adirik / imagedream

image
prompt: Corgi riding a rocket
shading
num_steps: 12500
guidance_scale: 5
negative_prompt: ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions

{
  "image": "https://replicate.delivery/pbxt/KDJ1IvEVtz6KoW55DDKYEpudNOx9lUW3SeQL94MF1Tsmso71/corgi.png",
  "prompt": "Corgi riding a rocket",
  "shading": true,
  "num_steps": 12500,
  "guidance_scale": 5,
  "negative_prompt": "ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions"
}

Install Replicate’s Node.js client library:

npm install replicate

Import and set up the client:

import Replicate from "replicate";
import fs from "node:fs";

const replicate = new Replicate({
  auth: process.env.REPLICATE_API_TOKEN,
});

Run adirik/imagedream using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "adirik/imagedream:c94d52fa6963f1963d3c6856477599a4ae6f41b61b7ab6a2589c2af2c382e5fd",
  {
    input: {
      image: "https://replicate.delivery/pbxt/KDJ1IvEVtz6KoW55DDKYEpudNOx9lUW3SeQL94MF1Tsmso71/corgi.png",
      prompt: "Corgi riding a rocket",
      shading: true,
      num_steps: 12500,
      guidance_scale: 5,
      negative_prompt: "ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions"
    }
  }
);

// To access the file URL:
console.log(output.url()); //=> "http://example.com"

// To write the file to disk:
fs.writeFile("my-image.png", output);

To learn more, take a look at the guide on getting started with Node.js.

Install Replicate’s Python client library:

pip install replicate

Import the client:

import replicate

Run adirik/imagedream using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "adirik/imagedream:c94d52fa6963f1963d3c6856477599a4ae6f41b61b7ab6a2589c2af2c382e5fd",
    input={
        "image": "https://replicate.delivery/pbxt/KDJ1IvEVtz6KoW55DDKYEpudNOx9lUW3SeQL94MF1Tsmso71/corgi.png",
        "prompt": "Corgi riding a rocket",
        "shading": True,
        "num_steps": 12500,
        "guidance_scale": 5,
        "negative_prompt": "ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions"
    }
)
print(output)

To learn more, take a look at the guide on getting started with Python.

Run adirik/imagedream using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

curl -s -X POST \
  -H "Authorization: Bearer $REPLICATE_API_TOKEN" \
  -H "Content-Type: application/json" \
  -H "Prefer: wait" \
  -d $'{
    "version": "adirik/imagedream:c94d52fa6963f1963d3c6856477599a4ae6f41b61b7ab6a2589c2af2c382e5fd",
    "input": {
      "image": "https://replicate.delivery/pbxt/KDJ1IvEVtz6KoW55DDKYEpudNOx9lUW3SeQL94MF1Tsmso71/corgi.png",
      "prompt": "Corgi riding a rocket",
      "shading": true,
      "num_steps": 12500,
      "guidance_scale": 5,
      "negative_prompt": "ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions"
    }
  }' \
  https://api.replicate.com/v1/predictions

To learn more, take a look at Replicate’s HTTP API reference docs.

Output

{
  "completed_at": "2024-01-12T15:26:30.602463Z",
  "created_at": "2024-01-12T13:54:55.603584Z",
  "data_removed": false,
  "error": null,
  "id": "pc36bctbezrcvcb6veioqxw2s4",
  "input": {
    "image": "https://replicate.delivery/pbxt/KDJ1IvEVtz6KoW55DDKYEpudNOx9lUW3SeQL94MF1Tsmso71/corgi.png",
    "prompt": "Corgi riding a rocket",
    "shading": true,
    "num_steps": 12500,
    "guidance_scale": 5,
    "negative_prompt": "ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions"
  },
  "logs": "Seed set to 106824398\n[INFO] background removal...\nDownloading data from 'https://github.com/danielgatis/rembg/releases/download/v0.0.0/u2net.onnx' to file '/root/.u2net/u2net.onnx'.\n  0%|                                               | 0.00/176M [00:00<?, ?B/s]\n  1%|▎                                     | 1.52M/176M [00:00<00:11, 15.0MB/s]\n  3%|█                                     | 4.92M/176M [00:00<00:06, 26.1MB/s]\n  7%|██▋                                   | 12.4M/176M [00:00<00:03, 48.1MB/s]\n 13%|████▊                                 | 22.5M/176M [00:00<00:02, 69.1MB/s]\n 19%|███████                               | 32.7M/176M [00:00<00:01, 80.9MB/s]\n 24%|█████████▎                            | 42.9M/176M [00:00<00:01, 88.0MB/s]\n 30%|███████████▍                          | 53.1M/176M [00:00<00:01, 92.8MB/s]\n 36%|█████████████▋                        | 63.3M/176M [00:00<00:01, 95.6MB/s]\n 42%|███████████████▊                      | 73.5M/176M [00:00<00:01, 97.6MB/s]\n 48%|██████████████████                    | 83.8M/176M [00:01<00:00, 99.1MB/s]\n 53%|████████████████████▊                  | 94.0M/176M [00:01<00:00, 100MB/s]\n 59%|███████████████████████▋                | 104M/176M [00:01<00:00, 100MB/s]\n 65%|█████████████████████████▉              | 114M/176M [00:01<00:00, 101MB/s]\n 71%|████████████████████████████▎           | 124M/176M [00:01<00:00, 101MB/s]\n 76%|██████████████████████████████▌         | 135M/176M [00:01<00:00, 101MB/s]\n 82%|████████████████████████████████▉       | 145M/176M [00:01<00:00, 101MB/s]\n 88%|███████████████████████████████████▏    | 155M/176M [00:01<00:00, 102MB/s]\n 94%|█████████████████████████████████████▌  | 165M/176M [00:01<00:00, 102MB/s]\n100%|███████████████████████████████████████▊| 175M/176M [00:01<00:00, 101MB/s]\n0%|                                               | 0.00/176M [00:00<?, ?B/s]\n100%|███████████████████████████████████████| 176M/176M [00:00<00:00, 1.34TB/s]\n2024-01-12 13:57:54.752501393 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 707, index: 0, mask: {48, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.752506783 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 708, index: 1, mask: {1, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.752540833 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 709, index: 2, mask: {49, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.752568743 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 710, index: 3, mask: {2, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.752607763 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 711, index: 4, mask: {50, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.752667772 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 712, index: 5, mask: {3, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.752692843 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 713, index: 6, mask: {51, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.752724172 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 714, index: 7, mask: {4, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.752774972 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 715, index: 8, mask: {52, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.767455938 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 754, index: 47, mask: {24, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.767589108 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 787, index: 80, mask: {88, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.767599838 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 783, index: 76, mask: {86, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.771200842 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 755, index: 48, mask: {72, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.775192426 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 788, index: 81, mask: {41, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.775192766 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 756, index: 49, mask: {25, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.775206675 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 789, index: 82, mask: {89, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.775219495 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 801, index: 94, mask: {95, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.776547224 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 727, index: 20, mask: {58, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.776558893 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 716, index: 9, mask: {5, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.776599383 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 725, index: 18, mask: {57, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.776663003 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 734, index: 27, mask: {14, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.767383888 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 741, index: 34, mask: {65, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.767320088 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 730, index: 23, mask: {12, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.767523828 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 774, index: 67, mask: {34, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.767545478 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 775, index: 68, mask: {82, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.767364808 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 743, index: 36, mask: {66, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.767581478 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 782, index: 75, mask: {38, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.767443518 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 759, index: 52, mask: {74, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.767507988 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 767, index: 60, mask: {78, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.767493638 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 765, index: 58, mask: {77, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.767514598 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 772, index: 65, mask: {33, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.767533168 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 773, index: 66, mask: {81, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.767557528 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 785, index: 78, mask: {87, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.767573898 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 786, index: 79, mask: {40, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.777673502 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 718, index: 11, mask: {6, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.777680122 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 722, index: 15, mask: {8, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.777725342 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 739, index: 32, mask: {64, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.779190319 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 735, index: 28, mask: {62, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.779191069 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 742, index: 35, mask: {18, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.777745322 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 740, index: 33, mask: {17, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.783260163 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 747, index: 40, mask: {68, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.787192756 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 719, index: 12, mask: {54, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.777735712 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 732, index: 25, mask: {13, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.783268703 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 758, index: 51, mask: {26, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.787198346 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 744, index: 37, mask: {19, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.779203939 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 736, index: 29, mask: {15, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.779219529 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 768, index: 61, mask: {31, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.777755931 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 733, index: 26, mask: {61, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.777712372 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 731, index: 24, mask: {60, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.777765731 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 746, index: 39, mask: {20, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.779214529 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 737, index: 30, mask: {63, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.787209776 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 751, index: 44, mask: {70, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.777686732 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 724, index: 17, mask: {9, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.779231369 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 769, index: 62, mask: {79, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.779201779 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 745, index: 38, mask: {67, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.787220856 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 752, index: 45, mask: {23, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.787191236 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 760, index: 53, mask: {27, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.779224339 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 738, index: 31, mask: {16, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.787233366 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 757, index: 50, mask: {73, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.783255363 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 721, index: 14, mask: {55, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.787203506 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 766, index: 59, mask: {30, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.779245819 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 749, index: 42, mask: {69, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.819197344 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 771, index: 64, mask: {80, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.791187920 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 779, index: 72, mask: {84, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.779273719 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 777, index: 70, mask: {83, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.779270119 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 753, index: 46, mask: {71, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.779258369 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 750, index: 43, mask: {22, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.791196100 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 780, index: 73, mask: {37, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.779280409 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 762, index: 55, mask: {28, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.827180962 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 778, index: 71, mask: {36, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.787204396 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 720, index: 13, mask: {7, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.783269623 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 729, index: 22, mask: {59, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.779291899 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 763, index: 56, mask: {76, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.787245926 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 761, index: 54, mask: {75, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.787215546 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 723, index: 16, mask: {56, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.791203140 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 781, index: 74, mask: {85, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.783263093 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 728, index: 21, mask: {11, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.835184378 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 800, index: 93, mask: {47, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.783268153 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 776, index: 69, mask: {35, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.779301599 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 764, index: 57, mask: {29, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.791211030 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 784, index: 77, mask: {39, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.843190505 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 726, index: 19, mask: {10, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.779233759 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 748, index: 41, mask: {21, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.779243829 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 770, index: 63, mask: {32, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:57:54.787193386 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 717, index: 10, mask: {53, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\nLoading Multiview Diffusion ...\nInitializing Latent Diffusion Interface\ntime steps:  1000\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nmaking attention of type 'vanilla-xformers' with 512 in_channels\nbuilding MemoryEfficientAttnBlock with 512 in_channels...\nWorking with z of shape (1, 4, 32, 32) = 4096 dimensions.\nmaking attention of type 'vanilla-xformers' with 512 in_channels\nbuilding MemoryEfficientAttnBlock with 512 in_channels...\nLoaded Multiview Diffusion!\nUsing prompt [Corgi riding a rocket] and negative prompt [ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions]\nUsing view-dependent prompts [side]:[Corgi riding a rocket, side view] [front]:[Corgi riding a rocket, front view] [back]:[Corgi riding a rocket, back view] [overhead]:[Corgi riding a rocket, overhead view]\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_5m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_5m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.\nreturn register_model(fn_wrapper)\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_11m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_11m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.\nreturn register_model(fn_wrapper)\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.\nreturn register_model(fn_wrapper)\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_384 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected.\nreturn register_model(fn_wrapper)\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_512 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected.\nreturn register_model(fn_wrapper)\nUsing 16bit Automatic Mixed Precision (AMP)\nGPU available: True (cuda), used: True\nTPU available: False, using: 0 TPU cores\nIPU available: False, using: 0 IPUs\nHPU available: False, using: 0 HPUs\nYou are using a CUDA device ('NVIDIA A40') that has Tensor Cores. To properly utilize them, you should set `torch.set_float32_matmul_precision('medium' | 'high')` which will trade-off precision for performance. For more details, read https://pytorch.org/docs/stable/generated/torch.set_float32_matmul_precision.html#torch.set_float32_matmul_precision\nLOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]\n| Name       | Type                           | Params\n--------------------------------------------------------------\n0 | geometry   | ImplicitVolume                 | 12.6 M\n1 | material   | DiffuseWithPointLightMaterial  | 0\n2 | background | NeuralEnvironmentMapBackground | 448\n3 | renderer   | NeRFVolumeRenderer             | 0\n4 | guidance   | MultiviewDiffusionGuidance     | 2.0 B\n--------------------------------------------------------------\n12.6 M    Trainable params\n2.0 B     Non-trainable params\n2.0 B     Total params\n8,096.164 Total estimated model params size (MB)\nValidation results will be saved to /tmp/outputs/imagedream-sd21-shading/Corgi_riding_a_rocket@20240112-135759/save\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'train_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'val_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.\nTraining: |          | 0/? [00:00<?, ?it/s]\nTraining: |          | 0/? [00:00<?, ?it/s]\nEpoch 0: |          | 0/? [00:00<?, ?it/s] \nEpoch 0: |          | 1/? [00:01<00:00,  0.71it/s]\nEpoch 0: |          | 1/? [00:01<00:00,  0.71it/s]\nEpoch 0: |          | 2/? [00:01<00:00,  1.02it/s]\nEpoch 0: |          | 2/? [00:01<00:00,  1.02it/s]\nEpoch 0: |          | 3/? [00:02<00:00,  1.19it/s]\nEpoch 0: |          | 3/? [00:02<00:00,  1.19it/s]\nEpoch 0: |          | 4/? [00:03<00:00,  1.28it/s]\nEpoch 0: |          | 4/? 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[00:29<00:00,  1.67it/s]\nEpoch 0: |          | 50/? [00:29<00:00,  1.67it/s]\nEpoch 0: |          | 51/? [00:30<00:00,  1.67it/s]\nEpoch 0: |          | 51/? [00:30<00:00,  1.67it/s]\nEpoch 0: |          | 52/? [00:31<00:00,  1.67it/s]\nEpoch 0: |          | 52/? [00:31<00:00,  1.67it/s]\nEpoch 0: |          | 53/? [00:31<00:00,  1.67it/s]\nEpoch 0: |          | 53/? [00:31<00:00,  1.67it/s]\nEpoch 0: |          | 54/? [00:32<00:00,  1.67it/s]\nEpoch 0: |          | 54/? [00:32<00:00,  1.67it/s]\nEpoch 0: |          | 55/? [00:32<00:00,  1.67it/s]\nEpoch 0: |          | 55/? [00:32<00:00,  1.67it/s]\nEpoch 0: |          | 56/? [00:33<00:00,  1.67it/s]\nEpoch 0: |          | 56/? [00:33<00:00,  1.67it/s]\nEpoch 0: |          | 57/? [00:34<00:00,  1.67it/s]\nEpoch 0: |          | 57/? [00:34<00:00,  1.67it/s]\nEpoch 0: |          | 58/? [00:34<00:00,  1.67it/s]\nEpoch 0: |          | 58/? [00:34<00:00,  1.67it/s]\nEpoch 0: |          | 59/? [00:35<00:00,  1.68it/s]\nEpoch 0: |          | 59/? [00:35<00:00,  1.68it/s]\nEpoch 0: |          | 60/? [00:35<00:00,  1.68it/s]\nEpoch 0: |          | 60/? [00:35<00:00,  1.68it/s]\nEpoch 0: |          | 61/? [00:36<00:00,  1.68it/s]\nEpoch 0: |          | 61/? [00:36<00:00,  1.68it/s]\nEpoch 0: |          | 62/? [00:36<00:00,  1.68it/s]\nEpoch 0: |          | 62/? [00:36<00:00,  1.68it/s]\nEpoch 0: |          | 63/? [00:37<00:00,  1.68it/s]\nEpoch 0: |          | 63/? [00:37<00:00,  1.68it/s]\nEpoch 0: |          | 64/? [00:38<00:00,  1.68it/s]\nEpoch 0: |          | 64/? [00:38<00:00,  1.68it/s]\nEpoch 0: |          | 65/? [00:38<00:00,  1.68it/s]\nEpoch 0: |          | 65/? [00:38<00:00,  1.68it/s]\nEpoch 0: |          | 66/? [00:39<00:00,  1.68it/s]\nEpoch 0: |          | 66/? [00:39<00:00,  1.68it/s]\nEpoch 0: |          | 67/? [00:39<00:00,  1.68it/s]\nEpoch 0: |          | 67/? [00:39<00:00,  1.68it/s]\nEpoch 0: |          | 68/? [00:40<00:00,  1.69it/s]\nEpoch 0: |          | 68/? [00:40<00:00,  1.69it/s]\nEpoch 0: |          | 69/? [00:40<00:00,  1.69it/s]\nEpoch 0: |          | 69/? [00:40<00:00,  1.69it/s]\nEpoch 0: |          | 70/? [00:41<00:00,  1.68it/s]\nEpoch 0: |          | 70/? [00:41<00:00,  1.68it/s]\nEpoch 0: |          | 71/? [00:42<00:00,  1.68it/s]\nEpoch 0: |          | 71/? [00:42<00:00,  1.68it/s]\nEpoch 0: |          | 72/? [00:42<00:00,  1.69it/s]\nEpoch 0: |          | 72/? [00:42<00:00,  1.69it/s]\nEpoch 0: |          | 73/? [00:43<00:00,  1.68it/s]\nEpoch 0: |          | 73/? [00:43<00:00,  1.68it/s]\nEpoch 0: |          | 74/? [00:43<00:00,  1.68it/s]\nEpoch 0: |          | 74/? [00:43<00:00,  1.68it/s]\nEpoch 0: |          | 75/? [00:44<00:00,  1.68it/s]\nEpoch 0: |          | 75/? [00:44<00:00,  1.68it/s]\nEpoch 0: |          | 76/? [00:45<00:00,  1.69it/s]\nEpoch 0: |          | 76/? [00:45<00:00,  1.69it/s]\nEpoch 0: |          | 77/? [00:45<00:00,  1.68it/s]\nEpoch 0: |          | 77/? [00:45<00:00,  1.68it/s]\nEpoch 0: |          | 78/? [00:46<00:00,  1.68it/s]\nEpoch 0: |          | 78/? [00:46<00:00,  1.68it/s]\nEpoch 0: |          | 79/? [00:46<00:00,  1.69it/s]\nEpoch 0: |          | 79/? [00:46<00:00,  1.69it/s]\nEpoch 0: |          | 80/? [00:47<00:00,  1.69it/s]\nEpoch 0: |          | 80/? [00:47<00:00,  1.69it/s]\nEpoch 0: |          | 81/? [00:48<00:00,  1.68it/s]\nEpoch 0: |          | 81/? [00:48<00:00,  1.68it/s]\nEpoch 0: |          | 82/? [00:48<00:00,  1.68it/s]\nEpoch 0: |          | 82/? [00:48<00:00,  1.68it/s]\nEpoch 0: |          | 83/? [00:49<00:00,  1.68it/s]\nEpoch 0: |          | 83/? [00:49<00:00,  1.68it/s]\nEpoch 0: |          | 84/? [00:49<00:00,  1.68it/s]\nEpoch 0: |          | 84/? [00:49<00:00,  1.68it/s]\nEpoch 0: |          | 85/? [00:50<00:00,  1.68it/s]\nEpoch 0: |          | 85/? [00:50<00:00,  1.68it/s]\nEpoch 0: |          | 86/? [00:51<00:00,  1.68it/s]\nEpoch 0: |          | 86/? [00:51<00:00,  1.68it/s]\nEpoch 0: |          | 87/? [00:51<00:00,  1.68it/s]\nEpoch 0: |          | 87/? [00:51<00:00,  1.68it/s]\nEpoch 0: |          | 88/? [00:52<00:00,  1.68it/s]\nEpoch 0: |          | 88/? [00:52<00:00,  1.68it/s]\nEpoch 0: |          | 89/? [00:52<00:00,  1.68it/s]\nEpoch 0: |          | 89/? [00:52<00:00,  1.68it/s]\nEpoch 0: |          | 90/? [00:53<00:00,  1.68it/s]\nEpoch 0: |          | 90/? [00:53<00:00,  1.68it/s]\nEpoch 0: |          | 91/? [00:54<00:00,  1.68it/s]\nEpoch 0: |          | 91/? [00:54<00:00,  1.68it/s]\nEpoch 0: |          | 92/? [00:54<00:00,  1.68it/s]\nEpoch 0: |          | 92/? [00:54<00:00,  1.68it/s]\nEpoch 0: |          | 93/? [00:55<00:00,  1.69it/s]\nEpoch 0: |          | 93/? [00:55<00:00,  1.69it/s]\nEpoch 0: |          | 94/? [00:55<00:00,  1.69it/s]\nEpoch 0: |          | 94/? [00:55<00:00,  1.69it/s]\nEpoch 0: |          | 95/? [00:56<00:00,  1.69it/s]\nEpoch 0: |          | 95/? [00:56<00:00,  1.69it/s]\nEpoch 0: |          | 96/? [00:56<00:00,  1.69it/s]\nEpoch 0: |          | 96/? [00:56<00:00,  1.69it/s]\nEpoch 0: |          | 97/? [00:57<00:00,  1.69it/s]\nEpoch 0: |          | 97/? [00:57<00:00,  1.69it/s]\nEpoch 0: |          | 98/? [00:58<00:00,  1.69it/s]\nEpoch 0: |          | 98/? [00:58<00:00,  1.69it/s]\nEpoch 0: |          | 99/? [00:58<00:00,  1.69it/s]\nEpoch 0: |          | 99/? [00:58<00:00,  1.69it/s]\nEpoch 0: |          | 100/? [00:59<00:00,  1.69it/s]\nEpoch 0: |          | 100/? [00:59<00:00,  1.69it/s]\nEpoch 0: |          | 101/? [00:59<00:00,  1.69it/s]\nEpoch 0: |          | 101/? [00:59<00:00,  1.69it/s]\nEpoch 0: |          | 102/? [01:00<00:00,  1.69it/s]\nEpoch 0: |          | 102/? [01:00<00:00,  1.69it/s]\nEpoch 0: |          | 103/? [01:00<00:00,  1.69it/s]\nEpoch 0: |          | 103/? [01:00<00:00,  1.69it/s]\nEpoch 0: |          | 104/? [01:01<00:00,  1.69it/s]\nEpoch 0: |          | 104/? [01:01<00:00,  1.69it/s]\nEpoch 0: |          | 105/? [01:02<00:00,  1.69it/s]\nEpoch 0: |          | 105/? [01:02<00:00,  1.69it/s]\nEpoch 0: |          | 106/? [01:02<00:00,  1.69it/s]\nEpoch 0: |          | 106/? [01:02<00:00,  1.69it/s]\nEpoch 0: |          | 107/? [01:03<00:00,  1.69it/s]\nEpoch 0: |          | 107/? [01:03<00:00,  1.69it/s]\nEpoch 0: |          | 108/? [01:03<00:00,  1.69it/s]\nEpoch 0: |          | 108/? [01:03<00:00,  1.69it/s]\nEpoch 0: |          | 109/? [01:04<00:00,  1.69it/s]\nEpoch 0: |          | 109/? [01:04<00:00,  1.69it/s]\nEpoch 0: |          | 110/? [01:05<00:00,  1.69it/s]\nEpoch 0: |          | 110/? [01:05<00:00,  1.69it/s]\nEpoch 0: |          | 111/? [01:05<00:00,  1.69it/s]\nEpoch 0: |          | 111/? [01:05<00:00,  1.69it/s]\nEpoch 0: |          | 112/? [01:06<00:00,  1.69it/s]\nEpoch 0: |          | 112/? [01:06<00:00,  1.69it/s]\nEpoch 0: |          | 113/? [01:06<00:00,  1.69it/s]\nEpoch 0: |          | 113/? [01:06<00:00,  1.69it/s]\nEpoch 0: |          | 114/? [01:07<00:00,  1.69it/s]\nEpoch 0: |          | 114/? [01:07<00:00,  1.69it/s]\nEpoch 0: |          | 115/? [01:08<00:00,  1.69it/s]\nEpoch 0: |          | 115/? [01:08<00:00,  1.69it/s]\nEpoch 0: |          | 116/? [01:08<00:00,  1.69it/s]\nEpoch 0: |          | 116/? [01:08<00:00,  1.69it/s]\nEpoch 0: |          | 117/? [01:09<00:00,  1.69it/s]\nEpoch 0: |          | 117/? [01:09<00:00,  1.69it/s]\nEpoch 0: |          | 118/? [01:09<00:00,  1.69it/s]\nEpoch 0: |          | 118/? [01:09<00:00,  1.69it/s]\nEpoch 0: |          | 119/? [01:10<00:00,  1.69it/s]\nEpoch 0: |          | 119/? [01:10<00:00,  1.69it/s]\nEpoch 0: |          | 120/? [01:10<00:00,  1.69it/s]\nEpoch 0: |          | 120/? [01:10<00:00,  1.69it/s]\nEpoch 0: |          | 121/? [01:11<00:00,  1.69it/s]\nEpoch 0: |          | 121/? [01:11<00:00,  1.69it/s]\nEpoch 0: |          | 122/? [01:12<00:00,  1.69it/s]\nEpoch 0: |          | 122/? [01:12<00:00,  1.69it/s]\nEpoch 0: |          | 123/? [01:12<00:00,  1.69it/s]\nEpoch 0: |          | 123/? [01:12<00:00,  1.69it/s]\nEpoch 0: |          | 124/? [01:13<00:00,  1.69it/s]\nEpoch 0: |          | 124/? [01:13<00:00,  1.69it/s]\nEpoch 0: |          | 125/? [01:13<00:00,  1.69it/s]\nEpoch 0: |          | 125/? [01:13<00:00,  1.69it/s]\nEpoch 0: |          | 126/? [01:14<00:00,  1.69it/s]\nEpoch 0: |          | 126/? [01:14<00:00,  1.69it/s]\nEpoch 0: |          | 127/? [01:14<00:00,  1.69it/s]\nEpoch 0: |          | 127/? [01:14<00:00,  1.69it/s]\nEpoch 0: |          | 128/? [01:15<00:00,  1.69it/s]\nEpoch 0: |          | 128/? [01:15<00:00,  1.69it/s]\nEpoch 0: |          | 129/? [01:16<00:00,  1.69it/s]\nEpoch 0: |          | 129/? [01:16<00:00,  1.69it/s]\nEpoch 0: |          | 130/? [01:16<00:00,  1.69it/s]\nEpoch 0: |          | 130/? [01:16<00:00,  1.69it/s]\nEpoch 0: |          | 131/? [01:17<00:00,  1.69it/s]\nEpoch 0: |          | 131/? [01:17<00:00,  1.69it/s]\nEpoch 0: |          | 132/? [01:17<00:00,  1.69it/s]\nEpoch 0: |          | 132/? [01:17<00:00,  1.69it/s]\nEpoch 0: |          | 133/? [01:18<00:00,  1.69it/s]\nEpoch 0: |          | 133/? [01:18<00:00,  1.69it/s]\nEpoch 0: |          | 134/? [01:19<00:00,  1.70it/s]\nEpoch 0: |          | 134/? [01:19<00:00,  1.70it/s]\nEpoch 0: |          | 135/? [01:19<00:00,  1.70it/s]\nEpoch 0: |          | 135/? [01:19<00:00,  1.70it/s]\nEpoch 0: |          | 136/? [01:20<00:00,  1.70it/s]\nEpoch 0: |          | 136/? [01:20<00:00,  1.70it/s]\nEpoch 0: |          | 137/? [01:20<00:00,  1.70it/s]\nEpoch 0: |          | 137/? [01:20<00:00,  1.70it/s]\nEpoch 0: |          | 138/? [01:21<00:00,  1.70it/s]\nEpoch 0: |          | 138/? [01:21<00:00,  1.70it/s]\nEpoch 0: |          | 139/? [01:21<00:00,  1.70it/s]\nEpoch 0: |          | 139/? [01:21<00:00,  1.70it/s]\nEpoch 0: |          | 140/? [01:22<00:00,  1.70it/s]\nEpoch 0: |          | 140/? [01:22<00:00,  1.70it/s]\nEpoch 0: |          | 141/? [01:23<00:00,  1.70it/s]\nEpoch 0: |          | 141/? [01:23<00:00,  1.70it/s]\nEpoch 0: |          | 142/? [01:23<00:00,  1.70it/s]\nEpoch 0: |          | 142/? [01:23<00:00,  1.70it/s]\nEpoch 0: |          | 143/? [01:24<00:00,  1.70it/s]\nEpoch 0: |          | 143/? [01:24<00:00,  1.70it/s]\nEpoch 0: |          | 144/? [01:24<00:00,  1.70it/s]\nEpoch 0: |          | 144/? [01:24<00:00,  1.70it/s]\nEpoch 0: |          | 145/? [01:25<00:00,  1.70it/s]\nEpoch 0: |          | 145/? [01:25<00:00,  1.70it/s]\nEpoch 0: |          | 146/? [01:26<00:00,  1.70it/s]\nEpoch 0: |          | 146/? [01:26<00:00,  1.70it/s]\nEpoch 0: |          | 147/? [01:26<00:00,  1.69it/s]\nEpoch 0: |          | 147/? [01:26<00:00,  1.69it/s]\nEpoch 0: |          | 148/? [01:27<00:00,  1.69it/s]\nEpoch 0: |          | 148/? [01:27<00:00,  1.69it/s]\nEpoch 0: |          | 149/? [01:27<00:00,  1.69it/s]\nEpoch 0: |          | 149/? [01:27<00:00,  1.69it/s]\nEpoch 0: |          | 150/? [01:28<00:00,  1.69it/s]\nEpoch 0: |          | 150/? [01:28<00:00,  1.69it/s]\nEpoch 0: |          | 151/? [01:29<00:00,  1.69it/s]\nEpoch 0: |          | 151/? [01:29<00:00,  1.69it/s]\nEpoch 0: |          | 152/? [01:29<00:00,  1.69it/s]\nEpoch 0: |          | 152/? [01:29<00:00,  1.69it/s]\nEpoch 0: |          | 153/? [01:30<00:00,  1.69it/s]\nEpoch 0: |          | 153/? [01:30<00:00,  1.69it/s]\nEpoch 0: |          | 154/? [01:30<00:00,  1.70it/s]\nEpoch 0: |          | 154/? [01:30<00:00,  1.70it/s]\nEpoch 0: |          | 155/? [01:31<00:00,  1.70it/s]\nEpoch 0: |          | 155/? [01:31<00:00,  1.70it/s]\nEpoch 0: |          | 156/? [01:32<00:00,  1.69it/s]\nEpoch 0: |          | 156/? [01:32<00:00,  1.69it/s]\nEpoch 0: |          | 157/? [01:32<00:00,  1.69it/s]\nEpoch 0: |          | 157/? [01:32<00:00,  1.69it/s]\nEpoch 0: |          | 158/? [01:33<00:00,  1.69it/s]\nEpoch 0: |          | 158/? [01:33<00:00,  1.69it/s]\nEpoch 0: |          | 159/? [01:33<00:00,  1.69it/s]\nEpoch 0: |          | 159/? [01:33<00:00,  1.69it/s]\nEpoch 0: |          | 160/? [01:34<00:00,  1.69it/s]\nEpoch 0: |          | 160/? [01:34<00:00,  1.69it/s]\nEpoch 0: |          | 161/? [01:35<00:00,  1.69it/s]\nEpoch 0: |          | 161/? [01:35<00:00,  1.69it/s]\nEpoch 0: |          | 162/? [01:35<00:00,  1.69it/s]\nEpoch 0: |          | 162/? [01:35<00:00,  1.69it/s]\nEpoch 0: |          | 163/? [01:36<00:00,  1.69it/s]\nEpoch 0: |          | 163/? [01:36<00:00,  1.69it/s]\nEpoch 0: |          | 164/? [01:36<00:00,  1.69it/s]\nEpoch 0: |          | 164/? [01:36<00:00,  1.69it/s]\nEpoch 0: |          | 165/? [01:37<00:00,  1.69it/s]\nEpoch 0: |          | 165/? [01:37<00:00,  1.69it/s]\nEpoch 0: |          | 166/? [01:38<00:00,  1.69it/s]\nEpoch 0: |          | 166/? [01:38<00:00,  1.69it/s]\nEpoch 0: |          | 167/? [01:38<00:00,  1.69it/s]\nEpoch 0: |          | 167/? [01:38<00:00,  1.69it/s]\nEpoch 0: |          | 168/? [01:39<00:00,  1.69it/s]\nEpoch 0: |          | 168/? [01:39<00:00,  1.69it/s]\nEpoch 0: |          | 169/? [01:39<00:00,  1.69it/s]\nEpoch 0: |          | 169/? [01:39<00:00,  1.69it/s]\nEpoch 0: |          | 170/? [01:40<00:00,  1.69it/s]\nEpoch 0: |          | 170/? [01:40<00:00,  1.69it/s]\nEpoch 0: |          | 171/? [01:41<00:00,  1.69it/s]\nEpoch 0: |          | 171/? [01:41<00:00,  1.69it/s]\nEpoch 0: |          | 172/? [01:41<00:00,  1.69it/s]\nEpoch 0: |          | 172/? [01:41<00:00,  1.69it/s]\nEpoch 0: |          | 173/? [01:42<00:00,  1.69it/s]\nEpoch 0: |          | 173/? [01:42<00:00,  1.69it/s]\nEpoch 0: |          | 174/? [01:43<00:00,  1.69it/s]\nEpoch 0: |          | 174/? [01:43<00:00,  1.69it/s]\nEpoch 0: |          | 175/? [01:43<00:00,  1.69it/s]\nEpoch 0: |          | 175/? [01:43<00:00,  1.69it/s]\nEpoch 0: |          | 176/? [01:44<00:00,  1.69it/s]\nEpoch 0: |          | 176/? [01:44<00:00,  1.69it/s]\nEpoch 0: |          | 177/? [01:44<00:00,  1.69it/s]\nEpoch 0: |          | 177/? [01:44<00:00,  1.69it/s]\nEpoch 0: |          | 178/? [01:45<00:00,  1.69it/s]\nEpoch 0: |          | 178/? [01:45<00:00,  1.69it/s]\nEpoch 0: |          | 179/? [01:46<00:00,  1.69it/s]\nEpoch 0: |          | 179/? [01:46<00:00,  1.69it/s]\nEpoch 0: |          | 180/? [01:46<00:00,  1.68it/s]\nEpoch 0: |          | 180/? [01:46<00:00,  1.68it/s]\nEpoch 0: |          | 181/? [01:47<00:00,  1.68it/s]\nEpoch 0: |          | 181/? [01:47<00:00,  1.68it/s]\nEpoch 0: |          | 182/? [01:48<00:00,  1.68it/s]\nEpoch 0: |          | 182/? [01:48<00:00,  1.68it/s]\nEpoch 0: |          | 183/? [01:48<00:00,  1.68it/s]\nEpoch 0: |          | 183/? [01:48<00:00,  1.68it/s]\nEpoch 0: |          | 184/? [01:49<00:00,  1.68it/s]\nEpoch 0: |          | 184/? [01:49<00:00,  1.68it/s]\nEpoch 0: |          | 185/? [01:49<00:00,  1.68it/s]\nEpoch 0: |          | 185/? [01:49<00:00,  1.68it/s]\nEpoch 0: |          | 186/? [01:50<00:00,  1.68it/s]\nEpoch 0: |          | 186/? [01:50<00:00,  1.68it/s]\nEpoch 0: |          | 187/? [01:51<00:00,  1.68it/s]\nEpoch 0: |          | 187/? [01:51<00:00,  1.68it/s]\nEpoch 0: |          | 188/? [01:51<00:00,  1.68it/s]\nEpoch 0: |          | 188/? [01:51<00:00,  1.68it/s]\nEpoch 0: |          | 189/? [01:52<00:00,  1.68it/s]\nEpoch 0: |          | 189/? [01:52<00:00,  1.68it/s]\nEpoch 0: |          | 190/? [01:53<00:00,  1.68it/s]\nEpoch 0: |          | 190/? [01:53<00:00,  1.68it/s]\nEpoch 0: |          | 191/? [01:53<00:00,  1.68it/s]\nEpoch 0: |          | 191/? [01:53<00:00,  1.68it/s]\nEpoch 0: |          | 192/? [01:54<00:00,  1.68it/s]\nEpoch 0: |          | 192/? [01:54<00:00,  1.68it/s]\nEpoch 0: |          | 193/? [01:54<00:00,  1.68it/s]\nEpoch 0: |          | 193/? [01:54<00:00,  1.68it/s]\nEpoch 0: |          | 194/? [01:55<00:00,  1.68it/s]\nEpoch 0: |          | 194/? [01:55<00:00,  1.68it/s]\nEpoch 0: |          | 195/? [01:56<00:00,  1.68it/s]\nEpoch 0: |          | 195/? [01:56<00:00,  1.68it/s]\nEpoch 0: |          | 196/? [01:56<00:00,  1.68it/s]\nEpoch 0: |          | 196/? [01:56<00:00,  1.68it/s]\nEpoch 0: |          | 197/? [01:57<00:00,  1.68it/s]\nEpoch 0: |          | 197/? [01:57<00:00,  1.68it/s]\nEpoch 0: |          | 198/? [01:58<00:00,  1.68it/s]\nEpoch 0: |          | 198/? [01:58<00:00,  1.68it/s]\nEpoch 0: |          | 199/? [01:58<00:00,  1.68it/s]\nEpoch 0: |          | 199/? [01:58<00:00,  1.68it/s]\nEpoch 0: |          | 200/? [01:59<00:00,  1.68it/s]\nEpoch 0: |          | 200/? [01:59<00:00,  1.68it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:02,  1.45it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.41it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:02<00:00,  1.43it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:02<00:00,  1.42it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 200/? [02:02<00:00,  1.64it/s]\nEpoch 0: |          | 201/? [02:02<00:00,  1.64it/s]\nEpoch 0: |          | 201/? [02:02<00:00,  1.64it/s]\nEpoch 0: |          | 202/? [02:03<00:00,  1.64it/s]\nEpoch 0: |          | 202/? [02:03<00:00,  1.64it/s]\nEpoch 0: |          | 203/? [02:03<00:00,  1.64it/s]\nEpoch 0: |          | 203/? [02:03<00:00,  1.64it/s]\nEpoch 0: |          | 204/? [02:04<00:00,  1.64it/s]\nEpoch 0: |          | 204/? [02:04<00:00,  1.64it/s]\nEpoch 0: |          | 205/? [02:05<00:00,  1.64it/s]\nEpoch 0: |          | 205/? [02:05<00:00,  1.64it/s]\nEpoch 0: |          | 206/? [02:05<00:00,  1.64it/s]\nEpoch 0: |          | 206/? [02:05<00:00,  1.64it/s]\nEpoch 0: |          | 207/? [02:06<00:00,  1.64it/s]\nEpoch 0: |          | 207/? [02:06<00:00,  1.64it/s]\nEpoch 0: |          | 208/? [02:07<00:00,  1.64it/s]\nEpoch 0: |          | 208/? [02:07<00:00,  1.64it/s]\nEpoch 0: |          | 209/? [02:07<00:00,  1.64it/s]\nEpoch 0: |          | 209/? [02:07<00:00,  1.64it/s]\nEpoch 0: |          | 210/? [02:08<00:00,  1.64it/s]\nEpoch 0: |          | 210/? [02:08<00:00,  1.64it/s]\nEpoch 0: |          | 211/? [02:08<00:00,  1.64it/s]\nEpoch 0: |          | 211/? [02:08<00:00,  1.64it/s]\nEpoch 0: |          | 212/? [02:09<00:00,  1.64it/s]\nEpoch 0: |          | 212/? [02:09<00:00,  1.64it/s]\nEpoch 0: |          | 213/? [02:10<00:00,  1.64it/s]\nEpoch 0: |          | 213/? [02:10<00:00,  1.64it/s]\nEpoch 0: |          | 214/? [02:10<00:00,  1.64it/s]\nEpoch 0: |          | 214/? [02:10<00:00,  1.64it/s]\nEpoch 0: |          | 215/? [02:11<00:00,  1.64it/s]\nEpoch 0: |          | 215/? [02:11<00:00,  1.64it/s]\nEpoch 0: |          | 216/? [02:12<00:00,  1.64it/s]\nEpoch 0: |          | 216/? [02:12<00:00,  1.64it/s]\nEpoch 0: |          | 217/? [02:12<00:00,  1.64it/s]\nEpoch 0: |          | 217/? [02:12<00:00,  1.64it/s]\nEpoch 0: |          | 218/? [02:13<00:00,  1.64it/s]\nEpoch 0: |          | 218/? [02:13<00:00,  1.64it/s]\nEpoch 0: |          | 219/? [02:13<00:00,  1.64it/s]\nEpoch 0: |          | 219/? [02:13<00:00,  1.64it/s]\nEpoch 0: |          | 220/? [02:14<00:00,  1.64it/s]\nEpoch 0: |          | 220/? [02:14<00:00,  1.64it/s]\nEpoch 0: |          | 221/? [02:15<00:00,  1.63it/s]\nEpoch 0: |          | 221/? [02:15<00:00,  1.63it/s]\nEpoch 0: |          | 222/? [02:15<00:00,  1.63it/s]\nEpoch 0: |          | 222/? [02:15<00:00,  1.63it/s]\nEpoch 0: |          | 223/? [02:16<00:00,  1.63it/s]\nEpoch 0: |          | 223/? [02:16<00:00,  1.63it/s]\nEpoch 0: |          | 224/? [02:17<00:00,  1.63it/s]\nEpoch 0: |          | 224/? [02:17<00:00,  1.63it/s]\nEpoch 0: |          | 225/? [02:17<00:00,  1.63it/s]\nEpoch 0: |          | 225/? [02:17<00:00,  1.63it/s]\nEpoch 0: |          | 226/? [02:18<00:00,  1.63it/s]\nEpoch 0: |          | 226/? [02:18<00:00,  1.63it/s]\nEpoch 0: |          | 227/? [02:19<00:00,  1.63it/s]\nEpoch 0: |          | 227/? [02:19<00:00,  1.63it/s]\nEpoch 0: |          | 228/? [02:19<00:00,  1.63it/s]\nEpoch 0: |          | 228/? [02:19<00:00,  1.63it/s]\nEpoch 0: |          | 229/? [02:20<00:00,  1.63it/s]\nEpoch 0: |          | 229/? [02:20<00:00,  1.63it/s]\nEpoch 0: |          | 230/? [02:20<00:00,  1.63it/s]\nEpoch 0: |          | 230/? [02:20<00:00,  1.63it/s]\nEpoch 0: |          | 231/? [02:21<00:00,  1.63it/s]\nEpoch 0: |          | 231/? [02:21<00:00,  1.63it/s]\nEpoch 0: |          | 232/? [02:22<00:00,  1.63it/s]\nEpoch 0: |          | 232/? [02:22<00:00,  1.63it/s]\nEpoch 0: |          | 233/? [02:22<00:00,  1.63it/s]\nEpoch 0: |          | 233/? [02:22<00:00,  1.63it/s]\nEpoch 0: |          | 234/? [02:23<00:00,  1.63it/s]\nEpoch 0: |          | 234/? [02:23<00:00,  1.63it/s]\nEpoch 0: |          | 235/? [02:24<00:00,  1.63it/s]\nEpoch 0: |          | 235/? [02:24<00:00,  1.63it/s]\nEpoch 0: |          | 236/? [02:24<00:00,  1.63it/s]\nEpoch 0: |          | 236/? [02:24<00:00,  1.63it/s]\nEpoch 0: |          | 237/? [02:25<00:00,  1.63it/s]\nEpoch 0: |          | 237/? [02:25<00:00,  1.63it/s]\nEpoch 0: |          | 238/? [02:26<00:00,  1.63it/s]\nEpoch 0: |          | 238/? [02:26<00:00,  1.63it/s]\nEpoch 0: |          | 239/? [02:26<00:00,  1.63it/s]\nEpoch 0: |          | 239/? [02:26<00:00,  1.63it/s]\nEpoch 0: |          | 240/? [02:27<00:00,  1.63it/s]\nEpoch 0: |          | 240/? [02:27<00:00,  1.63it/s]\nEpoch 0: |          | 241/? [02:28<00:00,  1.63it/s]\nEpoch 0: |          | 241/? [02:28<00:00,  1.63it/s]\nEpoch 0: |          | 242/? [02:28<00:00,  1.63it/s]\nEpoch 0: |          | 242/? [02:28<00:00,  1.63it/s]\nEpoch 0: |          | 243/? [02:29<00:00,  1.63it/s]\nEpoch 0: |          | 243/? [02:29<00:00,  1.63it/s]\nEpoch 0: |          | 244/? [02:30<00:00,  1.63it/s]\nEpoch 0: |          | 244/? [02:30<00:00,  1.63it/s]\nEpoch 0: |          | 245/? [02:30<00:00,  1.63it/s]\nEpoch 0: |          | 245/? [02:30<00:00,  1.63it/s]\nEpoch 0: |          | 246/? [02:31<00:00,  1.63it/s]\nEpoch 0: |          | 246/? [02:31<00:00,  1.63it/s]\nEpoch 0: |          | 247/? [02:32<00:00,  1.62it/s]\nEpoch 0: |          | 247/? [02:32<00:00,  1.62it/s]\nEpoch 0: |          | 248/? [02:32<00:00,  1.62it/s]\nEpoch 0: |          | 248/? [02:32<00:00,  1.62it/s]\nEpoch 0: |          | 249/? [02:33<00:00,  1.62it/s]\nEpoch 0: |          | 249/? [02:33<00:00,  1.62it/s]\nEpoch 0: |          | 250/? [02:34<00:00,  1.62it/s]\nEpoch 0: |          | 250/? [02:34<00:00,  1.62it/s]\nEpoch 0: |          | 251/? [02:34<00:00,  1.62it/s]\nEpoch 0: |          | 251/? [02:34<00:00,  1.62it/s]\nEpoch 0: |          | 252/? [02:35<00:00,  1.62it/s]\nEpoch 0: |          | 252/? [02:35<00:00,  1.62it/s]\nEpoch 0: |          | 253/? [02:35<00:00,  1.62it/s]\nEpoch 0: |          | 253/? [02:35<00:00,  1.62it/s]\nEpoch 0: |          | 254/? [02:36<00:00,  1.62it/s]\nEpoch 0: |          | 254/? [02:36<00:00,  1.62it/s]\nEpoch 0: |          | 255/? [02:37<00:00,  1.62it/s]\nEpoch 0: |          | 255/? [02:37<00:00,  1.62it/s]\nEpoch 0: |          | 256/? [02:37<00:00,  1.62it/s]\nEpoch 0: |          | 256/? [02:37<00:00,  1.62it/s]\nEpoch 0: |          | 257/? [02:38<00:00,  1.62it/s]\nEpoch 0: |          | 257/? [02:38<00:00,  1.62it/s]\nEpoch 0: |          | 258/? [02:39<00:00,  1.62it/s]\nEpoch 0: |          | 258/? [02:39<00:00,  1.62it/s]\nEpoch 0: |          | 259/? [02:39<00:00,  1.62it/s]\nEpoch 0: |          | 259/? [02:39<00:00,  1.62it/s]\nEpoch 0: |          | 260/? [02:40<00:00,  1.62it/s]\nEpoch 0: |          | 260/? [02:40<00:00,  1.62it/s]\nEpoch 0: |          | 261/? [02:41<00:00,  1.62it/s]\nEpoch 0: |          | 261/? [02:41<00:00,  1.62it/s]\nEpoch 0: |          | 262/? [02:41<00:00,  1.62it/s]\nEpoch 0: |          | 262/? [02:41<00:00,  1.62it/s]\nEpoch 0: |          | 263/? [02:42<00:00,  1.62it/s]\nEpoch 0: |          | 263/? [02:42<00:00,  1.62it/s]\nEpoch 0: |          | 264/? [02:43<00:00,  1.62it/s]\nEpoch 0: |          | 264/? [02:43<00:00,  1.62it/s]\nEpoch 0: |          | 265/? [02:43<00:00,  1.62it/s]\nEpoch 0: |          | 265/? [02:43<00:00,  1.62it/s]\nEpoch 0: |          | 266/? [02:44<00:00,  1.62it/s]\nEpoch 0: |          | 266/? [02:44<00:00,  1.62it/s]\nEpoch 0: |          | 267/? [02:44<00:00,  1.62it/s]\nEpoch 0: |          | 267/? [02:44<00:00,  1.62it/s]\nEpoch 0: |          | 268/? [02:45<00:00,  1.62it/s]\nEpoch 0: |          | 268/? [02:45<00:00,  1.62it/s]\nEpoch 0: |          | 269/? [02:46<00:00,  1.62it/s]\nEpoch 0: |          | 269/? [02:46<00:00,  1.62it/s]\nEpoch 0: |          | 270/? [02:46<00:00,  1.62it/s]\nEpoch 0: |          | 270/? [02:46<00:00,  1.62it/s]\nEpoch 0: |          | 271/? [02:47<00:00,  1.62it/s]\nEpoch 0: |          | 271/? [02:47<00:00,  1.62it/s]\nEpoch 0: |          | 272/? [02:48<00:00,  1.62it/s]\nEpoch 0: |          | 272/? [02:48<00:00,  1.62it/s]\nEpoch 0: |          | 273/? [02:48<00:00,  1.62it/s]\nEpoch 0: |          | 273/? [02:48<00:00,  1.62it/s]\nEpoch 0: |          | 274/? [02:49<00:00,  1.62it/s]\nEpoch 0: |          | 274/? [02:49<00:00,  1.62it/s]\nEpoch 0: |          | 275/? [02:50<00:00,  1.62it/s]\nEpoch 0: |          | 275/? [02:50<00:00,  1.62it/s]\nEpoch 0: |          | 276/? [02:50<00:00,  1.62it/s]\nEpoch 0: |          | 276/? [02:50<00:00,  1.62it/s]\nEpoch 0: |          | 277/? [02:51<00:00,  1.62it/s]\nEpoch 0: |          | 277/? [02:51<00:00,  1.62it/s]\nEpoch 0: |          | 278/? [02:51<00:00,  1.62it/s]\nEpoch 0: |          | 278/? [02:51<00:00,  1.62it/s]\nEpoch 0: |          | 279/? [02:52<00:00,  1.62it/s]\nEpoch 0: |          | 279/? [02:52<00:00,  1.62it/s]\nEpoch 0: |          | 280/? [02:53<00:00,  1.62it/s]\nEpoch 0: |          | 280/? [02:53<00:00,  1.62it/s]\nEpoch 0: |          | 281/? [02:53<00:00,  1.62it/s]\nEpoch 0: |          | 281/? [02:53<00:00,  1.62it/s]\nEpoch 0: |          | 282/? [02:54<00:00,  1.62it/s]\nEpoch 0: |          | 282/? [02:54<00:00,  1.62it/s]\nEpoch 0: |          | 283/? [02:55<00:00,  1.62it/s]\nEpoch 0: |          | 283/? [02:55<00:00,  1.62it/s]\nEpoch 0: |          | 284/? [02:55<00:00,  1.62it/s]\nEpoch 0: |          | 284/? [02:55<00:00,  1.62it/s]\nEpoch 0: |          | 285/? [02:56<00:00,  1.62it/s]\nEpoch 0: |          | 285/? [02:56<00:00,  1.62it/s]\nEpoch 0: |          | 286/? [02:57<00:00,  1.62it/s]\nEpoch 0: |          | 286/? [02:57<00:00,  1.62it/s]\nEpoch 0: |          | 287/? [02:57<00:00,  1.61it/s]\nEpoch 0: |          | 287/? [02:57<00:00,  1.61it/s]\nEpoch 0: |          | 288/? [02:58<00:00,  1.61it/s]\nEpoch 0: |          | 288/? [02:58<00:00,  1.61it/s]\nEpoch 0: |          | 289/? [02:58<00:00,  1.61it/s]\nEpoch 0: |          | 289/? [02:58<00:00,  1.61it/s]\nEpoch 0: |          | 290/? [02:59<00:00,  1.61it/s]\nEpoch 0: |          | 290/? [02:59<00:00,  1.61it/s]\nEpoch 0: |          | 291/? [03:00<00:00,  1.61it/s]\nEpoch 0: |          | 291/? [03:00<00:00,  1.61it/s]\nEpoch 0: |          | 292/? [03:00<00:00,  1.61it/s]\nEpoch 0: |          | 292/? [03:00<00:00,  1.61it/s]\nEpoch 0: |          | 293/? [03:01<00:00,  1.61it/s]\nEpoch 0: |          | 293/? [03:01<00:00,  1.61it/s]\nEpoch 0: |          | 294/? [03:02<00:00,  1.61it/s]\nEpoch 0: |          | 294/? [03:02<00:00,  1.61it/s]\nEpoch 0: |          | 295/? [03:02<00:00,  1.61it/s]\nEpoch 0: |          | 295/? [03:02<00:00,  1.61it/s]\nEpoch 0: |          | 296/? [03:03<00:00,  1.61it/s]\nEpoch 0: |          | 296/? [03:03<00:00,  1.61it/s]\nEpoch 0: |          | 297/? [03:04<00:00,  1.61it/s]\nEpoch 0: |          | 297/? [03:04<00:00,  1.61it/s]\nEpoch 0: |          | 298/? [03:04<00:00,  1.61it/s]\nEpoch 0: |          | 298/? [03:04<00:00,  1.61it/s]\nEpoch 0: |          | 299/? [03:05<00:00,  1.61it/s]\nEpoch 0: |          | 299/? [03:05<00:00,  1.61it/s]\nEpoch 0: |          | 300/? [03:06<00:00,  1.61it/s]\nEpoch 0: |          | 300/? [03:06<00:00,  1.61it/s]\nEpoch 0: |          | 301/? [03:06<00:00,  1.61it/s]\nEpoch 0: |          | 301/? [03:06<00:00,  1.61it/s]\nEpoch 0: |          | 302/? [03:07<00:00,  1.61it/s]\nEpoch 0: |          | 302/? [03:07<00:00,  1.61it/s]\nEpoch 0: |          | 303/? [03:08<00:00,  1.61it/s]\nEpoch 0: |          | 303/? [03:08<00:00,  1.61it/s]\nEpoch 0: |          | 304/? [03:08<00:00,  1.61it/s]\nEpoch 0: |          | 304/? [03:08<00:00,  1.61it/s]\nEpoch 0: |          | 305/? [03:09<00:00,  1.61it/s]\nEpoch 0: |          | 305/? [03:09<00:00,  1.61it/s]\nEpoch 0: |          | 306/? [03:09<00:00,  1.61it/s]\nEpoch 0: |          | 306/? [03:09<00:00,  1.61it/s]\nEpoch 0: |          | 307/? [03:10<00:00,  1.61it/s]\nEpoch 0: |          | 307/? [03:10<00:00,  1.61it/s]\nEpoch 0: |          | 308/? [03:11<00:00,  1.61it/s]\nEpoch 0: |          | 308/? [03:11<00:00,  1.61it/s]\nEpoch 0: |          | 309/? [03:11<00:00,  1.61it/s]\nEpoch 0: |          | 309/? [03:11<00:00,  1.61it/s]\nEpoch 0: |          | 310/? [03:12<00:00,  1.61it/s]\nEpoch 0: |          | 310/? [03:12<00:00,  1.61it/s]\nEpoch 0: |          | 311/? [03:13<00:00,  1.61it/s]\nEpoch 0: |          | 311/? [03:13<00:00,  1.61it/s]\nEpoch 0: |          | 312/? [03:13<00:00,  1.61it/s]\nEpoch 0: |          | 312/? [03:13<00:00,  1.61it/s]\nEpoch 0: |          | 313/? [03:14<00:00,  1.61it/s]\nEpoch 0: |          | 313/? [03:14<00:00,  1.61it/s]\nEpoch 0: |          | 314/? [03:15<00:00,  1.61it/s]\nEpoch 0: |          | 314/? [03:15<00:00,  1.61it/s]\nEpoch 0: |          | 315/? [03:15<00:00,  1.61it/s]\nEpoch 0: |          | 315/? [03:15<00:00,  1.61it/s]\nEpoch 0: |          | 316/? [03:16<00:00,  1.61it/s]\nEpoch 0: |          | 316/? [03:16<00:00,  1.61it/s]\nEpoch 0: |          | 317/? [03:17<00:00,  1.61it/s]\nEpoch 0: |          | 317/? [03:17<00:00,  1.61it/s]\nEpoch 0: |          | 318/? [03:17<00:00,  1.61it/s]\nEpoch 0: |          | 318/? [03:17<00:00,  1.61it/s]\nEpoch 0: |          | 319/? [03:18<00:00,  1.61it/s]\nEpoch 0: |          | 319/? [03:18<00:00,  1.61it/s]\nEpoch 0: |          | 320/? [03:19<00:00,  1.61it/s]\nEpoch 0: |          | 320/? [03:19<00:00,  1.61it/s]\nEpoch 0: |          | 321/? [03:19<00:00,  1.61it/s]\nEpoch 0: |          | 321/? [03:19<00:00,  1.61it/s]\nEpoch 0: |          | 322/? [03:20<00:00,  1.61it/s]\nEpoch 0: |          | 322/? [03:20<00:00,  1.61it/s]\nEpoch 0: |          | 323/? [03:21<00:00,  1.61it/s]\nEpoch 0: |          | 323/? [03:21<00:00,  1.61it/s]\nEpoch 0: |          | 324/? [03:21<00:00,  1.61it/s]\nEpoch 0: |          | 324/? [03:21<00:00,  1.61it/s]\nEpoch 0: |          | 325/? [03:22<00:00,  1.61it/s]\nEpoch 0: |          | 325/? [03:22<00:00,  1.61it/s]\nEpoch 0: |          | 326/? [03:22<00:00,  1.61it/s]\nEpoch 0: |          | 326/? [03:22<00:00,  1.61it/s]\nEpoch 0: |          | 327/? [03:23<00:00,  1.61it/s]\nEpoch 0: |          | 327/? [03:23<00:00,  1.61it/s]\nEpoch 0: |          | 328/? [03:24<00:00,  1.61it/s]\nEpoch 0: |          | 328/? [03:24<00:00,  1.61it/s]\nEpoch 0: |          | 329/? [03:24<00:00,  1.61it/s]\nEpoch 0: |          | 329/? [03:24<00:00,  1.61it/s]\nEpoch 0: |          | 330/? [03:25<00:00,  1.61it/s]\nEpoch 0: |          | 330/? [03:25<00:00,  1.61it/s]\nEpoch 0: |          | 331/? [03:26<00:00,  1.61it/s]\nEpoch 0: |          | 331/? [03:26<00:00,  1.61it/s]\nEpoch 0: |          | 332/? [03:26<00:00,  1.60it/s]\nEpoch 0: |          | 332/? [03:26<00:00,  1.60it/s]\nEpoch 0: |          | 333/? [03:27<00:00,  1.60it/s]\nEpoch 0: |          | 333/? [03:27<00:00,  1.60it/s]\nEpoch 0: |          | 334/? [03:28<00:00,  1.60it/s]\nEpoch 0: |          | 334/? [03:28<00:00,  1.60it/s]\nEpoch 0: |          | 335/? [03:28<00:00,  1.60it/s]\nEpoch 0: |          | 335/? [03:28<00:00,  1.60it/s]\nEpoch 0: |          | 336/? [03:29<00:00,  1.60it/s]\nEpoch 0: |          | 336/? [03:29<00:00,  1.60it/s]\nEpoch 0: |          | 337/? [03:30<00:00,  1.60it/s]\nEpoch 0: |          | 337/? [03:30<00:00,  1.60it/s]\nEpoch 0: |          | 338/? [03:30<00:00,  1.60it/s]\nEpoch 0: |          | 338/? [03:30<00:00,  1.60it/s]\nEpoch 0: |          | 339/? [03:31<00:00,  1.60it/s]\nEpoch 0: |          | 339/? [03:31<00:00,  1.60it/s]\nEpoch 0: |          | 340/? [03:32<00:00,  1.60it/s]\nEpoch 0: |          | 340/? [03:32<00:00,  1.60it/s]\nEpoch 0: |          | 341/? [03:32<00:00,  1.60it/s]\nEpoch 0: |          | 341/? [03:32<00:00,  1.60it/s]\nEpoch 0: |          | 342/? [03:33<00:00,  1.60it/s]\nEpoch 0: |          | 342/? [03:33<00:00,  1.60it/s]\nEpoch 0: |          | 343/? [03:34<00:00,  1.60it/s]\nEpoch 0: |          | 343/? [03:34<00:00,  1.60it/s]\nEpoch 0: |          | 344/? [03:34<00:00,  1.60it/s]\nEpoch 0: |          | 344/? [03:34<00:00,  1.60it/s]\nEpoch 0: |          | 345/? [03:35<00:00,  1.60it/s]\nEpoch 0: |          | 345/? [03:35<00:00,  1.60it/s]\nEpoch 0: |          | 346/? [03:36<00:00,  1.60it/s]\nEpoch 0: |          | 346/? [03:36<00:00,  1.60it/s]\nEpoch 0: |          | 347/? [03:36<00:00,  1.60it/s]\nEpoch 0: |          | 347/? [03:36<00:00,  1.60it/s]\nEpoch 0: |          | 348/? [03:37<00:00,  1.60it/s]\nEpoch 0: |          | 348/? [03:37<00:00,  1.60it/s]\nEpoch 0: |          | 349/? [03:38<00:00,  1.60it/s]\nEpoch 0: |          | 349/? [03:38<00:00,  1.60it/s]\nEpoch 0: |          | 350/? [03:38<00:00,  1.60it/s]\nEpoch 0: |          | 350/? [03:38<00:00,  1.60it/s]\nEpoch 0: |          | 351/? [03:39<00:00,  1.60it/s]\nEpoch 0: |          | 351/? [03:39<00:00,  1.60it/s]\nEpoch 0: |          | 352/? [03:39<00:00,  1.60it/s]\nEpoch 0: |          | 352/? [03:39<00:00,  1.60it/s]\nEpoch 0: |          | 353/? [03:40<00:00,  1.60it/s]\nEpoch 0: |          | 353/? [03:40<00:00,  1.60it/s]\nEpoch 0: |          | 354/? [03:41<00:00,  1.60it/s]\nEpoch 0: |          | 354/? [03:41<00:00,  1.60it/s]\nEpoch 0: |          | 355/? [03:41<00:00,  1.60it/s]\nEpoch 0: |          | 355/? [03:41<00:00,  1.60it/s]\nEpoch 0: |          | 356/? [03:42<00:00,  1.60it/s]\nEpoch 0: |          | 356/? [03:42<00:00,  1.60it/s]\nEpoch 0: |          | 357/? [03:43<00:00,  1.60it/s]\nEpoch 0: |          | 357/? [03:43<00:00,  1.60it/s]\nEpoch 0: |          | 358/? [03:43<00:00,  1.60it/s]\nEpoch 0: |          | 358/? [03:43<00:00,  1.60it/s]\nEpoch 0: |          | 359/? [03:44<00:00,  1.60it/s]\nEpoch 0: |          | 359/? [03:44<00:00,  1.60it/s]\nEpoch 0: |          | 360/? [03:44<00:00,  1.60it/s]\nEpoch 0: |          | 360/? [03:44<00:00,  1.60it/s]\nEpoch 0: |          | 361/? [03:45<00:00,  1.60it/s]\nEpoch 0: |          | 361/? [03:45<00:00,  1.60it/s]\nEpoch 0: |          | 362/? [03:46<00:00,  1.60it/s]\nEpoch 0: |          | 362/? [03:46<00:00,  1.60it/s]\nEpoch 0: |          | 363/? [03:46<00:00,  1.60it/s]\nEpoch 0: |          | 363/? [03:46<00:00,  1.60it/s]\nEpoch 0: |          | 364/? [03:47<00:00,  1.60it/s]\nEpoch 0: |          | 364/? [03:47<00:00,  1.60it/s]\nEpoch 0: |          | 365/? [03:48<00:00,  1.60it/s]\nEpoch 0: |          | 365/? [03:48<00:00,  1.60it/s]\nEpoch 0: |          | 366/? [03:48<00:00,  1.60it/s]\nEpoch 0: |          | 366/? [03:48<00:00,  1.60it/s]\nEpoch 0: |          | 367/? [03:49<00:00,  1.60it/s]\nEpoch 0: |          | 367/? [03:49<00:00,  1.60it/s]\nEpoch 0: |          | 368/? [03:50<00:00,  1.60it/s]\nEpoch 0: |          | 368/? [03:50<00:00,  1.60it/s]\nEpoch 0: |          | 369/? [03:50<00:00,  1.60it/s]\nEpoch 0: |          | 369/? [03:50<00:00,  1.60it/s]\nEpoch 0: |          | 370/? [03:51<00:00,  1.60it/s]\nEpoch 0: |          | 370/? [03:51<00:00,  1.60it/s]\nEpoch 0: |          | 371/? [03:52<00:00,  1.60it/s]\nEpoch 0: |          | 371/? [03:52<00:00,  1.60it/s]\nEpoch 0: |          | 372/? [03:52<00:00,  1.60it/s]\nEpoch 0: |          | 372/? [03:52<00:00,  1.60it/s]\nEpoch 0: |          | 373/? [03:53<00:00,  1.60it/s]\nEpoch 0: |          | 373/? [03:53<00:00,  1.60it/s]\nEpoch 0: |          | 374/? [03:53<00:00,  1.60it/s]\nEpoch 0: |          | 374/? [03:53<00:00,  1.60it/s]\nEpoch 0: |          | 375/? [03:54<00:00,  1.60it/s]\nEpoch 0: |          | 375/? [03:54<00:00,  1.60it/s]\nEpoch 0: |          | 376/? [03:55<00:00,  1.60it/s]\nEpoch 0: |          | 376/? [03:55<00:00,  1.60it/s]\nEpoch 0: |          | 377/? [03:55<00:00,  1.60it/s]\nEpoch 0: |          | 377/? [03:55<00:00,  1.60it/s]\nEpoch 0: |          | 378/? [03:56<00:00,  1.60it/s]\nEpoch 0: |          | 378/? [03:56<00:00,  1.60it/s]\nEpoch 0: |          | 379/? [03:57<00:00,  1.60it/s]\nEpoch 0: |          | 379/? [03:57<00:00,  1.60it/s]\nEpoch 0: |          | 380/? [03:57<00:00,  1.60it/s]\nEpoch 0: |          | 380/? [03:57<00:00,  1.60it/s]\nEpoch 0: |          | 381/? [03:58<00:00,  1.60it/s]\nEpoch 0: |          | 381/? [03:58<00:00,  1.60it/s]\nEpoch 0: |          | 382/? [03:59<00:00,  1.60it/s]\nEpoch 0: |          | 382/? [03:59<00:00,  1.60it/s]\nEpoch 0: |          | 383/? [03:59<00:00,  1.60it/s]\nEpoch 0: |          | 383/? [03:59<00:00,  1.60it/s]\nEpoch 0: |          | 384/? [04:00<00:00,  1.60it/s]\nEpoch 0: |          | 384/? [04:00<00:00,  1.60it/s]\nEpoch 0: |          | 385/? [04:00<00:00,  1.60it/s]\nEpoch 0: |          | 385/? [04:00<00:00,  1.60it/s]\nEpoch 0: |          | 386/? [04:01<00:00,  1.60it/s]\nEpoch 0: |          | 386/? [04:01<00:00,  1.60it/s]\nEpoch 0: |          | 387/? [04:02<00:00,  1.60it/s]\nEpoch 0: |          | 387/? [04:02<00:00,  1.60it/s]\nEpoch 0: |          | 388/? [04:02<00:00,  1.60it/s]\nEpoch 0: |          | 388/? [04:02<00:00,  1.60it/s]\nEpoch 0: |          | 389/? [04:03<00:00,  1.60it/s]\nEpoch 0: |          | 389/? [04:03<00:00,  1.60it/s]\nEpoch 0: |          | 390/? [04:04<00:00,  1.60it/s]\nEpoch 0: |          | 390/? [04:04<00:00,  1.60it/s]\nEpoch 0: |          | 391/? [04:04<00:00,  1.60it/s]\nEpoch 0: |          | 391/? [04:04<00:00,  1.60it/s]\nEpoch 0: |          | 392/? [04:05<00:00,  1.60it/s]\nEpoch 0: |          | 392/? [04:05<00:00,  1.60it/s]\nEpoch 0: |          | 393/? [04:06<00:00,  1.60it/s]\nEpoch 0: |          | 393/? [04:06<00:00,  1.60it/s]\nEpoch 0: |          | 394/? [04:06<00:00,  1.60it/s]\nEpoch 0: |          | 394/? [04:06<00:00,  1.60it/s]\nEpoch 0: |          | 395/? [04:07<00:00,  1.60it/s]\nEpoch 0: |          | 395/? [04:07<00:00,  1.60it/s]\nEpoch 0: |          | 396/? [04:08<00:00,  1.60it/s]\nEpoch 0: |          | 396/? [04:08<00:00,  1.60it/s]\nEpoch 0: |          | 397/? [04:08<00:00,  1.60it/s]\nEpoch 0: |          | 397/? [04:08<00:00,  1.60it/s]\nEpoch 0: |          | 398/? [04:09<00:00,  1.60it/s]\nEpoch 0: |          | 398/? [04:09<00:00,  1.60it/s]\nEpoch 0: |          | 399/? [04:10<00:00,  1.59it/s]\nEpoch 0: |          | 399/? [04:10<00:00,  1.59it/s]\nEpoch 0: |          | 400/? [04:10<00:00,  1.59it/s]\nEpoch 0: |          | 400/? [04:10<00:00,  1.59it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:02,  1.30it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.24it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:02<00:00,  1.26it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:03<00:00,  1.25it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 400/? [04:14<00:00,  1.57it/s]\nEpoch 0: |          | 401/? [04:14<00:00,  1.57it/s]\nEpoch 0: |          | 401/? [04:14<00:00,  1.57it/s]\nEpoch 0: |          | 402/? [04:15<00:00,  1.57it/s]\nEpoch 0: |          | 402/? [04:15<00:00,  1.57it/s]\nEpoch 0: |          | 403/? [04:16<00:00,  1.57it/s]\nEpoch 0: |          | 403/? [04:16<00:00,  1.57it/s]\nEpoch 0: |          | 404/? [04:16<00:00,  1.57it/s]\nEpoch 0: |          | 404/? [04:16<00:00,  1.57it/s]\nEpoch 0: |          | 405/? [04:17<00:00,  1.57it/s]\nEpoch 0: |          | 405/? [04:17<00:00,  1.57it/s]\nEpoch 0: |          | 406/? [04:17<00:00,  1.57it/s]\nEpoch 0: |          | 406/? [04:17<00:00,  1.57it/s]\nEpoch 0: |          | 407/? [04:18<00:00,  1.57it/s]\nEpoch 0: |          | 407/? [04:18<00:00,  1.57it/s]\nEpoch 0: |          | 408/? [04:19<00:00,  1.57it/s]\nEpoch 0: |          | 408/? [04:19<00:00,  1.57it/s]\nEpoch 0: |          | 409/? [04:19<00:00,  1.57it/s]\nEpoch 0: |          | 409/? [04:19<00:00,  1.57it/s]\nEpoch 0: |          | 410/? [04:20<00:00,  1.57it/s]\nEpoch 0: |          | 410/? [04:20<00:00,  1.57it/s]\nEpoch 0: |          | 411/? [04:21<00:00,  1.57it/s]\nEpoch 0: |          | 411/? [04:21<00:00,  1.57it/s]\nEpoch 0: |          | 412/? [04:22<00:00,  1.57it/s]\nEpoch 0: |          | 412/? [04:22<00:00,  1.57it/s]\nEpoch 0: |          | 413/? [04:22<00:00,  1.57it/s]\nEpoch 0: |          | 413/? [04:22<00:00,  1.57it/s]\nEpoch 0: |          | 414/? [04:23<00:00,  1.57it/s]\nEpoch 0: |          | 414/? [04:23<00:00,  1.57it/s]\nEpoch 0: |          | 415/? [04:23<00:00,  1.57it/s]\nEpoch 0: |          | 415/? [04:23<00:00,  1.57it/s]\nEpoch 0: |          | 416/? [04:24<00:00,  1.57it/s]\nEpoch 0: |          | 416/? [04:24<00:00,  1.57it/s]\nEpoch 0: |          | 417/? [04:25<00:00,  1.57it/s]\nEpoch 0: |          | 417/? [04:25<00:00,  1.57it/s]\nEpoch 0: |          | 418/? [04:25<00:00,  1.57it/s]\nEpoch 0: |          | 418/? [04:25<00:00,  1.57it/s]\nEpoch 0: |          | 419/? [04:26<00:00,  1.57it/s]\nEpoch 0: |          | 419/? [04:26<00:00,  1.57it/s]\nEpoch 0: |          | 420/? [04:27<00:00,  1.57it/s]\nEpoch 0: |          | 420/? [04:27<00:00,  1.57it/s]\nEpoch 0: |          | 421/? [04:27<00:00,  1.57it/s]\nEpoch 0: |          | 421/? [04:27<00:00,  1.57it/s]\nEpoch 0: |          | 422/? [04:28<00:00,  1.57it/s]\nEpoch 0: |          | 422/? [04:28<00:00,  1.57it/s]\nEpoch 0: |          | 423/? [04:29<00:00,  1.57it/s]\nEpoch 0: |          | 423/? [04:29<00:00,  1.57it/s]\nEpoch 0: |          | 424/? [04:29<00:00,  1.57it/s]\nEpoch 0: |          | 424/? [04:29<00:00,  1.57it/s]\nEpoch 0: |          | 425/? [04:30<00:00,  1.57it/s]\nEpoch 0: |          | 425/? [04:30<00:00,  1.57it/s]\nEpoch 0: |          | 426/? [04:31<00:00,  1.57it/s]\nEpoch 0: |          | 426/? [04:31<00:00,  1.57it/s]\nEpoch 0: |          | 427/? [04:31<00:00,  1.57it/s]\nEpoch 0: |          | 427/? [04:31<00:00,  1.57it/s]\nEpoch 0: |          | 428/? [04:32<00:00,  1.57it/s]\nEpoch 0: |          | 428/? [04:32<00:00,  1.57it/s]\nEpoch 0: |          | 429/? [04:32<00:00,  1.57it/s]\nEpoch 0: |          | 429/? [04:33<00:00,  1.57it/s]\nEpoch 0: |          | 430/? [04:33<00:00,  1.57it/s]\nEpoch 0: |          | 430/? [04:33<00:00,  1.57it/s]\nEpoch 0: |          | 431/? [04:34<00:00,  1.57it/s]\nEpoch 0: |          | 431/? [04:34<00:00,  1.57it/s]\nEpoch 0: |          | 432/? [04:34<00:00,  1.57it/s]\nEpoch 0: |          | 432/? [04:34<00:00,  1.57it/s]\nEpoch 0: |          | 433/? [04:35<00:00,  1.57it/s]\nEpoch 0: |          | 433/? [04:35<00:00,  1.57it/s]\nEpoch 0: |          | 434/? [04:36<00:00,  1.57it/s]\nEpoch 0: |          | 434/? [04:36<00:00,  1.57it/s]\nEpoch 0: |          | 435/? [04:36<00:00,  1.57it/s]\nEpoch 0: |          | 435/? [04:36<00:00,  1.57it/s]\nEpoch 0: |          | 436/? [04:37<00:00,  1.57it/s]\nEpoch 0: |          | 436/? [04:37<00:00,  1.57it/s]\nEpoch 0: |          | 437/? [04:38<00:00,  1.57it/s]\nEpoch 0: |          | 437/? [04:38<00:00,  1.57it/s]\nEpoch 0: |          | 438/? [04:38<00:00,  1.57it/s]\nEpoch 0: |          | 438/? [04:38<00:00,  1.57it/s]\nEpoch 0: |          | 439/? [04:39<00:00,  1.57it/s]\nEpoch 0: |          | 439/? [04:39<00:00,  1.57it/s]\nEpoch 0: |          | 440/? [04:40<00:00,  1.57it/s]\nEpoch 0: |          | 440/? [04:40<00:00,  1.57it/s]\nEpoch 0: |          | 441/? [04:40<00:00,  1.57it/s]\nEpoch 0: |          | 441/? [04:40<00:00,  1.57it/s]\nEpoch 0: |          | 442/? [04:41<00:00,  1.57it/s]\nEpoch 0: |          | 442/? [04:41<00:00,  1.57it/s]\nEpoch 0: |          | 443/? [04:41<00:00,  1.57it/s]\nEpoch 0: |          | 443/? [04:41<00:00,  1.57it/s]\nEpoch 0: |          | 444/? [04:42<00:00,  1.57it/s]\nEpoch 0: |          | 444/? [04:42<00:00,  1.57it/s]\nEpoch 0: |          | 445/? [04:43<00:00,  1.57it/s]\nEpoch 0: |          | 445/? [04:43<00:00,  1.57it/s]\nEpoch 0: |          | 446/? [04:43<00:00,  1.57it/s]\nEpoch 0: |          | 446/? [04:43<00:00,  1.57it/s]\nEpoch 0: |          | 447/? [04:44<00:00,  1.57it/s]\nEpoch 0: |          | 447/? [04:44<00:00,  1.57it/s]\nEpoch 0: |          | 448/? [04:45<00:00,  1.57it/s]\nEpoch 0: |          | 448/? [04:45<00:00,  1.57it/s]\nEpoch 0: |          | 449/? [04:45<00:00,  1.57it/s]\nEpoch 0: |          | 449/? [04:45<00:00,  1.57it/s]\nEpoch 0: |          | 450/? [04:46<00:00,  1.57it/s]\nEpoch 0: |          | 450/? [04:46<00:00,  1.57it/s]\nEpoch 0: |          | 451/? [04:47<00:00,  1.57it/s]\nEpoch 0: |          | 451/? [04:47<00:00,  1.57it/s]\nEpoch 0: |          | 452/? [04:47<00:00,  1.57it/s]\nEpoch 0: |          | 452/? [04:47<00:00,  1.57it/s]\nEpoch 0: |          | 453/? [04:48<00:00,  1.57it/s]\nEpoch 0: |          | 453/? [04:48<00:00,  1.57it/s]\nEpoch 0: |          | 454/? [04:48<00:00,  1.57it/s]\nEpoch 0: |          | 454/? [04:48<00:00,  1.57it/s]\nEpoch 0: |          | 455/? [04:49<00:00,  1.57it/s]\nEpoch 0: |          | 455/? [04:49<00:00,  1.57it/s]\nEpoch 0: |          | 456/? [04:50<00:00,  1.57it/s]\nEpoch 0: |          | 456/? [04:50<00:00,  1.57it/s]\nEpoch 0: |          | 457/? [04:50<00:00,  1.57it/s]\nEpoch 0: |          | 457/? [04:50<00:00,  1.57it/s]\nEpoch 0: |          | 458/? [04:51<00:00,  1.57it/s]\nEpoch 0: |          | 458/? [04:51<00:00,  1.57it/s]\nEpoch 0: |          | 459/? [04:51<00:00,  1.57it/s]\nEpoch 0: |          | 459/? [04:51<00:00,  1.57it/s]\nEpoch 0: |          | 460/? [04:52<00:00,  1.57it/s]\nEpoch 0: |          | 460/? [04:52<00:00,  1.57it/s]\nEpoch 0: |          | 461/? [04:53<00:00,  1.57it/s]\nEpoch 0: |          | 461/? [04:53<00:00,  1.57it/s]\nEpoch 0: |          | 462/? [04:53<00:00,  1.57it/s]\nEpoch 0: |          | 462/? [04:53<00:00,  1.57it/s]\nEpoch 0: |          | 463/? [04:54<00:00,  1.57it/s]\nEpoch 0: |          | 463/? [04:54<00:00,  1.57it/s]\nEpoch 0: |          | 464/? [04:55<00:00,  1.57it/s]\nEpoch 0: |          | 464/? [04:55<00:00,  1.57it/s]\nEpoch 0: |          | 465/? [04:55<00:00,  1.57it/s]\nEpoch 0: |          | 465/? [04:55<00:00,  1.57it/s]\nEpoch 0: |          | 466/? [04:56<00:00,  1.57it/s]\nEpoch 0: |          | 466/? [04:56<00:00,  1.57it/s]\nEpoch 0: |          | 467/? [04:56<00:00,  1.57it/s]\nEpoch 0: |          | 467/? [04:56<00:00,  1.57it/s]\nEpoch 0: |          | 468/? [04:57<00:00,  1.57it/s]\nEpoch 0: |          | 468/? [04:57<00:00,  1.57it/s]\nEpoch 0: |          | 469/? [04:58<00:00,  1.57it/s]\nEpoch 0: |          | 469/? [04:58<00:00,  1.57it/s]\nEpoch 0: |          | 470/? [04:58<00:00,  1.57it/s]\nEpoch 0: |          | 470/? [04:58<00:00,  1.57it/s]\nEpoch 0: |          | 471/? [04:59<00:00,  1.57it/s]\nEpoch 0: |          | 471/? [04:59<00:00,  1.57it/s]\nEpoch 0: |          | 472/? [05:00<00:00,  1.57it/s]\nEpoch 0: |          | 472/? [05:00<00:00,  1.57it/s]\nEpoch 0: |          | 473/? [05:00<00:00,  1.57it/s]\nEpoch 0: |          | 473/? [05:00<00:00,  1.57it/s]\nEpoch 0: |          | 474/? [05:01<00:00,  1.57it/s]\nEpoch 0: |          | 474/? [05:01<00:00,  1.57it/s]\nEpoch 0: |          | 475/? [05:01<00:00,  1.57it/s]\nEpoch 0: |          | 475/? [05:01<00:00,  1.57it/s]\nEpoch 0: |          | 476/? [05:02<00:00,  1.57it/s]\nEpoch 0: |          | 476/? [05:02<00:00,  1.57it/s]\nEpoch 0: |          | 477/? [05:03<00:00,  1.57it/s]\nEpoch 0: |          | 477/? [05:03<00:00,  1.57it/s]\nEpoch 0: |          | 478/? [05:03<00:00,  1.57it/s]\nEpoch 0: |          | 478/? [05:03<00:00,  1.57it/s]\nEpoch 0: |          | 479/? [05:04<00:00,  1.57it/s]\nEpoch 0: |          | 479/? [05:04<00:00,  1.57it/s]\nEpoch 0: |          | 480/? [05:04<00:00,  1.57it/s]\nEpoch 0: |          | 480/? [05:04<00:00,  1.57it/s]\nEpoch 0: |          | 481/? [05:05<00:00,  1.57it/s]\nEpoch 0: |          | 481/? [05:05<00:00,  1.57it/s]\nEpoch 0: |          | 482/? [05:06<00:00,  1.57it/s]\nEpoch 0: |          | 482/? [05:06<00:00,  1.57it/s]\nEpoch 0: |          | 483/? [05:06<00:00,  1.57it/s]\nEpoch 0: |          | 483/? [05:06<00:00,  1.57it/s]\nEpoch 0: |          | 484/? [05:07<00:00,  1.57it/s]\nEpoch 0: |          | 484/? [05:07<00:00,  1.57it/s]\nEpoch 0: |          | 485/? [05:08<00:00,  1.57it/s]\nEpoch 0: |          | 485/? [05:08<00:00,  1.57it/s]\nEpoch 0: |          | 486/? [05:08<00:00,  1.57it/s]\nEpoch 0: |          | 486/? [05:08<00:00,  1.57it/s]\nEpoch 0: |          | 487/? [05:09<00:00,  1.57it/s]\nEpoch 0: |          | 487/? [05:09<00:00,  1.57it/s]\nEpoch 0: |          | 488/? [05:09<00:00,  1.57it/s]\nEpoch 0: |          | 488/? [05:09<00:00,  1.57it/s]\nEpoch 0: |          | 489/? [05:10<00:00,  1.57it/s]\nEpoch 0: |          | 489/? [05:10<00:00,  1.57it/s]\nEpoch 0: |          | 490/? [05:11<00:00,  1.57it/s]\nEpoch 0: |          | 490/? [05:11<00:00,  1.57it/s]\nEpoch 0: |          | 491/? [05:11<00:00,  1.57it/s]\nEpoch 0: |          | 491/? [05:11<00:00,  1.57it/s]\nEpoch 0: |          | 492/? [05:12<00:00,  1.57it/s]\nEpoch 0: |          | 492/? [05:12<00:00,  1.57it/s]\nEpoch 0: |          | 493/? [05:13<00:00,  1.57it/s]\nEpoch 0: |          | 493/? [05:13<00:00,  1.57it/s]\nEpoch 0: |          | 494/? [05:13<00:00,  1.57it/s]\nEpoch 0: |          | 494/? [05:13<00:00,  1.57it/s]\nEpoch 0: |          | 495/? [05:14<00:00,  1.57it/s]\nEpoch 0: |          | 495/? [05:14<00:00,  1.57it/s]\nEpoch 0: |          | 496/? [05:14<00:00,  1.57it/s]\nEpoch 0: |          | 496/? [05:14<00:00,  1.57it/s]\nEpoch 0: |          | 497/? [05:15<00:00,  1.58it/s]\nEpoch 0: |          | 497/? [05:15<00:00,  1.58it/s]\nEpoch 0: |          | 498/? [05:16<00:00,  1.58it/s]\nEpoch 0: |          | 498/? [05:16<00:00,  1.58it/s]\nEpoch 0: |          | 499/? [05:16<00:00,  1.58it/s]\nEpoch 0: |          | 499/? [05:16<00:00,  1.58it/s]\nEpoch 0: |          | 500/? [05:17<00:00,  1.58it/s]\nEpoch 0: |          | 500/? [05:17<00:00,  1.58it/s]\nEpoch 0: |          | 501/? [05:18<00:00,  1.58it/s]\nEpoch 0: |          | 501/? [05:18<00:00,  1.58it/s]\nEpoch 0: |          | 502/? [05:18<00:00,  1.58it/s]\nEpoch 0: |          | 502/? [05:18<00:00,  1.58it/s]\nEpoch 0: |          | 503/? [05:19<00:00,  1.58it/s]\nEpoch 0: |          | 503/? [05:19<00:00,  1.58it/s]\nEpoch 0: |          | 504/? [05:20<00:00,  1.57it/s]\nEpoch 0: |          | 504/? [05:20<00:00,  1.57it/s]\nEpoch 0: |          | 505/? [05:20<00:00,  1.58it/s]\nEpoch 0: |          | 505/? [05:20<00:00,  1.58it/s]\nEpoch 0: |          | 506/? [05:21<00:00,  1.58it/s]\nEpoch 0: |          | 506/? [05:21<00:00,  1.58it/s]\nEpoch 0: |          | 507/? [05:21<00:00,  1.57it/s]\nEpoch 0: |          | 507/? [05:21<00:00,  1.57it/s]\nEpoch 0: |          | 508/? [05:22<00:00,  1.57it/s]\nEpoch 0: |          | 508/? [05:22<00:00,  1.57it/s]\nEpoch 0: |          | 509/? [05:23<00:00,  1.57it/s]\nEpoch 0: |          | 509/? [05:23<00:00,  1.57it/s]\nEpoch 0: |          | 510/? [05:23<00:00,  1.57it/s]\nEpoch 0: |          | 510/? [05:23<00:00,  1.57it/s]\nEpoch 0: |          | 511/? [05:24<00:00,  1.57it/s]\nEpoch 0: |          | 511/? [05:24<00:00,  1.57it/s]\nEpoch 0: |          | 512/? [05:25<00:00,  1.57it/s]\nEpoch 0: |          | 512/? [05:25<00:00,  1.57it/s]\nEpoch 0: |          | 513/? [05:25<00:00,  1.57it/s]\nEpoch 0: |          | 513/? [05:25<00:00,  1.57it/s]\nEpoch 0: |          | 514/? [05:26<00:00,  1.57it/s]\nEpoch 0: |          | 514/? [05:26<00:00,  1.57it/s]\nEpoch 0: |          | 515/? [05:27<00:00,  1.57it/s]\nEpoch 0: |          | 515/? [05:27<00:00,  1.57it/s]\nEpoch 0: |          | 516/? [05:27<00:00,  1.57it/s]\nEpoch 0: |          | 516/? [05:27<00:00,  1.57it/s]\nEpoch 0: |          | 517/? [05:28<00:00,  1.57it/s]\nEpoch 0: |          | 517/? [05:28<00:00,  1.57it/s]\nEpoch 0: |          | 518/? [05:29<00:00,  1.57it/s]\nEpoch 0: |          | 518/? [05:29<00:00,  1.57it/s]\nEpoch 0: |          | 519/? [05:29<00:00,  1.57it/s]\nEpoch 0: |          | 519/? [05:29<00:00,  1.57it/s]\nEpoch 0: |          | 520/? [05:30<00:00,  1.57it/s]\nEpoch 0: |          | 520/? [05:30<00:00,  1.57it/s]\nEpoch 0: |          | 521/? [05:30<00:00,  1.57it/s]\nEpoch 0: |          | 521/? [05:30<00:00,  1.57it/s]\nEpoch 0: |          | 522/? [05:31<00:00,  1.57it/s]\nEpoch 0: |          | 522/? [05:31<00:00,  1.57it/s]\nEpoch 0: |          | 523/? [05:32<00:00,  1.57it/s]\nEpoch 0: |          | 523/? [05:32<00:00,  1.57it/s]\nEpoch 0: |          | 524/? [05:32<00:00,  1.57it/s]\nEpoch 0: |          | 524/? [05:32<00:00,  1.57it/s]\nEpoch 0: |          | 525/? [05:33<00:00,  1.57it/s]\nEpoch 0: |          | 525/? [05:33<00:00,  1.57it/s]\nEpoch 0: |          | 526/? [05:34<00:00,  1.57it/s]\nEpoch 0: |          | 526/? [05:34<00:00,  1.57it/s]\nEpoch 0: |          | 527/? [05:34<00:00,  1.57it/s]\nEpoch 0: |          | 527/? [05:34<00:00,  1.57it/s]\nEpoch 0: |          | 528/? [05:35<00:00,  1.57it/s]\nEpoch 0: |          | 528/? [05:35<00:00,  1.57it/s]\nEpoch 0: |          | 529/? [05:36<00:00,  1.57it/s]\nEpoch 0: |          | 529/? [05:36<00:00,  1.57it/s]\nEpoch 0: |          | 530/? [05:36<00:00,  1.57it/s]\nEpoch 0: |          | 530/? [05:36<00:00,  1.57it/s]\nEpoch 0: |          | 531/? [05:37<00:00,  1.57it/s]\nEpoch 0: |          | 531/? [05:37<00:00,  1.57it/s]\nEpoch 0: |          | 532/? [05:37<00:00,  1.57it/s]\nEpoch 0: |          | 532/? [05:37<00:00,  1.57it/s]\nEpoch 0: |          | 533/? [05:38<00:00,  1.57it/s]\nEpoch 0: |          | 533/? [05:38<00:00,  1.57it/s]\nEpoch 0: |          | 534/? [05:39<00:00,  1.57it/s]\nEpoch 0: |          | 534/? [05:39<00:00,  1.57it/s]\nEpoch 0: |          | 535/? [05:39<00:00,  1.57it/s]\nEpoch 0: |          | 535/? [05:39<00:00,  1.57it/s]\nEpoch 0: |          | 536/? [05:40<00:00,  1.57it/s]\nEpoch 0: |          | 536/? [05:40<00:00,  1.57it/s]\nEpoch 0: |          | 537/? [05:41<00:00,  1.57it/s]\nEpoch 0: |          | 537/? [05:41<00:00,  1.57it/s]\nEpoch 0: |          | 538/? [05:41<00:00,  1.57it/s]\nEpoch 0: |          | 538/? [05:41<00:00,  1.57it/s]\nEpoch 0: |          | 539/? [05:42<00:00,  1.57it/s]\nEpoch 0: |          | 539/? [05:42<00:00,  1.57it/s]\nEpoch 0: |          | 540/? [05:43<00:00,  1.57it/s]\nEpoch 0: |          | 540/? [05:43<00:00,  1.57it/s]\nEpoch 0: |          | 541/? [05:43<00:00,  1.57it/s]\nEpoch 0: |          | 541/? [05:43<00:00,  1.57it/s]\nEpoch 0: |          | 542/? [05:44<00:00,  1.57it/s]\nEpoch 0: |          | 542/? [05:44<00:00,  1.57it/s]\nEpoch 0: |          | 543/? [05:45<00:00,  1.57it/s]\nEpoch 0: |          | 543/? [05:45<00:00,  1.57it/s]\nEpoch 0: |          | 544/? [05:45<00:00,  1.57it/s]\nEpoch 0: |          | 544/? [05:45<00:00,  1.57it/s]\nEpoch 0: |          | 545/? [05:46<00:00,  1.57it/s]\nEpoch 0: |          | 545/? [05:46<00:00,  1.57it/s]\nEpoch 0: |          | 546/? [05:46<00:00,  1.57it/s]\nEpoch 0: |          | 546/? [05:46<00:00,  1.57it/s]\nEpoch 0: |          | 547/? [05:47<00:00,  1.57it/s]\nEpoch 0: |          | 547/? [05:47<00:00,  1.57it/s]\nEpoch 0: |          | 548/? [05:48<00:00,  1.57it/s]\nEpoch 0: |          | 548/? [05:48<00:00,  1.57it/s]\nEpoch 0: |          | 549/? [05:48<00:00,  1.57it/s]\nEpoch 0: |          | 549/? [05:48<00:00,  1.57it/s]\nEpoch 0: |          | 550/? [05:49<00:00,  1.57it/s]\nEpoch 0: |          | 550/? [05:49<00:00,  1.57it/s]\nEpoch 0: |          | 551/? [05:50<00:00,  1.57it/s]\nEpoch 0: |          | 551/? [05:50<00:00,  1.57it/s]\nEpoch 0: |          | 552/? [05:50<00:00,  1.57it/s]\nEpoch 0: |          | 552/? [05:50<00:00,  1.57it/s]\nEpoch 0: |          | 553/? [05:51<00:00,  1.57it/s]\nEpoch 0: |          | 553/? [05:51<00:00,  1.57it/s]\nEpoch 0: |          | 554/? [05:52<00:00,  1.57it/s]\nEpoch 0: |          | 554/? [05:52<00:00,  1.57it/s]\nEpoch 0: |          | 555/? [05:52<00:00,  1.57it/s]\nEpoch 0: |          | 555/? [05:52<00:00,  1.57it/s]\nEpoch 0: |          | 556/? [05:53<00:00,  1.57it/s]\nEpoch 0: |          | 556/? [05:53<00:00,  1.57it/s]\nEpoch 0: |          | 557/? [05:53<00:00,  1.57it/s]\nEpoch 0: |          | 557/? [05:53<00:00,  1.57it/s]\nEpoch 0: |          | 558/? [05:54<00:00,  1.57it/s]\nEpoch 0: |          | 558/? [05:54<00:00,  1.57it/s]\nEpoch 0: |          | 559/? [05:55<00:00,  1.57it/s]\nEpoch 0: |          | 559/? [05:55<00:00,  1.57it/s]\nEpoch 0: |          | 560/? [05:55<00:00,  1.57it/s]\nEpoch 0: |          | 560/? [05:55<00:00,  1.57it/s]\nEpoch 0: |          | 561/? [05:56<00:00,  1.57it/s]\nEpoch 0: |          | 561/? [05:56<00:00,  1.57it/s]\nEpoch 0: |          | 562/? [05:56<00:00,  1.57it/s]\nEpoch 0: |          | 562/? [05:56<00:00,  1.57it/s]\nEpoch 0: |          | 563/? [05:57<00:00,  1.57it/s]\nEpoch 0: |          | 563/? [05:57<00:00,  1.57it/s]\nEpoch 0: |          | 564/? [05:58<00:00,  1.57it/s]\nEpoch 0: |          | 564/? [05:58<00:00,  1.57it/s]\nEpoch 0: |          | 565/? [05:58<00:00,  1.57it/s]\nEpoch 0: |          | 565/? [05:58<00:00,  1.57it/s]\nEpoch 0: |          | 566/? [05:59<00:00,  1.57it/s]\nEpoch 0: |          | 566/? [05:59<00:00,  1.57it/s]\nEpoch 0: |          | 567/? [06:00<00:00,  1.57it/s]\nEpoch 0: |          | 567/? [06:00<00:00,  1.57it/s]\nEpoch 0: |          | 568/? [06:00<00:00,  1.57it/s]\nEpoch 0: |          | 568/? [06:00<00:00,  1.57it/s]\nEpoch 0: |          | 569/? [06:01<00:00,  1.57it/s]\nEpoch 0: |          | 569/? [06:01<00:00,  1.57it/s]\nEpoch 0: |          | 570/? [06:01<00:00,  1.57it/s]\nEpoch 0: |          | 570/? [06:01<00:00,  1.57it/s]\nEpoch 0: |          | 571/? [06:02<00:00,  1.57it/s]\nEpoch 0: |          | 571/? [06:02<00:00,  1.57it/s]\nEpoch 0: |          | 572/? [06:03<00:00,  1.57it/s]\nEpoch 0: |          | 572/? [06:03<00:00,  1.57it/s]\nEpoch 0: |          | 573/? [06:03<00:00,  1.58it/s]\nEpoch 0: |          | 573/? [06:03<00:00,  1.58it/s]\nEpoch 0: |          | 574/? [06:04<00:00,  1.58it/s]\nEpoch 0: |          | 574/? [06:04<00:00,  1.58it/s]\nEpoch 0: |          | 575/? [06:05<00:00,  1.58it/s]\nEpoch 0: |          | 575/? [06:05<00:00,  1.58it/s]\nEpoch 0: |          | 576/? [06:05<00:00,  1.58it/s]\nEpoch 0: |          | 576/? [06:05<00:00,  1.58it/s]\nEpoch 0: |          | 577/? [06:06<00:00,  1.58it/s]\nEpoch 0: |          | 577/? [06:06<00:00,  1.58it/s]\nEpoch 0: |          | 578/? [06:06<00:00,  1.58it/s]\nEpoch 0: |          | 578/? [06:06<00:00,  1.58it/s]\nEpoch 0: |          | 579/? [06:07<00:00,  1.58it/s]\nEpoch 0: |          | 579/? [06:07<00:00,  1.58it/s]\nEpoch 0: |          | 580/? [06:08<00:00,  1.58it/s]\nEpoch 0: |          | 580/? [06:08<00:00,  1.58it/s]\nEpoch 0: |          | 581/? [06:08<00:00,  1.58it/s]\nEpoch 0: |          | 581/? [06:08<00:00,  1.58it/s]\nEpoch 0: |          | 582/? [06:09<00:00,  1.58it/s]\nEpoch 0: |          | 582/? [06:09<00:00,  1.58it/s]\nEpoch 0: |          | 583/? [06:09<00:00,  1.58it/s]\nEpoch 0: |          | 583/? [06:09<00:00,  1.58it/s]\nEpoch 0: |          | 584/? [06:10<00:00,  1.58it/s]\nEpoch 0: |          | 584/? [06:10<00:00,  1.58it/s]\nEpoch 0: |          | 585/? [06:11<00:00,  1.58it/s]\nEpoch 0: |          | 585/? [06:11<00:00,  1.58it/s]\nEpoch 0: |          | 586/? [06:11<00:00,  1.58it/s]\nEpoch 0: |          | 586/? [06:11<00:00,  1.58it/s]\nEpoch 0: |          | 587/? [06:12<00:00,  1.58it/s]\nEpoch 0: |          | 587/? [06:12<00:00,  1.58it/s]\nEpoch 0: |          | 588/? [06:12<00:00,  1.58it/s]\nEpoch 0: |          | 588/? [06:12<00:00,  1.58it/s]\nEpoch 0: |          | 589/? [06:13<00:00,  1.58it/s]\nEpoch 0: |          | 589/? [06:13<00:00,  1.58it/s]\nEpoch 0: |          | 590/? [06:13<00:00,  1.58it/s]\nEpoch 0: |          | 590/? [06:13<00:00,  1.58it/s]\nEpoch 0: |          | 591/? [06:14<00:00,  1.58it/s]\nEpoch 0: |          | 591/? [06:14<00:00,  1.58it/s]\nEpoch 0: |          | 592/? [06:15<00:00,  1.58it/s]\nEpoch 0: |          | 592/? [06:15<00:00,  1.58it/s]\nEpoch 0: |          | 593/? [06:15<00:00,  1.58it/s]\nEpoch 0: |          | 593/? [06:15<00:00,  1.58it/s]\nEpoch 0: |          | 594/? [06:16<00:00,  1.58it/s]\nEpoch 0: |          | 594/? [06:16<00:00,  1.58it/s]\nEpoch 0: |          | 595/? [06:16<00:00,  1.58it/s]\nEpoch 0: |          | 595/? [06:16<00:00,  1.58it/s]\nEpoch 0: |          | 596/? [06:17<00:00,  1.58it/s]\nEpoch 0: |          | 596/? [06:17<00:00,  1.58it/s]\nEpoch 0: |          | 597/? [06:18<00:00,  1.58it/s]\nEpoch 0: |          | 597/? [06:18<00:00,  1.58it/s]\nEpoch 0: |          | 598/? [06:18<00:00,  1.58it/s]\nEpoch 0: |          | 598/? [06:18<00:00,  1.58it/s]\nEpoch 0: |          | 599/? [06:19<00:00,  1.58it/s]\nEpoch 0: |          | 599/? [06:19<00:00,  1.58it/s]\nEpoch 0: |          | 600/? [06:19<00:00,  1.58it/s]\nEpoch 0: |          | 600/? [06:19<00:00,  1.58it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:02,  1.50it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.43it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:02<00:00,  1.45it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:02<00:00,  1.43it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 600/? [06:22<00:00,  1.57it/s]\nEpoch 0: |          | 601/? [06:23<00:00,  1.57it/s]\nEpoch 0: |          | 601/? [06:23<00:00,  1.57it/s]\nEpoch 0: |          | 602/? [06:23<00:00,  1.57it/s]\nEpoch 0: |          | 602/? [06:23<00:00,  1.57it/s]\nEpoch 0: |          | 603/? [06:24<00:00,  1.57it/s]\nEpoch 0: |          | 603/? [06:24<00:00,  1.57it/s]\nEpoch 0: |          | 604/? [06:25<00:00,  1.57it/s]\nEpoch 0: |          | 604/? [06:25<00:00,  1.57it/s]\nEpoch 0: |          | 605/? [06:25<00:00,  1.57it/s]\nEpoch 0: |          | 605/? [06:25<00:00,  1.57it/s]\nEpoch 0: |          | 606/? [06:26<00:00,  1.57it/s]\nEpoch 0: |          | 606/? [06:26<00:00,  1.57it/s]\nEpoch 0: |          | 607/? [06:26<00:00,  1.57it/s]\nEpoch 0: |          | 607/? [06:26<00:00,  1.57it/s]\nEpoch 0: |          | 608/? [06:27<00:00,  1.57it/s]\nEpoch 0: |          | 608/? [06:27<00:00,  1.57it/s]\nEpoch 0: |          | 609/? [06:27<00:00,  1.57it/s]\nEpoch 0: |          | 609/? [06:27<00:00,  1.57it/s]\nEpoch 0: |          | 610/? [06:28<00:00,  1.57it/s]\nEpoch 0: |          | 610/? [06:28<00:00,  1.57it/s]\nEpoch 0: |          | 611/? [06:29<00:00,  1.57it/s]\nEpoch 0: |          | 611/? [06:29<00:00,  1.57it/s]\nEpoch 0: |          | 612/? [06:29<00:00,  1.57it/s]\nEpoch 0: |          | 612/? [06:29<00:00,  1.57it/s]\nEpoch 0: |          | 613/? [06:30<00:00,  1.57it/s]\nEpoch 0: |          | 613/? [06:30<00:00,  1.57it/s]\nEpoch 0: |          | 614/? [06:30<00:00,  1.57it/s]\nEpoch 0: |          | 614/? [06:30<00:00,  1.57it/s]\nEpoch 0: |          | 615/? [06:31<00:00,  1.57it/s]\nEpoch 0: |          | 615/? [06:31<00:00,  1.57it/s]\nEpoch 0: |          | 616/? [06:32<00:00,  1.57it/s]\nEpoch 0: |          | 616/? [06:32<00:00,  1.57it/s]\nEpoch 0: |          | 617/? [06:32<00:00,  1.57it/s]\nEpoch 0: |          | 617/? [06:32<00:00,  1.57it/s]\nEpoch 0: |          | 618/? [06:33<00:00,  1.57it/s]\nEpoch 0: |          | 618/? [06:33<00:00,  1.57it/s]\nEpoch 0: |          | 619/? [06:33<00:00,  1.57it/s]\nEpoch 0: |          | 619/? [06:33<00:00,  1.57it/s]\nEpoch 0: |          | 620/? [06:34<00:00,  1.57it/s]\nEpoch 0: |          | 620/? [06:34<00:00,  1.57it/s]\nEpoch 0: |          | 621/? [06:35<00:00,  1.57it/s]\nEpoch 0: |          | 621/? [06:35<00:00,  1.57it/s]\nEpoch 0: |          | 622/? [06:35<00:00,  1.57it/s]\nEpoch 0: |          | 622/? [06:35<00:00,  1.57it/s]\nEpoch 0: |          | 623/? [06:36<00:00,  1.57it/s]\nEpoch 0: |          | 623/? [06:36<00:00,  1.57it/s]\nEpoch 0: |          | 624/? [06:36<00:00,  1.57it/s]\nEpoch 0: |          | 624/? [06:36<00:00,  1.57it/s]\nEpoch 0: |          | 625/? [06:37<00:00,  1.57it/s]\nEpoch 0: |          | 625/? [06:37<00:00,  1.57it/s]\nEpoch 0: |          | 626/? [06:38<00:00,  1.57it/s]\nEpoch 0: |          | 626/? [06:38<00:00,  1.57it/s]\nEpoch 0: |          | 627/? [06:38<00:00,  1.57it/s]\nEpoch 0: |          | 627/? [06:38<00:00,  1.57it/s]\nEpoch 0: |          | 628/? [06:39<00:00,  1.57it/s]\nEpoch 0: |          | 628/? [06:39<00:00,  1.57it/s]\nEpoch 0: |          | 629/? [06:39<00:00,  1.57it/s]\nEpoch 0: |          | 629/? [06:39<00:00,  1.57it/s]\nEpoch 0: |          | 630/? [06:40<00:00,  1.57it/s]\nEpoch 0: |          | 630/? [06:40<00:00,  1.57it/s]\nEpoch 0: |          | 631/? [06:40<00:00,  1.57it/s]\nEpoch 0: |          | 631/? [06:40<00:00,  1.57it/s]\nEpoch 0: |          | 632/? [06:41<00:00,  1.57it/s]\nEpoch 0: |          | 632/? [06:41<00:00,  1.57it/s]\nEpoch 0: |          | 633/? [06:42<00:00,  1.57it/s]\nEpoch 0: |          | 633/? [06:42<00:00,  1.57it/s]\nEpoch 0: |          | 634/? [06:42<00:00,  1.57it/s]\nEpoch 0: |          | 634/? [06:42<00:00,  1.57it/s]\nEpoch 0: |          | 635/? [06:43<00:00,  1.57it/s]\nEpoch 0: |          | 635/? [06:43<00:00,  1.57it/s]\nEpoch 0: |          | 636/? [06:43<00:00,  1.58it/s]\nEpoch 0: |          | 636/? [06:43<00:00,  1.58it/s]\nEpoch 0: |          | 637/? [06:44<00:00,  1.58it/s]\nEpoch 0: |          | 637/? [06:44<00:00,  1.58it/s]\nEpoch 0: |          | 638/? [06:44<00:00,  1.58it/s]\nEpoch 0: |          | 638/? [06:44<00:00,  1.58it/s]\nEpoch 0: |          | 639/? [06:45<00:00,  1.58it/s]\nEpoch 0: |          | 639/? [06:45<00:00,  1.58it/s]\nEpoch 0: |          | 640/? [06:46<00:00,  1.58it/s]\nEpoch 0: |          | 640/? [06:46<00:00,  1.58it/s]\nEpoch 0: |          | 641/? [06:46<00:00,  1.58it/s]\nEpoch 0: |          | 641/? [06:46<00:00,  1.58it/s]\nEpoch 0: |          | 642/? [06:47<00:00,  1.58it/s]\nEpoch 0: |          | 642/? [06:47<00:00,  1.58it/s]\nEpoch 0: |          | 643/? [06:47<00:00,  1.58it/s]\nEpoch 0: |          | 643/? [06:47<00:00,  1.58it/s]\nEpoch 0: |          | 644/? [06:48<00:00,  1.58it/s]\nEpoch 0: |          | 644/? [06:48<00:00,  1.58it/s]\nEpoch 0: |          | 645/? [06:48<00:00,  1.58it/s]\nEpoch 0: |          | 645/? [06:48<00:00,  1.58it/s]\nEpoch 0: |          | 646/? [06:49<00:00,  1.58it/s]\nEpoch 0: |          | 646/? [06:49<00:00,  1.58it/s]\nEpoch 0: |          | 647/? [06:49<00:00,  1.58it/s]\nEpoch 0: |          | 647/? [06:49<00:00,  1.58it/s]\nEpoch 0: |          | 648/? [06:50<00:00,  1.58it/s]\nEpoch 0: |          | 648/? [06:50<00:00,  1.58it/s]\nEpoch 0: |          | 649/? [06:51<00:00,  1.58it/s]\nEpoch 0: |          | 649/? [06:51<00:00,  1.58it/s]\nEpoch 0: |          | 650/? [06:51<00:00,  1.58it/s]\nEpoch 0: |          | 650/? [06:51<00:00,  1.58it/s]\nEpoch 0: |          | 651/? [06:52<00:00,  1.58it/s]\nEpoch 0: |          | 651/? [06:52<00:00,  1.58it/s]\nEpoch 0: |          | 652/? [06:52<00:00,  1.58it/s]\nEpoch 0: |          | 652/? [06:52<00:00,  1.58it/s]\nEpoch 0: |          | 653/? [06:53<00:00,  1.58it/s]\nEpoch 0: |          | 653/? [06:53<00:00,  1.58it/s]\nEpoch 0: |          | 654/? [06:53<00:00,  1.58it/s]\nEpoch 0: |          | 654/? [06:53<00:00,  1.58it/s]\nEpoch 0: |          | 655/? [06:54<00:00,  1.58it/s]\nEpoch 0: |          | 655/? [06:54<00:00,  1.58it/s]\nEpoch 0: |          | 656/? [06:54<00:00,  1.58it/s]\nEpoch 0: |          | 656/? [06:54<00:00,  1.58it/s]\nEpoch 0: |          | 657/? [06:55<00:00,  1.58it/s]\nEpoch 0: |          | 657/? [06:55<00:00,  1.58it/s]\nEpoch 0: |          | 658/? [06:56<00:00,  1.58it/s]\nEpoch 0: |          | 658/? [06:56<00:00,  1.58it/s]\nEpoch 0: |          | 659/? [06:56<00:00,  1.58it/s]\nEpoch 0: |          | 659/? [06:56<00:00,  1.58it/s]\nEpoch 0: |          | 660/? [06:57<00:00,  1.58it/s]\nEpoch 0: |          | 660/? [06:57<00:00,  1.58it/s]\nEpoch 0: |          | 661/? [06:57<00:00,  1.58it/s]\nEpoch 0: |          | 661/? [06:57<00:00,  1.58it/s]\nEpoch 0: |          | 662/? [06:58<00:00,  1.58it/s]\nEpoch 0: |          | 662/? [06:58<00:00,  1.58it/s]\nEpoch 0: |          | 663/? [06:58<00:00,  1.58it/s]\nEpoch 0: |          | 663/? [06:58<00:00,  1.58it/s]\nEpoch 0: |          | 664/? [06:59<00:00,  1.58it/s]\nEpoch 0: |          | 664/? [06:59<00:00,  1.58it/s]\nEpoch 0: |          | 665/? [07:00<00:00,  1.58it/s]\nEpoch 0: |          | 665/? [07:00<00:00,  1.58it/s]\nEpoch 0: |          | 666/? [07:00<00:00,  1.58it/s]\nEpoch 0: |          | 666/? [07:00<00:00,  1.58it/s]\nEpoch 0: |          | 667/? [07:01<00:00,  1.58it/s]\nEpoch 0: |          | 667/? [07:01<00:00,  1.58it/s]\nEpoch 0: |          | 668/? [07:01<00:00,  1.58it/s]\nEpoch 0: |          | 668/? [07:01<00:00,  1.58it/s]\nEpoch 0: |          | 669/? [07:02<00:00,  1.58it/s]\nEpoch 0: |          | 669/? [07:02<00:00,  1.58it/s]\nEpoch 0: |          | 670/? [07:02<00:00,  1.58it/s]\nEpoch 0: |          | 670/? [07:02<00:00,  1.58it/s]\nEpoch 0: |          | 671/? [07:03<00:00,  1.58it/s]\nEpoch 0: |          | 671/? [07:03<00:00,  1.58it/s]\nEpoch 0: |          | 672/? [07:04<00:00,  1.58it/s]\nEpoch 0: |          | 672/? [07:04<00:00,  1.58it/s]\nEpoch 0: |          | 673/? [07:04<00:00,  1.58it/s]\nEpoch 0: |          | 673/? [07:04<00:00,  1.58it/s]\nEpoch 0: |          | 674/? [07:05<00:00,  1.59it/s]\nEpoch 0: |          | 674/? [07:05<00:00,  1.59it/s]\nEpoch 0: |          | 675/? [07:05<00:00,  1.59it/s]\nEpoch 0: |          | 675/? [07:05<00:00,  1.59it/s]\nEpoch 0: |          | 676/? [07:06<00:00,  1.59it/s]\nEpoch 0: |          | 676/? [07:06<00:00,  1.59it/s]\nEpoch 0: |          | 677/? [07:06<00:00,  1.59it/s]\nEpoch 0: |          | 677/? [07:06<00:00,  1.59it/s]\nEpoch 0: |          | 678/? [07:07<00:00,  1.59it/s]\nEpoch 0: |          | 678/? [07:07<00:00,  1.59it/s]\nEpoch 0: |          | 679/? [07:07<00:00,  1.59it/s]\nEpoch 0: |          | 679/? [07:07<00:00,  1.59it/s]\nEpoch 0: |          | 680/? [07:08<00:00,  1.59it/s]\nEpoch 0: |          | 680/? [07:08<00:00,  1.59it/s]\nEpoch 0: |          | 681/? [07:09<00:00,  1.59it/s]\nEpoch 0: |          | 681/? [07:09<00:00,  1.59it/s]\nEpoch 0: |          | 682/? [07:09<00:00,  1.59it/s]\nEpoch 0: |          | 682/? [07:09<00:00,  1.59it/s]\nEpoch 0: |          | 683/? [07:10<00:00,  1.59it/s]\nEpoch 0: |          | 683/? [07:10<00:00,  1.59it/s]\nEpoch 0: |          | 684/? [07:10<00:00,  1.59it/s]\nEpoch 0: |          | 684/? [07:10<00:00,  1.59it/s]\nEpoch 0: |          | 685/? [07:11<00:00,  1.59it/s]\nEpoch 0: |          | 685/? [07:11<00:00,  1.59it/s]\nEpoch 0: |          | 686/? [07:11<00:00,  1.59it/s]\nEpoch 0: |          | 686/? [07:11<00:00,  1.59it/s]\nEpoch 0: |          | 687/? [07:12<00:00,  1.59it/s]\nEpoch 0: |          | 687/? [07:12<00:00,  1.59it/s]\nEpoch 0: |          | 688/? [07:12<00:00,  1.59it/s]\nEpoch 0: |          | 688/? [07:12<00:00,  1.59it/s]\nEpoch 0: |          | 689/? [07:13<00:00,  1.59it/s]\nEpoch 0: |          | 689/? [07:13<00:00,  1.59it/s]\nEpoch 0: |          | 690/? [07:14<00:00,  1.59it/s]\nEpoch 0: |          | 690/? [07:14<00:00,  1.59it/s]\nEpoch 0: |          | 691/? [07:14<00:00,  1.59it/s]\nEpoch 0: |          | 691/? [07:14<00:00,  1.59it/s]\nEpoch 0: |          | 692/? [07:15<00:00,  1.59it/s]\nEpoch 0: |          | 692/? [07:15<00:00,  1.59it/s]\nEpoch 0: |          | 693/? [07:15<00:00,  1.59it/s]\nEpoch 0: |          | 693/? [07:15<00:00,  1.59it/s]\nEpoch 0: |          | 694/? [07:16<00:00,  1.59it/s]\nEpoch 0: |          | 694/? [07:16<00:00,  1.59it/s]\nEpoch 0: |          | 695/? [07:16<00:00,  1.59it/s]\nEpoch 0: |          | 695/? [07:16<00:00,  1.59it/s]\nEpoch 0: |          | 696/? [07:17<00:00,  1.59it/s]\nEpoch 0: |          | 696/? [07:17<00:00,  1.59it/s]\nEpoch 0: |          | 697/? [07:18<00:00,  1.59it/s]\nEpoch 0: |          | 697/? [07:18<00:00,  1.59it/s]\nEpoch 0: |          | 698/? [07:18<00:00,  1.59it/s]\nEpoch 0: |          | 698/? [07:18<00:00,  1.59it/s]\nEpoch 0: |          | 699/? [07:19<00:00,  1.59it/s]\nEpoch 0: |          | 699/? [07:19<00:00,  1.59it/s]\nEpoch 0: |          | 700/? [07:19<00:00,  1.59it/s]\nEpoch 0: |          | 700/? [07:19<00:00,  1.59it/s]\nEpoch 0: |          | 701/? [07:20<00:00,  1.59it/s]\nEpoch 0: |          | 701/? [07:20<00:00,  1.59it/s]\nEpoch 0: |          | 702/? [07:20<00:00,  1.59it/s]\nEpoch 0: |          | 702/? [07:20<00:00,  1.59it/s]\nEpoch 0: |          | 703/? [07:21<00:00,  1.59it/s]\nEpoch 0: |          | 703/? [07:21<00:00,  1.59it/s]\nEpoch 0: |          | 704/? [07:22<00:00,  1.59it/s]\nEpoch 0: |          | 704/? [07:22<00:00,  1.59it/s]\nEpoch 0: |          | 705/? [07:22<00:00,  1.59it/s]\nEpoch 0: |          | 705/? [07:22<00:00,  1.59it/s]\nEpoch 0: |          | 706/? [07:23<00:00,  1.59it/s]\nEpoch 0: |          | 706/? [07:23<00:00,  1.59it/s]\nEpoch 0: |          | 707/? [07:23<00:00,  1.59it/s]\nEpoch 0: |          | 707/? [07:23<00:00,  1.59it/s]\nEpoch 0: |          | 708/? [07:24<00:00,  1.59it/s]\nEpoch 0: |          | 708/? [07:24<00:00,  1.59it/s]\nEpoch 0: |          | 709/? [07:24<00:00,  1.59it/s]\nEpoch 0: |          | 709/? [07:25<00:00,  1.59it/s]\nEpoch 0: |          | 710/? [07:25<00:00,  1.59it/s]\nEpoch 0: |          | 710/? [07:25<00:00,  1.59it/s]\nEpoch 0: |          | 711/? [07:26<00:00,  1.59it/s]\nEpoch 0: |          | 711/? [07:26<00:00,  1.59it/s]\nEpoch 0: |          | 712/? [07:26<00:00,  1.59it/s]\nEpoch 0: |          | 712/? [07:26<00:00,  1.59it/s]\nEpoch 0: |          | 713/? [07:27<00:00,  1.59it/s]\nEpoch 0: |          | 713/? [07:27<00:00,  1.59it/s]\nEpoch 0: |          | 714/? [07:27<00:00,  1.59it/s]\nEpoch 0: |          | 714/? [07:27<00:00,  1.59it/s]\nEpoch 0: |          | 715/? [07:28<00:00,  1.59it/s]\nEpoch 0: |          | 715/? [07:28<00:00,  1.59it/s]\nEpoch 0: |          | 716/? [07:29<00:00,  1.59it/s]\nEpoch 0: |          | 716/? [07:29<00:00,  1.59it/s]\nEpoch 0: |          | 717/? [07:29<00:00,  1.59it/s]\nEpoch 0: |          | 717/? [07:29<00:00,  1.59it/s]\nEpoch 0: |          | 718/? [07:30<00:00,  1.59it/s]\nEpoch 0: |          | 718/? [07:30<00:00,  1.59it/s]\nEpoch 0: |          | 719/? [07:30<00:00,  1.59it/s]\nEpoch 0: |          | 719/? [07:30<00:00,  1.59it/s]\nEpoch 0: |          | 720/? [07:31<00:00,  1.60it/s]\nEpoch 0: |          | 720/? [07:31<00:00,  1.60it/s]\nEpoch 0: |          | 721/? [07:31<00:00,  1.60it/s]\nEpoch 0: |          | 721/? [07:31<00:00,  1.60it/s]\nEpoch 0: |          | 722/? [07:32<00:00,  1.60it/s]\nEpoch 0: |          | 722/? [07:32<00:00,  1.60it/s]\nEpoch 0: |          | 723/? [07:33<00:00,  1.60it/s]\nEpoch 0: |          | 723/? [07:33<00:00,  1.60it/s]\nEpoch 0: |          | 724/? [07:33<00:00,  1.60it/s]\nEpoch 0: |          | 724/? [07:33<00:00,  1.60it/s]\nEpoch 0: |          | 725/? [07:34<00:00,  1.60it/s]\nEpoch 0: |          | 725/? [07:34<00:00,  1.60it/s]\nEpoch 0: |          | 726/? [07:34<00:00,  1.60it/s]\nEpoch 0: |          | 726/? [07:34<00:00,  1.60it/s]\nEpoch 0: |          | 727/? [07:35<00:00,  1.60it/s]\nEpoch 0: |          | 727/? [07:35<00:00,  1.60it/s]\nEpoch 0: |          | 728/? [07:35<00:00,  1.60it/s]\nEpoch 0: |          | 728/? [07:35<00:00,  1.60it/s]\nEpoch 0: |          | 729/? [07:36<00:00,  1.60it/s]\nEpoch 0: |          | 729/? [07:36<00:00,  1.60it/s]\nEpoch 0: |          | 730/? [07:36<00:00,  1.60it/s]\nEpoch 0: |          | 730/? [07:36<00:00,  1.60it/s]\nEpoch 0: |          | 731/? [07:37<00:00,  1.60it/s]\nEpoch 0: |          | 731/? [07:37<00:00,  1.60it/s]\nEpoch 0: |          | 732/? [07:38<00:00,  1.60it/s]\nEpoch 0: |          | 732/? [07:38<00:00,  1.60it/s]\nEpoch 0: |          | 733/? [07:38<00:00,  1.60it/s]\nEpoch 0: |          | 733/? [07:38<00:00,  1.60it/s]\nEpoch 0: |          | 734/? [07:39<00:00,  1.60it/s]\nEpoch 0: |          | 734/? [07:39<00:00,  1.60it/s]\nEpoch 0: |          | 735/? [07:39<00:00,  1.60it/s]\nEpoch 0: |          | 735/? [07:39<00:00,  1.60it/s]\nEpoch 0: |          | 736/? [07:40<00:00,  1.60it/s]\nEpoch 0: |          | 736/? [07:40<00:00,  1.60it/s]\nEpoch 0: |          | 737/? [07:40<00:00,  1.60it/s]\nEpoch 0: |          | 737/? [07:40<00:00,  1.60it/s]\nEpoch 0: |          | 738/? [07:41<00:00,  1.60it/s]\nEpoch 0: |          | 738/? [07:41<00:00,  1.60it/s]\nEpoch 0: |          | 739/? [07:41<00:00,  1.60it/s]\nEpoch 0: |          | 739/? [07:41<00:00,  1.60it/s]\nEpoch 0: |          | 740/? [07:42<00:00,  1.60it/s]\nEpoch 0: |          | 740/? [07:42<00:00,  1.60it/s]\nEpoch 0: |          | 741/? [07:43<00:00,  1.60it/s]\nEpoch 0: |          | 741/? [07:43<00:00,  1.60it/s]\nEpoch 0: |          | 742/? [07:43<00:00,  1.60it/s]\nEpoch 0: |          | 742/? [07:43<00:00,  1.60it/s]\nEpoch 0: |          | 743/? [07:44<00:00,  1.60it/s]\nEpoch 0: |          | 743/? [07:44<00:00,  1.60it/s]\nEpoch 0: |          | 744/? [07:44<00:00,  1.60it/s]\nEpoch 0: |          | 744/? [07:44<00:00,  1.60it/s]\nEpoch 0: |          | 745/? [07:45<00:00,  1.60it/s]\nEpoch 0: |          | 745/? [07:45<00:00,  1.60it/s]\nEpoch 0: |          | 746/? [07:45<00:00,  1.60it/s]\nEpoch 0: |          | 746/? [07:45<00:00,  1.60it/s]\nEpoch 0: |          | 747/? [07:46<00:00,  1.60it/s]\nEpoch 0: |          | 747/? [07:46<00:00,  1.60it/s]\nEpoch 0: |          | 748/? [07:46<00:00,  1.60it/s]\nEpoch 0: |          | 748/? [07:46<00:00,  1.60it/s]\nEpoch 0: |          | 749/? [07:47<00:00,  1.60it/s]\nEpoch 0: |          | 749/? [07:47<00:00,  1.60it/s]\nEpoch 0: |          | 750/? [07:47<00:00,  1.60it/s]\nEpoch 0: |          | 750/? [07:47<00:00,  1.60it/s]\nEpoch 0: |          | 751/? [07:48<00:00,  1.60it/s]\nEpoch 0: |          | 751/? [07:48<00:00,  1.60it/s]\nEpoch 0: |          | 752/? [07:48<00:00,  1.60it/s]\nEpoch 0: |          | 752/? [07:48<00:00,  1.60it/s]\nEpoch 0: |          | 753/? [07:49<00:00,  1.60it/s]\nEpoch 0: |          | 753/? [07:49<00:00,  1.60it/s]\nEpoch 0: |          | 754/? [07:49<00:00,  1.60it/s]\nEpoch 0: |          | 754/? [07:49<00:00,  1.60it/s]\nEpoch 0: |          | 755/? [07:50<00:00,  1.61it/s]\nEpoch 0: |          | 755/? [07:50<00:00,  1.61it/s]\nEpoch 0: |          | 756/? [07:50<00:00,  1.61it/s]\nEpoch 0: |          | 756/? [07:50<00:00,  1.61it/s]\nEpoch 0: |          | 757/? [07:51<00:00,  1.61it/s]\nEpoch 0: |          | 757/? [07:51<00:00,  1.61it/s]\nEpoch 0: |          | 758/? [07:51<00:00,  1.61it/s]\nEpoch 0: |          | 758/? [07:51<00:00,  1.61it/s]\nEpoch 0: |          | 759/? [07:52<00:00,  1.61it/s]\nEpoch 0: |          | 759/? [07:52<00:00,  1.61it/s]\nEpoch 0: |          | 760/? [07:52<00:00,  1.61it/s]\nEpoch 0: |          | 760/? [07:52<00:00,  1.61it/s]\nEpoch 0: |          | 761/? [07:53<00:00,  1.61it/s]\nEpoch 0: |          | 761/? [07:53<00:00,  1.61it/s]\nEpoch 0: |          | 762/? [07:54<00:00,  1.61it/s]\nEpoch 0: |          | 762/? [07:54<00:00,  1.61it/s]\nEpoch 0: |          | 763/? [07:54<00:00,  1.61it/s]\nEpoch 0: |          | 763/? [07:54<00:00,  1.61it/s]\nEpoch 0: |          | 764/? [07:55<00:00,  1.61it/s]\nEpoch 0: |          | 764/? [07:55<00:00,  1.61it/s]\nEpoch 0: |          | 765/? [07:55<00:00,  1.61it/s]\nEpoch 0: |          | 765/? [07:55<00:00,  1.61it/s]\nEpoch 0: |          | 766/? [07:56<00:00,  1.61it/s]\nEpoch 0: |          | 766/? [07:56<00:00,  1.61it/s]\nEpoch 0: |          | 767/? [07:56<00:00,  1.61it/s]\nEpoch 0: |          | 767/? [07:56<00:00,  1.61it/s]\nEpoch 0: |          | 768/? [07:57<00:00,  1.61it/s]\nEpoch 0: |          | 768/? [07:57<00:00,  1.61it/s]\nEpoch 0: |          | 769/? [07:57<00:00,  1.61it/s]\nEpoch 0: |          | 769/? [07:57<00:00,  1.61it/s]\nEpoch 0: |          | 770/? [07:58<00:00,  1.61it/s]\nEpoch 0: |          | 770/? [07:58<00:00,  1.61it/s]\nEpoch 0: |          | 771/? [07:58<00:00,  1.61it/s]\nEpoch 0: |          | 771/? [07:58<00:00,  1.61it/s]\nEpoch 0: |          | 772/? [07:59<00:00,  1.61it/s]\nEpoch 0: |          | 772/? [07:59<00:00,  1.61it/s]\nEpoch 0: |          | 773/? [08:00<00:00,  1.61it/s]\nEpoch 0: |          | 773/? [08:00<00:00,  1.61it/s]\nEpoch 0: |          | 774/? [08:00<00:00,  1.61it/s]\nEpoch 0: |          | 774/? [08:00<00:00,  1.61it/s]\nEpoch 0: |          | 775/? [08:01<00:00,  1.61it/s]\nEpoch 0: |          | 775/? [08:01<00:00,  1.61it/s]\nEpoch 0: |          | 776/? [08:01<00:00,  1.61it/s]\nEpoch 0: |          | 776/? [08:01<00:00,  1.61it/s]\nEpoch 0: |          | 777/? [08:02<00:00,  1.61it/s]\nEpoch 0: |          | 777/? [08:02<00:00,  1.61it/s]\nEpoch 0: |          | 778/? [08:02<00:00,  1.61it/s]\nEpoch 0: |          | 778/? [08:02<00:00,  1.61it/s]\nEpoch 0: |          | 779/? [08:03<00:00,  1.61it/s]\nEpoch 0: |          | 779/? [08:03<00:00,  1.61it/s]\nEpoch 0: |          | 780/? [08:03<00:00,  1.61it/s]\nEpoch 0: |          | 780/? [08:03<00:00,  1.61it/s]\nEpoch 0: |          | 781/? [08:04<00:00,  1.61it/s]\nEpoch 0: |          | 781/? [08:04<00:00,  1.61it/s]\nEpoch 0: |          | 782/? [08:05<00:00,  1.61it/s]\nEpoch 0: |          | 782/? [08:05<00:00,  1.61it/s]\nEpoch 0: |          | 783/? [08:05<00:00,  1.61it/s]\nEpoch 0: |          | 783/? [08:05<00:00,  1.61it/s]\nEpoch 0: |          | 784/? [08:06<00:00,  1.61it/s]\nEpoch 0: |          | 784/? [08:06<00:00,  1.61it/s]\nEpoch 0: |          | 785/? [08:06<00:00,  1.61it/s]\nEpoch 0: |          | 785/? [08:06<00:00,  1.61it/s]\nEpoch 0: |          | 786/? [08:07<00:00,  1.61it/s]\nEpoch 0: |          | 786/? [08:07<00:00,  1.61it/s]\nEpoch 0: |          | 787/? [08:07<00:00,  1.61it/s]\nEpoch 0: |          | 787/? [08:07<00:00,  1.61it/s]\nEpoch 0: |          | 788/? [08:08<00:00,  1.61it/s]\nEpoch 0: |          | 788/? [08:08<00:00,  1.61it/s]\nEpoch 0: |          | 789/? [08:08<00:00,  1.61it/s]\nEpoch 0: |          | 789/? [08:08<00:00,  1.61it/s]\nEpoch 0: |          | 790/? [08:09<00:00,  1.61it/s]\nEpoch 0: |          | 790/? [08:09<00:00,  1.61it/s]\nEpoch 0: |          | 791/? [08:09<00:00,  1.61it/s]\nEpoch 0: |          | 791/? [08:09<00:00,  1.61it/s]\nEpoch 0: |          | 792/? [08:10<00:00,  1.61it/s]\nEpoch 0: |          | 792/? [08:10<00:00,  1.61it/s]\nEpoch 0: |          | 793/? [08:11<00:00,  1.62it/s]\nEpoch 0: |          | 793/? [08:11<00:00,  1.62it/s]\nEpoch 0: |          | 794/? [08:11<00:00,  1.62it/s]\nEpoch 0: |          | 794/? [08:11<00:00,  1.62it/s]\nEpoch 0: |          | 795/? [08:12<00:00,  1.62it/s]\nEpoch 0: |          | 795/? [08:12<00:00,  1.62it/s]\nEpoch 0: |          | 796/? [08:12<00:00,  1.62it/s]\nEpoch 0: |          | 796/? [08:12<00:00,  1.62it/s]\nEpoch 0: |          | 797/? [08:13<00:00,  1.62it/s]\nEpoch 0: |          | 797/? [08:13<00:00,  1.62it/s]\nEpoch 0: |          | 798/? [08:13<00:00,  1.62it/s]\nEpoch 0: |          | 798/? [08:13<00:00,  1.62it/s]\nEpoch 0: |          | 799/? [08:14<00:00,  1.62it/s]\nEpoch 0: |          | 799/? [08:14<00:00,  1.62it/s]\nEpoch 0: |          | 800/? [08:14<00:00,  1.62it/s]\nEpoch 0: |          | 800/? [08:14<00:00,  1.62it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:01,  1.77it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.70it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:01<00:00,  1.72it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:02<00:00,  1.69it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 800/? [08:17<00:00,  1.61it/s]\nEpoch 0: |          | 801/? [08:17<00:00,  1.61it/s]\nEpoch 0: |          | 801/? [08:17<00:00,  1.61it/s]\nEpoch 0: |          | 802/? [08:18<00:00,  1.61it/s]\nEpoch 0: |          | 802/? [08:18<00:00,  1.61it/s]\nEpoch 0: |          | 803/? [08:18<00:00,  1.61it/s]\nEpoch 0: |          | 803/? [08:18<00:00,  1.61it/s]\nEpoch 0: |          | 804/? [08:19<00:00,  1.61it/s]\nEpoch 0: |          | 804/? [08:19<00:00,  1.61it/s]\nEpoch 0: |          | 805/? [08:20<00:00,  1.61it/s]\nEpoch 0: |          | 805/? [08:20<00:00,  1.61it/s]\nEpoch 0: |          | 806/? [08:20<00:00,  1.61it/s]\nEpoch 0: |          | 806/? [08:20<00:00,  1.61it/s]\nEpoch 0: |          | 807/? [08:21<00:00,  1.61it/s]\nEpoch 0: |          | 807/? [08:21<00:00,  1.61it/s]\nEpoch 0: |          | 808/? [08:21<00:00,  1.61it/s]\nEpoch 0: |          | 808/? [08:21<00:00,  1.61it/s]\nEpoch 0: |          | 809/? [08:22<00:00,  1.61it/s]\nEpoch 0: |          | 809/? [08:22<00:00,  1.61it/s]\nEpoch 0: |          | 810/? [08:22<00:00,  1.61it/s]\nEpoch 0: |          | 810/? [08:22<00:00,  1.61it/s]\nEpoch 0: |          | 811/? [08:23<00:00,  1.61it/s]\nEpoch 0: |          | 811/? [08:23<00:00,  1.61it/s]\nEpoch 0: |          | 812/? [08:23<00:00,  1.61it/s]\nEpoch 0: |          | 812/? [08:23<00:00,  1.61it/s]\nEpoch 0: |          | 813/? [08:24<00:00,  1.61it/s]\nEpoch 0: |          | 813/? [08:24<00:00,  1.61it/s]\nEpoch 0: |          | 814/? [08:24<00:00,  1.61it/s]\nEpoch 0: |          | 814/? [08:24<00:00,  1.61it/s]\nEpoch 0: |          | 815/? [08:25<00:00,  1.61it/s]\nEpoch 0: |          | 815/? [08:25<00:00,  1.61it/s]\nEpoch 0: |          | 816/? [08:25<00:00,  1.61it/s]\nEpoch 0: |          | 816/? [08:25<00:00,  1.61it/s]\nEpoch 0: |          | 817/? [08:26<00:00,  1.61it/s]\nEpoch 0: |          | 817/? [08:26<00:00,  1.61it/s]\nEpoch 0: |          | 818/? [08:26<00:00,  1.61it/s]\nEpoch 0: |          | 818/? [08:26<00:00,  1.61it/s]\nEpoch 0: |          | 819/? [08:27<00:00,  1.61it/s]\nEpoch 0: |          | 819/? [08:27<00:00,  1.61it/s]\nEpoch 0: |          | 820/? [08:28<00:00,  1.61it/s]\nEpoch 0: |          | 820/? [08:28<00:00,  1.61it/s]\nEpoch 0: |          | 821/? [08:28<00:00,  1.61it/s]\nEpoch 0: |          | 821/? [08:28<00:00,  1.61it/s]\nEpoch 0: |          | 822/? [08:29<00:00,  1.61it/s]\nEpoch 0: |          | 822/? [08:29<00:00,  1.61it/s]\nEpoch 0: |          | 823/? [08:29<00:00,  1.61it/s]\nEpoch 0: |          | 823/? [08:29<00:00,  1.61it/s]\nEpoch 0: |          | 824/? [08:30<00:00,  1.61it/s]\nEpoch 0: |          | 824/? [08:30<00:00,  1.61it/s]\nEpoch 0: |          | 825/? [08:30<00:00,  1.61it/s]\nEpoch 0: |          | 825/? [08:30<00:00,  1.61it/s]\nEpoch 0: |          | 826/? [08:31<00:00,  1.62it/s]\nEpoch 0: |          | 826/? [08:31<00:00,  1.62it/s]\nEpoch 0: |          | 827/? [08:31<00:00,  1.62it/s]\nEpoch 0: |          | 827/? [08:31<00:00,  1.62it/s]\nEpoch 0: |          | 828/? [08:32<00:00,  1.62it/s]\nEpoch 0: |          | 828/? [08:32<00:00,  1.62it/s]\nEpoch 0: |          | 829/? [08:33<00:00,  1.62it/s]\nEpoch 0: |          | 829/? [08:33<00:00,  1.62it/s]\nEpoch 0: |          | 830/? [08:33<00:00,  1.62it/s]\nEpoch 0: |          | 830/? [08:33<00:00,  1.62it/s]\nEpoch 0: |          | 831/? [08:34<00:00,  1.62it/s]\nEpoch 0: |          | 831/? [08:34<00:00,  1.62it/s]\nEpoch 0: |          | 832/? [08:34<00:00,  1.62it/s]\nEpoch 0: |          | 832/? [08:34<00:00,  1.62it/s]\nEpoch 0: |          | 833/? [08:35<00:00,  1.62it/s]\nEpoch 0: |          | 833/? [08:35<00:00,  1.62it/s]\nEpoch 0: |          | 834/? [08:35<00:00,  1.62it/s]\nEpoch 0: |          | 834/? [08:35<00:00,  1.62it/s]\nEpoch 0: |          | 835/? [08:36<00:00,  1.62it/s]\nEpoch 0: |          | 835/? [08:36<00:00,  1.62it/s]\nEpoch 0: |          | 836/? [08:36<00:00,  1.62it/s]\nEpoch 0: |          | 836/? [08:36<00:00,  1.62it/s]\nEpoch 0: |          | 837/? [08:37<00:00,  1.62it/s]\nEpoch 0: |          | 837/? [08:37<00:00,  1.62it/s]\nEpoch 0: |          | 838/? [08:38<00:00,  1.62it/s]\nEpoch 0: |          | 838/? [08:38<00:00,  1.62it/s]\nEpoch 0: |          | 839/? [08:38<00:00,  1.62it/s]\nEpoch 0: |          | 839/? [08:38<00:00,  1.62it/s]\nEpoch 0: |          | 840/? [08:39<00:00,  1.62it/s]\nEpoch 0: |          | 840/? [08:39<00:00,  1.62it/s]\nEpoch 0: |          | 841/? [08:39<00:00,  1.62it/s]\nEpoch 0: |          | 841/? [08:39<00:00,  1.62it/s]\nEpoch 0: |          | 842/? [08:40<00:00,  1.62it/s]\nEpoch 0: |          | 842/? [08:40<00:00,  1.62it/s]\nEpoch 0: |          | 843/? [08:40<00:00,  1.62it/s]\nEpoch 0: |          | 843/? [08:40<00:00,  1.62it/s]\nEpoch 0: |          | 844/? [08:41<00:00,  1.62it/s]\nEpoch 0: |          | 844/? [08:41<00:00,  1.62it/s]\nEpoch 0: |          | 845/? [08:41<00:00,  1.62it/s]\nEpoch 0: |          | 845/? [08:41<00:00,  1.62it/s]\nEpoch 0: |          | 846/? [08:42<00:00,  1.62it/s]\nEpoch 0: |          | 846/? [08:42<00:00,  1.62it/s]\nEpoch 0: |          | 847/? [08:42<00:00,  1.62it/s]\nEpoch 0: |          | 847/? [08:42<00:00,  1.62it/s]\nEpoch 0: |          | 848/? [08:43<00:00,  1.62it/s]\nEpoch 0: |          | 848/? [08:43<00:00,  1.62it/s]\nEpoch 0: |          | 849/? [08:43<00:00,  1.62it/s]\nEpoch 0: |          | 849/? [08:43<00:00,  1.62it/s]\nEpoch 0: |          | 850/? [08:44<00:00,  1.62it/s]\nEpoch 0: |          | 850/? [08:44<00:00,  1.62it/s]\nEpoch 0: |          | 851/? [08:44<00:00,  1.62it/s]\nEpoch 0: |          | 851/? [08:44<00:00,  1.62it/s]\nEpoch 0: |          | 852/? [08:45<00:00,  1.62it/s]\nEpoch 0: |          | 852/? [08:45<00:00,  1.62it/s]\nEpoch 0: |          | 853/? [08:45<00:00,  1.62it/s]\nEpoch 0: |          | 853/? [08:45<00:00,  1.62it/s]\nEpoch 0: |          | 854/? [08:46<00:00,  1.62it/s]\nEpoch 0: |          | 854/? [08:46<00:00,  1.62it/s]\nEpoch 0: |          | 855/? [08:46<00:00,  1.62it/s]\nEpoch 0: |          | 855/? [08:46<00:00,  1.62it/s]\nEpoch 0: |          | 856/? [08:47<00:00,  1.62it/s]\nEpoch 0: |          | 856/? [08:47<00:00,  1.62it/s]\nEpoch 0: |          | 857/? [08:47<00:00,  1.62it/s]\nEpoch 0: |          | 857/? [08:47<00:00,  1.62it/s]\nEpoch 0: |          | 858/? [08:48<00:00,  1.62it/s]\nEpoch 0: |          | 858/? [08:48<00:00,  1.62it/s]\nEpoch 0: |          | 859/? [08:48<00:00,  1.62it/s]\nEpoch 0: |          | 859/? [08:48<00:00,  1.62it/s]\nEpoch 0: |          | 860/? [08:49<00:00,  1.62it/s]\nEpoch 0: |          | 860/? [08:49<00:00,  1.62it/s]\nEpoch 0: |          | 861/? [08:49<00:00,  1.62it/s]\nEpoch 0: |          | 861/? [08:49<00:00,  1.62it/s]\nEpoch 0: |          | 862/? [08:50<00:00,  1.63it/s]\nEpoch 0: |          | 862/? [08:50<00:00,  1.63it/s]\nEpoch 0: |          | 863/? [08:50<00:00,  1.63it/s]\nEpoch 0: |          | 863/? [08:50<00:00,  1.63it/s]\nEpoch 0: |          | 864/? [08:51<00:00,  1.63it/s]\nEpoch 0: |          | 864/? [08:51<00:00,  1.63it/s]\nEpoch 0: |          | 865/? [08:52<00:00,  1.63it/s]\nEpoch 0: |          | 865/? [08:52<00:00,  1.63it/s]\nEpoch 0: |          | 866/? [08:52<00:00,  1.63it/s]\nEpoch 0: |          | 866/? [08:52<00:00,  1.63it/s]\nEpoch 0: |          | 867/? [08:53<00:00,  1.63it/s]\nEpoch 0: |          | 867/? [08:53<00:00,  1.63it/s]\nEpoch 0: |          | 868/? [08:53<00:00,  1.63it/s]\nEpoch 0: |          | 868/? [08:53<00:00,  1.63it/s]\nEpoch 0: |          | 869/? [08:54<00:00,  1.63it/s]\nEpoch 0: |          | 869/? [08:54<00:00,  1.63it/s]\nEpoch 0: |          | 870/? [08:54<00:00,  1.63it/s]\nEpoch 0: |          | 870/? [08:54<00:00,  1.63it/s]\nEpoch 0: |          | 871/? [08:55<00:00,  1.63it/s]\nEpoch 0: |          | 871/? [08:55<00:00,  1.63it/s]\nEpoch 0: |          | 872/? [08:55<00:00,  1.63it/s]\nEpoch 0: |          | 872/? [08:55<00:00,  1.63it/s]\nEpoch 0: |          | 873/? [08:56<00:00,  1.63it/s]\nEpoch 0: |          | 873/? [08:56<00:00,  1.63it/s]\nEpoch 0: |          | 874/? [08:56<00:00,  1.63it/s]\nEpoch 0: |          | 874/? [08:56<00:00,  1.63it/s]\nEpoch 0: |          | 875/? [08:57<00:00,  1.63it/s]\nEpoch 0: |          | 875/? [08:57<00:00,  1.63it/s]\nEpoch 0: |          | 876/? [08:57<00:00,  1.63it/s]\nEpoch 0: |          | 876/? [08:57<00:00,  1.63it/s]\nEpoch 0: |          | 877/? [08:58<00:00,  1.63it/s]\nEpoch 0: |          | 877/? [08:58<00:00,  1.63it/s]\nEpoch 0: |          | 878/? [08:58<00:00,  1.63it/s]\nEpoch 0: |          | 878/? [08:58<00:00,  1.63it/s]\nEpoch 0: |          | 879/? [08:59<00:00,  1.63it/s]\nEpoch 0: |          | 879/? [08:59<00:00,  1.63it/s]\nEpoch 0: |          | 880/? [08:59<00:00,  1.63it/s]\nEpoch 0: |          | 880/? [08:59<00:00,  1.63it/s]\nEpoch 0: |          | 881/? [09:00<00:00,  1.63it/s]\nEpoch 0: |          | 881/? [09:00<00:00,  1.63it/s]\nEpoch 0: |          | 882/? [09:01<00:00,  1.63it/s]\nEpoch 0: |          | 882/? [09:01<00:00,  1.63it/s]\nEpoch 0: |          | 883/? [09:01<00:00,  1.63it/s]\nEpoch 0: |          | 883/? [09:01<00:00,  1.63it/s]\nEpoch 0: |          | 884/? [09:02<00:00,  1.63it/s]\nEpoch 0: |          | 884/? [09:02<00:00,  1.63it/s]\nEpoch 0: |          | 885/? [09:02<00:00,  1.63it/s]\nEpoch 0: |          | 885/? [09:02<00:00,  1.63it/s]\nEpoch 0: |          | 886/? [09:03<00:00,  1.63it/s]\nEpoch 0: |          | 886/? [09:03<00:00,  1.63it/s]\nEpoch 0: |          | 887/? [09:03<00:00,  1.63it/s]\nEpoch 0: |          | 887/? [09:03<00:00,  1.63it/s]\nEpoch 0: |          | 888/? [09:04<00:00,  1.63it/s]\nEpoch 0: |          | 888/? [09:04<00:00,  1.63it/s]\nEpoch 0: |          | 889/? [09:04<00:00,  1.63it/s]\nEpoch 0: |          | 889/? [09:04<00:00,  1.63it/s]\nEpoch 0: |          | 890/? [09:05<00:00,  1.63it/s]\nEpoch 0: |          | 890/? [09:05<00:00,  1.63it/s]\nEpoch 0: |          | 891/? [09:05<00:00,  1.63it/s]\nEpoch 0: |          | 891/? [09:05<00:00,  1.63it/s]\nEpoch 0: |          | 892/? [09:06<00:00,  1.63it/s]\nEpoch 0: |          | 892/? [09:06<00:00,  1.63it/s]\nEpoch 0: |          | 893/? [09:06<00:00,  1.63it/s]\nEpoch 0: |          | 893/? [09:06<00:00,  1.63it/s]\nEpoch 0: |          | 894/? [09:07<00:00,  1.63it/s]\nEpoch 0: |          | 894/? [09:07<00:00,  1.63it/s]\nEpoch 0: |          | 895/? [09:08<00:00,  1.63it/s]\nEpoch 0: |          | 895/? [09:08<00:00,  1.63it/s]\nEpoch 0: |          | 896/? [09:08<00:00,  1.63it/s]\nEpoch 0: |          | 896/? [09:08<00:00,  1.63it/s]\nEpoch 0: |          | 897/? [09:09<00:00,  1.63it/s]\nEpoch 0: |          | 897/? [09:09<00:00,  1.63it/s]\nEpoch 0: |          | 898/? [09:09<00:00,  1.63it/s]\nEpoch 0: |          | 898/? [09:09<00:00,  1.63it/s]\nEpoch 0: |          | 899/? [09:10<00:00,  1.63it/s]\nEpoch 0: |          | 899/? [09:10<00:00,  1.63it/s]\nEpoch 0: |          | 900/? [09:10<00:00,  1.63it/s]\nEpoch 0: |          | 900/? [09:10<00:00,  1.63it/s]\nEpoch 0: |          | 901/? [09:11<00:00,  1.63it/s]\nEpoch 0: |          | 901/? [09:11<00:00,  1.63it/s]\nEpoch 0: |          | 902/? [09:11<00:00,  1.63it/s]\nEpoch 0: |          | 902/? [09:11<00:00,  1.63it/s]\nEpoch 0: |          | 903/? [09:12<00:00,  1.63it/s]\nEpoch 0: |          | 903/? [09:12<00:00,  1.63it/s]\nEpoch 0: |          | 904/? [09:12<00:00,  1.63it/s]\nEpoch 0: |          | 904/? [09:12<00:00,  1.63it/s]\nEpoch 0: |          | 905/? [09:13<00:00,  1.64it/s]\nEpoch 0: |          | 905/? [09:13<00:00,  1.64it/s]\nEpoch 0: |          | 906/? [09:13<00:00,  1.64it/s]\nEpoch 0: |          | 906/? [09:13<00:00,  1.64it/s]\nEpoch 0: |          | 907/? [09:14<00:00,  1.64it/s]\nEpoch 0: |          | 907/? [09:14<00:00,  1.64it/s]\nEpoch 0: |          | 908/? [09:15<00:00,  1.64it/s]\nEpoch 0: |          | 908/? [09:15<00:00,  1.64it/s]\nEpoch 0: |          | 909/? [09:15<00:00,  1.64it/s]\nEpoch 0: |          | 909/? [09:15<00:00,  1.64it/s]\nEpoch 0: |          | 910/? [09:16<00:00,  1.64it/s]\nEpoch 0: |          | 910/? [09:16<00:00,  1.64it/s]\nEpoch 0: |          | 911/? [09:16<00:00,  1.64it/s]\nEpoch 0: |          | 911/? [09:16<00:00,  1.64it/s]\nEpoch 0: |          | 912/? [09:17<00:00,  1.64it/s]\nEpoch 0: |          | 912/? [09:17<00:00,  1.64it/s]\nEpoch 0: |          | 913/? [09:17<00:00,  1.64it/s]\nEpoch 0: |          | 913/? [09:17<00:00,  1.64it/s]\nEpoch 0: |          | 914/? [09:18<00:00,  1.64it/s]\nEpoch 0: |          | 914/? [09:18<00:00,  1.64it/s]\nEpoch 0: |          | 915/? [09:18<00:00,  1.64it/s]\nEpoch 0: |          | 915/? [09:18<00:00,  1.64it/s]\nEpoch 0: |          | 916/? [09:19<00:00,  1.64it/s]\nEpoch 0: |          | 916/? [09:19<00:00,  1.64it/s]\nEpoch 0: |          | 917/? [09:19<00:00,  1.64it/s]\nEpoch 0: |          | 917/? [09:19<00:00,  1.64it/s]\nEpoch 0: |          | 918/? [09:20<00:00,  1.64it/s]\nEpoch 0: |          | 918/? [09:20<00:00,  1.64it/s]\nEpoch 0: |          | 919/? [09:20<00:00,  1.64it/s]\nEpoch 0: |          | 919/? [09:20<00:00,  1.64it/s]\nEpoch 0: |          | 920/? [09:21<00:00,  1.64it/s]\nEpoch 0: |          | 920/? [09:21<00:00,  1.64it/s]\nEpoch 0: |          | 921/? [09:21<00:00,  1.64it/s]\nEpoch 0: |          | 921/? [09:21<00:00,  1.64it/s]\nEpoch 0: |          | 922/? [09:22<00:00,  1.64it/s]\nEpoch 0: |          | 922/? [09:22<00:00,  1.64it/s]\nEpoch 0: |          | 923/? [09:22<00:00,  1.64it/s]\nEpoch 0: |          | 923/? [09:22<00:00,  1.64it/s]\nEpoch 0: |          | 924/? [09:23<00:00,  1.64it/s]\nEpoch 0: |          | 924/? [09:23<00:00,  1.64it/s]\nEpoch 0: |          | 925/? [09:23<00:00,  1.64it/s]\nEpoch 0: |          | 925/? [09:23<00:00,  1.64it/s]\nEpoch 0: |          | 926/? [09:24<00:00,  1.64it/s]\nEpoch 0: |          | 926/? [09:24<00:00,  1.64it/s]\nEpoch 0: |          | 927/? [09:24<00:00,  1.64it/s]\nEpoch 0: |          | 927/? [09:24<00:00,  1.64it/s]\nEpoch 0: |          | 928/? [09:25<00:00,  1.64it/s]\nEpoch 0: |          | 928/? [09:25<00:00,  1.64it/s]\nEpoch 0: |          | 929/? [09:25<00:00,  1.64it/s]\nEpoch 0: |          | 929/? [09:25<00:00,  1.64it/s]\nEpoch 0: |          | 930/? [09:26<00:00,  1.64it/s]\nEpoch 0: |          | 930/? [09:26<00:00,  1.64it/s]\nEpoch 0: |          | 931/? [09:27<00:00,  1.64it/s]\nEpoch 0: |          | 931/? [09:27<00:00,  1.64it/s]\nEpoch 0: |          | 932/? [09:27<00:00,  1.64it/s]\nEpoch 0: |          | 932/? [09:27<00:00,  1.64it/s]\nEpoch 0: |          | 933/? [09:28<00:00,  1.64it/s]\nEpoch 0: |          | 933/? [09:28<00:00,  1.64it/s]\nEpoch 0: |          | 934/? [09:28<00:00,  1.64it/s]\nEpoch 0: |          | 934/? [09:28<00:00,  1.64it/s]\nEpoch 0: |          | 935/? [09:29<00:00,  1.64it/s]\nEpoch 0: |          | 935/? [09:29<00:00,  1.64it/s]\nEpoch 0: |          | 936/? [09:29<00:00,  1.64it/s]\nEpoch 0: |          | 936/? [09:29<00:00,  1.64it/s]\nEpoch 0: |          | 937/? [09:30<00:00,  1.64it/s]\nEpoch 0: |          | 937/? [09:30<00:00,  1.64it/s]\nEpoch 0: |          | 938/? [09:30<00:00,  1.64it/s]\nEpoch 0: |          | 938/? [09:30<00:00,  1.64it/s]\nEpoch 0: |          | 939/? [09:31<00:00,  1.64it/s]\nEpoch 0: |          | 939/? [09:31<00:00,  1.64it/s]\nEpoch 0: |          | 940/? [09:31<00:00,  1.64it/s]\nEpoch 0: |          | 940/? [09:31<00:00,  1.64it/s]\nEpoch 0: |          | 941/? [09:32<00:00,  1.64it/s]\nEpoch 0: |          | 941/? [09:32<00:00,  1.64it/s]\nEpoch 0: |          | 942/? [09:32<00:00,  1.64it/s]\nEpoch 0: |          | 942/? [09:32<00:00,  1.64it/s]\nEpoch 0: |          | 943/? [09:33<00:00,  1.64it/s]\nEpoch 0: |          | 943/? [09:33<00:00,  1.64it/s]\nEpoch 0: |          | 944/? [09:33<00:00,  1.64it/s]\nEpoch 0: |          | 944/? [09:33<00:00,  1.64it/s]\nEpoch 0: |          | 945/? [09:34<00:00,  1.65it/s]\nEpoch 0: |          | 945/? [09:34<00:00,  1.65it/s]\nEpoch 0: |          | 946/? [09:34<00:00,  1.65it/s]\nEpoch 0: |          | 946/? [09:34<00:00,  1.65it/s]\nEpoch 0: |          | 947/? [09:35<00:00,  1.65it/s]\nEpoch 0: |          | 947/? [09:35<00:00,  1.65it/s]\nEpoch 0: |          | 948/? [09:35<00:00,  1.65it/s]\nEpoch 0: |          | 948/? [09:35<00:00,  1.65it/s]\nEpoch 0: |          | 949/? [09:36<00:00,  1.65it/s]\nEpoch 0: |          | 949/? [09:36<00:00,  1.65it/s]\nEpoch 0: |          | 950/? [09:36<00:00,  1.65it/s]\nEpoch 0: |          | 950/? [09:36<00:00,  1.65it/s]\nEpoch 0: |          | 951/? [09:37<00:00,  1.65it/s]\nEpoch 0: |          | 951/? [09:37<00:00,  1.65it/s]\nEpoch 0: |          | 952/? [09:37<00:00,  1.65it/s]\nEpoch 0: |          | 952/? [09:37<00:00,  1.65it/s]\nEpoch 0: |          | 953/? [09:38<00:00,  1.65it/s]\nEpoch 0: |          | 953/? [09:38<00:00,  1.65it/s]\nEpoch 0: |          | 954/? [09:39<00:00,  1.65it/s]\nEpoch 0: |          | 954/? [09:39<00:00,  1.65it/s]\nEpoch 0: |          | 955/? [09:39<00:00,  1.65it/s]\nEpoch 0: |          | 955/? [09:39<00:00,  1.65it/s]\nEpoch 0: |          | 956/? [09:40<00:00,  1.65it/s]\nEpoch 0: |          | 956/? [09:40<00:00,  1.65it/s]\nEpoch 0: |          | 957/? [09:40<00:00,  1.65it/s]\nEpoch 0: |          | 957/? [09:40<00:00,  1.65it/s]\nEpoch 0: |          | 958/? [09:41<00:00,  1.65it/s]\nEpoch 0: |          | 958/? [09:41<00:00,  1.65it/s]\nEpoch 0: |          | 959/? [09:41<00:00,  1.65it/s]\nEpoch 0: |          | 959/? [09:41<00:00,  1.65it/s]\nEpoch 0: |          | 960/? [09:42<00:00,  1.65it/s]\nEpoch 0: |          | 960/? [09:42<00:00,  1.65it/s]\nEpoch 0: |          | 961/? [09:42<00:00,  1.65it/s]\nEpoch 0: |          | 961/? [09:42<00:00,  1.65it/s]\nEpoch 0: |          | 962/? [09:43<00:00,  1.65it/s]\nEpoch 0: |          | 962/? [09:43<00:00,  1.65it/s]\nEpoch 0: |          | 963/? [09:43<00:00,  1.65it/s]\nEpoch 0: |          | 963/? [09:43<00:00,  1.65it/s]\nEpoch 0: |          | 964/? [09:44<00:00,  1.65it/s]\nEpoch 0: |          | 964/? [09:44<00:00,  1.65it/s]\nEpoch 0: |          | 965/? [09:44<00:00,  1.65it/s]\nEpoch 0: |          | 965/? [09:44<00:00,  1.65it/s]\nEpoch 0: |          | 966/? [09:45<00:00,  1.65it/s]\nEpoch 0: |          | 966/? [09:45<00:00,  1.65it/s]\nEpoch 0: |          | 967/? [09:45<00:00,  1.65it/s]\nEpoch 0: |          | 967/? [09:45<00:00,  1.65it/s]\nEpoch 0: |          | 968/? [09:46<00:00,  1.65it/s]\nEpoch 0: |          | 968/? [09:46<00:00,  1.65it/s]\nEpoch 0: |          | 969/? [09:46<00:00,  1.65it/s]\nEpoch 0: |          | 969/? [09:46<00:00,  1.65it/s]\nEpoch 0: |          | 970/? [09:47<00:00,  1.65it/s]\nEpoch 0: |          | 970/? [09:47<00:00,  1.65it/s]\nEpoch 0: |          | 971/? [09:47<00:00,  1.65it/s]\nEpoch 0: |          | 971/? [09:47<00:00,  1.65it/s]\nEpoch 0: |          | 972/? [09:48<00:00,  1.65it/s]\nEpoch 0: |          | 972/? [09:48<00:00,  1.65it/s]\nEpoch 0: |          | 973/? [09:48<00:00,  1.65it/s]\nEpoch 0: |          | 973/? [09:48<00:00,  1.65it/s]\nEpoch 0: |          | 974/? [09:49<00:00,  1.65it/s]\nEpoch 0: |          | 974/? [09:49<00:00,  1.65it/s]\nEpoch 0: |          | 975/? [09:49<00:00,  1.65it/s]\nEpoch 0: |          | 975/? [09:49<00:00,  1.65it/s]\nEpoch 0: |          | 976/? [09:50<00:00,  1.65it/s]\nEpoch 0: |          | 976/? [09:50<00:00,  1.65it/s]\nEpoch 0: |          | 977/? [09:50<00:00,  1.65it/s]\nEpoch 0: |          | 977/? [09:50<00:00,  1.65it/s]\nEpoch 0: |          | 978/? [09:51<00:00,  1.65it/s]\nEpoch 0: |          | 978/? [09:51<00:00,  1.65it/s]\nEpoch 0: |          | 979/? [09:51<00:00,  1.65it/s]\nEpoch 0: |          | 979/? [09:51<00:00,  1.65it/s]\nEpoch 0: |          | 980/? [09:52<00:00,  1.66it/s]\nEpoch 0: |          | 980/? [09:52<00:00,  1.66it/s]\nEpoch 0: |          | 981/? [09:52<00:00,  1.66it/s]\nEpoch 0: |          | 981/? [09:52<00:00,  1.66it/s]\nEpoch 0: |          | 982/? [09:53<00:00,  1.66it/s]\nEpoch 0: |          | 982/? [09:53<00:00,  1.66it/s]\nEpoch 0: |          | 983/? [09:53<00:00,  1.66it/s]\nEpoch 0: |          | 983/? [09:53<00:00,  1.66it/s]\nEpoch 0: |          | 984/? [09:54<00:00,  1.66it/s]\nEpoch 0: |          | 984/? [09:54<00:00,  1.66it/s]\nEpoch 0: |          | 985/? [09:54<00:00,  1.66it/s]\nEpoch 0: |          | 985/? [09:54<00:00,  1.66it/s]\nEpoch 0: |          | 986/? [09:55<00:00,  1.66it/s]\nEpoch 0: |          | 986/? [09:55<00:00,  1.66it/s]\nEpoch 0: |          | 987/? [09:55<00:00,  1.66it/s]\nEpoch 0: |          | 987/? [09:55<00:00,  1.66it/s]\nEpoch 0: |          | 988/? [09:56<00:00,  1.66it/s]\nEpoch 0: |          | 988/? [09:56<00:00,  1.66it/s]\nEpoch 0: |          | 989/? [09:56<00:00,  1.66it/s]\nEpoch 0: |          | 989/? [09:56<00:00,  1.66it/s]\nEpoch 0: |          | 990/? [09:57<00:00,  1.66it/s]\nEpoch 0: |          | 990/? [09:57<00:00,  1.66it/s]\nEpoch 0: |          | 991/? [09:57<00:00,  1.66it/s]\nEpoch 0: |          | 991/? [09:57<00:00,  1.66it/s]\nEpoch 0: |          | 992/? [09:58<00:00,  1.66it/s]\nEpoch 0: |          | 992/? [09:58<00:00,  1.66it/s]\nEpoch 0: |          | 993/? [09:58<00:00,  1.66it/s]\nEpoch 0: |          | 993/? [09:58<00:00,  1.66it/s]\nEpoch 0: |          | 994/? [09:59<00:00,  1.66it/s]\nEpoch 0: |          | 994/? [09:59<00:00,  1.66it/s]\nEpoch 0: |          | 995/? [09:59<00:00,  1.66it/s]\nEpoch 0: |          | 995/? [09:59<00:00,  1.66it/s]\nEpoch 0: |          | 996/? [10:00<00:00,  1.66it/s]\nEpoch 0: |          | 996/? [10:00<00:00,  1.66it/s]\nEpoch 0: |          | 997/? [10:00<00:00,  1.66it/s]\nEpoch 0: |          | 997/? [10:00<00:00,  1.66it/s]\nEpoch 0: |          | 998/? [10:01<00:00,  1.66it/s]\nEpoch 0: |          | 998/? [10:01<00:00,  1.66it/s]\nEpoch 0: |          | 999/? [10:01<00:00,  1.66it/s]\nEpoch 0: |          | 999/? [10:01<00:00,  1.66it/s]\nEpoch 0: |          | 1000/? [10:02<00:00,  1.66it/s]\nEpoch 0: |          | 1000/? [10:02<00:00,  1.66it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:01,  2.18it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  2.10it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:01<00:00,  2.11it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  2.08it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 1000/? [10:04<00:00,  1.65it/s]\nEpoch 0: |          | 1001/? [10:04<00:00,  1.66it/s]\nEpoch 0: |          | 1001/? [10:04<00:00,  1.66it/s]\nEpoch 0: |          | 1002/? [10:05<00:00,  1.66it/s]\nEpoch 0: |          | 1002/? [10:05<00:00,  1.66it/s]\nEpoch 0: |          | 1003/? [10:05<00:00,  1.66it/s]\nEpoch 0: |          | 1003/? [10:05<00:00,  1.66it/s]\nEpoch 0: |          | 1004/? [10:06<00:00,  1.66it/s]\nEpoch 0: |          | 1004/? [10:06<00:00,  1.66it/s]\nEpoch 0: |          | 1005/? [10:06<00:00,  1.66it/s]\nEpoch 0: |          | 1005/? [10:06<00:00,  1.66it/s]\nEpoch 0: |          | 1006/? [10:07<00:00,  1.66it/s]\nEpoch 0: |          | 1006/? [10:07<00:00,  1.66it/s]\nEpoch 0: |          | 1007/? [10:07<00:00,  1.66it/s]\nEpoch 0: |          | 1007/? [10:07<00:00,  1.66it/s]\nEpoch 0: |          | 1008/? [10:08<00:00,  1.66it/s]\nEpoch 0: |          | 1008/? [10:08<00:00,  1.66it/s]\nEpoch 0: |          | 1009/? [10:08<00:00,  1.66it/s]\nEpoch 0: |          | 1009/? [10:08<00:00,  1.66it/s]\nEpoch 0: |          | 1010/? [10:09<00:00,  1.66it/s]\nEpoch 0: |          | 1010/? [10:09<00:00,  1.66it/s]\nEpoch 0: |          | 1011/? [10:09<00:00,  1.66it/s]\nEpoch 0: |          | 1011/? [10:09<00:00,  1.66it/s]\nEpoch 0: |          | 1012/? [10:10<00:00,  1.66it/s]\nEpoch 0: |          | 1012/? [10:10<00:00,  1.66it/s]\nEpoch 0: |          | 1013/? [10:10<00:00,  1.66it/s]\nEpoch 0: |          | 1013/? [10:10<00:00,  1.66it/s]\nEpoch 0: |          | 1014/? [10:11<00:00,  1.66it/s]\nEpoch 0: |          | 1014/? [10:11<00:00,  1.66it/s]\nEpoch 0: |          | 1015/? [10:11<00:00,  1.66it/s]\nEpoch 0: |          | 1015/? [10:11<00:00,  1.66it/s]\nEpoch 0: |          | 1016/? [10:12<00:00,  1.66it/s]\nEpoch 0: |          | 1016/? [10:12<00:00,  1.66it/s]\nEpoch 0: |          | 1017/? [10:12<00:00,  1.66it/s]\nEpoch 0: |          | 1017/? [10:12<00:00,  1.66it/s]\nEpoch 0: |          | 1018/? [10:13<00:00,  1.66it/s]\nEpoch 0: |          | 1018/? [10:13<00:00,  1.66it/s]\nEpoch 0: |          | 1019/? [10:13<00:00,  1.66it/s]\nEpoch 0: |          | 1019/? [10:13<00:00,  1.66it/s]\nEpoch 0: |          | 1020/? [10:14<00:00,  1.66it/s]\nEpoch 0: |          | 1020/? [10:14<00:00,  1.66it/s]\nEpoch 0: |          | 1021/? [10:14<00:00,  1.66it/s]\nEpoch 0: |          | 1021/? [10:14<00:00,  1.66it/s]\nEpoch 0: |          | 1022/? [10:15<00:00,  1.66it/s]\nEpoch 0: |          | 1022/? [10:15<00:00,  1.66it/s]\nEpoch 0: |          | 1023/? [10:15<00:00,  1.66it/s]\nEpoch 0: |          | 1023/? [10:15<00:00,  1.66it/s]\nEpoch 0: |          | 1024/? [10:16<00:00,  1.66it/s]\nEpoch 0: |          | 1024/? [10:16<00:00,  1.66it/s]\nEpoch 0: |          | 1025/? [10:16<00:00,  1.66it/s]\nEpoch 0: |          | 1025/? [10:16<00:00,  1.66it/s]\nEpoch 0: |          | 1026/? [10:17<00:00,  1.66it/s]\nEpoch 0: |          | 1026/? [10:17<00:00,  1.66it/s]\nEpoch 0: |          | 1027/? [10:17<00:00,  1.66it/s]\nEpoch 0: |          | 1027/? [10:17<00:00,  1.66it/s]\nEpoch 0: |          | 1028/? [10:18<00:00,  1.66it/s]\nEpoch 0: |          | 1028/? [10:18<00:00,  1.66it/s]\nEpoch 0: |          | 1029/? [10:18<00:00,  1.66it/s]\nEpoch 0: |          | 1029/? [10:18<00:00,  1.66it/s]\nEpoch 0: |          | 1030/? [10:19<00:00,  1.66it/s]\nEpoch 0: |          | 1030/? [10:19<00:00,  1.66it/s]\nEpoch 0: |          | 1031/? [10:19<00:00,  1.66it/s]\nEpoch 0: |          | 1031/? [10:19<00:00,  1.66it/s]\nEpoch 0: |          | 1032/? [10:20<00:00,  1.66it/s]\nEpoch 0: |          | 1032/? [10:20<00:00,  1.66it/s]\nEpoch 0: |          | 1033/? [10:20<00:00,  1.66it/s]\nEpoch 0: |          | 1033/? [10:20<00:00,  1.66it/s]\nEpoch 0: |          | 1034/? [10:21<00:00,  1.66it/s]\nEpoch 0: |          | 1034/? [10:21<00:00,  1.66it/s]\nEpoch 0: |          | 1035/? [10:21<00:00,  1.66it/s]\nEpoch 0: |          | 1035/? [10:21<00:00,  1.66it/s]\nEpoch 0: |          | 1036/? [10:22<00:00,  1.66it/s]\nEpoch 0: |          | 1036/? [10:22<00:00,  1.66it/s]\nEpoch 0: |          | 1037/? [10:22<00:00,  1.66it/s]\nEpoch 0: |          | 1037/? [10:22<00:00,  1.66it/s]\nEpoch 0: |          | 1038/? [10:23<00:00,  1.67it/s]\nEpoch 0: |          | 1038/? [10:23<00:00,  1.67it/s]\nEpoch 0: |          | 1039/? [10:23<00:00,  1.67it/s]\nEpoch 0: |          | 1039/? [10:23<00:00,  1.67it/s]\nEpoch 0: |          | 1040/? [10:24<00:00,  1.67it/s]\nEpoch 0: |          | 1040/? [10:24<00:00,  1.67it/s]\nEpoch 0: |          | 1041/? [10:24<00:00,  1.67it/s]\nEpoch 0: |          | 1041/? [10:24<00:00,  1.67it/s]\nEpoch 0: |          | 1042/? [10:25<00:00,  1.67it/s]\nEpoch 0: |          | 1042/? [10:25<00:00,  1.67it/s]\nEpoch 0: |          | 1043/? [10:25<00:00,  1.67it/s]\nEpoch 0: |          | 1043/? [10:25<00:00,  1.67it/s]\nEpoch 0: |          | 1044/? [10:26<00:00,  1.67it/s]\nEpoch 0: |          | 1044/? [10:26<00:00,  1.67it/s]\nEpoch 0: |          | 1045/? [10:26<00:00,  1.67it/s]\nEpoch 0: |          | 1045/? [10:26<00:00,  1.67it/s]\nEpoch 0: |          | 1046/? [10:27<00:00,  1.67it/s]\nEpoch 0: |          | 1046/? [10:27<00:00,  1.67it/s]\nEpoch 0: |          | 1047/? [10:27<00:00,  1.67it/s]\nEpoch 0: |          | 1047/? [10:27<00:00,  1.67it/s]\nEpoch 0: |          | 1048/? [10:28<00:00,  1.67it/s]\nEpoch 0: |          | 1048/? [10:28<00:00,  1.67it/s]\nEpoch 0: |          | 1049/? [10:28<00:00,  1.67it/s]\nEpoch 0: |          | 1049/? [10:28<00:00,  1.67it/s]\nEpoch 0: |          | 1050/? [10:29<00:00,  1.67it/s]\nEpoch 0: |          | 1050/? [10:29<00:00,  1.67it/s]\nEpoch 0: |          | 1051/? [10:29<00:00,  1.67it/s]\nEpoch 0: |          | 1051/? [10:29<00:00,  1.67it/s]\nEpoch 0: |          | 1052/? [10:30<00:00,  1.67it/s]\nEpoch 0: |          | 1052/? [10:30<00:00,  1.67it/s]\nEpoch 0: |          | 1053/? [10:30<00:00,  1.67it/s]\nEpoch 0: |          | 1053/? [10:30<00:00,  1.67it/s]\nEpoch 0: |          | 1054/? [10:31<00:00,  1.67it/s]\nEpoch 0: |          | 1054/? [10:31<00:00,  1.67it/s]\nEpoch 0: |          | 1055/? [10:31<00:00,  1.67it/s]\nEpoch 0: |          | 1055/? [10:31<00:00,  1.67it/s]\nEpoch 0: |          | 1056/? [10:32<00:00,  1.67it/s]\nEpoch 0: |          | 1056/? [10:32<00:00,  1.67it/s]\nEpoch 0: |          | 1057/? [10:32<00:00,  1.67it/s]\nEpoch 0: |          | 1057/? [10:32<00:00,  1.67it/s]\nEpoch 0: |          | 1058/? [10:33<00:00,  1.67it/s]\nEpoch 0: |          | 1058/? [10:33<00:00,  1.67it/s]\nEpoch 0: |          | 1059/? [10:33<00:00,  1.67it/s]\nEpoch 0: |          | 1059/? [10:33<00:00,  1.67it/s]\nEpoch 0: |          | 1060/? [10:34<00:00,  1.67it/s]\nEpoch 0: |          | 1060/? [10:34<00:00,  1.67it/s]\nEpoch 0: |          | 1061/? [10:34<00:00,  1.67it/s]\nEpoch 0: |          | 1061/? [10:34<00:00,  1.67it/s]\nEpoch 0: |          | 1062/? [10:35<00:00,  1.67it/s]\nEpoch 0: |          | 1062/? [10:35<00:00,  1.67it/s]\nEpoch 0: |          | 1063/? [10:35<00:00,  1.67it/s]\nEpoch 0: |          | 1063/? [10:35<00:00,  1.67it/s]\nEpoch 0: |          | 1064/? [10:36<00:00,  1.67it/s]\nEpoch 0: |          | 1064/? [10:36<00:00,  1.67it/s]\nEpoch 0: |          | 1065/? [10:36<00:00,  1.67it/s]\nEpoch 0: |          | 1065/? [10:36<00:00,  1.67it/s]\nEpoch 0: |          | 1066/? [10:37<00:00,  1.67it/s]\nEpoch 0: |          | 1066/? [10:37<00:00,  1.67it/s]\nEpoch 0: |          | 1067/? [10:37<00:00,  1.67it/s]\nEpoch 0: |          | 1067/? [10:37<00:00,  1.67it/s]\nEpoch 0: |          | 1068/? [10:38<00:00,  1.67it/s]\nEpoch 0: |          | 1068/? [10:38<00:00,  1.67it/s]\nEpoch 0: |          | 1069/? [10:38<00:00,  1.67it/s]\nEpoch 0: |          | 1069/? [10:38<00:00,  1.67it/s]\nEpoch 0: |          | 1070/? [10:39<00:00,  1.67it/s]\nEpoch 0: |          | 1070/? [10:39<00:00,  1.67it/s]\nEpoch 0: |          | 1071/? [10:39<00:00,  1.67it/s]\nEpoch 0: |          | 1071/? [10:39<00:00,  1.67it/s]\nEpoch 0: |          | 1072/? [10:40<00:00,  1.67it/s]\nEpoch 0: |          | 1072/? [10:40<00:00,  1.67it/s]\nEpoch 0: |          | 1073/? [10:40<00:00,  1.67it/s]\nEpoch 0: |          | 1073/? [10:40<00:00,  1.67it/s]\nEpoch 0: |          | 1074/? [10:41<00:00,  1.67it/s]\nEpoch 0: |          | 1074/? [10:41<00:00,  1.67it/s]\nEpoch 0: |          | 1075/? [10:41<00:00,  1.67it/s]\nEpoch 0: |          | 1075/? [10:41<00:00,  1.67it/s]\nEpoch 0: |          | 1076/? [10:42<00:00,  1.67it/s]\nEpoch 0: |          | 1076/? [10:42<00:00,  1.67it/s]\nEpoch 0: |          | 1077/? [10:42<00:00,  1.67it/s]\nEpoch 0: |          | 1077/? [10:42<00:00,  1.67it/s]\nEpoch 0: |          | 1078/? [10:43<00:00,  1.68it/s]\nEpoch 0: |          | 1078/? [10:43<00:00,  1.68it/s]\nEpoch 0: |          | 1079/? [10:44<00:00,  1.68it/s]\nEpoch 0: |          | 1079/? [10:44<00:00,  1.68it/s]\nEpoch 0: |          | 1080/? [10:44<00:00,  1.68it/s]\nEpoch 0: |          | 1080/? [10:44<00:00,  1.68it/s]\nEpoch 0: |          | 1081/? [10:45<00:00,  1.68it/s]\nEpoch 0: |          | 1081/? [10:45<00:00,  1.68it/s]\nEpoch 0: |          | 1082/? [10:45<00:00,  1.68it/s]\nEpoch 0: |          | 1082/? [10:45<00:00,  1.68it/s]\nEpoch 0: |          | 1083/? [10:46<00:00,  1.68it/s]\nEpoch 0: |          | 1083/? [10:46<00:00,  1.68it/s]\nEpoch 0: |          | 1084/? [10:46<00:00,  1.68it/s]\nEpoch 0: |          | 1084/? [10:46<00:00,  1.68it/s]\nEpoch 0: |          | 1085/? [10:47<00:00,  1.68it/s]\nEpoch 0: |          | 1085/? [10:47<00:00,  1.68it/s]\nEpoch 0: |          | 1086/? [10:47<00:00,  1.68it/s]\nEpoch 0: |          | 1086/? [10:47<00:00,  1.68it/s]\nEpoch 0: |          | 1087/? [10:48<00:00,  1.68it/s]\nEpoch 0: |          | 1087/? [10:48<00:00,  1.68it/s]\nEpoch 0: |          | 1088/? [10:48<00:00,  1.68it/s]\nEpoch 0: |          | 1088/? [10:48<00:00,  1.68it/s]\nEpoch 0: |          | 1089/? [10:49<00:00,  1.68it/s]\nEpoch 0: |          | 1089/? [10:49<00:00,  1.68it/s]\nEpoch 0: |          | 1090/? [10:49<00:00,  1.68it/s]\nEpoch 0: |          | 1090/? [10:49<00:00,  1.68it/s]\nEpoch 0: |          | 1091/? [10:50<00:00,  1.68it/s]\nEpoch 0: |          | 1091/? [10:50<00:00,  1.68it/s]\nEpoch 0: |          | 1092/? [10:50<00:00,  1.68it/s]\nEpoch 0: |          | 1092/? [10:50<00:00,  1.68it/s]\nEpoch 0: |          | 1093/? [10:51<00:00,  1.68it/s]\nEpoch 0: |          | 1093/? [10:51<00:00,  1.68it/s]\nEpoch 0: |          | 1094/? [10:51<00:00,  1.68it/s]\nEpoch 0: |          | 1094/? [10:51<00:00,  1.68it/s]\nEpoch 0: |          | 1095/? [10:52<00:00,  1.68it/s]\nEpoch 0: |          | 1095/? [10:52<00:00,  1.68it/s]\nEpoch 0: |          | 1096/? [10:52<00:00,  1.68it/s]\nEpoch 0: |          | 1096/? [10:52<00:00,  1.68it/s]\nEpoch 0: |          | 1097/? [10:53<00:00,  1.68it/s]\nEpoch 0: |          | 1097/? [10:53<00:00,  1.68it/s]\nEpoch 0: |          | 1098/? [10:53<00:00,  1.68it/s]\nEpoch 0: |          | 1098/? [10:53<00:00,  1.68it/s]\nEpoch 0: |          | 1099/? [10:54<00:00,  1.68it/s]\nEpoch 0: |          | 1099/? [10:54<00:00,  1.68it/s]\nEpoch 0: |          | 1100/? [10:54<00:00,  1.68it/s]\nEpoch 0: |          | 1100/? [10:54<00:00,  1.68it/s]\nEpoch 0: |          | 1101/? [10:55<00:00,  1.68it/s]\nEpoch 0: |          | 1101/? [10:55<00:00,  1.68it/s]\nEpoch 0: |          | 1102/? [10:55<00:00,  1.68it/s]\nEpoch 0: |          | 1102/? [10:55<00:00,  1.68it/s]\nEpoch 0: |          | 1103/? [10:56<00:00,  1.68it/s]\nEpoch 0: |          | 1103/? [10:56<00:00,  1.68it/s]\nEpoch 0: |          | 1104/? [10:56<00:00,  1.68it/s]\nEpoch 0: |          | 1104/? [10:56<00:00,  1.68it/s]\nEpoch 0: |          | 1105/? [10:57<00:00,  1.68it/s]\nEpoch 0: |          | 1105/? [10:57<00:00,  1.68it/s]\nEpoch 0: |          | 1106/? [10:57<00:00,  1.68it/s]\nEpoch 0: |          | 1106/? [10:57<00:00,  1.68it/s]\nEpoch 0: |          | 1107/? [10:58<00:00,  1.68it/s]\nEpoch 0: |          | 1107/? [10:58<00:00,  1.68it/s]\nEpoch 0: |          | 1108/? [10:58<00:00,  1.68it/s]\nEpoch 0: |          | 1108/? [10:58<00:00,  1.68it/s]\nEpoch 0: |          | 1109/? [10:59<00:00,  1.68it/s]\nEpoch 0: |          | 1109/? [10:59<00:00,  1.68it/s]\nEpoch 0: |          | 1110/? [10:59<00:00,  1.68it/s]\nEpoch 0: |          | 1110/? [10:59<00:00,  1.68it/s]\nEpoch 0: |          | 1111/? [11:00<00:00,  1.68it/s]\nEpoch 0: |          | 1111/? [11:00<00:00,  1.68it/s]\nEpoch 0: |          | 1112/? [11:00<00:00,  1.68it/s]\nEpoch 0: |          | 1112/? [11:00<00:00,  1.68it/s]\nEpoch 0: |          | 1113/? [11:01<00:00,  1.68it/s]\nEpoch 0: |          | 1113/? [11:01<00:00,  1.68it/s]\nEpoch 0: |          | 1114/? [11:02<00:00,  1.68it/s]\nEpoch 0: |          | 1114/? [11:02<00:00,  1.68it/s]\nEpoch 0: |          | 1115/? [11:02<00:00,  1.68it/s]\nEpoch 0: |          | 1115/? [11:02<00:00,  1.68it/s]\nEpoch 0: |          | 1116/? [11:03<00:00,  1.68it/s]\nEpoch 0: |          | 1116/? [11:03<00:00,  1.68it/s]\nEpoch 0: |          | 1117/? [11:03<00:00,  1.68it/s]\nEpoch 0: |          | 1117/? [11:03<00:00,  1.68it/s]\nEpoch 0: |          | 1118/? [11:04<00:00,  1.68it/s]\nEpoch 0: |          | 1118/? [11:04<00:00,  1.68it/s]\nEpoch 0: |          | 1119/? [11:04<00:00,  1.68it/s]\nEpoch 0: |          | 1119/? [11:04<00:00,  1.68it/s]\nEpoch 0: |          | 1120/? [11:05<00:00,  1.68it/s]\nEpoch 0: |          | 1120/? [11:05<00:00,  1.68it/s]\nEpoch 0: |          | 1121/? [11:05<00:00,  1.68it/s]\nEpoch 0: |          | 1121/? [11:05<00:00,  1.68it/s]\nEpoch 0: |          | 1122/? [11:06<00:00,  1.68it/s]\nEpoch 0: |          | 1122/? [11:06<00:00,  1.68it/s]\nEpoch 0: |          | 1123/? [11:06<00:00,  1.68it/s]\nEpoch 0: |          | 1123/? [11:06<00:00,  1.68it/s]\nEpoch 0: |          | 1124/? [11:07<00:00,  1.68it/s]\nEpoch 0: |          | 1124/? [11:07<00:00,  1.68it/s]\nEpoch 0: |          | 1125/? [11:07<00:00,  1.69it/s]\nEpoch 0: |          | 1125/? [11:07<00:00,  1.69it/s]\nEpoch 0: |          | 1126/? [11:08<00:00,  1.69it/s]\nEpoch 0: |          | 1126/? [11:08<00:00,  1.69it/s]\nEpoch 0: |          | 1127/? [11:08<00:00,  1.69it/s]\nEpoch 0: |          | 1127/? [11:08<00:00,  1.69it/s]\nEpoch 0: |          | 1128/? [11:09<00:00,  1.69it/s]\nEpoch 0: |          | 1128/? [11:09<00:00,  1.69it/s]\nEpoch 0: |          | 1129/? [11:09<00:00,  1.69it/s]\nEpoch 0: |          | 1129/? [11:09<00:00,  1.69it/s]\nEpoch 0: |          | 1130/? [11:10<00:00,  1.69it/s]\nEpoch 0: |          | 1130/? [11:10<00:00,  1.69it/s]\nEpoch 0: |          | 1131/? [11:10<00:00,  1.69it/s]\nEpoch 0: |          | 1131/? [11:10<00:00,  1.69it/s]\nEpoch 0: |          | 1132/? [11:11<00:00,  1.69it/s]\nEpoch 0: |          | 1132/? [11:11<00:00,  1.69it/s]\nEpoch 0: |          | 1133/? [11:11<00:00,  1.69it/s]\nEpoch 0: |          | 1133/? [11:11<00:00,  1.69it/s]\nEpoch 0: |          | 1134/? [11:12<00:00,  1.69it/s]\nEpoch 0: |          | 1134/? [11:12<00:00,  1.69it/s]\nEpoch 0: |          | 1135/? [11:12<00:00,  1.69it/s]\nEpoch 0: |          | 1135/? [11:12<00:00,  1.69it/s]\nEpoch 0: |          | 1136/? [11:13<00:00,  1.69it/s]\nEpoch 0: |          | 1136/? [11:13<00:00,  1.69it/s]\nEpoch 0: |          | 1137/? [11:13<00:00,  1.69it/s]\nEpoch 0: |          | 1137/? [11:13<00:00,  1.69it/s]\nEpoch 0: |          | 1138/? [11:14<00:00,  1.69it/s]\nEpoch 0: |          | 1138/? [11:14<00:00,  1.69it/s]\nEpoch 0: |          | 1139/? [11:14<00:00,  1.69it/s]\nEpoch 0: |          | 1139/? [11:14<00:00,  1.69it/s]\nEpoch 0: |          | 1140/? [11:14<00:00,  1.69it/s]\nEpoch 0: |          | 1140/? [11:14<00:00,  1.69it/s]\nEpoch 0: |          | 1141/? [11:15<00:00,  1.69it/s]\nEpoch 0: |          | 1141/? [11:15<00:00,  1.69it/s]\nEpoch 0: |          | 1142/? [11:15<00:00,  1.69it/s]\nEpoch 0: |          | 1142/? [11:15<00:00,  1.69it/s]\nEpoch 0: |          | 1143/? [11:16<00:00,  1.69it/s]\nEpoch 0: |          | 1143/? [11:16<00:00,  1.69it/s]\nEpoch 0: |          | 1144/? [11:16<00:00,  1.69it/s]\nEpoch 0: |          | 1144/? [11:16<00:00,  1.69it/s]\nEpoch 0: |          | 1145/? [11:17<00:00,  1.69it/s]\nEpoch 0: |          | 1145/? [11:17<00:00,  1.69it/s]\nEpoch 0: |          | 1146/? [11:17<00:00,  1.69it/s]\nEpoch 0: |          | 1146/? [11:17<00:00,  1.69it/s]\nEpoch 0: |          | 1147/? [11:18<00:00,  1.69it/s]\nEpoch 0: |          | 1147/? [11:18<00:00,  1.69it/s]\nEpoch 0: |          | 1148/? [11:18<00:00,  1.69it/s]\nEpoch 0: |          | 1148/? [11:18<00:00,  1.69it/s]\nEpoch 0: |          | 1149/? [11:19<00:00,  1.69it/s]\nEpoch 0: |          | 1149/? [11:19<00:00,  1.69it/s]\nEpoch 0: |          | 1150/? [11:19<00:00,  1.69it/s]\nEpoch 0: |          | 1150/? [11:19<00:00,  1.69it/s]\nEpoch 0: |          | 1151/? [11:20<00:00,  1.69it/s]\nEpoch 0: |          | 1151/? [11:20<00:00,  1.69it/s]\nEpoch 0: |          | 1152/? [11:20<00:00,  1.69it/s]\nEpoch 0: |          | 1152/? [11:20<00:00,  1.69it/s]\nEpoch 0: |          | 1153/? [11:21<00:00,  1.69it/s]\nEpoch 0: |          | 1153/? [11:21<00:00,  1.69it/s]\nEpoch 0: |          | 1154/? [11:21<00:00,  1.69it/s]\nEpoch 0: |          | 1154/? [11:21<00:00,  1.69it/s]\nEpoch 0: |          | 1155/? [11:22<00:00,  1.69it/s]\nEpoch 0: |          | 1155/? [11:22<00:00,  1.69it/s]\nEpoch 0: |          | 1156/? [11:22<00:00,  1.69it/s]\nEpoch 0: |          | 1156/? [11:22<00:00,  1.69it/s]\nEpoch 0: |          | 1157/? [11:23<00:00,  1.69it/s]\nEpoch 0: |          | 1157/? [11:23<00:00,  1.69it/s]\nEpoch 0: |          | 1158/? [11:23<00:00,  1.69it/s]\nEpoch 0: |          | 1158/? [11:23<00:00,  1.69it/s]\nEpoch 0: |          | 1159/? [11:24<00:00,  1.69it/s]\nEpoch 0: |          | 1159/? [11:24<00:00,  1.69it/s]\nEpoch 0: |          | 1160/? [11:24<00:00,  1.69it/s]\nEpoch 0: |          | 1160/? [11:24<00:00,  1.69it/s]\nEpoch 0: |          | 1161/? [11:25<00:00,  1.69it/s]\nEpoch 0: |          | 1161/? [11:25<00:00,  1.69it/s]\nEpoch 0: |          | 1162/? [11:25<00:00,  1.69it/s]\nEpoch 0: |          | 1162/? [11:25<00:00,  1.69it/s]\nEpoch 0: |          | 1163/? [11:26<00:00,  1.69it/s]\nEpoch 0: |          | 1163/? [11:26<00:00,  1.69it/s]\nEpoch 0: |          | 1164/? [11:26<00:00,  1.69it/s]\nEpoch 0: |          | 1164/? [11:26<00:00,  1.69it/s]\nEpoch 0: |          | 1165/? [11:27<00:00,  1.69it/s]\nEpoch 0: |          | 1165/? [11:27<00:00,  1.69it/s]\nEpoch 0: |          | 1166/? [11:27<00:00,  1.70it/s]\nEpoch 0: |          | 1166/? [11:27<00:00,  1.70it/s]\nEpoch 0: |          | 1167/? [11:28<00:00,  1.70it/s]\nEpoch 0: |          | 1167/? [11:28<00:00,  1.70it/s]\nEpoch 0: |          | 1168/? [11:28<00:00,  1.70it/s]\nEpoch 0: |          | 1168/? [11:28<00:00,  1.70it/s]\nEpoch 0: |          | 1169/? [11:29<00:00,  1.70it/s]\nEpoch 0: |          | 1169/? [11:29<00:00,  1.70it/s]\nEpoch 0: |          | 1170/? [11:29<00:00,  1.70it/s]\nEpoch 0: |          | 1170/? [11:29<00:00,  1.70it/s]\nEpoch 0: |          | 1171/? [11:30<00:00,  1.70it/s]\nEpoch 0: |          | 1171/? [11:30<00:00,  1.70it/s]\nEpoch 0: |          | 1172/? [11:30<00:00,  1.70it/s]\nEpoch 0: |          | 1172/? [11:30<00:00,  1.70it/s]\nEpoch 0: |          | 1173/? [11:31<00:00,  1.70it/s]\nEpoch 0: |          | 1173/? [11:31<00:00,  1.70it/s]\nEpoch 0: |          | 1174/? [11:31<00:00,  1.70it/s]\nEpoch 0: |          | 1174/? [11:31<00:00,  1.70it/s]\nEpoch 0: |          | 1175/? [11:32<00:00,  1.70it/s]\nEpoch 0: |          | 1175/? [11:32<00:00,  1.70it/s]\nEpoch 0: |          | 1176/? [11:32<00:00,  1.70it/s]\nEpoch 0: |          | 1176/? [11:32<00:00,  1.70it/s]\nEpoch 0: |          | 1177/? [11:33<00:00,  1.70it/s]\nEpoch 0: |          | 1177/? [11:33<00:00,  1.70it/s]\nEpoch 0: |          | 1178/? [11:33<00:00,  1.70it/s]\nEpoch 0: |          | 1178/? [11:33<00:00,  1.70it/s]\nEpoch 0: |          | 1179/? [11:34<00:00,  1.70it/s]\nEpoch 0: |          | 1179/? [11:34<00:00,  1.70it/s]\nEpoch 0: |          | 1180/? [11:34<00:00,  1.70it/s]\nEpoch 0: |          | 1180/? [11:34<00:00,  1.70it/s]\nEpoch 0: |          | 1181/? [11:35<00:00,  1.70it/s]\nEpoch 0: |          | 1181/? [11:35<00:00,  1.70it/s]\nEpoch 0: |          | 1182/? [11:35<00:00,  1.70it/s]\nEpoch 0: |          | 1182/? [11:35<00:00,  1.70it/s]\nEpoch 0: |          | 1183/? [11:36<00:00,  1.70it/s]\nEpoch 0: |          | 1183/? [11:36<00:00,  1.70it/s]\nEpoch 0: |          | 1184/? [11:36<00:00,  1.70it/s]\nEpoch 0: |          | 1184/? [11:36<00:00,  1.70it/s]\nEpoch 0: |          | 1185/? [11:37<00:00,  1.70it/s]\nEpoch 0: |          | 1185/? [11:37<00:00,  1.70it/s]\nEpoch 0: |          | 1186/? [11:37<00:00,  1.70it/s]\nEpoch 0: |          | 1186/? [11:37<00:00,  1.70it/s]\nEpoch 0: |          | 1187/? [11:37<00:00,  1.70it/s]\nEpoch 0: |          | 1187/? [11:37<00:00,  1.70it/s]\nEpoch 0: |          | 1188/? [11:38<00:00,  1.70it/s]\nEpoch 0: |          | 1188/? [11:38<00:00,  1.70it/s]\nEpoch 0: |          | 1189/? [11:38<00:00,  1.70it/s]\nEpoch 0: |          | 1189/? [11:38<00:00,  1.70it/s]\nEpoch 0: |          | 1190/? [11:39<00:00,  1.70it/s]\nEpoch 0: |          | 1190/? [11:39<00:00,  1.70it/s]\nEpoch 0: |          | 1191/? [11:39<00:00,  1.70it/s]\nEpoch 0: |          | 1191/? [11:39<00:00,  1.70it/s]\nEpoch 0: |          | 1192/? [11:40<00:00,  1.70it/s]\nEpoch 0: |          | 1192/? [11:40<00:00,  1.70it/s]\nEpoch 0: |          | 1193/? [11:40<00:00,  1.70it/s]\nEpoch 0: |          | 1193/? [11:40<00:00,  1.70it/s]\nEpoch 0: |          | 1194/? [11:41<00:00,  1.70it/s]\nEpoch 0: |          | 1194/? [11:41<00:00,  1.70it/s]\nEpoch 0: |          | 1195/? [11:41<00:00,  1.70it/s]\nEpoch 0: |          | 1195/? [11:41<00:00,  1.70it/s]\nEpoch 0: |          | 1196/? [11:42<00:00,  1.70it/s]\nEpoch 0: |          | 1196/? [11:42<00:00,  1.70it/s]\nEpoch 0: |          | 1197/? [11:42<00:00,  1.70it/s]\nEpoch 0: |          | 1197/? [11:42<00:00,  1.70it/s]\nEpoch 0: |          | 1198/? [11:43<00:00,  1.70it/s]\nEpoch 0: |          | 1198/? [11:43<00:00,  1.70it/s]\nEpoch 0: |          | 1199/? [11:43<00:00,  1.70it/s]\nEpoch 0: |          | 1199/? [11:43<00:00,  1.70it/s]\nEpoch 0: |          | 1200/? [11:44<00:00,  1.70it/s]\nEpoch 0: |          | 1200/? [11:44<00:00,  1.70it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:01,  2.50it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  2.38it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:01<00:00,  2.40it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  2.34it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 1200/? [11:45<00:00,  1.70it/s]\nEpoch 0: |          | 1201/? [11:46<00:00,  1.70it/s]\nEpoch 0: |          | 1201/? [11:46<00:00,  1.70it/s]\nEpoch 0: |          | 1202/? [11:46<00:00,  1.70it/s]\nEpoch 0: |          | 1202/? [11:46<00:00,  1.70it/s]\nEpoch 0: |          | 1203/? [11:47<00:00,  1.70it/s]\nEpoch 0: |          | 1203/? [11:47<00:00,  1.70it/s]\nEpoch 0: |          | 1204/? [11:47<00:00,  1.70it/s]\nEpoch 0: |          | 1204/? [11:47<00:00,  1.70it/s]\nEpoch 0: |          | 1205/? [11:48<00:00,  1.70it/s]\nEpoch 0: |          | 1205/? [11:48<00:00,  1.70it/s]\nEpoch 0: |          | 1206/? [11:48<00:00,  1.70it/s]\nEpoch 0: |          | 1206/? [11:48<00:00,  1.70it/s]\nEpoch 0: |          | 1207/? [11:49<00:00,  1.70it/s]\nEpoch 0: |          | 1207/? [11:49<00:00,  1.70it/s]\nEpoch 0: |          | 1208/? [11:49<00:00,  1.70it/s]\nEpoch 0: |          | 1208/? [11:49<00:00,  1.70it/s]\nEpoch 0: |          | 1209/? [11:50<00:00,  1.70it/s]\nEpoch 0: |          | 1209/? [11:50<00:00,  1.70it/s]\nEpoch 0: |          | 1210/? [11:50<00:00,  1.70it/s]\nEpoch 0: |          | 1210/? [11:50<00:00,  1.70it/s]\nEpoch 0: |          | 1211/? [11:51<00:00,  1.70it/s]\nEpoch 0: |          | 1211/? [11:51<00:00,  1.70it/s]\nEpoch 0: |          | 1212/? [11:51<00:00,  1.70it/s]\nEpoch 0: |          | 1212/? [11:51<00:00,  1.70it/s]\nEpoch 0: |          | 1213/? [11:52<00:00,  1.70it/s]\nEpoch 0: |          | 1213/? [11:52<00:00,  1.70it/s]\nEpoch 0: |          | 1214/? [11:52<00:00,  1.70it/s]\nEpoch 0: |          | 1214/? [11:52<00:00,  1.70it/s]\nEpoch 0: |          | 1215/? [11:53<00:00,  1.70it/s]\nEpoch 0: |          | 1215/? [11:53<00:00,  1.70it/s]\nEpoch 0: |          | 1216/? [11:53<00:00,  1.70it/s]\nEpoch 0: |          | 1216/? [11:53<00:00,  1.70it/s]\nEpoch 0: |          | 1217/? [11:54<00:00,  1.70it/s]\nEpoch 0: |          | 1217/? [11:54<00:00,  1.70it/s]\nEpoch 0: |          | 1218/? [11:54<00:00,  1.70it/s]\nEpoch 0: |          | 1218/? [11:54<00:00,  1.70it/s]\nEpoch 0: |          | 1219/? [11:55<00:00,  1.70it/s]\nEpoch 0: |          | 1219/? [11:55<00:00,  1.70it/s]\nEpoch 0: |          | 1220/? [11:55<00:00,  1.71it/s]\nEpoch 0: |          | 1220/? [11:55<00:00,  1.71it/s]\nEpoch 0: |          | 1221/? [11:56<00:00,  1.71it/s]\nEpoch 0: |          | 1221/? [11:56<00:00,  1.71it/s]\nEpoch 0: |          | 1222/? [11:56<00:00,  1.71it/s]\nEpoch 0: |          | 1222/? [11:56<00:00,  1.71it/s]\nEpoch 0: |          | 1223/? [11:56<00:00,  1.71it/s]\nEpoch 0: |          | 1223/? [11:56<00:00,  1.71it/s]\nEpoch 0: |          | 1224/? [11:57<00:00,  1.71it/s]\nEpoch 0: |          | 1224/? [11:57<00:00,  1.71it/s]\nEpoch 0: |          | 1225/? [11:57<00:00,  1.71it/s]\nEpoch 0: |          | 1225/? [11:57<00:00,  1.71it/s]\nEpoch 0: |          | 1226/? [11:58<00:00,  1.71it/s]\nEpoch 0: |          | 1226/? [11:58<00:00,  1.71it/s]\nEpoch 0: |          | 1227/? [11:58<00:00,  1.71it/s]\nEpoch 0: |          | 1227/? [11:58<00:00,  1.71it/s]\nEpoch 0: |          | 1228/? [11:59<00:00,  1.71it/s]\nEpoch 0: |          | 1228/? [11:59<00:00,  1.71it/s]\nEpoch 0: |          | 1229/? [11:59<00:00,  1.71it/s]\nEpoch 0: |          | 1229/? [11:59<00:00,  1.71it/s]\nEpoch 0: |          | 1230/? [12:00<00:00,  1.71it/s]\nEpoch 0: |          | 1230/? [12:00<00:00,  1.71it/s]\nEpoch 0: |          | 1231/? [12:00<00:00,  1.71it/s]\nEpoch 0: |          | 1231/? [12:00<00:00,  1.71it/s]\nEpoch 0: |          | 1232/? [12:01<00:00,  1.71it/s]\nEpoch 0: |          | 1232/? [12:01<00:00,  1.71it/s]\nEpoch 0: |          | 1233/? [12:01<00:00,  1.71it/s]\nEpoch 0: |          | 1233/? [12:01<00:00,  1.71it/s]\nEpoch 0: |          | 1234/? [12:02<00:00,  1.71it/s]\nEpoch 0: |          | 1234/? [12:02<00:00,  1.71it/s]\nEpoch 0: |          | 1235/? [12:02<00:00,  1.71it/s]\nEpoch 0: |          | 1235/? [12:02<00:00,  1.71it/s]\nEpoch 0: |          | 1236/? [12:03<00:00,  1.71it/s]\nEpoch 0: |          | 1236/? [12:03<00:00,  1.71it/s]\nEpoch 0: |          | 1237/? [12:03<00:00,  1.71it/s]\nEpoch 0: |          | 1237/? [12:03<00:00,  1.71it/s]\nEpoch 0: |          | 1238/? [12:04<00:00,  1.71it/s]\nEpoch 0: |          | 1238/? [12:04<00:00,  1.71it/s]\nEpoch 0: |          | 1239/? [12:04<00:00,  1.71it/s]\nEpoch 0: |          | 1239/? [12:04<00:00,  1.71it/s]\nEpoch 0: |          | 1240/? [12:05<00:00,  1.71it/s]\nEpoch 0: |          | 1240/? [12:05<00:00,  1.71it/s]\nEpoch 0: |          | 1241/? [12:05<00:00,  1.71it/s]\nEpoch 0: |          | 1241/? [12:05<00:00,  1.71it/s]\nEpoch 0: |          | 1242/? [12:06<00:00,  1.71it/s]\nEpoch 0: |          | 1242/? [12:06<00:00,  1.71it/s]\nEpoch 0: |          | 1243/? [12:06<00:00,  1.71it/s]\nEpoch 0: |          | 1243/? [12:06<00:00,  1.71it/s]\nEpoch 0: |          | 1244/? [12:07<00:00,  1.71it/s]\nEpoch 0: |          | 1244/? [12:07<00:00,  1.71it/s]\nEpoch 0: |          | 1245/? [12:07<00:00,  1.71it/s]\nEpoch 0: |          | 1245/? [12:07<00:00,  1.71it/s]\nEpoch 0: |          | 1246/? [12:08<00:00,  1.71it/s]\nEpoch 0: |          | 1246/? [12:08<00:00,  1.71it/s]\nEpoch 0: |          | 1247/? [12:08<00:00,  1.71it/s]\nEpoch 0: |          | 1247/? [12:08<00:00,  1.71it/s]\nEpoch 0: |          | 1248/? [12:08<00:00,  1.71it/s]\nEpoch 0: |          | 1248/? [12:08<00:00,  1.71it/s]\nEpoch 0: |          | 1249/? [12:09<00:00,  1.71it/s]\nEpoch 0: |          | 1249/? [12:09<00:00,  1.71it/s]\nEpoch 0: |          | 1250/? [12:09<00:00,  1.71it/s]\nEpoch 0: |          | 1250/? [12:09<00:00,  1.71it/s]\nEpoch 0: |          | 1251/? [12:10<00:00,  1.71it/s]\nEpoch 0: |          | 1251/? [12:10<00:00,  1.71it/s]\nEpoch 0: |          | 1252/? [12:10<00:00,  1.71it/s]\nEpoch 0: |          | 1252/? [12:10<00:00,  1.71it/s]\nEpoch 0: |          | 1253/? [12:11<00:00,  1.71it/s]\nEpoch 0: |          | 1253/? [12:11<00:00,  1.71it/s]\nEpoch 0: |          | 1254/? [12:11<00:00,  1.71it/s]\nEpoch 0: |          | 1254/? [12:11<00:00,  1.71it/s]\nEpoch 0: |          | 1255/? [12:12<00:00,  1.71it/s]\nEpoch 0: |          | 1255/? [12:12<00:00,  1.71it/s]\nEpoch 0: |          | 1256/? [12:12<00:00,  1.71it/s]\nEpoch 0: |          | 1256/? [12:12<00:00,  1.71it/s]\nEpoch 0: |          | 1257/? [12:13<00:00,  1.71it/s]\nEpoch 0: |          | 1257/? [12:13<00:00,  1.71it/s]\nEpoch 0: |          | 1258/? [12:13<00:00,  1.71it/s]\nEpoch 0: |          | 1258/? [12:13<00:00,  1.71it/s]\nEpoch 0: |          | 1259/? [12:14<00:00,  1.71it/s]\nEpoch 0: |          | 1259/? [12:14<00:00,  1.71it/s]\nEpoch 0: |          | 1260/? [12:14<00:00,  1.71it/s]\nEpoch 0: |          | 1260/? [12:14<00:00,  1.71it/s]\nEpoch 0: |          | 1261/? [12:15<00:00,  1.72it/s]\nEpoch 0: |          | 1261/? [12:15<00:00,  1.72it/s]\nEpoch 0: |          | 1262/? [12:15<00:00,  1.72it/s]\nEpoch 0: |          | 1262/? [12:15<00:00,  1.72it/s]\nEpoch 0: |          | 1263/? [12:16<00:00,  1.72it/s]\nEpoch 0: |          | 1263/? [12:16<00:00,  1.72it/s]\nEpoch 0: |          | 1264/? [12:16<00:00,  1.72it/s]\nEpoch 0: |          | 1264/? [12:16<00:00,  1.72it/s]\nEpoch 0: |          | 1265/? [12:17<00:00,  1.72it/s]\nEpoch 0: |          | 1265/? [12:17<00:00,  1.72it/s]\nEpoch 0: |          | 1266/? [12:17<00:00,  1.72it/s]\nEpoch 0: |          | 1266/? [12:17<00:00,  1.72it/s]\nEpoch 0: |          | 1267/? [12:18<00:00,  1.72it/s]\nEpoch 0: |          | 1267/? [12:18<00:00,  1.72it/s]\nEpoch 0: |          | 1268/? [12:18<00:00,  1.72it/s]\nEpoch 0: |          | 1268/? [12:18<00:00,  1.72it/s]\nEpoch 0: |          | 1269/? [12:19<00:00,  1.72it/s]\nEpoch 0: |          | 1269/? [12:19<00:00,  1.72it/s]\nEpoch 0: |          | 1270/? [12:19<00:00,  1.72it/s]\nEpoch 0: |          | 1270/? [12:19<00:00,  1.72it/s]\nEpoch 0: |          | 1271/? [12:20<00:00,  1.72it/s]\nEpoch 0: |          | 1271/? [12:20<00:00,  1.72it/s]\nEpoch 0: |          | 1272/? [12:20<00:00,  1.72it/s]\nEpoch 0: |          | 1272/? [12:20<00:00,  1.72it/s]\nEpoch 0: |          | 1273/? [12:21<00:00,  1.72it/s]\nEpoch 0: |          | 1273/? [12:21<00:00,  1.72it/s]\nEpoch 0: |          | 1274/? [12:21<00:00,  1.72it/s]\nEpoch 0: |          | 1274/? [12:21<00:00,  1.72it/s]\nEpoch 0: |          | 1275/? [12:22<00:00,  1.72it/s]\nEpoch 0: |          | 1275/? [12:22<00:00,  1.72it/s]\nEpoch 0: |          | 1276/? [12:22<00:00,  1.72it/s]\nEpoch 0: |          | 1276/? [12:22<00:00,  1.72it/s]\nEpoch 0: |          | 1277/? [12:23<00:00,  1.72it/s]\nEpoch 0: |          | 1277/? [12:23<00:00,  1.72it/s]\nEpoch 0: |          | 1278/? [12:23<00:00,  1.72it/s]\nEpoch 0: |          | 1278/? [12:23<00:00,  1.72it/s]\nEpoch 0: |          | 1279/? [12:24<00:00,  1.72it/s]\nEpoch 0: |          | 1279/? [12:24<00:00,  1.72it/s]\nEpoch 0: |          | 1280/? [12:24<00:00,  1.72it/s]\nEpoch 0: |          | 1280/? [12:24<00:00,  1.72it/s]\nEpoch 0: |          | 1281/? [12:25<00:00,  1.72it/s]\nEpoch 0: |          | 1281/? [12:25<00:00,  1.72it/s]\nEpoch 0: |          | 1282/? [12:25<00:00,  1.72it/s]\nEpoch 0: |          | 1282/? [12:25<00:00,  1.72it/s]\nEpoch 0: |          | 1283/? [12:26<00:00,  1.72it/s]\nEpoch 0: |          | 1283/? [12:26<00:00,  1.72it/s]\nEpoch 0: |          | 1284/? [12:26<00:00,  1.72it/s]\nEpoch 0: |          | 1284/? [12:26<00:00,  1.72it/s]\nEpoch 0: |          | 1285/? [12:27<00:00,  1.72it/s]\nEpoch 0: |          | 1285/? [12:27<00:00,  1.72it/s]\nEpoch 0: |          | 1286/? [12:27<00:00,  1.72it/s]\nEpoch 0: |          | 1286/? [12:27<00:00,  1.72it/s]\nEpoch 0: |          | 1287/? [12:28<00:00,  1.72it/s]\nEpoch 0: |          | 1287/? [12:28<00:00,  1.72it/s]\nEpoch 0: |          | 1288/? [12:28<00:00,  1.72it/s]\nEpoch 0: |          | 1288/? [12:28<00:00,  1.72it/s]\nEpoch 0: |          | 1289/? [12:29<00:00,  1.72it/s]\nEpoch 0: |          | 1289/? [12:29<00:00,  1.72it/s]\nEpoch 0: |          | 1290/? [12:29<00:00,  1.72it/s]\nEpoch 0: |          | 1290/? [12:29<00:00,  1.72it/s]\nEpoch 0: |          | 1291/? [12:30<00:00,  1.72it/s]\nEpoch 0: |          | 1291/? [12:30<00:00,  1.72it/s]\nEpoch 0: |          | 1292/? [12:30<00:00,  1.72it/s]\nEpoch 0: |          | 1292/? [12:30<00:00,  1.72it/s]\nEpoch 0: |          | 1293/? [12:31<00:00,  1.72it/s]\nEpoch 0: |          | 1293/? [12:31<00:00,  1.72it/s]\nEpoch 0: |          | 1294/? [12:31<00:00,  1.72it/s]\nEpoch 0: |          | 1294/? [12:31<00:00,  1.72it/s]\nEpoch 0: |          | 1295/? [12:32<00:00,  1.72it/s]\nEpoch 0: |          | 1295/? [12:32<00:00,  1.72it/s]\nEpoch 0: |          | 1296/? [12:32<00:00,  1.72it/s]\nEpoch 0: |          | 1296/? [12:32<00:00,  1.72it/s]\nEpoch 0: |          | 1297/? [12:33<00:00,  1.72it/s]\nEpoch 0: |          | 1297/? [12:33<00:00,  1.72it/s]\nEpoch 0: |          | 1298/? [12:33<00:00,  1.72it/s]\nEpoch 0: |          | 1298/? [12:33<00:00,  1.72it/s]\nEpoch 0: |          | 1299/? [12:34<00:00,  1.72it/s]\nEpoch 0: |          | 1299/? [12:34<00:00,  1.72it/s]\nEpoch 0: |          | 1300/? [12:34<00:00,  1.72it/s]\nEpoch 0: |          | 1300/? [12:34<00:00,  1.72it/s]\nEpoch 0: |          | 1301/? [12:35<00:00,  1.72it/s]\nEpoch 0: |          | 1301/? [12:35<00:00,  1.72it/s]\nEpoch 0: |          | 1302/? [12:35<00:00,  1.72it/s]\nEpoch 0: |          | 1302/? [12:35<00:00,  1.72it/s]\nEpoch 0: |          | 1303/? [12:36<00:00,  1.72it/s]\nEpoch 0: |          | 1303/? [12:36<00:00,  1.72it/s]\nEpoch 0: |          | 1304/? [12:36<00:00,  1.72it/s]\nEpoch 0: |          | 1304/? [12:36<00:00,  1.72it/s]\nEpoch 0: |          | 1305/? [12:37<00:00,  1.72it/s]\nEpoch 0: |          | 1305/? [12:37<00:00,  1.72it/s]\nEpoch 0: |          | 1306/? [12:37<00:00,  1.72it/s]\nEpoch 0: |          | 1306/? [12:37<00:00,  1.72it/s]\nEpoch 0: |          | 1307/? [12:38<00:00,  1.72it/s]\nEpoch 0: |          | 1307/? [12:38<00:00,  1.72it/s]\nEpoch 0: |          | 1308/? [12:38<00:00,  1.72it/s]\nEpoch 0: |          | 1308/? [12:38<00:00,  1.72it/s]\nEpoch 0: |          | 1309/? [12:39<00:00,  1.72it/s]\nEpoch 0: |          | 1309/? [12:39<00:00,  1.72it/s]\nEpoch 0: |          | 1310/? [12:39<00:00,  1.72it/s]\nEpoch 0: |          | 1310/? [12:39<00:00,  1.72it/s]\nEpoch 0: |          | 1311/? [12:40<00:00,  1.72it/s]\nEpoch 0: |          | 1311/? [12:40<00:00,  1.72it/s]\nEpoch 0: |          | 1312/? [12:40<00:00,  1.73it/s]\nEpoch 0: |          | 1312/? [12:40<00:00,  1.73it/s]\nEpoch 0: |          | 1313/? [12:40<00:00,  1.73it/s]\nEpoch 0: |          | 1313/? [12:40<00:00,  1.73it/s]\nEpoch 0: |          | 1314/? [12:41<00:00,  1.73it/s]\nEpoch 0: |          | 1314/? [12:41<00:00,  1.73it/s]\nEpoch 0: |          | 1315/? [12:41<00:00,  1.73it/s]\nEpoch 0: |          | 1315/? [12:41<00:00,  1.73it/s]\nEpoch 0: |          | 1316/? [12:42<00:00,  1.73it/s]\nEpoch 0: |          | 1316/? [12:42<00:00,  1.73it/s]\nEpoch 0: |          | 1317/? [12:42<00:00,  1.73it/s]\nEpoch 0: |          | 1317/? [12:42<00:00,  1.73it/s]\nEpoch 0: |          | 1318/? [12:43<00:00,  1.73it/s]\nEpoch 0: |          | 1318/? [12:43<00:00,  1.73it/s]\nEpoch 0: |          | 1319/? [12:43<00:00,  1.73it/s]\nEpoch 0: |          | 1319/? [12:43<00:00,  1.73it/s]\nEpoch 0: |          | 1320/? [12:44<00:00,  1.73it/s]\nEpoch 0: |          | 1320/? [12:44<00:00,  1.73it/s]\nEpoch 0: |          | 1321/? [12:44<00:00,  1.73it/s]\nEpoch 0: |          | 1321/? [12:44<00:00,  1.73it/s]\nEpoch 0: |          | 1322/? [12:45<00:00,  1.73it/s]\nEpoch 0: |          | 1322/? [12:45<00:00,  1.73it/s]\nEpoch 0: |          | 1323/? [12:45<00:00,  1.73it/s]\nEpoch 0: |          | 1323/? [12:45<00:00,  1.73it/s]\nEpoch 0: |          | 1324/? [12:46<00:00,  1.73it/s]\nEpoch 0: |          | 1324/? [12:46<00:00,  1.73it/s]\nEpoch 0: |          | 1325/? [12:46<00:00,  1.73it/s]\nEpoch 0: |          | 1325/? [12:46<00:00,  1.73it/s]\nEpoch 0: |          | 1326/? [12:47<00:00,  1.73it/s]\nEpoch 0: |          | 1326/? [12:47<00:00,  1.73it/s]\nEpoch 0: |          | 1327/? [12:47<00:00,  1.73it/s]\nEpoch 0: |          | 1327/? [12:47<00:00,  1.73it/s]\nEpoch 0: |          | 1328/? [12:48<00:00,  1.73it/s]\nEpoch 0: |          | 1328/? [12:48<00:00,  1.73it/s]\nEpoch 0: |          | 1329/? [12:48<00:00,  1.73it/s]\nEpoch 0: |          | 1329/? [12:48<00:00,  1.73it/s]\nEpoch 0: |          | 1330/? [12:49<00:00,  1.73it/s]\nEpoch 0: |          | 1330/? [12:49<00:00,  1.73it/s]\nEpoch 0: |          | 1331/? [12:49<00:00,  1.73it/s]\nEpoch 0: |          | 1331/? [12:49<00:00,  1.73it/s]\nEpoch 0: |          | 1332/? [12:50<00:00,  1.73it/s]\nEpoch 0: |          | 1332/? [12:50<00:00,  1.73it/s]\nEpoch 0: |          | 1333/? [12:50<00:00,  1.73it/s]\nEpoch 0: |          | 1333/? [12:50<00:00,  1.73it/s]\nEpoch 0: |          | 1334/? [12:51<00:00,  1.73it/s]\nEpoch 0: |          | 1334/? [12:51<00:00,  1.73it/s]\nEpoch 0: |          | 1335/? [12:51<00:00,  1.73it/s]\nEpoch 0: |          | 1335/? [12:51<00:00,  1.73it/s]\nEpoch 0: |          | 1336/? [12:52<00:00,  1.73it/s]\nEpoch 0: |          | 1336/? [12:52<00:00,  1.73it/s]\nEpoch 0: |          | 1337/? [12:52<00:00,  1.73it/s]\nEpoch 0: |          | 1337/? [12:52<00:00,  1.73it/s]\nEpoch 0: |          | 1338/? [12:53<00:00,  1.73it/s]\nEpoch 0: |          | 1338/? [12:53<00:00,  1.73it/s]\nEpoch 0: |          | 1339/? [12:53<00:00,  1.73it/s]\nEpoch 0: |          | 1339/? [12:53<00:00,  1.73it/s]\nEpoch 0: |          | 1340/? [12:54<00:00,  1.73it/s]\nEpoch 0: |          | 1340/? [12:54<00:00,  1.73it/s]\nEpoch 0: |          | 1341/? [12:54<00:00,  1.73it/s]\nEpoch 0: |          | 1341/? [12:54<00:00,  1.73it/s]\nEpoch 0: |          | 1342/? [12:54<00:00,  1.73it/s]\nEpoch 0: |          | 1342/? [12:54<00:00,  1.73it/s]\nEpoch 0: |          | 1343/? [12:55<00:00,  1.73it/s]\nEpoch 0: |          | 1343/? [12:55<00:00,  1.73it/s]\nEpoch 0: |          | 1344/? [12:55<00:00,  1.73it/s]\nEpoch 0: |          | 1344/? [12:55<00:00,  1.73it/s]\nEpoch 0: |          | 1345/? [12:56<00:00,  1.73it/s]\nEpoch 0: |          | 1345/? [12:56<00:00,  1.73it/s]\nEpoch 0: |          | 1346/? [12:56<00:00,  1.73it/s]\nEpoch 0: |          | 1346/? [12:56<00:00,  1.73it/s]\nEpoch 0: |          | 1347/? [12:57<00:00,  1.73it/s]\nEpoch 0: |          | 1347/? [12:57<00:00,  1.73it/s]\nEpoch 0: |          | 1348/? [12:57<00:00,  1.73it/s]\nEpoch 0: |          | 1348/? [12:57<00:00,  1.73it/s]\nEpoch 0: |          | 1349/? [12:58<00:00,  1.73it/s]\nEpoch 0: |          | 1349/? [12:58<00:00,  1.73it/s]\nEpoch 0: |          | 1350/? [12:58<00:00,  1.73it/s]\nEpoch 0: |          | 1350/? [12:58<00:00,  1.73it/s]\nEpoch 0: |          | 1351/? [12:59<00:00,  1.73it/s]\nEpoch 0: |          | 1351/? [12:59<00:00,  1.73it/s]\nEpoch 0: |          | 1352/? [12:59<00:00,  1.73it/s]\nEpoch 0: |          | 1352/? [12:59<00:00,  1.73it/s]\nEpoch 0: |          | 1353/? [13:00<00:00,  1.73it/s]\nEpoch 0: |          | 1353/? [13:00<00:00,  1.73it/s]\nEpoch 0: |          | 1354/? [13:00<00:00,  1.73it/s]\nEpoch 0: |          | 1354/? [13:00<00:00,  1.73it/s]\nEpoch 0: |          | 1355/? [13:01<00:00,  1.73it/s]\nEpoch 0: |          | 1355/? [13:01<00:00,  1.73it/s]\nEpoch 0: |          | 1356/? [13:01<00:00,  1.74it/s]\nEpoch 0: |          | 1356/? [13:01<00:00,  1.74it/s]\nEpoch 0: |          | 1357/? [13:01<00:00,  1.74it/s]\nEpoch 0: |          | 1357/? [13:01<00:00,  1.74it/s]\nEpoch 0: |          | 1358/? [13:02<00:00,  1.74it/s]\nEpoch 0: |          | 1358/? [13:02<00:00,  1.74it/s]\nEpoch 0: |          | 1359/? [13:02<00:00,  1.74it/s]\nEpoch 0: |          | 1359/? [13:02<00:00,  1.74it/s]\nEpoch 0: |          | 1360/? [13:03<00:00,  1.74it/s]\nEpoch 0: |          | 1360/? [13:03<00:00,  1.74it/s]\nEpoch 0: |          | 1361/? [13:03<00:00,  1.74it/s]\nEpoch 0: |          | 1361/? [13:03<00:00,  1.74it/s]\nEpoch 0: |          | 1362/? [13:04<00:00,  1.74it/s]\nEpoch 0: |          | 1362/? [13:04<00:00,  1.74it/s]\nEpoch 0: |          | 1363/? [13:04<00:00,  1.74it/s]\nEpoch 0: |          | 1363/? [13:04<00:00,  1.74it/s]\nEpoch 0: |          | 1364/? [13:05<00:00,  1.74it/s]\nEpoch 0: |          | 1364/? [13:05<00:00,  1.74it/s]\nEpoch 0: |          | 1365/? [13:05<00:00,  1.74it/s]\nEpoch 0: |          | 1365/? [13:05<00:00,  1.74it/s]\nEpoch 0: |          | 1366/? [13:06<00:00,  1.74it/s]\nEpoch 0: |          | 1366/? [13:06<00:00,  1.74it/s]\nEpoch 0: |          | 1367/? [13:06<00:00,  1.74it/s]\nEpoch 0: |          | 1367/? [13:06<00:00,  1.74it/s]\nEpoch 0: |          | 1368/? [13:07<00:00,  1.74it/s]\nEpoch 0: |          | 1368/? [13:07<00:00,  1.74it/s]\nEpoch 0: |          | 1369/? [13:07<00:00,  1.74it/s]\nEpoch 0: |          | 1369/? [13:07<00:00,  1.74it/s]\nEpoch 0: |          | 1370/? [13:08<00:00,  1.74it/s]\nEpoch 0: |          | 1370/? [13:08<00:00,  1.74it/s]\nEpoch 0: |          | 1371/? [13:08<00:00,  1.74it/s]\nEpoch 0: |          | 1371/? [13:08<00:00,  1.74it/s]\nEpoch 0: |          | 1372/? [13:09<00:00,  1.74it/s]\nEpoch 0: |          | 1372/? [13:09<00:00,  1.74it/s]\nEpoch 0: |          | 1373/? [13:09<00:00,  1.74it/s]\nEpoch 0: |          | 1373/? [13:09<00:00,  1.74it/s]\nEpoch 0: |          | 1374/? [13:09<00:00,  1.74it/s]\nEpoch 0: |          | 1374/? [13:09<00:00,  1.74it/s]\nEpoch 0: |          | 1375/? [13:10<00:00,  1.74it/s]\nEpoch 0: |          | 1375/? [13:10<00:00,  1.74it/s]\nEpoch 0: |          | 1376/? [13:10<00:00,  1.74it/s]\nEpoch 0: |          | 1376/? [13:10<00:00,  1.74it/s]\nEpoch 0: |          | 1377/? [13:11<00:00,  1.74it/s]\nEpoch 0: |          | 1377/? [13:11<00:00,  1.74it/s]\nEpoch 0: |          | 1378/? [13:11<00:00,  1.74it/s]\nEpoch 0: |          | 1378/? [13:11<00:00,  1.74it/s]\nEpoch 0: |          | 1379/? [13:12<00:00,  1.74it/s]\nEpoch 0: |          | 1379/? [13:12<00:00,  1.74it/s]\nEpoch 0: |          | 1380/? [13:12<00:00,  1.74it/s]\nEpoch 0: |          | 1380/? [13:12<00:00,  1.74it/s]\nEpoch 0: |          | 1381/? [13:13<00:00,  1.74it/s]\nEpoch 0: |          | 1381/? [13:13<00:00,  1.74it/s]\nEpoch 0: |          | 1382/? [13:13<00:00,  1.74it/s]\nEpoch 0: |          | 1382/? [13:13<00:00,  1.74it/s]\nEpoch 0: |          | 1383/? [13:14<00:00,  1.74it/s]\nEpoch 0: |          | 1383/? [13:14<00:00,  1.74it/s]\nEpoch 0: |          | 1384/? [13:14<00:00,  1.74it/s]\nEpoch 0: |          | 1384/? [13:14<00:00,  1.74it/s]\nEpoch 0: |          | 1385/? [13:15<00:00,  1.74it/s]\nEpoch 0: |          | 1385/? [13:15<00:00,  1.74it/s]\nEpoch 0: |          | 1386/? [13:15<00:00,  1.74it/s]\nEpoch 0: |          | 1386/? [13:15<00:00,  1.74it/s]\nEpoch 0: |          | 1387/? [13:16<00:00,  1.74it/s]\nEpoch 0: |          | 1387/? [13:16<00:00,  1.74it/s]\nEpoch 0: |          | 1388/? [13:16<00:00,  1.74it/s]\nEpoch 0: |          | 1388/? [13:16<00:00,  1.74it/s]\nEpoch 0: |          | 1389/? [13:17<00:00,  1.74it/s]\nEpoch 0: |          | 1389/? [13:17<00:00,  1.74it/s]\nEpoch 0: |          | 1390/? [13:17<00:00,  1.74it/s]\nEpoch 0: |          | 1390/? [13:17<00:00,  1.74it/s]\nEpoch 0: |          | 1391/? [13:18<00:00,  1.74it/s]\nEpoch 0: |          | 1391/? [13:18<00:00,  1.74it/s]\nEpoch 0: |          | 1392/? [13:18<00:00,  1.74it/s]\nEpoch 0: |          | 1392/? [13:18<00:00,  1.74it/s]\nEpoch 0: |          | 1393/? [13:19<00:00,  1.74it/s]\nEpoch 0: |          | 1393/? [13:19<00:00,  1.74it/s]\nEpoch 0: |          | 1394/? [13:19<00:00,  1.74it/s]\nEpoch 0: |          | 1394/? [13:19<00:00,  1.74it/s]\nEpoch 0: |          | 1395/? [13:20<00:00,  1.74it/s]\nEpoch 0: |          | 1395/? [13:20<00:00,  1.74it/s]\nEpoch 0: |          | 1396/? [13:20<00:00,  1.74it/s]\nEpoch 0: |          | 1396/? [13:20<00:00,  1.74it/s]\nEpoch 0: |          | 1397/? [13:20<00:00,  1.74it/s]\nEpoch 0: |          | 1397/? [13:20<00:00,  1.74it/s]\nEpoch 0: |          | 1398/? [13:21<00:00,  1.74it/s]\nEpoch 0: |          | 1398/? [13:21<00:00,  1.74it/s]\nEpoch 0: |          | 1399/? [13:21<00:00,  1.74it/s]\nEpoch 0: |          | 1399/? [13:21<00:00,  1.74it/s]\nEpoch 0: |          | 1400/? [13:22<00:00,  1.74it/s]\nEpoch 0: |          | 1400/? [13:22<00:00,  1.74it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:01,  2.61it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  2.44it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:01<00:00,  2.47it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  2.41it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 1400/? [13:24<00:00,  1.74it/s]\nEpoch 0: |          | 1401/? [13:24<00:00,  1.74it/s]\nEpoch 0: |          | 1401/? [13:24<00:00,  1.74it/s]\nEpoch 0: |          | 1402/? [13:25<00:00,  1.74it/s]\nEpoch 0: |          | 1402/? [13:25<00:00,  1.74it/s]\nEpoch 0: |          | 1403/? [13:25<00:00,  1.74it/s]\nEpoch 0: |          | 1403/? [13:25<00:00,  1.74it/s]\nEpoch 0: |          | 1404/? [13:26<00:00,  1.74it/s]\nEpoch 0: |          | 1404/? [13:26<00:00,  1.74it/s]\nEpoch 0: |          | 1405/? [13:26<00:00,  1.74it/s]\nEpoch 0: |          | 1405/? [13:26<00:00,  1.74it/s]\nEpoch 0: |          | 1406/? [13:26<00:00,  1.74it/s]\nEpoch 0: |          | 1406/? [13:26<00:00,  1.74it/s]\nEpoch 0: |          | 1407/? [13:27<00:00,  1.74it/s]\nEpoch 0: |          | 1407/? [13:27<00:00,  1.74it/s]\nEpoch 0: |          | 1408/? [13:27<00:00,  1.74it/s]\nEpoch 0: |          | 1408/? [13:27<00:00,  1.74it/s]\nEpoch 0: |          | 1409/? [13:28<00:00,  1.74it/s]\nEpoch 0: |          | 1409/? [13:28<00:00,  1.74it/s]\nEpoch 0: |          | 1410/? [13:28<00:00,  1.74it/s]\nEpoch 0: |          | 1410/? [13:28<00:00,  1.74it/s]\nEpoch 0: |          | 1411/? [13:29<00:00,  1.74it/s]\nEpoch 0: |          | 1411/? [13:29<00:00,  1.74it/s]\nEpoch 0: |          | 1412/? [13:29<00:00,  1.74it/s]\nEpoch 0: |          | 1412/? [13:29<00:00,  1.74it/s]\nEpoch 0: |          | 1413/? [13:30<00:00,  1.74it/s]\nEpoch 0: |          | 1413/? [13:30<00:00,  1.74it/s]\nEpoch 0: |          | 1414/? [13:30<00:00,  1.74it/s]\nEpoch 0: |          | 1414/? [13:30<00:00,  1.74it/s]\nEpoch 0: |          | 1415/? [13:31<00:00,  1.74it/s]\nEpoch 0: |          | 1415/? [13:31<00:00,  1.74it/s]\nEpoch 0: |          | 1416/? [13:31<00:00,  1.74it/s]\nEpoch 0: |          | 1416/? [13:31<00:00,  1.74it/s]\nEpoch 0: |          | 1417/? [13:32<00:00,  1.74it/s]\nEpoch 0: |          | 1417/? [13:32<00:00,  1.74it/s]\nEpoch 0: |          | 1418/? [13:32<00:00,  1.74it/s]\nEpoch 0: |          | 1418/? [13:32<00:00,  1.74it/s]\nEpoch 0: |          | 1419/? [13:33<00:00,  1.75it/s]\nEpoch 0: |          | 1419/? [13:33<00:00,  1.75it/s]\nEpoch 0: |          | 1420/? [13:33<00:00,  1.75it/s]\nEpoch 0: |          | 1420/? [13:33<00:00,  1.75it/s]\nEpoch 0: |          | 1421/? [13:34<00:00,  1.75it/s]\nEpoch 0: |          | 1421/? [13:34<00:00,  1.75it/s]\nEpoch 0: |          | 1422/? [13:34<00:00,  1.75it/s]\nEpoch 0: |          | 1422/? [13:34<00:00,  1.75it/s]\nEpoch 0: |          | 1423/? [13:35<00:00,  1.75it/s]\nEpoch 0: |          | 1423/? [13:35<00:00,  1.75it/s]\nEpoch 0: |          | 1424/? [13:35<00:00,  1.75it/s]\nEpoch 0: |          | 1424/? [13:35<00:00,  1.75it/s]\nEpoch 0: |          | 1425/? [13:36<00:00,  1.75it/s]\nEpoch 0: |          | 1425/? [13:36<00:00,  1.75it/s]\nEpoch 0: |          | 1426/? [13:36<00:00,  1.75it/s]\nEpoch 0: |          | 1426/? [13:36<00:00,  1.75it/s]\nEpoch 0: |          | 1427/? [13:37<00:00,  1.75it/s]\nEpoch 0: |          | 1427/? [13:37<00:00,  1.75it/s]\nEpoch 0: |          | 1428/? [13:37<00:00,  1.75it/s]\nEpoch 0: |          | 1428/? [13:37<00:00,  1.75it/s]\nEpoch 0: |          | 1429/? [13:37<00:00,  1.75it/s]\nEpoch 0: |          | 1429/? [13:37<00:00,  1.75it/s]\nEpoch 0: |          | 1430/? [13:38<00:00,  1.75it/s]\nEpoch 0: |          | 1430/? [13:38<00:00,  1.75it/s]\nEpoch 0: |          | 1431/? [13:38<00:00,  1.75it/s]\nEpoch 0: |          | 1431/? [13:38<00:00,  1.75it/s]\nEpoch 0: |          | 1432/? [13:39<00:00,  1.75it/s]\nEpoch 0: |          | 1432/? [13:39<00:00,  1.75it/s]\nEpoch 0: |          | 1433/? [13:39<00:00,  1.75it/s]\nEpoch 0: |          | 1433/? [13:39<00:00,  1.75it/s]\nEpoch 0: |          | 1434/? [13:40<00:00,  1.75it/s]\nEpoch 0: |          | 1434/? [13:40<00:00,  1.75it/s]\nEpoch 0: |          | 1435/? [13:40<00:00,  1.75it/s]\nEpoch 0: |          | 1435/? [13:40<00:00,  1.75it/s]\nEpoch 0: |          | 1436/? [13:41<00:00,  1.75it/s]\nEpoch 0: |          | 1436/? [13:41<00:00,  1.75it/s]\nEpoch 0: |          | 1437/? [13:41<00:00,  1.75it/s]\nEpoch 0: |          | 1437/? [13:41<00:00,  1.75it/s]\nEpoch 0: |          | 1438/? [13:42<00:00,  1.75it/s]\nEpoch 0: |          | 1438/? [13:42<00:00,  1.75it/s]\nEpoch 0: |          | 1439/? [13:42<00:00,  1.75it/s]\nEpoch 0: |          | 1439/? [13:42<00:00,  1.75it/s]\nEpoch 0: |          | 1440/? [13:43<00:00,  1.75it/s]\nEpoch 0: |          | 1440/? [13:43<00:00,  1.75it/s]\nEpoch 0: |          | 1441/? [13:43<00:00,  1.75it/s]\nEpoch 0: |          | 1441/? [13:43<00:00,  1.75it/s]\nEpoch 0: |          | 1442/? [13:44<00:00,  1.75it/s]\nEpoch 0: |          | 1442/? [13:44<00:00,  1.75it/s]\nEpoch 0: |          | 1443/? [13:44<00:00,  1.75it/s]\nEpoch 0: |          | 1443/? [13:44<00:00,  1.75it/s]\nEpoch 0: |          | 1444/? [13:45<00:00,  1.75it/s]\nEpoch 0: |          | 1444/? [13:45<00:00,  1.75it/s]\nEpoch 0: |          | 1445/? [13:45<00:00,  1.75it/s]\nEpoch 0: |          | 1445/? [13:45<00:00,  1.75it/s]\nEpoch 0: |          | 1446/? [13:46<00:00,  1.75it/s]\nEpoch 0: |          | 1446/? [13:46<00:00,  1.75it/s]\nEpoch 0: |          | 1447/? [13:46<00:00,  1.75it/s]\nEpoch 0: |          | 1447/? [13:46<00:00,  1.75it/s]\nEpoch 0: |          | 1448/? [13:47<00:00,  1.75it/s]\nEpoch 0: |          | 1448/? [13:47<00:00,  1.75it/s]\nEpoch 0: |          | 1449/? [13:47<00:00,  1.75it/s]\nEpoch 0: |          | 1449/? [13:47<00:00,  1.75it/s]\nEpoch 0: |          | 1450/? [13:47<00:00,  1.75it/s]\nEpoch 0: |          | 1450/? [13:47<00:00,  1.75it/s]\nEpoch 0: |          | 1451/? [13:48<00:00,  1.75it/s]\nEpoch 0: |          | 1451/? [13:48<00:00,  1.75it/s]\nEpoch 0: |          | 1452/? [13:48<00:00,  1.75it/s]\nEpoch 0: |          | 1452/? [13:48<00:00,  1.75it/s]\nEpoch 0: |          | 1453/? [13:49<00:00,  1.75it/s]\nEpoch 0: |          | 1453/? [13:49<00:00,  1.75it/s]\nEpoch 0: |          | 1454/? [13:49<00:00,  1.75it/s]\nEpoch 0: |          | 1454/? [13:49<00:00,  1.75it/s]\nEpoch 0: |          | 1455/? [13:50<00:00,  1.75it/s]\nEpoch 0: |          | 1455/? [13:50<00:00,  1.75it/s]\nEpoch 0: |          | 1456/? [13:50<00:00,  1.75it/s]\nEpoch 0: |          | 1456/? [13:50<00:00,  1.75it/s]\nEpoch 0: |          | 1457/? [13:51<00:00,  1.75it/s]\nEpoch 0: |          | 1457/? [13:51<00:00,  1.75it/s]\nEpoch 0: |          | 1458/? [13:51<00:00,  1.75it/s]\nEpoch 0: |          | 1458/? [13:51<00:00,  1.75it/s]\nEpoch 0: |          | 1459/? [13:52<00:00,  1.75it/s]\nEpoch 0: |          | 1459/? [13:52<00:00,  1.75it/s]\nEpoch 0: |          | 1460/? [13:52<00:00,  1.75it/s]\nEpoch 0: |          | 1460/? [13:52<00:00,  1.75it/s]\nEpoch 0: |          | 1461/? [13:53<00:00,  1.75it/s]\nEpoch 0: |          | 1461/? [13:53<00:00,  1.75it/s]\nEpoch 0: |          | 1462/? [13:53<00:00,  1.75it/s]\nEpoch 0: |          | 1462/? [13:53<00:00,  1.75it/s]\nEpoch 0: |          | 1463/? [13:53<00:00,  1.75it/s]\nEpoch 0: |          | 1463/? [13:53<00:00,  1.75it/s]\nEpoch 0: |          | 1464/? [13:54<00:00,  1.75it/s]\nEpoch 0: |          | 1464/? [13:54<00:00,  1.75it/s]\nEpoch 0: |          | 1465/? [13:54<00:00,  1.75it/s]\nEpoch 0: |          | 1465/? [13:54<00:00,  1.75it/s]\nEpoch 0: |          | 1466/? [13:55<00:00,  1.75it/s]\nEpoch 0: |          | 1466/? [13:55<00:00,  1.75it/s]\nEpoch 0: |          | 1467/? [13:55<00:00,  1.76it/s]\nEpoch 0: |          | 1467/? [13:55<00:00,  1.76it/s]\nEpoch 0: |          | 1468/? [13:56<00:00,  1.76it/s]\nEpoch 0: |          | 1468/? [13:56<00:00,  1.76it/s]\nEpoch 0: |          | 1469/? [13:56<00:00,  1.76it/s]\nEpoch 0: |          | 1469/? [13:56<00:00,  1.76it/s]\nEpoch 0: |          | 1470/? [13:57<00:00,  1.76it/s]\nEpoch 0: |          | 1470/? [13:57<00:00,  1.76it/s]\nEpoch 0: |          | 1471/? [13:57<00:00,  1.76it/s]\nEpoch 0: |          | 1471/? [13:57<00:00,  1.76it/s]\nEpoch 0: |          | 1472/? [13:58<00:00,  1.76it/s]\nEpoch 0: |          | 1472/? [13:58<00:00,  1.76it/s]\nEpoch 0: |          | 1473/? [13:58<00:00,  1.76it/s]\nEpoch 0: |          | 1473/? [13:58<00:00,  1.76it/s]\nEpoch 0: |          | 1474/? [13:58<00:00,  1.76it/s]\nEpoch 0: |          | 1474/? [13:58<00:00,  1.76it/s]\nEpoch 0: |          | 1475/? [13:59<00:00,  1.76it/s]\nEpoch 0: |          | 1475/? [13:59<00:00,  1.76it/s]\nEpoch 0: |          | 1476/? [13:59<00:00,  1.76it/s]\nEpoch 0: |          | 1476/? [13:59<00:00,  1.76it/s]\nEpoch 0: |          | 1477/? [14:00<00:00,  1.76it/s]\nEpoch 0: |          | 1477/? [14:00<00:00,  1.76it/s]\nEpoch 0: |          | 1478/? [14:00<00:00,  1.76it/s]\nEpoch 0: |          | 1478/? [14:00<00:00,  1.76it/s]\nEpoch 0: |          | 1479/? [14:01<00:00,  1.76it/s]\nEpoch 0: |          | 1479/? [14:01<00:00,  1.76it/s]\nEpoch 0: |          | 1480/? [14:01<00:00,  1.76it/s]\nEpoch 0: |          | 1480/? [14:01<00:00,  1.76it/s]\nEpoch 0: |          | 1481/? [14:02<00:00,  1.76it/s]\nEpoch 0: |          | 1481/? [14:02<00:00,  1.76it/s]\nEpoch 0: |          | 1482/? [14:02<00:00,  1.76it/s]\nEpoch 0: |          | 1482/? [14:02<00:00,  1.76it/s]\nEpoch 0: |          | 1483/? [14:03<00:00,  1.76it/s]\nEpoch 0: |          | 1483/? [14:03<00:00,  1.76it/s]\nEpoch 0: |          | 1484/? [14:03<00:00,  1.76it/s]\nEpoch 0: |          | 1484/? [14:03<00:00,  1.76it/s]\nEpoch 0: |          | 1485/? [14:03<00:00,  1.76it/s]\nEpoch 0: |          | 1485/? [14:03<00:00,  1.76it/s]\nEpoch 0: |          | 1486/? [14:04<00:00,  1.76it/s]\nEpoch 0: |          | 1486/? [14:04<00:00,  1.76it/s]\nEpoch 0: |          | 1487/? [14:04<00:00,  1.76it/s]\nEpoch 0: |          | 1487/? [14:04<00:00,  1.76it/s]\nEpoch 0: |          | 1488/? [14:05<00:00,  1.76it/s]\nEpoch 0: |          | 1488/? [14:05<00:00,  1.76it/s]\nEpoch 0: |          | 1489/? [14:05<00:00,  1.76it/s]\nEpoch 0: |          | 1489/? [14:05<00:00,  1.76it/s]\nEpoch 0: |          | 1490/? [14:06<00:00,  1.76it/s]\nEpoch 0: |          | 1490/? [14:06<00:00,  1.76it/s]\nEpoch 0: |          | 1491/? [14:06<00:00,  1.76it/s]\nEpoch 0: |          | 1491/? [14:06<00:00,  1.76it/s]\nEpoch 0: |          | 1492/? [14:07<00:00,  1.76it/s]\nEpoch 0: |          | 1492/? [14:07<00:00,  1.76it/s]\nEpoch 0: |          | 1493/? [14:07<00:00,  1.76it/s]\nEpoch 0: |          | 1493/? [14:07<00:00,  1.76it/s]\nEpoch 0: |          | 1494/? [14:08<00:00,  1.76it/s]\nEpoch 0: |          | 1494/? [14:08<00:00,  1.76it/s]\nEpoch 0: |          | 1495/? [14:08<00:00,  1.76it/s]\nEpoch 0: |          | 1495/? [14:08<00:00,  1.76it/s]\nEpoch 0: |          | 1496/? [14:08<00:00,  1.76it/s]\nEpoch 0: |          | 1496/? [14:08<00:00,  1.76it/s]\nEpoch 0: |          | 1497/? [14:09<00:00,  1.76it/s]\nEpoch 0: |          | 1497/? [14:09<00:00,  1.76it/s]\nEpoch 0: |          | 1498/? [14:09<00:00,  1.76it/s]\nEpoch 0: |          | 1498/? [14:09<00:00,  1.76it/s]\nEpoch 0: |          | 1499/? [14:10<00:00,  1.76it/s]\nEpoch 0: |          | 1499/? [14:10<00:00,  1.76it/s]\nEpoch 0: |          | 1500/? [14:10<00:00,  1.76it/s]\nEpoch 0: |          | 1500/? [14:10<00:00,  1.76it/s]\nEpoch 0: |          | 1501/? [14:11<00:00,  1.76it/s]\nEpoch 0: |          | 1501/? [14:11<00:00,  1.76it/s]\nEpoch 0: |          | 1502/? [14:11<00:00,  1.76it/s]\nEpoch 0: |          | 1502/? [14:11<00:00,  1.76it/s]\nEpoch 0: |          | 1503/? [14:12<00:00,  1.76it/s]\nEpoch 0: |          | 1503/? [14:12<00:00,  1.76it/s]\nEpoch 0: |          | 1504/? [14:12<00:00,  1.76it/s]\nEpoch 0: |          | 1504/? [14:12<00:00,  1.76it/s]\nEpoch 0: |          | 1505/? [14:13<00:00,  1.76it/s]\nEpoch 0: |          | 1505/? [14:13<00:00,  1.76it/s]\nEpoch 0: |          | 1506/? [14:13<00:00,  1.76it/s]\nEpoch 0: |          | 1506/? [14:13<00:00,  1.76it/s]\nEpoch 0: |          | 1507/? [14:14<00:00,  1.76it/s]\nEpoch 0: |          | 1507/? [14:14<00:00,  1.76it/s]\nEpoch 0: |          | 1508/? [14:14<00:00,  1.76it/s]\nEpoch 0: |          | 1508/? [14:14<00:00,  1.76it/s]\nEpoch 0: |          | 1509/? [14:14<00:00,  1.77it/s]\nEpoch 0: |          | 1509/? [14:14<00:00,  1.77it/s]\nEpoch 0: |          | 1510/? [14:15<00:00,  1.77it/s]\nEpoch 0: |          | 1510/? [14:15<00:00,  1.77it/s]\nEpoch 0: |          | 1511/? [14:15<00:00,  1.77it/s]\nEpoch 0: |          | 1511/? [14:15<00:00,  1.77it/s]\nEpoch 0: |          | 1512/? [14:16<00:00,  1.77it/s]\nEpoch 0: |          | 1512/? [14:16<00:00,  1.77it/s]\nEpoch 0: |          | 1513/? [14:16<00:00,  1.77it/s]\nEpoch 0: |          | 1513/? [14:16<00:00,  1.77it/s]\nEpoch 0: |          | 1514/? [14:17<00:00,  1.77it/s]\nEpoch 0: |          | 1514/? [14:17<00:00,  1.77it/s]\nEpoch 0: |          | 1515/? [14:17<00:00,  1.77it/s]\nEpoch 0: |          | 1515/? [14:17<00:00,  1.77it/s]\nEpoch 0: |          | 1516/? [14:18<00:00,  1.77it/s]\nEpoch 0: |          | 1516/? [14:18<00:00,  1.77it/s]\nEpoch 0: |          | 1517/? [14:18<00:00,  1.77it/s]\nEpoch 0: |          | 1517/? [14:18<00:00,  1.77it/s]\nEpoch 0: |          | 1518/? [14:19<00:00,  1.77it/s]\nEpoch 0: |          | 1518/? [14:19<00:00,  1.77it/s]\nEpoch 0: |          | 1519/? [14:19<00:00,  1.77it/s]\nEpoch 0: |          | 1519/? [14:19<00:00,  1.77it/s]\nEpoch 0: |          | 1520/? [14:20<00:00,  1.77it/s]\nEpoch 0: |          | 1520/? [14:20<00:00,  1.77it/s]\nEpoch 0: |          | 1521/? [14:20<00:00,  1.77it/s]\nEpoch 0: |          | 1521/? [14:20<00:00,  1.77it/s]\nEpoch 0: |          | 1522/? [14:21<00:00,  1.77it/s]\nEpoch 0: |          | 1522/? [14:21<00:00,  1.77it/s]\nEpoch 0: |          | 1523/? [14:21<00:00,  1.77it/s]\nEpoch 0: |          | 1523/? [14:21<00:00,  1.77it/s]\nEpoch 0: |          | 1524/? [14:21<00:00,  1.77it/s]\nEpoch 0: |          | 1524/? [14:21<00:00,  1.77it/s]\nEpoch 0: |          | 1525/? [14:22<00:00,  1.77it/s]\nEpoch 0: |          | 1525/? [14:22<00:00,  1.77it/s]\nEpoch 0: |          | 1526/? [14:22<00:00,  1.77it/s]\nEpoch 0: |          | 1526/? [14:22<00:00,  1.77it/s]\nEpoch 0: |          | 1527/? [14:23<00:00,  1.77it/s]\nEpoch 0: |          | 1527/? [14:23<00:00,  1.77it/s]\nEpoch 0: |          | 1528/? [14:23<00:00,  1.77it/s]\nEpoch 0: |          | 1528/? [14:23<00:00,  1.77it/s]\nEpoch 0: |          | 1529/? [14:24<00:00,  1.77it/s]\nEpoch 0: |          | 1529/? [14:24<00:00,  1.77it/s]\nEpoch 0: |          | 1530/? [14:24<00:00,  1.77it/s]\nEpoch 0: |          | 1530/? [14:24<00:00,  1.77it/s]\nEpoch 0: |          | 1531/? [14:25<00:00,  1.77it/s]\nEpoch 0: |          | 1531/? [14:25<00:00,  1.77it/s]\nEpoch 0: |          | 1532/? [14:25<00:00,  1.77it/s]\nEpoch 0: |          | 1532/? [14:25<00:00,  1.77it/s]\nEpoch 0: |          | 1533/? [14:26<00:00,  1.77it/s]\nEpoch 0: |          | 1533/? [14:26<00:00,  1.77it/s]\nEpoch 0: |          | 1534/? [14:26<00:00,  1.77it/s]\nEpoch 0: |          | 1534/? [14:26<00:00,  1.77it/s]\nEpoch 0: |          | 1535/? [14:27<00:00,  1.77it/s]\nEpoch 0: |          | 1535/? [14:27<00:00,  1.77it/s]\nEpoch 0: |          | 1536/? [14:27<00:00,  1.77it/s]\nEpoch 0: |          | 1536/? [14:27<00:00,  1.77it/s]\nEpoch 0: |          | 1537/? [14:28<00:00,  1.77it/s]\nEpoch 0: |          | 1537/? [14:28<00:00,  1.77it/s]\nEpoch 0: |          | 1538/? [14:28<00:00,  1.77it/s]\nEpoch 0: |          | 1538/? [14:28<00:00,  1.77it/s]\nEpoch 0: |          | 1539/? [14:28<00:00,  1.77it/s]\nEpoch 0: |          | 1539/? [14:28<00:00,  1.77it/s]\nEpoch 0: |          | 1540/? [14:29<00:00,  1.77it/s]\nEpoch 0: |          | 1540/? [14:29<00:00,  1.77it/s]\nEpoch 0: |          | 1541/? [14:29<00:00,  1.77it/s]\nEpoch 0: |          | 1541/? [14:29<00:00,  1.77it/s]\nEpoch 0: |          | 1542/? [14:30<00:00,  1.77it/s]\nEpoch 0: |          | 1542/? [14:30<00:00,  1.77it/s]\nEpoch 0: |          | 1543/? [14:30<00:00,  1.77it/s]\nEpoch 0: |          | 1543/? [14:30<00:00,  1.77it/s]\nEpoch 0: |          | 1544/? [14:31<00:00,  1.77it/s]\nEpoch 0: |          | 1544/? [14:31<00:00,  1.77it/s]\nEpoch 0: |          | 1545/? [14:31<00:00,  1.77it/s]\nEpoch 0: |          | 1545/? [14:31<00:00,  1.77it/s]\nEpoch 0: |          | 1546/? [14:32<00:00,  1.77it/s]\nEpoch 0: |          | 1546/? [14:32<00:00,  1.77it/s]\nEpoch 0: |          | 1547/? [14:32<00:00,  1.77it/s]\nEpoch 0: |          | 1547/? [14:32<00:00,  1.77it/s]\nEpoch 0: |          | 1548/? [14:33<00:00,  1.77it/s]\nEpoch 0: |          | 1548/? [14:33<00:00,  1.77it/s]\nEpoch 0: |          | 1549/? [14:33<00:00,  1.77it/s]\nEpoch 0: |          | 1549/? [14:33<00:00,  1.77it/s]\nEpoch 0: |          | 1550/? [14:34<00:00,  1.77it/s]\nEpoch 0: |          | 1550/? [14:34<00:00,  1.77it/s]\nEpoch 0: |          | 1551/? [14:34<00:00,  1.77it/s]\nEpoch 0: |          | 1551/? [14:34<00:00,  1.77it/s]\nEpoch 0: |          | 1552/? [14:35<00:00,  1.77it/s]\nEpoch 0: |          | 1552/? [14:35<00:00,  1.77it/s]\nEpoch 0: |          | 1553/? [14:35<00:00,  1.77it/s]\nEpoch 0: |          | 1553/? [14:35<00:00,  1.77it/s]\nEpoch 0: |          | 1554/? [14:36<00:00,  1.77it/s]\nEpoch 0: |          | 1554/? [14:36<00:00,  1.77it/s]\nEpoch 0: |          | 1555/? [14:36<00:00,  1.77it/s]\nEpoch 0: |          | 1555/? [14:36<00:00,  1.77it/s]\nEpoch 0: |          | 1556/? [14:36<00:00,  1.77it/s]\nEpoch 0: |          | 1556/? [14:36<00:00,  1.77it/s]\nEpoch 0: |          | 1557/? [14:37<00:00,  1.77it/s]\nEpoch 0: |          | 1557/? [14:37<00:00,  1.77it/s]\nEpoch 0: |          | 1558/? [14:37<00:00,  1.77it/s]\nEpoch 0: |          | 1558/? [14:37<00:00,  1.77it/s]\nEpoch 0: |          | 1559/? [14:38<00:00,  1.77it/s]\nEpoch 0: |          | 1559/? [14:38<00:00,  1.77it/s]\nEpoch 0: |          | 1560/? [14:38<00:00,  1.78it/s]\nEpoch 0: |          | 1560/? [14:38<00:00,  1.78it/s]\nEpoch 0: |          | 1561/? [14:39<00:00,  1.78it/s]\nEpoch 0: |          | 1561/? [14:39<00:00,  1.78it/s]\nEpoch 0: |          | 1562/? [14:39<00:00,  1.78it/s]\nEpoch 0: |          | 1562/? [14:39<00:00,  1.78it/s]\nEpoch 0: |          | 1563/? [14:40<00:00,  1.78it/s]\nEpoch 0: |          | 1563/? [14:40<00:00,  1.78it/s]\nEpoch 0: |          | 1564/? [14:40<00:00,  1.78it/s]\nEpoch 0: |          | 1564/? [14:40<00:00,  1.78it/s]\nEpoch 0: |          | 1565/? [14:41<00:00,  1.78it/s]\nEpoch 0: |          | 1565/? [14:41<00:00,  1.78it/s]\nEpoch 0: |          | 1566/? [14:41<00:00,  1.78it/s]\nEpoch 0: |          | 1566/? [14:41<00:00,  1.78it/s]\nEpoch 0: |          | 1567/? [14:42<00:00,  1.78it/s]\nEpoch 0: |          | 1567/? [14:42<00:00,  1.78it/s]\nEpoch 0: |          | 1568/? [14:42<00:00,  1.78it/s]\nEpoch 0: |          | 1568/? [14:42<00:00,  1.78it/s]\nEpoch 0: |          | 1569/? [14:43<00:00,  1.78it/s]\nEpoch 0: |          | 1569/? [14:43<00:00,  1.78it/s]\nEpoch 0: |          | 1570/? [14:43<00:00,  1.78it/s]\nEpoch 0: |          | 1570/? [14:43<00:00,  1.78it/s]\nEpoch 0: |          | 1571/? [14:43<00:00,  1.78it/s]\nEpoch 0: |          | 1571/? [14:43<00:00,  1.78it/s]\nEpoch 0: |          | 1572/? [14:44<00:00,  1.78it/s]\nEpoch 0: |          | 1572/? [14:44<00:00,  1.78it/s]\nEpoch 0: |          | 1573/? [14:44<00:00,  1.78it/s]\nEpoch 0: |          | 1573/? [14:44<00:00,  1.78it/s]\nEpoch 0: |          | 1574/? [14:45<00:00,  1.78it/s]\nEpoch 0: |          | 1574/? [14:45<00:00,  1.78it/s]\nEpoch 0: |          | 1575/? [14:45<00:00,  1.78it/s]\nEpoch 0: |          | 1575/? [14:45<00:00,  1.78it/s]\nEpoch 0: |          | 1576/? [14:46<00:00,  1.78it/s]\nEpoch 0: |          | 1576/? [14:46<00:00,  1.78it/s]\nEpoch 0: |          | 1577/? [14:46<00:00,  1.78it/s]\nEpoch 0: |          | 1577/? [14:46<00:00,  1.78it/s]\nEpoch 0: |          | 1578/? [14:47<00:00,  1.78it/s]\nEpoch 0: |          | 1578/? [14:47<00:00,  1.78it/s]\nEpoch 0: |          | 1579/? [14:47<00:00,  1.78it/s]\nEpoch 0: |          | 1579/? [14:47<00:00,  1.78it/s]\nEpoch 0: |          | 1580/? [14:48<00:00,  1.78it/s]\nEpoch 0: |          | 1580/? [14:48<00:00,  1.78it/s]\nEpoch 0: |          | 1581/? [14:48<00:00,  1.78it/s]\nEpoch 0: |          | 1581/? [14:48<00:00,  1.78it/s]\nEpoch 0: |          | 1582/? [14:49<00:00,  1.78it/s]\nEpoch 0: |          | 1582/? [14:49<00:00,  1.78it/s]\nEpoch 0: |          | 1583/? [14:49<00:00,  1.78it/s]\nEpoch 0: |          | 1583/? [14:49<00:00,  1.78it/s]\nEpoch 0: |          | 1584/? [14:50<00:00,  1.78it/s]\nEpoch 0: |          | 1584/? [14:50<00:00,  1.78it/s]\nEpoch 0: |          | 1585/? [14:50<00:00,  1.78it/s]\nEpoch 0: |          | 1585/? [14:50<00:00,  1.78it/s]\nEpoch 0: |          | 1586/? [14:51<00:00,  1.78it/s]\nEpoch 0: |          | 1586/? [14:51<00:00,  1.78it/s]\nEpoch 0: |          | 1587/? [14:51<00:00,  1.78it/s]\nEpoch 0: |          | 1587/? [14:51<00:00,  1.78it/s]\nEpoch 0: |          | 1588/? [14:51<00:00,  1.78it/s]\nEpoch 0: |          | 1588/? [14:51<00:00,  1.78it/s]\nEpoch 0: |          | 1589/? [14:52<00:00,  1.78it/s]\nEpoch 0: |          | 1589/? [14:52<00:00,  1.78it/s]\nEpoch 0: |          | 1590/? [14:52<00:00,  1.78it/s]\nEpoch 0: |          | 1590/? [14:52<00:00,  1.78it/s]\nEpoch 0: |          | 1591/? [14:53<00:00,  1.78it/s]\nEpoch 0: |          | 1591/? [14:53<00:00,  1.78it/s]\nEpoch 0: |          | 1592/? [14:53<00:00,  1.78it/s]\nEpoch 0: |          | 1592/? [14:53<00:00,  1.78it/s]\nEpoch 0: |          | 1593/? [14:54<00:00,  1.78it/s]\nEpoch 0: |          | 1593/? [14:54<00:00,  1.78it/s]\nEpoch 0: |          | 1594/? [14:54<00:00,  1.78it/s]\nEpoch 0: |          | 1594/? [14:54<00:00,  1.78it/s]\nEpoch 0: |          | 1595/? [14:55<00:00,  1.78it/s]\nEpoch 0: |          | 1595/? [14:55<00:00,  1.78it/s]\nEpoch 0: |          | 1596/? [14:55<00:00,  1.78it/s]\nEpoch 0: |          | 1596/? [14:55<00:00,  1.78it/s]\nEpoch 0: |          | 1597/? [14:56<00:00,  1.78it/s]\nEpoch 0: |          | 1597/? [14:56<00:00,  1.78it/s]\nEpoch 0: |          | 1598/? [14:56<00:00,  1.78it/s]\nEpoch 0: |          | 1598/? [14:56<00:00,  1.78it/s]\nEpoch 0: |          | 1599/? [14:57<00:00,  1.78it/s]\nEpoch 0: |          | 1599/? [14:57<00:00,  1.78it/s]\nEpoch 0: |          | 1600/? [14:57<00:00,  1.78it/s]\nEpoch 0: |          | 1600/? [14:57<00:00,  1.78it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:01,  2.99it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  2.80it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:01<00:00,  2.81it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  2.73it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 1600/? [14:59<00:00,  1.78it/s]\nEpoch 0: |          | 1601/? [14:59<00:00,  1.78it/s]\nEpoch 0: |          | 1601/? [14:59<00:00,  1.78it/s]\nEpoch 0: |          | 1602/? [14:59<00:00,  1.78it/s]\nEpoch 0: |          | 1602/? [14:59<00:00,  1.78it/s]\nEpoch 0: |          | 1603/? [15:00<00:00,  1.78it/s]\nEpoch 0: |          | 1603/? [15:00<00:00,  1.78it/s]\nEpoch 0: |          | 1604/? [15:00<00:00,  1.78it/s]\nEpoch 0: |          | 1604/? [15:00<00:00,  1.78it/s]\nEpoch 0: |          | 1605/? [15:01<00:00,  1.78it/s]\nEpoch 0: |          | 1605/? [15:01<00:00,  1.78it/s]\nEpoch 0: |          | 1606/? [15:01<00:00,  1.78it/s]\nEpoch 0: |          | 1606/? [15:01<00:00,  1.78it/s]\nEpoch 0: |          | 1607/? [15:02<00:00,  1.78it/s]\nEpoch 0: |          | 1607/? [15:02<00:00,  1.78it/s]\nEpoch 0: |          | 1608/? [15:02<00:00,  1.78it/s]\nEpoch 0: |          | 1608/? [15:02<00:00,  1.78it/s]\nEpoch 0: |          | 1609/? [15:03<00:00,  1.78it/s]\nEpoch 0: |          | 1609/? [15:03<00:00,  1.78it/s]\nEpoch 0: |          | 1610/? [15:03<00:00,  1.78it/s]\nEpoch 0: |          | 1610/? [15:03<00:00,  1.78it/s]\nEpoch 0: |          | 1611/? [15:04<00:00,  1.78it/s]\nEpoch 0: |          | 1611/? [15:04<00:00,  1.78it/s]\nEpoch 0: |          | 1612/? [15:04<00:00,  1.78it/s]\nEpoch 0: |          | 1612/? [15:04<00:00,  1.78it/s]\nEpoch 0: |          | 1613/? [15:05<00:00,  1.78it/s]\nEpoch 0: |          | 1613/? [15:05<00:00,  1.78it/s]\nEpoch 0: |          | 1614/? [15:05<00:00,  1.78it/s]\nEpoch 0: |          | 1614/? [15:05<00:00,  1.78it/s]\nEpoch 0: |          | 1615/? [15:05<00:00,  1.78it/s]\nEpoch 0: |          | 1615/? [15:05<00:00,  1.78it/s]\nEpoch 0: |          | 1616/? [15:06<00:00,  1.78it/s]\nEpoch 0: |          | 1616/? [15:06<00:00,  1.78it/s]\nEpoch 0: |          | 1617/? [15:06<00:00,  1.78it/s]\nEpoch 0: |          | 1617/? [15:06<00:00,  1.78it/s]\nEpoch 0: |          | 1618/? [15:07<00:00,  1.78it/s]\nEpoch 0: |          | 1618/? [15:07<00:00,  1.78it/s]\nEpoch 0: |          | 1619/? [15:07<00:00,  1.78it/s]\nEpoch 0: |          | 1619/? [15:07<00:00,  1.78it/s]\nEpoch 0: |          | 1620/? [15:08<00:00,  1.78it/s]\nEpoch 0: |          | 1620/? [15:08<00:00,  1.78it/s]\nEpoch 0: |          | 1621/? [15:08<00:00,  1.78it/s]\nEpoch 0: |          | 1621/? [15:08<00:00,  1.78it/s]\nEpoch 0: |          | 1622/? [15:09<00:00,  1.78it/s]\nEpoch 0: |          | 1622/? [15:09<00:00,  1.78it/s]\nEpoch 0: |          | 1623/? [15:09<00:00,  1.78it/s]\nEpoch 0: |          | 1623/? [15:09<00:00,  1.78it/s]\nEpoch 0: |          | 1624/? [15:10<00:00,  1.78it/s]\nEpoch 0: |          | 1624/? [15:10<00:00,  1.78it/s]\nEpoch 0: |          | 1625/? [15:10<00:00,  1.78it/s]\nEpoch 0: |          | 1625/? [15:10<00:00,  1.78it/s]\nEpoch 0: |          | 1626/? [15:10<00:00,  1.78it/s]\nEpoch 0: |          | 1626/? [15:10<00:00,  1.78it/s]\nEpoch 0: |          | 1627/? [15:11<00:00,  1.79it/s]\nEpoch 0: |          | 1627/? [15:11<00:00,  1.79it/s]\nEpoch 0: |          | 1628/? [15:11<00:00,  1.79it/s]\nEpoch 0: |          | 1628/? [15:11<00:00,  1.79it/s]\nEpoch 0: |          | 1629/? [15:12<00:00,  1.79it/s]\nEpoch 0: |          | 1629/? [15:12<00:00,  1.79it/s]\nEpoch 0: |          | 1630/? [15:12<00:00,  1.79it/s]\nEpoch 0: |          | 1630/? [15:12<00:00,  1.79it/s]\nEpoch 0: |          | 1631/? [15:13<00:00,  1.79it/s]\nEpoch 0: |          | 1631/? [15:13<00:00,  1.79it/s]\nEpoch 0: |          | 1632/? [15:13<00:00,  1.79it/s]\nEpoch 0: |          | 1632/? [15:13<00:00,  1.79it/s]\nEpoch 0: |          | 1633/? [15:14<00:00,  1.79it/s]\nEpoch 0: |          | 1633/? [15:14<00:00,  1.79it/s]\nEpoch 0: |          | 1634/? [15:14<00:00,  1.79it/s]\nEpoch 0: |          | 1634/? [15:14<00:00,  1.79it/s]\nEpoch 0: |          | 1635/? [15:15<00:00,  1.79it/s]\nEpoch 0: |          | 1635/? [15:15<00:00,  1.79it/s]\nEpoch 0: |          | 1636/? [15:15<00:00,  1.79it/s]\nEpoch 0: |          | 1636/? [15:15<00:00,  1.79it/s]\nEpoch 0: |          | 1637/? [15:16<00:00,  1.79it/s]\nEpoch 0: |          | 1637/? [15:16<00:00,  1.79it/s]\nEpoch 0: |          | 1638/? [15:16<00:00,  1.79it/s]\nEpoch 0: |          | 1638/? [15:16<00:00,  1.79it/s]\nEpoch 0: |          | 1639/? [15:16<00:00,  1.79it/s]\nEpoch 0: |          | 1639/? [15:16<00:00,  1.79it/s]\nEpoch 0: |          | 1640/? [15:17<00:00,  1.79it/s]\nEpoch 0: |          | 1640/? [15:17<00:00,  1.79it/s]\nEpoch 0: |          | 1641/? [15:17<00:00,  1.79it/s]\nEpoch 0: |          | 1641/? [15:17<00:00,  1.79it/s]\nEpoch 0: |          | 1642/? [15:18<00:00,  1.79it/s]\nEpoch 0: |          | 1642/? [15:18<00:00,  1.79it/s]\nEpoch 0: |          | 1643/? [15:18<00:00,  1.79it/s]\nEpoch 0: |          | 1643/? [15:18<00:00,  1.79it/s]\nEpoch 0: |          | 1644/? [15:19<00:00,  1.79it/s]\nEpoch 0: |          | 1644/? [15:19<00:00,  1.79it/s]\nEpoch 0: |          | 1645/? [15:19<00:00,  1.79it/s]\nEpoch 0: |          | 1645/? [15:19<00:00,  1.79it/s]\nEpoch 0: |          | 1646/? [15:20<00:00,  1.79it/s]\nEpoch 0: |          | 1646/? [15:20<00:00,  1.79it/s]\nEpoch 0: |          | 1647/? [15:20<00:00,  1.79it/s]\nEpoch 0: |          | 1647/? [15:20<00:00,  1.79it/s]\nEpoch 0: |          | 1648/? [15:21<00:00,  1.79it/s]\nEpoch 0: |          | 1648/? [15:21<00:00,  1.79it/s]\nEpoch 0: |          | 1649/? [15:21<00:00,  1.79it/s]\nEpoch 0: |          | 1649/? [15:21<00:00,  1.79it/s]\nEpoch 0: |          | 1650/? [15:22<00:00,  1.79it/s]\nEpoch 0: |          | 1650/? [15:22<00:00,  1.79it/s]\nEpoch 0: |          | 1651/? [15:22<00:00,  1.79it/s]\nEpoch 0: |          | 1651/? [15:22<00:00,  1.79it/s]\nEpoch 0: |          | 1652/? [15:22<00:00,  1.79it/s]\nEpoch 0: |          | 1652/? [15:22<00:00,  1.79it/s]\nEpoch 0: |          | 1653/? [15:23<00:00,  1.79it/s]\nEpoch 0: |          | 1653/? [15:23<00:00,  1.79it/s]\nEpoch 0: |          | 1654/? [15:23<00:00,  1.79it/s]\nEpoch 0: |          | 1654/? [15:23<00:00,  1.79it/s]\nEpoch 0: |          | 1655/? [15:24<00:00,  1.79it/s]\nEpoch 0: |          | 1655/? [15:24<00:00,  1.79it/s]\nEpoch 0: |          | 1656/? [15:24<00:00,  1.79it/s]\nEpoch 0: |          | 1656/? [15:24<00:00,  1.79it/s]\nEpoch 0: |          | 1657/? [15:25<00:00,  1.79it/s]\nEpoch 0: |          | 1657/? [15:25<00:00,  1.79it/s]\nEpoch 0: |          | 1658/? [15:25<00:00,  1.79it/s]\nEpoch 0: |          | 1658/? [15:25<00:00,  1.79it/s]\nEpoch 0: |          | 1659/? [15:26<00:00,  1.79it/s]\nEpoch 0: |          | 1659/? [15:26<00:00,  1.79it/s]\nEpoch 0: |          | 1660/? [15:26<00:00,  1.79it/s]\nEpoch 0: |          | 1660/? [15:26<00:00,  1.79it/s]\nEpoch 0: |          | 1661/? [15:27<00:00,  1.79it/s]\nEpoch 0: |          | 1661/? [15:27<00:00,  1.79it/s]\nEpoch 0: |          | 1662/? [15:27<00:00,  1.79it/s]\nEpoch 0: |          | 1662/? [15:27<00:00,  1.79it/s]\nEpoch 0: |          | 1663/? [15:28<00:00,  1.79it/s]\nEpoch 0: |          | 1663/? [15:28<00:00,  1.79it/s]\nEpoch 0: |          | 1664/? [15:28<00:00,  1.79it/s]\nEpoch 0: |          | 1664/? [15:28<00:00,  1.79it/s]\nEpoch 0: |          | 1665/? [15:29<00:00,  1.79it/s]\nEpoch 0: |          | 1665/? [15:29<00:00,  1.79it/s]\nEpoch 0: |          | 1666/? [15:29<00:00,  1.79it/s]\nEpoch 0: |          | 1666/? [15:29<00:00,  1.79it/s]\nEpoch 0: |          | 1667/? [15:30<00:00,  1.79it/s]\nEpoch 0: |          | 1667/? [15:30<00:00,  1.79it/s]\nEpoch 0: |          | 1668/? [15:30<00:00,  1.79it/s]\nEpoch 0: |          | 1668/? [15:30<00:00,  1.79it/s]\nEpoch 0: |          | 1669/? [15:30<00:00,  1.79it/s]\nEpoch 0: |          | 1669/? [15:30<00:00,  1.79it/s]\nEpoch 0: |          | 1670/? [15:31<00:00,  1.79it/s]\nEpoch 0: |          | 1670/? [15:31<00:00,  1.79it/s]\nEpoch 0: |          | 1671/? [15:31<00:00,  1.79it/s]\nEpoch 0: |          | 1671/? [15:31<00:00,  1.79it/s]\nEpoch 0: |          | 1672/? [15:32<00:00,  1.79it/s]\nEpoch 0: |          | 1672/? [15:32<00:00,  1.79it/s]\nEpoch 0: |          | 1673/? [15:32<00:00,  1.79it/s]\nEpoch 0: |          | 1673/? [15:32<00:00,  1.79it/s]\nEpoch 0: |          | 1674/? [15:33<00:00,  1.79it/s]\nEpoch 0: |          | 1674/? [15:33<00:00,  1.79it/s]\nEpoch 0: |          | 1675/? [15:33<00:00,  1.79it/s]\nEpoch 0: |          | 1675/? [15:33<00:00,  1.79it/s]\nEpoch 0: |          | 1676/? [15:34<00:00,  1.79it/s]\nEpoch 0: |          | 1676/? [15:34<00:00,  1.79it/s]\nEpoch 0: |          | 1677/? [15:34<00:00,  1.79it/s]\nEpoch 0: |          | 1677/? [15:34<00:00,  1.79it/s]\nEpoch 0: |          | 1678/? [15:35<00:00,  1.79it/s]\nEpoch 0: |          | 1678/? [15:35<00:00,  1.79it/s]\nEpoch 0: |          | 1679/? [15:35<00:00,  1.79it/s]\nEpoch 0: |          | 1679/? [15:35<00:00,  1.79it/s]\nEpoch 0: |          | 1680/? [15:36<00:00,  1.79it/s]\nEpoch 0: |          | 1680/? [15:36<00:00,  1.79it/s]\nEpoch 0: |          | 1681/? [15:36<00:00,  1.79it/s]\nEpoch 0: |          | 1681/? [15:36<00:00,  1.79it/s]\nEpoch 0: |          | 1682/? [15:37<00:00,  1.79it/s]\nEpoch 0: |          | 1682/? [15:37<00:00,  1.79it/s]\nEpoch 0: |          | 1683/? [15:37<00:00,  1.79it/s]\nEpoch 0: |          | 1683/? [15:37<00:00,  1.79it/s]\nEpoch 0: |          | 1684/? [15:38<00:00,  1.80it/s]\nEpoch 0: |          | 1684/? [15:38<00:00,  1.80it/s]\nEpoch 0: |          | 1685/? [15:38<00:00,  1.80it/s]\nEpoch 0: |          | 1685/? [15:38<00:00,  1.80it/s]\nEpoch 0: |          | 1686/? [15:39<00:00,  1.80it/s]\nEpoch 0: |          | 1686/? [15:39<00:00,  1.80it/s]\nEpoch 0: |          | 1687/? [15:39<00:00,  1.80it/s]\nEpoch 0: |          | 1687/? [15:39<00:00,  1.80it/s]\nEpoch 0: |          | 1688/? [15:40<00:00,  1.80it/s]\nEpoch 0: |          | 1688/? [15:40<00:00,  1.80it/s]\nEpoch 0: |          | 1689/? [15:40<00:00,  1.80it/s]\nEpoch 0: |          | 1689/? [15:40<00:00,  1.80it/s]\nEpoch 0: |          | 1690/? [15:41<00:00,  1.80it/s]\nEpoch 0: |          | 1690/? [15:41<00:00,  1.80it/s]\nEpoch 0: |          | 1691/? [15:41<00:00,  1.80it/s]\nEpoch 0: |          | 1691/? [15:41<00:00,  1.80it/s]\nEpoch 0: |          | 1692/? [15:41<00:00,  1.80it/s]\nEpoch 0: |          | 1692/? [15:41<00:00,  1.80it/s]\nEpoch 0: |          | 1693/? [15:42<00:00,  1.80it/s]\nEpoch 0: |          | 1693/? [15:42<00:00,  1.80it/s]\nEpoch 0: |          | 1694/? [15:42<00:00,  1.80it/s]\nEpoch 0: |          | 1694/? [15:42<00:00,  1.80it/s]\nEpoch 0: |          | 1695/? [15:43<00:00,  1.80it/s]\nEpoch 0: |          | 1695/? [15:43<00:00,  1.80it/s]\nEpoch 0: |          | 1696/? [15:43<00:00,  1.80it/s]\nEpoch 0: |          | 1696/? [15:43<00:00,  1.80it/s]\nEpoch 0: |          | 1697/? [15:44<00:00,  1.80it/s]\nEpoch 0: |          | 1697/? [15:44<00:00,  1.80it/s]\nEpoch 0: |          | 1698/? [15:44<00:00,  1.80it/s]\nEpoch 0: |          | 1698/? [15:44<00:00,  1.80it/s]\nEpoch 0: |          | 1699/? [15:45<00:00,  1.80it/s]\nEpoch 0: |          | 1699/? [15:45<00:00,  1.80it/s]\nEpoch 0: |          | 1700/? [15:45<00:00,  1.80it/s]\nEpoch 0: |          | 1700/? [15:45<00:00,  1.80it/s]\nEpoch 0: |          | 1701/? [15:46<00:00,  1.80it/s]\nEpoch 0: |          | 1701/? [15:46<00:00,  1.80it/s]\nEpoch 0: |          | 1702/? [15:46<00:00,  1.80it/s]\nEpoch 0: |          | 1702/? [15:46<00:00,  1.80it/s]\nEpoch 0: |          | 1703/? [15:47<00:00,  1.80it/s]\nEpoch 0: |          | 1703/? [15:47<00:00,  1.80it/s]\nEpoch 0: |          | 1704/? [15:47<00:00,  1.80it/s]\nEpoch 0: |          | 1704/? [15:47<00:00,  1.80it/s]\nEpoch 0: |          | 1705/? [15:47<00:00,  1.80it/s]\nEpoch 0: |          | 1705/? [15:47<00:00,  1.80it/s]\nEpoch 0: |          | 1706/? [15:48<00:00,  1.80it/s]\nEpoch 0: |          | 1706/? [15:48<00:00,  1.80it/s]\nEpoch 0: |          | 1707/? [15:48<00:00,  1.80it/s]\nEpoch 0: |          | 1707/? [15:48<00:00,  1.80it/s]\nEpoch 0: |          | 1708/? [15:49<00:00,  1.80it/s]\nEpoch 0: |          | 1708/? [15:49<00:00,  1.80it/s]\nEpoch 0: |          | 1709/? [15:49<00:00,  1.80it/s]\nEpoch 0: |          | 1709/? [15:49<00:00,  1.80it/s]\nEpoch 0: |          | 1710/? [15:50<00:00,  1.80it/s]\nEpoch 0: |          | 1710/? [15:50<00:00,  1.80it/s]\nEpoch 0: |          | 1711/? [15:50<00:00,  1.80it/s]\nEpoch 0: |          | 1711/? [15:50<00:00,  1.80it/s]\nEpoch 0: |          | 1712/? [15:51<00:00,  1.80it/s]\nEpoch 0: |          | 1712/? [15:51<00:00,  1.80it/s]\nEpoch 0: |          | 1713/? [15:51<00:00,  1.80it/s]\nEpoch 0: |          | 1713/? [15:51<00:00,  1.80it/s]\nEpoch 0: |          | 1714/? [15:52<00:00,  1.80it/s]\nEpoch 0: |          | 1714/? [15:52<00:00,  1.80it/s]\nEpoch 0: |          | 1715/? [15:52<00:00,  1.80it/s]\nEpoch 0: |          | 1715/? [15:52<00:00,  1.80it/s]\nEpoch 0: |          | 1716/? [15:52<00:00,  1.80it/s]\nEpoch 0: |          | 1716/? [15:52<00:00,  1.80it/s]\nEpoch 0: |          | 1717/? [15:53<00:00,  1.80it/s]\nEpoch 0: |          | 1717/? [15:53<00:00,  1.80it/s]\nEpoch 0: |          | 1718/? [15:53<00:00,  1.80it/s]\nEpoch 0: |          | 1718/? [15:53<00:00,  1.80it/s]\nEpoch 0: |          | 1719/? [15:54<00:00,  1.80it/s]\nEpoch 0: |          | 1719/? [15:54<00:00,  1.80it/s]\nEpoch 0: |          | 1720/? [15:54<00:00,  1.80it/s]\nEpoch 0: |          | 1720/? [15:54<00:00,  1.80it/s]\nEpoch 0: |          | 1721/? [15:55<00:00,  1.80it/s]\nEpoch 0: |          | 1721/? [15:55<00:00,  1.80it/s]\nEpoch 0: |          | 1722/? [15:55<00:00,  1.80it/s]\nEpoch 0: |          | 1722/? [15:55<00:00,  1.80it/s]\nEpoch 0: |          | 1723/? [15:56<00:00,  1.80it/s]\nEpoch 0: |          | 1723/? [15:56<00:00,  1.80it/s]\nEpoch 0: |          | 1724/? [15:56<00:00,  1.80it/s]\nEpoch 0: |          | 1724/? [15:56<00:00,  1.80it/s]\nEpoch 0: |          | 1725/? [15:57<00:00,  1.80it/s]\nEpoch 0: |          | 1725/? [15:57<00:00,  1.80it/s]\nEpoch 0: |          | 1726/? [15:57<00:00,  1.80it/s]\nEpoch 0: |          | 1726/? [15:57<00:00,  1.80it/s]\nEpoch 0: |          | 1727/? [15:58<00:00,  1.80it/s]\nEpoch 0: |          | 1727/? [15:58<00:00,  1.80it/s]\nEpoch 0: |          | 1728/? [15:58<00:00,  1.80it/s]\nEpoch 0: |          | 1728/? [15:58<00:00,  1.80it/s]\nEpoch 0: |          | 1729/? [15:58<00:00,  1.80it/s]\nEpoch 0: |          | 1729/? [15:58<00:00,  1.80it/s]\nEpoch 0: |          | 1730/? [15:59<00:00,  1.80it/s]\nEpoch 0: |          | 1730/? [15:59<00:00,  1.80it/s]\nEpoch 0: |          | 1731/? [15:59<00:00,  1.80it/s]\nEpoch 0: |          | 1731/? [15:59<00:00,  1.80it/s]\nEpoch 0: |          | 1732/? [16:00<00:00,  1.80it/s]\nEpoch 0: |          | 1732/? [16:00<00:00,  1.80it/s]\nEpoch 0: |          | 1733/? [16:00<00:00,  1.80it/s]\nEpoch 0: |          | 1733/? [16:00<00:00,  1.80it/s]\nEpoch 0: |          | 1734/? [16:01<00:00,  1.80it/s]\nEpoch 0: |          | 1734/? [16:01<00:00,  1.80it/s]\nEpoch 0: |          | 1735/? [16:01<00:00,  1.80it/s]\nEpoch 0: |          | 1735/? [16:01<00:00,  1.80it/s]\nEpoch 0: |          | 1736/? [16:02<00:00,  1.80it/s]\nEpoch 0: |          | 1736/? [16:02<00:00,  1.80it/s]\nEpoch 0: |          | 1737/? [16:02<00:00,  1.80it/s]\nEpoch 0: |          | 1737/? [16:02<00:00,  1.80it/s]\nEpoch 0: |          | 1738/? [16:03<00:00,  1.80it/s]\nEpoch 0: |          | 1738/? [16:03<00:00,  1.80it/s]\nEpoch 0: |          | 1739/? [16:03<00:00,  1.80it/s]\nEpoch 0: |          | 1739/? [16:03<00:00,  1.80it/s]\nEpoch 0: |          | 1740/? [16:04<00:00,  1.80it/s]\nEpoch 0: |          | 1740/? [16:04<00:00,  1.80it/s]\nEpoch 0: |          | 1741/? [16:04<00:00,  1.81it/s]\nEpoch 0: |          | 1741/? [16:04<00:00,  1.81it/s]\nEpoch 0: |          | 1742/? [16:05<00:00,  1.81it/s]\nEpoch 0: |          | 1742/? [16:05<00:00,  1.81it/s]\nEpoch 0: |          | 1743/? [16:05<00:00,  1.81it/s]\nEpoch 0: |          | 1743/? [16:05<00:00,  1.81it/s]\nEpoch 0: |          | 1744/? [16:05<00:00,  1.81it/s]\nEpoch 0: |          | 1744/? [16:05<00:00,  1.81it/s]\nEpoch 0: |          | 1745/? [16:06<00:00,  1.81it/s]\nEpoch 0: |          | 1745/? [16:06<00:00,  1.81it/s]\nEpoch 0: |          | 1746/? [16:06<00:00,  1.81it/s]\nEpoch 0: |          | 1746/? [16:06<00:00,  1.81it/s]\nEpoch 0: |          | 1747/? [16:07<00:00,  1.81it/s]\nEpoch 0: |          | 1747/? [16:07<00:00,  1.81it/s]\nEpoch 0: |          | 1748/? [16:07<00:00,  1.81it/s]\nEpoch 0: |          | 1748/? [16:07<00:00,  1.81it/s]\nEpoch 0: |          | 1749/? [16:08<00:00,  1.81it/s]\nEpoch 0: |          | 1749/? [16:08<00:00,  1.81it/s]\nEpoch 0: |          | 1750/? [16:08<00:00,  1.81it/s]\nEpoch 0: |          | 1750/? [16:08<00:00,  1.81it/s]\nEpoch 0: |          | 1751/? [16:09<00:00,  1.81it/s]\nEpoch 0: |          | 1751/? [16:09<00:00,  1.81it/s]\nEpoch 0: |          | 1752/? [16:09<00:00,  1.81it/s]\nEpoch 0: |          | 1752/? [16:09<00:00,  1.81it/s]\nEpoch 0: |          | 1753/? [16:10<00:00,  1.81it/s]\nEpoch 0: |          | 1753/? [16:10<00:00,  1.81it/s]\nEpoch 0: |          | 1754/? [16:10<00:00,  1.81it/s]\nEpoch 0: |          | 1754/? [16:10<00:00,  1.81it/s]\nEpoch 0: |          | 1755/? [16:11<00:00,  1.81it/s]\nEpoch 0: |          | 1755/? [16:11<00:00,  1.81it/s]\nEpoch 0: |          | 1756/? [16:11<00:00,  1.81it/s]\nEpoch 0: |          | 1756/? [16:11<00:00,  1.81it/s]\nEpoch 0: |          | 1757/? [16:11<00:00,  1.81it/s]\nEpoch 0: |          | 1757/? [16:11<00:00,  1.81it/s]\nEpoch 0: |          | 1758/? [16:12<00:00,  1.81it/s]\nEpoch 0: |          | 1758/? [16:12<00:00,  1.81it/s]\nEpoch 0: |          | 1759/? [16:12<00:00,  1.81it/s]\nEpoch 0: |          | 1759/? [16:12<00:00,  1.81it/s]\nEpoch 0: |          | 1760/? [16:13<00:00,  1.81it/s]\nEpoch 0: |          | 1760/? [16:13<00:00,  1.81it/s]\nEpoch 0: |          | 1761/? [16:13<00:00,  1.81it/s]\nEpoch 0: |          | 1761/? [16:13<00:00,  1.81it/s]\nEpoch 0: |          | 1762/? [16:14<00:00,  1.81it/s]\nEpoch 0: |          | 1762/? [16:14<00:00,  1.81it/s]\nEpoch 0: |          | 1763/? [16:14<00:00,  1.81it/s]\nEpoch 0: |          | 1763/? [16:14<00:00,  1.81it/s]\nEpoch 0: |          | 1764/? [16:15<00:00,  1.81it/s]\nEpoch 0: |          | 1764/? [16:15<00:00,  1.81it/s]\nEpoch 0: |          | 1765/? [16:15<00:00,  1.81it/s]\nEpoch 0: |          | 1765/? [16:15<00:00,  1.81it/s]\nEpoch 0: |          | 1766/? [16:16<00:00,  1.81it/s]\nEpoch 0: |          | 1766/? [16:16<00:00,  1.81it/s]\nEpoch 0: |          | 1767/? [16:16<00:00,  1.81it/s]\nEpoch 0: |          | 1767/? [16:16<00:00,  1.81it/s]\nEpoch 0: |          | 1768/? [16:16<00:00,  1.81it/s]\nEpoch 0: |          | 1768/? [16:16<00:00,  1.81it/s]\nEpoch 0: |          | 1769/? [16:17<00:00,  1.81it/s]\nEpoch 0: |          | 1769/? [16:17<00:00,  1.81it/s]\nEpoch 0: |          | 1770/? [16:17<00:00,  1.81it/s]\nEpoch 0: |          | 1770/? [16:17<00:00,  1.81it/s]\nEpoch 0: |          | 1771/? [16:18<00:00,  1.81it/s]\nEpoch 0: |          | 1771/? [16:18<00:00,  1.81it/s]\nEpoch 0: |          | 1772/? [16:18<00:00,  1.81it/s]\nEpoch 0: |          | 1772/? [16:18<00:00,  1.81it/s]\nEpoch 0: |          | 1773/? [16:19<00:00,  1.81it/s]\nEpoch 0: |          | 1773/? [16:19<00:00,  1.81it/s]\nEpoch 0: |          | 1774/? [16:19<00:00,  1.81it/s]\nEpoch 0: |          | 1774/? [16:19<00:00,  1.81it/s]\nEpoch 0: |          | 1775/? [16:20<00:00,  1.81it/s]\nEpoch 0: |          | 1775/? [16:20<00:00,  1.81it/s]\nEpoch 0: |          | 1776/? [16:20<00:00,  1.81it/s]\nEpoch 0: |          | 1776/? [16:20<00:00,  1.81it/s]\nEpoch 0: |          | 1777/? [16:21<00:00,  1.81it/s]\nEpoch 0: |          | 1777/? [16:21<00:00,  1.81it/s]\nEpoch 0: |          | 1778/? [16:21<00:00,  1.81it/s]\nEpoch 0: |          | 1778/? [16:21<00:00,  1.81it/s]\nEpoch 0: |          | 1779/? [16:22<00:00,  1.81it/s]\nEpoch 0: |          | 1779/? [16:22<00:00,  1.81it/s]\nEpoch 0: |          | 1780/? [16:22<00:00,  1.81it/s]\nEpoch 0: |          | 1780/? [16:22<00:00,  1.81it/s]\nEpoch 0: |          | 1781/? [16:22<00:00,  1.81it/s]\nEpoch 0: |          | 1781/? [16:22<00:00,  1.81it/s]\nEpoch 0: |          | 1782/? [16:23<00:00,  1.81it/s]\nEpoch 0: |          | 1782/? [16:23<00:00,  1.81it/s]\nEpoch 0: |          | 1783/? [16:23<00:00,  1.81it/s]\nEpoch 0: |          | 1783/? [16:23<00:00,  1.81it/s]\nEpoch 0: |          | 1784/? [16:24<00:00,  1.81it/s]\nEpoch 0: |          | 1784/? [16:24<00:00,  1.81it/s]\nEpoch 0: |          | 1785/? [16:24<00:00,  1.81it/s]\nEpoch 0: |          | 1785/? [16:24<00:00,  1.81it/s]\nEpoch 0: |          | 1786/? [16:25<00:00,  1.81it/s]\nEpoch 0: |          | 1786/? [16:25<00:00,  1.81it/s]\nEpoch 0: |          | 1787/? [16:25<00:00,  1.81it/s]\nEpoch 0: |          | 1787/? [16:25<00:00,  1.81it/s]\nEpoch 0: |          | 1788/? [16:26<00:00,  1.81it/s]\nEpoch 0: |          | 1788/? [16:26<00:00,  1.81it/s]\nEpoch 0: |          | 1789/? [16:26<00:00,  1.81it/s]\nEpoch 0: |          | 1789/? [16:26<00:00,  1.81it/s]\nEpoch 0: |          | 1790/? [16:27<00:00,  1.81it/s]\nEpoch 0: |          | 1790/? [16:27<00:00,  1.81it/s]\nEpoch 0: |          | 1791/? [16:27<00:00,  1.81it/s]\nEpoch 0: |          | 1791/? [16:27<00:00,  1.81it/s]\nEpoch 0: |          | 1792/? [16:28<00:00,  1.81it/s]\nEpoch 0: |          | 1792/? [16:28<00:00,  1.81it/s]\nEpoch 0: |          | 1793/? [16:28<00:00,  1.81it/s]\nEpoch 0: |          | 1793/? [16:28<00:00,  1.81it/s]\nEpoch 0: |          | 1794/? [16:29<00:00,  1.81it/s]\nEpoch 0: |          | 1794/? [16:29<00:00,  1.81it/s]\nEpoch 0: |          | 1795/? [16:29<00:00,  1.81it/s]\nEpoch 0: |          | 1795/? [16:29<00:00,  1.81it/s]\nEpoch 0: |          | 1796/? [16:29<00:00,  1.81it/s]\nEpoch 0: |          | 1796/? [16:29<00:00,  1.81it/s]\nEpoch 0: |          | 1797/? [16:30<00:00,  1.81it/s]\nEpoch 0: |          | 1797/? [16:30<00:00,  1.81it/s]\nEpoch 0: |          | 1798/? [16:30<00:00,  1.81it/s]\nEpoch 0: |          | 1798/? [16:30<00:00,  1.81it/s]\nEpoch 0: |          | 1799/? [16:31<00:00,  1.81it/s]\nEpoch 0: |          | 1799/? [16:31<00:00,  1.81it/s]\nEpoch 0: |          | 1800/? [16:31<00:00,  1.81it/s]\nEpoch 0: |          | 1800/? [16:31<00:00,  1.81it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  3.22it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  3.03it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  3.06it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  2.97it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 1800/? [16:33<00:00,  1.81it/s]\nEpoch 0: |          | 1801/? [16:33<00:00,  1.81it/s]\nEpoch 0: |          | 1801/? [16:33<00:00,  1.81it/s]\nEpoch 0: |          | 1802/? [16:34<00:00,  1.81it/s]\nEpoch 0: |          | 1802/? [16:34<00:00,  1.81it/s]\nEpoch 0: |          | 1803/? [16:34<00:00,  1.81it/s]\nEpoch 0: |          | 1803/? [16:34<00:00,  1.81it/s]\nEpoch 0: |          | 1804/? [16:34<00:00,  1.81it/s]\nEpoch 0: |          | 1804/? [16:34<00:00,  1.81it/s]\nEpoch 0: |          | 1805/? [16:35<00:00,  1.81it/s]\nEpoch 0: |          | 1805/? [16:35<00:00,  1.81it/s]\nEpoch 0: |          | 1806/? [16:35<00:00,  1.81it/s]\nEpoch 0: |          | 1806/? [16:35<00:00,  1.81it/s]\nEpoch 0: |          | 1807/? [16:36<00:00,  1.81it/s]\nEpoch 0: |          | 1807/? [16:36<00:00,  1.81it/s]\nEpoch 0: |          | 1808/? [16:36<00:00,  1.81it/s]\nEpoch 0: |          | 1808/? [16:36<00:00,  1.81it/s]\nEpoch 0: |          | 1809/? [16:37<00:00,  1.81it/s]\nEpoch 0: |          | 1809/? [16:37<00:00,  1.81it/s]\nEpoch 0: |          | 1810/? [16:37<00:00,  1.81it/s]\nEpoch 0: |          | 1810/? [16:37<00:00,  1.81it/s]\nEpoch 0: |          | 1811/? [16:38<00:00,  1.81it/s]\nEpoch 0: |          | 1811/? [16:38<00:00,  1.81it/s]\nEpoch 0: |          | 1812/? [16:38<00:00,  1.81it/s]\nEpoch 0: |          | 1812/? [16:38<00:00,  1.81it/s]\nEpoch 0: |          | 1813/? [16:39<00:00,  1.81it/s]\nEpoch 0: |          | 1813/? [16:39<00:00,  1.81it/s]\nEpoch 0: |          | 1814/? [16:39<00:00,  1.81it/s]\nEpoch 0: |          | 1814/? [16:39<00:00,  1.81it/s]\nEpoch 0: |          | 1815/? [16:39<00:00,  1.82it/s]\nEpoch 0: |          | 1815/? [16:39<00:00,  1.82it/s]\nEpoch 0: |          | 1816/? [16:40<00:00,  1.82it/s]\nEpoch 0: |          | 1816/? [16:40<00:00,  1.82it/s]\nEpoch 0: |          | 1817/? [16:40<00:00,  1.82it/s]\nEpoch 0: |          | 1817/? [16:40<00:00,  1.82it/s]\nEpoch 0: |          | 1818/? [16:41<00:00,  1.82it/s]\nEpoch 0: |          | 1818/? [16:41<00:00,  1.82it/s]\nEpoch 0: |          | 1819/? [16:41<00:00,  1.82it/s]\nEpoch 0: |          | 1819/? [16:41<00:00,  1.82it/s]\nEpoch 0: |          | 1820/? [16:42<00:00,  1.82it/s]\nEpoch 0: |          | 1820/? [16:42<00:00,  1.82it/s]\nEpoch 0: |          | 1821/? [16:42<00:00,  1.82it/s]\nEpoch 0: |          | 1821/? [16:42<00:00,  1.82it/s]\nEpoch 0: |          | 1822/? [16:43<00:00,  1.82it/s]\nEpoch 0: |          | 1822/? [16:43<00:00,  1.82it/s]\nEpoch 0: |          | 1823/? [16:43<00:00,  1.82it/s]\nEpoch 0: |          | 1823/? [16:43<00:00,  1.82it/s]\nEpoch 0: |          | 1824/? [16:44<00:00,  1.82it/s]\nEpoch 0: |          | 1824/? [16:44<00:00,  1.82it/s]\nEpoch 0: |          | 1825/? [16:44<00:00,  1.82it/s]\nEpoch 0: |          | 1825/? [16:44<00:00,  1.82it/s]\nEpoch 0: |          | 1826/? [16:44<00:00,  1.82it/s]\nEpoch 0: |          | 1826/? [16:44<00:00,  1.82it/s]\nEpoch 0: |          | 1827/? [16:45<00:00,  1.82it/s]\nEpoch 0: |          | 1827/? [16:45<00:00,  1.82it/s]\nEpoch 0: |          | 1828/? [16:45<00:00,  1.82it/s]\nEpoch 0: |          | 1828/? [16:45<00:00,  1.82it/s]\nEpoch 0: |          | 1829/? [16:46<00:00,  1.82it/s]\nEpoch 0: |          | 1829/? [16:46<00:00,  1.82it/s]\nEpoch 0: |          | 1830/? [16:46<00:00,  1.82it/s]\nEpoch 0: |          | 1830/? [16:46<00:00,  1.82it/s]\nEpoch 0: |          | 1831/? [16:47<00:00,  1.82it/s]\nEpoch 0: |          | 1831/? [16:47<00:00,  1.82it/s]\nEpoch 0: |          | 1832/? [16:47<00:00,  1.82it/s]\nEpoch 0: |          | 1832/? [16:47<00:00,  1.82it/s]\nEpoch 0: |          | 1833/? [16:48<00:00,  1.82it/s]\nEpoch 0: |          | 1833/? [16:48<00:00,  1.82it/s]\nEpoch 0: |          | 1834/? [16:48<00:00,  1.82it/s]\nEpoch 0: |          | 1834/? [16:48<00:00,  1.82it/s]\nEpoch 0: |          | 1835/? [16:49<00:00,  1.82it/s]\nEpoch 0: |          | 1835/? [16:49<00:00,  1.82it/s]\nEpoch 0: |          | 1836/? [16:49<00:00,  1.82it/s]\nEpoch 0: |          | 1836/? [16:49<00:00,  1.82it/s]\nEpoch 0: |          | 1837/? [16:49<00:00,  1.82it/s]\nEpoch 0: |          | 1837/? [16:49<00:00,  1.82it/s]\nEpoch 0: |          | 1838/? [16:50<00:00,  1.82it/s]\nEpoch 0: |          | 1838/? [16:50<00:00,  1.82it/s]\nEpoch 0: |          | 1839/? [16:50<00:00,  1.82it/s]\nEpoch 0: |          | 1839/? [16:50<00:00,  1.82it/s]\nEpoch 0: |          | 1840/? [16:51<00:00,  1.82it/s]\nEpoch 0: |          | 1840/? [16:51<00:00,  1.82it/s]\nEpoch 0: |          | 1841/? [16:51<00:00,  1.82it/s]\nEpoch 0: |          | 1841/? [16:51<00:00,  1.82it/s]\nEpoch 0: |          | 1842/? [16:52<00:00,  1.82it/s]\nEpoch 0: |          | 1842/? [16:52<00:00,  1.82it/s]\nEpoch 0: |          | 1843/? [16:52<00:00,  1.82it/s]\nEpoch 0: |          | 1843/? [16:52<00:00,  1.82it/s]\nEpoch 0: |          | 1844/? [16:53<00:00,  1.82it/s]\nEpoch 0: |          | 1844/? [16:53<00:00,  1.82it/s]\nEpoch 0: |          | 1845/? [16:53<00:00,  1.82it/s]\nEpoch 0: |          | 1845/? [16:53<00:00,  1.82it/s]\nEpoch 0: |          | 1846/? [16:54<00:00,  1.82it/s]\nEpoch 0: |          | 1846/? [16:54<00:00,  1.82it/s]\nEpoch 0: |          | 1847/? [16:54<00:00,  1.82it/s]\nEpoch 0: |          | 1847/? [16:54<00:00,  1.82it/s]\nEpoch 0: |          | 1848/? [16:54<00:00,  1.82it/s]\nEpoch 0: |          | 1848/? [16:54<00:00,  1.82it/s]\nEpoch 0: |          | 1849/? [16:55<00:00,  1.82it/s]\nEpoch 0: |          | 1849/? [16:55<00:00,  1.82it/s]\nEpoch 0: |          | 1850/? [16:55<00:00,  1.82it/s]\nEpoch 0: |          | 1850/? [16:55<00:00,  1.82it/s]\nEpoch 0: |          | 1851/? [16:56<00:00,  1.82it/s]\nEpoch 0: |          | 1851/? [16:56<00:00,  1.82it/s]\nEpoch 0: |          | 1852/? [16:56<00:00,  1.82it/s]\nEpoch 0: |          | 1852/? [16:56<00:00,  1.82it/s]\nEpoch 0: |          | 1853/? [16:57<00:00,  1.82it/s]\nEpoch 0: |          | 1853/? [16:57<00:00,  1.82it/s]\nEpoch 0: |          | 1854/? [16:57<00:00,  1.82it/s]\nEpoch 0: |          | 1854/? [16:57<00:00,  1.82it/s]\nEpoch 0: |          | 1855/? [16:58<00:00,  1.82it/s]\nEpoch 0: |          | 1855/? [16:58<00:00,  1.82it/s]\nEpoch 0: |          | 1856/? [16:58<00:00,  1.82it/s]\nEpoch 0: |          | 1856/? [16:58<00:00,  1.82it/s]\nEpoch 0: |          | 1857/? [16:59<00:00,  1.82it/s]\nEpoch 0: |          | 1857/? [16:59<00:00,  1.82it/s]\nEpoch 0: |          | 1858/? [16:59<00:00,  1.82it/s]\nEpoch 0: |          | 1858/? [16:59<00:00,  1.82it/s]\nEpoch 0: |          | 1859/? [17:00<00:00,  1.82it/s]\nEpoch 0: |          | 1859/? [17:00<00:00,  1.82it/s]\nEpoch 0: |          | 1860/? [17:00<00:00,  1.82it/s]\nEpoch 0: |          | 1860/? [17:00<00:00,  1.82it/s]\nEpoch 0: |          | 1861/? [17:01<00:00,  1.82it/s]\nEpoch 0: |          | 1861/? [17:01<00:00,  1.82it/s]\nEpoch 0: |          | 1862/? [17:01<00:00,  1.82it/s]\nEpoch 0: |          | 1862/? [17:01<00:00,  1.82it/s]\nEpoch 0: |          | 1863/? [17:01<00:00,  1.82it/s]\nEpoch 0: |          | 1863/? [17:01<00:00,  1.82it/s]\nEpoch 0: |          | 1864/? [17:02<00:00,  1.82it/s]\nEpoch 0: |          | 1864/? [17:02<00:00,  1.82it/s]\nEpoch 0: |          | 1865/? [17:02<00:00,  1.82it/s]\nEpoch 0: |          | 1865/? [17:02<00:00,  1.82it/s]\nEpoch 0: |          | 1866/? [17:03<00:00,  1.82it/s]\nEpoch 0: |          | 1866/? [17:03<00:00,  1.82it/s]\nEpoch 0: |          | 1867/? [17:03<00:00,  1.82it/s]\nEpoch 0: |          | 1867/? [17:03<00:00,  1.82it/s]\nEpoch 0: |          | 1868/? [17:04<00:00,  1.82it/s]\nEpoch 0: |          | 1868/? [17:04<00:00,  1.82it/s]\nEpoch 0: |          | 1869/? [17:04<00:00,  1.82it/s]\nEpoch 0: |          | 1869/? [17:04<00:00,  1.82it/s]\nEpoch 0: |          | 1870/? [17:05<00:00,  1.82it/s]\nEpoch 0: |          | 1870/? [17:05<00:00,  1.82it/s]\nEpoch 0: |          | 1871/? [17:05<00:00,  1.82it/s]\nEpoch 0: |          | 1871/? [17:05<00:00,  1.82it/s]\nEpoch 0: |          | 1872/? [17:06<00:00,  1.82it/s]\nEpoch 0: |          | 1872/? [17:06<00:00,  1.82it/s]\nEpoch 0: |          | 1873/? [17:06<00:00,  1.82it/s]\nEpoch 0: |          | 1873/? [17:06<00:00,  1.82it/s]\nEpoch 0: |          | 1874/? [17:07<00:00,  1.82it/s]\nEpoch 0: |          | 1874/? [17:07<00:00,  1.82it/s]\nEpoch 0: |          | 1875/? [17:07<00:00,  1.82it/s]\nEpoch 0: |          | 1875/? [17:07<00:00,  1.82it/s]\nEpoch 0: |          | 1876/? [17:07<00:00,  1.82it/s]\nEpoch 0: |          | 1876/? [17:07<00:00,  1.82it/s]\nEpoch 0: |          | 1877/? [17:08<00:00,  1.83it/s]\nEpoch 0: |          | 1877/? [17:08<00:00,  1.83it/s]\nEpoch 0: |          | 1878/? [17:08<00:00,  1.83it/s]\nEpoch 0: |          | 1878/? [17:08<00:00,  1.83it/s]\nEpoch 0: |          | 1879/? [17:09<00:00,  1.83it/s]\nEpoch 0: |          | 1879/? [17:09<00:00,  1.83it/s]\nEpoch 0: |          | 1880/? [17:09<00:00,  1.83it/s]\nEpoch 0: |          | 1880/? [17:09<00:00,  1.83it/s]\nEpoch 0: |          | 1881/? [17:10<00:00,  1.83it/s]\nEpoch 0: |          | 1881/? [17:10<00:00,  1.83it/s]\nEpoch 0: |          | 1882/? [17:10<00:00,  1.83it/s]\nEpoch 0: |          | 1882/? [17:10<00:00,  1.83it/s]\nEpoch 0: |          | 1883/? [17:11<00:00,  1.83it/s]\nEpoch 0: |          | 1883/? [17:11<00:00,  1.83it/s]\nEpoch 0: |          | 1884/? [17:11<00:00,  1.83it/s]\nEpoch 0: |          | 1884/? [17:11<00:00,  1.83it/s]\nEpoch 0: |          | 1885/? [17:12<00:00,  1.83it/s]\nEpoch 0: |          | 1885/? [17:12<00:00,  1.83it/s]\nEpoch 0: |          | 1886/? [17:12<00:00,  1.83it/s]\nEpoch 0: |          | 1886/? [17:12<00:00,  1.83it/s]\nEpoch 0: |          | 1887/? [17:12<00:00,  1.83it/s]\nEpoch 0: |          | 1887/? [17:12<00:00,  1.83it/s]\nEpoch 0: |          | 1888/? [17:13<00:00,  1.83it/s]\nEpoch 0: |          | 1888/? [17:13<00:00,  1.83it/s]\nEpoch 0: |          | 1889/? [17:13<00:00,  1.83it/s]\nEpoch 0: |          | 1889/? [17:13<00:00,  1.83it/s]\nEpoch 0: |          | 1890/? [17:14<00:00,  1.83it/s]\nEpoch 0: |          | 1890/? [17:14<00:00,  1.83it/s]\nEpoch 0: |          | 1891/? [17:14<00:00,  1.83it/s]\nEpoch 0: |          | 1891/? [17:14<00:00,  1.83it/s]\nEpoch 0: |          | 1892/? [17:15<00:00,  1.83it/s]\nEpoch 0: |          | 1892/? [17:15<00:00,  1.83it/s]\nEpoch 0: |          | 1893/? [17:15<00:00,  1.83it/s]\nEpoch 0: |          | 1893/? [17:15<00:00,  1.83it/s]\nEpoch 0: |          | 1894/? [17:16<00:00,  1.83it/s]\nEpoch 0: |          | 1894/? [17:16<00:00,  1.83it/s]\nEpoch 0: |          | 1895/? [17:16<00:00,  1.83it/s]\nEpoch 0: |          | 1895/? [17:16<00:00,  1.83it/s]\nEpoch 0: |          | 1896/? [17:17<00:00,  1.83it/s]\nEpoch 0: |          | 1896/? [17:17<00:00,  1.83it/s]\nEpoch 0: |          | 1897/? [17:17<00:00,  1.83it/s]\nEpoch 0: |          | 1897/? [17:17<00:00,  1.83it/s]\nEpoch 0: |          | 1898/? [17:17<00:00,  1.83it/s]\nEpoch 0: |          | 1898/? [17:17<00:00,  1.83it/s]\nEpoch 0: |          | 1899/? [17:18<00:00,  1.83it/s]\nEpoch 0: |          | 1899/? [17:18<00:00,  1.83it/s]\nEpoch 0: |          | 1900/? [17:18<00:00,  1.83it/s]\nEpoch 0: |          | 1900/? [17:18<00:00,  1.83it/s]\nEpoch 0: |          | 1901/? [17:19<00:00,  1.83it/s]\nEpoch 0: |          | 1901/? [17:19<00:00,  1.83it/s]\nEpoch 0: |          | 1902/? [17:19<00:00,  1.83it/s]\nEpoch 0: |          | 1902/? [17:19<00:00,  1.83it/s]\nEpoch 0: |          | 1903/? [17:20<00:00,  1.83it/s]\nEpoch 0: |          | 1903/? [17:20<00:00,  1.83it/s]\nEpoch 0: |          | 1904/? [17:20<00:00,  1.83it/s]\nEpoch 0: |          | 1904/? [17:20<00:00,  1.83it/s]\nEpoch 0: |          | 1905/? [17:21<00:00,  1.83it/s]\nEpoch 0: |          | 1905/? [17:21<00:00,  1.83it/s]\nEpoch 0: |          | 1906/? [17:21<00:00,  1.83it/s]\nEpoch 0: |          | 1906/? [17:21<00:00,  1.83it/s]\nEpoch 0: |          | 1907/? [17:22<00:00,  1.83it/s]\nEpoch 0: |          | 1907/? [17:22<00:00,  1.83it/s]\nEpoch 0: |          | 1908/? [17:22<00:00,  1.83it/s]\nEpoch 0: |          | 1908/? [17:22<00:00,  1.83it/s]\nEpoch 0: |          | 1909/? [17:22<00:00,  1.83it/s]\nEpoch 0: |          | 1909/? [17:22<00:00,  1.83it/s]\nEpoch 0: |          | 1910/? [17:23<00:00,  1.83it/s]\nEpoch 0: |          | 1910/? [17:23<00:00,  1.83it/s]\nEpoch 0: |          | 1911/? [17:23<00:00,  1.83it/s]\nEpoch 0: |          | 1911/? [17:23<00:00,  1.83it/s]\nEpoch 0: |          | 1912/? [17:24<00:00,  1.83it/s]\nEpoch 0: |          | 1912/? [17:24<00:00,  1.83it/s]\nEpoch 0: |          | 1913/? [17:24<00:00,  1.83it/s]\nEpoch 0: |          | 1913/? [17:24<00:00,  1.83it/s]\nEpoch 0: |          | 1914/? [17:25<00:00,  1.83it/s]\nEpoch 0: |          | 1914/? [17:25<00:00,  1.83it/s]\nEpoch 0: |          | 1915/? [17:25<00:00,  1.83it/s]\nEpoch 0: |          | 1915/? [17:25<00:00,  1.83it/s]\nEpoch 0: |          | 1916/? [17:26<00:00,  1.83it/s]\nEpoch 0: |          | 1916/? [17:26<00:00,  1.83it/s]\nEpoch 0: |          | 1917/? [17:26<00:00,  1.83it/s]\nEpoch 0: |          | 1917/? [17:26<00:00,  1.83it/s]\nEpoch 0: |          | 1918/? [17:27<00:00,  1.83it/s]\nEpoch 0: |          | 1918/? [17:27<00:00,  1.83it/s]\nEpoch 0: |          | 1919/? [17:27<00:00,  1.83it/s]\nEpoch 0: |          | 1919/? [17:27<00:00,  1.83it/s]\nEpoch 0: |          | 1920/? [17:27<00:00,  1.83it/s]\nEpoch 0: |          | 1920/? [17:27<00:00,  1.83it/s]\nEpoch 0: |          | 1921/? [17:28<00:00,  1.83it/s]\nEpoch 0: |          | 1921/? [17:28<00:00,  1.83it/s]\nEpoch 0: |          | 1922/? [17:28<00:00,  1.83it/s]\nEpoch 0: |          | 1922/? [17:28<00:00,  1.83it/s]\nEpoch 0: |          | 1923/? [17:29<00:00,  1.83it/s]\nEpoch 0: |          | 1923/? [17:29<00:00,  1.83it/s]\nEpoch 0: |          | 1924/? [17:29<00:00,  1.83it/s]\nEpoch 0: |          | 1924/? [17:29<00:00,  1.83it/s]\nEpoch 0: |          | 1925/? [17:30<00:00,  1.83it/s]\nEpoch 0: |          | 1925/? [17:30<00:00,  1.83it/s]\nEpoch 0: |          | 1926/? [17:30<00:00,  1.83it/s]\nEpoch 0: |          | 1926/? [17:30<00:00,  1.83it/s]\nEpoch 0: |          | 1927/? [17:31<00:00,  1.83it/s]\nEpoch 0: |          | 1927/? [17:31<00:00,  1.83it/s]\nEpoch 0: |          | 1928/? [17:31<00:00,  1.83it/s]\nEpoch 0: |          | 1928/? [17:31<00:00,  1.83it/s]\nEpoch 0: |          | 1929/? [17:32<00:00,  1.83it/s]\nEpoch 0: |          | 1929/? [17:32<00:00,  1.83it/s]\nEpoch 0: |          | 1930/? [17:32<00:00,  1.83it/s]\nEpoch 0: |          | 1930/? [17:32<00:00,  1.83it/s]\nEpoch 0: |          | 1931/? [17:32<00:00,  1.83it/s]\nEpoch 0: |          | 1931/? [17:32<00:00,  1.83it/s]\nEpoch 0: |          | 1932/? [17:33<00:00,  1.83it/s]\nEpoch 0: |          | 1932/? [17:33<00:00,  1.83it/s]\nEpoch 0: |          | 1933/? [17:33<00:00,  1.83it/s]\nEpoch 0: |          | 1933/? [17:33<00:00,  1.83it/s]\nEpoch 0: |          | 1934/? [17:34<00:00,  1.83it/s]\nEpoch 0: |          | 1934/? [17:34<00:00,  1.83it/s]\nEpoch 0: |          | 1935/? [17:34<00:00,  1.83it/s]\nEpoch 0: |          | 1935/? [17:34<00:00,  1.83it/s]\nEpoch 0: |          | 1936/? [17:35<00:00,  1.83it/s]\nEpoch 0: |          | 1936/? [17:35<00:00,  1.83it/s]\nEpoch 0: |          | 1937/? [17:35<00:00,  1.83it/s]\nEpoch 0: |          | 1937/? [17:35<00:00,  1.83it/s]\nEpoch 0: |          | 1938/? [17:36<00:00,  1.84it/s]\nEpoch 0: |          | 1938/? [17:36<00:00,  1.84it/s]\nEpoch 0: |          | 1939/? [17:36<00:00,  1.84it/s]\nEpoch 0: |          | 1939/? [17:36<00:00,  1.84it/s]\nEpoch 0: |          | 1940/? [17:37<00:00,  1.84it/s]\nEpoch 0: |          | 1940/? [17:37<00:00,  1.84it/s]\nEpoch 0: |          | 1941/? [17:37<00:00,  1.84it/s]\nEpoch 0: |          | 1941/? [17:37<00:00,  1.84it/s]\nEpoch 0: |          | 1942/? [17:37<00:00,  1.84it/s]\nEpoch 0: |          | 1942/? [17:37<00:00,  1.84it/s]\nEpoch 0: |          | 1943/? [17:38<00:00,  1.84it/s]\nEpoch 0: |          | 1943/? [17:38<00:00,  1.84it/s]\nEpoch 0: |          | 1944/? [17:38<00:00,  1.84it/s]\nEpoch 0: |          | 1944/? [17:38<00:00,  1.84it/s]\nEpoch 0: |          | 1945/? [17:39<00:00,  1.84it/s]\nEpoch 0: |          | 1945/? [17:39<00:00,  1.84it/s]\nEpoch 0: |          | 1946/? [17:39<00:00,  1.84it/s]\nEpoch 0: |          | 1946/? [17:39<00:00,  1.84it/s]\nEpoch 0: |          | 1947/? [17:40<00:00,  1.84it/s]\nEpoch 0: |          | 1947/? [17:40<00:00,  1.84it/s]\nEpoch 0: |          | 1948/? [17:40<00:00,  1.84it/s]\nEpoch 0: |          | 1948/? [17:40<00:00,  1.84it/s]\nEpoch 0: |          | 1949/? [17:41<00:00,  1.84it/s]\nEpoch 0: |          | 1949/? [17:41<00:00,  1.84it/s]\nEpoch 0: |          | 1950/? [17:41<00:00,  1.84it/s]\nEpoch 0: |          | 1950/? [17:41<00:00,  1.84it/s]\nEpoch 0: |          | 1951/? [17:42<00:00,  1.84it/s]\nEpoch 0: |          | 1951/? [17:42<00:00,  1.84it/s]\nEpoch 0: |          | 1952/? [17:42<00:00,  1.84it/s]\nEpoch 0: |          | 1952/? [17:42<00:00,  1.84it/s]\nEpoch 0: |          | 1953/? [17:42<00:00,  1.84it/s]\nEpoch 0: |          | 1953/? [17:42<00:00,  1.84it/s]\nEpoch 0: |          | 1954/? [17:43<00:00,  1.84it/s]\nEpoch 0: |          | 1954/? [17:43<00:00,  1.84it/s]\nEpoch 0: |          | 1955/? [17:43<00:00,  1.84it/s]\nEpoch 0: |          | 1955/? [17:43<00:00,  1.84it/s]\nEpoch 0: |          | 1956/? [17:44<00:00,  1.84it/s]\nEpoch 0: |          | 1956/? [17:44<00:00,  1.84it/s]\nEpoch 0: |          | 1957/? [17:44<00:00,  1.84it/s]\nEpoch 0: |          | 1957/? [17:44<00:00,  1.84it/s]\nEpoch 0: |          | 1958/? [17:45<00:00,  1.84it/s]\nEpoch 0: |          | 1958/? [17:45<00:00,  1.84it/s]\nEpoch 0: |          | 1959/? [17:45<00:00,  1.84it/s]\nEpoch 0: |          | 1959/? [17:45<00:00,  1.84it/s]\nEpoch 0: |          | 1960/? [17:46<00:00,  1.84it/s]\nEpoch 0: |          | 1960/? [17:46<00:00,  1.84it/s]\nEpoch 0: |          | 1961/? [17:46<00:00,  1.84it/s]\nEpoch 0: |          | 1961/? [17:46<00:00,  1.84it/s]\nEpoch 0: |          | 1962/? [17:47<00:00,  1.84it/s]\nEpoch 0: |          | 1962/? [17:47<00:00,  1.84it/s]\nEpoch 0: |          | 1963/? [17:47<00:00,  1.84it/s]\nEpoch 0: |          | 1963/? [17:47<00:00,  1.84it/s]\nEpoch 0: |          | 1964/? [17:48<00:00,  1.84it/s]\nEpoch 0: |          | 1964/? [17:48<00:00,  1.84it/s]\nEpoch 0: |          | 1965/? [17:48<00:00,  1.84it/s]\nEpoch 0: |          | 1965/? [17:48<00:00,  1.84it/s]\nEpoch 0: |          | 1966/? [17:48<00:00,  1.84it/s]\nEpoch 0: |          | 1966/? [17:48<00:00,  1.84it/s]\nEpoch 0: |          | 1967/? [17:49<00:00,  1.84it/s]\nEpoch 0: |          | 1967/? [17:49<00:00,  1.84it/s]\nEpoch 0: |          | 1968/? [17:49<00:00,  1.84it/s]\nEpoch 0: |          | 1968/? [17:49<00:00,  1.84it/s]\nEpoch 0: |          | 1969/? [17:50<00:00,  1.84it/s]\nEpoch 0: |          | 1969/? [17:50<00:00,  1.84it/s]\nEpoch 0: |          | 1970/? [17:50<00:00,  1.84it/s]\nEpoch 0: |          | 1970/? [17:50<00:00,  1.84it/s]\nEpoch 0: |          | 1971/? [17:51<00:00,  1.84it/s]\nEpoch 0: |          | 1971/? [17:51<00:00,  1.84it/s]\nEpoch 0: |          | 1972/? [17:51<00:00,  1.84it/s]\nEpoch 0: |          | 1972/? [17:51<00:00,  1.84it/s]\nEpoch 0: |          | 1973/? [17:52<00:00,  1.84it/s]\nEpoch 0: |          | 1973/? [17:52<00:00,  1.84it/s]\nEpoch 0: |          | 1974/? [17:52<00:00,  1.84it/s]\nEpoch 0: |          | 1974/? [17:52<00:00,  1.84it/s]\nEpoch 0: |          | 1975/? [17:53<00:00,  1.84it/s]\nEpoch 0: |          | 1975/? [17:53<00:00,  1.84it/s]\nEpoch 0: |          | 1976/? [17:53<00:00,  1.84it/s]\nEpoch 0: |          | 1976/? [17:53<00:00,  1.84it/s]\nEpoch 0: |          | 1977/? [17:54<00:00,  1.84it/s]\nEpoch 0: |          | 1977/? [17:54<00:00,  1.84it/s]\nEpoch 0: |          | 1978/? [17:54<00:00,  1.84it/s]\nEpoch 0: |          | 1978/? [17:54<00:00,  1.84it/s]\nEpoch 0: |          | 1979/? [17:54<00:00,  1.84it/s]\nEpoch 0: |          | 1979/? [17:54<00:00,  1.84it/s]\nEpoch 0: |          | 1980/? [17:55<00:00,  1.84it/s]\nEpoch 0: |          | 1980/? [17:55<00:00,  1.84it/s]\nEpoch 0: |          | 1981/? [17:55<00:00,  1.84it/s]\nEpoch 0: |          | 1981/? [17:55<00:00,  1.84it/s]\nEpoch 0: |          | 1982/? [17:56<00:00,  1.84it/s]\nEpoch 0: |          | 1982/? [17:56<00:00,  1.84it/s]\nEpoch 0: |          | 1983/? [17:56<00:00,  1.84it/s]\nEpoch 0: |          | 1983/? [17:56<00:00,  1.84it/s]\nEpoch 0: |          | 1984/? [17:57<00:00,  1.84it/s]\nEpoch 0: |          | 1984/? [17:57<00:00,  1.84it/s]\nEpoch 0: |          | 1985/? [17:57<00:00,  1.84it/s]\nEpoch 0: |          | 1985/? [17:57<00:00,  1.84it/s]\nEpoch 0: |          | 1986/? [17:58<00:00,  1.84it/s]\nEpoch 0: |          | 1986/? [17:58<00:00,  1.84it/s]\nEpoch 0: |          | 1987/? [17:58<00:00,  1.84it/s]\nEpoch 0: |          | 1987/? [17:58<00:00,  1.84it/s]\nEpoch 0: |          | 1988/? [17:59<00:00,  1.84it/s]\nEpoch 0: |          | 1988/? [17:59<00:00,  1.84it/s]\nEpoch 0: |          | 1989/? [17:59<00:00,  1.84it/s]\nEpoch 0: |          | 1989/? [17:59<00:00,  1.84it/s]\nEpoch 0: |          | 1990/? [17:59<00:00,  1.84it/s]\nEpoch 0: |          | 1990/? [17:59<00:00,  1.84it/s]\nEpoch 0: |          | 1991/? [18:00<00:00,  1.84it/s]\nEpoch 0: |          | 1991/? [18:00<00:00,  1.84it/s]\nEpoch 0: |          | 1992/? [18:00<00:00,  1.84it/s]\nEpoch 0: |          | 1992/? [18:00<00:00,  1.84it/s]\nEpoch 0: |          | 1993/? [18:01<00:00,  1.84it/s]\nEpoch 0: |          | 1993/? [18:01<00:00,  1.84it/s]\nEpoch 0: |          | 1994/? [18:01<00:00,  1.84it/s]\nEpoch 0: |          | 1994/? [18:01<00:00,  1.84it/s]\nEpoch 0: |          | 1995/? [18:02<00:00,  1.84it/s]\nEpoch 0: |          | 1995/? [18:02<00:00,  1.84it/s]\nEpoch 0: |          | 1996/? [18:02<00:00,  1.84it/s]\nEpoch 0: |          | 1996/? [18:02<00:00,  1.84it/s]\nEpoch 0: |          | 1997/? [18:03<00:00,  1.84it/s]\nEpoch 0: |          | 1997/? [18:03<00:00,  1.84it/s]\nEpoch 0: |          | 1998/? [18:03<00:00,  1.84it/s]\nEpoch 0: |          | 1998/? [18:03<00:00,  1.84it/s]\nEpoch 0: |          | 1999/? [18:04<00:00,  1.84it/s]\nEpoch 0: |          | 1999/? [18:04<00:00,  1.84it/s]\nEpoch 0: |          | 2000/? [18:04<00:00,  1.84it/s]\nEpoch 0: |          | 2000/? [18:04<00:00,  1.84it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  3.09it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  2.87it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:01<00:00,  2.89it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  2.81it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 2000/? [18:06<00:00,  1.84it/s]\nEpoch 0: |          | 2001/? [18:06<00:00,  1.84it/s]\nEpoch 0: |          | 2001/? [18:06<00:00,  1.84it/s]\nEpoch 0: |          | 2002/? [18:06<00:00,  1.84it/s]\nEpoch 0: |          | 2002/? [18:06<00:00,  1.84it/s]\nEpoch 0: |          | 2003/? [18:07<00:00,  1.84it/s]\nEpoch 0: |          | 2003/? [18:07<00:00,  1.84it/s]\nEpoch 0: |          | 2004/? [18:07<00:00,  1.84it/s]\nEpoch 0: |          | 2004/? [18:07<00:00,  1.84it/s]\nEpoch 0: |          | 2005/? [18:08<00:00,  1.84it/s]\nEpoch 0: |          | 2005/? [18:08<00:00,  1.84it/s]\nEpoch 0: |          | 2006/? [18:08<00:00,  1.84it/s]\nEpoch 0: |          | 2006/? [18:08<00:00,  1.84it/s]\nEpoch 0: |          | 2007/? [18:09<00:00,  1.84it/s]\nEpoch 0: |          | 2007/? [18:09<00:00,  1.84it/s]\nEpoch 0: |          | 2008/? [18:09<00:00,  1.84it/s]\nEpoch 0: |          | 2008/? [18:09<00:00,  1.84it/s]\nEpoch 0: |          | 2009/? [18:10<00:00,  1.84it/s]\nEpoch 0: |          | 2009/? [18:10<00:00,  1.84it/s]\nEpoch 0: |          | 2010/? [18:10<00:00,  1.84it/s]\nEpoch 0: |          | 2010/? [18:10<00:00,  1.84it/s]\nEpoch 0: |          | 2011/? [18:11<00:00,  1.84it/s]\nEpoch 0: |          | 2011/? [18:11<00:00,  1.84it/s]\nEpoch 0: |          | 2012/? [18:11<00:00,  1.84it/s]\nEpoch 0: |          | 2012/? [18:11<00:00,  1.84it/s]\nEpoch 0: |          | 2013/? [18:11<00:00,  1.84it/s]\nEpoch 0: |          | 2013/? [18:11<00:00,  1.84it/s]\nEpoch 0: |          | 2014/? [18:12<00:00,  1.84it/s]\nEpoch 0: |          | 2014/? [18:12<00:00,  1.84it/s]\nEpoch 0: |          | 2015/? [18:12<00:00,  1.84it/s]\nEpoch 0: |          | 2015/? [18:12<00:00,  1.84it/s]\nEpoch 0: |          | 2016/? [18:13<00:00,  1.84it/s]\nEpoch 0: |          | 2016/? [18:13<00:00,  1.84it/s]\nEpoch 0: |          | 2017/? [18:13<00:00,  1.84it/s]\nEpoch 0: |          | 2017/? [18:13<00:00,  1.84it/s]\nEpoch 0: |          | 2018/? [18:14<00:00,  1.84it/s]\nEpoch 0: |          | 2018/? [18:14<00:00,  1.84it/s]\nEpoch 0: |          | 2019/? [18:14<00:00,  1.84it/s]\nEpoch 0: |          | 2019/? [18:14<00:00,  1.84it/s]\nEpoch 0: |          | 2020/? [18:15<00:00,  1.84it/s]\nEpoch 0: |          | 2020/? [18:15<00:00,  1.84it/s]\nEpoch 0: |          | 2021/? [18:15<00:00,  1.84it/s]\nEpoch 0: |          | 2021/? [18:15<00:00,  1.84it/s]\nEpoch 0: |          | 2022/? [18:16<00:00,  1.84it/s]\nEpoch 0: |          | 2022/? [18:16<00:00,  1.84it/s]\nEpoch 0: |          | 2023/? [18:16<00:00,  1.84it/s]\nEpoch 0: |          | 2023/? [18:16<00:00,  1.84it/s]\nEpoch 0: |          | 2024/? [18:16<00:00,  1.85it/s]\nEpoch 0: |          | 2024/? [18:16<00:00,  1.85it/s]\nEpoch 0: |          | 2025/? [18:17<00:00,  1.85it/s]\nEpoch 0: |          | 2025/? [18:17<00:00,  1.85it/s]\nEpoch 0: |          | 2026/? [18:17<00:00,  1.85it/s]\nEpoch 0: |          | 2026/? [18:17<00:00,  1.85it/s]\nEpoch 0: |          | 2027/? [18:18<00:00,  1.85it/s]\nEpoch 0: |          | 2027/? [18:18<00:00,  1.85it/s]\nEpoch 0: |          | 2028/? [18:18<00:00,  1.85it/s]\nEpoch 0: |          | 2028/? [18:18<00:00,  1.85it/s]\nEpoch 0: |          | 2029/? [18:19<00:00,  1.85it/s]\nEpoch 0: |          | 2029/? [18:19<00:00,  1.85it/s]\nEpoch 0: |          | 2030/? [18:19<00:00,  1.85it/s]\nEpoch 0: |          | 2030/? [18:19<00:00,  1.85it/s]\nEpoch 0: |          | 2031/? [18:20<00:00,  1.85it/s]\nEpoch 0: |          | 2031/? [18:20<00:00,  1.85it/s]\nEpoch 0: |          | 2032/? [18:20<00:00,  1.85it/s]\nEpoch 0: |          | 2032/? [18:20<00:00,  1.85it/s]\nEpoch 0: |          | 2033/? [18:21<00:00,  1.85it/s]\nEpoch 0: |          | 2033/? [18:21<00:00,  1.85it/s]\nEpoch 0: |          | 2034/? [18:21<00:00,  1.85it/s]\nEpoch 0: |          | 2034/? [18:21<00:00,  1.85it/s]\nEpoch 0: |          | 2035/? [18:22<00:00,  1.85it/s]\nEpoch 0: |          | 2035/? [18:22<00:00,  1.85it/s]\nEpoch 0: |          | 2036/? [18:22<00:00,  1.85it/s]\nEpoch 0: |          | 2036/? [18:22<00:00,  1.85it/s]\nEpoch 0: |          | 2037/? [18:22<00:00,  1.85it/s]\nEpoch 0: |          | 2037/? [18:22<00:00,  1.85it/s]\nEpoch 0: |          | 2038/? [18:23<00:00,  1.85it/s]\nEpoch 0: |          | 2038/? [18:23<00:00,  1.85it/s]\nEpoch 0: |          | 2039/? [18:23<00:00,  1.85it/s]\nEpoch 0: |          | 2039/? [18:23<00:00,  1.85it/s]\nEpoch 0: |          | 2040/? [18:24<00:00,  1.85it/s]\nEpoch 0: |          | 2040/? [18:24<00:00,  1.85it/s]\nEpoch 0: |          | 2041/? [18:24<00:00,  1.85it/s]\nEpoch 0: |          | 2041/? [18:24<00:00,  1.85it/s]\nEpoch 0: |          | 2042/? [18:25<00:00,  1.85it/s]\nEpoch 0: |          | 2042/? [18:25<00:00,  1.85it/s]\nEpoch 0: |          | 2043/? [18:25<00:00,  1.85it/s]\nEpoch 0: |          | 2043/? [18:25<00:00,  1.85it/s]\nEpoch 0: |          | 2044/? [18:26<00:00,  1.85it/s]\nEpoch 0: |          | 2044/? [18:26<00:00,  1.85it/s]\nEpoch 0: |          | 2045/? [18:26<00:00,  1.85it/s]\nEpoch 0: |          | 2045/? [18:26<00:00,  1.85it/s]\nEpoch 0: |          | 2046/? [18:27<00:00,  1.85it/s]\nEpoch 0: |          | 2046/? [18:27<00:00,  1.85it/s]\nEpoch 0: |          | 2047/? [18:27<00:00,  1.85it/s]\nEpoch 0: |          | 2047/? [18:27<00:00,  1.85it/s]\nEpoch 0: |          | 2048/? [18:27<00:00,  1.85it/s]\nEpoch 0: |          | 2048/? [18:27<00:00,  1.85it/s]\nEpoch 0: |          | 2049/? [18:28<00:00,  1.85it/s]\nEpoch 0: |          | 2049/? [18:28<00:00,  1.85it/s]\nEpoch 0: |          | 2050/? [18:28<00:00,  1.85it/s]\nEpoch 0: |          | 2050/? [18:28<00:00,  1.85it/s]\nEpoch 0: |          | 2051/? [18:29<00:00,  1.85it/s]\nEpoch 0: |          | 2051/? [18:29<00:00,  1.85it/s]\nEpoch 0: |          | 2052/? [18:29<00:00,  1.85it/s]\nEpoch 0: |          | 2052/? [18:29<00:00,  1.85it/s]\nEpoch 0: |          | 2053/? [18:30<00:00,  1.85it/s]\nEpoch 0: |          | 2053/? [18:30<00:00,  1.85it/s]\nEpoch 0: |          | 2054/? [18:30<00:00,  1.85it/s]\nEpoch 0: |          | 2054/? [18:30<00:00,  1.85it/s]\nEpoch 0: |          | 2055/? [18:31<00:00,  1.85it/s]\nEpoch 0: |          | 2055/? [18:31<00:00,  1.85it/s]\nEpoch 0: |          | 2056/? [18:31<00:00,  1.85it/s]\nEpoch 0: |          | 2056/? [18:31<00:00,  1.85it/s]\nEpoch 0: |          | 2057/? [18:32<00:00,  1.85it/s]\nEpoch 0: |          | 2057/? [18:32<00:00,  1.85it/s]\nEpoch 0: |          | 2058/? [18:32<00:00,  1.85it/s]\nEpoch 0: |          | 2058/? [18:32<00:00,  1.85it/s]\nEpoch 0: |          | 2059/? [18:32<00:00,  1.85it/s]\nEpoch 0: |          | 2059/? [18:32<00:00,  1.85it/s]\nEpoch 0: |          | 2060/? [18:33<00:00,  1.85it/s]\nEpoch 0: |          | 2060/? [18:33<00:00,  1.85it/s]\nEpoch 0: |          | 2061/? [18:33<00:00,  1.85it/s]\nEpoch 0: |          | 2061/? [18:33<00:00,  1.85it/s]\nEpoch 0: |          | 2062/? [18:34<00:00,  1.85it/s]\nEpoch 0: |          | 2062/? [18:34<00:00,  1.85it/s]\nEpoch 0: |          | 2063/? [18:34<00:00,  1.85it/s]\nEpoch 0: |          | 2063/? [18:34<00:00,  1.85it/s]\nEpoch 0: |          | 2064/? [18:35<00:00,  1.85it/s]\nEpoch 0: |          | 2064/? [18:35<00:00,  1.85it/s]\nEpoch 0: |          | 2065/? [18:35<00:00,  1.85it/s]\nEpoch 0: |          | 2065/? [18:35<00:00,  1.85it/s]\nEpoch 0: |          | 2066/? [18:36<00:00,  1.85it/s]\nEpoch 0: |          | 2066/? [18:36<00:00,  1.85it/s]\nEpoch 0: |          | 2067/? [18:36<00:00,  1.85it/s]\nEpoch 0: |          | 2067/? [18:36<00:00,  1.85it/s]\nEpoch 0: |          | 2068/? [18:36<00:00,  1.85it/s]\nEpoch 0: |          | 2068/? [18:36<00:00,  1.85it/s]\nEpoch 0: |          | 2069/? [18:37<00:00,  1.85it/s]\nEpoch 0: |          | 2069/? [18:37<00:00,  1.85it/s]\nEpoch 0: |          | 2070/? [18:37<00:00,  1.85it/s]\nEpoch 0: |          | 2070/? [18:37<00:00,  1.85it/s]\nEpoch 0: |          | 2071/? [18:38<00:00,  1.85it/s]\nEpoch 0: |          | 2071/? [18:38<00:00,  1.85it/s]\nEpoch 0: |          | 2072/? [18:38<00:00,  1.85it/s]\nEpoch 0: |          | 2072/? [18:38<00:00,  1.85it/s]\nEpoch 0: |          | 2073/? [18:39<00:00,  1.85it/s]\nEpoch 0: |          | 2073/? [18:39<00:00,  1.85it/s]\nEpoch 0: |          | 2074/? [18:39<00:00,  1.85it/s]\nEpoch 0: |          | 2074/? [18:39<00:00,  1.85it/s]\nEpoch 0: |          | 2075/? [18:40<00:00,  1.85it/s]\nEpoch 0: |          | 2075/? [18:40<00:00,  1.85it/s]\nEpoch 0: |          | 2076/? [18:40<00:00,  1.85it/s]\nEpoch 0: |          | 2076/? [18:40<00:00,  1.85it/s]\nEpoch 0: |          | 2077/? [18:41<00:00,  1.85it/s]\nEpoch 0: |          | 2077/? [18:41<00:00,  1.85it/s]\nEpoch 0: |          | 2078/? [18:41<00:00,  1.85it/s]\nEpoch 0: |          | 2078/? [18:41<00:00,  1.85it/s]\nEpoch 0: |          | 2079/? [18:41<00:00,  1.85it/s]\nEpoch 0: |          | 2079/? [18:41<00:00,  1.85it/s]\nEpoch 0: |          | 2080/? [18:42<00:00,  1.85it/s]\nEpoch 0: |          | 2080/? [18:42<00:00,  1.85it/s]\nEpoch 0: |          | 2081/? [18:42<00:00,  1.85it/s]\nEpoch 0: |          | 2081/? [18:42<00:00,  1.85it/s]\nEpoch 0: |          | 2082/? [18:43<00:00,  1.85it/s]\nEpoch 0: |          | 2082/? [18:43<00:00,  1.85it/s]\nEpoch 0: |          | 2083/? [18:43<00:00,  1.85it/s]\nEpoch 0: |          | 2083/? [18:43<00:00,  1.85it/s]\nEpoch 0: |          | 2084/? [18:44<00:00,  1.85it/s]\nEpoch 0: |          | 2084/? [18:44<00:00,  1.85it/s]\nEpoch 0: |          | 2085/? [18:44<00:00,  1.85it/s]\nEpoch 0: |          | 2085/? [18:44<00:00,  1.85it/s]\nEpoch 0: |          | 2086/? [18:45<00:00,  1.85it/s]\nEpoch 0: |          | 2086/? [18:45<00:00,  1.85it/s]\nEpoch 0: |          | 2087/? [18:45<00:00,  1.85it/s]\nEpoch 0: |          | 2087/? [18:45<00:00,  1.85it/s]\nEpoch 0: |          | 2088/? [18:45<00:00,  1.85it/s]\nEpoch 0: |          | 2088/? [18:45<00:00,  1.85it/s]\nEpoch 0: |          | 2089/? [18:46<00:00,  1.85it/s]\nEpoch 0: |          | 2089/? [18:46<00:00,  1.85it/s]\nEpoch 0: |          | 2090/? [18:46<00:00,  1.85it/s]\nEpoch 0: |          | 2090/? [18:46<00:00,  1.85it/s]\nEpoch 0: |          | 2091/? [18:47<00:00,  1.85it/s]\nEpoch 0: |          | 2091/? [18:47<00:00,  1.85it/s]\nEpoch 0: |          | 2092/? [18:47<00:00,  1.85it/s]\nEpoch 0: |          | 2092/? [18:47<00:00,  1.85it/s]\nEpoch 0: |          | 2093/? [18:48<00:00,  1.86it/s]\nEpoch 0: |          | 2093/? [18:48<00:00,  1.86it/s]\nEpoch 0: |          | 2094/? [18:48<00:00,  1.86it/s]\nEpoch 0: |          | 2094/? [18:48<00:00,  1.86it/s]\nEpoch 0: |          | 2095/? [18:49<00:00,  1.86it/s]\nEpoch 0: |          | 2095/? [18:49<00:00,  1.86it/s]\nEpoch 0: |          | 2096/? [18:49<00:00,  1.86it/s]\nEpoch 0: |          | 2096/? [18:49<00:00,  1.86it/s]\nEpoch 0: |          | 2097/? [18:50<00:00,  1.86it/s]\nEpoch 0: |          | 2097/? [18:50<00:00,  1.86it/s]\nEpoch 0: |          | 2098/? [18:50<00:00,  1.86it/s]\nEpoch 0: |          | 2098/? [18:50<00:00,  1.86it/s]\nEpoch 0: |          | 2099/? [18:50<00:00,  1.86it/s]\nEpoch 0: |          | 2099/? [18:50<00:00,  1.86it/s]\nEpoch 0: |          | 2100/? [18:51<00:00,  1.86it/s]\nEpoch 0: |          | 2100/? [18:51<00:00,  1.86it/s]\nEpoch 0: |          | 2101/? [18:51<00:00,  1.86it/s]\nEpoch 0: |          | 2101/? [18:51<00:00,  1.86it/s]\nEpoch 0: |          | 2102/? [18:52<00:00,  1.86it/s]\nEpoch 0: |          | 2102/? [18:52<00:00,  1.86it/s]\nEpoch 0: |          | 2103/? [18:52<00:00,  1.86it/s]\nEpoch 0: |          | 2103/? [18:52<00:00,  1.86it/s]\nEpoch 0: |          | 2104/? [18:53<00:00,  1.86it/s]\nEpoch 0: |          | 2104/? [18:53<00:00,  1.86it/s]\nEpoch 0: |          | 2105/? [18:53<00:00,  1.86it/s]\nEpoch 0: |          | 2105/? [18:53<00:00,  1.86it/s]\nEpoch 0: |          | 2106/? [18:54<00:00,  1.86it/s]\nEpoch 0: |          | 2106/? [18:54<00:00,  1.86it/s]\nEpoch 0: |          | 2107/? [18:54<00:00,  1.86it/s]\nEpoch 0: |          | 2107/? [18:54<00:00,  1.86it/s]\nEpoch 0: |          | 2108/? [18:54<00:00,  1.86it/s]\nEpoch 0: |          | 2108/? [18:54<00:00,  1.86it/s]\nEpoch 0: |          | 2109/? [18:55<00:00,  1.86it/s]\nEpoch 0: |          | 2109/? [18:55<00:00,  1.86it/s]\nEpoch 0: |          | 2110/? [18:55<00:00,  1.86it/s]\nEpoch 0: |          | 2110/? [18:55<00:00,  1.86it/s]\nEpoch 0: |          | 2111/? [18:56<00:00,  1.86it/s]\nEpoch 0: |          | 2111/? [18:56<00:00,  1.86it/s]\nEpoch 0: |          | 2112/? [18:56<00:00,  1.86it/s]\nEpoch 0: |          | 2112/? [18:56<00:00,  1.86it/s]\nEpoch 0: |          | 2113/? [18:57<00:00,  1.86it/s]\nEpoch 0: |          | 2113/? [18:57<00:00,  1.86it/s]\nEpoch 0: |          | 2114/? [18:57<00:00,  1.86it/s]\nEpoch 0: |          | 2114/? [18:57<00:00,  1.86it/s]\nEpoch 0: |          | 2115/? [18:58<00:00,  1.86it/s]\nEpoch 0: |          | 2115/? [18:58<00:00,  1.86it/s]\nEpoch 0: |          | 2116/? [18:58<00:00,  1.86it/s]\nEpoch 0: |          | 2116/? [18:58<00:00,  1.86it/s]\nEpoch 0: |          | 2117/? [18:59<00:00,  1.86it/s]\nEpoch 0: |          | 2117/? [18:59<00:00,  1.86it/s]\nEpoch 0: |          | 2118/? [18:59<00:00,  1.86it/s]\nEpoch 0: |          | 2118/? [18:59<00:00,  1.86it/s]\nEpoch 0: |          | 2119/? [18:59<00:00,  1.86it/s]\nEpoch 0: |          | 2119/? [18:59<00:00,  1.86it/s]\nEpoch 0: |          | 2120/? [19:00<00:00,  1.86it/s]\nEpoch 0: |          | 2120/? [19:00<00:00,  1.86it/s]\nEpoch 0: |          | 2121/? [19:00<00:00,  1.86it/s]\nEpoch 0: |          | 2121/? [19:00<00:00,  1.86it/s]\nEpoch 0: |          | 2122/? [19:01<00:00,  1.86it/s]\nEpoch 0: |          | 2122/? [19:01<00:00,  1.86it/s]\nEpoch 0: |          | 2123/? [19:01<00:00,  1.86it/s]\nEpoch 0: |          | 2123/? [19:01<00:00,  1.86it/s]\nEpoch 0: |          | 2124/? [19:02<00:00,  1.86it/s]\nEpoch 0: |          | 2124/? [19:02<00:00,  1.86it/s]\nEpoch 0: |          | 2125/? [19:02<00:00,  1.86it/s]\nEpoch 0: |          | 2125/? [19:02<00:00,  1.86it/s]\nEpoch 0: |          | 2126/? [19:03<00:00,  1.86it/s]\nEpoch 0: |          | 2126/? [19:03<00:00,  1.86it/s]\nEpoch 0: |          | 2127/? [19:03<00:00,  1.86it/s]\nEpoch 0: |          | 2127/? [19:03<00:00,  1.86it/s]\nEpoch 0: |          | 2128/? [19:03<00:00,  1.86it/s]\nEpoch 0: |          | 2128/? [19:03<00:00,  1.86it/s]\nEpoch 0: |          | 2129/? [19:04<00:00,  1.86it/s]\nEpoch 0: |          | 2129/? [19:04<00:00,  1.86it/s]\nEpoch 0: |          | 2130/? [19:04<00:00,  1.86it/s]\nEpoch 0: |          | 2130/? [19:04<00:00,  1.86it/s]\nEpoch 0: |          | 2131/? [19:05<00:00,  1.86it/s]\nEpoch 0: |          | 2131/? [19:05<00:00,  1.86it/s]\nEpoch 0: |          | 2132/? [19:05<00:00,  1.86it/s]\nEpoch 0: |          | 2132/? [19:05<00:00,  1.86it/s]\nEpoch 0: |          | 2133/? [19:06<00:00,  1.86it/s]\nEpoch 0: |          | 2133/? [19:06<00:00,  1.86it/s]\nEpoch 0: |          | 2134/? [19:06<00:00,  1.86it/s]\nEpoch 0: |          | 2134/? [19:06<00:00,  1.86it/s]\nEpoch 0: |          | 2135/? [19:07<00:00,  1.86it/s]\nEpoch 0: |          | 2135/? [19:07<00:00,  1.86it/s]\nEpoch 0: |          | 2136/? [19:07<00:00,  1.86it/s]\nEpoch 0: |          | 2136/? [19:07<00:00,  1.86it/s]\nEpoch 0: |          | 2137/? [19:07<00:00,  1.86it/s]\nEpoch 0: |          | 2137/? [19:07<00:00,  1.86it/s]\nEpoch 0: |          | 2138/? [19:08<00:00,  1.86it/s]\nEpoch 0: |          | 2138/? [19:08<00:00,  1.86it/s]\nEpoch 0: |          | 2139/? [19:08<00:00,  1.86it/s]\nEpoch 0: |          | 2139/? [19:08<00:00,  1.86it/s]\nEpoch 0: |          | 2140/? [19:09<00:00,  1.86it/s]\nEpoch 0: |          | 2140/? [19:09<00:00,  1.86it/s]\nEpoch 0: |          | 2141/? [19:09<00:00,  1.86it/s]\nEpoch 0: |          | 2141/? [19:09<00:00,  1.86it/s]\nEpoch 0: |          | 2142/? [19:10<00:00,  1.86it/s]\nEpoch 0: |          | 2142/? [19:10<00:00,  1.86it/s]\nEpoch 0: |          | 2143/? [19:10<00:00,  1.86it/s]\nEpoch 0: |          | 2143/? [19:10<00:00,  1.86it/s]\nEpoch 0: |          | 2144/? [19:11<00:00,  1.86it/s]\nEpoch 0: |          | 2144/? [19:11<00:00,  1.86it/s]\nEpoch 0: |          | 2145/? [19:11<00:00,  1.86it/s]\nEpoch 0: |          | 2145/? [19:11<00:00,  1.86it/s]\nEpoch 0: |          | 2146/? [19:12<00:00,  1.86it/s]\nEpoch 0: |          | 2146/? [19:12<00:00,  1.86it/s]\nEpoch 0: |          | 2147/? [19:12<00:00,  1.86it/s]\nEpoch 0: |          | 2147/? [19:12<00:00,  1.86it/s]\nEpoch 0: |          | 2148/? [19:12<00:00,  1.86it/s]\nEpoch 0: |          | 2148/? [19:12<00:00,  1.86it/s]\nEpoch 0: |          | 2149/? [19:13<00:00,  1.86it/s]\nEpoch 0: |          | 2149/? [19:13<00:00,  1.86it/s]\nEpoch 0: |          | 2150/? [19:13<00:00,  1.86it/s]\nEpoch 0: |          | 2150/? [19:13<00:00,  1.86it/s]\nEpoch 0: |          | 2151/? [19:14<00:00,  1.86it/s]\nEpoch 0: |          | 2151/? [19:14<00:00,  1.86it/s]\nEpoch 0: |          | 2152/? [19:14<00:00,  1.86it/s]\nEpoch 0: |          | 2152/? [19:14<00:00,  1.86it/s]\nEpoch 0: |          | 2153/? [19:15<00:00,  1.86it/s]\nEpoch 0: |          | 2153/? [19:15<00:00,  1.86it/s]\nEpoch 0: |          | 2154/? [19:15<00:00,  1.86it/s]\nEpoch 0: |          | 2154/? [19:15<00:00,  1.86it/s]\nEpoch 0: |          | 2155/? [19:16<00:00,  1.86it/s]\nEpoch 0: |          | 2155/? [19:16<00:00,  1.86it/s]\nEpoch 0: |          | 2156/? [19:16<00:00,  1.86it/s]\nEpoch 0: |          | 2156/? [19:16<00:00,  1.86it/s]\nEpoch 0: |          | 2157/? [19:17<00:00,  1.86it/s]\nEpoch 0: |          | 2157/? [19:17<00:00,  1.86it/s]\nEpoch 0: |          | 2158/? [19:17<00:00,  1.86it/s]\nEpoch 0: |          | 2158/? [19:17<00:00,  1.86it/s]\nEpoch 0: |          | 2159/? [19:17<00:00,  1.86it/s]\nEpoch 0: |          | 2159/? [19:17<00:00,  1.86it/s]\nEpoch 0: |          | 2160/? [19:18<00:00,  1.86it/s]\nEpoch 0: |          | 2160/? [19:18<00:00,  1.86it/s]\nEpoch 0: |          | 2161/? [19:18<00:00,  1.86it/s]\nEpoch 0: |          | 2161/? [19:18<00:00,  1.86it/s]\nEpoch 0: |          | 2162/? [19:19<00:00,  1.86it/s]\nEpoch 0: |          | 2162/? [19:19<00:00,  1.86it/s]\nEpoch 0: |          | 2163/? [19:19<00:00,  1.87it/s]\nEpoch 0: |          | 2163/? [19:19<00:00,  1.87it/s]\nEpoch 0: |          | 2164/? [19:20<00:00,  1.87it/s]\nEpoch 0: |          | 2164/? [19:20<00:00,  1.87it/s]\nEpoch 0: |          | 2165/? [19:20<00:00,  1.87it/s]\nEpoch 0: |          | 2165/? [19:20<00:00,  1.87it/s]\nEpoch 0: |          | 2166/? [19:21<00:00,  1.87it/s]\nEpoch 0: |          | 2166/? [19:21<00:00,  1.87it/s]\nEpoch 0: |          | 2167/? [19:21<00:00,  1.87it/s]\nEpoch 0: |          | 2167/? [19:21<00:00,  1.87it/s]\nEpoch 0: |          | 2168/? [19:22<00:00,  1.87it/s]\nEpoch 0: |          | 2168/? [19:22<00:00,  1.87it/s]\nEpoch 0: |          | 2169/? [19:22<00:00,  1.87it/s]\nEpoch 0: |          | 2169/? [19:22<00:00,  1.87it/s]\nEpoch 0: |          | 2170/? [19:22<00:00,  1.87it/s]\nEpoch 0: |          | 2170/? [19:22<00:00,  1.87it/s]\nEpoch 0: |          | 2171/? [19:23<00:00,  1.87it/s]\nEpoch 0: |          | 2171/? [19:23<00:00,  1.87it/s]\nEpoch 0: |          | 2172/? [19:23<00:00,  1.87it/s]\nEpoch 0: |          | 2172/? [19:23<00:00,  1.87it/s]\nEpoch 0: |          | 2173/? [19:24<00:00,  1.87it/s]\nEpoch 0: |          | 2173/? [19:24<00:00,  1.87it/s]\nEpoch 0: |          | 2174/? [19:24<00:00,  1.87it/s]\nEpoch 0: |          | 2174/? [19:24<00:00,  1.87it/s]\nEpoch 0: |          | 2175/? [19:25<00:00,  1.87it/s]\nEpoch 0: |          | 2175/? [19:25<00:00,  1.87it/s]\nEpoch 0: |          | 2176/? [19:25<00:00,  1.87it/s]\nEpoch 0: |          | 2176/? [19:25<00:00,  1.87it/s]\nEpoch 0: |          | 2177/? [19:26<00:00,  1.87it/s]\nEpoch 0: |          | 2177/? [19:26<00:00,  1.87it/s]\nEpoch 0: |          | 2178/? [19:26<00:00,  1.87it/s]\nEpoch 0: |          | 2178/? [19:26<00:00,  1.87it/s]\nEpoch 0: |          | 2179/? [19:26<00:00,  1.87it/s]\nEpoch 0: |          | 2179/? [19:26<00:00,  1.87it/s]\nEpoch 0: |          | 2180/? [19:27<00:00,  1.87it/s]\nEpoch 0: |          | 2180/? [19:27<00:00,  1.87it/s]\nEpoch 0: |          | 2181/? [19:27<00:00,  1.87it/s]\nEpoch 0: |          | 2181/? [19:27<00:00,  1.87it/s]\nEpoch 0: |          | 2182/? [19:28<00:00,  1.87it/s]\nEpoch 0: |          | 2182/? [19:28<00:00,  1.87it/s]\nEpoch 0: |          | 2183/? [19:28<00:00,  1.87it/s]\nEpoch 0: |          | 2183/? [19:28<00:00,  1.87it/s]\nEpoch 0: |          | 2184/? [19:29<00:00,  1.87it/s]\nEpoch 0: |          | 2184/? [19:29<00:00,  1.87it/s]\nEpoch 0: |          | 2185/? [19:29<00:00,  1.87it/s]\nEpoch 0: |          | 2185/? [19:29<00:00,  1.87it/s]\nEpoch 0: |          | 2186/? [19:30<00:00,  1.87it/s]\nEpoch 0: |          | 2186/? [19:30<00:00,  1.87it/s]\nEpoch 0: |          | 2187/? [19:30<00:00,  1.87it/s]\nEpoch 0: |          | 2187/? [19:30<00:00,  1.87it/s]\nEpoch 0: |          | 2188/? [19:31<00:00,  1.87it/s]\nEpoch 0: |          | 2188/? [19:31<00:00,  1.87it/s]\nEpoch 0: |          | 2189/? [19:31<00:00,  1.87it/s]\nEpoch 0: |          | 2189/? [19:31<00:00,  1.87it/s]\nEpoch 0: |          | 2190/? [19:31<00:00,  1.87it/s]\nEpoch 0: |          | 2190/? [19:31<00:00,  1.87it/s]\nEpoch 0: |          | 2191/? [19:32<00:00,  1.87it/s]\nEpoch 0: |          | 2191/? [19:32<00:00,  1.87it/s]\nEpoch 0: |          | 2192/? [19:32<00:00,  1.87it/s]\nEpoch 0: |          | 2192/? [19:32<00:00,  1.87it/s]\nEpoch 0: |          | 2193/? [19:33<00:00,  1.87it/s]\nEpoch 0: |          | 2193/? [19:33<00:00,  1.87it/s]\nEpoch 0: |          | 2194/? [19:33<00:00,  1.87it/s]\nEpoch 0: |          | 2194/? [19:33<00:00,  1.87it/s]\nEpoch 0: |          | 2195/? [19:34<00:00,  1.87it/s]\nEpoch 0: |          | 2195/? [19:34<00:00,  1.87it/s]\nEpoch 0: |          | 2196/? [19:34<00:00,  1.87it/s]\nEpoch 0: |          | 2196/? [19:34<00:00,  1.87it/s]\nEpoch 0: |          | 2197/? [19:35<00:00,  1.87it/s]\nEpoch 0: |          | 2197/? [19:35<00:00,  1.87it/s]\nEpoch 0: |          | 2198/? [19:35<00:00,  1.87it/s]\nEpoch 0: |          | 2198/? [19:35<00:00,  1.87it/s]\nEpoch 0: |          | 2199/? [19:36<00:00,  1.87it/s]\nEpoch 0: |          | 2199/? [19:36<00:00,  1.87it/s]\nEpoch 0: |          | 2200/? [19:36<00:00,  1.87it/s]\nEpoch 0: |          | 2200/? [19:36<00:00,  1.87it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  3.26it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  2.99it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  3.02it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  2.93it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 2200/? [19:37<00:00,  1.87it/s]\nEpoch 0: |          | 2201/? [19:38<00:00,  1.87it/s]\nEpoch 0: |          | 2201/? [19:38<00:00,  1.87it/s]\nEpoch 0: |          | 2202/? [19:38<00:00,  1.87it/s]\nEpoch 0: |          | 2202/? [19:38<00:00,  1.87it/s]\nEpoch 0: |          | 2203/? [19:39<00:00,  1.87it/s]\nEpoch 0: |          | 2203/? [19:39<00:00,  1.87it/s]\nEpoch 0: |          | 2204/? [19:39<00:00,  1.87it/s]\nEpoch 0: |          | 2204/? [19:39<00:00,  1.87it/s]\nEpoch 0: |          | 2205/? [19:40<00:00,  1.87it/s]\nEpoch 0: |          | 2205/? [19:40<00:00,  1.87it/s]\nEpoch 0: |          | 2206/? [19:40<00:00,  1.87it/s]\nEpoch 0: |          | 2206/? [19:40<00:00,  1.87it/s]\nEpoch 0: |          | 2207/? [19:41<00:00,  1.87it/s]\nEpoch 0: |          | 2207/? [19:41<00:00,  1.87it/s]\nEpoch 0: |          | 2208/? [19:41<00:00,  1.87it/s]\nEpoch 0: |          | 2208/? [19:41<00:00,  1.87it/s]\nEpoch 0: |          | 2209/? [19:41<00:00,  1.87it/s]\nEpoch 0: |          | 2209/? [19:41<00:00,  1.87it/s]\nEpoch 0: |          | 2210/? [19:42<00:00,  1.87it/s]\nEpoch 0: |          | 2210/? [19:42<00:00,  1.87it/s]\nEpoch 0: |          | 2211/? [19:42<00:00,  1.87it/s]\nEpoch 0: |          | 2211/? [19:42<00:00,  1.87it/s]\nEpoch 0: |          | 2212/? [19:43<00:00,  1.87it/s]\nEpoch 0: |          | 2212/? [19:43<00:00,  1.87it/s]\nEpoch 0: |          | 2213/? [19:43<00:00,  1.87it/s]\nEpoch 0: |          | 2213/? [19:43<00:00,  1.87it/s]\nEpoch 0: |          | 2214/? [19:44<00:00,  1.87it/s]\nEpoch 0: |          | 2214/? [19:44<00:00,  1.87it/s]\nEpoch 0: |          | 2215/? [19:44<00:00,  1.87it/s]\nEpoch 0: |          | 2215/? [19:44<00:00,  1.87it/s]\nEpoch 0: |          | 2216/? [19:45<00:00,  1.87it/s]\nEpoch 0: |          | 2216/? [19:45<00:00,  1.87it/s]\nEpoch 0: |          | 2217/? [19:45<00:00,  1.87it/s]\nEpoch 0: |          | 2217/? [19:45<00:00,  1.87it/s]\nEpoch 0: |          | 2218/? [19:46<00:00,  1.87it/s]\nEpoch 0: |          | 2218/? [19:46<00:00,  1.87it/s]\nEpoch 0: |          | 2219/? [19:46<00:00,  1.87it/s]\nEpoch 0: |          | 2219/? [19:46<00:00,  1.87it/s]\nEpoch 0: |          | 2220/? [19:46<00:00,  1.87it/s]\nEpoch 0: |          | 2220/? [19:46<00:00,  1.87it/s]\nEpoch 0: |          | 2221/? [19:47<00:00,  1.87it/s]\nEpoch 0: |          | 2221/? [19:47<00:00,  1.87it/s]\nEpoch 0: |          | 2222/? [19:47<00:00,  1.87it/s]\nEpoch 0: |          | 2222/? [19:47<00:00,  1.87it/s]\nEpoch 0: |          | 2223/? [19:48<00:00,  1.87it/s]\nEpoch 0: |          | 2223/? [19:48<00:00,  1.87it/s]\nEpoch 0: |          | 2224/? [19:48<00:00,  1.87it/s]\nEpoch 0: |          | 2224/? [19:48<00:00,  1.87it/s]\nEpoch 0: |          | 2225/? [19:49<00:00,  1.87it/s]\nEpoch 0: |          | 2225/? [19:49<00:00,  1.87it/s]\nEpoch 0: |          | 2226/? [19:49<00:00,  1.87it/s]\nEpoch 0: |          | 2226/? [19:49<00:00,  1.87it/s]\nEpoch 0: |          | 2227/? [19:50<00:00,  1.87it/s]\nEpoch 0: |          | 2227/? [19:50<00:00,  1.87it/s]\nEpoch 0: |          | 2228/? [19:50<00:00,  1.87it/s]\nEpoch 0: |          | 2228/? [19:50<00:00,  1.87it/s]\nEpoch 0: |          | 2229/? [19:51<00:00,  1.87it/s]\nEpoch 0: |          | 2229/? [19:51<00:00,  1.87it/s]\nEpoch 0: |          | 2230/? [19:51<00:00,  1.87it/s]\nEpoch 0: |          | 2230/? [19:51<00:00,  1.87it/s]\nEpoch 0: |          | 2231/? [19:51<00:00,  1.87it/s]\nEpoch 0: |          | 2231/? [19:51<00:00,  1.87it/s]\nEpoch 0: |          | 2232/? [19:52<00:00,  1.87it/s]\nEpoch 0: |          | 2232/? [19:52<00:00,  1.87it/s]\nEpoch 0: |          | 2233/? [19:52<00:00,  1.87it/s]\nEpoch 0: |          | 2233/? [19:52<00:00,  1.87it/s]\nEpoch 0: |          | 2234/? [19:53<00:00,  1.87it/s]\nEpoch 0: |          | 2234/? [19:53<00:00,  1.87it/s]\nEpoch 0: |          | 2235/? [19:53<00:00,  1.87it/s]\nEpoch 0: |          | 2235/? [19:53<00:00,  1.87it/s]\nEpoch 0: |          | 2236/? [19:54<00:00,  1.87it/s]\nEpoch 0: |          | 2236/? [19:54<00:00,  1.87it/s]\nEpoch 0: |          | 2237/? [19:54<00:00,  1.87it/s]\nEpoch 0: |          | 2237/? [19:54<00:00,  1.87it/s]\nEpoch 0: |          | 2238/? [19:55<00:00,  1.87it/s]\nEpoch 0: |          | 2238/? [19:55<00:00,  1.87it/s]\nEpoch 0: |          | 2239/? [19:55<00:00,  1.87it/s]\nEpoch 0: |          | 2239/? [19:55<00:00,  1.87it/s]\nEpoch 0: |          | 2240/? [19:55<00:00,  1.87it/s]\nEpoch 0: |          | 2240/? [19:55<00:00,  1.87it/s]\nEpoch 0: |          | 2241/? [19:56<00:00,  1.87it/s]\nEpoch 0: |          | 2241/? [19:56<00:00,  1.87it/s]\nEpoch 0: |          | 2242/? [19:56<00:00,  1.87it/s]\nEpoch 0: |          | 2242/? [19:56<00:00,  1.87it/s]\nEpoch 0: |          | 2243/? [19:57<00:00,  1.87it/s]\nEpoch 0: |          | 2243/? [19:57<00:00,  1.87it/s]\nEpoch 0: |          | 2244/? [19:57<00:00,  1.87it/s]\nEpoch 0: |          | 2244/? [19:57<00:00,  1.87it/s]\nEpoch 0: |          | 2245/? [19:58<00:00,  1.87it/s]\nEpoch 0: |          | 2245/? [19:58<00:00,  1.87it/s]\nEpoch 0: |          | 2246/? [19:58<00:00,  1.87it/s]\nEpoch 0: |          | 2246/? [19:58<00:00,  1.87it/s]\nEpoch 0: |          | 2247/? [19:59<00:00,  1.87it/s]\nEpoch 0: |          | 2247/? [19:59<00:00,  1.87it/s]\nEpoch 0: |          | 2248/? [19:59<00:00,  1.87it/s]\nEpoch 0: |          | 2248/? [19:59<00:00,  1.87it/s]\nEpoch 0: |          | 2249/? [19:59<00:00,  1.87it/s]\nEpoch 0: |          | 2249/? [19:59<00:00,  1.87it/s]\nEpoch 0: |          | 2250/? [20:00<00:00,  1.87it/s]\nEpoch 0: |          | 2250/? [20:00<00:00,  1.87it/s]\nEpoch 0: |          | 2251/? [20:00<00:00,  1.87it/s]\nEpoch 0: |          | 2251/? [20:00<00:00,  1.87it/s]\nEpoch 0: |          | 2252/? [20:01<00:00,  1.87it/s]\nEpoch 0: |          | 2252/? [20:01<00:00,  1.87it/s]\nEpoch 0: |          | 2253/? [20:01<00:00,  1.87it/s]\nEpoch 0: |          | 2253/? [20:01<00:00,  1.87it/s]\nEpoch 0: |          | 2254/? [20:02<00:00,  1.87it/s]\nEpoch 0: |          | 2254/? [20:02<00:00,  1.87it/s]\nEpoch 0: |          | 2255/? [20:02<00:00,  1.88it/s]\nEpoch 0: |          | 2255/? [20:02<00:00,  1.88it/s]\nEpoch 0: |          | 2256/? [20:03<00:00,  1.88it/s]\nEpoch 0: |          | 2256/? [20:03<00:00,  1.88it/s]\nEpoch 0: |          | 2257/? [20:03<00:00,  1.88it/s]\nEpoch 0: |          | 2257/? [20:03<00:00,  1.88it/s]\nEpoch 0: |          | 2258/? [20:03<00:00,  1.88it/s]\nEpoch 0: |          | 2258/? [20:03<00:00,  1.88it/s]\nEpoch 0: |          | 2259/? [20:04<00:00,  1.88it/s]\nEpoch 0: |          | 2259/? [20:04<00:00,  1.88it/s]\nEpoch 0: |          | 2260/? [20:04<00:00,  1.88it/s]\nEpoch 0: |          | 2260/? [20:04<00:00,  1.88it/s]\nEpoch 0: |          | 2261/? [20:05<00:00,  1.88it/s]\nEpoch 0: |          | 2261/? [20:05<00:00,  1.88it/s]\nEpoch 0: |          | 2262/? [20:05<00:00,  1.88it/s]\nEpoch 0: |          | 2262/? [20:05<00:00,  1.88it/s]\nEpoch 0: |          | 2263/? [20:06<00:00,  1.88it/s]\nEpoch 0: |          | 2263/? [20:06<00:00,  1.88it/s]\nEpoch 0: |          | 2264/? [20:06<00:00,  1.88it/s]\nEpoch 0: |          | 2264/? [20:06<00:00,  1.88it/s]\nEpoch 0: |          | 2265/? [20:07<00:00,  1.88it/s]\nEpoch 0: |          | 2265/? [20:07<00:00,  1.88it/s]\nEpoch 0: |          | 2266/? [20:07<00:00,  1.88it/s]\nEpoch 0: |          | 2266/? [20:07<00:00,  1.88it/s]\nEpoch 0: |          | 2267/? [20:07<00:00,  1.88it/s]\nEpoch 0: |          | 2267/? [20:07<00:00,  1.88it/s]\nEpoch 0: |          | 2268/? [20:08<00:00,  1.88it/s]\nEpoch 0: |          | 2268/? [20:08<00:00,  1.88it/s]\nEpoch 0: |          | 2269/? [20:08<00:00,  1.88it/s]\nEpoch 0: |          | 2269/? [20:08<00:00,  1.88it/s]\nEpoch 0: |          | 2270/? [20:09<00:00,  1.88it/s]\nEpoch 0: |          | 2270/? [20:09<00:00,  1.88it/s]\nEpoch 0: |          | 2271/? [20:09<00:00,  1.88it/s]\nEpoch 0: |          | 2271/? [20:09<00:00,  1.88it/s]\nEpoch 0: |          | 2272/? [20:10<00:00,  1.88it/s]\nEpoch 0: |          | 2272/? [20:10<00:00,  1.88it/s]\nEpoch 0: |          | 2273/? [20:10<00:00,  1.88it/s]\nEpoch 0: |          | 2273/? [20:10<00:00,  1.88it/s]\nEpoch 0: |          | 2274/? [20:11<00:00,  1.88it/s]\nEpoch 0: |          | 2274/? [20:11<00:00,  1.88it/s]\nEpoch 0: |          | 2275/? [20:11<00:00,  1.88it/s]\nEpoch 0: |          | 2275/? [20:11<00:00,  1.88it/s]\nEpoch 0: |          | 2276/? [20:12<00:00,  1.88it/s]\nEpoch 0: |          | 2276/? [20:12<00:00,  1.88it/s]\nEpoch 0: |          | 2277/? [20:12<00:00,  1.88it/s]\nEpoch 0: |          | 2277/? [20:12<00:00,  1.88it/s]\nEpoch 0: |          | 2278/? [20:12<00:00,  1.88it/s]\nEpoch 0: |          | 2278/? [20:12<00:00,  1.88it/s]\nEpoch 0: |          | 2279/? [20:13<00:00,  1.88it/s]\nEpoch 0: |          | 2279/? [20:13<00:00,  1.88it/s]\nEpoch 0: |          | 2280/? [20:13<00:00,  1.88it/s]\nEpoch 0: |          | 2280/? [20:13<00:00,  1.88it/s]\nEpoch 0: |          | 2281/? [20:14<00:00,  1.88it/s]\nEpoch 0: |          | 2281/? [20:14<00:00,  1.88it/s]\nEpoch 0: |          | 2282/? [20:14<00:00,  1.88it/s]\nEpoch 0: |          | 2282/? [20:14<00:00,  1.88it/s]\nEpoch 0: |          | 2283/? [20:15<00:00,  1.88it/s]\nEpoch 0: |          | 2283/? [20:15<00:00,  1.88it/s]\nEpoch 0: |          | 2284/? [20:15<00:00,  1.88it/s]\nEpoch 0: |          | 2284/? [20:15<00:00,  1.88it/s]\nEpoch 0: |          | 2285/? [20:16<00:00,  1.88it/s]\nEpoch 0: |          | 2285/? [20:16<00:00,  1.88it/s]\nEpoch 0: |          | 2286/? [20:16<00:00,  1.88it/s]\nEpoch 0: |          | 2286/? [20:16<00:00,  1.88it/s]\nEpoch 0: |          | 2287/? [20:16<00:00,  1.88it/s]\nEpoch 0: |          | 2287/? [20:16<00:00,  1.88it/s]\nEpoch 0: |          | 2288/? [20:17<00:00,  1.88it/s]\nEpoch 0: |          | 2288/? [20:17<00:00,  1.88it/s]\nEpoch 0: |          | 2289/? [20:17<00:00,  1.88it/s]\nEpoch 0: |          | 2289/? [20:17<00:00,  1.88it/s]\nEpoch 0: |          | 2290/? [20:18<00:00,  1.88it/s]\nEpoch 0: |          | 2290/? [20:18<00:00,  1.88it/s]\nEpoch 0: |          | 2291/? [20:18<00:00,  1.88it/s]\nEpoch 0: |          | 2291/? [20:18<00:00,  1.88it/s]\nEpoch 0: |          | 2292/? [20:19<00:00,  1.88it/s]\nEpoch 0: |          | 2292/? [20:19<00:00,  1.88it/s]\nEpoch 0: |          | 2293/? [20:19<00:00,  1.88it/s]\nEpoch 0: |          | 2293/? [20:19<00:00,  1.88it/s]\nEpoch 0: |          | 2294/? [20:20<00:00,  1.88it/s]\nEpoch 0: |          | 2294/? [20:20<00:00,  1.88it/s]\nEpoch 0: |          | 2295/? [20:20<00:00,  1.88it/s]\nEpoch 0: |          | 2295/? [20:20<00:00,  1.88it/s]\nEpoch 0: |          | 2296/? [20:20<00:00,  1.88it/s]\nEpoch 0: |          | 2296/? [20:20<00:00,  1.88it/s]\nEpoch 0: |          | 2297/? [20:21<00:00,  1.88it/s]\nEpoch 0: |          | 2297/? [20:21<00:00,  1.88it/s]\nEpoch 0: |          | 2298/? [20:21<00:00,  1.88it/s]\nEpoch 0: |          | 2298/? [20:21<00:00,  1.88it/s]\nEpoch 0: |          | 2299/? [20:22<00:00,  1.88it/s]\nEpoch 0: |          | 2299/? [20:22<00:00,  1.88it/s]\nEpoch 0: |          | 2300/? [20:22<00:00,  1.88it/s]\nEpoch 0: |          | 2300/? [20:22<00:00,  1.88it/s]\nEpoch 0: |          | 2301/? [20:23<00:00,  1.88it/s]\nEpoch 0: |          | 2301/? [20:23<00:00,  1.88it/s]\nEpoch 0: |          | 2302/? [20:23<00:00,  1.88it/s]\nEpoch 0: |          | 2302/? [20:23<00:00,  1.88it/s]\nEpoch 0: |          | 2303/? [20:24<00:00,  1.88it/s]\nEpoch 0: |          | 2303/? [20:24<00:00,  1.88it/s]\nEpoch 0: |          | 2304/? [20:24<00:00,  1.88it/s]\nEpoch 0: |          | 2304/? [20:24<00:00,  1.88it/s]\nEpoch 0: |          | 2305/? [20:24<00:00,  1.88it/s]\nEpoch 0: |          | 2305/? [20:24<00:00,  1.88it/s]\nEpoch 0: |          | 2306/? [20:25<00:00,  1.88it/s]\nEpoch 0: |          | 2306/? [20:25<00:00,  1.88it/s]\nEpoch 0: |          | 2307/? [20:25<00:00,  1.88it/s]\nEpoch 0: |          | 2307/? [20:25<00:00,  1.88it/s]\nEpoch 0: |          | 2308/? [20:26<00:00,  1.88it/s]\nEpoch 0: |          | 2308/? [20:26<00:00,  1.88it/s]\nEpoch 0: |          | 2309/? [20:26<00:00,  1.88it/s]\nEpoch 0: |          | 2309/? [20:26<00:00,  1.88it/s]\nEpoch 0: |          | 2310/? [20:27<00:00,  1.88it/s]\nEpoch 0: |          | 2310/? [20:27<00:00,  1.88it/s]\nEpoch 0: |          | 2311/? [20:27<00:00,  1.88it/s]\nEpoch 0: |          | 2311/? [20:27<00:00,  1.88it/s]\nEpoch 0: |          | 2312/? [20:28<00:00,  1.88it/s]\nEpoch 0: |          | 2312/? [20:28<00:00,  1.88it/s]\nEpoch 0: |          | 2313/? [20:28<00:00,  1.88it/s]\nEpoch 0: |          | 2313/? [20:28<00:00,  1.88it/s]\nEpoch 0: |          | 2314/? [20:28<00:00,  1.88it/s]\nEpoch 0: |          | 2314/? [20:28<00:00,  1.88it/s]\nEpoch 0: |          | 2315/? [20:29<00:00,  1.88it/s]\nEpoch 0: |          | 2315/? [20:29<00:00,  1.88it/s]\nEpoch 0: |          | 2316/? [20:29<00:00,  1.88it/s]\nEpoch 0: |          | 2316/? [20:29<00:00,  1.88it/s]\nEpoch 0: |          | 2317/? [20:30<00:00,  1.88it/s]\nEpoch 0: |          | 2317/? [20:30<00:00,  1.88it/s]\nEpoch 0: |          | 2318/? [20:30<00:00,  1.88it/s]\nEpoch 0: |          | 2318/? [20:30<00:00,  1.88it/s]\nEpoch 0: |          | 2319/? [20:31<00:00,  1.88it/s]\nEpoch 0: |          | 2319/? [20:31<00:00,  1.88it/s]\nEpoch 0: |          | 2320/? [20:31<00:00,  1.88it/s]\nEpoch 0: |          | 2320/? [20:31<00:00,  1.88it/s]\nEpoch 0: |          | 2321/? [20:32<00:00,  1.88it/s]\nEpoch 0: |          | 2321/? [20:32<00:00,  1.88it/s]\nEpoch 0: |          | 2322/? [20:32<00:00,  1.88it/s]\nEpoch 0: |          | 2322/? [20:32<00:00,  1.88it/s]\nEpoch 0: |          | 2323/? [20:32<00:00,  1.88it/s]\nEpoch 0: |          | 2323/? [20:32<00:00,  1.88it/s]\nEpoch 0: |          | 2324/? [20:33<00:00,  1.88it/s]\nEpoch 0: |          | 2324/? [20:33<00:00,  1.88it/s]\nEpoch 0: |          | 2325/? [20:33<00:00,  1.88it/s]\nEpoch 0: |          | 2325/? [20:33<00:00,  1.88it/s]\nEpoch 0: |          | 2326/? [20:34<00:00,  1.88it/s]\nEpoch 0: |          | 2326/? [20:34<00:00,  1.88it/s]\nEpoch 0: |          | 2327/? [20:34<00:00,  1.88it/s]\nEpoch 0: |          | 2327/? [20:34<00:00,  1.88it/s]\nEpoch 0: |          | 2328/? [20:35<00:00,  1.88it/s]\nEpoch 0: |          | 2328/? [20:35<00:00,  1.88it/s]\nEpoch 0: |          | 2329/? [20:35<00:00,  1.88it/s]\nEpoch 0: |          | 2329/? [20:35<00:00,  1.88it/s]\nEpoch 0: |          | 2330/? [20:36<00:00,  1.88it/s]\nEpoch 0: |          | 2330/? [20:36<00:00,  1.88it/s]\nEpoch 0: |          | 2331/? [20:36<00:00,  1.88it/s]\nEpoch 0: |          | 2331/? [20:36<00:00,  1.88it/s]\nEpoch 0: |          | 2332/? [20:37<00:00,  1.89it/s]\nEpoch 0: |          | 2332/? [20:37<00:00,  1.89it/s]\nEpoch 0: |          | 2333/? [20:37<00:00,  1.89it/s]\nEpoch 0: |          | 2333/? [20:37<00:00,  1.89it/s]\nEpoch 0: |          | 2334/? [20:37<00:00,  1.89it/s]\nEpoch 0: |          | 2334/? [20:38<00:00,  1.89it/s]\nEpoch 0: |          | 2335/? [20:38<00:00,  1.89it/s]\nEpoch 0: |          | 2335/? [20:38<00:00,  1.89it/s]\nEpoch 0: |          | 2336/? [20:38<00:00,  1.89it/s]\nEpoch 0: |          | 2336/? [20:38<00:00,  1.89it/s]\nEpoch 0: |          | 2337/? [20:39<00:00,  1.89it/s]\nEpoch 0: |          | 2337/? [20:39<00:00,  1.89it/s]\nEpoch 0: |          | 2338/? [20:39<00:00,  1.89it/s]\nEpoch 0: |          | 2338/? [20:39<00:00,  1.89it/s]\nEpoch 0: |          | 2339/? [20:40<00:00,  1.89it/s]\nEpoch 0: |          | 2339/? [20:40<00:00,  1.89it/s]\nEpoch 0: |          | 2340/? [20:40<00:00,  1.89it/s]\nEpoch 0: |          | 2340/? [20:40<00:00,  1.89it/s]\nEpoch 0: |          | 2341/? [20:41<00:00,  1.89it/s]\nEpoch 0: |          | 2341/? [20:41<00:00,  1.89it/s]\nEpoch 0: |          | 2342/? [20:41<00:00,  1.89it/s]\nEpoch 0: |          | 2342/? [20:41<00:00,  1.89it/s]\nEpoch 0: |          | 2343/? [20:42<00:00,  1.89it/s]\nEpoch 0: |          | 2343/? [20:42<00:00,  1.89it/s]\nEpoch 0: |          | 2344/? [20:42<00:00,  1.89it/s]\nEpoch 0: |          | 2344/? [20:42<00:00,  1.89it/s]\nEpoch 0: |          | 2345/? [20:43<00:00,  1.89it/s]\nEpoch 0: |          | 2345/? [20:43<00:00,  1.89it/s]\nEpoch 0: |          | 2346/? [20:43<00:00,  1.89it/s]\nEpoch 0: |          | 2346/? [20:43<00:00,  1.89it/s]\nEpoch 0: |          | 2347/? [20:44<00:00,  1.89it/s]\nEpoch 0: |          | 2347/? [20:44<00:00,  1.89it/s]\nEpoch 0: |          | 2348/? [20:44<00:00,  1.89it/s]\nEpoch 0: |          | 2348/? [20:44<00:00,  1.89it/s]\nEpoch 0: |          | 2349/? [20:44<00:00,  1.89it/s]\nEpoch 0: |          | 2349/? [20:44<00:00,  1.89it/s]\nEpoch 0: |          | 2350/? [20:45<00:00,  1.89it/s]\nEpoch 0: |          | 2350/? [20:45<00:00,  1.89it/s]\nEpoch 0: |          | 2351/? [20:45<00:00,  1.89it/s]\nEpoch 0: |          | 2351/? [20:45<00:00,  1.89it/s]\nEpoch 0: |          | 2352/? [20:46<00:00,  1.89it/s]\nEpoch 0: |          | 2352/? [20:46<00:00,  1.89it/s]\nEpoch 0: |          | 2353/? [20:46<00:00,  1.89it/s]\nEpoch 0: |          | 2353/? [20:46<00:00,  1.89it/s]\nEpoch 0: |          | 2354/? [20:47<00:00,  1.89it/s]\nEpoch 0: |          | 2354/? [20:47<00:00,  1.89it/s]\nEpoch 0: |          | 2355/? [20:47<00:00,  1.89it/s]\nEpoch 0: |          | 2355/? [20:47<00:00,  1.89it/s]\nEpoch 0: |          | 2356/? [20:48<00:00,  1.89it/s]\nEpoch 0: |          | 2356/? [20:48<00:00,  1.89it/s]\nEpoch 0: |          | 2357/? [20:48<00:00,  1.89it/s]\nEpoch 0: |          | 2357/? [20:48<00:00,  1.89it/s]\nEpoch 0: |          | 2358/? [20:48<00:00,  1.89it/s]\nEpoch 0: |          | 2358/? [20:48<00:00,  1.89it/s]\nEpoch 0: |          | 2359/? [20:49<00:00,  1.89it/s]\nEpoch 0: |          | 2359/? [20:49<00:00,  1.89it/s]\nEpoch 0: |          | 2360/? [20:49<00:00,  1.89it/s]\nEpoch 0: |          | 2360/? [20:49<00:00,  1.89it/s]\nEpoch 0: |          | 2361/? [20:50<00:00,  1.89it/s]\nEpoch 0: |          | 2361/? [20:50<00:00,  1.89it/s]\nEpoch 0: |          | 2362/? [20:50<00:00,  1.89it/s]\nEpoch 0: |          | 2362/? [20:50<00:00,  1.89it/s]\nEpoch 0: |          | 2363/? [20:51<00:00,  1.89it/s]\nEpoch 0: |          | 2363/? [20:51<00:00,  1.89it/s]\nEpoch 0: |          | 2364/? [20:51<00:00,  1.89it/s]\nEpoch 0: |          | 2364/? [20:51<00:00,  1.89it/s]\nEpoch 0: |          | 2365/? [20:52<00:00,  1.89it/s]\nEpoch 0: |          | 2365/? [20:52<00:00,  1.89it/s]\nEpoch 0: |          | 2366/? [20:52<00:00,  1.89it/s]\nEpoch 0: |          | 2366/? [20:52<00:00,  1.89it/s]\nEpoch 0: |          | 2367/? [20:52<00:00,  1.89it/s]\nEpoch 0: |          | 2367/? [20:52<00:00,  1.89it/s]\nEpoch 0: |          | 2368/? [20:53<00:00,  1.89it/s]\nEpoch 0: |          | 2368/? [20:53<00:00,  1.89it/s]\nEpoch 0: |          | 2369/? [20:53<00:00,  1.89it/s]\nEpoch 0: |          | 2369/? [20:53<00:00,  1.89it/s]\nEpoch 0: |          | 2370/? [20:54<00:00,  1.89it/s]\nEpoch 0: |          | 2370/? [20:54<00:00,  1.89it/s]\nEpoch 0: |          | 2371/? [20:54<00:00,  1.89it/s]\nEpoch 0: |          | 2371/? [20:54<00:00,  1.89it/s]\nEpoch 0: |          | 2372/? [20:55<00:00,  1.89it/s]\nEpoch 0: |          | 2372/? [20:55<00:00,  1.89it/s]\nEpoch 0: |          | 2373/? [20:55<00:00,  1.89it/s]\nEpoch 0: |          | 2373/? [20:55<00:00,  1.89it/s]\nEpoch 0: |          | 2374/? [20:55<00:00,  1.89it/s]\nEpoch 0: |          | 2374/? [20:55<00:00,  1.89it/s]\nEpoch 0: |          | 2375/? [20:56<00:00,  1.89it/s]\nEpoch 0: |          | 2375/? [20:56<00:00,  1.89it/s]\nEpoch 0: |          | 2376/? [20:56<00:00,  1.89it/s]\nEpoch 0: |          | 2376/? [20:56<00:00,  1.89it/s]\nEpoch 0: |          | 2377/? [20:57<00:00,  1.89it/s]\nEpoch 0: |          | 2377/? [20:57<00:00,  1.89it/s]\nEpoch 0: |          | 2378/? [20:57<00:00,  1.89it/s]\nEpoch 0: |          | 2378/? [20:57<00:00,  1.89it/s]\nEpoch 0: |          | 2379/? [20:58<00:00,  1.89it/s]\nEpoch 0: |          | 2379/? [20:58<00:00,  1.89it/s]\nEpoch 0: |          | 2380/? [20:58<00:00,  1.89it/s]\nEpoch 0: |          | 2380/? [20:58<00:00,  1.89it/s]\nEpoch 0: |          | 2381/? [20:59<00:00,  1.89it/s]\nEpoch 0: |          | 2381/? [20:59<00:00,  1.89it/s]\nEpoch 0: |          | 2382/? [20:59<00:00,  1.89it/s]\nEpoch 0: |          | 2382/? [20:59<00:00,  1.89it/s]\nEpoch 0: |          | 2383/? [21:00<00:00,  1.89it/s]\nEpoch 0: |          | 2383/? [21:00<00:00,  1.89it/s]\nEpoch 0: |          | 2384/? [21:00<00:00,  1.89it/s]\nEpoch 0: |          | 2384/? [21:00<00:00,  1.89it/s]\nEpoch 0: |          | 2385/? [21:00<00:00,  1.89it/s]\nEpoch 0: |          | 2385/? [21:00<00:00,  1.89it/s]\nEpoch 0: |          | 2386/? [21:01<00:00,  1.89it/s]\nEpoch 0: |          | 2386/? [21:01<00:00,  1.89it/s]\nEpoch 0: |          | 2387/? [21:01<00:00,  1.89it/s]\nEpoch 0: |          | 2387/? [21:01<00:00,  1.89it/s]\nEpoch 0: |          | 2388/? [21:02<00:00,  1.89it/s]\nEpoch 0: |          | 2388/? [21:02<00:00,  1.89it/s]\nEpoch 0: |          | 2389/? [21:02<00:00,  1.89it/s]\nEpoch 0: |          | 2389/? [21:02<00:00,  1.89it/s]\nEpoch 0: |          | 2390/? [21:03<00:00,  1.89it/s]\nEpoch 0: |          | 2390/? [21:03<00:00,  1.89it/s]\nEpoch 0: |          | 2391/? [21:03<00:00,  1.89it/s]\nEpoch 0: |          | 2391/? [21:03<00:00,  1.89it/s]\nEpoch 0: |          | 2392/? [21:04<00:00,  1.89it/s]\nEpoch 0: |          | 2392/? [21:04<00:00,  1.89it/s]\nEpoch 0: |          | 2393/? [21:04<00:00,  1.89it/s]\nEpoch 0: |          | 2393/? [21:04<00:00,  1.89it/s]\nEpoch 0: |          | 2394/? [21:05<00:00,  1.89it/s]\nEpoch 0: |          | 2394/? [21:05<00:00,  1.89it/s]\nEpoch 0: |          | 2395/? [21:05<00:00,  1.89it/s]\nEpoch 0: |          | 2395/? [21:05<00:00,  1.89it/s]\nEpoch 0: |          | 2396/? [21:05<00:00,  1.89it/s]\nEpoch 0: |          | 2396/? [21:05<00:00,  1.89it/s]\nEpoch 0: |          | 2397/? [21:06<00:00,  1.89it/s]\nEpoch 0: |          | 2397/? [21:06<00:00,  1.89it/s]\nEpoch 0: |          | 2398/? [21:06<00:00,  1.89it/s]\nEpoch 0: |          | 2398/? [21:06<00:00,  1.89it/s]\nEpoch 0: |          | 2399/? [21:07<00:00,  1.89it/s]\nEpoch 0: |          | 2399/? [21:07<00:00,  1.89it/s]\nEpoch 0: |          | 2400/? [21:07<00:00,  1.89it/s]\nEpoch 0: |          | 2400/? [21:07<00:00,  1.89it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  3.50it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  3.20it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  3.23it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  3.12it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 2400/? [21:09<00:00,  1.89it/s]\nEpoch 0: |          | 2401/? [21:09<00:00,  1.89it/s]\nEpoch 0: |          | 2401/? [21:09<00:00,  1.89it/s]\nEpoch 0: |          | 2402/? [21:09<00:00,  1.89it/s]\nEpoch 0: |          | 2402/? [21:09<00:00,  1.89it/s]\nEpoch 0: |          | 2403/? [21:10<00:00,  1.89it/s]\nEpoch 0: |          | 2403/? [21:10<00:00,  1.89it/s]\nEpoch 0: |          | 2404/? [21:10<00:00,  1.89it/s]\nEpoch 0: |          | 2404/? [21:10<00:00,  1.89it/s]\nEpoch 0: |          | 2405/? [21:11<00:00,  1.89it/s]\nEpoch 0: |          | 2405/? [21:11<00:00,  1.89it/s]\nEpoch 0: |          | 2406/? [21:11<00:00,  1.89it/s]\nEpoch 0: |          | 2406/? [21:11<00:00,  1.89it/s]\nEpoch 0: |          | 2407/? [21:12<00:00,  1.89it/s]\nEpoch 0: |          | 2407/? [21:12<00:00,  1.89it/s]\nEpoch 0: |          | 2408/? [21:12<00:00,  1.89it/s]\nEpoch 0: |          | 2408/? [21:12<00:00,  1.89it/s]\nEpoch 0: |          | 2409/? [21:13<00:00,  1.89it/s]\nEpoch 0: |          | 2409/? [21:13<00:00,  1.89it/s]\nEpoch 0: |          | 2410/? [21:13<00:00,  1.89it/s]\nEpoch 0: |          | 2410/? [21:13<00:00,  1.89it/s]\nEpoch 0: |          | 2411/? [21:13<00:00,  1.89it/s]\nEpoch 0: |          | 2411/? [21:13<00:00,  1.89it/s]\nEpoch 0: |          | 2412/? [21:14<00:00,  1.89it/s]\nEpoch 0: |          | 2412/? [21:14<00:00,  1.89it/s]\nEpoch 0: |          | 2413/? [21:14<00:00,  1.89it/s]\nEpoch 0: |          | 2413/? [21:14<00:00,  1.89it/s]\nEpoch 0: |          | 2414/? [21:15<00:00,  1.89it/s]\nEpoch 0: |          | 2414/? [21:15<00:00,  1.89it/s]\nEpoch 0: |          | 2415/? [21:15<00:00,  1.89it/s]\nEpoch 0: |          | 2415/? [21:15<00:00,  1.89it/s]\nEpoch 0: |          | 2416/? [21:16<00:00,  1.89it/s]\nEpoch 0: |          | 2416/? [21:16<00:00,  1.89it/s]\nEpoch 0: |          | 2417/? [21:16<00:00,  1.89it/s]\nEpoch 0: |          | 2417/? [21:16<00:00,  1.89it/s]\nEpoch 0: |          | 2418/? [21:17<00:00,  1.89it/s]\nEpoch 0: |          | 2418/? [21:17<00:00,  1.89it/s]\nEpoch 0: |          | 2419/? [21:17<00:00,  1.89it/s]\nEpoch 0: |          | 2419/? [21:17<00:00,  1.89it/s]\nEpoch 0: |          | 2420/? [21:17<00:00,  1.89it/s]\nEpoch 0: |          | 2420/? [21:17<00:00,  1.89it/s]\nEpoch 0: |          | 2421/? [21:18<00:00,  1.89it/s]\nEpoch 0: |          | 2421/? [21:18<00:00,  1.89it/s]\nEpoch 0: |          | 2422/? [21:18<00:00,  1.89it/s]\nEpoch 0: |          | 2422/? [21:18<00:00,  1.89it/s]\nEpoch 0: |          | 2423/? [21:19<00:00,  1.89it/s]\nEpoch 0: |          | 2423/? [21:19<00:00,  1.89it/s]\nEpoch 0: |          | 2424/? [21:19<00:00,  1.89it/s]\nEpoch 0: |          | 2424/? [21:19<00:00,  1.89it/s]\nEpoch 0: |          | 2425/? [21:20<00:00,  1.89it/s]\nEpoch 0: |          | 2425/? [21:20<00:00,  1.89it/s]\nEpoch 0: |          | 2426/? [21:20<00:00,  1.89it/s]\nEpoch 0: |          | 2426/? [21:20<00:00,  1.89it/s]\nEpoch 0: |          | 2427/? [21:21<00:00,  1.89it/s]\nEpoch 0: |          | 2427/? [21:21<00:00,  1.89it/s]\nEpoch 0: |          | 2428/? [21:21<00:00,  1.89it/s]\nEpoch 0: |          | 2428/? [21:21<00:00,  1.89it/s]\nEpoch 0: |          | 2429/? [21:22<00:00,  1.89it/s]\nEpoch 0: |          | 2429/? [21:22<00:00,  1.89it/s]\nEpoch 0: |          | 2430/? [21:22<00:00,  1.89it/s]\nEpoch 0: |          | 2430/? [21:22<00:00,  1.89it/s]\nEpoch 0: |          | 2431/? [21:22<00:00,  1.89it/s]\nEpoch 0: |          | 2431/? [21:22<00:00,  1.89it/s]\nEpoch 0: |          | 2432/? [21:23<00:00,  1.90it/s]\nEpoch 0: |          | 2432/? [21:23<00:00,  1.90it/s]\nEpoch 0: |          | 2433/? [21:23<00:00,  1.90it/s]\nEpoch 0: |          | 2433/? [21:23<00:00,  1.90it/s]\nEpoch 0: |          | 2434/? [21:24<00:00,  1.90it/s]\nEpoch 0: |          | 2434/? [21:24<00:00,  1.90it/s]\nEpoch 0: |          | 2435/? [21:24<00:00,  1.90it/s]\nEpoch 0: |          | 2435/? [21:24<00:00,  1.90it/s]\nEpoch 0: |          | 2436/? [21:25<00:00,  1.90it/s]\nEpoch 0: |          | 2436/? [21:25<00:00,  1.90it/s]\nEpoch 0: |          | 2437/? [21:25<00:00,  1.90it/s]\nEpoch 0: |          | 2437/? [21:25<00:00,  1.90it/s]\nEpoch 0: |          | 2438/? [21:25<00:00,  1.90it/s]\nEpoch 0: |          | 2438/? [21:25<00:00,  1.90it/s]\nEpoch 0: |          | 2439/? [21:26<00:00,  1.90it/s]\nEpoch 0: |          | 2439/? [21:26<00:00,  1.90it/s]\nEpoch 0: |          | 2440/? [21:26<00:00,  1.90it/s]\nEpoch 0: |          | 2440/? [21:26<00:00,  1.90it/s]\nEpoch 0: |          | 2441/? [21:27<00:00,  1.90it/s]\nEpoch 0: |          | 2441/? [21:27<00:00,  1.90it/s]\nEpoch 0: |          | 2442/? [21:27<00:00,  1.90it/s]\nEpoch 0: |          | 2442/? [21:27<00:00,  1.90it/s]\nEpoch 0: |          | 2443/? [21:28<00:00,  1.90it/s]\nEpoch 0: |          | 2443/? [21:28<00:00,  1.90it/s]\nEpoch 0: |          | 2444/? [21:28<00:00,  1.90it/s]\nEpoch 0: |          | 2444/? [21:28<00:00,  1.90it/s]\nEpoch 0: |          | 2445/? [21:29<00:00,  1.90it/s]\nEpoch 0: |          | 2445/? [21:29<00:00,  1.90it/s]\nEpoch 0: |          | 2446/? [21:29<00:00,  1.90it/s]\nEpoch 0: |          | 2446/? [21:29<00:00,  1.90it/s]\nEpoch 0: |          | 2447/? [21:30<00:00,  1.90it/s]\nEpoch 0: |          | 2447/? [21:30<00:00,  1.90it/s]\nEpoch 0: |          | 2448/? [21:30<00:00,  1.90it/s]\nEpoch 0: |          | 2448/? [21:30<00:00,  1.90it/s]\nEpoch 0: |          | 2449/? [21:30<00:00,  1.90it/s]\nEpoch 0: |          | 2449/? [21:30<00:00,  1.90it/s]\nEpoch 0: |          | 2450/? [21:31<00:00,  1.90it/s]\nEpoch 0: |          | 2450/? [21:31<00:00,  1.90it/s]\nEpoch 0: |          | 2451/? [21:31<00:00,  1.90it/s]\nEpoch 0: |          | 2451/? [21:31<00:00,  1.90it/s]\nEpoch 0: |          | 2452/? [21:32<00:00,  1.90it/s]\nEpoch 0: |          | 2452/? [21:32<00:00,  1.90it/s]\nEpoch 0: |          | 2453/? [21:32<00:00,  1.90it/s]\nEpoch 0: |          | 2453/? [21:32<00:00,  1.90it/s]\nEpoch 0: |          | 2454/? [21:33<00:00,  1.90it/s]\nEpoch 0: |          | 2454/? [21:33<00:00,  1.90it/s]\nEpoch 0: |          | 2455/? [21:33<00:00,  1.90it/s]\nEpoch 0: |          | 2455/? [21:33<00:00,  1.90it/s]\nEpoch 0: |          | 2456/? [21:34<00:00,  1.90it/s]\nEpoch 0: |          | 2456/? [21:34<00:00,  1.90it/s]\nEpoch 0: |          | 2457/? [21:34<00:00,  1.90it/s]\nEpoch 0: |          | 2457/? [21:34<00:00,  1.90it/s]\nEpoch 0: |          | 2458/? [21:34<00:00,  1.90it/s]\nEpoch 0: |          | 2458/? [21:34<00:00,  1.90it/s]\nEpoch 0: |          | 2459/? [21:35<00:00,  1.90it/s]\nEpoch 0: |          | 2459/? [21:35<00:00,  1.90it/s]\nEpoch 0: |          | 2460/? [21:35<00:00,  1.90it/s]\nEpoch 0: |          | 2460/? [21:35<00:00,  1.90it/s]\nEpoch 0: |          | 2461/? [21:36<00:00,  1.90it/s]\nEpoch 0: |          | 2461/? [21:36<00:00,  1.90it/s]\nEpoch 0: |          | 2462/? [21:36<00:00,  1.90it/s]\nEpoch 0: |          | 2462/? [21:36<00:00,  1.90it/s]\nEpoch 0: |          | 2463/? [21:37<00:00,  1.90it/s]\nEpoch 0: |          | 2463/? [21:37<00:00,  1.90it/s]\nEpoch 0: |          | 2464/? [21:37<00:00,  1.90it/s]\nEpoch 0: |          | 2464/? [21:37<00:00,  1.90it/s]\nEpoch 0: |          | 2465/? [21:38<00:00,  1.90it/s]\nEpoch 0: |          | 2465/? [21:38<00:00,  1.90it/s]\nEpoch 0: |          | 2466/? [21:38<00:00,  1.90it/s]\nEpoch 0: |          | 2466/? [21:38<00:00,  1.90it/s]\nEpoch 0: |          | 2467/? [21:38<00:00,  1.90it/s]\nEpoch 0: |          | 2467/? [21:38<00:00,  1.90it/s]\nEpoch 0: |          | 2468/? [21:39<00:00,  1.90it/s]\nEpoch 0: |          | 2468/? [21:39<00:00,  1.90it/s]\nEpoch 0: |          | 2469/? [21:39<00:00,  1.90it/s]\nEpoch 0: |          | 2469/? [21:39<00:00,  1.90it/s]\nEpoch 0: |          | 2470/? [21:40<00:00,  1.90it/s]\nEpoch 0: |          | 2470/? [21:40<00:00,  1.90it/s]\nEpoch 0: |          | 2471/? [21:40<00:00,  1.90it/s]\nEpoch 0: |          | 2471/? [21:40<00:00,  1.90it/s]\nEpoch 0: |          | 2472/? [21:41<00:00,  1.90it/s]\nEpoch 0: |          | 2472/? [21:41<00:00,  1.90it/s]\nEpoch 0: |          | 2473/? [21:41<00:00,  1.90it/s]\nEpoch 0: |          | 2473/? [21:41<00:00,  1.90it/s]\nEpoch 0: |          | 2474/? [21:42<00:00,  1.90it/s]\nEpoch 0: |          | 2474/? [21:42<00:00,  1.90it/s]\nEpoch 0: |          | 2475/? [21:42<00:00,  1.90it/s]\nEpoch 0: |          | 2475/? [21:42<00:00,  1.90it/s]\nEpoch 0: |          | 2476/? [21:42<00:00,  1.90it/s]\nEpoch 0: |          | 2476/? [21:42<00:00,  1.90it/s]\nEpoch 0: |          | 2477/? [21:43<00:00,  1.90it/s]\nEpoch 0: |          | 2477/? [21:43<00:00,  1.90it/s]\nEpoch 0: |          | 2478/? [21:43<00:00,  1.90it/s]\nEpoch 0: |          | 2478/? [21:43<00:00,  1.90it/s]\nEpoch 0: |          | 2479/? [21:44<00:00,  1.90it/s]\nEpoch 0: |          | 2479/? [21:44<00:00,  1.90it/s]\nEpoch 0: |          | 2480/? [21:44<00:00,  1.90it/s]\nEpoch 0: |          | 2480/? [21:44<00:00,  1.90it/s]\nEpoch 0: |          | 2481/? [21:45<00:00,  1.90it/s]\nEpoch 0: |          | 2481/? [21:45<00:00,  1.90it/s]\nEpoch 0: |          | 2482/? [21:45<00:00,  1.90it/s]\nEpoch 0: |          | 2482/? [21:45<00:00,  1.90it/s]\nEpoch 0: |          | 2483/? [21:46<00:00,  1.90it/s]\nEpoch 0: |          | 2483/? [21:46<00:00,  1.90it/s]\nEpoch 0: |          | 2484/? [21:46<00:00,  1.90it/s]\nEpoch 0: |          | 2484/? [21:46<00:00,  1.90it/s]\nEpoch 0: |          | 2485/? [21:46<00:00,  1.90it/s]\nEpoch 0: |          | 2485/? [21:46<00:00,  1.90it/s]\nEpoch 0: |          | 2486/? [21:47<00:00,  1.90it/s]\nEpoch 0: |          | 2486/? [21:47<00:00,  1.90it/s]\nEpoch 0: |          | 2487/? [21:47<00:00,  1.90it/s]\nEpoch 0: |          | 2487/? [21:47<00:00,  1.90it/s]\nEpoch 0: |          | 2488/? [21:48<00:00,  1.90it/s]\nEpoch 0: |          | 2488/? [21:48<00:00,  1.90it/s]\nEpoch 0: |          | 2489/? [21:48<00:00,  1.90it/s]\nEpoch 0: |          | 2489/? [21:48<00:00,  1.90it/s]\nEpoch 0: |          | 2490/? [21:49<00:00,  1.90it/s]\nEpoch 0: |          | 2490/? [21:49<00:00,  1.90it/s]\nEpoch 0: |          | 2491/? [21:49<00:00,  1.90it/s]\nEpoch 0: |          | 2491/? [21:49<00:00,  1.90it/s]\nEpoch 0: |          | 2492/? [21:49<00:00,  1.90it/s]\nEpoch 0: |          | 2492/? [21:49<00:00,  1.90it/s]\nEpoch 0: |          | 2493/? [21:50<00:00,  1.90it/s]\nEpoch 0: |          | 2493/? [21:50<00:00,  1.90it/s]\nEpoch 0: |          | 2494/? [21:50<00:00,  1.90it/s]\nEpoch 0: |          | 2494/? [21:50<00:00,  1.90it/s]\nEpoch 0: |          | 2495/? [21:51<00:00,  1.90it/s]\nEpoch 0: |          | 2495/? [21:51<00:00,  1.90it/s]\nEpoch 0: |          | 2496/? [21:51<00:00,  1.90it/s]\nEpoch 0: |          | 2496/? [21:51<00:00,  1.90it/s]\nEpoch 0: |          | 2497/? [21:52<00:00,  1.90it/s]\nEpoch 0: |          | 2497/? [21:52<00:00,  1.90it/s]\nEpoch 0: |          | 2498/? [21:52<00:00,  1.90it/s]\nEpoch 0: |          | 2498/? [21:52<00:00,  1.90it/s]\nEpoch 0: |          | 2499/? [21:53<00:00,  1.90it/s]\nEpoch 0: |          | 2499/? [21:53<00:00,  1.90it/s]\nEpoch 0: |          | 2500/? [21:53<00:00,  1.90it/s]\nEpoch 0: |          | 2500/? [21:53<00:00,  1.90it/s]\nEpoch 0: |          | 2501/? [21:53<00:00,  1.90it/s]\nEpoch 0: |          | 2501/? [21:53<00:00,  1.90it/s]\nEpoch 0: |          | 2502/? [21:54<00:00,  1.90it/s]\nEpoch 0: |          | 2502/? [21:54<00:00,  1.90it/s]\nEpoch 0: |          | 2503/? [21:54<00:00,  1.90it/s]\nEpoch 0: |          | 2503/? [21:54<00:00,  1.90it/s]\nEpoch 0: |          | 2504/? [21:55<00:00,  1.90it/s]\nEpoch 0: |          | 2504/? [21:55<00:00,  1.90it/s]\nEpoch 0: |          | 2505/? [21:55<00:00,  1.90it/s]\nEpoch 0: |          | 2505/? [21:55<00:00,  1.90it/s]\nEpoch 0: |          | 2506/? [21:56<00:00,  1.90it/s]\nEpoch 0: |          | 2506/? [21:56<00:00,  1.90it/s]\nEpoch 0: |          | 2507/? [21:56<00:00,  1.90it/s]\nEpoch 0: |          | 2507/? [21:56<00:00,  1.90it/s]\nEpoch 0: |          | 2508/? [21:57<00:00,  1.90it/s]\nEpoch 0: |          | 2508/? [21:57<00:00,  1.90it/s]\nEpoch 0: |          | 2509/? [21:57<00:00,  1.90it/s]\nEpoch 0: |          | 2509/? [21:57<00:00,  1.90it/s]\nEpoch 0: |          | 2510/? [21:57<00:00,  1.90it/s]\nEpoch 0: |          | 2510/? [21:57<00:00,  1.90it/s]\nEpoch 0: |          | 2511/? [21:58<00:00,  1.90it/s]\nEpoch 0: |          | 2511/? [21:58<00:00,  1.90it/s]\nEpoch 0: |          | 2512/? [21:58<00:00,  1.90it/s]\nEpoch 0: |          | 2512/? [21:58<00:00,  1.90it/s]\nEpoch 0: |          | 2513/? [21:59<00:00,  1.90it/s]\nEpoch 0: |          | 2513/? [21:59<00:00,  1.90it/s]\nEpoch 0: |          | 2514/? [21:59<00:00,  1.90it/s]\nEpoch 0: |          | 2514/? [21:59<00:00,  1.90it/s]\nEpoch 0: |          | 2515/? [22:00<00:00,  1.91it/s]\nEpoch 0: |          | 2515/? [22:00<00:00,  1.91it/s]\nEpoch 0: |          | 2516/? [22:00<00:00,  1.91it/s]\nEpoch 0: |          | 2516/? [22:00<00:00,  1.91it/s]\nEpoch 0: |          | 2517/? [22:01<00:00,  1.91it/s]\nEpoch 0: |          | 2517/? [22:01<00:00,  1.91it/s]\nEpoch 0: |          | 2518/? [22:01<00:00,  1.91it/s]\nEpoch 0: |          | 2518/? [22:01<00:00,  1.91it/s]\nEpoch 0: |          | 2519/? [22:01<00:00,  1.91it/s]\nEpoch 0: |          | 2519/? [22:01<00:00,  1.91it/s]\nEpoch 0: |          | 2520/? [22:02<00:00,  1.91it/s]\nEpoch 0: |          | 2520/? [22:02<00:00,  1.91it/s]\nEpoch 0: |          | 2521/? [22:02<00:00,  1.91it/s]\nEpoch 0: |          | 2521/? [22:02<00:00,  1.91it/s]\nEpoch 0: |          | 2522/? [22:03<00:00,  1.91it/s]\nEpoch 0: |          | 2522/? [22:03<00:00,  1.91it/s]\nEpoch 0: |          | 2523/? [22:03<00:00,  1.91it/s]\nEpoch 0: |          | 2523/? [22:03<00:00,  1.91it/s]\nEpoch 0: |          | 2524/? [22:04<00:00,  1.91it/s]\nEpoch 0: |          | 2524/? [22:04<00:00,  1.91it/s]\nEpoch 0: |          | 2525/? [22:04<00:00,  1.91it/s]\nEpoch 0: |          | 2525/? [22:04<00:00,  1.91it/s]\nEpoch 0: |          | 2526/? [22:05<00:00,  1.91it/s]\nEpoch 0: |          | 2526/? [22:05<00:00,  1.91it/s]\nEpoch 0: |          | 2527/? [22:05<00:00,  1.91it/s]\nEpoch 0: |          | 2527/? [22:05<00:00,  1.91it/s]\nEpoch 0: |          | 2528/? [22:05<00:00,  1.91it/s]\nEpoch 0: |          | 2528/? [22:05<00:00,  1.91it/s]\nEpoch 0: |          | 2529/? [22:06<00:00,  1.91it/s]\nEpoch 0: |          | 2529/? [22:06<00:00,  1.91it/s]\nEpoch 0: |          | 2530/? [22:06<00:00,  1.91it/s]\nEpoch 0: |          | 2530/? [22:06<00:00,  1.91it/s]\nEpoch 0: |          | 2531/? [22:07<00:00,  1.91it/s]\nEpoch 0: |          | 2531/? [22:07<00:00,  1.91it/s]\nEpoch 0: |          | 2532/? [22:07<00:00,  1.91it/s]\nEpoch 0: |          | 2532/? [22:07<00:00,  1.91it/s]\nEpoch 0: |          | 2533/? [22:08<00:00,  1.91it/s]\nEpoch 0: |          | 2533/? [22:08<00:00,  1.91it/s]\nEpoch 0: |          | 2534/? [22:08<00:00,  1.91it/s]\nEpoch 0: |          | 2534/? [22:08<00:00,  1.91it/s]\nEpoch 0: |          | 2535/? [22:08<00:00,  1.91it/s]\nEpoch 0: |          | 2535/? [22:08<00:00,  1.91it/s]\nEpoch 0: |          | 2536/? [22:09<00:00,  1.91it/s]\nEpoch 0: |          | 2536/? [22:09<00:00,  1.91it/s]\nEpoch 0: |          | 2537/? [22:09<00:00,  1.91it/s]\nEpoch 0: |          | 2537/? [22:09<00:00,  1.91it/s]\nEpoch 0: |          | 2538/? [22:10<00:00,  1.91it/s]\nEpoch 0: |          | 2538/? [22:10<00:00,  1.91it/s]\nEpoch 0: |          | 2539/? [22:10<00:00,  1.91it/s]\nEpoch 0: |          | 2539/? [22:10<00:00,  1.91it/s]\nEpoch 0: |          | 2540/? [22:11<00:00,  1.91it/s]\nEpoch 0: |          | 2540/? [22:11<00:00,  1.91it/s]\nEpoch 0: |          | 2541/? [22:11<00:00,  1.91it/s]\nEpoch 0: |          | 2541/? [22:11<00:00,  1.91it/s]\nEpoch 0: |          | 2542/? [22:12<00:00,  1.91it/s]\nEpoch 0: |          | 2542/? [22:12<00:00,  1.91it/s]\nEpoch 0: |          | 2543/? [22:12<00:00,  1.91it/s]\nEpoch 0: |          | 2543/? [22:12<00:00,  1.91it/s]\nEpoch 0: |          | 2544/? [22:12<00:00,  1.91it/s]\nEpoch 0: |          | 2544/? [22:12<00:00,  1.91it/s]\nEpoch 0: |          | 2545/? [22:13<00:00,  1.91it/s]\nEpoch 0: |          | 2545/? [22:13<00:00,  1.91it/s]\nEpoch 0: |          | 2546/? [22:13<00:00,  1.91it/s]\nEpoch 0: |          | 2546/? [22:13<00:00,  1.91it/s]\nEpoch 0: |          | 2547/? [22:14<00:00,  1.91it/s]\nEpoch 0: |          | 2547/? [22:14<00:00,  1.91it/s]\nEpoch 0: |          | 2548/? [22:14<00:00,  1.91it/s]\nEpoch 0: |          | 2548/? [22:14<00:00,  1.91it/s]\nEpoch 0: |          | 2549/? [22:15<00:00,  1.91it/s]\nEpoch 0: |          | 2549/? [22:15<00:00,  1.91it/s]\nEpoch 0: |          | 2550/? [22:15<00:00,  1.91it/s]\nEpoch 0: |          | 2550/? [22:15<00:00,  1.91it/s]\nEpoch 0: |          | 2551/? [22:16<00:00,  1.91it/s]\nEpoch 0: |          | 2551/? [22:16<00:00,  1.91it/s]\nEpoch 0: |          | 2552/? [22:16<00:00,  1.91it/s]\nEpoch 0: |          | 2552/? [22:16<00:00,  1.91it/s]\nEpoch 0: |          | 2553/? [22:16<00:00,  1.91it/s]\nEpoch 0: |          | 2553/? [22:16<00:00,  1.91it/s]\nEpoch 0: |          | 2554/? [22:17<00:00,  1.91it/s]\nEpoch 0: |          | 2554/? [22:17<00:00,  1.91it/s]\nEpoch 0: |          | 2555/? [22:17<00:00,  1.91it/s]\nEpoch 0: |          | 2555/? [22:17<00:00,  1.91it/s]\nEpoch 0: |          | 2556/? [22:18<00:00,  1.91it/s]\nEpoch 0: |          | 2556/? [22:18<00:00,  1.91it/s]\nEpoch 0: |          | 2557/? [22:18<00:00,  1.91it/s]\nEpoch 0: |          | 2557/? [22:18<00:00,  1.91it/s]\nEpoch 0: |          | 2558/? [22:19<00:00,  1.91it/s]\nEpoch 0: |          | 2558/? [22:19<00:00,  1.91it/s]\nEpoch 0: |          | 2559/? [22:19<00:00,  1.91it/s]\nEpoch 0: |          | 2559/? [22:19<00:00,  1.91it/s]\nEpoch 0: |          | 2560/? [22:20<00:00,  1.91it/s]\nEpoch 0: |          | 2560/? [22:20<00:00,  1.91it/s]\nEpoch 0: |          | 2561/? [22:20<00:00,  1.91it/s]\nEpoch 0: |          | 2561/? [22:20<00:00,  1.91it/s]\nEpoch 0: |          | 2562/? [22:20<00:00,  1.91it/s]\nEpoch 0: |          | 2562/? [22:20<00:00,  1.91it/s]\nEpoch 0: |          | 2563/? [22:21<00:00,  1.91it/s]\nEpoch 0: |          | 2563/? [22:21<00:00,  1.91it/s]\nEpoch 0: |          | 2564/? [22:21<00:00,  1.91it/s]\nEpoch 0: |          | 2564/? [22:21<00:00,  1.91it/s]\nEpoch 0: |          | 2565/? [22:22<00:00,  1.91it/s]\nEpoch 0: |          | 2565/? [22:22<00:00,  1.91it/s]\nEpoch 0: |          | 2566/? [22:22<00:00,  1.91it/s]\nEpoch 0: |          | 2566/? [22:22<00:00,  1.91it/s]\nEpoch 0: |          | 2567/? [22:23<00:00,  1.91it/s]\nEpoch 0: |          | 2567/? [22:23<00:00,  1.91it/s]\nEpoch 0: |          | 2568/? [22:23<00:00,  1.91it/s]\nEpoch 0: |          | 2568/? [22:23<00:00,  1.91it/s]\nEpoch 0: |          | 2569/? [22:23<00:00,  1.91it/s]\nEpoch 0: |          | 2569/? [22:23<00:00,  1.91it/s]\nEpoch 0: |          | 2570/? [22:24<00:00,  1.91it/s]\nEpoch 0: |          | 2570/? [22:24<00:00,  1.91it/s]\nEpoch 0: |          | 2571/? [22:24<00:00,  1.91it/s]\nEpoch 0: |          | 2571/? [22:24<00:00,  1.91it/s]\nEpoch 0: |          | 2572/? [22:25<00:00,  1.91it/s]\nEpoch 0: |          | 2572/? [22:25<00:00,  1.91it/s]\nEpoch 0: |          | 2573/? [22:25<00:00,  1.91it/s]\nEpoch 0: |          | 2573/? [22:25<00:00,  1.91it/s]\nEpoch 0: |          | 2574/? [22:26<00:00,  1.91it/s]\nEpoch 0: |          | 2574/? [22:26<00:00,  1.91it/s]\nEpoch 0: |          | 2575/? [22:26<00:00,  1.91it/s]\nEpoch 0: |          | 2575/? [22:26<00:00,  1.91it/s]\nEpoch 0: |          | 2576/? [22:27<00:00,  1.91it/s]\nEpoch 0: |          | 2576/? [22:27<00:00,  1.91it/s]\nEpoch 0: |          | 2577/? [22:27<00:00,  1.91it/s]\nEpoch 0: |          | 2577/? [22:27<00:00,  1.91it/s]\nEpoch 0: |          | 2578/? [22:27<00:00,  1.91it/s]\nEpoch 0: |          | 2578/? [22:27<00:00,  1.91it/s]\nEpoch 0: |          | 2579/? [22:28<00:00,  1.91it/s]\nEpoch 0: |          | 2579/? [22:28<00:00,  1.91it/s]\nEpoch 0: |          | 2580/? [22:28<00:00,  1.91it/s]\nEpoch 0: |          | 2580/? [22:28<00:00,  1.91it/s]\nEpoch 0: |          | 2581/? [22:29<00:00,  1.91it/s]\nEpoch 0: |          | 2581/? [22:29<00:00,  1.91it/s]\nEpoch 0: |          | 2582/? [22:29<00:00,  1.91it/s]\nEpoch 0: |          | 2582/? [22:29<00:00,  1.91it/s]\nEpoch 0: |          | 2583/? [22:30<00:00,  1.91it/s]\nEpoch 0: |          | 2583/? [22:30<00:00,  1.91it/s]\nEpoch 0: |          | 2584/? [22:30<00:00,  1.91it/s]\nEpoch 0: |          | 2584/? [22:30<00:00,  1.91it/s]\nEpoch 0: |          | 2585/? [22:31<00:00,  1.91it/s]\nEpoch 0: |          | 2585/? [22:31<00:00,  1.91it/s]\nEpoch 0: |          | 2586/? [22:31<00:00,  1.91it/s]\nEpoch 0: |          | 2586/? [22:31<00:00,  1.91it/s]\nEpoch 0: |          | 2587/? [22:31<00:00,  1.91it/s]\nEpoch 0: |          | 2587/? [22:31<00:00,  1.91it/s]\nEpoch 0: |          | 2588/? [22:32<00:00,  1.91it/s]\nEpoch 0: |          | 2588/? [22:32<00:00,  1.91it/s]\nEpoch 0: |          | 2589/? [22:32<00:00,  1.91it/s]\nEpoch 0: |          | 2589/? [22:32<00:00,  1.91it/s]\nEpoch 0: |          | 2590/? [22:33<00:00,  1.91it/s]\nEpoch 0: |          | 2590/? [22:33<00:00,  1.91it/s]\nEpoch 0: |          | 2591/? [22:33<00:00,  1.91it/s]\nEpoch 0: |          | 2591/? [22:33<00:00,  1.91it/s]\nEpoch 0: |          | 2592/? [22:34<00:00,  1.91it/s]\nEpoch 0: |          | 2592/? [22:34<00:00,  1.91it/s]\nEpoch 0: |          | 2593/? [22:34<00:00,  1.91it/s]\nEpoch 0: |          | 2593/? [22:34<00:00,  1.91it/s]\nEpoch 0: |          | 2594/? [22:34<00:00,  1.91it/s]\nEpoch 0: |          | 2594/? [22:34<00:00,  1.91it/s]\nEpoch 0: |          | 2595/? [22:35<00:00,  1.91it/s]\nEpoch 0: |          | 2595/? [22:35<00:00,  1.91it/s]\nEpoch 0: |          | 2596/? [22:35<00:00,  1.91it/s]\nEpoch 0: |          | 2596/? [22:35<00:00,  1.91it/s]\nEpoch 0: |          | 2597/? [22:36<00:00,  1.91it/s]\nEpoch 0: |          | 2597/? [22:36<00:00,  1.91it/s]\nEpoch 0: |          | 2598/? [22:36<00:00,  1.91it/s]\nEpoch 0: |          | 2598/? [22:36<00:00,  1.91it/s]\nEpoch 0: |          | 2599/? [22:37<00:00,  1.91it/s]\nEpoch 0: |          | 2599/? [22:37<00:00,  1.91it/s]\nEpoch 0: |          | 2600/? [22:37<00:00,  1.92it/s]\nEpoch 0: |          | 2600/? [22:37<00:00,  1.92it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  3.40it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  3.13it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  3.17it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  3.09it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 2600/? [22:38<00:00,  1.91it/s]\nEpoch 0: |          | 2601/? [22:39<00:00,  1.91it/s]\nEpoch 0: |          | 2601/? [22:39<00:00,  1.91it/s]\nEpoch 0: |          | 2602/? [22:39<00:00,  1.91it/s]\nEpoch 0: |          | 2602/? [22:39<00:00,  1.91it/s]\nEpoch 0: |          | 2603/? [22:40<00:00,  1.91it/s]\nEpoch 0: |          | 2603/? [22:40<00:00,  1.91it/s]\nEpoch 0: |          | 2604/? [22:40<00:00,  1.91it/s]\nEpoch 0: |          | 2604/? [22:40<00:00,  1.91it/s]\nEpoch 0: |          | 2605/? [22:41<00:00,  1.91it/s]\nEpoch 0: |          | 2605/? [22:41<00:00,  1.91it/s]\nEpoch 0: |          | 2606/? [22:41<00:00,  1.91it/s]\nEpoch 0: |          | 2606/? [22:41<00:00,  1.91it/s]\nEpoch 0: |          | 2607/? [22:42<00:00,  1.91it/s]\nEpoch 0: |          | 2607/? [22:42<00:00,  1.91it/s]\nEpoch 0: |          | 2608/? [22:42<00:00,  1.91it/s]\nEpoch 0: |          | 2608/? [22:42<00:00,  1.91it/s]\nEpoch 0: |          | 2609/? [22:42<00:00,  1.91it/s]\nEpoch 0: |          | 2609/? [22:42<00:00,  1.91it/s]\nEpoch 0: |          | 2610/? [22:43<00:00,  1.91it/s]\nEpoch 0: |          | 2610/? [22:43<00:00,  1.91it/s]\nEpoch 0: |          | 2611/? [22:43<00:00,  1.91it/s]\nEpoch 0: |          | 2611/? [22:43<00:00,  1.91it/s]\nEpoch 0: |          | 2612/? [22:44<00:00,  1.91it/s]\nEpoch 0: |          | 2612/? [22:44<00:00,  1.91it/s]\nEpoch 0: |          | 2613/? [22:44<00:00,  1.91it/s]\nEpoch 0: |          | 2613/? [22:44<00:00,  1.91it/s]\nEpoch 0: |          | 2614/? [22:45<00:00,  1.91it/s]\nEpoch 0: |          | 2614/? [22:45<00:00,  1.91it/s]\nEpoch 0: |          | 2615/? [22:45<00:00,  1.91it/s]\nEpoch 0: |          | 2615/? [22:45<00:00,  1.91it/s]\nEpoch 0: |          | 2616/? [22:46<00:00,  1.91it/s]\nEpoch 0: |          | 2616/? [22:46<00:00,  1.91it/s]\nEpoch 0: |          | 2617/? [22:46<00:00,  1.92it/s]\nEpoch 0: |          | 2617/? [22:46<00:00,  1.92it/s]\nEpoch 0: |          | 2618/? [22:46<00:00,  1.92it/s]\nEpoch 0: |          | 2618/? [22:46<00:00,  1.92it/s]\nEpoch 0: |          | 2619/? [22:47<00:00,  1.92it/s]\nEpoch 0: |          | 2619/? [22:47<00:00,  1.92it/s]\nEpoch 0: |          | 2620/? [22:47<00:00,  1.92it/s]\nEpoch 0: |          | 2620/? [22:47<00:00,  1.92it/s]\nEpoch 0: |          | 2621/? [22:48<00:00,  1.92it/s]\nEpoch 0: |          | 2621/? [22:48<00:00,  1.92it/s]\nEpoch 0: |          | 2622/? [22:48<00:00,  1.92it/s]\nEpoch 0: |          | 2622/? [22:48<00:00,  1.92it/s]\nEpoch 0: |          | 2623/? [22:49<00:00,  1.92it/s]\nEpoch 0: |          | 2623/? [22:49<00:00,  1.92it/s]\nEpoch 0: |          | 2624/? [22:49<00:00,  1.92it/s]\nEpoch 0: |          | 2624/? [22:49<00:00,  1.92it/s]\nEpoch 0: |          | 2625/? [22:50<00:00,  1.92it/s]\nEpoch 0: |          | 2625/? [22:50<00:00,  1.92it/s]\nEpoch 0: |          | 2626/? [22:50<00:00,  1.92it/s]\nEpoch 0: |          | 2626/? [22:50<00:00,  1.92it/s]\nEpoch 0: |          | 2627/? [22:51<00:00,  1.92it/s]\nEpoch 0: |          | 2627/? [22:51<00:00,  1.92it/s]\nEpoch 0: |          | 2628/? [22:51<00:00,  1.92it/s]\nEpoch 0: |          | 2628/? [22:51<00:00,  1.92it/s]\nEpoch 0: |          | 2629/? [22:51<00:00,  1.92it/s]\nEpoch 0: |          | 2629/? [22:51<00:00,  1.92it/s]\nEpoch 0: |          | 2630/? [22:52<00:00,  1.92it/s]\nEpoch 0: |          | 2630/? [22:52<00:00,  1.92it/s]\nEpoch 0: |          | 2631/? [22:52<00:00,  1.92it/s]\nEpoch 0: |          | 2631/? [22:52<00:00,  1.92it/s]\nEpoch 0: |          | 2632/? [22:53<00:00,  1.92it/s]\nEpoch 0: |          | 2632/? [22:53<00:00,  1.92it/s]\nEpoch 0: |          | 2633/? [22:53<00:00,  1.92it/s]\nEpoch 0: |          | 2633/? [22:53<00:00,  1.92it/s]\nEpoch 0: |          | 2634/? [22:54<00:00,  1.92it/s]\nEpoch 0: |          | 2634/? [22:54<00:00,  1.92it/s]\nEpoch 0: |          | 2635/? [22:54<00:00,  1.92it/s]\nEpoch 0: |          | 2635/? [22:54<00:00,  1.92it/s]\nEpoch 0: |          | 2636/? [22:54<00:00,  1.92it/s]\nEpoch 0: |          | 2636/? [22:54<00:00,  1.92it/s]\nEpoch 0: |          | 2637/? [22:55<00:00,  1.92it/s]\nEpoch 0: |          | 2637/? [22:55<00:00,  1.92it/s]\nEpoch 0: |          | 2638/? [22:55<00:00,  1.92it/s]\nEpoch 0: |          | 2638/? [22:55<00:00,  1.92it/s]\nEpoch 0: |          | 2639/? [22:56<00:00,  1.92it/s]\nEpoch 0: |          | 2639/? [22:56<00:00,  1.92it/s]\nEpoch 0: |          | 2640/? [22:56<00:00,  1.92it/s]\nEpoch 0: |          | 2640/? [22:56<00:00,  1.92it/s]\nEpoch 0: |          | 2641/? [22:57<00:00,  1.92it/s]\nEpoch 0: |          | 2641/? [22:57<00:00,  1.92it/s]\nEpoch 0: |          | 2642/? [22:57<00:00,  1.92it/s]\nEpoch 0: |          | 2642/? [22:57<00:00,  1.92it/s]\nEpoch 0: |          | 2643/? [22:58<00:00,  1.92it/s]\nEpoch 0: |          | 2643/? [22:58<00:00,  1.92it/s]\nEpoch 0: |          | 2644/? [22:58<00:00,  1.92it/s]\nEpoch 0: |          | 2644/? [22:58<00:00,  1.92it/s]\nEpoch 0: |          | 2645/? [22:58<00:00,  1.92it/s]\nEpoch 0: |          | 2645/? [22:58<00:00,  1.92it/s]\nEpoch 0: |          | 2646/? [22:59<00:00,  1.92it/s]\nEpoch 0: |          | 2646/? [22:59<00:00,  1.92it/s]\nEpoch 0: |          | 2647/? [22:59<00:00,  1.92it/s]\nEpoch 0: |          | 2647/? [22:59<00:00,  1.92it/s]\nEpoch 0: |          | 2648/? [23:00<00:00,  1.92it/s]\nEpoch 0: |          | 2648/? [23:00<00:00,  1.92it/s]\nEpoch 0: |          | 2649/? [23:00<00:00,  1.92it/s]\nEpoch 0: |          | 2649/? [23:00<00:00,  1.92it/s]\nEpoch 0: |          | 2650/? [23:01<00:00,  1.92it/s]\nEpoch 0: |          | 2650/? [23:01<00:00,  1.92it/s]\nEpoch 0: |          | 2651/? [23:01<00:00,  1.92it/s]\nEpoch 0: |          | 2651/? [23:01<00:00,  1.92it/s]\nEpoch 0: |          | 2652/? [23:02<00:00,  1.92it/s]\nEpoch 0: |          | 2652/? [23:02<00:00,  1.92it/s]\nEpoch 0: |          | 2653/? [23:02<00:00,  1.92it/s]\nEpoch 0: |          | 2653/? [23:02<00:00,  1.92it/s]\nEpoch 0: |          | 2654/? [23:02<00:00,  1.92it/s]\nEpoch 0: |          | 2654/? [23:02<00:00,  1.92it/s]\nEpoch 0: |          | 2655/? [23:03<00:00,  1.92it/s]\nEpoch 0: |          | 2655/? [23:03<00:00,  1.92it/s]\nEpoch 0: |          | 2656/? [23:03<00:00,  1.92it/s]\nEpoch 0: |          | 2656/? [23:03<00:00,  1.92it/s]\nEpoch 0: |          | 2657/? [23:04<00:00,  1.92it/s]\nEpoch 0: |          | 2657/? [23:04<00:00,  1.92it/s]\nEpoch 0: |          | 2658/? [23:04<00:00,  1.92it/s]\nEpoch 0: |          | 2658/? [23:04<00:00,  1.92it/s]\nEpoch 0: |          | 2659/? [23:05<00:00,  1.92it/s]\nEpoch 0: |          | 2659/? [23:05<00:00,  1.92it/s]\nEpoch 0: |          | 2660/? [23:05<00:00,  1.92it/s]\nEpoch 0: |          | 2660/? [23:05<00:00,  1.92it/s]\nEpoch 0: |          | 2661/? [23:05<00:00,  1.92it/s]\nEpoch 0: |          | 2661/? [23:05<00:00,  1.92it/s]\nEpoch 0: |          | 2662/? [23:06<00:00,  1.92it/s]\nEpoch 0: |          | 2662/? [23:06<00:00,  1.92it/s]\nEpoch 0: |          | 2663/? [23:06<00:00,  1.92it/s]\nEpoch 0: |          | 2663/? [23:06<00:00,  1.92it/s]\nEpoch 0: |          | 2664/? [23:07<00:00,  1.92it/s]\nEpoch 0: |          | 2664/? [23:07<00:00,  1.92it/s]\nEpoch 0: |          | 2665/? [23:07<00:00,  1.92it/s]\nEpoch 0: |          | 2665/? [23:07<00:00,  1.92it/s]\nEpoch 0: |          | 2666/? [23:08<00:00,  1.92it/s]\nEpoch 0: |          | 2666/? [23:08<00:00,  1.92it/s]\nEpoch 0: |          | 2667/? [23:08<00:00,  1.92it/s]\nEpoch 0: |          | 2667/? [23:08<00:00,  1.92it/s]\nEpoch 0: |          | 2668/? [23:09<00:00,  1.92it/s]\nEpoch 0: |          | 2668/? [23:09<00:00,  1.92it/s]\nEpoch 0: |          | 2669/? [23:09<00:00,  1.92it/s]\nEpoch 0: |          | 2669/? [23:09<00:00,  1.92it/s]\nEpoch 0: |          | 2670/? [23:10<00:00,  1.92it/s]\nEpoch 0: |          | 2670/? [23:10<00:00,  1.92it/s]\nEpoch 0: |          | 2671/? [23:10<00:00,  1.92it/s]\nEpoch 0: |          | 2671/? [23:10<00:00,  1.92it/s]\nEpoch 0: |          | 2672/? [23:10<00:00,  1.92it/s]\nEpoch 0: |          | 2672/? [23:10<00:00,  1.92it/s]\nEpoch 0: |          | 2673/? [23:11<00:00,  1.92it/s]\nEpoch 0: |          | 2673/? [23:11<00:00,  1.92it/s]\nEpoch 0: |          | 2674/? [23:11<00:00,  1.92it/s]\nEpoch 0: |          | 2674/? [23:11<00:00,  1.92it/s]\nEpoch 0: |          | 2675/? [23:12<00:00,  1.92it/s]\nEpoch 0: |          | 2675/? [23:12<00:00,  1.92it/s]\nEpoch 0: |          | 2676/? [23:12<00:00,  1.92it/s]\nEpoch 0: |          | 2676/? [23:12<00:00,  1.92it/s]\nEpoch 0: |          | 2677/? [23:13<00:00,  1.92it/s]\nEpoch 0: |          | 2677/? [23:13<00:00,  1.92it/s]\nEpoch 0: |          | 2678/? [23:13<00:00,  1.92it/s]\nEpoch 0: |          | 2678/? [23:13<00:00,  1.92it/s]\nEpoch 0: |          | 2679/? [23:14<00:00,  1.92it/s]\nEpoch 0: |          | 2679/? [23:14<00:00,  1.92it/s]\nEpoch 0: |          | 2680/? [23:14<00:00,  1.92it/s]\nEpoch 0: |          | 2680/? [23:14<00:00,  1.92it/s]\nEpoch 0: |          | 2681/? [23:14<00:00,  1.92it/s]\nEpoch 0: |          | 2681/? [23:14<00:00,  1.92it/s]\nEpoch 0: |          | 2682/? [23:15<00:00,  1.92it/s]\nEpoch 0: |          | 2682/? [23:15<00:00,  1.92it/s]\nEpoch 0: |          | 2683/? [23:15<00:00,  1.92it/s]\nEpoch 0: |          | 2683/? [23:15<00:00,  1.92it/s]\nEpoch 0: |          | 2684/? [23:16<00:00,  1.92it/s]\nEpoch 0: |          | 2684/? [23:16<00:00,  1.92it/s]\nEpoch 0: |          | 2685/? [23:16<00:00,  1.92it/s]\nEpoch 0: |          | 2685/? [23:16<00:00,  1.92it/s]\nEpoch 0: |          | 2686/? [23:17<00:00,  1.92it/s]\nEpoch 0: |          | 2686/? [23:17<00:00,  1.92it/s]\nEpoch 0: |          | 2687/? [23:17<00:00,  1.92it/s]\nEpoch 0: |          | 2687/? [23:17<00:00,  1.92it/s]\nEpoch 0: |          | 2688/? [23:17<00:00,  1.92it/s]\nEpoch 0: |          | 2688/? [23:17<00:00,  1.92it/s]\nEpoch 0: |          | 2689/? [23:18<00:00,  1.92it/s]\nEpoch 0: |          | 2689/? [23:18<00:00,  1.92it/s]\nEpoch 0: |          | 2690/? [23:18<00:00,  1.92it/s]\nEpoch 0: |          | 2690/? [23:18<00:00,  1.92it/s]\nEpoch 0: |          | 2691/? [23:19<00:00,  1.92it/s]\nEpoch 0: |          | 2691/? [23:19<00:00,  1.92it/s]\nEpoch 0: |          | 2692/? [23:19<00:00,  1.92it/s]\nEpoch 0: |          | 2692/? [23:19<00:00,  1.92it/s]\nEpoch 0: |          | 2693/? [23:20<00:00,  1.92it/s]\nEpoch 0: |          | 2693/? [23:20<00:00,  1.92it/s]\nEpoch 0: |          | 2694/? [23:20<00:00,  1.92it/s]\nEpoch 0: |          | 2694/? [23:20<00:00,  1.92it/s]\nEpoch 0: |          | 2695/? [23:20<00:00,  1.92it/s]\nEpoch 0: |          | 2695/? [23:20<00:00,  1.92it/s]\nEpoch 0: |          | 2696/? [23:21<00:00,  1.92it/s]\nEpoch 0: |          | 2696/? [23:21<00:00,  1.92it/s]\nEpoch 0: |          | 2697/? [23:21<00:00,  1.92it/s]\nEpoch 0: |          | 2697/? [23:21<00:00,  1.92it/s]\nEpoch 0: |          | 2698/? [23:22<00:00,  1.92it/s]\nEpoch 0: |          | 2698/? [23:22<00:00,  1.92it/s]\nEpoch 0: |          | 2699/? [23:22<00:00,  1.92it/s]\nEpoch 0: |          | 2699/? [23:22<00:00,  1.92it/s]\nEpoch 0: |          | 2700/? [23:23<00:00,  1.92it/s]\nEpoch 0: |          | 2700/? [23:23<00:00,  1.92it/s]\nEpoch 0: |          | 2701/? [23:23<00:00,  1.92it/s]\nEpoch 0: |          | 2701/? [23:23<00:00,  1.92it/s]\nEpoch 0: |          | 2702/? [23:24<00:00,  1.92it/s]\nEpoch 0: |          | 2702/? [23:24<00:00,  1.92it/s]\nEpoch 0: |          | 2703/? [23:24<00:00,  1.92it/s]\nEpoch 0: |          | 2703/? [23:24<00:00,  1.92it/s]\nEpoch 0: |          | 2704/? [23:24<00:00,  1.92it/s]\nEpoch 0: |          | 2704/? [23:24<00:00,  1.92it/s]\nEpoch 0: |          | 2705/? [23:25<00:00,  1.92it/s]\nEpoch 0: |          | 2705/? [23:25<00:00,  1.92it/s]\nEpoch 0: |          | 2706/? [23:25<00:00,  1.92it/s]\nEpoch 0: |          | 2706/? [23:25<00:00,  1.92it/s]\nEpoch 0: |          | 2707/? [23:26<00:00,  1.92it/s]\nEpoch 0: |          | 2707/? [23:26<00:00,  1.92it/s]\nEpoch 0: |          | 2708/? [23:26<00:00,  1.93it/s]\nEpoch 0: |          | 2708/? [23:26<00:00,  1.93it/s]\nEpoch 0: |          | 2709/? [23:27<00:00,  1.93it/s]\nEpoch 0: |          | 2709/? [23:27<00:00,  1.93it/s]\nEpoch 0: |          | 2710/? [23:27<00:00,  1.93it/s]\nEpoch 0: |          | 2710/? [23:27<00:00,  1.93it/s]\nEpoch 0: |          | 2711/? [23:28<00:00,  1.93it/s]\nEpoch 0: |          | 2711/? [23:28<00:00,  1.93it/s]\nEpoch 0: |          | 2712/? [23:28<00:00,  1.93it/s]\nEpoch 0: |          | 2712/? [23:28<00:00,  1.93it/s]\nEpoch 0: |          | 2713/? [23:28<00:00,  1.93it/s]\nEpoch 0: |          | 2713/? [23:28<00:00,  1.93it/s]\nEpoch 0: |          | 2714/? [23:29<00:00,  1.93it/s]\nEpoch 0: |          | 2714/? [23:29<00:00,  1.93it/s]\nEpoch 0: |          | 2715/? [23:29<00:00,  1.93it/s]\nEpoch 0: |          | 2715/? [23:29<00:00,  1.93it/s]\nEpoch 0: |          | 2716/? [23:30<00:00,  1.93it/s]\nEpoch 0: |          | 2716/? [23:30<00:00,  1.93it/s]\nEpoch 0: |          | 2717/? [23:30<00:00,  1.93it/s]\nEpoch 0: |          | 2717/? [23:30<00:00,  1.93it/s]\nEpoch 0: |          | 2718/? [23:31<00:00,  1.93it/s]\nEpoch 0: |          | 2718/? [23:31<00:00,  1.93it/s]\nEpoch 0: |          | 2719/? [23:31<00:00,  1.93it/s]\nEpoch 0: |          | 2719/? [23:31<00:00,  1.93it/s]\nEpoch 0: |          | 2720/? [23:32<00:00,  1.93it/s]\nEpoch 0: |          | 2720/? [23:32<00:00,  1.93it/s]\nEpoch 0: |          | 2721/? [23:32<00:00,  1.93it/s]\nEpoch 0: |          | 2721/? [23:32<00:00,  1.93it/s]\nEpoch 0: |          | 2722/? [23:32<00:00,  1.93it/s]\nEpoch 0: |          | 2722/? [23:32<00:00,  1.93it/s]\nEpoch 0: |          | 2723/? [23:33<00:00,  1.93it/s]\nEpoch 0: |          | 2723/? [23:33<00:00,  1.93it/s]\nEpoch 0: |          | 2724/? [23:33<00:00,  1.93it/s]\nEpoch 0: |          | 2724/? [23:33<00:00,  1.93it/s]\nEpoch 0: |          | 2725/? [23:34<00:00,  1.93it/s]\nEpoch 0: |          | 2725/? [23:34<00:00,  1.93it/s]\nEpoch 0: |          | 2726/? [23:34<00:00,  1.93it/s]\nEpoch 0: |          | 2726/? [23:34<00:00,  1.93it/s]\nEpoch 0: |          | 2727/? [23:35<00:00,  1.93it/s]\nEpoch 0: |          | 2727/? [23:35<00:00,  1.93it/s]\nEpoch 0: |          | 2728/? [23:35<00:00,  1.93it/s]\nEpoch 0: |          | 2728/? [23:35<00:00,  1.93it/s]\nEpoch 0: |          | 2729/? [23:35<00:00,  1.93it/s]\nEpoch 0: |          | 2729/? [23:35<00:00,  1.93it/s]\nEpoch 0: |          | 2730/? [23:36<00:00,  1.93it/s]\nEpoch 0: |          | 2730/? [23:36<00:00,  1.93it/s]\nEpoch 0: |          | 2731/? [23:36<00:00,  1.93it/s]\nEpoch 0: |          | 2731/? [23:36<00:00,  1.93it/s]\nEpoch 0: |          | 2732/? [23:37<00:00,  1.93it/s]\nEpoch 0: |          | 2732/? [23:37<00:00,  1.93it/s]\nEpoch 0: |          | 2733/? [23:37<00:00,  1.93it/s]\nEpoch 0: |          | 2733/? [23:37<00:00,  1.93it/s]\nEpoch 0: |          | 2734/? [23:38<00:00,  1.93it/s]\nEpoch 0: |          | 2734/? [23:38<00:00,  1.93it/s]\nEpoch 0: |          | 2735/? [23:38<00:00,  1.93it/s]\nEpoch 0: |          | 2735/? [23:38<00:00,  1.93it/s]\nEpoch 0: |          | 2736/? [23:39<00:00,  1.93it/s]\nEpoch 0: |          | 2736/? [23:39<00:00,  1.93it/s]\nEpoch 0: |          | 2737/? [23:39<00:00,  1.93it/s]\nEpoch 0: |          | 2737/? [23:39<00:00,  1.93it/s]\nEpoch 0: |          | 2738/? [23:39<00:00,  1.93it/s]\nEpoch 0: |          | 2738/? [23:39<00:00,  1.93it/s]\nEpoch 0: |          | 2739/? [23:40<00:00,  1.93it/s]\nEpoch 0: |          | 2739/? [23:40<00:00,  1.93it/s]\nEpoch 0: |          | 2740/? [23:40<00:00,  1.93it/s]\nEpoch 0: |          | 2740/? [23:40<00:00,  1.93it/s]\nEpoch 0: |          | 2741/? [23:41<00:00,  1.93it/s]\nEpoch 0: |          | 2741/? [23:41<00:00,  1.93it/s]\nEpoch 0: |          | 2742/? [23:41<00:00,  1.93it/s]\nEpoch 0: |          | 2742/? [23:41<00:00,  1.93it/s]\nEpoch 0: |          | 2743/? [23:42<00:00,  1.93it/s]\nEpoch 0: |          | 2743/? [23:42<00:00,  1.93it/s]\nEpoch 0: |          | 2744/? [23:42<00:00,  1.93it/s]\nEpoch 0: |          | 2744/? [23:42<00:00,  1.93it/s]\nEpoch 0: |          | 2745/? [23:42<00:00,  1.93it/s]\nEpoch 0: |          | 2745/? [23:42<00:00,  1.93it/s]\nEpoch 0: |          | 2746/? [23:43<00:00,  1.93it/s]\nEpoch 0: |          | 2746/? [23:43<00:00,  1.93it/s]\nEpoch 0: |          | 2747/? [23:43<00:00,  1.93it/s]\nEpoch 0: |          | 2747/? [23:43<00:00,  1.93it/s]\nEpoch 0: |          | 2748/? [23:44<00:00,  1.93it/s]\nEpoch 0: |          | 2748/? [23:44<00:00,  1.93it/s]\nEpoch 0: |          | 2749/? [23:44<00:00,  1.93it/s]\nEpoch 0: |          | 2749/? [23:44<00:00,  1.93it/s]\nEpoch 0: |          | 2750/? [23:45<00:00,  1.93it/s]\nEpoch 0: |          | 2750/? [23:45<00:00,  1.93it/s]\nEpoch 0: |          | 2751/? [23:45<00:00,  1.93it/s]\nEpoch 0: |          | 2751/? [23:45<00:00,  1.93it/s]\nEpoch 0: |          | 2752/? [23:46<00:00,  1.93it/s]\nEpoch 0: |          | 2752/? [23:46<00:00,  1.93it/s]\nEpoch 0: |          | 2753/? [23:46<00:00,  1.93it/s]\nEpoch 0: |          | 2753/? [23:46<00:00,  1.93it/s]\nEpoch 0: |          | 2754/? [23:46<00:00,  1.93it/s]\nEpoch 0: |          | 2754/? [23:46<00:00,  1.93it/s]\nEpoch 0: |          | 2755/? [23:47<00:00,  1.93it/s]\nEpoch 0: |          | 2755/? [23:47<00:00,  1.93it/s]\nEpoch 0: |          | 2756/? [23:47<00:00,  1.93it/s]\nEpoch 0: |          | 2756/? [23:47<00:00,  1.93it/s]\nEpoch 0: |          | 2757/? [23:48<00:00,  1.93it/s]\nEpoch 0: |          | 2757/? [23:48<00:00,  1.93it/s]\nEpoch 0: |          | 2758/? [23:48<00:00,  1.93it/s]\nEpoch 0: |          | 2758/? [23:48<00:00,  1.93it/s]\nEpoch 0: |          | 2759/? [23:49<00:00,  1.93it/s]\nEpoch 0: |          | 2759/? [23:49<00:00,  1.93it/s]\nEpoch 0: |          | 2760/? [23:49<00:00,  1.93it/s]\nEpoch 0: |          | 2760/? [23:49<00:00,  1.93it/s]\nEpoch 0: |          | 2761/? [23:50<00:00,  1.93it/s]\nEpoch 0: |          | 2761/? [23:50<00:00,  1.93it/s]\nEpoch 0: |          | 2762/? [23:50<00:00,  1.93it/s]\nEpoch 0: |          | 2762/? [23:50<00:00,  1.93it/s]\nEpoch 0: |          | 2763/? [23:50<00:00,  1.93it/s]\nEpoch 0: |          | 2763/? [23:50<00:00,  1.93it/s]\nEpoch 0: |          | 2764/? [23:51<00:00,  1.93it/s]\nEpoch 0: |          | 2764/? [23:51<00:00,  1.93it/s]\nEpoch 0: |          | 2765/? [23:51<00:00,  1.93it/s]\nEpoch 0: |          | 2765/? [23:51<00:00,  1.93it/s]\nEpoch 0: |          | 2766/? [23:52<00:00,  1.93it/s]\nEpoch 0: |          | 2766/? [23:52<00:00,  1.93it/s]\nEpoch 0: |          | 2767/? [23:52<00:00,  1.93it/s]\nEpoch 0: |          | 2767/? [23:52<00:00,  1.93it/s]\nEpoch 0: |          | 2768/? [23:53<00:00,  1.93it/s]\nEpoch 0: |          | 2768/? [23:53<00:00,  1.93it/s]\nEpoch 0: |          | 2769/? [23:53<00:00,  1.93it/s]\nEpoch 0: |          | 2769/? [23:53<00:00,  1.93it/s]\nEpoch 0: |          | 2770/? [23:53<00:00,  1.93it/s]\nEpoch 0: |          | 2770/? [23:53<00:00,  1.93it/s]\nEpoch 0: |          | 2771/? [23:54<00:00,  1.93it/s]\nEpoch 0: |          | 2771/? [23:54<00:00,  1.93it/s]\nEpoch 0: |          | 2772/? [23:54<00:00,  1.93it/s]\nEpoch 0: |          | 2772/? [23:54<00:00,  1.93it/s]\nEpoch 0: |          | 2773/? [23:55<00:00,  1.93it/s]\nEpoch 0: |          | 2773/? [23:55<00:00,  1.93it/s]\nEpoch 0: |          | 2774/? [23:55<00:00,  1.93it/s]\nEpoch 0: |          | 2774/? [23:55<00:00,  1.93it/s]\nEpoch 0: |          | 2775/? [23:56<00:00,  1.93it/s]\nEpoch 0: |          | 2775/? [23:56<00:00,  1.93it/s]\nEpoch 0: |          | 2776/? [23:56<00:00,  1.93it/s]\nEpoch 0: |          | 2776/? [23:56<00:00,  1.93it/s]\nEpoch 0: |          | 2777/? [23:57<00:00,  1.93it/s]\nEpoch 0: |          | 2777/? [23:57<00:00,  1.93it/s]\nEpoch 0: |          | 2778/? [23:57<00:00,  1.93it/s]\nEpoch 0: |          | 2778/? [23:57<00:00,  1.93it/s]\nEpoch 0: |          | 2779/? [23:57<00:00,  1.93it/s]\nEpoch 0: |          | 2779/? [23:57<00:00,  1.93it/s]\nEpoch 0: |          | 2780/? [23:58<00:00,  1.93it/s]\nEpoch 0: |          | 2780/? [23:58<00:00,  1.93it/s]\nEpoch 0: |          | 2781/? [23:58<00:00,  1.93it/s]\nEpoch 0: |          | 2781/? [23:58<00:00,  1.93it/s]\nEpoch 0: |          | 2782/? [23:59<00:00,  1.93it/s]\nEpoch 0: |          | 2782/? [23:59<00:00,  1.93it/s]\nEpoch 0: |          | 2783/? [23:59<00:00,  1.93it/s]\nEpoch 0: |          | 2783/? [23:59<00:00,  1.93it/s]\nEpoch 0: |          | 2784/? [24:00<00:00,  1.93it/s]\nEpoch 0: |          | 2784/? [24:00<00:00,  1.93it/s]\nEpoch 0: |          | 2785/? [24:00<00:00,  1.93it/s]\nEpoch 0: |          | 2785/? [24:00<00:00,  1.93it/s]\nEpoch 0: |          | 2786/? [24:00<00:00,  1.93it/s]\nEpoch 0: |          | 2786/? [24:00<00:00,  1.93it/s]\nEpoch 0: |          | 2787/? [24:01<00:00,  1.93it/s]\nEpoch 0: |          | 2787/? [24:01<00:00,  1.93it/s]\nEpoch 0: |          | 2788/? [24:01<00:00,  1.93it/s]\nEpoch 0: |          | 2788/? [24:01<00:00,  1.93it/s]\nEpoch 0: |          | 2789/? [24:02<00:00,  1.93it/s]\nEpoch 0: |          | 2789/? [24:02<00:00,  1.93it/s]\nEpoch 0: |          | 2790/? [24:02<00:00,  1.93it/s]\nEpoch 0: |          | 2790/? [24:02<00:00,  1.93it/s]\nEpoch 0: |          | 2791/? [24:03<00:00,  1.93it/s]\nEpoch 0: |          | 2791/? [24:03<00:00,  1.93it/s]\nEpoch 0: |          | 2792/? [24:03<00:00,  1.93it/s]\nEpoch 0: |          | 2792/? [24:03<00:00,  1.93it/s]\nEpoch 0: |          | 2793/? [24:03<00:00,  1.93it/s]\nEpoch 0: |          | 2793/? [24:03<00:00,  1.93it/s]\nEpoch 0: |          | 2794/? [24:04<00:00,  1.93it/s]\nEpoch 0: |          | 2794/? [24:04<00:00,  1.93it/s]\nEpoch 0: |          | 2795/? [24:04<00:00,  1.93it/s]\nEpoch 0: |          | 2795/? [24:04<00:00,  1.93it/s]\nEpoch 0: |          | 2796/? [24:05<00:00,  1.93it/s]\nEpoch 0: |          | 2796/? [24:05<00:00,  1.93it/s]\nEpoch 0: |          | 2797/? [24:05<00:00,  1.93it/s]\nEpoch 0: |          | 2797/? [24:05<00:00,  1.93it/s]\nEpoch 0: |          | 2798/? [24:06<00:00,  1.93it/s]\nEpoch 0: |          | 2798/? [24:06<00:00,  1.93it/s]\nEpoch 0: |          | 2799/? [24:06<00:00,  1.93it/s]\nEpoch 0: |          | 2799/? [24:06<00:00,  1.93it/s]\nEpoch 0: |          | 2800/? [24:07<00:00,  1.94it/s]\nEpoch 0: |          | 2800/? [24:07<00:00,  1.94it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  3.83it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  3.48it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  3.51it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  3.40it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 2800/? [24:08<00:00,  1.93it/s]\nEpoch 0: |          | 2801/? [24:08<00:00,  1.93it/s]\nEpoch 0: |          | 2801/? [24:08<00:00,  1.93it/s]\nEpoch 0: |          | 2802/? [24:09<00:00,  1.93it/s]\nEpoch 0: |          | 2802/? [24:09<00:00,  1.93it/s]\nEpoch 0: |          | 2803/? [24:09<00:00,  1.93it/s]\nEpoch 0: |          | 2803/? [24:09<00:00,  1.93it/s]\nEpoch 0: |          | 2804/? [24:09<00:00,  1.93it/s]\nEpoch 0: |          | 2804/? [24:09<00:00,  1.93it/s]\nEpoch 0: |          | 2805/? [24:10<00:00,  1.93it/s]\nEpoch 0: |          | 2805/? [24:10<00:00,  1.93it/s]\nEpoch 0: |          | 2806/? [24:10<00:00,  1.93it/s]\nEpoch 0: |          | 2806/? [24:10<00:00,  1.93it/s]\nEpoch 0: |          | 2807/? [24:11<00:00,  1.93it/s]\nEpoch 0: |          | 2807/? [24:11<00:00,  1.93it/s]\nEpoch 0: |          | 2808/? [24:11<00:00,  1.93it/s]\nEpoch 0: |          | 2808/? [24:11<00:00,  1.93it/s]\nEpoch 0: |          | 2809/? [24:12<00:00,  1.93it/s]\nEpoch 0: |          | 2809/? [24:12<00:00,  1.93it/s]\nEpoch 0: |          | 2810/? [24:12<00:00,  1.93it/s]\nEpoch 0: |          | 2810/? [24:12<00:00,  1.93it/s]\nEpoch 0: |          | 2811/? [24:12<00:00,  1.93it/s]\nEpoch 0: |          | 2811/? [24:12<00:00,  1.93it/s]\nEpoch 0: |          | 2812/? [24:13<00:00,  1.93it/s]\nEpoch 0: |          | 2812/? [24:13<00:00,  1.93it/s]\nEpoch 0: |          | 2813/? [24:13<00:00,  1.93it/s]\nEpoch 0: |          | 2813/? [24:13<00:00,  1.93it/s]\nEpoch 0: |          | 2814/? [24:14<00:00,  1.93it/s]\nEpoch 0: |          | 2814/? [24:14<00:00,  1.93it/s]\nEpoch 0: |          | 2815/? [24:14<00:00,  1.94it/s]\nEpoch 0: |          | 2815/? [24:14<00:00,  1.94it/s]\nEpoch 0: |          | 2816/? [24:15<00:00,  1.94it/s]\nEpoch 0: |          | 2816/? [24:15<00:00,  1.94it/s]\nEpoch 0: |          | 2817/? [24:15<00:00,  1.94it/s]\nEpoch 0: |          | 2817/? [24:15<00:00,  1.94it/s]\nEpoch 0: |          | 2818/? [24:16<00:00,  1.94it/s]\nEpoch 0: |          | 2818/? [24:16<00:00,  1.94it/s]\nEpoch 0: |          | 2819/? [24:16<00:00,  1.94it/s]\nEpoch 0: |          | 2819/? [24:16<00:00,  1.94it/s]\nEpoch 0: |          | 2820/? [24:16<00:00,  1.94it/s]\nEpoch 0: |          | 2820/? [24:16<00:00,  1.94it/s]\nEpoch 0: |          | 2821/? [24:17<00:00,  1.94it/s]\nEpoch 0: |          | 2821/? [24:17<00:00,  1.94it/s]\nEpoch 0: |          | 2822/? [24:17<00:00,  1.94it/s]\nEpoch 0: |          | 2822/? [24:17<00:00,  1.94it/s]\nEpoch 0: |          | 2823/? [24:18<00:00,  1.94it/s]\nEpoch 0: |          | 2823/? [24:18<00:00,  1.94it/s]\nEpoch 0: |          | 2824/? [24:18<00:00,  1.94it/s]\nEpoch 0: |          | 2824/? [24:18<00:00,  1.94it/s]\nEpoch 0: |          | 2825/? [24:19<00:00,  1.94it/s]\nEpoch 0: |          | 2825/? [24:19<00:00,  1.94it/s]\nEpoch 0: |          | 2826/? [24:19<00:00,  1.94it/s]\nEpoch 0: |          | 2826/? [24:19<00:00,  1.94it/s]\nEpoch 0: |          | 2827/? [24:19<00:00,  1.94it/s]\nEpoch 0: |          | 2827/? [24:19<00:00,  1.94it/s]\nEpoch 0: |          | 2828/? [24:20<00:00,  1.94it/s]\nEpoch 0: |          | 2828/? [24:20<00:00,  1.94it/s]\nEpoch 0: |          | 2829/? [24:20<00:00,  1.94it/s]\nEpoch 0: |          | 2829/? [24:20<00:00,  1.94it/s]\nEpoch 0: |          | 2830/? [24:21<00:00,  1.94it/s]\nEpoch 0: |          | 2830/? [24:21<00:00,  1.94it/s]\nEpoch 0: |          | 2831/? [24:21<00:00,  1.94it/s]\nEpoch 0: |          | 2831/? [24:21<00:00,  1.94it/s]\nEpoch 0: |          | 2832/? [24:22<00:00,  1.94it/s]\nEpoch 0: |          | 2832/? [24:22<00:00,  1.94it/s]\nEpoch 0: |          | 2833/? [24:22<00:00,  1.94it/s]\nEpoch 0: |          | 2833/? [24:22<00:00,  1.94it/s]\nEpoch 0: |          | 2834/? [24:22<00:00,  1.94it/s]\nEpoch 0: |          | 2834/? [24:22<00:00,  1.94it/s]\nEpoch 0: |          | 2835/? [24:23<00:00,  1.94it/s]\nEpoch 0: |          | 2835/? [24:23<00:00,  1.94it/s]\nEpoch 0: |          | 2836/? [24:23<00:00,  1.94it/s]\nEpoch 0: |          | 2836/? [24:23<00:00,  1.94it/s]\nEpoch 0: |          | 2837/? [24:24<00:00,  1.94it/s]\nEpoch 0: |          | 2837/? [24:24<00:00,  1.94it/s]\nEpoch 0: |          | 2838/? [24:24<00:00,  1.94it/s]\nEpoch 0: |          | 2838/? [24:24<00:00,  1.94it/s]\nEpoch 0: |          | 2839/? [24:25<00:00,  1.94it/s]\nEpoch 0: |          | 2839/? [24:25<00:00,  1.94it/s]\nEpoch 0: |          | 2840/? [24:25<00:00,  1.94it/s]\nEpoch 0: |          | 2840/? [24:25<00:00,  1.94it/s]\nEpoch 0: |          | 2841/? [24:25<00:00,  1.94it/s]\nEpoch 0: |          | 2841/? [24:25<00:00,  1.94it/s]\nEpoch 0: |          | 2842/? [24:26<00:00,  1.94it/s]\nEpoch 0: |          | 2842/? [24:26<00:00,  1.94it/s]\nEpoch 0: |          | 2843/? [24:26<00:00,  1.94it/s]\nEpoch 0: |          | 2843/? [24:26<00:00,  1.94it/s]\nEpoch 0: |          | 2844/? [24:27<00:00,  1.94it/s]\nEpoch 0: |          | 2844/? [24:27<00:00,  1.94it/s]\nEpoch 0: |          | 2845/? [24:27<00:00,  1.94it/s]\nEpoch 0: |          | 2845/? [24:27<00:00,  1.94it/s]\nEpoch 0: |          | 2846/? [24:28<00:00,  1.94it/s]\nEpoch 0: |          | 2846/? [24:28<00:00,  1.94it/s]\nEpoch 0: |          | 2847/? [24:28<00:00,  1.94it/s]\nEpoch 0: |          | 2847/? [24:28<00:00,  1.94it/s]\nEpoch 0: |          | 2848/? [24:29<00:00,  1.94it/s]\nEpoch 0: |          | 2848/? [24:29<00:00,  1.94it/s]\nEpoch 0: |          | 2849/? [24:29<00:00,  1.94it/s]\nEpoch 0: |          | 2849/? [24:29<00:00,  1.94it/s]\nEpoch 0: |          | 2850/? [24:29<00:00,  1.94it/s]\nEpoch 0: |          | 2850/? [24:29<00:00,  1.94it/s]\nEpoch 0: |          | 2851/? [24:30<00:00,  1.94it/s]\nEpoch 0: |          | 2851/? [24:30<00:00,  1.94it/s]\nEpoch 0: |          | 2852/? [24:30<00:00,  1.94it/s]\nEpoch 0: |          | 2852/? [24:30<00:00,  1.94it/s]\nEpoch 0: |          | 2853/? [24:31<00:00,  1.94it/s]\nEpoch 0: |          | 2853/? [24:31<00:00,  1.94it/s]\nEpoch 0: |          | 2854/? [24:31<00:00,  1.94it/s]\nEpoch 0: |          | 2854/? [24:31<00:00,  1.94it/s]\nEpoch 0: |          | 2855/? [24:32<00:00,  1.94it/s]\nEpoch 0: |          | 2855/? [24:32<00:00,  1.94it/s]\nEpoch 0: |          | 2856/? [24:32<00:00,  1.94it/s]\nEpoch 0: |          | 2856/? [24:32<00:00,  1.94it/s]\nEpoch 0: |          | 2857/? [24:32<00:00,  1.94it/s]\nEpoch 0: |          | 2857/? [24:32<00:00,  1.94it/s]\nEpoch 0: |          | 2858/? [24:33<00:00,  1.94it/s]\nEpoch 0: |          | 2858/? [24:33<00:00,  1.94it/s]\nEpoch 0: |          | 2859/? [24:33<00:00,  1.94it/s]\nEpoch 0: |          | 2859/? [24:33<00:00,  1.94it/s]\nEpoch 0: |          | 2860/? [24:34<00:00,  1.94it/s]\nEpoch 0: |          | 2860/? [24:34<00:00,  1.94it/s]\nEpoch 0: |          | 2861/? [24:34<00:00,  1.94it/s]\nEpoch 0: |          | 2861/? [24:34<00:00,  1.94it/s]\nEpoch 0: |          | 2862/? [24:35<00:00,  1.94it/s]\nEpoch 0: |          | 2862/? [24:35<00:00,  1.94it/s]\nEpoch 0: |          | 2863/? [24:35<00:00,  1.94it/s]\nEpoch 0: |          | 2863/? [24:35<00:00,  1.94it/s]\nEpoch 0: |          | 2864/? [24:35<00:00,  1.94it/s]\nEpoch 0: |          | 2864/? [24:35<00:00,  1.94it/s]\nEpoch 0: |          | 2865/? [24:36<00:00,  1.94it/s]\nEpoch 0: |          | 2865/? [24:36<00:00,  1.94it/s]\nEpoch 0: |          | 2866/? [24:36<00:00,  1.94it/s]\nEpoch 0: |          | 2866/? [24:36<00:00,  1.94it/s]\nEpoch 0: |          | 2867/? [24:37<00:00,  1.94it/s]\nEpoch 0: |          | 2867/? [24:37<00:00,  1.94it/s]\nEpoch 0: |          | 2868/? [24:37<00:00,  1.94it/s]\nEpoch 0: |          | 2868/? [24:37<00:00,  1.94it/s]\nEpoch 0: |          | 2869/? [24:38<00:00,  1.94it/s]\nEpoch 0: |          | 2869/? [24:38<00:00,  1.94it/s]\nEpoch 0: |          | 2870/? [24:38<00:00,  1.94it/s]\nEpoch 0: |          | 2870/? [24:38<00:00,  1.94it/s]\nEpoch 0: |          | 2871/? [24:39<00:00,  1.94it/s]\nEpoch 0: |          | 2871/? [24:39<00:00,  1.94it/s]\nEpoch 0: |          | 2872/? [24:39<00:00,  1.94it/s]\nEpoch 0: |          | 2872/? [24:39<00:00,  1.94it/s]\nEpoch 0: |          | 2873/? [24:39<00:00,  1.94it/s]\nEpoch 0: |          | 2873/? [24:39<00:00,  1.94it/s]\nEpoch 0: |          | 2874/? [24:40<00:00,  1.94it/s]\nEpoch 0: |          | 2874/? [24:40<00:00,  1.94it/s]\nEpoch 0: |          | 2875/? [24:40<00:00,  1.94it/s]\nEpoch 0: |          | 2875/? [24:40<00:00,  1.94it/s]\nEpoch 0: |          | 2876/? [24:41<00:00,  1.94it/s]\nEpoch 0: |          | 2876/? [24:41<00:00,  1.94it/s]\nEpoch 0: |          | 2877/? [24:41<00:00,  1.94it/s]\nEpoch 0: |          | 2877/? [24:41<00:00,  1.94it/s]\nEpoch 0: |          | 2878/? [24:42<00:00,  1.94it/s]\nEpoch 0: |          | 2878/? [24:42<00:00,  1.94it/s]\nEpoch 0: |          | 2879/? [24:42<00:00,  1.94it/s]\nEpoch 0: |          | 2879/? [24:42<00:00,  1.94it/s]\nEpoch 0: |          | 2880/? [24:42<00:00,  1.94it/s]\nEpoch 0: |          | 2880/? [24:42<00:00,  1.94it/s]\nEpoch 0: |          | 2881/? [24:43<00:00,  1.94it/s]\nEpoch 0: |          | 2881/? [24:43<00:00,  1.94it/s]\nEpoch 0: |          | 2882/? [24:43<00:00,  1.94it/s]\nEpoch 0: |          | 2882/? [24:43<00:00,  1.94it/s]\nEpoch 0: |          | 2883/? [24:44<00:00,  1.94it/s]\nEpoch 0: |          | 2883/? [24:44<00:00,  1.94it/s]\nEpoch 0: |          | 2884/? [24:44<00:00,  1.94it/s]\nEpoch 0: |          | 2884/? [24:44<00:00,  1.94it/s]\nEpoch 0: |          | 2885/? [24:45<00:00,  1.94it/s]\nEpoch 0: |          | 2885/? [24:45<00:00,  1.94it/s]\nEpoch 0: |          | 2886/? [24:45<00:00,  1.94it/s]\nEpoch 0: |          | 2886/? [24:45<00:00,  1.94it/s]\nEpoch 0: |          | 2887/? [24:45<00:00,  1.94it/s]\nEpoch 0: |          | 2887/? [24:45<00:00,  1.94it/s]\nEpoch 0: |          | 2888/? [24:46<00:00,  1.94it/s]\nEpoch 0: |          | 2888/? [24:46<00:00,  1.94it/s]\nEpoch 0: |          | 2889/? [24:46<00:00,  1.94it/s]\nEpoch 0: |          | 2889/? [24:46<00:00,  1.94it/s]\nEpoch 0: |          | 2890/? [24:47<00:00,  1.94it/s]\nEpoch 0: |          | 2890/? [24:47<00:00,  1.94it/s]\nEpoch 0: |          | 2891/? [24:47<00:00,  1.94it/s]\nEpoch 0: |          | 2891/? [24:47<00:00,  1.94it/s]\nEpoch 0: |          | 2892/? [24:48<00:00,  1.94it/s]\nEpoch 0: |          | 2892/? [24:48<00:00,  1.94it/s]\nEpoch 0: |          | 2893/? [24:48<00:00,  1.94it/s]\nEpoch 0: |          | 2893/? [24:48<00:00,  1.94it/s]\nEpoch 0: |          | 2894/? [24:48<00:00,  1.94it/s]\nEpoch 0: |          | 2894/? [24:48<00:00,  1.94it/s]\nEpoch 0: |          | 2895/? [24:49<00:00,  1.94it/s]\nEpoch 0: |          | 2895/? [24:49<00:00,  1.94it/s]\nEpoch 0: |          | 2896/? [24:49<00:00,  1.94it/s]\nEpoch 0: |          | 2896/? [24:49<00:00,  1.94it/s]\nEpoch 0: |          | 2897/? [24:50<00:00,  1.94it/s]\nEpoch 0: |          | 2897/? [24:50<00:00,  1.94it/s]\nEpoch 0: |          | 2898/? [24:50<00:00,  1.94it/s]\nEpoch 0: |          | 2898/? [24:50<00:00,  1.94it/s]\nEpoch 0: |          | 2899/? [24:51<00:00,  1.94it/s]\nEpoch 0: |          | 2899/? [24:51<00:00,  1.94it/s]\nEpoch 0: |          | 2900/? [24:51<00:00,  1.94it/s]\nEpoch 0: |          | 2900/? [24:51<00:00,  1.94it/s]\nEpoch 0: |          | 2901/? [24:52<00:00,  1.94it/s]\nEpoch 0: |          | 2901/? [24:52<00:00,  1.94it/s]\nEpoch 0: |          | 2902/? [24:52<00:00,  1.94it/s]\nEpoch 0: |          | 2902/? [24:52<00:00,  1.94it/s]\nEpoch 0: |          | 2903/? [24:52<00:00,  1.94it/s]\nEpoch 0: |          | 2903/? [24:52<00:00,  1.94it/s]\nEpoch 0: |          | 2904/? [24:53<00:00,  1.94it/s]\nEpoch 0: |          | 2904/? [24:53<00:00,  1.94it/s]\nEpoch 0: |          | 2905/? [24:53<00:00,  1.94it/s]\nEpoch 0: |          | 2905/? [24:53<00:00,  1.94it/s]\nEpoch 0: |          | 2906/? [24:54<00:00,  1.94it/s]\nEpoch 0: |          | 2906/? [24:54<00:00,  1.94it/s]\nEpoch 0: |          | 2907/? [24:54<00:00,  1.95it/s]\nEpoch 0: |          | 2907/? [24:54<00:00,  1.95it/s]\nEpoch 0: |          | 2908/? [24:55<00:00,  1.95it/s]\nEpoch 0: |          | 2908/? [24:55<00:00,  1.95it/s]\nEpoch 0: |          | 2909/? [24:55<00:00,  1.95it/s]\nEpoch 0: |          | 2909/? [24:55<00:00,  1.95it/s]\nEpoch 0: |          | 2910/? [24:55<00:00,  1.95it/s]\nEpoch 0: |          | 2910/? [24:55<00:00,  1.95it/s]\nEpoch 0: |          | 2911/? [24:56<00:00,  1.95it/s]\nEpoch 0: |          | 2911/? [24:56<00:00,  1.95it/s]\nEpoch 0: |          | 2912/? [24:56<00:00,  1.95it/s]\nEpoch 0: |          | 2912/? [24:56<00:00,  1.95it/s]\nEpoch 0: |          | 2913/? [24:57<00:00,  1.95it/s]\nEpoch 0: |          | 2913/? [24:57<00:00,  1.95it/s]\nEpoch 0: |          | 2914/? [24:57<00:00,  1.95it/s]\nEpoch 0: |          | 2914/? [24:57<00:00,  1.95it/s]\nEpoch 0: |          | 2915/? [24:58<00:00,  1.95it/s]\nEpoch 0: |          | 2915/? [24:58<00:00,  1.95it/s]\nEpoch 0: |          | 2916/? [24:58<00:00,  1.95it/s]\nEpoch 0: |          | 2916/? [24:58<00:00,  1.95it/s]\nEpoch 0: |          | 2917/? [24:58<00:00,  1.95it/s]\nEpoch 0: |          | 2917/? [24:58<00:00,  1.95it/s]\nEpoch 0: |          | 2918/? [24:59<00:00,  1.95it/s]\nEpoch 0: |          | 2918/? [24:59<00:00,  1.95it/s]\nEpoch 0: |          | 2919/? [24:59<00:00,  1.95it/s]\nEpoch 0: |          | 2919/? [24:59<00:00,  1.95it/s]\nEpoch 0: |          | 2920/? [25:00<00:00,  1.95it/s]\nEpoch 0: |          | 2920/? [25:00<00:00,  1.95it/s]\nEpoch 0: |          | 2921/? [25:00<00:00,  1.95it/s]\nEpoch 0: |          | 2921/? [25:00<00:00,  1.95it/s]\nEpoch 0: |          | 2922/? [25:01<00:00,  1.95it/s]\nEpoch 0: |          | 2922/? [25:01<00:00,  1.95it/s]\nEpoch 0: |          | 2923/? [25:01<00:00,  1.95it/s]\nEpoch 0: |          | 2923/? [25:01<00:00,  1.95it/s]\nEpoch 0: |          | 2924/? [25:01<00:00,  1.95it/s]\nEpoch 0: |          | 2924/? [25:01<00:00,  1.95it/s]\nEpoch 0: |          | 2925/? [25:02<00:00,  1.95it/s]\nEpoch 0: |          | 2925/? [25:02<00:00,  1.95it/s]\nEpoch 0: |          | 2926/? [25:02<00:00,  1.95it/s]\nEpoch 0: |          | 2926/? [25:02<00:00,  1.95it/s]\nEpoch 0: |          | 2927/? [25:03<00:00,  1.95it/s]\nEpoch 0: |          | 2927/? [25:03<00:00,  1.95it/s]\nEpoch 0: |          | 2928/? [25:03<00:00,  1.95it/s]\nEpoch 0: |          | 2928/? [25:03<00:00,  1.95it/s]\nEpoch 0: |          | 2929/? [25:04<00:00,  1.95it/s]\nEpoch 0: |          | 2929/? [25:04<00:00,  1.95it/s]\nEpoch 0: |          | 2930/? [25:04<00:00,  1.95it/s]\nEpoch 0: |          | 2930/? [25:04<00:00,  1.95it/s]\nEpoch 0: |          | 2931/? [25:04<00:00,  1.95it/s]\nEpoch 0: |          | 2931/? [25:04<00:00,  1.95it/s]\nEpoch 0: |          | 2932/? [25:05<00:00,  1.95it/s]\nEpoch 0: |          | 2932/? [25:05<00:00,  1.95it/s]\nEpoch 0: |          | 2933/? [25:05<00:00,  1.95it/s]\nEpoch 0: |          | 2933/? [25:05<00:00,  1.95it/s]\nEpoch 0: |          | 2934/? [25:06<00:00,  1.95it/s]\nEpoch 0: |          | 2934/? [25:06<00:00,  1.95it/s]\nEpoch 0: |          | 2935/? [25:06<00:00,  1.95it/s]\nEpoch 0: |          | 2935/? [25:06<00:00,  1.95it/s]\nEpoch 0: |          | 2936/? [25:07<00:00,  1.95it/s]\nEpoch 0: |          | 2936/? [25:07<00:00,  1.95it/s]\nEpoch 0: |          | 2937/? [25:07<00:00,  1.95it/s]\nEpoch 0: |          | 2937/? [25:07<00:00,  1.95it/s]\nEpoch 0: |          | 2938/? [25:07<00:00,  1.95it/s]\nEpoch 0: |          | 2938/? [25:07<00:00,  1.95it/s]\nEpoch 0: |          | 2939/? [25:08<00:00,  1.95it/s]\nEpoch 0: |          | 2939/? [25:08<00:00,  1.95it/s]\nEpoch 0: |          | 2940/? [25:08<00:00,  1.95it/s]\nEpoch 0: |          | 2940/? [25:08<00:00,  1.95it/s]\nEpoch 0: |          | 2941/? [25:09<00:00,  1.95it/s]\nEpoch 0: |          | 2941/? [25:09<00:00,  1.95it/s]\nEpoch 0: |          | 2942/? [25:09<00:00,  1.95it/s]\nEpoch 0: |          | 2942/? [25:09<00:00,  1.95it/s]\nEpoch 0: |          | 2943/? [25:10<00:00,  1.95it/s]\nEpoch 0: |          | 2943/? [25:10<00:00,  1.95it/s]\nEpoch 0: |          | 2944/? [25:10<00:00,  1.95it/s]\nEpoch 0: |          | 2944/? [25:10<00:00,  1.95it/s]\nEpoch 0: |          | 2945/? [25:10<00:00,  1.95it/s]\nEpoch 0: |          | 2945/? [25:10<00:00,  1.95it/s]\nEpoch 0: |          | 2946/? [25:11<00:00,  1.95it/s]\nEpoch 0: |          | 2946/? [25:11<00:00,  1.95it/s]\nEpoch 0: |          | 2947/? [25:11<00:00,  1.95it/s]\nEpoch 0: |          | 2947/? [25:11<00:00,  1.95it/s]\nEpoch 0: |          | 2948/? [25:12<00:00,  1.95it/s]\nEpoch 0: |          | 2948/? [25:12<00:00,  1.95it/s]\nEpoch 0: |          | 2949/? [25:12<00:00,  1.95it/s]\nEpoch 0: |          | 2949/? [25:12<00:00,  1.95it/s]\nEpoch 0: |          | 2950/? [25:13<00:00,  1.95it/s]\nEpoch 0: |          | 2950/? [25:13<00:00,  1.95it/s]\nEpoch 0: |          | 2951/? [25:13<00:00,  1.95it/s]\nEpoch 0: |          | 2951/? [25:13<00:00,  1.95it/s]\nEpoch 0: |          | 2952/? [25:13<00:00,  1.95it/s]\nEpoch 0: |          | 2952/? [25:13<00:00,  1.95it/s]\nEpoch 0: |          | 2953/? [25:14<00:00,  1.95it/s]\nEpoch 0: |          | 2953/? [25:14<00:00,  1.95it/s]\nEpoch 0: |          | 2954/? [25:14<00:00,  1.95it/s]\nEpoch 0: |          | 2954/? [25:14<00:00,  1.95it/s]\nEpoch 0: |          | 2955/? [25:15<00:00,  1.95it/s]\nEpoch 0: |          | 2955/? [25:15<00:00,  1.95it/s]\nEpoch 0: |          | 2956/? [25:15<00:00,  1.95it/s]\nEpoch 0: |          | 2956/? [25:15<00:00,  1.95it/s]\nEpoch 0: |          | 2957/? [25:16<00:00,  1.95it/s]\nEpoch 0: |          | 2957/? [25:16<00:00,  1.95it/s]\nEpoch 0: |          | 2958/? [25:16<00:00,  1.95it/s]\nEpoch 0: |          | 2958/? [25:16<00:00,  1.95it/s]\nEpoch 0: |          | 2959/? [25:17<00:00,  1.95it/s]\nEpoch 0: |          | 2959/? [25:17<00:00,  1.95it/s]\nEpoch 0: |          | 2960/? [25:17<00:00,  1.95it/s]\nEpoch 0: |          | 2960/? [25:17<00:00,  1.95it/s]\nEpoch 0: |          | 2961/? [25:17<00:00,  1.95it/s]\nEpoch 0: |          | 2961/? [25:17<00:00,  1.95it/s]\nEpoch 0: |          | 2962/? [25:18<00:00,  1.95it/s]\nEpoch 0: |          | 2962/? [25:18<00:00,  1.95it/s]\nEpoch 0: |          | 2963/? [25:18<00:00,  1.95it/s]\nEpoch 0: |          | 2963/? [25:18<00:00,  1.95it/s]\nEpoch 0: |          | 2964/? [25:19<00:00,  1.95it/s]\nEpoch 0: |          | 2964/? [25:19<00:00,  1.95it/s]\nEpoch 0: |          | 2965/? [25:19<00:00,  1.95it/s]\nEpoch 0: |          | 2965/? [25:19<00:00,  1.95it/s]\nEpoch 0: |          | 2966/? [25:20<00:00,  1.95it/s]\nEpoch 0: |          | 2966/? [25:20<00:00,  1.95it/s]\nEpoch 0: |          | 2967/? [25:20<00:00,  1.95it/s]\nEpoch 0: |          | 2967/? [25:20<00:00,  1.95it/s]\nEpoch 0: |          | 2968/? [25:20<00:00,  1.95it/s]\nEpoch 0: |          | 2968/? [25:20<00:00,  1.95it/s]\nEpoch 0: |          | 2969/? [25:21<00:00,  1.95it/s]\nEpoch 0: |          | 2969/? [25:21<00:00,  1.95it/s]\nEpoch 0: |          | 2970/? [25:21<00:00,  1.95it/s]\nEpoch 0: |          | 2970/? [25:21<00:00,  1.95it/s]\nEpoch 0: |          | 2971/? [25:22<00:00,  1.95it/s]\nEpoch 0: |          | 2971/? [25:22<00:00,  1.95it/s]\nEpoch 0: |          | 2972/? [25:22<00:00,  1.95it/s]\nEpoch 0: |          | 2972/? [25:22<00:00,  1.95it/s]\nEpoch 0: |          | 2973/? [25:23<00:00,  1.95it/s]\nEpoch 0: |          | 2973/? [25:23<00:00,  1.95it/s]\nEpoch 0: |          | 2974/? [25:23<00:00,  1.95it/s]\nEpoch 0: |          | 2974/? [25:23<00:00,  1.95it/s]\nEpoch 0: |          | 2975/? [25:23<00:00,  1.95it/s]\nEpoch 0: |          | 2975/? [25:23<00:00,  1.95it/s]\nEpoch 0: |          | 2976/? [25:24<00:00,  1.95it/s]\nEpoch 0: |          | 2976/? [25:24<00:00,  1.95it/s]\nEpoch 0: |          | 2977/? [25:24<00:00,  1.95it/s]\nEpoch 0: |          | 2977/? [25:24<00:00,  1.95it/s]\nEpoch 0: |          | 2978/? [25:25<00:00,  1.95it/s]\nEpoch 0: |          | 2978/? [25:25<00:00,  1.95it/s]\nEpoch 0: |          | 2979/? [25:25<00:00,  1.95it/s]\nEpoch 0: |          | 2979/? [25:25<00:00,  1.95it/s]\nEpoch 0: |          | 2980/? [25:26<00:00,  1.95it/s]\nEpoch 0: |          | 2980/? [25:26<00:00,  1.95it/s]\nEpoch 0: |          | 2981/? [25:26<00:00,  1.95it/s]\nEpoch 0: |          | 2981/? [25:26<00:00,  1.95it/s]\nEpoch 0: |          | 2982/? [25:26<00:00,  1.95it/s]\nEpoch 0: |          | 2982/? [25:26<00:00,  1.95it/s]\nEpoch 0: |          | 2983/? [25:27<00:00,  1.95it/s]\nEpoch 0: |          | 2983/? [25:27<00:00,  1.95it/s]\nEpoch 0: |          | 2984/? [25:27<00:00,  1.95it/s]\nEpoch 0: |          | 2984/? [25:27<00:00,  1.95it/s]\nEpoch 0: |          | 2985/? [25:28<00:00,  1.95it/s]\nEpoch 0: |          | 2985/? [25:28<00:00,  1.95it/s]\nEpoch 0: |          | 2986/? [25:28<00:00,  1.95it/s]\nEpoch 0: |          | 2986/? [25:28<00:00,  1.95it/s]\nEpoch 0: |          | 2987/? [25:29<00:00,  1.95it/s]\nEpoch 0: |          | 2987/? [25:29<00:00,  1.95it/s]\nEpoch 0: |          | 2988/? [25:29<00:00,  1.95it/s]\nEpoch 0: |          | 2988/? [25:29<00:00,  1.95it/s]\nEpoch 0: |          | 2989/? [25:29<00:00,  1.95it/s]\nEpoch 0: |          | 2989/? [25:29<00:00,  1.95it/s]\nEpoch 0: |          | 2990/? [25:30<00:00,  1.95it/s]\nEpoch 0: |          | 2990/? [25:30<00:00,  1.95it/s]\nEpoch 0: |          | 2991/? [25:30<00:00,  1.95it/s]\nEpoch 0: |          | 2991/? [25:30<00:00,  1.95it/s]\nEpoch 0: |          | 2992/? [25:31<00:00,  1.95it/s]\nEpoch 0: |          | 2992/? [25:31<00:00,  1.95it/s]\nEpoch 0: |          | 2993/? [25:31<00:00,  1.95it/s]\nEpoch 0: |          | 2993/? [25:31<00:00,  1.95it/s]\nEpoch 0: |          | 2994/? [25:32<00:00,  1.95it/s]\nEpoch 0: |          | 2994/? [25:32<00:00,  1.95it/s]\nEpoch 0: |          | 2995/? [25:32<00:00,  1.95it/s]\nEpoch 0: |          | 2995/? [25:32<00:00,  1.95it/s]\nEpoch 0: |          | 2996/? [25:33<00:00,  1.95it/s]\nEpoch 0: |          | 2996/? [25:33<00:00,  1.95it/s]\nEpoch 0: |          | 2997/? [25:33<00:00,  1.95it/s]\nEpoch 0: |          | 2997/? [25:33<00:00,  1.95it/s]\nEpoch 0: |          | 2998/? [25:33<00:00,  1.95it/s]\nEpoch 0: |          | 2998/? [25:33<00:00,  1.95it/s]\nEpoch 0: |          | 2999/? [25:34<00:00,  1.95it/s]\nEpoch 0: |          | 2999/? [25:34<00:00,  1.95it/s]\nEpoch 0: |          | 3000/? [25:34<00:00,  1.95it/s]\nEpoch 0: |          | 3000/? [25:34<00:00,  1.95it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  3.81it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  3.49it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  3.51it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  3.42it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 3000/? [25:35<00:00,  1.95it/s]\nEpoch 0: |          | 3001/? [25:36<00:00,  1.95it/s]\nEpoch 0: |          | 3001/? [25:36<00:00,  1.95it/s]\nEpoch 0: |          | 3002/? [25:36<00:00,  1.95it/s]\nEpoch 0: |          | 3002/? [25:36<00:00,  1.95it/s]\nEpoch 0: |          | 3003/? [25:37<00:00,  1.95it/s]\nEpoch 0: |          | 3003/? [25:37<00:00,  1.95it/s]\nEpoch 0: |          | 3004/? [25:37<00:00,  1.95it/s]\nEpoch 0: |          | 3004/? [25:37<00:00,  1.95it/s]\nEpoch 0: |          | 3005/? [25:38<00:00,  1.95it/s]\nEpoch 0: |          | 3005/? [25:38<00:00,  1.95it/s]\nEpoch 0: |          | 3006/? [25:38<00:00,  1.95it/s]\nEpoch 0: |          | 3006/? [25:38<00:00,  1.95it/s]\nEpoch 0: |          | 3007/? [25:38<00:00,  1.95it/s]\nEpoch 0: |          | 3007/? [25:38<00:00,  1.95it/s]\nEpoch 0: |          | 3008/? [25:39<00:00,  1.95it/s]\nEpoch 0: |          | 3008/? [25:39<00:00,  1.95it/s]\nEpoch 0: |          | 3009/? [25:39<00:00,  1.95it/s]\nEpoch 0: |          | 3009/? [25:39<00:00,  1.95it/s]\nEpoch 0: |          | 3010/? [25:40<00:00,  1.95it/s]\nEpoch 0: |          | 3010/? [25:40<00:00,  1.95it/s]\nEpoch 0: |          | 3011/? [25:40<00:00,  1.95it/s]\nEpoch 0: |          | 3011/? [25:40<00:00,  1.95it/s]\nEpoch 0: |          | 3012/? [25:41<00:00,  1.95it/s]\nEpoch 0: |          | 3012/? [25:41<00:00,  1.95it/s]\nEpoch 0: |          | 3013/? [25:41<00:00,  1.95it/s]\nEpoch 0: |          | 3013/? [25:41<00:00,  1.95it/s]\nEpoch 0: |          | 3014/? [25:42<00:00,  1.95it/s]\nEpoch 0: |          | 3014/? [25:42<00:00,  1.95it/s]\nEpoch 0: |          | 3015/? [25:42<00:00,  1.95it/s]\nEpoch 0: |          | 3015/? [25:42<00:00,  1.95it/s]\nEpoch 0: |          | 3016/? [25:42<00:00,  1.95it/s]\nEpoch 0: |          | 3016/? [25:42<00:00,  1.95it/s]\nEpoch 0: |          | 3017/? [25:43<00:00,  1.95it/s]\nEpoch 0: |          | 3017/? [25:43<00:00,  1.95it/s]\nEpoch 0: |          | 3018/? [25:43<00:00,  1.95it/s]\nEpoch 0: |          | 3018/? [25:43<00:00,  1.95it/s]\nEpoch 0: |          | 3019/? [25:44<00:00,  1.96it/s]\nEpoch 0: |          | 3019/? [25:44<00:00,  1.96it/s]\nEpoch 0: |          | 3020/? [25:44<00:00,  1.96it/s]\nEpoch 0: |          | 3020/? [25:44<00:00,  1.96it/s]\nEpoch 0: |          | 3021/? [25:45<00:00,  1.96it/s]\nEpoch 0: |          | 3021/? [25:45<00:00,  1.96it/s]\nEpoch 0: |          | 3022/? [25:45<00:00,  1.96it/s]\nEpoch 0: |          | 3022/? [25:45<00:00,  1.96it/s]\nEpoch 0: |          | 3023/? [25:45<00:00,  1.96it/s]\nEpoch 0: |          | 3023/? [25:45<00:00,  1.96it/s]\nEpoch 0: |          | 3024/? [25:46<00:00,  1.96it/s]\nEpoch 0: |          | 3024/? [25:46<00:00,  1.96it/s]\nEpoch 0: |          | 3025/? [25:46<00:00,  1.96it/s]\nEpoch 0: |          | 3025/? [25:46<00:00,  1.96it/s]\nEpoch 0: |          | 3026/? [25:47<00:00,  1.96it/s]\nEpoch 0: |          | 3026/? [25:47<00:00,  1.96it/s]\nEpoch 0: |          | 3027/? [25:47<00:00,  1.96it/s]\nEpoch 0: |          | 3027/? [25:47<00:00,  1.96it/s]\nEpoch 0: |          | 3028/? [25:48<00:00,  1.96it/s]\nEpoch 0: |          | 3028/? [25:48<00:00,  1.96it/s]\nEpoch 0: |          | 3029/? [25:48<00:00,  1.96it/s]\nEpoch 0: |          | 3029/? [25:48<00:00,  1.96it/s]\nEpoch 0: |          | 3030/? [25:48<00:00,  1.96it/s]\nEpoch 0: |          | 3030/? [25:48<00:00,  1.96it/s]\nEpoch 0: |          | 3031/? [25:49<00:00,  1.96it/s]\nEpoch 0: |          | 3031/? [25:49<00:00,  1.96it/s]\nEpoch 0: |          | 3032/? [25:49<00:00,  1.96it/s]\nEpoch 0: |          | 3032/? [25:49<00:00,  1.96it/s]\nEpoch 0: |          | 3033/? [25:50<00:00,  1.96it/s]\nEpoch 0: |          | 3033/? [25:50<00:00,  1.96it/s]\nEpoch 0: |          | 3034/? [25:50<00:00,  1.96it/s]\nEpoch 0: |          | 3034/? [25:50<00:00,  1.96it/s]\nEpoch 0: |          | 3035/? [25:51<00:00,  1.96it/s]\nEpoch 0: |          | 3035/? [25:51<00:00,  1.96it/s]\nEpoch 0: |          | 3036/? [25:51<00:00,  1.96it/s]\nEpoch 0: |          | 3036/? [25:51<00:00,  1.96it/s]\nEpoch 0: |          | 3037/? [25:51<00:00,  1.96it/s]\nEpoch 0: |          | 3037/? [25:51<00:00,  1.96it/s]\nEpoch 0: |          | 3038/? [25:52<00:00,  1.96it/s]\nEpoch 0: |          | 3038/? [25:52<00:00,  1.96it/s]\nEpoch 0: |          | 3039/? [25:52<00:00,  1.96it/s]\nEpoch 0: |          | 3039/? [25:52<00:00,  1.96it/s]\nEpoch 0: |          | 3040/? [25:53<00:00,  1.96it/s]\nEpoch 0: |          | 3040/? [25:53<00:00,  1.96it/s]\nEpoch 0: |          | 3041/? [25:53<00:00,  1.96it/s]\nEpoch 0: |          | 3041/? [25:53<00:00,  1.96it/s]\nEpoch 0: |          | 3042/? [25:54<00:00,  1.96it/s]\nEpoch 0: |          | 3042/? [25:54<00:00,  1.96it/s]\nEpoch 0: |          | 3043/? [25:54<00:00,  1.96it/s]\nEpoch 0: |          | 3043/? [25:54<00:00,  1.96it/s]\nEpoch 0: |          | 3044/? [25:54<00:00,  1.96it/s]\nEpoch 0: |          | 3044/? [25:54<00:00,  1.96it/s]\nEpoch 0: |          | 3045/? [25:55<00:00,  1.96it/s]\nEpoch 0: |          | 3045/? [25:55<00:00,  1.96it/s]\nEpoch 0: |          | 3046/? [25:55<00:00,  1.96it/s]\nEpoch 0: |          | 3046/? [25:55<00:00,  1.96it/s]\nEpoch 0: |          | 3047/? [25:56<00:00,  1.96it/s]\nEpoch 0: |          | 3047/? [25:56<00:00,  1.96it/s]\nEpoch 0: |          | 3048/? [25:56<00:00,  1.96it/s]\nEpoch 0: |          | 3048/? [25:56<00:00,  1.96it/s]\nEpoch 0: |          | 3049/? [25:57<00:00,  1.96it/s]\nEpoch 0: |          | 3049/? [25:57<00:00,  1.96it/s]\nEpoch 0: |          | 3050/? [25:57<00:00,  1.96it/s]\nEpoch 0: |          | 3050/? [25:57<00:00,  1.96it/s]\nEpoch 0: |          | 3051/? [25:58<00:00,  1.96it/s]\nEpoch 0: |          | 3051/? [25:58<00:00,  1.96it/s]\nEpoch 0: |          | 3052/? [25:58<00:00,  1.96it/s]\nEpoch 0: |          | 3052/? [25:58<00:00,  1.96it/s]\nEpoch 0: |          | 3053/? [25:58<00:00,  1.96it/s]\nEpoch 0: |          | 3053/? [25:58<00:00,  1.96it/s]\nEpoch 0: |          | 3054/? [25:59<00:00,  1.96it/s]\nEpoch 0: |          | 3054/? [25:59<00:00,  1.96it/s]\nEpoch 0: |          | 3055/? [25:59<00:00,  1.96it/s]\nEpoch 0: |          | 3055/? [25:59<00:00,  1.96it/s]\nEpoch 0: |          | 3056/? [26:00<00:00,  1.96it/s]\nEpoch 0: |          | 3056/? [26:00<00:00,  1.96it/s]\nEpoch 0: |          | 3057/? [26:00<00:00,  1.96it/s]\nEpoch 0: |          | 3057/? [26:00<00:00,  1.96it/s]\nEpoch 0: |          | 3058/? [26:01<00:00,  1.96it/s]\nEpoch 0: |          | 3058/? [26:01<00:00,  1.96it/s]\nEpoch 0: |          | 3059/? [26:01<00:00,  1.96it/s]\nEpoch 0: |          | 3059/? [26:01<00:00,  1.96it/s]\nEpoch 0: |          | 3060/? [26:01<00:00,  1.96it/s]\nEpoch 0: |          | 3060/? [26:01<00:00,  1.96it/s]\nEpoch 0: |          | 3061/? [26:02<00:00,  1.96it/s]\nEpoch 0: |          | 3061/? [26:02<00:00,  1.96it/s]\nEpoch 0: |          | 3062/? [26:02<00:00,  1.96it/s]\nEpoch 0: |          | 3062/? [26:02<00:00,  1.96it/s]\nEpoch 0: |          | 3063/? [26:03<00:00,  1.96it/s]\nEpoch 0: |          | 3063/? [26:03<00:00,  1.96it/s]\nEpoch 0: |          | 3064/? [26:03<00:00,  1.96it/s]\nEpoch 0: |          | 3064/? [26:03<00:00,  1.96it/s]\nEpoch 0: |          | 3065/? [26:03<00:00,  1.96it/s]\nEpoch 0: |          | 3065/? [26:03<00:00,  1.96it/s]\nEpoch 0: |          | 3066/? [26:04<00:00,  1.96it/s]\nEpoch 0: |          | 3066/? [26:04<00:00,  1.96it/s]\nEpoch 0: |          | 3067/? [26:04<00:00,  1.96it/s]\nEpoch 0: |          | 3067/? [26:04<00:00,  1.96it/s]\nEpoch 0: |          | 3068/? [26:05<00:00,  1.96it/s]\nEpoch 0: |          | 3068/? [26:05<00:00,  1.96it/s]\nEpoch 0: |          | 3069/? [26:05<00:00,  1.96it/s]\nEpoch 0: |          | 3069/? [26:05<00:00,  1.96it/s]\nEpoch 0: |          | 3070/? [26:06<00:00,  1.96it/s]\nEpoch 0: |          | 3070/? [26:06<00:00,  1.96it/s]\nEpoch 0: |          | 3071/? [26:06<00:00,  1.96it/s]\nEpoch 0: |          | 3071/? [26:06<00:00,  1.96it/s]\nEpoch 0: |          | 3072/? [26:06<00:00,  1.96it/s]\nEpoch 0: |          | 3072/? [26:06<00:00,  1.96it/s]\nEpoch 0: |          | 3073/? [26:07<00:00,  1.96it/s]\nEpoch 0: |          | 3073/? [26:07<00:00,  1.96it/s]\nEpoch 0: |          | 3074/? [26:07<00:00,  1.96it/s]\nEpoch 0: |          | 3074/? [26:07<00:00,  1.96it/s]\nEpoch 0: |          | 3075/? [26:08<00:00,  1.96it/s]\nEpoch 0: |          | 3075/? [26:08<00:00,  1.96it/s]\nEpoch 0: |          | 3076/? [26:08<00:00,  1.96it/s]\nEpoch 0: |          | 3076/? [26:08<00:00,  1.96it/s]\nEpoch 0: |          | 3077/? [26:09<00:00,  1.96it/s]\nEpoch 0: |          | 3077/? [26:09<00:00,  1.96it/s]\nEpoch 0: |          | 3078/? [26:09<00:00,  1.96it/s]\nEpoch 0: |          | 3078/? [26:09<00:00,  1.96it/s]\nEpoch 0: |          | 3079/? [26:10<00:00,  1.96it/s]\nEpoch 0: |          | 3079/? [26:10<00:00,  1.96it/s]\nEpoch 0: |          | 3080/? [26:10<00:00,  1.96it/s]\nEpoch 0: |          | 3080/? [26:10<00:00,  1.96it/s]\nEpoch 0: |          | 3081/? [26:10<00:00,  1.96it/s]\nEpoch 0: |          | 3081/? [26:10<00:00,  1.96it/s]\nEpoch 0: |          | 3082/? [26:11<00:00,  1.96it/s]\nEpoch 0: |          | 3082/? [26:11<00:00,  1.96it/s]\nEpoch 0: |          | 3083/? [26:11<00:00,  1.96it/s]\nEpoch 0: |          | 3083/? [26:11<00:00,  1.96it/s]\nEpoch 0: |          | 3084/? [26:12<00:00,  1.96it/s]\nEpoch 0: |          | 3084/? [26:12<00:00,  1.96it/s]\nEpoch 0: |          | 3085/? [26:12<00:00,  1.96it/s]\nEpoch 0: |          | 3085/? [26:12<00:00,  1.96it/s]\nEpoch 0: |          | 3086/? [26:13<00:00,  1.96it/s]\nEpoch 0: |          | 3086/? [26:13<00:00,  1.96it/s]\nEpoch 0: |          | 3087/? [26:13<00:00,  1.96it/s]\nEpoch 0: |          | 3087/? [26:13<00:00,  1.96it/s]\nEpoch 0: |          | 3088/? [26:13<00:00,  1.96it/s]\nEpoch 0: |          | 3088/? [26:13<00:00,  1.96it/s]\nEpoch 0: |          | 3089/? [26:14<00:00,  1.96it/s]\nEpoch 0: |          | 3089/? [26:14<00:00,  1.96it/s]\nEpoch 0: |          | 3090/? [26:14<00:00,  1.96it/s]\nEpoch 0: |          | 3090/? [26:14<00:00,  1.96it/s]\nEpoch 0: |          | 3091/? [26:15<00:00,  1.96it/s]\nEpoch 0: |          | 3091/? [26:15<00:00,  1.96it/s]\nEpoch 0: |          | 3092/? [26:15<00:00,  1.96it/s]\nEpoch 0: |          | 3092/? [26:15<00:00,  1.96it/s]\nEpoch 0: |          | 3093/? [26:16<00:00,  1.96it/s]\nEpoch 0: |          | 3093/? [26:16<00:00,  1.96it/s]\nEpoch 0: |          | 3094/? [26:16<00:00,  1.96it/s]\nEpoch 0: |          | 3094/? [26:16<00:00,  1.96it/s]\nEpoch 0: |          | 3095/? [26:16<00:00,  1.96it/s]\nEpoch 0: |          | 3095/? [26:16<00:00,  1.96it/s]\nEpoch 0: |          | 3096/? [26:17<00:00,  1.96it/s]\nEpoch 0: |          | 3096/? [26:17<00:00,  1.96it/s]\nEpoch 0: |          | 3097/? [26:17<00:00,  1.96it/s]\nEpoch 0: |          | 3097/? [26:17<00:00,  1.96it/s]\nEpoch 0: |          | 3098/? [26:18<00:00,  1.96it/s]\nEpoch 0: |          | 3098/? [26:18<00:00,  1.96it/s]\nEpoch 0: |          | 3099/? [26:18<00:00,  1.96it/s]\nEpoch 0: |          | 3099/? [26:18<00:00,  1.96it/s]\nEpoch 0: |          | 3100/? [26:19<00:00,  1.96it/s]\nEpoch 0: |          | 3100/? [26:19<00:00,  1.96it/s]\nEpoch 0: |          | 3101/? [26:19<00:00,  1.96it/s]\nEpoch 0: |          | 3101/? [26:19<00:00,  1.96it/s]\nEpoch 0: |          | 3102/? [26:19<00:00,  1.96it/s]\nEpoch 0: |          | 3102/? [26:19<00:00,  1.96it/s]\nEpoch 0: |          | 3103/? [26:20<00:00,  1.96it/s]\nEpoch 0: |          | 3103/? [26:20<00:00,  1.96it/s]\nEpoch 0: |          | 3104/? [26:20<00:00,  1.96it/s]\nEpoch 0: |          | 3104/? [26:20<00:00,  1.96it/s]\nEpoch 0: |          | 3105/? [26:21<00:00,  1.96it/s]\nEpoch 0: |          | 3105/? [26:21<00:00,  1.96it/s]\nEpoch 0: |          | 3106/? [26:21<00:00,  1.96it/s]\nEpoch 0: |          | 3106/? [26:21<00:00,  1.96it/s]\nEpoch 0: |          | 3107/? [26:22<00:00,  1.96it/s]\nEpoch 0: |          | 3107/? [26:22<00:00,  1.96it/s]\nEpoch 0: |          | 3108/? [26:22<00:00,  1.96it/s]\nEpoch 0: |          | 3108/? [26:22<00:00,  1.96it/s]\nEpoch 0: |          | 3109/? [26:22<00:00,  1.96it/s]\nEpoch 0: |          | 3109/? [26:22<00:00,  1.96it/s]\nEpoch 0: |          | 3110/? [26:23<00:00,  1.96it/s]\nEpoch 0: |          | 3110/? [26:23<00:00,  1.96it/s]\nEpoch 0: |          | 3111/? [26:23<00:00,  1.96it/s]\nEpoch 0: |          | 3111/? [26:23<00:00,  1.96it/s]\nEpoch 0: |          | 3112/? [26:24<00:00,  1.96it/s]\nEpoch 0: |          | 3112/? [26:24<00:00,  1.96it/s]\nEpoch 0: |          | 3113/? [26:24<00:00,  1.96it/s]\nEpoch 0: |          | 3113/? [26:24<00:00,  1.96it/s]\nEpoch 0: |          | 3114/? [26:25<00:00,  1.96it/s]\nEpoch 0: |          | 3114/? [26:25<00:00,  1.96it/s]\nEpoch 0: |          | 3115/? [26:25<00:00,  1.96it/s]\nEpoch 0: |          | 3115/? [26:25<00:00,  1.96it/s]\nEpoch 0: |          | 3116/? [26:25<00:00,  1.96it/s]\nEpoch 0: |          | 3116/? [26:25<00:00,  1.96it/s]\nEpoch 0: |          | 3117/? [26:26<00:00,  1.96it/s]\nEpoch 0: |          | 3117/? [26:26<00:00,  1.96it/s]\nEpoch 0: |          | 3118/? [26:26<00:00,  1.96it/s]\nEpoch 0: |          | 3118/? [26:26<00:00,  1.96it/s]\nEpoch 0: |          | 3119/? [26:27<00:00,  1.97it/s]\nEpoch 0: |          | 3119/? [26:27<00:00,  1.97it/s]\nEpoch 0: |          | 3120/? [26:27<00:00,  1.97it/s]\nEpoch 0: |          | 3120/? [26:27<00:00,  1.97it/s]\nEpoch 0: |          | 3121/? [26:28<00:00,  1.97it/s]\nEpoch 0: |          | 3121/? [26:28<00:00,  1.97it/s]\nEpoch 0: |          | 3122/? [26:28<00:00,  1.97it/s]\nEpoch 0: |          | 3122/? [26:28<00:00,  1.97it/s]\nEpoch 0: |          | 3123/? [26:28<00:00,  1.97it/s]\nEpoch 0: |          | 3123/? [26:28<00:00,  1.97it/s]\nEpoch 0: |          | 3124/? [26:29<00:00,  1.97it/s]\nEpoch 0: |          | 3124/? [26:29<00:00,  1.97it/s]\nEpoch 0: |          | 3125/? [26:29<00:00,  1.97it/s]\nEpoch 0: |          | 3125/? [26:29<00:00,  1.97it/s]\nEpoch 0: |          | 3126/? [26:30<00:00,  1.97it/s]\nEpoch 0: |          | 3126/? [26:30<00:00,  1.97it/s]\nEpoch 0: |          | 3127/? [26:30<00:00,  1.97it/s]\nEpoch 0: |          | 3127/? [26:30<00:00,  1.97it/s]\nEpoch 0: |          | 3128/? [26:31<00:00,  1.97it/s]\nEpoch 0: |          | 3128/? [26:31<00:00,  1.97it/s]\nEpoch 0: |          | 3129/? [26:31<00:00,  1.97it/s]\nEpoch 0: |          | 3129/? [26:31<00:00,  1.97it/s]\nEpoch 0: |          | 3130/? [26:31<00:00,  1.97it/s]\nEpoch 0: |          | 3130/? [26:31<00:00,  1.97it/s]\nEpoch 0: |          | 3131/? [26:32<00:00,  1.97it/s]\nEpoch 0: |          | 3131/? [26:32<00:00,  1.97it/s]\nEpoch 0: |          | 3132/? [26:32<00:00,  1.97it/s]\nEpoch 0: |          | 3132/? [26:32<00:00,  1.97it/s]\nEpoch 0: |          | 3133/? [26:33<00:00,  1.97it/s]\nEpoch 0: |          | 3133/? [26:33<00:00,  1.97it/s]\nEpoch 0: |          | 3134/? [26:33<00:00,  1.97it/s]\nEpoch 0: |          | 3134/? [26:33<00:00,  1.97it/s]\nEpoch 0: |          | 3135/? [26:34<00:00,  1.97it/s]\nEpoch 0: |          | 3135/? [26:34<00:00,  1.97it/s]\nEpoch 0: |          | 3136/? [26:34<00:00,  1.97it/s]\nEpoch 0: |          | 3136/? [26:34<00:00,  1.97it/s]\nEpoch 0: |          | 3137/? [26:34<00:00,  1.97it/s]\nEpoch 0: |          | 3137/? [26:34<00:00,  1.97it/s]\nEpoch 0: |          | 3138/? [26:35<00:00,  1.97it/s]\nEpoch 0: |          | 3138/? [26:35<00:00,  1.97it/s]\nEpoch 0: |          | 3139/? [26:35<00:00,  1.97it/s]\nEpoch 0: |          | 3139/? [26:35<00:00,  1.97it/s]\nEpoch 0: |          | 3140/? [26:36<00:00,  1.97it/s]\nEpoch 0: |          | 3140/? [26:36<00:00,  1.97it/s]\nEpoch 0: |          | 3141/? [26:36<00:00,  1.97it/s]\nEpoch 0: |          | 3141/? [26:36<00:00,  1.97it/s]\nEpoch 0: |          | 3142/? [26:37<00:00,  1.97it/s]\nEpoch 0: |          | 3142/? [26:37<00:00,  1.97it/s]\nEpoch 0: |          | 3143/? [26:37<00:00,  1.97it/s]\nEpoch 0: |          | 3143/? [26:37<00:00,  1.97it/s]\nEpoch 0: |          | 3144/? [26:37<00:00,  1.97it/s]\nEpoch 0: |          | 3144/? [26:37<00:00,  1.97it/s]\nEpoch 0: |          | 3145/? [26:38<00:00,  1.97it/s]\nEpoch 0: |          | 3145/? [26:38<00:00,  1.97it/s]\nEpoch 0: |          | 3146/? [26:38<00:00,  1.97it/s]\nEpoch 0: |          | 3146/? [26:38<00:00,  1.97it/s]\nEpoch 0: |          | 3147/? [26:39<00:00,  1.97it/s]\nEpoch 0: |          | 3147/? [26:39<00:00,  1.97it/s]\nEpoch 0: |          | 3148/? [26:39<00:00,  1.97it/s]\nEpoch 0: |          | 3148/? [26:39<00:00,  1.97it/s]\nEpoch 0: |          | 3149/? [26:40<00:00,  1.97it/s]\nEpoch 0: |          | 3149/? [26:40<00:00,  1.97it/s]\nEpoch 0: |          | 3150/? [26:40<00:00,  1.97it/s]\nEpoch 0: |          | 3150/? [26:40<00:00,  1.97it/s]\nEpoch 0: |          | 3151/? [26:40<00:00,  1.97it/s]\nEpoch 0: |          | 3151/? [26:40<00:00,  1.97it/s]\nEpoch 0: |          | 3152/? [26:41<00:00,  1.97it/s]\nEpoch 0: |          | 3152/? [26:41<00:00,  1.97it/s]\nEpoch 0: |          | 3153/? [26:41<00:00,  1.97it/s]\nEpoch 0: |          | 3153/? [26:41<00:00,  1.97it/s]\nEpoch 0: |          | 3154/? [26:42<00:00,  1.97it/s]\nEpoch 0: |          | 3154/? [26:42<00:00,  1.97it/s]\nEpoch 0: |          | 3155/? [26:42<00:00,  1.97it/s]\nEpoch 0: |          | 3155/? [26:42<00:00,  1.97it/s]\nEpoch 0: |          | 3156/? [26:43<00:00,  1.97it/s]\nEpoch 0: |          | 3156/? [26:43<00:00,  1.97it/s]\nEpoch 0: |          | 3157/? [26:43<00:00,  1.97it/s]\nEpoch 0: |          | 3157/? [26:43<00:00,  1.97it/s]\nEpoch 0: |          | 3158/? [26:43<00:00,  1.97it/s]\nEpoch 0: |          | 3158/? [26:43<00:00,  1.97it/s]\nEpoch 0: |          | 3159/? [26:44<00:00,  1.97it/s]\nEpoch 0: |          | 3159/? [26:44<00:00,  1.97it/s]\nEpoch 0: |          | 3160/? [26:44<00:00,  1.97it/s]\nEpoch 0: |          | 3160/? [26:44<00:00,  1.97it/s]\nEpoch 0: |          | 3161/? [26:45<00:00,  1.97it/s]\nEpoch 0: |          | 3161/? [26:45<00:00,  1.97it/s]\nEpoch 0: |          | 3162/? [26:45<00:00,  1.97it/s]\nEpoch 0: |          | 3162/? [26:45<00:00,  1.97it/s]\nEpoch 0: |          | 3163/? [26:46<00:00,  1.97it/s]\nEpoch 0: |          | 3163/? [26:46<00:00,  1.97it/s]\nEpoch 0: |          | 3164/? [26:46<00:00,  1.97it/s]\nEpoch 0: |          | 3164/? [26:46<00:00,  1.97it/s]\nEpoch 0: |          | 3165/? [26:46<00:00,  1.97it/s]\nEpoch 0: |          | 3165/? [26:46<00:00,  1.97it/s]\nEpoch 0: |          | 3166/? [26:47<00:00,  1.97it/s]\nEpoch 0: |          | 3166/? [26:47<00:00,  1.97it/s]\nEpoch 0: |          | 3167/? [26:47<00:00,  1.97it/s]\nEpoch 0: |          | 3167/? [26:47<00:00,  1.97it/s]\nEpoch 0: |          | 3168/? [26:48<00:00,  1.97it/s]\nEpoch 0: |          | 3168/? [26:48<00:00,  1.97it/s]\nEpoch 0: |          | 3169/? [26:48<00:00,  1.97it/s]\nEpoch 0: |          | 3169/? [26:48<00:00,  1.97it/s]\nEpoch 0: |          | 3170/? [26:49<00:00,  1.97it/s]\nEpoch 0: |          | 3170/? [26:49<00:00,  1.97it/s]\nEpoch 0: |          | 3171/? [26:49<00:00,  1.97it/s]\nEpoch 0: |          | 3171/? [26:49<00:00,  1.97it/s]\nEpoch 0: |          | 3172/? [26:49<00:00,  1.97it/s]\nEpoch 0: |          | 3172/? [26:49<00:00,  1.97it/s]\nEpoch 0: |          | 3173/? [26:50<00:00,  1.97it/s]\nEpoch 0: |          | 3173/? [26:50<00:00,  1.97it/s]\nEpoch 0: |          | 3174/? [26:50<00:00,  1.97it/s]\nEpoch 0: |          | 3174/? [26:50<00:00,  1.97it/s]\nEpoch 0: |          | 3175/? [26:51<00:00,  1.97it/s]\nEpoch 0: |          | 3175/? [26:51<00:00,  1.97it/s]\nEpoch 0: |          | 3176/? [26:51<00:00,  1.97it/s]\nEpoch 0: |          | 3176/? [26:51<00:00,  1.97it/s]\nEpoch 0: |          | 3177/? [26:52<00:00,  1.97it/s]\nEpoch 0: |          | 3177/? [26:52<00:00,  1.97it/s]\nEpoch 0: |          | 3178/? [26:52<00:00,  1.97it/s]\nEpoch 0: |          | 3178/? [26:52<00:00,  1.97it/s]\nEpoch 0: |          | 3179/? [26:53<00:00,  1.97it/s]\nEpoch 0: |          | 3179/? [26:53<00:00,  1.97it/s]\nEpoch 0: |          | 3180/? [26:53<00:00,  1.97it/s]\nEpoch 0: |          | 3180/? [26:53<00:00,  1.97it/s]\nEpoch 0: |          | 3181/? [26:53<00:00,  1.97it/s]\nEpoch 0: |          | 3181/? [26:53<00:00,  1.97it/s]\nEpoch 0: |          | 3182/? [26:54<00:00,  1.97it/s]\nEpoch 0: |          | 3182/? [26:54<00:00,  1.97it/s]\nEpoch 0: |          | 3183/? [26:54<00:00,  1.97it/s]\nEpoch 0: |          | 3183/? [26:54<00:00,  1.97it/s]\nEpoch 0: |          | 3184/? [26:55<00:00,  1.97it/s]\nEpoch 0: |          | 3184/? [26:55<00:00,  1.97it/s]\nEpoch 0: |          | 3185/? [26:55<00:00,  1.97it/s]\nEpoch 0: |          | 3185/? [26:55<00:00,  1.97it/s]\nEpoch 0: |          | 3186/? [26:56<00:00,  1.97it/s]\nEpoch 0: |          | 3186/? [26:56<00:00,  1.97it/s]\nEpoch 0: |          | 3187/? [26:56<00:00,  1.97it/s]\nEpoch 0: |          | 3187/? [26:56<00:00,  1.97it/s]\nEpoch 0: |          | 3188/? [26:56<00:00,  1.97it/s]\nEpoch 0: |          | 3188/? [26:56<00:00,  1.97it/s]\nEpoch 0: |          | 3189/? [26:57<00:00,  1.97it/s]\nEpoch 0: |          | 3189/? [26:57<00:00,  1.97it/s]\nEpoch 0: |          | 3190/? [26:57<00:00,  1.97it/s]\nEpoch 0: |          | 3190/? [26:57<00:00,  1.97it/s]\nEpoch 0: |          | 3191/? [26:58<00:00,  1.97it/s]\nEpoch 0: |          | 3191/? [26:58<00:00,  1.97it/s]\nEpoch 0: |          | 3192/? [26:58<00:00,  1.97it/s]\nEpoch 0: |          | 3192/? [26:58<00:00,  1.97it/s]\nEpoch 0: |          | 3193/? [26:58<00:00,  1.97it/s]\nEpoch 0: |          | 3193/? [26:58<00:00,  1.97it/s]\nEpoch 0: |          | 3194/? [26:59<00:00,  1.97it/s]\nEpoch 0: |          | 3194/? [26:59<00:00,  1.97it/s]\nEpoch 0: |          | 3195/? [26:59<00:00,  1.97it/s]\nEpoch 0: |          | 3195/? [26:59<00:00,  1.97it/s]\nEpoch 0: |          | 3196/? [27:00<00:00,  1.97it/s]\nEpoch 0: |          | 3196/? [27:00<00:00,  1.97it/s]\nEpoch 0: |          | 3197/? [27:00<00:00,  1.97it/s]\nEpoch 0: |          | 3197/? [27:00<00:00,  1.97it/s]\nEpoch 0: |          | 3198/? [27:01<00:00,  1.97it/s]\nEpoch 0: |          | 3198/? [27:01<00:00,  1.97it/s]\nEpoch 0: |          | 3199/? [27:01<00:00,  1.97it/s]\nEpoch 0: |          | 3199/? [27:01<00:00,  1.97it/s]\nEpoch 0: |          | 3200/? [27:01<00:00,  1.97it/s]\nEpoch 0: |          | 3200/? [27:01<00:00,  1.97it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  4.17it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  3.79it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  3.79it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  3.69it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 3200/? [27:03<00:00,  1.97it/s]\nEpoch 0: |          | 3201/? [27:03<00:00,  1.97it/s]\nEpoch 0: |          | 3201/? [27:03<00:00,  1.97it/s]\nEpoch 0: |          | 3202/? [27:03<00:00,  1.97it/s]\nEpoch 0: |          | 3202/? [27:03<00:00,  1.97it/s]\nEpoch 0: |          | 3203/? [27:04<00:00,  1.97it/s]\nEpoch 0: |          | 3203/? [27:04<00:00,  1.97it/s]\nEpoch 0: |          | 3204/? [27:04<00:00,  1.97it/s]\nEpoch 0: |          | 3204/? [27:04<00:00,  1.97it/s]\nEpoch 0: |          | 3205/? [27:05<00:00,  1.97it/s]\nEpoch 0: |          | 3205/? [27:05<00:00,  1.97it/s]\nEpoch 0: |          | 3206/? [27:05<00:00,  1.97it/s]\nEpoch 0: |          | 3206/? [27:05<00:00,  1.97it/s]\nEpoch 0: |          | 3207/? [27:06<00:00,  1.97it/s]\nEpoch 0: |          | 3207/? [27:06<00:00,  1.97it/s]\nEpoch 0: |          | 3208/? [27:06<00:00,  1.97it/s]\nEpoch 0: |          | 3208/? [27:06<00:00,  1.97it/s]\nEpoch 0: |          | 3209/? [27:07<00:00,  1.97it/s]\nEpoch 0: |          | 3209/? [27:07<00:00,  1.97it/s]\nEpoch 0: |          | 3210/? [27:07<00:00,  1.97it/s]\nEpoch 0: |          | 3210/? [27:07<00:00,  1.97it/s]\nEpoch 0: |          | 3211/? [27:07<00:00,  1.97it/s]\nEpoch 0: |          | 3211/? [27:07<00:00,  1.97it/s]\nEpoch 0: |          | 3212/? [27:08<00:00,  1.97it/s]\nEpoch 0: |          | 3212/? [27:08<00:00,  1.97it/s]\nEpoch 0: |          | 3213/? [27:08<00:00,  1.97it/s]\nEpoch 0: |          | 3213/? [27:08<00:00,  1.97it/s]\nEpoch 0: |          | 3214/? [27:09<00:00,  1.97it/s]\nEpoch 0: |          | 3214/? [27:09<00:00,  1.97it/s]\nEpoch 0: |          | 3215/? [27:09<00:00,  1.97it/s]\nEpoch 0: |          | 3215/? [27:09<00:00,  1.97it/s]\nEpoch 0: |          | 3216/? [27:10<00:00,  1.97it/s]\nEpoch 0: |          | 3216/? [27:10<00:00,  1.97it/s]\nEpoch 0: |          | 3217/? [27:10<00:00,  1.97it/s]\nEpoch 0: |          | 3217/? [27:10<00:00,  1.97it/s]\nEpoch 0: |          | 3218/? [27:10<00:00,  1.97it/s]\nEpoch 0: |          | 3218/? [27:10<00:00,  1.97it/s]\nEpoch 0: |          | 3219/? [27:11<00:00,  1.97it/s]\nEpoch 0: |          | 3219/? [27:11<00:00,  1.97it/s]\nEpoch 0: |          | 3220/? [27:11<00:00,  1.97it/s]\nEpoch 0: |          | 3220/? [27:11<00:00,  1.97it/s]\nEpoch 0: |          | 3221/? [27:12<00:00,  1.97it/s]\nEpoch 0: |          | 3221/? [27:12<00:00,  1.97it/s]\nEpoch 0: |          | 3222/? [27:12<00:00,  1.97it/s]\nEpoch 0: |          | 3222/? [27:12<00:00,  1.97it/s]\nEpoch 0: |          | 3223/? [27:13<00:00,  1.97it/s]\nEpoch 0: |          | 3223/? [27:13<00:00,  1.97it/s]\nEpoch 0: |          | 3224/? [27:13<00:00,  1.97it/s]\nEpoch 0: |          | 3224/? [27:13<00:00,  1.97it/s]\nEpoch 0: |          | 3225/? [27:13<00:00,  1.97it/s]\nEpoch 0: |          | 3225/? [27:13<00:00,  1.97it/s]\nEpoch 0: |          | 3226/? [27:14<00:00,  1.97it/s]\nEpoch 0: |          | 3226/? [27:14<00:00,  1.97it/s]\nEpoch 0: |          | 3227/? [27:14<00:00,  1.97it/s]\nEpoch 0: |          | 3227/? [27:14<00:00,  1.97it/s]\nEpoch 0: |          | 3228/? [27:15<00:00,  1.97it/s]\nEpoch 0: |          | 3228/? [27:15<00:00,  1.97it/s]\nEpoch 0: |          | 3229/? [27:15<00:00,  1.97it/s]\nEpoch 0: |          | 3229/? [27:15<00:00,  1.97it/s]\nEpoch 0: |          | 3230/? [27:16<00:00,  1.97it/s]\nEpoch 0: |          | 3230/? [27:16<00:00,  1.97it/s]\nEpoch 0: |          | 3231/? [27:16<00:00,  1.97it/s]\nEpoch 0: |          | 3231/? [27:16<00:00,  1.97it/s]\nEpoch 0: |          | 3232/? [27:16<00:00,  1.97it/s]\nEpoch 0: |          | 3232/? [27:16<00:00,  1.97it/s]\nEpoch 0: |          | 3233/? [27:17<00:00,  1.97it/s]\nEpoch 0: |          | 3233/? [27:17<00:00,  1.97it/s]\nEpoch 0: |          | 3234/? [27:17<00:00,  1.97it/s]\nEpoch 0: |          | 3234/? [27:17<00:00,  1.97it/s]\nEpoch 0: |          | 3235/? [27:18<00:00,  1.97it/s]\nEpoch 0: |          | 3235/? [27:18<00:00,  1.97it/s]\nEpoch 0: |          | 3236/? [27:18<00:00,  1.97it/s]\nEpoch 0: |          | 3236/? [27:18<00:00,  1.97it/s]\nEpoch 0: |          | 3237/? [27:19<00:00,  1.97it/s]\nEpoch 0: |          | 3237/? [27:19<00:00,  1.97it/s]\nEpoch 0: |          | 3238/? [27:19<00:00,  1.97it/s]\nEpoch 0: |          | 3238/? [27:19<00:00,  1.97it/s]\nEpoch 0: |          | 3239/? [27:19<00:00,  1.98it/s]\nEpoch 0: |          | 3239/? [27:19<00:00,  1.98it/s]\nEpoch 0: |          | 3240/? [27:20<00:00,  1.98it/s]\nEpoch 0: |          | 3240/? [27:20<00:00,  1.98it/s]\nEpoch 0: |          | 3241/? [27:20<00:00,  1.98it/s]\nEpoch 0: |          | 3241/? [27:20<00:00,  1.98it/s]\nEpoch 0: |          | 3242/? [27:21<00:00,  1.98it/s]\nEpoch 0: |          | 3242/? [27:21<00:00,  1.98it/s]\nEpoch 0: |          | 3243/? [27:21<00:00,  1.98it/s]\nEpoch 0: |          | 3243/? [27:21<00:00,  1.98it/s]\nEpoch 0: |          | 3244/? [27:22<00:00,  1.98it/s]\nEpoch 0: |          | 3244/? [27:22<00:00,  1.98it/s]\nEpoch 0: |          | 3245/? [27:22<00:00,  1.98it/s]\nEpoch 0: |          | 3245/? [27:22<00:00,  1.98it/s]\nEpoch 0: |          | 3246/? [27:22<00:00,  1.98it/s]\nEpoch 0: |          | 3246/? [27:22<00:00,  1.98it/s]\nEpoch 0: |          | 3247/? [27:23<00:00,  1.98it/s]\nEpoch 0: |          | 3247/? [27:23<00:00,  1.98it/s]\nEpoch 0: |          | 3248/? [27:23<00:00,  1.98it/s]\nEpoch 0: |          | 3248/? [27:23<00:00,  1.98it/s]\nEpoch 0: |          | 3249/? [27:24<00:00,  1.98it/s]\nEpoch 0: |          | 3249/? [27:24<00:00,  1.98it/s]\nEpoch 0: |          | 3250/? [27:24<00:00,  1.98it/s]\nEpoch 0: |          | 3250/? [27:24<00:00,  1.98it/s]\nEpoch 0: |          | 3251/? [27:25<00:00,  1.98it/s]\nEpoch 0: |          | 3251/? [27:25<00:00,  1.98it/s]\nEpoch 0: |          | 3252/? [27:25<00:00,  1.98it/s]\nEpoch 0: |          | 3252/? [27:25<00:00,  1.98it/s]\nEpoch 0: |          | 3253/? [27:25<00:00,  1.98it/s]\nEpoch 0: |          | 3253/? [27:25<00:00,  1.98it/s]\nEpoch 0: |          | 3254/? [27:26<00:00,  1.98it/s]\nEpoch 0: |          | 3254/? [27:26<00:00,  1.98it/s]\nEpoch 0: |          | 3255/? [27:26<00:00,  1.98it/s]\nEpoch 0: |          | 3255/? [27:26<00:00,  1.98it/s]\nEpoch 0: |          | 3256/? [27:27<00:00,  1.98it/s]\nEpoch 0: |          | 3256/? [27:27<00:00,  1.98it/s]\nEpoch 0: |          | 3257/? [27:27<00:00,  1.98it/s]\nEpoch 0: |          | 3257/? [27:27<00:00,  1.98it/s]\nEpoch 0: |          | 3258/? [27:28<00:00,  1.98it/s]\nEpoch 0: |          | 3258/? [27:28<00:00,  1.98it/s]\nEpoch 0: |          | 3259/? [27:28<00:00,  1.98it/s]\nEpoch 0: |          | 3259/? [27:28<00:00,  1.98it/s]\nEpoch 0: |          | 3260/? [27:28<00:00,  1.98it/s]\nEpoch 0: |          | 3260/? [27:28<00:00,  1.98it/s]\nEpoch 0: |          | 3261/? [27:29<00:00,  1.98it/s]\nEpoch 0: |          | 3261/? [27:29<00:00,  1.98it/s]\nEpoch 0: |          | 3262/? [27:29<00:00,  1.98it/s]\nEpoch 0: |          | 3262/? [27:29<00:00,  1.98it/s]\nEpoch 0: |          | 3263/? [27:30<00:00,  1.98it/s]\nEpoch 0: |          | 3263/? [27:30<00:00,  1.98it/s]\nEpoch 0: |          | 3264/? [27:30<00:00,  1.98it/s]\nEpoch 0: |          | 3264/? [27:30<00:00,  1.98it/s]\nEpoch 0: |          | 3265/? [27:31<00:00,  1.98it/s]\nEpoch 0: |          | 3265/? [27:31<00:00,  1.98it/s]\nEpoch 0: |          | 3266/? [27:31<00:00,  1.98it/s]\nEpoch 0: |          | 3266/? [27:31<00:00,  1.98it/s]\nEpoch 0: |          | 3267/? [27:31<00:00,  1.98it/s]\nEpoch 0: |          | 3267/? [27:31<00:00,  1.98it/s]\nEpoch 0: |          | 3268/? [27:32<00:00,  1.98it/s]\nEpoch 0: |          | 3268/? [27:32<00:00,  1.98it/s]\nEpoch 0: |          | 3269/? [27:32<00:00,  1.98it/s]\nEpoch 0: |          | 3269/? [27:32<00:00,  1.98it/s]\nEpoch 0: |          | 3270/? [27:33<00:00,  1.98it/s]\nEpoch 0: |          | 3270/? [27:33<00:00,  1.98it/s]\nEpoch 0: |          | 3271/? [27:33<00:00,  1.98it/s]\nEpoch 0: |          | 3271/? [27:33<00:00,  1.98it/s]\nEpoch 0: |          | 3272/? [27:34<00:00,  1.98it/s]\nEpoch 0: |          | 3272/? [27:34<00:00,  1.98it/s]\nEpoch 0: |          | 3273/? [27:34<00:00,  1.98it/s]\nEpoch 0: |          | 3273/? [27:34<00:00,  1.98it/s]\nEpoch 0: |          | 3274/? [27:35<00:00,  1.98it/s]\nEpoch 0: |          | 3274/? [27:35<00:00,  1.98it/s]\nEpoch 0: |          | 3275/? [27:35<00:00,  1.98it/s]\nEpoch 0: |          | 3275/? [27:35<00:00,  1.98it/s]\nEpoch 0: |          | 3276/? [27:35<00:00,  1.98it/s]\nEpoch 0: |          | 3276/? [27:35<00:00,  1.98it/s]\nEpoch 0: |          | 3277/? [27:36<00:00,  1.98it/s]\nEpoch 0: |          | 3277/? [27:36<00:00,  1.98it/s]\nEpoch 0: |          | 3278/? [27:36<00:00,  1.98it/s]\nEpoch 0: |          | 3278/? [27:36<00:00,  1.98it/s]\nEpoch 0: |          | 3279/? [27:37<00:00,  1.98it/s]\nEpoch 0: |          | 3279/? [27:37<00:00,  1.98it/s]\nEpoch 0: |          | 3280/? [27:37<00:00,  1.98it/s]\nEpoch 0: |          | 3280/? [27:37<00:00,  1.98it/s]\nEpoch 0: |          | 3281/? [27:37<00:00,  1.98it/s]\nEpoch 0: |          | 3281/? [27:37<00:00,  1.98it/s]\nEpoch 0: |          | 3282/? [27:38<00:00,  1.98it/s]\nEpoch 0: |          | 3282/? [27:38<00:00,  1.98it/s]\nEpoch 0: |          | 3283/? [27:38<00:00,  1.98it/s]\nEpoch 0: |          | 3283/? [27:38<00:00,  1.98it/s]\nEpoch 0: |          | 3284/? [27:39<00:00,  1.98it/s]\nEpoch 0: |          | 3284/? [27:39<00:00,  1.98it/s]\nEpoch 0: |          | 3285/? [27:39<00:00,  1.98it/s]\nEpoch 0: |          | 3285/? [27:39<00:00,  1.98it/s]\nEpoch 0: |          | 3286/? [27:40<00:00,  1.98it/s]\nEpoch 0: |          | 3286/? [27:40<00:00,  1.98it/s]\nEpoch 0: |          | 3287/? [27:40<00:00,  1.98it/s]\nEpoch 0: |          | 3287/? [27:40<00:00,  1.98it/s]\nEpoch 0: |          | 3288/? [27:40<00:00,  1.98it/s]\nEpoch 0: |          | 3288/? [27:40<00:00,  1.98it/s]\nEpoch 0: |          | 3289/? [27:41<00:00,  1.98it/s]\nEpoch 0: |          | 3289/? [27:41<00:00,  1.98it/s]\nEpoch 0: |          | 3290/? [27:41<00:00,  1.98it/s]\nEpoch 0: |          | 3290/? [27:41<00:00,  1.98it/s]\nEpoch 0: |          | 3291/? [27:42<00:00,  1.98it/s]\nEpoch 0: |          | 3291/? [27:42<00:00,  1.98it/s]\nEpoch 0: |          | 3292/? [27:42<00:00,  1.98it/s]\nEpoch 0: |          | 3292/? [27:42<00:00,  1.98it/s]\nEpoch 0: |          | 3293/? [27:43<00:00,  1.98it/s]\nEpoch 0: |          | 3293/? [27:43<00:00,  1.98it/s]\nEpoch 0: |          | 3294/? [27:43<00:00,  1.98it/s]\nEpoch 0: |          | 3294/? [27:43<00:00,  1.98it/s]\nEpoch 0: |          | 3295/? [27:43<00:00,  1.98it/s]\nEpoch 0: |          | 3295/? [27:43<00:00,  1.98it/s]\nEpoch 0: |          | 3296/? [27:44<00:00,  1.98it/s]\nEpoch 0: |          | 3296/? [27:44<00:00,  1.98it/s]\nEpoch 0: |          | 3297/? [27:44<00:00,  1.98it/s]\nEpoch 0: |          | 3297/? [27:44<00:00,  1.98it/s]\nEpoch 0: |          | 3298/? [27:45<00:00,  1.98it/s]\nEpoch 0: |          | 3298/? [27:45<00:00,  1.98it/s]\nEpoch 0: |          | 3299/? [27:45<00:00,  1.98it/s]\nEpoch 0: |          | 3299/? [27:45<00:00,  1.98it/s]\nEpoch 0: |          | 3300/? [27:46<00:00,  1.98it/s]\nEpoch 0: |          | 3300/? [27:46<00:00,  1.98it/s]\nEpoch 0: |          | 3301/? [27:46<00:00,  1.98it/s]\nEpoch 0: |          | 3301/? [27:46<00:00,  1.98it/s]\nEpoch 0: |          | 3302/? [27:46<00:00,  1.98it/s]\nEpoch 0: |          | 3302/? [27:46<00:00,  1.98it/s]\nEpoch 0: |          | 3303/? [27:47<00:00,  1.98it/s]\nEpoch 0: |          | 3303/? [27:47<00:00,  1.98it/s]\nEpoch 0: |          | 3304/? [27:47<00:00,  1.98it/s]\nEpoch 0: |          | 3304/? [27:47<00:00,  1.98it/s]\nEpoch 0: |          | 3305/? [27:48<00:00,  1.98it/s]\nEpoch 0: |          | 3305/? [27:48<00:00,  1.98it/s]\nEpoch 0: |          | 3306/? [27:48<00:00,  1.98it/s]\nEpoch 0: |          | 3306/? [27:48<00:00,  1.98it/s]\nEpoch 0: |          | 3307/? [27:49<00:00,  1.98it/s]\nEpoch 0: |          | 3307/? [27:49<00:00,  1.98it/s]\nEpoch 0: |          | 3308/? [27:49<00:00,  1.98it/s]\nEpoch 0: |          | 3308/? [27:49<00:00,  1.98it/s]\nEpoch 0: |          | 3309/? [27:49<00:00,  1.98it/s]\nEpoch 0: |          | 3309/? [27:49<00:00,  1.98it/s]\nEpoch 0: |          | 3310/? [27:50<00:00,  1.98it/s]\nEpoch 0: |          | 3310/? [27:50<00:00,  1.98it/s]\nEpoch 0: |          | 3311/? [27:50<00:00,  1.98it/s]\nEpoch 0: |          | 3311/? [27:50<00:00,  1.98it/s]\nEpoch 0: |          | 3312/? [27:51<00:00,  1.98it/s]\nEpoch 0: |          | 3312/? [27:51<00:00,  1.98it/s]\nEpoch 0: |          | 3313/? [27:51<00:00,  1.98it/s]\nEpoch 0: |          | 3313/? [27:51<00:00,  1.98it/s]\nEpoch 0: |          | 3314/? [27:51<00:00,  1.98it/s]\nEpoch 0: |          | 3314/? [27:51<00:00,  1.98it/s]\nEpoch 0: |          | 3315/? [27:52<00:00,  1.98it/s]\nEpoch 0: |          | 3315/? [27:52<00:00,  1.98it/s]\nEpoch 0: |          | 3316/? [27:52<00:00,  1.98it/s]\nEpoch 0: |          | 3316/? [27:52<00:00,  1.98it/s]\nEpoch 0: |          | 3317/? [27:53<00:00,  1.98it/s]\nEpoch 0: |          | 3317/? [27:53<00:00,  1.98it/s]\nEpoch 0: |          | 3318/? [27:53<00:00,  1.98it/s]\nEpoch 0: |          | 3318/? [27:53<00:00,  1.98it/s]\nEpoch 0: |          | 3319/? [27:54<00:00,  1.98it/s]\nEpoch 0: |          | 3319/? [27:54<00:00,  1.98it/s]\nEpoch 0: |          | 3320/? [27:54<00:00,  1.98it/s]\nEpoch 0: |          | 3320/? [27:54<00:00,  1.98it/s]\nEpoch 0: |          | 3321/? [27:55<00:00,  1.98it/s]\nEpoch 0: |          | 3321/? [27:55<00:00,  1.98it/s]\nEpoch 0: |          | 3322/? [27:55<00:00,  1.98it/s]\nEpoch 0: |          | 3322/? [27:55<00:00,  1.98it/s]\nEpoch 0: |          | 3323/? [27:55<00:00,  1.98it/s]\nEpoch 0: |          | 3323/? [27:55<00:00,  1.98it/s]\nEpoch 0: |          | 3324/? [27:56<00:00,  1.98it/s]\nEpoch 0: |          | 3324/? [27:56<00:00,  1.98it/s]\nEpoch 0: |          | 3325/? [27:56<00:00,  1.98it/s]\nEpoch 0: |          | 3325/? [27:56<00:00,  1.98it/s]\nEpoch 0: |          | 3326/? [27:57<00:00,  1.98it/s]\nEpoch 0: |          | 3326/? [27:57<00:00,  1.98it/s]\nEpoch 0: |          | 3327/? [27:57<00:00,  1.98it/s]\nEpoch 0: |          | 3327/? [27:57<00:00,  1.98it/s]\nEpoch 0: |          | 3328/? [27:58<00:00,  1.98it/s]\nEpoch 0: |          | 3328/? [27:58<00:00,  1.98it/s]\nEpoch 0: |          | 3329/? [27:58<00:00,  1.98it/s]\nEpoch 0: |          | 3329/? [27:58<00:00,  1.98it/s]\nEpoch 0: |          | 3330/? [27:58<00:00,  1.98it/s]\nEpoch 0: |          | 3330/? [27:58<00:00,  1.98it/s]\nEpoch 0: |          | 3331/? [27:59<00:00,  1.98it/s]\nEpoch 0: |          | 3331/? [27:59<00:00,  1.98it/s]\nEpoch 0: |          | 3332/? [27:59<00:00,  1.98it/s]\nEpoch 0: |          | 3332/? [27:59<00:00,  1.98it/s]\nEpoch 0: |          | 3333/? [28:00<00:00,  1.98it/s]\nEpoch 0: |          | 3333/? [28:00<00:00,  1.98it/s]\nEpoch 0: |          | 3334/? [28:00<00:00,  1.98it/s]\nEpoch 0: |          | 3334/? [28:00<00:00,  1.98it/s]\nEpoch 0: |          | 3335/? [28:01<00:00,  1.98it/s]\nEpoch 0: |          | 3335/? [28:01<00:00,  1.98it/s]\nEpoch 0: |          | 3336/? [28:01<00:00,  1.98it/s]\nEpoch 0: |          | 3336/? [28:01<00:00,  1.98it/s]\nEpoch 0: |          | 3337/? [28:01<00:00,  1.98it/s]\nEpoch 0: |          | 3337/? [28:01<00:00,  1.98it/s]\nEpoch 0: |          | 3338/? [28:02<00:00,  1.98it/s]\nEpoch 0: |          | 3338/? [28:02<00:00,  1.98it/s]\nEpoch 0: |          | 3339/? [28:02<00:00,  1.98it/s]\nEpoch 0: |          | 3339/? [28:02<00:00,  1.98it/s]\nEpoch 0: |          | 3340/? [28:03<00:00,  1.98it/s]\nEpoch 0: |          | 3340/? [28:03<00:00,  1.98it/s]\nEpoch 0: |          | 3341/? [28:03<00:00,  1.98it/s]\nEpoch 0: |          | 3341/? [28:03<00:00,  1.98it/s]\nEpoch 0: |          | 3342/? [28:04<00:00,  1.98it/s]\nEpoch 0: |          | 3342/? [28:04<00:00,  1.98it/s]\nEpoch 0: |          | 3343/? [28:04<00:00,  1.98it/s]\nEpoch 0: |          | 3343/? [28:04<00:00,  1.98it/s]\nEpoch 0: |          | 3344/? [28:04<00:00,  1.98it/s]\nEpoch 0: |          | 3344/? [28:04<00:00,  1.98it/s]\nEpoch 0: |          | 3345/? [28:05<00:00,  1.98it/s]\nEpoch 0: |          | 3345/? [28:05<00:00,  1.98it/s]\nEpoch 0: |          | 3346/? [28:05<00:00,  1.98it/s]\nEpoch 0: |          | 3346/? [28:05<00:00,  1.98it/s]\nEpoch 0: |          | 3347/? [28:06<00:00,  1.98it/s]\nEpoch 0: |          | 3347/? [28:06<00:00,  1.98it/s]\nEpoch 0: |          | 3348/? [28:06<00:00,  1.99it/s]\nEpoch 0: |          | 3348/? [28:06<00:00,  1.99it/s]\nEpoch 0: |          | 3349/? [28:06<00:00,  1.99it/s]\nEpoch 0: |          | 3349/? [28:06<00:00,  1.99it/s]\nEpoch 0: |          | 3350/? [28:07<00:00,  1.99it/s]\nEpoch 0: |          | 3350/? [28:07<00:00,  1.99it/s]\nEpoch 0: |          | 3351/? [28:07<00:00,  1.99it/s]\nEpoch 0: |          | 3351/? [28:07<00:00,  1.99it/s]\nEpoch 0: |          | 3352/? [28:08<00:00,  1.99it/s]\nEpoch 0: |          | 3352/? [28:08<00:00,  1.99it/s]\nEpoch 0: |          | 3353/? [28:08<00:00,  1.99it/s]\nEpoch 0: |          | 3353/? [28:08<00:00,  1.99it/s]\nEpoch 0: |          | 3354/? [28:09<00:00,  1.99it/s]\nEpoch 0: |          | 3354/? [28:09<00:00,  1.99it/s]\nEpoch 0: |          | 3355/? [28:09<00:00,  1.99it/s]\nEpoch 0: |          | 3355/? [28:09<00:00,  1.99it/s]\nEpoch 0: |          | 3356/? [28:09<00:00,  1.99it/s]\nEpoch 0: |          | 3356/? [28:09<00:00,  1.99it/s]\nEpoch 0: |          | 3357/? [28:10<00:00,  1.99it/s]\nEpoch 0: |          | 3357/? [28:10<00:00,  1.99it/s]\nEpoch 0: |          | 3358/? [28:10<00:00,  1.99it/s]\nEpoch 0: |          | 3358/? [28:10<00:00,  1.99it/s]\nEpoch 0: |          | 3359/? [28:11<00:00,  1.99it/s]\nEpoch 0: |          | 3359/? [28:11<00:00,  1.99it/s]\nEpoch 0: |          | 3360/? [28:11<00:00,  1.99it/s]\nEpoch 0: |          | 3360/? [28:11<00:00,  1.99it/s]\nEpoch 0: |          | 3361/? [28:12<00:00,  1.99it/s]\nEpoch 0: |          | 3361/? [28:12<00:00,  1.99it/s]\nEpoch 0: |          | 3362/? [28:12<00:00,  1.99it/s]\nEpoch 0: |          | 3362/? [28:12<00:00,  1.99it/s]\nEpoch 0: |          | 3363/? [28:12<00:00,  1.99it/s]\nEpoch 0: |          | 3363/? [28:12<00:00,  1.99it/s]\nEpoch 0: |          | 3364/? [28:13<00:00,  1.99it/s]\nEpoch 0: |          | 3364/? [28:13<00:00,  1.99it/s]\nEpoch 0: |          | 3365/? [28:13<00:00,  1.99it/s]\nEpoch 0: |          | 3365/? [28:13<00:00,  1.99it/s]\nEpoch 0: |          | 3366/? [28:14<00:00,  1.99it/s]\nEpoch 0: |          | 3366/? [28:14<00:00,  1.99it/s]\nEpoch 0: |          | 3367/? [28:14<00:00,  1.99it/s]\nEpoch 0: |          | 3367/? [28:14<00:00,  1.99it/s]\nEpoch 0: |          | 3368/? [28:15<00:00,  1.99it/s]\nEpoch 0: |          | 3368/? [28:15<00:00,  1.99it/s]\nEpoch 0: |          | 3369/? [28:15<00:00,  1.99it/s]\nEpoch 0: |          | 3369/? [28:15<00:00,  1.99it/s]\nEpoch 0: |          | 3370/? [28:15<00:00,  1.99it/s]\nEpoch 0: |          | 3370/? [28:15<00:00,  1.99it/s]\nEpoch 0: |          | 3371/? [28:16<00:00,  1.99it/s]\nEpoch 0: |          | 3371/? [28:16<00:00,  1.99it/s]\nEpoch 0: |          | 3372/? [28:16<00:00,  1.99it/s]\nEpoch 0: |          | 3372/? [28:16<00:00,  1.99it/s]\nEpoch 0: |          | 3373/? [28:17<00:00,  1.99it/s]\nEpoch 0: |          | 3373/? [28:17<00:00,  1.99it/s]\nEpoch 0: |          | 3374/? [28:17<00:00,  1.99it/s]\nEpoch 0: |          | 3374/? [28:17<00:00,  1.99it/s]\nEpoch 0: |          | 3375/? [28:18<00:00,  1.99it/s]\nEpoch 0: |          | 3375/? [28:18<00:00,  1.99it/s]\nEpoch 0: |          | 3376/? [28:18<00:00,  1.99it/s]\nEpoch 0: |          | 3376/? [28:18<00:00,  1.99it/s]\nEpoch 0: |          | 3377/? [28:18<00:00,  1.99it/s]\nEpoch 0: |          | 3377/? [28:18<00:00,  1.99it/s]\nEpoch 0: |          | 3378/? [28:19<00:00,  1.99it/s]\nEpoch 0: |          | 3378/? [28:19<00:00,  1.99it/s]\nEpoch 0: |          | 3379/? [28:19<00:00,  1.99it/s]\nEpoch 0: |          | 3379/? [28:19<00:00,  1.99it/s]\nEpoch 0: |          | 3380/? [28:20<00:00,  1.99it/s]\nEpoch 0: |          | 3380/? [28:20<00:00,  1.99it/s]\nEpoch 0: |          | 3381/? [28:20<00:00,  1.99it/s]\nEpoch 0: |          | 3381/? [28:20<00:00,  1.99it/s]\nEpoch 0: |          | 3382/? [28:21<00:00,  1.99it/s]\nEpoch 0: |          | 3382/? [28:21<00:00,  1.99it/s]\nEpoch 0: |          | 3383/? [28:21<00:00,  1.99it/s]\nEpoch 0: |          | 3383/? [28:21<00:00,  1.99it/s]\nEpoch 0: |          | 3384/? [28:21<00:00,  1.99it/s]\nEpoch 0: |          | 3384/? [28:21<00:00,  1.99it/s]\nEpoch 0: |          | 3385/? [28:22<00:00,  1.99it/s]\nEpoch 0: |          | 3385/? [28:22<00:00,  1.99it/s]\nEpoch 0: |          | 3386/? [28:22<00:00,  1.99it/s]\nEpoch 0: |          | 3386/? [28:22<00:00,  1.99it/s]\nEpoch 0: |          | 3387/? [28:23<00:00,  1.99it/s]\nEpoch 0: |          | 3387/? [28:23<00:00,  1.99it/s]\nEpoch 0: |          | 3388/? [28:23<00:00,  1.99it/s]\nEpoch 0: |          | 3388/? [28:23<00:00,  1.99it/s]\nEpoch 0: |          | 3389/? [28:24<00:00,  1.99it/s]\nEpoch 0: |          | 3389/? [28:24<00:00,  1.99it/s]\nEpoch 0: |          | 3390/? [28:24<00:00,  1.99it/s]\nEpoch 0: |          | 3390/? [28:24<00:00,  1.99it/s]\nEpoch 0: |          | 3391/? [28:25<00:00,  1.99it/s]\nEpoch 0: |          | 3391/? [28:25<00:00,  1.99it/s]\nEpoch 0: |          | 3392/? [28:25<00:00,  1.99it/s]\nEpoch 0: |          | 3392/? [28:25<00:00,  1.99it/s]\nEpoch 0: |          | 3393/? [28:25<00:00,  1.99it/s]\nEpoch 0: |          | 3393/? [28:25<00:00,  1.99it/s]\nEpoch 0: |          | 3394/? [28:26<00:00,  1.99it/s]\nEpoch 0: |          | 3394/? [28:26<00:00,  1.99it/s]\nEpoch 0: |          | 3395/? [28:26<00:00,  1.99it/s]\nEpoch 0: |          | 3395/? [28:26<00:00,  1.99it/s]\nEpoch 0: |          | 3396/? [28:27<00:00,  1.99it/s]\nEpoch 0: |          | 3396/? [28:27<00:00,  1.99it/s]\nEpoch 0: |          | 3397/? [28:27<00:00,  1.99it/s]\nEpoch 0: |          | 3397/? [28:27<00:00,  1.99it/s]\nEpoch 0: |          | 3398/? [28:28<00:00,  1.99it/s]\nEpoch 0: |          | 3398/? [28:28<00:00,  1.99it/s]\nEpoch 0: |          | 3399/? [28:28<00:00,  1.99it/s]\nEpoch 0: |          | 3399/? [28:28<00:00,  1.99it/s]\nEpoch 0: |          | 3400/? [28:28<00:00,  1.99it/s]\nEpoch 0: |          | 3400/? [28:28<00:00,  1.99it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  4.23it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  3.80it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  3.79it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  3.71it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 3400/? [28:29<00:00,  1.99it/s]\nEpoch 0: |          | 3401/? [28:30<00:00,  1.99it/s]\nEpoch 0: |          | 3401/? [28:30<00:00,  1.99it/s]\nEpoch 0: |          | 3402/? [28:30<00:00,  1.99it/s]\nEpoch 0: |          | 3402/? [28:30<00:00,  1.99it/s]\nEpoch 0: |          | 3403/? [28:31<00:00,  1.99it/s]\nEpoch 0: |          | 3403/? [28:31<00:00,  1.99it/s]\nEpoch 0: |          | 3404/? [28:31<00:00,  1.99it/s]\nEpoch 0: |          | 3404/? [28:31<00:00,  1.99it/s]\nEpoch 0: |          | 3405/? [28:32<00:00,  1.99it/s]\nEpoch 0: |          | 3405/? [28:32<00:00,  1.99it/s]\nEpoch 0: |          | 3406/? [28:32<00:00,  1.99it/s]\nEpoch 0: |          | 3406/? [28:32<00:00,  1.99it/s]\nEpoch 0: |          | 3407/? [28:33<00:00,  1.99it/s]\nEpoch 0: |          | 3407/? [28:33<00:00,  1.99it/s]\nEpoch 0: |          | 3408/? [28:33<00:00,  1.99it/s]\nEpoch 0: |          | 3408/? [28:33<00:00,  1.99it/s]\nEpoch 0: |          | 3409/? [28:33<00:00,  1.99it/s]\nEpoch 0: |          | 3409/? [28:33<00:00,  1.99it/s]\nEpoch 0: |          | 3410/? [28:34<00:00,  1.99it/s]\nEpoch 0: |          | 3410/? [28:34<00:00,  1.99it/s]\nEpoch 0: |          | 3411/? [28:34<00:00,  1.99it/s]\nEpoch 0: |          | 3411/? [28:34<00:00,  1.99it/s]\nEpoch 0: |          | 3412/? [28:35<00:00,  1.99it/s]\nEpoch 0: |          | 3412/? [28:35<00:00,  1.99it/s]\nEpoch 0: |          | 3413/? [28:35<00:00,  1.99it/s]\nEpoch 0: |          | 3413/? [28:35<00:00,  1.99it/s]\nEpoch 0: |          | 3414/? [28:36<00:00,  1.99it/s]\nEpoch 0: |          | 3414/? [28:36<00:00,  1.99it/s]\nEpoch 0: |          | 3415/? [28:36<00:00,  1.99it/s]\nEpoch 0: |          | 3415/? [28:36<00:00,  1.99it/s]\nEpoch 0: |          | 3416/? [28:36<00:00,  1.99it/s]\nEpoch 0: |          | 3416/? [28:36<00:00,  1.99it/s]\nEpoch 0: |          | 3417/? [28:37<00:00,  1.99it/s]\nEpoch 0: |          | 3417/? [28:37<00:00,  1.99it/s]\nEpoch 0: |          | 3418/? [28:37<00:00,  1.99it/s]\nEpoch 0: |          | 3418/? [28:37<00:00,  1.99it/s]\nEpoch 0: |          | 3419/? [28:38<00:00,  1.99it/s]\nEpoch 0: |          | 3419/? [28:38<00:00,  1.99it/s]\nEpoch 0: |          | 3420/? [28:38<00:00,  1.99it/s]\nEpoch 0: |          | 3420/? [28:38<00:00,  1.99it/s]\nEpoch 0: |          | 3421/? [28:39<00:00,  1.99it/s]\nEpoch 0: |          | 3421/? [28:39<00:00,  1.99it/s]\nEpoch 0: |          | 3422/? [28:39<00:00,  1.99it/s]\nEpoch 0: |          | 3422/? [28:39<00:00,  1.99it/s]\nEpoch 0: |          | 3423/? [28:39<00:00,  1.99it/s]\nEpoch 0: |          | 3423/? [28:39<00:00,  1.99it/s]\nEpoch 0: |          | 3424/? [28:40<00:00,  1.99it/s]\nEpoch 0: |          | 3424/? [28:40<00:00,  1.99it/s]\nEpoch 0: |          | 3425/? [28:40<00:00,  1.99it/s]\nEpoch 0: |          | 3425/? [28:40<00:00,  1.99it/s]\nEpoch 0: |          | 3426/? [28:41<00:00,  1.99it/s]\nEpoch 0: |          | 3426/? [28:41<00:00,  1.99it/s]\nEpoch 0: |          | 3427/? [28:41<00:00,  1.99it/s]\nEpoch 0: |          | 3427/? [28:41<00:00,  1.99it/s]\nEpoch 0: |          | 3428/? [28:42<00:00,  1.99it/s]\nEpoch 0: |          | 3428/? [28:42<00:00,  1.99it/s]\nEpoch 0: |          | 3429/? [28:42<00:00,  1.99it/s]\nEpoch 0: |          | 3429/? [28:42<00:00,  1.99it/s]\nEpoch 0: |          | 3430/? [28:42<00:00,  1.99it/s]\nEpoch 0: |          | 3430/? [28:42<00:00,  1.99it/s]\nEpoch 0: |          | 3431/? [28:43<00:00,  1.99it/s]\nEpoch 0: |          | 3431/? [28:43<00:00,  1.99it/s]\nEpoch 0: |          | 3432/? [28:43<00:00,  1.99it/s]\nEpoch 0: |          | 3432/? [28:43<00:00,  1.99it/s]\nEpoch 0: |          | 3433/? [28:44<00:00,  1.99it/s]\nEpoch 0: |          | 3433/? [28:44<00:00,  1.99it/s]\nEpoch 0: |          | 3434/? [28:44<00:00,  1.99it/s]\nEpoch 0: |          | 3434/? [28:44<00:00,  1.99it/s]\nEpoch 0: |          | 3435/? [28:45<00:00,  1.99it/s]\nEpoch 0: |          | 3435/? [28:45<00:00,  1.99it/s]\nEpoch 0: |          | 3436/? [28:45<00:00,  1.99it/s]\nEpoch 0: |          | 3436/? [28:45<00:00,  1.99it/s]\nEpoch 0: |          | 3437/? [28:45<00:00,  1.99it/s]\nEpoch 0: |          | 3437/? [28:45<00:00,  1.99it/s]\nEpoch 0: |          | 3438/? [28:46<00:00,  1.99it/s]\nEpoch 0: |          | 3438/? [28:46<00:00,  1.99it/s]\nEpoch 0: |          | 3439/? [28:46<00:00,  1.99it/s]\nEpoch 0: |          | 3439/? [28:46<00:00,  1.99it/s]\nEpoch 0: |          | 3440/? [28:47<00:00,  1.99it/s]\nEpoch 0: |          | 3440/? [28:47<00:00,  1.99it/s]\nEpoch 0: |          | 3441/? [28:47<00:00,  1.99it/s]\nEpoch 0: |          | 3441/? [28:47<00:00,  1.99it/s]\nEpoch 0: |          | 3442/? [28:48<00:00,  1.99it/s]\nEpoch 0: |          | 3442/? [28:48<00:00,  1.99it/s]\nEpoch 0: |          | 3443/? [28:48<00:00,  1.99it/s]\nEpoch 0: |          | 3443/? [28:48<00:00,  1.99it/s]\nEpoch 0: |          | 3444/? [28:48<00:00,  1.99it/s]\nEpoch 0: |          | 3444/? [28:48<00:00,  1.99it/s]\nEpoch 0: |          | 3445/? [28:49<00:00,  1.99it/s]\nEpoch 0: |          | 3445/? [28:49<00:00,  1.99it/s]\nEpoch 0: |          | 3446/? [28:49<00:00,  1.99it/s]\nEpoch 0: |          | 3446/? [28:49<00:00,  1.99it/s]\nEpoch 0: |          | 3447/? [28:50<00:00,  1.99it/s]\nEpoch 0: |          | 3447/? [28:50<00:00,  1.99it/s]\nEpoch 0: |          | 3448/? [28:50<00:00,  1.99it/s]\nEpoch 0: |          | 3448/? [28:50<00:00,  1.99it/s]\nEpoch 0: |          | 3449/? [28:50<00:00,  1.99it/s]\nEpoch 0: |          | 3449/? [28:50<00:00,  1.99it/s]\nEpoch 0: |          | 3450/? [28:51<00:00,  1.99it/s]\nEpoch 0: |          | 3450/? [28:51<00:00,  1.99it/s]\nEpoch 0: |          | 3451/? [28:51<00:00,  1.99it/s]\nEpoch 0: |          | 3451/? [28:51<00:00,  1.99it/s]\nEpoch 0: |          | 3452/? [28:52<00:00,  1.99it/s]\nEpoch 0: |          | 3452/? [28:52<00:00,  1.99it/s]\nEpoch 0: |          | 3453/? [28:52<00:00,  1.99it/s]\nEpoch 0: |          | 3453/? [28:52<00:00,  1.99it/s]\nEpoch 0: |          | 3454/? [28:53<00:00,  1.99it/s]\nEpoch 0: |          | 3454/? [28:53<00:00,  1.99it/s]\nEpoch 0: |          | 3455/? [28:53<00:00,  1.99it/s]\nEpoch 0: |          | 3455/? [28:53<00:00,  1.99it/s]\nEpoch 0: |          | 3456/? [28:53<00:00,  1.99it/s]\nEpoch 0: |          | 3456/? [28:53<00:00,  1.99it/s]\nEpoch 0: |          | 3457/? [28:54<00:00,  1.99it/s]\nEpoch 0: |          | 3457/? [28:54<00:00,  1.99it/s]\nEpoch 0: |          | 3458/? [28:54<00:00,  1.99it/s]\nEpoch 0: |          | 3458/? [28:54<00:00,  1.99it/s]\nEpoch 0: |          | 3459/? [28:55<00:00,  1.99it/s]\nEpoch 0: |          | 3459/? [28:55<00:00,  1.99it/s]\nEpoch 0: |          | 3460/? [28:55<00:00,  1.99it/s]\nEpoch 0: |          | 3460/? [28:55<00:00,  1.99it/s]\nEpoch 0: |          | 3461/? [28:56<00:00,  1.99it/s]\nEpoch 0: |          | 3461/? [28:56<00:00,  1.99it/s]\nEpoch 0: |          | 3462/? [28:56<00:00,  1.99it/s]\nEpoch 0: |          | 3462/? [28:56<00:00,  1.99it/s]\nEpoch 0: |          | 3463/? [28:57<00:00,  1.99it/s]\nEpoch 0: |          | 3463/? [28:57<00:00,  1.99it/s]\nEpoch 0: |          | 3464/? [28:57<00:00,  1.99it/s]\nEpoch 0: |          | 3464/? [28:57<00:00,  1.99it/s]\nEpoch 0: |          | 3465/? [28:57<00:00,  1.99it/s]\nEpoch 0: |          | 3465/? [28:57<00:00,  1.99it/s]\nEpoch 0: |          | 3466/? [28:58<00:00,  1.99it/s]\nEpoch 0: |          | 3466/? [28:58<00:00,  1.99it/s]\nEpoch 0: |          | 3467/? [28:58<00:00,  1.99it/s]\nEpoch 0: |          | 3467/? [28:58<00:00,  1.99it/s]\nEpoch 0: |          | 3468/? [28:59<00:00,  1.99it/s]\nEpoch 0: |          | 3468/? [28:59<00:00,  1.99it/s]\nEpoch 0: |          | 3469/? [28:59<00:00,  1.99it/s]\nEpoch 0: |          | 3469/? [28:59<00:00,  1.99it/s]\nEpoch 0: |          | 3470/? [29:00<00:00,  1.99it/s]\nEpoch 0: |          | 3470/? [29:00<00:00,  1.99it/s]\nEpoch 0: |          | 3471/? [29:00<00:00,  1.99it/s]\nEpoch 0: |          | 3471/? [29:00<00:00,  1.99it/s]\nEpoch 0: |          | 3472/? [29:00<00:00,  1.99it/s]\nEpoch 0: |          | 3472/? [29:00<00:00,  1.99it/s]\nEpoch 0: |          | 3473/? [29:01<00:00,  1.99it/s]\nEpoch 0: |          | 3473/? [29:01<00:00,  1.99it/s]\nEpoch 0: |          | 3474/? [29:01<00:00,  1.99it/s]\nEpoch 0: |          | 3474/? [29:01<00:00,  1.99it/s]\nEpoch 0: |          | 3475/? [29:02<00:00,  1.99it/s]\nEpoch 0: |          | 3475/? [29:02<00:00,  1.99it/s]\nEpoch 0: |          | 3476/? [29:02<00:00,  1.99it/s]\nEpoch 0: |          | 3476/? [29:02<00:00,  1.99it/s]\nEpoch 0: |          | 3477/? [29:03<00:00,  1.99it/s]\nEpoch 0: |          | 3477/? [29:03<00:00,  1.99it/s]\nEpoch 0: |          | 3478/? [29:03<00:00,  1.99it/s]\nEpoch 0: |          | 3478/? [29:03<00:00,  1.99it/s]\nEpoch 0: |          | 3479/? [29:03<00:00,  1.99it/s]\nEpoch 0: |          | 3479/? [29:03<00:00,  1.99it/s]\nEpoch 0: |          | 3480/? [29:04<00:00,  2.00it/s]\nEpoch 0: |          | 3480/? [29:04<00:00,  2.00it/s]\nEpoch 0: |          | 3481/? [29:04<00:00,  2.00it/s]\nEpoch 0: |          | 3481/? [29:04<00:00,  2.00it/s]\nEpoch 0: |          | 3482/? [29:05<00:00,  2.00it/s]\nEpoch 0: |          | 3482/? [29:05<00:00,  2.00it/s]\nEpoch 0: |          | 3483/? [29:05<00:00,  2.00it/s]\nEpoch 0: |          | 3483/? [29:05<00:00,  2.00it/s]\nEpoch 0: |          | 3484/? [29:06<00:00,  2.00it/s]\nEpoch 0: |          | 3484/? [29:06<00:00,  2.00it/s]\nEpoch 0: |          | 3485/? [29:06<00:00,  2.00it/s]\nEpoch 0: |          | 3485/? [29:06<00:00,  2.00it/s]\nEpoch 0: |          | 3486/? [29:06<00:00,  2.00it/s]\nEpoch 0: |          | 3486/? [29:06<00:00,  2.00it/s]\nEpoch 0: |          | 3487/? [29:07<00:00,  2.00it/s]\nEpoch 0: |          | 3487/? [29:07<00:00,  2.00it/s]\nEpoch 0: |          | 3488/? [29:07<00:00,  2.00it/s]\nEpoch 0: |          | 3488/? [29:07<00:00,  2.00it/s]\nEpoch 0: |          | 3489/? [29:08<00:00,  2.00it/s]\nEpoch 0: |          | 3489/? [29:08<00:00,  2.00it/s]\nEpoch 0: |          | 3490/? [29:08<00:00,  2.00it/s]\nEpoch 0: |          | 3490/? [29:08<00:00,  2.00it/s]\nEpoch 0: |          | 3491/? [29:08<00:00,  2.00it/s]\nEpoch 0: |          | 3491/? [29:08<00:00,  2.00it/s]\nEpoch 0: |          | 3492/? [29:09<00:00,  2.00it/s]\nEpoch 0: |          | 3492/? [29:09<00:00,  2.00it/s]\nEpoch 0: |          | 3493/? [29:09<00:00,  2.00it/s]\nEpoch 0: |          | 3493/? [29:09<00:00,  2.00it/s]\nEpoch 0: |          | 3494/? [29:10<00:00,  2.00it/s]\nEpoch 0: |          | 3494/? [29:10<00:00,  2.00it/s]\nEpoch 0: |          | 3495/? [29:10<00:00,  2.00it/s]\nEpoch 0: |          | 3495/? [29:10<00:00,  2.00it/s]\nEpoch 0: |          | 3496/? [29:11<00:00,  2.00it/s]\nEpoch 0: |          | 3496/? [29:11<00:00,  2.00it/s]\nEpoch 0: |          | 3497/? [29:11<00:00,  2.00it/s]\nEpoch 0: |          | 3497/? [29:11<00:00,  2.00it/s]\nEpoch 0: |          | 3498/? [29:11<00:00,  2.00it/s]\nEpoch 0: |          | 3498/? [29:11<00:00,  2.00it/s]\nEpoch 0: |          | 3499/? [29:12<00:00,  2.00it/s]\nEpoch 0: |          | 3499/? [29:12<00:00,  2.00it/s]\nEpoch 0: |          | 3500/? [29:12<00:00,  2.00it/s]\nEpoch 0: |          | 3500/? [29:12<00:00,  2.00it/s]\nEpoch 0: |          | 3501/? [29:13<00:00,  2.00it/s]\nEpoch 0: |          | 3501/? [29:13<00:00,  2.00it/s]\nEpoch 0: |          | 3502/? [29:13<00:00,  2.00it/s]\nEpoch 0: |          | 3502/? [29:13<00:00,  2.00it/s]\nEpoch 0: |          | 3503/? [29:14<00:00,  2.00it/s]\nEpoch 0: |          | 3503/? [29:14<00:00,  2.00it/s]\nEpoch 0: |          | 3504/? [29:14<00:00,  2.00it/s]\nEpoch 0: |          | 3504/? [29:14<00:00,  2.00it/s]\nEpoch 0: |          | 3505/? [29:14<00:00,  2.00it/s]\nEpoch 0: |          | 3505/? [29:14<00:00,  2.00it/s]\nEpoch 0: |          | 3506/? [29:15<00:00,  2.00it/s]\nEpoch 0: |          | 3506/? [29:15<00:00,  2.00it/s]\nEpoch 0: |          | 3507/? [29:15<00:00,  2.00it/s]\nEpoch 0: |          | 3507/? [29:15<00:00,  2.00it/s]\nEpoch 0: |          | 3508/? [29:16<00:00,  2.00it/s]\nEpoch 0: |          | 3508/? [29:16<00:00,  2.00it/s]\nEpoch 0: |          | 3509/? [29:16<00:00,  2.00it/s]\nEpoch 0: |          | 3509/? [29:16<00:00,  2.00it/s]\nEpoch 0: |          | 3510/? [29:17<00:00,  2.00it/s]\nEpoch 0: |          | 3510/? [29:17<00:00,  2.00it/s]\nEpoch 0: |          | 3511/? [29:17<00:00,  2.00it/s]\nEpoch 0: |          | 3511/? [29:17<00:00,  2.00it/s]\nEpoch 0: |          | 3512/? [29:17<00:00,  2.00it/s]\nEpoch 0: |          | 3512/? [29:17<00:00,  2.00it/s]\nEpoch 0: |          | 3513/? [29:18<00:00,  2.00it/s]\nEpoch 0: |          | 3513/? [29:18<00:00,  2.00it/s]\nEpoch 0: |          | 3514/? [29:18<00:00,  2.00it/s]\nEpoch 0: |          | 3514/? [29:18<00:00,  2.00it/s]\nEpoch 0: |          | 3515/? [29:19<00:00,  2.00it/s]\nEpoch 0: |          | 3515/? [29:19<00:00,  2.00it/s]\nEpoch 0: |          | 3516/? [29:19<00:00,  2.00it/s]\nEpoch 0: |          | 3516/? [29:19<00:00,  2.00it/s]\nEpoch 0: |          | 3517/? [29:19<00:00,  2.00it/s]\nEpoch 0: |          | 3517/? [29:19<00:00,  2.00it/s]\nEpoch 0: |          | 3518/? [29:20<00:00,  2.00it/s]\nEpoch 0: |          | 3518/? [29:20<00:00,  2.00it/s]\nEpoch 0: |          | 3519/? [29:20<00:00,  2.00it/s]\nEpoch 0: |          | 3519/? [29:20<00:00,  2.00it/s]\nEpoch 0: |          | 3520/? [29:21<00:00,  2.00it/s]\nEpoch 0: |          | 3520/? [29:21<00:00,  2.00it/s]\nEpoch 0: |          | 3521/? [29:21<00:00,  2.00it/s]\nEpoch 0: |          | 3521/? [29:21<00:00,  2.00it/s]\nEpoch 0: |          | 3522/? [29:22<00:00,  2.00it/s]\nEpoch 0: |          | 3522/? [29:22<00:00,  2.00it/s]\nEpoch 0: |          | 3523/? [29:22<00:00,  2.00it/s]\nEpoch 0: |          | 3523/? [29:22<00:00,  2.00it/s]\nEpoch 0: |          | 3524/? [29:22<00:00,  2.00it/s]\nEpoch 0: |          | 3524/? [29:22<00:00,  2.00it/s]\nEpoch 0: |          | 3525/? [29:23<00:00,  2.00it/s]\nEpoch 0: |          | 3525/? [29:23<00:00,  2.00it/s]\nEpoch 0: |          | 3526/? [29:23<00:00,  2.00it/s]\nEpoch 0: |          | 3526/? [29:23<00:00,  2.00it/s]\nEpoch 0: |          | 3527/? [29:24<00:00,  2.00it/s]\nEpoch 0: |          | 3527/? [29:24<00:00,  2.00it/s]\nEpoch 0: |          | 3528/? [29:24<00:00,  2.00it/s]\nEpoch 0: |          | 3528/? [29:24<00:00,  2.00it/s]\nEpoch 0: |          | 3529/? [29:25<00:00,  2.00it/s]\nEpoch 0: |          | 3529/? [29:25<00:00,  2.00it/s]\nEpoch 0: |          | 3530/? [29:25<00:00,  2.00it/s]\nEpoch 0: |          | 3530/? [29:25<00:00,  2.00it/s]\nEpoch 0: |          | 3531/? [29:25<00:00,  2.00it/s]\nEpoch 0: |          | 3531/? [29:25<00:00,  2.00it/s]\nEpoch 0: |          | 3532/? [29:26<00:00,  2.00it/s]\nEpoch 0: |          | 3532/? [29:26<00:00,  2.00it/s]\nEpoch 0: |          | 3533/? [29:26<00:00,  2.00it/s]\nEpoch 0: |          | 3533/? [29:26<00:00,  2.00it/s]\nEpoch 0: |          | 3534/? [29:27<00:00,  2.00it/s]\nEpoch 0: |          | 3534/? [29:27<00:00,  2.00it/s]\nEpoch 0: |          | 3535/? [29:27<00:00,  2.00it/s]\nEpoch 0: |          | 3535/? [29:27<00:00,  2.00it/s]\nEpoch 0: |          | 3536/? [29:28<00:00,  2.00it/s]\nEpoch 0: |          | 3536/? [29:28<00:00,  2.00it/s]\nEpoch 0: |          | 3537/? [29:28<00:00,  2.00it/s]\nEpoch 0: |          | 3537/? [29:28<00:00,  2.00it/s]\nEpoch 0: |          | 3538/? [29:28<00:00,  2.00it/s]\nEpoch 0: |          | 3538/? [29:28<00:00,  2.00it/s]\nEpoch 0: |          | 3539/? [29:29<00:00,  2.00it/s]\nEpoch 0: |          | 3539/? [29:29<00:00,  2.00it/s]\nEpoch 0: |          | 3540/? [29:29<00:00,  2.00it/s]\nEpoch 0: |          | 3540/? [29:29<00:00,  2.00it/s]\nEpoch 0: |          | 3541/? [29:30<00:00,  2.00it/s]\nEpoch 0: |          | 3541/? [29:30<00:00,  2.00it/s]\nEpoch 0: |          | 3542/? [29:30<00:00,  2.00it/s]\nEpoch 0: |          | 3542/? [29:30<00:00,  2.00it/s]\nEpoch 0: |          | 3543/? [29:31<00:00,  2.00it/s]\nEpoch 0: |          | 3543/? [29:31<00:00,  2.00it/s]\nEpoch 0: |          | 3544/? [29:31<00:00,  2.00it/s]\nEpoch 0: |          | 3544/? [29:31<00:00,  2.00it/s]\nEpoch 0: |          | 3545/? [29:31<00:00,  2.00it/s]\nEpoch 0: |          | 3545/? [29:31<00:00,  2.00it/s]\nEpoch 0: |          | 3546/? [29:32<00:00,  2.00it/s]\nEpoch 0: |          | 3546/? [29:32<00:00,  2.00it/s]\nEpoch 0: |          | 3547/? [29:32<00:00,  2.00it/s]\nEpoch 0: |          | 3547/? [29:32<00:00,  2.00it/s]\nEpoch 0: |          | 3548/? [29:33<00:00,  2.00it/s]\nEpoch 0: |          | 3548/? [29:33<00:00,  2.00it/s]\nEpoch 0: |          | 3549/? [29:33<00:00,  2.00it/s]\nEpoch 0: |          | 3549/? [29:33<00:00,  2.00it/s]\nEpoch 0: |          | 3550/? [29:34<00:00,  2.00it/s]\nEpoch 0: |          | 3550/? [29:34<00:00,  2.00it/s]\nEpoch 0: |          | 3551/? [29:34<00:00,  2.00it/s]\nEpoch 0: |          | 3551/? [29:34<00:00,  2.00it/s]\nEpoch 0: |          | 3552/? [29:34<00:00,  2.00it/s]\nEpoch 0: |          | 3552/? [29:34<00:00,  2.00it/s]\nEpoch 0: |          | 3553/? [29:35<00:00,  2.00it/s]\nEpoch 0: |          | 3553/? [29:35<00:00,  2.00it/s]\nEpoch 0: |          | 3554/? [29:35<00:00,  2.00it/s]\nEpoch 0: |          | 3554/? [29:35<00:00,  2.00it/s]\nEpoch 0: |          | 3555/? [29:36<00:00,  2.00it/s]\nEpoch 0: |          | 3555/? [29:36<00:00,  2.00it/s]\nEpoch 0: |          | 3556/? [29:36<00:00,  2.00it/s]\nEpoch 0: |          | 3556/? [29:36<00:00,  2.00it/s]\nEpoch 0: |          | 3557/? [29:37<00:00,  2.00it/s]\nEpoch 0: |          | 3557/? [29:37<00:00,  2.00it/s]\nEpoch 0: |          | 3558/? [29:37<00:00,  2.00it/s]\nEpoch 0: |          | 3558/? [29:37<00:00,  2.00it/s]\nEpoch 0: |          | 3559/? [29:37<00:00,  2.00it/s]\nEpoch 0: |          | 3559/? [29:37<00:00,  2.00it/s]\nEpoch 0: |          | 3560/? [29:38<00:00,  2.00it/s]\nEpoch 0: |          | 3560/? [29:38<00:00,  2.00it/s]\nEpoch 0: |          | 3561/? [29:38<00:00,  2.00it/s]\nEpoch 0: |          | 3561/? [29:38<00:00,  2.00it/s]\nEpoch 0: |          | 3562/? [29:39<00:00,  2.00it/s]\nEpoch 0: |          | 3562/? [29:39<00:00,  2.00it/s]\nEpoch 0: |          | 3563/? [29:39<00:00,  2.00it/s]\nEpoch 0: |          | 3563/? [29:39<00:00,  2.00it/s]\nEpoch 0: |          | 3564/? [29:40<00:00,  2.00it/s]\nEpoch 0: |          | 3564/? [29:40<00:00,  2.00it/s]\nEpoch 0: |          | 3565/? [29:40<00:00,  2.00it/s]\nEpoch 0: |          | 3565/? [29:40<00:00,  2.00it/s]\nEpoch 0: |          | 3566/? [29:41<00:00,  2.00it/s]\nEpoch 0: |          | 3566/? [29:41<00:00,  2.00it/s]\nEpoch 0: |          | 3567/? [29:41<00:00,  2.00it/s]\nEpoch 0: |          | 3567/? [29:41<00:00,  2.00it/s]\nEpoch 0: |          | 3568/? [29:41<00:00,  2.00it/s]\nEpoch 0: |          | 3568/? [29:41<00:00,  2.00it/s]\nEpoch 0: |          | 3569/? [29:42<00:00,  2.00it/s]\nEpoch 0: |          | 3569/? [29:42<00:00,  2.00it/s]\nEpoch 0: |          | 3570/? [29:42<00:00,  2.00it/s]\nEpoch 0: |          | 3570/? [29:42<00:00,  2.00it/s]\nEpoch 0: |          | 3571/? [29:43<00:00,  2.00it/s]\nEpoch 0: |          | 3571/? [29:43<00:00,  2.00it/s]\nEpoch 0: |          | 3572/? [29:43<00:00,  2.00it/s]\nEpoch 0: |          | 3572/? [29:43<00:00,  2.00it/s]\nEpoch 0: |          | 3573/? [29:44<00:00,  2.00it/s]\nEpoch 0: |          | 3573/? [29:44<00:00,  2.00it/s]\nEpoch 0: |          | 3574/? [29:44<00:00,  2.00it/s]\nEpoch 0: |          | 3574/? [29:44<00:00,  2.00it/s]\nEpoch 0: |          | 3575/? [29:44<00:00,  2.00it/s]\nEpoch 0: |          | 3575/? [29:44<00:00,  2.00it/s]\nEpoch 0: |          | 3576/? [29:45<00:00,  2.00it/s]\nEpoch 0: |          | 3576/? [29:45<00:00,  2.00it/s]\nEpoch 0: |          | 3577/? [29:45<00:00,  2.00it/s]\nEpoch 0: |          | 3577/? [29:45<00:00,  2.00it/s]\nEpoch 0: |          | 3578/? [29:46<00:00,  2.00it/s]\nEpoch 0: |          | 3578/? [29:46<00:00,  2.00it/s]\nEpoch 0: |          | 3579/? [29:46<00:00,  2.00it/s]\nEpoch 0: |          | 3579/? [29:46<00:00,  2.00it/s]\nEpoch 0: |          | 3580/? [29:47<00:00,  2.00it/s]\nEpoch 0: |          | 3580/? [29:47<00:00,  2.00it/s]\nEpoch 0: |          | 3581/? [29:47<00:00,  2.00it/s]\nEpoch 0: |          | 3581/? [29:47<00:00,  2.00it/s]\nEpoch 0: |          | 3582/? [29:47<00:00,  2.00it/s]\nEpoch 0: |          | 3582/? [29:47<00:00,  2.00it/s]\nEpoch 0: |          | 3583/? [29:48<00:00,  2.00it/s]\nEpoch 0: |          | 3583/? [29:48<00:00,  2.00it/s]\nEpoch 0: |          | 3584/? [29:48<00:00,  2.00it/s]\nEpoch 0: |          | 3584/? [29:48<00:00,  2.00it/s]\nEpoch 0: |          | 3585/? [29:49<00:00,  2.00it/s]\nEpoch 0: |          | 3585/? [29:49<00:00,  2.00it/s]\nEpoch 0: |          | 3586/? [29:49<00:00,  2.00it/s]\nEpoch 0: |          | 3586/? [29:49<00:00,  2.00it/s]\nEpoch 0: |          | 3587/? [29:50<00:00,  2.00it/s]\nEpoch 0: |          | 3587/? [29:50<00:00,  2.00it/s]\nEpoch 0: |          | 3588/? [29:50<00:00,  2.00it/s]\nEpoch 0: |          | 3588/? [29:50<00:00,  2.00it/s]\nEpoch 0: |          | 3589/? [29:50<00:00,  2.00it/s]\nEpoch 0: |          | 3589/? [29:50<00:00,  2.00it/s]\nEpoch 0: |          | 3590/? [29:51<00:00,  2.00it/s]\nEpoch 0: |          | 3590/? [29:51<00:00,  2.00it/s]\nEpoch 0: |          | 3591/? [29:51<00:00,  2.00it/s]\nEpoch 0: |          | 3591/? [29:51<00:00,  2.00it/s]\nEpoch 0: |          | 3592/? [29:52<00:00,  2.00it/s]\nEpoch 0: |          | 3592/? [29:52<00:00,  2.00it/s]\nEpoch 0: |          | 3593/? [29:52<00:00,  2.00it/s]\nEpoch 0: |          | 3593/? [29:52<00:00,  2.00it/s]\nEpoch 0: |          | 3594/? [29:52<00:00,  2.00it/s]\nEpoch 0: |          | 3594/? [29:52<00:00,  2.00it/s]\nEpoch 0: |          | 3595/? [29:53<00:00,  2.00it/s]\nEpoch 0: |          | 3595/? [29:53<00:00,  2.00it/s]\nEpoch 0: |          | 3596/? [29:53<00:00,  2.00it/s]\nEpoch 0: |          | 3596/? [29:53<00:00,  2.00it/s]\nEpoch 0: |          | 3597/? [29:54<00:00,  2.00it/s]\nEpoch 0: |          | 3597/? [29:54<00:00,  2.00it/s]\nEpoch 0: |          | 3598/? [29:54<00:00,  2.00it/s]\nEpoch 0: |          | 3598/? [29:54<00:00,  2.00it/s]\nEpoch 0: |          | 3599/? [29:55<00:00,  2.00it/s]\nEpoch 0: |          | 3599/? [29:55<00:00,  2.00it/s]\nEpoch 0: |          | 3600/? [29:55<00:00,  2.01it/s]\nEpoch 0: |          | 3600/? [29:55<00:00,  2.01it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  5.00it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  4.49it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  4.48it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  4.36it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 3600/? [29:56<00:00,  2.00it/s]\nEpoch 0: |          | 3601/? [29:56<00:00,  2.00it/s]\nEpoch 0: |          | 3601/? [29:56<00:00,  2.00it/s]\nEpoch 0: |          | 3602/? [29:57<00:00,  2.00it/s]\nEpoch 0: |          | 3602/? [29:57<00:00,  2.00it/s]\nEpoch 0: |          | 3603/? [29:57<00:00,  2.00it/s]\nEpoch 0: |          | 3603/? [29:57<00:00,  2.00it/s]\nEpoch 0: |          | 3604/? [29:58<00:00,  2.00it/s]\nEpoch 0: |          | 3604/? [29:58<00:00,  2.00it/s]\nEpoch 0: |          | 3605/? [29:58<00:00,  2.00it/s]\nEpoch 0: |          | 3605/? [29:58<00:00,  2.00it/s]\nEpoch 0: |          | 3606/? [29:58<00:00,  2.00it/s]\nEpoch 0: |          | 3606/? [29:58<00:00,  2.00it/s]\nEpoch 0: |          | 3607/? [29:59<00:00,  2.00it/s]\nEpoch 0: |          | 3607/? [29:59<00:00,  2.00it/s]\nEpoch 0: |          | 3608/? [29:59<00:00,  2.00it/s]\nEpoch 0: |          | 3608/? [29:59<00:00,  2.00it/s]\nEpoch 0: |          | 3609/? [30:00<00:00,  2.00it/s]\nEpoch 0: |          | 3609/? [30:00<00:00,  2.00it/s]\nEpoch 0: |          | 3610/? [30:00<00:00,  2.00it/s]\nEpoch 0: |          | 3610/? [30:00<00:00,  2.00it/s]\nEpoch 0: |          | 3611/? [30:01<00:00,  2.00it/s]\nEpoch 0: |          | 3611/? [30:01<00:00,  2.00it/s]\nEpoch 0: |          | 3612/? [30:01<00:00,  2.01it/s]\nEpoch 0: |          | 3612/? [30:01<00:00,  2.01it/s]\nEpoch 0: |          | 3613/? [30:01<00:00,  2.01it/s]\nEpoch 0: |          | 3613/? [30:01<00:00,  2.01it/s]\nEpoch 0: |          | 3614/? [30:02<00:00,  2.01it/s]\nEpoch 0: |          | 3614/? [30:02<00:00,  2.01it/s]\nEpoch 0: |          | 3615/? [30:02<00:00,  2.01it/s]\nEpoch 0: |          | 3615/? [30:02<00:00,  2.01it/s]\nEpoch 0: |          | 3616/? [30:03<00:00,  2.01it/s]\nEpoch 0: |          | 3616/? [30:03<00:00,  2.01it/s]\nEpoch 0: |          | 3617/? [30:03<00:00,  2.01it/s]\nEpoch 0: |          | 3617/? [30:03<00:00,  2.01it/s]\nEpoch 0: |          | 3618/? [30:04<00:00,  2.01it/s]\nEpoch 0: |          | 3618/? [30:04<00:00,  2.01it/s]\nEpoch 0: |          | 3619/? [30:04<00:00,  2.01it/s]\nEpoch 0: |          | 3619/? [30:04<00:00,  2.01it/s]\nEpoch 0: |          | 3620/? [30:04<00:00,  2.01it/s]\nEpoch 0: |          | 3620/? [30:04<00:00,  2.01it/s]\nEpoch 0: |          | 3621/? [30:05<00:00,  2.01it/s]\nEpoch 0: |          | 3621/? [30:05<00:00,  2.01it/s]\nEpoch 0: |          | 3622/? [30:05<00:00,  2.01it/s]\nEpoch 0: |          | 3622/? [30:05<00:00,  2.01it/s]\nEpoch 0: |          | 3623/? [30:06<00:00,  2.01it/s]\nEpoch 0: |          | 3623/? [30:06<00:00,  2.01it/s]\nEpoch 0: |          | 3624/? [30:06<00:00,  2.01it/s]\nEpoch 0: |          | 3624/? [30:06<00:00,  2.01it/s]\nEpoch 0: |          | 3625/? [30:07<00:00,  2.01it/s]\nEpoch 0: |          | 3625/? [30:07<00:00,  2.01it/s]\nEpoch 0: |          | 3626/? [30:07<00:00,  2.01it/s]\nEpoch 0: |          | 3626/? [30:07<00:00,  2.01it/s]\nEpoch 0: |          | 3627/? [30:07<00:00,  2.01it/s]\nEpoch 0: |          | 3627/? [30:07<00:00,  2.01it/s]\nEpoch 0: |          | 3628/? [30:08<00:00,  2.01it/s]\nEpoch 0: |          | 3628/? [30:08<00:00,  2.01it/s]\nEpoch 0: |          | 3629/? [30:08<00:00,  2.01it/s]\nEpoch 0: |          | 3629/? [30:08<00:00,  2.01it/s]\nEpoch 0: |          | 3630/? [30:09<00:00,  2.01it/s]\nEpoch 0: |          | 3630/? [30:09<00:00,  2.01it/s]\nEpoch 0: |          | 3631/? [30:09<00:00,  2.01it/s]\nEpoch 0: |          | 3631/? [30:09<00:00,  2.01it/s]\nEpoch 0: |          | 3632/? [30:10<00:00,  2.01it/s]\nEpoch 0: |          | 3632/? [30:10<00:00,  2.01it/s]\nEpoch 0: |          | 3633/? [30:10<00:00,  2.01it/s]\nEpoch 0: |          | 3633/? [30:10<00:00,  2.01it/s]\nEpoch 0: |          | 3634/? [30:10<00:00,  2.01it/s]\nEpoch 0: |          | 3634/? [30:10<00:00,  2.01it/s]\nEpoch 0: |          | 3635/? [30:11<00:00,  2.01it/s]\nEpoch 0: |          | 3635/? [30:11<00:00,  2.01it/s]\nEpoch 0: |          | 3636/? [30:11<00:00,  2.01it/s]\nEpoch 0: |          | 3636/? [30:11<00:00,  2.01it/s]\nEpoch 0: |          | 3637/? [30:12<00:00,  2.01it/s]\nEpoch 0: |          | 3637/? [30:12<00:00,  2.01it/s]\nEpoch 0: |          | 3638/? [30:12<00:00,  2.01it/s]\nEpoch 0: |          | 3638/? [30:12<00:00,  2.01it/s]\nEpoch 0: |          | 3639/? [30:13<00:00,  2.01it/s]\nEpoch 0: |          | 3639/? [30:13<00:00,  2.01it/s]\nEpoch 0: |          | 3640/? [30:13<00:00,  2.01it/s]\nEpoch 0: |          | 3640/? [30:13<00:00,  2.01it/s]\nEpoch 0: |          | 3641/? [30:13<00:00,  2.01it/s]\nEpoch 0: |          | 3641/? [30:13<00:00,  2.01it/s]\nEpoch 0: |          | 3642/? [30:14<00:00,  2.01it/s]\nEpoch 0: |          | 3642/? [30:14<00:00,  2.01it/s]\nEpoch 0: |          | 3643/? [30:14<00:00,  2.01it/s]\nEpoch 0: |          | 3643/? [30:14<00:00,  2.01it/s]\nEpoch 0: |          | 3644/? [30:15<00:00,  2.01it/s]\nEpoch 0: |          | 3644/? [30:15<00:00,  2.01it/s]\nEpoch 0: |          | 3645/? [30:15<00:00,  2.01it/s]\nEpoch 0: |          | 3645/? [30:15<00:00,  2.01it/s]\nEpoch 0: |          | 3646/? [30:15<00:00,  2.01it/s]\nEpoch 0: |          | 3646/? [30:15<00:00,  2.01it/s]\nEpoch 0: |          | 3647/? [30:16<00:00,  2.01it/s]\nEpoch 0: |          | 3647/? [30:16<00:00,  2.01it/s]\nEpoch 0: |          | 3648/? [30:16<00:00,  2.01it/s]\nEpoch 0: |          | 3648/? [30:16<00:00,  2.01it/s]\nEpoch 0: |          | 3649/? [30:17<00:00,  2.01it/s]\nEpoch 0: |          | 3649/? [30:17<00:00,  2.01it/s]\nEpoch 0: |          | 3650/? [30:17<00:00,  2.01it/s]\nEpoch 0: |          | 3650/? [30:17<00:00,  2.01it/s]\nEpoch 0: |          | 3651/? [30:18<00:00,  2.01it/s]\nEpoch 0: |          | 3651/? [30:18<00:00,  2.01it/s]\nEpoch 0: |          | 3652/? [30:18<00:00,  2.01it/s]\nEpoch 0: |          | 3652/? [30:18<00:00,  2.01it/s]\nEpoch 0: |          | 3653/? [30:18<00:00,  2.01it/s]\nEpoch 0: |          | 3653/? [30:18<00:00,  2.01it/s]\nEpoch 0: |          | 3654/? [30:19<00:00,  2.01it/s]\nEpoch 0: |          | 3654/? [30:19<00:00,  2.01it/s]\nEpoch 0: |          | 3655/? [30:19<00:00,  2.01it/s]\nEpoch 0: |          | 3655/? [30:19<00:00,  2.01it/s]\nEpoch 0: |          | 3656/? [30:20<00:00,  2.01it/s]\nEpoch 0: |          | 3656/? [30:20<00:00,  2.01it/s]\nEpoch 0: |          | 3657/? [30:20<00:00,  2.01it/s]\nEpoch 0: |          | 3657/? [30:20<00:00,  2.01it/s]\nEpoch 0: |          | 3658/? [30:21<00:00,  2.01it/s]\nEpoch 0: |          | 3658/? [30:21<00:00,  2.01it/s]\nEpoch 0: |          | 3659/? [30:21<00:00,  2.01it/s]\nEpoch 0: |          | 3659/? [30:21<00:00,  2.01it/s]\nEpoch 0: |          | 3660/? [30:21<00:00,  2.01it/s]\nEpoch 0: |          | 3660/? [30:21<00:00,  2.01it/s]\nEpoch 0: |          | 3661/? [30:22<00:00,  2.01it/s]\nEpoch 0: |          | 3661/? [30:22<00:00,  2.01it/s]\nEpoch 0: |          | 3662/? [30:22<00:00,  2.01it/s]\nEpoch 0: |          | 3662/? [30:22<00:00,  2.01it/s]\nEpoch 0: |          | 3663/? [30:23<00:00,  2.01it/s]\nEpoch 0: |          | 3663/? [30:23<00:00,  2.01it/s]\nEpoch 0: |          | 3664/? [30:23<00:00,  2.01it/s]\nEpoch 0: |          | 3664/? [30:23<00:00,  2.01it/s]\nEpoch 0: |          | 3665/? [30:24<00:00,  2.01it/s]\nEpoch 0: |          | 3665/? [30:24<00:00,  2.01it/s]\nEpoch 0: |          | 3666/? [30:24<00:00,  2.01it/s]\nEpoch 0: |          | 3666/? [30:24<00:00,  2.01it/s]\nEpoch 0: |          | 3667/? [30:24<00:00,  2.01it/s]\nEpoch 0: |          | 3667/? [30:24<00:00,  2.01it/s]\nEpoch 0: |          | 3668/? [30:25<00:00,  2.01it/s]\nEpoch 0: |          | 3668/? [30:25<00:00,  2.01it/s]\nEpoch 0: |          | 3669/? [30:25<00:00,  2.01it/s]\nEpoch 0: |          | 3669/? [30:25<00:00,  2.01it/s]\nEpoch 0: |          | 3670/? [30:26<00:00,  2.01it/s]\nEpoch 0: |          | 3670/? [30:26<00:00,  2.01it/s]\nEpoch 0: |          | 3671/? [30:26<00:00,  2.01it/s]\nEpoch 0: |          | 3671/? [30:26<00:00,  2.01it/s]\nEpoch 0: |          | 3672/? [30:26<00:00,  2.01it/s]\nEpoch 0: |          | 3672/? [30:26<00:00,  2.01it/s]\nEpoch 0: |          | 3673/? [30:27<00:00,  2.01it/s]\nEpoch 0: |          | 3673/? [30:27<00:00,  2.01it/s]\nEpoch 0: |          | 3674/? [30:27<00:00,  2.01it/s]\nEpoch 0: |          | 3674/? [30:27<00:00,  2.01it/s]\nEpoch 0: |          | 3675/? [30:28<00:00,  2.01it/s]\nEpoch 0: |          | 3675/? [30:28<00:00,  2.01it/s]\nEpoch 0: |          | 3676/? [30:28<00:00,  2.01it/s]\nEpoch 0: |          | 3676/? [30:28<00:00,  2.01it/s]\nEpoch 0: |          | 3677/? [30:29<00:00,  2.01it/s]\nEpoch 0: |          | 3677/? [30:29<00:00,  2.01it/s]\nEpoch 0: |          | 3678/? [30:29<00:00,  2.01it/s]\nEpoch 0: |          | 3678/? [30:29<00:00,  2.01it/s]\nEpoch 0: |          | 3679/? [30:29<00:00,  2.01it/s]\nEpoch 0: |          | 3679/? [30:29<00:00,  2.01it/s]\nEpoch 0: |          | 3680/? [30:30<00:00,  2.01it/s]\nEpoch 0: |          | 3680/? [30:30<00:00,  2.01it/s]\nEpoch 0: |          | 3681/? [30:30<00:00,  2.01it/s]\nEpoch 0: |          | 3681/? [30:30<00:00,  2.01it/s]\nEpoch 0: |          | 3682/? [30:31<00:00,  2.01it/s]\nEpoch 0: |          | 3682/? [30:31<00:00,  2.01it/s]\nEpoch 0: |          | 3683/? [30:31<00:00,  2.01it/s]\nEpoch 0: |          | 3683/? [30:31<00:00,  2.01it/s]\nEpoch 0: |          | 3684/? [30:32<00:00,  2.01it/s]\nEpoch 0: |          | 3684/? [30:32<00:00,  2.01it/s]\nEpoch 0: |          | 3685/? [30:32<00:00,  2.01it/s]\nEpoch 0: |          | 3685/? [30:32<00:00,  2.01it/s]\nEpoch 0: |          | 3686/? [30:32<00:00,  2.01it/s]\nEpoch 0: |          | 3686/? [30:32<00:00,  2.01it/s]\nEpoch 0: |          | 3687/? [30:33<00:00,  2.01it/s]\nEpoch 0: |          | 3687/? [30:33<00:00,  2.01it/s]\nEpoch 0: |          | 3688/? [30:33<00:00,  2.01it/s]\nEpoch 0: |          | 3688/? [30:33<00:00,  2.01it/s]\nEpoch 0: |          | 3689/? [30:34<00:00,  2.01it/s]\nEpoch 0: |          | 3689/? [30:34<00:00,  2.01it/s]\nEpoch 0: |          | 3690/? [30:34<00:00,  2.01it/s]\nEpoch 0: |          | 3690/? [30:34<00:00,  2.01it/s]\nEpoch 0: |          | 3691/? [30:34<00:00,  2.01it/s]\nEpoch 0: |          | 3691/? [30:34<00:00,  2.01it/s]\nEpoch 0: |          | 3692/? [30:35<00:00,  2.01it/s]\nEpoch 0: |          | 3692/? [30:35<00:00,  2.01it/s]\nEpoch 0: |          | 3693/? [30:35<00:00,  2.01it/s]\nEpoch 0: |          | 3693/? [30:35<00:00,  2.01it/s]\nEpoch 0: |          | 3694/? [30:36<00:00,  2.01it/s]\nEpoch 0: |          | 3694/? [30:36<00:00,  2.01it/s]\nEpoch 0: |          | 3695/? [30:36<00:00,  2.01it/s]\nEpoch 0: |          | 3695/? [30:36<00:00,  2.01it/s]\nEpoch 0: |          | 3696/? [30:37<00:00,  2.01it/s]\nEpoch 0: |          | 3696/? [30:37<00:00,  2.01it/s]\nEpoch 0: |          | 3697/? [30:37<00:00,  2.01it/s]\nEpoch 0: |          | 3697/? [30:37<00:00,  2.01it/s]\nEpoch 0: |          | 3698/? [30:37<00:00,  2.01it/s]\nEpoch 0: |          | 3698/? [30:37<00:00,  2.01it/s]\nEpoch 0: |          | 3699/? [30:38<00:00,  2.01it/s]\nEpoch 0: |          | 3699/? [30:38<00:00,  2.01it/s]\nEpoch 0: |          | 3700/? [30:38<00:00,  2.01it/s]\nEpoch 0: |          | 3700/? [30:38<00:00,  2.01it/s]\nEpoch 0: |          | 3701/? [30:39<00:00,  2.01it/s]\nEpoch 0: |          | 3701/? [30:39<00:00,  2.01it/s]\nEpoch 0: |          | 3702/? [30:39<00:00,  2.01it/s]\nEpoch 0: |          | 3702/? [30:39<00:00,  2.01it/s]\nEpoch 0: |          | 3703/? [30:40<00:00,  2.01it/s]\nEpoch 0: |          | 3703/? [30:40<00:00,  2.01it/s]\nEpoch 0: |          | 3704/? [30:40<00:00,  2.01it/s]\nEpoch 0: |          | 3704/? [30:40<00:00,  2.01it/s]\nEpoch 0: |          | 3705/? [30:40<00:00,  2.01it/s]\nEpoch 0: |          | 3705/? [30:40<00:00,  2.01it/s]\nEpoch 0: |          | 3706/? [30:41<00:00,  2.01it/s]\nEpoch 0: |          | 3706/? [30:41<00:00,  2.01it/s]\nEpoch 0: |          | 3707/? [30:41<00:00,  2.01it/s]\nEpoch 0: |          | 3707/? [30:41<00:00,  2.01it/s]\nEpoch 0: |          | 3708/? [30:42<00:00,  2.01it/s]\nEpoch 0: |          | 3708/? [30:42<00:00,  2.01it/s]\nEpoch 0: |          | 3709/? [30:42<00:00,  2.01it/s]\nEpoch 0: |          | 3709/? [30:42<00:00,  2.01it/s]\nEpoch 0: |          | 3710/? [30:42<00:00,  2.01it/s]\nEpoch 0: |          | 3710/? [30:42<00:00,  2.01it/s]\nEpoch 0: |          | 3711/? [30:43<00:00,  2.01it/s]\nEpoch 0: |          | 3711/? [30:43<00:00,  2.01it/s]\nEpoch 0: |          | 3712/? [30:43<00:00,  2.01it/s]\nEpoch 0: |          | 3712/? [30:43<00:00,  2.01it/s]\nEpoch 0: |          | 3713/? [30:44<00:00,  2.01it/s]\nEpoch 0: |          | 3713/? [30:44<00:00,  2.01it/s]\nEpoch 0: |          | 3714/? [30:44<00:00,  2.01it/s]\nEpoch 0: |          | 3714/? [30:44<00:00,  2.01it/s]\nEpoch 0: |          | 3715/? [30:45<00:00,  2.01it/s]\nEpoch 0: |          | 3715/? [30:45<00:00,  2.01it/s]\nEpoch 0: |          | 3716/? [30:45<00:00,  2.01it/s]\nEpoch 0: |          | 3716/? [30:45<00:00,  2.01it/s]\nEpoch 0: |          | 3717/? [30:45<00:00,  2.01it/s]\nEpoch 0: |          | 3717/? [30:45<00:00,  2.01it/s]\nEpoch 0: |          | 3718/? [30:46<00:00,  2.01it/s]\nEpoch 0: |          | 3718/? [30:46<00:00,  2.01it/s]\nEpoch 0: |          | 3719/? [30:46<00:00,  2.01it/s]\nEpoch 0: |          | 3719/? [30:46<00:00,  2.01it/s]\nEpoch 0: |          | 3720/? [30:47<00:00,  2.01it/s]\nEpoch 0: |          | 3720/? [30:47<00:00,  2.01it/s]\nEpoch 0: |          | 3721/? [30:47<00:00,  2.01it/s]\nEpoch 0: |          | 3721/? [30:47<00:00,  2.01it/s]\nEpoch 0: |          | 3722/? [30:48<00:00,  2.01it/s]\nEpoch 0: |          | 3722/? [30:48<00:00,  2.01it/s]\nEpoch 0: |          | 3723/? [30:48<00:00,  2.01it/s]\nEpoch 0: |          | 3723/? [30:48<00:00,  2.01it/s]\nEpoch 0: |          | 3724/? [30:48<00:00,  2.01it/s]\nEpoch 0: |          | 3724/? [30:48<00:00,  2.01it/s]\nEpoch 0: |          | 3725/? [30:49<00:00,  2.01it/s]\nEpoch 0: |          | 3725/? [30:49<00:00,  2.01it/s]\nEpoch 0: |          | 3726/? [30:49<00:00,  2.01it/s]\nEpoch 0: |          | 3726/? [30:49<00:00,  2.01it/s]\nEpoch 0: |          | 3727/? [30:50<00:00,  2.01it/s]\nEpoch 0: |          | 3727/? [30:50<00:00,  2.01it/s]\nEpoch 0: |          | 3728/? [30:50<00:00,  2.01it/s]\nEpoch 0: |          | 3728/? [30:50<00:00,  2.01it/s]\nEpoch 0: |          | 3729/? [30:51<00:00,  2.01it/s]\nEpoch 0: |          | 3729/? [30:51<00:00,  2.01it/s]\nEpoch 0: |          | 3730/? [30:51<00:00,  2.01it/s]\nEpoch 0: |          | 3730/? [30:51<00:00,  2.01it/s]\nEpoch 0: |          | 3731/? [30:51<00:00,  2.01it/s]\nEpoch 0: |          | 3731/? [30:51<00:00,  2.01it/s]\nEpoch 0: |          | 3732/? [30:52<00:00,  2.01it/s]\nEpoch 0: |          | 3732/? [30:52<00:00,  2.01it/s]\nEpoch 0: |          | 3733/? [30:52<00:00,  2.01it/s]\nEpoch 0: |          | 3733/? [30:52<00:00,  2.01it/s]\nEpoch 0: |          | 3734/? [30:53<00:00,  2.01it/s]\nEpoch 0: |          | 3734/? [30:53<00:00,  2.01it/s]\nEpoch 0: |          | 3735/? [30:53<00:00,  2.02it/s]\nEpoch 0: |          | 3735/? [30:53<00:00,  2.02it/s]\nEpoch 0: |          | 3736/? [30:53<00:00,  2.02it/s]\nEpoch 0: |          | 3736/? [30:53<00:00,  2.02it/s]\nEpoch 0: |          | 3737/? [30:54<00:00,  2.02it/s]\nEpoch 0: |          | 3737/? [30:54<00:00,  2.02it/s]\nEpoch 0: |          | 3738/? [30:54<00:00,  2.02it/s]\nEpoch 0: |          | 3738/? [30:54<00:00,  2.02it/s]\nEpoch 0: |          | 3739/? [30:55<00:00,  2.02it/s]\nEpoch 0: |          | 3739/? [30:55<00:00,  2.02it/s]\nEpoch 0: |          | 3740/? [30:55<00:00,  2.02it/s]\nEpoch 0: |          | 3740/? [30:55<00:00,  2.02it/s]\nEpoch 0: |          | 3741/? [30:56<00:00,  2.02it/s]\nEpoch 0: |          | 3741/? [30:56<00:00,  2.02it/s]\nEpoch 0: |          | 3742/? [30:56<00:00,  2.02it/s]\nEpoch 0: |          | 3742/? [30:56<00:00,  2.02it/s]\nEpoch 0: |          | 3743/? [30:56<00:00,  2.02it/s]\nEpoch 0: |          | 3743/? [30:56<00:00,  2.02it/s]\nEpoch 0: |          | 3744/? [30:57<00:00,  2.02it/s]\nEpoch 0: |          | 3744/? [30:57<00:00,  2.02it/s]\nEpoch 0: |          | 3745/? [30:57<00:00,  2.02it/s]\nEpoch 0: |          | 3745/? [30:57<00:00,  2.02it/s]\nEpoch 0: |          | 3746/? [30:58<00:00,  2.02it/s]\nEpoch 0: |          | 3746/? [30:58<00:00,  2.02it/s]\nEpoch 0: |          | 3747/? [30:58<00:00,  2.02it/s]\nEpoch 0: |          | 3747/? [30:58<00:00,  2.02it/s]\nEpoch 0: |          | 3748/? [30:59<00:00,  2.02it/s]\nEpoch 0: |          | 3748/? [30:59<00:00,  2.02it/s]\nEpoch 0: |          | 3749/? [30:59<00:00,  2.02it/s]\nEpoch 0: |          | 3749/? [30:59<00:00,  2.02it/s]\nEpoch 0: |          | 3750/? [31:00<00:00,  2.02it/s]\nEpoch 0: |          | 3750/? [31:00<00:00,  2.02it/s]\nEpoch 0: |          | 3751/? [31:00<00:00,  2.02it/s]\nEpoch 0: |          | 3751/? [31:00<00:00,  2.02it/s]\nEpoch 0: |          | 3752/? [31:00<00:00,  2.02it/s]\nEpoch 0: |          | 3752/? [31:00<00:00,  2.02it/s]\nEpoch 0: |          | 3753/? [31:01<00:00,  2.02it/s]\nEpoch 0: |          | 3753/? [31:01<00:00,  2.02it/s]\nEpoch 0: |          | 3754/? [31:01<00:00,  2.02it/s]\nEpoch 0: |          | 3754/? [31:01<00:00,  2.02it/s]\nEpoch 0: |          | 3755/? [31:02<00:00,  2.02it/s]\nEpoch 0: |          | 3755/? [31:02<00:00,  2.02it/s]\nEpoch 0: |          | 3756/? [31:02<00:00,  2.02it/s]\nEpoch 0: |          | 3756/? [31:02<00:00,  2.02it/s]\nEpoch 0: |          | 3757/? [31:02<00:00,  2.02it/s]\nEpoch 0: |          | 3757/? [31:02<00:00,  2.02it/s]\nEpoch 0: |          | 3758/? [31:03<00:00,  2.02it/s]\nEpoch 0: |          | 3758/? [31:03<00:00,  2.02it/s]\nEpoch 0: |          | 3759/? [31:03<00:00,  2.02it/s]\nEpoch 0: |          | 3759/? [31:03<00:00,  2.02it/s]\nEpoch 0: |          | 3760/? [31:04<00:00,  2.02it/s]\nEpoch 0: |          | 3760/? [31:04<00:00,  2.02it/s]\nEpoch 0: |          | 3761/? [31:04<00:00,  2.02it/s]\nEpoch 0: |          | 3761/? [31:04<00:00,  2.02it/s]\nEpoch 0: |          | 3762/? [31:05<00:00,  2.02it/s]\nEpoch 0: |          | 3762/? [31:05<00:00,  2.02it/s]\nEpoch 0: |          | 3763/? [31:05<00:00,  2.02it/s]\nEpoch 0: |          | 3763/? [31:05<00:00,  2.02it/s]\nEpoch 0: |          | 3764/? [31:05<00:00,  2.02it/s]\nEpoch 0: |          | 3764/? [31:05<00:00,  2.02it/s]\nEpoch 0: |          | 3765/? [31:06<00:00,  2.02it/s]\nEpoch 0: |          | 3765/? [31:06<00:00,  2.02it/s]\nEpoch 0: |          | 3766/? [31:06<00:00,  2.02it/s]\nEpoch 0: |          | 3766/? [31:06<00:00,  2.02it/s]\nEpoch 0: |          | 3767/? [31:07<00:00,  2.02it/s]\nEpoch 0: |          | 3767/? [31:07<00:00,  2.02it/s]\nEpoch 0: |          | 3768/? [31:07<00:00,  2.02it/s]\nEpoch 0: |          | 3768/? [31:07<00:00,  2.02it/s]\nEpoch 0: |          | 3769/? [31:08<00:00,  2.02it/s]\nEpoch 0: |          | 3769/? [31:08<00:00,  2.02it/s]\nEpoch 0: |          | 3770/? [31:08<00:00,  2.02it/s]\nEpoch 0: |          | 3770/? [31:08<00:00,  2.02it/s]\nEpoch 0: |          | 3771/? [31:08<00:00,  2.02it/s]\nEpoch 0: |          | 3771/? [31:08<00:00,  2.02it/s]\nEpoch 0: |          | 3772/? [31:09<00:00,  2.02it/s]\nEpoch 0: |          | 3772/? [31:09<00:00,  2.02it/s]\nEpoch 0: |          | 3773/? [31:09<00:00,  2.02it/s]\nEpoch 0: |          | 3773/? [31:09<00:00,  2.02it/s]\nEpoch 0: |          | 3774/? [31:10<00:00,  2.02it/s]\nEpoch 0: |          | 3774/? [31:10<00:00,  2.02it/s]\nEpoch 0: |          | 3775/? [31:10<00:00,  2.02it/s]\nEpoch 0: |          | 3775/? [31:10<00:00,  2.02it/s]\nEpoch 0: |          | 3776/? [31:10<00:00,  2.02it/s]\nEpoch 0: |          | 3776/? [31:10<00:00,  2.02it/s]\nEpoch 0: |          | 3777/? [31:11<00:00,  2.02it/s]\nEpoch 0: |          | 3777/? [31:11<00:00,  2.02it/s]\nEpoch 0: |          | 3778/? [31:11<00:00,  2.02it/s]\nEpoch 0: |          | 3778/? [31:11<00:00,  2.02it/s]\nEpoch 0: |          | 3779/? [31:12<00:00,  2.02it/s]\nEpoch 0: |          | 3779/? [31:12<00:00,  2.02it/s]\nEpoch 0: |          | 3780/? [31:12<00:00,  2.02it/s]\nEpoch 0: |          | 3780/? [31:12<00:00,  2.02it/s]\nEpoch 0: |          | 3781/? [31:13<00:00,  2.02it/s]\nEpoch 0: |          | 3781/? [31:13<00:00,  2.02it/s]\nEpoch 0: |          | 3782/? [31:13<00:00,  2.02it/s]\nEpoch 0: |          | 3782/? [31:13<00:00,  2.02it/s]\nEpoch 0: |          | 3783/? [31:13<00:00,  2.02it/s]\nEpoch 0: |          | 3783/? [31:13<00:00,  2.02it/s]\nEpoch 0: |          | 3784/? [31:14<00:00,  2.02it/s]\nEpoch 0: |          | 3784/? [31:14<00:00,  2.02it/s]\nEpoch 0: |          | 3785/? [31:14<00:00,  2.02it/s]\nEpoch 0: |          | 3785/? [31:14<00:00,  2.02it/s]\nEpoch 0: |          | 3786/? [31:15<00:00,  2.02it/s]\nEpoch 0: |          | 3786/? [31:15<00:00,  2.02it/s]\nEpoch 0: |          | 3787/? [31:15<00:00,  2.02it/s]\nEpoch 0: |          | 3787/? [31:15<00:00,  2.02it/s]\nEpoch 0: |          | 3788/? [31:16<00:00,  2.02it/s]\nEpoch 0: |          | 3788/? [31:16<00:00,  2.02it/s]\nEpoch 0: |          | 3789/? [31:16<00:00,  2.02it/s]\nEpoch 0: |          | 3789/? [31:16<00:00,  2.02it/s]\nEpoch 0: |          | 3790/? [31:17<00:00,  2.02it/s]\nEpoch 0: |          | 3790/? [31:17<00:00,  2.02it/s]\nEpoch 0: |          | 3791/? [31:17<00:00,  2.02it/s]\nEpoch 0: |          | 3791/? [31:17<00:00,  2.02it/s]\nEpoch 0: |          | 3792/? [31:18<00:00,  2.02it/s]\nEpoch 0: |          | 3792/? [31:18<00:00,  2.02it/s]\nEpoch 0: |          | 3793/? [31:18<00:00,  2.02it/s]\nEpoch 0: |          | 3793/? [31:18<00:00,  2.02it/s]\nEpoch 0: |          | 3794/? [31:18<00:00,  2.02it/s]\nEpoch 0: |          | 3794/? [31:18<00:00,  2.02it/s]\nEpoch 0: |          | 3795/? [31:19<00:00,  2.02it/s]\nEpoch 0: |          | 3795/? [31:19<00:00,  2.02it/s]\nEpoch 0: |          | 3796/? [31:19<00:00,  2.02it/s]\nEpoch 0: |          | 3796/? [31:19<00:00,  2.02it/s]\nEpoch 0: |          | 3797/? [31:20<00:00,  2.02it/s]\nEpoch 0: |          | 3797/? [31:20<00:00,  2.02it/s]\nEpoch 0: |          | 3798/? [31:20<00:00,  2.02it/s]\nEpoch 0: |          | 3798/? [31:20<00:00,  2.02it/s]\nEpoch 0: |          | 3799/? [31:21<00:00,  2.02it/s]\nEpoch 0: |          | 3799/? [31:21<00:00,  2.02it/s]\nEpoch 0: |          | 3800/? [31:21<00:00,  2.02it/s]\nEpoch 0: |          | 3800/? [31:21<00:00,  2.02it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  5.11it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  4.54it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  4.57it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  4.47it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 3800/? [31:22<00:00,  2.02it/s]\nEpoch 0: |          | 3801/? [31:22<00:00,  2.02it/s]\nEpoch 0: |          | 3801/? [31:22<00:00,  2.02it/s]\nEpoch 0: |          | 3802/? [31:23<00:00,  2.02it/s]\nEpoch 0: |          | 3802/? [31:23<00:00,  2.02it/s]\nEpoch 0: |          | 3803/? [31:23<00:00,  2.02it/s]\nEpoch 0: |          | 3803/? [31:23<00:00,  2.02it/s]\nEpoch 0: |          | 3804/? [31:24<00:00,  2.02it/s]\nEpoch 0: |          | 3804/? [31:24<00:00,  2.02it/s]\nEpoch 0: |          | 3805/? [31:24<00:00,  2.02it/s]\nEpoch 0: |          | 3805/? [31:24<00:00,  2.02it/s]\nEpoch 0: |          | 3806/? [31:24<00:00,  2.02it/s]\nEpoch 0: |          | 3806/? [31:24<00:00,  2.02it/s]\nEpoch 0: |          | 3807/? [31:25<00:00,  2.02it/s]\nEpoch 0: |          | 3807/? [31:25<00:00,  2.02it/s]\nEpoch 0: |          | 3808/? [31:25<00:00,  2.02it/s]\nEpoch 0: |          | 3808/? [31:25<00:00,  2.02it/s]\nEpoch 0: |          | 3809/? [31:26<00:00,  2.02it/s]\nEpoch 0: |          | 3809/? [31:26<00:00,  2.02it/s]\nEpoch 0: |          | 3810/? [31:26<00:00,  2.02it/s]\nEpoch 0: |          | 3810/? [31:26<00:00,  2.02it/s]\nEpoch 0: |          | 3811/? [31:26<00:00,  2.02it/s]\nEpoch 0: |          | 3811/? [31:26<00:00,  2.02it/s]\nEpoch 0: |          | 3812/? [31:27<00:00,  2.02it/s]\nEpoch 0: |          | 3812/? [31:27<00:00,  2.02it/s]\nEpoch 0: |          | 3813/? [31:27<00:00,  2.02it/s]\nEpoch 0: |          | 3813/? [31:27<00:00,  2.02it/s]\nEpoch 0: |          | 3814/? [31:28<00:00,  2.02it/s]\nEpoch 0: |          | 3814/? [31:28<00:00,  2.02it/s]\nEpoch 0: |          | 3815/? [31:28<00:00,  2.02it/s]\nEpoch 0: |          | 3815/? [31:28<00:00,  2.02it/s]\nEpoch 0: |          | 3816/? [31:29<00:00,  2.02it/s]\nEpoch 0: |          | 3816/? [31:29<00:00,  2.02it/s]\nEpoch 0: |          | 3817/? [31:29<00:00,  2.02it/s]\nEpoch 0: |          | 3817/? [31:29<00:00,  2.02it/s]\nEpoch 0: |          | 3818/? [31:29<00:00,  2.02it/s]\nEpoch 0: |          | 3818/? [31:29<00:00,  2.02it/s]\nEpoch 0: |          | 3819/? [31:30<00:00,  2.02it/s]\nEpoch 0: |          | 3819/? [31:30<00:00,  2.02it/s]\nEpoch 0: |          | 3820/? [31:30<00:00,  2.02it/s]\nEpoch 0: |          | 3820/? [31:30<00:00,  2.02it/s]\nEpoch 0: |          | 3821/? [31:31<00:00,  2.02it/s]\nEpoch 0: |          | 3821/? [31:31<00:00,  2.02it/s]\nEpoch 0: |          | 3822/? [31:31<00:00,  2.02it/s]\nEpoch 0: |          | 3822/? [31:31<00:00,  2.02it/s]\nEpoch 0: |          | 3823/? [31:31<00:00,  2.02it/s]\nEpoch 0: |          | 3823/? [31:31<00:00,  2.02it/s]\nEpoch 0: |          | 3824/? [31:32<00:00,  2.02it/s]\nEpoch 0: |          | 3824/? [31:32<00:00,  2.02it/s]\nEpoch 0: |          | 3825/? [31:32<00:00,  2.02it/s]\nEpoch 0: |          | 3825/? [31:32<00:00,  2.02it/s]\nEpoch 0: |          | 3826/? [31:33<00:00,  2.02it/s]\nEpoch 0: |          | 3826/? [31:33<00:00,  2.02it/s]\nEpoch 0: |          | 3827/? [31:33<00:00,  2.02it/s]\nEpoch 0: |          | 3827/? [31:33<00:00,  2.02it/s]\nEpoch 0: |          | 3828/? [31:34<00:00,  2.02it/s]\nEpoch 0: |          | 3828/? [31:34<00:00,  2.02it/s]\nEpoch 0: |          | 3829/? [31:34<00:00,  2.02it/s]\nEpoch 0: |          | 3829/? [31:34<00:00,  2.02it/s]\nEpoch 0: |          | 3830/? [31:34<00:00,  2.02it/s]\nEpoch 0: |          | 3830/? [31:34<00:00,  2.02it/s]\nEpoch 0: |          | 3831/? [31:35<00:00,  2.02it/s]\nEpoch 0: |          | 3831/? [31:35<00:00,  2.02it/s]\nEpoch 0: |          | 3832/? [31:35<00:00,  2.02it/s]\nEpoch 0: |          | 3832/? [31:35<00:00,  2.02it/s]\nEpoch 0: |          | 3833/? [31:36<00:00,  2.02it/s]\nEpoch 0: |          | 3833/? [31:36<00:00,  2.02it/s]\nEpoch 0: |          | 3834/? [31:36<00:00,  2.02it/s]\nEpoch 0: |          | 3834/? [31:36<00:00,  2.02it/s]\nEpoch 0: |          | 3835/? [31:36<00:00,  2.02it/s]\nEpoch 0: |          | 3835/? [31:36<00:00,  2.02it/s]\nEpoch 0: |          | 3836/? [31:37<00:00,  2.02it/s]\nEpoch 0: |          | 3836/? [31:37<00:00,  2.02it/s]\nEpoch 0: |          | 3837/? [31:37<00:00,  2.02it/s]\nEpoch 0: |          | 3837/? [31:37<00:00,  2.02it/s]\nEpoch 0: |          | 3838/? [31:38<00:00,  2.02it/s]\nEpoch 0: |          | 3838/? [31:38<00:00,  2.02it/s]\nEpoch 0: |          | 3839/? [31:38<00:00,  2.02it/s]\nEpoch 0: |          | 3839/? [31:38<00:00,  2.02it/s]\nEpoch 0: |          | 3840/? [31:39<00:00,  2.02it/s]\nEpoch 0: |          | 3840/? [31:39<00:00,  2.02it/s]\nEpoch 0: |          | 3841/? [31:39<00:00,  2.02it/s]\nEpoch 0: |          | 3841/? [31:39<00:00,  2.02it/s]\nEpoch 0: |          | 3842/? [31:40<00:00,  2.02it/s]\nEpoch 0: |          | 3842/? [31:40<00:00,  2.02it/s]\nEpoch 0: |          | 3843/? [31:40<00:00,  2.02it/s]\nEpoch 0: |          | 3843/? [31:40<00:00,  2.02it/s]\nEpoch 0: |          | 3844/? [31:40<00:00,  2.02it/s]\nEpoch 0: |          | 3844/? [31:40<00:00,  2.02it/s]\nEpoch 0: |          | 3845/? [31:41<00:00,  2.02it/s]\nEpoch 0: |          | 3845/? [31:41<00:00,  2.02it/s]\nEpoch 0: |          | 3846/? [31:41<00:00,  2.02it/s]\nEpoch 0: |          | 3846/? [31:41<00:00,  2.02it/s]\nEpoch 0: |          | 3847/? [31:42<00:00,  2.02it/s]\nEpoch 0: |          | 3847/? [31:42<00:00,  2.02it/s]\nEpoch 0: |          | 3848/? [31:42<00:00,  2.02it/s]\nEpoch 0: |          | 3848/? [31:42<00:00,  2.02it/s]\nEpoch 0: |          | 3849/? [31:43<00:00,  2.02it/s]\nEpoch 0: |          | 3849/? [31:43<00:00,  2.02it/s]\nEpoch 0: |          | 3850/? [31:43<00:00,  2.02it/s]\nEpoch 0: |          | 3850/? [31:43<00:00,  2.02it/s]\nEpoch 0: |          | 3851/? [31:43<00:00,  2.02it/s]\nEpoch 0: |          | 3851/? [31:43<00:00,  2.02it/s]\nEpoch 0: |          | 3852/? [31:44<00:00,  2.02it/s]\nEpoch 0: |          | 3852/? [31:44<00:00,  2.02it/s]\nEpoch 0: |          | 3853/? [31:44<00:00,  2.02it/s]\nEpoch 0: |          | 3853/? [31:44<00:00,  2.02it/s]\nEpoch 0: |          | 3854/? [31:45<00:00,  2.02it/s]\nEpoch 0: |          | 3854/? [31:45<00:00,  2.02it/s]\nEpoch 0: |          | 3855/? [31:45<00:00,  2.02it/s]\nEpoch 0: |          | 3855/? [31:45<00:00,  2.02it/s]\nEpoch 0: |          | 3856/? [31:46<00:00,  2.02it/s]\nEpoch 0: |          | 3856/? [31:46<00:00,  2.02it/s]\nEpoch 0: |          | 3857/? [31:46<00:00,  2.02it/s]\nEpoch 0: |          | 3857/? [31:46<00:00,  2.02it/s]\nEpoch 0: |          | 3858/? [31:46<00:00,  2.02it/s]\nEpoch 0: |          | 3858/? [31:46<00:00,  2.02it/s]\nEpoch 0: |          | 3859/? [31:47<00:00,  2.02it/s]\nEpoch 0: |          | 3859/? [31:47<00:00,  2.02it/s]\nEpoch 0: |          | 3860/? [31:47<00:00,  2.02it/s]\nEpoch 0: |          | 3860/? [31:47<00:00,  2.02it/s]\nEpoch 0: |          | 3861/? [31:48<00:00,  2.02it/s]\nEpoch 0: |          | 3861/? [31:48<00:00,  2.02it/s]\nEpoch 0: |          | 3862/? [31:48<00:00,  2.02it/s]\nEpoch 0: |          | 3862/? [31:48<00:00,  2.02it/s]\nEpoch 0: |          | 3863/? [31:48<00:00,  2.02it/s]\nEpoch 0: |          | 3863/? [31:48<00:00,  2.02it/s]\nEpoch 0: |          | 3864/? [31:49<00:00,  2.02it/s]\nEpoch 0: |          | 3864/? [31:49<00:00,  2.02it/s]\nEpoch 0: |          | 3865/? [31:49<00:00,  2.02it/s]\nEpoch 0: |          | 3865/? [31:49<00:00,  2.02it/s]\nEpoch 0: |          | 3866/? [31:50<00:00,  2.02it/s]\nEpoch 0: |          | 3866/? [31:50<00:00,  2.02it/s]\nEpoch 0: |          | 3867/? [31:50<00:00,  2.02it/s]\nEpoch 0: |          | 3867/? [31:50<00:00,  2.02it/s]\nEpoch 0: |          | 3868/? [31:50<00:00,  2.02it/s]\nEpoch 0: |          | 3868/? [31:50<00:00,  2.02it/s]\nEpoch 0: |          | 3869/? [31:51<00:00,  2.02it/s]\nEpoch 0: |          | 3869/? [31:51<00:00,  2.02it/s]\nEpoch 0: |          | 3870/? [31:51<00:00,  2.02it/s]\nEpoch 0: |          | 3870/? [31:51<00:00,  2.02it/s]\nEpoch 0: |          | 3871/? [31:52<00:00,  2.02it/s]\nEpoch 0: |          | 3871/? [31:52<00:00,  2.02it/s]\nEpoch 0: |          | 3872/? [31:52<00:00,  2.02it/s]\nEpoch 0: |          | 3872/? [31:52<00:00,  2.02it/s]\nEpoch 0: |          | 3873/? [31:53<00:00,  2.02it/s]\nEpoch 0: |          | 3873/? [31:53<00:00,  2.02it/s]\nEpoch 0: |          | 3874/? [31:53<00:00,  2.02it/s]\nEpoch 0: |          | 3874/? [31:53<00:00,  2.02it/s]\nEpoch 0: |          | 3875/? [31:53<00:00,  2.02it/s]\nEpoch 0: |          | 3875/? [31:53<00:00,  2.02it/s]\nEpoch 0: |          | 3876/? [31:54<00:00,  2.02it/s]\nEpoch 0: |          | 3876/? [31:54<00:00,  2.02it/s]\nEpoch 0: |          | 3877/? [31:54<00:00,  2.02it/s]\nEpoch 0: |          | 3877/? [31:54<00:00,  2.02it/s]\nEpoch 0: |          | 3878/? [31:55<00:00,  2.02it/s]\nEpoch 0: |          | 3878/? [31:55<00:00,  2.02it/s]\nEpoch 0: |          | 3879/? [31:55<00:00,  2.03it/s]\nEpoch 0: |          | 3879/? [31:55<00:00,  2.03it/s]\nEpoch 0: |          | 3880/? [31:55<00:00,  2.03it/s]\nEpoch 0: |          | 3880/? [31:55<00:00,  2.03it/s]\nEpoch 0: |          | 3881/? [31:56<00:00,  2.03it/s]\nEpoch 0: |          | 3881/? [31:56<00:00,  2.03it/s]\nEpoch 0: |          | 3882/? [31:56<00:00,  2.03it/s]\nEpoch 0: |          | 3882/? [31:56<00:00,  2.03it/s]\nEpoch 0: |          | 3883/? [31:57<00:00,  2.03it/s]\nEpoch 0: |          | 3883/? [31:57<00:00,  2.03it/s]\nEpoch 0: |          | 3884/? [31:57<00:00,  2.03it/s]\nEpoch 0: |          | 3884/? [31:57<00:00,  2.03it/s]\nEpoch 0: |          | 3885/? [31:58<00:00,  2.03it/s]\nEpoch 0: |          | 3885/? [31:58<00:00,  2.03it/s]\nEpoch 0: |          | 3886/? [31:58<00:00,  2.03it/s]\nEpoch 0: |          | 3886/? [31:58<00:00,  2.03it/s]\nEpoch 0: |          | 3887/? [31:58<00:00,  2.03it/s]\nEpoch 0: |          | 3887/? [31:58<00:00,  2.03it/s]\nEpoch 0: |          | 3888/? [31:59<00:00,  2.03it/s]\nEpoch 0: |          | 3888/? [31:59<00:00,  2.03it/s]\nEpoch 0: |          | 3889/? [31:59<00:00,  2.03it/s]\nEpoch 0: |          | 3889/? [31:59<00:00,  2.03it/s]\nEpoch 0: |          | 3890/? [32:00<00:00,  2.03it/s]\nEpoch 0: |          | 3890/? [32:00<00:00,  2.03it/s]\nEpoch 0: |          | 3891/? [32:00<00:00,  2.03it/s]\nEpoch 0: |          | 3891/? [32:00<00:00,  2.03it/s]\nEpoch 0: |          | 3892/? [32:00<00:00,  2.03it/s]\nEpoch 0: |          | 3892/? [32:00<00:00,  2.03it/s]\nEpoch 0: |          | 3893/? [32:01<00:00,  2.03it/s]\nEpoch 0: |          | 3893/? [32:01<00:00,  2.03it/s]\nEpoch 0: |          | 3894/? [32:01<00:00,  2.03it/s]\nEpoch 0: |          | 3894/? [32:01<00:00,  2.03it/s]\nEpoch 0: |          | 3895/? [32:02<00:00,  2.03it/s]\nEpoch 0: |          | 3895/? [32:02<00:00,  2.03it/s]\nEpoch 0: |          | 3896/? [32:02<00:00,  2.03it/s]\nEpoch 0: |          | 3896/? [32:02<00:00,  2.03it/s]\nEpoch 0: |          | 3897/? [32:03<00:00,  2.03it/s]\nEpoch 0: |          | 3897/? [32:03<00:00,  2.03it/s]\nEpoch 0: |          | 3898/? [32:03<00:00,  2.03it/s]\nEpoch 0: |          | 3898/? [32:03<00:00,  2.03it/s]\nEpoch 0: |          | 3899/? [32:03<00:00,  2.03it/s]\nEpoch 0: |          | 3899/? [32:03<00:00,  2.03it/s]\nEpoch 0: |          | 3900/? [32:04<00:00,  2.03it/s]\nEpoch 0: |          | 3900/? [32:04<00:00,  2.03it/s]\nEpoch 0: |          | 3901/? [32:04<00:00,  2.03it/s]\nEpoch 0: |          | 3901/? [32:04<00:00,  2.03it/s]\nEpoch 0: |          | 3902/? [32:05<00:00,  2.03it/s]\nEpoch 0: |          | 3902/? [32:05<00:00,  2.03it/s]\nEpoch 0: |          | 3903/? [32:05<00:00,  2.03it/s]\nEpoch 0: |          | 3903/? [32:05<00:00,  2.03it/s]\nEpoch 0: |          | 3904/? [32:05<00:00,  2.03it/s]\nEpoch 0: |          | 3904/? [32:05<00:00,  2.03it/s]\nEpoch 0: |          | 3905/? [32:06<00:00,  2.03it/s]\nEpoch 0: |          | 3905/? [32:06<00:00,  2.03it/s]\nEpoch 0: |          | 3906/? [32:06<00:00,  2.03it/s]\nEpoch 0: |          | 3906/? [32:06<00:00,  2.03it/s]\nEpoch 0: |          | 3907/? [32:07<00:00,  2.03it/s]\nEpoch 0: |          | 3907/? [32:07<00:00,  2.03it/s]\nEpoch 0: |          | 3908/? [32:07<00:00,  2.03it/s]\nEpoch 0: |          | 3908/? [32:07<00:00,  2.03it/s]\nEpoch 0: |          | 3909/? [32:08<00:00,  2.03it/s]\nEpoch 0: |          | 3909/? [32:08<00:00,  2.03it/s]\nEpoch 0: |          | 3910/? [32:08<00:00,  2.03it/s]\nEpoch 0: |          | 3910/? [32:08<00:00,  2.03it/s]\nEpoch 0: |          | 3911/? [32:08<00:00,  2.03it/s]\nEpoch 0: |          | 3911/? [32:08<00:00,  2.03it/s]\nEpoch 0: |          | 3912/? [32:09<00:00,  2.03it/s]\nEpoch 0: |          | 3912/? [32:09<00:00,  2.03it/s]\nEpoch 0: |          | 3913/? [32:09<00:00,  2.03it/s]\nEpoch 0: |          | 3913/? [32:09<00:00,  2.03it/s]\nEpoch 0: |          | 3914/? [32:10<00:00,  2.03it/s]\nEpoch 0: |          | 3914/? [32:10<00:00,  2.03it/s]\nEpoch 0: |          | 3915/? [32:10<00:00,  2.03it/s]\nEpoch 0: |          | 3915/? [32:10<00:00,  2.03it/s]\nEpoch 0: |          | 3916/? [32:10<00:00,  2.03it/s]\nEpoch 0: |          | 3916/? [32:10<00:00,  2.03it/s]\nEpoch 0: |          | 3917/? [32:11<00:00,  2.03it/s]\nEpoch 0: |          | 3917/? [32:11<00:00,  2.03it/s]\nEpoch 0: |          | 3918/? [32:11<00:00,  2.03it/s]\nEpoch 0: |          | 3918/? [32:11<00:00,  2.03it/s]\nEpoch 0: |          | 3919/? [32:12<00:00,  2.03it/s]\nEpoch 0: |          | 3919/? [32:12<00:00,  2.03it/s]\nEpoch 0: |          | 3920/? [32:12<00:00,  2.03it/s]\nEpoch 0: |          | 3920/? [32:12<00:00,  2.03it/s]\nEpoch 0: |          | 3921/? [32:12<00:00,  2.03it/s]\nEpoch 0: |          | 3921/? [32:12<00:00,  2.03it/s]\nEpoch 0: |          | 3922/? [32:13<00:00,  2.03it/s]\nEpoch 0: |          | 3922/? [32:13<00:00,  2.03it/s]\nEpoch 0: |          | 3923/? [32:13<00:00,  2.03it/s]\nEpoch 0: |          | 3923/? [32:13<00:00,  2.03it/s]\nEpoch 0: |          | 3924/? [32:14<00:00,  2.03it/s]\nEpoch 0: |          | 3924/? [32:14<00:00,  2.03it/s]\nEpoch 0: |          | 3925/? [32:14<00:00,  2.03it/s]\nEpoch 0: |          | 3925/? [32:14<00:00,  2.03it/s]\nEpoch 0: |          | 3926/? [32:15<00:00,  2.03it/s]\nEpoch 0: |          | 3926/? [32:15<00:00,  2.03it/s]\nEpoch 0: |          | 3927/? [32:15<00:00,  2.03it/s]\nEpoch 0: |          | 3927/? [32:15<00:00,  2.03it/s]\nEpoch 0: |          | 3928/? [32:15<00:00,  2.03it/s]\nEpoch 0: |          | 3928/? [32:15<00:00,  2.03it/s]\nEpoch 0: |          | 3929/? [32:16<00:00,  2.03it/s]\nEpoch 0: |          | 3929/? [32:16<00:00,  2.03it/s]\nEpoch 0: |          | 3930/? [32:16<00:00,  2.03it/s]\nEpoch 0: |          | 3930/? [32:16<00:00,  2.03it/s]\nEpoch 0: |          | 3931/? [32:17<00:00,  2.03it/s]\nEpoch 0: |          | 3931/? [32:17<00:00,  2.03it/s]\nEpoch 0: |          | 3932/? [32:17<00:00,  2.03it/s]\nEpoch 0: |          | 3932/? [32:17<00:00,  2.03it/s]\nEpoch 0: |          | 3933/? [32:17<00:00,  2.03it/s]\nEpoch 0: |          | 3933/? [32:17<00:00,  2.03it/s]\nEpoch 0: |          | 3934/? [32:18<00:00,  2.03it/s]\nEpoch 0: |          | 3934/? [32:18<00:00,  2.03it/s]\nEpoch 0: |          | 3935/? [32:18<00:00,  2.03it/s]\nEpoch 0: |          | 3935/? [32:18<00:00,  2.03it/s]\nEpoch 0: |          | 3936/? [32:19<00:00,  2.03it/s]\nEpoch 0: |          | 3936/? [32:19<00:00,  2.03it/s]\nEpoch 0: |          | 3937/? [32:19<00:00,  2.03it/s]\nEpoch 0: |          | 3937/? [32:19<00:00,  2.03it/s]\nEpoch 0: |          | 3938/? [32:20<00:00,  2.03it/s]\nEpoch 0: |          | 3938/? [32:20<00:00,  2.03it/s]\nEpoch 0: |          | 3939/? [32:20<00:00,  2.03it/s]\nEpoch 0: |          | 3939/? [32:20<00:00,  2.03it/s]\nEpoch 0: |          | 3940/? [32:20<00:00,  2.03it/s]\nEpoch 0: |          | 3940/? [32:20<00:00,  2.03it/s]\nEpoch 0: |          | 3941/? [32:21<00:00,  2.03it/s]\nEpoch 0: |          | 3941/? [32:21<00:00,  2.03it/s]\nEpoch 0: |          | 3942/? [32:21<00:00,  2.03it/s]\nEpoch 0: |          | 3942/? [32:21<00:00,  2.03it/s]\nEpoch 0: |          | 3943/? [32:22<00:00,  2.03it/s]\nEpoch 0: |          | 3943/? [32:22<00:00,  2.03it/s]\nEpoch 0: |          | 3944/? [32:22<00:00,  2.03it/s]\nEpoch 0: |          | 3944/? [32:22<00:00,  2.03it/s]\nEpoch 0: |          | 3945/? [32:22<00:00,  2.03it/s]\nEpoch 0: |          | 3945/? [32:22<00:00,  2.03it/s]\nEpoch 0: |          | 3946/? [32:23<00:00,  2.03it/s]\nEpoch 0: |          | 3946/? [32:23<00:00,  2.03it/s]\nEpoch 0: |          | 3947/? [32:23<00:00,  2.03it/s]\nEpoch 0: |          | 3947/? [32:23<00:00,  2.03it/s]\nEpoch 0: |          | 3948/? [32:24<00:00,  2.03it/s]\nEpoch 0: |          | 3948/? [32:24<00:00,  2.03it/s]\nEpoch 0: |          | 3949/? [32:24<00:00,  2.03it/s]\nEpoch 0: |          | 3949/? [32:24<00:00,  2.03it/s]\nEpoch 0: |          | 3950/? [32:25<00:00,  2.03it/s]\nEpoch 0: |          | 3950/? [32:25<00:00,  2.03it/s]\nEpoch 0: |          | 3951/? [32:25<00:00,  2.03it/s]\nEpoch 0: |          | 3951/? [32:25<00:00,  2.03it/s]\nEpoch 0: |          | 3952/? [32:26<00:00,  2.03it/s]\nEpoch 0: |          | 3952/? [32:26<00:00,  2.03it/s]\nEpoch 0: |          | 3953/? [32:26<00:00,  2.03it/s]\nEpoch 0: |          | 3953/? [32:26<00:00,  2.03it/s]\nEpoch 0: |          | 3954/? [32:26<00:00,  2.03it/s]\nEpoch 0: |          | 3954/? [32:26<00:00,  2.03it/s]\nEpoch 0: |          | 3955/? [32:27<00:00,  2.03it/s]\nEpoch 0: |          | 3955/? [32:27<00:00,  2.03it/s]\nEpoch 0: |          | 3956/? [32:27<00:00,  2.03it/s]\nEpoch 0: |          | 3956/? [32:27<00:00,  2.03it/s]\nEpoch 0: |          | 3957/? [32:28<00:00,  2.03it/s]\nEpoch 0: |          | 3957/? [32:28<00:00,  2.03it/s]\nEpoch 0: |          | 3958/? [32:28<00:00,  2.03it/s]\nEpoch 0: |          | 3958/? [32:28<00:00,  2.03it/s]\nEpoch 0: |          | 3959/? [32:28<00:00,  2.03it/s]\nEpoch 0: |          | 3959/? [32:28<00:00,  2.03it/s]\nEpoch 0: |          | 3960/? [32:29<00:00,  2.03it/s]\nEpoch 0: |          | 3960/? [32:29<00:00,  2.03it/s]\nEpoch 0: |          | 3961/? [32:29<00:00,  2.03it/s]\nEpoch 0: |          | 3961/? [32:29<00:00,  2.03it/s]\nEpoch 0: |          | 3962/? [32:30<00:00,  2.03it/s]\nEpoch 0: |          | 3962/? [32:30<00:00,  2.03it/s]\nEpoch 0: |          | 3963/? [32:30<00:00,  2.03it/s]\nEpoch 0: |          | 3963/? [32:30<00:00,  2.03it/s]\nEpoch 0: |          | 3964/? [32:31<00:00,  2.03it/s]\nEpoch 0: |          | 3964/? [32:31<00:00,  2.03it/s]\nEpoch 0: |          | 3965/? [32:31<00:00,  2.03it/s]\nEpoch 0: |          | 3965/? [32:31<00:00,  2.03it/s]\nEpoch 0: |          | 3966/? [32:31<00:00,  2.03it/s]\nEpoch 0: |          | 3966/? [32:31<00:00,  2.03it/s]\nEpoch 0: |          | 3967/? [32:32<00:00,  2.03it/s]\nEpoch 0: |          | 3967/? [32:32<00:00,  2.03it/s]\nEpoch 0: |          | 3968/? [32:32<00:00,  2.03it/s]\nEpoch 0: |          | 3968/? [32:32<00:00,  2.03it/s]\nEpoch 0: |          | 3969/? [32:33<00:00,  2.03it/s]\nEpoch 0: |          | 3969/? [32:33<00:00,  2.03it/s]\nEpoch 0: |          | 3970/? [32:33<00:00,  2.03it/s]\nEpoch 0: |          | 3970/? [32:33<00:00,  2.03it/s]\nEpoch 0: |          | 3971/? [32:34<00:00,  2.03it/s]\nEpoch 0: |          | 3971/? [32:34<00:00,  2.03it/s]\nEpoch 0: |          | 3972/? [32:34<00:00,  2.03it/s]\nEpoch 0: |          | 3972/? [32:34<00:00,  2.03it/s]\nEpoch 0: |          | 3973/? [32:34<00:00,  2.03it/s]\nEpoch 0: |          | 3973/? [32:34<00:00,  2.03it/s]\nEpoch 0: |          | 3974/? [32:35<00:00,  2.03it/s]\nEpoch 0: |          | 3974/? [32:35<00:00,  2.03it/s]\nEpoch 0: |          | 3975/? [32:35<00:00,  2.03it/s]\nEpoch 0: |          | 3975/? [32:35<00:00,  2.03it/s]\nEpoch 0: |          | 3976/? [32:36<00:00,  2.03it/s]\nEpoch 0: |          | 3976/? [32:36<00:00,  2.03it/s]\nEpoch 0: |          | 3977/? [32:36<00:00,  2.03it/s]\nEpoch 0: |          | 3977/? [32:36<00:00,  2.03it/s]\nEpoch 0: |          | 3978/? [32:37<00:00,  2.03it/s]\nEpoch 0: |          | 3978/? [32:37<00:00,  2.03it/s]\nEpoch 0: |          | 3979/? [32:37<00:00,  2.03it/s]\nEpoch 0: |          | 3979/? [32:37<00:00,  2.03it/s]\nEpoch 0: |          | 3980/? [32:37<00:00,  2.03it/s]\nEpoch 0: |          | 3980/? [32:37<00:00,  2.03it/s]\nEpoch 0: |          | 3981/? [32:38<00:00,  2.03it/s]\nEpoch 0: |          | 3981/? [32:38<00:00,  2.03it/s]\nEpoch 0: |          | 3982/? [32:38<00:00,  2.03it/s]\nEpoch 0: |          | 3982/? [32:38<00:00,  2.03it/s]\nEpoch 0: |          | 3983/? [32:39<00:00,  2.03it/s]\nEpoch 0: |          | 3983/? [32:39<00:00,  2.03it/s]\nEpoch 0: |          | 3984/? [32:39<00:00,  2.03it/s]\nEpoch 0: |          | 3984/? [32:39<00:00,  2.03it/s]\nEpoch 0: |          | 3985/? [32:39<00:00,  2.03it/s]\nEpoch 0: |          | 3985/? [32:39<00:00,  2.03it/s]\nEpoch 0: |          | 3986/? [32:40<00:00,  2.03it/s]\nEpoch 0: |          | 3986/? [32:40<00:00,  2.03it/s]\nEpoch 0: |          | 3987/? [32:40<00:00,  2.03it/s]\nEpoch 0: |          | 3987/? [32:40<00:00,  2.03it/s]\nEpoch 0: |          | 3988/? [32:41<00:00,  2.03it/s]\nEpoch 0: |          | 3988/? [32:41<00:00,  2.03it/s]\nEpoch 0: |          | 3989/? [32:41<00:00,  2.03it/s]\nEpoch 0: |          | 3989/? [32:41<00:00,  2.03it/s]\nEpoch 0: |          | 3990/? [32:42<00:00,  2.03it/s]\nEpoch 0: |          | 3990/? [32:42<00:00,  2.03it/s]\nEpoch 0: |          | 3991/? [32:42<00:00,  2.03it/s]\nEpoch 0: |          | 3991/? [32:42<00:00,  2.03it/s]\nEpoch 0: |          | 3992/? [32:42<00:00,  2.03it/s]\nEpoch 0: |          | 3992/? [32:42<00:00,  2.03it/s]\nEpoch 0: |          | 3993/? [32:43<00:00,  2.03it/s]\nEpoch 0: |          | 3993/? [32:43<00:00,  2.03it/s]\nEpoch 0: |          | 3994/? [32:43<00:00,  2.03it/s]\nEpoch 0: |          | 3994/? [32:43<00:00,  2.03it/s]\nEpoch 0: |          | 3995/? [32:44<00:00,  2.03it/s]\nEpoch 0: |          | 3995/? [32:44<00:00,  2.03it/s]\nEpoch 0: |          | 3996/? [32:44<00:00,  2.03it/s]\nEpoch 0: |          | 3996/? [32:44<00:00,  2.03it/s]\nEpoch 0: |          | 3997/? [32:44<00:00,  2.03it/s]\nEpoch 0: |          | 3997/? [32:44<00:00,  2.03it/s]\nEpoch 0: |          | 3998/? [32:45<00:00,  2.03it/s]\nEpoch 0: |          | 3998/? [32:45<00:00,  2.03it/s]\nEpoch 0: |          | 3999/? [32:45<00:00,  2.03it/s]\nEpoch 0: |          | 3999/? [32:45<00:00,  2.03it/s]\nEpoch 0: |          | 4000/? [32:46<00:00,  2.03it/s]\nEpoch 0: |          | 4000/? [32:46<00:00,  2.03it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  5.32it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  4.65it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  4.69it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  4.58it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 4000/? [32:47<00:00,  2.03it/s]\nEpoch 0: |          | 4001/? [32:47<00:00,  2.03it/s]\nEpoch 0: |          | 4001/? [32:47<00:00,  2.03it/s]\nEpoch 0: |          | 4002/? [32:47<00:00,  2.03it/s]\nEpoch 0: |          | 4002/? [32:47<00:00,  2.03it/s]\nEpoch 0: |          | 4003/? [32:48<00:00,  2.03it/s]\nEpoch 0: |          | 4003/? [32:48<00:00,  2.03it/s]\nEpoch 0: |          | 4004/? [32:48<00:00,  2.03it/s]\nEpoch 0: |          | 4004/? [32:48<00:00,  2.03it/s]\nEpoch 0: |          | 4005/? [32:49<00:00,  2.03it/s]\nEpoch 0: |          | 4005/? [32:49<00:00,  2.03it/s]\nEpoch 0: |          | 4006/? [32:49<00:00,  2.03it/s]\nEpoch 0: |          | 4006/? [32:49<00:00,  2.03it/s]\nEpoch 0: |          | 4007/? [32:49<00:00,  2.03it/s]\nEpoch 0: |          | 4007/? [32:49<00:00,  2.03it/s]\nEpoch 0: |          | 4008/? [32:50<00:00,  2.03it/s]\nEpoch 0: |          | 4008/? [32:50<00:00,  2.03it/s]\nEpoch 0: |          | 4009/? [32:50<00:00,  2.03it/s]\nEpoch 0: |          | 4009/? [32:50<00:00,  2.03it/s]\nEpoch 0: |          | 4010/? [32:51<00:00,  2.03it/s]\nEpoch 0: |          | 4010/? [32:51<00:00,  2.03it/s]\nEpoch 0: |          | 4011/? [32:51<00:00,  2.03it/s]\nEpoch 0: |          | 4011/? [32:51<00:00,  2.03it/s]\nEpoch 0: |          | 4012/? [32:51<00:00,  2.03it/s]\nEpoch 0: |          | 4012/? [32:51<00:00,  2.03it/s]\nEpoch 0: |          | 4013/? [32:52<00:00,  2.03it/s]\nEpoch 0: |          | 4013/? [32:52<00:00,  2.03it/s]\nEpoch 0: |          | 4014/? [32:52<00:00,  2.03it/s]\nEpoch 0: |          | 4014/? [32:52<00:00,  2.03it/s]\nEpoch 0: |          | 4015/? [32:53<00:00,  2.03it/s]\nEpoch 0: |          | 4015/? [32:53<00:00,  2.03it/s]\nEpoch 0: |          | 4016/? [32:53<00:00,  2.03it/s]\nEpoch 0: |          | 4016/? [32:53<00:00,  2.03it/s]\nEpoch 0: |          | 4017/? [32:54<00:00,  2.03it/s]\nEpoch 0: |          | 4017/? [32:54<00:00,  2.03it/s]\nEpoch 0: |          | 4018/? [32:54<00:00,  2.03it/s]\nEpoch 0: |          | 4018/? [32:54<00:00,  2.03it/s]\nEpoch 0: |          | 4019/? [32:54<00:00,  2.04it/s]\nEpoch 0: |          | 4019/? [32:54<00:00,  2.04it/s]\nEpoch 0: |          | 4020/? [32:55<00:00,  2.04it/s]\nEpoch 0: |          | 4020/? [32:55<00:00,  2.04it/s]\nEpoch 0: |          | 4021/? [32:55<00:00,  2.04it/s]\nEpoch 0: |          | 4021/? [32:55<00:00,  2.04it/s]\nEpoch 0: |          | 4022/? [32:56<00:00,  2.04it/s]\nEpoch 0: |          | 4022/? [32:56<00:00,  2.04it/s]\nEpoch 0: |          | 4023/? [32:56<00:00,  2.04it/s]\nEpoch 0: |          | 4023/? [32:56<00:00,  2.04it/s]\nEpoch 0: |          | 4024/? [32:56<00:00,  2.04it/s]\nEpoch 0: |          | 4024/? [32:56<00:00,  2.04it/s]\nEpoch 0: |          | 4025/? [32:57<00:00,  2.04it/s]\nEpoch 0: |          | 4025/? [32:57<00:00,  2.04it/s]\nEpoch 0: |          | 4026/? [32:57<00:00,  2.04it/s]\nEpoch 0: |          | 4026/? [32:57<00:00,  2.04it/s]\nEpoch 0: |          | 4027/? [32:58<00:00,  2.04it/s]\nEpoch 0: |          | 4027/? [32:58<00:00,  2.04it/s]\nEpoch 0: |          | 4028/? [32:58<00:00,  2.04it/s]\nEpoch 0: |          | 4028/? [32:58<00:00,  2.04it/s]\nEpoch 0: |          | 4029/? [32:58<00:00,  2.04it/s]\nEpoch 0: |          | 4029/? [32:58<00:00,  2.04it/s]\nEpoch 0: |          | 4030/? [32:59<00:00,  2.04it/s]\nEpoch 0: |          | 4030/? [32:59<00:00,  2.04it/s]\nEpoch 0: |          | 4031/? [32:59<00:00,  2.04it/s]\nEpoch 0: |          | 4031/? [32:59<00:00,  2.04it/s]\nEpoch 0: |          | 4032/? [33:00<00:00,  2.04it/s]\nEpoch 0: |          | 4032/? [33:00<00:00,  2.04it/s]\nEpoch 0: |          | 4033/? [33:00<00:00,  2.04it/s]\nEpoch 0: |          | 4033/? [33:00<00:00,  2.04it/s]\nEpoch 0: |          | 4034/? [33:01<00:00,  2.04it/s]\nEpoch 0: |          | 4034/? [33:01<00:00,  2.04it/s]\nEpoch 0: |          | 4035/? [33:01<00:00,  2.04it/s]\nEpoch 0: |          | 4035/? [33:01<00:00,  2.04it/s]\nEpoch 0: |          | 4036/? [33:01<00:00,  2.04it/s]\nEpoch 0: |          | 4036/? [33:01<00:00,  2.04it/s]\nEpoch 0: |          | 4037/? [33:02<00:00,  2.04it/s]\nEpoch 0: |          | 4037/? [33:02<00:00,  2.04it/s]\nEpoch 0: |          | 4038/? [33:02<00:00,  2.04it/s]\nEpoch 0: |          | 4038/? [33:02<00:00,  2.04it/s]\nEpoch 0: |          | 4039/? [33:03<00:00,  2.04it/s]\nEpoch 0: |          | 4039/? [33:03<00:00,  2.04it/s]\nEpoch 0: |          | 4040/? [33:03<00:00,  2.04it/s]\nEpoch 0: |          | 4040/? [33:03<00:00,  2.04it/s]\nEpoch 0: |          | 4041/? [33:03<00:00,  2.04it/s]\nEpoch 0: |          | 4041/? [33:03<00:00,  2.04it/s]\nEpoch 0: |          | 4042/? [33:04<00:00,  2.04it/s]\nEpoch 0: |          | 4042/? [33:04<00:00,  2.04it/s]\nEpoch 0: |          | 4043/? [33:04<00:00,  2.04it/s]\nEpoch 0: |          | 4043/? [33:04<00:00,  2.04it/s]\nEpoch 0: |          | 4044/? [33:05<00:00,  2.04it/s]\nEpoch 0: |          | 4044/? [33:05<00:00,  2.04it/s]\nEpoch 0: |          | 4045/? [33:05<00:00,  2.04it/s]\nEpoch 0: |          | 4045/? [33:05<00:00,  2.04it/s]\nEpoch 0: |          | 4046/? [33:05<00:00,  2.04it/s]\nEpoch 0: |          | 4046/? [33:05<00:00,  2.04it/s]\nEpoch 0: |          | 4047/? [33:06<00:00,  2.04it/s]\nEpoch 0: |          | 4047/? [33:06<00:00,  2.04it/s]\nEpoch 0: |          | 4048/? [33:06<00:00,  2.04it/s]\nEpoch 0: |          | 4048/? [33:06<00:00,  2.04it/s]\nEpoch 0: |          | 4049/? [33:07<00:00,  2.04it/s]\nEpoch 0: |          | 4049/? [33:07<00:00,  2.04it/s]\nEpoch 0: |          | 4050/? [33:07<00:00,  2.04it/s]\nEpoch 0: |          | 4050/? [33:07<00:00,  2.04it/s]\nEpoch 0: |          | 4051/? [33:08<00:00,  2.04it/s]\nEpoch 0: |          | 4051/? [33:08<00:00,  2.04it/s]\nEpoch 0: |          | 4052/? [33:08<00:00,  2.04it/s]\nEpoch 0: |          | 4052/? [33:08<00:00,  2.04it/s]\nEpoch 0: |          | 4053/? [33:08<00:00,  2.04it/s]\nEpoch 0: |          | 4053/? [33:08<00:00,  2.04it/s]\nEpoch 0: |          | 4054/? [33:09<00:00,  2.04it/s]\nEpoch 0: |          | 4054/? [33:09<00:00,  2.04it/s]\nEpoch 0: |          | 4055/? [33:09<00:00,  2.04it/s]\nEpoch 0: |          | 4055/? [33:09<00:00,  2.04it/s]\nEpoch 0: |          | 4056/? [33:10<00:00,  2.04it/s]\nEpoch 0: |          | 4056/? [33:10<00:00,  2.04it/s]\nEpoch 0: |          | 4057/? [33:10<00:00,  2.04it/s]\nEpoch 0: |          | 4057/? [33:10<00:00,  2.04it/s]\nEpoch 0: |          | 4058/? [33:10<00:00,  2.04it/s]\nEpoch 0: |          | 4058/? [33:10<00:00,  2.04it/s]\nEpoch 0: |          | 4059/? [33:11<00:00,  2.04it/s]\nEpoch 0: |          | 4059/? [33:11<00:00,  2.04it/s]\nEpoch 0: |          | 4060/? [33:11<00:00,  2.04it/s]\nEpoch 0: |          | 4060/? [33:11<00:00,  2.04it/s]\nEpoch 0: |          | 4061/? [33:12<00:00,  2.04it/s]\nEpoch 0: |          | 4061/? [33:12<00:00,  2.04it/s]\nEpoch 0: |          | 4062/? [33:12<00:00,  2.04it/s]\nEpoch 0: |          | 4062/? [33:12<00:00,  2.04it/s]\nEpoch 0: |          | 4063/? [33:12<00:00,  2.04it/s]\nEpoch 0: |          | 4063/? [33:12<00:00,  2.04it/s]\nEpoch 0: |          | 4064/? [33:13<00:00,  2.04it/s]\nEpoch 0: |          | 4064/? [33:13<00:00,  2.04it/s]\nEpoch 0: |          | 4065/? [33:13<00:00,  2.04it/s]\nEpoch 0: |          | 4065/? [33:13<00:00,  2.04it/s]\nEpoch 0: |          | 4066/? [33:14<00:00,  2.04it/s]\nEpoch 0: |          | 4066/? [33:14<00:00,  2.04it/s]\nEpoch 0: |          | 4067/? [33:14<00:00,  2.04it/s]\nEpoch 0: |          | 4067/? [33:14<00:00,  2.04it/s]\nEpoch 0: |          | 4068/? [33:15<00:00,  2.04it/s]\nEpoch 0: |          | 4068/? [33:15<00:00,  2.04it/s]\nEpoch 0: |          | 4069/? [33:15<00:00,  2.04it/s]\nEpoch 0: |          | 4069/? [33:15<00:00,  2.04it/s]\nEpoch 0: |          | 4070/? [33:15<00:00,  2.04it/s]\nEpoch 0: |          | 4070/? [33:15<00:00,  2.04it/s]\nEpoch 0: |          | 4071/? [33:16<00:00,  2.04it/s]\nEpoch 0: |          | 4071/? [33:16<00:00,  2.04it/s]\nEpoch 0: |          | 4072/? [33:16<00:00,  2.04it/s]\nEpoch 0: |          | 4072/? [33:16<00:00,  2.04it/s]\nEpoch 0: |          | 4073/? [33:17<00:00,  2.04it/s]\nEpoch 0: |          | 4073/? [33:17<00:00,  2.04it/s]\nEpoch 0: |          | 4074/? [33:17<00:00,  2.04it/s]\nEpoch 0: |          | 4074/? [33:17<00:00,  2.04it/s]\nEpoch 0: |          | 4075/? [33:17<00:00,  2.04it/s]\nEpoch 0: |          | 4075/? [33:17<00:00,  2.04it/s]\nEpoch 0: |          | 4076/? [33:18<00:00,  2.04it/s]\nEpoch 0: |          | 4076/? [33:18<00:00,  2.04it/s]\nEpoch 0: |          | 4077/? [33:18<00:00,  2.04it/s]\nEpoch 0: |          | 4077/? [33:18<00:00,  2.04it/s]\nEpoch 0: |          | 4078/? [33:19<00:00,  2.04it/s]\nEpoch 0: |          | 4078/? [33:19<00:00,  2.04it/s]\nEpoch 0: |          | 4079/? [33:19<00:00,  2.04it/s]\nEpoch 0: |          | 4079/? [33:19<00:00,  2.04it/s]\nEpoch 0: |          | 4080/? [33:19<00:00,  2.04it/s]\nEpoch 0: |          | 4080/? [33:19<00:00,  2.04it/s]\nEpoch 0: |          | 4081/? [33:20<00:00,  2.04it/s]\nEpoch 0: |          | 4081/? [33:20<00:00,  2.04it/s]\nEpoch 0: |          | 4082/? [33:20<00:00,  2.04it/s]\nEpoch 0: |          | 4082/? [33:20<00:00,  2.04it/s]\nEpoch 0: |          | 4083/? [33:21<00:00,  2.04it/s]\nEpoch 0: |          | 4083/? [33:21<00:00,  2.04it/s]\nEpoch 0: |          | 4084/? [33:21<00:00,  2.04it/s]\nEpoch 0: |          | 4084/? [33:21<00:00,  2.04it/s]\nEpoch 0: |          | 4085/? [33:21<00:00,  2.04it/s]\nEpoch 0: |          | 4085/? [33:21<00:00,  2.04it/s]\nEpoch 0: |          | 4086/? [33:22<00:00,  2.04it/s]\nEpoch 0: |          | 4086/? [33:22<00:00,  2.04it/s]\nEpoch 0: |          | 4087/? [33:22<00:00,  2.04it/s]\nEpoch 0: |          | 4087/? [33:22<00:00,  2.04it/s]\nEpoch 0: |          | 4088/? [33:23<00:00,  2.04it/s]\nEpoch 0: |          | 4088/? [33:23<00:00,  2.04it/s]\nEpoch 0: |          | 4089/? [33:23<00:00,  2.04it/s]\nEpoch 0: |          | 4089/? [33:23<00:00,  2.04it/s]\nEpoch 0: |          | 4090/? [33:24<00:00,  2.04it/s]\nEpoch 0: |          | 4090/? [33:24<00:00,  2.04it/s]\nEpoch 0: |          | 4091/? [33:24<00:00,  2.04it/s]\nEpoch 0: |          | 4091/? [33:24<00:00,  2.04it/s]\nEpoch 0: |          | 4092/? [33:24<00:00,  2.04it/s]\nEpoch 0: |          | 4092/? [33:24<00:00,  2.04it/s]\nEpoch 0: |          | 4093/? [33:25<00:00,  2.04it/s]\nEpoch 0: |          | 4093/? [33:25<00:00,  2.04it/s]\nEpoch 0: |          | 4094/? [33:25<00:00,  2.04it/s]\nEpoch 0: |          | 4094/? [33:25<00:00,  2.04it/s]\nEpoch 0: |          | 4095/? [33:26<00:00,  2.04it/s]\nEpoch 0: |          | 4095/? [33:26<00:00,  2.04it/s]\nEpoch 0: |          | 4096/? [33:26<00:00,  2.04it/s]\nEpoch 0: |          | 4096/? [33:26<00:00,  2.04it/s]\nEpoch 0: |          | 4097/? [33:26<00:00,  2.04it/s]\nEpoch 0: |          | 4097/? [33:26<00:00,  2.04it/s]\nEpoch 0: |          | 4098/? [33:27<00:00,  2.04it/s]\nEpoch 0: |          | 4098/? [33:27<00:00,  2.04it/s]\nEpoch 0: |          | 4099/? [33:27<00:00,  2.04it/s]\nEpoch 0: |          | 4099/? [33:27<00:00,  2.04it/s]\nEpoch 0: |          | 4100/? [33:28<00:00,  2.04it/s]\nEpoch 0: |          | 4100/? [33:28<00:00,  2.04it/s]\nEpoch 0: |          | 4101/? [33:28<00:00,  2.04it/s]\nEpoch 0: |          | 4101/? [33:28<00:00,  2.04it/s]\nEpoch 0: |          | 4102/? [33:28<00:00,  2.04it/s]\nEpoch 0: |          | 4102/? [33:28<00:00,  2.04it/s]\nEpoch 0: |          | 4103/? [33:29<00:00,  2.04it/s]\nEpoch 0: |          | 4103/? [33:29<00:00,  2.04it/s]\nEpoch 0: |          | 4104/? [33:29<00:00,  2.04it/s]\nEpoch 0: |          | 4104/? [33:29<00:00,  2.04it/s]\nEpoch 0: |          | 4105/? [33:30<00:00,  2.04it/s]\nEpoch 0: |          | 4105/? [33:30<00:00,  2.04it/s]\nEpoch 0: |          | 4106/? [33:30<00:00,  2.04it/s]\nEpoch 0: |          | 4106/? [33:30<00:00,  2.04it/s]\nEpoch 0: |          | 4107/? [33:30<00:00,  2.04it/s]\nEpoch 0: |          | 4107/? [33:30<00:00,  2.04it/s]\nEpoch 0: |          | 4108/? [33:31<00:00,  2.04it/s]\nEpoch 0: |          | 4108/? [33:31<00:00,  2.04it/s]\nEpoch 0: |          | 4109/? [33:31<00:00,  2.04it/s]\nEpoch 0: |          | 4109/? [33:31<00:00,  2.04it/s]\nEpoch 0: |          | 4110/? [33:32<00:00,  2.04it/s]\nEpoch 0: |          | 4110/? [33:32<00:00,  2.04it/s]\nEpoch 0: |          | 4111/? [33:32<00:00,  2.04it/s]\nEpoch 0: |          | 4111/? [33:32<00:00,  2.04it/s]\nEpoch 0: |          | 4112/? [33:32<00:00,  2.04it/s]\nEpoch 0: |          | 4112/? [33:32<00:00,  2.04it/s]\nEpoch 0: |          | 4113/? [33:33<00:00,  2.04it/s]\nEpoch 0: |          | 4113/? [33:33<00:00,  2.04it/s]\nEpoch 0: |          | 4114/? [33:33<00:00,  2.04it/s]\nEpoch 0: |          | 4114/? [33:33<00:00,  2.04it/s]\nEpoch 0: |          | 4115/? [33:34<00:00,  2.04it/s]\nEpoch 0: |          | 4115/? [33:34<00:00,  2.04it/s]\nEpoch 0: |          | 4116/? [33:34<00:00,  2.04it/s]\nEpoch 0: |          | 4116/? [33:34<00:00,  2.04it/s]\nEpoch 0: |          | 4117/? [33:35<00:00,  2.04it/s]\nEpoch 0: |          | 4117/? [33:35<00:00,  2.04it/s]\nEpoch 0: |          | 4118/? [33:35<00:00,  2.04it/s]\nEpoch 0: |          | 4118/? [33:35<00:00,  2.04it/s]\nEpoch 0: |          | 4119/? [33:35<00:00,  2.04it/s]\nEpoch 0: |          | 4119/? [33:35<00:00,  2.04it/s]\nEpoch 0: |          | 4120/? [33:36<00:00,  2.04it/s]\nEpoch 0: |          | 4120/? [33:36<00:00,  2.04it/s]\nEpoch 0: |          | 4121/? [33:36<00:00,  2.04it/s]\nEpoch 0: |          | 4121/? [33:36<00:00,  2.04it/s]\nEpoch 0: |          | 4122/? [33:37<00:00,  2.04it/s]\nEpoch 0: |          | 4122/? [33:37<00:00,  2.04it/s]\nEpoch 0: |          | 4123/? [33:37<00:00,  2.04it/s]\nEpoch 0: |          | 4123/? [33:37<00:00,  2.04it/s]\nEpoch 0: |          | 4124/? [33:37<00:00,  2.04it/s]\nEpoch 0: |          | 4124/? [33:37<00:00,  2.04it/s]\nEpoch 0: |          | 4125/? [33:38<00:00,  2.04it/s]\nEpoch 0: |          | 4125/? [33:38<00:00,  2.04it/s]\nEpoch 0: |          | 4126/? [33:38<00:00,  2.04it/s]\nEpoch 0: |          | 4126/? [33:38<00:00,  2.04it/s]\nEpoch 0: |          | 4127/? [33:39<00:00,  2.04it/s]\nEpoch 0: |          | 4127/? [33:39<00:00,  2.04it/s]\nEpoch 0: |          | 4128/? [33:39<00:00,  2.04it/s]\nEpoch 0: |          | 4128/? [33:39<00:00,  2.04it/s]\nEpoch 0: |          | 4129/? [33:39<00:00,  2.04it/s]\nEpoch 0: |          | 4129/? [33:39<00:00,  2.04it/s]\nEpoch 0: |          | 4130/? [33:40<00:00,  2.04it/s]\nEpoch 0: |          | 4130/? [33:40<00:00,  2.04it/s]\nEpoch 0: |          | 4131/? [33:40<00:00,  2.04it/s]\nEpoch 0: |          | 4131/? [33:40<00:00,  2.04it/s]\nEpoch 0: |          | 4132/? [33:41<00:00,  2.04it/s]\nEpoch 0: |          | 4132/? [33:41<00:00,  2.04it/s]\nEpoch 0: |          | 4133/? [33:41<00:00,  2.04it/s]\nEpoch 0: |          | 4133/? [33:41<00:00,  2.04it/s]\nEpoch 0: |          | 4134/? [33:42<00:00,  2.04it/s]\nEpoch 0: |          | 4134/? [33:42<00:00,  2.04it/s]\nEpoch 0: |          | 4135/? [33:42<00:00,  2.04it/s]\nEpoch 0: |          | 4135/? [33:42<00:00,  2.04it/s]\nEpoch 0: |          | 4136/? [33:42<00:00,  2.04it/s]\nEpoch 0: |          | 4136/? [33:42<00:00,  2.04it/s]\nEpoch 0: |          | 4137/? [33:43<00:00,  2.04it/s]\nEpoch 0: |          | 4137/? [33:43<00:00,  2.04it/s]\nEpoch 0: |          | 4138/? [33:43<00:00,  2.04it/s]\nEpoch 0: |          | 4138/? [33:43<00:00,  2.04it/s]\nEpoch 0: |          | 4139/? [33:44<00:00,  2.04it/s]\nEpoch 0: |          | 4139/? [33:44<00:00,  2.04it/s]\nEpoch 0: |          | 4140/? [33:44<00:00,  2.04it/s]\nEpoch 0: |          | 4140/? [33:44<00:00,  2.04it/s]\nEpoch 0: |          | 4141/? [33:44<00:00,  2.05it/s]\nEpoch 0: |          | 4141/? [33:44<00:00,  2.05it/s]\nEpoch 0: |          | 4142/? [33:45<00:00,  2.05it/s]\nEpoch 0: |          | 4142/? [33:45<00:00,  2.05it/s]\nEpoch 0: |          | 4143/? [33:45<00:00,  2.05it/s]\nEpoch 0: |          | 4143/? [33:45<00:00,  2.05it/s]\nEpoch 0: |          | 4144/? [33:46<00:00,  2.05it/s]\nEpoch 0: |          | 4144/? [33:46<00:00,  2.05it/s]\nEpoch 0: |          | 4145/? [33:46<00:00,  2.05it/s]\nEpoch 0: |          | 4145/? [33:46<00:00,  2.05it/s]\nEpoch 0: |          | 4146/? [33:46<00:00,  2.05it/s]\nEpoch 0: |          | 4146/? [33:46<00:00,  2.05it/s]\nEpoch 0: |          | 4147/? [33:47<00:00,  2.05it/s]\nEpoch 0: |          | 4147/? [33:47<00:00,  2.05it/s]\nEpoch 0: |          | 4148/? [33:47<00:00,  2.05it/s]\nEpoch 0: |          | 4148/? [33:47<00:00,  2.05it/s]\nEpoch 0: |          | 4149/? [33:48<00:00,  2.05it/s]\nEpoch 0: |          | 4149/? [33:48<00:00,  2.05it/s]\nEpoch 0: |          | 4150/? [33:48<00:00,  2.05it/s]\nEpoch 0: |          | 4150/? [33:48<00:00,  2.05it/s]\nEpoch 0: |          | 4151/? [33:48<00:00,  2.05it/s]\nEpoch 0: |          | 4151/? [33:48<00:00,  2.05it/s]\nEpoch 0: |          | 4152/? [33:49<00:00,  2.05it/s]\nEpoch 0: |          | 4152/? [33:49<00:00,  2.05it/s]\nEpoch 0: |          | 4153/? [33:49<00:00,  2.05it/s]\nEpoch 0: |          | 4153/? [33:49<00:00,  2.05it/s]\nEpoch 0: |          | 4154/? [33:50<00:00,  2.05it/s]\nEpoch 0: |          | 4154/? [33:50<00:00,  2.05it/s]\nEpoch 0: |          | 4155/? [33:50<00:00,  2.05it/s]\nEpoch 0: |          | 4155/? [33:50<00:00,  2.05it/s]\nEpoch 0: |          | 4156/? [33:51<00:00,  2.05it/s]\nEpoch 0: |          | 4156/? [33:51<00:00,  2.05it/s]\nEpoch 0: |          | 4157/? [33:51<00:00,  2.05it/s]\nEpoch 0: |          | 4157/? [33:51<00:00,  2.05it/s]\nEpoch 0: |          | 4158/? [33:51<00:00,  2.05it/s]\nEpoch 0: |          | 4158/? [33:51<00:00,  2.05it/s]\nEpoch 0: |          | 4159/? [33:52<00:00,  2.05it/s]\nEpoch 0: |          | 4159/? [33:52<00:00,  2.05it/s]\nEpoch 0: |          | 4160/? [33:52<00:00,  2.05it/s]\nEpoch 0: |          | 4160/? [33:52<00:00,  2.05it/s]\nEpoch 0: |          | 4161/? [33:53<00:00,  2.05it/s]\nEpoch 0: |          | 4161/? [33:53<00:00,  2.05it/s]\nEpoch 0: |          | 4162/? [33:53<00:00,  2.05it/s]\nEpoch 0: |          | 4162/? [33:53<00:00,  2.05it/s]\nEpoch 0: |          | 4163/? [33:53<00:00,  2.05it/s]\nEpoch 0: |          | 4163/? [33:53<00:00,  2.05it/s]\nEpoch 0: |          | 4164/? [33:54<00:00,  2.05it/s]\nEpoch 0: |          | 4164/? [33:54<00:00,  2.05it/s]\nEpoch 0: |          | 4165/? [33:54<00:00,  2.05it/s]\nEpoch 0: |          | 4165/? [33:54<00:00,  2.05it/s]\nEpoch 0: |          | 4166/? [33:55<00:00,  2.05it/s]\nEpoch 0: |          | 4166/? [33:55<00:00,  2.05it/s]\nEpoch 0: |          | 4167/? [33:55<00:00,  2.05it/s]\nEpoch 0: |          | 4167/? [33:55<00:00,  2.05it/s]\nEpoch 0: |          | 4168/? [33:55<00:00,  2.05it/s]\nEpoch 0: |          | 4168/? [33:55<00:00,  2.05it/s]\nEpoch 0: |          | 4169/? [33:56<00:00,  2.05it/s]\nEpoch 0: |          | 4169/? [33:56<00:00,  2.05it/s]\nEpoch 0: |          | 4170/? [33:56<00:00,  2.05it/s]\nEpoch 0: |          | 4170/? [33:56<00:00,  2.05it/s]\nEpoch 0: |          | 4171/? [33:57<00:00,  2.05it/s]\nEpoch 0: |          | 4171/? [33:57<00:00,  2.05it/s]\nEpoch 0: |          | 4172/? [33:57<00:00,  2.05it/s]\nEpoch 0: |          | 4172/? [33:57<00:00,  2.05it/s]\nEpoch 0: |          | 4173/? [33:57<00:00,  2.05it/s]\nEpoch 0: |          | 4173/? [33:57<00:00,  2.05it/s]\nEpoch 0: |          | 4174/? [33:58<00:00,  2.05it/s]\nEpoch 0: |          | 4174/? [33:58<00:00,  2.05it/s]\nEpoch 0: |          | 4175/? [33:58<00:00,  2.05it/s]\nEpoch 0: |          | 4175/? [33:58<00:00,  2.05it/s]\nEpoch 0: |          | 4176/? [33:59<00:00,  2.05it/s]\nEpoch 0: |          | 4176/? [33:59<00:00,  2.05it/s]\nEpoch 0: |          | 4177/? [33:59<00:00,  2.05it/s]\nEpoch 0: |          | 4177/? [33:59<00:00,  2.05it/s]\nEpoch 0: |          | 4178/? [33:59<00:00,  2.05it/s]\nEpoch 0: |          | 4178/? [33:59<00:00,  2.05it/s]\nEpoch 0: |          | 4179/? [34:00<00:00,  2.05it/s]\nEpoch 0: |          | 4179/? [34:00<00:00,  2.05it/s]\nEpoch 0: |          | 4180/? [34:00<00:00,  2.05it/s]\nEpoch 0: |          | 4180/? [34:00<00:00,  2.05it/s]\nEpoch 0: |          | 4181/? [34:01<00:00,  2.05it/s]\nEpoch 0: |          | 4181/? [34:01<00:00,  2.05it/s]\nEpoch 0: |          | 4182/? [34:01<00:00,  2.05it/s]\nEpoch 0: |          | 4182/? [34:01<00:00,  2.05it/s]\nEpoch 0: |          | 4183/? [34:02<00:00,  2.05it/s]\nEpoch 0: |          | 4183/? [34:02<00:00,  2.05it/s]\nEpoch 0: |          | 4184/? [34:02<00:00,  2.05it/s]\nEpoch 0: |          | 4184/? [34:02<00:00,  2.05it/s]\nEpoch 0: |          | 4185/? [34:02<00:00,  2.05it/s]\nEpoch 0: |          | 4185/? [34:02<00:00,  2.05it/s]\nEpoch 0: |          | 4186/? [34:03<00:00,  2.05it/s]\nEpoch 0: |          | 4186/? [34:03<00:00,  2.05it/s]\nEpoch 0: |          | 4187/? [34:03<00:00,  2.05it/s]\nEpoch 0: |          | 4187/? [34:03<00:00,  2.05it/s]\nEpoch 0: |          | 4188/? [34:04<00:00,  2.05it/s]\nEpoch 0: |          | 4188/? [34:04<00:00,  2.05it/s]\nEpoch 0: |          | 4189/? [34:04<00:00,  2.05it/s]\nEpoch 0: |          | 4189/? [34:04<00:00,  2.05it/s]\nEpoch 0: |          | 4190/? [34:04<00:00,  2.05it/s]\nEpoch 0: |          | 4190/? [34:04<00:00,  2.05it/s]\nEpoch 0: |          | 4191/? [34:05<00:00,  2.05it/s]\nEpoch 0: |          | 4191/? [34:05<00:00,  2.05it/s]\nEpoch 0: |          | 4192/? [34:05<00:00,  2.05it/s]\nEpoch 0: |          | 4192/? [34:05<00:00,  2.05it/s]\nEpoch 0: |          | 4193/? [34:06<00:00,  2.05it/s]\nEpoch 0: |          | 4193/? [34:06<00:00,  2.05it/s]\nEpoch 0: |          | 4194/? [34:06<00:00,  2.05it/s]\nEpoch 0: |          | 4194/? [34:06<00:00,  2.05it/s]\nEpoch 0: |          | 4195/? [34:06<00:00,  2.05it/s]\nEpoch 0: |          | 4195/? [34:06<00:00,  2.05it/s]\nEpoch 0: |          | 4196/? [34:07<00:00,  2.05it/s]\nEpoch 0: |          | 4196/? [34:07<00:00,  2.05it/s]\nEpoch 0: |          | 4197/? [34:07<00:00,  2.05it/s]\nEpoch 0: |          | 4197/? [34:07<00:00,  2.05it/s]\nEpoch 0: |          | 4198/? [34:08<00:00,  2.05it/s]\nEpoch 0: |          | 4198/? [34:08<00:00,  2.05it/s]\nEpoch 0: |          | 4199/? [34:08<00:00,  2.05it/s]\nEpoch 0: |          | 4199/? [34:08<00:00,  2.05it/s]\nEpoch 0: |          | 4200/? [34:09<00:00,  2.05it/s]\nEpoch 0: |          | 4200/? [34:09<00:00,  2.05it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  6.00it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  5.29it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  5.29it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  5.15it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 4200/? [34:09<00:00,  2.05it/s]\nEpoch 0: |          | 4201/? [34:10<00:00,  2.05it/s]\nEpoch 0: |          | 4201/? [34:10<00:00,  2.05it/s]\nEpoch 0: |          | 4202/? [34:10<00:00,  2.05it/s]\nEpoch 0: |          | 4202/? [34:10<00:00,  2.05it/s]\nEpoch 0: |          | 4203/? [34:11<00:00,  2.05it/s]\nEpoch 0: |          | 4203/? [34:11<00:00,  2.05it/s]\nEpoch 0: |          | 4204/? [34:11<00:00,  2.05it/s]\nEpoch 0: |          | 4204/? [34:11<00:00,  2.05it/s]\nEpoch 0: |          | 4205/? [34:11<00:00,  2.05it/s]\nEpoch 0: |          | 4205/? [34:11<00:00,  2.05it/s]\nEpoch 0: |          | 4206/? [34:12<00:00,  2.05it/s]\nEpoch 0: |          | 4206/? [34:12<00:00,  2.05it/s]\nEpoch 0: |          | 4207/? [34:12<00:00,  2.05it/s]\nEpoch 0: |          | 4207/? [34:12<00:00,  2.05it/s]\nEpoch 0: |          | 4208/? [34:13<00:00,  2.05it/s]\nEpoch 0: |          | 4208/? [34:13<00:00,  2.05it/s]\nEpoch 0: |          | 4209/? [34:13<00:00,  2.05it/s]\nEpoch 0: |          | 4209/? [34:13<00:00,  2.05it/s]\nEpoch 0: |          | 4210/? [34:13<00:00,  2.05it/s]\nEpoch 0: |          | 4210/? [34:13<00:00,  2.05it/s]\nEpoch 0: |          | 4211/? [34:14<00:00,  2.05it/s]\nEpoch 0: |          | 4211/? [34:14<00:00,  2.05it/s]\nEpoch 0: |          | 4212/? [34:14<00:00,  2.05it/s]\nEpoch 0: |          | 4212/? [34:14<00:00,  2.05it/s]\nEpoch 0: |          | 4213/? [34:15<00:00,  2.05it/s]\nEpoch 0: |          | 4213/? [34:15<00:00,  2.05it/s]\nEpoch 0: |          | 4214/? [34:15<00:00,  2.05it/s]\nEpoch 0: |          | 4214/? [34:15<00:00,  2.05it/s]\nEpoch 0: |          | 4215/? [34:15<00:00,  2.05it/s]\nEpoch 0: |          | 4215/? [34:15<00:00,  2.05it/s]\nEpoch 0: |          | 4216/? [34:16<00:00,  2.05it/s]\nEpoch 0: |          | 4216/? [34:16<00:00,  2.05it/s]\nEpoch 0: |          | 4217/? [34:16<00:00,  2.05it/s]\nEpoch 0: |          | 4217/? [34:16<00:00,  2.05it/s]\nEpoch 0: |          | 4218/? [34:17<00:00,  2.05it/s]\nEpoch 0: |          | 4218/? [34:17<00:00,  2.05it/s]\nEpoch 0: |          | 4219/? [34:17<00:00,  2.05it/s]\nEpoch 0: |          | 4219/? [34:17<00:00,  2.05it/s]\nEpoch 0: |          | 4220/? [34:17<00:00,  2.05it/s]\nEpoch 0: |          | 4220/? [34:17<00:00,  2.05it/s]\nEpoch 0: |          | 4221/? [34:18<00:00,  2.05it/s]\nEpoch 0: |          | 4221/? [34:18<00:00,  2.05it/s]\nEpoch 0: |          | 4222/? [34:18<00:00,  2.05it/s]\nEpoch 0: |          | 4222/? [34:18<00:00,  2.05it/s]\nEpoch 0: |          | 4223/? [34:19<00:00,  2.05it/s]\nEpoch 0: |          | 4223/? [34:19<00:00,  2.05it/s]\nEpoch 0: |          | 4224/? [34:19<00:00,  2.05it/s]\nEpoch 0: |          | 4224/? [34:19<00:00,  2.05it/s]\nEpoch 0: |          | 4225/? [34:19<00:00,  2.05it/s]\nEpoch 0: |          | 4225/? [34:20<00:00,  2.05it/s]\nEpoch 0: |          | 4226/? [34:20<00:00,  2.05it/s]\nEpoch 0: |          | 4226/? [34:20<00:00,  2.05it/s]\nEpoch 0: |          | 4227/? [34:20<00:00,  2.05it/s]\nEpoch 0: |          | 4227/? [34:20<00:00,  2.05it/s]\nEpoch 0: |          | 4228/? [34:21<00:00,  2.05it/s]\nEpoch 0: |          | 4228/? [34:21<00:00,  2.05it/s]\nEpoch 0: |          | 4229/? [34:21<00:00,  2.05it/s]\nEpoch 0: |          | 4229/? [34:21<00:00,  2.05it/s]\nEpoch 0: |          | 4230/? [34:22<00:00,  2.05it/s]\nEpoch 0: |          | 4230/? [34:22<00:00,  2.05it/s]\nEpoch 0: |          | 4231/? [34:22<00:00,  2.05it/s]\nEpoch 0: |          | 4231/? [34:22<00:00,  2.05it/s]\nEpoch 0: |          | 4232/? [34:22<00:00,  2.05it/s]\nEpoch 0: |          | 4232/? [34:22<00:00,  2.05it/s]\nEpoch 0: |          | 4233/? [34:23<00:00,  2.05it/s]\nEpoch 0: |          | 4233/? [34:23<00:00,  2.05it/s]\nEpoch 0: |          | 4234/? [34:23<00:00,  2.05it/s]\nEpoch 0: |          | 4234/? [34:23<00:00,  2.05it/s]\nEpoch 0: |          | 4235/? [34:24<00:00,  2.05it/s]\nEpoch 0: |          | 4235/? [34:24<00:00,  2.05it/s]\nEpoch 0: |          | 4236/? [34:24<00:00,  2.05it/s]\nEpoch 0: |          | 4236/? [34:24<00:00,  2.05it/s]\nEpoch 0: |          | 4237/? [34:24<00:00,  2.05it/s]\nEpoch 0: |          | 4237/? [34:24<00:00,  2.05it/s]\nEpoch 0: |          | 4238/? [34:25<00:00,  2.05it/s]\nEpoch 0: |          | 4238/? [34:25<00:00,  2.05it/s]\nEpoch 0: |          | 4239/? [34:25<00:00,  2.05it/s]\nEpoch 0: |          | 4239/? [34:25<00:00,  2.05it/s]\nEpoch 0: |          | 4240/? [34:26<00:00,  2.05it/s]\nEpoch 0: |          | 4240/? [34:26<00:00,  2.05it/s]\nEpoch 0: |          | 4241/? [34:26<00:00,  2.05it/s]\nEpoch 0: |          | 4241/? [34:26<00:00,  2.05it/s]\nEpoch 0: |          | 4242/? [34:26<00:00,  2.05it/s]\nEpoch 0: |          | 4242/? [34:26<00:00,  2.05it/s]\nEpoch 0: |          | 4243/? [34:27<00:00,  2.05it/s]\nEpoch 0: |          | 4243/? [34:27<00:00,  2.05it/s]\nEpoch 0: |          | 4244/? [34:27<00:00,  2.05it/s]\nEpoch 0: |          | 4244/? [34:27<00:00,  2.05it/s]\nEpoch 0: |          | 4245/? [34:28<00:00,  2.05it/s]\nEpoch 0: |          | 4245/? [34:28<00:00,  2.05it/s]\nEpoch 0: |          | 4246/? [34:28<00:00,  2.05it/s]\nEpoch 0: |          | 4246/? [34:28<00:00,  2.05it/s]\nEpoch 0: |          | 4247/? [34:28<00:00,  2.05it/s]\nEpoch 0: |          | 4247/? [34:28<00:00,  2.05it/s]\nEpoch 0: |          | 4248/? [34:29<00:00,  2.05it/s]\nEpoch 0: |          | 4248/? [34:29<00:00,  2.05it/s]\nEpoch 0: |          | 4249/? [34:29<00:00,  2.05it/s]\nEpoch 0: |          | 4249/? [34:29<00:00,  2.05it/s]\nEpoch 0: |          | 4250/? [34:30<00:00,  2.05it/s]\nEpoch 0: |          | 4250/? [34:30<00:00,  2.05it/s]\nEpoch 0: |          | 4251/? [34:30<00:00,  2.05it/s]\nEpoch 0: |          | 4251/? [34:30<00:00,  2.05it/s]\nEpoch 0: |          | 4252/? [34:30<00:00,  2.05it/s]\nEpoch 0: |          | 4252/? [34:30<00:00,  2.05it/s]\nEpoch 0: |          | 4253/? [34:31<00:00,  2.05it/s]\nEpoch 0: |          | 4253/? [34:31<00:00,  2.05it/s]\nEpoch 0: |          | 4254/? [34:31<00:00,  2.05it/s]\nEpoch 0: |          | 4254/? [34:31<00:00,  2.05it/s]\nEpoch 0: |          | 4255/? [34:32<00:00,  2.05it/s]\nEpoch 0: |          | 4255/? [34:32<00:00,  2.05it/s]\nEpoch 0: |          | 4256/? [34:32<00:00,  2.05it/s]\nEpoch 0: |          | 4256/? [34:32<00:00,  2.05it/s]\nEpoch 0: |          | 4257/? [34:32<00:00,  2.05it/s]\nEpoch 0: |          | 4257/? [34:32<00:00,  2.05it/s]\nEpoch 0: |          | 4258/? [34:33<00:00,  2.05it/s]\nEpoch 0: |          | 4258/? [34:33<00:00,  2.05it/s]\nEpoch 0: |          | 4259/? [34:33<00:00,  2.05it/s]\nEpoch 0: |          | 4259/? [34:33<00:00,  2.05it/s]\nEpoch 0: |          | 4260/? [34:34<00:00,  2.05it/s]\nEpoch 0: |          | 4260/? [34:34<00:00,  2.05it/s]\nEpoch 0: |          | 4261/? [34:34<00:00,  2.05it/s]\nEpoch 0: |          | 4261/? [34:34<00:00,  2.05it/s]\nEpoch 0: |          | 4262/? [34:34<00:00,  2.05it/s]\nEpoch 0: |          | 4262/? [34:34<00:00,  2.05it/s]\nEpoch 0: |          | 4263/? [34:35<00:00,  2.05it/s]\nEpoch 0: |          | 4263/? [34:35<00:00,  2.05it/s]\nEpoch 0: |          | 4264/? [34:35<00:00,  2.05it/s]\nEpoch 0: |          | 4264/? [34:35<00:00,  2.05it/s]\nEpoch 0: |          | 4265/? [34:36<00:00,  2.05it/s]\nEpoch 0: |          | 4265/? [34:36<00:00,  2.05it/s]\nEpoch 0: |          | 4266/? [34:36<00:00,  2.05it/s]\nEpoch 0: |          | 4266/? [34:36<00:00,  2.05it/s]\nEpoch 0: |          | 4267/? [34:36<00:00,  2.05it/s]\nEpoch 0: |          | 4267/? [34:36<00:00,  2.05it/s]\nEpoch 0: |          | 4268/? [34:37<00:00,  2.05it/s]\nEpoch 0: |          | 4268/? [34:37<00:00,  2.05it/s]\nEpoch 0: |          | 4269/? [34:37<00:00,  2.05it/s]\nEpoch 0: |          | 4269/? [34:37<00:00,  2.05it/s]\nEpoch 0: |          | 4270/? [34:38<00:00,  2.05it/s]\nEpoch 0: |          | 4270/? [34:38<00:00,  2.05it/s]\nEpoch 0: |          | 4271/? [34:38<00:00,  2.05it/s]\nEpoch 0: |          | 4271/? [34:38<00:00,  2.05it/s]\nEpoch 0: |          | 4272/? [34:38<00:00,  2.05it/s]\nEpoch 0: |          | 4272/? [34:38<00:00,  2.05it/s]\nEpoch 0: |          | 4273/? [34:39<00:00,  2.05it/s]\nEpoch 0: |          | 4273/? [34:39<00:00,  2.05it/s]\nEpoch 0: |          | 4274/? [34:39<00:00,  2.06it/s]\nEpoch 0: |          | 4274/? [34:39<00:00,  2.06it/s]\nEpoch 0: |          | 4275/? [34:40<00:00,  2.06it/s]\nEpoch 0: |          | 4275/? [34:40<00:00,  2.06it/s]\nEpoch 0: |          | 4276/? [34:40<00:00,  2.06it/s]\nEpoch 0: |          | 4276/? [34:40<00:00,  2.06it/s]\nEpoch 0: |          | 4277/? [34:41<00:00,  2.06it/s]\nEpoch 0: |          | 4277/? [34:41<00:00,  2.06it/s]\nEpoch 0: |          | 4278/? [34:41<00:00,  2.06it/s]\nEpoch 0: |          | 4278/? [34:41<00:00,  2.06it/s]\nEpoch 0: |          | 4279/? [34:41<00:00,  2.06it/s]\nEpoch 0: |          | 4279/? [34:41<00:00,  2.06it/s]\nEpoch 0: |          | 4280/? [34:42<00:00,  2.06it/s]\nEpoch 0: |          | 4280/? [34:42<00:00,  2.06it/s]\nEpoch 0: |          | 4281/? [34:42<00:00,  2.06it/s]\nEpoch 0: |          | 4281/? [34:42<00:00,  2.06it/s]\nEpoch 0: |          | 4282/? [34:43<00:00,  2.06it/s]\nEpoch 0: |          | 4282/? [34:43<00:00,  2.06it/s]\nEpoch 0: |          | 4283/? [34:43<00:00,  2.06it/s]\nEpoch 0: |          | 4283/? [34:43<00:00,  2.06it/s]\nEpoch 0: |          | 4284/? [34:43<00:00,  2.06it/s]\nEpoch 0: |          | 4284/? [34:43<00:00,  2.06it/s]\nEpoch 0: |          | 4285/? [34:44<00:00,  2.06it/s]\nEpoch 0: |          | 4285/? [34:44<00:00,  2.06it/s]\nEpoch 0: |          | 4286/? [34:44<00:00,  2.06it/s]\nEpoch 0: |          | 4286/? [34:44<00:00,  2.06it/s]\nEpoch 0: |          | 4287/? [34:45<00:00,  2.06it/s]\nEpoch 0: |          | 4287/? [34:45<00:00,  2.06it/s]\nEpoch 0: |          | 4288/? [34:45<00:00,  2.06it/s]\nEpoch 0: |          | 4288/? [34:45<00:00,  2.06it/s]\nEpoch 0: |          | 4289/? [34:45<00:00,  2.06it/s]\nEpoch 0: |          | 4289/? [34:45<00:00,  2.06it/s]\nEpoch 0: |          | 4290/? [34:46<00:00,  2.06it/s]\nEpoch 0: |          | 4290/? [34:46<00:00,  2.06it/s]\nEpoch 0: |          | 4291/? [34:46<00:00,  2.06it/s]\nEpoch 0: |          | 4291/? [34:46<00:00,  2.06it/s]\nEpoch 0: |          | 4292/? [34:47<00:00,  2.06it/s]\nEpoch 0: |          | 4292/? [34:47<00:00,  2.06it/s]\nEpoch 0: |          | 4293/? [34:47<00:00,  2.06it/s]\nEpoch 0: |          | 4293/? [34:47<00:00,  2.06it/s]\nEpoch 0: |          | 4294/? [34:47<00:00,  2.06it/s]\nEpoch 0: |          | 4294/? [34:47<00:00,  2.06it/s]\nEpoch 0: |          | 4295/? [34:48<00:00,  2.06it/s]\nEpoch 0: |          | 4295/? [34:48<00:00,  2.06it/s]\nEpoch 0: |          | 4296/? [34:48<00:00,  2.06it/s]\nEpoch 0: |          | 4296/? [34:48<00:00,  2.06it/s]\nEpoch 0: |          | 4297/? [34:49<00:00,  2.06it/s]\nEpoch 0: |          | 4297/? [34:49<00:00,  2.06it/s]\nEpoch 0: |          | 4298/? [34:49<00:00,  2.06it/s]\nEpoch 0: |          | 4298/? [34:49<00:00,  2.06it/s]\nEpoch 0: |          | 4299/? [34:49<00:00,  2.06it/s]\nEpoch 0: |          | 4299/? [34:49<00:00,  2.06it/s]\nEpoch 0: |          | 4300/? [34:50<00:00,  2.06it/s]\nEpoch 0: |          | 4300/? [34:50<00:00,  2.06it/s]\nEpoch 0: |          | 4301/? [34:50<00:00,  2.06it/s]\nEpoch 0: |          | 4301/? [34:50<00:00,  2.06it/s]\nEpoch 0: |          | 4302/? [34:51<00:00,  2.06it/s]\nEpoch 0: |          | 4302/? [34:51<00:00,  2.06it/s]\nEpoch 0: |          | 4303/? [34:51<00:00,  2.06it/s]\nEpoch 0: |          | 4303/? [34:51<00:00,  2.06it/s]\nEpoch 0: |          | 4304/? [34:51<00:00,  2.06it/s]\nEpoch 0: |          | 4304/? [34:51<00:00,  2.06it/s]\nEpoch 0: |          | 4305/? [34:52<00:00,  2.06it/s]\nEpoch 0: |          | 4305/? [34:52<00:00,  2.06it/s]\nEpoch 0: |          | 4306/? [34:52<00:00,  2.06it/s]\nEpoch 0: |          | 4306/? [34:52<00:00,  2.06it/s]\nEpoch 0: |          | 4307/? [34:53<00:00,  2.06it/s]\nEpoch 0: |          | 4307/? [34:53<00:00,  2.06it/s]\nEpoch 0: |          | 4308/? [34:53<00:00,  2.06it/s]\nEpoch 0: |          | 4308/? [34:53<00:00,  2.06it/s]\nEpoch 0: |          | 4309/? [34:53<00:00,  2.06it/s]\nEpoch 0: |          | 4309/? [34:53<00:00,  2.06it/s]\nEpoch 0: |          | 4310/? [34:54<00:00,  2.06it/s]\nEpoch 0: |          | 4310/? [34:54<00:00,  2.06it/s]\nEpoch 0: |          | 4311/? [34:54<00:00,  2.06it/s]\nEpoch 0: |          | 4311/? [34:54<00:00,  2.06it/s]\nEpoch 0: |          | 4312/? [34:55<00:00,  2.06it/s]\nEpoch 0: |          | 4312/? [34:55<00:00,  2.06it/s]\nEpoch 0: |          | 4313/? [34:55<00:00,  2.06it/s]\nEpoch 0: |          | 4313/? [34:55<00:00,  2.06it/s]\nEpoch 0: |          | 4314/? [34:55<00:00,  2.06it/s]\nEpoch 0: |          | 4314/? [34:55<00:00,  2.06it/s]\nEpoch 0: |          | 4315/? [34:56<00:00,  2.06it/s]\nEpoch 0: |          | 4315/? [34:56<00:00,  2.06it/s]\nEpoch 0: |          | 4316/? [34:56<00:00,  2.06it/s]\nEpoch 0: |          | 4316/? [34:56<00:00,  2.06it/s]\nEpoch 0: |          | 4317/? [34:57<00:00,  2.06it/s]\nEpoch 0: |          | 4317/? [34:57<00:00,  2.06it/s]\nEpoch 0: |          | 4318/? [34:57<00:00,  2.06it/s]\nEpoch 0: |          | 4318/? [34:57<00:00,  2.06it/s]\nEpoch 0: |          | 4319/? [34:57<00:00,  2.06it/s]\nEpoch 0: |          | 4319/? [34:57<00:00,  2.06it/s]\nEpoch 0: |          | 4320/? [34:58<00:00,  2.06it/s]\nEpoch 0: |          | 4320/? [34:58<00:00,  2.06it/s]\nEpoch 0: |          | 4321/? [34:58<00:00,  2.06it/s]\nEpoch 0: |          | 4321/? [34:58<00:00,  2.06it/s]\nEpoch 0: |          | 4322/? [34:59<00:00,  2.06it/s]\nEpoch 0: |          | 4322/? [34:59<00:00,  2.06it/s]\nEpoch 0: |          | 4323/? [34:59<00:00,  2.06it/s]\nEpoch 0: |          | 4323/? [34:59<00:00,  2.06it/s]\nEpoch 0: |          | 4324/? [34:59<00:00,  2.06it/s]\nEpoch 0: |          | 4324/? [34:59<00:00,  2.06it/s]\nEpoch 0: |          | 4325/? [35:00<00:00,  2.06it/s]\nEpoch 0: |          | 4325/? [35:00<00:00,  2.06it/s]\nEpoch 0: |          | 4326/? [35:00<00:00,  2.06it/s]\nEpoch 0: |          | 4326/? [35:00<00:00,  2.06it/s]\nEpoch 0: |          | 4327/? [35:01<00:00,  2.06it/s]\nEpoch 0: |          | 4327/? [35:01<00:00,  2.06it/s]\nEpoch 0: |          | 4328/? [35:01<00:00,  2.06it/s]\nEpoch 0: |          | 4328/? [35:01<00:00,  2.06it/s]\nEpoch 0: |          | 4329/? [35:01<00:00,  2.06it/s]\nEpoch 0: |          | 4329/? [35:01<00:00,  2.06it/s]\nEpoch 0: |          | 4330/? [35:02<00:00,  2.06it/s]\nEpoch 0: |          | 4330/? [35:02<00:00,  2.06it/s]\nEpoch 0: |          | 4331/? [35:02<00:00,  2.06it/s]\nEpoch 0: |          | 4331/? [35:02<00:00,  2.06it/s]\nEpoch 0: |          | 4332/? [35:03<00:00,  2.06it/s]\nEpoch 0: |          | 4332/? [35:03<00:00,  2.06it/s]\nEpoch 0: |          | 4333/? [35:03<00:00,  2.06it/s]\nEpoch 0: |          | 4333/? [35:03<00:00,  2.06it/s]\nEpoch 0: |          | 4334/? [35:03<00:00,  2.06it/s]\nEpoch 0: |          | 4334/? [35:03<00:00,  2.06it/s]\nEpoch 0: |          | 4335/? [35:04<00:00,  2.06it/s]\nEpoch 0: |          | 4335/? [35:04<00:00,  2.06it/s]\nEpoch 0: |          | 4336/? [35:04<00:00,  2.06it/s]\nEpoch 0: |          | 4336/? [35:04<00:00,  2.06it/s]\nEpoch 0: |          | 4337/? [35:05<00:00,  2.06it/s]\nEpoch 0: |          | 4337/? [35:05<00:00,  2.06it/s]\nEpoch 0: |          | 4338/? [35:05<00:00,  2.06it/s]\nEpoch 0: |          | 4338/? [35:05<00:00,  2.06it/s]\nEpoch 0: |          | 4339/? [35:05<00:00,  2.06it/s]\nEpoch 0: |          | 4339/? [35:05<00:00,  2.06it/s]\nEpoch 0: |          | 4340/? [35:06<00:00,  2.06it/s]\nEpoch 0: |          | 4340/? [35:06<00:00,  2.06it/s]\nEpoch 0: |          | 4341/? [35:06<00:00,  2.06it/s]\nEpoch 0: |          | 4341/? [35:06<00:00,  2.06it/s]\nEpoch 0: |          | 4342/? [35:07<00:00,  2.06it/s]\nEpoch 0: |          | 4342/? [35:07<00:00,  2.06it/s]\nEpoch 0: |          | 4343/? [35:07<00:00,  2.06it/s]\nEpoch 0: |          | 4343/? [35:07<00:00,  2.06it/s]\nEpoch 0: |          | 4344/? [35:07<00:00,  2.06it/s]\nEpoch 0: |          | 4344/? [35:07<00:00,  2.06it/s]\nEpoch 0: |          | 4345/? [35:08<00:00,  2.06it/s]\nEpoch 0: |          | 4345/? [35:08<00:00,  2.06it/s]\nEpoch 0: |          | 4346/? [35:08<00:00,  2.06it/s]\nEpoch 0: |          | 4346/? [35:08<00:00,  2.06it/s]\nEpoch 0: |          | 4347/? [35:09<00:00,  2.06it/s]\nEpoch 0: |          | 4347/? [35:09<00:00,  2.06it/s]\nEpoch 0: |          | 4348/? [35:09<00:00,  2.06it/s]\nEpoch 0: |          | 4348/? [35:09<00:00,  2.06it/s]\nEpoch 0: |          | 4349/? [35:09<00:00,  2.06it/s]\nEpoch 0: |          | 4349/? [35:09<00:00,  2.06it/s]\nEpoch 0: |          | 4350/? [35:10<00:00,  2.06it/s]\nEpoch 0: |          | 4350/? [35:10<00:00,  2.06it/s]\nEpoch 0: |          | 4351/? [35:10<00:00,  2.06it/s]\nEpoch 0: |          | 4351/? [35:10<00:00,  2.06it/s]\nEpoch 0: |          | 4352/? [35:11<00:00,  2.06it/s]\nEpoch 0: |          | 4352/? [35:11<00:00,  2.06it/s]\nEpoch 0: |          | 4353/? [35:11<00:00,  2.06it/s]\nEpoch 0: |          | 4353/? [35:11<00:00,  2.06it/s]\nEpoch 0: |          | 4354/? [35:11<00:00,  2.06it/s]\nEpoch 0: |          | 4354/? [35:11<00:00,  2.06it/s]\nEpoch 0: |          | 4355/? [35:12<00:00,  2.06it/s]\nEpoch 0: |          | 4355/? [35:12<00:00,  2.06it/s]\nEpoch 0: |          | 4356/? [35:12<00:00,  2.06it/s]\nEpoch 0: |          | 4356/? [35:12<00:00,  2.06it/s]\nEpoch 0: |          | 4357/? [35:13<00:00,  2.06it/s]\nEpoch 0: |          | 4357/? [35:13<00:00,  2.06it/s]\nEpoch 0: |          | 4358/? [35:13<00:00,  2.06it/s]\nEpoch 0: |          | 4358/? [35:13<00:00,  2.06it/s]\nEpoch 0: |          | 4359/? [35:13<00:00,  2.06it/s]\nEpoch 0: |          | 4359/? [35:13<00:00,  2.06it/s]\nEpoch 0: |          | 4360/? [35:14<00:00,  2.06it/s]\nEpoch 0: |          | 4360/? [35:14<00:00,  2.06it/s]\nEpoch 0: |          | 4361/? [35:14<00:00,  2.06it/s]\nEpoch 0: |          | 4361/? [35:14<00:00,  2.06it/s]\nEpoch 0: |          | 4362/? [35:15<00:00,  2.06it/s]\nEpoch 0: |          | 4362/? [35:15<00:00,  2.06it/s]\nEpoch 0: |          | 4363/? [35:15<00:00,  2.06it/s]\nEpoch 0: |          | 4363/? [35:15<00:00,  2.06it/s]\nEpoch 0: |          | 4364/? [35:15<00:00,  2.06it/s]\nEpoch 0: |          | 4364/? [35:15<00:00,  2.06it/s]\nEpoch 0: |          | 4365/? [35:16<00:00,  2.06it/s]\nEpoch 0: |          | 4365/? [35:16<00:00,  2.06it/s]\nEpoch 0: |          | 4366/? [35:16<00:00,  2.06it/s]\nEpoch 0: |          | 4366/? [35:16<00:00,  2.06it/s]\nEpoch 0: |          | 4367/? [35:17<00:00,  2.06it/s]\nEpoch 0: |          | 4367/? [35:17<00:00,  2.06it/s]\nEpoch 0: |          | 4368/? [35:17<00:00,  2.06it/s]\nEpoch 0: |          | 4368/? [35:17<00:00,  2.06it/s]\nEpoch 0: |          | 4369/? [35:17<00:00,  2.06it/s]\nEpoch 0: |          | 4369/? [35:17<00:00,  2.06it/s]\nEpoch 0: |          | 4370/? [35:18<00:00,  2.06it/s]\nEpoch 0: |          | 4370/? [35:18<00:00,  2.06it/s]\nEpoch 0: |          | 4371/? [35:18<00:00,  2.06it/s]\nEpoch 0: |          | 4371/? [35:18<00:00,  2.06it/s]\nEpoch 0: |          | 4372/? [35:19<00:00,  2.06it/s]\nEpoch 0: |          | 4372/? [35:19<00:00,  2.06it/s]\nEpoch 0: |          | 4373/? [35:19<00:00,  2.06it/s]\nEpoch 0: |          | 4373/? [35:19<00:00,  2.06it/s]\nEpoch 0: |          | 4374/? [35:19<00:00,  2.06it/s]\nEpoch 0: |          | 4374/? [35:19<00:00,  2.06it/s]\nEpoch 0: |          | 4375/? [35:20<00:00,  2.06it/s]\nEpoch 0: |          | 4375/? [35:20<00:00,  2.06it/s]\nEpoch 0: |          | 4376/? [35:20<00:00,  2.06it/s]\nEpoch 0: |          | 4376/? [35:20<00:00,  2.06it/s]\nEpoch 0: |          | 4377/? [35:21<00:00,  2.06it/s]\nEpoch 0: |          | 4377/? [35:21<00:00,  2.06it/s]\nEpoch 0: |          | 4378/? [35:21<00:00,  2.06it/s]\nEpoch 0: |          | 4378/? [35:21<00:00,  2.06it/s]\nEpoch 0: |          | 4379/? [35:21<00:00,  2.06it/s]\nEpoch 0: |          | 4379/? [35:21<00:00,  2.06it/s]\nEpoch 0: |          | 4380/? [35:22<00:00,  2.06it/s]\nEpoch 0: |          | 4380/? [35:22<00:00,  2.06it/s]\nEpoch 0: |          | 4381/? [35:22<00:00,  2.06it/s]\nEpoch 0: |          | 4381/? [35:22<00:00,  2.06it/s]\nEpoch 0: |          | 4382/? [35:23<00:00,  2.06it/s]\nEpoch 0: |          | 4382/? [35:23<00:00,  2.06it/s]\nEpoch 0: |          | 4383/? [35:23<00:00,  2.06it/s]\nEpoch 0: |          | 4383/? [35:23<00:00,  2.06it/s]\nEpoch 0: |          | 4384/? [35:23<00:00,  2.06it/s]\nEpoch 0: |          | 4384/? [35:23<00:00,  2.06it/s]\nEpoch 0: |          | 4385/? [35:24<00:00,  2.06it/s]\nEpoch 0: |          | 4385/? [35:24<00:00,  2.06it/s]\nEpoch 0: |          | 4386/? [35:24<00:00,  2.06it/s]\nEpoch 0: |          | 4386/? [35:24<00:00,  2.06it/s]\nEpoch 0: |          | 4387/? [35:25<00:00,  2.06it/s]\nEpoch 0: |          | 4387/? [35:25<00:00,  2.06it/s]\nEpoch 0: |          | 4388/? [35:25<00:00,  2.06it/s]\nEpoch 0: |          | 4388/? [35:25<00:00,  2.06it/s]\nEpoch 0: |          | 4389/? [35:25<00:00,  2.06it/s]\nEpoch 0: |          | 4389/? [35:25<00:00,  2.06it/s]\nEpoch 0: |          | 4390/? [35:26<00:00,  2.06it/s]\nEpoch 0: |          | 4390/? [35:26<00:00,  2.06it/s]\nEpoch 0: |          | 4391/? [35:26<00:00,  2.06it/s]\nEpoch 0: |          | 4391/? [35:26<00:00,  2.06it/s]\nEpoch 0: |          | 4392/? [35:27<00:00,  2.06it/s]\nEpoch 0: |          | 4392/? [35:27<00:00,  2.06it/s]\nEpoch 0: |          | 4393/? [35:27<00:00,  2.06it/s]\nEpoch 0: |          | 4393/? [35:27<00:00,  2.06it/s]\nEpoch 0: |          | 4394/? [35:28<00:00,  2.06it/s]\nEpoch 0: |          | 4394/? [35:28<00:00,  2.06it/s]\nEpoch 0: |          | 4395/? [35:28<00:00,  2.06it/s]\nEpoch 0: |          | 4395/? [35:28<00:00,  2.06it/s]\nEpoch 0: |          | 4396/? [35:28<00:00,  2.07it/s]\nEpoch 0: |          | 4396/? [35:28<00:00,  2.07it/s]\nEpoch 0: |          | 4397/? [35:29<00:00,  2.07it/s]\nEpoch 0: |          | 4397/? [35:29<00:00,  2.07it/s]\nEpoch 0: |          | 4398/? [35:29<00:00,  2.07it/s]\nEpoch 0: |          | 4398/? [35:29<00:00,  2.07it/s]\nEpoch 0: |          | 4399/? [35:30<00:00,  2.07it/s]\nEpoch 0: |          | 4399/? [35:30<00:00,  2.07it/s]\nEpoch 0: |          | 4400/? [35:30<00:00,  2.07it/s]\nEpoch 0: |          | 4400/? [35:30<00:00,  2.07it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  6.94it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  5.89it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  5.91it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  5.79it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 4400/? [35:31<00:00,  2.06it/s]\nEpoch 0: |          | 4401/? [35:31<00:00,  2.06it/s]\nEpoch 0: |          | 4401/? [35:31<00:00,  2.06it/s]\nEpoch 0: |          | 4402/? [35:31<00:00,  2.06it/s]\nEpoch 0: |          | 4402/? [35:31<00:00,  2.06it/s]\nEpoch 0: |          | 4403/? [35:32<00:00,  2.06it/s]\nEpoch 0: |          | 4403/? [35:32<00:00,  2.06it/s]\nEpoch 0: |          | 4404/? [35:32<00:00,  2.06it/s]\nEpoch 0: |          | 4404/? [35:32<00:00,  2.06it/s]\nEpoch 0: |          | 4405/? [35:33<00:00,  2.07it/s]\nEpoch 0: |          | 4405/? [35:33<00:00,  2.07it/s]\nEpoch 0: |          | 4406/? [35:33<00:00,  2.07it/s]\nEpoch 0: |          | 4406/? [35:33<00:00,  2.07it/s]\nEpoch 0: |          | 4407/? [35:33<00:00,  2.07it/s]\nEpoch 0: |          | 4407/? [35:33<00:00,  2.07it/s]\nEpoch 0: |          | 4408/? [35:34<00:00,  2.07it/s]\nEpoch 0: |          | 4408/? [35:34<00:00,  2.07it/s]\nEpoch 0: |          | 4409/? [35:34<00:00,  2.07it/s]\nEpoch 0: |          | 4409/? [35:34<00:00,  2.07it/s]\nEpoch 0: |          | 4410/? [35:35<00:00,  2.07it/s]\nEpoch 0: |          | 4410/? [35:35<00:00,  2.07it/s]\nEpoch 0: |          | 4411/? [35:35<00:00,  2.07it/s]\nEpoch 0: |          | 4411/? [35:35<00:00,  2.07it/s]\nEpoch 0: |          | 4412/? [35:35<00:00,  2.07it/s]\nEpoch 0: |          | 4412/? [35:35<00:00,  2.07it/s]\nEpoch 0: |          | 4413/? [35:36<00:00,  2.07it/s]\nEpoch 0: |          | 4413/? [35:36<00:00,  2.07it/s]\nEpoch 0: |          | 4414/? [35:36<00:00,  2.07it/s]\nEpoch 0: |          | 4414/? [35:36<00:00,  2.07it/s]\nEpoch 0: |          | 4415/? [35:37<00:00,  2.07it/s]\nEpoch 0: |          | 4415/? [35:37<00:00,  2.07it/s]\nEpoch 0: |          | 4416/? [35:37<00:00,  2.07it/s]\nEpoch 0: |          | 4416/? [35:37<00:00,  2.07it/s]\nEpoch 0: |          | 4417/? [35:37<00:00,  2.07it/s]\nEpoch 0: |          | 4417/? [35:37<00:00,  2.07it/s]\nEpoch 0: |          | 4418/? [35:38<00:00,  2.07it/s]\nEpoch 0: |          | 4418/? [35:38<00:00,  2.07it/s]\nEpoch 0: |          | 4419/? [35:38<00:00,  2.07it/s]\nEpoch 0: |          | 4419/? [35:38<00:00,  2.07it/s]\nEpoch 0: |          | 4420/? [35:39<00:00,  2.07it/s]\nEpoch 0: |          | 4420/? [35:39<00:00,  2.07it/s]\nEpoch 0: |          | 4421/? [35:39<00:00,  2.07it/s]\nEpoch 0: |          | 4421/? [35:39<00:00,  2.07it/s]\nEpoch 0: |          | 4422/? [35:39<00:00,  2.07it/s]\nEpoch 0: |          | 4422/? [35:39<00:00,  2.07it/s]\nEpoch 0: |          | 4423/? [35:40<00:00,  2.07it/s]\nEpoch 0: |          | 4423/? [35:40<00:00,  2.07it/s]\nEpoch 0: |          | 4424/? [35:40<00:00,  2.07it/s]\nEpoch 0: |          | 4424/? [35:40<00:00,  2.07it/s]\nEpoch 0: |          | 4425/? [35:41<00:00,  2.07it/s]\nEpoch 0: |          | 4425/? [35:41<00:00,  2.07it/s]\nEpoch 0: |          | 4426/? [35:41<00:00,  2.07it/s]\nEpoch 0: |          | 4426/? [35:41<00:00,  2.07it/s]\nEpoch 0: |          | 4427/? [35:41<00:00,  2.07it/s]\nEpoch 0: |          | 4427/? [35:41<00:00,  2.07it/s]\nEpoch 0: |          | 4428/? [35:42<00:00,  2.07it/s]\nEpoch 0: |          | 4428/? [35:42<00:00,  2.07it/s]\nEpoch 0: |          | 4429/? [35:42<00:00,  2.07it/s]\nEpoch 0: |          | 4429/? [35:42<00:00,  2.07it/s]\nEpoch 0: |          | 4430/? [35:43<00:00,  2.07it/s]\nEpoch 0: |          | 4430/? [35:43<00:00,  2.07it/s]\nEpoch 0: |          | 4431/? [35:43<00:00,  2.07it/s]\nEpoch 0: |          | 4431/? [35:43<00:00,  2.07it/s]\nEpoch 0: |          | 4432/? [35:43<00:00,  2.07it/s]\nEpoch 0: |          | 4432/? [35:43<00:00,  2.07it/s]\nEpoch 0: |          | 4433/? [35:44<00:00,  2.07it/s]\nEpoch 0: |          | 4433/? [35:44<00:00,  2.07it/s]\nEpoch 0: |          | 4434/? [35:44<00:00,  2.07it/s]\nEpoch 0: |          | 4434/? [35:44<00:00,  2.07it/s]\nEpoch 0: |          | 4435/? [35:45<00:00,  2.07it/s]\nEpoch 0: |          | 4435/? [35:45<00:00,  2.07it/s]\nEpoch 0: |          | 4436/? [35:45<00:00,  2.07it/s]\nEpoch 0: |          | 4436/? [35:45<00:00,  2.07it/s]\nEpoch 0: |          | 4437/? [35:45<00:00,  2.07it/s]\nEpoch 0: |          | 4437/? [35:45<00:00,  2.07it/s]\nEpoch 0: |          | 4438/? [35:46<00:00,  2.07it/s]\nEpoch 0: |          | 4438/? [35:46<00:00,  2.07it/s]\nEpoch 0: |          | 4439/? [35:46<00:00,  2.07it/s]\nEpoch 0: |          | 4439/? [35:46<00:00,  2.07it/s]\nEpoch 0: |          | 4440/? [35:47<00:00,  2.07it/s]\nEpoch 0: |          | 4440/? [35:47<00:00,  2.07it/s]\nEpoch 0: |          | 4441/? [35:47<00:00,  2.07it/s]\nEpoch 0: |          | 4441/? [35:47<00:00,  2.07it/s]\nEpoch 0: |          | 4442/? [35:47<00:00,  2.07it/s]\nEpoch 0: |          | 4442/? [35:47<00:00,  2.07it/s]\nEpoch 0: |          | 4443/? [35:48<00:00,  2.07it/s]\nEpoch 0: |          | 4443/? [35:48<00:00,  2.07it/s]\nEpoch 0: |          | 4444/? [35:48<00:00,  2.07it/s]\nEpoch 0: |          | 4444/? [35:48<00:00,  2.07it/s]\nEpoch 0: |          | 4445/? [35:49<00:00,  2.07it/s]\nEpoch 0: |          | 4445/? [35:49<00:00,  2.07it/s]\nEpoch 0: |          | 4446/? [35:49<00:00,  2.07it/s]\nEpoch 0: |          | 4446/? [35:49<00:00,  2.07it/s]\nEpoch 0: |          | 4447/? [35:49<00:00,  2.07it/s]\nEpoch 0: |          | 4447/? [35:49<00:00,  2.07it/s]\nEpoch 0: |          | 4448/? [35:50<00:00,  2.07it/s]\nEpoch 0: |          | 4448/? [35:50<00:00,  2.07it/s]\nEpoch 0: |          | 4449/? [35:50<00:00,  2.07it/s]\nEpoch 0: |          | 4449/? [35:50<00:00,  2.07it/s]\nEpoch 0: |          | 4450/? [35:51<00:00,  2.07it/s]\nEpoch 0: |          | 4450/? [35:51<00:00,  2.07it/s]\nEpoch 0: |          | 4451/? [35:51<00:00,  2.07it/s]\nEpoch 0: |          | 4451/? [35:51<00:00,  2.07it/s]\nEpoch 0: |          | 4452/? [35:51<00:00,  2.07it/s]\nEpoch 0: |          | 4452/? [35:51<00:00,  2.07it/s]\nEpoch 0: |          | 4453/? [35:52<00:00,  2.07it/s]\nEpoch 0: |          | 4453/? [35:52<00:00,  2.07it/s]\nEpoch 0: |          | 4454/? [35:52<00:00,  2.07it/s]\nEpoch 0: |          | 4454/? [35:52<00:00,  2.07it/s]\nEpoch 0: |          | 4455/? [35:53<00:00,  2.07it/s]\nEpoch 0: |          | 4455/? [35:53<00:00,  2.07it/s]\nEpoch 0: |          | 4456/? [35:53<00:00,  2.07it/s]\nEpoch 0: |          | 4456/? [35:53<00:00,  2.07it/s]\nEpoch 0: |          | 4457/? [35:53<00:00,  2.07it/s]\nEpoch 0: |          | 4457/? [35:53<00:00,  2.07it/s]\nEpoch 0: |          | 4458/? [35:54<00:00,  2.07it/s]\nEpoch 0: |          | 4458/? [35:54<00:00,  2.07it/s]\nEpoch 0: |          | 4459/? [35:54<00:00,  2.07it/s]\nEpoch 0: |          | 4459/? [35:54<00:00,  2.07it/s]\nEpoch 0: |          | 4460/? [35:55<00:00,  2.07it/s]\nEpoch 0: |          | 4460/? [35:55<00:00,  2.07it/s]\nEpoch 0: |          | 4461/? [35:55<00:00,  2.07it/s]\nEpoch 0: |          | 4461/? [35:55<00:00,  2.07it/s]\nEpoch 0: |          | 4462/? [35:55<00:00,  2.07it/s]\nEpoch 0: |          | 4462/? [35:55<00:00,  2.07it/s]\nEpoch 0: |          | 4463/? [35:56<00:00,  2.07it/s]\nEpoch 0: |          | 4463/? [35:56<00:00,  2.07it/s]\nEpoch 0: |          | 4464/? [35:56<00:00,  2.07it/s]\nEpoch 0: |          | 4464/? [35:56<00:00,  2.07it/s]\nEpoch 0: |          | 4465/? [35:57<00:00,  2.07it/s]\nEpoch 0: |          | 4465/? [35:57<00:00,  2.07it/s]\nEpoch 0: |          | 4466/? [35:57<00:00,  2.07it/s]\nEpoch 0: |          | 4466/? [35:57<00:00,  2.07it/s]\nEpoch 0: |          | 4467/? [35:57<00:00,  2.07it/s]\nEpoch 0: |          | 4467/? [35:57<00:00,  2.07it/s]\nEpoch 0: |          | 4468/? [35:58<00:00,  2.07it/s]\nEpoch 0: |          | 4468/? [35:58<00:00,  2.07it/s]\nEpoch 0: |          | 4469/? [35:58<00:00,  2.07it/s]\nEpoch 0: |          | 4469/? [35:58<00:00,  2.07it/s]\nEpoch 0: |          | 4470/? [35:59<00:00,  2.07it/s]\nEpoch 0: |          | 4470/? [35:59<00:00,  2.07it/s]\nEpoch 0: |          | 4471/? [35:59<00:00,  2.07it/s]\nEpoch 0: |          | 4471/? [35:59<00:00,  2.07it/s]\nEpoch 0: |          | 4472/? [35:59<00:00,  2.07it/s]\nEpoch 0: |          | 4472/? [35:59<00:00,  2.07it/s]\nEpoch 0: |          | 4473/? [36:00<00:00,  2.07it/s]\nEpoch 0: |          | 4473/? [36:00<00:00,  2.07it/s]\nEpoch 0: |          | 4474/? [36:00<00:00,  2.07it/s]\nEpoch 0: |          | 4474/? [36:00<00:00,  2.07it/s]\nEpoch 0: |          | 4475/? [36:01<00:00,  2.07it/s]\nEpoch 0: |          | 4475/? [36:01<00:00,  2.07it/s]\nEpoch 0: |          | 4476/? [36:01<00:00,  2.07it/s]\nEpoch 0: |          | 4476/? [36:01<00:00,  2.07it/s]\nEpoch 0: |          | 4477/? [36:01<00:00,  2.07it/s]\nEpoch 0: |          | 4477/? [36:01<00:00,  2.07it/s]\nEpoch 0: |          | 4478/? [36:02<00:00,  2.07it/s]\nEpoch 0: |          | 4478/? [36:02<00:00,  2.07it/s]\nEpoch 0: |          | 4479/? [36:02<00:00,  2.07it/s]\nEpoch 0: |          | 4479/? [36:02<00:00,  2.07it/s]\nEpoch 0: |          | 4480/? [36:03<00:00,  2.07it/s]\nEpoch 0: |          | 4480/? [36:03<00:00,  2.07it/s]\nEpoch 0: |          | 4481/? [36:03<00:00,  2.07it/s]\nEpoch 0: |          | 4481/? [36:03<00:00,  2.07it/s]\nEpoch 0: |          | 4482/? [36:03<00:00,  2.07it/s]\nEpoch 0: |          | 4482/? [36:03<00:00,  2.07it/s]\nEpoch 0: |          | 4483/? [36:04<00:00,  2.07it/s]\nEpoch 0: |          | 4483/? [36:04<00:00,  2.07it/s]\nEpoch 0: |          | 4484/? [36:04<00:00,  2.07it/s]\nEpoch 0: |          | 4484/? [36:04<00:00,  2.07it/s]\nEpoch 0: |          | 4485/? [36:05<00:00,  2.07it/s]\nEpoch 0: |          | 4485/? [36:05<00:00,  2.07it/s]\nEpoch 0: |          | 4486/? [36:05<00:00,  2.07it/s]\nEpoch 0: |          | 4486/? [36:05<00:00,  2.07it/s]\nEpoch 0: |          | 4487/? [36:05<00:00,  2.07it/s]\nEpoch 0: |          | 4487/? [36:05<00:00,  2.07it/s]\nEpoch 0: |          | 4488/? [36:06<00:00,  2.07it/s]\nEpoch 0: |          | 4488/? [36:06<00:00,  2.07it/s]\nEpoch 0: |          | 4489/? [36:06<00:00,  2.07it/s]\nEpoch 0: |          | 4489/? [36:06<00:00,  2.07it/s]\nEpoch 0: |          | 4490/? [36:07<00:00,  2.07it/s]\nEpoch 0: |          | 4490/? [36:07<00:00,  2.07it/s]\nEpoch 0: |          | 4491/? [36:07<00:00,  2.07it/s]\nEpoch 0: |          | 4491/? [36:07<00:00,  2.07it/s]\nEpoch 0: |          | 4492/? [36:07<00:00,  2.07it/s]\nEpoch 0: |          | 4492/? [36:07<00:00,  2.07it/s]\nEpoch 0: |          | 4493/? [36:08<00:00,  2.07it/s]\nEpoch 0: |          | 4493/? [36:08<00:00,  2.07it/s]\nEpoch 0: |          | 4494/? [36:08<00:00,  2.07it/s]\nEpoch 0: |          | 4494/? [36:08<00:00,  2.07it/s]\nEpoch 0: |          | 4495/? [36:09<00:00,  2.07it/s]\nEpoch 0: |          | 4495/? [36:09<00:00,  2.07it/s]\nEpoch 0: |          | 4496/? [36:09<00:00,  2.07it/s]\nEpoch 0: |          | 4496/? [36:09<00:00,  2.07it/s]\nEpoch 0: |          | 4497/? [36:09<00:00,  2.07it/s]\nEpoch 0: |          | 4497/? [36:09<00:00,  2.07it/s]\nEpoch 0: |          | 4498/? [36:10<00:00,  2.07it/s]\nEpoch 0: |          | 4498/? [36:10<00:00,  2.07it/s]\nEpoch 0: |          | 4499/? [36:10<00:00,  2.07it/s]\nEpoch 0: |          | 4499/? [36:10<00:00,  2.07it/s]\nEpoch 0: |          | 4500/? [36:11<00:00,  2.07it/s]\nEpoch 0: |          | 4500/? [36:11<00:00,  2.07it/s]\nEpoch 0: |          | 4501/? [36:11<00:00,  2.07it/s]\nEpoch 0: |          | 4501/? [36:11<00:00,  2.07it/s]\nEpoch 0: |          | 4502/? [36:11<00:00,  2.07it/s]\nEpoch 0: |          | 4502/? [36:11<00:00,  2.07it/s]\nEpoch 0: |          | 4503/? [36:12<00:00,  2.07it/s]\nEpoch 0: |          | 4503/? [36:12<00:00,  2.07it/s]\nEpoch 0: |          | 4504/? [36:12<00:00,  2.07it/s]\nEpoch 0: |          | 4504/? [36:12<00:00,  2.07it/s]\nEpoch 0: |          | 4505/? [36:13<00:00,  2.07it/s]\nEpoch 0: |          | 4505/? [36:13<00:00,  2.07it/s]\nEpoch 0: |          | 4506/? [36:13<00:00,  2.07it/s]\nEpoch 0: |          | 4506/? [36:13<00:00,  2.07it/s]\nEpoch 0: |          | 4507/? [36:13<00:00,  2.07it/s]\nEpoch 0: |          | 4507/? [36:13<00:00,  2.07it/s]\nEpoch 0: |          | 4508/? [36:14<00:00,  2.07it/s]\nEpoch 0: |          | 4508/? [36:14<00:00,  2.07it/s]\nEpoch 0: |          | 4509/? [36:14<00:00,  2.07it/s]\nEpoch 0: |          | 4509/? [36:14<00:00,  2.07it/s]\nEpoch 0: |          | 4510/? [36:15<00:00,  2.07it/s]\nEpoch 0: |          | 4510/? [36:15<00:00,  2.07it/s]\nEpoch 0: |          | 4511/? [36:15<00:00,  2.07it/s]\nEpoch 0: |          | 4511/? [36:15<00:00,  2.07it/s]\nEpoch 0: |          | 4512/? [36:15<00:00,  2.07it/s]\nEpoch 0: |          | 4512/? [36:15<00:00,  2.07it/s]\nEpoch 0: |          | 4513/? [36:16<00:00,  2.07it/s]\nEpoch 0: |          | 4513/? [36:16<00:00,  2.07it/s]\nEpoch 0: |          | 4514/? [36:16<00:00,  2.07it/s]\nEpoch 0: |          | 4514/? [36:16<00:00,  2.07it/s]\nEpoch 0: |          | 4515/? [36:17<00:00,  2.07it/s]\nEpoch 0: |          | 4515/? [36:17<00:00,  2.07it/s]\nEpoch 0: |          | 4516/? [36:17<00:00,  2.07it/s]\nEpoch 0: |          | 4516/? [36:17<00:00,  2.07it/s]\nEpoch 0: |          | 4517/? [36:17<00:00,  2.07it/s]\nEpoch 0: |          | 4517/? [36:17<00:00,  2.07it/s]\nEpoch 0: |          | 4518/? [36:18<00:00,  2.07it/s]\nEpoch 0: |          | 4518/? [36:18<00:00,  2.07it/s]\nEpoch 0: |          | 4519/? [36:18<00:00,  2.07it/s]\nEpoch 0: |          | 4519/? [36:18<00:00,  2.07it/s]\nEpoch 0: |          | 4520/? [36:19<00:00,  2.07it/s]\nEpoch 0: |          | 4520/? [36:19<00:00,  2.07it/s]\nEpoch 0: |          | 4521/? [36:19<00:00,  2.07it/s]\nEpoch 0: |          | 4521/? [36:19<00:00,  2.07it/s]\nEpoch 0: |          | 4522/? [36:19<00:00,  2.07it/s]\nEpoch 0: |          | 4522/? [36:19<00:00,  2.07it/s]\nEpoch 0: |          | 4523/? [36:20<00:00,  2.07it/s]\nEpoch 0: |          | 4523/? [36:20<00:00,  2.07it/s]\nEpoch 0: |          | 4524/? [36:20<00:00,  2.07it/s]\nEpoch 0: |          | 4524/? [36:20<00:00,  2.07it/s]\nEpoch 0: |          | 4525/? [36:21<00:00,  2.07it/s]\nEpoch 0: |          | 4525/? [36:21<00:00,  2.07it/s]\nEpoch 0: |          | 4526/? [36:21<00:00,  2.07it/s]\nEpoch 0: |          | 4526/? [36:21<00:00,  2.07it/s]\nEpoch 0: |          | 4527/? [36:21<00:00,  2.07it/s]\nEpoch 0: |          | 4527/? [36:21<00:00,  2.07it/s]\nEpoch 0: |          | 4528/? [36:22<00:00,  2.07it/s]\nEpoch 0: |          | 4528/? [36:22<00:00,  2.07it/s]\nEpoch 0: |          | 4529/? [36:22<00:00,  2.07it/s]\nEpoch 0: |          | 4529/? [36:22<00:00,  2.07it/s]\nEpoch 0: |          | 4530/? [36:23<00:00,  2.07it/s]\nEpoch 0: |          | 4530/? [36:23<00:00,  2.07it/s]\nEpoch 0: |          | 4531/? [36:23<00:00,  2.08it/s]\nEpoch 0: |          | 4531/? [36:23<00:00,  2.08it/s]\nEpoch 0: |          | 4532/? [36:23<00:00,  2.08it/s]\nEpoch 0: |          | 4532/? [36:23<00:00,  2.08it/s]\nEpoch 0: |          | 4533/? [36:24<00:00,  2.08it/s]\nEpoch 0: |          | 4533/? [36:24<00:00,  2.08it/s]\nEpoch 0: |          | 4534/? [36:24<00:00,  2.08it/s]\nEpoch 0: |          | 4534/? [36:24<00:00,  2.08it/s]\nEpoch 0: |          | 4535/? [36:25<00:00,  2.08it/s]\nEpoch 0: |          | 4535/? [36:25<00:00,  2.08it/s]\nEpoch 0: |          | 4536/? [36:25<00:00,  2.08it/s]\nEpoch 0: |          | 4536/? [36:25<00:00,  2.08it/s]\nEpoch 0: |          | 4537/? [36:26<00:00,  2.08it/s]\nEpoch 0: |          | 4537/? [36:26<00:00,  2.08it/s]\nEpoch 0: |          | 4538/? [36:26<00:00,  2.08it/s]\nEpoch 0: |          | 4538/? [36:26<00:00,  2.08it/s]\nEpoch 0: |          | 4539/? [36:26<00:00,  2.08it/s]\nEpoch 0: |          | 4539/? [36:26<00:00,  2.08it/s]\nEpoch 0: |          | 4540/? [36:27<00:00,  2.08it/s]\nEpoch 0: |          | 4540/? [36:27<00:00,  2.08it/s]\nEpoch 0: |          | 4541/? [36:27<00:00,  2.08it/s]\nEpoch 0: |          | 4541/? [36:27<00:00,  2.08it/s]\nEpoch 0: |          | 4542/? [36:28<00:00,  2.08it/s]\nEpoch 0: |          | 4542/? [36:28<00:00,  2.08it/s]\nEpoch 0: |          | 4543/? [36:28<00:00,  2.08it/s]\nEpoch 0: |          | 4543/? [36:28<00:00,  2.08it/s]\nEpoch 0: |          | 4544/? [36:28<00:00,  2.08it/s]\nEpoch 0: |          | 4544/? [36:28<00:00,  2.08it/s]\nEpoch 0: |          | 4545/? [36:29<00:00,  2.08it/s]\nEpoch 0: |          | 4545/? [36:29<00:00,  2.08it/s]\nEpoch 0: |          | 4546/? [36:29<00:00,  2.08it/s]\nEpoch 0: |          | 4546/? [36:29<00:00,  2.08it/s]\nEpoch 0: |          | 4547/? [36:30<00:00,  2.08it/s]\nEpoch 0: |          | 4547/? [36:30<00:00,  2.08it/s]\nEpoch 0: |          | 4548/? [36:30<00:00,  2.08it/s]\nEpoch 0: |          | 4548/? [36:30<00:00,  2.08it/s]\nEpoch 0: |          | 4549/? [36:30<00:00,  2.08it/s]\nEpoch 0: |          | 4549/? [36:30<00:00,  2.08it/s]\nEpoch 0: |          | 4550/? [36:31<00:00,  2.08it/s]\nEpoch 0: |          | 4550/? [36:31<00:00,  2.08it/s]\nEpoch 0: |          | 4551/? [36:31<00:00,  2.08it/s]\nEpoch 0: |          | 4551/? [36:31<00:00,  2.08it/s]\nEpoch 0: |          | 4552/? [36:32<00:00,  2.08it/s]\nEpoch 0: |          | 4552/? [36:32<00:00,  2.08it/s]\nEpoch 0: |          | 4553/? [36:32<00:00,  2.08it/s]\nEpoch 0: |          | 4553/? [36:32<00:00,  2.08it/s]\nEpoch 0: |          | 4554/? [36:32<00:00,  2.08it/s]\nEpoch 0: |          | 4554/? [36:32<00:00,  2.08it/s]\nEpoch 0: |          | 4555/? [36:33<00:00,  2.08it/s]\nEpoch 0: |          | 4555/? [36:33<00:00,  2.08it/s]\nEpoch 0: |          | 4556/? [36:33<00:00,  2.08it/s]\nEpoch 0: |          | 4556/? [36:33<00:00,  2.08it/s]\nEpoch 0: |          | 4557/? [36:34<00:00,  2.08it/s]\nEpoch 0: |          | 4557/? [36:34<00:00,  2.08it/s]\nEpoch 0: |          | 4558/? [36:34<00:00,  2.08it/s]\nEpoch 0: |          | 4558/? [36:34<00:00,  2.08it/s]\nEpoch 0: |          | 4559/? [36:34<00:00,  2.08it/s]\nEpoch 0: |          | 4559/? [36:34<00:00,  2.08it/s]\nEpoch 0: |          | 4560/? [36:35<00:00,  2.08it/s]\nEpoch 0: |          | 4560/? [36:35<00:00,  2.08it/s]\nEpoch 0: |          | 4561/? [36:35<00:00,  2.08it/s]\nEpoch 0: |          | 4561/? [36:35<00:00,  2.08it/s]\nEpoch 0: |          | 4562/? [36:36<00:00,  2.08it/s]\nEpoch 0: |          | 4562/? [36:36<00:00,  2.08it/s]\nEpoch 0: |          | 4563/? [36:36<00:00,  2.08it/s]\nEpoch 0: |          | 4563/? [36:36<00:00,  2.08it/s]\nEpoch 0: |          | 4564/? [36:36<00:00,  2.08it/s]\nEpoch 0: |          | 4564/? [36:36<00:00,  2.08it/s]\nEpoch 0: |          | 4565/? [36:37<00:00,  2.08it/s]\nEpoch 0: |          | 4565/? [36:37<00:00,  2.08it/s]\nEpoch 0: |          | 4566/? [36:37<00:00,  2.08it/s]\nEpoch 0: |          | 4566/? [36:37<00:00,  2.08it/s]\nEpoch 0: |          | 4567/? [36:38<00:00,  2.08it/s]\nEpoch 0: |          | 4567/? [36:38<00:00,  2.08it/s]\nEpoch 0: |          | 4568/? [36:38<00:00,  2.08it/s]\nEpoch 0: |          | 4568/? [36:38<00:00,  2.08it/s]\nEpoch 0: |          | 4569/? [36:38<00:00,  2.08it/s]\nEpoch 0: |          | 4569/? [36:38<00:00,  2.08it/s]\nEpoch 0: |          | 4570/? [36:39<00:00,  2.08it/s]\nEpoch 0: |          | 4570/? [36:39<00:00,  2.08it/s]\nEpoch 0: |          | 4571/? [36:39<00:00,  2.08it/s]\nEpoch 0: |          | 4571/? [36:39<00:00,  2.08it/s]\nEpoch 0: |          | 4572/? [36:40<00:00,  2.08it/s]\nEpoch 0: |          | 4572/? [36:40<00:00,  2.08it/s]\nEpoch 0: |          | 4573/? [36:40<00:00,  2.08it/s]\nEpoch 0: |          | 4573/? [36:40<00:00,  2.08it/s]\nEpoch 0: |          | 4574/? [36:40<00:00,  2.08it/s]\nEpoch 0: |          | 4574/? [36:40<00:00,  2.08it/s]\nEpoch 0: |          | 4575/? [36:41<00:00,  2.08it/s]\nEpoch 0: |          | 4575/? [36:41<00:00,  2.08it/s]\nEpoch 0: |          | 4576/? [36:41<00:00,  2.08it/s]\nEpoch 0: |          | 4576/? [36:41<00:00,  2.08it/s]\nEpoch 0: |          | 4577/? [36:42<00:00,  2.08it/s]\nEpoch 0: |          | 4577/? [36:42<00:00,  2.08it/s]\nEpoch 0: |          | 4578/? [36:42<00:00,  2.08it/s]\nEpoch 0: |          | 4578/? [36:42<00:00,  2.08it/s]\nEpoch 0: |          | 4579/? [36:42<00:00,  2.08it/s]\nEpoch 0: |          | 4579/? [36:42<00:00,  2.08it/s]\nEpoch 0: |          | 4580/? [36:43<00:00,  2.08it/s]\nEpoch 0: |          | 4580/? [36:43<00:00,  2.08it/s]\nEpoch 0: |          | 4581/? [36:43<00:00,  2.08it/s]\nEpoch 0: |          | 4581/? [36:43<00:00,  2.08it/s]\nEpoch 0: |          | 4582/? [36:44<00:00,  2.08it/s]\nEpoch 0: |          | 4582/? [36:44<00:00,  2.08it/s]\nEpoch 0: |          | 4583/? [36:44<00:00,  2.08it/s]\nEpoch 0: |          | 4583/? [36:44<00:00,  2.08it/s]\nEpoch 0: |          | 4584/? [36:44<00:00,  2.08it/s]\nEpoch 0: |          | 4584/? [36:44<00:00,  2.08it/s]\nEpoch 0: |          | 4585/? [36:45<00:00,  2.08it/s]\nEpoch 0: |          | 4585/? [36:45<00:00,  2.08it/s]\nEpoch 0: |          | 4586/? [36:45<00:00,  2.08it/s]\nEpoch 0: |          | 4586/? [36:45<00:00,  2.08it/s]\nEpoch 0: |          | 4587/? [36:46<00:00,  2.08it/s]\nEpoch 0: |          | 4587/? [36:46<00:00,  2.08it/s]\nEpoch 0: |          | 4588/? [36:46<00:00,  2.08it/s]\nEpoch 0: |          | 4588/? [36:46<00:00,  2.08it/s]\nEpoch 0: |          | 4589/? [36:46<00:00,  2.08it/s]\nEpoch 0: |          | 4589/? [36:46<00:00,  2.08it/s]\nEpoch 0: |          | 4590/? [36:47<00:00,  2.08it/s]\nEpoch 0: |          | 4590/? [36:47<00:00,  2.08it/s]\nEpoch 0: |          | 4591/? [36:47<00:00,  2.08it/s]\nEpoch 0: |          | 4591/? [36:47<00:00,  2.08it/s]\nEpoch 0: |          | 4592/? [36:48<00:00,  2.08it/s]\nEpoch 0: |          | 4592/? [36:48<00:00,  2.08it/s]\nEpoch 0: |          | 4593/? [36:48<00:00,  2.08it/s]\nEpoch 0: |          | 4593/? [36:48<00:00,  2.08it/s]\nEpoch 0: |          | 4594/? [36:48<00:00,  2.08it/s]\nEpoch 0: |          | 4594/? [36:48<00:00,  2.08it/s]\nEpoch 0: |          | 4595/? [36:49<00:00,  2.08it/s]\nEpoch 0: |          | 4595/? [36:49<00:00,  2.08it/s]\nEpoch 0: |          | 4596/? [36:49<00:00,  2.08it/s]\nEpoch 0: |          | 4596/? [36:49<00:00,  2.08it/s]\nEpoch 0: |          | 4597/? [36:50<00:00,  2.08it/s]\nEpoch 0: |          | 4597/? [36:50<00:00,  2.08it/s]\nEpoch 0: |          | 4598/? [36:50<00:00,  2.08it/s]\nEpoch 0: |          | 4598/? [36:50<00:00,  2.08it/s]\nEpoch 0: |          | 4599/? [36:50<00:00,  2.08it/s]\nEpoch 0: |          | 4599/? [36:50<00:00,  2.08it/s]\nEpoch 0: |          | 4600/? [36:51<00:00,  2.08it/s]\nEpoch 0: |          | 4600/? [36:51<00:00,  2.08it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.25it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  6.17it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  6.17it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.06it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 4600/? [36:51<00:00,  2.08it/s]\nEpoch 0: |          | 4601/? [36:52<00:00,  2.08it/s]\nEpoch 0: |          | 4601/? [36:52<00:00,  2.08it/s]\nEpoch 0: |          | 4602/? [36:52<00:00,  2.08it/s]\nEpoch 0: |          | 4602/? [36:52<00:00,  2.08it/s]\nEpoch 0: |          | 4603/? [36:53<00:00,  2.08it/s]\nEpoch 0: |          | 4603/? [36:53<00:00,  2.08it/s]\nEpoch 0: |          | 4604/? [36:53<00:00,  2.08it/s]\nEpoch 0: |          | 4604/? [36:53<00:00,  2.08it/s]\nEpoch 0: |          | 4605/? [36:53<00:00,  2.08it/s]\nEpoch 0: |          | 4605/? [36:53<00:00,  2.08it/s]\nEpoch 0: |          | 4606/? [36:54<00:00,  2.08it/s]\nEpoch 0: |          | 4606/? [36:54<00:00,  2.08it/s]\nEpoch 0: |          | 4607/? [36:54<00:00,  2.08it/s]\nEpoch 0: |          | 4607/? [36:54<00:00,  2.08it/s]\nEpoch 0: |          | 4608/? [36:55<00:00,  2.08it/s]\nEpoch 0: |          | 4608/? [36:55<00:00,  2.08it/s]\nEpoch 0: |          | 4609/? [36:55<00:00,  2.08it/s]\nEpoch 0: |          | 4609/? [36:55<00:00,  2.08it/s]\nEpoch 0: |          | 4610/? [36:55<00:00,  2.08it/s]\nEpoch 0: |          | 4610/? [36:55<00:00,  2.08it/s]\nEpoch 0: |          | 4611/? [36:56<00:00,  2.08it/s]\nEpoch 0: |          | 4611/? [36:56<00:00,  2.08it/s]\nEpoch 0: |          | 4612/? [36:56<00:00,  2.08it/s]\nEpoch 0: |          | 4612/? [36:56<00:00,  2.08it/s]\nEpoch 0: |          | 4613/? [36:57<00:00,  2.08it/s]\nEpoch 0: |          | 4613/? [36:57<00:00,  2.08it/s]\nEpoch 0: |          | 4614/? [36:57<00:00,  2.08it/s]\nEpoch 0: |          | 4614/? [36:57<00:00,  2.08it/s]\nEpoch 0: |          | 4615/? [36:57<00:00,  2.08it/s]\nEpoch 0: |          | 4615/? [36:57<00:00,  2.08it/s]\nEpoch 0: |          | 4616/? [36:58<00:00,  2.08it/s]\nEpoch 0: |          | 4616/? [36:58<00:00,  2.08it/s]\nEpoch 0: |          | 4617/? [36:58<00:00,  2.08it/s]\nEpoch 0: |          | 4617/? [36:58<00:00,  2.08it/s]\nEpoch 0: |          | 4618/? [36:59<00:00,  2.08it/s]\nEpoch 0: |          | 4618/? [36:59<00:00,  2.08it/s]\nEpoch 0: |          | 4619/? [36:59<00:00,  2.08it/s]\nEpoch 0: |          | 4619/? [36:59<00:00,  2.08it/s]\nEpoch 0: |          | 4620/? [36:59<00:00,  2.08it/s]\nEpoch 0: |          | 4620/? [36:59<00:00,  2.08it/s]\nEpoch 0: |          | 4621/? [37:00<00:00,  2.08it/s]\nEpoch 0: |          | 4621/? [37:00<00:00,  2.08it/s]\nEpoch 0: |          | 4622/? [37:00<00:00,  2.08it/s]\nEpoch 0: |          | 4622/? [37:00<00:00,  2.08it/s]\nEpoch 0: |          | 4623/? [37:01<00:00,  2.08it/s]\nEpoch 0: |          | 4623/? [37:01<00:00,  2.08it/s]\nEpoch 0: |          | 4624/? [37:01<00:00,  2.08it/s]\nEpoch 0: |          | 4624/? [37:01<00:00,  2.08it/s]\nEpoch 0: |          | 4625/? [37:01<00:00,  2.08it/s]\nEpoch 0: |          | 4625/? [37:01<00:00,  2.08it/s]\nEpoch 0: |          | 4626/? [37:02<00:00,  2.08it/s]\nEpoch 0: |          | 4626/? [37:02<00:00,  2.08it/s]\nEpoch 0: |          | 4627/? [37:02<00:00,  2.08it/s]\nEpoch 0: |          | 4627/? [37:02<00:00,  2.08it/s]\nEpoch 0: |          | 4628/? [37:03<00:00,  2.08it/s]\nEpoch 0: |          | 4628/? [37:03<00:00,  2.08it/s]\nEpoch 0: |          | 4629/? [37:03<00:00,  2.08it/s]\nEpoch 0: |          | 4629/? [37:03<00:00,  2.08it/s]\nEpoch 0: |          | 4630/? [37:03<00:00,  2.08it/s]\nEpoch 0: |          | 4630/? [37:03<00:00,  2.08it/s]\nEpoch 0: |          | 4631/? [37:04<00:00,  2.08it/s]\nEpoch 0: |          | 4631/? [37:04<00:00,  2.08it/s]\nEpoch 0: |          | 4632/? [37:04<00:00,  2.08it/s]\nEpoch 0: |          | 4632/? [37:04<00:00,  2.08it/s]\nEpoch 0: |          | 4633/? [37:05<00:00,  2.08it/s]\nEpoch 0: |          | 4633/? [37:05<00:00,  2.08it/s]\nEpoch 0: |          | 4634/? [37:05<00:00,  2.08it/s]\nEpoch 0: |          | 4634/? [37:05<00:00,  2.08it/s]\nEpoch 0: |          | 4635/? [37:05<00:00,  2.08it/s]\nEpoch 0: |          | 4635/? [37:05<00:00,  2.08it/s]\nEpoch 0: |          | 4636/? [37:06<00:00,  2.08it/s]\nEpoch 0: |          | 4636/? [37:06<00:00,  2.08it/s]\nEpoch 0: |          | 4637/? [37:06<00:00,  2.08it/s]\nEpoch 0: |          | 4637/? [37:06<00:00,  2.08it/s]\nEpoch 0: |          | 4638/? [37:07<00:00,  2.08it/s]\nEpoch 0: |          | 4638/? [37:07<00:00,  2.08it/s]\nEpoch 0: |          | 4639/? [37:07<00:00,  2.08it/s]\nEpoch 0: |          | 4639/? [37:07<00:00,  2.08it/s]\nEpoch 0: |          | 4640/? [37:07<00:00,  2.08it/s]\nEpoch 0: |          | 4640/? [37:07<00:00,  2.08it/s]\nEpoch 0: |          | 4641/? [37:08<00:00,  2.08it/s]\nEpoch 0: |          | 4641/? [37:08<00:00,  2.08it/s]\nEpoch 0: |          | 4642/? [37:08<00:00,  2.08it/s]\nEpoch 0: |          | 4642/? [37:08<00:00,  2.08it/s]\nEpoch 0: |          | 4643/? [37:09<00:00,  2.08it/s]\nEpoch 0: |          | 4643/? [37:09<00:00,  2.08it/s]\nEpoch 0: |          | 4644/? [37:09<00:00,  2.08it/s]\nEpoch 0: |          | 4644/? [37:09<00:00,  2.08it/s]\nEpoch 0: |          | 4645/? [37:09<00:00,  2.08it/s]\nEpoch 0: |          | 4645/? [37:09<00:00,  2.08it/s]\nEpoch 0: |          | 4646/? [37:10<00:00,  2.08it/s]\nEpoch 0: |          | 4646/? [37:10<00:00,  2.08it/s]\nEpoch 0: |          | 4647/? [37:10<00:00,  2.08it/s]\nEpoch 0: |          | 4647/? [37:10<00:00,  2.08it/s]\nEpoch 0: |          | 4648/? [37:11<00:00,  2.08it/s]\nEpoch 0: |          | 4648/? [37:11<00:00,  2.08it/s]\nEpoch 0: |          | 4649/? [37:11<00:00,  2.08it/s]\nEpoch 0: |          | 4649/? [37:11<00:00,  2.08it/s]\nEpoch 0: |          | 4650/? [37:11<00:00,  2.08it/s]\nEpoch 0: |          | 4650/? [37:11<00:00,  2.08it/s]\nEpoch 0: |          | 4651/? [37:12<00:00,  2.08it/s]\nEpoch 0: |          | 4651/? [37:12<00:00,  2.08it/s]\nEpoch 0: |          | 4652/? [37:12<00:00,  2.08it/s]\nEpoch 0: |          | 4652/? [37:12<00:00,  2.08it/s]\nEpoch 0: |          | 4653/? [37:13<00:00,  2.08it/s]\nEpoch 0: |          | 4653/? [37:13<00:00,  2.08it/s]\nEpoch 0: |          | 4654/? [37:13<00:00,  2.08it/s]\nEpoch 0: |          | 4654/? [37:13<00:00,  2.08it/s]\nEpoch 0: |          | 4655/? [37:13<00:00,  2.08it/s]\nEpoch 0: |          | 4655/? [37:13<00:00,  2.08it/s]\nEpoch 0: |          | 4656/? [37:14<00:00,  2.08it/s]\nEpoch 0: |          | 4656/? [37:14<00:00,  2.08it/s]\nEpoch 0: |          | 4657/? [37:14<00:00,  2.08it/s]\nEpoch 0: |          | 4657/? [37:14<00:00,  2.08it/s]\nEpoch 0: |          | 4658/? [37:15<00:00,  2.08it/s]\nEpoch 0: |          | 4658/? [37:15<00:00,  2.08it/s]\nEpoch 0: |          | 4659/? [37:15<00:00,  2.08it/s]\nEpoch 0: |          | 4659/? [37:15<00:00,  2.08it/s]\nEpoch 0: |          | 4660/? [37:15<00:00,  2.08it/s]\nEpoch 0: |          | 4660/? [37:15<00:00,  2.08it/s]\nEpoch 0: |          | 4661/? [37:16<00:00,  2.08it/s]\nEpoch 0: |          | 4661/? [37:16<00:00,  2.08it/s]\nEpoch 0: |          | 4662/? [37:16<00:00,  2.08it/s]\nEpoch 0: |          | 4662/? [37:16<00:00,  2.08it/s]\nEpoch 0: |          | 4663/? [37:17<00:00,  2.08it/s]\nEpoch 0: |          | 4663/? [37:17<00:00,  2.08it/s]\nEpoch 0: |          | 4664/? [37:17<00:00,  2.08it/s]\nEpoch 0: |          | 4664/? [37:17<00:00,  2.08it/s]\nEpoch 0: |          | 4665/? [37:17<00:00,  2.08it/s]\nEpoch 0: |          | 4665/? [37:17<00:00,  2.08it/s]\nEpoch 0: |          | 4666/? [37:18<00:00,  2.08it/s]\nEpoch 0: |          | 4666/? [37:18<00:00,  2.08it/s]\nEpoch 0: |          | 4667/? [37:18<00:00,  2.08it/s]\nEpoch 0: |          | 4667/? [37:18<00:00,  2.08it/s]\nEpoch 0: |          | 4668/? [37:19<00:00,  2.08it/s]\nEpoch 0: |          | 4668/? [37:19<00:00,  2.08it/s]\nEpoch 0: |          | 4669/? [37:19<00:00,  2.08it/s]\nEpoch 0: |          | 4669/? [37:19<00:00,  2.08it/s]\nEpoch 0: |          | 4670/? [37:19<00:00,  2.08it/s]\nEpoch 0: |          | 4670/? [37:19<00:00,  2.08it/s]\nEpoch 0: |          | 4671/? [37:20<00:00,  2.08it/s]\nEpoch 0: |          | 4671/? [37:20<00:00,  2.08it/s]\nEpoch 0: |          | 4672/? [37:20<00:00,  2.09it/s]\nEpoch 0: |          | 4672/? [37:20<00:00,  2.09it/s]\nEpoch 0: |          | 4673/? [37:21<00:00,  2.09it/s]\nEpoch 0: |          | 4673/? [37:21<00:00,  2.09it/s]\nEpoch 0: |          | 4674/? [37:21<00:00,  2.09it/s]\nEpoch 0: |          | 4674/? [37:21<00:00,  2.09it/s]\nEpoch 0: |          | 4675/? [37:21<00:00,  2.09it/s]\nEpoch 0: |          | 4675/? [37:21<00:00,  2.09it/s]\nEpoch 0: |          | 4676/? [37:22<00:00,  2.09it/s]\nEpoch 0: |          | 4676/? [37:22<00:00,  2.09it/s]\nEpoch 0: |          | 4677/? [37:22<00:00,  2.09it/s]\nEpoch 0: |          | 4677/? [37:22<00:00,  2.09it/s]\nEpoch 0: |          | 4678/? [37:23<00:00,  2.09it/s]\nEpoch 0: |          | 4678/? [37:23<00:00,  2.09it/s]\nEpoch 0: |          | 4679/? [37:23<00:00,  2.09it/s]\nEpoch 0: |          | 4679/? [37:23<00:00,  2.09it/s]\nEpoch 0: |          | 4680/? [37:23<00:00,  2.09it/s]\nEpoch 0: |          | 4680/? [37:23<00:00,  2.09it/s]\nEpoch 0: |          | 4681/? [37:24<00:00,  2.09it/s]\nEpoch 0: |          | 4681/? [37:24<00:00,  2.09it/s]\nEpoch 0: |          | 4682/? [37:24<00:00,  2.09it/s]\nEpoch 0: |          | 4682/? [37:24<00:00,  2.09it/s]\nEpoch 0: |          | 4683/? [37:25<00:00,  2.09it/s]\nEpoch 0: |          | 4683/? [37:25<00:00,  2.09it/s]\nEpoch 0: |          | 4684/? [37:25<00:00,  2.09it/s]\nEpoch 0: |          | 4684/? [37:25<00:00,  2.09it/s]\nEpoch 0: |          | 4685/? [37:25<00:00,  2.09it/s]\nEpoch 0: |          | 4685/? [37:25<00:00,  2.09it/s]\nEpoch 0: |          | 4686/? [37:26<00:00,  2.09it/s]\nEpoch 0: |          | 4686/? [37:26<00:00,  2.09it/s]\nEpoch 0: |          | 4687/? [37:26<00:00,  2.09it/s]\nEpoch 0: |          | 4687/? [37:26<00:00,  2.09it/s]\nEpoch 0: |          | 4688/? [37:27<00:00,  2.09it/s]\nEpoch 0: |          | 4688/? [37:27<00:00,  2.09it/s]\nEpoch 0: |          | 4689/? [37:27<00:00,  2.09it/s]\nEpoch 0: |          | 4689/? [37:27<00:00,  2.09it/s]\nEpoch 0: |          | 4690/? [37:27<00:00,  2.09it/s]\nEpoch 0: |          | 4690/? [37:27<00:00,  2.09it/s]\nEpoch 0: |          | 4691/? [37:28<00:00,  2.09it/s]\nEpoch 0: |          | 4691/? [37:28<00:00,  2.09it/s]\nEpoch 0: |          | 4692/? [37:28<00:00,  2.09it/s]\nEpoch 0: |          | 4692/? [37:28<00:00,  2.09it/s]\nEpoch 0: |          | 4693/? [37:29<00:00,  2.09it/s]\nEpoch 0: |          | 4693/? [37:29<00:00,  2.09it/s]\nEpoch 0: |          | 4694/? [37:29<00:00,  2.09it/s]\nEpoch 0: |          | 4694/? [37:29<00:00,  2.09it/s]\nEpoch 0: |          | 4695/? [37:29<00:00,  2.09it/s]\nEpoch 0: |          | 4695/? [37:29<00:00,  2.09it/s]\nEpoch 0: |          | 4696/? [37:30<00:00,  2.09it/s]\nEpoch 0: |          | 4696/? [37:30<00:00,  2.09it/s]\nEpoch 0: |          | 4697/? [37:30<00:00,  2.09it/s]\nEpoch 0: |          | 4697/? [37:30<00:00,  2.09it/s]\nEpoch 0: |          | 4698/? [37:31<00:00,  2.09it/s]\nEpoch 0: |          | 4698/? [37:31<00:00,  2.09it/s]\nEpoch 0: |          | 4699/? [37:31<00:00,  2.09it/s]\nEpoch 0: |          | 4699/? [37:31<00:00,  2.09it/s]\nEpoch 0: |          | 4700/? [37:31<00:00,  2.09it/s]\nEpoch 0: |          | 4700/? [37:31<00:00,  2.09it/s]\nEpoch 0: |          | 4701/? [37:32<00:00,  2.09it/s]\nEpoch 0: |          | 4701/? [37:32<00:00,  2.09it/s]\nEpoch 0: |          | 4702/? [37:32<00:00,  2.09it/s]\nEpoch 0: |          | 4702/? [37:32<00:00,  2.09it/s]\nEpoch 0: |          | 4703/? [37:33<00:00,  2.09it/s]\nEpoch 0: |          | 4703/? [37:33<00:00,  2.09it/s]\nEpoch 0: |          | 4704/? [37:33<00:00,  2.09it/s]\nEpoch 0: |          | 4704/? [37:33<00:00,  2.09it/s]\nEpoch 0: |          | 4705/? [37:33<00:00,  2.09it/s]\nEpoch 0: |          | 4705/? [37:33<00:00,  2.09it/s]\nEpoch 0: |          | 4706/? [37:34<00:00,  2.09it/s]\nEpoch 0: |          | 4706/? [37:34<00:00,  2.09it/s]\nEpoch 0: |          | 4707/? [37:34<00:00,  2.09it/s]\nEpoch 0: |          | 4707/? [37:34<00:00,  2.09it/s]\nEpoch 0: |          | 4708/? [37:35<00:00,  2.09it/s]\nEpoch 0: |          | 4708/? [37:35<00:00,  2.09it/s]\nEpoch 0: |          | 4709/? [37:35<00:00,  2.09it/s]\nEpoch 0: |          | 4709/? [37:35<00:00,  2.09it/s]\nEpoch 0: |          | 4710/? [37:35<00:00,  2.09it/s]\nEpoch 0: |          | 4710/? [37:35<00:00,  2.09it/s]\nEpoch 0: |          | 4711/? [37:36<00:00,  2.09it/s]\nEpoch 0: |          | 4711/? [37:36<00:00,  2.09it/s]\nEpoch 0: |          | 4712/? [37:36<00:00,  2.09it/s]\nEpoch 0: |          | 4712/? [37:36<00:00,  2.09it/s]\nEpoch 0: |          | 4713/? [37:37<00:00,  2.09it/s]\nEpoch 0: |          | 4713/? [37:37<00:00,  2.09it/s]\nEpoch 0: |          | 4714/? [37:37<00:00,  2.09it/s]\nEpoch 0: |          | 4714/? [37:37<00:00,  2.09it/s]\nEpoch 0: |          | 4715/? [37:37<00:00,  2.09it/s]\nEpoch 0: |          | 4715/? [37:37<00:00,  2.09it/s]\nEpoch 0: |          | 4716/? [37:38<00:00,  2.09it/s]\nEpoch 0: |          | 4716/? [37:38<00:00,  2.09it/s]\nEpoch 0: |          | 4717/? [37:38<00:00,  2.09it/s]\nEpoch 0: |          | 4717/? [37:38<00:00,  2.09it/s]\nEpoch 0: |          | 4718/? [37:39<00:00,  2.09it/s]\nEpoch 0: |          | 4718/? [37:39<00:00,  2.09it/s]\nEpoch 0: |          | 4719/? [37:39<00:00,  2.09it/s]\nEpoch 0: |          | 4719/? [37:39<00:00,  2.09it/s]\nEpoch 0: |          | 4720/? [37:39<00:00,  2.09it/s]\nEpoch 0: |          | 4720/? [37:39<00:00,  2.09it/s]\nEpoch 0: |          | 4721/? [37:40<00:00,  2.09it/s]\nEpoch 0: |          | 4721/? [37:40<00:00,  2.09it/s]\nEpoch 0: |          | 4722/? [37:40<00:00,  2.09it/s]\nEpoch 0: |          | 4722/? [37:40<00:00,  2.09it/s]\nEpoch 0: |          | 4723/? [37:40<00:00,  2.09it/s]\nEpoch 0: |          | 4723/? [37:40<00:00,  2.09it/s]\nEpoch 0: |          | 4724/? [37:41<00:00,  2.09it/s]\nEpoch 0: |          | 4724/? [37:41<00:00,  2.09it/s]\nEpoch 0: |          | 4725/? [37:41<00:00,  2.09it/s]\nEpoch 0: |          | 4725/? [37:41<00:00,  2.09it/s]\nEpoch 0: |          | 4726/? [37:42<00:00,  2.09it/s]\nEpoch 0: |          | 4726/? [37:42<00:00,  2.09it/s]\nEpoch 0: |          | 4727/? [37:42<00:00,  2.09it/s]\nEpoch 0: |          | 4727/? [37:42<00:00,  2.09it/s]\nEpoch 0: |          | 4728/? [37:42<00:00,  2.09it/s]\nEpoch 0: |          | 4728/? [37:42<00:00,  2.09it/s]\nEpoch 0: |          | 4729/? [37:43<00:00,  2.09it/s]\nEpoch 0: |          | 4729/? [37:43<00:00,  2.09it/s]\nEpoch 0: |          | 4730/? [37:43<00:00,  2.09it/s]\nEpoch 0: |          | 4730/? [37:43<00:00,  2.09it/s]\nEpoch 0: |          | 4731/? [37:44<00:00,  2.09it/s]\nEpoch 0: |          | 4731/? [37:44<00:00,  2.09it/s]\nEpoch 0: |          | 4732/? [37:44<00:00,  2.09it/s]\nEpoch 0: |          | 4732/? [37:44<00:00,  2.09it/s]\nEpoch 0: |          | 4733/? [37:44<00:00,  2.09it/s]\nEpoch 0: |          | 4733/? [37:44<00:00,  2.09it/s]\nEpoch 0: |          | 4734/? [37:45<00:00,  2.09it/s]\nEpoch 0: |          | 4734/? [37:45<00:00,  2.09it/s]\nEpoch 0: |          | 4735/? [37:45<00:00,  2.09it/s]\nEpoch 0: |          | 4735/? [37:45<00:00,  2.09it/s]\nEpoch 0: |          | 4736/? [37:46<00:00,  2.09it/s]\nEpoch 0: |          | 4736/? [37:46<00:00,  2.09it/s]\nEpoch 0: |          | 4737/? [37:46<00:00,  2.09it/s]\nEpoch 0: |          | 4737/? [37:46<00:00,  2.09it/s]\nEpoch 0: |          | 4738/? [37:46<00:00,  2.09it/s]\nEpoch 0: |          | 4738/? [37:46<00:00,  2.09it/s]\nEpoch 0: |          | 4739/? [37:47<00:00,  2.09it/s]\nEpoch 0: |          | 4739/? [37:47<00:00,  2.09it/s]\nEpoch 0: |          | 4740/? [37:47<00:00,  2.09it/s]\nEpoch 0: |          | 4740/? [37:47<00:00,  2.09it/s]\nEpoch 0: |          | 4741/? [37:48<00:00,  2.09it/s]\nEpoch 0: |          | 4741/? [37:48<00:00,  2.09it/s]\nEpoch 0: |          | 4742/? [37:48<00:00,  2.09it/s]\nEpoch 0: |          | 4742/? [37:48<00:00,  2.09it/s]\nEpoch 0: |          | 4743/? [37:48<00:00,  2.09it/s]\nEpoch 0: |          | 4743/? [37:48<00:00,  2.09it/s]\nEpoch 0: |          | 4744/? [37:49<00:00,  2.09it/s]\nEpoch 0: |          | 4744/? [37:49<00:00,  2.09it/s]\nEpoch 0: |          | 4745/? [37:49<00:00,  2.09it/s]\nEpoch 0: |          | 4745/? [37:49<00:00,  2.09it/s]\nEpoch 0: |          | 4746/? [37:50<00:00,  2.09it/s]\nEpoch 0: |          | 4746/? [37:50<00:00,  2.09it/s]\nEpoch 0: |          | 4747/? [37:50<00:00,  2.09it/s]\nEpoch 0: |          | 4747/? [37:50<00:00,  2.09it/s]\nEpoch 0: |          | 4748/? [37:50<00:00,  2.09it/s]\nEpoch 0: |          | 4748/? [37:50<00:00,  2.09it/s]\nEpoch 0: |          | 4749/? [37:51<00:00,  2.09it/s]\nEpoch 0: |          | 4749/? [37:51<00:00,  2.09it/s]\nEpoch 0: |          | 4750/? [37:51<00:00,  2.09it/s]\nEpoch 0: |          | 4750/? [37:51<00:00,  2.09it/s]\nEpoch 0: |          | 4751/? [37:52<00:00,  2.09it/s]\nEpoch 0: |          | 4751/? [37:52<00:00,  2.09it/s]\nEpoch 0: |          | 4752/? [37:52<00:00,  2.09it/s]\nEpoch 0: |          | 4752/? [37:52<00:00,  2.09it/s]\nEpoch 0: |          | 4753/? [37:52<00:00,  2.09it/s]\nEpoch 0: |          | 4753/? [37:52<00:00,  2.09it/s]\nEpoch 0: |          | 4754/? [37:53<00:00,  2.09it/s]\nEpoch 0: |          | 4754/? [37:53<00:00,  2.09it/s]\nEpoch 0: |          | 4755/? [37:53<00:00,  2.09it/s]\nEpoch 0: |          | 4755/? [37:53<00:00,  2.09it/s]\nEpoch 0: |          | 4756/? [37:54<00:00,  2.09it/s]\nEpoch 0: |          | 4756/? [37:54<00:00,  2.09it/s]\nEpoch 0: |          | 4757/? [37:54<00:00,  2.09it/s]\nEpoch 0: |          | 4757/? [37:54<00:00,  2.09it/s]\nEpoch 0: |          | 4758/? [37:54<00:00,  2.09it/s]\nEpoch 0: |          | 4758/? [37:54<00:00,  2.09it/s]\nEpoch 0: |          | 4759/? [37:55<00:00,  2.09it/s]\nEpoch 0: |          | 4759/? [37:55<00:00,  2.09it/s]\nEpoch 0: |          | 4760/? [37:55<00:00,  2.09it/s]\nEpoch 0: |          | 4760/? [37:55<00:00,  2.09it/s]\nEpoch 0: |          | 4761/? [37:56<00:00,  2.09it/s]\nEpoch 0: |          | 4761/? [37:56<00:00,  2.09it/s]\nEpoch 0: |          | 4762/? [37:56<00:00,  2.09it/s]\nEpoch 0: |          | 4762/? [37:56<00:00,  2.09it/s]\nEpoch 0: |          | 4763/? [37:56<00:00,  2.09it/s]\nEpoch 0: |          | 4763/? [37:56<00:00,  2.09it/s]\nEpoch 0: |          | 4764/? [37:57<00:00,  2.09it/s]\nEpoch 0: |          | 4764/? [37:57<00:00,  2.09it/s]\nEpoch 0: |          | 4765/? [37:57<00:00,  2.09it/s]\nEpoch 0: |          | 4765/? [37:57<00:00,  2.09it/s]\nEpoch 0: |          | 4766/? [37:58<00:00,  2.09it/s]\nEpoch 0: |          | 4766/? [37:58<00:00,  2.09it/s]\nEpoch 0: |          | 4767/? [37:58<00:00,  2.09it/s]\nEpoch 0: |          | 4767/? [37:58<00:00,  2.09it/s]\nEpoch 0: |          | 4768/? [37:58<00:00,  2.09it/s]\nEpoch 0: |          | 4768/? [37:58<00:00,  2.09it/s]\nEpoch 0: |          | 4769/? [37:59<00:00,  2.09it/s]\nEpoch 0: |          | 4769/? [37:59<00:00,  2.09it/s]\nEpoch 0: |          | 4770/? [37:59<00:00,  2.09it/s]\nEpoch 0: |          | 4770/? [37:59<00:00,  2.09it/s]\nEpoch 0: |          | 4771/? [38:00<00:00,  2.09it/s]\nEpoch 0: |          | 4771/? [38:00<00:00,  2.09it/s]\nEpoch 0: |          | 4772/? [38:00<00:00,  2.09it/s]\nEpoch 0: |          | 4772/? [38:00<00:00,  2.09it/s]\nEpoch 0: |          | 4773/? [38:00<00:00,  2.09it/s]\nEpoch 0: |          | 4773/? [38:00<00:00,  2.09it/s]\nEpoch 0: |          | 4774/? [38:01<00:00,  2.09it/s]\nEpoch 0: |          | 4774/? [38:01<00:00,  2.09it/s]\nEpoch 0: |          | 4775/? [38:01<00:00,  2.09it/s]\nEpoch 0: |          | 4775/? [38:01<00:00,  2.09it/s]\nEpoch 0: |          | 4776/? [38:02<00:00,  2.09it/s]\nEpoch 0: |          | 4776/? [38:02<00:00,  2.09it/s]\nEpoch 0: |          | 4777/? [38:02<00:00,  2.09it/s]\nEpoch 0: |          | 4777/? [38:02<00:00,  2.09it/s]\nEpoch 0: |          | 4778/? [38:02<00:00,  2.09it/s]\nEpoch 0: |          | 4778/? [38:02<00:00,  2.09it/s]\nEpoch 0: |          | 4779/? [38:03<00:00,  2.09it/s]\nEpoch 0: |          | 4779/? [38:03<00:00,  2.09it/s]\nEpoch 0: |          | 4780/? [38:03<00:00,  2.09it/s]\nEpoch 0: |          | 4780/? [38:03<00:00,  2.09it/s]\nEpoch 0: |          | 4781/? [38:04<00:00,  2.09it/s]\nEpoch 0: |          | 4781/? [38:04<00:00,  2.09it/s]\nEpoch 0: |          | 4782/? [38:04<00:00,  2.09it/s]\nEpoch 0: |          | 4782/? [38:04<00:00,  2.09it/s]\nEpoch 0: |          | 4783/? [38:04<00:00,  2.09it/s]\nEpoch 0: |          | 4783/? [38:04<00:00,  2.09it/s]\nEpoch 0: |          | 4784/? [38:05<00:00,  2.09it/s]\nEpoch 0: |          | 4784/? [38:05<00:00,  2.09it/s]\nEpoch 0: |          | 4785/? [38:05<00:00,  2.09it/s]\nEpoch 0: |          | 4785/? [38:05<00:00,  2.09it/s]\nEpoch 0: |          | 4786/? [38:06<00:00,  2.09it/s]\nEpoch 0: |          | 4786/? [38:06<00:00,  2.09it/s]\nEpoch 0: |          | 4787/? [38:06<00:00,  2.09it/s]\nEpoch 0: |          | 4787/? [38:06<00:00,  2.09it/s]\nEpoch 0: |          | 4788/? [38:06<00:00,  2.09it/s]\nEpoch 0: |          | 4788/? [38:06<00:00,  2.09it/s]\nEpoch 0: |          | 4789/? [38:07<00:00,  2.09it/s]\nEpoch 0: |          | 4789/? [38:07<00:00,  2.09it/s]\nEpoch 0: |          | 4790/? [38:07<00:00,  2.09it/s]\nEpoch 0: |          | 4790/? [38:07<00:00,  2.09it/s]\nEpoch 0: |          | 4791/? [38:08<00:00,  2.09it/s]\nEpoch 0: |          | 4791/? [38:08<00:00,  2.09it/s]\nEpoch 0: |          | 4792/? [38:08<00:00,  2.09it/s]\nEpoch 0: |          | 4792/? [38:08<00:00,  2.09it/s]\nEpoch 0: |          | 4793/? [38:08<00:00,  2.09it/s]\nEpoch 0: |          | 4793/? [38:08<00:00,  2.09it/s]\nEpoch 0: |          | 4794/? [38:09<00:00,  2.09it/s]\nEpoch 0: |          | 4794/? [38:09<00:00,  2.09it/s]\nEpoch 0: |          | 4795/? [38:09<00:00,  2.09it/s]\nEpoch 0: |          | 4795/? [38:09<00:00,  2.09it/s]\nEpoch 0: |          | 4796/? [38:10<00:00,  2.09it/s]\nEpoch 0: |          | 4796/? [38:10<00:00,  2.09it/s]\nEpoch 0: |          | 4797/? [38:10<00:00,  2.09it/s]\nEpoch 0: |          | 4797/? [38:10<00:00,  2.09it/s]\nEpoch 0: |          | 4798/? [38:10<00:00,  2.09it/s]\nEpoch 0: |          | 4798/? [38:10<00:00,  2.09it/s]\nEpoch 0: |          | 4799/? [38:11<00:00,  2.09it/s]\nEpoch 0: |          | 4799/? [38:11<00:00,  2.09it/s]\nEpoch 0: |          | 4800/? [38:11<00:00,  2.09it/s]\nEpoch 0: |          | 4800/? [38:11<00:00,  2.09it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.43it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  6.40it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  6.32it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.19it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 4800/? [38:12<00:00,  2.09it/s]\nEpoch 0: |          | 4801/? [38:12<00:00,  2.09it/s]\nEpoch 0: |          | 4801/? [38:12<00:00,  2.09it/s]\nEpoch 0: |          | 4802/? [38:13<00:00,  2.09it/s]\nEpoch 0: |          | 4802/? [38:13<00:00,  2.09it/s]\nEpoch 0: |          | 4803/? [38:13<00:00,  2.09it/s]\nEpoch 0: |          | 4803/? [38:13<00:00,  2.09it/s]\nEpoch 0: |          | 4804/? [38:13<00:00,  2.09it/s]\nEpoch 0: |          | 4804/? [38:13<00:00,  2.09it/s]\nEpoch 0: |          | 4805/? [38:14<00:00,  2.09it/s]\nEpoch 0: |          | 4805/? [38:14<00:00,  2.09it/s]\nEpoch 0: |          | 4806/? [38:14<00:00,  2.09it/s]\nEpoch 0: |          | 4806/? [38:14<00:00,  2.09it/s]\nEpoch 0: |          | 4807/? [38:15<00:00,  2.09it/s]\nEpoch 0: |          | 4807/? [38:15<00:00,  2.09it/s]\nEpoch 0: |          | 4808/? [38:15<00:00,  2.09it/s]\nEpoch 0: |          | 4808/? [38:15<00:00,  2.09it/s]\nEpoch 0: |          | 4809/? [38:15<00:00,  2.09it/s]\nEpoch 0: |          | 4809/? [38:15<00:00,  2.09it/s]\nEpoch 0: |          | 4810/? [38:16<00:00,  2.09it/s]\nEpoch 0: |          | 4810/? [38:16<00:00,  2.09it/s]\nEpoch 0: |          | 4811/? [38:16<00:00,  2.09it/s]\nEpoch 0: |          | 4811/? [38:16<00:00,  2.09it/s]\nEpoch 0: |          | 4812/? [38:16<00:00,  2.09it/s]\nEpoch 0: |          | 4812/? [38:16<00:00,  2.09it/s]\nEpoch 0: |          | 4813/? [38:17<00:00,  2.09it/s]\nEpoch 0: |          | 4813/? [38:17<00:00,  2.09it/s]\nEpoch 0: |          | 4814/? [38:17<00:00,  2.10it/s]\nEpoch 0: |          | 4814/? [38:17<00:00,  2.10it/s]\nEpoch 0: |          | 4815/? [38:18<00:00,  2.10it/s]\nEpoch 0: |          | 4815/? [38:18<00:00,  2.10it/s]\nEpoch 0: |          | 4816/? [38:18<00:00,  2.10it/s]\nEpoch 0: |          | 4816/? [38:18<00:00,  2.10it/s]\nEpoch 0: |          | 4817/? [38:18<00:00,  2.10it/s]\nEpoch 0: |          | 4817/? [38:18<00:00,  2.10it/s]\nEpoch 0: |          | 4818/? [38:19<00:00,  2.10it/s]\nEpoch 0: |          | 4818/? [38:19<00:00,  2.10it/s]\nEpoch 0: |          | 4819/? [38:19<00:00,  2.10it/s]\nEpoch 0: |          | 4819/? [38:19<00:00,  2.10it/s]\nEpoch 0: |          | 4820/? [38:20<00:00,  2.10it/s]\nEpoch 0: |          | 4820/? [38:20<00:00,  2.10it/s]\nEpoch 0: |          | 4821/? [38:20<00:00,  2.10it/s]\nEpoch 0: |          | 4821/? [38:20<00:00,  2.10it/s]\nEpoch 0: |          | 4822/? [38:20<00:00,  2.10it/s]\nEpoch 0: |          | 4822/? [38:20<00:00,  2.10it/s]\nEpoch 0: |          | 4823/? [38:21<00:00,  2.10it/s]\nEpoch 0: |          | 4823/? [38:21<00:00,  2.10it/s]\nEpoch 0: |          | 4824/? [38:21<00:00,  2.10it/s]\nEpoch 0: |          | 4824/? [38:21<00:00,  2.10it/s]\nEpoch 0: |          | 4825/? [38:22<00:00,  2.10it/s]\nEpoch 0: |          | 4825/? [38:22<00:00,  2.10it/s]\nEpoch 0: |          | 4826/? [38:22<00:00,  2.10it/s]\nEpoch 0: |          | 4826/? [38:22<00:00,  2.10it/s]\nEpoch 0: |          | 4827/? [38:22<00:00,  2.10it/s]\nEpoch 0: |          | 4827/? [38:22<00:00,  2.10it/s]\nEpoch 0: |          | 4828/? [38:23<00:00,  2.10it/s]\nEpoch 0: |          | 4828/? [38:23<00:00,  2.10it/s]\nEpoch 0: |          | 4829/? [38:23<00:00,  2.10it/s]\nEpoch 0: |          | 4829/? [38:23<00:00,  2.10it/s]\nEpoch 0: |          | 4830/? [38:24<00:00,  2.10it/s]\nEpoch 0: |          | 4830/? [38:24<00:00,  2.10it/s]\nEpoch 0: |          | 4831/? [38:24<00:00,  2.10it/s]\nEpoch 0: |          | 4831/? [38:24<00:00,  2.10it/s]\nEpoch 0: |          | 4832/? [38:24<00:00,  2.10it/s]\nEpoch 0: |          | 4832/? [38:24<00:00,  2.10it/s]\nEpoch 0: |          | 4833/? [38:25<00:00,  2.10it/s]\nEpoch 0: |          | 4833/? [38:25<00:00,  2.10it/s]\nEpoch 0: |          | 4834/? [38:25<00:00,  2.10it/s]\nEpoch 0: |          | 4834/? [38:25<00:00,  2.10it/s]\nEpoch 0: |          | 4835/? [38:26<00:00,  2.10it/s]\nEpoch 0: |          | 4835/? [38:26<00:00,  2.10it/s]\nEpoch 0: |          | 4836/? [38:26<00:00,  2.10it/s]\nEpoch 0: |          | 4836/? [38:26<00:00,  2.10it/s]\nEpoch 0: |          | 4837/? [38:26<00:00,  2.10it/s]\nEpoch 0: |          | 4837/? [38:26<00:00,  2.10it/s]\nEpoch 0: |          | 4838/? [38:27<00:00,  2.10it/s]\nEpoch 0: |          | 4838/? [38:27<00:00,  2.10it/s]\nEpoch 0: |          | 4839/? [38:27<00:00,  2.10it/s]\nEpoch 0: |          | 4839/? [38:27<00:00,  2.10it/s]\nEpoch 0: |          | 4840/? [38:28<00:00,  2.10it/s]\nEpoch 0: |          | 4840/? [38:28<00:00,  2.10it/s]\nEpoch 0: |          | 4841/? [38:28<00:00,  2.10it/s]\nEpoch 0: |          | 4841/? [38:28<00:00,  2.10it/s]\nEpoch 0: |          | 4842/? [38:28<00:00,  2.10it/s]\nEpoch 0: |          | 4842/? [38:28<00:00,  2.10it/s]\nEpoch 0: |          | 4843/? [38:29<00:00,  2.10it/s]\nEpoch 0: |          | 4843/? [38:29<00:00,  2.10it/s]\nEpoch 0: |          | 4844/? [38:29<00:00,  2.10it/s]\nEpoch 0: |          | 4844/? [38:29<00:00,  2.10it/s]\nEpoch 0: |          | 4845/? [38:30<00:00,  2.10it/s]\nEpoch 0: |          | 4845/? [38:30<00:00,  2.10it/s]\nEpoch 0: |          | 4846/? [38:30<00:00,  2.10it/s]\nEpoch 0: |          | 4846/? [38:30<00:00,  2.10it/s]\nEpoch 0: |          | 4847/? [38:30<00:00,  2.10it/s]\nEpoch 0: |          | 4847/? [38:30<00:00,  2.10it/s]\nEpoch 0: |          | 4848/? [38:31<00:00,  2.10it/s]\nEpoch 0: |          | 4848/? [38:31<00:00,  2.10it/s]\nEpoch 0: |          | 4849/? [38:31<00:00,  2.10it/s]\nEpoch 0: |          | 4849/? [38:31<00:00,  2.10it/s]\nEpoch 0: |          | 4850/? [38:32<00:00,  2.10it/s]\nEpoch 0: |          | 4850/? [38:32<00:00,  2.10it/s]\nEpoch 0: |          | 4851/? [38:32<00:00,  2.10it/s]\nEpoch 0: |          | 4851/? [38:32<00:00,  2.10it/s]\nEpoch 0: |          | 4852/? [38:32<00:00,  2.10it/s]\nEpoch 0: |          | 4852/? [38:32<00:00,  2.10it/s]\nEpoch 0: |          | 4853/? [38:33<00:00,  2.10it/s]\nEpoch 0: |          | 4853/? [38:33<00:00,  2.10it/s]\nEpoch 0: |          | 4854/? [38:33<00:00,  2.10it/s]\nEpoch 0: |          | 4854/? [38:33<00:00,  2.10it/s]\nEpoch 0: |          | 4855/? [38:34<00:00,  2.10it/s]\nEpoch 0: |          | 4855/? [38:34<00:00,  2.10it/s]\nEpoch 0: |          | 4856/? [38:34<00:00,  2.10it/s]\nEpoch 0: |          | 4856/? [38:34<00:00,  2.10it/s]\nEpoch 0: |          | 4857/? [38:34<00:00,  2.10it/s]\nEpoch 0: |          | 4857/? [38:34<00:00,  2.10it/s]\nEpoch 0: |          | 4858/? [38:35<00:00,  2.10it/s]\nEpoch 0: |          | 4858/? [38:35<00:00,  2.10it/s]\nEpoch 0: |          | 4859/? [38:35<00:00,  2.10it/s]\nEpoch 0: |          | 4859/? [38:35<00:00,  2.10it/s]\nEpoch 0: |          | 4860/? [38:36<00:00,  2.10it/s]\nEpoch 0: |          | 4860/? [38:36<00:00,  2.10it/s]\nEpoch 0: |          | 4861/? [38:36<00:00,  2.10it/s]\nEpoch 0: |          | 4861/? [38:36<00:00,  2.10it/s]\nEpoch 0: |          | 4862/? [38:36<00:00,  2.10it/s]\nEpoch 0: |          | 4862/? [38:36<00:00,  2.10it/s]\nEpoch 0: |          | 4863/? [38:37<00:00,  2.10it/s]\nEpoch 0: |          | 4863/? [38:37<00:00,  2.10it/s]\nEpoch 0: |          | 4864/? [38:37<00:00,  2.10it/s]\nEpoch 0: |          | 4864/? [38:37<00:00,  2.10it/s]\nEpoch 0: |          | 4865/? [38:38<00:00,  2.10it/s]\nEpoch 0: |          | 4865/? [38:38<00:00,  2.10it/s]\nEpoch 0: |          | 4866/? [38:38<00:00,  2.10it/s]\nEpoch 0: |          | 4866/? [38:38<00:00,  2.10it/s]\nEpoch 0: |          | 4867/? [38:38<00:00,  2.10it/s]\nEpoch 0: |          | 4867/? [38:38<00:00,  2.10it/s]\nEpoch 0: |          | 4868/? [38:39<00:00,  2.10it/s]\nEpoch 0: |          | 4868/? [38:39<00:00,  2.10it/s]\nEpoch 0: |          | 4869/? [38:39<00:00,  2.10it/s]\nEpoch 0: |          | 4869/? [38:39<00:00,  2.10it/s]\nEpoch 0: |          | 4870/? [38:40<00:00,  2.10it/s]\nEpoch 0: |          | 4870/? [38:40<00:00,  2.10it/s]\nEpoch 0: |          | 4871/? [38:40<00:00,  2.10it/s]\nEpoch 0: |          | 4871/? [38:40<00:00,  2.10it/s]\nEpoch 0: |          | 4872/? [38:40<00:00,  2.10it/s]\nEpoch 0: |          | 4872/? [38:40<00:00,  2.10it/s]\nEpoch 0: |          | 4873/? [38:41<00:00,  2.10it/s]\nEpoch 0: |          | 4873/? [38:41<00:00,  2.10it/s]\nEpoch 0: |          | 4874/? [38:41<00:00,  2.10it/s]\nEpoch 0: |          | 4874/? [38:41<00:00,  2.10it/s]\nEpoch 0: |          | 4875/? [38:42<00:00,  2.10it/s]\nEpoch 0: |          | 4875/? [38:42<00:00,  2.10it/s]\nEpoch 0: |          | 4876/? [38:42<00:00,  2.10it/s]\nEpoch 0: |          | 4876/? [38:42<00:00,  2.10it/s]\nEpoch 0: |          | 4877/? [38:42<00:00,  2.10it/s]\nEpoch 0: |          | 4877/? [38:42<00:00,  2.10it/s]\nEpoch 0: |          | 4878/? [38:43<00:00,  2.10it/s]\nEpoch 0: |          | 4878/? [38:43<00:00,  2.10it/s]\nEpoch 0: |          | 4879/? [38:43<00:00,  2.10it/s]\nEpoch 0: |          | 4879/? [38:43<00:00,  2.10it/s]\nEpoch 0: |          | 4880/? [38:44<00:00,  2.10it/s]\nEpoch 0: |          | 4880/? [38:44<00:00,  2.10it/s]\nEpoch 0: |          | 4881/? [38:44<00:00,  2.10it/s]\nEpoch 0: |          | 4881/? [38:44<00:00,  2.10it/s]\nEpoch 0: |          | 4882/? [38:44<00:00,  2.10it/s]\nEpoch 0: |          | 4882/? [38:44<00:00,  2.10it/s]\nEpoch 0: |          | 4883/? [38:45<00:00,  2.10it/s]\nEpoch 0: |          | 4883/? [38:45<00:00,  2.10it/s]\nEpoch 0: |          | 4884/? [38:45<00:00,  2.10it/s]\nEpoch 0: |          | 4884/? [38:45<00:00,  2.10it/s]\nEpoch 0: |          | 4885/? [38:46<00:00,  2.10it/s]\nEpoch 0: |          | 4885/? [38:46<00:00,  2.10it/s]\nEpoch 0: |          | 4886/? [38:46<00:00,  2.10it/s]\nEpoch 0: |          | 4886/? [38:46<00:00,  2.10it/s]\nEpoch 0: |          | 4887/? [38:46<00:00,  2.10it/s]\nEpoch 0: |          | 4887/? [38:46<00:00,  2.10it/s]\nEpoch 0: |          | 4888/? [38:47<00:00,  2.10it/s]\nEpoch 0: |          | 4888/? [38:47<00:00,  2.10it/s]\nEpoch 0: |          | 4889/? [38:47<00:00,  2.10it/s]\nEpoch 0: |          | 4889/? [38:47<00:00,  2.10it/s]\nEpoch 0: |          | 4890/? [38:47<00:00,  2.10it/s]\nEpoch 0: |          | 4890/? [38:47<00:00,  2.10it/s]\nEpoch 0: |          | 4891/? [38:48<00:00,  2.10it/s]\nEpoch 0: |          | 4891/? [38:48<00:00,  2.10it/s]\nEpoch 0: |          | 4892/? [38:48<00:00,  2.10it/s]\nEpoch 0: |          | 4892/? [38:48<00:00,  2.10it/s]\nEpoch 0: |          | 4893/? [38:49<00:00,  2.10it/s]\nEpoch 0: |          | 4893/? [38:49<00:00,  2.10it/s]\nEpoch 0: |          | 4894/? [38:49<00:00,  2.10it/s]\nEpoch 0: |          | 4894/? [38:49<00:00,  2.10it/s]\nEpoch 0: |          | 4895/? [38:49<00:00,  2.10it/s]\nEpoch 0: |          | 4895/? [38:49<00:00,  2.10it/s]\nEpoch 0: |          | 4896/? [38:50<00:00,  2.10it/s]\nEpoch 0: |          | 4896/? [38:50<00:00,  2.10it/s]\nEpoch 0: |          | 4897/? [38:50<00:00,  2.10it/s]\nEpoch 0: |          | 4897/? [38:50<00:00,  2.10it/s]\nEpoch 0: |          | 4898/? [38:51<00:00,  2.10it/s]\nEpoch 0: |          | 4898/? [38:51<00:00,  2.10it/s]\nEpoch 0: |          | 4899/? [38:51<00:00,  2.10it/s]\nEpoch 0: |          | 4899/? [38:51<00:00,  2.10it/s]\nEpoch 0: |          | 4900/? [38:51<00:00,  2.10it/s]\nEpoch 0: |          | 4900/? [38:51<00:00,  2.10it/s]\nEpoch 0: |          | 4901/? [38:52<00:00,  2.10it/s]\nEpoch 0: |          | 4901/? [38:52<00:00,  2.10it/s]\nEpoch 0: |          | 4902/? [38:52<00:00,  2.10it/s]\nEpoch 0: |          | 4902/? [38:52<00:00,  2.10it/s]\nEpoch 0: |          | 4903/? [38:53<00:00,  2.10it/s]\nEpoch 0: |          | 4903/? [38:53<00:00,  2.10it/s]\nEpoch 0: |          | 4904/? [38:53<00:00,  2.10it/s]\nEpoch 0: |          | 4904/? [38:53<00:00,  2.10it/s]\nEpoch 0: |          | 4905/? [38:53<00:00,  2.10it/s]\nEpoch 0: |          | 4905/? [38:53<00:00,  2.10it/s]\nEpoch 0: |          | 4906/? [38:54<00:00,  2.10it/s]\nEpoch 0: |          | 4906/? [38:54<00:00,  2.10it/s]\nEpoch 0: |          | 4907/? [38:54<00:00,  2.10it/s]\nEpoch 0: |          | 4907/? [38:54<00:00,  2.10it/s]\nEpoch 0: |          | 4908/? [38:55<00:00,  2.10it/s]\nEpoch 0: |          | 4908/? [38:55<00:00,  2.10it/s]\nEpoch 0: |          | 4909/? [38:55<00:00,  2.10it/s]\nEpoch 0: |          | 4909/? [38:55<00:00,  2.10it/s]\nEpoch 0: |          | 4910/? [38:55<00:00,  2.10it/s]\nEpoch 0: |          | 4910/? [38:55<00:00,  2.10it/s]\nEpoch 0: |          | 4911/? [38:56<00:00,  2.10it/s]\nEpoch 0: |          | 4911/? [38:56<00:00,  2.10it/s]\nEpoch 0: |          | 4912/? [38:56<00:00,  2.10it/s]\nEpoch 0: |          | 4912/? [38:56<00:00,  2.10it/s]\nEpoch 0: |          | 4913/? [38:57<00:00,  2.10it/s]\nEpoch 0: |          | 4913/? [38:57<00:00,  2.10it/s]\nEpoch 0: |          | 4914/? [38:57<00:00,  2.10it/s]\nEpoch 0: |          | 4914/? [38:57<00:00,  2.10it/s]\nEpoch 0: |          | 4915/? [38:57<00:00,  2.10it/s]\nEpoch 0: |          | 4915/? [38:57<00:00,  2.10it/s]\nEpoch 0: |          | 4916/? [38:58<00:00,  2.10it/s]\nEpoch 0: |          | 4916/? [38:58<00:00,  2.10it/s]\nEpoch 0: |          | 4917/? [38:58<00:00,  2.10it/s]\nEpoch 0: |          | 4917/? [38:58<00:00,  2.10it/s]\nEpoch 0: |          | 4918/? [38:59<00:00,  2.10it/s]\nEpoch 0: |          | 4918/? [38:59<00:00,  2.10it/s]\nEpoch 0: |          | 4919/? [38:59<00:00,  2.10it/s]\nEpoch 0: |          | 4919/? [38:59<00:00,  2.10it/s]\nEpoch 0: |          | 4920/? [38:59<00:00,  2.10it/s]\nEpoch 0: |          | 4920/? [38:59<00:00,  2.10it/s]\nEpoch 0: |          | 4921/? [39:00<00:00,  2.10it/s]\nEpoch 0: |          | 4921/? [39:00<00:00,  2.10it/s]\nEpoch 0: |          | 4922/? [39:00<00:00,  2.10it/s]\nEpoch 0: |          | 4922/? [39:00<00:00,  2.10it/s]\nEpoch 0: |          | 4923/? [39:01<00:00,  2.10it/s]\nEpoch 0: |          | 4923/? [39:01<00:00,  2.10it/s]\nEpoch 0: |          | 4924/? [39:01<00:00,  2.10it/s]\nEpoch 0: |          | 4924/? [39:01<00:00,  2.10it/s]\nEpoch 0: |          | 4925/? [39:01<00:00,  2.10it/s]\nEpoch 0: |          | 4925/? [39:01<00:00,  2.10it/s]\nEpoch 0: |          | 4926/? [39:02<00:00,  2.10it/s]\nEpoch 0: |          | 4926/? [39:02<00:00,  2.10it/s]\nEpoch 0: |          | 4927/? [39:02<00:00,  2.10it/s]\nEpoch 0: |          | 4927/? [39:02<00:00,  2.10it/s]\nEpoch 0: |          | 4928/? [39:03<00:00,  2.10it/s]\nEpoch 0: |          | 4928/? [39:03<00:00,  2.10it/s]\nEpoch 0: |          | 4929/? [39:03<00:00,  2.10it/s]\nEpoch 0: |          | 4929/? [39:03<00:00,  2.10it/s]\nEpoch 0: |          | 4930/? [39:03<00:00,  2.10it/s]\nEpoch 0: |          | 4930/? [39:03<00:00,  2.10it/s]\nEpoch 0: |          | 4931/? [39:04<00:00,  2.10it/s]\nEpoch 0: |          | 4931/? [39:04<00:00,  2.10it/s]\nEpoch 0: |          | 4932/? [39:04<00:00,  2.10it/s]\nEpoch 0: |          | 4932/? [39:04<00:00,  2.10it/s]\nEpoch 0: |          | 4933/? [39:05<00:00,  2.10it/s]\nEpoch 0: |          | 4933/? [39:05<00:00,  2.10it/s]\nEpoch 0: |          | 4934/? [39:05<00:00,  2.10it/s]\nEpoch 0: |          | 4934/? [39:05<00:00,  2.10it/s]\nEpoch 0: |          | 4935/? [39:05<00:00,  2.10it/s]\nEpoch 0: |          | 4935/? [39:05<00:00,  2.10it/s]\nEpoch 0: |          | 4936/? [39:06<00:00,  2.10it/s]\nEpoch 0: |          | 4936/? [39:06<00:00,  2.10it/s]\nEpoch 0: |          | 4937/? [39:06<00:00,  2.10it/s]\nEpoch 0: |          | 4937/? [39:06<00:00,  2.10it/s]\nEpoch 0: |          | 4938/? [39:07<00:00,  2.10it/s]\nEpoch 0: |          | 4938/? [39:07<00:00,  2.10it/s]\nEpoch 0: |          | 4939/? [39:07<00:00,  2.10it/s]\nEpoch 0: |          | 4939/? [39:07<00:00,  2.10it/s]\nEpoch 0: |          | 4940/? [39:07<00:00,  2.10it/s]\nEpoch 0: |          | 4940/? [39:07<00:00,  2.10it/s]\nEpoch 0: |          | 4941/? [39:08<00:00,  2.10it/s]\nEpoch 0: |          | 4941/? [39:08<00:00,  2.10it/s]\nEpoch 0: |          | 4942/? [39:08<00:00,  2.10it/s]\nEpoch 0: |          | 4942/? [39:08<00:00,  2.10it/s]\nEpoch 0: |          | 4943/? [39:09<00:00,  2.10it/s]\nEpoch 0: |          | 4943/? [39:09<00:00,  2.10it/s]\nEpoch 0: |          | 4944/? [39:09<00:00,  2.10it/s]\nEpoch 0: |          | 4944/? [39:09<00:00,  2.10it/s]\nEpoch 0: |          | 4945/? [39:09<00:00,  2.10it/s]\nEpoch 0: |          | 4945/? [39:09<00:00,  2.10it/s]\nEpoch 0: |          | 4946/? [39:10<00:00,  2.10it/s]\nEpoch 0: |          | 4946/? [39:10<00:00,  2.10it/s]\nEpoch 0: |          | 4947/? [39:10<00:00,  2.10it/s]\nEpoch 0: |          | 4947/? [39:10<00:00,  2.10it/s]\nEpoch 0: |          | 4948/? [39:10<00:00,  2.10it/s]\nEpoch 0: |          | 4948/? [39:10<00:00,  2.10it/s]\nEpoch 0: |          | 4949/? [39:11<00:00,  2.10it/s]\nEpoch 0: |          | 4949/? [39:11<00:00,  2.10it/s]\nEpoch 0: |          | 4950/? [39:11<00:00,  2.10it/s]\nEpoch 0: |          | 4950/? [39:11<00:00,  2.10it/s]\nEpoch 0: |          | 4951/? [39:12<00:00,  2.10it/s]\nEpoch 0: |          | 4951/? [39:12<00:00,  2.10it/s]\nEpoch 0: |          | 4952/? [39:12<00:00,  2.10it/s]\nEpoch 0: |          | 4952/? [39:12<00:00,  2.10it/s]\nEpoch 0: |          | 4953/? [39:12<00:00,  2.11it/s]\nEpoch 0: |          | 4953/? [39:12<00:00,  2.11it/s]\nEpoch 0: |          | 4954/? [39:13<00:00,  2.11it/s]\nEpoch 0: |          | 4954/? [39:13<00:00,  2.11it/s]\nEpoch 0: |          | 4955/? [39:13<00:00,  2.11it/s]\nEpoch 0: |          | 4955/? [39:13<00:00,  2.11it/s]\nEpoch 0: |          | 4956/? [39:14<00:00,  2.11it/s]\nEpoch 0: |          | 4956/? [39:14<00:00,  2.11it/s]\nEpoch 0: |          | 4957/? [39:14<00:00,  2.11it/s]\nEpoch 0: |          | 4957/? [39:14<00:00,  2.11it/s]\nEpoch 0: |          | 4958/? [39:14<00:00,  2.11it/s]\nEpoch 0: |          | 4958/? [39:14<00:00,  2.11it/s]\nEpoch 0: |          | 4959/? [39:15<00:00,  2.11it/s]\nEpoch 0: |          | 4959/? [39:15<00:00,  2.11it/s]\nEpoch 0: |          | 4960/? [39:15<00:00,  2.11it/s]\nEpoch 0: |          | 4960/? [39:15<00:00,  2.11it/s]\nEpoch 0: |          | 4961/? [39:16<00:00,  2.11it/s]\nEpoch 0: |          | 4961/? [39:16<00:00,  2.11it/s]\nEpoch 0: |          | 4962/? [39:16<00:00,  2.11it/s]\nEpoch 0: |          | 4962/? [39:16<00:00,  2.11it/s]\nEpoch 0: |          | 4963/? [39:16<00:00,  2.11it/s]\nEpoch 0: |          | 4963/? [39:16<00:00,  2.11it/s]\nEpoch 0: |          | 4964/? [39:17<00:00,  2.11it/s]\nEpoch 0: |          | 4964/? [39:17<00:00,  2.11it/s]\nEpoch 0: |          | 4965/? [39:17<00:00,  2.11it/s]\nEpoch 0: |          | 4965/? [39:17<00:00,  2.11it/s]\nEpoch 0: |          | 4966/? [39:18<00:00,  2.11it/s]\nEpoch 0: |          | 4966/? [39:18<00:00,  2.11it/s]\nEpoch 0: |          | 4967/? [39:18<00:00,  2.11it/s]\nEpoch 0: |          | 4967/? [39:18<00:00,  2.11it/s]\nEpoch 0: |          | 4968/? [39:18<00:00,  2.11it/s]\nEpoch 0: |          | 4968/? [39:18<00:00,  2.11it/s]\nEpoch 0: |          | 4969/? [39:19<00:00,  2.11it/s]\nEpoch 0: |          | 4969/? [39:19<00:00,  2.11it/s]\nEpoch 0: |          | 4970/? [39:19<00:00,  2.11it/s]\nEpoch 0: |          | 4970/? [39:19<00:00,  2.11it/s]\nEpoch 0: |          | 4971/? [39:20<00:00,  2.11it/s]\nEpoch 0: |          | 4971/? [39:20<00:00,  2.11it/s]\nEpoch 0: |          | 4972/? [39:20<00:00,  2.11it/s]\nEpoch 0: |          | 4972/? [39:20<00:00,  2.11it/s]\nEpoch 0: |          | 4973/? [39:20<00:00,  2.11it/s]\nEpoch 0: |          | 4973/? [39:20<00:00,  2.11it/s]\nEpoch 0: |          | 4974/? [39:21<00:00,  2.11it/s]\nEpoch 0: |          | 4974/? [39:21<00:00,  2.11it/s]\nEpoch 0: |          | 4975/? [39:21<00:00,  2.11it/s]\nEpoch 0: |          | 4975/? [39:21<00:00,  2.11it/s]\nEpoch 0: |          | 4976/? [39:22<00:00,  2.11it/s]\nEpoch 0: |          | 4976/? [39:22<00:00,  2.11it/s]\nEpoch 0: |          | 4977/? [39:22<00:00,  2.11it/s]\nEpoch 0: |          | 4977/? [39:22<00:00,  2.11it/s]\nEpoch 0: |          | 4978/? [39:22<00:00,  2.11it/s]\nEpoch 0: |          | 4978/? [39:22<00:00,  2.11it/s]\nEpoch 0: |          | 4979/? [39:23<00:00,  2.11it/s]\nEpoch 0: |          | 4979/? [39:23<00:00,  2.11it/s]\nEpoch 0: |          | 4980/? [39:23<00:00,  2.11it/s]\nEpoch 0: |          | 4980/? [39:23<00:00,  2.11it/s]\nEpoch 0: |          | 4981/? [39:24<00:00,  2.11it/s]\nEpoch 0: |          | 4981/? [39:24<00:00,  2.11it/s]\nEpoch 0: |          | 4982/? [39:24<00:00,  2.11it/s]\nEpoch 0: |          | 4982/? [39:24<00:00,  2.11it/s]\nEpoch 0: |          | 4983/? [39:24<00:00,  2.11it/s]\nEpoch 0: |          | 4983/? [39:24<00:00,  2.11it/s]\nEpoch 0: |          | 4984/? [39:25<00:00,  2.11it/s]\nEpoch 0: |          | 4984/? [39:25<00:00,  2.11it/s]\nEpoch 0: |          | 4985/? [39:25<00:00,  2.11it/s]\nEpoch 0: |          | 4985/? [39:25<00:00,  2.11it/s]\nEpoch 0: |          | 4986/? [39:25<00:00,  2.11it/s]\nEpoch 0: |          | 4986/? [39:25<00:00,  2.11it/s]\nEpoch 0: |          | 4987/? [39:26<00:00,  2.11it/s]\nEpoch 0: |          | 4987/? [39:26<00:00,  2.11it/s]\nEpoch 0: |          | 4988/? [39:26<00:00,  2.11it/s]\nEpoch 0: |          | 4988/? [39:26<00:00,  2.11it/s]\nEpoch 0: |          | 4989/? [39:27<00:00,  2.11it/s]\nEpoch 0: |          | 4989/? [39:27<00:00,  2.11it/s]\nEpoch 0: |          | 4990/? [39:27<00:00,  2.11it/s]\nEpoch 0: |          | 4990/? [39:27<00:00,  2.11it/s]\nEpoch 0: |          | 4991/? [39:27<00:00,  2.11it/s]\nEpoch 0: |          | 4991/? [39:27<00:00,  2.11it/s]\nEpoch 0: |          | 4992/? [39:28<00:00,  2.11it/s]\nEpoch 0: |          | 4992/? [39:28<00:00,  2.11it/s]\nEpoch 0: |          | 4993/? [39:28<00:00,  2.11it/s]\nEpoch 0: |          | 4993/? [39:28<00:00,  2.11it/s]\nEpoch 0: |          | 4994/? [39:29<00:00,  2.11it/s]\nEpoch 0: |          | 4994/? [39:29<00:00,  2.11it/s]\nEpoch 0: |          | 4995/? [39:29<00:00,  2.11it/s]\nEpoch 0: |          | 4995/? [39:29<00:00,  2.11it/s]\nEpoch 0: |          | 4996/? [39:29<00:00,  2.11it/s]\nEpoch 0: |          | 4996/? [39:29<00:00,  2.11it/s]\nEpoch 0: |          | 4997/? [39:30<00:00,  2.11it/s]\nEpoch 0: |          | 4997/? [39:30<00:00,  2.11it/s]\nEpoch 0: |          | 4998/? [39:30<00:00,  2.11it/s]\nEpoch 0: |          | 4998/? [39:30<00:00,  2.11it/s]\nEpoch 0: |          | 4999/? [39:31<00:00,  2.11it/s]\nEpoch 0: |          | 4999/? [39:31<00:00,  2.11it/s]\nEpoch 0: |          | 5000/? [39:31<00:00,  2.11it/s]\nEpoch 0: |          | 5000/? [39:31<00:00,  2.11it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.91it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  6.72it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  6.64it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.53it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 5000/? [39:32<00:00,  2.11it/s]\nEpoch 0: |          | 5001/? [39:32<00:00,  2.11it/s]\nEpoch 0: |          | 5001/? [39:32<00:00,  2.11it/s]\nEpoch 0: |          | 5002/? [39:32<00:00,  2.11it/s]\nEpoch 0: |          | 5002/? [39:32<00:00,  2.11it/s]\nEpoch 0: |          | 5003/? [39:33<00:00,  2.11it/s]\nEpoch 0: |          | 5003/? [39:33<00:00,  2.11it/s]\nEpoch 0: |          | 5004/? [39:33<00:00,  2.11it/s]\nEpoch 0: |          | 5004/? [39:33<00:00,  2.11it/s]\nEpoch 0: |          | 5005/? [39:34<00:00,  2.11it/s]\nEpoch 0: |          | 5005/? [39:34<00:00,  2.11it/s]\nEpoch 0: |          | 5006/? [39:34<00:00,  2.11it/s]\nEpoch 0: |          | 5006/? [39:34<00:00,  2.11it/s]\nEpoch 0: |          | 5007/? [39:35<00:00,  2.11it/s]\nEpoch 0: |          | 5007/? [39:35<00:00,  2.11it/s]\nEpoch 0: |          | 5008/? [39:35<00:00,  2.11it/s]\nEpoch 0: |          | 5008/? [39:35<00:00,  2.11it/s]\nEpoch 0: |          | 5009/? [39:36<00:00,  2.11it/s]\nEpoch 0: |          | 5009/? [39:36<00:00,  2.11it/s]\nEpoch 0: |          | 5010/? [39:36<00:00,  2.11it/s]\nEpoch 0: |          | 5010/? [39:36<00:00,  2.11it/s]\nEpoch 0: |          | 5011/? [39:36<00:00,  2.11it/s]\nEpoch 0: |          | 5011/? [39:36<00:00,  2.11it/s]\nEpoch 0: |          | 5012/? [39:37<00:00,  2.11it/s]\nEpoch 0: |          | 5012/? [39:37<00:00,  2.11it/s]\nEpoch 0: |          | 5013/? [39:37<00:00,  2.11it/s]\nEpoch 0: |          | 5013/? [39:37<00:00,  2.11it/s]\nEpoch 0: |          | 5014/? [39:38<00:00,  2.11it/s]\nEpoch 0: |          | 5014/? [39:38<00:00,  2.11it/s]\nEpoch 0: |          | 5015/? [39:38<00:00,  2.11it/s]\nEpoch 0: |          | 5015/? [39:38<00:00,  2.11it/s]\nEpoch 0: |          | 5016/? [39:39<00:00,  2.11it/s]\nEpoch 0: |          | 5016/? [39:39<00:00,  2.11it/s]\nEpoch 0: |          | 5017/? [39:39<00:00,  2.11it/s]\nEpoch 0: |          | 5017/? [39:39<00:00,  2.11it/s]\nEpoch 0: |          | 5018/? [39:39<00:00,  2.11it/s]\nEpoch 0: |          | 5018/? [39:39<00:00,  2.11it/s]\nEpoch 0: |          | 5019/? [39:40<00:00,  2.11it/s]\nEpoch 0: |          | 5019/? [39:40<00:00,  2.11it/s]\nEpoch 0: |          | 5020/? [39:40<00:00,  2.11it/s]\nEpoch 0: |          | 5020/? [39:40<00:00,  2.11it/s]\nEpoch 0: |          | 5021/? [39:41<00:00,  2.11it/s]\nEpoch 0: |          | 5021/? [39:41<00:00,  2.11it/s]\nEpoch 0: |          | 5022/? [39:41<00:00,  2.11it/s]\nEpoch 0: |          | 5022/? [39:41<00:00,  2.11it/s]\nEpoch 0: |          | 5023/? [39:41<00:00,  2.11it/s]\nEpoch 0: |          | 5023/? [39:41<00:00,  2.11it/s]\nEpoch 0: |          | 5024/? [39:42<00:00,  2.11it/s]\nEpoch 0: |          | 5024/? [39:42<00:00,  2.11it/s]\nEpoch 0: |          | 5025/? [39:42<00:00,  2.11it/s]\nEpoch 0: |          | 5025/? [39:42<00:00,  2.11it/s]\nEpoch 0: |          | 5026/? [39:43<00:00,  2.11it/s]\nEpoch 0: |          | 5026/? [39:43<00:00,  2.11it/s]\nEpoch 0: |          | 5027/? [39:43<00:00,  2.11it/s]\nEpoch 0: |          | 5027/? [39:43<00:00,  2.11it/s]\nEpoch 0: |          | 5028/? [39:43<00:00,  2.11it/s]\nEpoch 0: |          | 5028/? [39:43<00:00,  2.11it/s]\nEpoch 0: |          | 5029/? [39:44<00:00,  2.11it/s]\nEpoch 0: |          | 5029/? [39:44<00:00,  2.11it/s]\nEpoch 0: |          | 5030/? [39:44<00:00,  2.11it/s]\nEpoch 0: |          | 5030/? [39:44<00:00,  2.11it/s]\nEpoch 0: |          | 5031/? [39:45<00:00,  2.11it/s]\nEpoch 0: |          | 5031/? [39:45<00:00,  2.11it/s]\nEpoch 0: |          | 5032/? [39:45<00:00,  2.11it/s]\nEpoch 0: |          | 5032/? [39:45<00:00,  2.11it/s]\nEpoch 0: |          | 5033/? [39:46<00:00,  2.11it/s]\nEpoch 0: |          | 5033/? [39:46<00:00,  2.11it/s]\nEpoch 0: |          | 5034/? [39:46<00:00,  2.11it/s]\nEpoch 0: |          | 5034/? [39:46<00:00,  2.11it/s]\nEpoch 0: |          | 5035/? [39:46<00:00,  2.11it/s]\nEpoch 0: |          | 5035/? [39:46<00:00,  2.11it/s]\nEpoch 0: |          | 5036/? [39:47<00:00,  2.11it/s]\nEpoch 0: |          | 5036/? [39:47<00:00,  2.11it/s]\nEpoch 0: |          | 5037/? [39:47<00:00,  2.11it/s]\nEpoch 0: |          | 5037/? [39:47<00:00,  2.11it/s]\nEpoch 0: |          | 5038/? [39:48<00:00,  2.11it/s]\nEpoch 0: |          | 5038/? [39:48<00:00,  2.11it/s]\nEpoch 0: |          | 5039/? [39:48<00:00,  2.11it/s]\nEpoch 0: |          | 5039/? [39:48<00:00,  2.11it/s]\nEpoch 0: |          | 5040/? [39:49<00:00,  2.11it/s]\nEpoch 0: |          | 5040/? [39:49<00:00,  2.11it/s]\nEpoch 0: |          | 5041/? [39:49<00:00,  2.11it/s]\nEpoch 0: |          | 5041/? [39:49<00:00,  2.11it/s]\nEpoch 0: |          | 5042/? [39:50<00:00,  2.11it/s]\nEpoch 0: |          | 5042/? [39:50<00:00,  2.11it/s]\nEpoch 0: |          | 5043/? [39:50<00:00,  2.11it/s]\nEpoch 0: |          | 5043/? [39:50<00:00,  2.11it/s]\nEpoch 0: |          | 5044/? [39:50<00:00,  2.11it/s]\nEpoch 0: |          | 5044/? [39:50<00:00,  2.11it/s]\nEpoch 0: |          | 5045/? [39:51<00:00,  2.11it/s]\nEpoch 0: |          | 5045/? [39:51<00:00,  2.11it/s]\nEpoch 0: |          | 5046/? [39:51<00:00,  2.11it/s]\nEpoch 0: |          | 5046/? [39:51<00:00,  2.11it/s]\nEpoch 0: |          | 5047/? [39:52<00:00,  2.11it/s]\nEpoch 0: |          | 5047/? [39:52<00:00,  2.11it/s]\nEpoch 0: |          | 5048/? [39:52<00:00,  2.11it/s]\nEpoch 0: |          | 5048/? [39:52<00:00,  2.11it/s]\nEpoch 0: |          | 5049/? [39:53<00:00,  2.11it/s]\nEpoch 0: |          | 5049/? [39:53<00:00,  2.11it/s]\nEpoch 0: |          | 5050/? [39:53<00:00,  2.11it/s]\nEpoch 0: |          | 5050/? [39:53<00:00,  2.11it/s]\nEpoch 0: |          | 5051/? [39:53<00:00,  2.11it/s]\nEpoch 0: |          | 5051/? [39:53<00:00,  2.11it/s]\nEpoch 0: |          | 5052/? [39:54<00:00,  2.11it/s]\nEpoch 0: |          | 5052/? [39:54<00:00,  2.11it/s]\nEpoch 0: |          | 5053/? [39:54<00:00,  2.11it/s]\nEpoch 0: |          | 5053/? [39:54<00:00,  2.11it/s]\nEpoch 0: |          | 5054/? [39:55<00:00,  2.11it/s]\nEpoch 0: |          | 5054/? [39:55<00:00,  2.11it/s]\nEpoch 0: |          | 5055/? [39:55<00:00,  2.11it/s]\nEpoch 0: |          | 5055/? [39:55<00:00,  2.11it/s]\nEpoch 0: |          | 5056/? [39:56<00:00,  2.11it/s]\nEpoch 0: |          | 5056/? [39:56<00:00,  2.11it/s]\nEpoch 0: |          | 5057/? [39:56<00:00,  2.11it/s]\nEpoch 0: |          | 5057/? [39:56<00:00,  2.11it/s]\nEpoch 0: |          | 5058/? [39:57<00:00,  2.11it/s]\nEpoch 0: |          | 5058/? [39:57<00:00,  2.11it/s]\nEpoch 0: |          | 5059/? [39:57<00:00,  2.11it/s]\nEpoch 0: |          | 5059/? [39:57<00:00,  2.11it/s]\nEpoch 0: |          | 5060/? [39:57<00:00,  2.11it/s]\nEpoch 0: |          | 5060/? [39:57<00:00,  2.11it/s]\nEpoch 0: |          | 5061/? [39:58<00:00,  2.11it/s]\nEpoch 0: |          | 5061/? [39:58<00:00,  2.11it/s]\nEpoch 0: |          | 5062/? [39:58<00:00,  2.11it/s]\nEpoch 0: |          | 5062/? [39:58<00:00,  2.11it/s]\nEpoch 0: |          | 5063/? [39:59<00:00,  2.11it/s]\nEpoch 0: |          | 5063/? [39:59<00:00,  2.11it/s]\nEpoch 0: |          | 5064/? [39:59<00:00,  2.11it/s]\nEpoch 0: |          | 5064/? [39:59<00:00,  2.11it/s]\nEpoch 0: |          | 5065/? [40:00<00:00,  2.11it/s]\nEpoch 0: |          | 5065/? [40:00<00:00,  2.11it/s]\nEpoch 0: |          | 5066/? [40:00<00:00,  2.11it/s]\nEpoch 0: |          | 5066/? [40:00<00:00,  2.11it/s]\nEpoch 0: |          | 5067/? [40:00<00:00,  2.11it/s]\nEpoch 0: |          | 5067/? [40:00<00:00,  2.11it/s]\nEpoch 0: |          | 5068/? [40:01<00:00,  2.11it/s]\nEpoch 0: |          | 5068/? [40:01<00:00,  2.11it/s]\nEpoch 0: |          | 5069/? [40:01<00:00,  2.11it/s]\nEpoch 0: |          | 5069/? [40:01<00:00,  2.11it/s]\nEpoch 0: |          | 5070/? [40:02<00:00,  2.11it/s]\nEpoch 0: |          | 5070/? [40:02<00:00,  2.11it/s]\nEpoch 0: |          | 5071/? [40:02<00:00,  2.11it/s]\nEpoch 0: |          | 5071/? [40:02<00:00,  2.11it/s]\nEpoch 0: |          | 5072/? [40:02<00:00,  2.11it/s]\nEpoch 0: |          | 5072/? [40:02<00:00,  2.11it/s]\nEpoch 0: |          | 5073/? [40:03<00:00,  2.11it/s]\nEpoch 0: |          | 5073/? [40:03<00:00,  2.11it/s]\nEpoch 0: |          | 5074/? [40:03<00:00,  2.11it/s]\nEpoch 0: |          | 5074/? [40:03<00:00,  2.11it/s]\nEpoch 0: |          | 5075/? [40:04<00:00,  2.11it/s]\nEpoch 0: |          | 5075/? [40:04<00:00,  2.11it/s]\nEpoch 0: |          | 5076/? [40:04<00:00,  2.11it/s]\nEpoch 0: |          | 5076/? [40:04<00:00,  2.11it/s]\nEpoch 0: |          | 5077/? [40:04<00:00,  2.11it/s]\nEpoch 0: |          | 5077/? [40:04<00:00,  2.11it/s]\nEpoch 0: |          | 5078/? [40:05<00:00,  2.11it/s]\nEpoch 0: |          | 5078/? [40:05<00:00,  2.11it/s]\nEpoch 0: |          | 5079/? [40:05<00:00,  2.11it/s]\nEpoch 0: |          | 5079/? [40:05<00:00,  2.11it/s]\nEpoch 0: |          | 5080/? [40:06<00:00,  2.11it/s]\nEpoch 0: |          | 5080/? [40:06<00:00,  2.11it/s]\nEpoch 0: |          | 5081/? [40:06<00:00,  2.11it/s]\nEpoch 0: |          | 5081/? [40:06<00:00,  2.11it/s]\nEpoch 0: |          | 5082/? [40:07<00:00,  2.11it/s]\nEpoch 0: |          | 5082/? [40:07<00:00,  2.11it/s]\nEpoch 0: |          | 5083/? [40:07<00:00,  2.11it/s]\nEpoch 0: |          | 5083/? [40:07<00:00,  2.11it/s]\nEpoch 0: |          | 5084/? [40:07<00:00,  2.11it/s]\nEpoch 0: |          | 5084/? [40:07<00:00,  2.11it/s]\nEpoch 0: |          | 5085/? [40:08<00:00,  2.11it/s]\nEpoch 0: |          | 5085/? [40:08<00:00,  2.11it/s]\nEpoch 0: |          | 5086/? [40:08<00:00,  2.11it/s]\nEpoch 0: |          | 5086/? [40:08<00:00,  2.11it/s]\nEpoch 0: |          | 5087/? [40:08<00:00,  2.11it/s]\nEpoch 0: |          | 5087/? [40:08<00:00,  2.11it/s]\nEpoch 0: |          | 5088/? [40:09<00:00,  2.11it/s]\nEpoch 0: |          | 5088/? [40:09<00:00,  2.11it/s]\nEpoch 0: |          | 5089/? [40:09<00:00,  2.11it/s]\nEpoch 0: |          | 5089/? [40:09<00:00,  2.11it/s]\nEpoch 0: |          | 5090/? [40:10<00:00,  2.11it/s]\nEpoch 0: |          | 5090/? [40:10<00:00,  2.11it/s]\nEpoch 0: |          | 5091/? [40:10<00:00,  2.11it/s]\nEpoch 0: |          | 5091/? [40:10<00:00,  2.11it/s]\nEpoch 0: |          | 5092/? [40:11<00:00,  2.11it/s]\nEpoch 0: |          | 5092/? [40:11<00:00,  2.11it/s]\nEpoch 0: |          | 5093/? [40:11<00:00,  2.11it/s]\nEpoch 0: |          | 5093/? [40:11<00:00,  2.11it/s]\nEpoch 0: |          | 5094/? [40:11<00:00,  2.11it/s]\nEpoch 0: |          | 5094/? [40:11<00:00,  2.11it/s]\nEpoch 0: |          | 5095/? [40:12<00:00,  2.11it/s]\nEpoch 0: |          | 5095/? [40:12<00:00,  2.11it/s]\nEpoch 0: |          | 5096/? [40:12<00:00,  2.11it/s]\nEpoch 0: |          | 5096/? [40:12<00:00,  2.11it/s]\nEpoch 0: |          | 5097/? [40:13<00:00,  2.11it/s]\nEpoch 0: |          | 5097/? [40:13<00:00,  2.11it/s]\nEpoch 0: |          | 5098/? [40:13<00:00,  2.11it/s]\nEpoch 0: |          | 5098/? [40:13<00:00,  2.11it/s]\nEpoch 0: |          | 5099/? [40:14<00:00,  2.11it/s]\nEpoch 0: |          | 5099/? [40:14<00:00,  2.11it/s]\nEpoch 0: |          | 5100/? [40:14<00:00,  2.11it/s]\nEpoch 0: |          | 5100/? [40:14<00:00,  2.11it/s]\nEpoch 0: |          | 5101/? [40:14<00:00,  2.11it/s]\nEpoch 0: |          | 5101/? [40:14<00:00,  2.11it/s]\nEpoch 0: |          | 5102/? [40:15<00:00,  2.11it/s]\nEpoch 0: |          | 5102/? [40:15<00:00,  2.11it/s]\nEpoch 0: |          | 5103/? [40:15<00:00,  2.11it/s]\nEpoch 0: |          | 5103/? [40:15<00:00,  2.11it/s]\nEpoch 0: |          | 5104/? [40:16<00:00,  2.11it/s]\nEpoch 0: |          | 5104/? [40:16<00:00,  2.11it/s]\nEpoch 0: |          | 5105/? [40:16<00:00,  2.11it/s]\nEpoch 0: |          | 5105/? [40:16<00:00,  2.11it/s]\nEpoch 0: |          | 5106/? [40:16<00:00,  2.11it/s]\nEpoch 0: |          | 5106/? [40:16<00:00,  2.11it/s]\nEpoch 0: |          | 5107/? [40:17<00:00,  2.11it/s]\nEpoch 0: |          | 5107/? [40:17<00:00,  2.11it/s]\nEpoch 0: |          | 5108/? [40:17<00:00,  2.11it/s]\nEpoch 0: |          | 5108/? [40:17<00:00,  2.11it/s]\nEpoch 0: |          | 5109/? [40:18<00:00,  2.11it/s]\nEpoch 0: |          | 5109/? [40:18<00:00,  2.11it/s]\nEpoch 0: |          | 5110/? [40:18<00:00,  2.11it/s]\nEpoch 0: |          | 5110/? [40:18<00:00,  2.11it/s]\nEpoch 0: |          | 5111/? [40:19<00:00,  2.11it/s]\nEpoch 0: |          | 5111/? [40:19<00:00,  2.11it/s]\nEpoch 0: |          | 5112/? [40:19<00:00,  2.11it/s]\nEpoch 0: |          | 5112/? [40:19<00:00,  2.11it/s]\nEpoch 0: |          | 5113/? [40:19<00:00,  2.11it/s]\nEpoch 0: |          | 5113/? [40:19<00:00,  2.11it/s]\nEpoch 0: |          | 5114/? [40:20<00:00,  2.11it/s]\nEpoch 0: |          | 5114/? [40:20<00:00,  2.11it/s]\nEpoch 0: |          | 5115/? [40:20<00:00,  2.11it/s]\nEpoch 0: |          | 5115/? [40:20<00:00,  2.11it/s]\nEpoch 0: |          | 5116/? [40:21<00:00,  2.11it/s]\nEpoch 0: |          | 5116/? [40:21<00:00,  2.11it/s]\nEpoch 0: |          | 5117/? [40:21<00:00,  2.11it/s]\nEpoch 0: |          | 5117/? [40:21<00:00,  2.11it/s]\nEpoch 0: |          | 5118/? [40:21<00:00,  2.11it/s]\nEpoch 0: |          | 5118/? [40:21<00:00,  2.11it/s]\nEpoch 0: |          | 5119/? [40:22<00:00,  2.11it/s]\nEpoch 0: |          | 5119/? [40:22<00:00,  2.11it/s]\nEpoch 0: |          | 5120/? [40:22<00:00,  2.11it/s]\nEpoch 0: |          | 5120/? [40:22<00:00,  2.11it/s]\nEpoch 0: |          | 5121/? [40:23<00:00,  2.11it/s]\nEpoch 0: |          | 5121/? [40:23<00:00,  2.11it/s]\nEpoch 0: |          | 5122/? [40:23<00:00,  2.11it/s]\nEpoch 0: |          | 5122/? [40:23<00:00,  2.11it/s]\nEpoch 0: |          | 5123/? [40:24<00:00,  2.11it/s]\nEpoch 0: |          | 5123/? [40:24<00:00,  2.11it/s]\nEpoch 0: |          | 5124/? [40:24<00:00,  2.11it/s]\nEpoch 0: |          | 5124/? [40:24<00:00,  2.11it/s]\nEpoch 0: |          | 5125/? [40:25<00:00,  2.11it/s]\nEpoch 0: |          | 5125/? [40:25<00:00,  2.11it/s]\nEpoch 0: |          | 5126/? [40:25<00:00,  2.11it/s]\nEpoch 0: |          | 5126/? [40:25<00:00,  2.11it/s]\nEpoch 0: |          | 5127/? [40:25<00:00,  2.11it/s]\nEpoch 0: |          | 5127/? [40:25<00:00,  2.11it/s]\nEpoch 0: |          | 5128/? [40:26<00:00,  2.11it/s]\nEpoch 0: |          | 5128/? [40:26<00:00,  2.11it/s]\nEpoch 0: |          | 5129/? [40:26<00:00,  2.11it/s]\nEpoch 0: |          | 5129/? [40:26<00:00,  2.11it/s]\nEpoch 0: |          | 5130/? [40:27<00:00,  2.11it/s]\nEpoch 0: |          | 5130/? [40:27<00:00,  2.11it/s]\nEpoch 0: |          | 5131/? [40:27<00:00,  2.11it/s]\nEpoch 0: |          | 5131/? [40:27<00:00,  2.11it/s]\nEpoch 0: |          | 5132/? [40:28<00:00,  2.11it/s]\nEpoch 0: |          | 5132/? [40:28<00:00,  2.11it/s]\nEpoch 0: |          | 5133/? [40:28<00:00,  2.11it/s]\nEpoch 0: |          | 5133/? [40:28<00:00,  2.11it/s]\nEpoch 0: |          | 5134/? [40:28<00:00,  2.11it/s]\nEpoch 0: |          | 5134/? [40:28<00:00,  2.11it/s]\nEpoch 0: |          | 5135/? [40:29<00:00,  2.11it/s]\nEpoch 0: |          | 5135/? [40:29<00:00,  2.11it/s]\nEpoch 0: |          | 5136/? [40:29<00:00,  2.11it/s]\nEpoch 0: |          | 5136/? [40:29<00:00,  2.11it/s]\nEpoch 0: |          | 5137/? [40:30<00:00,  2.11it/s]\nEpoch 0: |          | 5137/? [40:30<00:00,  2.11it/s]\nEpoch 0: |          | 5138/? [40:30<00:00,  2.11it/s]\nEpoch 0: |          | 5138/? [40:30<00:00,  2.11it/s]\nEpoch 0: |          | 5139/? [40:30<00:00,  2.11it/s]\nEpoch 0: |          | 5139/? [40:30<00:00,  2.11it/s]\nEpoch 0: |          | 5140/? [40:31<00:00,  2.11it/s]\nEpoch 0: |          | 5140/? [40:31<00:00,  2.11it/s]\nEpoch 0: |          | 5141/? [40:31<00:00,  2.11it/s]\nEpoch 0: |          | 5141/? [40:31<00:00,  2.11it/s]\nEpoch 0: |          | 5142/? [40:32<00:00,  2.11it/s]\nEpoch 0: |          | 5142/? [40:32<00:00,  2.11it/s]\nEpoch 0: |          | 5143/? [40:32<00:00,  2.11it/s]\nEpoch 0: |          | 5143/? [40:32<00:00,  2.11it/s]\nEpoch 0: |          | 5144/? [40:33<00:00,  2.11it/s]\nEpoch 0: |          | 5144/? [40:33<00:00,  2.11it/s]\nEpoch 0: |          | 5145/? [40:33<00:00,  2.11it/s]\nEpoch 0: |          | 5145/? [40:33<00:00,  2.11it/s]\nEpoch 0: |          | 5146/? [40:33<00:00,  2.11it/s]\nEpoch 0: |          | 5146/? [40:33<00:00,  2.11it/s]\nEpoch 0: |          | 5147/? [40:34<00:00,  2.11it/s]\nEpoch 0: |          | 5147/? [40:34<00:00,  2.11it/s]\nEpoch 0: |          | 5148/? [40:34<00:00,  2.11it/s]\nEpoch 0: |          | 5148/? [40:34<00:00,  2.11it/s]\nEpoch 0: |          | 5149/? [40:35<00:00,  2.11it/s]\nEpoch 0: |          | 5149/? [40:35<00:00,  2.11it/s]\nEpoch 0: |          | 5150/? [40:35<00:00,  2.11it/s]\nEpoch 0: |          | 5150/? [40:35<00:00,  2.11it/s]\nEpoch 0: |          | 5151/? [40:36<00:00,  2.11it/s]\nEpoch 0: |          | 5151/? [40:36<00:00,  2.11it/s]\nEpoch 0: |          | 5152/? [40:36<00:00,  2.11it/s]\nEpoch 0: |          | 5152/? [40:36<00:00,  2.11it/s]\nEpoch 0: |          | 5153/? [40:36<00:00,  2.11it/s]\nEpoch 0: |          | 5153/? [40:36<00:00,  2.11it/s]\nEpoch 0: |          | 5154/? [40:37<00:00,  2.11it/s]\nEpoch 0: |          | 5154/? [40:37<00:00,  2.11it/s]\nEpoch 0: |          | 5155/? [40:37<00:00,  2.11it/s]\nEpoch 0: |          | 5155/? [40:37<00:00,  2.11it/s]\nEpoch 0: |          | 5156/? [40:38<00:00,  2.11it/s]\nEpoch 0: |          | 5156/? [40:38<00:00,  2.11it/s]\nEpoch 0: |          | 5157/? [40:38<00:00,  2.11it/s]\nEpoch 0: |          | 5157/? [40:38<00:00,  2.11it/s]\nEpoch 0: |          | 5158/? [40:38<00:00,  2.11it/s]\nEpoch 0: |          | 5158/? [40:38<00:00,  2.11it/s]\nEpoch 0: |          | 5159/? [40:39<00:00,  2.11it/s]\nEpoch 0: |          | 5159/? [40:39<00:00,  2.11it/s]\nEpoch 0: |          | 5160/? [40:39<00:00,  2.11it/s]\nEpoch 0: |          | 5160/? [40:39<00:00,  2.11it/s]\nEpoch 0: |          | 5161/? [40:40<00:00,  2.11it/s]\nEpoch 0: |          | 5161/? [40:40<00:00,  2.11it/s]\nEpoch 0: |          | 5162/? [40:40<00:00,  2.12it/s]\nEpoch 0: |          | 5162/? [40:40<00:00,  2.12it/s]\nEpoch 0: |          | 5163/? [40:41<00:00,  2.12it/s]\nEpoch 0: |          | 5163/? [40:41<00:00,  2.12it/s]\nEpoch 0: |          | 5164/? [40:41<00:00,  2.12it/s]\nEpoch 0: |          | 5164/? [40:41<00:00,  2.12it/s]\nEpoch 0: |          | 5165/? [40:41<00:00,  2.12it/s]\nEpoch 0: |          | 5165/? [40:41<00:00,  2.12it/s]\nEpoch 0: |          | 5166/? [40:42<00:00,  2.12it/s]\nEpoch 0: |          | 5166/? [40:42<00:00,  2.12it/s]\nEpoch 0: |          | 5167/? [40:42<00:00,  2.12it/s]\nEpoch 0: |          | 5167/? [40:42<00:00,  2.12it/s]\nEpoch 0: |          | 5168/? [40:43<00:00,  2.12it/s]\nEpoch 0: |          | 5168/? [40:43<00:00,  2.12it/s]\nEpoch 0: |          | 5169/? [40:43<00:00,  2.12it/s]\nEpoch 0: |          | 5169/? [40:43<00:00,  2.12it/s]\nEpoch 0: |          | 5170/? [40:43<00:00,  2.12it/s]\nEpoch 0: |          | 5170/? [40:43<00:00,  2.12it/s]\nEpoch 0: |          | 5171/? [40:44<00:00,  2.12it/s]\nEpoch 0: |          | 5171/? [40:44<00:00,  2.12it/s]\nEpoch 0: |          | 5172/? [40:44<00:00,  2.12it/s]\nEpoch 0: |          | 5172/? [40:44<00:00,  2.12it/s]\nEpoch 0: |          | 5173/? [40:45<00:00,  2.12it/s]\nEpoch 0: |          | 5173/? [40:45<00:00,  2.12it/s]\nEpoch 0: |          | 5174/? [40:45<00:00,  2.12it/s]\nEpoch 0: |          | 5174/? [40:45<00:00,  2.12it/s]\nEpoch 0: |          | 5175/? [40:46<00:00,  2.12it/s]\nEpoch 0: |          | 5175/? [40:46<00:00,  2.12it/s]\nEpoch 0: |          | 5176/? [40:46<00:00,  2.12it/s]\nEpoch 0: |          | 5176/? [40:46<00:00,  2.12it/s]\nEpoch 0: |          | 5177/? [40:46<00:00,  2.12it/s]\nEpoch 0: |          | 5177/? [40:46<00:00,  2.12it/s]\nEpoch 0: |          | 5178/? [40:47<00:00,  2.12it/s]\nEpoch 0: |          | 5178/? [40:47<00:00,  2.12it/s]\nEpoch 0: |          | 5179/? [40:47<00:00,  2.12it/s]\nEpoch 0: |          | 5179/? [40:47<00:00,  2.12it/s]\nEpoch 0: |          | 5180/? [40:48<00:00,  2.12it/s]\nEpoch 0: |          | 5180/? [40:48<00:00,  2.12it/s]\nEpoch 0: |          | 5181/? [40:48<00:00,  2.12it/s]\nEpoch 0: |          | 5181/? [40:48<00:00,  2.12it/s]\nEpoch 0: |          | 5182/? [40:48<00:00,  2.12it/s]\nEpoch 0: |          | 5182/? [40:48<00:00,  2.12it/s]\nEpoch 0: |          | 5183/? [40:49<00:00,  2.12it/s]\nEpoch 0: |          | 5183/? [40:49<00:00,  2.12it/s]\nEpoch 0: |          | 5184/? [40:49<00:00,  2.12it/s]\nEpoch 0: |          | 5184/? [40:49<00:00,  2.12it/s]\nEpoch 0: |          | 5185/? [40:50<00:00,  2.12it/s]\nEpoch 0: |          | 5185/? [40:50<00:00,  2.12it/s]\nEpoch 0: |          | 5186/? [40:50<00:00,  2.12it/s]\nEpoch 0: |          | 5186/? [40:50<00:00,  2.12it/s]\nEpoch 0: |          | 5187/? [40:50<00:00,  2.12it/s]\nEpoch 0: |          | 5187/? [40:50<00:00,  2.12it/s]\nEpoch 0: |          | 5188/? [40:51<00:00,  2.12it/s]\nEpoch 0: |          | 5188/? [40:51<00:00,  2.12it/s]\nEpoch 0: |          | 5189/? [40:51<00:00,  2.12it/s]\nEpoch 0: |          | 5189/? [40:51<00:00,  2.12it/s]\nEpoch 0: |          | 5190/? [40:52<00:00,  2.12it/s]\nEpoch 0: |          | 5190/? [40:52<00:00,  2.12it/s]\nEpoch 0: |          | 5191/? [40:52<00:00,  2.12it/s]\nEpoch 0: |          | 5191/? [40:52<00:00,  2.12it/s]\nEpoch 0: |          | 5192/? [40:52<00:00,  2.12it/s]\nEpoch 0: |          | 5192/? [40:52<00:00,  2.12it/s]\nEpoch 0: |          | 5193/? [40:53<00:00,  2.12it/s]\nEpoch 0: |          | 5193/? [40:53<00:00,  2.12it/s]\nEpoch 0: |          | 5194/? [40:53<00:00,  2.12it/s]\nEpoch 0: |          | 5194/? [40:53<00:00,  2.12it/s]\nEpoch 0: |          | 5195/? [40:54<00:00,  2.12it/s]\nEpoch 0: |          | 5195/? [40:54<00:00,  2.12it/s]\nEpoch 0: |          | 5196/? [40:54<00:00,  2.12it/s]\nEpoch 0: |          | 5196/? [40:54<00:00,  2.12it/s]\nEpoch 0: |          | 5197/? [40:55<00:00,  2.12it/s]\nEpoch 0: |          | 5197/? [40:55<00:00,  2.12it/s]\nEpoch 0: |          | 5198/? [40:55<00:00,  2.12it/s]\nEpoch 0: |          | 5198/? [40:55<00:00,  2.12it/s]\nEpoch 0: |          | 5199/? [40:55<00:00,  2.12it/s]\nEpoch 0: |          | 5199/? [40:55<00:00,  2.12it/s]\nEpoch 0: |          | 5200/? [40:56<00:00,  2.12it/s]\nEpoch 0: |          | 5200/? [40:56<00:00,  2.12it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  8.66it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  7.24it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.22it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.09it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 5200/? [40:56<00:00,  2.12it/s]\nEpoch 0: |          | 5201/? [40:57<00:00,  2.12it/s]\nEpoch 0: |          | 5201/? [40:57<00:00,  2.12it/s]\nEpoch 0: |          | 5202/? [40:57<00:00,  2.12it/s]\nEpoch 0: |          | 5202/? [40:57<00:00,  2.12it/s]\nEpoch 0: |          | 5203/? [40:57<00:00,  2.12it/s]\nEpoch 0: |          | 5203/? [40:57<00:00,  2.12it/s]\nEpoch 0: |          | 5204/? [40:58<00:00,  2.12it/s]\nEpoch 0: |          | 5204/? [40:58<00:00,  2.12it/s]\nEpoch 0: |          | 5205/? [40:58<00:00,  2.12it/s]\nEpoch 0: |          | 5205/? [40:58<00:00,  2.12it/s]\nEpoch 0: |          | 5206/? [40:59<00:00,  2.12it/s]\nEpoch 0: |          | 5206/? [40:59<00:00,  2.12it/s]\nEpoch 0: |          | 5207/? [40:59<00:00,  2.12it/s]\nEpoch 0: |          | 5207/? [40:59<00:00,  2.12it/s]\nEpoch 0: |          | 5208/? [41:00<00:00,  2.12it/s]\nEpoch 0: |          | 5208/? [41:00<00:00,  2.12it/s]\nEpoch 0: |          | 5209/? [41:00<00:00,  2.12it/s]\nEpoch 0: |          | 5209/? [41:00<00:00,  2.12it/s]\nEpoch 0: |          | 5210/? [41:00<00:00,  2.12it/s]\nEpoch 0: |          | 5210/? [41:00<00:00,  2.12it/s]\nEpoch 0: |          | 5211/? [41:01<00:00,  2.12it/s]\nEpoch 0: |          | 5211/? [41:01<00:00,  2.12it/s]\nEpoch 0: |          | 5212/? [41:01<00:00,  2.12it/s]\nEpoch 0: |          | 5212/? [41:01<00:00,  2.12it/s]\nEpoch 0: |          | 5213/? [41:02<00:00,  2.12it/s]\nEpoch 0: |          | 5213/? [41:02<00:00,  2.12it/s]\nEpoch 0: |          | 5214/? [41:02<00:00,  2.12it/s]\nEpoch 0: |          | 5214/? [41:02<00:00,  2.12it/s]\nEpoch 0: |          | 5215/? [41:02<00:00,  2.12it/s]\nEpoch 0: |          | 5215/? [41:02<00:00,  2.12it/s]\nEpoch 0: |          | 5216/? [41:03<00:00,  2.12it/s]\nEpoch 0: |          | 5216/? [41:03<00:00,  2.12it/s]\nEpoch 0: |          | 5217/? [41:03<00:00,  2.12it/s]\nEpoch 0: |          | 5217/? [41:03<00:00,  2.12it/s]\nEpoch 0: |          | 5218/? [41:04<00:00,  2.12it/s]\nEpoch 0: |          | 5218/? [41:04<00:00,  2.12it/s]\nEpoch 0: |          | 5219/? [41:04<00:00,  2.12it/s]\nEpoch 0: |          | 5219/? [41:04<00:00,  2.12it/s]\nEpoch 0: |          | 5220/? [41:04<00:00,  2.12it/s]\nEpoch 0: |          | 5220/? [41:04<00:00,  2.12it/s]\nEpoch 0: |          | 5221/? [41:05<00:00,  2.12it/s]\nEpoch 0: |          | 5221/? [41:05<00:00,  2.12it/s]\nEpoch 0: |          | 5222/? [41:05<00:00,  2.12it/s]\nEpoch 0: |          | 5222/? [41:05<00:00,  2.12it/s]\nEpoch 0: |          | 5223/? [41:06<00:00,  2.12it/s]\nEpoch 0: |          | 5223/? [41:06<00:00,  2.12it/s]\nEpoch 0: |          | 5224/? [41:06<00:00,  2.12it/s]\nEpoch 0: |          | 5224/? [41:06<00:00,  2.12it/s]\nEpoch 0: |          | 5225/? [41:07<00:00,  2.12it/s]\nEpoch 0: |          | 5225/? [41:07<00:00,  2.12it/s]\nEpoch 0: |          | 5226/? [41:07<00:00,  2.12it/s]\nEpoch 0: |          | 5226/? [41:07<00:00,  2.12it/s]\nEpoch 0: |          | 5227/? [41:07<00:00,  2.12it/s]\nEpoch 0: |          | 5227/? [41:07<00:00,  2.12it/s]\nEpoch 0: |          | 5228/? [41:08<00:00,  2.12it/s]\nEpoch 0: |          | 5228/? [41:08<00:00,  2.12it/s]\nEpoch 0: |          | 5229/? [41:08<00:00,  2.12it/s]\nEpoch 0: |          | 5229/? [41:08<00:00,  2.12it/s]\nEpoch 0: |          | 5230/? [41:09<00:00,  2.12it/s]\nEpoch 0: |          | 5230/? [41:09<00:00,  2.12it/s]\nEpoch 0: |          | 5231/? [41:09<00:00,  2.12it/s]\nEpoch 0: |          | 5231/? [41:09<00:00,  2.12it/s]\nEpoch 0: |          | 5232/? [41:09<00:00,  2.12it/s]\nEpoch 0: |          | 5232/? [41:09<00:00,  2.12it/s]\nEpoch 0: |          | 5233/? [41:10<00:00,  2.12it/s]\nEpoch 0: |          | 5233/? [41:10<00:00,  2.12it/s]\nEpoch 0: |          | 5234/? [41:10<00:00,  2.12it/s]\nEpoch 0: |          | 5234/? [41:10<00:00,  2.12it/s]\nEpoch 0: |          | 5235/? [41:11<00:00,  2.12it/s]\nEpoch 0: |          | 5235/? [41:11<00:00,  2.12it/s]\nEpoch 0: |          | 5236/? [41:11<00:00,  2.12it/s]\nEpoch 0: |          | 5236/? [41:11<00:00,  2.12it/s]\nEpoch 0: |          | 5237/? [41:12<00:00,  2.12it/s]\nEpoch 0: |          | 5237/? [41:12<00:00,  2.12it/s]\nEpoch 0: |          | 5238/? [41:12<00:00,  2.12it/s]\nEpoch 0: |          | 5238/? [41:12<00:00,  2.12it/s]\nEpoch 0: |          | 5239/? [41:12<00:00,  2.12it/s]\nEpoch 0: |          | 5239/? [41:12<00:00,  2.12it/s]\nEpoch 0: |          | 5240/? [41:13<00:00,  2.12it/s]\nEpoch 0: |          | 5240/? [41:13<00:00,  2.12it/s]\nEpoch 0: |          | 5241/? [41:13<00:00,  2.12it/s]\nEpoch 0: |          | 5241/? [41:13<00:00,  2.12it/s]\nEpoch 0: |          | 5242/? [41:14<00:00,  2.12it/s]\nEpoch 0: |          | 5242/? [41:14<00:00,  2.12it/s]\nEpoch 0: |          | 5243/? [41:14<00:00,  2.12it/s]\nEpoch 0: |          | 5243/? [41:14<00:00,  2.12it/s]\nEpoch 0: |          | 5244/? [41:15<00:00,  2.12it/s]\nEpoch 0: |          | 5244/? [41:15<00:00,  2.12it/s]\nEpoch 0: |          | 5245/? [41:15<00:00,  2.12it/s]\nEpoch 0: |          | 5245/? [41:15<00:00,  2.12it/s]\nEpoch 0: |          | 5246/? [41:15<00:00,  2.12it/s]\nEpoch 0: |          | 5246/? [41:15<00:00,  2.12it/s]\nEpoch 0: |          | 5247/? [41:16<00:00,  2.12it/s]\nEpoch 0: |          | 5247/? [41:16<00:00,  2.12it/s]\nEpoch 0: |          | 5248/? [41:16<00:00,  2.12it/s]\nEpoch 0: |          | 5248/? [41:16<00:00,  2.12it/s]\nEpoch 0: |          | 5249/? [41:17<00:00,  2.12it/s]\nEpoch 0: |          | 5249/? [41:17<00:00,  2.12it/s]\nEpoch 0: |          | 5250/? [41:17<00:00,  2.12it/s]\nEpoch 0: |          | 5250/? [41:17<00:00,  2.12it/s]\nEpoch 0: |          | 5251/? [41:18<00:00,  2.12it/s]\nEpoch 0: |          | 5251/? [41:18<00:00,  2.12it/s]\nEpoch 0: |          | 5252/? [41:18<00:00,  2.12it/s]\nEpoch 0: |          | 5252/? [41:18<00:00,  2.12it/s]\nEpoch 0: |          | 5253/? [41:18<00:00,  2.12it/s]\nEpoch 0: |          | 5253/? [41:18<00:00,  2.12it/s]\nEpoch 0: |          | 5254/? [41:19<00:00,  2.12it/s]\nEpoch 0: |          | 5254/? [41:19<00:00,  2.12it/s]\nEpoch 0: |          | 5255/? [41:19<00:00,  2.12it/s]\nEpoch 0: |          | 5255/? [41:19<00:00,  2.12it/s]\nEpoch 0: |          | 5256/? [41:20<00:00,  2.12it/s]\nEpoch 0: |          | 5256/? [41:20<00:00,  2.12it/s]\nEpoch 0: |          | 5257/? [41:20<00:00,  2.12it/s]\nEpoch 0: |          | 5257/? [41:20<00:00,  2.12it/s]\nEpoch 0: |          | 5258/? [41:20<00:00,  2.12it/s]\nEpoch 0: |          | 5258/? [41:20<00:00,  2.12it/s]\nEpoch 0: |          | 5259/? [41:21<00:00,  2.12it/s]\nEpoch 0: |          | 5259/? [41:21<00:00,  2.12it/s]\nEpoch 0: |          | 5260/? [41:21<00:00,  2.12it/s]\nEpoch 0: |          | 5260/? [41:21<00:00,  2.12it/s]\nEpoch 0: |          | 5261/? [41:22<00:00,  2.12it/s]\nEpoch 0: |          | 5261/? [41:22<00:00,  2.12it/s]\nEpoch 0: |          | 5262/? [41:22<00:00,  2.12it/s]\nEpoch 0: |          | 5262/? [41:22<00:00,  2.12it/s]\nEpoch 0: |          | 5263/? [41:22<00:00,  2.12it/s]\nEpoch 0: |          | 5263/? [41:22<00:00,  2.12it/s]\nEpoch 0: |          | 5264/? [41:23<00:00,  2.12it/s]\nEpoch 0: |          | 5264/? [41:23<00:00,  2.12it/s]\nEpoch 0: |          | 5265/? [41:23<00:00,  2.12it/s]\nEpoch 0: |          | 5265/? [41:23<00:00,  2.12it/s]\nEpoch 0: |          | 5266/? [41:24<00:00,  2.12it/s]\nEpoch 0: |          | 5266/? [41:24<00:00,  2.12it/s]\nEpoch 0: |          | 5267/? [41:24<00:00,  2.12it/s]\nEpoch 0: |          | 5267/? [41:24<00:00,  2.12it/s]\nEpoch 0: |          | 5268/? [41:24<00:00,  2.12it/s]\nEpoch 0: |          | 5268/? [41:24<00:00,  2.12it/s]\nEpoch 0: |          | 5269/? [41:25<00:00,  2.12it/s]\nEpoch 0: |          | 5269/? [41:25<00:00,  2.12it/s]\nEpoch 0: |          | 5270/? [41:25<00:00,  2.12it/s]\nEpoch 0: |          | 5270/? [41:25<00:00,  2.12it/s]\nEpoch 0: |          | 5271/? [41:26<00:00,  2.12it/s]\nEpoch 0: |          | 5271/? [41:26<00:00,  2.12it/s]\nEpoch 0: |          | 5272/? [41:26<00:00,  2.12it/s]\nEpoch 0: |          | 5272/? [41:26<00:00,  2.12it/s]\nEpoch 0: |          | 5273/? [41:27<00:00,  2.12it/s]\nEpoch 0: |          | 5273/? [41:27<00:00,  2.12it/s]\nEpoch 0: |          | 5274/? [41:27<00:00,  2.12it/s]\nEpoch 0: |          | 5274/? [41:27<00:00,  2.12it/s]\nEpoch 0: |          | 5275/? [41:27<00:00,  2.12it/s]\nEpoch 0: |          | 5275/? [41:27<00:00,  2.12it/s]\nEpoch 0: |          | 5276/? [41:28<00:00,  2.12it/s]\nEpoch 0: |          | 5276/? [41:28<00:00,  2.12it/s]\nEpoch 0: |          | 5277/? [41:28<00:00,  2.12it/s]\nEpoch 0: |          | 5277/? [41:28<00:00,  2.12it/s]\nEpoch 0: |          | 5278/? [41:29<00:00,  2.12it/s]\nEpoch 0: |          | 5278/? [41:29<00:00,  2.12it/s]\nEpoch 0: |          | 5279/? [41:29<00:00,  2.12it/s]\nEpoch 0: |          | 5279/? [41:29<00:00,  2.12it/s]\nEpoch 0: |          | 5280/? [41:29<00:00,  2.12it/s]\nEpoch 0: |          | 5280/? [41:29<00:00,  2.12it/s]\nEpoch 0: |          | 5281/? [41:30<00:00,  2.12it/s]\nEpoch 0: |          | 5281/? [41:30<00:00,  2.12it/s]\nEpoch 0: |          | 5282/? [41:30<00:00,  2.12it/s]\nEpoch 0: |          | 5282/? [41:30<00:00,  2.12it/s]\nEpoch 0: |          | 5283/? [41:31<00:00,  2.12it/s]\nEpoch 0: |          | 5283/? [41:31<00:00,  2.12it/s]\nEpoch 0: |          | 5284/? [41:31<00:00,  2.12it/s]\nEpoch 0: |          | 5284/? [41:31<00:00,  2.12it/s]\nEpoch 0: |          | 5285/? [41:32<00:00,  2.12it/s]\nEpoch 0: |          | 5285/? [41:32<00:00,  2.12it/s]\nEpoch 0: |          | 5286/? [41:32<00:00,  2.12it/s]\nEpoch 0: |          | 5286/? [41:32<00:00,  2.12it/s]\nEpoch 0: |          | 5287/? [41:32<00:00,  2.12it/s]\nEpoch 0: |          | 5287/? [41:32<00:00,  2.12it/s]\nEpoch 0: |          | 5288/? [41:33<00:00,  2.12it/s]\nEpoch 0: |          | 5288/? [41:33<00:00,  2.12it/s]\nEpoch 0: |          | 5289/? [41:33<00:00,  2.12it/s]\nEpoch 0: |          | 5289/? [41:33<00:00,  2.12it/s]\nEpoch 0: |          | 5290/? [41:34<00:00,  2.12it/s]\nEpoch 0: |          | 5290/? [41:34<00:00,  2.12it/s]\nEpoch 0: |          | 5291/? [41:34<00:00,  2.12it/s]\nEpoch 0: |          | 5291/? [41:34<00:00,  2.12it/s]\nEpoch 0: |          | 5292/? [41:35<00:00,  2.12it/s]\nEpoch 0: |          | 5292/? [41:35<00:00,  2.12it/s]\nEpoch 0: |          | 5293/? [41:35<00:00,  2.12it/s]\nEpoch 0: |          | 5293/? [41:35<00:00,  2.12it/s]\nEpoch 0: |          | 5294/? [41:35<00:00,  2.12it/s]\nEpoch 0: |          | 5294/? [41:35<00:00,  2.12it/s]\nEpoch 0: |          | 5295/? [41:36<00:00,  2.12it/s]\nEpoch 0: |          | 5295/? [41:36<00:00,  2.12it/s]\nEpoch 0: |          | 5296/? [41:36<00:00,  2.12it/s]\nEpoch 0: |          | 5296/? [41:36<00:00,  2.12it/s]\nEpoch 0: |          | 5297/? [41:37<00:00,  2.12it/s]\nEpoch 0: |          | 5297/? [41:37<00:00,  2.12it/s]\nEpoch 0: |          | 5298/? [41:37<00:00,  2.12it/s]\nEpoch 0: |          | 5298/? [41:37<00:00,  2.12it/s]\nEpoch 0: |          | 5299/? [41:37<00:00,  2.12it/s]\nEpoch 0: |          | 5299/? [41:37<00:00,  2.12it/s]\nEpoch 0: |          | 5300/? [41:38<00:00,  2.12it/s]\nEpoch 0: |          | 5300/? [41:38<00:00,  2.12it/s]\nEpoch 0: |          | 5301/? [41:38<00:00,  2.12it/s]\nEpoch 0: |          | 5301/? [41:38<00:00,  2.12it/s]\nEpoch 0: |          | 5302/? [41:39<00:00,  2.12it/s]\nEpoch 0: |          | 5302/? [41:39<00:00,  2.12it/s]\nEpoch 0: |          | 5303/? [41:39<00:00,  2.12it/s]\nEpoch 0: |          | 5303/? [41:39<00:00,  2.12it/s]\nEpoch 0: |          | 5304/? [41:40<00:00,  2.12it/s]\nEpoch 0: |          | 5304/? [41:40<00:00,  2.12it/s]\nEpoch 0: |          | 5305/? [41:40<00:00,  2.12it/s]\nEpoch 0: |          | 5305/? [41:40<00:00,  2.12it/s]\nEpoch 0: |          | 5306/? [41:40<00:00,  2.12it/s]\nEpoch 0: |          | 5306/? [41:40<00:00,  2.12it/s]\nEpoch 0: |          | 5307/? [41:41<00:00,  2.12it/s]\nEpoch 0: |          | 5307/? [41:41<00:00,  2.12it/s]\nEpoch 0: |          | 5308/? [41:41<00:00,  2.12it/s]\nEpoch 0: |          | 5308/? [41:41<00:00,  2.12it/s]\nEpoch 0: |          | 5309/? [41:42<00:00,  2.12it/s]\nEpoch 0: |          | 5309/? [41:42<00:00,  2.12it/s]\nEpoch 0: |          | 5310/? [41:42<00:00,  2.12it/s]\nEpoch 0: |          | 5310/? [41:42<00:00,  2.12it/s]\nEpoch 0: |          | 5311/? [41:43<00:00,  2.12it/s]\nEpoch 0: |          | 5311/? [41:43<00:00,  2.12it/s]\nEpoch 0: |          | 5312/? [41:43<00:00,  2.12it/s]\nEpoch 0: |          | 5312/? [41:43<00:00,  2.12it/s]\nEpoch 0: |          | 5313/? [41:43<00:00,  2.12it/s]\nEpoch 0: |          | 5313/? [41:43<00:00,  2.12it/s]\nEpoch 0: |          | 5314/? [41:44<00:00,  2.12it/s]\nEpoch 0: |          | 5314/? [41:44<00:00,  2.12it/s]\nEpoch 0: |          | 5315/? [41:44<00:00,  2.12it/s]\nEpoch 0: |          | 5315/? [41:44<00:00,  2.12it/s]\nEpoch 0: |          | 5316/? [41:45<00:00,  2.12it/s]\nEpoch 0: |          | 5316/? [41:45<00:00,  2.12it/s]\nEpoch 0: |          | 5317/? [41:45<00:00,  2.12it/s]\nEpoch 0: |          | 5317/? [41:45<00:00,  2.12it/s]\nEpoch 0: |          | 5318/? [41:45<00:00,  2.12it/s]\nEpoch 0: |          | 5318/? [41:45<00:00,  2.12it/s]\nEpoch 0: |          | 5319/? [41:46<00:00,  2.12it/s]\nEpoch 0: |          | 5319/? [41:46<00:00,  2.12it/s]\nEpoch 0: |          | 5320/? [41:46<00:00,  2.12it/s]\nEpoch 0: |          | 5320/? [41:46<00:00,  2.12it/s]\nEpoch 0: |          | 5321/? [41:47<00:00,  2.12it/s]\nEpoch 0: |          | 5321/? [41:47<00:00,  2.12it/s]\nEpoch 0: |          | 5322/? [41:47<00:00,  2.12it/s]\nEpoch 0: |          | 5322/? [41:47<00:00,  2.12it/s]\nEpoch 0: |          | 5323/? [41:47<00:00,  2.12it/s]\nEpoch 0: |          | 5323/? [41:47<00:00,  2.12it/s]\nEpoch 0: |          | 5324/? [41:48<00:00,  2.12it/s]\nEpoch 0: |          | 5324/? [41:48<00:00,  2.12it/s]\nEpoch 0: |          | 5325/? [41:48<00:00,  2.12it/s]\nEpoch 0: |          | 5325/? [41:48<00:00,  2.12it/s]\nEpoch 0: |          | 5326/? [41:49<00:00,  2.12it/s]\nEpoch 0: |          | 5326/? [41:49<00:00,  2.12it/s]\nEpoch 0: |          | 5327/? [41:49<00:00,  2.12it/s]\nEpoch 0: |          | 5327/? [41:49<00:00,  2.12it/s]\nEpoch 0: |          | 5328/? [41:50<00:00,  2.12it/s]\nEpoch 0: |          | 5328/? [41:50<00:00,  2.12it/s]\nEpoch 0: |          | 5329/? [41:50<00:00,  2.12it/s]\nEpoch 0: |          | 5329/? [41:50<00:00,  2.12it/s]\nEpoch 0: |          | 5330/? [41:50<00:00,  2.12it/s]\nEpoch 0: |          | 5330/? [41:50<00:00,  2.12it/s]\nEpoch 0: |          | 5331/? [41:51<00:00,  2.12it/s]\nEpoch 0: |          | 5331/? [41:51<00:00,  2.12it/s]\nEpoch 0: |          | 5332/? [41:51<00:00,  2.12it/s]\nEpoch 0: |          | 5332/? [41:51<00:00,  2.12it/s]\nEpoch 0: |          | 5333/? [41:52<00:00,  2.12it/s]\nEpoch 0: |          | 5333/? [41:52<00:00,  2.12it/s]\nEpoch 0: |          | 5334/? [41:52<00:00,  2.12it/s]\nEpoch 0: |          | 5334/? [41:52<00:00,  2.12it/s]\nEpoch 0: |          | 5335/? [41:53<00:00,  2.12it/s]\nEpoch 0: |          | 5335/? [41:53<00:00,  2.12it/s]\nEpoch 0: |          | 5336/? [41:53<00:00,  2.12it/s]\nEpoch 0: |          | 5336/? [41:53<00:00,  2.12it/s]\nEpoch 0: |          | 5337/? [41:53<00:00,  2.12it/s]\nEpoch 0: |          | 5337/? [41:53<00:00,  2.12it/s]\nEpoch 0: |          | 5338/? [41:54<00:00,  2.12it/s]\nEpoch 0: |          | 5338/? [41:54<00:00,  2.12it/s]\nEpoch 0: |          | 5339/? [41:54<00:00,  2.12it/s]\nEpoch 0: |          | 5339/? [41:54<00:00,  2.12it/s]\nEpoch 0: |          | 5340/? [41:55<00:00,  2.12it/s]\nEpoch 0: |          | 5340/? [41:55<00:00,  2.12it/s]\nEpoch 0: |          | 5341/? [41:55<00:00,  2.12it/s]\nEpoch 0: |          | 5341/? [41:55<00:00,  2.12it/s]\nEpoch 0: |          | 5342/? [41:56<00:00,  2.12it/s]\nEpoch 0: |          | 5342/? [41:56<00:00,  2.12it/s]\nEpoch 0: |          | 5343/? [41:56<00:00,  2.12it/s]\nEpoch 0: |          | 5343/? [41:56<00:00,  2.12it/s]\nEpoch 0: |          | 5344/? [41:56<00:00,  2.12it/s]\nEpoch 0: |          | 5344/? [41:56<00:00,  2.12it/s]\nEpoch 0: |          | 5345/? [41:57<00:00,  2.12it/s]\nEpoch 0: |          | 5345/? [41:57<00:00,  2.12it/s]\nEpoch 0: |          | 5346/? [41:57<00:00,  2.12it/s]\nEpoch 0: |          | 5346/? [41:57<00:00,  2.12it/s]\nEpoch 0: |          | 5347/? [41:58<00:00,  2.12it/s]\nEpoch 0: |          | 5347/? [41:58<00:00,  2.12it/s]\nEpoch 0: |          | 5348/? [41:58<00:00,  2.12it/s]\nEpoch 0: |          | 5348/? [41:58<00:00,  2.12it/s]\nEpoch 0: |          | 5349/? [41:59<00:00,  2.12it/s]\nEpoch 0: |          | 5349/? [41:59<00:00,  2.12it/s]\nEpoch 0: |          | 5350/? [41:59<00:00,  2.12it/s]\nEpoch 0: |          | 5350/? [41:59<00:00,  2.12it/s]\nEpoch 0: |          | 5351/? [41:59<00:00,  2.12it/s]\nEpoch 0: |          | 5351/? [41:59<00:00,  2.12it/s]\nEpoch 0: |          | 5352/? [42:00<00:00,  2.12it/s]\nEpoch 0: |          | 5352/? [42:00<00:00,  2.12it/s]\nEpoch 0: |          | 5353/? [42:00<00:00,  2.12it/s]\nEpoch 0: |          | 5353/? [42:00<00:00,  2.12it/s]\nEpoch 0: |          | 5354/? [42:01<00:00,  2.12it/s]\nEpoch 0: |          | 5354/? [42:01<00:00,  2.12it/s]\nEpoch 0: |          | 5355/? [42:01<00:00,  2.12it/s]\nEpoch 0: |          | 5355/? [42:01<00:00,  2.12it/s]\nEpoch 0: |          | 5356/? [42:01<00:00,  2.12it/s]\nEpoch 0: |          | 5356/? [42:01<00:00,  2.12it/s]\nEpoch 0: |          | 5357/? [42:02<00:00,  2.12it/s]\nEpoch 0: |          | 5357/? [42:02<00:00,  2.12it/s]\nEpoch 0: |          | 5358/? [42:02<00:00,  2.12it/s]\nEpoch 0: |          | 5358/? [42:02<00:00,  2.12it/s]\nEpoch 0: |          | 5359/? [42:03<00:00,  2.12it/s]\nEpoch 0: |          | 5359/? [42:03<00:00,  2.12it/s]\nEpoch 0: |          | 5360/? [42:03<00:00,  2.12it/s]\nEpoch 0: |          | 5360/? [42:03<00:00,  2.12it/s]\nEpoch 0: |          | 5361/? [42:03<00:00,  2.12it/s]\nEpoch 0: |          | 5361/? [42:03<00:00,  2.12it/s]\nEpoch 0: |          | 5362/? [42:04<00:00,  2.12it/s]\nEpoch 0: |          | 5362/? [42:04<00:00,  2.12it/s]\nEpoch 0: |          | 5363/? [42:04<00:00,  2.12it/s]\nEpoch 0: |          | 5363/? [42:04<00:00,  2.12it/s]\nEpoch 0: |          | 5364/? [42:05<00:00,  2.12it/s]\nEpoch 0: |          | 5364/? [42:05<00:00,  2.12it/s]\nEpoch 0: |          | 5365/? [42:05<00:00,  2.12it/s]\nEpoch 0: |          | 5365/? [42:05<00:00,  2.12it/s]\nEpoch 0: |          | 5366/? [42:05<00:00,  2.12it/s]\nEpoch 0: |          | 5366/? [42:05<00:00,  2.12it/s]\nEpoch 0: |          | 5367/? [42:06<00:00,  2.12it/s]\nEpoch 0: |          | 5367/? [42:06<00:00,  2.12it/s]\nEpoch 0: |          | 5368/? [42:06<00:00,  2.12it/s]\nEpoch 0: |          | 5368/? [42:06<00:00,  2.12it/s]\nEpoch 0: |          | 5369/? [42:07<00:00,  2.12it/s]\nEpoch 0: |          | 5369/? [42:07<00:00,  2.12it/s]\nEpoch 0: |          | 5370/? [42:07<00:00,  2.12it/s]\nEpoch 0: |          | 5370/? [42:07<00:00,  2.12it/s]\nEpoch 0: |          | 5371/? [42:07<00:00,  2.12it/s]\nEpoch 0: |          | 5371/? [42:07<00:00,  2.12it/s]\nEpoch 0: |          | 5372/? [42:08<00:00,  2.12it/s]\nEpoch 0: |          | 5372/? [42:08<00:00,  2.12it/s]\nEpoch 0: |          | 5373/? [42:08<00:00,  2.12it/s]\nEpoch 0: |          | 5373/? [42:08<00:00,  2.12it/s]\nEpoch 0: |          | 5374/? [42:09<00:00,  2.12it/s]\nEpoch 0: |          | 5374/? [42:09<00:00,  2.12it/s]\nEpoch 0: |          | 5375/? [42:09<00:00,  2.12it/s]\nEpoch 0: |          | 5375/? [42:09<00:00,  2.12it/s]\nEpoch 0: |          | 5376/? [42:09<00:00,  2.12it/s]\nEpoch 0: |          | 5376/? [42:09<00:00,  2.12it/s]\nEpoch 0: |          | 5377/? [42:10<00:00,  2.13it/s]\nEpoch 0: |          | 5377/? [42:10<00:00,  2.13it/s]\nEpoch 0: |          | 5378/? [42:10<00:00,  2.13it/s]\nEpoch 0: |          | 5378/? [42:10<00:00,  2.13it/s]\nEpoch 0: |          | 5379/? [42:11<00:00,  2.13it/s]\nEpoch 0: |          | 5379/? [42:11<00:00,  2.13it/s]\nEpoch 0: |          | 5380/? [42:11<00:00,  2.13it/s]\nEpoch 0: |          | 5380/? [42:11<00:00,  2.13it/s]\nEpoch 0: |          | 5381/? [42:11<00:00,  2.13it/s]\nEpoch 0: |          | 5381/? [42:11<00:00,  2.13it/s]\nEpoch 0: |          | 5382/? [42:12<00:00,  2.13it/s]\nEpoch 0: |          | 5382/? [42:12<00:00,  2.13it/s]\nEpoch 0: |          | 5383/? [42:12<00:00,  2.13it/s]\nEpoch 0: |          | 5383/? [42:12<00:00,  2.13it/s]\nEpoch 0: |          | 5384/? [42:13<00:00,  2.13it/s]\nEpoch 0: |          | 5384/? [42:13<00:00,  2.13it/s]\nEpoch 0: |          | 5385/? [42:13<00:00,  2.13it/s]\nEpoch 0: |          | 5385/? [42:13<00:00,  2.13it/s]\nEpoch 0: |          | 5386/? [42:14<00:00,  2.13it/s]\nEpoch 0: |          | 5386/? [42:14<00:00,  2.13it/s]\nEpoch 0: |          | 5387/? [42:14<00:00,  2.13it/s]\nEpoch 0: |          | 5387/? [42:14<00:00,  2.13it/s]\nEpoch 0: |          | 5388/? [42:14<00:00,  2.13it/s]\nEpoch 0: |          | 5388/? [42:14<00:00,  2.13it/s]\nEpoch 0: |          | 5389/? [42:15<00:00,  2.13it/s]\nEpoch 0: |          | 5389/? [42:15<00:00,  2.13it/s]\nEpoch 0: |          | 5390/? [42:15<00:00,  2.13it/s]\nEpoch 0: |          | 5390/? [42:15<00:00,  2.13it/s]\nEpoch 0: |          | 5391/? [42:16<00:00,  2.13it/s]\nEpoch 0: |          | 5391/? [42:16<00:00,  2.13it/s]\nEpoch 0: |          | 5392/? [42:16<00:00,  2.13it/s]\nEpoch 0: |          | 5392/? [42:16<00:00,  2.13it/s]\nEpoch 0: |          | 5393/? [42:16<00:00,  2.13it/s]\nEpoch 0: |          | 5393/? [42:16<00:00,  2.13it/s]\nEpoch 0: |          | 5394/? [42:17<00:00,  2.13it/s]\nEpoch 0: |          | 5394/? [42:17<00:00,  2.13it/s]\nEpoch 0: |          | 5395/? [42:17<00:00,  2.13it/s]\nEpoch 0: |          | 5395/? [42:17<00:00,  2.13it/s]\nEpoch 0: |          | 5396/? [42:18<00:00,  2.13it/s]\nEpoch 0: |          | 5396/? [42:18<00:00,  2.13it/s]\nEpoch 0: |          | 5397/? [42:18<00:00,  2.13it/s]\nEpoch 0: |          | 5397/? [42:18<00:00,  2.13it/s]\nEpoch 0: |          | 5398/? [42:18<00:00,  2.13it/s]\nEpoch 0: |          | 5398/? [42:18<00:00,  2.13it/s]\nEpoch 0: |          | 5399/? [42:19<00:00,  2.13it/s]\nEpoch 0: |          | 5399/? [42:19<00:00,  2.13it/s]\nEpoch 0: |          | 5400/? [42:19<00:00,  2.13it/s]\nEpoch 0: |          | 5400/? [42:19<00:00,  2.13it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  8.89it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  7.54it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.44it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.29it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 5400/? [42:20<00:00,  2.13it/s]\nEpoch 0: |          | 5401/? [42:20<00:00,  2.13it/s]\nEpoch 0: |          | 5401/? [42:20<00:00,  2.13it/s]\nEpoch 0: |          | 5402/? [42:21<00:00,  2.13it/s]\nEpoch 0: |          | 5402/? [42:21<00:00,  2.13it/s]\nEpoch 0: |          | 5403/? [42:21<00:00,  2.13it/s]\nEpoch 0: |          | 5403/? [42:21<00:00,  2.13it/s]\nEpoch 0: |          | 5404/? [42:21<00:00,  2.13it/s]\nEpoch 0: |          | 5404/? [42:21<00:00,  2.13it/s]\nEpoch 0: |          | 5405/? [42:22<00:00,  2.13it/s]\nEpoch 0: |          | 5405/? [42:22<00:00,  2.13it/s]\nEpoch 0: |          | 5406/? [42:22<00:00,  2.13it/s]\nEpoch 0: |          | 5406/? [42:22<00:00,  2.13it/s]\nEpoch 0: |          | 5407/? [42:23<00:00,  2.13it/s]\nEpoch 0: |          | 5407/? [42:23<00:00,  2.13it/s]\nEpoch 0: |          | 5408/? [42:23<00:00,  2.13it/s]\nEpoch 0: |          | 5408/? [42:23<00:00,  2.13it/s]\nEpoch 0: |          | 5409/? [42:23<00:00,  2.13it/s]\nEpoch 0: |          | 5409/? [42:23<00:00,  2.13it/s]\nEpoch 0: |          | 5410/? [42:24<00:00,  2.13it/s]\nEpoch 0: |          | 5410/? [42:24<00:00,  2.13it/s]\nEpoch 0: |          | 5411/? [42:24<00:00,  2.13it/s]\nEpoch 0: |          | 5411/? [42:24<00:00,  2.13it/s]\nEpoch 0: |          | 5412/? [42:25<00:00,  2.13it/s]\nEpoch 0: |          | 5412/? [42:25<00:00,  2.13it/s]\nEpoch 0: |          | 5413/? [42:25<00:00,  2.13it/s]\nEpoch 0: |          | 5413/? [42:25<00:00,  2.13it/s]\nEpoch 0: |          | 5414/? [42:25<00:00,  2.13it/s]\nEpoch 0: |          | 5414/? [42:25<00:00,  2.13it/s]\nEpoch 0: |          | 5415/? [42:26<00:00,  2.13it/s]\nEpoch 0: |          | 5415/? [42:26<00:00,  2.13it/s]\nEpoch 0: |          | 5416/? [42:26<00:00,  2.13it/s]\nEpoch 0: |          | 5416/? [42:26<00:00,  2.13it/s]\nEpoch 0: |          | 5417/? [42:26<00:00,  2.13it/s]\nEpoch 0: |          | 5417/? [42:26<00:00,  2.13it/s]\nEpoch 0: |          | 5418/? [42:27<00:00,  2.13it/s]\nEpoch 0: |          | 5418/? [42:27<00:00,  2.13it/s]\nEpoch 0: |          | 5419/? [42:27<00:00,  2.13it/s]\nEpoch 0: |          | 5419/? [42:27<00:00,  2.13it/s]\nEpoch 0: |          | 5420/? [42:28<00:00,  2.13it/s]\nEpoch 0: |          | 5420/? [42:28<00:00,  2.13it/s]\nEpoch 0: |          | 5421/? [42:28<00:00,  2.13it/s]\nEpoch 0: |          | 5421/? [42:28<00:00,  2.13it/s]\nEpoch 0: |          | 5422/? [42:28<00:00,  2.13it/s]\nEpoch 0: |          | 5422/? [42:28<00:00,  2.13it/s]\nEpoch 0: |          | 5423/? [42:29<00:00,  2.13it/s]\nEpoch 0: |          | 5423/? [42:29<00:00,  2.13it/s]\nEpoch 0: |          | 5424/? [42:29<00:00,  2.13it/s]\nEpoch 0: |          | 5424/? [42:29<00:00,  2.13it/s]\nEpoch 0: |          | 5425/? [42:30<00:00,  2.13it/s]\nEpoch 0: |          | 5425/? [42:30<00:00,  2.13it/s]\nEpoch 0: |          | 5426/? [42:30<00:00,  2.13it/s]\nEpoch 0: |          | 5426/? [42:30<00:00,  2.13it/s]\nEpoch 0: |          | 5427/? [42:30<00:00,  2.13it/s]\nEpoch 0: |          | 5427/? [42:30<00:00,  2.13it/s]\nEpoch 0: |          | 5428/? [42:31<00:00,  2.13it/s]\nEpoch 0: |          | 5428/? [42:31<00:00,  2.13it/s]\nEpoch 0: |          | 5429/? [42:31<00:00,  2.13it/s]\nEpoch 0: |          | 5429/? [42:31<00:00,  2.13it/s]\nEpoch 0: |          | 5430/? [42:32<00:00,  2.13it/s]\nEpoch 0: |          | 5430/? [42:32<00:00,  2.13it/s]\nEpoch 0: |          | 5431/? [42:32<00:00,  2.13it/s]\nEpoch 0: |          | 5431/? [42:32<00:00,  2.13it/s]\nEpoch 0: |          | 5432/? [42:33<00:00,  2.13it/s]\nEpoch 0: |          | 5432/? [42:33<00:00,  2.13it/s]\nEpoch 0: |          | 5433/? [42:33<00:00,  2.13it/s]\nEpoch 0: |          | 5433/? [42:33<00:00,  2.13it/s]\nEpoch 0: |          | 5434/? [42:33<00:00,  2.13it/s]\nEpoch 0: |          | 5434/? [42:33<00:00,  2.13it/s]\nEpoch 0: |          | 5435/? [42:34<00:00,  2.13it/s]\nEpoch 0: |          | 5435/? [42:34<00:00,  2.13it/s]\nEpoch 0: |          | 5436/? [42:34<00:00,  2.13it/s]\nEpoch 0: |          | 5436/? [42:34<00:00,  2.13it/s]\nEpoch 0: |          | 5437/? [42:34<00:00,  2.13it/s]\nEpoch 0: |          | 5437/? [42:34<00:00,  2.13it/s]\nEpoch 0: |          | 5438/? [42:35<00:00,  2.13it/s]\nEpoch 0: |          | 5438/? [42:35<00:00,  2.13it/s]\nEpoch 0: |          | 5439/? [42:35<00:00,  2.13it/s]\nEpoch 0: |          | 5439/? [42:35<00:00,  2.13it/s]\nEpoch 0: |          | 5440/? [42:36<00:00,  2.13it/s]\nEpoch 0: |          | 5440/? [42:36<00:00,  2.13it/s]\nEpoch 0: |          | 5441/? [42:36<00:00,  2.13it/s]\nEpoch 0: |          | 5441/? [42:36<00:00,  2.13it/s]\nEpoch 0: |          | 5442/? [42:36<00:00,  2.13it/s]\nEpoch 0: |          | 5442/? [42:36<00:00,  2.13it/s]\nEpoch 0: |          | 5443/? [42:37<00:00,  2.13it/s]\nEpoch 0: |          | 5443/? [42:37<00:00,  2.13it/s]\nEpoch 0: |          | 5444/? [42:37<00:00,  2.13it/s]\nEpoch 0: |          | 5444/? [42:37<00:00,  2.13it/s]\nEpoch 0: |          | 5445/? [42:38<00:00,  2.13it/s]\nEpoch 0: |          | 5445/? [42:38<00:00,  2.13it/s]\nEpoch 0: |          | 5446/? [42:38<00:00,  2.13it/s]\nEpoch 0: |          | 5446/? [42:38<00:00,  2.13it/s]\nEpoch 0: |          | 5447/? [42:39<00:00,  2.13it/s]\nEpoch 0: |          | 5447/? [42:39<00:00,  2.13it/s]\nEpoch 0: |          | 5448/? [42:39<00:00,  2.13it/s]\nEpoch 0: |          | 5448/? [42:39<00:00,  2.13it/s]\nEpoch 0: |          | 5449/? [42:39<00:00,  2.13it/s]\nEpoch 0: |          | 5449/? [42:39<00:00,  2.13it/s]\nEpoch 0: |          | 5450/? [42:40<00:00,  2.13it/s]\nEpoch 0: |          | 5450/? [42:40<00:00,  2.13it/s]\nEpoch 0: |          | 5451/? [42:40<00:00,  2.13it/s]\nEpoch 0: |          | 5451/? [42:40<00:00,  2.13it/s]\nEpoch 0: |          | 5452/? [42:41<00:00,  2.13it/s]\nEpoch 0: |          | 5452/? [42:41<00:00,  2.13it/s]\nEpoch 0: |          | 5453/? [42:41<00:00,  2.13it/s]\nEpoch 0: |          | 5453/? [42:41<00:00,  2.13it/s]\nEpoch 0: |          | 5454/? [42:41<00:00,  2.13it/s]\nEpoch 0: |          | 5454/? [42:41<00:00,  2.13it/s]\nEpoch 0: |          | 5455/? [42:42<00:00,  2.13it/s]\nEpoch 0: |          | 5455/? [42:42<00:00,  2.13it/s]\nEpoch 0: |          | 5456/? [42:42<00:00,  2.13it/s]\nEpoch 0: |          | 5456/? [42:42<00:00,  2.13it/s]\nEpoch 0: |          | 5457/? [42:43<00:00,  2.13it/s]\nEpoch 0: |          | 5457/? [42:43<00:00,  2.13it/s]\nEpoch 0: |          | 5458/? [42:43<00:00,  2.13it/s]\nEpoch 0: |          | 5458/? [42:43<00:00,  2.13it/s]\nEpoch 0: |          | 5459/? [42:43<00:00,  2.13it/s]\nEpoch 0: |          | 5459/? [42:43<00:00,  2.13it/s]\nEpoch 0: |          | 5460/? [42:44<00:00,  2.13it/s]\nEpoch 0: |          | 5460/? [42:44<00:00,  2.13it/s]\nEpoch 0: |          | 5461/? [42:44<00:00,  2.13it/s]\nEpoch 0: |          | 5461/? [42:44<00:00,  2.13it/s]\nEpoch 0: |          | 5462/? [42:45<00:00,  2.13it/s]\nEpoch 0: |          | 5462/? [42:45<00:00,  2.13it/s]\nEpoch 0: |          | 5463/? [42:45<00:00,  2.13it/s]\nEpoch 0: |          | 5463/? [42:45<00:00,  2.13it/s]\nEpoch 0: |          | 5464/? [42:45<00:00,  2.13it/s]\nEpoch 0: |          | 5464/? [42:45<00:00,  2.13it/s]\nEpoch 0: |          | 5465/? [42:46<00:00,  2.13it/s]\nEpoch 0: |          | 5465/? [42:46<00:00,  2.13it/s]\nEpoch 0: |          | 5466/? [42:46<00:00,  2.13it/s]\nEpoch 0: |          | 5466/? [42:46<00:00,  2.13it/s]\nEpoch 0: |          | 5467/? [42:47<00:00,  2.13it/s]\nEpoch 0: |          | 5467/? [42:47<00:00,  2.13it/s]\nEpoch 0: |          | 5468/? [42:47<00:00,  2.13it/s]\nEpoch 0: |          | 5468/? [42:47<00:00,  2.13it/s]\nEpoch 0: |          | 5469/? [42:48<00:00,  2.13it/s]\nEpoch 0: |          | 5469/? [42:48<00:00,  2.13it/s]\nEpoch 0: |          | 5470/? [42:48<00:00,  2.13it/s]\nEpoch 0: |          | 5470/? [42:48<00:00,  2.13it/s]\nEpoch 0: |          | 5471/? [42:48<00:00,  2.13it/s]\nEpoch 0: |          | 5471/? [42:48<00:00,  2.13it/s]\nEpoch 0: |          | 5472/? [42:49<00:00,  2.13it/s]\nEpoch 0: |          | 5472/? [42:49<00:00,  2.13it/s]\nEpoch 0: |          | 5473/? [42:49<00:00,  2.13it/s]\nEpoch 0: |          | 5473/? [42:49<00:00,  2.13it/s]\nEpoch 0: |          | 5474/? [42:50<00:00,  2.13it/s]\nEpoch 0: |          | 5474/? [42:50<00:00,  2.13it/s]\nEpoch 0: |          | 5475/? [42:50<00:00,  2.13it/s]\nEpoch 0: |          | 5475/? [42:50<00:00,  2.13it/s]\nEpoch 0: |          | 5476/? [42:50<00:00,  2.13it/s]\nEpoch 0: |          | 5476/? [42:50<00:00,  2.13it/s]\nEpoch 0: |          | 5477/? [42:51<00:00,  2.13it/s]\nEpoch 0: |          | 5477/? [42:51<00:00,  2.13it/s]\nEpoch 0: |          | 5478/? [42:51<00:00,  2.13it/s]\nEpoch 0: |          | 5478/? [42:51<00:00,  2.13it/s]\nEpoch 0: |          | 5479/? [42:52<00:00,  2.13it/s]\nEpoch 0: |          | 5479/? [42:52<00:00,  2.13it/s]\nEpoch 0: |          | 5480/? [42:52<00:00,  2.13it/s]\nEpoch 0: |          | 5480/? [42:52<00:00,  2.13it/s]\nEpoch 0: |          | 5481/? [42:52<00:00,  2.13it/s]\nEpoch 0: |          | 5481/? [42:52<00:00,  2.13it/s]\nEpoch 0: |          | 5482/? [42:53<00:00,  2.13it/s]\nEpoch 0: |          | 5482/? [42:53<00:00,  2.13it/s]\nEpoch 0: |          | 5483/? [42:53<00:00,  2.13it/s]\nEpoch 0: |          | 5483/? [42:53<00:00,  2.13it/s]\nEpoch 0: |          | 5484/? [42:54<00:00,  2.13it/s]\nEpoch 0: |          | 5484/? [42:54<00:00,  2.13it/s]\nEpoch 0: |          | 5485/? [42:54<00:00,  2.13it/s]\nEpoch 0: |          | 5485/? [42:54<00:00,  2.13it/s]\nEpoch 0: |          | 5486/? [42:54<00:00,  2.13it/s]\nEpoch 0: |          | 5486/? [42:54<00:00,  2.13it/s]\nEpoch 0: |          | 5487/? [42:55<00:00,  2.13it/s]\nEpoch 0: |          | 5487/? [42:55<00:00,  2.13it/s]\nEpoch 0: |          | 5488/? [42:55<00:00,  2.13it/s]\nEpoch 0: |          | 5488/? [42:55<00:00,  2.13it/s]\nEpoch 0: |          | 5489/? [42:56<00:00,  2.13it/s]\nEpoch 0: |          | 5489/? [42:56<00:00,  2.13it/s]\nEpoch 0: |          | 5490/? [42:56<00:00,  2.13it/s]\nEpoch 0: |          | 5490/? [42:56<00:00,  2.13it/s]\nEpoch 0: |          | 5491/? [42:56<00:00,  2.13it/s]\nEpoch 0: |          | 5491/? [42:56<00:00,  2.13it/s]\nEpoch 0: |          | 5492/? [42:57<00:00,  2.13it/s]\nEpoch 0: |          | 5492/? [42:57<00:00,  2.13it/s]\nEpoch 0: |          | 5493/? [42:57<00:00,  2.13it/s]\nEpoch 0: |          | 5493/? [42:57<00:00,  2.13it/s]\nEpoch 0: |          | 5494/? [42:58<00:00,  2.13it/s]\nEpoch 0: |          | 5494/? [42:58<00:00,  2.13it/s]\nEpoch 0: |          | 5495/? [42:58<00:00,  2.13it/s]\nEpoch 0: |          | 5495/? [42:58<00:00,  2.13it/s]\nEpoch 0: |          | 5496/? [42:58<00:00,  2.13it/s]\nEpoch 0: |          | 5496/? [42:58<00:00,  2.13it/s]\nEpoch 0: |          | 5497/? [42:59<00:00,  2.13it/s]\nEpoch 0: |          | 5497/? [42:59<00:00,  2.13it/s]\nEpoch 0: |          | 5498/? [42:59<00:00,  2.13it/s]\nEpoch 0: |          | 5498/? [42:59<00:00,  2.13it/s]\nEpoch 0: |          | 5499/? [43:00<00:00,  2.13it/s]\nEpoch 0: |          | 5499/? [43:00<00:00,  2.13it/s]\nEpoch 0: |          | 5500/? [43:00<00:00,  2.13it/s]\nEpoch 0: |          | 5500/? [43:00<00:00,  2.13it/s]\nEpoch 0: |          | 5501/? [43:00<00:00,  2.13it/s]\nEpoch 0: |          | 5501/? [43:00<00:00,  2.13it/s]\nEpoch 0: |          | 5502/? [43:01<00:00,  2.13it/s]\nEpoch 0: |          | 5502/? [43:01<00:00,  2.13it/s]\nEpoch 0: |          | 5503/? [43:01<00:00,  2.13it/s]\nEpoch 0: |          | 5503/? [43:01<00:00,  2.13it/s]\nEpoch 0: |          | 5504/? [43:02<00:00,  2.13it/s]\nEpoch 0: |          | 5504/? [43:02<00:00,  2.13it/s]\nEpoch 0: |          | 5505/? [43:02<00:00,  2.13it/s]\nEpoch 0: |          | 5505/? [43:02<00:00,  2.13it/s]\nEpoch 0: |          | 5506/? [43:02<00:00,  2.13it/s]\nEpoch 0: |          | 5506/? [43:02<00:00,  2.13it/s]\nEpoch 0: |          | 5507/? [43:03<00:00,  2.13it/s]\nEpoch 0: |          | 5507/? [43:03<00:00,  2.13it/s]\nEpoch 0: |          | 5508/? [43:03<00:00,  2.13it/s]\nEpoch 0: |          | 5508/? [43:03<00:00,  2.13it/s]\nEpoch 0: |          | 5509/? [43:04<00:00,  2.13it/s]\nEpoch 0: |          | 5509/? [43:04<00:00,  2.13it/s]\nEpoch 0: |          | 5510/? [43:04<00:00,  2.13it/s]\nEpoch 0: |          | 5510/? [43:04<00:00,  2.13it/s]\nEpoch 0: |          | 5511/? [43:04<00:00,  2.13it/s]\nEpoch 0: |          | 5511/? [43:04<00:00,  2.13it/s]\nEpoch 0: |          | 5512/? [43:05<00:00,  2.13it/s]\nEpoch 0: |          | 5512/? [43:05<00:00,  2.13it/s]\nEpoch 0: |          | 5513/? [43:05<00:00,  2.13it/s]\nEpoch 0: |          | 5513/? [43:05<00:00,  2.13it/s]\nEpoch 0: |          | 5514/? [43:06<00:00,  2.13it/s]\nEpoch 0: |          | 5514/? [43:06<00:00,  2.13it/s]\nEpoch 0: |          | 5515/? [43:06<00:00,  2.13it/s]\nEpoch 0: |          | 5515/? [43:06<00:00,  2.13it/s]\nEpoch 0: |          | 5516/? [43:06<00:00,  2.13it/s]\nEpoch 0: |          | 5516/? [43:06<00:00,  2.13it/s]\nEpoch 0: |          | 5517/? [43:07<00:00,  2.13it/s]\nEpoch 0: |          | 5517/? [43:07<00:00,  2.13it/s]\nEpoch 0: |          | 5518/? [43:07<00:00,  2.13it/s]\nEpoch 0: |          | 5518/? [43:07<00:00,  2.13it/s]\nEpoch 0: |          | 5519/? [43:07<00:00,  2.13it/s]\nEpoch 0: |          | 5519/? [43:07<00:00,  2.13it/s]\nEpoch 0: |          | 5520/? [43:08<00:00,  2.13it/s]\nEpoch 0: |          | 5520/? [43:08<00:00,  2.13it/s]\nEpoch 0: |          | 5521/? [43:08<00:00,  2.13it/s]\nEpoch 0: |          | 5521/? [43:08<00:00,  2.13it/s]\nEpoch 0: |          | 5522/? [43:09<00:00,  2.13it/s]\nEpoch 0: |          | 5522/? [43:09<00:00,  2.13it/s]\nEpoch 0: |          | 5523/? [43:09<00:00,  2.13it/s]\nEpoch 0: |          | 5523/? [43:09<00:00,  2.13it/s]\nEpoch 0: |          | 5524/? [43:09<00:00,  2.13it/s]\nEpoch 0: |          | 5524/? [43:09<00:00,  2.13it/s]\nEpoch 0: |          | 5525/? [43:10<00:00,  2.13it/s]\nEpoch 0: |          | 5525/? [43:10<00:00,  2.13it/s]\nEpoch 0: |          | 5526/? [43:10<00:00,  2.13it/s]\nEpoch 0: |          | 5526/? [43:10<00:00,  2.13it/s]\nEpoch 0: |          | 5527/? [43:11<00:00,  2.13it/s]\nEpoch 0: |          | 5527/? [43:11<00:00,  2.13it/s]\nEpoch 0: |          | 5528/? [43:11<00:00,  2.13it/s]\nEpoch 0: |          | 5528/? [43:11<00:00,  2.13it/s]\nEpoch 0: |          | 5529/? [43:11<00:00,  2.13it/s]\nEpoch 0: |          | 5529/? [43:11<00:00,  2.13it/s]\nEpoch 0: |          | 5530/? [43:12<00:00,  2.13it/s]\nEpoch 0: |          | 5530/? [43:12<00:00,  2.13it/s]\nEpoch 0: |          | 5531/? [43:12<00:00,  2.13it/s]\nEpoch 0: |          | 5531/? [43:12<00:00,  2.13it/s]\nEpoch 0: |          | 5532/? [43:12<00:00,  2.13it/s]\nEpoch 0: |          | 5532/? [43:12<00:00,  2.13it/s]\nEpoch 0: |          | 5533/? [43:13<00:00,  2.13it/s]\nEpoch 0: |          | 5533/? [43:13<00:00,  2.13it/s]\nEpoch 0: |          | 5534/? [43:13<00:00,  2.13it/s]\nEpoch 0: |          | 5534/? [43:13<00:00,  2.13it/s]\nEpoch 0: |          | 5535/? [43:14<00:00,  2.13it/s]\nEpoch 0: |          | 5535/? [43:14<00:00,  2.13it/s]\nEpoch 0: |          | 5536/? [43:14<00:00,  2.13it/s]\nEpoch 0: |          | 5536/? [43:14<00:00,  2.13it/s]\nEpoch 0: |          | 5537/? [43:15<00:00,  2.13it/s]\nEpoch 0: |          | 5537/? [43:15<00:00,  2.13it/s]\nEpoch 0: |          | 5538/? [43:15<00:00,  2.13it/s]\nEpoch 0: |          | 5538/? [43:15<00:00,  2.13it/s]\nEpoch 0: |          | 5539/? [43:15<00:00,  2.13it/s]\nEpoch 0: |          | 5539/? [43:15<00:00,  2.13it/s]\nEpoch 0: |          | 5540/? [43:16<00:00,  2.13it/s]\nEpoch 0: |          | 5540/? [43:16<00:00,  2.13it/s]\nEpoch 0: |          | 5541/? [43:16<00:00,  2.13it/s]\nEpoch 0: |          | 5541/? [43:16<00:00,  2.13it/s]\nEpoch 0: |          | 5542/? [43:17<00:00,  2.13it/s]\nEpoch 0: |          | 5542/? [43:17<00:00,  2.13it/s]\nEpoch 0: |          | 5543/? [43:17<00:00,  2.13it/s]\nEpoch 0: |          | 5543/? [43:17<00:00,  2.13it/s]\nEpoch 0: |          | 5544/? [43:17<00:00,  2.13it/s]\nEpoch 0: |          | 5544/? [43:17<00:00,  2.13it/s]\nEpoch 0: |          | 5545/? [43:18<00:00,  2.13it/s]\nEpoch 0: |          | 5545/? [43:18<00:00,  2.13it/s]\nEpoch 0: |          | 5546/? [43:18<00:00,  2.13it/s]\nEpoch 0: |          | 5546/? [43:18<00:00,  2.13it/s]\nEpoch 0: |          | 5547/? [43:18<00:00,  2.13it/s]\nEpoch 0: |          | 5547/? [43:18<00:00,  2.13it/s]\nEpoch 0: |          | 5548/? [43:19<00:00,  2.13it/s]\nEpoch 0: |          | 5548/? [43:19<00:00,  2.13it/s]\nEpoch 0: |          | 5549/? [43:19<00:00,  2.13it/s]\nEpoch 0: |          | 5549/? [43:19<00:00,  2.13it/s]\nEpoch 0: |          | 5550/? [43:20<00:00,  2.13it/s]\nEpoch 0: |          | 5550/? [43:20<00:00,  2.13it/s]\nEpoch 0: |          | 5551/? [43:20<00:00,  2.13it/s]\nEpoch 0: |          | 5551/? [43:20<00:00,  2.13it/s]\nEpoch 0: |          | 5552/? [43:21<00:00,  2.13it/s]\nEpoch 0: |          | 5552/? [43:21<00:00,  2.13it/s]\nEpoch 0: |          | 5553/? [43:21<00:00,  2.13it/s]\nEpoch 0: |          | 5553/? [43:21<00:00,  2.13it/s]\nEpoch 0: |          | 5554/? [43:21<00:00,  2.13it/s]\nEpoch 0: |          | 5554/? [43:21<00:00,  2.13it/s]\nEpoch 0: |          | 5555/? [43:22<00:00,  2.13it/s]\nEpoch 0: |          | 5555/? [43:22<00:00,  2.13it/s]\nEpoch 0: |          | 5556/? [43:22<00:00,  2.13it/s]\nEpoch 0: |          | 5556/? [43:22<00:00,  2.13it/s]\nEpoch 0: |          | 5557/? [43:22<00:00,  2.13it/s]\nEpoch 0: |          | 5557/? [43:22<00:00,  2.13it/s]\nEpoch 0: |          | 5558/? [43:23<00:00,  2.14it/s]\nEpoch 0: |          | 5558/? [43:23<00:00,  2.14it/s]\nEpoch 0: |          | 5559/? [43:23<00:00,  2.14it/s]\nEpoch 0: |          | 5559/? [43:23<00:00,  2.14it/s]\nEpoch 0: |          | 5560/? [43:24<00:00,  2.14it/s]\nEpoch 0: |          | 5560/? [43:24<00:00,  2.14it/s]\nEpoch 0: |          | 5561/? [43:24<00:00,  2.14it/s]\nEpoch 0: |          | 5561/? [43:24<00:00,  2.14it/s]\nEpoch 0: |          | 5562/? [43:24<00:00,  2.14it/s]\nEpoch 0: |          | 5562/? [43:24<00:00,  2.14it/s]\nEpoch 0: |          | 5563/? [43:25<00:00,  2.14it/s]\nEpoch 0: |          | 5563/? [43:25<00:00,  2.14it/s]\nEpoch 0: |          | 5564/? [43:25<00:00,  2.14it/s]\nEpoch 0: |          | 5564/? [43:25<00:00,  2.14it/s]\nEpoch 0: |          | 5565/? [43:26<00:00,  2.14it/s]\nEpoch 0: |          | 5565/? [43:26<00:00,  2.14it/s]\nEpoch 0: |          | 5566/? [43:26<00:00,  2.14it/s]\nEpoch 0: |          | 5566/? [43:26<00:00,  2.14it/s]\nEpoch 0: |          | 5567/? [43:26<00:00,  2.14it/s]\nEpoch 0: |          | 5567/? [43:26<00:00,  2.14it/s]\nEpoch 0: |          | 5568/? [43:27<00:00,  2.14it/s]\nEpoch 0: |          | 5568/? [43:27<00:00,  2.14it/s]\nEpoch 0: |          | 5569/? [43:27<00:00,  2.14it/s]\nEpoch 0: |          | 5569/? [43:27<00:00,  2.14it/s]\nEpoch 0: |          | 5570/? [43:28<00:00,  2.14it/s]\nEpoch 0: |          | 5570/? [43:28<00:00,  2.14it/s]\nEpoch 0: |          | 5571/? [43:28<00:00,  2.14it/s]\nEpoch 0: |          | 5571/? [43:28<00:00,  2.14it/s]\nEpoch 0: |          | 5572/? [43:28<00:00,  2.14it/s]\nEpoch 0: |          | 5572/? [43:28<00:00,  2.14it/s]\nEpoch 0: |          | 5573/? [43:29<00:00,  2.14it/s]\nEpoch 0: |          | 5573/? [43:29<00:00,  2.14it/s]\nEpoch 0: |          | 5574/? [43:29<00:00,  2.14it/s]\nEpoch 0: |          | 5574/? [43:29<00:00,  2.14it/s]\nEpoch 0: |          | 5575/? [43:30<00:00,  2.14it/s]\nEpoch 0: |          | 5575/? [43:30<00:00,  2.14it/s]\nEpoch 0: |          | 5576/? [43:30<00:00,  2.14it/s]\nEpoch 0: |          | 5576/? [43:30<00:00,  2.14it/s]\nEpoch 0: |          | 5577/? [43:30<00:00,  2.14it/s]\nEpoch 0: |          | 5577/? [43:30<00:00,  2.14it/s]\nEpoch 0: |          | 5578/? [43:31<00:00,  2.14it/s]\nEpoch 0: |          | 5578/? [43:31<00:00,  2.14it/s]\nEpoch 0: |          | 5579/? [43:31<00:00,  2.14it/s]\nEpoch 0: |          | 5579/? [43:31<00:00,  2.14it/s]\nEpoch 0: |          | 5580/? [43:32<00:00,  2.14it/s]\nEpoch 0: |          | 5580/? [43:32<00:00,  2.14it/s]\nEpoch 0: |          | 5581/? [43:32<00:00,  2.14it/s]\nEpoch 0: |          | 5581/? [43:32<00:00,  2.14it/s]\nEpoch 0: |          | 5582/? [43:32<00:00,  2.14it/s]\nEpoch 0: |          | 5582/? [43:32<00:00,  2.14it/s]\nEpoch 0: |          | 5583/? [43:33<00:00,  2.14it/s]\nEpoch 0: |          | 5583/? [43:33<00:00,  2.14it/s]\nEpoch 0: |          | 5584/? [43:33<00:00,  2.14it/s]\nEpoch 0: |          | 5584/? [43:33<00:00,  2.14it/s]\nEpoch 0: |          | 5585/? [43:34<00:00,  2.14it/s]\nEpoch 0: |          | 5585/? [43:34<00:00,  2.14it/s]\nEpoch 0: |          | 5586/? [43:34<00:00,  2.14it/s]\nEpoch 0: |          | 5586/? [43:34<00:00,  2.14it/s]\nEpoch 0: |          | 5587/? [43:34<00:00,  2.14it/s]\nEpoch 0: |          | 5587/? [43:34<00:00,  2.14it/s]\nEpoch 0: |          | 5588/? [43:35<00:00,  2.14it/s]\nEpoch 0: |          | 5588/? [43:35<00:00,  2.14it/s]\nEpoch 0: |          | 5589/? [43:35<00:00,  2.14it/s]\nEpoch 0: |          | 5589/? [43:35<00:00,  2.14it/s]\nEpoch 0: |          | 5590/? [43:36<00:00,  2.14it/s]\nEpoch 0: |          | 5590/? [43:36<00:00,  2.14it/s]\nEpoch 0: |          | 5591/? [43:36<00:00,  2.14it/s]\nEpoch 0: |          | 5591/? [43:36<00:00,  2.14it/s]\nEpoch 0: |          | 5592/? [43:36<00:00,  2.14it/s]\nEpoch 0: |          | 5592/? [43:36<00:00,  2.14it/s]\nEpoch 0: |          | 5593/? [43:37<00:00,  2.14it/s]\nEpoch 0: |          | 5593/? [43:37<00:00,  2.14it/s]\nEpoch 0: |          | 5594/? [43:37<00:00,  2.14it/s]\nEpoch 0: |          | 5594/? [43:37<00:00,  2.14it/s]\nEpoch 0: |          | 5595/? [43:38<00:00,  2.14it/s]\nEpoch 0: |          | 5595/? [43:38<00:00,  2.14it/s]\nEpoch 0: |          | 5596/? [43:38<00:00,  2.14it/s]\nEpoch 0: |          | 5596/? [43:38<00:00,  2.14it/s]\nEpoch 0: |          | 5597/? [43:38<00:00,  2.14it/s]\nEpoch 0: |          | 5597/? [43:38<00:00,  2.14it/s]\nEpoch 0: |          | 5598/? [43:39<00:00,  2.14it/s]\nEpoch 0: |          | 5598/? [43:39<00:00,  2.14it/s]\nEpoch 0: |          | 5599/? [43:39<00:00,  2.14it/s]\nEpoch 0: |          | 5599/? [43:39<00:00,  2.14it/s]\nEpoch 0: |          | 5600/? [43:40<00:00,  2.14it/s]\nEpoch 0: |          | 5600/? [43:40<00:00,  2.14it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  9.14it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  7.77it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.50it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.41it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 5600/? [43:40<00:00,  2.14it/s]\nEpoch 0: |          | 5601/? [43:40<00:00,  2.14it/s]\nEpoch 0: |          | 5601/? [43:40<00:00,  2.14it/s]\nEpoch 0: |          | 5602/? [43:41<00:00,  2.14it/s]\nEpoch 0: |          | 5602/? [43:41<00:00,  2.14it/s]\nEpoch 0: |          | 5603/? [43:41<00:00,  2.14it/s]\nEpoch 0: |          | 5603/? [43:41<00:00,  2.14it/s]\nEpoch 0: |          | 5604/? [43:42<00:00,  2.14it/s]\nEpoch 0: |          | 5604/? [43:42<00:00,  2.14it/s]\nEpoch 0: |          | 5605/? [43:42<00:00,  2.14it/s]\nEpoch 0: |          | 5605/? [43:42<00:00,  2.14it/s]\nEpoch 0: |          | 5606/? [43:42<00:00,  2.14it/s]\nEpoch 0: |          | 5606/? [43:42<00:00,  2.14it/s]\nEpoch 0: |          | 5607/? [43:43<00:00,  2.14it/s]\nEpoch 0: |          | 5607/? [43:43<00:00,  2.14it/s]\nEpoch 0: |          | 5608/? [43:43<00:00,  2.14it/s]\nEpoch 0: |          | 5608/? [43:43<00:00,  2.14it/s]\nEpoch 0: |          | 5609/? [43:44<00:00,  2.14it/s]\nEpoch 0: |          | 5609/? [43:44<00:00,  2.14it/s]\nEpoch 0: |          | 5610/? [43:44<00:00,  2.14it/s]\nEpoch 0: |          | 5610/? [43:44<00:00,  2.14it/s]\nEpoch 0: |          | 5611/? [43:44<00:00,  2.14it/s]\nEpoch 0: |          | 5611/? [43:44<00:00,  2.14it/s]\nEpoch 0: |          | 5612/? [43:45<00:00,  2.14it/s]\nEpoch 0: |          | 5612/? [43:45<00:00,  2.14it/s]\nEpoch 0: |          | 5613/? [43:45<00:00,  2.14it/s]\nEpoch 0: |          | 5613/? [43:45<00:00,  2.14it/s]\nEpoch 0: |          | 5614/? [43:46<00:00,  2.14it/s]\nEpoch 0: |          | 5614/? [43:46<00:00,  2.14it/s]\nEpoch 0: |          | 5615/? [43:46<00:00,  2.14it/s]\nEpoch 0: |          | 5615/? [43:46<00:00,  2.14it/s]\nEpoch 0: |          | 5616/? [43:46<00:00,  2.14it/s]\nEpoch 0: |          | 5616/? [43:46<00:00,  2.14it/s]\nEpoch 0: |          | 5617/? [43:47<00:00,  2.14it/s]\nEpoch 0: |          | 5617/? [43:47<00:00,  2.14it/s]\nEpoch 0: |          | 5618/? [43:47<00:00,  2.14it/s]\nEpoch 0: |          | 5618/? [43:47<00:00,  2.14it/s]\nEpoch 0: |          | 5619/? [43:48<00:00,  2.14it/s]\nEpoch 0: |          | 5619/? [43:48<00:00,  2.14it/s]\nEpoch 0: |          | 5620/? [43:48<00:00,  2.14it/s]\nEpoch 0: |          | 5620/? [43:48<00:00,  2.14it/s]\nEpoch 0: |          | 5621/? [43:48<00:00,  2.14it/s]\nEpoch 0: |          | 5621/? [43:48<00:00,  2.14it/s]\nEpoch 0: |          | 5622/? [43:49<00:00,  2.14it/s]\nEpoch 0: |          | 5622/? [43:49<00:00,  2.14it/s]\nEpoch 0: |          | 5623/? [43:49<00:00,  2.14it/s]\nEpoch 0: |          | 5623/? [43:49<00:00,  2.14it/s]\nEpoch 0: |          | 5624/? [43:49<00:00,  2.14it/s]\nEpoch 0: |          | 5624/? [43:49<00:00,  2.14it/s]\nEpoch 0: |          | 5625/? [43:50<00:00,  2.14it/s]\nEpoch 0: |          | 5625/? [43:50<00:00,  2.14it/s]\nEpoch 0: |          | 5626/? [43:50<00:00,  2.14it/s]\nEpoch 0: |          | 5626/? [43:50<00:00,  2.14it/s]\nEpoch 0: |          | 5627/? [43:51<00:00,  2.14it/s]\nEpoch 0: |          | 5627/? [43:51<00:00,  2.14it/s]\nEpoch 0: |          | 5628/? [43:51<00:00,  2.14it/s]\nEpoch 0: |          | 5628/? [43:51<00:00,  2.14it/s]\nEpoch 0: |          | 5629/? [43:51<00:00,  2.14it/s]\nEpoch 0: |          | 5629/? [43:51<00:00,  2.14it/s]\nEpoch 0: |          | 5630/? [43:52<00:00,  2.14it/s]\nEpoch 0: |          | 5630/? [43:52<00:00,  2.14it/s]\nEpoch 0: |          | 5631/? [43:52<00:00,  2.14it/s]\nEpoch 0: |          | 5631/? [43:52<00:00,  2.14it/s]\nEpoch 0: |          | 5632/? [43:53<00:00,  2.14it/s]\nEpoch 0: |          | 5632/? [43:53<00:00,  2.14it/s]\nEpoch 0: |          | 5633/? [43:53<00:00,  2.14it/s]\nEpoch 0: |          | 5633/? [43:53<00:00,  2.14it/s]\nEpoch 0: |          | 5634/? [43:53<00:00,  2.14it/s]\nEpoch 0: |          | 5634/? [43:53<00:00,  2.14it/s]\nEpoch 0: |          | 5635/? [43:54<00:00,  2.14it/s]\nEpoch 0: |          | 5635/? [43:54<00:00,  2.14it/s]\nEpoch 0: |          | 5636/? [43:54<00:00,  2.14it/s]\nEpoch 0: |          | 5636/? [43:54<00:00,  2.14it/s]\nEpoch 0: |          | 5637/? [43:55<00:00,  2.14it/s]\nEpoch 0: |          | 5637/? [43:55<00:00,  2.14it/s]\nEpoch 0: |          | 5638/? [43:55<00:00,  2.14it/s]\nEpoch 0: |          | 5638/? [43:55<00:00,  2.14it/s]\nEpoch 0: |          | 5639/? [43:55<00:00,  2.14it/s]\nEpoch 0: |          | 5639/? [43:55<00:00,  2.14it/s]\nEpoch 0: |          | 5640/? [43:56<00:00,  2.14it/s]\nEpoch 0: |          | 5640/? [43:56<00:00,  2.14it/s]\nEpoch 0: |          | 5641/? [43:56<00:00,  2.14it/s]\nEpoch 0: |          | 5641/? [43:56<00:00,  2.14it/s]\nEpoch 0: |          | 5642/? [43:57<00:00,  2.14it/s]\nEpoch 0: |          | 5642/? [43:57<00:00,  2.14it/s]\nEpoch 0: |          | 5643/? [43:57<00:00,  2.14it/s]\nEpoch 0: |          | 5643/? [43:57<00:00,  2.14it/s]\nEpoch 0: |          | 5644/? [43:57<00:00,  2.14it/s]\nEpoch 0: |          | 5644/? [43:57<00:00,  2.14it/s]\nEpoch 0: |          | 5645/? [43:58<00:00,  2.14it/s]\nEpoch 0: |          | 5645/? [43:58<00:00,  2.14it/s]\nEpoch 0: |          | 5646/? [43:58<00:00,  2.14it/s]\nEpoch 0: |          | 5646/? [43:58<00:00,  2.14it/s]\nEpoch 0: |          | 5647/? [43:59<00:00,  2.14it/s]\nEpoch 0: |          | 5647/? [43:59<00:00,  2.14it/s]\nEpoch 0: |          | 5648/? [43:59<00:00,  2.14it/s]\nEpoch 0: |          | 5648/? [43:59<00:00,  2.14it/s]\nEpoch 0: |          | 5649/? [43:59<00:00,  2.14it/s]\nEpoch 0: |          | 5649/? [43:59<00:00,  2.14it/s]\nEpoch 0: |          | 5650/? [44:00<00:00,  2.14it/s]\nEpoch 0: |          | 5650/? [44:00<00:00,  2.14it/s]\nEpoch 0: |          | 5651/? [44:00<00:00,  2.14it/s]\nEpoch 0: |          | 5651/? [44:00<00:00,  2.14it/s]\nEpoch 0: |          | 5652/? [44:01<00:00,  2.14it/s]\nEpoch 0: |          | 5652/? [44:01<00:00,  2.14it/s]\nEpoch 0: |          | 5653/? [44:01<00:00,  2.14it/s]\nEpoch 0: |          | 5653/? [44:01<00:00,  2.14it/s]\nEpoch 0: |          | 5654/? [44:01<00:00,  2.14it/s]\nEpoch 0: |          | 5654/? [44:01<00:00,  2.14it/s]\nEpoch 0: |          | 5655/? [44:02<00:00,  2.14it/s]\nEpoch 0: |          | 5655/? [44:02<00:00,  2.14it/s]\nEpoch 0: |          | 5656/? [44:02<00:00,  2.14it/s]\nEpoch 0: |          | 5656/? [44:02<00:00,  2.14it/s]\nEpoch 0: |          | 5657/? [44:03<00:00,  2.14it/s]\nEpoch 0: |          | 5657/? [44:03<00:00,  2.14it/s]\nEpoch 0: |          | 5658/? [44:03<00:00,  2.14it/s]\nEpoch 0: |          | 5658/? [44:03<00:00,  2.14it/s]\nEpoch 0: |          | 5659/? [44:03<00:00,  2.14it/s]\nEpoch 0: |          | 5659/? [44:03<00:00,  2.14it/s]\nEpoch 0: |          | 5660/? [44:04<00:00,  2.14it/s]\nEpoch 0: |          | 5660/? [44:04<00:00,  2.14it/s]\nEpoch 0: |          | 5661/? [44:04<00:00,  2.14it/s]\nEpoch 0: |          | 5661/? [44:04<00:00,  2.14it/s]\nEpoch 0: |          | 5662/? [44:05<00:00,  2.14it/s]\nEpoch 0: |          | 5662/? [44:05<00:00,  2.14it/s]\nEpoch 0: |          | 5663/? [44:05<00:00,  2.14it/s]\nEpoch 0: |          | 5663/? [44:05<00:00,  2.14it/s]\nEpoch 0: |          | 5664/? [44:05<00:00,  2.14it/s]\nEpoch 0: |          | 5664/? [44:05<00:00,  2.14it/s]\nEpoch 0: |          | 5665/? [44:06<00:00,  2.14it/s]\nEpoch 0: |          | 5665/? [44:06<00:00,  2.14it/s]\nEpoch 0: |          | 5666/? [44:06<00:00,  2.14it/s]\nEpoch 0: |          | 5666/? [44:06<00:00,  2.14it/s]\nEpoch 0: |          | 5667/? [44:07<00:00,  2.14it/s]\nEpoch 0: |          | 5667/? [44:07<00:00,  2.14it/s]\nEpoch 0: |          | 5668/? [44:07<00:00,  2.14it/s]\nEpoch 0: |          | 5668/? [44:07<00:00,  2.14it/s]\nEpoch 0: |          | 5669/? [44:07<00:00,  2.14it/s]\nEpoch 0: |          | 5669/? [44:07<00:00,  2.14it/s]\nEpoch 0: |          | 5670/? [44:08<00:00,  2.14it/s]\nEpoch 0: |          | 5670/? [44:08<00:00,  2.14it/s]\nEpoch 0: |          | 5671/? [44:08<00:00,  2.14it/s]\nEpoch 0: |          | 5671/? [44:08<00:00,  2.14it/s]\nEpoch 0: |          | 5672/? [44:09<00:00,  2.14it/s]\nEpoch 0: |          | 5672/? [44:09<00:00,  2.14it/s]\nEpoch 0: |          | 5673/? [44:09<00:00,  2.14it/s]\nEpoch 0: |          | 5673/? [44:09<00:00,  2.14it/s]\nEpoch 0: |          | 5674/? [44:09<00:00,  2.14it/s]\nEpoch 0: |          | 5674/? [44:09<00:00,  2.14it/s]\nEpoch 0: |          | 5675/? [44:10<00:00,  2.14it/s]\nEpoch 0: |          | 5675/? [44:10<00:00,  2.14it/s]\nEpoch 0: |          | 5676/? [44:10<00:00,  2.14it/s]\nEpoch 0: |          | 5676/? [44:10<00:00,  2.14it/s]\nEpoch 0: |          | 5677/? [44:11<00:00,  2.14it/s]\nEpoch 0: |          | 5677/? [44:11<00:00,  2.14it/s]\nEpoch 0: |          | 5678/? [44:11<00:00,  2.14it/s]\nEpoch 0: |          | 5678/? [44:11<00:00,  2.14it/s]\nEpoch 0: |          | 5679/? [44:11<00:00,  2.14it/s]\nEpoch 0: |          | 5679/? [44:11<00:00,  2.14it/s]\nEpoch 0: |          | 5680/? [44:12<00:00,  2.14it/s]\nEpoch 0: |          | 5680/? [44:12<00:00,  2.14it/s]\nEpoch 0: |          | 5681/? [44:12<00:00,  2.14it/s]\nEpoch 0: |          | 5681/? [44:12<00:00,  2.14it/s]\nEpoch 0: |          | 5682/? [44:12<00:00,  2.14it/s]\nEpoch 0: |          | 5682/? [44:12<00:00,  2.14it/s]\nEpoch 0: |          | 5683/? [44:13<00:00,  2.14it/s]\nEpoch 0: |          | 5683/? [44:13<00:00,  2.14it/s]\nEpoch 0: |          | 5684/? [44:13<00:00,  2.14it/s]\nEpoch 0: |          | 5684/? [44:13<00:00,  2.14it/s]\nEpoch 0: |          | 5685/? [44:14<00:00,  2.14it/s]\nEpoch 0: |          | 5685/? [44:14<00:00,  2.14it/s]\nEpoch 0: |          | 5686/? [44:14<00:00,  2.14it/s]\nEpoch 0: |          | 5686/? [44:14<00:00,  2.14it/s]\nEpoch 0: |          | 5687/? [44:14<00:00,  2.14it/s]\nEpoch 0: |          | 5687/? [44:14<00:00,  2.14it/s]\nEpoch 0: |          | 5688/? [44:15<00:00,  2.14it/s]\nEpoch 0: |          | 5688/? [44:15<00:00,  2.14it/s]\nEpoch 0: |          | 5689/? [44:15<00:00,  2.14it/s]\nEpoch 0: |          | 5689/? [44:15<00:00,  2.14it/s]\nEpoch 0: |          | 5690/? [44:15<00:00,  2.14it/s]\nEpoch 0: |          | 5690/? [44:15<00:00,  2.14it/s]\nEpoch 0: |          | 5691/? [44:16<00:00,  2.14it/s]\nEpoch 0: |          | 5691/? [44:16<00:00,  2.14it/s]\nEpoch 0: |          | 5692/? [44:16<00:00,  2.14it/s]\nEpoch 0: |          | 5692/? [44:16<00:00,  2.14it/s]\nEpoch 0: |          | 5693/? [44:17<00:00,  2.14it/s]\nEpoch 0: |          | 5693/? [44:17<00:00,  2.14it/s]\nEpoch 0: |          | 5694/? [44:17<00:00,  2.14it/s]\nEpoch 0: |          | 5694/? [44:17<00:00,  2.14it/s]\nEpoch 0: |          | 5695/? [44:17<00:00,  2.14it/s]\nEpoch 0: |          | 5695/? [44:17<00:00,  2.14it/s]\nEpoch 0: |          | 5696/? [44:18<00:00,  2.14it/s]\nEpoch 0: |          | 5696/? [44:18<00:00,  2.14it/s]\nEpoch 0: |          | 5697/? [44:18<00:00,  2.14it/s]\nEpoch 0: |          | 5697/? [44:18<00:00,  2.14it/s]\nEpoch 0: |          | 5698/? [44:19<00:00,  2.14it/s]\nEpoch 0: |          | 5698/? [44:19<00:00,  2.14it/s]\nEpoch 0: |          | 5699/? [44:19<00:00,  2.14it/s]\nEpoch 0: |          | 5699/? [44:19<00:00,  2.14it/s]\nEpoch 0: |          | 5700/? [44:19<00:00,  2.14it/s]\nEpoch 0: |          | 5700/? [44:19<00:00,  2.14it/s]\nEpoch 0: |          | 5701/? [44:20<00:00,  2.14it/s]\nEpoch 0: |          | 5701/? [44:20<00:00,  2.14it/s]\nEpoch 0: |          | 5702/? [44:20<00:00,  2.14it/s]\nEpoch 0: |          | 5702/? [44:20<00:00,  2.14it/s]\nEpoch 0: |          | 5703/? [44:21<00:00,  2.14it/s]\nEpoch 0: |          | 5703/? [44:21<00:00,  2.14it/s]\nEpoch 0: |          | 5704/? [44:21<00:00,  2.14it/s]\nEpoch 0: |          | 5704/? [44:21<00:00,  2.14it/s]\nEpoch 0: |          | 5705/? [44:21<00:00,  2.14it/s]\nEpoch 0: |          | 5705/? [44:21<00:00,  2.14it/s]\nEpoch 0: |          | 5706/? [44:22<00:00,  2.14it/s]\nEpoch 0: |          | 5706/? [44:22<00:00,  2.14it/s]\nEpoch 0: |          | 5707/? [44:22<00:00,  2.14it/s]\nEpoch 0: |          | 5707/? [44:22<00:00,  2.14it/s]\nEpoch 0: |          | 5708/? [44:23<00:00,  2.14it/s]\nEpoch 0: |          | 5708/? [44:23<00:00,  2.14it/s]\nEpoch 0: |          | 5709/? [44:23<00:00,  2.14it/s]\nEpoch 0: |          | 5709/? [44:23<00:00,  2.14it/s]\nEpoch 0: |          | 5710/? [44:23<00:00,  2.14it/s]\nEpoch 0: |          | 5710/? [44:23<00:00,  2.14it/s]\nEpoch 0: |          | 5711/? [44:24<00:00,  2.14it/s]\nEpoch 0: |          | 5711/? [44:24<00:00,  2.14it/s]\nEpoch 0: |          | 5712/? [44:24<00:00,  2.14it/s]\nEpoch 0: |          | 5712/? [44:24<00:00,  2.14it/s]\nEpoch 0: |          | 5713/? [44:25<00:00,  2.14it/s]\nEpoch 0: |          | 5713/? [44:25<00:00,  2.14it/s]\nEpoch 0: |          | 5714/? [44:25<00:00,  2.14it/s]\nEpoch 0: |          | 5714/? [44:25<00:00,  2.14it/s]\nEpoch 0: |          | 5715/? [44:25<00:00,  2.14it/s]\nEpoch 0: |          | 5715/? [44:25<00:00,  2.14it/s]\nEpoch 0: |          | 5716/? [44:26<00:00,  2.14it/s]\nEpoch 0: |          | 5716/? [44:26<00:00,  2.14it/s]\nEpoch 0: |          | 5717/? [44:26<00:00,  2.14it/s]\nEpoch 0: |          | 5717/? [44:26<00:00,  2.14it/s]\nEpoch 0: |          | 5718/? [44:27<00:00,  2.14it/s]\nEpoch 0: |          | 5718/? [44:27<00:00,  2.14it/s]\nEpoch 0: |          | 5719/? [44:27<00:00,  2.14it/s]\nEpoch 0: |          | 5719/? [44:27<00:00,  2.14it/s]\nEpoch 0: |          | 5720/? [44:28<00:00,  2.14it/s]\nEpoch 0: |          | 5720/? [44:28<00:00,  2.14it/s]\nEpoch 0: |          | 5721/? [44:28<00:00,  2.14it/s]\nEpoch 0: |          | 5721/? [44:28<00:00,  2.14it/s]\nEpoch 0: |          | 5722/? [44:28<00:00,  2.14it/s]\nEpoch 0: |          | 5722/? [44:28<00:00,  2.14it/s]\nEpoch 0: |          | 5723/? [44:29<00:00,  2.14it/s]\nEpoch 0: |          | 5723/? [44:29<00:00,  2.14it/s]\nEpoch 0: |          | 5724/? [44:29<00:00,  2.14it/s]\nEpoch 0: |          | 5724/? [44:29<00:00,  2.14it/s]\nEpoch 0: |          | 5725/? [44:29<00:00,  2.14it/s]\nEpoch 0: |          | 5725/? [44:29<00:00,  2.14it/s]\nEpoch 0: |          | 5726/? [44:30<00:00,  2.14it/s]\nEpoch 0: |          | 5726/? [44:30<00:00,  2.14it/s]\nEpoch 0: |          | 5727/? [44:30<00:00,  2.14it/s]\nEpoch 0: |          | 5727/? [44:30<00:00,  2.14it/s]\nEpoch 0: |          | 5728/? [44:31<00:00,  2.14it/s]\nEpoch 0: |          | 5728/? [44:31<00:00,  2.14it/s]\nEpoch 0: |          | 5729/? [44:31<00:00,  2.14it/s]\nEpoch 0: |          | 5729/? [44:31<00:00,  2.14it/s]\nEpoch 0: |          | 5730/? [44:31<00:00,  2.14it/s]\nEpoch 0: |          | 5730/? [44:31<00:00,  2.14it/s]\nEpoch 0: |          | 5731/? [44:32<00:00,  2.14it/s]\nEpoch 0: |          | 5731/? [44:32<00:00,  2.14it/s]\nEpoch 0: |          | 5732/? [44:32<00:00,  2.14it/s]\nEpoch 0: |          | 5732/? [44:32<00:00,  2.14it/s]\nEpoch 0: |          | 5733/? [44:33<00:00,  2.14it/s]\nEpoch 0: |          | 5733/? [44:33<00:00,  2.14it/s]\nEpoch 0: |          | 5734/? [44:33<00:00,  2.14it/s]\nEpoch 0: |          | 5734/? [44:33<00:00,  2.14it/s]\nEpoch 0: |          | 5735/? [44:33<00:00,  2.14it/s]\nEpoch 0: |          | 5735/? [44:33<00:00,  2.14it/s]\nEpoch 0: |          | 5736/? [44:34<00:00,  2.14it/s]\nEpoch 0: |          | 5736/? [44:34<00:00,  2.14it/s]\nEpoch 0: |          | 5737/? [44:34<00:00,  2.14it/s]\nEpoch 0: |          | 5737/? [44:34<00:00,  2.14it/s]\nEpoch 0: |          | 5738/? [44:35<00:00,  2.14it/s]\nEpoch 0: |          | 5738/? [44:35<00:00,  2.14it/s]\nEpoch 0: |          | 5739/? [44:35<00:00,  2.14it/s]\nEpoch 0: |          | 5739/? [44:35<00:00,  2.14it/s]\nEpoch 0: |          | 5740/? [44:36<00:00,  2.14it/s]\nEpoch 0: |          | 5740/? [44:36<00:00,  2.14it/s]\nEpoch 0: |          | 5741/? [44:36<00:00,  2.15it/s]\nEpoch 0: |          | 5741/? [44:36<00:00,  2.15it/s]\nEpoch 0: |          | 5742/? [44:36<00:00,  2.15it/s]\nEpoch 0: |          | 5742/? [44:36<00:00,  2.15it/s]\nEpoch 0: |          | 5743/? [44:37<00:00,  2.15it/s]\nEpoch 0: |          | 5743/? [44:37<00:00,  2.15it/s]\nEpoch 0: |          | 5744/? [44:37<00:00,  2.15it/s]\nEpoch 0: |          | 5744/? [44:37<00:00,  2.15it/s]\nEpoch 0: |          | 5745/? [44:37<00:00,  2.15it/s]\nEpoch 0: |          | 5745/? [44:37<00:00,  2.15it/s]\nEpoch 0: |          | 5746/? [44:38<00:00,  2.15it/s]\nEpoch 0: |          | 5746/? [44:38<00:00,  2.15it/s]\nEpoch 0: |          | 5747/? [44:38<00:00,  2.15it/s]\nEpoch 0: |          | 5747/? [44:38<00:00,  2.15it/s]\nEpoch 0: |          | 5748/? [44:39<00:00,  2.15it/s]\nEpoch 0: |          | 5748/? [44:39<00:00,  2.15it/s]\nEpoch 0: |          | 5749/? [44:39<00:00,  2.15it/s]\nEpoch 0: |          | 5749/? [44:39<00:00,  2.15it/s]\nEpoch 0: |          | 5750/? [44:39<00:00,  2.15it/s]\nEpoch 0: |          | 5750/? [44:39<00:00,  2.15it/s]\nEpoch 0: |          | 5751/? [44:40<00:00,  2.15it/s]\nEpoch 0: |          | 5751/? [44:40<00:00,  2.15it/s]\nEpoch 0: |          | 5752/? [44:40<00:00,  2.15it/s]\nEpoch 0: |          | 5752/? [44:40<00:00,  2.15it/s]\nEpoch 0: |          | 5753/? [44:41<00:00,  2.15it/s]\nEpoch 0: |          | 5753/? [44:41<00:00,  2.15it/s]\nEpoch 0: |          | 5754/? [44:41<00:00,  2.15it/s]\nEpoch 0: |          | 5754/? [44:41<00:00,  2.15it/s]\nEpoch 0: |          | 5755/? [44:41<00:00,  2.15it/s]\nEpoch 0: |          | 5755/? [44:41<00:00,  2.15it/s]\nEpoch 0: |          | 5756/? [44:42<00:00,  2.15it/s]\nEpoch 0: |          | 5756/? [44:42<00:00,  2.15it/s]\nEpoch 0: |          | 5757/? [44:42<00:00,  2.15it/s]\nEpoch 0: |          | 5757/? [44:42<00:00,  2.15it/s]\nEpoch 0: |          | 5758/? [44:43<00:00,  2.15it/s]\nEpoch 0: |          | 5758/? [44:43<00:00,  2.15it/s]\nEpoch 0: |          | 5759/? [44:43<00:00,  2.15it/s]\nEpoch 0: |          | 5759/? [44:43<00:00,  2.15it/s]\nEpoch 0: |          | 5760/? [44:43<00:00,  2.15it/s]\nEpoch 0: |          | 5760/? [44:43<00:00,  2.15it/s]\nEpoch 0: |          | 5761/? [44:44<00:00,  2.15it/s]\nEpoch 0: |          | 5761/? [44:44<00:00,  2.15it/s]\nEpoch 0: |          | 5762/? [44:44<00:00,  2.15it/s]\nEpoch 0: |          | 5762/? [44:44<00:00,  2.15it/s]\nEpoch 0: |          | 5763/? [44:45<00:00,  2.15it/s]\nEpoch 0: |          | 5763/? [44:45<00:00,  2.15it/s]\nEpoch 0: |          | 5764/? [44:45<00:00,  2.15it/s]\nEpoch 0: |          | 5764/? [44:45<00:00,  2.15it/s]\nEpoch 0: |          | 5765/? [44:45<00:00,  2.15it/s]\nEpoch 0: |          | 5765/? [44:45<00:00,  2.15it/s]\nEpoch 0: |          | 5766/? [44:46<00:00,  2.15it/s]\nEpoch 0: |          | 5766/? [44:46<00:00,  2.15it/s]\nEpoch 0: |          | 5767/? [44:46<00:00,  2.15it/s]\nEpoch 0: |          | 5767/? [44:46<00:00,  2.15it/s]\nEpoch 0: |          | 5768/? [44:47<00:00,  2.15it/s]\nEpoch 0: |          | 5768/? [44:47<00:00,  2.15it/s]\nEpoch 0: |          | 5769/? [44:47<00:00,  2.15it/s]\nEpoch 0: |          | 5769/? [44:47<00:00,  2.15it/s]\nEpoch 0: |          | 5770/? [44:47<00:00,  2.15it/s]\nEpoch 0: |          | 5770/? [44:47<00:00,  2.15it/s]\nEpoch 0: |          | 5771/? [44:48<00:00,  2.15it/s]\nEpoch 0: |          | 5771/? [44:48<00:00,  2.15it/s]\nEpoch 0: |          | 5772/? [44:48<00:00,  2.15it/s]\nEpoch 0: |          | 5772/? [44:48<00:00,  2.15it/s]\nEpoch 0: |          | 5773/? [44:48<00:00,  2.15it/s]\nEpoch 0: |          | 5773/? [44:48<00:00,  2.15it/s]\nEpoch 0: |          | 5774/? [44:49<00:00,  2.15it/s]\nEpoch 0: |          | 5774/? [44:49<00:00,  2.15it/s]\nEpoch 0: |          | 5775/? [44:49<00:00,  2.15it/s]\nEpoch 0: |          | 5775/? [44:49<00:00,  2.15it/s]\nEpoch 0: |          | 5776/? [44:50<00:00,  2.15it/s]\nEpoch 0: |          | 5776/? [44:50<00:00,  2.15it/s]\nEpoch 0: |          | 5777/? [44:50<00:00,  2.15it/s]\nEpoch 0: |          | 5777/? [44:50<00:00,  2.15it/s]\nEpoch 0: |          | 5778/? [44:50<00:00,  2.15it/s]\nEpoch 0: |          | 5778/? [44:50<00:00,  2.15it/s]\nEpoch 0: |          | 5779/? [44:51<00:00,  2.15it/s]\nEpoch 0: |          | 5779/? [44:51<00:00,  2.15it/s]\nEpoch 0: |          | 5780/? [44:51<00:00,  2.15it/s]\nEpoch 0: |          | 5780/? [44:51<00:00,  2.15it/s]\nEpoch 0: |          | 5781/? [44:52<00:00,  2.15it/s]\nEpoch 0: |          | 5781/? [44:52<00:00,  2.15it/s]\nEpoch 0: |          | 5782/? [44:52<00:00,  2.15it/s]\nEpoch 0: |          | 5782/? [44:52<00:00,  2.15it/s]\nEpoch 0: |          | 5783/? [44:53<00:00,  2.15it/s]\nEpoch 0: |          | 5783/? [44:53<00:00,  2.15it/s]\nEpoch 0: |          | 5784/? [44:53<00:00,  2.15it/s]\nEpoch 0: |          | 5784/? [44:53<00:00,  2.15it/s]\nEpoch 0: |          | 5785/? [44:53<00:00,  2.15it/s]\nEpoch 0: |          | 5785/? [44:53<00:00,  2.15it/s]\nEpoch 0: |          | 5786/? [44:54<00:00,  2.15it/s]\nEpoch 0: |          | 5786/? [44:54<00:00,  2.15it/s]\nEpoch 0: |          | 5787/? [44:54<00:00,  2.15it/s]\nEpoch 0: |          | 5787/? [44:54<00:00,  2.15it/s]\nEpoch 0: |          | 5788/? [44:54<00:00,  2.15it/s]\nEpoch 0: |          | 5788/? [44:54<00:00,  2.15it/s]\nEpoch 0: |          | 5789/? [44:55<00:00,  2.15it/s]\nEpoch 0: |          | 5789/? [44:55<00:00,  2.15it/s]\nEpoch 0: |          | 5790/? [44:55<00:00,  2.15it/s]\nEpoch 0: |          | 5790/? [44:55<00:00,  2.15it/s]\nEpoch 0: |          | 5791/? [44:56<00:00,  2.15it/s]\nEpoch 0: |          | 5791/? [44:56<00:00,  2.15it/s]\nEpoch 0: |          | 5792/? [44:56<00:00,  2.15it/s]\nEpoch 0: |          | 5792/? [44:56<00:00,  2.15it/s]\nEpoch 0: |          | 5793/? [44:56<00:00,  2.15it/s]\nEpoch 0: |          | 5793/? [44:56<00:00,  2.15it/s]\nEpoch 0: |          | 5794/? [44:57<00:00,  2.15it/s]\nEpoch 0: |          | 5794/? [44:57<00:00,  2.15it/s]\nEpoch 0: |          | 5795/? [44:57<00:00,  2.15it/s]\nEpoch 0: |          | 5795/? [44:57<00:00,  2.15it/s]\nEpoch 0: |          | 5796/? [44:58<00:00,  2.15it/s]\nEpoch 0: |          | 5796/? [44:58<00:00,  2.15it/s]\nEpoch 0: |          | 5797/? [44:58<00:00,  2.15it/s]\nEpoch 0: |          | 5797/? [44:58<00:00,  2.15it/s]\nEpoch 0: |          | 5798/? [44:58<00:00,  2.15it/s]\nEpoch 0: |          | 5798/? [44:58<00:00,  2.15it/s]\nEpoch 0: |          | 5799/? [44:59<00:00,  2.15it/s]\nEpoch 0: |          | 5799/? [44:59<00:00,  2.15it/s]\nEpoch 0: |          | 5800/? [44:59<00:00,  2.15it/s]\nEpoch 0: |          | 5800/? [44:59<00:00,  2.15it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  9.30it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  7.91it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.64it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.53it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 5800/? [45:00<00:00,  2.15it/s]\nEpoch 0: |          | 5801/? [45:00<00:00,  2.15it/s]\nEpoch 0: |          | 5801/? [45:00<00:00,  2.15it/s]\nEpoch 0: |          | 5802/? [45:00<00:00,  2.15it/s]\nEpoch 0: |          | 5802/? [45:00<00:00,  2.15it/s]\nEpoch 0: |          | 5803/? [45:01<00:00,  2.15it/s]\nEpoch 0: |          | 5803/? [45:01<00:00,  2.15it/s]\nEpoch 0: |          | 5804/? [45:01<00:00,  2.15it/s]\nEpoch 0: |          | 5804/? [45:01<00:00,  2.15it/s]\nEpoch 0: |          | 5805/? [45:02<00:00,  2.15it/s]\nEpoch 0: |          | 5805/? [45:02<00:00,  2.15it/s]\nEpoch 0: |          | 5806/? [45:02<00:00,  2.15it/s]\nEpoch 0: |          | 5806/? [45:02<00:00,  2.15it/s]\nEpoch 0: |          | 5807/? [45:02<00:00,  2.15it/s]\nEpoch 0: |          | 5807/? [45:02<00:00,  2.15it/s]\nEpoch 0: |          | 5808/? [45:03<00:00,  2.15it/s]\nEpoch 0: |          | 5808/? [45:03<00:00,  2.15it/s]\nEpoch 0: |          | 5809/? [45:03<00:00,  2.15it/s]\nEpoch 0: |          | 5809/? [45:03<00:00,  2.15it/s]\nEpoch 0: |          | 5810/? [45:04<00:00,  2.15it/s]\nEpoch 0: |          | 5810/? [45:04<00:00,  2.15it/s]\nEpoch 0: |          | 5811/? [45:04<00:00,  2.15it/s]\nEpoch 0: |          | 5811/? [45:04<00:00,  2.15it/s]\nEpoch 0: |          | 5812/? [45:04<00:00,  2.15it/s]\nEpoch 0: |          | 5812/? [45:04<00:00,  2.15it/s]\nEpoch 0: |          | 5813/? [45:05<00:00,  2.15it/s]\nEpoch 0: |          | 5813/? [45:05<00:00,  2.15it/s]\nEpoch 0: |          | 5814/? [45:05<00:00,  2.15it/s]\nEpoch 0: |          | 5814/? [45:05<00:00,  2.15it/s]\nEpoch 0: |          | 5815/? [45:06<00:00,  2.15it/s]\nEpoch 0: |          | 5815/? [45:06<00:00,  2.15it/s]\nEpoch 0: |          | 5816/? [45:06<00:00,  2.15it/s]\nEpoch 0: |          | 5816/? [45:06<00:00,  2.15it/s]\nEpoch 0: |          | 5817/? [45:06<00:00,  2.15it/s]\nEpoch 0: |          | 5817/? [45:06<00:00,  2.15it/s]\nEpoch 0: |          | 5818/? [45:07<00:00,  2.15it/s]\nEpoch 0: |          | 5818/? [45:07<00:00,  2.15it/s]\nEpoch 0: |          | 5819/? [45:07<00:00,  2.15it/s]\nEpoch 0: |          | 5819/? [45:07<00:00,  2.15it/s]\nEpoch 0: |          | 5820/? [45:08<00:00,  2.15it/s]\nEpoch 0: |          | 5820/? [45:08<00:00,  2.15it/s]\nEpoch 0: |          | 5821/? [45:08<00:00,  2.15it/s]\nEpoch 0: |          | 5821/? [45:08<00:00,  2.15it/s]\nEpoch 0: |          | 5822/? [45:08<00:00,  2.15it/s]\nEpoch 0: |          | 5822/? [45:08<00:00,  2.15it/s]\nEpoch 0: |          | 5823/? [45:09<00:00,  2.15it/s]\nEpoch 0: |          | 5823/? [45:09<00:00,  2.15it/s]\nEpoch 0: |          | 5824/? [45:09<00:00,  2.15it/s]\nEpoch 0: |          | 5824/? [45:09<00:00,  2.15it/s]\nEpoch 0: |          | 5825/? [45:10<00:00,  2.15it/s]\nEpoch 0: |          | 5825/? [45:10<00:00,  2.15it/s]\nEpoch 0: |          | 5826/? [45:10<00:00,  2.15it/s]\nEpoch 0: |          | 5826/? [45:10<00:00,  2.15it/s]\nEpoch 0: |          | 5827/? [45:10<00:00,  2.15it/s]\nEpoch 0: |          | 5827/? [45:10<00:00,  2.15it/s]\nEpoch 0: |          | 5828/? [45:11<00:00,  2.15it/s]\nEpoch 0: |          | 5828/? [45:11<00:00,  2.15it/s]\nEpoch 0: |          | 5829/? [45:11<00:00,  2.15it/s]\nEpoch 0: |          | 5829/? [45:11<00:00,  2.15it/s]\nEpoch 0: |          | 5830/? [45:12<00:00,  2.15it/s]\nEpoch 0: |          | 5830/? [45:12<00:00,  2.15it/s]\nEpoch 0: |          | 5831/? [45:12<00:00,  2.15it/s]\nEpoch 0: |          | 5831/? [45:12<00:00,  2.15it/s]\nEpoch 0: |          | 5832/? [45:12<00:00,  2.15it/s]\nEpoch 0: |          | 5832/? [45:12<00:00,  2.15it/s]\nEpoch 0: |          | 5833/? [45:13<00:00,  2.15it/s]\nEpoch 0: |          | 5833/? [45:13<00:00,  2.15it/s]\nEpoch 0: |          | 5834/? [45:13<00:00,  2.15it/s]\nEpoch 0: |          | 5834/? [45:13<00:00,  2.15it/s]\nEpoch 0: |          | 5835/? [45:14<00:00,  2.15it/s]\nEpoch 0: |          | 5835/? [45:14<00:00,  2.15it/s]\nEpoch 0: |          | 5836/? [45:14<00:00,  2.15it/s]\nEpoch 0: |          | 5836/? [45:14<00:00,  2.15it/s]\nEpoch 0: |          | 5837/? [45:14<00:00,  2.15it/s]\nEpoch 0: |          | 5837/? [45:14<00:00,  2.15it/s]\nEpoch 0: |          | 5838/? [45:15<00:00,  2.15it/s]\nEpoch 0: |          | 5838/? [45:15<00:00,  2.15it/s]\nEpoch 0: |          | 5839/? [45:15<00:00,  2.15it/s]\nEpoch 0: |          | 5839/? [45:15<00:00,  2.15it/s]\nEpoch 0: |          | 5840/? [45:16<00:00,  2.15it/s]\nEpoch 0: |          | 5840/? [45:16<00:00,  2.15it/s]\nEpoch 0: |          | 5841/? [45:16<00:00,  2.15it/s]\nEpoch 0: |          | 5841/? [45:16<00:00,  2.15it/s]\nEpoch 0: |          | 5842/? [45:16<00:00,  2.15it/s]\nEpoch 0: |          | 5842/? [45:16<00:00,  2.15it/s]\nEpoch 0: |          | 5843/? [45:17<00:00,  2.15it/s]\nEpoch 0: |          | 5843/? [45:17<00:00,  2.15it/s]\nEpoch 0: |          | 5844/? [45:17<00:00,  2.15it/s]\nEpoch 0: |          | 5844/? [45:17<00:00,  2.15it/s]\nEpoch 0: |          | 5845/? [45:17<00:00,  2.15it/s]\nEpoch 0: |          | 5845/? [45:17<00:00,  2.15it/s]\nEpoch 0: |          | 5846/? [45:18<00:00,  2.15it/s]\nEpoch 0: |          | 5846/? [45:18<00:00,  2.15it/s]\nEpoch 0: |          | 5847/? [45:18<00:00,  2.15it/s]\nEpoch 0: |          | 5847/? [45:18<00:00,  2.15it/s]\nEpoch 0: |          | 5848/? [45:19<00:00,  2.15it/s]\nEpoch 0: |          | 5848/? [45:19<00:00,  2.15it/s]\nEpoch 0: |          | 5849/? [45:19<00:00,  2.15it/s]\nEpoch 0: |          | 5849/? [45:19<00:00,  2.15it/s]\nEpoch 0: |          | 5850/? [45:19<00:00,  2.15it/s]\nEpoch 0: |          | 5850/? [45:19<00:00,  2.15it/s]\nEpoch 0: |          | 5851/? [45:20<00:00,  2.15it/s]\nEpoch 0: |          | 5851/? [45:20<00:00,  2.15it/s]\nEpoch 0: |          | 5852/? [45:20<00:00,  2.15it/s]\nEpoch 0: |          | 5852/? [45:20<00:00,  2.15it/s]\nEpoch 0: |          | 5853/? [45:20<00:00,  2.15it/s]\nEpoch 0: |          | 5853/? [45:20<00:00,  2.15it/s]\nEpoch 0: |          | 5854/? [45:21<00:00,  2.15it/s]\nEpoch 0: |          | 5854/? [45:21<00:00,  2.15it/s]\nEpoch 0: |          | 5855/? [45:21<00:00,  2.15it/s]\nEpoch 0: |          | 5855/? [45:21<00:00,  2.15it/s]\nEpoch 0: |          | 5856/? [45:22<00:00,  2.15it/s]\nEpoch 0: |          | 5856/? [45:22<00:00,  2.15it/s]\nEpoch 0: |          | 5857/? [45:22<00:00,  2.15it/s]\nEpoch 0: |          | 5857/? [45:22<00:00,  2.15it/s]\nEpoch 0: |          | 5858/? [45:22<00:00,  2.15it/s]\nEpoch 0: |          | 5858/? [45:22<00:00,  2.15it/s]\nEpoch 0: |          | 5859/? [45:23<00:00,  2.15it/s]\nEpoch 0: |          | 5859/? [45:23<00:00,  2.15it/s]\nEpoch 0: |          | 5860/? [45:23<00:00,  2.15it/s]\nEpoch 0: |          | 5860/? [45:23<00:00,  2.15it/s]\nEpoch 0: |          | 5861/? [45:24<00:00,  2.15it/s]\nEpoch 0: |          | 5861/? [45:24<00:00,  2.15it/s]\nEpoch 0: |          | 5862/? [45:24<00:00,  2.15it/s]\nEpoch 0: |          | 5862/? [45:24<00:00,  2.15it/s]\nEpoch 0: |          | 5863/? [45:24<00:00,  2.15it/s]\nEpoch 0: |          | 5863/? [45:24<00:00,  2.15it/s]\nEpoch 0: |          | 5864/? [45:25<00:00,  2.15it/s]\nEpoch 0: |          | 5864/? [45:25<00:00,  2.15it/s]\nEpoch 0: |          | 5865/? [45:25<00:00,  2.15it/s]\nEpoch 0: |          | 5865/? [45:25<00:00,  2.15it/s]\nEpoch 0: |          | 5866/? [45:26<00:00,  2.15it/s]\nEpoch 0: |          | 5866/? [45:26<00:00,  2.15it/s]\nEpoch 0: |          | 5867/? [45:26<00:00,  2.15it/s]\nEpoch 0: |          | 5867/? [45:26<00:00,  2.15it/s]\nEpoch 0: |          | 5868/? [45:26<00:00,  2.15it/s]\nEpoch 0: |          | 5868/? [45:26<00:00,  2.15it/s]\nEpoch 0: |          | 5869/? [45:27<00:00,  2.15it/s]\nEpoch 0: |          | 5869/? [45:27<00:00,  2.15it/s]\nEpoch 0: |          | 5870/? [45:27<00:00,  2.15it/s]\nEpoch 0: |          | 5870/? [45:27<00:00,  2.15it/s]\nEpoch 0: |          | 5871/? [45:27<00:00,  2.15it/s]\nEpoch 0: |          | 5871/? [45:27<00:00,  2.15it/s]\nEpoch 0: |          | 5872/? [45:28<00:00,  2.15it/s]\nEpoch 0: |          | 5872/? [45:28<00:00,  2.15it/s]\nEpoch 0: |          | 5873/? [45:28<00:00,  2.15it/s]\nEpoch 0: |          | 5873/? [45:28<00:00,  2.15it/s]\nEpoch 0: |          | 5874/? [45:29<00:00,  2.15it/s]\nEpoch 0: |          | 5874/? [45:29<00:00,  2.15it/s]\nEpoch 0: |          | 5875/? [45:29<00:00,  2.15it/s]\nEpoch 0: |          | 5875/? [45:29<00:00,  2.15it/s]\nEpoch 0: |          | 5876/? [45:29<00:00,  2.15it/s]\nEpoch 0: |          | 5876/? [45:29<00:00,  2.15it/s]\nEpoch 0: |          | 5877/? [45:30<00:00,  2.15it/s]\nEpoch 0: |          | 5877/? [45:30<00:00,  2.15it/s]\nEpoch 0: |          | 5878/? [45:30<00:00,  2.15it/s]\nEpoch 0: |          | 5878/? [45:30<00:00,  2.15it/s]\nEpoch 0: |          | 5879/? [45:30<00:00,  2.15it/s]\nEpoch 0: |          | 5879/? [45:30<00:00,  2.15it/s]\nEpoch 0: |          | 5880/? [45:31<00:00,  2.15it/s]\nEpoch 0: |          | 5880/? [45:31<00:00,  2.15it/s]\nEpoch 0: |          | 5881/? [45:31<00:00,  2.15it/s]\nEpoch 0: |          | 5881/? [45:31<00:00,  2.15it/s]\nEpoch 0: |          | 5882/? [45:32<00:00,  2.15it/s]\nEpoch 0: |          | 5882/? [45:32<00:00,  2.15it/s]\nEpoch 0: |          | 5883/? [45:32<00:00,  2.15it/s]\nEpoch 0: |          | 5883/? [45:32<00:00,  2.15it/s]\nEpoch 0: |          | 5884/? [45:32<00:00,  2.15it/s]\nEpoch 0: |          | 5884/? [45:32<00:00,  2.15it/s]\nEpoch 0: |          | 5885/? [45:33<00:00,  2.15it/s]\nEpoch 0: |          | 5885/? [45:33<00:00,  2.15it/s]\nEpoch 0: |          | 5886/? [45:33<00:00,  2.15it/s]\nEpoch 0: |          | 5886/? [45:33<00:00,  2.15it/s]\nEpoch 0: |          | 5887/? [45:34<00:00,  2.15it/s]\nEpoch 0: |          | 5887/? [45:34<00:00,  2.15it/s]\nEpoch 0: |          | 5888/? [45:34<00:00,  2.15it/s]\nEpoch 0: |          | 5888/? [45:34<00:00,  2.15it/s]\nEpoch 0: |          | 5889/? [45:34<00:00,  2.15it/s]\nEpoch 0: |          | 5889/? [45:34<00:00,  2.15it/s]\nEpoch 0: |          | 5890/? [45:35<00:00,  2.15it/s]\nEpoch 0: |          | 5890/? [45:35<00:00,  2.15it/s]\nEpoch 0: |          | 5891/? [45:35<00:00,  2.15it/s]\nEpoch 0: |          | 5891/? [45:35<00:00,  2.15it/s]\nEpoch 0: |          | 5892/? [45:36<00:00,  2.15it/s]\nEpoch 0: |          | 5892/? [45:36<00:00,  2.15it/s]\nEpoch 0: |          | 5893/? [45:36<00:00,  2.15it/s]\nEpoch 0: |          | 5893/? [45:36<00:00,  2.15it/s]\nEpoch 0: |          | 5894/? [45:36<00:00,  2.15it/s]\nEpoch 0: |          | 5894/? [45:36<00:00,  2.15it/s]\nEpoch 0: |          | 5895/? [45:37<00:00,  2.15it/s]\nEpoch 0: |          | 5895/? [45:37<00:00,  2.15it/s]\nEpoch 0: |          | 5896/? [45:37<00:00,  2.15it/s]\nEpoch 0: |          | 5896/? [45:37<00:00,  2.15it/s]\nEpoch 0: |          | 5897/? [45:37<00:00,  2.15it/s]\nEpoch 0: |          | 5897/? [45:37<00:00,  2.15it/s]\nEpoch 0: |          | 5898/? [45:38<00:00,  2.15it/s]\nEpoch 0: |          | 5898/? [45:38<00:00,  2.15it/s]\nEpoch 0: |          | 5899/? [45:38<00:00,  2.15it/s]\nEpoch 0: |          | 5899/? [45:38<00:00,  2.15it/s]\nEpoch 0: |          | 5900/? [45:39<00:00,  2.15it/s]\nEpoch 0: |          | 5900/? [45:39<00:00,  2.15it/s]\nEpoch 0: |          | 5901/? [45:39<00:00,  2.15it/s]\nEpoch 0: |          | 5901/? [45:39<00:00,  2.15it/s]\nEpoch 0: |          | 5902/? [45:39<00:00,  2.15it/s]\nEpoch 0: |          | 5902/? [45:39<00:00,  2.15it/s]\nEpoch 0: |          | 5903/? [45:40<00:00,  2.15it/s]\nEpoch 0: |          | 5903/? [45:40<00:00,  2.15it/s]\nEpoch 0: |          | 5904/? [45:40<00:00,  2.15it/s]\nEpoch 0: |          | 5904/? [45:40<00:00,  2.15it/s]\nEpoch 0: |          | 5905/? [45:41<00:00,  2.15it/s]\nEpoch 0: |          | 5905/? [45:41<00:00,  2.15it/s]\nEpoch 0: |          | 5906/? [45:41<00:00,  2.15it/s]\nEpoch 0: |          | 5906/? [45:41<00:00,  2.15it/s]\nEpoch 0: |          | 5907/? [45:41<00:00,  2.15it/s]\nEpoch 0: |          | 5907/? [45:41<00:00,  2.15it/s]\nEpoch 0: |          | 5908/? [45:42<00:00,  2.15it/s]\nEpoch 0: |          | 5908/? [45:42<00:00,  2.15it/s]\nEpoch 0: |          | 5909/? [45:42<00:00,  2.15it/s]\nEpoch 0: |          | 5909/? [45:42<00:00,  2.15it/s]\nEpoch 0: |          | 5910/? [45:43<00:00,  2.15it/s]\nEpoch 0: |          | 5910/? [45:43<00:00,  2.15it/s]\nEpoch 0: |          | 5911/? [45:43<00:00,  2.15it/s]\nEpoch 0: |          | 5911/? [45:43<00:00,  2.15it/s]\nEpoch 0: |          | 5912/? [45:43<00:00,  2.15it/s]\nEpoch 0: |          | 5912/? [45:43<00:00,  2.15it/s]\nEpoch 0: |          | 5913/? [45:44<00:00,  2.15it/s]\nEpoch 0: |          | 5913/? [45:44<00:00,  2.15it/s]\nEpoch 0: |          | 5914/? [45:44<00:00,  2.15it/s]\nEpoch 0: |          | 5914/? [45:44<00:00,  2.15it/s]\nEpoch 0: |          | 5915/? [45:44<00:00,  2.15it/s]\nEpoch 0: |          | 5915/? [45:44<00:00,  2.15it/s]\nEpoch 0: |          | 5916/? [45:45<00:00,  2.15it/s]\nEpoch 0: |          | 5916/? [45:45<00:00,  2.15it/s]\nEpoch 0: |          | 5917/? [45:45<00:00,  2.16it/s]\nEpoch 0: |          | 5917/? [45:45<00:00,  2.16it/s]\nEpoch 0: |          | 5918/? [45:46<00:00,  2.16it/s]\nEpoch 0: |          | 5918/? [45:46<00:00,  2.16it/s]\nEpoch 0: |          | 5919/? [45:46<00:00,  2.16it/s]\nEpoch 0: |          | 5919/? [45:46<00:00,  2.16it/s]\nEpoch 0: |          | 5920/? [45:46<00:00,  2.16it/s]\nEpoch 0: |          | 5920/? [45:46<00:00,  2.16it/s]\nEpoch 0: |          | 5921/? [45:47<00:00,  2.16it/s]\nEpoch 0: |          | 5921/? [45:47<00:00,  2.16it/s]\nEpoch 0: |          | 5922/? [45:47<00:00,  2.16it/s]\nEpoch 0: |          | 5922/? [45:47<00:00,  2.16it/s]\nEpoch 0: |          | 5923/? [45:48<00:00,  2.16it/s]\nEpoch 0: |          | 5923/? [45:48<00:00,  2.16it/s]\nEpoch 0: |          | 5924/? [45:48<00:00,  2.16it/s]\nEpoch 0: |          | 5924/? [45:48<00:00,  2.16it/s]\nEpoch 0: |          | 5925/? [45:48<00:00,  2.16it/s]\nEpoch 0: |          | 5925/? [45:48<00:00,  2.16it/s]\nEpoch 0: |          | 5926/? [45:49<00:00,  2.16it/s]\nEpoch 0: |          | 5926/? [45:49<00:00,  2.16it/s]\nEpoch 0: |          | 5927/? [45:49<00:00,  2.16it/s]\nEpoch 0: |          | 5927/? [45:49<00:00,  2.16it/s]\nEpoch 0: |          | 5928/? [45:50<00:00,  2.16it/s]\nEpoch 0: |          | 5928/? [45:50<00:00,  2.16it/s]\nEpoch 0: |          | 5929/? [45:50<00:00,  2.16it/s]\nEpoch 0: |          | 5929/? [45:50<00:00,  2.16it/s]\nEpoch 0: |          | 5930/? [45:50<00:00,  2.16it/s]\nEpoch 0: |          | 5930/? [45:50<00:00,  2.16it/s]\nEpoch 0: |          | 5931/? [45:51<00:00,  2.16it/s]\nEpoch 0: |          | 5931/? [45:51<00:00,  2.16it/s]\nEpoch 0: |          | 5932/? [45:51<00:00,  2.16it/s]\nEpoch 0: |          | 5932/? [45:51<00:00,  2.16it/s]\nEpoch 0: |          | 5933/? [45:52<00:00,  2.16it/s]\nEpoch 0: |          | 5933/? [45:52<00:00,  2.16it/s]\nEpoch 0: |          | 5934/? [45:52<00:00,  2.16it/s]\nEpoch 0: |          | 5934/? [45:52<00:00,  2.16it/s]\nEpoch 0: |          | 5935/? [45:52<00:00,  2.16it/s]\nEpoch 0: |          | 5935/? [45:52<00:00,  2.16it/s]\nEpoch 0: |          | 5936/? [45:53<00:00,  2.16it/s]\nEpoch 0: |          | 5936/? [45:53<00:00,  2.16it/s]\nEpoch 0: |          | 5937/? [45:53<00:00,  2.16it/s]\nEpoch 0: |          | 5937/? [45:53<00:00,  2.16it/s]\nEpoch 0: |          | 5938/? [45:53<00:00,  2.16it/s]\nEpoch 0: |          | 5938/? [45:53<00:00,  2.16it/s]\nEpoch 0: |          | 5939/? [45:54<00:00,  2.16it/s]\nEpoch 0: |          | 5939/? [45:54<00:00,  2.16it/s]\nEpoch 0: |          | 5940/? [45:54<00:00,  2.16it/s]\nEpoch 0: |          | 5940/? [45:54<00:00,  2.16it/s]\nEpoch 0: |          | 5941/? [45:55<00:00,  2.16it/s]\nEpoch 0: |          | 5941/? [45:55<00:00,  2.16it/s]\nEpoch 0: |          | 5942/? [45:55<00:00,  2.16it/s]\nEpoch 0: |          | 5942/? [45:55<00:00,  2.16it/s]\nEpoch 0: |          | 5943/? [45:55<00:00,  2.16it/s]\nEpoch 0: |          | 5943/? [45:55<00:00,  2.16it/s]\nEpoch 0: |          | 5944/? [45:56<00:00,  2.16it/s]\nEpoch 0: |          | 5944/? [45:56<00:00,  2.16it/s]\nEpoch 0: |          | 5945/? [45:56<00:00,  2.16it/s]\nEpoch 0: |          | 5945/? [45:56<00:00,  2.16it/s]\nEpoch 0: |          | 5946/? [45:57<00:00,  2.16it/s]\nEpoch 0: |          | 5946/? [45:57<00:00,  2.16it/s]\nEpoch 0: |          | 5947/? [45:57<00:00,  2.16it/s]\nEpoch 0: |          | 5947/? [45:57<00:00,  2.16it/s]\nEpoch 0: |          | 5948/? [45:57<00:00,  2.16it/s]\nEpoch 0: |          | 5948/? [45:57<00:00,  2.16it/s]\nEpoch 0: |          | 5949/? [45:58<00:00,  2.16it/s]\nEpoch 0: |          | 5949/? [45:58<00:00,  2.16it/s]\nEpoch 0: |          | 5950/? [45:58<00:00,  2.16it/s]\nEpoch 0: |          | 5950/? [45:58<00:00,  2.16it/s]\nEpoch 0: |          | 5951/? [45:59<00:00,  2.16it/s]\nEpoch 0: |          | 5951/? [45:59<00:00,  2.16it/s]\nEpoch 0: |          | 5952/? [45:59<00:00,  2.16it/s]\nEpoch 0: |          | 5952/? [45:59<00:00,  2.16it/s]\nEpoch 0: |          | 5953/? [46:00<00:00,  2.16it/s]\nEpoch 0: |          | 5953/? [46:00<00:00,  2.16it/s]\nEpoch 0: |          | 5954/? [46:00<00:00,  2.16it/s]\nEpoch 0: |          | 5954/? [46:00<00:00,  2.16it/s]\nEpoch 0: |          | 5955/? [46:00<00:00,  2.16it/s]\nEpoch 0: |          | 5955/? [46:00<00:00,  2.16it/s]\nEpoch 0: |          | 5956/? [46:01<00:00,  2.16it/s]\nEpoch 0: |          | 5956/? [46:01<00:00,  2.16it/s]\nEpoch 0: |          | 5957/? [46:01<00:00,  2.16it/s]\nEpoch 0: |          | 5957/? [46:01<00:00,  2.16it/s]\nEpoch 0: |          | 5958/? [46:01<00:00,  2.16it/s]\nEpoch 0: |          | 5958/? [46:01<00:00,  2.16it/s]\nEpoch 0: |          | 5959/? [46:02<00:00,  2.16it/s]\nEpoch 0: |          | 5959/? [46:02<00:00,  2.16it/s]\nEpoch 0: |          | 5960/? [46:02<00:00,  2.16it/s]\nEpoch 0: |          | 5960/? [46:02<00:00,  2.16it/s]\nEpoch 0: |          | 5961/? [46:03<00:00,  2.16it/s]\nEpoch 0: |          | 5961/? [46:03<00:00,  2.16it/s]\nEpoch 0: |          | 5962/? [46:03<00:00,  2.16it/s]\nEpoch 0: |          | 5962/? [46:03<00:00,  2.16it/s]\nEpoch 0: |          | 5963/? [46:03<00:00,  2.16it/s]\nEpoch 0: |          | 5963/? [46:03<00:00,  2.16it/s]\nEpoch 0: |          | 5964/? [46:04<00:00,  2.16it/s]\nEpoch 0: |          | 5964/? [46:04<00:00,  2.16it/s]\nEpoch 0: |          | 5965/? [46:04<00:00,  2.16it/s]\nEpoch 0: |          | 5965/? [46:04<00:00,  2.16it/s]\nEpoch 0: |          | 5966/? [46:05<00:00,  2.16it/s]\nEpoch 0: |          | 5966/? [46:05<00:00,  2.16it/s]\nEpoch 0: |          | 5967/? [46:05<00:00,  2.16it/s]\nEpoch 0: |          | 5967/? [46:05<00:00,  2.16it/s]\nEpoch 0: |          | 5968/? [46:05<00:00,  2.16it/s]\nEpoch 0: |          | 5968/? [46:05<00:00,  2.16it/s]\nEpoch 0: |          | 5969/? [46:06<00:00,  2.16it/s]\nEpoch 0: |          | 5969/? [46:06<00:00,  2.16it/s]\nEpoch 0: |          | 5970/? [46:06<00:00,  2.16it/s]\nEpoch 0: |          | 5970/? [46:06<00:00,  2.16it/s]\nEpoch 0: |          | 5971/? [46:07<00:00,  2.16it/s]\nEpoch 0: |          | 5971/? [46:07<00:00,  2.16it/s]\nEpoch 0: |          | 5972/? [46:07<00:00,  2.16it/s]\nEpoch 0: |          | 5972/? [46:07<00:00,  2.16it/s]\nEpoch 0: |          | 5973/? [46:07<00:00,  2.16it/s]\nEpoch 0: |          | 5973/? [46:07<00:00,  2.16it/s]\nEpoch 0: |          | 5974/? [46:08<00:00,  2.16it/s]\nEpoch 0: |          | 5974/? [46:08<00:00,  2.16it/s]\nEpoch 0: |          | 5975/? [46:08<00:00,  2.16it/s]\nEpoch 0: |          | 5975/? [46:08<00:00,  2.16it/s]\nEpoch 0: |          | 5976/? [46:09<00:00,  2.16it/s]\nEpoch 0: |          | 5976/? [46:09<00:00,  2.16it/s]\nEpoch 0: |          | 5977/? [46:09<00:00,  2.16it/s]\nEpoch 0: |          | 5977/? [46:09<00:00,  2.16it/s]\nEpoch 0: |          | 5978/? [46:09<00:00,  2.16it/s]\nEpoch 0: |          | 5978/? [46:09<00:00,  2.16it/s]\nEpoch 0: |          | 5979/? [46:10<00:00,  2.16it/s]\nEpoch 0: |          | 5979/? [46:10<00:00,  2.16it/s]\nEpoch 0: |          | 5980/? [46:10<00:00,  2.16it/s]\nEpoch 0: |          | 5980/? [46:10<00:00,  2.16it/s]\nEpoch 0: |          | 5981/? [46:11<00:00,  2.16it/s]\nEpoch 0: |          | 5981/? [46:11<00:00,  2.16it/s]\nEpoch 0: |          | 5982/? [46:11<00:00,  2.16it/s]\nEpoch 0: |          | 5982/? [46:11<00:00,  2.16it/s]\nEpoch 0: |          | 5983/? [46:11<00:00,  2.16it/s]\nEpoch 0: |          | 5983/? [46:11<00:00,  2.16it/s]\nEpoch 0: |          | 5984/? [46:12<00:00,  2.16it/s]\nEpoch 0: |          | 5984/? [46:12<00:00,  2.16it/s]\nEpoch 0: |          | 5985/? [46:12<00:00,  2.16it/s]\nEpoch 0: |          | 5985/? [46:12<00:00,  2.16it/s]\nEpoch 0: |          | 5986/? [46:12<00:00,  2.16it/s]\nEpoch 0: |          | 5986/? [46:12<00:00,  2.16it/s]\nEpoch 0: |          | 5987/? [46:13<00:00,  2.16it/s]\nEpoch 0: |          | 5987/? [46:13<00:00,  2.16it/s]\nEpoch 0: |          | 5988/? [46:13<00:00,  2.16it/s]\nEpoch 0: |          | 5988/? [46:13<00:00,  2.16it/s]\nEpoch 0: |          | 5989/? [46:14<00:00,  2.16it/s]\nEpoch 0: |          | 5989/? [46:14<00:00,  2.16it/s]\nEpoch 0: |          | 5990/? [46:14<00:00,  2.16it/s]\nEpoch 0: |          | 5990/? [46:14<00:00,  2.16it/s]\nEpoch 0: |          | 5991/? [46:14<00:00,  2.16it/s]\nEpoch 0: |          | 5991/? [46:14<00:00,  2.16it/s]\nEpoch 0: |          | 5992/? [46:15<00:00,  2.16it/s]\nEpoch 0: |          | 5992/? [46:15<00:00,  2.16it/s]\nEpoch 0: |          | 5993/? [46:15<00:00,  2.16it/s]\nEpoch 0: |          | 5993/? [46:15<00:00,  2.16it/s]\nEpoch 0: |          | 5994/? [46:15<00:00,  2.16it/s]\nEpoch 0: |          | 5994/? [46:15<00:00,  2.16it/s]\nEpoch 0: |          | 5995/? [46:16<00:00,  2.16it/s]\nEpoch 0: |          | 5995/? [46:16<00:00,  2.16it/s]\nEpoch 0: |          | 5996/? [46:16<00:00,  2.16it/s]\nEpoch 0: |          | 5996/? [46:16<00:00,  2.16it/s]\nEpoch 0: |          | 5997/? [46:17<00:00,  2.16it/s]\nEpoch 0: |          | 5997/? [46:17<00:00,  2.16it/s]\nEpoch 0: |          | 5998/? [46:17<00:00,  2.16it/s]\nEpoch 0: |          | 5998/? [46:17<00:00,  2.16it/s]\nEpoch 0: |          | 5999/? [46:17<00:00,  2.16it/s]\nEpoch 0: |          | 5999/? [46:17<00:00,  2.16it/s]\nEpoch 0: |          | 6000/? [46:18<00:00,  2.16it/s]\nEpoch 0: |          | 6000/? [46:18<00:00,  2.16it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  9.45it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  7.92it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.84it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.78it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 6000/? [46:18<00:00,  2.16it/s]\nEpoch 0: |          | 6001/? [46:19<00:00,  2.16it/s]\nEpoch 0: |          | 6001/? [46:19<00:00,  2.16it/s]\nEpoch 0: |          | 6002/? [46:19<00:00,  2.16it/s]\nEpoch 0: |          | 6002/? [46:19<00:00,  2.16it/s]\nEpoch 0: |          | 6003/? [46:20<00:00,  2.16it/s]\nEpoch 0: |          | 6003/? [46:20<00:00,  2.16it/s]\nEpoch 0: |          | 6004/? [46:20<00:00,  2.16it/s]\nEpoch 0: |          | 6004/? [46:20<00:00,  2.16it/s]\nEpoch 0: |          | 6005/? [46:20<00:00,  2.16it/s]\nEpoch 0: |          | 6005/? [46:20<00:00,  2.16it/s]\nEpoch 0: |          | 6006/? [46:21<00:00,  2.16it/s]\nEpoch 0: |          | 6006/? [46:21<00:00,  2.16it/s]\nEpoch 0: |          | 6007/? [46:21<00:00,  2.16it/s]\nEpoch 0: |          | 6007/? [46:21<00:00,  2.16it/s]\nEpoch 0: |          | 6008/? [46:21<00:00,  2.16it/s]\nEpoch 0: |          | 6008/? [46:21<00:00,  2.16it/s]\nEpoch 0: |          | 6009/? [46:22<00:00,  2.16it/s]\nEpoch 0: |          | 6009/? [46:22<00:00,  2.16it/s]\nEpoch 0: |          | 6010/? [46:22<00:00,  2.16it/s]\nEpoch 0: |          | 6010/? [46:22<00:00,  2.16it/s]\nEpoch 0: |          | 6011/? [46:23<00:00,  2.16it/s]\nEpoch 0: |          | 6011/? [46:23<00:00,  2.16it/s]\nEpoch 0: |          | 6012/? [46:23<00:00,  2.16it/s]\nEpoch 0: |          | 6012/? [46:23<00:00,  2.16it/s]\nEpoch 0: |          | 6013/? [46:23<00:00,  2.16it/s]\nEpoch 0: |          | 6013/? [46:23<00:00,  2.16it/s]\nEpoch 0: |          | 6014/? [46:24<00:00,  2.16it/s]\nEpoch 0: |          | 6014/? [46:24<00:00,  2.16it/s]\nEpoch 0: |          | 6015/? [46:24<00:00,  2.16it/s]\nEpoch 0: |          | 6015/? [46:24<00:00,  2.16it/s]\nEpoch 0: |          | 6016/? [46:25<00:00,  2.16it/s]\nEpoch 0: |          | 6016/? [46:25<00:00,  2.16it/s]\nEpoch 0: |          | 6017/? [46:25<00:00,  2.16it/s]\nEpoch 0: |          | 6017/? [46:25<00:00,  2.16it/s]\nEpoch 0: |          | 6018/? [46:25<00:00,  2.16it/s]\nEpoch 0: |          | 6018/? [46:25<00:00,  2.16it/s]\nEpoch 0: |          | 6019/? [46:26<00:00,  2.16it/s]\nEpoch 0: |          | 6019/? [46:26<00:00,  2.16it/s]\nEpoch 0: |          | 6020/? [46:26<00:00,  2.16it/s]\nEpoch 0: |          | 6020/? [46:26<00:00,  2.16it/s]\nEpoch 0: |          | 6021/? [46:26<00:00,  2.16it/s]\nEpoch 0: |          | 6021/? [46:26<00:00,  2.16it/s]\nEpoch 0: |          | 6022/? [46:27<00:00,  2.16it/s]\nEpoch 0: |          | 6022/? [46:27<00:00,  2.16it/s]\nEpoch 0: |          | 6023/? [46:27<00:00,  2.16it/s]\nEpoch 0: |          | 6023/? [46:27<00:00,  2.16it/s]\nEpoch 0: |          | 6024/? [46:28<00:00,  2.16it/s]\nEpoch 0: |          | 6024/? [46:28<00:00,  2.16it/s]\nEpoch 0: |          | 6025/? [46:28<00:00,  2.16it/s]\nEpoch 0: |          | 6025/? [46:28<00:00,  2.16it/s]\nEpoch 0: |          | 6026/? [46:28<00:00,  2.16it/s]\nEpoch 0: |          | 6026/? [46:28<00:00,  2.16it/s]\nEpoch 0: |          | 6027/? [46:29<00:00,  2.16it/s]\nEpoch 0: |          | 6027/? [46:29<00:00,  2.16it/s]\nEpoch 0: |          | 6028/? [46:29<00:00,  2.16it/s]\nEpoch 0: |          | 6028/? [46:29<00:00,  2.16it/s]\nEpoch 0: |          | 6029/? [46:30<00:00,  2.16it/s]\nEpoch 0: |          | 6029/? [46:30<00:00,  2.16it/s]\nEpoch 0: |          | 6030/? [46:30<00:00,  2.16it/s]\nEpoch 0: |          | 6030/? [46:30<00:00,  2.16it/s]\nEpoch 0: |          | 6031/? [46:30<00:00,  2.16it/s]\nEpoch 0: |          | 6031/? [46:30<00:00,  2.16it/s]\nEpoch 0: |          | 6032/? [46:31<00:00,  2.16it/s]\nEpoch 0: |          | 6032/? [46:31<00:00,  2.16it/s]\nEpoch 0: |          | 6033/? [46:31<00:00,  2.16it/s]\nEpoch 0: |          | 6033/? [46:31<00:00,  2.16it/s]\nEpoch 0: |          | 6034/? [46:32<00:00,  2.16it/s]\nEpoch 0: |          | 6034/? [46:32<00:00,  2.16it/s]\nEpoch 0: |          | 6035/? [46:32<00:00,  2.16it/s]\nEpoch 0: |          | 6035/? [46:32<00:00,  2.16it/s]\nEpoch 0: |          | 6036/? [46:32<00:00,  2.16it/s]\nEpoch 0: |          | 6036/? [46:32<00:00,  2.16it/s]\nEpoch 0: |          | 6037/? [46:33<00:00,  2.16it/s]\nEpoch 0: |          | 6037/? [46:33<00:00,  2.16it/s]\nEpoch 0: |          | 6038/? [46:33<00:00,  2.16it/s]\nEpoch 0: |          | 6038/? [46:33<00:00,  2.16it/s]\nEpoch 0: |          | 6039/? [46:34<00:00,  2.16it/s]\nEpoch 0: |          | 6039/? [46:34<00:00,  2.16it/s]\nEpoch 0: |          | 6040/? [46:34<00:00,  2.16it/s]\nEpoch 0: |          | 6040/? [46:34<00:00,  2.16it/s]\nEpoch 0: |          | 6041/? [46:34<00:00,  2.16it/s]\nEpoch 0: |          | 6041/? [46:34<00:00,  2.16it/s]\nEpoch 0: |          | 6042/? [46:35<00:00,  2.16it/s]\nEpoch 0: |          | 6042/? [46:35<00:00,  2.16it/s]\nEpoch 0: |          | 6043/? [46:35<00:00,  2.16it/s]\nEpoch 0: |          | 6043/? [46:35<00:00,  2.16it/s]\nEpoch 0: |          | 6044/? [46:35<00:00,  2.16it/s]\nEpoch 0: |          | 6044/? [46:35<00:00,  2.16it/s]\nEpoch 0: |          | 6045/? [46:36<00:00,  2.16it/s]\nEpoch 0: |          | 6045/? [46:36<00:00,  2.16it/s]\nEpoch 0: |          | 6046/? [46:36<00:00,  2.16it/s]\nEpoch 0: |          | 6046/? [46:36<00:00,  2.16it/s]\nEpoch 0: |          | 6047/? [46:37<00:00,  2.16it/s]\nEpoch 0: |          | 6047/? [46:37<00:00,  2.16it/s]\nEpoch 0: |          | 6048/? [46:37<00:00,  2.16it/s]\nEpoch 0: |          | 6048/? [46:37<00:00,  2.16it/s]\nEpoch 0: |          | 6049/? [46:37<00:00,  2.16it/s]\nEpoch 0: |          | 6049/? [46:37<00:00,  2.16it/s]\nEpoch 0: |          | 6050/? [46:38<00:00,  2.16it/s]\nEpoch 0: |          | 6050/? [46:38<00:00,  2.16it/s]\nEpoch 0: |          | 6051/? [46:38<00:00,  2.16it/s]\nEpoch 0: |          | 6051/? [46:38<00:00,  2.16it/s]\nEpoch 0: |          | 6052/? [46:39<00:00,  2.16it/s]\nEpoch 0: |          | 6052/? [46:39<00:00,  2.16it/s]\nEpoch 0: |          | 6053/? [46:39<00:00,  2.16it/s]\nEpoch 0: |          | 6053/? [46:39<00:00,  2.16it/s]\nEpoch 0: |          | 6054/? [46:39<00:00,  2.16it/s]\nEpoch 0: |          | 6054/? [46:39<00:00,  2.16it/s]\nEpoch 0: |          | 6055/? [46:40<00:00,  2.16it/s]\nEpoch 0: |          | 6055/? [46:40<00:00,  2.16it/s]\nEpoch 0: |          | 6056/? [46:40<00:00,  2.16it/s]\nEpoch 0: |          | 6056/? [46:40<00:00,  2.16it/s]\nEpoch 0: |          | 6057/? [46:40<00:00,  2.16it/s]\nEpoch 0: |          | 6057/? [46:40<00:00,  2.16it/s]\nEpoch 0: |          | 6058/? [46:41<00:00,  2.16it/s]\nEpoch 0: |          | 6058/? [46:41<00:00,  2.16it/s]\nEpoch 0: |          | 6059/? [46:41<00:00,  2.16it/s]\nEpoch 0: |          | 6059/? [46:41<00:00,  2.16it/s]\nEpoch 0: |          | 6060/? [46:42<00:00,  2.16it/s]\nEpoch 0: |          | 6060/? [46:42<00:00,  2.16it/s]\nEpoch 0: |          | 6061/? [46:42<00:00,  2.16it/s]\nEpoch 0: |          | 6061/? [46:42<00:00,  2.16it/s]\nEpoch 0: |          | 6062/? [46:42<00:00,  2.16it/s]\nEpoch 0: |          | 6062/? [46:42<00:00,  2.16it/s]\nEpoch 0: |          | 6063/? [46:43<00:00,  2.16it/s]\nEpoch 0: |          | 6063/? [46:43<00:00,  2.16it/s]\nEpoch 0: |          | 6064/? [46:43<00:00,  2.16it/s]\nEpoch 0: |          | 6064/? [46:43<00:00,  2.16it/s]\nEpoch 0: |          | 6065/? [46:44<00:00,  2.16it/s]\nEpoch 0: |          | 6065/? [46:44<00:00,  2.16it/s]\nEpoch 0: |          | 6066/? [46:44<00:00,  2.16it/s]\nEpoch 0: |          | 6066/? [46:44<00:00,  2.16it/s]\nEpoch 0: |          | 6067/? [46:44<00:00,  2.16it/s]\nEpoch 0: |          | 6067/? [46:44<00:00,  2.16it/s]\nEpoch 0: |          | 6068/? [46:45<00:00,  2.16it/s]\nEpoch 0: |          | 6068/? [46:45<00:00,  2.16it/s]\nEpoch 0: |          | 6069/? [46:45<00:00,  2.16it/s]\nEpoch 0: |          | 6069/? [46:45<00:00,  2.16it/s]\nEpoch 0: |          | 6070/? [46:45<00:00,  2.16it/s]\nEpoch 0: |          | 6070/? [46:45<00:00,  2.16it/s]\nEpoch 0: |          | 6071/? [46:46<00:00,  2.16it/s]\nEpoch 0: |          | 6071/? [46:46<00:00,  2.16it/s]\nEpoch 0: |          | 6072/? [46:46<00:00,  2.16it/s]\nEpoch 0: |          | 6072/? [46:46<00:00,  2.16it/s]\nEpoch 0: |          | 6073/? [46:47<00:00,  2.16it/s]\nEpoch 0: |          | 6073/? [46:47<00:00,  2.16it/s]\nEpoch 0: |          | 6074/? [46:47<00:00,  2.16it/s]\nEpoch 0: |          | 6074/? [46:47<00:00,  2.16it/s]\nEpoch 0: |          | 6075/? [46:47<00:00,  2.16it/s]\nEpoch 0: |          | 6075/? [46:47<00:00,  2.16it/s]\nEpoch 0: |          | 6076/? [46:48<00:00,  2.16it/s]\nEpoch 0: |          | 6076/? [46:48<00:00,  2.16it/s]\nEpoch 0: |          | 6077/? [46:48<00:00,  2.16it/s]\nEpoch 0: |          | 6077/? [46:48<00:00,  2.16it/s]\nEpoch 0: |          | 6078/? [46:48<00:00,  2.16it/s]\nEpoch 0: |          | 6078/? [46:48<00:00,  2.16it/s]\nEpoch 0: |          | 6079/? [46:49<00:00,  2.16it/s]\nEpoch 0: |          | 6079/? [46:49<00:00,  2.16it/s]\nEpoch 0: |          | 6080/? [46:49<00:00,  2.16it/s]\nEpoch 0: |          | 6080/? [46:49<00:00,  2.16it/s]\nEpoch 0: |          | 6081/? [46:50<00:00,  2.16it/s]\nEpoch 0: |          | 6081/? [46:50<00:00,  2.16it/s]\nEpoch 0: |          | 6082/? [46:50<00:00,  2.16it/s]\nEpoch 0: |          | 6082/? [46:50<00:00,  2.16it/s]\nEpoch 0: |          | 6083/? [46:50<00:00,  2.16it/s]\nEpoch 0: |          | 6083/? [46:50<00:00,  2.16it/s]\nEpoch 0: |          | 6084/? [46:51<00:00,  2.16it/s]\nEpoch 0: |          | 6084/? [46:51<00:00,  2.16it/s]\nEpoch 0: |          | 6085/? [46:51<00:00,  2.16it/s]\nEpoch 0: |          | 6085/? [46:51<00:00,  2.16it/s]\nEpoch 0: |          | 6086/? [46:51<00:00,  2.16it/s]\nEpoch 0: |          | 6086/? [46:51<00:00,  2.16it/s]\nEpoch 0: |          | 6087/? [46:52<00:00,  2.16it/s]\nEpoch 0: |          | 6087/? [46:52<00:00,  2.16it/s]\nEpoch 0: |          | 6088/? [46:52<00:00,  2.16it/s]\nEpoch 0: |          | 6088/? [46:52<00:00,  2.16it/s]\nEpoch 0: |          | 6089/? [46:53<00:00,  2.16it/s]\nEpoch 0: |          | 6089/? [46:53<00:00,  2.16it/s]\nEpoch 0: |          | 6090/? [46:53<00:00,  2.16it/s]\nEpoch 0: |          | 6090/? [46:53<00:00,  2.16it/s]\nEpoch 0: |          | 6091/? [46:53<00:00,  2.16it/s]\nEpoch 0: |          | 6091/? [46:53<00:00,  2.16it/s]\nEpoch 0: |          | 6092/? [46:54<00:00,  2.16it/s]\nEpoch 0: |          | 6092/? [46:54<00:00,  2.16it/s]\nEpoch 0: |          | 6093/? [46:54<00:00,  2.16it/s]\nEpoch 0: |          | 6093/? [46:54<00:00,  2.16it/s]\nEpoch 0: |          | 6094/? [46:55<00:00,  2.16it/s]\nEpoch 0: |          | 6094/? [46:55<00:00,  2.16it/s]\nEpoch 0: |          | 6095/? [46:55<00:00,  2.16it/s]\nEpoch 0: |          | 6095/? [46:55<00:00,  2.16it/s]\nEpoch 0: |          | 6096/? [46:55<00:00,  2.16it/s]\nEpoch 0: |          | 6096/? [46:55<00:00,  2.16it/s]\nEpoch 0: |          | 6097/? [46:56<00:00,  2.16it/s]\nEpoch 0: |          | 6097/? [46:56<00:00,  2.16it/s]\nEpoch 0: |          | 6098/? [46:56<00:00,  2.17it/s]\nEpoch 0: |          | 6098/? [46:56<00:00,  2.17it/s]\nEpoch 0: |          | 6099/? [46:57<00:00,  2.17it/s]\nEpoch 0: |          | 6099/? [46:57<00:00,  2.17it/s]\nEpoch 0: |          | 6100/? [46:57<00:00,  2.17it/s]\nEpoch 0: |          | 6100/? [46:57<00:00,  2.17it/s]\nEpoch 0: |          | 6101/? [46:57<00:00,  2.17it/s]\nEpoch 0: |          | 6101/? [46:57<00:00,  2.17it/s]\nEpoch 0: |          | 6102/? [46:58<00:00,  2.17it/s]\nEpoch 0: |          | 6102/? [46:58<00:00,  2.17it/s]\nEpoch 0: |          | 6103/? [46:58<00:00,  2.17it/s]\nEpoch 0: |          | 6103/? [46:58<00:00,  2.17it/s]\nEpoch 0: |          | 6104/? [46:58<00:00,  2.17it/s]\nEpoch 0: |          | 6104/? [46:58<00:00,  2.17it/s]\nEpoch 0: |          | 6105/? [46:59<00:00,  2.17it/s]\nEpoch 0: |          | 6105/? [46:59<00:00,  2.17it/s]\nEpoch 0: |          | 6106/? [46:59<00:00,  2.17it/s]\nEpoch 0: |          | 6106/? [46:59<00:00,  2.17it/s]\nEpoch 0: |          | 6107/? [47:00<00:00,  2.17it/s]\nEpoch 0: |          | 6107/? [47:00<00:00,  2.17it/s]\nEpoch 0: |          | 6108/? [47:00<00:00,  2.17it/s]\nEpoch 0: |          | 6108/? [47:00<00:00,  2.17it/s]\nEpoch 0: |          | 6109/? [47:00<00:00,  2.17it/s]\nEpoch 0: |          | 6109/? [47:00<00:00,  2.17it/s]\nEpoch 0: |          | 6110/? [47:01<00:00,  2.17it/s]\nEpoch 0: |          | 6110/? [47:01<00:00,  2.17it/s]\nEpoch 0: |          | 6111/? [47:01<00:00,  2.17it/s]\nEpoch 0: |          | 6111/? [47:01<00:00,  2.17it/s]\nEpoch 0: |          | 6112/? [47:01<00:00,  2.17it/s]\nEpoch 0: |          | 6112/? [47:01<00:00,  2.17it/s]\nEpoch 0: |          | 6113/? [47:02<00:00,  2.17it/s]\nEpoch 0: |          | 6113/? [47:02<00:00,  2.17it/s]\nEpoch 0: |          | 6114/? [47:02<00:00,  2.17it/s]\nEpoch 0: |          | 6114/? [47:02<00:00,  2.17it/s]\nEpoch 0: |          | 6115/? [47:03<00:00,  2.17it/s]\nEpoch 0: |          | 6115/? [47:03<00:00,  2.17it/s]\nEpoch 0: |          | 6116/? [47:03<00:00,  2.17it/s]\nEpoch 0: |          | 6116/? [47:03<00:00,  2.17it/s]\nEpoch 0: |          | 6117/? [47:03<00:00,  2.17it/s]\nEpoch 0: |          | 6117/? [47:03<00:00,  2.17it/s]\nEpoch 0: |          | 6118/? [47:04<00:00,  2.17it/s]\nEpoch 0: |          | 6118/? [47:04<00:00,  2.17it/s]\nEpoch 0: |          | 6119/? [47:04<00:00,  2.17it/s]\nEpoch 0: |          | 6119/? [47:04<00:00,  2.17it/s]\nEpoch 0: |          | 6120/? [47:04<00:00,  2.17it/s]\nEpoch 0: |          | 6120/? [47:04<00:00,  2.17it/s]\nEpoch 0: |          | 6121/? [47:05<00:00,  2.17it/s]\nEpoch 0: |          | 6121/? [47:05<00:00,  2.17it/s]\nEpoch 0: |          | 6122/? [47:05<00:00,  2.17it/s]\nEpoch 0: |          | 6122/? [47:05<00:00,  2.17it/s]\nEpoch 0: |          | 6123/? [47:06<00:00,  2.17it/s]\nEpoch 0: |          | 6123/? [47:06<00:00,  2.17it/s]\nEpoch 0: |          | 6124/? [47:06<00:00,  2.17it/s]\nEpoch 0: |          | 6124/? [47:06<00:00,  2.17it/s]\nEpoch 0: |          | 6125/? [47:06<00:00,  2.17it/s]\nEpoch 0: |          | 6125/? [47:06<00:00,  2.17it/s]\nEpoch 0: |          | 6126/? [47:07<00:00,  2.17it/s]\nEpoch 0: |          | 6126/? [47:07<00:00,  2.17it/s]\nEpoch 0: |          | 6127/? [47:07<00:00,  2.17it/s]\nEpoch 0: |          | 6127/? [47:07<00:00,  2.17it/s]\nEpoch 0: |          | 6128/? [47:08<00:00,  2.17it/s]\nEpoch 0: |          | 6128/? [47:08<00:00,  2.17it/s]\nEpoch 0: |          | 6129/? [47:08<00:00,  2.17it/s]\nEpoch 0: |          | 6129/? [47:08<00:00,  2.17it/s]\nEpoch 0: |          | 6130/? [47:08<00:00,  2.17it/s]\nEpoch 0: |          | 6130/? [47:08<00:00,  2.17it/s]\nEpoch 0: |          | 6131/? [47:09<00:00,  2.17it/s]\nEpoch 0: |          | 6131/? [47:09<00:00,  2.17it/s]\nEpoch 0: |          | 6132/? [47:09<00:00,  2.17it/s]\nEpoch 0: |          | 6132/? [47:09<00:00,  2.17it/s]\nEpoch 0: |          | 6133/? [47:09<00:00,  2.17it/s]\nEpoch 0: |          | 6133/? [47:09<00:00,  2.17it/s]\nEpoch 0: |          | 6134/? [47:10<00:00,  2.17it/s]\nEpoch 0: |          | 6134/? [47:10<00:00,  2.17it/s]\nEpoch 0: |          | 6135/? [47:10<00:00,  2.17it/s]\nEpoch 0: |          | 6135/? [47:10<00:00,  2.17it/s]\nEpoch 0: |          | 6136/? [47:10<00:00,  2.17it/s]\nEpoch 0: |          | 6136/? [47:10<00:00,  2.17it/s]\nEpoch 0: |          | 6137/? [47:11<00:00,  2.17it/s]\nEpoch 0: |          | 6137/? [47:11<00:00,  2.17it/s]\nEpoch 0: |          | 6138/? [47:11<00:00,  2.17it/s]\nEpoch 0: |          | 6138/? [47:11<00:00,  2.17it/s]\nEpoch 0: |          | 6139/? [47:12<00:00,  2.17it/s]\nEpoch 0: |          | 6139/? [47:12<00:00,  2.17it/s]\nEpoch 0: |          | 6140/? [47:12<00:00,  2.17it/s]\nEpoch 0: |          | 6140/? [47:12<00:00,  2.17it/s]\nEpoch 0: |          | 6141/? [47:12<00:00,  2.17it/s]\nEpoch 0: |          | 6141/? [47:12<00:00,  2.17it/s]\nEpoch 0: |          | 6142/? [47:13<00:00,  2.17it/s]\nEpoch 0: |          | 6142/? [47:13<00:00,  2.17it/s]\nEpoch 0: |          | 6143/? [47:13<00:00,  2.17it/s]\nEpoch 0: |          | 6143/? [47:13<00:00,  2.17it/s]\nEpoch 0: |          | 6144/? [47:14<00:00,  2.17it/s]\nEpoch 0: |          | 6144/? [47:14<00:00,  2.17it/s]\nEpoch 0: |          | 6145/? [47:14<00:00,  2.17it/s]\nEpoch 0: |          | 6145/? [47:14<00:00,  2.17it/s]\nEpoch 0: |          | 6146/? [47:14<00:00,  2.17it/s]\nEpoch 0: |          | 6146/? [47:14<00:00,  2.17it/s]\nEpoch 0: |          | 6147/? [47:15<00:00,  2.17it/s]\nEpoch 0: |          | 6147/? [47:15<00:00,  2.17it/s]\nEpoch 0: |          | 6148/? [47:15<00:00,  2.17it/s]\nEpoch 0: |          | 6148/? [47:15<00:00,  2.17it/s]\nEpoch 0: |          | 6149/? [47:15<00:00,  2.17it/s]\nEpoch 0: |          | 6149/? [47:15<00:00,  2.17it/s]\nEpoch 0: |          | 6150/? [47:16<00:00,  2.17it/s]\nEpoch 0: |          | 6150/? [47:16<00:00,  2.17it/s]\nEpoch 0: |          | 6151/? [47:16<00:00,  2.17it/s]\nEpoch 0: |          | 6151/? [47:16<00:00,  2.17it/s]\nEpoch 0: |          | 6152/? [47:17<00:00,  2.17it/s]\nEpoch 0: |          | 6152/? [47:17<00:00,  2.17it/s]\nEpoch 0: |          | 6153/? [47:17<00:00,  2.17it/s]\nEpoch 0: |          | 6153/? [47:17<00:00,  2.17it/s]\nEpoch 0: |          | 6154/? [47:17<00:00,  2.17it/s]\nEpoch 0: |          | 6154/? [47:17<00:00,  2.17it/s]\nEpoch 0: |          | 6155/? [47:18<00:00,  2.17it/s]\nEpoch 0: |          | 6155/? [47:18<00:00,  2.17it/s]\nEpoch 0: |          | 6156/? [47:18<00:00,  2.17it/s]\nEpoch 0: |          | 6156/? [47:18<00:00,  2.17it/s]\nEpoch 0: |          | 6157/? [47:19<00:00,  2.17it/s]\nEpoch 0: |          | 6157/? [47:19<00:00,  2.17it/s]\nEpoch 0: |          | 6158/? [47:19<00:00,  2.17it/s]\nEpoch 0: |          | 6158/? [47:19<00:00,  2.17it/s]\nEpoch 0: |          | 6159/? [47:19<00:00,  2.17it/s]\nEpoch 0: |          | 6159/? [47:19<00:00,  2.17it/s]\nEpoch 0: |          | 6160/? [47:20<00:00,  2.17it/s]\nEpoch 0: |          | 6160/? [47:20<00:00,  2.17it/s]\nEpoch 0: |          | 6161/? [47:20<00:00,  2.17it/s]\nEpoch 0: |          | 6161/? [47:20<00:00,  2.17it/s]\nEpoch 0: |          | 6162/? [47:20<00:00,  2.17it/s]\nEpoch 0: |          | 6162/? [47:20<00:00,  2.17it/s]\nEpoch 0: |          | 6163/? [47:21<00:00,  2.17it/s]\nEpoch 0: |          | 6163/? [47:21<00:00,  2.17it/s]\nEpoch 0: |          | 6164/? [47:21<00:00,  2.17it/s]\nEpoch 0: |          | 6164/? [47:21<00:00,  2.17it/s]\nEpoch 0: |          | 6165/? [47:22<00:00,  2.17it/s]\nEpoch 0: |          | 6165/? [47:22<00:00,  2.17it/s]\nEpoch 0: |          | 6166/? [47:22<00:00,  2.17it/s]\nEpoch 0: |          | 6166/? [47:22<00:00,  2.17it/s]\nEpoch 0: |          | 6167/? [47:22<00:00,  2.17it/s]\nEpoch 0: |          | 6167/? [47:22<00:00,  2.17it/s]\nEpoch 0: |          | 6168/? [47:23<00:00,  2.17it/s]\nEpoch 0: |          | 6168/? [47:23<00:00,  2.17it/s]\nEpoch 0: |          | 6169/? [47:23<00:00,  2.17it/s]\nEpoch 0: |          | 6169/? [47:23<00:00,  2.17it/s]\nEpoch 0: |          | 6170/? [47:23<00:00,  2.17it/s]\nEpoch 0: |          | 6170/? [47:23<00:00,  2.17it/s]\nEpoch 0: |          | 6171/? [47:24<00:00,  2.17it/s]\nEpoch 0: |          | 6171/? [47:24<00:00,  2.17it/s]\nEpoch 0: |          | 6172/? [47:24<00:00,  2.17it/s]\nEpoch 0: |          | 6172/? [47:24<00:00,  2.17it/s]\nEpoch 0: |          | 6173/? [47:25<00:00,  2.17it/s]\nEpoch 0: |          | 6173/? [47:25<00:00,  2.17it/s]\nEpoch 0: |          | 6174/? [47:25<00:00,  2.17it/s]\nEpoch 0: |          | 6174/? [47:25<00:00,  2.17it/s]\nEpoch 0: |          | 6175/? [47:25<00:00,  2.17it/s]\nEpoch 0: |          | 6175/? [47:25<00:00,  2.17it/s]\nEpoch 0: |          | 6176/? [47:26<00:00,  2.17it/s]\nEpoch 0: |          | 6176/? [47:26<00:00,  2.17it/s]\nEpoch 0: |          | 6177/? [47:26<00:00,  2.17it/s]\nEpoch 0: |          | 6177/? [47:26<00:00,  2.17it/s]\nEpoch 0: |          | 6178/? [47:27<00:00,  2.17it/s]\nEpoch 0: |          | 6178/? [47:27<00:00,  2.17it/s]\nEpoch 0: |          | 6179/? [47:27<00:00,  2.17it/s]\nEpoch 0: |          | 6179/? [47:27<00:00,  2.17it/s]\nEpoch 0: |          | 6180/? [47:27<00:00,  2.17it/s]\nEpoch 0: |          | 6180/? [47:27<00:00,  2.17it/s]\nEpoch 0: |          | 6181/? [47:28<00:00,  2.17it/s]\nEpoch 0: |          | 6181/? [47:28<00:00,  2.17it/s]\nEpoch 0: |          | 6182/? [47:28<00:00,  2.17it/s]\nEpoch 0: |          | 6182/? [47:28<00:00,  2.17it/s]\nEpoch 0: |          | 6183/? [47:29<00:00,  2.17it/s]\nEpoch 0: |          | 6183/? [47:29<00:00,  2.17it/s]\nEpoch 0: |          | 6184/? [47:29<00:00,  2.17it/s]\nEpoch 0: |          | 6184/? [47:29<00:00,  2.17it/s]\nEpoch 0: |          | 6185/? [47:29<00:00,  2.17it/s]\nEpoch 0: |          | 6185/? [47:29<00:00,  2.17it/s]\nEpoch 0: |          | 6186/? [47:30<00:00,  2.17it/s]\nEpoch 0: |          | 6186/? [47:30<00:00,  2.17it/s]\nEpoch 0: |          | 6187/? [47:30<00:00,  2.17it/s]\nEpoch 0: |          | 6187/? [47:30<00:00,  2.17it/s]\nEpoch 0: |          | 6188/? [47:30<00:00,  2.17it/s]\nEpoch 0: |          | 6188/? [47:30<00:00,  2.17it/s]\nEpoch 0: |          | 6189/? [47:31<00:00,  2.17it/s]\nEpoch 0: |          | 6189/? [47:31<00:00,  2.17it/s]\nEpoch 0: |          | 6190/? [47:31<00:00,  2.17it/s]\nEpoch 0: |          | 6190/? [47:31<00:00,  2.17it/s]\nEpoch 0: |          | 6191/? [47:32<00:00,  2.17it/s]\nEpoch 0: |          | 6191/? [47:32<00:00,  2.17it/s]\nEpoch 0: |          | 6192/? [47:32<00:00,  2.17it/s]\nEpoch 0: |          | 6192/? [47:32<00:00,  2.17it/s]\nEpoch 0: |          | 6193/? [47:32<00:00,  2.17it/s]\nEpoch 0: |          | 6193/? [47:32<00:00,  2.17it/s]\nEpoch 0: |          | 6194/? [47:33<00:00,  2.17it/s]\nEpoch 0: |          | 6194/? [47:33<00:00,  2.17it/s]\nEpoch 0: |          | 6195/? [47:33<00:00,  2.17it/s]\nEpoch 0: |          | 6195/? [47:33<00:00,  2.17it/s]\nEpoch 0: |          | 6196/? [47:33<00:00,  2.17it/s]\nEpoch 0: |          | 6196/? [47:33<00:00,  2.17it/s]\nEpoch 0: |          | 6197/? [47:34<00:00,  2.17it/s]\nEpoch 0: |          | 6197/? [47:34<00:00,  2.17it/s]\nEpoch 0: |          | 6198/? [47:34<00:00,  2.17it/s]\nEpoch 0: |          | 6198/? [47:34<00:00,  2.17it/s]\nEpoch 0: |          | 6199/? [47:35<00:00,  2.17it/s]\nEpoch 0: |          | 6199/? [47:35<00:00,  2.17it/s]\nEpoch 0: |          | 6200/? [47:35<00:00,  2.17it/s]\nEpoch 0: |          | 6200/? [47:35<00:00,  2.17it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  9.87it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.35it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.29it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.15it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 6200/? [47:35<00:00,  2.17it/s]\nEpoch 0: |          | 6201/? [47:36<00:00,  2.17it/s]\nEpoch 0: |          | 6201/? [47:36<00:00,  2.17it/s]\nEpoch 0: |          | 6202/? [47:36<00:00,  2.17it/s]\nEpoch 0: |          | 6202/? [47:36<00:00,  2.17it/s]\nEpoch 0: |          | 6203/? [47:37<00:00,  2.17it/s]\nEpoch 0: |          | 6203/? [47:37<00:00,  2.17it/s]\nEpoch 0: |          | 6204/? [47:37<00:00,  2.17it/s]\nEpoch 0: |          | 6204/? [47:37<00:00,  2.17it/s]\nEpoch 0: |          | 6205/? [47:37<00:00,  2.17it/s]\nEpoch 0: |          | 6205/? [47:37<00:00,  2.17it/s]\nEpoch 0: |          | 6206/? [47:38<00:00,  2.17it/s]\nEpoch 0: |          | 6206/? [47:38<00:00,  2.17it/s]\nEpoch 0: |          | 6207/? [47:38<00:00,  2.17it/s]\nEpoch 0: |          | 6207/? [47:38<00:00,  2.17it/s]\nEpoch 0: |          | 6208/? [47:38<00:00,  2.17it/s]\nEpoch 0: |          | 6208/? [47:38<00:00,  2.17it/s]\nEpoch 0: |          | 6209/? [47:39<00:00,  2.17it/s]\nEpoch 0: |          | 6209/? [47:39<00:00,  2.17it/s]\nEpoch 0: |          | 6210/? [47:39<00:00,  2.17it/s]\nEpoch 0: |          | 6210/? [47:39<00:00,  2.17it/s]\nEpoch 0: |          | 6211/? [47:40<00:00,  2.17it/s]\nEpoch 0: |          | 6211/? [47:40<00:00,  2.17it/s]\nEpoch 0: |          | 6212/? [47:40<00:00,  2.17it/s]\nEpoch 0: |          | 6212/? [47:40<00:00,  2.17it/s]\nEpoch 0: |          | 6213/? [47:40<00:00,  2.17it/s]\nEpoch 0: |          | 6213/? [47:40<00:00,  2.17it/s]\nEpoch 0: |          | 6214/? [47:41<00:00,  2.17it/s]\nEpoch 0: |          | 6214/? [47:41<00:00,  2.17it/s]\nEpoch 0: |          | 6215/? [47:41<00:00,  2.17it/s]\nEpoch 0: |          | 6215/? [47:41<00:00,  2.17it/s]\nEpoch 0: |          | 6216/? [47:41<00:00,  2.17it/s]\nEpoch 0: |          | 6216/? [47:41<00:00,  2.17it/s]\nEpoch 0: |          | 6217/? [47:42<00:00,  2.17it/s]\nEpoch 0: |          | 6217/? [47:42<00:00,  2.17it/s]\nEpoch 0: |          | 6218/? [47:42<00:00,  2.17it/s]\nEpoch 0: |          | 6218/? [47:42<00:00,  2.17it/s]\nEpoch 0: |          | 6219/? [47:43<00:00,  2.17it/s]\nEpoch 0: |          | 6219/? [47:43<00:00,  2.17it/s]\nEpoch 0: |          | 6220/? [47:43<00:00,  2.17it/s]\nEpoch 0: |          | 6220/? [47:43<00:00,  2.17it/s]\nEpoch 0: |          | 6221/? [47:43<00:00,  2.17it/s]\nEpoch 0: |          | 6221/? [47:43<00:00,  2.17it/s]\nEpoch 0: |          | 6222/? [47:44<00:00,  2.17it/s]\nEpoch 0: |          | 6222/? [47:44<00:00,  2.17it/s]\nEpoch 0: |          | 6223/? [47:44<00:00,  2.17it/s]\nEpoch 0: |          | 6223/? [47:44<00:00,  2.17it/s]\nEpoch 0: |          | 6224/? [47:44<00:00,  2.17it/s]\nEpoch 0: |          | 6224/? [47:44<00:00,  2.17it/s]\nEpoch 0: |          | 6225/? [47:45<00:00,  2.17it/s]\nEpoch 0: |          | 6225/? [47:45<00:00,  2.17it/s]\nEpoch 0: |          | 6226/? [47:45<00:00,  2.17it/s]\nEpoch 0: |          | 6226/? [47:45<00:00,  2.17it/s]\nEpoch 0: |          | 6227/? [47:46<00:00,  2.17it/s]\nEpoch 0: |          | 6227/? [47:46<00:00,  2.17it/s]\nEpoch 0: |          | 6228/? [47:46<00:00,  2.17it/s]\nEpoch 0: |          | 6228/? [47:46<00:00,  2.17it/s]\nEpoch 0: |          | 6229/? [47:46<00:00,  2.17it/s]\nEpoch 0: |          | 6229/? [47:46<00:00,  2.17it/s]\nEpoch 0: |          | 6230/? [47:47<00:00,  2.17it/s]\nEpoch 0: |          | 6230/? [47:47<00:00,  2.17it/s]\nEpoch 0: |          | 6231/? [47:47<00:00,  2.17it/s]\nEpoch 0: |          | 6231/? [47:47<00:00,  2.17it/s]\nEpoch 0: |          | 6232/? [47:47<00:00,  2.17it/s]\nEpoch 0: |          | 6232/? [47:47<00:00,  2.17it/s]\nEpoch 0: |          | 6233/? [47:48<00:00,  2.17it/s]\nEpoch 0: |          | 6233/? [47:48<00:00,  2.17it/s]\nEpoch 0: |          | 6234/? [47:48<00:00,  2.17it/s]\nEpoch 0: |          | 6234/? [47:48<00:00,  2.17it/s]\nEpoch 0: |          | 6235/? [47:49<00:00,  2.17it/s]\nEpoch 0: |          | 6235/? [47:49<00:00,  2.17it/s]\nEpoch 0: |          | 6236/? [47:49<00:00,  2.17it/s]\nEpoch 0: |          | 6236/? [47:49<00:00,  2.17it/s]\nEpoch 0: |          | 6237/? [47:49<00:00,  2.17it/s]\nEpoch 0: |          | 6237/? [47:49<00:00,  2.17it/s]\nEpoch 0: |          | 6238/? [47:50<00:00,  2.17it/s]\nEpoch 0: |          | 6238/? [47:50<00:00,  2.17it/s]\nEpoch 0: |          | 6239/? [47:50<00:00,  2.17it/s]\nEpoch 0: |          | 6239/? [47:50<00:00,  2.17it/s]\nEpoch 0: |          | 6240/? [47:50<00:00,  2.17it/s]\nEpoch 0: |          | 6240/? [47:50<00:00,  2.17it/s]\nEpoch 0: |          | 6241/? [47:51<00:00,  2.17it/s]\nEpoch 0: |          | 6241/? [47:51<00:00,  2.17it/s]\nEpoch 0: |          | 6242/? [47:51<00:00,  2.17it/s]\nEpoch 0: |          | 6242/? [47:51<00:00,  2.17it/s]\nEpoch 0: |          | 6243/? [47:51<00:00,  2.17it/s]\nEpoch 0: |          | 6243/? [47:51<00:00,  2.17it/s]\nEpoch 0: |          | 6244/? [47:52<00:00,  2.17it/s]\nEpoch 0: |          | 6244/? [47:52<00:00,  2.17it/s]\nEpoch 0: |          | 6245/? [47:52<00:00,  2.17it/s]\nEpoch 0: |          | 6245/? [47:52<00:00,  2.17it/s]\nEpoch 0: |          | 6246/? [47:53<00:00,  2.17it/s]\nEpoch 0: |          | 6246/? [47:53<00:00,  2.17it/s]\nEpoch 0: |          | 6247/? [47:53<00:00,  2.17it/s]\nEpoch 0: |          | 6247/? [47:53<00:00,  2.17it/s]\nEpoch 0: |          | 6248/? [47:53<00:00,  2.17it/s]\nEpoch 0: |          | 6248/? [47:53<00:00,  2.17it/s]\nEpoch 0: |          | 6249/? [47:54<00:00,  2.17it/s]\nEpoch 0: |          | 6249/? [47:54<00:00,  2.17it/s]\nEpoch 0: |          | 6250/? [47:54<00:00,  2.17it/s]\nEpoch 0: |          | 6250/? [47:54<00:00,  2.17it/s]\nEpoch 0: |          | 6251/? [47:54<00:00,  2.17it/s]\nEpoch 0: |          | 6251/? [47:54<00:00,  2.17it/s]\nEpoch 0: |          | 6252/? [47:55<00:00,  2.17it/s]\nEpoch 0: |          | 6252/? [47:55<00:00,  2.17it/s]\nEpoch 0: |          | 6253/? [47:55<00:00,  2.17it/s]\nEpoch 0: |          | 6253/? [47:55<00:00,  2.17it/s]\nEpoch 0: |          | 6254/? [47:56<00:00,  2.17it/s]\nEpoch 0: |          | 6254/? [47:56<00:00,  2.17it/s]\nEpoch 0: |          | 6255/? [47:56<00:00,  2.17it/s]\nEpoch 0: |          | 6255/? [47:56<00:00,  2.17it/s]\nEpoch 0: |          | 6256/? [47:56<00:00,  2.17it/s]\nEpoch 0: |          | 6256/? [47:56<00:00,  2.17it/s]\nEpoch 0: |          | 6257/? [47:57<00:00,  2.17it/s]\nEpoch 0: |          | 6257/? [47:57<00:00,  2.17it/s]\nEpoch 0: |          | 6258/? [47:57<00:00,  2.17it/s]\nEpoch 0: |          | 6258/? [47:57<00:00,  2.17it/s]\nEpoch 0: |          | 6259/? [47:57<00:00,  2.17it/s]\nEpoch 0: |          | 6259/? [47:57<00:00,  2.17it/s]\nEpoch 0: |          | 6260/? [47:58<00:00,  2.17it/s]\nEpoch 0: |          | 6260/? [47:58<00:00,  2.17it/s]\nEpoch 0: |          | 6261/? [47:58<00:00,  2.18it/s]\nEpoch 0: |          | 6261/? [47:58<00:00,  2.18it/s]\nEpoch 0: |          | 6262/? [47:58<00:00,  2.18it/s]\nEpoch 0: |          | 6262/? [47:58<00:00,  2.18it/s]\nEpoch 0: |          | 6263/? [47:59<00:00,  2.18it/s]\nEpoch 0: |          | 6263/? [47:59<00:00,  2.18it/s]\nEpoch 0: |          | 6264/? [47:59<00:00,  2.18it/s]\nEpoch 0: |          | 6264/? [47:59<00:00,  2.18it/s]\nEpoch 0: |          | 6265/? [48:00<00:00,  2.18it/s]\nEpoch 0: |          | 6265/? [48:00<00:00,  2.18it/s]\nEpoch 0: |          | 6266/? [48:00<00:00,  2.18it/s]\nEpoch 0: |          | 6266/? [48:00<00:00,  2.18it/s]\nEpoch 0: |          | 6267/? [48:00<00:00,  2.18it/s]\nEpoch 0: |          | 6267/? [48:00<00:00,  2.18it/s]\nEpoch 0: |          | 6268/? [48:01<00:00,  2.18it/s]\nEpoch 0: |          | 6268/? [48:01<00:00,  2.18it/s]\nEpoch 0: |          | 6269/? [48:01<00:00,  2.18it/s]\nEpoch 0: |          | 6269/? [48:01<00:00,  2.18it/s]\nEpoch 0: |          | 6270/? [48:01<00:00,  2.18it/s]\nEpoch 0: |          | 6270/? [48:01<00:00,  2.18it/s]\nEpoch 0: |          | 6271/? [48:02<00:00,  2.18it/s]\nEpoch 0: |          | 6271/? [48:02<00:00,  2.18it/s]\nEpoch 0: |          | 6272/? [48:02<00:00,  2.18it/s]\nEpoch 0: |          | 6272/? [48:02<00:00,  2.18it/s]\nEpoch 0: |          | 6273/? [48:03<00:00,  2.18it/s]\nEpoch 0: |          | 6273/? [48:03<00:00,  2.18it/s]\nEpoch 0: |          | 6274/? [48:03<00:00,  2.18it/s]\nEpoch 0: |          | 6274/? [48:03<00:00,  2.18it/s]\nEpoch 0: |          | 6275/? [48:03<00:00,  2.18it/s]\nEpoch 0: |          | 6275/? [48:03<00:00,  2.18it/s]\nEpoch 0: |          | 6276/? [48:04<00:00,  2.18it/s]\nEpoch 0: |          | 6276/? [48:04<00:00,  2.18it/s]\nEpoch 0: |          | 6277/? [48:04<00:00,  2.18it/s]\nEpoch 0: |          | 6277/? [48:04<00:00,  2.18it/s]\nEpoch 0: |          | 6278/? [48:04<00:00,  2.18it/s]\nEpoch 0: |          | 6278/? [48:04<00:00,  2.18it/s]\nEpoch 0: |          | 6279/? [48:05<00:00,  2.18it/s]\nEpoch 0: |          | 6279/? [48:05<00:00,  2.18it/s]\nEpoch 0: |          | 6280/? [48:05<00:00,  2.18it/s]\nEpoch 0: |          | 6280/? [48:05<00:00,  2.18it/s]\nEpoch 0: |          | 6281/? [48:05<00:00,  2.18it/s]\nEpoch 0: |          | 6281/? [48:05<00:00,  2.18it/s]\nEpoch 0: |          | 6282/? [48:06<00:00,  2.18it/s]\nEpoch 0: |          | 6282/? [48:06<00:00,  2.18it/s]\nEpoch 0: |          | 6283/? [48:06<00:00,  2.18it/s]\nEpoch 0: |          | 6283/? [48:06<00:00,  2.18it/s]\nEpoch 0: |          | 6284/? [48:07<00:00,  2.18it/s]\nEpoch 0: |          | 6284/? [48:07<00:00,  2.18it/s]\nEpoch 0: |          | 6285/? [48:07<00:00,  2.18it/s]\nEpoch 0: |          | 6285/? [48:07<00:00,  2.18it/s]\nEpoch 0: |          | 6286/? [48:07<00:00,  2.18it/s]\nEpoch 0: |          | 6286/? [48:07<00:00,  2.18it/s]\nEpoch 0: |          | 6287/? [48:08<00:00,  2.18it/s]\nEpoch 0: |          | 6287/? [48:08<00:00,  2.18it/s]\nEpoch 0: |          | 6288/? [48:08<00:00,  2.18it/s]\nEpoch 0: |          | 6288/? [48:08<00:00,  2.18it/s]\nEpoch 0: |          | 6289/? [48:08<00:00,  2.18it/s]\nEpoch 0: |          | 6289/? [48:08<00:00,  2.18it/s]\nEpoch 0: |          | 6290/? [48:09<00:00,  2.18it/s]\nEpoch 0: |          | 6290/? [48:09<00:00,  2.18it/s]\nEpoch 0: |          | 6291/? [48:09<00:00,  2.18it/s]\nEpoch 0: |          | 6291/? [48:09<00:00,  2.18it/s]\nEpoch 0: |          | 6292/? [48:10<00:00,  2.18it/s]\nEpoch 0: |          | 6292/? [48:10<00:00,  2.18it/s]\nEpoch 0: |          | 6293/? [48:10<00:00,  2.18it/s]\nEpoch 0: |          | 6293/? [48:10<00:00,  2.18it/s]\nEpoch 0: |          | 6294/? [48:10<00:00,  2.18it/s]\nEpoch 0: |          | 6294/? [48:10<00:00,  2.18it/s]\nEpoch 0: |          | 6295/? [48:11<00:00,  2.18it/s]\nEpoch 0: |          | 6295/? [48:11<00:00,  2.18it/s]\nEpoch 0: |          | 6296/? [48:11<00:00,  2.18it/s]\nEpoch 0: |          | 6296/? [48:11<00:00,  2.18it/s]\nEpoch 0: |          | 6297/? [48:12<00:00,  2.18it/s]\nEpoch 0: |          | 6297/? [48:12<00:00,  2.18it/s]\nEpoch 0: |          | 6298/? [48:12<00:00,  2.18it/s]\nEpoch 0: |          | 6298/? [48:12<00:00,  2.18it/s]\nEpoch 0: |          | 6299/? [48:12<00:00,  2.18it/s]\nEpoch 0: |          | 6299/? [48:12<00:00,  2.18it/s]\nEpoch 0: |          | 6300/? [48:13<00:00,  2.18it/s]\nEpoch 0: |          | 6300/? [48:13<00:00,  2.18it/s]\nEpoch 0: |          | 6301/? [48:13<00:00,  2.18it/s]\nEpoch 0: |          | 6301/? [48:13<00:00,  2.18it/s]\nEpoch 0: |          | 6302/? [48:13<00:00,  2.18it/s]\nEpoch 0: |          | 6302/? [48:13<00:00,  2.18it/s]\nEpoch 0: |          | 6303/? [48:14<00:00,  2.18it/s]\nEpoch 0: |          | 6303/? [48:14<00:00,  2.18it/s]\nEpoch 0: |          | 6304/? [48:14<00:00,  2.18it/s]\nEpoch 0: |          | 6304/? [48:14<00:00,  2.18it/s]\nEpoch 0: |          | 6305/? [48:15<00:00,  2.18it/s]\nEpoch 0: |          | 6305/? [48:15<00:00,  2.18it/s]\nEpoch 0: |          | 6306/? [48:15<00:00,  2.18it/s]\nEpoch 0: |          | 6306/? [48:15<00:00,  2.18it/s]\nEpoch 0: |          | 6307/? [48:15<00:00,  2.18it/s]\nEpoch 0: |          | 6307/? [48:15<00:00,  2.18it/s]\nEpoch 0: |          | 6308/? [48:16<00:00,  2.18it/s]\nEpoch 0: |          | 6308/? [48:16<00:00,  2.18it/s]\nEpoch 0: |          | 6309/? [48:16<00:00,  2.18it/s]\nEpoch 0: |          | 6309/? [48:16<00:00,  2.18it/s]\nEpoch 0: |          | 6310/? [48:16<00:00,  2.18it/s]\nEpoch 0: |          | 6310/? [48:16<00:00,  2.18it/s]\nEpoch 0: |          | 6311/? [48:17<00:00,  2.18it/s]\nEpoch 0: |          | 6311/? [48:17<00:00,  2.18it/s]\nEpoch 0: |          | 6312/? [48:17<00:00,  2.18it/s]\nEpoch 0: |          | 6312/? [48:17<00:00,  2.18it/s]\nEpoch 0: |          | 6313/? [48:18<00:00,  2.18it/s]\nEpoch 0: |          | 6313/? [48:18<00:00,  2.18it/s]\nEpoch 0: |          | 6314/? [48:18<00:00,  2.18it/s]\nEpoch 0: |          | 6314/? [48:18<00:00,  2.18it/s]\nEpoch 0: |          | 6315/? [48:18<00:00,  2.18it/s]\nEpoch 0: |          | 6315/? [48:18<00:00,  2.18it/s]\nEpoch 0: |          | 6316/? [48:19<00:00,  2.18it/s]\nEpoch 0: |          | 6316/? [48:19<00:00,  2.18it/s]\nEpoch 0: |          | 6317/? [48:19<00:00,  2.18it/s]\nEpoch 0: |          | 6317/? [48:19<00:00,  2.18it/s]\nEpoch 0: |          | 6318/? [48:19<00:00,  2.18it/s]\nEpoch 0: |          | 6318/? [48:19<00:00,  2.18it/s]\nEpoch 0: |          | 6319/? [48:20<00:00,  2.18it/s]\nEpoch 0: |          | 6319/? [48:20<00:00,  2.18it/s]\nEpoch 0: |          | 6320/? [48:20<00:00,  2.18it/s]\nEpoch 0: |          | 6320/? [48:20<00:00,  2.18it/s]\nEpoch 0: |          | 6321/? [48:21<00:00,  2.18it/s]\nEpoch 0: |          | 6321/? [48:21<00:00,  2.18it/s]\nEpoch 0: |          | 6322/? [48:21<00:00,  2.18it/s]\nEpoch 0: |          | 6322/? [48:21<00:00,  2.18it/s]\nEpoch 0: |          | 6323/? [48:21<00:00,  2.18it/s]\nEpoch 0: |          | 6323/? [48:21<00:00,  2.18it/s]\nEpoch 0: |          | 6324/? [48:22<00:00,  2.18it/s]\nEpoch 0: |          | 6324/? [48:22<00:00,  2.18it/s]\nEpoch 0: |          | 6325/? [48:22<00:00,  2.18it/s]\nEpoch 0: |          | 6325/? [48:22<00:00,  2.18it/s]\nEpoch 0: |          | 6326/? [48:22<00:00,  2.18it/s]\nEpoch 0: |          | 6326/? [48:22<00:00,  2.18it/s]\nEpoch 0: |          | 6327/? [48:23<00:00,  2.18it/s]\nEpoch 0: |          | 6327/? [48:23<00:00,  2.18it/s]\nEpoch 0: |          | 6328/? [48:23<00:00,  2.18it/s]\nEpoch 0: |          | 6328/? [48:23<00:00,  2.18it/s]\nEpoch 0: |          | 6329/? [48:24<00:00,  2.18it/s]\nEpoch 0: |          | 6329/? [48:24<00:00,  2.18it/s]\nEpoch 0: |          | 6330/? [48:24<00:00,  2.18it/s]\nEpoch 0: |          | 6330/? [48:24<00:00,  2.18it/s]\nEpoch 0: |          | 6331/? [48:24<00:00,  2.18it/s]\nEpoch 0: |          | 6331/? [48:24<00:00,  2.18it/s]\nEpoch 0: |          | 6332/? [48:25<00:00,  2.18it/s]\nEpoch 0: |          | 6332/? [48:25<00:00,  2.18it/s]\nEpoch 0: |          | 6333/? [48:25<00:00,  2.18it/s]\nEpoch 0: |          | 6333/? [48:25<00:00,  2.18it/s]\nEpoch 0: |          | 6334/? [48:25<00:00,  2.18it/s]\nEpoch 0: |          | 6334/? [48:25<00:00,  2.18it/s]\nEpoch 0: |          | 6335/? [48:26<00:00,  2.18it/s]\nEpoch 0: |          | 6335/? [48:26<00:00,  2.18it/s]\nEpoch 0: |          | 6336/? [48:26<00:00,  2.18it/s]\nEpoch 0: |          | 6336/? [48:26<00:00,  2.18it/s]\nEpoch 0: |          | 6337/? [48:27<00:00,  2.18it/s]\nEpoch 0: |          | 6337/? [48:27<00:00,  2.18it/s]\nEpoch 0: |          | 6338/? [48:27<00:00,  2.18it/s]\nEpoch 0: |          | 6338/? [48:27<00:00,  2.18it/s]\nEpoch 0: |          | 6339/? [48:27<00:00,  2.18it/s]\nEpoch 0: |          | 6339/? [48:27<00:00,  2.18it/s]\nEpoch 0: |          | 6340/? [48:28<00:00,  2.18it/s]\nEpoch 0: |          | 6340/? [48:28<00:00,  2.18it/s]\nEpoch 0: |          | 6341/? [48:28<00:00,  2.18it/s]\nEpoch 0: |          | 6341/? [48:28<00:00,  2.18it/s]\nEpoch 0: |          | 6342/? [48:28<00:00,  2.18it/s]\nEpoch 0: |          | 6342/? [48:28<00:00,  2.18it/s]\nEpoch 0: |          | 6343/? [48:29<00:00,  2.18it/s]\nEpoch 0: |          | 6343/? [48:29<00:00,  2.18it/s]\nEpoch 0: |          | 6344/? [48:29<00:00,  2.18it/s]\nEpoch 0: |          | 6344/? [48:29<00:00,  2.18it/s]\nEpoch 0: |          | 6345/? [48:30<00:00,  2.18it/s]\nEpoch 0: |          | 6345/? [48:30<00:00,  2.18it/s]\nEpoch 0: |          | 6346/? [48:30<00:00,  2.18it/s]\nEpoch 0: |          | 6346/? [48:30<00:00,  2.18it/s]\nEpoch 0: |          | 6347/? [48:30<00:00,  2.18it/s]\nEpoch 0: |          | 6347/? [48:30<00:00,  2.18it/s]\nEpoch 0: |          | 6348/? [48:31<00:00,  2.18it/s]\nEpoch 0: |          | 6348/? [48:31<00:00,  2.18it/s]\nEpoch 0: |          | 6349/? [48:31<00:00,  2.18it/s]\nEpoch 0: |          | 6349/? [48:31<00:00,  2.18it/s]\nEpoch 0: |          | 6350/? [48:31<00:00,  2.18it/s]\nEpoch 0: |          | 6350/? [48:31<00:00,  2.18it/s]\nEpoch 0: |          | 6351/? [48:32<00:00,  2.18it/s]\nEpoch 0: |          | 6351/? [48:32<00:00,  2.18it/s]\nEpoch 0: |          | 6352/? [48:32<00:00,  2.18it/s]\nEpoch 0: |          | 6352/? [48:32<00:00,  2.18it/s]\nEpoch 0: |          | 6353/? [48:33<00:00,  2.18it/s]\nEpoch 0: |          | 6353/? [48:33<00:00,  2.18it/s]\nEpoch 0: |          | 6354/? [48:33<00:00,  2.18it/s]\nEpoch 0: |          | 6354/? [48:33<00:00,  2.18it/s]\nEpoch 0: |          | 6355/? [48:33<00:00,  2.18it/s]\nEpoch 0: |          | 6355/? [48:33<00:00,  2.18it/s]\nEpoch 0: |          | 6356/? [48:34<00:00,  2.18it/s]\nEpoch 0: |          | 6356/? [48:34<00:00,  2.18it/s]\nEpoch 0: |          | 6357/? [48:34<00:00,  2.18it/s]\nEpoch 0: |          | 6357/? [48:34<00:00,  2.18it/s]\nEpoch 0: |          | 6358/? [48:34<00:00,  2.18it/s]\nEpoch 0: |          | 6358/? [48:34<00:00,  2.18it/s]\nEpoch 0: |          | 6359/? [48:35<00:00,  2.18it/s]\nEpoch 0: |          | 6359/? [48:35<00:00,  2.18it/s]\nEpoch 0: |          | 6360/? [48:35<00:00,  2.18it/s]\nEpoch 0: |          | 6360/? [48:35<00:00,  2.18it/s]\nEpoch 0: |          | 6361/? [48:36<00:00,  2.18it/s]\nEpoch 0: |          | 6361/? [48:36<00:00,  2.18it/s]\nEpoch 0: |          | 6362/? [48:36<00:00,  2.18it/s]\nEpoch 0: |          | 6362/? [48:36<00:00,  2.18it/s]\nEpoch 0: |          | 6363/? [48:36<00:00,  2.18it/s]\nEpoch 0: |          | 6363/? [48:36<00:00,  2.18it/s]\nEpoch 0: |          | 6364/? [48:37<00:00,  2.18it/s]\nEpoch 0: |          | 6364/? [48:37<00:00,  2.18it/s]\nEpoch 0: |          | 6365/? [48:37<00:00,  2.18it/s]\nEpoch 0: |          | 6365/? [48:37<00:00,  2.18it/s]\nEpoch 0: |          | 6366/? [48:37<00:00,  2.18it/s]\nEpoch 0: |          | 6366/? [48:37<00:00,  2.18it/s]\nEpoch 0: |          | 6367/? [48:38<00:00,  2.18it/s]\nEpoch 0: |          | 6367/? [48:38<00:00,  2.18it/s]\nEpoch 0: |          | 6368/? [48:38<00:00,  2.18it/s]\nEpoch 0: |          | 6368/? [48:38<00:00,  2.18it/s]\nEpoch 0: |          | 6369/? [48:39<00:00,  2.18it/s]\nEpoch 0: |          | 6369/? [48:39<00:00,  2.18it/s]\nEpoch 0: |          | 6370/? [48:39<00:00,  2.18it/s]\nEpoch 0: |          | 6370/? [48:39<00:00,  2.18it/s]\nEpoch 0: |          | 6371/? [48:39<00:00,  2.18it/s]\nEpoch 0: |          | 6371/? [48:39<00:00,  2.18it/s]\nEpoch 0: |          | 6372/? [48:40<00:00,  2.18it/s]\nEpoch 0: |          | 6372/? [48:40<00:00,  2.18it/s]\nEpoch 0: |          | 6373/? [48:40<00:00,  2.18it/s]\nEpoch 0: |          | 6373/? [48:40<00:00,  2.18it/s]\nEpoch 0: |          | 6374/? [48:40<00:00,  2.18it/s]\nEpoch 0: |          | 6374/? [48:40<00:00,  2.18it/s]\nEpoch 0: |          | 6375/? [48:41<00:00,  2.18it/s]\nEpoch 0: |          | 6375/? [48:41<00:00,  2.18it/s]\nEpoch 0: |          | 6376/? [48:41<00:00,  2.18it/s]\nEpoch 0: |          | 6376/? [48:41<00:00,  2.18it/s]\nEpoch 0: |          | 6377/? [48:42<00:00,  2.18it/s]\nEpoch 0: |          | 6377/? [48:42<00:00,  2.18it/s]\nEpoch 0: |          | 6378/? [48:42<00:00,  2.18it/s]\nEpoch 0: |          | 6378/? [48:42<00:00,  2.18it/s]\nEpoch 0: |          | 6379/? [48:42<00:00,  2.18it/s]\nEpoch 0: |          | 6379/? [48:42<00:00,  2.18it/s]\nEpoch 0: |          | 6380/? [48:43<00:00,  2.18it/s]\nEpoch 0: |          | 6380/? [48:43<00:00,  2.18it/s]\nEpoch 0: |          | 6381/? [48:43<00:00,  2.18it/s]\nEpoch 0: |          | 6381/? [48:43<00:00,  2.18it/s]\nEpoch 0: |          | 6382/? [48:43<00:00,  2.18it/s]\nEpoch 0: |          | 6382/? [48:43<00:00,  2.18it/s]\nEpoch 0: |          | 6383/? [48:44<00:00,  2.18it/s]\nEpoch 0: |          | 6383/? [48:44<00:00,  2.18it/s]\nEpoch 0: |          | 6384/? [48:44<00:00,  2.18it/s]\nEpoch 0: |          | 6384/? [48:44<00:00,  2.18it/s]\nEpoch 0: |          | 6385/? [48:45<00:00,  2.18it/s]\nEpoch 0: |          | 6385/? [48:45<00:00,  2.18it/s]\nEpoch 0: |          | 6386/? [48:45<00:00,  2.18it/s]\nEpoch 0: |          | 6386/? [48:45<00:00,  2.18it/s]\nEpoch 0: |          | 6387/? [48:45<00:00,  2.18it/s]\nEpoch 0: |          | 6387/? [48:45<00:00,  2.18it/s]\nEpoch 0: |          | 6388/? [48:46<00:00,  2.18it/s]\nEpoch 0: |          | 6388/? [48:46<00:00,  2.18it/s]\nEpoch 0: |          | 6389/? [48:46<00:00,  2.18it/s]\nEpoch 0: |          | 6389/? [48:46<00:00,  2.18it/s]\nEpoch 0: |          | 6390/? [48:46<00:00,  2.18it/s]\nEpoch 0: |          | 6390/? [48:46<00:00,  2.18it/s]\nEpoch 0: |          | 6391/? [48:47<00:00,  2.18it/s]\nEpoch 0: |          | 6391/? [48:47<00:00,  2.18it/s]\nEpoch 0: |          | 6392/? [48:47<00:00,  2.18it/s]\nEpoch 0: |          | 6392/? [48:47<00:00,  2.18it/s]\nEpoch 0: |          | 6393/? [48:47<00:00,  2.18it/s]\nEpoch 0: |          | 6393/? [48:47<00:00,  2.18it/s]\nEpoch 0: |          | 6394/? [48:48<00:00,  2.18it/s]\nEpoch 0: |          | 6394/? [48:48<00:00,  2.18it/s]\nEpoch 0: |          | 6395/? [48:48<00:00,  2.18it/s]\nEpoch 0: |          | 6395/? [48:48<00:00,  2.18it/s]\nEpoch 0: |          | 6396/? [48:49<00:00,  2.18it/s]\nEpoch 0: |          | 6396/? [48:49<00:00,  2.18it/s]\nEpoch 0: |          | 6397/? [48:49<00:00,  2.18it/s]\nEpoch 0: |          | 6397/? [48:49<00:00,  2.18it/s]\nEpoch 0: |          | 6398/? [48:49<00:00,  2.18it/s]\nEpoch 0: |          | 6398/? [48:49<00:00,  2.18it/s]\nEpoch 0: |          | 6399/? [48:50<00:00,  2.18it/s]\nEpoch 0: |          | 6399/? [48:50<00:00,  2.18it/s]\nEpoch 0: |          | 6400/? [48:50<00:00,  2.18it/s]\nEpoch 0: |          | 6400/? [48:50<00:00,  2.18it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  9.92it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.38it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.39it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.28it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 6400/? [48:51<00:00,  2.18it/s]\nEpoch 0: |          | 6401/? [48:51<00:00,  2.18it/s]\nEpoch 0: |          | 6401/? [48:51<00:00,  2.18it/s]\nEpoch 0: |          | 6402/? [48:51<00:00,  2.18it/s]\nEpoch 0: |          | 6402/? [48:51<00:00,  2.18it/s]\nEpoch 0: |          | 6403/? [48:52<00:00,  2.18it/s]\nEpoch 0: |          | 6403/? [48:52<00:00,  2.18it/s]\nEpoch 0: |          | 6404/? [48:52<00:00,  2.18it/s]\nEpoch 0: |          | 6404/? [48:52<00:00,  2.18it/s]\nEpoch 0: |          | 6405/? [48:52<00:00,  2.18it/s]\nEpoch 0: |          | 6405/? [48:52<00:00,  2.18it/s]\nEpoch 0: |          | 6406/? [48:53<00:00,  2.18it/s]\nEpoch 0: |          | 6406/? [48:53<00:00,  2.18it/s]\nEpoch 0: |          | 6407/? [48:53<00:00,  2.18it/s]\nEpoch 0: |          | 6407/? [48:53<00:00,  2.18it/s]\nEpoch 0: |          | 6408/? [48:54<00:00,  2.18it/s]\nEpoch 0: |          | 6408/? [48:54<00:00,  2.18it/s]\nEpoch 0: |          | 6409/? [48:54<00:00,  2.18it/s]\nEpoch 0: |          | 6409/? [48:54<00:00,  2.18it/s]\nEpoch 0: |          | 6410/? [48:54<00:00,  2.18it/s]\nEpoch 0: |          | 6410/? [48:54<00:00,  2.18it/s]\nEpoch 0: |          | 6411/? [48:55<00:00,  2.18it/s]\nEpoch 0: |          | 6411/? [48:55<00:00,  2.18it/s]\nEpoch 0: |          | 6412/? [48:55<00:00,  2.18it/s]\nEpoch 0: |          | 6412/? [48:55<00:00,  2.18it/s]\nEpoch 0: |          | 6413/? [48:56<00:00,  2.18it/s]\nEpoch 0: |          | 6413/? [48:56<00:00,  2.18it/s]\nEpoch 0: |          | 6414/? [48:56<00:00,  2.18it/s]\nEpoch 0: |          | 6414/? [48:56<00:00,  2.18it/s]\nEpoch 0: |          | 6415/? [48:56<00:00,  2.18it/s]\nEpoch 0: |          | 6415/? [48:56<00:00,  2.18it/s]\nEpoch 0: |          | 6416/? [48:57<00:00,  2.18it/s]\nEpoch 0: |          | 6416/? [48:57<00:00,  2.18it/s]\nEpoch 0: |          | 6417/? [48:57<00:00,  2.18it/s]\nEpoch 0: |          | 6417/? [48:57<00:00,  2.18it/s]\nEpoch 0: |          | 6418/? [48:57<00:00,  2.18it/s]\nEpoch 0: |          | 6418/? [48:57<00:00,  2.18it/s]\nEpoch 0: |          | 6419/? [48:58<00:00,  2.18it/s]\nEpoch 0: |          | 6419/? [48:58<00:00,  2.18it/s]\nEpoch 0: |          | 6420/? [48:58<00:00,  2.18it/s]\nEpoch 0: |          | 6420/? [48:58<00:00,  2.18it/s]\nEpoch 0: |          | 6421/? [48:59<00:00,  2.18it/s]\nEpoch 0: |          | 6421/? [48:59<00:00,  2.18it/s]\nEpoch 0: |          | 6422/? [48:59<00:00,  2.18it/s]\nEpoch 0: |          | 6422/? [48:59<00:00,  2.18it/s]\nEpoch 0: |          | 6423/? [48:59<00:00,  2.18it/s]\nEpoch 0: |          | 6423/? [48:59<00:00,  2.18it/s]\nEpoch 0: |          | 6424/? [49:00<00:00,  2.18it/s]\nEpoch 0: |          | 6424/? [49:00<00:00,  2.18it/s]\nEpoch 0: |          | 6425/? [49:00<00:00,  2.18it/s]\nEpoch 0: |          | 6425/? [49:00<00:00,  2.18it/s]\nEpoch 0: |          | 6426/? [49:00<00:00,  2.19it/s]\nEpoch 0: |          | 6426/? [49:00<00:00,  2.19it/s]\nEpoch 0: |          | 6427/? [49:01<00:00,  2.19it/s]\nEpoch 0: |          | 6427/? [49:01<00:00,  2.19it/s]\nEpoch 0: |          | 6428/? [49:01<00:00,  2.19it/s]\nEpoch 0: |          | 6428/? [49:01<00:00,  2.19it/s]\nEpoch 0: |          | 6429/? [49:02<00:00,  2.19it/s]\nEpoch 0: |          | 6429/? [49:02<00:00,  2.19it/s]\nEpoch 0: |          | 6430/? [49:02<00:00,  2.19it/s]\nEpoch 0: |          | 6430/? [49:02<00:00,  2.19it/s]\nEpoch 0: |          | 6431/? [49:02<00:00,  2.19it/s]\nEpoch 0: |          | 6431/? [49:02<00:00,  2.19it/s]\nEpoch 0: |          | 6432/? [49:03<00:00,  2.19it/s]\nEpoch 0: |          | 6432/? [49:03<00:00,  2.19it/s]\nEpoch 0: |          | 6433/? [49:03<00:00,  2.19it/s]\nEpoch 0: |          | 6433/? [49:03<00:00,  2.19it/s]\nEpoch 0: |          | 6434/? [49:04<00:00,  2.19it/s]\nEpoch 0: |          | 6434/? [49:04<00:00,  2.19it/s]\nEpoch 0: |          | 6435/? [49:04<00:00,  2.19it/s]\nEpoch 0: |          | 6435/? [49:04<00:00,  2.19it/s]\nEpoch 0: |          | 6436/? [49:04<00:00,  2.19it/s]\nEpoch 0: |          | 6436/? [49:04<00:00,  2.19it/s]\nEpoch 0: |          | 6437/? [49:05<00:00,  2.19it/s]\nEpoch 0: |          | 6437/? [49:05<00:00,  2.19it/s]\nEpoch 0: |          | 6438/? [49:05<00:00,  2.19it/s]\nEpoch 0: |          | 6438/? [49:05<00:00,  2.19it/s]\nEpoch 0: |          | 6439/? [49:05<00:00,  2.19it/s]\nEpoch 0: |          | 6439/? [49:05<00:00,  2.19it/s]\nEpoch 0: |          | 6440/? [49:06<00:00,  2.19it/s]\nEpoch 0: |          | 6440/? [49:06<00:00,  2.19it/s]\nEpoch 0: |          | 6441/? [49:06<00:00,  2.19it/s]\nEpoch 0: |          | 6441/? [49:06<00:00,  2.19it/s]\nEpoch 0: |          | 6442/? [49:07<00:00,  2.19it/s]\nEpoch 0: |          | 6442/? [49:07<00:00,  2.19it/s]\nEpoch 0: |          | 6443/? [49:07<00:00,  2.19it/s]\nEpoch 0: |          | 6443/? [49:07<00:00,  2.19it/s]\nEpoch 0: |          | 6444/? [49:07<00:00,  2.19it/s]\nEpoch 0: |          | 6444/? [49:07<00:00,  2.19it/s]\nEpoch 0: |          | 6445/? [49:08<00:00,  2.19it/s]\nEpoch 0: |          | 6445/? [49:08<00:00,  2.19it/s]\nEpoch 0: |          | 6446/? [49:08<00:00,  2.19it/s]\nEpoch 0: |          | 6446/? [49:08<00:00,  2.19it/s]\nEpoch 0: |          | 6447/? [49:08<00:00,  2.19it/s]\nEpoch 0: |          | 6447/? [49:08<00:00,  2.19it/s]\nEpoch 0: |          | 6448/? [49:09<00:00,  2.19it/s]\nEpoch 0: |          | 6448/? [49:09<00:00,  2.19it/s]\nEpoch 0: |          | 6449/? [49:09<00:00,  2.19it/s]\nEpoch 0: |          | 6449/? [49:09<00:00,  2.19it/s]\nEpoch 0: |          | 6450/? [49:10<00:00,  2.19it/s]\nEpoch 0: |          | 6450/? [49:10<00:00,  2.19it/s]\nEpoch 0: |          | 6451/? [49:10<00:00,  2.19it/s]\nEpoch 0: |          | 6451/? [49:10<00:00,  2.19it/s]\nEpoch 0: |          | 6452/? [49:10<00:00,  2.19it/s]\nEpoch 0: |          | 6452/? [49:10<00:00,  2.19it/s]\nEpoch 0: |          | 6453/? [49:11<00:00,  2.19it/s]\nEpoch 0: |          | 6453/? [49:11<00:00,  2.19it/s]\nEpoch 0: |          | 6454/? [49:11<00:00,  2.19it/s]\nEpoch 0: |          | 6454/? [49:11<00:00,  2.19it/s]\nEpoch 0: |          | 6455/? [49:11<00:00,  2.19it/s]\nEpoch 0: |          | 6455/? [49:11<00:00,  2.19it/s]\nEpoch 0: |          | 6456/? [49:12<00:00,  2.19it/s]\nEpoch 0: |          | 6456/? [49:12<00:00,  2.19it/s]\nEpoch 0: |          | 6457/? [49:12<00:00,  2.19it/s]\nEpoch 0: |          | 6457/? [49:12<00:00,  2.19it/s]\nEpoch 0: |          | 6458/? [49:13<00:00,  2.19it/s]\nEpoch 0: |          | 6458/? [49:13<00:00,  2.19it/s]\nEpoch 0: |          | 6459/? [49:13<00:00,  2.19it/s]\nEpoch 0: |          | 6459/? [49:13<00:00,  2.19it/s]\nEpoch 0: |          | 6460/? [49:13<00:00,  2.19it/s]\nEpoch 0: |          | 6460/? [49:13<00:00,  2.19it/s]\nEpoch 0: |          | 6461/? [49:14<00:00,  2.19it/s]\nEpoch 0: |          | 6461/? [49:14<00:00,  2.19it/s]\nEpoch 0: |          | 6462/? [49:14<00:00,  2.19it/s]\nEpoch 0: |          | 6462/? [49:14<00:00,  2.19it/s]\nEpoch 0: |          | 6463/? [49:14<00:00,  2.19it/s]\nEpoch 0: |          | 6463/? [49:14<00:00,  2.19it/s]\nEpoch 0: |          | 6464/? [49:15<00:00,  2.19it/s]\nEpoch 0: |          | 6464/? [49:15<00:00,  2.19it/s]\nEpoch 0: |          | 6465/? [49:15<00:00,  2.19it/s]\nEpoch 0: |          | 6465/? [49:15<00:00,  2.19it/s]\nEpoch 0: |          | 6466/? [49:16<00:00,  2.19it/s]\nEpoch 0: |          | 6466/? [49:16<00:00,  2.19it/s]\nEpoch 0: |          | 6467/? [49:16<00:00,  2.19it/s]\nEpoch 0: |          | 6467/? [49:16<00:00,  2.19it/s]\nEpoch 0: |          | 6468/? [49:16<00:00,  2.19it/s]\nEpoch 0: |          | 6468/? [49:16<00:00,  2.19it/s]\nEpoch 0: |          | 6469/? [49:17<00:00,  2.19it/s]\nEpoch 0: |          | 6469/? [49:17<00:00,  2.19it/s]\nEpoch 0: |          | 6470/? [49:17<00:00,  2.19it/s]\nEpoch 0: |          | 6470/? [49:17<00:00,  2.19it/s]\nEpoch 0: |          | 6471/? [49:17<00:00,  2.19it/s]\nEpoch 0: |          | 6471/? [49:17<00:00,  2.19it/s]\nEpoch 0: |          | 6472/? [49:18<00:00,  2.19it/s]\nEpoch 0: |          | 6472/? [49:18<00:00,  2.19it/s]\nEpoch 0: |          | 6473/? [49:18<00:00,  2.19it/s]\nEpoch 0: |          | 6473/? [49:18<00:00,  2.19it/s]\nEpoch 0: |          | 6474/? [49:19<00:00,  2.19it/s]\nEpoch 0: |          | 6474/? [49:19<00:00,  2.19it/s]\nEpoch 0: |          | 6475/? [49:19<00:00,  2.19it/s]\nEpoch 0: |          | 6475/? [49:19<00:00,  2.19it/s]\nEpoch 0: |          | 6476/? [49:19<00:00,  2.19it/s]\nEpoch 0: |          | 6476/? [49:19<00:00,  2.19it/s]\nEpoch 0: |          | 6477/? [49:20<00:00,  2.19it/s]\nEpoch 0: |          | 6477/? [49:20<00:00,  2.19it/s]\nEpoch 0: |          | 6478/? [49:20<00:00,  2.19it/s]\nEpoch 0: |          | 6478/? [49:20<00:00,  2.19it/s]\nEpoch 0: |          | 6479/? [49:20<00:00,  2.19it/s]\nEpoch 0: |          | 6479/? [49:20<00:00,  2.19it/s]\nEpoch 0: |          | 6480/? [49:21<00:00,  2.19it/s]\nEpoch 0: |          | 6480/? [49:21<00:00,  2.19it/s]\nEpoch 0: |          | 6481/? [49:21<00:00,  2.19it/s]\nEpoch 0: |          | 6481/? [49:21<00:00,  2.19it/s]\nEpoch 0: |          | 6482/? [49:22<00:00,  2.19it/s]\nEpoch 0: |          | 6482/? [49:22<00:00,  2.19it/s]\nEpoch 0: |          | 6483/? [49:22<00:00,  2.19it/s]\nEpoch 0: |          | 6483/? [49:22<00:00,  2.19it/s]\nEpoch 0: |          | 6484/? [49:22<00:00,  2.19it/s]\nEpoch 0: |          | 6484/? [49:22<00:00,  2.19it/s]\nEpoch 0: |          | 6485/? [49:23<00:00,  2.19it/s]\nEpoch 0: |          | 6485/? [49:23<00:00,  2.19it/s]\nEpoch 0: |          | 6486/? [49:23<00:00,  2.19it/s]\nEpoch 0: |          | 6486/? [49:23<00:00,  2.19it/s]\nEpoch 0: |          | 6487/? [49:23<00:00,  2.19it/s]\nEpoch 0: |          | 6487/? [49:23<00:00,  2.19it/s]\nEpoch 0: |          | 6488/? [49:24<00:00,  2.19it/s]\nEpoch 0: |          | 6488/? [49:24<00:00,  2.19it/s]\nEpoch 0: |          | 6489/? [49:24<00:00,  2.19it/s]\nEpoch 0: |          | 6489/? [49:24<00:00,  2.19it/s]\nEpoch 0: |          | 6490/? [49:24<00:00,  2.19it/s]\nEpoch 0: |          | 6490/? [49:24<00:00,  2.19it/s]\nEpoch 0: |          | 6491/? [49:25<00:00,  2.19it/s]\nEpoch 0: |          | 6491/? [49:25<00:00,  2.19it/s]\nEpoch 0: |          | 6492/? [49:25<00:00,  2.19it/s]\nEpoch 0: |          | 6492/? [49:25<00:00,  2.19it/s]\nEpoch 0: |          | 6493/? [49:25<00:00,  2.19it/s]\nEpoch 0: |          | 6493/? [49:25<00:00,  2.19it/s]\nEpoch 0: |          | 6494/? [49:26<00:00,  2.19it/s]\nEpoch 0: |          | 6494/? [49:26<00:00,  2.19it/s]\nEpoch 0: |          | 6495/? [49:26<00:00,  2.19it/s]\nEpoch 0: |          | 6495/? [49:26<00:00,  2.19it/s]\nEpoch 0: |          | 6496/? [49:26<00:00,  2.19it/s]\nEpoch 0: |          | 6496/? [49:26<00:00,  2.19it/s]\nEpoch 0: |          | 6497/? [49:27<00:00,  2.19it/s]\nEpoch 0: |          | 6497/? [49:27<00:00,  2.19it/s]\nEpoch 0: |          | 6498/? [49:27<00:00,  2.19it/s]\nEpoch 0: |          | 6498/? [49:27<00:00,  2.19it/s]\nEpoch 0: |          | 6499/? [49:28<00:00,  2.19it/s]\nEpoch 0: |          | 6499/? [49:28<00:00,  2.19it/s]\nEpoch 0: |          | 6500/? [49:28<00:00,  2.19it/s]\nEpoch 0: |          | 6500/? [49:28<00:00,  2.19it/s]\nEpoch 0: |          | 6501/? [49:28<00:00,  2.19it/s]\nEpoch 0: |          | 6501/? [49:28<00:00,  2.19it/s]\nEpoch 0: |          | 6502/? [49:29<00:00,  2.19it/s]\nEpoch 0: |          | 6502/? [49:29<00:00,  2.19it/s]\nEpoch 0: |          | 6503/? [49:29<00:00,  2.19it/s]\nEpoch 0: |          | 6503/? [49:29<00:00,  2.19it/s]\nEpoch 0: |          | 6504/? [49:29<00:00,  2.19it/s]\nEpoch 0: |          | 6504/? [49:29<00:00,  2.19it/s]\nEpoch 0: |          | 6505/? [49:30<00:00,  2.19it/s]\nEpoch 0: |          | 6505/? [49:30<00:00,  2.19it/s]\nEpoch 0: |          | 6506/? [49:30<00:00,  2.19it/s]\nEpoch 0: |          | 6506/? [49:30<00:00,  2.19it/s]\nEpoch 0: |          | 6507/? [49:31<00:00,  2.19it/s]\nEpoch 0: |          | 6507/? [49:31<00:00,  2.19it/s]\nEpoch 0: |          | 6508/? [49:31<00:00,  2.19it/s]\nEpoch 0: |          | 6508/? [49:31<00:00,  2.19it/s]\nEpoch 0: |          | 6509/? [49:31<00:00,  2.19it/s]\nEpoch 0: |          | 6509/? [49:31<00:00,  2.19it/s]\nEpoch 0: |          | 6510/? [49:32<00:00,  2.19it/s]\nEpoch 0: |          | 6510/? [49:32<00:00,  2.19it/s]\nEpoch 0: |          | 6511/? [49:32<00:00,  2.19it/s]\nEpoch 0: |          | 6511/? [49:32<00:00,  2.19it/s]\nEpoch 0: |          | 6512/? [49:32<00:00,  2.19it/s]\nEpoch 0: |          | 6512/? [49:32<00:00,  2.19it/s]\nEpoch 0: |          | 6513/? [49:33<00:00,  2.19it/s]\nEpoch 0: |          | 6513/? [49:33<00:00,  2.19it/s]\nEpoch 0: |          | 6514/? [49:33<00:00,  2.19it/s]\nEpoch 0: |          | 6514/? [49:33<00:00,  2.19it/s]\nEpoch 0: |          | 6515/? [49:34<00:00,  2.19it/s]\nEpoch 0: |          | 6515/? [49:34<00:00,  2.19it/s]\nEpoch 0: |          | 6516/? [49:34<00:00,  2.19it/s]\nEpoch 0: |          | 6516/? [49:34<00:00,  2.19it/s]\nEpoch 0: |          | 6517/? [49:34<00:00,  2.19it/s]\nEpoch 0: |          | 6517/? [49:34<00:00,  2.19it/s]\nEpoch 0: |          | 6518/? [49:35<00:00,  2.19it/s]\nEpoch 0: |          | 6518/? [49:35<00:00,  2.19it/s]\nEpoch 0: |          | 6519/? [49:35<00:00,  2.19it/s]\nEpoch 0: |          | 6519/? [49:35<00:00,  2.19it/s]\nEpoch 0: |          | 6520/? [49:35<00:00,  2.19it/s]\nEpoch 0: |          | 6520/? [49:35<00:00,  2.19it/s]\nEpoch 0: |          | 6521/? [49:36<00:00,  2.19it/s]\nEpoch 0: |          | 6521/? [49:36<00:00,  2.19it/s]\nEpoch 0: |          | 6522/? [49:36<00:00,  2.19it/s]\nEpoch 0: |          | 6522/? [49:36<00:00,  2.19it/s]\nEpoch 0: |          | 6523/? [49:36<00:00,  2.19it/s]\nEpoch 0: |          | 6523/? [49:36<00:00,  2.19it/s]\nEpoch 0: |          | 6524/? [49:37<00:00,  2.19it/s]\nEpoch 0: |          | 6524/? [49:37<00:00,  2.19it/s]\nEpoch 0: |          | 6525/? [49:37<00:00,  2.19it/s]\nEpoch 0: |          | 6525/? [49:37<00:00,  2.19it/s]\nEpoch 0: |          | 6526/? [49:37<00:00,  2.19it/s]\nEpoch 0: |          | 6526/? [49:37<00:00,  2.19it/s]\nEpoch 0: |          | 6527/? [49:38<00:00,  2.19it/s]\nEpoch 0: |          | 6527/? [49:38<00:00,  2.19it/s]\nEpoch 0: |          | 6528/? [49:38<00:00,  2.19it/s]\nEpoch 0: |          | 6528/? [49:38<00:00,  2.19it/s]\nEpoch 0: |          | 6529/? [49:39<00:00,  2.19it/s]\nEpoch 0: |          | 6529/? [49:39<00:00,  2.19it/s]\nEpoch 0: |          | 6530/? [49:39<00:00,  2.19it/s]\nEpoch 0: |          | 6530/? [49:39<00:00,  2.19it/s]\nEpoch 0: |          | 6531/? [49:39<00:00,  2.19it/s]\nEpoch 0: |          | 6531/? [49:39<00:00,  2.19it/s]\nEpoch 0: |          | 6532/? [49:40<00:00,  2.19it/s]\nEpoch 0: |          | 6532/? [49:40<00:00,  2.19it/s]\nEpoch 0: |          | 6533/? [49:40<00:00,  2.19it/s]\nEpoch 0: |          | 6533/? [49:40<00:00,  2.19it/s]\nEpoch 0: |          | 6534/? [49:40<00:00,  2.19it/s]\nEpoch 0: |          | 6534/? [49:40<00:00,  2.19it/s]\nEpoch 0: |          | 6535/? [49:41<00:00,  2.19it/s]\nEpoch 0: |          | 6535/? [49:41<00:00,  2.19it/s]\nEpoch 0: |          | 6536/? [49:41<00:00,  2.19it/s]\nEpoch 0: |          | 6536/? [49:41<00:00,  2.19it/s]\nEpoch 0: |          | 6537/? [49:41<00:00,  2.19it/s]\nEpoch 0: |          | 6537/? [49:41<00:00,  2.19it/s]\nEpoch 0: |          | 6538/? [49:42<00:00,  2.19it/s]\nEpoch 0: |          | 6538/? [49:42<00:00,  2.19it/s]\nEpoch 0: |          | 6539/? [49:42<00:00,  2.19it/s]\nEpoch 0: |          | 6539/? [49:42<00:00,  2.19it/s]\nEpoch 0: |          | 6540/? [49:43<00:00,  2.19it/s]\nEpoch 0: |          | 6540/? [49:43<00:00,  2.19it/s]\nEpoch 0: |          | 6541/? [49:43<00:00,  2.19it/s]\nEpoch 0: |          | 6541/? [49:43<00:00,  2.19it/s]\nEpoch 0: |          | 6542/? [49:43<00:00,  2.19it/s]\nEpoch 0: |          | 6542/? [49:43<00:00,  2.19it/s]\nEpoch 0: |          | 6543/? [49:44<00:00,  2.19it/s]\nEpoch 0: |          | 6543/? [49:44<00:00,  2.19it/s]\nEpoch 0: |          | 6544/? [49:44<00:00,  2.19it/s]\nEpoch 0: |          | 6544/? [49:44<00:00,  2.19it/s]\nEpoch 0: |          | 6545/? [49:44<00:00,  2.19it/s]\nEpoch 0: |          | 6545/? [49:44<00:00,  2.19it/s]\nEpoch 0: |          | 6546/? [49:45<00:00,  2.19it/s]\nEpoch 0: |          | 6546/? [49:45<00:00,  2.19it/s]\nEpoch 0: |          | 6547/? [49:45<00:00,  2.19it/s]\nEpoch 0: |          | 6547/? [49:45<00:00,  2.19it/s]\nEpoch 0: |          | 6548/? [49:45<00:00,  2.19it/s]\nEpoch 0: |          | 6548/? [49:45<00:00,  2.19it/s]\nEpoch 0: |          | 6549/? [49:46<00:00,  2.19it/s]\nEpoch 0: |          | 6549/? [49:46<00:00,  2.19it/s]\nEpoch 0: |          | 6550/? [49:46<00:00,  2.19it/s]\nEpoch 0: |          | 6550/? [49:46<00:00,  2.19it/s]\nEpoch 0: |          | 6551/? [49:47<00:00,  2.19it/s]\nEpoch 0: |          | 6551/? [49:47<00:00,  2.19it/s]\nEpoch 0: |          | 6552/? [49:47<00:00,  2.19it/s]\nEpoch 0: |          | 6552/? [49:47<00:00,  2.19it/s]\nEpoch 0: |          | 6553/? [49:47<00:00,  2.19it/s]\nEpoch 0: |          | 6553/? [49:47<00:00,  2.19it/s]\nEpoch 0: |          | 6554/? [49:48<00:00,  2.19it/s]\nEpoch 0: |          | 6554/? [49:48<00:00,  2.19it/s]\nEpoch 0: |          | 6555/? [49:48<00:00,  2.19it/s]\nEpoch 0: |          | 6555/? [49:48<00:00,  2.19it/s]\nEpoch 0: |          | 6556/? [49:48<00:00,  2.19it/s]\nEpoch 0: |          | 6556/? [49:48<00:00,  2.19it/s]\nEpoch 0: |          | 6557/? [49:49<00:00,  2.19it/s]\nEpoch 0: |          | 6557/? [49:49<00:00,  2.19it/s]\nEpoch 0: |          | 6558/? [49:49<00:00,  2.19it/s]\nEpoch 0: |          | 6558/? [49:49<00:00,  2.19it/s]\nEpoch 0: |          | 6559/? [49:49<00:00,  2.19it/s]\nEpoch 0: |          | 6559/? [49:49<00:00,  2.19it/s]\nEpoch 0: |          | 6560/? [49:50<00:00,  2.19it/s]\nEpoch 0: |          | 6560/? [49:50<00:00,  2.19it/s]\nEpoch 0: |          | 6561/? [49:50<00:00,  2.19it/s]\nEpoch 0: |          | 6561/? [49:50<00:00,  2.19it/s]\nEpoch 0: |          | 6562/? [49:50<00:00,  2.19it/s]\nEpoch 0: |          | 6562/? [49:50<00:00,  2.19it/s]\nEpoch 0: |          | 6563/? [49:51<00:00,  2.19it/s]\nEpoch 0: |          | 6563/? [49:51<00:00,  2.19it/s]\nEpoch 0: |          | 6564/? [49:51<00:00,  2.19it/s]\nEpoch 0: |          | 6564/? [49:51<00:00,  2.19it/s]\nEpoch 0: |          | 6565/? [49:52<00:00,  2.19it/s]\nEpoch 0: |          | 6565/? [49:52<00:00,  2.19it/s]\nEpoch 0: |          | 6566/? [49:52<00:00,  2.19it/s]\nEpoch 0: |          | 6566/? [49:52<00:00,  2.19it/s]\nEpoch 0: |          | 6567/? [49:52<00:00,  2.19it/s]\nEpoch 0: |          | 6567/? [49:52<00:00,  2.19it/s]\nEpoch 0: |          | 6568/? [49:53<00:00,  2.19it/s]\nEpoch 0: |          | 6568/? [49:53<00:00,  2.19it/s]\nEpoch 0: |          | 6569/? [49:53<00:00,  2.19it/s]\nEpoch 0: |          | 6569/? [49:53<00:00,  2.19it/s]\nEpoch 0: |          | 6570/? [49:53<00:00,  2.19it/s]\nEpoch 0: |          | 6570/? [49:53<00:00,  2.19it/s]\nEpoch 0: |          | 6571/? [49:54<00:00,  2.19it/s]\nEpoch 0: |          | 6571/? [49:54<00:00,  2.19it/s]\nEpoch 0: |          | 6572/? [49:54<00:00,  2.19it/s]\nEpoch 0: |          | 6572/? [49:54<00:00,  2.19it/s]\nEpoch 0: |          | 6573/? [49:55<00:00,  2.19it/s]\nEpoch 0: |          | 6573/? [49:55<00:00,  2.19it/s]\nEpoch 0: |          | 6574/? [49:55<00:00,  2.19it/s]\nEpoch 0: |          | 6574/? [49:55<00:00,  2.19it/s]\nEpoch 0: |          | 6575/? [49:55<00:00,  2.19it/s]\nEpoch 0: |          | 6575/? [49:55<00:00,  2.19it/s]\nEpoch 0: |          | 6576/? [49:56<00:00,  2.19it/s]\nEpoch 0: |          | 6576/? [49:56<00:00,  2.19it/s]\nEpoch 0: |          | 6577/? [49:56<00:00,  2.19it/s]\nEpoch 0: |          | 6577/? [49:56<00:00,  2.19it/s]\nEpoch 0: |          | 6578/? [49:57<00:00,  2.19it/s]\nEpoch 0: |          | 6578/? [49:57<00:00,  2.19it/s]\nEpoch 0: |          | 6579/? [49:57<00:00,  2.19it/s]\nEpoch 0: |          | 6579/? [49:57<00:00,  2.19it/s]\nEpoch 0: |          | 6580/? [49:57<00:00,  2.19it/s]\nEpoch 0: |          | 6580/? [49:57<00:00,  2.19it/s]\nEpoch 0: |          | 6581/? [49:58<00:00,  2.19it/s]\nEpoch 0: |          | 6581/? [49:58<00:00,  2.19it/s]\nEpoch 0: |          | 6582/? [49:58<00:00,  2.20it/s]\nEpoch 0: |          | 6582/? [49:58<00:00,  2.20it/s]\nEpoch 0: |          | 6583/? [49:58<00:00,  2.20it/s]\nEpoch 0: |          | 6583/? [49:58<00:00,  2.20it/s]\nEpoch 0: |          | 6584/? [49:59<00:00,  2.20it/s]\nEpoch 0: |          | 6584/? [49:59<00:00,  2.20it/s]\nEpoch 0: |          | 6585/? [49:59<00:00,  2.20it/s]\nEpoch 0: |          | 6585/? [49:59<00:00,  2.20it/s]\nEpoch 0: |          | 6586/? [50:00<00:00,  2.20it/s]\nEpoch 0: |          | 6586/? [50:00<00:00,  2.20it/s]\nEpoch 0: |          | 6587/? [50:00<00:00,  2.20it/s]\nEpoch 0: |          | 6587/? [50:00<00:00,  2.20it/s]\nEpoch 0: |          | 6588/? [50:00<00:00,  2.20it/s]\nEpoch 0: |          | 6588/? [50:00<00:00,  2.20it/s]\nEpoch 0: |          | 6589/? [50:01<00:00,  2.20it/s]\nEpoch 0: |          | 6589/? [50:01<00:00,  2.20it/s]\nEpoch 0: |          | 6590/? [50:01<00:00,  2.20it/s]\nEpoch 0: |          | 6590/? [50:01<00:00,  2.20it/s]\nEpoch 0: |          | 6591/? [50:01<00:00,  2.20it/s]\nEpoch 0: |          | 6591/? [50:01<00:00,  2.20it/s]\nEpoch 0: |          | 6592/? [50:02<00:00,  2.20it/s]\nEpoch 0: |          | 6592/? [50:02<00:00,  2.20it/s]\nEpoch 0: |          | 6593/? [50:02<00:00,  2.20it/s]\nEpoch 0: |          | 6593/? [50:02<00:00,  2.20it/s]\nEpoch 0: |          | 6594/? [50:02<00:00,  2.20it/s]\nEpoch 0: |          | 6594/? [50:02<00:00,  2.20it/s]\nEpoch 0: |          | 6595/? [50:03<00:00,  2.20it/s]\nEpoch 0: |          | 6595/? [50:03<00:00,  2.20it/s]\nEpoch 0: |          | 6596/? [50:03<00:00,  2.20it/s]\nEpoch 0: |          | 6596/? [50:03<00:00,  2.20it/s]\nEpoch 0: |          | 6597/? [50:03<00:00,  2.20it/s]\nEpoch 0: |          | 6597/? [50:03<00:00,  2.20it/s]\nEpoch 0: |          | 6598/? [50:04<00:00,  2.20it/s]\nEpoch 0: |          | 6598/? [50:04<00:00,  2.20it/s]\nEpoch 0: |          | 6599/? [50:04<00:00,  2.20it/s]\nEpoch 0: |          | 6599/? [50:04<00:00,  2.20it/s]\nEpoch 0: |          | 6600/? [50:04<00:00,  2.20it/s]\nEpoch 0: |          | 6600/? [50:04<00:00,  2.20it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.16it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.71it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.54it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.34it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 6600/? [50:05<00:00,  2.20it/s]\nEpoch 0: |          | 6601/? [50:05<00:00,  2.20it/s]\nEpoch 0: |          | 6601/? [50:05<00:00,  2.20it/s]\nEpoch 0: |          | 6602/? [50:06<00:00,  2.20it/s]\nEpoch 0: |          | 6602/? [50:06<00:00,  2.20it/s]\nEpoch 0: |          | 6603/? [50:06<00:00,  2.20it/s]\nEpoch 0: |          | 6603/? [50:06<00:00,  2.20it/s]\nEpoch 0: |          | 6604/? [50:06<00:00,  2.20it/s]\nEpoch 0: |          | 6604/? [50:06<00:00,  2.20it/s]\nEpoch 0: |          | 6605/? [50:07<00:00,  2.20it/s]\nEpoch 0: |          | 6605/? [50:07<00:00,  2.20it/s]\nEpoch 0: |          | 6606/? [50:07<00:00,  2.20it/s]\nEpoch 0: |          | 6606/? [50:07<00:00,  2.20it/s]\nEpoch 0: |          | 6607/? [50:08<00:00,  2.20it/s]\nEpoch 0: |          | 6607/? [50:08<00:00,  2.20it/s]\nEpoch 0: |          | 6608/? [50:08<00:00,  2.20it/s]\nEpoch 0: |          | 6608/? [50:08<00:00,  2.20it/s]\nEpoch 0: |          | 6609/? [50:08<00:00,  2.20it/s]\nEpoch 0: |          | 6609/? [50:08<00:00,  2.20it/s]\nEpoch 0: |          | 6610/? [50:09<00:00,  2.20it/s]\nEpoch 0: |          | 6610/? [50:09<00:00,  2.20it/s]\nEpoch 0: |          | 6611/? [50:09<00:00,  2.20it/s]\nEpoch 0: |          | 6611/? [50:09<00:00,  2.20it/s]\nEpoch 0: |          | 6612/? [50:09<00:00,  2.20it/s]\nEpoch 0: |          | 6612/? [50:09<00:00,  2.20it/s]\nEpoch 0: |          | 6613/? [50:10<00:00,  2.20it/s]\nEpoch 0: |          | 6613/? [50:10<00:00,  2.20it/s]\nEpoch 0: |          | 6614/? [50:10<00:00,  2.20it/s]\nEpoch 0: |          | 6614/? [50:10<00:00,  2.20it/s]\nEpoch 0: |          | 6615/? [50:11<00:00,  2.20it/s]\nEpoch 0: |          | 6615/? [50:11<00:00,  2.20it/s]\nEpoch 0: |          | 6616/? [50:11<00:00,  2.20it/s]\nEpoch 0: |          | 6616/? [50:11<00:00,  2.20it/s]\nEpoch 0: |          | 6617/? [50:11<00:00,  2.20it/s]\nEpoch 0: |          | 6617/? [50:11<00:00,  2.20it/s]\nEpoch 0: |          | 6618/? [50:12<00:00,  2.20it/s]\nEpoch 0: |          | 6618/? [50:12<00:00,  2.20it/s]\nEpoch 0: |          | 6619/? [50:12<00:00,  2.20it/s]\nEpoch 0: |          | 6619/? [50:12<00:00,  2.20it/s]\nEpoch 0: |          | 6620/? [50:12<00:00,  2.20it/s]\nEpoch 0: |          | 6620/? [50:12<00:00,  2.20it/s]\nEpoch 0: |          | 6621/? [50:13<00:00,  2.20it/s]\nEpoch 0: |          | 6621/? [50:13<00:00,  2.20it/s]\nEpoch 0: |          | 6622/? [50:13<00:00,  2.20it/s]\nEpoch 0: |          | 6622/? [50:13<00:00,  2.20it/s]\nEpoch 0: |          | 6623/? [50:14<00:00,  2.20it/s]\nEpoch 0: |          | 6623/? [50:14<00:00,  2.20it/s]\nEpoch 0: |          | 6624/? [50:14<00:00,  2.20it/s]\nEpoch 0: |          | 6624/? [50:14<00:00,  2.20it/s]\nEpoch 0: |          | 6625/? [50:14<00:00,  2.20it/s]\nEpoch 0: |          | 6625/? [50:14<00:00,  2.20it/s]\nEpoch 0: |          | 6626/? [50:15<00:00,  2.20it/s]\nEpoch 0: |          | 6626/? [50:15<00:00,  2.20it/s]\nEpoch 0: |          | 6627/? [50:15<00:00,  2.20it/s]\nEpoch 0: |          | 6627/? [50:15<00:00,  2.20it/s]\nEpoch 0: |          | 6628/? [50:15<00:00,  2.20it/s]\nEpoch 0: |          | 6628/? [50:15<00:00,  2.20it/s]\nEpoch 0: |          | 6629/? [50:16<00:00,  2.20it/s]\nEpoch 0: |          | 6629/? [50:16<00:00,  2.20it/s]\nEpoch 0: |          | 6630/? [50:16<00:00,  2.20it/s]\nEpoch 0: |          | 6630/? [50:16<00:00,  2.20it/s]\nEpoch 0: |          | 6631/? [50:17<00:00,  2.20it/s]\nEpoch 0: |          | 6631/? [50:17<00:00,  2.20it/s]\nEpoch 0: |          | 6632/? [50:17<00:00,  2.20it/s]\nEpoch 0: |          | 6632/? [50:17<00:00,  2.20it/s]\nEpoch 0: |          | 6633/? [50:17<00:00,  2.20it/s]\nEpoch 0: |          | 6633/? [50:17<00:00,  2.20it/s]\nEpoch 0: |          | 6634/? [50:18<00:00,  2.20it/s]\nEpoch 0: |          | 6634/? [50:18<00:00,  2.20it/s]\nEpoch 0: |          | 6635/? [50:18<00:00,  2.20it/s]\nEpoch 0: |          | 6635/? [50:18<00:00,  2.20it/s]\nEpoch 0: |          | 6636/? [50:18<00:00,  2.20it/s]\nEpoch 0: |          | 6636/? [50:18<00:00,  2.20it/s]\nEpoch 0: |          | 6637/? [50:19<00:00,  2.20it/s]\nEpoch 0: |          | 6637/? [50:19<00:00,  2.20it/s]\nEpoch 0: |          | 6638/? [50:19<00:00,  2.20it/s]\nEpoch 0: |          | 6638/? [50:19<00:00,  2.20it/s]\nEpoch 0: |          | 6639/? [50:19<00:00,  2.20it/s]\nEpoch 0: |          | 6639/? [50:19<00:00,  2.20it/s]\nEpoch 0: |          | 6640/? [50:20<00:00,  2.20it/s]\nEpoch 0: |          | 6640/? [50:20<00:00,  2.20it/s]\nEpoch 0: |          | 6641/? [50:20<00:00,  2.20it/s]\nEpoch 0: |          | 6641/? [50:20<00:00,  2.20it/s]\nEpoch 0: |          | 6642/? [50:20<00:00,  2.20it/s]\nEpoch 0: |          | 6642/? [50:20<00:00,  2.20it/s]\nEpoch 0: |          | 6643/? [50:21<00:00,  2.20it/s]\nEpoch 0: |          | 6643/? [50:21<00:00,  2.20it/s]\nEpoch 0: |          | 6644/? [50:21<00:00,  2.20it/s]\nEpoch 0: |          | 6644/? [50:21<00:00,  2.20it/s]\nEpoch 0: |          | 6645/? [50:22<00:00,  2.20it/s]\nEpoch 0: |          | 6645/? [50:22<00:00,  2.20it/s]\nEpoch 0: |          | 6646/? [50:22<00:00,  2.20it/s]\nEpoch 0: |          | 6646/? [50:22<00:00,  2.20it/s]\nEpoch 0: |          | 6647/? [50:22<00:00,  2.20it/s]\nEpoch 0: |          | 6647/? [50:22<00:00,  2.20it/s]\nEpoch 0: |          | 6648/? [50:23<00:00,  2.20it/s]\nEpoch 0: |          | 6648/? [50:23<00:00,  2.20it/s]\nEpoch 0: |          | 6649/? [50:23<00:00,  2.20it/s]\nEpoch 0: |          | 6649/? [50:23<00:00,  2.20it/s]\nEpoch 0: |          | 6650/? [50:23<00:00,  2.20it/s]\nEpoch 0: |          | 6650/? [50:23<00:00,  2.20it/s]\nEpoch 0: |          | 6651/? [50:24<00:00,  2.20it/s]\nEpoch 0: |          | 6651/? [50:24<00:00,  2.20it/s]\nEpoch 0: |          | 6652/? [50:24<00:00,  2.20it/s]\nEpoch 0: |          | 6652/? [50:24<00:00,  2.20it/s]\nEpoch 0: |          | 6653/? [50:25<00:00,  2.20it/s]\nEpoch 0: |          | 6653/? [50:25<00:00,  2.20it/s]\nEpoch 0: |          | 6654/? [50:25<00:00,  2.20it/s]\nEpoch 0: |          | 6654/? [50:25<00:00,  2.20it/s]\nEpoch 0: |          | 6655/? [50:25<00:00,  2.20it/s]\nEpoch 0: |          | 6655/? [50:25<00:00,  2.20it/s]\nEpoch 0: |          | 6656/? [50:26<00:00,  2.20it/s]\nEpoch 0: |          | 6656/? [50:26<00:00,  2.20it/s]\nEpoch 0: |          | 6657/? [50:26<00:00,  2.20it/s]\nEpoch 0: |          | 6657/? [50:26<00:00,  2.20it/s]\nEpoch 0: |          | 6658/? [50:27<00:00,  2.20it/s]\nEpoch 0: |          | 6658/? [50:27<00:00,  2.20it/s]\nEpoch 0: |          | 6659/? [50:27<00:00,  2.20it/s]\nEpoch 0: |          | 6659/? [50:27<00:00,  2.20it/s]\nEpoch 0: |          | 6660/? [50:27<00:00,  2.20it/s]\nEpoch 0: |          | 6660/? [50:27<00:00,  2.20it/s]\nEpoch 0: |          | 6661/? [50:28<00:00,  2.20it/s]\nEpoch 0: |          | 6661/? [50:28<00:00,  2.20it/s]\nEpoch 0: |          | 6662/? [50:28<00:00,  2.20it/s]\nEpoch 0: |          | 6662/? [50:28<00:00,  2.20it/s]\nEpoch 0: |          | 6663/? [50:28<00:00,  2.20it/s]\nEpoch 0: |          | 6663/? [50:28<00:00,  2.20it/s]\nEpoch 0: |          | 6664/? [50:29<00:00,  2.20it/s]\nEpoch 0: |          | 6664/? [50:29<00:00,  2.20it/s]\nEpoch 0: |          | 6665/? [50:29<00:00,  2.20it/s]\nEpoch 0: |          | 6665/? [50:29<00:00,  2.20it/s]\nEpoch 0: |          | 6666/? [50:29<00:00,  2.20it/s]\nEpoch 0: |          | 6666/? [50:29<00:00,  2.20it/s]\nEpoch 0: |          | 6667/? [50:30<00:00,  2.20it/s]\nEpoch 0: |          | 6667/? [50:30<00:00,  2.20it/s]\nEpoch 0: |          | 6668/? [50:30<00:00,  2.20it/s]\nEpoch 0: |          | 6668/? [50:30<00:00,  2.20it/s]\nEpoch 0: |          | 6669/? [50:30<00:00,  2.20it/s]\nEpoch 0: |          | 6669/? [50:30<00:00,  2.20it/s]\nEpoch 0: |          | 6670/? [50:31<00:00,  2.20it/s]\nEpoch 0: |          | 6670/? [50:31<00:00,  2.20it/s]\nEpoch 0: |          | 6671/? [50:31<00:00,  2.20it/s]\nEpoch 0: |          | 6671/? [50:31<00:00,  2.20it/s]\nEpoch 0: |          | 6672/? [50:31<00:00,  2.20it/s]\nEpoch 0: |          | 6672/? [50:31<00:00,  2.20it/s]\nEpoch 0: |          | 6673/? [50:32<00:00,  2.20it/s]\nEpoch 0: |          | 6673/? [50:32<00:00,  2.20it/s]\nEpoch 0: |          | 6674/? [50:32<00:00,  2.20it/s]\nEpoch 0: |          | 6674/? [50:32<00:00,  2.20it/s]\nEpoch 0: |          | 6675/? [50:33<00:00,  2.20it/s]\nEpoch 0: |          | 6675/? [50:33<00:00,  2.20it/s]\nEpoch 0: |          | 6676/? [50:33<00:00,  2.20it/s]\nEpoch 0: |          | 6676/? [50:33<00:00,  2.20it/s]\nEpoch 0: |          | 6677/? [50:33<00:00,  2.20it/s]\nEpoch 0: |          | 6677/? [50:33<00:00,  2.20it/s]\nEpoch 0: |          | 6678/? [50:34<00:00,  2.20it/s]\nEpoch 0: |          | 6678/? [50:34<00:00,  2.20it/s]\nEpoch 0: |          | 6679/? [50:34<00:00,  2.20it/s]\nEpoch 0: |          | 6679/? [50:34<00:00,  2.20it/s]\nEpoch 0: |          | 6680/? [50:34<00:00,  2.20it/s]\nEpoch 0: |          | 6680/? [50:34<00:00,  2.20it/s]\nEpoch 0: |          | 6681/? [50:35<00:00,  2.20it/s]\nEpoch 0: |          | 6681/? [50:35<00:00,  2.20it/s]\nEpoch 0: |          | 6682/? [50:35<00:00,  2.20it/s]\nEpoch 0: |          | 6682/? [50:35<00:00,  2.20it/s]\nEpoch 0: |          | 6683/? [50:36<00:00,  2.20it/s]\nEpoch 0: |          | 6683/? [50:36<00:00,  2.20it/s]\nEpoch 0: |          | 6684/? [50:36<00:00,  2.20it/s]\nEpoch 0: |          | 6684/? [50:36<00:00,  2.20it/s]\nEpoch 0: |          | 6685/? [50:36<00:00,  2.20it/s]\nEpoch 0: |          | 6685/? [50:36<00:00,  2.20it/s]\nEpoch 0: |          | 6686/? [50:37<00:00,  2.20it/s]\nEpoch 0: |          | 6686/? [50:37<00:00,  2.20it/s]\nEpoch 0: |          | 6687/? [50:37<00:00,  2.20it/s]\nEpoch 0: |          | 6687/? [50:37<00:00,  2.20it/s]\nEpoch 0: |          | 6688/? [50:37<00:00,  2.20it/s]\nEpoch 0: |          | 6688/? [50:37<00:00,  2.20it/s]\nEpoch 0: |          | 6689/? [50:38<00:00,  2.20it/s]\nEpoch 0: |          | 6689/? [50:38<00:00,  2.20it/s]\nEpoch 0: |          | 6690/? [50:38<00:00,  2.20it/s]\nEpoch 0: |          | 6690/? [50:38<00:00,  2.20it/s]\nEpoch 0: |          | 6691/? [50:38<00:00,  2.20it/s]\nEpoch 0: |          | 6691/? [50:38<00:00,  2.20it/s]\nEpoch 0: |          | 6692/? [50:39<00:00,  2.20it/s]\nEpoch 0: |          | 6692/? [50:39<00:00,  2.20it/s]\nEpoch 0: |          | 6693/? [50:39<00:00,  2.20it/s]\nEpoch 0: |          | 6693/? [50:39<00:00,  2.20it/s]\nEpoch 0: |          | 6694/? [50:39<00:00,  2.20it/s]\nEpoch 0: |          | 6694/? [50:39<00:00,  2.20it/s]\nEpoch 0: |          | 6695/? [50:40<00:00,  2.20it/s]\nEpoch 0: |          | 6695/? [50:40<00:00,  2.20it/s]\nEpoch 0: |          | 6696/? [50:40<00:00,  2.20it/s]\nEpoch 0: |          | 6696/? [50:40<00:00,  2.20it/s]\nEpoch 0: |          | 6697/? [50:40<00:00,  2.20it/s]\nEpoch 0: |          | 6697/? [50:40<00:00,  2.20it/s]\nEpoch 0: |          | 6698/? [50:41<00:00,  2.20it/s]\nEpoch 0: |          | 6698/? [50:41<00:00,  2.20it/s]\nEpoch 0: |          | 6699/? [50:41<00:00,  2.20it/s]\nEpoch 0: |          | 6699/? [50:41<00:00,  2.20it/s]\nEpoch 0: |          | 6700/? [50:42<00:00,  2.20it/s]\nEpoch 0: |          | 6700/? [50:42<00:00,  2.20it/s]\nEpoch 0: |          | 6701/? [50:42<00:00,  2.20it/s]\nEpoch 0: |          | 6701/? [50:42<00:00,  2.20it/s]\nEpoch 0: |          | 6702/? [50:42<00:00,  2.20it/s]\nEpoch 0: |          | 6702/? [50:42<00:00,  2.20it/s]\nEpoch 0: |          | 6703/? [50:43<00:00,  2.20it/s]\nEpoch 0: |          | 6703/? [50:43<00:00,  2.20it/s]\nEpoch 0: |          | 6704/? [50:43<00:00,  2.20it/s]\nEpoch 0: |          | 6704/? [50:43<00:00,  2.20it/s]\nEpoch 0: |          | 6705/? [50:43<00:00,  2.20it/s]\nEpoch 0: |          | 6705/? [50:43<00:00,  2.20it/s]\nEpoch 0: |          | 6706/? [50:44<00:00,  2.20it/s]\nEpoch 0: |          | 6706/? [50:44<00:00,  2.20it/s]\nEpoch 0: |          | 6707/? [50:44<00:00,  2.20it/s]\nEpoch 0: |          | 6707/? [50:44<00:00,  2.20it/s]\nEpoch 0: |          | 6708/? [50:45<00:00,  2.20it/s]\nEpoch 0: |          | 6708/? [50:45<00:00,  2.20it/s]\nEpoch 0: |          | 6709/? [50:45<00:00,  2.20it/s]\nEpoch 0: |          | 6709/? [50:45<00:00,  2.20it/s]\nEpoch 0: |          | 6710/? [50:45<00:00,  2.20it/s]\nEpoch 0: |          | 6710/? [50:45<00:00,  2.20it/s]\nEpoch 0: |          | 6711/? [50:46<00:00,  2.20it/s]\nEpoch 0: |          | 6711/? [50:46<00:00,  2.20it/s]\nEpoch 0: |          | 6712/? [50:46<00:00,  2.20it/s]\nEpoch 0: |          | 6712/? [50:46<00:00,  2.20it/s]\nEpoch 0: |          | 6713/? [50:46<00:00,  2.20it/s]\nEpoch 0: |          | 6713/? [50:46<00:00,  2.20it/s]\nEpoch 0: |          | 6714/? [50:47<00:00,  2.20it/s]\nEpoch 0: |          | 6714/? [50:47<00:00,  2.20it/s]\nEpoch 0: |          | 6715/? [50:47<00:00,  2.20it/s]\nEpoch 0: |          | 6715/? [50:47<00:00,  2.20it/s]\nEpoch 0: |          | 6716/? [50:47<00:00,  2.20it/s]\nEpoch 0: |          | 6716/? [50:47<00:00,  2.20it/s]\nEpoch 0: |          | 6717/? [50:48<00:00,  2.20it/s]\nEpoch 0: |          | 6717/? [50:48<00:00,  2.20it/s]\nEpoch 0: |          | 6718/? [50:48<00:00,  2.20it/s]\nEpoch 0: |          | 6718/? [50:48<00:00,  2.20it/s]\nEpoch 0: |          | 6719/? [50:49<00:00,  2.20it/s]\nEpoch 0: |          | 6719/? [50:49<00:00,  2.20it/s]\nEpoch 0: |          | 6720/? [50:49<00:00,  2.20it/s]\nEpoch 0: |          | 6720/? [50:49<00:00,  2.20it/s]\nEpoch 0: |          | 6721/? [50:49<00:00,  2.20it/s]\nEpoch 0: |          | 6721/? [50:49<00:00,  2.20it/s]\nEpoch 0: |          | 6722/? [50:50<00:00,  2.20it/s]\nEpoch 0: |          | 6722/? [50:50<00:00,  2.20it/s]\nEpoch 0: |          | 6723/? [50:50<00:00,  2.20it/s]\nEpoch 0: |          | 6723/? [50:50<00:00,  2.20it/s]\nEpoch 0: |          | 6724/? [50:50<00:00,  2.20it/s]\nEpoch 0: |          | 6724/? [50:50<00:00,  2.20it/s]\nEpoch 0: |          | 6725/? [50:51<00:00,  2.20it/s]\nEpoch 0: |          | 6725/? [50:51<00:00,  2.20it/s]\nEpoch 0: |          | 6726/? [50:51<00:00,  2.20it/s]\nEpoch 0: |          | 6726/? [50:51<00:00,  2.20it/s]\nEpoch 0: |          | 6727/? [50:51<00:00,  2.20it/s]\nEpoch 0: |          | 6727/? [50:51<00:00,  2.20it/s]\nEpoch 0: |          | 6728/? [50:52<00:00,  2.20it/s]\nEpoch 0: |          | 6728/? [50:52<00:00,  2.20it/s]\nEpoch 0: |          | 6729/? [50:52<00:00,  2.20it/s]\nEpoch 0: |          | 6729/? [50:52<00:00,  2.20it/s]\nEpoch 0: |          | 6730/? [50:52<00:00,  2.20it/s]\nEpoch 0: |          | 6730/? [50:52<00:00,  2.20it/s]\nEpoch 0: |          | 6731/? [50:53<00:00,  2.20it/s]\nEpoch 0: |          | 6731/? [50:53<00:00,  2.20it/s]\nEpoch 0: |          | 6732/? [50:53<00:00,  2.20it/s]\nEpoch 0: |          | 6732/? [50:53<00:00,  2.20it/s]\nEpoch 0: |          | 6733/? [50:54<00:00,  2.20it/s]\nEpoch 0: |          | 6733/? [50:54<00:00,  2.20it/s]\nEpoch 0: |          | 6734/? [50:54<00:00,  2.20it/s]\nEpoch 0: |          | 6734/? [50:54<00:00,  2.20it/s]\nEpoch 0: |          | 6735/? [50:54<00:00,  2.20it/s]\nEpoch 0: |          | 6735/? [50:54<00:00,  2.20it/s]\nEpoch 0: |          | 6736/? [50:55<00:00,  2.20it/s]\nEpoch 0: |          | 6736/? [50:55<00:00,  2.20it/s]\nEpoch 0: |          | 6737/? [50:55<00:00,  2.20it/s]\nEpoch 0: |          | 6737/? [50:55<00:00,  2.20it/s]\nEpoch 0: |          | 6738/? [50:55<00:00,  2.20it/s]\nEpoch 0: |          | 6738/? [50:55<00:00,  2.20it/s]\nEpoch 0: |          | 6739/? [50:56<00:00,  2.21it/s]\nEpoch 0: |          | 6739/? [50:56<00:00,  2.21it/s]\nEpoch 0: |          | 6740/? [50:56<00:00,  2.21it/s]\nEpoch 0: |          | 6740/? [50:56<00:00,  2.21it/s]\nEpoch 0: |          | 6741/? [50:56<00:00,  2.21it/s]\nEpoch 0: |          | 6741/? [50:56<00:00,  2.21it/s]\nEpoch 0: |          | 6742/? [50:57<00:00,  2.21it/s]\nEpoch 0: |          | 6742/? [50:57<00:00,  2.21it/s]\nEpoch 0: |          | 6743/? [50:57<00:00,  2.21it/s]\nEpoch 0: |          | 6743/? [50:57<00:00,  2.21it/s]\nEpoch 0: |          | 6744/? [50:57<00:00,  2.21it/s]\nEpoch 0: |          | 6744/? [50:57<00:00,  2.21it/s]\nEpoch 0: |          | 6745/? [50:58<00:00,  2.21it/s]\nEpoch 0: |          | 6745/? [50:58<00:00,  2.21it/s]\nEpoch 0: |          | 6746/? [50:58<00:00,  2.21it/s]\nEpoch 0: |          | 6746/? [50:58<00:00,  2.21it/s]\nEpoch 0: |          | 6747/? [50:59<00:00,  2.21it/s]\nEpoch 0: |          | 6747/? [50:59<00:00,  2.21it/s]\nEpoch 0: |          | 6748/? [50:59<00:00,  2.21it/s]\nEpoch 0: |          | 6748/? [50:59<00:00,  2.21it/s]\nEpoch 0: |          | 6749/? [50:59<00:00,  2.21it/s]\nEpoch 0: |          | 6749/? [50:59<00:00,  2.21it/s]\nEpoch 0: |          | 6750/? [51:00<00:00,  2.21it/s]\nEpoch 0: |          | 6750/? [51:00<00:00,  2.21it/s]\nEpoch 0: |          | 6751/? [51:00<00:00,  2.21it/s]\nEpoch 0: |          | 6751/? [51:00<00:00,  2.21it/s]\nEpoch 0: |          | 6752/? [51:00<00:00,  2.21it/s]\nEpoch 0: |          | 6752/? [51:00<00:00,  2.21it/s]\nEpoch 0: |          | 6753/? [51:01<00:00,  2.21it/s]\nEpoch 0: |          | 6753/? [51:01<00:00,  2.21it/s]\nEpoch 0: |          | 6754/? [51:01<00:00,  2.21it/s]\nEpoch 0: |          | 6754/? [51:01<00:00,  2.21it/s]\nEpoch 0: |          | 6755/? [51:01<00:00,  2.21it/s]\nEpoch 0: |          | 6755/? [51:01<00:00,  2.21it/s]\nEpoch 0: |          | 6756/? [51:02<00:00,  2.21it/s]\nEpoch 0: |          | 6756/? [51:02<00:00,  2.21it/s]\nEpoch 0: |          | 6757/? [51:02<00:00,  2.21it/s]\nEpoch 0: |          | 6757/? [51:02<00:00,  2.21it/s]\nEpoch 0: |          | 6758/? [51:02<00:00,  2.21it/s]\nEpoch 0: |          | 6758/? [51:02<00:00,  2.21it/s]\nEpoch 0: |          | 6759/? [51:03<00:00,  2.21it/s]\nEpoch 0: |          | 6759/? [51:03<00:00,  2.21it/s]\nEpoch 0: |          | 6760/? [51:03<00:00,  2.21it/s]\nEpoch 0: |          | 6760/? [51:03<00:00,  2.21it/s]\nEpoch 0: |          | 6761/? [51:04<00:00,  2.21it/s]\nEpoch 0: |          | 6761/? [51:04<00:00,  2.21it/s]\nEpoch 0: |          | 6762/? [51:04<00:00,  2.21it/s]\nEpoch 0: |          | 6762/? [51:04<00:00,  2.21it/s]\nEpoch 0: |          | 6763/? [51:04<00:00,  2.21it/s]\nEpoch 0: |          | 6763/? [51:04<00:00,  2.21it/s]\nEpoch 0: |          | 6764/? [51:05<00:00,  2.21it/s]\nEpoch 0: |          | 6764/? [51:05<00:00,  2.21it/s]\nEpoch 0: |          | 6765/? [51:05<00:00,  2.21it/s]\nEpoch 0: |          | 6765/? [51:05<00:00,  2.21it/s]\nEpoch 0: |          | 6766/? [51:05<00:00,  2.21it/s]\nEpoch 0: |          | 6766/? [51:05<00:00,  2.21it/s]\nEpoch 0: |          | 6767/? [51:06<00:00,  2.21it/s]\nEpoch 0: |          | 6767/? [51:06<00:00,  2.21it/s]\nEpoch 0: |          | 6768/? [51:06<00:00,  2.21it/s]\nEpoch 0: |          | 6768/? [51:06<00:00,  2.21it/s]\nEpoch 0: |          | 6769/? [51:06<00:00,  2.21it/s]\nEpoch 0: |          | 6769/? [51:06<00:00,  2.21it/s]\nEpoch 0: |          | 6770/? [51:07<00:00,  2.21it/s]\nEpoch 0: |          | 6770/? [51:07<00:00,  2.21it/s]\nEpoch 0: |          | 6771/? [51:07<00:00,  2.21it/s]\nEpoch 0: |          | 6771/? [51:07<00:00,  2.21it/s]\nEpoch 0: |          | 6772/? [51:07<00:00,  2.21it/s]\nEpoch 0: |          | 6772/? [51:07<00:00,  2.21it/s]\nEpoch 0: |          | 6773/? [51:08<00:00,  2.21it/s]\nEpoch 0: |          | 6773/? [51:08<00:00,  2.21it/s]\nEpoch 0: |          | 6774/? [51:08<00:00,  2.21it/s]\nEpoch 0: |          | 6774/? [51:08<00:00,  2.21it/s]\nEpoch 0: |          | 6775/? [51:08<00:00,  2.21it/s]\nEpoch 0: |          | 6775/? [51:08<00:00,  2.21it/s]\nEpoch 0: |          | 6776/? [51:09<00:00,  2.21it/s]\nEpoch 0: |          | 6776/? [51:09<00:00,  2.21it/s]\nEpoch 0: |          | 6777/? [51:09<00:00,  2.21it/s]\nEpoch 0: |          | 6777/? [51:09<00:00,  2.21it/s]\nEpoch 0: |          | 6778/? [51:09<00:00,  2.21it/s]\nEpoch 0: |          | 6778/? [51:09<00:00,  2.21it/s]\nEpoch 0: |          | 6779/? [51:10<00:00,  2.21it/s]\nEpoch 0: |          | 6779/? [51:10<00:00,  2.21it/s]\nEpoch 0: |          | 6780/? [51:10<00:00,  2.21it/s]\nEpoch 0: |          | 6780/? [51:10<00:00,  2.21it/s]\nEpoch 0: |          | 6781/? [51:11<00:00,  2.21it/s]\nEpoch 0: |          | 6781/? [51:11<00:00,  2.21it/s]\nEpoch 0: |          | 6782/? [51:11<00:00,  2.21it/s]\nEpoch 0: |          | 6782/? [51:11<00:00,  2.21it/s]\nEpoch 0: |          | 6783/? [51:11<00:00,  2.21it/s]\nEpoch 0: |          | 6783/? [51:11<00:00,  2.21it/s]\nEpoch 0: |          | 6784/? [51:12<00:00,  2.21it/s]\nEpoch 0: |          | 6784/? [51:12<00:00,  2.21it/s]\nEpoch 0: |          | 6785/? [51:12<00:00,  2.21it/s]\nEpoch 0: |          | 6785/? [51:12<00:00,  2.21it/s]\nEpoch 0: |          | 6786/? [51:12<00:00,  2.21it/s]\nEpoch 0: |          | 6786/? [51:12<00:00,  2.21it/s]\nEpoch 0: |          | 6787/? [51:13<00:00,  2.21it/s]\nEpoch 0: |          | 6787/? [51:13<00:00,  2.21it/s]\nEpoch 0: |          | 6788/? [51:13<00:00,  2.21it/s]\nEpoch 0: |          | 6788/? [51:13<00:00,  2.21it/s]\nEpoch 0: |          | 6789/? [51:14<00:00,  2.21it/s]\nEpoch 0: |          | 6789/? [51:14<00:00,  2.21it/s]\nEpoch 0: |          | 6790/? [51:14<00:00,  2.21it/s]\nEpoch 0: |          | 6790/? [51:14<00:00,  2.21it/s]\nEpoch 0: |          | 6791/? [51:14<00:00,  2.21it/s]\nEpoch 0: |          | 6791/? [51:14<00:00,  2.21it/s]\nEpoch 0: |          | 6792/? [51:15<00:00,  2.21it/s]\nEpoch 0: |          | 6792/? [51:15<00:00,  2.21it/s]\nEpoch 0: |          | 6793/? [51:15<00:00,  2.21it/s]\nEpoch 0: |          | 6793/? [51:15<00:00,  2.21it/s]\nEpoch 0: |          | 6794/? [51:15<00:00,  2.21it/s]\nEpoch 0: |          | 6794/? [51:15<00:00,  2.21it/s]\nEpoch 0: |          | 6795/? [51:16<00:00,  2.21it/s]\nEpoch 0: |          | 6795/? [51:16<00:00,  2.21it/s]\nEpoch 0: |          | 6796/? [51:16<00:00,  2.21it/s]\nEpoch 0: |          | 6796/? [51:16<00:00,  2.21it/s]\nEpoch 0: |          | 6797/? [51:16<00:00,  2.21it/s]\nEpoch 0: |          | 6797/? [51:16<00:00,  2.21it/s]\nEpoch 0: |          | 6798/? [51:17<00:00,  2.21it/s]\nEpoch 0: |          | 6798/? [51:17<00:00,  2.21it/s]\nEpoch 0: |          | 6799/? [51:17<00:00,  2.21it/s]\nEpoch 0: |          | 6799/? [51:17<00:00,  2.21it/s]\nEpoch 0: |          | 6800/? [51:17<00:00,  2.21it/s]\nEpoch 0: |          | 6800/? [51:17<00:00,  2.21it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.38it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.90it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.71it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.52it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 6800/? [51:18<00:00,  2.21it/s]\nEpoch 0: |          | 6801/? [51:18<00:00,  2.21it/s]\nEpoch 0: |          | 6801/? [51:18<00:00,  2.21it/s]\nEpoch 0: |          | 6802/? [51:19<00:00,  2.21it/s]\nEpoch 0: |          | 6802/? [51:19<00:00,  2.21it/s]\nEpoch 0: |          | 6803/? [51:19<00:00,  2.21it/s]\nEpoch 0: |          | 6803/? [51:19<00:00,  2.21it/s]\nEpoch 0: |          | 6804/? [51:19<00:00,  2.21it/s]\nEpoch 0: |          | 6804/? [51:19<00:00,  2.21it/s]\nEpoch 0: |          | 6805/? [51:20<00:00,  2.21it/s]\nEpoch 0: |          | 6805/? [51:20<00:00,  2.21it/s]\nEpoch 0: |          | 6806/? [51:20<00:00,  2.21it/s]\nEpoch 0: |          | 6806/? [51:20<00:00,  2.21it/s]\nEpoch 0: |          | 6807/? [51:20<00:00,  2.21it/s]\nEpoch 0: |          | 6807/? [51:20<00:00,  2.21it/s]\nEpoch 0: |          | 6808/? [51:21<00:00,  2.21it/s]\nEpoch 0: |          | 6808/? [51:21<00:00,  2.21it/s]\nEpoch 0: |          | 6809/? [51:21<00:00,  2.21it/s]\nEpoch 0: |          | 6809/? [51:21<00:00,  2.21it/s]\nEpoch 0: |          | 6810/? [51:21<00:00,  2.21it/s]\nEpoch 0: |          | 6810/? [51:21<00:00,  2.21it/s]\nEpoch 0: |          | 6811/? [51:22<00:00,  2.21it/s]\nEpoch 0: |          | 6811/? [51:22<00:00,  2.21it/s]\nEpoch 0: |          | 6812/? [51:22<00:00,  2.21it/s]\nEpoch 0: |          | 6812/? [51:22<00:00,  2.21it/s]\nEpoch 0: |          | 6813/? [51:23<00:00,  2.21it/s]\nEpoch 0: |          | 6813/? [51:23<00:00,  2.21it/s]\nEpoch 0: |          | 6814/? [51:23<00:00,  2.21it/s]\nEpoch 0: |          | 6814/? [51:23<00:00,  2.21it/s]\nEpoch 0: |          | 6815/? [51:23<00:00,  2.21it/s]\nEpoch 0: |          | 6815/? [51:23<00:00,  2.21it/s]\nEpoch 0: |          | 6816/? [51:24<00:00,  2.21it/s]\nEpoch 0: |          | 6816/? [51:24<00:00,  2.21it/s]\nEpoch 0: |          | 6817/? [51:24<00:00,  2.21it/s]\nEpoch 0: |          | 6817/? [51:24<00:00,  2.21it/s]\nEpoch 0: |          | 6818/? [51:24<00:00,  2.21it/s]\nEpoch 0: |          | 6818/? [51:24<00:00,  2.21it/s]\nEpoch 0: |          | 6819/? [51:25<00:00,  2.21it/s]\nEpoch 0: |          | 6819/? [51:25<00:00,  2.21it/s]\nEpoch 0: |          | 6820/? [51:25<00:00,  2.21it/s]\nEpoch 0: |          | 6820/? [51:25<00:00,  2.21it/s]\nEpoch 0: |          | 6821/? [51:26<00:00,  2.21it/s]\nEpoch 0: |          | 6821/? [51:26<00:00,  2.21it/s]\nEpoch 0: |          | 6822/? [51:26<00:00,  2.21it/s]\nEpoch 0: |          | 6822/? [51:26<00:00,  2.21it/s]\nEpoch 0: |          | 6823/? [51:26<00:00,  2.21it/s]\nEpoch 0: |          | 6823/? [51:26<00:00,  2.21it/s]\nEpoch 0: |          | 6824/? [51:27<00:00,  2.21it/s]\nEpoch 0: |          | 6824/? [51:27<00:00,  2.21it/s]\nEpoch 0: |          | 6825/? [51:27<00:00,  2.21it/s]\nEpoch 0: |          | 6825/? [51:27<00:00,  2.21it/s]\nEpoch 0: |          | 6826/? [51:27<00:00,  2.21it/s]\nEpoch 0: |          | 6826/? [51:27<00:00,  2.21it/s]\nEpoch 0: |          | 6827/? [51:28<00:00,  2.21it/s]\nEpoch 0: |          | 6827/? [51:28<00:00,  2.21it/s]\nEpoch 0: |          | 6828/? [51:28<00:00,  2.21it/s]\nEpoch 0: |          | 6828/? [51:28<00:00,  2.21it/s]\nEpoch 0: |          | 6829/? [51:28<00:00,  2.21it/s]\nEpoch 0: |          | 6829/? [51:28<00:00,  2.21it/s]\nEpoch 0: |          | 6830/? [51:29<00:00,  2.21it/s]\nEpoch 0: |          | 6830/? [51:29<00:00,  2.21it/s]\nEpoch 0: |          | 6831/? [51:29<00:00,  2.21it/s]\nEpoch 0: |          | 6831/? [51:29<00:00,  2.21it/s]\nEpoch 0: |          | 6832/? [51:29<00:00,  2.21it/s]\nEpoch 0: |          | 6832/? [51:29<00:00,  2.21it/s]\nEpoch 0: |          | 6833/? [51:30<00:00,  2.21it/s]\nEpoch 0: |          | 6833/? [51:30<00:00,  2.21it/s]\nEpoch 0: |          | 6834/? [51:30<00:00,  2.21it/s]\nEpoch 0: |          | 6834/? [51:30<00:00,  2.21it/s]\nEpoch 0: |          | 6835/? [51:30<00:00,  2.21it/s]\nEpoch 0: |          | 6835/? [51:30<00:00,  2.21it/s]\nEpoch 0: |          | 6836/? [51:31<00:00,  2.21it/s]\nEpoch 0: |          | 6836/? [51:31<00:00,  2.21it/s]\nEpoch 0: |          | 6837/? [51:31<00:00,  2.21it/s]\nEpoch 0: |          | 6837/? [51:31<00:00,  2.21it/s]\nEpoch 0: |          | 6838/? [51:32<00:00,  2.21it/s]\nEpoch 0: |          | 6838/? [51:32<00:00,  2.21it/s]\nEpoch 0: |          | 6839/? [51:32<00:00,  2.21it/s]\nEpoch 0: |          | 6839/? [51:32<00:00,  2.21it/s]\nEpoch 0: |          | 6840/? [51:32<00:00,  2.21it/s]\nEpoch 0: |          | 6840/? [51:32<00:00,  2.21it/s]\nEpoch 0: |          | 6841/? [51:33<00:00,  2.21it/s]\nEpoch 0: |          | 6841/? [51:33<00:00,  2.21it/s]\nEpoch 0: |          | 6842/? [51:33<00:00,  2.21it/s]\nEpoch 0: |          | 6842/? [51:33<00:00,  2.21it/s]\nEpoch 0: |          | 6843/? [51:33<00:00,  2.21it/s]\nEpoch 0: |          | 6843/? [51:33<00:00,  2.21it/s]\nEpoch 0: |          | 6844/? [51:34<00:00,  2.21it/s]\nEpoch 0: |          | 6844/? [51:34<00:00,  2.21it/s]\nEpoch 0: |          | 6845/? [51:34<00:00,  2.21it/s]\nEpoch 0: |          | 6845/? [51:34<00:00,  2.21it/s]\nEpoch 0: |          | 6846/? [51:34<00:00,  2.21it/s]\nEpoch 0: |          | 6846/? [51:34<00:00,  2.21it/s]\nEpoch 0: |          | 6847/? [51:35<00:00,  2.21it/s]\nEpoch 0: |          | 6847/? [51:35<00:00,  2.21it/s]\nEpoch 0: |          | 6848/? [51:35<00:00,  2.21it/s]\nEpoch 0: |          | 6848/? [51:35<00:00,  2.21it/s]\nEpoch 0: |          | 6849/? [51:35<00:00,  2.21it/s]\nEpoch 0: |          | 6849/? [51:35<00:00,  2.21it/s]\nEpoch 0: |          | 6850/? [51:36<00:00,  2.21it/s]\nEpoch 0: |          | 6850/? [51:36<00:00,  2.21it/s]\nEpoch 0: |          | 6851/? [51:36<00:00,  2.21it/s]\nEpoch 0: |          | 6851/? [51:36<00:00,  2.21it/s]\nEpoch 0: |          | 6852/? [51:37<00:00,  2.21it/s]\nEpoch 0: |          | 6852/? [51:37<00:00,  2.21it/s]\nEpoch 0: |          | 6853/? [51:37<00:00,  2.21it/s]\nEpoch 0: |          | 6853/? [51:37<00:00,  2.21it/s]\nEpoch 0: |          | 6854/? [51:37<00:00,  2.21it/s]\nEpoch 0: |          | 6854/? [51:37<00:00,  2.21it/s]\nEpoch 0: |          | 6855/? [51:38<00:00,  2.21it/s]\nEpoch 0: |          | 6855/? [51:38<00:00,  2.21it/s]\nEpoch 0: |          | 6856/? [51:38<00:00,  2.21it/s]\nEpoch 0: |          | 6856/? [51:38<00:00,  2.21it/s]\nEpoch 0: |          | 6857/? [51:38<00:00,  2.21it/s]\nEpoch 0: |          | 6857/? [51:38<00:00,  2.21it/s]\nEpoch 0: |          | 6858/? [51:39<00:00,  2.21it/s]\nEpoch 0: |          | 6858/? [51:39<00:00,  2.21it/s]\nEpoch 0: |          | 6859/? [51:39<00:00,  2.21it/s]\nEpoch 0: |          | 6859/? [51:39<00:00,  2.21it/s]\nEpoch 0: |          | 6860/? [51:39<00:00,  2.21it/s]\nEpoch 0: |          | 6860/? [51:39<00:00,  2.21it/s]\nEpoch 0: |          | 6861/? [51:40<00:00,  2.21it/s]\nEpoch 0: |          | 6861/? [51:40<00:00,  2.21it/s]\nEpoch 0: |          | 6862/? [51:40<00:00,  2.21it/s]\nEpoch 0: |          | 6862/? [51:40<00:00,  2.21it/s]\nEpoch 0: |          | 6863/? [51:40<00:00,  2.21it/s]\nEpoch 0: |          | 6863/? [51:40<00:00,  2.21it/s]\nEpoch 0: |          | 6864/? [51:41<00:00,  2.21it/s]\nEpoch 0: |          | 6864/? [51:41<00:00,  2.21it/s]\nEpoch 0: |          | 6865/? [51:41<00:00,  2.21it/s]\nEpoch 0: |          | 6865/? [51:41<00:00,  2.21it/s]\nEpoch 0: |          | 6866/? [51:41<00:00,  2.21it/s]\nEpoch 0: |          | 6866/? [51:41<00:00,  2.21it/s]\nEpoch 0: |          | 6867/? [51:42<00:00,  2.21it/s]\nEpoch 0: |          | 6867/? [51:42<00:00,  2.21it/s]\nEpoch 0: |          | 6868/? [51:42<00:00,  2.21it/s]\nEpoch 0: |          | 6868/? [51:42<00:00,  2.21it/s]\nEpoch 0: |          | 6869/? [51:43<00:00,  2.21it/s]\nEpoch 0: |          | 6869/? [51:43<00:00,  2.21it/s]\nEpoch 0: |          | 6870/? [51:43<00:00,  2.21it/s]\nEpoch 0: |          | 6870/? [51:43<00:00,  2.21it/s]\nEpoch 0: |          | 6871/? [51:43<00:00,  2.21it/s]\nEpoch 0: |          | 6871/? [51:43<00:00,  2.21it/s]\nEpoch 0: |          | 6872/? [51:44<00:00,  2.21it/s]\nEpoch 0: |          | 6872/? [51:44<00:00,  2.21it/s]\nEpoch 0: |          | 6873/? [51:44<00:00,  2.21it/s]\nEpoch 0: |          | 6873/? [51:44<00:00,  2.21it/s]\nEpoch 0: |          | 6874/? [51:44<00:00,  2.21it/s]\nEpoch 0: |          | 6874/? [51:44<00:00,  2.21it/s]\nEpoch 0: |          | 6875/? [51:45<00:00,  2.21it/s]\nEpoch 0: |          | 6875/? [51:45<00:00,  2.21it/s]\nEpoch 0: |          | 6876/? [51:45<00:00,  2.21it/s]\nEpoch 0: |          | 6876/? [51:45<00:00,  2.21it/s]\nEpoch 0: |          | 6877/? [51:45<00:00,  2.21it/s]\nEpoch 0: |          | 6877/? [51:45<00:00,  2.21it/s]\nEpoch 0: |          | 6878/? [51:46<00:00,  2.21it/s]\nEpoch 0: |          | 6878/? [51:46<00:00,  2.21it/s]\nEpoch 0: |          | 6879/? [51:46<00:00,  2.21it/s]\nEpoch 0: |          | 6879/? [51:46<00:00,  2.21it/s]\nEpoch 0: |          | 6880/? [51:46<00:00,  2.21it/s]\nEpoch 0: |          | 6880/? [51:46<00:00,  2.21it/s]\nEpoch 0: |          | 6881/? [51:47<00:00,  2.21it/s]\nEpoch 0: |          | 6881/? [51:47<00:00,  2.21it/s]\nEpoch 0: |          | 6882/? [51:47<00:00,  2.21it/s]\nEpoch 0: |          | 6882/? [51:47<00:00,  2.21it/s]\nEpoch 0: |          | 6883/? [51:48<00:00,  2.21it/s]\nEpoch 0: |          | 6883/? [51:48<00:00,  2.21it/s]\nEpoch 0: |          | 6884/? [51:48<00:00,  2.21it/s]\nEpoch 0: |          | 6884/? [51:48<00:00,  2.21it/s]\nEpoch 0: |          | 6885/? [51:48<00:00,  2.21it/s]\nEpoch 0: |          | 6885/? [51:48<00:00,  2.21it/s]\nEpoch 0: |          | 6886/? [51:49<00:00,  2.21it/s]\nEpoch 0: |          | 6886/? [51:49<00:00,  2.21it/s]\nEpoch 0: |          | 6887/? [51:49<00:00,  2.21it/s]\nEpoch 0: |          | 6887/? [51:49<00:00,  2.21it/s]\nEpoch 0: |          | 6888/? [51:49<00:00,  2.21it/s]\nEpoch 0: |          | 6888/? [51:49<00:00,  2.21it/s]\nEpoch 0: |          | 6889/? [51:50<00:00,  2.21it/s]\nEpoch 0: |          | 6889/? [51:50<00:00,  2.21it/s]\nEpoch 0: |          | 6890/? [51:50<00:00,  2.22it/s]\nEpoch 0: |          | 6890/? [51:50<00:00,  2.22it/s]\nEpoch 0: |          | 6891/? [51:50<00:00,  2.22it/s]\nEpoch 0: |          | 6891/? [51:50<00:00,  2.22it/s]\nEpoch 0: |          | 6892/? [51:51<00:00,  2.22it/s]\nEpoch 0: |          | 6892/? [51:51<00:00,  2.22it/s]\nEpoch 0: |          | 6893/? [51:51<00:00,  2.22it/s]\nEpoch 0: |          | 6893/? [51:51<00:00,  2.22it/s]\nEpoch 0: |          | 6894/? [51:51<00:00,  2.22it/s]\nEpoch 0: |          | 6894/? [51:51<00:00,  2.22it/s]\nEpoch 0: |          | 6895/? [51:52<00:00,  2.22it/s]\nEpoch 0: |          | 6895/? [51:52<00:00,  2.22it/s]\nEpoch 0: |          | 6896/? [51:52<00:00,  2.22it/s]\nEpoch 0: |          | 6896/? [51:52<00:00,  2.22it/s]\nEpoch 0: |          | 6897/? [51:53<00:00,  2.22it/s]\nEpoch 0: |          | 6897/? [51:53<00:00,  2.22it/s]\nEpoch 0: |          | 6898/? [51:53<00:00,  2.22it/s]\nEpoch 0: |          | 6898/? [51:53<00:00,  2.22it/s]\nEpoch 0: |          | 6899/? [51:53<00:00,  2.22it/s]\nEpoch 0: |          | 6899/? [51:53<00:00,  2.22it/s]\nEpoch 0: |          | 6900/? [51:54<00:00,  2.22it/s]\nEpoch 0: |          | 6900/? [51:54<00:00,  2.22it/s]\nEpoch 0: |          | 6901/? [51:54<00:00,  2.22it/s]\nEpoch 0: |          | 6901/? [51:54<00:00,  2.22it/s]\nEpoch 0: |          | 6902/? [51:54<00:00,  2.22it/s]\nEpoch 0: |          | 6902/? [51:54<00:00,  2.22it/s]\nEpoch 0: |          | 6903/? [51:55<00:00,  2.22it/s]\nEpoch 0: |          | 6903/? [51:55<00:00,  2.22it/s]\nEpoch 0: |          | 6904/? [51:55<00:00,  2.22it/s]\nEpoch 0: |          | 6904/? [51:55<00:00,  2.22it/s]\nEpoch 0: |          | 6905/? [51:56<00:00,  2.22it/s]\nEpoch 0: |          | 6905/? [51:56<00:00,  2.22it/s]\nEpoch 0: |          | 6906/? [51:56<00:00,  2.22it/s]\nEpoch 0: |          | 6906/? [51:56<00:00,  2.22it/s]\nEpoch 0: |          | 6907/? [51:56<00:00,  2.22it/s]\nEpoch 0: |          | 6907/? [51:56<00:00,  2.22it/s]\nEpoch 0: |          | 6908/? [51:57<00:00,  2.22it/s]\nEpoch 0: |          | 6908/? [51:57<00:00,  2.22it/s]\nEpoch 0: |          | 6909/? [51:57<00:00,  2.22it/s]\nEpoch 0: |          | 6909/? [51:57<00:00,  2.22it/s]\nEpoch 0: |          | 6910/? [51:57<00:00,  2.22it/s]\nEpoch 0: |          | 6910/? [51:57<00:00,  2.22it/s]\nEpoch 0: |          | 6911/? [51:58<00:00,  2.22it/s]\nEpoch 0: |          | 6911/? [51:58<00:00,  2.22it/s]\nEpoch 0: |          | 6912/? [51:58<00:00,  2.22it/s]\nEpoch 0: |          | 6912/? [51:58<00:00,  2.22it/s]\nEpoch 0: |          | 6913/? [51:58<00:00,  2.22it/s]\nEpoch 0: |          | 6913/? [51:58<00:00,  2.22it/s]\nEpoch 0: |          | 6914/? [51:59<00:00,  2.22it/s]\nEpoch 0: |          | 6914/? [51:59<00:00,  2.22it/s]\nEpoch 0: |          | 6915/? [51:59<00:00,  2.22it/s]\nEpoch 0: |          | 6915/? [51:59<00:00,  2.22it/s]\nEpoch 0: |          | 6916/? [51:59<00:00,  2.22it/s]\nEpoch 0: |          | 6916/? [51:59<00:00,  2.22it/s]\nEpoch 0: |          | 6917/? [52:00<00:00,  2.22it/s]\nEpoch 0: |          | 6917/? [52:00<00:00,  2.22it/s]\nEpoch 0: |          | 6918/? [52:00<00:00,  2.22it/s]\nEpoch 0: |          | 6918/? [52:00<00:00,  2.22it/s]\nEpoch 0: |          | 6919/? [52:01<00:00,  2.22it/s]\nEpoch 0: |          | 6919/? [52:01<00:00,  2.22it/s]\nEpoch 0: |          | 6920/? [52:01<00:00,  2.22it/s]\nEpoch 0: |          | 6920/? [52:01<00:00,  2.22it/s]\nEpoch 0: |          | 6921/? [52:01<00:00,  2.22it/s]\nEpoch 0: |          | 6921/? [52:01<00:00,  2.22it/s]\nEpoch 0: |          | 6922/? [52:02<00:00,  2.22it/s]\nEpoch 0: |          | 6922/? [52:02<00:00,  2.22it/s]\nEpoch 0: |          | 6923/? [52:02<00:00,  2.22it/s]\nEpoch 0: |          | 6923/? [52:02<00:00,  2.22it/s]\nEpoch 0: |          | 6924/? [52:02<00:00,  2.22it/s]\nEpoch 0: |          | 6924/? [52:02<00:00,  2.22it/s]\nEpoch 0: |          | 6925/? [52:03<00:00,  2.22it/s]\nEpoch 0: |          | 6925/? [52:03<00:00,  2.22it/s]\nEpoch 0: |          | 6926/? [52:03<00:00,  2.22it/s]\nEpoch 0: |          | 6926/? [52:03<00:00,  2.22it/s]\nEpoch 0: |          | 6927/? [52:03<00:00,  2.22it/s]\nEpoch 0: |          | 6927/? [52:03<00:00,  2.22it/s]\nEpoch 0: |          | 6928/? [52:04<00:00,  2.22it/s]\nEpoch 0: |          | 6928/? [52:04<00:00,  2.22it/s]\nEpoch 0: |          | 6929/? [52:04<00:00,  2.22it/s]\nEpoch 0: |          | 6929/? [52:04<00:00,  2.22it/s]\nEpoch 0: |          | 6930/? [52:04<00:00,  2.22it/s]\nEpoch 0: |          | 6930/? [52:04<00:00,  2.22it/s]\nEpoch 0: |          | 6931/? [52:05<00:00,  2.22it/s]\nEpoch 0: |          | 6931/? [52:05<00:00,  2.22it/s]\nEpoch 0: |          | 6932/? [52:05<00:00,  2.22it/s]\nEpoch 0: |          | 6932/? [52:05<00:00,  2.22it/s]\nEpoch 0: |          | 6933/? [52:06<00:00,  2.22it/s]\nEpoch 0: |          | 6933/? [52:06<00:00,  2.22it/s]\nEpoch 0: |          | 6934/? [52:06<00:00,  2.22it/s]\nEpoch 0: |          | 6934/? [52:06<00:00,  2.22it/s]\nEpoch 0: |          | 6935/? [52:06<00:00,  2.22it/s]\nEpoch 0: |          | 6935/? [52:06<00:00,  2.22it/s]\nEpoch 0: |          | 6936/? [52:07<00:00,  2.22it/s]\nEpoch 0: |          | 6936/? [52:07<00:00,  2.22it/s]\nEpoch 0: |          | 6937/? [52:07<00:00,  2.22it/s]\nEpoch 0: |          | 6937/? [52:07<00:00,  2.22it/s]\nEpoch 0: |          | 6938/? [52:07<00:00,  2.22it/s]\nEpoch 0: |          | 6938/? [52:07<00:00,  2.22it/s]\nEpoch 0: |          | 6939/? [52:08<00:00,  2.22it/s]\nEpoch 0: |          | 6939/? [52:08<00:00,  2.22it/s]\nEpoch 0: |          | 6940/? [52:08<00:00,  2.22it/s]\nEpoch 0: |          | 6940/? [52:08<00:00,  2.22it/s]\nEpoch 0: |          | 6941/? [52:08<00:00,  2.22it/s]\nEpoch 0: |          | 6941/? [52:08<00:00,  2.22it/s]\nEpoch 0: |          | 6942/? [52:09<00:00,  2.22it/s]\nEpoch 0: |          | 6942/? [52:09<00:00,  2.22it/s]\nEpoch 0: |          | 6943/? [52:09<00:00,  2.22it/s]\nEpoch 0: |          | 6943/? [52:09<00:00,  2.22it/s]\nEpoch 0: |          | 6944/? [52:09<00:00,  2.22it/s]\nEpoch 0: |          | 6944/? [52:09<00:00,  2.22it/s]\nEpoch 0: |          | 6945/? [52:10<00:00,  2.22it/s]\nEpoch 0: |          | 6945/? [52:10<00:00,  2.22it/s]\nEpoch 0: |          | 6946/? [52:10<00:00,  2.22it/s]\nEpoch 0: |          | 6946/? [52:10<00:00,  2.22it/s]\nEpoch 0: |          | 6947/? [52:11<00:00,  2.22it/s]\nEpoch 0: |          | 6947/? [52:11<00:00,  2.22it/s]\nEpoch 0: |          | 6948/? [52:11<00:00,  2.22it/s]\nEpoch 0: |          | 6948/? [52:11<00:00,  2.22it/s]\nEpoch 0: |          | 6949/? [52:11<00:00,  2.22it/s]\nEpoch 0: |          | 6949/? [52:11<00:00,  2.22it/s]\nEpoch 0: |          | 6950/? [52:12<00:00,  2.22it/s]\nEpoch 0: |          | 6950/? [52:12<00:00,  2.22it/s]\nEpoch 0: |          | 6951/? [52:12<00:00,  2.22it/s]\nEpoch 0: |          | 6951/? [52:12<00:00,  2.22it/s]\nEpoch 0: |          | 6952/? [52:12<00:00,  2.22it/s]\nEpoch 0: |          | 6952/? [52:12<00:00,  2.22it/s]\nEpoch 0: |          | 6953/? [52:13<00:00,  2.22it/s]\nEpoch 0: |          | 6953/? [52:13<00:00,  2.22it/s]\nEpoch 0: |          | 6954/? [52:13<00:00,  2.22it/s]\nEpoch 0: |          | 6954/? [52:13<00:00,  2.22it/s]\nEpoch 0: |          | 6955/? [52:13<00:00,  2.22it/s]\nEpoch 0: |          | 6955/? [52:13<00:00,  2.22it/s]\nEpoch 0: |          | 6956/? [52:14<00:00,  2.22it/s]\nEpoch 0: |          | 6956/? [52:14<00:00,  2.22it/s]\nEpoch 0: |          | 6957/? [52:14<00:00,  2.22it/s]\nEpoch 0: |          | 6957/? [52:14<00:00,  2.22it/s]\nEpoch 0: |          | 6958/? [52:14<00:00,  2.22it/s]\nEpoch 0: |          | 6958/? [52:14<00:00,  2.22it/s]\nEpoch 0: |          | 6959/? [52:15<00:00,  2.22it/s]\nEpoch 0: |          | 6959/? [52:15<00:00,  2.22it/s]\nEpoch 0: |          | 6960/? [52:15<00:00,  2.22it/s]\nEpoch 0: |          | 6960/? [52:15<00:00,  2.22it/s]\nEpoch 0: |          | 6961/? [52:15<00:00,  2.22it/s]\nEpoch 0: |          | 6961/? [52:15<00:00,  2.22it/s]\nEpoch 0: |          | 6962/? [52:16<00:00,  2.22it/s]\nEpoch 0: |          | 6962/? [52:16<00:00,  2.22it/s]\nEpoch 0: |          | 6963/? [52:16<00:00,  2.22it/s]\nEpoch 0: |          | 6963/? [52:16<00:00,  2.22it/s]\nEpoch 0: |          | 6964/? [52:17<00:00,  2.22it/s]\nEpoch 0: |          | 6964/? [52:17<00:00,  2.22it/s]\nEpoch 0: |          | 6965/? [52:17<00:00,  2.22it/s]\nEpoch 0: |          | 6965/? [52:17<00:00,  2.22it/s]\nEpoch 0: |          | 6966/? [52:17<00:00,  2.22it/s]\nEpoch 0: |          | 6966/? [52:17<00:00,  2.22it/s]\nEpoch 0: |          | 6967/? [52:18<00:00,  2.22it/s]\nEpoch 0: |          | 6967/? [52:18<00:00,  2.22it/s]\nEpoch 0: |          | 6968/? [52:18<00:00,  2.22it/s]\nEpoch 0: |          | 6968/? [52:18<00:00,  2.22it/s]\nEpoch 0: |          | 6969/? [52:18<00:00,  2.22it/s]\nEpoch 0: |          | 6969/? [52:18<00:00,  2.22it/s]\nEpoch 0: |          | 6970/? [52:19<00:00,  2.22it/s]\nEpoch 0: |          | 6970/? [52:19<00:00,  2.22it/s]\nEpoch 0: |          | 6971/? [52:19<00:00,  2.22it/s]\nEpoch 0: |          | 6971/? [52:19<00:00,  2.22it/s]\nEpoch 0: |          | 6972/? [52:19<00:00,  2.22it/s]\nEpoch 0: |          | 6972/? [52:19<00:00,  2.22it/s]\nEpoch 0: |          | 6973/? [52:20<00:00,  2.22it/s]\nEpoch 0: |          | 6973/? [52:20<00:00,  2.22it/s]\nEpoch 0: |          | 6974/? [52:20<00:00,  2.22it/s]\nEpoch 0: |          | 6974/? [52:20<00:00,  2.22it/s]\nEpoch 0: |          | 6975/? [52:20<00:00,  2.22it/s]\nEpoch 0: |          | 6975/? [52:20<00:00,  2.22it/s]\nEpoch 0: |          | 6976/? [52:21<00:00,  2.22it/s]\nEpoch 0: |          | 6976/? [52:21<00:00,  2.22it/s]\nEpoch 0: |          | 6977/? [52:21<00:00,  2.22it/s]\nEpoch 0: |          | 6977/? [52:21<00:00,  2.22it/s]\nEpoch 0: |          | 6978/? [52:22<00:00,  2.22it/s]\nEpoch 0: |          | 6978/? [52:22<00:00,  2.22it/s]\nEpoch 0: |          | 6979/? [52:22<00:00,  2.22it/s]\nEpoch 0: |          | 6979/? [52:22<00:00,  2.22it/s]\nEpoch 0: |          | 6980/? [52:22<00:00,  2.22it/s]\nEpoch 0: |          | 6980/? [52:22<00:00,  2.22it/s]\nEpoch 0: |          | 6981/? [52:23<00:00,  2.22it/s]\nEpoch 0: |          | 6981/? [52:23<00:00,  2.22it/s]\nEpoch 0: |          | 6982/? [52:23<00:00,  2.22it/s]\nEpoch 0: |          | 6982/? [52:23<00:00,  2.22it/s]\nEpoch 0: |          | 6983/? [52:23<00:00,  2.22it/s]\nEpoch 0: |          | 6983/? [52:23<00:00,  2.22it/s]\nEpoch 0: |          | 6984/? [52:24<00:00,  2.22it/s]\nEpoch 0: |          | 6984/? [52:24<00:00,  2.22it/s]\nEpoch 0: |          | 6985/? [52:24<00:00,  2.22it/s]\nEpoch 0: |          | 6985/? [52:24<00:00,  2.22it/s]\nEpoch 0: |          | 6986/? [52:24<00:00,  2.22it/s]\nEpoch 0: |          | 6986/? [52:24<00:00,  2.22it/s]\nEpoch 0: |          | 6987/? [52:25<00:00,  2.22it/s]\nEpoch 0: |          | 6987/? [52:25<00:00,  2.22it/s]\nEpoch 0: |          | 6988/? [52:25<00:00,  2.22it/s]\nEpoch 0: |          | 6988/? [52:25<00:00,  2.22it/s]\nEpoch 0: |          | 6989/? [52:25<00:00,  2.22it/s]\nEpoch 0: |          | 6989/? [52:25<00:00,  2.22it/s]\nEpoch 0: |          | 6990/? [52:26<00:00,  2.22it/s]\nEpoch 0: |          | 6990/? [52:26<00:00,  2.22it/s]\nEpoch 0: |          | 6991/? [52:26<00:00,  2.22it/s]\nEpoch 0: |          | 6991/? [52:26<00:00,  2.22it/s]\nEpoch 0: |          | 6992/? [52:26<00:00,  2.22it/s]\nEpoch 0: |          | 6992/? [52:26<00:00,  2.22it/s]\nEpoch 0: |          | 6993/? [52:27<00:00,  2.22it/s]\nEpoch 0: |          | 6993/? [52:27<00:00,  2.22it/s]\nEpoch 0: |          | 6994/? [52:27<00:00,  2.22it/s]\nEpoch 0: |          | 6994/? [52:27<00:00,  2.22it/s]\nEpoch 0: |          | 6995/? [52:28<00:00,  2.22it/s]\nEpoch 0: |          | 6995/? [52:28<00:00,  2.22it/s]\nEpoch 0: |          | 6996/? [52:28<00:00,  2.22it/s]\nEpoch 0: |          | 6996/? [52:28<00:00,  2.22it/s]\nEpoch 0: |          | 6997/? [52:28<00:00,  2.22it/s]\nEpoch 0: |          | 6997/? [52:28<00:00,  2.22it/s]\nEpoch 0: |          | 6998/? [52:29<00:00,  2.22it/s]\nEpoch 0: |          | 6998/? [52:29<00:00,  2.22it/s]\nEpoch 0: |          | 6999/? [52:29<00:00,  2.22it/s]\nEpoch 0: |          | 6999/? [52:29<00:00,  2.22it/s]\nEpoch 0: |          | 7000/? [52:29<00:00,  2.22it/s]\nEpoch 0: |          | 7000/? [52:29<00:00,  2.22it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.52it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.80it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.70it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.65it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 7000/? [52:30<00:00,  2.22it/s]\nEpoch 0: |          | 7001/? [52:30<00:00,  2.22it/s]\nEpoch 0: |          | 7001/? [52:30<00:00,  2.22it/s]\nEpoch 0: |          | 7002/? [52:30<00:00,  2.22it/s]\nEpoch 0: |          | 7002/? [52:31<00:00,  2.22it/s]\nEpoch 0: |          | 7003/? [52:31<00:00,  2.22it/s]\nEpoch 0: |          | 7003/? [52:31<00:00,  2.22it/s]\nEpoch 0: |          | 7004/? [52:31<00:00,  2.22it/s]\nEpoch 0: |          | 7004/? [52:31<00:00,  2.22it/s]\nEpoch 0: |          | 7005/? [52:32<00:00,  2.22it/s]\nEpoch 0: |          | 7005/? [52:32<00:00,  2.22it/s]\nEpoch 0: |          | 7006/? [52:32<00:00,  2.22it/s]\nEpoch 0: |          | 7006/? [52:32<00:00,  2.22it/s]\nEpoch 0: |          | 7007/? [52:32<00:00,  2.22it/s]\nEpoch 0: |          | 7007/? [52:32<00:00,  2.22it/s]\nEpoch 0: |          | 7008/? [52:33<00:00,  2.22it/s]\nEpoch 0: |          | 7008/? [52:33<00:00,  2.22it/s]\nEpoch 0: |          | 7009/? [52:33<00:00,  2.22it/s]\nEpoch 0: |          | 7009/? [52:33<00:00,  2.22it/s]\nEpoch 0: |          | 7010/? [52:33<00:00,  2.22it/s]\nEpoch 0: |          | 7010/? [52:33<00:00,  2.22it/s]\nEpoch 0: |          | 7011/? [52:34<00:00,  2.22it/s]\nEpoch 0: |          | 7011/? [52:34<00:00,  2.22it/s]\nEpoch 0: |          | 7012/? [52:34<00:00,  2.22it/s]\nEpoch 0: |          | 7012/? [52:34<00:00,  2.22it/s]\nEpoch 0: |          | 7013/? [52:34<00:00,  2.22it/s]\nEpoch 0: |          | 7013/? [52:34<00:00,  2.22it/s]\nEpoch 0: |          | 7014/? [52:35<00:00,  2.22it/s]\nEpoch 0: |          | 7014/? [52:35<00:00,  2.22it/s]\nEpoch 0: |          | 7015/? [52:35<00:00,  2.22it/s]\nEpoch 0: |          | 7015/? [52:35<00:00,  2.22it/s]\nEpoch 0: |          | 7016/? [52:35<00:00,  2.22it/s]\nEpoch 0: |          | 7016/? [52:35<00:00,  2.22it/s]\nEpoch 0: |          | 7017/? [52:36<00:00,  2.22it/s]\nEpoch 0: |          | 7017/? [52:36<00:00,  2.22it/s]\nEpoch 0: |          | 7018/? [52:36<00:00,  2.22it/s]\nEpoch 0: |          | 7018/? [52:36<00:00,  2.22it/s]\nEpoch 0: |          | 7019/? [52:36<00:00,  2.22it/s]\nEpoch 0: |          | 7019/? [52:36<00:00,  2.22it/s]\nEpoch 0: |          | 7020/? [52:37<00:00,  2.22it/s]\nEpoch 0: |          | 7020/? [52:37<00:00,  2.22it/s]\nEpoch 0: |          | 7021/? [52:37<00:00,  2.22it/s]\nEpoch 0: |          | 7021/? [52:37<00:00,  2.22it/s]\nEpoch 0: |          | 7022/? [52:38<00:00,  2.22it/s]\nEpoch 0: |          | 7022/? [52:38<00:00,  2.22it/s]\nEpoch 0: |          | 7023/? [52:38<00:00,  2.22it/s]\nEpoch 0: |          | 7023/? [52:38<00:00,  2.22it/s]\nEpoch 0: |          | 7024/? [52:38<00:00,  2.22it/s]\nEpoch 0: |          | 7024/? [52:38<00:00,  2.22it/s]\nEpoch 0: |          | 7025/? [52:39<00:00,  2.22it/s]\nEpoch 0: |          | 7025/? [52:39<00:00,  2.22it/s]\nEpoch 0: |          | 7026/? [52:39<00:00,  2.22it/s]\nEpoch 0: |          | 7026/? [52:39<00:00,  2.22it/s]\nEpoch 0: |          | 7027/? [52:39<00:00,  2.22it/s]\nEpoch 0: |          | 7027/? [52:39<00:00,  2.22it/s]\nEpoch 0: |          | 7028/? [52:40<00:00,  2.22it/s]\nEpoch 0: |          | 7028/? [52:40<00:00,  2.22it/s]\nEpoch 0: |          | 7029/? [52:40<00:00,  2.22it/s]\nEpoch 0: |          | 7029/? [52:40<00:00,  2.22it/s]\nEpoch 0: |          | 7030/? [52:40<00:00,  2.22it/s]\nEpoch 0: |          | 7030/? [52:40<00:00,  2.22it/s]\nEpoch 0: |          | 7031/? [52:41<00:00,  2.22it/s]\nEpoch 0: |          | 7031/? [52:41<00:00,  2.22it/s]\nEpoch 0: |          | 7032/? [52:41<00:00,  2.22it/s]\nEpoch 0: |          | 7032/? [52:41<00:00,  2.22it/s]\nEpoch 0: |          | 7033/? [52:41<00:00,  2.22it/s]\nEpoch 0: |          | 7033/? [52:41<00:00,  2.22it/s]\nEpoch 0: |          | 7034/? [52:42<00:00,  2.22it/s]\nEpoch 0: |          | 7034/? [52:42<00:00,  2.22it/s]\nEpoch 0: |          | 7035/? [52:42<00:00,  2.22it/s]\nEpoch 0: |          | 7035/? [52:42<00:00,  2.22it/s]\nEpoch 0: |          | 7036/? [52:42<00:00,  2.22it/s]\nEpoch 0: |          | 7036/? [52:42<00:00,  2.22it/s]\nEpoch 0: |          | 7037/? [52:43<00:00,  2.22it/s]\nEpoch 0: |          | 7037/? [52:43<00:00,  2.22it/s]\nEpoch 0: |          | 7038/? [52:43<00:00,  2.22it/s]\nEpoch 0: |          | 7038/? [52:43<00:00,  2.22it/s]\nEpoch 0: |          | 7039/? [52:43<00:00,  2.22it/s]\nEpoch 0: |          | 7039/? [52:43<00:00,  2.22it/s]\nEpoch 0: |          | 7040/? [52:44<00:00,  2.22it/s]\nEpoch 0: |          | 7040/? [52:44<00:00,  2.22it/s]\nEpoch 0: |          | 7041/? [52:44<00:00,  2.22it/s]\nEpoch 0: |          | 7041/? [52:44<00:00,  2.22it/s]\nEpoch 0: |          | 7042/? [52:45<00:00,  2.22it/s]\nEpoch 0: |          | 7042/? [52:45<00:00,  2.22it/s]\nEpoch 0: |          | 7043/? [52:45<00:00,  2.22it/s]\nEpoch 0: |          | 7043/? [52:45<00:00,  2.22it/s]\nEpoch 0: |          | 7044/? [52:45<00:00,  2.23it/s]\nEpoch 0: |          | 7044/? [52:45<00:00,  2.23it/s]\nEpoch 0: |          | 7045/? [52:46<00:00,  2.23it/s]\nEpoch 0: |          | 7045/? [52:46<00:00,  2.23it/s]\nEpoch 0: |          | 7046/? [52:46<00:00,  2.23it/s]\nEpoch 0: |          | 7046/? [52:46<00:00,  2.23it/s]\nEpoch 0: |          | 7047/? [52:46<00:00,  2.23it/s]\nEpoch 0: |          | 7047/? [52:46<00:00,  2.23it/s]\nEpoch 0: |          | 7048/? [52:47<00:00,  2.23it/s]\nEpoch 0: |          | 7048/? [52:47<00:00,  2.23it/s]\nEpoch 0: |          | 7049/? [52:47<00:00,  2.23it/s]\nEpoch 0: |          | 7049/? [52:47<00:00,  2.23it/s]\nEpoch 0: |          | 7050/? [52:47<00:00,  2.23it/s]\nEpoch 0: |          | 7050/? [52:47<00:00,  2.23it/s]\nEpoch 0: |          | 7051/? [52:48<00:00,  2.23it/s]\nEpoch 0: |          | 7051/? [52:48<00:00,  2.23it/s]\nEpoch 0: |          | 7052/? [52:48<00:00,  2.23it/s]\nEpoch 0: |          | 7052/? [52:48<00:00,  2.23it/s]\nEpoch 0: |          | 7053/? [52:48<00:00,  2.23it/s]\nEpoch 0: |          | 7053/? [52:48<00:00,  2.23it/s]\nEpoch 0: |          | 7054/? [52:49<00:00,  2.23it/s]\nEpoch 0: |          | 7054/? [52:49<00:00,  2.23it/s]\nEpoch 0: |          | 7055/? [52:49<00:00,  2.23it/s]\nEpoch 0: |          | 7055/? [52:49<00:00,  2.23it/s]\nEpoch 0: |          | 7056/? [52:49<00:00,  2.23it/s]\nEpoch 0: |          | 7056/? [52:49<00:00,  2.23it/s]\nEpoch 0: |          | 7057/? [52:50<00:00,  2.23it/s]\nEpoch 0: |          | 7057/? [52:50<00:00,  2.23it/s]\nEpoch 0: |          | 7058/? [52:50<00:00,  2.23it/s]\nEpoch 0: |          | 7058/? [52:50<00:00,  2.23it/s]\nEpoch 0: |          | 7059/? [52:51<00:00,  2.23it/s]\nEpoch 0: |          | 7059/? [52:51<00:00,  2.23it/s]\nEpoch 0: |          | 7060/? [52:51<00:00,  2.23it/s]\nEpoch 0: |          | 7060/? [52:51<00:00,  2.23it/s]\nEpoch 0: |          | 7061/? [52:51<00:00,  2.23it/s]\nEpoch 0: |          | 7061/? [52:51<00:00,  2.23it/s]\nEpoch 0: |          | 7062/? [52:52<00:00,  2.23it/s]\nEpoch 0: |          | 7062/? [52:52<00:00,  2.23it/s]\nEpoch 0: |          | 7063/? [52:52<00:00,  2.23it/s]\nEpoch 0: |          | 7063/? [52:52<00:00,  2.23it/s]\nEpoch 0: |          | 7064/? [52:52<00:00,  2.23it/s]\nEpoch 0: |          | 7064/? [52:52<00:00,  2.23it/s]\nEpoch 0: |          | 7065/? [52:53<00:00,  2.23it/s]\nEpoch 0: |          | 7065/? [52:53<00:00,  2.23it/s]\nEpoch 0: |          | 7066/? [52:53<00:00,  2.23it/s]\nEpoch 0: |          | 7066/? [52:53<00:00,  2.23it/s]\nEpoch 0: |          | 7067/? [52:53<00:00,  2.23it/s]\nEpoch 0: |          | 7067/? [52:53<00:00,  2.23it/s]\nEpoch 0: |          | 7068/? [52:54<00:00,  2.23it/s]\nEpoch 0: |          | 7068/? [52:54<00:00,  2.23it/s]\nEpoch 0: |          | 7069/? [52:54<00:00,  2.23it/s]\nEpoch 0: |          | 7069/? [52:54<00:00,  2.23it/s]\nEpoch 0: |          | 7070/? [52:54<00:00,  2.23it/s]\nEpoch 0: |          | 7070/? [52:54<00:00,  2.23it/s]\nEpoch 0: |          | 7071/? [52:55<00:00,  2.23it/s]\nEpoch 0: |          | 7071/? [52:55<00:00,  2.23it/s]\nEpoch 0: |          | 7072/? [52:55<00:00,  2.23it/s]\nEpoch 0: |          | 7072/? [52:55<00:00,  2.23it/s]\nEpoch 0: |          | 7073/? [52:56<00:00,  2.23it/s]\nEpoch 0: |          | 7073/? [52:56<00:00,  2.23it/s]\nEpoch 0: |          | 7074/? [52:56<00:00,  2.23it/s]\nEpoch 0: |          | 7074/? [52:56<00:00,  2.23it/s]\nEpoch 0: |          | 7075/? [52:56<00:00,  2.23it/s]\nEpoch 0: |          | 7075/? [52:56<00:00,  2.23it/s]\nEpoch 0: |          | 7076/? [52:57<00:00,  2.23it/s]\nEpoch 0: |          | 7076/? [52:57<00:00,  2.23it/s]\nEpoch 0: |          | 7077/? [52:57<00:00,  2.23it/s]\nEpoch 0: |          | 7077/? [52:57<00:00,  2.23it/s]\nEpoch 0: |          | 7078/? [52:57<00:00,  2.23it/s]\nEpoch 0: |          | 7078/? [52:57<00:00,  2.23it/s]\nEpoch 0: |          | 7079/? [52:58<00:00,  2.23it/s]\nEpoch 0: |          | 7079/? [52:58<00:00,  2.23it/s]\nEpoch 0: |          | 7080/? [52:58<00:00,  2.23it/s]\nEpoch 0: |          | 7080/? [52:58<00:00,  2.23it/s]\nEpoch 0: |          | 7081/? [52:58<00:00,  2.23it/s]\nEpoch 0: |          | 7081/? [52:58<00:00,  2.23it/s]\nEpoch 0: |          | 7082/? [52:59<00:00,  2.23it/s]\nEpoch 0: |          | 7082/? [52:59<00:00,  2.23it/s]\nEpoch 0: |          | 7083/? [52:59<00:00,  2.23it/s]\nEpoch 0: |          | 7083/? [52:59<00:00,  2.23it/s]\nEpoch 0: |          | 7084/? [52:59<00:00,  2.23it/s]\nEpoch 0: |          | 7084/? [52:59<00:00,  2.23it/s]\nEpoch 0: |          | 7085/? [53:00<00:00,  2.23it/s]\nEpoch 0: |          | 7085/? [53:00<00:00,  2.23it/s]\nEpoch 0: |          | 7086/? [53:00<00:00,  2.23it/s]\nEpoch 0: |          | 7086/? [53:00<00:00,  2.23it/s]\nEpoch 0: |          | 7087/? [53:01<00:00,  2.23it/s]\nEpoch 0: |          | 7087/? [53:01<00:00,  2.23it/s]\nEpoch 0: |          | 7088/? [53:01<00:00,  2.23it/s]\nEpoch 0: |          | 7088/? [53:01<00:00,  2.23it/s]\nEpoch 0: |          | 7089/? [53:01<00:00,  2.23it/s]\nEpoch 0: |          | 7089/? [53:01<00:00,  2.23it/s]\nEpoch 0: |          | 7090/? [53:02<00:00,  2.23it/s]\nEpoch 0: |          | 7090/? [53:02<00:00,  2.23it/s]\nEpoch 0: |          | 7091/? [53:02<00:00,  2.23it/s]\nEpoch 0: |          | 7091/? [53:02<00:00,  2.23it/s]\nEpoch 0: |          | 7092/? [53:02<00:00,  2.23it/s]\nEpoch 0: |          | 7092/? [53:02<00:00,  2.23it/s]\nEpoch 0: |          | 7093/? [53:03<00:00,  2.23it/s]\nEpoch 0: |          | 7093/? [53:03<00:00,  2.23it/s]\nEpoch 0: |          | 7094/? [53:03<00:00,  2.23it/s]\nEpoch 0: |          | 7094/? [53:03<00:00,  2.23it/s]\nEpoch 0: |          | 7095/? [53:03<00:00,  2.23it/s]\nEpoch 0: |          | 7095/? [53:03<00:00,  2.23it/s]\nEpoch 0: |          | 7096/? [53:04<00:00,  2.23it/s]\nEpoch 0: |          | 7096/? [53:04<00:00,  2.23it/s]\nEpoch 0: |          | 7097/? [53:04<00:00,  2.23it/s]\nEpoch 0: |          | 7097/? [53:04<00:00,  2.23it/s]\nEpoch 0: |          | 7098/? [53:04<00:00,  2.23it/s]\nEpoch 0: |          | 7098/? [53:04<00:00,  2.23it/s]\nEpoch 0: |          | 7099/? [53:05<00:00,  2.23it/s]\nEpoch 0: |          | 7099/? [53:05<00:00,  2.23it/s]\nEpoch 0: |          | 7100/? [53:05<00:00,  2.23it/s]\nEpoch 0: |          | 7100/? [53:05<00:00,  2.23it/s]\nEpoch 0: |          | 7101/? [53:06<00:00,  2.23it/s]\nEpoch 0: |          | 7101/? [53:06<00:00,  2.23it/s]\nEpoch 0: |          | 7102/? [53:06<00:00,  2.23it/s]\nEpoch 0: |          | 7102/? [53:06<00:00,  2.23it/s]\nEpoch 0: |          | 7103/? [53:06<00:00,  2.23it/s]\nEpoch 0: |          | 7103/? [53:06<00:00,  2.23it/s]\nEpoch 0: |          | 7104/? [53:07<00:00,  2.23it/s]\nEpoch 0: |          | 7104/? [53:07<00:00,  2.23it/s]\nEpoch 0: |          | 7105/? [53:07<00:00,  2.23it/s]\nEpoch 0: |          | 7105/? [53:07<00:00,  2.23it/s]\nEpoch 0: |          | 7106/? [53:07<00:00,  2.23it/s]\nEpoch 0: |          | 7106/? [53:07<00:00,  2.23it/s]\nEpoch 0: |          | 7107/? [53:08<00:00,  2.23it/s]\nEpoch 0: |          | 7107/? [53:08<00:00,  2.23it/s]\nEpoch 0: |          | 7108/? [53:08<00:00,  2.23it/s]\nEpoch 0: |          | 7108/? [53:08<00:00,  2.23it/s]\nEpoch 0: |          | 7109/? [53:08<00:00,  2.23it/s]\nEpoch 0: |          | 7109/? [53:08<00:00,  2.23it/s]\nEpoch 0: |          | 7110/? [53:09<00:00,  2.23it/s]\nEpoch 0: |          | 7110/? [53:09<00:00,  2.23it/s]\nEpoch 0: |          | 7111/? [53:09<00:00,  2.23it/s]\nEpoch 0: |          | 7111/? [53:09<00:00,  2.23it/s]\nEpoch 0: |          | 7112/? [53:09<00:00,  2.23it/s]\nEpoch 0: |          | 7112/? [53:09<00:00,  2.23it/s]\nEpoch 0: |          | 7113/? [53:10<00:00,  2.23it/s]\nEpoch 0: |          | 7113/? [53:10<00:00,  2.23it/s]\nEpoch 0: |          | 7114/? [53:10<00:00,  2.23it/s]\nEpoch 0: |          | 7114/? [53:10<00:00,  2.23it/s]\nEpoch 0: |          | 7115/? [53:10<00:00,  2.23it/s]\nEpoch 0: |          | 7115/? [53:10<00:00,  2.23it/s]\nEpoch 0: |          | 7116/? [53:11<00:00,  2.23it/s]\nEpoch 0: |          | 7116/? [53:11<00:00,  2.23it/s]\nEpoch 0: |          | 7117/? [53:11<00:00,  2.23it/s]\nEpoch 0: |          | 7117/? [53:11<00:00,  2.23it/s]\nEpoch 0: |          | 7118/? [53:11<00:00,  2.23it/s]\nEpoch 0: |          | 7118/? [53:11<00:00,  2.23it/s]\nEpoch 0: |          | 7119/? [53:12<00:00,  2.23it/s]\nEpoch 0: |          | 7119/? [53:12<00:00,  2.23it/s]\nEpoch 0: |          | 7120/? [53:12<00:00,  2.23it/s]\nEpoch 0: |          | 7120/? [53:12<00:00,  2.23it/s]\nEpoch 0: |          | 7121/? [53:13<00:00,  2.23it/s]\nEpoch 0: |          | 7121/? [53:13<00:00,  2.23it/s]\nEpoch 0: |          | 7122/? [53:13<00:00,  2.23it/s]\nEpoch 0: |          | 7122/? [53:13<00:00,  2.23it/s]\nEpoch 0: |          | 7123/? [53:13<00:00,  2.23it/s]\nEpoch 0: |          | 7123/? [53:13<00:00,  2.23it/s]\nEpoch 0: |          | 7124/? [53:14<00:00,  2.23it/s]\nEpoch 0: |          | 7124/? [53:14<00:00,  2.23it/s]\nEpoch 0: |          | 7125/? [53:14<00:00,  2.23it/s]\nEpoch 0: |          | 7125/? [53:14<00:00,  2.23it/s]\nEpoch 0: |          | 7126/? [53:14<00:00,  2.23it/s]\nEpoch 0: |          | 7126/? [53:14<00:00,  2.23it/s]\nEpoch 0: |          | 7127/? [53:15<00:00,  2.23it/s]\nEpoch 0: |          | 7127/? [53:15<00:00,  2.23it/s]\nEpoch 0: |          | 7128/? [53:15<00:00,  2.23it/s]\nEpoch 0: |          | 7128/? [53:15<00:00,  2.23it/s]\nEpoch 0: |          | 7129/? [53:15<00:00,  2.23it/s]\nEpoch 0: |          | 7129/? [53:15<00:00,  2.23it/s]\nEpoch 0: |          | 7130/? [53:16<00:00,  2.23it/s]\nEpoch 0: |          | 7130/? [53:16<00:00,  2.23it/s]\nEpoch 0: |          | 7131/? [53:16<00:00,  2.23it/s]\nEpoch 0: |          | 7131/? [53:16<00:00,  2.23it/s]\nEpoch 0: |          | 7132/? [53:16<00:00,  2.23it/s]\nEpoch 0: |          | 7132/? [53:16<00:00,  2.23it/s]\nEpoch 0: |          | 7133/? [53:17<00:00,  2.23it/s]\nEpoch 0: |          | 7133/? [53:17<00:00,  2.23it/s]\nEpoch 0: |          | 7134/? [53:17<00:00,  2.23it/s]\nEpoch 0: |          | 7134/? [53:17<00:00,  2.23it/s]\nEpoch 0: |          | 7135/? [53:17<00:00,  2.23it/s]\nEpoch 0: |          | 7135/? [53:17<00:00,  2.23it/s]\nEpoch 0: |          | 7136/? [53:18<00:00,  2.23it/s]\nEpoch 0: |          | 7136/? [53:18<00:00,  2.23it/s]\nEpoch 0: |          | 7137/? [53:18<00:00,  2.23it/s]\nEpoch 0: |          | 7137/? [53:18<00:00,  2.23it/s]\nEpoch 0: |          | 7138/? [53:19<00:00,  2.23it/s]\nEpoch 0: |          | 7138/? [53:19<00:00,  2.23it/s]\nEpoch 0: |          | 7139/? [53:19<00:00,  2.23it/s]\nEpoch 0: |          | 7139/? [53:19<00:00,  2.23it/s]\nEpoch 0: |          | 7140/? [53:19<00:00,  2.23it/s]\nEpoch 0: |          | 7140/? [53:19<00:00,  2.23it/s]\nEpoch 0: |          | 7141/? [53:20<00:00,  2.23it/s]\nEpoch 0: |          | 7141/? [53:20<00:00,  2.23it/s]\nEpoch 0: |          | 7142/? [53:20<00:00,  2.23it/s]\nEpoch 0: |          | 7142/? [53:20<00:00,  2.23it/s]\nEpoch 0: |          | 7143/? [53:20<00:00,  2.23it/s]\nEpoch 0: |          | 7143/? [53:20<00:00,  2.23it/s]\nEpoch 0: |          | 7144/? [53:21<00:00,  2.23it/s]\nEpoch 0: |          | 7144/? [53:21<00:00,  2.23it/s]\nEpoch 0: |          | 7145/? [53:21<00:00,  2.23it/s]\nEpoch 0: |          | 7145/? [53:21<00:00,  2.23it/s]\nEpoch 0: |          | 7146/? [53:21<00:00,  2.23it/s]\nEpoch 0: |          | 7146/? [53:21<00:00,  2.23it/s]\nEpoch 0: |          | 7147/? [53:22<00:00,  2.23it/s]\nEpoch 0: |          | 7147/? [53:22<00:00,  2.23it/s]\nEpoch 0: |          | 7148/? [53:22<00:00,  2.23it/s]\nEpoch 0: |          | 7148/? [53:22<00:00,  2.23it/s]\nEpoch 0: |          | 7149/? [53:22<00:00,  2.23it/s]\nEpoch 0: |          | 7149/? [53:22<00:00,  2.23it/s]\nEpoch 0: |          | 7150/? [53:23<00:00,  2.23it/s]\nEpoch 0: |          | 7150/? [53:23<00:00,  2.23it/s]\nEpoch 0: |          | 7151/? [53:23<00:00,  2.23it/s]\nEpoch 0: |          | 7151/? [53:23<00:00,  2.23it/s]\nEpoch 0: |          | 7152/? [53:24<00:00,  2.23it/s]\nEpoch 0: |          | 7152/? [53:24<00:00,  2.23it/s]\nEpoch 0: |          | 7153/? [53:24<00:00,  2.23it/s]\nEpoch 0: |          | 7153/? [53:24<00:00,  2.23it/s]\nEpoch 0: |          | 7154/? [53:24<00:00,  2.23it/s]\nEpoch 0: |          | 7154/? [53:24<00:00,  2.23it/s]\nEpoch 0: |          | 7155/? [53:25<00:00,  2.23it/s]\nEpoch 0: |          | 7155/? [53:25<00:00,  2.23it/s]\nEpoch 0: |          | 7156/? [53:25<00:00,  2.23it/s]\nEpoch 0: |          | 7156/? [53:25<00:00,  2.23it/s]\nEpoch 0: |          | 7157/? [53:25<00:00,  2.23it/s]\nEpoch 0: |          | 7157/? [53:25<00:00,  2.23it/s]\nEpoch 0: |          | 7158/? [53:26<00:00,  2.23it/s]\nEpoch 0: |          | 7158/? [53:26<00:00,  2.23it/s]\nEpoch 0: |          | 7159/? [53:26<00:00,  2.23it/s]\nEpoch 0: |          | 7159/? [53:26<00:00,  2.23it/s]\nEpoch 0: |          | 7160/? [53:26<00:00,  2.23it/s]\nEpoch 0: |          | 7160/? [53:26<00:00,  2.23it/s]\nEpoch 0: |          | 7161/? [53:27<00:00,  2.23it/s]\nEpoch 0: |          | 7161/? [53:27<00:00,  2.23it/s]\nEpoch 0: |          | 7162/? [53:27<00:00,  2.23it/s]\nEpoch 0: |          | 7162/? [53:27<00:00,  2.23it/s]\nEpoch 0: |          | 7163/? [53:27<00:00,  2.23it/s]\nEpoch 0: |          | 7163/? [53:27<00:00,  2.23it/s]\nEpoch 0: |          | 7164/? [53:28<00:00,  2.23it/s]\nEpoch 0: |          | 7164/? [53:28<00:00,  2.23it/s]\nEpoch 0: |          | 7165/? [53:28<00:00,  2.23it/s]\nEpoch 0: |          | 7165/? [53:28<00:00,  2.23it/s]\nEpoch 0: |          | 7166/? [53:28<00:00,  2.23it/s]\nEpoch 0: |          | 7166/? [53:28<00:00,  2.23it/s]\nEpoch 0: |          | 7167/? [53:29<00:00,  2.23it/s]\nEpoch 0: |          | 7167/? [53:29<00:00,  2.23it/s]\nEpoch 0: |          | 7168/? [53:29<00:00,  2.23it/s]\nEpoch 0: |          | 7168/? [53:29<00:00,  2.23it/s]\nEpoch 0: |          | 7169/? [53:29<00:00,  2.23it/s]\nEpoch 0: |          | 7169/? [53:29<00:00,  2.23it/s]\nEpoch 0: |          | 7170/? [53:30<00:00,  2.23it/s]\nEpoch 0: |          | 7170/? [53:30<00:00,  2.23it/s]\nEpoch 0: |          | 7171/? [53:30<00:00,  2.23it/s]\nEpoch 0: |          | 7171/? [53:30<00:00,  2.23it/s]\nEpoch 0: |          | 7172/? [53:31<00:00,  2.23it/s]\nEpoch 0: |          | 7172/? [53:31<00:00,  2.23it/s]\nEpoch 0: |          | 7173/? [53:31<00:00,  2.23it/s]\nEpoch 0: |          | 7173/? [53:31<00:00,  2.23it/s]\nEpoch 0: |          | 7174/? [53:31<00:00,  2.23it/s]\nEpoch 0: |          | 7174/? [53:31<00:00,  2.23it/s]\nEpoch 0: |          | 7175/? [53:32<00:00,  2.23it/s]\nEpoch 0: |          | 7175/? [53:32<00:00,  2.23it/s]\nEpoch 0: |          | 7176/? [53:32<00:00,  2.23it/s]\nEpoch 0: |          | 7176/? [53:32<00:00,  2.23it/s]\nEpoch 0: |          | 7177/? [53:32<00:00,  2.23it/s]\nEpoch 0: |          | 7177/? [53:32<00:00,  2.23it/s]\nEpoch 0: |          | 7178/? [53:33<00:00,  2.23it/s]\nEpoch 0: |          | 7178/? [53:33<00:00,  2.23it/s]\nEpoch 0: |          | 7179/? [53:33<00:00,  2.23it/s]\nEpoch 0: |          | 7179/? [53:33<00:00,  2.23it/s]\nEpoch 0: |          | 7180/? [53:33<00:00,  2.23it/s]\nEpoch 0: |          | 7180/? [53:33<00:00,  2.23it/s]\nEpoch 0: |          | 7181/? [53:34<00:00,  2.23it/s]\nEpoch 0: |          | 7181/? [53:34<00:00,  2.23it/s]\nEpoch 0: |          | 7182/? [53:34<00:00,  2.23it/s]\nEpoch 0: |          | 7182/? [53:34<00:00,  2.23it/s]\nEpoch 0: |          | 7183/? [53:34<00:00,  2.23it/s]\nEpoch 0: |          | 7183/? [53:34<00:00,  2.23it/s]\nEpoch 0: |          | 7184/? [53:35<00:00,  2.23it/s]\nEpoch 0: |          | 7184/? [53:35<00:00,  2.23it/s]\nEpoch 0: |          | 7185/? [53:35<00:00,  2.23it/s]\nEpoch 0: |          | 7185/? [53:35<00:00,  2.23it/s]\nEpoch 0: |          | 7186/? [53:35<00:00,  2.23it/s]\nEpoch 0: |          | 7186/? [53:35<00:00,  2.23it/s]\nEpoch 0: |          | 7187/? [53:36<00:00,  2.23it/s]\nEpoch 0: |          | 7187/? [53:36<00:00,  2.23it/s]\nEpoch 0: |          | 7188/? [53:36<00:00,  2.23it/s]\nEpoch 0: |          | 7188/? [53:36<00:00,  2.23it/s]\nEpoch 0: |          | 7189/? [53:37<00:00,  2.23it/s]\nEpoch 0: |          | 7189/? [53:37<00:00,  2.23it/s]\nEpoch 0: |          | 7190/? [53:37<00:00,  2.23it/s]\nEpoch 0: |          | 7190/? [53:37<00:00,  2.23it/s]\nEpoch 0: |          | 7191/? [53:37<00:00,  2.23it/s]\nEpoch 0: |          | 7191/? [53:37<00:00,  2.23it/s]\nEpoch 0: |          | 7192/? [53:38<00:00,  2.23it/s]\nEpoch 0: |          | 7192/? [53:38<00:00,  2.23it/s]\nEpoch 0: |          | 7193/? [53:38<00:00,  2.23it/s]\nEpoch 0: |          | 7193/? [53:38<00:00,  2.23it/s]\nEpoch 0: |          | 7194/? [53:38<00:00,  2.24it/s]\nEpoch 0: |          | 7194/? [53:38<00:00,  2.24it/s]\nEpoch 0: |          | 7195/? [53:39<00:00,  2.24it/s]\nEpoch 0: |          | 7195/? [53:39<00:00,  2.24it/s]\nEpoch 0: |          | 7196/? [53:39<00:00,  2.24it/s]\nEpoch 0: |          | 7196/? [53:39<00:00,  2.24it/s]\nEpoch 0: |          | 7197/? [53:39<00:00,  2.24it/s]\nEpoch 0: |          | 7197/? [53:39<00:00,  2.24it/s]\nEpoch 0: |          | 7198/? [53:40<00:00,  2.24it/s]\nEpoch 0: |          | 7198/? [53:40<00:00,  2.24it/s]\nEpoch 0: |          | 7199/? [53:40<00:00,  2.24it/s]\nEpoch 0: |          | 7199/? [53:40<00:00,  2.24it/s]\nEpoch 0: |          | 7200/? [53:40<00:00,  2.24it/s]\nEpoch 0: |          | 7200/? [53:40<00:00,  2.24it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.73it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.22it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.02it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.83it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 7200/? [53:41<00:00,  2.24it/s]\nEpoch 0: |          | 7201/? [53:41<00:00,  2.24it/s]\nEpoch 0: |          | 7201/? [53:41<00:00,  2.24it/s]\nEpoch 0: |          | 7202/? [53:42<00:00,  2.24it/s]\nEpoch 0: |          | 7202/? [53:42<00:00,  2.24it/s]\nEpoch 0: |          | 7203/? [53:42<00:00,  2.24it/s]\nEpoch 0: |          | 7203/? [53:42<00:00,  2.24it/s]\nEpoch 0: |          | 7204/? [53:42<00:00,  2.24it/s]\nEpoch 0: |          | 7204/? [53:42<00:00,  2.24it/s]\nEpoch 0: |          | 7205/? [53:43<00:00,  2.24it/s]\nEpoch 0: |          | 7205/? [53:43<00:00,  2.24it/s]\nEpoch 0: |          | 7206/? [53:43<00:00,  2.24it/s]\nEpoch 0: |          | 7206/? [53:43<00:00,  2.24it/s]\nEpoch 0: |          | 7207/? [53:43<00:00,  2.24it/s]\nEpoch 0: |          | 7207/? [53:43<00:00,  2.24it/s]\nEpoch 0: |          | 7208/? [53:44<00:00,  2.24it/s]\nEpoch 0: |          | 7208/? [53:44<00:00,  2.24it/s]\nEpoch 0: |          | 7209/? [53:44<00:00,  2.24it/s]\nEpoch 0: |          | 7209/? [53:44<00:00,  2.24it/s]\nEpoch 0: |          | 7210/? [53:44<00:00,  2.24it/s]\nEpoch 0: |          | 7210/? [53:44<00:00,  2.24it/s]\nEpoch 0: |          | 7211/? [53:45<00:00,  2.24it/s]\nEpoch 0: |          | 7211/? [53:45<00:00,  2.24it/s]\nEpoch 0: |          | 7212/? [53:45<00:00,  2.24it/s]\nEpoch 0: |          | 7212/? [53:45<00:00,  2.24it/s]\nEpoch 0: |          | 7213/? [53:45<00:00,  2.24it/s]\nEpoch 0: |          | 7213/? [53:45<00:00,  2.24it/s]\nEpoch 0: |          | 7214/? [53:46<00:00,  2.24it/s]\nEpoch 0: |          | 7214/? [53:46<00:00,  2.24it/s]\nEpoch 0: |          | 7215/? [53:46<00:00,  2.24it/s]\nEpoch 0: |          | 7215/? [53:46<00:00,  2.24it/s]\nEpoch 0: |          | 7216/? [53:46<00:00,  2.24it/s]\nEpoch 0: |          | 7216/? [53:46<00:00,  2.24it/s]\nEpoch 0: |          | 7217/? [53:47<00:00,  2.24it/s]\nEpoch 0: |          | 7217/? [53:47<00:00,  2.24it/s]\nEpoch 0: |          | 7218/? [53:47<00:00,  2.24it/s]\nEpoch 0: |          | 7218/? [53:47<00:00,  2.24it/s]\nEpoch 0: |          | 7219/? [53:47<00:00,  2.24it/s]\nEpoch 0: |          | 7219/? [53:47<00:00,  2.24it/s]\nEpoch 0: |          | 7220/? [53:48<00:00,  2.24it/s]\nEpoch 0: |          | 7220/? [53:48<00:00,  2.24it/s]\nEpoch 0: |          | 7221/? [53:48<00:00,  2.24it/s]\nEpoch 0: |          | 7221/? [53:48<00:00,  2.24it/s]\nEpoch 0: |          | 7222/? [53:48<00:00,  2.24it/s]\nEpoch 0: |          | 7222/? [53:48<00:00,  2.24it/s]\nEpoch 0: |          | 7223/? [53:49<00:00,  2.24it/s]\nEpoch 0: |          | 7223/? [53:49<00:00,  2.24it/s]\nEpoch 0: |          | 7224/? [53:49<00:00,  2.24it/s]\nEpoch 0: |          | 7224/? [53:49<00:00,  2.24it/s]\nEpoch 0: |          | 7225/? [53:49<00:00,  2.24it/s]\nEpoch 0: |          | 7225/? [53:49<00:00,  2.24it/s]\nEpoch 0: |          | 7226/? [53:50<00:00,  2.24it/s]\nEpoch 0: |          | 7226/? [53:50<00:00,  2.24it/s]\nEpoch 0: |          | 7227/? [53:50<00:00,  2.24it/s]\nEpoch 0: |          | 7227/? [53:50<00:00,  2.24it/s]\nEpoch 0: |          | 7228/? [53:51<00:00,  2.24it/s]\nEpoch 0: |          | 7228/? [53:51<00:00,  2.24it/s]\nEpoch 0: |          | 7229/? [53:51<00:00,  2.24it/s]\nEpoch 0: |          | 7229/? [53:51<00:00,  2.24it/s]\nEpoch 0: |          | 7230/? [53:51<00:00,  2.24it/s]\nEpoch 0: |          | 7230/? [53:51<00:00,  2.24it/s]\nEpoch 0: |          | 7231/? [53:52<00:00,  2.24it/s]\nEpoch 0: |          | 7231/? [53:52<00:00,  2.24it/s]\nEpoch 0: |          | 7232/? [53:52<00:00,  2.24it/s]\nEpoch 0: |          | 7232/? [53:52<00:00,  2.24it/s]\nEpoch 0: |          | 7233/? [53:52<00:00,  2.24it/s]\nEpoch 0: |          | 7233/? [53:52<00:00,  2.24it/s]\nEpoch 0: |          | 7234/? [53:53<00:00,  2.24it/s]\nEpoch 0: |          | 7234/? [53:53<00:00,  2.24it/s]\nEpoch 0: |          | 7235/? [53:53<00:00,  2.24it/s]\nEpoch 0: |          | 7235/? [53:53<00:00,  2.24it/s]\nEpoch 0: |          | 7236/? [53:53<00:00,  2.24it/s]\nEpoch 0: |          | 7236/? [53:53<00:00,  2.24it/s]\nEpoch 0: |          | 7237/? [53:54<00:00,  2.24it/s]\nEpoch 0: |          | 7237/? [53:54<00:00,  2.24it/s]\nEpoch 0: |          | 7238/? [53:54<00:00,  2.24it/s]\nEpoch 0: |          | 7238/? [53:54<00:00,  2.24it/s]\nEpoch 0: |          | 7239/? [53:54<00:00,  2.24it/s]\nEpoch 0: |          | 7239/? [53:54<00:00,  2.24it/s]\nEpoch 0: |          | 7240/? [53:55<00:00,  2.24it/s]\nEpoch 0: |          | 7240/? [53:55<00:00,  2.24it/s]\nEpoch 0: |          | 7241/? [53:55<00:00,  2.24it/s]\nEpoch 0: |          | 7241/? [53:55<00:00,  2.24it/s]\nEpoch 0: |          | 7242/? [53:56<00:00,  2.24it/s]\nEpoch 0: |          | 7242/? [53:56<00:00,  2.24it/s]\nEpoch 0: |          | 7243/? [53:56<00:00,  2.24it/s]\nEpoch 0: |          | 7243/? [53:56<00:00,  2.24it/s]\nEpoch 0: |          | 7244/? [53:56<00:00,  2.24it/s]\nEpoch 0: |          | 7244/? [53:56<00:00,  2.24it/s]\nEpoch 0: |          | 7245/? [53:57<00:00,  2.24it/s]\nEpoch 0: |          | 7245/? [53:57<00:00,  2.24it/s]\nEpoch 0: |          | 7246/? [53:57<00:00,  2.24it/s]\nEpoch 0: |          | 7246/? [53:57<00:00,  2.24it/s]\nEpoch 0: |          | 7247/? [53:57<00:00,  2.24it/s]\nEpoch 0: |          | 7247/? [53:57<00:00,  2.24it/s]\nEpoch 0: |          | 7248/? [53:58<00:00,  2.24it/s]\nEpoch 0: |          | 7248/? [53:58<00:00,  2.24it/s]\nEpoch 0: |          | 7249/? [53:58<00:00,  2.24it/s]\nEpoch 0: |          | 7249/? [53:58<00:00,  2.24it/s]\nEpoch 0: |          | 7250/? [53:58<00:00,  2.24it/s]\nEpoch 0: |          | 7250/? [53:58<00:00,  2.24it/s]\nEpoch 0: |          | 7251/? [53:59<00:00,  2.24it/s]\nEpoch 0: |          | 7251/? [53:59<00:00,  2.24it/s]\nEpoch 0: |          | 7252/? [53:59<00:00,  2.24it/s]\nEpoch 0: |          | 7252/? [53:59<00:00,  2.24it/s]\nEpoch 0: |          | 7253/? [53:59<00:00,  2.24it/s]\nEpoch 0: |          | 7253/? [53:59<00:00,  2.24it/s]\nEpoch 0: |          | 7254/? [54:00<00:00,  2.24it/s]\nEpoch 0: |          | 7254/? [54:00<00:00,  2.24it/s]\nEpoch 0: |          | 7255/? [54:00<00:00,  2.24it/s]\nEpoch 0: |          | 7255/? [54:00<00:00,  2.24it/s]\nEpoch 0: |          | 7256/? [54:00<00:00,  2.24it/s]\nEpoch 0: |          | 7256/? [54:00<00:00,  2.24it/s]\nEpoch 0: |          | 7257/? [54:01<00:00,  2.24it/s]\nEpoch 0: |          | 7257/? [54:01<00:00,  2.24it/s]\nEpoch 0: |          | 7258/? [54:01<00:00,  2.24it/s]\nEpoch 0: |          | 7258/? [54:01<00:00,  2.24it/s]\nEpoch 0: |          | 7259/? [54:01<00:00,  2.24it/s]\nEpoch 0: |          | 7259/? [54:01<00:00,  2.24it/s]\nEpoch 0: |          | 7260/? [54:02<00:00,  2.24it/s]\nEpoch 0: |          | 7260/? [54:02<00:00,  2.24it/s]\nEpoch 0: |          | 7261/? [54:02<00:00,  2.24it/s]\nEpoch 0: |          | 7261/? [54:02<00:00,  2.24it/s]\nEpoch 0: |          | 7262/? [54:02<00:00,  2.24it/s]\nEpoch 0: |          | 7262/? [54:02<00:00,  2.24it/s]\nEpoch 0: |          | 7263/? [54:03<00:00,  2.24it/s]\nEpoch 0: |          | 7263/? [54:03<00:00,  2.24it/s]\nEpoch 0: |          | 7264/? [54:03<00:00,  2.24it/s]\nEpoch 0: |          | 7264/? [54:03<00:00,  2.24it/s]\nEpoch 0: |          | 7265/? [54:04<00:00,  2.24it/s]\nEpoch 0: |          | 7265/? [54:04<00:00,  2.24it/s]\nEpoch 0: |          | 7266/? [54:04<00:00,  2.24it/s]\nEpoch 0: |          | 7266/? [54:04<00:00,  2.24it/s]\nEpoch 0: |          | 7267/? [54:04<00:00,  2.24it/s]\nEpoch 0: |          | 7267/? [54:04<00:00,  2.24it/s]\nEpoch 0: |          | 7268/? [54:05<00:00,  2.24it/s]\nEpoch 0: |          | 7268/? [54:05<00:00,  2.24it/s]\nEpoch 0: |          | 7269/? [54:05<00:00,  2.24it/s]\nEpoch 0: |          | 7269/? [54:05<00:00,  2.24it/s]\nEpoch 0: |          | 7270/? [54:05<00:00,  2.24it/s]\nEpoch 0: |          | 7270/? [54:05<00:00,  2.24it/s]\nEpoch 0: |          | 7271/? [54:06<00:00,  2.24it/s]\nEpoch 0: |          | 7271/? [54:06<00:00,  2.24it/s]\nEpoch 0: |          | 7272/? [54:06<00:00,  2.24it/s]\nEpoch 0: |          | 7272/? [54:06<00:00,  2.24it/s]\nEpoch 0: |          | 7273/? [54:06<00:00,  2.24it/s]\nEpoch 0: |          | 7273/? [54:06<00:00,  2.24it/s]\nEpoch 0: |          | 7274/? [54:07<00:00,  2.24it/s]\nEpoch 0: |          | 7274/? [54:07<00:00,  2.24it/s]\nEpoch 0: |          | 7275/? [54:07<00:00,  2.24it/s]\nEpoch 0: |          | 7275/? [54:07<00:00,  2.24it/s]\nEpoch 0: |          | 7276/? [54:07<00:00,  2.24it/s]\nEpoch 0: |          | 7276/? [54:07<00:00,  2.24it/s]\nEpoch 0: |          | 7277/? [54:08<00:00,  2.24it/s]\nEpoch 0: |          | 7277/? [54:08<00:00,  2.24it/s]\nEpoch 0: |          | 7278/? [54:08<00:00,  2.24it/s]\nEpoch 0: |          | 7278/? [54:08<00:00,  2.24it/s]\nEpoch 0: |          | 7279/? [54:08<00:00,  2.24it/s]\nEpoch 0: |          | 7279/? [54:08<00:00,  2.24it/s]\nEpoch 0: |          | 7280/? [54:09<00:00,  2.24it/s]\nEpoch 0: |          | 7280/? [54:09<00:00,  2.24it/s]\nEpoch 0: |          | 7281/? [54:09<00:00,  2.24it/s]\nEpoch 0: |          | 7281/? [54:09<00:00,  2.24it/s]\nEpoch 0: |          | 7282/? [54:10<00:00,  2.24it/s]\nEpoch 0: |          | 7282/? [54:10<00:00,  2.24it/s]\nEpoch 0: |          | 7283/? [54:10<00:00,  2.24it/s]\nEpoch 0: |          | 7283/? [54:10<00:00,  2.24it/s]\nEpoch 0: |          | 7284/? [54:10<00:00,  2.24it/s]\nEpoch 0: |          | 7284/? [54:10<00:00,  2.24it/s]\nEpoch 0: |          | 7285/? [54:11<00:00,  2.24it/s]\nEpoch 0: |          | 7285/? [54:11<00:00,  2.24it/s]\nEpoch 0: |          | 7286/? [54:11<00:00,  2.24it/s]\nEpoch 0: |          | 7286/? [54:11<00:00,  2.24it/s]\nEpoch 0: |          | 7287/? [54:11<00:00,  2.24it/s]\nEpoch 0: |          | 7287/? [54:11<00:00,  2.24it/s]\nEpoch 0: |          | 7288/? [54:12<00:00,  2.24it/s]\nEpoch 0: |          | 7288/? [54:12<00:00,  2.24it/s]\nEpoch 0: |          | 7289/? [54:12<00:00,  2.24it/s]\nEpoch 0: |          | 7289/? [54:12<00:00,  2.24it/s]\nEpoch 0: |          | 7290/? [54:12<00:00,  2.24it/s]\nEpoch 0: |          | 7290/? [54:12<00:00,  2.24it/s]\nEpoch 0: |          | 7291/? [54:13<00:00,  2.24it/s]\nEpoch 0: |          | 7291/? [54:13<00:00,  2.24it/s]\nEpoch 0: |          | 7292/? [54:13<00:00,  2.24it/s]\nEpoch 0: |          | 7292/? [54:13<00:00,  2.24it/s]\nEpoch 0: |          | 7293/? [54:13<00:00,  2.24it/s]\nEpoch 0: |          | 7293/? [54:13<00:00,  2.24it/s]\nEpoch 0: |          | 7294/? [54:14<00:00,  2.24it/s]\nEpoch 0: |          | 7294/? [54:14<00:00,  2.24it/s]\nEpoch 0: |          | 7295/? [54:14<00:00,  2.24it/s]\nEpoch 0: |          | 7295/? [54:14<00:00,  2.24it/s]\nEpoch 0: |          | 7296/? [54:14<00:00,  2.24it/s]\nEpoch 0: |          | 7296/? [54:14<00:00,  2.24it/s]\nEpoch 0: |          | 7297/? [54:15<00:00,  2.24it/s]\nEpoch 0: |          | 7297/? [54:15<00:00,  2.24it/s]\nEpoch 0: |          | 7298/? [54:15<00:00,  2.24it/s]\nEpoch 0: |          | 7298/? [54:15<00:00,  2.24it/s]\nEpoch 0: |          | 7299/? [54:15<00:00,  2.24it/s]\nEpoch 0: |          | 7299/? [54:15<00:00,  2.24it/s]\nEpoch 0: |          | 7300/? [54:16<00:00,  2.24it/s]\nEpoch 0: |          | 7300/? [54:16<00:00,  2.24it/s]\nEpoch 0: |          | 7301/? [54:16<00:00,  2.24it/s]\nEpoch 0: |          | 7301/? [54:16<00:00,  2.24it/s]\nEpoch 0: |          | 7302/? [54:17<00:00,  2.24it/s]\nEpoch 0: |          | 7302/? [54:17<00:00,  2.24it/s]\nEpoch 0: |          | 7303/? [54:17<00:00,  2.24it/s]\nEpoch 0: |          | 7303/? [54:17<00:00,  2.24it/s]\nEpoch 0: |          | 7304/? [54:17<00:00,  2.24it/s]\nEpoch 0: |          | 7304/? [54:17<00:00,  2.24it/s]\nEpoch 0: |          | 7305/? [54:18<00:00,  2.24it/s]\nEpoch 0: |          | 7305/? [54:18<00:00,  2.24it/s]\nEpoch 0: |          | 7306/? [54:18<00:00,  2.24it/s]\nEpoch 0: |          | 7306/? [54:18<00:00,  2.24it/s]\nEpoch 0: |          | 7307/? [54:18<00:00,  2.24it/s]\nEpoch 0: |          | 7307/? [54:18<00:00,  2.24it/s]\nEpoch 0: |          | 7308/? [54:19<00:00,  2.24it/s]\nEpoch 0: |          | 7308/? [54:19<00:00,  2.24it/s]\nEpoch 0: |          | 7309/? [54:19<00:00,  2.24it/s]\nEpoch 0: |          | 7309/? [54:19<00:00,  2.24it/s]\nEpoch 0: |          | 7310/? [54:19<00:00,  2.24it/s]\nEpoch 0: |          | 7310/? [54:19<00:00,  2.24it/s]\nEpoch 0: |          | 7311/? [54:20<00:00,  2.24it/s]\nEpoch 0: |          | 7311/? [54:20<00:00,  2.24it/s]\nEpoch 0: |          | 7312/? [54:20<00:00,  2.24it/s]\nEpoch 0: |          | 7312/? [54:20<00:00,  2.24it/s]\nEpoch 0: |          | 7313/? [54:20<00:00,  2.24it/s]\nEpoch 0: |          | 7313/? [54:20<00:00,  2.24it/s]\nEpoch 0: |          | 7314/? [54:21<00:00,  2.24it/s]\nEpoch 0: |          | 7314/? [54:21<00:00,  2.24it/s]\nEpoch 0: |          | 7315/? [54:21<00:00,  2.24it/s]\nEpoch 0: |          | 7315/? [54:21<00:00,  2.24it/s]\nEpoch 0: |          | 7316/? [54:21<00:00,  2.24it/s]\nEpoch 0: |          | 7316/? [54:21<00:00,  2.24it/s]\nEpoch 0: |          | 7317/? [54:22<00:00,  2.24it/s]\nEpoch 0: |          | 7317/? [54:22<00:00,  2.24it/s]\nEpoch 0: |          | 7318/? [54:22<00:00,  2.24it/s]\nEpoch 0: |          | 7318/? [54:22<00:00,  2.24it/s]\nEpoch 0: |          | 7319/? [54:22<00:00,  2.24it/s]\nEpoch 0: |          | 7319/? [54:22<00:00,  2.24it/s]\nEpoch 0: |          | 7320/? [54:23<00:00,  2.24it/s]\nEpoch 0: |          | 7320/? [54:23<00:00,  2.24it/s]\nEpoch 0: |          | 7321/? [54:23<00:00,  2.24it/s]\nEpoch 0: |          | 7321/? [54:23<00:00,  2.24it/s]\nEpoch 0: |          | 7322/? [54:23<00:00,  2.24it/s]\nEpoch 0: |          | 7322/? [54:23<00:00,  2.24it/s]\nEpoch 0: |          | 7323/? [54:24<00:00,  2.24it/s]\nEpoch 0: |          | 7323/? [54:24<00:00,  2.24it/s]\nEpoch 0: |          | 7324/? [54:24<00:00,  2.24it/s]\nEpoch 0: |          | 7324/? [54:24<00:00,  2.24it/s]\nEpoch 0: |          | 7325/? [54:24<00:00,  2.24it/s]\nEpoch 0: |          | 7325/? [54:24<00:00,  2.24it/s]\nEpoch 0: |          | 7326/? [54:25<00:00,  2.24it/s]\nEpoch 0: |          | 7326/? [54:25<00:00,  2.24it/s]\nEpoch 0: |          | 7327/? [54:25<00:00,  2.24it/s]\nEpoch 0: |          | 7327/? [54:25<00:00,  2.24it/s]\nEpoch 0: |          | 7328/? [54:25<00:00,  2.24it/s]\nEpoch 0: |          | 7328/? [54:25<00:00,  2.24it/s]\nEpoch 0: |          | 7329/? [54:26<00:00,  2.24it/s]\nEpoch 0: |          | 7329/? [54:26<00:00,  2.24it/s]\nEpoch 0: |          | 7330/? [54:26<00:00,  2.24it/s]\nEpoch 0: |          | 7330/? [54:26<00:00,  2.24it/s]\nEpoch 0: |          | 7331/? [54:26<00:00,  2.24it/s]\nEpoch 0: |          | 7331/? [54:26<00:00,  2.24it/s]\nEpoch 0: |          | 7332/? [54:27<00:00,  2.24it/s]\nEpoch 0: |          | 7332/? [54:27<00:00,  2.24it/s]\nEpoch 0: |          | 7333/? [54:27<00:00,  2.24it/s]\nEpoch 0: |          | 7333/? [54:27<00:00,  2.24it/s]\nEpoch 0: |          | 7334/? [54:28<00:00,  2.24it/s]\nEpoch 0: |          | 7334/? [54:28<00:00,  2.24it/s]\nEpoch 0: |          | 7335/? [54:28<00:00,  2.24it/s]\nEpoch 0: |          | 7335/? [54:28<00:00,  2.24it/s]\nEpoch 0: |          | 7336/? [54:28<00:00,  2.24it/s]\nEpoch 0: |          | 7336/? [54:28<00:00,  2.24it/s]\nEpoch 0: |          | 7337/? [54:29<00:00,  2.24it/s]\nEpoch 0: |          | 7337/? [54:29<00:00,  2.24it/s]\nEpoch 0: |          | 7338/? [54:29<00:00,  2.24it/s]\nEpoch 0: |          | 7338/? [54:29<00:00,  2.24it/s]\nEpoch 0: |          | 7339/? [54:29<00:00,  2.24it/s]\nEpoch 0: |          | 7339/? [54:29<00:00,  2.24it/s]\nEpoch 0: |          | 7340/? [54:30<00:00,  2.24it/s]\nEpoch 0: |          | 7340/? [54:30<00:00,  2.24it/s]\nEpoch 0: |          | 7341/? [54:30<00:00,  2.24it/s]\nEpoch 0: |          | 7341/? [54:30<00:00,  2.24it/s]\nEpoch 0: |          | 7342/? [54:30<00:00,  2.24it/s]\nEpoch 0: |          | 7342/? [54:30<00:00,  2.24it/s]\nEpoch 0: |          | 7343/? [54:31<00:00,  2.24it/s]\nEpoch 0: |          | 7343/? [54:31<00:00,  2.24it/s]\nEpoch 0: |          | 7344/? [54:31<00:00,  2.24it/s]\nEpoch 0: |          | 7344/? [54:31<00:00,  2.24it/s]\nEpoch 0: |          | 7345/? [54:31<00:00,  2.24it/s]\nEpoch 0: |          | 7345/? [54:31<00:00,  2.24it/s]\nEpoch 0: |          | 7346/? [54:32<00:00,  2.24it/s]\nEpoch 0: |          | 7346/? [54:32<00:00,  2.24it/s]\nEpoch 0: |          | 7347/? [54:32<00:00,  2.25it/s]\nEpoch 0: |          | 7347/? [54:32<00:00,  2.25it/s]\nEpoch 0: |          | 7348/? [54:32<00:00,  2.25it/s]\nEpoch 0: |          | 7348/? [54:32<00:00,  2.25it/s]\nEpoch 0: |          | 7349/? [54:33<00:00,  2.25it/s]\nEpoch 0: |          | 7349/? [54:33<00:00,  2.25it/s]\nEpoch 0: |          | 7350/? [54:33<00:00,  2.25it/s]\nEpoch 0: |          | 7350/? [54:33<00:00,  2.25it/s]\nEpoch 0: |          | 7351/? [54:33<00:00,  2.25it/s]\nEpoch 0: |          | 7351/? [54:33<00:00,  2.25it/s]\nEpoch 0: |          | 7352/? [54:34<00:00,  2.25it/s]\nEpoch 0: |          | 7352/? [54:34<00:00,  2.25it/s]\nEpoch 0: |          | 7353/? [54:34<00:00,  2.25it/s]\nEpoch 0: |          | 7353/? [54:34<00:00,  2.25it/s]\nEpoch 0: |          | 7354/? [54:34<00:00,  2.25it/s]\nEpoch 0: |          | 7354/? [54:34<00:00,  2.25it/s]\nEpoch 0: |          | 7355/? [54:35<00:00,  2.25it/s]\nEpoch 0: |          | 7355/? [54:35<00:00,  2.25it/s]\nEpoch 0: |          | 7356/? [54:35<00:00,  2.25it/s]\nEpoch 0: |          | 7356/? [54:35<00:00,  2.25it/s]\nEpoch 0: |          | 7357/? [54:36<00:00,  2.25it/s]\nEpoch 0: |          | 7357/? [54:36<00:00,  2.25it/s]\nEpoch 0: |          | 7358/? [54:36<00:00,  2.25it/s]\nEpoch 0: |          | 7358/? [54:36<00:00,  2.25it/s]\nEpoch 0: |          | 7359/? [54:36<00:00,  2.25it/s]\nEpoch 0: |          | 7359/? [54:36<00:00,  2.25it/s]\nEpoch 0: |          | 7360/? [54:37<00:00,  2.25it/s]\nEpoch 0: |          | 7360/? [54:37<00:00,  2.25it/s]\nEpoch 0: |          | 7361/? [54:37<00:00,  2.25it/s]\nEpoch 0: |          | 7361/? [54:37<00:00,  2.25it/s]\nEpoch 0: |          | 7362/? [54:37<00:00,  2.25it/s]\nEpoch 0: |          | 7362/? [54:37<00:00,  2.25it/s]\nEpoch 0: |          | 7363/? [54:38<00:00,  2.25it/s]\nEpoch 0: |          | 7363/? [54:38<00:00,  2.25it/s]\nEpoch 0: |          | 7364/? [54:38<00:00,  2.25it/s]\nEpoch 0: |          | 7364/? [54:38<00:00,  2.25it/s]\nEpoch 0: |          | 7365/? [54:38<00:00,  2.25it/s]\nEpoch 0: |          | 7365/? [54:38<00:00,  2.25it/s]\nEpoch 0: |          | 7366/? [54:39<00:00,  2.25it/s]\nEpoch 0: |          | 7366/? [54:39<00:00,  2.25it/s]\nEpoch 0: |          | 7367/? [54:39<00:00,  2.25it/s]\nEpoch 0: |          | 7367/? [54:39<00:00,  2.25it/s]\nEpoch 0: |          | 7368/? [54:39<00:00,  2.25it/s]\nEpoch 0: |          | 7368/? [54:39<00:00,  2.25it/s]\nEpoch 0: |          | 7369/? [54:40<00:00,  2.25it/s]\nEpoch 0: |          | 7369/? [54:40<00:00,  2.25it/s]\nEpoch 0: |          | 7370/? [54:40<00:00,  2.25it/s]\nEpoch 0: |          | 7370/? [54:40<00:00,  2.25it/s]\nEpoch 0: |          | 7371/? [54:41<00:00,  2.25it/s]\nEpoch 0: |          | 7371/? [54:41<00:00,  2.25it/s]\nEpoch 0: |          | 7372/? [54:41<00:00,  2.25it/s]\nEpoch 0: |          | 7372/? [54:41<00:00,  2.25it/s]\nEpoch 0: |          | 7373/? [54:41<00:00,  2.25it/s]\nEpoch 0: |          | 7373/? [54:41<00:00,  2.25it/s]\nEpoch 0: |          | 7374/? [54:42<00:00,  2.25it/s]\nEpoch 0: |          | 7374/? [54:42<00:00,  2.25it/s]\nEpoch 0: |          | 7375/? [54:42<00:00,  2.25it/s]\nEpoch 0: |          | 7375/? [54:42<00:00,  2.25it/s]\nEpoch 0: |          | 7376/? [54:42<00:00,  2.25it/s]\nEpoch 0: |          | 7376/? [54:42<00:00,  2.25it/s]\nEpoch 0: |          | 7377/? [54:43<00:00,  2.25it/s]\nEpoch 0: |          | 7377/? [54:43<00:00,  2.25it/s]\nEpoch 0: |          | 7378/? [54:43<00:00,  2.25it/s]\nEpoch 0: |          | 7378/? [54:43<00:00,  2.25it/s]\nEpoch 0: |          | 7379/? [54:43<00:00,  2.25it/s]\nEpoch 0: |          | 7379/? [54:43<00:00,  2.25it/s]\nEpoch 0: |          | 7380/? [54:44<00:00,  2.25it/s]\nEpoch 0: |          | 7380/? [54:44<00:00,  2.25it/s]\nEpoch 0: |          | 7381/? [54:44<00:00,  2.25it/s]\nEpoch 0: |          | 7381/? [54:44<00:00,  2.25it/s]\nEpoch 0: |          | 7382/? [54:45<00:00,  2.25it/s]\nEpoch 0: |          | 7382/? [54:45<00:00,  2.25it/s]\nEpoch 0: |          | 7383/? [54:45<00:00,  2.25it/s]\nEpoch 0: |          | 7383/? [54:45<00:00,  2.25it/s]\nEpoch 0: |          | 7384/? [54:45<00:00,  2.25it/s]\nEpoch 0: |          | 7384/? [54:45<00:00,  2.25it/s]\nEpoch 0: |          | 7385/? [54:46<00:00,  2.25it/s]\nEpoch 0: |          | 7385/? [54:46<00:00,  2.25it/s]\nEpoch 0: |          | 7386/? [54:46<00:00,  2.25it/s]\nEpoch 0: |          | 7386/? [54:46<00:00,  2.25it/s]\nEpoch 0: |          | 7387/? [54:46<00:00,  2.25it/s]\nEpoch 0: |          | 7387/? [54:46<00:00,  2.25it/s]\nEpoch 0: |          | 7388/? [54:47<00:00,  2.25it/s]\nEpoch 0: |          | 7388/? [54:47<00:00,  2.25it/s]\nEpoch 0: |          | 7389/? [54:47<00:00,  2.25it/s]\nEpoch 0: |          | 7389/? [54:47<00:00,  2.25it/s]\nEpoch 0: |          | 7390/? [54:47<00:00,  2.25it/s]\nEpoch 0: |          | 7390/? [54:47<00:00,  2.25it/s]\nEpoch 0: |          | 7391/? [54:48<00:00,  2.25it/s]\nEpoch 0: |          | 7391/? [54:48<00:00,  2.25it/s]\nEpoch 0: |          | 7392/? [54:48<00:00,  2.25it/s]\nEpoch 0: |          | 7392/? [54:48<00:00,  2.25it/s]\nEpoch 0: |          | 7393/? [54:48<00:00,  2.25it/s]\nEpoch 0: |          | 7393/? [54:48<00:00,  2.25it/s]\nEpoch 0: |          | 7394/? [54:49<00:00,  2.25it/s]\nEpoch 0: |          | 7394/? [54:49<00:00,  2.25it/s]\nEpoch 0: |          | 7395/? [54:49<00:00,  2.25it/s]\nEpoch 0: |          | 7395/? [54:49<00:00,  2.25it/s]\nEpoch 0: |          | 7396/? [54:49<00:00,  2.25it/s]\nEpoch 0: |          | 7396/? [54:49<00:00,  2.25it/s]\nEpoch 0: |          | 7397/? [54:50<00:00,  2.25it/s]\nEpoch 0: |          | 7397/? [54:50<00:00,  2.25it/s]\nEpoch 0: |          | 7398/? [54:50<00:00,  2.25it/s]\nEpoch 0: |          | 7398/? [54:50<00:00,  2.25it/s]\nEpoch 0: |          | 7399/? [54:51<00:00,  2.25it/s]\nEpoch 0: |          | 7399/? [54:51<00:00,  2.25it/s]\nEpoch 0: |          | 7400/? [54:51<00:00,  2.25it/s]\nEpoch 0: |          | 7400/? [54:51<00:00,  2.25it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.80it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.28it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.13it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.05it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 7400/? [54:51<00:00,  2.25it/s]\nEpoch 0: |          | 7401/? [54:52<00:00,  2.25it/s]\nEpoch 0: |          | 7401/? [54:52<00:00,  2.25it/s]\nEpoch 0: |          | 7402/? [54:52<00:00,  2.25it/s]\nEpoch 0: |          | 7402/? [54:52<00:00,  2.25it/s]\nEpoch 0: |          | 7403/? [54:52<00:00,  2.25it/s]\nEpoch 0: |          | 7403/? [54:52<00:00,  2.25it/s]\nEpoch 0: |          | 7404/? [54:53<00:00,  2.25it/s]\nEpoch 0: |          | 7404/? [54:53<00:00,  2.25it/s]\nEpoch 0: |          | 7405/? [54:53<00:00,  2.25it/s]\nEpoch 0: |          | 7405/? [54:53<00:00,  2.25it/s]\nEpoch 0: |          | 7406/? [54:53<00:00,  2.25it/s]\nEpoch 0: |          | 7406/? [54:53<00:00,  2.25it/s]\nEpoch 0: |          | 7407/? [54:54<00:00,  2.25it/s]\nEpoch 0: |          | 7407/? [54:54<00:00,  2.25it/s]\nEpoch 0: |          | 7408/? [54:54<00:00,  2.25it/s]\nEpoch 0: |          | 7408/? [54:54<00:00,  2.25it/s]\nEpoch 0: |          | 7409/? [54:55<00:00,  2.25it/s]\nEpoch 0: |          | 7409/? [54:55<00:00,  2.25it/s]\nEpoch 0: |          | 7410/? [54:55<00:00,  2.25it/s]\nEpoch 0: |          | 7410/? [54:55<00:00,  2.25it/s]\nEpoch 0: |          | 7411/? [54:55<00:00,  2.25it/s]\nEpoch 0: |          | 7411/? [54:55<00:00,  2.25it/s]\nEpoch 0: |          | 7412/? [54:56<00:00,  2.25it/s]\nEpoch 0: |          | 7412/? [54:56<00:00,  2.25it/s]\nEpoch 0: |          | 7413/? [54:56<00:00,  2.25it/s]\nEpoch 0: |          | 7413/? [54:56<00:00,  2.25it/s]\nEpoch 0: |          | 7414/? [54:56<00:00,  2.25it/s]\nEpoch 0: |          | 7414/? [54:56<00:00,  2.25it/s]\nEpoch 0: |          | 7415/? [54:57<00:00,  2.25it/s]\nEpoch 0: |          | 7415/? [54:57<00:00,  2.25it/s]\nEpoch 0: |          | 7416/? [54:57<00:00,  2.25it/s]\nEpoch 0: |          | 7416/? [54:57<00:00,  2.25it/s]\nEpoch 0: |          | 7417/? [54:57<00:00,  2.25it/s]\nEpoch 0: |          | 7417/? [54:57<00:00,  2.25it/s]\nEpoch 0: |          | 7418/? [54:58<00:00,  2.25it/s]\nEpoch 0: |          | 7418/? [54:58<00:00,  2.25it/s]\nEpoch 0: |          | 7419/? [54:58<00:00,  2.25it/s]\nEpoch 0: |          | 7419/? [54:58<00:00,  2.25it/s]\nEpoch 0: |          | 7420/? [54:58<00:00,  2.25it/s]\nEpoch 0: |          | 7420/? [54:58<00:00,  2.25it/s]\nEpoch 0: |          | 7421/? [54:59<00:00,  2.25it/s]\nEpoch 0: |          | 7421/? [54:59<00:00,  2.25it/s]\nEpoch 0: |          | 7422/? [54:59<00:00,  2.25it/s]\nEpoch 0: |          | 7422/? [54:59<00:00,  2.25it/s]\nEpoch 0: |          | 7423/? [54:59<00:00,  2.25it/s]\nEpoch 0: |          | 7423/? [54:59<00:00,  2.25it/s]\nEpoch 0: |          | 7424/? [55:00<00:00,  2.25it/s]\nEpoch 0: |          | 7424/? [55:00<00:00,  2.25it/s]\nEpoch 0: |          | 7425/? [55:00<00:00,  2.25it/s]\nEpoch 0: |          | 7425/? [55:00<00:00,  2.25it/s]\nEpoch 0: |          | 7426/? [55:00<00:00,  2.25it/s]\nEpoch 0: |          | 7426/? [55:00<00:00,  2.25it/s]\nEpoch 0: |          | 7427/? [55:01<00:00,  2.25it/s]\nEpoch 0: |          | 7427/? [55:01<00:00,  2.25it/s]\nEpoch 0: |          | 7428/? [55:01<00:00,  2.25it/s]\nEpoch 0: |          | 7428/? [55:01<00:00,  2.25it/s]\nEpoch 0: |          | 7429/? [55:01<00:00,  2.25it/s]\nEpoch 0: |          | 7429/? [55:01<00:00,  2.25it/s]\nEpoch 0: |          | 7430/? [55:02<00:00,  2.25it/s]\nEpoch 0: |          | 7430/? [55:02<00:00,  2.25it/s]\nEpoch 0: |          | 7431/? [55:02<00:00,  2.25it/s]\nEpoch 0: |          | 7431/? [55:02<00:00,  2.25it/s]\nEpoch 0: |          | 7432/? [55:02<00:00,  2.25it/s]\nEpoch 0: |          | 7432/? [55:02<00:00,  2.25it/s]\nEpoch 0: |          | 7433/? [55:03<00:00,  2.25it/s]\nEpoch 0: |          | 7433/? [55:03<00:00,  2.25it/s]\nEpoch 0: |          | 7434/? [55:03<00:00,  2.25it/s]\nEpoch 0: |          | 7434/? [55:03<00:00,  2.25it/s]\nEpoch 0: |          | 7435/? [55:04<00:00,  2.25it/s]\nEpoch 0: |          | 7435/? [55:04<00:00,  2.25it/s]\nEpoch 0: |          | 7436/? [55:04<00:00,  2.25it/s]\nEpoch 0: |          | 7436/? [55:04<00:00,  2.25it/s]\nEpoch 0: |          | 7437/? [55:04<00:00,  2.25it/s]\nEpoch 0: |          | 7437/? [55:04<00:00,  2.25it/s]\nEpoch 0: |          | 7438/? [55:05<00:00,  2.25it/s]\nEpoch 0: |          | 7438/? [55:05<00:00,  2.25it/s]\nEpoch 0: |          | 7439/? [55:05<00:00,  2.25it/s]\nEpoch 0: |          | 7439/? [55:05<00:00,  2.25it/s]\nEpoch 0: |          | 7440/? [55:05<00:00,  2.25it/s]\nEpoch 0: |          | 7440/? [55:05<00:00,  2.25it/s]\nEpoch 0: |          | 7441/? [55:06<00:00,  2.25it/s]\nEpoch 0: |          | 7441/? [55:06<00:00,  2.25it/s]\nEpoch 0: |          | 7442/? [55:06<00:00,  2.25it/s]\nEpoch 0: |          | 7442/? [55:06<00:00,  2.25it/s]\nEpoch 0: |          | 7443/? [55:06<00:00,  2.25it/s]\nEpoch 0: |          | 7443/? [55:06<00:00,  2.25it/s]\nEpoch 0: |          | 7444/? [55:07<00:00,  2.25it/s]\nEpoch 0: |          | 7444/? [55:07<00:00,  2.25it/s]\nEpoch 0: |          | 7445/? [55:07<00:00,  2.25it/s]\nEpoch 0: |          | 7445/? [55:07<00:00,  2.25it/s]\nEpoch 0: |          | 7446/? [55:07<00:00,  2.25it/s]\nEpoch 0: |          | 7446/? [55:07<00:00,  2.25it/s]\nEpoch 0: |          | 7447/? [55:08<00:00,  2.25it/s]\nEpoch 0: |          | 7447/? [55:08<00:00,  2.25it/s]\nEpoch 0: |          | 7448/? [55:08<00:00,  2.25it/s]\nEpoch 0: |          | 7448/? [55:08<00:00,  2.25it/s]\nEpoch 0: |          | 7449/? [55:08<00:00,  2.25it/s]\nEpoch 0: |          | 7449/? [55:08<00:00,  2.25it/s]\nEpoch 0: |          | 7450/? [55:09<00:00,  2.25it/s]\nEpoch 0: |          | 7450/? [55:09<00:00,  2.25it/s]\nEpoch 0: |          | 7451/? [55:09<00:00,  2.25it/s]\nEpoch 0: |          | 7451/? [55:09<00:00,  2.25it/s]\nEpoch 0: |          | 7452/? [55:09<00:00,  2.25it/s]\nEpoch 0: |          | 7452/? [55:09<00:00,  2.25it/s]\nEpoch 0: |          | 7453/? [55:10<00:00,  2.25it/s]\nEpoch 0: |          | 7453/? [55:10<00:00,  2.25it/s]\nEpoch 0: |          | 7454/? [55:10<00:00,  2.25it/s]\nEpoch 0: |          | 7454/? [55:10<00:00,  2.25it/s]\nEpoch 0: |          | 7455/? [55:10<00:00,  2.25it/s]\nEpoch 0: |          | 7455/? [55:10<00:00,  2.25it/s]\nEpoch 0: |          | 7456/? [55:11<00:00,  2.25it/s]\nEpoch 0: |          | 7456/? [55:11<00:00,  2.25it/s]\nEpoch 0: |          | 7457/? [55:11<00:00,  2.25it/s]\nEpoch 0: |          | 7457/? [55:11<00:00,  2.25it/s]\nEpoch 0: |          | 7458/? [55:11<00:00,  2.25it/s]\nEpoch 0: |          | 7458/? [55:11<00:00,  2.25it/s]\nEpoch 0: |          | 7459/? [55:12<00:00,  2.25it/s]\nEpoch 0: |          | 7459/? [55:12<00:00,  2.25it/s]\nEpoch 0: |          | 7460/? [55:12<00:00,  2.25it/s]\nEpoch 0: |          | 7460/? [55:12<00:00,  2.25it/s]\nEpoch 0: |          | 7461/? [55:12<00:00,  2.25it/s]\nEpoch 0: |          | 7461/? [55:12<00:00,  2.25it/s]\nEpoch 0: |          | 7462/? [55:13<00:00,  2.25it/s]\nEpoch 0: |          | 7462/? [55:13<00:00,  2.25it/s]\nEpoch 0: |          | 7463/? [55:13<00:00,  2.25it/s]\nEpoch 0: |          | 7463/? [55:13<00:00,  2.25it/s]\nEpoch 0: |          | 7464/? [55:13<00:00,  2.25it/s]\nEpoch 0: |          | 7464/? [55:13<00:00,  2.25it/s]\nEpoch 0: |          | 7465/? [55:14<00:00,  2.25it/s]\nEpoch 0: |          | 7465/? [55:14<00:00,  2.25it/s]\nEpoch 0: |          | 7466/? [55:14<00:00,  2.25it/s]\nEpoch 0: |          | 7466/? [55:14<00:00,  2.25it/s]\nEpoch 0: |          | 7467/? [55:14<00:00,  2.25it/s]\nEpoch 0: |          | 7467/? [55:14<00:00,  2.25it/s]\nEpoch 0: |          | 7468/? [55:15<00:00,  2.25it/s]\nEpoch 0: |          | 7468/? [55:15<00:00,  2.25it/s]\nEpoch 0: |          | 7469/? [55:15<00:00,  2.25it/s]\nEpoch 0: |          | 7469/? [55:15<00:00,  2.25it/s]\nEpoch 0: |          | 7470/? [55:16<00:00,  2.25it/s]\nEpoch 0: |          | 7470/? [55:16<00:00,  2.25it/s]\nEpoch 0: |          | 7471/? [55:16<00:00,  2.25it/s]\nEpoch 0: |          | 7471/? [55:16<00:00,  2.25it/s]\nEpoch 0: |          | 7472/? [55:16<00:00,  2.25it/s]\nEpoch 0: |          | 7472/? [55:16<00:00,  2.25it/s]\nEpoch 0: |          | 7473/? [55:17<00:00,  2.25it/s]\nEpoch 0: |          | 7473/? [55:17<00:00,  2.25it/s]\nEpoch 0: |          | 7474/? [55:17<00:00,  2.25it/s]\nEpoch 0: |          | 7474/? [55:17<00:00,  2.25it/s]\nEpoch 0: |          | 7475/? [55:17<00:00,  2.25it/s]\nEpoch 0: |          | 7475/? [55:17<00:00,  2.25it/s]\nEpoch 0: |          | 7476/? [55:18<00:00,  2.25it/s]\nEpoch 0: |          | 7476/? [55:18<00:00,  2.25it/s]\nEpoch 0: |          | 7477/? [55:18<00:00,  2.25it/s]\nEpoch 0: |          | 7477/? [55:18<00:00,  2.25it/s]\nEpoch 0: |          | 7478/? [55:18<00:00,  2.25it/s]\nEpoch 0: |          | 7478/? [55:18<00:00,  2.25it/s]\nEpoch 0: |          | 7479/? [55:19<00:00,  2.25it/s]\nEpoch 0: |          | 7479/? [55:19<00:00,  2.25it/s]\nEpoch 0: |          | 7480/? [55:19<00:00,  2.25it/s]\nEpoch 0: |          | 7480/? [55:19<00:00,  2.25it/s]\nEpoch 0: |          | 7481/? [55:19<00:00,  2.25it/s]\nEpoch 0: |          | 7481/? [55:19<00:00,  2.25it/s]\nEpoch 0: |          | 7482/? [55:20<00:00,  2.25it/s]\nEpoch 0: |          | 7482/? [55:20<00:00,  2.25it/s]\nEpoch 0: |          | 7483/? [55:20<00:00,  2.25it/s]\nEpoch 0: |          | 7483/? [55:20<00:00,  2.25it/s]\nEpoch 0: |          | 7484/? [55:20<00:00,  2.25it/s]\nEpoch 0: |          | 7484/? [55:20<00:00,  2.25it/s]\nEpoch 0: |          | 7485/? [55:21<00:00,  2.25it/s]\nEpoch 0: |          | 7485/? [55:21<00:00,  2.25it/s]\nEpoch 0: |          | 7486/? [55:21<00:00,  2.25it/s]\nEpoch 0: |          | 7486/? [55:21<00:00,  2.25it/s]\nEpoch 0: |          | 7487/? [55:21<00:00,  2.25it/s]\nEpoch 0: |          | 7487/? [55:21<00:00,  2.25it/s]\nEpoch 0: |          | 7488/? [55:22<00:00,  2.25it/s]\nEpoch 0: |          | 7488/? [55:22<00:00,  2.25it/s]\nEpoch 0: |          | 7489/? [55:22<00:00,  2.25it/s]\nEpoch 0: |          | 7489/? [55:22<00:00,  2.25it/s]\nEpoch 0: |          | 7490/? [55:22<00:00,  2.25it/s]\nEpoch 0: |          | 7490/? [55:22<00:00,  2.25it/s]\nEpoch 0: |          | 7491/? [55:23<00:00,  2.25it/s]\nEpoch 0: |          | 7491/? [55:23<00:00,  2.25it/s]\nEpoch 0: |          | 7492/? [55:23<00:00,  2.25it/s]\nEpoch 0: |          | 7492/? [55:23<00:00,  2.25it/s]\nEpoch 0: |          | 7493/? [55:23<00:00,  2.25it/s]\nEpoch 0: |          | 7493/? [55:23<00:00,  2.25it/s]\nEpoch 0: |          | 7494/? [55:24<00:00,  2.25it/s]\nEpoch 0: |          | 7494/? [55:24<00:00,  2.25it/s]\nEpoch 0: |          | 7495/? [55:24<00:00,  2.25it/s]\nEpoch 0: |          | 7495/? [55:24<00:00,  2.25it/s]\nEpoch 0: |          | 7496/? [55:24<00:00,  2.25it/s]\nEpoch 0: |          | 7496/? [55:24<00:00,  2.25it/s]\nEpoch 0: |          | 7497/? [55:25<00:00,  2.25it/s]\nEpoch 0: |          | 7497/? [55:25<00:00,  2.25it/s]\nEpoch 0: |          | 7498/? [55:25<00:00,  2.25it/s]\nEpoch 0: |          | 7498/? [55:25<00:00,  2.25it/s]\nEpoch 0: |          | 7499/? [55:25<00:00,  2.25it/s]\nEpoch 0: |          | 7499/? [55:25<00:00,  2.25it/s]\nEpoch 0: |          | 7500/? [55:26<00:00,  2.25it/s]\nEpoch 0: |          | 7500/? [55:26<00:00,  2.25it/s]\nEpoch 0: |          | 7501/? [55:26<00:00,  2.25it/s]\nEpoch 0: |          | 7501/? [55:26<00:00,  2.25it/s]\nEpoch 0: |          | 7502/? [55:27<00:00,  2.25it/s]\nEpoch 0: |          | 7502/? [55:27<00:00,  2.25it/s]\nEpoch 0: |          | 7503/? [55:27<00:00,  2.25it/s]\nEpoch 0: |          | 7503/? [55:27<00:00,  2.25it/s]\nEpoch 0: |          | 7504/? [55:27<00:00,  2.26it/s]\nEpoch 0: |          | 7504/? [55:27<00:00,  2.26it/s]\nEpoch 0: |          | 7505/? [55:28<00:00,  2.26it/s]\nEpoch 0: |          | 7505/? [55:28<00:00,  2.26it/s]\nEpoch 0: |          | 7506/? [55:28<00:00,  2.26it/s]\nEpoch 0: |          | 7506/? [55:28<00:00,  2.26it/s]\nEpoch 0: |          | 7507/? [55:28<00:00,  2.26it/s]\nEpoch 0: |          | 7507/? [55:28<00:00,  2.26it/s]\nEpoch 0: |          | 7508/? [55:29<00:00,  2.26it/s]\nEpoch 0: |          | 7508/? [55:29<00:00,  2.26it/s]\nEpoch 0: |          | 7509/? [55:29<00:00,  2.26it/s]\nEpoch 0: |          | 7509/? [55:29<00:00,  2.26it/s]\nEpoch 0: |          | 7510/? [55:29<00:00,  2.26it/s]\nEpoch 0: |          | 7510/? [55:29<00:00,  2.26it/s]\nEpoch 0: |          | 7511/? [55:30<00:00,  2.26it/s]\nEpoch 0: |          | 7511/? [55:30<00:00,  2.26it/s]\nEpoch 0: |          | 7512/? [55:30<00:00,  2.26it/s]\nEpoch 0: |          | 7512/? [55:30<00:00,  2.26it/s]\nEpoch 0: |          | 7513/? [55:30<00:00,  2.26it/s]\nEpoch 0: |          | 7513/? [55:30<00:00,  2.26it/s]\nEpoch 0: |          | 7514/? [55:31<00:00,  2.26it/s]\nEpoch 0: |          | 7514/? [55:31<00:00,  2.26it/s]\nEpoch 0: |          | 7515/? [55:31<00:00,  2.26it/s]\nEpoch 0: |          | 7515/? [55:31<00:00,  2.26it/s]\nEpoch 0: |          | 7516/? [55:31<00:00,  2.26it/s]\nEpoch 0: |          | 7516/? [55:31<00:00,  2.26it/s]\nEpoch 0: |          | 7517/? [55:32<00:00,  2.26it/s]\nEpoch 0: |          | 7517/? [55:32<00:00,  2.26it/s]\nEpoch 0: |          | 7518/? [55:32<00:00,  2.26it/s]\nEpoch 0: |          | 7518/? [55:32<00:00,  2.26it/s]\nEpoch 0: |          | 7519/? [55:32<00:00,  2.26it/s]\nEpoch 0: |          | 7519/? [55:32<00:00,  2.26it/s]\nEpoch 0: |          | 7520/? [55:33<00:00,  2.26it/s]\nEpoch 0: |          | 7520/? [55:33<00:00,  2.26it/s]\nEpoch 0: |          | 7521/? [55:33<00:00,  2.26it/s]\nEpoch 0: |          | 7521/? [55:33<00:00,  2.26it/s]\nEpoch 0: |          | 7522/? [55:33<00:00,  2.26it/s]\nEpoch 0: |          | 7522/? [55:33<00:00,  2.26it/s]\nEpoch 0: |          | 7523/? [55:34<00:00,  2.26it/s]\nEpoch 0: |          | 7523/? [55:34<00:00,  2.26it/s]\nEpoch 0: |          | 7524/? [55:34<00:00,  2.26it/s]\nEpoch 0: |          | 7524/? [55:34<00:00,  2.26it/s]\nEpoch 0: |          | 7525/? [55:34<00:00,  2.26it/s]\nEpoch 0: |          | 7525/? [55:34<00:00,  2.26it/s]\nEpoch 0: |          | 7526/? [55:35<00:00,  2.26it/s]\nEpoch 0: |          | 7526/? [55:35<00:00,  2.26it/s]\nEpoch 0: |          | 7527/? [55:35<00:00,  2.26it/s]\nEpoch 0: |          | 7527/? [55:35<00:00,  2.26it/s]\nEpoch 0: |          | 7528/? [55:35<00:00,  2.26it/s]\nEpoch 0: |          | 7528/? [55:35<00:00,  2.26it/s]\nEpoch 0: |          | 7529/? [55:36<00:00,  2.26it/s]\nEpoch 0: |          | 7529/? [55:36<00:00,  2.26it/s]\nEpoch 0: |          | 7530/? [55:36<00:00,  2.26it/s]\nEpoch 0: |          | 7530/? [55:36<00:00,  2.26it/s]\nEpoch 0: |          | 7531/? [55:36<00:00,  2.26it/s]\nEpoch 0: |          | 7531/? [55:36<00:00,  2.26it/s]\nEpoch 0: |          | 7532/? [55:37<00:00,  2.26it/s]\nEpoch 0: |          | 7532/? [55:37<00:00,  2.26it/s]\nEpoch 0: |          | 7533/? [55:37<00:00,  2.26it/s]\nEpoch 0: |          | 7533/? [55:37<00:00,  2.26it/s]\nEpoch 0: |          | 7534/? [55:37<00:00,  2.26it/s]\nEpoch 0: |          | 7534/? [55:37<00:00,  2.26it/s]\nEpoch 0: |          | 7535/? [55:38<00:00,  2.26it/s]\nEpoch 0: |          | 7535/? [55:38<00:00,  2.26it/s]\nEpoch 0: |          | 7536/? [55:38<00:00,  2.26it/s]\nEpoch 0: |          | 7536/? [55:38<00:00,  2.26it/s]\nEpoch 0: |          | 7537/? [55:39<00:00,  2.26it/s]\nEpoch 0: |          | 7537/? [55:39<00:00,  2.26it/s]\nEpoch 0: |          | 7538/? [55:39<00:00,  2.26it/s]\nEpoch 0: |          | 7538/? [55:39<00:00,  2.26it/s]\nEpoch 0: |          | 7539/? [55:39<00:00,  2.26it/s]\nEpoch 0: |          | 7539/? [55:39<00:00,  2.26it/s]\nEpoch 0: |          | 7540/? [55:40<00:00,  2.26it/s]\nEpoch 0: |          | 7540/? [55:40<00:00,  2.26it/s]\nEpoch 0: |          | 7541/? [55:40<00:00,  2.26it/s]\nEpoch 0: |          | 7541/? [55:40<00:00,  2.26it/s]\nEpoch 0: |          | 7542/? [55:40<00:00,  2.26it/s]\nEpoch 0: |          | 7542/? [55:40<00:00,  2.26it/s]\nEpoch 0: |          | 7543/? [55:41<00:00,  2.26it/s]\nEpoch 0: |          | 7543/? [55:41<00:00,  2.26it/s]\nEpoch 0: |          | 7544/? [55:41<00:00,  2.26it/s]\nEpoch 0: |          | 7544/? [55:41<00:00,  2.26it/s]\nEpoch 0: |          | 7545/? [55:41<00:00,  2.26it/s]\nEpoch 0: |          | 7545/? [55:41<00:00,  2.26it/s]\nEpoch 0: |          | 7546/? [55:42<00:00,  2.26it/s]\nEpoch 0: |          | 7546/? [55:42<00:00,  2.26it/s]\nEpoch 0: |          | 7547/? [55:42<00:00,  2.26it/s]\nEpoch 0: |          | 7547/? [55:42<00:00,  2.26it/s]\nEpoch 0: |          | 7548/? [55:42<00:00,  2.26it/s]\nEpoch 0: |          | 7548/? [55:42<00:00,  2.26it/s]\nEpoch 0: |          | 7549/? [55:43<00:00,  2.26it/s]\nEpoch 0: |          | 7549/? [55:43<00:00,  2.26it/s]\nEpoch 0: |          | 7550/? [55:43<00:00,  2.26it/s]\nEpoch 0: |          | 7550/? [55:43<00:00,  2.26it/s]\nEpoch 0: |          | 7551/? [55:43<00:00,  2.26it/s]\nEpoch 0: |          | 7551/? [55:43<00:00,  2.26it/s]\nEpoch 0: |          | 7552/? [55:44<00:00,  2.26it/s]\nEpoch 0: |          | 7552/? [55:44<00:00,  2.26it/s]\nEpoch 0: |          | 7553/? [55:44<00:00,  2.26it/s]\nEpoch 0: |          | 7553/? [55:44<00:00,  2.26it/s]\nEpoch 0: |          | 7554/? [55:44<00:00,  2.26it/s]\nEpoch 0: |          | 7554/? [55:44<00:00,  2.26it/s]\nEpoch 0: |          | 7555/? [55:45<00:00,  2.26it/s]\nEpoch 0: |          | 7555/? [55:45<00:00,  2.26it/s]\nEpoch 0: |          | 7556/? [55:45<00:00,  2.26it/s]\nEpoch 0: |          | 7556/? [55:45<00:00,  2.26it/s]\nEpoch 0: |          | 7557/? [55:45<00:00,  2.26it/s]\nEpoch 0: |          | 7557/? [55:45<00:00,  2.26it/s]\nEpoch 0: |          | 7558/? [55:46<00:00,  2.26it/s]\nEpoch 0: |          | 7558/? [55:46<00:00,  2.26it/s]\nEpoch 0: |          | 7559/? [55:46<00:00,  2.26it/s]\nEpoch 0: |          | 7559/? [55:46<00:00,  2.26it/s]\nEpoch 0: |          | 7560/? [55:47<00:00,  2.26it/s]\nEpoch 0: |          | 7560/? [55:47<00:00,  2.26it/s]\nEpoch 0: |          | 7561/? [55:47<00:00,  2.26it/s]\nEpoch 0: |          | 7561/? [55:47<00:00,  2.26it/s]\nEpoch 0: |          | 7562/? [55:47<00:00,  2.26it/s]\nEpoch 0: |          | 7562/? [55:47<00:00,  2.26it/s]\nEpoch 0: |          | 7563/? [55:48<00:00,  2.26it/s]\nEpoch 0: |          | 7563/? [55:48<00:00,  2.26it/s]\nEpoch 0: |          | 7564/? [55:48<00:00,  2.26it/s]\nEpoch 0: |          | 7564/? [55:48<00:00,  2.26it/s]\nEpoch 0: |          | 7565/? [55:48<00:00,  2.26it/s]\nEpoch 0: |          | 7565/? [55:48<00:00,  2.26it/s]\nEpoch 0: |          | 7566/? [55:49<00:00,  2.26it/s]\nEpoch 0: |          | 7566/? [55:49<00:00,  2.26it/s]\nEpoch 0: |          | 7567/? [55:49<00:00,  2.26it/s]\nEpoch 0: |          | 7567/? [55:49<00:00,  2.26it/s]\nEpoch 0: |          | 7568/? [55:49<00:00,  2.26it/s]\nEpoch 0: |          | 7568/? [55:49<00:00,  2.26it/s]\nEpoch 0: |          | 7569/? [55:50<00:00,  2.26it/s]\nEpoch 0: |          | 7569/? [55:50<00:00,  2.26it/s]\nEpoch 0: |          | 7570/? [55:50<00:00,  2.26it/s]\nEpoch 0: |          | 7570/? [55:50<00:00,  2.26it/s]\nEpoch 0: |          | 7571/? [55:50<00:00,  2.26it/s]\nEpoch 0: |          | 7571/? [55:50<00:00,  2.26it/s]\nEpoch 0: |          | 7572/? [55:51<00:00,  2.26it/s]\nEpoch 0: |          | 7572/? [55:51<00:00,  2.26it/s]\nEpoch 0: |          | 7573/? [55:51<00:00,  2.26it/s]\nEpoch 0: |          | 7573/? [55:51<00:00,  2.26it/s]\nEpoch 0: |          | 7574/? [55:51<00:00,  2.26it/s]\nEpoch 0: |          | 7574/? [55:51<00:00,  2.26it/s]\nEpoch 0: |          | 7575/? [55:52<00:00,  2.26it/s]\nEpoch 0: |          | 7575/? [55:52<00:00,  2.26it/s]\nEpoch 0: |          | 7576/? [55:52<00:00,  2.26it/s]\nEpoch 0: |          | 7576/? [55:52<00:00,  2.26it/s]\nEpoch 0: |          | 7577/? [55:52<00:00,  2.26it/s]\nEpoch 0: |          | 7577/? [55:52<00:00,  2.26it/s]\nEpoch 0: |          | 7578/? [55:53<00:00,  2.26it/s]\nEpoch 0: |          | 7578/? [55:53<00:00,  2.26it/s]\nEpoch 0: |          | 7579/? [55:53<00:00,  2.26it/s]\nEpoch 0: |          | 7579/? [55:53<00:00,  2.26it/s]\nEpoch 0: |          | 7580/? [55:53<00:00,  2.26it/s]\nEpoch 0: |          | 7580/? [55:53<00:00,  2.26it/s]\nEpoch 0: |          | 7581/? [55:54<00:00,  2.26it/s]\nEpoch 0: |          | 7581/? [55:54<00:00,  2.26it/s]\nEpoch 0: |          | 7582/? [55:54<00:00,  2.26it/s]\nEpoch 0: |          | 7582/? [55:54<00:00,  2.26it/s]\nEpoch 0: |          | 7583/? [55:54<00:00,  2.26it/s]\nEpoch 0: |          | 7583/? [55:54<00:00,  2.26it/s]\nEpoch 0: |          | 7584/? [55:55<00:00,  2.26it/s]\nEpoch 0: |          | 7584/? [55:55<00:00,  2.26it/s]\nEpoch 0: |          | 7585/? [55:55<00:00,  2.26it/s]\nEpoch 0: |          | 7585/? [55:55<00:00,  2.26it/s]\nEpoch 0: |          | 7586/? [55:55<00:00,  2.26it/s]\nEpoch 0: |          | 7586/? [55:55<00:00,  2.26it/s]\nEpoch 0: |          | 7587/? [55:56<00:00,  2.26it/s]\nEpoch 0: |          | 7587/? [55:56<00:00,  2.26it/s]\nEpoch 0: |          | 7588/? [55:56<00:00,  2.26it/s]\nEpoch 0: |          | 7588/? [55:56<00:00,  2.26it/s]\nEpoch 0: |          | 7589/? [55:57<00:00,  2.26it/s]\nEpoch 0: |          | 7589/? [55:57<00:00,  2.26it/s]\nEpoch 0: |          | 7590/? [55:57<00:00,  2.26it/s]\nEpoch 0: |          | 7590/? [55:57<00:00,  2.26it/s]\nEpoch 0: |          | 7591/? [55:57<00:00,  2.26it/s]\nEpoch 0: |          | 7591/? [55:57<00:00,  2.26it/s]\nEpoch 0: |          | 7592/? [55:58<00:00,  2.26it/s]\nEpoch 0: |          | 7592/? [55:58<00:00,  2.26it/s]\nEpoch 0: |          | 7593/? [55:58<00:00,  2.26it/s]\nEpoch 0: |          | 7593/? [55:58<00:00,  2.26it/s]\nEpoch 0: |          | 7594/? [55:58<00:00,  2.26it/s]\nEpoch 0: |          | 7594/? [55:58<00:00,  2.26it/s]\nEpoch 0: |          | 7595/? [55:59<00:00,  2.26it/s]\nEpoch 0: |          | 7595/? [55:59<00:00,  2.26it/s]\nEpoch 0: |          | 7596/? [55:59<00:00,  2.26it/s]\nEpoch 0: |          | 7596/? [55:59<00:00,  2.26it/s]\nEpoch 0: |          | 7597/? [55:59<00:00,  2.26it/s]\nEpoch 0: |          | 7597/? [55:59<00:00,  2.26it/s]\nEpoch 0: |          | 7598/? [56:00<00:00,  2.26it/s]\nEpoch 0: |          | 7598/? [56:00<00:00,  2.26it/s]\nEpoch 0: |          | 7599/? [56:00<00:00,  2.26it/s]\nEpoch 0: |          | 7599/? [56:00<00:00,  2.26it/s]\nEpoch 0: |          | 7600/? [56:00<00:00,  2.26it/s]\nEpoch 0: |          | 7600/? [56:00<00:00,  2.26it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.95it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.24it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.13it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.10it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 7600/? [56:01<00:00,  2.26it/s]\nEpoch 0: |          | 7601/? [56:01<00:00,  2.26it/s]\nEpoch 0: |          | 7601/? [56:01<00:00,  2.26it/s]\nEpoch 0: |          | 7602/? [56:01<00:00,  2.26it/s]\nEpoch 0: |          | 7602/? [56:01<00:00,  2.26it/s]\nEpoch 0: |          | 7603/? [56:02<00:00,  2.26it/s]\nEpoch 0: |          | 7603/? [56:02<00:00,  2.26it/s]\nEpoch 0: |          | 7604/? [56:02<00:00,  2.26it/s]\nEpoch 0: |          | 7604/? [56:02<00:00,  2.26it/s]\nEpoch 0: |          | 7605/? [56:02<00:00,  2.26it/s]\nEpoch 0: |          | 7605/? [56:02<00:00,  2.26it/s]\nEpoch 0: |          | 7606/? [56:03<00:00,  2.26it/s]\nEpoch 0: |          | 7606/? [56:03<00:00,  2.26it/s]\nEpoch 0: |          | 7607/? [56:03<00:00,  2.26it/s]\nEpoch 0: |          | 7607/? [56:03<00:00,  2.26it/s]\nEpoch 0: |          | 7608/? [56:04<00:00,  2.26it/s]\nEpoch 0: |          | 7608/? [56:04<00:00,  2.26it/s]\nEpoch 0: |          | 7609/? [56:04<00:00,  2.26it/s]\nEpoch 0: |          | 7609/? [56:04<00:00,  2.26it/s]\nEpoch 0: |          | 7610/? [56:04<00:00,  2.26it/s]\nEpoch 0: |          | 7610/? [56:04<00:00,  2.26it/s]\nEpoch 0: |          | 7611/? [56:05<00:00,  2.26it/s]\nEpoch 0: |          | 7611/? [56:05<00:00,  2.26it/s]\nEpoch 0: |          | 7612/? [56:05<00:00,  2.26it/s]\nEpoch 0: |          | 7612/? [56:05<00:00,  2.26it/s]\nEpoch 0: |          | 7613/? [56:05<00:00,  2.26it/s]\nEpoch 0: |          | 7613/? [56:05<00:00,  2.26it/s]\nEpoch 0: |          | 7614/? [56:06<00:00,  2.26it/s]\nEpoch 0: |          | 7614/? [56:06<00:00,  2.26it/s]\nEpoch 0: |          | 7615/? [56:06<00:00,  2.26it/s]\nEpoch 0: |          | 7615/? [56:06<00:00,  2.26it/s]\nEpoch 0: |          | 7616/? [56:06<00:00,  2.26it/s]\nEpoch 0: |          | 7616/? [56:06<00:00,  2.26it/s]\nEpoch 0: |          | 7617/? [56:07<00:00,  2.26it/s]\nEpoch 0: |          | 7617/? [56:07<00:00,  2.26it/s]\nEpoch 0: |          | 7618/? [56:07<00:00,  2.26it/s]\nEpoch 0: |          | 7618/? [56:07<00:00,  2.26it/s]\nEpoch 0: |          | 7619/? [56:07<00:00,  2.26it/s]\nEpoch 0: |          | 7619/? [56:07<00:00,  2.26it/s]\nEpoch 0: |          | 7620/? [56:08<00:00,  2.26it/s]\nEpoch 0: |          | 7620/? [56:08<00:00,  2.26it/s]\nEpoch 0: |          | 7621/? [56:08<00:00,  2.26it/s]\nEpoch 0: |          | 7621/? [56:08<00:00,  2.26it/s]\nEpoch 0: |          | 7622/? [56:08<00:00,  2.26it/s]\nEpoch 0: |          | 7622/? [56:08<00:00,  2.26it/s]\nEpoch 0: |          | 7623/? [56:09<00:00,  2.26it/s]\nEpoch 0: |          | 7623/? [56:09<00:00,  2.26it/s]\nEpoch 0: |          | 7624/? [56:09<00:00,  2.26it/s]\nEpoch 0: |          | 7624/? [56:09<00:00,  2.26it/s]\nEpoch 0: |          | 7625/? [56:09<00:00,  2.26it/s]\nEpoch 0: |          | 7625/? [56:09<00:00,  2.26it/s]\nEpoch 0: |          | 7626/? [56:10<00:00,  2.26it/s]\nEpoch 0: |          | 7626/? [56:10<00:00,  2.26it/s]\nEpoch 0: |          | 7627/? [56:10<00:00,  2.26it/s]\nEpoch 0: |          | 7627/? [56:10<00:00,  2.26it/s]\nEpoch 0: |          | 7628/? [56:10<00:00,  2.26it/s]\nEpoch 0: |          | 7628/? [56:10<00:00,  2.26it/s]\nEpoch 0: |          | 7629/? [56:11<00:00,  2.26it/s]\nEpoch 0: |          | 7629/? [56:11<00:00,  2.26it/s]\nEpoch 0: |          | 7630/? [56:11<00:00,  2.26it/s]\nEpoch 0: |          | 7630/? [56:11<00:00,  2.26it/s]\nEpoch 0: |          | 7631/? [56:11<00:00,  2.26it/s]\nEpoch 0: |          | 7631/? [56:11<00:00,  2.26it/s]\nEpoch 0: |          | 7632/? [56:12<00:00,  2.26it/s]\nEpoch 0: |          | 7632/? [56:12<00:00,  2.26it/s]\nEpoch 0: |          | 7633/? [56:12<00:00,  2.26it/s]\nEpoch 0: |          | 7633/? [56:12<00:00,  2.26it/s]\nEpoch 0: |          | 7634/? [56:12<00:00,  2.26it/s]\nEpoch 0: |          | 7634/? [56:12<00:00,  2.26it/s]\nEpoch 0: |          | 7635/? [56:13<00:00,  2.26it/s]\nEpoch 0: |          | 7635/? [56:13<00:00,  2.26it/s]\nEpoch 0: |          | 7636/? [56:13<00:00,  2.26it/s]\nEpoch 0: |          | 7636/? [56:13<00:00,  2.26it/s]\nEpoch 0: |          | 7637/? [56:13<00:00,  2.26it/s]\nEpoch 0: |          | 7637/? [56:13<00:00,  2.26it/s]\nEpoch 0: |          | 7638/? [56:14<00:00,  2.26it/s]\nEpoch 0: |          | 7638/? [56:14<00:00,  2.26it/s]\nEpoch 0: |          | 7639/? [56:14<00:00,  2.26it/s]\nEpoch 0: |          | 7639/? [56:14<00:00,  2.26it/s]\nEpoch 0: |          | 7640/? [56:14<00:00,  2.26it/s]\nEpoch 0: |          | 7640/? [56:14<00:00,  2.26it/s]\nEpoch 0: |          | 7641/? [56:15<00:00,  2.26it/s]\nEpoch 0: |          | 7641/? [56:15<00:00,  2.26it/s]\nEpoch 0: |          | 7642/? [56:15<00:00,  2.26it/s]\nEpoch 0: |          | 7642/? [56:15<00:00,  2.26it/s]\nEpoch 0: |          | 7643/? [56:15<00:00,  2.26it/s]\nEpoch 0: |          | 7643/? [56:15<00:00,  2.26it/s]\nEpoch 0: |          | 7644/? [56:16<00:00,  2.26it/s]\nEpoch 0: |          | 7644/? [56:16<00:00,  2.26it/s]\nEpoch 0: |          | 7645/? [56:16<00:00,  2.26it/s]\nEpoch 0: |          | 7645/? [56:16<00:00,  2.26it/s]\nEpoch 0: |          | 7646/? [56:17<00:00,  2.26it/s]\nEpoch 0: |          | 7646/? [56:17<00:00,  2.26it/s]\nEpoch 0: |          | 7647/? [56:17<00:00,  2.26it/s]\nEpoch 0: |          | 7647/? [56:17<00:00,  2.26it/s]\nEpoch 0: |          | 7648/? [56:17<00:00,  2.26it/s]\nEpoch 0: |          | 7648/? [56:17<00:00,  2.26it/s]\nEpoch 0: |          | 7649/? [56:18<00:00,  2.26it/s]\nEpoch 0: |          | 7649/? [56:18<00:00,  2.26it/s]\nEpoch 0: |          | 7650/? [56:18<00:00,  2.26it/s]\nEpoch 0: |          | 7650/? [56:18<00:00,  2.26it/s]\nEpoch 0: |          | 7651/? [56:18<00:00,  2.26it/s]\nEpoch 0: |          | 7651/? [56:18<00:00,  2.26it/s]\nEpoch 0: |          | 7652/? [56:19<00:00,  2.26it/s]\nEpoch 0: |          | 7652/? [56:19<00:00,  2.26it/s]\nEpoch 0: |          | 7653/? [56:19<00:00,  2.26it/s]\nEpoch 0: |          | 7653/? [56:19<00:00,  2.26it/s]\nEpoch 0: |          | 7654/? [56:19<00:00,  2.26it/s]\nEpoch 0: |          | 7654/? [56:19<00:00,  2.26it/s]\nEpoch 0: |          | 7655/? [56:20<00:00,  2.26it/s]\nEpoch 0: |          | 7655/? [56:20<00:00,  2.26it/s]\nEpoch 0: |          | 7656/? [56:20<00:00,  2.26it/s]\nEpoch 0: |          | 7656/? [56:20<00:00,  2.26it/s]\nEpoch 0: |          | 7657/? [56:20<00:00,  2.26it/s]\nEpoch 0: |          | 7657/? [56:20<00:00,  2.26it/s]\nEpoch 0: |          | 7658/? [56:21<00:00,  2.26it/s]\nEpoch 0: |          | 7658/? [56:21<00:00,  2.26it/s]\nEpoch 0: |          | 7659/? [56:21<00:00,  2.26it/s]\nEpoch 0: |          | 7659/? [56:21<00:00,  2.26it/s]\nEpoch 0: |          | 7660/? [56:21<00:00,  2.26it/s]\nEpoch 0: |          | 7660/? [56:21<00:00,  2.26it/s]\nEpoch 0: |          | 7661/? [56:22<00:00,  2.27it/s]\nEpoch 0: |          | 7661/? [56:22<00:00,  2.27it/s]\nEpoch 0: |          | 7662/? [56:22<00:00,  2.27it/s]\nEpoch 0: |          | 7662/? [56:22<00:00,  2.27it/s]\nEpoch 0: |          | 7663/? [56:22<00:00,  2.27it/s]\nEpoch 0: |          | 7663/? [56:22<00:00,  2.27it/s]\nEpoch 0: |          | 7664/? [56:23<00:00,  2.27it/s]\nEpoch 0: |          | 7664/? [56:23<00:00,  2.27it/s]\nEpoch 0: |          | 7665/? [56:23<00:00,  2.27it/s]\nEpoch 0: |          | 7665/? [56:23<00:00,  2.27it/s]\nEpoch 0: |          | 7666/? [56:24<00:00,  2.27it/s]\nEpoch 0: |          | 7666/? [56:24<00:00,  2.27it/s]\nEpoch 0: |          | 7667/? [56:24<00:00,  2.27it/s]\nEpoch 0: |          | 7667/? [56:24<00:00,  2.27it/s]\nEpoch 0: |          | 7668/? [56:24<00:00,  2.27it/s]\nEpoch 0: |          | 7668/? [56:24<00:00,  2.27it/s]\nEpoch 0: |          | 7669/? [56:24<00:00,  2.27it/s]\nEpoch 0: |          | 7669/? [56:24<00:00,  2.27it/s]\nEpoch 0: |          | 7670/? [56:25<00:00,  2.27it/s]\nEpoch 0: |          | 7670/? [56:25<00:00,  2.27it/s]\nEpoch 0: |          | 7671/? [56:25<00:00,  2.27it/s]\nEpoch 0: |          | 7671/? [56:25<00:00,  2.27it/s]\nEpoch 0: |          | 7672/? [56:26<00:00,  2.27it/s]\nEpoch 0: |          | 7672/? [56:26<00:00,  2.27it/s]\nEpoch 0: |          | 7673/? [56:26<00:00,  2.27it/s]\nEpoch 0: |          | 7673/? [56:26<00:00,  2.27it/s]\nEpoch 0: |          | 7674/? [56:26<00:00,  2.27it/s]\nEpoch 0: |          | 7674/? [56:26<00:00,  2.27it/s]\nEpoch 0: |          | 7675/? [56:27<00:00,  2.27it/s]\nEpoch 0: |          | 7675/? [56:27<00:00,  2.27it/s]\nEpoch 0: |          | 7676/? [56:27<00:00,  2.27it/s]\nEpoch 0: |          | 7676/? [56:27<00:00,  2.27it/s]\nEpoch 0: |          | 7677/? [56:27<00:00,  2.27it/s]\nEpoch 0: |          | 7677/? [56:27<00:00,  2.27it/s]\nEpoch 0: |          | 7678/? [56:28<00:00,  2.27it/s]\nEpoch 0: |          | 7678/? [56:28<00:00,  2.27it/s]\nEpoch 0: |          | 7679/? [56:28<00:00,  2.27it/s]\nEpoch 0: |          | 7679/? [56:28<00:00,  2.27it/s]\nEpoch 0: |          | 7680/? [56:28<00:00,  2.27it/s]\nEpoch 0: |          | 7680/? [56:28<00:00,  2.27it/s]\nEpoch 0: |          | 7681/? [56:29<00:00,  2.27it/s]\nEpoch 0: |          | 7681/? [56:29<00:00,  2.27it/s]\nEpoch 0: |          | 7682/? [56:29<00:00,  2.27it/s]\nEpoch 0: |          | 7682/? [56:29<00:00,  2.27it/s]\nEpoch 0: |          | 7683/? [56:29<00:00,  2.27it/s]\nEpoch 0: |          | 7683/? [56:29<00:00,  2.27it/s]\nEpoch 0: |          | 7684/? [56:30<00:00,  2.27it/s]\nEpoch 0: |          | 7684/? [56:30<00:00,  2.27it/s]\nEpoch 0: |          | 7685/? [56:30<00:00,  2.27it/s]\nEpoch 0: |          | 7685/? [56:30<00:00,  2.27it/s]\nEpoch 0: |          | 7686/? [56:30<00:00,  2.27it/s]\nEpoch 0: |          | 7686/? [56:30<00:00,  2.27it/s]\nEpoch 0: |          | 7687/? [56:31<00:00,  2.27it/s]\nEpoch 0: |          | 7687/? [56:31<00:00,  2.27it/s]\nEpoch 0: |          | 7688/? [56:31<00:00,  2.27it/s]\nEpoch 0: |          | 7688/? [56:31<00:00,  2.27it/s]\nEpoch 0: |          | 7689/? [56:31<00:00,  2.27it/s]\nEpoch 0: |          | 7689/? [56:31<00:00,  2.27it/s]\nEpoch 0: |          | 7690/? [56:32<00:00,  2.27it/s]\nEpoch 0: |          | 7690/? [56:32<00:00,  2.27it/s]\nEpoch 0: |          | 7691/? [56:32<00:00,  2.27it/s]\nEpoch 0: |          | 7691/? [56:32<00:00,  2.27it/s]\nEpoch 0: |          | 7692/? [56:32<00:00,  2.27it/s]\nEpoch 0: |          | 7692/? [56:32<00:00,  2.27it/s]\nEpoch 0: |          | 7693/? [56:33<00:00,  2.27it/s]\nEpoch 0: |          | 7693/? [56:33<00:00,  2.27it/s]\nEpoch 0: |          | 7694/? [56:33<00:00,  2.27it/s]\nEpoch 0: |          | 7694/? [56:33<00:00,  2.27it/s]\nEpoch 0: |          | 7695/? [56:33<00:00,  2.27it/s]\nEpoch 0: |          | 7695/? [56:33<00:00,  2.27it/s]\nEpoch 0: |          | 7696/? [56:34<00:00,  2.27it/s]\nEpoch 0: |          | 7696/? [56:34<00:00,  2.27it/s]\nEpoch 0: |          | 7697/? [56:34<00:00,  2.27it/s]\nEpoch 0: |          | 7697/? [56:34<00:00,  2.27it/s]\nEpoch 0: |          | 7698/? [56:35<00:00,  2.27it/s]\nEpoch 0: |          | 7698/? [56:35<00:00,  2.27it/s]\nEpoch 0: |          | 7699/? [56:35<00:00,  2.27it/s]\nEpoch 0: |          | 7699/? [56:35<00:00,  2.27it/s]\nEpoch 0: |          | 7700/? [56:35<00:00,  2.27it/s]\nEpoch 0: |          | 7700/? [56:35<00:00,  2.27it/s]\nEpoch 0: |          | 7701/? [56:35<00:00,  2.27it/s]\nEpoch 0: |          | 7701/? [56:35<00:00,  2.27it/s]\nEpoch 0: |          | 7702/? [56:36<00:00,  2.27it/s]\nEpoch 0: |          | 7702/? [56:36<00:00,  2.27it/s]\nEpoch 0: |          | 7703/? [56:36<00:00,  2.27it/s]\nEpoch 0: |          | 7703/? [56:36<00:00,  2.27it/s]\nEpoch 0: |          | 7704/? [56:37<00:00,  2.27it/s]\nEpoch 0: |          | 7704/? [56:37<00:00,  2.27it/s]\nEpoch 0: |          | 7705/? [56:37<00:00,  2.27it/s]\nEpoch 0: |          | 7705/? [56:37<00:00,  2.27it/s]\nEpoch 0: |          | 7706/? [56:37<00:00,  2.27it/s]\nEpoch 0: |          | 7706/? [56:37<00:00,  2.27it/s]\nEpoch 0: |          | 7707/? [56:38<00:00,  2.27it/s]\nEpoch 0: |          | 7707/? [56:38<00:00,  2.27it/s]\nEpoch 0: |          | 7708/? [56:38<00:00,  2.27it/s]\nEpoch 0: |          | 7708/? [56:38<00:00,  2.27it/s]\nEpoch 0: |          | 7709/? [56:38<00:00,  2.27it/s]\nEpoch 0: |          | 7709/? [56:38<00:00,  2.27it/s]\nEpoch 0: |          | 7710/? [56:39<00:00,  2.27it/s]\nEpoch 0: |          | 7710/? [56:39<00:00,  2.27it/s]\nEpoch 0: |          | 7711/? [56:39<00:00,  2.27it/s]\nEpoch 0: |          | 7711/? [56:39<00:00,  2.27it/s]\nEpoch 0: |          | 7712/? [56:39<00:00,  2.27it/s]\nEpoch 0: |          | 7712/? [56:39<00:00,  2.27it/s]\nEpoch 0: |          | 7713/? [56:40<00:00,  2.27it/s]\nEpoch 0: |          | 7713/? [56:40<00:00,  2.27it/s]\nEpoch 0: |          | 7714/? [56:40<00:00,  2.27it/s]\nEpoch 0: |          | 7714/? [56:40<00:00,  2.27it/s]\nEpoch 0: |          | 7715/? [56:40<00:00,  2.27it/s]\nEpoch 0: |          | 7715/? [56:40<00:00,  2.27it/s]\nEpoch 0: |          | 7716/? [56:41<00:00,  2.27it/s]\nEpoch 0: |          | 7716/? [56:41<00:00,  2.27it/s]\nEpoch 0: |          | 7717/? [56:41<00:00,  2.27it/s]\nEpoch 0: |          | 7717/? [56:41<00:00,  2.27it/s]\nEpoch 0: |          | 7718/? [56:41<00:00,  2.27it/s]\nEpoch 0: |          | 7718/? [56:41<00:00,  2.27it/s]\nEpoch 0: |          | 7719/? [56:42<00:00,  2.27it/s]\nEpoch 0: |          | 7719/? [56:42<00:00,  2.27it/s]\nEpoch 0: |          | 7720/? [56:42<00:00,  2.27it/s]\nEpoch 0: |          | 7720/? [56:42<00:00,  2.27it/s]\nEpoch 0: |          | 7721/? [56:42<00:00,  2.27it/s]\nEpoch 0: |          | 7721/? [56:42<00:00,  2.27it/s]\nEpoch 0: |          | 7722/? [56:43<00:00,  2.27it/s]\nEpoch 0: |          | 7722/? [56:43<00:00,  2.27it/s]\nEpoch 0: |          | 7723/? [56:43<00:00,  2.27it/s]\nEpoch 0: |          | 7723/? [56:43<00:00,  2.27it/s]\nEpoch 0: |          | 7724/? [56:43<00:00,  2.27it/s]\nEpoch 0: |          | 7724/? [56:43<00:00,  2.27it/s]\nEpoch 0: |          | 7725/? [56:44<00:00,  2.27it/s]\nEpoch 0: |          | 7725/? [56:44<00:00,  2.27it/s]\nEpoch 0: |          | 7726/? [56:44<00:00,  2.27it/s]\nEpoch 0: |          | 7726/? [56:44<00:00,  2.27it/s]\nEpoch 0: |          | 7727/? [56:44<00:00,  2.27it/s]\nEpoch 0: |          | 7727/? [56:44<00:00,  2.27it/s]\nEpoch 0: |          | 7728/? [56:45<00:00,  2.27it/s]\nEpoch 0: |          | 7728/? [56:45<00:00,  2.27it/s]\nEpoch 0: |          | 7729/? [56:45<00:00,  2.27it/s]\nEpoch 0: |          | 7729/? [56:45<00:00,  2.27it/s]\nEpoch 0: |          | 7730/? [56:45<00:00,  2.27it/s]\nEpoch 0: |          | 7730/? [56:45<00:00,  2.27it/s]\nEpoch 0: |          | 7731/? [56:46<00:00,  2.27it/s]\nEpoch 0: |          | 7731/? [56:46<00:00,  2.27it/s]\nEpoch 0: |          | 7732/? [56:46<00:00,  2.27it/s]\nEpoch 0: |          | 7732/? [56:46<00:00,  2.27it/s]\nEpoch 0: |          | 7733/? [56:46<00:00,  2.27it/s]\nEpoch 0: |          | 7733/? [56:46<00:00,  2.27it/s]\nEpoch 0: |          | 7734/? [56:47<00:00,  2.27it/s]\nEpoch 0: |          | 7734/? [56:47<00:00,  2.27it/s]\nEpoch 0: |          | 7735/? [56:47<00:00,  2.27it/s]\nEpoch 0: |          | 7735/? [56:47<00:00,  2.27it/s]\nEpoch 0: |          | 7736/? [56:47<00:00,  2.27it/s]\nEpoch 0: |          | 7736/? [56:47<00:00,  2.27it/s]\nEpoch 0: |          | 7737/? [56:48<00:00,  2.27it/s]\nEpoch 0: |          | 7737/? [56:48<00:00,  2.27it/s]\nEpoch 0: |          | 7738/? [56:48<00:00,  2.27it/s]\nEpoch 0: |          | 7738/? [56:48<00:00,  2.27it/s]\nEpoch 0: |          | 7739/? [56:48<00:00,  2.27it/s]\nEpoch 0: |          | 7739/? [56:48<00:00,  2.27it/s]\nEpoch 0: |          | 7740/? [56:49<00:00,  2.27it/s]\nEpoch 0: |          | 7740/? [56:49<00:00,  2.27it/s]\nEpoch 0: |          | 7741/? [56:49<00:00,  2.27it/s]\nEpoch 0: |          | 7741/? [56:49<00:00,  2.27it/s]\nEpoch 0: |          | 7742/? [56:49<00:00,  2.27it/s]\nEpoch 0: |          | 7742/? [56:49<00:00,  2.27it/s]\nEpoch 0: |          | 7743/? [56:50<00:00,  2.27it/s]\nEpoch 0: |          | 7743/? [56:50<00:00,  2.27it/s]\nEpoch 0: |          | 7744/? [56:50<00:00,  2.27it/s]\nEpoch 0: |          | 7744/? [56:50<00:00,  2.27it/s]\nEpoch 0: |          | 7745/? [56:50<00:00,  2.27it/s]\nEpoch 0: |          | 7745/? [56:50<00:00,  2.27it/s]\nEpoch 0: |          | 7746/? [56:51<00:00,  2.27it/s]\nEpoch 0: |          | 7746/? [56:51<00:00,  2.27it/s]\nEpoch 0: |          | 7747/? [56:51<00:00,  2.27it/s]\nEpoch 0: |          | 7747/? [56:51<00:00,  2.27it/s]\nEpoch 0: |          | 7748/? [56:51<00:00,  2.27it/s]\nEpoch 0: |          | 7748/? [56:51<00:00,  2.27it/s]\nEpoch 0: |          | 7749/? [56:52<00:00,  2.27it/s]\nEpoch 0: |          | 7749/? [56:52<00:00,  2.27it/s]\nEpoch 0: |          | 7750/? [56:52<00:00,  2.27it/s]\nEpoch 0: |          | 7750/? [56:52<00:00,  2.27it/s]\nEpoch 0: |          | 7751/? [56:52<00:00,  2.27it/s]\nEpoch 0: |          | 7751/? [56:52<00:00,  2.27it/s]\nEpoch 0: |          | 7752/? [56:53<00:00,  2.27it/s]\nEpoch 0: |          | 7752/? [56:53<00:00,  2.27it/s]\nEpoch 0: |          | 7753/? [56:53<00:00,  2.27it/s]\nEpoch 0: |          | 7753/? [56:53<00:00,  2.27it/s]\nEpoch 0: |          | 7754/? [56:53<00:00,  2.27it/s]\nEpoch 0: |          | 7754/? [56:53<00:00,  2.27it/s]\nEpoch 0: |          | 7755/? [56:54<00:00,  2.27it/s]\nEpoch 0: |          | 7755/? [56:54<00:00,  2.27it/s]\nEpoch 0: |          | 7756/? [56:54<00:00,  2.27it/s]\nEpoch 0: |          | 7756/? [56:54<00:00,  2.27it/s]\nEpoch 0: |          | 7757/? [56:54<00:00,  2.27it/s]\nEpoch 0: |          | 7757/? [56:54<00:00,  2.27it/s]\nEpoch 0: |          | 7758/? [56:55<00:00,  2.27it/s]\nEpoch 0: |          | 7758/? [56:55<00:00,  2.27it/s]\nEpoch 0: |          | 7759/? [56:55<00:00,  2.27it/s]\nEpoch 0: |          | 7759/? [56:55<00:00,  2.27it/s]\nEpoch 0: |          | 7760/? [56:55<00:00,  2.27it/s]\nEpoch 0: |          | 7760/? [56:55<00:00,  2.27it/s]\nEpoch 0: |          | 7761/? [56:56<00:00,  2.27it/s]\nEpoch 0: |          | 7761/? [56:56<00:00,  2.27it/s]\nEpoch 0: |          | 7762/? [56:56<00:00,  2.27it/s]\nEpoch 0: |          | 7762/? [56:56<00:00,  2.27it/s]\nEpoch 0: |          | 7763/? [56:57<00:00,  2.27it/s]\nEpoch 0: |          | 7763/? [56:57<00:00,  2.27it/s]\nEpoch 0: |          | 7764/? [56:57<00:00,  2.27it/s]\nEpoch 0: |          | 7764/? [56:57<00:00,  2.27it/s]\nEpoch 0: |          | 7765/? [56:57<00:00,  2.27it/s]\nEpoch 0: |          | 7765/? [56:57<00:00,  2.27it/s]\nEpoch 0: |          | 7766/? [56:58<00:00,  2.27it/s]\nEpoch 0: |          | 7766/? [56:58<00:00,  2.27it/s]\nEpoch 0: |          | 7767/? [56:58<00:00,  2.27it/s]\nEpoch 0: |          | 7767/? [56:58<00:00,  2.27it/s]\nEpoch 0: |          | 7768/? [56:58<00:00,  2.27it/s]\nEpoch 0: |          | 7768/? [56:58<00:00,  2.27it/s]\nEpoch 0: |          | 7769/? [56:59<00:00,  2.27it/s]\nEpoch 0: |          | 7769/? [56:59<00:00,  2.27it/s]\nEpoch 0: |          | 7770/? [56:59<00:00,  2.27it/s]\nEpoch 0: |          | 7770/? [56:59<00:00,  2.27it/s]\nEpoch 0: |          | 7771/? [56:59<00:00,  2.27it/s]\nEpoch 0: |          | 7771/? [56:59<00:00,  2.27it/s]\nEpoch 0: |          | 7772/? [57:00<00:00,  2.27it/s]\nEpoch 0: |          | 7772/? [57:00<00:00,  2.27it/s]\nEpoch 0: |          | 7773/? [57:00<00:00,  2.27it/s]\nEpoch 0: |          | 7773/? [57:00<00:00,  2.27it/s]\nEpoch 0: |          | 7774/? [57:00<00:00,  2.27it/s]\nEpoch 0: |          | 7774/? [57:00<00:00,  2.27it/s]\nEpoch 0: |          | 7775/? [57:01<00:00,  2.27it/s]\nEpoch 0: |          | 7775/? [57:01<00:00,  2.27it/s]\nEpoch 0: |          | 7776/? [57:01<00:00,  2.27it/s]\nEpoch 0: |          | 7776/? [57:01<00:00,  2.27it/s]\nEpoch 0: |          | 7777/? [57:01<00:00,  2.27it/s]\nEpoch 0: |          | 7777/? [57:01<00:00,  2.27it/s]\nEpoch 0: |          | 7778/? [57:02<00:00,  2.27it/s]\nEpoch 0: |          | 7778/? [57:02<00:00,  2.27it/s]\nEpoch 0: |          | 7779/? [57:02<00:00,  2.27it/s]\nEpoch 0: |          | 7779/? [57:02<00:00,  2.27it/s]\nEpoch 0: |          | 7780/? [57:02<00:00,  2.27it/s]\nEpoch 0: |          | 7780/? [57:02<00:00,  2.27it/s]\nEpoch 0: |          | 7781/? [57:03<00:00,  2.27it/s]\nEpoch 0: |          | 7781/? [57:03<00:00,  2.27it/s]\nEpoch 0: |          | 7782/? [57:03<00:00,  2.27it/s]\nEpoch 0: |          | 7782/? [57:03<00:00,  2.27it/s]\nEpoch 0: |          | 7783/? [57:03<00:00,  2.27it/s]\nEpoch 0: |          | 7783/? [57:03<00:00,  2.27it/s]\nEpoch 0: |          | 7784/? [57:04<00:00,  2.27it/s]\nEpoch 0: |          | 7784/? [57:04<00:00,  2.27it/s]\nEpoch 0: |          | 7785/? [57:04<00:00,  2.27it/s]\nEpoch 0: |          | 7785/? [57:04<00:00,  2.27it/s]\nEpoch 0: |          | 7786/? [57:04<00:00,  2.27it/s]\nEpoch 0: |          | 7786/? [57:04<00:00,  2.27it/s]\nEpoch 0: |          | 7787/? [57:05<00:00,  2.27it/s]\nEpoch 0: |          | 7787/? [57:05<00:00,  2.27it/s]\nEpoch 0: |          | 7788/? [57:05<00:00,  2.27it/s]\nEpoch 0: |          | 7788/? [57:05<00:00,  2.27it/s]\nEpoch 0: |          | 7789/? [57:05<00:00,  2.27it/s]\nEpoch 0: |          | 7789/? [57:05<00:00,  2.27it/s]\nEpoch 0: |          | 7790/? [57:06<00:00,  2.27it/s]\nEpoch 0: |          | 7790/? [57:06<00:00,  2.27it/s]\nEpoch 0: |          | 7791/? [57:06<00:00,  2.27it/s]\nEpoch 0: |          | 7791/? [57:06<00:00,  2.27it/s]\nEpoch 0: |          | 7792/? [57:06<00:00,  2.27it/s]\nEpoch 0: |          | 7792/? [57:06<00:00,  2.27it/s]\nEpoch 0: |          | 7793/? [57:07<00:00,  2.27it/s]\nEpoch 0: |          | 7793/? [57:07<00:00,  2.27it/s]\nEpoch 0: |          | 7794/? [57:07<00:00,  2.27it/s]\nEpoch 0: |          | 7794/? [57:07<00:00,  2.27it/s]\nEpoch 0: |          | 7795/? [57:07<00:00,  2.27it/s]\nEpoch 0: |          | 7795/? [57:07<00:00,  2.27it/s]\nEpoch 0: |          | 7796/? [57:08<00:00,  2.27it/s]\nEpoch 0: |          | 7796/? [57:08<00:00,  2.27it/s]\nEpoch 0: |          | 7797/? [57:08<00:00,  2.27it/s]\nEpoch 0: |          | 7797/? [57:08<00:00,  2.27it/s]\nEpoch 0: |          | 7798/? [57:08<00:00,  2.27it/s]\nEpoch 0: |          | 7798/? [57:08<00:00,  2.27it/s]\nEpoch 0: |          | 7799/? [57:09<00:00,  2.27it/s]\nEpoch 0: |          | 7799/? [57:09<00:00,  2.27it/s]\nEpoch 0: |          | 7800/? [57:09<00:00,  2.27it/s]\nEpoch 0: |          | 7800/? [57:09<00:00,  2.27it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.12it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.51it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.34it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.21it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 7800/? [57:10<00:00,  2.27it/s]\nEpoch 0: |          | 7801/? [57:10<00:00,  2.27it/s]\nEpoch 0: |          | 7801/? [57:10<00:00,  2.27it/s]\nEpoch 0: |          | 7802/? [57:10<00:00,  2.27it/s]\nEpoch 0: |          | 7802/? [57:10<00:00,  2.27it/s]\nEpoch 0: |          | 7803/? [57:11<00:00,  2.27it/s]\nEpoch 0: |          | 7803/? [57:11<00:00,  2.27it/s]\nEpoch 0: |          | 7804/? [57:11<00:00,  2.27it/s]\nEpoch 0: |          | 7804/? [57:11<00:00,  2.27it/s]\nEpoch 0: |          | 7805/? [57:11<00:00,  2.27it/s]\nEpoch 0: |          | 7805/? [57:11<00:00,  2.27it/s]\nEpoch 0: |          | 7806/? [57:11<00:00,  2.27it/s]\nEpoch 0: |          | 7806/? [57:11<00:00,  2.27it/s]\nEpoch 0: |          | 7807/? [57:12<00:00,  2.27it/s]\nEpoch 0: |          | 7807/? [57:12<00:00,  2.27it/s]\nEpoch 0: |          | 7808/? [57:12<00:00,  2.27it/s]\nEpoch 0: |          | 7808/? [57:12<00:00,  2.27it/s]\nEpoch 0: |          | 7809/? [57:12<00:00,  2.27it/s]\nEpoch 0: |          | 7809/? [57:12<00:00,  2.27it/s]\nEpoch 0: |          | 7810/? [57:13<00:00,  2.27it/s]\nEpoch 0: |          | 7810/? [57:13<00:00,  2.27it/s]\nEpoch 0: |          | 7811/? [57:13<00:00,  2.27it/s]\nEpoch 0: |          | 7811/? [57:13<00:00,  2.27it/s]\nEpoch 0: |          | 7812/? [57:14<00:00,  2.27it/s]\nEpoch 0: |          | 7812/? [57:14<00:00,  2.27it/s]\nEpoch 0: |          | 7813/? [57:14<00:00,  2.27it/s]\nEpoch 0: |          | 7813/? [57:14<00:00,  2.27it/s]\nEpoch 0: |          | 7814/? [57:14<00:00,  2.28it/s]\nEpoch 0: |          | 7814/? [57:14<00:00,  2.28it/s]\nEpoch 0: |          | 7815/? [57:15<00:00,  2.28it/s]\nEpoch 0: |          | 7815/? [57:15<00:00,  2.28it/s]\nEpoch 0: |          | 7816/? [57:15<00:00,  2.28it/s]\nEpoch 0: |          | 7816/? [57:15<00:00,  2.28it/s]\nEpoch 0: |          | 7817/? [57:15<00:00,  2.28it/s]\nEpoch 0: |          | 7817/? [57:15<00:00,  2.28it/s]\nEpoch 0: |          | 7818/? [57:16<00:00,  2.28it/s]\nEpoch 0: |          | 7818/? [57:16<00:00,  2.28it/s]\nEpoch 0: |          | 7819/? [57:16<00:00,  2.28it/s]\nEpoch 0: |          | 7819/? [57:16<00:00,  2.28it/s]\nEpoch 0: |          | 7820/? [57:16<00:00,  2.28it/s]\nEpoch 0: |          | 7820/? [57:16<00:00,  2.28it/s]\nEpoch 0: |          | 7821/? [57:17<00:00,  2.28it/s]\nEpoch 0: |          | 7821/? [57:17<00:00,  2.28it/s]\nEpoch 0: |          | 7822/? [57:17<00:00,  2.28it/s]\nEpoch 0: |          | 7822/? [57:17<00:00,  2.28it/s]\nEpoch 0: |          | 7823/? [57:17<00:00,  2.28it/s]\nEpoch 0: |          | 7823/? [57:17<00:00,  2.28it/s]\nEpoch 0: |          | 7824/? [57:18<00:00,  2.28it/s]\nEpoch 0: |          | 7824/? [57:18<00:00,  2.28it/s]\nEpoch 0: |          | 7825/? [57:18<00:00,  2.28it/s]\nEpoch 0: |          | 7825/? [57:18<00:00,  2.28it/s]\nEpoch 0: |          | 7826/? [57:18<00:00,  2.28it/s]\nEpoch 0: |          | 7826/? [57:18<00:00,  2.28it/s]\nEpoch 0: |          | 7827/? [57:19<00:00,  2.28it/s]\nEpoch 0: |          | 7827/? [57:19<00:00,  2.28it/s]\nEpoch 0: |          | 7828/? [57:19<00:00,  2.28it/s]\nEpoch 0: |          | 7828/? [57:19<00:00,  2.28it/s]\nEpoch 0: |          | 7829/? [57:19<00:00,  2.28it/s]\nEpoch 0: |          | 7829/? [57:19<00:00,  2.28it/s]\nEpoch 0: |          | 7830/? [57:20<00:00,  2.28it/s]\nEpoch 0: |          | 7830/? [57:20<00:00,  2.28it/s]\nEpoch 0: |          | 7831/? [57:20<00:00,  2.28it/s]\nEpoch 0: |          | 7831/? [57:20<00:00,  2.28it/s]\nEpoch 0: |          | 7832/? [57:20<00:00,  2.28it/s]\nEpoch 0: |          | 7832/? [57:20<00:00,  2.28it/s]\nEpoch 0: |          | 7833/? [57:21<00:00,  2.28it/s]\nEpoch 0: |          | 7833/? [57:21<00:00,  2.28it/s]\nEpoch 0: |          | 7834/? [57:21<00:00,  2.28it/s]\nEpoch 0: |          | 7834/? [57:21<00:00,  2.28it/s]\nEpoch 0: |          | 7835/? [57:21<00:00,  2.28it/s]\nEpoch 0: |          | 7835/? [57:21<00:00,  2.28it/s]\nEpoch 0: |          | 7836/? [57:22<00:00,  2.28it/s]\nEpoch 0: |          | 7836/? [57:22<00:00,  2.28it/s]\nEpoch 0: |          | 7837/? [57:22<00:00,  2.28it/s]\nEpoch 0: |          | 7837/? [57:22<00:00,  2.28it/s]\nEpoch 0: |          | 7838/? [57:22<00:00,  2.28it/s]\nEpoch 0: |          | 7838/? [57:22<00:00,  2.28it/s]\nEpoch 0: |          | 7839/? [57:23<00:00,  2.28it/s]\nEpoch 0: |          | 7839/? [57:23<00:00,  2.28it/s]\nEpoch 0: |          | 7840/? [57:23<00:00,  2.28it/s]\nEpoch 0: |          | 7840/? [57:23<00:00,  2.28it/s]\nEpoch 0: |          | 7841/? [57:23<00:00,  2.28it/s]\nEpoch 0: |          | 7841/? [57:23<00:00,  2.28it/s]\nEpoch 0: |          | 7842/? [57:24<00:00,  2.28it/s]\nEpoch 0: |          | 7842/? [57:24<00:00,  2.28it/s]\nEpoch 0: |          | 7843/? [57:24<00:00,  2.28it/s]\nEpoch 0: |          | 7843/? [57:24<00:00,  2.28it/s]\nEpoch 0: |          | 7844/? [57:24<00:00,  2.28it/s]\nEpoch 0: |          | 7844/? [57:24<00:00,  2.28it/s]\nEpoch 0: |          | 7845/? [57:25<00:00,  2.28it/s]\nEpoch 0: |          | 7845/? [57:25<00:00,  2.28it/s]\nEpoch 0: |          | 7846/? [57:25<00:00,  2.28it/s]\nEpoch 0: |          | 7846/? [57:25<00:00,  2.28it/s]\nEpoch 0: |          | 7847/? [57:25<00:00,  2.28it/s]\nEpoch 0: |          | 7847/? [57:25<00:00,  2.28it/s]\nEpoch 0: |          | 7848/? [57:26<00:00,  2.28it/s]\nEpoch 0: |          | 7848/? [57:26<00:00,  2.28it/s]\nEpoch 0: |          | 7849/? [57:26<00:00,  2.28it/s]\nEpoch 0: |          | 7849/? [57:26<00:00,  2.28it/s]\nEpoch 0: |          | 7850/? [57:26<00:00,  2.28it/s]\nEpoch 0: |          | 7850/? [57:26<00:00,  2.28it/s]\nEpoch 0: |          | 7851/? [57:27<00:00,  2.28it/s]\nEpoch 0: |          | 7851/? [57:27<00:00,  2.28it/s]\nEpoch 0: |          | 7852/? [57:27<00:00,  2.28it/s]\nEpoch 0: |          | 7852/? [57:27<00:00,  2.28it/s]\nEpoch 0: |          | 7853/? [57:27<00:00,  2.28it/s]\nEpoch 0: |          | 7853/? [57:27<00:00,  2.28it/s]\nEpoch 0: |          | 7854/? [57:28<00:00,  2.28it/s]\nEpoch 0: |          | 7854/? [57:28<00:00,  2.28it/s]\nEpoch 0: |          | 7855/? [57:28<00:00,  2.28it/s]\nEpoch 0: |          | 7855/? [57:28<00:00,  2.28it/s]\nEpoch 0: |          | 7856/? [57:28<00:00,  2.28it/s]\nEpoch 0: |          | 7856/? [57:28<00:00,  2.28it/s]\nEpoch 0: |          | 7857/? [57:29<00:00,  2.28it/s]\nEpoch 0: |          | 7857/? [57:29<00:00,  2.28it/s]\nEpoch 0: |          | 7858/? [57:29<00:00,  2.28it/s]\nEpoch 0: |          | 7858/? [57:29<00:00,  2.28it/s]\nEpoch 0: |          | 7859/? [57:30<00:00,  2.28it/s]\nEpoch 0: |          | 7859/? [57:30<00:00,  2.28it/s]\nEpoch 0: |          | 7860/? [57:30<00:00,  2.28it/s]\nEpoch 0: |          | 7860/? [57:30<00:00,  2.28it/s]\nEpoch 0: |          | 7861/? [57:30<00:00,  2.28it/s]\nEpoch 0: |          | 7861/? [57:30<00:00,  2.28it/s]\nEpoch 0: |          | 7862/? [57:31<00:00,  2.28it/s]\nEpoch 0: |          | 7862/? [57:31<00:00,  2.28it/s]\nEpoch 0: |          | 7863/? [57:31<00:00,  2.28it/s]\nEpoch 0: |          | 7863/? [57:31<00:00,  2.28it/s]\nEpoch 0: |          | 7864/? [57:31<00:00,  2.28it/s]\nEpoch 0: |          | 7864/? [57:31<00:00,  2.28it/s]\nEpoch 0: |          | 7865/? [57:32<00:00,  2.28it/s]\nEpoch 0: |          | 7865/? [57:32<00:00,  2.28it/s]\nEpoch 0: |          | 7866/? [57:32<00:00,  2.28it/s]\nEpoch 0: |          | 7866/? [57:32<00:00,  2.28it/s]\nEpoch 0: |          | 7867/? [57:32<00:00,  2.28it/s]\nEpoch 0: |          | 7867/? [57:32<00:00,  2.28it/s]\nEpoch 0: |          | 7868/? [57:33<00:00,  2.28it/s]\nEpoch 0: |          | 7868/? [57:33<00:00,  2.28it/s]\nEpoch 0: |          | 7869/? [57:33<00:00,  2.28it/s]\nEpoch 0: |          | 7869/? [57:33<00:00,  2.28it/s]\nEpoch 0: |          | 7870/? [57:33<00:00,  2.28it/s]\nEpoch 0: |          | 7870/? [57:33<00:00,  2.28it/s]\nEpoch 0: |          | 7871/? [57:34<00:00,  2.28it/s]\nEpoch 0: |          | 7871/? [57:34<00:00,  2.28it/s]\nEpoch 0: |          | 7872/? [57:34<00:00,  2.28it/s]\nEpoch 0: |          | 7872/? [57:34<00:00,  2.28it/s]\nEpoch 0: |          | 7873/? [57:34<00:00,  2.28it/s]\nEpoch 0: |          | 7873/? [57:34<00:00,  2.28it/s]\nEpoch 0: |          | 7874/? [57:35<00:00,  2.28it/s]\nEpoch 0: |          | 7874/? [57:35<00:00,  2.28it/s]\nEpoch 0: |          | 7875/? [57:35<00:00,  2.28it/s]\nEpoch 0: |          | 7875/? [57:35<00:00,  2.28it/s]\nEpoch 0: |          | 7876/? [57:35<00:00,  2.28it/s]\nEpoch 0: |          | 7876/? [57:35<00:00,  2.28it/s]\nEpoch 0: |          | 7877/? [57:36<00:00,  2.28it/s]\nEpoch 0: |          | 7877/? [57:36<00:00,  2.28it/s]\nEpoch 0: |          | 7878/? [57:36<00:00,  2.28it/s]\nEpoch 0: |          | 7878/? [57:36<00:00,  2.28it/s]\nEpoch 0: |          | 7879/? [57:36<00:00,  2.28it/s]\nEpoch 0: |          | 7879/? [57:36<00:00,  2.28it/s]\nEpoch 0: |          | 7880/? [57:37<00:00,  2.28it/s]\nEpoch 0: |          | 7880/? [57:37<00:00,  2.28it/s]\nEpoch 0: |          | 7881/? [57:37<00:00,  2.28it/s]\nEpoch 0: |          | 7881/? [57:37<00:00,  2.28it/s]\nEpoch 0: |          | 7882/? [57:37<00:00,  2.28it/s]\nEpoch 0: |          | 7882/? [57:37<00:00,  2.28it/s]\nEpoch 0: |          | 7883/? [57:38<00:00,  2.28it/s]\nEpoch 0: |          | 7883/? [57:38<00:00,  2.28it/s]\nEpoch 0: |          | 7884/? [57:38<00:00,  2.28it/s]\nEpoch 0: |          | 7884/? [57:38<00:00,  2.28it/s]\nEpoch 0: |          | 7885/? [57:38<00:00,  2.28it/s]\nEpoch 0: |          | 7885/? [57:38<00:00,  2.28it/s]\nEpoch 0: |          | 7886/? [57:39<00:00,  2.28it/s]\nEpoch 0: |          | 7886/? [57:39<00:00,  2.28it/s]\nEpoch 0: |          | 7887/? [57:39<00:00,  2.28it/s]\nEpoch 0: |          | 7887/? [57:39<00:00,  2.28it/s]\nEpoch 0: |          | 7888/? [57:39<00:00,  2.28it/s]\nEpoch 0: |          | 7888/? [57:39<00:00,  2.28it/s]\nEpoch 0: |          | 7889/? [57:40<00:00,  2.28it/s]\nEpoch 0: |          | 7889/? [57:40<00:00,  2.28it/s]\nEpoch 0: |          | 7890/? [57:40<00:00,  2.28it/s]\nEpoch 0: |          | 7890/? [57:40<00:00,  2.28it/s]\nEpoch 0: |          | 7891/? [57:40<00:00,  2.28it/s]\nEpoch 0: |          | 7891/? [57:40<00:00,  2.28it/s]\nEpoch 0: |          | 7892/? [57:41<00:00,  2.28it/s]\nEpoch 0: |          | 7892/? [57:41<00:00,  2.28it/s]\nEpoch 0: |          | 7893/? [57:41<00:00,  2.28it/s]\nEpoch 0: |          | 7893/? [57:41<00:00,  2.28it/s]\nEpoch 0: |          | 7894/? [57:41<00:00,  2.28it/s]\nEpoch 0: |          | 7894/? [57:41<00:00,  2.28it/s]\nEpoch 0: |          | 7895/? [57:42<00:00,  2.28it/s]\nEpoch 0: |          | 7895/? [57:42<00:00,  2.28it/s]\nEpoch 0: |          | 7896/? [57:42<00:00,  2.28it/s]\nEpoch 0: |          | 7896/? [57:42<00:00,  2.28it/s]\nEpoch 0: |          | 7897/? [57:42<00:00,  2.28it/s]\nEpoch 0: |          | 7897/? [57:42<00:00,  2.28it/s]\nEpoch 0: |          | 7898/? [57:43<00:00,  2.28it/s]\nEpoch 0: |          | 7898/? [57:43<00:00,  2.28it/s]\nEpoch 0: |          | 7899/? [57:43<00:00,  2.28it/s]\nEpoch 0: |          | 7899/? [57:43<00:00,  2.28it/s]\nEpoch 0: |          | 7900/? [57:43<00:00,  2.28it/s]\nEpoch 0: |          | 7900/? [57:43<00:00,  2.28it/s]\nEpoch 0: |          | 7901/? [57:44<00:00,  2.28it/s]\nEpoch 0: |          | 7901/? [57:44<00:00,  2.28it/s]\nEpoch 0: |          | 7902/? [57:44<00:00,  2.28it/s]\nEpoch 0: |          | 7902/? [57:44<00:00,  2.28it/s]\nEpoch 0: |          | 7903/? [57:44<00:00,  2.28it/s]\nEpoch 0: |          | 7903/? [57:44<00:00,  2.28it/s]\nEpoch 0: |          | 7904/? [57:45<00:00,  2.28it/s]\nEpoch 0: |          | 7904/? [57:45<00:00,  2.28it/s]\nEpoch 0: |          | 7905/? [57:45<00:00,  2.28it/s]\nEpoch 0: |          | 7905/? [57:45<00:00,  2.28it/s]\nEpoch 0: |          | 7906/? [57:45<00:00,  2.28it/s]\nEpoch 0: |          | 7906/? [57:45<00:00,  2.28it/s]\nEpoch 0: |          | 7907/? [57:46<00:00,  2.28it/s]\nEpoch 0: |          | 7907/? [57:46<00:00,  2.28it/s]\nEpoch 0: |          | 7908/? [57:46<00:00,  2.28it/s]\nEpoch 0: |          | 7908/? [57:46<00:00,  2.28it/s]\nEpoch 0: |          | 7909/? [57:46<00:00,  2.28it/s]\nEpoch 0: |          | 7909/? [57:46<00:00,  2.28it/s]\nEpoch 0: |          | 7910/? [57:47<00:00,  2.28it/s]\nEpoch 0: |          | 7910/? [57:47<00:00,  2.28it/s]\nEpoch 0: |          | 7911/? [57:47<00:00,  2.28it/s]\nEpoch 0: |          | 7911/? [57:47<00:00,  2.28it/s]\nEpoch 0: |          | 7912/? [57:47<00:00,  2.28it/s]\nEpoch 0: |          | 7912/? [57:47<00:00,  2.28it/s]\nEpoch 0: |          | 7913/? [57:48<00:00,  2.28it/s]\nEpoch 0: |          | 7913/? [57:48<00:00,  2.28it/s]\nEpoch 0: |          | 7914/? [57:48<00:00,  2.28it/s]\nEpoch 0: |          | 7914/? [57:48<00:00,  2.28it/s]\nEpoch 0: |          | 7915/? [57:48<00:00,  2.28it/s]\nEpoch 0: |          | 7915/? [57:48<00:00,  2.28it/s]\nEpoch 0: |          | 7916/? [57:49<00:00,  2.28it/s]\nEpoch 0: |          | 7916/? [57:49<00:00,  2.28it/s]\nEpoch 0: |          | 7917/? [57:49<00:00,  2.28it/s]\nEpoch 0: |          | 7917/? [57:49<00:00,  2.28it/s]\nEpoch 0: |          | 7918/? [57:49<00:00,  2.28it/s]\nEpoch 0: |          | 7918/? [57:49<00:00,  2.28it/s]\nEpoch 0: |          | 7919/? [57:50<00:00,  2.28it/s]\nEpoch 0: |          | 7919/? [57:50<00:00,  2.28it/s]\nEpoch 0: |          | 7920/? [57:50<00:00,  2.28it/s]\nEpoch 0: |          | 7920/? [57:50<00:00,  2.28it/s]\nEpoch 0: |          | 7921/? [57:50<00:00,  2.28it/s]\nEpoch 0: |          | 7921/? [57:50<00:00,  2.28it/s]\nEpoch 0: |          | 7922/? [57:51<00:00,  2.28it/s]\nEpoch 0: |          | 7922/? [57:51<00:00,  2.28it/s]\nEpoch 0: |          | 7923/? [57:51<00:00,  2.28it/s]\nEpoch 0: |          | 7923/? [57:51<00:00,  2.28it/s]\nEpoch 0: |          | 7924/? [57:52<00:00,  2.28it/s]\nEpoch 0: |          | 7924/? [57:52<00:00,  2.28it/s]\nEpoch 0: |          | 7925/? [57:52<00:00,  2.28it/s]\nEpoch 0: |          | 7925/? [57:52<00:00,  2.28it/s]\nEpoch 0: |          | 7926/? [57:52<00:00,  2.28it/s]\nEpoch 0: |          | 7926/? [57:52<00:00,  2.28it/s]\nEpoch 0: |          | 7927/? [57:53<00:00,  2.28it/s]\nEpoch 0: |          | 7927/? [57:53<00:00,  2.28it/s]\nEpoch 0: |          | 7928/? [57:53<00:00,  2.28it/s]\nEpoch 0: |          | 7928/? [57:53<00:00,  2.28it/s]\nEpoch 0: |          | 7929/? [57:53<00:00,  2.28it/s]\nEpoch 0: |          | 7929/? [57:53<00:00,  2.28it/s]\nEpoch 0: |          | 7930/? [57:54<00:00,  2.28it/s]\nEpoch 0: |          | 7930/? [57:54<00:00,  2.28it/s]\nEpoch 0: |          | 7931/? [57:54<00:00,  2.28it/s]\nEpoch 0: |          | 7931/? [57:54<00:00,  2.28it/s]\nEpoch 0: |          | 7932/? [57:54<00:00,  2.28it/s]\nEpoch 0: |          | 7932/? [57:54<00:00,  2.28it/s]\nEpoch 0: |          | 7933/? [57:55<00:00,  2.28it/s]\nEpoch 0: |          | 7933/? [57:55<00:00,  2.28it/s]\nEpoch 0: |          | 7934/? [57:55<00:00,  2.28it/s]\nEpoch 0: |          | 7934/? [57:55<00:00,  2.28it/s]\nEpoch 0: |          | 7935/? [57:55<00:00,  2.28it/s]\nEpoch 0: |          | 7935/? [57:55<00:00,  2.28it/s]\nEpoch 0: |          | 7936/? [57:56<00:00,  2.28it/s]\nEpoch 0: |          | 7936/? [57:56<00:00,  2.28it/s]\nEpoch 0: |          | 7937/? [57:56<00:00,  2.28it/s]\nEpoch 0: |          | 7937/? [57:56<00:00,  2.28it/s]\nEpoch 0: |          | 7938/? [57:56<00:00,  2.28it/s]\nEpoch 0: |          | 7938/? [57:56<00:00,  2.28it/s]\nEpoch 0: |          | 7939/? [57:57<00:00,  2.28it/s]\nEpoch 0: |          | 7939/? [57:57<00:00,  2.28it/s]\nEpoch 0: |          | 7940/? [57:57<00:00,  2.28it/s]\nEpoch 0: |          | 7940/? [57:57<00:00,  2.28it/s]\nEpoch 0: |          | 7941/? [57:57<00:00,  2.28it/s]\nEpoch 0: |          | 7941/? [57:57<00:00,  2.28it/s]\nEpoch 0: |          | 7942/? [57:58<00:00,  2.28it/s]\nEpoch 0: |          | 7942/? [57:58<00:00,  2.28it/s]\nEpoch 0: |          | 7943/? [57:58<00:00,  2.28it/s]\nEpoch 0: |          | 7943/? [57:58<00:00,  2.28it/s]\nEpoch 0: |          | 7944/? [57:58<00:00,  2.28it/s]\nEpoch 0: |          | 7944/? [57:58<00:00,  2.28it/s]\nEpoch 0: |          | 7945/? [57:59<00:00,  2.28it/s]\nEpoch 0: |          | 7945/? [57:59<00:00,  2.28it/s]\nEpoch 0: |          | 7946/? [57:59<00:00,  2.28it/s]\nEpoch 0: |          | 7946/? [57:59<00:00,  2.28it/s]\nEpoch 0: |          | 7947/? [57:59<00:00,  2.28it/s]\nEpoch 0: |          | 7947/? [57:59<00:00,  2.28it/s]\nEpoch 0: |          | 7948/? [58:00<00:00,  2.28it/s]\nEpoch 0: |          | 7948/? [58:00<00:00,  2.28it/s]\nEpoch 0: |          | 7949/? [58:00<00:00,  2.28it/s]\nEpoch 0: |          | 7949/? [58:00<00:00,  2.28it/s]\nEpoch 0: |          | 7950/? [58:00<00:00,  2.28it/s]\nEpoch 0: |          | 7950/? [58:00<00:00,  2.28it/s]\nEpoch 0: |          | 7951/? [58:01<00:00,  2.28it/s]\nEpoch 0: |          | 7951/? [58:01<00:00,  2.28it/s]\nEpoch 0: |          | 7952/? [58:01<00:00,  2.28it/s]\nEpoch 0: |          | 7952/? [58:01<00:00,  2.28it/s]\nEpoch 0: |          | 7953/? [58:01<00:00,  2.28it/s]\nEpoch 0: |          | 7953/? [58:01<00:00,  2.28it/s]\nEpoch 0: |          | 7954/? [58:02<00:00,  2.28it/s]\nEpoch 0: |          | 7954/? [58:02<00:00,  2.28it/s]\nEpoch 0: |          | 7955/? [58:02<00:00,  2.28it/s]\nEpoch 0: |          | 7955/? [58:02<00:00,  2.28it/s]\nEpoch 0: |          | 7956/? [58:03<00:00,  2.28it/s]\nEpoch 0: |          | 7956/? [58:03<00:00,  2.28it/s]\nEpoch 0: |          | 7957/? [58:03<00:00,  2.28it/s]\nEpoch 0: |          | 7957/? [58:03<00:00,  2.28it/s]\nEpoch 0: |          | 7958/? [58:03<00:00,  2.28it/s]\nEpoch 0: |          | 7958/? [58:03<00:00,  2.28it/s]\nEpoch 0: |          | 7959/? [58:03<00:00,  2.28it/s]\nEpoch 0: |          | 7959/? [58:03<00:00,  2.28it/s]\nEpoch 0: |          | 7960/? [58:04<00:00,  2.28it/s]\nEpoch 0: |          | 7960/? [58:04<00:00,  2.28it/s]\nEpoch 0: |          | 7961/? [58:04<00:00,  2.28it/s]\nEpoch 0: |          | 7961/? [58:04<00:00,  2.28it/s]\nEpoch 0: |          | 7962/? [58:04<00:00,  2.28it/s]\nEpoch 0: |          | 7962/? [58:04<00:00,  2.28it/s]\nEpoch 0: |          | 7963/? [58:05<00:00,  2.28it/s]\nEpoch 0: |          | 7963/? [58:05<00:00,  2.28it/s]\nEpoch 0: |          | 7964/? [58:05<00:00,  2.28it/s]\nEpoch 0: |          | 7964/? [58:05<00:00,  2.28it/s]\nEpoch 0: |          | 7965/? [58:05<00:00,  2.28it/s]\nEpoch 0: |          | 7965/? [58:05<00:00,  2.28it/s]\nEpoch 0: |          | 7966/? [58:06<00:00,  2.29it/s]\nEpoch 0: |          | 7966/? [58:06<00:00,  2.29it/s]\nEpoch 0: |          | 7967/? [58:06<00:00,  2.29it/s]\nEpoch 0: |          | 7967/? [58:06<00:00,  2.29it/s]\nEpoch 0: |          | 7968/? [58:06<00:00,  2.29it/s]\nEpoch 0: |          | 7968/? [58:06<00:00,  2.29it/s]\nEpoch 0: |          | 7969/? [58:07<00:00,  2.29it/s]\nEpoch 0: |          | 7969/? [58:07<00:00,  2.29it/s]\nEpoch 0: |          | 7970/? [58:07<00:00,  2.29it/s]\nEpoch 0: |          | 7970/? [58:07<00:00,  2.29it/s]\nEpoch 0: |          | 7971/? [58:07<00:00,  2.29it/s]\nEpoch 0: |          | 7971/? [58:07<00:00,  2.29it/s]\nEpoch 0: |          | 7972/? [58:08<00:00,  2.29it/s]\nEpoch 0: |          | 7972/? [58:08<00:00,  2.29it/s]\nEpoch 0: |          | 7973/? [58:08<00:00,  2.29it/s]\nEpoch 0: |          | 7973/? [58:08<00:00,  2.29it/s]\nEpoch 0: |          | 7974/? [58:08<00:00,  2.29it/s]\nEpoch 0: |          | 7974/? [58:08<00:00,  2.29it/s]\nEpoch 0: |          | 7975/? [58:09<00:00,  2.29it/s]\nEpoch 0: |          | 7975/? [58:09<00:00,  2.29it/s]\nEpoch 0: |          | 7976/? [58:09<00:00,  2.29it/s]\nEpoch 0: |          | 7976/? [58:09<00:00,  2.29it/s]\nEpoch 0: |          | 7977/? [58:09<00:00,  2.29it/s]\nEpoch 0: |          | 7977/? [58:09<00:00,  2.29it/s]\nEpoch 0: |          | 7978/? [58:10<00:00,  2.29it/s]\nEpoch 0: |          | 7978/? [58:10<00:00,  2.29it/s]\nEpoch 0: |          | 7979/? [58:10<00:00,  2.29it/s]\nEpoch 0: |          | 7979/? [58:10<00:00,  2.29it/s]\nEpoch 0: |          | 7980/? [58:10<00:00,  2.29it/s]\nEpoch 0: |          | 7980/? [58:10<00:00,  2.29it/s]\nEpoch 0: |          | 7981/? [58:11<00:00,  2.29it/s]\nEpoch 0: |          | 7981/? [58:11<00:00,  2.29it/s]\nEpoch 0: |          | 7982/? [58:11<00:00,  2.29it/s]\nEpoch 0: |          | 7982/? [58:11<00:00,  2.29it/s]\nEpoch 0: |          | 7983/? [58:11<00:00,  2.29it/s]\nEpoch 0: |          | 7983/? [58:11<00:00,  2.29it/s]\nEpoch 0: |          | 7984/? [58:12<00:00,  2.29it/s]\nEpoch 0: |          | 7984/? [58:12<00:00,  2.29it/s]\nEpoch 0: |          | 7985/? [58:12<00:00,  2.29it/s]\nEpoch 0: |          | 7985/? [58:12<00:00,  2.29it/s]\nEpoch 0: |          | 7986/? [58:12<00:00,  2.29it/s]\nEpoch 0: |          | 7986/? [58:12<00:00,  2.29it/s]\nEpoch 0: |          | 7987/? [58:13<00:00,  2.29it/s]\nEpoch 0: |          | 7987/? [58:13<00:00,  2.29it/s]\nEpoch 0: |          | 7988/? [58:13<00:00,  2.29it/s]\nEpoch 0: |          | 7988/? [58:13<00:00,  2.29it/s]\nEpoch 0: |          | 7989/? [58:13<00:00,  2.29it/s]\nEpoch 0: |          | 7989/? [58:13<00:00,  2.29it/s]\nEpoch 0: |          | 7990/? [58:14<00:00,  2.29it/s]\nEpoch 0: |          | 7990/? [58:14<00:00,  2.29it/s]\nEpoch 0: |          | 7991/? [58:14<00:00,  2.29it/s]\nEpoch 0: |          | 7991/? [58:14<00:00,  2.29it/s]\nEpoch 0: |          | 7992/? [58:14<00:00,  2.29it/s]\nEpoch 0: |          | 7992/? [58:14<00:00,  2.29it/s]\nEpoch 0: |          | 7993/? [58:15<00:00,  2.29it/s]\nEpoch 0: |          | 7993/? [58:15<00:00,  2.29it/s]\nEpoch 0: |          | 7994/? [58:15<00:00,  2.29it/s]\nEpoch 0: |          | 7994/? [58:15<00:00,  2.29it/s]\nEpoch 0: |          | 7995/? [58:15<00:00,  2.29it/s]\nEpoch 0: |          | 7995/? [58:15<00:00,  2.29it/s]\nEpoch 0: |          | 7996/? [58:16<00:00,  2.29it/s]\nEpoch 0: |          | 7996/? [58:16<00:00,  2.29it/s]\nEpoch 0: |          | 7997/? [58:16<00:00,  2.29it/s]\nEpoch 0: |          | 7997/? [58:16<00:00,  2.29it/s]\nEpoch 0: |          | 7998/? [58:16<00:00,  2.29it/s]\nEpoch 0: |          | 7998/? [58:16<00:00,  2.29it/s]\nEpoch 0: |          | 7999/? [58:17<00:00,  2.29it/s]\nEpoch 0: |          | 7999/? [58:17<00:00,  2.29it/s]\nEpoch 0: |          | 8000/? [58:17<00:00,  2.29it/s]\nEpoch 0: |          | 8000/? [58:17<00:00,  2.29it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.10it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.58it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.42it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.36it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 8000/? [58:18<00:00,  2.29it/s]\nEpoch 0: |          | 8001/? [58:18<00:00,  2.29it/s]\nEpoch 0: |          | 8001/? [58:18<00:00,  2.29it/s]\nEpoch 0: |          | 8002/? [58:18<00:00,  2.29it/s]\nEpoch 0: |          | 8002/? [58:18<00:00,  2.29it/s]\nEpoch 0: |          | 8003/? [58:19<00:00,  2.29it/s]\nEpoch 0: |          | 8003/? [58:19<00:00,  2.29it/s]\nEpoch 0: |          | 8004/? [58:19<00:00,  2.29it/s]\nEpoch 0: |          | 8004/? [58:19<00:00,  2.29it/s]\nEpoch 0: |          | 8005/? [58:19<00:00,  2.29it/s]\nEpoch 0: |          | 8005/? [58:19<00:00,  2.29it/s]\nEpoch 0: |          | 8006/? [58:20<00:00,  2.29it/s]\nEpoch 0: |          | 8006/? [58:20<00:00,  2.29it/s]\nEpoch 0: |          | 8007/? [58:20<00:00,  2.29it/s]\nEpoch 0: |          | 8007/? [58:20<00:00,  2.29it/s]\nEpoch 0: |          | 8008/? [58:20<00:00,  2.29it/s]\nEpoch 0: |          | 8008/? [58:20<00:00,  2.29it/s]\nEpoch 0: |          | 8009/? [58:21<00:00,  2.29it/s]\nEpoch 0: |          | 8009/? [58:21<00:00,  2.29it/s]\nEpoch 0: |          | 8010/? [58:21<00:00,  2.29it/s]\nEpoch 0: |          | 8010/? [58:21<00:00,  2.29it/s]\nEpoch 0: |          | 8011/? [58:21<00:00,  2.29it/s]\nEpoch 0: |          | 8011/? [58:21<00:00,  2.29it/s]\nEpoch 0: |          | 8012/? [58:22<00:00,  2.29it/s]\nEpoch 0: |          | 8012/? [58:22<00:00,  2.29it/s]\nEpoch 0: |          | 8013/? [58:22<00:00,  2.29it/s]\nEpoch 0: |          | 8013/? [58:22<00:00,  2.29it/s]\nEpoch 0: |          | 8014/? [58:22<00:00,  2.29it/s]\nEpoch 0: |          | 8014/? [58:22<00:00,  2.29it/s]\nEpoch 0: |          | 8015/? [58:23<00:00,  2.29it/s]\nEpoch 0: |          | 8015/? [58:23<00:00,  2.29it/s]\nEpoch 0: |          | 8016/? [58:23<00:00,  2.29it/s]\nEpoch 0: |          | 8016/? [58:23<00:00,  2.29it/s]\nEpoch 0: |          | 8017/? [58:23<00:00,  2.29it/s]\nEpoch 0: |          | 8017/? [58:23<00:00,  2.29it/s]\nEpoch 0: |          | 8018/? [58:24<00:00,  2.29it/s]\nEpoch 0: |          | 8018/? [58:24<00:00,  2.29it/s]\nEpoch 0: |          | 8019/? [58:24<00:00,  2.29it/s]\nEpoch 0: |          | 8019/? [58:24<00:00,  2.29it/s]\nEpoch 0: |          | 8020/? [58:24<00:00,  2.29it/s]\nEpoch 0: |          | 8020/? [58:24<00:00,  2.29it/s]\nEpoch 0: |          | 8021/? [58:25<00:00,  2.29it/s]\nEpoch 0: |          | 8021/? [58:25<00:00,  2.29it/s]\nEpoch 0: |          | 8022/? [58:25<00:00,  2.29it/s]\nEpoch 0: |          | 8022/? [58:25<00:00,  2.29it/s]\nEpoch 0: |          | 8023/? [58:25<00:00,  2.29it/s]\nEpoch 0: |          | 8023/? [58:25<00:00,  2.29it/s]\nEpoch 0: |          | 8024/? [58:26<00:00,  2.29it/s]\nEpoch 0: |          | 8024/? [58:26<00:00,  2.29it/s]\nEpoch 0: |          | 8025/? [58:26<00:00,  2.29it/s]\nEpoch 0: |          | 8025/? [58:26<00:00,  2.29it/s]\nEpoch 0: |          | 8026/? [58:26<00:00,  2.29it/s]\nEpoch 0: |          | 8026/? [58:26<00:00,  2.29it/s]\nEpoch 0: |          | 8027/? [58:27<00:00,  2.29it/s]\nEpoch 0: |          | 8027/? [58:27<00:00,  2.29it/s]\nEpoch 0: |          | 8028/? [58:27<00:00,  2.29it/s]\nEpoch 0: |          | 8028/? [58:27<00:00,  2.29it/s]\nEpoch 0: |          | 8029/? [58:27<00:00,  2.29it/s]\nEpoch 0: |          | 8029/? [58:27<00:00,  2.29it/s]\nEpoch 0: |          | 8030/? [58:28<00:00,  2.29it/s]\nEpoch 0: |          | 8030/? [58:28<00:00,  2.29it/s]\nEpoch 0: |          | 8031/? [58:28<00:00,  2.29it/s]\nEpoch 0: |          | 8031/? [58:28<00:00,  2.29it/s]\nEpoch 0: |          | 8032/? [58:28<00:00,  2.29it/s]\nEpoch 0: |          | 8032/? [58:28<00:00,  2.29it/s]\nEpoch 0: |          | 8033/? [58:29<00:00,  2.29it/s]\nEpoch 0: |          | 8033/? [58:29<00:00,  2.29it/s]\nEpoch 0: |          | 8034/? [58:29<00:00,  2.29it/s]\nEpoch 0: |          | 8034/? [58:29<00:00,  2.29it/s]\nEpoch 0: |          | 8035/? [58:29<00:00,  2.29it/s]\nEpoch 0: |          | 8035/? [58:29<00:00,  2.29it/s]\nEpoch 0: |          | 8036/? [58:30<00:00,  2.29it/s]\nEpoch 0: |          | 8036/? [58:30<00:00,  2.29it/s]\nEpoch 0: |          | 8037/? [58:30<00:00,  2.29it/s]\nEpoch 0: |          | 8037/? [58:30<00:00,  2.29it/s]\nEpoch 0: |          | 8038/? [58:30<00:00,  2.29it/s]\nEpoch 0: |          | 8038/? [58:30<00:00,  2.29it/s]\nEpoch 0: |          | 8039/? [58:31<00:00,  2.29it/s]\nEpoch 0: |          | 8039/? [58:31<00:00,  2.29it/s]\nEpoch 0: |          | 8040/? [58:31<00:00,  2.29it/s]\nEpoch 0: |          | 8040/? [58:31<00:00,  2.29it/s]\nEpoch 0: |          | 8041/? [58:32<00:00,  2.29it/s]\nEpoch 0: |          | 8041/? [58:32<00:00,  2.29it/s]\nEpoch 0: |          | 8042/? [58:32<00:00,  2.29it/s]\nEpoch 0: |          | 8042/? [58:32<00:00,  2.29it/s]\nEpoch 0: |          | 8043/? [58:32<00:00,  2.29it/s]\nEpoch 0: |          | 8043/? [58:32<00:00,  2.29it/s]\nEpoch 0: |          | 8044/? [58:33<00:00,  2.29it/s]\nEpoch 0: |          | 8044/? [58:33<00:00,  2.29it/s]\nEpoch 0: |          | 8045/? [58:33<00:00,  2.29it/s]\nEpoch 0: |          | 8045/? [58:33<00:00,  2.29it/s]\nEpoch 0: |          | 8046/? [58:33<00:00,  2.29it/s]\nEpoch 0: |          | 8046/? [58:33<00:00,  2.29it/s]\nEpoch 0: |          | 8047/? [58:34<00:00,  2.29it/s]\nEpoch 0: |          | 8047/? [58:34<00:00,  2.29it/s]\nEpoch 0: |          | 8048/? [58:34<00:00,  2.29it/s]\nEpoch 0: |          | 8048/? [58:34<00:00,  2.29it/s]\nEpoch 0: |          | 8049/? [58:34<00:00,  2.29it/s]\nEpoch 0: |          | 8049/? [58:34<00:00,  2.29it/s]\nEpoch 0: |          | 8050/? [58:35<00:00,  2.29it/s]\nEpoch 0: |          | 8050/? [58:35<00:00,  2.29it/s]\nEpoch 0: |          | 8051/? [58:35<00:00,  2.29it/s]\nEpoch 0: |          | 8051/? [58:35<00:00,  2.29it/s]\nEpoch 0: |          | 8052/? [58:35<00:00,  2.29it/s]\nEpoch 0: |          | 8052/? [58:35<00:00,  2.29it/s]\nEpoch 0: |          | 8053/? [58:36<00:00,  2.29it/s]\nEpoch 0: |          | 8053/? [58:36<00:00,  2.29it/s]\nEpoch 0: |          | 8054/? [58:36<00:00,  2.29it/s]\nEpoch 0: |          | 8054/? [58:36<00:00,  2.29it/s]\nEpoch 0: |          | 8055/? [58:36<00:00,  2.29it/s]\nEpoch 0: |          | 8055/? [58:36<00:00,  2.29it/s]\nEpoch 0: |          | 8056/? [58:37<00:00,  2.29it/s]\nEpoch 0: |          | 8056/? [58:37<00:00,  2.29it/s]\nEpoch 0: |          | 8057/? [58:37<00:00,  2.29it/s]\nEpoch 0: |          | 8057/? [58:37<00:00,  2.29it/s]\nEpoch 0: |          | 8058/? [58:37<00:00,  2.29it/s]\nEpoch 0: |          | 8058/? [58:37<00:00,  2.29it/s]\nEpoch 0: |          | 8059/? [58:38<00:00,  2.29it/s]\nEpoch 0: |          | 8059/? [58:38<00:00,  2.29it/s]\nEpoch 0: |          | 8060/? [58:38<00:00,  2.29it/s]\nEpoch 0: |          | 8060/? [58:38<00:00,  2.29it/s]\nEpoch 0: |          | 8061/? [58:38<00:00,  2.29it/s]\nEpoch 0: |          | 8061/? [58:38<00:00,  2.29it/s]\nEpoch 0: |          | 8062/? [58:39<00:00,  2.29it/s]\nEpoch 0: |          | 8062/? [58:39<00:00,  2.29it/s]\nEpoch 0: |          | 8063/? [58:39<00:00,  2.29it/s]\nEpoch 0: |          | 8063/? [58:39<00:00,  2.29it/s]\nEpoch 0: |          | 8064/? [58:39<00:00,  2.29it/s]\nEpoch 0: |          | 8064/? [58:39<00:00,  2.29it/s]\nEpoch 0: |          | 8065/? [58:40<00:00,  2.29it/s]\nEpoch 0: |          | 8065/? [58:40<00:00,  2.29it/s]\nEpoch 0: |          | 8066/? [58:40<00:00,  2.29it/s]\nEpoch 0: |          | 8066/? [58:40<00:00,  2.29it/s]\nEpoch 0: |          | 8067/? [58:40<00:00,  2.29it/s]\nEpoch 0: |          | 8067/? [58:40<00:00,  2.29it/s]\nEpoch 0: |          | 8068/? [58:41<00:00,  2.29it/s]\nEpoch 0: |          | 8068/? [58:41<00:00,  2.29it/s]\nEpoch 0: |          | 8069/? [58:41<00:00,  2.29it/s]\nEpoch 0: |          | 8069/? [58:41<00:00,  2.29it/s]\nEpoch 0: |          | 8070/? [58:41<00:00,  2.29it/s]\nEpoch 0: |          | 8070/? [58:41<00:00,  2.29it/s]\nEpoch 0: |          | 8071/? [58:42<00:00,  2.29it/s]\nEpoch 0: |          | 8071/? [58:42<00:00,  2.29it/s]\nEpoch 0: |          | 8072/? [58:42<00:00,  2.29it/s]\nEpoch 0: |          | 8072/? [58:42<00:00,  2.29it/s]\nEpoch 0: |          | 8073/? [58:42<00:00,  2.29it/s]\nEpoch 0: |          | 8073/? [58:42<00:00,  2.29it/s]\nEpoch 0: |          | 8074/? [58:43<00:00,  2.29it/s]\nEpoch 0: |          | 8074/? [58:43<00:00,  2.29it/s]\nEpoch 0: |          | 8075/? [58:43<00:00,  2.29it/s]\nEpoch 0: |          | 8075/? [58:43<00:00,  2.29it/s]\nEpoch 0: |          | 8076/? [58:43<00:00,  2.29it/s]\nEpoch 0: |          | 8076/? [58:43<00:00,  2.29it/s]\nEpoch 0: |          | 8077/? [58:44<00:00,  2.29it/s]\nEpoch 0: |          | 8077/? [58:44<00:00,  2.29it/s]\nEpoch 0: |          | 8078/? [58:44<00:00,  2.29it/s]\nEpoch 0: |          | 8078/? [58:44<00:00,  2.29it/s]\nEpoch 0: |          | 8079/? [58:44<00:00,  2.29it/s]\nEpoch 0: |          | 8079/? [58:44<00:00,  2.29it/s]\nEpoch 0: |          | 8080/? [58:45<00:00,  2.29it/s]\nEpoch 0: |          | 8080/? [58:45<00:00,  2.29it/s]\nEpoch 0: |          | 8081/? [58:45<00:00,  2.29it/s]\nEpoch 0: |          | 8081/? [58:45<00:00,  2.29it/s]\nEpoch 0: |          | 8082/? [58:45<00:00,  2.29it/s]\nEpoch 0: |          | 8082/? [58:45<00:00,  2.29it/s]\nEpoch 0: |          | 8083/? [58:46<00:00,  2.29it/s]\nEpoch 0: |          | 8083/? [58:46<00:00,  2.29it/s]\nEpoch 0: |          | 8084/? [58:46<00:00,  2.29it/s]\nEpoch 0: |          | 8084/? [58:46<00:00,  2.29it/s]\nEpoch 0: |          | 8085/? [58:46<00:00,  2.29it/s]\nEpoch 0: |          | 8085/? [58:46<00:00,  2.29it/s]\nEpoch 0: |          | 8086/? [58:47<00:00,  2.29it/s]\nEpoch 0: |          | 8086/? [58:47<00:00,  2.29it/s]\nEpoch 0: |          | 8087/? [58:47<00:00,  2.29it/s]\nEpoch 0: |          | 8087/? [58:47<00:00,  2.29it/s]\nEpoch 0: |          | 8088/? [58:47<00:00,  2.29it/s]\nEpoch 0: |          | 8088/? [58:47<00:00,  2.29it/s]\nEpoch 0: |          | 8089/? [58:48<00:00,  2.29it/s]\nEpoch 0: |          | 8089/? [58:48<00:00,  2.29it/s]\nEpoch 0: |          | 8090/? [58:48<00:00,  2.29it/s]\nEpoch 0: |          | 8090/? [58:48<00:00,  2.29it/s]\nEpoch 0: |          | 8091/? [58:48<00:00,  2.29it/s]\nEpoch 0: |          | 8091/? [58:48<00:00,  2.29it/s]\nEpoch 0: |          | 8092/? [58:49<00:00,  2.29it/s]\nEpoch 0: |          | 8092/? [58:49<00:00,  2.29it/s]\nEpoch 0: |          | 8093/? [58:49<00:00,  2.29it/s]\nEpoch 0: |          | 8093/? [58:49<00:00,  2.29it/s]\nEpoch 0: |          | 8094/? [58:49<00:00,  2.29it/s]\nEpoch 0: |          | 8094/? [58:49<00:00,  2.29it/s]\nEpoch 0: |          | 8095/? [58:50<00:00,  2.29it/s]\nEpoch 0: |          | 8095/? [58:50<00:00,  2.29it/s]\nEpoch 0: |          | 8096/? [58:50<00:00,  2.29it/s]\nEpoch 0: |          | 8096/? [58:50<00:00,  2.29it/s]\nEpoch 0: |          | 8097/? [58:50<00:00,  2.29it/s]\nEpoch 0: |          | 8097/? [58:50<00:00,  2.29it/s]\nEpoch 0: |          | 8098/? [58:51<00:00,  2.29it/s]\nEpoch 0: |          | 8098/? [58:51<00:00,  2.29it/s]\nEpoch 0: |          | 8099/? [58:51<00:00,  2.29it/s]\nEpoch 0: |          | 8099/? [58:51<00:00,  2.29it/s]\nEpoch 0: |          | 8100/? [58:51<00:00,  2.29it/s]\nEpoch 0: |          | 8100/? [58:51<00:00,  2.29it/s]\nEpoch 0: |          | 8101/? [58:52<00:00,  2.29it/s]\nEpoch 0: |          | 8101/? [58:52<00:00,  2.29it/s]\nEpoch 0: |          | 8102/? [58:52<00:00,  2.29it/s]\nEpoch 0: |          | 8102/? [58:52<00:00,  2.29it/s]\nEpoch 0: |          | 8103/? [58:52<00:00,  2.29it/s]\nEpoch 0: |          | 8103/? [58:52<00:00,  2.29it/s]\nEpoch 0: |          | 8104/? [58:53<00:00,  2.29it/s]\nEpoch 0: |          | 8104/? [58:53<00:00,  2.29it/s]\nEpoch 0: |          | 8105/? [58:53<00:00,  2.29it/s]\nEpoch 0: |          | 8105/? [58:53<00:00,  2.29it/s]\nEpoch 0: |          | 8106/? [58:53<00:00,  2.29it/s]\nEpoch 0: |          | 8106/? [58:53<00:00,  2.29it/s]\nEpoch 0: |          | 8107/? [58:54<00:00,  2.29it/s]\nEpoch 0: |          | 8107/? [58:54<00:00,  2.29it/s]\nEpoch 0: |          | 8108/? [58:54<00:00,  2.29it/s]\nEpoch 0: |          | 8108/? [58:54<00:00,  2.29it/s]\nEpoch 0: |          | 8109/? [58:54<00:00,  2.29it/s]\nEpoch 0: |          | 8109/? [58:54<00:00,  2.29it/s]\nEpoch 0: |          | 8110/? [58:55<00:00,  2.29it/s]\nEpoch 0: |          | 8110/? [58:55<00:00,  2.29it/s]\nEpoch 0: |          | 8111/? [58:55<00:00,  2.29it/s]\nEpoch 0: |          | 8111/? [58:55<00:00,  2.29it/s]\nEpoch 0: |          | 8112/? [58:56<00:00,  2.29it/s]\nEpoch 0: |          | 8112/? [58:56<00:00,  2.29it/s]\nEpoch 0: |          | 8113/? [58:56<00:00,  2.29it/s]\nEpoch 0: |          | 8113/? [58:56<00:00,  2.29it/s]\nEpoch 0: |          | 8114/? [58:56<00:00,  2.29it/s]\nEpoch 0: |          | 8114/? [58:56<00:00,  2.29it/s]\nEpoch 0: |          | 8115/? [58:56<00:00,  2.29it/s]\nEpoch 0: |          | 8115/? [58:56<00:00,  2.29it/s]\nEpoch 0: |          | 8116/? [58:57<00:00,  2.29it/s]\nEpoch 0: |          | 8116/? [58:57<00:00,  2.29it/s]\nEpoch 0: |          | 8117/? [58:57<00:00,  2.29it/s]\nEpoch 0: |          | 8117/? [58:57<00:00,  2.29it/s]\nEpoch 0: |          | 8118/? [58:57<00:00,  2.29it/s]\nEpoch 0: |          | 8118/? [58:57<00:00,  2.29it/s]\nEpoch 0: |          | 8119/? [58:58<00:00,  2.29it/s]\nEpoch 0: |          | 8119/? [58:58<00:00,  2.29it/s]\nEpoch 0: |          | 8120/? [58:58<00:00,  2.29it/s]\nEpoch 0: |          | 8120/? [58:58<00:00,  2.29it/s]\nEpoch 0: |          | 8121/? [58:58<00:00,  2.29it/s]\nEpoch 0: |          | 8121/? [58:58<00:00,  2.29it/s]\nEpoch 0: |          | 8122/? [58:59<00:00,  2.29it/s]\nEpoch 0: |          | 8122/? [58:59<00:00,  2.29it/s]\nEpoch 0: |          | 8123/? [58:59<00:00,  2.29it/s]\nEpoch 0: |          | 8123/? [58:59<00:00,  2.29it/s]\nEpoch 0: |          | 8124/? [58:59<00:00,  2.29it/s]\nEpoch 0: |          | 8124/? [58:59<00:00,  2.29it/s]\nEpoch 0: |          | 8125/? [59:00<00:00,  2.29it/s]\nEpoch 0: |          | 8125/? [59:00<00:00,  2.29it/s]\nEpoch 0: |          | 8126/? [59:00<00:00,  2.30it/s]\nEpoch 0: |          | 8126/? [59:00<00:00,  2.30it/s]\nEpoch 0: |          | 8127/? [59:01<00:00,  2.30it/s]\nEpoch 0: |          | 8127/? [59:01<00:00,  2.30it/s]\nEpoch 0: |          | 8128/? [59:01<00:00,  2.30it/s]\nEpoch 0: |          | 8128/? [59:01<00:00,  2.30it/s]\nEpoch 0: |          | 8129/? [59:01<00:00,  2.30it/s]\nEpoch 0: |          | 8129/? [59:01<00:00,  2.30it/s]\nEpoch 0: |          | 8130/? [59:02<00:00,  2.30it/s]\nEpoch 0: |          | 8130/? [59:02<00:00,  2.30it/s]\nEpoch 0: |          | 8131/? [59:02<00:00,  2.30it/s]\nEpoch 0: |          | 8131/? [59:02<00:00,  2.30it/s]\nEpoch 0: |          | 8132/? [59:02<00:00,  2.30it/s]\nEpoch 0: |          | 8132/? [59:02<00:00,  2.30it/s]\nEpoch 0: |          | 8133/? [59:03<00:00,  2.30it/s]\nEpoch 0: |          | 8133/? [59:03<00:00,  2.30it/s]\nEpoch 0: |          | 8134/? [59:03<00:00,  2.30it/s]\nEpoch 0: |          | 8134/? [59:03<00:00,  2.30it/s]\nEpoch 0: |          | 8135/? [59:03<00:00,  2.30it/s]\nEpoch 0: |          | 8135/? [59:03<00:00,  2.30it/s]\nEpoch 0: |          | 8136/? [59:03<00:00,  2.30it/s]\nEpoch 0: |          | 8136/? [59:03<00:00,  2.30it/s]\nEpoch 0: |          | 8137/? [59:04<00:00,  2.30it/s]\nEpoch 0: |          | 8137/? [59:04<00:00,  2.30it/s]\nEpoch 0: |          | 8138/? [59:04<00:00,  2.30it/s]\nEpoch 0: |          | 8138/? [59:04<00:00,  2.30it/s]\nEpoch 0: |          | 8139/? [59:04<00:00,  2.30it/s]\nEpoch 0: |          | 8139/? [59:04<00:00,  2.30it/s]\nEpoch 0: |          | 8140/? [59:05<00:00,  2.30it/s]\nEpoch 0: |          | 8140/? [59:05<00:00,  2.30it/s]\nEpoch 0: |          | 8141/? [59:05<00:00,  2.30it/s]\nEpoch 0: |          | 8141/? [59:05<00:00,  2.30it/s]\nEpoch 0: |          | 8142/? [59:05<00:00,  2.30it/s]\nEpoch 0: |          | 8142/? [59:05<00:00,  2.30it/s]\nEpoch 0: |          | 8143/? [59:06<00:00,  2.30it/s]\nEpoch 0: |          | 8143/? [59:06<00:00,  2.30it/s]\nEpoch 0: |          | 8144/? [59:06<00:00,  2.30it/s]\nEpoch 0: |          | 8144/? [59:06<00:00,  2.30it/s]\nEpoch 0: |          | 8145/? [59:06<00:00,  2.30it/s]\nEpoch 0: |          | 8145/? [59:06<00:00,  2.30it/s]\nEpoch 0: |          | 8146/? [59:07<00:00,  2.30it/s]\nEpoch 0: |          | 8146/? [59:07<00:00,  2.30it/s]\nEpoch 0: |          | 8147/? [59:07<00:00,  2.30it/s]\nEpoch 0: |          | 8147/? [59:07<00:00,  2.30it/s]\nEpoch 0: |          | 8148/? [59:07<00:00,  2.30it/s]\nEpoch 0: |          | 8148/? [59:07<00:00,  2.30it/s]\nEpoch 0: |          | 8149/? [59:08<00:00,  2.30it/s]\nEpoch 0: |          | 8149/? [59:08<00:00,  2.30it/s]\nEpoch 0: |          | 8150/? [59:08<00:00,  2.30it/s]\nEpoch 0: |          | 8150/? [59:08<00:00,  2.30it/s]\nEpoch 0: |          | 8151/? [59:08<00:00,  2.30it/s]\nEpoch 0: |          | 8151/? [59:08<00:00,  2.30it/s]\nEpoch 0: |          | 8152/? [59:09<00:00,  2.30it/s]\nEpoch 0: |          | 8152/? [59:09<00:00,  2.30it/s]\nEpoch 0: |          | 8153/? [59:09<00:00,  2.30it/s]\nEpoch 0: |          | 8153/? [59:09<00:00,  2.30it/s]\nEpoch 0: |          | 8154/? [59:09<00:00,  2.30it/s]\nEpoch 0: |          | 8154/? [59:09<00:00,  2.30it/s]\nEpoch 0: |          | 8155/? [59:10<00:00,  2.30it/s]\nEpoch 0: |          | 8155/? [59:10<00:00,  2.30it/s]\nEpoch 0: |          | 8156/? [59:10<00:00,  2.30it/s]\nEpoch 0: |          | 8156/? [59:10<00:00,  2.30it/s]\nEpoch 0: |          | 8157/? [59:10<00:00,  2.30it/s]\nEpoch 0: |          | 8157/? [59:10<00:00,  2.30it/s]\nEpoch 0: |          | 8158/? [59:11<00:00,  2.30it/s]\nEpoch 0: |          | 8158/? [59:11<00:00,  2.30it/s]\nEpoch 0: |          | 8159/? [59:11<00:00,  2.30it/s]\nEpoch 0: |          | 8159/? [59:11<00:00,  2.30it/s]\nEpoch 0: |          | 8160/? [59:11<00:00,  2.30it/s]\nEpoch 0: |          | 8160/? [59:11<00:00,  2.30it/s]\nEpoch 0: |          | 8161/? [59:12<00:00,  2.30it/s]\nEpoch 0: |          | 8161/? [59:12<00:00,  2.30it/s]\nEpoch 0: |          | 8162/? [59:12<00:00,  2.30it/s]\nEpoch 0: |          | 8162/? [59:12<00:00,  2.30it/s]\nEpoch 0: |          | 8163/? [59:13<00:00,  2.30it/s]\nEpoch 0: |          | 8163/? [59:13<00:00,  2.30it/s]\nEpoch 0: |          | 8164/? [59:13<00:00,  2.30it/s]\nEpoch 0: |          | 8164/? [59:13<00:00,  2.30it/s]\nEpoch 0: |          | 8165/? [59:13<00:00,  2.30it/s]\nEpoch 0: |          | 8165/? [59:13<00:00,  2.30it/s]\nEpoch 0: |          | 8166/? [59:13<00:00,  2.30it/s]\nEpoch 0: |          | 8166/? [59:13<00:00,  2.30it/s]\nEpoch 0: |          | 8167/? [59:14<00:00,  2.30it/s]\nEpoch 0: |          | 8167/? [59:14<00:00,  2.30it/s]\nEpoch 0: |          | 8168/? [59:14<00:00,  2.30it/s]\nEpoch 0: |          | 8168/? [59:14<00:00,  2.30it/s]\nEpoch 0: |          | 8169/? [59:14<00:00,  2.30it/s]\nEpoch 0: |          | 8169/? [59:14<00:00,  2.30it/s]\nEpoch 0: |          | 8170/? [59:15<00:00,  2.30it/s]\nEpoch 0: |          | 8170/? [59:15<00:00,  2.30it/s]\nEpoch 0: |          | 8171/? [59:15<00:00,  2.30it/s]\nEpoch 0: |          | 8171/? [59:15<00:00,  2.30it/s]\nEpoch 0: |          | 8172/? [59:15<00:00,  2.30it/s]\nEpoch 0: |          | 8172/? [59:15<00:00,  2.30it/s]\nEpoch 0: |          | 8173/? [59:16<00:00,  2.30it/s]\nEpoch 0: |          | 8173/? [59:16<00:00,  2.30it/s]\nEpoch 0: |          | 8174/? [59:16<00:00,  2.30it/s]\nEpoch 0: |          | 8174/? [59:16<00:00,  2.30it/s]\nEpoch 0: |          | 8175/? [59:17<00:00,  2.30it/s]\nEpoch 0: |          | 8175/? [59:17<00:00,  2.30it/s]\nEpoch 0: |          | 8176/? [59:17<00:00,  2.30it/s]\nEpoch 0: |          | 8176/? [59:17<00:00,  2.30it/s]\nEpoch 0: |          | 8177/? [59:17<00:00,  2.30it/s]\nEpoch 0: |          | 8177/? [59:17<00:00,  2.30it/s]\nEpoch 0: |          | 8178/? [59:17<00:00,  2.30it/s]\nEpoch 0: |          | 8178/? [59:17<00:00,  2.30it/s]\nEpoch 0: |          | 8179/? [59:18<00:00,  2.30it/s]\nEpoch 0: |          | 8179/? [59:18<00:00,  2.30it/s]\nEpoch 0: |          | 8180/? [59:18<00:00,  2.30it/s]\nEpoch 0: |          | 8180/? [59:18<00:00,  2.30it/s]\nEpoch 0: |          | 8181/? [59:19<00:00,  2.30it/s]\nEpoch 0: |          | 8181/? [59:19<00:00,  2.30it/s]\nEpoch 0: |          | 8182/? [59:19<00:00,  2.30it/s]\nEpoch 0: |          | 8182/? [59:19<00:00,  2.30it/s]\nEpoch 0: |          | 8183/? [59:19<00:00,  2.30it/s]\nEpoch 0: |          | 8183/? [59:19<00:00,  2.30it/s]\nEpoch 0: |          | 8184/? [59:19<00:00,  2.30it/s]\nEpoch 0: |          | 8184/? [59:19<00:00,  2.30it/s]\nEpoch 0: |          | 8185/? [59:20<00:00,  2.30it/s]\nEpoch 0: |          | 8185/? [59:20<00:00,  2.30it/s]\nEpoch 0: |          | 8186/? [59:20<00:00,  2.30it/s]\nEpoch 0: |          | 8186/? [59:20<00:00,  2.30it/s]\nEpoch 0: |          | 8187/? [59:21<00:00,  2.30it/s]\nEpoch 0: |          | 8187/? [59:21<00:00,  2.30it/s]\nEpoch 0: |          | 8188/? [59:21<00:00,  2.30it/s]\nEpoch 0: |          | 8188/? [59:21<00:00,  2.30it/s]\nEpoch 0: |          | 8189/? [59:21<00:00,  2.30it/s]\nEpoch 0: |          | 8189/? [59:21<00:00,  2.30it/s]\nEpoch 0: |          | 8190/? [59:22<00:00,  2.30it/s]\nEpoch 0: |          | 8190/? [59:22<00:00,  2.30it/s]\nEpoch 0: |          | 8191/? [59:22<00:00,  2.30it/s]\nEpoch 0: |          | 8191/? [59:22<00:00,  2.30it/s]\nEpoch 0: |          | 8192/? [59:22<00:00,  2.30it/s]\nEpoch 0: |          | 8192/? [59:22<00:00,  2.30it/s]\nEpoch 0: |          | 8193/? [59:23<00:00,  2.30it/s]\nEpoch 0: |          | 8193/? [59:23<00:00,  2.30it/s]\nEpoch 0: |          | 8194/? [59:23<00:00,  2.30it/s]\nEpoch 0: |          | 8194/? [59:23<00:00,  2.30it/s]\nEpoch 0: |          | 8195/? [59:23<00:00,  2.30it/s]\nEpoch 0: |          | 8195/? [59:23<00:00,  2.30it/s]\nEpoch 0: |          | 8196/? [59:24<00:00,  2.30it/s]\nEpoch 0: |          | 8196/? [59:24<00:00,  2.30it/s]\nEpoch 0: |          | 8197/? [59:24<00:00,  2.30it/s]\nEpoch 0: |          | 8197/? [59:24<00:00,  2.30it/s]\nEpoch 0: |          | 8198/? [59:24<00:00,  2.30it/s]\nEpoch 0: |          | 8198/? [59:24<00:00,  2.30it/s]\nEpoch 0: |          | 8199/? [59:25<00:00,  2.30it/s]\nEpoch 0: |          | 8199/? [59:25<00:00,  2.30it/s]\nEpoch 0: |          | 8200/? [59:25<00:00,  2.30it/s]\nEpoch 0: |          | 8200/? [59:25<00:00,  2.30it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.12it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.56it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.33it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.32it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 8200/? [59:25<00:00,  2.30it/s]\nEpoch 0: |          | 8201/? [59:26<00:00,  2.30it/s]\nEpoch 0: |          | 8201/? [59:26<00:00,  2.30it/s]\nEpoch 0: |          | 8202/? [59:26<00:00,  2.30it/s]\nEpoch 0: |          | 8202/? [59:26<00:00,  2.30it/s]\nEpoch 0: |          | 8203/? [59:26<00:00,  2.30it/s]\nEpoch 0: |          | 8203/? [59:26<00:00,  2.30it/s]\nEpoch 0: |          | 8204/? [59:27<00:00,  2.30it/s]\nEpoch 0: |          | 8204/? [59:27<00:00,  2.30it/s]\nEpoch 0: |          | 8205/? [59:27<00:00,  2.30it/s]\nEpoch 0: |          | 8205/? [59:27<00:00,  2.30it/s]\nEpoch 0: |          | 8206/? [59:27<00:00,  2.30it/s]\nEpoch 0: |          | 8206/? [59:27<00:00,  2.30it/s]\nEpoch 0: |          | 8207/? [59:28<00:00,  2.30it/s]\nEpoch 0: |          | 8207/? [59:28<00:00,  2.30it/s]\nEpoch 0: |          | 8208/? [59:28<00:00,  2.30it/s]\nEpoch 0: |          | 8208/? [59:28<00:00,  2.30it/s]\nEpoch 0: |          | 8209/? [59:28<00:00,  2.30it/s]\nEpoch 0: |          | 8209/? [59:28<00:00,  2.30it/s]\nEpoch 0: |          | 8210/? [59:29<00:00,  2.30it/s]\nEpoch 0: |          | 8210/? [59:29<00:00,  2.30it/s]\nEpoch 0: |          | 8211/? [59:29<00:00,  2.30it/s]\nEpoch 0: |          | 8211/? [59:29<00:00,  2.30it/s]\nEpoch 0: |          | 8212/? [59:29<00:00,  2.30it/s]\nEpoch 0: |          | 8212/? [59:29<00:00,  2.30it/s]\nEpoch 0: |          | 8213/? [59:30<00:00,  2.30it/s]\nEpoch 0: |          | 8213/? [59:30<00:00,  2.30it/s]\nEpoch 0: |          | 8214/? [59:30<00:00,  2.30it/s]\nEpoch 0: |          | 8214/? [59:30<00:00,  2.30it/s]\nEpoch 0: |          | 8215/? [59:30<00:00,  2.30it/s]\nEpoch 0: |          | 8215/? [59:30<00:00,  2.30it/s]\nEpoch 0: |          | 8216/? [59:31<00:00,  2.30it/s]\nEpoch 0: |          | 8216/? [59:31<00:00,  2.30it/s]\nEpoch 0: |          | 8217/? [59:31<00:00,  2.30it/s]\nEpoch 0: |          | 8217/? [59:31<00:00,  2.30it/s]\nEpoch 0: |          | 8218/? [59:31<00:00,  2.30it/s]\nEpoch 0: |          | 8218/? [59:31<00:00,  2.30it/s]\nEpoch 0: |          | 8219/? [59:32<00:00,  2.30it/s]\nEpoch 0: |          | 8219/? [59:32<00:00,  2.30it/s]\nEpoch 0: |          | 8220/? [59:32<00:00,  2.30it/s]\nEpoch 0: |          | 8220/? [59:32<00:00,  2.30it/s]\nEpoch 0: |          | 8221/? [59:32<00:00,  2.30it/s]\nEpoch 0: |          | 8221/? [59:32<00:00,  2.30it/s]\nEpoch 0: |          | 8222/? [59:33<00:00,  2.30it/s]\nEpoch 0: |          | 8222/? [59:33<00:00,  2.30it/s]\nEpoch 0: |          | 8223/? [59:33<00:00,  2.30it/s]\nEpoch 0: |          | 8223/? [59:33<00:00,  2.30it/s]\nEpoch 0: |          | 8224/? [59:33<00:00,  2.30it/s]\nEpoch 0: |          | 8224/? [59:33<00:00,  2.30it/s]\nEpoch 0: |          | 8225/? [59:34<00:00,  2.30it/s]\nEpoch 0: |          | 8225/? [59:34<00:00,  2.30it/s]\nEpoch 0: |          | 8226/? [59:34<00:00,  2.30it/s]\nEpoch 0: |          | 8226/? [59:34<00:00,  2.30it/s]\nEpoch 0: |          | 8227/? [59:34<00:00,  2.30it/s]\nEpoch 0: |          | 8227/? [59:34<00:00,  2.30it/s]\nEpoch 0: |          | 8228/? [59:35<00:00,  2.30it/s]\nEpoch 0: |          | 8228/? [59:35<00:00,  2.30it/s]\nEpoch 0: |          | 8229/? [59:35<00:00,  2.30it/s]\nEpoch 0: |          | 8229/? [59:35<00:00,  2.30it/s]\nEpoch 0: |          | 8230/? [59:35<00:00,  2.30it/s]\nEpoch 0: |          | 8230/? [59:35<00:00,  2.30it/s]\nEpoch 0: |          | 8231/? [59:36<00:00,  2.30it/s]\nEpoch 0: |          | 8231/? [59:36<00:00,  2.30it/s]\nEpoch 0: |          | 8232/? [59:36<00:00,  2.30it/s]\nEpoch 0: |          | 8232/? [59:36<00:00,  2.30it/s]\nEpoch 0: |          | 8233/? [59:36<00:00,  2.30it/s]\nEpoch 0: |          | 8233/? [59:36<00:00,  2.30it/s]\nEpoch 0: |          | 8234/? [59:37<00:00,  2.30it/s]\nEpoch 0: |          | 8234/? [59:37<00:00,  2.30it/s]\nEpoch 0: |          | 8235/? [59:37<00:00,  2.30it/s]\nEpoch 0: |          | 8235/? [59:37<00:00,  2.30it/s]\nEpoch 0: |          | 8236/? [59:37<00:00,  2.30it/s]\nEpoch 0: |          | 8236/? [59:37<00:00,  2.30it/s]\nEpoch 0: |          | 8237/? [59:38<00:00,  2.30it/s]\nEpoch 0: |          | 8237/? [59:38<00:00,  2.30it/s]\nEpoch 0: |          | 8238/? [59:38<00:00,  2.30it/s]\nEpoch 0: |          | 8238/? [59:38<00:00,  2.30it/s]\nEpoch 0: |          | 8239/? [59:38<00:00,  2.30it/s]\nEpoch 0: |          | 8239/? [59:38<00:00,  2.30it/s]\nEpoch 0: |          | 8240/? [59:39<00:00,  2.30it/s]\nEpoch 0: |          | 8240/? [59:39<00:00,  2.30it/s]\nEpoch 0: |          | 8241/? [59:39<00:00,  2.30it/s]\nEpoch 0: |          | 8241/? [59:39<00:00,  2.30it/s]\nEpoch 0: |          | 8242/? [59:39<00:00,  2.30it/s]\nEpoch 0: |          | 8242/? [59:39<00:00,  2.30it/s]\nEpoch 0: |          | 8243/? [59:40<00:00,  2.30it/s]\nEpoch 0: |          | 8243/? [59:40<00:00,  2.30it/s]\nEpoch 0: |          | 8244/? [59:40<00:00,  2.30it/s]\nEpoch 0: |          | 8244/? [59:40<00:00,  2.30it/s]\nEpoch 0: |          | 8245/? [59:40<00:00,  2.30it/s]\nEpoch 0: |          | 8245/? [59:40<00:00,  2.30it/s]\nEpoch 0: |          | 8246/? [59:41<00:00,  2.30it/s]\nEpoch 0: |          | 8246/? [59:41<00:00,  2.30it/s]\nEpoch 0: |          | 8247/? [59:41<00:00,  2.30it/s]\nEpoch 0: |          | 8247/? [59:41<00:00,  2.30it/s]\nEpoch 0: |          | 8248/? [59:41<00:00,  2.30it/s]\nEpoch 0: |          | 8248/? [59:41<00:00,  2.30it/s]\nEpoch 0: |          | 8249/? [59:42<00:00,  2.30it/s]\nEpoch 0: |          | 8249/? [59:42<00:00,  2.30it/s]\nEpoch 0: |          | 8250/? [59:42<00:00,  2.30it/s]\nEpoch 0: |          | 8250/? [59:42<00:00,  2.30it/s]\nEpoch 0: |          | 8251/? [59:42<00:00,  2.30it/s]\nEpoch 0: |          | 8251/? [59:42<00:00,  2.30it/s]\nEpoch 0: |          | 8252/? [59:43<00:00,  2.30it/s]\nEpoch 0: |          | 8252/? [59:43<00:00,  2.30it/s]\nEpoch 0: |          | 8253/? [59:43<00:00,  2.30it/s]\nEpoch 0: |          | 8253/? [59:43<00:00,  2.30it/s]\nEpoch 0: |          | 8254/? [59:43<00:00,  2.30it/s]\nEpoch 0: |          | 8254/? [59:43<00:00,  2.30it/s]\nEpoch 0: |          | 8255/? [59:44<00:00,  2.30it/s]\nEpoch 0: |          | 8255/? [59:44<00:00,  2.30it/s]\nEpoch 0: |          | 8256/? [59:44<00:00,  2.30it/s]\nEpoch 0: |          | 8256/? [59:44<00:00,  2.30it/s]\nEpoch 0: |          | 8257/? [59:44<00:00,  2.30it/s]\nEpoch 0: |          | 8257/? [59:44<00:00,  2.30it/s]\nEpoch 0: |          | 8258/? [59:45<00:00,  2.30it/s]\nEpoch 0: |          | 8258/? [59:45<00:00,  2.30it/s]\nEpoch 0: |          | 8259/? [59:45<00:00,  2.30it/s]\nEpoch 0: |          | 8259/? [59:45<00:00,  2.30it/s]\nEpoch 0: |          | 8260/? [59:45<00:00,  2.30it/s]\nEpoch 0: |          | 8260/? [59:45<00:00,  2.30it/s]\nEpoch 0: |          | 8261/? [59:46<00:00,  2.30it/s]\nEpoch 0: |          | 8261/? [59:46<00:00,  2.30it/s]\nEpoch 0: |          | 8262/? [59:46<00:00,  2.30it/s]\nEpoch 0: |          | 8262/? [59:46<00:00,  2.30it/s]\nEpoch 0: |          | 8263/? [59:46<00:00,  2.30it/s]\nEpoch 0: |          | 8263/? [59:46<00:00,  2.30it/s]\nEpoch 0: |          | 8264/? [59:47<00:00,  2.30it/s]\nEpoch 0: |          | 8264/? [59:47<00:00,  2.30it/s]\nEpoch 0: |          | 8265/? [59:47<00:00,  2.30it/s]\nEpoch 0: |          | 8265/? [59:47<00:00,  2.30it/s]\nEpoch 0: |          | 8266/? [59:47<00:00,  2.30it/s]\nEpoch 0: |          | 8266/? [59:47<00:00,  2.30it/s]\nEpoch 0: |          | 8267/? [59:48<00:00,  2.30it/s]\nEpoch 0: |          | 8267/? [59:48<00:00,  2.30it/s]\nEpoch 0: |          | 8268/? [59:48<00:00,  2.30it/s]\nEpoch 0: |          | 8268/? [59:48<00:00,  2.30it/s]\nEpoch 0: |          | 8269/? [59:48<00:00,  2.30it/s]\nEpoch 0: |          | 8269/? [59:48<00:00,  2.30it/s]\nEpoch 0: |          | 8270/? [59:49<00:00,  2.30it/s]\nEpoch 0: |          | 8270/? [59:49<00:00,  2.30it/s]\nEpoch 0: |          | 8271/? [59:49<00:00,  2.30it/s]\nEpoch 0: |          | 8271/? [59:49<00:00,  2.30it/s]\nEpoch 0: |          | 8272/? [59:49<00:00,  2.30it/s]\nEpoch 0: |          | 8272/? [59:49<00:00,  2.30it/s]\nEpoch 0: |          | 8273/? [59:50<00:00,  2.30it/s]\nEpoch 0: |          | 8273/? [59:50<00:00,  2.30it/s]\nEpoch 0: |          | 8274/? [59:50<00:00,  2.30it/s]\nEpoch 0: |          | 8274/? [59:50<00:00,  2.30it/s]\nEpoch 0: |          | 8275/? [59:50<00:00,  2.30it/s]\nEpoch 0: |          | 8275/? [59:50<00:00,  2.30it/s]\nEpoch 0: |          | 8276/? [59:51<00:00,  2.30it/s]\nEpoch 0: |          | 8276/? [59:51<00:00,  2.30it/s]\nEpoch 0: |          | 8277/? [59:51<00:00,  2.30it/s]\nEpoch 0: |          | 8277/? [59:51<00:00,  2.30it/s]\nEpoch 0: |          | 8278/? [59:51<00:00,  2.30it/s]\nEpoch 0: |          | 8278/? [59:51<00:00,  2.30it/s]\nEpoch 0: |          | 8279/? [59:52<00:00,  2.30it/s]\nEpoch 0: |          | 8279/? [59:52<00:00,  2.30it/s]\nEpoch 0: |          | 8280/? [59:52<00:00,  2.30it/s]\nEpoch 0: |          | 8280/? [59:52<00:00,  2.30it/s]\nEpoch 0: |          | 8281/? [59:52<00:00,  2.30it/s]\nEpoch 0: |          | 8281/? [59:52<00:00,  2.30it/s]\nEpoch 0: |          | 8282/? [59:53<00:00,  2.31it/s]\nEpoch 0: |          | 8282/? [59:53<00:00,  2.31it/s]\nEpoch 0: |          | 8283/? [59:53<00:00,  2.31it/s]\nEpoch 0: |          | 8283/? [59:53<00:00,  2.31it/s]\nEpoch 0: |          | 8284/? [59:53<00:00,  2.31it/s]\nEpoch 0: |          | 8284/? [59:53<00:00,  2.31it/s]\nEpoch 0: |          | 8285/? [59:53<00:00,  2.31it/s]\nEpoch 0: |          | 8285/? [59:53<00:00,  2.31it/s]\nEpoch 0: |          | 8286/? [59:54<00:00,  2.31it/s]\nEpoch 0: |          | 8286/? [59:54<00:00,  2.31it/s]\nEpoch 0: |          | 8287/? [59:54<00:00,  2.31it/s]\nEpoch 0: |          | 8287/? [59:54<00:00,  2.31it/s]\nEpoch 0: |          | 8288/? [59:54<00:00,  2.31it/s]\nEpoch 0: |          | 8288/? [59:54<00:00,  2.31it/s]\nEpoch 0: |          | 8289/? [59:55<00:00,  2.31it/s]\nEpoch 0: |          | 8289/? [59:55<00:00,  2.31it/s]\nEpoch 0: |          | 8290/? [59:55<00:00,  2.31it/s]\nEpoch 0: |          | 8290/? [59:55<00:00,  2.31it/s]\nEpoch 0: |          | 8291/? [59:56<00:00,  2.31it/s]\nEpoch 0: |          | 8291/? [59:56<00:00,  2.31it/s]\nEpoch 0: |          | 8292/? [59:56<00:00,  2.31it/s]\nEpoch 0: |          | 8292/? [59:56<00:00,  2.31it/s]\nEpoch 0: |          | 8293/? [59:56<00:00,  2.31it/s]\nEpoch 0: |          | 8293/? [59:56<00:00,  2.31it/s]\nEpoch 0: |          | 8294/? [59:56<00:00,  2.31it/s]\nEpoch 0: |          | 8294/? [59:57<00:00,  2.31it/s]\nEpoch 0: |          | 8295/? [59:57<00:00,  2.31it/s]\nEpoch 0: |          | 8295/? [59:57<00:00,  2.31it/s]\nEpoch 0: |          | 8296/? [59:57<00:00,  2.31it/s]\nEpoch 0: |          | 8296/? [59:57<00:00,  2.31it/s]\nEpoch 0: |          | 8297/? [59:57<00:00,  2.31it/s]\nEpoch 0: |          | 8297/? [59:57<00:00,  2.31it/s]\nEpoch 0: |          | 8298/? [59:58<00:00,  2.31it/s]\nEpoch 0: |          | 8298/? [59:58<00:00,  2.31it/s]\nEpoch 0: |          | 8299/? [59:58<00:00,  2.31it/s]\nEpoch 0: |          | 8299/? [59:58<00:00,  2.31it/s]\nEpoch 0: |          | 8300/? [59:59<00:00,  2.31it/s]\nEpoch 0: |          | 8300/? [59:59<00:00,  2.31it/s]\nEpoch 0: |          | 8301/? [59:59<00:00,  2.31it/s]\nEpoch 0: |          | 8301/? [59:59<00:00,  2.31it/s]\nEpoch 0: |          | 8302/? [59:59<00:00,  2.31it/s]\nEpoch 0: |          | 8302/? [59:59<00:00,  2.31it/s]\nEpoch 0: |          | 8303/? [59:59<00:00,  2.31it/s]\nEpoch 0: |          | 8303/? [59:59<00:00,  2.31it/s]\nEpoch 0: |          | 8304/? [1:00:00<00:00,  2.31it/s]\nEpoch 0: |          | 8304/? [1:00:00<00:00,  2.31it/s]\nEpoch 0: |          | 8305/? [1:00:00<00:00,  2.31it/s]\nEpoch 0: |          | 8305/? [1:00:00<00:00,  2.31it/s]\nEpoch 0: |          | 8306/? [1:00:00<00:00,  2.31it/s]\nEpoch 0: |          | 8306/? [1:00:00<00:00,  2.31it/s]\nEpoch 0: |          | 8307/? [1:00:01<00:00,  2.31it/s]\nEpoch 0: |          | 8307/? [1:00:01<00:00,  2.31it/s]\nEpoch 0: |          | 8308/? [1:00:01<00:00,  2.31it/s]\nEpoch 0: |          | 8308/? [1:00:01<00:00,  2.31it/s]\nEpoch 0: |          | 8309/? [1:00:01<00:00,  2.31it/s]\nEpoch 0: |          | 8309/? [1:00:01<00:00,  2.31it/s]\nEpoch 0: |          | 8310/? [1:00:02<00:00,  2.31it/s]\nEpoch 0: |          | 8310/? [1:00:02<00:00,  2.31it/s]\nEpoch 0: |          | 8311/? [1:00:02<00:00,  2.31it/s]\nEpoch 0: |          | 8311/? [1:00:02<00:00,  2.31it/s]\nEpoch 0: |          | 8312/? [1:00:02<00:00,  2.31it/s]\nEpoch 0: |          | 8312/? [1:00:02<00:00,  2.31it/s]\nEpoch 0: |          | 8313/? [1:00:03<00:00,  2.31it/s]\nEpoch 0: |          | 8313/? [1:00:03<00:00,  2.31it/s]\nEpoch 0: |          | 8314/? [1:00:03<00:00,  2.31it/s]\nEpoch 0: |          | 8314/? [1:00:03<00:00,  2.31it/s]\nEpoch 0: |          | 8315/? [1:00:03<00:00,  2.31it/s]\nEpoch 0: |          | 8315/? [1:00:03<00:00,  2.31it/s]\nEpoch 0: |          | 8316/? [1:00:04<00:00,  2.31it/s]\nEpoch 0: |          | 8316/? [1:00:04<00:00,  2.31it/s]\nEpoch 0: |          | 8317/? [1:00:04<00:00,  2.31it/s]\nEpoch 0: |          | 8317/? [1:00:04<00:00,  2.31it/s]\nEpoch 0: |          | 8318/? [1:00:04<00:00,  2.31it/s]\nEpoch 0: |          | 8318/? [1:00:04<00:00,  2.31it/s]\nEpoch 0: |          | 8319/? [1:00:05<00:00,  2.31it/s]\nEpoch 0: |          | 8319/? [1:00:05<00:00,  2.31it/s]\nEpoch 0: |          | 8320/? [1:00:05<00:00,  2.31it/s]\nEpoch 0: |          | 8320/? [1:00:05<00:00,  2.31it/s]\nEpoch 0: |          | 8321/? [1:00:05<00:00,  2.31it/s]\nEpoch 0: |          | 8321/? [1:00:05<00:00,  2.31it/s]\nEpoch 0: |          | 8322/? [1:00:06<00:00,  2.31it/s]\nEpoch 0: |          | 8322/? [1:00:06<00:00,  2.31it/s]\nEpoch 0: |          | 8323/? [1:00:06<00:00,  2.31it/s]\nEpoch 0: |          | 8323/? [1:00:06<00:00,  2.31it/s]\nEpoch 0: |          | 8324/? [1:00:06<00:00,  2.31it/s]\nEpoch 0: |          | 8324/? [1:00:06<00:00,  2.31it/s]\nEpoch 0: |          | 8325/? [1:00:07<00:00,  2.31it/s]\nEpoch 0: |          | 8325/? [1:00:07<00:00,  2.31it/s]\nEpoch 0: |          | 8326/? [1:00:07<00:00,  2.31it/s]\nEpoch 0: |          | 8326/? [1:00:07<00:00,  2.31it/s]\nEpoch 0: |          | 8327/? [1:00:08<00:00,  2.31it/s]\nEpoch 0: |          | 8327/? [1:00:08<00:00,  2.31it/s]\nEpoch 0: |          | 8328/? [1:00:08<00:00,  2.31it/s]\nEpoch 0: |          | 8328/? [1:00:08<00:00,  2.31it/s]\nEpoch 0: |          | 8329/? [1:00:08<00:00,  2.31it/s]\nEpoch 0: |          | 8329/? [1:00:08<00:00,  2.31it/s]\nEpoch 0: |          | 8330/? [1:00:09<00:00,  2.31it/s]\nEpoch 0: |          | 8330/? [1:00:09<00:00,  2.31it/s]\nEpoch 0: |          | 8331/? [1:00:09<00:00,  2.31it/s]\nEpoch 0: |          | 8331/? [1:00:09<00:00,  2.31it/s]\nEpoch 0: |          | 8332/? [1:00:09<00:00,  2.31it/s]\nEpoch 0: |          | 8332/? [1:00:09<00:00,  2.31it/s]\nEpoch 0: |          | 8333/? [1:00:10<00:00,  2.31it/s]\nEpoch 0: |          | 8333/? [1:00:10<00:00,  2.31it/s]\nEpoch 0: |          | 8334/? [1:00:10<00:00,  2.31it/s]\nEpoch 0: |          | 8334/? [1:00:10<00:00,  2.31it/s]\nEpoch 0: |          | 8335/? [1:00:10<00:00,  2.31it/s]\nEpoch 0: |          | 8335/? [1:00:10<00:00,  2.31it/s]\nEpoch 0: |          | 8336/? [1:00:11<00:00,  2.31it/s]\nEpoch 0: |          | 8336/? [1:00:11<00:00,  2.31it/s]\nEpoch 0: |          | 8337/? [1:00:11<00:00,  2.31it/s]\nEpoch 0: |          | 8337/? [1:00:11<00:00,  2.31it/s]\nEpoch 0: |          | 8338/? [1:00:11<00:00,  2.31it/s]\nEpoch 0: |          | 8338/? [1:00:11<00:00,  2.31it/s]\nEpoch 0: |          | 8339/? [1:00:12<00:00,  2.31it/s]\nEpoch 0: |          | 8339/? [1:00:12<00:00,  2.31it/s]\nEpoch 0: |          | 8340/? [1:00:12<00:00,  2.31it/s]\nEpoch 0: |          | 8340/? [1:00:12<00:00,  2.31it/s]\nEpoch 0: |          | 8341/? [1:00:12<00:00,  2.31it/s]\nEpoch 0: |          | 8341/? [1:00:12<00:00,  2.31it/s]\nEpoch 0: |          | 8342/? [1:00:13<00:00,  2.31it/s]\nEpoch 0: |          | 8342/? [1:00:13<00:00,  2.31it/s]\nEpoch 0: |          | 8343/? [1:00:13<00:00,  2.31it/s]\nEpoch 0: |          | 8343/? [1:00:13<00:00,  2.31it/s]\nEpoch 0: |          | 8344/? [1:00:13<00:00,  2.31it/s]\nEpoch 0: |          | 8344/? [1:00:13<00:00,  2.31it/s]\nEpoch 0: |          | 8345/? [1:00:14<00:00,  2.31it/s]\nEpoch 0: |          | 8345/? [1:00:14<00:00,  2.31it/s]\nEpoch 0: |          | 8346/? [1:00:14<00:00,  2.31it/s]\nEpoch 0: |          | 8346/? [1:00:14<00:00,  2.31it/s]\nEpoch 0: |          | 8347/? [1:00:14<00:00,  2.31it/s]\nEpoch 0: |          | 8347/? [1:00:14<00:00,  2.31it/s]\nEpoch 0: |          | 8348/? [1:00:14<00:00,  2.31it/s]\nEpoch 0: |          | 8348/? [1:00:14<00:00,  2.31it/s]\nEpoch 0: |          | 8349/? [1:00:15<00:00,  2.31it/s]\nEpoch 0: |          | 8349/? [1:00:15<00:00,  2.31it/s]\nEpoch 0: |          | 8350/? [1:00:15<00:00,  2.31it/s]\nEpoch 0: |          | 8350/? [1:00:15<00:00,  2.31it/s]\nEpoch 0: |          | 8351/? [1:00:15<00:00,  2.31it/s]\nEpoch 0: |          | 8351/? [1:00:15<00:00,  2.31it/s]\nEpoch 0: |          | 8352/? [1:00:16<00:00,  2.31it/s]\nEpoch 0: |          | 8352/? [1:00:16<00:00,  2.31it/s]\nEpoch 0: |          | 8353/? [1:00:16<00:00,  2.31it/s]\nEpoch 0: |          | 8353/? [1:00:16<00:00,  2.31it/s]\nEpoch 0: |          | 8354/? [1:00:17<00:00,  2.31it/s]\nEpoch 0: |          | 8354/? [1:00:17<00:00,  2.31it/s]\nEpoch 0: |          | 8355/? [1:00:17<00:00,  2.31it/s]\nEpoch 0: |          | 8355/? [1:00:17<00:00,  2.31it/s]\nEpoch 0: |          | 8356/? [1:00:17<00:00,  2.31it/s]\nEpoch 0: |          | 8356/? [1:00:17<00:00,  2.31it/s]\nEpoch 0: |          | 8357/? [1:00:18<00:00,  2.31it/s]\nEpoch 0: |          | 8357/? [1:00:18<00:00,  2.31it/s]\nEpoch 0: |          | 8358/? [1:00:18<00:00,  2.31it/s]\nEpoch 0: |          | 8358/? [1:00:18<00:00,  2.31it/s]\nEpoch 0: |          | 8359/? [1:00:18<00:00,  2.31it/s]\nEpoch 0: |          | 8359/? [1:00:18<00:00,  2.31it/s]\nEpoch 0: |          | 8360/? [1:00:19<00:00,  2.31it/s]\nEpoch 0: |          | 8360/? [1:00:19<00:00,  2.31it/s]\nEpoch 0: |          | 8361/? [1:00:19<00:00,  2.31it/s]\nEpoch 0: |          | 8361/? [1:00:19<00:00,  2.31it/s]\nEpoch 0: |          | 8362/? [1:00:19<00:00,  2.31it/s]\nEpoch 0: |          | 8362/? [1:00:19<00:00,  2.31it/s]\nEpoch 0: |          | 8363/? [1:00:20<00:00,  2.31it/s]\nEpoch 0: |          | 8363/? [1:00:20<00:00,  2.31it/s]\nEpoch 0: |          | 8364/? [1:00:20<00:00,  2.31it/s]\nEpoch 0: |          | 8364/? [1:00:20<00:00,  2.31it/s]\nEpoch 0: |          | 8365/? [1:00:20<00:00,  2.31it/s]\nEpoch 0: |          | 8365/? [1:00:20<00:00,  2.31it/s]\nEpoch 0: |          | 8366/? [1:00:20<00:00,  2.31it/s]\nEpoch 0: |          | 8366/? [1:00:20<00:00,  2.31it/s]\nEpoch 0: |          | 8367/? [1:00:21<00:00,  2.31it/s]\nEpoch 0: |          | 8367/? [1:00:21<00:00,  2.31it/s]\nEpoch 0: |          | 8368/? [1:00:21<00:00,  2.31it/s]\nEpoch 0: |          | 8368/? [1:00:21<00:00,  2.31it/s]\nEpoch 0: |          | 8369/? [1:00:22<00:00,  2.31it/s]\nEpoch 0: |          | 8369/? [1:00:22<00:00,  2.31it/s]\nEpoch 0: |          | 8370/? [1:00:22<00:00,  2.31it/s]\nEpoch 0: |          | 8370/? [1:00:22<00:00,  2.31it/s]\nEpoch 0: |          | 8371/? [1:00:22<00:00,  2.31it/s]\nEpoch 0: |          | 8371/? [1:00:22<00:00,  2.31it/s]\nEpoch 0: |          | 8372/? [1:00:23<00:00,  2.31it/s]\nEpoch 0: |          | 8372/? [1:00:23<00:00,  2.31it/s]\nEpoch 0: |          | 8373/? [1:00:23<00:00,  2.31it/s]\nEpoch 0: |          | 8373/? [1:00:23<00:00,  2.31it/s]\nEpoch 0: |          | 8374/? [1:00:23<00:00,  2.31it/s]\nEpoch 0: |          | 8374/? [1:00:23<00:00,  2.31it/s]\nEpoch 0: |          | 8375/? [1:00:24<00:00,  2.31it/s]\nEpoch 0: |          | 8375/? [1:00:24<00:00,  2.31it/s]\nEpoch 0: |          | 8376/? [1:00:24<00:00,  2.31it/s]\nEpoch 0: |          | 8376/? [1:00:24<00:00,  2.31it/s]\nEpoch 0: |          | 8377/? [1:00:24<00:00,  2.31it/s]\nEpoch 0: |          | 8377/? [1:00:24<00:00,  2.31it/s]\nEpoch 0: |          | 8378/? [1:00:25<00:00,  2.31it/s]\nEpoch 0: |          | 8378/? [1:00:25<00:00,  2.31it/s]\nEpoch 0: |          | 8379/? [1:00:25<00:00,  2.31it/s]\nEpoch 0: |          | 8379/? [1:00:25<00:00,  2.31it/s]\nEpoch 0: |          | 8380/? [1:00:25<00:00,  2.31it/s]\nEpoch 0: |          | 8380/? [1:00:25<00:00,  2.31it/s]\nEpoch 0: |          | 8381/? [1:00:26<00:00,  2.31it/s]\nEpoch 0: |          | 8381/? [1:00:26<00:00,  2.31it/s]\nEpoch 0: |          | 8382/? [1:00:26<00:00,  2.31it/s]\nEpoch 0: |          | 8382/? [1:00:26<00:00,  2.31it/s]\nEpoch 0: |          | 8383/? [1:00:26<00:00,  2.31it/s]\nEpoch 0: |          | 8383/? [1:00:26<00:00,  2.31it/s]\nEpoch 0: |          | 8384/? [1:00:27<00:00,  2.31it/s]\nEpoch 0: |          | 8384/? [1:00:27<00:00,  2.31it/s]\nEpoch 0: |          | 8385/? [1:00:27<00:00,  2.31it/s]\nEpoch 0: |          | 8385/? [1:00:27<00:00,  2.31it/s]\nEpoch 0: |          | 8386/? [1:00:27<00:00,  2.31it/s]\nEpoch 0: |          | 8386/? [1:00:27<00:00,  2.31it/s]\nEpoch 0: |          | 8387/? [1:00:28<00:00,  2.31it/s]\nEpoch 0: |          | 8387/? [1:00:28<00:00,  2.31it/s]\nEpoch 0: |          | 8388/? [1:00:28<00:00,  2.31it/s]\nEpoch 0: |          | 8388/? [1:00:28<00:00,  2.31it/s]\nEpoch 0: |          | 8389/? [1:00:28<00:00,  2.31it/s]\nEpoch 0: |          | 8389/? [1:00:28<00:00,  2.31it/s]\nEpoch 0: |          | 8390/? [1:00:29<00:00,  2.31it/s]\nEpoch 0: |          | 8390/? [1:00:29<00:00,  2.31it/s]\nEpoch 0: |          | 8391/? [1:00:29<00:00,  2.31it/s]\nEpoch 0: |          | 8391/? [1:00:29<00:00,  2.31it/s]\nEpoch 0: |          | 8392/? [1:00:29<00:00,  2.31it/s]\nEpoch 0: |          | 8392/? [1:00:29<00:00,  2.31it/s]\nEpoch 0: |          | 8393/? [1:00:30<00:00,  2.31it/s]\nEpoch 0: |          | 8393/? [1:00:30<00:00,  2.31it/s]\nEpoch 0: |          | 8394/? [1:00:30<00:00,  2.31it/s]\nEpoch 0: |          | 8394/? [1:00:30<00:00,  2.31it/s]\nEpoch 0: |          | 8395/? [1:00:30<00:00,  2.31it/s]\nEpoch 0: |          | 8395/? [1:00:30<00:00,  2.31it/s]\nEpoch 0: |          | 8396/? [1:00:31<00:00,  2.31it/s]\nEpoch 0: |          | 8396/? [1:00:31<00:00,  2.31it/s]\nEpoch 0: |          | 8397/? [1:00:31<00:00,  2.31it/s]\nEpoch 0: |          | 8397/? [1:00:31<00:00,  2.31it/s]\nEpoch 0: |          | 8398/? [1:00:31<00:00,  2.31it/s]\nEpoch 0: |          | 8398/? [1:00:31<00:00,  2.31it/s]\nEpoch 0: |          | 8399/? [1:00:31<00:00,  2.31it/s]\nEpoch 0: |          | 8399/? [1:00:31<00:00,  2.31it/s]\nEpoch 0: |          | 8400/? [1:00:32<00:00,  2.31it/s]\nEpoch 0: |          | 8400/? [1:00:32<00:00,  2.31it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.14it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.53it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.45it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.24it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 8400/? [1:00:32<00:00,  2.31it/s]\nEpoch 0: |          | 8401/? [1:00:33<00:00,  2.31it/s]\nEpoch 0: |          | 8401/? [1:00:33<00:00,  2.31it/s]\nEpoch 0: |          | 8402/? [1:00:33<00:00,  2.31it/s]\nEpoch 0: |          | 8402/? [1:00:33<00:00,  2.31it/s]\nEpoch 0: |          | 8403/? [1:00:33<00:00,  2.31it/s]\nEpoch 0: |          | 8403/? [1:00:33<00:00,  2.31it/s]\nEpoch 0: |          | 8404/? [1:00:34<00:00,  2.31it/s]\nEpoch 0: |          | 8404/? [1:00:34<00:00,  2.31it/s]\nEpoch 0: |          | 8405/? [1:00:34<00:00,  2.31it/s]\nEpoch 0: |          | 8405/? [1:00:34<00:00,  2.31it/s]\nEpoch 0: |          | 8406/? [1:00:34<00:00,  2.31it/s]\nEpoch 0: |          | 8406/? [1:00:34<00:00,  2.31it/s]\nEpoch 0: |          | 8407/? [1:00:35<00:00,  2.31it/s]\nEpoch 0: |          | 8407/? [1:00:35<00:00,  2.31it/s]\nEpoch 0: |          | 8408/? [1:00:35<00:00,  2.31it/s]\nEpoch 0: |          | 8408/? [1:00:35<00:00,  2.31it/s]\nEpoch 0: |          | 8409/? [1:00:35<00:00,  2.31it/s]\nEpoch 0: |          | 8409/? [1:00:35<00:00,  2.31it/s]\nEpoch 0: |          | 8410/? [1:00:36<00:00,  2.31it/s]\nEpoch 0: |          | 8410/? [1:00:36<00:00,  2.31it/s]\nEpoch 0: |          | 8411/? [1:00:36<00:00,  2.31it/s]\nEpoch 0: |          | 8411/? [1:00:36<00:00,  2.31it/s]\nEpoch 0: |          | 8412/? [1:00:36<00:00,  2.31it/s]\nEpoch 0: |          | 8412/? [1:00:36<00:00,  2.31it/s]\nEpoch 0: |          | 8413/? [1:00:37<00:00,  2.31it/s]\nEpoch 0: |          | 8413/? [1:00:37<00:00,  2.31it/s]\nEpoch 0: |          | 8414/? [1:00:37<00:00,  2.31it/s]\nEpoch 0: |          | 8414/? [1:00:37<00:00,  2.31it/s]\nEpoch 0: |          | 8415/? [1:00:37<00:00,  2.31it/s]\nEpoch 0: |          | 8415/? [1:00:37<00:00,  2.31it/s]\nEpoch 0: |          | 8416/? [1:00:38<00:00,  2.31it/s]\nEpoch 0: |          | 8416/? [1:00:38<00:00,  2.31it/s]\nEpoch 0: |          | 8417/? [1:00:38<00:00,  2.31it/s]\nEpoch 0: |          | 8417/? [1:00:38<00:00,  2.31it/s]\nEpoch 0: |          | 8418/? [1:00:38<00:00,  2.31it/s]\nEpoch 0: |          | 8418/? [1:00:38<00:00,  2.31it/s]\nEpoch 0: |          | 8419/? [1:00:39<00:00,  2.31it/s]\nEpoch 0: |          | 8419/? [1:00:39<00:00,  2.31it/s]\nEpoch 0: |          | 8420/? [1:00:39<00:00,  2.31it/s]\nEpoch 0: |          | 8420/? [1:00:39<00:00,  2.31it/s]\nEpoch 0: |          | 8421/? [1:00:39<00:00,  2.31it/s]\nEpoch 0: |          | 8421/? [1:00:39<00:00,  2.31it/s]\nEpoch 0: |          | 8422/? [1:00:40<00:00,  2.31it/s]\nEpoch 0: |          | 8422/? [1:00:40<00:00,  2.31it/s]\nEpoch 0: |          | 8423/? [1:00:40<00:00,  2.31it/s]\nEpoch 0: |          | 8423/? [1:00:40<00:00,  2.31it/s]\nEpoch 0: |          | 8424/? [1:00:40<00:00,  2.31it/s]\nEpoch 0: |          | 8424/? [1:00:40<00:00,  2.31it/s]\nEpoch 0: |          | 8425/? [1:00:41<00:00,  2.31it/s]\nEpoch 0: |          | 8425/? [1:00:41<00:00,  2.31it/s]\nEpoch 0: |          | 8426/? [1:00:41<00:00,  2.31it/s]\nEpoch 0: |          | 8426/? [1:00:41<00:00,  2.31it/s]\nEpoch 0: |          | 8427/? [1:00:41<00:00,  2.31it/s]\nEpoch 0: |          | 8427/? [1:00:41<00:00,  2.31it/s]\nEpoch 0: |          | 8428/? [1:00:42<00:00,  2.31it/s]\nEpoch 0: |          | 8428/? [1:00:42<00:00,  2.31it/s]\nEpoch 0: |          | 8429/? [1:00:42<00:00,  2.31it/s]\nEpoch 0: |          | 8429/? [1:00:42<00:00,  2.31it/s]\nEpoch 0: |          | 8430/? [1:00:42<00:00,  2.31it/s]\nEpoch 0: |          | 8430/? [1:00:42<00:00,  2.31it/s]\nEpoch 0: |          | 8431/? [1:00:43<00:00,  2.31it/s]\nEpoch 0: |          | 8431/? [1:00:43<00:00,  2.31it/s]\nEpoch 0: |          | 8432/? [1:00:43<00:00,  2.31it/s]\nEpoch 0: |          | 8432/? [1:00:43<00:00,  2.31it/s]\nEpoch 0: |          | 8433/? [1:00:43<00:00,  2.31it/s]\nEpoch 0: |          | 8433/? [1:00:43<00:00,  2.31it/s]\nEpoch 0: |          | 8434/? [1:00:44<00:00,  2.31it/s]\nEpoch 0: |          | 8434/? [1:00:44<00:00,  2.31it/s]\nEpoch 0: |          | 8435/? [1:00:44<00:00,  2.31it/s]\nEpoch 0: |          | 8435/? [1:00:44<00:00,  2.31it/s]\nEpoch 0: |          | 8436/? [1:00:44<00:00,  2.31it/s]\nEpoch 0: |          | 8436/? [1:00:44<00:00,  2.31it/s]\nEpoch 0: |          | 8437/? [1:00:45<00:00,  2.31it/s]\nEpoch 0: |          | 8437/? [1:00:45<00:00,  2.31it/s]\nEpoch 0: |          | 8438/? [1:00:45<00:00,  2.31it/s]\nEpoch 0: |          | 8438/? [1:00:45<00:00,  2.31it/s]\nEpoch 0: |          | 8439/? [1:00:45<00:00,  2.31it/s]\nEpoch 0: |          | 8439/? [1:00:45<00:00,  2.31it/s]\nEpoch 0: |          | 8440/? [1:00:45<00:00,  2.31it/s]\nEpoch 0: |          | 8440/? [1:00:45<00:00,  2.31it/s]\nEpoch 0: |          | 8441/? [1:00:46<00:00,  2.31it/s]\nEpoch 0: |          | 8441/? [1:00:46<00:00,  2.31it/s]\nEpoch 0: |          | 8442/? [1:00:46<00:00,  2.31it/s]\nEpoch 0: |          | 8442/? [1:00:46<00:00,  2.31it/s]\nEpoch 0: |          | 8443/? [1:00:46<00:00,  2.32it/s]\nEpoch 0: |          | 8443/? [1:00:46<00:00,  2.32it/s]\nEpoch 0: |          | 8444/? [1:00:47<00:00,  2.32it/s]\nEpoch 0: |          | 8444/? [1:00:47<00:00,  2.32it/s]\nEpoch 0: |          | 8445/? [1:00:47<00:00,  2.32it/s]\nEpoch 0: |          | 8445/? [1:00:47<00:00,  2.32it/s]\nEpoch 0: |          | 8446/? [1:00:48<00:00,  2.32it/s]\nEpoch 0: |          | 8446/? [1:00:48<00:00,  2.32it/s]\nEpoch 0: |          | 8447/? [1:00:48<00:00,  2.32it/s]\nEpoch 0: |          | 8447/? [1:00:48<00:00,  2.32it/s]\nEpoch 0: |          | 8448/? [1:00:48<00:00,  2.32it/s]\nEpoch 0: |          | 8448/? [1:00:48<00:00,  2.32it/s]\nEpoch 0: |          | 8449/? [1:00:48<00:00,  2.32it/s]\nEpoch 0: |          | 8449/? [1:00:48<00:00,  2.32it/s]\nEpoch 0: |          | 8450/? [1:00:49<00:00,  2.32it/s]\nEpoch 0: |          | 8450/? [1:00:49<00:00,  2.32it/s]\nEpoch 0: |          | 8451/? [1:00:49<00:00,  2.32it/s]\nEpoch 0: |          | 8451/? [1:00:49<00:00,  2.32it/s]\nEpoch 0: |          | 8452/? [1:00:50<00:00,  2.32it/s]\nEpoch 0: |          | 8452/? [1:00:50<00:00,  2.32it/s]\nEpoch 0: |          | 8453/? [1:00:50<00:00,  2.32it/s]\nEpoch 0: |          | 8453/? [1:00:50<00:00,  2.32it/s]\nEpoch 0: |          | 8454/? [1:00:50<00:00,  2.32it/s]\nEpoch 0: |          | 8454/? [1:00:50<00:00,  2.32it/s]\nEpoch 0: |          | 8455/? [1:00:51<00:00,  2.32it/s]\nEpoch 0: |          | 8455/? [1:00:51<00:00,  2.32it/s]\nEpoch 0: |          | 8456/? [1:00:51<00:00,  2.32it/s]\nEpoch 0: |          | 8456/? [1:00:51<00:00,  2.32it/s]\nEpoch 0: |          | 8457/? [1:00:51<00:00,  2.32it/s]\nEpoch 0: |          | 8457/? [1:00:51<00:00,  2.32it/s]\nEpoch 0: |          | 8458/? [1:00:52<00:00,  2.32it/s]\nEpoch 0: |          | 8458/? [1:00:52<00:00,  2.32it/s]\nEpoch 0: |          | 8459/? [1:00:52<00:00,  2.32it/s]\nEpoch 0: |          | 8459/? [1:00:52<00:00,  2.32it/s]\nEpoch 0: |          | 8460/? [1:00:52<00:00,  2.32it/s]\nEpoch 0: |          | 8460/? [1:00:52<00:00,  2.32it/s]\nEpoch 0: |          | 8461/? [1:00:53<00:00,  2.32it/s]\nEpoch 0: |          | 8461/? [1:00:53<00:00,  2.32it/s]\nEpoch 0: |          | 8462/? [1:00:53<00:00,  2.32it/s]\nEpoch 0: |          | 8462/? [1:00:53<00:00,  2.32it/s]\nEpoch 0: |          | 8463/? [1:00:53<00:00,  2.32it/s]\nEpoch 0: |          | 8463/? [1:00:53<00:00,  2.32it/s]\nEpoch 0: |          | 8464/? [1:00:54<00:00,  2.32it/s]\nEpoch 0: |          | 8464/? [1:00:54<00:00,  2.32it/s]\nEpoch 0: |          | 8465/? [1:00:54<00:00,  2.32it/s]\nEpoch 0: |          | 8465/? [1:00:54<00:00,  2.32it/s]\nEpoch 0: |          | 8466/? [1:00:54<00:00,  2.32it/s]\nEpoch 0: |          | 8466/? [1:00:54<00:00,  2.32it/s]\nEpoch 0: |          | 8467/? [1:00:54<00:00,  2.32it/s]\nEpoch 0: |          | 8467/? [1:00:54<00:00,  2.32it/s]\nEpoch 0: |          | 8468/? [1:00:55<00:00,  2.32it/s]\nEpoch 0: |          | 8468/? [1:00:55<00:00,  2.32it/s]\nEpoch 0: |          | 8469/? [1:00:55<00:00,  2.32it/s]\nEpoch 0: |          | 8469/? [1:00:55<00:00,  2.32it/s]\nEpoch 0: |          | 8470/? [1:00:55<00:00,  2.32it/s]\nEpoch 0: |          | 8470/? [1:00:55<00:00,  2.32it/s]\nEpoch 0: |          | 8471/? [1:00:56<00:00,  2.32it/s]\nEpoch 0: |          | 8471/? [1:00:56<00:00,  2.32it/s]\nEpoch 0: |          | 8472/? [1:00:56<00:00,  2.32it/s]\nEpoch 0: |          | 8472/? [1:00:56<00:00,  2.32it/s]\nEpoch 0: |          | 8473/? [1:00:56<00:00,  2.32it/s]\nEpoch 0: |          | 8473/? [1:00:56<00:00,  2.32it/s]\nEpoch 0: |          | 8474/? [1:00:57<00:00,  2.32it/s]\nEpoch 0: |          | 8474/? [1:00:57<00:00,  2.32it/s]\nEpoch 0: |          | 8475/? [1:00:57<00:00,  2.32it/s]\nEpoch 0: |          | 8475/? [1:00:57<00:00,  2.32it/s]\nEpoch 0: |          | 8476/? [1:00:58<00:00,  2.32it/s]\nEpoch 0: |          | 8476/? [1:00:58<00:00,  2.32it/s]\nEpoch 0: |          | 8477/? [1:00:58<00:00,  2.32it/s]\nEpoch 0: |          | 8477/? [1:00:58<00:00,  2.32it/s]\nEpoch 0: |          | 8478/? [1:00:58<00:00,  2.32it/s]\nEpoch 0: |          | 8478/? [1:00:58<00:00,  2.32it/s]\nEpoch 0: |          | 8479/? [1:00:59<00:00,  2.32it/s]\nEpoch 0: |          | 8479/? [1:00:59<00:00,  2.32it/s]\nEpoch 0: |          | 8480/? [1:00:59<00:00,  2.32it/s]\nEpoch 0: |          | 8480/? [1:00:59<00:00,  2.32it/s]\nEpoch 0: |          | 8481/? [1:00:59<00:00,  2.32it/s]\nEpoch 0: |          | 8481/? [1:00:59<00:00,  2.32it/s]\nEpoch 0: |          | 8482/? [1:01:00<00:00,  2.32it/s]\nEpoch 0: |          | 8482/? [1:01:00<00:00,  2.32it/s]\nEpoch 0: |          | 8483/? [1:01:00<00:00,  2.32it/s]\nEpoch 0: |          | 8483/? [1:01:00<00:00,  2.32it/s]\nEpoch 0: |          | 8484/? [1:01:00<00:00,  2.32it/s]\nEpoch 0: |          | 8484/? [1:01:00<00:00,  2.32it/s]\nEpoch 0: |          | 8485/? [1:01:01<00:00,  2.32it/s]\nEpoch 0: |          | 8485/? [1:01:01<00:00,  2.32it/s]\nEpoch 0: |          | 8486/? [1:01:01<00:00,  2.32it/s]\nEpoch 0: |          | 8486/? [1:01:01<00:00,  2.32it/s]\nEpoch 0: |          | 8487/? [1:01:01<00:00,  2.32it/s]\nEpoch 0: |          | 8487/? [1:01:01<00:00,  2.32it/s]\nEpoch 0: |          | 8488/? [1:01:02<00:00,  2.32it/s]\nEpoch 0: |          | 8488/? [1:01:02<00:00,  2.32it/s]\nEpoch 0: |          | 8489/? [1:01:02<00:00,  2.32it/s]\nEpoch 0: |          | 8489/? [1:01:02<00:00,  2.32it/s]\nEpoch 0: |          | 8490/? [1:01:02<00:00,  2.32it/s]\nEpoch 0: |          | 8490/? [1:01:02<00:00,  2.32it/s]\nEpoch 0: |          | 8491/? [1:01:03<00:00,  2.32it/s]\nEpoch 0: |          | 8491/? [1:01:03<00:00,  2.32it/s]\nEpoch 0: |          | 8492/? [1:01:03<00:00,  2.32it/s]\nEpoch 0: |          | 8492/? [1:01:03<00:00,  2.32it/s]\nEpoch 0: |          | 8493/? [1:01:03<00:00,  2.32it/s]\nEpoch 0: |          | 8493/? [1:01:03<00:00,  2.32it/s]\nEpoch 0: |          | 8494/? [1:01:03<00:00,  2.32it/s]\nEpoch 0: |          | 8494/? [1:01:03<00:00,  2.32it/s]\nEpoch 0: |          | 8495/? [1:01:04<00:00,  2.32it/s]\nEpoch 0: |          | 8495/? [1:01:04<00:00,  2.32it/s]\nEpoch 0: |          | 8496/? [1:01:04<00:00,  2.32it/s]\nEpoch 0: |          | 8496/? [1:01:04<00:00,  2.32it/s]\nEpoch 0: |          | 8497/? [1:01:04<00:00,  2.32it/s]\nEpoch 0: |          | 8497/? [1:01:04<00:00,  2.32it/s]\nEpoch 0: |          | 8498/? [1:01:05<00:00,  2.32it/s]\nEpoch 0: |          | 8498/? [1:01:05<00:00,  2.32it/s]\nEpoch 0: |          | 8499/? [1:01:05<00:00,  2.32it/s]\nEpoch 0: |          | 8499/? [1:01:05<00:00,  2.32it/s]\nEpoch 0: |          | 8500/? [1:01:05<00:00,  2.32it/s]\nEpoch 0: |          | 8500/? [1:01:05<00:00,  2.32it/s]\nEpoch 0: |          | 8501/? [1:01:06<00:00,  2.32it/s]\nEpoch 0: |          | 8501/? [1:01:06<00:00,  2.32it/s]\nEpoch 0: |          | 8502/? [1:01:06<00:00,  2.32it/s]\nEpoch 0: |          | 8502/? [1:01:06<00:00,  2.32it/s]\nEpoch 0: |          | 8503/? [1:01:06<00:00,  2.32it/s]\nEpoch 0: |          | 8503/? [1:01:06<00:00,  2.32it/s]\nEpoch 0: |          | 8504/? [1:01:07<00:00,  2.32it/s]\nEpoch 0: |          | 8504/? [1:01:07<00:00,  2.32it/s]\nEpoch 0: |          | 8505/? [1:01:07<00:00,  2.32it/s]\nEpoch 0: |          | 8505/? [1:01:07<00:00,  2.32it/s]\nEpoch 0: |          | 8506/? [1:01:07<00:00,  2.32it/s]\nEpoch 0: |          | 8506/? [1:01:07<00:00,  2.32it/s]\nEpoch 0: |          | 8507/? [1:01:08<00:00,  2.32it/s]\nEpoch 0: |          | 8507/? [1:01:08<00:00,  2.32it/s]\nEpoch 0: |          | 8508/? [1:01:08<00:00,  2.32it/s]\nEpoch 0: |          | 8508/? [1:01:08<00:00,  2.32it/s]\nEpoch 0: |          | 8509/? [1:01:08<00:00,  2.32it/s]\nEpoch 0: |          | 8509/? [1:01:08<00:00,  2.32it/s]\nEpoch 0: |          | 8510/? [1:01:09<00:00,  2.32it/s]\nEpoch 0: |          | 8510/? [1:01:09<00:00,  2.32it/s]\nEpoch 0: |          | 8511/? [1:01:09<00:00,  2.32it/s]\nEpoch 0: |          | 8511/? [1:01:09<00:00,  2.32it/s]\nEpoch 0: |          | 8512/? [1:01:09<00:00,  2.32it/s]\nEpoch 0: |          | 8512/? [1:01:09<00:00,  2.32it/s]\nEpoch 0: |          | 8513/? [1:01:10<00:00,  2.32it/s]\nEpoch 0: |          | 8513/? [1:01:10<00:00,  2.32it/s]\nEpoch 0: |          | 8514/? [1:01:10<00:00,  2.32it/s]\nEpoch 0: |          | 8514/? [1:01:10<00:00,  2.32it/s]\nEpoch 0: |          | 8515/? [1:01:10<00:00,  2.32it/s]\nEpoch 0: |          | 8515/? [1:01:10<00:00,  2.32it/s]\nEpoch 0: |          | 8516/? [1:01:11<00:00,  2.32it/s]\nEpoch 0: |          | 8516/? [1:01:11<00:00,  2.32it/s]\nEpoch 0: |          | 8517/? [1:01:11<00:00,  2.32it/s]\nEpoch 0: |          | 8517/? [1:01:11<00:00,  2.32it/s]\nEpoch 0: |          | 8518/? [1:01:11<00:00,  2.32it/s]\nEpoch 0: |          | 8518/? [1:01:11<00:00,  2.32it/s]\nEpoch 0: |          | 8519/? [1:01:12<00:00,  2.32it/s]\nEpoch 0: |          | 8519/? [1:01:12<00:00,  2.32it/s]\nEpoch 0: |          | 8520/? [1:01:12<00:00,  2.32it/s]\nEpoch 0: |          | 8520/? [1:01:12<00:00,  2.32it/s]\nEpoch 0: |          | 8521/? [1:01:12<00:00,  2.32it/s]\nEpoch 0: |          | 8521/? [1:01:12<00:00,  2.32it/s]\nEpoch 0: |          | 8522/? [1:01:13<00:00,  2.32it/s]\nEpoch 0: |          | 8522/? [1:01:13<00:00,  2.32it/s]\nEpoch 0: |          | 8523/? [1:01:13<00:00,  2.32it/s]\nEpoch 0: |          | 8523/? [1:01:13<00:00,  2.32it/s]\nEpoch 0: |          | 8524/? [1:01:13<00:00,  2.32it/s]\nEpoch 0: |          | 8524/? [1:01:13<00:00,  2.32it/s]\nEpoch 0: |          | 8525/? [1:01:14<00:00,  2.32it/s]\nEpoch 0: |          | 8525/? [1:01:14<00:00,  2.32it/s]\nEpoch 0: |          | 8526/? [1:01:14<00:00,  2.32it/s]\nEpoch 0: |          | 8526/? [1:01:14<00:00,  2.32it/s]\nEpoch 0: |          | 8527/? [1:01:14<00:00,  2.32it/s]\nEpoch 0: |          | 8527/? [1:01:14<00:00,  2.32it/s]\nEpoch 0: |          | 8528/? [1:01:15<00:00,  2.32it/s]\nEpoch 0: |          | 8528/? [1:01:15<00:00,  2.32it/s]\nEpoch 0: |          | 8529/? [1:01:15<00:00,  2.32it/s]\nEpoch 0: |          | 8529/? [1:01:15<00:00,  2.32it/s]\nEpoch 0: |          | 8530/? [1:01:15<00:00,  2.32it/s]\nEpoch 0: |          | 8530/? [1:01:15<00:00,  2.32it/s]\nEpoch 0: |          | 8531/? [1:01:16<00:00,  2.32it/s]\nEpoch 0: |          | 8531/? [1:01:16<00:00,  2.32it/s]\nEpoch 0: |          | 8532/? [1:01:16<00:00,  2.32it/s]\nEpoch 0: |          | 8532/? [1:01:16<00:00,  2.32it/s]\nEpoch 0: |          | 8533/? [1:01:16<00:00,  2.32it/s]\nEpoch 0: |          | 8533/? [1:01:16<00:00,  2.32it/s]\nEpoch 0: |          | 8534/? [1:01:17<00:00,  2.32it/s]\nEpoch 0: |          | 8534/? [1:01:17<00:00,  2.32it/s]\nEpoch 0: |          | 8535/? [1:01:17<00:00,  2.32it/s]\nEpoch 0: |          | 8535/? [1:01:17<00:00,  2.32it/s]\nEpoch 0: |          | 8536/? [1:01:17<00:00,  2.32it/s]\nEpoch 0: |          | 8536/? [1:01:17<00:00,  2.32it/s]\nEpoch 0: |          | 8537/? [1:01:18<00:00,  2.32it/s]\nEpoch 0: |          | 8537/? [1:01:18<00:00,  2.32it/s]\nEpoch 0: |          | 8538/? [1:01:18<00:00,  2.32it/s]\nEpoch 0: |          | 8538/? [1:01:18<00:00,  2.32it/s]\nEpoch 0: |          | 8539/? [1:01:18<00:00,  2.32it/s]\nEpoch 0: |          | 8539/? [1:01:18<00:00,  2.32it/s]\nEpoch 0: |          | 8540/? [1:01:19<00:00,  2.32it/s]\nEpoch 0: |          | 8540/? [1:01:19<00:00,  2.32it/s]\nEpoch 0: |          | 8541/? [1:01:19<00:00,  2.32it/s]\nEpoch 0: |          | 8541/? [1:01:19<00:00,  2.32it/s]\nEpoch 0: |          | 8542/? [1:01:19<00:00,  2.32it/s]\nEpoch 0: |          | 8542/? [1:01:19<00:00,  2.32it/s]\nEpoch 0: |          | 8543/? [1:01:20<00:00,  2.32it/s]\nEpoch 0: |          | 8543/? [1:01:20<00:00,  2.32it/s]\nEpoch 0: |          | 8544/? [1:01:20<00:00,  2.32it/s]\nEpoch 0: |          | 8544/? [1:01:20<00:00,  2.32it/s]\nEpoch 0: |          | 8545/? [1:01:20<00:00,  2.32it/s]\nEpoch 0: |          | 8545/? [1:01:20<00:00,  2.32it/s]\nEpoch 0: |          | 8546/? [1:01:21<00:00,  2.32it/s]\nEpoch 0: |          | 8546/? [1:01:21<00:00,  2.32it/s]\nEpoch 0: |          | 8547/? [1:01:21<00:00,  2.32it/s]\nEpoch 0: |          | 8547/? [1:01:21<00:00,  2.32it/s]\nEpoch 0: |          | 8548/? [1:01:21<00:00,  2.32it/s]\nEpoch 0: |          | 8548/? [1:01:21<00:00,  2.32it/s]\nEpoch 0: |          | 8549/? [1:01:22<00:00,  2.32it/s]\nEpoch 0: |          | 8549/? [1:01:22<00:00,  2.32it/s]\nEpoch 0: |          | 8550/? [1:01:22<00:00,  2.32it/s]\nEpoch 0: |          | 8550/? [1:01:22<00:00,  2.32it/s]\nEpoch 0: |          | 8551/? [1:01:22<00:00,  2.32it/s]\nEpoch 0: |          | 8551/? [1:01:22<00:00,  2.32it/s]\nEpoch 0: |          | 8552/? [1:01:23<00:00,  2.32it/s]\nEpoch 0: |          | 8552/? [1:01:23<00:00,  2.32it/s]\nEpoch 0: |          | 8553/? [1:01:23<00:00,  2.32it/s]\nEpoch 0: |          | 8553/? [1:01:23<00:00,  2.32it/s]\nEpoch 0: |          | 8554/? [1:01:23<00:00,  2.32it/s]\nEpoch 0: |          | 8554/? [1:01:23<00:00,  2.32it/s]\nEpoch 0: |          | 8555/? [1:01:24<00:00,  2.32it/s]\nEpoch 0: |          | 8555/? [1:01:24<00:00,  2.32it/s]\nEpoch 0: |          | 8556/? [1:01:24<00:00,  2.32it/s]\nEpoch 0: |          | 8556/? [1:01:24<00:00,  2.32it/s]\nEpoch 0: |          | 8557/? [1:01:24<00:00,  2.32it/s]\nEpoch 0: |          | 8557/? [1:01:24<00:00,  2.32it/s]\nEpoch 0: |          | 8558/? [1:01:25<00:00,  2.32it/s]\nEpoch 0: |          | 8558/? [1:01:25<00:00,  2.32it/s]\nEpoch 0: |          | 8559/? [1:01:25<00:00,  2.32it/s]\nEpoch 0: |          | 8559/? [1:01:25<00:00,  2.32it/s]\nEpoch 0: |          | 8560/? [1:01:25<00:00,  2.32it/s]\nEpoch 0: |          | 8560/? [1:01:25<00:00,  2.32it/s]\nEpoch 0: |          | 8561/? [1:01:26<00:00,  2.32it/s]\nEpoch 0: |          | 8561/? [1:01:26<00:00,  2.32it/s]\nEpoch 0: |          | 8562/? [1:01:26<00:00,  2.32it/s]\nEpoch 0: |          | 8562/? [1:01:26<00:00,  2.32it/s]\nEpoch 0: |          | 8563/? [1:01:26<00:00,  2.32it/s]\nEpoch 0: |          | 8563/? [1:01:26<00:00,  2.32it/s]\nEpoch 0: |          | 8564/? [1:01:26<00:00,  2.32it/s]\nEpoch 0: |          | 8564/? [1:01:26<00:00,  2.32it/s]\nEpoch 0: |          | 8565/? [1:01:27<00:00,  2.32it/s]\nEpoch 0: |          | 8565/? [1:01:27<00:00,  2.32it/s]\nEpoch 0: |          | 8566/? [1:01:27<00:00,  2.32it/s]\nEpoch 0: |          | 8566/? [1:01:27<00:00,  2.32it/s]\nEpoch 0: |          | 8567/? [1:01:28<00:00,  2.32it/s]\nEpoch 0: |          | 8567/? [1:01:28<00:00,  2.32it/s]\nEpoch 0: |          | 8568/? [1:01:28<00:00,  2.32it/s]\nEpoch 0: |          | 8568/? [1:01:28<00:00,  2.32it/s]\nEpoch 0: |          | 8569/? [1:01:28<00:00,  2.32it/s]\nEpoch 0: |          | 8569/? [1:01:28<00:00,  2.32it/s]\nEpoch 0: |          | 8570/? [1:01:28<00:00,  2.32it/s]\nEpoch 0: |          | 8570/? [1:01:28<00:00,  2.32it/s]\nEpoch 0: |          | 8571/? [1:01:29<00:00,  2.32it/s]\nEpoch 0: |          | 8571/? [1:01:29<00:00,  2.32it/s]\nEpoch 0: |          | 8572/? [1:01:29<00:00,  2.32it/s]\nEpoch 0: |          | 8572/? [1:01:29<00:00,  2.32it/s]\nEpoch 0: |          | 8573/? [1:01:29<00:00,  2.32it/s]\nEpoch 0: |          | 8573/? [1:01:29<00:00,  2.32it/s]\nEpoch 0: |          | 8574/? [1:01:30<00:00,  2.32it/s]\nEpoch 0: |          | 8574/? [1:01:30<00:00,  2.32it/s]\nEpoch 0: |          | 8575/? [1:01:30<00:00,  2.32it/s]\nEpoch 0: |          | 8575/? [1:01:30<00:00,  2.32it/s]\nEpoch 0: |          | 8576/? [1:01:30<00:00,  2.32it/s]\nEpoch 0: |          | 8576/? [1:01:30<00:00,  2.32it/s]\nEpoch 0: |          | 8577/? [1:01:31<00:00,  2.32it/s]\nEpoch 0: |          | 8577/? [1:01:31<00:00,  2.32it/s]\nEpoch 0: |          | 8578/? [1:01:31<00:00,  2.32it/s]\nEpoch 0: |          | 8578/? [1:01:31<00:00,  2.32it/s]\nEpoch 0: |          | 8579/? [1:01:32<00:00,  2.32it/s]\nEpoch 0: |          | 8579/? [1:01:32<00:00,  2.32it/s]\nEpoch 0: |          | 8580/? [1:01:32<00:00,  2.32it/s]\nEpoch 0: |          | 8580/? [1:01:32<00:00,  2.32it/s]\nEpoch 0: |          | 8581/? [1:01:32<00:00,  2.32it/s]\nEpoch 0: |          | 8581/? [1:01:32<00:00,  2.32it/s]\nEpoch 0: |          | 8582/? [1:01:33<00:00,  2.32it/s]\nEpoch 0: |          | 8582/? [1:01:33<00:00,  2.32it/s]\nEpoch 0: |          | 8583/? [1:01:33<00:00,  2.32it/s]\nEpoch 0: |          | 8583/? [1:01:33<00:00,  2.32it/s]\nEpoch 0: |          | 8584/? [1:01:33<00:00,  2.32it/s]\nEpoch 0: |          | 8584/? [1:01:33<00:00,  2.32it/s]\nEpoch 0: |          | 8585/? [1:01:34<00:00,  2.32it/s]\nEpoch 0: |          | 8585/? [1:01:34<00:00,  2.32it/s]\nEpoch 0: |          | 8586/? [1:01:34<00:00,  2.32it/s]\nEpoch 0: |          | 8586/? [1:01:34<00:00,  2.32it/s]\nEpoch 0: |          | 8587/? [1:01:34<00:00,  2.32it/s]\nEpoch 0: |          | 8587/? [1:01:34<00:00,  2.32it/s]\nEpoch 0: |          | 8588/? [1:01:35<00:00,  2.32it/s]\nEpoch 0: |          | 8588/? [1:01:35<00:00,  2.32it/s]\nEpoch 0: |          | 8589/? [1:01:35<00:00,  2.32it/s]\nEpoch 0: |          | 8589/? [1:01:35<00:00,  2.32it/s]\nEpoch 0: |          | 8590/? [1:01:35<00:00,  2.32it/s]\nEpoch 0: |          | 8590/? [1:01:35<00:00,  2.32it/s]\nEpoch 0: |          | 8591/? [1:01:36<00:00,  2.32it/s]\nEpoch 0: |          | 8591/? [1:01:36<00:00,  2.32it/s]\nEpoch 0: |          | 8592/? [1:01:36<00:00,  2.32it/s]\nEpoch 0: |          | 8592/? [1:01:36<00:00,  2.32it/s]\nEpoch 0: |          | 8593/? [1:01:36<00:00,  2.32it/s]\nEpoch 0: |          | 8593/? [1:01:36<00:00,  2.32it/s]\nEpoch 0: |          | 8594/? [1:01:37<00:00,  2.32it/s]\nEpoch 0: |          | 8594/? [1:01:37<00:00,  2.32it/s]\nEpoch 0: |          | 8595/? [1:01:37<00:00,  2.32it/s]\nEpoch 0: |          | 8595/? [1:01:37<00:00,  2.32it/s]\nEpoch 0: |          | 8596/? [1:01:37<00:00,  2.32it/s]\nEpoch 0: |          | 8596/? [1:01:37<00:00,  2.32it/s]\nEpoch 0: |          | 8597/? [1:01:37<00:00,  2.32it/s]\nEpoch 0: |          | 8597/? [1:01:37<00:00,  2.32it/s]\nEpoch 0: |          | 8598/? [1:01:38<00:00,  2.32it/s]\nEpoch 0: |          | 8598/? [1:01:38<00:00,  2.32it/s]\nEpoch 0: |          | 8599/? [1:01:38<00:00,  2.32it/s]\nEpoch 0: |          | 8599/? [1:01:38<00:00,  2.32it/s]\nEpoch 0: |          | 8600/? [1:01:38<00:00,  2.32it/s]\nEpoch 0: |          | 8600/? [1:01:38<00:00,  2.32it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.96it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.37it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.38it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.17it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 8600/? [1:01:39<00:00,  2.32it/s]\nEpoch 0: |          | 8601/? [1:01:39<00:00,  2.32it/s]\nEpoch 0: |          | 8601/? [1:01:39<00:00,  2.32it/s]\nEpoch 0: |          | 8602/? [1:01:40<00:00,  2.32it/s]\nEpoch 0: |          | 8602/? [1:01:40<00:00,  2.32it/s]\nEpoch 0: |          | 8603/? [1:01:40<00:00,  2.32it/s]\nEpoch 0: |          | 8603/? [1:01:40<00:00,  2.32it/s]\nEpoch 0: |          | 8604/? [1:01:40<00:00,  2.32it/s]\nEpoch 0: |          | 8604/? [1:01:40<00:00,  2.32it/s]\nEpoch 0: |          | 8605/? [1:01:41<00:00,  2.33it/s]\nEpoch 0: |          | 8605/? [1:01:41<00:00,  2.33it/s]\nEpoch 0: |          | 8606/? [1:01:41<00:00,  2.33it/s]\nEpoch 0: |          | 8606/? [1:01:41<00:00,  2.33it/s]\nEpoch 0: |          | 8607/? [1:01:41<00:00,  2.33it/s]\nEpoch 0: |          | 8607/? [1:01:41<00:00,  2.33it/s]\nEpoch 0: |          | 8608/? [1:01:42<00:00,  2.33it/s]\nEpoch 0: |          | 8608/? [1:01:42<00:00,  2.33it/s]\nEpoch 0: |          | 8609/? [1:01:42<00:00,  2.33it/s]\nEpoch 0: |          | 8609/? [1:01:42<00:00,  2.33it/s]\nEpoch 0: |          | 8610/? [1:01:42<00:00,  2.33it/s]\nEpoch 0: |          | 8610/? [1:01:42<00:00,  2.33it/s]\nEpoch 0: |          | 8611/? [1:01:43<00:00,  2.33it/s]\nEpoch 0: |          | 8611/? [1:01:43<00:00,  2.33it/s]\nEpoch 0: |          | 8612/? [1:01:43<00:00,  2.33it/s]\nEpoch 0: |          | 8612/? [1:01:43<00:00,  2.33it/s]\nEpoch 0: |          | 8613/? [1:01:43<00:00,  2.33it/s]\nEpoch 0: |          | 8613/? [1:01:43<00:00,  2.33it/s]\nEpoch 0: |          | 8614/? [1:01:44<00:00,  2.33it/s]\nEpoch 0: |          | 8614/? [1:01:44<00:00,  2.33it/s]\nEpoch 0: |          | 8615/? [1:01:44<00:00,  2.33it/s]\nEpoch 0: |          | 8615/? [1:01:44<00:00,  2.33it/s]\nEpoch 0: |          | 8616/? [1:01:44<00:00,  2.33it/s]\nEpoch 0: |          | 8616/? [1:01:44<00:00,  2.33it/s]\nEpoch 0: |          | 8617/? [1:01:44<00:00,  2.33it/s]\nEpoch 0: |          | 8617/? [1:01:44<00:00,  2.33it/s]\nEpoch 0: |          | 8618/? [1:01:45<00:00,  2.33it/s]\nEpoch 0: |          | 8618/? [1:01:45<00:00,  2.33it/s]\nEpoch 0: |          | 8619/? [1:01:45<00:00,  2.33it/s]\nEpoch 0: |          | 8619/? [1:01:45<00:00,  2.33it/s]\nEpoch 0: |          | 8620/? [1:01:45<00:00,  2.33it/s]\nEpoch 0: |          | 8620/? [1:01:45<00:00,  2.33it/s]\nEpoch 0: |          | 8621/? [1:01:46<00:00,  2.33it/s]\nEpoch 0: |          | 8621/? [1:01:46<00:00,  2.33it/s]\nEpoch 0: |          | 8622/? [1:01:46<00:00,  2.33it/s]\nEpoch 0: |          | 8622/? [1:01:46<00:00,  2.33it/s]\nEpoch 0: |          | 8623/? [1:01:46<00:00,  2.33it/s]\nEpoch 0: |          | 8623/? [1:01:46<00:00,  2.33it/s]\nEpoch 0: |          | 8624/? [1:01:47<00:00,  2.33it/s]\nEpoch 0: |          | 8624/? [1:01:47<00:00,  2.33it/s]\nEpoch 0: |          | 8625/? [1:01:47<00:00,  2.33it/s]\nEpoch 0: |          | 8625/? [1:01:47<00:00,  2.33it/s]\nEpoch 0: |          | 8626/? [1:01:47<00:00,  2.33it/s]\nEpoch 0: |          | 8626/? [1:01:47<00:00,  2.33it/s]\nEpoch 0: |          | 8627/? [1:01:48<00:00,  2.33it/s]\nEpoch 0: |          | 8627/? [1:01:48<00:00,  2.33it/s]\nEpoch 0: |          | 8628/? [1:01:48<00:00,  2.33it/s]\nEpoch 0: |          | 8628/? [1:01:48<00:00,  2.33it/s]\nEpoch 0: |          | 8629/? [1:01:48<00:00,  2.33it/s]\nEpoch 0: |          | 8629/? [1:01:48<00:00,  2.33it/s]\nEpoch 0: |          | 8630/? [1:01:49<00:00,  2.33it/s]\nEpoch 0: |          | 8630/? [1:01:49<00:00,  2.33it/s]\nEpoch 0: |          | 8631/? [1:01:49<00:00,  2.33it/s]\nEpoch 0: |          | 8631/? [1:01:49<00:00,  2.33it/s]\nEpoch 0: |          | 8632/? [1:01:49<00:00,  2.33it/s]\nEpoch 0: |          | 8632/? [1:01:49<00:00,  2.33it/s]\nEpoch 0: |          | 8633/? [1:01:50<00:00,  2.33it/s]\nEpoch 0: |          | 8633/? [1:01:50<00:00,  2.33it/s]\nEpoch 0: |          | 8634/? [1:01:50<00:00,  2.33it/s]\nEpoch 0: |          | 8634/? [1:01:50<00:00,  2.33it/s]\nEpoch 0: |          | 8635/? [1:01:50<00:00,  2.33it/s]\nEpoch 0: |          | 8635/? [1:01:50<00:00,  2.33it/s]\nEpoch 0: |          | 8636/? [1:01:51<00:00,  2.33it/s]\nEpoch 0: |          | 8636/? [1:01:51<00:00,  2.33it/s]\nEpoch 0: |          | 8637/? [1:01:51<00:00,  2.33it/s]\nEpoch 0: |          | 8637/? [1:01:51<00:00,  2.33it/s]\nEpoch 0: |          | 8638/? [1:01:51<00:00,  2.33it/s]\nEpoch 0: |          | 8638/? [1:01:51<00:00,  2.33it/s]\nEpoch 0: |          | 8639/? [1:01:52<00:00,  2.33it/s]\nEpoch 0: |          | 8639/? [1:01:52<00:00,  2.33it/s]\nEpoch 0: |          | 8640/? [1:01:52<00:00,  2.33it/s]\nEpoch 0: |          | 8640/? [1:01:52<00:00,  2.33it/s]\nEpoch 0: |          | 8641/? [1:01:52<00:00,  2.33it/s]\nEpoch 0: |          | 8641/? [1:01:52<00:00,  2.33it/s]\nEpoch 0: |          | 8642/? [1:01:53<00:00,  2.33it/s]\nEpoch 0: |          | 8642/? [1:01:53<00:00,  2.33it/s]\nEpoch 0: |          | 8643/? [1:01:53<00:00,  2.33it/s]\nEpoch 0: |          | 8643/? [1:01:53<00:00,  2.33it/s]\nEpoch 0: |          | 8644/? [1:01:53<00:00,  2.33it/s]\nEpoch 0: |          | 8644/? [1:01:53<00:00,  2.33it/s]\nEpoch 0: |          | 8645/? [1:01:54<00:00,  2.33it/s]\nEpoch 0: |          | 8645/? [1:01:54<00:00,  2.33it/s]\nEpoch 0: |          | 8646/? [1:01:54<00:00,  2.33it/s]\nEpoch 0: |          | 8646/? [1:01:54<00:00,  2.33it/s]\nEpoch 0: |          | 8647/? [1:01:54<00:00,  2.33it/s]\nEpoch 0: |          | 8647/? [1:01:54<00:00,  2.33it/s]\nEpoch 0: |          | 8648/? [1:01:55<00:00,  2.33it/s]\nEpoch 0: |          | 8648/? [1:01:55<00:00,  2.33it/s]\nEpoch 0: |          | 8649/? [1:01:55<00:00,  2.33it/s]\nEpoch 0: |          | 8649/? [1:01:55<00:00,  2.33it/s]\nEpoch 0: |          | 8650/? [1:01:55<00:00,  2.33it/s]\nEpoch 0: |          | 8650/? [1:01:55<00:00,  2.33it/s]\nEpoch 0: |          | 8651/? [1:01:56<00:00,  2.33it/s]\nEpoch 0: |          | 8651/? [1:01:56<00:00,  2.33it/s]\nEpoch 0: |          | 8652/? [1:01:56<00:00,  2.33it/s]\nEpoch 0: |          | 8652/? [1:01:56<00:00,  2.33it/s]\nEpoch 0: |          | 8653/? [1:01:56<00:00,  2.33it/s]\nEpoch 0: |          | 8653/? [1:01:56<00:00,  2.33it/s]\nEpoch 0: |          | 8654/? [1:01:57<00:00,  2.33it/s]\nEpoch 0: |          | 8654/? [1:01:57<00:00,  2.33it/s]\nEpoch 0: |          | 8655/? [1:01:57<00:00,  2.33it/s]\nEpoch 0: |          | 8655/? [1:01:57<00:00,  2.33it/s]\nEpoch 0: |          | 8656/? [1:01:57<00:00,  2.33it/s]\nEpoch 0: |          | 8656/? [1:01:57<00:00,  2.33it/s]\nEpoch 0: |          | 8657/? [1:01:58<00:00,  2.33it/s]\nEpoch 0: |          | 8657/? [1:01:58<00:00,  2.33it/s]\nEpoch 0: |          | 8658/? [1:01:58<00:00,  2.33it/s]\nEpoch 0: |          | 8658/? [1:01:58<00:00,  2.33it/s]\nEpoch 0: |          | 8659/? [1:01:58<00:00,  2.33it/s]\nEpoch 0: |          | 8659/? [1:01:58<00:00,  2.33it/s]\nEpoch 0: |          | 8660/? [1:01:59<00:00,  2.33it/s]\nEpoch 0: |          | 8660/? [1:01:59<00:00,  2.33it/s]\nEpoch 0: |          | 8661/? [1:01:59<00:00,  2.33it/s]\nEpoch 0: |          | 8661/? [1:01:59<00:00,  2.33it/s]\nEpoch 0: |          | 8662/? [1:01:59<00:00,  2.33it/s]\nEpoch 0: |          | 8662/? [1:01:59<00:00,  2.33it/s]\nEpoch 0: |          | 8663/? [1:02:00<00:00,  2.33it/s]\nEpoch 0: |          | 8663/? [1:02:00<00:00,  2.33it/s]\nEpoch 0: |          | 8664/? [1:02:00<00:00,  2.33it/s]\nEpoch 0: |          | 8664/? [1:02:00<00:00,  2.33it/s]\nEpoch 0: |          | 8665/? [1:02:00<00:00,  2.33it/s]\nEpoch 0: |          | 8665/? [1:02:00<00:00,  2.33it/s]\nEpoch 0: |          | 8666/? [1:02:01<00:00,  2.33it/s]\nEpoch 0: |          | 8666/? [1:02:01<00:00,  2.33it/s]\nEpoch 0: |          | 8667/? [1:02:01<00:00,  2.33it/s]\nEpoch 0: |          | 8667/? [1:02:01<00:00,  2.33it/s]\nEpoch 0: |          | 8668/? [1:02:01<00:00,  2.33it/s]\nEpoch 0: |          | 8668/? [1:02:01<00:00,  2.33it/s]\nEpoch 0: |          | 8669/? [1:02:02<00:00,  2.33it/s]\nEpoch 0: |          | 8669/? [1:02:02<00:00,  2.33it/s]\nEpoch 0: |          | 8670/? [1:02:02<00:00,  2.33it/s]\nEpoch 0: |          | 8670/? [1:02:02<00:00,  2.33it/s]\nEpoch 0: |          | 8671/? [1:02:02<00:00,  2.33it/s]\nEpoch 0: |          | 8671/? [1:02:02<00:00,  2.33it/s]\nEpoch 0: |          | 8672/? [1:02:03<00:00,  2.33it/s]\nEpoch 0: |          | 8672/? [1:02:03<00:00,  2.33it/s]\nEpoch 0: |          | 8673/? [1:02:03<00:00,  2.33it/s]\nEpoch 0: |          | 8673/? [1:02:03<00:00,  2.33it/s]\nEpoch 0: |          | 8674/? [1:02:03<00:00,  2.33it/s]\nEpoch 0: |          | 8674/? [1:02:03<00:00,  2.33it/s]\nEpoch 0: |          | 8675/? [1:02:04<00:00,  2.33it/s]\nEpoch 0: |          | 8675/? [1:02:04<00:00,  2.33it/s]\nEpoch 0: |          | 8676/? [1:02:04<00:00,  2.33it/s]\nEpoch 0: |          | 8676/? [1:02:04<00:00,  2.33it/s]\nEpoch 0: |          | 8677/? [1:02:04<00:00,  2.33it/s]\nEpoch 0: |          | 8677/? [1:02:04<00:00,  2.33it/s]\nEpoch 0: |          | 8678/? [1:02:05<00:00,  2.33it/s]\nEpoch 0: |          | 8678/? [1:02:05<00:00,  2.33it/s]\nEpoch 0: |          | 8679/? [1:02:05<00:00,  2.33it/s]\nEpoch 0: |          | 8679/? [1:02:05<00:00,  2.33it/s]\nEpoch 0: |          | 8680/? [1:02:05<00:00,  2.33it/s]\nEpoch 0: |          | 8680/? [1:02:05<00:00,  2.33it/s]\nEpoch 0: |          | 8681/? [1:02:06<00:00,  2.33it/s]\nEpoch 0: |          | 8681/? [1:02:06<00:00,  2.33it/s]\nEpoch 0: |          | 8682/? [1:02:06<00:00,  2.33it/s]\nEpoch 0: |          | 8682/? [1:02:06<00:00,  2.33it/s]\nEpoch 0: |          | 8683/? [1:02:06<00:00,  2.33it/s]\nEpoch 0: |          | 8683/? [1:02:06<00:00,  2.33it/s]\nEpoch 0: |          | 8684/? [1:02:07<00:00,  2.33it/s]\nEpoch 0: |          | 8684/? [1:02:07<00:00,  2.33it/s]\nEpoch 0: |          | 8685/? [1:02:07<00:00,  2.33it/s]\nEpoch 0: |          | 8685/? [1:02:07<00:00,  2.33it/s]\nEpoch 0: |          | 8686/? [1:02:07<00:00,  2.33it/s]\nEpoch 0: |          | 8686/? [1:02:07<00:00,  2.33it/s]\nEpoch 0: |          | 8687/? [1:02:07<00:00,  2.33it/s]\nEpoch 0: |          | 8687/? [1:02:07<00:00,  2.33it/s]\nEpoch 0: |          | 8688/? [1:02:08<00:00,  2.33it/s]\nEpoch 0: |          | 8688/? [1:02:08<00:00,  2.33it/s]\nEpoch 0: |          | 8689/? [1:02:08<00:00,  2.33it/s]\nEpoch 0: |          | 8689/? [1:02:08<00:00,  2.33it/s]\nEpoch 0: |          | 8690/? [1:02:08<00:00,  2.33it/s]\nEpoch 0: |          | 8690/? [1:02:08<00:00,  2.33it/s]\nEpoch 0: |          | 8691/? [1:02:09<00:00,  2.33it/s]\nEpoch 0: |          | 8691/? [1:02:09<00:00,  2.33it/s]\nEpoch 0: |          | 8692/? [1:02:09<00:00,  2.33it/s]\nEpoch 0: |          | 8692/? [1:02:09<00:00,  2.33it/s]\nEpoch 0: |          | 8693/? [1:02:09<00:00,  2.33it/s]\nEpoch 0: |          | 8693/? [1:02:09<00:00,  2.33it/s]\nEpoch 0: |          | 8694/? [1:02:10<00:00,  2.33it/s]\nEpoch 0: |          | 8694/? [1:02:10<00:00,  2.33it/s]\nEpoch 0: |          | 8695/? [1:02:10<00:00,  2.33it/s]\nEpoch 0: |          | 8695/? [1:02:10<00:00,  2.33it/s]\nEpoch 0: |          | 8696/? [1:02:10<00:00,  2.33it/s]\nEpoch 0: |          | 8696/? [1:02:10<00:00,  2.33it/s]\nEpoch 0: |          | 8697/? [1:02:11<00:00,  2.33it/s]\nEpoch 0: |          | 8697/? [1:02:11<00:00,  2.33it/s]\nEpoch 0: |          | 8698/? [1:02:11<00:00,  2.33it/s]\nEpoch 0: |          | 8698/? [1:02:11<00:00,  2.33it/s]\nEpoch 0: |          | 8699/? [1:02:11<00:00,  2.33it/s]\nEpoch 0: |          | 8699/? [1:02:11<00:00,  2.33it/s]\nEpoch 0: |          | 8700/? [1:02:12<00:00,  2.33it/s]\nEpoch 0: |          | 8700/? [1:02:12<00:00,  2.33it/s]\nEpoch 0: |          | 8701/? [1:02:12<00:00,  2.33it/s]\nEpoch 0: |          | 8701/? [1:02:12<00:00,  2.33it/s]\nEpoch 0: |          | 8702/? [1:02:12<00:00,  2.33it/s]\nEpoch 0: |          | 8702/? [1:02:12<00:00,  2.33it/s]\nEpoch 0: |          | 8703/? [1:02:13<00:00,  2.33it/s]\nEpoch 0: |          | 8703/? [1:02:13<00:00,  2.33it/s]\nEpoch 0: |          | 8704/? [1:02:13<00:00,  2.33it/s]\nEpoch 0: |          | 8704/? [1:02:13<00:00,  2.33it/s]\nEpoch 0: |          | 8705/? [1:02:13<00:00,  2.33it/s]\nEpoch 0: |          | 8705/? [1:02:13<00:00,  2.33it/s]\nEpoch 0: |          | 8706/? [1:02:14<00:00,  2.33it/s]\nEpoch 0: |          | 8706/? [1:02:14<00:00,  2.33it/s]\nEpoch 0: |          | 8707/? [1:02:14<00:00,  2.33it/s]\nEpoch 0: |          | 8707/? [1:02:14<00:00,  2.33it/s]\nEpoch 0: |          | 8708/? [1:02:14<00:00,  2.33it/s]\nEpoch 0: |          | 8708/? [1:02:14<00:00,  2.33it/s]\nEpoch 0: |          | 8709/? [1:02:15<00:00,  2.33it/s]\nEpoch 0: |          | 8709/? [1:02:15<00:00,  2.33it/s]\nEpoch 0: |          | 8710/? [1:02:15<00:00,  2.33it/s]\nEpoch 0: |          | 8710/? [1:02:15<00:00,  2.33it/s]\nEpoch 0: |          | 8711/? [1:02:15<00:00,  2.33it/s]\nEpoch 0: |          | 8711/? [1:02:15<00:00,  2.33it/s]\nEpoch 0: |          | 8712/? [1:02:16<00:00,  2.33it/s]\nEpoch 0: |          | 8712/? [1:02:16<00:00,  2.33it/s]\nEpoch 0: |          | 8713/? [1:02:16<00:00,  2.33it/s]\nEpoch 0: |          | 8713/? [1:02:16<00:00,  2.33it/s]\nEpoch 0: |          | 8714/? [1:02:16<00:00,  2.33it/s]\nEpoch 0: |          | 8714/? [1:02:16<00:00,  2.33it/s]\nEpoch 0: |          | 8715/? [1:02:17<00:00,  2.33it/s]\nEpoch 0: |          | 8715/? [1:02:17<00:00,  2.33it/s]\nEpoch 0: |          | 8716/? [1:02:17<00:00,  2.33it/s]\nEpoch 0: |          | 8716/? [1:02:17<00:00,  2.33it/s]\nEpoch 0: |          | 8717/? [1:02:17<00:00,  2.33it/s]\nEpoch 0: |          | 8717/? [1:02:17<00:00,  2.33it/s]\nEpoch 0: |          | 8718/? [1:02:18<00:00,  2.33it/s]\nEpoch 0: |          | 8718/? [1:02:18<00:00,  2.33it/s]\nEpoch 0: |          | 8719/? [1:02:18<00:00,  2.33it/s]\nEpoch 0: |          | 8719/? [1:02:18<00:00,  2.33it/s]\nEpoch 0: |          | 8720/? [1:02:19<00:00,  2.33it/s]\nEpoch 0: |          | 8720/? [1:02:19<00:00,  2.33it/s]\nEpoch 0: |          | 8721/? [1:02:19<00:00,  2.33it/s]\nEpoch 0: |          | 8721/? [1:02:19<00:00,  2.33it/s]\nEpoch 0: |          | 8722/? [1:02:19<00:00,  2.33it/s]\nEpoch 0: |          | 8722/? [1:02:19<00:00,  2.33it/s]\nEpoch 0: |          | 8723/? [1:02:20<00:00,  2.33it/s]\nEpoch 0: |          | 8723/? [1:02:20<00:00,  2.33it/s]\nEpoch 0: |          | 8724/? [1:02:20<00:00,  2.33it/s]\nEpoch 0: |          | 8724/? [1:02:20<00:00,  2.33it/s]\nEpoch 0: |          | 8725/? [1:02:20<00:00,  2.33it/s]\nEpoch 0: |          | 8725/? [1:02:20<00:00,  2.33it/s]\nEpoch 0: |          | 8726/? [1:02:21<00:00,  2.33it/s]\nEpoch 0: |          | 8726/? [1:02:21<00:00,  2.33it/s]\nEpoch 0: |          | 8727/? [1:02:21<00:00,  2.33it/s]\nEpoch 0: |          | 8727/? [1:02:21<00:00,  2.33it/s]\nEpoch 0: |          | 8728/? [1:02:21<00:00,  2.33it/s]\nEpoch 0: |          | 8728/? [1:02:21<00:00,  2.33it/s]\nEpoch 0: |          | 8729/? [1:02:22<00:00,  2.33it/s]\nEpoch 0: |          | 8729/? [1:02:22<00:00,  2.33it/s]\nEpoch 0: |          | 8730/? [1:02:22<00:00,  2.33it/s]\nEpoch 0: |          | 8730/? [1:02:22<00:00,  2.33it/s]\nEpoch 0: |          | 8731/? [1:02:22<00:00,  2.33it/s]\nEpoch 0: |          | 8731/? [1:02:22<00:00,  2.33it/s]\nEpoch 0: |          | 8732/? [1:02:22<00:00,  2.33it/s]\nEpoch 0: |          | 8732/? [1:02:22<00:00,  2.33it/s]\nEpoch 0: |          | 8733/? [1:02:23<00:00,  2.33it/s]\nEpoch 0: |          | 8733/? [1:02:23<00:00,  2.33it/s]\nEpoch 0: |          | 8734/? [1:02:23<00:00,  2.33it/s]\nEpoch 0: |          | 8734/? [1:02:23<00:00,  2.33it/s]\nEpoch 0: |          | 8735/? [1:02:23<00:00,  2.33it/s]\nEpoch 0: |          | 8735/? [1:02:23<00:00,  2.33it/s]\nEpoch 0: |          | 8736/? [1:02:24<00:00,  2.33it/s]\nEpoch 0: |          | 8736/? [1:02:24<00:00,  2.33it/s]\nEpoch 0: |          | 8737/? [1:02:24<00:00,  2.33it/s]\nEpoch 0: |          | 8737/? [1:02:24<00:00,  2.33it/s]\nEpoch 0: |          | 8738/? [1:02:25<00:00,  2.33it/s]\nEpoch 0: |          | 8738/? [1:02:25<00:00,  2.33it/s]\nEpoch 0: |          | 8739/? [1:02:25<00:00,  2.33it/s]\nEpoch 0: |          | 8739/? [1:02:25<00:00,  2.33it/s]\nEpoch 0: |          | 8740/? [1:02:25<00:00,  2.33it/s]\nEpoch 0: |          | 8740/? [1:02:25<00:00,  2.33it/s]\nEpoch 0: |          | 8741/? [1:02:25<00:00,  2.33it/s]\nEpoch 0: |          | 8741/? [1:02:25<00:00,  2.33it/s]\nEpoch 0: |          | 8742/? [1:02:26<00:00,  2.33it/s]\nEpoch 0: |          | 8742/? [1:02:26<00:00,  2.33it/s]\nEpoch 0: |          | 8743/? [1:02:26<00:00,  2.33it/s]\nEpoch 0: |          | 8743/? [1:02:26<00:00,  2.33it/s]\nEpoch 0: |          | 8744/? [1:02:26<00:00,  2.33it/s]\nEpoch 0: |          | 8744/? [1:02:26<00:00,  2.33it/s]\nEpoch 0: |          | 8745/? [1:02:27<00:00,  2.33it/s]\nEpoch 0: |          | 8745/? [1:02:27<00:00,  2.33it/s]\nEpoch 0: |          | 8746/? [1:02:27<00:00,  2.33it/s]\nEpoch 0: |          | 8746/? [1:02:27<00:00,  2.33it/s]\nEpoch 0: |          | 8747/? [1:02:28<00:00,  2.33it/s]\nEpoch 0: |          | 8747/? [1:02:28<00:00,  2.33it/s]\nEpoch 0: |          | 8748/? [1:02:28<00:00,  2.33it/s]\nEpoch 0: |          | 8748/? [1:02:28<00:00,  2.33it/s]\nEpoch 0: |          | 8749/? [1:02:28<00:00,  2.33it/s]\nEpoch 0: |          | 8749/? [1:02:28<00:00,  2.33it/s]\nEpoch 0: |          | 8750/? [1:02:28<00:00,  2.33it/s]\nEpoch 0: |          | 8750/? [1:02:28<00:00,  2.33it/s]\nEpoch 0: |          | 8751/? [1:02:29<00:00,  2.33it/s]\nEpoch 0: |          | 8751/? [1:02:29<00:00,  2.33it/s]\nEpoch 0: |          | 8752/? [1:02:29<00:00,  2.33it/s]\nEpoch 0: |          | 8752/? [1:02:29<00:00,  2.33it/s]\nEpoch 0: |          | 8753/? [1:02:29<00:00,  2.33it/s]\nEpoch 0: |          | 8753/? [1:02:29<00:00,  2.33it/s]\nEpoch 0: |          | 8754/? [1:02:30<00:00,  2.33it/s]\nEpoch 0: |          | 8754/? [1:02:30<00:00,  2.33it/s]\nEpoch 0: |          | 8755/? [1:02:30<00:00,  2.33it/s]\nEpoch 0: |          | 8755/? [1:02:30<00:00,  2.33it/s]\nEpoch 0: |          | 8756/? [1:02:31<00:00,  2.33it/s]\nEpoch 0: |          | 8756/? [1:02:31<00:00,  2.33it/s]\nEpoch 0: |          | 8757/? [1:02:31<00:00,  2.33it/s]\nEpoch 0: |          | 8757/? [1:02:31<00:00,  2.33it/s]\nEpoch 0: |          | 8758/? [1:02:31<00:00,  2.33it/s]\nEpoch 0: |          | 8758/? [1:02:31<00:00,  2.33it/s]\nEpoch 0: |          | 8759/? [1:02:31<00:00,  2.33it/s]\nEpoch 0: |          | 8759/? [1:02:31<00:00,  2.33it/s]\nEpoch 0: |          | 8760/? [1:02:32<00:00,  2.33it/s]\nEpoch 0: |          | 8760/? [1:02:32<00:00,  2.33it/s]\nEpoch 0: |          | 8761/? [1:02:32<00:00,  2.33it/s]\nEpoch 0: |          | 8761/? [1:02:32<00:00,  2.33it/s]\nEpoch 0: |          | 8762/? [1:02:32<00:00,  2.33it/s]\nEpoch 0: |          | 8762/? [1:02:32<00:00,  2.33it/s]\nEpoch 0: |          | 8763/? [1:02:33<00:00,  2.33it/s]\nEpoch 0: |          | 8763/? [1:02:33<00:00,  2.33it/s]\nEpoch 0: |          | 8764/? [1:02:33<00:00,  2.33it/s]\nEpoch 0: |          | 8764/? [1:02:33<00:00,  2.33it/s]\nEpoch 0: |          | 8765/? [1:02:33<00:00,  2.33it/s]\nEpoch 0: |          | 8765/? [1:02:33<00:00,  2.33it/s]\nEpoch 0: |          | 8766/? [1:02:34<00:00,  2.33it/s]\nEpoch 0: |          | 8766/? [1:02:34<00:00,  2.33it/s]\nEpoch 0: |          | 8767/? [1:02:34<00:00,  2.33it/s]\nEpoch 0: |          | 8767/? [1:02:34<00:00,  2.33it/s]\nEpoch 0: |          | 8768/? [1:02:34<00:00,  2.34it/s]\nEpoch 0: |          | 8768/? [1:02:34<00:00,  2.34it/s]\nEpoch 0: |          | 8769/? [1:02:35<00:00,  2.34it/s]\nEpoch 0: |          | 8769/? [1:02:35<00:00,  2.34it/s]\nEpoch 0: |          | 8770/? [1:02:35<00:00,  2.34it/s]\nEpoch 0: |          | 8770/? [1:02:35<00:00,  2.34it/s]\nEpoch 0: |          | 8771/? [1:02:35<00:00,  2.34it/s]\nEpoch 0: |          | 8771/? [1:02:35<00:00,  2.34it/s]\nEpoch 0: |          | 8772/? [1:02:36<00:00,  2.34it/s]\nEpoch 0: |          | 8772/? [1:02:36<00:00,  2.34it/s]\nEpoch 0: |          | 8773/? [1:02:36<00:00,  2.34it/s]\nEpoch 0: |          | 8773/? [1:02:36<00:00,  2.34it/s]\nEpoch 0: |          | 8774/? [1:02:36<00:00,  2.34it/s]\nEpoch 0: |          | 8774/? [1:02:36<00:00,  2.34it/s]\nEpoch 0: |          | 8775/? [1:02:37<00:00,  2.34it/s]\nEpoch 0: |          | 8775/? [1:02:37<00:00,  2.34it/s]\nEpoch 0: |          | 8776/? [1:02:37<00:00,  2.34it/s]\nEpoch 0: |          | 8776/? [1:02:37<00:00,  2.34it/s]\nEpoch 0: |          | 8777/? [1:02:37<00:00,  2.34it/s]\nEpoch 0: |          | 8777/? [1:02:37<00:00,  2.34it/s]\nEpoch 0: |          | 8778/? [1:02:38<00:00,  2.34it/s]\nEpoch 0: |          | 8778/? [1:02:38<00:00,  2.34it/s]\nEpoch 0: |          | 8779/? [1:02:38<00:00,  2.34it/s]\nEpoch 0: |          | 8779/? [1:02:38<00:00,  2.34it/s]\nEpoch 0: |          | 8780/? [1:02:38<00:00,  2.34it/s]\nEpoch 0: |          | 8780/? [1:02:38<00:00,  2.34it/s]\nEpoch 0: |          | 8781/? [1:02:39<00:00,  2.34it/s]\nEpoch 0: |          | 8781/? [1:02:39<00:00,  2.34it/s]\nEpoch 0: |          | 8782/? [1:02:39<00:00,  2.34it/s]\nEpoch 0: |          | 8782/? [1:02:39<00:00,  2.34it/s]\nEpoch 0: |          | 8783/? [1:02:39<00:00,  2.34it/s]\nEpoch 0: |          | 8783/? [1:02:39<00:00,  2.34it/s]\nEpoch 0: |          | 8784/? [1:02:40<00:00,  2.34it/s]\nEpoch 0: |          | 8784/? [1:02:40<00:00,  2.34it/s]\nEpoch 0: |          | 8785/? [1:02:40<00:00,  2.34it/s]\nEpoch 0: |          | 8785/? [1:02:40<00:00,  2.34it/s]\nEpoch 0: |          | 8786/? [1:02:40<00:00,  2.34it/s]\nEpoch 0: |          | 8786/? [1:02:40<00:00,  2.34it/s]\nEpoch 0: |          | 8787/? [1:02:41<00:00,  2.34it/s]\nEpoch 0: |          | 8787/? [1:02:41<00:00,  2.34it/s]\nEpoch 0: |          | 8788/? [1:02:41<00:00,  2.34it/s]\nEpoch 0: |          | 8788/? [1:02:41<00:00,  2.34it/s]\nEpoch 0: |          | 8789/? [1:02:41<00:00,  2.34it/s]\nEpoch 0: |          | 8789/? [1:02:41<00:00,  2.34it/s]\nEpoch 0: |          | 8790/? [1:02:42<00:00,  2.34it/s]\nEpoch 0: |          | 8790/? [1:02:42<00:00,  2.34it/s]\nEpoch 0: |          | 8791/? [1:02:42<00:00,  2.34it/s]\nEpoch 0: |          | 8791/? [1:02:42<00:00,  2.34it/s]\nEpoch 0: |          | 8792/? [1:02:42<00:00,  2.34it/s]\nEpoch 0: |          | 8792/? [1:02:42<00:00,  2.34it/s]\nEpoch 0: |          | 8793/? [1:02:43<00:00,  2.34it/s]\nEpoch 0: |          | 8793/? [1:02:43<00:00,  2.34it/s]\nEpoch 0: |          | 8794/? [1:02:43<00:00,  2.34it/s]\nEpoch 0: |          | 8794/? [1:02:43<00:00,  2.34it/s]\nEpoch 0: |          | 8795/? [1:02:43<00:00,  2.34it/s]\nEpoch 0: |          | 8795/? [1:02:43<00:00,  2.34it/s]\nEpoch 0: |          | 8796/? [1:02:44<00:00,  2.34it/s]\nEpoch 0: |          | 8796/? [1:02:44<00:00,  2.34it/s]\nEpoch 0: |          | 8797/? [1:02:44<00:00,  2.34it/s]\nEpoch 0: |          | 8797/? [1:02:44<00:00,  2.34it/s]\nEpoch 0: |          | 8798/? [1:02:44<00:00,  2.34it/s]\nEpoch 0: |          | 8798/? [1:02:44<00:00,  2.34it/s]\nEpoch 0: |          | 8799/? [1:02:45<00:00,  2.34it/s]\nEpoch 0: |          | 8799/? [1:02:45<00:00,  2.34it/s]\nEpoch 0: |          | 8800/? [1:02:45<00:00,  2.34it/s]\nEpoch 0: |          | 8800/? [1:02:45<00:00,  2.34it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.24it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.69it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.47it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.48it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 8800/? [1:02:45<00:00,  2.34it/s]\nEpoch 0: |          | 8801/? [1:02:46<00:00,  2.34it/s]\nEpoch 0: |          | 8801/? [1:02:46<00:00,  2.34it/s]\nEpoch 0: |          | 8802/? [1:02:46<00:00,  2.34it/s]\nEpoch 0: |          | 8802/? [1:02:46<00:00,  2.34it/s]\nEpoch 0: |          | 8803/? [1:02:46<00:00,  2.34it/s]\nEpoch 0: |          | 8803/? [1:02:46<00:00,  2.34it/s]\nEpoch 0: |          | 8804/? [1:02:47<00:00,  2.34it/s]\nEpoch 0: |          | 8804/? [1:02:47<00:00,  2.34it/s]\nEpoch 0: |          | 8805/? [1:02:47<00:00,  2.34it/s]\nEpoch 0: |          | 8805/? [1:02:47<00:00,  2.34it/s]\nEpoch 0: |          | 8806/? [1:02:48<00:00,  2.34it/s]\nEpoch 0: |          | 8806/? [1:02:48<00:00,  2.34it/s]\nEpoch 0: |          | 8807/? [1:02:48<00:00,  2.34it/s]\nEpoch 0: |          | 8807/? [1:02:48<00:00,  2.34it/s]\nEpoch 0: |          | 8808/? [1:02:48<00:00,  2.34it/s]\nEpoch 0: |          | 8808/? [1:02:48<00:00,  2.34it/s]\nEpoch 0: |          | 8809/? [1:02:49<00:00,  2.34it/s]\nEpoch 0: |          | 8809/? [1:02:49<00:00,  2.34it/s]\nEpoch 0: |          | 8810/? [1:02:49<00:00,  2.34it/s]\nEpoch 0: |          | 8810/? [1:02:49<00:00,  2.34it/s]\nEpoch 0: |          | 8811/? [1:02:49<00:00,  2.34it/s]\nEpoch 0: |          | 8811/? [1:02:49<00:00,  2.34it/s]\nEpoch 0: |          | 8812/? [1:02:49<00:00,  2.34it/s]\nEpoch 0: |          | 8812/? [1:02:49<00:00,  2.34it/s]\nEpoch 0: |          | 8813/? [1:02:50<00:00,  2.34it/s]\nEpoch 0: |          | 8813/? [1:02:50<00:00,  2.34it/s]\nEpoch 0: |          | 8814/? [1:02:50<00:00,  2.34it/s]\nEpoch 0: |          | 8814/? [1:02:50<00:00,  2.34it/s]\nEpoch 0: |          | 8815/? [1:02:51<00:00,  2.34it/s]\nEpoch 0: |          | 8815/? [1:02:51<00:00,  2.34it/s]\nEpoch 0: |          | 8816/? [1:02:51<00:00,  2.34it/s]\nEpoch 0: |          | 8816/? [1:02:51<00:00,  2.34it/s]\nEpoch 0: |          | 8817/? [1:02:51<00:00,  2.34it/s]\nEpoch 0: |          | 8817/? [1:02:51<00:00,  2.34it/s]\nEpoch 0: |          | 8818/? [1:02:52<00:00,  2.34it/s]\nEpoch 0: |          | 8818/? [1:02:52<00:00,  2.34it/s]\nEpoch 0: |          | 8819/? [1:02:52<00:00,  2.34it/s]\nEpoch 0: |          | 8819/? [1:02:52<00:00,  2.34it/s]\nEpoch 0: |          | 8820/? [1:02:52<00:00,  2.34it/s]\nEpoch 0: |          | 8820/? [1:02:52<00:00,  2.34it/s]\nEpoch 0: |          | 8821/? [1:02:53<00:00,  2.34it/s]\nEpoch 0: |          | 8821/? [1:02:53<00:00,  2.34it/s]\nEpoch 0: |          | 8822/? [1:02:53<00:00,  2.34it/s]\nEpoch 0: |          | 8822/? [1:02:53<00:00,  2.34it/s]\nEpoch 0: |          | 8823/? [1:02:53<00:00,  2.34it/s]\nEpoch 0: |          | 8823/? [1:02:53<00:00,  2.34it/s]\nEpoch 0: |          | 8824/? [1:02:54<00:00,  2.34it/s]\nEpoch 0: |          | 8824/? [1:02:54<00:00,  2.34it/s]\nEpoch 0: |          | 8825/? [1:02:54<00:00,  2.34it/s]\nEpoch 0: |          | 8825/? [1:02:54<00:00,  2.34it/s]\nEpoch 0: |          | 8826/? [1:02:54<00:00,  2.34it/s]\nEpoch 0: |          | 8826/? [1:02:54<00:00,  2.34it/s]\nEpoch 0: |          | 8827/? [1:02:55<00:00,  2.34it/s]\nEpoch 0: |          | 8827/? [1:02:55<00:00,  2.34it/s]\nEpoch 0: |          | 8828/? [1:02:55<00:00,  2.34it/s]\nEpoch 0: |          | 8828/? [1:02:55<00:00,  2.34it/s]\nEpoch 0: |          | 8829/? [1:02:55<00:00,  2.34it/s]\nEpoch 0: |          | 8829/? [1:02:55<00:00,  2.34it/s]\nEpoch 0: |          | 8830/? [1:02:56<00:00,  2.34it/s]\nEpoch 0: |          | 8830/? [1:02:56<00:00,  2.34it/s]\nEpoch 0: |          | 8831/? [1:02:56<00:00,  2.34it/s]\nEpoch 0: |          | 8831/? [1:02:56<00:00,  2.34it/s]\nEpoch 0: |          | 8832/? [1:02:56<00:00,  2.34it/s]\nEpoch 0: |          | 8832/? [1:02:56<00:00,  2.34it/s]\nEpoch 0: |          | 8833/? [1:02:57<00:00,  2.34it/s]\nEpoch 0: |          | 8833/? [1:02:57<00:00,  2.34it/s]\nEpoch 0: |          | 8834/? [1:02:57<00:00,  2.34it/s]\nEpoch 0: |          | 8834/? [1:02:57<00:00,  2.34it/s]\nEpoch 0: |          | 8835/? [1:02:57<00:00,  2.34it/s]\nEpoch 0: |          | 8835/? [1:02:57<00:00,  2.34it/s]\nEpoch 0: |          | 8836/? [1:02:58<00:00,  2.34it/s]\nEpoch 0: |          | 8836/? [1:02:58<00:00,  2.34it/s]\nEpoch 0: |          | 8837/? [1:02:58<00:00,  2.34it/s]\nEpoch 0: |          | 8837/? [1:02:58<00:00,  2.34it/s]\nEpoch 0: |          | 8838/? [1:02:58<00:00,  2.34it/s]\nEpoch 0: |          | 8838/? [1:02:58<00:00,  2.34it/s]\nEpoch 0: |          | 8839/? [1:02:59<00:00,  2.34it/s]\nEpoch 0: |          | 8839/? [1:02:59<00:00,  2.34it/s]\nEpoch 0: |          | 8840/? [1:02:59<00:00,  2.34it/s]\nEpoch 0: |          | 8840/? [1:02:59<00:00,  2.34it/s]\nEpoch 0: |          | 8841/? [1:02:59<00:00,  2.34it/s]\nEpoch 0: |          | 8841/? [1:02:59<00:00,  2.34it/s]\nEpoch 0: |          | 8842/? [1:03:00<00:00,  2.34it/s]\nEpoch 0: |          | 8842/? [1:03:00<00:00,  2.34it/s]\nEpoch 0: |          | 8843/? [1:03:00<00:00,  2.34it/s]\nEpoch 0: |          | 8843/? [1:03:00<00:00,  2.34it/s]\nEpoch 0: |          | 8844/? [1:03:00<00:00,  2.34it/s]\nEpoch 0: |          | 8844/? [1:03:00<00:00,  2.34it/s]\nEpoch 0: |          | 8845/? [1:03:01<00:00,  2.34it/s]\nEpoch 0: |          | 8845/? [1:03:01<00:00,  2.34it/s]\nEpoch 0: |          | 8846/? [1:03:01<00:00,  2.34it/s]\nEpoch 0: |          | 8846/? [1:03:01<00:00,  2.34it/s]\nEpoch 0: |          | 8847/? [1:03:01<00:00,  2.34it/s]\nEpoch 0: |          | 8847/? [1:03:01<00:00,  2.34it/s]\nEpoch 0: |          | 8848/? [1:03:02<00:00,  2.34it/s]\nEpoch 0: |          | 8848/? [1:03:02<00:00,  2.34it/s]\nEpoch 0: |          | 8849/? [1:03:02<00:00,  2.34it/s]\nEpoch 0: |          | 8849/? [1:03:02<00:00,  2.34it/s]\nEpoch 0: |          | 8850/? [1:03:02<00:00,  2.34it/s]\nEpoch 0: |          | 8850/? [1:03:02<00:00,  2.34it/s]\nEpoch 0: |          | 8851/? [1:03:02<00:00,  2.34it/s]\nEpoch 0: |          | 8851/? [1:03:02<00:00,  2.34it/s]\nEpoch 0: |          | 8852/? [1:03:03<00:00,  2.34it/s]\nEpoch 0: |          | 8852/? [1:03:03<00:00,  2.34it/s]\nEpoch 0: |          | 8853/? [1:03:03<00:00,  2.34it/s]\nEpoch 0: |          | 8853/? [1:03:03<00:00,  2.34it/s]\nEpoch 0: |          | 8854/? [1:03:03<00:00,  2.34it/s]\nEpoch 0: |          | 8854/? [1:03:03<00:00,  2.34it/s]\nEpoch 0: |          | 8855/? [1:03:04<00:00,  2.34it/s]\nEpoch 0: |          | 8855/? [1:03:04<00:00,  2.34it/s]\nEpoch 0: |          | 8856/? [1:03:04<00:00,  2.34it/s]\nEpoch 0: |          | 8856/? [1:03:04<00:00,  2.34it/s]\nEpoch 0: |          | 8857/? [1:03:04<00:00,  2.34it/s]\nEpoch 0: |          | 8857/? [1:03:04<00:00,  2.34it/s]\nEpoch 0: |          | 8858/? [1:03:05<00:00,  2.34it/s]\nEpoch 0: |          | 8858/? [1:03:05<00:00,  2.34it/s]\nEpoch 0: |          | 8859/? [1:03:05<00:00,  2.34it/s]\nEpoch 0: |          | 8859/? [1:03:05<00:00,  2.34it/s]\nEpoch 0: |          | 8860/? [1:03:05<00:00,  2.34it/s]\nEpoch 0: |          | 8860/? [1:03:05<00:00,  2.34it/s]\nEpoch 0: |          | 8861/? [1:03:06<00:00,  2.34it/s]\nEpoch 0: |          | 8861/? [1:03:06<00:00,  2.34it/s]\nEpoch 0: |          | 8862/? [1:03:06<00:00,  2.34it/s]\nEpoch 0: |          | 8862/? [1:03:06<00:00,  2.34it/s]\nEpoch 0: |          | 8863/? [1:03:06<00:00,  2.34it/s]\nEpoch 0: |          | 8863/? [1:03:06<00:00,  2.34it/s]\nEpoch 0: |          | 8864/? [1:03:07<00:00,  2.34it/s]\nEpoch 0: |          | 8864/? [1:03:07<00:00,  2.34it/s]\nEpoch 0: |          | 8865/? [1:03:07<00:00,  2.34it/s]\nEpoch 0: |          | 8865/? [1:03:07<00:00,  2.34it/s]\nEpoch 0: |          | 8866/? [1:03:07<00:00,  2.34it/s]\nEpoch 0: |          | 8866/? [1:03:07<00:00,  2.34it/s]\nEpoch 0: |          | 8867/? [1:03:08<00:00,  2.34it/s]\nEpoch 0: |          | 8867/? [1:03:08<00:00,  2.34it/s]\nEpoch 0: |          | 8868/? [1:03:08<00:00,  2.34it/s]\nEpoch 0: |          | 8868/? [1:03:08<00:00,  2.34it/s]\nEpoch 0: |          | 8869/? [1:03:08<00:00,  2.34it/s]\nEpoch 0: |          | 8869/? [1:03:08<00:00,  2.34it/s]\nEpoch 0: |          | 8870/? [1:03:09<00:00,  2.34it/s]\nEpoch 0: |          | 8870/? [1:03:09<00:00,  2.34it/s]\nEpoch 0: |          | 8871/? [1:03:09<00:00,  2.34it/s]\nEpoch 0: |          | 8871/? [1:03:09<00:00,  2.34it/s]\nEpoch 0: |          | 8872/? [1:03:09<00:00,  2.34it/s]\nEpoch 0: |          | 8872/? [1:03:09<00:00,  2.34it/s]\nEpoch 0: |          | 8873/? [1:03:10<00:00,  2.34it/s]\nEpoch 0: |          | 8873/? [1:03:10<00:00,  2.34it/s]\nEpoch 0: |          | 8874/? [1:03:10<00:00,  2.34it/s]\nEpoch 0: |          | 8874/? [1:03:10<00:00,  2.34it/s]\nEpoch 0: |          | 8875/? [1:03:10<00:00,  2.34it/s]\nEpoch 0: |          | 8875/? [1:03:10<00:00,  2.34it/s]\nEpoch 0: |          | 8876/? [1:03:11<00:00,  2.34it/s]\nEpoch 0: |          | 8876/? [1:03:11<00:00,  2.34it/s]\nEpoch 0: |          | 8877/? [1:03:11<00:00,  2.34it/s]\nEpoch 0: |          | 8877/? [1:03:11<00:00,  2.34it/s]\nEpoch 0: |          | 8878/? [1:03:11<00:00,  2.34it/s]\nEpoch 0: |          | 8878/? [1:03:11<00:00,  2.34it/s]\nEpoch 0: |          | 8879/? [1:03:12<00:00,  2.34it/s]\nEpoch 0: |          | 8879/? [1:03:12<00:00,  2.34it/s]\nEpoch 0: |          | 8880/? [1:03:12<00:00,  2.34it/s]\nEpoch 0: |          | 8880/? [1:03:12<00:00,  2.34it/s]\nEpoch 0: |          | 8881/? [1:03:12<00:00,  2.34it/s]\nEpoch 0: |          | 8881/? [1:03:12<00:00,  2.34it/s]\nEpoch 0: |          | 8882/? [1:03:13<00:00,  2.34it/s]\nEpoch 0: |          | 8882/? [1:03:13<00:00,  2.34it/s]\nEpoch 0: |          | 8883/? [1:03:13<00:00,  2.34it/s]\nEpoch 0: |          | 8883/? [1:03:13<00:00,  2.34it/s]\nEpoch 0: |          | 8884/? [1:03:13<00:00,  2.34it/s]\nEpoch 0: |          | 8884/? [1:03:13<00:00,  2.34it/s]\nEpoch 0: |          | 8885/? [1:03:14<00:00,  2.34it/s]\nEpoch 0: |          | 8885/? [1:03:14<00:00,  2.34it/s]\nEpoch 0: |          | 8886/? [1:03:14<00:00,  2.34it/s]\nEpoch 0: |          | 8886/? [1:03:14<00:00,  2.34it/s]\nEpoch 0: |          | 8887/? [1:03:14<00:00,  2.34it/s]\nEpoch 0: |          | 8887/? [1:03:14<00:00,  2.34it/s]\nEpoch 0: |          | 8888/? [1:03:15<00:00,  2.34it/s]\nEpoch 0: |          | 8888/? [1:03:15<00:00,  2.34it/s]\nEpoch 0: |          | 8889/? [1:03:15<00:00,  2.34it/s]\nEpoch 0: |          | 8889/? [1:03:15<00:00,  2.34it/s]\nEpoch 0: |          | 8890/? [1:03:15<00:00,  2.34it/s]\nEpoch 0: |          | 8890/? [1:03:15<00:00,  2.34it/s]\nEpoch 0: |          | 8891/? [1:03:16<00:00,  2.34it/s]\nEpoch 0: |          | 8891/? [1:03:16<00:00,  2.34it/s]\nEpoch 0: |          | 8892/? [1:03:16<00:00,  2.34it/s]\nEpoch 0: |          | 8892/? [1:03:16<00:00,  2.34it/s]\nEpoch 0: |          | 8893/? [1:03:16<00:00,  2.34it/s]\nEpoch 0: |          | 8893/? [1:03:16<00:00,  2.34it/s]\nEpoch 0: |          | 8894/? [1:03:17<00:00,  2.34it/s]\nEpoch 0: |          | 8894/? [1:03:17<00:00,  2.34it/s]\nEpoch 0: |          | 8895/? [1:03:17<00:00,  2.34it/s]\nEpoch 0: |          | 8895/? [1:03:17<00:00,  2.34it/s]\nEpoch 0: |          | 8896/? [1:03:17<00:00,  2.34it/s]\nEpoch 0: |          | 8896/? [1:03:17<00:00,  2.34it/s]\nEpoch 0: |          | 8897/? [1:03:18<00:00,  2.34it/s]\nEpoch 0: |          | 8897/? [1:03:18<00:00,  2.34it/s]\nEpoch 0: |          | 8898/? [1:03:18<00:00,  2.34it/s]\nEpoch 0: |          | 8898/? [1:03:18<00:00,  2.34it/s]\nEpoch 0: |          | 8899/? [1:03:18<00:00,  2.34it/s]\nEpoch 0: |          | 8899/? [1:03:18<00:00,  2.34it/s]\nEpoch 0: |          | 8900/? [1:03:19<00:00,  2.34it/s]\nEpoch 0: |          | 8900/? [1:03:19<00:00,  2.34it/s]\nEpoch 0: |          | 8901/? [1:03:19<00:00,  2.34it/s]\nEpoch 0: |          | 8901/? [1:03:19<00:00,  2.34it/s]\nEpoch 0: |          | 8902/? [1:03:19<00:00,  2.34it/s]\nEpoch 0: |          | 8902/? [1:03:19<00:00,  2.34it/s]\nEpoch 0: |          | 8903/? [1:03:20<00:00,  2.34it/s]\nEpoch 0: |          | 8903/? [1:03:20<00:00,  2.34it/s]\nEpoch 0: |          | 8904/? [1:03:20<00:00,  2.34it/s]\nEpoch 0: |          | 8904/? [1:03:20<00:00,  2.34it/s]\nEpoch 0: |          | 8905/? [1:03:20<00:00,  2.34it/s]\nEpoch 0: |          | 8905/? [1:03:20<00:00,  2.34it/s]\nEpoch 0: |          | 8906/? [1:03:21<00:00,  2.34it/s]\nEpoch 0: |          | 8906/? [1:03:21<00:00,  2.34it/s]\nEpoch 0: |          | 8907/? [1:03:21<00:00,  2.34it/s]\nEpoch 0: |          | 8907/? [1:03:21<00:00,  2.34it/s]\nEpoch 0: |          | 8908/? [1:03:21<00:00,  2.34it/s]\nEpoch 0: |          | 8908/? [1:03:21<00:00,  2.34it/s]\nEpoch 0: |          | 8909/? [1:03:22<00:00,  2.34it/s]\nEpoch 0: |          | 8909/? [1:03:22<00:00,  2.34it/s]\nEpoch 0: |          | 8910/? [1:03:22<00:00,  2.34it/s]\nEpoch 0: |          | 8910/? [1:03:22<00:00,  2.34it/s]\nEpoch 0: |          | 8911/? [1:03:22<00:00,  2.34it/s]\nEpoch 0: |          | 8911/? [1:03:22<00:00,  2.34it/s]\nEpoch 0: |          | 8912/? [1:03:23<00:00,  2.34it/s]\nEpoch 0: |          | 8912/? [1:03:23<00:00,  2.34it/s]\nEpoch 0: |          | 8913/? [1:03:23<00:00,  2.34it/s]\nEpoch 0: |          | 8913/? [1:03:23<00:00,  2.34it/s]\nEpoch 0: |          | 8914/? [1:03:23<00:00,  2.34it/s]\nEpoch 0: |          | 8914/? [1:03:23<00:00,  2.34it/s]\nEpoch 0: |          | 8915/? [1:03:24<00:00,  2.34it/s]\nEpoch 0: |          | 8915/? [1:03:24<00:00,  2.34it/s]\nEpoch 0: |          | 8916/? [1:03:24<00:00,  2.34it/s]\nEpoch 0: |          | 8916/? [1:03:24<00:00,  2.34it/s]\nEpoch 0: |          | 8917/? [1:03:24<00:00,  2.34it/s]\nEpoch 0: |          | 8917/? [1:03:24<00:00,  2.34it/s]\nEpoch 0: |          | 8918/? [1:03:25<00:00,  2.34it/s]\nEpoch 0: |          | 8918/? [1:03:25<00:00,  2.34it/s]\nEpoch 0: |          | 8919/? [1:03:25<00:00,  2.34it/s]\nEpoch 0: |          | 8919/? [1:03:25<00:00,  2.34it/s]\nEpoch 0: |          | 8920/? [1:03:25<00:00,  2.34it/s]\nEpoch 0: |          | 8920/? [1:03:25<00:00,  2.34it/s]\nEpoch 0: |          | 8921/? [1:03:26<00:00,  2.34it/s]\nEpoch 0: |          | 8921/? [1:03:26<00:00,  2.34it/s]\nEpoch 0: |          | 8922/? [1:03:26<00:00,  2.34it/s]\nEpoch 0: |          | 8922/? [1:03:26<00:00,  2.34it/s]\nEpoch 0: |          | 8923/? [1:03:26<00:00,  2.34it/s]\nEpoch 0: |          | 8923/? [1:03:26<00:00,  2.34it/s]\nEpoch 0: |          | 8924/? [1:03:27<00:00,  2.34it/s]\nEpoch 0: |          | 8924/? [1:03:27<00:00,  2.34it/s]\nEpoch 0: |          | 8925/? [1:03:27<00:00,  2.34it/s]\nEpoch 0: |          | 8925/? [1:03:27<00:00,  2.34it/s]\nEpoch 0: |          | 8926/? [1:03:27<00:00,  2.34it/s]\nEpoch 0: |          | 8926/? [1:03:27<00:00,  2.34it/s]\nEpoch 0: |          | 8927/? [1:03:28<00:00,  2.34it/s]\nEpoch 0: |          | 8927/? [1:03:28<00:00,  2.34it/s]\nEpoch 0: |          | 8928/? [1:03:28<00:00,  2.34it/s]\nEpoch 0: |          | 8928/? [1:03:28<00:00,  2.34it/s]\nEpoch 0: |          | 8929/? [1:03:28<00:00,  2.34it/s]\nEpoch 0: |          | 8929/? [1:03:28<00:00,  2.34it/s]\nEpoch 0: |          | 8930/? [1:03:29<00:00,  2.34it/s]\nEpoch 0: |          | 8930/? [1:03:29<00:00,  2.34it/s]\nEpoch 0: |          | 8931/? [1:03:29<00:00,  2.34it/s]\nEpoch 0: |          | 8931/? [1:03:29<00:00,  2.34it/s]\nEpoch 0: |          | 8932/? [1:03:29<00:00,  2.34it/s]\nEpoch 0: |          | 8932/? [1:03:29<00:00,  2.34it/s]\nEpoch 0: |          | 8933/? [1:03:30<00:00,  2.34it/s]\nEpoch 0: |          | 8933/? [1:03:30<00:00,  2.34it/s]\nEpoch 0: |          | 8934/? [1:03:30<00:00,  2.34it/s]\nEpoch 0: |          | 8934/? [1:03:30<00:00,  2.34it/s]\nEpoch 0: |          | 8935/? [1:03:30<00:00,  2.34it/s]\nEpoch 0: |          | 8935/? [1:03:30<00:00,  2.34it/s]\nEpoch 0: |          | 8936/? [1:03:31<00:00,  2.34it/s]\nEpoch 0: |          | 8936/? [1:03:31<00:00,  2.34it/s]\nEpoch 0: |          | 8937/? [1:03:31<00:00,  2.34it/s]\nEpoch 0: |          | 8937/? [1:03:31<00:00,  2.34it/s]\nEpoch 0: |          | 8938/? [1:03:31<00:00,  2.34it/s]\nEpoch 0: |          | 8938/? [1:03:31<00:00,  2.34it/s]\nEpoch 0: |          | 8939/? [1:03:32<00:00,  2.34it/s]\nEpoch 0: |          | 8939/? [1:03:32<00:00,  2.34it/s]\nEpoch 0: |          | 8940/? [1:03:32<00:00,  2.34it/s]\nEpoch 0: |          | 8940/? [1:03:32<00:00,  2.34it/s]\nEpoch 0: |          | 8941/? [1:03:32<00:00,  2.35it/s]\nEpoch 0: |          | 8941/? [1:03:32<00:00,  2.35it/s]\nEpoch 0: |          | 8942/? [1:03:33<00:00,  2.35it/s]\nEpoch 0: |          | 8942/? [1:03:33<00:00,  2.35it/s]\nEpoch 0: |          | 8943/? [1:03:33<00:00,  2.35it/s]\nEpoch 0: |          | 8943/? [1:03:33<00:00,  2.35it/s]\nEpoch 0: |          | 8944/? [1:03:33<00:00,  2.35it/s]\nEpoch 0: |          | 8944/? [1:03:33<00:00,  2.35it/s]\nEpoch 0: |          | 8945/? [1:03:34<00:00,  2.35it/s]\nEpoch 0: |          | 8945/? [1:03:34<00:00,  2.35it/s]\nEpoch 0: |          | 8946/? [1:03:34<00:00,  2.35it/s]\nEpoch 0: |          | 8946/? [1:03:34<00:00,  2.35it/s]\nEpoch 0: |          | 8947/? [1:03:34<00:00,  2.35it/s]\nEpoch 0: |          | 8947/? [1:03:34<00:00,  2.35it/s]\nEpoch 0: |          | 8948/? [1:03:35<00:00,  2.35it/s]\nEpoch 0: |          | 8948/? [1:03:35<00:00,  2.35it/s]\nEpoch 0: |          | 8949/? [1:03:35<00:00,  2.35it/s]\nEpoch 0: |          | 8949/? [1:03:35<00:00,  2.35it/s]\nEpoch 0: |          | 8950/? [1:03:35<00:00,  2.35it/s]\nEpoch 0: |          | 8950/? [1:03:35<00:00,  2.35it/s]\nEpoch 0: |          | 8951/? [1:03:35<00:00,  2.35it/s]\nEpoch 0: |          | 8951/? [1:03:35<00:00,  2.35it/s]\nEpoch 0: |          | 8952/? [1:03:36<00:00,  2.35it/s]\nEpoch 0: |          | 8952/? [1:03:36<00:00,  2.35it/s]\nEpoch 0: |          | 8953/? [1:03:36<00:00,  2.35it/s]\nEpoch 0: |          | 8953/? [1:03:36<00:00,  2.35it/s]\nEpoch 0: |          | 8954/? [1:03:37<00:00,  2.35it/s]\nEpoch 0: |          | 8954/? [1:03:37<00:00,  2.35it/s]\nEpoch 0: |          | 8955/? [1:03:37<00:00,  2.35it/s]\nEpoch 0: |          | 8955/? [1:03:37<00:00,  2.35it/s]\nEpoch 0: |          | 8956/? [1:03:37<00:00,  2.35it/s]\nEpoch 0: |          | 8956/? [1:03:37<00:00,  2.35it/s]\nEpoch 0: |          | 8957/? [1:03:38<00:00,  2.35it/s]\nEpoch 0: |          | 8957/? [1:03:38<00:00,  2.35it/s]\nEpoch 0: |          | 8958/? [1:03:38<00:00,  2.35it/s]\nEpoch 0: |          | 8958/? [1:03:38<00:00,  2.35it/s]\nEpoch 0: |          | 8959/? [1:03:38<00:00,  2.35it/s]\nEpoch 0: |          | 8959/? [1:03:38<00:00,  2.35it/s]\nEpoch 0: |          | 8960/? [1:03:39<00:00,  2.35it/s]\nEpoch 0: |          | 8960/? [1:03:39<00:00,  2.35it/s]\nEpoch 0: |          | 8961/? [1:03:39<00:00,  2.35it/s]\nEpoch 0: |          | 8961/? [1:03:39<00:00,  2.35it/s]\nEpoch 0: |          | 8962/? [1:03:39<00:00,  2.35it/s]\nEpoch 0: |          | 8962/? [1:03:39<00:00,  2.35it/s]\nEpoch 0: |          | 8963/? [1:03:40<00:00,  2.35it/s]\nEpoch 0: |          | 8963/? [1:03:40<00:00,  2.35it/s]\nEpoch 0: |          | 8964/? [1:03:40<00:00,  2.35it/s]\nEpoch 0: |          | 8964/? [1:03:40<00:00,  2.35it/s]\nEpoch 0: |          | 8965/? [1:03:40<00:00,  2.35it/s]\nEpoch 0: |          | 8965/? [1:03:40<00:00,  2.35it/s]\nEpoch 0: |          | 8966/? [1:03:41<00:00,  2.35it/s]\nEpoch 0: |          | 8966/? [1:03:41<00:00,  2.35it/s]\nEpoch 0: |          | 8967/? [1:03:41<00:00,  2.35it/s]\nEpoch 0: |          | 8967/? [1:03:41<00:00,  2.35it/s]\nEpoch 0: |          | 8968/? [1:03:41<00:00,  2.35it/s]\nEpoch 0: |          | 8968/? [1:03:41<00:00,  2.35it/s]\nEpoch 0: |          | 8969/? [1:03:41<00:00,  2.35it/s]\nEpoch 0: |          | 8969/? [1:03:41<00:00,  2.35it/s]\nEpoch 0: |          | 8970/? [1:03:42<00:00,  2.35it/s]\nEpoch 0: |          | 8970/? [1:03:42<00:00,  2.35it/s]\nEpoch 0: |          | 8971/? [1:03:42<00:00,  2.35it/s]\nEpoch 0: |          | 8971/? [1:03:42<00:00,  2.35it/s]\nEpoch 0: |          | 8972/? [1:03:42<00:00,  2.35it/s]\nEpoch 0: |          | 8972/? [1:03:42<00:00,  2.35it/s]\nEpoch 0: |          | 8973/? [1:03:43<00:00,  2.35it/s]\nEpoch 0: |          | 8973/? [1:03:43<00:00,  2.35it/s]\nEpoch 0: |          | 8974/? [1:03:43<00:00,  2.35it/s]\nEpoch 0: |          | 8974/? [1:03:43<00:00,  2.35it/s]\nEpoch 0: |          | 8975/? [1:03:43<00:00,  2.35it/s]\nEpoch 0: |          | 8975/? [1:03:43<00:00,  2.35it/s]\nEpoch 0: |          | 8976/? [1:03:44<00:00,  2.35it/s]\nEpoch 0: |          | 8976/? [1:03:44<00:00,  2.35it/s]\nEpoch 0: |          | 8977/? [1:03:44<00:00,  2.35it/s]\nEpoch 0: |          | 8977/? [1:03:44<00:00,  2.35it/s]\nEpoch 0: |          | 8978/? [1:03:44<00:00,  2.35it/s]\nEpoch 0: |          | 8978/? [1:03:44<00:00,  2.35it/s]\nEpoch 0: |          | 8979/? [1:03:45<00:00,  2.35it/s]\nEpoch 0: |          | 8979/? [1:03:45<00:00,  2.35it/s]\nEpoch 0: |          | 8980/? [1:03:45<00:00,  2.35it/s]\nEpoch 0: |          | 8980/? [1:03:45<00:00,  2.35it/s]\nEpoch 0: |          | 8981/? [1:03:45<00:00,  2.35it/s]\nEpoch 0: |          | 8981/? [1:03:45<00:00,  2.35it/s]\nEpoch 0: |          | 8982/? [1:03:46<00:00,  2.35it/s]\nEpoch 0: |          | 8982/? [1:03:46<00:00,  2.35it/s]\nEpoch 0: |          | 8983/? [1:03:46<00:00,  2.35it/s]\nEpoch 0: |          | 8983/? [1:03:46<00:00,  2.35it/s]\nEpoch 0: |          | 8984/? [1:03:46<00:00,  2.35it/s]\nEpoch 0: |          | 8984/? [1:03:46<00:00,  2.35it/s]\nEpoch 0: |          | 8985/? [1:03:47<00:00,  2.35it/s]\nEpoch 0: |          | 8985/? [1:03:47<00:00,  2.35it/s]\nEpoch 0: |          | 8986/? [1:03:47<00:00,  2.35it/s]\nEpoch 0: |          | 8986/? [1:03:47<00:00,  2.35it/s]\nEpoch 0: |          | 8987/? [1:03:47<00:00,  2.35it/s]\nEpoch 0: |          | 8987/? [1:03:47<00:00,  2.35it/s]\nEpoch 0: |          | 8988/? [1:03:48<00:00,  2.35it/s]\nEpoch 0: |          | 8988/? [1:03:48<00:00,  2.35it/s]\nEpoch 0: |          | 8989/? [1:03:48<00:00,  2.35it/s]\nEpoch 0: |          | 8989/? [1:03:48<00:00,  2.35it/s]\nEpoch 0: |          | 8990/? [1:03:48<00:00,  2.35it/s]\nEpoch 0: |          | 8990/? [1:03:48<00:00,  2.35it/s]\nEpoch 0: |          | 8991/? [1:03:49<00:00,  2.35it/s]\nEpoch 0: |          | 8991/? [1:03:49<00:00,  2.35it/s]\nEpoch 0: |          | 8992/? [1:03:49<00:00,  2.35it/s]\nEpoch 0: |          | 8992/? [1:03:49<00:00,  2.35it/s]\nEpoch 0: |          | 8993/? [1:03:49<00:00,  2.35it/s]\nEpoch 0: |          | 8993/? [1:03:49<00:00,  2.35it/s]\nEpoch 0: |          | 8994/? [1:03:50<00:00,  2.35it/s]\nEpoch 0: |          | 8994/? [1:03:50<00:00,  2.35it/s]\nEpoch 0: |          | 8995/? [1:03:50<00:00,  2.35it/s]\nEpoch 0: |          | 8995/? [1:03:50<00:00,  2.35it/s]\nEpoch 0: |          | 8996/? [1:03:50<00:00,  2.35it/s]\nEpoch 0: |          | 8996/? [1:03:50<00:00,  2.35it/s]\nEpoch 0: |          | 8997/? [1:03:51<00:00,  2.35it/s]\nEpoch 0: |          | 8997/? [1:03:51<00:00,  2.35it/s]\nEpoch 0: |          | 8998/? [1:03:51<00:00,  2.35it/s]\nEpoch 0: |          | 8998/? [1:03:51<00:00,  2.35it/s]\nEpoch 0: |          | 8999/? [1:03:51<00:00,  2.35it/s]\nEpoch 0: |          | 8999/? [1:03:51<00:00,  2.35it/s]\nEpoch 0: |          | 9000/? [1:03:52<00:00,  2.35it/s]\nEpoch 0: |          | 9000/? [1:03:52<00:00,  2.35it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.53it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.89it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.55it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.60it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 9000/? [1:03:52<00:00,  2.35it/s]\nEpoch 0: |          | 9001/? [1:03:52<00:00,  2.35it/s]\nEpoch 0: |          | 9001/? [1:03:52<00:00,  2.35it/s]\nEpoch 0: |          | 9002/? [1:03:53<00:00,  2.35it/s]\nEpoch 0: |          | 9002/? [1:03:53<00:00,  2.35it/s]\nEpoch 0: |          | 9003/? [1:03:53<00:00,  2.35it/s]\nEpoch 0: |          | 9003/? [1:03:53<00:00,  2.35it/s]\nEpoch 0: |          | 9004/? [1:03:53<00:00,  2.35it/s]\nEpoch 0: |          | 9004/? [1:03:53<00:00,  2.35it/s]\nEpoch 0: |          | 9005/? [1:03:54<00:00,  2.35it/s]\nEpoch 0: |          | 9005/? [1:03:54<00:00,  2.35it/s]\nEpoch 0: |          | 9006/? [1:03:54<00:00,  2.35it/s]\nEpoch 0: |          | 9006/? [1:03:54<00:00,  2.35it/s]\nEpoch 0: |          | 9007/? [1:03:54<00:00,  2.35it/s]\nEpoch 0: |          | 9007/? [1:03:54<00:00,  2.35it/s]\nEpoch 0: |          | 9008/? [1:03:55<00:00,  2.35it/s]\nEpoch 0: |          | 9008/? [1:03:55<00:00,  2.35it/s]\nEpoch 0: |          | 9009/? [1:03:55<00:00,  2.35it/s]\nEpoch 0: |          | 9009/? [1:03:55<00:00,  2.35it/s]\nEpoch 0: |          | 9010/? [1:03:55<00:00,  2.35it/s]\nEpoch 0: |          | 9010/? [1:03:55<00:00,  2.35it/s]\nEpoch 0: |          | 9011/? [1:03:56<00:00,  2.35it/s]\nEpoch 0: |          | 9011/? [1:03:56<00:00,  2.35it/s]\nEpoch 0: |          | 9012/? [1:03:56<00:00,  2.35it/s]\nEpoch 0: |          | 9012/? [1:03:56<00:00,  2.35it/s]\nEpoch 0: |          | 9013/? [1:03:56<00:00,  2.35it/s]\nEpoch 0: |          | 9013/? [1:03:56<00:00,  2.35it/s]\nEpoch 0: |          | 9014/? [1:03:57<00:00,  2.35it/s]\nEpoch 0: |          | 9014/? [1:03:57<00:00,  2.35it/s]\nEpoch 0: |          | 9015/? [1:03:57<00:00,  2.35it/s]\nEpoch 0: |          | 9015/? [1:03:57<00:00,  2.35it/s]\nEpoch 0: |          | 9016/? [1:03:57<00:00,  2.35it/s]\nEpoch 0: |          | 9016/? [1:03:57<00:00,  2.35it/s]\nEpoch 0: |          | 9017/? [1:03:58<00:00,  2.35it/s]\nEpoch 0: |          | 9017/? [1:03:58<00:00,  2.35it/s]\nEpoch 0: |          | 9018/? [1:03:58<00:00,  2.35it/s]\nEpoch 0: |          | 9018/? [1:03:58<00:00,  2.35it/s]\nEpoch 0: |          | 9019/? [1:03:58<00:00,  2.35it/s]\nEpoch 0: |          | 9019/? [1:03:58<00:00,  2.35it/s]\nEpoch 0: |          | 9020/? [1:03:59<00:00,  2.35it/s]\nEpoch 0: |          | 9020/? [1:03:59<00:00,  2.35it/s]\nEpoch 0: |          | 9021/? [1:03:59<00:00,  2.35it/s]\nEpoch 0: |          | 9021/? [1:03:59<00:00,  2.35it/s]\nEpoch 0: |          | 9022/? [1:03:59<00:00,  2.35it/s]\nEpoch 0: |          | 9022/? [1:03:59<00:00,  2.35it/s]\nEpoch 0: |          | 9023/? [1:04:00<00:00,  2.35it/s]\nEpoch 0: |          | 9023/? [1:04:00<00:00,  2.35it/s]\nEpoch 0: |          | 9024/? [1:04:00<00:00,  2.35it/s]\nEpoch 0: |          | 9024/? [1:04:00<00:00,  2.35it/s]\nEpoch 0: |          | 9025/? [1:04:00<00:00,  2.35it/s]\nEpoch 0: |          | 9025/? [1:04:00<00:00,  2.35it/s]\nEpoch 0: |          | 9026/? [1:04:01<00:00,  2.35it/s]\nEpoch 0: |          | 9026/? [1:04:01<00:00,  2.35it/s]\nEpoch 0: |          | 9027/? [1:04:01<00:00,  2.35it/s]\nEpoch 0: |          | 9027/? [1:04:01<00:00,  2.35it/s]\nEpoch 0: |          | 9028/? [1:04:01<00:00,  2.35it/s]\nEpoch 0: |          | 9028/? [1:04:01<00:00,  2.35it/s]\nEpoch 0: |          | 9029/? [1:04:02<00:00,  2.35it/s]\nEpoch 0: |          | 9029/? [1:04:02<00:00,  2.35it/s]\nEpoch 0: |          | 9030/? [1:04:02<00:00,  2.35it/s]\nEpoch 0: |          | 9030/? [1:04:02<00:00,  2.35it/s]\nEpoch 0: |          | 9031/? [1:04:02<00:00,  2.35it/s]\nEpoch 0: |          | 9031/? [1:04:02<00:00,  2.35it/s]\nEpoch 0: |          | 9032/? [1:04:03<00:00,  2.35it/s]\nEpoch 0: |          | 9032/? [1:04:03<00:00,  2.35it/s]\nEpoch 0: |          | 9033/? [1:04:03<00:00,  2.35it/s]\nEpoch 0: |          | 9033/? [1:04:03<00:00,  2.35it/s]\nEpoch 0: |          | 9034/? [1:04:03<00:00,  2.35it/s]\nEpoch 0: |          | 9034/? [1:04:03<00:00,  2.35it/s]\nEpoch 0: |          | 9035/? [1:04:04<00:00,  2.35it/s]\nEpoch 0: |          | 9035/? [1:04:04<00:00,  2.35it/s]\nEpoch 0: |          | 9036/? [1:04:04<00:00,  2.35it/s]\nEpoch 0: |          | 9036/? [1:04:04<00:00,  2.35it/s]\nEpoch 0: |          | 9037/? [1:04:04<00:00,  2.35it/s]\nEpoch 0: |          | 9037/? [1:04:04<00:00,  2.35it/s]\nEpoch 0: |          | 9038/? [1:04:04<00:00,  2.35it/s]\nEpoch 0: |          | 9038/? [1:04:04<00:00,  2.35it/s]\nEpoch 0: |          | 9039/? [1:04:05<00:00,  2.35it/s]\nEpoch 0: |          | 9039/? [1:04:05<00:00,  2.35it/s]\nEpoch 0: |          | 9040/? [1:04:05<00:00,  2.35it/s]\nEpoch 0: |          | 9040/? [1:04:05<00:00,  2.35it/s]\nEpoch 0: |          | 9041/? [1:04:05<00:00,  2.35it/s]\nEpoch 0: |          | 9041/? [1:04:05<00:00,  2.35it/s]\nEpoch 0: |          | 9042/? [1:04:06<00:00,  2.35it/s]\nEpoch 0: |          | 9042/? [1:04:06<00:00,  2.35it/s]\nEpoch 0: |          | 9043/? [1:04:06<00:00,  2.35it/s]\nEpoch 0: |          | 9043/? [1:04:06<00:00,  2.35it/s]\nEpoch 0: |          | 9044/? [1:04:06<00:00,  2.35it/s]\nEpoch 0: |          | 9044/? [1:04:06<00:00,  2.35it/s]\nEpoch 0: |          | 9045/? [1:04:07<00:00,  2.35it/s]\nEpoch 0: |          | 9045/? [1:04:07<00:00,  2.35it/s]\nEpoch 0: |          | 9046/? [1:04:07<00:00,  2.35it/s]\nEpoch 0: |          | 9046/? [1:04:07<00:00,  2.35it/s]\nEpoch 0: |          | 9047/? [1:04:07<00:00,  2.35it/s]\nEpoch 0: |          | 9047/? [1:04:07<00:00,  2.35it/s]\nEpoch 0: |          | 9048/? [1:04:08<00:00,  2.35it/s]\nEpoch 0: |          | 9048/? [1:04:08<00:00,  2.35it/s]\nEpoch 0: |          | 9049/? [1:04:08<00:00,  2.35it/s]\nEpoch 0: |          | 9049/? [1:04:08<00:00,  2.35it/s]\nEpoch 0: |          | 9050/? [1:04:08<00:00,  2.35it/s]\nEpoch 0: |          | 9050/? [1:04:08<00:00,  2.35it/s]\nEpoch 0: |          | 9051/? [1:04:09<00:00,  2.35it/s]\nEpoch 0: |          | 9051/? [1:04:09<00:00,  2.35it/s]\nEpoch 0: |          | 9052/? [1:04:09<00:00,  2.35it/s]\nEpoch 0: |          | 9052/? [1:04:09<00:00,  2.35it/s]\nEpoch 0: |          | 9053/? [1:04:09<00:00,  2.35it/s]\nEpoch 0: |          | 9053/? [1:04:09<00:00,  2.35it/s]\nEpoch 0: |          | 9054/? [1:04:10<00:00,  2.35it/s]\nEpoch 0: |          | 9054/? [1:04:10<00:00,  2.35it/s]\nEpoch 0: |          | 9055/? [1:04:10<00:00,  2.35it/s]\nEpoch 0: |          | 9055/? [1:04:10<00:00,  2.35it/s]\nEpoch 0: |          | 9056/? [1:04:10<00:00,  2.35it/s]\nEpoch 0: |          | 9056/? [1:04:10<00:00,  2.35it/s]\nEpoch 0: |          | 9057/? [1:04:11<00:00,  2.35it/s]\nEpoch 0: |          | 9057/? [1:04:11<00:00,  2.35it/s]\nEpoch 0: |          | 9058/? [1:04:11<00:00,  2.35it/s]\nEpoch 0: |          | 9058/? [1:04:11<00:00,  2.35it/s]\nEpoch 0: |          | 9059/? [1:04:11<00:00,  2.35it/s]\nEpoch 0: |          | 9059/? [1:04:11<00:00,  2.35it/s]\nEpoch 0: |          | 9060/? [1:04:12<00:00,  2.35it/s]\nEpoch 0: |          | 9060/? [1:04:12<00:00,  2.35it/s]\nEpoch 0: |          | 9061/? [1:04:12<00:00,  2.35it/s]\nEpoch 0: |          | 9061/? [1:04:12<00:00,  2.35it/s]\nEpoch 0: |          | 9062/? [1:04:12<00:00,  2.35it/s]\nEpoch 0: |          | 9062/? [1:04:12<00:00,  2.35it/s]\nEpoch 0: |          | 9063/? [1:04:13<00:00,  2.35it/s]\nEpoch 0: |          | 9063/? [1:04:13<00:00,  2.35it/s]\nEpoch 0: |          | 9064/? [1:04:13<00:00,  2.35it/s]\nEpoch 0: |          | 9064/? [1:04:13<00:00,  2.35it/s]\nEpoch 0: |          | 9065/? [1:04:13<00:00,  2.35it/s]\nEpoch 0: |          | 9065/? [1:04:13<00:00,  2.35it/s]\nEpoch 0: |          | 9066/? [1:04:14<00:00,  2.35it/s]\nEpoch 0: |          | 9066/? [1:04:14<00:00,  2.35it/s]\nEpoch 0: |          | 9067/? [1:04:14<00:00,  2.35it/s]\nEpoch 0: |          | 9067/? [1:04:14<00:00,  2.35it/s]\nEpoch 0: |          | 9068/? [1:04:14<00:00,  2.35it/s]\nEpoch 0: |          | 9068/? [1:04:14<00:00,  2.35it/s]\nEpoch 0: |          | 9069/? [1:04:15<00:00,  2.35it/s]\nEpoch 0: |          | 9069/? [1:04:15<00:00,  2.35it/s]\nEpoch 0: |          | 9070/? [1:04:15<00:00,  2.35it/s]\nEpoch 0: |          | 9070/? [1:04:15<00:00,  2.35it/s]\nEpoch 0: |          | 9071/? [1:04:15<00:00,  2.35it/s]\nEpoch 0: |          | 9071/? [1:04:15<00:00,  2.35it/s]\nEpoch 0: |          | 9072/? [1:04:16<00:00,  2.35it/s]\nEpoch 0: |          | 9072/? [1:04:16<00:00,  2.35it/s]\nEpoch 0: |          | 9073/? [1:04:16<00:00,  2.35it/s]\nEpoch 0: |          | 9073/? [1:04:16<00:00,  2.35it/s]\nEpoch 0: |          | 9074/? [1:04:16<00:00,  2.35it/s]\nEpoch 0: |          | 9074/? [1:04:16<00:00,  2.35it/s]\nEpoch 0: |          | 9075/? [1:04:17<00:00,  2.35it/s]\nEpoch 0: |          | 9075/? [1:04:17<00:00,  2.35it/s]\nEpoch 0: |          | 9076/? [1:04:17<00:00,  2.35it/s]\nEpoch 0: |          | 9076/? [1:04:17<00:00,  2.35it/s]\nEpoch 0: |          | 9077/? [1:04:17<00:00,  2.35it/s]\nEpoch 0: |          | 9077/? [1:04:17<00:00,  2.35it/s]\nEpoch 0: |          | 9078/? [1:04:18<00:00,  2.35it/s]\nEpoch 0: |          | 9078/? [1:04:18<00:00,  2.35it/s]\nEpoch 0: |          | 9079/? [1:04:18<00:00,  2.35it/s]\nEpoch 0: |          | 9079/? [1:04:18<00:00,  2.35it/s]\nEpoch 0: |          | 9080/? [1:04:18<00:00,  2.35it/s]\nEpoch 0: |          | 9080/? [1:04:18<00:00,  2.35it/s]\nEpoch 0: |          | 9081/? [1:04:19<00:00,  2.35it/s]\nEpoch 0: |          | 9081/? [1:04:19<00:00,  2.35it/s]\nEpoch 0: |          | 9082/? [1:04:19<00:00,  2.35it/s]\nEpoch 0: |          | 9082/? [1:04:19<00:00,  2.35it/s]\nEpoch 0: |          | 9083/? [1:04:19<00:00,  2.35it/s]\nEpoch 0: |          | 9083/? [1:04:19<00:00,  2.35it/s]\nEpoch 0: |          | 9084/? [1:04:20<00:00,  2.35it/s]\nEpoch 0: |          | 9084/? [1:04:20<00:00,  2.35it/s]\nEpoch 0: |          | 9085/? [1:04:20<00:00,  2.35it/s]\nEpoch 0: |          | 9085/? [1:04:20<00:00,  2.35it/s]\nEpoch 0: |          | 9086/? [1:04:20<00:00,  2.35it/s]\nEpoch 0: |          | 9086/? [1:04:20<00:00,  2.35it/s]\nEpoch 0: |          | 9087/? [1:04:21<00:00,  2.35it/s]\nEpoch 0: |          | 9087/? [1:04:21<00:00,  2.35it/s]\nEpoch 0: |          | 9088/? [1:04:21<00:00,  2.35it/s]\nEpoch 0: |          | 9088/? [1:04:21<00:00,  2.35it/s]\nEpoch 0: |          | 9089/? [1:04:21<00:00,  2.35it/s]\nEpoch 0: |          | 9089/? [1:04:21<00:00,  2.35it/s]\nEpoch 0: |          | 9090/? [1:04:21<00:00,  2.35it/s]\nEpoch 0: |          | 9090/? [1:04:21<00:00,  2.35it/s]\nEpoch 0: |          | 9091/? [1:04:22<00:00,  2.35it/s]\nEpoch 0: |          | 9091/? [1:04:22<00:00,  2.35it/s]\nEpoch 0: |          | 9092/? [1:04:22<00:00,  2.35it/s]\nEpoch 0: |          | 9092/? [1:04:22<00:00,  2.35it/s]\nEpoch 0: |          | 9093/? [1:04:22<00:00,  2.35it/s]\nEpoch 0: |          | 9093/? [1:04:22<00:00,  2.35it/s]\nEpoch 0: |          | 9094/? [1:04:23<00:00,  2.35it/s]\nEpoch 0: |          | 9094/? [1:04:23<00:00,  2.35it/s]\nEpoch 0: |          | 9095/? [1:04:23<00:00,  2.35it/s]\nEpoch 0: |          | 9095/? [1:04:23<00:00,  2.35it/s]\nEpoch 0: |          | 9096/? [1:04:23<00:00,  2.35it/s]\nEpoch 0: |          | 9096/? [1:04:23<00:00,  2.35it/s]\nEpoch 0: |          | 9097/? [1:04:24<00:00,  2.35it/s]\nEpoch 0: |          | 9097/? [1:04:24<00:00,  2.35it/s]\nEpoch 0: |          | 9098/? [1:04:24<00:00,  2.35it/s]\nEpoch 0: |          | 9098/? [1:04:24<00:00,  2.35it/s]\nEpoch 0: |          | 9099/? [1:04:24<00:00,  2.35it/s]\nEpoch 0: |          | 9099/? [1:04:24<00:00,  2.35it/s]\nEpoch 0: |          | 9100/? [1:04:25<00:00,  2.35it/s]\nEpoch 0: |          | 9100/? [1:04:25<00:00,  2.35it/s]\nEpoch 0: |          | 9101/? [1:04:25<00:00,  2.35it/s]\nEpoch 0: |          | 9101/? [1:04:25<00:00,  2.35it/s]\nEpoch 0: |          | 9102/? [1:04:25<00:00,  2.35it/s]\nEpoch 0: |          | 9102/? [1:04:25<00:00,  2.35it/s]\nEpoch 0: |          | 9103/? [1:04:26<00:00,  2.35it/s]\nEpoch 0: |          | 9103/? [1:04:26<00:00,  2.35it/s]\nEpoch 0: |          | 9104/? [1:04:26<00:00,  2.35it/s]\nEpoch 0: |          | 9104/? [1:04:26<00:00,  2.35it/s]\nEpoch 0: |          | 9105/? [1:04:26<00:00,  2.35it/s]\nEpoch 0: |          | 9105/? [1:04:26<00:00,  2.35it/s]\nEpoch 0: |          | 9106/? [1:04:27<00:00,  2.35it/s]\nEpoch 0: |          | 9106/? [1:04:27<00:00,  2.35it/s]\nEpoch 0: |          | 9107/? [1:04:27<00:00,  2.35it/s]\nEpoch 0: |          | 9107/? [1:04:27<00:00,  2.35it/s]\nEpoch 0: |          | 9108/? [1:04:27<00:00,  2.35it/s]\nEpoch 0: |          | 9108/? [1:04:27<00:00,  2.35it/s]\nEpoch 0: |          | 9109/? [1:04:28<00:00,  2.35it/s]\nEpoch 0: |          | 9109/? [1:04:28<00:00,  2.35it/s]\nEpoch 0: |          | 9110/? [1:04:28<00:00,  2.35it/s]\nEpoch 0: |          | 9110/? [1:04:28<00:00,  2.35it/s]\nEpoch 0: |          | 9111/? [1:04:28<00:00,  2.36it/s]\nEpoch 0: |          | 9111/? [1:04:28<00:00,  2.36it/s]\nEpoch 0: |          | 9112/? [1:04:29<00:00,  2.36it/s]\nEpoch 0: |          | 9112/? [1:04:29<00:00,  2.36it/s]\nEpoch 0: |          | 9113/? [1:04:29<00:00,  2.36it/s]\nEpoch 0: |          | 9113/? [1:04:29<00:00,  2.36it/s]\nEpoch 0: |          | 9114/? [1:04:29<00:00,  2.36it/s]\nEpoch 0: |          | 9114/? [1:04:29<00:00,  2.36it/s]\nEpoch 0: |          | 9115/? [1:04:30<00:00,  2.36it/s]\nEpoch 0: |          | 9115/? [1:04:30<00:00,  2.36it/s]\nEpoch 0: |          | 9116/? [1:04:30<00:00,  2.36it/s]\nEpoch 0: |          | 9116/? [1:04:30<00:00,  2.36it/s]\nEpoch 0: |          | 9117/? [1:04:30<00:00,  2.36it/s]\nEpoch 0: |          | 9117/? [1:04:30<00:00,  2.36it/s]\nEpoch 0: |          | 9118/? [1:04:31<00:00,  2.36it/s]\nEpoch 0: |          | 9118/? [1:04:31<00:00,  2.36it/s]\nEpoch 0: |          | 9119/? [1:04:31<00:00,  2.36it/s]\nEpoch 0: |          | 9119/? [1:04:31<00:00,  2.36it/s]\nEpoch 0: |          | 9120/? [1:04:31<00:00,  2.36it/s]\nEpoch 0: |          | 9120/? [1:04:31<00:00,  2.36it/s]\nEpoch 0: |          | 9121/? [1:04:32<00:00,  2.36it/s]\nEpoch 0: |          | 9121/? [1:04:32<00:00,  2.36it/s]\nEpoch 0: |          | 9122/? [1:04:32<00:00,  2.36it/s]\nEpoch 0: |          | 9122/? [1:04:32<00:00,  2.36it/s]\nEpoch 0: |          | 9123/? [1:04:32<00:00,  2.36it/s]\nEpoch 0: |          | 9123/? [1:04:32<00:00,  2.36it/s]\nEpoch 0: |          | 9124/? [1:04:33<00:00,  2.36it/s]\nEpoch 0: |          | 9124/? [1:04:33<00:00,  2.36it/s]\nEpoch 0: |          | 9125/? [1:04:33<00:00,  2.36it/s]\nEpoch 0: |          | 9125/? [1:04:33<00:00,  2.36it/s]\nEpoch 0: |          | 9126/? [1:04:33<00:00,  2.36it/s]\nEpoch 0: |          | 9126/? [1:04:33<00:00,  2.36it/s]\nEpoch 0: |          | 9127/? [1:04:33<00:00,  2.36it/s]\nEpoch 0: |          | 9127/? [1:04:33<00:00,  2.36it/s]\nEpoch 0: |          | 9128/? [1:04:34<00:00,  2.36it/s]\nEpoch 0: |          | 9128/? [1:04:34<00:00,  2.36it/s]\nEpoch 0: |          | 9129/? [1:04:34<00:00,  2.36it/s]\nEpoch 0: |          | 9129/? [1:04:34<00:00,  2.36it/s]\nEpoch 0: |          | 9130/? [1:04:34<00:00,  2.36it/s]\nEpoch 0: |          | 9130/? [1:04:34<00:00,  2.36it/s]\nEpoch 0: |          | 9131/? [1:04:35<00:00,  2.36it/s]\nEpoch 0: |          | 9131/? [1:04:35<00:00,  2.36it/s]\nEpoch 0: |          | 9132/? [1:04:35<00:00,  2.36it/s]\nEpoch 0: |          | 9132/? [1:04:35<00:00,  2.36it/s]\nEpoch 0: |          | 9133/? [1:04:35<00:00,  2.36it/s]\nEpoch 0: |          | 9133/? [1:04:35<00:00,  2.36it/s]\nEpoch 0: |          | 9134/? [1:04:36<00:00,  2.36it/s]\nEpoch 0: |          | 9134/? [1:04:36<00:00,  2.36it/s]\nEpoch 0: |          | 9135/? [1:04:36<00:00,  2.36it/s]\nEpoch 0: |          | 9135/? [1:04:36<00:00,  2.36it/s]\nEpoch 0: |          | 9136/? [1:04:36<00:00,  2.36it/s]\nEpoch 0: |          | 9136/? [1:04:36<00:00,  2.36it/s]\nEpoch 0: |          | 9137/? [1:04:37<00:00,  2.36it/s]\nEpoch 0: |          | 9137/? [1:04:37<00:00,  2.36it/s]\nEpoch 0: |          | 9138/? [1:04:37<00:00,  2.36it/s]\nEpoch 0: |          | 9138/? [1:04:37<00:00,  2.36it/s]\nEpoch 0: |          | 9139/? [1:04:37<00:00,  2.36it/s]\nEpoch 0: |          | 9139/? [1:04:37<00:00,  2.36it/s]\nEpoch 0: |          | 9140/? [1:04:38<00:00,  2.36it/s]\nEpoch 0: |          | 9140/? [1:04:38<00:00,  2.36it/s]\nEpoch 0: |          | 9141/? [1:04:38<00:00,  2.36it/s]\nEpoch 0: |          | 9141/? [1:04:38<00:00,  2.36it/s]\nEpoch 0: |          | 9142/? [1:04:38<00:00,  2.36it/s]\nEpoch 0: |          | 9142/? [1:04:38<00:00,  2.36it/s]\nEpoch 0: |          | 9143/? [1:04:39<00:00,  2.36it/s]\nEpoch 0: |          | 9143/? [1:04:39<00:00,  2.36it/s]\nEpoch 0: |          | 9144/? [1:04:39<00:00,  2.36it/s]\nEpoch 0: |          | 9144/? [1:04:39<00:00,  2.36it/s]\nEpoch 0: |          | 9145/? [1:04:39<00:00,  2.36it/s]\nEpoch 0: |          | 9145/? [1:04:39<00:00,  2.36it/s]\nEpoch 0: |          | 9146/? [1:04:40<00:00,  2.36it/s]\nEpoch 0: |          | 9146/? [1:04:40<00:00,  2.36it/s]\nEpoch 0: |          | 9147/? [1:04:40<00:00,  2.36it/s]\nEpoch 0: |          | 9147/? [1:04:40<00:00,  2.36it/s]\nEpoch 0: |          | 9148/? [1:04:40<00:00,  2.36it/s]\nEpoch 0: |          | 9148/? [1:04:40<00:00,  2.36it/s]\nEpoch 0: |          | 9149/? [1:04:41<00:00,  2.36it/s]\nEpoch 0: |          | 9149/? [1:04:41<00:00,  2.36it/s]\nEpoch 0: |          | 9150/? [1:04:41<00:00,  2.36it/s]\nEpoch 0: |          | 9150/? [1:04:41<00:00,  2.36it/s]\nEpoch 0: |          | 9151/? [1:04:41<00:00,  2.36it/s]\nEpoch 0: |          | 9151/? [1:04:41<00:00,  2.36it/s]\nEpoch 0: |          | 9152/? [1:04:42<00:00,  2.36it/s]\nEpoch 0: |          | 9152/? [1:04:42<00:00,  2.36it/s]\nEpoch 0: |          | 9153/? [1:04:42<00:00,  2.36it/s]\nEpoch 0: |          | 9153/? [1:04:42<00:00,  2.36it/s]\nEpoch 0: |          | 9154/? [1:04:43<00:00,  2.36it/s]\nEpoch 0: |          | 9154/? [1:04:43<00:00,  2.36it/s]\nEpoch 0: |          | 9155/? [1:04:43<00:00,  2.36it/s]\nEpoch 0: |          | 9155/? [1:04:43<00:00,  2.36it/s]\nEpoch 0: |          | 9156/? [1:04:43<00:00,  2.36it/s]\nEpoch 0: |          | 9156/? [1:04:43<00:00,  2.36it/s]\nEpoch 0: |          | 9157/? [1:04:43<00:00,  2.36it/s]\nEpoch 0: |          | 9157/? [1:04:43<00:00,  2.36it/s]\nEpoch 0: |          | 9158/? [1:04:44<00:00,  2.36it/s]\nEpoch 0: |          | 9158/? [1:04:44<00:00,  2.36it/s]\nEpoch 0: |          | 9159/? [1:04:44<00:00,  2.36it/s]\nEpoch 0: |          | 9159/? [1:04:44<00:00,  2.36it/s]\nEpoch 0: |          | 9160/? [1:04:44<00:00,  2.36it/s]\nEpoch 0: |          | 9160/? [1:04:44<00:00,  2.36it/s]\nEpoch 0: |          | 9161/? [1:04:45<00:00,  2.36it/s]\nEpoch 0: |          | 9161/? [1:04:45<00:00,  2.36it/s]\nEpoch 0: |          | 9162/? [1:04:45<00:00,  2.36it/s]\nEpoch 0: |          | 9162/? [1:04:45<00:00,  2.36it/s]\nEpoch 0: |          | 9163/? [1:04:45<00:00,  2.36it/s]\nEpoch 0: |          | 9163/? [1:04:45<00:00,  2.36it/s]\nEpoch 0: |          | 9164/? [1:04:46<00:00,  2.36it/s]\nEpoch 0: |          | 9164/? [1:04:46<00:00,  2.36it/s]\nEpoch 0: |          | 9165/? [1:04:46<00:00,  2.36it/s]\nEpoch 0: |          | 9165/? [1:04:46<00:00,  2.36it/s]\nEpoch 0: |          | 9166/? [1:04:46<00:00,  2.36it/s]\nEpoch 0: |          | 9166/? [1:04:46<00:00,  2.36it/s]\nEpoch 0: |          | 9167/? [1:04:47<00:00,  2.36it/s]\nEpoch 0: |          | 9167/? [1:04:47<00:00,  2.36it/s]\nEpoch 0: |          | 9168/? [1:04:47<00:00,  2.36it/s]\nEpoch 0: |          | 9168/? [1:04:47<00:00,  2.36it/s]\nEpoch 0: |          | 9169/? [1:04:47<00:00,  2.36it/s]\nEpoch 0: |          | 9169/? [1:04:47<00:00,  2.36it/s]\nEpoch 0: |          | 9170/? [1:04:48<00:00,  2.36it/s]\nEpoch 0: |          | 9170/? [1:04:48<00:00,  2.36it/s]\nEpoch 0: |          | 9171/? [1:04:48<00:00,  2.36it/s]\nEpoch 0: |          | 9171/? [1:04:48<00:00,  2.36it/s]\nEpoch 0: |          | 9172/? [1:04:48<00:00,  2.36it/s]\nEpoch 0: |          | 9172/? [1:04:48<00:00,  2.36it/s]\nEpoch 0: |          | 9173/? [1:04:49<00:00,  2.36it/s]\nEpoch 0: |          | 9173/? [1:04:49<00:00,  2.36it/s]\nEpoch 0: |          | 9174/? [1:04:49<00:00,  2.36it/s]\nEpoch 0: |          | 9174/? [1:04:49<00:00,  2.36it/s]\nEpoch 0: |          | 9175/? [1:04:49<00:00,  2.36it/s]\nEpoch 0: |          | 9175/? [1:04:49<00:00,  2.36it/s]\nEpoch 0: |          | 9176/? [1:04:50<00:00,  2.36it/s]\nEpoch 0: |          | 9176/? [1:04:50<00:00,  2.36it/s]\nEpoch 0: |          | 9177/? [1:04:50<00:00,  2.36it/s]\nEpoch 0: |          | 9177/? [1:04:50<00:00,  2.36it/s]\nEpoch 0: |          | 9178/? [1:04:50<00:00,  2.36it/s]\nEpoch 0: |          | 9178/? [1:04:50<00:00,  2.36it/s]\nEpoch 0: |          | 9179/? [1:04:51<00:00,  2.36it/s]\nEpoch 0: |          | 9179/? [1:04:51<00:00,  2.36it/s]\nEpoch 0: |          | 9180/? [1:04:51<00:00,  2.36it/s]\nEpoch 0: |          | 9180/? [1:04:51<00:00,  2.36it/s]\nEpoch 0: |          | 9181/? [1:04:51<00:00,  2.36it/s]\nEpoch 0: |          | 9181/? [1:04:51<00:00,  2.36it/s]\nEpoch 0: |          | 9182/? [1:04:52<00:00,  2.36it/s]\nEpoch 0: |          | 9182/? [1:04:52<00:00,  2.36it/s]\nEpoch 0: |          | 9183/? [1:04:52<00:00,  2.36it/s]\nEpoch 0: |          | 9183/? [1:04:52<00:00,  2.36it/s]\nEpoch 0: |          | 9184/? [1:04:52<00:00,  2.36it/s]\nEpoch 0: |          | 9184/? [1:04:52<00:00,  2.36it/s]\nEpoch 0: |          | 9185/? [1:04:53<00:00,  2.36it/s]\nEpoch 0: |          | 9185/? [1:04:53<00:00,  2.36it/s]\nEpoch 0: |          | 9186/? [1:04:53<00:00,  2.36it/s]\nEpoch 0: |          | 9186/? [1:04:53<00:00,  2.36it/s]\nEpoch 0: |          | 9187/? [1:04:53<00:00,  2.36it/s]\nEpoch 0: |          | 9187/? [1:04:53<00:00,  2.36it/s]\nEpoch 0: |          | 9188/? [1:04:54<00:00,  2.36it/s]\nEpoch 0: |          | 9188/? [1:04:54<00:00,  2.36it/s]\nEpoch 0: |          | 9189/? [1:04:54<00:00,  2.36it/s]\nEpoch 0: |          | 9189/? [1:04:54<00:00,  2.36it/s]\nEpoch 0: |          | 9190/? [1:04:54<00:00,  2.36it/s]\nEpoch 0: |          | 9190/? [1:04:54<00:00,  2.36it/s]\nEpoch 0: |          | 9191/? [1:04:55<00:00,  2.36it/s]\nEpoch 0: |          | 9191/? [1:04:55<00:00,  2.36it/s]\nEpoch 0: |          | 9192/? [1:04:55<00:00,  2.36it/s]\nEpoch 0: |          | 9192/? [1:04:55<00:00,  2.36it/s]\nEpoch 0: |          | 9193/? [1:04:55<00:00,  2.36it/s]\nEpoch 0: |          | 9193/? [1:04:55<00:00,  2.36it/s]\nEpoch 0: |          | 9194/? [1:04:56<00:00,  2.36it/s]\nEpoch 0: |          | 9194/? [1:04:56<00:00,  2.36it/s]\nEpoch 0: |          | 9195/? [1:04:56<00:00,  2.36it/s]\nEpoch 0: |          | 9195/? [1:04:56<00:00,  2.36it/s]\nEpoch 0: |          | 9196/? [1:04:56<00:00,  2.36it/s]\nEpoch 0: |          | 9196/? [1:04:56<00:00,  2.36it/s]\nEpoch 0: |          | 9197/? [1:04:57<00:00,  2.36it/s]\nEpoch 0: |          | 9197/? [1:04:57<00:00,  2.36it/s]\nEpoch 0: |          | 9198/? [1:04:57<00:00,  2.36it/s]\nEpoch 0: |          | 9198/? [1:04:57<00:00,  2.36it/s]\nEpoch 0: |          | 9199/? [1:04:57<00:00,  2.36it/s]\nEpoch 0: |          | 9199/? [1:04:57<00:00,  2.36it/s]\nEpoch 0: |          | 9200/? [1:04:58<00:00,  2.36it/s]\nEpoch 0: |          | 9200/? [1:04:58<00:00,  2.36it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.41it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.01it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.76it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.76it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 9200/? [1:04:58<00:00,  2.36it/s]\nEpoch 0: |          | 9201/? [1:04:58<00:00,  2.36it/s]\nEpoch 0: |          | 9201/? [1:04:58<00:00,  2.36it/s]\nEpoch 0: |          | 9202/? [1:04:59<00:00,  2.36it/s]\nEpoch 0: |          | 9202/? [1:04:59<00:00,  2.36it/s]\nEpoch 0: |          | 9203/? [1:04:59<00:00,  2.36it/s]\nEpoch 0: |          | 9203/? [1:04:59<00:00,  2.36it/s]\nEpoch 0: |          | 9204/? [1:05:00<00:00,  2.36it/s]\nEpoch 0: |          | 9204/? [1:05:00<00:00,  2.36it/s]\nEpoch 0: |          | 9205/? [1:05:00<00:00,  2.36it/s]\nEpoch 0: |          | 9205/? [1:05:00<00:00,  2.36it/s]\nEpoch 0: |          | 9206/? [1:05:00<00:00,  2.36it/s]\nEpoch 0: |          | 9206/? [1:05:00<00:00,  2.36it/s]\nEpoch 0: |          | 9207/? [1:05:01<00:00,  2.36it/s]\nEpoch 0: |          | 9207/? [1:05:01<00:00,  2.36it/s]\nEpoch 0: |          | 9208/? [1:05:01<00:00,  2.36it/s]\nEpoch 0: |          | 9208/? [1:05:01<00:00,  2.36it/s]\nEpoch 0: |          | 9209/? [1:05:01<00:00,  2.36it/s]\nEpoch 0: |          | 9209/? [1:05:01<00:00,  2.36it/s]\nEpoch 0: |          | 9210/? [1:05:02<00:00,  2.36it/s]\nEpoch 0: |          | 9210/? [1:05:02<00:00,  2.36it/s]\nEpoch 0: |          | 9211/? [1:05:02<00:00,  2.36it/s]\nEpoch 0: |          | 9211/? [1:05:02<00:00,  2.36it/s]\nEpoch 0: |          | 9212/? [1:05:02<00:00,  2.36it/s]\nEpoch 0: |          | 9212/? [1:05:02<00:00,  2.36it/s]\nEpoch 0: |          | 9213/? [1:05:03<00:00,  2.36it/s]\nEpoch 0: |          | 9213/? [1:05:03<00:00,  2.36it/s]\nEpoch 0: |          | 9214/? [1:05:03<00:00,  2.36it/s]\nEpoch 0: |          | 9214/? [1:05:03<00:00,  2.36it/s]\nEpoch 0: |          | 9215/? [1:05:03<00:00,  2.36it/s]\nEpoch 0: |          | 9215/? [1:05:03<00:00,  2.36it/s]\nEpoch 0: |          | 9216/? [1:05:04<00:00,  2.36it/s]\nEpoch 0: |          | 9216/? [1:05:04<00:00,  2.36it/s]\nEpoch 0: |          | 9217/? [1:05:04<00:00,  2.36it/s]\nEpoch 0: |          | 9217/? [1:05:04<00:00,  2.36it/s]\nEpoch 0: |          | 9218/? [1:05:05<00:00,  2.36it/s]\nEpoch 0: |          | 9218/? [1:05:05<00:00,  2.36it/s]\nEpoch 0: |          | 9219/? [1:05:05<00:00,  2.36it/s]\nEpoch 0: |          | 9219/? [1:05:05<00:00,  2.36it/s]\nEpoch 0: |          | 9220/? [1:05:05<00:00,  2.36it/s]\nEpoch 0: |          | 9220/? [1:05:05<00:00,  2.36it/s]\nEpoch 0: |          | 9221/? [1:05:06<00:00,  2.36it/s]\nEpoch 0: |          | 9221/? [1:05:06<00:00,  2.36it/s]\nEpoch 0: |          | 9222/? [1:05:06<00:00,  2.36it/s]\nEpoch 0: |          | 9222/? [1:05:06<00:00,  2.36it/s]\nEpoch 0: |          | 9223/? [1:05:06<00:00,  2.36it/s]\nEpoch 0: |          | 9223/? [1:05:06<00:00,  2.36it/s]\nEpoch 0: |          | 9224/? [1:05:07<00:00,  2.36it/s]\nEpoch 0: |          | 9224/? [1:05:07<00:00,  2.36it/s]\nEpoch 0: |          | 9225/? [1:05:07<00:00,  2.36it/s]\nEpoch 0: |          | 9225/? [1:05:07<00:00,  2.36it/s]\nEpoch 0: |          | 9226/? [1:05:07<00:00,  2.36it/s]\nEpoch 0: |          | 9226/? [1:05:07<00:00,  2.36it/s]\nEpoch 0: |          | 9227/? [1:05:08<00:00,  2.36it/s]\nEpoch 0: |          | 9227/? [1:05:08<00:00,  2.36it/s]\nEpoch 0: |          | 9228/? [1:05:08<00:00,  2.36it/s]\nEpoch 0: |          | 9228/? [1:05:08<00:00,  2.36it/s]\nEpoch 0: |          | 9229/? [1:05:08<00:00,  2.36it/s]\nEpoch 0: |          | 9229/? [1:05:08<00:00,  2.36it/s]\nEpoch 0: |          | 9230/? [1:05:09<00:00,  2.36it/s]\nEpoch 0: |          | 9230/? [1:05:09<00:00,  2.36it/s]\nEpoch 0: |          | 9231/? [1:05:09<00:00,  2.36it/s]\nEpoch 0: |          | 9231/? [1:05:09<00:00,  2.36it/s]\nEpoch 0: |          | 9232/? [1:05:09<00:00,  2.36it/s]\nEpoch 0: |          | 9232/? [1:05:09<00:00,  2.36it/s]\nEpoch 0: |          | 9233/? [1:05:10<00:00,  2.36it/s]\nEpoch 0: |          | 9233/? [1:05:10<00:00,  2.36it/s]\nEpoch 0: |          | 9234/? [1:05:10<00:00,  2.36it/s]\nEpoch 0: |          | 9234/? [1:05:10<00:00,  2.36it/s]\nEpoch 0: |          | 9235/? [1:05:10<00:00,  2.36it/s]\nEpoch 0: |          | 9235/? [1:05:10<00:00,  2.36it/s]\nEpoch 0: |          | 9236/? [1:05:11<00:00,  2.36it/s]\nEpoch 0: |          | 9236/? [1:05:11<00:00,  2.36it/s]\nEpoch 0: |          | 9237/? [1:05:11<00:00,  2.36it/s]\nEpoch 0: |          | 9237/? [1:05:11<00:00,  2.36it/s]\nEpoch 0: |          | 9238/? [1:05:11<00:00,  2.36it/s]\nEpoch 0: |          | 9238/? [1:05:11<00:00,  2.36it/s]\nEpoch 0: |          | 9239/? [1:05:12<00:00,  2.36it/s]\nEpoch 0: |          | 9239/? [1:05:12<00:00,  2.36it/s]\nEpoch 0: |          | 9240/? [1:05:12<00:00,  2.36it/s]\nEpoch 0: |          | 9240/? [1:05:12<00:00,  2.36it/s]\nEpoch 0: |          | 9241/? [1:05:12<00:00,  2.36it/s]\nEpoch 0: |          | 9241/? [1:05:12<00:00,  2.36it/s]\nEpoch 0: |          | 9242/? [1:05:13<00:00,  2.36it/s]\nEpoch 0: |          | 9242/? [1:05:13<00:00,  2.36it/s]\nEpoch 0: |          | 9243/? [1:05:13<00:00,  2.36it/s]\nEpoch 0: |          | 9243/? [1:05:13<00:00,  2.36it/s]\nEpoch 0: |          | 9244/? [1:05:13<00:00,  2.36it/s]\nEpoch 0: |          | 9244/? [1:05:13<00:00,  2.36it/s]\nEpoch 0: |          | 9245/? [1:05:14<00:00,  2.36it/s]\nEpoch 0: |          | 9245/? [1:05:14<00:00,  2.36it/s]\nEpoch 0: |          | 9246/? [1:05:14<00:00,  2.36it/s]\nEpoch 0: |          | 9246/? [1:05:14<00:00,  2.36it/s]\nEpoch 0: |          | 9247/? [1:05:14<00:00,  2.36it/s]\nEpoch 0: |          | 9247/? [1:05:14<00:00,  2.36it/s]\nEpoch 0: |          | 9248/? [1:05:15<00:00,  2.36it/s]\nEpoch 0: |          | 9248/? [1:05:15<00:00,  2.36it/s]\nEpoch 0: |          | 9249/? [1:05:15<00:00,  2.36it/s]\nEpoch 0: |          | 9249/? [1:05:15<00:00,  2.36it/s]\nEpoch 0: |          | 9250/? [1:05:15<00:00,  2.36it/s]\nEpoch 0: |          | 9250/? [1:05:15<00:00,  2.36it/s]\nEpoch 0: |          | 9251/? [1:05:16<00:00,  2.36it/s]\nEpoch 0: |          | 9251/? [1:05:16<00:00,  2.36it/s]\nEpoch 0: |          | 9252/? [1:05:16<00:00,  2.36it/s]\nEpoch 0: |          | 9252/? [1:05:16<00:00,  2.36it/s]\nEpoch 0: |          | 9253/? [1:05:16<00:00,  2.36it/s]\nEpoch 0: |          | 9253/? [1:05:16<00:00,  2.36it/s]\nEpoch 0: |          | 9254/? [1:05:17<00:00,  2.36it/s]\nEpoch 0: |          | 9254/? [1:05:17<00:00,  2.36it/s]\nEpoch 0: |          | 9255/? [1:05:17<00:00,  2.36it/s]\nEpoch 0: |          | 9255/? [1:05:17<00:00,  2.36it/s]\nEpoch 0: |          | 9256/? [1:05:17<00:00,  2.36it/s]\nEpoch 0: |          | 9256/? [1:05:17<00:00,  2.36it/s]\nEpoch 0: |          | 9257/? [1:05:18<00:00,  2.36it/s]\nEpoch 0: |          | 9257/? [1:05:18<00:00,  2.36it/s]\nEpoch 0: |          | 9258/? [1:05:18<00:00,  2.36it/s]\nEpoch 0: |          | 9258/? [1:05:18<00:00,  2.36it/s]\nEpoch 0: |          | 9259/? [1:05:18<00:00,  2.36it/s]\nEpoch 0: |          | 9259/? [1:05:18<00:00,  2.36it/s]\nEpoch 0: |          | 9260/? [1:05:19<00:00,  2.36it/s]\nEpoch 0: |          | 9260/? [1:05:19<00:00,  2.36it/s]\nEpoch 0: |          | 9261/? [1:05:19<00:00,  2.36it/s]\nEpoch 0: |          | 9261/? [1:05:19<00:00,  2.36it/s]\nEpoch 0: |          | 9262/? [1:05:19<00:00,  2.36it/s]\nEpoch 0: |          | 9262/? [1:05:19<00:00,  2.36it/s]\nEpoch 0: |          | 9263/? [1:05:20<00:00,  2.36it/s]\nEpoch 0: |          | 9263/? [1:05:20<00:00,  2.36it/s]\nEpoch 0: |          | 9264/? [1:05:20<00:00,  2.36it/s]\nEpoch 0: |          | 9264/? [1:05:20<00:00,  2.36it/s]\nEpoch 0: |          | 9265/? [1:05:20<00:00,  2.36it/s]\nEpoch 0: |          | 9265/? [1:05:20<00:00,  2.36it/s]\nEpoch 0: |          | 9266/? [1:05:21<00:00,  2.36it/s]\nEpoch 0: |          | 9266/? [1:05:21<00:00,  2.36it/s]\nEpoch 0: |          | 9267/? [1:05:21<00:00,  2.36it/s]\nEpoch 0: |          | 9267/? [1:05:21<00:00,  2.36it/s]\nEpoch 0: |          | 9268/? [1:05:21<00:00,  2.36it/s]\nEpoch 0: |          | 9268/? [1:05:21<00:00,  2.36it/s]\nEpoch 0: |          | 9269/? [1:05:22<00:00,  2.36it/s]\nEpoch 0: |          | 9269/? [1:05:22<00:00,  2.36it/s]\nEpoch 0: |          | 9270/? [1:05:22<00:00,  2.36it/s]\nEpoch 0: |          | 9270/? [1:05:22<00:00,  2.36it/s]\nEpoch 0: |          | 9271/? [1:05:22<00:00,  2.36it/s]\nEpoch 0: |          | 9271/? [1:05:22<00:00,  2.36it/s]\nEpoch 0: |          | 9272/? [1:05:23<00:00,  2.36it/s]\nEpoch 0: |          | 9272/? [1:05:23<00:00,  2.36it/s]\nEpoch 0: |          | 9273/? [1:05:23<00:00,  2.36it/s]\nEpoch 0: |          | 9273/? [1:05:23<00:00,  2.36it/s]\nEpoch 0: |          | 9274/? [1:05:23<00:00,  2.36it/s]\nEpoch 0: |          | 9274/? [1:05:23<00:00,  2.36it/s]\nEpoch 0: |          | 9275/? [1:05:24<00:00,  2.36it/s]\nEpoch 0: |          | 9275/? [1:05:24<00:00,  2.36it/s]\nEpoch 0: |          | 9276/? [1:05:24<00:00,  2.36it/s]\nEpoch 0: |          | 9276/? [1:05:24<00:00,  2.36it/s]\nEpoch 0: |          | 9277/? [1:05:24<00:00,  2.36it/s]\nEpoch 0: |          | 9277/? [1:05:24<00:00,  2.36it/s]\nEpoch 0: |          | 9278/? [1:05:25<00:00,  2.36it/s]\nEpoch 0: |          | 9278/? [1:05:25<00:00,  2.36it/s]\nEpoch 0: |          | 9279/? [1:05:25<00:00,  2.36it/s]\nEpoch 0: |          | 9279/? [1:05:25<00:00,  2.36it/s]\nEpoch 0: |          | 9280/? [1:05:25<00:00,  2.36it/s]\nEpoch 0: |          | 9280/? [1:05:25<00:00,  2.36it/s]\nEpoch 0: |          | 9281/? [1:05:26<00:00,  2.36it/s]\nEpoch 0: |          | 9281/? [1:05:26<00:00,  2.36it/s]\nEpoch 0: |          | 9282/? [1:05:26<00:00,  2.36it/s]\nEpoch 0: |          | 9282/? [1:05:26<00:00,  2.36it/s]\nEpoch 0: |          | 9283/? [1:05:26<00:00,  2.36it/s]\nEpoch 0: |          | 9283/? [1:05:26<00:00,  2.36it/s]\nEpoch 0: |          | 9284/? [1:05:27<00:00,  2.36it/s]\nEpoch 0: |          | 9284/? [1:05:27<00:00,  2.36it/s]\nEpoch 0: |          | 9285/? [1:05:27<00:00,  2.36it/s]\nEpoch 0: |          | 9285/? [1:05:27<00:00,  2.36it/s]\nEpoch 0: |          | 9286/? [1:05:27<00:00,  2.36it/s]\nEpoch 0: |          | 9286/? [1:05:27<00:00,  2.36it/s]\nEpoch 0: |          | 9287/? [1:05:28<00:00,  2.36it/s]\nEpoch 0: |          | 9287/? [1:05:28<00:00,  2.36it/s]\nEpoch 0: |          | 9288/? [1:05:28<00:00,  2.36it/s]\nEpoch 0: |          | 9288/? [1:05:28<00:00,  2.36it/s]\nEpoch 0: |          | 9289/? [1:05:28<00:00,  2.36it/s]\nEpoch 0: |          | 9289/? [1:05:28<00:00,  2.36it/s]\nEpoch 0: |          | 9290/? [1:05:29<00:00,  2.36it/s]\nEpoch 0: |          | 9290/? [1:05:29<00:00,  2.36it/s]\nEpoch 0: |          | 9291/? [1:05:29<00:00,  2.36it/s]\nEpoch 0: |          | 9291/? [1:05:29<00:00,  2.36it/s]\nEpoch 0: |          | 9292/? [1:05:30<00:00,  2.36it/s]\nEpoch 0: |          | 9292/? [1:05:30<00:00,  2.36it/s]\nEpoch 0: |          | 9293/? [1:05:30<00:00,  2.36it/s]\nEpoch 0: |          | 9293/? [1:05:30<00:00,  2.36it/s]\nEpoch 0: |          | 9294/? [1:05:30<00:00,  2.36it/s]\nEpoch 0: |          | 9294/? [1:05:30<00:00,  2.36it/s]\nEpoch 0: |          | 9295/? [1:05:31<00:00,  2.36it/s]\nEpoch 0: |          | 9295/? [1:05:31<00:00,  2.36it/s]\nEpoch 0: |          | 9296/? [1:05:31<00:00,  2.36it/s]\nEpoch 0: |          | 9296/? [1:05:31<00:00,  2.36it/s]\nEpoch 0: |          | 9297/? [1:05:31<00:00,  2.36it/s]\nEpoch 0: |          | 9297/? [1:05:31<00:00,  2.36it/s]\nEpoch 0: |          | 9298/? [1:05:32<00:00,  2.36it/s]\nEpoch 0: |          | 9298/? [1:05:32<00:00,  2.36it/s]\nEpoch 0: |          | 9299/? [1:05:32<00:00,  2.36it/s]\nEpoch 0: |          | 9299/? [1:05:32<00:00,  2.36it/s]\nEpoch 0: |          | 9300/? [1:05:32<00:00,  2.36it/s]\nEpoch 0: |          | 9300/? [1:05:32<00:00,  2.36it/s]\nEpoch 0: |          | 9301/? [1:05:33<00:00,  2.36it/s]\nEpoch 0: |          | 9301/? [1:05:33<00:00,  2.36it/s]\nEpoch 0: |          | 9302/? [1:05:33<00:00,  2.36it/s]\nEpoch 0: |          | 9302/? [1:05:33<00:00,  2.36it/s]\nEpoch 0: |          | 9303/? [1:05:33<00:00,  2.36it/s]\nEpoch 0: |          | 9303/? [1:05:33<00:00,  2.36it/s]\nEpoch 0: |          | 9304/? [1:05:34<00:00,  2.36it/s]\nEpoch 0: |          | 9304/? [1:05:34<00:00,  2.36it/s]\nEpoch 0: |          | 9305/? [1:05:34<00:00,  2.37it/s]\nEpoch 0: |          | 9305/? [1:05:34<00:00,  2.37it/s]\nEpoch 0: |          | 9306/? [1:05:34<00:00,  2.37it/s]\nEpoch 0: |          | 9306/? [1:05:34<00:00,  2.37it/s]\nEpoch 0: |          | 9307/? [1:05:35<00:00,  2.37it/s]\nEpoch 0: |          | 9307/? [1:05:35<00:00,  2.37it/s]\nEpoch 0: |          | 9308/? [1:05:35<00:00,  2.37it/s]\nEpoch 0: |          | 9308/? [1:05:35<00:00,  2.37it/s]\nEpoch 0: |          | 9309/? [1:05:35<00:00,  2.37it/s]\nEpoch 0: |          | 9309/? [1:05:35<00:00,  2.37it/s]\nEpoch 0: |          | 9310/? [1:05:36<00:00,  2.37it/s]\nEpoch 0: |          | 9310/? [1:05:36<00:00,  2.37it/s]\nEpoch 0: |          | 9311/? [1:05:36<00:00,  2.37it/s]\nEpoch 0: |          | 9311/? [1:05:36<00:00,  2.37it/s]\nEpoch 0: |          | 9312/? [1:05:36<00:00,  2.37it/s]\nEpoch 0: |          | 9312/? [1:05:36<00:00,  2.37it/s]\nEpoch 0: |          | 9313/? [1:05:37<00:00,  2.37it/s]\nEpoch 0: |          | 9313/? [1:05:37<00:00,  2.37it/s]\nEpoch 0: |          | 9314/? [1:05:37<00:00,  2.37it/s]\nEpoch 0: |          | 9314/? [1:05:37<00:00,  2.37it/s]\nEpoch 0: |          | 9315/? [1:05:37<00:00,  2.37it/s]\nEpoch 0: |          | 9315/? [1:05:37<00:00,  2.37it/s]\nEpoch 0: |          | 9316/? [1:05:38<00:00,  2.37it/s]\nEpoch 0: |          | 9316/? [1:05:38<00:00,  2.37it/s]\nEpoch 0: |          | 9317/? [1:05:38<00:00,  2.37it/s]\nEpoch 0: |          | 9317/? [1:05:38<00:00,  2.37it/s]\nEpoch 0: |          | 9318/? [1:05:38<00:00,  2.37it/s]\nEpoch 0: |          | 9318/? [1:05:38<00:00,  2.37it/s]\nEpoch 0: |          | 9319/? [1:05:39<00:00,  2.37it/s]\nEpoch 0: |          | 9319/? [1:05:39<00:00,  2.37it/s]\nEpoch 0: |          | 9320/? [1:05:39<00:00,  2.37it/s]\nEpoch 0: |          | 9320/? [1:05:39<00:00,  2.37it/s]\nEpoch 0: |          | 9321/? [1:05:39<00:00,  2.37it/s]\nEpoch 0: |          | 9321/? [1:05:39<00:00,  2.37it/s]\nEpoch 0: |          | 9322/? [1:05:40<00:00,  2.37it/s]\nEpoch 0: |          | 9322/? [1:05:40<00:00,  2.37it/s]\nEpoch 0: |          | 9323/? [1:05:40<00:00,  2.37it/s]\nEpoch 0: |          | 9323/? [1:05:40<00:00,  2.37it/s]\nEpoch 0: |          | 9324/? [1:05:40<00:00,  2.37it/s]\nEpoch 0: |          | 9324/? [1:05:40<00:00,  2.37it/s]\nEpoch 0: |          | 9325/? [1:05:41<00:00,  2.37it/s]\nEpoch 0: |          | 9325/? [1:05:41<00:00,  2.37it/s]\nEpoch 0: |          | 9326/? [1:05:41<00:00,  2.37it/s]\nEpoch 0: |          | 9326/? [1:05:41<00:00,  2.37it/s]\nEpoch 0: |          | 9327/? [1:05:41<00:00,  2.37it/s]\nEpoch 0: |          | 9327/? [1:05:41<00:00,  2.37it/s]\nEpoch 0: |          | 9328/? [1:05:42<00:00,  2.37it/s]\nEpoch 0: |          | 9328/? [1:05:42<00:00,  2.37it/s]\nEpoch 0: |          | 9329/? [1:05:42<00:00,  2.37it/s]\nEpoch 0: |          | 9329/? [1:05:42<00:00,  2.37it/s]\nEpoch 0: |          | 9330/? [1:05:42<00:00,  2.37it/s]\nEpoch 0: |          | 9330/? [1:05:42<00:00,  2.37it/s]\nEpoch 0: |          | 9331/? [1:05:43<00:00,  2.37it/s]\nEpoch 0: |          | 9331/? [1:05:43<00:00,  2.37it/s]\nEpoch 0: |          | 9332/? [1:05:43<00:00,  2.37it/s]\nEpoch 0: |          | 9332/? [1:05:43<00:00,  2.37it/s]\nEpoch 0: |          | 9333/? [1:05:43<00:00,  2.37it/s]\nEpoch 0: |          | 9333/? [1:05:43<00:00,  2.37it/s]\nEpoch 0: |          | 9334/? [1:05:44<00:00,  2.37it/s]\nEpoch 0: |          | 9334/? [1:05:44<00:00,  2.37it/s]\nEpoch 0: |          | 9335/? [1:05:44<00:00,  2.37it/s]\nEpoch 0: |          | 9335/? [1:05:44<00:00,  2.37it/s]\nEpoch 0: |          | 9336/? [1:05:44<00:00,  2.37it/s]\nEpoch 0: |          | 9336/? [1:05:44<00:00,  2.37it/s]\nEpoch 0: |          | 9337/? [1:05:45<00:00,  2.37it/s]\nEpoch 0: |          | 9337/? [1:05:45<00:00,  2.37it/s]\nEpoch 0: |          | 9338/? [1:05:45<00:00,  2.37it/s]\nEpoch 0: |          | 9338/? [1:05:45<00:00,  2.37it/s]\nEpoch 0: |          | 9339/? [1:05:45<00:00,  2.37it/s]\nEpoch 0: |          | 9339/? [1:05:45<00:00,  2.37it/s]\nEpoch 0: |          | 9340/? [1:05:46<00:00,  2.37it/s]\nEpoch 0: |          | 9340/? [1:05:46<00:00,  2.37it/s]\nEpoch 0: |          | 9341/? [1:05:46<00:00,  2.37it/s]\nEpoch 0: |          | 9341/? [1:05:46<00:00,  2.37it/s]\nEpoch 0: |          | 9342/? [1:05:46<00:00,  2.37it/s]\nEpoch 0: |          | 9342/? [1:05:46<00:00,  2.37it/s]\nEpoch 0: |          | 9343/? [1:05:47<00:00,  2.37it/s]\nEpoch 0: |          | 9343/? [1:05:47<00:00,  2.37it/s]\nEpoch 0: |          | 9344/? [1:05:47<00:00,  2.37it/s]\nEpoch 0: |          | 9344/? [1:05:47<00:00,  2.37it/s]\nEpoch 0: |          | 9345/? [1:05:47<00:00,  2.37it/s]\nEpoch 0: |          | 9345/? [1:05:47<00:00,  2.37it/s]\nEpoch 0: |          | 9346/? [1:05:48<00:00,  2.37it/s]\nEpoch 0: |          | 9346/? [1:05:48<00:00,  2.37it/s]\nEpoch 0: |          | 9347/? [1:05:48<00:00,  2.37it/s]\nEpoch 0: |          | 9347/? [1:05:48<00:00,  2.37it/s]\nEpoch 0: |          | 9348/? [1:05:48<00:00,  2.37it/s]\nEpoch 0: |          | 9348/? [1:05:48<00:00,  2.37it/s]\nEpoch 0: |          | 9349/? [1:05:49<00:00,  2.37it/s]\nEpoch 0: |          | 9349/? [1:05:49<00:00,  2.37it/s]\nEpoch 0: |          | 9350/? [1:05:49<00:00,  2.37it/s]\nEpoch 0: |          | 9350/? [1:05:49<00:00,  2.37it/s]\nEpoch 0: |          | 9351/? [1:05:49<00:00,  2.37it/s]\nEpoch 0: |          | 9351/? [1:05:49<00:00,  2.37it/s]\nEpoch 0: |          | 9352/? [1:05:50<00:00,  2.37it/s]\nEpoch 0: |          | 9352/? [1:05:50<00:00,  2.37it/s]\nEpoch 0: |          | 9353/? [1:05:50<00:00,  2.37it/s]\nEpoch 0: |          | 9353/? [1:05:50<00:00,  2.37it/s]\nEpoch 0: |          | 9354/? [1:05:50<00:00,  2.37it/s]\nEpoch 0: |          | 9354/? [1:05:50<00:00,  2.37it/s]\nEpoch 0: |          | 9355/? [1:05:51<00:00,  2.37it/s]\nEpoch 0: |          | 9355/? [1:05:51<00:00,  2.37it/s]\nEpoch 0: |          | 9356/? [1:05:51<00:00,  2.37it/s]\nEpoch 0: |          | 9356/? [1:05:51<00:00,  2.37it/s]\nEpoch 0: |          | 9357/? [1:05:51<00:00,  2.37it/s]\nEpoch 0: |          | 9357/? [1:05:51<00:00,  2.37it/s]\nEpoch 0: |          | 9358/? [1:05:52<00:00,  2.37it/s]\nEpoch 0: |          | 9358/? [1:05:52<00:00,  2.37it/s]\nEpoch 0: |          | 9359/? [1:05:52<00:00,  2.37it/s]\nEpoch 0: |          | 9359/? [1:05:52<00:00,  2.37it/s]\nEpoch 0: |          | 9360/? [1:05:52<00:00,  2.37it/s]\nEpoch 0: |          | 9360/? [1:05:52<00:00,  2.37it/s]\nEpoch 0: |          | 9361/? [1:05:53<00:00,  2.37it/s]\nEpoch 0: |          | 9361/? [1:05:53<00:00,  2.37it/s]\nEpoch 0: |          | 9362/? [1:05:53<00:00,  2.37it/s]\nEpoch 0: |          | 9362/? [1:05:53<00:00,  2.37it/s]\nEpoch 0: |          | 9363/? [1:05:53<00:00,  2.37it/s]\nEpoch 0: |          | 9363/? [1:05:53<00:00,  2.37it/s]\nEpoch 0: |          | 9364/? [1:05:54<00:00,  2.37it/s]\nEpoch 0: |          | 9364/? [1:05:54<00:00,  2.37it/s]\nEpoch 0: |          | 9365/? [1:05:54<00:00,  2.37it/s]\nEpoch 0: |          | 9365/? [1:05:54<00:00,  2.37it/s]\nEpoch 0: |          | 9366/? [1:05:54<00:00,  2.37it/s]\nEpoch 0: |          | 9366/? [1:05:54<00:00,  2.37it/s]\nEpoch 0: |          | 9367/? [1:05:55<00:00,  2.37it/s]\nEpoch 0: |          | 9367/? [1:05:55<00:00,  2.37it/s]\nEpoch 0: |          | 9368/? [1:05:55<00:00,  2.37it/s]\nEpoch 0: |          | 9368/? [1:05:55<00:00,  2.37it/s]\nEpoch 0: |          | 9369/? [1:05:55<00:00,  2.37it/s]\nEpoch 0: |          | 9369/? [1:05:55<00:00,  2.37it/s]\nEpoch 0: |          | 9370/? [1:05:56<00:00,  2.37it/s]\nEpoch 0: |          | 9370/? [1:05:56<00:00,  2.37it/s]\nEpoch 0: |          | 9371/? [1:05:56<00:00,  2.37it/s]\nEpoch 0: |          | 9371/? [1:05:56<00:00,  2.37it/s]\nEpoch 0: |          | 9372/? [1:05:56<00:00,  2.37it/s]\nEpoch 0: |          | 9372/? [1:05:56<00:00,  2.37it/s]\nEpoch 0: |          | 9373/? [1:05:57<00:00,  2.37it/s]\nEpoch 0: |          | 9373/? [1:05:57<00:00,  2.37it/s]\nEpoch 0: |          | 9374/? [1:05:57<00:00,  2.37it/s]\nEpoch 0: |          | 9374/? [1:05:57<00:00,  2.37it/s]\nEpoch 0: |          | 9375/? [1:05:57<00:00,  2.37it/s]\nEpoch 0: |          | 9375/? [1:05:57<00:00,  2.37it/s]\nEpoch 0: |          | 9376/? [1:05:58<00:00,  2.37it/s]\nEpoch 0: |          | 9376/? [1:05:58<00:00,  2.37it/s]\nEpoch 0: |          | 9377/? [1:05:58<00:00,  2.37it/s]\nEpoch 0: |          | 9377/? [1:05:58<00:00,  2.37it/s]\nEpoch 0: |          | 9378/? [1:05:58<00:00,  2.37it/s]\nEpoch 0: |          | 9378/? [1:05:58<00:00,  2.37it/s]\nEpoch 0: |          | 9379/? [1:05:58<00:00,  2.37it/s]\nEpoch 0: |          | 9379/? [1:05:58<00:00,  2.37it/s]\nEpoch 0: |          | 9380/? [1:05:59<00:00,  2.37it/s]\nEpoch 0: |          | 9380/? [1:05:59<00:00,  2.37it/s]\nEpoch 0: |          | 9381/? [1:05:59<00:00,  2.37it/s]\nEpoch 0: |          | 9381/? [1:05:59<00:00,  2.37it/s]\nEpoch 0: |          | 9382/? [1:05:59<00:00,  2.37it/s]\nEpoch 0: |          | 9382/? [1:05:59<00:00,  2.37it/s]\nEpoch 0: |          | 9383/? [1:06:00<00:00,  2.37it/s]\nEpoch 0: |          | 9383/? [1:06:00<00:00,  2.37it/s]\nEpoch 0: |          | 9384/? [1:06:00<00:00,  2.37it/s]\nEpoch 0: |          | 9384/? [1:06:00<00:00,  2.37it/s]\nEpoch 0: |          | 9385/? [1:06:01<00:00,  2.37it/s]\nEpoch 0: |          | 9385/? [1:06:01<00:00,  2.37it/s]\nEpoch 0: |          | 9386/? [1:06:01<00:00,  2.37it/s]\nEpoch 0: |          | 9386/? [1:06:01<00:00,  2.37it/s]\nEpoch 0: |          | 9387/? [1:06:01<00:00,  2.37it/s]\nEpoch 0: |          | 9387/? [1:06:01<00:00,  2.37it/s]\nEpoch 0: |          | 9388/? [1:06:02<00:00,  2.37it/s]\nEpoch 0: |          | 9388/? [1:06:02<00:00,  2.37it/s]\nEpoch 0: |          | 9389/? [1:06:02<00:00,  2.37it/s]\nEpoch 0: |          | 9389/? [1:06:02<00:00,  2.37it/s]\nEpoch 0: |          | 9390/? [1:06:02<00:00,  2.37it/s]\nEpoch 0: |          | 9390/? [1:06:02<00:00,  2.37it/s]\nEpoch 0: |          | 9391/? [1:06:03<00:00,  2.37it/s]\nEpoch 0: |          | 9391/? [1:06:03<00:00,  2.37it/s]\nEpoch 0: |          | 9392/? [1:06:03<00:00,  2.37it/s]\nEpoch 0: |          | 9392/? [1:06:03<00:00,  2.37it/s]\nEpoch 0: |          | 9393/? [1:06:03<00:00,  2.37it/s]\nEpoch 0: |          | 9393/? [1:06:03<00:00,  2.37it/s]\nEpoch 0: |          | 9394/? [1:06:04<00:00,  2.37it/s]\nEpoch 0: |          | 9394/? [1:06:04<00:00,  2.37it/s]\nEpoch 0: |          | 9395/? [1:06:04<00:00,  2.37it/s]\nEpoch 0: |          | 9395/? [1:06:04<00:00,  2.37it/s]\nEpoch 0: |          | 9396/? [1:06:04<00:00,  2.37it/s]\nEpoch 0: |          | 9396/? [1:06:04<00:00,  2.37it/s]\nEpoch 0: |          | 9397/? [1:06:05<00:00,  2.37it/s]\nEpoch 0: |          | 9397/? [1:06:05<00:00,  2.37it/s]\nEpoch 0: |          | 9398/? [1:06:05<00:00,  2.37it/s]\nEpoch 0: |          | 9398/? [1:06:05<00:00,  2.37it/s]\nEpoch 0: |          | 9399/? [1:06:05<00:00,  2.37it/s]\nEpoch 0: |          | 9399/? [1:06:05<00:00,  2.37it/s]\nEpoch 0: |          | 9400/? [1:06:05<00:00,  2.37it/s]\nEpoch 0: |          | 9400/? [1:06:05<00:00,  2.37it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.54it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.16it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.01it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.81it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 9400/? [1:06:06<00:00,  2.37it/s]\nEpoch 0: |          | 9401/? [1:06:06<00:00,  2.37it/s]\nEpoch 0: |          | 9401/? [1:06:06<00:00,  2.37it/s]\nEpoch 0: |          | 9402/? [1:06:07<00:00,  2.37it/s]\nEpoch 0: |          | 9402/? [1:06:07<00:00,  2.37it/s]\nEpoch 0: |          | 9403/? [1:06:07<00:00,  2.37it/s]\nEpoch 0: |          | 9403/? [1:06:07<00:00,  2.37it/s]\nEpoch 0: |          | 9404/? [1:06:07<00:00,  2.37it/s]\nEpoch 0: |          | 9404/? [1:06:07<00:00,  2.37it/s]\nEpoch 0: |          | 9405/? [1:06:08<00:00,  2.37it/s]\nEpoch 0: |          | 9405/? [1:06:08<00:00,  2.37it/s]\nEpoch 0: |          | 9406/? [1:06:08<00:00,  2.37it/s]\nEpoch 0: |          | 9406/? [1:06:08<00:00,  2.37it/s]\nEpoch 0: |          | 9407/? [1:06:08<00:00,  2.37it/s]\nEpoch 0: |          | 9407/? [1:06:08<00:00,  2.37it/s]\nEpoch 0: |          | 9408/? [1:06:09<00:00,  2.37it/s]\nEpoch 0: |          | 9408/? [1:06:09<00:00,  2.37it/s]\nEpoch 0: |          | 9409/? [1:06:09<00:00,  2.37it/s]\nEpoch 0: |          | 9409/? [1:06:09<00:00,  2.37it/s]\nEpoch 0: |          | 9410/? [1:06:09<00:00,  2.37it/s]\nEpoch 0: |          | 9410/? [1:06:09<00:00,  2.37it/s]\nEpoch 0: |          | 9411/? [1:06:10<00:00,  2.37it/s]\nEpoch 0: |          | 9411/? [1:06:10<00:00,  2.37it/s]\nEpoch 0: |          | 9412/? [1:06:10<00:00,  2.37it/s]\nEpoch 0: |          | 9412/? [1:06:10<00:00,  2.37it/s]\nEpoch 0: |          | 9413/? [1:06:10<00:00,  2.37it/s]\nEpoch 0: |          | 9413/? [1:06:10<00:00,  2.37it/s]\nEpoch 0: |          | 9414/? [1:06:10<00:00,  2.37it/s]\nEpoch 0: |          | 9414/? [1:06:10<00:00,  2.37it/s]\nEpoch 0: |          | 9415/? [1:06:11<00:00,  2.37it/s]\nEpoch 0: |          | 9415/? [1:06:11<00:00,  2.37it/s]\nEpoch 0: |          | 9416/? [1:06:11<00:00,  2.37it/s]\nEpoch 0: |          | 9416/? [1:06:11<00:00,  2.37it/s]\nEpoch 0: |          | 9417/? [1:06:11<00:00,  2.37it/s]\nEpoch 0: |          | 9417/? [1:06:11<00:00,  2.37it/s]\nEpoch 0: |          | 9418/? [1:06:12<00:00,  2.37it/s]\nEpoch 0: |          | 9418/? [1:06:12<00:00,  2.37it/s]\nEpoch 0: |          | 9419/? [1:06:12<00:00,  2.37it/s]\nEpoch 0: |          | 9419/? [1:06:12<00:00,  2.37it/s]\nEpoch 0: |          | 9420/? [1:06:12<00:00,  2.37it/s]\nEpoch 0: |          | 9420/? [1:06:12<00:00,  2.37it/s]\nEpoch 0: |          | 9421/? [1:06:13<00:00,  2.37it/s]\nEpoch 0: |          | 9421/? [1:06:13<00:00,  2.37it/s]\nEpoch 0: |          | 9422/? [1:06:13<00:00,  2.37it/s]\nEpoch 0: |          | 9422/? [1:06:13<00:00,  2.37it/s]\nEpoch 0: |          | 9423/? [1:06:13<00:00,  2.37it/s]\nEpoch 0: |          | 9423/? [1:06:13<00:00,  2.37it/s]\nEpoch 0: |          | 9424/? [1:06:14<00:00,  2.37it/s]\nEpoch 0: |          | 9424/? [1:06:14<00:00,  2.37it/s]\nEpoch 0: |          | 9425/? [1:06:14<00:00,  2.37it/s]\nEpoch 0: |          | 9425/? [1:06:14<00:00,  2.37it/s]\nEpoch 0: |          | 9426/? [1:06:14<00:00,  2.37it/s]\nEpoch 0: |          | 9426/? [1:06:14<00:00,  2.37it/s]\nEpoch 0: |          | 9427/? [1:06:15<00:00,  2.37it/s]\nEpoch 0: |          | 9427/? [1:06:15<00:00,  2.37it/s]\nEpoch 0: |          | 9428/? [1:06:15<00:00,  2.37it/s]\nEpoch 0: |          | 9428/? [1:06:15<00:00,  2.37it/s]\nEpoch 0: |          | 9429/? [1:06:15<00:00,  2.37it/s]\nEpoch 0: |          | 9429/? [1:06:15<00:00,  2.37it/s]\nEpoch 0: |          | 9430/? [1:06:16<00:00,  2.37it/s]\nEpoch 0: |          | 9430/? [1:06:16<00:00,  2.37it/s]\nEpoch 0: |          | 9431/? [1:06:16<00:00,  2.37it/s]\nEpoch 0: |          | 9431/? [1:06:16<00:00,  2.37it/s]\nEpoch 0: |          | 9432/? [1:06:16<00:00,  2.37it/s]\nEpoch 0: |          | 9432/? [1:06:16<00:00,  2.37it/s]\nEpoch 0: |          | 9433/? [1:06:17<00:00,  2.37it/s]\nEpoch 0: |          | 9433/? [1:06:17<00:00,  2.37it/s]\nEpoch 0: |          | 9434/? [1:06:17<00:00,  2.37it/s]\nEpoch 0: |          | 9434/? [1:06:17<00:00,  2.37it/s]\nEpoch 0: |          | 9435/? [1:06:17<00:00,  2.37it/s]\nEpoch 0: |          | 9435/? [1:06:17<00:00,  2.37it/s]\nEpoch 0: |          | 9436/? [1:06:18<00:00,  2.37it/s]\nEpoch 0: |          | 9436/? [1:06:18<00:00,  2.37it/s]\nEpoch 0: |          | 9437/? [1:06:18<00:00,  2.37it/s]\nEpoch 0: |          | 9437/? [1:06:18<00:00,  2.37it/s]\nEpoch 0: |          | 9438/? [1:06:18<00:00,  2.37it/s]\nEpoch 0: |          | 9438/? [1:06:18<00:00,  2.37it/s]\nEpoch 0: |          | 9439/? [1:06:19<00:00,  2.37it/s]\nEpoch 0: |          | 9439/? [1:06:19<00:00,  2.37it/s]\nEpoch 0: |          | 9440/? [1:06:19<00:00,  2.37it/s]\nEpoch 0: |          | 9440/? [1:06:19<00:00,  2.37it/s]\nEpoch 0: |          | 9441/? [1:06:19<00:00,  2.37it/s]\nEpoch 0: |          | 9441/? [1:06:19<00:00,  2.37it/s]\nEpoch 0: |          | 9442/? [1:06:20<00:00,  2.37it/s]\nEpoch 0: |          | 9442/? [1:06:20<00:00,  2.37it/s]\nEpoch 0: |          | 9443/? [1:06:20<00:00,  2.37it/s]\nEpoch 0: |          | 9443/? [1:06:20<00:00,  2.37it/s]\nEpoch 0: |          | 9444/? [1:06:20<00:00,  2.37it/s]\nEpoch 0: |          | 9444/? [1:06:20<00:00,  2.37it/s]\nEpoch 0: |          | 9445/? [1:06:21<00:00,  2.37it/s]\nEpoch 0: |          | 9445/? [1:06:21<00:00,  2.37it/s]\nEpoch 0: |          | 9446/? [1:06:21<00:00,  2.37it/s]\nEpoch 0: |          | 9446/? [1:06:21<00:00,  2.37it/s]\nEpoch 0: |          | 9447/? [1:06:21<00:00,  2.37it/s]\nEpoch 0: |          | 9447/? [1:06:21<00:00,  2.37it/s]\nEpoch 0: |          | 9448/? [1:06:22<00:00,  2.37it/s]\nEpoch 0: |          | 9448/? [1:06:22<00:00,  2.37it/s]\nEpoch 0: |          | 9449/? [1:06:22<00:00,  2.37it/s]\nEpoch 0: |          | 9449/? [1:06:22<00:00,  2.37it/s]\nEpoch 0: |          | 9450/? [1:06:22<00:00,  2.37it/s]\nEpoch 0: |          | 9450/? [1:06:22<00:00,  2.37it/s]\nEpoch 0: |          | 9451/? [1:06:23<00:00,  2.37it/s]\nEpoch 0: |          | 9451/? [1:06:23<00:00,  2.37it/s]\nEpoch 0: |          | 9452/? [1:06:23<00:00,  2.37it/s]\nEpoch 0: |          | 9452/? [1:06:23<00:00,  2.37it/s]\nEpoch 0: |          | 9453/? [1:06:23<00:00,  2.37it/s]\nEpoch 0: |          | 9453/? [1:06:23<00:00,  2.37it/s]\nEpoch 0: |          | 9454/? [1:06:23<00:00,  2.37it/s]\nEpoch 0: |          | 9454/? [1:06:23<00:00,  2.37it/s]\nEpoch 0: |          | 9455/? [1:06:24<00:00,  2.37it/s]\nEpoch 0: |          | 9455/? [1:06:24<00:00,  2.37it/s]\nEpoch 0: |          | 9456/? [1:06:24<00:00,  2.37it/s]\nEpoch 0: |          | 9456/? [1:06:24<00:00,  2.37it/s]\nEpoch 0: |          | 9457/? [1:06:24<00:00,  2.37it/s]\nEpoch 0: |          | 9457/? [1:06:24<00:00,  2.37it/s]\nEpoch 0: |          | 9458/? [1:06:25<00:00,  2.37it/s]\nEpoch 0: |          | 9458/? [1:06:25<00:00,  2.37it/s]\nEpoch 0: |          | 9459/? [1:06:25<00:00,  2.37it/s]\nEpoch 0: |          | 9459/? [1:06:25<00:00,  2.37it/s]\nEpoch 0: |          | 9460/? [1:06:25<00:00,  2.37it/s]\nEpoch 0: |          | 9460/? [1:06:25<00:00,  2.37it/s]\nEpoch 0: |          | 9461/? [1:06:26<00:00,  2.37it/s]\nEpoch 0: |          | 9461/? [1:06:26<00:00,  2.37it/s]\nEpoch 0: |          | 9462/? [1:06:26<00:00,  2.37it/s]\nEpoch 0: |          | 9462/? [1:06:26<00:00,  2.37it/s]\nEpoch 0: |          | 9463/? [1:06:26<00:00,  2.37it/s]\nEpoch 0: |          | 9463/? [1:06:26<00:00,  2.37it/s]\nEpoch 0: |          | 9464/? [1:06:27<00:00,  2.37it/s]\nEpoch 0: |          | 9464/? [1:06:27<00:00,  2.37it/s]\nEpoch 0: |          | 9465/? [1:06:27<00:00,  2.37it/s]\nEpoch 0: |          | 9465/? [1:06:27<00:00,  2.37it/s]\nEpoch 0: |          | 9466/? [1:06:27<00:00,  2.37it/s]\nEpoch 0: |          | 9466/? [1:06:27<00:00,  2.37it/s]\nEpoch 0: |          | 9467/? [1:06:28<00:00,  2.37it/s]\nEpoch 0: |          | 9467/? [1:06:28<00:00,  2.37it/s]\nEpoch 0: |          | 9468/? [1:06:28<00:00,  2.37it/s]\nEpoch 0: |          | 9468/? [1:06:28<00:00,  2.37it/s]\nEpoch 0: |          | 9469/? [1:06:28<00:00,  2.37it/s]\nEpoch 0: |          | 9469/? [1:06:28<00:00,  2.37it/s]\nEpoch 0: |          | 9470/? [1:06:29<00:00,  2.37it/s]\nEpoch 0: |          | 9470/? [1:06:29<00:00,  2.37it/s]\nEpoch 0: |          | 9471/? [1:06:29<00:00,  2.37it/s]\nEpoch 0: |          | 9471/? [1:06:29<00:00,  2.37it/s]\nEpoch 0: |          | 9472/? [1:06:29<00:00,  2.37it/s]\nEpoch 0: |          | 9472/? [1:06:29<00:00,  2.37it/s]\nEpoch 0: |          | 9473/? [1:06:30<00:00,  2.37it/s]\nEpoch 0: |          | 9473/? [1:06:30<00:00,  2.37it/s]\nEpoch 0: |          | 9474/? [1:06:30<00:00,  2.37it/s]\nEpoch 0: |          | 9474/? [1:06:30<00:00,  2.37it/s]\nEpoch 0: |          | 9475/? [1:06:30<00:00,  2.37it/s]\nEpoch 0: |          | 9475/? [1:06:30<00:00,  2.37it/s]\nEpoch 0: |          | 9476/? [1:06:30<00:00,  2.37it/s]\nEpoch 0: |          | 9476/? [1:06:30<00:00,  2.37it/s]\nEpoch 0: |          | 9477/? [1:06:31<00:00,  2.37it/s]\nEpoch 0: |          | 9477/? [1:06:31<00:00,  2.37it/s]\nEpoch 0: |          | 9478/? [1:06:31<00:00,  2.37it/s]\nEpoch 0: |          | 9478/? [1:06:31<00:00,  2.37it/s]\nEpoch 0: |          | 9479/? [1:06:31<00:00,  2.37it/s]\nEpoch 0: |          | 9479/? [1:06:31<00:00,  2.37it/s]\nEpoch 0: |          | 9480/? [1:06:32<00:00,  2.37it/s]\nEpoch 0: |          | 9480/? [1:06:32<00:00,  2.37it/s]\nEpoch 0: |          | 9481/? [1:06:32<00:00,  2.37it/s]\nEpoch 0: |          | 9481/? [1:06:32<00:00,  2.37it/s]\nEpoch 0: |          | 9482/? [1:06:32<00:00,  2.37it/s]\nEpoch 0: |          | 9482/? [1:06:32<00:00,  2.37it/s]\nEpoch 0: |          | 9483/? [1:06:33<00:00,  2.37it/s]\nEpoch 0: |          | 9483/? [1:06:33<00:00,  2.37it/s]\nEpoch 0: |          | 9484/? [1:06:33<00:00,  2.37it/s]\nEpoch 0: |          | 9484/? [1:06:33<00:00,  2.37it/s]\nEpoch 0: |          | 9485/? [1:06:33<00:00,  2.37it/s]\nEpoch 0: |          | 9485/? [1:06:33<00:00,  2.37it/s]\nEpoch 0: |          | 9486/? [1:06:34<00:00,  2.37it/s]\nEpoch 0: |          | 9486/? [1:06:34<00:00,  2.37it/s]\nEpoch 0: |          | 9487/? [1:06:34<00:00,  2.38it/s]\nEpoch 0: |          | 9487/? [1:06:34<00:00,  2.38it/s]\nEpoch 0: |          | 9488/? [1:06:34<00:00,  2.38it/s]\nEpoch 0: |          | 9488/? [1:06:34<00:00,  2.38it/s]\nEpoch 0: |          | 9489/? [1:06:35<00:00,  2.38it/s]\nEpoch 0: |          | 9489/? [1:06:35<00:00,  2.38it/s]\nEpoch 0: |          | 9490/? [1:06:35<00:00,  2.38it/s]\nEpoch 0: |          | 9490/? [1:06:35<00:00,  2.38it/s]\nEpoch 0: |          | 9491/? [1:06:35<00:00,  2.38it/s]\nEpoch 0: |          | 9491/? [1:06:35<00:00,  2.38it/s]\nEpoch 0: |          | 9492/? [1:06:36<00:00,  2.38it/s]\nEpoch 0: |          | 9492/? [1:06:36<00:00,  2.38it/s]\nEpoch 0: |          | 9493/? [1:06:36<00:00,  2.38it/s]\nEpoch 0: |          | 9493/? [1:06:36<00:00,  2.38it/s]\nEpoch 0: |          | 9494/? [1:06:36<00:00,  2.38it/s]\nEpoch 0: |          | 9494/? [1:06:36<00:00,  2.38it/s]\nEpoch 0: |          | 9495/? [1:06:37<00:00,  2.38it/s]\nEpoch 0: |          | 9495/? [1:06:37<00:00,  2.38it/s]\nEpoch 0: |          | 9496/? [1:06:37<00:00,  2.38it/s]\nEpoch 0: |          | 9496/? [1:06:37<00:00,  2.38it/s]\nEpoch 0: |          | 9497/? [1:06:37<00:00,  2.38it/s]\nEpoch 0: |          | 9497/? [1:06:37<00:00,  2.38it/s]\nEpoch 0: |          | 9498/? [1:06:38<00:00,  2.38it/s]\nEpoch 0: |          | 9498/? [1:06:38<00:00,  2.38it/s]\nEpoch 0: |          | 9499/? [1:06:38<00:00,  2.38it/s]\nEpoch 0: |          | 9499/? [1:06:38<00:00,  2.38it/s]\nEpoch 0: |          | 9500/? [1:06:38<00:00,  2.38it/s]\nEpoch 0: |          | 9500/? [1:06:38<00:00,  2.38it/s]\nEpoch 0: |          | 9501/? [1:06:39<00:00,  2.38it/s]\nEpoch 0: |          | 9501/? [1:06:39<00:00,  2.38it/s]\nEpoch 0: |          | 9502/? [1:06:39<00:00,  2.38it/s]\nEpoch 0: |          | 9502/? [1:06:39<00:00,  2.38it/s]\nEpoch 0: |          | 9503/? [1:06:39<00:00,  2.38it/s]\nEpoch 0: |          | 9503/? [1:06:39<00:00,  2.38it/s]\nEpoch 0: |          | 9504/? [1:06:39<00:00,  2.38it/s]\nEpoch 0: |          | 9504/? [1:06:39<00:00,  2.38it/s]\nEpoch 0: |          | 9505/? [1:06:40<00:00,  2.38it/s]\nEpoch 0: |          | 9505/? [1:06:40<00:00,  2.38it/s]\nEpoch 0: |          | 9506/? [1:06:40<00:00,  2.38it/s]\nEpoch 0: |          | 9506/? [1:06:40<00:00,  2.38it/s]\nEpoch 0: |          | 9507/? [1:06:40<00:00,  2.38it/s]\nEpoch 0: |          | 9507/? [1:06:40<00:00,  2.38it/s]\nEpoch 0: |          | 9508/? [1:06:41<00:00,  2.38it/s]\nEpoch 0: |          | 9508/? [1:06:41<00:00,  2.38it/s]\nEpoch 0: |          | 9509/? [1:06:41<00:00,  2.38it/s]\nEpoch 0: |          | 9509/? [1:06:41<00:00,  2.38it/s]\nEpoch 0: |          | 9510/? [1:06:41<00:00,  2.38it/s]\nEpoch 0: |          | 9510/? [1:06:41<00:00,  2.38it/s]\nEpoch 0: |          | 9511/? [1:06:42<00:00,  2.38it/s]\nEpoch 0: |          | 9511/? [1:06:42<00:00,  2.38it/s]\nEpoch 0: |          | 9512/? [1:06:42<00:00,  2.38it/s]\nEpoch 0: |          | 9512/? [1:06:42<00:00,  2.38it/s]\nEpoch 0: |          | 9513/? [1:06:42<00:00,  2.38it/s]\nEpoch 0: |          | 9513/? [1:06:42<00:00,  2.38it/s]\nEpoch 0: |          | 9514/? [1:06:43<00:00,  2.38it/s]\nEpoch 0: |          | 9514/? [1:06:43<00:00,  2.38it/s]\nEpoch 0: |          | 9515/? [1:06:43<00:00,  2.38it/s]\nEpoch 0: |          | 9515/? [1:06:43<00:00,  2.38it/s]\nEpoch 0: |          | 9516/? [1:06:43<00:00,  2.38it/s]\nEpoch 0: |          | 9516/? [1:06:43<00:00,  2.38it/s]\nEpoch 0: |          | 9517/? [1:06:44<00:00,  2.38it/s]\nEpoch 0: |          | 9517/? [1:06:44<00:00,  2.38it/s]\nEpoch 0: |          | 9518/? [1:06:44<00:00,  2.38it/s]\nEpoch 0: |          | 9518/? [1:06:44<00:00,  2.38it/s]\nEpoch 0: |          | 9519/? [1:06:44<00:00,  2.38it/s]\nEpoch 0: |          | 9519/? [1:06:44<00:00,  2.38it/s]\nEpoch 0: |          | 9520/? [1:06:45<00:00,  2.38it/s]\nEpoch 0: |          | 9520/? [1:06:45<00:00,  2.38it/s]\nEpoch 0: |          | 9521/? [1:06:45<00:00,  2.38it/s]\nEpoch 0: |          | 9521/? [1:06:45<00:00,  2.38it/s]\nEpoch 0: |          | 9522/? [1:06:45<00:00,  2.38it/s]\nEpoch 0: |          | 9522/? [1:06:45<00:00,  2.38it/s]\nEpoch 0: |          | 9523/? [1:06:46<00:00,  2.38it/s]\nEpoch 0: |          | 9523/? [1:06:46<00:00,  2.38it/s]\nEpoch 0: |          | 9524/? [1:06:46<00:00,  2.38it/s]\nEpoch 0: |          | 9524/? [1:06:46<00:00,  2.38it/s]\nEpoch 0: |          | 9525/? [1:06:46<00:00,  2.38it/s]\nEpoch 0: |          | 9525/? [1:06:46<00:00,  2.38it/s]\nEpoch 0: |          | 9526/? [1:06:47<00:00,  2.38it/s]\nEpoch 0: |          | 9526/? [1:06:47<00:00,  2.38it/s]\nEpoch 0: |          | 9527/? [1:06:47<00:00,  2.38it/s]\nEpoch 0: |          | 9527/? [1:06:47<00:00,  2.38it/s]\nEpoch 0: |          | 9528/? [1:06:47<00:00,  2.38it/s]\nEpoch 0: |          | 9528/? [1:06:47<00:00,  2.38it/s]\nEpoch 0: |          | 9529/? [1:06:48<00:00,  2.38it/s]\nEpoch 0: |          | 9529/? [1:06:48<00:00,  2.38it/s]\nEpoch 0: |          | 9530/? [1:06:48<00:00,  2.38it/s]\nEpoch 0: |          | 9530/? [1:06:48<00:00,  2.38it/s]\nEpoch 0: |          | 9531/? [1:06:48<00:00,  2.38it/s]\nEpoch 0: |          | 9531/? [1:06:48<00:00,  2.38it/s]\nEpoch 0: |          | 9532/? [1:06:49<00:00,  2.38it/s]\nEpoch 0: |          | 9532/? [1:06:49<00:00,  2.38it/s]\nEpoch 0: |          | 9533/? [1:06:49<00:00,  2.38it/s]\nEpoch 0: |          | 9533/? [1:06:49<00:00,  2.38it/s]\nEpoch 0: |          | 9534/? [1:06:49<00:00,  2.38it/s]\nEpoch 0: |          | 9534/? [1:06:49<00:00,  2.38it/s]\nEpoch 0: |          | 9535/? [1:06:50<00:00,  2.38it/s]\nEpoch 0: |          | 9535/? [1:06:50<00:00,  2.38it/s]\nEpoch 0: |          | 9536/? [1:06:50<00:00,  2.38it/s]\nEpoch 0: |          | 9536/? [1:06:50<00:00,  2.38it/s]\nEpoch 0: |          | 9537/? [1:06:50<00:00,  2.38it/s]\nEpoch 0: |          | 9537/? [1:06:50<00:00,  2.38it/s]\nEpoch 0: |          | 9538/? [1:06:51<00:00,  2.38it/s]\nEpoch 0: |          | 9538/? [1:06:51<00:00,  2.38it/s]\nEpoch 0: |          | 9539/? [1:06:51<00:00,  2.38it/s]\nEpoch 0: |          | 9539/? [1:06:51<00:00,  2.38it/s]\nEpoch 0: |          | 9540/? [1:06:51<00:00,  2.38it/s]\nEpoch 0: |          | 9540/? [1:06:51<00:00,  2.38it/s]\nEpoch 0: |          | 9541/? [1:06:52<00:00,  2.38it/s]\nEpoch 0: |          | 9541/? [1:06:52<00:00,  2.38it/s]\nEpoch 0: |          | 9542/? [1:06:52<00:00,  2.38it/s]\nEpoch 0: |          | 9542/? [1:06:52<00:00,  2.38it/s]\nEpoch 0: |          | 9543/? [1:06:52<00:00,  2.38it/s]\nEpoch 0: |          | 9543/? [1:06:52<00:00,  2.38it/s]\nEpoch 0: |          | 9544/? [1:06:53<00:00,  2.38it/s]\nEpoch 0: |          | 9544/? [1:06:53<00:00,  2.38it/s]\nEpoch 0: |          | 9545/? [1:06:53<00:00,  2.38it/s]\nEpoch 0: |          | 9545/? [1:06:53<00:00,  2.38it/s]\nEpoch 0: |          | 9546/? [1:06:53<00:00,  2.38it/s]\nEpoch 0: |          | 9546/? [1:06:53<00:00,  2.38it/s]\nEpoch 0: |          | 9547/? [1:06:54<00:00,  2.38it/s]\nEpoch 0: |          | 9547/? [1:06:54<00:00,  2.38it/s]\nEpoch 0: |          | 9548/? [1:06:54<00:00,  2.38it/s]\nEpoch 0: |          | 9548/? [1:06:54<00:00,  2.38it/s]\nEpoch 0: |          | 9549/? [1:06:54<00:00,  2.38it/s]\nEpoch 0: |          | 9549/? [1:06:54<00:00,  2.38it/s]\nEpoch 0: |          | 9550/? [1:06:55<00:00,  2.38it/s]\nEpoch 0: |          | 9550/? [1:06:55<00:00,  2.38it/s]\nEpoch 0: |          | 9551/? [1:06:55<00:00,  2.38it/s]\nEpoch 0: |          | 9551/? [1:06:55<00:00,  2.38it/s]\nEpoch 0: |          | 9552/? [1:06:55<00:00,  2.38it/s]\nEpoch 0: |          | 9552/? [1:06:55<00:00,  2.38it/s]\nEpoch 0: |          | 9553/? [1:06:56<00:00,  2.38it/s]\nEpoch 0: |          | 9553/? [1:06:56<00:00,  2.38it/s]\nEpoch 0: |          | 9554/? [1:06:56<00:00,  2.38it/s]\nEpoch 0: |          | 9554/? [1:06:56<00:00,  2.38it/s]\nEpoch 0: |          | 9555/? [1:06:56<00:00,  2.38it/s]\nEpoch 0: |          | 9555/? [1:06:56<00:00,  2.38it/s]\nEpoch 0: |          | 9556/? [1:06:56<00:00,  2.38it/s]\nEpoch 0: |          | 9556/? [1:06:56<00:00,  2.38it/s]\nEpoch 0: |          | 9557/? [1:06:57<00:00,  2.38it/s]\nEpoch 0: |          | 9557/? [1:06:57<00:00,  2.38it/s]\nEpoch 0: |          | 9558/? [1:06:57<00:00,  2.38it/s]\nEpoch 0: |          | 9558/? [1:06:57<00:00,  2.38it/s]\nEpoch 0: |          | 9559/? [1:06:57<00:00,  2.38it/s]\nEpoch 0: |          | 9559/? [1:06:57<00:00,  2.38it/s]\nEpoch 0: |          | 9560/? [1:06:58<00:00,  2.38it/s]\nEpoch 0: |          | 9560/? [1:06:58<00:00,  2.38it/s]\nEpoch 0: |          | 9561/? [1:06:58<00:00,  2.38it/s]\nEpoch 0: |          | 9561/? [1:06:58<00:00,  2.38it/s]\nEpoch 0: |          | 9562/? [1:06:58<00:00,  2.38it/s]\nEpoch 0: |          | 9562/? [1:06:58<00:00,  2.38it/s]\nEpoch 0: |          | 9563/? [1:06:59<00:00,  2.38it/s]\nEpoch 0: |          | 9563/? [1:06:59<00:00,  2.38it/s]\nEpoch 0: |          | 9564/? [1:06:59<00:00,  2.38it/s]\nEpoch 0: |          | 9564/? [1:06:59<00:00,  2.38it/s]\nEpoch 0: |          | 9565/? [1:06:59<00:00,  2.38it/s]\nEpoch 0: |          | 9565/? [1:06:59<00:00,  2.38it/s]\nEpoch 0: |          | 9566/? [1:07:00<00:00,  2.38it/s]\nEpoch 0: |          | 9566/? [1:07:00<00:00,  2.38it/s]\nEpoch 0: |          | 9567/? [1:07:00<00:00,  2.38it/s]\nEpoch 0: |          | 9567/? [1:07:00<00:00,  2.38it/s]\nEpoch 0: |          | 9568/? [1:07:00<00:00,  2.38it/s]\nEpoch 0: |          | 9568/? [1:07:00<00:00,  2.38it/s]\nEpoch 0: |          | 9569/? [1:07:01<00:00,  2.38it/s]\nEpoch 0: |          | 9569/? [1:07:01<00:00,  2.38it/s]\nEpoch 0: |          | 9570/? [1:07:01<00:00,  2.38it/s]\nEpoch 0: |          | 9570/? [1:07:01<00:00,  2.38it/s]\nEpoch 0: |          | 9571/? [1:07:01<00:00,  2.38it/s]\nEpoch 0: |          | 9571/? [1:07:01<00:00,  2.38it/s]\nEpoch 0: |          | 9572/? [1:07:02<00:00,  2.38it/s]\nEpoch 0: |          | 9572/? [1:07:02<00:00,  2.38it/s]\nEpoch 0: |          | 9573/? [1:07:02<00:00,  2.38it/s]\nEpoch 0: |          | 9573/? [1:07:02<00:00,  2.38it/s]\nEpoch 0: |          | 9574/? [1:07:02<00:00,  2.38it/s]\nEpoch 0: |          | 9574/? [1:07:02<00:00,  2.38it/s]\nEpoch 0: |          | 9575/? [1:07:03<00:00,  2.38it/s]\nEpoch 0: |          | 9575/? [1:07:03<00:00,  2.38it/s]\nEpoch 0: |          | 9576/? [1:07:03<00:00,  2.38it/s]\nEpoch 0: |          | 9576/? [1:07:03<00:00,  2.38it/s]\nEpoch 0: |          | 9577/? [1:07:03<00:00,  2.38it/s]\nEpoch 0: |          | 9577/? [1:07:03<00:00,  2.38it/s]\nEpoch 0: |          | 9578/? [1:07:04<00:00,  2.38it/s]\nEpoch 0: |          | 9578/? [1:07:04<00:00,  2.38it/s]\nEpoch 0: |          | 9579/? [1:07:04<00:00,  2.38it/s]\nEpoch 0: |          | 9579/? [1:07:04<00:00,  2.38it/s]\nEpoch 0: |          | 9580/? [1:07:04<00:00,  2.38it/s]\nEpoch 0: |          | 9580/? [1:07:04<00:00,  2.38it/s]\nEpoch 0: |          | 9581/? [1:07:05<00:00,  2.38it/s]\nEpoch 0: |          | 9581/? [1:07:05<00:00,  2.38it/s]\nEpoch 0: |          | 9582/? [1:07:05<00:00,  2.38it/s]\nEpoch 0: |          | 9582/? [1:07:05<00:00,  2.38it/s]\nEpoch 0: |          | 9583/? [1:07:05<00:00,  2.38it/s]\nEpoch 0: |          | 9583/? [1:07:05<00:00,  2.38it/s]\nEpoch 0: |          | 9584/? [1:07:06<00:00,  2.38it/s]\nEpoch 0: |          | 9584/? [1:07:06<00:00,  2.38it/s]\nEpoch 0: |          | 9585/? [1:07:06<00:00,  2.38it/s]\nEpoch 0: |          | 9585/? [1:07:06<00:00,  2.38it/s]\nEpoch 0: |          | 9586/? [1:07:06<00:00,  2.38it/s]\nEpoch 0: |          | 9586/? [1:07:06<00:00,  2.38it/s]\nEpoch 0: |          | 9587/? [1:07:07<00:00,  2.38it/s]\nEpoch 0: |          | 9587/? [1:07:07<00:00,  2.38it/s]\nEpoch 0: |          | 9588/? [1:07:07<00:00,  2.38it/s]\nEpoch 0: |          | 9588/? [1:07:07<00:00,  2.38it/s]\nEpoch 0: |          | 9589/? [1:07:07<00:00,  2.38it/s]\nEpoch 0: |          | 9589/? [1:07:07<00:00,  2.38it/s]\nEpoch 0: |          | 9590/? [1:07:08<00:00,  2.38it/s]\nEpoch 0: |          | 9590/? [1:07:08<00:00,  2.38it/s]\nEpoch 0: |          | 9591/? [1:07:08<00:00,  2.38it/s]\nEpoch 0: |          | 9591/? [1:07:08<00:00,  2.38it/s]\nEpoch 0: |          | 9592/? [1:07:08<00:00,  2.38it/s]\nEpoch 0: |          | 9592/? [1:07:08<00:00,  2.38it/s]\nEpoch 0: |          | 9593/? [1:07:09<00:00,  2.38it/s]\nEpoch 0: |          | 9593/? [1:07:09<00:00,  2.38it/s]\nEpoch 0: |          | 9594/? [1:07:09<00:00,  2.38it/s]\nEpoch 0: |          | 9594/? [1:07:09<00:00,  2.38it/s]\nEpoch 0: |          | 9595/? [1:07:09<00:00,  2.38it/s]\nEpoch 0: |          | 9595/? [1:07:09<00:00,  2.38it/s]\nEpoch 0: |          | 9596/? [1:07:09<00:00,  2.38it/s]\nEpoch 0: |          | 9596/? [1:07:09<00:00,  2.38it/s]\nEpoch 0: |          | 9597/? [1:07:10<00:00,  2.38it/s]\nEpoch 0: |          | 9597/? [1:07:10<00:00,  2.38it/s]\nEpoch 0: |          | 9598/? [1:07:10<00:00,  2.38it/s]\nEpoch 0: |          | 9598/? [1:07:10<00:00,  2.38it/s]\nEpoch 0: |          | 9599/? [1:07:10<00:00,  2.38it/s]\nEpoch 0: |          | 9599/? [1:07:10<00:00,  2.38it/s]\nEpoch 0: |          | 9600/? [1:07:11<00:00,  2.38it/s]\nEpoch 0: |          | 9600/? [1:07:11<00:00,  2.38it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.77it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.13it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.20it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.00it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 9600/? [1:07:11<00:00,  2.38it/s]\nEpoch 0: |          | 9601/? [1:07:11<00:00,  2.38it/s]\nEpoch 0: |          | 9601/? [1:07:11<00:00,  2.38it/s]\nEpoch 0: |          | 9602/? [1:07:12<00:00,  2.38it/s]\nEpoch 0: |          | 9602/? [1:07:12<00:00,  2.38it/s]\nEpoch 0: |          | 9603/? [1:07:12<00:00,  2.38it/s]\nEpoch 0: |          | 9603/? [1:07:12<00:00,  2.38it/s]\nEpoch 0: |          | 9604/? [1:07:12<00:00,  2.38it/s]\nEpoch 0: |          | 9604/? [1:07:12<00:00,  2.38it/s]\nEpoch 0: |          | 9605/? [1:07:13<00:00,  2.38it/s]\nEpoch 0: |          | 9605/? [1:07:13<00:00,  2.38it/s]\nEpoch 0: |          | 9606/? [1:07:13<00:00,  2.38it/s]\nEpoch 0: |          | 9606/? [1:07:13<00:00,  2.38it/s]\nEpoch 0: |          | 9607/? [1:07:13<00:00,  2.38it/s]\nEpoch 0: |          | 9607/? [1:07:13<00:00,  2.38it/s]\nEpoch 0: |          | 9608/? [1:07:14<00:00,  2.38it/s]\nEpoch 0: |          | 9608/? [1:07:14<00:00,  2.38it/s]\nEpoch 0: |          | 9609/? [1:07:14<00:00,  2.38it/s]\nEpoch 0: |          | 9609/? [1:07:14<00:00,  2.38it/s]\nEpoch 0: |          | 9610/? [1:07:14<00:00,  2.38it/s]\nEpoch 0: |          | 9610/? [1:07:14<00:00,  2.38it/s]\nEpoch 0: |          | 9611/? [1:07:15<00:00,  2.38it/s]\nEpoch 0: |          | 9611/? [1:07:15<00:00,  2.38it/s]\nEpoch 0: |          | 9612/? [1:07:15<00:00,  2.38it/s]\nEpoch 0: |          | 9612/? [1:07:15<00:00,  2.38it/s]\nEpoch 0: |          | 9613/? [1:07:15<00:00,  2.38it/s]\nEpoch 0: |          | 9613/? [1:07:15<00:00,  2.38it/s]\nEpoch 0: |          | 9614/? [1:07:16<00:00,  2.38it/s]\nEpoch 0: |          | 9614/? [1:07:16<00:00,  2.38it/s]\nEpoch 0: |          | 9615/? [1:07:16<00:00,  2.38it/s]\nEpoch 0: |          | 9615/? [1:07:16<00:00,  2.38it/s]\nEpoch 0: |          | 9616/? [1:07:16<00:00,  2.38it/s]\nEpoch 0: |          | 9616/? [1:07:16<00:00,  2.38it/s]\nEpoch 0: |          | 9617/? [1:07:17<00:00,  2.38it/s]\nEpoch 0: |          | 9617/? [1:07:17<00:00,  2.38it/s]\nEpoch 0: |          | 9618/? [1:07:17<00:00,  2.38it/s]\nEpoch 0: |          | 9618/? [1:07:17<00:00,  2.38it/s]\nEpoch 0: |          | 9619/? [1:07:17<00:00,  2.38it/s]\nEpoch 0: |          | 9619/? [1:07:17<00:00,  2.38it/s]\nEpoch 0: |          | 9620/? [1:07:18<00:00,  2.38it/s]\nEpoch 0: |          | 9620/? [1:07:18<00:00,  2.38it/s]\nEpoch 0: |          | 9621/? [1:07:18<00:00,  2.38it/s]\nEpoch 0: |          | 9621/? [1:07:18<00:00,  2.38it/s]\nEpoch 0: |          | 9622/? [1:07:18<00:00,  2.38it/s]\nEpoch 0: |          | 9622/? [1:07:18<00:00,  2.38it/s]\nEpoch 0: |          | 9623/? [1:07:19<00:00,  2.38it/s]\nEpoch 0: |          | 9623/? [1:07:19<00:00,  2.38it/s]\nEpoch 0: |          | 9624/? [1:07:19<00:00,  2.38it/s]\nEpoch 0: |          | 9624/? [1:07:19<00:00,  2.38it/s]\nEpoch 0: |          | 9625/? [1:07:19<00:00,  2.38it/s]\nEpoch 0: |          | 9625/? [1:07:19<00:00,  2.38it/s]\nEpoch 0: |          | 9626/? [1:07:20<00:00,  2.38it/s]\nEpoch 0: |          | 9626/? [1:07:20<00:00,  2.38it/s]\nEpoch 0: |          | 9627/? [1:07:20<00:00,  2.38it/s]\nEpoch 0: |          | 9627/? [1:07:20<00:00,  2.38it/s]\nEpoch 0: |          | 9628/? [1:07:20<00:00,  2.38it/s]\nEpoch 0: |          | 9628/? [1:07:20<00:00,  2.38it/s]\nEpoch 0: |          | 9629/? [1:07:21<00:00,  2.38it/s]\nEpoch 0: |          | 9629/? [1:07:21<00:00,  2.38it/s]\nEpoch 0: |          | 9630/? [1:07:21<00:00,  2.38it/s]\nEpoch 0: |          | 9630/? [1:07:21<00:00,  2.38it/s]\nEpoch 0: |          | 9631/? [1:07:21<00:00,  2.38it/s]\nEpoch 0: |          | 9631/? [1:07:21<00:00,  2.38it/s]\nEpoch 0: |          | 9632/? [1:07:21<00:00,  2.38it/s]\nEpoch 0: |          | 9632/? [1:07:21<00:00,  2.38it/s]\nEpoch 0: |          | 9633/? [1:07:22<00:00,  2.38it/s]\nEpoch 0: |          | 9633/? [1:07:22<00:00,  2.38it/s]\nEpoch 0: |          | 9634/? [1:07:22<00:00,  2.38it/s]\nEpoch 0: |          | 9634/? [1:07:22<00:00,  2.38it/s]\nEpoch 0: |          | 9635/? [1:07:22<00:00,  2.38it/s]\nEpoch 0: |          | 9635/? [1:07:22<00:00,  2.38it/s]\nEpoch 0: |          | 9636/? [1:07:23<00:00,  2.38it/s]\nEpoch 0: |          | 9636/? [1:07:23<00:00,  2.38it/s]\nEpoch 0: |          | 9637/? [1:07:23<00:00,  2.38it/s]\nEpoch 0: |          | 9637/? [1:07:23<00:00,  2.38it/s]\nEpoch 0: |          | 9638/? [1:07:23<00:00,  2.38it/s]\nEpoch 0: |          | 9638/? [1:07:23<00:00,  2.38it/s]\nEpoch 0: |          | 9639/? [1:07:24<00:00,  2.38it/s]\nEpoch 0: |          | 9639/? [1:07:24<00:00,  2.38it/s]\nEpoch 0: |          | 9640/? [1:07:24<00:00,  2.38it/s]\nEpoch 0: |          | 9640/? [1:07:24<00:00,  2.38it/s]\nEpoch 0: |          | 9641/? [1:07:24<00:00,  2.38it/s]\nEpoch 0: |          | 9641/? [1:07:24<00:00,  2.38it/s]\nEpoch 0: |          | 9642/? [1:07:25<00:00,  2.38it/s]\nEpoch 0: |          | 9642/? [1:07:25<00:00,  2.38it/s]\nEpoch 0: |          | 9643/? [1:07:25<00:00,  2.38it/s]\nEpoch 0: |          | 9643/? [1:07:25<00:00,  2.38it/s]\nEpoch 0: |          | 9644/? [1:07:25<00:00,  2.38it/s]\nEpoch 0: |          | 9644/? [1:07:25<00:00,  2.38it/s]\nEpoch 0: |          | 9645/? [1:07:26<00:00,  2.38it/s]\nEpoch 0: |          | 9645/? [1:07:26<00:00,  2.38it/s]\nEpoch 0: |          | 9646/? [1:07:26<00:00,  2.38it/s]\nEpoch 0: |          | 9646/? [1:07:26<00:00,  2.38it/s]\nEpoch 0: |          | 9647/? [1:07:26<00:00,  2.38it/s]\nEpoch 0: |          | 9647/? [1:07:26<00:00,  2.38it/s]\nEpoch 0: |          | 9648/? [1:07:27<00:00,  2.38it/s]\nEpoch 0: |          | 9648/? [1:07:27<00:00,  2.38it/s]\nEpoch 0: |          | 9649/? [1:07:27<00:00,  2.38it/s]\nEpoch 0: |          | 9649/? [1:07:27<00:00,  2.38it/s]\nEpoch 0: |          | 9650/? [1:07:27<00:00,  2.38it/s]\nEpoch 0: |          | 9650/? [1:07:27<00:00,  2.38it/s]\nEpoch 0: |          | 9651/? [1:07:28<00:00,  2.38it/s]\nEpoch 0: |          | 9651/? [1:07:28<00:00,  2.38it/s]\nEpoch 0: |          | 9652/? [1:07:28<00:00,  2.38it/s]\nEpoch 0: |          | 9652/? [1:07:28<00:00,  2.38it/s]\nEpoch 0: |          | 9653/? [1:07:28<00:00,  2.38it/s]\nEpoch 0: |          | 9653/? [1:07:28<00:00,  2.38it/s]\nEpoch 0: |          | 9654/? [1:07:29<00:00,  2.38it/s]\nEpoch 0: |          | 9654/? [1:07:29<00:00,  2.38it/s]\nEpoch 0: |          | 9655/? [1:07:29<00:00,  2.38it/s]\nEpoch 0: |          | 9655/? [1:07:29<00:00,  2.38it/s]\nEpoch 0: |          | 9656/? [1:07:29<00:00,  2.38it/s]\nEpoch 0: |          | 9656/? [1:07:29<00:00,  2.38it/s]\nEpoch 0: |          | 9657/? [1:07:30<00:00,  2.38it/s]\nEpoch 0: |          | 9657/? [1:07:30<00:00,  2.38it/s]\nEpoch 0: |          | 9658/? [1:07:30<00:00,  2.38it/s]\nEpoch 0: |          | 9658/? [1:07:30<00:00,  2.38it/s]\nEpoch 0: |          | 9659/? [1:07:30<00:00,  2.38it/s]\nEpoch 0: |          | 9659/? [1:07:30<00:00,  2.38it/s]\nEpoch 0: |          | 9660/? [1:07:31<00:00,  2.38it/s]\nEpoch 0: |          | 9660/? [1:07:31<00:00,  2.38it/s]\nEpoch 0: |          | 9661/? [1:07:31<00:00,  2.38it/s]\nEpoch 0: |          | 9661/? [1:07:31<00:00,  2.38it/s]\nEpoch 0: |          | 9662/? [1:07:31<00:00,  2.38it/s]\nEpoch 0: |          | 9662/? [1:07:31<00:00,  2.38it/s]\nEpoch 0: |          | 9663/? [1:07:32<00:00,  2.38it/s]\nEpoch 0: |          | 9663/? [1:07:32<00:00,  2.38it/s]\nEpoch 0: |          | 9664/? [1:07:32<00:00,  2.38it/s]\nEpoch 0: |          | 9664/? [1:07:32<00:00,  2.38it/s]\nEpoch 0: |          | 9665/? [1:07:32<00:00,  2.38it/s]\nEpoch 0: |          | 9665/? [1:07:32<00:00,  2.38it/s]\nEpoch 0: |          | 9666/? [1:07:33<00:00,  2.38it/s]\nEpoch 0: |          | 9666/? [1:07:33<00:00,  2.38it/s]\nEpoch 0: |          | 9667/? [1:07:33<00:00,  2.38it/s]\nEpoch 0: |          | 9667/? [1:07:33<00:00,  2.38it/s]\nEpoch 0: |          | 9668/? [1:07:33<00:00,  2.38it/s]\nEpoch 0: |          | 9668/? [1:07:33<00:00,  2.38it/s]\nEpoch 0: |          | 9669/? [1:07:34<00:00,  2.39it/s]\nEpoch 0: |          | 9669/? [1:07:34<00:00,  2.39it/s]\nEpoch 0: |          | 9670/? [1:07:34<00:00,  2.39it/s]\nEpoch 0: |          | 9670/? [1:07:34<00:00,  2.39it/s]\nEpoch 0: |          | 9671/? [1:07:34<00:00,  2.39it/s]\nEpoch 0: |          | 9671/? [1:07:34<00:00,  2.39it/s]\nEpoch 0: |          | 9672/? [1:07:34<00:00,  2.39it/s]\nEpoch 0: |          | 9672/? [1:07:34<00:00,  2.39it/s]\nEpoch 0: |          | 9673/? [1:07:35<00:00,  2.39it/s]\nEpoch 0: |          | 9673/? [1:07:35<00:00,  2.39it/s]\nEpoch 0: |          | 9674/? [1:07:35<00:00,  2.39it/s]\nEpoch 0: |          | 9674/? [1:07:35<00:00,  2.39it/s]\nEpoch 0: |          | 9675/? [1:07:36<00:00,  2.39it/s]\nEpoch 0: |          | 9675/? [1:07:36<00:00,  2.39it/s]\nEpoch 0: |          | 9676/? [1:07:36<00:00,  2.39it/s]\nEpoch 0: |          | 9676/? [1:07:36<00:00,  2.39it/s]\nEpoch 0: |          | 9677/? [1:07:36<00:00,  2.39it/s]\nEpoch 0: |          | 9677/? [1:07:36<00:00,  2.39it/s]\nEpoch 0: |          | 9678/? [1:07:37<00:00,  2.39it/s]\nEpoch 0: |          | 9678/? [1:07:37<00:00,  2.39it/s]\nEpoch 0: |          | 9679/? [1:07:37<00:00,  2.39it/s]\nEpoch 0: |          | 9679/? [1:07:37<00:00,  2.39it/s]\nEpoch 0: |          | 9680/? [1:07:37<00:00,  2.39it/s]\nEpoch 0: |          | 9680/? [1:07:37<00:00,  2.39it/s]\nEpoch 0: |          | 9681/? [1:07:37<00:00,  2.39it/s]\nEpoch 0: |          | 9681/? [1:07:37<00:00,  2.39it/s]\nEpoch 0: |          | 9682/? [1:07:38<00:00,  2.39it/s]\nEpoch 0: |          | 9682/? [1:07:38<00:00,  2.39it/s]\nEpoch 0: |          | 9683/? [1:07:38<00:00,  2.39it/s]\nEpoch 0: |          | 9683/? [1:07:38<00:00,  2.39it/s]\nEpoch 0: |          | 9684/? [1:07:38<00:00,  2.39it/s]\nEpoch 0: |          | 9684/? [1:07:38<00:00,  2.39it/s]\nEpoch 0: |          | 9685/? [1:07:39<00:00,  2.39it/s]\nEpoch 0: |          | 9685/? [1:07:39<00:00,  2.39it/s]\nEpoch 0: |          | 9686/? [1:07:39<00:00,  2.39it/s]\nEpoch 0: |          | 9686/? [1:07:39<00:00,  2.39it/s]\nEpoch 0: |          | 9687/? [1:07:39<00:00,  2.39it/s]\nEpoch 0: |          | 9687/? [1:07:39<00:00,  2.39it/s]\nEpoch 0: |          | 9688/? [1:07:40<00:00,  2.39it/s]\nEpoch 0: |          | 9688/? [1:07:40<00:00,  2.39it/s]\nEpoch 0: |          | 9689/? [1:07:40<00:00,  2.39it/s]\nEpoch 0: |          | 9689/? [1:07:40<00:00,  2.39it/s]\nEpoch 0: |          | 9690/? [1:07:40<00:00,  2.39it/s]\nEpoch 0: |          | 9690/? [1:07:40<00:00,  2.39it/s]\nEpoch 0: |          | 9691/? [1:07:41<00:00,  2.39it/s]\nEpoch 0: |          | 9691/? [1:07:41<00:00,  2.39it/s]\nEpoch 0: |          | 9692/? [1:07:41<00:00,  2.39it/s]\nEpoch 0: |          | 9692/? [1:07:41<00:00,  2.39it/s]\nEpoch 0: |          | 9693/? [1:07:41<00:00,  2.39it/s]\nEpoch 0: |          | 9693/? [1:07:41<00:00,  2.39it/s]\nEpoch 0: |          | 9694/? [1:07:42<00:00,  2.39it/s]\nEpoch 0: |          | 9694/? [1:07:42<00:00,  2.39it/s]\nEpoch 0: |          | 9695/? [1:07:42<00:00,  2.39it/s]\nEpoch 0: |          | 9695/? [1:07:42<00:00,  2.39it/s]\nEpoch 0: |          | 9696/? [1:07:42<00:00,  2.39it/s]\nEpoch 0: |          | 9696/? [1:07:42<00:00,  2.39it/s]\nEpoch 0: |          | 9697/? [1:07:43<00:00,  2.39it/s]\nEpoch 0: |          | 9697/? [1:07:43<00:00,  2.39it/s]\nEpoch 0: |          | 9698/? [1:07:43<00:00,  2.39it/s]\nEpoch 0: |          | 9698/? [1:07:43<00:00,  2.39it/s]\nEpoch 0: |          | 9699/? [1:07:43<00:00,  2.39it/s]\nEpoch 0: |          | 9699/? [1:07:43<00:00,  2.39it/s]\nEpoch 0: |          | 9700/? [1:07:44<00:00,  2.39it/s]\nEpoch 0: |          | 9700/? [1:07:44<00:00,  2.39it/s]\nEpoch 0: |          | 9701/? [1:07:44<00:00,  2.39it/s]\nEpoch 0: |          | 9701/? [1:07:44<00:00,  2.39it/s]\nEpoch 0: |          | 9702/? [1:07:44<00:00,  2.39it/s]\nEpoch 0: |          | 9702/? [1:07:44<00:00,  2.39it/s]\nEpoch 0: |          | 9703/? [1:07:45<00:00,  2.39it/s]\nEpoch 0: |          | 9703/? [1:07:45<00:00,  2.39it/s]\nEpoch 0: |          | 9704/? [1:07:45<00:00,  2.39it/s]\nEpoch 0: |          | 9704/? [1:07:45<00:00,  2.39it/s]\nEpoch 0: |          | 9705/? [1:07:45<00:00,  2.39it/s]\nEpoch 0: |          | 9705/? [1:07:45<00:00,  2.39it/s]\nEpoch 0: |          | 9706/? [1:07:46<00:00,  2.39it/s]\nEpoch 0: |          | 9706/? [1:07:46<00:00,  2.39it/s]\nEpoch 0: |          | 9707/? [1:07:46<00:00,  2.39it/s]\nEpoch 0: |          | 9707/? [1:07:46<00:00,  2.39it/s]\nEpoch 0: |          | 9708/? [1:07:46<00:00,  2.39it/s]\nEpoch 0: |          | 9708/? [1:07:46<00:00,  2.39it/s]\nEpoch 0: |          | 9709/? [1:07:46<00:00,  2.39it/s]\nEpoch 0: |          | 9709/? [1:07:46<00:00,  2.39it/s]\nEpoch 0: |          | 9710/? [1:07:47<00:00,  2.39it/s]\nEpoch 0: |          | 9710/? [1:07:47<00:00,  2.39it/s]\nEpoch 0: |          | 9711/? [1:07:47<00:00,  2.39it/s]\nEpoch 0: |          | 9711/? [1:07:47<00:00,  2.39it/s]\nEpoch 0: |          | 9712/? [1:07:47<00:00,  2.39it/s]\nEpoch 0: |          | 9712/? [1:07:47<00:00,  2.39it/s]\nEpoch 0: |          | 9713/? [1:07:48<00:00,  2.39it/s]\nEpoch 0: |          | 9713/? [1:07:48<00:00,  2.39it/s]\nEpoch 0: |          | 9714/? [1:07:48<00:00,  2.39it/s]\nEpoch 0: |          | 9714/? [1:07:48<00:00,  2.39it/s]\nEpoch 0: |          | 9715/? [1:07:48<00:00,  2.39it/s]\nEpoch 0: |          | 9715/? [1:07:48<00:00,  2.39it/s]\nEpoch 0: |          | 9716/? [1:07:49<00:00,  2.39it/s]\nEpoch 0: |          | 9716/? [1:07:49<00:00,  2.39it/s]\nEpoch 0: |          | 9717/? [1:07:49<00:00,  2.39it/s]\nEpoch 0: |          | 9717/? [1:07:49<00:00,  2.39it/s]\nEpoch 0: |          | 9718/? [1:07:49<00:00,  2.39it/s]\nEpoch 0: |          | 9718/? [1:07:49<00:00,  2.39it/s]\nEpoch 0: |          | 9719/? [1:07:50<00:00,  2.39it/s]\nEpoch 0: |          | 9719/? [1:07:50<00:00,  2.39it/s]\nEpoch 0: |          | 9720/? [1:07:50<00:00,  2.39it/s]\nEpoch 0: |          | 9720/? [1:07:50<00:00,  2.39it/s]\nEpoch 0: |          | 9721/? [1:07:50<00:00,  2.39it/s]\nEpoch 0: |          | 9721/? [1:07:50<00:00,  2.39it/s]\nEpoch 0: |          | 9722/? [1:07:51<00:00,  2.39it/s]\nEpoch 0: |          | 9722/? [1:07:51<00:00,  2.39it/s]\nEpoch 0: |          | 9723/? [1:07:51<00:00,  2.39it/s]\nEpoch 0: |          | 9723/? [1:07:51<00:00,  2.39it/s]\nEpoch 0: |          | 9724/? [1:07:51<00:00,  2.39it/s]\nEpoch 0: |          | 9724/? [1:07:51<00:00,  2.39it/s]\nEpoch 0: |          | 9725/? [1:07:52<00:00,  2.39it/s]\nEpoch 0: |          | 9725/? [1:07:52<00:00,  2.39it/s]\nEpoch 0: |          | 9726/? [1:07:52<00:00,  2.39it/s]\nEpoch 0: |          | 9726/? [1:07:52<00:00,  2.39it/s]\nEpoch 0: |          | 9727/? [1:07:52<00:00,  2.39it/s]\nEpoch 0: |          | 9727/? [1:07:52<00:00,  2.39it/s]\nEpoch 0: |          | 9728/? [1:07:53<00:00,  2.39it/s]\nEpoch 0: |          | 9728/? [1:07:53<00:00,  2.39it/s]\nEpoch 0: |          | 9729/? [1:07:53<00:00,  2.39it/s]\nEpoch 0: |          | 9729/? [1:07:53<00:00,  2.39it/s]\nEpoch 0: |          | 9730/? [1:07:53<00:00,  2.39it/s]\nEpoch 0: |          | 9730/? [1:07:53<00:00,  2.39it/s]\nEpoch 0: |          | 9731/? [1:07:54<00:00,  2.39it/s]\nEpoch 0: |          | 9731/? [1:07:54<00:00,  2.39it/s]\nEpoch 0: |          | 9732/? [1:07:54<00:00,  2.39it/s]\nEpoch 0: |          | 9732/? [1:07:54<00:00,  2.39it/s]\nEpoch 0: |          | 9733/? [1:07:54<00:00,  2.39it/s]\nEpoch 0: |          | 9733/? [1:07:54<00:00,  2.39it/s]\nEpoch 0: |          | 9734/? [1:07:55<00:00,  2.39it/s]\nEpoch 0: |          | 9734/? [1:07:55<00:00,  2.39it/s]\nEpoch 0: |          | 9735/? [1:07:55<00:00,  2.39it/s]\nEpoch 0: |          | 9735/? [1:07:55<00:00,  2.39it/s]\nEpoch 0: |          | 9736/? [1:07:55<00:00,  2.39it/s]\nEpoch 0: |          | 9736/? [1:07:55<00:00,  2.39it/s]\nEpoch 0: |          | 9737/? [1:07:56<00:00,  2.39it/s]\nEpoch 0: |          | 9737/? [1:07:56<00:00,  2.39it/s]\nEpoch 0: |          | 9738/? [1:07:56<00:00,  2.39it/s]\nEpoch 0: |          | 9738/? [1:07:56<00:00,  2.39it/s]\nEpoch 0: |          | 9739/? [1:07:56<00:00,  2.39it/s]\nEpoch 0: |          | 9739/? [1:07:56<00:00,  2.39it/s]\nEpoch 0: |          | 9740/? [1:07:57<00:00,  2.39it/s]\nEpoch 0: |          | 9740/? [1:07:57<00:00,  2.39it/s]\nEpoch 0: |          | 9741/? [1:07:57<00:00,  2.39it/s]\nEpoch 0: |          | 9741/? [1:07:57<00:00,  2.39it/s]\nEpoch 0: |          | 9742/? [1:07:57<00:00,  2.39it/s]\nEpoch 0: |          | 9742/? [1:07:57<00:00,  2.39it/s]\nEpoch 0: |          | 9743/? [1:07:57<00:00,  2.39it/s]\nEpoch 0: |          | 9743/? [1:07:57<00:00,  2.39it/s]\nEpoch 0: |          | 9744/? [1:07:58<00:00,  2.39it/s]\nEpoch 0: |          | 9744/? [1:07:58<00:00,  2.39it/s]\nEpoch 0: |          | 9745/? [1:07:58<00:00,  2.39it/s]\nEpoch 0: |          | 9745/? [1:07:58<00:00,  2.39it/s]\nEpoch 0: |          | 9746/? [1:07:58<00:00,  2.39it/s]\nEpoch 0: |          | 9746/? [1:07:58<00:00,  2.39it/s]\nEpoch 0: |          | 9747/? [1:07:59<00:00,  2.39it/s]\nEpoch 0: |          | 9747/? [1:07:59<00:00,  2.39it/s]\nEpoch 0: |          | 9748/? [1:07:59<00:00,  2.39it/s]\nEpoch 0: |          | 9748/? [1:07:59<00:00,  2.39it/s]\nEpoch 0: |          | 9749/? [1:07:59<00:00,  2.39it/s]\nEpoch 0: |          | 9749/? [1:07:59<00:00,  2.39it/s]\nEpoch 0: |          | 9750/? [1:08:00<00:00,  2.39it/s]\nEpoch 0: |          | 9750/? [1:08:00<00:00,  2.39it/s]\nEpoch 0: |          | 9751/? [1:08:00<00:00,  2.39it/s]\nEpoch 0: |          | 9751/? [1:08:00<00:00,  2.39it/s]\nEpoch 0: |          | 9752/? [1:08:00<00:00,  2.39it/s]\nEpoch 0: |          | 9752/? [1:08:00<00:00,  2.39it/s]\nEpoch 0: |          | 9753/? [1:08:01<00:00,  2.39it/s]\nEpoch 0: |          | 9753/? [1:08:01<00:00,  2.39it/s]\nEpoch 0: |          | 9754/? [1:08:01<00:00,  2.39it/s]\nEpoch 0: |          | 9754/? [1:08:01<00:00,  2.39it/s]\nEpoch 0: |          | 9755/? [1:08:01<00:00,  2.39it/s]\nEpoch 0: |          | 9755/? [1:08:01<00:00,  2.39it/s]\nEpoch 0: |          | 9756/? [1:08:02<00:00,  2.39it/s]\nEpoch 0: |          | 9756/? [1:08:02<00:00,  2.39it/s]\nEpoch 0: |          | 9757/? [1:08:02<00:00,  2.39it/s]\nEpoch 0: |          | 9757/? [1:08:02<00:00,  2.39it/s]\nEpoch 0: |          | 9758/? [1:08:02<00:00,  2.39it/s]\nEpoch 0: |          | 9758/? [1:08:02<00:00,  2.39it/s]\nEpoch 0: |          | 9759/? [1:08:03<00:00,  2.39it/s]\nEpoch 0: |          | 9759/? [1:08:03<00:00,  2.39it/s]\nEpoch 0: |          | 9760/? [1:08:03<00:00,  2.39it/s]\nEpoch 0: |          | 9760/? [1:08:03<00:00,  2.39it/s]\nEpoch 0: |          | 9761/? [1:08:03<00:00,  2.39it/s]\nEpoch 0: |          | 9761/? [1:08:03<00:00,  2.39it/s]\nEpoch 0: |          | 9762/? [1:08:04<00:00,  2.39it/s]\nEpoch 0: |          | 9762/? [1:08:04<00:00,  2.39it/s]\nEpoch 0: |          | 9763/? [1:08:04<00:00,  2.39it/s]\nEpoch 0: |          | 9763/? [1:08:04<00:00,  2.39it/s]\nEpoch 0: |          | 9764/? [1:08:04<00:00,  2.39it/s]\nEpoch 0: |          | 9764/? [1:08:04<00:00,  2.39it/s]\nEpoch 0: |          | 9765/? [1:08:05<00:00,  2.39it/s]\nEpoch 0: |          | 9765/? [1:08:05<00:00,  2.39it/s]\nEpoch 0: |          | 9766/? [1:08:05<00:00,  2.39it/s]\nEpoch 0: |          | 9766/? [1:08:05<00:00,  2.39it/s]\nEpoch 0: |          | 9767/? [1:08:05<00:00,  2.39it/s]\nEpoch 0: |          | 9767/? [1:08:05<00:00,  2.39it/s]\nEpoch 0: |          | 9768/? [1:08:06<00:00,  2.39it/s]\nEpoch 0: |          | 9768/? [1:08:06<00:00,  2.39it/s]\nEpoch 0: |          | 9769/? [1:08:06<00:00,  2.39it/s]\nEpoch 0: |          | 9769/? [1:08:06<00:00,  2.39it/s]\nEpoch 0: |          | 9770/? [1:08:06<00:00,  2.39it/s]\nEpoch 0: |          | 9770/? [1:08:06<00:00,  2.39it/s]\nEpoch 0: |          | 9771/? [1:08:07<00:00,  2.39it/s]\nEpoch 0: |          | 9771/? [1:08:07<00:00,  2.39it/s]\nEpoch 0: |          | 9772/? [1:08:07<00:00,  2.39it/s]\nEpoch 0: |          | 9772/? [1:08:07<00:00,  2.39it/s]\nEpoch 0: |          | 9773/? [1:08:07<00:00,  2.39it/s]\nEpoch 0: |          | 9773/? [1:08:07<00:00,  2.39it/s]\nEpoch 0: |          | 9774/? [1:08:07<00:00,  2.39it/s]\nEpoch 0: |          | 9774/? [1:08:07<00:00,  2.39it/s]\nEpoch 0: |          | 9775/? [1:08:08<00:00,  2.39it/s]\nEpoch 0: |          | 9775/? [1:08:08<00:00,  2.39it/s]\nEpoch 0: |          | 9776/? [1:08:08<00:00,  2.39it/s]\nEpoch 0: |          | 9776/? [1:08:08<00:00,  2.39it/s]\nEpoch 0: |          | 9777/? [1:08:08<00:00,  2.39it/s]\nEpoch 0: |          | 9777/? [1:08:08<00:00,  2.39it/s]\nEpoch 0: |          | 9778/? [1:08:09<00:00,  2.39it/s]\nEpoch 0: |          | 9778/? [1:08:09<00:00,  2.39it/s]\nEpoch 0: |          | 9779/? [1:08:09<00:00,  2.39it/s]\nEpoch 0: |          | 9779/? [1:08:09<00:00,  2.39it/s]\nEpoch 0: |          | 9780/? [1:08:09<00:00,  2.39it/s]\nEpoch 0: |          | 9780/? [1:08:09<00:00,  2.39it/s]\nEpoch 0: |          | 9781/? [1:08:10<00:00,  2.39it/s]\nEpoch 0: |          | 9781/? [1:08:10<00:00,  2.39it/s]\nEpoch 0: |          | 9782/? [1:08:10<00:00,  2.39it/s]\nEpoch 0: |          | 9782/? [1:08:10<00:00,  2.39it/s]\nEpoch 0: |          | 9783/? [1:08:10<00:00,  2.39it/s]\nEpoch 0: |          | 9783/? [1:08:10<00:00,  2.39it/s]\nEpoch 0: |          | 9784/? [1:08:11<00:00,  2.39it/s]\nEpoch 0: |          | 9784/? [1:08:11<00:00,  2.39it/s]\nEpoch 0: |          | 9785/? [1:08:11<00:00,  2.39it/s]\nEpoch 0: |          | 9785/? [1:08:11<00:00,  2.39it/s]\nEpoch 0: |          | 9786/? [1:08:11<00:00,  2.39it/s]\nEpoch 0: |          | 9786/? [1:08:11<00:00,  2.39it/s]\nEpoch 0: |          | 9787/? [1:08:12<00:00,  2.39it/s]\nEpoch 0: |          | 9787/? [1:08:12<00:00,  2.39it/s]\nEpoch 0: |          | 9788/? [1:08:12<00:00,  2.39it/s]\nEpoch 0: |          | 9788/? [1:08:12<00:00,  2.39it/s]\nEpoch 0: |          | 9789/? [1:08:12<00:00,  2.39it/s]\nEpoch 0: |          | 9789/? [1:08:12<00:00,  2.39it/s]\nEpoch 0: |          | 9790/? [1:08:13<00:00,  2.39it/s]\nEpoch 0: |          | 9790/? [1:08:13<00:00,  2.39it/s]\nEpoch 0: |          | 9791/? [1:08:13<00:00,  2.39it/s]\nEpoch 0: |          | 9791/? [1:08:13<00:00,  2.39it/s]\nEpoch 0: |          | 9792/? [1:08:13<00:00,  2.39it/s]\nEpoch 0: |          | 9792/? [1:08:13<00:00,  2.39it/s]\nEpoch 0: |          | 9793/? [1:08:14<00:00,  2.39it/s]\nEpoch 0: |          | 9793/? [1:08:14<00:00,  2.39it/s]\nEpoch 0: |          | 9794/? [1:08:14<00:00,  2.39it/s]\nEpoch 0: |          | 9794/? [1:08:14<00:00,  2.39it/s]\nEpoch 0: |          | 9795/? [1:08:14<00:00,  2.39it/s]\nEpoch 0: |          | 9795/? [1:08:14<00:00,  2.39it/s]\nEpoch 0: |          | 9796/? [1:08:15<00:00,  2.39it/s]\nEpoch 0: |          | 9796/? [1:08:15<00:00,  2.39it/s]\nEpoch 0: |          | 9797/? [1:08:15<00:00,  2.39it/s]\nEpoch 0: |          | 9797/? [1:08:15<00:00,  2.39it/s]\nEpoch 0: |          | 9798/? [1:08:15<00:00,  2.39it/s]\nEpoch 0: |          | 9798/? [1:08:15<00:00,  2.39it/s]\nEpoch 0: |          | 9799/? [1:08:16<00:00,  2.39it/s]\nEpoch 0: |          | 9799/? [1:08:16<00:00,  2.39it/s]\nEpoch 0: |          | 9800/? [1:08:16<00:00,  2.39it/s]\nEpoch 0: |          | 9800/? [1:08:16<00:00,  2.39it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.26it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.95it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.87it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.78it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 9800/? [1:08:16<00:00,  2.39it/s]\nEpoch 0: |          | 9801/? [1:08:17<00:00,  2.39it/s]\nEpoch 0: |          | 9801/? [1:08:17<00:00,  2.39it/s]\nEpoch 0: |          | 9802/? [1:08:17<00:00,  2.39it/s]\nEpoch 0: |          | 9802/? [1:08:17<00:00,  2.39it/s]\nEpoch 0: |          | 9803/? [1:08:17<00:00,  2.39it/s]\nEpoch 0: |          | 9803/? [1:08:17<00:00,  2.39it/s]\nEpoch 0: |          | 9804/? [1:08:18<00:00,  2.39it/s]\nEpoch 0: |          | 9804/? [1:08:18<00:00,  2.39it/s]\nEpoch 0: |          | 9805/? [1:08:18<00:00,  2.39it/s]\nEpoch 0: |          | 9805/? [1:08:18<00:00,  2.39it/s]\nEpoch 0: |          | 9806/? [1:08:18<00:00,  2.39it/s]\nEpoch 0: |          | 9806/? [1:08:18<00:00,  2.39it/s]\nEpoch 0: |          | 9807/? [1:08:18<00:00,  2.39it/s]\nEpoch 0: |          | 9807/? [1:08:18<00:00,  2.39it/s]\nEpoch 0: |          | 9808/? [1:08:19<00:00,  2.39it/s]\nEpoch 0: |          | 9808/? [1:08:19<00:00,  2.39it/s]\nEpoch 0: |          | 9809/? [1:08:19<00:00,  2.39it/s]\nEpoch 0: |          | 9809/? [1:08:19<00:00,  2.39it/s]\nEpoch 0: |          | 9810/? [1:08:19<00:00,  2.39it/s]\nEpoch 0: |          | 9810/? [1:08:19<00:00,  2.39it/s]\nEpoch 0: |          | 9811/? [1:08:20<00:00,  2.39it/s]\nEpoch 0: |          | 9811/? [1:08:20<00:00,  2.39it/s]\nEpoch 0: |          | 9812/? [1:08:20<00:00,  2.39it/s]\nEpoch 0: |          | 9812/? [1:08:20<00:00,  2.39it/s]\nEpoch 0: |          | 9813/? [1:08:20<00:00,  2.39it/s]\nEpoch 0: |          | 9813/? [1:08:20<00:00,  2.39it/s]\nEpoch 0: |          | 9814/? [1:08:21<00:00,  2.39it/s]\nEpoch 0: |          | 9814/? [1:08:21<00:00,  2.39it/s]\nEpoch 0: |          | 9815/? [1:08:21<00:00,  2.39it/s]\nEpoch 0: |          | 9815/? [1:08:21<00:00,  2.39it/s]\nEpoch 0: |          | 9816/? [1:08:21<00:00,  2.39it/s]\nEpoch 0: |          | 9816/? [1:08:21<00:00,  2.39it/s]\nEpoch 0: |          | 9817/? [1:08:22<00:00,  2.39it/s]\nEpoch 0: |          | 9817/? [1:08:22<00:00,  2.39it/s]\nEpoch 0: |          | 9818/? [1:08:22<00:00,  2.39it/s]\nEpoch 0: |          | 9818/? [1:08:22<00:00,  2.39it/s]\nEpoch 0: |          | 9819/? [1:08:22<00:00,  2.39it/s]\nEpoch 0: |          | 9819/? [1:08:22<00:00,  2.39it/s]\nEpoch 0: |          | 9820/? [1:08:23<00:00,  2.39it/s]\nEpoch 0: |          | 9820/? [1:08:23<00:00,  2.39it/s]\nEpoch 0: |          | 9821/? [1:08:23<00:00,  2.39it/s]\nEpoch 0: |          | 9821/? [1:08:23<00:00,  2.39it/s]\nEpoch 0: |          | 9822/? [1:08:23<00:00,  2.39it/s]\nEpoch 0: |          | 9822/? [1:08:23<00:00,  2.39it/s]\nEpoch 0: |          | 9823/? [1:08:24<00:00,  2.39it/s]\nEpoch 0: |          | 9823/? [1:08:24<00:00,  2.39it/s]\nEpoch 0: |          | 9824/? [1:08:24<00:00,  2.39it/s]\nEpoch 0: |          | 9824/? [1:08:24<00:00,  2.39it/s]\nEpoch 0: |          | 9825/? [1:08:24<00:00,  2.39it/s]\nEpoch 0: |          | 9825/? [1:08:24<00:00,  2.39it/s]\nEpoch 0: |          | 9826/? [1:08:25<00:00,  2.39it/s]\nEpoch 0: |          | 9826/? [1:08:25<00:00,  2.39it/s]\nEpoch 0: |          | 9827/? [1:08:25<00:00,  2.39it/s]\nEpoch 0: |          | 9827/? [1:08:25<00:00,  2.39it/s]\nEpoch 0: |          | 9828/? [1:08:25<00:00,  2.39it/s]\nEpoch 0: |          | 9828/? [1:08:25<00:00,  2.39it/s]\nEpoch 0: |          | 9829/? [1:08:26<00:00,  2.39it/s]\nEpoch 0: |          | 9829/? [1:08:26<00:00,  2.39it/s]\nEpoch 0: |          | 9830/? [1:08:26<00:00,  2.39it/s]\nEpoch 0: |          | 9830/? [1:08:26<00:00,  2.39it/s]\nEpoch 0: |          | 9831/? [1:08:26<00:00,  2.39it/s]\nEpoch 0: |          | 9831/? [1:08:26<00:00,  2.39it/s]\nEpoch 0: |          | 9832/? [1:08:27<00:00,  2.39it/s]\nEpoch 0: |          | 9832/? [1:08:27<00:00,  2.39it/s]\nEpoch 0: |          | 9833/? [1:08:27<00:00,  2.39it/s]\nEpoch 0: |          | 9833/? [1:08:27<00:00,  2.39it/s]\nEpoch 0: |          | 9834/? [1:08:27<00:00,  2.39it/s]\nEpoch 0: |          | 9834/? [1:08:27<00:00,  2.39it/s]\nEpoch 0: |          | 9835/? [1:08:28<00:00,  2.39it/s]\nEpoch 0: |          | 9835/? [1:08:28<00:00,  2.39it/s]\nEpoch 0: |          | 9836/? [1:08:28<00:00,  2.39it/s]\nEpoch 0: |          | 9836/? [1:08:28<00:00,  2.39it/s]\nEpoch 0: |          | 9837/? [1:08:28<00:00,  2.39it/s]\nEpoch 0: |          | 9837/? [1:08:28<00:00,  2.39it/s]\nEpoch 0: |          | 9838/? [1:08:29<00:00,  2.39it/s]\nEpoch 0: |          | 9838/? [1:08:29<00:00,  2.39it/s]\nEpoch 0: |          | 9839/? [1:08:29<00:00,  2.39it/s]\nEpoch 0: |          | 9839/? [1:08:29<00:00,  2.39it/s]\nEpoch 0: |          | 9840/? [1:08:29<00:00,  2.39it/s]\nEpoch 0: |          | 9840/? [1:08:29<00:00,  2.39it/s]\nEpoch 0: |          | 9841/? [1:08:30<00:00,  2.39it/s]\nEpoch 0: |          | 9841/? [1:08:30<00:00,  2.39it/s]\nEpoch 0: |          | 9842/? [1:08:30<00:00,  2.39it/s]\nEpoch 0: |          | 9842/? [1:08:30<00:00,  2.39it/s]\nEpoch 0: |          | 9843/? [1:08:30<00:00,  2.39it/s]\nEpoch 0: |          | 9843/? [1:08:30<00:00,  2.39it/s]\nEpoch 0: |          | 9844/? [1:08:30<00:00,  2.39it/s]\nEpoch 0: |          | 9844/? [1:08:30<00:00,  2.39it/s]\nEpoch 0: |          | 9845/? [1:08:31<00:00,  2.39it/s]\nEpoch 0: |          | 9845/? [1:08:31<00:00,  2.39it/s]\nEpoch 0: |          | 9846/? [1:08:31<00:00,  2.39it/s]\nEpoch 0: |          | 9846/? [1:08:31<00:00,  2.39it/s]\nEpoch 0: |          | 9847/? [1:08:31<00:00,  2.39it/s]\nEpoch 0: |          | 9847/? [1:08:31<00:00,  2.39it/s]\nEpoch 0: |          | 9848/? [1:08:32<00:00,  2.39it/s]\nEpoch 0: |          | 9848/? [1:08:32<00:00,  2.39it/s]\nEpoch 0: |          | 9849/? [1:08:32<00:00,  2.39it/s]\nEpoch 0: |          | 9849/? [1:08:32<00:00,  2.39it/s]\nEpoch 0: |          | 9850/? [1:08:32<00:00,  2.39it/s]\nEpoch 0: |          | 9850/? [1:08:32<00:00,  2.39it/s]\nEpoch 0: |          | 9851/? [1:08:33<00:00,  2.39it/s]\nEpoch 0: |          | 9851/? [1:08:33<00:00,  2.39it/s]\nEpoch 0: |          | 9852/? [1:08:33<00:00,  2.40it/s]\nEpoch 0: |          | 9852/? [1:08:33<00:00,  2.40it/s]\nEpoch 0: |          | 9853/? [1:08:33<00:00,  2.40it/s]\nEpoch 0: |          | 9853/? [1:08:33<00:00,  2.40it/s]\nEpoch 0: |          | 9854/? [1:08:34<00:00,  2.40it/s]\nEpoch 0: |          | 9854/? [1:08:34<00:00,  2.40it/s]\nEpoch 0: |          | 9855/? [1:08:34<00:00,  2.40it/s]\nEpoch 0: |          | 9855/? [1:08:34<00:00,  2.40it/s]\nEpoch 0: |          | 9856/? [1:08:34<00:00,  2.40it/s]\nEpoch 0: |          | 9856/? [1:08:34<00:00,  2.40it/s]\nEpoch 0: |          | 9857/? [1:08:35<00:00,  2.40it/s]\nEpoch 0: |          | 9857/? [1:08:35<00:00,  2.40it/s]\nEpoch 0: |          | 9858/? [1:08:35<00:00,  2.40it/s]\nEpoch 0: |          | 9858/? [1:08:35<00:00,  2.40it/s]\nEpoch 0: |          | 9859/? [1:08:35<00:00,  2.40it/s]\nEpoch 0: |          | 9859/? [1:08:35<00:00,  2.40it/s]\nEpoch 0: |          | 9860/? [1:08:36<00:00,  2.40it/s]\nEpoch 0: |          | 9860/? [1:08:36<00:00,  2.40it/s]\nEpoch 0: |          | 9861/? [1:08:36<00:00,  2.40it/s]\nEpoch 0: |          | 9861/? [1:08:36<00:00,  2.40it/s]\nEpoch 0: |          | 9862/? [1:08:36<00:00,  2.40it/s]\nEpoch 0: |          | 9862/? [1:08:36<00:00,  2.40it/s]\nEpoch 0: |          | 9863/? [1:08:37<00:00,  2.40it/s]\nEpoch 0: |          | 9863/? [1:08:37<00:00,  2.40it/s]\nEpoch 0: |          | 9864/? [1:08:37<00:00,  2.40it/s]\nEpoch 0: |          | 9864/? [1:08:37<00:00,  2.40it/s]\nEpoch 0: |          | 9865/? [1:08:37<00:00,  2.40it/s]\nEpoch 0: |          | 9865/? [1:08:37<00:00,  2.40it/s]\nEpoch 0: |          | 9866/? [1:08:38<00:00,  2.40it/s]\nEpoch 0: |          | 9866/? [1:08:38<00:00,  2.40it/s]\nEpoch 0: |          | 9867/? [1:08:38<00:00,  2.40it/s]\nEpoch 0: |          | 9867/? [1:08:38<00:00,  2.40it/s]\nEpoch 0: |          | 9868/? [1:08:38<00:00,  2.40it/s]\nEpoch 0: |          | 9868/? [1:08:38<00:00,  2.40it/s]\nEpoch 0: |          | 9869/? [1:08:39<00:00,  2.40it/s]\nEpoch 0: |          | 9869/? [1:08:39<00:00,  2.40it/s]\nEpoch 0: |          | 9870/? [1:08:39<00:00,  2.40it/s]\nEpoch 0: |          | 9870/? [1:08:39<00:00,  2.40it/s]\nEpoch 0: |          | 9871/? [1:08:39<00:00,  2.40it/s]\nEpoch 0: |          | 9871/? [1:08:39<00:00,  2.40it/s]\nEpoch 0: |          | 9872/? [1:08:40<00:00,  2.40it/s]\nEpoch 0: |          | 9872/? [1:08:40<00:00,  2.40it/s]\nEpoch 0: |          | 9873/? [1:08:40<00:00,  2.40it/s]\nEpoch 0: |          | 9873/? [1:08:40<00:00,  2.40it/s]\nEpoch 0: |          | 9874/? [1:08:40<00:00,  2.40it/s]\nEpoch 0: |          | 9874/? [1:08:40<00:00,  2.40it/s]\nEpoch 0: |          | 9875/? [1:08:40<00:00,  2.40it/s]\nEpoch 0: |          | 9875/? [1:08:40<00:00,  2.40it/s]\nEpoch 0: |          | 9876/? [1:08:41<00:00,  2.40it/s]\nEpoch 0: |          | 9876/? [1:08:41<00:00,  2.40it/s]\nEpoch 0: |          | 9877/? [1:08:41<00:00,  2.40it/s]\nEpoch 0: |          | 9877/? [1:08:41<00:00,  2.40it/s]\nEpoch 0: |          | 9878/? [1:08:41<00:00,  2.40it/s]\nEpoch 0: |          | 9878/? [1:08:41<00:00,  2.40it/s]\nEpoch 0: |          | 9879/? [1:08:42<00:00,  2.40it/s]\nEpoch 0: |          | 9879/? [1:08:42<00:00,  2.40it/s]\nEpoch 0: |          | 9880/? [1:08:42<00:00,  2.40it/s]\nEpoch 0: |          | 9880/? [1:08:42<00:00,  2.40it/s]\nEpoch 0: |          | 9881/? [1:08:42<00:00,  2.40it/s]\nEpoch 0: |          | 9881/? [1:08:42<00:00,  2.40it/s]\nEpoch 0: |          | 9882/? [1:08:43<00:00,  2.40it/s]\nEpoch 0: |          | 9882/? [1:08:43<00:00,  2.40it/s]\nEpoch 0: |          | 9883/? [1:08:43<00:00,  2.40it/s]\nEpoch 0: |          | 9883/? [1:08:43<00:00,  2.40it/s]\nEpoch 0: |          | 9884/? [1:08:43<00:00,  2.40it/s]\nEpoch 0: |          | 9884/? [1:08:43<00:00,  2.40it/s]\nEpoch 0: |          | 9885/? [1:08:44<00:00,  2.40it/s]\nEpoch 0: |          | 9885/? [1:08:44<00:00,  2.40it/s]\nEpoch 0: |          | 9886/? [1:08:44<00:00,  2.40it/s]\nEpoch 0: |          | 9886/? [1:08:44<00:00,  2.40it/s]\nEpoch 0: |          | 9887/? [1:08:44<00:00,  2.40it/s]\nEpoch 0: |          | 9887/? [1:08:44<00:00,  2.40it/s]\nEpoch 0: |          | 9888/? [1:08:45<00:00,  2.40it/s]\nEpoch 0: |          | 9888/? [1:08:45<00:00,  2.40it/s]\nEpoch 0: |          | 9889/? [1:08:45<00:00,  2.40it/s]\nEpoch 0: |          | 9889/? [1:08:45<00:00,  2.40it/s]\nEpoch 0: |          | 9890/? [1:08:45<00:00,  2.40it/s]\nEpoch 0: |          | 9890/? [1:08:45<00:00,  2.40it/s]\nEpoch 0: |          | 9891/? [1:08:46<00:00,  2.40it/s]\nEpoch 0: |          | 9891/? [1:08:46<00:00,  2.40it/s]\nEpoch 0: |          | 9892/? [1:08:46<00:00,  2.40it/s]\nEpoch 0: |          | 9892/? [1:08:46<00:00,  2.40it/s]\nEpoch 0: |          | 9893/? [1:08:46<00:00,  2.40it/s]\nEpoch 0: |          | 9893/? [1:08:46<00:00,  2.40it/s]\nEpoch 0: |          | 9894/? [1:08:47<00:00,  2.40it/s]\nEpoch 0: |          | 9894/? [1:08:47<00:00,  2.40it/s]\nEpoch 0: |          | 9895/? [1:08:47<00:00,  2.40it/s]\nEpoch 0: |          | 9895/? [1:08:47<00:00,  2.40it/s]\nEpoch 0: |          | 9896/? [1:08:47<00:00,  2.40it/s]\nEpoch 0: |          | 9896/? [1:08:47<00:00,  2.40it/s]\nEpoch 0: |          | 9897/? [1:08:48<00:00,  2.40it/s]\nEpoch 0: |          | 9897/? [1:08:48<00:00,  2.40it/s]\nEpoch 0: |          | 9898/? [1:08:48<00:00,  2.40it/s]\nEpoch 0: |          | 9898/? [1:08:48<00:00,  2.40it/s]\nEpoch 0: |          | 9899/? [1:08:48<00:00,  2.40it/s]\nEpoch 0: |          | 9899/? [1:08:48<00:00,  2.40it/s]\nEpoch 0: |          | 9900/? [1:08:49<00:00,  2.40it/s]\nEpoch 0: |          | 9900/? [1:08:49<00:00,  2.40it/s]\nEpoch 0: |          | 9901/? [1:08:49<00:00,  2.40it/s]\nEpoch 0: |          | 9901/? [1:08:49<00:00,  2.40it/s]\nEpoch 0: |          | 9902/? [1:08:49<00:00,  2.40it/s]\nEpoch 0: |          | 9902/? [1:08:49<00:00,  2.40it/s]\nEpoch 0: |          | 9903/? [1:08:50<00:00,  2.40it/s]\nEpoch 0: |          | 9903/? [1:08:50<00:00,  2.40it/s]\nEpoch 0: |          | 9904/? [1:08:50<00:00,  2.40it/s]\nEpoch 0: |          | 9904/? [1:08:50<00:00,  2.40it/s]\nEpoch 0: |          | 9905/? [1:08:50<00:00,  2.40it/s]\nEpoch 0: |          | 9905/? [1:08:50<00:00,  2.40it/s]\nEpoch 0: |          | 9906/? [1:08:51<00:00,  2.40it/s]\nEpoch 0: |          | 9906/? [1:08:51<00:00,  2.40it/s]\nEpoch 0: |          | 9907/? [1:08:51<00:00,  2.40it/s]\nEpoch 0: |          | 9907/? [1:08:51<00:00,  2.40it/s]\nEpoch 0: |          | 9908/? [1:08:51<00:00,  2.40it/s]\nEpoch 0: |          | 9908/? [1:08:51<00:00,  2.40it/s]\nEpoch 0: |          | 9909/? [1:08:52<00:00,  2.40it/s]\nEpoch 0: |          | 9909/? [1:08:52<00:00,  2.40it/s]\nEpoch 0: |          | 9910/? [1:08:52<00:00,  2.40it/s]\nEpoch 0: |          | 9910/? [1:08:52<00:00,  2.40it/s]\nEpoch 0: |          | 9911/? [1:08:52<00:00,  2.40it/s]\nEpoch 0: |          | 9911/? [1:08:52<00:00,  2.40it/s]\nEpoch 0: |          | 9912/? [1:08:53<00:00,  2.40it/s]\nEpoch 0: |          | 9912/? [1:08:53<00:00,  2.40it/s]\nEpoch 0: |          | 9913/? [1:08:53<00:00,  2.40it/s]\nEpoch 0: |          | 9913/? [1:08:53<00:00,  2.40it/s]\nEpoch 0: |          | 9914/? [1:08:53<00:00,  2.40it/s]\nEpoch 0: |          | 9914/? [1:08:53<00:00,  2.40it/s]\nEpoch 0: |          | 9915/? [1:08:54<00:00,  2.40it/s]\nEpoch 0: |          | 9915/? [1:08:54<00:00,  2.40it/s]\nEpoch 0: |          | 9916/? [1:08:54<00:00,  2.40it/s]\nEpoch 0: |          | 9916/? [1:08:54<00:00,  2.40it/s]\nEpoch 0: |          | 9917/? [1:08:54<00:00,  2.40it/s]\nEpoch 0: |          | 9917/? [1:08:54<00:00,  2.40it/s]\nEpoch 0: |          | 9918/? [1:08:55<00:00,  2.40it/s]\nEpoch 0: |          | 9918/? [1:08:55<00:00,  2.40it/s]\nEpoch 0: |          | 9919/? [1:08:55<00:00,  2.40it/s]\nEpoch 0: |          | 9919/? [1:08:55<00:00,  2.40it/s]\nEpoch 0: |          | 9920/? [1:08:55<00:00,  2.40it/s]\nEpoch 0: |          | 9920/? [1:08:55<00:00,  2.40it/s]\nEpoch 0: |          | 9921/? [1:08:55<00:00,  2.40it/s]\nEpoch 0: |          | 9921/? [1:08:55<00:00,  2.40it/s]\nEpoch 0: |          | 9922/? [1:08:56<00:00,  2.40it/s]\nEpoch 0: |          | 9922/? [1:08:56<00:00,  2.40it/s]\nEpoch 0: |          | 9923/? [1:08:56<00:00,  2.40it/s]\nEpoch 0: |          | 9923/? [1:08:56<00:00,  2.40it/s]\nEpoch 0: |          | 9924/? [1:08:56<00:00,  2.40it/s]\nEpoch 0: |          | 9924/? [1:08:56<00:00,  2.40it/s]\nEpoch 0: |          | 9925/? [1:08:57<00:00,  2.40it/s]\nEpoch 0: |          | 9925/? [1:08:57<00:00,  2.40it/s]\nEpoch 0: |          | 9926/? [1:08:57<00:00,  2.40it/s]\nEpoch 0: |          | 9926/? [1:08:57<00:00,  2.40it/s]\nEpoch 0: |          | 9927/? [1:08:57<00:00,  2.40it/s]\nEpoch 0: |          | 9927/? [1:08:57<00:00,  2.40it/s]\nEpoch 0: |          | 9928/? [1:08:58<00:00,  2.40it/s]\nEpoch 0: |          | 9928/? [1:08:58<00:00,  2.40it/s]\nEpoch 0: |          | 9929/? [1:08:58<00:00,  2.40it/s]\nEpoch 0: |          | 9929/? [1:08:58<00:00,  2.40it/s]\nEpoch 0: |          | 9930/? [1:08:58<00:00,  2.40it/s]\nEpoch 0: |          | 9930/? [1:08:58<00:00,  2.40it/s]\nEpoch 0: |          | 9931/? [1:08:59<00:00,  2.40it/s]\nEpoch 0: |          | 9931/? [1:08:59<00:00,  2.40it/s]\nEpoch 0: |          | 9932/? [1:08:59<00:00,  2.40it/s]\nEpoch 0: |          | 9932/? [1:08:59<00:00,  2.40it/s]\nEpoch 0: |          | 9933/? [1:08:59<00:00,  2.40it/s]\nEpoch 0: |          | 9933/? [1:08:59<00:00,  2.40it/s]\nEpoch 0: |          | 9934/? [1:09:00<00:00,  2.40it/s]\nEpoch 0: |          | 9934/? [1:09:00<00:00,  2.40it/s]\nEpoch 0: |          | 9935/? [1:09:00<00:00,  2.40it/s]\nEpoch 0: |          | 9935/? [1:09:00<00:00,  2.40it/s]\nEpoch 0: |          | 9936/? [1:09:00<00:00,  2.40it/s]\nEpoch 0: |          | 9936/? [1:09:00<00:00,  2.40it/s]\nEpoch 0: |          | 9937/? [1:09:01<00:00,  2.40it/s]\nEpoch 0: |          | 9937/? [1:09:01<00:00,  2.40it/s]\nEpoch 0: |          | 9938/? [1:09:01<00:00,  2.40it/s]\nEpoch 0: |          | 9938/? [1:09:01<00:00,  2.40it/s]\nEpoch 0: |          | 9939/? [1:09:01<00:00,  2.40it/s]\nEpoch 0: |          | 9939/? [1:09:01<00:00,  2.40it/s]\nEpoch 0: |          | 9940/? [1:09:02<00:00,  2.40it/s]\nEpoch 0: |          | 9940/? [1:09:02<00:00,  2.40it/s]\nEpoch 0: |          | 9941/? [1:09:02<00:00,  2.40it/s]\nEpoch 0: |          | 9941/? [1:09:02<00:00,  2.40it/s]\nEpoch 0: |          | 9942/? [1:09:02<00:00,  2.40it/s]\nEpoch 0: |          | 9942/? [1:09:02<00:00,  2.40it/s]\nEpoch 0: |          | 9943/? [1:09:03<00:00,  2.40it/s]\nEpoch 0: |          | 9943/? [1:09:03<00:00,  2.40it/s]\nEpoch 0: |          | 9944/? [1:09:03<00:00,  2.40it/s]\nEpoch 0: |          | 9944/? [1:09:03<00:00,  2.40it/s]\nEpoch 0: |          | 9945/? [1:09:03<00:00,  2.40it/s]\nEpoch 0: |          | 9945/? [1:09:03<00:00,  2.40it/s]\nEpoch 0: |          | 9946/? [1:09:04<00:00,  2.40it/s]\nEpoch 0: |          | 9946/? [1:09:04<00:00,  2.40it/s]\nEpoch 0: |          | 9947/? [1:09:04<00:00,  2.40it/s]\nEpoch 0: |          | 9947/? [1:09:04<00:00,  2.40it/s]\nEpoch 0: |          | 9948/? [1:09:04<00:00,  2.40it/s]\nEpoch 0: |          | 9948/? [1:09:04<00:00,  2.40it/s]\nEpoch 0: |          | 9949/? [1:09:04<00:00,  2.40it/s]\nEpoch 0: |          | 9949/? [1:09:04<00:00,  2.40it/s]\nEpoch 0: |          | 9950/? [1:09:05<00:00,  2.40it/s]\nEpoch 0: |          | 9950/? [1:09:05<00:00,  2.40it/s]\nEpoch 0: |          | 9951/? [1:09:05<00:00,  2.40it/s]\nEpoch 0: |          | 9951/? [1:09:05<00:00,  2.40it/s]\nEpoch 0: |          | 9952/? [1:09:05<00:00,  2.40it/s]\nEpoch 0: |          | 9952/? [1:09:05<00:00,  2.40it/s]\nEpoch 0: |          | 9953/? [1:09:06<00:00,  2.40it/s]\nEpoch 0: |          | 9953/? [1:09:06<00:00,  2.40it/s]\nEpoch 0: |          | 9954/? [1:09:06<00:00,  2.40it/s]\nEpoch 0: |          | 9954/? [1:09:06<00:00,  2.40it/s]\nEpoch 0: |          | 9955/? [1:09:06<00:00,  2.40it/s]\nEpoch 0: |          | 9955/? [1:09:06<00:00,  2.40it/s]\nEpoch 0: |          | 9956/? [1:09:07<00:00,  2.40it/s]\nEpoch 0: |          | 9956/? [1:09:07<00:00,  2.40it/s]\nEpoch 0: |          | 9957/? [1:09:07<00:00,  2.40it/s]\nEpoch 0: |          | 9957/? [1:09:07<00:00,  2.40it/s]\nEpoch 0: |          | 9958/? [1:09:07<00:00,  2.40it/s]\nEpoch 0: |          | 9958/? [1:09:07<00:00,  2.40it/s]\nEpoch 0: |          | 9959/? [1:09:08<00:00,  2.40it/s]\nEpoch 0: |          | 9959/? [1:09:08<00:00,  2.40it/s]\nEpoch 0: |          | 9960/? [1:09:08<00:00,  2.40it/s]\nEpoch 0: |          | 9960/? [1:09:08<00:00,  2.40it/s]\nEpoch 0: |          | 9961/? [1:09:08<00:00,  2.40it/s]\nEpoch 0: |          | 9961/? [1:09:08<00:00,  2.40it/s]\nEpoch 0: |          | 9962/? [1:09:09<00:00,  2.40it/s]\nEpoch 0: |          | 9962/? [1:09:09<00:00,  2.40it/s]\nEpoch 0: |          | 9963/? [1:09:09<00:00,  2.40it/s]\nEpoch 0: |          | 9963/? [1:09:09<00:00,  2.40it/s]\nEpoch 0: |          | 9964/? [1:09:09<00:00,  2.40it/s]\nEpoch 0: |          | 9964/? [1:09:09<00:00,  2.40it/s]\nEpoch 0: |          | 9965/? [1:09:10<00:00,  2.40it/s]\nEpoch 0: |          | 9965/? [1:09:10<00:00,  2.40it/s]\nEpoch 0: |          | 9966/? [1:09:10<00:00,  2.40it/s]\nEpoch 0: |          | 9966/? [1:09:10<00:00,  2.40it/s]\nEpoch 0: |          | 9967/? [1:09:10<00:00,  2.40it/s]\nEpoch 0: |          | 9967/? [1:09:10<00:00,  2.40it/s]\nEpoch 0: |          | 9968/? [1:09:10<00:00,  2.40it/s]\nEpoch 0: |          | 9968/? [1:09:10<00:00,  2.40it/s]\nEpoch 0: |          | 9969/? [1:09:11<00:00,  2.40it/s]\nEpoch 0: |          | 9969/? [1:09:11<00:00,  2.40it/s]\nEpoch 0: |          | 9970/? [1:09:11<00:00,  2.40it/s]\nEpoch 0: |          | 9970/? [1:09:11<00:00,  2.40it/s]\nEpoch 0: |          | 9971/? [1:09:11<00:00,  2.40it/s]\nEpoch 0: |          | 9971/? [1:09:11<00:00,  2.40it/s]\nEpoch 0: |          | 9972/? [1:09:12<00:00,  2.40it/s]\nEpoch 0: |          | 9972/? [1:09:12<00:00,  2.40it/s]\nEpoch 0: |          | 9973/? [1:09:12<00:00,  2.40it/s]\nEpoch 0: |          | 9973/? [1:09:12<00:00,  2.40it/s]\nEpoch 0: |          | 9974/? [1:09:12<00:00,  2.40it/s]\nEpoch 0: |          | 9974/? [1:09:12<00:00,  2.40it/s]\nEpoch 0: |          | 9975/? [1:09:13<00:00,  2.40it/s]\nEpoch 0: |          | 9975/? [1:09:13<00:00,  2.40it/s]\nEpoch 0: |          | 9976/? [1:09:13<00:00,  2.40it/s]\nEpoch 0: |          | 9976/? [1:09:13<00:00,  2.40it/s]\nEpoch 0: |          | 9977/? [1:09:13<00:00,  2.40it/s]\nEpoch 0: |          | 9977/? [1:09:13<00:00,  2.40it/s]\nEpoch 0: |          | 9978/? [1:09:14<00:00,  2.40it/s]\nEpoch 0: |          | 9978/? [1:09:14<00:00,  2.40it/s]\nEpoch 0: |          | 9979/? [1:09:14<00:00,  2.40it/s]\nEpoch 0: |          | 9979/? [1:09:14<00:00,  2.40it/s]\nEpoch 0: |          | 9980/? [1:09:14<00:00,  2.40it/s]\nEpoch 0: |          | 9980/? [1:09:14<00:00,  2.40it/s]\nEpoch 0: |          | 9981/? [1:09:15<00:00,  2.40it/s]\nEpoch 0: |          | 9981/? [1:09:15<00:00,  2.40it/s]\nEpoch 0: |          | 9982/? [1:09:15<00:00,  2.40it/s]\nEpoch 0: |          | 9982/? [1:09:15<00:00,  2.40it/s]\nEpoch 0: |          | 9983/? [1:09:15<00:00,  2.40it/s]\nEpoch 0: |          | 9983/? [1:09:15<00:00,  2.40it/s]\nEpoch 0: |          | 9984/? [1:09:16<00:00,  2.40it/s]\nEpoch 0: |          | 9984/? [1:09:16<00:00,  2.40it/s]\nEpoch 0: |          | 9985/? [1:09:16<00:00,  2.40it/s]\nEpoch 0: |          | 9985/? [1:09:16<00:00,  2.40it/s]\nEpoch 0: |          | 9986/? [1:09:16<00:00,  2.40it/s]\nEpoch 0: |          | 9986/? [1:09:16<00:00,  2.40it/s]\nEpoch 0: |          | 9987/? [1:09:17<00:00,  2.40it/s]\nEpoch 0: |          | 9987/? [1:09:17<00:00,  2.40it/s]\nEpoch 0: |          | 9988/? [1:09:17<00:00,  2.40it/s]\nEpoch 0: |          | 9988/? [1:09:17<00:00,  2.40it/s]\nEpoch 0: |          | 9989/? [1:09:17<00:00,  2.40it/s]\nEpoch 0: |          | 9989/? [1:09:17<00:00,  2.40it/s]\nEpoch 0: |          | 9990/? [1:09:18<00:00,  2.40it/s]\nEpoch 0: |          | 9990/? [1:09:18<00:00,  2.40it/s]\nEpoch 0: |          | 9991/? [1:09:18<00:00,  2.40it/s]\nEpoch 0: |          | 9991/? [1:09:18<00:00,  2.40it/s]\nEpoch 0: |          | 9992/? [1:09:18<00:00,  2.40it/s]\nEpoch 0: |          | 9992/? [1:09:18<00:00,  2.40it/s]\nEpoch 0: |          | 9993/? [1:09:18<00:00,  2.40it/s]\nEpoch 0: |          | 9993/? [1:09:18<00:00,  2.40it/s]\nEpoch 0: |          | 9994/? [1:09:19<00:00,  2.40it/s]\nEpoch 0: |          | 9994/? [1:09:19<00:00,  2.40it/s]\nEpoch 0: |          | 9995/? [1:09:19<00:00,  2.40it/s]\nEpoch 0: |          | 9995/? [1:09:19<00:00,  2.40it/s]\nEpoch 0: |          | 9996/? [1:09:19<00:00,  2.40it/s]\nEpoch 0: |          | 9996/? [1:09:19<00:00,  2.40it/s]\nEpoch 0: |          | 9997/? [1:09:20<00:00,  2.40it/s]\nEpoch 0: |          | 9997/? [1:09:20<00:00,  2.40it/s]\nEpoch 0: |          | 9998/? [1:09:20<00:00,  2.40it/s]\nEpoch 0: |          | 9998/? [1:09:20<00:00,  2.40it/s]\nEpoch 0: |          | 9999/? [1:09:20<00:00,  2.40it/s]\nEpoch 0: |          | 9999/? [1:09:20<00:00,  2.40it/s]\nEpoch 0: |          | 10000/? [1:09:21<00:00,  2.40it/s]\nEpoch 0: |          | 10000/? [1:09:21<00:00,  2.40it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.79it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.43it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.23it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.02it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 10000/? [1:09:21<00:00,  2.40it/s]\nEpoch 0: |          | 10001/? [1:09:22<00:00,  2.40it/s]\nEpoch 0: |          | 10001/? [1:09:22<00:00,  2.40it/s]\nEpoch 0: |          | 10002/? [1:09:22<00:00,  2.40it/s]\nEpoch 0: |          | 10002/? [1:09:22<00:00,  2.40it/s]\nEpoch 0: |          | 10003/? [1:09:22<00:00,  2.40it/s]\nEpoch 0: |          | 10003/? [1:09:22<00:00,  2.40it/s]\nEpoch 0: |          | 10004/? [1:09:23<00:00,  2.40it/s]\nEpoch 0: |          | 10004/? [1:09:23<00:00,  2.40it/s]\nEpoch 0: |          | 10005/? [1:09:23<00:00,  2.40it/s]\nEpoch 0: |          | 10005/? [1:09:23<00:00,  2.40it/s]\nEpoch 0: |          | 10006/? [1:09:24<00:00,  2.40it/s]\nEpoch 0: |          | 10006/? [1:09:24<00:00,  2.40it/s]\nEpoch 0: |          | 10007/? [1:09:24<00:00,  2.40it/s]\nEpoch 0: |          | 10007/? [1:09:24<00:00,  2.40it/s]\nEpoch 0: |          | 10008/? [1:09:24<00:00,  2.40it/s]\nEpoch 0: |          | 10008/? [1:09:24<00:00,  2.40it/s]\nEpoch 0: |          | 10009/? [1:09:25<00:00,  2.40it/s]\nEpoch 0: |          | 10009/? [1:09:25<00:00,  2.40it/s]\nEpoch 0: |          | 10010/? [1:09:25<00:00,  2.40it/s]\nEpoch 0: |          | 10010/? [1:09:25<00:00,  2.40it/s]\nEpoch 0: |          | 10011/? [1:09:26<00:00,  2.40it/s]\nEpoch 0: |          | 10011/? [1:09:26<00:00,  2.40it/s]\nEpoch 0: |          | 10012/? [1:09:26<00:00,  2.40it/s]\nEpoch 0: |          | 10012/? [1:09:26<00:00,  2.40it/s]\nEpoch 0: |          | 10013/? [1:09:26<00:00,  2.40it/s]\nEpoch 0: |          | 10013/? [1:09:26<00:00,  2.40it/s]\nEpoch 0: |          | 10014/? [1:09:27<00:00,  2.40it/s]\nEpoch 0: |          | 10014/? [1:09:27<00:00,  2.40it/s]\nEpoch 0: |          | 10015/? [1:09:27<00:00,  2.40it/s]\nEpoch 0: |          | 10015/? [1:09:27<00:00,  2.40it/s]\nEpoch 0: |          | 10016/? [1:09:28<00:00,  2.40it/s]\nEpoch 0: |          | 10016/? [1:09:28<00:00,  2.40it/s]\nEpoch 0: |          | 10017/? [1:09:28<00:00,  2.40it/s]\nEpoch 0: |          | 10017/? [1:09:28<00:00,  2.40it/s]\nEpoch 0: |          | 10018/? [1:09:28<00:00,  2.40it/s]\nEpoch 0: |          | 10018/? [1:09:28<00:00,  2.40it/s]\nEpoch 0: |          | 10019/? [1:09:29<00:00,  2.40it/s]\nEpoch 0: |          | 10019/? [1:09:29<00:00,  2.40it/s]\nEpoch 0: |          | 10020/? [1:09:29<00:00,  2.40it/s]\nEpoch 0: |          | 10020/? [1:09:29<00:00,  2.40it/s]\nEpoch 0: |          | 10021/? [1:09:30<00:00,  2.40it/s]\nEpoch 0: |          | 10021/? [1:09:30<00:00,  2.40it/s]\nEpoch 0: |          | 10022/? [1:09:30<00:00,  2.40it/s]\nEpoch 0: |          | 10022/? [1:09:30<00:00,  2.40it/s]\nEpoch 0: |          | 10023/? [1:09:30<00:00,  2.40it/s]\nEpoch 0: |          | 10023/? [1:09:30<00:00,  2.40it/s]\nEpoch 0: |          | 10024/? [1:09:31<00:00,  2.40it/s]\nEpoch 0: |          | 10024/? [1:09:31<00:00,  2.40it/s]\nEpoch 0: |          | 10025/? [1:09:31<00:00,  2.40it/s]\nEpoch 0: |          | 10025/? [1:09:31<00:00,  2.40it/s]\nEpoch 0: |          | 10026/? [1:09:32<00:00,  2.40it/s]\nEpoch 0: |          | 10026/? [1:09:32<00:00,  2.40it/s]\nEpoch 0: |          | 10027/? [1:09:32<00:00,  2.40it/s]\nEpoch 0: |          | 10027/? [1:09:32<00:00,  2.40it/s]\nEpoch 0: |          | 10028/? [1:09:33<00:00,  2.40it/s]\nEpoch 0: |          | 10028/? [1:09:33<00:00,  2.40it/s]\nEpoch 0: |          | 10029/? [1:09:33<00:00,  2.40it/s]\nEpoch 0: |          | 10029/? [1:09:33<00:00,  2.40it/s]\nEpoch 0: |          | 10030/? [1:09:34<00:00,  2.40it/s]\nEpoch 0: |          | 10030/? [1:09:34<00:00,  2.40it/s]\nEpoch 0: |          | 10031/? [1:09:34<00:00,  2.40it/s]\nEpoch 0: |          | 10031/? [1:09:34<00:00,  2.40it/s]\nEpoch 0: |          | 10032/? [1:09:34<00:00,  2.40it/s]\nEpoch 0: |          | 10032/? [1:09:34<00:00,  2.40it/s]\nEpoch 0: |          | 10033/? [1:09:35<00:00,  2.40it/s]\nEpoch 0: |          | 10033/? [1:09:35<00:00,  2.40it/s]\nEpoch 0: |          | 10034/? [1:09:35<00:00,  2.40it/s]\nEpoch 0: |          | 10034/? [1:09:35<00:00,  2.40it/s]\nEpoch 0: |          | 10035/? [1:09:36<00:00,  2.40it/s]\nEpoch 0: |          | 10035/? [1:09:36<00:00,  2.40it/s]\nEpoch 0: |          | 10036/? [1:09:36<00:00,  2.40it/s]\nEpoch 0: |          | 10036/? [1:09:36<00:00,  2.40it/s]\nEpoch 0: |          | 10037/? [1:09:37<00:00,  2.40it/s]\nEpoch 0: |          | 10037/? [1:09:37<00:00,  2.40it/s]\nEpoch 0: |          | 10038/? [1:09:37<00:00,  2.40it/s]\nEpoch 0: |          | 10038/? [1:09:37<00:00,  2.40it/s]\nEpoch 0: |          | 10039/? [1:09:38<00:00,  2.40it/s]\nEpoch 0: |          | 10039/? [1:09:38<00:00,  2.40it/s]\nEpoch 0: |          | 10040/? [1:09:38<00:00,  2.40it/s]\nEpoch 0: |          | 10040/? [1:09:38<00:00,  2.40it/s]\nEpoch 0: |          | 10041/? [1:09:38<00:00,  2.40it/s]\nEpoch 0: |          | 10041/? [1:09:38<00:00,  2.40it/s]\nEpoch 0: |          | 10042/? [1:09:39<00:00,  2.40it/s]\nEpoch 0: |          | 10042/? [1:09:39<00:00,  2.40it/s]\nEpoch 0: |          | 10043/? [1:09:39<00:00,  2.40it/s]\nEpoch 0: |          | 10043/? [1:09:39<00:00,  2.40it/s]\nEpoch 0: |          | 10044/? [1:09:40<00:00,  2.40it/s]\nEpoch 0: |          | 10044/? [1:09:40<00:00,  2.40it/s]\nEpoch 0: |          | 10045/? [1:09:40<00:00,  2.40it/s]\nEpoch 0: |          | 10045/? [1:09:40<00:00,  2.40it/s]\nEpoch 0: |          | 10046/? [1:09:40<00:00,  2.40it/s]\nEpoch 0: |          | 10046/? [1:09:40<00:00,  2.40it/s]\nEpoch 0: |          | 10047/? [1:09:41<00:00,  2.40it/s]\nEpoch 0: |          | 10047/? [1:09:41<00:00,  2.40it/s]\nEpoch 0: |          | 10048/? [1:09:41<00:00,  2.40it/s]\nEpoch 0: |          | 10048/? [1:09:41<00:00,  2.40it/s]\nEpoch 0: |          | 10049/? [1:09:42<00:00,  2.40it/s]\nEpoch 0: |          | 10049/? [1:09:42<00:00,  2.40it/s]\nEpoch 0: |          | 10050/? [1:09:42<00:00,  2.40it/s]\nEpoch 0: |          | 10050/? [1:09:42<00:00,  2.40it/s]\nEpoch 0: |          | 10051/? [1:09:43<00:00,  2.40it/s]\nEpoch 0: |          | 10051/? [1:09:43<00:00,  2.40it/s]\nEpoch 0: |          | 10052/? [1:09:43<00:00,  2.40it/s]\nEpoch 0: |          | 10052/? [1:09:43<00:00,  2.40it/s]\nEpoch 0: |          | 10053/? [1:09:43<00:00,  2.40it/s]\nEpoch 0: |          | 10053/? [1:09:43<00:00,  2.40it/s]\nEpoch 0: |          | 10054/? [1:09:44<00:00,  2.40it/s]\nEpoch 0: |          | 10054/? [1:09:44<00:00,  2.40it/s]\nEpoch 0: |          | 10055/? [1:09:44<00:00,  2.40it/s]\nEpoch 0: |          | 10055/? [1:09:44<00:00,  2.40it/s]\nEpoch 0: |          | 10056/? [1:09:45<00:00,  2.40it/s]\nEpoch 0: |          | 10056/? [1:09:45<00:00,  2.40it/s]\nEpoch 0: |          | 10057/? [1:09:45<00:00,  2.40it/s]\nEpoch 0: |          | 10057/? [1:09:45<00:00,  2.40it/s]\nEpoch 0: |          | 10058/? [1:09:45<00:00,  2.40it/s]\nEpoch 0: |          | 10058/? [1:09:45<00:00,  2.40it/s]\nEpoch 0: |          | 10059/? [1:09:46<00:00,  2.40it/s]\nEpoch 0: |          | 10059/? [1:09:46<00:00,  2.40it/s]\nEpoch 0: |          | 10060/? [1:09:46<00:00,  2.40it/s]\nEpoch 0: |          | 10060/? [1:09:46<00:00,  2.40it/s]\nEpoch 0: |          | 10061/? [1:09:47<00:00,  2.40it/s]\nEpoch 0: |          | 10061/? [1:09:47<00:00,  2.40it/s]\nEpoch 0: |          | 10062/? [1:09:47<00:00,  2.40it/s]\nEpoch 0: |          | 10062/? [1:09:47<00:00,  2.40it/s]\nEpoch 0: |          | 10063/? [1:09:47<00:00,  2.40it/s]\nEpoch 0: |          | 10063/? [1:09:47<00:00,  2.40it/s]\nEpoch 0: |          | 10064/? [1:09:48<00:00,  2.40it/s]\nEpoch 0: |          | 10064/? [1:09:48<00:00,  2.40it/s]\nEpoch 0: |          | 10065/? [1:09:48<00:00,  2.40it/s]\nEpoch 0: |          | 10065/? [1:09:48<00:00,  2.40it/s]\nEpoch 0: |          | 10066/? [1:09:49<00:00,  2.40it/s]\nEpoch 0: |          | 10066/? [1:09:49<00:00,  2.40it/s]\nEpoch 0: |          | 10067/? [1:09:49<00:00,  2.40it/s]\nEpoch 0: |          | 10067/? [1:09:49<00:00,  2.40it/s]\nEpoch 0: |          | 10068/? [1:09:49<00:00,  2.40it/s]\nEpoch 0: |          | 10068/? [1:09:49<00:00,  2.40it/s]\nEpoch 0: |          | 10069/? [1:09:50<00:00,  2.40it/s]\nEpoch 0: |          | 10069/? [1:09:50<00:00,  2.40it/s]\nEpoch 0: |          | 10070/? [1:09:50<00:00,  2.40it/s]\nEpoch 0: |          | 10070/? [1:09:50<00:00,  2.40it/s]\nEpoch 0: |          | 10071/? [1:09:51<00:00,  2.40it/s]\nEpoch 0: |          | 10071/? [1:09:51<00:00,  2.40it/s]\nEpoch 0: |          | 10072/? [1:09:51<00:00,  2.40it/s]\nEpoch 0: |          | 10072/? [1:09:51<00:00,  2.40it/s]\nEpoch 0: |          | 10073/? [1:09:52<00:00,  2.40it/s]\nEpoch 0: |          | 10073/? [1:09:52<00:00,  2.40it/s]\nEpoch 0: |          | 10074/? [1:09:52<00:00,  2.40it/s]\nEpoch 0: |          | 10074/? [1:09:52<00:00,  2.40it/s]\nEpoch 0: |          | 10075/? [1:09:52<00:00,  2.40it/s]\nEpoch 0: |          | 10075/? [1:09:52<00:00,  2.40it/s]\nEpoch 0: |          | 10076/? [1:09:53<00:00,  2.40it/s]\nEpoch 0: |          | 10076/? [1:09:53<00:00,  2.40it/s]\nEpoch 0: |          | 10077/? [1:09:53<00:00,  2.40it/s]\nEpoch 0: |          | 10077/? [1:09:53<00:00,  2.40it/s]\nEpoch 0: |          | 10078/? [1:09:54<00:00,  2.40it/s]\nEpoch 0: |          | 10078/? [1:09:54<00:00,  2.40it/s]\nEpoch 0: |          | 10079/? [1:09:54<00:00,  2.40it/s]\nEpoch 0: |          | 10079/? [1:09:54<00:00,  2.40it/s]\nEpoch 0: |          | 10080/? [1:09:54<00:00,  2.40it/s]\nEpoch 0: |          | 10080/? [1:09:54<00:00,  2.40it/s]\nEpoch 0: |          | 10081/? [1:09:55<00:00,  2.40it/s]\nEpoch 0: |          | 10081/? [1:09:55<00:00,  2.40it/s]\nEpoch 0: |          | 10082/? [1:09:55<00:00,  2.40it/s]\nEpoch 0: |          | 10082/? [1:09:55<00:00,  2.40it/s]\nEpoch 0: |          | 10083/? [1:09:56<00:00,  2.40it/s]\nEpoch 0: |          | 10083/? [1:09:56<00:00,  2.40it/s]\nEpoch 0: |          | 10084/? [1:09:56<00:00,  2.40it/s]\nEpoch 0: |          | 10084/? [1:09:56<00:00,  2.40it/s]\nEpoch 0: |          | 10085/? [1:09:57<00:00,  2.40it/s]\nEpoch 0: |          | 10085/? [1:09:57<00:00,  2.40it/s]\nEpoch 0: |          | 10086/? [1:09:57<00:00,  2.40it/s]\nEpoch 0: |          | 10086/? [1:09:57<00:00,  2.40it/s]\nEpoch 0: |          | 10087/? [1:09:58<00:00,  2.40it/s]\nEpoch 0: |          | 10087/? [1:09:58<00:00,  2.40it/s]\nEpoch 0: |          | 10088/? [1:09:58<00:00,  2.40it/s]\nEpoch 0: |          | 10088/? [1:09:58<00:00,  2.40it/s]\nEpoch 0: |          | 10089/? [1:09:58<00:00,  2.40it/s]\nEpoch 0: |          | 10089/? [1:09:58<00:00,  2.40it/s]\nEpoch 0: |          | 10090/? [1:09:59<00:00,  2.40it/s]\nEpoch 0: |          | 10090/? [1:09:59<00:00,  2.40it/s]\nEpoch 0: |          | 10091/? [1:09:59<00:00,  2.40it/s]\nEpoch 0: |          | 10091/? [1:09:59<00:00,  2.40it/s]\nEpoch 0: |          | 10092/? [1:10:00<00:00,  2.40it/s]\nEpoch 0: |          | 10092/? [1:10:00<00:00,  2.40it/s]\nEpoch 0: |          | 10093/? [1:10:00<00:00,  2.40it/s]\nEpoch 0: |          | 10093/? [1:10:00<00:00,  2.40it/s]\nEpoch 0: |          | 10094/? [1:10:00<00:00,  2.40it/s]\nEpoch 0: |          | 10094/? [1:10:00<00:00,  2.40it/s]\nEpoch 0: |          | 10095/? [1:10:01<00:00,  2.40it/s]\nEpoch 0: |          | 10095/? [1:10:01<00:00,  2.40it/s]\nEpoch 0: |          | 10096/? [1:10:01<00:00,  2.40it/s]\nEpoch 0: |          | 10096/? [1:10:01<00:00,  2.40it/s]\nEpoch 0: |          | 10097/? [1:10:02<00:00,  2.40it/s]\nEpoch 0: |          | 10097/? [1:10:02<00:00,  2.40it/s]\nEpoch 0: |          | 10098/? [1:10:02<00:00,  2.40it/s]\nEpoch 0: |          | 10098/? [1:10:02<00:00,  2.40it/s]\nEpoch 0: |          | 10099/? [1:10:02<00:00,  2.40it/s]\nEpoch 0: |          | 10099/? [1:10:02<00:00,  2.40it/s]\nEpoch 0: |          | 10100/? [1:10:03<00:00,  2.40it/s]\nEpoch 0: |          | 10100/? [1:10:03<00:00,  2.40it/s]\nEpoch 0: |          | 10101/? [1:10:03<00:00,  2.40it/s]\nEpoch 0: |          | 10101/? [1:10:03<00:00,  2.40it/s]\nEpoch 0: |          | 10102/? [1:10:04<00:00,  2.40it/s]\nEpoch 0: |          | 10102/? [1:10:04<00:00,  2.40it/s]\nEpoch 0: |          | 10103/? [1:10:04<00:00,  2.40it/s]\nEpoch 0: |          | 10103/? [1:10:04<00:00,  2.40it/s]\nEpoch 0: |          | 10104/? [1:10:05<00:00,  2.40it/s]\nEpoch 0: |          | 10104/? [1:10:05<00:00,  2.40it/s]\nEpoch 0: |          | 10105/? [1:10:05<00:00,  2.40it/s]\nEpoch 0: |          | 10105/? [1:10:05<00:00,  2.40it/s]\nEpoch 0: |          | 10106/? [1:10:05<00:00,  2.40it/s]\nEpoch 0: |          | 10106/? [1:10:05<00:00,  2.40it/s]\nEpoch 0: |          | 10107/? [1:10:06<00:00,  2.40it/s]\nEpoch 0: |          | 10107/? [1:10:06<00:00,  2.40it/s]\nEpoch 0: |          | 10108/? [1:10:06<00:00,  2.40it/s]\nEpoch 0: |          | 10108/? [1:10:06<00:00,  2.40it/s]\nEpoch 0: |          | 10109/? [1:10:07<00:00,  2.40it/s]\nEpoch 0: |          | 10109/? [1:10:07<00:00,  2.40it/s]\nEpoch 0: |          | 10110/? [1:10:07<00:00,  2.40it/s]\nEpoch 0: |          | 10110/? [1:10:07<00:00,  2.40it/s]\nEpoch 0: |          | 10111/? [1:10:07<00:00,  2.40it/s]\nEpoch 0: |          | 10111/? [1:10:07<00:00,  2.40it/s]\nEpoch 0: |          | 10112/? [1:10:08<00:00,  2.40it/s]\nEpoch 0: |          | 10112/? [1:10:08<00:00,  2.40it/s]\nEpoch 0: |          | 10113/? [1:10:08<00:00,  2.40it/s]\nEpoch 0: |          | 10113/? [1:10:08<00:00,  2.40it/s]\nEpoch 0: |          | 10114/? [1:10:09<00:00,  2.40it/s]\nEpoch 0: |          | 10114/? [1:10:09<00:00,  2.40it/s]\nEpoch 0: |          | 10115/? [1:10:09<00:00,  2.40it/s]\nEpoch 0: |          | 10115/? [1:10:09<00:00,  2.40it/s]\nEpoch 0: |          | 10116/? [1:10:09<00:00,  2.40it/s]\nEpoch 0: |          | 10116/? [1:10:09<00:00,  2.40it/s]\nEpoch 0: |          | 10117/? [1:10:10<00:00,  2.40it/s]\nEpoch 0: |          | 10117/? [1:10:10<00:00,  2.40it/s]\nEpoch 0: |          | 10118/? [1:10:10<00:00,  2.40it/s]\nEpoch 0: |          | 10118/? [1:10:10<00:00,  2.40it/s]\nEpoch 0: |          | 10119/? [1:10:11<00:00,  2.40it/s]\nEpoch 0: |          | 10119/? [1:10:11<00:00,  2.40it/s]\nEpoch 0: |          | 10120/? [1:10:11<00:00,  2.40it/s]\nEpoch 0: |          | 10120/? [1:10:11<00:00,  2.40it/s]\nEpoch 0: |          | 10121/? [1:10:12<00:00,  2.40it/s]\nEpoch 0: |          | 10121/? [1:10:12<00:00,  2.40it/s]\nEpoch 0: |          | 10122/? [1:10:12<00:00,  2.40it/s]\nEpoch 0: |          | 10122/? [1:10:12<00:00,  2.40it/s]\nEpoch 0: |          | 10123/? [1:10:12<00:00,  2.40it/s]\nEpoch 0: |          | 10123/? [1:10:12<00:00,  2.40it/s]\nEpoch 0: |          | 10124/? [1:10:13<00:00,  2.40it/s]\nEpoch 0: |          | 10124/? [1:10:13<00:00,  2.40it/s]\nEpoch 0: |          | 10125/? [1:10:13<00:00,  2.40it/s]\nEpoch 0: |          | 10125/? [1:10:13<00:00,  2.40it/s]\nEpoch 0: |          | 10126/? [1:10:14<00:00,  2.40it/s]\nEpoch 0: |          | 10126/? [1:10:14<00:00,  2.40it/s]\nEpoch 0: |          | 10127/? [1:10:14<00:00,  2.40it/s]\nEpoch 0: |          | 10127/? [1:10:14<00:00,  2.40it/s]\nEpoch 0: |          | 10128/? [1:10:15<00:00,  2.40it/s]\nEpoch 0: |          | 10128/? [1:10:15<00:00,  2.40it/s]\nEpoch 0: |          | 10129/? [1:10:15<00:00,  2.40it/s]\nEpoch 0: |          | 10129/? [1:10:15<00:00,  2.40it/s]\nEpoch 0: |          | 10130/? [1:10:15<00:00,  2.40it/s]\nEpoch 0: |          | 10130/? [1:10:15<00:00,  2.40it/s]\nEpoch 0: |          | 10131/? [1:10:16<00:00,  2.40it/s]\nEpoch 0: |          | 10131/? [1:10:16<00:00,  2.40it/s]\nEpoch 0: |          | 10132/? [1:10:16<00:00,  2.40it/s]\nEpoch 0: |          | 10132/? [1:10:16<00:00,  2.40it/s]\nEpoch 0: |          | 10133/? [1:10:17<00:00,  2.40it/s]\nEpoch 0: |          | 10133/? [1:10:17<00:00,  2.40it/s]\nEpoch 0: |          | 10134/? [1:10:17<00:00,  2.40it/s]\nEpoch 0: |          | 10134/? [1:10:17<00:00,  2.40it/s]\nEpoch 0: |          | 10135/? [1:10:17<00:00,  2.40it/s]\nEpoch 0: |          | 10135/? [1:10:17<00:00,  2.40it/s]\nEpoch 0: |          | 10136/? [1:10:18<00:00,  2.40it/s]\nEpoch 0: |          | 10136/? [1:10:18<00:00,  2.40it/s]\nEpoch 0: |          | 10137/? [1:10:18<00:00,  2.40it/s]\nEpoch 0: |          | 10137/? [1:10:18<00:00,  2.40it/s]\nEpoch 0: |          | 10138/? [1:10:19<00:00,  2.40it/s]\nEpoch 0: |          | 10138/? [1:10:19<00:00,  2.40it/s]\nEpoch 0: |          | 10139/? [1:10:19<00:00,  2.40it/s]\nEpoch 0: |          | 10139/? [1:10:19<00:00,  2.40it/s]\nEpoch 0: |          | 10140/? [1:10:19<00:00,  2.40it/s]\nEpoch 0: |          | 10140/? [1:10:19<00:00,  2.40it/s]\nEpoch 0: |          | 10141/? [1:10:20<00:00,  2.40it/s]\nEpoch 0: |          | 10141/? [1:10:20<00:00,  2.40it/s]\nEpoch 0: |          | 10142/? [1:10:20<00:00,  2.40it/s]\nEpoch 0: |          | 10142/? [1:10:20<00:00,  2.40it/s]\nEpoch 0: |          | 10143/? [1:10:21<00:00,  2.40it/s]\nEpoch 0: |          | 10143/? [1:10:21<00:00,  2.40it/s]\nEpoch 0: |          | 10144/? [1:10:21<00:00,  2.40it/s]\nEpoch 0: |          | 10144/? [1:10:21<00:00,  2.40it/s]\nEpoch 0: |          | 10145/? [1:10:21<00:00,  2.40it/s]\nEpoch 0: |          | 10145/? [1:10:21<00:00,  2.40it/s]\nEpoch 0: |          | 10146/? [1:10:22<00:00,  2.40it/s]\nEpoch 0: |          | 10146/? [1:10:22<00:00,  2.40it/s]\nEpoch 0: |          | 10147/? [1:10:22<00:00,  2.40it/s]\nEpoch 0: |          | 10147/? [1:10:22<00:00,  2.40it/s]\nEpoch 0: |          | 10148/? [1:10:23<00:00,  2.40it/s]\nEpoch 0: |          | 10148/? [1:10:23<00:00,  2.40it/s]\nEpoch 0: |          | 10149/? [1:10:23<00:00,  2.40it/s]\nEpoch 0: |          | 10149/? [1:10:23<00:00,  2.40it/s]\nEpoch 0: |          | 10150/? [1:10:23<00:00,  2.40it/s]\nEpoch 0: |          | 10150/? [1:10:23<00:00,  2.40it/s]\nEpoch 0: |          | 10151/? [1:10:24<00:00,  2.40it/s]\nEpoch 0: |          | 10151/? [1:10:24<00:00,  2.40it/s]\nEpoch 0: |          | 10152/? [1:10:24<00:00,  2.40it/s]\nEpoch 0: |          | 10152/? [1:10:24<00:00,  2.40it/s]\nEpoch 0: |          | 10153/? [1:10:25<00:00,  2.40it/s]\nEpoch 0: |          | 10153/? [1:10:25<00:00,  2.40it/s]\nEpoch 0: |          | 10154/? [1:10:25<00:00,  2.40it/s]\nEpoch 0: |          | 10154/? [1:10:25<00:00,  2.40it/s]\nEpoch 0: |          | 10155/? [1:10:26<00:00,  2.40it/s]\nEpoch 0: |          | 10155/? [1:10:26<00:00,  2.40it/s]\nEpoch 0: |          | 10156/? [1:10:26<00:00,  2.40it/s]\nEpoch 0: |          | 10156/? [1:10:26<00:00,  2.40it/s]\nEpoch 0: |          | 10157/? [1:10:26<00:00,  2.40it/s]\nEpoch 0: |          | 10157/? [1:10:26<00:00,  2.40it/s]\nEpoch 0: |          | 10158/? [1:10:27<00:00,  2.40it/s]\nEpoch 0: |          | 10158/? [1:10:27<00:00,  2.40it/s]\nEpoch 0: |          | 10159/? [1:10:27<00:00,  2.40it/s]\nEpoch 0: |          | 10159/? [1:10:27<00:00,  2.40it/s]\nEpoch 0: |          | 10160/? [1:10:28<00:00,  2.40it/s]\nEpoch 0: |          | 10160/? [1:10:28<00:00,  2.40it/s]\nEpoch 0: |          | 10161/? [1:10:28<00:00,  2.40it/s]\nEpoch 0: |          | 10161/? [1:10:28<00:00,  2.40it/s]\nEpoch 0: |          | 10162/? [1:10:28<00:00,  2.40it/s]\nEpoch 0: |          | 10162/? [1:10:28<00:00,  2.40it/s]\nEpoch 0: |          | 10163/? [1:10:29<00:00,  2.40it/s]\nEpoch 0: |          | 10163/? [1:10:29<00:00,  2.40it/s]\nEpoch 0: |          | 10164/? [1:10:29<00:00,  2.40it/s]\nEpoch 0: |          | 10164/? [1:10:29<00:00,  2.40it/s]\nEpoch 0: |          | 10165/? [1:10:30<00:00,  2.40it/s]\nEpoch 0: |          | 10165/? [1:10:30<00:00,  2.40it/s]\nEpoch 0: |          | 10166/? [1:10:30<00:00,  2.40it/s]\nEpoch 0: |          | 10166/? [1:10:30<00:00,  2.40it/s]\nEpoch 0: |          | 10167/? [1:10:30<00:00,  2.40it/s]\nEpoch 0: |          | 10167/? [1:10:30<00:00,  2.40it/s]\nEpoch 0: |          | 10168/? [1:10:31<00:00,  2.40it/s]\nEpoch 0: |          | 10168/? [1:10:31<00:00,  2.40it/s]\nEpoch 0: |          | 10169/? [1:10:31<00:00,  2.40it/s]\nEpoch 0: |          | 10169/? [1:10:31<00:00,  2.40it/s]\nEpoch 0: |          | 10170/? [1:10:32<00:00,  2.40it/s]\nEpoch 0: |          | 10170/? [1:10:32<00:00,  2.40it/s]\nEpoch 0: |          | 10171/? [1:10:32<00:00,  2.40it/s]\nEpoch 0: |          | 10171/? [1:10:32<00:00,  2.40it/s]\nEpoch 0: |          | 10172/? [1:10:33<00:00,  2.40it/s]\nEpoch 0: |          | 10172/? [1:10:33<00:00,  2.40it/s]\nEpoch 0: |          | 10173/? [1:10:33<00:00,  2.40it/s]\nEpoch 0: |          | 10173/? [1:10:33<00:00,  2.40it/s]\nEpoch 0: |          | 10174/? [1:10:33<00:00,  2.40it/s]\nEpoch 0: |          | 10174/? [1:10:33<00:00,  2.40it/s]\nEpoch 0: |          | 10175/? [1:10:34<00:00,  2.40it/s]\nEpoch 0: |          | 10175/? [1:10:34<00:00,  2.40it/s]\nEpoch 0: |          | 10176/? [1:10:34<00:00,  2.40it/s]\nEpoch 0: |          | 10176/? [1:10:34<00:00,  2.40it/s]\nEpoch 0: |          | 10177/? [1:10:35<00:00,  2.40it/s]\nEpoch 0: |          | 10177/? [1:10:35<00:00,  2.40it/s]\nEpoch 0: |          | 10178/? [1:10:35<00:00,  2.40it/s]\nEpoch 0: |          | 10178/? [1:10:35<00:00,  2.40it/s]\nEpoch 0: |          | 10179/? [1:10:35<00:00,  2.40it/s]\nEpoch 0: |          | 10179/? [1:10:35<00:00,  2.40it/s]\nEpoch 0: |          | 10180/? [1:10:36<00:00,  2.40it/s]\nEpoch 0: |          | 10180/? [1:10:36<00:00,  2.40it/s]\nEpoch 0: |          | 10181/? [1:10:36<00:00,  2.40it/s]\nEpoch 0: |          | 10181/? [1:10:36<00:00,  2.40it/s]\nEpoch 0: |          | 10182/? [1:10:37<00:00,  2.40it/s]\nEpoch 0: |          | 10182/? [1:10:37<00:00,  2.40it/s]\nEpoch 0: |          | 10183/? [1:10:37<00:00,  2.40it/s]\nEpoch 0: |          | 10183/? [1:10:37<00:00,  2.40it/s]\nEpoch 0: |          | 10184/? [1:10:38<00:00,  2.40it/s]\nEpoch 0: |          | 10184/? [1:10:38<00:00,  2.40it/s]\nEpoch 0: |          | 10185/? [1:10:38<00:00,  2.40it/s]\nEpoch 0: |          | 10185/? [1:10:38<00:00,  2.40it/s]\nEpoch 0: |          | 10186/? [1:10:38<00:00,  2.40it/s]\nEpoch 0: |          | 10186/? [1:10:38<00:00,  2.40it/s]\nEpoch 0: |          | 10187/? [1:10:39<00:00,  2.40it/s]\nEpoch 0: |          | 10187/? [1:10:39<00:00,  2.40it/s]\nEpoch 0: |          | 10188/? [1:10:39<00:00,  2.40it/s]\nEpoch 0: |          | 10188/? [1:10:39<00:00,  2.40it/s]\nEpoch 0: |          | 10189/? [1:10:40<00:00,  2.40it/s]\nEpoch 0: |          | 10189/? [1:10:40<00:00,  2.40it/s]\nEpoch 0: |          | 10190/? [1:10:40<00:00,  2.40it/s]\nEpoch 0: |          | 10190/? [1:10:40<00:00,  2.40it/s]\nEpoch 0: |          | 10191/? [1:10:41<00:00,  2.40it/s]\nEpoch 0: |          | 10191/? [1:10:41<00:00,  2.40it/s]\nEpoch 0: |          | 10192/? [1:10:41<00:00,  2.40it/s]\nEpoch 0: |          | 10192/? [1:10:41<00:00,  2.40it/s]\nEpoch 0: |          | 10193/? [1:10:41<00:00,  2.40it/s]\nEpoch 0: |          | 10193/? [1:10:41<00:00,  2.40it/s]\nEpoch 0: |          | 10194/? [1:10:42<00:00,  2.40it/s]\nEpoch 0: |          | 10194/? [1:10:42<00:00,  2.40it/s]\nEpoch 0: |          | 10195/? [1:10:42<00:00,  2.40it/s]\nEpoch 0: |          | 10195/? [1:10:42<00:00,  2.40it/s]\nEpoch 0: |          | 10196/? [1:10:43<00:00,  2.40it/s]\nEpoch 0: |          | 10196/? [1:10:43<00:00,  2.40it/s]\nEpoch 0: |          | 10197/? [1:10:43<00:00,  2.40it/s]\nEpoch 0: |          | 10197/? [1:10:43<00:00,  2.40it/s]\nEpoch 0: |          | 10198/? [1:10:43<00:00,  2.40it/s]\nEpoch 0: |          | 10198/? [1:10:43<00:00,  2.40it/s]\nEpoch 0: |          | 10199/? [1:10:44<00:00,  2.40it/s]\nEpoch 0: |          | 10199/? [1:10:44<00:00,  2.40it/s]\nEpoch 0: |          | 10200/? [1:10:44<00:00,  2.40it/s]\nEpoch 0: |          | 10200/? [1:10:44<00:00,  2.40it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.93it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.38it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.22it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.13it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 10200/? [1:10:45<00:00,  2.40it/s]\nEpoch 0: |          | 10201/? [1:10:45<00:00,  2.40it/s]\nEpoch 0: |          | 10201/? [1:10:45<00:00,  2.40it/s]\nEpoch 0: |          | 10202/? [1:10:45<00:00,  2.40it/s]\nEpoch 0: |          | 10202/? [1:10:45<00:00,  2.40it/s]\nEpoch 0: |          | 10203/? [1:10:46<00:00,  2.40it/s]\nEpoch 0: |          | 10203/? [1:10:46<00:00,  2.40it/s]\nEpoch 0: |          | 10204/? [1:10:46<00:00,  2.40it/s]\nEpoch 0: |          | 10204/? [1:10:46<00:00,  2.40it/s]\nEpoch 0: |          | 10205/? [1:10:47<00:00,  2.40it/s]\nEpoch 0: |          | 10205/? [1:10:47<00:00,  2.40it/s]\nEpoch 0: |          | 10206/? [1:10:47<00:00,  2.40it/s]\nEpoch 0: |          | 10206/? [1:10:47<00:00,  2.40it/s]\nEpoch 0: |          | 10207/? [1:10:47<00:00,  2.40it/s]\nEpoch 0: |          | 10207/? [1:10:47<00:00,  2.40it/s]\nEpoch 0: |          | 10208/? [1:10:48<00:00,  2.40it/s]\nEpoch 0: |          | 10208/? [1:10:48<00:00,  2.40it/s]\nEpoch 0: |          | 10209/? [1:10:48<00:00,  2.40it/s]\nEpoch 0: |          | 10209/? [1:10:48<00:00,  2.40it/s]\nEpoch 0: |          | 10210/? [1:10:49<00:00,  2.40it/s]\nEpoch 0: |          | 10210/? [1:10:49<00:00,  2.40it/s]\nEpoch 0: |          | 10211/? [1:10:49<00:00,  2.40it/s]\nEpoch 0: |          | 10211/? [1:10:49<00:00,  2.40it/s]\nEpoch 0: |          | 10212/? [1:10:50<00:00,  2.40it/s]\nEpoch 0: |          | 10212/? [1:10:50<00:00,  2.40it/s]\nEpoch 0: |          | 10213/? [1:10:50<00:00,  2.40it/s]\nEpoch 0: |          | 10213/? [1:10:50<00:00,  2.40it/s]\nEpoch 0: |          | 10214/? [1:10:50<00:00,  2.40it/s]\nEpoch 0: |          | 10214/? [1:10:50<00:00,  2.40it/s]\nEpoch 0: |          | 10215/? [1:10:51<00:00,  2.40it/s]\nEpoch 0: |          | 10215/? [1:10:51<00:00,  2.40it/s]\nEpoch 0: |          | 10216/? [1:10:51<00:00,  2.40it/s]\nEpoch 0: |          | 10216/? [1:10:51<00:00,  2.40it/s]\nEpoch 0: |          | 10217/? [1:10:51<00:00,  2.40it/s]\nEpoch 0: |          | 10217/? [1:10:51<00:00,  2.40it/s]\nEpoch 0: |          | 10218/? [1:10:52<00:00,  2.40it/s]\nEpoch 0: |          | 10218/? [1:10:52<00:00,  2.40it/s]\nEpoch 0: |          | 10219/? [1:10:52<00:00,  2.40it/s]\nEpoch 0: |          | 10219/? [1:10:52<00:00,  2.40it/s]\nEpoch 0: |          | 10220/? [1:10:53<00:00,  2.40it/s]\nEpoch 0: |          | 10220/? [1:10:53<00:00,  2.40it/s]\nEpoch 0: |          | 10221/? [1:10:53<00:00,  2.40it/s]\nEpoch 0: |          | 10221/? [1:10:53<00:00,  2.40it/s]\nEpoch 0: |          | 10222/? [1:10:54<00:00,  2.40it/s]\nEpoch 0: |          | 10222/? [1:10:54<00:00,  2.40it/s]\nEpoch 0: |          | 10223/? [1:10:54<00:00,  2.40it/s]\nEpoch 0: |          | 10223/? [1:10:54<00:00,  2.40it/s]\nEpoch 0: |          | 10224/? [1:10:55<00:00,  2.40it/s]\nEpoch 0: |          | 10224/? [1:10:55<00:00,  2.40it/s]\nEpoch 0: |          | 10225/? [1:10:55<00:00,  2.40it/s]\nEpoch 0: |          | 10225/? [1:10:55<00:00,  2.40it/s]\nEpoch 0: |          | 10226/? [1:10:56<00:00,  2.40it/s]\nEpoch 0: |          | 10226/? [1:10:56<00:00,  2.40it/s]\nEpoch 0: |          | 10227/? [1:10:56<00:00,  2.40it/s]\nEpoch 0: |          | 10227/? [1:10:56<00:00,  2.40it/s]\nEpoch 0: |          | 10228/? [1:10:56<00:00,  2.40it/s]\nEpoch 0: |          | 10228/? [1:10:56<00:00,  2.40it/s]\nEpoch 0: |          | 10229/? [1:10:57<00:00,  2.40it/s]\nEpoch 0: |          | 10229/? [1:10:57<00:00,  2.40it/s]\nEpoch 0: |          | 10230/? [1:10:57<00:00,  2.40it/s]\nEpoch 0: |          | 10230/? [1:10:57<00:00,  2.40it/s]\nEpoch 0: |          | 10231/? [1:10:58<00:00,  2.40it/s]\nEpoch 0: |          | 10231/? [1:10:58<00:00,  2.40it/s]\nEpoch 0: |          | 10232/? [1:10:58<00:00,  2.40it/s]\nEpoch 0: |          | 10232/? [1:10:58<00:00,  2.40it/s]\nEpoch 0: |          | 10233/? [1:10:59<00:00,  2.40it/s]\nEpoch 0: |          | 10233/? [1:10:59<00:00,  2.40it/s]\nEpoch 0: |          | 10234/? [1:10:59<00:00,  2.40it/s]\nEpoch 0: |          | 10234/? [1:10:59<00:00,  2.40it/s]\nEpoch 0: |          | 10235/? [1:10:59<00:00,  2.40it/s]\nEpoch 0: |          | 10235/? [1:10:59<00:00,  2.40it/s]\nEpoch 0: |          | 10236/? [1:11:00<00:00,  2.40it/s]\nEpoch 0: |          | 10236/? [1:11:00<00:00,  2.40it/s]\nEpoch 0: |          | 10237/? [1:11:00<00:00,  2.40it/s]\nEpoch 0: |          | 10237/? [1:11:00<00:00,  2.40it/s]\nEpoch 0: |          | 10238/? [1:11:01<00:00,  2.40it/s]\nEpoch 0: |          | 10238/? [1:11:01<00:00,  2.40it/s]\nEpoch 0: |          | 10239/? [1:11:01<00:00,  2.40it/s]\nEpoch 0: |          | 10239/? [1:11:01<00:00,  2.40it/s]\nEpoch 0: |          | 10240/? [1:11:01<00:00,  2.40it/s]\nEpoch 0: |          | 10240/? [1:11:01<00:00,  2.40it/s]\nEpoch 0: |          | 10241/? [1:11:02<00:00,  2.40it/s]\nEpoch 0: |          | 10241/? [1:11:02<00:00,  2.40it/s]\nEpoch 0: |          | 10242/? [1:11:02<00:00,  2.40it/s]\nEpoch 0: |          | 10242/? [1:11:02<00:00,  2.40it/s]\nEpoch 0: |          | 10243/? [1:11:03<00:00,  2.40it/s]\nEpoch 0: |          | 10243/? [1:11:03<00:00,  2.40it/s]\nEpoch 0: |          | 10244/? [1:11:03<00:00,  2.40it/s]\nEpoch 0: |          | 10244/? [1:11:03<00:00,  2.40it/s]\nEpoch 0: |          | 10245/? [1:11:03<00:00,  2.40it/s]\nEpoch 0: |          | 10245/? [1:11:03<00:00,  2.40it/s]\nEpoch 0: |          | 10246/? [1:11:04<00:00,  2.40it/s]\nEpoch 0: |          | 10246/? [1:11:04<00:00,  2.40it/s]\nEpoch 0: |          | 10247/? [1:11:04<00:00,  2.40it/s]\nEpoch 0: |          | 10247/? [1:11:04<00:00,  2.40it/s]\nEpoch 0: |          | 10248/? [1:11:05<00:00,  2.40it/s]\nEpoch 0: |          | 10248/? [1:11:05<00:00,  2.40it/s]\nEpoch 0: |          | 10249/? [1:11:05<00:00,  2.40it/s]\nEpoch 0: |          | 10249/? [1:11:05<00:00,  2.40it/s]\nEpoch 0: |          | 10250/? [1:11:06<00:00,  2.40it/s]\nEpoch 0: |          | 10250/? [1:11:06<00:00,  2.40it/s]\nEpoch 0: |          | 10251/? [1:11:06<00:00,  2.40it/s]\nEpoch 0: |          | 10251/? [1:11:06<00:00,  2.40it/s]\nEpoch 0: |          | 10252/? [1:11:07<00:00,  2.40it/s]\nEpoch 0: |          | 10252/? [1:11:07<00:00,  2.40it/s]\nEpoch 0: |          | 10253/? [1:11:07<00:00,  2.40it/s]\nEpoch 0: |          | 10253/? [1:11:07<00:00,  2.40it/s]\nEpoch 0: |          | 10254/? [1:11:07<00:00,  2.40it/s]\nEpoch 0: |          | 10254/? [1:11:07<00:00,  2.40it/s]\nEpoch 0: |          | 10255/? [1:11:08<00:00,  2.40it/s]\nEpoch 0: |          | 10255/? [1:11:08<00:00,  2.40it/s]\nEpoch 0: |          | 10256/? [1:11:08<00:00,  2.40it/s]\nEpoch 0: |          | 10256/? [1:11:08<00:00,  2.40it/s]\nEpoch 0: |          | 10257/? [1:11:09<00:00,  2.40it/s]\nEpoch 0: |          | 10257/? [1:11:09<00:00,  2.40it/s]\nEpoch 0: |          | 10258/? [1:11:09<00:00,  2.40it/s]\nEpoch 0: |          | 10258/? [1:11:09<00:00,  2.40it/s]\nEpoch 0: |          | 10259/? [1:11:09<00:00,  2.40it/s]\nEpoch 0: |          | 10259/? [1:11:09<00:00,  2.40it/s]\nEpoch 0: |          | 10260/? [1:11:10<00:00,  2.40it/s]\nEpoch 0: |          | 10260/? [1:11:10<00:00,  2.40it/s]\nEpoch 0: |          | 10261/? [1:11:10<00:00,  2.40it/s]\nEpoch 0: |          | 10261/? [1:11:10<00:00,  2.40it/s]\nEpoch 0: |          | 10262/? [1:11:11<00:00,  2.40it/s]\nEpoch 0: |          | 10262/? [1:11:11<00:00,  2.40it/s]\nEpoch 0: |          | 10263/? [1:11:11<00:00,  2.40it/s]\nEpoch 0: |          | 10263/? [1:11:11<00:00,  2.40it/s]\nEpoch 0: |          | 10264/? [1:11:12<00:00,  2.40it/s]\nEpoch 0: |          | 10264/? [1:11:12<00:00,  2.40it/s]\nEpoch 0: |          | 10265/? [1:11:12<00:00,  2.40it/s]\nEpoch 0: |          | 10265/? [1:11:12<00:00,  2.40it/s]\nEpoch 0: |          | 10266/? [1:11:12<00:00,  2.40it/s]\nEpoch 0: |          | 10266/? [1:11:12<00:00,  2.40it/s]\nEpoch 0: |          | 10267/? [1:11:13<00:00,  2.40it/s]\nEpoch 0: |          | 10267/? [1:11:13<00:00,  2.40it/s]\nEpoch 0: |          | 10268/? [1:11:13<00:00,  2.40it/s]\nEpoch 0: |          | 10268/? [1:11:13<00:00,  2.40it/s]\nEpoch 0: |          | 10269/? [1:11:14<00:00,  2.40it/s]\nEpoch 0: |          | 10269/? [1:11:14<00:00,  2.40it/s]\nEpoch 0: |          | 10270/? [1:11:14<00:00,  2.40it/s]\nEpoch 0: |          | 10270/? [1:11:14<00:00,  2.40it/s]\nEpoch 0: |          | 10271/? [1:11:14<00:00,  2.40it/s]\nEpoch 0: |          | 10271/? [1:11:14<00:00,  2.40it/s]\nEpoch 0: |          | 10272/? [1:11:15<00:00,  2.40it/s]\nEpoch 0: |          | 10272/? [1:11:15<00:00,  2.40it/s]\nEpoch 0: |          | 10273/? [1:11:15<00:00,  2.40it/s]\nEpoch 0: |          | 10273/? [1:11:15<00:00,  2.40it/s]\nEpoch 0: |          | 10274/? [1:11:16<00:00,  2.40it/s]\nEpoch 0: |          | 10274/? [1:11:16<00:00,  2.40it/s]\nEpoch 0: |          | 10275/? [1:11:16<00:00,  2.40it/s]\nEpoch 0: |          | 10275/? [1:11:16<00:00,  2.40it/s]\nEpoch 0: |          | 10276/? [1:11:17<00:00,  2.40it/s]\nEpoch 0: |          | 10276/? [1:11:17<00:00,  2.40it/s]\nEpoch 0: |          | 10277/? [1:11:17<00:00,  2.40it/s]\nEpoch 0: |          | 10277/? [1:11:17<00:00,  2.40it/s]\nEpoch 0: |          | 10278/? [1:11:17<00:00,  2.40it/s]\nEpoch 0: |          | 10278/? [1:11:17<00:00,  2.40it/s]\nEpoch 0: |          | 10279/? [1:11:18<00:00,  2.40it/s]\nEpoch 0: |          | 10279/? [1:11:18<00:00,  2.40it/s]\nEpoch 0: |          | 10280/? [1:11:18<00:00,  2.40it/s]\nEpoch 0: |          | 10280/? [1:11:18<00:00,  2.40it/s]\nEpoch 0: |          | 10281/? [1:11:19<00:00,  2.40it/s]\nEpoch 0: |          | 10281/? [1:11:19<00:00,  2.40it/s]\nEpoch 0: |          | 10282/? [1:11:19<00:00,  2.40it/s]\nEpoch 0: |          | 10282/? [1:11:19<00:00,  2.40it/s]\nEpoch 0: |          | 10283/? [1:11:19<00:00,  2.40it/s]\nEpoch 0: |          | 10283/? [1:11:19<00:00,  2.40it/s]\nEpoch 0: |          | 10284/? [1:11:20<00:00,  2.40it/s]\nEpoch 0: |          | 10284/? [1:11:20<00:00,  2.40it/s]\nEpoch 0: |          | 10285/? [1:11:20<00:00,  2.40it/s]\nEpoch 0: |          | 10285/? [1:11:20<00:00,  2.40it/s]\nEpoch 0: |          | 10286/? [1:11:21<00:00,  2.40it/s]\nEpoch 0: |          | 10286/? [1:11:21<00:00,  2.40it/s]\nEpoch 0: |          | 10287/? [1:11:21<00:00,  2.40it/s]\nEpoch 0: |          | 10287/? [1:11:21<00:00,  2.40it/s]\nEpoch 0: |          | 10288/? [1:11:21<00:00,  2.40it/s]\nEpoch 0: |          | 10288/? [1:11:21<00:00,  2.40it/s]\nEpoch 0: |          | 10289/? [1:11:22<00:00,  2.40it/s]\nEpoch 0: |          | 10289/? [1:11:22<00:00,  2.40it/s]\nEpoch 0: |          | 10290/? [1:11:22<00:00,  2.40it/s]\nEpoch 0: |          | 10290/? [1:11:22<00:00,  2.40it/s]\nEpoch 0: |          | 10291/? [1:11:23<00:00,  2.40it/s]\nEpoch 0: |          | 10291/? [1:11:23<00:00,  2.40it/s]\nEpoch 0: |          | 10292/? [1:11:23<00:00,  2.40it/s]\nEpoch 0: |          | 10292/? [1:11:23<00:00,  2.40it/s]\nEpoch 0: |          | 10293/? [1:11:23<00:00,  2.40it/s]\nEpoch 0: |          | 10293/? [1:11:23<00:00,  2.40it/s]\nEpoch 0: |          | 10294/? [1:11:24<00:00,  2.40it/s]\nEpoch 0: |          | 10294/? [1:11:24<00:00,  2.40it/s]\nEpoch 0: |          | 10295/? [1:11:24<00:00,  2.40it/s]\nEpoch 0: |          | 10295/? [1:11:24<00:00,  2.40it/s]\nEpoch 0: |          | 10296/? [1:11:25<00:00,  2.40it/s]\nEpoch 0: |          | 10296/? [1:11:25<00:00,  2.40it/s]\nEpoch 0: |          | 10297/? [1:11:25<00:00,  2.40it/s]\nEpoch 0: |          | 10297/? [1:11:25<00:00,  2.40it/s]\nEpoch 0: |          | 10298/? [1:11:25<00:00,  2.40it/s]\nEpoch 0: |          | 10298/? [1:11:25<00:00,  2.40it/s]\nEpoch 0: |          | 10299/? [1:11:26<00:00,  2.40it/s]\nEpoch 0: |          | 10299/? [1:11:26<00:00,  2.40it/s]\nEpoch 0: |          | 10300/? [1:11:26<00:00,  2.40it/s]\nEpoch 0: |          | 10300/? [1:11:26<00:00,  2.40it/s]\nEpoch 0: |          | 10301/? [1:11:27<00:00,  2.40it/s]\nEpoch 0: |          | 10301/? [1:11:27<00:00,  2.40it/s]\nEpoch 0: |          | 10302/? [1:11:27<00:00,  2.40it/s]\nEpoch 0: |          | 10302/? [1:11:27<00:00,  2.40it/s]\nEpoch 0: |          | 10303/? [1:11:27<00:00,  2.40it/s]\nEpoch 0: |          | 10303/? [1:11:27<00:00,  2.40it/s]\nEpoch 0: |          | 10304/? [1:11:28<00:00,  2.40it/s]\nEpoch 0: |          | 10304/? [1:11:28<00:00,  2.40it/s]\nEpoch 0: |          | 10305/? [1:11:28<00:00,  2.40it/s]\nEpoch 0: |          | 10305/? [1:11:28<00:00,  2.40it/s]\nEpoch 0: |          | 10306/? [1:11:29<00:00,  2.40it/s]\nEpoch 0: |          | 10306/? [1:11:29<00:00,  2.40it/s]\nEpoch 0: |          | 10307/? [1:11:29<00:00,  2.40it/s]\nEpoch 0: |          | 10307/? [1:11:29<00:00,  2.40it/s]\nEpoch 0: |          | 10308/? [1:11:29<00:00,  2.40it/s]\nEpoch 0: |          | 10308/? [1:11:29<00:00,  2.40it/s]\nEpoch 0: |          | 10309/? [1:11:30<00:00,  2.40it/s]\nEpoch 0: |          | 10309/? [1:11:30<00:00,  2.40it/s]\nEpoch 0: |          | 10310/? [1:11:30<00:00,  2.40it/s]\nEpoch 0: |          | 10310/? [1:11:30<00:00,  2.40it/s]\nEpoch 0: |          | 10311/? [1:11:31<00:00,  2.40it/s]\nEpoch 0: |          | 10311/? [1:11:31<00:00,  2.40it/s]\nEpoch 0: |          | 10312/? [1:11:31<00:00,  2.40it/s]\nEpoch 0: |          | 10312/? [1:11:31<00:00,  2.40it/s]\nEpoch 0: |          | 10313/? [1:11:32<00:00,  2.40it/s]\nEpoch 0: |          | 10313/? [1:11:32<00:00,  2.40it/s]\nEpoch 0: |          | 10314/? [1:11:32<00:00,  2.40it/s]\nEpoch 0: |          | 10314/? [1:11:32<00:00,  2.40it/s]\nEpoch 0: |          | 10315/? [1:11:32<00:00,  2.40it/s]\nEpoch 0: |          | 10315/? [1:11:32<00:00,  2.40it/s]\nEpoch 0: |          | 10316/? [1:11:33<00:00,  2.40it/s]\nEpoch 0: |          | 10316/? [1:11:33<00:00,  2.40it/s]\nEpoch 0: |          | 10317/? [1:11:33<00:00,  2.40it/s]\nEpoch 0: |          | 10317/? [1:11:33<00:00,  2.40it/s]\nEpoch 0: |          | 10318/? [1:11:34<00:00,  2.40it/s]\nEpoch 0: |          | 10318/? [1:11:34<00:00,  2.40it/s]\nEpoch 0: |          | 10319/? [1:11:34<00:00,  2.40it/s]\nEpoch 0: |          | 10319/? [1:11:34<00:00,  2.40it/s]\nEpoch 0: |          | 10320/? [1:11:35<00:00,  2.40it/s]\nEpoch 0: |          | 10320/? [1:11:35<00:00,  2.40it/s]\nEpoch 0: |          | 10321/? [1:11:35<00:00,  2.40it/s]\nEpoch 0: |          | 10321/? [1:11:35<00:00,  2.40it/s]\nEpoch 0: |          | 10322/? [1:11:35<00:00,  2.40it/s]\nEpoch 0: |          | 10322/? [1:11:35<00:00,  2.40it/s]\nEpoch 0: |          | 10323/? [1:11:36<00:00,  2.40it/s]\nEpoch 0: |          | 10323/? [1:11:36<00:00,  2.40it/s]\nEpoch 0: |          | 10324/? [1:11:36<00:00,  2.40it/s]\nEpoch 0: |          | 10324/? [1:11:36<00:00,  2.40it/s]\nEpoch 0: |          | 10325/? [1:11:37<00:00,  2.40it/s]\nEpoch 0: |          | 10325/? [1:11:37<00:00,  2.40it/s]\nEpoch 0: |          | 10326/? [1:11:37<00:00,  2.40it/s]\nEpoch 0: |          | 10326/? [1:11:37<00:00,  2.40it/s]\nEpoch 0: |          | 10327/? [1:11:37<00:00,  2.40it/s]\nEpoch 0: |          | 10327/? [1:11:37<00:00,  2.40it/s]\nEpoch 0: |          | 10328/? [1:11:38<00:00,  2.40it/s]\nEpoch 0: |          | 10328/? [1:11:38<00:00,  2.40it/s]\nEpoch 0: |          | 10329/? [1:11:38<00:00,  2.40it/s]\nEpoch 0: |          | 10329/? [1:11:38<00:00,  2.40it/s]\nEpoch 0: |          | 10330/? [1:11:39<00:00,  2.40it/s]\nEpoch 0: |          | 10330/? [1:11:39<00:00,  2.40it/s]\nEpoch 0: |          | 10331/? [1:11:39<00:00,  2.40it/s]\nEpoch 0: |          | 10331/? [1:11:39<00:00,  2.40it/s]\nEpoch 0: |          | 10332/? [1:11:40<00:00,  2.40it/s]\nEpoch 0: |          | 10332/? [1:11:40<00:00,  2.40it/s]\nEpoch 0: |          | 10333/? [1:11:40<00:00,  2.40it/s]\nEpoch 0: |          | 10333/? [1:11:40<00:00,  2.40it/s]\nEpoch 0: |          | 10334/? [1:11:40<00:00,  2.40it/s]\nEpoch 0: |          | 10334/? [1:11:40<00:00,  2.40it/s]\nEpoch 0: |          | 10335/? [1:11:41<00:00,  2.40it/s]\nEpoch 0: |          | 10335/? [1:11:41<00:00,  2.40it/s]\nEpoch 0: |          | 10336/? [1:11:41<00:00,  2.40it/s]\nEpoch 0: |          | 10336/? [1:11:41<00:00,  2.40it/s]\nEpoch 0: |          | 10337/? [1:11:41<00:00,  2.40it/s]\nEpoch 0: |          | 10337/? [1:11:41<00:00,  2.40it/s]\nEpoch 0: |          | 10338/? [1:11:42<00:00,  2.40it/s]\nEpoch 0: |          | 10338/? [1:11:42<00:00,  2.40it/s]\nEpoch 0: |          | 10339/? [1:11:42<00:00,  2.40it/s]\nEpoch 0: |          | 10339/? [1:11:42<00:00,  2.40it/s]\nEpoch 0: |          | 10340/? [1:11:43<00:00,  2.40it/s]\nEpoch 0: |          | 10340/? [1:11:43<00:00,  2.40it/s]\nEpoch 0: |          | 10341/? [1:11:43<00:00,  2.40it/s]\nEpoch 0: |          | 10341/? [1:11:43<00:00,  2.40it/s]\nEpoch 0: |          | 10342/? [1:11:44<00:00,  2.40it/s]\nEpoch 0: |          | 10342/? [1:11:44<00:00,  2.40it/s]\nEpoch 0: |          | 10343/? [1:11:44<00:00,  2.40it/s]\nEpoch 0: |          | 10343/? [1:11:44<00:00,  2.40it/s]\nEpoch 0: |          | 10344/? [1:11:44<00:00,  2.40it/s]\nEpoch 0: |          | 10344/? [1:11:44<00:00,  2.40it/s]\nEpoch 0: |          | 10345/? [1:11:45<00:00,  2.40it/s]\nEpoch 0: |          | 10345/? [1:11:45<00:00,  2.40it/s]\nEpoch 0: |          | 10346/? [1:11:45<00:00,  2.40it/s]\nEpoch 0: |          | 10346/? [1:11:45<00:00,  2.40it/s]\nEpoch 0: |          | 10347/? [1:11:46<00:00,  2.40it/s]\nEpoch 0: |          | 10347/? [1:11:46<00:00,  2.40it/s]\nEpoch 0: |          | 10348/? [1:11:46<00:00,  2.40it/s]\nEpoch 0: |          | 10348/? [1:11:46<00:00,  2.40it/s]\nEpoch 0: |          | 10349/? [1:11:46<00:00,  2.40it/s]\nEpoch 0: |          | 10349/? [1:11:46<00:00,  2.40it/s]\nEpoch 0: |          | 10350/? [1:11:47<00:00,  2.40it/s]\nEpoch 0: |          | 10350/? [1:11:47<00:00,  2.40it/s]\nEpoch 0: |          | 10351/? [1:11:47<00:00,  2.40it/s]\nEpoch 0: |          | 10351/? [1:11:47<00:00,  2.40it/s]\nEpoch 0: |          | 10352/? [1:11:48<00:00,  2.40it/s]\nEpoch 0: |          | 10352/? [1:11:48<00:00,  2.40it/s]\nEpoch 0: |          | 10353/? [1:11:48<00:00,  2.40it/s]\nEpoch 0: |          | 10353/? [1:11:48<00:00,  2.40it/s]\nEpoch 0: |          | 10354/? [1:11:49<00:00,  2.40it/s]\nEpoch 0: |          | 10354/? [1:11:49<00:00,  2.40it/s]\nEpoch 0: |          | 10355/? [1:11:49<00:00,  2.40it/s]\nEpoch 0: |          | 10355/? [1:11:49<00:00,  2.40it/s]\nEpoch 0: |          | 10356/? [1:11:49<00:00,  2.40it/s]\nEpoch 0: |          | 10356/? [1:11:49<00:00,  2.40it/s]\nEpoch 0: |          | 10357/? [1:11:50<00:00,  2.40it/s]\nEpoch 0: |          | 10357/? [1:11:50<00:00,  2.40it/s]\nEpoch 0: |          | 10358/? [1:11:50<00:00,  2.40it/s]\nEpoch 0: |          | 10358/? [1:11:50<00:00,  2.40it/s]\nEpoch 0: |          | 10359/? [1:11:51<00:00,  2.40it/s]\nEpoch 0: |          | 10359/? [1:11:51<00:00,  2.40it/s]\nEpoch 0: |          | 10360/? [1:11:51<00:00,  2.40it/s]\nEpoch 0: |          | 10360/? [1:11:51<00:00,  2.40it/s]\nEpoch 0: |          | 10361/? [1:11:51<00:00,  2.40it/s]\nEpoch 0: |          | 10361/? [1:11:51<00:00,  2.40it/s]\nEpoch 0: |          | 10362/? [1:11:52<00:00,  2.40it/s]\nEpoch 0: |          | 10362/? [1:11:52<00:00,  2.40it/s]\nEpoch 0: |          | 10363/? [1:11:52<00:00,  2.40it/s]\nEpoch 0: |          | 10363/? [1:11:52<00:00,  2.40it/s]\nEpoch 0: |          | 10364/? [1:11:53<00:00,  2.40it/s]\nEpoch 0: |          | 10364/? [1:11:53<00:00,  2.40it/s]\nEpoch 0: |          | 10365/? [1:11:53<00:00,  2.40it/s]\nEpoch 0: |          | 10365/? [1:11:53<00:00,  2.40it/s]\nEpoch 0: |          | 10366/? [1:11:54<00:00,  2.40it/s]\nEpoch 0: |          | 10366/? [1:11:54<00:00,  2.40it/s]\nEpoch 0: |          | 10367/? [1:11:54<00:00,  2.40it/s]\nEpoch 0: |          | 10367/? [1:11:54<00:00,  2.40it/s]\nEpoch 0: |          | 10368/? [1:11:55<00:00,  2.40it/s]\nEpoch 0: |          | 10368/? [1:11:55<00:00,  2.40it/s]\nEpoch 0: |          | 10369/? [1:11:55<00:00,  2.40it/s]\nEpoch 0: |          | 10369/? [1:11:55<00:00,  2.40it/s]\nEpoch 0: |          | 10370/? [1:11:55<00:00,  2.40it/s]\nEpoch 0: |          | 10370/? [1:11:55<00:00,  2.40it/s]\nEpoch 0: |          | 10371/? [1:11:56<00:00,  2.40it/s]\nEpoch 0: |          | 10371/? [1:11:56<00:00,  2.40it/s]\nEpoch 0: |          | 10372/? [1:11:56<00:00,  2.40it/s]\nEpoch 0: |          | 10372/? [1:11:56<00:00,  2.40it/s]\nEpoch 0: |          | 10373/? [1:11:57<00:00,  2.40it/s]\nEpoch 0: |          | 10373/? [1:11:57<00:00,  2.40it/s]\nEpoch 0: |          | 10374/? [1:11:57<00:00,  2.40it/s]\nEpoch 0: |          | 10374/? [1:11:57<00:00,  2.40it/s]\nEpoch 0: |          | 10375/? [1:11:57<00:00,  2.40it/s]\nEpoch 0: |          | 10375/? [1:11:57<00:00,  2.40it/s]\nEpoch 0: |          | 10376/? [1:11:58<00:00,  2.40it/s]\nEpoch 0: |          | 10376/? [1:11:58<00:00,  2.40it/s]\nEpoch 0: |          | 10377/? [1:11:58<00:00,  2.40it/s]\nEpoch 0: |          | 10377/? [1:11:58<00:00,  2.40it/s]\nEpoch 0: |          | 10378/? [1:11:59<00:00,  2.40it/s]\nEpoch 0: |          | 10378/? [1:11:59<00:00,  2.40it/s]\nEpoch 0: |          | 10379/? [1:11:59<00:00,  2.40it/s]\nEpoch 0: |          | 10379/? [1:11:59<00:00,  2.40it/s]\nEpoch 0: |          | 10380/? [1:11:59<00:00,  2.40it/s]\nEpoch 0: |          | 10380/? [1:11:59<00:00,  2.40it/s]\nEpoch 0: |          | 10381/? [1:12:00<00:00,  2.40it/s]\nEpoch 0: |          | 10381/? [1:12:00<00:00,  2.40it/s]\nEpoch 0: |          | 10382/? [1:12:00<00:00,  2.40it/s]\nEpoch 0: |          | 10382/? [1:12:00<00:00,  2.40it/s]\nEpoch 0: |          | 10383/? [1:12:01<00:00,  2.40it/s]\nEpoch 0: |          | 10383/? [1:12:01<00:00,  2.40it/s]\nEpoch 0: |          | 10384/? [1:12:01<00:00,  2.40it/s]\nEpoch 0: |          | 10384/? [1:12:01<00:00,  2.40it/s]\nEpoch 0: |          | 10385/? [1:12:01<00:00,  2.40it/s]\nEpoch 0: |          | 10385/? [1:12:01<00:00,  2.40it/s]\nEpoch 0: |          | 10386/? [1:12:02<00:00,  2.40it/s]\nEpoch 0: |          | 10386/? [1:12:02<00:00,  2.40it/s]\nEpoch 0: |          | 10387/? [1:12:02<00:00,  2.40it/s]\nEpoch 0: |          | 10387/? [1:12:02<00:00,  2.40it/s]\nEpoch 0: |          | 10388/? [1:12:03<00:00,  2.40it/s]\nEpoch 0: |          | 10388/? [1:12:03<00:00,  2.40it/s]\nEpoch 0: |          | 10389/? [1:12:03<00:00,  2.40it/s]\nEpoch 0: |          | 10389/? [1:12:03<00:00,  2.40it/s]\nEpoch 0: |          | 10390/? [1:12:03<00:00,  2.40it/s]\nEpoch 0: |          | 10390/? [1:12:03<00:00,  2.40it/s]\nEpoch 0: |          | 10391/? [1:12:04<00:00,  2.40it/s]\nEpoch 0: |          | 10391/? [1:12:04<00:00,  2.40it/s]\nEpoch 0: |          | 10392/? [1:12:04<00:00,  2.40it/s]\nEpoch 0: |          | 10392/? [1:12:04<00:00,  2.40it/s]\nEpoch 0: |          | 10393/? [1:12:05<00:00,  2.40it/s]\nEpoch 0: |          | 10393/? [1:12:05<00:00,  2.40it/s]\nEpoch 0: |          | 10394/? [1:12:05<00:00,  2.40it/s]\nEpoch 0: |          | 10394/? [1:12:05<00:00,  2.40it/s]\nEpoch 0: |          | 10395/? [1:12:06<00:00,  2.40it/s]\nEpoch 0: |          | 10395/? [1:12:06<00:00,  2.40it/s]\nEpoch 0: |          | 10396/? [1:12:06<00:00,  2.40it/s]\nEpoch 0: |          | 10396/? [1:12:06<00:00,  2.40it/s]\nEpoch 0: |          | 10397/? [1:12:06<00:00,  2.40it/s]\nEpoch 0: |          | 10397/? [1:12:06<00:00,  2.40it/s]\nEpoch 0: |          | 10398/? [1:12:07<00:00,  2.40it/s]\nEpoch 0: |          | 10398/? [1:12:07<00:00,  2.40it/s]\nEpoch 0: |          | 10399/? [1:12:07<00:00,  2.40it/s]\nEpoch 0: |          | 10399/? [1:12:07<00:00,  2.40it/s]\nEpoch 0: |          | 10400/? [1:12:08<00:00,  2.40it/s]\nEpoch 0: |          | 10400/? [1:12:08<00:00,  2.40it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.98it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.60it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.62it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.46it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 10400/? [1:12:08<00:00,  2.40it/s]\nEpoch 0: |          | 10401/? [1:12:08<00:00,  2.40it/s]\nEpoch 0: |          | 10401/? [1:12:08<00:00,  2.40it/s]\nEpoch 0: |          | 10402/? [1:12:09<00:00,  2.40it/s]\nEpoch 0: |          | 10402/? [1:12:09<00:00,  2.40it/s]\nEpoch 0: |          | 10403/? [1:12:09<00:00,  2.40it/s]\nEpoch 0: |          | 10403/? [1:12:09<00:00,  2.40it/s]\nEpoch 0: |          | 10404/? [1:12:10<00:00,  2.40it/s]\nEpoch 0: |          | 10404/? [1:12:10<00:00,  2.40it/s]\nEpoch 0: |          | 10405/? [1:12:10<00:00,  2.40it/s]\nEpoch 0: |          | 10405/? [1:12:10<00:00,  2.40it/s]\nEpoch 0: |          | 10406/? [1:12:10<00:00,  2.40it/s]\nEpoch 0: |          | 10406/? [1:12:10<00:00,  2.40it/s]\nEpoch 0: |          | 10407/? [1:12:11<00:00,  2.40it/s]\nEpoch 0: |          | 10407/? [1:12:11<00:00,  2.40it/s]\nEpoch 0: |          | 10408/? [1:12:11<00:00,  2.40it/s]\nEpoch 0: |          | 10408/? [1:12:11<00:00,  2.40it/s]\nEpoch 0: |          | 10409/? [1:12:12<00:00,  2.40it/s]\nEpoch 0: |          | 10409/? [1:12:12<00:00,  2.40it/s]\nEpoch 0: |          | 10410/? [1:12:12<00:00,  2.40it/s]\nEpoch 0: |          | 10410/? [1:12:12<00:00,  2.40it/s]\nEpoch 0: |          | 10411/? [1:12:12<00:00,  2.40it/s]\nEpoch 0: |          | 10411/? [1:12:12<00:00,  2.40it/s]\nEpoch 0: |          | 10412/? [1:12:13<00:00,  2.40it/s]\nEpoch 0: |          | 10412/? [1:12:13<00:00,  2.40it/s]\nEpoch 0: |          | 10413/? [1:12:13<00:00,  2.40it/s]\nEpoch 0: |          | 10413/? [1:12:13<00:00,  2.40it/s]\nEpoch 0: |          | 10414/? [1:12:14<00:00,  2.40it/s]\nEpoch 0: |          | 10414/? [1:12:14<00:00,  2.40it/s]\nEpoch 0: |          | 10415/? [1:12:14<00:00,  2.40it/s]\nEpoch 0: |          | 10415/? [1:12:14<00:00,  2.40it/s]\nEpoch 0: |          | 10416/? [1:12:15<00:00,  2.40it/s]\nEpoch 0: |          | 10416/? [1:12:15<00:00,  2.40it/s]\nEpoch 0: |          | 10417/? [1:12:15<00:00,  2.40it/s]\nEpoch 0: |          | 10417/? [1:12:15<00:00,  2.40it/s]\nEpoch 0: |          | 10418/? [1:12:15<00:00,  2.40it/s]\nEpoch 0: |          | 10418/? [1:12:15<00:00,  2.40it/s]\nEpoch 0: |          | 10419/? [1:12:16<00:00,  2.40it/s]\nEpoch 0: |          | 10419/? [1:12:16<00:00,  2.40it/s]\nEpoch 0: |          | 10420/? [1:12:16<00:00,  2.40it/s]\nEpoch 0: |          | 10420/? [1:12:16<00:00,  2.40it/s]\nEpoch 0: |          | 10421/? [1:12:17<00:00,  2.40it/s]\nEpoch 0: |          | 10421/? [1:12:17<00:00,  2.40it/s]\nEpoch 0: |          | 10422/? [1:12:17<00:00,  2.40it/s]\nEpoch 0: |          | 10422/? [1:12:17<00:00,  2.40it/s]\nEpoch 0: |          | 10423/? [1:12:17<00:00,  2.40it/s]\nEpoch 0: |          | 10423/? [1:12:17<00:00,  2.40it/s]\nEpoch 0: |          | 10424/? [1:12:18<00:00,  2.40it/s]\nEpoch 0: |          | 10424/? [1:12:18<00:00,  2.40it/s]\nEpoch 0: |          | 10425/? [1:12:18<00:00,  2.40it/s]\nEpoch 0: |          | 10425/? [1:12:18<00:00,  2.40it/s]\nEpoch 0: |          | 10426/? [1:12:19<00:00,  2.40it/s]\nEpoch 0: |          | 10426/? [1:12:19<00:00,  2.40it/s]\nEpoch 0: |          | 10427/? [1:12:19<00:00,  2.40it/s]\nEpoch 0: |          | 10427/? [1:12:19<00:00,  2.40it/s]\nEpoch 0: |          | 10428/? [1:12:19<00:00,  2.40it/s]\nEpoch 0: |          | 10428/? [1:12:19<00:00,  2.40it/s]\nEpoch 0: |          | 10429/? [1:12:20<00:00,  2.40it/s]\nEpoch 0: |          | 10429/? [1:12:20<00:00,  2.40it/s]\nEpoch 0: |          | 10430/? [1:12:20<00:00,  2.40it/s]\nEpoch 0: |          | 10430/? [1:12:20<00:00,  2.40it/s]\nEpoch 0: |          | 10431/? [1:12:21<00:00,  2.40it/s]\nEpoch 0: |          | 10431/? [1:12:21<00:00,  2.40it/s]\nEpoch 0: |          | 10432/? [1:12:21<00:00,  2.40it/s]\nEpoch 0: |          | 10432/? [1:12:21<00:00,  2.40it/s]\nEpoch 0: |          | 10433/? [1:12:22<00:00,  2.40it/s]\nEpoch 0: |          | 10433/? [1:12:22<00:00,  2.40it/s]\nEpoch 0: |          | 10434/? [1:12:22<00:00,  2.40it/s]\nEpoch 0: |          | 10434/? [1:12:22<00:00,  2.40it/s]\nEpoch 0: |          | 10435/? [1:12:22<00:00,  2.40it/s]\nEpoch 0: |          | 10435/? [1:12:22<00:00,  2.40it/s]\nEpoch 0: |          | 10436/? [1:12:23<00:00,  2.40it/s]\nEpoch 0: |          | 10436/? [1:12:23<00:00,  2.40it/s]\nEpoch 0: |          | 10437/? [1:12:23<00:00,  2.40it/s]\nEpoch 0: |          | 10437/? [1:12:23<00:00,  2.40it/s]\nEpoch 0: |          | 10438/? [1:12:24<00:00,  2.40it/s]\nEpoch 0: |          | 10438/? [1:12:24<00:00,  2.40it/s]\nEpoch 0: |          | 10439/? [1:12:24<00:00,  2.40it/s]\nEpoch 0: |          | 10439/? [1:12:24<00:00,  2.40it/s]\nEpoch 0: |          | 10440/? [1:12:24<00:00,  2.40it/s]\nEpoch 0: |          | 10440/? [1:12:24<00:00,  2.40it/s]\nEpoch 0: |          | 10441/? [1:12:25<00:00,  2.40it/s]\nEpoch 0: |          | 10441/? [1:12:25<00:00,  2.40it/s]\nEpoch 0: |          | 10442/? [1:12:25<00:00,  2.40it/s]\nEpoch 0: |          | 10442/? [1:12:25<00:00,  2.40it/s]\nEpoch 0: |          | 10443/? [1:12:25<00:00,  2.40it/s]\nEpoch 0: |          | 10443/? [1:12:25<00:00,  2.40it/s]\nEpoch 0: |          | 10444/? [1:12:26<00:00,  2.40it/s]\nEpoch 0: |          | 10444/? [1:12:26<00:00,  2.40it/s]\nEpoch 0: |          | 10445/? [1:12:26<00:00,  2.40it/s]\nEpoch 0: |          | 10445/? [1:12:26<00:00,  2.40it/s]\nEpoch 0: |          | 10446/? [1:12:27<00:00,  2.40it/s]\nEpoch 0: |          | 10446/? [1:12:27<00:00,  2.40it/s]\nEpoch 0: |          | 10447/? [1:12:27<00:00,  2.40it/s]\nEpoch 0: |          | 10447/? [1:12:27<00:00,  2.40it/s]\nEpoch 0: |          | 10448/? [1:12:28<00:00,  2.40it/s]\nEpoch 0: |          | 10448/? [1:12:28<00:00,  2.40it/s]\nEpoch 0: |          | 10449/? [1:12:28<00:00,  2.40it/s]\nEpoch 0: |          | 10449/? [1:12:28<00:00,  2.40it/s]\nEpoch 0: |          | 10450/? [1:12:28<00:00,  2.40it/s]\nEpoch 0: |          | 10450/? [1:12:28<00:00,  2.40it/s]\nEpoch 0: |          | 10451/? [1:12:29<00:00,  2.40it/s]\nEpoch 0: |          | 10451/? [1:12:29<00:00,  2.40it/s]\nEpoch 0: |          | 10452/? [1:12:29<00:00,  2.40it/s]\nEpoch 0: |          | 10452/? [1:12:29<00:00,  2.40it/s]\nEpoch 0: |          | 10453/? [1:12:30<00:00,  2.40it/s]\nEpoch 0: |          | 10453/? [1:12:30<00:00,  2.40it/s]\nEpoch 0: |          | 10454/? [1:12:30<00:00,  2.40it/s]\nEpoch 0: |          | 10454/? [1:12:30<00:00,  2.40it/s]\nEpoch 0: |          | 10455/? [1:12:31<00:00,  2.40it/s]\nEpoch 0: |          | 10455/? [1:12:31<00:00,  2.40it/s]\nEpoch 0: |          | 10456/? [1:12:31<00:00,  2.40it/s]\nEpoch 0: |          | 10456/? [1:12:31<00:00,  2.40it/s]\nEpoch 0: |          | 10457/? [1:12:31<00:00,  2.40it/s]\nEpoch 0: |          | 10457/? [1:12:31<00:00,  2.40it/s]\nEpoch 0: |          | 10458/? [1:12:32<00:00,  2.40it/s]\nEpoch 0: |          | 10458/? [1:12:32<00:00,  2.40it/s]\nEpoch 0: |          | 10459/? [1:12:32<00:00,  2.40it/s]\nEpoch 0: |          | 10459/? [1:12:32<00:00,  2.40it/s]\nEpoch 0: |          | 10460/? [1:12:33<00:00,  2.40it/s]\nEpoch 0: |          | 10460/? [1:12:33<00:00,  2.40it/s]\nEpoch 0: |          | 10461/? [1:12:33<00:00,  2.40it/s]\nEpoch 0: |          | 10461/? [1:12:33<00:00,  2.40it/s]\nEpoch 0: |          | 10462/? [1:12:34<00:00,  2.40it/s]\nEpoch 0: |          | 10462/? [1:12:34<00:00,  2.40it/s]\nEpoch 0: |          | 10463/? [1:12:34<00:00,  2.40it/s]\nEpoch 0: |          | 10463/? [1:12:34<00:00,  2.40it/s]\nEpoch 0: |          | 10464/? [1:12:34<00:00,  2.40it/s]\nEpoch 0: |          | 10464/? [1:12:34<00:00,  2.40it/s]\nEpoch 0: |          | 10465/? [1:12:35<00:00,  2.40it/s]\nEpoch 0: |          | 10465/? [1:12:35<00:00,  2.40it/s]\nEpoch 0: |          | 10466/? [1:12:35<00:00,  2.40it/s]\nEpoch 0: |          | 10466/? [1:12:35<00:00,  2.40it/s]\nEpoch 0: |          | 10467/? [1:12:36<00:00,  2.40it/s]\nEpoch 0: |          | 10467/? [1:12:36<00:00,  2.40it/s]\nEpoch 0: |          | 10468/? [1:12:36<00:00,  2.40it/s]\nEpoch 0: |          | 10468/? [1:12:36<00:00,  2.40it/s]\nEpoch 0: |          | 10469/? [1:12:37<00:00,  2.40it/s]\nEpoch 0: |          | 10469/? [1:12:37<00:00,  2.40it/s]\nEpoch 0: |          | 10470/? [1:12:37<00:00,  2.40it/s]\nEpoch 0: |          | 10470/? [1:12:37<00:00,  2.40it/s]\nEpoch 0: |          | 10471/? [1:12:37<00:00,  2.40it/s]\nEpoch 0: |          | 10471/? [1:12:37<00:00,  2.40it/s]\nEpoch 0: |          | 10472/? [1:12:38<00:00,  2.40it/s]\nEpoch 0: |          | 10472/? [1:12:38<00:00,  2.40it/s]\nEpoch 0: |          | 10473/? [1:12:38<00:00,  2.40it/s]\nEpoch 0: |          | 10473/? [1:12:38<00:00,  2.40it/s]\nEpoch 0: |          | 10474/? [1:12:39<00:00,  2.40it/s]\nEpoch 0: |          | 10474/? [1:12:39<00:00,  2.40it/s]\nEpoch 0: |          | 10475/? [1:12:39<00:00,  2.40it/s]\nEpoch 0: |          | 10475/? [1:12:39<00:00,  2.40it/s]\nEpoch 0: |          | 10476/? [1:12:39<00:00,  2.40it/s]\nEpoch 0: |          | 10476/? [1:12:39<00:00,  2.40it/s]\nEpoch 0: |          | 10477/? [1:12:40<00:00,  2.40it/s]\nEpoch 0: |          | 10477/? [1:12:40<00:00,  2.40it/s]\nEpoch 0: |          | 10478/? [1:12:40<00:00,  2.40it/s]\nEpoch 0: |          | 10478/? [1:12:40<00:00,  2.40it/s]\nEpoch 0: |          | 10479/? [1:12:41<00:00,  2.40it/s]\nEpoch 0: |          | 10479/? [1:12:41<00:00,  2.40it/s]\nEpoch 0: |          | 10480/? [1:12:41<00:00,  2.40it/s]\nEpoch 0: |          | 10480/? [1:12:41<00:00,  2.40it/s]\nEpoch 0: |          | 10481/? [1:12:41<00:00,  2.40it/s]\nEpoch 0: |          | 10481/? [1:12:41<00:00,  2.40it/s]\nEpoch 0: |          | 10482/? [1:12:42<00:00,  2.40it/s]\nEpoch 0: |          | 10482/? [1:12:42<00:00,  2.40it/s]\nEpoch 0: |          | 10483/? [1:12:42<00:00,  2.40it/s]\nEpoch 0: |          | 10483/? [1:12:42<00:00,  2.40it/s]\nEpoch 0: |          | 10484/? [1:12:43<00:00,  2.40it/s]\nEpoch 0: |          | 10484/? [1:12:43<00:00,  2.40it/s]\nEpoch 0: |          | 10485/? [1:12:43<00:00,  2.40it/s]\nEpoch 0: |          | 10485/? [1:12:43<00:00,  2.40it/s]\nEpoch 0: |          | 10486/? [1:12:44<00:00,  2.40it/s]\nEpoch 0: |          | 10486/? [1:12:44<00:00,  2.40it/s]\nEpoch 0: |          | 10487/? [1:12:44<00:00,  2.40it/s]\nEpoch 0: |          | 10487/? [1:12:44<00:00,  2.40it/s]\nEpoch 0: |          | 10488/? [1:12:44<00:00,  2.40it/s]\nEpoch 0: |          | 10488/? [1:12:44<00:00,  2.40it/s]\nEpoch 0: |          | 10489/? [1:12:45<00:00,  2.40it/s]\nEpoch 0: |          | 10489/? [1:12:45<00:00,  2.40it/s]\nEpoch 0: |          | 10490/? [1:12:45<00:00,  2.40it/s]\nEpoch 0: |          | 10490/? [1:12:45<00:00,  2.40it/s]\nEpoch 0: |          | 10491/? [1:12:46<00:00,  2.40it/s]\nEpoch 0: |          | 10491/? [1:12:46<00:00,  2.40it/s]\nEpoch 0: |          | 10492/? [1:12:46<00:00,  2.40it/s]\nEpoch 0: |          | 10492/? [1:12:46<00:00,  2.40it/s]\nEpoch 0: |          | 10493/? [1:12:47<00:00,  2.40it/s]\nEpoch 0: |          | 10493/? [1:12:47<00:00,  2.40it/s]\nEpoch 0: |          | 10494/? [1:12:47<00:00,  2.40it/s]\nEpoch 0: |          | 10494/? [1:12:47<00:00,  2.40it/s]\nEpoch 0: |          | 10495/? [1:12:47<00:00,  2.40it/s]\nEpoch 0: |          | 10495/? [1:12:47<00:00,  2.40it/s]\nEpoch 0: |          | 10496/? [1:12:48<00:00,  2.40it/s]\nEpoch 0: |          | 10496/? [1:12:48<00:00,  2.40it/s]\nEpoch 0: |          | 10497/? [1:12:48<00:00,  2.40it/s]\nEpoch 0: |          | 10497/? [1:12:48<00:00,  2.40it/s]\nEpoch 0: |          | 10498/? [1:12:49<00:00,  2.40it/s]\nEpoch 0: |          | 10498/? [1:12:49<00:00,  2.40it/s]\nEpoch 0: |          | 10499/? [1:12:49<00:00,  2.40it/s]\nEpoch 0: |          | 10499/? [1:12:49<00:00,  2.40it/s]\nEpoch 0: |          | 10500/? [1:12:50<00:00,  2.40it/s]\nEpoch 0: |          | 10500/? [1:12:50<00:00,  2.40it/s]\nEpoch 0: |          | 10501/? [1:12:50<00:00,  2.40it/s]\nEpoch 0: |          | 10501/? [1:12:50<00:00,  2.40it/s]\nEpoch 0: |          | 10502/? [1:12:50<00:00,  2.40it/s]\nEpoch 0: |          | 10502/? [1:12:50<00:00,  2.40it/s]\nEpoch 0: |          | 10503/? [1:12:51<00:00,  2.40it/s]\nEpoch 0: |          | 10503/? [1:12:51<00:00,  2.40it/s]\nEpoch 0: |          | 10504/? [1:12:51<00:00,  2.40it/s]\nEpoch 0: |          | 10504/? [1:12:51<00:00,  2.40it/s]\nEpoch 0: |          | 10505/? [1:12:52<00:00,  2.40it/s]\nEpoch 0: |          | 10505/? [1:12:52<00:00,  2.40it/s]\nEpoch 0: |          | 10506/? [1:12:52<00:00,  2.40it/s]\nEpoch 0: |          | 10506/? [1:12:52<00:00,  2.40it/s]\nEpoch 0: |          | 10507/? [1:12:52<00:00,  2.40it/s]\nEpoch 0: |          | 10507/? [1:12:52<00:00,  2.40it/s]\nEpoch 0: |          | 10508/? [1:12:53<00:00,  2.40it/s]\nEpoch 0: |          | 10508/? [1:12:53<00:00,  2.40it/s]\nEpoch 0: |          | 10509/? [1:12:53<00:00,  2.40it/s]\nEpoch 0: |          | 10509/? [1:12:53<00:00,  2.40it/s]\nEpoch 0: |          | 10510/? [1:12:53<00:00,  2.40it/s]\nEpoch 0: |          | 10510/? [1:12:53<00:00,  2.40it/s]\nEpoch 0: |          | 10511/? [1:12:54<00:00,  2.40it/s]\nEpoch 0: |          | 10511/? [1:12:54<00:00,  2.40it/s]\nEpoch 0: |          | 10512/? [1:12:54<00:00,  2.40it/s]\nEpoch 0: |          | 10512/? [1:12:54<00:00,  2.40it/s]\nEpoch 0: |          | 10513/? [1:12:55<00:00,  2.40it/s]\nEpoch 0: |          | 10513/? [1:12:55<00:00,  2.40it/s]\nEpoch 0: |          | 10514/? [1:12:55<00:00,  2.40it/s]\nEpoch 0: |          | 10514/? [1:12:55<00:00,  2.40it/s]\nEpoch 0: |          | 10515/? [1:12:56<00:00,  2.40it/s]\nEpoch 0: |          | 10515/? [1:12:56<00:00,  2.40it/s]\nEpoch 0: |          | 10516/? [1:12:56<00:00,  2.40it/s]\nEpoch 0: |          | 10516/? [1:12:56<00:00,  2.40it/s]\nEpoch 0: |          | 10517/? [1:12:56<00:00,  2.40it/s]\nEpoch 0: |          | 10517/? [1:12:56<00:00,  2.40it/s]\nEpoch 0: |          | 10518/? [1:12:57<00:00,  2.40it/s]\nEpoch 0: |          | 10518/? [1:12:57<00:00,  2.40it/s]\nEpoch 0: |          | 10519/? [1:12:57<00:00,  2.40it/s]\nEpoch 0: |          | 10519/? [1:12:57<00:00,  2.40it/s]\nEpoch 0: |          | 10520/? [1:12:58<00:00,  2.40it/s]\nEpoch 0: |          | 10520/? [1:12:58<00:00,  2.40it/s]\nEpoch 0: |          | 10521/? [1:12:58<00:00,  2.40it/s]\nEpoch 0: |          | 10521/? [1:12:58<00:00,  2.40it/s]\nEpoch 0: |          | 10522/? [1:12:58<00:00,  2.40it/s]\nEpoch 0: |          | 10522/? [1:12:58<00:00,  2.40it/s]\nEpoch 0: |          | 10523/? [1:12:59<00:00,  2.40it/s]\nEpoch 0: |          | 10523/? [1:12:59<00:00,  2.40it/s]\nEpoch 0: |          | 10524/? [1:12:59<00:00,  2.40it/s]\nEpoch 0: |          | 10524/? [1:12:59<00:00,  2.40it/s]\nEpoch 0: |          | 10525/? [1:13:00<00:00,  2.40it/s]\nEpoch 0: |          | 10525/? [1:13:00<00:00,  2.40it/s]\nEpoch 0: |          | 10526/? [1:13:00<00:00,  2.40it/s]\nEpoch 0: |          | 10526/? [1:13:00<00:00,  2.40it/s]\nEpoch 0: |          | 10527/? [1:13:00<00:00,  2.40it/s]\nEpoch 0: |          | 10527/? [1:13:00<00:00,  2.40it/s]\nEpoch 0: |          | 10528/? [1:13:01<00:00,  2.40it/s]\nEpoch 0: |          | 10528/? [1:13:01<00:00,  2.40it/s]\nEpoch 0: |          | 10529/? [1:13:01<00:00,  2.40it/s]\nEpoch 0: |          | 10529/? [1:13:01<00:00,  2.40it/s]\nEpoch 0: |          | 10530/? [1:13:02<00:00,  2.40it/s]\nEpoch 0: |          | 10530/? [1:13:02<00:00,  2.40it/s]\nEpoch 0: |          | 10531/? [1:13:02<00:00,  2.40it/s]\nEpoch 0: |          | 10531/? [1:13:02<00:00,  2.40it/s]\nEpoch 0: |          | 10532/? [1:13:02<00:00,  2.40it/s]\nEpoch 0: |          | 10532/? [1:13:02<00:00,  2.40it/s]\nEpoch 0: |          | 10533/? [1:13:03<00:00,  2.40it/s]\nEpoch 0: |          | 10533/? [1:13:03<00:00,  2.40it/s]\nEpoch 0: |          | 10534/? [1:13:03<00:00,  2.40it/s]\nEpoch 0: |          | 10534/? [1:13:03<00:00,  2.40it/s]\nEpoch 0: |          | 10535/? [1:13:04<00:00,  2.40it/s]\nEpoch 0: |          | 10535/? [1:13:04<00:00,  2.40it/s]\nEpoch 0: |          | 10536/? [1:13:04<00:00,  2.40it/s]\nEpoch 0: |          | 10536/? [1:13:04<00:00,  2.40it/s]\nEpoch 0: |          | 10537/? [1:13:04<00:00,  2.40it/s]\nEpoch 0: |          | 10537/? [1:13:04<00:00,  2.40it/s]\nEpoch 0: |          | 10538/? [1:13:05<00:00,  2.40it/s]\nEpoch 0: |          | 10538/? [1:13:05<00:00,  2.40it/s]\nEpoch 0: |          | 10539/? [1:13:05<00:00,  2.40it/s]\nEpoch 0: |          | 10539/? [1:13:05<00:00,  2.40it/s]\nEpoch 0: |          | 10540/? [1:13:06<00:00,  2.40it/s]\nEpoch 0: |          | 10540/? [1:13:06<00:00,  2.40it/s]\nEpoch 0: |          | 10541/? [1:13:06<00:00,  2.40it/s]\nEpoch 0: |          | 10541/? [1:13:06<00:00,  2.40it/s]\nEpoch 0: |          | 10542/? [1:13:07<00:00,  2.40it/s]\nEpoch 0: |          | 10542/? [1:13:07<00:00,  2.40it/s]\nEpoch 0: |          | 10543/? [1:13:07<00:00,  2.40it/s]\nEpoch 0: |          | 10543/? [1:13:07<00:00,  2.40it/s]\nEpoch 0: |          | 10544/? [1:13:07<00:00,  2.40it/s]\nEpoch 0: |          | 10544/? [1:13:07<00:00,  2.40it/s]\nEpoch 0: |          | 10545/? [1:13:08<00:00,  2.40it/s]\nEpoch 0: |          | 10545/? [1:13:08<00:00,  2.40it/s]\nEpoch 0: |          | 10546/? [1:13:08<00:00,  2.40it/s]\nEpoch 0: |          | 10546/? [1:13:08<00:00,  2.40it/s]\nEpoch 0: |          | 10547/? [1:13:09<00:00,  2.40it/s]\nEpoch 0: |          | 10547/? [1:13:09<00:00,  2.40it/s]\nEpoch 0: |          | 10548/? [1:13:09<00:00,  2.40it/s]\nEpoch 0: |          | 10548/? [1:13:09<00:00,  2.40it/s]\nEpoch 0: |          | 10549/? [1:13:10<00:00,  2.40it/s]\nEpoch 0: |          | 10549/? [1:13:10<00:00,  2.40it/s]\nEpoch 0: |          | 10550/? [1:13:10<00:00,  2.40it/s]\nEpoch 0: |          | 10550/? [1:13:10<00:00,  2.40it/s]\nEpoch 0: |          | 10551/? [1:13:10<00:00,  2.40it/s]\nEpoch 0: |          | 10551/? [1:13:10<00:00,  2.40it/s]\nEpoch 0: |          | 10552/? [1:13:11<00:00,  2.40it/s]\nEpoch 0: |          | 10552/? [1:13:11<00:00,  2.40it/s]\nEpoch 0: |          | 10553/? [1:13:11<00:00,  2.40it/s]\nEpoch 0: |          | 10553/? [1:13:11<00:00,  2.40it/s]\nEpoch 0: |          | 10554/? [1:13:12<00:00,  2.40it/s]\nEpoch 0: |          | 10554/? [1:13:12<00:00,  2.40it/s]\nEpoch 0: |          | 10555/? [1:13:12<00:00,  2.40it/s]\nEpoch 0: |          | 10555/? [1:13:12<00:00,  2.40it/s]\nEpoch 0: |          | 10556/? [1:13:12<00:00,  2.40it/s]\nEpoch 0: |          | 10556/? [1:13:12<00:00,  2.40it/s]\nEpoch 0: |          | 10557/? [1:13:13<00:00,  2.40it/s]\nEpoch 0: |          | 10557/? [1:13:13<00:00,  2.40it/s]\nEpoch 0: |          | 10558/? [1:13:13<00:00,  2.40it/s]\nEpoch 0: |          | 10558/? [1:13:13<00:00,  2.40it/s]\nEpoch 0: |          | 10559/? [1:13:14<00:00,  2.40it/s]\nEpoch 0: |          | 10559/? [1:13:14<00:00,  2.40it/s]\nEpoch 0: |          | 10560/? [1:13:14<00:00,  2.40it/s]\nEpoch 0: |          | 10560/? [1:13:14<00:00,  2.40it/s]\nEpoch 0: |          | 10561/? [1:13:14<00:00,  2.40it/s]\nEpoch 0: |          | 10561/? [1:13:14<00:00,  2.40it/s]\nEpoch 0: |          | 10562/? [1:13:15<00:00,  2.40it/s]\nEpoch 0: |          | 10562/? [1:13:15<00:00,  2.40it/s]\nEpoch 0: |          | 10563/? [1:13:15<00:00,  2.40it/s]\nEpoch 0: |          | 10563/? [1:13:15<00:00,  2.40it/s]\nEpoch 0: |          | 10564/? [1:13:16<00:00,  2.40it/s]\nEpoch 0: |          | 10564/? [1:13:16<00:00,  2.40it/s]\nEpoch 0: |          | 10565/? [1:13:16<00:00,  2.40it/s]\nEpoch 0: |          | 10565/? [1:13:16<00:00,  2.40it/s]\nEpoch 0: |          | 10566/? [1:13:17<00:00,  2.40it/s]\nEpoch 0: |          | 10566/? [1:13:17<00:00,  2.40it/s]\nEpoch 0: |          | 10567/? [1:13:17<00:00,  2.40it/s]\nEpoch 0: |          | 10567/? [1:13:17<00:00,  2.40it/s]\nEpoch 0: |          | 10568/? [1:13:17<00:00,  2.40it/s]\nEpoch 0: |          | 10568/? [1:13:17<00:00,  2.40it/s]\nEpoch 0: |          | 10569/? [1:13:18<00:00,  2.40it/s]\nEpoch 0: |          | 10569/? [1:13:18<00:00,  2.40it/s]\nEpoch 0: |          | 10570/? [1:13:18<00:00,  2.40it/s]\nEpoch 0: |          | 10570/? [1:13:18<00:00,  2.40it/s]\nEpoch 0: |          | 10571/? [1:13:19<00:00,  2.40it/s]\nEpoch 0: |          | 10571/? [1:13:19<00:00,  2.40it/s]\nEpoch 0: |          | 10572/? [1:13:19<00:00,  2.40it/s]\nEpoch 0: |          | 10572/? [1:13:19<00:00,  2.40it/s]\nEpoch 0: |          | 10573/? [1:13:20<00:00,  2.40it/s]\nEpoch 0: |          | 10573/? [1:13:20<00:00,  2.40it/s]\nEpoch 0: |          | 10574/? [1:13:20<00:00,  2.40it/s]\nEpoch 0: |          | 10574/? [1:13:20<00:00,  2.40it/s]\nEpoch 0: |          | 10575/? [1:13:20<00:00,  2.40it/s]\nEpoch 0: |          | 10575/? [1:13:20<00:00,  2.40it/s]\nEpoch 0: |          | 10576/? [1:13:21<00:00,  2.40it/s]\nEpoch 0: |          | 10576/? [1:13:21<00:00,  2.40it/s]\nEpoch 0: |          | 10577/? [1:13:21<00:00,  2.40it/s]\nEpoch 0: |          | 10577/? [1:13:21<00:00,  2.40it/s]\nEpoch 0: |          | 10578/? [1:13:22<00:00,  2.40it/s]\nEpoch 0: |          | 10578/? [1:13:22<00:00,  2.40it/s]\nEpoch 0: |          | 10579/? [1:13:22<00:00,  2.40it/s]\nEpoch 0: |          | 10579/? [1:13:22<00:00,  2.40it/s]\nEpoch 0: |          | 10580/? [1:13:22<00:00,  2.40it/s]\nEpoch 0: |          | 10580/? [1:13:22<00:00,  2.40it/s]\nEpoch 0: |          | 10581/? [1:13:23<00:00,  2.40it/s]\nEpoch 0: |          | 10581/? [1:13:23<00:00,  2.40it/s]\nEpoch 0: |          | 10582/? [1:13:23<00:00,  2.40it/s]\nEpoch 0: |          | 10582/? [1:13:23<00:00,  2.40it/s]\nEpoch 0: |          | 10583/? [1:13:24<00:00,  2.40it/s]\nEpoch 0: |          | 10583/? [1:13:24<00:00,  2.40it/s]\nEpoch 0: |          | 10584/? [1:13:24<00:00,  2.40it/s]\nEpoch 0: |          | 10584/? [1:13:24<00:00,  2.40it/s]\nEpoch 0: |          | 10585/? [1:13:24<00:00,  2.40it/s]\nEpoch 0: |          | 10585/? [1:13:24<00:00,  2.40it/s]\nEpoch 0: |          | 10586/? [1:13:25<00:00,  2.40it/s]\nEpoch 0: |          | 10586/? [1:13:25<00:00,  2.40it/s]\nEpoch 0: |          | 10587/? [1:13:25<00:00,  2.40it/s]\nEpoch 0: |          | 10587/? [1:13:25<00:00,  2.40it/s]\nEpoch 0: |          | 10588/? [1:13:26<00:00,  2.40it/s]\nEpoch 0: |          | 10588/? [1:13:26<00:00,  2.40it/s]\nEpoch 0: |          | 10589/? [1:13:26<00:00,  2.40it/s]\nEpoch 0: |          | 10589/? [1:13:26<00:00,  2.40it/s]\nEpoch 0: |          | 10590/? [1:13:26<00:00,  2.40it/s]\nEpoch 0: |          | 10590/? [1:13:26<00:00,  2.40it/s]\nEpoch 0: |          | 10591/? [1:13:27<00:00,  2.40it/s]\nEpoch 0: |          | 10591/? [1:13:27<00:00,  2.40it/s]\nEpoch 0: |          | 10592/? [1:13:27<00:00,  2.40it/s]\nEpoch 0: |          | 10592/? [1:13:27<00:00,  2.40it/s]\nEpoch 0: |          | 10593/? [1:13:28<00:00,  2.40it/s]\nEpoch 0: |          | 10593/? [1:13:28<00:00,  2.40it/s]\nEpoch 0: |          | 10594/? [1:13:28<00:00,  2.40it/s]\nEpoch 0: |          | 10594/? [1:13:28<00:00,  2.40it/s]\nEpoch 0: |          | 10595/? [1:13:29<00:00,  2.40it/s]\nEpoch 0: |          | 10595/? [1:13:29<00:00,  2.40it/s]\nEpoch 0: |          | 10596/? [1:13:29<00:00,  2.40it/s]\nEpoch 0: |          | 10596/? [1:13:29<00:00,  2.40it/s]\nEpoch 0: |          | 10597/? [1:13:29<00:00,  2.40it/s]\nEpoch 0: |          | 10597/? [1:13:29<00:00,  2.40it/s]\nEpoch 0: |          | 10598/? [1:13:30<00:00,  2.40it/s]\nEpoch 0: |          | 10598/? [1:13:30<00:00,  2.40it/s]\nEpoch 0: |          | 10599/? [1:13:30<00:00,  2.40it/s]\nEpoch 0: |          | 10599/? [1:13:30<00:00,  2.40it/s]\nEpoch 0: |          | 10600/? [1:13:31<00:00,  2.40it/s]\nEpoch 0: |          | 10600/? [1:13:31<00:00,  2.40it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.68it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.49it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.21it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.14it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 10600/? [1:13:31<00:00,  2.40it/s]\nEpoch 0: |          | 10601/? [1:13:31<00:00,  2.40it/s]\nEpoch 0: |          | 10601/? [1:13:31<00:00,  2.40it/s]\nEpoch 0: |          | 10602/? [1:13:32<00:00,  2.40it/s]\nEpoch 0: |          | 10602/? [1:13:32<00:00,  2.40it/s]\nEpoch 0: |          | 10603/? [1:13:32<00:00,  2.40it/s]\nEpoch 0: |          | 10603/? [1:13:32<00:00,  2.40it/s]\nEpoch 0: |          | 10604/? [1:13:33<00:00,  2.40it/s]\nEpoch 0: |          | 10604/? [1:13:33<00:00,  2.40it/s]\nEpoch 0: |          | 10605/? [1:13:33<00:00,  2.40it/s]\nEpoch 0: |          | 10605/? [1:13:33<00:00,  2.40it/s]\nEpoch 0: |          | 10606/? [1:13:33<00:00,  2.40it/s]\nEpoch 0: |          | 10606/? [1:13:33<00:00,  2.40it/s]\nEpoch 0: |          | 10607/? [1:13:34<00:00,  2.40it/s]\nEpoch 0: |          | 10607/? [1:13:34<00:00,  2.40it/s]\nEpoch 0: |          | 10608/? [1:13:34<00:00,  2.40it/s]\nEpoch 0: |          | 10608/? [1:13:34<00:00,  2.40it/s]\nEpoch 0: |          | 10609/? [1:13:35<00:00,  2.40it/s]\nEpoch 0: |          | 10609/? [1:13:35<00:00,  2.40it/s]\nEpoch 0: |          | 10610/? [1:13:35<00:00,  2.40it/s]\nEpoch 0: |          | 10610/? [1:13:35<00:00,  2.40it/s]\nEpoch 0: |          | 10611/? [1:13:36<00:00,  2.40it/s]\nEpoch 0: |          | 10611/? [1:13:36<00:00,  2.40it/s]\nEpoch 0: |          | 10612/? [1:13:36<00:00,  2.40it/s]\nEpoch 0: |          | 10612/? [1:13:36<00:00,  2.40it/s]\nEpoch 0: |          | 10613/? [1:13:36<00:00,  2.40it/s]\nEpoch 0: |          | 10613/? [1:13:36<00:00,  2.40it/s]\nEpoch 0: |          | 10614/? [1:13:37<00:00,  2.40it/s]\nEpoch 0: |          | 10614/? [1:13:37<00:00,  2.40it/s]\nEpoch 0: |          | 10615/? [1:13:37<00:00,  2.40it/s]\nEpoch 0: |          | 10615/? [1:13:37<00:00,  2.40it/s]\nEpoch 0: |          | 10616/? [1:13:38<00:00,  2.40it/s]\nEpoch 0: |          | 10616/? [1:13:38<00:00,  2.40it/s]\nEpoch 0: |          | 10617/? [1:13:38<00:00,  2.40it/s]\nEpoch 0: |          | 10617/? [1:13:38<00:00,  2.40it/s]\nEpoch 0: |          | 10618/? [1:13:38<00:00,  2.40it/s]\nEpoch 0: |          | 10618/? [1:13:38<00:00,  2.40it/s]\nEpoch 0: |          | 10619/? [1:13:39<00:00,  2.40it/s]\nEpoch 0: |          | 10619/? [1:13:39<00:00,  2.40it/s]\nEpoch 0: |          | 10620/? [1:13:39<00:00,  2.40it/s]\nEpoch 0: |          | 10620/? [1:13:39<00:00,  2.40it/s]\nEpoch 0: |          | 10621/? [1:13:40<00:00,  2.40it/s]\nEpoch 0: |          | 10621/? [1:13:40<00:00,  2.40it/s]\nEpoch 0: |          | 10622/? [1:13:40<00:00,  2.40it/s]\nEpoch 0: |          | 10622/? [1:13:40<00:00,  2.40it/s]\nEpoch 0: |          | 10623/? [1:13:41<00:00,  2.40it/s]\nEpoch 0: |          | 10623/? [1:13:41<00:00,  2.40it/s]\nEpoch 0: |          | 10624/? [1:13:41<00:00,  2.40it/s]\nEpoch 0: |          | 10624/? [1:13:41<00:00,  2.40it/s]\nEpoch 0: |          | 10625/? [1:13:41<00:00,  2.40it/s]\nEpoch 0: |          | 10625/? [1:13:41<00:00,  2.40it/s]\nEpoch 0: |          | 10626/? [1:13:42<00:00,  2.40it/s]\nEpoch 0: |          | 10626/? [1:13:42<00:00,  2.40it/s]\nEpoch 0: |          | 10627/? [1:13:42<00:00,  2.40it/s]\nEpoch 0: |          | 10627/? [1:13:42<00:00,  2.40it/s]\nEpoch 0: |          | 10628/? [1:13:43<00:00,  2.40it/s]\nEpoch 0: |          | 10628/? [1:13:43<00:00,  2.40it/s]\nEpoch 0: |          | 10629/? [1:13:43<00:00,  2.40it/s]\nEpoch 0: |          | 10629/? [1:13:43<00:00,  2.40it/s]\nEpoch 0: |          | 10630/? [1:13:43<00:00,  2.40it/s]\nEpoch 0: |          | 10630/? [1:13:43<00:00,  2.40it/s]\nEpoch 0: |          | 10631/? [1:13:44<00:00,  2.40it/s]\nEpoch 0: |          | 10631/? [1:13:44<00:00,  2.40it/s]\nEpoch 0: |          | 10632/? [1:13:44<00:00,  2.40it/s]\nEpoch 0: |          | 10632/? [1:13:44<00:00,  2.40it/s]\nEpoch 0: |          | 10633/? [1:13:45<00:00,  2.40it/s]\nEpoch 0: |          | 10633/? [1:13:45<00:00,  2.40it/s]\nEpoch 0: |          | 10634/? [1:13:45<00:00,  2.40it/s]\nEpoch 0: |          | 10634/? [1:13:45<00:00,  2.40it/s]\nEpoch 0: |          | 10635/? [1:13:45<00:00,  2.40it/s]\nEpoch 0: |          | 10635/? [1:13:45<00:00,  2.40it/s]\nEpoch 0: |          | 10636/? [1:13:46<00:00,  2.40it/s]\nEpoch 0: |          | 10636/? [1:13:46<00:00,  2.40it/s]\nEpoch 0: |          | 10637/? [1:13:46<00:00,  2.40it/s]\nEpoch 0: |          | 10637/? [1:13:46<00:00,  2.40it/s]\nEpoch 0: |          | 10638/? [1:13:47<00:00,  2.40it/s]\nEpoch 0: |          | 10638/? [1:13:47<00:00,  2.40it/s]\nEpoch 0: |          | 10639/? [1:13:47<00:00,  2.40it/s]\nEpoch 0: |          | 10639/? [1:13:47<00:00,  2.40it/s]\nEpoch 0: |          | 10640/? [1:13:47<00:00,  2.40it/s]\nEpoch 0: |          | 10640/? [1:13:47<00:00,  2.40it/s]\nEpoch 0: |          | 10641/? [1:13:48<00:00,  2.40it/s]\nEpoch 0: |          | 10641/? [1:13:48<00:00,  2.40it/s]\nEpoch 0: |          | 10642/? [1:13:48<00:00,  2.40it/s]\nEpoch 0: |          | 10642/? [1:13:48<00:00,  2.40it/s]\nEpoch 0: |          | 10643/? [1:13:49<00:00,  2.40it/s]\nEpoch 0: |          | 10643/? [1:13:49<00:00,  2.40it/s]\nEpoch 0: |          | 10644/? [1:13:49<00:00,  2.40it/s]\nEpoch 0: |          | 10644/? [1:13:49<00:00,  2.40it/s]\nEpoch 0: |          | 10645/? [1:13:49<00:00,  2.40it/s]\nEpoch 0: |          | 10645/? [1:13:49<00:00,  2.40it/s]\nEpoch 0: |          | 10646/? [1:13:50<00:00,  2.40it/s]\nEpoch 0: |          | 10646/? [1:13:50<00:00,  2.40it/s]\nEpoch 0: |          | 10647/? [1:13:50<00:00,  2.40it/s]\nEpoch 0: |          | 10647/? [1:13:50<00:00,  2.40it/s]\nEpoch 0: |          | 10648/? [1:13:51<00:00,  2.40it/s]\nEpoch 0: |          | 10648/? [1:13:51<00:00,  2.40it/s]\nEpoch 0: |          | 10649/? [1:13:51<00:00,  2.40it/s]\nEpoch 0: |          | 10649/? [1:13:51<00:00,  2.40it/s]\nEpoch 0: |          | 10650/? [1:13:52<00:00,  2.40it/s]\nEpoch 0: |          | 10650/? [1:13:52<00:00,  2.40it/s]\nEpoch 0: |          | 10651/? [1:13:52<00:00,  2.40it/s]\nEpoch 0: |          | 10651/? [1:13:52<00:00,  2.40it/s]\nEpoch 0: |          | 10652/? [1:13:52<00:00,  2.40it/s]\nEpoch 0: |          | 10652/? [1:13:52<00:00,  2.40it/s]\nEpoch 0: |          | 10653/? [1:13:53<00:00,  2.40it/s]\nEpoch 0: |          | 10653/? [1:13:53<00:00,  2.40it/s]\nEpoch 0: |          | 10654/? [1:13:53<00:00,  2.40it/s]\nEpoch 0: |          | 10654/? [1:13:53<00:00,  2.40it/s]\nEpoch 0: |          | 10655/? [1:13:54<00:00,  2.40it/s]\nEpoch 0: |          | 10655/? [1:13:54<00:00,  2.40it/s]\nEpoch 0: |          | 10656/? [1:13:54<00:00,  2.40it/s]\nEpoch 0: |          | 10656/? [1:13:54<00:00,  2.40it/s]\nEpoch 0: |          | 10657/? [1:13:54<00:00,  2.40it/s]\nEpoch 0: |          | 10657/? [1:13:54<00:00,  2.40it/s]\nEpoch 0: |          | 10658/? [1:13:55<00:00,  2.40it/s]\nEpoch 0: |          | 10658/? [1:13:55<00:00,  2.40it/s]\nEpoch 0: |          | 10659/? [1:13:55<00:00,  2.40it/s]\nEpoch 0: |          | 10659/? [1:13:55<00:00,  2.40it/s]\nEpoch 0: |          | 10660/? [1:13:56<00:00,  2.40it/s]\nEpoch 0: |          | 10660/? [1:13:56<00:00,  2.40it/s]\nEpoch 0: |          | 10661/? [1:13:56<00:00,  2.40it/s]\nEpoch 0: |          | 10661/? [1:13:56<00:00,  2.40it/s]\nEpoch 0: |          | 10662/? [1:13:56<00:00,  2.40it/s]\nEpoch 0: |          | 10662/? [1:13:56<00:00,  2.40it/s]\nEpoch 0: |          | 10663/? [1:13:57<00:00,  2.40it/s]\nEpoch 0: |          | 10663/? [1:13:57<00:00,  2.40it/s]\nEpoch 0: |          | 10664/? [1:13:57<00:00,  2.40it/s]\nEpoch 0: |          | 10664/? [1:13:57<00:00,  2.40it/s]\nEpoch 0: |          | 10665/? [1:13:58<00:00,  2.40it/s]\nEpoch 0: |          | 10665/? [1:13:58<00:00,  2.40it/s]\nEpoch 0: |          | 10666/? [1:13:58<00:00,  2.40it/s]\nEpoch 0: |          | 10666/? [1:13:58<00:00,  2.40it/s]\nEpoch 0: |          | 10667/? [1:13:58<00:00,  2.40it/s]\nEpoch 0: |          | 10667/? [1:13:58<00:00,  2.40it/s]\nEpoch 0: |          | 10668/? [1:13:59<00:00,  2.40it/s]\nEpoch 0: |          | 10668/? [1:13:59<00:00,  2.40it/s]\nEpoch 0: |          | 10669/? [1:13:59<00:00,  2.40it/s]\nEpoch 0: |          | 10669/? [1:13:59<00:00,  2.40it/s]\nEpoch 0: |          | 10670/? [1:14:00<00:00,  2.40it/s]\nEpoch 0: |          | 10670/? [1:14:00<00:00,  2.40it/s]\nEpoch 0: |          | 10671/? [1:14:00<00:00,  2.40it/s]\nEpoch 0: |          | 10671/? [1:14:00<00:00,  2.40it/s]\nEpoch 0: |          | 10672/? [1:14:01<00:00,  2.40it/s]\nEpoch 0: |          | 10672/? [1:14:01<00:00,  2.40it/s]\nEpoch 0: |          | 10673/? [1:14:01<00:00,  2.40it/s]\nEpoch 0: |          | 10673/? [1:14:01<00:00,  2.40it/s]\nEpoch 0: |          | 10674/? [1:14:01<00:00,  2.40it/s]\nEpoch 0: |          | 10674/? [1:14:01<00:00,  2.40it/s]\nEpoch 0: |          | 10675/? [1:14:02<00:00,  2.40it/s]\nEpoch 0: |          | 10675/? [1:14:02<00:00,  2.40it/s]\nEpoch 0: |          | 10676/? [1:14:02<00:00,  2.40it/s]\nEpoch 0: |          | 10676/? [1:14:02<00:00,  2.40it/s]\nEpoch 0: |          | 10677/? [1:14:03<00:00,  2.40it/s]\nEpoch 0: |          | 10677/? [1:14:03<00:00,  2.40it/s]\nEpoch 0: |          | 10678/? [1:14:03<00:00,  2.40it/s]\nEpoch 0: |          | 10678/? [1:14:03<00:00,  2.40it/s]\nEpoch 0: |          | 10679/? [1:14:03<00:00,  2.40it/s]\nEpoch 0: |          | 10679/? [1:14:03<00:00,  2.40it/s]\nEpoch 0: |          | 10680/? [1:14:04<00:00,  2.40it/s]\nEpoch 0: |          | 10680/? [1:14:04<00:00,  2.40it/s]\nEpoch 0: |          | 10681/? [1:14:04<00:00,  2.40it/s]\nEpoch 0: |          | 10681/? [1:14:04<00:00,  2.40it/s]\nEpoch 0: |          | 10682/? [1:14:05<00:00,  2.40it/s]\nEpoch 0: |          | 10682/? [1:14:05<00:00,  2.40it/s]\nEpoch 0: |          | 10683/? [1:14:05<00:00,  2.40it/s]\nEpoch 0: |          | 10683/? [1:14:05<00:00,  2.40it/s]\nEpoch 0: |          | 10684/? [1:14:05<00:00,  2.40it/s]\nEpoch 0: |          | 10684/? [1:14:05<00:00,  2.40it/s]\nEpoch 0: |          | 10685/? [1:14:06<00:00,  2.40it/s]\nEpoch 0: |          | 10685/? [1:14:06<00:00,  2.40it/s]\nEpoch 0: |          | 10686/? [1:14:06<00:00,  2.40it/s]\nEpoch 0: |          | 10686/? [1:14:06<00:00,  2.40it/s]\nEpoch 0: |          | 10687/? [1:14:07<00:00,  2.40it/s]\nEpoch 0: |          | 10687/? [1:14:07<00:00,  2.40it/s]\nEpoch 0: |          | 10688/? [1:14:07<00:00,  2.40it/s]\nEpoch 0: |          | 10688/? [1:14:07<00:00,  2.40it/s]\nEpoch 0: |          | 10689/? [1:14:07<00:00,  2.40it/s]\nEpoch 0: |          | 10689/? [1:14:07<00:00,  2.40it/s]\nEpoch 0: |          | 10690/? [1:14:08<00:00,  2.40it/s]\nEpoch 0: |          | 10690/? [1:14:08<00:00,  2.40it/s]\nEpoch 0: |          | 10691/? [1:14:08<00:00,  2.40it/s]\nEpoch 0: |          | 10691/? [1:14:08<00:00,  2.40it/s]\nEpoch 0: |          | 10692/? [1:14:09<00:00,  2.40it/s]\nEpoch 0: |          | 10692/? [1:14:09<00:00,  2.40it/s]\nEpoch 0: |          | 10693/? [1:14:09<00:00,  2.40it/s]\nEpoch 0: |          | 10693/? [1:14:09<00:00,  2.40it/s]\nEpoch 0: |          | 10694/? [1:14:10<00:00,  2.40it/s]\nEpoch 0: |          | 10694/? [1:14:10<00:00,  2.40it/s]\nEpoch 0: |          | 10695/? [1:14:10<00:00,  2.40it/s]\nEpoch 0: |          | 10695/? [1:14:10<00:00,  2.40it/s]\nEpoch 0: |          | 10696/? [1:14:10<00:00,  2.40it/s]\nEpoch 0: |          | 10696/? [1:14:10<00:00,  2.40it/s]\nEpoch 0: |          | 10697/? [1:14:11<00:00,  2.40it/s]\nEpoch 0: |          | 10697/? [1:14:11<00:00,  2.40it/s]\nEpoch 0: |          | 10698/? [1:14:11<00:00,  2.40it/s]\nEpoch 0: |          | 10698/? [1:14:11<00:00,  2.40it/s]\nEpoch 0: |          | 10699/? [1:14:12<00:00,  2.40it/s]\nEpoch 0: |          | 10699/? [1:14:12<00:00,  2.40it/s]\nEpoch 0: |          | 10700/? [1:14:12<00:00,  2.40it/s]\nEpoch 0: |          | 10700/? [1:14:12<00:00,  2.40it/s]\nEpoch 0: |          | 10701/? [1:14:12<00:00,  2.40it/s]\nEpoch 0: |          | 10701/? [1:14:12<00:00,  2.40it/s]\nEpoch 0: |          | 10702/? [1:14:13<00:00,  2.40it/s]\nEpoch 0: |          | 10702/? [1:14:13<00:00,  2.40it/s]\nEpoch 0: |          | 10703/? [1:14:13<00:00,  2.40it/s]\nEpoch 0: |          | 10703/? [1:14:13<00:00,  2.40it/s]\nEpoch 0: |          | 10704/? [1:14:14<00:00,  2.40it/s]\nEpoch 0: |          | 10704/? [1:14:14<00:00,  2.40it/s]\nEpoch 0: |          | 10705/? [1:14:14<00:00,  2.40it/s]\nEpoch 0: |          | 10705/? [1:14:14<00:00,  2.40it/s]\nEpoch 0: |          | 10706/? [1:14:14<00:00,  2.40it/s]\nEpoch 0: |          | 10706/? [1:14:14<00:00,  2.40it/s]\nEpoch 0: |          | 10707/? [1:14:15<00:00,  2.40it/s]\nEpoch 0: |          | 10707/? [1:14:15<00:00,  2.40it/s]\nEpoch 0: |          | 10708/? [1:14:15<00:00,  2.40it/s]\nEpoch 0: |          | 10708/? [1:14:15<00:00,  2.40it/s]\nEpoch 0: |          | 10709/? [1:14:16<00:00,  2.40it/s]\nEpoch 0: |          | 10709/? [1:14:16<00:00,  2.40it/s]\nEpoch 0: |          | 10710/? [1:14:16<00:00,  2.40it/s]\nEpoch 0: |          | 10710/? [1:14:16<00:00,  2.40it/s]\nEpoch 0: |          | 10711/? [1:14:17<00:00,  2.40it/s]\nEpoch 0: |          | 10711/? [1:14:17<00:00,  2.40it/s]\nEpoch 0: |          | 10712/? [1:14:17<00:00,  2.40it/s]\nEpoch 0: |          | 10712/? [1:14:17<00:00,  2.40it/s]\nEpoch 0: |          | 10713/? [1:14:17<00:00,  2.40it/s]\nEpoch 0: |          | 10713/? [1:14:17<00:00,  2.40it/s]\nEpoch 0: |          | 10714/? [1:14:18<00:00,  2.40it/s]\nEpoch 0: |          | 10714/? [1:14:18<00:00,  2.40it/s]\nEpoch 0: |          | 10715/? [1:14:18<00:00,  2.40it/s]\nEpoch 0: |          | 10715/? [1:14:18<00:00,  2.40it/s]\nEpoch 0: |          | 10716/? [1:14:19<00:00,  2.40it/s]\nEpoch 0: |          | 10716/? [1:14:19<00:00,  2.40it/s]\nEpoch 0: |          | 10717/? [1:14:19<00:00,  2.40it/s]\nEpoch 0: |          | 10717/? [1:14:19<00:00,  2.40it/s]\nEpoch 0: |          | 10718/? [1:14:19<00:00,  2.40it/s]\nEpoch 0: |          | 10718/? [1:14:19<00:00,  2.40it/s]\nEpoch 0: |          | 10719/? [1:14:20<00:00,  2.40it/s]\nEpoch 0: |          | 10719/? [1:14:20<00:00,  2.40it/s]\nEpoch 0: |          | 10720/? [1:14:20<00:00,  2.40it/s]\nEpoch 0: |          | 10720/? [1:14:20<00:00,  2.40it/s]\nEpoch 0: |          | 10721/? [1:14:21<00:00,  2.40it/s]\nEpoch 0: |          | 10721/? [1:14:21<00:00,  2.40it/s]\nEpoch 0: |          | 10722/? [1:14:21<00:00,  2.40it/s]\nEpoch 0: |          | 10722/? [1:14:21<00:00,  2.40it/s]\nEpoch 0: |          | 10723/? [1:14:22<00:00,  2.40it/s]\nEpoch 0: |          | 10723/? [1:14:22<00:00,  2.40it/s]\nEpoch 0: |          | 10724/? [1:14:22<00:00,  2.40it/s]\nEpoch 0: |          | 10724/? [1:14:22<00:00,  2.40it/s]\nEpoch 0: |          | 10725/? [1:14:22<00:00,  2.40it/s]\nEpoch 0: |          | 10725/? [1:14:22<00:00,  2.40it/s]\nEpoch 0: |          | 10726/? [1:14:23<00:00,  2.40it/s]\nEpoch 0: |          | 10726/? [1:14:23<00:00,  2.40it/s]\nEpoch 0: |          | 10727/? [1:14:23<00:00,  2.40it/s]\nEpoch 0: |          | 10727/? [1:14:23<00:00,  2.40it/s]\nEpoch 0: |          | 10728/? [1:14:24<00:00,  2.40it/s]\nEpoch 0: |          | 10728/? [1:14:24<00:00,  2.40it/s]\nEpoch 0: |          | 10729/? [1:14:24<00:00,  2.40it/s]\nEpoch 0: |          | 10729/? [1:14:24<00:00,  2.40it/s]\nEpoch 0: |          | 10730/? [1:14:24<00:00,  2.40it/s]\nEpoch 0: |          | 10730/? [1:14:24<00:00,  2.40it/s]\nEpoch 0: |          | 10731/? [1:14:25<00:00,  2.40it/s]\nEpoch 0: |          | 10731/? [1:14:25<00:00,  2.40it/s]\nEpoch 0: |          | 10732/? [1:14:25<00:00,  2.40it/s]\nEpoch 0: |          | 10732/? [1:14:25<00:00,  2.40it/s]\nEpoch 0: |          | 10733/? [1:14:26<00:00,  2.40it/s]\nEpoch 0: |          | 10733/? [1:14:26<00:00,  2.40it/s]\nEpoch 0: |          | 10734/? [1:14:26<00:00,  2.40it/s]\nEpoch 0: |          | 10734/? [1:14:26<00:00,  2.40it/s]\nEpoch 0: |          | 10735/? [1:14:27<00:00,  2.40it/s]\nEpoch 0: |          | 10735/? [1:14:27<00:00,  2.40it/s]\nEpoch 0: |          | 10736/? [1:14:27<00:00,  2.40it/s]\nEpoch 0: |          | 10736/? [1:14:27<00:00,  2.40it/s]\nEpoch 0: |          | 10737/? [1:14:27<00:00,  2.40it/s]\nEpoch 0: |          | 10737/? [1:14:27<00:00,  2.40it/s]\nEpoch 0: |          | 10738/? [1:14:28<00:00,  2.40it/s]\nEpoch 0: |          | 10738/? [1:14:28<00:00,  2.40it/s]\nEpoch 0: |          | 10739/? [1:14:28<00:00,  2.40it/s]\nEpoch 0: |          | 10739/? [1:14:28<00:00,  2.40it/s]\nEpoch 0: |          | 10740/? [1:14:29<00:00,  2.40it/s]\nEpoch 0: |          | 10740/? [1:14:29<00:00,  2.40it/s]\nEpoch 0: |          | 10741/? [1:14:29<00:00,  2.40it/s]\nEpoch 0: |          | 10741/? [1:14:29<00:00,  2.40it/s]\nEpoch 0: |          | 10742/? [1:14:29<00:00,  2.40it/s]\nEpoch 0: |          | 10742/? [1:14:29<00:00,  2.40it/s]\nEpoch 0: |          | 10743/? [1:14:30<00:00,  2.40it/s]\nEpoch 0: |          | 10743/? [1:14:30<00:00,  2.40it/s]\nEpoch 0: |          | 10744/? [1:14:30<00:00,  2.40it/s]\nEpoch 0: |          | 10744/? [1:14:30<00:00,  2.40it/s]\nEpoch 0: |          | 10745/? [1:14:31<00:00,  2.40it/s]\nEpoch 0: |          | 10745/? [1:14:31<00:00,  2.40it/s]\nEpoch 0: |          | 10746/? [1:14:31<00:00,  2.40it/s]\nEpoch 0: |          | 10746/? [1:14:31<00:00,  2.40it/s]\nEpoch 0: |          | 10747/? [1:14:32<00:00,  2.40it/s]\nEpoch 0: |          | 10747/? [1:14:32<00:00,  2.40it/s]\nEpoch 0: |          | 10748/? [1:14:32<00:00,  2.40it/s]\nEpoch 0: |          | 10748/? [1:14:32<00:00,  2.40it/s]\nEpoch 0: |          | 10749/? [1:14:32<00:00,  2.40it/s]\nEpoch 0: |          | 10749/? [1:14:32<00:00,  2.40it/s]\nEpoch 0: |          | 10750/? [1:14:33<00:00,  2.40it/s]\nEpoch 0: |          | 10750/? [1:14:33<00:00,  2.40it/s]\nEpoch 0: |          | 10751/? [1:14:33<00:00,  2.40it/s]\nEpoch 0: |          | 10751/? [1:14:33<00:00,  2.40it/s]\nEpoch 0: |          | 10752/? [1:14:34<00:00,  2.40it/s]\nEpoch 0: |          | 10752/? [1:14:34<00:00,  2.40it/s]\nEpoch 0: |          | 10753/? [1:14:34<00:00,  2.40it/s]\nEpoch 0: |          | 10753/? [1:14:34<00:00,  2.40it/s]\nEpoch 0: |          | 10754/? [1:14:34<00:00,  2.40it/s]\nEpoch 0: |          | 10754/? [1:14:34<00:00,  2.40it/s]\nEpoch 0: |          | 10755/? [1:14:35<00:00,  2.40it/s]\nEpoch 0: |          | 10755/? [1:14:35<00:00,  2.40it/s]\nEpoch 0: |          | 10756/? [1:14:35<00:00,  2.40it/s]\nEpoch 0: |          | 10756/? [1:14:35<00:00,  2.40it/s]\nEpoch 0: |          | 10757/? [1:14:36<00:00,  2.40it/s]\nEpoch 0: |          | 10757/? [1:14:36<00:00,  2.40it/s]\nEpoch 0: |          | 10758/? [1:14:36<00:00,  2.40it/s]\nEpoch 0: |          | 10758/? [1:14:36<00:00,  2.40it/s]\nEpoch 0: |          | 10759/? [1:14:36<00:00,  2.40it/s]\nEpoch 0: |          | 10759/? [1:14:36<00:00,  2.40it/s]\nEpoch 0: |          | 10760/? [1:14:37<00:00,  2.40it/s]\nEpoch 0: |          | 10760/? [1:14:37<00:00,  2.40it/s]\nEpoch 0: |          | 10761/? [1:14:37<00:00,  2.40it/s]\nEpoch 0: |          | 10761/? [1:14:37<00:00,  2.40it/s]\nEpoch 0: |          | 10762/? [1:14:38<00:00,  2.40it/s]\nEpoch 0: |          | 10762/? [1:14:38<00:00,  2.40it/s]\nEpoch 0: |          | 10763/? [1:14:38<00:00,  2.40it/s]\nEpoch 0: |          | 10763/? [1:14:38<00:00,  2.40it/s]\nEpoch 0: |          | 10764/? [1:14:38<00:00,  2.40it/s]\nEpoch 0: |          | 10764/? [1:14:38<00:00,  2.40it/s]\nEpoch 0: |          | 10765/? [1:14:39<00:00,  2.40it/s]\nEpoch 0: |          | 10765/? [1:14:39<00:00,  2.40it/s]\nEpoch 0: |          | 10766/? [1:14:39<00:00,  2.40it/s]\nEpoch 0: |          | 10766/? [1:14:39<00:00,  2.40it/s]\nEpoch 0: |          | 10767/? [1:14:40<00:00,  2.40it/s]\nEpoch 0: |          | 10767/? [1:14:40<00:00,  2.40it/s]\nEpoch 0: |          | 10768/? [1:14:40<00:00,  2.40it/s]\nEpoch 0: |          | 10768/? [1:14:40<00:00,  2.40it/s]\nEpoch 0: |          | 10769/? [1:14:40<00:00,  2.40it/s]\nEpoch 0: |          | 10769/? [1:14:40<00:00,  2.40it/s]\nEpoch 0: |          | 10770/? [1:14:41<00:00,  2.40it/s]\nEpoch 0: |          | 10770/? [1:14:41<00:00,  2.40it/s]\nEpoch 0: |          | 10771/? [1:14:41<00:00,  2.40it/s]\nEpoch 0: |          | 10771/? [1:14:41<00:00,  2.40it/s]\nEpoch 0: |          | 10772/? [1:14:42<00:00,  2.40it/s]\nEpoch 0: |          | 10772/? [1:14:42<00:00,  2.40it/s]\nEpoch 0: |          | 10773/? [1:14:42<00:00,  2.40it/s]\nEpoch 0: |          | 10773/? [1:14:42<00:00,  2.40it/s]\nEpoch 0: |          | 10774/? [1:14:42<00:00,  2.40it/s]\nEpoch 0: |          | 10774/? [1:14:42<00:00,  2.40it/s]\nEpoch 0: |          | 10775/? [1:14:43<00:00,  2.40it/s]\nEpoch 0: |          | 10775/? [1:14:43<00:00,  2.40it/s]\nEpoch 0: |          | 10776/? [1:14:43<00:00,  2.40it/s]\nEpoch 0: |          | 10776/? [1:14:43<00:00,  2.40it/s]\nEpoch 0: |          | 10777/? [1:14:44<00:00,  2.40it/s]\nEpoch 0: |          | 10777/? [1:14:44<00:00,  2.40it/s]\nEpoch 0: |          | 10778/? [1:14:44<00:00,  2.40it/s]\nEpoch 0: |          | 10778/? [1:14:44<00:00,  2.40it/s]\nEpoch 0: |          | 10779/? [1:14:44<00:00,  2.40it/s]\nEpoch 0: |          | 10779/? [1:14:44<00:00,  2.40it/s]\nEpoch 0: |          | 10780/? [1:14:45<00:00,  2.40it/s]\nEpoch 0: |          | 10780/? [1:14:45<00:00,  2.40it/s]\nEpoch 0: |          | 10781/? [1:14:45<00:00,  2.40it/s]\nEpoch 0: |          | 10781/? [1:14:45<00:00,  2.40it/s]\nEpoch 0: |          | 10782/? [1:14:46<00:00,  2.40it/s]\nEpoch 0: |          | 10782/? [1:14:46<00:00,  2.40it/s]\nEpoch 0: |          | 10783/? [1:14:46<00:00,  2.40it/s]\nEpoch 0: |          | 10783/? [1:14:46<00:00,  2.40it/s]\nEpoch 0: |          | 10784/? [1:14:47<00:00,  2.40it/s]\nEpoch 0: |          | 10784/? [1:14:47<00:00,  2.40it/s]\nEpoch 0: |          | 10785/? [1:14:47<00:00,  2.40it/s]\nEpoch 0: |          | 10785/? [1:14:47<00:00,  2.40it/s]\nEpoch 0: |          | 10786/? [1:14:47<00:00,  2.40it/s]\nEpoch 0: |          | 10786/? [1:14:47<00:00,  2.40it/s]\nEpoch 0: |          | 10787/? [1:14:48<00:00,  2.40it/s]\nEpoch 0: |          | 10787/? [1:14:48<00:00,  2.40it/s]\nEpoch 0: |          | 10788/? [1:14:48<00:00,  2.40it/s]\nEpoch 0: |          | 10788/? [1:14:48<00:00,  2.40it/s]\nEpoch 0: |          | 10789/? [1:14:49<00:00,  2.40it/s]\nEpoch 0: |          | 10789/? [1:14:49<00:00,  2.40it/s]\nEpoch 0: |          | 10790/? [1:14:49<00:00,  2.40it/s]\nEpoch 0: |          | 10790/? [1:14:49<00:00,  2.40it/s]\nEpoch 0: |          | 10791/? [1:14:49<00:00,  2.40it/s]\nEpoch 0: |          | 10791/? [1:14:49<00:00,  2.40it/s]\nEpoch 0: |          | 10792/? [1:14:50<00:00,  2.40it/s]\nEpoch 0: |          | 10792/? [1:14:50<00:00,  2.40it/s]\nEpoch 0: |          | 10793/? [1:14:50<00:00,  2.40it/s]\nEpoch 0: |          | 10793/? [1:14:50<00:00,  2.40it/s]\nEpoch 0: |          | 10794/? [1:14:51<00:00,  2.40it/s]\nEpoch 0: |          | 10794/? [1:14:51<00:00,  2.40it/s]\nEpoch 0: |          | 10795/? [1:14:51<00:00,  2.40it/s]\nEpoch 0: |          | 10795/? [1:14:51<00:00,  2.40it/s]\nEpoch 0: |          | 10796/? [1:14:51<00:00,  2.40it/s]\nEpoch 0: |          | 10796/? [1:14:51<00:00,  2.40it/s]\nEpoch 0: |          | 10797/? [1:14:52<00:00,  2.40it/s]\nEpoch 0: |          | 10797/? [1:14:52<00:00,  2.40it/s]\nEpoch 0: |          | 10798/? [1:14:52<00:00,  2.40it/s]\nEpoch 0: |          | 10798/? [1:14:52<00:00,  2.40it/s]\nEpoch 0: |          | 10799/? [1:14:53<00:00,  2.40it/s]\nEpoch 0: |          | 10799/? [1:14:53<00:00,  2.40it/s]\nEpoch 0: |          | 10800/? [1:14:53<00:00,  2.40it/s]\nEpoch 0: |          | 10800/? [1:14:53<00:00,  2.40it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.83it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.71it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.92it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.89it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 10800/? [1:14:53<00:00,  2.40it/s]\nEpoch 0: |          | 10801/? [1:14:54<00:00,  2.40it/s]\nEpoch 0: |          | 10801/? [1:14:54<00:00,  2.40it/s]\nEpoch 0: |          | 10802/? [1:14:54<00:00,  2.40it/s]\nEpoch 0: |          | 10802/? [1:14:54<00:00,  2.40it/s]\nEpoch 0: |          | 10803/? [1:14:55<00:00,  2.40it/s]\nEpoch 0: |          | 10803/? [1:14:55<00:00,  2.40it/s]\nEpoch 0: |          | 10804/? [1:14:55<00:00,  2.40it/s]\nEpoch 0: |          | 10804/? [1:14:55<00:00,  2.40it/s]\nEpoch 0: |          | 10805/? [1:14:56<00:00,  2.40it/s]\nEpoch 0: |          | 10805/? [1:14:56<00:00,  2.40it/s]\nEpoch 0: |          | 10806/? [1:14:56<00:00,  2.40it/s]\nEpoch 0: |          | 10806/? [1:14:56<00:00,  2.40it/s]\nEpoch 0: |          | 10807/? [1:14:56<00:00,  2.40it/s]\nEpoch 0: |          | 10807/? [1:14:56<00:00,  2.40it/s]\nEpoch 0: |          | 10808/? [1:14:57<00:00,  2.40it/s]\nEpoch 0: |          | 10808/? [1:14:57<00:00,  2.40it/s]\nEpoch 0: |          | 10809/? [1:14:57<00:00,  2.40it/s]\nEpoch 0: |          | 10809/? [1:14:57<00:00,  2.40it/s]\nEpoch 0: |          | 10810/? [1:14:58<00:00,  2.40it/s]\nEpoch 0: |          | 10810/? [1:14:58<00:00,  2.40it/s]\nEpoch 0: |          | 10811/? [1:14:58<00:00,  2.40it/s]\nEpoch 0: |          | 10811/? [1:14:58<00:00,  2.40it/s]\nEpoch 0: |          | 10812/? [1:14:58<00:00,  2.40it/s]\nEpoch 0: |          | 10812/? [1:14:58<00:00,  2.40it/s]\nEpoch 0: |          | 10813/? [1:14:59<00:00,  2.40it/s]\nEpoch 0: |          | 10813/? [1:14:59<00:00,  2.40it/s]\nEpoch 0: |          | 10814/? [1:14:59<00:00,  2.40it/s]\nEpoch 0: |          | 10814/? [1:14:59<00:00,  2.40it/s]\nEpoch 0: |          | 10815/? [1:15:00<00:00,  2.40it/s]\nEpoch 0: |          | 10815/? [1:15:00<00:00,  2.40it/s]\nEpoch 0: |          | 10816/? [1:15:00<00:00,  2.40it/s]\nEpoch 0: |          | 10816/? [1:15:00<00:00,  2.40it/s]\nEpoch 0: |          | 10817/? [1:15:00<00:00,  2.40it/s]\nEpoch 0: |          | 10817/? [1:15:00<00:00,  2.40it/s]\nEpoch 0: |          | 10818/? [1:15:01<00:00,  2.40it/s]\nEpoch 0: |          | 10818/? [1:15:01<00:00,  2.40it/s]\nEpoch 0: |          | 10819/? [1:15:01<00:00,  2.40it/s]\nEpoch 0: |          | 10819/? [1:15:01<00:00,  2.40it/s]\nEpoch 0: |          | 10820/? [1:15:02<00:00,  2.40it/s]\nEpoch 0: |          | 10820/? [1:15:02<00:00,  2.40it/s]\nEpoch 0: |          | 10821/? [1:15:02<00:00,  2.40it/s]\nEpoch 0: |          | 10821/? [1:15:02<00:00,  2.40it/s]\nEpoch 0: |          | 10822/? [1:15:02<00:00,  2.40it/s]\nEpoch 0: |          | 10822/? [1:15:02<00:00,  2.40it/s]\nEpoch 0: |          | 10823/? [1:15:03<00:00,  2.40it/s]\nEpoch 0: |          | 10823/? [1:15:03<00:00,  2.40it/s]\nEpoch 0: |          | 10824/? [1:15:03<00:00,  2.40it/s]\nEpoch 0: |          | 10824/? [1:15:03<00:00,  2.40it/s]\nEpoch 0: |          | 10825/? [1:15:04<00:00,  2.40it/s]\nEpoch 0: |          | 10825/? [1:15:04<00:00,  2.40it/s]\nEpoch 0: |          | 10826/? [1:15:04<00:00,  2.40it/s]\nEpoch 0: |          | 10826/? [1:15:04<00:00,  2.40it/s]\nEpoch 0: |          | 10827/? [1:15:04<00:00,  2.40it/s]\nEpoch 0: |          | 10827/? [1:15:04<00:00,  2.40it/s]\nEpoch 0: |          | 10828/? [1:15:05<00:00,  2.40it/s]\nEpoch 0: |          | 10828/? [1:15:05<00:00,  2.40it/s]\nEpoch 0: |          | 10829/? [1:15:05<00:00,  2.40it/s]\nEpoch 0: |          | 10829/? [1:15:05<00:00,  2.40it/s]\nEpoch 0: |          | 10830/? [1:15:06<00:00,  2.40it/s]\nEpoch 0: |          | 10830/? [1:15:06<00:00,  2.40it/s]\nEpoch 0: |          | 10831/? [1:15:06<00:00,  2.40it/s]\nEpoch 0: |          | 10831/? [1:15:06<00:00,  2.40it/s]\nEpoch 0: |          | 10832/? [1:15:06<00:00,  2.40it/s]\nEpoch 0: |          | 10832/? [1:15:06<00:00,  2.40it/s]\nEpoch 0: |          | 10833/? [1:15:07<00:00,  2.40it/s]\nEpoch 0: |          | 10833/? [1:15:07<00:00,  2.40it/s]\nEpoch 0: |          | 10834/? [1:15:07<00:00,  2.40it/s]\nEpoch 0: |          | 10834/? [1:15:07<00:00,  2.40it/s]\nEpoch 0: |          | 10835/? [1:15:08<00:00,  2.40it/s]\nEpoch 0: |          | 10835/? [1:15:08<00:00,  2.40it/s]\nEpoch 0: |          | 10836/? [1:15:08<00:00,  2.40it/s]\nEpoch 0: |          | 10836/? [1:15:08<00:00,  2.40it/s]\nEpoch 0: |          | 10837/? [1:15:09<00:00,  2.40it/s]\nEpoch 0: |          | 10837/? [1:15:09<00:00,  2.40it/s]\nEpoch 0: |          | 10838/? [1:15:09<00:00,  2.40it/s]\nEpoch 0: |          | 10838/? [1:15:09<00:00,  2.40it/s]\nEpoch 0: |          | 10839/? [1:15:09<00:00,  2.40it/s]\nEpoch 0: |          | 10839/? [1:15:09<00:00,  2.40it/s]\nEpoch 0: |          | 10840/? [1:15:10<00:00,  2.40it/s]\nEpoch 0: |          | 10840/? [1:15:10<00:00,  2.40it/s]\nEpoch 0: |          | 10841/? [1:15:10<00:00,  2.40it/s]\nEpoch 0: |          | 10841/? [1:15:10<00:00,  2.40it/s]\nEpoch 0: |          | 10842/? [1:15:10<00:00,  2.40it/s]\nEpoch 0: |          | 10842/? [1:15:10<00:00,  2.40it/s]\nEpoch 0: |          | 10843/? [1:15:11<00:00,  2.40it/s]\nEpoch 0: |          | 10843/? [1:15:11<00:00,  2.40it/s]\nEpoch 0: |          | 10844/? [1:15:11<00:00,  2.40it/s]\nEpoch 0: |          | 10844/? [1:15:11<00:00,  2.40it/s]\nEpoch 0: |          | 10845/? [1:15:12<00:00,  2.40it/s]\nEpoch 0: |          | 10845/? [1:15:12<00:00,  2.40it/s]\nEpoch 0: |          | 10846/? [1:15:12<00:00,  2.40it/s]\nEpoch 0: |          | 10846/? [1:15:12<00:00,  2.40it/s]\nEpoch 0: |          | 10847/? [1:15:12<00:00,  2.40it/s]\nEpoch 0: |          | 10847/? [1:15:12<00:00,  2.40it/s]\nEpoch 0: |          | 10848/? [1:15:13<00:00,  2.40it/s]\nEpoch 0: |          | 10848/? [1:15:13<00:00,  2.40it/s]\nEpoch 0: |          | 10849/? [1:15:13<00:00,  2.40it/s]\nEpoch 0: |          | 10849/? [1:15:13<00:00,  2.40it/s]\nEpoch 0: |          | 10850/? [1:15:14<00:00,  2.40it/s]\nEpoch 0: |          | 10850/? [1:15:14<00:00,  2.40it/s]\nEpoch 0: |          | 10851/? [1:15:14<00:00,  2.40it/s]\nEpoch 0: |          | 10851/? [1:15:14<00:00,  2.40it/s]\nEpoch 0: |          | 10852/? [1:15:14<00:00,  2.40it/s]\nEpoch 0: |          | 10852/? [1:15:14<00:00,  2.40it/s]\nEpoch 0: |          | 10853/? [1:15:15<00:00,  2.40it/s]\nEpoch 0: |          | 10853/? [1:15:15<00:00,  2.40it/s]\nEpoch 0: |          | 10854/? [1:15:15<00:00,  2.40it/s]\nEpoch 0: |          | 10854/? [1:15:15<00:00,  2.40it/s]\nEpoch 0: |          | 10855/? [1:15:16<00:00,  2.40it/s]\nEpoch 0: |          | 10855/? [1:15:16<00:00,  2.40it/s]\nEpoch 0: |          | 10856/? [1:15:16<00:00,  2.40it/s]\nEpoch 0: |          | 10856/? [1:15:16<00:00,  2.40it/s]\nEpoch 0: |          | 10857/? [1:15:16<00:00,  2.40it/s]\nEpoch 0: |          | 10857/? [1:15:16<00:00,  2.40it/s]\nEpoch 0: |          | 10858/? [1:15:17<00:00,  2.40it/s]\nEpoch 0: |          | 10858/? [1:15:17<00:00,  2.40it/s]\nEpoch 0: |          | 10859/? [1:15:17<00:00,  2.40it/s]\nEpoch 0: |          | 10859/? [1:15:17<00:00,  2.40it/s]\nEpoch 0: |          | 10860/? [1:15:18<00:00,  2.40it/s]\nEpoch 0: |          | 10860/? [1:15:18<00:00,  2.40it/s]\nEpoch 0: |          | 10861/? [1:15:18<00:00,  2.40it/s]\nEpoch 0: |          | 10861/? [1:15:18<00:00,  2.40it/s]\nEpoch 0: |          | 10862/? [1:15:18<00:00,  2.40it/s]\nEpoch 0: |          | 10862/? [1:15:18<00:00,  2.40it/s]\nEpoch 0: |          | 10863/? [1:15:19<00:00,  2.40it/s]\nEpoch 0: |          | 10863/? [1:15:19<00:00,  2.40it/s]\nEpoch 0: |          | 10864/? [1:15:19<00:00,  2.40it/s]\nEpoch 0: |          | 10864/? [1:15:19<00:00,  2.40it/s]\nEpoch 0: |          | 10865/? [1:15:20<00:00,  2.40it/s]\nEpoch 0: |          | 10865/? [1:15:20<00:00,  2.40it/s]\nEpoch 0: |          | 10866/? [1:15:20<00:00,  2.40it/s]\nEpoch 0: |          | 10866/? [1:15:20<00:00,  2.40it/s]\nEpoch 0: |          | 10867/? [1:15:21<00:00,  2.40it/s]\nEpoch 0: |          | 10867/? [1:15:21<00:00,  2.40it/s]\nEpoch 0: |          | 10868/? [1:15:21<00:00,  2.40it/s]\nEpoch 0: |          | 10868/? [1:15:21<00:00,  2.40it/s]\nEpoch 0: |          | 10869/? [1:15:21<00:00,  2.40it/s]\nEpoch 0: |          | 10869/? [1:15:21<00:00,  2.40it/s]\nEpoch 0: |          | 10870/? [1:15:22<00:00,  2.40it/s]\nEpoch 0: |          | 10870/? [1:15:22<00:00,  2.40it/s]\nEpoch 0: |          | 10871/? [1:15:22<00:00,  2.40it/s]\nEpoch 0: |          | 10871/? [1:15:22<00:00,  2.40it/s]\nEpoch 0: |          | 10872/? [1:15:23<00:00,  2.40it/s]\nEpoch 0: |          | 10872/? [1:15:23<00:00,  2.40it/s]\nEpoch 0: |          | 10873/? [1:15:23<00:00,  2.40it/s]\nEpoch 0: |          | 10873/? [1:15:23<00:00,  2.40it/s]\nEpoch 0: |          | 10874/? [1:15:23<00:00,  2.40it/s]\nEpoch 0: |          | 10874/? [1:15:23<00:00,  2.40it/s]\nEpoch 0: |          | 10875/? [1:15:24<00:00,  2.40it/s]\nEpoch 0: |          | 10875/? [1:15:24<00:00,  2.40it/s]\nEpoch 0: |          | 10876/? [1:15:24<00:00,  2.40it/s]\nEpoch 0: |          | 10876/? [1:15:24<00:00,  2.40it/s]\nEpoch 0: |          | 10877/? [1:15:25<00:00,  2.40it/s]\nEpoch 0: |          | 10877/? [1:15:25<00:00,  2.40it/s]\nEpoch 0: |          | 10878/? [1:15:25<00:00,  2.40it/s]\nEpoch 0: |          | 10878/? [1:15:25<00:00,  2.40it/s]\nEpoch 0: |          | 10879/? [1:15:25<00:00,  2.40it/s]\nEpoch 0: |          | 10879/? [1:15:25<00:00,  2.40it/s]\nEpoch 0: |          | 10880/? [1:15:26<00:00,  2.40it/s]\nEpoch 0: |          | 10880/? [1:15:26<00:00,  2.40it/s]\nEpoch 0: |          | 10881/? [1:15:26<00:00,  2.40it/s]\nEpoch 0: |          | 10881/? [1:15:26<00:00,  2.40it/s]\nEpoch 0: |          | 10882/? [1:15:27<00:00,  2.40it/s]\nEpoch 0: |          | 10882/? [1:15:27<00:00,  2.40it/s]\nEpoch 0: |          | 10883/? [1:15:27<00:00,  2.40it/s]\nEpoch 0: |          | 10883/? [1:15:27<00:00,  2.40it/s]\nEpoch 0: |          | 10884/? [1:15:27<00:00,  2.40it/s]\nEpoch 0: |          | 10884/? [1:15:27<00:00,  2.40it/s]\nEpoch 0: |          | 10885/? [1:15:28<00:00,  2.40it/s]\nEpoch 0: |          | 10885/? [1:15:28<00:00,  2.40it/s]\nEpoch 0: |          | 10886/? [1:15:28<00:00,  2.40it/s]\nEpoch 0: |          | 10886/? [1:15:28<00:00,  2.40it/s]\nEpoch 0: |          | 10887/? [1:15:29<00:00,  2.40it/s]\nEpoch 0: |          | 10887/? [1:15:29<00:00,  2.40it/s]\nEpoch 0: |          | 10888/? [1:15:29<00:00,  2.40it/s]\nEpoch 0: |          | 10888/? [1:15:29<00:00,  2.40it/s]\nEpoch 0: |          | 10889/? [1:15:30<00:00,  2.40it/s]\nEpoch 0: |          | 10889/? [1:15:30<00:00,  2.40it/s]\nEpoch 0: |          | 10890/? [1:15:30<00:00,  2.40it/s]\nEpoch 0: |          | 10890/? [1:15:30<00:00,  2.40it/s]\nEpoch 0: |          | 10891/? [1:15:30<00:00,  2.40it/s]\nEpoch 0: |          | 10891/? [1:15:30<00:00,  2.40it/s]\nEpoch 0: |          | 10892/? [1:15:31<00:00,  2.40it/s]\nEpoch 0: |          | 10892/? [1:15:31<00:00,  2.40it/s]\nEpoch 0: |          | 10893/? [1:15:31<00:00,  2.40it/s]\nEpoch 0: |          | 10893/? [1:15:31<00:00,  2.40it/s]\nEpoch 0: |          | 10894/? [1:15:32<00:00,  2.40it/s]\nEpoch 0: |          | 10894/? [1:15:32<00:00,  2.40it/s]\nEpoch 0: |          | 10895/? [1:15:32<00:00,  2.40it/s]\nEpoch 0: |          | 10895/? [1:15:32<00:00,  2.40it/s]\nEpoch 0: |          | 10896/? [1:15:33<00:00,  2.40it/s]\nEpoch 0: |          | 10896/? [1:15:33<00:00,  2.40it/s]\nEpoch 0: |          | 10897/? [1:15:33<00:00,  2.40it/s]\nEpoch 0: |          | 10897/? [1:15:33<00:00,  2.40it/s]\nEpoch 0: |          | 10898/? [1:15:33<00:00,  2.40it/s]\nEpoch 0: |          | 10898/? [1:15:33<00:00,  2.40it/s]\nEpoch 0: |          | 10899/? [1:15:34<00:00,  2.40it/s]\nEpoch 0: |          | 10899/? [1:15:34<00:00,  2.40it/s]\nEpoch 0: |          | 10900/? [1:15:34<00:00,  2.40it/s]\nEpoch 0: |          | 10900/? [1:15:34<00:00,  2.40it/s]\nEpoch 0: |          | 10901/? [1:15:35<00:00,  2.40it/s]\nEpoch 0: |          | 10901/? [1:15:35<00:00,  2.40it/s]\nEpoch 0: |          | 10902/? [1:15:35<00:00,  2.40it/s]\nEpoch 0: |          | 10902/? [1:15:35<00:00,  2.40it/s]\nEpoch 0: |          | 10903/? [1:15:35<00:00,  2.40it/s]\nEpoch 0: |          | 10903/? [1:15:35<00:00,  2.40it/s]\nEpoch 0: |          | 10904/? [1:15:36<00:00,  2.40it/s]\nEpoch 0: |          | 10904/? [1:15:36<00:00,  2.40it/s]\nEpoch 0: |          | 10905/? [1:15:36<00:00,  2.40it/s]\nEpoch 0: |          | 10905/? [1:15:36<00:00,  2.40it/s]\nEpoch 0: |          | 10906/? [1:15:37<00:00,  2.40it/s]\nEpoch 0: |          | 10906/? [1:15:37<00:00,  2.40it/s]\nEpoch 0: |          | 10907/? [1:15:37<00:00,  2.40it/s]\nEpoch 0: |          | 10907/? [1:15:37<00:00,  2.40it/s]\nEpoch 0: |          | 10908/? [1:15:38<00:00,  2.40it/s]\nEpoch 0: |          | 10908/? [1:15:38<00:00,  2.40it/s]\nEpoch 0: |          | 10909/? [1:15:38<00:00,  2.40it/s]\nEpoch 0: |          | 10909/? [1:15:38<00:00,  2.40it/s]\nEpoch 0: |          | 10910/? [1:15:38<00:00,  2.40it/s]\nEpoch 0: |          | 10910/? [1:15:38<00:00,  2.40it/s]\nEpoch 0: |          | 10911/? [1:15:39<00:00,  2.40it/s]\nEpoch 0: |          | 10911/? [1:15:39<00:00,  2.40it/s]\nEpoch 0: |          | 10912/? [1:15:39<00:00,  2.40it/s]\nEpoch 0: |          | 10912/? [1:15:39<00:00,  2.40it/s]\nEpoch 0: |          | 10913/? [1:15:40<00:00,  2.40it/s]\nEpoch 0: |          | 10913/? [1:15:40<00:00,  2.40it/s]\nEpoch 0: |          | 10914/? [1:15:40<00:00,  2.40it/s]\nEpoch 0: |          | 10914/? [1:15:40<00:00,  2.40it/s]\nEpoch 0: |          | 10915/? [1:15:40<00:00,  2.40it/s]\nEpoch 0: |          | 10915/? [1:15:40<00:00,  2.40it/s]\nEpoch 0: |          | 10916/? [1:15:41<00:00,  2.40it/s]\nEpoch 0: |          | 10916/? [1:15:41<00:00,  2.40it/s]\nEpoch 0: |          | 10917/? [1:15:41<00:00,  2.40it/s]\nEpoch 0: |          | 10917/? [1:15:41<00:00,  2.40it/s]\nEpoch 0: |          | 10918/? [1:15:42<00:00,  2.40it/s]\nEpoch 0: |          | 10918/? [1:15:42<00:00,  2.40it/s]\nEpoch 0: |          | 10919/? [1:15:42<00:00,  2.40it/s]\nEpoch 0: |          | 10919/? [1:15:42<00:00,  2.40it/s]\nEpoch 0: |          | 10920/? [1:15:42<00:00,  2.40it/s]\nEpoch 0: |          | 10920/? [1:15:42<00:00,  2.40it/s]\nEpoch 0: |          | 10921/? [1:15:43<00:00,  2.40it/s]\nEpoch 0: |          | 10921/? [1:15:43<00:00,  2.40it/s]\nEpoch 0: |          | 10922/? [1:15:43<00:00,  2.40it/s]\nEpoch 0: |          | 10922/? [1:15:43<00:00,  2.40it/s]\nEpoch 0: |          | 10923/? [1:15:44<00:00,  2.40it/s]\nEpoch 0: |          | 10923/? [1:15:44<00:00,  2.40it/s]\nEpoch 0: |          | 10924/? [1:15:44<00:00,  2.40it/s]\nEpoch 0: |          | 10924/? [1:15:44<00:00,  2.40it/s]\nEpoch 0: |          | 10925/? [1:15:44<00:00,  2.40it/s]\nEpoch 0: |          | 10925/? [1:15:44<00:00,  2.40it/s]\nEpoch 0: |          | 10926/? [1:15:45<00:00,  2.40it/s]\nEpoch 0: |          | 10926/? [1:15:45<00:00,  2.40it/s]\nEpoch 0: |          | 10927/? [1:15:45<00:00,  2.40it/s]\nEpoch 0: |          | 10927/? [1:15:45<00:00,  2.40it/s]\nEpoch 0: |          | 10928/? [1:15:46<00:00,  2.40it/s]\nEpoch 0: |          | 10928/? [1:15:46<00:00,  2.40it/s]\nEpoch 0: |          | 10929/? [1:15:46<00:00,  2.40it/s]\nEpoch 0: |          | 10929/? [1:15:46<00:00,  2.40it/s]\nEpoch 0: |          | 10930/? [1:15:46<00:00,  2.40it/s]\nEpoch 0: |          | 10930/? [1:15:46<00:00,  2.40it/s]\nEpoch 0: |          | 10931/? [1:15:47<00:00,  2.40it/s]\nEpoch 0: |          | 10931/? [1:15:47<00:00,  2.40it/s]\nEpoch 0: |          | 10932/? [1:15:47<00:00,  2.40it/s]\nEpoch 0: |          | 10932/? [1:15:47<00:00,  2.40it/s]\nEpoch 0: |          | 10933/? [1:15:48<00:00,  2.40it/s]\nEpoch 0: |          | 10933/? [1:15:48<00:00,  2.40it/s]\nEpoch 0: |          | 10934/? [1:15:48<00:00,  2.40it/s]\nEpoch 0: |          | 10934/? [1:15:48<00:00,  2.40it/s]\nEpoch 0: |          | 10935/? [1:15:49<00:00,  2.40it/s]\nEpoch 0: |          | 10935/? [1:15:49<00:00,  2.40it/s]\nEpoch 0: |          | 10936/? [1:15:49<00:00,  2.40it/s]\nEpoch 0: |          | 10936/? [1:15:49<00:00,  2.40it/s]\nEpoch 0: |          | 10937/? [1:15:49<00:00,  2.40it/s]\nEpoch 0: |          | 10937/? [1:15:49<00:00,  2.40it/s]\nEpoch 0: |          | 10938/? [1:15:50<00:00,  2.40it/s]\nEpoch 0: |          | 10938/? [1:15:50<00:00,  2.40it/s]\nEpoch 0: |          | 10939/? [1:15:50<00:00,  2.40it/s]\nEpoch 0: |          | 10939/? [1:15:50<00:00,  2.40it/s]\nEpoch 0: |          | 10940/? [1:15:50<00:00,  2.40it/s]\nEpoch 0: |          | 10940/? [1:15:50<00:00,  2.40it/s]\nEpoch 0: |          | 10941/? [1:15:51<00:00,  2.40it/s]\nEpoch 0: |          | 10941/? [1:15:51<00:00,  2.40it/s]\nEpoch 0: |          | 10942/? [1:15:51<00:00,  2.40it/s]\nEpoch 0: |          | 10942/? [1:15:51<00:00,  2.40it/s]\nEpoch 0: |          | 10943/? [1:15:52<00:00,  2.40it/s]\nEpoch 0: |          | 10943/? [1:15:52<00:00,  2.40it/s]\nEpoch 0: |          | 10944/? [1:15:52<00:00,  2.40it/s]\nEpoch 0: |          | 10944/? [1:15:52<00:00,  2.40it/s]\nEpoch 0: |          | 10945/? [1:15:52<00:00,  2.40it/s]\nEpoch 0: |          | 10945/? [1:15:52<00:00,  2.40it/s]\nEpoch 0: |          | 10946/? [1:15:53<00:00,  2.40it/s]\nEpoch 0: |          | 10946/? [1:15:53<00:00,  2.40it/s]\nEpoch 0: |          | 10947/? [1:15:53<00:00,  2.40it/s]\nEpoch 0: |          | 10947/? [1:15:53<00:00,  2.40it/s]\nEpoch 0: |          | 10948/? [1:15:54<00:00,  2.40it/s]\nEpoch 0: |          | 10948/? [1:15:54<00:00,  2.40it/s]\nEpoch 0: |          | 10949/? [1:15:54<00:00,  2.40it/s]\nEpoch 0: |          | 10949/? [1:15:54<00:00,  2.40it/s]\nEpoch 0: |          | 10950/? [1:15:55<00:00,  2.40it/s]\nEpoch 0: |          | 10950/? [1:15:55<00:00,  2.40it/s]\nEpoch 0: |          | 10951/? [1:15:55<00:00,  2.40it/s]\nEpoch 0: |          | 10951/? [1:15:55<00:00,  2.40it/s]\nEpoch 0: |          | 10952/? [1:15:55<00:00,  2.40it/s]\nEpoch 0: |          | 10952/? [1:15:55<00:00,  2.40it/s]\nEpoch 0: |          | 10953/? [1:15:56<00:00,  2.40it/s]\nEpoch 0: |          | 10953/? [1:15:56<00:00,  2.40it/s]\nEpoch 0: |          | 10954/? [1:15:56<00:00,  2.40it/s]\nEpoch 0: |          | 10954/? [1:15:56<00:00,  2.40it/s]\nEpoch 0: |          | 10955/? [1:15:56<00:00,  2.40it/s]\nEpoch 0: |          | 10955/? [1:15:56<00:00,  2.40it/s]\nEpoch 0: |          | 10956/? [1:15:57<00:00,  2.40it/s]\nEpoch 0: |          | 10956/? [1:15:57<00:00,  2.40it/s]\nEpoch 0: |          | 10957/? [1:15:57<00:00,  2.40it/s]\nEpoch 0: |          | 10957/? [1:15:57<00:00,  2.40it/s]\nEpoch 0: |          | 10958/? [1:15:58<00:00,  2.40it/s]\nEpoch 0: |          | 10958/? [1:15:58<00:00,  2.40it/s]\nEpoch 0: |          | 10959/? [1:15:58<00:00,  2.40it/s]\nEpoch 0: |          | 10959/? [1:15:58<00:00,  2.40it/s]\nEpoch 0: |          | 10960/? [1:15:58<00:00,  2.40it/s]\nEpoch 0: |          | 10960/? [1:15:58<00:00,  2.40it/s]\nEpoch 0: |          | 10961/? [1:15:59<00:00,  2.40it/s]\nEpoch 0: |          | 10961/? [1:15:59<00:00,  2.40it/s]\nEpoch 0: |          | 10962/? [1:15:59<00:00,  2.40it/s]\nEpoch 0: |          | 10962/? [1:15:59<00:00,  2.40it/s]\nEpoch 0: |          | 10963/? [1:16:00<00:00,  2.40it/s]\nEpoch 0: |          | 10963/? [1:16:00<00:00,  2.40it/s]\nEpoch 0: |          | 10964/? [1:16:00<00:00,  2.40it/s]\nEpoch 0: |          | 10964/? [1:16:00<00:00,  2.40it/s]\nEpoch 0: |          | 10965/? [1:16:00<00:00,  2.40it/s]\nEpoch 0: |          | 10965/? [1:16:00<00:00,  2.40it/s]\nEpoch 0: |          | 10966/? [1:16:01<00:00,  2.40it/s]\nEpoch 0: |          | 10966/? [1:16:01<00:00,  2.40it/s]\nEpoch 0: |          | 10967/? [1:16:01<00:00,  2.40it/s]\nEpoch 0: |          | 10967/? [1:16:01<00:00,  2.40it/s]\nEpoch 0: |          | 10968/? [1:16:02<00:00,  2.40it/s]\nEpoch 0: |          | 10968/? [1:16:02<00:00,  2.40it/s]\nEpoch 0: |          | 10969/? [1:16:02<00:00,  2.40it/s]\nEpoch 0: |          | 10969/? [1:16:02<00:00,  2.40it/s]\nEpoch 0: |          | 10970/? [1:16:02<00:00,  2.40it/s]\nEpoch 0: |          | 10970/? [1:16:02<00:00,  2.40it/s]\nEpoch 0: |          | 10971/? [1:16:03<00:00,  2.40it/s]\nEpoch 0: |          | 10971/? [1:16:03<00:00,  2.40it/s]\nEpoch 0: |          | 10972/? [1:16:03<00:00,  2.40it/s]\nEpoch 0: |          | 10972/? [1:16:03<00:00,  2.40it/s]\nEpoch 0: |          | 10973/? [1:16:04<00:00,  2.40it/s]\nEpoch 0: |          | 10973/? [1:16:04<00:00,  2.40it/s]\nEpoch 0: |          | 10974/? [1:16:04<00:00,  2.40it/s]\nEpoch 0: |          | 10974/? [1:16:04<00:00,  2.40it/s]\nEpoch 0: |          | 10975/? [1:16:04<00:00,  2.40it/s]\nEpoch 0: |          | 10975/? [1:16:04<00:00,  2.40it/s]\nEpoch 0: |          | 10976/? [1:16:05<00:00,  2.40it/s]\nEpoch 0: |          | 10976/? [1:16:05<00:00,  2.40it/s]\nEpoch 0: |          | 10977/? [1:16:05<00:00,  2.40it/s]\nEpoch 0: |          | 10977/? [1:16:05<00:00,  2.40it/s]\nEpoch 0: |          | 10978/? [1:16:06<00:00,  2.40it/s]\nEpoch 0: |          | 10978/? [1:16:06<00:00,  2.40it/s]\nEpoch 0: |          | 10979/? [1:16:06<00:00,  2.40it/s]\nEpoch 0: |          | 10979/? [1:16:06<00:00,  2.40it/s]\nEpoch 0: |          | 10980/? [1:16:06<00:00,  2.40it/s]\nEpoch 0: |          | 10980/? [1:16:06<00:00,  2.40it/s]\nEpoch 0: |          | 10981/? [1:16:07<00:00,  2.40it/s]\nEpoch 0: |          | 10981/? [1:16:07<00:00,  2.40it/s]\nEpoch 0: |          | 10982/? [1:16:07<00:00,  2.40it/s]\nEpoch 0: |          | 10982/? [1:16:07<00:00,  2.40it/s]\nEpoch 0: |          | 10983/? [1:16:08<00:00,  2.40it/s]\nEpoch 0: |          | 10983/? [1:16:08<00:00,  2.40it/s]\nEpoch 0: |          | 10984/? [1:16:08<00:00,  2.40it/s]\nEpoch 0: |          | 10984/? [1:16:08<00:00,  2.40it/s]\nEpoch 0: |          | 10985/? [1:16:08<00:00,  2.40it/s]\nEpoch 0: |          | 10985/? [1:16:08<00:00,  2.40it/s]\nEpoch 0: |          | 10986/? [1:16:09<00:00,  2.40it/s]\nEpoch 0: |          | 10986/? [1:16:09<00:00,  2.40it/s]\nEpoch 0: |          | 10987/? [1:16:09<00:00,  2.40it/s]\nEpoch 0: |          | 10987/? [1:16:09<00:00,  2.40it/s]\nEpoch 0: |          | 10988/? [1:16:10<00:00,  2.40it/s]\nEpoch 0: |          | 10988/? [1:16:10<00:00,  2.40it/s]\nEpoch 0: |          | 10989/? [1:16:10<00:00,  2.40it/s]\nEpoch 0: |          | 10989/? [1:16:10<00:00,  2.40it/s]\nEpoch 0: |          | 10990/? [1:16:10<00:00,  2.40it/s]\nEpoch 0: |          | 10990/? [1:16:10<00:00,  2.40it/s]\nEpoch 0: |          | 10991/? [1:16:11<00:00,  2.40it/s]\nEpoch 0: |          | 10991/? [1:16:11<00:00,  2.40it/s]\nEpoch 0: |          | 10992/? [1:16:11<00:00,  2.40it/s]\nEpoch 0: |          | 10992/? [1:16:11<00:00,  2.40it/s]\nEpoch 0: |          | 10993/? [1:16:12<00:00,  2.40it/s]\nEpoch 0: |          | 10993/? [1:16:12<00:00,  2.40it/s]\nEpoch 0: |          | 10994/? [1:16:12<00:00,  2.40it/s]\nEpoch 0: |          | 10994/? [1:16:12<00:00,  2.40it/s]\nEpoch 0: |          | 10995/? [1:16:13<00:00,  2.40it/s]\nEpoch 0: |          | 10995/? [1:16:13<00:00,  2.40it/s]\nEpoch 0: |          | 10996/? [1:16:13<00:00,  2.40it/s]\nEpoch 0: |          | 10996/? [1:16:13<00:00,  2.40it/s]\nEpoch 0: |          | 10997/? [1:16:13<00:00,  2.40it/s]\nEpoch 0: |          | 10997/? [1:16:13<00:00,  2.40it/s]\nEpoch 0: |          | 10998/? [1:16:14<00:00,  2.40it/s]\nEpoch 0: |          | 10998/? [1:16:14<00:00,  2.40it/s]\nEpoch 0: |          | 10999/? [1:16:14<00:00,  2.40it/s]\nEpoch 0: |          | 10999/? [1:16:14<00:00,  2.40it/s]\nEpoch 0: |          | 11000/? [1:16:15<00:00,  2.40it/s]\nEpoch 0: |          | 11000/? [1:16:15<00:00,  2.40it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.96it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.61it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.34it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.27it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 11000/? [1:16:15<00:00,  2.40it/s]\nEpoch 0: |          | 11001/? [1:16:15<00:00,  2.40it/s]\nEpoch 0: |          | 11001/? [1:16:15<00:00,  2.40it/s]\nEpoch 0: |          | 11002/? [1:16:16<00:00,  2.40it/s]\nEpoch 0: |          | 11002/? [1:16:16<00:00,  2.40it/s]\nEpoch 0: |          | 11003/? [1:16:16<00:00,  2.40it/s]\nEpoch 0: |          | 11003/? [1:16:16<00:00,  2.40it/s]\nEpoch 0: |          | 11004/? [1:16:17<00:00,  2.40it/s]\nEpoch 0: |          | 11004/? [1:16:17<00:00,  2.40it/s]\nEpoch 0: |          | 11005/? [1:16:17<00:00,  2.40it/s]\nEpoch 0: |          | 11005/? [1:16:17<00:00,  2.40it/s]\nEpoch 0: |          | 11006/? [1:16:18<00:00,  2.40it/s]\nEpoch 0: |          | 11006/? [1:16:18<00:00,  2.40it/s]\nEpoch 0: |          | 11007/? [1:16:18<00:00,  2.40it/s]\nEpoch 0: |          | 11007/? [1:16:18<00:00,  2.40it/s]\nEpoch 0: |          | 11008/? [1:16:18<00:00,  2.40it/s]\nEpoch 0: |          | 11008/? [1:16:18<00:00,  2.40it/s]\nEpoch 0: |          | 11009/? [1:16:19<00:00,  2.40it/s]\nEpoch 0: |          | 11009/? [1:16:19<00:00,  2.40it/s]\nEpoch 0: |          | 11010/? [1:16:19<00:00,  2.40it/s]\nEpoch 0: |          | 11010/? [1:16:19<00:00,  2.40it/s]\nEpoch 0: |          | 11011/? [1:16:20<00:00,  2.40it/s]\nEpoch 0: |          | 11011/? [1:16:20<00:00,  2.40it/s]\nEpoch 0: |          | 11012/? [1:16:20<00:00,  2.40it/s]\nEpoch 0: |          | 11012/? [1:16:20<00:00,  2.40it/s]\nEpoch 0: |          | 11013/? [1:16:20<00:00,  2.40it/s]\nEpoch 0: |          | 11013/? [1:16:20<00:00,  2.40it/s]\nEpoch 0: |          | 11014/? [1:16:21<00:00,  2.40it/s]\nEpoch 0: |          | 11014/? [1:16:21<00:00,  2.40it/s]\nEpoch 0: |          | 11015/? [1:16:21<00:00,  2.40it/s]\nEpoch 0: |          | 11015/? [1:16:21<00:00,  2.40it/s]\nEpoch 0: |          | 11016/? [1:16:22<00:00,  2.40it/s]\nEpoch 0: |          | 11016/? [1:16:22<00:00,  2.40it/s]\nEpoch 0: |          | 11017/? [1:16:22<00:00,  2.40it/s]\nEpoch 0: |          | 11017/? [1:16:22<00:00,  2.40it/s]\nEpoch 0: |          | 11018/? [1:16:23<00:00,  2.40it/s]\nEpoch 0: |          | 11018/? [1:16:23<00:00,  2.40it/s]\nEpoch 0: |          | 11019/? [1:16:23<00:00,  2.40it/s]\nEpoch 0: |          | 11019/? [1:16:23<00:00,  2.40it/s]\nEpoch 0: |          | 11020/? [1:16:23<00:00,  2.40it/s]\nEpoch 0: |          | 11020/? [1:16:23<00:00,  2.40it/s]\nEpoch 0: |          | 11021/? [1:16:24<00:00,  2.40it/s]\nEpoch 0: |          | 11021/? [1:16:24<00:00,  2.40it/s]\nEpoch 0: |          | 11022/? [1:16:24<00:00,  2.40it/s]\nEpoch 0: |          | 11022/? [1:16:24<00:00,  2.40it/s]\nEpoch 0: |          | 11023/? [1:16:25<00:00,  2.40it/s]\nEpoch 0: |          | 11023/? [1:16:25<00:00,  2.40it/s]\nEpoch 0: |          | 11024/? [1:16:25<00:00,  2.40it/s]\nEpoch 0: |          | 11024/? [1:16:25<00:00,  2.40it/s]\nEpoch 0: |          | 11025/? [1:16:25<00:00,  2.40it/s]\nEpoch 0: |          | 11025/? [1:16:25<00:00,  2.40it/s]\nEpoch 0: |          | 11026/? [1:16:26<00:00,  2.40it/s]\nEpoch 0: |          | 11026/? [1:16:26<00:00,  2.40it/s]\nEpoch 0: |          | 11027/? [1:16:26<00:00,  2.40it/s]\nEpoch 0: |          | 11027/? [1:16:26<00:00,  2.40it/s]\nEpoch 0: |          | 11028/? [1:16:27<00:00,  2.40it/s]\nEpoch 0: |          | 11028/? [1:16:27<00:00,  2.40it/s]\nEpoch 0: |          | 11029/? [1:16:27<00:00,  2.40it/s]\nEpoch 0: |          | 11029/? [1:16:27<00:00,  2.40it/s]\nEpoch 0: |          | 11030/? [1:16:27<00:00,  2.40it/s]\nEpoch 0: |          | 11030/? [1:16:27<00:00,  2.40it/s]\nEpoch 0: |          | 11031/? [1:16:28<00:00,  2.40it/s]\nEpoch 0: |          | 11031/? [1:16:28<00:00,  2.40it/s]\nEpoch 0: |          | 11032/? [1:16:28<00:00,  2.40it/s]\nEpoch 0: |          | 11032/? [1:16:28<00:00,  2.40it/s]\nEpoch 0: |          | 11033/? [1:16:29<00:00,  2.40it/s]\nEpoch 0: |          | 11033/? [1:16:29<00:00,  2.40it/s]\nEpoch 0: |          | 11034/? [1:16:29<00:00,  2.40it/s]\nEpoch 0: |          | 11034/? [1:16:29<00:00,  2.40it/s]\nEpoch 0: |          | 11035/? [1:16:30<00:00,  2.40it/s]\nEpoch 0: |          | 11035/? [1:16:30<00:00,  2.40it/s]\nEpoch 0: |          | 11036/? [1:16:30<00:00,  2.40it/s]\nEpoch 0: |          | 11036/? [1:16:30<00:00,  2.40it/s]\nEpoch 0: |          | 11037/? [1:16:30<00:00,  2.40it/s]\nEpoch 0: |          | 11037/? [1:16:30<00:00,  2.40it/s]\nEpoch 0: |          | 11038/? [1:16:31<00:00,  2.40it/s]\nEpoch 0: |          | 11038/? [1:16:31<00:00,  2.40it/s]\nEpoch 0: |          | 11039/? [1:16:31<00:00,  2.40it/s]\nEpoch 0: |          | 11039/? [1:16:31<00:00,  2.40it/s]\nEpoch 0: |          | 11040/? [1:16:32<00:00,  2.40it/s]\nEpoch 0: |          | 11040/? [1:16:32<00:00,  2.40it/s]\nEpoch 0: |          | 11041/? [1:16:32<00:00,  2.40it/s]\nEpoch 0: |          | 11041/? [1:16:32<00:00,  2.40it/s]\nEpoch 0: |          | 11042/? [1:16:32<00:00,  2.40it/s]\nEpoch 0: |          | 11042/? [1:16:32<00:00,  2.40it/s]\nEpoch 0: |          | 11043/? [1:16:33<00:00,  2.40it/s]\nEpoch 0: |          | 11043/? [1:16:33<00:00,  2.40it/s]\nEpoch 0: |          | 11044/? [1:16:33<00:00,  2.40it/s]\nEpoch 0: |          | 11044/? [1:16:33<00:00,  2.40it/s]\nEpoch 0: |          | 11045/? [1:16:34<00:00,  2.40it/s]\nEpoch 0: |          | 11045/? [1:16:34<00:00,  2.40it/s]\nEpoch 0: |          | 11046/? [1:16:34<00:00,  2.40it/s]\nEpoch 0: |          | 11046/? [1:16:34<00:00,  2.40it/s]\nEpoch 0: |          | 11047/? [1:16:35<00:00,  2.40it/s]\nEpoch 0: |          | 11047/? [1:16:35<00:00,  2.40it/s]\nEpoch 0: |          | 11048/? [1:16:35<00:00,  2.40it/s]\nEpoch 0: |          | 11048/? [1:16:35<00:00,  2.40it/s]\nEpoch 0: |          | 11049/? [1:16:35<00:00,  2.40it/s]\nEpoch 0: |          | 11049/? [1:16:35<00:00,  2.40it/s]\nEpoch 0: |          | 11050/? [1:16:36<00:00,  2.40it/s]\nEpoch 0: |          | 11050/? [1:16:36<00:00,  2.40it/s]\nEpoch 0: |          | 11051/? [1:16:36<00:00,  2.40it/s]\nEpoch 0: |          | 11051/? [1:16:36<00:00,  2.40it/s]\nEpoch 0: |          | 11052/? [1:16:37<00:00,  2.40it/s]\nEpoch 0: |          | 11052/? [1:16:37<00:00,  2.40it/s]\nEpoch 0: |          | 11053/? [1:16:37<00:00,  2.40it/s]\nEpoch 0: |          | 11053/? [1:16:37<00:00,  2.40it/s]\nEpoch 0: |          | 11054/? [1:16:37<00:00,  2.40it/s]\nEpoch 0: |          | 11054/? [1:16:37<00:00,  2.40it/s]\nEpoch 0: |          | 11055/? [1:16:38<00:00,  2.40it/s]\nEpoch 0: |          | 11055/? [1:16:38<00:00,  2.40it/s]\nEpoch 0: |          | 11056/? [1:16:38<00:00,  2.40it/s]\nEpoch 0: |          | 11056/? [1:16:38<00:00,  2.40it/s]\nEpoch 0: |          | 11057/? [1:16:39<00:00,  2.40it/s]\nEpoch 0: |          | 11057/? [1:16:39<00:00,  2.40it/s]\nEpoch 0: |          | 11058/? [1:16:39<00:00,  2.40it/s]\nEpoch 0: |          | 11058/? [1:16:39<00:00,  2.40it/s]\nEpoch 0: |          | 11059/? [1:16:39<00:00,  2.40it/s]\nEpoch 0: |          | 11059/? [1:16:39<00:00,  2.40it/s]\nEpoch 0: |          | 11060/? [1:16:40<00:00,  2.40it/s]\nEpoch 0: |          | 11060/? [1:16:40<00:00,  2.40it/s]\nEpoch 0: |          | 11061/? [1:16:40<00:00,  2.40it/s]\nEpoch 0: |          | 11061/? [1:16:40<00:00,  2.40it/s]\nEpoch 0: |          | 11062/? [1:16:41<00:00,  2.40it/s]\nEpoch 0: |          | 11062/? [1:16:41<00:00,  2.40it/s]\nEpoch 0: |          | 11063/? [1:16:41<00:00,  2.40it/s]\nEpoch 0: |          | 11063/? [1:16:41<00:00,  2.40it/s]\nEpoch 0: |          | 11064/? [1:16:42<00:00,  2.40it/s]\nEpoch 0: |          | 11064/? [1:16:42<00:00,  2.40it/s]\nEpoch 0: |          | 11065/? [1:16:42<00:00,  2.40it/s]\nEpoch 0: |          | 11065/? [1:16:42<00:00,  2.40it/s]\nEpoch 0: |          | 11066/? [1:16:42<00:00,  2.40it/s]\nEpoch 0: |          | 11066/? [1:16:42<00:00,  2.40it/s]\nEpoch 0: |          | 11067/? [1:16:43<00:00,  2.40it/s]\nEpoch 0: |          | 11067/? [1:16:43<00:00,  2.40it/s]\nEpoch 0: |          | 11068/? [1:16:43<00:00,  2.40it/s]\nEpoch 0: |          | 11068/? [1:16:43<00:00,  2.40it/s]\nEpoch 0: |          | 11069/? [1:16:44<00:00,  2.40it/s]\nEpoch 0: |          | 11069/? [1:16:44<00:00,  2.40it/s]\nEpoch 0: |          | 11070/? [1:16:44<00:00,  2.40it/s]\nEpoch 0: |          | 11070/? [1:16:44<00:00,  2.40it/s]\nEpoch 0: |          | 11071/? [1:16:45<00:00,  2.40it/s]\nEpoch 0: |          | 11071/? [1:16:45<00:00,  2.40it/s]\nEpoch 0: |          | 11072/? [1:16:45<00:00,  2.40it/s]\nEpoch 0: |          | 11072/? [1:16:45<00:00,  2.40it/s]\nEpoch 0: |          | 11073/? [1:16:45<00:00,  2.40it/s]\nEpoch 0: |          | 11073/? [1:16:45<00:00,  2.40it/s]\nEpoch 0: |          | 11074/? [1:16:46<00:00,  2.40it/s]\nEpoch 0: |          | 11074/? [1:16:46<00:00,  2.40it/s]\nEpoch 0: |          | 11075/? [1:16:46<00:00,  2.40it/s]\nEpoch 0: |          | 11075/? [1:16:46<00:00,  2.40it/s]\nEpoch 0: |          | 11076/? [1:16:46<00:00,  2.40it/s]\nEpoch 0: |          | 11076/? [1:16:46<00:00,  2.40it/s]\nEpoch 0: |          | 11077/? [1:16:47<00:00,  2.40it/s]\nEpoch 0: |          | 11077/? [1:16:47<00:00,  2.40it/s]\nEpoch 0: |          | 11078/? [1:16:47<00:00,  2.40it/s]\nEpoch 0: |          | 11078/? [1:16:47<00:00,  2.40it/s]\nEpoch 0: |          | 11079/? [1:16:48<00:00,  2.40it/s]\nEpoch 0: |          | 11079/? [1:16:48<00:00,  2.40it/s]\nEpoch 0: |          | 11080/? [1:16:48<00:00,  2.40it/s]\nEpoch 0: |          | 11080/? [1:16:48<00:00,  2.40it/s]\nEpoch 0: |          | 11081/? [1:16:48<00:00,  2.40it/s]\nEpoch 0: |          | 11081/? [1:16:48<00:00,  2.40it/s]\nEpoch 0: |          | 11082/? [1:16:49<00:00,  2.40it/s]\nEpoch 0: |          | 11082/? [1:16:49<00:00,  2.40it/s]\nEpoch 0: |          | 11083/? [1:16:49<00:00,  2.40it/s]\nEpoch 0: |          | 11083/? [1:16:49<00:00,  2.40it/s]\nEpoch 0: |          | 11084/? [1:16:50<00:00,  2.40it/s]\nEpoch 0: |          | 11084/? [1:16:50<00:00,  2.40it/s]\nEpoch 0: |          | 11085/? [1:16:50<00:00,  2.40it/s]\nEpoch 0: |          | 11085/? [1:16:50<00:00,  2.40it/s]\nEpoch 0: |          | 11086/? [1:16:50<00:00,  2.40it/s]\nEpoch 0: |          | 11086/? [1:16:50<00:00,  2.40it/s]\nEpoch 0: |          | 11087/? [1:16:51<00:00,  2.40it/s]\nEpoch 0: |          | 11087/? [1:16:51<00:00,  2.40it/s]\nEpoch 0: |          | 11088/? [1:16:51<00:00,  2.40it/s]\nEpoch 0: |          | 11088/? [1:16:51<00:00,  2.40it/s]\nEpoch 0: |          | 11089/? [1:16:52<00:00,  2.40it/s]\nEpoch 0: |          | 11089/? [1:16:52<00:00,  2.40it/s]\nEpoch 0: |          | 11090/? [1:16:52<00:00,  2.40it/s]\nEpoch 0: |          | 11090/? [1:16:52<00:00,  2.40it/s]\nEpoch 0: |          | 11091/? [1:16:52<00:00,  2.40it/s]\nEpoch 0: |          | 11091/? [1:16:52<00:00,  2.40it/s]\nEpoch 0: |          | 11092/? [1:16:53<00:00,  2.40it/s]\nEpoch 0: |          | 11092/? [1:16:53<00:00,  2.40it/s]\nEpoch 0: |          | 11093/? [1:16:53<00:00,  2.40it/s]\nEpoch 0: |          | 11093/? [1:16:53<00:00,  2.40it/s]\nEpoch 0: |          | 11094/? [1:16:54<00:00,  2.40it/s]\nEpoch 0: |          | 11094/? [1:16:54<00:00,  2.40it/s]\nEpoch 0: |          | 11095/? [1:16:54<00:00,  2.40it/s]\nEpoch 0: |          | 11095/? [1:16:54<00:00,  2.40it/s]\nEpoch 0: |          | 11096/? [1:16:54<00:00,  2.40it/s]\nEpoch 0: |          | 11096/? [1:16:54<00:00,  2.40it/s]\nEpoch 0: |          | 11097/? [1:16:55<00:00,  2.40it/s]\nEpoch 0: |          | 11097/? [1:16:55<00:00,  2.40it/s]\nEpoch 0: |          | 11098/? [1:16:55<00:00,  2.40it/s]\nEpoch 0: |          | 11098/? [1:16:55<00:00,  2.40it/s]\nEpoch 0: |          | 11099/? [1:16:56<00:00,  2.40it/s]\nEpoch 0: |          | 11099/? [1:16:56<00:00,  2.40it/s]\nEpoch 0: |          | 11100/? [1:16:56<00:00,  2.40it/s]\nEpoch 0: |          | 11100/? [1:16:56<00:00,  2.40it/s]\nEpoch 0: |          | 11101/? [1:16:57<00:00,  2.40it/s]\nEpoch 0: |          | 11101/? [1:16:57<00:00,  2.40it/s]\nEpoch 0: |          | 11102/? [1:16:57<00:00,  2.40it/s]\nEpoch 0: |          | 11102/? [1:16:57<00:00,  2.40it/s]\nEpoch 0: |          | 11103/? [1:16:57<00:00,  2.40it/s]\nEpoch 0: |          | 11103/? [1:16:57<00:00,  2.40it/s]\nEpoch 0: |          | 11104/? [1:16:58<00:00,  2.40it/s]\nEpoch 0: |          | 11104/? [1:16:58<00:00,  2.40it/s]\nEpoch 0: |          | 11105/? [1:16:58<00:00,  2.40it/s]\nEpoch 0: |          | 11105/? [1:16:58<00:00,  2.40it/s]\nEpoch 0: |          | 11106/? [1:16:59<00:00,  2.40it/s]\nEpoch 0: |          | 11106/? [1:16:59<00:00,  2.40it/s]\nEpoch 0: |          | 11107/? [1:16:59<00:00,  2.40it/s]\nEpoch 0: |          | 11107/? [1:16:59<00:00,  2.40it/s]\nEpoch 0: |          | 11108/? [1:16:59<00:00,  2.40it/s]\nEpoch 0: |          | 11108/? [1:16:59<00:00,  2.40it/s]\nEpoch 0: |          | 11109/? [1:17:00<00:00,  2.40it/s]\nEpoch 0: |          | 11109/? [1:17:00<00:00,  2.40it/s]\nEpoch 0: |          | 11110/? [1:17:00<00:00,  2.40it/s]\nEpoch 0: |          | 11110/? [1:17:00<00:00,  2.40it/s]\nEpoch 0: |          | 11111/? [1:17:01<00:00,  2.40it/s]\nEpoch 0: |          | 11111/? [1:17:01<00:00,  2.40it/s]\nEpoch 0: |          | 11112/? [1:17:01<00:00,  2.40it/s]\nEpoch 0: |          | 11112/? [1:17:01<00:00,  2.40it/s]\nEpoch 0: |          | 11113/? [1:17:01<00:00,  2.40it/s]\nEpoch 0: |          | 11113/? [1:17:01<00:00,  2.40it/s]\nEpoch 0: |          | 11114/? [1:17:02<00:00,  2.40it/s]\nEpoch 0: |          | 11114/? [1:17:02<00:00,  2.40it/s]\nEpoch 0: |          | 11115/? [1:17:02<00:00,  2.40it/s]\nEpoch 0: |          | 11115/? [1:17:02<00:00,  2.40it/s]\nEpoch 0: |          | 11116/? [1:17:03<00:00,  2.40it/s]\nEpoch 0: |          | 11116/? [1:17:03<00:00,  2.40it/s]\nEpoch 0: |          | 11117/? [1:17:03<00:00,  2.40it/s]\nEpoch 0: |          | 11117/? [1:17:03<00:00,  2.40it/s]\nEpoch 0: |          | 11118/? [1:17:03<00:00,  2.40it/s]\nEpoch 0: |          | 11118/? [1:17:03<00:00,  2.40it/s]\nEpoch 0: |          | 11119/? [1:17:04<00:00,  2.40it/s]\nEpoch 0: |          | 11119/? [1:17:04<00:00,  2.40it/s]\nEpoch 0: |          | 11120/? [1:17:04<00:00,  2.40it/s]\nEpoch 0: |          | 11120/? [1:17:04<00:00,  2.40it/s]\nEpoch 0: |          | 11121/? [1:17:05<00:00,  2.40it/s]\nEpoch 0: |          | 11121/? [1:17:05<00:00,  2.40it/s]\nEpoch 0: |          | 11122/? [1:17:05<00:00,  2.40it/s]\nEpoch 0: |          | 11122/? [1:17:05<00:00,  2.40it/s]\nEpoch 0: |          | 11123/? [1:17:05<00:00,  2.40it/s]\nEpoch 0: |          | 11123/? [1:17:05<00:00,  2.40it/s]\nEpoch 0: |          | 11124/? [1:17:06<00:00,  2.40it/s]\nEpoch 0: |          | 11124/? [1:17:06<00:00,  2.40it/s]\nEpoch 0: |          | 11125/? [1:17:06<00:00,  2.40it/s]\nEpoch 0: |          | 11125/? [1:17:06<00:00,  2.40it/s]\nEpoch 0: |          | 11126/? [1:17:07<00:00,  2.40it/s]\nEpoch 0: |          | 11126/? [1:17:07<00:00,  2.40it/s]\nEpoch 0: |          | 11127/? [1:17:07<00:00,  2.40it/s]\nEpoch 0: |          | 11127/? [1:17:07<00:00,  2.40it/s]\nEpoch 0: |          | 11128/? [1:17:07<00:00,  2.40it/s]\nEpoch 0: |          | 11128/? [1:17:07<00:00,  2.40it/s]\nEpoch 0: |          | 11129/? [1:17:08<00:00,  2.40it/s]\nEpoch 0: |          | 11129/? [1:17:08<00:00,  2.40it/s]\nEpoch 0: |          | 11130/? [1:17:08<00:00,  2.40it/s]\nEpoch 0: |          | 11130/? [1:17:08<00:00,  2.40it/s]\nEpoch 0: |          | 11131/? [1:17:09<00:00,  2.40it/s]\nEpoch 0: |          | 11131/? [1:17:09<00:00,  2.40it/s]\nEpoch 0: |          | 11132/? [1:17:09<00:00,  2.40it/s]\nEpoch 0: |          | 11132/? [1:17:09<00:00,  2.40it/s]\nEpoch 0: |          | 11133/? [1:17:09<00:00,  2.40it/s]\nEpoch 0: |          | 11133/? [1:17:09<00:00,  2.40it/s]\nEpoch 0: |          | 11134/? [1:17:10<00:00,  2.40it/s]\nEpoch 0: |          | 11134/? [1:17:10<00:00,  2.40it/s]\nEpoch 0: |          | 11135/? [1:17:10<00:00,  2.40it/s]\nEpoch 0: |          | 11135/? [1:17:10<00:00,  2.40it/s]\nEpoch 0: |          | 11136/? [1:17:11<00:00,  2.40it/s]\nEpoch 0: |          | 11136/? [1:17:11<00:00,  2.40it/s]\nEpoch 0: |          | 11137/? [1:17:11<00:00,  2.40it/s]\nEpoch 0: |          | 11137/? [1:17:11<00:00,  2.40it/s]\nEpoch 0: |          | 11138/? [1:17:11<00:00,  2.40it/s]\nEpoch 0: |          | 11138/? [1:17:11<00:00,  2.40it/s]\nEpoch 0: |          | 11139/? [1:17:12<00:00,  2.40it/s]\nEpoch 0: |          | 11139/? [1:17:12<00:00,  2.40it/s]\nEpoch 0: |          | 11140/? [1:17:12<00:00,  2.40it/s]\nEpoch 0: |          | 11140/? [1:17:12<00:00,  2.40it/s]\nEpoch 0: |          | 11141/? [1:17:13<00:00,  2.40it/s]\nEpoch 0: |          | 11141/? [1:17:13<00:00,  2.40it/s]\nEpoch 0: |          | 11142/? [1:17:13<00:00,  2.40it/s]\nEpoch 0: |          | 11142/? [1:17:13<00:00,  2.40it/s]\nEpoch 0: |          | 11143/? [1:17:13<00:00,  2.40it/s]\nEpoch 0: |          | 11143/? [1:17:13<00:00,  2.40it/s]\nEpoch 0: |          | 11144/? [1:17:14<00:00,  2.40it/s]\nEpoch 0: |          | 11144/? [1:17:14<00:00,  2.40it/s]\nEpoch 0: |          | 11145/? [1:17:14<00:00,  2.40it/s]\nEpoch 0: |          | 11145/? [1:17:14<00:00,  2.40it/s]\nEpoch 0: |          | 11146/? [1:17:14<00:00,  2.40it/s]\nEpoch 0: |          | 11146/? [1:17:14<00:00,  2.40it/s]\nEpoch 0: |          | 11147/? [1:17:15<00:00,  2.40it/s]\nEpoch 0: |          | 11147/? [1:17:15<00:00,  2.40it/s]\nEpoch 0: |          | 11148/? [1:17:15<00:00,  2.40it/s]\nEpoch 0: |          | 11148/? [1:17:15<00:00,  2.40it/s]\nEpoch 0: |          | 11149/? [1:17:16<00:00,  2.40it/s]\nEpoch 0: |          | 11149/? [1:17:16<00:00,  2.40it/s]\nEpoch 0: |          | 11150/? [1:17:16<00:00,  2.40it/s]\nEpoch 0: |          | 11150/? [1:17:16<00:00,  2.40it/s]\nEpoch 0: |          | 11151/? [1:17:16<00:00,  2.40it/s]\nEpoch 0: |          | 11151/? [1:17:16<00:00,  2.40it/s]\nEpoch 0: |          | 11152/? [1:17:17<00:00,  2.40it/s]\nEpoch 0: |          | 11152/? [1:17:17<00:00,  2.40it/s]\nEpoch 0: |          | 11153/? [1:17:17<00:00,  2.40it/s]\nEpoch 0: |          | 11153/? [1:17:17<00:00,  2.40it/s]\nEpoch 0: |          | 11154/? [1:17:18<00:00,  2.40it/s]\nEpoch 0: |          | 11154/? [1:17:18<00:00,  2.40it/s]\nEpoch 0: |          | 11155/? [1:17:18<00:00,  2.40it/s]\nEpoch 0: |          | 11155/? [1:17:18<00:00,  2.40it/s]\nEpoch 0: |          | 11156/? [1:17:18<00:00,  2.40it/s]\nEpoch 0: |          | 11156/? [1:17:18<00:00,  2.40it/s]\nEpoch 0: |          | 11157/? [1:17:19<00:00,  2.40it/s]\nEpoch 0: |          | 11157/? [1:17:19<00:00,  2.40it/s]\nEpoch 0: |          | 11158/? [1:17:19<00:00,  2.40it/s]\nEpoch 0: |          | 11158/? [1:17:19<00:00,  2.40it/s]\nEpoch 0: |          | 11159/? [1:17:20<00:00,  2.40it/s]\nEpoch 0: |          | 11159/? [1:17:20<00:00,  2.40it/s]\nEpoch 0: |          | 11160/? [1:17:20<00:00,  2.40it/s]\nEpoch 0: |          | 11160/? [1:17:20<00:00,  2.40it/s]\nEpoch 0: |          | 11161/? [1:17:21<00:00,  2.40it/s]\nEpoch 0: |          | 11161/? [1:17:21<00:00,  2.40it/s]\nEpoch 0: |          | 11162/? [1:17:21<00:00,  2.40it/s]\nEpoch 0: |          | 11162/? [1:17:21<00:00,  2.40it/s]\nEpoch 0: |          | 11163/? [1:17:21<00:00,  2.40it/s]\nEpoch 0: |          | 11163/? [1:17:21<00:00,  2.40it/s]\nEpoch 0: |          | 11164/? [1:17:22<00:00,  2.40it/s]\nEpoch 0: |          | 11164/? [1:17:22<00:00,  2.40it/s]\nEpoch 0: |          | 11165/? [1:17:22<00:00,  2.40it/s]\nEpoch 0: |          | 11165/? [1:17:22<00:00,  2.40it/s]\nEpoch 0: |          | 11166/? [1:17:23<00:00,  2.40it/s]\nEpoch 0: |          | 11166/? [1:17:23<00:00,  2.40it/s]\nEpoch 0: |          | 11167/? [1:17:23<00:00,  2.40it/s]\nEpoch 0: |          | 11167/? [1:17:23<00:00,  2.40it/s]\nEpoch 0: |          | 11168/? [1:17:24<00:00,  2.40it/s]\nEpoch 0: |          | 11168/? [1:17:24<00:00,  2.40it/s]\nEpoch 0: |          | 11169/? [1:17:24<00:00,  2.40it/s]\nEpoch 0: |          | 11169/? [1:17:24<00:00,  2.40it/s]\nEpoch 0: |          | 11170/? [1:17:24<00:00,  2.40it/s]\nEpoch 0: |          | 11170/? [1:17:24<00:00,  2.40it/s]\nEpoch 0: |          | 11171/? [1:17:25<00:00,  2.40it/s]\nEpoch 0: |          | 11171/? [1:17:25<00:00,  2.40it/s]\nEpoch 0: |          | 11172/? [1:17:25<00:00,  2.40it/s]\nEpoch 0: |          | 11172/? [1:17:25<00:00,  2.40it/s]\nEpoch 0: |          | 11173/? [1:17:26<00:00,  2.40it/s]\nEpoch 0: |          | 11173/? [1:17:26<00:00,  2.40it/s]\nEpoch 0: |          | 11174/? [1:17:26<00:00,  2.40it/s]\nEpoch 0: |          | 11174/? [1:17:26<00:00,  2.40it/s]\nEpoch 0: |          | 11175/? [1:17:26<00:00,  2.40it/s]\nEpoch 0: |          | 11175/? [1:17:26<00:00,  2.40it/s]\nEpoch 0: |          | 11176/? [1:17:27<00:00,  2.40it/s]\nEpoch 0: |          | 11176/? [1:17:27<00:00,  2.40it/s]\nEpoch 0: |          | 11177/? [1:17:27<00:00,  2.40it/s]\nEpoch 0: |          | 11177/? [1:17:27<00:00,  2.40it/s]\nEpoch 0: |          | 11178/? [1:17:28<00:00,  2.40it/s]\nEpoch 0: |          | 11178/? [1:17:28<00:00,  2.40it/s]\nEpoch 0: |          | 11179/? [1:17:28<00:00,  2.40it/s]\nEpoch 0: |          | 11179/? [1:17:28<00:00,  2.40it/s]\nEpoch 0: |          | 11180/? [1:17:28<00:00,  2.40it/s]\nEpoch 0: |          | 11180/? [1:17:28<00:00,  2.40it/s]\nEpoch 0: |          | 11181/? [1:17:29<00:00,  2.40it/s]\nEpoch 0: |          | 11181/? [1:17:29<00:00,  2.40it/s]\nEpoch 0: |          | 11182/? [1:17:29<00:00,  2.40it/s]\nEpoch 0: |          | 11182/? [1:17:29<00:00,  2.40it/s]\nEpoch 0: |          | 11183/? [1:17:30<00:00,  2.40it/s]\nEpoch 0: |          | 11183/? [1:17:30<00:00,  2.40it/s]\nEpoch 0: |          | 11184/? [1:17:30<00:00,  2.40it/s]\nEpoch 0: |          | 11184/? [1:17:30<00:00,  2.40it/s]\nEpoch 0: |          | 11185/? [1:17:30<00:00,  2.40it/s]\nEpoch 0: |          | 11185/? [1:17:30<00:00,  2.40it/s]\nEpoch 0: |          | 11186/? [1:17:31<00:00,  2.40it/s]\nEpoch 0: |          | 11186/? [1:17:31<00:00,  2.40it/s]\nEpoch 0: |          | 11187/? [1:17:31<00:00,  2.40it/s]\nEpoch 0: |          | 11187/? [1:17:31<00:00,  2.40it/s]\nEpoch 0: |          | 11188/? [1:17:32<00:00,  2.40it/s]\nEpoch 0: |          | 11188/? [1:17:32<00:00,  2.40it/s]\nEpoch 0: |          | 11189/? [1:17:32<00:00,  2.40it/s]\nEpoch 0: |          | 11189/? [1:17:32<00:00,  2.40it/s]\nEpoch 0: |          | 11190/? [1:17:33<00:00,  2.40it/s]\nEpoch 0: |          | 11190/? [1:17:33<00:00,  2.40it/s]\nEpoch 0: |          | 11191/? [1:17:33<00:00,  2.40it/s]\nEpoch 0: |          | 11191/? [1:17:33<00:00,  2.40it/s]\nEpoch 0: |          | 11192/? [1:17:33<00:00,  2.40it/s]\nEpoch 0: |          | 11192/? [1:17:33<00:00,  2.40it/s]\nEpoch 0: |          | 11193/? [1:17:34<00:00,  2.40it/s]\nEpoch 0: |          | 11193/? [1:17:34<00:00,  2.40it/s]\nEpoch 0: |          | 11194/? [1:17:34<00:00,  2.40it/s]\nEpoch 0: |          | 11194/? [1:17:34<00:00,  2.40it/s]\nEpoch 0: |          | 11195/? [1:17:35<00:00,  2.40it/s]\nEpoch 0: |          | 11195/? [1:17:35<00:00,  2.40it/s]\nEpoch 0: |          | 11196/? [1:17:35<00:00,  2.40it/s]\nEpoch 0: |          | 11196/? [1:17:35<00:00,  2.40it/s]\nEpoch 0: |          | 11197/? [1:17:35<00:00,  2.40it/s]\nEpoch 0: |          | 11197/? [1:17:35<00:00,  2.40it/s]\nEpoch 0: |          | 11198/? [1:17:36<00:00,  2.40it/s]\nEpoch 0: |          | 11198/? [1:17:36<00:00,  2.40it/s]\nEpoch 0: |          | 11199/? [1:17:36<00:00,  2.40it/s]\nEpoch 0: |          | 11199/? [1:17:36<00:00,  2.40it/s]\nEpoch 0: |          | 11200/? [1:17:36<00:00,  2.41it/s]\nEpoch 0: |          | 11200/? [1:17:36<00:00,  2.41it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.73it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.82it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.88it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.86it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 11200/? [1:17:37<00:00,  2.40it/s]\nEpoch 0: |          | 11201/? [1:17:37<00:00,  2.40it/s]\nEpoch 0: |          | 11201/? [1:17:37<00:00,  2.40it/s]\nEpoch 0: |          | 11202/? [1:17:38<00:00,  2.40it/s]\nEpoch 0: |          | 11202/? [1:17:38<00:00,  2.40it/s]\nEpoch 0: |          | 11203/? [1:17:38<00:00,  2.40it/s]\nEpoch 0: |          | 11203/? [1:17:38<00:00,  2.40it/s]\nEpoch 0: |          | 11204/? [1:17:38<00:00,  2.40it/s]\nEpoch 0: |          | 11204/? [1:17:38<00:00,  2.40it/s]\nEpoch 0: |          | 11205/? [1:17:39<00:00,  2.40it/s]\nEpoch 0: |          | 11205/? [1:17:39<00:00,  2.40it/s]\nEpoch 0: |          | 11206/? [1:17:39<00:00,  2.40it/s]\nEpoch 0: |          | 11206/? [1:17:39<00:00,  2.40it/s]\nEpoch 0: |          | 11207/? [1:17:40<00:00,  2.40it/s]\nEpoch 0: |          | 11207/? [1:17:40<00:00,  2.40it/s]\nEpoch 0: |          | 11208/? [1:17:40<00:00,  2.40it/s]\nEpoch 0: |          | 11208/? [1:17:40<00:00,  2.40it/s]\nEpoch 0: |          | 11209/? [1:17:41<00:00,  2.40it/s]\nEpoch 0: |          | 11209/? [1:17:41<00:00,  2.40it/s]\nEpoch 0: |          | 11210/? [1:17:41<00:00,  2.40it/s]\nEpoch 0: |          | 11210/? [1:17:41<00:00,  2.40it/s]\nEpoch 0: |          | 11211/? [1:17:41<00:00,  2.40it/s]\nEpoch 0: |          | 11211/? [1:17:41<00:00,  2.40it/s]\nEpoch 0: |          | 11212/? [1:17:42<00:00,  2.40it/s]\nEpoch 0: |          | 11212/? [1:17:42<00:00,  2.40it/s]\nEpoch 0: |          | 11213/? [1:17:42<00:00,  2.40it/s]\nEpoch 0: |          | 11213/? [1:17:42<00:00,  2.40it/s]\nEpoch 0: |          | 11214/? [1:17:43<00:00,  2.40it/s]\nEpoch 0: |          | 11214/? [1:17:43<00:00,  2.40it/s]\nEpoch 0: |          | 11215/? [1:17:43<00:00,  2.40it/s]\nEpoch 0: |          | 11215/? [1:17:43<00:00,  2.40it/s]\nEpoch 0: |          | 11216/? [1:17:43<00:00,  2.40it/s]\nEpoch 0: |          | 11216/? [1:17:43<00:00,  2.40it/s]\nEpoch 0: |          | 11217/? [1:17:44<00:00,  2.40it/s]\nEpoch 0: |          | 11217/? [1:17:44<00:00,  2.40it/s]\nEpoch 0: |          | 11218/? [1:17:44<00:00,  2.40it/s]\nEpoch 0: |          | 11218/? [1:17:44<00:00,  2.40it/s]\nEpoch 0: |          | 11219/? [1:17:44<00:00,  2.40it/s]\nEpoch 0: |          | 11219/? [1:17:44<00:00,  2.40it/s]\nEpoch 0: |          | 11220/? [1:17:45<00:00,  2.40it/s]\nEpoch 0: |          | 11220/? [1:17:45<00:00,  2.40it/s]\nEpoch 0: |          | 11221/? [1:17:45<00:00,  2.40it/s]\nEpoch 0: |          | 11221/? [1:17:45<00:00,  2.40it/s]\nEpoch 0: |          | 11222/? [1:17:46<00:00,  2.40it/s]\nEpoch 0: |          | 11222/? [1:17:46<00:00,  2.40it/s]\nEpoch 0: |          | 11223/? [1:17:46<00:00,  2.40it/s]\nEpoch 0: |          | 11223/? [1:17:46<00:00,  2.40it/s]\nEpoch 0: |          | 11224/? [1:17:46<00:00,  2.41it/s]\nEpoch 0: |          | 11224/? [1:17:46<00:00,  2.41it/s]\nEpoch 0: |          | 11225/? [1:17:47<00:00,  2.40it/s]\nEpoch 0: |          | 11225/? [1:17:47<00:00,  2.40it/s]\nEpoch 0: |          | 11226/? [1:17:47<00:00,  2.41it/s]\nEpoch 0: |          | 11226/? [1:17:47<00:00,  2.41it/s]\nEpoch 0: |          | 11227/? [1:17:48<00:00,  2.40it/s]\nEpoch 0: |          | 11227/? [1:17:48<00:00,  2.40it/s]\nEpoch 0: |          | 11228/? [1:17:48<00:00,  2.41it/s]\nEpoch 0: |          | 11228/? [1:17:48<00:00,  2.41it/s]\nEpoch 0: |          | 11229/? [1:17:48<00:00,  2.41it/s]\nEpoch 0: |          | 11229/? [1:17:48<00:00,  2.41it/s]\nEpoch 0: |          | 11230/? [1:17:49<00:00,  2.41it/s]\nEpoch 0: |          | 11230/? [1:17:49<00:00,  2.41it/s]\nEpoch 0: |          | 11231/? [1:17:49<00:00,  2.41it/s]\nEpoch 0: |          | 11231/? [1:17:49<00:00,  2.41it/s]\nEpoch 0: |          | 11232/? [1:17:50<00:00,  2.41it/s]\nEpoch 0: |          | 11232/? [1:17:50<00:00,  2.41it/s]\nEpoch 0: |          | 11233/? [1:17:50<00:00,  2.41it/s]\nEpoch 0: |          | 11233/? [1:17:50<00:00,  2.41it/s]\nEpoch 0: |          | 11234/? [1:17:50<00:00,  2.41it/s]\nEpoch 0: |          | 11234/? [1:17:50<00:00,  2.41it/s]\nEpoch 0: |          | 11235/? [1:17:51<00:00,  2.41it/s]\nEpoch 0: |          | 11235/? [1:17:51<00:00,  2.41it/s]\nEpoch 0: |          | 11236/? [1:17:51<00:00,  2.41it/s]\nEpoch 0: |          | 11236/? [1:17:51<00:00,  2.41it/s]\nEpoch 0: |          | 11237/? [1:17:52<00:00,  2.41it/s]\nEpoch 0: |          | 11237/? [1:17:52<00:00,  2.41it/s]\nEpoch 0: |          | 11238/? [1:17:52<00:00,  2.41it/s]\nEpoch 0: |          | 11238/? [1:17:52<00:00,  2.41it/s]\nEpoch 0: |          | 11239/? [1:17:52<00:00,  2.41it/s]\nEpoch 0: |          | 11239/? [1:17:52<00:00,  2.41it/s]\nEpoch 0: |          | 11240/? [1:17:53<00:00,  2.41it/s]\nEpoch 0: |          | 11240/? [1:17:53<00:00,  2.41it/s]\nEpoch 0: |          | 11241/? [1:17:53<00:00,  2.41it/s]\nEpoch 0: |          | 11241/? [1:17:53<00:00,  2.41it/s]\nEpoch 0: |          | 11242/? [1:17:54<00:00,  2.41it/s]\nEpoch 0: |          | 11242/? [1:17:54<00:00,  2.41it/s]\nEpoch 0: |          | 11243/? [1:17:54<00:00,  2.41it/s]\nEpoch 0: |          | 11243/? [1:17:54<00:00,  2.41it/s]\nEpoch 0: |          | 11244/? [1:17:54<00:00,  2.41it/s]\nEpoch 0: |          | 11244/? [1:17:54<00:00,  2.41it/s]\nEpoch 0: |          | 11245/? [1:17:55<00:00,  2.41it/s]\nEpoch 0: |          | 11245/? [1:17:55<00:00,  2.41it/s]\nEpoch 0: |          | 11246/? [1:17:55<00:00,  2.41it/s]\nEpoch 0: |          | 11246/? [1:17:55<00:00,  2.41it/s]\nEpoch 0: |          | 11247/? [1:17:56<00:00,  2.41it/s]\nEpoch 0: |          | 11247/? [1:17:56<00:00,  2.41it/s]\nEpoch 0: |          | 11248/? [1:17:56<00:00,  2.41it/s]\nEpoch 0: |          | 11248/? [1:17:56<00:00,  2.41it/s]\nEpoch 0: |          | 11249/? [1:17:57<00:00,  2.41it/s]\nEpoch 0: |          | 11249/? [1:17:57<00:00,  2.41it/s]\nEpoch 0: |          | 11250/? [1:17:57<00:00,  2.41it/s]\nEpoch 0: |          | 11250/? [1:17:57<00:00,  2.41it/s]\nEpoch 0: |          | 11251/? [1:17:57<00:00,  2.41it/s]\nEpoch 0: |          | 11251/? [1:17:57<00:00,  2.41it/s]\nEpoch 0: |          | 11252/? [1:17:58<00:00,  2.41it/s]\nEpoch 0: |          | 11252/? [1:17:58<00:00,  2.41it/s]\nEpoch 0: |          | 11253/? [1:17:58<00:00,  2.41it/s]\nEpoch 0: |          | 11253/? [1:17:58<00:00,  2.41it/s]\nEpoch 0: |          | 11254/? [1:17:59<00:00,  2.41it/s]\nEpoch 0: |          | 11254/? [1:17:59<00:00,  2.41it/s]\nEpoch 0: |          | 11255/? [1:17:59<00:00,  2.41it/s]\nEpoch 0: |          | 11255/? [1:17:59<00:00,  2.41it/s]\nEpoch 0: |          | 11256/? [1:17:59<00:00,  2.41it/s]\nEpoch 0: |          | 11256/? [1:17:59<00:00,  2.41it/s]\nEpoch 0: |          | 11257/? [1:18:00<00:00,  2.41it/s]\nEpoch 0: |          | 11257/? [1:18:00<00:00,  2.41it/s]\nEpoch 0: |          | 11258/? [1:18:00<00:00,  2.41it/s]\nEpoch 0: |          | 11258/? [1:18:00<00:00,  2.41it/s]\nEpoch 0: |          | 11259/? [1:18:01<00:00,  2.41it/s]\nEpoch 0: |          | 11259/? [1:18:01<00:00,  2.41it/s]\nEpoch 0: |          | 11260/? [1:18:01<00:00,  2.41it/s]\nEpoch 0: |          | 11260/? [1:18:01<00:00,  2.41it/s]\nEpoch 0: |          | 11261/? [1:18:01<00:00,  2.41it/s]\nEpoch 0: |          | 11261/? [1:18:01<00:00,  2.41it/s]\nEpoch 0: |          | 11262/? [1:18:02<00:00,  2.41it/s]\nEpoch 0: |          | 11262/? [1:18:02<00:00,  2.41it/s]\nEpoch 0: |          | 11263/? [1:18:02<00:00,  2.41it/s]\nEpoch 0: |          | 11263/? [1:18:02<00:00,  2.41it/s]\nEpoch 0: |          | 11264/? [1:18:03<00:00,  2.41it/s]\nEpoch 0: |          | 11264/? [1:18:03<00:00,  2.41it/s]\nEpoch 0: |          | 11265/? [1:18:03<00:00,  2.41it/s]\nEpoch 0: |          | 11265/? [1:18:03<00:00,  2.41it/s]\nEpoch 0: |          | 11266/? [1:18:03<00:00,  2.41it/s]\nEpoch 0: |          | 11266/? [1:18:03<00:00,  2.41it/s]\nEpoch 0: |          | 11267/? [1:18:04<00:00,  2.41it/s]\nEpoch 0: |          | 11267/? [1:18:04<00:00,  2.41it/s]\nEpoch 0: |          | 11268/? [1:18:04<00:00,  2.41it/s]\nEpoch 0: |          | 11268/? [1:18:04<00:00,  2.41it/s]\nEpoch 0: |          | 11269/? [1:18:05<00:00,  2.41it/s]\nEpoch 0: |          | 11269/? [1:18:05<00:00,  2.41it/s]\nEpoch 0: |          | 11270/? [1:18:05<00:00,  2.41it/s]\nEpoch 0: |          | 11270/? [1:18:05<00:00,  2.41it/s]\nEpoch 0: |          | 11271/? [1:18:06<00:00,  2.41it/s]\nEpoch 0: |          | 11271/? [1:18:06<00:00,  2.41it/s]\nEpoch 0: |          | 11272/? [1:18:06<00:00,  2.41it/s]\nEpoch 0: |          | 11272/? [1:18:06<00:00,  2.41it/s]\nEpoch 0: |          | 11273/? [1:18:06<00:00,  2.41it/s]\nEpoch 0: |          | 11273/? [1:18:06<00:00,  2.41it/s]\nEpoch 0: |          | 11274/? [1:18:07<00:00,  2.41it/s]\nEpoch 0: |          | 11274/? [1:18:07<00:00,  2.41it/s]\nEpoch 0: |          | 11275/? [1:18:07<00:00,  2.41it/s]\nEpoch 0: |          | 11275/? [1:18:07<00:00,  2.41it/s]\nEpoch 0: |          | 11276/? [1:18:08<00:00,  2.41it/s]\nEpoch 0: |          | 11276/? [1:18:08<00:00,  2.41it/s]\nEpoch 0: |          | 11277/? [1:18:08<00:00,  2.41it/s]\nEpoch 0: |          | 11277/? [1:18:08<00:00,  2.41it/s]\nEpoch 0: |          | 11278/? [1:18:08<00:00,  2.41it/s]\nEpoch 0: |          | 11278/? [1:18:08<00:00,  2.41it/s]\nEpoch 0: |          | 11279/? [1:18:09<00:00,  2.41it/s]\nEpoch 0: |          | 11279/? [1:18:09<00:00,  2.41it/s]\nEpoch 0: |          | 11280/? [1:18:09<00:00,  2.41it/s]\nEpoch 0: |          | 11280/? [1:18:09<00:00,  2.41it/s]\nEpoch 0: |          | 11281/? [1:18:10<00:00,  2.41it/s]\nEpoch 0: |          | 11281/? [1:18:10<00:00,  2.41it/s]\nEpoch 0: |          | 11282/? [1:18:10<00:00,  2.41it/s]\nEpoch 0: |          | 11282/? [1:18:10<00:00,  2.41it/s]\nEpoch 0: |          | 11283/? [1:18:10<00:00,  2.41it/s]\nEpoch 0: |          | 11283/? [1:18:10<00:00,  2.41it/s]\nEpoch 0: |          | 11284/? [1:18:11<00:00,  2.41it/s]\nEpoch 0: |          | 11284/? [1:18:11<00:00,  2.41it/s]\nEpoch 0: |          | 11285/? [1:18:11<00:00,  2.41it/s]\nEpoch 0: |          | 11285/? [1:18:11<00:00,  2.41it/s]\nEpoch 0: |          | 11286/? [1:18:12<00:00,  2.41it/s]\nEpoch 0: |          | 11286/? [1:18:12<00:00,  2.41it/s]\nEpoch 0: |          | 11287/? [1:18:12<00:00,  2.41it/s]\nEpoch 0: |          | 11287/? [1:18:12<00:00,  2.41it/s]\nEpoch 0: |          | 11288/? [1:18:12<00:00,  2.41it/s]\nEpoch 0: |          | 11288/? [1:18:12<00:00,  2.41it/s]\nEpoch 0: |          | 11289/? [1:18:13<00:00,  2.41it/s]\nEpoch 0: |          | 11289/? [1:18:13<00:00,  2.41it/s]\nEpoch 0: |          | 11290/? [1:18:13<00:00,  2.41it/s]\nEpoch 0: |          | 11290/? [1:18:13<00:00,  2.41it/s]\nEpoch 0: |          | 11291/? [1:18:14<00:00,  2.41it/s]\nEpoch 0: |          | 11291/? [1:18:14<00:00,  2.41it/s]\nEpoch 0: |          | 11292/? [1:18:14<00:00,  2.41it/s]\nEpoch 0: |          | 11292/? [1:18:14<00:00,  2.41it/s]\nEpoch 0: |          | 11293/? [1:18:14<00:00,  2.41it/s]\nEpoch 0: |          | 11293/? [1:18:14<00:00,  2.41it/s]\nEpoch 0: |          | 11294/? [1:18:15<00:00,  2.41it/s]\nEpoch 0: |          | 11294/? [1:18:15<00:00,  2.41it/s]\nEpoch 0: |          | 11295/? [1:18:15<00:00,  2.41it/s]\nEpoch 0: |          | 11295/? [1:18:15<00:00,  2.41it/s]\nEpoch 0: |          | 11296/? [1:18:16<00:00,  2.41it/s]\nEpoch 0: |          | 11296/? [1:18:16<00:00,  2.41it/s]\nEpoch 0: |          | 11297/? [1:18:16<00:00,  2.41it/s]\nEpoch 0: |          | 11297/? [1:18:16<00:00,  2.41it/s]\nEpoch 0: |          | 11298/? [1:18:16<00:00,  2.41it/s]\nEpoch 0: |          | 11298/? [1:18:16<00:00,  2.41it/s]\nEpoch 0: |          | 11299/? [1:18:17<00:00,  2.41it/s]\nEpoch 0: |          | 11299/? [1:18:17<00:00,  2.41it/s]\nEpoch 0: |          | 11300/? [1:18:17<00:00,  2.41it/s]\nEpoch 0: |          | 11300/? [1:18:17<00:00,  2.41it/s]\nEpoch 0: |          | 11301/? [1:18:18<00:00,  2.41it/s]\nEpoch 0: |          | 11301/? [1:18:18<00:00,  2.41it/s]\nEpoch 0: |          | 11302/? [1:18:18<00:00,  2.41it/s]\nEpoch 0: |          | 11302/? [1:18:18<00:00,  2.41it/s]\nEpoch 0: |          | 11303/? [1:18:18<00:00,  2.41it/s]\nEpoch 0: |          | 11303/? [1:18:18<00:00,  2.41it/s]\nEpoch 0: |          | 11304/? [1:18:19<00:00,  2.41it/s]\nEpoch 0: |          | 11304/? [1:18:19<00:00,  2.41it/s]\nEpoch 0: |          | 11305/? [1:18:19<00:00,  2.41it/s]\nEpoch 0: |          | 11305/? [1:18:19<00:00,  2.41it/s]\nEpoch 0: |          | 11306/? [1:18:20<00:00,  2.41it/s]\nEpoch 0: |          | 11306/? [1:18:20<00:00,  2.41it/s]\nEpoch 0: |          | 11307/? [1:18:20<00:00,  2.41it/s]\nEpoch 0: |          | 11307/? [1:18:20<00:00,  2.41it/s]\nEpoch 0: |          | 11308/? [1:18:20<00:00,  2.41it/s]\nEpoch 0: |          | 11308/? [1:18:20<00:00,  2.41it/s]\nEpoch 0: |          | 11309/? [1:18:21<00:00,  2.41it/s]\nEpoch 0: |          | 11309/? [1:18:21<00:00,  2.41it/s]\nEpoch 0: |          | 11310/? [1:18:21<00:00,  2.41it/s]\nEpoch 0: |          | 11310/? [1:18:21<00:00,  2.41it/s]\nEpoch 0: |          | 11311/? [1:18:22<00:00,  2.41it/s]\nEpoch 0: |          | 11311/? [1:18:22<00:00,  2.41it/s]\nEpoch 0: |          | 11312/? [1:18:22<00:00,  2.41it/s]\nEpoch 0: |          | 11312/? [1:18:22<00:00,  2.41it/s]\nEpoch 0: |          | 11313/? [1:18:23<00:00,  2.41it/s]\nEpoch 0: |          | 11313/? [1:18:23<00:00,  2.41it/s]\nEpoch 0: |          | 11314/? [1:18:23<00:00,  2.41it/s]\nEpoch 0: |          | 11314/? [1:18:23<00:00,  2.41it/s]\nEpoch 0: |          | 11315/? [1:18:23<00:00,  2.41it/s]\nEpoch 0: |          | 11315/? [1:18:23<00:00,  2.41it/s]\nEpoch 0: |          | 11316/? [1:18:24<00:00,  2.41it/s]\nEpoch 0: |          | 11316/? [1:18:24<00:00,  2.41it/s]\nEpoch 0: |          | 11317/? [1:18:24<00:00,  2.41it/s]\nEpoch 0: |          | 11317/? [1:18:24<00:00,  2.41it/s]\nEpoch 0: |          | 11318/? [1:18:24<00:00,  2.41it/s]\nEpoch 0: |          | 11318/? [1:18:24<00:00,  2.41it/s]\nEpoch 0: |          | 11319/? [1:18:25<00:00,  2.41it/s]\nEpoch 0: |          | 11319/? [1:18:25<00:00,  2.41it/s]\nEpoch 0: |          | 11320/? [1:18:25<00:00,  2.41it/s]\nEpoch 0: |          | 11320/? [1:18:25<00:00,  2.41it/s]\nEpoch 0: |          | 11321/? [1:18:26<00:00,  2.41it/s]\nEpoch 0: |          | 11321/? [1:18:26<00:00,  2.41it/s]\nEpoch 0: |          | 11322/? [1:18:26<00:00,  2.41it/s]\nEpoch 0: |          | 11322/? [1:18:26<00:00,  2.41it/s]\nEpoch 0: |          | 11323/? [1:18:26<00:00,  2.41it/s]\nEpoch 0: |          | 11323/? [1:18:26<00:00,  2.41it/s]\nEpoch 0: |          | 11324/? [1:18:27<00:00,  2.41it/s]\nEpoch 0: |          | 11324/? [1:18:27<00:00,  2.41it/s]\nEpoch 0: |          | 11325/? [1:18:27<00:00,  2.41it/s]\nEpoch 0: |          | 11325/? [1:18:27<00:00,  2.41it/s]\nEpoch 0: |          | 11326/? [1:18:28<00:00,  2.41it/s]\nEpoch 0: |          | 11326/? [1:18:28<00:00,  2.41it/s]\nEpoch 0: |          | 11327/? [1:18:28<00:00,  2.41it/s]\nEpoch 0: |          | 11327/? [1:18:28<00:00,  2.41it/s]\nEpoch 0: |          | 11328/? [1:18:28<00:00,  2.41it/s]\nEpoch 0: |          | 11328/? [1:18:28<00:00,  2.41it/s]\nEpoch 0: |          | 11329/? [1:18:29<00:00,  2.41it/s]\nEpoch 0: |          | 11329/? [1:18:29<00:00,  2.41it/s]\nEpoch 0: |          | 11330/? [1:18:29<00:00,  2.41it/s]\nEpoch 0: |          | 11330/? [1:18:29<00:00,  2.41it/s]\nEpoch 0: |          | 11331/? [1:18:30<00:00,  2.41it/s]\nEpoch 0: |          | 11331/? [1:18:30<00:00,  2.41it/s]\nEpoch 0: |          | 11332/? [1:18:30<00:00,  2.41it/s]\nEpoch 0: |          | 11332/? [1:18:30<00:00,  2.41it/s]\nEpoch 0: |          | 11333/? [1:18:30<00:00,  2.41it/s]\nEpoch 0: |          | 11333/? [1:18:30<00:00,  2.41it/s]\nEpoch 0: |          | 11334/? [1:18:31<00:00,  2.41it/s]\nEpoch 0: |          | 11334/? [1:18:31<00:00,  2.41it/s]\nEpoch 0: |          | 11335/? [1:18:31<00:00,  2.41it/s]\nEpoch 0: |          | 11335/? [1:18:31<00:00,  2.41it/s]\nEpoch 0: |          | 11336/? [1:18:32<00:00,  2.41it/s]\nEpoch 0: |          | 11336/? [1:18:32<00:00,  2.41it/s]\nEpoch 0: |          | 11337/? [1:18:32<00:00,  2.41it/s]\nEpoch 0: |          | 11337/? [1:18:32<00:00,  2.41it/s]\nEpoch 0: |          | 11338/? [1:18:32<00:00,  2.41it/s]\nEpoch 0: |          | 11338/? [1:18:32<00:00,  2.41it/s]\nEpoch 0: |          | 11339/? [1:18:33<00:00,  2.41it/s]\nEpoch 0: |          | 11339/? [1:18:33<00:00,  2.41it/s]\nEpoch 0: |          | 11340/? [1:18:33<00:00,  2.41it/s]\nEpoch 0: |          | 11340/? [1:18:33<00:00,  2.41it/s]\nEpoch 0: |          | 11341/? [1:18:34<00:00,  2.41it/s]\nEpoch 0: |          | 11341/? [1:18:34<00:00,  2.41it/s]\nEpoch 0: |          | 11342/? [1:18:34<00:00,  2.41it/s]\nEpoch 0: |          | 11342/? [1:18:34<00:00,  2.41it/s]\nEpoch 0: |          | 11343/? [1:18:34<00:00,  2.41it/s]\nEpoch 0: |          | 11343/? [1:18:34<00:00,  2.41it/s]\nEpoch 0: |          | 11344/? [1:18:35<00:00,  2.41it/s]\nEpoch 0: |          | 11344/? [1:18:35<00:00,  2.41it/s]\nEpoch 0: |          | 11345/? [1:18:35<00:00,  2.41it/s]\nEpoch 0: |          | 11345/? [1:18:35<00:00,  2.41it/s]\nEpoch 0: |          | 11346/? [1:18:36<00:00,  2.41it/s]\nEpoch 0: |          | 11346/? [1:18:36<00:00,  2.41it/s]\nEpoch 0: |          | 11347/? [1:18:36<00:00,  2.41it/s]\nEpoch 0: |          | 11347/? [1:18:36<00:00,  2.41it/s]\nEpoch 0: |          | 11348/? [1:18:37<00:00,  2.41it/s]\nEpoch 0: |          | 11348/? [1:18:37<00:00,  2.41it/s]\nEpoch 0: |          | 11349/? [1:18:37<00:00,  2.41it/s]\nEpoch 0: |          | 11349/? [1:18:37<00:00,  2.41it/s]\nEpoch 0: |          | 11350/? [1:18:37<00:00,  2.41it/s]\nEpoch 0: |          | 11350/? [1:18:37<00:00,  2.41it/s]\nEpoch 0: |          | 11351/? [1:18:38<00:00,  2.41it/s]\nEpoch 0: |          | 11351/? [1:18:38<00:00,  2.41it/s]\nEpoch 0: |          | 11352/? [1:18:38<00:00,  2.41it/s]\nEpoch 0: |          | 11352/? [1:18:38<00:00,  2.41it/s]\nEpoch 0: |          | 11353/? [1:18:39<00:00,  2.41it/s]\nEpoch 0: |          | 11353/? [1:18:39<00:00,  2.41it/s]\nEpoch 0: |          | 11354/? [1:18:39<00:00,  2.41it/s]\nEpoch 0: |          | 11354/? [1:18:39<00:00,  2.41it/s]\nEpoch 0: |          | 11355/? [1:18:39<00:00,  2.41it/s]\nEpoch 0: |          | 11355/? [1:18:39<00:00,  2.41it/s]\nEpoch 0: |          | 11356/? [1:18:40<00:00,  2.41it/s]\nEpoch 0: |          | 11356/? [1:18:40<00:00,  2.41it/s]\nEpoch 0: |          | 11357/? [1:18:40<00:00,  2.41it/s]\nEpoch 0: |          | 11357/? [1:18:40<00:00,  2.41it/s]\nEpoch 0: |          | 11358/? [1:18:41<00:00,  2.41it/s]\nEpoch 0: |          | 11358/? [1:18:41<00:00,  2.41it/s]\nEpoch 0: |          | 11359/? [1:18:41<00:00,  2.41it/s]\nEpoch 0: |          | 11359/? [1:18:41<00:00,  2.41it/s]\nEpoch 0: |          | 11360/? [1:18:41<00:00,  2.41it/s]\nEpoch 0: |          | 11360/? [1:18:41<00:00,  2.41it/s]\nEpoch 0: |          | 11361/? [1:18:42<00:00,  2.41it/s]\nEpoch 0: |          | 11361/? [1:18:42<00:00,  2.41it/s]\nEpoch 0: |          | 11362/? [1:18:42<00:00,  2.41it/s]\nEpoch 0: |          | 11362/? [1:18:42<00:00,  2.41it/s]\nEpoch 0: |          | 11363/? [1:18:43<00:00,  2.41it/s]\nEpoch 0: |          | 11363/? [1:18:43<00:00,  2.41it/s]\nEpoch 0: |          | 11364/? [1:18:43<00:00,  2.41it/s]\nEpoch 0: |          | 11364/? [1:18:43<00:00,  2.41it/s]\nEpoch 0: |          | 11365/? [1:18:43<00:00,  2.41it/s]\nEpoch 0: |          | 11365/? [1:18:43<00:00,  2.41it/s]\nEpoch 0: |          | 11366/? [1:18:44<00:00,  2.41it/s]\nEpoch 0: |          | 11366/? [1:18:44<00:00,  2.41it/s]\nEpoch 0: |          | 11367/? [1:18:44<00:00,  2.41it/s]\nEpoch 0: |          | 11367/? [1:18:44<00:00,  2.41it/s]\nEpoch 0: |          | 11368/? [1:18:45<00:00,  2.41it/s]\nEpoch 0: |          | 11368/? [1:18:45<00:00,  2.41it/s]\nEpoch 0: |          | 11369/? [1:18:45<00:00,  2.41it/s]\nEpoch 0: |          | 11369/? [1:18:45<00:00,  2.41it/s]\nEpoch 0: |          | 11370/? [1:18:45<00:00,  2.41it/s]\nEpoch 0: |          | 11370/? [1:18:45<00:00,  2.41it/s]\nEpoch 0: |          | 11371/? [1:18:46<00:00,  2.41it/s]\nEpoch 0: |          | 11371/? [1:18:46<00:00,  2.41it/s]\nEpoch 0: |          | 11372/? [1:18:46<00:00,  2.41it/s]\nEpoch 0: |          | 11372/? [1:18:46<00:00,  2.41it/s]\nEpoch 0: |          | 11373/? [1:18:47<00:00,  2.41it/s]\nEpoch 0: |          | 11373/? [1:18:47<00:00,  2.41it/s]\nEpoch 0: |          | 11374/? [1:18:47<00:00,  2.41it/s]\nEpoch 0: |          | 11374/? [1:18:47<00:00,  2.41it/s]\nEpoch 0: |          | 11375/? [1:18:47<00:00,  2.41it/s]\nEpoch 0: |          | 11375/? [1:18:47<00:00,  2.41it/s]\nEpoch 0: |          | 11376/? [1:18:48<00:00,  2.41it/s]\nEpoch 0: |          | 11376/? [1:18:48<00:00,  2.41it/s]\nEpoch 0: |          | 11377/? [1:18:48<00:00,  2.41it/s]\nEpoch 0: |          | 11377/? [1:18:48<00:00,  2.41it/s]\nEpoch 0: |          | 11378/? [1:18:49<00:00,  2.41it/s]\nEpoch 0: |          | 11378/? [1:18:49<00:00,  2.41it/s]\nEpoch 0: |          | 11379/? [1:18:49<00:00,  2.41it/s]\nEpoch 0: |          | 11379/? [1:18:49<00:00,  2.41it/s]\nEpoch 0: |          | 11380/? [1:18:49<00:00,  2.41it/s]\nEpoch 0: |          | 11380/? [1:18:49<00:00,  2.41it/s]\nEpoch 0: |          | 11381/? [1:18:50<00:00,  2.41it/s]\nEpoch 0: |          | 11381/? [1:18:50<00:00,  2.41it/s]\nEpoch 0: |          | 11382/? [1:18:50<00:00,  2.41it/s]\nEpoch 0: |          | 11382/? [1:18:50<00:00,  2.41it/s]\nEpoch 0: |          | 11383/? [1:18:51<00:00,  2.41it/s]\nEpoch 0: |          | 11383/? [1:18:51<00:00,  2.41it/s]\nEpoch 0: |          | 11384/? [1:18:51<00:00,  2.41it/s]\nEpoch 0: |          | 11384/? [1:18:51<00:00,  2.41it/s]\nEpoch 0: |          | 11385/? [1:18:51<00:00,  2.41it/s]\nEpoch 0: |          | 11385/? [1:18:51<00:00,  2.41it/s]\nEpoch 0: |          | 11386/? [1:18:52<00:00,  2.41it/s]\nEpoch 0: |          | 11386/? [1:18:52<00:00,  2.41it/s]\nEpoch 0: |          | 11387/? [1:18:52<00:00,  2.41it/s]\nEpoch 0: |          | 11387/? [1:18:52<00:00,  2.41it/s]\nEpoch 0: |          | 11388/? [1:18:53<00:00,  2.41it/s]\nEpoch 0: |          | 11388/? [1:18:53<00:00,  2.41it/s]\nEpoch 0: |          | 11389/? [1:18:53<00:00,  2.41it/s]\nEpoch 0: |          | 11389/? [1:18:53<00:00,  2.41it/s]\nEpoch 0: |          | 11390/? [1:18:53<00:00,  2.41it/s]\nEpoch 0: |          | 11390/? [1:18:53<00:00,  2.41it/s]\nEpoch 0: |          | 11391/? [1:18:54<00:00,  2.41it/s]\nEpoch 0: |          | 11391/? [1:18:54<00:00,  2.41it/s]\nEpoch 0: |          | 11392/? [1:18:54<00:00,  2.41it/s]\nEpoch 0: |          | 11392/? [1:18:54<00:00,  2.41it/s]\nEpoch 0: |          | 11393/? [1:18:55<00:00,  2.41it/s]\nEpoch 0: |          | 11393/? [1:18:55<00:00,  2.41it/s]\nEpoch 0: |          | 11394/? [1:18:55<00:00,  2.41it/s]\nEpoch 0: |          | 11394/? [1:18:55<00:00,  2.41it/s]\nEpoch 0: |          | 11395/? [1:18:55<00:00,  2.41it/s]\nEpoch 0: |          | 11395/? [1:18:55<00:00,  2.41it/s]\nEpoch 0: |          | 11396/? [1:18:56<00:00,  2.41it/s]\nEpoch 0: |          | 11396/? [1:18:56<00:00,  2.41it/s]\nEpoch 0: |          | 11397/? [1:18:56<00:00,  2.41it/s]\nEpoch 0: |          | 11397/? [1:18:56<00:00,  2.41it/s]\nEpoch 0: |          | 11398/? [1:18:57<00:00,  2.41it/s]\nEpoch 0: |          | 11398/? [1:18:57<00:00,  2.41it/s]\nEpoch 0: |          | 11399/? [1:18:57<00:00,  2.41it/s]\nEpoch 0: |          | 11399/? [1:18:57<00:00,  2.41it/s]\nEpoch 0: |          | 11400/? [1:18:57<00:00,  2.41it/s]\nEpoch 0: |          | 11400/? [1:18:57<00:00,  2.41it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.90it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.59it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.09it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.85it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 11400/? [1:18:58<00:00,  2.41it/s]\nEpoch 0: |          | 11401/? [1:18:58<00:00,  2.41it/s]\nEpoch 0: |          | 11401/? [1:18:58<00:00,  2.41it/s]\nEpoch 0: |          | 11402/? [1:18:59<00:00,  2.41it/s]\nEpoch 0: |          | 11402/? [1:18:59<00:00,  2.41it/s]\nEpoch 0: |          | 11403/? [1:18:59<00:00,  2.41it/s]\nEpoch 0: |          | 11403/? [1:18:59<00:00,  2.41it/s]\nEpoch 0: |          | 11404/? [1:18:59<00:00,  2.41it/s]\nEpoch 0: |          | 11404/? [1:18:59<00:00,  2.41it/s]\nEpoch 0: |          | 11405/? [1:19:00<00:00,  2.41it/s]\nEpoch 0: |          | 11405/? [1:19:00<00:00,  2.41it/s]\nEpoch 0: |          | 11406/? [1:19:00<00:00,  2.41it/s]\nEpoch 0: |          | 11406/? [1:19:00<00:00,  2.41it/s]\nEpoch 0: |          | 11407/? [1:19:01<00:00,  2.41it/s]\nEpoch 0: |          | 11407/? [1:19:01<00:00,  2.41it/s]\nEpoch 0: |          | 11408/? [1:19:01<00:00,  2.41it/s]\nEpoch 0: |          | 11408/? [1:19:01<00:00,  2.41it/s]\nEpoch 0: |          | 11409/? [1:19:02<00:00,  2.41it/s]\nEpoch 0: |          | 11409/? [1:19:02<00:00,  2.41it/s]\nEpoch 0: |          | 11410/? [1:19:02<00:00,  2.41it/s]\nEpoch 0: |          | 11410/? [1:19:02<00:00,  2.41it/s]\nEpoch 0: |          | 11411/? [1:19:02<00:00,  2.41it/s]\nEpoch 0: |          | 11411/? [1:19:02<00:00,  2.41it/s]\nEpoch 0: |          | 11412/? [1:19:03<00:00,  2.41it/s]\nEpoch 0: |          | 11412/? [1:19:03<00:00,  2.41it/s]\nEpoch 0: |          | 11413/? [1:19:03<00:00,  2.41it/s]\nEpoch 0: |          | 11413/? [1:19:03<00:00,  2.41it/s]\nEpoch 0: |          | 11414/? [1:19:04<00:00,  2.41it/s]\nEpoch 0: |          | 11414/? [1:19:04<00:00,  2.41it/s]\nEpoch 0: |          | 11415/? [1:19:04<00:00,  2.41it/s]\nEpoch 0: |          | 11415/? [1:19:04<00:00,  2.41it/s]\nEpoch 0: |          | 11416/? [1:19:04<00:00,  2.41it/s]\nEpoch 0: |          | 11416/? [1:19:04<00:00,  2.41it/s]\nEpoch 0: |          | 11417/? [1:19:05<00:00,  2.41it/s]\nEpoch 0: |          | 11417/? [1:19:05<00:00,  2.41it/s]\nEpoch 0: |          | 11418/? [1:19:05<00:00,  2.41it/s]\nEpoch 0: |          | 11418/? [1:19:05<00:00,  2.41it/s]\nEpoch 0: |          | 11419/? [1:19:06<00:00,  2.41it/s]\nEpoch 0: |          | 11419/? [1:19:06<00:00,  2.41it/s]\nEpoch 0: |          | 11420/? [1:19:06<00:00,  2.41it/s]\nEpoch 0: |          | 11420/? [1:19:06<00:00,  2.41it/s]\nEpoch 0: |          | 11421/? [1:19:06<00:00,  2.41it/s]\nEpoch 0: |          | 11421/? [1:19:06<00:00,  2.41it/s]\nEpoch 0: |          | 11422/? [1:19:07<00:00,  2.41it/s]\nEpoch 0: |          | 11422/? [1:19:07<00:00,  2.41it/s]\nEpoch 0: |          | 11423/? [1:19:07<00:00,  2.41it/s]\nEpoch 0: |          | 11423/? [1:19:07<00:00,  2.41it/s]\nEpoch 0: |          | 11424/? [1:19:08<00:00,  2.41it/s]\nEpoch 0: |          | 11424/? [1:19:08<00:00,  2.41it/s]\nEpoch 0: |          | 11425/? [1:19:08<00:00,  2.41it/s]\nEpoch 0: |          | 11425/? [1:19:08<00:00,  2.41it/s]\nEpoch 0: |          | 11426/? [1:19:08<00:00,  2.41it/s]\nEpoch 0: |          | 11426/? [1:19:08<00:00,  2.41it/s]\nEpoch 0: |          | 11427/? [1:19:09<00:00,  2.41it/s]\nEpoch 0: |          | 11427/? [1:19:09<00:00,  2.41it/s]\nEpoch 0: |          | 11428/? [1:19:09<00:00,  2.41it/s]\nEpoch 0: |          | 11428/? [1:19:09<00:00,  2.41it/s]\nEpoch 0: |          | 11429/? [1:19:10<00:00,  2.41it/s]\nEpoch 0: |          | 11429/? [1:19:10<00:00,  2.41it/s]\nEpoch 0: |          | 11430/? [1:19:10<00:00,  2.41it/s]\nEpoch 0: |          | 11430/? [1:19:10<00:00,  2.41it/s]\nEpoch 0: |          | 11431/? [1:19:10<00:00,  2.41it/s]\nEpoch 0: |          | 11431/? [1:19:10<00:00,  2.41it/s]\nEpoch 0: |          | 11432/? [1:19:11<00:00,  2.41it/s]\nEpoch 0: |          | 11432/? [1:19:11<00:00,  2.41it/s]\nEpoch 0: |          | 11433/? [1:19:11<00:00,  2.41it/s]\nEpoch 0: |          | 11433/? [1:19:11<00:00,  2.41it/s]\nEpoch 0: |          | 11434/? [1:19:12<00:00,  2.41it/s]\nEpoch 0: |          | 11434/? [1:19:12<00:00,  2.41it/s]\nEpoch 0: |          | 11435/? [1:19:12<00:00,  2.41it/s]\nEpoch 0: |          | 11435/? [1:19:12<00:00,  2.41it/s]\nEpoch 0: |          | 11436/? [1:19:12<00:00,  2.41it/s]\nEpoch 0: |          | 11436/? [1:19:12<00:00,  2.41it/s]\nEpoch 0: |          | 11437/? [1:19:13<00:00,  2.41it/s]\nEpoch 0: |          | 11437/? [1:19:13<00:00,  2.41it/s]\nEpoch 0: |          | 11438/? [1:19:13<00:00,  2.41it/s]\nEpoch 0: |          | 11438/? [1:19:13<00:00,  2.41it/s]\nEpoch 0: |          | 11439/? [1:19:14<00:00,  2.41it/s]\nEpoch 0: |          | 11439/? [1:19:14<00:00,  2.41it/s]\nEpoch 0: |          | 11440/? [1:19:14<00:00,  2.41it/s]\nEpoch 0: |          | 11440/? [1:19:14<00:00,  2.41it/s]\nEpoch 0: |          | 11441/? [1:19:15<00:00,  2.41it/s]\nEpoch 0: |          | 11441/? [1:19:15<00:00,  2.41it/s]\nEpoch 0: |          | 11442/? [1:19:15<00:00,  2.41it/s]\nEpoch 0: |          | 11442/? [1:19:15<00:00,  2.41it/s]\nEpoch 0: |          | 11443/? [1:19:15<00:00,  2.41it/s]\nEpoch 0: |          | 11443/? [1:19:15<00:00,  2.41it/s]\nEpoch 0: |          | 11444/? [1:19:16<00:00,  2.41it/s]\nEpoch 0: |          | 11444/? [1:19:16<00:00,  2.41it/s]\nEpoch 0: |          | 11445/? [1:19:16<00:00,  2.41it/s]\nEpoch 0: |          | 11445/? [1:19:16<00:00,  2.41it/s]\nEpoch 0: |          | 11446/? [1:19:17<00:00,  2.41it/s]\nEpoch 0: |          | 11446/? [1:19:17<00:00,  2.41it/s]\nEpoch 0: |          | 11447/? [1:19:17<00:00,  2.41it/s]\nEpoch 0: |          | 11447/? [1:19:17<00:00,  2.41it/s]\nEpoch 0: |          | 11448/? [1:19:18<00:00,  2.41it/s]\nEpoch 0: |          | 11448/? [1:19:18<00:00,  2.41it/s]\nEpoch 0: |          | 11449/? [1:19:18<00:00,  2.41it/s]\nEpoch 0: |          | 11449/? [1:19:18<00:00,  2.41it/s]\nEpoch 0: |          | 11450/? [1:19:18<00:00,  2.41it/s]\nEpoch 0: |          | 11450/? [1:19:18<00:00,  2.41it/s]\nEpoch 0: |          | 11451/? [1:19:19<00:00,  2.41it/s]\nEpoch 0: |          | 11451/? [1:19:19<00:00,  2.41it/s]\nEpoch 0: |          | 11452/? [1:19:19<00:00,  2.41it/s]\nEpoch 0: |          | 11452/? [1:19:19<00:00,  2.41it/s]\nEpoch 0: |          | 11453/? [1:19:20<00:00,  2.41it/s]\nEpoch 0: |          | 11453/? [1:19:20<00:00,  2.41it/s]\nEpoch 0: |          | 11454/? [1:19:20<00:00,  2.41it/s]\nEpoch 0: |          | 11454/? [1:19:20<00:00,  2.41it/s]\nEpoch 0: |          | 11455/? [1:19:20<00:00,  2.41it/s]\nEpoch 0: |          | 11455/? [1:19:20<00:00,  2.41it/s]\nEpoch 0: |          | 11456/? [1:19:21<00:00,  2.41it/s]\nEpoch 0: |          | 11456/? [1:19:21<00:00,  2.41it/s]\nEpoch 0: |          | 11457/? [1:19:21<00:00,  2.41it/s]\nEpoch 0: |          | 11457/? [1:19:21<00:00,  2.41it/s]\nEpoch 0: |          | 11458/? [1:19:22<00:00,  2.41it/s]\nEpoch 0: |          | 11458/? [1:19:22<00:00,  2.41it/s]\nEpoch 0: |          | 11459/? [1:19:22<00:00,  2.41it/s]\nEpoch 0: |          | 11459/? [1:19:22<00:00,  2.41it/s]\nEpoch 0: |          | 11460/? [1:19:22<00:00,  2.41it/s]\nEpoch 0: |          | 11460/? [1:19:22<00:00,  2.41it/s]\nEpoch 0: |          | 11461/? [1:19:23<00:00,  2.41it/s]\nEpoch 0: |          | 11461/? [1:19:23<00:00,  2.41it/s]\nEpoch 0: |          | 11462/? [1:19:23<00:00,  2.41it/s]\nEpoch 0: |          | 11462/? [1:19:23<00:00,  2.41it/s]\nEpoch 0: |          | 11463/? [1:19:23<00:00,  2.41it/s]\nEpoch 0: |          | 11463/? [1:19:23<00:00,  2.41it/s]\nEpoch 0: |          | 11464/? [1:19:24<00:00,  2.41it/s]\nEpoch 0: |          | 11464/? [1:19:24<00:00,  2.41it/s]\nEpoch 0: |          | 11465/? [1:19:24<00:00,  2.41it/s]\nEpoch 0: |          | 11465/? [1:19:24<00:00,  2.41it/s]\nEpoch 0: |          | 11466/? [1:19:25<00:00,  2.41it/s]\nEpoch 0: |          | 11466/? [1:19:25<00:00,  2.41it/s]\nEpoch 0: |          | 11467/? [1:19:25<00:00,  2.41it/s]\nEpoch 0: |          | 11467/? [1:19:25<00:00,  2.41it/s]\nEpoch 0: |          | 11468/? [1:19:26<00:00,  2.41it/s]\nEpoch 0: |          | 11468/? [1:19:26<00:00,  2.41it/s]\nEpoch 0: |          | 11469/? [1:19:26<00:00,  2.41it/s]\nEpoch 0: |          | 11469/? [1:19:26<00:00,  2.41it/s]\nEpoch 0: |          | 11470/? [1:19:26<00:00,  2.41it/s]\nEpoch 0: |          | 11470/? [1:19:26<00:00,  2.41it/s]\nEpoch 0: |          | 11471/? [1:19:27<00:00,  2.41it/s]\nEpoch 0: |          | 11471/? [1:19:27<00:00,  2.41it/s]\nEpoch 0: |          | 11472/? [1:19:27<00:00,  2.41it/s]\nEpoch 0: |          | 11472/? [1:19:27<00:00,  2.41it/s]\nEpoch 0: |          | 11473/? [1:19:28<00:00,  2.41it/s]\nEpoch 0: |          | 11473/? [1:19:28<00:00,  2.41it/s]\nEpoch 0: |          | 11474/? [1:19:28<00:00,  2.41it/s]\nEpoch 0: |          | 11474/? [1:19:28<00:00,  2.41it/s]\nEpoch 0: |          | 11475/? [1:19:28<00:00,  2.41it/s]\nEpoch 0: |          | 11475/? [1:19:28<00:00,  2.41it/s]\nEpoch 0: |          | 11476/? [1:19:29<00:00,  2.41it/s]\nEpoch 0: |          | 11476/? [1:19:29<00:00,  2.41it/s]\nEpoch 0: |          | 11477/? [1:19:29<00:00,  2.41it/s]\nEpoch 0: |          | 11477/? [1:19:29<00:00,  2.41it/s]\nEpoch 0: |          | 11478/? [1:19:30<00:00,  2.41it/s]\nEpoch 0: |          | 11478/? [1:19:30<00:00,  2.41it/s]\nEpoch 0: |          | 11479/? [1:19:30<00:00,  2.41it/s]\nEpoch 0: |          | 11479/? [1:19:30<00:00,  2.41it/s]\nEpoch 0: |          | 11480/? [1:19:30<00:00,  2.41it/s]\nEpoch 0: |          | 11480/? [1:19:30<00:00,  2.41it/s]\nEpoch 0: |          | 11481/? [1:19:31<00:00,  2.41it/s]\nEpoch 0: |          | 11481/? [1:19:31<00:00,  2.41it/s]\nEpoch 0: |          | 11482/? [1:19:31<00:00,  2.41it/s]\nEpoch 0: |          | 11482/? [1:19:31<00:00,  2.41it/s]\nEpoch 0: |          | 11483/? [1:19:32<00:00,  2.41it/s]\nEpoch 0: |          | 11483/? [1:19:32<00:00,  2.41it/s]\nEpoch 0: |          | 11484/? [1:19:32<00:00,  2.41it/s]\nEpoch 0: |          | 11484/? [1:19:32<00:00,  2.41it/s]\nEpoch 0: |          | 11485/? [1:19:32<00:00,  2.41it/s]\nEpoch 0: |          | 11485/? [1:19:32<00:00,  2.41it/s]\nEpoch 0: |          | 11486/? [1:19:33<00:00,  2.41it/s]\nEpoch 0: |          | 11486/? [1:19:33<00:00,  2.41it/s]\nEpoch 0: |          | 11487/? [1:19:33<00:00,  2.41it/s]\nEpoch 0: |          | 11487/? [1:19:33<00:00,  2.41it/s]\nEpoch 0: |          | 11488/? [1:19:34<00:00,  2.41it/s]\nEpoch 0: |          | 11488/? [1:19:34<00:00,  2.41it/s]\nEpoch 0: |          | 11489/? [1:19:34<00:00,  2.41it/s]\nEpoch 0: |          | 11489/? [1:19:34<00:00,  2.41it/s]\nEpoch 0: |          | 11490/? [1:19:34<00:00,  2.41it/s]\nEpoch 0: |          | 11490/? [1:19:34<00:00,  2.41it/s]\nEpoch 0: |          | 11491/? [1:19:35<00:00,  2.41it/s]\nEpoch 0: |          | 11491/? [1:19:35<00:00,  2.41it/s]\nEpoch 0: |          | 11492/? [1:19:35<00:00,  2.41it/s]\nEpoch 0: |          | 11492/? [1:19:35<00:00,  2.41it/s]\nEpoch 0: |          | 11493/? [1:19:36<00:00,  2.41it/s]\nEpoch 0: |          | 11493/? [1:19:36<00:00,  2.41it/s]\nEpoch 0: |          | 11494/? [1:19:36<00:00,  2.41it/s]\nEpoch 0: |          | 11494/? [1:19:36<00:00,  2.41it/s]\nEpoch 0: |          | 11495/? [1:19:36<00:00,  2.41it/s]\nEpoch 0: |          | 11495/? [1:19:36<00:00,  2.41it/s]\nEpoch 0: |          | 11496/? [1:19:37<00:00,  2.41it/s]\nEpoch 0: |          | 11496/? [1:19:37<00:00,  2.41it/s]\nEpoch 0: |          | 11497/? [1:19:37<00:00,  2.41it/s]\nEpoch 0: |          | 11497/? [1:19:37<00:00,  2.41it/s]\nEpoch 0: |          | 11498/? [1:19:38<00:00,  2.41it/s]\nEpoch 0: |          | 11498/? [1:19:38<00:00,  2.41it/s]\nEpoch 0: |          | 11499/? [1:19:38<00:00,  2.41it/s]\nEpoch 0: |          | 11499/? [1:19:38<00:00,  2.41it/s]\nEpoch 0: |          | 11500/? [1:19:38<00:00,  2.41it/s]\nEpoch 0: |          | 11500/? [1:19:38<00:00,  2.41it/s]\nEpoch 0: |          | 11501/? [1:19:39<00:00,  2.41it/s]\nEpoch 0: |          | 11501/? [1:19:39<00:00,  2.41it/s]\nEpoch 0: |          | 11502/? [1:19:39<00:00,  2.41it/s]\nEpoch 0: |          | 11502/? [1:19:39<00:00,  2.41it/s]\nEpoch 0: |          | 11503/? [1:19:40<00:00,  2.41it/s]\nEpoch 0: |          | 11503/? [1:19:40<00:00,  2.41it/s]\nEpoch 0: |          | 11504/? [1:19:40<00:00,  2.41it/s]\nEpoch 0: |          | 11504/? [1:19:40<00:00,  2.41it/s]\nEpoch 0: |          | 11505/? [1:19:41<00:00,  2.41it/s]\nEpoch 0: |          | 11505/? [1:19:41<00:00,  2.41it/s]\nEpoch 0: |          | 11506/? [1:19:41<00:00,  2.41it/s]\nEpoch 0: |          | 11506/? [1:19:41<00:00,  2.41it/s]\nEpoch 0: |          | 11507/? [1:19:41<00:00,  2.41it/s]\nEpoch 0: |          | 11507/? [1:19:41<00:00,  2.41it/s]\nEpoch 0: |          | 11508/? [1:19:42<00:00,  2.41it/s]\nEpoch 0: |          | 11508/? [1:19:42<00:00,  2.41it/s]\nEpoch 0: |          | 11509/? [1:19:42<00:00,  2.41it/s]\nEpoch 0: |          | 11509/? [1:19:42<00:00,  2.41it/s]\nEpoch 0: |          | 11510/? [1:19:43<00:00,  2.41it/s]\nEpoch 0: |          | 11510/? [1:19:43<00:00,  2.41it/s]\nEpoch 0: |          | 11511/? [1:19:43<00:00,  2.41it/s]\nEpoch 0: |          | 11511/? [1:19:43<00:00,  2.41it/s]\nEpoch 0: |          | 11512/? [1:19:43<00:00,  2.41it/s]\nEpoch 0: |          | 11512/? [1:19:43<00:00,  2.41it/s]\nEpoch 0: |          | 11513/? [1:19:44<00:00,  2.41it/s]\nEpoch 0: |          | 11513/? [1:19:44<00:00,  2.41it/s]\nEpoch 0: |          | 11514/? [1:19:44<00:00,  2.41it/s]\nEpoch 0: |          | 11514/? [1:19:44<00:00,  2.41it/s]\nEpoch 0: |          | 11515/? [1:19:45<00:00,  2.41it/s]\nEpoch 0: |          | 11515/? [1:19:45<00:00,  2.41it/s]\nEpoch 0: |          | 11516/? [1:19:45<00:00,  2.41it/s]\nEpoch 0: |          | 11516/? [1:19:45<00:00,  2.41it/s]\nEpoch 0: |          | 11517/? [1:19:45<00:00,  2.41it/s]\nEpoch 0: |          | 11517/? [1:19:45<00:00,  2.41it/s]\nEpoch 0: |          | 11518/? [1:19:46<00:00,  2.41it/s]\nEpoch 0: |          | 11518/? [1:19:46<00:00,  2.41it/s]\nEpoch 0: |          | 11519/? [1:19:46<00:00,  2.41it/s]\nEpoch 0: |          | 11519/? [1:19:46<00:00,  2.41it/s]\nEpoch 0: |          | 11520/? [1:19:47<00:00,  2.41it/s]\nEpoch 0: |          | 11520/? [1:19:47<00:00,  2.41it/s]\nEpoch 0: |          | 11521/? [1:19:47<00:00,  2.41it/s]\nEpoch 0: |          | 11521/? [1:19:47<00:00,  2.41it/s]\nEpoch 0: |          | 11522/? [1:19:47<00:00,  2.41it/s]\nEpoch 0: |          | 11522/? [1:19:47<00:00,  2.41it/s]\nEpoch 0: |          | 11523/? [1:19:48<00:00,  2.41it/s]\nEpoch 0: |          | 11523/? [1:19:48<00:00,  2.41it/s]\nEpoch 0: |          | 11524/? [1:19:48<00:00,  2.41it/s]\nEpoch 0: |          | 11524/? [1:19:48<00:00,  2.41it/s]\nEpoch 0: |          | 11525/? [1:19:49<00:00,  2.41it/s]\nEpoch 0: |          | 11525/? [1:19:49<00:00,  2.41it/s]\nEpoch 0: |          | 11526/? [1:19:49<00:00,  2.41it/s]\nEpoch 0: |          | 11526/? [1:19:49<00:00,  2.41it/s]\nEpoch 0: |          | 11527/? [1:19:49<00:00,  2.41it/s]\nEpoch 0: |          | 11527/? [1:19:49<00:00,  2.41it/s]\nEpoch 0: |          | 11528/? [1:19:50<00:00,  2.41it/s]\nEpoch 0: |          | 11528/? [1:19:50<00:00,  2.41it/s]\nEpoch 0: |          | 11529/? [1:19:50<00:00,  2.41it/s]\nEpoch 0: |          | 11529/? [1:19:50<00:00,  2.41it/s]\nEpoch 0: |          | 11530/? [1:19:51<00:00,  2.41it/s]\nEpoch 0: |          | 11530/? [1:19:51<00:00,  2.41it/s]\nEpoch 0: |          | 11531/? [1:19:51<00:00,  2.41it/s]\nEpoch 0: |          | 11531/? [1:19:51<00:00,  2.41it/s]\nEpoch 0: |          | 11532/? [1:19:51<00:00,  2.41it/s]\nEpoch 0: |          | 11532/? [1:19:51<00:00,  2.41it/s]\nEpoch 0: |          | 11533/? [1:19:52<00:00,  2.41it/s]\nEpoch 0: |          | 11533/? [1:19:52<00:00,  2.41it/s]\nEpoch 0: |          | 11534/? [1:19:52<00:00,  2.41it/s]\nEpoch 0: |          | 11534/? [1:19:52<00:00,  2.41it/s]\nEpoch 0: |          | 11535/? [1:19:53<00:00,  2.41it/s]\nEpoch 0: |          | 11535/? [1:19:53<00:00,  2.41it/s]\nEpoch 0: |          | 11536/? [1:19:53<00:00,  2.41it/s]\nEpoch 0: |          | 11536/? [1:19:53<00:00,  2.41it/s]\nEpoch 0: |          | 11537/? [1:19:54<00:00,  2.41it/s]\nEpoch 0: |          | 11537/? [1:19:54<00:00,  2.41it/s]\nEpoch 0: |          | 11538/? [1:19:54<00:00,  2.41it/s]\nEpoch 0: |          | 11538/? [1:19:54<00:00,  2.41it/s]\nEpoch 0: |          | 11539/? [1:19:54<00:00,  2.41it/s]\nEpoch 0: |          | 11539/? [1:19:54<00:00,  2.41it/s]\nEpoch 0: |          | 11540/? [1:19:55<00:00,  2.41it/s]\nEpoch 0: |          | 11540/? [1:19:55<00:00,  2.41it/s]\nEpoch 0: |          | 11541/? [1:19:55<00:00,  2.41it/s]\nEpoch 0: |          | 11541/? [1:19:55<00:00,  2.41it/s]\nEpoch 0: |          | 11542/? [1:19:56<00:00,  2.41it/s]\nEpoch 0: |          | 11542/? [1:19:56<00:00,  2.41it/s]\nEpoch 0: |          | 11543/? [1:19:56<00:00,  2.41it/s]\nEpoch 0: |          | 11543/? [1:19:56<00:00,  2.41it/s]\nEpoch 0: |          | 11544/? [1:19:56<00:00,  2.41it/s]\nEpoch 0: |          | 11544/? [1:19:56<00:00,  2.41it/s]\nEpoch 0: |          | 11545/? [1:19:57<00:00,  2.41it/s]\nEpoch 0: |          | 11545/? [1:19:57<00:00,  2.41it/s]\nEpoch 0: |          | 11546/? [1:19:57<00:00,  2.41it/s]\nEpoch 0: |          | 11546/? [1:19:57<00:00,  2.41it/s]\nEpoch 0: |          | 11547/? [1:19:58<00:00,  2.41it/s]\nEpoch 0: |          | 11547/? [1:19:58<00:00,  2.41it/s]\nEpoch 0: |          | 11548/? [1:19:58<00:00,  2.41it/s]\nEpoch 0: |          | 11548/? [1:19:58<00:00,  2.41it/s]\nEpoch 0: |          | 11549/? [1:19:58<00:00,  2.41it/s]\nEpoch 0: |          | 11549/? [1:19:58<00:00,  2.41it/s]\nEpoch 0: |          | 11550/? [1:19:59<00:00,  2.41it/s]\nEpoch 0: |          | 11550/? [1:19:59<00:00,  2.41it/s]\nEpoch 0: |          | 11551/? [1:19:59<00:00,  2.41it/s]\nEpoch 0: |          | 11551/? [1:19:59<00:00,  2.41it/s]\nEpoch 0: |          | 11552/? [1:20:00<00:00,  2.41it/s]\nEpoch 0: |          | 11552/? [1:20:00<00:00,  2.41it/s]\nEpoch 0: |          | 11553/? [1:20:00<00:00,  2.41it/s]\nEpoch 0: |          | 11553/? [1:20:00<00:00,  2.41it/s]\nEpoch 0: |          | 11554/? [1:20:00<00:00,  2.41it/s]\nEpoch 0: |          | 11554/? [1:20:00<00:00,  2.41it/s]\nEpoch 0: |          | 11555/? [1:20:01<00:00,  2.41it/s]\nEpoch 0: |          | 11555/? [1:20:01<00:00,  2.41it/s]\nEpoch 0: |          | 11556/? [1:20:01<00:00,  2.41it/s]\nEpoch 0: |          | 11556/? [1:20:01<00:00,  2.41it/s]\nEpoch 0: |          | 11557/? [1:20:02<00:00,  2.41it/s]\nEpoch 0: |          | 11557/? [1:20:02<00:00,  2.41it/s]\nEpoch 0: |          | 11558/? [1:20:02<00:00,  2.41it/s]\nEpoch 0: |          | 11558/? [1:20:02<00:00,  2.41it/s]\nEpoch 0: |          | 11559/? [1:20:03<00:00,  2.41it/s]\nEpoch 0: |          | 11559/? [1:20:03<00:00,  2.41it/s]\nEpoch 0: |          | 11560/? [1:20:03<00:00,  2.41it/s]\nEpoch 0: |          | 11560/? [1:20:03<00:00,  2.41it/s]\nEpoch 0: |          | 11561/? [1:20:03<00:00,  2.41it/s]\nEpoch 0: |          | 11561/? [1:20:03<00:00,  2.41it/s]\nEpoch 0: |          | 11562/? [1:20:04<00:00,  2.41it/s]\nEpoch 0: |          | 11562/? [1:20:04<00:00,  2.41it/s]\nEpoch 0: |          | 11563/? [1:20:04<00:00,  2.41it/s]\nEpoch 0: |          | 11563/? [1:20:04<00:00,  2.41it/s]\nEpoch 0: |          | 11564/? [1:20:05<00:00,  2.41it/s]\nEpoch 0: |          | 11564/? [1:20:05<00:00,  2.41it/s]\nEpoch 0: |          | 11565/? [1:20:05<00:00,  2.41it/s]\nEpoch 0: |          | 11565/? [1:20:05<00:00,  2.41it/s]\nEpoch 0: |          | 11566/? [1:20:05<00:00,  2.41it/s]\nEpoch 0: |          | 11566/? [1:20:05<00:00,  2.41it/s]\nEpoch 0: |          | 11567/? [1:20:06<00:00,  2.41it/s]\nEpoch 0: |          | 11567/? [1:20:06<00:00,  2.41it/s]\nEpoch 0: |          | 11568/? [1:20:06<00:00,  2.41it/s]\nEpoch 0: |          | 11568/? [1:20:06<00:00,  2.41it/s]\nEpoch 0: |          | 11569/? [1:20:07<00:00,  2.41it/s]\nEpoch 0: |          | 11569/? [1:20:07<00:00,  2.41it/s]\nEpoch 0: |          | 11570/? [1:20:07<00:00,  2.41it/s]\nEpoch 0: |          | 11570/? [1:20:07<00:00,  2.41it/s]\nEpoch 0: |          | 11571/? [1:20:07<00:00,  2.41it/s]\nEpoch 0: |          | 11571/? [1:20:07<00:00,  2.41it/s]\nEpoch 0: |          | 11572/? [1:20:08<00:00,  2.41it/s]\nEpoch 0: |          | 11572/? [1:20:08<00:00,  2.41it/s]\nEpoch 0: |          | 11573/? [1:20:08<00:00,  2.41it/s]\nEpoch 0: |          | 11573/? [1:20:08<00:00,  2.41it/s]\nEpoch 0: |          | 11574/? [1:20:09<00:00,  2.41it/s]\nEpoch 0: |          | 11574/? [1:20:09<00:00,  2.41it/s]\nEpoch 0: |          | 11575/? [1:20:09<00:00,  2.41it/s]\nEpoch 0: |          | 11575/? [1:20:09<00:00,  2.41it/s]\nEpoch 0: |          | 11576/? [1:20:09<00:00,  2.41it/s]\nEpoch 0: |          | 11576/? [1:20:09<00:00,  2.41it/s]\nEpoch 0: |          | 11577/? [1:20:10<00:00,  2.41it/s]\nEpoch 0: |          | 11577/? [1:20:10<00:00,  2.41it/s]\nEpoch 0: |          | 11578/? [1:20:10<00:00,  2.41it/s]\nEpoch 0: |          | 11578/? [1:20:10<00:00,  2.41it/s]\nEpoch 0: |          | 11579/? [1:20:11<00:00,  2.41it/s]\nEpoch 0: |          | 11579/? [1:20:11<00:00,  2.41it/s]\nEpoch 0: |          | 11580/? [1:20:11<00:00,  2.41it/s]\nEpoch 0: |          | 11580/? [1:20:11<00:00,  2.41it/s]\nEpoch 0: |          | 11581/? [1:20:11<00:00,  2.41it/s]\nEpoch 0: |          | 11581/? [1:20:11<00:00,  2.41it/s]\nEpoch 0: |          | 11582/? [1:20:12<00:00,  2.41it/s]\nEpoch 0: |          | 11582/? [1:20:12<00:00,  2.41it/s]\nEpoch 0: |          | 11583/? [1:20:12<00:00,  2.41it/s]\nEpoch 0: |          | 11583/? [1:20:12<00:00,  2.41it/s]\nEpoch 0: |          | 11584/? [1:20:13<00:00,  2.41it/s]\nEpoch 0: |          | 11584/? [1:20:13<00:00,  2.41it/s]\nEpoch 0: |          | 11585/? [1:20:13<00:00,  2.41it/s]\nEpoch 0: |          | 11585/? [1:20:13<00:00,  2.41it/s]\nEpoch 0: |          | 11586/? [1:20:13<00:00,  2.41it/s]\nEpoch 0: |          | 11586/? [1:20:13<00:00,  2.41it/s]\nEpoch 0: |          | 11587/? [1:20:14<00:00,  2.41it/s]\nEpoch 0: |          | 11587/? [1:20:14<00:00,  2.41it/s]\nEpoch 0: |          | 11588/? [1:20:14<00:00,  2.41it/s]\nEpoch 0: |          | 11588/? [1:20:14<00:00,  2.41it/s]\nEpoch 0: |          | 11589/? [1:20:15<00:00,  2.41it/s]\nEpoch 0: |          | 11589/? [1:20:15<00:00,  2.41it/s]\nEpoch 0: |          | 11590/? [1:20:15<00:00,  2.41it/s]\nEpoch 0: |          | 11590/? [1:20:15<00:00,  2.41it/s]\nEpoch 0: |          | 11591/? [1:20:15<00:00,  2.41it/s]\nEpoch 0: |          | 11591/? [1:20:15<00:00,  2.41it/s]\nEpoch 0: |          | 11592/? [1:20:16<00:00,  2.41it/s]\nEpoch 0: |          | 11592/? [1:20:16<00:00,  2.41it/s]\nEpoch 0: |          | 11593/? [1:20:16<00:00,  2.41it/s]\nEpoch 0: |          | 11593/? [1:20:16<00:00,  2.41it/s]\nEpoch 0: |          | 11594/? [1:20:17<00:00,  2.41it/s]\nEpoch 0: |          | 11594/? [1:20:17<00:00,  2.41it/s]\nEpoch 0: |          | 11595/? [1:20:17<00:00,  2.41it/s]\nEpoch 0: |          | 11595/? [1:20:17<00:00,  2.41it/s]\nEpoch 0: |          | 11596/? [1:20:17<00:00,  2.41it/s]\nEpoch 0: |          | 11596/? [1:20:17<00:00,  2.41it/s]\nEpoch 0: |          | 11597/? [1:20:18<00:00,  2.41it/s]\nEpoch 0: |          | 11597/? [1:20:18<00:00,  2.41it/s]\nEpoch 0: |          | 11598/? [1:20:18<00:00,  2.41it/s]\nEpoch 0: |          | 11598/? [1:20:18<00:00,  2.41it/s]\nEpoch 0: |          | 11599/? [1:20:19<00:00,  2.41it/s]\nEpoch 0: |          | 11599/? [1:20:19<00:00,  2.41it/s]\nEpoch 0: |          | 11600/? [1:20:19<00:00,  2.41it/s]\nEpoch 0: |          | 11600/? [1:20:19<00:00,  2.41it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.12it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.82it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.54it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.46it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 11600/? [1:20:19<00:00,  2.41it/s]\nEpoch 0: |          | 11601/? [1:20:20<00:00,  2.41it/s]\nEpoch 0: |          | 11601/? [1:20:20<00:00,  2.41it/s]\nEpoch 0: |          | 11602/? [1:20:20<00:00,  2.41it/s]\nEpoch 0: |          | 11602/? [1:20:20<00:00,  2.41it/s]\nEpoch 0: |          | 11603/? [1:20:21<00:00,  2.41it/s]\nEpoch 0: |          | 11603/? [1:20:21<00:00,  2.41it/s]\nEpoch 0: |          | 11604/? [1:20:21<00:00,  2.41it/s]\nEpoch 0: |          | 11604/? [1:20:21<00:00,  2.41it/s]\nEpoch 0: |          | 11605/? [1:20:22<00:00,  2.41it/s]\nEpoch 0: |          | 11605/? [1:20:22<00:00,  2.41it/s]\nEpoch 0: |          | 11606/? [1:20:22<00:00,  2.41it/s]\nEpoch 0: |          | 11606/? [1:20:22<00:00,  2.41it/s]\nEpoch 0: |          | 11607/? [1:20:22<00:00,  2.41it/s]\nEpoch 0: |          | 11607/? [1:20:22<00:00,  2.41it/s]\nEpoch 0: |          | 11608/? [1:20:23<00:00,  2.41it/s]\nEpoch 0: |          | 11608/? [1:20:23<00:00,  2.41it/s]\nEpoch 0: |          | 11609/? [1:20:23<00:00,  2.41it/s]\nEpoch 0: |          | 11609/? [1:20:23<00:00,  2.41it/s]\nEpoch 0: |          | 11610/? [1:20:23<00:00,  2.41it/s]\nEpoch 0: |          | 11610/? [1:20:23<00:00,  2.41it/s]\nEpoch 0: |          | 11611/? [1:20:24<00:00,  2.41it/s]\nEpoch 0: |          | 11611/? [1:20:24<00:00,  2.41it/s]\nEpoch 0: |          | 11612/? [1:20:24<00:00,  2.41it/s]\nEpoch 0: |          | 11612/? [1:20:24<00:00,  2.41it/s]\nEpoch 0: |          | 11613/? [1:20:25<00:00,  2.41it/s]\nEpoch 0: |          | 11613/? [1:20:25<00:00,  2.41it/s]\nEpoch 0: |          | 11614/? [1:20:25<00:00,  2.41it/s]\nEpoch 0: |          | 11614/? [1:20:25<00:00,  2.41it/s]\nEpoch 0: |          | 11615/? [1:20:26<00:00,  2.41it/s]\nEpoch 0: |          | 11615/? [1:20:26<00:00,  2.41it/s]\nEpoch 0: |          | 11616/? [1:20:26<00:00,  2.41it/s]\nEpoch 0: |          | 11616/? [1:20:26<00:00,  2.41it/s]\nEpoch 0: |          | 11617/? [1:20:26<00:00,  2.41it/s]\nEpoch 0: |          | 11617/? [1:20:26<00:00,  2.41it/s]\nEpoch 0: |          | 11618/? [1:20:27<00:00,  2.41it/s]\nEpoch 0: |          | 11618/? [1:20:27<00:00,  2.41it/s]\nEpoch 0: |          | 11619/? [1:20:27<00:00,  2.41it/s]\nEpoch 0: |          | 11619/? [1:20:27<00:00,  2.41it/s]\nEpoch 0: |          | 11620/? [1:20:28<00:00,  2.41it/s]\nEpoch 0: |          | 11620/? [1:20:28<00:00,  2.41it/s]\nEpoch 0: |          | 11621/? [1:20:28<00:00,  2.41it/s]\nEpoch 0: |          | 11621/? [1:20:28<00:00,  2.41it/s]\nEpoch 0: |          | 11622/? [1:20:28<00:00,  2.41it/s]\nEpoch 0: |          | 11622/? [1:20:28<00:00,  2.41it/s]\nEpoch 0: |          | 11623/? [1:20:29<00:00,  2.41it/s]\nEpoch 0: |          | 11623/? [1:20:29<00:00,  2.41it/s]\nEpoch 0: |          | 11624/? [1:20:29<00:00,  2.41it/s]\nEpoch 0: |          | 11624/? [1:20:29<00:00,  2.41it/s]\nEpoch 0: |          | 11625/? [1:20:30<00:00,  2.41it/s]\nEpoch 0: |          | 11625/? [1:20:30<00:00,  2.41it/s]\nEpoch 0: |          | 11626/? [1:20:30<00:00,  2.41it/s]\nEpoch 0: |          | 11626/? [1:20:30<00:00,  2.41it/s]\nEpoch 0: |          | 11627/? [1:20:30<00:00,  2.41it/s]\nEpoch 0: |          | 11627/? [1:20:30<00:00,  2.41it/s]\nEpoch 0: |          | 11628/? [1:20:31<00:00,  2.41it/s]\nEpoch 0: |          | 11628/? [1:20:31<00:00,  2.41it/s]\nEpoch 0: |          | 11629/? [1:20:31<00:00,  2.41it/s]\nEpoch 0: |          | 11629/? [1:20:31<00:00,  2.41it/s]\nEpoch 0: |          | 11630/? [1:20:32<00:00,  2.41it/s]\nEpoch 0: |          | 11630/? [1:20:32<00:00,  2.41it/s]\nEpoch 0: |          | 11631/? [1:20:32<00:00,  2.41it/s]\nEpoch 0: |          | 11631/? [1:20:32<00:00,  2.41it/s]\nEpoch 0: |          | 11632/? [1:20:32<00:00,  2.41it/s]\nEpoch 0: |          | 11632/? [1:20:32<00:00,  2.41it/s]\nEpoch 0: |          | 11633/? [1:20:33<00:00,  2.41it/s]\nEpoch 0: |          | 11633/? [1:20:33<00:00,  2.41it/s]\nEpoch 0: |          | 11634/? [1:20:33<00:00,  2.41it/s]\nEpoch 0: |          | 11634/? [1:20:33<00:00,  2.41it/s]\nEpoch 0: |          | 11635/? [1:20:34<00:00,  2.41it/s]\nEpoch 0: |          | 11635/? [1:20:34<00:00,  2.41it/s]\nEpoch 0: |          | 11636/? [1:20:34<00:00,  2.41it/s]\nEpoch 0: |          | 11636/? [1:20:34<00:00,  2.41it/s]\nEpoch 0: |          | 11637/? [1:20:34<00:00,  2.41it/s]\nEpoch 0: |          | 11637/? [1:20:34<00:00,  2.41it/s]\nEpoch 0: |          | 11638/? [1:20:35<00:00,  2.41it/s]\nEpoch 0: |          | 11638/? [1:20:35<00:00,  2.41it/s]\nEpoch 0: |          | 11639/? [1:20:35<00:00,  2.41it/s]\nEpoch 0: |          | 11639/? [1:20:35<00:00,  2.41it/s]\nEpoch 0: |          | 11640/? [1:20:36<00:00,  2.41it/s]\nEpoch 0: |          | 11640/? [1:20:36<00:00,  2.41it/s]\nEpoch 0: |          | 11641/? [1:20:36<00:00,  2.41it/s]\nEpoch 0: |          | 11641/? [1:20:36<00:00,  2.41it/s]\nEpoch 0: |          | 11642/? [1:20:36<00:00,  2.41it/s]\nEpoch 0: |          | 11642/? [1:20:36<00:00,  2.41it/s]\nEpoch 0: |          | 11643/? [1:20:37<00:00,  2.41it/s]\nEpoch 0: |          | 11643/? [1:20:37<00:00,  2.41it/s]\nEpoch 0: |          | 11644/? [1:20:37<00:00,  2.41it/s]\nEpoch 0: |          | 11644/? [1:20:37<00:00,  2.41it/s]\nEpoch 0: |          | 11645/? [1:20:38<00:00,  2.41it/s]\nEpoch 0: |          | 11645/? [1:20:38<00:00,  2.41it/s]\nEpoch 0: |          | 11646/? [1:20:38<00:00,  2.41it/s]\nEpoch 0: |          | 11646/? [1:20:38<00:00,  2.41it/s]\nEpoch 0: |          | 11647/? [1:20:38<00:00,  2.41it/s]\nEpoch 0: |          | 11647/? [1:20:38<00:00,  2.41it/s]\nEpoch 0: |          | 11648/? [1:20:39<00:00,  2.41it/s]\nEpoch 0: |          | 11648/? [1:20:39<00:00,  2.41it/s]\nEpoch 0: |          | 11649/? [1:20:39<00:00,  2.41it/s]\nEpoch 0: |          | 11649/? [1:20:39<00:00,  2.41it/s]\nEpoch 0: |          | 11650/? [1:20:40<00:00,  2.41it/s]\nEpoch 0: |          | 11650/? [1:20:40<00:00,  2.41it/s]\nEpoch 0: |          | 11651/? [1:20:40<00:00,  2.41it/s]\nEpoch 0: |          | 11651/? [1:20:40<00:00,  2.41it/s]\nEpoch 0: |          | 11652/? [1:20:40<00:00,  2.41it/s]\nEpoch 0: |          | 11652/? [1:20:40<00:00,  2.41it/s]\nEpoch 0: |          | 11653/? [1:20:41<00:00,  2.41it/s]\nEpoch 0: |          | 11653/? [1:20:41<00:00,  2.41it/s]\nEpoch 0: |          | 11654/? [1:20:41<00:00,  2.41it/s]\nEpoch 0: |          | 11654/? [1:20:41<00:00,  2.41it/s]\nEpoch 0: |          | 11655/? [1:20:41<00:00,  2.41it/s]\nEpoch 0: |          | 11655/? [1:20:41<00:00,  2.41it/s]\nEpoch 0: |          | 11656/? [1:20:42<00:00,  2.41it/s]\nEpoch 0: |          | 11656/? [1:20:42<00:00,  2.41it/s]\nEpoch 0: |          | 11657/? [1:20:42<00:00,  2.41it/s]\nEpoch 0: |          | 11657/? [1:20:42<00:00,  2.41it/s]\nEpoch 0: |          | 11658/? [1:20:43<00:00,  2.41it/s]\nEpoch 0: |          | 11658/? [1:20:43<00:00,  2.41it/s]\nEpoch 0: |          | 11659/? [1:20:43<00:00,  2.41it/s]\nEpoch 0: |          | 11659/? [1:20:43<00:00,  2.41it/s]\nEpoch 0: |          | 11660/? [1:20:44<00:00,  2.41it/s]\nEpoch 0: |          | 11660/? [1:20:44<00:00,  2.41it/s]\nEpoch 0: |          | 11661/? [1:20:44<00:00,  2.41it/s]\nEpoch 0: |          | 11661/? [1:20:44<00:00,  2.41it/s]\nEpoch 0: |          | 11662/? [1:20:44<00:00,  2.41it/s]\nEpoch 0: |          | 11662/? [1:20:44<00:00,  2.41it/s]\nEpoch 0: |          | 11663/? [1:20:45<00:00,  2.41it/s]\nEpoch 0: |          | 11663/? [1:20:45<00:00,  2.41it/s]\nEpoch 0: |          | 11664/? [1:20:45<00:00,  2.41it/s]\nEpoch 0: |          | 11664/? [1:20:45<00:00,  2.41it/s]\nEpoch 0: |          | 11665/? [1:20:45<00:00,  2.41it/s]\nEpoch 0: |          | 11665/? [1:20:45<00:00,  2.41it/s]\nEpoch 0: |          | 11666/? [1:20:46<00:00,  2.41it/s]\nEpoch 0: |          | 11666/? [1:20:46<00:00,  2.41it/s]\nEpoch 0: |          | 11667/? [1:20:46<00:00,  2.41it/s]\nEpoch 0: |          | 11667/? [1:20:46<00:00,  2.41it/s]\nEpoch 0: |          | 11668/? [1:20:47<00:00,  2.41it/s]\nEpoch 0: |          | 11668/? [1:20:47<00:00,  2.41it/s]\nEpoch 0: |          | 11669/? [1:20:47<00:00,  2.41it/s]\nEpoch 0: |          | 11669/? [1:20:47<00:00,  2.41it/s]\nEpoch 0: |          | 11670/? [1:20:47<00:00,  2.41it/s]\nEpoch 0: |          | 11670/? [1:20:47<00:00,  2.41it/s]\nEpoch 0: |          | 11671/? [1:20:48<00:00,  2.41it/s]\nEpoch 0: |          | 11671/? [1:20:48<00:00,  2.41it/s]\nEpoch 0: |          | 11672/? [1:20:48<00:00,  2.41it/s]\nEpoch 0: |          | 11672/? [1:20:48<00:00,  2.41it/s]\nEpoch 0: |          | 11673/? [1:20:49<00:00,  2.41it/s]\nEpoch 0: |          | 11673/? [1:20:49<00:00,  2.41it/s]\nEpoch 0: |          | 11674/? [1:20:49<00:00,  2.41it/s]\nEpoch 0: |          | 11674/? [1:20:49<00:00,  2.41it/s]\nEpoch 0: |          | 11675/? [1:20:49<00:00,  2.41it/s]\nEpoch 0: |          | 11675/? [1:20:49<00:00,  2.41it/s]\nEpoch 0: |          | 11676/? [1:20:50<00:00,  2.41it/s]\nEpoch 0: |          | 11676/? [1:20:50<00:00,  2.41it/s]\nEpoch 0: |          | 11677/? [1:20:50<00:00,  2.41it/s]\nEpoch 0: |          | 11677/? [1:20:50<00:00,  2.41it/s]\nEpoch 0: |          | 11678/? [1:20:51<00:00,  2.41it/s]\nEpoch 0: |          | 11678/? [1:20:51<00:00,  2.41it/s]\nEpoch 0: |          | 11679/? [1:20:51<00:00,  2.41it/s]\nEpoch 0: |          | 11679/? [1:20:51<00:00,  2.41it/s]\nEpoch 0: |          | 11680/? [1:20:51<00:00,  2.41it/s]\nEpoch 0: |          | 11680/? [1:20:51<00:00,  2.41it/s]\nEpoch 0: |          | 11681/? [1:20:52<00:00,  2.41it/s]\nEpoch 0: |          | 11681/? [1:20:52<00:00,  2.41it/s]\nEpoch 0: |          | 11682/? [1:20:52<00:00,  2.41it/s]\nEpoch 0: |          | 11682/? [1:20:52<00:00,  2.41it/s]\nEpoch 0: |          | 11683/? [1:20:53<00:00,  2.41it/s]\nEpoch 0: |          | 11683/? [1:20:53<00:00,  2.41it/s]\nEpoch 0: |          | 11684/? [1:20:53<00:00,  2.41it/s]\nEpoch 0: |          | 11684/? [1:20:53<00:00,  2.41it/s]\nEpoch 0: |          | 11685/? [1:20:53<00:00,  2.41it/s]\nEpoch 0: |          | 11685/? [1:20:53<00:00,  2.41it/s]\nEpoch 0: |          | 11686/? [1:20:54<00:00,  2.41it/s]\nEpoch 0: |          | 11686/? [1:20:54<00:00,  2.41it/s]\nEpoch 0: |          | 11687/? [1:20:54<00:00,  2.41it/s]\nEpoch 0: |          | 11687/? [1:20:54<00:00,  2.41it/s]\nEpoch 0: |          | 11688/? [1:20:54<00:00,  2.41it/s]\nEpoch 0: |          | 11688/? [1:20:54<00:00,  2.41it/s]\nEpoch 0: |          | 11689/? [1:20:55<00:00,  2.41it/s]\nEpoch 0: |          | 11689/? [1:20:55<00:00,  2.41it/s]\nEpoch 0: |          | 11690/? [1:20:55<00:00,  2.41it/s]\nEpoch 0: |          | 11690/? [1:20:55<00:00,  2.41it/s]\nEpoch 0: |          | 11691/? [1:20:56<00:00,  2.41it/s]\nEpoch 0: |          | 11691/? [1:20:56<00:00,  2.41it/s]\nEpoch 0: |          | 11692/? [1:20:56<00:00,  2.41it/s]\nEpoch 0: |          | 11692/? [1:20:56<00:00,  2.41it/s]\nEpoch 0: |          | 11693/? [1:20:56<00:00,  2.41it/s]\nEpoch 0: |          | 11693/? [1:20:56<00:00,  2.41it/s]\nEpoch 0: |          | 11694/? [1:20:57<00:00,  2.41it/s]\nEpoch 0: |          | 11694/? [1:20:57<00:00,  2.41it/s]\nEpoch 0: |          | 11695/? [1:20:57<00:00,  2.41it/s]\nEpoch 0: |          | 11695/? [1:20:57<00:00,  2.41it/s]\nEpoch 0: |          | 11696/? [1:20:58<00:00,  2.41it/s]\nEpoch 0: |          | 11696/? [1:20:58<00:00,  2.41it/s]\nEpoch 0: |          | 11697/? [1:20:58<00:00,  2.41it/s]\nEpoch 0: |          | 11697/? [1:20:58<00:00,  2.41it/s]\nEpoch 0: |          | 11698/? [1:20:59<00:00,  2.41it/s]\nEpoch 0: |          | 11698/? [1:20:59<00:00,  2.41it/s]\nEpoch 0: |          | 11699/? [1:20:59<00:00,  2.41it/s]\nEpoch 0: |          | 11699/? [1:20:59<00:00,  2.41it/s]\nEpoch 0: |          | 11700/? [1:20:59<00:00,  2.41it/s]\nEpoch 0: |          | 11700/? [1:20:59<00:00,  2.41it/s]\nEpoch 0: |          | 11701/? [1:21:00<00:00,  2.41it/s]\nEpoch 0: |          | 11701/? [1:21:00<00:00,  2.41it/s]\nEpoch 0: |          | 11702/? [1:21:00<00:00,  2.41it/s]\nEpoch 0: |          | 11702/? [1:21:00<00:00,  2.41it/s]\nEpoch 0: |          | 11703/? [1:21:01<00:00,  2.41it/s]\nEpoch 0: |          | 11703/? [1:21:01<00:00,  2.41it/s]\nEpoch 0: |          | 11704/? [1:21:01<00:00,  2.41it/s]\nEpoch 0: |          | 11704/? [1:21:01<00:00,  2.41it/s]\nEpoch 0: |          | 11705/? [1:21:01<00:00,  2.41it/s]\nEpoch 0: |          | 11705/? [1:21:01<00:00,  2.41it/s]\nEpoch 0: |          | 11706/? [1:21:02<00:00,  2.41it/s]\nEpoch 0: |          | 11706/? [1:21:02<00:00,  2.41it/s]\nEpoch 0: |          | 11707/? [1:21:02<00:00,  2.41it/s]\nEpoch 0: |          | 11707/? [1:21:02<00:00,  2.41it/s]\nEpoch 0: |          | 11708/? [1:21:03<00:00,  2.41it/s]\nEpoch 0: |          | 11708/? [1:21:03<00:00,  2.41it/s]\nEpoch 0: |          | 11709/? [1:21:03<00:00,  2.41it/s]\nEpoch 0: |          | 11709/? [1:21:03<00:00,  2.41it/s]\nEpoch 0: |          | 11710/? [1:21:03<00:00,  2.41it/s]\nEpoch 0: |          | 11710/? [1:21:03<00:00,  2.41it/s]\nEpoch 0: |          | 11711/? [1:21:04<00:00,  2.41it/s]\nEpoch 0: |          | 11711/? [1:21:04<00:00,  2.41it/s]\nEpoch 0: |          | 11712/? [1:21:04<00:00,  2.41it/s]\nEpoch 0: |          | 11712/? [1:21:04<00:00,  2.41it/s]\nEpoch 0: |          | 11713/? [1:21:05<00:00,  2.41it/s]\nEpoch 0: |          | 11713/? [1:21:05<00:00,  2.41it/s]\nEpoch 0: |          | 11714/? [1:21:05<00:00,  2.41it/s]\nEpoch 0: |          | 11714/? [1:21:05<00:00,  2.41it/s]\nEpoch 0: |          | 11715/? [1:21:05<00:00,  2.41it/s]\nEpoch 0: |          | 11715/? [1:21:05<00:00,  2.41it/s]\nEpoch 0: |          | 11716/? [1:21:06<00:00,  2.41it/s]\nEpoch 0: |          | 11716/? [1:21:06<00:00,  2.41it/s]\nEpoch 0: |          | 11717/? [1:21:06<00:00,  2.41it/s]\nEpoch 0: |          | 11717/? [1:21:06<00:00,  2.41it/s]\nEpoch 0: |          | 11718/? [1:21:07<00:00,  2.41it/s]\nEpoch 0: |          | 11718/? [1:21:07<00:00,  2.41it/s]\nEpoch 0: |          | 11719/? [1:21:07<00:00,  2.41it/s]\nEpoch 0: |          | 11719/? [1:21:07<00:00,  2.41it/s]\nEpoch 0: |          | 11720/? [1:21:07<00:00,  2.41it/s]\nEpoch 0: |          | 11720/? [1:21:07<00:00,  2.41it/s]\nEpoch 0: |          | 11721/? [1:21:08<00:00,  2.41it/s]\nEpoch 0: |          | 11721/? [1:21:08<00:00,  2.41it/s]\nEpoch 0: |          | 11722/? [1:21:08<00:00,  2.41it/s]\nEpoch 0: |          | 11722/? [1:21:08<00:00,  2.41it/s]\nEpoch 0: |          | 11723/? [1:21:09<00:00,  2.41it/s]\nEpoch 0: |          | 11723/? [1:21:09<00:00,  2.41it/s]\nEpoch 0: |          | 11724/? [1:21:09<00:00,  2.41it/s]\nEpoch 0: |          | 11724/? [1:21:09<00:00,  2.41it/s]\nEpoch 0: |          | 11725/? [1:21:10<00:00,  2.41it/s]\nEpoch 0: |          | 11725/? [1:21:10<00:00,  2.41it/s]\nEpoch 0: |          | 11726/? [1:21:10<00:00,  2.41it/s]\nEpoch 0: |          | 11726/? [1:21:10<00:00,  2.41it/s]\nEpoch 0: |          | 11727/? [1:21:10<00:00,  2.41it/s]\nEpoch 0: |          | 11727/? [1:21:10<00:00,  2.41it/s]\nEpoch 0: |          | 11728/? [1:21:11<00:00,  2.41it/s]\nEpoch 0: |          | 11728/? [1:21:11<00:00,  2.41it/s]\nEpoch 0: |          | 11729/? [1:21:11<00:00,  2.41it/s]\nEpoch 0: |          | 11729/? [1:21:11<00:00,  2.41it/s]\nEpoch 0: |          | 11730/? [1:21:12<00:00,  2.41it/s]\nEpoch 0: |          | 11730/? [1:21:12<00:00,  2.41it/s]\nEpoch 0: |          | 11731/? [1:21:12<00:00,  2.41it/s]\nEpoch 0: |          | 11731/? [1:21:12<00:00,  2.41it/s]\nEpoch 0: |          | 11732/? [1:21:12<00:00,  2.41it/s]\nEpoch 0: |          | 11732/? [1:21:12<00:00,  2.41it/s]\nEpoch 0: |          | 11733/? [1:21:13<00:00,  2.41it/s]\nEpoch 0: |          | 11733/? [1:21:13<00:00,  2.41it/s]\nEpoch 0: |          | 11734/? [1:21:13<00:00,  2.41it/s]\nEpoch 0: |          | 11734/? [1:21:13<00:00,  2.41it/s]\nEpoch 0: |          | 11735/? [1:21:14<00:00,  2.41it/s]\nEpoch 0: |          | 11735/? [1:21:14<00:00,  2.41it/s]\nEpoch 0: |          | 11736/? [1:21:14<00:00,  2.41it/s]\nEpoch 0: |          | 11736/? [1:21:14<00:00,  2.41it/s]\nEpoch 0: |          | 11737/? [1:21:14<00:00,  2.41it/s]\nEpoch 0: |          | 11737/? [1:21:14<00:00,  2.41it/s]\nEpoch 0: |          | 11738/? [1:21:15<00:00,  2.41it/s]\nEpoch 0: |          | 11738/? [1:21:15<00:00,  2.41it/s]\nEpoch 0: |          | 11739/? [1:21:15<00:00,  2.41it/s]\nEpoch 0: |          | 11739/? [1:21:15<00:00,  2.41it/s]\nEpoch 0: |          | 11740/? [1:21:16<00:00,  2.41it/s]\nEpoch 0: |          | 11740/? [1:21:16<00:00,  2.41it/s]\nEpoch 0: |          | 11741/? [1:21:16<00:00,  2.41it/s]\nEpoch 0: |          | 11741/? [1:21:16<00:00,  2.41it/s]\nEpoch 0: |          | 11742/? [1:21:16<00:00,  2.41it/s]\nEpoch 0: |          | 11742/? [1:21:16<00:00,  2.41it/s]\nEpoch 0: |          | 11743/? [1:21:17<00:00,  2.41it/s]\nEpoch 0: |          | 11743/? [1:21:17<00:00,  2.41it/s]\nEpoch 0: |          | 11744/? [1:21:17<00:00,  2.41it/s]\nEpoch 0: |          | 11744/? [1:21:17<00:00,  2.41it/s]\nEpoch 0: |          | 11745/? [1:21:18<00:00,  2.41it/s]\nEpoch 0: |          | 11745/? [1:21:18<00:00,  2.41it/s]\nEpoch 0: |          | 11746/? [1:21:18<00:00,  2.41it/s]\nEpoch 0: |          | 11746/? [1:21:18<00:00,  2.41it/s]\nEpoch 0: |          | 11747/? [1:21:18<00:00,  2.41it/s]\nEpoch 0: |          | 11747/? [1:21:18<00:00,  2.41it/s]\nEpoch 0: |          | 11748/? [1:21:19<00:00,  2.41it/s]\nEpoch 0: |          | 11748/? [1:21:19<00:00,  2.41it/s]\nEpoch 0: |          | 11749/? [1:21:19<00:00,  2.41it/s]\nEpoch 0: |          | 11749/? [1:21:19<00:00,  2.41it/s]\nEpoch 0: |          | 11750/? [1:21:19<00:00,  2.41it/s]\nEpoch 0: |          | 11750/? [1:21:19<00:00,  2.41it/s]\nEpoch 0: |          | 11751/? [1:21:20<00:00,  2.41it/s]\nEpoch 0: |          | 11751/? [1:21:20<00:00,  2.41it/s]\nEpoch 0: |          | 11752/? [1:21:20<00:00,  2.41it/s]\nEpoch 0: |          | 11752/? [1:21:20<00:00,  2.41it/s]\nEpoch 0: |          | 11753/? [1:21:21<00:00,  2.41it/s]\nEpoch 0: |          | 11753/? [1:21:21<00:00,  2.41it/s]\nEpoch 0: |          | 11754/? [1:21:21<00:00,  2.41it/s]\nEpoch 0: |          | 11754/? [1:21:21<00:00,  2.41it/s]\nEpoch 0: |          | 11755/? [1:21:21<00:00,  2.41it/s]\nEpoch 0: |          | 11755/? [1:21:21<00:00,  2.41it/s]\nEpoch 0: |          | 11756/? [1:21:22<00:00,  2.41it/s]\nEpoch 0: |          | 11756/? [1:21:22<00:00,  2.41it/s]\nEpoch 0: |          | 11757/? [1:21:22<00:00,  2.41it/s]\nEpoch 0: |          | 11757/? [1:21:22<00:00,  2.41it/s]\nEpoch 0: |          | 11758/? [1:21:23<00:00,  2.41it/s]\nEpoch 0: |          | 11758/? [1:21:23<00:00,  2.41it/s]\nEpoch 0: |          | 11759/? [1:21:23<00:00,  2.41it/s]\nEpoch 0: |          | 11759/? [1:21:23<00:00,  2.41it/s]\nEpoch 0: |          | 11760/? [1:21:24<00:00,  2.41it/s]\nEpoch 0: |          | 11760/? [1:21:24<00:00,  2.41it/s]\nEpoch 0: |          | 11761/? [1:21:24<00:00,  2.41it/s]\nEpoch 0: |          | 11761/? [1:21:24<00:00,  2.41it/s]\nEpoch 0: |          | 11762/? [1:21:24<00:00,  2.41it/s]\nEpoch 0: |          | 11762/? [1:21:24<00:00,  2.41it/s]\nEpoch 0: |          | 11763/? [1:21:25<00:00,  2.41it/s]\nEpoch 0: |          | 11763/? [1:21:25<00:00,  2.41it/s]\nEpoch 0: |          | 11764/? [1:21:25<00:00,  2.41it/s]\nEpoch 0: |          | 11764/? [1:21:25<00:00,  2.41it/s]\nEpoch 0: |          | 11765/? [1:21:25<00:00,  2.41it/s]\nEpoch 0: |          | 11765/? [1:21:25<00:00,  2.41it/s]\nEpoch 0: |          | 11766/? [1:21:26<00:00,  2.41it/s]\nEpoch 0: |          | 11766/? [1:21:26<00:00,  2.41it/s]\nEpoch 0: |          | 11767/? [1:21:26<00:00,  2.41it/s]\nEpoch 0: |          | 11767/? [1:21:26<00:00,  2.41it/s]\nEpoch 0: |          | 11768/? [1:21:27<00:00,  2.41it/s]\nEpoch 0: |          | 11768/? [1:21:27<00:00,  2.41it/s]\nEpoch 0: |          | 11769/? [1:21:27<00:00,  2.41it/s]\nEpoch 0: |          | 11769/? [1:21:27<00:00,  2.41it/s]\nEpoch 0: |          | 11770/? [1:21:28<00:00,  2.41it/s]\nEpoch 0: |          | 11770/? [1:21:28<00:00,  2.41it/s]\nEpoch 0: |          | 11771/? [1:21:28<00:00,  2.41it/s]\nEpoch 0: |          | 11771/? [1:21:28<00:00,  2.41it/s]\nEpoch 0: |          | 11772/? [1:21:28<00:00,  2.41it/s]\nEpoch 0: |          | 11772/? [1:21:28<00:00,  2.41it/s]\nEpoch 0: |          | 11773/? [1:21:29<00:00,  2.41it/s]\nEpoch 0: |          | 11773/? [1:21:29<00:00,  2.41it/s]\nEpoch 0: |          | 11774/? [1:21:29<00:00,  2.41it/s]\nEpoch 0: |          | 11774/? [1:21:29<00:00,  2.41it/s]\nEpoch 0: |          | 11775/? [1:21:30<00:00,  2.41it/s]\nEpoch 0: |          | 11775/? [1:21:30<00:00,  2.41it/s]\nEpoch 0: |          | 11776/? [1:21:30<00:00,  2.41it/s]\nEpoch 0: |          | 11776/? [1:21:30<00:00,  2.41it/s]\nEpoch 0: |          | 11777/? [1:21:30<00:00,  2.41it/s]\nEpoch 0: |          | 11777/? [1:21:30<00:00,  2.41it/s]\nEpoch 0: |          | 11778/? [1:21:31<00:00,  2.41it/s]\nEpoch 0: |          | 11778/? [1:21:31<00:00,  2.41it/s]\nEpoch 0: |          | 11779/? [1:21:31<00:00,  2.41it/s]\nEpoch 0: |          | 11779/? [1:21:31<00:00,  2.41it/s]\nEpoch 0: |          | 11780/? [1:21:32<00:00,  2.41it/s]\nEpoch 0: |          | 11780/? [1:21:32<00:00,  2.41it/s]\nEpoch 0: |          | 11781/? [1:21:32<00:00,  2.41it/s]\nEpoch 0: |          | 11781/? [1:21:32<00:00,  2.41it/s]\nEpoch 0: |          | 11782/? [1:21:32<00:00,  2.41it/s]\nEpoch 0: |          | 11782/? [1:21:32<00:00,  2.41it/s]\nEpoch 0: |          | 11783/? [1:21:33<00:00,  2.41it/s]\nEpoch 0: |          | 11783/? [1:21:33<00:00,  2.41it/s]\nEpoch 0: |          | 11784/? [1:21:33<00:00,  2.41it/s]\nEpoch 0: |          | 11784/? [1:21:33<00:00,  2.41it/s]\nEpoch 0: |          | 11785/? [1:21:34<00:00,  2.41it/s]\nEpoch 0: |          | 11785/? [1:21:34<00:00,  2.41it/s]\nEpoch 0: |          | 11786/? [1:21:34<00:00,  2.41it/s]\nEpoch 0: |          | 11786/? [1:21:34<00:00,  2.41it/s]\nEpoch 0: |          | 11787/? [1:21:34<00:00,  2.41it/s]\nEpoch 0: |          | 11787/? [1:21:34<00:00,  2.41it/s]\nEpoch 0: |          | 11788/? [1:21:35<00:00,  2.41it/s]\nEpoch 0: |          | 11788/? [1:21:35<00:00,  2.41it/s]\nEpoch 0: |          | 11789/? [1:21:35<00:00,  2.41it/s]\nEpoch 0: |          | 11789/? [1:21:35<00:00,  2.41it/s]\nEpoch 0: |          | 11790/? [1:21:36<00:00,  2.41it/s]\nEpoch 0: |          | 11790/? [1:21:36<00:00,  2.41it/s]\nEpoch 0: |          | 11791/? [1:21:36<00:00,  2.41it/s]\nEpoch 0: |          | 11791/? [1:21:36<00:00,  2.41it/s]\nEpoch 0: |          | 11792/? [1:21:36<00:00,  2.41it/s]\nEpoch 0: |          | 11792/? [1:21:36<00:00,  2.41it/s]\nEpoch 0: |          | 11793/? [1:21:37<00:00,  2.41it/s]\nEpoch 0: |          | 11793/? [1:21:37<00:00,  2.41it/s]\nEpoch 0: |          | 11794/? [1:21:37<00:00,  2.41it/s]\nEpoch 0: |          | 11794/? [1:21:37<00:00,  2.41it/s]\nEpoch 0: |          | 11795/? [1:21:38<00:00,  2.41it/s]\nEpoch 0: |          | 11795/? [1:21:38<00:00,  2.41it/s]\nEpoch 0: |          | 11796/? [1:21:38<00:00,  2.41it/s]\nEpoch 0: |          | 11796/? [1:21:38<00:00,  2.41it/s]\nEpoch 0: |          | 11797/? [1:21:38<00:00,  2.41it/s]\nEpoch 0: |          | 11797/? [1:21:38<00:00,  2.41it/s]\nEpoch 0: |          | 11798/? [1:21:39<00:00,  2.41it/s]\nEpoch 0: |          | 11798/? [1:21:39<00:00,  2.41it/s]\nEpoch 0: |          | 11799/? [1:21:39<00:00,  2.41it/s]\nEpoch 0: |          | 11799/? [1:21:39<00:00,  2.41it/s]\nEpoch 0: |          | 11800/? [1:21:40<00:00,  2.41it/s]\nEpoch 0: |          | 11800/? [1:21:40<00:00,  2.41it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.04it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.88it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.59it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.50it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 11800/? [1:21:40<00:00,  2.41it/s]\nEpoch 0: |          | 11801/? [1:21:40<00:00,  2.41it/s]\nEpoch 0: |          | 11801/? [1:21:40<00:00,  2.41it/s]\nEpoch 0: |          | 11802/? [1:21:41<00:00,  2.41it/s]\nEpoch 0: |          | 11802/? [1:21:41<00:00,  2.41it/s]\nEpoch 0: |          | 11803/? [1:21:41<00:00,  2.41it/s]\nEpoch 0: |          | 11803/? [1:21:41<00:00,  2.41it/s]\nEpoch 0: |          | 11804/? [1:21:42<00:00,  2.41it/s]\nEpoch 0: |          | 11804/? [1:21:42<00:00,  2.41it/s]\nEpoch 0: |          | 11805/? [1:21:42<00:00,  2.41it/s]\nEpoch 0: |          | 11805/? [1:21:42<00:00,  2.41it/s]\nEpoch 0: |          | 11806/? [1:21:42<00:00,  2.41it/s]\nEpoch 0: |          | 11806/? [1:21:42<00:00,  2.41it/s]\nEpoch 0: |          | 11807/? [1:21:43<00:00,  2.41it/s]\nEpoch 0: |          | 11807/? [1:21:43<00:00,  2.41it/s]\nEpoch 0: |          | 11808/? [1:21:43<00:00,  2.41it/s]\nEpoch 0: |          | 11808/? [1:21:43<00:00,  2.41it/s]\nEpoch 0: |          | 11809/? [1:21:43<00:00,  2.41it/s]\nEpoch 0: |          | 11809/? [1:21:43<00:00,  2.41it/s]\nEpoch 0: |          | 11810/? [1:21:44<00:00,  2.41it/s]\nEpoch 0: |          | 11810/? [1:21:44<00:00,  2.41it/s]\nEpoch 0: |          | 11811/? [1:21:44<00:00,  2.41it/s]\nEpoch 0: |          | 11811/? [1:21:44<00:00,  2.41it/s]\nEpoch 0: |          | 11812/? [1:21:45<00:00,  2.41it/s]\nEpoch 0: |          | 11812/? [1:21:45<00:00,  2.41it/s]\nEpoch 0: |          | 11813/? [1:21:45<00:00,  2.41it/s]\nEpoch 0: |          | 11813/? [1:21:45<00:00,  2.41it/s]\nEpoch 0: |          | 11814/? [1:21:45<00:00,  2.41it/s]\nEpoch 0: |          | 11814/? [1:21:45<00:00,  2.41it/s]\nEpoch 0: |          | 11815/? [1:21:46<00:00,  2.41it/s]\nEpoch 0: |          | 11815/? [1:21:46<00:00,  2.41it/s]\nEpoch 0: |          | 11816/? [1:21:46<00:00,  2.41it/s]\nEpoch 0: |          | 11816/? [1:21:46<00:00,  2.41it/s]\nEpoch 0: |          | 11817/? [1:21:47<00:00,  2.41it/s]\nEpoch 0: |          | 11817/? [1:21:47<00:00,  2.41it/s]\nEpoch 0: |          | 11818/? [1:21:47<00:00,  2.41it/s]\nEpoch 0: |          | 11818/? [1:21:47<00:00,  2.41it/s]\nEpoch 0: |          | 11819/? [1:21:47<00:00,  2.41it/s]\nEpoch 0: |          | 11819/? [1:21:47<00:00,  2.41it/s]\nEpoch 0: |          | 11820/? [1:21:48<00:00,  2.41it/s]\nEpoch 0: |          | 11820/? [1:21:48<00:00,  2.41it/s]\nEpoch 0: |          | 11821/? [1:21:48<00:00,  2.41it/s]\nEpoch 0: |          | 11821/? [1:21:48<00:00,  2.41it/s]\nEpoch 0: |          | 11822/? [1:21:49<00:00,  2.41it/s]\nEpoch 0: |          | 11822/? [1:21:49<00:00,  2.41it/s]\nEpoch 0: |          | 11823/? [1:21:49<00:00,  2.41it/s]\nEpoch 0: |          | 11823/? [1:21:49<00:00,  2.41it/s]\nEpoch 0: |          | 11824/? [1:21:49<00:00,  2.41it/s]\nEpoch 0: |          | 11824/? [1:21:49<00:00,  2.41it/s]\nEpoch 0: |          | 11825/? [1:21:50<00:00,  2.41it/s]\nEpoch 0: |          | 11825/? [1:21:50<00:00,  2.41it/s]\nEpoch 0: |          | 11826/? [1:21:50<00:00,  2.41it/s]\nEpoch 0: |          | 11826/? [1:21:50<00:00,  2.41it/s]\nEpoch 0: |          | 11827/? [1:21:51<00:00,  2.41it/s]\nEpoch 0: |          | 11827/? [1:21:51<00:00,  2.41it/s]\nEpoch 0: |          | 11828/? [1:21:51<00:00,  2.41it/s]\nEpoch 0: |          | 11828/? [1:21:51<00:00,  2.41it/s]\nEpoch 0: |          | 11829/? [1:21:51<00:00,  2.41it/s]\nEpoch 0: |          | 11829/? [1:21:51<00:00,  2.41it/s]\nEpoch 0: |          | 11830/? [1:21:52<00:00,  2.41it/s]\nEpoch 0: |          | 11830/? [1:21:52<00:00,  2.41it/s]\nEpoch 0: |          | 11831/? [1:21:52<00:00,  2.41it/s]\nEpoch 0: |          | 11831/? [1:21:52<00:00,  2.41it/s]\nEpoch 0: |          | 11832/? [1:21:53<00:00,  2.41it/s]\nEpoch 0: |          | 11832/? [1:21:53<00:00,  2.41it/s]\nEpoch 0: |          | 11833/? [1:21:53<00:00,  2.41it/s]\nEpoch 0: |          | 11833/? [1:21:53<00:00,  2.41it/s]\nEpoch 0: |          | 11834/? [1:21:53<00:00,  2.41it/s]\nEpoch 0: |          | 11834/? [1:21:53<00:00,  2.41it/s]\nEpoch 0: |          | 11835/? [1:21:54<00:00,  2.41it/s]\nEpoch 0: |          | 11835/? [1:21:54<00:00,  2.41it/s]\nEpoch 0: |          | 11836/? [1:21:54<00:00,  2.41it/s]\nEpoch 0: |          | 11836/? [1:21:54<00:00,  2.41it/s]\nEpoch 0: |          | 11837/? [1:21:55<00:00,  2.41it/s]\nEpoch 0: |          | 11837/? [1:21:55<00:00,  2.41it/s]\nEpoch 0: |          | 11838/? [1:21:55<00:00,  2.41it/s]\nEpoch 0: |          | 11838/? [1:21:55<00:00,  2.41it/s]\nEpoch 0: |          | 11839/? [1:21:55<00:00,  2.41it/s]\nEpoch 0: |          | 11839/? [1:21:55<00:00,  2.41it/s]\nEpoch 0: |          | 11840/? [1:21:56<00:00,  2.41it/s]\nEpoch 0: |          | 11840/? [1:21:56<00:00,  2.41it/s]\nEpoch 0: |          | 11841/? [1:21:56<00:00,  2.41it/s]\nEpoch 0: |          | 11841/? [1:21:56<00:00,  2.41it/s]\nEpoch 0: |          | 11842/? [1:21:57<00:00,  2.41it/s]\nEpoch 0: |          | 11842/? [1:21:57<00:00,  2.41it/s]\nEpoch 0: |          | 11843/? [1:21:57<00:00,  2.41it/s]\nEpoch 0: |          | 11843/? [1:21:57<00:00,  2.41it/s]\nEpoch 0: |          | 11844/? [1:21:57<00:00,  2.41it/s]\nEpoch 0: |          | 11844/? [1:21:57<00:00,  2.41it/s]\nEpoch 0: |          | 11845/? [1:21:58<00:00,  2.41it/s]\nEpoch 0: |          | 11845/? [1:21:58<00:00,  2.41it/s]\nEpoch 0: |          | 11846/? [1:21:58<00:00,  2.41it/s]\nEpoch 0: |          | 11846/? [1:21:58<00:00,  2.41it/s]\nEpoch 0: |          | 11847/? [1:21:59<00:00,  2.41it/s]\nEpoch 0: |          | 11847/? [1:21:59<00:00,  2.41it/s]\nEpoch 0: |          | 11848/? [1:21:59<00:00,  2.41it/s]\nEpoch 0: |          | 11848/? [1:21:59<00:00,  2.41it/s]\nEpoch 0: |          | 11849/? [1:21:59<00:00,  2.41it/s]\nEpoch 0: |          | 11849/? [1:21:59<00:00,  2.41it/s]\nEpoch 0: |          | 11850/? [1:22:00<00:00,  2.41it/s]\nEpoch 0: |          | 11850/? [1:22:00<00:00,  2.41it/s]\nEpoch 0: |          | 11851/? [1:22:00<00:00,  2.41it/s]\nEpoch 0: |          | 11851/? [1:22:00<00:00,  2.41it/s]\nEpoch 0: |          | 11852/? [1:22:01<00:00,  2.41it/s]\nEpoch 0: |          | 11852/? [1:22:01<00:00,  2.41it/s]\nEpoch 0: |          | 11853/? [1:22:01<00:00,  2.41it/s]\nEpoch 0: |          | 11853/? [1:22:01<00:00,  2.41it/s]\nEpoch 0: |          | 11854/? [1:22:01<00:00,  2.41it/s]\nEpoch 0: |          | 11854/? [1:22:01<00:00,  2.41it/s]\nEpoch 0: |          | 11855/? [1:22:02<00:00,  2.41it/s]\nEpoch 0: |          | 11855/? [1:22:02<00:00,  2.41it/s]\nEpoch 0: |          | 11856/? [1:22:02<00:00,  2.41it/s]\nEpoch 0: |          | 11856/? [1:22:02<00:00,  2.41it/s]\nEpoch 0: |          | 11857/? [1:22:03<00:00,  2.41it/s]\nEpoch 0: |          | 11857/? [1:22:03<00:00,  2.41it/s]\nEpoch 0: |          | 11858/? [1:22:03<00:00,  2.41it/s]\nEpoch 0: |          | 11858/? [1:22:03<00:00,  2.41it/s]\nEpoch 0: |          | 11859/? [1:22:03<00:00,  2.41it/s]\nEpoch 0: |          | 11859/? [1:22:03<00:00,  2.41it/s]\nEpoch 0: |          | 11860/? [1:22:04<00:00,  2.41it/s]\nEpoch 0: |          | 11860/? [1:22:04<00:00,  2.41it/s]\nEpoch 0: |          | 11861/? [1:22:04<00:00,  2.41it/s]\nEpoch 0: |          | 11861/? [1:22:04<00:00,  2.41it/s]\nEpoch 0: |          | 11862/? [1:22:05<00:00,  2.41it/s]\nEpoch 0: |          | 11862/? [1:22:05<00:00,  2.41it/s]\nEpoch 0: |          | 11863/? [1:22:05<00:00,  2.41it/s]\nEpoch 0: |          | 11863/? [1:22:05<00:00,  2.41it/s]\nEpoch 0: |          | 11864/? [1:22:06<00:00,  2.41it/s]\nEpoch 0: |          | 11864/? [1:22:06<00:00,  2.41it/s]\nEpoch 0: |          | 11865/? [1:22:06<00:00,  2.41it/s]\nEpoch 0: |          | 11865/? [1:22:06<00:00,  2.41it/s]\nEpoch 0: |          | 11866/? [1:22:06<00:00,  2.41it/s]\nEpoch 0: |          | 11866/? [1:22:06<00:00,  2.41it/s]\nEpoch 0: |          | 11867/? [1:22:07<00:00,  2.41it/s]\nEpoch 0: |          | 11867/? [1:22:07<00:00,  2.41it/s]\nEpoch 0: |          | 11868/? [1:22:07<00:00,  2.41it/s]\nEpoch 0: |          | 11868/? [1:22:07<00:00,  2.41it/s]\nEpoch 0: |          | 11869/? [1:22:08<00:00,  2.41it/s]\nEpoch 0: |          | 11869/? [1:22:08<00:00,  2.41it/s]\nEpoch 0: |          | 11870/? [1:22:08<00:00,  2.41it/s]\nEpoch 0: |          | 11870/? [1:22:08<00:00,  2.41it/s]\nEpoch 0: |          | 11871/? [1:22:08<00:00,  2.41it/s]\nEpoch 0: |          | 11871/? [1:22:08<00:00,  2.41it/s]\nEpoch 0: |          | 11872/? [1:22:09<00:00,  2.41it/s]\nEpoch 0: |          | 11872/? [1:22:09<00:00,  2.41it/s]\nEpoch 0: |          | 11873/? [1:22:09<00:00,  2.41it/s]\nEpoch 0: |          | 11873/? [1:22:09<00:00,  2.41it/s]\nEpoch 0: |          | 11874/? [1:22:10<00:00,  2.41it/s]\nEpoch 0: |          | 11874/? [1:22:10<00:00,  2.41it/s]\nEpoch 0: |          | 11875/? [1:22:10<00:00,  2.41it/s]\nEpoch 0: |          | 11875/? [1:22:10<00:00,  2.41it/s]\nEpoch 0: |          | 11876/? [1:22:10<00:00,  2.41it/s]\nEpoch 0: |          | 11876/? [1:22:10<00:00,  2.41it/s]\nEpoch 0: |          | 11877/? [1:22:11<00:00,  2.41it/s]\nEpoch 0: |          | 11877/? [1:22:11<00:00,  2.41it/s]\nEpoch 0: |          | 11878/? [1:22:11<00:00,  2.41it/s]\nEpoch 0: |          | 11878/? [1:22:11<00:00,  2.41it/s]\nEpoch 0: |          | 11879/? [1:22:11<00:00,  2.41it/s]\nEpoch 0: |          | 11879/? [1:22:11<00:00,  2.41it/s]\nEpoch 0: |          | 11880/? [1:22:12<00:00,  2.41it/s]\nEpoch 0: |          | 11880/? [1:22:12<00:00,  2.41it/s]\nEpoch 0: |          | 11881/? [1:22:12<00:00,  2.41it/s]\nEpoch 0: |          | 11881/? [1:22:12<00:00,  2.41it/s]\nEpoch 0: |          | 11882/? [1:22:13<00:00,  2.41it/s]\nEpoch 0: |          | 11882/? [1:22:13<00:00,  2.41it/s]\nEpoch 0: |          | 11883/? [1:22:13<00:00,  2.41it/s]\nEpoch 0: |          | 11883/? [1:22:13<00:00,  2.41it/s]\nEpoch 0: |          | 11884/? [1:22:13<00:00,  2.41it/s]\nEpoch 0: |          | 11884/? [1:22:13<00:00,  2.41it/s]\nEpoch 0: |          | 11885/? [1:22:14<00:00,  2.41it/s]\nEpoch 0: |          | 11885/? [1:22:14<00:00,  2.41it/s]\nEpoch 0: |          | 11886/? [1:22:14<00:00,  2.41it/s]\nEpoch 0: |          | 11886/? [1:22:14<00:00,  2.41it/s]\nEpoch 0: |          | 11887/? [1:22:14<00:00,  2.41it/s]\nEpoch 0: |          | 11887/? [1:22:14<00:00,  2.41it/s]\nEpoch 0: |          | 11888/? [1:22:15<00:00,  2.41it/s]\nEpoch 0: |          | 11888/? [1:22:15<00:00,  2.41it/s]\nEpoch 0: |          | 11889/? [1:22:15<00:00,  2.41it/s]\nEpoch 0: |          | 11889/? [1:22:15<00:00,  2.41it/s]\nEpoch 0: |          | 11890/? [1:22:16<00:00,  2.41it/s]\nEpoch 0: |          | 11890/? [1:22:16<00:00,  2.41it/s]\nEpoch 0: |          | 11891/? [1:22:16<00:00,  2.41it/s]\nEpoch 0: |          | 11891/? [1:22:16<00:00,  2.41it/s]\nEpoch 0: |          | 11892/? [1:22:16<00:00,  2.41it/s]\nEpoch 0: |          | 11892/? [1:22:16<00:00,  2.41it/s]\nEpoch 0: |          | 11893/? [1:22:17<00:00,  2.41it/s]\nEpoch 0: |          | 11893/? [1:22:17<00:00,  2.41it/s]\nEpoch 0: |          | 11894/? [1:22:17<00:00,  2.41it/s]\nEpoch 0: |          | 11894/? [1:22:17<00:00,  2.41it/s]\nEpoch 0: |          | 11895/? [1:22:18<00:00,  2.41it/s]\nEpoch 0: |          | 11895/? [1:22:18<00:00,  2.41it/s]\nEpoch 0: |          | 11896/? [1:22:18<00:00,  2.41it/s]\nEpoch 0: |          | 11896/? [1:22:18<00:00,  2.41it/s]\nEpoch 0: |          | 11897/? [1:22:18<00:00,  2.41it/s]\nEpoch 0: |          | 11897/? [1:22:18<00:00,  2.41it/s]\nEpoch 0: |          | 11898/? [1:22:19<00:00,  2.41it/s]\nEpoch 0: |          | 11898/? [1:22:19<00:00,  2.41it/s]\nEpoch 0: |          | 11899/? [1:22:19<00:00,  2.41it/s]\nEpoch 0: |          | 11899/? [1:22:19<00:00,  2.41it/s]\nEpoch 0: |          | 11900/? [1:22:20<00:00,  2.41it/s]\nEpoch 0: |          | 11900/? [1:22:20<00:00,  2.41it/s]\nEpoch 0: |          | 11901/? [1:22:20<00:00,  2.41it/s]\nEpoch 0: |          | 11901/? [1:22:20<00:00,  2.41it/s]\nEpoch 0: |          | 11902/? [1:22:20<00:00,  2.41it/s]\nEpoch 0: |          | 11902/? [1:22:20<00:00,  2.41it/s]\nEpoch 0: |          | 11903/? [1:22:21<00:00,  2.41it/s]\nEpoch 0: |          | 11903/? [1:22:21<00:00,  2.41it/s]\nEpoch 0: |          | 11904/? [1:22:21<00:00,  2.41it/s]\nEpoch 0: |          | 11904/? [1:22:21<00:00,  2.41it/s]\nEpoch 0: |          | 11905/? [1:22:22<00:00,  2.41it/s]\nEpoch 0: |          | 11905/? [1:22:22<00:00,  2.41it/s]\nEpoch 0: |          | 11906/? [1:22:22<00:00,  2.41it/s]\nEpoch 0: |          | 11906/? [1:22:22<00:00,  2.41it/s]\nEpoch 0: |          | 11907/? [1:22:22<00:00,  2.41it/s]\nEpoch 0: |          | 11907/? [1:22:22<00:00,  2.41it/s]\nEpoch 0: |          | 11908/? [1:22:23<00:00,  2.41it/s]\nEpoch 0: |          | 11908/? [1:22:23<00:00,  2.41it/s]\nEpoch 0: |          | 11909/? [1:22:23<00:00,  2.41it/s]\nEpoch 0: |          | 11909/? [1:22:23<00:00,  2.41it/s]\nEpoch 0: |          | 11910/? [1:22:24<00:00,  2.41it/s]\nEpoch 0: |          | 11910/? [1:22:24<00:00,  2.41it/s]\nEpoch 0: |          | 11911/? [1:22:24<00:00,  2.41it/s]\nEpoch 0: |          | 11911/? [1:22:24<00:00,  2.41it/s]\nEpoch 0: |          | 11912/? [1:22:24<00:00,  2.41it/s]\nEpoch 0: |          | 11912/? [1:22:24<00:00,  2.41it/s]\nEpoch 0: |          | 11913/? [1:22:25<00:00,  2.41it/s]\nEpoch 0: |          | 11913/? [1:22:25<00:00,  2.41it/s]\nEpoch 0: |          | 11914/? [1:22:25<00:00,  2.41it/s]\nEpoch 0: |          | 11914/? [1:22:25<00:00,  2.41it/s]\nEpoch 0: |          | 11915/? [1:22:26<00:00,  2.41it/s]\nEpoch 0: |          | 11915/? [1:22:26<00:00,  2.41it/s]\nEpoch 0: |          | 11916/? [1:22:26<00:00,  2.41it/s]\nEpoch 0: |          | 11916/? [1:22:26<00:00,  2.41it/s]\nEpoch 0: |          | 11917/? [1:22:26<00:00,  2.41it/s]\nEpoch 0: |          | 11917/? [1:22:26<00:00,  2.41it/s]\nEpoch 0: |          | 11918/? [1:22:27<00:00,  2.41it/s]\nEpoch 0: |          | 11918/? [1:22:27<00:00,  2.41it/s]\nEpoch 0: |          | 11919/? [1:22:27<00:00,  2.41it/s]\nEpoch 0: |          | 11919/? [1:22:27<00:00,  2.41it/s]\nEpoch 0: |          | 11920/? [1:22:28<00:00,  2.41it/s]\nEpoch 0: |          | 11920/? [1:22:28<00:00,  2.41it/s]\nEpoch 0: |          | 11921/? [1:22:28<00:00,  2.41it/s]\nEpoch 0: |          | 11921/? [1:22:28<00:00,  2.41it/s]\nEpoch 0: |          | 11922/? [1:22:28<00:00,  2.41it/s]\nEpoch 0: |          | 11922/? [1:22:28<00:00,  2.41it/s]\nEpoch 0: |          | 11923/? [1:22:29<00:00,  2.41it/s]\nEpoch 0: |          | 11923/? [1:22:29<00:00,  2.41it/s]\nEpoch 0: |          | 11924/? [1:22:29<00:00,  2.41it/s]\nEpoch 0: |          | 11924/? [1:22:29<00:00,  2.41it/s]\nEpoch 0: |          | 11925/? [1:22:30<00:00,  2.41it/s]\nEpoch 0: |          | 11925/? [1:22:30<00:00,  2.41it/s]\nEpoch 0: |          | 11926/? [1:22:30<00:00,  2.41it/s]\nEpoch 0: |          | 11926/? [1:22:30<00:00,  2.41it/s]\nEpoch 0: |          | 11927/? [1:22:30<00:00,  2.41it/s]\nEpoch 0: |          | 11927/? [1:22:30<00:00,  2.41it/s]\nEpoch 0: |          | 11928/? [1:22:31<00:00,  2.41it/s]\nEpoch 0: |          | 11928/? [1:22:31<00:00,  2.41it/s]\nEpoch 0: |          | 11929/? [1:22:31<00:00,  2.41it/s]\nEpoch 0: |          | 11929/? [1:22:31<00:00,  2.41it/s]\nEpoch 0: |          | 11930/? [1:22:31<00:00,  2.41it/s]\nEpoch 0: |          | 11930/? [1:22:31<00:00,  2.41it/s]\nEpoch 0: |          | 11931/? [1:22:32<00:00,  2.41it/s]\nEpoch 0: |          | 11931/? [1:22:32<00:00,  2.41it/s]\nEpoch 0: |          | 11932/? [1:22:32<00:00,  2.41it/s]\nEpoch 0: |          | 11932/? [1:22:32<00:00,  2.41it/s]\nEpoch 0: |          | 11933/? [1:22:33<00:00,  2.41it/s]\nEpoch 0: |          | 11933/? [1:22:33<00:00,  2.41it/s]\nEpoch 0: |          | 11934/? [1:22:33<00:00,  2.41it/s]\nEpoch 0: |          | 11934/? [1:22:33<00:00,  2.41it/s]\nEpoch 0: |          | 11935/? [1:22:33<00:00,  2.41it/s]\nEpoch 0: |          | 11935/? [1:22:33<00:00,  2.41it/s]\nEpoch 0: |          | 11936/? [1:22:34<00:00,  2.41it/s]\nEpoch 0: |          | 11936/? [1:22:34<00:00,  2.41it/s]\nEpoch 0: |          | 11937/? [1:22:34<00:00,  2.41it/s]\nEpoch 0: |          | 11937/? [1:22:34<00:00,  2.41it/s]\nEpoch 0: |          | 11938/? [1:22:35<00:00,  2.41it/s]\nEpoch 0: |          | 11938/? [1:22:35<00:00,  2.41it/s]\nEpoch 0: |          | 11939/? [1:22:35<00:00,  2.41it/s]\nEpoch 0: |          | 11939/? [1:22:35<00:00,  2.41it/s]\nEpoch 0: |          | 11940/? [1:22:35<00:00,  2.41it/s]\nEpoch 0: |          | 11940/? [1:22:35<00:00,  2.41it/s]\nEpoch 0: |          | 11941/? [1:22:36<00:00,  2.41it/s]\nEpoch 0: |          | 11941/? [1:22:36<00:00,  2.41it/s]\nEpoch 0: |          | 11942/? [1:22:36<00:00,  2.41it/s]\nEpoch 0: |          | 11942/? [1:22:36<00:00,  2.41it/s]\nEpoch 0: |          | 11943/? [1:22:37<00:00,  2.41it/s]\nEpoch 0: |          | 11943/? [1:22:37<00:00,  2.41it/s]\nEpoch 0: |          | 11944/? [1:22:37<00:00,  2.41it/s]\nEpoch 0: |          | 11944/? [1:22:37<00:00,  2.41it/s]\nEpoch 0: |          | 11945/? [1:22:37<00:00,  2.41it/s]\nEpoch 0: |          | 11945/? [1:22:37<00:00,  2.41it/s]\nEpoch 0: |          | 11946/? [1:22:38<00:00,  2.41it/s]\nEpoch 0: |          | 11946/? [1:22:38<00:00,  2.41it/s]\nEpoch 0: |          | 11947/? [1:22:38<00:00,  2.41it/s]\nEpoch 0: |          | 11947/? [1:22:38<00:00,  2.41it/s]\nEpoch 0: |          | 11948/? [1:22:39<00:00,  2.41it/s]\nEpoch 0: |          | 11948/? [1:22:39<00:00,  2.41it/s]\nEpoch 0: |          | 11949/? [1:22:39<00:00,  2.41it/s]\nEpoch 0: |          | 11949/? [1:22:39<00:00,  2.41it/s]\nEpoch 0: |          | 11950/? [1:22:39<00:00,  2.41it/s]\nEpoch 0: |          | 11950/? [1:22:39<00:00,  2.41it/s]\nEpoch 0: |          | 11951/? [1:22:40<00:00,  2.41it/s]\nEpoch 0: |          | 11951/? [1:22:40<00:00,  2.41it/s]\nEpoch 0: |          | 11952/? [1:22:40<00:00,  2.41it/s]\nEpoch 0: |          | 11952/? [1:22:40<00:00,  2.41it/s]\nEpoch 0: |          | 11953/? [1:22:41<00:00,  2.41it/s]\nEpoch 0: |          | 11953/? [1:22:41<00:00,  2.41it/s]\nEpoch 0: |          | 11954/? [1:22:41<00:00,  2.41it/s]\nEpoch 0: |          | 11954/? [1:22:41<00:00,  2.41it/s]\nEpoch 0: |          | 11955/? [1:22:41<00:00,  2.41it/s]\nEpoch 0: |          | 11955/? [1:22:41<00:00,  2.41it/s]\nEpoch 0: |          | 11956/? [1:22:42<00:00,  2.41it/s]\nEpoch 0: |          | 11956/? [1:22:42<00:00,  2.41it/s]\nEpoch 0: |          | 11957/? [1:22:42<00:00,  2.41it/s]\nEpoch 0: |          | 11957/? [1:22:42<00:00,  2.41it/s]\nEpoch 0: |          | 11958/? [1:22:42<00:00,  2.41it/s]\nEpoch 0: |          | 11958/? [1:22:42<00:00,  2.41it/s]\nEpoch 0: |          | 11959/? [1:22:43<00:00,  2.41it/s]\nEpoch 0: |          | 11959/? [1:22:43<00:00,  2.41it/s]\nEpoch 0: |          | 11960/? [1:22:43<00:00,  2.41it/s]\nEpoch 0: |          | 11960/? [1:22:43<00:00,  2.41it/s]\nEpoch 0: |          | 11961/? [1:22:44<00:00,  2.41it/s]\nEpoch 0: |          | 11961/? [1:22:44<00:00,  2.41it/s]\nEpoch 0: |          | 11962/? [1:22:44<00:00,  2.41it/s]\nEpoch 0: |          | 11962/? [1:22:44<00:00,  2.41it/s]\nEpoch 0: |          | 11963/? [1:22:45<00:00,  2.41it/s]\nEpoch 0: |          | 11963/? [1:22:45<00:00,  2.41it/s]\nEpoch 0: |          | 11964/? [1:22:45<00:00,  2.41it/s]\nEpoch 0: |          | 11964/? [1:22:45<00:00,  2.41it/s]\nEpoch 0: |          | 11965/? [1:22:45<00:00,  2.41it/s]\nEpoch 0: |          | 11965/? [1:22:45<00:00,  2.41it/s]\nEpoch 0: |          | 11966/? [1:22:46<00:00,  2.41it/s]\nEpoch 0: |          | 11966/? [1:22:46<00:00,  2.41it/s]\nEpoch 0: |          | 11967/? [1:22:46<00:00,  2.41it/s]\nEpoch 0: |          | 11967/? [1:22:46<00:00,  2.41it/s]\nEpoch 0: |          | 11968/? [1:22:47<00:00,  2.41it/s]\nEpoch 0: |          | 11968/? [1:22:47<00:00,  2.41it/s]\nEpoch 0: |          | 11969/? [1:22:47<00:00,  2.41it/s]\nEpoch 0: |          | 11969/? [1:22:47<00:00,  2.41it/s]\nEpoch 0: |          | 11970/? [1:22:47<00:00,  2.41it/s]\nEpoch 0: |          | 11970/? [1:22:47<00:00,  2.41it/s]\nEpoch 0: |          | 11971/? [1:22:48<00:00,  2.41it/s]\nEpoch 0: |          | 11971/? [1:22:48<00:00,  2.41it/s]\nEpoch 0: |          | 11972/? [1:22:48<00:00,  2.41it/s]\nEpoch 0: |          | 11972/? [1:22:48<00:00,  2.41it/s]\nEpoch 0: |          | 11973/? [1:22:49<00:00,  2.41it/s]\nEpoch 0: |          | 11973/? [1:22:49<00:00,  2.41it/s]\nEpoch 0: |          | 11974/? [1:22:49<00:00,  2.41it/s]\nEpoch 0: |          | 11974/? [1:22:49<00:00,  2.41it/s]\nEpoch 0: |          | 11975/? [1:22:49<00:00,  2.41it/s]\nEpoch 0: |          | 11975/? [1:22:49<00:00,  2.41it/s]\nEpoch 0: |          | 11976/? [1:22:50<00:00,  2.41it/s]\nEpoch 0: |          | 11976/? [1:22:50<00:00,  2.41it/s]\nEpoch 0: |          | 11977/? [1:22:50<00:00,  2.41it/s]\nEpoch 0: |          | 11977/? [1:22:50<00:00,  2.41it/s]\nEpoch 0: |          | 11978/? [1:22:50<00:00,  2.41it/s]\nEpoch 0: |          | 11978/? [1:22:50<00:00,  2.41it/s]\nEpoch 0: |          | 11979/? [1:22:51<00:00,  2.41it/s]\nEpoch 0: |          | 11979/? [1:22:51<00:00,  2.41it/s]\nEpoch 0: |          | 11980/? [1:22:51<00:00,  2.41it/s]\nEpoch 0: |          | 11980/? [1:22:51<00:00,  2.41it/s]\nEpoch 0: |          | 11981/? [1:22:52<00:00,  2.41it/s]\nEpoch 0: |          | 11981/? [1:22:52<00:00,  2.41it/s]\nEpoch 0: |          | 11982/? [1:22:52<00:00,  2.41it/s]\nEpoch 0: |          | 11982/? [1:22:52<00:00,  2.41it/s]\nEpoch 0: |          | 11983/? [1:22:52<00:00,  2.41it/s]\nEpoch 0: |          | 11983/? [1:22:52<00:00,  2.41it/s]\nEpoch 0: |          | 11984/? [1:22:53<00:00,  2.41it/s]\nEpoch 0: |          | 11984/? [1:22:53<00:00,  2.41it/s]\nEpoch 0: |          | 11985/? [1:22:53<00:00,  2.41it/s]\nEpoch 0: |          | 11985/? [1:22:53<00:00,  2.41it/s]\nEpoch 0: |          | 11986/? [1:22:54<00:00,  2.41it/s]\nEpoch 0: |          | 11986/? [1:22:54<00:00,  2.41it/s]\nEpoch 0: |          | 11987/? [1:22:54<00:00,  2.41it/s]\nEpoch 0: |          | 11987/? [1:22:54<00:00,  2.41it/s]\nEpoch 0: |          | 11988/? [1:22:54<00:00,  2.41it/s]\nEpoch 0: |          | 11988/? [1:22:54<00:00,  2.41it/s]\nEpoch 0: |          | 11989/? [1:22:55<00:00,  2.41it/s]\nEpoch 0: |          | 11989/? [1:22:55<00:00,  2.41it/s]\nEpoch 0: |          | 11990/? [1:22:55<00:00,  2.41it/s]\nEpoch 0: |          | 11990/? [1:22:55<00:00,  2.41it/s]\nEpoch 0: |          | 11991/? [1:22:55<00:00,  2.41it/s]\nEpoch 0: |          | 11991/? [1:22:55<00:00,  2.41it/s]\nEpoch 0: |          | 11992/? [1:22:56<00:00,  2.41it/s]\nEpoch 0: |          | 11992/? [1:22:56<00:00,  2.41it/s]\nEpoch 0: |          | 11993/? [1:22:56<00:00,  2.41it/s]\nEpoch 0: |          | 11993/? [1:22:56<00:00,  2.41it/s]\nEpoch 0: |          | 11994/? [1:22:57<00:00,  2.41it/s]\nEpoch 0: |          | 11994/? [1:22:57<00:00,  2.41it/s]\nEpoch 0: |          | 11995/? [1:22:57<00:00,  2.41it/s]\nEpoch 0: |          | 11995/? [1:22:57<00:00,  2.41it/s]\nEpoch 0: |          | 11996/? [1:22:57<00:00,  2.41it/s]\nEpoch 0: |          | 11996/? [1:22:57<00:00,  2.41it/s]\nEpoch 0: |          | 11997/? [1:22:58<00:00,  2.41it/s]\nEpoch 0: |          | 11997/? [1:22:58<00:00,  2.41it/s]\nEpoch 0: |          | 11998/? [1:22:58<00:00,  2.41it/s]\nEpoch 0: |          | 11998/? [1:22:58<00:00,  2.41it/s]\nEpoch 0: |          | 11999/? [1:22:59<00:00,  2.41it/s]\nEpoch 0: |          | 11999/? [1:22:59<00:00,  2.41it/s]\nEpoch 0: |          | 12000/? [1:22:59<00:00,  2.41it/s]\nEpoch 0: |          | 12000/? [1:22:59<00:00,  2.41it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.25it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.99it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.64it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.46it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 12000/? [1:22:59<00:00,  2.41it/s]\nEpoch 0: |          | 12001/? [1:23:00<00:00,  2.41it/s]\nEpoch 0: |          | 12001/? [1:23:00<00:00,  2.41it/s]\nEpoch 0: |          | 12002/? [1:23:00<00:00,  2.41it/s]\nEpoch 0: |          | 12002/? [1:23:00<00:00,  2.41it/s]\nEpoch 0: |          | 12003/? [1:23:00<00:00,  2.41it/s]\nEpoch 0: |          | 12003/? [1:23:00<00:00,  2.41it/s]\nEpoch 0: |          | 12004/? [1:23:01<00:00,  2.41it/s]\nEpoch 0: |          | 12004/? [1:23:01<00:00,  2.41it/s]\nEpoch 0: |          | 12005/? [1:23:01<00:00,  2.41it/s]\nEpoch 0: |          | 12005/? [1:23:01<00:00,  2.41it/s]\nEpoch 0: |          | 12006/? [1:23:02<00:00,  2.41it/s]\nEpoch 0: |          | 12006/? [1:23:02<00:00,  2.41it/s]\nEpoch 0: |          | 12007/? [1:23:02<00:00,  2.41it/s]\nEpoch 0: |          | 12007/? [1:23:02<00:00,  2.41it/s]\nEpoch 0: |          | 12008/? [1:23:02<00:00,  2.41it/s]\nEpoch 0: |          | 12008/? [1:23:02<00:00,  2.41it/s]\nEpoch 0: |          | 12009/? [1:23:03<00:00,  2.41it/s]\nEpoch 0: |          | 12009/? [1:23:03<00:00,  2.41it/s]\nEpoch 0: |          | 12010/? [1:23:03<00:00,  2.41it/s]\nEpoch 0: |          | 12010/? [1:23:03<00:00,  2.41it/s]\nEpoch 0: |          | 12011/? [1:23:04<00:00,  2.41it/s]\nEpoch 0: |          | 12011/? [1:23:04<00:00,  2.41it/s]\nEpoch 0: |          | 12012/? [1:23:04<00:00,  2.41it/s]\nEpoch 0: |          | 12012/? [1:23:04<00:00,  2.41it/s]\nEpoch 0: |          | 12013/? [1:23:04<00:00,  2.41it/s]\nEpoch 0: |          | 12013/? [1:23:04<00:00,  2.41it/s]\nEpoch 0: |          | 12014/? [1:23:05<00:00,  2.41it/s]\nEpoch 0: |          | 12014/? [1:23:05<00:00,  2.41it/s]\nEpoch 0: |          | 12015/? [1:23:05<00:00,  2.41it/s]\nEpoch 0: |          | 12015/? [1:23:05<00:00,  2.41it/s]\nEpoch 0: |          | 12016/? [1:23:05<00:00,  2.41it/s]\nEpoch 0: |          | 12016/? [1:23:05<00:00,  2.41it/s]\nEpoch 0: |          | 12017/? [1:23:06<00:00,  2.41it/s]\nEpoch 0: |          | 12017/? [1:23:06<00:00,  2.41it/s]\nEpoch 0: |          | 12018/? [1:23:06<00:00,  2.41it/s]\nEpoch 0: |          | 12018/? [1:23:06<00:00,  2.41it/s]\nEpoch 0: |          | 12019/? [1:23:07<00:00,  2.41it/s]\nEpoch 0: |          | 12019/? [1:23:07<00:00,  2.41it/s]\nEpoch 0: |          | 12020/? [1:23:07<00:00,  2.41it/s]\nEpoch 0: |          | 12020/? [1:23:07<00:00,  2.41it/s]\nEpoch 0: |          | 12021/? [1:23:07<00:00,  2.41it/s]\nEpoch 0: |          | 12021/? [1:23:07<00:00,  2.41it/s]\nEpoch 0: |          | 12022/? [1:23:08<00:00,  2.41it/s]\nEpoch 0: |          | 12022/? [1:23:08<00:00,  2.41it/s]\nEpoch 0: |          | 12023/? [1:23:08<00:00,  2.41it/s]\nEpoch 0: |          | 12023/? [1:23:08<00:00,  2.41it/s]\nEpoch 0: |          | 12024/? [1:23:09<00:00,  2.41it/s]\nEpoch 0: |          | 12024/? [1:23:09<00:00,  2.41it/s]\nEpoch 0: |          | 12025/? [1:23:09<00:00,  2.41it/s]\nEpoch 0: |          | 12025/? [1:23:09<00:00,  2.41it/s]\nEpoch 0: |          | 12026/? [1:23:10<00:00,  2.41it/s]\nEpoch 0: |          | 12026/? [1:23:10<00:00,  2.41it/s]\nEpoch 0: |          | 12027/? [1:23:10<00:00,  2.41it/s]\nEpoch 0: |          | 12027/? [1:23:10<00:00,  2.41it/s]\nEpoch 0: |          | 12028/? [1:23:10<00:00,  2.41it/s]\nEpoch 0: |          | 12028/? [1:23:10<00:00,  2.41it/s]\nEpoch 0: |          | 12029/? [1:23:11<00:00,  2.41it/s]\nEpoch 0: |          | 12029/? [1:23:11<00:00,  2.41it/s]\nEpoch 0: |          | 12030/? [1:23:11<00:00,  2.41it/s]\nEpoch 0: |          | 12030/? [1:23:11<00:00,  2.41it/s]\nEpoch 0: |          | 12031/? [1:23:12<00:00,  2.41it/s]\nEpoch 0: |          | 12031/? [1:23:12<00:00,  2.41it/s]\nEpoch 0: |          | 12032/? [1:23:12<00:00,  2.41it/s]\nEpoch 0: |          | 12032/? [1:23:12<00:00,  2.41it/s]\nEpoch 0: |          | 12033/? [1:23:12<00:00,  2.41it/s]\nEpoch 0: |          | 12033/? [1:23:12<00:00,  2.41it/s]\nEpoch 0: |          | 12034/? [1:23:13<00:00,  2.41it/s]\nEpoch 0: |          | 12034/? [1:23:13<00:00,  2.41it/s]\nEpoch 0: |          | 12035/? [1:23:13<00:00,  2.41it/s]\nEpoch 0: |          | 12035/? [1:23:13<00:00,  2.41it/s]\nEpoch 0: |          | 12036/? [1:23:13<00:00,  2.41it/s]\nEpoch 0: |          | 12036/? [1:23:13<00:00,  2.41it/s]\nEpoch 0: |          | 12037/? [1:23:14<00:00,  2.41it/s]\nEpoch 0: |          | 12037/? [1:23:14<00:00,  2.41it/s]\nEpoch 0: |          | 12038/? [1:23:14<00:00,  2.41it/s]\nEpoch 0: |          | 12038/? [1:23:14<00:00,  2.41it/s]\nEpoch 0: |          | 12039/? [1:23:15<00:00,  2.41it/s]\nEpoch 0: |          | 12039/? [1:23:15<00:00,  2.41it/s]\nEpoch 0: |          | 12040/? [1:23:15<00:00,  2.41it/s]\nEpoch 0: |          | 12040/? [1:23:15<00:00,  2.41it/s]\nEpoch 0: |          | 12041/? [1:23:15<00:00,  2.41it/s]\nEpoch 0: |          | 12041/? [1:23:15<00:00,  2.41it/s]\nEpoch 0: |          | 12042/? [1:23:16<00:00,  2.41it/s]\nEpoch 0: |          | 12042/? [1:23:16<00:00,  2.41it/s]\nEpoch 0: |          | 12043/? [1:23:16<00:00,  2.41it/s]\nEpoch 0: |          | 12043/? [1:23:16<00:00,  2.41it/s]\nEpoch 0: |          | 12044/? [1:23:17<00:00,  2.41it/s]\nEpoch 0: |          | 12044/? [1:23:17<00:00,  2.41it/s]\nEpoch 0: |          | 12045/? [1:23:17<00:00,  2.41it/s]\nEpoch 0: |          | 12045/? [1:23:17<00:00,  2.41it/s]\nEpoch 0: |          | 12046/? [1:23:17<00:00,  2.41it/s]\nEpoch 0: |          | 12046/? [1:23:17<00:00,  2.41it/s]\nEpoch 0: |          | 12047/? [1:23:18<00:00,  2.41it/s]\nEpoch 0: |          | 12047/? [1:23:18<00:00,  2.41it/s]\nEpoch 0: |          | 12048/? [1:23:18<00:00,  2.41it/s]\nEpoch 0: |          | 12048/? [1:23:18<00:00,  2.41it/s]\nEpoch 0: |          | 12049/? [1:23:19<00:00,  2.41it/s]\nEpoch 0: |          | 12049/? [1:23:19<00:00,  2.41it/s]\nEpoch 0: |          | 12050/? [1:23:19<00:00,  2.41it/s]\nEpoch 0: |          | 12050/? [1:23:19<00:00,  2.41it/s]\nEpoch 0: |          | 12051/? [1:23:19<00:00,  2.41it/s]\nEpoch 0: |          | 12051/? [1:23:19<00:00,  2.41it/s]\nEpoch 0: |          | 12052/? [1:23:20<00:00,  2.41it/s]\nEpoch 0: |          | 12052/? [1:23:20<00:00,  2.41it/s]\nEpoch 0: |          | 12053/? [1:23:20<00:00,  2.41it/s]\nEpoch 0: |          | 12053/? [1:23:20<00:00,  2.41it/s]\nEpoch 0: |          | 12054/? [1:23:20<00:00,  2.41it/s]\nEpoch 0: |          | 12054/? [1:23:20<00:00,  2.41it/s]\nEpoch 0: |          | 12055/? [1:23:21<00:00,  2.41it/s]\nEpoch 0: |          | 12055/? [1:23:21<00:00,  2.41it/s]\nEpoch 0: |          | 12056/? [1:23:21<00:00,  2.41it/s]\nEpoch 0: |          | 12056/? [1:23:21<00:00,  2.41it/s]\nEpoch 0: |          | 12057/? [1:23:22<00:00,  2.41it/s]\nEpoch 0: |          | 12057/? [1:23:22<00:00,  2.41it/s]\nEpoch 0: |          | 12058/? [1:23:22<00:00,  2.41it/s]\nEpoch 0: |          | 12058/? [1:23:22<00:00,  2.41it/s]\nEpoch 0: |          | 12059/? [1:23:22<00:00,  2.41it/s]\nEpoch 0: |          | 12059/? [1:23:22<00:00,  2.41it/s]\nEpoch 0: |          | 12060/? [1:23:23<00:00,  2.41it/s]\nEpoch 0: |          | 12060/? [1:23:23<00:00,  2.41it/s]\nEpoch 0: |          | 12061/? [1:23:23<00:00,  2.41it/s]\nEpoch 0: |          | 12061/? [1:23:23<00:00,  2.41it/s]\nEpoch 0: |          | 12062/? [1:23:24<00:00,  2.41it/s]\nEpoch 0: |          | 12062/? [1:23:24<00:00,  2.41it/s]\nEpoch 0: |          | 12063/? [1:23:24<00:00,  2.41it/s]\nEpoch 0: |          | 12063/? [1:23:24<00:00,  2.41it/s]\nEpoch 0: |          | 12064/? [1:23:24<00:00,  2.41it/s]\nEpoch 0: |          | 12064/? [1:23:24<00:00,  2.41it/s]\nEpoch 0: |          | 12065/? [1:23:25<00:00,  2.41it/s]\nEpoch 0: |          | 12065/? [1:23:25<00:00,  2.41it/s]\nEpoch 0: |          | 12066/? [1:23:25<00:00,  2.41it/s]\nEpoch 0: |          | 12066/? [1:23:25<00:00,  2.41it/s]\nEpoch 0: |          | 12067/? [1:23:26<00:00,  2.41it/s]\nEpoch 0: |          | 12067/? [1:23:26<00:00,  2.41it/s]\nEpoch 0: |          | 12068/? [1:23:26<00:00,  2.41it/s]\nEpoch 0: |          | 12068/? [1:23:26<00:00,  2.41it/s]\nEpoch 0: |          | 12069/? [1:23:27<00:00,  2.41it/s]\nEpoch 0: |          | 12069/? [1:23:27<00:00,  2.41it/s]\nEpoch 0: |          | 12070/? [1:23:27<00:00,  2.41it/s]\nEpoch 0: |          | 12070/? [1:23:27<00:00,  2.41it/s]\nEpoch 0: |          | 12071/? [1:23:27<00:00,  2.41it/s]\nEpoch 0: |          | 12071/? [1:23:27<00:00,  2.41it/s]\nEpoch 0: |          | 12072/? [1:23:28<00:00,  2.41it/s]\nEpoch 0: |          | 12072/? [1:23:28<00:00,  2.41it/s]\nEpoch 0: |          | 12073/? [1:23:28<00:00,  2.41it/s]\nEpoch 0: |          | 12073/? [1:23:28<00:00,  2.41it/s]\nEpoch 0: |          | 12074/? [1:23:29<00:00,  2.41it/s]\nEpoch 0: |          | 12074/? [1:23:29<00:00,  2.41it/s]\nEpoch 0: |          | 12075/? [1:23:29<00:00,  2.41it/s]\nEpoch 0: |          | 12075/? [1:23:29<00:00,  2.41it/s]\nEpoch 0: |          | 12076/? [1:23:29<00:00,  2.41it/s]\nEpoch 0: |          | 12076/? [1:23:29<00:00,  2.41it/s]\nEpoch 0: |          | 12077/? [1:23:30<00:00,  2.41it/s]\nEpoch 0: |          | 12077/? [1:23:30<00:00,  2.41it/s]\nEpoch 0: |          | 12078/? [1:23:30<00:00,  2.41it/s]\nEpoch 0: |          | 12078/? [1:23:30<00:00,  2.41it/s]\nEpoch 0: |          | 12079/? [1:23:30<00:00,  2.41it/s]\nEpoch 0: |          | 12079/? [1:23:30<00:00,  2.41it/s]\nEpoch 0: |          | 12080/? [1:23:31<00:00,  2.41it/s]\nEpoch 0: |          | 12080/? [1:23:31<00:00,  2.41it/s]\nEpoch 0: |          | 12081/? [1:23:31<00:00,  2.41it/s]\nEpoch 0: |          | 12081/? [1:23:31<00:00,  2.41it/s]\nEpoch 0: |          | 12082/? [1:23:32<00:00,  2.41it/s]\nEpoch 0: |          | 12082/? [1:23:32<00:00,  2.41it/s]\nEpoch 0: |          | 12083/? [1:23:32<00:00,  2.41it/s]\nEpoch 0: |          | 12083/? [1:23:32<00:00,  2.41it/s]\nEpoch 0: |          | 12084/? [1:23:32<00:00,  2.41it/s]\nEpoch 0: |          | 12084/? [1:23:32<00:00,  2.41it/s]\nEpoch 0: |          | 12085/? [1:23:33<00:00,  2.41it/s]\nEpoch 0: |          | 12085/? [1:23:33<00:00,  2.41it/s]\nEpoch 0: |          | 12086/? [1:23:33<00:00,  2.41it/s]\nEpoch 0: |          | 12086/? [1:23:33<00:00,  2.41it/s]\nEpoch 0: |          | 12087/? [1:23:34<00:00,  2.41it/s]\nEpoch 0: |          | 12087/? [1:23:34<00:00,  2.41it/s]\nEpoch 0: |          | 12088/? [1:23:34<00:00,  2.41it/s]\nEpoch 0: |          | 12088/? [1:23:34<00:00,  2.41it/s]\nEpoch 0: |          | 12089/? [1:23:34<00:00,  2.41it/s]\nEpoch 0: |          | 12089/? [1:23:34<00:00,  2.41it/s]\nEpoch 0: |          | 12090/? [1:23:35<00:00,  2.41it/s]\nEpoch 0: |          | 12090/? [1:23:35<00:00,  2.41it/s]\nEpoch 0: |          | 12091/? [1:23:35<00:00,  2.41it/s]\nEpoch 0: |          | 12091/? [1:23:35<00:00,  2.41it/s]\nEpoch 0: |          | 12092/? [1:23:36<00:00,  2.41it/s]\nEpoch 0: |          | 12092/? [1:23:36<00:00,  2.41it/s]\nEpoch 0: |          | 12093/? [1:23:36<00:00,  2.41it/s]\nEpoch 0: |          | 12093/? [1:23:36<00:00,  2.41it/s]\nEpoch 0: |          | 12094/? [1:23:36<00:00,  2.41it/s]\nEpoch 0: |          | 12094/? [1:23:36<00:00,  2.41it/s]\nEpoch 0: |          | 12095/? [1:23:37<00:00,  2.41it/s]\nEpoch 0: |          | 12095/? [1:23:37<00:00,  2.41it/s]\nEpoch 0: |          | 12096/? [1:23:37<00:00,  2.41it/s]\nEpoch 0: |          | 12096/? [1:23:37<00:00,  2.41it/s]\nEpoch 0: |          | 12097/? [1:23:37<00:00,  2.41it/s]\nEpoch 0: |          | 12097/? [1:23:37<00:00,  2.41it/s]\nEpoch 0: |          | 12098/? [1:23:38<00:00,  2.41it/s]\nEpoch 0: |          | 12098/? [1:23:38<00:00,  2.41it/s]\nEpoch 0: |          | 12099/? [1:23:38<00:00,  2.41it/s]\nEpoch 0: |          | 12099/? [1:23:38<00:00,  2.41it/s]\nEpoch 0: |          | 12100/? [1:23:39<00:00,  2.41it/s]\nEpoch 0: |          | 12100/? [1:23:39<00:00,  2.41it/s]\nEpoch 0: |          | 12101/? [1:23:39<00:00,  2.41it/s]\nEpoch 0: |          | 12101/? [1:23:39<00:00,  2.41it/s]\nEpoch 0: |          | 12102/? [1:23:39<00:00,  2.41it/s]\nEpoch 0: |          | 12102/? [1:23:39<00:00,  2.41it/s]\nEpoch 0: |          | 12103/? [1:23:40<00:00,  2.41it/s]\nEpoch 0: |          | 12103/? [1:23:40<00:00,  2.41it/s]\nEpoch 0: |          | 12104/? [1:23:40<00:00,  2.41it/s]\nEpoch 0: |          | 12104/? [1:23:40<00:00,  2.41it/s]\nEpoch 0: |          | 12105/? [1:23:41<00:00,  2.41it/s]\nEpoch 0: |          | 12105/? [1:23:41<00:00,  2.41it/s]\nEpoch 0: |          | 12106/? [1:23:41<00:00,  2.41it/s]\nEpoch 0: |          | 12106/? [1:23:41<00:00,  2.41it/s]\nEpoch 0: |          | 12107/? [1:23:41<00:00,  2.41it/s]\nEpoch 0: |          | 12107/? [1:23:41<00:00,  2.41it/s]\nEpoch 0: |          | 12108/? [1:23:42<00:00,  2.41it/s]\nEpoch 0: |          | 12108/? [1:23:42<00:00,  2.41it/s]\nEpoch 0: |          | 12109/? [1:23:42<00:00,  2.41it/s]\nEpoch 0: |          | 12109/? [1:23:42<00:00,  2.41it/s]\nEpoch 0: |          | 12110/? [1:23:43<00:00,  2.41it/s]\nEpoch 0: |          | 12110/? [1:23:43<00:00,  2.41it/s]\nEpoch 0: |          | 12111/? [1:23:43<00:00,  2.41it/s]\nEpoch 0: |          | 12111/? [1:23:43<00:00,  2.41it/s]\nEpoch 0: |          | 12112/? [1:23:43<00:00,  2.41it/s]\nEpoch 0: |          | 12112/? [1:23:43<00:00,  2.41it/s]\nEpoch 0: |          | 12113/? [1:23:44<00:00,  2.41it/s]\nEpoch 0: |          | 12113/? [1:23:44<00:00,  2.41it/s]\nEpoch 0: |          | 12114/? [1:23:44<00:00,  2.41it/s]\nEpoch 0: |          | 12114/? [1:23:44<00:00,  2.41it/s]\nEpoch 0: |          | 12115/? [1:23:45<00:00,  2.41it/s]\nEpoch 0: |          | 12115/? [1:23:45<00:00,  2.41it/s]\nEpoch 0: |          | 12116/? [1:23:45<00:00,  2.41it/s]\nEpoch 0: |          | 12116/? [1:23:45<00:00,  2.41it/s]\nEpoch 0: |          | 12117/? [1:23:45<00:00,  2.41it/s]\nEpoch 0: |          | 12117/? [1:23:45<00:00,  2.41it/s]\nEpoch 0: |          | 12118/? [1:23:46<00:00,  2.41it/s]\nEpoch 0: |          | 12118/? [1:23:46<00:00,  2.41it/s]\nEpoch 0: |          | 12119/? [1:23:46<00:00,  2.41it/s]\nEpoch 0: |          | 12119/? [1:23:46<00:00,  2.41it/s]\nEpoch 0: |          | 12120/? [1:23:47<00:00,  2.41it/s]\nEpoch 0: |          | 12120/? [1:23:47<00:00,  2.41it/s]\nEpoch 0: |          | 12121/? [1:23:47<00:00,  2.41it/s]\nEpoch 0: |          | 12121/? [1:23:47<00:00,  2.41it/s]\nEpoch 0: |          | 12122/? [1:23:47<00:00,  2.41it/s]\nEpoch 0: |          | 12122/? [1:23:47<00:00,  2.41it/s]\nEpoch 0: |          | 12123/? [1:23:48<00:00,  2.41it/s]\nEpoch 0: |          | 12123/? [1:23:48<00:00,  2.41it/s]\nEpoch 0: |          | 12124/? [1:23:48<00:00,  2.41it/s]\nEpoch 0: |          | 12124/? [1:23:48<00:00,  2.41it/s]\nEpoch 0: |          | 12125/? [1:23:49<00:00,  2.41it/s]\nEpoch 0: |          | 12125/? [1:23:49<00:00,  2.41it/s]\nEpoch 0: |          | 12126/? [1:23:49<00:00,  2.41it/s]\nEpoch 0: |          | 12126/? [1:23:49<00:00,  2.41it/s]\nEpoch 0: |          | 12127/? [1:23:49<00:00,  2.41it/s]\nEpoch 0: |          | 12127/? [1:23:49<00:00,  2.41it/s]\nEpoch 0: |          | 12128/? [1:23:50<00:00,  2.41it/s]\nEpoch 0: |          | 12128/? [1:23:50<00:00,  2.41it/s]\nEpoch 0: |          | 12129/? [1:23:50<00:00,  2.41it/s]\nEpoch 0: |          | 12129/? [1:23:50<00:00,  2.41it/s]\nEpoch 0: |          | 12130/? [1:23:51<00:00,  2.41it/s]\nEpoch 0: |          | 12130/? [1:23:51<00:00,  2.41it/s]\nEpoch 0: |          | 12131/? [1:23:51<00:00,  2.41it/s]\nEpoch 0: |          | 12131/? [1:23:51<00:00,  2.41it/s]\nEpoch 0: |          | 12132/? [1:23:51<00:00,  2.41it/s]\nEpoch 0: |          | 12132/? [1:23:51<00:00,  2.41it/s]\nEpoch 0: |          | 12133/? [1:23:52<00:00,  2.41it/s]\nEpoch 0: |          | 12133/? [1:23:52<00:00,  2.41it/s]\nEpoch 0: |          | 12134/? [1:23:52<00:00,  2.41it/s]\nEpoch 0: |          | 12134/? [1:23:52<00:00,  2.41it/s]\nEpoch 0: |          | 12135/? [1:23:53<00:00,  2.41it/s]\nEpoch 0: |          | 12135/? [1:23:53<00:00,  2.41it/s]\nEpoch 0: |          | 12136/? [1:23:53<00:00,  2.41it/s]\nEpoch 0: |          | 12136/? [1:23:53<00:00,  2.41it/s]\nEpoch 0: |          | 12137/? [1:23:53<00:00,  2.41it/s]\nEpoch 0: |          | 12137/? [1:23:53<00:00,  2.41it/s]\nEpoch 0: |          | 12138/? [1:23:54<00:00,  2.41it/s]\nEpoch 0: |          | 12138/? [1:23:54<00:00,  2.41it/s]\nEpoch 0: |          | 12139/? [1:23:54<00:00,  2.41it/s]\nEpoch 0: |          | 12139/? [1:23:54<00:00,  2.41it/s]\nEpoch 0: |          | 12140/? [1:23:55<00:00,  2.41it/s]\nEpoch 0: |          | 12140/? [1:23:55<00:00,  2.41it/s]\nEpoch 0: |          | 12141/? [1:23:55<00:00,  2.41it/s]\nEpoch 0: |          | 12141/? [1:23:55<00:00,  2.41it/s]\nEpoch 0: |          | 12142/? [1:23:55<00:00,  2.41it/s]\nEpoch 0: |          | 12142/? [1:23:55<00:00,  2.41it/s]\nEpoch 0: |          | 12143/? [1:23:56<00:00,  2.41it/s]\nEpoch 0: |          | 12143/? [1:23:56<00:00,  2.41it/s]\nEpoch 0: |          | 12144/? [1:23:56<00:00,  2.41it/s]\nEpoch 0: |          | 12144/? [1:23:56<00:00,  2.41it/s]\nEpoch 0: |          | 12145/? [1:23:57<00:00,  2.41it/s]\nEpoch 0: |          | 12145/? [1:23:57<00:00,  2.41it/s]\nEpoch 0: |          | 12146/? [1:23:57<00:00,  2.41it/s]\nEpoch 0: |          | 12146/? [1:23:57<00:00,  2.41it/s]\nEpoch 0: |          | 12147/? [1:23:57<00:00,  2.41it/s]\nEpoch 0: |          | 12147/? [1:23:57<00:00,  2.41it/s]\nEpoch 0: |          | 12148/? [1:23:58<00:00,  2.41it/s]\nEpoch 0: |          | 12148/? [1:23:58<00:00,  2.41it/s]\nEpoch 0: |          | 12149/? [1:23:58<00:00,  2.41it/s]\nEpoch 0: |          | 12149/? [1:23:58<00:00,  2.41it/s]\nEpoch 0: |          | 12150/? [1:23:59<00:00,  2.41it/s]\nEpoch 0: |          | 12150/? [1:23:59<00:00,  2.41it/s]\nEpoch 0: |          | 12151/? [1:23:59<00:00,  2.41it/s]\nEpoch 0: |          | 12151/? [1:23:59<00:00,  2.41it/s]\nEpoch 0: |          | 12152/? [1:23:59<00:00,  2.41it/s]\nEpoch 0: |          | 12152/? [1:23:59<00:00,  2.41it/s]\nEpoch 0: |          | 12153/? [1:24:00<00:00,  2.41it/s]\nEpoch 0: |          | 12153/? [1:24:00<00:00,  2.41it/s]\nEpoch 0: |          | 12154/? [1:24:00<00:00,  2.41it/s]\nEpoch 0: |          | 12154/? [1:24:00<00:00,  2.41it/s]\nEpoch 0: |          | 12155/? [1:24:00<00:00,  2.41it/s]\nEpoch 0: |          | 12155/? [1:24:00<00:00,  2.41it/s]\nEpoch 0: |          | 12156/? [1:24:01<00:00,  2.41it/s]\nEpoch 0: |          | 12156/? [1:24:01<00:00,  2.41it/s]\nEpoch 0: |          | 12157/? [1:24:01<00:00,  2.41it/s]\nEpoch 0: |          | 12157/? [1:24:01<00:00,  2.41it/s]\nEpoch 0: |          | 12158/? [1:24:02<00:00,  2.41it/s]\nEpoch 0: |          | 12158/? [1:24:02<00:00,  2.41it/s]\nEpoch 0: |          | 12159/? [1:24:02<00:00,  2.41it/s]\nEpoch 0: |          | 12159/? [1:24:02<00:00,  2.41it/s]\nEpoch 0: |          | 12160/? [1:24:03<00:00,  2.41it/s]\nEpoch 0: |          | 12160/? [1:24:03<00:00,  2.41it/s]\nEpoch 0: |          | 12161/? [1:24:03<00:00,  2.41it/s]\nEpoch 0: |          | 12161/? [1:24:03<00:00,  2.41it/s]\nEpoch 0: |          | 12162/? [1:24:03<00:00,  2.41it/s]\nEpoch 0: |          | 12162/? [1:24:03<00:00,  2.41it/s]\nEpoch 0: |          | 12163/? [1:24:04<00:00,  2.41it/s]\nEpoch 0: |          | 12163/? [1:24:04<00:00,  2.41it/s]\nEpoch 0: |          | 12164/? [1:24:04<00:00,  2.41it/s]\nEpoch 0: |          | 12164/? [1:24:04<00:00,  2.41it/s]\nEpoch 0: |          | 12165/? [1:24:04<00:00,  2.41it/s]\nEpoch 0: |          | 12165/? [1:24:04<00:00,  2.41it/s]\nEpoch 0: |          | 12166/? [1:24:05<00:00,  2.41it/s]\nEpoch 0: |          | 12166/? [1:24:05<00:00,  2.41it/s]\nEpoch 0: |          | 12167/? [1:24:05<00:00,  2.41it/s]\nEpoch 0: |          | 12167/? [1:24:05<00:00,  2.41it/s]\nEpoch 0: |          | 12168/? [1:24:06<00:00,  2.41it/s]\nEpoch 0: |          | 12168/? [1:24:06<00:00,  2.41it/s]\nEpoch 0: |          | 12169/? [1:24:06<00:00,  2.41it/s]\nEpoch 0: |          | 12169/? [1:24:06<00:00,  2.41it/s]\nEpoch 0: |          | 12170/? [1:24:06<00:00,  2.41it/s]\nEpoch 0: |          | 12170/? [1:24:06<00:00,  2.41it/s]\nEpoch 0: |          | 12171/? [1:24:07<00:00,  2.41it/s]\nEpoch 0: |          | 12171/? [1:24:07<00:00,  2.41it/s]\nEpoch 0: |          | 12172/? [1:24:07<00:00,  2.41it/s]\nEpoch 0: |          | 12172/? [1:24:07<00:00,  2.41it/s]\nEpoch 0: |          | 12173/? [1:24:08<00:00,  2.41it/s]\nEpoch 0: |          | 12173/? [1:24:08<00:00,  2.41it/s]\nEpoch 0: |          | 12174/? [1:24:08<00:00,  2.41it/s]\nEpoch 0: |          | 12174/? [1:24:08<00:00,  2.41it/s]\nEpoch 0: |          | 12175/? [1:24:09<00:00,  2.41it/s]\nEpoch 0: |          | 12175/? [1:24:09<00:00,  2.41it/s]\nEpoch 0: |          | 12176/? [1:24:09<00:00,  2.41it/s]\nEpoch 0: |          | 12176/? [1:24:09<00:00,  2.41it/s]\nEpoch 0: |          | 12177/? [1:24:09<00:00,  2.41it/s]\nEpoch 0: |          | 12177/? [1:24:09<00:00,  2.41it/s]\nEpoch 0: |          | 12178/? [1:24:10<00:00,  2.41it/s]\nEpoch 0: |          | 12178/? [1:24:10<00:00,  2.41it/s]\nEpoch 0: |          | 12179/? [1:24:10<00:00,  2.41it/s]\nEpoch 0: |          | 12179/? [1:24:10<00:00,  2.41it/s]\nEpoch 0: |          | 12180/? [1:24:11<00:00,  2.41it/s]\nEpoch 0: |          | 12180/? [1:24:11<00:00,  2.41it/s]\nEpoch 0: |          | 12181/? [1:24:11<00:00,  2.41it/s]\nEpoch 0: |          | 12181/? [1:24:11<00:00,  2.41it/s]\nEpoch 0: |          | 12182/? [1:24:11<00:00,  2.41it/s]\nEpoch 0: |          | 12182/? [1:24:11<00:00,  2.41it/s]\nEpoch 0: |          | 12183/? [1:24:12<00:00,  2.41it/s]\nEpoch 0: |          | 12183/? [1:24:12<00:00,  2.41it/s]\nEpoch 0: |          | 12184/? [1:24:12<00:00,  2.41it/s]\nEpoch 0: |          | 12184/? [1:24:12<00:00,  2.41it/s]\nEpoch 0: |          | 12185/? [1:24:13<00:00,  2.41it/s]\nEpoch 0: |          | 12185/? [1:24:13<00:00,  2.41it/s]\nEpoch 0: |          | 12186/? [1:24:13<00:00,  2.41it/s]\nEpoch 0: |          | 12186/? [1:24:13<00:00,  2.41it/s]\nEpoch 0: |          | 12187/? [1:24:13<00:00,  2.41it/s]\nEpoch 0: |          | 12187/? [1:24:13<00:00,  2.41it/s]\nEpoch 0: |          | 12188/? [1:24:14<00:00,  2.41it/s]\nEpoch 0: |          | 12188/? [1:24:14<00:00,  2.41it/s]\nEpoch 0: |          | 12189/? [1:24:14<00:00,  2.41it/s]\nEpoch 0: |          | 12189/? [1:24:14<00:00,  2.41it/s]\nEpoch 0: |          | 12190/? [1:24:15<00:00,  2.41it/s]\nEpoch 0: |          | 12190/? [1:24:15<00:00,  2.41it/s]\nEpoch 0: |          | 12191/? [1:24:15<00:00,  2.41it/s]\nEpoch 0: |          | 12191/? [1:24:15<00:00,  2.41it/s]\nEpoch 0: |          | 12192/? [1:24:15<00:00,  2.41it/s]\nEpoch 0: |          | 12192/? [1:24:15<00:00,  2.41it/s]\nEpoch 0: |          | 12193/? [1:24:16<00:00,  2.41it/s]\nEpoch 0: |          | 12193/? [1:24:16<00:00,  2.41it/s]\nEpoch 0: |          | 12194/? [1:24:16<00:00,  2.41it/s]\nEpoch 0: |          | 12194/? [1:24:16<00:00,  2.41it/s]\nEpoch 0: |          | 12195/? [1:24:17<00:00,  2.41it/s]\nEpoch 0: |          | 12195/? [1:24:17<00:00,  2.41it/s]\nEpoch 0: |          | 12196/? [1:24:17<00:00,  2.41it/s]\nEpoch 0: |          | 12196/? [1:24:17<00:00,  2.41it/s]\nEpoch 0: |          | 12197/? [1:24:17<00:00,  2.41it/s]\nEpoch 0: |          | 12197/? [1:24:17<00:00,  2.41it/s]\nEpoch 0: |          | 12198/? [1:24:18<00:00,  2.41it/s]\nEpoch 0: |          | 12198/? [1:24:18<00:00,  2.41it/s]\nEpoch 0: |          | 12199/? [1:24:18<00:00,  2.41it/s]\nEpoch 0: |          | 12199/? [1:24:18<00:00,  2.41it/s]\nEpoch 0: |          | 12200/? [1:24:19<00:00,  2.41it/s]\nEpoch 0: |          | 12200/? [1:24:19<00:00,  2.41it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.62it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.72it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.80it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.70it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 12200/? [1:24:19<00:00,  2.41it/s]\nEpoch 0: |          | 12201/? [1:24:19<00:00,  2.41it/s]\nEpoch 0: |          | 12201/? [1:24:19<00:00,  2.41it/s]\nEpoch 0: |          | 12202/? [1:24:20<00:00,  2.41it/s]\nEpoch 0: |          | 12202/? [1:24:20<00:00,  2.41it/s]\nEpoch 0: |          | 12203/? [1:24:20<00:00,  2.41it/s]\nEpoch 0: |          | 12203/? [1:24:20<00:00,  2.41it/s]\nEpoch 0: |          | 12204/? [1:24:21<00:00,  2.41it/s]\nEpoch 0: |          | 12204/? [1:24:21<00:00,  2.41it/s]\nEpoch 0: |          | 12205/? [1:24:21<00:00,  2.41it/s]\nEpoch 0: |          | 12205/? [1:24:21<00:00,  2.41it/s]\nEpoch 0: |          | 12206/? [1:24:21<00:00,  2.41it/s]\nEpoch 0: |          | 12206/? [1:24:21<00:00,  2.41it/s]\nEpoch 0: |          | 12207/? [1:24:22<00:00,  2.41it/s]\nEpoch 0: |          | 12207/? [1:24:22<00:00,  2.41it/s]\nEpoch 0: |          | 12208/? [1:24:22<00:00,  2.41it/s]\nEpoch 0: |          | 12208/? [1:24:22<00:00,  2.41it/s]\nEpoch 0: |          | 12209/? [1:24:23<00:00,  2.41it/s]\nEpoch 0: |          | 12209/? [1:24:23<00:00,  2.41it/s]\nEpoch 0: |          | 12210/? [1:24:23<00:00,  2.41it/s]\nEpoch 0: |          | 12210/? [1:24:23<00:00,  2.41it/s]\nEpoch 0: |          | 12211/? [1:24:23<00:00,  2.41it/s]\nEpoch 0: |          | 12211/? [1:24:23<00:00,  2.41it/s]\nEpoch 0: |          | 12212/? [1:24:24<00:00,  2.41it/s]\nEpoch 0: |          | 12212/? [1:24:24<00:00,  2.41it/s]\nEpoch 0: |          | 12213/? [1:24:24<00:00,  2.41it/s]\nEpoch 0: |          | 12213/? [1:24:24<00:00,  2.41it/s]\nEpoch 0: |          | 12214/? [1:24:25<00:00,  2.41it/s]\nEpoch 0: |          | 12214/? [1:24:25<00:00,  2.41it/s]\nEpoch 0: |          | 12215/? [1:24:25<00:00,  2.41it/s]\nEpoch 0: |          | 12215/? [1:24:25<00:00,  2.41it/s]\nEpoch 0: |          | 12216/? [1:24:25<00:00,  2.41it/s]\nEpoch 0: |          | 12216/? [1:24:25<00:00,  2.41it/s]\nEpoch 0: |          | 12217/? [1:24:26<00:00,  2.41it/s]\nEpoch 0: |          | 12217/? [1:24:26<00:00,  2.41it/s]\nEpoch 0: |          | 12218/? [1:24:26<00:00,  2.41it/s]\nEpoch 0: |          | 12218/? [1:24:26<00:00,  2.41it/s]\nEpoch 0: |          | 12219/? [1:24:26<00:00,  2.41it/s]\nEpoch 0: |          | 12219/? [1:24:26<00:00,  2.41it/s]\nEpoch 0: |          | 12220/? [1:24:27<00:00,  2.41it/s]\nEpoch 0: |          | 12220/? [1:24:27<00:00,  2.41it/s]\nEpoch 0: |          | 12221/? [1:24:27<00:00,  2.41it/s]\nEpoch 0: |          | 12221/? [1:24:27<00:00,  2.41it/s]\nEpoch 0: |          | 12222/? [1:24:28<00:00,  2.41it/s]\nEpoch 0: |          | 12222/? [1:24:28<00:00,  2.41it/s]\nEpoch 0: |          | 12223/? [1:24:28<00:00,  2.41it/s]\nEpoch 0: |          | 12223/? [1:24:28<00:00,  2.41it/s]\nEpoch 0: |          | 12224/? [1:24:29<00:00,  2.41it/s]\nEpoch 0: |          | 12224/? [1:24:29<00:00,  2.41it/s]\nEpoch 0: |          | 12225/? [1:24:29<00:00,  2.41it/s]\nEpoch 0: |          | 12225/? [1:24:29<00:00,  2.41it/s]\nEpoch 0: |          | 12226/? [1:24:29<00:00,  2.41it/s]\nEpoch 0: |          | 12226/? [1:24:29<00:00,  2.41it/s]\nEpoch 0: |          | 12227/? [1:24:30<00:00,  2.41it/s]\nEpoch 0: |          | 12227/? [1:24:30<00:00,  2.41it/s]\nEpoch 0: |          | 12228/? [1:24:30<00:00,  2.41it/s]\nEpoch 0: |          | 12228/? [1:24:30<00:00,  2.41it/s]\nEpoch 0: |          | 12229/? [1:24:31<00:00,  2.41it/s]\nEpoch 0: |          | 12229/? [1:24:31<00:00,  2.41it/s]\nEpoch 0: |          | 12230/? [1:24:31<00:00,  2.41it/s]\nEpoch 0: |          | 12230/? [1:24:31<00:00,  2.41it/s]\nEpoch 0: |          | 12231/? [1:24:31<00:00,  2.41it/s]\nEpoch 0: |          | 12231/? [1:24:31<00:00,  2.41it/s]\nEpoch 0: |          | 12232/? [1:24:32<00:00,  2.41it/s]\nEpoch 0: |          | 12232/? [1:24:32<00:00,  2.41it/s]\nEpoch 0: |          | 12233/? [1:24:32<00:00,  2.41it/s]\nEpoch 0: |          | 12233/? [1:24:32<00:00,  2.41it/s]\nEpoch 0: |          | 12234/? [1:24:32<00:00,  2.41it/s]\nEpoch 0: |          | 12234/? [1:24:32<00:00,  2.41it/s]\nEpoch 0: |          | 12235/? [1:24:33<00:00,  2.41it/s]\nEpoch 0: |          | 12235/? [1:24:33<00:00,  2.41it/s]\nEpoch 0: |          | 12236/? [1:24:33<00:00,  2.41it/s]\nEpoch 0: |          | 12236/? [1:24:33<00:00,  2.41it/s]\nEpoch 0: |          | 12237/? [1:24:34<00:00,  2.41it/s]\nEpoch 0: |          | 12237/? [1:24:34<00:00,  2.41it/s]\nEpoch 0: |          | 12238/? [1:24:34<00:00,  2.41it/s]\nEpoch 0: |          | 12238/? [1:24:34<00:00,  2.41it/s]\nEpoch 0: |          | 12239/? [1:24:34<00:00,  2.41it/s]\nEpoch 0: |          | 12239/? [1:24:34<00:00,  2.41it/s]\nEpoch 0: |          | 12240/? [1:24:35<00:00,  2.41it/s]\nEpoch 0: |          | 12240/? [1:24:35<00:00,  2.41it/s]\nEpoch 0: |          | 12241/? [1:24:35<00:00,  2.41it/s]\nEpoch 0: |          | 12241/? [1:24:35<00:00,  2.41it/s]\nEpoch 0: |          | 12242/? [1:24:36<00:00,  2.41it/s]\nEpoch 0: |          | 12242/? [1:24:36<00:00,  2.41it/s]\nEpoch 0: |          | 12243/? [1:24:36<00:00,  2.41it/s]\nEpoch 0: |          | 12243/? [1:24:36<00:00,  2.41it/s]\nEpoch 0: |          | 12244/? [1:24:36<00:00,  2.41it/s]\nEpoch 0: |          | 12244/? [1:24:36<00:00,  2.41it/s]\nEpoch 0: |          | 12245/? [1:24:37<00:00,  2.41it/s]\nEpoch 0: |          | 12245/? [1:24:37<00:00,  2.41it/s]\nEpoch 0: |          | 12246/? [1:24:37<00:00,  2.41it/s]\nEpoch 0: |          | 12246/? [1:24:37<00:00,  2.41it/s]\nEpoch 0: |          | 12247/? [1:24:38<00:00,  2.41it/s]\nEpoch 0: |          | 12247/? [1:24:38<00:00,  2.41it/s]\nEpoch 0: |          | 12248/? [1:24:38<00:00,  2.41it/s]\nEpoch 0: |          | 12248/? [1:24:38<00:00,  2.41it/s]\nEpoch 0: |          | 12249/? [1:24:39<00:00,  2.41it/s]\nEpoch 0: |          | 12249/? [1:24:39<00:00,  2.41it/s]\nEpoch 0: |          | 12250/? [1:24:39<00:00,  2.41it/s]\nEpoch 0: |          | 12250/? [1:24:39<00:00,  2.41it/s]\nEpoch 0: |          | 12251/? [1:24:39<00:00,  2.41it/s]\nEpoch 0: |          | 12251/? [1:24:39<00:00,  2.41it/s]\nEpoch 0: |          | 12252/? [1:24:40<00:00,  2.41it/s]\nEpoch 0: |          | 12252/? [1:24:40<00:00,  2.41it/s]\nEpoch 0: |          | 12253/? [1:24:40<00:00,  2.41it/s]\nEpoch 0: |          | 12253/? [1:24:40<00:00,  2.41it/s]\nEpoch 0: |          | 12254/? [1:24:41<00:00,  2.41it/s]\nEpoch 0: |          | 12254/? [1:24:41<00:00,  2.41it/s]\nEpoch 0: |          | 12255/? [1:24:41<00:00,  2.41it/s]\nEpoch 0: |          | 12255/? [1:24:41<00:00,  2.41it/s]\nEpoch 0: |          | 12256/? [1:24:41<00:00,  2.41it/s]\nEpoch 0: |          | 12256/? [1:24:41<00:00,  2.41it/s]\nEpoch 0: |          | 12257/? [1:24:42<00:00,  2.41it/s]\nEpoch 0: |          | 12257/? [1:24:42<00:00,  2.41it/s]\nEpoch 0: |          | 12258/? [1:24:42<00:00,  2.41it/s]\nEpoch 0: |          | 12258/? [1:24:42<00:00,  2.41it/s]\nEpoch 0: |          | 12259/? [1:24:43<00:00,  2.41it/s]\nEpoch 0: |          | 12259/? [1:24:43<00:00,  2.41it/s]\nEpoch 0: |          | 12260/? [1:24:43<00:00,  2.41it/s]\nEpoch 0: |          | 12260/? [1:24:43<00:00,  2.41it/s]\nEpoch 0: |          | 12261/? [1:24:43<00:00,  2.41it/s]\nEpoch 0: |          | 12261/? [1:24:43<00:00,  2.41it/s]\nEpoch 0: |          | 12262/? [1:24:44<00:00,  2.41it/s]\nEpoch 0: |          | 12262/? [1:24:44<00:00,  2.41it/s]\nEpoch 0: |          | 12263/? [1:24:44<00:00,  2.41it/s]\nEpoch 0: |          | 12263/? [1:24:44<00:00,  2.41it/s]\nEpoch 0: |          | 12264/? [1:24:45<00:00,  2.41it/s]\nEpoch 0: |          | 12264/? [1:24:45<00:00,  2.41it/s]\nEpoch 0: |          | 12265/? [1:24:45<00:00,  2.41it/s]\nEpoch 0: |          | 12265/? [1:24:45<00:00,  2.41it/s]\nEpoch 0: |          | 12266/? [1:24:45<00:00,  2.41it/s]\nEpoch 0: |          | 12266/? [1:24:45<00:00,  2.41it/s]\nEpoch 0: |          | 12267/? [1:24:46<00:00,  2.41it/s]\nEpoch 0: |          | 12267/? [1:24:46<00:00,  2.41it/s]\nEpoch 0: |          | 12268/? [1:24:46<00:00,  2.41it/s]\nEpoch 0: |          | 12268/? [1:24:46<00:00,  2.41it/s]\nEpoch 0: |          | 12269/? [1:24:46<00:00,  2.41it/s]\nEpoch 0: |          | 12269/? [1:24:46<00:00,  2.41it/s]\nEpoch 0: |          | 12270/? [1:24:47<00:00,  2.41it/s]\nEpoch 0: |          | 12270/? [1:24:47<00:00,  2.41it/s]\nEpoch 0: |          | 12271/? [1:24:47<00:00,  2.41it/s]\nEpoch 0: |          | 12271/? [1:24:47<00:00,  2.41it/s]\nEpoch 0: |          | 12272/? [1:24:48<00:00,  2.41it/s]\nEpoch 0: |          | 12272/? [1:24:48<00:00,  2.41it/s]\nEpoch 0: |          | 12273/? [1:24:48<00:00,  2.41it/s]\nEpoch 0: |          | 12273/? [1:24:48<00:00,  2.41it/s]\nEpoch 0: |          | 12274/? [1:24:49<00:00,  2.41it/s]\nEpoch 0: |          | 12274/? [1:24:49<00:00,  2.41it/s]\nEpoch 0: |          | 12275/? [1:24:49<00:00,  2.41it/s]\nEpoch 0: |          | 12275/? [1:24:49<00:00,  2.41it/s]\nEpoch 0: |          | 12276/? [1:24:49<00:00,  2.41it/s]\nEpoch 0: |          | 12276/? [1:24:49<00:00,  2.41it/s]\nEpoch 0: |          | 12277/? [1:24:50<00:00,  2.41it/s]\nEpoch 0: |          | 12277/? [1:24:50<00:00,  2.41it/s]\nEpoch 0: |          | 12278/? [1:24:50<00:00,  2.41it/s]\nEpoch 0: |          | 12278/? [1:24:50<00:00,  2.41it/s]\nEpoch 0: |          | 12279/? [1:24:50<00:00,  2.41it/s]\nEpoch 0: |          | 12279/? [1:24:50<00:00,  2.41it/s]\nEpoch 0: |          | 12280/? [1:24:51<00:00,  2.41it/s]\nEpoch 0: |          | 12280/? [1:24:51<00:00,  2.41it/s]\nEpoch 0: |          | 12281/? [1:24:51<00:00,  2.41it/s]\nEpoch 0: |          | 12281/? [1:24:51<00:00,  2.41it/s]\nEpoch 0: |          | 12282/? [1:24:52<00:00,  2.41it/s]\nEpoch 0: |          | 12282/? [1:24:52<00:00,  2.41it/s]\nEpoch 0: |          | 12283/? [1:24:52<00:00,  2.41it/s]\nEpoch 0: |          | 12283/? [1:24:52<00:00,  2.41it/s]\nEpoch 0: |          | 12284/? [1:24:52<00:00,  2.41it/s]\nEpoch 0: |          | 12284/? [1:24:52<00:00,  2.41it/s]\nEpoch 0: |          | 12285/? [1:24:53<00:00,  2.41it/s]\nEpoch 0: |          | 12285/? [1:24:53<00:00,  2.41it/s]\nEpoch 0: |          | 12286/? [1:24:53<00:00,  2.41it/s]\nEpoch 0: |          | 12286/? [1:24:53<00:00,  2.41it/s]\nEpoch 0: |          | 12287/? [1:24:54<00:00,  2.41it/s]\nEpoch 0: |          | 12287/? [1:24:54<00:00,  2.41it/s]\nEpoch 0: |          | 12288/? [1:24:54<00:00,  2.41it/s]\nEpoch 0: |          | 12288/? [1:24:54<00:00,  2.41it/s]\nEpoch 0: |          | 12289/? [1:24:54<00:00,  2.41it/s]\nEpoch 0: |          | 12289/? [1:24:54<00:00,  2.41it/s]\nEpoch 0: |          | 12290/? [1:24:55<00:00,  2.41it/s]\nEpoch 0: |          | 12290/? [1:24:55<00:00,  2.41it/s]\nEpoch 0: |          | 12291/? [1:24:55<00:00,  2.41it/s]\nEpoch 0: |          | 12291/? [1:24:55<00:00,  2.41it/s]\nEpoch 0: |          | 12292/? [1:24:56<00:00,  2.41it/s]\nEpoch 0: |          | 12292/? [1:24:56<00:00,  2.41it/s]\nEpoch 0: |          | 12293/? [1:24:56<00:00,  2.41it/s]\nEpoch 0: |          | 12293/? [1:24:56<00:00,  2.41it/s]\nEpoch 0: |          | 12294/? [1:24:56<00:00,  2.41it/s]\nEpoch 0: |          | 12294/? [1:24:56<00:00,  2.41it/s]\nEpoch 0: |          | 12295/? [1:24:57<00:00,  2.41it/s]\nEpoch 0: |          | 12295/? [1:24:57<00:00,  2.41it/s]\nEpoch 0: |          | 12296/? [1:24:57<00:00,  2.41it/s]\nEpoch 0: |          | 12296/? [1:24:57<00:00,  2.41it/s]\nEpoch 0: |          | 12297/? [1:24:58<00:00,  2.41it/s]\nEpoch 0: |          | 12297/? [1:24:58<00:00,  2.41it/s]\nEpoch 0: |          | 12298/? [1:24:58<00:00,  2.41it/s]\nEpoch 0: |          | 12298/? [1:24:58<00:00,  2.41it/s]\nEpoch 0: |          | 12299/? [1:24:58<00:00,  2.41it/s]\nEpoch 0: |          | 12299/? [1:24:58<00:00,  2.41it/s]\nEpoch 0: |          | 12300/? [1:24:59<00:00,  2.41it/s]\nEpoch 0: |          | 12300/? [1:24:59<00:00,  2.41it/s]\nEpoch 0: |          | 12301/? [1:24:59<00:00,  2.41it/s]\nEpoch 0: |          | 12301/? [1:24:59<00:00,  2.41it/s]\nEpoch 0: |          | 12302/? [1:25:00<00:00,  2.41it/s]\nEpoch 0: |          | 12302/? [1:25:00<00:00,  2.41it/s]\nEpoch 0: |          | 12303/? [1:25:00<00:00,  2.41it/s]\nEpoch 0: |          | 12303/? [1:25:00<00:00,  2.41it/s]\nEpoch 0: |          | 12304/? [1:25:00<00:00,  2.41it/s]\nEpoch 0: |          | 12304/? [1:25:00<00:00,  2.41it/s]\nEpoch 0: |          | 12305/? [1:25:01<00:00,  2.41it/s]\nEpoch 0: |          | 12305/? [1:25:01<00:00,  2.41it/s]\nEpoch 0: |          | 12306/? [1:25:01<00:00,  2.41it/s]\nEpoch 0: |          | 12306/? [1:25:01<00:00,  2.41it/s]\nEpoch 0: |          | 12307/? [1:25:02<00:00,  2.41it/s]\nEpoch 0: |          | 12307/? [1:25:02<00:00,  2.41it/s]\nEpoch 0: |          | 12308/? [1:25:02<00:00,  2.41it/s]\nEpoch 0: |          | 12308/? [1:25:02<00:00,  2.41it/s]\nEpoch 0: |          | 12309/? [1:25:02<00:00,  2.41it/s]\nEpoch 0: |          | 12309/? [1:25:02<00:00,  2.41it/s]\nEpoch 0: |          | 12310/? [1:25:03<00:00,  2.41it/s]\nEpoch 0: |          | 12310/? [1:25:03<00:00,  2.41it/s]\nEpoch 0: |          | 12311/? [1:25:03<00:00,  2.41it/s]\nEpoch 0: |          | 12311/? [1:25:03<00:00,  2.41it/s]\nEpoch 0: |          | 12312/? [1:25:03<00:00,  2.41it/s]\nEpoch 0: |          | 12312/? [1:25:03<00:00,  2.41it/s]\nEpoch 0: |          | 12313/? [1:25:04<00:00,  2.41it/s]\nEpoch 0: |          | 12313/? [1:25:04<00:00,  2.41it/s]\nEpoch 0: |          | 12314/? [1:25:04<00:00,  2.41it/s]\nEpoch 0: |          | 12314/? [1:25:04<00:00,  2.41it/s]\nEpoch 0: |          | 12315/? [1:25:05<00:00,  2.41it/s]\nEpoch 0: |          | 12315/? [1:25:05<00:00,  2.41it/s]\nEpoch 0: |          | 12316/? [1:25:05<00:00,  2.41it/s]\nEpoch 0: |          | 12316/? [1:25:05<00:00,  2.41it/s]\nEpoch 0: |          | 12317/? [1:25:06<00:00,  2.41it/s]\nEpoch 0: |          | 12317/? [1:25:06<00:00,  2.41it/s]\nEpoch 0: |          | 12318/? [1:25:06<00:00,  2.41it/s]\nEpoch 0: |          | 12318/? [1:25:06<00:00,  2.41it/s]\nEpoch 0: |          | 12319/? [1:25:06<00:00,  2.41it/s]\nEpoch 0: |          | 12319/? [1:25:06<00:00,  2.41it/s]\nEpoch 0: |          | 12320/? [1:25:07<00:00,  2.41it/s]\nEpoch 0: |          | 12320/? [1:25:07<00:00,  2.41it/s]\nEpoch 0: |          | 12321/? [1:25:07<00:00,  2.41it/s]\nEpoch 0: |          | 12321/? [1:25:07<00:00,  2.41it/s]\nEpoch 0: |          | 12322/? [1:25:08<00:00,  2.41it/s]\nEpoch 0: |          | 12322/? [1:25:08<00:00,  2.41it/s]\nEpoch 0: |          | 12323/? [1:25:08<00:00,  2.41it/s]\nEpoch 0: |          | 12323/? [1:25:08<00:00,  2.41it/s]\nEpoch 0: |          | 12324/? [1:25:08<00:00,  2.41it/s]\nEpoch 0: |          | 12324/? [1:25:08<00:00,  2.41it/s]\nEpoch 0: |          | 12325/? [1:25:09<00:00,  2.41it/s]\nEpoch 0: |          | 12325/? [1:25:09<00:00,  2.41it/s]\nEpoch 0: |          | 12326/? [1:25:09<00:00,  2.41it/s]\nEpoch 0: |          | 12326/? [1:25:09<00:00,  2.41it/s]\nEpoch 0: |          | 12327/? [1:25:10<00:00,  2.41it/s]\nEpoch 0: |          | 12327/? [1:25:10<00:00,  2.41it/s]\nEpoch 0: |          | 12328/? [1:25:10<00:00,  2.41it/s]\nEpoch 0: |          | 12328/? [1:25:10<00:00,  2.41it/s]\nEpoch 0: |          | 12329/? [1:25:10<00:00,  2.41it/s]\nEpoch 0: |          | 12329/? [1:25:10<00:00,  2.41it/s]\nEpoch 0: |          | 12330/? [1:25:11<00:00,  2.41it/s]\nEpoch 0: |          | 12330/? [1:25:11<00:00,  2.41it/s]\nEpoch 0: |          | 12331/? [1:25:11<00:00,  2.41it/s]\nEpoch 0: |          | 12331/? [1:25:11<00:00,  2.41it/s]\nEpoch 0: |          | 12332/? [1:25:12<00:00,  2.41it/s]\nEpoch 0: |          | 12332/? [1:25:12<00:00,  2.41it/s]\nEpoch 0: |          | 12333/? [1:25:12<00:00,  2.41it/s]\nEpoch 0: |          | 12333/? [1:25:12<00:00,  2.41it/s]\nEpoch 0: |          | 12334/? [1:25:12<00:00,  2.41it/s]\nEpoch 0: |          | 12334/? [1:25:12<00:00,  2.41it/s]\nEpoch 0: |          | 12335/? [1:25:13<00:00,  2.41it/s]\nEpoch 0: |          | 12335/? [1:25:13<00:00,  2.41it/s]\nEpoch 0: |          | 12336/? [1:25:13<00:00,  2.41it/s]\nEpoch 0: |          | 12336/? [1:25:13<00:00,  2.41it/s]\nEpoch 0: |          | 12337/? [1:25:14<00:00,  2.41it/s]\nEpoch 0: |          | 12337/? [1:25:14<00:00,  2.41it/s]\nEpoch 0: |          | 12338/? [1:25:14<00:00,  2.41it/s]\nEpoch 0: |          | 12338/? [1:25:14<00:00,  2.41it/s]\nEpoch 0: |          | 12339/? [1:25:14<00:00,  2.41it/s]\nEpoch 0: |          | 12339/? [1:25:14<00:00,  2.41it/s]\nEpoch 0: |          | 12340/? [1:25:15<00:00,  2.41it/s]\nEpoch 0: |          | 12340/? [1:25:15<00:00,  2.41it/s]\nEpoch 0: |          | 12341/? [1:25:15<00:00,  2.41it/s]\nEpoch 0: |          | 12341/? [1:25:15<00:00,  2.41it/s]\nEpoch 0: |          | 12342/? [1:25:15<00:00,  2.41it/s]\nEpoch 0: |          | 12342/? [1:25:15<00:00,  2.41it/s]\nEpoch 0: |          | 12343/? [1:25:16<00:00,  2.41it/s]\nEpoch 0: |          | 12343/? [1:25:16<00:00,  2.41it/s]\nEpoch 0: |          | 12344/? [1:25:16<00:00,  2.41it/s]\nEpoch 0: |          | 12344/? [1:25:16<00:00,  2.41it/s]\nEpoch 0: |          | 12345/? [1:25:17<00:00,  2.41it/s]\nEpoch 0: |          | 12345/? [1:25:17<00:00,  2.41it/s]\nEpoch 0: |          | 12346/? [1:25:17<00:00,  2.41it/s]\nEpoch 0: |          | 12346/? [1:25:17<00:00,  2.41it/s]\nEpoch 0: |          | 12347/? [1:25:17<00:00,  2.41it/s]\nEpoch 0: |          | 12347/? [1:25:17<00:00,  2.41it/s]\nEpoch 0: |          | 12348/? [1:25:18<00:00,  2.41it/s]\nEpoch 0: |          | 12348/? [1:25:18<00:00,  2.41it/s]\nEpoch 0: |          | 12349/? [1:25:18<00:00,  2.41it/s]\nEpoch 0: |          | 12349/? [1:25:18<00:00,  2.41it/s]\nEpoch 0: |          | 12350/? [1:25:19<00:00,  2.41it/s]\nEpoch 0: |          | 12350/? [1:25:19<00:00,  2.41it/s]\nEpoch 0: |          | 12351/? [1:25:19<00:00,  2.41it/s]\nEpoch 0: |          | 12351/? [1:25:19<00:00,  2.41it/s]\nEpoch 0: |          | 12352/? [1:25:19<00:00,  2.41it/s]\nEpoch 0: |          | 12352/? [1:25:19<00:00,  2.41it/s]\nEpoch 0: |          | 12353/? [1:25:20<00:00,  2.41it/s]\nEpoch 0: |          | 12353/? [1:25:20<00:00,  2.41it/s]\nEpoch 0: |          | 12354/? [1:25:20<00:00,  2.41it/s]\nEpoch 0: |          | 12354/? [1:25:20<00:00,  2.41it/s]\nEpoch 0: |          | 12355/? [1:25:21<00:00,  2.41it/s]\nEpoch 0: |          | 12355/? [1:25:21<00:00,  2.41it/s]\nEpoch 0: |          | 12356/? [1:25:21<00:00,  2.41it/s]\nEpoch 0: |          | 12356/? [1:25:21<00:00,  2.41it/s]\nEpoch 0: |          | 12357/? [1:25:21<00:00,  2.41it/s]\nEpoch 0: |          | 12357/? [1:25:21<00:00,  2.41it/s]\nEpoch 0: |          | 12358/? [1:25:22<00:00,  2.41it/s]\nEpoch 0: |          | 12358/? [1:25:22<00:00,  2.41it/s]\nEpoch 0: |          | 12359/? [1:25:22<00:00,  2.41it/s]\nEpoch 0: |          | 12359/? [1:25:22<00:00,  2.41it/s]\nEpoch 0: |          | 12360/? [1:25:23<00:00,  2.41it/s]\nEpoch 0: |          | 12360/? [1:25:23<00:00,  2.41it/s]\nEpoch 0: |          | 12361/? [1:25:23<00:00,  2.41it/s]\nEpoch 0: |          | 12361/? [1:25:23<00:00,  2.41it/s]\nEpoch 0: |          | 12362/? [1:25:23<00:00,  2.41it/s]\nEpoch 0: |          | 12362/? [1:25:23<00:00,  2.41it/s]\nEpoch 0: |          | 12363/? [1:25:24<00:00,  2.41it/s]\nEpoch 0: |          | 12363/? [1:25:24<00:00,  2.41it/s]\nEpoch 0: |          | 12364/? [1:25:24<00:00,  2.41it/s]\nEpoch 0: |          | 12364/? [1:25:24<00:00,  2.41it/s]\nEpoch 0: |          | 12365/? [1:25:24<00:00,  2.41it/s]\nEpoch 0: |          | 12365/? [1:25:24<00:00,  2.41it/s]\nEpoch 0: |          | 12366/? [1:25:25<00:00,  2.41it/s]\nEpoch 0: |          | 12366/? [1:25:25<00:00,  2.41it/s]\nEpoch 0: |          | 12367/? [1:25:25<00:00,  2.41it/s]\nEpoch 0: |          | 12367/? [1:25:25<00:00,  2.41it/s]\nEpoch 0: |          | 12368/? [1:25:26<00:00,  2.41it/s]\nEpoch 0: |          | 12368/? [1:25:26<00:00,  2.41it/s]\nEpoch 0: |          | 12369/? [1:25:26<00:00,  2.41it/s]\nEpoch 0: |          | 12369/? [1:25:26<00:00,  2.41it/s]\nEpoch 0: |          | 12370/? [1:25:27<00:00,  2.41it/s]\nEpoch 0: |          | 12370/? [1:25:27<00:00,  2.41it/s]\nEpoch 0: |          | 12371/? [1:25:27<00:00,  2.41it/s]\nEpoch 0: |          | 12371/? [1:25:27<00:00,  2.41it/s]\nEpoch 0: |          | 12372/? [1:25:27<00:00,  2.41it/s]\nEpoch 0: |          | 12372/? [1:25:27<00:00,  2.41it/s]\nEpoch 0: |          | 12373/? [1:25:28<00:00,  2.41it/s]\nEpoch 0: |          | 12373/? [1:25:28<00:00,  2.41it/s]\nEpoch 0: |          | 12374/? [1:25:28<00:00,  2.41it/s]\nEpoch 0: |          | 12374/? [1:25:28<00:00,  2.41it/s]\nEpoch 0: |          | 12375/? [1:25:28<00:00,  2.41it/s]\nEpoch 0: |          | 12375/? [1:25:28<00:00,  2.41it/s]\nEpoch 0: |          | 12376/? [1:25:29<00:00,  2.41it/s]\nEpoch 0: |          | 12376/? [1:25:29<00:00,  2.41it/s]\nEpoch 0: |          | 12377/? [1:25:29<00:00,  2.41it/s]\nEpoch 0: |          | 12377/? [1:25:29<00:00,  2.41it/s]\nEpoch 0: |          | 12378/? [1:25:30<00:00,  2.41it/s]\nEpoch 0: |          | 12378/? [1:25:30<00:00,  2.41it/s]\nEpoch 0: |          | 12379/? [1:25:30<00:00,  2.41it/s]\nEpoch 0: |          | 12379/? [1:25:30<00:00,  2.41it/s]\nEpoch 0: |          | 12380/? [1:25:31<00:00,  2.41it/s]\nEpoch 0: |          | 12380/? [1:25:31<00:00,  2.41it/s]\nEpoch 0: |          | 12381/? [1:25:31<00:00,  2.41it/s]\nEpoch 0: |          | 12381/? [1:25:31<00:00,  2.41it/s]\nEpoch 0: |          | 12382/? [1:25:31<00:00,  2.41it/s]\nEpoch 0: |          | 12382/? [1:25:31<00:00,  2.41it/s]\nEpoch 0: |          | 12383/? [1:25:32<00:00,  2.41it/s]\nEpoch 0: |          | 12383/? [1:25:32<00:00,  2.41it/s]\nEpoch 0: |          | 12384/? [1:25:32<00:00,  2.41it/s]\nEpoch 0: |          | 12384/? [1:25:32<00:00,  2.41it/s]\nEpoch 0: |          | 12385/? [1:25:32<00:00,  2.41it/s]\nEpoch 0: |          | 12385/? [1:25:32<00:00,  2.41it/s]\nEpoch 0: |          | 12386/? [1:25:33<00:00,  2.41it/s]\nEpoch 0: |          | 12386/? [1:25:33<00:00,  2.41it/s]\nEpoch 0: |          | 12387/? [1:25:33<00:00,  2.41it/s]\nEpoch 0: |          | 12387/? [1:25:33<00:00,  2.41it/s]\nEpoch 0: |          | 12388/? [1:25:34<00:00,  2.41it/s]\nEpoch 0: |          | 12388/? [1:25:34<00:00,  2.41it/s]\nEpoch 0: |          | 12389/? [1:25:34<00:00,  2.41it/s]\nEpoch 0: |          | 12389/? [1:25:34<00:00,  2.41it/s]\nEpoch 0: |          | 12390/? [1:25:35<00:00,  2.41it/s]\nEpoch 0: |          | 12390/? [1:25:35<00:00,  2.41it/s]\nEpoch 0: |          | 12391/? [1:25:35<00:00,  2.41it/s]\nEpoch 0: |          | 12391/? [1:25:35<00:00,  2.41it/s]\nEpoch 0: |          | 12392/? [1:25:35<00:00,  2.41it/s]\nEpoch 0: |          | 12392/? [1:25:35<00:00,  2.41it/s]\nEpoch 0: |          | 12393/? [1:25:36<00:00,  2.41it/s]\nEpoch 0: |          | 12393/? [1:25:36<00:00,  2.41it/s]\nEpoch 0: |          | 12394/? [1:25:36<00:00,  2.41it/s]\nEpoch 0: |          | 12394/? [1:25:36<00:00,  2.41it/s]\nEpoch 0: |          | 12395/? [1:25:36<00:00,  2.41it/s]\nEpoch 0: |          | 12395/? [1:25:36<00:00,  2.41it/s]\nEpoch 0: |          | 12396/? [1:25:37<00:00,  2.41it/s]\nEpoch 0: |          | 12396/? [1:25:37<00:00,  2.41it/s]\nEpoch 0: |          | 12397/? [1:25:37<00:00,  2.41it/s]\nEpoch 0: |          | 12397/? [1:25:37<00:00,  2.41it/s]\nEpoch 0: |          | 12398/? [1:25:38<00:00,  2.41it/s]\nEpoch 0: |          | 12398/? [1:25:38<00:00,  2.41it/s]\nEpoch 0: |          | 12399/? [1:25:38<00:00,  2.41it/s]\nEpoch 0: |          | 12399/? [1:25:38<00:00,  2.41it/s]\nEpoch 0: |          | 12400/? [1:25:38<00:00,  2.41it/s]\nEpoch 0: |          | 12400/? [1:25:38<00:00,  2.41it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.59it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 11.17it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.82it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.73it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 12400/? [1:25:39<00:00,  2.41it/s]\nEpoch 0: |          | 12401/? [1:25:39<00:00,  2.41it/s]\nEpoch 0: |          | 12401/? [1:25:39<00:00,  2.41it/s]\nEpoch 0: |          | 12402/? [1:25:40<00:00,  2.41it/s]\nEpoch 0: |          | 12402/? [1:25:40<00:00,  2.41it/s]\nEpoch 0: |          | 12403/? [1:25:40<00:00,  2.41it/s]\nEpoch 0: |          | 12403/? [1:25:40<00:00,  2.41it/s]\nEpoch 0: |          | 12404/? [1:25:40<00:00,  2.41it/s]\nEpoch 0: |          | 12404/? [1:25:40<00:00,  2.41it/s]\nEpoch 0: |          | 12405/? [1:25:41<00:00,  2.41it/s]\nEpoch 0: |          | 12405/? [1:25:41<00:00,  2.41it/s]\nEpoch 0: |          | 12406/? [1:25:41<00:00,  2.41it/s]\nEpoch 0: |          | 12406/? [1:25:41<00:00,  2.41it/s]\nEpoch 0: |          | 12407/? [1:25:42<00:00,  2.41it/s]\nEpoch 0: |          | 12407/? [1:25:42<00:00,  2.41it/s]\nEpoch 0: |          | 12408/? [1:25:42<00:00,  2.41it/s]\nEpoch 0: |          | 12408/? [1:25:42<00:00,  2.41it/s]\nEpoch 0: |          | 12409/? [1:25:42<00:00,  2.41it/s]\nEpoch 0: |          | 12409/? [1:25:42<00:00,  2.41it/s]\nEpoch 0: |          | 12410/? [1:25:43<00:00,  2.41it/s]\nEpoch 0: |          | 12410/? [1:25:43<00:00,  2.41it/s]\nEpoch 0: |          | 12411/? [1:25:43<00:00,  2.41it/s]\nEpoch 0: |          | 12411/? [1:25:43<00:00,  2.41it/s]\nEpoch 0: |          | 12412/? [1:25:44<00:00,  2.41it/s]\nEpoch 0: |          | 12412/? [1:25:44<00:00,  2.41it/s]\nEpoch 0: |          | 12413/? [1:25:44<00:00,  2.41it/s]\nEpoch 0: |          | 12413/? [1:25:44<00:00,  2.41it/s]\nEpoch 0: |          | 12414/? [1:25:44<00:00,  2.41it/s]\nEpoch 0: |          | 12414/? [1:25:44<00:00,  2.41it/s]\nEpoch 0: |          | 12415/? [1:25:45<00:00,  2.41it/s]\nEpoch 0: |          | 12415/? [1:25:45<00:00,  2.41it/s]\nEpoch 0: |          | 12416/? [1:25:45<00:00,  2.41it/s]\nEpoch 0: |          | 12416/? [1:25:45<00:00,  2.41it/s]\nEpoch 0: |          | 12417/? [1:25:45<00:00,  2.41it/s]\nEpoch 0: |          | 12417/? [1:25:45<00:00,  2.41it/s]\nEpoch 0: |          | 12418/? [1:25:46<00:00,  2.41it/s]\nEpoch 0: |          | 12418/? [1:25:46<00:00,  2.41it/s]\nEpoch 0: |          | 12419/? [1:25:46<00:00,  2.41it/s]\nEpoch 0: |          | 12419/? [1:25:46<00:00,  2.41it/s]\nEpoch 0: |          | 12420/? [1:25:47<00:00,  2.41it/s]\nEpoch 0: |          | 12420/? [1:25:47<00:00,  2.41it/s]\nEpoch 0: |          | 12421/? [1:25:47<00:00,  2.41it/s]\nEpoch 0: |          | 12421/? [1:25:47<00:00,  2.41it/s]\nEpoch 0: |          | 12422/? [1:25:47<00:00,  2.41it/s]\nEpoch 0: |          | 12422/? [1:25:47<00:00,  2.41it/s]\nEpoch 0: |          | 12423/? [1:25:48<00:00,  2.41it/s]\nEpoch 0: |          | 12423/? [1:25:48<00:00,  2.41it/s]\nEpoch 0: |          | 12424/? [1:25:48<00:00,  2.41it/s]\nEpoch 0: |          | 12424/? [1:25:48<00:00,  2.41it/s]\nEpoch 0: |          | 12425/? [1:25:49<00:00,  2.41it/s]\nEpoch 0: |          | 12425/? [1:25:49<00:00,  2.41it/s]\nEpoch 0: |          | 12426/? [1:25:49<00:00,  2.41it/s]\nEpoch 0: |          | 12426/? [1:25:49<00:00,  2.41it/s]\nEpoch 0: |          | 12427/? [1:25:49<00:00,  2.41it/s]\nEpoch 0: |          | 12427/? [1:25:49<00:00,  2.41it/s]\nEpoch 0: |          | 12428/? [1:25:50<00:00,  2.41it/s]\nEpoch 0: |          | 12428/? [1:25:50<00:00,  2.41it/s]\nEpoch 0: |          | 12429/? [1:25:50<00:00,  2.41it/s]\nEpoch 0: |          | 12429/? [1:25:50<00:00,  2.41it/s]\nEpoch 0: |          | 12430/? [1:25:51<00:00,  2.41it/s]\nEpoch 0: |          | 12430/? [1:25:51<00:00,  2.41it/s]\nEpoch 0: |          | 12431/? [1:25:51<00:00,  2.41it/s]\nEpoch 0: |          | 12431/? [1:25:51<00:00,  2.41it/s]\nEpoch 0: |          | 12432/? [1:25:51<00:00,  2.41it/s]\nEpoch 0: |          | 12432/? [1:25:51<00:00,  2.41it/s]\nEpoch 0: |          | 12433/? [1:25:52<00:00,  2.41it/s]\nEpoch 0: |          | 12433/? [1:25:52<00:00,  2.41it/s]\nEpoch 0: |          | 12434/? [1:25:52<00:00,  2.41it/s]\nEpoch 0: |          | 12434/? [1:25:52<00:00,  2.41it/s]\nEpoch 0: |          | 12435/? [1:25:52<00:00,  2.41it/s]\nEpoch 0: |          | 12435/? [1:25:52<00:00,  2.41it/s]\nEpoch 0: |          | 12436/? [1:25:53<00:00,  2.41it/s]\nEpoch 0: |          | 12436/? [1:25:53<00:00,  2.41it/s]\nEpoch 0: |          | 12437/? [1:25:53<00:00,  2.41it/s]\nEpoch 0: |          | 12437/? [1:25:53<00:00,  2.41it/s]\nEpoch 0: |          | 12438/? [1:25:54<00:00,  2.41it/s]\nEpoch 0: |          | 12438/? [1:25:54<00:00,  2.41it/s]\nEpoch 0: |          | 12439/? [1:25:54<00:00,  2.41it/s]\nEpoch 0: |          | 12439/? [1:25:54<00:00,  2.41it/s]\nEpoch 0: |          | 12440/? [1:25:54<00:00,  2.41it/s]\nEpoch 0: |          | 12440/? [1:25:54<00:00,  2.41it/s]\nEpoch 0: |          | 12441/? [1:25:55<00:00,  2.41it/s]\nEpoch 0: |          | 12441/? [1:25:55<00:00,  2.41it/s]\nEpoch 0: |          | 12442/? [1:25:55<00:00,  2.41it/s]\nEpoch 0: |          | 12442/? [1:25:55<00:00,  2.41it/s]\nEpoch 0: |          | 12443/? [1:25:56<00:00,  2.41it/s]\nEpoch 0: |          | 12443/? [1:25:56<00:00,  2.41it/s]\nEpoch 0: |          | 12444/? [1:25:56<00:00,  2.41it/s]\nEpoch 0: |          | 12444/? [1:25:56<00:00,  2.41it/s]\nEpoch 0: |          | 12445/? [1:25:56<00:00,  2.41it/s]\nEpoch 0: |          | 12445/? [1:25:56<00:00,  2.41it/s]\nEpoch 0: |          | 12446/? [1:25:57<00:00,  2.41it/s]\nEpoch 0: |          | 12446/? [1:25:57<00:00,  2.41it/s]\nEpoch 0: |          | 12447/? [1:25:57<00:00,  2.41it/s]\nEpoch 0: |          | 12447/? [1:25:57<00:00,  2.41it/s]\nEpoch 0: |          | 12448/? [1:25:58<00:00,  2.41it/s]\nEpoch 0: |          | 12448/? [1:25:58<00:00,  2.41it/s]\nEpoch 0: |          | 12449/? [1:25:58<00:00,  2.41it/s]\nEpoch 0: |          | 12449/? [1:25:58<00:00,  2.41it/s]\nEpoch 0: |          | 12450/? [1:25:58<00:00,  2.41it/s]\nEpoch 0: |          | 12450/? [1:25:58<00:00,  2.41it/s]\nEpoch 0: |          | 12451/? [1:25:59<00:00,  2.41it/s]\nEpoch 0: |          | 12451/? [1:25:59<00:00,  2.41it/s]\nEpoch 0: |          | 12452/? [1:25:59<00:00,  2.41it/s]\nEpoch 0: |          | 12452/? [1:25:59<00:00,  2.41it/s]\nEpoch 0: |          | 12453/? [1:25:59<00:00,  2.41it/s]\nEpoch 0: |          | 12453/? [1:25:59<00:00,  2.41it/s]\nEpoch 0: |          | 12454/? [1:26:00<00:00,  2.41it/s]\nEpoch 0: |          | 12454/? [1:26:00<00:00,  2.41it/s]\nEpoch 0: |          | 12455/? [1:26:00<00:00,  2.41it/s]\nEpoch 0: |          | 12455/? [1:26:00<00:00,  2.41it/s]\nEpoch 0: |          | 12456/? [1:26:01<00:00,  2.41it/s]\nEpoch 0: |          | 12456/? [1:26:01<00:00,  2.41it/s]\nEpoch 0: |          | 12457/? [1:26:01<00:00,  2.41it/s]\nEpoch 0: |          | 12457/? [1:26:01<00:00,  2.41it/s]\nEpoch 0: |          | 12458/? [1:26:01<00:00,  2.41it/s]\nEpoch 0: |          | 12458/? [1:26:01<00:00,  2.41it/s]\nEpoch 0: |          | 12459/? [1:26:02<00:00,  2.41it/s]\nEpoch 0: |          | 12459/? [1:26:02<00:00,  2.41it/s]\nEpoch 0: |          | 12460/? [1:26:02<00:00,  2.41it/s]\nEpoch 0: |          | 12460/? [1:26:02<00:00,  2.41it/s]\nEpoch 0: |          | 12461/? [1:26:03<00:00,  2.41it/s]\nEpoch 0: |          | 12461/? [1:26:03<00:00,  2.41it/s]\nEpoch 0: |          | 12462/? [1:26:03<00:00,  2.41it/s]\nEpoch 0: |          | 12462/? [1:26:03<00:00,  2.41it/s]\nEpoch 0: |          | 12463/? [1:26:03<00:00,  2.41it/s]\nEpoch 0: |          | 12463/? [1:26:03<00:00,  2.41it/s]\nEpoch 0: |          | 12464/? [1:26:04<00:00,  2.41it/s]\nEpoch 0: |          | 12464/? [1:26:04<00:00,  2.41it/s]\nEpoch 0: |          | 12465/? [1:26:04<00:00,  2.41it/s]\nEpoch 0: |          | 12465/? [1:26:04<00:00,  2.41it/s]\nEpoch 0: |          | 12466/? [1:26:05<00:00,  2.41it/s]\nEpoch 0: |          | 12466/? [1:26:05<00:00,  2.41it/s]\nEpoch 0: |          | 12467/? [1:26:05<00:00,  2.41it/s]\nEpoch 0: |          | 12467/? [1:26:05<00:00,  2.41it/s]\nEpoch 0: |          | 12468/? [1:26:05<00:00,  2.41it/s]\nEpoch 0: |          | 12468/? [1:26:05<00:00,  2.41it/s]\nEpoch 0: |          | 12469/? [1:26:06<00:00,  2.41it/s]\nEpoch 0: |          | 12469/? [1:26:06<00:00,  2.41it/s]\nEpoch 0: |          | 12470/? [1:26:06<00:00,  2.41it/s]\nEpoch 0: |          | 12470/? [1:26:06<00:00,  2.41it/s]\nEpoch 0: |          | 12471/? [1:26:07<00:00,  2.41it/s]\nEpoch 0: |          | 12471/? [1:26:07<00:00,  2.41it/s]\nEpoch 0: |          | 12472/? [1:26:07<00:00,  2.41it/s]\nEpoch 0: |          | 12472/? [1:26:07<00:00,  2.41it/s]\nEpoch 0: |          | 12473/? [1:26:07<00:00,  2.41it/s]\nEpoch 0: |          | 12473/? [1:26:07<00:00,  2.41it/s]\nEpoch 0: |          | 12474/? [1:26:08<00:00,  2.41it/s]\nEpoch 0: |          | 12474/? [1:26:08<00:00,  2.41it/s]\nEpoch 0: |          | 12475/? [1:26:08<00:00,  2.41it/s]\nEpoch 0: |          | 12475/? [1:26:08<00:00,  2.41it/s]\nEpoch 0: |          | 12476/? [1:26:09<00:00,  2.41it/s]\nEpoch 0: |          | 12476/? [1:26:09<00:00,  2.41it/s]\nEpoch 0: |          | 12477/? [1:26:09<00:00,  2.41it/s]\nEpoch 0: |          | 12477/? [1:26:09<00:00,  2.41it/s]\nEpoch 0: |          | 12478/? [1:26:09<00:00,  2.41it/s]\nEpoch 0: |          | 12478/? [1:26:09<00:00,  2.41it/s]\nEpoch 0: |          | 12479/? [1:26:10<00:00,  2.41it/s]\nEpoch 0: |          | 12479/? [1:26:10<00:00,  2.41it/s]\nEpoch 0: |          | 12480/? [1:26:10<00:00,  2.41it/s]\nEpoch 0: |          | 12480/? [1:26:10<00:00,  2.41it/s]\nEpoch 0: |          | 12481/? [1:26:10<00:00,  2.41it/s]\nEpoch 0: |          | 12481/? [1:26:10<00:00,  2.41it/s]\nEpoch 0: |          | 12482/? [1:26:11<00:00,  2.41it/s]\nEpoch 0: |          | 12482/? [1:26:11<00:00,  2.41it/s]\nEpoch 0: |          | 12483/? [1:26:11<00:00,  2.41it/s]\nEpoch 0: |          | 12483/? [1:26:11<00:00,  2.41it/s]\nEpoch 0: |          | 12484/? [1:26:12<00:00,  2.41it/s]\nEpoch 0: |          | 12484/? [1:26:12<00:00,  2.41it/s]\nEpoch 0: |          | 12485/? [1:26:12<00:00,  2.41it/s]\nEpoch 0: |          | 12485/? [1:26:12<00:00,  2.41it/s]\nEpoch 0: |          | 12486/? [1:26:12<00:00,  2.41it/s]\nEpoch 0: |          | 12486/? [1:26:12<00:00,  2.41it/s]\nEpoch 0: |          | 12487/? [1:26:13<00:00,  2.41it/s]\nEpoch 0: |          | 12487/? [1:26:13<00:00,  2.41it/s]\nEpoch 0: |          | 12488/? [1:26:13<00:00,  2.41it/s]\nEpoch 0: |          | 12488/? [1:26:13<00:00,  2.41it/s]\nEpoch 0: |          | 12489/? [1:26:14<00:00,  2.41it/s]\nEpoch 0: |          | 12489/? [1:26:14<00:00,  2.41it/s]\nEpoch 0: |          | 12490/? [1:26:14<00:00,  2.41it/s]\nEpoch 0: |          | 12490/? [1:26:14<00:00,  2.41it/s]\nEpoch 0: |          | 12491/? [1:26:14<00:00,  2.41it/s]\nEpoch 0: |          | 12491/? [1:26:14<00:00,  2.41it/s]\nEpoch 0: |          | 12492/? [1:26:15<00:00,  2.41it/s]\nEpoch 0: |          | 12492/? [1:26:15<00:00,  2.41it/s]\nEpoch 0: |          | 12493/? [1:26:15<00:00,  2.41it/s]\nEpoch 0: |          | 12493/? [1:26:15<00:00,  2.41it/s]\nEpoch 0: |          | 12494/? [1:26:15<00:00,  2.41it/s]\nEpoch 0: |          | 12494/? [1:26:15<00:00,  2.41it/s]\nEpoch 0: |          | 12495/? [1:26:16<00:00,  2.41it/s]\nEpoch 0: |          | 12495/? [1:26:16<00:00,  2.41it/s]\nEpoch 0: |          | 12496/? [1:26:16<00:00,  2.41it/s]\nEpoch 0: |          | 12496/? [1:26:16<00:00,  2.41it/s]\nEpoch 0: |          | 12497/? [1:26:17<00:00,  2.41it/s]\nEpoch 0: |          | 12497/? [1:26:17<00:00,  2.41it/s]\nEpoch 0: |          | 12498/? [1:26:17<00:00,  2.41it/s]\nEpoch 0: |          | 12498/? [1:26:17<00:00,  2.41it/s]\nEpoch 0: |          | 12499/? [1:26:17<00:00,  2.41it/s]\nEpoch 0: |          | 12499/? [1:26:17<00:00,  2.41it/s]\nEpoch 0: |          | 12500/? [1:26:18<00:00,  2.41it/s]\nEpoch 0: |          | 12500/? [1:26:18<00:00,  2.41it/s]\n`Trainer.fit` stopped: `max_steps=12500` reached.\nEpoch 0: |          | 12500/? [1:26:18<00:00,  2.41it/s]\nEpoch 0: |          | 12500/? [1:26:18<00:00,  2.41it/s]\nLOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'test_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.\nTesting: |          | 0/? [00:00<?, ?it/s]\nTesting:   0%|          | 0/120 [00:00<?, ?it/s]\nTesting DataLoader 0:   0%|          | 0/120 [00:00<?, ?it/s]\nTesting DataLoader 0:   1%|          | 1/120 [00:00<00:09, 12.39it/s]\nTesting DataLoader 0:   2%|▏         | 2/120 [00:00<00:09, 12.35it/s]\nTesting DataLoader 0:   2%|▎         | 3/120 [00:00<00:10, 11.69it/s]\nTesting DataLoader 0:   3%|▎         | 4/120 [00:00<00:09, 11.69it/s]\nTesting DataLoader 0:   4%|▍         | 5/120 [00:00<00:09, 11.55it/s]\nTesting DataLoader 0:   5%|▌         | 6/120 [00:00<00:10, 11.38it/s]\nTesting DataLoader 0:   6%|▌         | 7/120 [00:00<00:10, 11.21it/s]\nTesting DataLoader 0:   7%|▋         | 8/120 [00:00<00:09, 11.24it/s]\nTesting DataLoader 0:   8%|▊         | 9/120 [00:00<00:10, 11.09it/s]\nTesting DataLoader 0:   8%|▊         | 10/120 [00:00<00:09, 11.04it/s]\nTesting DataLoader 0:   9%|▉         | 11/120 [00:00<00:09, 11.05it/s]\nTesting DataLoader 0:  10%|█         | 12/120 [00:01<00:09, 11.03it/s]\nTesting 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/tmp/outputs/imagedream-sd21-shading/Corgi_riding_a_rocket@20240112-135759/save\nLoading Multiview Diffusion ...\nInitializing Latent Diffusion Interface\ntime steps:  1000\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nmaking attention of type 'vanilla-xformers' with 512 in_channels\nbuilding MemoryEfficientAttnBlock with 512 in_channels...\nWorking with z of shape (1, 4, 32, 32) = 4096 dimensions.\nmaking attention of type 'vanilla-xformers' with 512 in_channels\nbuilding MemoryEfficientAttnBlock with 512 in_channels...\nLoaded Multiview Diffusion!\nUsing prompt [Corgi riding a rocket] and negative prompt [ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions]\nUsing view-dependent prompts [side]:[Corgi riding a rocket, side view] [front]:[Corgi riding a rocket, front view] [back]:[Corgi riding a rocket, back view] [overhead]:[Corgi riding a rocket, overhead view]\nUsing 16bit Automatic Mixed Precision (AMP)\nGPU available: True (cuda), used: True\nTPU available: False, using: 0 TPU cores\nIPU available: False, using: 0 IPUs\nHPU available: False, using: 0 HPUs\nMissing logger folder: /src/lightning_logs\nRestoring states from the checkpoint path at /tmp/outputs/imagedream-sd21-shading/Corgi_riding_a_rocket@20240112-135759/ckpts/last.ckpt\nLOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]\nLoaded model weights from the checkpoint at /tmp/outputs/imagedream-sd21-shading/Corgi_riding_a_rocket@20240112-135759/ckpts/last.ckpt\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'predict_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.\nPredicting: |          | 0/? 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86%|████████▌ | 103/120 [00:02<00:00, 49.68it/s]\nPredicting DataLoader 0:  87%|████████▋ | 104/120 [00:02<00:00, 49.63it/s]\nPredicting DataLoader 0:  88%|████████▊ | 105/120 [00:02<00:00, 49.72it/s]\nPredicting DataLoader 0:  88%|████████▊ | 106/120 [00:02<00:00, 49.72it/s]\nPredicting DataLoader 0:  89%|████████▉ | 107/120 [00:02<00:00, 49.61it/s]\nPredicting DataLoader 0:  90%|█████████ | 108/120 [00:02<00:00, 49.58it/s]\nPredicting DataLoader 0:  91%|█████████ | 109/120 [00:02<00:00, 49.53it/s]\nPredicting DataLoader 0:  92%|█████████▏| 110/120 [00:02<00:00, 49.50it/s]\nPredicting DataLoader 0:  92%|█████████▎| 111/120 [00:02<00:00, 49.46it/s]\nPredicting DataLoader 0:  93%|█████████▎| 112/120 [00:02<00:00, 49.52it/s]\nPredicting DataLoader 0:  94%|█████████▍| 113/120 [00:02<00:00, 49.59it/s]\nPredicting DataLoader 0:  95%|█████████▌| 114/120 [00:02<00:00, 49.55it/s]\nPredicting DataLoader 0:  96%|█████████▌| 115/120 [00:02<00:00, 49.63it/s]\nPredicting DataLoader 0:  97%|█████████▋| 116/120 [00:02<00:00, 49.59it/s]\nPredicting DataLoader 0:  98%|█████████▊| 117/120 [00:02<00:00, 49.66it/s]\nPredicting DataLoader 0:  98%|█████████▊| 118/120 [00:02<00:00, 49.62it/s]\nPredicting DataLoader 0:  99%|█████████▉| 119/120 [00:02<00:00, 49.69it/s]\nUsing xatlas to perform UV unwrapping, may take a while ...\nExporting textures ...\nPerform UV padding on texture maps to avoid seams, may take a while ...\nPredicting DataLoader 0: 100%|██████████| 120/120 [00:02<00:00, 49.76it/s]\nPredicting DataLoader 0: 100%|██████████| 120/120 [00:37<00:00,  3.23it/s]\nExport assets saved to /tmp/outputs/imagedream-sd21-shading/Corgi_riding_a_rocket@20240112-135759/save",
  "metrics": {
    "predict_time": 5319.4778,
    "total_time": 5494.998879
  },
  "output": "https://replicate.delivery/pbxt/IugDeklPTOy1KqI2YNeDuYFNbBSdolUUcnNmI4t0muklwwLSA/mesh.glb",
  "started_at": "2024-01-12T13:57:51.124663Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/pc36bctbezrcvcb6veioqxw2s4",
    "cancel": "https://api.replicate.com/v1/predictions/pc36bctbezrcvcb6veioqxw2s4/cancel"
  },
  "version": "c94d52fa6963f1963d3c6856477599a4ae6f41b61b7ab6a2589c2af2c382e5fd"
}

Generated in

88 minutes 39 seconds

Tweak it Share Report

Seed set to 106824398
[INFO] background removal...
Downloading data from 'https://github.com/danielgatis/rembg/releases/download/v0.0.0/u2net.onnx' to file '/root/.u2net/u2net.onnx'.
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2024-01-12 13:57:54.752501393 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 707, index: 0, mask: {48, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.752506783 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 708, index: 1, mask: {1, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.752540833 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 709, index: 2, mask: {49, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.752568743 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 710, index: 3, mask: {2, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.752607763 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 711, index: 4, mask: {50, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.752667772 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 712, index: 5, mask: {3, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.752692843 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 713, index: 6, mask: {51, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.752724172 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 714, index: 7, mask: {4, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.752774972 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 715, index: 8, mask: {52, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.767455938 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 754, index: 47, mask: {24, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.767589108 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 787, index: 80, mask: {88, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.767599838 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 783, index: 76, mask: {86, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.771200842 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 755, index: 48, mask: {72, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.775192426 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 788, index: 81, mask: {41, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.775192766 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 756, index: 49, mask: {25, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.775206675 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 789, index: 82, mask: {89, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.775219495 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 801, index: 94, mask: {95, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.776547224 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 727, index: 20, mask: {58, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.776558893 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 716, index: 9, mask: {5, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.776599383 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 725, index: 18, mask: {57, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.776663003 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 734, index: 27, mask: {14, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.767383888 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 741, index: 34, mask: {65, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.767320088 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 730, index: 23, mask: {12, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.767523828 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 774, index: 67, mask: {34, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.767545478 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 775, index: 68, mask: {82, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.767364808 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 743, index: 36, mask: {66, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.767581478 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 782, index: 75, mask: {38, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.767443518 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 759, index: 52, mask: {74, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.767507988 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 767, index: 60, mask: {78, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.767493638 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 765, index: 58, mask: {77, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.767514598 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 772, index: 65, mask: {33, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.767533168 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 773, index: 66, mask: {81, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.767557528 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 785, index: 78, mask: {87, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.767573898 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 786, index: 79, mask: {40, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.777673502 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 718, index: 11, mask: {6, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.777680122 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 722, index: 15, mask: {8, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.777725342 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 739, index: 32, mask: {64, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.779190319 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 735, index: 28, mask: {62, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.779191069 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 742, index: 35, mask: {18, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.777745322 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 740, index: 33, mask: {17, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.783260163 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 747, index: 40, mask: {68, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.787192756 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 719, index: 12, mask: {54, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.777735712 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 732, index: 25, mask: {13, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.783268703 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 758, index: 51, mask: {26, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.787198346 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 744, index: 37, mask: {19, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.779203939 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 736, index: 29, mask: {15, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.779219529 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 768, index: 61, mask: {31, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.777755931 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 733, index: 26, mask: {61, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.777712372 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 731, index: 24, mask: {60, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.777765731 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 746, index: 39, mask: {20, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.779214529 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 737, index: 30, mask: {63, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.787209776 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 751, index: 44, mask: {70, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.777686732 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 724, index: 17, mask: {9, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.779231369 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 769, index: 62, mask: {79, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.779201779 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 745, index: 38, mask: {67, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.787220856 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 752, index: 45, mask: {23, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.787191236 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 760, index: 53, mask: {27, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.779224339 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 738, index: 31, mask: {16, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.787233366 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 757, index: 50, mask: {73, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.783255363 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 721, index: 14, mask: {55, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.787203506 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 766, index: 59, mask: {30, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.779245819 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 749, index: 42, mask: {69, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.819197344 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 771, index: 64, mask: {80, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.791187920 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 779, index: 72, mask: {84, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.779273719 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 777, index: 70, mask: {83, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.779270119 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 753, index: 46, mask: {71, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.779258369 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 750, index: 43, mask: {22, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.791196100 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 780, index: 73, mask: {37, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.779280409 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 762, index: 55, mask: {28, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.827180962 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 778, index: 71, mask: {36, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.787204396 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 720, index: 13, mask: {7, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.783269623 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 729, index: 22, mask: {59, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.779291899 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 763, index: 56, mask: {76, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.787245926 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 761, index: 54, mask: {75, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.787215546 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 723, index: 16, mask: {56, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.791203140 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 781, index: 74, mask: {85, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.783263093 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 728, index: 21, mask: {11, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.835184378 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 800, index: 93, mask: {47, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.783268153 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 776, index: 69, mask: {35, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.779301599 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 764, index: 57, mask: {29, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.791211030 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 784, index: 77, mask: {39, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.843190505 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 726, index: 19, mask: {10, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.779233759 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 748, index: 41, mask: {21, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.779243829 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 770, index: 63, mask: {32, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:57:54.787193386 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 717, index: 10, mask: {53, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
Loading Multiview Diffusion ...
Initializing Latent Diffusion Interface
time steps:  1000
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
making attention of type 'vanilla-xformers' with 512 in_channels
building MemoryEfficientAttnBlock with 512 in_channels...
Working with z of shape (1, 4, 32, 32) = 4096 dimensions.
making attention of type 'vanilla-xformers' with 512 in_channels
building MemoryEfficientAttnBlock with 512 in_channels...
Loaded Multiview Diffusion!
Using prompt [Corgi riding a rocket] and negative prompt [ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions]
Using view-dependent prompts [side]:[Corgi riding a rocket, side view] [front]:[Corgi riding a rocket, front view] [back]:[Corgi riding a rocket, back view] [overhead]:[Corgi riding a rocket, overhead view]
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_5m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_5m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.
return register_model(fn_wrapper)
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_11m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_11m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.
return register_model(fn_wrapper)
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.
return register_model(fn_wrapper)
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_384 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected.
return register_model(fn_wrapper)
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_512 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected.
return register_model(fn_wrapper)
Using 16bit Automatic Mixed Precision (AMP)
GPU available: True (cuda), used: True
TPU available: False, using: 0 TPU cores
IPU available: False, using: 0 IPUs
HPU available: False, using: 0 HPUs
You are using a CUDA device ('NVIDIA A40') that has Tensor Cores. To properly utilize them, you should set `torch.set_float32_matmul_precision('medium' | 'high')` which will trade-off precision for performance. For more details, read https://pytorch.org/docs/stable/generated/torch.set_float32_matmul_precision.html#torch.set_float32_matmul_precision
LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]
| Name       | Type                           | Params
--------------------------------------------------------------
0 | geometry   | ImplicitVolume                 | 12.6 M
1 | material   | DiffuseWithPointLightMaterial  | 0
2 | background | NeuralEnvironmentMapBackground | 448
3 | renderer   | NeRFVolumeRenderer             | 0
4 | guidance   | MultiviewDiffusionGuidance     | 2.0 B
--------------------------------------------------------------
12.6 M    Trainable params
2.0 B     Non-trainable params
2.0 B     Total params
8,096.164 Total estimated model params size (MB)
Validation results will be saved to /tmp/outputs/imagedream-sd21-shading/Corgi_riding_a_rocket@20240112-135759/save
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'train_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'val_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.
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Validation DataLoader 0: 100%|██████████| 4/4 [00:02<00:00,  1.42it/s]

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Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:02,  1.30it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.24it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:02<00:00,  1.26it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:03<00:00,  1.25it/s]

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Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:02,  1.50it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.43it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:02<00:00,  1.45it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:02<00:00,  1.43it/s]

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Epoch 0: |          | 703/? [07:21<00:00,  1.59it/s]
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Epoch 0: |          | 708/? [07:24<00:00,  1.59it/s]
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Epoch 0: |          | 711/? [07:26<00:00,  1.59it/s]
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Epoch 0: |          | 712/? [07:26<00:00,  1.59it/s]
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Epoch 0: |          | 713/? [07:27<00:00,  1.59it/s]
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Epoch 0: |          | 714/? [07:27<00:00,  1.59it/s]
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Epoch 0: |          | 715/? [07:28<00:00,  1.59it/s]
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Epoch 0: |          | 716/? [07:29<00:00,  1.59it/s]
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Epoch 0: |          | 720/? [07:31<00:00,  1.60it/s]
Epoch 0: |          | 720/? [07:31<00:00,  1.60it/s]
Epoch 0: |          | 721/? [07:31<00:00,  1.60it/s]
Epoch 0: |          | 721/? [07:31<00:00,  1.60it/s]
Epoch 0: |          | 722/? [07:32<00:00,  1.60it/s]
Epoch 0: |          | 722/? [07:32<00:00,  1.60it/s]
Epoch 0: |          | 723/? [07:33<00:00,  1.60it/s]
Epoch 0: |          | 723/? [07:33<00:00,  1.60it/s]
Epoch 0: |          | 724/? [07:33<00:00,  1.60it/s]
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Epoch 0: |          | 725/? [07:34<00:00,  1.60it/s]
Epoch 0: |          | 725/? [07:34<00:00,  1.60it/s]
Epoch 0: |          | 726/? [07:34<00:00,  1.60it/s]
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Epoch 0: |          | 727/? [07:35<00:00,  1.60it/s]
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Epoch 0: |          | 728/? [07:35<00:00,  1.60it/s]
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Epoch 0: |          | 729/? [07:36<00:00,  1.60it/s]
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Epoch 0: |          | 730/? [07:36<00:00,  1.60it/s]
Epoch 0: |          | 730/? [07:36<00:00,  1.60it/s]
Epoch 0: |          | 731/? [07:37<00:00,  1.60it/s]
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Epoch 0: |          | 732/? [07:38<00:00,  1.60it/s]
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Epoch 0: |          | 733/? [07:38<00:00,  1.60it/s]
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Epoch 0: |          | 734/? [07:39<00:00,  1.60it/s]
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Epoch 0: |          | 735/? [07:39<00:00,  1.60it/s]
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Epoch 0: |          | 736/? [07:40<00:00,  1.60it/s]
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Epoch 0: |          | 738/? [07:41<00:00,  1.60it/s]
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Epoch 0: |          | 739/? [07:41<00:00,  1.60it/s]
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Epoch 0: |          | 740/? [07:42<00:00,  1.60it/s]
Epoch 0: |          | 740/? [07:42<00:00,  1.60it/s]
Epoch 0: |          | 741/? [07:43<00:00,  1.60it/s]
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Epoch 0: |          | 750/? [07:47<00:00,  1.60it/s]
Epoch 0: |          | 750/? [07:47<00:00,  1.60it/s]
Epoch 0: |          | 751/? [07:48<00:00,  1.60it/s]
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Epoch 0: |          | 752/? [07:48<00:00,  1.60it/s]
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Epoch 0: |          | 754/? [07:49<00:00,  1.60it/s]
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Epoch 0: |          | 756/? [07:50<00:00,  1.61it/s]
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Epoch 0: |          | 757/? [07:51<00:00,  1.61it/s]
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Epoch 0: |          | 761/? [07:53<00:00,  1.61it/s]
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Epoch 0: |          | 763/? [07:54<00:00,  1.61it/s]
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Epoch 0: |          | 764/? [07:55<00:00,  1.61it/s]
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Epoch 0: |          | 765/? [07:55<00:00,  1.61it/s]
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Epoch 0: |          | 766/? [07:56<00:00,  1.61it/s]
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Epoch 0: |          | 767/? [07:56<00:00,  1.61it/s]
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Epoch 0: |          | 768/? [07:57<00:00,  1.61it/s]
Epoch 0: |          | 768/? [07:57<00:00,  1.61it/s]
Epoch 0: |          | 769/? [07:57<00:00,  1.61it/s]
Epoch 0: |          | 769/? [07:57<00:00,  1.61it/s]
Epoch 0: |          | 770/? [07:58<00:00,  1.61it/s]
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Epoch 0: |          | 771/? [07:58<00:00,  1.61it/s]
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Epoch 0: |          | 772/? [07:59<00:00,  1.61it/s]
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Epoch 0: |          | 773/? [08:00<00:00,  1.61it/s]
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Epoch 0: |          | 800/? [08:14<00:00,  1.62it/s]
Epoch 0: |          | 800/? [08:14<00:00,  1.62it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:01,  1.77it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.70it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:01<00:00,  1.72it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:02<00:00,  1.69it/s]

Epoch 0: |          | 800/? [08:17<00:00,  1.61it/s]
Epoch 0: |          | 801/? [08:17<00:00,  1.61it/s]
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Epoch 0: |          | 804/? [08:19<00:00,  1.61it/s]
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Epoch 0: |          | 811/? [08:23<00:00,  1.61it/s]
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Epoch 0: |          | 813/? [08:24<00:00,  1.61it/s]
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Epoch 0: |          | 815/? [08:25<00:00,  1.61it/s]
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Epoch 0: |          | 817/? [08:26<00:00,  1.61it/s]
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Epoch 0: |          | 819/? [08:27<00:00,  1.61it/s]
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Epoch 0: |          | 820/? [08:28<00:00,  1.61it/s]
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Epoch 0: |          | 822/? [08:29<00:00,  1.61it/s]
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Epoch 0: |          | 826/? [08:31<00:00,  1.62it/s]
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Epoch 0: |          | 828/? [08:32<00:00,  1.62it/s]
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Epoch 0: |          | 829/? [08:33<00:00,  1.62it/s]
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Epoch 0: |          | 831/? [08:34<00:00,  1.62it/s]
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Epoch 0: |          | 842/? [08:40<00:00,  1.62it/s]
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Epoch 0: |          | 1000/? [10:02<00:00,  1.66it/s]
Epoch 0: |          | 1000/? [10:02<00:00,  1.66it/s]
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Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:01,  2.18it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  2.10it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:01<00:00,  2.11it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  2.08it/s]

Epoch 0: |          | 1000/? [10:04<00:00,  1.65it/s]
Epoch 0: |          | 1001/? [10:04<00:00,  1.66it/s]
Epoch 0: |          | 1001/? [10:04<00:00,  1.66it/s]
Epoch 0: |          | 1002/? [10:05<00:00,  1.66it/s]
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Epoch 0: |          | 1003/? [10:05<00:00,  1.66it/s]
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Epoch 0: |          | 1004/? [10:06<00:00,  1.66it/s]
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Epoch 0: |          | 1005/? [10:06<00:00,  1.66it/s]
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Epoch 0: |          | 1006/? [10:07<00:00,  1.66it/s]
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Epoch 0: |          | 1014/? [10:11<00:00,  1.66it/s]
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Epoch 0: |          | 1016/? [10:12<00:00,  1.66it/s]
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Epoch 0: |          | 1017/? [10:12<00:00,  1.66it/s]
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Epoch 0: |          | 1024/? [10:16<00:00,  1.66it/s]
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Epoch 0: |          | 1025/? [10:16<00:00,  1.66it/s]
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Epoch 0: |          | 1152/? [11:20<00:00,  1.69it/s]
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Epoch 0: |          | 1162/? [11:25<00:00,  1.69it/s]
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Epoch 0: |          | 1163/? [11:26<00:00,  1.69it/s]
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Epoch 0: |          | 1185/? [11:37<00:00,  1.70it/s]
Epoch 0: |          | 1185/? [11:37<00:00,  1.70it/s]
Epoch 0: |          | 1186/? [11:37<00:00,  1.70it/s]
Epoch 0: |          | 1186/? [11:37<00:00,  1.70it/s]
Epoch 0: |          | 1187/? [11:37<00:00,  1.70it/s]
Epoch 0: |          | 1187/? [11:37<00:00,  1.70it/s]
Epoch 0: |          | 1188/? [11:38<00:00,  1.70it/s]
Epoch 0: |          | 1188/? [11:38<00:00,  1.70it/s]
Epoch 0: |          | 1189/? [11:38<00:00,  1.70it/s]
Epoch 0: |          | 1189/? [11:38<00:00,  1.70it/s]
Epoch 0: |          | 1190/? [11:39<00:00,  1.70it/s]
Epoch 0: |          | 1190/? [11:39<00:00,  1.70it/s]
Epoch 0: |          | 1191/? [11:39<00:00,  1.70it/s]
Epoch 0: |          | 1191/? [11:39<00:00,  1.70it/s]
Epoch 0: |          | 1192/? [11:40<00:00,  1.70it/s]
Epoch 0: |          | 1192/? [11:40<00:00,  1.70it/s]
Epoch 0: |          | 1193/? [11:40<00:00,  1.70it/s]
Epoch 0: |          | 1193/? [11:40<00:00,  1.70it/s]
Epoch 0: |          | 1194/? [11:41<00:00,  1.70it/s]
Epoch 0: |          | 1194/? [11:41<00:00,  1.70it/s]
Epoch 0: |          | 1195/? [11:41<00:00,  1.70it/s]
Epoch 0: |          | 1195/? [11:41<00:00,  1.70it/s]
Epoch 0: |          | 1196/? [11:42<00:00,  1.70it/s]
Epoch 0: |          | 1196/? [11:42<00:00,  1.70it/s]
Epoch 0: |          | 1197/? [11:42<00:00,  1.70it/s]
Epoch 0: |          | 1197/? [11:42<00:00,  1.70it/s]
Epoch 0: |          | 1198/? [11:43<00:00,  1.70it/s]
Epoch 0: |          | 1198/? [11:43<00:00,  1.70it/s]
Epoch 0: |          | 1199/? [11:43<00:00,  1.70it/s]
Epoch 0: |          | 1199/? [11:43<00:00,  1.70it/s]
Epoch 0: |          | 1200/? [11:44<00:00,  1.70it/s]
Epoch 0: |          | 1200/? [11:44<00:00,  1.70it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:01,  2.50it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  2.38it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:01<00:00,  2.40it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  2.34it/s]

Epoch 0: |          | 1200/? [11:45<00:00,  1.70it/s]
Epoch 0: |          | 1201/? [11:46<00:00,  1.70it/s]
Epoch 0: |          | 1201/? [11:46<00:00,  1.70it/s]
Epoch 0: |          | 1202/? [11:46<00:00,  1.70it/s]
Epoch 0: |          | 1202/? [11:46<00:00,  1.70it/s]
Epoch 0: |          | 1203/? [11:47<00:00,  1.70it/s]
Epoch 0: |          | 1203/? [11:47<00:00,  1.70it/s]
Epoch 0: |          | 1204/? [11:47<00:00,  1.70it/s]
Epoch 0: |          | 1204/? [11:47<00:00,  1.70it/s]
Epoch 0: |          | 1205/? [11:48<00:00,  1.70it/s]
Epoch 0: |          | 1205/? [11:48<00:00,  1.70it/s]
Epoch 0: |          | 1206/? [11:48<00:00,  1.70it/s]
Epoch 0: |          | 1206/? [11:48<00:00,  1.70it/s]
Epoch 0: |          | 1207/? [11:49<00:00,  1.70it/s]
Epoch 0: |          | 1207/? [11:49<00:00,  1.70it/s]
Epoch 0: |          | 1208/? [11:49<00:00,  1.70it/s]
Epoch 0: |          | 1208/? [11:49<00:00,  1.70it/s]
Epoch 0: |          | 1209/? [11:50<00:00,  1.70it/s]
Epoch 0: |          | 1209/? [11:50<00:00,  1.70it/s]
Epoch 0: |          | 1210/? [11:50<00:00,  1.70it/s]
Epoch 0: |          | 1210/? [11:50<00:00,  1.70it/s]
Epoch 0: |          | 1211/? [11:51<00:00,  1.70it/s]
Epoch 0: |          | 1211/? [11:51<00:00,  1.70it/s]
Epoch 0: |          | 1212/? [11:51<00:00,  1.70it/s]
Epoch 0: |          | 1212/? [11:51<00:00,  1.70it/s]
Epoch 0: |          | 1213/? [11:52<00:00,  1.70it/s]
Epoch 0: |          | 1213/? [11:52<00:00,  1.70it/s]
Epoch 0: |          | 1214/? [11:52<00:00,  1.70it/s]
Epoch 0: |          | 1214/? [11:52<00:00,  1.70it/s]
Epoch 0: |          | 1215/? [11:53<00:00,  1.70it/s]
Epoch 0: |          | 1215/? [11:53<00:00,  1.70it/s]
Epoch 0: |          | 1216/? [11:53<00:00,  1.70it/s]
Epoch 0: |          | 1216/? [11:53<00:00,  1.70it/s]
Epoch 0: |          | 1217/? [11:54<00:00,  1.70it/s]
Epoch 0: |          | 1217/? [11:54<00:00,  1.70it/s]
Epoch 0: |          | 1218/? [11:54<00:00,  1.70it/s]
Epoch 0: |          | 1218/? [11:54<00:00,  1.70it/s]
Epoch 0: |          | 1219/? [11:55<00:00,  1.70it/s]
Epoch 0: |          | 1219/? [11:55<00:00,  1.70it/s]
Epoch 0: |          | 1220/? [11:55<00:00,  1.71it/s]
Epoch 0: |          | 1220/? [11:55<00:00,  1.71it/s]
Epoch 0: |          | 1221/? [11:56<00:00,  1.71it/s]
Epoch 0: |          | 1221/? [11:56<00:00,  1.71it/s]
Epoch 0: |          | 1222/? [11:56<00:00,  1.71it/s]
Epoch 0: |          | 1222/? [11:56<00:00,  1.71it/s]
Epoch 0: |          | 1223/? [11:56<00:00,  1.71it/s]
Epoch 0: |          | 1223/? [11:56<00:00,  1.71it/s]
Epoch 0: |          | 1224/? [11:57<00:00,  1.71it/s]
Epoch 0: |          | 1224/? [11:57<00:00,  1.71it/s]
Epoch 0: |          | 1225/? [11:57<00:00,  1.71it/s]
Epoch 0: |          | 1225/? [11:57<00:00,  1.71it/s]
Epoch 0: |          | 1226/? [11:58<00:00,  1.71it/s]
Epoch 0: |          | 1226/? [11:58<00:00,  1.71it/s]
Epoch 0: |          | 1227/? [11:58<00:00,  1.71it/s]
Epoch 0: |          | 1227/? [11:58<00:00,  1.71it/s]
Epoch 0: |          | 1228/? [11:59<00:00,  1.71it/s]
Epoch 0: |          | 1228/? [11:59<00:00,  1.71it/s]
Epoch 0: |          | 1229/? [11:59<00:00,  1.71it/s]
Epoch 0: |          | 1229/? [11:59<00:00,  1.71it/s]
Epoch 0: |          | 1230/? [12:00<00:00,  1.71it/s]
Epoch 0: |          | 1230/? [12:00<00:00,  1.71it/s]
Epoch 0: |          | 1231/? [12:00<00:00,  1.71it/s]
Epoch 0: |          | 1231/? [12:00<00:00,  1.71it/s]
Epoch 0: |          | 1232/? [12:01<00:00,  1.71it/s]
Epoch 0: |          | 1232/? [12:01<00:00,  1.71it/s]
Epoch 0: |          | 1233/? [12:01<00:00,  1.71it/s]
Epoch 0: |          | 1233/? [12:01<00:00,  1.71it/s]
Epoch 0: |          | 1234/? [12:02<00:00,  1.71it/s]
Epoch 0: |          | 1234/? [12:02<00:00,  1.71it/s]
Epoch 0: |          | 1235/? [12:02<00:00,  1.71it/s]
Epoch 0: |          | 1235/? [12:02<00:00,  1.71it/s]
Epoch 0: |          | 1236/? [12:03<00:00,  1.71it/s]
Epoch 0: |          | 1236/? [12:03<00:00,  1.71it/s]
Epoch 0: |          | 1237/? [12:03<00:00,  1.71it/s]
Epoch 0: |          | 1237/? [12:03<00:00,  1.71it/s]
Epoch 0: |          | 1238/? [12:04<00:00,  1.71it/s]
Epoch 0: |          | 1238/? [12:04<00:00,  1.71it/s]
Epoch 0: |          | 1239/? [12:04<00:00,  1.71it/s]
Epoch 0: |          | 1239/? [12:04<00:00,  1.71it/s]
Epoch 0: |          | 1240/? [12:05<00:00,  1.71it/s]
Epoch 0: |          | 1240/? [12:05<00:00,  1.71it/s]
Epoch 0: |          | 1241/? [12:05<00:00,  1.71it/s]
Epoch 0: |          | 1241/? [12:05<00:00,  1.71it/s]
Epoch 0: |          | 1242/? [12:06<00:00,  1.71it/s]
Epoch 0: |          | 1242/? [12:06<00:00,  1.71it/s]
Epoch 0: |          | 1243/? [12:06<00:00,  1.71it/s]
Epoch 0: |          | 1243/? [12:06<00:00,  1.71it/s]
Epoch 0: |          | 1244/? [12:07<00:00,  1.71it/s]
Epoch 0: |          | 1244/? [12:07<00:00,  1.71it/s]
Epoch 0: |          | 1245/? [12:07<00:00,  1.71it/s]
Epoch 0: |          | 1245/? [12:07<00:00,  1.71it/s]
Epoch 0: |          | 1246/? [12:08<00:00,  1.71it/s]
Epoch 0: |          | 1246/? [12:08<00:00,  1.71it/s]
Epoch 0: |          | 1247/? [12:08<00:00,  1.71it/s]
Epoch 0: |          | 1247/? [12:08<00:00,  1.71it/s]
Epoch 0: |          | 1248/? [12:08<00:00,  1.71it/s]
Epoch 0: |          | 1248/? [12:08<00:00,  1.71it/s]
Epoch 0: |          | 1249/? [12:09<00:00,  1.71it/s]
Epoch 0: |          | 1249/? [12:09<00:00,  1.71it/s]
Epoch 0: |          | 1250/? [12:09<00:00,  1.71it/s]
Epoch 0: |          | 1250/? [12:09<00:00,  1.71it/s]
Epoch 0: |          | 1251/? [12:10<00:00,  1.71it/s]
Epoch 0: |          | 1251/? [12:10<00:00,  1.71it/s]
Epoch 0: |          | 1252/? [12:10<00:00,  1.71it/s]
Epoch 0: |          | 1252/? [12:10<00:00,  1.71it/s]
Epoch 0: |          | 1253/? [12:11<00:00,  1.71it/s]
Epoch 0: |          | 1253/? [12:11<00:00,  1.71it/s]
Epoch 0: |          | 1254/? [12:11<00:00,  1.71it/s]
Epoch 0: |          | 1254/? [12:11<00:00,  1.71it/s]
Epoch 0: |          | 1255/? [12:12<00:00,  1.71it/s]
Epoch 0: |          | 1255/? [12:12<00:00,  1.71it/s]
Epoch 0: |          | 1256/? [12:12<00:00,  1.71it/s]
Epoch 0: |          | 1256/? [12:12<00:00,  1.71it/s]
Epoch 0: |          | 1257/? [12:13<00:00,  1.71it/s]
Epoch 0: |          | 1257/? [12:13<00:00,  1.71it/s]
Epoch 0: |          | 1258/? [12:13<00:00,  1.71it/s]
Epoch 0: |          | 1258/? [12:13<00:00,  1.71it/s]
Epoch 0: |          | 1259/? [12:14<00:00,  1.71it/s]
Epoch 0: |          | 1259/? [12:14<00:00,  1.71it/s]
Epoch 0: |          | 1260/? [12:14<00:00,  1.71it/s]
Epoch 0: |          | 1260/? [12:14<00:00,  1.71it/s]
Epoch 0: |          | 1261/? [12:15<00:00,  1.72it/s]
Epoch 0: |          | 1261/? [12:15<00:00,  1.72it/s]
Epoch 0: |          | 1262/? [12:15<00:00,  1.72it/s]
Epoch 0: |          | 1262/? [12:15<00:00,  1.72it/s]
Epoch 0: |          | 1263/? [12:16<00:00,  1.72it/s]
Epoch 0: |          | 1263/? [12:16<00:00,  1.72it/s]
Epoch 0: |          | 1264/? [12:16<00:00,  1.72it/s]
Epoch 0: |          | 1264/? [12:16<00:00,  1.72it/s]
Epoch 0: |          | 1265/? [12:17<00:00,  1.72it/s]
Epoch 0: |          | 1265/? [12:17<00:00,  1.72it/s]
Epoch 0: |          | 1266/? [12:17<00:00,  1.72it/s]
Epoch 0: |          | 1266/? [12:17<00:00,  1.72it/s]
Epoch 0: |          | 1267/? [12:18<00:00,  1.72it/s]
Epoch 0: |          | 1267/? [12:18<00:00,  1.72it/s]
Epoch 0: |          | 1268/? [12:18<00:00,  1.72it/s]
Epoch 0: |          | 1268/? [12:18<00:00,  1.72it/s]
Epoch 0: |          | 1269/? [12:19<00:00,  1.72it/s]
Epoch 0: |          | 1269/? [12:19<00:00,  1.72it/s]
Epoch 0: |          | 1270/? [12:19<00:00,  1.72it/s]
Epoch 0: |          | 1270/? [12:19<00:00,  1.72it/s]
Epoch 0: |          | 1271/? [12:20<00:00,  1.72it/s]
Epoch 0: |          | 1271/? [12:20<00:00,  1.72it/s]
Epoch 0: |          | 1272/? [12:20<00:00,  1.72it/s]
Epoch 0: |          | 1272/? [12:20<00:00,  1.72it/s]
Epoch 0: |          | 1273/? [12:21<00:00,  1.72it/s]
Epoch 0: |          | 1273/? [12:21<00:00,  1.72it/s]
Epoch 0: |          | 1274/? [12:21<00:00,  1.72it/s]
Epoch 0: |          | 1274/? [12:21<00:00,  1.72it/s]
Epoch 0: |          | 1275/? [12:22<00:00,  1.72it/s]
Epoch 0: |          | 1275/? [12:22<00:00,  1.72it/s]
Epoch 0: |          | 1276/? [12:22<00:00,  1.72it/s]
Epoch 0: |          | 1276/? [12:22<00:00,  1.72it/s]
Epoch 0: |          | 1277/? [12:23<00:00,  1.72it/s]
Epoch 0: |          | 1277/? [12:23<00:00,  1.72it/s]
Epoch 0: |          | 1278/? [12:23<00:00,  1.72it/s]
Epoch 0: |          | 1278/? [12:23<00:00,  1.72it/s]
Epoch 0: |          | 1279/? [12:24<00:00,  1.72it/s]
Epoch 0: |          | 1279/? [12:24<00:00,  1.72it/s]
Epoch 0: |          | 1280/? [12:24<00:00,  1.72it/s]
Epoch 0: |          | 1280/? [12:24<00:00,  1.72it/s]
Epoch 0: |          | 1281/? [12:25<00:00,  1.72it/s]
Epoch 0: |          | 1281/? [12:25<00:00,  1.72it/s]
Epoch 0: |          | 1282/? [12:25<00:00,  1.72it/s]
Epoch 0: |          | 1282/? [12:25<00:00,  1.72it/s]
Epoch 0: |          | 1283/? [12:26<00:00,  1.72it/s]
Epoch 0: |          | 1283/? [12:26<00:00,  1.72it/s]
Epoch 0: |          | 1284/? [12:26<00:00,  1.72it/s]
Epoch 0: |          | 1284/? [12:26<00:00,  1.72it/s]
Epoch 0: |          | 1285/? [12:27<00:00,  1.72it/s]
Epoch 0: |          | 1285/? [12:27<00:00,  1.72it/s]
Epoch 0: |          | 1286/? [12:27<00:00,  1.72it/s]
Epoch 0: |          | 1286/? [12:27<00:00,  1.72it/s]
Epoch 0: |          | 1287/? [12:28<00:00,  1.72it/s]
Epoch 0: |          | 1287/? [12:28<00:00,  1.72it/s]
Epoch 0: |          | 1288/? [12:28<00:00,  1.72it/s]
Epoch 0: |          | 1288/? [12:28<00:00,  1.72it/s]
Epoch 0: |          | 1289/? [12:29<00:00,  1.72it/s]
Epoch 0: |          | 1289/? [12:29<00:00,  1.72it/s]
Epoch 0: |          | 1290/? [12:29<00:00,  1.72it/s]
Epoch 0: |          | 1290/? [12:29<00:00,  1.72it/s]
Epoch 0: |          | 1291/? [12:30<00:00,  1.72it/s]
Epoch 0: |          | 1291/? [12:30<00:00,  1.72it/s]
Epoch 0: |          | 1292/? [12:30<00:00,  1.72it/s]
Epoch 0: |          | 1292/? [12:30<00:00,  1.72it/s]
Epoch 0: |          | 1293/? [12:31<00:00,  1.72it/s]
Epoch 0: |          | 1293/? [12:31<00:00,  1.72it/s]
Epoch 0: |          | 1294/? [12:31<00:00,  1.72it/s]
Epoch 0: |          | 1294/? [12:31<00:00,  1.72it/s]
Epoch 0: |          | 1295/? [12:32<00:00,  1.72it/s]
Epoch 0: |          | 1295/? [12:32<00:00,  1.72it/s]
Epoch 0: |          | 1296/? [12:32<00:00,  1.72it/s]
Epoch 0: |          | 1296/? [12:32<00:00,  1.72it/s]
Epoch 0: |          | 1297/? [12:33<00:00,  1.72it/s]
Epoch 0: |          | 1297/? [12:33<00:00,  1.72it/s]
Epoch 0: |          | 1298/? [12:33<00:00,  1.72it/s]
Epoch 0: |          | 1298/? [12:33<00:00,  1.72it/s]
Epoch 0: |          | 1299/? [12:34<00:00,  1.72it/s]
Epoch 0: |          | 1299/? [12:34<00:00,  1.72it/s]
Epoch 0: |          | 1300/? [12:34<00:00,  1.72it/s]
Epoch 0: |          | 1300/? [12:34<00:00,  1.72it/s]
Epoch 0: |          | 1301/? [12:35<00:00,  1.72it/s]
Epoch 0: |          | 1301/? [12:35<00:00,  1.72it/s]
Epoch 0: |          | 1302/? [12:35<00:00,  1.72it/s]
Epoch 0: |          | 1302/? [12:35<00:00,  1.72it/s]
Epoch 0: |          | 1303/? [12:36<00:00,  1.72it/s]
Epoch 0: |          | 1303/? [12:36<00:00,  1.72it/s]
Epoch 0: |          | 1304/? [12:36<00:00,  1.72it/s]
Epoch 0: |          | 1304/? [12:36<00:00,  1.72it/s]
Epoch 0: |          | 1305/? [12:37<00:00,  1.72it/s]
Epoch 0: |          | 1305/? [12:37<00:00,  1.72it/s]
Epoch 0: |          | 1306/? [12:37<00:00,  1.72it/s]
Epoch 0: |          | 1306/? [12:37<00:00,  1.72it/s]
Epoch 0: |          | 1307/? [12:38<00:00,  1.72it/s]
Epoch 0: |          | 1307/? [12:38<00:00,  1.72it/s]
Epoch 0: |          | 1308/? [12:38<00:00,  1.72it/s]
Epoch 0: |          | 1308/? [12:38<00:00,  1.72it/s]
Epoch 0: |          | 1309/? [12:39<00:00,  1.72it/s]
Epoch 0: |          | 1309/? [12:39<00:00,  1.72it/s]
Epoch 0: |          | 1310/? [12:39<00:00,  1.72it/s]
Epoch 0: |          | 1310/? [12:39<00:00,  1.72it/s]
Epoch 0: |          | 1311/? [12:40<00:00,  1.72it/s]
Epoch 0: |          | 1311/? [12:40<00:00,  1.72it/s]
Epoch 0: |          | 1312/? [12:40<00:00,  1.73it/s]
Epoch 0: |          | 1312/? [12:40<00:00,  1.73it/s]
Epoch 0: |          | 1313/? [12:40<00:00,  1.73it/s]
Epoch 0: |          | 1313/? [12:40<00:00,  1.73it/s]
Epoch 0: |          | 1314/? [12:41<00:00,  1.73it/s]
Epoch 0: |          | 1314/? [12:41<00:00,  1.73it/s]
Epoch 0: |          | 1315/? [12:41<00:00,  1.73it/s]
Epoch 0: |          | 1315/? [12:41<00:00,  1.73it/s]
Epoch 0: |          | 1316/? [12:42<00:00,  1.73it/s]
Epoch 0: |          | 1316/? [12:42<00:00,  1.73it/s]
Epoch 0: |          | 1317/? [12:42<00:00,  1.73it/s]
Epoch 0: |          | 1317/? [12:42<00:00,  1.73it/s]
Epoch 0: |          | 1318/? [12:43<00:00,  1.73it/s]
Epoch 0: |          | 1318/? [12:43<00:00,  1.73it/s]
Epoch 0: |          | 1319/? [12:43<00:00,  1.73it/s]
Epoch 0: |          | 1319/? [12:43<00:00,  1.73it/s]
Epoch 0: |          | 1320/? [12:44<00:00,  1.73it/s]
Epoch 0: |          | 1320/? [12:44<00:00,  1.73it/s]
Epoch 0: |          | 1321/? [12:44<00:00,  1.73it/s]
Epoch 0: |          | 1321/? [12:44<00:00,  1.73it/s]
Epoch 0: |          | 1322/? [12:45<00:00,  1.73it/s]
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Epoch 0: |          | 1323/? [12:45<00:00,  1.73it/s]
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Epoch 0: |          | 1324/? [12:46<00:00,  1.73it/s]
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Epoch 0: |          | 1325/? [12:46<00:00,  1.73it/s]
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Epoch 0: |          | 1326/? [12:47<00:00,  1.73it/s]
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Epoch 0: |          | 1327/? [12:47<00:00,  1.73it/s]
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Epoch 0: |          | 1328/? [12:48<00:00,  1.73it/s]
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Epoch 0: |          | 1329/? [12:48<00:00,  1.73it/s]
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Epoch 0: |          | 1330/? [12:49<00:00,  1.73it/s]
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Epoch 0: |          | 1331/? [12:49<00:00,  1.73it/s]
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Epoch 0: |          | 1332/? [12:50<00:00,  1.73it/s]
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Epoch 0: |          | 1333/? [12:50<00:00,  1.73it/s]
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Epoch 0: |          | 1334/? [12:51<00:00,  1.73it/s]
Epoch 0: |          | 1334/? [12:51<00:00,  1.73it/s]
Epoch 0: |          | 1335/? [12:51<00:00,  1.73it/s]
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Epoch 0: |          | 1336/? [12:52<00:00,  1.73it/s]
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Epoch 0: |          | 1337/? [12:52<00:00,  1.73it/s]
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Epoch 0: |          | 1338/? [12:53<00:00,  1.73it/s]
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Epoch 0: |          | 1339/? [12:53<00:00,  1.73it/s]
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Epoch 0: |          | 1340/? [12:54<00:00,  1.73it/s]
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Epoch 0: |          | 1341/? [12:54<00:00,  1.73it/s]
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Epoch 0: |          | 1342/? [12:54<00:00,  1.73it/s]
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Epoch 0: |          | 1343/? [12:55<00:00,  1.73it/s]
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Epoch 0: |          | 1344/? [12:55<00:00,  1.73it/s]
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Epoch 0: |          | 1345/? [12:56<00:00,  1.73it/s]
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Epoch 0: |          | 1346/? [12:56<00:00,  1.73it/s]
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Epoch 0: |          | 1347/? [12:57<00:00,  1.73it/s]
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Epoch 0: |          | 1348/? [12:57<00:00,  1.73it/s]
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Epoch 0: |          | 1349/? [12:58<00:00,  1.73it/s]
Epoch 0: |          | 1349/? [12:58<00:00,  1.73it/s]
Epoch 0: |          | 1350/? [12:58<00:00,  1.73it/s]
Epoch 0: |          | 1350/? [12:58<00:00,  1.73it/s]
Epoch 0: |          | 1351/? [12:59<00:00,  1.73it/s]
Epoch 0: |          | 1351/? [12:59<00:00,  1.73it/s]
Epoch 0: |          | 1352/? [12:59<00:00,  1.73it/s]
Epoch 0: |          | 1352/? [12:59<00:00,  1.73it/s]
Epoch 0: |          | 1353/? [13:00<00:00,  1.73it/s]
Epoch 0: |          | 1353/? [13:00<00:00,  1.73it/s]
Epoch 0: |          | 1354/? [13:00<00:00,  1.73it/s]
Epoch 0: |          | 1354/? [13:00<00:00,  1.73it/s]
Epoch 0: |          | 1355/? [13:01<00:00,  1.73it/s]
Epoch 0: |          | 1355/? [13:01<00:00,  1.73it/s]
Epoch 0: |          | 1356/? [13:01<00:00,  1.74it/s]
Epoch 0: |          | 1356/? [13:01<00:00,  1.74it/s]
Epoch 0: |          | 1357/? [13:01<00:00,  1.74it/s]
Epoch 0: |          | 1357/? [13:01<00:00,  1.74it/s]
Epoch 0: |          | 1358/? [13:02<00:00,  1.74it/s]
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Epoch 0: |          | 1359/? [13:02<00:00,  1.74it/s]
Epoch 0: |          | 1359/? [13:02<00:00,  1.74it/s]
Epoch 0: |          | 1360/? [13:03<00:00,  1.74it/s]
Epoch 0: |          | 1360/? [13:03<00:00,  1.74it/s]
Epoch 0: |          | 1361/? [13:03<00:00,  1.74it/s]
Epoch 0: |          | 1361/? [13:03<00:00,  1.74it/s]
Epoch 0: |          | 1362/? [13:04<00:00,  1.74it/s]
Epoch 0: |          | 1362/? [13:04<00:00,  1.74it/s]
Epoch 0: |          | 1363/? [13:04<00:00,  1.74it/s]
Epoch 0: |          | 1363/? [13:04<00:00,  1.74it/s]
Epoch 0: |          | 1364/? [13:05<00:00,  1.74it/s]
Epoch 0: |          | 1364/? [13:05<00:00,  1.74it/s]
Epoch 0: |          | 1365/? [13:05<00:00,  1.74it/s]
Epoch 0: |          | 1365/? [13:05<00:00,  1.74it/s]
Epoch 0: |          | 1366/? [13:06<00:00,  1.74it/s]
Epoch 0: |          | 1366/? [13:06<00:00,  1.74it/s]
Epoch 0: |          | 1367/? [13:06<00:00,  1.74it/s]
Epoch 0: |          | 1367/? [13:06<00:00,  1.74it/s]
Epoch 0: |          | 1368/? [13:07<00:00,  1.74it/s]
Epoch 0: |          | 1368/? [13:07<00:00,  1.74it/s]
Epoch 0: |          | 1369/? [13:07<00:00,  1.74it/s]
Epoch 0: |          | 1369/? [13:07<00:00,  1.74it/s]
Epoch 0: |          | 1370/? [13:08<00:00,  1.74it/s]
Epoch 0: |          | 1370/? [13:08<00:00,  1.74it/s]
Epoch 0: |          | 1371/? [13:08<00:00,  1.74it/s]
Epoch 0: |          | 1371/? [13:08<00:00,  1.74it/s]
Epoch 0: |          | 1372/? [13:09<00:00,  1.74it/s]
Epoch 0: |          | 1372/? [13:09<00:00,  1.74it/s]
Epoch 0: |          | 1373/? [13:09<00:00,  1.74it/s]
Epoch 0: |          | 1373/? [13:09<00:00,  1.74it/s]
Epoch 0: |          | 1374/? [13:09<00:00,  1.74it/s]
Epoch 0: |          | 1374/? [13:09<00:00,  1.74it/s]
Epoch 0: |          | 1375/? [13:10<00:00,  1.74it/s]
Epoch 0: |          | 1375/? [13:10<00:00,  1.74it/s]
Epoch 0: |          | 1376/? [13:10<00:00,  1.74it/s]
Epoch 0: |          | 1376/? [13:10<00:00,  1.74it/s]
Epoch 0: |          | 1377/? [13:11<00:00,  1.74it/s]
Epoch 0: |          | 1377/? [13:11<00:00,  1.74it/s]
Epoch 0: |          | 1378/? [13:11<00:00,  1.74it/s]
Epoch 0: |          | 1378/? [13:11<00:00,  1.74it/s]
Epoch 0: |          | 1379/? [13:12<00:00,  1.74it/s]
Epoch 0: |          | 1379/? [13:12<00:00,  1.74it/s]
Epoch 0: |          | 1380/? [13:12<00:00,  1.74it/s]
Epoch 0: |          | 1380/? [13:12<00:00,  1.74it/s]
Epoch 0: |          | 1381/? [13:13<00:00,  1.74it/s]
Epoch 0: |          | 1381/? [13:13<00:00,  1.74it/s]
Epoch 0: |          | 1382/? [13:13<00:00,  1.74it/s]
Epoch 0: |          | 1382/? [13:13<00:00,  1.74it/s]
Epoch 0: |          | 1383/? [13:14<00:00,  1.74it/s]
Epoch 0: |          | 1383/? [13:14<00:00,  1.74it/s]
Epoch 0: |          | 1384/? [13:14<00:00,  1.74it/s]
Epoch 0: |          | 1384/? [13:14<00:00,  1.74it/s]
Epoch 0: |          | 1385/? [13:15<00:00,  1.74it/s]
Epoch 0: |          | 1385/? [13:15<00:00,  1.74it/s]
Epoch 0: |          | 1386/? [13:15<00:00,  1.74it/s]
Epoch 0: |          | 1386/? [13:15<00:00,  1.74it/s]
Epoch 0: |          | 1387/? [13:16<00:00,  1.74it/s]
Epoch 0: |          | 1387/? [13:16<00:00,  1.74it/s]
Epoch 0: |          | 1388/? [13:16<00:00,  1.74it/s]
Epoch 0: |          | 1388/? [13:16<00:00,  1.74it/s]
Epoch 0: |          | 1389/? [13:17<00:00,  1.74it/s]
Epoch 0: |          | 1389/? [13:17<00:00,  1.74it/s]
Epoch 0: |          | 1390/? [13:17<00:00,  1.74it/s]
Epoch 0: |          | 1390/? [13:17<00:00,  1.74it/s]
Epoch 0: |          | 1391/? [13:18<00:00,  1.74it/s]
Epoch 0: |          | 1391/? [13:18<00:00,  1.74it/s]
Epoch 0: |          | 1392/? [13:18<00:00,  1.74it/s]
Epoch 0: |          | 1392/? [13:18<00:00,  1.74it/s]
Epoch 0: |          | 1393/? [13:19<00:00,  1.74it/s]
Epoch 0: |          | 1393/? [13:19<00:00,  1.74it/s]
Epoch 0: |          | 1394/? [13:19<00:00,  1.74it/s]
Epoch 0: |          | 1394/? [13:19<00:00,  1.74it/s]
Epoch 0: |          | 1395/? [13:20<00:00,  1.74it/s]
Epoch 0: |          | 1395/? [13:20<00:00,  1.74it/s]
Epoch 0: |          | 1396/? [13:20<00:00,  1.74it/s]
Epoch 0: |          | 1396/? [13:20<00:00,  1.74it/s]
Epoch 0: |          | 1397/? [13:20<00:00,  1.74it/s]
Epoch 0: |          | 1397/? [13:20<00:00,  1.74it/s]
Epoch 0: |          | 1398/? [13:21<00:00,  1.74it/s]
Epoch 0: |          | 1398/? [13:21<00:00,  1.74it/s]
Epoch 0: |          | 1399/? [13:21<00:00,  1.74it/s]
Epoch 0: |          | 1399/? [13:21<00:00,  1.74it/s]
Epoch 0: |          | 1400/? [13:22<00:00,  1.74it/s]
Epoch 0: |          | 1400/? [13:22<00:00,  1.74it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:01,  2.61it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  2.44it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:01<00:00,  2.47it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  2.41it/s]

Epoch 0: |          | 1400/? [13:24<00:00,  1.74it/s]
Epoch 0: |          | 1401/? [13:24<00:00,  1.74it/s]
Epoch 0: |          | 1401/? [13:24<00:00,  1.74it/s]
Epoch 0: |          | 1402/? [13:25<00:00,  1.74it/s]
Epoch 0: |          | 1402/? [13:25<00:00,  1.74it/s]
Epoch 0: |          | 1403/? [13:25<00:00,  1.74it/s]
Epoch 0: |          | 1403/? [13:25<00:00,  1.74it/s]
Epoch 0: |          | 1404/? [13:26<00:00,  1.74it/s]
Epoch 0: |          | 1404/? [13:26<00:00,  1.74it/s]
Epoch 0: |          | 1405/? [13:26<00:00,  1.74it/s]
Epoch 0: |          | 1405/? [13:26<00:00,  1.74it/s]
Epoch 0: |          | 1406/? [13:26<00:00,  1.74it/s]
Epoch 0: |          | 1406/? [13:26<00:00,  1.74it/s]
Epoch 0: |          | 1407/? [13:27<00:00,  1.74it/s]
Epoch 0: |          | 1407/? [13:27<00:00,  1.74it/s]
Epoch 0: |          | 1408/? [13:27<00:00,  1.74it/s]
Epoch 0: |          | 1408/? [13:27<00:00,  1.74it/s]
Epoch 0: |          | 1409/? [13:28<00:00,  1.74it/s]
Epoch 0: |          | 1409/? [13:28<00:00,  1.74it/s]
Epoch 0: |          | 1410/? [13:28<00:00,  1.74it/s]
Epoch 0: |          | 1410/? [13:28<00:00,  1.74it/s]
Epoch 0: |          | 1411/? [13:29<00:00,  1.74it/s]
Epoch 0: |          | 1411/? [13:29<00:00,  1.74it/s]
Epoch 0: |          | 1412/? [13:29<00:00,  1.74it/s]
Epoch 0: |          | 1412/? [13:29<00:00,  1.74it/s]
Epoch 0: |          | 1413/? [13:30<00:00,  1.74it/s]
Epoch 0: |          | 1413/? [13:30<00:00,  1.74it/s]
Epoch 0: |          | 1414/? [13:30<00:00,  1.74it/s]
Epoch 0: |          | 1414/? [13:30<00:00,  1.74it/s]
Epoch 0: |          | 1415/? [13:31<00:00,  1.74it/s]
Epoch 0: |          | 1415/? [13:31<00:00,  1.74it/s]
Epoch 0: |          | 1416/? [13:31<00:00,  1.74it/s]
Epoch 0: |          | 1416/? [13:31<00:00,  1.74it/s]
Epoch 0: |          | 1417/? [13:32<00:00,  1.74it/s]
Epoch 0: |          | 1417/? [13:32<00:00,  1.74it/s]
Epoch 0: |          | 1418/? [13:32<00:00,  1.74it/s]
Epoch 0: |          | 1418/? [13:32<00:00,  1.74it/s]
Epoch 0: |          | 1419/? [13:33<00:00,  1.75it/s]
Epoch 0: |          | 1419/? [13:33<00:00,  1.75it/s]
Epoch 0: |          | 1420/? [13:33<00:00,  1.75it/s]
Epoch 0: |          | 1420/? [13:33<00:00,  1.75it/s]
Epoch 0: |          | 1421/? [13:34<00:00,  1.75it/s]
Epoch 0: |          | 1421/? [13:34<00:00,  1.75it/s]
Epoch 0: |          | 1422/? [13:34<00:00,  1.75it/s]
Epoch 0: |          | 1422/? [13:34<00:00,  1.75it/s]
Epoch 0: |          | 1423/? [13:35<00:00,  1.75it/s]
Epoch 0: |          | 1423/? [13:35<00:00,  1.75it/s]
Epoch 0: |          | 1424/? [13:35<00:00,  1.75it/s]
Epoch 0: |          | 1424/? [13:35<00:00,  1.75it/s]
Epoch 0: |          | 1425/? [13:36<00:00,  1.75it/s]
Epoch 0: |          | 1425/? [13:36<00:00,  1.75it/s]
Epoch 0: |          | 1426/? [13:36<00:00,  1.75it/s]
Epoch 0: |          | 1426/? [13:36<00:00,  1.75it/s]
Epoch 0: |          | 1427/? [13:37<00:00,  1.75it/s]
Epoch 0: |          | 1427/? [13:37<00:00,  1.75it/s]
Epoch 0: |          | 1428/? [13:37<00:00,  1.75it/s]
Epoch 0: |          | 1428/? [13:37<00:00,  1.75it/s]
Epoch 0: |          | 1429/? [13:37<00:00,  1.75it/s]
Epoch 0: |          | 1429/? [13:37<00:00,  1.75it/s]
Epoch 0: |          | 1430/? [13:38<00:00,  1.75it/s]
Epoch 0: |          | 1430/? [13:38<00:00,  1.75it/s]
Epoch 0: |          | 1431/? [13:38<00:00,  1.75it/s]
Epoch 0: |          | 1431/? [13:38<00:00,  1.75it/s]
Epoch 0: |          | 1432/? [13:39<00:00,  1.75it/s]
Epoch 0: |          | 1432/? [13:39<00:00,  1.75it/s]
Epoch 0: |          | 1433/? [13:39<00:00,  1.75it/s]
Epoch 0: |          | 1433/? [13:39<00:00,  1.75it/s]
Epoch 0: |          | 1434/? [13:40<00:00,  1.75it/s]
Epoch 0: |          | 1434/? [13:40<00:00,  1.75it/s]
Epoch 0: |          | 1435/? [13:40<00:00,  1.75it/s]
Epoch 0: |          | 1435/? [13:40<00:00,  1.75it/s]
Epoch 0: |          | 1436/? [13:41<00:00,  1.75it/s]
Epoch 0: |          | 1436/? [13:41<00:00,  1.75it/s]
Epoch 0: |          | 1437/? [13:41<00:00,  1.75it/s]
Epoch 0: |          | 1437/? [13:41<00:00,  1.75it/s]
Epoch 0: |          | 1438/? [13:42<00:00,  1.75it/s]
Epoch 0: |          | 1438/? [13:42<00:00,  1.75it/s]
Epoch 0: |          | 1439/? [13:42<00:00,  1.75it/s]
Epoch 0: |          | 1439/? [13:42<00:00,  1.75it/s]
Epoch 0: |          | 1440/? [13:43<00:00,  1.75it/s]
Epoch 0: |          | 1440/? [13:43<00:00,  1.75it/s]
Epoch 0: |          | 1441/? [13:43<00:00,  1.75it/s]
Epoch 0: |          | 1441/? [13:43<00:00,  1.75it/s]
Epoch 0: |          | 1442/? [13:44<00:00,  1.75it/s]
Epoch 0: |          | 1442/? [13:44<00:00,  1.75it/s]
Epoch 0: |          | 1443/? [13:44<00:00,  1.75it/s]
Epoch 0: |          | 1443/? [13:44<00:00,  1.75it/s]
Epoch 0: |          | 1444/? [13:45<00:00,  1.75it/s]
Epoch 0: |          | 1444/? [13:45<00:00,  1.75it/s]
Epoch 0: |          | 1445/? [13:45<00:00,  1.75it/s]
Epoch 0: |          | 1445/? [13:45<00:00,  1.75it/s]
Epoch 0: |          | 1446/? [13:46<00:00,  1.75it/s]
Epoch 0: |          | 1446/? [13:46<00:00,  1.75it/s]
Epoch 0: |          | 1447/? [13:46<00:00,  1.75it/s]
Epoch 0: |          | 1447/? [13:46<00:00,  1.75it/s]
Epoch 0: |          | 1448/? [13:47<00:00,  1.75it/s]
Epoch 0: |          | 1448/? [13:47<00:00,  1.75it/s]
Epoch 0: |          | 1449/? [13:47<00:00,  1.75it/s]
Epoch 0: |          | 1449/? [13:47<00:00,  1.75it/s]
Epoch 0: |          | 1450/? [13:47<00:00,  1.75it/s]
Epoch 0: |          | 1450/? [13:47<00:00,  1.75it/s]
Epoch 0: |          | 1451/? [13:48<00:00,  1.75it/s]
Epoch 0: |          | 1451/? [13:48<00:00,  1.75it/s]
Epoch 0: |          | 1452/? [13:48<00:00,  1.75it/s]
Epoch 0: |          | 1452/? [13:48<00:00,  1.75it/s]
Epoch 0: |          | 1453/? [13:49<00:00,  1.75it/s]
Epoch 0: |          | 1453/? [13:49<00:00,  1.75it/s]
Epoch 0: |          | 1454/? [13:49<00:00,  1.75it/s]
Epoch 0: |          | 1454/? [13:49<00:00,  1.75it/s]
Epoch 0: |          | 1455/? [13:50<00:00,  1.75it/s]
Epoch 0: |          | 1455/? [13:50<00:00,  1.75it/s]
Epoch 0: |          | 1456/? [13:50<00:00,  1.75it/s]
Epoch 0: |          | 1456/? [13:50<00:00,  1.75it/s]
Epoch 0: |          | 1457/? [13:51<00:00,  1.75it/s]
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Epoch 0: |          | 1597/? [14:56<00:00,  1.78it/s]
Epoch 0: |          | 1597/? [14:56<00:00,  1.78it/s]
Epoch 0: |          | 1598/? [14:56<00:00,  1.78it/s]
Epoch 0: |          | 1598/? [14:56<00:00,  1.78it/s]
Epoch 0: |          | 1599/? [14:57<00:00,  1.78it/s]
Epoch 0: |          | 1599/? [14:57<00:00,  1.78it/s]
Epoch 0: |          | 1600/? [14:57<00:00,  1.78it/s]
Epoch 0: |          | 1600/? [14:57<00:00,  1.78it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:01,  2.99it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  2.80it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:01<00:00,  2.81it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  2.73it/s]

Epoch 0: |          | 1600/? [14:59<00:00,  1.78it/s]
Epoch 0: |          | 1601/? [14:59<00:00,  1.78it/s]
Epoch 0: |          | 1601/? [14:59<00:00,  1.78it/s]
Epoch 0: |          | 1602/? [14:59<00:00,  1.78it/s]
Epoch 0: |          | 1602/? [14:59<00:00,  1.78it/s]
Epoch 0: |          | 1603/? [15:00<00:00,  1.78it/s]
Epoch 0: |          | 1603/? [15:00<00:00,  1.78it/s]
Epoch 0: |          | 1604/? [15:00<00:00,  1.78it/s]
Epoch 0: |          | 1604/? [15:00<00:00,  1.78it/s]
Epoch 0: |          | 1605/? [15:01<00:00,  1.78it/s]
Epoch 0: |          | 1605/? [15:01<00:00,  1.78it/s]
Epoch 0: |          | 1606/? [15:01<00:00,  1.78it/s]
Epoch 0: |          | 1606/? [15:01<00:00,  1.78it/s]
Epoch 0: |          | 1607/? [15:02<00:00,  1.78it/s]
Epoch 0: |          | 1607/? [15:02<00:00,  1.78it/s]
Epoch 0: |          | 1608/? [15:02<00:00,  1.78it/s]
Epoch 0: |          | 1608/? [15:02<00:00,  1.78it/s]
Epoch 0: |          | 1609/? [15:03<00:00,  1.78it/s]
Epoch 0: |          | 1609/? [15:03<00:00,  1.78it/s]
Epoch 0: |          | 1610/? [15:03<00:00,  1.78it/s]
Epoch 0: |          | 1610/? [15:03<00:00,  1.78it/s]
Epoch 0: |          | 1611/? [15:04<00:00,  1.78it/s]
Epoch 0: |          | 1611/? [15:04<00:00,  1.78it/s]
Epoch 0: |          | 1612/? [15:04<00:00,  1.78it/s]
Epoch 0: |          | 1612/? [15:04<00:00,  1.78it/s]
Epoch 0: |          | 1613/? [15:05<00:00,  1.78it/s]
Epoch 0: |          | 1613/? [15:05<00:00,  1.78it/s]
Epoch 0: |          | 1614/? [15:05<00:00,  1.78it/s]
Epoch 0: |          | 1614/? [15:05<00:00,  1.78it/s]
Epoch 0: |          | 1615/? [15:05<00:00,  1.78it/s]
Epoch 0: |          | 1615/? [15:05<00:00,  1.78it/s]
Epoch 0: |          | 1616/? [15:06<00:00,  1.78it/s]
Epoch 0: |          | 1616/? [15:06<00:00,  1.78it/s]
Epoch 0: |          | 1617/? [15:06<00:00,  1.78it/s]
Epoch 0: |          | 1617/? [15:06<00:00,  1.78it/s]
Epoch 0: |          | 1618/? [15:07<00:00,  1.78it/s]
Epoch 0: |          | 1618/? [15:07<00:00,  1.78it/s]
Epoch 0: |          | 1619/? [15:07<00:00,  1.78it/s]
Epoch 0: |          | 1619/? [15:07<00:00,  1.78it/s]
Epoch 0: |          | 1620/? [15:08<00:00,  1.78it/s]
Epoch 0: |          | 1620/? [15:08<00:00,  1.78it/s]
Epoch 0: |          | 1621/? [15:08<00:00,  1.78it/s]
Epoch 0: |          | 1621/? [15:08<00:00,  1.78it/s]
Epoch 0: |          | 1622/? [15:09<00:00,  1.78it/s]
Epoch 0: |          | 1622/? [15:09<00:00,  1.78it/s]
Epoch 0: |          | 1623/? [15:09<00:00,  1.78it/s]
Epoch 0: |          | 1623/? [15:09<00:00,  1.78it/s]
Epoch 0: |          | 1624/? [15:10<00:00,  1.78it/s]
Epoch 0: |          | 1624/? [15:10<00:00,  1.78it/s]
Epoch 0: |          | 1625/? [15:10<00:00,  1.78it/s]
Epoch 0: |          | 1625/? [15:10<00:00,  1.78it/s]
Epoch 0: |          | 1626/? [15:10<00:00,  1.78it/s]
Epoch 0: |          | 1626/? [15:10<00:00,  1.78it/s]
Epoch 0: |          | 1627/? [15:11<00:00,  1.79it/s]
Epoch 0: |          | 1627/? [15:11<00:00,  1.79it/s]
Epoch 0: |          | 1628/? [15:11<00:00,  1.79it/s]
Epoch 0: |          | 1628/? [15:11<00:00,  1.79it/s]
Epoch 0: |          | 1629/? [15:12<00:00,  1.79it/s]
Epoch 0: |          | 1629/? [15:12<00:00,  1.79it/s]
Epoch 0: |          | 1630/? [15:12<00:00,  1.79it/s]
Epoch 0: |          | 1630/? [15:12<00:00,  1.79it/s]
Epoch 0: |          | 1631/? [15:13<00:00,  1.79it/s]
Epoch 0: |          | 1631/? [15:13<00:00,  1.79it/s]
Epoch 0: |          | 1632/? [15:13<00:00,  1.79it/s]
Epoch 0: |          | 1632/? [15:13<00:00,  1.79it/s]
Epoch 0: |          | 1633/? [15:14<00:00,  1.79it/s]
Epoch 0: |          | 1633/? [15:14<00:00,  1.79it/s]
Epoch 0: |          | 1634/? [15:14<00:00,  1.79it/s]
Epoch 0: |          | 1634/? [15:14<00:00,  1.79it/s]
Epoch 0: |          | 1635/? [15:15<00:00,  1.79it/s]
Epoch 0: |          | 1635/? [15:15<00:00,  1.79it/s]
Epoch 0: |          | 1636/? [15:15<00:00,  1.79it/s]
Epoch 0: |          | 1636/? [15:15<00:00,  1.79it/s]
Epoch 0: |          | 1637/? [15:16<00:00,  1.79it/s]
Epoch 0: |          | 1637/? [15:16<00:00,  1.79it/s]
Epoch 0: |          | 1638/? [15:16<00:00,  1.79it/s]
Epoch 0: |          | 1638/? [15:16<00:00,  1.79it/s]
Epoch 0: |          | 1639/? [15:16<00:00,  1.79it/s]
Epoch 0: |          | 1639/? [15:16<00:00,  1.79it/s]
Epoch 0: |          | 1640/? [15:17<00:00,  1.79it/s]
Epoch 0: |          | 1640/? [15:17<00:00,  1.79it/s]
Epoch 0: |          | 1641/? [15:17<00:00,  1.79it/s]
Epoch 0: |          | 1641/? [15:17<00:00,  1.79it/s]
Epoch 0: |          | 1642/? [15:18<00:00,  1.79it/s]
Epoch 0: |          | 1642/? [15:18<00:00,  1.79it/s]
Epoch 0: |          | 1643/? [15:18<00:00,  1.79it/s]
Epoch 0: |          | 1643/? [15:18<00:00,  1.79it/s]
Epoch 0: |          | 1644/? [15:19<00:00,  1.79it/s]
Epoch 0: |          | 1644/? [15:19<00:00,  1.79it/s]
Epoch 0: |          | 1645/? [15:19<00:00,  1.79it/s]
Epoch 0: |          | 1645/? [15:19<00:00,  1.79it/s]
Epoch 0: |          | 1646/? [15:20<00:00,  1.79it/s]
Epoch 0: |          | 1646/? [15:20<00:00,  1.79it/s]
Epoch 0: |          | 1647/? [15:20<00:00,  1.79it/s]
Epoch 0: |          | 1647/? [15:20<00:00,  1.79it/s]
Epoch 0: |          | 1648/? [15:21<00:00,  1.79it/s]
Epoch 0: |          | 1648/? [15:21<00:00,  1.79it/s]
Epoch 0: |          | 1649/? [15:21<00:00,  1.79it/s]
Epoch 0: |          | 1649/? [15:21<00:00,  1.79it/s]
Epoch 0: |          | 1650/? [15:22<00:00,  1.79it/s]
Epoch 0: |          | 1650/? [15:22<00:00,  1.79it/s]
Epoch 0: |          | 1651/? [15:22<00:00,  1.79it/s]
Epoch 0: |          | 1651/? [15:22<00:00,  1.79it/s]
Epoch 0: |          | 1652/? [15:22<00:00,  1.79it/s]
Epoch 0: |          | 1652/? [15:22<00:00,  1.79it/s]
Epoch 0: |          | 1653/? [15:23<00:00,  1.79it/s]
Epoch 0: |          | 1653/? [15:23<00:00,  1.79it/s]
Epoch 0: |          | 1654/? [15:23<00:00,  1.79it/s]
Epoch 0: |          | 1654/? [15:23<00:00,  1.79it/s]
Epoch 0: |          | 1655/? [15:24<00:00,  1.79it/s]
Epoch 0: |          | 1655/? [15:24<00:00,  1.79it/s]
Epoch 0: |          | 1656/? [15:24<00:00,  1.79it/s]
Epoch 0: |          | 1656/? [15:24<00:00,  1.79it/s]
Epoch 0: |          | 1657/? [15:25<00:00,  1.79it/s]
Epoch 0: |          | 1657/? [15:25<00:00,  1.79it/s]
Epoch 0: |          | 1658/? [15:25<00:00,  1.79it/s]
Epoch 0: |          | 1658/? [15:25<00:00,  1.79it/s]
Epoch 0: |          | 1659/? [15:26<00:00,  1.79it/s]
Epoch 0: |          | 1659/? [15:26<00:00,  1.79it/s]
Epoch 0: |          | 1660/? [15:26<00:00,  1.79it/s]
Epoch 0: |          | 1660/? [15:26<00:00,  1.79it/s]
Epoch 0: |          | 1661/? [15:27<00:00,  1.79it/s]
Epoch 0: |          | 1661/? [15:27<00:00,  1.79it/s]
Epoch 0: |          | 1662/? [15:27<00:00,  1.79it/s]
Epoch 0: |          | 1662/? [15:27<00:00,  1.79it/s]
Epoch 0: |          | 1663/? [15:28<00:00,  1.79it/s]
Epoch 0: |          | 1663/? [15:28<00:00,  1.79it/s]
Epoch 0: |          | 1664/? [15:28<00:00,  1.79it/s]
Epoch 0: |          | 1664/? [15:28<00:00,  1.79it/s]
Epoch 0: |          | 1665/? [15:29<00:00,  1.79it/s]
Epoch 0: |          | 1665/? [15:29<00:00,  1.79it/s]
Epoch 0: |          | 1666/? [15:29<00:00,  1.79it/s]
Epoch 0: |          | 1666/? [15:29<00:00,  1.79it/s]
Epoch 0: |          | 1667/? [15:30<00:00,  1.79it/s]
Epoch 0: |          | 1667/? [15:30<00:00,  1.79it/s]
Epoch 0: |          | 1668/? [15:30<00:00,  1.79it/s]
Epoch 0: |          | 1668/? [15:30<00:00,  1.79it/s]
Epoch 0: |          | 1669/? [15:30<00:00,  1.79it/s]
Epoch 0: |          | 1669/? [15:30<00:00,  1.79it/s]
Epoch 0: |          | 1670/? [15:31<00:00,  1.79it/s]
Epoch 0: |          | 1670/? [15:31<00:00,  1.79it/s]
Epoch 0: |          | 1671/? [15:31<00:00,  1.79it/s]
Epoch 0: |          | 1671/? [15:31<00:00,  1.79it/s]
Epoch 0: |          | 1672/? [15:32<00:00,  1.79it/s]
Epoch 0: |          | 1672/? [15:32<00:00,  1.79it/s]
Epoch 0: |          | 1673/? [15:32<00:00,  1.79it/s]
Epoch 0: |          | 1673/? [15:32<00:00,  1.79it/s]
Epoch 0: |          | 1674/? [15:33<00:00,  1.79it/s]
Epoch 0: |          | 1674/? [15:33<00:00,  1.79it/s]
Epoch 0: |          | 1675/? [15:33<00:00,  1.79it/s]
Epoch 0: |          | 1675/? [15:33<00:00,  1.79it/s]
Epoch 0: |          | 1676/? [15:34<00:00,  1.79it/s]
Epoch 0: |          | 1676/? [15:34<00:00,  1.79it/s]
Epoch 0: |          | 1677/? [15:34<00:00,  1.79it/s]
Epoch 0: |          | 1677/? [15:34<00:00,  1.79it/s]
Epoch 0: |          | 1678/? [15:35<00:00,  1.79it/s]
Epoch 0: |          | 1678/? [15:35<00:00,  1.79it/s]
Epoch 0: |          | 1679/? [15:35<00:00,  1.79it/s]
Epoch 0: |          | 1679/? [15:35<00:00,  1.79it/s]
Epoch 0: |          | 1680/? [15:36<00:00,  1.79it/s]
Epoch 0: |          | 1680/? [15:36<00:00,  1.79it/s]
Epoch 0: |          | 1681/? [15:36<00:00,  1.79it/s]
Epoch 0: |          | 1681/? [15:36<00:00,  1.79it/s]
Epoch 0: |          | 1682/? [15:37<00:00,  1.79it/s]
Epoch 0: |          | 1682/? [15:37<00:00,  1.79it/s]
Epoch 0: |          | 1683/? [15:37<00:00,  1.79it/s]
Epoch 0: |          | 1683/? [15:37<00:00,  1.79it/s]
Epoch 0: |          | 1684/? [15:38<00:00,  1.80it/s]
Epoch 0: |          | 1684/? [15:38<00:00,  1.80it/s]
Epoch 0: |          | 1685/? [15:38<00:00,  1.80it/s]
Epoch 0: |          | 1685/? [15:38<00:00,  1.80it/s]
Epoch 0: |          | 1686/? [15:39<00:00,  1.80it/s]
Epoch 0: |          | 1686/? [15:39<00:00,  1.80it/s]
Epoch 0: |          | 1687/? [15:39<00:00,  1.80it/s]
Epoch 0: |          | 1687/? [15:39<00:00,  1.80it/s]
Epoch 0: |          | 1688/? [15:40<00:00,  1.80it/s]
Epoch 0: |          | 1688/? [15:40<00:00,  1.80it/s]
Epoch 0: |          | 1689/? [15:40<00:00,  1.80it/s]
Epoch 0: |          | 1689/? [15:40<00:00,  1.80it/s]
Epoch 0: |          | 1690/? [15:41<00:00,  1.80it/s]
Epoch 0: |          | 1690/? [15:41<00:00,  1.80it/s]
Epoch 0: |          | 1691/? [15:41<00:00,  1.80it/s]
Epoch 0: |          | 1691/? [15:41<00:00,  1.80it/s]
Epoch 0: |          | 1692/? [15:41<00:00,  1.80it/s]
Epoch 0: |          | 1692/? [15:41<00:00,  1.80it/s]
Epoch 0: |          | 1693/? [15:42<00:00,  1.80it/s]
Epoch 0: |          | 1693/? [15:42<00:00,  1.80it/s]
Epoch 0: |          | 1694/? [15:42<00:00,  1.80it/s]
Epoch 0: |          | 1694/? [15:42<00:00,  1.80it/s]
Epoch 0: |          | 1695/? [15:43<00:00,  1.80it/s]
Epoch 0: |          | 1695/? [15:43<00:00,  1.80it/s]
Epoch 0: |          | 1696/? [15:43<00:00,  1.80it/s]
Epoch 0: |          | 1696/? [15:43<00:00,  1.80it/s]
Epoch 0: |          | 1697/? [15:44<00:00,  1.80it/s]
Epoch 0: |          | 1697/? [15:44<00:00,  1.80it/s]
Epoch 0: |          | 1698/? [15:44<00:00,  1.80it/s]
Epoch 0: |          | 1698/? [15:44<00:00,  1.80it/s]
Epoch 0: |          | 1699/? [15:45<00:00,  1.80it/s]
Epoch 0: |          | 1699/? [15:45<00:00,  1.80it/s]
Epoch 0: |          | 1700/? [15:45<00:00,  1.80it/s]
Epoch 0: |          | 1700/? [15:45<00:00,  1.80it/s]
Epoch 0: |          | 1701/? [15:46<00:00,  1.80it/s]
Epoch 0: |          | 1701/? [15:46<00:00,  1.80it/s]
Epoch 0: |          | 1702/? [15:46<00:00,  1.80it/s]
Epoch 0: |          | 1702/? [15:46<00:00,  1.80it/s]
Epoch 0: |          | 1703/? [15:47<00:00,  1.80it/s]
Epoch 0: |          | 1703/? [15:47<00:00,  1.80it/s]
Epoch 0: |          | 1704/? [15:47<00:00,  1.80it/s]
Epoch 0: |          | 1704/? [15:47<00:00,  1.80it/s]
Epoch 0: |          | 1705/? [15:47<00:00,  1.80it/s]
Epoch 0: |          | 1705/? [15:47<00:00,  1.80it/s]
Epoch 0: |          | 1706/? [15:48<00:00,  1.80it/s]
Epoch 0: |          | 1706/? [15:48<00:00,  1.80it/s]
Epoch 0: |          | 1707/? [15:48<00:00,  1.80it/s]
Epoch 0: |          | 1707/? [15:48<00:00,  1.80it/s]
Epoch 0: |          | 1708/? [15:49<00:00,  1.80it/s]
Epoch 0: |          | 1708/? [15:49<00:00,  1.80it/s]
Epoch 0: |          | 1709/? [15:49<00:00,  1.80it/s]
Epoch 0: |          | 1709/? [15:49<00:00,  1.80it/s]
Epoch 0: |          | 1710/? [15:50<00:00,  1.80it/s]
Epoch 0: |          | 1710/? [15:50<00:00,  1.80it/s]
Epoch 0: |          | 1711/? [15:50<00:00,  1.80it/s]
Epoch 0: |          | 1711/? [15:50<00:00,  1.80it/s]
Epoch 0: |          | 1712/? [15:51<00:00,  1.80it/s]
Epoch 0: |          | 1712/? [15:51<00:00,  1.80it/s]
Epoch 0: |          | 1713/? [15:51<00:00,  1.80it/s]
Epoch 0: |          | 1713/? [15:51<00:00,  1.80it/s]
Epoch 0: |          | 1714/? [15:52<00:00,  1.80it/s]
Epoch 0: |          | 1714/? [15:52<00:00,  1.80it/s]
Epoch 0: |          | 1715/? [15:52<00:00,  1.80it/s]
Epoch 0: |          | 1715/? [15:52<00:00,  1.80it/s]
Epoch 0: |          | 1716/? [15:52<00:00,  1.80it/s]
Epoch 0: |          | 1716/? [15:52<00:00,  1.80it/s]
Epoch 0: |          | 1717/? [15:53<00:00,  1.80it/s]
Epoch 0: |          | 1717/? [15:53<00:00,  1.80it/s]
Epoch 0: |          | 1718/? [15:53<00:00,  1.80it/s]
Epoch 0: |          | 1718/? [15:53<00:00,  1.80it/s]
Epoch 0: |          | 1719/? [15:54<00:00,  1.80it/s]
Epoch 0: |          | 1719/? [15:54<00:00,  1.80it/s]
Epoch 0: |          | 1720/? [15:54<00:00,  1.80it/s]
Epoch 0: |          | 1720/? [15:54<00:00,  1.80it/s]
Epoch 0: |          | 1721/? [15:55<00:00,  1.80it/s]
Epoch 0: |          | 1721/? [15:55<00:00,  1.80it/s]
Epoch 0: |          | 1722/? [15:55<00:00,  1.80it/s]
Epoch 0: |          | 1722/? [15:55<00:00,  1.80it/s]
Epoch 0: |          | 1723/? [15:56<00:00,  1.80it/s]
Epoch 0: |          | 1723/? [15:56<00:00,  1.80it/s]
Epoch 0: |          | 1724/? [15:56<00:00,  1.80it/s]
Epoch 0: |          | 1724/? [15:56<00:00,  1.80it/s]
Epoch 0: |          | 1725/? [15:57<00:00,  1.80it/s]
Epoch 0: |          | 1725/? [15:57<00:00,  1.80it/s]
Epoch 0: |          | 1726/? [15:57<00:00,  1.80it/s]
Epoch 0: |          | 1726/? [15:57<00:00,  1.80it/s]
Epoch 0: |          | 1727/? [15:58<00:00,  1.80it/s]
Epoch 0: |          | 1727/? [15:58<00:00,  1.80it/s]
Epoch 0: |          | 1728/? [15:58<00:00,  1.80it/s]
Epoch 0: |          | 1728/? [15:58<00:00,  1.80it/s]
Epoch 0: |          | 1729/? [15:58<00:00,  1.80it/s]
Epoch 0: |          | 1729/? [15:58<00:00,  1.80it/s]
Epoch 0: |          | 1730/? [15:59<00:00,  1.80it/s]
Epoch 0: |          | 1730/? [15:59<00:00,  1.80it/s]
Epoch 0: |          | 1731/? [15:59<00:00,  1.80it/s]
Epoch 0: |          | 1731/? [15:59<00:00,  1.80it/s]
Epoch 0: |          | 1732/? [16:00<00:00,  1.80it/s]
Epoch 0: |          | 1732/? [16:00<00:00,  1.80it/s]
Epoch 0: |          | 1733/? [16:00<00:00,  1.80it/s]
Epoch 0: |          | 1733/? [16:00<00:00,  1.80it/s]
Epoch 0: |          | 1734/? [16:01<00:00,  1.80it/s]
Epoch 0: |          | 1734/? [16:01<00:00,  1.80it/s]
Epoch 0: |          | 1735/? [16:01<00:00,  1.80it/s]
Epoch 0: |          | 1735/? [16:01<00:00,  1.80it/s]
Epoch 0: |          | 1736/? [16:02<00:00,  1.80it/s]
Epoch 0: |          | 1736/? [16:02<00:00,  1.80it/s]
Epoch 0: |          | 1737/? [16:02<00:00,  1.80it/s]
Epoch 0: |          | 1737/? [16:02<00:00,  1.80it/s]
Epoch 0: |          | 1738/? [16:03<00:00,  1.80it/s]
Epoch 0: |          | 1738/? [16:03<00:00,  1.80it/s]
Epoch 0: |          | 1739/? [16:03<00:00,  1.80it/s]
Epoch 0: |          | 1739/? [16:03<00:00,  1.80it/s]
Epoch 0: |          | 1740/? [16:04<00:00,  1.80it/s]
Epoch 0: |          | 1740/? [16:04<00:00,  1.80it/s]
Epoch 0: |          | 1741/? [16:04<00:00,  1.81it/s]
Epoch 0: |          | 1741/? [16:04<00:00,  1.81it/s]
Epoch 0: |          | 1742/? [16:05<00:00,  1.81it/s]
Epoch 0: |          | 1742/? [16:05<00:00,  1.81it/s]
Epoch 0: |          | 1743/? [16:05<00:00,  1.81it/s]
Epoch 0: |          | 1743/? [16:05<00:00,  1.81it/s]
Epoch 0: |          | 1744/? [16:05<00:00,  1.81it/s]
Epoch 0: |          | 1744/? [16:05<00:00,  1.81it/s]
Epoch 0: |          | 1745/? [16:06<00:00,  1.81it/s]
Epoch 0: |          | 1745/? [16:06<00:00,  1.81it/s]
Epoch 0: |          | 1746/? [16:06<00:00,  1.81it/s]
Epoch 0: |          | 1746/? [16:06<00:00,  1.81it/s]
Epoch 0: |          | 1747/? [16:07<00:00,  1.81it/s]
Epoch 0: |          | 1747/? [16:07<00:00,  1.81it/s]
Epoch 0: |          | 1748/? [16:07<00:00,  1.81it/s]
Epoch 0: |          | 1748/? [16:07<00:00,  1.81it/s]
Epoch 0: |          | 1749/? [16:08<00:00,  1.81it/s]
Epoch 0: |          | 1749/? [16:08<00:00,  1.81it/s]
Epoch 0: |          | 1750/? [16:08<00:00,  1.81it/s]
Epoch 0: |          | 1750/? [16:08<00:00,  1.81it/s]
Epoch 0: |          | 1751/? [16:09<00:00,  1.81it/s]
Epoch 0: |          | 1751/? [16:09<00:00,  1.81it/s]
Epoch 0: |          | 1752/? [16:09<00:00,  1.81it/s]
Epoch 0: |          | 1752/? [16:09<00:00,  1.81it/s]
Epoch 0: |          | 1753/? [16:10<00:00,  1.81it/s]
Epoch 0: |          | 1753/? [16:10<00:00,  1.81it/s]
Epoch 0: |          | 1754/? [16:10<00:00,  1.81it/s]
Epoch 0: |          | 1754/? [16:10<00:00,  1.81it/s]
Epoch 0: |          | 1755/? [16:11<00:00,  1.81it/s]
Epoch 0: |          | 1755/? [16:11<00:00,  1.81it/s]
Epoch 0: |          | 1756/? [16:11<00:00,  1.81it/s]
Epoch 0: |          | 1756/? [16:11<00:00,  1.81it/s]
Epoch 0: |          | 1757/? [16:11<00:00,  1.81it/s]
Epoch 0: |          | 1757/? [16:11<00:00,  1.81it/s]
Epoch 0: |          | 1758/? [16:12<00:00,  1.81it/s]
Epoch 0: |          | 1758/? [16:12<00:00,  1.81it/s]
Epoch 0: |          | 1759/? [16:12<00:00,  1.81it/s]
Epoch 0: |          | 1759/? [16:12<00:00,  1.81it/s]
Epoch 0: |          | 1760/? [16:13<00:00,  1.81it/s]
Epoch 0: |          | 1760/? [16:13<00:00,  1.81it/s]
Epoch 0: |          | 1761/? [16:13<00:00,  1.81it/s]
Epoch 0: |          | 1761/? [16:13<00:00,  1.81it/s]
Epoch 0: |          | 1762/? [16:14<00:00,  1.81it/s]
Epoch 0: |          | 1762/? [16:14<00:00,  1.81it/s]
Epoch 0: |          | 1763/? [16:14<00:00,  1.81it/s]
Epoch 0: |          | 1763/? [16:14<00:00,  1.81it/s]
Epoch 0: |          | 1764/? [16:15<00:00,  1.81it/s]
Epoch 0: |          | 1764/? [16:15<00:00,  1.81it/s]
Epoch 0: |          | 1765/? [16:15<00:00,  1.81it/s]
Epoch 0: |          | 1765/? [16:15<00:00,  1.81it/s]
Epoch 0: |          | 1766/? [16:16<00:00,  1.81it/s]
Epoch 0: |          | 1766/? [16:16<00:00,  1.81it/s]
Epoch 0: |          | 1767/? [16:16<00:00,  1.81it/s]
Epoch 0: |          | 1767/? [16:16<00:00,  1.81it/s]
Epoch 0: |          | 1768/? [16:16<00:00,  1.81it/s]
Epoch 0: |          | 1768/? [16:16<00:00,  1.81it/s]
Epoch 0: |          | 1769/? [16:17<00:00,  1.81it/s]
Epoch 0: |          | 1769/? [16:17<00:00,  1.81it/s]
Epoch 0: |          | 1770/? [16:17<00:00,  1.81it/s]
Epoch 0: |          | 1770/? [16:17<00:00,  1.81it/s]
Epoch 0: |          | 1771/? [16:18<00:00,  1.81it/s]
Epoch 0: |          | 1771/? [16:18<00:00,  1.81it/s]
Epoch 0: |          | 1772/? [16:18<00:00,  1.81it/s]
Epoch 0: |          | 1772/? [16:18<00:00,  1.81it/s]
Epoch 0: |          | 1773/? [16:19<00:00,  1.81it/s]
Epoch 0: |          | 1773/? [16:19<00:00,  1.81it/s]
Epoch 0: |          | 1774/? [16:19<00:00,  1.81it/s]
Epoch 0: |          | 1774/? [16:19<00:00,  1.81it/s]
Epoch 0: |          | 1775/? [16:20<00:00,  1.81it/s]
Epoch 0: |          | 1775/? [16:20<00:00,  1.81it/s]
Epoch 0: |          | 1776/? [16:20<00:00,  1.81it/s]
Epoch 0: |          | 1776/? [16:20<00:00,  1.81it/s]
Epoch 0: |          | 1777/? [16:21<00:00,  1.81it/s]
Epoch 0: |          | 1777/? [16:21<00:00,  1.81it/s]
Epoch 0: |          | 1778/? [16:21<00:00,  1.81it/s]
Epoch 0: |          | 1778/? [16:21<00:00,  1.81it/s]
Epoch 0: |          | 1779/? [16:22<00:00,  1.81it/s]
Epoch 0: |          | 1779/? [16:22<00:00,  1.81it/s]
Epoch 0: |          | 1780/? [16:22<00:00,  1.81it/s]
Epoch 0: |          | 1780/? [16:22<00:00,  1.81it/s]
Epoch 0: |          | 1781/? [16:22<00:00,  1.81it/s]
Epoch 0: |          | 1781/? [16:22<00:00,  1.81it/s]
Epoch 0: |          | 1782/? [16:23<00:00,  1.81it/s]
Epoch 0: |          | 1782/? [16:23<00:00,  1.81it/s]
Epoch 0: |          | 1783/? [16:23<00:00,  1.81it/s]
Epoch 0: |          | 1783/? [16:23<00:00,  1.81it/s]
Epoch 0: |          | 1784/? [16:24<00:00,  1.81it/s]
Epoch 0: |          | 1784/? [16:24<00:00,  1.81it/s]
Epoch 0: |          | 1785/? [16:24<00:00,  1.81it/s]
Epoch 0: |          | 1785/? [16:24<00:00,  1.81it/s]
Epoch 0: |          | 1786/? [16:25<00:00,  1.81it/s]
Epoch 0: |          | 1786/? [16:25<00:00,  1.81it/s]
Epoch 0: |          | 1787/? [16:25<00:00,  1.81it/s]
Epoch 0: |          | 1787/? [16:25<00:00,  1.81it/s]
Epoch 0: |          | 1788/? [16:26<00:00,  1.81it/s]
Epoch 0: |          | 1788/? [16:26<00:00,  1.81it/s]
Epoch 0: |          | 1789/? [16:26<00:00,  1.81it/s]
Epoch 0: |          | 1789/? [16:26<00:00,  1.81it/s]
Epoch 0: |          | 1790/? [16:27<00:00,  1.81it/s]
Epoch 0: |          | 1790/? [16:27<00:00,  1.81it/s]
Epoch 0: |          | 1791/? [16:27<00:00,  1.81it/s]
Epoch 0: |          | 1791/? [16:27<00:00,  1.81it/s]
Epoch 0: |          | 1792/? [16:28<00:00,  1.81it/s]
Epoch 0: |          | 1792/? [16:28<00:00,  1.81it/s]
Epoch 0: |          | 1793/? [16:28<00:00,  1.81it/s]
Epoch 0: |          | 1793/? [16:28<00:00,  1.81it/s]
Epoch 0: |          | 1794/? [16:29<00:00,  1.81it/s]
Epoch 0: |          | 1794/? [16:29<00:00,  1.81it/s]
Epoch 0: |          | 1795/? [16:29<00:00,  1.81it/s]
Epoch 0: |          | 1795/? [16:29<00:00,  1.81it/s]
Epoch 0: |          | 1796/? [16:29<00:00,  1.81it/s]
Epoch 0: |          | 1796/? [16:29<00:00,  1.81it/s]
Epoch 0: |          | 1797/? [16:30<00:00,  1.81it/s]
Epoch 0: |          | 1797/? [16:30<00:00,  1.81it/s]
Epoch 0: |          | 1798/? [16:30<00:00,  1.81it/s]
Epoch 0: |          | 1798/? [16:30<00:00,  1.81it/s]
Epoch 0: |          | 1799/? [16:31<00:00,  1.81it/s]
Epoch 0: |          | 1799/? [16:31<00:00,  1.81it/s]
Epoch 0: |          | 1800/? [16:31<00:00,  1.81it/s]
Epoch 0: |          | 1800/? [16:31<00:00,  1.81it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  3.22it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  3.03it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  3.06it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  2.97it/s]

Epoch 0: |          | 1800/? [16:33<00:00,  1.81it/s]
Epoch 0: |          | 1801/? [16:33<00:00,  1.81it/s]
Epoch 0: |          | 1801/? [16:33<00:00,  1.81it/s]
Epoch 0: |          | 1802/? [16:34<00:00,  1.81it/s]
Epoch 0: |          | 1802/? [16:34<00:00,  1.81it/s]
Epoch 0: |          | 1803/? [16:34<00:00,  1.81it/s]
Epoch 0: |          | 1803/? [16:34<00:00,  1.81it/s]
Epoch 0: |          | 1804/? [16:34<00:00,  1.81it/s]
Epoch 0: |          | 1804/? [16:34<00:00,  1.81it/s]
Epoch 0: |          | 1805/? [16:35<00:00,  1.81it/s]
Epoch 0: |          | 1805/? [16:35<00:00,  1.81it/s]
Epoch 0: |          | 1806/? [16:35<00:00,  1.81it/s]
Epoch 0: |          | 1806/? [16:35<00:00,  1.81it/s]
Epoch 0: |          | 1807/? [16:36<00:00,  1.81it/s]
Epoch 0: |          | 1807/? [16:36<00:00,  1.81it/s]
Epoch 0: |          | 1808/? [16:36<00:00,  1.81it/s]
Epoch 0: |          | 1808/? [16:36<00:00,  1.81it/s]
Epoch 0: |          | 1809/? [16:37<00:00,  1.81it/s]
Epoch 0: |          | 1809/? [16:37<00:00,  1.81it/s]
Epoch 0: |          | 1810/? [16:37<00:00,  1.81it/s]
Epoch 0: |          | 1810/? [16:37<00:00,  1.81it/s]
Epoch 0: |          | 1811/? [16:38<00:00,  1.81it/s]
Epoch 0: |          | 1811/? [16:38<00:00,  1.81it/s]
Epoch 0: |          | 1812/? [16:38<00:00,  1.81it/s]
Epoch 0: |          | 1812/? [16:38<00:00,  1.81it/s]
Epoch 0: |          | 1813/? [16:39<00:00,  1.81it/s]
Epoch 0: |          | 1813/? [16:39<00:00,  1.81it/s]
Epoch 0: |          | 1814/? [16:39<00:00,  1.81it/s]
Epoch 0: |          | 1814/? [16:39<00:00,  1.81it/s]
Epoch 0: |          | 1815/? [16:39<00:00,  1.82it/s]
Epoch 0: |          | 1815/? [16:39<00:00,  1.82it/s]
Epoch 0: |          | 1816/? [16:40<00:00,  1.82it/s]
Epoch 0: |          | 1816/? [16:40<00:00,  1.82it/s]
Epoch 0: |          | 1817/? [16:40<00:00,  1.82it/s]
Epoch 0: |          | 1817/? [16:40<00:00,  1.82it/s]
Epoch 0: |          | 1818/? [16:41<00:00,  1.82it/s]
Epoch 0: |          | 1818/? [16:41<00:00,  1.82it/s]
Epoch 0: |          | 1819/? [16:41<00:00,  1.82it/s]
Epoch 0: |          | 1819/? [16:41<00:00,  1.82it/s]
Epoch 0: |          | 1820/? [16:42<00:00,  1.82it/s]
Epoch 0: |          | 1820/? [16:42<00:00,  1.82it/s]
Epoch 0: |          | 1821/? [16:42<00:00,  1.82it/s]
Epoch 0: |          | 1821/? [16:42<00:00,  1.82it/s]
Epoch 0: |          | 1822/? [16:43<00:00,  1.82it/s]
Epoch 0: |          | 1822/? [16:43<00:00,  1.82it/s]
Epoch 0: |          | 1823/? [16:43<00:00,  1.82it/s]
Epoch 0: |          | 1823/? [16:43<00:00,  1.82it/s]
Epoch 0: |          | 1824/? [16:44<00:00,  1.82it/s]
Epoch 0: |          | 1824/? [16:44<00:00,  1.82it/s]
Epoch 0: |          | 1825/? [16:44<00:00,  1.82it/s]
Epoch 0: |          | 1825/? [16:44<00:00,  1.82it/s]
Epoch 0: |          | 1826/? [16:44<00:00,  1.82it/s]
Epoch 0: |          | 1826/? [16:44<00:00,  1.82it/s]
Epoch 0: |          | 1827/? [16:45<00:00,  1.82it/s]
Epoch 0: |          | 1827/? [16:45<00:00,  1.82it/s]
Epoch 0: |          | 1828/? [16:45<00:00,  1.82it/s]
Epoch 0: |          | 1828/? [16:45<00:00,  1.82it/s]
Epoch 0: |          | 1829/? [16:46<00:00,  1.82it/s]
Epoch 0: |          | 1829/? [16:46<00:00,  1.82it/s]
Epoch 0: |          | 1830/? [16:46<00:00,  1.82it/s]
Epoch 0: |          | 1830/? [16:46<00:00,  1.82it/s]
Epoch 0: |          | 1831/? [16:47<00:00,  1.82it/s]
Epoch 0: |          | 1831/? [16:47<00:00,  1.82it/s]
Epoch 0: |          | 1832/? [16:47<00:00,  1.82it/s]
Epoch 0: |          | 1832/? [16:47<00:00,  1.82it/s]
Epoch 0: |          | 1833/? [16:48<00:00,  1.82it/s]
Epoch 0: |          | 1833/? [16:48<00:00,  1.82it/s]
Epoch 0: |          | 1834/? [16:48<00:00,  1.82it/s]
Epoch 0: |          | 1834/? [16:48<00:00,  1.82it/s]
Epoch 0: |          | 1835/? [16:49<00:00,  1.82it/s]
Epoch 0: |          | 1835/? [16:49<00:00,  1.82it/s]
Epoch 0: |          | 1836/? [16:49<00:00,  1.82it/s]
Epoch 0: |          | 1836/? [16:49<00:00,  1.82it/s]
Epoch 0: |          | 1837/? [16:49<00:00,  1.82it/s]
Epoch 0: |          | 1837/? [16:49<00:00,  1.82it/s]
Epoch 0: |          | 1838/? [16:50<00:00,  1.82it/s]
Epoch 0: |          | 1838/? [16:50<00:00,  1.82it/s]
Epoch 0: |          | 1839/? [16:50<00:00,  1.82it/s]
Epoch 0: |          | 1839/? [16:50<00:00,  1.82it/s]
Epoch 0: |          | 1840/? [16:51<00:00,  1.82it/s]
Epoch 0: |          | 1840/? [16:51<00:00,  1.82it/s]
Epoch 0: |          | 1841/? [16:51<00:00,  1.82it/s]
Epoch 0: |          | 1841/? [16:51<00:00,  1.82it/s]
Epoch 0: |          | 1842/? [16:52<00:00,  1.82it/s]
Epoch 0: |          | 1842/? [16:52<00:00,  1.82it/s]
Epoch 0: |          | 1843/? [16:52<00:00,  1.82it/s]
Epoch 0: |          | 1843/? [16:52<00:00,  1.82it/s]
Epoch 0: |          | 1844/? [16:53<00:00,  1.82it/s]
Epoch 0: |          | 1844/? [16:53<00:00,  1.82it/s]
Epoch 0: |          | 1845/? [16:53<00:00,  1.82it/s]
Epoch 0: |          | 1845/? [16:53<00:00,  1.82it/s]
Epoch 0: |          | 1846/? [16:54<00:00,  1.82it/s]
Epoch 0: |          | 1846/? [16:54<00:00,  1.82it/s]
Epoch 0: |          | 1847/? [16:54<00:00,  1.82it/s]
Epoch 0: |          | 1847/? [16:54<00:00,  1.82it/s]
Epoch 0: |          | 1848/? [16:54<00:00,  1.82it/s]
Epoch 0: |          | 1848/? [16:54<00:00,  1.82it/s]
Epoch 0: |          | 1849/? [16:55<00:00,  1.82it/s]
Epoch 0: |          | 1849/? [16:55<00:00,  1.82it/s]
Epoch 0: |          | 1850/? [16:55<00:00,  1.82it/s]
Epoch 0: |          | 1850/? [16:55<00:00,  1.82it/s]
Epoch 0: |          | 1851/? [16:56<00:00,  1.82it/s]
Epoch 0: |          | 1851/? [16:56<00:00,  1.82it/s]
Epoch 0: |          | 1852/? [16:56<00:00,  1.82it/s]
Epoch 0: |          | 1852/? [16:56<00:00,  1.82it/s]
Epoch 0: |          | 1853/? [16:57<00:00,  1.82it/s]
Epoch 0: |          | 1853/? [16:57<00:00,  1.82it/s]
Epoch 0: |          | 1854/? [16:57<00:00,  1.82it/s]
Epoch 0: |          | 1854/? [16:57<00:00,  1.82it/s]
Epoch 0: |          | 1855/? [16:58<00:00,  1.82it/s]
Epoch 0: |          | 1855/? [16:58<00:00,  1.82it/s]
Epoch 0: |          | 1856/? [16:58<00:00,  1.82it/s]
Epoch 0: |          | 1856/? [16:58<00:00,  1.82it/s]
Epoch 0: |          | 1857/? [16:59<00:00,  1.82it/s]
Epoch 0: |          | 1857/? [16:59<00:00,  1.82it/s]
Epoch 0: |          | 1858/? [16:59<00:00,  1.82it/s]
Epoch 0: |          | 1858/? [16:59<00:00,  1.82it/s]
Epoch 0: |          | 1859/? [17:00<00:00,  1.82it/s]
Epoch 0: |          | 1859/? [17:00<00:00,  1.82it/s]
Epoch 0: |          | 1860/? [17:00<00:00,  1.82it/s]
Epoch 0: |          | 1860/? [17:00<00:00,  1.82it/s]
Epoch 0: |          | 1861/? [17:01<00:00,  1.82it/s]
Epoch 0: |          | 1861/? [17:01<00:00,  1.82it/s]
Epoch 0: |          | 1862/? [17:01<00:00,  1.82it/s]
Epoch 0: |          | 1862/? [17:01<00:00,  1.82it/s]
Epoch 0: |          | 1863/? [17:01<00:00,  1.82it/s]
Epoch 0: |          | 1863/? [17:01<00:00,  1.82it/s]
Epoch 0: |          | 1864/? [17:02<00:00,  1.82it/s]
Epoch 0: |          | 1864/? [17:02<00:00,  1.82it/s]
Epoch 0: |          | 1865/? [17:02<00:00,  1.82it/s]
Epoch 0: |          | 1865/? [17:02<00:00,  1.82it/s]
Epoch 0: |          | 1866/? [17:03<00:00,  1.82it/s]
Epoch 0: |          | 1866/? [17:03<00:00,  1.82it/s]
Epoch 0: |          | 1867/? [17:03<00:00,  1.82it/s]
Epoch 0: |          | 1867/? [17:03<00:00,  1.82it/s]
Epoch 0: |          | 1868/? [17:04<00:00,  1.82it/s]
Epoch 0: |          | 1868/? [17:04<00:00,  1.82it/s]
Epoch 0: |          | 1869/? [17:04<00:00,  1.82it/s]
Epoch 0: |          | 1869/? [17:04<00:00,  1.82it/s]
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Epoch 0: |          | 1918/? [17:27<00:00,  1.83it/s]
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Epoch 0: |          | 1921/? [17:28<00:00,  1.83it/s]
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Epoch 0: |          | 1929/? [17:32<00:00,  1.83it/s]
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Epoch 0: |          | 1962/? [17:47<00:00,  1.84it/s]
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Epoch 0: |          | 1963/? [17:47<00:00,  1.84it/s]
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Epoch 0: |          | 1964/? [17:48<00:00,  1.84it/s]
Epoch 0: |          | 1964/? [17:48<00:00,  1.84it/s]
Epoch 0: |          | 1965/? [17:48<00:00,  1.84it/s]
Epoch 0: |          | 1965/? [17:48<00:00,  1.84it/s]
Epoch 0: |          | 1966/? [17:48<00:00,  1.84it/s]
Epoch 0: |          | 1966/? [17:48<00:00,  1.84it/s]
Epoch 0: |          | 1967/? [17:49<00:00,  1.84it/s]
Epoch 0: |          | 1967/? [17:49<00:00,  1.84it/s]
Epoch 0: |          | 1968/? [17:49<00:00,  1.84it/s]
Epoch 0: |          | 1968/? [17:49<00:00,  1.84it/s]
Epoch 0: |          | 1969/? [17:50<00:00,  1.84it/s]
Epoch 0: |          | 1969/? [17:50<00:00,  1.84it/s]
Epoch 0: |          | 1970/? [17:50<00:00,  1.84it/s]
Epoch 0: |          | 1970/? [17:50<00:00,  1.84it/s]
Epoch 0: |          | 1971/? [17:51<00:00,  1.84it/s]
Epoch 0: |          | 1971/? [17:51<00:00,  1.84it/s]
Epoch 0: |          | 1972/? [17:51<00:00,  1.84it/s]
Epoch 0: |          | 1972/? [17:51<00:00,  1.84it/s]
Epoch 0: |          | 1973/? [17:52<00:00,  1.84it/s]
Epoch 0: |          | 1973/? [17:52<00:00,  1.84it/s]
Epoch 0: |          | 1974/? [17:52<00:00,  1.84it/s]
Epoch 0: |          | 1974/? [17:52<00:00,  1.84it/s]
Epoch 0: |          | 1975/? [17:53<00:00,  1.84it/s]
Epoch 0: |          | 1975/? [17:53<00:00,  1.84it/s]
Epoch 0: |          | 1976/? [17:53<00:00,  1.84it/s]
Epoch 0: |          | 1976/? [17:53<00:00,  1.84it/s]
Epoch 0: |          | 1977/? [17:54<00:00,  1.84it/s]
Epoch 0: |          | 1977/? [17:54<00:00,  1.84it/s]
Epoch 0: |          | 1978/? [17:54<00:00,  1.84it/s]
Epoch 0: |          | 1978/? [17:54<00:00,  1.84it/s]
Epoch 0: |          | 1979/? [17:54<00:00,  1.84it/s]
Epoch 0: |          | 1979/? [17:54<00:00,  1.84it/s]
Epoch 0: |          | 1980/? [17:55<00:00,  1.84it/s]
Epoch 0: |          | 1980/? [17:55<00:00,  1.84it/s]
Epoch 0: |          | 1981/? [17:55<00:00,  1.84it/s]
Epoch 0: |          | 1981/? [17:55<00:00,  1.84it/s]
Epoch 0: |          | 1982/? [17:56<00:00,  1.84it/s]
Epoch 0: |          | 1982/? [17:56<00:00,  1.84it/s]
Epoch 0: |          | 1983/? [17:56<00:00,  1.84it/s]
Epoch 0: |          | 1983/? [17:56<00:00,  1.84it/s]
Epoch 0: |          | 1984/? [17:57<00:00,  1.84it/s]
Epoch 0: |          | 1984/? [17:57<00:00,  1.84it/s]
Epoch 0: |          | 1985/? [17:57<00:00,  1.84it/s]
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Epoch 0: |          | 1986/? [17:58<00:00,  1.84it/s]
Epoch 0: |          | 1986/? [17:58<00:00,  1.84it/s]
Epoch 0: |          | 1987/? [17:58<00:00,  1.84it/s]
Epoch 0: |          | 1987/? [17:58<00:00,  1.84it/s]
Epoch 0: |          | 1988/? [17:59<00:00,  1.84it/s]
Epoch 0: |          | 1988/? [17:59<00:00,  1.84it/s]
Epoch 0: |          | 1989/? [17:59<00:00,  1.84it/s]
Epoch 0: |          | 1989/? [17:59<00:00,  1.84it/s]
Epoch 0: |          | 1990/? [17:59<00:00,  1.84it/s]
Epoch 0: |          | 1990/? [17:59<00:00,  1.84it/s]
Epoch 0: |          | 1991/? [18:00<00:00,  1.84it/s]
Epoch 0: |          | 1991/? [18:00<00:00,  1.84it/s]
Epoch 0: |          | 1992/? [18:00<00:00,  1.84it/s]
Epoch 0: |          | 1992/? [18:00<00:00,  1.84it/s]
Epoch 0: |          | 1993/? [18:01<00:00,  1.84it/s]
Epoch 0: |          | 1993/? [18:01<00:00,  1.84it/s]
Epoch 0: |          | 1994/? [18:01<00:00,  1.84it/s]
Epoch 0: |          | 1994/? [18:01<00:00,  1.84it/s]
Epoch 0: |          | 1995/? [18:02<00:00,  1.84it/s]
Epoch 0: |          | 1995/? [18:02<00:00,  1.84it/s]
Epoch 0: |          | 1996/? [18:02<00:00,  1.84it/s]
Epoch 0: |          | 1996/? [18:02<00:00,  1.84it/s]
Epoch 0: |          | 1997/? [18:03<00:00,  1.84it/s]
Epoch 0: |          | 1997/? [18:03<00:00,  1.84it/s]
Epoch 0: |          | 1998/? [18:03<00:00,  1.84it/s]
Epoch 0: |          | 1998/? [18:03<00:00,  1.84it/s]
Epoch 0: |          | 1999/? [18:04<00:00,  1.84it/s]
Epoch 0: |          | 1999/? [18:04<00:00,  1.84it/s]
Epoch 0: |          | 2000/? [18:04<00:00,  1.84it/s]
Epoch 0: |          | 2000/? [18:04<00:00,  1.84it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  3.09it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  2.87it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:01<00:00,  2.89it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  2.81it/s]

Epoch 0: |          | 2000/? [18:06<00:00,  1.84it/s]
Epoch 0: |          | 2001/? [18:06<00:00,  1.84it/s]
Epoch 0: |          | 2001/? [18:06<00:00,  1.84it/s]
Epoch 0: |          | 2002/? [18:06<00:00,  1.84it/s]
Epoch 0: |          | 2002/? [18:06<00:00,  1.84it/s]
Epoch 0: |          | 2003/? [18:07<00:00,  1.84it/s]
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Epoch 0: |          | 2004/? [18:07<00:00,  1.84it/s]
Epoch 0: |          | 2004/? [18:07<00:00,  1.84it/s]
Epoch 0: |          | 2005/? [18:08<00:00,  1.84it/s]
Epoch 0: |          | 2005/? [18:08<00:00,  1.84it/s]
Epoch 0: |          | 2006/? [18:08<00:00,  1.84it/s]
Epoch 0: |          | 2006/? [18:08<00:00,  1.84it/s]
Epoch 0: |          | 2007/? [18:09<00:00,  1.84it/s]
Epoch 0: |          | 2007/? [18:09<00:00,  1.84it/s]
Epoch 0: |          | 2008/? [18:09<00:00,  1.84it/s]
Epoch 0: |          | 2008/? [18:09<00:00,  1.84it/s]
Epoch 0: |          | 2009/? [18:10<00:00,  1.84it/s]
Epoch 0: |          | 2009/? [18:10<00:00,  1.84it/s]
Epoch 0: |          | 2010/? [18:10<00:00,  1.84it/s]
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Epoch 0: |          | 2021/? [18:15<00:00,  1.84it/s]
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Epoch 0: |          | 2060/? [18:33<00:00,  1.85it/s]
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Epoch 0: |          | 2080/? [18:42<00:00,  1.85it/s]
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Epoch 0: |          | 2081/? [18:42<00:00,  1.85it/s]
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Epoch 0: |          | 2100/? [18:51<00:00,  1.86it/s]
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Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  3.26it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  2.99it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  3.02it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  2.93it/s]

Epoch 0: |          | 2200/? [19:37<00:00,  1.87it/s]
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Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  3.50it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  3.20it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  3.23it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  3.12it/s]

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Epoch 0: |          | 2570/? [22:24<00:00,  1.91it/s]
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Epoch 0: |          | 2571/? [22:24<00:00,  1.91it/s]
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Epoch 0: |          | 2572/? [22:25<00:00,  1.91it/s]
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Epoch 0: |          | 2574/? [22:26<00:00,  1.91it/s]
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Epoch 0: |          | 2576/? [22:27<00:00,  1.91it/s]
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Epoch 0: |          | 2579/? [22:28<00:00,  1.91it/s]
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Epoch 0: |          | 2581/? [22:29<00:00,  1.91it/s]
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Epoch 0: |          | 2589/? [22:32<00:00,  1.91it/s]
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Epoch 0: |          | 2590/? [22:33<00:00,  1.91it/s]
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Epoch 0: |          | 2591/? [22:33<00:00,  1.91it/s]
Epoch 0: |          | 2591/? [22:33<00:00,  1.91it/s]
Epoch 0: |          | 2592/? [22:34<00:00,  1.91it/s]
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Epoch 0: |          | 2593/? [22:34<00:00,  1.91it/s]
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Epoch 0: |          | 2595/? [22:35<00:00,  1.91it/s]
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Epoch 0: |          | 2598/? [22:36<00:00,  1.91it/s]
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Epoch 0: |          | 2599/? [22:37<00:00,  1.91it/s]
Epoch 0: |          | 2599/? [22:37<00:00,  1.91it/s]
Epoch 0: |          | 2600/? [22:37<00:00,  1.92it/s]
Epoch 0: |          | 2600/? [22:37<00:00,  1.92it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  3.40it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  3.13it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  3.17it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  3.09it/s]

Epoch 0: |          | 2600/? [22:38<00:00,  1.91it/s]
Epoch 0: |          | 2601/? [22:39<00:00,  1.91it/s]
Epoch 0: |          | 2601/? [22:39<00:00,  1.91it/s]
Epoch 0: |          | 2602/? [22:39<00:00,  1.91it/s]
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Epoch 0: |          | 2603/? [22:40<00:00,  1.91it/s]
Epoch 0: |          | 2603/? [22:40<00:00,  1.91it/s]
Epoch 0: |          | 2604/? [22:40<00:00,  1.91it/s]
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Epoch 0: |          | 2605/? [22:41<00:00,  1.91it/s]
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Epoch 0: |          | 2606/? [22:41<00:00,  1.91it/s]
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Epoch 0: |          | 2607/? [22:42<00:00,  1.91it/s]
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Epoch 0: |          | 2608/? [22:42<00:00,  1.91it/s]
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Epoch 0: |          | 2609/? [22:42<00:00,  1.91it/s]
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Epoch 0: |          | 2610/? [22:43<00:00,  1.91it/s]
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Epoch 0: |          | 2611/? [22:43<00:00,  1.91it/s]
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Epoch 0: |          | 2612/? [22:44<00:00,  1.91it/s]
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Epoch 0: |          | 2613/? [22:44<00:00,  1.91it/s]
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Epoch 0: |          | 2614/? [22:45<00:00,  1.91it/s]
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Epoch 0: |          | 2615/? [22:45<00:00,  1.91it/s]
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Epoch 0: |          | 2616/? [22:46<00:00,  1.91it/s]
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Epoch 0: |          | 2617/? [22:46<00:00,  1.92it/s]
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Epoch 0: |          | 2618/? [22:46<00:00,  1.92it/s]
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Epoch 0: |          | 2619/? [22:47<00:00,  1.92it/s]
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Epoch 0: |          | 2620/? [22:47<00:00,  1.92it/s]
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Epoch 0: |          | 2621/? [22:48<00:00,  1.92it/s]
Epoch 0: |          | 2621/? [22:48<00:00,  1.92it/s]
Epoch 0: |          | 2622/? [22:48<00:00,  1.92it/s]
Epoch 0: |          | 2622/? [22:48<00:00,  1.92it/s]
Epoch 0: |          | 2623/? [22:49<00:00,  1.92it/s]
Epoch 0: |          | 2623/? [22:49<00:00,  1.92it/s]
Epoch 0: |          | 2624/? [22:49<00:00,  1.92it/s]
Epoch 0: |          | 2624/? [22:49<00:00,  1.92it/s]
Epoch 0: |          | 2625/? [22:50<00:00,  1.92it/s]
Epoch 0: |          | 2625/? [22:50<00:00,  1.92it/s]
Epoch 0: |          | 2626/? [22:50<00:00,  1.92it/s]
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Epoch 0: |          | 2627/? [22:51<00:00,  1.92it/s]
Epoch 0: |          | 2627/? [22:51<00:00,  1.92it/s]
Epoch 0: |          | 2628/? [22:51<00:00,  1.92it/s]
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Epoch 0: |          | 2629/? [22:51<00:00,  1.92it/s]
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Epoch 0: |          | 2630/? [22:52<00:00,  1.92it/s]
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Epoch 0: |          | 2631/? [22:52<00:00,  1.92it/s]
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Epoch 0: |          | 2632/? [22:53<00:00,  1.92it/s]
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Epoch 0: |          | 2633/? [22:53<00:00,  1.92it/s]
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Epoch 0: |          | 2634/? [22:54<00:00,  1.92it/s]
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Epoch 0: |          | 2635/? [22:54<00:00,  1.92it/s]
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Epoch 0: |          | 2636/? [22:54<00:00,  1.92it/s]
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Epoch 0: |          | 2637/? [22:55<00:00,  1.92it/s]
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Epoch 0: |          | 2638/? [22:55<00:00,  1.92it/s]
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Epoch 0: |          | 2640/? [22:56<00:00,  1.92it/s]
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Epoch 0: |          | 2641/? [22:57<00:00,  1.92it/s]
Epoch 0: |          | 2641/? [22:57<00:00,  1.92it/s]
Epoch 0: |          | 2642/? [22:57<00:00,  1.92it/s]
Epoch 0: |          | 2642/? [22:57<00:00,  1.92it/s]
Epoch 0: |          | 2643/? [22:58<00:00,  1.92it/s]
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Epoch 0: |          | 2644/? [22:58<00:00,  1.92it/s]
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Epoch 0: |          | 2645/? [22:58<00:00,  1.92it/s]
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Epoch 0: |          | 2646/? [22:59<00:00,  1.92it/s]
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Epoch 0: |          | 2648/? [23:00<00:00,  1.92it/s]
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Epoch 0: |          | 2649/? [23:00<00:00,  1.92it/s]
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Epoch 0: |          | 2650/? [23:01<00:00,  1.92it/s]
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Epoch 0: |          | 2651/? [23:01<00:00,  1.92it/s]
Epoch 0: |          | 2651/? [23:01<00:00,  1.92it/s]
Epoch 0: |          | 2652/? [23:02<00:00,  1.92it/s]
Epoch 0: |          | 2652/? [23:02<00:00,  1.92it/s]
Epoch 0: |          | 2653/? [23:02<00:00,  1.92it/s]
Epoch 0: |          | 2653/? [23:02<00:00,  1.92it/s]
Epoch 0: |          | 2654/? [23:02<00:00,  1.92it/s]
Epoch 0: |          | 2654/? [23:02<00:00,  1.92it/s]
Epoch 0: |          | 2655/? [23:03<00:00,  1.92it/s]
Epoch 0: |          | 2655/? [23:03<00:00,  1.92it/s]
Epoch 0: |          | 2656/? [23:03<00:00,  1.92it/s]
Epoch 0: |          | 2656/? [23:03<00:00,  1.92it/s]
Epoch 0: |          | 2657/? [23:04<00:00,  1.92it/s]
Epoch 0: |          | 2657/? [23:04<00:00,  1.92it/s]
Epoch 0: |          | 2658/? [23:04<00:00,  1.92it/s]
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Epoch 0: |          | 2659/? [23:05<00:00,  1.92it/s]
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Epoch 0: |          | 2660/? [23:05<00:00,  1.92it/s]
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Epoch 0: |          | 2661/? [23:05<00:00,  1.92it/s]
Epoch 0: |          | 2661/? [23:05<00:00,  1.92it/s]
Epoch 0: |          | 2662/? [23:06<00:00,  1.92it/s]
Epoch 0: |          | 2662/? [23:06<00:00,  1.92it/s]
Epoch 0: |          | 2663/? [23:06<00:00,  1.92it/s]
Epoch 0: |          | 2663/? [23:06<00:00,  1.92it/s]
Epoch 0: |          | 2664/? [23:07<00:00,  1.92it/s]
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Epoch 0: |          | 2665/? [23:07<00:00,  1.92it/s]
Epoch 0: |          | 2665/? [23:07<00:00,  1.92it/s]
Epoch 0: |          | 2666/? [23:08<00:00,  1.92it/s]
Epoch 0: |          | 2666/? [23:08<00:00,  1.92it/s]
Epoch 0: |          | 2667/? [23:08<00:00,  1.92it/s]
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Epoch 0: |          | 2668/? [23:09<00:00,  1.92it/s]
Epoch 0: |          | 2668/? [23:09<00:00,  1.92it/s]
Epoch 0: |          | 2669/? [23:09<00:00,  1.92it/s]
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Epoch 0: |          | 2670/? [23:10<00:00,  1.92it/s]
Epoch 0: |          | 2670/? [23:10<00:00,  1.92it/s]
Epoch 0: |          | 2671/? [23:10<00:00,  1.92it/s]
Epoch 0: |          | 2671/? [23:10<00:00,  1.92it/s]
Epoch 0: |          | 2672/? [23:10<00:00,  1.92it/s]
Epoch 0: |          | 2672/? [23:10<00:00,  1.92it/s]
Epoch 0: |          | 2673/? [23:11<00:00,  1.92it/s]
Epoch 0: |          | 2673/? [23:11<00:00,  1.92it/s]
Epoch 0: |          | 2674/? [23:11<00:00,  1.92it/s]
Epoch 0: |          | 2674/? [23:11<00:00,  1.92it/s]
Epoch 0: |          | 2675/? [23:12<00:00,  1.92it/s]
Epoch 0: |          | 2675/? [23:12<00:00,  1.92it/s]
Epoch 0: |          | 2676/? [23:12<00:00,  1.92it/s]
Epoch 0: |          | 2676/? [23:12<00:00,  1.92it/s]
Epoch 0: |          | 2677/? [23:13<00:00,  1.92it/s]
Epoch 0: |          | 2677/? [23:13<00:00,  1.92it/s]
Epoch 0: |          | 2678/? [23:13<00:00,  1.92it/s]
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Epoch 0: |          | 2679/? [23:14<00:00,  1.92it/s]
Epoch 0: |          | 2679/? [23:14<00:00,  1.92it/s]
Epoch 0: |          | 2680/? [23:14<00:00,  1.92it/s]
Epoch 0: |          | 2680/? [23:14<00:00,  1.92it/s]
Epoch 0: |          | 2681/? [23:14<00:00,  1.92it/s]
Epoch 0: |          | 2681/? [23:14<00:00,  1.92it/s]
Epoch 0: |          | 2682/? [23:15<00:00,  1.92it/s]
Epoch 0: |          | 2682/? [23:15<00:00,  1.92it/s]
Epoch 0: |          | 2683/? [23:15<00:00,  1.92it/s]
Epoch 0: |          | 2683/? [23:15<00:00,  1.92it/s]
Epoch 0: |          | 2684/? [23:16<00:00,  1.92it/s]
Epoch 0: |          | 2684/? [23:16<00:00,  1.92it/s]
Epoch 0: |          | 2685/? [23:16<00:00,  1.92it/s]
Epoch 0: |          | 2685/? [23:16<00:00,  1.92it/s]
Epoch 0: |          | 2686/? [23:17<00:00,  1.92it/s]
Epoch 0: |          | 2686/? [23:17<00:00,  1.92it/s]
Epoch 0: |          | 2687/? [23:17<00:00,  1.92it/s]
Epoch 0: |          | 2687/? [23:17<00:00,  1.92it/s]
Epoch 0: |          | 2688/? [23:17<00:00,  1.92it/s]
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Epoch 0: |          | 2689/? [23:18<00:00,  1.92it/s]
Epoch 0: |          | 2689/? [23:18<00:00,  1.92it/s]
Epoch 0: |          | 2690/? [23:18<00:00,  1.92it/s]
Epoch 0: |          | 2690/? [23:18<00:00,  1.92it/s]
Epoch 0: |          | 2691/? [23:19<00:00,  1.92it/s]
Epoch 0: |          | 2691/? [23:19<00:00,  1.92it/s]
Epoch 0: |          | 2692/? [23:19<00:00,  1.92it/s]
Epoch 0: |          | 2692/? [23:19<00:00,  1.92it/s]
Epoch 0: |          | 2693/? [23:20<00:00,  1.92it/s]
Epoch 0: |          | 2693/? [23:20<00:00,  1.92it/s]
Epoch 0: |          | 2694/? [23:20<00:00,  1.92it/s]
Epoch 0: |          | 2694/? [23:20<00:00,  1.92it/s]
Epoch 0: |          | 2695/? [23:20<00:00,  1.92it/s]
Epoch 0: |          | 2695/? [23:20<00:00,  1.92it/s]
Epoch 0: |          | 2696/? [23:21<00:00,  1.92it/s]
Epoch 0: |          | 2696/? [23:21<00:00,  1.92it/s]
Epoch 0: |          | 2697/? [23:21<00:00,  1.92it/s]
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Epoch 0: |          | 2702/? [23:24<00:00,  1.92it/s]
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Epoch 0: |          | 2705/? [23:25<00:00,  1.92it/s]
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Epoch 0: |          | 2707/? [23:26<00:00,  1.92it/s]
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Epoch 0: |          | 2709/? [23:27<00:00,  1.93it/s]
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Epoch 0: |          | 2711/? [23:28<00:00,  1.93it/s]
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Epoch 0: |          | 2712/? [23:28<00:00,  1.93it/s]
Epoch 0: |          | 2712/? [23:28<00:00,  1.93it/s]
Epoch 0: |          | 2713/? [23:28<00:00,  1.93it/s]
Epoch 0: |          | 2713/? [23:28<00:00,  1.93it/s]
Epoch 0: |          | 2714/? [23:29<00:00,  1.93it/s]
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Epoch 0: |          | 2715/? [23:29<00:00,  1.93it/s]
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Epoch 0: |          | 2716/? [23:30<00:00,  1.93it/s]
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Epoch 0: |          | 2718/? [23:31<00:00,  1.93it/s]
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Epoch 0: |          | 2719/? [23:31<00:00,  1.93it/s]
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Epoch 0: |          | 2720/? [23:32<00:00,  1.93it/s]
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Epoch 0: |          | 2721/? [23:32<00:00,  1.93it/s]
Epoch 0: |          | 2721/? [23:32<00:00,  1.93it/s]
Epoch 0: |          | 2722/? [23:32<00:00,  1.93it/s]
Epoch 0: |          | 2722/? [23:32<00:00,  1.93it/s]
Epoch 0: |          | 2723/? [23:33<00:00,  1.93it/s]
Epoch 0: |          | 2723/? [23:33<00:00,  1.93it/s]
Epoch 0: |          | 2724/? [23:33<00:00,  1.93it/s]
Epoch 0: |          | 2724/? [23:33<00:00,  1.93it/s]
Epoch 0: |          | 2725/? [23:34<00:00,  1.93it/s]
Epoch 0: |          | 2725/? [23:34<00:00,  1.93it/s]
Epoch 0: |          | 2726/? [23:34<00:00,  1.93it/s]
Epoch 0: |          | 2726/? [23:34<00:00,  1.93it/s]
Epoch 0: |          | 2727/? [23:35<00:00,  1.93it/s]
Epoch 0: |          | 2727/? [23:35<00:00,  1.93it/s]
Epoch 0: |          | 2728/? [23:35<00:00,  1.93it/s]
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Epoch 0: |          | 2729/? [23:35<00:00,  1.93it/s]
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Epoch 0: |          | 2730/? [23:36<00:00,  1.93it/s]
Epoch 0: |          | 2730/? [23:36<00:00,  1.93it/s]
Epoch 0: |          | 2731/? [23:36<00:00,  1.93it/s]
Epoch 0: |          | 2731/? [23:36<00:00,  1.93it/s]
Epoch 0: |          | 2732/? [23:37<00:00,  1.93it/s]
Epoch 0: |          | 2732/? [23:37<00:00,  1.93it/s]
Epoch 0: |          | 2733/? [23:37<00:00,  1.93it/s]
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Epoch 0: |          | 2734/? [23:38<00:00,  1.93it/s]
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Epoch 0: |          | 2735/? [23:38<00:00,  1.93it/s]
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Epoch 0: |          | 2736/? [23:39<00:00,  1.93it/s]
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Epoch 0: |          | 2737/? [23:39<00:00,  1.93it/s]
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Epoch 0: |          | 2738/? [23:39<00:00,  1.93it/s]
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Epoch 0: |          | 2739/? [23:40<00:00,  1.93it/s]
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Epoch 0: |          | 2740/? [23:40<00:00,  1.93it/s]
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Epoch 0: |          | 2741/? [23:41<00:00,  1.93it/s]
Epoch 0: |          | 2741/? [23:41<00:00,  1.93it/s]
Epoch 0: |          | 2742/? [23:41<00:00,  1.93it/s]
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Epoch 0: |          | 2743/? [23:42<00:00,  1.93it/s]
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Epoch 0: |          | 2745/? [23:42<00:00,  1.93it/s]
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Epoch 0: |          | 2746/? [23:43<00:00,  1.93it/s]
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Epoch 0: |          | 2747/? [23:43<00:00,  1.93it/s]
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Epoch 0: |          | 2748/? [23:44<00:00,  1.93it/s]
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Epoch 0: |          | 2749/? [23:44<00:00,  1.93it/s]
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Epoch 0: |          | 2750/? [23:45<00:00,  1.93it/s]
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Epoch 0: |          | 2751/? [23:45<00:00,  1.93it/s]
Epoch 0: |          | 2751/? [23:45<00:00,  1.93it/s]
Epoch 0: |          | 2752/? [23:46<00:00,  1.93it/s]
Epoch 0: |          | 2752/? [23:46<00:00,  1.93it/s]
Epoch 0: |          | 2753/? [23:46<00:00,  1.93it/s]
Epoch 0: |          | 2753/? [23:46<00:00,  1.93it/s]
Epoch 0: |          | 2754/? [23:46<00:00,  1.93it/s]
Epoch 0: |          | 2754/? [23:46<00:00,  1.93it/s]
Epoch 0: |          | 2755/? [23:47<00:00,  1.93it/s]
Epoch 0: |          | 2755/? [23:47<00:00,  1.93it/s]
Epoch 0: |          | 2756/? [23:47<00:00,  1.93it/s]
Epoch 0: |          | 2756/? [23:47<00:00,  1.93it/s]
Epoch 0: |          | 2757/? [23:48<00:00,  1.93it/s]
Epoch 0: |          | 2757/? [23:48<00:00,  1.93it/s]
Epoch 0: |          | 2758/? [23:48<00:00,  1.93it/s]
Epoch 0: |          | 2758/? [23:48<00:00,  1.93it/s]
Epoch 0: |          | 2759/? [23:49<00:00,  1.93it/s]
Epoch 0: |          | 2759/? [23:49<00:00,  1.93it/s]
Epoch 0: |          | 2760/? [23:49<00:00,  1.93it/s]
Epoch 0: |          | 2760/? [23:49<00:00,  1.93it/s]
Epoch 0: |          | 2761/? [23:50<00:00,  1.93it/s]
Epoch 0: |          | 2761/? [23:50<00:00,  1.93it/s]
Epoch 0: |          | 2762/? [23:50<00:00,  1.93it/s]
Epoch 0: |          | 2762/? [23:50<00:00,  1.93it/s]
Epoch 0: |          | 2763/? [23:50<00:00,  1.93it/s]
Epoch 0: |          | 2763/? [23:50<00:00,  1.93it/s]
Epoch 0: |          | 2764/? [23:51<00:00,  1.93it/s]
Epoch 0: |          | 2764/? [23:51<00:00,  1.93it/s]
Epoch 0: |          | 2765/? [23:51<00:00,  1.93it/s]
Epoch 0: |          | 2765/? [23:51<00:00,  1.93it/s]
Epoch 0: |          | 2766/? [23:52<00:00,  1.93it/s]
Epoch 0: |          | 2766/? [23:52<00:00,  1.93it/s]
Epoch 0: |          | 2767/? [23:52<00:00,  1.93it/s]
Epoch 0: |          | 2767/? [23:52<00:00,  1.93it/s]
Epoch 0: |          | 2768/? [23:53<00:00,  1.93it/s]
Epoch 0: |          | 2768/? [23:53<00:00,  1.93it/s]
Epoch 0: |          | 2769/? [23:53<00:00,  1.93it/s]
Epoch 0: |          | 2769/? [23:53<00:00,  1.93it/s]
Epoch 0: |          | 2770/? [23:53<00:00,  1.93it/s]
Epoch 0: |          | 2770/? [23:53<00:00,  1.93it/s]
Epoch 0: |          | 2771/? [23:54<00:00,  1.93it/s]
Epoch 0: |          | 2771/? [23:54<00:00,  1.93it/s]
Epoch 0: |          | 2772/? [23:54<00:00,  1.93it/s]
Epoch 0: |          | 2772/? [23:54<00:00,  1.93it/s]
Epoch 0: |          | 2773/? [23:55<00:00,  1.93it/s]
Epoch 0: |          | 2773/? [23:55<00:00,  1.93it/s]
Epoch 0: |          | 2774/? [23:55<00:00,  1.93it/s]
Epoch 0: |          | 2774/? [23:55<00:00,  1.93it/s]
Epoch 0: |          | 2775/? [23:56<00:00,  1.93it/s]
Epoch 0: |          | 2775/? [23:56<00:00,  1.93it/s]
Epoch 0: |          | 2776/? [23:56<00:00,  1.93it/s]
Epoch 0: |          | 2776/? [23:56<00:00,  1.93it/s]
Epoch 0: |          | 2777/? [23:57<00:00,  1.93it/s]
Epoch 0: |          | 2777/? [23:57<00:00,  1.93it/s]
Epoch 0: |          | 2778/? [23:57<00:00,  1.93it/s]
Epoch 0: |          | 2778/? [23:57<00:00,  1.93it/s]
Epoch 0: |          | 2779/? [23:57<00:00,  1.93it/s]
Epoch 0: |          | 2779/? [23:57<00:00,  1.93it/s]
Epoch 0: |          | 2780/? [23:58<00:00,  1.93it/s]
Epoch 0: |          | 2780/? [23:58<00:00,  1.93it/s]
Epoch 0: |          | 2781/? [23:58<00:00,  1.93it/s]
Epoch 0: |          | 2781/? [23:58<00:00,  1.93it/s]
Epoch 0: |          | 2782/? [23:59<00:00,  1.93it/s]
Epoch 0: |          | 2782/? [23:59<00:00,  1.93it/s]
Epoch 0: |          | 2783/? [23:59<00:00,  1.93it/s]
Epoch 0: |          | 2783/? [23:59<00:00,  1.93it/s]
Epoch 0: |          | 2784/? [24:00<00:00,  1.93it/s]
Epoch 0: |          | 2784/? [24:00<00:00,  1.93it/s]
Epoch 0: |          | 2785/? [24:00<00:00,  1.93it/s]
Epoch 0: |          | 2785/? [24:00<00:00,  1.93it/s]
Epoch 0: |          | 2786/? [24:00<00:00,  1.93it/s]
Epoch 0: |          | 2786/? [24:00<00:00,  1.93it/s]
Epoch 0: |          | 2787/? [24:01<00:00,  1.93it/s]
Epoch 0: |          | 2787/? [24:01<00:00,  1.93it/s]
Epoch 0: |          | 2788/? [24:01<00:00,  1.93it/s]
Epoch 0: |          | 2788/? [24:01<00:00,  1.93it/s]
Epoch 0: |          | 2789/? [24:02<00:00,  1.93it/s]
Epoch 0: |          | 2789/? [24:02<00:00,  1.93it/s]
Epoch 0: |          | 2790/? [24:02<00:00,  1.93it/s]
Epoch 0: |          | 2790/? [24:02<00:00,  1.93it/s]
Epoch 0: |          | 2791/? [24:03<00:00,  1.93it/s]
Epoch 0: |          | 2791/? [24:03<00:00,  1.93it/s]
Epoch 0: |          | 2792/? [24:03<00:00,  1.93it/s]
Epoch 0: |          | 2792/? [24:03<00:00,  1.93it/s]
Epoch 0: |          | 2793/? [24:03<00:00,  1.93it/s]
Epoch 0: |          | 2793/? [24:03<00:00,  1.93it/s]
Epoch 0: |          | 2794/? [24:04<00:00,  1.93it/s]
Epoch 0: |          | 2794/? [24:04<00:00,  1.93it/s]
Epoch 0: |          | 2795/? [24:04<00:00,  1.93it/s]
Epoch 0: |          | 2795/? [24:04<00:00,  1.93it/s]
Epoch 0: |          | 2796/? [24:05<00:00,  1.93it/s]
Epoch 0: |          | 2796/? [24:05<00:00,  1.93it/s]
Epoch 0: |          | 2797/? [24:05<00:00,  1.93it/s]
Epoch 0: |          | 2797/? [24:05<00:00,  1.93it/s]
Epoch 0: |          | 2798/? [24:06<00:00,  1.93it/s]
Epoch 0: |          | 2798/? [24:06<00:00,  1.93it/s]
Epoch 0: |          | 2799/? [24:06<00:00,  1.93it/s]
Epoch 0: |          | 2799/? [24:06<00:00,  1.93it/s]
Epoch 0: |          | 2800/? [24:07<00:00,  1.94it/s]
Epoch 0: |          | 2800/? [24:07<00:00,  1.94it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  3.83it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  3.48it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  3.51it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  3.40it/s]

Epoch 0: |          | 2800/? [24:08<00:00,  1.93it/s]
Epoch 0: |          | 2801/? [24:08<00:00,  1.93it/s]
Epoch 0: |          | 2801/? [24:08<00:00,  1.93it/s]
Epoch 0: |          | 2802/? [24:09<00:00,  1.93it/s]
Epoch 0: |          | 2802/? [24:09<00:00,  1.93it/s]
Epoch 0: |          | 2803/? [24:09<00:00,  1.93it/s]
Epoch 0: |          | 2803/? [24:09<00:00,  1.93it/s]
Epoch 0: |          | 2804/? [24:09<00:00,  1.93it/s]
Epoch 0: |          | 2804/? [24:09<00:00,  1.93it/s]
Epoch 0: |          | 2805/? [24:10<00:00,  1.93it/s]
Epoch 0: |          | 2805/? [24:10<00:00,  1.93it/s]
Epoch 0: |          | 2806/? [24:10<00:00,  1.93it/s]
Epoch 0: |          | 2806/? [24:10<00:00,  1.93it/s]
Epoch 0: |          | 2807/? [24:11<00:00,  1.93it/s]
Epoch 0: |          | 2807/? [24:11<00:00,  1.93it/s]
Epoch 0: |          | 2808/? [24:11<00:00,  1.93it/s]
Epoch 0: |          | 2808/? [24:11<00:00,  1.93it/s]
Epoch 0: |          | 2809/? [24:12<00:00,  1.93it/s]
Epoch 0: |          | 2809/? [24:12<00:00,  1.93it/s]
Epoch 0: |          | 2810/? [24:12<00:00,  1.93it/s]
Epoch 0: |          | 2810/? [24:12<00:00,  1.93it/s]
Epoch 0: |          | 2811/? [24:12<00:00,  1.93it/s]
Epoch 0: |          | 2811/? [24:12<00:00,  1.93it/s]
Epoch 0: |          | 2812/? [24:13<00:00,  1.93it/s]
Epoch 0: |          | 2812/? [24:13<00:00,  1.93it/s]
Epoch 0: |          | 2813/? [24:13<00:00,  1.93it/s]
Epoch 0: |          | 2813/? [24:13<00:00,  1.93it/s]
Epoch 0: |          | 2814/? [24:14<00:00,  1.93it/s]
Epoch 0: |          | 2814/? [24:14<00:00,  1.93it/s]
Epoch 0: |          | 2815/? [24:14<00:00,  1.94it/s]
Epoch 0: |          | 2815/? [24:14<00:00,  1.94it/s]
Epoch 0: |          | 2816/? [24:15<00:00,  1.94it/s]
Epoch 0: |          | 2816/? [24:15<00:00,  1.94it/s]
Epoch 0: |          | 2817/? [24:15<00:00,  1.94it/s]
Epoch 0: |          | 2817/? [24:15<00:00,  1.94it/s]
Epoch 0: |          | 2818/? [24:16<00:00,  1.94it/s]
Epoch 0: |          | 2818/? [24:16<00:00,  1.94it/s]
Epoch 0: |          | 2819/? [24:16<00:00,  1.94it/s]
Epoch 0: |          | 2819/? [24:16<00:00,  1.94it/s]
Epoch 0: |          | 2820/? [24:16<00:00,  1.94it/s]
Epoch 0: |          | 2820/? [24:16<00:00,  1.94it/s]
Epoch 0: |          | 2821/? [24:17<00:00,  1.94it/s]
Epoch 0: |          | 2821/? [24:17<00:00,  1.94it/s]
Epoch 0: |          | 2822/? [24:17<00:00,  1.94it/s]
Epoch 0: |          | 2822/? [24:17<00:00,  1.94it/s]
Epoch 0: |          | 2823/? [24:18<00:00,  1.94it/s]
Epoch 0: |          | 2823/? [24:18<00:00,  1.94it/s]
Epoch 0: |          | 2824/? [24:18<00:00,  1.94it/s]
Epoch 0: |          | 2824/? [24:18<00:00,  1.94it/s]
Epoch 0: |          | 2825/? [24:19<00:00,  1.94it/s]
Epoch 0: |          | 2825/? [24:19<00:00,  1.94it/s]
Epoch 0: |          | 2826/? [24:19<00:00,  1.94it/s]
Epoch 0: |          | 2826/? [24:19<00:00,  1.94it/s]
Epoch 0: |          | 2827/? [24:19<00:00,  1.94it/s]
Epoch 0: |          | 2827/? [24:19<00:00,  1.94it/s]
Epoch 0: |          | 2828/? [24:20<00:00,  1.94it/s]
Epoch 0: |          | 2828/? [24:20<00:00,  1.94it/s]
Epoch 0: |          | 2829/? [24:20<00:00,  1.94it/s]
Epoch 0: |          | 2829/? [24:20<00:00,  1.94it/s]
Epoch 0: |          | 2830/? [24:21<00:00,  1.94it/s]
Epoch 0: |          | 2830/? [24:21<00:00,  1.94it/s]
Epoch 0: |          | 2831/? [24:21<00:00,  1.94it/s]
Epoch 0: |          | 2831/? [24:21<00:00,  1.94it/s]
Epoch 0: |          | 2832/? [24:22<00:00,  1.94it/s]
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Epoch 0: |          | 2861/? [24:34<00:00,  1.94it/s]
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Epoch 0: |          | 2862/? [24:35<00:00,  1.94it/s]
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Epoch 0: |          | 2871/? [24:39<00:00,  1.94it/s]
Epoch 0: |          | 2871/? [24:39<00:00,  1.94it/s]
Epoch 0: |          | 2872/? [24:39<00:00,  1.94it/s]
Epoch 0: |          | 2872/? [24:39<00:00,  1.94it/s]
Epoch 0: |          | 2873/? [24:39<00:00,  1.94it/s]
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Epoch 0: |          | 2874/? [24:40<00:00,  1.94it/s]
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Epoch 0: |          | 2881/? [24:43<00:00,  1.94it/s]
Epoch 0: |          | 2881/? [24:43<00:00,  1.94it/s]
Epoch 0: |          | 2882/? [24:43<00:00,  1.94it/s]
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Epoch 0: |          | 2883/? [24:44<00:00,  1.94it/s]
Epoch 0: |          | 2883/? [24:44<00:00,  1.94it/s]
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Epoch 0: |          | 2889/? [24:46<00:00,  1.94it/s]
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Epoch 0: |          | 2891/? [24:47<00:00,  1.94it/s]
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Epoch 0: |          | 2892/? [24:48<00:00,  1.94it/s]
Epoch 0: |          | 2892/? [24:48<00:00,  1.94it/s]
Epoch 0: |          | 2893/? [24:48<00:00,  1.94it/s]
Epoch 0: |          | 2893/? [24:48<00:00,  1.94it/s]
Epoch 0: |          | 2894/? [24:48<00:00,  1.94it/s]
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Epoch 0: |          | 2896/? [24:49<00:00,  1.94it/s]
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Epoch 0: |          | 2897/? [24:50<00:00,  1.94it/s]
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Epoch 0: |          | 2898/? [24:50<00:00,  1.94it/s]
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Epoch 0: |          | 2900/? [24:51<00:00,  1.94it/s]
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Epoch 0: |          | 2901/? [24:52<00:00,  1.94it/s]
Epoch 0: |          | 2901/? [24:52<00:00,  1.94it/s]
Epoch 0: |          | 2902/? [24:52<00:00,  1.94it/s]
Epoch 0: |          | 2902/? [24:52<00:00,  1.94it/s]
Epoch 0: |          | 2903/? [24:52<00:00,  1.94it/s]
Epoch 0: |          | 2903/? [24:52<00:00,  1.94it/s]
Epoch 0: |          | 2904/? [24:53<00:00,  1.94it/s]
Epoch 0: |          | 2904/? [24:53<00:00,  1.94it/s]
Epoch 0: |          | 2905/? [24:53<00:00,  1.94it/s]
Epoch 0: |          | 2905/? [24:53<00:00,  1.94it/s]
Epoch 0: |          | 2906/? [24:54<00:00,  1.94it/s]
Epoch 0: |          | 2906/? [24:54<00:00,  1.94it/s]
Epoch 0: |          | 2907/? [24:54<00:00,  1.95it/s]
Epoch 0: |          | 2907/? [24:54<00:00,  1.95it/s]
Epoch 0: |          | 2908/? [24:55<00:00,  1.95it/s]
Epoch 0: |          | 2908/? [24:55<00:00,  1.95it/s]
Epoch 0: |          | 2909/? [24:55<00:00,  1.95it/s]
Epoch 0: |          | 2909/? [24:55<00:00,  1.95it/s]
Epoch 0: |          | 2910/? [24:55<00:00,  1.95it/s]
Epoch 0: |          | 2910/? [24:55<00:00,  1.95it/s]
Epoch 0: |          | 2911/? [24:56<00:00,  1.95it/s]
Epoch 0: |          | 2911/? [24:56<00:00,  1.95it/s]
Epoch 0: |          | 2912/? [24:56<00:00,  1.95it/s]
Epoch 0: |          | 2912/? [24:56<00:00,  1.95it/s]
Epoch 0: |          | 2913/? [24:57<00:00,  1.95it/s]
Epoch 0: |          | 2913/? [24:57<00:00,  1.95it/s]
Epoch 0: |          | 2914/? [24:57<00:00,  1.95it/s]
Epoch 0: |          | 2914/? [24:57<00:00,  1.95it/s]
Epoch 0: |          | 2915/? [24:58<00:00,  1.95it/s]
Epoch 0: |          | 2915/? [24:58<00:00,  1.95it/s]
Epoch 0: |          | 2916/? [24:58<00:00,  1.95it/s]
Epoch 0: |          | 2916/? [24:58<00:00,  1.95it/s]
Epoch 0: |          | 2917/? [24:58<00:00,  1.95it/s]
Epoch 0: |          | 2917/? [24:58<00:00,  1.95it/s]
Epoch 0: |          | 2918/? [24:59<00:00,  1.95it/s]
Epoch 0: |          | 2918/? [24:59<00:00,  1.95it/s]
Epoch 0: |          | 2919/? [24:59<00:00,  1.95it/s]
Epoch 0: |          | 2919/? [24:59<00:00,  1.95it/s]
Epoch 0: |          | 2920/? [25:00<00:00,  1.95it/s]
Epoch 0: |          | 2920/? [25:00<00:00,  1.95it/s]
Epoch 0: |          | 2921/? [25:00<00:00,  1.95it/s]
Epoch 0: |          | 2921/? [25:00<00:00,  1.95it/s]
Epoch 0: |          | 2922/? [25:01<00:00,  1.95it/s]
Epoch 0: |          | 2922/? [25:01<00:00,  1.95it/s]
Epoch 0: |          | 2923/? [25:01<00:00,  1.95it/s]
Epoch 0: |          | 2923/? [25:01<00:00,  1.95it/s]
Epoch 0: |          | 2924/? [25:01<00:00,  1.95it/s]
Epoch 0: |          | 2924/? [25:01<00:00,  1.95it/s]
Epoch 0: |          | 2925/? [25:02<00:00,  1.95it/s]
Epoch 0: |          | 2925/? [25:02<00:00,  1.95it/s]
Epoch 0: |          | 2926/? [25:02<00:00,  1.95it/s]
Epoch 0: |          | 2926/? [25:02<00:00,  1.95it/s]
Epoch 0: |          | 2927/? [25:03<00:00,  1.95it/s]
Epoch 0: |          | 2927/? [25:03<00:00,  1.95it/s]
Epoch 0: |          | 2928/? [25:03<00:00,  1.95it/s]
Epoch 0: |          | 2928/? [25:03<00:00,  1.95it/s]
Epoch 0: |          | 2929/? [25:04<00:00,  1.95it/s]
Epoch 0: |          | 2929/? [25:04<00:00,  1.95it/s]
Epoch 0: |          | 2930/? [25:04<00:00,  1.95it/s]
Epoch 0: |          | 2930/? [25:04<00:00,  1.95it/s]
Epoch 0: |          | 2931/? [25:04<00:00,  1.95it/s]
Epoch 0: |          | 2931/? [25:04<00:00,  1.95it/s]
Epoch 0: |          | 2932/? [25:05<00:00,  1.95it/s]
Epoch 0: |          | 2932/? [25:05<00:00,  1.95it/s]
Epoch 0: |          | 2933/? [25:05<00:00,  1.95it/s]
Epoch 0: |          | 2933/? [25:05<00:00,  1.95it/s]
Epoch 0: |          | 2934/? [25:06<00:00,  1.95it/s]
Epoch 0: |          | 2934/? [25:06<00:00,  1.95it/s]
Epoch 0: |          | 2935/? [25:06<00:00,  1.95it/s]
Epoch 0: |          | 2935/? [25:06<00:00,  1.95it/s]
Epoch 0: |          | 2936/? [25:07<00:00,  1.95it/s]
Epoch 0: |          | 2936/? [25:07<00:00,  1.95it/s]
Epoch 0: |          | 2937/? [25:07<00:00,  1.95it/s]
Epoch 0: |          | 2937/? [25:07<00:00,  1.95it/s]
Epoch 0: |          | 2938/? [25:07<00:00,  1.95it/s]
Epoch 0: |          | 2938/? [25:07<00:00,  1.95it/s]
Epoch 0: |          | 2939/? [25:08<00:00,  1.95it/s]
Epoch 0: |          | 2939/? [25:08<00:00,  1.95it/s]
Epoch 0: |          | 2940/? [25:08<00:00,  1.95it/s]
Epoch 0: |          | 2940/? [25:08<00:00,  1.95it/s]
Epoch 0: |          | 2941/? [25:09<00:00,  1.95it/s]
Epoch 0: |          | 2941/? [25:09<00:00,  1.95it/s]
Epoch 0: |          | 2942/? [25:09<00:00,  1.95it/s]
Epoch 0: |          | 2942/? [25:09<00:00,  1.95it/s]
Epoch 0: |          | 2943/? [25:10<00:00,  1.95it/s]
Epoch 0: |          | 2943/? [25:10<00:00,  1.95it/s]
Epoch 0: |          | 2944/? [25:10<00:00,  1.95it/s]
Epoch 0: |          | 2944/? [25:10<00:00,  1.95it/s]
Epoch 0: |          | 2945/? [25:10<00:00,  1.95it/s]
Epoch 0: |          | 2945/? [25:10<00:00,  1.95it/s]
Epoch 0: |          | 2946/? [25:11<00:00,  1.95it/s]
Epoch 0: |          | 2946/? [25:11<00:00,  1.95it/s]
Epoch 0: |          | 2947/? [25:11<00:00,  1.95it/s]
Epoch 0: |          | 2947/? [25:11<00:00,  1.95it/s]
Epoch 0: |          | 2948/? [25:12<00:00,  1.95it/s]
Epoch 0: |          | 2948/? [25:12<00:00,  1.95it/s]
Epoch 0: |          | 2949/? [25:12<00:00,  1.95it/s]
Epoch 0: |          | 2949/? [25:12<00:00,  1.95it/s]
Epoch 0: |          | 2950/? [25:13<00:00,  1.95it/s]
Epoch 0: |          | 2950/? [25:13<00:00,  1.95it/s]
Epoch 0: |          | 2951/? [25:13<00:00,  1.95it/s]
Epoch 0: |          | 2951/? [25:13<00:00,  1.95it/s]
Epoch 0: |          | 2952/? [25:13<00:00,  1.95it/s]
Epoch 0: |          | 2952/? [25:13<00:00,  1.95it/s]
Epoch 0: |          | 2953/? [25:14<00:00,  1.95it/s]
Epoch 0: |          | 2953/? [25:14<00:00,  1.95it/s]
Epoch 0: |          | 2954/? [25:14<00:00,  1.95it/s]
Epoch 0: |          | 2954/? [25:14<00:00,  1.95it/s]
Epoch 0: |          | 2955/? [25:15<00:00,  1.95it/s]
Epoch 0: |          | 2955/? [25:15<00:00,  1.95it/s]
Epoch 0: |          | 2956/? [25:15<00:00,  1.95it/s]
Epoch 0: |          | 2956/? [25:15<00:00,  1.95it/s]
Epoch 0: |          | 2957/? [25:16<00:00,  1.95it/s]
Epoch 0: |          | 2957/? [25:16<00:00,  1.95it/s]
Epoch 0: |          | 2958/? [25:16<00:00,  1.95it/s]
Epoch 0: |          | 2958/? [25:16<00:00,  1.95it/s]
Epoch 0: |          | 2959/? [25:17<00:00,  1.95it/s]
Epoch 0: |          | 2959/? [25:17<00:00,  1.95it/s]
Epoch 0: |          | 2960/? [25:17<00:00,  1.95it/s]
Epoch 0: |          | 2960/? [25:17<00:00,  1.95it/s]
Epoch 0: |          | 2961/? [25:17<00:00,  1.95it/s]
Epoch 0: |          | 2961/? [25:17<00:00,  1.95it/s]
Epoch 0: |          | 2962/? [25:18<00:00,  1.95it/s]
Epoch 0: |          | 2962/? [25:18<00:00,  1.95it/s]
Epoch 0: |          | 2963/? [25:18<00:00,  1.95it/s]
Epoch 0: |          | 2963/? [25:18<00:00,  1.95it/s]
Epoch 0: |          | 2964/? [25:19<00:00,  1.95it/s]
Epoch 0: |          | 2964/? [25:19<00:00,  1.95it/s]
Epoch 0: |          | 2965/? [25:19<00:00,  1.95it/s]
Epoch 0: |          | 2965/? [25:19<00:00,  1.95it/s]
Epoch 0: |          | 2966/? [25:20<00:00,  1.95it/s]
Epoch 0: |          | 2966/? [25:20<00:00,  1.95it/s]
Epoch 0: |          | 2967/? [25:20<00:00,  1.95it/s]
Epoch 0: |          | 2967/? [25:20<00:00,  1.95it/s]
Epoch 0: |          | 2968/? [25:20<00:00,  1.95it/s]
Epoch 0: |          | 2968/? [25:20<00:00,  1.95it/s]
Epoch 0: |          | 2969/? [25:21<00:00,  1.95it/s]
Epoch 0: |          | 2969/? [25:21<00:00,  1.95it/s]
Epoch 0: |          | 2970/? [25:21<00:00,  1.95it/s]
Epoch 0: |          | 2970/? [25:21<00:00,  1.95it/s]
Epoch 0: |          | 2971/? [25:22<00:00,  1.95it/s]
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Epoch 0: |          | 2972/? [25:22<00:00,  1.95it/s]
Epoch 0: |          | 2972/? [25:22<00:00,  1.95it/s]
Epoch 0: |          | 2973/? [25:23<00:00,  1.95it/s]
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Epoch 0: |          | 2976/? [25:24<00:00,  1.95it/s]
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Epoch 0: |          | 2978/? [25:25<00:00,  1.95it/s]
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Epoch 0: |          | 2980/? [25:26<00:00,  1.95it/s]
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Epoch 0: |          | 2982/? [25:26<00:00,  1.95it/s]
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Epoch 0: |          | 2983/? [25:27<00:00,  1.95it/s]
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Epoch 0: |          | 2984/? [25:27<00:00,  1.95it/s]
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Epoch 0: |          | 2985/? [25:28<00:00,  1.95it/s]
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Epoch 0: |          | 2987/? [25:29<00:00,  1.95it/s]
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Epoch 0: |          | 2989/? [25:29<00:00,  1.95it/s]
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Epoch 0: |          | 2990/? [25:30<00:00,  1.95it/s]
Epoch 0: |          | 2990/? [25:30<00:00,  1.95it/s]
Epoch 0: |          | 2991/? [25:30<00:00,  1.95it/s]
Epoch 0: |          | 2991/? [25:30<00:00,  1.95it/s]
Epoch 0: |          | 2992/? [25:31<00:00,  1.95it/s]
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Epoch 0: |          | 2993/? [25:31<00:00,  1.95it/s]
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Epoch 0: |          | 2994/? [25:32<00:00,  1.95it/s]
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Epoch 0: |          | 2995/? [25:32<00:00,  1.95it/s]
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Epoch 0: |          | 2996/? [25:33<00:00,  1.95it/s]
Epoch 0: |          | 2996/? [25:33<00:00,  1.95it/s]
Epoch 0: |          | 2997/? [25:33<00:00,  1.95it/s]
Epoch 0: |          | 2997/? [25:33<00:00,  1.95it/s]
Epoch 0: |          | 2998/? [25:33<00:00,  1.95it/s]
Epoch 0: |          | 2998/? [25:33<00:00,  1.95it/s]
Epoch 0: |          | 2999/? [25:34<00:00,  1.95it/s]
Epoch 0: |          | 2999/? [25:34<00:00,  1.95it/s]
Epoch 0: |          | 3000/? [25:34<00:00,  1.95it/s]
Epoch 0: |          | 3000/? [25:34<00:00,  1.95it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  3.81it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  3.49it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  3.51it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  3.42it/s]

Epoch 0: |          | 3000/? [25:35<00:00,  1.95it/s]
Epoch 0: |          | 3001/? [25:36<00:00,  1.95it/s]
Epoch 0: |          | 3001/? [25:36<00:00,  1.95it/s]
Epoch 0: |          | 3002/? [25:36<00:00,  1.95it/s]
Epoch 0: |          | 3002/? [25:36<00:00,  1.95it/s]
Epoch 0: |          | 3003/? [25:37<00:00,  1.95it/s]
Epoch 0: |          | 3003/? [25:37<00:00,  1.95it/s]
Epoch 0: |          | 3004/? [25:37<00:00,  1.95it/s]
Epoch 0: |          | 3004/? [25:37<00:00,  1.95it/s]
Epoch 0: |          | 3005/? [25:38<00:00,  1.95it/s]
Epoch 0: |          | 3005/? [25:38<00:00,  1.95it/s]
Epoch 0: |          | 3006/? [25:38<00:00,  1.95it/s]
Epoch 0: |          | 3006/? [25:38<00:00,  1.95it/s]
Epoch 0: |          | 3007/? [25:38<00:00,  1.95it/s]
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Epoch 0: |          | 3008/? [25:39<00:00,  1.95it/s]
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Epoch 0: |          | 3009/? [25:39<00:00,  1.95it/s]
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Epoch 0: |          | 3010/? [25:40<00:00,  1.95it/s]
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Epoch 0: |          | 3011/? [25:40<00:00,  1.95it/s]
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Epoch 0: |          | 3012/? [25:41<00:00,  1.95it/s]
Epoch 0: |          | 3012/? [25:41<00:00,  1.95it/s]
Epoch 0: |          | 3013/? [25:41<00:00,  1.95it/s]
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Epoch 0: |          | 3014/? [25:42<00:00,  1.95it/s]
Epoch 0: |          | 3014/? [25:42<00:00,  1.95it/s]
Epoch 0: |          | 3015/? [25:42<00:00,  1.95it/s]
Epoch 0: |          | 3015/? [25:42<00:00,  1.95it/s]
Epoch 0: |          | 3016/? [25:42<00:00,  1.95it/s]
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Epoch 0: |          | 3017/? [25:43<00:00,  1.95it/s]
Epoch 0: |          | 3017/? [25:43<00:00,  1.95it/s]
Epoch 0: |          | 3018/? [25:43<00:00,  1.95it/s]
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Epoch 0: |          | 3019/? [25:44<00:00,  1.96it/s]
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Epoch 0: |          | 3020/? [25:44<00:00,  1.96it/s]
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Epoch 0: |          | 3021/? [25:45<00:00,  1.96it/s]
Epoch 0: |          | 3021/? [25:45<00:00,  1.96it/s]
Epoch 0: |          | 3022/? [25:45<00:00,  1.96it/s]
Epoch 0: |          | 3022/? [25:45<00:00,  1.96it/s]
Epoch 0: |          | 3023/? [25:45<00:00,  1.96it/s]
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Epoch 0: |          | 3024/? [25:46<00:00,  1.96it/s]
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Epoch 0: |          | 3025/? [25:46<00:00,  1.96it/s]
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Epoch 0: |          | 3026/? [25:47<00:00,  1.96it/s]
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Epoch 0: |          | 3027/? [25:47<00:00,  1.96it/s]
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Epoch 0: |          | 3028/? [25:48<00:00,  1.96it/s]
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Epoch 0: |          | 3029/? [25:48<00:00,  1.96it/s]
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Epoch 0: |          | 3030/? [25:48<00:00,  1.96it/s]
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Epoch 0: |          | 3031/? [25:49<00:00,  1.96it/s]
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Epoch 0: |          | 3032/? [25:49<00:00,  1.96it/s]
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Epoch 0: |          | 3033/? [25:50<00:00,  1.96it/s]
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Epoch 0: |          | 3034/? [25:50<00:00,  1.96it/s]
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Epoch 0: |          | 3035/? [25:51<00:00,  1.96it/s]
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Epoch 0: |          | 3036/? [25:51<00:00,  1.96it/s]
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Epoch 0: |          | 3037/? [25:51<00:00,  1.96it/s]
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Epoch 0: |          | 3038/? [25:52<00:00,  1.96it/s]
Epoch 0: |          | 3038/? [25:52<00:00,  1.96it/s]
Epoch 0: |          | 3039/? [25:52<00:00,  1.96it/s]
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Epoch 0: |          | 3040/? [25:53<00:00,  1.96it/s]
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Epoch 0: |          | 3041/? [25:53<00:00,  1.96it/s]
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Epoch 0: |          | 3045/? [25:55<00:00,  1.96it/s]
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Epoch 0: |          | 3048/? [25:56<00:00,  1.96it/s]
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Epoch 0: |          | 3049/? [25:57<00:00,  1.96it/s]
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Epoch 0: |          | 3050/? [25:57<00:00,  1.96it/s]
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Epoch 0: |          | 3051/? [25:58<00:00,  1.96it/s]
Epoch 0: |          | 3051/? [25:58<00:00,  1.96it/s]
Epoch 0: |          | 3052/? [25:58<00:00,  1.96it/s]
Epoch 0: |          | 3052/? [25:58<00:00,  1.96it/s]
Epoch 0: |          | 3053/? [25:58<00:00,  1.96it/s]
Epoch 0: |          | 3053/? [25:58<00:00,  1.96it/s]
Epoch 0: |          | 3054/? [25:59<00:00,  1.96it/s]
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Epoch 0: |          | 3055/? [25:59<00:00,  1.96it/s]
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Epoch 0: |          | 3056/? [26:00<00:00,  1.96it/s]
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Epoch 0: |          | 3057/? [26:00<00:00,  1.96it/s]
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Epoch 0: |          | 3058/? [26:01<00:00,  1.96it/s]
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Epoch 0: |          | 3059/? [26:01<00:00,  1.96it/s]
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Epoch 0: |          | 3060/? [26:01<00:00,  1.96it/s]
Epoch 0: |          | 3060/? [26:01<00:00,  1.96it/s]
Epoch 0: |          | 3061/? [26:02<00:00,  1.96it/s]
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Epoch 0: |          | 3062/? [26:02<00:00,  1.96it/s]
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Epoch 0: |          | 3063/? [26:03<00:00,  1.96it/s]
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Epoch 0: |          | 3064/? [26:03<00:00,  1.96it/s]
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Epoch 0: |          | 3065/? [26:03<00:00,  1.96it/s]
Epoch 0: |          | 3065/? [26:03<00:00,  1.96it/s]
Epoch 0: |          | 3066/? [26:04<00:00,  1.96it/s]
Epoch 0: |          | 3066/? [26:04<00:00,  1.96it/s]
Epoch 0: |          | 3067/? [26:04<00:00,  1.96it/s]
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Epoch 0: |          | 3068/? [26:05<00:00,  1.96it/s]
Epoch 0: |          | 3068/? [26:05<00:00,  1.96it/s]
Epoch 0: |          | 3069/? [26:05<00:00,  1.96it/s]
Epoch 0: |          | 3069/? [26:05<00:00,  1.96it/s]
Epoch 0: |          | 3070/? [26:06<00:00,  1.96it/s]
Epoch 0: |          | 3070/? [26:06<00:00,  1.96it/s]
Epoch 0: |          | 3071/? [26:06<00:00,  1.96it/s]
Epoch 0: |          | 3071/? [26:06<00:00,  1.96it/s]
Epoch 0: |          | 3072/? [26:06<00:00,  1.96it/s]
Epoch 0: |          | 3072/? [26:06<00:00,  1.96it/s]
Epoch 0: |          | 3073/? [26:07<00:00,  1.96it/s]
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Epoch 0: |          | 3074/? [26:07<00:00,  1.96it/s]
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Epoch 0: |          | 3075/? [26:08<00:00,  1.96it/s]
Epoch 0: |          | 3075/? [26:08<00:00,  1.96it/s]
Epoch 0: |          | 3076/? [26:08<00:00,  1.96it/s]
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Epoch 0: |          | 3077/? [26:09<00:00,  1.96it/s]
Epoch 0: |          | 3077/? [26:09<00:00,  1.96it/s]
Epoch 0: |          | 3078/? [26:09<00:00,  1.96it/s]
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Epoch 0: |          | 3079/? [26:10<00:00,  1.96it/s]
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Epoch 0: |          | 3080/? [26:10<00:00,  1.96it/s]
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Epoch 0: |          | 3081/? [26:10<00:00,  1.96it/s]
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Epoch 0: |          | 3082/? [26:11<00:00,  1.96it/s]
Epoch 0: |          | 3082/? [26:11<00:00,  1.96it/s]
Epoch 0: |          | 3083/? [26:11<00:00,  1.96it/s]
Epoch 0: |          | 3083/? [26:11<00:00,  1.96it/s]
Epoch 0: |          | 3084/? [26:12<00:00,  1.96it/s]
Epoch 0: |          | 3084/? [26:12<00:00,  1.96it/s]
Epoch 0: |          | 3085/? [26:12<00:00,  1.96it/s]
Epoch 0: |          | 3085/? [26:12<00:00,  1.96it/s]
Epoch 0: |          | 3086/? [26:13<00:00,  1.96it/s]
Epoch 0: |          | 3086/? [26:13<00:00,  1.96it/s]
Epoch 0: |          | 3087/? [26:13<00:00,  1.96it/s]
Epoch 0: |          | 3087/? [26:13<00:00,  1.96it/s]
Epoch 0: |          | 3088/? [26:13<00:00,  1.96it/s]
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Epoch 0: |          | 3089/? [26:14<00:00,  1.96it/s]
Epoch 0: |          | 3089/? [26:14<00:00,  1.96it/s]
Epoch 0: |          | 3090/? [26:14<00:00,  1.96it/s]
Epoch 0: |          | 3090/? [26:14<00:00,  1.96it/s]
Epoch 0: |          | 3091/? [26:15<00:00,  1.96it/s]
Epoch 0: |          | 3091/? [26:15<00:00,  1.96it/s]
Epoch 0: |          | 3092/? [26:15<00:00,  1.96it/s]
Epoch 0: |          | 3092/? [26:15<00:00,  1.96it/s]
Epoch 0: |          | 3093/? [26:16<00:00,  1.96it/s]
Epoch 0: |          | 3093/? [26:16<00:00,  1.96it/s]
Epoch 0: |          | 3094/? [26:16<00:00,  1.96it/s]
Epoch 0: |          | 3094/? [26:16<00:00,  1.96it/s]
Epoch 0: |          | 3095/? [26:16<00:00,  1.96it/s]
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Epoch 0: |          | 3096/? [26:17<00:00,  1.96it/s]
Epoch 0: |          | 3096/? [26:17<00:00,  1.96it/s]
Epoch 0: |          | 3097/? [26:17<00:00,  1.96it/s]
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Epoch 0: |          | 3098/? [26:18<00:00,  1.96it/s]
Epoch 0: |          | 3098/? [26:18<00:00,  1.96it/s]
Epoch 0: |          | 3099/? [26:18<00:00,  1.96it/s]
Epoch 0: |          | 3099/? [26:18<00:00,  1.96it/s]
Epoch 0: |          | 3100/? [26:19<00:00,  1.96it/s]
Epoch 0: |          | 3100/? [26:19<00:00,  1.96it/s]
Epoch 0: |          | 3101/? [26:19<00:00,  1.96it/s]
Epoch 0: |          | 3101/? [26:19<00:00,  1.96it/s]
Epoch 0: |          | 3102/? [26:19<00:00,  1.96it/s]
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Epoch 0: |          | 3103/? [26:20<00:00,  1.96it/s]
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Epoch 0: |          | 3104/? [26:20<00:00,  1.96it/s]
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Epoch 0: |          | 3105/? [26:21<00:00,  1.96it/s]
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Epoch 0: |          | 3107/? [26:22<00:00,  1.96it/s]
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Epoch 0: |          | 3110/? [26:23<00:00,  1.96it/s]
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Epoch 0: |          | 3112/? [26:24<00:00,  1.96it/s]
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Epoch 0: |          | 3119/? [26:27<00:00,  1.97it/s]
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Epoch 0: |          | 3200/? [27:01<00:00,  1.97it/s]
Epoch 0: |          | 3200/? [27:01<00:00,  1.97it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  4.17it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  3.79it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  3.79it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  3.69it/s]

Epoch 0: |          | 3200/? [27:03<00:00,  1.97it/s]
Epoch 0: |          | 3201/? [27:03<00:00,  1.97it/s]
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Epoch 0: |          | 3205/? [27:05<00:00,  1.97it/s]
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Epoch 0: |          | 3206/? [27:05<00:00,  1.97it/s]
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Epoch 0: |          | 3207/? [27:06<00:00,  1.97it/s]
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Epoch 0: |          | 3208/? [27:06<00:00,  1.97it/s]
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Epoch 0: |          | 3209/? [27:07<00:00,  1.97it/s]
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Epoch 0: |          | 3210/? [27:07<00:00,  1.97it/s]
Epoch 0: |          | 3210/? [27:07<00:00,  1.97it/s]
Epoch 0: |          | 3211/? [27:07<00:00,  1.97it/s]
Epoch 0: |          | 3211/? [27:07<00:00,  1.97it/s]
Epoch 0: |          | 3212/? [27:08<00:00,  1.97it/s]
Epoch 0: |          | 3212/? [27:08<00:00,  1.97it/s]
Epoch 0: |          | 3213/? [27:08<00:00,  1.97it/s]
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Epoch 0: |          | 3214/? [27:09<00:00,  1.97it/s]
Epoch 0: |          | 3214/? [27:09<00:00,  1.97it/s]
Epoch 0: |          | 3215/? [27:09<00:00,  1.97it/s]
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Epoch 0: |          | 3216/? [27:10<00:00,  1.97it/s]
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Epoch 0: |          | 3217/? [27:10<00:00,  1.97it/s]
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Epoch 0: |          | 3218/? [27:10<00:00,  1.97it/s]
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Epoch 0: |          | 3219/? [27:11<00:00,  1.97it/s]
Epoch 0: |          | 3219/? [27:11<00:00,  1.97it/s]
Epoch 0: |          | 3220/? [27:11<00:00,  1.97it/s]
Epoch 0: |          | 3220/? [27:11<00:00,  1.97it/s]
Epoch 0: |          | 3221/? [27:12<00:00,  1.97it/s]
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Epoch 0: |          | 3222/? [27:12<00:00,  1.97it/s]
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Epoch 0: |          | 3223/? [27:13<00:00,  1.97it/s]
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Epoch 0: |          | 3224/? [27:13<00:00,  1.97it/s]
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Epoch 0: |          | 3225/? [27:13<00:00,  1.97it/s]
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Epoch 0: |          | 3226/? [27:14<00:00,  1.97it/s]
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Epoch 0: |          | 3230/? [27:16<00:00,  1.97it/s]
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Epoch 0: |          | 3231/? [27:16<00:00,  1.97it/s]
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Epoch 0: |          | 3232/? [27:16<00:00,  1.97it/s]
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Epoch 0: |          | 3233/? [27:17<00:00,  1.97it/s]
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Epoch 0: |          | 3234/? [27:17<00:00,  1.97it/s]
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Epoch 0: |          | 3235/? [27:18<00:00,  1.97it/s]
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Epoch 0: |          | 3237/? [27:19<00:00,  1.97it/s]
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Epoch 0: |          | 3383/? [28:21<00:00,  1.99it/s]
Epoch 0: |          | 3384/? [28:21<00:00,  1.99it/s]
Epoch 0: |          | 3384/? [28:21<00:00,  1.99it/s]
Epoch 0: |          | 3385/? [28:22<00:00,  1.99it/s]
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Epoch 0: |          | 3387/? [28:23<00:00,  1.99it/s]
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Epoch 0: |          | 3388/? [28:23<00:00,  1.99it/s]
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Epoch 0: |          | 3389/? [28:24<00:00,  1.99it/s]
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Epoch 0: |          | 3390/? [28:24<00:00,  1.99it/s]
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Epoch 0: |          | 3391/? [28:25<00:00,  1.99it/s]
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Epoch 0: |          | 3392/? [28:25<00:00,  1.99it/s]
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Epoch 0: |          | 3393/? [28:25<00:00,  1.99it/s]
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Epoch 0: |          | 3394/? [28:26<00:00,  1.99it/s]
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Epoch 0: |          | 3396/? [28:27<00:00,  1.99it/s]
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Epoch 0: |          | 3397/? [28:27<00:00,  1.99it/s]
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Epoch 0: |          | 3398/? [28:28<00:00,  1.99it/s]
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Epoch 0: |          | 3399/? [28:28<00:00,  1.99it/s]
Epoch 0: |          | 3399/? [28:28<00:00,  1.99it/s]
Epoch 0: |          | 3400/? [28:28<00:00,  1.99it/s]
Epoch 0: |          | 3400/? [28:28<00:00,  1.99it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  4.23it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  3.80it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  3.79it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  3.71it/s]

Epoch 0: |          | 3400/? [28:29<00:00,  1.99it/s]
Epoch 0: |          | 3401/? [28:30<00:00,  1.99it/s]
Epoch 0: |          | 3401/? [28:30<00:00,  1.99it/s]
Epoch 0: |          | 3402/? [28:30<00:00,  1.99it/s]
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Epoch 0: |          | 3403/? [28:31<00:00,  1.99it/s]
Epoch 0: |          | 3403/? [28:31<00:00,  1.99it/s]
Epoch 0: |          | 3404/? [28:31<00:00,  1.99it/s]
Epoch 0: |          | 3404/? [28:31<00:00,  1.99it/s]
Epoch 0: |          | 3405/? [28:32<00:00,  1.99it/s]
Epoch 0: |          | 3405/? [28:32<00:00,  1.99it/s]
Epoch 0: |          | 3406/? [28:32<00:00,  1.99it/s]
Epoch 0: |          | 3406/? [28:32<00:00,  1.99it/s]
Epoch 0: |          | 3407/? [28:33<00:00,  1.99it/s]
Epoch 0: |          | 3407/? [28:33<00:00,  1.99it/s]
Epoch 0: |          | 3408/? [28:33<00:00,  1.99it/s]
Epoch 0: |          | 3408/? [28:33<00:00,  1.99it/s]
Epoch 0: |          | 3409/? [28:33<00:00,  1.99it/s]
Epoch 0: |          | 3409/? [28:33<00:00,  1.99it/s]
Epoch 0: |          | 3410/? [28:34<00:00,  1.99it/s]
Epoch 0: |          | 3410/? [28:34<00:00,  1.99it/s]
Epoch 0: |          | 3411/? [28:34<00:00,  1.99it/s]
Epoch 0: |          | 3411/? [28:34<00:00,  1.99it/s]
Epoch 0: |          | 3412/? [28:35<00:00,  1.99it/s]
Epoch 0: |          | 3412/? [28:35<00:00,  1.99it/s]
Epoch 0: |          | 3413/? [28:35<00:00,  1.99it/s]
Epoch 0: |          | 3413/? [28:35<00:00,  1.99it/s]
Epoch 0: |          | 3414/? [28:36<00:00,  1.99it/s]
Epoch 0: |          | 3414/? [28:36<00:00,  1.99it/s]
Epoch 0: |          | 3415/? [28:36<00:00,  1.99it/s]
Epoch 0: |          | 3415/? [28:36<00:00,  1.99it/s]
Epoch 0: |          | 3416/? [28:36<00:00,  1.99it/s]
Epoch 0: |          | 3416/? [28:36<00:00,  1.99it/s]
Epoch 0: |          | 3417/? [28:37<00:00,  1.99it/s]
Epoch 0: |          | 3417/? [28:37<00:00,  1.99it/s]
Epoch 0: |          | 3418/? [28:37<00:00,  1.99it/s]
Epoch 0: |          | 3418/? [28:37<00:00,  1.99it/s]
Epoch 0: |          | 3419/? [28:38<00:00,  1.99it/s]
Epoch 0: |          | 3419/? [28:38<00:00,  1.99it/s]
Epoch 0: |          | 3420/? [28:38<00:00,  1.99it/s]
Epoch 0: |          | 3420/? [28:38<00:00,  1.99it/s]
Epoch 0: |          | 3421/? [28:39<00:00,  1.99it/s]
Epoch 0: |          | 3421/? [28:39<00:00,  1.99it/s]
Epoch 0: |          | 3422/? [28:39<00:00,  1.99it/s]
Epoch 0: |          | 3422/? [28:39<00:00,  1.99it/s]
Epoch 0: |          | 3423/? [28:39<00:00,  1.99it/s]
Epoch 0: |          | 3423/? [28:39<00:00,  1.99it/s]
Epoch 0: |          | 3424/? [28:40<00:00,  1.99it/s]
Epoch 0: |          | 3424/? [28:40<00:00,  1.99it/s]
Epoch 0: |          | 3425/? [28:40<00:00,  1.99it/s]
Epoch 0: |          | 3425/? [28:40<00:00,  1.99it/s]
Epoch 0: |          | 3426/? [28:41<00:00,  1.99it/s]
Epoch 0: |          | 3426/? [28:41<00:00,  1.99it/s]
Epoch 0: |          | 3427/? [28:41<00:00,  1.99it/s]
Epoch 0: |          | 3427/? [28:41<00:00,  1.99it/s]
Epoch 0: |          | 3428/? [28:42<00:00,  1.99it/s]
Epoch 0: |          | 3428/? [28:42<00:00,  1.99it/s]
Epoch 0: |          | 3429/? [28:42<00:00,  1.99it/s]
Epoch 0: |          | 3429/? [28:42<00:00,  1.99it/s]
Epoch 0: |          | 3430/? [28:42<00:00,  1.99it/s]
Epoch 0: |          | 3430/? [28:42<00:00,  1.99it/s]
Epoch 0: |          | 3431/? [28:43<00:00,  1.99it/s]
Epoch 0: |          | 3431/? [28:43<00:00,  1.99it/s]
Epoch 0: |          | 3432/? [28:43<00:00,  1.99it/s]
Epoch 0: |          | 3432/? [28:43<00:00,  1.99it/s]
Epoch 0: |          | 3433/? [28:44<00:00,  1.99it/s]
Epoch 0: |          | 3433/? [28:44<00:00,  1.99it/s]
Epoch 0: |          | 3434/? [28:44<00:00,  1.99it/s]
Epoch 0: |          | 3434/? [28:44<00:00,  1.99it/s]
Epoch 0: |          | 3435/? [28:45<00:00,  1.99it/s]
Epoch 0: |          | 3435/? [28:45<00:00,  1.99it/s]
Epoch 0: |          | 3436/? [28:45<00:00,  1.99it/s]
Epoch 0: |          | 3436/? [28:45<00:00,  1.99it/s]
Epoch 0: |          | 3437/? [28:45<00:00,  1.99it/s]
Epoch 0: |          | 3437/? [28:45<00:00,  1.99it/s]
Epoch 0: |          | 3438/? [28:46<00:00,  1.99it/s]
Epoch 0: |          | 3438/? [28:46<00:00,  1.99it/s]
Epoch 0: |          | 3439/? [28:46<00:00,  1.99it/s]
Epoch 0: |          | 3439/? [28:46<00:00,  1.99it/s]
Epoch 0: |          | 3440/? [28:47<00:00,  1.99it/s]
Epoch 0: |          | 3440/? [28:47<00:00,  1.99it/s]
Epoch 0: |          | 3441/? [28:47<00:00,  1.99it/s]
Epoch 0: |          | 3441/? [28:47<00:00,  1.99it/s]
Epoch 0: |          | 3442/? [28:48<00:00,  1.99it/s]
Epoch 0: |          | 3442/? [28:48<00:00,  1.99it/s]
Epoch 0: |          | 3443/? [28:48<00:00,  1.99it/s]
Epoch 0: |          | 3443/? [28:48<00:00,  1.99it/s]
Epoch 0: |          | 3444/? [28:48<00:00,  1.99it/s]
Epoch 0: |          | 3444/? [28:48<00:00,  1.99it/s]
Epoch 0: |          | 3445/? [28:49<00:00,  1.99it/s]
Epoch 0: |          | 3445/? [28:49<00:00,  1.99it/s]
Epoch 0: |          | 3446/? [28:49<00:00,  1.99it/s]
Epoch 0: |          | 3446/? [28:49<00:00,  1.99it/s]
Epoch 0: |          | 3447/? [28:50<00:00,  1.99it/s]
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Epoch 0: |          | 3448/? [28:50<00:00,  1.99it/s]
Epoch 0: |          | 3448/? [28:50<00:00,  1.99it/s]
Epoch 0: |          | 3449/? [28:50<00:00,  1.99it/s]
Epoch 0: |          | 3449/? [28:50<00:00,  1.99it/s]
Epoch 0: |          | 3450/? [28:51<00:00,  1.99it/s]
Epoch 0: |          | 3450/? [28:51<00:00,  1.99it/s]
Epoch 0: |          | 3451/? [28:51<00:00,  1.99it/s]
Epoch 0: |          | 3451/? [28:51<00:00,  1.99it/s]
Epoch 0: |          | 3452/? [28:52<00:00,  1.99it/s]
Epoch 0: |          | 3452/? [28:52<00:00,  1.99it/s]
Epoch 0: |          | 3453/? [28:52<00:00,  1.99it/s]
Epoch 0: |          | 3453/? [28:52<00:00,  1.99it/s]
Epoch 0: |          | 3454/? [28:53<00:00,  1.99it/s]
Epoch 0: |          | 3454/? [28:53<00:00,  1.99it/s]
Epoch 0: |          | 3455/? [28:53<00:00,  1.99it/s]
Epoch 0: |          | 3455/? [28:53<00:00,  1.99it/s]
Epoch 0: |          | 3456/? [28:53<00:00,  1.99it/s]
Epoch 0: |          | 3456/? [28:53<00:00,  1.99it/s]
Epoch 0: |          | 3457/? [28:54<00:00,  1.99it/s]
Epoch 0: |          | 3457/? [28:54<00:00,  1.99it/s]
Epoch 0: |          | 3458/? [28:54<00:00,  1.99it/s]
Epoch 0: |          | 3458/? [28:54<00:00,  1.99it/s]
Epoch 0: |          | 3459/? [28:55<00:00,  1.99it/s]
Epoch 0: |          | 3459/? [28:55<00:00,  1.99it/s]
Epoch 0: |          | 3460/? [28:55<00:00,  1.99it/s]
Epoch 0: |          | 3460/? [28:55<00:00,  1.99it/s]
Epoch 0: |          | 3461/? [28:56<00:00,  1.99it/s]
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Epoch 0: |          | 3462/? [28:56<00:00,  1.99it/s]
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Epoch 0: |          | 3463/? [28:57<00:00,  1.99it/s]
Epoch 0: |          | 3463/? [28:57<00:00,  1.99it/s]
Epoch 0: |          | 3464/? [28:57<00:00,  1.99it/s]
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Epoch 0: |          | 3465/? [28:57<00:00,  1.99it/s]
Epoch 0: |          | 3465/? [28:57<00:00,  1.99it/s]
Epoch 0: |          | 3466/? [28:58<00:00,  1.99it/s]
Epoch 0: |          | 3466/? [28:58<00:00,  1.99it/s]
Epoch 0: |          | 3467/? [28:58<00:00,  1.99it/s]
Epoch 0: |          | 3467/? [28:58<00:00,  1.99it/s]
Epoch 0: |          | 3468/? [28:59<00:00,  1.99it/s]
Epoch 0: |          | 3468/? [28:59<00:00,  1.99it/s]
Epoch 0: |          | 3469/? [28:59<00:00,  1.99it/s]
Epoch 0: |          | 3469/? [28:59<00:00,  1.99it/s]
Epoch 0: |          | 3470/? [29:00<00:00,  1.99it/s]
Epoch 0: |          | 3470/? [29:00<00:00,  1.99it/s]
Epoch 0: |          | 3471/? [29:00<00:00,  1.99it/s]
Epoch 0: |          | 3471/? [29:00<00:00,  1.99it/s]
Epoch 0: |          | 3472/? [29:00<00:00,  1.99it/s]
Epoch 0: |          | 3472/? [29:00<00:00,  1.99it/s]
Epoch 0: |          | 3473/? [29:01<00:00,  1.99it/s]
Epoch 0: |          | 3473/? [29:01<00:00,  1.99it/s]
Epoch 0: |          | 3474/? [29:01<00:00,  1.99it/s]
Epoch 0: |          | 3474/? [29:01<00:00,  1.99it/s]
Epoch 0: |          | 3475/? [29:02<00:00,  1.99it/s]
Epoch 0: |          | 3475/? [29:02<00:00,  1.99it/s]
Epoch 0: |          | 3476/? [29:02<00:00,  1.99it/s]
Epoch 0: |          | 3476/? [29:02<00:00,  1.99it/s]
Epoch 0: |          | 3477/? [29:03<00:00,  1.99it/s]
Epoch 0: |          | 3477/? [29:03<00:00,  1.99it/s]
Epoch 0: |          | 3478/? [29:03<00:00,  1.99it/s]
Epoch 0: |          | 3478/? [29:03<00:00,  1.99it/s]
Epoch 0: |          | 3479/? [29:03<00:00,  1.99it/s]
Epoch 0: |          | 3479/? [29:03<00:00,  1.99it/s]
Epoch 0: |          | 3480/? [29:04<00:00,  2.00it/s]
Epoch 0: |          | 3480/? [29:04<00:00,  2.00it/s]
Epoch 0: |          | 3481/? [29:04<00:00,  2.00it/s]
Epoch 0: |          | 3481/? [29:04<00:00,  2.00it/s]
Epoch 0: |          | 3482/? [29:05<00:00,  2.00it/s]
Epoch 0: |          | 3482/? [29:05<00:00,  2.00it/s]
Epoch 0: |          | 3483/? [29:05<00:00,  2.00it/s]
Epoch 0: |          | 3483/? [29:05<00:00,  2.00it/s]
Epoch 0: |          | 3484/? [29:06<00:00,  2.00it/s]
Epoch 0: |          | 3484/? [29:06<00:00,  2.00it/s]
Epoch 0: |          | 3485/? [29:06<00:00,  2.00it/s]
Epoch 0: |          | 3485/? [29:06<00:00,  2.00it/s]
Epoch 0: |          | 3486/? [29:06<00:00,  2.00it/s]
Epoch 0: |          | 3486/? [29:06<00:00,  2.00it/s]
Epoch 0: |          | 3487/? [29:07<00:00,  2.00it/s]
Epoch 0: |          | 3487/? [29:07<00:00,  2.00it/s]
Epoch 0: |          | 3488/? [29:07<00:00,  2.00it/s]
Epoch 0: |          | 3488/? [29:07<00:00,  2.00it/s]
Epoch 0: |          | 3489/? [29:08<00:00,  2.00it/s]
Epoch 0: |          | 3489/? [29:08<00:00,  2.00it/s]
Epoch 0: |          | 3490/? [29:08<00:00,  2.00it/s]
Epoch 0: |          | 3490/? [29:08<00:00,  2.00it/s]
Epoch 0: |          | 3491/? [29:08<00:00,  2.00it/s]
Epoch 0: |          | 3491/? [29:08<00:00,  2.00it/s]
Epoch 0: |          | 3492/? [29:09<00:00,  2.00it/s]
Epoch 0: |          | 3492/? [29:09<00:00,  2.00it/s]
Epoch 0: |          | 3493/? [29:09<00:00,  2.00it/s]
Epoch 0: |          | 3493/? [29:09<00:00,  2.00it/s]
Epoch 0: |          | 3494/? [29:10<00:00,  2.00it/s]
Epoch 0: |          | 3494/? [29:10<00:00,  2.00it/s]
Epoch 0: |          | 3495/? [29:10<00:00,  2.00it/s]
Epoch 0: |          | 3495/? [29:10<00:00,  2.00it/s]
Epoch 0: |          | 3496/? [29:11<00:00,  2.00it/s]
Epoch 0: |          | 3496/? [29:11<00:00,  2.00it/s]
Epoch 0: |          | 3497/? [29:11<00:00,  2.00it/s]
Epoch 0: |          | 3497/? [29:11<00:00,  2.00it/s]
Epoch 0: |          | 3498/? [29:11<00:00,  2.00it/s]
Epoch 0: |          | 3498/? [29:11<00:00,  2.00it/s]
Epoch 0: |          | 3499/? [29:12<00:00,  2.00it/s]
Epoch 0: |          | 3499/? [29:12<00:00,  2.00it/s]
Epoch 0: |          | 3500/? [29:12<00:00,  2.00it/s]
Epoch 0: |          | 3500/? [29:12<00:00,  2.00it/s]
Epoch 0: |          | 3501/? [29:13<00:00,  2.00it/s]
Epoch 0: |          | 3501/? [29:13<00:00,  2.00it/s]
Epoch 0: |          | 3502/? [29:13<00:00,  2.00it/s]
Epoch 0: |          | 3502/? [29:13<00:00,  2.00it/s]
Epoch 0: |          | 3503/? [29:14<00:00,  2.00it/s]
Epoch 0: |          | 3503/? [29:14<00:00,  2.00it/s]
Epoch 0: |          | 3504/? [29:14<00:00,  2.00it/s]
Epoch 0: |          | 3504/? [29:14<00:00,  2.00it/s]
Epoch 0: |          | 3505/? [29:14<00:00,  2.00it/s]
Epoch 0: |          | 3505/? [29:14<00:00,  2.00it/s]
Epoch 0: |          | 3506/? [29:15<00:00,  2.00it/s]
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Epoch 0: |          | 3507/? [29:15<00:00,  2.00it/s]
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Epoch 0: |          | 3508/? [29:16<00:00,  2.00it/s]
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Epoch 0: |          | 3509/? [29:16<00:00,  2.00it/s]
Epoch 0: |          | 3509/? [29:16<00:00,  2.00it/s]
Epoch 0: |          | 3510/? [29:17<00:00,  2.00it/s]
Epoch 0: |          | 3510/? [29:17<00:00,  2.00it/s]
Epoch 0: |          | 3511/? [29:17<00:00,  2.00it/s]
Epoch 0: |          | 3511/? [29:17<00:00,  2.00it/s]
Epoch 0: |          | 3512/? [29:17<00:00,  2.00it/s]
Epoch 0: |          | 3512/? [29:17<00:00,  2.00it/s]
Epoch 0: |          | 3513/? [29:18<00:00,  2.00it/s]
Epoch 0: |          | 3513/? [29:18<00:00,  2.00it/s]
Epoch 0: |          | 3514/? [29:18<00:00,  2.00it/s]
Epoch 0: |          | 3514/? [29:18<00:00,  2.00it/s]
Epoch 0: |          | 3515/? [29:19<00:00,  2.00it/s]
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Epoch 0: |          | 3516/? [29:19<00:00,  2.00it/s]
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Epoch 0: |          | 3517/? [29:19<00:00,  2.00it/s]
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Epoch 0: |          | 3518/? [29:20<00:00,  2.00it/s]
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Epoch 0: |          | 3519/? [29:20<00:00,  2.00it/s]
Epoch 0: |          | 3519/? [29:20<00:00,  2.00it/s]
Epoch 0: |          | 3520/? [29:21<00:00,  2.00it/s]
Epoch 0: |          | 3520/? [29:21<00:00,  2.00it/s]
Epoch 0: |          | 3521/? [29:21<00:00,  2.00it/s]
Epoch 0: |          | 3521/? [29:21<00:00,  2.00it/s]
Epoch 0: |          | 3522/? [29:22<00:00,  2.00it/s]
Epoch 0: |          | 3522/? [29:22<00:00,  2.00it/s]
Epoch 0: |          | 3523/? [29:22<00:00,  2.00it/s]
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Epoch 0: |          | 3524/? [29:22<00:00,  2.00it/s]
Epoch 0: |          | 3524/? [29:22<00:00,  2.00it/s]
Epoch 0: |          | 3525/? [29:23<00:00,  2.00it/s]
Epoch 0: |          | 3525/? [29:23<00:00,  2.00it/s]
Epoch 0: |          | 3526/? [29:23<00:00,  2.00it/s]
Epoch 0: |          | 3526/? [29:23<00:00,  2.00it/s]
Epoch 0: |          | 3527/? [29:24<00:00,  2.00it/s]
Epoch 0: |          | 3527/? [29:24<00:00,  2.00it/s]
Epoch 0: |          | 3528/? [29:24<00:00,  2.00it/s]
Epoch 0: |          | 3528/? [29:24<00:00,  2.00it/s]
Epoch 0: |          | 3529/? [29:25<00:00,  2.00it/s]
Epoch 0: |          | 3529/? [29:25<00:00,  2.00it/s]
Epoch 0: |          | 3530/? [29:25<00:00,  2.00it/s]
Epoch 0: |          | 3530/? [29:25<00:00,  2.00it/s]
Epoch 0: |          | 3531/? [29:25<00:00,  2.00it/s]
Epoch 0: |          | 3531/? [29:25<00:00,  2.00it/s]
Epoch 0: |          | 3532/? [29:26<00:00,  2.00it/s]
Epoch 0: |          | 3532/? [29:26<00:00,  2.00it/s]
Epoch 0: |          | 3533/? [29:26<00:00,  2.00it/s]
Epoch 0: |          | 3533/? [29:26<00:00,  2.00it/s]
Epoch 0: |          | 3534/? [29:27<00:00,  2.00it/s]
Epoch 0: |          | 3534/? [29:27<00:00,  2.00it/s]
Epoch 0: |          | 3535/? [29:27<00:00,  2.00it/s]
Epoch 0: |          | 3535/? [29:27<00:00,  2.00it/s]
Epoch 0: |          | 3536/? [29:28<00:00,  2.00it/s]
Epoch 0: |          | 3536/? [29:28<00:00,  2.00it/s]
Epoch 0: |          | 3537/? [29:28<00:00,  2.00it/s]
Epoch 0: |          | 3537/? [29:28<00:00,  2.00it/s]
Epoch 0: |          | 3538/? [29:28<00:00,  2.00it/s]
Epoch 0: |          | 3538/? [29:28<00:00,  2.00it/s]
Epoch 0: |          | 3539/? [29:29<00:00,  2.00it/s]
Epoch 0: |          | 3539/? [29:29<00:00,  2.00it/s]
Epoch 0: |          | 3540/? [29:29<00:00,  2.00it/s]
Epoch 0: |          | 3540/? [29:29<00:00,  2.00it/s]
Epoch 0: |          | 3541/? [29:30<00:00,  2.00it/s]
Epoch 0: |          | 3541/? [29:30<00:00,  2.00it/s]
Epoch 0: |          | 3542/? [29:30<00:00,  2.00it/s]
Epoch 0: |          | 3542/? [29:30<00:00,  2.00it/s]
Epoch 0: |          | 3543/? [29:31<00:00,  2.00it/s]
Epoch 0: |          | 3543/? [29:31<00:00,  2.00it/s]
Epoch 0: |          | 3544/? [29:31<00:00,  2.00it/s]
Epoch 0: |          | 3544/? [29:31<00:00,  2.00it/s]
Epoch 0: |          | 3545/? [29:31<00:00,  2.00it/s]
Epoch 0: |          | 3545/? [29:31<00:00,  2.00it/s]
Epoch 0: |          | 3546/? [29:32<00:00,  2.00it/s]
Epoch 0: |          | 3546/? [29:32<00:00,  2.00it/s]
Epoch 0: |          | 3547/? [29:32<00:00,  2.00it/s]
Epoch 0: |          | 3547/? [29:32<00:00,  2.00it/s]
Epoch 0: |          | 3548/? [29:33<00:00,  2.00it/s]
Epoch 0: |          | 3548/? [29:33<00:00,  2.00it/s]
Epoch 0: |          | 3549/? [29:33<00:00,  2.00it/s]
Epoch 0: |          | 3549/? [29:33<00:00,  2.00it/s]
Epoch 0: |          | 3550/? [29:34<00:00,  2.00it/s]
Epoch 0: |          | 3550/? [29:34<00:00,  2.00it/s]
Epoch 0: |          | 3551/? [29:34<00:00,  2.00it/s]
Epoch 0: |          | 3551/? [29:34<00:00,  2.00it/s]
Epoch 0: |          | 3552/? [29:34<00:00,  2.00it/s]
Epoch 0: |          | 3552/? [29:34<00:00,  2.00it/s]
Epoch 0: |          | 3553/? [29:35<00:00,  2.00it/s]
Epoch 0: |          | 3553/? [29:35<00:00,  2.00it/s]
Epoch 0: |          | 3554/? [29:35<00:00,  2.00it/s]
Epoch 0: |          | 3554/? [29:35<00:00,  2.00it/s]
Epoch 0: |          | 3555/? [29:36<00:00,  2.00it/s]
Epoch 0: |          | 3555/? [29:36<00:00,  2.00it/s]
Epoch 0: |          | 3556/? [29:36<00:00,  2.00it/s]
Epoch 0: |          | 3556/? [29:36<00:00,  2.00it/s]
Epoch 0: |          | 3557/? [29:37<00:00,  2.00it/s]
Epoch 0: |          | 3557/? [29:37<00:00,  2.00it/s]
Epoch 0: |          | 3558/? [29:37<00:00,  2.00it/s]
Epoch 0: |          | 3558/? [29:37<00:00,  2.00it/s]
Epoch 0: |          | 3559/? [29:37<00:00,  2.00it/s]
Epoch 0: |          | 3559/? [29:37<00:00,  2.00it/s]
Epoch 0: |          | 3560/? [29:38<00:00,  2.00it/s]
Epoch 0: |          | 3560/? [29:38<00:00,  2.00it/s]
Epoch 0: |          | 3561/? [29:38<00:00,  2.00it/s]
Epoch 0: |          | 3561/? [29:38<00:00,  2.00it/s]
Epoch 0: |          | 3562/? [29:39<00:00,  2.00it/s]
Epoch 0: |          | 3562/? [29:39<00:00,  2.00it/s]
Epoch 0: |          | 3563/? [29:39<00:00,  2.00it/s]
Epoch 0: |          | 3563/? [29:39<00:00,  2.00it/s]
Epoch 0: |          | 3564/? [29:40<00:00,  2.00it/s]
Epoch 0: |          | 3564/? [29:40<00:00,  2.00it/s]
Epoch 0: |          | 3565/? [29:40<00:00,  2.00it/s]
Epoch 0: |          | 3565/? [29:40<00:00,  2.00it/s]
Epoch 0: |          | 3566/? [29:41<00:00,  2.00it/s]
Epoch 0: |          | 3566/? [29:41<00:00,  2.00it/s]
Epoch 0: |          | 3567/? [29:41<00:00,  2.00it/s]
Epoch 0: |          | 3567/? [29:41<00:00,  2.00it/s]
Epoch 0: |          | 3568/? [29:41<00:00,  2.00it/s]
Epoch 0: |          | 3568/? [29:41<00:00,  2.00it/s]
Epoch 0: |          | 3569/? [29:42<00:00,  2.00it/s]
Epoch 0: |          | 3569/? [29:42<00:00,  2.00it/s]
Epoch 0: |          | 3570/? [29:42<00:00,  2.00it/s]
Epoch 0: |          | 3570/? [29:42<00:00,  2.00it/s]
Epoch 0: |          | 3571/? [29:43<00:00,  2.00it/s]
Epoch 0: |          | 3571/? [29:43<00:00,  2.00it/s]
Epoch 0: |          | 3572/? [29:43<00:00,  2.00it/s]
Epoch 0: |          | 3572/? [29:43<00:00,  2.00it/s]
Epoch 0: |          | 3573/? [29:44<00:00,  2.00it/s]
Epoch 0: |          | 3573/? [29:44<00:00,  2.00it/s]
Epoch 0: |          | 3574/? [29:44<00:00,  2.00it/s]
Epoch 0: |          | 3574/? [29:44<00:00,  2.00it/s]
Epoch 0: |          | 3575/? [29:44<00:00,  2.00it/s]
Epoch 0: |          | 3575/? [29:44<00:00,  2.00it/s]
Epoch 0: |          | 3576/? [29:45<00:00,  2.00it/s]
Epoch 0: |          | 3576/? [29:45<00:00,  2.00it/s]
Epoch 0: |          | 3577/? [29:45<00:00,  2.00it/s]
Epoch 0: |          | 3577/? [29:45<00:00,  2.00it/s]
Epoch 0: |          | 3578/? [29:46<00:00,  2.00it/s]
Epoch 0: |          | 3578/? [29:46<00:00,  2.00it/s]
Epoch 0: |          | 3579/? [29:46<00:00,  2.00it/s]
Epoch 0: |          | 3579/? [29:46<00:00,  2.00it/s]
Epoch 0: |          | 3580/? [29:47<00:00,  2.00it/s]
Epoch 0: |          | 3580/? [29:47<00:00,  2.00it/s]
Epoch 0: |          | 3581/? [29:47<00:00,  2.00it/s]
Epoch 0: |          | 3581/? [29:47<00:00,  2.00it/s]
Epoch 0: |          | 3582/? [29:47<00:00,  2.00it/s]
Epoch 0: |          | 3582/? [29:47<00:00,  2.00it/s]
Epoch 0: |          | 3583/? [29:48<00:00,  2.00it/s]
Epoch 0: |          | 3583/? [29:48<00:00,  2.00it/s]
Epoch 0: |          | 3584/? [29:48<00:00,  2.00it/s]
Epoch 0: |          | 3584/? [29:48<00:00,  2.00it/s]
Epoch 0: |          | 3585/? [29:49<00:00,  2.00it/s]
Epoch 0: |          | 3585/? [29:49<00:00,  2.00it/s]
Epoch 0: |          | 3586/? [29:49<00:00,  2.00it/s]
Epoch 0: |          | 3586/? [29:49<00:00,  2.00it/s]
Epoch 0: |          | 3587/? [29:50<00:00,  2.00it/s]
Epoch 0: |          | 3587/? [29:50<00:00,  2.00it/s]
Epoch 0: |          | 3588/? [29:50<00:00,  2.00it/s]
Epoch 0: |          | 3588/? [29:50<00:00,  2.00it/s]
Epoch 0: |          | 3589/? [29:50<00:00,  2.00it/s]
Epoch 0: |          | 3589/? [29:50<00:00,  2.00it/s]
Epoch 0: |          | 3590/? [29:51<00:00,  2.00it/s]
Epoch 0: |          | 3590/? [29:51<00:00,  2.00it/s]
Epoch 0: |          | 3591/? [29:51<00:00,  2.00it/s]
Epoch 0: |          | 3591/? [29:51<00:00,  2.00it/s]
Epoch 0: |          | 3592/? [29:52<00:00,  2.00it/s]
Epoch 0: |          | 3592/? [29:52<00:00,  2.00it/s]
Epoch 0: |          | 3593/? [29:52<00:00,  2.00it/s]
Epoch 0: |          | 3593/? [29:52<00:00,  2.00it/s]
Epoch 0: |          | 3594/? [29:52<00:00,  2.00it/s]
Epoch 0: |          | 3594/? [29:52<00:00,  2.00it/s]
Epoch 0: |          | 3595/? [29:53<00:00,  2.00it/s]
Epoch 0: |          | 3595/? [29:53<00:00,  2.00it/s]
Epoch 0: |          | 3596/? [29:53<00:00,  2.00it/s]
Epoch 0: |          | 3596/? [29:53<00:00,  2.00it/s]
Epoch 0: |          | 3597/? [29:54<00:00,  2.00it/s]
Epoch 0: |          | 3597/? [29:54<00:00,  2.00it/s]
Epoch 0: |          | 3598/? [29:54<00:00,  2.00it/s]
Epoch 0: |          | 3598/? [29:54<00:00,  2.00it/s]
Epoch 0: |          | 3599/? [29:55<00:00,  2.00it/s]
Epoch 0: |          | 3599/? [29:55<00:00,  2.00it/s]
Epoch 0: |          | 3600/? [29:55<00:00,  2.01it/s]
Epoch 0: |          | 3600/? [29:55<00:00,  2.01it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  5.00it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  4.49it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  4.48it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  4.36it/s]

Epoch 0: |          | 3600/? [29:56<00:00,  2.00it/s]
Epoch 0: |          | 3601/? [29:56<00:00,  2.00it/s]
Epoch 0: |          | 3601/? [29:56<00:00,  2.00it/s]
Epoch 0: |          | 3602/? [29:57<00:00,  2.00it/s]
Epoch 0: |          | 3602/? [29:57<00:00,  2.00it/s]
Epoch 0: |          | 3603/? [29:57<00:00,  2.00it/s]
Epoch 0: |          | 3603/? [29:57<00:00,  2.00it/s]
Epoch 0: |          | 3604/? [29:58<00:00,  2.00it/s]
Epoch 0: |          | 3604/? [29:58<00:00,  2.00it/s]
Epoch 0: |          | 3605/? [29:58<00:00,  2.00it/s]
Epoch 0: |          | 3605/? [29:58<00:00,  2.00it/s]
Epoch 0: |          | 3606/? [29:58<00:00,  2.00it/s]
Epoch 0: |          | 3606/? [29:58<00:00,  2.00it/s]
Epoch 0: |          | 3607/? [29:59<00:00,  2.00it/s]
Epoch 0: |          | 3607/? [29:59<00:00,  2.00it/s]
Epoch 0: |          | 3608/? [29:59<00:00,  2.00it/s]
Epoch 0: |          | 3608/? [29:59<00:00,  2.00it/s]
Epoch 0: |          | 3609/? [30:00<00:00,  2.00it/s]
Epoch 0: |          | 3609/? [30:00<00:00,  2.00it/s]
Epoch 0: |          | 3610/? [30:00<00:00,  2.00it/s]
Epoch 0: |          | 3610/? [30:00<00:00,  2.00it/s]
Epoch 0: |          | 3611/? [30:01<00:00,  2.00it/s]
Epoch 0: |          | 3611/? [30:01<00:00,  2.00it/s]
Epoch 0: |          | 3612/? [30:01<00:00,  2.01it/s]
Epoch 0: |          | 3612/? [30:01<00:00,  2.01it/s]
Epoch 0: |          | 3613/? [30:01<00:00,  2.01it/s]
Epoch 0: |          | 3613/? [30:01<00:00,  2.01it/s]
Epoch 0: |          | 3614/? [30:02<00:00,  2.01it/s]
Epoch 0: |          | 3614/? [30:02<00:00,  2.01it/s]
Epoch 0: |          | 3615/? [30:02<00:00,  2.01it/s]
Epoch 0: |          | 3615/? [30:02<00:00,  2.01it/s]
Epoch 0: |          | 3616/? [30:03<00:00,  2.01it/s]
Epoch 0: |          | 3616/? [30:03<00:00,  2.01it/s]
Epoch 0: |          | 3617/? [30:03<00:00,  2.01it/s]
Epoch 0: |          | 3617/? [30:03<00:00,  2.01it/s]
Epoch 0: |          | 3618/? [30:04<00:00,  2.01it/s]
Epoch 0: |          | 3618/? [30:04<00:00,  2.01it/s]
Epoch 0: |          | 3619/? [30:04<00:00,  2.01it/s]
Epoch 0: |          | 3619/? [30:04<00:00,  2.01it/s]
Epoch 0: |          | 3620/? [30:04<00:00,  2.01it/s]
Epoch 0: |          | 3620/? [30:04<00:00,  2.01it/s]
Epoch 0: |          | 3621/? [30:05<00:00,  2.01it/s]
Epoch 0: |          | 3621/? [30:05<00:00,  2.01it/s]
Epoch 0: |          | 3622/? [30:05<00:00,  2.01it/s]
Epoch 0: |          | 3622/? [30:05<00:00,  2.01it/s]
Epoch 0: |          | 3623/? [30:06<00:00,  2.01it/s]
Epoch 0: |          | 3623/? [30:06<00:00,  2.01it/s]
Epoch 0: |          | 3624/? [30:06<00:00,  2.01it/s]
Epoch 0: |          | 3624/? [30:06<00:00,  2.01it/s]
Epoch 0: |          | 3625/? [30:07<00:00,  2.01it/s]
Epoch 0: |          | 3625/? [30:07<00:00,  2.01it/s]
Epoch 0: |          | 3626/? [30:07<00:00,  2.01it/s]
Epoch 0: |          | 3626/? [30:07<00:00,  2.01it/s]
Epoch 0: |          | 3627/? [30:07<00:00,  2.01it/s]
Epoch 0: |          | 3627/? [30:07<00:00,  2.01it/s]
Epoch 0: |          | 3628/? [30:08<00:00,  2.01it/s]
Epoch 0: |          | 3628/? [30:08<00:00,  2.01it/s]
Epoch 0: |          | 3629/? [30:08<00:00,  2.01it/s]
Epoch 0: |          | 3629/? [30:08<00:00,  2.01it/s]
Epoch 0: |          | 3630/? [30:09<00:00,  2.01it/s]
Epoch 0: |          | 3630/? [30:09<00:00,  2.01it/s]
Epoch 0: |          | 3631/? [30:09<00:00,  2.01it/s]
Epoch 0: |          | 3631/? [30:09<00:00,  2.01it/s]
Epoch 0: |          | 3632/? [30:10<00:00,  2.01it/s]
Epoch 0: |          | 3632/? [30:10<00:00,  2.01it/s]
Epoch 0: |          | 3633/? [30:10<00:00,  2.01it/s]
Epoch 0: |          | 3633/? [30:10<00:00,  2.01it/s]
Epoch 0: |          | 3634/? [30:10<00:00,  2.01it/s]
Epoch 0: |          | 3634/? [30:10<00:00,  2.01it/s]
Epoch 0: |          | 3635/? [30:11<00:00,  2.01it/s]
Epoch 0: |          | 3635/? [30:11<00:00,  2.01it/s]
Epoch 0: |          | 3636/? [30:11<00:00,  2.01it/s]
Epoch 0: |          | 3636/? [30:11<00:00,  2.01it/s]
Epoch 0: |          | 3637/? [30:12<00:00,  2.01it/s]
Epoch 0: |          | 3637/? [30:12<00:00,  2.01it/s]
Epoch 0: |          | 3638/? [30:12<00:00,  2.01it/s]
Epoch 0: |          | 3638/? [30:12<00:00,  2.01it/s]
Epoch 0: |          | 3639/? [30:13<00:00,  2.01it/s]
Epoch 0: |          | 3639/? [30:13<00:00,  2.01it/s]
Epoch 0: |          | 3640/? [30:13<00:00,  2.01it/s]
Epoch 0: |          | 3640/? [30:13<00:00,  2.01it/s]
Epoch 0: |          | 3641/? [30:13<00:00,  2.01it/s]
Epoch 0: |          | 3641/? [30:13<00:00,  2.01it/s]
Epoch 0: |          | 3642/? [30:14<00:00,  2.01it/s]
Epoch 0: |          | 3642/? [30:14<00:00,  2.01it/s]
Epoch 0: |          | 3643/? [30:14<00:00,  2.01it/s]
Epoch 0: |          | 3643/? [30:14<00:00,  2.01it/s]
Epoch 0: |          | 3644/? [30:15<00:00,  2.01it/s]
Epoch 0: |          | 3644/? [30:15<00:00,  2.01it/s]
Epoch 0: |          | 3645/? [30:15<00:00,  2.01it/s]
Epoch 0: |          | 3645/? [30:15<00:00,  2.01it/s]
Epoch 0: |          | 3646/? [30:15<00:00,  2.01it/s]
Epoch 0: |          | 3646/? [30:15<00:00,  2.01it/s]
Epoch 0: |          | 3647/? [30:16<00:00,  2.01it/s]
Epoch 0: |          | 3647/? [30:16<00:00,  2.01it/s]
Epoch 0: |          | 3648/? [30:16<00:00,  2.01it/s]
Epoch 0: |          | 3648/? [30:16<00:00,  2.01it/s]
Epoch 0: |          | 3649/? [30:17<00:00,  2.01it/s]
Epoch 0: |          | 3649/? [30:17<00:00,  2.01it/s]
Epoch 0: |          | 3650/? [30:17<00:00,  2.01it/s]
Epoch 0: |          | 3650/? [30:17<00:00,  2.01it/s]
Epoch 0: |          | 3651/? [30:18<00:00,  2.01it/s]
Epoch 0: |          | 3651/? [30:18<00:00,  2.01it/s]
Epoch 0: |          | 3652/? [30:18<00:00,  2.01it/s]
Epoch 0: |          | 3652/? [30:18<00:00,  2.01it/s]
Epoch 0: |          | 3653/? [30:18<00:00,  2.01it/s]
Epoch 0: |          | 3653/? [30:18<00:00,  2.01it/s]
Epoch 0: |          | 3654/? [30:19<00:00,  2.01it/s]
Epoch 0: |          | 3654/? [30:19<00:00,  2.01it/s]
Epoch 0: |          | 3655/? [30:19<00:00,  2.01it/s]
Epoch 0: |          | 3655/? [30:19<00:00,  2.01it/s]
Epoch 0: |          | 3656/? [30:20<00:00,  2.01it/s]
Epoch 0: |          | 3656/? [30:20<00:00,  2.01it/s]
Epoch 0: |          | 3657/? [30:20<00:00,  2.01it/s]
Epoch 0: |          | 3657/? [30:20<00:00,  2.01it/s]
Epoch 0: |          | 3658/? [30:21<00:00,  2.01it/s]
Epoch 0: |          | 3658/? [30:21<00:00,  2.01it/s]
Epoch 0: |          | 3659/? [30:21<00:00,  2.01it/s]
Epoch 0: |          | 3659/? [30:21<00:00,  2.01it/s]
Epoch 0: |          | 3660/? [30:21<00:00,  2.01it/s]
Epoch 0: |          | 3660/? [30:21<00:00,  2.01it/s]
Epoch 0: |          | 3661/? [30:22<00:00,  2.01it/s]
Epoch 0: |          | 3661/? [30:22<00:00,  2.01it/s]
Epoch 0: |          | 3662/? [30:22<00:00,  2.01it/s]
Epoch 0: |          | 3662/? [30:22<00:00,  2.01it/s]
Epoch 0: |          | 3663/? [30:23<00:00,  2.01it/s]
Epoch 0: |          | 3663/? [30:23<00:00,  2.01it/s]
Epoch 0: |          | 3664/? [30:23<00:00,  2.01it/s]
Epoch 0: |          | 3664/? [30:23<00:00,  2.01it/s]
Epoch 0: |          | 3665/? [30:24<00:00,  2.01it/s]
Epoch 0: |          | 3665/? [30:24<00:00,  2.01it/s]
Epoch 0: |          | 3666/? [30:24<00:00,  2.01it/s]
Epoch 0: |          | 3666/? [30:24<00:00,  2.01it/s]
Epoch 0: |          | 3667/? [30:24<00:00,  2.01it/s]
Epoch 0: |          | 3667/? [30:24<00:00,  2.01it/s]
Epoch 0: |          | 3668/? [30:25<00:00,  2.01it/s]
Epoch 0: |          | 3668/? [30:25<00:00,  2.01it/s]
Epoch 0: |          | 3669/? [30:25<00:00,  2.01it/s]
Epoch 0: |          | 3669/? [30:25<00:00,  2.01it/s]
Epoch 0: |          | 3670/? [30:26<00:00,  2.01it/s]
Epoch 0: |          | 3670/? [30:26<00:00,  2.01it/s]
Epoch 0: |          | 3671/? [30:26<00:00,  2.01it/s]
Epoch 0: |          | 3671/? [30:26<00:00,  2.01it/s]
Epoch 0: |          | 3672/? [30:26<00:00,  2.01it/s]
Epoch 0: |          | 3672/? [30:26<00:00,  2.01it/s]
Epoch 0: |          | 3673/? [30:27<00:00,  2.01it/s]
Epoch 0: |          | 3673/? [30:27<00:00,  2.01it/s]
Epoch 0: |          | 3674/? [30:27<00:00,  2.01it/s]
Epoch 0: |          | 3674/? [30:27<00:00,  2.01it/s]
Epoch 0: |          | 3675/? [30:28<00:00,  2.01it/s]
Epoch 0: |          | 3675/? [30:28<00:00,  2.01it/s]
Epoch 0: |          | 3676/? [30:28<00:00,  2.01it/s]
Epoch 0: |          | 3676/? [30:28<00:00,  2.01it/s]
Epoch 0: |          | 3677/? [30:29<00:00,  2.01it/s]
Epoch 0: |          | 3677/? [30:29<00:00,  2.01it/s]
Epoch 0: |          | 3678/? [30:29<00:00,  2.01it/s]
Epoch 0: |          | 3678/? [30:29<00:00,  2.01it/s]
Epoch 0: |          | 3679/? [30:29<00:00,  2.01it/s]
Epoch 0: |          | 3679/? [30:29<00:00,  2.01it/s]
Epoch 0: |          | 3680/? [30:30<00:00,  2.01it/s]
Epoch 0: |          | 3680/? [30:30<00:00,  2.01it/s]
Epoch 0: |          | 3681/? [30:30<00:00,  2.01it/s]
Epoch 0: |          | 3681/? [30:30<00:00,  2.01it/s]
Epoch 0: |          | 3682/? [30:31<00:00,  2.01it/s]
Epoch 0: |          | 3682/? [30:31<00:00,  2.01it/s]
Epoch 0: |          | 3683/? [30:31<00:00,  2.01it/s]
Epoch 0: |          | 3683/? [30:31<00:00,  2.01it/s]
Epoch 0: |          | 3684/? [30:32<00:00,  2.01it/s]
Epoch 0: |          | 3684/? [30:32<00:00,  2.01it/s]
Epoch 0: |          | 3685/? [30:32<00:00,  2.01it/s]
Epoch 0: |          | 3685/? [30:32<00:00,  2.01it/s]
Epoch 0: |          | 3686/? [30:32<00:00,  2.01it/s]
Epoch 0: |          | 3686/? [30:32<00:00,  2.01it/s]
Epoch 0: |          | 3687/? [30:33<00:00,  2.01it/s]
Epoch 0: |          | 3687/? [30:33<00:00,  2.01it/s]
Epoch 0: |          | 3688/? [30:33<00:00,  2.01it/s]
Epoch 0: |          | 3688/? [30:33<00:00,  2.01it/s]
Epoch 0: |          | 3689/? [30:34<00:00,  2.01it/s]
Epoch 0: |          | 3689/? [30:34<00:00,  2.01it/s]
Epoch 0: |          | 3690/? [30:34<00:00,  2.01it/s]
Epoch 0: |          | 3690/? [30:34<00:00,  2.01it/s]
Epoch 0: |          | 3691/? [30:34<00:00,  2.01it/s]
Epoch 0: |          | 3691/? [30:34<00:00,  2.01it/s]
Epoch 0: |          | 3692/? [30:35<00:00,  2.01it/s]
Epoch 0: |          | 3692/? [30:35<00:00,  2.01it/s]
Epoch 0: |          | 3693/? [30:35<00:00,  2.01it/s]
Epoch 0: |          | 3693/? [30:35<00:00,  2.01it/s]
Epoch 0: |          | 3694/? [30:36<00:00,  2.01it/s]
Epoch 0: |          | 3694/? [30:36<00:00,  2.01it/s]
Epoch 0: |          | 3695/? [30:36<00:00,  2.01it/s]
Epoch 0: |          | 3695/? [30:36<00:00,  2.01it/s]
Epoch 0: |          | 3696/? [30:37<00:00,  2.01it/s]
Epoch 0: |          | 3696/? [30:37<00:00,  2.01it/s]
Epoch 0: |          | 3697/? [30:37<00:00,  2.01it/s]
Epoch 0: |          | 3697/? [30:37<00:00,  2.01it/s]
Epoch 0: |          | 3698/? [30:37<00:00,  2.01it/s]
Epoch 0: |          | 3698/? [30:37<00:00,  2.01it/s]
Epoch 0: |          | 3699/? [30:38<00:00,  2.01it/s]
Epoch 0: |          | 3699/? [30:38<00:00,  2.01it/s]
Epoch 0: |          | 3700/? [30:38<00:00,  2.01it/s]
Epoch 0: |          | 3700/? [30:38<00:00,  2.01it/s]
Epoch 0: |          | 3701/? [30:39<00:00,  2.01it/s]
Epoch 0: |          | 3701/? [30:39<00:00,  2.01it/s]
Epoch 0: |          | 3702/? [30:39<00:00,  2.01it/s]
Epoch 0: |          | 3702/? [30:39<00:00,  2.01it/s]
Epoch 0: |          | 3703/? [30:40<00:00,  2.01it/s]
Epoch 0: |          | 3703/? [30:40<00:00,  2.01it/s]
Epoch 0: |          | 3704/? [30:40<00:00,  2.01it/s]
Epoch 0: |          | 3704/? [30:40<00:00,  2.01it/s]
Epoch 0: |          | 3705/? [30:40<00:00,  2.01it/s]
Epoch 0: |          | 3705/? [30:40<00:00,  2.01it/s]
Epoch 0: |          | 3706/? [30:41<00:00,  2.01it/s]
Epoch 0: |          | 3706/? [30:41<00:00,  2.01it/s]
Epoch 0: |          | 3707/? [30:41<00:00,  2.01it/s]
Epoch 0: |          | 3707/? [30:41<00:00,  2.01it/s]
Epoch 0: |          | 3708/? [30:42<00:00,  2.01it/s]
Epoch 0: |          | 3708/? [30:42<00:00,  2.01it/s]
Epoch 0: |          | 3709/? [30:42<00:00,  2.01it/s]
Epoch 0: |          | 3709/? [30:42<00:00,  2.01it/s]
Epoch 0: |          | 3710/? [30:42<00:00,  2.01it/s]
Epoch 0: |          | 3710/? [30:42<00:00,  2.01it/s]
Epoch 0: |          | 3711/? [30:43<00:00,  2.01it/s]
Epoch 0: |          | 3711/? [30:43<00:00,  2.01it/s]
Epoch 0: |          | 3712/? [30:43<00:00,  2.01it/s]
Epoch 0: |          | 3712/? [30:43<00:00,  2.01it/s]
Epoch 0: |          | 3713/? [30:44<00:00,  2.01it/s]
Epoch 0: |          | 3713/? [30:44<00:00,  2.01it/s]
Epoch 0: |          | 3714/? [30:44<00:00,  2.01it/s]
Epoch 0: |          | 3714/? [30:44<00:00,  2.01it/s]
Epoch 0: |          | 3715/? [30:45<00:00,  2.01it/s]
Epoch 0: |          | 3715/? [30:45<00:00,  2.01it/s]
Epoch 0: |          | 3716/? [30:45<00:00,  2.01it/s]
Epoch 0: |          | 3716/? [30:45<00:00,  2.01it/s]
Epoch 0: |          | 3717/? [30:45<00:00,  2.01it/s]
Epoch 0: |          | 3717/? [30:45<00:00,  2.01it/s]
Epoch 0: |          | 3718/? [30:46<00:00,  2.01it/s]
Epoch 0: |          | 3718/? [30:46<00:00,  2.01it/s]
Epoch 0: |          | 3719/? [30:46<00:00,  2.01it/s]
Epoch 0: |          | 3719/? [30:46<00:00,  2.01it/s]
Epoch 0: |          | 3720/? [30:47<00:00,  2.01it/s]
Epoch 0: |          | 3720/? [30:47<00:00,  2.01it/s]
Epoch 0: |          | 3721/? [30:47<00:00,  2.01it/s]
Epoch 0: |          | 3721/? [30:47<00:00,  2.01it/s]
Epoch 0: |          | 3722/? [30:48<00:00,  2.01it/s]
Epoch 0: |          | 3722/? [30:48<00:00,  2.01it/s]
Epoch 0: |          | 3723/? [30:48<00:00,  2.01it/s]
Epoch 0: |          | 3723/? [30:48<00:00,  2.01it/s]
Epoch 0: |          | 3724/? [30:48<00:00,  2.01it/s]
Epoch 0: |          | 3724/? [30:48<00:00,  2.01it/s]
Epoch 0: |          | 3725/? [30:49<00:00,  2.01it/s]
Epoch 0: |          | 3725/? [30:49<00:00,  2.01it/s]
Epoch 0: |          | 3726/? [30:49<00:00,  2.01it/s]
Epoch 0: |          | 3726/? [30:49<00:00,  2.01it/s]
Epoch 0: |          | 3727/? [30:50<00:00,  2.01it/s]
Epoch 0: |          | 3727/? [30:50<00:00,  2.01it/s]
Epoch 0: |          | 3728/? [30:50<00:00,  2.01it/s]
Epoch 0: |          | 3728/? [30:50<00:00,  2.01it/s]
Epoch 0: |          | 3729/? [30:51<00:00,  2.01it/s]
Epoch 0: |          | 3729/? [30:51<00:00,  2.01it/s]
Epoch 0: |          | 3730/? [30:51<00:00,  2.01it/s]
Epoch 0: |          | 3730/? [30:51<00:00,  2.01it/s]
Epoch 0: |          | 3731/? [30:51<00:00,  2.01it/s]
Epoch 0: |          | 3731/? [30:51<00:00,  2.01it/s]
Epoch 0: |          | 3732/? [30:52<00:00,  2.01it/s]
Epoch 0: |          | 3732/? [30:52<00:00,  2.01it/s]
Epoch 0: |          | 3733/? [30:52<00:00,  2.01it/s]
Epoch 0: |          | 3733/? [30:52<00:00,  2.01it/s]
Epoch 0: |          | 3734/? [30:53<00:00,  2.01it/s]
Epoch 0: |          | 3734/? [30:53<00:00,  2.01it/s]
Epoch 0: |          | 3735/? [30:53<00:00,  2.02it/s]
Epoch 0: |          | 3735/? [30:53<00:00,  2.02it/s]
Epoch 0: |          | 3736/? [30:53<00:00,  2.02it/s]
Epoch 0: |          | 3736/? [30:53<00:00,  2.02it/s]
Epoch 0: |          | 3737/? [30:54<00:00,  2.02it/s]
Epoch 0: |          | 3737/? [30:54<00:00,  2.02it/s]
Epoch 0: |          | 3738/? [30:54<00:00,  2.02it/s]
Epoch 0: |          | 3738/? [30:54<00:00,  2.02it/s]
Epoch 0: |          | 3739/? [30:55<00:00,  2.02it/s]
Epoch 0: |          | 3739/? [30:55<00:00,  2.02it/s]
Epoch 0: |          | 3740/? [30:55<00:00,  2.02it/s]
Epoch 0: |          | 3740/? [30:55<00:00,  2.02it/s]
Epoch 0: |          | 3741/? [30:56<00:00,  2.02it/s]
Epoch 0: |          | 3741/? [30:56<00:00,  2.02it/s]
Epoch 0: |          | 3742/? [30:56<00:00,  2.02it/s]
Epoch 0: |          | 3742/? [30:56<00:00,  2.02it/s]
Epoch 0: |          | 3743/? [30:56<00:00,  2.02it/s]
Epoch 0: |          | 3743/? [30:56<00:00,  2.02it/s]
Epoch 0: |          | 3744/? [30:57<00:00,  2.02it/s]
Epoch 0: |          | 3744/? [30:57<00:00,  2.02it/s]
Epoch 0: |          | 3745/? [30:57<00:00,  2.02it/s]
Epoch 0: |          | 3745/? [30:57<00:00,  2.02it/s]
Epoch 0: |          | 3746/? [30:58<00:00,  2.02it/s]
Epoch 0: |          | 3746/? [30:58<00:00,  2.02it/s]
Epoch 0: |          | 3747/? [30:58<00:00,  2.02it/s]
Epoch 0: |          | 3747/? [30:58<00:00,  2.02it/s]
Epoch 0: |          | 3748/? [30:59<00:00,  2.02it/s]
Epoch 0: |          | 3748/? [30:59<00:00,  2.02it/s]
Epoch 0: |          | 3749/? [30:59<00:00,  2.02it/s]
Epoch 0: |          | 3749/? [30:59<00:00,  2.02it/s]
Epoch 0: |          | 3750/? [31:00<00:00,  2.02it/s]
Epoch 0: |          | 3750/? [31:00<00:00,  2.02it/s]
Epoch 0: |          | 3751/? [31:00<00:00,  2.02it/s]
Epoch 0: |          | 3751/? [31:00<00:00,  2.02it/s]
Epoch 0: |          | 3752/? [31:00<00:00,  2.02it/s]
Epoch 0: |          | 3752/? [31:00<00:00,  2.02it/s]
Epoch 0: |          | 3753/? [31:01<00:00,  2.02it/s]
Epoch 0: |          | 3753/? [31:01<00:00,  2.02it/s]
Epoch 0: |          | 3754/? [31:01<00:00,  2.02it/s]
Epoch 0: |          | 3754/? [31:01<00:00,  2.02it/s]
Epoch 0: |          | 3755/? [31:02<00:00,  2.02it/s]
Epoch 0: |          | 3755/? [31:02<00:00,  2.02it/s]
Epoch 0: |          | 3756/? [31:02<00:00,  2.02it/s]
Epoch 0: |          | 3756/? [31:02<00:00,  2.02it/s]
Epoch 0: |          | 3757/? [31:02<00:00,  2.02it/s]
Epoch 0: |          | 3757/? [31:02<00:00,  2.02it/s]
Epoch 0: |          | 3758/? [31:03<00:00,  2.02it/s]
Epoch 0: |          | 3758/? [31:03<00:00,  2.02it/s]
Epoch 0: |          | 3759/? [31:03<00:00,  2.02it/s]
Epoch 0: |          | 3759/? [31:03<00:00,  2.02it/s]
Epoch 0: |          | 3760/? [31:04<00:00,  2.02it/s]
Epoch 0: |          | 3760/? [31:04<00:00,  2.02it/s]
Epoch 0: |          | 3761/? [31:04<00:00,  2.02it/s]
Epoch 0: |          | 3761/? [31:04<00:00,  2.02it/s]
Epoch 0: |          | 3762/? [31:05<00:00,  2.02it/s]
Epoch 0: |          | 3762/? [31:05<00:00,  2.02it/s]
Epoch 0: |          | 3763/? [31:05<00:00,  2.02it/s]
Epoch 0: |          | 3763/? [31:05<00:00,  2.02it/s]
Epoch 0: |          | 3764/? [31:05<00:00,  2.02it/s]
Epoch 0: |          | 3764/? [31:05<00:00,  2.02it/s]
Epoch 0: |          | 3765/? [31:06<00:00,  2.02it/s]
Epoch 0: |          | 3765/? [31:06<00:00,  2.02it/s]
Epoch 0: |          | 3766/? [31:06<00:00,  2.02it/s]
Epoch 0: |          | 3766/? [31:06<00:00,  2.02it/s]
Epoch 0: |          | 3767/? [31:07<00:00,  2.02it/s]
Epoch 0: |          | 3767/? [31:07<00:00,  2.02it/s]
Epoch 0: |          | 3768/? [31:07<00:00,  2.02it/s]
Epoch 0: |          | 3768/? [31:07<00:00,  2.02it/s]
Epoch 0: |          | 3769/? [31:08<00:00,  2.02it/s]
Epoch 0: |          | 3769/? [31:08<00:00,  2.02it/s]
Epoch 0: |          | 3770/? [31:08<00:00,  2.02it/s]
Epoch 0: |          | 3770/? [31:08<00:00,  2.02it/s]
Epoch 0: |          | 3771/? [31:08<00:00,  2.02it/s]
Epoch 0: |          | 3771/? [31:08<00:00,  2.02it/s]
Epoch 0: |          | 3772/? [31:09<00:00,  2.02it/s]
Epoch 0: |          | 3772/? [31:09<00:00,  2.02it/s]
Epoch 0: |          | 3773/? [31:09<00:00,  2.02it/s]
Epoch 0: |          | 3773/? [31:09<00:00,  2.02it/s]
Epoch 0: |          | 3774/? [31:10<00:00,  2.02it/s]
Epoch 0: |          | 3774/? [31:10<00:00,  2.02it/s]
Epoch 0: |          | 3775/? [31:10<00:00,  2.02it/s]
Epoch 0: |          | 3775/? [31:10<00:00,  2.02it/s]
Epoch 0: |          | 3776/? [31:10<00:00,  2.02it/s]
Epoch 0: |          | 3776/? [31:10<00:00,  2.02it/s]
Epoch 0: |          | 3777/? [31:11<00:00,  2.02it/s]
Epoch 0: |          | 3777/? [31:11<00:00,  2.02it/s]
Epoch 0: |          | 3778/? [31:11<00:00,  2.02it/s]
Epoch 0: |          | 3778/? [31:11<00:00,  2.02it/s]
Epoch 0: |          | 3779/? [31:12<00:00,  2.02it/s]
Epoch 0: |          | 3779/? [31:12<00:00,  2.02it/s]
Epoch 0: |          | 3780/? [31:12<00:00,  2.02it/s]
Epoch 0: |          | 3780/? [31:12<00:00,  2.02it/s]
Epoch 0: |          | 3781/? [31:13<00:00,  2.02it/s]
Epoch 0: |          | 3781/? [31:13<00:00,  2.02it/s]
Epoch 0: |          | 3782/? [31:13<00:00,  2.02it/s]
Epoch 0: |          | 3782/? [31:13<00:00,  2.02it/s]
Epoch 0: |          | 3783/? [31:13<00:00,  2.02it/s]
Epoch 0: |          | 3783/? [31:13<00:00,  2.02it/s]
Epoch 0: |          | 3784/? [31:14<00:00,  2.02it/s]
Epoch 0: |          | 3784/? [31:14<00:00,  2.02it/s]
Epoch 0: |          | 3785/? [31:14<00:00,  2.02it/s]
Epoch 0: |          | 3785/? [31:14<00:00,  2.02it/s]
Epoch 0: |          | 3786/? [31:15<00:00,  2.02it/s]
Epoch 0: |          | 3786/? [31:15<00:00,  2.02it/s]
Epoch 0: |          | 3787/? [31:15<00:00,  2.02it/s]
Epoch 0: |          | 3787/? [31:15<00:00,  2.02it/s]
Epoch 0: |          | 3788/? [31:16<00:00,  2.02it/s]
Epoch 0: |          | 3788/? [31:16<00:00,  2.02it/s]
Epoch 0: |          | 3789/? [31:16<00:00,  2.02it/s]
Epoch 0: |          | 3789/? [31:16<00:00,  2.02it/s]
Epoch 0: |          | 3790/? [31:17<00:00,  2.02it/s]
Epoch 0: |          | 3790/? [31:17<00:00,  2.02it/s]
Epoch 0: |          | 3791/? [31:17<00:00,  2.02it/s]
Epoch 0: |          | 3791/? [31:17<00:00,  2.02it/s]
Epoch 0: |          | 3792/? [31:18<00:00,  2.02it/s]
Epoch 0: |          | 3792/? [31:18<00:00,  2.02it/s]
Epoch 0: |          | 3793/? [31:18<00:00,  2.02it/s]
Epoch 0: |          | 3793/? [31:18<00:00,  2.02it/s]
Epoch 0: |          | 3794/? [31:18<00:00,  2.02it/s]
Epoch 0: |          | 3794/? [31:18<00:00,  2.02it/s]
Epoch 0: |          | 3795/? [31:19<00:00,  2.02it/s]
Epoch 0: |          | 3795/? [31:19<00:00,  2.02it/s]
Epoch 0: |          | 3796/? [31:19<00:00,  2.02it/s]
Epoch 0: |          | 3796/? [31:19<00:00,  2.02it/s]
Epoch 0: |          | 3797/? [31:20<00:00,  2.02it/s]
Epoch 0: |          | 3797/? [31:20<00:00,  2.02it/s]
Epoch 0: |          | 3798/? [31:20<00:00,  2.02it/s]
Epoch 0: |          | 3798/? [31:20<00:00,  2.02it/s]
Epoch 0: |          | 3799/? [31:21<00:00,  2.02it/s]
Epoch 0: |          | 3799/? [31:21<00:00,  2.02it/s]
Epoch 0: |          | 3800/? [31:21<00:00,  2.02it/s]
Epoch 0: |          | 3800/? [31:21<00:00,  2.02it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  5.11it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  4.54it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  4.57it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  4.47it/s]

Epoch 0: |          | 3800/? [31:22<00:00,  2.02it/s]
Epoch 0: |          | 3801/? [31:22<00:00,  2.02it/s]
Epoch 0: |          | 3801/? [31:22<00:00,  2.02it/s]
Epoch 0: |          | 3802/? [31:23<00:00,  2.02it/s]
Epoch 0: |          | 3802/? [31:23<00:00,  2.02it/s]
Epoch 0: |          | 3803/? [31:23<00:00,  2.02it/s]
Epoch 0: |          | 3803/? [31:23<00:00,  2.02it/s]
Epoch 0: |          | 3804/? [31:24<00:00,  2.02it/s]
Epoch 0: |          | 3804/? [31:24<00:00,  2.02it/s]
Epoch 0: |          | 3805/? [31:24<00:00,  2.02it/s]
Epoch 0: |          | 3805/? [31:24<00:00,  2.02it/s]
Epoch 0: |          | 3806/? [31:24<00:00,  2.02it/s]
Epoch 0: |          | 3806/? [31:24<00:00,  2.02it/s]
Epoch 0: |          | 3807/? [31:25<00:00,  2.02it/s]
Epoch 0: |          | 3807/? [31:25<00:00,  2.02it/s]
Epoch 0: |          | 3808/? [31:25<00:00,  2.02it/s]
Epoch 0: |          | 3808/? [31:25<00:00,  2.02it/s]
Epoch 0: |          | 3809/? [31:26<00:00,  2.02it/s]
Epoch 0: |          | 3809/? [31:26<00:00,  2.02it/s]
Epoch 0: |          | 3810/? [31:26<00:00,  2.02it/s]
Epoch 0: |          | 3810/? [31:26<00:00,  2.02it/s]
Epoch 0: |          | 3811/? [31:26<00:00,  2.02it/s]
Epoch 0: |          | 3811/? [31:26<00:00,  2.02it/s]
Epoch 0: |          | 3812/? [31:27<00:00,  2.02it/s]
Epoch 0: |          | 3812/? [31:27<00:00,  2.02it/s]
Epoch 0: |          | 3813/? [31:27<00:00,  2.02it/s]
Epoch 0: |          | 3813/? [31:27<00:00,  2.02it/s]
Epoch 0: |          | 3814/? [31:28<00:00,  2.02it/s]
Epoch 0: |          | 3814/? [31:28<00:00,  2.02it/s]
Epoch 0: |          | 3815/? [31:28<00:00,  2.02it/s]
Epoch 0: |          | 3815/? [31:28<00:00,  2.02it/s]
Epoch 0: |          | 3816/? [31:29<00:00,  2.02it/s]
Epoch 0: |          | 3816/? [31:29<00:00,  2.02it/s]
Epoch 0: |          | 3817/? [31:29<00:00,  2.02it/s]
Epoch 0: |          | 3817/? [31:29<00:00,  2.02it/s]
Epoch 0: |          | 3818/? [31:29<00:00,  2.02it/s]
Epoch 0: |          | 3818/? [31:29<00:00,  2.02it/s]
Epoch 0: |          | 3819/? [31:30<00:00,  2.02it/s]
Epoch 0: |          | 3819/? [31:30<00:00,  2.02it/s]
Epoch 0: |          | 3820/? [31:30<00:00,  2.02it/s]
Epoch 0: |          | 3820/? [31:30<00:00,  2.02it/s]
Epoch 0: |          | 3821/? [31:31<00:00,  2.02it/s]
Epoch 0: |          | 3821/? [31:31<00:00,  2.02it/s]
Epoch 0: |          | 3822/? [31:31<00:00,  2.02it/s]
Epoch 0: |          | 3822/? [31:31<00:00,  2.02it/s]
Epoch 0: |          | 3823/? [31:31<00:00,  2.02it/s]
Epoch 0: |          | 3823/? [31:31<00:00,  2.02it/s]
Epoch 0: |          | 3824/? [31:32<00:00,  2.02it/s]
Epoch 0: |          | 3824/? [31:32<00:00,  2.02it/s]
Epoch 0: |          | 3825/? [31:32<00:00,  2.02it/s]
Epoch 0: |          | 3825/? [31:32<00:00,  2.02it/s]
Epoch 0: |          | 3826/? [31:33<00:00,  2.02it/s]
Epoch 0: |          | 3826/? [31:33<00:00,  2.02it/s]
Epoch 0: |          | 3827/? [31:33<00:00,  2.02it/s]
Epoch 0: |          | 3827/? [31:33<00:00,  2.02it/s]
Epoch 0: |          | 3828/? [31:34<00:00,  2.02it/s]
Epoch 0: |          | 3828/? [31:34<00:00,  2.02it/s]
Epoch 0: |          | 3829/? [31:34<00:00,  2.02it/s]
Epoch 0: |          | 3829/? [31:34<00:00,  2.02it/s]
Epoch 0: |          | 3830/? [31:34<00:00,  2.02it/s]
Epoch 0: |          | 3830/? [31:34<00:00,  2.02it/s]
Epoch 0: |          | 3831/? [31:35<00:00,  2.02it/s]
Epoch 0: |          | 3831/? [31:35<00:00,  2.02it/s]
Epoch 0: |          | 3832/? [31:35<00:00,  2.02it/s]
Epoch 0: |          | 3832/? [31:35<00:00,  2.02it/s]
Epoch 0: |          | 3833/? [31:36<00:00,  2.02it/s]
Epoch 0: |          | 3833/? [31:36<00:00,  2.02it/s]
Epoch 0: |          | 3834/? [31:36<00:00,  2.02it/s]
Epoch 0: |          | 3834/? [31:36<00:00,  2.02it/s]
Epoch 0: |          | 3835/? [31:36<00:00,  2.02it/s]
Epoch 0: |          | 3835/? [31:36<00:00,  2.02it/s]
Epoch 0: |          | 3836/? [31:37<00:00,  2.02it/s]
Epoch 0: |          | 3836/? [31:37<00:00,  2.02it/s]
Epoch 0: |          | 3837/? [31:37<00:00,  2.02it/s]
Epoch 0: |          | 3837/? [31:37<00:00,  2.02it/s]
Epoch 0: |          | 3838/? [31:38<00:00,  2.02it/s]
Epoch 0: |          | 3838/? [31:38<00:00,  2.02it/s]
Epoch 0: |          | 3839/? [31:38<00:00,  2.02it/s]
Epoch 0: |          | 3839/? [31:38<00:00,  2.02it/s]
Epoch 0: |          | 3840/? [31:39<00:00,  2.02it/s]
Epoch 0: |          | 3840/? [31:39<00:00,  2.02it/s]
Epoch 0: |          | 3841/? [31:39<00:00,  2.02it/s]
Epoch 0: |          | 3841/? [31:39<00:00,  2.02it/s]
Epoch 0: |          | 3842/? [31:40<00:00,  2.02it/s]
Epoch 0: |          | 3842/? [31:40<00:00,  2.02it/s]
Epoch 0: |          | 3843/? [31:40<00:00,  2.02it/s]
Epoch 0: |          | 3843/? [31:40<00:00,  2.02it/s]
Epoch 0: |          | 3844/? [31:40<00:00,  2.02it/s]
Epoch 0: |          | 3844/? [31:40<00:00,  2.02it/s]
Epoch 0: |          | 3845/? [31:41<00:00,  2.02it/s]
Epoch 0: |          | 3845/? [31:41<00:00,  2.02it/s]
Epoch 0: |          | 3846/? [31:41<00:00,  2.02it/s]
Epoch 0: |          | 3846/? [31:41<00:00,  2.02it/s]
Epoch 0: |          | 3847/? [31:42<00:00,  2.02it/s]
Epoch 0: |          | 3847/? [31:42<00:00,  2.02it/s]
Epoch 0: |          | 3848/? [31:42<00:00,  2.02it/s]
Epoch 0: |          | 3848/? [31:42<00:00,  2.02it/s]
Epoch 0: |          | 3849/? [31:43<00:00,  2.02it/s]
Epoch 0: |          | 3849/? [31:43<00:00,  2.02it/s]
Epoch 0: |          | 3850/? [31:43<00:00,  2.02it/s]
Epoch 0: |          | 3850/? [31:43<00:00,  2.02it/s]
Epoch 0: |          | 3851/? [31:43<00:00,  2.02it/s]
Epoch 0: |          | 3851/? [31:43<00:00,  2.02it/s]
Epoch 0: |          | 3852/? [31:44<00:00,  2.02it/s]
Epoch 0: |          | 3852/? [31:44<00:00,  2.02it/s]
Epoch 0: |          | 3853/? [31:44<00:00,  2.02it/s]
Epoch 0: |          | 3853/? [31:44<00:00,  2.02it/s]
Epoch 0: |          | 3854/? [31:45<00:00,  2.02it/s]
Epoch 0: |          | 3854/? [31:45<00:00,  2.02it/s]
Epoch 0: |          | 3855/? [31:45<00:00,  2.02it/s]
Epoch 0: |          | 3855/? [31:45<00:00,  2.02it/s]
Epoch 0: |          | 3856/? [31:46<00:00,  2.02it/s]
Epoch 0: |          | 3856/? [31:46<00:00,  2.02it/s]
Epoch 0: |          | 3857/? [31:46<00:00,  2.02it/s]
Epoch 0: |          | 3857/? [31:46<00:00,  2.02it/s]
Epoch 0: |          | 3858/? [31:46<00:00,  2.02it/s]
Epoch 0: |          | 3858/? [31:46<00:00,  2.02it/s]
Epoch 0: |          | 3859/? [31:47<00:00,  2.02it/s]
Epoch 0: |          | 3859/? [31:47<00:00,  2.02it/s]
Epoch 0: |          | 3860/? [31:47<00:00,  2.02it/s]
Epoch 0: |          | 3860/? [31:47<00:00,  2.02it/s]
Epoch 0: |          | 3861/? [31:48<00:00,  2.02it/s]
Epoch 0: |          | 3861/? [31:48<00:00,  2.02it/s]
Epoch 0: |          | 3862/? [31:48<00:00,  2.02it/s]
Epoch 0: |          | 3862/? [31:48<00:00,  2.02it/s]
Epoch 0: |          | 3863/? [31:48<00:00,  2.02it/s]
Epoch 0: |          | 3863/? [31:48<00:00,  2.02it/s]
Epoch 0: |          | 3864/? [31:49<00:00,  2.02it/s]
Epoch 0: |          | 3864/? [31:49<00:00,  2.02it/s]
Epoch 0: |          | 3865/? [31:49<00:00,  2.02it/s]
Epoch 0: |          | 3865/? [31:49<00:00,  2.02it/s]
Epoch 0: |          | 3866/? [31:50<00:00,  2.02it/s]
Epoch 0: |          | 3866/? [31:50<00:00,  2.02it/s]
Epoch 0: |          | 3867/? [31:50<00:00,  2.02it/s]
Epoch 0: |          | 3867/? [31:50<00:00,  2.02it/s]
Epoch 0: |          | 3868/? [31:50<00:00,  2.02it/s]
Epoch 0: |          | 3868/? [31:50<00:00,  2.02it/s]
Epoch 0: |          | 3869/? [31:51<00:00,  2.02it/s]
Epoch 0: |          | 3869/? [31:51<00:00,  2.02it/s]
Epoch 0: |          | 3870/? [31:51<00:00,  2.02it/s]
Epoch 0: |          | 3870/? [31:51<00:00,  2.02it/s]
Epoch 0: |          | 3871/? [31:52<00:00,  2.02it/s]
Epoch 0: |          | 3871/? [31:52<00:00,  2.02it/s]
Epoch 0: |          | 3872/? [31:52<00:00,  2.02it/s]
Epoch 0: |          | 3872/? [31:52<00:00,  2.02it/s]
Epoch 0: |          | 3873/? [31:53<00:00,  2.02it/s]
Epoch 0: |          | 3873/? [31:53<00:00,  2.02it/s]
Epoch 0: |          | 3874/? [31:53<00:00,  2.02it/s]
Epoch 0: |          | 3874/? [31:53<00:00,  2.02it/s]
Epoch 0: |          | 3875/? [31:53<00:00,  2.02it/s]
Epoch 0: |          | 3875/? [31:53<00:00,  2.02it/s]
Epoch 0: |          | 3876/? [31:54<00:00,  2.02it/s]
Epoch 0: |          | 3876/? [31:54<00:00,  2.02it/s]
Epoch 0: |          | 3877/? [31:54<00:00,  2.02it/s]
Epoch 0: |          | 3877/? [31:54<00:00,  2.02it/s]
Epoch 0: |          | 3878/? [31:55<00:00,  2.02it/s]
Epoch 0: |          | 3878/? [31:55<00:00,  2.02it/s]
Epoch 0: |          | 3879/? [31:55<00:00,  2.03it/s]
Epoch 0: |          | 3879/? [31:55<00:00,  2.03it/s]
Epoch 0: |          | 3880/? [31:55<00:00,  2.03it/s]
Epoch 0: |          | 3880/? [31:55<00:00,  2.03it/s]
Epoch 0: |          | 3881/? [31:56<00:00,  2.03it/s]
Epoch 0: |          | 3881/? [31:56<00:00,  2.03it/s]
Epoch 0: |          | 3882/? [31:56<00:00,  2.03it/s]
Epoch 0: |          | 3882/? [31:56<00:00,  2.03it/s]
Epoch 0: |          | 3883/? [31:57<00:00,  2.03it/s]
Epoch 0: |          | 3883/? [31:57<00:00,  2.03it/s]
Epoch 0: |          | 3884/? [31:57<00:00,  2.03it/s]
Epoch 0: |          | 3884/? [31:57<00:00,  2.03it/s]
Epoch 0: |          | 3885/? [31:58<00:00,  2.03it/s]
Epoch 0: |          | 3885/? [31:58<00:00,  2.03it/s]
Epoch 0: |          | 3886/? [31:58<00:00,  2.03it/s]
Epoch 0: |          | 3886/? [31:58<00:00,  2.03it/s]
Epoch 0: |          | 3887/? [31:58<00:00,  2.03it/s]
Epoch 0: |          | 3887/? [31:58<00:00,  2.03it/s]
Epoch 0: |          | 3888/? [31:59<00:00,  2.03it/s]
Epoch 0: |          | 3888/? [31:59<00:00,  2.03it/s]
Epoch 0: |          | 3889/? [31:59<00:00,  2.03it/s]
Epoch 0: |          | 3889/? [31:59<00:00,  2.03it/s]
Epoch 0: |          | 3890/? [32:00<00:00,  2.03it/s]
Epoch 0: |          | 3890/? [32:00<00:00,  2.03it/s]
Epoch 0: |          | 3891/? [32:00<00:00,  2.03it/s]
Epoch 0: |          | 3891/? [32:00<00:00,  2.03it/s]
Epoch 0: |          | 3892/? [32:00<00:00,  2.03it/s]
Epoch 0: |          | 3892/? [32:00<00:00,  2.03it/s]
Epoch 0: |          | 3893/? [32:01<00:00,  2.03it/s]
Epoch 0: |          | 3893/? [32:01<00:00,  2.03it/s]
Epoch 0: |          | 3894/? [32:01<00:00,  2.03it/s]
Epoch 0: |          | 3894/? [32:01<00:00,  2.03it/s]
Epoch 0: |          | 3895/? [32:02<00:00,  2.03it/s]
Epoch 0: |          | 3895/? [32:02<00:00,  2.03it/s]
Epoch 0: |          | 3896/? [32:02<00:00,  2.03it/s]
Epoch 0: |          | 3896/? [32:02<00:00,  2.03it/s]
Epoch 0: |          | 3897/? [32:03<00:00,  2.03it/s]
Epoch 0: |          | 3897/? [32:03<00:00,  2.03it/s]
Epoch 0: |          | 3898/? [32:03<00:00,  2.03it/s]
Epoch 0: |          | 3898/? [32:03<00:00,  2.03it/s]
Epoch 0: |          | 3899/? [32:03<00:00,  2.03it/s]
Epoch 0: |          | 3899/? [32:03<00:00,  2.03it/s]
Epoch 0: |          | 3900/? [32:04<00:00,  2.03it/s]
Epoch 0: |          | 3900/? [32:04<00:00,  2.03it/s]
Epoch 0: |          | 3901/? [32:04<00:00,  2.03it/s]
Epoch 0: |          | 3901/? [32:04<00:00,  2.03it/s]
Epoch 0: |          | 3902/? [32:05<00:00,  2.03it/s]
Epoch 0: |          | 3902/? [32:05<00:00,  2.03it/s]
Epoch 0: |          | 3903/? [32:05<00:00,  2.03it/s]
Epoch 0: |          | 3903/? [32:05<00:00,  2.03it/s]
Epoch 0: |          | 3904/? [32:05<00:00,  2.03it/s]
Epoch 0: |          | 3904/? [32:05<00:00,  2.03it/s]
Epoch 0: |          | 3905/? [32:06<00:00,  2.03it/s]
Epoch 0: |          | 3905/? [32:06<00:00,  2.03it/s]
Epoch 0: |          | 3906/? [32:06<00:00,  2.03it/s]
Epoch 0: |          | 3906/? [32:06<00:00,  2.03it/s]
Epoch 0: |          | 3907/? [32:07<00:00,  2.03it/s]
Epoch 0: |          | 3907/? [32:07<00:00,  2.03it/s]
Epoch 0: |          | 3908/? [32:07<00:00,  2.03it/s]
Epoch 0: |          | 3908/? [32:07<00:00,  2.03it/s]
Epoch 0: |          | 3909/? [32:08<00:00,  2.03it/s]
Epoch 0: |          | 3909/? [32:08<00:00,  2.03it/s]
Epoch 0: |          | 3910/? [32:08<00:00,  2.03it/s]
Epoch 0: |          | 3910/? [32:08<00:00,  2.03it/s]
Epoch 0: |          | 3911/? [32:08<00:00,  2.03it/s]
Epoch 0: |          | 3911/? [32:08<00:00,  2.03it/s]
Epoch 0: |          | 3912/? [32:09<00:00,  2.03it/s]
Epoch 0: |          | 3912/? [32:09<00:00,  2.03it/s]
Epoch 0: |          | 3913/? [32:09<00:00,  2.03it/s]
Epoch 0: |          | 3913/? [32:09<00:00,  2.03it/s]
Epoch 0: |          | 3914/? [32:10<00:00,  2.03it/s]
Epoch 0: |          | 3914/? [32:10<00:00,  2.03it/s]
Epoch 0: |          | 3915/? [32:10<00:00,  2.03it/s]
Epoch 0: |          | 3915/? [32:10<00:00,  2.03it/s]
Epoch 0: |          | 3916/? [32:10<00:00,  2.03it/s]
Epoch 0: |          | 3916/? [32:10<00:00,  2.03it/s]
Epoch 0: |          | 3917/? [32:11<00:00,  2.03it/s]
Epoch 0: |          | 3917/? [32:11<00:00,  2.03it/s]
Epoch 0: |          | 3918/? [32:11<00:00,  2.03it/s]
Epoch 0: |          | 3918/? [32:11<00:00,  2.03it/s]
Epoch 0: |          | 3919/? [32:12<00:00,  2.03it/s]
Epoch 0: |          | 3919/? [32:12<00:00,  2.03it/s]
Epoch 0: |          | 3920/? [32:12<00:00,  2.03it/s]
Epoch 0: |          | 3920/? [32:12<00:00,  2.03it/s]
Epoch 0: |          | 3921/? [32:12<00:00,  2.03it/s]
Epoch 0: |          | 3921/? [32:12<00:00,  2.03it/s]
Epoch 0: |          | 3922/? [32:13<00:00,  2.03it/s]
Epoch 0: |          | 3922/? [32:13<00:00,  2.03it/s]
Epoch 0: |          | 3923/? [32:13<00:00,  2.03it/s]
Epoch 0: |          | 3923/? [32:13<00:00,  2.03it/s]
Epoch 0: |          | 3924/? [32:14<00:00,  2.03it/s]
Epoch 0: |          | 3924/? [32:14<00:00,  2.03it/s]
Epoch 0: |          | 3925/? [32:14<00:00,  2.03it/s]
Epoch 0: |          | 3925/? [32:14<00:00,  2.03it/s]
Epoch 0: |          | 3926/? [32:15<00:00,  2.03it/s]
Epoch 0: |          | 3926/? [32:15<00:00,  2.03it/s]
Epoch 0: |          | 3927/? [32:15<00:00,  2.03it/s]
Epoch 0: |          | 3927/? [32:15<00:00,  2.03it/s]
Epoch 0: |          | 3928/? [32:15<00:00,  2.03it/s]
Epoch 0: |          | 3928/? [32:15<00:00,  2.03it/s]
Epoch 0: |          | 3929/? [32:16<00:00,  2.03it/s]
Epoch 0: |          | 3929/? [32:16<00:00,  2.03it/s]
Epoch 0: |          | 3930/? [32:16<00:00,  2.03it/s]
Epoch 0: |          | 3930/? [32:16<00:00,  2.03it/s]
Epoch 0: |          | 3931/? [32:17<00:00,  2.03it/s]
Epoch 0: |          | 3931/? [32:17<00:00,  2.03it/s]
Epoch 0: |          | 3932/? [32:17<00:00,  2.03it/s]
Epoch 0: |          | 3932/? [32:17<00:00,  2.03it/s]
Epoch 0: |          | 3933/? [32:17<00:00,  2.03it/s]
Epoch 0: |          | 3933/? [32:17<00:00,  2.03it/s]
Epoch 0: |          | 3934/? [32:18<00:00,  2.03it/s]
Epoch 0: |          | 3934/? [32:18<00:00,  2.03it/s]
Epoch 0: |          | 3935/? [32:18<00:00,  2.03it/s]
Epoch 0: |          | 3935/? [32:18<00:00,  2.03it/s]
Epoch 0: |          | 3936/? [32:19<00:00,  2.03it/s]
Epoch 0: |          | 3936/? [32:19<00:00,  2.03it/s]
Epoch 0: |          | 3937/? [32:19<00:00,  2.03it/s]
Epoch 0: |          | 3937/? [32:19<00:00,  2.03it/s]
Epoch 0: |          | 3938/? [32:20<00:00,  2.03it/s]
Epoch 0: |          | 3938/? [32:20<00:00,  2.03it/s]
Epoch 0: |          | 3939/? [32:20<00:00,  2.03it/s]
Epoch 0: |          | 3939/? [32:20<00:00,  2.03it/s]
Epoch 0: |          | 3940/? [32:20<00:00,  2.03it/s]
Epoch 0: |          | 3940/? [32:20<00:00,  2.03it/s]
Epoch 0: |          | 3941/? [32:21<00:00,  2.03it/s]
Epoch 0: |          | 3941/? [32:21<00:00,  2.03it/s]
Epoch 0: |          | 3942/? [32:21<00:00,  2.03it/s]
Epoch 0: |          | 3942/? [32:21<00:00,  2.03it/s]
Epoch 0: |          | 3943/? [32:22<00:00,  2.03it/s]
Epoch 0: |          | 3943/? [32:22<00:00,  2.03it/s]
Epoch 0: |          | 3944/? [32:22<00:00,  2.03it/s]
Epoch 0: |          | 3944/? [32:22<00:00,  2.03it/s]
Epoch 0: |          | 3945/? [32:22<00:00,  2.03it/s]
Epoch 0: |          | 3945/? [32:22<00:00,  2.03it/s]
Epoch 0: |          | 3946/? [32:23<00:00,  2.03it/s]
Epoch 0: |          | 3946/? [32:23<00:00,  2.03it/s]
Epoch 0: |          | 3947/? [32:23<00:00,  2.03it/s]
Epoch 0: |          | 3947/? [32:23<00:00,  2.03it/s]
Epoch 0: |          | 3948/? [32:24<00:00,  2.03it/s]
Epoch 0: |          | 3948/? [32:24<00:00,  2.03it/s]
Epoch 0: |          | 3949/? [32:24<00:00,  2.03it/s]
Epoch 0: |          | 3949/? [32:24<00:00,  2.03it/s]
Epoch 0: |          | 3950/? [32:25<00:00,  2.03it/s]
Epoch 0: |          | 3950/? [32:25<00:00,  2.03it/s]
Epoch 0: |          | 3951/? [32:25<00:00,  2.03it/s]
Epoch 0: |          | 3951/? [32:25<00:00,  2.03it/s]
Epoch 0: |          | 3952/? [32:26<00:00,  2.03it/s]
Epoch 0: |          | 3952/? [32:26<00:00,  2.03it/s]
Epoch 0: |          | 3953/? [32:26<00:00,  2.03it/s]
Epoch 0: |          | 3953/? [32:26<00:00,  2.03it/s]
Epoch 0: |          | 3954/? [32:26<00:00,  2.03it/s]
Epoch 0: |          | 3954/? [32:26<00:00,  2.03it/s]
Epoch 0: |          | 3955/? [32:27<00:00,  2.03it/s]
Epoch 0: |          | 3955/? [32:27<00:00,  2.03it/s]
Epoch 0: |          | 3956/? [32:27<00:00,  2.03it/s]
Epoch 0: |          | 3956/? [32:27<00:00,  2.03it/s]
Epoch 0: |          | 3957/? [32:28<00:00,  2.03it/s]
Epoch 0: |          | 3957/? [32:28<00:00,  2.03it/s]
Epoch 0: |          | 3958/? [32:28<00:00,  2.03it/s]
Epoch 0: |          | 3958/? [32:28<00:00,  2.03it/s]
Epoch 0: |          | 3959/? [32:28<00:00,  2.03it/s]
Epoch 0: |          | 3959/? [32:28<00:00,  2.03it/s]
Epoch 0: |          | 3960/? [32:29<00:00,  2.03it/s]
Epoch 0: |          | 3960/? [32:29<00:00,  2.03it/s]
Epoch 0: |          | 3961/? [32:29<00:00,  2.03it/s]
Epoch 0: |          | 3961/? [32:29<00:00,  2.03it/s]
Epoch 0: |          | 3962/? [32:30<00:00,  2.03it/s]
Epoch 0: |          | 3962/? [32:30<00:00,  2.03it/s]
Epoch 0: |          | 3963/? [32:30<00:00,  2.03it/s]
Epoch 0: |          | 3963/? [32:30<00:00,  2.03it/s]
Epoch 0: |          | 3964/? [32:31<00:00,  2.03it/s]
Epoch 0: |          | 3964/? [32:31<00:00,  2.03it/s]
Epoch 0: |          | 3965/? [32:31<00:00,  2.03it/s]
Epoch 0: |          | 3965/? [32:31<00:00,  2.03it/s]
Epoch 0: |          | 3966/? [32:31<00:00,  2.03it/s]
Epoch 0: |          | 3966/? [32:31<00:00,  2.03it/s]
Epoch 0: |          | 3967/? [32:32<00:00,  2.03it/s]
Epoch 0: |          | 3967/? [32:32<00:00,  2.03it/s]
Epoch 0: |          | 3968/? [32:32<00:00,  2.03it/s]
Epoch 0: |          | 3968/? [32:32<00:00,  2.03it/s]
Epoch 0: |          | 3969/? [32:33<00:00,  2.03it/s]
Epoch 0: |          | 3969/? [32:33<00:00,  2.03it/s]
Epoch 0: |          | 3970/? [32:33<00:00,  2.03it/s]
Epoch 0: |          | 3970/? [32:33<00:00,  2.03it/s]
Epoch 0: |          | 3971/? [32:34<00:00,  2.03it/s]
Epoch 0: |          | 3971/? [32:34<00:00,  2.03it/s]
Epoch 0: |          | 3972/? [32:34<00:00,  2.03it/s]
Epoch 0: |          | 3972/? [32:34<00:00,  2.03it/s]
Epoch 0: |          | 3973/? [32:34<00:00,  2.03it/s]
Epoch 0: |          | 3973/? [32:34<00:00,  2.03it/s]
Epoch 0: |          | 3974/? [32:35<00:00,  2.03it/s]
Epoch 0: |          | 3974/? [32:35<00:00,  2.03it/s]
Epoch 0: |          | 3975/? [32:35<00:00,  2.03it/s]
Epoch 0: |          | 3975/? [32:35<00:00,  2.03it/s]
Epoch 0: |          | 3976/? [32:36<00:00,  2.03it/s]
Epoch 0: |          | 3976/? [32:36<00:00,  2.03it/s]
Epoch 0: |          | 3977/? [32:36<00:00,  2.03it/s]
Epoch 0: |          | 3977/? [32:36<00:00,  2.03it/s]
Epoch 0: |          | 3978/? [32:37<00:00,  2.03it/s]
Epoch 0: |          | 3978/? [32:37<00:00,  2.03it/s]
Epoch 0: |          | 3979/? [32:37<00:00,  2.03it/s]
Epoch 0: |          | 3979/? [32:37<00:00,  2.03it/s]
Epoch 0: |          | 3980/? [32:37<00:00,  2.03it/s]
Epoch 0: |          | 3980/? [32:37<00:00,  2.03it/s]
Epoch 0: |          | 3981/? [32:38<00:00,  2.03it/s]
Epoch 0: |          | 3981/? [32:38<00:00,  2.03it/s]
Epoch 0: |          | 3982/? [32:38<00:00,  2.03it/s]
Epoch 0: |          | 3982/? [32:38<00:00,  2.03it/s]
Epoch 0: |          | 3983/? [32:39<00:00,  2.03it/s]
Epoch 0: |          | 3983/? [32:39<00:00,  2.03it/s]
Epoch 0: |          | 3984/? [32:39<00:00,  2.03it/s]
Epoch 0: |          | 3984/? [32:39<00:00,  2.03it/s]
Epoch 0: |          | 3985/? [32:39<00:00,  2.03it/s]
Epoch 0: |          | 3985/? [32:39<00:00,  2.03it/s]
Epoch 0: |          | 3986/? [32:40<00:00,  2.03it/s]
Epoch 0: |          | 3986/? [32:40<00:00,  2.03it/s]
Epoch 0: |          | 3987/? [32:40<00:00,  2.03it/s]
Epoch 0: |          | 3987/? [32:40<00:00,  2.03it/s]
Epoch 0: |          | 3988/? [32:41<00:00,  2.03it/s]
Epoch 0: |          | 3988/? [32:41<00:00,  2.03it/s]
Epoch 0: |          | 3989/? [32:41<00:00,  2.03it/s]
Epoch 0: |          | 3989/? [32:41<00:00,  2.03it/s]
Epoch 0: |          | 3990/? [32:42<00:00,  2.03it/s]
Epoch 0: |          | 3990/? [32:42<00:00,  2.03it/s]
Epoch 0: |          | 3991/? [32:42<00:00,  2.03it/s]
Epoch 0: |          | 3991/? [32:42<00:00,  2.03it/s]
Epoch 0: |          | 3992/? [32:42<00:00,  2.03it/s]
Epoch 0: |          | 3992/? [32:42<00:00,  2.03it/s]
Epoch 0: |          | 3993/? [32:43<00:00,  2.03it/s]
Epoch 0: |          | 3993/? [32:43<00:00,  2.03it/s]
Epoch 0: |          | 3994/? [32:43<00:00,  2.03it/s]
Epoch 0: |          | 3994/? [32:43<00:00,  2.03it/s]
Epoch 0: |          | 3995/? [32:44<00:00,  2.03it/s]
Epoch 0: |          | 3995/? [32:44<00:00,  2.03it/s]
Epoch 0: |          | 3996/? [32:44<00:00,  2.03it/s]
Epoch 0: |          | 3996/? [32:44<00:00,  2.03it/s]
Epoch 0: |          | 3997/? [32:44<00:00,  2.03it/s]
Epoch 0: |          | 3997/? [32:44<00:00,  2.03it/s]
Epoch 0: |          | 3998/? [32:45<00:00,  2.03it/s]
Epoch 0: |          | 3998/? [32:45<00:00,  2.03it/s]
Epoch 0: |          | 3999/? [32:45<00:00,  2.03it/s]
Epoch 0: |          | 3999/? [32:45<00:00,  2.03it/s]
Epoch 0: |          | 4000/? [32:46<00:00,  2.03it/s]
Epoch 0: |          | 4000/? [32:46<00:00,  2.03it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  5.32it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  4.65it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  4.69it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  4.58it/s]

Epoch 0: |          | 4000/? [32:47<00:00,  2.03it/s]
Epoch 0: |          | 4001/? [32:47<00:00,  2.03it/s]
Epoch 0: |          | 4001/? [32:47<00:00,  2.03it/s]
Epoch 0: |          | 4002/? [32:47<00:00,  2.03it/s]
Epoch 0: |          | 4002/? [32:47<00:00,  2.03it/s]
Epoch 0: |          | 4003/? [32:48<00:00,  2.03it/s]
Epoch 0: |          | 4003/? [32:48<00:00,  2.03it/s]
Epoch 0: |          | 4004/? [32:48<00:00,  2.03it/s]
Epoch 0: |          | 4004/? [32:48<00:00,  2.03it/s]
Epoch 0: |          | 4005/? [32:49<00:00,  2.03it/s]
Epoch 0: |          | 4005/? [32:49<00:00,  2.03it/s]
Epoch 0: |          | 4006/? [32:49<00:00,  2.03it/s]
Epoch 0: |          | 4006/? [32:49<00:00,  2.03it/s]
Epoch 0: |          | 4007/? [32:49<00:00,  2.03it/s]
Epoch 0: |          | 4007/? [32:49<00:00,  2.03it/s]
Epoch 0: |          | 4008/? [32:50<00:00,  2.03it/s]
Epoch 0: |          | 4008/? [32:50<00:00,  2.03it/s]
Epoch 0: |          | 4009/? [32:50<00:00,  2.03it/s]
Epoch 0: |          | 4009/? [32:50<00:00,  2.03it/s]
Epoch 0: |          | 4010/? [32:51<00:00,  2.03it/s]
Epoch 0: |          | 4010/? [32:51<00:00,  2.03it/s]
Epoch 0: |          | 4011/? [32:51<00:00,  2.03it/s]
Epoch 0: |          | 4011/? [32:51<00:00,  2.03it/s]
Epoch 0: |          | 4012/? [32:51<00:00,  2.03it/s]
Epoch 0: |          | 4012/? [32:51<00:00,  2.03it/s]
Epoch 0: |          | 4013/? [32:52<00:00,  2.03it/s]
Epoch 0: |          | 4013/? [32:52<00:00,  2.03it/s]
Epoch 0: |          | 4014/? [32:52<00:00,  2.03it/s]
Epoch 0: |          | 4014/? [32:52<00:00,  2.03it/s]
Epoch 0: |          | 4015/? [32:53<00:00,  2.03it/s]
Epoch 0: |          | 4015/? [32:53<00:00,  2.03it/s]
Epoch 0: |          | 4016/? [32:53<00:00,  2.03it/s]
Epoch 0: |          | 4016/? [32:53<00:00,  2.03it/s]
Epoch 0: |          | 4017/? [32:54<00:00,  2.03it/s]
Epoch 0: |          | 4017/? [32:54<00:00,  2.03it/s]
Epoch 0: |          | 4018/? [32:54<00:00,  2.03it/s]
Epoch 0: |          | 4018/? [32:54<00:00,  2.03it/s]
Epoch 0: |          | 4019/? [32:54<00:00,  2.04it/s]
Epoch 0: |          | 4019/? [32:54<00:00,  2.04it/s]
Epoch 0: |          | 4020/? [32:55<00:00,  2.04it/s]
Epoch 0: |          | 4020/? [32:55<00:00,  2.04it/s]
Epoch 0: |          | 4021/? [32:55<00:00,  2.04it/s]
Epoch 0: |          | 4021/? [32:55<00:00,  2.04it/s]
Epoch 0: |          | 4022/? [32:56<00:00,  2.04it/s]
Epoch 0: |          | 4022/? [32:56<00:00,  2.04it/s]
Epoch 0: |          | 4023/? [32:56<00:00,  2.04it/s]
Epoch 0: |          | 4023/? [32:56<00:00,  2.04it/s]
Epoch 0: |          | 4024/? [32:56<00:00,  2.04it/s]
Epoch 0: |          | 4024/? [32:56<00:00,  2.04it/s]
Epoch 0: |          | 4025/? [32:57<00:00,  2.04it/s]
Epoch 0: |          | 4025/? [32:57<00:00,  2.04it/s]
Epoch 0: |          | 4026/? [32:57<00:00,  2.04it/s]
Epoch 0: |          | 4026/? [32:57<00:00,  2.04it/s]
Epoch 0: |          | 4027/? [32:58<00:00,  2.04it/s]
Epoch 0: |          | 4027/? [32:58<00:00,  2.04it/s]
Epoch 0: |          | 4028/? [32:58<00:00,  2.04it/s]
Epoch 0: |          | 4028/? [32:58<00:00,  2.04it/s]
Epoch 0: |          | 4029/? [32:58<00:00,  2.04it/s]
Epoch 0: |          | 4029/? [32:58<00:00,  2.04it/s]
Epoch 0: |          | 4030/? [32:59<00:00,  2.04it/s]
Epoch 0: |          | 4030/? [32:59<00:00,  2.04it/s]
Epoch 0: |          | 4031/? [32:59<00:00,  2.04it/s]
Epoch 0: |          | 4031/? [32:59<00:00,  2.04it/s]
Epoch 0: |          | 4032/? [33:00<00:00,  2.04it/s]
Epoch 0: |          | 4032/? [33:00<00:00,  2.04it/s]
Epoch 0: |          | 4033/? [33:00<00:00,  2.04it/s]
Epoch 0: |          | 4033/? [33:00<00:00,  2.04it/s]
Epoch 0: |          | 4034/? [33:01<00:00,  2.04it/s]
Epoch 0: |          | 4034/? [33:01<00:00,  2.04it/s]
Epoch 0: |          | 4035/? [33:01<00:00,  2.04it/s]
Epoch 0: |          | 4035/? [33:01<00:00,  2.04it/s]
Epoch 0: |          | 4036/? [33:01<00:00,  2.04it/s]
Epoch 0: |          | 4036/? [33:01<00:00,  2.04it/s]
Epoch 0: |          | 4037/? [33:02<00:00,  2.04it/s]
Epoch 0: |          | 4037/? [33:02<00:00,  2.04it/s]
Epoch 0: |          | 4038/? [33:02<00:00,  2.04it/s]
Epoch 0: |          | 4038/? [33:02<00:00,  2.04it/s]
Epoch 0: |          | 4039/? [33:03<00:00,  2.04it/s]
Epoch 0: |          | 4039/? [33:03<00:00,  2.04it/s]
Epoch 0: |          | 4040/? [33:03<00:00,  2.04it/s]
Epoch 0: |          | 4040/? [33:03<00:00,  2.04it/s]
Epoch 0: |          | 4041/? [33:03<00:00,  2.04it/s]
Epoch 0: |          | 4041/? [33:03<00:00,  2.04it/s]
Epoch 0: |          | 4042/? [33:04<00:00,  2.04it/s]
Epoch 0: |          | 4042/? [33:04<00:00,  2.04it/s]
Epoch 0: |          | 4043/? [33:04<00:00,  2.04it/s]
Epoch 0: |          | 4043/? [33:04<00:00,  2.04it/s]
Epoch 0: |          | 4044/? [33:05<00:00,  2.04it/s]
Epoch 0: |          | 4044/? [33:05<00:00,  2.04it/s]
Epoch 0: |          | 4045/? [33:05<00:00,  2.04it/s]
Epoch 0: |          | 4045/? [33:05<00:00,  2.04it/s]
Epoch 0: |          | 4046/? [33:05<00:00,  2.04it/s]
Epoch 0: |          | 4046/? [33:05<00:00,  2.04it/s]
Epoch 0: |          | 4047/? [33:06<00:00,  2.04it/s]
Epoch 0: |          | 4047/? [33:06<00:00,  2.04it/s]
Epoch 0: |          | 4048/? [33:06<00:00,  2.04it/s]
Epoch 0: |          | 4048/? [33:06<00:00,  2.04it/s]
Epoch 0: |          | 4049/? [33:07<00:00,  2.04it/s]
Epoch 0: |          | 4049/? [33:07<00:00,  2.04it/s]
Epoch 0: |          | 4050/? [33:07<00:00,  2.04it/s]
Epoch 0: |          | 4050/? [33:07<00:00,  2.04it/s]
Epoch 0: |          | 4051/? [33:08<00:00,  2.04it/s]
Epoch 0: |          | 4051/? [33:08<00:00,  2.04it/s]
Epoch 0: |          | 4052/? [33:08<00:00,  2.04it/s]
Epoch 0: |          | 4052/? [33:08<00:00,  2.04it/s]
Epoch 0: |          | 4053/? [33:08<00:00,  2.04it/s]
Epoch 0: |          | 4053/? [33:08<00:00,  2.04it/s]
Epoch 0: |          | 4054/? [33:09<00:00,  2.04it/s]
Epoch 0: |          | 4054/? [33:09<00:00,  2.04it/s]
Epoch 0: |          | 4055/? [33:09<00:00,  2.04it/s]
Epoch 0: |          | 4055/? [33:09<00:00,  2.04it/s]
Epoch 0: |          | 4056/? [33:10<00:00,  2.04it/s]
Epoch 0: |          | 4056/? [33:10<00:00,  2.04it/s]
Epoch 0: |          | 4057/? [33:10<00:00,  2.04it/s]
Epoch 0: |          | 4057/? [33:10<00:00,  2.04it/s]
Epoch 0: |          | 4058/? [33:10<00:00,  2.04it/s]
Epoch 0: |          | 4058/? [33:10<00:00,  2.04it/s]
Epoch 0: |          | 4059/? [33:11<00:00,  2.04it/s]
Epoch 0: |          | 4059/? [33:11<00:00,  2.04it/s]
Epoch 0: |          | 4060/? [33:11<00:00,  2.04it/s]
Epoch 0: |          | 4060/? [33:11<00:00,  2.04it/s]
Epoch 0: |          | 4061/? [33:12<00:00,  2.04it/s]
Epoch 0: |          | 4061/? [33:12<00:00,  2.04it/s]
Epoch 0: |          | 4062/? [33:12<00:00,  2.04it/s]
Epoch 0: |          | 4062/? [33:12<00:00,  2.04it/s]
Epoch 0: |          | 4063/? [33:12<00:00,  2.04it/s]
Epoch 0: |          | 4063/? [33:12<00:00,  2.04it/s]
Epoch 0: |          | 4064/? [33:13<00:00,  2.04it/s]
Epoch 0: |          | 4064/? [33:13<00:00,  2.04it/s]
Epoch 0: |          | 4065/? [33:13<00:00,  2.04it/s]
Epoch 0: |          | 4065/? [33:13<00:00,  2.04it/s]
Epoch 0: |          | 4066/? [33:14<00:00,  2.04it/s]
Epoch 0: |          | 4066/? [33:14<00:00,  2.04it/s]
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Epoch 0: |          | 4092/? [33:24<00:00,  2.04it/s]
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Epoch 0: |          | 4093/? [33:25<00:00,  2.04it/s]
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Epoch 0: |          | 4094/? [33:25<00:00,  2.04it/s]
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Epoch 0: |          | 4095/? [33:26<00:00,  2.04it/s]
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Epoch 0: |          | 4096/? [33:26<00:00,  2.04it/s]
Epoch 0: |          | 4096/? [33:26<00:00,  2.04it/s]
Epoch 0: |          | 4097/? [33:26<00:00,  2.04it/s]
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Epoch 0: |          | 4098/? [33:27<00:00,  2.04it/s]
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Epoch 0: |          | 4099/? [33:27<00:00,  2.04it/s]
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Epoch 0: |          | 4100/? [33:28<00:00,  2.04it/s]
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Epoch 0: |          | 4103/? [33:29<00:00,  2.04it/s]
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Epoch 0: |          | 4107/? [33:30<00:00,  2.04it/s]
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Epoch 0: |          | 4108/? [33:31<00:00,  2.04it/s]
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Epoch 0: |          | 4109/? [33:31<00:00,  2.04it/s]
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Epoch 0: |          | 4110/? [33:32<00:00,  2.04it/s]
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Epoch 0: |          | 4111/? [33:32<00:00,  2.04it/s]
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Epoch 0: |          | 4112/? [33:32<00:00,  2.04it/s]
Epoch 0: |          | 4112/? [33:32<00:00,  2.04it/s]
Epoch 0: |          | 4113/? [33:33<00:00,  2.04it/s]
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Epoch 0: |          | 4114/? [33:33<00:00,  2.04it/s]
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Epoch 0: |          | 4115/? [33:34<00:00,  2.04it/s]
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Epoch 0: |          | 4117/? [33:35<00:00,  2.04it/s]
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Epoch 0: |          | 4118/? [33:35<00:00,  2.04it/s]
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Epoch 0: |          | 4119/? [33:35<00:00,  2.04it/s]
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Epoch 0: |          | 4120/? [33:36<00:00,  2.04it/s]
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Epoch 0: |          | 4121/? [33:36<00:00,  2.04it/s]
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Epoch 0: |          | 4122/? [33:37<00:00,  2.04it/s]
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Epoch 0: |          | 4127/? [33:39<00:00,  2.04it/s]
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Epoch 0: |          | 4128/? [33:39<00:00,  2.04it/s]
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Epoch 0: |          | 4130/? [33:40<00:00,  2.04it/s]
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Epoch 0: |          | 4141/? [33:44<00:00,  2.05it/s]
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Epoch 0: |          | 4156/? [33:51<00:00,  2.05it/s]
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Epoch 0: |          | 4159/? [33:52<00:00,  2.05it/s]
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Epoch 0: |          | 4160/? [33:52<00:00,  2.05it/s]
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Epoch 0: |          | 4161/? [33:53<00:00,  2.05it/s]
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Epoch 0: |          | 4162/? [33:53<00:00,  2.05it/s]
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Epoch 0: |          | 4163/? [33:53<00:00,  2.05it/s]
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Epoch 0: |          | 4165/? [33:54<00:00,  2.05it/s]
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Epoch 0: |          | 4166/? [33:55<00:00,  2.05it/s]
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Epoch 0: |          | 4167/? [33:55<00:00,  2.05it/s]
Epoch 0: |          | 4167/? [33:55<00:00,  2.05it/s]
Epoch 0: |          | 4168/? [33:55<00:00,  2.05it/s]
Epoch 0: |          | 4168/? [33:55<00:00,  2.05it/s]
Epoch 0: |          | 4169/? [33:56<00:00,  2.05it/s]
Epoch 0: |          | 4169/? [33:56<00:00,  2.05it/s]
Epoch 0: |          | 4170/? [33:56<00:00,  2.05it/s]
Epoch 0: |          | 4170/? [33:56<00:00,  2.05it/s]
Epoch 0: |          | 4171/? [33:57<00:00,  2.05it/s]
Epoch 0: |          | 4171/? [33:57<00:00,  2.05it/s]
Epoch 0: |          | 4172/? [33:57<00:00,  2.05it/s]
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Epoch 0: |          | 4173/? [33:57<00:00,  2.05it/s]
Epoch 0: |          | 4173/? [33:57<00:00,  2.05it/s]
Epoch 0: |          | 4174/? [33:58<00:00,  2.05it/s]
Epoch 0: |          | 4174/? [33:58<00:00,  2.05it/s]
Epoch 0: |          | 4175/? [33:58<00:00,  2.05it/s]
Epoch 0: |          | 4175/? [33:58<00:00,  2.05it/s]
Epoch 0: |          | 4176/? [33:59<00:00,  2.05it/s]
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Epoch 0: |          | 4177/? [33:59<00:00,  2.05it/s]
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Epoch 0: |          | 4178/? [33:59<00:00,  2.05it/s]
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Epoch 0: |          | 4179/? [34:00<00:00,  2.05it/s]
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Epoch 0: |          | 4180/? [34:00<00:00,  2.05it/s]
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Epoch 0: |          | 4181/? [34:01<00:00,  2.05it/s]
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Epoch 0: |          | 4182/? [34:01<00:00,  2.05it/s]
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Epoch 0: |          | 4183/? [34:02<00:00,  2.05it/s]
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Epoch 0: |          | 4184/? [34:02<00:00,  2.05it/s]
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Epoch 0: |          | 4185/? [34:02<00:00,  2.05it/s]
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Epoch 0: |          | 4186/? [34:03<00:00,  2.05it/s]
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Epoch 0: |          | 4187/? [34:03<00:00,  2.05it/s]
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Epoch 0: |          | 4188/? [34:04<00:00,  2.05it/s]
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Epoch 0: |          | 4189/? [34:04<00:00,  2.05it/s]
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Epoch 0: |          | 4190/? [34:04<00:00,  2.05it/s]
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Epoch 0: |          | 4191/? [34:05<00:00,  2.05it/s]
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Epoch 0: |          | 4192/? [34:05<00:00,  2.05it/s]
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Epoch 0: |          | 4193/? [34:06<00:00,  2.05it/s]
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Epoch 0: |          | 4198/? [34:08<00:00,  2.05it/s]
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Epoch 0: |          | 4199/? [34:08<00:00,  2.05it/s]
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Epoch 0: |          | 4200/? [34:09<00:00,  2.05it/s]
Epoch 0: |          | 4200/? [34:09<00:00,  2.05it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  6.00it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  5.29it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  5.29it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  5.15it/s]

Epoch 0: |          | 4200/? [34:09<00:00,  2.05it/s]
Epoch 0: |          | 4201/? [34:10<00:00,  2.05it/s]
Epoch 0: |          | 4201/? [34:10<00:00,  2.05it/s]
Epoch 0: |          | 4202/? [34:10<00:00,  2.05it/s]
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Epoch 0: |          | 4211/? [34:14<00:00,  2.05it/s]
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Epoch 0: |          | 4231/? [34:22<00:00,  2.05it/s]
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Epoch 0: |          | 4232/? [34:22<00:00,  2.05it/s]
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Epoch 0: |          | 4234/? [34:23<00:00,  2.05it/s]
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Epoch 0: |          | 4235/? [34:24<00:00,  2.05it/s]
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Epoch 0: |          | 4238/? [34:25<00:00,  2.05it/s]
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Epoch 0: |          | 4239/? [34:25<00:00,  2.05it/s]
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Epoch 0: |          | 4240/? [34:26<00:00,  2.05it/s]
Epoch 0: |          | 4240/? [34:26<00:00,  2.05it/s]
Epoch 0: |          | 4241/? [34:26<00:00,  2.05it/s]
Epoch 0: |          | 4241/? [34:26<00:00,  2.05it/s]
Epoch 0: |          | 4242/? [34:26<00:00,  2.05it/s]
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Epoch 0: |          | 4243/? [34:27<00:00,  2.05it/s]
Epoch 0: |          | 4243/? [34:27<00:00,  2.05it/s]
Epoch 0: |          | 4244/? [34:27<00:00,  2.05it/s]
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Epoch 0: |          | 4245/? [34:28<00:00,  2.05it/s]
Epoch 0: |          | 4245/? [34:28<00:00,  2.05it/s]
Epoch 0: |          | 4246/? [34:28<00:00,  2.05it/s]
Epoch 0: |          | 4246/? [34:28<00:00,  2.05it/s]
Epoch 0: |          | 4247/? [34:28<00:00,  2.05it/s]
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Epoch 0: |          | 4248/? [34:29<00:00,  2.05it/s]
Epoch 0: |          | 4248/? [34:29<00:00,  2.05it/s]
Epoch 0: |          | 4249/? [34:29<00:00,  2.05it/s]
Epoch 0: |          | 4249/? [34:29<00:00,  2.05it/s]
Epoch 0: |          | 4250/? [34:30<00:00,  2.05it/s]
Epoch 0: |          | 4250/? [34:30<00:00,  2.05it/s]
Epoch 0: |          | 4251/? [34:30<00:00,  2.05it/s]
Epoch 0: |          | 4251/? [34:30<00:00,  2.05it/s]
Epoch 0: |          | 4252/? [34:30<00:00,  2.05it/s]
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Epoch 0: |          | 4253/? [34:31<00:00,  2.05it/s]
Epoch 0: |          | 4253/? [34:31<00:00,  2.05it/s]
Epoch 0: |          | 4254/? [34:31<00:00,  2.05it/s]
Epoch 0: |          | 4254/? [34:31<00:00,  2.05it/s]
Epoch 0: |          | 4255/? [34:32<00:00,  2.05it/s]
Epoch 0: |          | 4255/? [34:32<00:00,  2.05it/s]
Epoch 0: |          | 4256/? [34:32<00:00,  2.05it/s]
Epoch 0: |          | 4256/? [34:32<00:00,  2.05it/s]
Epoch 0: |          | 4257/? [34:32<00:00,  2.05it/s]
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Epoch 0: |          | 4258/? [34:33<00:00,  2.05it/s]
Epoch 0: |          | 4258/? [34:33<00:00,  2.05it/s]
Epoch 0: |          | 4259/? [34:33<00:00,  2.05it/s]
Epoch 0: |          | 4259/? [34:33<00:00,  2.05it/s]
Epoch 0: |          | 4260/? [34:34<00:00,  2.05it/s]
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Epoch 0: |          | 4261/? [34:34<00:00,  2.05it/s]
Epoch 0: |          | 4261/? [34:34<00:00,  2.05it/s]
Epoch 0: |          | 4262/? [34:34<00:00,  2.05it/s]
Epoch 0: |          | 4262/? [34:34<00:00,  2.05it/s]
Epoch 0: |          | 4263/? [34:35<00:00,  2.05it/s]
Epoch 0: |          | 4263/? [34:35<00:00,  2.05it/s]
Epoch 0: |          | 4264/? [34:35<00:00,  2.05it/s]
Epoch 0: |          | 4264/? [34:35<00:00,  2.05it/s]
Epoch 0: |          | 4265/? [34:36<00:00,  2.05it/s]
Epoch 0: |          | 4265/? [34:36<00:00,  2.05it/s]
Epoch 0: |          | 4266/? [34:36<00:00,  2.05it/s]
Epoch 0: |          | 4266/? [34:36<00:00,  2.05it/s]
Epoch 0: |          | 4267/? [34:36<00:00,  2.05it/s]
Epoch 0: |          | 4267/? [34:36<00:00,  2.05it/s]
Epoch 0: |          | 4268/? [34:37<00:00,  2.05it/s]
Epoch 0: |          | 4268/? [34:37<00:00,  2.05it/s]
Epoch 0: |          | 4269/? [34:37<00:00,  2.05it/s]
Epoch 0: |          | 4269/? [34:37<00:00,  2.05it/s]
Epoch 0: |          | 4270/? [34:38<00:00,  2.05it/s]
Epoch 0: |          | 4270/? [34:38<00:00,  2.05it/s]
Epoch 0: |          | 4271/? [34:38<00:00,  2.05it/s]
Epoch 0: |          | 4271/? [34:38<00:00,  2.05it/s]
Epoch 0: |          | 4272/? [34:38<00:00,  2.05it/s]
Epoch 0: |          | 4272/? [34:38<00:00,  2.05it/s]
Epoch 0: |          | 4273/? [34:39<00:00,  2.05it/s]
Epoch 0: |          | 4273/? [34:39<00:00,  2.05it/s]
Epoch 0: |          | 4274/? [34:39<00:00,  2.06it/s]
Epoch 0: |          | 4274/? [34:39<00:00,  2.06it/s]
Epoch 0: |          | 4275/? [34:40<00:00,  2.06it/s]
Epoch 0: |          | 4275/? [34:40<00:00,  2.06it/s]
Epoch 0: |          | 4276/? [34:40<00:00,  2.06it/s]
Epoch 0: |          | 4276/? [34:40<00:00,  2.06it/s]
Epoch 0: |          | 4277/? [34:41<00:00,  2.06it/s]
Epoch 0: |          | 4277/? [34:41<00:00,  2.06it/s]
Epoch 0: |          | 4278/? [34:41<00:00,  2.06it/s]
Epoch 0: |          | 4278/? [34:41<00:00,  2.06it/s]
Epoch 0: |          | 4279/? [34:41<00:00,  2.06it/s]
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Epoch 0: |          | 4280/? [34:42<00:00,  2.06it/s]
Epoch 0: |          | 4280/? [34:42<00:00,  2.06it/s]
Epoch 0: |          | 4281/? [34:42<00:00,  2.06it/s]
Epoch 0: |          | 4281/? [34:42<00:00,  2.06it/s]
Epoch 0: |          | 4282/? [34:43<00:00,  2.06it/s]
Epoch 0: |          | 4282/? [34:43<00:00,  2.06it/s]
Epoch 0: |          | 4283/? [34:43<00:00,  2.06it/s]
Epoch 0: |          | 4283/? [34:43<00:00,  2.06it/s]
Epoch 0: |          | 4284/? [34:43<00:00,  2.06it/s]
Epoch 0: |          | 4284/? [34:43<00:00,  2.06it/s]
Epoch 0: |          | 4285/? [34:44<00:00,  2.06it/s]
Epoch 0: |          | 4285/? [34:44<00:00,  2.06it/s]
Epoch 0: |          | 4286/? [34:44<00:00,  2.06it/s]
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Epoch 0: |          | 4287/? [34:45<00:00,  2.06it/s]
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Epoch 0: |          | 4288/? [34:45<00:00,  2.06it/s]
Epoch 0: |          | 4288/? [34:45<00:00,  2.06it/s]
Epoch 0: |          | 4289/? [34:45<00:00,  2.06it/s]
Epoch 0: |          | 4289/? [34:45<00:00,  2.06it/s]
Epoch 0: |          | 4290/? [34:46<00:00,  2.06it/s]
Epoch 0: |          | 4290/? [34:46<00:00,  2.06it/s]
Epoch 0: |          | 4291/? [34:46<00:00,  2.06it/s]
Epoch 0: |          | 4291/? [34:46<00:00,  2.06it/s]
Epoch 0: |          | 4292/? [34:47<00:00,  2.06it/s]
Epoch 0: |          | 4292/? [34:47<00:00,  2.06it/s]
Epoch 0: |          | 4293/? [34:47<00:00,  2.06it/s]
Epoch 0: |          | 4293/? [34:47<00:00,  2.06it/s]
Epoch 0: |          | 4294/? [34:47<00:00,  2.06it/s]
Epoch 0: |          | 4294/? [34:47<00:00,  2.06it/s]
Epoch 0: |          | 4295/? [34:48<00:00,  2.06it/s]
Epoch 0: |          | 4295/? [34:48<00:00,  2.06it/s]
Epoch 0: |          | 4296/? [34:48<00:00,  2.06it/s]
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Epoch 0: |          | 4297/? [34:49<00:00,  2.06it/s]
Epoch 0: |          | 4297/? [34:49<00:00,  2.06it/s]
Epoch 0: |          | 4298/? [34:49<00:00,  2.06it/s]
Epoch 0: |          | 4298/? [34:49<00:00,  2.06it/s]
Epoch 0: |          | 4299/? [34:49<00:00,  2.06it/s]
Epoch 0: |          | 4299/? [34:49<00:00,  2.06it/s]
Epoch 0: |          | 4300/? [34:50<00:00,  2.06it/s]
Epoch 0: |          | 4300/? [34:50<00:00,  2.06it/s]
Epoch 0: |          | 4301/? [34:50<00:00,  2.06it/s]
Epoch 0: |          | 4301/? [34:50<00:00,  2.06it/s]
Epoch 0: |          | 4302/? [34:51<00:00,  2.06it/s]
Epoch 0: |          | 4302/? [34:51<00:00,  2.06it/s]
Epoch 0: |          | 4303/? [34:51<00:00,  2.06it/s]
Epoch 0: |          | 4303/? [34:51<00:00,  2.06it/s]
Epoch 0: |          | 4304/? [34:51<00:00,  2.06it/s]
Epoch 0: |          | 4304/? [34:51<00:00,  2.06it/s]
Epoch 0: |          | 4305/? [34:52<00:00,  2.06it/s]
Epoch 0: |          | 4305/? [34:52<00:00,  2.06it/s]
Epoch 0: |          | 4306/? [34:52<00:00,  2.06it/s]
Epoch 0: |          | 4306/? [34:52<00:00,  2.06it/s]
Epoch 0: |          | 4307/? [34:53<00:00,  2.06it/s]
Epoch 0: |          | 4307/? [34:53<00:00,  2.06it/s]
Epoch 0: |          | 4308/? [34:53<00:00,  2.06it/s]
Epoch 0: |          | 4308/? [34:53<00:00,  2.06it/s]
Epoch 0: |          | 4309/? [34:53<00:00,  2.06it/s]
Epoch 0: |          | 4309/? [34:53<00:00,  2.06it/s]
Epoch 0: |          | 4310/? [34:54<00:00,  2.06it/s]
Epoch 0: |          | 4310/? [34:54<00:00,  2.06it/s]
Epoch 0: |          | 4311/? [34:54<00:00,  2.06it/s]
Epoch 0: |          | 4311/? [34:54<00:00,  2.06it/s]
Epoch 0: |          | 4312/? [34:55<00:00,  2.06it/s]
Epoch 0: |          | 4312/? [34:55<00:00,  2.06it/s]
Epoch 0: |          | 4313/? [34:55<00:00,  2.06it/s]
Epoch 0: |          | 4313/? [34:55<00:00,  2.06it/s]
Epoch 0: |          | 4314/? [34:55<00:00,  2.06it/s]
Epoch 0: |          | 4314/? [34:55<00:00,  2.06it/s]
Epoch 0: |          | 4315/? [34:56<00:00,  2.06it/s]
Epoch 0: |          | 4315/? [34:56<00:00,  2.06it/s]
Epoch 0: |          | 4316/? [34:56<00:00,  2.06it/s]
Epoch 0: |          | 4316/? [34:56<00:00,  2.06it/s]
Epoch 0: |          | 4317/? [34:57<00:00,  2.06it/s]
Epoch 0: |          | 4317/? [34:57<00:00,  2.06it/s]
Epoch 0: |          | 4318/? [34:57<00:00,  2.06it/s]
Epoch 0: |          | 4318/? [34:57<00:00,  2.06it/s]
Epoch 0: |          | 4319/? [34:57<00:00,  2.06it/s]
Epoch 0: |          | 4319/? [34:57<00:00,  2.06it/s]
Epoch 0: |          | 4320/? [34:58<00:00,  2.06it/s]
Epoch 0: |          | 4320/? [34:58<00:00,  2.06it/s]
Epoch 0: |          | 4321/? [34:58<00:00,  2.06it/s]
Epoch 0: |          | 4321/? [34:58<00:00,  2.06it/s]
Epoch 0: |          | 4322/? [34:59<00:00,  2.06it/s]
Epoch 0: |          | 4322/? [34:59<00:00,  2.06it/s]
Epoch 0: |          | 4323/? [34:59<00:00,  2.06it/s]
Epoch 0: |          | 4323/? [34:59<00:00,  2.06it/s]
Epoch 0: |          | 4324/? [34:59<00:00,  2.06it/s]
Epoch 0: |          | 4324/? [34:59<00:00,  2.06it/s]
Epoch 0: |          | 4325/? [35:00<00:00,  2.06it/s]
Epoch 0: |          | 4325/? [35:00<00:00,  2.06it/s]
Epoch 0: |          | 4326/? [35:00<00:00,  2.06it/s]
Epoch 0: |          | 4326/? [35:00<00:00,  2.06it/s]
Epoch 0: |          | 4327/? [35:01<00:00,  2.06it/s]
Epoch 0: |          | 4327/? [35:01<00:00,  2.06it/s]
Epoch 0: |          | 4328/? [35:01<00:00,  2.06it/s]
Epoch 0: |          | 4328/? [35:01<00:00,  2.06it/s]
Epoch 0: |          | 4329/? [35:01<00:00,  2.06it/s]
Epoch 0: |          | 4329/? [35:01<00:00,  2.06it/s]
Epoch 0: |          | 4330/? [35:02<00:00,  2.06it/s]
Epoch 0: |          | 4330/? [35:02<00:00,  2.06it/s]
Epoch 0: |          | 4331/? [35:02<00:00,  2.06it/s]
Epoch 0: |          | 4331/? [35:02<00:00,  2.06it/s]
Epoch 0: |          | 4332/? [35:03<00:00,  2.06it/s]
Epoch 0: |          | 4332/? [35:03<00:00,  2.06it/s]
Epoch 0: |          | 4333/? [35:03<00:00,  2.06it/s]
Epoch 0: |          | 4333/? [35:03<00:00,  2.06it/s]
Epoch 0: |          | 4334/? [35:03<00:00,  2.06it/s]
Epoch 0: |          | 4334/? [35:03<00:00,  2.06it/s]
Epoch 0: |          | 4335/? [35:04<00:00,  2.06it/s]
Epoch 0: |          | 4335/? [35:04<00:00,  2.06it/s]
Epoch 0: |          | 4336/? [35:04<00:00,  2.06it/s]
Epoch 0: |          | 4336/? [35:04<00:00,  2.06it/s]
Epoch 0: |          | 4337/? [35:05<00:00,  2.06it/s]
Epoch 0: |          | 4337/? [35:05<00:00,  2.06it/s]
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Epoch 0: |          | 4339/? [35:05<00:00,  2.06it/s]
Epoch 0: |          | 4339/? [35:05<00:00,  2.06it/s]
Epoch 0: |          | 4340/? [35:06<00:00,  2.06it/s]
Epoch 0: |          | 4340/? [35:06<00:00,  2.06it/s]
Epoch 0: |          | 4341/? [35:06<00:00,  2.06it/s]
Epoch 0: |          | 4341/? [35:06<00:00,  2.06it/s]
Epoch 0: |          | 4342/? [35:07<00:00,  2.06it/s]
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Epoch 0: |          | 4351/? [35:10<00:00,  2.06it/s]
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Epoch 0: |          | 4352/? [35:11<00:00,  2.06it/s]
Epoch 0: |          | 4352/? [35:11<00:00,  2.06it/s]
Epoch 0: |          | 4353/? [35:11<00:00,  2.06it/s]
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Epoch 0: |          | 4354/? [35:11<00:00,  2.06it/s]
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Epoch 0: |          | 4355/? [35:12<00:00,  2.06it/s]
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Epoch 0: |          | 4356/? [35:12<00:00,  2.06it/s]
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Epoch 0: |          | 4357/? [35:13<00:00,  2.06it/s]
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Epoch 0: |          | 4358/? [35:13<00:00,  2.06it/s]
Epoch 0: |          | 4358/? [35:13<00:00,  2.06it/s]
Epoch 0: |          | 4359/? [35:13<00:00,  2.06it/s]
Epoch 0: |          | 4359/? [35:13<00:00,  2.06it/s]
Epoch 0: |          | 4360/? [35:14<00:00,  2.06it/s]
Epoch 0: |          | 4360/? [35:14<00:00,  2.06it/s]
Epoch 0: |          | 4361/? [35:14<00:00,  2.06it/s]
Epoch 0: |          | 4361/? [35:14<00:00,  2.06it/s]
Epoch 0: |          | 4362/? [35:15<00:00,  2.06it/s]
Epoch 0: |          | 4362/? [35:15<00:00,  2.06it/s]
Epoch 0: |          | 4363/? [35:15<00:00,  2.06it/s]
Epoch 0: |          | 4363/? [35:15<00:00,  2.06it/s]
Epoch 0: |          | 4364/? [35:15<00:00,  2.06it/s]
Epoch 0: |          | 4364/? [35:15<00:00,  2.06it/s]
Epoch 0: |          | 4365/? [35:16<00:00,  2.06it/s]
Epoch 0: |          | 4365/? [35:16<00:00,  2.06it/s]
Epoch 0: |          | 4366/? [35:16<00:00,  2.06it/s]
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Epoch 0: |          | 4367/? [35:17<00:00,  2.06it/s]
Epoch 0: |          | 4367/? [35:17<00:00,  2.06it/s]
Epoch 0: |          | 4368/? [35:17<00:00,  2.06it/s]
Epoch 0: |          | 4368/? [35:17<00:00,  2.06it/s]
Epoch 0: |          | 4369/? [35:17<00:00,  2.06it/s]
Epoch 0: |          | 4369/? [35:17<00:00,  2.06it/s]
Epoch 0: |          | 4370/? [35:18<00:00,  2.06it/s]
Epoch 0: |          | 4370/? [35:18<00:00,  2.06it/s]
Epoch 0: |          | 4371/? [35:18<00:00,  2.06it/s]
Epoch 0: |          | 4371/? [35:18<00:00,  2.06it/s]
Epoch 0: |          | 4372/? [35:19<00:00,  2.06it/s]
Epoch 0: |          | 4372/? [35:19<00:00,  2.06it/s]
Epoch 0: |          | 4373/? [35:19<00:00,  2.06it/s]
Epoch 0: |          | 4373/? [35:19<00:00,  2.06it/s]
Epoch 0: |          | 4374/? [35:19<00:00,  2.06it/s]
Epoch 0: |          | 4374/? [35:19<00:00,  2.06it/s]
Epoch 0: |          | 4375/? [35:20<00:00,  2.06it/s]
Epoch 0: |          | 4375/? [35:20<00:00,  2.06it/s]
Epoch 0: |          | 4376/? [35:20<00:00,  2.06it/s]
Epoch 0: |          | 4376/? [35:20<00:00,  2.06it/s]
Epoch 0: |          | 4377/? [35:21<00:00,  2.06it/s]
Epoch 0: |          | 4377/? [35:21<00:00,  2.06it/s]
Epoch 0: |          | 4378/? [35:21<00:00,  2.06it/s]
Epoch 0: |          | 4378/? [35:21<00:00,  2.06it/s]
Epoch 0: |          | 4379/? [35:21<00:00,  2.06it/s]
Epoch 0: |          | 4379/? [35:21<00:00,  2.06it/s]
Epoch 0: |          | 4380/? [35:22<00:00,  2.06it/s]
Epoch 0: |          | 4380/? [35:22<00:00,  2.06it/s]
Epoch 0: |          | 4381/? [35:22<00:00,  2.06it/s]
Epoch 0: |          | 4381/? [35:22<00:00,  2.06it/s]
Epoch 0: |          | 4382/? [35:23<00:00,  2.06it/s]
Epoch 0: |          | 4382/? [35:23<00:00,  2.06it/s]
Epoch 0: |          | 4383/? [35:23<00:00,  2.06it/s]
Epoch 0: |          | 4383/? [35:23<00:00,  2.06it/s]
Epoch 0: |          | 4384/? [35:23<00:00,  2.06it/s]
Epoch 0: |          | 4384/? [35:23<00:00,  2.06it/s]
Epoch 0: |          | 4385/? [35:24<00:00,  2.06it/s]
Epoch 0: |          | 4385/? [35:24<00:00,  2.06it/s]
Epoch 0: |          | 4386/? [35:24<00:00,  2.06it/s]
Epoch 0: |          | 4386/? [35:24<00:00,  2.06it/s]
Epoch 0: |          | 4387/? [35:25<00:00,  2.06it/s]
Epoch 0: |          | 4387/? [35:25<00:00,  2.06it/s]
Epoch 0: |          | 4388/? [35:25<00:00,  2.06it/s]
Epoch 0: |          | 4388/? [35:25<00:00,  2.06it/s]
Epoch 0: |          | 4389/? [35:25<00:00,  2.06it/s]
Epoch 0: |          | 4389/? [35:25<00:00,  2.06it/s]
Epoch 0: |          | 4390/? [35:26<00:00,  2.06it/s]
Epoch 0: |          | 4390/? [35:26<00:00,  2.06it/s]
Epoch 0: |          | 4391/? [35:26<00:00,  2.06it/s]
Epoch 0: |          | 4391/? [35:26<00:00,  2.06it/s]
Epoch 0: |          | 4392/? [35:27<00:00,  2.06it/s]
Epoch 0: |          | 4392/? [35:27<00:00,  2.06it/s]
Epoch 0: |          | 4393/? [35:27<00:00,  2.06it/s]
Epoch 0: |          | 4393/? [35:27<00:00,  2.06it/s]
Epoch 0: |          | 4394/? [35:28<00:00,  2.06it/s]
Epoch 0: |          | 4394/? [35:28<00:00,  2.06it/s]
Epoch 0: |          | 4395/? [35:28<00:00,  2.06it/s]
Epoch 0: |          | 4395/? [35:28<00:00,  2.06it/s]
Epoch 0: |          | 4396/? [35:28<00:00,  2.07it/s]
Epoch 0: |          | 4396/? [35:28<00:00,  2.07it/s]
Epoch 0: |          | 4397/? [35:29<00:00,  2.07it/s]
Epoch 0: |          | 4397/? [35:29<00:00,  2.07it/s]
Epoch 0: |          | 4398/? [35:29<00:00,  2.07it/s]
Epoch 0: |          | 4398/? [35:29<00:00,  2.07it/s]
Epoch 0: |          | 4399/? [35:30<00:00,  2.07it/s]
Epoch 0: |          | 4399/? [35:30<00:00,  2.07it/s]
Epoch 0: |          | 4400/? [35:30<00:00,  2.07it/s]
Epoch 0: |          | 4400/? [35:30<00:00,  2.07it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  6.94it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  5.89it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  5.91it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  5.79it/s]

Epoch 0: |          | 4400/? [35:31<00:00,  2.06it/s]
Epoch 0: |          | 4401/? [35:31<00:00,  2.06it/s]
Epoch 0: |          | 4401/? [35:31<00:00,  2.06it/s]
Epoch 0: |          | 4402/? [35:31<00:00,  2.06it/s]
Epoch 0: |          | 4402/? [35:31<00:00,  2.06it/s]
Epoch 0: |          | 4403/? [35:32<00:00,  2.06it/s]
Epoch 0: |          | 4403/? [35:32<00:00,  2.06it/s]
Epoch 0: |          | 4404/? [35:32<00:00,  2.06it/s]
Epoch 0: |          | 4404/? [35:32<00:00,  2.06it/s]
Epoch 0: |          | 4405/? [35:33<00:00,  2.07it/s]
Epoch 0: |          | 4405/? [35:33<00:00,  2.07it/s]
Epoch 0: |          | 4406/? [35:33<00:00,  2.07it/s]
Epoch 0: |          | 4406/? [35:33<00:00,  2.07it/s]
Epoch 0: |          | 4407/? [35:33<00:00,  2.07it/s]
Epoch 0: |          | 4407/? [35:33<00:00,  2.07it/s]
Epoch 0: |          | 4408/? [35:34<00:00,  2.07it/s]
Epoch 0: |          | 4408/? [35:34<00:00,  2.07it/s]
Epoch 0: |          | 4409/? [35:34<00:00,  2.07it/s]
Epoch 0: |          | 4409/? [35:34<00:00,  2.07it/s]
Epoch 0: |          | 4410/? [35:35<00:00,  2.07it/s]
Epoch 0: |          | 4410/? [35:35<00:00,  2.07it/s]
Epoch 0: |          | 4411/? [35:35<00:00,  2.07it/s]
Epoch 0: |          | 4411/? [35:35<00:00,  2.07it/s]
Epoch 0: |          | 4412/? [35:35<00:00,  2.07it/s]
Epoch 0: |          | 4412/? [35:35<00:00,  2.07it/s]
Epoch 0: |          | 4413/? [35:36<00:00,  2.07it/s]
Epoch 0: |          | 4413/? [35:36<00:00,  2.07it/s]
Epoch 0: |          | 4414/? [35:36<00:00,  2.07it/s]
Epoch 0: |          | 4414/? [35:36<00:00,  2.07it/s]
Epoch 0: |          | 4415/? [35:37<00:00,  2.07it/s]
Epoch 0: |          | 4415/? [35:37<00:00,  2.07it/s]
Epoch 0: |          | 4416/? [35:37<00:00,  2.07it/s]
Epoch 0: |          | 4416/? [35:37<00:00,  2.07it/s]
Epoch 0: |          | 4417/? [35:37<00:00,  2.07it/s]
Epoch 0: |          | 4417/? [35:37<00:00,  2.07it/s]
Epoch 0: |          | 4418/? [35:38<00:00,  2.07it/s]
Epoch 0: |          | 4418/? [35:38<00:00,  2.07it/s]
Epoch 0: |          | 4419/? [35:38<00:00,  2.07it/s]
Epoch 0: |          | 4419/? [35:38<00:00,  2.07it/s]
Epoch 0: |          | 4420/? [35:39<00:00,  2.07it/s]
Epoch 0: |          | 4420/? [35:39<00:00,  2.07it/s]
Epoch 0: |          | 4421/? [35:39<00:00,  2.07it/s]
Epoch 0: |          | 4421/? [35:39<00:00,  2.07it/s]
Epoch 0: |          | 4422/? [35:39<00:00,  2.07it/s]
Epoch 0: |          | 4422/? [35:39<00:00,  2.07it/s]
Epoch 0: |          | 4423/? [35:40<00:00,  2.07it/s]
Epoch 0: |          | 4423/? [35:40<00:00,  2.07it/s]
Epoch 0: |          | 4424/? [35:40<00:00,  2.07it/s]
Epoch 0: |          | 4424/? [35:40<00:00,  2.07it/s]
Epoch 0: |          | 4425/? [35:41<00:00,  2.07it/s]
Epoch 0: |          | 4425/? [35:41<00:00,  2.07it/s]
Epoch 0: |          | 4426/? [35:41<00:00,  2.07it/s]
Epoch 0: |          | 4426/? [35:41<00:00,  2.07it/s]
Epoch 0: |          | 4427/? [35:41<00:00,  2.07it/s]
Epoch 0: |          | 4427/? [35:41<00:00,  2.07it/s]
Epoch 0: |          | 4428/? [35:42<00:00,  2.07it/s]
Epoch 0: |          | 4428/? [35:42<00:00,  2.07it/s]
Epoch 0: |          | 4429/? [35:42<00:00,  2.07it/s]
Epoch 0: |          | 4429/? [35:42<00:00,  2.07it/s]
Epoch 0: |          | 4430/? [35:43<00:00,  2.07it/s]
Epoch 0: |          | 4430/? [35:43<00:00,  2.07it/s]
Epoch 0: |          | 4431/? [35:43<00:00,  2.07it/s]
Epoch 0: |          | 4431/? [35:43<00:00,  2.07it/s]
Epoch 0: |          | 4432/? [35:43<00:00,  2.07it/s]
Epoch 0: |          | 4432/? [35:43<00:00,  2.07it/s]
Epoch 0: |          | 4433/? [35:44<00:00,  2.07it/s]
Epoch 0: |          | 4433/? [35:44<00:00,  2.07it/s]
Epoch 0: |          | 4434/? [35:44<00:00,  2.07it/s]
Epoch 0: |          | 4434/? [35:44<00:00,  2.07it/s]
Epoch 0: |          | 4435/? [35:45<00:00,  2.07it/s]
Epoch 0: |          | 4435/? [35:45<00:00,  2.07it/s]
Epoch 0: |          | 4436/? [35:45<00:00,  2.07it/s]
Epoch 0: |          | 4436/? [35:45<00:00,  2.07it/s]
Epoch 0: |          | 4437/? [35:45<00:00,  2.07it/s]
Epoch 0: |          | 4437/? [35:45<00:00,  2.07it/s]
Epoch 0: |          | 4438/? [35:46<00:00,  2.07it/s]
Epoch 0: |          | 4438/? [35:46<00:00,  2.07it/s]
Epoch 0: |          | 4439/? [35:46<00:00,  2.07it/s]
Epoch 0: |          | 4439/? [35:46<00:00,  2.07it/s]
Epoch 0: |          | 4440/? [35:47<00:00,  2.07it/s]
Epoch 0: |          | 4440/? [35:47<00:00,  2.07it/s]
Epoch 0: |          | 4441/? [35:47<00:00,  2.07it/s]
Epoch 0: |          | 4441/? [35:47<00:00,  2.07it/s]
Epoch 0: |          | 4442/? [35:47<00:00,  2.07it/s]
Epoch 0: |          | 4442/? [35:47<00:00,  2.07it/s]
Epoch 0: |          | 4443/? [35:48<00:00,  2.07it/s]
Epoch 0: |          | 4443/? [35:48<00:00,  2.07it/s]
Epoch 0: |          | 4444/? [35:48<00:00,  2.07it/s]
Epoch 0: |          | 4444/? [35:48<00:00,  2.07it/s]
Epoch 0: |          | 4445/? [35:49<00:00,  2.07it/s]
Epoch 0: |          | 4445/? [35:49<00:00,  2.07it/s]
Epoch 0: |          | 4446/? [35:49<00:00,  2.07it/s]
Epoch 0: |          | 4446/? [35:49<00:00,  2.07it/s]
Epoch 0: |          | 4447/? [35:49<00:00,  2.07it/s]
Epoch 0: |          | 4447/? [35:49<00:00,  2.07it/s]
Epoch 0: |          | 4448/? [35:50<00:00,  2.07it/s]
Epoch 0: |          | 4448/? [35:50<00:00,  2.07it/s]
Epoch 0: |          | 4449/? [35:50<00:00,  2.07it/s]
Epoch 0: |          | 4449/? [35:50<00:00,  2.07it/s]
Epoch 0: |          | 4450/? [35:51<00:00,  2.07it/s]
Epoch 0: |          | 4450/? [35:51<00:00,  2.07it/s]
Epoch 0: |          | 4451/? [35:51<00:00,  2.07it/s]
Epoch 0: |          | 4451/? [35:51<00:00,  2.07it/s]
Epoch 0: |          | 4452/? [35:51<00:00,  2.07it/s]
Epoch 0: |          | 4452/? [35:51<00:00,  2.07it/s]
Epoch 0: |          | 4453/? [35:52<00:00,  2.07it/s]
Epoch 0: |          | 4453/? [35:52<00:00,  2.07it/s]
Epoch 0: |          | 4454/? [35:52<00:00,  2.07it/s]
Epoch 0: |          | 4454/? [35:52<00:00,  2.07it/s]
Epoch 0: |          | 4455/? [35:53<00:00,  2.07it/s]
Epoch 0: |          | 4455/? [35:53<00:00,  2.07it/s]
Epoch 0: |          | 4456/? [35:53<00:00,  2.07it/s]
Epoch 0: |          | 4456/? [35:53<00:00,  2.07it/s]
Epoch 0: |          | 4457/? [35:53<00:00,  2.07it/s]
Epoch 0: |          | 4457/? [35:53<00:00,  2.07it/s]
Epoch 0: |          | 4458/? [35:54<00:00,  2.07it/s]
Epoch 0: |          | 4458/? [35:54<00:00,  2.07it/s]
Epoch 0: |          | 4459/? [35:54<00:00,  2.07it/s]
Epoch 0: |          | 4459/? [35:54<00:00,  2.07it/s]
Epoch 0: |          | 4460/? [35:55<00:00,  2.07it/s]
Epoch 0: |          | 4460/? [35:55<00:00,  2.07it/s]
Epoch 0: |          | 4461/? [35:55<00:00,  2.07it/s]
Epoch 0: |          | 4461/? [35:55<00:00,  2.07it/s]
Epoch 0: |          | 4462/? [35:55<00:00,  2.07it/s]
Epoch 0: |          | 4462/? [35:55<00:00,  2.07it/s]
Epoch 0: |          | 4463/? [35:56<00:00,  2.07it/s]
Epoch 0: |          | 4463/? [35:56<00:00,  2.07it/s]
Epoch 0: |          | 4464/? [35:56<00:00,  2.07it/s]
Epoch 0: |          | 4464/? [35:56<00:00,  2.07it/s]
Epoch 0: |          | 4465/? [35:57<00:00,  2.07it/s]
Epoch 0: |          | 4465/? [35:57<00:00,  2.07it/s]
Epoch 0: |          | 4466/? [35:57<00:00,  2.07it/s]
Epoch 0: |          | 4466/? [35:57<00:00,  2.07it/s]
Epoch 0: |          | 4467/? [35:57<00:00,  2.07it/s]
Epoch 0: |          | 4467/? [35:57<00:00,  2.07it/s]
Epoch 0: |          | 4468/? [35:58<00:00,  2.07it/s]
Epoch 0: |          | 4468/? [35:58<00:00,  2.07it/s]
Epoch 0: |          | 4469/? [35:58<00:00,  2.07it/s]
Epoch 0: |          | 4469/? [35:58<00:00,  2.07it/s]
Epoch 0: |          | 4470/? [35:59<00:00,  2.07it/s]
Epoch 0: |          | 4470/? [35:59<00:00,  2.07it/s]
Epoch 0: |          | 4471/? [35:59<00:00,  2.07it/s]
Epoch 0: |          | 4471/? [35:59<00:00,  2.07it/s]
Epoch 0: |          | 4472/? [35:59<00:00,  2.07it/s]
Epoch 0: |          | 4472/? [35:59<00:00,  2.07it/s]
Epoch 0: |          | 4473/? [36:00<00:00,  2.07it/s]
Epoch 0: |          | 4473/? [36:00<00:00,  2.07it/s]
Epoch 0: |          | 4474/? [36:00<00:00,  2.07it/s]
Epoch 0: |          | 4474/? [36:00<00:00,  2.07it/s]
Epoch 0: |          | 4475/? [36:01<00:00,  2.07it/s]
Epoch 0: |          | 4475/? [36:01<00:00,  2.07it/s]
Epoch 0: |          | 4476/? [36:01<00:00,  2.07it/s]
Epoch 0: |          | 4476/? [36:01<00:00,  2.07it/s]
Epoch 0: |          | 4477/? [36:01<00:00,  2.07it/s]
Epoch 0: |          | 4477/? [36:01<00:00,  2.07it/s]
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Epoch 0: |          | 4500/? [36:11<00:00,  2.07it/s]
Epoch 0: |          | 4500/? [36:11<00:00,  2.07it/s]
Epoch 0: |          | 4501/? [36:11<00:00,  2.07it/s]
Epoch 0: |          | 4501/? [36:11<00:00,  2.07it/s]
Epoch 0: |          | 4502/? [36:11<00:00,  2.07it/s]
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Epoch 0: |          | 4503/? [36:12<00:00,  2.07it/s]
Epoch 0: |          | 4503/? [36:12<00:00,  2.07it/s]
Epoch 0: |          | 4504/? [36:12<00:00,  2.07it/s]
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Epoch 0: |          | 4505/? [36:13<00:00,  2.07it/s]
Epoch 0: |          | 4505/? [36:13<00:00,  2.07it/s]
Epoch 0: |          | 4506/? [36:13<00:00,  2.07it/s]
Epoch 0: |          | 4506/? [36:13<00:00,  2.07it/s]
Epoch 0: |          | 4507/? [36:13<00:00,  2.07it/s]
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Epoch 0: |          | 4508/? [36:14<00:00,  2.07it/s]
Epoch 0: |          | 4508/? [36:14<00:00,  2.07it/s]
Epoch 0: |          | 4509/? [36:14<00:00,  2.07it/s]
Epoch 0: |          | 4509/? [36:14<00:00,  2.07it/s]
Epoch 0: |          | 4510/? [36:15<00:00,  2.07it/s]
Epoch 0: |          | 4510/? [36:15<00:00,  2.07it/s]
Epoch 0: |          | 4511/? [36:15<00:00,  2.07it/s]
Epoch 0: |          | 4511/? [36:15<00:00,  2.07it/s]
Epoch 0: |          | 4512/? [36:15<00:00,  2.07it/s]
Epoch 0: |          | 4512/? [36:15<00:00,  2.07it/s]
Epoch 0: |          | 4513/? [36:16<00:00,  2.07it/s]
Epoch 0: |          | 4513/? [36:16<00:00,  2.07it/s]
Epoch 0: |          | 4514/? [36:16<00:00,  2.07it/s]
Epoch 0: |          | 4514/? [36:16<00:00,  2.07it/s]
Epoch 0: |          | 4515/? [36:17<00:00,  2.07it/s]
Epoch 0: |          | 4515/? [36:17<00:00,  2.07it/s]
Epoch 0: |          | 4516/? [36:17<00:00,  2.07it/s]
Epoch 0: |          | 4516/? [36:17<00:00,  2.07it/s]
Epoch 0: |          | 4517/? [36:17<00:00,  2.07it/s]
Epoch 0: |          | 4517/? [36:17<00:00,  2.07it/s]
Epoch 0: |          | 4518/? [36:18<00:00,  2.07it/s]
Epoch 0: |          | 4518/? [36:18<00:00,  2.07it/s]
Epoch 0: |          | 4519/? [36:18<00:00,  2.07it/s]
Epoch 0: |          | 4519/? [36:18<00:00,  2.07it/s]
Epoch 0: |          | 4520/? [36:19<00:00,  2.07it/s]
Epoch 0: |          | 4520/? [36:19<00:00,  2.07it/s]
Epoch 0: |          | 4521/? [36:19<00:00,  2.07it/s]
Epoch 0: |          | 4521/? [36:19<00:00,  2.07it/s]
Epoch 0: |          | 4522/? [36:19<00:00,  2.07it/s]
Epoch 0: |          | 4522/? [36:19<00:00,  2.07it/s]
Epoch 0: |          | 4523/? [36:20<00:00,  2.07it/s]
Epoch 0: |          | 4523/? [36:20<00:00,  2.07it/s]
Epoch 0: |          | 4524/? [36:20<00:00,  2.07it/s]
Epoch 0: |          | 4524/? [36:20<00:00,  2.07it/s]
Epoch 0: |          | 4525/? [36:21<00:00,  2.07it/s]
Epoch 0: |          | 4525/? [36:21<00:00,  2.07it/s]
Epoch 0: |          | 4526/? [36:21<00:00,  2.07it/s]
Epoch 0: |          | 4526/? [36:21<00:00,  2.07it/s]
Epoch 0: |          | 4527/? [36:21<00:00,  2.07it/s]
Epoch 0: |          | 4527/? [36:21<00:00,  2.07it/s]
Epoch 0: |          | 4528/? [36:22<00:00,  2.07it/s]
Epoch 0: |          | 4528/? [36:22<00:00,  2.07it/s]
Epoch 0: |          | 4529/? [36:22<00:00,  2.07it/s]
Epoch 0: |          | 4529/? [36:22<00:00,  2.07it/s]
Epoch 0: |          | 4530/? [36:23<00:00,  2.07it/s]
Epoch 0: |          | 4530/? [36:23<00:00,  2.07it/s]
Epoch 0: |          | 4531/? [36:23<00:00,  2.08it/s]
Epoch 0: |          | 4531/? [36:23<00:00,  2.08it/s]
Epoch 0: |          | 4532/? [36:23<00:00,  2.08it/s]
Epoch 0: |          | 4532/? [36:23<00:00,  2.08it/s]
Epoch 0: |          | 4533/? [36:24<00:00,  2.08it/s]
Epoch 0: |          | 4533/? [36:24<00:00,  2.08it/s]
Epoch 0: |          | 4534/? [36:24<00:00,  2.08it/s]
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Epoch 0: |          | 4535/? [36:25<00:00,  2.08it/s]
Epoch 0: |          | 4535/? [36:25<00:00,  2.08it/s]
Epoch 0: |          | 4536/? [36:25<00:00,  2.08it/s]
Epoch 0: |          | 4536/? [36:25<00:00,  2.08it/s]
Epoch 0: |          | 4537/? [36:26<00:00,  2.08it/s]
Epoch 0: |          | 4537/? [36:26<00:00,  2.08it/s]
Epoch 0: |          | 4538/? [36:26<00:00,  2.08it/s]
Epoch 0: |          | 4538/? [36:26<00:00,  2.08it/s]
Epoch 0: |          | 4539/? [36:26<00:00,  2.08it/s]
Epoch 0: |          | 4539/? [36:26<00:00,  2.08it/s]
Epoch 0: |          | 4540/? [36:27<00:00,  2.08it/s]
Epoch 0: |          | 4540/? [36:27<00:00,  2.08it/s]
Epoch 0: |          | 4541/? [36:27<00:00,  2.08it/s]
Epoch 0: |          | 4541/? [36:27<00:00,  2.08it/s]
Epoch 0: |          | 4542/? [36:28<00:00,  2.08it/s]
Epoch 0: |          | 4542/? [36:28<00:00,  2.08it/s]
Epoch 0: |          | 4543/? [36:28<00:00,  2.08it/s]
Epoch 0: |          | 4543/? [36:28<00:00,  2.08it/s]
Epoch 0: |          | 4544/? [36:28<00:00,  2.08it/s]
Epoch 0: |          | 4544/? [36:28<00:00,  2.08it/s]
Epoch 0: |          | 4545/? [36:29<00:00,  2.08it/s]
Epoch 0: |          | 4545/? [36:29<00:00,  2.08it/s]
Epoch 0: |          | 4546/? [36:29<00:00,  2.08it/s]
Epoch 0: |          | 4546/? [36:29<00:00,  2.08it/s]
Epoch 0: |          | 4547/? [36:30<00:00,  2.08it/s]
Epoch 0: |          | 4547/? [36:30<00:00,  2.08it/s]
Epoch 0: |          | 4548/? [36:30<00:00,  2.08it/s]
Epoch 0: |          | 4548/? [36:30<00:00,  2.08it/s]
Epoch 0: |          | 4549/? [36:30<00:00,  2.08it/s]
Epoch 0: |          | 4549/? [36:30<00:00,  2.08it/s]
Epoch 0: |          | 4550/? [36:31<00:00,  2.08it/s]
Epoch 0: |          | 4550/? [36:31<00:00,  2.08it/s]
Epoch 0: |          | 4551/? [36:31<00:00,  2.08it/s]
Epoch 0: |          | 4551/? [36:31<00:00,  2.08it/s]
Epoch 0: |          | 4552/? [36:32<00:00,  2.08it/s]
Epoch 0: |          | 4552/? [36:32<00:00,  2.08it/s]
Epoch 0: |          | 4553/? [36:32<00:00,  2.08it/s]
Epoch 0: |          | 4553/? [36:32<00:00,  2.08it/s]
Epoch 0: |          | 4554/? [36:32<00:00,  2.08it/s]
Epoch 0: |          | 4554/? [36:32<00:00,  2.08it/s]
Epoch 0: |          | 4555/? [36:33<00:00,  2.08it/s]
Epoch 0: |          | 4555/? [36:33<00:00,  2.08it/s]
Epoch 0: |          | 4556/? [36:33<00:00,  2.08it/s]
Epoch 0: |          | 4556/? [36:33<00:00,  2.08it/s]
Epoch 0: |          | 4557/? [36:34<00:00,  2.08it/s]
Epoch 0: |          | 4557/? [36:34<00:00,  2.08it/s]
Epoch 0: |          | 4558/? [36:34<00:00,  2.08it/s]
Epoch 0: |          | 4558/? [36:34<00:00,  2.08it/s]
Epoch 0: |          | 4559/? [36:34<00:00,  2.08it/s]
Epoch 0: |          | 4559/? [36:34<00:00,  2.08it/s]
Epoch 0: |          | 4560/? [36:35<00:00,  2.08it/s]
Epoch 0: |          | 4560/? [36:35<00:00,  2.08it/s]
Epoch 0: |          | 4561/? [36:35<00:00,  2.08it/s]
Epoch 0: |          | 4561/? [36:35<00:00,  2.08it/s]
Epoch 0: |          | 4562/? [36:36<00:00,  2.08it/s]
Epoch 0: |          | 4562/? [36:36<00:00,  2.08it/s]
Epoch 0: |          | 4563/? [36:36<00:00,  2.08it/s]
Epoch 0: |          | 4563/? [36:36<00:00,  2.08it/s]
Epoch 0: |          | 4564/? [36:36<00:00,  2.08it/s]
Epoch 0: |          | 4564/? [36:36<00:00,  2.08it/s]
Epoch 0: |          | 4565/? [36:37<00:00,  2.08it/s]
Epoch 0: |          | 4565/? [36:37<00:00,  2.08it/s]
Epoch 0: |          | 4566/? [36:37<00:00,  2.08it/s]
Epoch 0: |          | 4566/? [36:37<00:00,  2.08it/s]
Epoch 0: |          | 4567/? [36:38<00:00,  2.08it/s]
Epoch 0: |          | 4567/? [36:38<00:00,  2.08it/s]
Epoch 0: |          | 4568/? [36:38<00:00,  2.08it/s]
Epoch 0: |          | 4568/? [36:38<00:00,  2.08it/s]
Epoch 0: |          | 4569/? [36:38<00:00,  2.08it/s]
Epoch 0: |          | 4569/? [36:38<00:00,  2.08it/s]
Epoch 0: |          | 4570/? [36:39<00:00,  2.08it/s]
Epoch 0: |          | 4570/? [36:39<00:00,  2.08it/s]
Epoch 0: |          | 4571/? [36:39<00:00,  2.08it/s]
Epoch 0: |          | 4571/? [36:39<00:00,  2.08it/s]
Epoch 0: |          | 4572/? [36:40<00:00,  2.08it/s]
Epoch 0: |          | 4572/? [36:40<00:00,  2.08it/s]
Epoch 0: |          | 4573/? [36:40<00:00,  2.08it/s]
Epoch 0: |          | 4573/? [36:40<00:00,  2.08it/s]
Epoch 0: |          | 4574/? [36:40<00:00,  2.08it/s]
Epoch 0: |          | 4574/? [36:40<00:00,  2.08it/s]
Epoch 0: |          | 4575/? [36:41<00:00,  2.08it/s]
Epoch 0: |          | 4575/? [36:41<00:00,  2.08it/s]
Epoch 0: |          | 4576/? [36:41<00:00,  2.08it/s]
Epoch 0: |          | 4576/? [36:41<00:00,  2.08it/s]
Epoch 0: |          | 4577/? [36:42<00:00,  2.08it/s]
Epoch 0: |          | 4577/? [36:42<00:00,  2.08it/s]
Epoch 0: |          | 4578/? [36:42<00:00,  2.08it/s]
Epoch 0: |          | 4578/? [36:42<00:00,  2.08it/s]
Epoch 0: |          | 4579/? [36:42<00:00,  2.08it/s]
Epoch 0: |          | 4579/? [36:42<00:00,  2.08it/s]
Epoch 0: |          | 4580/? [36:43<00:00,  2.08it/s]
Epoch 0: |          | 4580/? [36:43<00:00,  2.08it/s]
Epoch 0: |          | 4581/? [36:43<00:00,  2.08it/s]
Epoch 0: |          | 4581/? [36:43<00:00,  2.08it/s]
Epoch 0: |          | 4582/? [36:44<00:00,  2.08it/s]
Epoch 0: |          | 4582/? [36:44<00:00,  2.08it/s]
Epoch 0: |          | 4583/? [36:44<00:00,  2.08it/s]
Epoch 0: |          | 4583/? [36:44<00:00,  2.08it/s]
Epoch 0: |          | 4584/? [36:44<00:00,  2.08it/s]
Epoch 0: |          | 4584/? [36:44<00:00,  2.08it/s]
Epoch 0: |          | 4585/? [36:45<00:00,  2.08it/s]
Epoch 0: |          | 4585/? [36:45<00:00,  2.08it/s]
Epoch 0: |          | 4586/? [36:45<00:00,  2.08it/s]
Epoch 0: |          | 4586/? [36:45<00:00,  2.08it/s]
Epoch 0: |          | 4587/? [36:46<00:00,  2.08it/s]
Epoch 0: |          | 4587/? [36:46<00:00,  2.08it/s]
Epoch 0: |          | 4588/? [36:46<00:00,  2.08it/s]
Epoch 0: |          | 4588/? [36:46<00:00,  2.08it/s]
Epoch 0: |          | 4589/? [36:46<00:00,  2.08it/s]
Epoch 0: |          | 4589/? [36:46<00:00,  2.08it/s]
Epoch 0: |          | 4590/? [36:47<00:00,  2.08it/s]
Epoch 0: |          | 4590/? [36:47<00:00,  2.08it/s]
Epoch 0: |          | 4591/? [36:47<00:00,  2.08it/s]
Epoch 0: |          | 4591/? [36:47<00:00,  2.08it/s]
Epoch 0: |          | 4592/? [36:48<00:00,  2.08it/s]
Epoch 0: |          | 4592/? [36:48<00:00,  2.08it/s]
Epoch 0: |          | 4593/? [36:48<00:00,  2.08it/s]
Epoch 0: |          | 4593/? [36:48<00:00,  2.08it/s]
Epoch 0: |          | 4594/? [36:48<00:00,  2.08it/s]
Epoch 0: |          | 4594/? [36:48<00:00,  2.08it/s]
Epoch 0: |          | 4595/? [36:49<00:00,  2.08it/s]
Epoch 0: |          | 4595/? [36:49<00:00,  2.08it/s]
Epoch 0: |          | 4596/? [36:49<00:00,  2.08it/s]
Epoch 0: |          | 4596/? [36:49<00:00,  2.08it/s]
Epoch 0: |          | 4597/? [36:50<00:00,  2.08it/s]
Epoch 0: |          | 4597/? [36:50<00:00,  2.08it/s]
Epoch 0: |          | 4598/? [36:50<00:00,  2.08it/s]
Epoch 0: |          | 4598/? [36:50<00:00,  2.08it/s]
Epoch 0: |          | 4599/? [36:50<00:00,  2.08it/s]
Epoch 0: |          | 4599/? [36:50<00:00,  2.08it/s]
Epoch 0: |          | 4600/? [36:51<00:00,  2.08it/s]
Epoch 0: |          | 4600/? [36:51<00:00,  2.08it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.25it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  6.17it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  6.17it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.06it/s]

Epoch 0: |          | 4600/? [36:51<00:00,  2.08it/s]
Epoch 0: |          | 4601/? [36:52<00:00,  2.08it/s]
Epoch 0: |          | 4601/? [36:52<00:00,  2.08it/s]
Epoch 0: |          | 4602/? [36:52<00:00,  2.08it/s]
Epoch 0: |          | 4602/? [36:52<00:00,  2.08it/s]
Epoch 0: |          | 4603/? [36:53<00:00,  2.08it/s]
Epoch 0: |          | 4603/? [36:53<00:00,  2.08it/s]
Epoch 0: |          | 4604/? [36:53<00:00,  2.08it/s]
Epoch 0: |          | 4604/? [36:53<00:00,  2.08it/s]
Epoch 0: |          | 4605/? [36:53<00:00,  2.08it/s]
Epoch 0: |          | 4605/? [36:53<00:00,  2.08it/s]
Epoch 0: |          | 4606/? [36:54<00:00,  2.08it/s]
Epoch 0: |          | 4606/? [36:54<00:00,  2.08it/s]
Epoch 0: |          | 4607/? [36:54<00:00,  2.08it/s]
Epoch 0: |          | 4607/? [36:54<00:00,  2.08it/s]
Epoch 0: |          | 4608/? [36:55<00:00,  2.08it/s]
Epoch 0: |          | 4608/? [36:55<00:00,  2.08it/s]
Epoch 0: |          | 4609/? [36:55<00:00,  2.08it/s]
Epoch 0: |          | 4609/? [36:55<00:00,  2.08it/s]
Epoch 0: |          | 4610/? [36:55<00:00,  2.08it/s]
Epoch 0: |          | 4610/? [36:55<00:00,  2.08it/s]
Epoch 0: |          | 4611/? [36:56<00:00,  2.08it/s]
Epoch 0: |          | 4611/? [36:56<00:00,  2.08it/s]
Epoch 0: |          | 4612/? [36:56<00:00,  2.08it/s]
Epoch 0: |          | 4612/? [36:56<00:00,  2.08it/s]
Epoch 0: |          | 4613/? [36:57<00:00,  2.08it/s]
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Epoch 0: |          | 4614/? [36:57<00:00,  2.08it/s]
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Epoch 0: |          | 4615/? [36:57<00:00,  2.08it/s]
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Epoch 0: |          | 4616/? [36:58<00:00,  2.08it/s]
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Epoch 0: |          | 4617/? [36:58<00:00,  2.08it/s]
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Epoch 0: |          | 4618/? [36:59<00:00,  2.08it/s]
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Epoch 0: |          | 4619/? [36:59<00:00,  2.08it/s]
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Epoch 0: |          | 4620/? [36:59<00:00,  2.08it/s]
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Epoch 0: |          | 4621/? [37:00<00:00,  2.08it/s]
Epoch 0: |          | 4621/? [37:00<00:00,  2.08it/s]
Epoch 0: |          | 4622/? [37:00<00:00,  2.08it/s]
Epoch 0: |          | 4622/? [37:00<00:00,  2.08it/s]
Epoch 0: |          | 4623/? [37:01<00:00,  2.08it/s]
Epoch 0: |          | 4623/? [37:01<00:00,  2.08it/s]
Epoch 0: |          | 4624/? [37:01<00:00,  2.08it/s]
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Epoch 0: |          | 4625/? [37:01<00:00,  2.08it/s]
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Epoch 0: |          | 4626/? [37:02<00:00,  2.08it/s]
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Epoch 0: |          | 4627/? [37:02<00:00,  2.08it/s]
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Epoch 0: |          | 4628/? [37:03<00:00,  2.08it/s]
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Epoch 0: |          | 4629/? [37:03<00:00,  2.08it/s]
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Epoch 0: |          | 4630/? [37:03<00:00,  2.08it/s]
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Epoch 0: |          | 4631/? [37:04<00:00,  2.08it/s]
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Epoch 0: |          | 4632/? [37:04<00:00,  2.08it/s]
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Epoch 0: |          | 4633/? [37:05<00:00,  2.08it/s]
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Epoch 0: |          | 4634/? [37:05<00:00,  2.08it/s]
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Epoch 0: |          | 4635/? [37:05<00:00,  2.08it/s]
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Epoch 0: |          | 4636/? [37:06<00:00,  2.08it/s]
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Epoch 0: |          | 4637/? [37:06<00:00,  2.08it/s]
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Epoch 0: |          | 4638/? [37:07<00:00,  2.08it/s]
Epoch 0: |          | 4638/? [37:07<00:00,  2.08it/s]
Epoch 0: |          | 4639/? [37:07<00:00,  2.08it/s]
Epoch 0: |          | 4639/? [37:07<00:00,  2.08it/s]
Epoch 0: |          | 4640/? [37:07<00:00,  2.08it/s]
Epoch 0: |          | 4640/? [37:07<00:00,  2.08it/s]
Epoch 0: |          | 4641/? [37:08<00:00,  2.08it/s]
Epoch 0: |          | 4641/? [37:08<00:00,  2.08it/s]
Epoch 0: |          | 4642/? [37:08<00:00,  2.08it/s]
Epoch 0: |          | 4642/? [37:08<00:00,  2.08it/s]
Epoch 0: |          | 4643/? [37:09<00:00,  2.08it/s]
Epoch 0: |          | 4643/? [37:09<00:00,  2.08it/s]
Epoch 0: |          | 4644/? [37:09<00:00,  2.08it/s]
Epoch 0: |          | 4644/? [37:09<00:00,  2.08it/s]
Epoch 0: |          | 4645/? [37:09<00:00,  2.08it/s]
Epoch 0: |          | 4645/? [37:09<00:00,  2.08it/s]
Epoch 0: |          | 4646/? [37:10<00:00,  2.08it/s]
Epoch 0: |          | 4646/? [37:10<00:00,  2.08it/s]
Epoch 0: |          | 4647/? [37:10<00:00,  2.08it/s]
Epoch 0: |          | 4647/? [37:10<00:00,  2.08it/s]
Epoch 0: |          | 4648/? [37:11<00:00,  2.08it/s]
Epoch 0: |          | 4648/? [37:11<00:00,  2.08it/s]
Epoch 0: |          | 4649/? [37:11<00:00,  2.08it/s]
Epoch 0: |          | 4649/? [37:11<00:00,  2.08it/s]
Epoch 0: |          | 4650/? [37:11<00:00,  2.08it/s]
Epoch 0: |          | 4650/? [37:11<00:00,  2.08it/s]
Epoch 0: |          | 4651/? [37:12<00:00,  2.08it/s]
Epoch 0: |          | 4651/? [37:12<00:00,  2.08it/s]
Epoch 0: |          | 4652/? [37:12<00:00,  2.08it/s]
Epoch 0: |          | 4652/? [37:12<00:00,  2.08it/s]
Epoch 0: |          | 4653/? [37:13<00:00,  2.08it/s]
Epoch 0: |          | 4653/? [37:13<00:00,  2.08it/s]
Epoch 0: |          | 4654/? [37:13<00:00,  2.08it/s]
Epoch 0: |          | 4654/? [37:13<00:00,  2.08it/s]
Epoch 0: |          | 4655/? [37:13<00:00,  2.08it/s]
Epoch 0: |          | 4655/? [37:13<00:00,  2.08it/s]
Epoch 0: |          | 4656/? [37:14<00:00,  2.08it/s]
Epoch 0: |          | 4656/? [37:14<00:00,  2.08it/s]
Epoch 0: |          | 4657/? [37:14<00:00,  2.08it/s]
Epoch 0: |          | 4657/? [37:14<00:00,  2.08it/s]
Epoch 0: |          | 4658/? [37:15<00:00,  2.08it/s]
Epoch 0: |          | 4658/? [37:15<00:00,  2.08it/s]
Epoch 0: |          | 4659/? [37:15<00:00,  2.08it/s]
Epoch 0: |          | 4659/? [37:15<00:00,  2.08it/s]
Epoch 0: |          | 4660/? [37:15<00:00,  2.08it/s]
Epoch 0: |          | 4660/? [37:15<00:00,  2.08it/s]
Epoch 0: |          | 4661/? [37:16<00:00,  2.08it/s]
Epoch 0: |          | 4661/? [37:16<00:00,  2.08it/s]
Epoch 0: |          | 4662/? [37:16<00:00,  2.08it/s]
Epoch 0: |          | 4662/? [37:16<00:00,  2.08it/s]
Epoch 0: |          | 4663/? [37:17<00:00,  2.08it/s]
Epoch 0: |          | 4663/? [37:17<00:00,  2.08it/s]
Epoch 0: |          | 4664/? [37:17<00:00,  2.08it/s]
Epoch 0: |          | 4664/? [37:17<00:00,  2.08it/s]
Epoch 0: |          | 4665/? [37:17<00:00,  2.08it/s]
Epoch 0: |          | 4665/? [37:17<00:00,  2.08it/s]
Epoch 0: |          | 4666/? [37:18<00:00,  2.08it/s]
Epoch 0: |          | 4666/? [37:18<00:00,  2.08it/s]
Epoch 0: |          | 4667/? [37:18<00:00,  2.08it/s]
Epoch 0: |          | 4667/? [37:18<00:00,  2.08it/s]
Epoch 0: |          | 4668/? [37:19<00:00,  2.08it/s]
Epoch 0: |          | 4668/? [37:19<00:00,  2.08it/s]
Epoch 0: |          | 4669/? [37:19<00:00,  2.08it/s]
Epoch 0: |          | 4669/? [37:19<00:00,  2.08it/s]
Epoch 0: |          | 4670/? [37:19<00:00,  2.08it/s]
Epoch 0: |          | 4670/? [37:19<00:00,  2.08it/s]
Epoch 0: |          | 4671/? [37:20<00:00,  2.08it/s]
Epoch 0: |          | 4671/? [37:20<00:00,  2.08it/s]
Epoch 0: |          | 4672/? [37:20<00:00,  2.09it/s]
Epoch 0: |          | 4672/? [37:20<00:00,  2.09it/s]
Epoch 0: |          | 4673/? [37:21<00:00,  2.09it/s]
Epoch 0: |          | 4673/? [37:21<00:00,  2.09it/s]
Epoch 0: |          | 4674/? [37:21<00:00,  2.09it/s]
Epoch 0: |          | 4674/? [37:21<00:00,  2.09it/s]
Epoch 0: |          | 4675/? [37:21<00:00,  2.09it/s]
Epoch 0: |          | 4675/? [37:21<00:00,  2.09it/s]
Epoch 0: |          | 4676/? [37:22<00:00,  2.09it/s]
Epoch 0: |          | 4676/? [37:22<00:00,  2.09it/s]
Epoch 0: |          | 4677/? [37:22<00:00,  2.09it/s]
Epoch 0: |          | 4677/? [37:22<00:00,  2.09it/s]
Epoch 0: |          | 4678/? [37:23<00:00,  2.09it/s]
Epoch 0: |          | 4678/? [37:23<00:00,  2.09it/s]
Epoch 0: |          | 4679/? [37:23<00:00,  2.09it/s]
Epoch 0: |          | 4679/? [37:23<00:00,  2.09it/s]
Epoch 0: |          | 4680/? [37:23<00:00,  2.09it/s]
Epoch 0: |          | 4680/? [37:23<00:00,  2.09it/s]
Epoch 0: |          | 4681/? [37:24<00:00,  2.09it/s]
Epoch 0: |          | 4681/? [37:24<00:00,  2.09it/s]
Epoch 0: |          | 4682/? [37:24<00:00,  2.09it/s]
Epoch 0: |          | 4682/? [37:24<00:00,  2.09it/s]
Epoch 0: |          | 4683/? [37:25<00:00,  2.09it/s]
Epoch 0: |          | 4683/? [37:25<00:00,  2.09it/s]
Epoch 0: |          | 4684/? [37:25<00:00,  2.09it/s]
Epoch 0: |          | 4684/? [37:25<00:00,  2.09it/s]
Epoch 0: |          | 4685/? [37:25<00:00,  2.09it/s]
Epoch 0: |          | 4685/? [37:25<00:00,  2.09it/s]
Epoch 0: |          | 4686/? [37:26<00:00,  2.09it/s]
Epoch 0: |          | 4686/? [37:26<00:00,  2.09it/s]
Epoch 0: |          | 4687/? [37:26<00:00,  2.09it/s]
Epoch 0: |          | 4687/? [37:26<00:00,  2.09it/s]
Epoch 0: |          | 4688/? [37:27<00:00,  2.09it/s]
Epoch 0: |          | 4688/? [37:27<00:00,  2.09it/s]
Epoch 0: |          | 4689/? [37:27<00:00,  2.09it/s]
Epoch 0: |          | 4689/? [37:27<00:00,  2.09it/s]
Epoch 0: |          | 4690/? [37:27<00:00,  2.09it/s]
Epoch 0: |          | 4690/? [37:27<00:00,  2.09it/s]
Epoch 0: |          | 4691/? [37:28<00:00,  2.09it/s]
Epoch 0: |          | 4691/? [37:28<00:00,  2.09it/s]
Epoch 0: |          | 4692/? [37:28<00:00,  2.09it/s]
Epoch 0: |          | 4692/? [37:28<00:00,  2.09it/s]
Epoch 0: |          | 4693/? [37:29<00:00,  2.09it/s]
Epoch 0: |          | 4693/? [37:29<00:00,  2.09it/s]
Epoch 0: |          | 4694/? [37:29<00:00,  2.09it/s]
Epoch 0: |          | 4694/? [37:29<00:00,  2.09it/s]
Epoch 0: |          | 4695/? [37:29<00:00,  2.09it/s]
Epoch 0: |          | 4695/? [37:29<00:00,  2.09it/s]
Epoch 0: |          | 4696/? [37:30<00:00,  2.09it/s]
Epoch 0: |          | 4696/? [37:30<00:00,  2.09it/s]
Epoch 0: |          | 4697/? [37:30<00:00,  2.09it/s]
Epoch 0: |          | 4697/? [37:30<00:00,  2.09it/s]
Epoch 0: |          | 4698/? [37:31<00:00,  2.09it/s]
Epoch 0: |          | 4698/? [37:31<00:00,  2.09it/s]
Epoch 0: |          | 4699/? [37:31<00:00,  2.09it/s]
Epoch 0: |          | 4699/? [37:31<00:00,  2.09it/s]
Epoch 0: |          | 4700/? [37:31<00:00,  2.09it/s]
Epoch 0: |          | 4700/? [37:31<00:00,  2.09it/s]
Epoch 0: |          | 4701/? [37:32<00:00,  2.09it/s]
Epoch 0: |          | 4701/? [37:32<00:00,  2.09it/s]
Epoch 0: |          | 4702/? [37:32<00:00,  2.09it/s]
Epoch 0: |          | 4702/? [37:32<00:00,  2.09it/s]
Epoch 0: |          | 4703/? [37:33<00:00,  2.09it/s]
Epoch 0: |          | 4703/? [37:33<00:00,  2.09it/s]
Epoch 0: |          | 4704/? [37:33<00:00,  2.09it/s]
Epoch 0: |          | 4704/? [37:33<00:00,  2.09it/s]
Epoch 0: |          | 4705/? [37:33<00:00,  2.09it/s]
Epoch 0: |          | 4705/? [37:33<00:00,  2.09it/s]
Epoch 0: |          | 4706/? [37:34<00:00,  2.09it/s]
Epoch 0: |          | 4706/? [37:34<00:00,  2.09it/s]
Epoch 0: |          | 4707/? [37:34<00:00,  2.09it/s]
Epoch 0: |          | 4707/? [37:34<00:00,  2.09it/s]
Epoch 0: |          | 4708/? [37:35<00:00,  2.09it/s]
Epoch 0: |          | 4708/? [37:35<00:00,  2.09it/s]
Epoch 0: |          | 4709/? [37:35<00:00,  2.09it/s]
Epoch 0: |          | 4709/? [37:35<00:00,  2.09it/s]
Epoch 0: |          | 4710/? [37:35<00:00,  2.09it/s]
Epoch 0: |          | 4710/? [37:35<00:00,  2.09it/s]
Epoch 0: |          | 4711/? [37:36<00:00,  2.09it/s]
Epoch 0: |          | 4711/? [37:36<00:00,  2.09it/s]
Epoch 0: |          | 4712/? [37:36<00:00,  2.09it/s]
Epoch 0: |          | 4712/? [37:36<00:00,  2.09it/s]
Epoch 0: |          | 4713/? [37:37<00:00,  2.09it/s]
Epoch 0: |          | 4713/? [37:37<00:00,  2.09it/s]
Epoch 0: |          | 4714/? [37:37<00:00,  2.09it/s]
Epoch 0: |          | 4714/? [37:37<00:00,  2.09it/s]
Epoch 0: |          | 4715/? [37:37<00:00,  2.09it/s]
Epoch 0: |          | 4715/? [37:37<00:00,  2.09it/s]
Epoch 0: |          | 4716/? [37:38<00:00,  2.09it/s]
Epoch 0: |          | 4716/? [37:38<00:00,  2.09it/s]
Epoch 0: |          | 4717/? [37:38<00:00,  2.09it/s]
Epoch 0: |          | 4717/? [37:38<00:00,  2.09it/s]
Epoch 0: |          | 4718/? [37:39<00:00,  2.09it/s]
Epoch 0: |          | 4718/? [37:39<00:00,  2.09it/s]
Epoch 0: |          | 4719/? [37:39<00:00,  2.09it/s]
Epoch 0: |          | 4719/? [37:39<00:00,  2.09it/s]
Epoch 0: |          | 4720/? [37:39<00:00,  2.09it/s]
Epoch 0: |          | 4720/? [37:39<00:00,  2.09it/s]
Epoch 0: |          | 4721/? [37:40<00:00,  2.09it/s]
Epoch 0: |          | 4721/? [37:40<00:00,  2.09it/s]
Epoch 0: |          | 4722/? [37:40<00:00,  2.09it/s]
Epoch 0: |          | 4722/? [37:40<00:00,  2.09it/s]
Epoch 0: |          | 4723/? [37:40<00:00,  2.09it/s]
Epoch 0: |          | 4723/? [37:40<00:00,  2.09it/s]
Epoch 0: |          | 4724/? [37:41<00:00,  2.09it/s]
Epoch 0: |          | 4724/? [37:41<00:00,  2.09it/s]
Epoch 0: |          | 4725/? [37:41<00:00,  2.09it/s]
Epoch 0: |          | 4725/? [37:41<00:00,  2.09it/s]
Epoch 0: |          | 4726/? [37:42<00:00,  2.09it/s]
Epoch 0: |          | 4726/? [37:42<00:00,  2.09it/s]
Epoch 0: |          | 4727/? [37:42<00:00,  2.09it/s]
Epoch 0: |          | 4727/? [37:42<00:00,  2.09it/s]
Epoch 0: |          | 4728/? [37:42<00:00,  2.09it/s]
Epoch 0: |          | 4728/? [37:42<00:00,  2.09it/s]
Epoch 0: |          | 4729/? [37:43<00:00,  2.09it/s]
Epoch 0: |          | 4729/? [37:43<00:00,  2.09it/s]
Epoch 0: |          | 4730/? [37:43<00:00,  2.09it/s]
Epoch 0: |          | 4730/? [37:43<00:00,  2.09it/s]
Epoch 0: |          | 4731/? [37:44<00:00,  2.09it/s]
Epoch 0: |          | 4731/? [37:44<00:00,  2.09it/s]
Epoch 0: |          | 4732/? [37:44<00:00,  2.09it/s]
Epoch 0: |          | 4732/? [37:44<00:00,  2.09it/s]
Epoch 0: |          | 4733/? [37:44<00:00,  2.09it/s]
Epoch 0: |          | 4733/? [37:44<00:00,  2.09it/s]
Epoch 0: |          | 4734/? [37:45<00:00,  2.09it/s]
Epoch 0: |          | 4734/? [37:45<00:00,  2.09it/s]
Epoch 0: |          | 4735/? [37:45<00:00,  2.09it/s]
Epoch 0: |          | 4735/? [37:45<00:00,  2.09it/s]
Epoch 0: |          | 4736/? [37:46<00:00,  2.09it/s]
Epoch 0: |          | 4736/? [37:46<00:00,  2.09it/s]
Epoch 0: |          | 4737/? [37:46<00:00,  2.09it/s]
Epoch 0: |          | 4737/? [37:46<00:00,  2.09it/s]
Epoch 0: |          | 4738/? [37:46<00:00,  2.09it/s]
Epoch 0: |          | 4738/? [37:46<00:00,  2.09it/s]
Epoch 0: |          | 4739/? [37:47<00:00,  2.09it/s]
Epoch 0: |          | 4739/? [37:47<00:00,  2.09it/s]
Epoch 0: |          | 4740/? [37:47<00:00,  2.09it/s]
Epoch 0: |          | 4740/? [37:47<00:00,  2.09it/s]
Epoch 0: |          | 4741/? [37:48<00:00,  2.09it/s]
Epoch 0: |          | 4741/? [37:48<00:00,  2.09it/s]
Epoch 0: |          | 4742/? [37:48<00:00,  2.09it/s]
Epoch 0: |          | 4742/? [37:48<00:00,  2.09it/s]
Epoch 0: |          | 4743/? [37:48<00:00,  2.09it/s]
Epoch 0: |          | 4743/? [37:48<00:00,  2.09it/s]
Epoch 0: |          | 4744/? [37:49<00:00,  2.09it/s]
Epoch 0: |          | 4744/? [37:49<00:00,  2.09it/s]
Epoch 0: |          | 4745/? [37:49<00:00,  2.09it/s]
Epoch 0: |          | 4745/? [37:49<00:00,  2.09it/s]
Epoch 0: |          | 4746/? [37:50<00:00,  2.09it/s]
Epoch 0: |          | 4746/? [37:50<00:00,  2.09it/s]
Epoch 0: |          | 4747/? [37:50<00:00,  2.09it/s]
Epoch 0: |          | 4747/? [37:50<00:00,  2.09it/s]
Epoch 0: |          | 4748/? [37:50<00:00,  2.09it/s]
Epoch 0: |          | 4748/? [37:50<00:00,  2.09it/s]
Epoch 0: |          | 4749/? [37:51<00:00,  2.09it/s]
Epoch 0: |          | 4749/? [37:51<00:00,  2.09it/s]
Epoch 0: |          | 4750/? [37:51<00:00,  2.09it/s]
Epoch 0: |          | 4750/? [37:51<00:00,  2.09it/s]
Epoch 0: |          | 4751/? [37:52<00:00,  2.09it/s]
Epoch 0: |          | 4751/? [37:52<00:00,  2.09it/s]
Epoch 0: |          | 4752/? [37:52<00:00,  2.09it/s]
Epoch 0: |          | 4752/? [37:52<00:00,  2.09it/s]
Epoch 0: |          | 4753/? [37:52<00:00,  2.09it/s]
Epoch 0: |          | 4753/? [37:52<00:00,  2.09it/s]
Epoch 0: |          | 4754/? [37:53<00:00,  2.09it/s]
Epoch 0: |          | 4754/? [37:53<00:00,  2.09it/s]
Epoch 0: |          | 4755/? [37:53<00:00,  2.09it/s]
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Epoch 0: |          | 4756/? [37:54<00:00,  2.09it/s]
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Epoch 0: |          | 4757/? [37:54<00:00,  2.09it/s]
Epoch 0: |          | 4757/? [37:54<00:00,  2.09it/s]
Epoch 0: |          | 4758/? [37:54<00:00,  2.09it/s]
Epoch 0: |          | 4758/? [37:54<00:00,  2.09it/s]
Epoch 0: |          | 4759/? [37:55<00:00,  2.09it/s]
Epoch 0: |          | 4759/? [37:55<00:00,  2.09it/s]
Epoch 0: |          | 4760/? [37:55<00:00,  2.09it/s]
Epoch 0: |          | 4760/? [37:55<00:00,  2.09it/s]
Epoch 0: |          | 4761/? [37:56<00:00,  2.09it/s]
Epoch 0: |          | 4761/? [37:56<00:00,  2.09it/s]
Epoch 0: |          | 4762/? [37:56<00:00,  2.09it/s]
Epoch 0: |          | 4762/? [37:56<00:00,  2.09it/s]
Epoch 0: |          | 4763/? [37:56<00:00,  2.09it/s]
Epoch 0: |          | 4763/? [37:56<00:00,  2.09it/s]
Epoch 0: |          | 4764/? [37:57<00:00,  2.09it/s]
Epoch 0: |          | 4764/? [37:57<00:00,  2.09it/s]
Epoch 0: |          | 4765/? [37:57<00:00,  2.09it/s]
Epoch 0: |          | 4765/? [37:57<00:00,  2.09it/s]
Epoch 0: |          | 4766/? [37:58<00:00,  2.09it/s]
Epoch 0: |          | 4766/? [37:58<00:00,  2.09it/s]
Epoch 0: |          | 4767/? [37:58<00:00,  2.09it/s]
Epoch 0: |          | 4767/? [37:58<00:00,  2.09it/s]
Epoch 0: |          | 4768/? [37:58<00:00,  2.09it/s]
Epoch 0: |          | 4768/? [37:58<00:00,  2.09it/s]
Epoch 0: |          | 4769/? [37:59<00:00,  2.09it/s]
Epoch 0: |          | 4769/? [37:59<00:00,  2.09it/s]
Epoch 0: |          | 4770/? [37:59<00:00,  2.09it/s]
Epoch 0: |          | 4770/? [37:59<00:00,  2.09it/s]
Epoch 0: |          | 4771/? [38:00<00:00,  2.09it/s]
Epoch 0: |          | 4771/? [38:00<00:00,  2.09it/s]
Epoch 0: |          | 4772/? [38:00<00:00,  2.09it/s]
Epoch 0: |          | 4772/? [38:00<00:00,  2.09it/s]
Epoch 0: |          | 4773/? [38:00<00:00,  2.09it/s]
Epoch 0: |          | 4773/? [38:00<00:00,  2.09it/s]
Epoch 0: |          | 4774/? [38:01<00:00,  2.09it/s]
Epoch 0: |          | 4774/? [38:01<00:00,  2.09it/s]
Epoch 0: |          | 4775/? [38:01<00:00,  2.09it/s]
Epoch 0: |          | 4775/? [38:01<00:00,  2.09it/s]
Epoch 0: |          | 4776/? [38:02<00:00,  2.09it/s]
Epoch 0: |          | 4776/? [38:02<00:00,  2.09it/s]
Epoch 0: |          | 4777/? [38:02<00:00,  2.09it/s]
Epoch 0: |          | 4777/? [38:02<00:00,  2.09it/s]
Epoch 0: |          | 4778/? [38:02<00:00,  2.09it/s]
Epoch 0: |          | 4778/? [38:02<00:00,  2.09it/s]
Epoch 0: |          | 4779/? [38:03<00:00,  2.09it/s]
Epoch 0: |          | 4779/? [38:03<00:00,  2.09it/s]
Epoch 0: |          | 4780/? [38:03<00:00,  2.09it/s]
Epoch 0: |          | 4780/? [38:03<00:00,  2.09it/s]
Epoch 0: |          | 4781/? [38:04<00:00,  2.09it/s]
Epoch 0: |          | 4781/? [38:04<00:00,  2.09it/s]
Epoch 0: |          | 4782/? [38:04<00:00,  2.09it/s]
Epoch 0: |          | 4782/? [38:04<00:00,  2.09it/s]
Epoch 0: |          | 4783/? [38:04<00:00,  2.09it/s]
Epoch 0: |          | 4783/? [38:04<00:00,  2.09it/s]
Epoch 0: |          | 4784/? [38:05<00:00,  2.09it/s]
Epoch 0: |          | 4784/? [38:05<00:00,  2.09it/s]
Epoch 0: |          | 4785/? [38:05<00:00,  2.09it/s]
Epoch 0: |          | 4785/? [38:05<00:00,  2.09it/s]
Epoch 0: |          | 4786/? [38:06<00:00,  2.09it/s]
Epoch 0: |          | 4786/? [38:06<00:00,  2.09it/s]
Epoch 0: |          | 4787/? [38:06<00:00,  2.09it/s]
Epoch 0: |          | 4787/? [38:06<00:00,  2.09it/s]
Epoch 0: |          | 4788/? [38:06<00:00,  2.09it/s]
Epoch 0: |          | 4788/? [38:06<00:00,  2.09it/s]
Epoch 0: |          | 4789/? [38:07<00:00,  2.09it/s]
Epoch 0: |          | 4789/? [38:07<00:00,  2.09it/s]
Epoch 0: |          | 4790/? [38:07<00:00,  2.09it/s]
Epoch 0: |          | 4790/? [38:07<00:00,  2.09it/s]
Epoch 0: |          | 4791/? [38:08<00:00,  2.09it/s]
Epoch 0: |          | 4791/? [38:08<00:00,  2.09it/s]
Epoch 0: |          | 4792/? [38:08<00:00,  2.09it/s]
Epoch 0: |          | 4792/? [38:08<00:00,  2.09it/s]
Epoch 0: |          | 4793/? [38:08<00:00,  2.09it/s]
Epoch 0: |          | 4793/? [38:08<00:00,  2.09it/s]
Epoch 0: |          | 4794/? [38:09<00:00,  2.09it/s]
Epoch 0: |          | 4794/? [38:09<00:00,  2.09it/s]
Epoch 0: |          | 4795/? [38:09<00:00,  2.09it/s]
Epoch 0: |          | 4795/? [38:09<00:00,  2.09it/s]
Epoch 0: |          | 4796/? [38:10<00:00,  2.09it/s]
Epoch 0: |          | 4796/? [38:10<00:00,  2.09it/s]
Epoch 0: |          | 4797/? [38:10<00:00,  2.09it/s]
Epoch 0: |          | 4797/? [38:10<00:00,  2.09it/s]
Epoch 0: |          | 4798/? [38:10<00:00,  2.09it/s]
Epoch 0: |          | 4798/? [38:10<00:00,  2.09it/s]
Epoch 0: |          | 4799/? [38:11<00:00,  2.09it/s]
Epoch 0: |          | 4799/? [38:11<00:00,  2.09it/s]
Epoch 0: |          | 4800/? [38:11<00:00,  2.09it/s]
Epoch 0: |          | 4800/? [38:11<00:00,  2.09it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.43it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  6.40it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  6.32it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.19it/s]

Epoch 0: |          | 4800/? [38:12<00:00,  2.09it/s]
Epoch 0: |          | 4801/? [38:12<00:00,  2.09it/s]
Epoch 0: |          | 4801/? [38:12<00:00,  2.09it/s]
Epoch 0: |          | 4802/? [38:13<00:00,  2.09it/s]
Epoch 0: |          | 4802/? [38:13<00:00,  2.09it/s]
Epoch 0: |          | 4803/? [38:13<00:00,  2.09it/s]
Epoch 0: |          | 4803/? [38:13<00:00,  2.09it/s]
Epoch 0: |          | 4804/? [38:13<00:00,  2.09it/s]
Epoch 0: |          | 4804/? [38:13<00:00,  2.09it/s]
Epoch 0: |          | 4805/? [38:14<00:00,  2.09it/s]
Epoch 0: |          | 4805/? [38:14<00:00,  2.09it/s]
Epoch 0: |          | 4806/? [38:14<00:00,  2.09it/s]
Epoch 0: |          | 4806/? [38:14<00:00,  2.09it/s]
Epoch 0: |          | 4807/? [38:15<00:00,  2.09it/s]
Epoch 0: |          | 4807/? [38:15<00:00,  2.09it/s]
Epoch 0: |          | 4808/? [38:15<00:00,  2.09it/s]
Epoch 0: |          | 4808/? [38:15<00:00,  2.09it/s]
Epoch 0: |          | 4809/? [38:15<00:00,  2.09it/s]
Epoch 0: |          | 4809/? [38:15<00:00,  2.09it/s]
Epoch 0: |          | 4810/? [38:16<00:00,  2.09it/s]
Epoch 0: |          | 4810/? [38:16<00:00,  2.09it/s]
Epoch 0: |          | 4811/? [38:16<00:00,  2.09it/s]
Epoch 0: |          | 4811/? [38:16<00:00,  2.09it/s]
Epoch 0: |          | 4812/? [38:16<00:00,  2.09it/s]
Epoch 0: |          | 4812/? [38:16<00:00,  2.09it/s]
Epoch 0: |          | 4813/? [38:17<00:00,  2.09it/s]
Epoch 0: |          | 4813/? [38:17<00:00,  2.09it/s]
Epoch 0: |          | 4814/? [38:17<00:00,  2.10it/s]
Epoch 0: |          | 4814/? [38:17<00:00,  2.10it/s]
Epoch 0: |          | 4815/? [38:18<00:00,  2.10it/s]
Epoch 0: |          | 4815/? [38:18<00:00,  2.10it/s]
Epoch 0: |          | 4816/? [38:18<00:00,  2.10it/s]
Epoch 0: |          | 4816/? [38:18<00:00,  2.10it/s]
Epoch 0: |          | 4817/? [38:18<00:00,  2.10it/s]
Epoch 0: |          | 4817/? [38:18<00:00,  2.10it/s]
Epoch 0: |          | 4818/? [38:19<00:00,  2.10it/s]
Epoch 0: |          | 4818/? [38:19<00:00,  2.10it/s]
Epoch 0: |          | 4819/? [38:19<00:00,  2.10it/s]
Epoch 0: |          | 4819/? [38:19<00:00,  2.10it/s]
Epoch 0: |          | 4820/? [38:20<00:00,  2.10it/s]
Epoch 0: |          | 4820/? [38:20<00:00,  2.10it/s]
Epoch 0: |          | 4821/? [38:20<00:00,  2.10it/s]
Epoch 0: |          | 4821/? [38:20<00:00,  2.10it/s]
Epoch 0: |          | 4822/? [38:20<00:00,  2.10it/s]
Epoch 0: |          | 4822/? [38:20<00:00,  2.10it/s]
Epoch 0: |          | 4823/? [38:21<00:00,  2.10it/s]
Epoch 0: |          | 4823/? [38:21<00:00,  2.10it/s]
Epoch 0: |          | 4824/? [38:21<00:00,  2.10it/s]
Epoch 0: |          | 4824/? [38:21<00:00,  2.10it/s]
Epoch 0: |          | 4825/? [38:22<00:00,  2.10it/s]
Epoch 0: |          | 4825/? [38:22<00:00,  2.10it/s]
Epoch 0: |          | 4826/? [38:22<00:00,  2.10it/s]
Epoch 0: |          | 4826/? [38:22<00:00,  2.10it/s]
Epoch 0: |          | 4827/? [38:22<00:00,  2.10it/s]
Epoch 0: |          | 4827/? [38:22<00:00,  2.10it/s]
Epoch 0: |          | 4828/? [38:23<00:00,  2.10it/s]
Epoch 0: |          | 4828/? [38:23<00:00,  2.10it/s]
Epoch 0: |          | 4829/? [38:23<00:00,  2.10it/s]
Epoch 0: |          | 4829/? [38:23<00:00,  2.10it/s]
Epoch 0: |          | 4830/? [38:24<00:00,  2.10it/s]
Epoch 0: |          | 4830/? [38:24<00:00,  2.10it/s]
Epoch 0: |          | 4831/? [38:24<00:00,  2.10it/s]
Epoch 0: |          | 4831/? [38:24<00:00,  2.10it/s]
Epoch 0: |          | 4832/? [38:24<00:00,  2.10it/s]
Epoch 0: |          | 4832/? [38:24<00:00,  2.10it/s]
Epoch 0: |          | 4833/? [38:25<00:00,  2.10it/s]
Epoch 0: |          | 4833/? [38:25<00:00,  2.10it/s]
Epoch 0: |          | 4834/? [38:25<00:00,  2.10it/s]
Epoch 0: |          | 4834/? [38:25<00:00,  2.10it/s]
Epoch 0: |          | 4835/? [38:26<00:00,  2.10it/s]
Epoch 0: |          | 4835/? [38:26<00:00,  2.10it/s]
Epoch 0: |          | 4836/? [38:26<00:00,  2.10it/s]
Epoch 0: |          | 4836/? [38:26<00:00,  2.10it/s]
Epoch 0: |          | 4837/? [38:26<00:00,  2.10it/s]
Epoch 0: |          | 4837/? [38:26<00:00,  2.10it/s]
Epoch 0: |          | 4838/? [38:27<00:00,  2.10it/s]
Epoch 0: |          | 4838/? [38:27<00:00,  2.10it/s]
Epoch 0: |          | 4839/? [38:27<00:00,  2.10it/s]
Epoch 0: |          | 4839/? [38:27<00:00,  2.10it/s]
Epoch 0: |          | 4840/? [38:28<00:00,  2.10it/s]
Epoch 0: |          | 4840/? [38:28<00:00,  2.10it/s]
Epoch 0: |          | 4841/? [38:28<00:00,  2.10it/s]
Epoch 0: |          | 4841/? [38:28<00:00,  2.10it/s]
Epoch 0: |          | 4842/? [38:28<00:00,  2.10it/s]
Epoch 0: |          | 4842/? [38:28<00:00,  2.10it/s]
Epoch 0: |          | 4843/? [38:29<00:00,  2.10it/s]
Epoch 0: |          | 4843/? [38:29<00:00,  2.10it/s]
Epoch 0: |          | 4844/? [38:29<00:00,  2.10it/s]
Epoch 0: |          | 4844/? [38:29<00:00,  2.10it/s]
Epoch 0: |          | 4845/? [38:30<00:00,  2.10it/s]
Epoch 0: |          | 4845/? [38:30<00:00,  2.10it/s]
Epoch 0: |          | 4846/? [38:30<00:00,  2.10it/s]
Epoch 0: |          | 4846/? [38:30<00:00,  2.10it/s]
Epoch 0: |          | 4847/? [38:30<00:00,  2.10it/s]
Epoch 0: |          | 4847/? [38:30<00:00,  2.10it/s]
Epoch 0: |          | 4848/? [38:31<00:00,  2.10it/s]
Epoch 0: |          | 4848/? [38:31<00:00,  2.10it/s]
Epoch 0: |          | 4849/? [38:31<00:00,  2.10it/s]
Epoch 0: |          | 4849/? [38:31<00:00,  2.10it/s]
Epoch 0: |          | 4850/? [38:32<00:00,  2.10it/s]
Epoch 0: |          | 4850/? [38:32<00:00,  2.10it/s]
Epoch 0: |          | 4851/? [38:32<00:00,  2.10it/s]
Epoch 0: |          | 4851/? [38:32<00:00,  2.10it/s]
Epoch 0: |          | 4852/? [38:32<00:00,  2.10it/s]
Epoch 0: |          | 4852/? [38:32<00:00,  2.10it/s]
Epoch 0: |          | 4853/? [38:33<00:00,  2.10it/s]
Epoch 0: |          | 4853/? [38:33<00:00,  2.10it/s]
Epoch 0: |          | 4854/? [38:33<00:00,  2.10it/s]
Epoch 0: |          | 4854/? [38:33<00:00,  2.10it/s]
Epoch 0: |          | 4855/? [38:34<00:00,  2.10it/s]
Epoch 0: |          | 4855/? [38:34<00:00,  2.10it/s]
Epoch 0: |          | 4856/? [38:34<00:00,  2.10it/s]
Epoch 0: |          | 4856/? [38:34<00:00,  2.10it/s]
Epoch 0: |          | 4857/? [38:34<00:00,  2.10it/s]
Epoch 0: |          | 4857/? [38:34<00:00,  2.10it/s]
Epoch 0: |          | 4858/? [38:35<00:00,  2.10it/s]
Epoch 0: |          | 4858/? [38:35<00:00,  2.10it/s]
Epoch 0: |          | 4859/? [38:35<00:00,  2.10it/s]
Epoch 0: |          | 4859/? [38:35<00:00,  2.10it/s]
Epoch 0: |          | 4860/? [38:36<00:00,  2.10it/s]
Epoch 0: |          | 4860/? [38:36<00:00,  2.10it/s]
Epoch 0: |          | 4861/? [38:36<00:00,  2.10it/s]
Epoch 0: |          | 4861/? [38:36<00:00,  2.10it/s]
Epoch 0: |          | 4862/? [38:36<00:00,  2.10it/s]
Epoch 0: |          | 4862/? [38:36<00:00,  2.10it/s]
Epoch 0: |          | 4863/? [38:37<00:00,  2.10it/s]
Epoch 0: |          | 4863/? [38:37<00:00,  2.10it/s]
Epoch 0: |          | 4864/? [38:37<00:00,  2.10it/s]
Epoch 0: |          | 4864/? [38:37<00:00,  2.10it/s]
Epoch 0: |          | 4865/? [38:38<00:00,  2.10it/s]
Epoch 0: |          | 4865/? [38:38<00:00,  2.10it/s]
Epoch 0: |          | 4866/? [38:38<00:00,  2.10it/s]
Epoch 0: |          | 4866/? [38:38<00:00,  2.10it/s]
Epoch 0: |          | 4867/? [38:38<00:00,  2.10it/s]
Epoch 0: |          | 4867/? [38:38<00:00,  2.10it/s]
Epoch 0: |          | 4868/? [38:39<00:00,  2.10it/s]
Epoch 0: |          | 4868/? [38:39<00:00,  2.10it/s]
Epoch 0: |          | 4869/? [38:39<00:00,  2.10it/s]
Epoch 0: |          | 4869/? [38:39<00:00,  2.10it/s]
Epoch 0: |          | 4870/? [38:40<00:00,  2.10it/s]
Epoch 0: |          | 4870/? [38:40<00:00,  2.10it/s]
Epoch 0: |          | 4871/? [38:40<00:00,  2.10it/s]
Epoch 0: |          | 4871/? [38:40<00:00,  2.10it/s]
Epoch 0: |          | 4872/? [38:40<00:00,  2.10it/s]
Epoch 0: |          | 4872/? [38:40<00:00,  2.10it/s]
Epoch 0: |          | 4873/? [38:41<00:00,  2.10it/s]
Epoch 0: |          | 4873/? [38:41<00:00,  2.10it/s]
Epoch 0: |          | 4874/? [38:41<00:00,  2.10it/s]
Epoch 0: |          | 4874/? [38:41<00:00,  2.10it/s]
Epoch 0: |          | 4875/? [38:42<00:00,  2.10it/s]
Epoch 0: |          | 4875/? [38:42<00:00,  2.10it/s]
Epoch 0: |          | 4876/? [38:42<00:00,  2.10it/s]
Epoch 0: |          | 4876/? [38:42<00:00,  2.10it/s]
Epoch 0: |          | 4877/? [38:42<00:00,  2.10it/s]
Epoch 0: |          | 4877/? [38:42<00:00,  2.10it/s]
Epoch 0: |          | 4878/? [38:43<00:00,  2.10it/s]
Epoch 0: |          | 4878/? [38:43<00:00,  2.10it/s]
Epoch 0: |          | 4879/? [38:43<00:00,  2.10it/s]
Epoch 0: |          | 4879/? [38:43<00:00,  2.10it/s]
Epoch 0: |          | 4880/? [38:44<00:00,  2.10it/s]
Epoch 0: |          | 4880/? [38:44<00:00,  2.10it/s]
Epoch 0: |          | 4881/? [38:44<00:00,  2.10it/s]
Epoch 0: |          | 4881/? [38:44<00:00,  2.10it/s]
Epoch 0: |          | 4882/? [38:44<00:00,  2.10it/s]
Epoch 0: |          | 4882/? [38:44<00:00,  2.10it/s]
Epoch 0: |          | 4883/? [38:45<00:00,  2.10it/s]
Epoch 0: |          | 4883/? [38:45<00:00,  2.10it/s]
Epoch 0: |          | 4884/? [38:45<00:00,  2.10it/s]
Epoch 0: |          | 4884/? [38:45<00:00,  2.10it/s]
Epoch 0: |          | 4885/? [38:46<00:00,  2.10it/s]
Epoch 0: |          | 4885/? [38:46<00:00,  2.10it/s]
Epoch 0: |          | 4886/? [38:46<00:00,  2.10it/s]
Epoch 0: |          | 4886/? [38:46<00:00,  2.10it/s]
Epoch 0: |          | 4887/? [38:46<00:00,  2.10it/s]
Epoch 0: |          | 4887/? [38:46<00:00,  2.10it/s]
Epoch 0: |          | 4888/? [38:47<00:00,  2.10it/s]
Epoch 0: |          | 4888/? [38:47<00:00,  2.10it/s]
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Epoch 0: |          | 4906/? [38:54<00:00,  2.10it/s]
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Epoch 0: |          | 4907/? [38:54<00:00,  2.10it/s]
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Epoch 0: |          | 4908/? [38:55<00:00,  2.10it/s]
Epoch 0: |          | 4908/? [38:55<00:00,  2.10it/s]
Epoch 0: |          | 4909/? [38:55<00:00,  2.10it/s]
Epoch 0: |          | 4909/? [38:55<00:00,  2.10it/s]
Epoch 0: |          | 4910/? [38:55<00:00,  2.10it/s]
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Epoch 0: |          | 4911/? [38:56<00:00,  2.10it/s]
Epoch 0: |          | 4911/? [38:56<00:00,  2.10it/s]
Epoch 0: |          | 4912/? [38:56<00:00,  2.10it/s]
Epoch 0: |          | 4912/? [38:56<00:00,  2.10it/s]
Epoch 0: |          | 4913/? [38:57<00:00,  2.10it/s]
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Epoch 0: |          | 4914/? [38:57<00:00,  2.10it/s]
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Epoch 0: |          | 4915/? [38:57<00:00,  2.10it/s]
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Epoch 0: |          | 4916/? [38:58<00:00,  2.10it/s]
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Epoch 0: |          | 4917/? [38:58<00:00,  2.10it/s]
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Epoch 0: |          | 4918/? [38:59<00:00,  2.10it/s]
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Epoch 0: |          | 4919/? [38:59<00:00,  2.10it/s]
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Epoch 0: |          | 4920/? [38:59<00:00,  2.10it/s]
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Epoch 0: |          | 4921/? [39:00<00:00,  2.10it/s]
Epoch 0: |          | 4921/? [39:00<00:00,  2.10it/s]
Epoch 0: |          | 4922/? [39:00<00:00,  2.10it/s]
Epoch 0: |          | 4922/? [39:00<00:00,  2.10it/s]
Epoch 0: |          | 4923/? [39:01<00:00,  2.10it/s]
Epoch 0: |          | 4923/? [39:01<00:00,  2.10it/s]
Epoch 0: |          | 4924/? [39:01<00:00,  2.10it/s]
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Epoch 0: |          | 4925/? [39:01<00:00,  2.10it/s]
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Epoch 0: |          | 4926/? [39:02<00:00,  2.10it/s]
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Epoch 0: |          | 4927/? [39:02<00:00,  2.10it/s]
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Epoch 0: |          | 4928/? [39:03<00:00,  2.10it/s]
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Epoch 0: |          | 4929/? [39:03<00:00,  2.10it/s]
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Epoch 0: |          | 4930/? [39:03<00:00,  2.10it/s]
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Epoch 0: |          | 4931/? [39:04<00:00,  2.10it/s]
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Epoch 0: |          | 4932/? [39:04<00:00,  2.10it/s]
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Epoch 0: |          | 4933/? [39:05<00:00,  2.10it/s]
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Epoch 0: |          | 4934/? [39:05<00:00,  2.10it/s]
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Epoch 0: |          | 4935/? [39:05<00:00,  2.10it/s]
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Epoch 0: |          | 4936/? [39:06<00:00,  2.10it/s]
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Epoch 0: |          | 4937/? [39:06<00:00,  2.10it/s]
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Epoch 0: |          | 4938/? [39:07<00:00,  2.10it/s]
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Epoch 0: |          | 4939/? [39:07<00:00,  2.10it/s]
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Epoch 0: |          | 4940/? [39:07<00:00,  2.10it/s]
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Epoch 0: |          | 4941/? [39:08<00:00,  2.10it/s]
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Epoch 0: |          | 4949/? [39:11<00:00,  2.10it/s]
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Epoch 0: |          | 4950/? [39:11<00:00,  2.10it/s]
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Epoch 0: |          | 4951/? [39:12<00:00,  2.10it/s]
Epoch 0: |          | 4951/? [39:12<00:00,  2.10it/s]
Epoch 0: |          | 4952/? [39:12<00:00,  2.10it/s]
Epoch 0: |          | 4952/? [39:12<00:00,  2.10it/s]
Epoch 0: |          | 4953/? [39:12<00:00,  2.11it/s]
Epoch 0: |          | 4953/? [39:12<00:00,  2.11it/s]
Epoch 0: |          | 4954/? [39:13<00:00,  2.11it/s]
Epoch 0: |          | 4954/? [39:13<00:00,  2.11it/s]
Epoch 0: |          | 4955/? [39:13<00:00,  2.11it/s]
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Epoch 0: |          | 4956/? [39:14<00:00,  2.11it/s]
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Epoch 0: |          | 4957/? [39:14<00:00,  2.11it/s]
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Epoch 0: |          | 4958/? [39:14<00:00,  2.11it/s]
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Epoch 0: |          | 4959/? [39:15<00:00,  2.11it/s]
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Epoch 0: |          | 4960/? [39:15<00:00,  2.11it/s]
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Epoch 0: |          | 4961/? [39:16<00:00,  2.11it/s]
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Epoch 0: |          | 4962/? [39:16<00:00,  2.11it/s]
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Epoch 0: |          | 4963/? [39:16<00:00,  2.11it/s]
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Epoch 0: |          | 4964/? [39:17<00:00,  2.11it/s]
Epoch 0: |          | 4964/? [39:17<00:00,  2.11it/s]
Epoch 0: |          | 4965/? [39:17<00:00,  2.11it/s]
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Epoch 0: |          | 4966/? [39:18<00:00,  2.11it/s]
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Epoch 0: |          | 4967/? [39:18<00:00,  2.11it/s]
Epoch 0: |          | 4967/? [39:18<00:00,  2.11it/s]
Epoch 0: |          | 4968/? [39:18<00:00,  2.11it/s]
Epoch 0: |          | 4968/? [39:18<00:00,  2.11it/s]
Epoch 0: |          | 4969/? [39:19<00:00,  2.11it/s]
Epoch 0: |          | 4969/? [39:19<00:00,  2.11it/s]
Epoch 0: |          | 4970/? [39:19<00:00,  2.11it/s]
Epoch 0: |          | 4970/? [39:19<00:00,  2.11it/s]
Epoch 0: |          | 4971/? [39:20<00:00,  2.11it/s]
Epoch 0: |          | 4971/? [39:20<00:00,  2.11it/s]
Epoch 0: |          | 4972/? [39:20<00:00,  2.11it/s]
Epoch 0: |          | 4972/? [39:20<00:00,  2.11it/s]
Epoch 0: |          | 4973/? [39:20<00:00,  2.11it/s]
Epoch 0: |          | 4973/? [39:20<00:00,  2.11it/s]
Epoch 0: |          | 4974/? [39:21<00:00,  2.11it/s]
Epoch 0: |          | 4974/? [39:21<00:00,  2.11it/s]
Epoch 0: |          | 4975/? [39:21<00:00,  2.11it/s]
Epoch 0: |          | 4975/? [39:21<00:00,  2.11it/s]
Epoch 0: |          | 4976/? [39:22<00:00,  2.11it/s]
Epoch 0: |          | 4976/? [39:22<00:00,  2.11it/s]
Epoch 0: |          | 4977/? [39:22<00:00,  2.11it/s]
Epoch 0: |          | 4977/? [39:22<00:00,  2.11it/s]
Epoch 0: |          | 4978/? [39:22<00:00,  2.11it/s]
Epoch 0: |          | 4978/? [39:22<00:00,  2.11it/s]
Epoch 0: |          | 4979/? [39:23<00:00,  2.11it/s]
Epoch 0: |          | 4979/? [39:23<00:00,  2.11it/s]
Epoch 0: |          | 4980/? [39:23<00:00,  2.11it/s]
Epoch 0: |          | 4980/? [39:23<00:00,  2.11it/s]
Epoch 0: |          | 4981/? [39:24<00:00,  2.11it/s]
Epoch 0: |          | 4981/? [39:24<00:00,  2.11it/s]
Epoch 0: |          | 4982/? [39:24<00:00,  2.11it/s]
Epoch 0: |          | 4982/? [39:24<00:00,  2.11it/s]
Epoch 0: |          | 4983/? [39:24<00:00,  2.11it/s]
Epoch 0: |          | 4983/? [39:24<00:00,  2.11it/s]
Epoch 0: |          | 4984/? [39:25<00:00,  2.11it/s]
Epoch 0: |          | 4984/? [39:25<00:00,  2.11it/s]
Epoch 0: |          | 4985/? [39:25<00:00,  2.11it/s]
Epoch 0: |          | 4985/? [39:25<00:00,  2.11it/s]
Epoch 0: |          | 4986/? [39:25<00:00,  2.11it/s]
Epoch 0: |          | 4986/? [39:25<00:00,  2.11it/s]
Epoch 0: |          | 4987/? [39:26<00:00,  2.11it/s]
Epoch 0: |          | 4987/? [39:26<00:00,  2.11it/s]
Epoch 0: |          | 4988/? [39:26<00:00,  2.11it/s]
Epoch 0: |          | 4988/? [39:26<00:00,  2.11it/s]
Epoch 0: |          | 4989/? [39:27<00:00,  2.11it/s]
Epoch 0: |          | 4989/? [39:27<00:00,  2.11it/s]
Epoch 0: |          | 4990/? [39:27<00:00,  2.11it/s]
Epoch 0: |          | 4990/? [39:27<00:00,  2.11it/s]
Epoch 0: |          | 4991/? [39:27<00:00,  2.11it/s]
Epoch 0: |          | 4991/? [39:27<00:00,  2.11it/s]
Epoch 0: |          | 4992/? [39:28<00:00,  2.11it/s]
Epoch 0: |          | 4992/? [39:28<00:00,  2.11it/s]
Epoch 0: |          | 4993/? [39:28<00:00,  2.11it/s]
Epoch 0: |          | 4993/? [39:28<00:00,  2.11it/s]
Epoch 0: |          | 4994/? [39:29<00:00,  2.11it/s]
Epoch 0: |          | 4994/? [39:29<00:00,  2.11it/s]
Epoch 0: |          | 4995/? [39:29<00:00,  2.11it/s]
Epoch 0: |          | 4995/? [39:29<00:00,  2.11it/s]
Epoch 0: |          | 4996/? [39:29<00:00,  2.11it/s]
Epoch 0: |          | 4996/? [39:29<00:00,  2.11it/s]
Epoch 0: |          | 4997/? [39:30<00:00,  2.11it/s]
Epoch 0: |          | 4997/? [39:30<00:00,  2.11it/s]
Epoch 0: |          | 4998/? [39:30<00:00,  2.11it/s]
Epoch 0: |          | 4998/? [39:30<00:00,  2.11it/s]
Epoch 0: |          | 4999/? [39:31<00:00,  2.11it/s]
Epoch 0: |          | 4999/? [39:31<00:00,  2.11it/s]
Epoch 0: |          | 5000/? [39:31<00:00,  2.11it/s]
Epoch 0: |          | 5000/? [39:31<00:00,  2.11it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.91it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  6.72it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  6.64it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.53it/s]

Epoch 0: |          | 5000/? [39:32<00:00,  2.11it/s]
Epoch 0: |          | 5001/? [39:32<00:00,  2.11it/s]
Epoch 0: |          | 5001/? [39:32<00:00,  2.11it/s]
Epoch 0: |          | 5002/? [39:32<00:00,  2.11it/s]
Epoch 0: |          | 5002/? [39:32<00:00,  2.11it/s]
Epoch 0: |          | 5003/? [39:33<00:00,  2.11it/s]
Epoch 0: |          | 5003/? [39:33<00:00,  2.11it/s]
Epoch 0: |          | 5004/? [39:33<00:00,  2.11it/s]
Epoch 0: |          | 5004/? [39:33<00:00,  2.11it/s]
Epoch 0: |          | 5005/? [39:34<00:00,  2.11it/s]
Epoch 0: |          | 5005/? [39:34<00:00,  2.11it/s]
Epoch 0: |          | 5006/? [39:34<00:00,  2.11it/s]
Epoch 0: |          | 5006/? [39:34<00:00,  2.11it/s]
Epoch 0: |          | 5007/? [39:35<00:00,  2.11it/s]
Epoch 0: |          | 5007/? [39:35<00:00,  2.11it/s]
Epoch 0: |          | 5008/? [39:35<00:00,  2.11it/s]
Epoch 0: |          | 5008/? [39:35<00:00,  2.11it/s]
Epoch 0: |          | 5009/? [39:36<00:00,  2.11it/s]
Epoch 0: |          | 5009/? [39:36<00:00,  2.11it/s]
Epoch 0: |          | 5010/? [39:36<00:00,  2.11it/s]
Epoch 0: |          | 5010/? [39:36<00:00,  2.11it/s]
Epoch 0: |          | 5011/? [39:36<00:00,  2.11it/s]
Epoch 0: |          | 5011/? [39:36<00:00,  2.11it/s]
Epoch 0: |          | 5012/? [39:37<00:00,  2.11it/s]
Epoch 0: |          | 5012/? [39:37<00:00,  2.11it/s]
Epoch 0: |          | 5013/? [39:37<00:00,  2.11it/s]
Epoch 0: |          | 5013/? [39:37<00:00,  2.11it/s]
Epoch 0: |          | 5014/? [39:38<00:00,  2.11it/s]
Epoch 0: |          | 5014/? [39:38<00:00,  2.11it/s]
Epoch 0: |          | 5015/? [39:38<00:00,  2.11it/s]
Epoch 0: |          | 5015/? [39:38<00:00,  2.11it/s]
Epoch 0: |          | 5016/? [39:39<00:00,  2.11it/s]
Epoch 0: |          | 5016/? [39:39<00:00,  2.11it/s]
Epoch 0: |          | 5017/? [39:39<00:00,  2.11it/s]
Epoch 0: |          | 5017/? [39:39<00:00,  2.11it/s]
Epoch 0: |          | 5018/? [39:39<00:00,  2.11it/s]
Epoch 0: |          | 5018/? [39:39<00:00,  2.11it/s]
Epoch 0: |          | 5019/? [39:40<00:00,  2.11it/s]
Epoch 0: |          | 5019/? [39:40<00:00,  2.11it/s]
Epoch 0: |          | 5020/? [39:40<00:00,  2.11it/s]
Epoch 0: |          | 5020/? [39:40<00:00,  2.11it/s]
Epoch 0: |          | 5021/? [39:41<00:00,  2.11it/s]
Epoch 0: |          | 5021/? [39:41<00:00,  2.11it/s]
Epoch 0: |          | 5022/? [39:41<00:00,  2.11it/s]
Epoch 0: |          | 5022/? [39:41<00:00,  2.11it/s]
Epoch 0: |          | 5023/? [39:41<00:00,  2.11it/s]
Epoch 0: |          | 5023/? [39:41<00:00,  2.11it/s]
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Epoch 0: |          | 5171/? [40:44<00:00,  2.12it/s]
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Epoch 0: |          | 5180/? [40:48<00:00,  2.12it/s]
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Epoch 0: |          | 5181/? [40:48<00:00,  2.12it/s]
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Epoch 0: |          | 5189/? [40:51<00:00,  2.12it/s]
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Epoch 0: |          | 5190/? [40:52<00:00,  2.12it/s]
Epoch 0: |          | 5190/? [40:52<00:00,  2.12it/s]
Epoch 0: |          | 5191/? [40:52<00:00,  2.12it/s]
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Epoch 0: |          | 5192/? [40:52<00:00,  2.12it/s]
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Epoch 0: |          | 5193/? [40:53<00:00,  2.12it/s]
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Epoch 0: |          | 5198/? [40:55<00:00,  2.12it/s]
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Epoch 0: |          | 5199/? [40:55<00:00,  2.12it/s]
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Epoch 0: |          | 5200/? [40:56<00:00,  2.12it/s]
Epoch 0: |          | 5200/? [40:56<00:00,  2.12it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  8.66it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  7.24it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.22it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.09it/s]

Epoch 0: |          | 5200/? [40:56<00:00,  2.12it/s]
Epoch 0: |          | 5201/? [40:57<00:00,  2.12it/s]
Epoch 0: |          | 5201/? [40:57<00:00,  2.12it/s]
Epoch 0: |          | 5202/? [40:57<00:00,  2.12it/s]
Epoch 0: |          | 5202/? [40:57<00:00,  2.12it/s]
Epoch 0: |          | 5203/? [40:57<00:00,  2.12it/s]
Epoch 0: |          | 5203/? [40:57<00:00,  2.12it/s]
Epoch 0: |          | 5204/? [40:58<00:00,  2.12it/s]
Epoch 0: |          | 5204/? [40:58<00:00,  2.12it/s]
Epoch 0: |          | 5205/? [40:58<00:00,  2.12it/s]
Epoch 0: |          | 5205/? [40:58<00:00,  2.12it/s]
Epoch 0: |          | 5206/? [40:59<00:00,  2.12it/s]
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Epoch 0: |          | 5207/? [40:59<00:00,  2.12it/s]
Epoch 0: |          | 5207/? [40:59<00:00,  2.12it/s]
Epoch 0: |          | 5208/? [41:00<00:00,  2.12it/s]
Epoch 0: |          | 5208/? [41:00<00:00,  2.12it/s]
Epoch 0: |          | 5209/? [41:00<00:00,  2.12it/s]
Epoch 0: |          | 5209/? [41:00<00:00,  2.12it/s]
Epoch 0: |          | 5210/? [41:00<00:00,  2.12it/s]
Epoch 0: |          | 5210/? [41:00<00:00,  2.12it/s]
Epoch 0: |          | 5211/? [41:01<00:00,  2.12it/s]
Epoch 0: |          | 5211/? [41:01<00:00,  2.12it/s]
Epoch 0: |          | 5212/? [41:01<00:00,  2.12it/s]
Epoch 0: |          | 5212/? [41:01<00:00,  2.12it/s]
Epoch 0: |          | 5213/? [41:02<00:00,  2.12it/s]
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Epoch 0: |          | 5214/? [41:02<00:00,  2.12it/s]
Epoch 0: |          | 5214/? [41:02<00:00,  2.12it/s]
Epoch 0: |          | 5215/? [41:02<00:00,  2.12it/s]
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Epoch 0: |          | 5216/? [41:03<00:00,  2.12it/s]
Epoch 0: |          | 5216/? [41:03<00:00,  2.12it/s]
Epoch 0: |          | 5217/? [41:03<00:00,  2.12it/s]
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Epoch 0: |          | 5218/? [41:04<00:00,  2.12it/s]
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Epoch 0: |          | 5219/? [41:04<00:00,  2.12it/s]
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Epoch 0: |          | 5220/? [41:04<00:00,  2.12it/s]
Epoch 0: |          | 5220/? [41:04<00:00,  2.12it/s]
Epoch 0: |          | 5221/? [41:05<00:00,  2.12it/s]
Epoch 0: |          | 5221/? [41:05<00:00,  2.12it/s]
Epoch 0: |          | 5222/? [41:05<00:00,  2.12it/s]
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Epoch 0: |          | 5223/? [41:06<00:00,  2.12it/s]
Epoch 0: |          | 5223/? [41:06<00:00,  2.12it/s]
Epoch 0: |          | 5224/? [41:06<00:00,  2.12it/s]
Epoch 0: |          | 5224/? [41:06<00:00,  2.12it/s]
Epoch 0: |          | 5225/? [41:07<00:00,  2.12it/s]
Epoch 0: |          | 5225/? [41:07<00:00,  2.12it/s]
Epoch 0: |          | 5226/? [41:07<00:00,  2.12it/s]
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Epoch 0: |          | 5227/? [41:07<00:00,  2.12it/s]
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Epoch 0: |          | 5228/? [41:08<00:00,  2.12it/s]
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Epoch 0: |          | 5229/? [41:08<00:00,  2.12it/s]
Epoch 0: |          | 5229/? [41:08<00:00,  2.12it/s]
Epoch 0: |          | 5230/? [41:09<00:00,  2.12it/s]
Epoch 0: |          | 5230/? [41:09<00:00,  2.12it/s]
Epoch 0: |          | 5231/? [41:09<00:00,  2.12it/s]
Epoch 0: |          | 5231/? [41:09<00:00,  2.12it/s]
Epoch 0: |          | 5232/? [41:09<00:00,  2.12it/s]
Epoch 0: |          | 5232/? [41:09<00:00,  2.12it/s]
Epoch 0: |          | 5233/? [41:10<00:00,  2.12it/s]
Epoch 0: |          | 5233/? [41:10<00:00,  2.12it/s]
Epoch 0: |          | 5234/? [41:10<00:00,  2.12it/s]
Epoch 0: |          | 5234/? [41:10<00:00,  2.12it/s]
Epoch 0: |          | 5235/? [41:11<00:00,  2.12it/s]
Epoch 0: |          | 5235/? [41:11<00:00,  2.12it/s]
Epoch 0: |          | 5236/? [41:11<00:00,  2.12it/s]
Epoch 0: |          | 5236/? [41:11<00:00,  2.12it/s]
Epoch 0: |          | 5237/? [41:12<00:00,  2.12it/s]
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Epoch 0: |          | 5238/? [41:12<00:00,  2.12it/s]
Epoch 0: |          | 5238/? [41:12<00:00,  2.12it/s]
Epoch 0: |          | 5239/? [41:12<00:00,  2.12it/s]
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Epoch 0: |          | 5240/? [41:13<00:00,  2.12it/s]
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Epoch 0: |          | 5241/? [41:13<00:00,  2.12it/s]
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Epoch 0: |          | 5242/? [41:14<00:00,  2.12it/s]
Epoch 0: |          | 5242/? [41:14<00:00,  2.12it/s]
Epoch 0: |          | 5243/? [41:14<00:00,  2.12it/s]
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Epoch 0: |          | 5244/? [41:15<00:00,  2.12it/s]
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Epoch 0: |          | 5245/? [41:15<00:00,  2.12it/s]
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Epoch 0: |          | 5246/? [41:15<00:00,  2.12it/s]
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Epoch 0: |          | 5247/? [41:16<00:00,  2.12it/s]
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Epoch 0: |          | 5248/? [41:16<00:00,  2.12it/s]
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Epoch 0: |          | 5249/? [41:17<00:00,  2.12it/s]
Epoch 0: |          | 5249/? [41:17<00:00,  2.12it/s]
Epoch 0: |          | 5250/? [41:17<00:00,  2.12it/s]
Epoch 0: |          | 5250/? [41:17<00:00,  2.12it/s]
Epoch 0: |          | 5251/? [41:18<00:00,  2.12it/s]
Epoch 0: |          | 5251/? [41:18<00:00,  2.12it/s]
Epoch 0: |          | 5252/? [41:18<00:00,  2.12it/s]
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Epoch 0: |          | 5253/? [41:18<00:00,  2.12it/s]
Epoch 0: |          | 5253/? [41:18<00:00,  2.12it/s]
Epoch 0: |          | 5254/? [41:19<00:00,  2.12it/s]
Epoch 0: |          | 5254/? [41:19<00:00,  2.12it/s]
Epoch 0: |          | 5255/? [41:19<00:00,  2.12it/s]
Epoch 0: |          | 5255/? [41:19<00:00,  2.12it/s]
Epoch 0: |          | 5256/? [41:20<00:00,  2.12it/s]
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Epoch 0: |          | 5257/? [41:20<00:00,  2.12it/s]
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Epoch 0: |          | 5258/? [41:20<00:00,  2.12it/s]
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Epoch 0: |          | 5259/? [41:21<00:00,  2.12it/s]
Epoch 0: |          | 5259/? [41:21<00:00,  2.12it/s]
Epoch 0: |          | 5260/? [41:21<00:00,  2.12it/s]
Epoch 0: |          | 5260/? [41:21<00:00,  2.12it/s]
Epoch 0: |          | 5261/? [41:22<00:00,  2.12it/s]
Epoch 0: |          | 5261/? [41:22<00:00,  2.12it/s]
Epoch 0: |          | 5262/? [41:22<00:00,  2.12it/s]
Epoch 0: |          | 5262/? [41:22<00:00,  2.12it/s]
Epoch 0: |          | 5263/? [41:22<00:00,  2.12it/s]
Epoch 0: |          | 5263/? [41:22<00:00,  2.12it/s]
Epoch 0: |          | 5264/? [41:23<00:00,  2.12it/s]
Epoch 0: |          | 5264/? [41:23<00:00,  2.12it/s]
Epoch 0: |          | 5265/? [41:23<00:00,  2.12it/s]
Epoch 0: |          | 5265/? [41:23<00:00,  2.12it/s]
Epoch 0: |          | 5266/? [41:24<00:00,  2.12it/s]
Epoch 0: |          | 5266/? [41:24<00:00,  2.12it/s]
Epoch 0: |          | 5267/? [41:24<00:00,  2.12it/s]
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Epoch 0: |          | 5268/? [41:24<00:00,  2.12it/s]
Epoch 0: |          | 5268/? [41:24<00:00,  2.12it/s]
Epoch 0: |          | 5269/? [41:25<00:00,  2.12it/s]
Epoch 0: |          | 5269/? [41:25<00:00,  2.12it/s]
Epoch 0: |          | 5270/? [41:25<00:00,  2.12it/s]
Epoch 0: |          | 5270/? [41:25<00:00,  2.12it/s]
Epoch 0: |          | 5271/? [41:26<00:00,  2.12it/s]
Epoch 0: |          | 5271/? [41:26<00:00,  2.12it/s]
Epoch 0: |          | 5272/? [41:26<00:00,  2.12it/s]
Epoch 0: |          | 5272/? [41:26<00:00,  2.12it/s]
Epoch 0: |          | 5273/? [41:27<00:00,  2.12it/s]
Epoch 0: |          | 5273/? [41:27<00:00,  2.12it/s]
Epoch 0: |          | 5274/? [41:27<00:00,  2.12it/s]
Epoch 0: |          | 5274/? [41:27<00:00,  2.12it/s]
Epoch 0: |          | 5275/? [41:27<00:00,  2.12it/s]
Epoch 0: |          | 5275/? [41:27<00:00,  2.12it/s]
Epoch 0: |          | 5276/? [41:28<00:00,  2.12it/s]
Epoch 0: |          | 5276/? [41:28<00:00,  2.12it/s]
Epoch 0: |          | 5277/? [41:28<00:00,  2.12it/s]
Epoch 0: |          | 5277/? [41:28<00:00,  2.12it/s]
Epoch 0: |          | 5278/? [41:29<00:00,  2.12it/s]
Epoch 0: |          | 5278/? [41:29<00:00,  2.12it/s]
Epoch 0: |          | 5279/? [41:29<00:00,  2.12it/s]
Epoch 0: |          | 5279/? [41:29<00:00,  2.12it/s]
Epoch 0: |          | 5280/? [41:29<00:00,  2.12it/s]
Epoch 0: |          | 5280/? [41:29<00:00,  2.12it/s]
Epoch 0: |          | 5281/? [41:30<00:00,  2.12it/s]
Epoch 0: |          | 5281/? [41:30<00:00,  2.12it/s]
Epoch 0: |          | 5282/? [41:30<00:00,  2.12it/s]
Epoch 0: |          | 5282/? [41:30<00:00,  2.12it/s]
Epoch 0: |          | 5283/? [41:31<00:00,  2.12it/s]
Epoch 0: |          | 5283/? [41:31<00:00,  2.12it/s]
Epoch 0: |          | 5284/? [41:31<00:00,  2.12it/s]
Epoch 0: |          | 5284/? [41:31<00:00,  2.12it/s]
Epoch 0: |          | 5285/? [41:32<00:00,  2.12it/s]
Epoch 0: |          | 5285/? [41:32<00:00,  2.12it/s]
Epoch 0: |          | 5286/? [41:32<00:00,  2.12it/s]
Epoch 0: |          | 5286/? [41:32<00:00,  2.12it/s]
Epoch 0: |          | 5287/? [41:32<00:00,  2.12it/s]
Epoch 0: |          | 5287/? [41:32<00:00,  2.12it/s]
Epoch 0: |          | 5288/? [41:33<00:00,  2.12it/s]
Epoch 0: |          | 5288/? [41:33<00:00,  2.12it/s]
Epoch 0: |          | 5289/? [41:33<00:00,  2.12it/s]
Epoch 0: |          | 5289/? [41:33<00:00,  2.12it/s]
Epoch 0: |          | 5290/? [41:34<00:00,  2.12it/s]
Epoch 0: |          | 5290/? [41:34<00:00,  2.12it/s]
Epoch 0: |          | 5291/? [41:34<00:00,  2.12it/s]
Epoch 0: |          | 5291/? [41:34<00:00,  2.12it/s]
Epoch 0: |          | 5292/? [41:35<00:00,  2.12it/s]
Epoch 0: |          | 5292/? [41:35<00:00,  2.12it/s]
Epoch 0: |          | 5293/? [41:35<00:00,  2.12it/s]
Epoch 0: |          | 5293/? [41:35<00:00,  2.12it/s]
Epoch 0: |          | 5294/? [41:35<00:00,  2.12it/s]
Epoch 0: |          | 5294/? [41:35<00:00,  2.12it/s]
Epoch 0: |          | 5295/? [41:36<00:00,  2.12it/s]
Epoch 0: |          | 5295/? [41:36<00:00,  2.12it/s]
Epoch 0: |          | 5296/? [41:36<00:00,  2.12it/s]
Epoch 0: |          | 5296/? [41:36<00:00,  2.12it/s]
Epoch 0: |          | 5297/? [41:37<00:00,  2.12it/s]
Epoch 0: |          | 5297/? [41:37<00:00,  2.12it/s]
Epoch 0: |          | 5298/? [41:37<00:00,  2.12it/s]
Epoch 0: |          | 5298/? [41:37<00:00,  2.12it/s]
Epoch 0: |          | 5299/? [41:37<00:00,  2.12it/s]
Epoch 0: |          | 5299/? [41:37<00:00,  2.12it/s]
Epoch 0: |          | 5300/? [41:38<00:00,  2.12it/s]
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Epoch 0: |          | 5307/? [41:41<00:00,  2.12it/s]
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Epoch 0: |          | 5309/? [41:42<00:00,  2.12it/s]
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Epoch 0: |          | 5310/? [41:42<00:00,  2.12it/s]
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Epoch 0: |          | 5311/? [41:43<00:00,  2.12it/s]
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Epoch 0: |          | 5312/? [41:43<00:00,  2.12it/s]
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Epoch 0: |          | 5313/? [41:43<00:00,  2.12it/s]
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Epoch 0: |          | 5314/? [41:44<00:00,  2.12it/s]
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Epoch 0: |          | 5315/? [41:44<00:00,  2.12it/s]
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Epoch 0: |          | 5316/? [41:45<00:00,  2.12it/s]
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Epoch 0: |          | 5318/? [41:45<00:00,  2.12it/s]
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Epoch 0: |          | 5319/? [41:46<00:00,  2.12it/s]
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Epoch 0: |          | 5320/? [41:46<00:00,  2.12it/s]
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Epoch 0: |          | 5321/? [41:47<00:00,  2.12it/s]
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Epoch 0: |          | 5322/? [41:47<00:00,  2.12it/s]
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Epoch 0: |          | 5325/? [41:48<00:00,  2.12it/s]
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Epoch 0: |          | 5327/? [41:49<00:00,  2.12it/s]
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Epoch 0: |          | 5328/? [41:50<00:00,  2.12it/s]
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Epoch 0: |          | 5329/? [41:50<00:00,  2.12it/s]
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Epoch 0: |          | 5330/? [41:50<00:00,  2.12it/s]
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Epoch 0: |          | 5331/? [41:51<00:00,  2.12it/s]
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Epoch 0: |          | 5332/? [41:51<00:00,  2.12it/s]
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Epoch 0: |          | 5333/? [41:52<00:00,  2.12it/s]
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Epoch 0: |          | 5335/? [41:53<00:00,  2.12it/s]
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Epoch 0: |          | 5336/? [41:53<00:00,  2.12it/s]
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Epoch 0: |          | 5339/? [41:54<00:00,  2.12it/s]
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Epoch 0: |          | 5340/? [41:55<00:00,  2.12it/s]
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Epoch 0: |          | 5341/? [41:55<00:00,  2.12it/s]
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Epoch 0: |          | 5347/? [41:58<00:00,  2.12it/s]
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Epoch 0: |          | 5350/? [41:59<00:00,  2.12it/s]
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Epoch 0: |          | 5351/? [41:59<00:00,  2.12it/s]
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Epoch 0: |          | 5352/? [42:00<00:00,  2.12it/s]
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Epoch 0: |          | 5354/? [42:01<00:00,  2.12it/s]
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Epoch 0: |          | 5356/? [42:01<00:00,  2.12it/s]
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Epoch 0: |          | 5359/? [42:03<00:00,  2.12it/s]
Epoch 0: |          | 5359/? [42:03<00:00,  2.12it/s]
Epoch 0: |          | 5360/? [42:03<00:00,  2.12it/s]
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Epoch 0: |          | 5361/? [42:03<00:00,  2.12it/s]
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Epoch 0: |          | 5362/? [42:04<00:00,  2.12it/s]
Epoch 0: |          | 5362/? [42:04<00:00,  2.12it/s]
Epoch 0: |          | 5363/? [42:04<00:00,  2.12it/s]
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Epoch 0: |          | 5364/? [42:05<00:00,  2.12it/s]
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Epoch 0: |          | 5365/? [42:05<00:00,  2.12it/s]
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Epoch 0: |          | 5366/? [42:05<00:00,  2.12it/s]
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Epoch 0: |          | 5367/? [42:06<00:00,  2.12it/s]
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Epoch 0: |          | 5368/? [42:06<00:00,  2.12it/s]
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Epoch 0: |          | 5369/? [42:07<00:00,  2.12it/s]
Epoch 0: |          | 5369/? [42:07<00:00,  2.12it/s]
Epoch 0: |          | 5370/? [42:07<00:00,  2.12it/s]
Epoch 0: |          | 5370/? [42:07<00:00,  2.12it/s]
Epoch 0: |          | 5371/? [42:07<00:00,  2.12it/s]
Epoch 0: |          | 5371/? [42:07<00:00,  2.12it/s]
Epoch 0: |          | 5372/? [42:08<00:00,  2.12it/s]
Epoch 0: |          | 5372/? [42:08<00:00,  2.12it/s]
Epoch 0: |          | 5373/? [42:08<00:00,  2.12it/s]
Epoch 0: |          | 5373/? [42:08<00:00,  2.12it/s]
Epoch 0: |          | 5374/? [42:09<00:00,  2.12it/s]
Epoch 0: |          | 5374/? [42:09<00:00,  2.12it/s]
Epoch 0: |          | 5375/? [42:09<00:00,  2.12it/s]
Epoch 0: |          | 5375/? [42:09<00:00,  2.12it/s]
Epoch 0: |          | 5376/? [42:09<00:00,  2.12it/s]
Epoch 0: |          | 5376/? [42:09<00:00,  2.12it/s]
Epoch 0: |          | 5377/? [42:10<00:00,  2.13it/s]
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Epoch 0: |          | 5378/? [42:10<00:00,  2.13it/s]
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Epoch 0: |          | 5379/? [42:11<00:00,  2.13it/s]
Epoch 0: |          | 5379/? [42:11<00:00,  2.13it/s]
Epoch 0: |          | 5380/? [42:11<00:00,  2.13it/s]
Epoch 0: |          | 5380/? [42:11<00:00,  2.13it/s]
Epoch 0: |          | 5381/? [42:11<00:00,  2.13it/s]
Epoch 0: |          | 5381/? [42:11<00:00,  2.13it/s]
Epoch 0: |          | 5382/? [42:12<00:00,  2.13it/s]
Epoch 0: |          | 5382/? [42:12<00:00,  2.13it/s]
Epoch 0: |          | 5383/? [42:12<00:00,  2.13it/s]
Epoch 0: |          | 5383/? [42:12<00:00,  2.13it/s]
Epoch 0: |          | 5384/? [42:13<00:00,  2.13it/s]
Epoch 0: |          | 5384/? [42:13<00:00,  2.13it/s]
Epoch 0: |          | 5385/? [42:13<00:00,  2.13it/s]
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Epoch 0: |          | 5386/? [42:14<00:00,  2.13it/s]
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Epoch 0: |          | 5387/? [42:14<00:00,  2.13it/s]
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Epoch 0: |          | 5388/? [42:14<00:00,  2.13it/s]
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Epoch 0: |          | 5389/? [42:15<00:00,  2.13it/s]
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Epoch 0: |          | 5390/? [42:15<00:00,  2.13it/s]
Epoch 0: |          | 5390/? [42:15<00:00,  2.13it/s]
Epoch 0: |          | 5391/? [42:16<00:00,  2.13it/s]
Epoch 0: |          | 5391/? [42:16<00:00,  2.13it/s]
Epoch 0: |          | 5392/? [42:16<00:00,  2.13it/s]
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Epoch 0: |          | 5393/? [42:16<00:00,  2.13it/s]
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Epoch 0: |          | 5394/? [42:17<00:00,  2.13it/s]
Epoch 0: |          | 5394/? [42:17<00:00,  2.13it/s]
Epoch 0: |          | 5395/? [42:17<00:00,  2.13it/s]
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Epoch 0: |          | 5396/? [42:18<00:00,  2.13it/s]
Epoch 0: |          | 5396/? [42:18<00:00,  2.13it/s]
Epoch 0: |          | 5397/? [42:18<00:00,  2.13it/s]
Epoch 0: |          | 5397/? [42:18<00:00,  2.13it/s]
Epoch 0: |          | 5398/? [42:18<00:00,  2.13it/s]
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Epoch 0: |          | 5399/? [42:19<00:00,  2.13it/s]
Epoch 0: |          | 5399/? [42:19<00:00,  2.13it/s]
Epoch 0: |          | 5400/? [42:19<00:00,  2.13it/s]
Epoch 0: |          | 5400/? [42:19<00:00,  2.13it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  8.89it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  7.54it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.44it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.29it/s]

Epoch 0: |          | 5400/? [42:20<00:00,  2.13it/s]
Epoch 0: |          | 5401/? [42:20<00:00,  2.13it/s]
Epoch 0: |          | 5401/? [42:20<00:00,  2.13it/s]
Epoch 0: |          | 5402/? [42:21<00:00,  2.13it/s]
Epoch 0: |          | 5402/? [42:21<00:00,  2.13it/s]
Epoch 0: |          | 5403/? [42:21<00:00,  2.13it/s]
Epoch 0: |          | 5403/? [42:21<00:00,  2.13it/s]
Epoch 0: |          | 5404/? [42:21<00:00,  2.13it/s]
Epoch 0: |          | 5404/? [42:21<00:00,  2.13it/s]
Epoch 0: |          | 5405/? [42:22<00:00,  2.13it/s]
Epoch 0: |          | 5405/? [42:22<00:00,  2.13it/s]
Epoch 0: |          | 5406/? [42:22<00:00,  2.13it/s]
Epoch 0: |          | 5406/? [42:22<00:00,  2.13it/s]
Epoch 0: |          | 5407/? [42:23<00:00,  2.13it/s]
Epoch 0: |          | 5407/? [42:23<00:00,  2.13it/s]
Epoch 0: |          | 5408/? [42:23<00:00,  2.13it/s]
Epoch 0: |          | 5408/? [42:23<00:00,  2.13it/s]
Epoch 0: |          | 5409/? [42:23<00:00,  2.13it/s]
Epoch 0: |          | 5409/? [42:23<00:00,  2.13it/s]
Epoch 0: |          | 5410/? [42:24<00:00,  2.13it/s]
Epoch 0: |          | 5410/? [42:24<00:00,  2.13it/s]
Epoch 0: |          | 5411/? [42:24<00:00,  2.13it/s]
Epoch 0: |          | 5411/? [42:24<00:00,  2.13it/s]
Epoch 0: |          | 5412/? [42:25<00:00,  2.13it/s]
Epoch 0: |          | 5412/? [42:25<00:00,  2.13it/s]
Epoch 0: |          | 5413/? [42:25<00:00,  2.13it/s]
Epoch 0: |          | 5413/? [42:25<00:00,  2.13it/s]
Epoch 0: |          | 5414/? [42:25<00:00,  2.13it/s]
Epoch 0: |          | 5414/? [42:25<00:00,  2.13it/s]
Epoch 0: |          | 5415/? [42:26<00:00,  2.13it/s]
Epoch 0: |          | 5415/? [42:26<00:00,  2.13it/s]
Epoch 0: |          | 5416/? [42:26<00:00,  2.13it/s]
Epoch 0: |          | 5416/? [42:26<00:00,  2.13it/s]
Epoch 0: |          | 5417/? [42:26<00:00,  2.13it/s]
Epoch 0: |          | 5417/? [42:26<00:00,  2.13it/s]
Epoch 0: |          | 5418/? [42:27<00:00,  2.13it/s]
Epoch 0: |          | 5418/? [42:27<00:00,  2.13it/s]
Epoch 0: |          | 5419/? [42:27<00:00,  2.13it/s]
Epoch 0: |          | 5419/? [42:27<00:00,  2.13it/s]
Epoch 0: |          | 5420/? [42:28<00:00,  2.13it/s]
Epoch 0: |          | 5420/? [42:28<00:00,  2.13it/s]
Epoch 0: |          | 5421/? [42:28<00:00,  2.13it/s]
Epoch 0: |          | 5421/? [42:28<00:00,  2.13it/s]
Epoch 0: |          | 5422/? [42:28<00:00,  2.13it/s]
Epoch 0: |          | 5422/? [42:28<00:00,  2.13it/s]
Epoch 0: |          | 5423/? [42:29<00:00,  2.13it/s]
Epoch 0: |          | 5423/? [42:29<00:00,  2.13it/s]
Epoch 0: |          | 5424/? [42:29<00:00,  2.13it/s]
Epoch 0: |          | 5424/? [42:29<00:00,  2.13it/s]
Epoch 0: |          | 5425/? [42:30<00:00,  2.13it/s]
Epoch 0: |          | 5425/? [42:30<00:00,  2.13it/s]
Epoch 0: |          | 5426/? [42:30<00:00,  2.13it/s]
Epoch 0: |          | 5426/? [42:30<00:00,  2.13it/s]
Epoch 0: |          | 5427/? [42:30<00:00,  2.13it/s]
Epoch 0: |          | 5427/? [42:30<00:00,  2.13it/s]
Epoch 0: |          | 5428/? [42:31<00:00,  2.13it/s]
Epoch 0: |          | 5428/? [42:31<00:00,  2.13it/s]
Epoch 0: |          | 5429/? [42:31<00:00,  2.13it/s]
Epoch 0: |          | 5429/? [42:31<00:00,  2.13it/s]
Epoch 0: |          | 5430/? [42:32<00:00,  2.13it/s]
Epoch 0: |          | 5430/? [42:32<00:00,  2.13it/s]
Epoch 0: |          | 5431/? [42:32<00:00,  2.13it/s]
Epoch 0: |          | 5431/? [42:32<00:00,  2.13it/s]
Epoch 0: |          | 5432/? [42:33<00:00,  2.13it/s]
Epoch 0: |          | 5432/? [42:33<00:00,  2.13it/s]
Epoch 0: |          | 5433/? [42:33<00:00,  2.13it/s]
Epoch 0: |          | 5433/? [42:33<00:00,  2.13it/s]
Epoch 0: |          | 5434/? [42:33<00:00,  2.13it/s]
Epoch 0: |          | 5434/? [42:33<00:00,  2.13it/s]
Epoch 0: |          | 5435/? [42:34<00:00,  2.13it/s]
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Epoch 0: |          | 5500/? [43:00<00:00,  2.13it/s]
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Epoch 0: |          | 5501/? [43:00<00:00,  2.13it/s]
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Epoch 0: |          | 5502/? [43:01<00:00,  2.13it/s]
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Epoch 0: |          | 5506/? [43:02<00:00,  2.13it/s]
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Epoch 0: |          | 5510/? [43:04<00:00,  2.13it/s]
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Epoch 0: |          | 5511/? [43:04<00:00,  2.13it/s]
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Epoch 0: |          | 5512/? [43:05<00:00,  2.13it/s]
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Epoch 0: |          | 5513/? [43:05<00:00,  2.13it/s]
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Epoch 0: |          | 5514/? [43:06<00:00,  2.13it/s]
Epoch 0: |          | 5514/? [43:06<00:00,  2.13it/s]
Epoch 0: |          | 5515/? [43:06<00:00,  2.13it/s]
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Epoch 0: |          | 5516/? [43:06<00:00,  2.13it/s]
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Epoch 0: |          | 5517/? [43:07<00:00,  2.13it/s]
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Epoch 0: |          | 5518/? [43:07<00:00,  2.13it/s]
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Epoch 0: |          | 5519/? [43:07<00:00,  2.13it/s]
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Epoch 0: |          | 5520/? [43:08<00:00,  2.13it/s]
Epoch 0: |          | 5520/? [43:08<00:00,  2.13it/s]
Epoch 0: |          | 5521/? [43:08<00:00,  2.13it/s]
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Epoch 0: |          | 5522/? [43:09<00:00,  2.13it/s]
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Epoch 0: |          | 5523/? [43:09<00:00,  2.13it/s]
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Epoch 0: |          | 5524/? [43:09<00:00,  2.13it/s]
Epoch 0: |          | 5524/? [43:09<00:00,  2.13it/s]
Epoch 0: |          | 5525/? [43:10<00:00,  2.13it/s]
Epoch 0: |          | 5525/? [43:10<00:00,  2.13it/s]
Epoch 0: |          | 5526/? [43:10<00:00,  2.13it/s]
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Epoch 0: |          | 5527/? [43:11<00:00,  2.13it/s]
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Epoch 0: |          | 5528/? [43:11<00:00,  2.13it/s]
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Epoch 0: |          | 5529/? [43:11<00:00,  2.13it/s]
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Epoch 0: |          | 5530/? [43:12<00:00,  2.13it/s]
Epoch 0: |          | 5530/? [43:12<00:00,  2.13it/s]
Epoch 0: |          | 5531/? [43:12<00:00,  2.13it/s]
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Epoch 0: |          | 5532/? [43:12<00:00,  2.13it/s]
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Epoch 0: |          | 5533/? [43:13<00:00,  2.13it/s]
Epoch 0: |          | 5533/? [43:13<00:00,  2.13it/s]
Epoch 0: |          | 5534/? [43:13<00:00,  2.13it/s]
Epoch 0: |          | 5534/? [43:13<00:00,  2.13it/s]
Epoch 0: |          | 5535/? [43:14<00:00,  2.13it/s]
Epoch 0: |          | 5535/? [43:14<00:00,  2.13it/s]
Epoch 0: |          | 5536/? [43:14<00:00,  2.13it/s]
Epoch 0: |          | 5536/? [43:14<00:00,  2.13it/s]
Epoch 0: |          | 5537/? [43:15<00:00,  2.13it/s]
Epoch 0: |          | 5537/? [43:15<00:00,  2.13it/s]
Epoch 0: |          | 5538/? [43:15<00:00,  2.13it/s]
Epoch 0: |          | 5538/? [43:15<00:00,  2.13it/s]
Epoch 0: |          | 5539/? [43:15<00:00,  2.13it/s]
Epoch 0: |          | 5539/? [43:15<00:00,  2.13it/s]
Epoch 0: |          | 5540/? [43:16<00:00,  2.13it/s]
Epoch 0: |          | 5540/? [43:16<00:00,  2.13it/s]
Epoch 0: |          | 5541/? [43:16<00:00,  2.13it/s]
Epoch 0: |          | 5541/? [43:16<00:00,  2.13it/s]
Epoch 0: |          | 5542/? [43:17<00:00,  2.13it/s]
Epoch 0: |          | 5542/? [43:17<00:00,  2.13it/s]
Epoch 0: |          | 5543/? [43:17<00:00,  2.13it/s]
Epoch 0: |          | 5543/? [43:17<00:00,  2.13it/s]
Epoch 0: |          | 5544/? [43:17<00:00,  2.13it/s]
Epoch 0: |          | 5544/? [43:17<00:00,  2.13it/s]
Epoch 0: |          | 5545/? [43:18<00:00,  2.13it/s]
Epoch 0: |          | 5545/? [43:18<00:00,  2.13it/s]
Epoch 0: |          | 5546/? [43:18<00:00,  2.13it/s]
Epoch 0: |          | 5546/? [43:18<00:00,  2.13it/s]
Epoch 0: |          | 5547/? [43:18<00:00,  2.13it/s]
Epoch 0: |          | 5547/? [43:18<00:00,  2.13it/s]
Epoch 0: |          | 5548/? [43:19<00:00,  2.13it/s]
Epoch 0: |          | 5548/? [43:19<00:00,  2.13it/s]
Epoch 0: |          | 5549/? [43:19<00:00,  2.13it/s]
Epoch 0: |          | 5549/? [43:19<00:00,  2.13it/s]
Epoch 0: |          | 5550/? [43:20<00:00,  2.13it/s]
Epoch 0: |          | 5550/? [43:20<00:00,  2.13it/s]
Epoch 0: |          | 5551/? [43:20<00:00,  2.13it/s]
Epoch 0: |          | 5551/? [43:20<00:00,  2.13it/s]
Epoch 0: |          | 5552/? [43:21<00:00,  2.13it/s]
Epoch 0: |          | 5552/? [43:21<00:00,  2.13it/s]
Epoch 0: |          | 5553/? [43:21<00:00,  2.13it/s]
Epoch 0: |          | 5553/? [43:21<00:00,  2.13it/s]
Epoch 0: |          | 5554/? [43:21<00:00,  2.13it/s]
Epoch 0: |          | 5554/? [43:21<00:00,  2.13it/s]
Epoch 0: |          | 5555/? [43:22<00:00,  2.13it/s]
Epoch 0: |          | 5555/? [43:22<00:00,  2.13it/s]
Epoch 0: |          | 5556/? [43:22<00:00,  2.13it/s]
Epoch 0: |          | 5556/? [43:22<00:00,  2.13it/s]
Epoch 0: |          | 5557/? [43:22<00:00,  2.13it/s]
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Epoch 0: |          | 5558/? [43:23<00:00,  2.14it/s]
Epoch 0: |          | 5558/? [43:23<00:00,  2.14it/s]
Epoch 0: |          | 5559/? [43:23<00:00,  2.14it/s]
Epoch 0: |          | 5559/? [43:23<00:00,  2.14it/s]
Epoch 0: |          | 5560/? [43:24<00:00,  2.14it/s]
Epoch 0: |          | 5560/? [43:24<00:00,  2.14it/s]
Epoch 0: |          | 5561/? [43:24<00:00,  2.14it/s]
Epoch 0: |          | 5561/? [43:24<00:00,  2.14it/s]
Epoch 0: |          | 5562/? [43:24<00:00,  2.14it/s]
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Epoch 0: |          | 5563/? [43:25<00:00,  2.14it/s]
Epoch 0: |          | 5563/? [43:25<00:00,  2.14it/s]
Epoch 0: |          | 5564/? [43:25<00:00,  2.14it/s]
Epoch 0: |          | 5564/? [43:25<00:00,  2.14it/s]
Epoch 0: |          | 5565/? [43:26<00:00,  2.14it/s]
Epoch 0: |          | 5565/? [43:26<00:00,  2.14it/s]
Epoch 0: |          | 5566/? [43:26<00:00,  2.14it/s]
Epoch 0: |          | 5566/? [43:26<00:00,  2.14it/s]
Epoch 0: |          | 5567/? [43:26<00:00,  2.14it/s]
Epoch 0: |          | 5567/? [43:26<00:00,  2.14it/s]
Epoch 0: |          | 5568/? [43:27<00:00,  2.14it/s]
Epoch 0: |          | 5568/? [43:27<00:00,  2.14it/s]
Epoch 0: |          | 5569/? [43:27<00:00,  2.14it/s]
Epoch 0: |          | 5569/? [43:27<00:00,  2.14it/s]
Epoch 0: |          | 5570/? [43:28<00:00,  2.14it/s]
Epoch 0: |          | 5570/? [43:28<00:00,  2.14it/s]
Epoch 0: |          | 5571/? [43:28<00:00,  2.14it/s]
Epoch 0: |          | 5571/? [43:28<00:00,  2.14it/s]
Epoch 0: |          | 5572/? [43:28<00:00,  2.14it/s]
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Epoch 0: |          | 5573/? [43:29<00:00,  2.14it/s]
Epoch 0: |          | 5573/? [43:29<00:00,  2.14it/s]
Epoch 0: |          | 5574/? [43:29<00:00,  2.14it/s]
Epoch 0: |          | 5574/? [43:29<00:00,  2.14it/s]
Epoch 0: |          | 5575/? [43:30<00:00,  2.14it/s]
Epoch 0: |          | 5575/? [43:30<00:00,  2.14it/s]
Epoch 0: |          | 5576/? [43:30<00:00,  2.14it/s]
Epoch 0: |          | 5576/? [43:30<00:00,  2.14it/s]
Epoch 0: |          | 5577/? [43:30<00:00,  2.14it/s]
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Epoch 0: |          | 5578/? [43:31<00:00,  2.14it/s]
Epoch 0: |          | 5578/? [43:31<00:00,  2.14it/s]
Epoch 0: |          | 5579/? [43:31<00:00,  2.14it/s]
Epoch 0: |          | 5579/? [43:31<00:00,  2.14it/s]
Epoch 0: |          | 5580/? [43:32<00:00,  2.14it/s]
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Epoch 0: |          | 5581/? [43:32<00:00,  2.14it/s]
Epoch 0: |          | 5581/? [43:32<00:00,  2.14it/s]
Epoch 0: |          | 5582/? [43:32<00:00,  2.14it/s]
Epoch 0: |          | 5582/? [43:32<00:00,  2.14it/s]
Epoch 0: |          | 5583/? [43:33<00:00,  2.14it/s]
Epoch 0: |          | 5583/? [43:33<00:00,  2.14it/s]
Epoch 0: |          | 5584/? [43:33<00:00,  2.14it/s]
Epoch 0: |          | 5584/? [43:33<00:00,  2.14it/s]
Epoch 0: |          | 5585/? [43:34<00:00,  2.14it/s]
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Epoch 0: |          | 5586/? [43:34<00:00,  2.14it/s]
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Epoch 0: |          | 5587/? [43:34<00:00,  2.14it/s]
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Epoch 0: |          | 5588/? [43:35<00:00,  2.14it/s]
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Epoch 0: |          | 5589/? [43:35<00:00,  2.14it/s]
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Epoch 0: |          | 5590/? [43:36<00:00,  2.14it/s]
Epoch 0: |          | 5590/? [43:36<00:00,  2.14it/s]
Epoch 0: |          | 5591/? [43:36<00:00,  2.14it/s]
Epoch 0: |          | 5591/? [43:36<00:00,  2.14it/s]
Epoch 0: |          | 5592/? [43:36<00:00,  2.14it/s]
Epoch 0: |          | 5592/? [43:36<00:00,  2.14it/s]
Epoch 0: |          | 5593/? [43:37<00:00,  2.14it/s]
Epoch 0: |          | 5593/? [43:37<00:00,  2.14it/s]
Epoch 0: |          | 5594/? [43:37<00:00,  2.14it/s]
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Epoch 0: |          | 5595/? [43:38<00:00,  2.14it/s]
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Epoch 0: |          | 5596/? [43:38<00:00,  2.14it/s]
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Epoch 0: |          | 5597/? [43:38<00:00,  2.14it/s]
Epoch 0: |          | 5597/? [43:38<00:00,  2.14it/s]
Epoch 0: |          | 5598/? [43:39<00:00,  2.14it/s]
Epoch 0: |          | 5598/? [43:39<00:00,  2.14it/s]
Epoch 0: |          | 5599/? [43:39<00:00,  2.14it/s]
Epoch 0: |          | 5599/? [43:39<00:00,  2.14it/s]
Epoch 0: |          | 5600/? [43:40<00:00,  2.14it/s]
Epoch 0: |          | 5600/? [43:40<00:00,  2.14it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  9.14it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  7.77it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.50it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.41it/s]

Epoch 0: |          | 5600/? [43:40<00:00,  2.14it/s]
Epoch 0: |          | 5601/? [43:40<00:00,  2.14it/s]
Epoch 0: |          | 5601/? [43:40<00:00,  2.14it/s]
Epoch 0: |          | 5602/? [43:41<00:00,  2.14it/s]
Epoch 0: |          | 5602/? [43:41<00:00,  2.14it/s]
Epoch 0: |          | 5603/? [43:41<00:00,  2.14it/s]
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Epoch 0: |          | 5604/? [43:42<00:00,  2.14it/s]
Epoch 0: |          | 5604/? [43:42<00:00,  2.14it/s]
Epoch 0: |          | 5605/? [43:42<00:00,  2.14it/s]
Epoch 0: |          | 5605/? [43:42<00:00,  2.14it/s]
Epoch 0: |          | 5606/? [43:42<00:00,  2.14it/s]
Epoch 0: |          | 5606/? [43:42<00:00,  2.14it/s]
Epoch 0: |          | 5607/? [43:43<00:00,  2.14it/s]
Epoch 0: |          | 5607/? [43:43<00:00,  2.14it/s]
Epoch 0: |          | 5608/? [43:43<00:00,  2.14it/s]
Epoch 0: |          | 5608/? [43:43<00:00,  2.14it/s]
Epoch 0: |          | 5609/? [43:44<00:00,  2.14it/s]
Epoch 0: |          | 5609/? [43:44<00:00,  2.14it/s]
Epoch 0: |          | 5610/? [43:44<00:00,  2.14it/s]
Epoch 0: |          | 5610/? [43:44<00:00,  2.14it/s]
Epoch 0: |          | 5611/? [43:44<00:00,  2.14it/s]
Epoch 0: |          | 5611/? [43:44<00:00,  2.14it/s]
Epoch 0: |          | 5612/? [43:45<00:00,  2.14it/s]
Epoch 0: |          | 5612/? [43:45<00:00,  2.14it/s]
Epoch 0: |          | 5613/? [43:45<00:00,  2.14it/s]
Epoch 0: |          | 5613/? [43:45<00:00,  2.14it/s]
Epoch 0: |          | 5614/? [43:46<00:00,  2.14it/s]
Epoch 0: |          | 5614/? [43:46<00:00,  2.14it/s]
Epoch 0: |          | 5615/? [43:46<00:00,  2.14it/s]
Epoch 0: |          | 5615/? [43:46<00:00,  2.14it/s]
Epoch 0: |          | 5616/? [43:46<00:00,  2.14it/s]
Epoch 0: |          | 5616/? [43:46<00:00,  2.14it/s]
Epoch 0: |          | 5617/? [43:47<00:00,  2.14it/s]
Epoch 0: |          | 5617/? [43:47<00:00,  2.14it/s]
Epoch 0: |          | 5618/? [43:47<00:00,  2.14it/s]
Epoch 0: |          | 5618/? [43:47<00:00,  2.14it/s]
Epoch 0: |          | 5619/? [43:48<00:00,  2.14it/s]
Epoch 0: |          | 5619/? [43:48<00:00,  2.14it/s]
Epoch 0: |          | 5620/? [43:48<00:00,  2.14it/s]
Epoch 0: |          | 5620/? [43:48<00:00,  2.14it/s]
Epoch 0: |          | 5621/? [43:48<00:00,  2.14it/s]
Epoch 0: |          | 5621/? [43:48<00:00,  2.14it/s]
Epoch 0: |          | 5622/? [43:49<00:00,  2.14it/s]
Epoch 0: |          | 5622/? [43:49<00:00,  2.14it/s]
Epoch 0: |          | 5623/? [43:49<00:00,  2.14it/s]
Epoch 0: |          | 5623/? [43:49<00:00,  2.14it/s]
Epoch 0: |          | 5624/? [43:49<00:00,  2.14it/s]
Epoch 0: |          | 5624/? [43:49<00:00,  2.14it/s]
Epoch 0: |          | 5625/? [43:50<00:00,  2.14it/s]
Epoch 0: |          | 5625/? [43:50<00:00,  2.14it/s]
Epoch 0: |          | 5626/? [43:50<00:00,  2.14it/s]
Epoch 0: |          | 5626/? [43:50<00:00,  2.14it/s]
Epoch 0: |          | 5627/? [43:51<00:00,  2.14it/s]
Epoch 0: |          | 5627/? [43:51<00:00,  2.14it/s]
Epoch 0: |          | 5628/? [43:51<00:00,  2.14it/s]
Epoch 0: |          | 5628/? [43:51<00:00,  2.14it/s]
Epoch 0: |          | 5629/? [43:51<00:00,  2.14it/s]
Epoch 0: |          | 5629/? [43:51<00:00,  2.14it/s]
Epoch 0: |          | 5630/? [43:52<00:00,  2.14it/s]
Epoch 0: |          | 5630/? [43:52<00:00,  2.14it/s]
Epoch 0: |          | 5631/? [43:52<00:00,  2.14it/s]
Epoch 0: |          | 5631/? [43:52<00:00,  2.14it/s]
Epoch 0: |          | 5632/? [43:53<00:00,  2.14it/s]
Epoch 0: |          | 5632/? [43:53<00:00,  2.14it/s]
Epoch 0: |          | 5633/? [43:53<00:00,  2.14it/s]
Epoch 0: |          | 5633/? [43:53<00:00,  2.14it/s]
Epoch 0: |          | 5634/? [43:53<00:00,  2.14it/s]
Epoch 0: |          | 5634/? [43:53<00:00,  2.14it/s]
Epoch 0: |          | 5635/? [43:54<00:00,  2.14it/s]
Epoch 0: |          | 5635/? [43:54<00:00,  2.14it/s]
Epoch 0: |          | 5636/? [43:54<00:00,  2.14it/s]
Epoch 0: |          | 5636/? [43:54<00:00,  2.14it/s]
Epoch 0: |          | 5637/? [43:55<00:00,  2.14it/s]
Epoch 0: |          | 5637/? [43:55<00:00,  2.14it/s]
Epoch 0: |          | 5638/? [43:55<00:00,  2.14it/s]
Epoch 0: |          | 5638/? [43:55<00:00,  2.14it/s]
Epoch 0: |          | 5639/? [43:55<00:00,  2.14it/s]
Epoch 0: |          | 5639/? [43:55<00:00,  2.14it/s]
Epoch 0: |          | 5640/? [43:56<00:00,  2.14it/s]
Epoch 0: |          | 5640/? [43:56<00:00,  2.14it/s]
Epoch 0: |          | 5641/? [43:56<00:00,  2.14it/s]
Epoch 0: |          | 5641/? [43:56<00:00,  2.14it/s]
Epoch 0: |          | 5642/? [43:57<00:00,  2.14it/s]
Epoch 0: |          | 5642/? [43:57<00:00,  2.14it/s]
Epoch 0: |          | 5643/? [43:57<00:00,  2.14it/s]
Epoch 0: |          | 5643/? [43:57<00:00,  2.14it/s]
Epoch 0: |          | 5644/? [43:57<00:00,  2.14it/s]
Epoch 0: |          | 5644/? [43:57<00:00,  2.14it/s]
Epoch 0: |          | 5645/? [43:58<00:00,  2.14it/s]
Epoch 0: |          | 5645/? [43:58<00:00,  2.14it/s]
Epoch 0: |          | 5646/? [43:58<00:00,  2.14it/s]
Epoch 0: |          | 5646/? [43:58<00:00,  2.14it/s]
Epoch 0: |          | 5647/? [43:59<00:00,  2.14it/s]
Epoch 0: |          | 5647/? [43:59<00:00,  2.14it/s]
Epoch 0: |          | 5648/? [43:59<00:00,  2.14it/s]
Epoch 0: |          | 5648/? [43:59<00:00,  2.14it/s]
Epoch 0: |          | 5649/? [43:59<00:00,  2.14it/s]
Epoch 0: |          | 5649/? [43:59<00:00,  2.14it/s]
Epoch 0: |          | 5650/? [44:00<00:00,  2.14it/s]
Epoch 0: |          | 5650/? [44:00<00:00,  2.14it/s]
Epoch 0: |          | 5651/? [44:00<00:00,  2.14it/s]
Epoch 0: |          | 5651/? [44:00<00:00,  2.14it/s]
Epoch 0: |          | 5652/? [44:01<00:00,  2.14it/s]
Epoch 0: |          | 5652/? [44:01<00:00,  2.14it/s]
Epoch 0: |          | 5653/? [44:01<00:00,  2.14it/s]
Epoch 0: |          | 5653/? [44:01<00:00,  2.14it/s]
Epoch 0: |          | 5654/? [44:01<00:00,  2.14it/s]
Epoch 0: |          | 5654/? [44:01<00:00,  2.14it/s]
Epoch 0: |          | 5655/? [44:02<00:00,  2.14it/s]
Epoch 0: |          | 5655/? [44:02<00:00,  2.14it/s]
Epoch 0: |          | 5656/? [44:02<00:00,  2.14it/s]
Epoch 0: |          | 5656/? [44:02<00:00,  2.14it/s]
Epoch 0: |          | 5657/? [44:03<00:00,  2.14it/s]
Epoch 0: |          | 5657/? [44:03<00:00,  2.14it/s]
Epoch 0: |          | 5658/? [44:03<00:00,  2.14it/s]
Epoch 0: |          | 5658/? [44:03<00:00,  2.14it/s]
Epoch 0: |          | 5659/? [44:03<00:00,  2.14it/s]
Epoch 0: |          | 5659/? [44:03<00:00,  2.14it/s]
Epoch 0: |          | 5660/? [44:04<00:00,  2.14it/s]
Epoch 0: |          | 5660/? [44:04<00:00,  2.14it/s]
Epoch 0: |          | 5661/? [44:04<00:00,  2.14it/s]
Epoch 0: |          | 5661/? [44:04<00:00,  2.14it/s]
Epoch 0: |          | 5662/? [44:05<00:00,  2.14it/s]
Epoch 0: |          | 5662/? [44:05<00:00,  2.14it/s]
Epoch 0: |          | 5663/? [44:05<00:00,  2.14it/s]
Epoch 0: |          | 5663/? [44:05<00:00,  2.14it/s]
Epoch 0: |          | 5664/? [44:05<00:00,  2.14it/s]
Epoch 0: |          | 5664/? [44:05<00:00,  2.14it/s]
Epoch 0: |          | 5665/? [44:06<00:00,  2.14it/s]
Epoch 0: |          | 5665/? [44:06<00:00,  2.14it/s]
Epoch 0: |          | 5666/? [44:06<00:00,  2.14it/s]
Epoch 0: |          | 5666/? [44:06<00:00,  2.14it/s]
Epoch 0: |          | 5667/? [44:07<00:00,  2.14it/s]
Epoch 0: |          | 5667/? [44:07<00:00,  2.14it/s]
Epoch 0: |          | 5668/? [44:07<00:00,  2.14it/s]
Epoch 0: |          | 5668/? [44:07<00:00,  2.14it/s]
Epoch 0: |          | 5669/? [44:07<00:00,  2.14it/s]
Epoch 0: |          | 5669/? [44:07<00:00,  2.14it/s]
Epoch 0: |          | 5670/? [44:08<00:00,  2.14it/s]
Epoch 0: |          | 5670/? [44:08<00:00,  2.14it/s]
Epoch 0: |          | 5671/? [44:08<00:00,  2.14it/s]
Epoch 0: |          | 5671/? [44:08<00:00,  2.14it/s]
Epoch 0: |          | 5672/? [44:09<00:00,  2.14it/s]
Epoch 0: |          | 5672/? [44:09<00:00,  2.14it/s]
Epoch 0: |          | 5673/? [44:09<00:00,  2.14it/s]
Epoch 0: |          | 5673/? [44:09<00:00,  2.14it/s]
Epoch 0: |          | 5674/? [44:09<00:00,  2.14it/s]
Epoch 0: |          | 5674/? [44:09<00:00,  2.14it/s]
Epoch 0: |          | 5675/? [44:10<00:00,  2.14it/s]
Epoch 0: |          | 5675/? [44:10<00:00,  2.14it/s]
Epoch 0: |          | 5676/? [44:10<00:00,  2.14it/s]
Epoch 0: |          | 5676/? [44:10<00:00,  2.14it/s]
Epoch 0: |          | 5677/? [44:11<00:00,  2.14it/s]
Epoch 0: |          | 5677/? [44:11<00:00,  2.14it/s]
Epoch 0: |          | 5678/? [44:11<00:00,  2.14it/s]
Epoch 0: |          | 5678/? [44:11<00:00,  2.14it/s]
Epoch 0: |          | 5679/? [44:11<00:00,  2.14it/s]
Epoch 0: |          | 5679/? [44:11<00:00,  2.14it/s]
Epoch 0: |          | 5680/? [44:12<00:00,  2.14it/s]
Epoch 0: |          | 5680/? [44:12<00:00,  2.14it/s]
Epoch 0: |          | 5681/? [44:12<00:00,  2.14it/s]
Epoch 0: |          | 5681/? [44:12<00:00,  2.14it/s]
Epoch 0: |          | 5682/? [44:12<00:00,  2.14it/s]
Epoch 0: |          | 5682/? [44:12<00:00,  2.14it/s]
Epoch 0: |          | 5683/? [44:13<00:00,  2.14it/s]
Epoch 0: |          | 5683/? [44:13<00:00,  2.14it/s]
Epoch 0: |          | 5684/? [44:13<00:00,  2.14it/s]
Epoch 0: |          | 5684/? [44:13<00:00,  2.14it/s]
Epoch 0: |          | 5685/? [44:14<00:00,  2.14it/s]
Epoch 0: |          | 5685/? [44:14<00:00,  2.14it/s]
Epoch 0: |          | 5686/? [44:14<00:00,  2.14it/s]
Epoch 0: |          | 5686/? [44:14<00:00,  2.14it/s]
Epoch 0: |          | 5687/? [44:14<00:00,  2.14it/s]
Epoch 0: |          | 5687/? [44:14<00:00,  2.14it/s]
Epoch 0: |          | 5688/? [44:15<00:00,  2.14it/s]
Epoch 0: |          | 5688/? [44:15<00:00,  2.14it/s]
Epoch 0: |          | 5689/? [44:15<00:00,  2.14it/s]
Epoch 0: |          | 5689/? [44:15<00:00,  2.14it/s]
Epoch 0: |          | 5690/? [44:15<00:00,  2.14it/s]
Epoch 0: |          | 5690/? [44:15<00:00,  2.14it/s]
Epoch 0: |          | 5691/? [44:16<00:00,  2.14it/s]
Epoch 0: |          | 5691/? [44:16<00:00,  2.14it/s]
Epoch 0: |          | 5692/? [44:16<00:00,  2.14it/s]
Epoch 0: |          | 5692/? [44:16<00:00,  2.14it/s]
Epoch 0: |          | 5693/? [44:17<00:00,  2.14it/s]
Epoch 0: |          | 5693/? [44:17<00:00,  2.14it/s]
Epoch 0: |          | 5694/? [44:17<00:00,  2.14it/s]
Epoch 0: |          | 5694/? [44:17<00:00,  2.14it/s]
Epoch 0: |          | 5695/? [44:17<00:00,  2.14it/s]
Epoch 0: |          | 5695/? [44:17<00:00,  2.14it/s]
Epoch 0: |          | 5696/? [44:18<00:00,  2.14it/s]
Epoch 0: |          | 5696/? [44:18<00:00,  2.14it/s]
Epoch 0: |          | 5697/? [44:18<00:00,  2.14it/s]
Epoch 0: |          | 5697/? [44:18<00:00,  2.14it/s]
Epoch 0: |          | 5698/? [44:19<00:00,  2.14it/s]
Epoch 0: |          | 5698/? [44:19<00:00,  2.14it/s]
Epoch 0: |          | 5699/? [44:19<00:00,  2.14it/s]
Epoch 0: |          | 5699/? [44:19<00:00,  2.14it/s]
Epoch 0: |          | 5700/? [44:19<00:00,  2.14it/s]
Epoch 0: |          | 5700/? [44:19<00:00,  2.14it/s]
Epoch 0: |          | 5701/? [44:20<00:00,  2.14it/s]
Epoch 0: |          | 5701/? [44:20<00:00,  2.14it/s]
Epoch 0: |          | 5702/? [44:20<00:00,  2.14it/s]
Epoch 0: |          | 5702/? [44:20<00:00,  2.14it/s]
Epoch 0: |          | 5703/? [44:21<00:00,  2.14it/s]
Epoch 0: |          | 5703/? [44:21<00:00,  2.14it/s]
Epoch 0: |          | 5704/? [44:21<00:00,  2.14it/s]
Epoch 0: |          | 5704/? [44:21<00:00,  2.14it/s]
Epoch 0: |          | 5705/? [44:21<00:00,  2.14it/s]
Epoch 0: |          | 5705/? [44:21<00:00,  2.14it/s]
Epoch 0: |          | 5706/? [44:22<00:00,  2.14it/s]
Epoch 0: |          | 5706/? [44:22<00:00,  2.14it/s]
Epoch 0: |          | 5707/? [44:22<00:00,  2.14it/s]
Epoch 0: |          | 5707/? [44:22<00:00,  2.14it/s]
Epoch 0: |          | 5708/? [44:23<00:00,  2.14it/s]
Epoch 0: |          | 5708/? [44:23<00:00,  2.14it/s]
Epoch 0: |          | 5709/? [44:23<00:00,  2.14it/s]
Epoch 0: |          | 5709/? [44:23<00:00,  2.14it/s]
Epoch 0: |          | 5710/? [44:23<00:00,  2.14it/s]
Epoch 0: |          | 5710/? [44:23<00:00,  2.14it/s]
Epoch 0: |          | 5711/? [44:24<00:00,  2.14it/s]
Epoch 0: |          | 5711/? [44:24<00:00,  2.14it/s]
Epoch 0: |          | 5712/? [44:24<00:00,  2.14it/s]
Epoch 0: |          | 5712/? [44:24<00:00,  2.14it/s]
Epoch 0: |          | 5713/? [44:25<00:00,  2.14it/s]
Epoch 0: |          | 5713/? [44:25<00:00,  2.14it/s]
Epoch 0: |          | 5714/? [44:25<00:00,  2.14it/s]
Epoch 0: |          | 5714/? [44:25<00:00,  2.14it/s]
Epoch 0: |          | 5715/? [44:25<00:00,  2.14it/s]
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Epoch 0: |          | 5716/? [44:26<00:00,  2.14it/s]
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Epoch 0: |          | 5717/? [44:26<00:00,  2.14it/s]
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Epoch 0: |          | 5718/? [44:27<00:00,  2.14it/s]
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Epoch 0: |          | 5719/? [44:27<00:00,  2.14it/s]
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Epoch 0: |          | 5720/? [44:28<00:00,  2.14it/s]
Epoch 0: |          | 5720/? [44:28<00:00,  2.14it/s]
Epoch 0: |          | 5721/? [44:28<00:00,  2.14it/s]
Epoch 0: |          | 5721/? [44:28<00:00,  2.14it/s]
Epoch 0: |          | 5722/? [44:28<00:00,  2.14it/s]
Epoch 0: |          | 5722/? [44:28<00:00,  2.14it/s]
Epoch 0: |          | 5723/? [44:29<00:00,  2.14it/s]
Epoch 0: |          | 5723/? [44:29<00:00,  2.14it/s]
Epoch 0: |          | 5724/? [44:29<00:00,  2.14it/s]
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Epoch 0: |          | 5725/? [44:29<00:00,  2.14it/s]
Epoch 0: |          | 5725/? [44:29<00:00,  2.14it/s]
Epoch 0: |          | 5726/? [44:30<00:00,  2.14it/s]
Epoch 0: |          | 5726/? [44:30<00:00,  2.14it/s]
Epoch 0: |          | 5727/? [44:30<00:00,  2.14it/s]
Epoch 0: |          | 5727/? [44:30<00:00,  2.14it/s]
Epoch 0: |          | 5728/? [44:31<00:00,  2.14it/s]
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Epoch 0: |          | 5729/? [44:31<00:00,  2.14it/s]
Epoch 0: |          | 5729/? [44:31<00:00,  2.14it/s]
Epoch 0: |          | 5730/? [44:31<00:00,  2.14it/s]
Epoch 0: |          | 5730/? [44:31<00:00,  2.14it/s]
Epoch 0: |          | 5731/? [44:32<00:00,  2.14it/s]
Epoch 0: |          | 5731/? [44:32<00:00,  2.14it/s]
Epoch 0: |          | 5732/? [44:32<00:00,  2.14it/s]
Epoch 0: |          | 5732/? [44:32<00:00,  2.14it/s]
Epoch 0: |          | 5733/? [44:33<00:00,  2.14it/s]
Epoch 0: |          | 5733/? [44:33<00:00,  2.14it/s]
Epoch 0: |          | 5734/? [44:33<00:00,  2.14it/s]
Epoch 0: |          | 5734/? [44:33<00:00,  2.14it/s]
Epoch 0: |          | 5735/? [44:33<00:00,  2.14it/s]
Epoch 0: |          | 5735/? [44:33<00:00,  2.14it/s]
Epoch 0: |          | 5736/? [44:34<00:00,  2.14it/s]
Epoch 0: |          | 5736/? [44:34<00:00,  2.14it/s]
Epoch 0: |          | 5737/? [44:34<00:00,  2.14it/s]
Epoch 0: |          | 5737/? [44:34<00:00,  2.14it/s]
Epoch 0: |          | 5738/? [44:35<00:00,  2.14it/s]
Epoch 0: |          | 5738/? [44:35<00:00,  2.14it/s]
Epoch 0: |          | 5739/? [44:35<00:00,  2.14it/s]
Epoch 0: |          | 5739/? [44:35<00:00,  2.14it/s]
Epoch 0: |          | 5740/? [44:36<00:00,  2.14it/s]
Epoch 0: |          | 5740/? [44:36<00:00,  2.14it/s]
Epoch 0: |          | 5741/? [44:36<00:00,  2.15it/s]
Epoch 0: |          | 5741/? [44:36<00:00,  2.15it/s]
Epoch 0: |          | 5742/? [44:36<00:00,  2.15it/s]
Epoch 0: |          | 5742/? [44:36<00:00,  2.15it/s]
Epoch 0: |          | 5743/? [44:37<00:00,  2.15it/s]
Epoch 0: |          | 5743/? [44:37<00:00,  2.15it/s]
Epoch 0: |          | 5744/? [44:37<00:00,  2.15it/s]
Epoch 0: |          | 5744/? [44:37<00:00,  2.15it/s]
Epoch 0: |          | 5745/? [44:37<00:00,  2.15it/s]
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Epoch 0: |          | 5746/? [44:38<00:00,  2.15it/s]
Epoch 0: |          | 5746/? [44:38<00:00,  2.15it/s]
Epoch 0: |          | 5747/? [44:38<00:00,  2.15it/s]
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Epoch 0: |          | 5748/? [44:39<00:00,  2.15it/s]
Epoch 0: |          | 5748/? [44:39<00:00,  2.15it/s]
Epoch 0: |          | 5749/? [44:39<00:00,  2.15it/s]
Epoch 0: |          | 5749/? [44:39<00:00,  2.15it/s]
Epoch 0: |          | 5750/? [44:39<00:00,  2.15it/s]
Epoch 0: |          | 5750/? [44:39<00:00,  2.15it/s]
Epoch 0: |          | 5751/? [44:40<00:00,  2.15it/s]
Epoch 0: |          | 5751/? [44:40<00:00,  2.15it/s]
Epoch 0: |          | 5752/? [44:40<00:00,  2.15it/s]
Epoch 0: |          | 5752/? [44:40<00:00,  2.15it/s]
Epoch 0: |          | 5753/? [44:41<00:00,  2.15it/s]
Epoch 0: |          | 5753/? [44:41<00:00,  2.15it/s]
Epoch 0: |          | 5754/? [44:41<00:00,  2.15it/s]
Epoch 0: |          | 5754/? [44:41<00:00,  2.15it/s]
Epoch 0: |          | 5755/? [44:41<00:00,  2.15it/s]
Epoch 0: |          | 5755/? [44:41<00:00,  2.15it/s]
Epoch 0: |          | 5756/? [44:42<00:00,  2.15it/s]
Epoch 0: |          | 5756/? [44:42<00:00,  2.15it/s]
Epoch 0: |          | 5757/? [44:42<00:00,  2.15it/s]
Epoch 0: |          | 5757/? [44:42<00:00,  2.15it/s]
Epoch 0: |          | 5758/? [44:43<00:00,  2.15it/s]
Epoch 0: |          | 5758/? [44:43<00:00,  2.15it/s]
Epoch 0: |          | 5759/? [44:43<00:00,  2.15it/s]
Epoch 0: |          | 5759/? [44:43<00:00,  2.15it/s]
Epoch 0: |          | 5760/? [44:43<00:00,  2.15it/s]
Epoch 0: |          | 5760/? [44:43<00:00,  2.15it/s]
Epoch 0: |          | 5761/? [44:44<00:00,  2.15it/s]
Epoch 0: |          | 5761/? [44:44<00:00,  2.15it/s]
Epoch 0: |          | 5762/? [44:44<00:00,  2.15it/s]
Epoch 0: |          | 5762/? [44:44<00:00,  2.15it/s]
Epoch 0: |          | 5763/? [44:45<00:00,  2.15it/s]
Epoch 0: |          | 5763/? [44:45<00:00,  2.15it/s]
Epoch 0: |          | 5764/? [44:45<00:00,  2.15it/s]
Epoch 0: |          | 5764/? [44:45<00:00,  2.15it/s]
Epoch 0: |          | 5765/? [44:45<00:00,  2.15it/s]
Epoch 0: |          | 5765/? [44:45<00:00,  2.15it/s]
Epoch 0: |          | 5766/? [44:46<00:00,  2.15it/s]
Epoch 0: |          | 5766/? [44:46<00:00,  2.15it/s]
Epoch 0: |          | 5767/? [44:46<00:00,  2.15it/s]
Epoch 0: |          | 5767/? [44:46<00:00,  2.15it/s]
Epoch 0: |          | 5768/? [44:47<00:00,  2.15it/s]
Epoch 0: |          | 5768/? [44:47<00:00,  2.15it/s]
Epoch 0: |          | 5769/? [44:47<00:00,  2.15it/s]
Epoch 0: |          | 5769/? [44:47<00:00,  2.15it/s]
Epoch 0: |          | 5770/? [44:47<00:00,  2.15it/s]
Epoch 0: |          | 5770/? [44:47<00:00,  2.15it/s]
Epoch 0: |          | 5771/? [44:48<00:00,  2.15it/s]
Epoch 0: |          | 5771/? [44:48<00:00,  2.15it/s]
Epoch 0: |          | 5772/? [44:48<00:00,  2.15it/s]
Epoch 0: |          | 5772/? [44:48<00:00,  2.15it/s]
Epoch 0: |          | 5773/? [44:48<00:00,  2.15it/s]
Epoch 0: |          | 5773/? [44:48<00:00,  2.15it/s]
Epoch 0: |          | 5774/? [44:49<00:00,  2.15it/s]
Epoch 0: |          | 5774/? [44:49<00:00,  2.15it/s]
Epoch 0: |          | 5775/? [44:49<00:00,  2.15it/s]
Epoch 0: |          | 5775/? [44:49<00:00,  2.15it/s]
Epoch 0: |          | 5776/? [44:50<00:00,  2.15it/s]
Epoch 0: |          | 5776/? [44:50<00:00,  2.15it/s]
Epoch 0: |          | 5777/? [44:50<00:00,  2.15it/s]
Epoch 0: |          | 5777/? [44:50<00:00,  2.15it/s]
Epoch 0: |          | 5778/? [44:50<00:00,  2.15it/s]
Epoch 0: |          | 5778/? [44:50<00:00,  2.15it/s]
Epoch 0: |          | 5779/? [44:51<00:00,  2.15it/s]
Epoch 0: |          | 5779/? [44:51<00:00,  2.15it/s]
Epoch 0: |          | 5780/? [44:51<00:00,  2.15it/s]
Epoch 0: |          | 5780/? [44:51<00:00,  2.15it/s]
Epoch 0: |          | 5781/? [44:52<00:00,  2.15it/s]
Epoch 0: |          | 5781/? [44:52<00:00,  2.15it/s]
Epoch 0: |          | 5782/? [44:52<00:00,  2.15it/s]
Epoch 0: |          | 5782/? [44:52<00:00,  2.15it/s]
Epoch 0: |          | 5783/? [44:53<00:00,  2.15it/s]
Epoch 0: |          | 5783/? [44:53<00:00,  2.15it/s]
Epoch 0: |          | 5784/? [44:53<00:00,  2.15it/s]
Epoch 0: |          | 5784/? [44:53<00:00,  2.15it/s]
Epoch 0: |          | 5785/? [44:53<00:00,  2.15it/s]
Epoch 0: |          | 5785/? [44:53<00:00,  2.15it/s]
Epoch 0: |          | 5786/? [44:54<00:00,  2.15it/s]
Epoch 0: |          | 5786/? [44:54<00:00,  2.15it/s]
Epoch 0: |          | 5787/? [44:54<00:00,  2.15it/s]
Epoch 0: |          | 5787/? [44:54<00:00,  2.15it/s]
Epoch 0: |          | 5788/? [44:54<00:00,  2.15it/s]
Epoch 0: |          | 5788/? [44:54<00:00,  2.15it/s]
Epoch 0: |          | 5789/? [44:55<00:00,  2.15it/s]
Epoch 0: |          | 5789/? [44:55<00:00,  2.15it/s]
Epoch 0: |          | 5790/? [44:55<00:00,  2.15it/s]
Epoch 0: |          | 5790/? [44:55<00:00,  2.15it/s]
Epoch 0: |          | 5791/? [44:56<00:00,  2.15it/s]
Epoch 0: |          | 5791/? [44:56<00:00,  2.15it/s]
Epoch 0: |          | 5792/? [44:56<00:00,  2.15it/s]
Epoch 0: |          | 5792/? [44:56<00:00,  2.15it/s]
Epoch 0: |          | 5793/? [44:56<00:00,  2.15it/s]
Epoch 0: |          | 5793/? [44:56<00:00,  2.15it/s]
Epoch 0: |          | 5794/? [44:57<00:00,  2.15it/s]
Epoch 0: |          | 5794/? [44:57<00:00,  2.15it/s]
Epoch 0: |          | 5795/? [44:57<00:00,  2.15it/s]
Epoch 0: |          | 5795/? [44:57<00:00,  2.15it/s]
Epoch 0: |          | 5796/? [44:58<00:00,  2.15it/s]
Epoch 0: |          | 5796/? [44:58<00:00,  2.15it/s]
Epoch 0: |          | 5797/? [44:58<00:00,  2.15it/s]
Epoch 0: |          | 5797/? [44:58<00:00,  2.15it/s]
Epoch 0: |          | 5798/? [44:58<00:00,  2.15it/s]
Epoch 0: |          | 5798/? [44:58<00:00,  2.15it/s]
Epoch 0: |          | 5799/? [44:59<00:00,  2.15it/s]
Epoch 0: |          | 5799/? [44:59<00:00,  2.15it/s]
Epoch 0: |          | 5800/? [44:59<00:00,  2.15it/s]
Epoch 0: |          | 5800/? [44:59<00:00,  2.15it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  9.30it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  7.91it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.64it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.53it/s]

Epoch 0: |          | 5800/? [45:00<00:00,  2.15it/s]
Epoch 0: |          | 5801/? [45:00<00:00,  2.15it/s]
Epoch 0: |          | 5801/? [45:00<00:00,  2.15it/s]
Epoch 0: |          | 5802/? [45:00<00:00,  2.15it/s]
Epoch 0: |          | 5802/? [45:00<00:00,  2.15it/s]
Epoch 0: |          | 5803/? [45:01<00:00,  2.15it/s]
Epoch 0: |          | 5803/? [45:01<00:00,  2.15it/s]
Epoch 0: |          | 5804/? [45:01<00:00,  2.15it/s]
Epoch 0: |          | 5804/? [45:01<00:00,  2.15it/s]
Epoch 0: |          | 5805/? [45:02<00:00,  2.15it/s]
Epoch 0: |          | 5805/? [45:02<00:00,  2.15it/s]
Epoch 0: |          | 5806/? [45:02<00:00,  2.15it/s]
Epoch 0: |          | 5806/? [45:02<00:00,  2.15it/s]
Epoch 0: |          | 5807/? [45:02<00:00,  2.15it/s]
Epoch 0: |          | 5807/? [45:02<00:00,  2.15it/s]
Epoch 0: |          | 5808/? [45:03<00:00,  2.15it/s]
Epoch 0: |          | 5808/? [45:03<00:00,  2.15it/s]
Epoch 0: |          | 5809/? [45:03<00:00,  2.15it/s]
Epoch 0: |          | 5809/? [45:03<00:00,  2.15it/s]
Epoch 0: |          | 5810/? [45:04<00:00,  2.15it/s]
Epoch 0: |          | 5810/? [45:04<00:00,  2.15it/s]
Epoch 0: |          | 5811/? [45:04<00:00,  2.15it/s]
Epoch 0: |          | 5811/? [45:04<00:00,  2.15it/s]
Epoch 0: |          | 5812/? [45:04<00:00,  2.15it/s]
Epoch 0: |          | 5812/? [45:04<00:00,  2.15it/s]
Epoch 0: |          | 5813/? [45:05<00:00,  2.15it/s]
Epoch 0: |          | 5813/? [45:05<00:00,  2.15it/s]
Epoch 0: |          | 5814/? [45:05<00:00,  2.15it/s]
Epoch 0: |          | 5814/? [45:05<00:00,  2.15it/s]
Epoch 0: |          | 5815/? [45:06<00:00,  2.15it/s]
Epoch 0: |          | 5815/? [45:06<00:00,  2.15it/s]
Epoch 0: |          | 5816/? [45:06<00:00,  2.15it/s]
Epoch 0: |          | 5816/? [45:06<00:00,  2.15it/s]
Epoch 0: |          | 5817/? [45:06<00:00,  2.15it/s]
Epoch 0: |          | 5817/? [45:06<00:00,  2.15it/s]
Epoch 0: |          | 5818/? [45:07<00:00,  2.15it/s]
Epoch 0: |          | 5818/? [45:07<00:00,  2.15it/s]
Epoch 0: |          | 5819/? [45:07<00:00,  2.15it/s]
Epoch 0: |          | 5819/? [45:07<00:00,  2.15it/s]
Epoch 0: |          | 5820/? [45:08<00:00,  2.15it/s]
Epoch 0: |          | 5820/? [45:08<00:00,  2.15it/s]
Epoch 0: |          | 5821/? [45:08<00:00,  2.15it/s]
Epoch 0: |          | 5821/? [45:08<00:00,  2.15it/s]
Epoch 0: |          | 5822/? [45:08<00:00,  2.15it/s]
Epoch 0: |          | 5822/? [45:08<00:00,  2.15it/s]
Epoch 0: |          | 5823/? [45:09<00:00,  2.15it/s]
Epoch 0: |          | 5823/? [45:09<00:00,  2.15it/s]
Epoch 0: |          | 5824/? [45:09<00:00,  2.15it/s]
Epoch 0: |          | 5824/? [45:09<00:00,  2.15it/s]
Epoch 0: |          | 5825/? [45:10<00:00,  2.15it/s]
Epoch 0: |          | 5825/? [45:10<00:00,  2.15it/s]
Epoch 0: |          | 5826/? [45:10<00:00,  2.15it/s]
Epoch 0: |          | 5826/? [45:10<00:00,  2.15it/s]
Epoch 0: |          | 5827/? [45:10<00:00,  2.15it/s]
Epoch 0: |          | 5827/? [45:10<00:00,  2.15it/s]
Epoch 0: |          | 5828/? [45:11<00:00,  2.15it/s]
Epoch 0: |          | 5828/? [45:11<00:00,  2.15it/s]
Epoch 0: |          | 5829/? [45:11<00:00,  2.15it/s]
Epoch 0: |          | 5829/? [45:11<00:00,  2.15it/s]
Epoch 0: |          | 5830/? [45:12<00:00,  2.15it/s]
Epoch 0: |          | 5830/? [45:12<00:00,  2.15it/s]
Epoch 0: |          | 5831/? [45:12<00:00,  2.15it/s]
Epoch 0: |          | 5831/? [45:12<00:00,  2.15it/s]
Epoch 0: |          | 5832/? [45:12<00:00,  2.15it/s]
Epoch 0: |          | 5832/? [45:12<00:00,  2.15it/s]
Epoch 0: |          | 5833/? [45:13<00:00,  2.15it/s]
Epoch 0: |          | 5833/? [45:13<00:00,  2.15it/s]
Epoch 0: |          | 5834/? [45:13<00:00,  2.15it/s]
Epoch 0: |          | 5834/? [45:13<00:00,  2.15it/s]
Epoch 0: |          | 5835/? [45:14<00:00,  2.15it/s]
Epoch 0: |          | 5835/? [45:14<00:00,  2.15it/s]
Epoch 0: |          | 5836/? [45:14<00:00,  2.15it/s]
Epoch 0: |          | 5836/? [45:14<00:00,  2.15it/s]
Epoch 0: |          | 5837/? [45:14<00:00,  2.15it/s]
Epoch 0: |          | 5837/? [45:14<00:00,  2.15it/s]
Epoch 0: |          | 5838/? [45:15<00:00,  2.15it/s]
Epoch 0: |          | 5838/? [45:15<00:00,  2.15it/s]
Epoch 0: |          | 5839/? [45:15<00:00,  2.15it/s]
Epoch 0: |          | 5839/? [45:15<00:00,  2.15it/s]
Epoch 0: |          | 5840/? [45:16<00:00,  2.15it/s]
Epoch 0: |          | 5840/? [45:16<00:00,  2.15it/s]
Epoch 0: |          | 5841/? [45:16<00:00,  2.15it/s]
Epoch 0: |          | 5841/? [45:16<00:00,  2.15it/s]
Epoch 0: |          | 5842/? [45:16<00:00,  2.15it/s]
Epoch 0: |          | 5842/? [45:16<00:00,  2.15it/s]
Epoch 0: |          | 5843/? [45:17<00:00,  2.15it/s]
Epoch 0: |          | 5843/? [45:17<00:00,  2.15it/s]
Epoch 0: |          | 5844/? [45:17<00:00,  2.15it/s]
Epoch 0: |          | 5844/? [45:17<00:00,  2.15it/s]
Epoch 0: |          | 5845/? [45:17<00:00,  2.15it/s]
Epoch 0: |          | 5845/? [45:17<00:00,  2.15it/s]
Epoch 0: |          | 5846/? [45:18<00:00,  2.15it/s]
Epoch 0: |          | 5846/? [45:18<00:00,  2.15it/s]
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Epoch 0: |          | 5856/? [45:22<00:00,  2.15it/s]
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Epoch 0: |          | 5861/? [45:24<00:00,  2.15it/s]
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Epoch 0: |          | 5862/? [45:24<00:00,  2.15it/s]
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Epoch 0: |          | 5863/? [45:24<00:00,  2.15it/s]
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Epoch 0: |          | 5864/? [45:25<00:00,  2.15it/s]
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Epoch 0: |          | 5865/? [45:25<00:00,  2.15it/s]
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Epoch 0: |          | 5866/? [45:26<00:00,  2.15it/s]
Epoch 0: |          | 5866/? [45:26<00:00,  2.15it/s]
Epoch 0: |          | 5867/? [45:26<00:00,  2.15it/s]
Epoch 0: |          | 5867/? [45:26<00:00,  2.15it/s]
Epoch 0: |          | 5868/? [45:26<00:00,  2.15it/s]
Epoch 0: |          | 5868/? [45:26<00:00,  2.15it/s]
Epoch 0: |          | 5869/? [45:27<00:00,  2.15it/s]
Epoch 0: |          | 5869/? [45:27<00:00,  2.15it/s]
Epoch 0: |          | 5870/? [45:27<00:00,  2.15it/s]
Epoch 0: |          | 5870/? [45:27<00:00,  2.15it/s]
Epoch 0: |          | 5871/? [45:27<00:00,  2.15it/s]
Epoch 0: |          | 5871/? [45:27<00:00,  2.15it/s]
Epoch 0: |          | 5872/? [45:28<00:00,  2.15it/s]
Epoch 0: |          | 5872/? [45:28<00:00,  2.15it/s]
Epoch 0: |          | 5873/? [45:28<00:00,  2.15it/s]
Epoch 0: |          | 5873/? [45:28<00:00,  2.15it/s]
Epoch 0: |          | 5874/? [45:29<00:00,  2.15it/s]
Epoch 0: |          | 5874/? [45:29<00:00,  2.15it/s]
Epoch 0: |          | 5875/? [45:29<00:00,  2.15it/s]
Epoch 0: |          | 5875/? [45:29<00:00,  2.15it/s]
Epoch 0: |          | 5876/? [45:29<00:00,  2.15it/s]
Epoch 0: |          | 5876/? [45:29<00:00,  2.15it/s]
Epoch 0: |          | 5877/? [45:30<00:00,  2.15it/s]
Epoch 0: |          | 5877/? [45:30<00:00,  2.15it/s]
Epoch 0: |          | 5878/? [45:30<00:00,  2.15it/s]
Epoch 0: |          | 5878/? [45:30<00:00,  2.15it/s]
Epoch 0: |          | 5879/? [45:30<00:00,  2.15it/s]
Epoch 0: |          | 5879/? [45:30<00:00,  2.15it/s]
Epoch 0: |          | 5880/? [45:31<00:00,  2.15it/s]
Epoch 0: |          | 5880/? [45:31<00:00,  2.15it/s]
Epoch 0: |          | 5881/? [45:31<00:00,  2.15it/s]
Epoch 0: |          | 5881/? [45:31<00:00,  2.15it/s]
Epoch 0: |          | 5882/? [45:32<00:00,  2.15it/s]
Epoch 0: |          | 5882/? [45:32<00:00,  2.15it/s]
Epoch 0: |          | 5883/? [45:32<00:00,  2.15it/s]
Epoch 0: |          | 5883/? [45:32<00:00,  2.15it/s]
Epoch 0: |          | 5884/? [45:32<00:00,  2.15it/s]
Epoch 0: |          | 5884/? [45:32<00:00,  2.15it/s]
Epoch 0: |          | 5885/? [45:33<00:00,  2.15it/s]
Epoch 0: |          | 5885/? [45:33<00:00,  2.15it/s]
Epoch 0: |          | 5886/? [45:33<00:00,  2.15it/s]
Epoch 0: |          | 5886/? [45:33<00:00,  2.15it/s]
Epoch 0: |          | 5887/? [45:34<00:00,  2.15it/s]
Epoch 0: |          | 5887/? [45:34<00:00,  2.15it/s]
Epoch 0: |          | 5888/? [45:34<00:00,  2.15it/s]
Epoch 0: |          | 5888/? [45:34<00:00,  2.15it/s]
Epoch 0: |          | 5889/? [45:34<00:00,  2.15it/s]
Epoch 0: |          | 5889/? [45:34<00:00,  2.15it/s]
Epoch 0: |          | 5890/? [45:35<00:00,  2.15it/s]
Epoch 0: |          | 5890/? [45:35<00:00,  2.15it/s]
Epoch 0: |          | 5891/? [45:35<00:00,  2.15it/s]
Epoch 0: |          | 5891/? [45:35<00:00,  2.15it/s]
Epoch 0: |          | 5892/? [45:36<00:00,  2.15it/s]
Epoch 0: |          | 5892/? [45:36<00:00,  2.15it/s]
Epoch 0: |          | 5893/? [45:36<00:00,  2.15it/s]
Epoch 0: |          | 5893/? [45:36<00:00,  2.15it/s]
Epoch 0: |          | 5894/? [45:36<00:00,  2.15it/s]
Epoch 0: |          | 5894/? [45:36<00:00,  2.15it/s]
Epoch 0: |          | 5895/? [45:37<00:00,  2.15it/s]
Epoch 0: |          | 5895/? [45:37<00:00,  2.15it/s]
Epoch 0: |          | 5896/? [45:37<00:00,  2.15it/s]
Epoch 0: |          | 5896/? [45:37<00:00,  2.15it/s]
Epoch 0: |          | 5897/? [45:37<00:00,  2.15it/s]
Epoch 0: |          | 5897/? [45:37<00:00,  2.15it/s]
Epoch 0: |          | 5898/? [45:38<00:00,  2.15it/s]
Epoch 0: |          | 5898/? [45:38<00:00,  2.15it/s]
Epoch 0: |          | 5899/? [45:38<00:00,  2.15it/s]
Epoch 0: |          | 5899/? [45:38<00:00,  2.15it/s]
Epoch 0: |          | 5900/? [45:39<00:00,  2.15it/s]
Epoch 0: |          | 5900/? [45:39<00:00,  2.15it/s]
Epoch 0: |          | 5901/? [45:39<00:00,  2.15it/s]
Epoch 0: |          | 5901/? [45:39<00:00,  2.15it/s]
Epoch 0: |          | 5902/? [45:39<00:00,  2.15it/s]
Epoch 0: |          | 5902/? [45:39<00:00,  2.15it/s]
Epoch 0: |          | 5903/? [45:40<00:00,  2.15it/s]
Epoch 0: |          | 5903/? [45:40<00:00,  2.15it/s]
Epoch 0: |          | 5904/? [45:40<00:00,  2.15it/s]
Epoch 0: |          | 5904/? [45:40<00:00,  2.15it/s]
Epoch 0: |          | 5905/? [45:41<00:00,  2.15it/s]
Epoch 0: |          | 5905/? [45:41<00:00,  2.15it/s]
Epoch 0: |          | 5906/? [45:41<00:00,  2.15it/s]
Epoch 0: |          | 5906/? [45:41<00:00,  2.15it/s]
Epoch 0: |          | 5907/? [45:41<00:00,  2.15it/s]
Epoch 0: |          | 5907/? [45:41<00:00,  2.15it/s]
Epoch 0: |          | 5908/? [45:42<00:00,  2.15it/s]
Epoch 0: |          | 5908/? [45:42<00:00,  2.15it/s]
Epoch 0: |          | 5909/? [45:42<00:00,  2.15it/s]
Epoch 0: |          | 5909/? [45:42<00:00,  2.15it/s]
Epoch 0: |          | 5910/? [45:43<00:00,  2.15it/s]
Epoch 0: |          | 5910/? [45:43<00:00,  2.15it/s]
Epoch 0: |          | 5911/? [45:43<00:00,  2.15it/s]
Epoch 0: |          | 5911/? [45:43<00:00,  2.15it/s]
Epoch 0: |          | 5912/? [45:43<00:00,  2.15it/s]
Epoch 0: |          | 5912/? [45:43<00:00,  2.15it/s]
Epoch 0: |          | 5913/? [45:44<00:00,  2.15it/s]
Epoch 0: |          | 5913/? [45:44<00:00,  2.15it/s]
Epoch 0: |          | 5914/? [45:44<00:00,  2.15it/s]
Epoch 0: |          | 5914/? [45:44<00:00,  2.15it/s]
Epoch 0: |          | 5915/? [45:44<00:00,  2.15it/s]
Epoch 0: |          | 5915/? [45:44<00:00,  2.15it/s]
Epoch 0: |          | 5916/? [45:45<00:00,  2.15it/s]
Epoch 0: |          | 5916/? [45:45<00:00,  2.15it/s]
Epoch 0: |          | 5917/? [45:45<00:00,  2.16it/s]
Epoch 0: |          | 5917/? [45:45<00:00,  2.16it/s]
Epoch 0: |          | 5918/? [45:46<00:00,  2.16it/s]
Epoch 0: |          | 5918/? [45:46<00:00,  2.16it/s]
Epoch 0: |          | 5919/? [45:46<00:00,  2.16it/s]
Epoch 0: |          | 5919/? [45:46<00:00,  2.16it/s]
Epoch 0: |          | 5920/? [45:46<00:00,  2.16it/s]
Epoch 0: |          | 5920/? [45:46<00:00,  2.16it/s]
Epoch 0: |          | 5921/? [45:47<00:00,  2.16it/s]
Epoch 0: |          | 5921/? [45:47<00:00,  2.16it/s]
Epoch 0: |          | 5922/? [45:47<00:00,  2.16it/s]
Epoch 0: |          | 5922/? [45:47<00:00,  2.16it/s]
Epoch 0: |          | 5923/? [45:48<00:00,  2.16it/s]
Epoch 0: |          | 5923/? [45:48<00:00,  2.16it/s]
Epoch 0: |          | 5924/? [45:48<00:00,  2.16it/s]
Epoch 0: |          | 5924/? [45:48<00:00,  2.16it/s]
Epoch 0: |          | 5925/? [45:48<00:00,  2.16it/s]
Epoch 0: |          | 5925/? [45:48<00:00,  2.16it/s]
Epoch 0: |          | 5926/? [45:49<00:00,  2.16it/s]
Epoch 0: |          | 5926/? [45:49<00:00,  2.16it/s]
Epoch 0: |          | 5927/? [45:49<00:00,  2.16it/s]
Epoch 0: |          | 5927/? [45:49<00:00,  2.16it/s]
Epoch 0: |          | 5928/? [45:50<00:00,  2.16it/s]
Epoch 0: |          | 5928/? [45:50<00:00,  2.16it/s]
Epoch 0: |          | 5929/? [45:50<00:00,  2.16it/s]
Epoch 0: |          | 5929/? [45:50<00:00,  2.16it/s]
Epoch 0: |          | 5930/? [45:50<00:00,  2.16it/s]
Epoch 0: |          | 5930/? [45:50<00:00,  2.16it/s]
Epoch 0: |          | 5931/? [45:51<00:00,  2.16it/s]
Epoch 0: |          | 5931/? [45:51<00:00,  2.16it/s]
Epoch 0: |          | 5932/? [45:51<00:00,  2.16it/s]
Epoch 0: |          | 5932/? [45:51<00:00,  2.16it/s]
Epoch 0: |          | 5933/? [45:52<00:00,  2.16it/s]
Epoch 0: |          | 5933/? [45:52<00:00,  2.16it/s]
Epoch 0: |          | 5934/? [45:52<00:00,  2.16it/s]
Epoch 0: |          | 5934/? [45:52<00:00,  2.16it/s]
Epoch 0: |          | 5935/? [45:52<00:00,  2.16it/s]
Epoch 0: |          | 5935/? [45:52<00:00,  2.16it/s]
Epoch 0: |          | 5936/? [45:53<00:00,  2.16it/s]
Epoch 0: |          | 5936/? [45:53<00:00,  2.16it/s]
Epoch 0: |          | 5937/? [45:53<00:00,  2.16it/s]
Epoch 0: |          | 5937/? [45:53<00:00,  2.16it/s]
Epoch 0: |          | 5938/? [45:53<00:00,  2.16it/s]
Epoch 0: |          | 5938/? [45:53<00:00,  2.16it/s]
Epoch 0: |          | 5939/? [45:54<00:00,  2.16it/s]
Epoch 0: |          | 5939/? [45:54<00:00,  2.16it/s]
Epoch 0: |          | 5940/? [45:54<00:00,  2.16it/s]
Epoch 0: |          | 5940/? [45:54<00:00,  2.16it/s]
Epoch 0: |          | 5941/? [45:55<00:00,  2.16it/s]
Epoch 0: |          | 5941/? [45:55<00:00,  2.16it/s]
Epoch 0: |          | 5942/? [45:55<00:00,  2.16it/s]
Epoch 0: |          | 5942/? [45:55<00:00,  2.16it/s]
Epoch 0: |          | 5943/? [45:55<00:00,  2.16it/s]
Epoch 0: |          | 5943/? [45:55<00:00,  2.16it/s]
Epoch 0: |          | 5944/? [45:56<00:00,  2.16it/s]
Epoch 0: |          | 5944/? [45:56<00:00,  2.16it/s]
Epoch 0: |          | 5945/? [45:56<00:00,  2.16it/s]
Epoch 0: |          | 5945/? [45:56<00:00,  2.16it/s]
Epoch 0: |          | 5946/? [45:57<00:00,  2.16it/s]
Epoch 0: |          | 5946/? [45:57<00:00,  2.16it/s]
Epoch 0: |          | 5947/? [45:57<00:00,  2.16it/s]
Epoch 0: |          | 5947/? [45:57<00:00,  2.16it/s]
Epoch 0: |          | 5948/? [45:57<00:00,  2.16it/s]
Epoch 0: |          | 5948/? [45:57<00:00,  2.16it/s]
Epoch 0: |          | 5949/? [45:58<00:00,  2.16it/s]
Epoch 0: |          | 5949/? [45:58<00:00,  2.16it/s]
Epoch 0: |          | 5950/? [45:58<00:00,  2.16it/s]
Epoch 0: |          | 5950/? [45:58<00:00,  2.16it/s]
Epoch 0: |          | 5951/? [45:59<00:00,  2.16it/s]
Epoch 0: |          | 5951/? [45:59<00:00,  2.16it/s]
Epoch 0: |          | 5952/? [45:59<00:00,  2.16it/s]
Epoch 0: |          | 5952/? [45:59<00:00,  2.16it/s]
Epoch 0: |          | 5953/? [46:00<00:00,  2.16it/s]
Epoch 0: |          | 5953/? [46:00<00:00,  2.16it/s]
Epoch 0: |          | 5954/? [46:00<00:00,  2.16it/s]
Epoch 0: |          | 5954/? [46:00<00:00,  2.16it/s]
Epoch 0: |          | 5955/? [46:00<00:00,  2.16it/s]
Epoch 0: |          | 5955/? [46:00<00:00,  2.16it/s]
Epoch 0: |          | 5956/? [46:01<00:00,  2.16it/s]
Epoch 0: |          | 5956/? [46:01<00:00,  2.16it/s]
Epoch 0: |          | 5957/? [46:01<00:00,  2.16it/s]
Epoch 0: |          | 5957/? [46:01<00:00,  2.16it/s]
Epoch 0: |          | 5958/? [46:01<00:00,  2.16it/s]
Epoch 0: |          | 5958/? [46:01<00:00,  2.16it/s]
Epoch 0: |          | 5959/? [46:02<00:00,  2.16it/s]
Epoch 0: |          | 5959/? [46:02<00:00,  2.16it/s]
Epoch 0: |          | 5960/? [46:02<00:00,  2.16it/s]
Epoch 0: |          | 5960/? [46:02<00:00,  2.16it/s]
Epoch 0: |          | 5961/? [46:03<00:00,  2.16it/s]
Epoch 0: |          | 5961/? [46:03<00:00,  2.16it/s]
Epoch 0: |          | 5962/? [46:03<00:00,  2.16it/s]
Epoch 0: |          | 5962/? [46:03<00:00,  2.16it/s]
Epoch 0: |          | 5963/? [46:03<00:00,  2.16it/s]
Epoch 0: |          | 5963/? [46:03<00:00,  2.16it/s]
Epoch 0: |          | 5964/? [46:04<00:00,  2.16it/s]
Epoch 0: |          | 5964/? [46:04<00:00,  2.16it/s]
Epoch 0: |          | 5965/? [46:04<00:00,  2.16it/s]
Epoch 0: |          | 5965/? [46:04<00:00,  2.16it/s]
Epoch 0: |          | 5966/? [46:05<00:00,  2.16it/s]
Epoch 0: |          | 5966/? [46:05<00:00,  2.16it/s]
Epoch 0: |          | 5967/? [46:05<00:00,  2.16it/s]
Epoch 0: |          | 5967/? [46:05<00:00,  2.16it/s]
Epoch 0: |          | 5968/? [46:05<00:00,  2.16it/s]
Epoch 0: |          | 5968/? [46:05<00:00,  2.16it/s]
Epoch 0: |          | 5969/? [46:06<00:00,  2.16it/s]
Epoch 0: |          | 5969/? [46:06<00:00,  2.16it/s]
Epoch 0: |          | 5970/? [46:06<00:00,  2.16it/s]
Epoch 0: |          | 5970/? [46:06<00:00,  2.16it/s]
Epoch 0: |          | 5971/? [46:07<00:00,  2.16it/s]
Epoch 0: |          | 5971/? [46:07<00:00,  2.16it/s]
Epoch 0: |          | 5972/? [46:07<00:00,  2.16it/s]
Epoch 0: |          | 5972/? [46:07<00:00,  2.16it/s]
Epoch 0: |          | 5973/? [46:07<00:00,  2.16it/s]
Epoch 0: |          | 5973/? [46:07<00:00,  2.16it/s]
Epoch 0: |          | 5974/? [46:08<00:00,  2.16it/s]
Epoch 0: |          | 5974/? [46:08<00:00,  2.16it/s]
Epoch 0: |          | 5975/? [46:08<00:00,  2.16it/s]
Epoch 0: |          | 5975/? [46:08<00:00,  2.16it/s]
Epoch 0: |          | 5976/? [46:09<00:00,  2.16it/s]
Epoch 0: |          | 5976/? [46:09<00:00,  2.16it/s]
Epoch 0: |          | 5977/? [46:09<00:00,  2.16it/s]
Epoch 0: |          | 5977/? [46:09<00:00,  2.16it/s]
Epoch 0: |          | 5978/? [46:09<00:00,  2.16it/s]
Epoch 0: |          | 5978/? [46:09<00:00,  2.16it/s]
Epoch 0: |          | 5979/? [46:10<00:00,  2.16it/s]
Epoch 0: |          | 5979/? [46:10<00:00,  2.16it/s]
Epoch 0: |          | 5980/? [46:10<00:00,  2.16it/s]
Epoch 0: |          | 5980/? [46:10<00:00,  2.16it/s]
Epoch 0: |          | 5981/? [46:11<00:00,  2.16it/s]
Epoch 0: |          | 5981/? [46:11<00:00,  2.16it/s]
Epoch 0: |          | 5982/? [46:11<00:00,  2.16it/s]
Epoch 0: |          | 5982/? [46:11<00:00,  2.16it/s]
Epoch 0: |          | 5983/? [46:11<00:00,  2.16it/s]
Epoch 0: |          | 5983/? [46:11<00:00,  2.16it/s]
Epoch 0: |          | 5984/? [46:12<00:00,  2.16it/s]
Epoch 0: |          | 5984/? [46:12<00:00,  2.16it/s]
Epoch 0: |          | 5985/? [46:12<00:00,  2.16it/s]
Epoch 0: |          | 5985/? [46:12<00:00,  2.16it/s]
Epoch 0: |          | 5986/? [46:12<00:00,  2.16it/s]
Epoch 0: |          | 5986/? [46:12<00:00,  2.16it/s]
Epoch 0: |          | 5987/? [46:13<00:00,  2.16it/s]
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Epoch 0: |          | 5988/? [46:13<00:00,  2.16it/s]
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Epoch 0: |          | 5989/? [46:14<00:00,  2.16it/s]
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Epoch 0: |          | 5990/? [46:14<00:00,  2.16it/s]
Epoch 0: |          | 5990/? [46:14<00:00,  2.16it/s]
Epoch 0: |          | 5991/? [46:14<00:00,  2.16it/s]
Epoch 0: |          | 5991/? [46:14<00:00,  2.16it/s]
Epoch 0: |          | 5992/? [46:15<00:00,  2.16it/s]
Epoch 0: |          | 5992/? [46:15<00:00,  2.16it/s]
Epoch 0: |          | 5993/? [46:15<00:00,  2.16it/s]
Epoch 0: |          | 5993/? [46:15<00:00,  2.16it/s]
Epoch 0: |          | 5994/? [46:15<00:00,  2.16it/s]
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Epoch 0: |          | 5995/? [46:16<00:00,  2.16it/s]
Epoch 0: |          | 5995/? [46:16<00:00,  2.16it/s]
Epoch 0: |          | 5996/? [46:16<00:00,  2.16it/s]
Epoch 0: |          | 5996/? [46:16<00:00,  2.16it/s]
Epoch 0: |          | 5997/? [46:17<00:00,  2.16it/s]
Epoch 0: |          | 5997/? [46:17<00:00,  2.16it/s]
Epoch 0: |          | 5998/? [46:17<00:00,  2.16it/s]
Epoch 0: |          | 5998/? [46:17<00:00,  2.16it/s]
Epoch 0: |          | 5999/? [46:17<00:00,  2.16it/s]
Epoch 0: |          | 5999/? [46:17<00:00,  2.16it/s]
Epoch 0: |          | 6000/? [46:18<00:00,  2.16it/s]
Epoch 0: |          | 6000/? [46:18<00:00,  2.16it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  9.45it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  7.92it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.84it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.78it/s]

Epoch 0: |          | 6000/? [46:18<00:00,  2.16it/s]
Epoch 0: |          | 6001/? [46:19<00:00,  2.16it/s]
Epoch 0: |          | 6001/? [46:19<00:00,  2.16it/s]
Epoch 0: |          | 6002/? [46:19<00:00,  2.16it/s]
Epoch 0: |          | 6002/? [46:19<00:00,  2.16it/s]
Epoch 0: |          | 6003/? [46:20<00:00,  2.16it/s]
Epoch 0: |          | 6003/? [46:20<00:00,  2.16it/s]
Epoch 0: |          | 6004/? [46:20<00:00,  2.16it/s]
Epoch 0: |          | 6004/? [46:20<00:00,  2.16it/s]
Epoch 0: |          | 6005/? [46:20<00:00,  2.16it/s]
Epoch 0: |          | 6005/? [46:20<00:00,  2.16it/s]
Epoch 0: |          | 6006/? [46:21<00:00,  2.16it/s]
Epoch 0: |          | 6006/? [46:21<00:00,  2.16it/s]
Epoch 0: |          | 6007/? [46:21<00:00,  2.16it/s]
Epoch 0: |          | 6007/? [46:21<00:00,  2.16it/s]
Epoch 0: |          | 6008/? [46:21<00:00,  2.16it/s]
Epoch 0: |          | 6008/? [46:21<00:00,  2.16it/s]
Epoch 0: |          | 6009/? [46:22<00:00,  2.16it/s]
Epoch 0: |          | 6009/? [46:22<00:00,  2.16it/s]
Epoch 0: |          | 6010/? [46:22<00:00,  2.16it/s]
Epoch 0: |          | 6010/? [46:22<00:00,  2.16it/s]
Epoch 0: |          | 6011/? [46:23<00:00,  2.16it/s]
Epoch 0: |          | 6011/? [46:23<00:00,  2.16it/s]
Epoch 0: |          | 6012/? [46:23<00:00,  2.16it/s]
Epoch 0: |          | 6012/? [46:23<00:00,  2.16it/s]
Epoch 0: |          | 6013/? [46:23<00:00,  2.16it/s]
Epoch 0: |          | 6013/? [46:23<00:00,  2.16it/s]
Epoch 0: |          | 6014/? [46:24<00:00,  2.16it/s]
Epoch 0: |          | 6014/? [46:24<00:00,  2.16it/s]
Epoch 0: |          | 6015/? [46:24<00:00,  2.16it/s]
Epoch 0: |          | 6015/? [46:24<00:00,  2.16it/s]
Epoch 0: |          | 6016/? [46:25<00:00,  2.16it/s]
Epoch 0: |          | 6016/? [46:25<00:00,  2.16it/s]
Epoch 0: |          | 6017/? [46:25<00:00,  2.16it/s]
Epoch 0: |          | 6017/? [46:25<00:00,  2.16it/s]
Epoch 0: |          | 6018/? [46:25<00:00,  2.16it/s]
Epoch 0: |          | 6018/? [46:25<00:00,  2.16it/s]
Epoch 0: |          | 6019/? [46:26<00:00,  2.16it/s]
Epoch 0: |          | 6019/? [46:26<00:00,  2.16it/s]
Epoch 0: |          | 6020/? [46:26<00:00,  2.16it/s]
Epoch 0: |          | 6020/? [46:26<00:00,  2.16it/s]
Epoch 0: |          | 6021/? [46:26<00:00,  2.16it/s]
Epoch 0: |          | 6021/? [46:26<00:00,  2.16it/s]
Epoch 0: |          | 6022/? [46:27<00:00,  2.16it/s]
Epoch 0: |          | 6022/? [46:27<00:00,  2.16it/s]
Epoch 0: |          | 6023/? [46:27<00:00,  2.16it/s]
Epoch 0: |          | 6023/? [46:27<00:00,  2.16it/s]
Epoch 0: |          | 6024/? [46:28<00:00,  2.16it/s]
Epoch 0: |          | 6024/? [46:28<00:00,  2.16it/s]
Epoch 0: |          | 6025/? [46:28<00:00,  2.16it/s]
Epoch 0: |          | 6025/? [46:28<00:00,  2.16it/s]
Epoch 0: |          | 6026/? [46:28<00:00,  2.16it/s]
Epoch 0: |          | 6026/? [46:28<00:00,  2.16it/s]
Epoch 0: |          | 6027/? [46:29<00:00,  2.16it/s]
Epoch 0: |          | 6027/? [46:29<00:00,  2.16it/s]
Epoch 0: |          | 6028/? [46:29<00:00,  2.16it/s]
Epoch 0: |          | 6028/? [46:29<00:00,  2.16it/s]
Epoch 0: |          | 6029/? [46:30<00:00,  2.16it/s]
Epoch 0: |          | 6029/? [46:30<00:00,  2.16it/s]
Epoch 0: |          | 6030/? [46:30<00:00,  2.16it/s]
Epoch 0: |          | 6030/? [46:30<00:00,  2.16it/s]
Epoch 0: |          | 6031/? [46:30<00:00,  2.16it/s]
Epoch 0: |          | 6031/? [46:30<00:00,  2.16it/s]
Epoch 0: |          | 6032/? [46:31<00:00,  2.16it/s]
Epoch 0: |          | 6032/? [46:31<00:00,  2.16it/s]
Epoch 0: |          | 6033/? [46:31<00:00,  2.16it/s]
Epoch 0: |          | 6033/? [46:31<00:00,  2.16it/s]
Epoch 0: |          | 6034/? [46:32<00:00,  2.16it/s]
Epoch 0: |          | 6034/? [46:32<00:00,  2.16it/s]
Epoch 0: |          | 6035/? [46:32<00:00,  2.16it/s]
Epoch 0: |          | 6035/? [46:32<00:00,  2.16it/s]
Epoch 0: |          | 6036/? [46:32<00:00,  2.16it/s]
Epoch 0: |          | 6036/? [46:32<00:00,  2.16it/s]
Epoch 0: |          | 6037/? [46:33<00:00,  2.16it/s]
Epoch 0: |          | 6037/? [46:33<00:00,  2.16it/s]
Epoch 0: |          | 6038/? [46:33<00:00,  2.16it/s]
Epoch 0: |          | 6038/? [46:33<00:00,  2.16it/s]
Epoch 0: |          | 6039/? [46:34<00:00,  2.16it/s]
Epoch 0: |          | 6039/? [46:34<00:00,  2.16it/s]
Epoch 0: |          | 6040/? [46:34<00:00,  2.16it/s]
Epoch 0: |          | 6040/? [46:34<00:00,  2.16it/s]
Epoch 0: |          | 6041/? [46:34<00:00,  2.16it/s]
Epoch 0: |          | 6041/? [46:34<00:00,  2.16it/s]
Epoch 0: |          | 6042/? [46:35<00:00,  2.16it/s]
Epoch 0: |          | 6042/? [46:35<00:00,  2.16it/s]
Epoch 0: |          | 6043/? [46:35<00:00,  2.16it/s]
Epoch 0: |          | 6043/? [46:35<00:00,  2.16it/s]
Epoch 0: |          | 6044/? [46:35<00:00,  2.16it/s]
Epoch 0: |          | 6044/? [46:35<00:00,  2.16it/s]
Epoch 0: |          | 6045/? [46:36<00:00,  2.16it/s]
Epoch 0: |          | 6045/? [46:36<00:00,  2.16it/s]
Epoch 0: |          | 6046/? [46:36<00:00,  2.16it/s]
Epoch 0: |          | 6046/? [46:36<00:00,  2.16it/s]
Epoch 0: |          | 6047/? [46:37<00:00,  2.16it/s]
Epoch 0: |          | 6047/? [46:37<00:00,  2.16it/s]
Epoch 0: |          | 6048/? [46:37<00:00,  2.16it/s]
Epoch 0: |          | 6048/? [46:37<00:00,  2.16it/s]
Epoch 0: |          | 6049/? [46:37<00:00,  2.16it/s]
Epoch 0: |          | 6049/? [46:37<00:00,  2.16it/s]
Epoch 0: |          | 6050/? [46:38<00:00,  2.16it/s]
Epoch 0: |          | 6050/? [46:38<00:00,  2.16it/s]
Epoch 0: |          | 6051/? [46:38<00:00,  2.16it/s]
Epoch 0: |          | 6051/? [46:38<00:00,  2.16it/s]
Epoch 0: |          | 6052/? [46:39<00:00,  2.16it/s]
Epoch 0: |          | 6052/? [46:39<00:00,  2.16it/s]
Epoch 0: |          | 6053/? [46:39<00:00,  2.16it/s]
Epoch 0: |          | 6053/? [46:39<00:00,  2.16it/s]
Epoch 0: |          | 6054/? [46:39<00:00,  2.16it/s]
Epoch 0: |          | 6054/? [46:39<00:00,  2.16it/s]
Epoch 0: |          | 6055/? [46:40<00:00,  2.16it/s]
Epoch 0: |          | 6055/? [46:40<00:00,  2.16it/s]
Epoch 0: |          | 6056/? [46:40<00:00,  2.16it/s]
Epoch 0: |          | 6056/? [46:40<00:00,  2.16it/s]
Epoch 0: |          | 6057/? [46:40<00:00,  2.16it/s]
Epoch 0: |          | 6057/? [46:40<00:00,  2.16it/s]
Epoch 0: |          | 6058/? [46:41<00:00,  2.16it/s]
Epoch 0: |          | 6058/? [46:41<00:00,  2.16it/s]
Epoch 0: |          | 6059/? [46:41<00:00,  2.16it/s]
Epoch 0: |          | 6059/? [46:41<00:00,  2.16it/s]
Epoch 0: |          | 6060/? [46:42<00:00,  2.16it/s]
Epoch 0: |          | 6060/? [46:42<00:00,  2.16it/s]
Epoch 0: |          | 6061/? [46:42<00:00,  2.16it/s]
Epoch 0: |          | 6061/? [46:42<00:00,  2.16it/s]
Epoch 0: |          | 6062/? [46:42<00:00,  2.16it/s]
Epoch 0: |          | 6062/? [46:42<00:00,  2.16it/s]
Epoch 0: |          | 6063/? [46:43<00:00,  2.16it/s]
Epoch 0: |          | 6063/? [46:43<00:00,  2.16it/s]
Epoch 0: |          | 6064/? [46:43<00:00,  2.16it/s]
Epoch 0: |          | 6064/? [46:43<00:00,  2.16it/s]
Epoch 0: |          | 6065/? [46:44<00:00,  2.16it/s]
Epoch 0: |          | 6065/? [46:44<00:00,  2.16it/s]
Epoch 0: |          | 6066/? [46:44<00:00,  2.16it/s]
Epoch 0: |          | 6066/? [46:44<00:00,  2.16it/s]
Epoch 0: |          | 6067/? [46:44<00:00,  2.16it/s]
Epoch 0: |          | 6067/? [46:44<00:00,  2.16it/s]
Epoch 0: |          | 6068/? [46:45<00:00,  2.16it/s]
Epoch 0: |          | 6068/? [46:45<00:00,  2.16it/s]
Epoch 0: |          | 6069/? [46:45<00:00,  2.16it/s]
Epoch 0: |          | 6069/? [46:45<00:00,  2.16it/s]
Epoch 0: |          | 6070/? [46:45<00:00,  2.16it/s]
Epoch 0: |          | 6070/? [46:45<00:00,  2.16it/s]
Epoch 0: |          | 6071/? [46:46<00:00,  2.16it/s]
Epoch 0: |          | 6071/? [46:46<00:00,  2.16it/s]
Epoch 0: |          | 6072/? [46:46<00:00,  2.16it/s]
Epoch 0: |          | 6072/? [46:46<00:00,  2.16it/s]
Epoch 0: |          | 6073/? [46:47<00:00,  2.16it/s]
Epoch 0: |          | 6073/? [46:47<00:00,  2.16it/s]
Epoch 0: |          | 6074/? [46:47<00:00,  2.16it/s]
Epoch 0: |          | 6074/? [46:47<00:00,  2.16it/s]
Epoch 0: |          | 6075/? [46:47<00:00,  2.16it/s]
Epoch 0: |          | 6075/? [46:47<00:00,  2.16it/s]
Epoch 0: |          | 6076/? [46:48<00:00,  2.16it/s]
Epoch 0: |          | 6076/? [46:48<00:00,  2.16it/s]
Epoch 0: |          | 6077/? [46:48<00:00,  2.16it/s]
Epoch 0: |          | 6077/? [46:48<00:00,  2.16it/s]
Epoch 0: |          | 6078/? [46:48<00:00,  2.16it/s]
Epoch 0: |          | 6078/? [46:48<00:00,  2.16it/s]
Epoch 0: |          | 6079/? [46:49<00:00,  2.16it/s]
Epoch 0: |          | 6079/? [46:49<00:00,  2.16it/s]
Epoch 0: |          | 6080/? [46:49<00:00,  2.16it/s]
Epoch 0: |          | 6080/? [46:49<00:00,  2.16it/s]
Epoch 0: |          | 6081/? [46:50<00:00,  2.16it/s]
Epoch 0: |          | 6081/? [46:50<00:00,  2.16it/s]
Epoch 0: |          | 6082/? [46:50<00:00,  2.16it/s]
Epoch 0: |          | 6082/? [46:50<00:00,  2.16it/s]
Epoch 0: |          | 6083/? [46:50<00:00,  2.16it/s]
Epoch 0: |          | 6083/? [46:50<00:00,  2.16it/s]
Epoch 0: |          | 6084/? [46:51<00:00,  2.16it/s]
Epoch 0: |          | 6084/? [46:51<00:00,  2.16it/s]
Epoch 0: |          | 6085/? [46:51<00:00,  2.16it/s]
Epoch 0: |          | 6085/? [46:51<00:00,  2.16it/s]
Epoch 0: |          | 6086/? [46:51<00:00,  2.16it/s]
Epoch 0: |          | 6086/? [46:51<00:00,  2.16it/s]
Epoch 0: |          | 6087/? [46:52<00:00,  2.16it/s]
Epoch 0: |          | 6087/? [46:52<00:00,  2.16it/s]
Epoch 0: |          | 6088/? [46:52<00:00,  2.16it/s]
Epoch 0: |          | 6088/? [46:52<00:00,  2.16it/s]
Epoch 0: |          | 6089/? [46:53<00:00,  2.16it/s]
Epoch 0: |          | 6089/? [46:53<00:00,  2.16it/s]
Epoch 0: |          | 6090/? [46:53<00:00,  2.16it/s]
Epoch 0: |          | 6090/? [46:53<00:00,  2.16it/s]
Epoch 0: |          | 6091/? [46:53<00:00,  2.16it/s]
Epoch 0: |          | 6091/? [46:53<00:00,  2.16it/s]
Epoch 0: |          | 6092/? [46:54<00:00,  2.16it/s]
Epoch 0: |          | 6092/? [46:54<00:00,  2.16it/s]
Epoch 0: |          | 6093/? [46:54<00:00,  2.16it/s]
Epoch 0: |          | 6093/? [46:54<00:00,  2.16it/s]
Epoch 0: |          | 6094/? [46:55<00:00,  2.16it/s]
Epoch 0: |          | 6094/? [46:55<00:00,  2.16it/s]
Epoch 0: |          | 6095/? [46:55<00:00,  2.16it/s]
Epoch 0: |          | 6095/? [46:55<00:00,  2.16it/s]
Epoch 0: |          | 6096/? [46:55<00:00,  2.16it/s]
Epoch 0: |          | 6096/? [46:55<00:00,  2.16it/s]
Epoch 0: |          | 6097/? [46:56<00:00,  2.16it/s]
Epoch 0: |          | 6097/? [46:56<00:00,  2.16it/s]
Epoch 0: |          | 6098/? [46:56<00:00,  2.17it/s]
Epoch 0: |          | 6098/? [46:56<00:00,  2.17it/s]
Epoch 0: |          | 6099/? [46:57<00:00,  2.17it/s]
Epoch 0: |          | 6099/? [46:57<00:00,  2.17it/s]
Epoch 0: |          | 6100/? [46:57<00:00,  2.17it/s]
Epoch 0: |          | 6100/? [46:57<00:00,  2.17it/s]
Epoch 0: |          | 6101/? [46:57<00:00,  2.17it/s]
Epoch 0: |          | 6101/? [46:57<00:00,  2.17it/s]
Epoch 0: |          | 6102/? [46:58<00:00,  2.17it/s]
Epoch 0: |          | 6102/? [46:58<00:00,  2.17it/s]
Epoch 0: |          | 6103/? [46:58<00:00,  2.17it/s]
Epoch 0: |          | 6103/? [46:58<00:00,  2.17it/s]
Epoch 0: |          | 6104/? [46:58<00:00,  2.17it/s]
Epoch 0: |          | 6104/? [46:58<00:00,  2.17it/s]
Epoch 0: |          | 6105/? [46:59<00:00,  2.17it/s]
Epoch 0: |          | 6105/? [46:59<00:00,  2.17it/s]
Epoch 0: |          | 6106/? [46:59<00:00,  2.17it/s]
Epoch 0: |          | 6106/? [46:59<00:00,  2.17it/s]
Epoch 0: |          | 6107/? [47:00<00:00,  2.17it/s]
Epoch 0: |          | 6107/? [47:00<00:00,  2.17it/s]
Epoch 0: |          | 6108/? [47:00<00:00,  2.17it/s]
Epoch 0: |          | 6108/? [47:00<00:00,  2.17it/s]
Epoch 0: |          | 6109/? [47:00<00:00,  2.17it/s]
Epoch 0: |          | 6109/? [47:00<00:00,  2.17it/s]
Epoch 0: |          | 6110/? [47:01<00:00,  2.17it/s]
Epoch 0: |          | 6110/? [47:01<00:00,  2.17it/s]
Epoch 0: |          | 6111/? [47:01<00:00,  2.17it/s]
Epoch 0: |          | 6111/? [47:01<00:00,  2.17it/s]
Epoch 0: |          | 6112/? [47:01<00:00,  2.17it/s]
Epoch 0: |          | 6112/? [47:01<00:00,  2.17it/s]
Epoch 0: |          | 6113/? [47:02<00:00,  2.17it/s]
Epoch 0: |          | 6113/? [47:02<00:00,  2.17it/s]
Epoch 0: |          | 6114/? [47:02<00:00,  2.17it/s]
Epoch 0: |          | 6114/? [47:02<00:00,  2.17it/s]
Epoch 0: |          | 6115/? [47:03<00:00,  2.17it/s]
Epoch 0: |          | 6115/? [47:03<00:00,  2.17it/s]
Epoch 0: |          | 6116/? [47:03<00:00,  2.17it/s]
Epoch 0: |          | 6116/? [47:03<00:00,  2.17it/s]
Epoch 0: |          | 6117/? [47:03<00:00,  2.17it/s]
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Epoch 0: |          | 6118/? [47:04<00:00,  2.17it/s]
Epoch 0: |          | 6118/? [47:04<00:00,  2.17it/s]
Epoch 0: |          | 6119/? [47:04<00:00,  2.17it/s]
Epoch 0: |          | 6119/? [47:04<00:00,  2.17it/s]
Epoch 0: |          | 6120/? [47:04<00:00,  2.17it/s]
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Epoch 0: |          | 6121/? [47:05<00:00,  2.17it/s]
Epoch 0: |          | 6121/? [47:05<00:00,  2.17it/s]
Epoch 0: |          | 6122/? [47:05<00:00,  2.17it/s]
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Epoch 0: |          | 6159/? [47:19<00:00,  2.17it/s]
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Epoch 0: |          | 6165/? [47:22<00:00,  2.17it/s]
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Epoch 0: |          | 6168/? [47:23<00:00,  2.17it/s]
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Epoch 0: |          | 6169/? [47:23<00:00,  2.17it/s]
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Epoch 0: |          | 6170/? [47:23<00:00,  2.17it/s]
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Epoch 0: |          | 6171/? [47:24<00:00,  2.17it/s]
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Epoch 0: |          | 6172/? [47:24<00:00,  2.17it/s]
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Epoch 0: |          | 6173/? [47:25<00:00,  2.17it/s]
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Epoch 0: |          | 6176/? [47:26<00:00,  2.17it/s]
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Epoch 0: |          | 6177/? [47:26<00:00,  2.17it/s]
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Epoch 0: |          | 6178/? [47:27<00:00,  2.17it/s]
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Epoch 0: |          | 6179/? [47:27<00:00,  2.17it/s]
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Epoch 0: |          | 6180/? [47:27<00:00,  2.17it/s]
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Epoch 0: |          | 6181/? [47:28<00:00,  2.17it/s]
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Epoch 0: |          | 6182/? [47:28<00:00,  2.17it/s]
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Epoch 0: |          | 6183/? [47:29<00:00,  2.17it/s]
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Epoch 0: |          | 6188/? [47:30<00:00,  2.17it/s]
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Epoch 0: |          | 6189/? [47:31<00:00,  2.17it/s]
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Epoch 0: |          | 6190/? [47:31<00:00,  2.17it/s]
Epoch 0: |          | 6190/? [47:31<00:00,  2.17it/s]
Epoch 0: |          | 6191/? [47:32<00:00,  2.17it/s]
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Epoch 0: |          | 6192/? [47:32<00:00,  2.17it/s]
Epoch 0: |          | 6192/? [47:32<00:00,  2.17it/s]
Epoch 0: |          | 6193/? [47:32<00:00,  2.17it/s]
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Epoch 0: |          | 6194/? [47:33<00:00,  2.17it/s]
Epoch 0: |          | 6194/? [47:33<00:00,  2.17it/s]
Epoch 0: |          | 6195/? [47:33<00:00,  2.17it/s]
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Epoch 0: |          | 6196/? [47:33<00:00,  2.17it/s]
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Epoch 0: |          | 6197/? [47:34<00:00,  2.17it/s]
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Epoch 0: |          | 6198/? [47:34<00:00,  2.17it/s]
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Epoch 0: |          | 6199/? [47:35<00:00,  2.17it/s]
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Epoch 0: |          | 6200/? [47:35<00:00,  2.17it/s]
Epoch 0: |          | 6200/? [47:35<00:00,  2.17it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  9.87it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.35it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.29it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.15it/s]

Epoch 0: |          | 6200/? [47:35<00:00,  2.17it/s]
Epoch 0: |          | 6201/? [47:36<00:00,  2.17it/s]
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Epoch 0: |          | 6202/? [47:36<00:00,  2.17it/s]
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Epoch 0: |          | 6203/? [47:37<00:00,  2.17it/s]
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Epoch 0: |          | 6204/? [47:37<00:00,  2.17it/s]
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Epoch 0: |          | 6205/? [47:37<00:00,  2.17it/s]
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Epoch 0: |          | 6206/? [47:38<00:00,  2.17it/s]
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Epoch 0: |          | 6207/? [47:38<00:00,  2.17it/s]
Epoch 0: |          | 6207/? [47:38<00:00,  2.17it/s]
Epoch 0: |          | 6208/? [47:38<00:00,  2.17it/s]
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Epoch 0: |          | 6209/? [47:39<00:00,  2.17it/s]
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Epoch 0: |          | 6210/? [47:39<00:00,  2.17it/s]
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Epoch 0: |          | 6211/? [47:40<00:00,  2.17it/s]
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Epoch 0: |          | 6212/? [47:40<00:00,  2.17it/s]
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Epoch 0: |          | 6213/? [47:40<00:00,  2.17it/s]
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Epoch 0: |          | 6214/? [47:41<00:00,  2.17it/s]
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Epoch 0: |          | 6215/? [47:41<00:00,  2.17it/s]
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Epoch 0: |          | 6216/? [47:41<00:00,  2.17it/s]
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Epoch 0: |          | 6219/? [47:43<00:00,  2.17it/s]
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Epoch 0: |          | 6220/? [47:43<00:00,  2.17it/s]
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Epoch 0: |          | 6221/? [47:43<00:00,  2.17it/s]
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Epoch 0: |          | 6222/? [47:44<00:00,  2.17it/s]
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Epoch 0: |          | 6223/? [47:44<00:00,  2.17it/s]
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Epoch 0: |          | 6224/? [47:44<00:00,  2.17it/s]
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Epoch 0: |          | 6225/? [47:45<00:00,  2.17it/s]
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Epoch 0: |          | 6226/? [47:45<00:00,  2.17it/s]
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Epoch 0: |          | 6228/? [47:46<00:00,  2.17it/s]
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Epoch 0: |          | 6229/? [47:46<00:00,  2.17it/s]
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Epoch 0: |          | 6230/? [47:47<00:00,  2.17it/s]
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Epoch 0: |          | 6231/? [47:47<00:00,  2.17it/s]
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Epoch 0: |          | 6232/? [47:47<00:00,  2.17it/s]
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Epoch 0: |          | 6233/? [47:48<00:00,  2.17it/s]
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Epoch 0: |          | 6234/? [47:48<00:00,  2.17it/s]
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Epoch 0: |          | 6365/? [48:37<00:00,  2.18it/s]
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Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  9.92it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.38it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.39it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.28it/s]

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Epoch 0: |          | 6435/? [49:04<00:00,  2.19it/s]
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Epoch 0: |          | 6491/? [49:25<00:00,  2.19it/s]
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Epoch 0: |          | 6500/? [49:28<00:00,  2.19it/s]
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Epoch 0: |          | 6501/? [49:28<00:00,  2.19it/s]
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Epoch 0: |          | 6502/? [49:29<00:00,  2.19it/s]
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Epoch 0: |          | 6512/? [49:32<00:00,  2.19it/s]
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Epoch 0: |          | 6513/? [49:33<00:00,  2.19it/s]
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Epoch 0: |          | 6514/? [49:33<00:00,  2.19it/s]
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Epoch 0: |          | 6515/? [49:34<00:00,  2.19it/s]
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Epoch 0: |          | 6531/? [49:39<00:00,  2.19it/s]
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Epoch 0: |          | 6570/? [49:53<00:00,  2.19it/s]
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Epoch 0: |          | 6571/? [49:54<00:00,  2.19it/s]
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Epoch 0: |          | 6576/? [49:56<00:00,  2.19it/s]
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Epoch 0: |          | 6599/? [50:04<00:00,  2.20it/s]
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Epoch 0: |          | 6600/? [50:04<00:00,  2.20it/s]
Epoch 0: |          | 6600/? [50:04<00:00,  2.20it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.16it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.71it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.54it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.34it/s]

Epoch 0: |          | 6600/? [50:05<00:00,  2.20it/s]
Epoch 0: |          | 6601/? [50:05<00:00,  2.20it/s]
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Epoch 0: |          | 6611/? [50:09<00:00,  2.20it/s]
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Epoch 0: |          | 6613/? [50:10<00:00,  2.20it/s]
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Epoch 0: |          | 6614/? [50:10<00:00,  2.20it/s]
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Epoch 0: |          | 6615/? [50:11<00:00,  2.20it/s]
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Epoch 0: |          | 6616/? [50:11<00:00,  2.20it/s]
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Epoch 0: |          | 6617/? [50:11<00:00,  2.20it/s]
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Epoch 0: |          | 6618/? [50:12<00:00,  2.20it/s]
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Epoch 0: |          | 6619/? [50:12<00:00,  2.20it/s]
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Epoch 0: |          | 6620/? [50:12<00:00,  2.20it/s]
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Epoch 0: |          | 6621/? [50:13<00:00,  2.20it/s]
Epoch 0: |          | 6621/? [50:13<00:00,  2.20it/s]
Epoch 0: |          | 6622/? [50:13<00:00,  2.20it/s]
Epoch 0: |          | 6622/? [50:13<00:00,  2.20it/s]
Epoch 0: |          | 6623/? [50:14<00:00,  2.20it/s]
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Epoch 0: |          | 6624/? [50:14<00:00,  2.20it/s]
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Epoch 0: |          | 6625/? [50:14<00:00,  2.20it/s]
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Epoch 0: |          | 6626/? [50:15<00:00,  2.20it/s]
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Epoch 0: |          | 6627/? [50:15<00:00,  2.20it/s]
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Epoch 0: |          | 6628/? [50:15<00:00,  2.20it/s]
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Epoch 0: |          | 6629/? [50:16<00:00,  2.20it/s]
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Epoch 0: |          | 6630/? [50:16<00:00,  2.20it/s]
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Epoch 0: |          | 6631/? [50:17<00:00,  2.20it/s]
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Epoch 0: |          | 6632/? [50:17<00:00,  2.20it/s]
Epoch 0: |          | 6632/? [50:17<00:00,  2.20it/s]
Epoch 0: |          | 6633/? [50:17<00:00,  2.20it/s]
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Epoch 0: |          | 6634/? [50:18<00:00,  2.20it/s]
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Epoch 0: |          | 6635/? [50:18<00:00,  2.20it/s]
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Epoch 0: |          | 6636/? [50:18<00:00,  2.20it/s]
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Epoch 0: |          | 6637/? [50:19<00:00,  2.20it/s]
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Epoch 0: |          | 6638/? [50:19<00:00,  2.20it/s]
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Epoch 0: |          | 6639/? [50:19<00:00,  2.20it/s]
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Epoch 0: |          | 6640/? [50:20<00:00,  2.20it/s]
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Epoch 0: |          | 6641/? [50:20<00:00,  2.20it/s]
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Epoch 0: |          | 6643/? [50:21<00:00,  2.20it/s]
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Epoch 0: |          | 6644/? [50:21<00:00,  2.20it/s]
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Epoch 0: |          | 6645/? [50:22<00:00,  2.20it/s]
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Epoch 0: |          | 6646/? [50:22<00:00,  2.20it/s]
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Epoch 0: |          | 6648/? [50:23<00:00,  2.20it/s]
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Epoch 0: |          | 6650/? [50:23<00:00,  2.20it/s]
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Epoch 0: |          | 6651/? [50:24<00:00,  2.20it/s]
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Epoch 0: |          | 6652/? [50:24<00:00,  2.20it/s]
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Epoch 0: |          | 6653/? [50:25<00:00,  2.20it/s]
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Epoch 0: |          | 6654/? [50:25<00:00,  2.20it/s]
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Epoch 0: |          | 6655/? [50:25<00:00,  2.20it/s]
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Epoch 0: |          | 6656/? [50:26<00:00,  2.20it/s]
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Epoch 0: |          | 6657/? [50:26<00:00,  2.20it/s]
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Epoch 0: |          | 6658/? [50:27<00:00,  2.20it/s]
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Epoch 0: |          | 6659/? [50:27<00:00,  2.20it/s]
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Epoch 0: |          | 6660/? [50:27<00:00,  2.20it/s]
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Epoch 0: |          | 6661/? [50:28<00:00,  2.20it/s]
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Epoch 0: |          | 6664/? [50:29<00:00,  2.20it/s]
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Epoch 0: |          | 6665/? [50:29<00:00,  2.20it/s]
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Epoch 0: |          | 6666/? [50:29<00:00,  2.20it/s]
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Epoch 0: |          | 6667/? [50:30<00:00,  2.20it/s]
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Epoch 0: |          | 6711/? [50:46<00:00,  2.20it/s]
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Epoch 0: |          | 6713/? [50:46<00:00,  2.20it/s]
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Epoch 0: |          | 6715/? [50:47<00:00,  2.20it/s]
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Epoch 0: |          | 6721/? [50:49<00:00,  2.20it/s]
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Epoch 0: |          | 6730/? [50:52<00:00,  2.20it/s]
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Epoch 0: |          | 6731/? [50:53<00:00,  2.20it/s]
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Epoch 0: |          | 6732/? [50:53<00:00,  2.20it/s]
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Epoch 0: |          | 6735/? [50:54<00:00,  2.20it/s]
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Epoch 0: |          | 6738/? [50:55<00:00,  2.20it/s]
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Epoch 0: |          | 6739/? [50:56<00:00,  2.21it/s]
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Epoch 0: |          | 6740/? [50:56<00:00,  2.21it/s]
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Epoch 0: |          | 6768/? [51:06<00:00,  2.21it/s]
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Epoch 0: |          | 6769/? [51:06<00:00,  2.21it/s]
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Epoch 0: |          | 6770/? [51:07<00:00,  2.21it/s]
Epoch 0: |          | 6770/? [51:07<00:00,  2.21it/s]
Epoch 0: |          | 6771/? [51:07<00:00,  2.21it/s]
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Epoch 0: |          | 6772/? [51:07<00:00,  2.21it/s]
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Epoch 0: |          | 6773/? [51:08<00:00,  2.21it/s]
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Epoch 0: |          | 6776/? [51:09<00:00,  2.21it/s]
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Epoch 0: |          | 6777/? [51:09<00:00,  2.21it/s]
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Epoch 0: |          | 6778/? [51:09<00:00,  2.21it/s]
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Epoch 0: |          | 6779/? [51:10<00:00,  2.21it/s]
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Epoch 0: |          | 6780/? [51:10<00:00,  2.21it/s]
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Epoch 0: |          | 6781/? [51:11<00:00,  2.21it/s]
Epoch 0: |          | 6781/? [51:11<00:00,  2.21it/s]
Epoch 0: |          | 6782/? [51:11<00:00,  2.21it/s]
Epoch 0: |          | 6782/? [51:11<00:00,  2.21it/s]
Epoch 0: |          | 6783/? [51:11<00:00,  2.21it/s]
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Epoch 0: |          | 6784/? [51:12<00:00,  2.21it/s]
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Epoch 0: |          | 6785/? [51:12<00:00,  2.21it/s]
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Epoch 0: |          | 6786/? [51:12<00:00,  2.21it/s]
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Epoch 0: |          | 6787/? [51:13<00:00,  2.21it/s]
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Epoch 0: |          | 6788/? [51:13<00:00,  2.21it/s]
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Epoch 0: |          | 6789/? [51:14<00:00,  2.21it/s]
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Epoch 0: |          | 6790/? [51:14<00:00,  2.21it/s]
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Epoch 0: |          | 6791/? [51:14<00:00,  2.21it/s]
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Epoch 0: |          | 6792/? [51:15<00:00,  2.21it/s]
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Epoch 0: |          | 6795/? [51:16<00:00,  2.21it/s]
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Epoch 0: |          | 6796/? [51:16<00:00,  2.21it/s]
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Epoch 0: |          | 6798/? [51:17<00:00,  2.21it/s]
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Epoch 0: |          | 6799/? [51:17<00:00,  2.21it/s]
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Epoch 0: |          | 6800/? [51:17<00:00,  2.21it/s]
Epoch 0: |          | 6800/? [51:17<00:00,  2.21it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.38it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.90it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.71it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.52it/s]

Epoch 0: |          | 6800/? [51:18<00:00,  2.21it/s]
Epoch 0: |          | 6801/? [51:18<00:00,  2.21it/s]
Epoch 0: |          | 6801/? [51:18<00:00,  2.21it/s]
Epoch 0: |          | 6802/? [51:19<00:00,  2.21it/s]
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Epoch 0: |          | 6803/? [51:19<00:00,  2.21it/s]
Epoch 0: |          | 6803/? [51:19<00:00,  2.21it/s]
Epoch 0: |          | 6804/? [51:19<00:00,  2.21it/s]
Epoch 0: |          | 6804/? [51:19<00:00,  2.21it/s]
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Epoch 0: |          | 6807/? [51:20<00:00,  2.21it/s]
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Epoch 0: |          | 6808/? [51:21<00:00,  2.21it/s]
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Epoch 0: |          | 6809/? [51:21<00:00,  2.21it/s]
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Epoch 0: |          | 6810/? [51:21<00:00,  2.21it/s]
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Epoch 0: |          | 6811/? [51:22<00:00,  2.21it/s]
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Epoch 0: |          | 6812/? [51:22<00:00,  2.21it/s]
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Epoch 0: |          | 6813/? [51:23<00:00,  2.21it/s]
Epoch 0: |          | 6813/? [51:23<00:00,  2.21it/s]
Epoch 0: |          | 6814/? [51:23<00:00,  2.21it/s]
Epoch 0: |          | 6814/? [51:23<00:00,  2.21it/s]
Epoch 0: |          | 6815/? [51:23<00:00,  2.21it/s]
Epoch 0: |          | 6815/? [51:23<00:00,  2.21it/s]
Epoch 0: |          | 6816/? [51:24<00:00,  2.21it/s]
Epoch 0: |          | 6816/? [51:24<00:00,  2.21it/s]
Epoch 0: |          | 6817/? [51:24<00:00,  2.21it/s]
Epoch 0: |          | 6817/? [51:24<00:00,  2.21it/s]
Epoch 0: |          | 6818/? [51:24<00:00,  2.21it/s]
Epoch 0: |          | 6818/? [51:24<00:00,  2.21it/s]
Epoch 0: |          | 6819/? [51:25<00:00,  2.21it/s]
Epoch 0: |          | 6819/? [51:25<00:00,  2.21it/s]
Epoch 0: |          | 6820/? [51:25<00:00,  2.21it/s]
Epoch 0: |          | 6820/? [51:25<00:00,  2.21it/s]
Epoch 0: |          | 6821/? [51:26<00:00,  2.21it/s]
Epoch 0: |          | 6821/? [51:26<00:00,  2.21it/s]
Epoch 0: |          | 6822/? [51:26<00:00,  2.21it/s]
Epoch 0: |          | 6822/? [51:26<00:00,  2.21it/s]
Epoch 0: |          | 6823/? [51:26<00:00,  2.21it/s]
Epoch 0: |          | 6823/? [51:26<00:00,  2.21it/s]
Epoch 0: |          | 6824/? [51:27<00:00,  2.21it/s]
Epoch 0: |          | 6824/? [51:27<00:00,  2.21it/s]
Epoch 0: |          | 6825/? [51:27<00:00,  2.21it/s]
Epoch 0: |          | 6825/? [51:27<00:00,  2.21it/s]
Epoch 0: |          | 6826/? [51:27<00:00,  2.21it/s]
Epoch 0: |          | 6826/? [51:27<00:00,  2.21it/s]
Epoch 0: |          | 6827/? [51:28<00:00,  2.21it/s]
Epoch 0: |          | 6827/? [51:28<00:00,  2.21it/s]
Epoch 0: |          | 6828/? [51:28<00:00,  2.21it/s]
Epoch 0: |          | 6828/? [51:28<00:00,  2.21it/s]
Epoch 0: |          | 6829/? [51:28<00:00,  2.21it/s]
Epoch 0: |          | 6829/? [51:28<00:00,  2.21it/s]
Epoch 0: |          | 6830/? [51:29<00:00,  2.21it/s]
Epoch 0: |          | 6830/? [51:29<00:00,  2.21it/s]
Epoch 0: |          | 6831/? [51:29<00:00,  2.21it/s]
Epoch 0: |          | 6831/? [51:29<00:00,  2.21it/s]
Epoch 0: |          | 6832/? [51:29<00:00,  2.21it/s]
Epoch 0: |          | 6832/? [51:29<00:00,  2.21it/s]
Epoch 0: |          | 6833/? [51:30<00:00,  2.21it/s]
Epoch 0: |          | 6833/? [51:30<00:00,  2.21it/s]
Epoch 0: |          | 6834/? [51:30<00:00,  2.21it/s]
Epoch 0: |          | 6834/? [51:30<00:00,  2.21it/s]
Epoch 0: |          | 6835/? [51:30<00:00,  2.21it/s]
Epoch 0: |          | 6835/? [51:30<00:00,  2.21it/s]
Epoch 0: |          | 6836/? [51:31<00:00,  2.21it/s]
Epoch 0: |          | 6836/? [51:31<00:00,  2.21it/s]
Epoch 0: |          | 6837/? [51:31<00:00,  2.21it/s]
Epoch 0: |          | 6837/? [51:31<00:00,  2.21it/s]
Epoch 0: |          | 6838/? [51:32<00:00,  2.21it/s]
Epoch 0: |          | 6838/? [51:32<00:00,  2.21it/s]
Epoch 0: |          | 6839/? [51:32<00:00,  2.21it/s]
Epoch 0: |          | 6839/? [51:32<00:00,  2.21it/s]
Epoch 0: |          | 6840/? [51:32<00:00,  2.21it/s]
Epoch 0: |          | 6840/? [51:32<00:00,  2.21it/s]
Epoch 0: |          | 6841/? [51:33<00:00,  2.21it/s]
Epoch 0: |          | 6841/? [51:33<00:00,  2.21it/s]
Epoch 0: |          | 6842/? [51:33<00:00,  2.21it/s]
Epoch 0: |          | 6842/? [51:33<00:00,  2.21it/s]
Epoch 0: |          | 6843/? [51:33<00:00,  2.21it/s]
Epoch 0: |          | 6843/? [51:33<00:00,  2.21it/s]
Epoch 0: |          | 6844/? [51:34<00:00,  2.21it/s]
Epoch 0: |          | 6844/? [51:34<00:00,  2.21it/s]
Epoch 0: |          | 6845/? [51:34<00:00,  2.21it/s]
Epoch 0: |          | 6845/? [51:34<00:00,  2.21it/s]
Epoch 0: |          | 6846/? [51:34<00:00,  2.21it/s]
Epoch 0: |          | 6846/? [51:34<00:00,  2.21it/s]
Epoch 0: |          | 6847/? [51:35<00:00,  2.21it/s]
Epoch 0: |          | 6847/? [51:35<00:00,  2.21it/s]
Epoch 0: |          | 6848/? [51:35<00:00,  2.21it/s]
Epoch 0: |          | 6848/? [51:35<00:00,  2.21it/s]
Epoch 0: |          | 6849/? [51:35<00:00,  2.21it/s]
Epoch 0: |          | 6849/? [51:35<00:00,  2.21it/s]
Epoch 0: |          | 6850/? [51:36<00:00,  2.21it/s]
Epoch 0: |          | 6850/? [51:36<00:00,  2.21it/s]
Epoch 0: |          | 6851/? [51:36<00:00,  2.21it/s]
Epoch 0: |          | 6851/? [51:36<00:00,  2.21it/s]
Epoch 0: |          | 6852/? [51:37<00:00,  2.21it/s]
Epoch 0: |          | 6852/? [51:37<00:00,  2.21it/s]
Epoch 0: |          | 6853/? [51:37<00:00,  2.21it/s]
Epoch 0: |          | 6853/? [51:37<00:00,  2.21it/s]
Epoch 0: |          | 6854/? [51:37<00:00,  2.21it/s]
Epoch 0: |          | 6854/? [51:37<00:00,  2.21it/s]
Epoch 0: |          | 6855/? [51:38<00:00,  2.21it/s]
Epoch 0: |          | 6855/? [51:38<00:00,  2.21it/s]
Epoch 0: |          | 6856/? [51:38<00:00,  2.21it/s]
Epoch 0: |          | 6856/? [51:38<00:00,  2.21it/s]
Epoch 0: |          | 6857/? [51:38<00:00,  2.21it/s]
Epoch 0: |          | 6857/? [51:38<00:00,  2.21it/s]
Epoch 0: |          | 6858/? [51:39<00:00,  2.21it/s]
Epoch 0: |          | 6858/? [51:39<00:00,  2.21it/s]
Epoch 0: |          | 6859/? [51:39<00:00,  2.21it/s]
Epoch 0: |          | 6859/? [51:39<00:00,  2.21it/s]
Epoch 0: |          | 6860/? [51:39<00:00,  2.21it/s]
Epoch 0: |          | 6860/? [51:39<00:00,  2.21it/s]
Epoch 0: |          | 6861/? [51:40<00:00,  2.21it/s]
Epoch 0: |          | 6861/? [51:40<00:00,  2.21it/s]
Epoch 0: |          | 6862/? [51:40<00:00,  2.21it/s]
Epoch 0: |          | 6862/? [51:40<00:00,  2.21it/s]
Epoch 0: |          | 6863/? [51:40<00:00,  2.21it/s]
Epoch 0: |          | 6863/? [51:40<00:00,  2.21it/s]
Epoch 0: |          | 6864/? [51:41<00:00,  2.21it/s]
Epoch 0: |          | 6864/? [51:41<00:00,  2.21it/s]
Epoch 0: |          | 6865/? [51:41<00:00,  2.21it/s]
Epoch 0: |          | 6865/? [51:41<00:00,  2.21it/s]
Epoch 0: |          | 6866/? [51:41<00:00,  2.21it/s]
Epoch 0: |          | 6866/? [51:41<00:00,  2.21it/s]
Epoch 0: |          | 6867/? [51:42<00:00,  2.21it/s]
Epoch 0: |          | 6867/? [51:42<00:00,  2.21it/s]
Epoch 0: |          | 6868/? [51:42<00:00,  2.21it/s]
Epoch 0: |          | 6868/? [51:42<00:00,  2.21it/s]
Epoch 0: |          | 6869/? [51:43<00:00,  2.21it/s]
Epoch 0: |          | 6869/? [51:43<00:00,  2.21it/s]
Epoch 0: |          | 6870/? [51:43<00:00,  2.21it/s]
Epoch 0: |          | 6870/? [51:43<00:00,  2.21it/s]
Epoch 0: |          | 6871/? [51:43<00:00,  2.21it/s]
Epoch 0: |          | 6871/? [51:43<00:00,  2.21it/s]
Epoch 0: |          | 6872/? [51:44<00:00,  2.21it/s]
Epoch 0: |          | 6872/? [51:44<00:00,  2.21it/s]
Epoch 0: |          | 6873/? [51:44<00:00,  2.21it/s]
Epoch 0: |          | 6873/? [51:44<00:00,  2.21it/s]
Epoch 0: |          | 6874/? [51:44<00:00,  2.21it/s]
Epoch 0: |          | 6874/? [51:44<00:00,  2.21it/s]
Epoch 0: |          | 6875/? [51:45<00:00,  2.21it/s]
Epoch 0: |          | 6875/? [51:45<00:00,  2.21it/s]
Epoch 0: |          | 6876/? [51:45<00:00,  2.21it/s]
Epoch 0: |          | 6876/? [51:45<00:00,  2.21it/s]
Epoch 0: |          | 6877/? [51:45<00:00,  2.21it/s]
Epoch 0: |          | 6877/? [51:45<00:00,  2.21it/s]
Epoch 0: |          | 6878/? [51:46<00:00,  2.21it/s]
Epoch 0: |          | 6878/? [51:46<00:00,  2.21it/s]
Epoch 0: |          | 6879/? [51:46<00:00,  2.21it/s]
Epoch 0: |          | 6879/? [51:46<00:00,  2.21it/s]
Epoch 0: |          | 6880/? [51:46<00:00,  2.21it/s]
Epoch 0: |          | 6880/? [51:46<00:00,  2.21it/s]
Epoch 0: |          | 6881/? [51:47<00:00,  2.21it/s]
Epoch 0: |          | 6881/? [51:47<00:00,  2.21it/s]
Epoch 0: |          | 6882/? [51:47<00:00,  2.21it/s]
Epoch 0: |          | 6882/? [51:47<00:00,  2.21it/s]
Epoch 0: |          | 6883/? [51:48<00:00,  2.21it/s]
Epoch 0: |          | 6883/? [51:48<00:00,  2.21it/s]
Epoch 0: |          | 6884/? [51:48<00:00,  2.21it/s]
Epoch 0: |          | 6884/? [51:48<00:00,  2.21it/s]
Epoch 0: |          | 6885/? [51:48<00:00,  2.21it/s]
Epoch 0: |          | 6885/? [51:48<00:00,  2.21it/s]
Epoch 0: |          | 6886/? [51:49<00:00,  2.21it/s]
Epoch 0: |          | 6886/? [51:49<00:00,  2.21it/s]
Epoch 0: |          | 6887/? [51:49<00:00,  2.21it/s]
Epoch 0: |          | 6887/? [51:49<00:00,  2.21it/s]
Epoch 0: |          | 6888/? [51:49<00:00,  2.21it/s]
Epoch 0: |          | 6888/? [51:49<00:00,  2.21it/s]
Epoch 0: |          | 6889/? [51:50<00:00,  2.21it/s]
Epoch 0: |          | 6889/? [51:50<00:00,  2.21it/s]
Epoch 0: |          | 6890/? [51:50<00:00,  2.22it/s]
Epoch 0: |          | 6890/? [51:50<00:00,  2.22it/s]
Epoch 0: |          | 6891/? [51:50<00:00,  2.22it/s]
Epoch 0: |          | 6891/? [51:50<00:00,  2.22it/s]
Epoch 0: |          | 6892/? [51:51<00:00,  2.22it/s]
Epoch 0: |          | 6892/? [51:51<00:00,  2.22it/s]
Epoch 0: |          | 6893/? [51:51<00:00,  2.22it/s]
Epoch 0: |          | 6893/? [51:51<00:00,  2.22it/s]
Epoch 0: |          | 6894/? [51:51<00:00,  2.22it/s]
Epoch 0: |          | 6894/? [51:51<00:00,  2.22it/s]
Epoch 0: |          | 6895/? [51:52<00:00,  2.22it/s]
Epoch 0: |          | 6895/? [51:52<00:00,  2.22it/s]
Epoch 0: |          | 6896/? [51:52<00:00,  2.22it/s]
Epoch 0: |          | 6896/? [51:52<00:00,  2.22it/s]
Epoch 0: |          | 6897/? [51:53<00:00,  2.22it/s]
Epoch 0: |          | 6897/? [51:53<00:00,  2.22it/s]
Epoch 0: |          | 6898/? [51:53<00:00,  2.22it/s]
Epoch 0: |          | 6898/? [51:53<00:00,  2.22it/s]
Epoch 0: |          | 6899/? [51:53<00:00,  2.22it/s]
Epoch 0: |          | 6899/? [51:53<00:00,  2.22it/s]
Epoch 0: |          | 6900/? [51:54<00:00,  2.22it/s]
Epoch 0: |          | 6900/? [51:54<00:00,  2.22it/s]
Epoch 0: |          | 6901/? [51:54<00:00,  2.22it/s]
Epoch 0: |          | 6901/? [51:54<00:00,  2.22it/s]
Epoch 0: |          | 6902/? [51:54<00:00,  2.22it/s]
Epoch 0: |          | 6902/? [51:54<00:00,  2.22it/s]
Epoch 0: |          | 6903/? [51:55<00:00,  2.22it/s]
Epoch 0: |          | 6903/? [51:55<00:00,  2.22it/s]
Epoch 0: |          | 6904/? [51:55<00:00,  2.22it/s]
Epoch 0: |          | 6904/? [51:55<00:00,  2.22it/s]
Epoch 0: |          | 6905/? [51:56<00:00,  2.22it/s]
Epoch 0: |          | 6905/? [51:56<00:00,  2.22it/s]
Epoch 0: |          | 6906/? [51:56<00:00,  2.22it/s]
Epoch 0: |          | 6906/? [51:56<00:00,  2.22it/s]
Epoch 0: |          | 6907/? [51:56<00:00,  2.22it/s]
Epoch 0: |          | 6907/? [51:56<00:00,  2.22it/s]
Epoch 0: |          | 6908/? [51:57<00:00,  2.22it/s]
Epoch 0: |          | 6908/? [51:57<00:00,  2.22it/s]
Epoch 0: |          | 6909/? [51:57<00:00,  2.22it/s]
Epoch 0: |          | 6909/? [51:57<00:00,  2.22it/s]
Epoch 0: |          | 6910/? [51:57<00:00,  2.22it/s]
Epoch 0: |          | 6910/? [51:57<00:00,  2.22it/s]
Epoch 0: |          | 6911/? [51:58<00:00,  2.22it/s]
Epoch 0: |          | 6911/? [51:58<00:00,  2.22it/s]
Epoch 0: |          | 6912/? [51:58<00:00,  2.22it/s]
Epoch 0: |          | 6912/? [51:58<00:00,  2.22it/s]
Epoch 0: |          | 6913/? [51:58<00:00,  2.22it/s]
Epoch 0: |          | 6913/? [51:58<00:00,  2.22it/s]
Epoch 0: |          | 6914/? [51:59<00:00,  2.22it/s]
Epoch 0: |          | 6914/? [51:59<00:00,  2.22it/s]
Epoch 0: |          | 6915/? [51:59<00:00,  2.22it/s]
Epoch 0: |          | 6915/? [51:59<00:00,  2.22it/s]
Epoch 0: |          | 6916/? [51:59<00:00,  2.22it/s]
Epoch 0: |          | 6916/? [51:59<00:00,  2.22it/s]
Epoch 0: |          | 6917/? [52:00<00:00,  2.22it/s]
Epoch 0: |          | 6917/? [52:00<00:00,  2.22it/s]
Epoch 0: |          | 6918/? [52:00<00:00,  2.22it/s]
Epoch 0: |          | 6918/? [52:00<00:00,  2.22it/s]
Epoch 0: |          | 6919/? [52:01<00:00,  2.22it/s]
Epoch 0: |          | 6919/? [52:01<00:00,  2.22it/s]
Epoch 0: |          | 6920/? [52:01<00:00,  2.22it/s]
Epoch 0: |          | 6920/? [52:01<00:00,  2.22it/s]
Epoch 0: |          | 6921/? [52:01<00:00,  2.22it/s]
Epoch 0: |          | 6921/? [52:01<00:00,  2.22it/s]
Epoch 0: |          | 6922/? [52:02<00:00,  2.22it/s]
Epoch 0: |          | 6922/? [52:02<00:00,  2.22it/s]
Epoch 0: |          | 6923/? [52:02<00:00,  2.22it/s]
Epoch 0: |          | 6923/? [52:02<00:00,  2.22it/s]
Epoch 0: |          | 6924/? [52:02<00:00,  2.22it/s]
Epoch 0: |          | 6924/? [52:02<00:00,  2.22it/s]
Epoch 0: |          | 6925/? [52:03<00:00,  2.22it/s]
Epoch 0: |          | 6925/? [52:03<00:00,  2.22it/s]
Epoch 0: |          | 6926/? [52:03<00:00,  2.22it/s]
Epoch 0: |          | 6926/? [52:03<00:00,  2.22it/s]
Epoch 0: |          | 6927/? [52:03<00:00,  2.22it/s]
Epoch 0: |          | 6927/? [52:03<00:00,  2.22it/s]
Epoch 0: |          | 6928/? [52:04<00:00,  2.22it/s]
Epoch 0: |          | 6928/? [52:04<00:00,  2.22it/s]
Epoch 0: |          | 6929/? [52:04<00:00,  2.22it/s]
Epoch 0: |          | 6929/? [52:04<00:00,  2.22it/s]
Epoch 0: |          | 6930/? [52:04<00:00,  2.22it/s]
Epoch 0: |          | 6930/? [52:04<00:00,  2.22it/s]
Epoch 0: |          | 6931/? [52:05<00:00,  2.22it/s]
Epoch 0: |          | 6931/? [52:05<00:00,  2.22it/s]
Epoch 0: |          | 6932/? [52:05<00:00,  2.22it/s]
Epoch 0: |          | 6932/? [52:05<00:00,  2.22it/s]
Epoch 0: |          | 6933/? [52:06<00:00,  2.22it/s]
Epoch 0: |          | 6933/? [52:06<00:00,  2.22it/s]
Epoch 0: |          | 6934/? [52:06<00:00,  2.22it/s]
Epoch 0: |          | 6934/? [52:06<00:00,  2.22it/s]
Epoch 0: |          | 6935/? [52:06<00:00,  2.22it/s]
Epoch 0: |          | 6935/? [52:06<00:00,  2.22it/s]
Epoch 0: |          | 6936/? [52:07<00:00,  2.22it/s]
Epoch 0: |          | 6936/? [52:07<00:00,  2.22it/s]
Epoch 0: |          | 6937/? [52:07<00:00,  2.22it/s]
Epoch 0: |          | 6937/? [52:07<00:00,  2.22it/s]
Epoch 0: |          | 6938/? [52:07<00:00,  2.22it/s]
Epoch 0: |          | 6938/? [52:07<00:00,  2.22it/s]
Epoch 0: |          | 6939/? [52:08<00:00,  2.22it/s]
Epoch 0: |          | 6939/? [52:08<00:00,  2.22it/s]
Epoch 0: |          | 6940/? [52:08<00:00,  2.22it/s]
Epoch 0: |          | 6940/? [52:08<00:00,  2.22it/s]
Epoch 0: |          | 6941/? [52:08<00:00,  2.22it/s]
Epoch 0: |          | 6941/? [52:08<00:00,  2.22it/s]
Epoch 0: |          | 6942/? [52:09<00:00,  2.22it/s]
Epoch 0: |          | 6942/? [52:09<00:00,  2.22it/s]
Epoch 0: |          | 6943/? [52:09<00:00,  2.22it/s]
Epoch 0: |          | 6943/? [52:09<00:00,  2.22it/s]
Epoch 0: |          | 6944/? [52:09<00:00,  2.22it/s]
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Epoch 0: |          | 6947/? [52:11<00:00,  2.22it/s]
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Epoch 0: |          | 6948/? [52:11<00:00,  2.22it/s]
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Epoch 0: |          | 6949/? [52:11<00:00,  2.22it/s]
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Epoch 0: |          | 6950/? [52:12<00:00,  2.22it/s]
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Epoch 0: |          | 6951/? [52:12<00:00,  2.22it/s]
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Epoch 0: |          | 6952/? [52:12<00:00,  2.22it/s]
Epoch 0: |          | 6952/? [52:12<00:00,  2.22it/s]
Epoch 0: |          | 6953/? [52:13<00:00,  2.22it/s]
Epoch 0: |          | 6953/? [52:13<00:00,  2.22it/s]
Epoch 0: |          | 6954/? [52:13<00:00,  2.22it/s]
Epoch 0: |          | 6954/? [52:13<00:00,  2.22it/s]
Epoch 0: |          | 6955/? [52:13<00:00,  2.22it/s]
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Epoch 0: |          | 6956/? [52:14<00:00,  2.22it/s]
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Epoch 0: |          | 6957/? [52:14<00:00,  2.22it/s]
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Epoch 0: |          | 6958/? [52:14<00:00,  2.22it/s]
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Epoch 0: |          | 6959/? [52:15<00:00,  2.22it/s]
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Epoch 0: |          | 6960/? [52:15<00:00,  2.22it/s]
Epoch 0: |          | 6960/? [52:15<00:00,  2.22it/s]
Epoch 0: |          | 6961/? [52:15<00:00,  2.22it/s]
Epoch 0: |          | 6961/? [52:15<00:00,  2.22it/s]
Epoch 0: |          | 6962/? [52:16<00:00,  2.22it/s]
Epoch 0: |          | 6962/? [52:16<00:00,  2.22it/s]
Epoch 0: |          | 6963/? [52:16<00:00,  2.22it/s]
Epoch 0: |          | 6963/? [52:16<00:00,  2.22it/s]
Epoch 0: |          | 6964/? [52:17<00:00,  2.22it/s]
Epoch 0: |          | 6964/? [52:17<00:00,  2.22it/s]
Epoch 0: |          | 6965/? [52:17<00:00,  2.22it/s]
Epoch 0: |          | 6965/? [52:17<00:00,  2.22it/s]
Epoch 0: |          | 6966/? [52:17<00:00,  2.22it/s]
Epoch 0: |          | 6966/? [52:17<00:00,  2.22it/s]
Epoch 0: |          | 6967/? [52:18<00:00,  2.22it/s]
Epoch 0: |          | 6967/? [52:18<00:00,  2.22it/s]
Epoch 0: |          | 6968/? [52:18<00:00,  2.22it/s]
Epoch 0: |          | 6968/? [52:18<00:00,  2.22it/s]
Epoch 0: |          | 6969/? [52:18<00:00,  2.22it/s]
Epoch 0: |          | 6969/? [52:18<00:00,  2.22it/s]
Epoch 0: |          | 6970/? [52:19<00:00,  2.22it/s]
Epoch 0: |          | 6970/? [52:19<00:00,  2.22it/s]
Epoch 0: |          | 6971/? [52:19<00:00,  2.22it/s]
Epoch 0: |          | 6971/? [52:19<00:00,  2.22it/s]
Epoch 0: |          | 6972/? [52:19<00:00,  2.22it/s]
Epoch 0: |          | 6972/? [52:19<00:00,  2.22it/s]
Epoch 0: |          | 6973/? [52:20<00:00,  2.22it/s]
Epoch 0: |          | 6973/? [52:20<00:00,  2.22it/s]
Epoch 0: |          | 6974/? [52:20<00:00,  2.22it/s]
Epoch 0: |          | 6974/? [52:20<00:00,  2.22it/s]
Epoch 0: |          | 6975/? [52:20<00:00,  2.22it/s]
Epoch 0: |          | 6975/? [52:20<00:00,  2.22it/s]
Epoch 0: |          | 6976/? [52:21<00:00,  2.22it/s]
Epoch 0: |          | 6976/? [52:21<00:00,  2.22it/s]
Epoch 0: |          | 6977/? [52:21<00:00,  2.22it/s]
Epoch 0: |          | 6977/? [52:21<00:00,  2.22it/s]
Epoch 0: |          | 6978/? [52:22<00:00,  2.22it/s]
Epoch 0: |          | 6978/? [52:22<00:00,  2.22it/s]
Epoch 0: |          | 6979/? [52:22<00:00,  2.22it/s]
Epoch 0: |          | 6979/? [52:22<00:00,  2.22it/s]
Epoch 0: |          | 6980/? [52:22<00:00,  2.22it/s]
Epoch 0: |          | 6980/? [52:22<00:00,  2.22it/s]
Epoch 0: |          | 6981/? [52:23<00:00,  2.22it/s]
Epoch 0: |          | 6981/? [52:23<00:00,  2.22it/s]
Epoch 0: |          | 6982/? [52:23<00:00,  2.22it/s]
Epoch 0: |          | 6982/? [52:23<00:00,  2.22it/s]
Epoch 0: |          | 6983/? [52:23<00:00,  2.22it/s]
Epoch 0: |          | 6983/? [52:23<00:00,  2.22it/s]
Epoch 0: |          | 6984/? [52:24<00:00,  2.22it/s]
Epoch 0: |          | 6984/? [52:24<00:00,  2.22it/s]
Epoch 0: |          | 6985/? [52:24<00:00,  2.22it/s]
Epoch 0: |          | 6985/? [52:24<00:00,  2.22it/s]
Epoch 0: |          | 6986/? [52:24<00:00,  2.22it/s]
Epoch 0: |          | 6986/? [52:24<00:00,  2.22it/s]
Epoch 0: |          | 6987/? [52:25<00:00,  2.22it/s]
Epoch 0: |          | 6987/? [52:25<00:00,  2.22it/s]
Epoch 0: |          | 6988/? [52:25<00:00,  2.22it/s]
Epoch 0: |          | 6988/? [52:25<00:00,  2.22it/s]
Epoch 0: |          | 6989/? [52:25<00:00,  2.22it/s]
Epoch 0: |          | 6989/? [52:25<00:00,  2.22it/s]
Epoch 0: |          | 6990/? [52:26<00:00,  2.22it/s]
Epoch 0: |          | 6990/? [52:26<00:00,  2.22it/s]
Epoch 0: |          | 6991/? [52:26<00:00,  2.22it/s]
Epoch 0: |          | 6991/? [52:26<00:00,  2.22it/s]
Epoch 0: |          | 6992/? [52:26<00:00,  2.22it/s]
Epoch 0: |          | 6992/? [52:26<00:00,  2.22it/s]
Epoch 0: |          | 6993/? [52:27<00:00,  2.22it/s]
Epoch 0: |          | 6993/? [52:27<00:00,  2.22it/s]
Epoch 0: |          | 6994/? [52:27<00:00,  2.22it/s]
Epoch 0: |          | 6994/? [52:27<00:00,  2.22it/s]
Epoch 0: |          | 6995/? [52:28<00:00,  2.22it/s]
Epoch 0: |          | 6995/? [52:28<00:00,  2.22it/s]
Epoch 0: |          | 6996/? [52:28<00:00,  2.22it/s]
Epoch 0: |          | 6996/? [52:28<00:00,  2.22it/s]
Epoch 0: |          | 6997/? [52:28<00:00,  2.22it/s]
Epoch 0: |          | 6997/? [52:28<00:00,  2.22it/s]
Epoch 0: |          | 6998/? [52:29<00:00,  2.22it/s]
Epoch 0: |          | 6998/? [52:29<00:00,  2.22it/s]
Epoch 0: |          | 6999/? [52:29<00:00,  2.22it/s]
Epoch 0: |          | 6999/? [52:29<00:00,  2.22it/s]
Epoch 0: |          | 7000/? [52:29<00:00,  2.22it/s]
Epoch 0: |          | 7000/? [52:29<00:00,  2.22it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.52it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.80it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.70it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.65it/s]

Epoch 0: |          | 7000/? [52:30<00:00,  2.22it/s]
Epoch 0: |          | 7001/? [52:30<00:00,  2.22it/s]
Epoch 0: |          | 7001/? [52:30<00:00,  2.22it/s]
Epoch 0: |          | 7002/? [52:30<00:00,  2.22it/s]
Epoch 0: |          | 7002/? [52:31<00:00,  2.22it/s]
Epoch 0: |          | 7003/? [52:31<00:00,  2.22it/s]
Epoch 0: |          | 7003/? [52:31<00:00,  2.22it/s]
Epoch 0: |          | 7004/? [52:31<00:00,  2.22it/s]
Epoch 0: |          | 7004/? [52:31<00:00,  2.22it/s]
Epoch 0: |          | 7005/? [52:32<00:00,  2.22it/s]
Epoch 0: |          | 7005/? [52:32<00:00,  2.22it/s]
Epoch 0: |          | 7006/? [52:32<00:00,  2.22it/s]
Epoch 0: |          | 7006/? [52:32<00:00,  2.22it/s]
Epoch 0: |          | 7007/? [52:32<00:00,  2.22it/s]
Epoch 0: |          | 7007/? [52:32<00:00,  2.22it/s]
Epoch 0: |          | 7008/? [52:33<00:00,  2.22it/s]
Epoch 0: |          | 7008/? [52:33<00:00,  2.22it/s]
Epoch 0: |          | 7009/? [52:33<00:00,  2.22it/s]
Epoch 0: |          | 7009/? [52:33<00:00,  2.22it/s]
Epoch 0: |          | 7010/? [52:33<00:00,  2.22it/s]
Epoch 0: |          | 7010/? [52:33<00:00,  2.22it/s]
Epoch 0: |          | 7011/? [52:34<00:00,  2.22it/s]
Epoch 0: |          | 7011/? [52:34<00:00,  2.22it/s]
Epoch 0: |          | 7012/? [52:34<00:00,  2.22it/s]
Epoch 0: |          | 7012/? [52:34<00:00,  2.22it/s]
Epoch 0: |          | 7013/? [52:34<00:00,  2.22it/s]
Epoch 0: |          | 7013/? [52:34<00:00,  2.22it/s]
Epoch 0: |          | 7014/? [52:35<00:00,  2.22it/s]
Epoch 0: |          | 7014/? [52:35<00:00,  2.22it/s]
Epoch 0: |          | 7015/? [52:35<00:00,  2.22it/s]
Epoch 0: |          | 7015/? [52:35<00:00,  2.22it/s]
Epoch 0: |          | 7016/? [52:35<00:00,  2.22it/s]
Epoch 0: |          | 7016/? [52:35<00:00,  2.22it/s]
Epoch 0: |          | 7017/? [52:36<00:00,  2.22it/s]
Epoch 0: |          | 7017/? [52:36<00:00,  2.22it/s]
Epoch 0: |          | 7018/? [52:36<00:00,  2.22it/s]
Epoch 0: |          | 7018/? [52:36<00:00,  2.22it/s]
Epoch 0: |          | 7019/? [52:36<00:00,  2.22it/s]
Epoch 0: |          | 7019/? [52:36<00:00,  2.22it/s]
Epoch 0: |          | 7020/? [52:37<00:00,  2.22it/s]
Epoch 0: |          | 7020/? [52:37<00:00,  2.22it/s]
Epoch 0: |          | 7021/? [52:37<00:00,  2.22it/s]
Epoch 0: |          | 7021/? [52:37<00:00,  2.22it/s]
Epoch 0: |          | 7022/? [52:38<00:00,  2.22it/s]
Epoch 0: |          | 7022/? [52:38<00:00,  2.22it/s]
Epoch 0: |          | 7023/? [52:38<00:00,  2.22it/s]
Epoch 0: |          | 7023/? [52:38<00:00,  2.22it/s]
Epoch 0: |          | 7024/? [52:38<00:00,  2.22it/s]
Epoch 0: |          | 7024/? [52:38<00:00,  2.22it/s]
Epoch 0: |          | 7025/? [52:39<00:00,  2.22it/s]
Epoch 0: |          | 7025/? [52:39<00:00,  2.22it/s]
Epoch 0: |          | 7026/? [52:39<00:00,  2.22it/s]
Epoch 0: |          | 7026/? [52:39<00:00,  2.22it/s]
Epoch 0: |          | 7027/? [52:39<00:00,  2.22it/s]
Epoch 0: |          | 7027/? [52:39<00:00,  2.22it/s]
Epoch 0: |          | 7028/? [52:40<00:00,  2.22it/s]
Epoch 0: |          | 7028/? [52:40<00:00,  2.22it/s]
Epoch 0: |          | 7029/? [52:40<00:00,  2.22it/s]
Epoch 0: |          | 7029/? [52:40<00:00,  2.22it/s]
Epoch 0: |          | 7030/? [52:40<00:00,  2.22it/s]
Epoch 0: |          | 7030/? [52:40<00:00,  2.22it/s]
Epoch 0: |          | 7031/? [52:41<00:00,  2.22it/s]
Epoch 0: |          | 7031/? [52:41<00:00,  2.22it/s]
Epoch 0: |          | 7032/? [52:41<00:00,  2.22it/s]
Epoch 0: |          | 7032/? [52:41<00:00,  2.22it/s]
Epoch 0: |          | 7033/? [52:41<00:00,  2.22it/s]
Epoch 0: |          | 7033/? [52:41<00:00,  2.22it/s]
Epoch 0: |          | 7034/? [52:42<00:00,  2.22it/s]
Epoch 0: |          | 7034/? [52:42<00:00,  2.22it/s]
Epoch 0: |          | 7035/? [52:42<00:00,  2.22it/s]
Epoch 0: |          | 7035/? [52:42<00:00,  2.22it/s]
Epoch 0: |          | 7036/? [52:42<00:00,  2.22it/s]
Epoch 0: |          | 7036/? [52:42<00:00,  2.22it/s]
Epoch 0: |          | 7037/? [52:43<00:00,  2.22it/s]
Epoch 0: |          | 7037/? [52:43<00:00,  2.22it/s]
Epoch 0: |          | 7038/? [52:43<00:00,  2.22it/s]
Epoch 0: |          | 7038/? [52:43<00:00,  2.22it/s]
Epoch 0: |          | 7039/? [52:43<00:00,  2.22it/s]
Epoch 0: |          | 7039/? [52:43<00:00,  2.22it/s]
Epoch 0: |          | 7040/? [52:44<00:00,  2.22it/s]
Epoch 0: |          | 7040/? [52:44<00:00,  2.22it/s]
Epoch 0: |          | 7041/? [52:44<00:00,  2.22it/s]
Epoch 0: |          | 7041/? [52:44<00:00,  2.22it/s]
Epoch 0: |          | 7042/? [52:45<00:00,  2.22it/s]
Epoch 0: |          | 7042/? [52:45<00:00,  2.22it/s]
Epoch 0: |          | 7043/? [52:45<00:00,  2.22it/s]
Epoch 0: |          | 7043/? [52:45<00:00,  2.22it/s]
Epoch 0: |          | 7044/? [52:45<00:00,  2.23it/s]
Epoch 0: |          | 7044/? [52:45<00:00,  2.23it/s]
Epoch 0: |          | 7045/? [52:46<00:00,  2.23it/s]
Epoch 0: |          | 7045/? [52:46<00:00,  2.23it/s]
Epoch 0: |          | 7046/? [52:46<00:00,  2.23it/s]
Epoch 0: |          | 7046/? [52:46<00:00,  2.23it/s]
Epoch 0: |          | 7047/? [52:46<00:00,  2.23it/s]
Epoch 0: |          | 7047/? [52:46<00:00,  2.23it/s]
Epoch 0: |          | 7048/? [52:47<00:00,  2.23it/s]
Epoch 0: |          | 7048/? [52:47<00:00,  2.23it/s]
Epoch 0: |          | 7049/? [52:47<00:00,  2.23it/s]
Epoch 0: |          | 7049/? [52:47<00:00,  2.23it/s]
Epoch 0: |          | 7050/? [52:47<00:00,  2.23it/s]
Epoch 0: |          | 7050/? [52:47<00:00,  2.23it/s]
Epoch 0: |          | 7051/? [52:48<00:00,  2.23it/s]
Epoch 0: |          | 7051/? [52:48<00:00,  2.23it/s]
Epoch 0: |          | 7052/? [52:48<00:00,  2.23it/s]
Epoch 0: |          | 7052/? [52:48<00:00,  2.23it/s]
Epoch 0: |          | 7053/? [52:48<00:00,  2.23it/s]
Epoch 0: |          | 7053/? [52:48<00:00,  2.23it/s]
Epoch 0: |          | 7054/? [52:49<00:00,  2.23it/s]
Epoch 0: |          | 7054/? [52:49<00:00,  2.23it/s]
Epoch 0: |          | 7055/? [52:49<00:00,  2.23it/s]
Epoch 0: |          | 7055/? [52:49<00:00,  2.23it/s]
Epoch 0: |          | 7056/? [52:49<00:00,  2.23it/s]
Epoch 0: |          | 7056/? [52:49<00:00,  2.23it/s]
Epoch 0: |          | 7057/? [52:50<00:00,  2.23it/s]
Epoch 0: |          | 7057/? [52:50<00:00,  2.23it/s]
Epoch 0: |          | 7058/? [52:50<00:00,  2.23it/s]
Epoch 0: |          | 7058/? [52:50<00:00,  2.23it/s]
Epoch 0: |          | 7059/? [52:51<00:00,  2.23it/s]
Epoch 0: |          | 7059/? [52:51<00:00,  2.23it/s]
Epoch 0: |          | 7060/? [52:51<00:00,  2.23it/s]
Epoch 0: |          | 7060/? [52:51<00:00,  2.23it/s]
Epoch 0: |          | 7061/? [52:51<00:00,  2.23it/s]
Epoch 0: |          | 7061/? [52:51<00:00,  2.23it/s]
Epoch 0: |          | 7062/? [52:52<00:00,  2.23it/s]
Epoch 0: |          | 7062/? [52:52<00:00,  2.23it/s]
Epoch 0: |          | 7063/? [52:52<00:00,  2.23it/s]
Epoch 0: |          | 7063/? [52:52<00:00,  2.23it/s]
Epoch 0: |          | 7064/? [52:52<00:00,  2.23it/s]
Epoch 0: |          | 7064/? [52:52<00:00,  2.23it/s]
Epoch 0: |          | 7065/? [52:53<00:00,  2.23it/s]
Epoch 0: |          | 7065/? [52:53<00:00,  2.23it/s]
Epoch 0: |          | 7066/? [52:53<00:00,  2.23it/s]
Epoch 0: |          | 7066/? [52:53<00:00,  2.23it/s]
Epoch 0: |          | 7067/? [52:53<00:00,  2.23it/s]
Epoch 0: |          | 7067/? [52:53<00:00,  2.23it/s]
Epoch 0: |          | 7068/? [52:54<00:00,  2.23it/s]
Epoch 0: |          | 7068/? [52:54<00:00,  2.23it/s]
Epoch 0: |          | 7069/? [52:54<00:00,  2.23it/s]
Epoch 0: |          | 7069/? [52:54<00:00,  2.23it/s]
Epoch 0: |          | 7070/? [52:54<00:00,  2.23it/s]
Epoch 0: |          | 7070/? [52:54<00:00,  2.23it/s]
Epoch 0: |          | 7071/? [52:55<00:00,  2.23it/s]
Epoch 0: |          | 7071/? [52:55<00:00,  2.23it/s]
Epoch 0: |          | 7072/? [52:55<00:00,  2.23it/s]
Epoch 0: |          | 7072/? [52:55<00:00,  2.23it/s]
Epoch 0: |          | 7073/? [52:56<00:00,  2.23it/s]
Epoch 0: |          | 7073/? [52:56<00:00,  2.23it/s]
Epoch 0: |          | 7074/? [52:56<00:00,  2.23it/s]
Epoch 0: |          | 7074/? [52:56<00:00,  2.23it/s]
Epoch 0: |          | 7075/? [52:56<00:00,  2.23it/s]
Epoch 0: |          | 7075/? [52:56<00:00,  2.23it/s]
Epoch 0: |          | 7076/? [52:57<00:00,  2.23it/s]
Epoch 0: |          | 7076/? [52:57<00:00,  2.23it/s]
Epoch 0: |          | 7077/? [52:57<00:00,  2.23it/s]
Epoch 0: |          | 7077/? [52:57<00:00,  2.23it/s]
Epoch 0: |          | 7078/? [52:57<00:00,  2.23it/s]
Epoch 0: |          | 7078/? [52:57<00:00,  2.23it/s]
Epoch 0: |          | 7079/? [52:58<00:00,  2.23it/s]
Epoch 0: |          | 7079/? [52:58<00:00,  2.23it/s]
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Epoch 0: |          | 7109/? [53:08<00:00,  2.23it/s]
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Epoch 0: |          | 7110/? [53:09<00:00,  2.23it/s]
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Epoch 0: |          | 7111/? [53:09<00:00,  2.23it/s]
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Epoch 0: |          | 7112/? [53:09<00:00,  2.23it/s]
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Epoch 0: |          | 7113/? [53:10<00:00,  2.23it/s]
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Epoch 0: |          | 7114/? [53:10<00:00,  2.23it/s]
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Epoch 0: |          | 7115/? [53:10<00:00,  2.23it/s]
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Epoch 0: |          | 7116/? [53:11<00:00,  2.23it/s]
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Epoch 0: |          | 7118/? [53:11<00:00,  2.23it/s]
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Epoch 0: |          | 7119/? [53:12<00:00,  2.23it/s]
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Epoch 0: |          | 7120/? [53:12<00:00,  2.23it/s]
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Epoch 0: |          | 7121/? [53:13<00:00,  2.23it/s]
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Epoch 0: |          | 7122/? [53:13<00:00,  2.23it/s]
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Epoch 0: |          | 7124/? [53:14<00:00,  2.23it/s]
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Epoch 0: |          | 7127/? [53:15<00:00,  2.23it/s]
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Epoch 0: |          | 7128/? [53:15<00:00,  2.23it/s]
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Epoch 0: |          | 7129/? [53:15<00:00,  2.23it/s]
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Epoch 0: |          | 7130/? [53:16<00:00,  2.23it/s]
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Epoch 0: |          | 7138/? [53:19<00:00,  2.23it/s]
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Epoch 0: |          | 7139/? [53:19<00:00,  2.23it/s]
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Epoch 0: |          | 7140/? [53:19<00:00,  2.23it/s]
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Epoch 0: |          | 7141/? [53:20<00:00,  2.23it/s]
Epoch 0: |          | 7141/? [53:20<00:00,  2.23it/s]
Epoch 0: |          | 7142/? [53:20<00:00,  2.23it/s]
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Epoch 0: |          | 7144/? [53:21<00:00,  2.23it/s]
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Epoch 0: |          | 7147/? [53:22<00:00,  2.23it/s]
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Epoch 0: |          | 7149/? [53:22<00:00,  2.23it/s]
Epoch 0: |          | 7150/? [53:23<00:00,  2.23it/s]
Epoch 0: |          | 7150/? [53:23<00:00,  2.23it/s]
Epoch 0: |          | 7151/? [53:23<00:00,  2.23it/s]
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Epoch 0: |          | 7152/? [53:24<00:00,  2.23it/s]
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Epoch 0: |          | 7154/? [53:24<00:00,  2.23it/s]
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Epoch 0: |          | 7155/? [53:25<00:00,  2.23it/s]
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Epoch 0: |          | 7156/? [53:25<00:00,  2.23it/s]
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Epoch 0: |          | 7157/? [53:25<00:00,  2.23it/s]
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Epoch 0: |          | 7158/? [53:26<00:00,  2.23it/s]
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Epoch 0: |          | 7159/? [53:26<00:00,  2.23it/s]
Epoch 0: |          | 7159/? [53:26<00:00,  2.23it/s]
Epoch 0: |          | 7160/? [53:26<00:00,  2.23it/s]
Epoch 0: |          | 7160/? [53:26<00:00,  2.23it/s]
Epoch 0: |          | 7161/? [53:27<00:00,  2.23it/s]
Epoch 0: |          | 7161/? [53:27<00:00,  2.23it/s]
Epoch 0: |          | 7162/? [53:27<00:00,  2.23it/s]
Epoch 0: |          | 7162/? [53:27<00:00,  2.23it/s]
Epoch 0: |          | 7163/? [53:27<00:00,  2.23it/s]
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Epoch 0: |          | 7164/? [53:28<00:00,  2.23it/s]
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Epoch 0: |          | 7165/? [53:28<00:00,  2.23it/s]
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Epoch 0: |          | 7166/? [53:28<00:00,  2.23it/s]
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Epoch 0: |          | 7167/? [53:29<00:00,  2.23it/s]
Epoch 0: |          | 7167/? [53:29<00:00,  2.23it/s]
Epoch 0: |          | 7168/? [53:29<00:00,  2.23it/s]
Epoch 0: |          | 7168/? [53:29<00:00,  2.23it/s]
Epoch 0: |          | 7169/? [53:29<00:00,  2.23it/s]
Epoch 0: |          | 7169/? [53:29<00:00,  2.23it/s]
Epoch 0: |          | 7170/? [53:30<00:00,  2.23it/s]
Epoch 0: |          | 7170/? [53:30<00:00,  2.23it/s]
Epoch 0: |          | 7171/? [53:30<00:00,  2.23it/s]
Epoch 0: |          | 7171/? [53:30<00:00,  2.23it/s]
Epoch 0: |          | 7172/? [53:31<00:00,  2.23it/s]
Epoch 0: |          | 7172/? [53:31<00:00,  2.23it/s]
Epoch 0: |          | 7173/? [53:31<00:00,  2.23it/s]
Epoch 0: |          | 7173/? [53:31<00:00,  2.23it/s]
Epoch 0: |          | 7174/? [53:31<00:00,  2.23it/s]
Epoch 0: |          | 7174/? [53:31<00:00,  2.23it/s]
Epoch 0: |          | 7175/? [53:32<00:00,  2.23it/s]
Epoch 0: |          | 7175/? [53:32<00:00,  2.23it/s]
Epoch 0: |          | 7176/? [53:32<00:00,  2.23it/s]
Epoch 0: |          | 7176/? [53:32<00:00,  2.23it/s]
Epoch 0: |          | 7177/? [53:32<00:00,  2.23it/s]
Epoch 0: |          | 7177/? [53:32<00:00,  2.23it/s]
Epoch 0: |          | 7178/? [53:33<00:00,  2.23it/s]
Epoch 0: |          | 7178/? [53:33<00:00,  2.23it/s]
Epoch 0: |          | 7179/? [53:33<00:00,  2.23it/s]
Epoch 0: |          | 7179/? [53:33<00:00,  2.23it/s]
Epoch 0: |          | 7180/? [53:33<00:00,  2.23it/s]
Epoch 0: |          | 7180/? [53:33<00:00,  2.23it/s]
Epoch 0: |          | 7181/? [53:34<00:00,  2.23it/s]
Epoch 0: |          | 7181/? [53:34<00:00,  2.23it/s]
Epoch 0: |          | 7182/? [53:34<00:00,  2.23it/s]
Epoch 0: |          | 7182/? [53:34<00:00,  2.23it/s]
Epoch 0: |          | 7183/? [53:34<00:00,  2.23it/s]
Epoch 0: |          | 7183/? [53:34<00:00,  2.23it/s]
Epoch 0: |          | 7184/? [53:35<00:00,  2.23it/s]
Epoch 0: |          | 7184/? [53:35<00:00,  2.23it/s]
Epoch 0: |          | 7185/? [53:35<00:00,  2.23it/s]
Epoch 0: |          | 7185/? [53:35<00:00,  2.23it/s]
Epoch 0: |          | 7186/? [53:35<00:00,  2.23it/s]
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Epoch 0: |          | 7187/? [53:36<00:00,  2.23it/s]
Epoch 0: |          | 7187/? [53:36<00:00,  2.23it/s]
Epoch 0: |          | 7188/? [53:36<00:00,  2.23it/s]
Epoch 0: |          | 7188/? [53:36<00:00,  2.23it/s]
Epoch 0: |          | 7189/? [53:37<00:00,  2.23it/s]
Epoch 0: |          | 7189/? [53:37<00:00,  2.23it/s]
Epoch 0: |          | 7190/? [53:37<00:00,  2.23it/s]
Epoch 0: |          | 7190/? [53:37<00:00,  2.23it/s]
Epoch 0: |          | 7191/? [53:37<00:00,  2.23it/s]
Epoch 0: |          | 7191/? [53:37<00:00,  2.23it/s]
Epoch 0: |          | 7192/? [53:38<00:00,  2.23it/s]
Epoch 0: |          | 7192/? [53:38<00:00,  2.23it/s]
Epoch 0: |          | 7193/? [53:38<00:00,  2.23it/s]
Epoch 0: |          | 7193/? [53:38<00:00,  2.23it/s]
Epoch 0: |          | 7194/? [53:38<00:00,  2.24it/s]
Epoch 0: |          | 7194/? [53:38<00:00,  2.24it/s]
Epoch 0: |          | 7195/? [53:39<00:00,  2.24it/s]
Epoch 0: |          | 7195/? [53:39<00:00,  2.24it/s]
Epoch 0: |          | 7196/? [53:39<00:00,  2.24it/s]
Epoch 0: |          | 7196/? [53:39<00:00,  2.24it/s]
Epoch 0: |          | 7197/? [53:39<00:00,  2.24it/s]
Epoch 0: |          | 7197/? [53:39<00:00,  2.24it/s]
Epoch 0: |          | 7198/? [53:40<00:00,  2.24it/s]
Epoch 0: |          | 7198/? [53:40<00:00,  2.24it/s]
Epoch 0: |          | 7199/? [53:40<00:00,  2.24it/s]
Epoch 0: |          | 7199/? [53:40<00:00,  2.24it/s]
Epoch 0: |          | 7200/? [53:40<00:00,  2.24it/s]
Epoch 0: |          | 7200/? [53:40<00:00,  2.24it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.73it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.22it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.02it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.83it/s]

Epoch 0: |          | 7200/? [53:41<00:00,  2.24it/s]
Epoch 0: |          | 7201/? [53:41<00:00,  2.24it/s]
Epoch 0: |          | 7201/? [53:41<00:00,  2.24it/s]
Epoch 0: |          | 7202/? [53:42<00:00,  2.24it/s]
Epoch 0: |          | 7202/? [53:42<00:00,  2.24it/s]
Epoch 0: |          | 7203/? [53:42<00:00,  2.24it/s]
Epoch 0: |          | 7203/? [53:42<00:00,  2.24it/s]
Epoch 0: |          | 7204/? [53:42<00:00,  2.24it/s]
Epoch 0: |          | 7204/? [53:42<00:00,  2.24it/s]
Epoch 0: |          | 7205/? [53:43<00:00,  2.24it/s]
Epoch 0: |          | 7205/? [53:43<00:00,  2.24it/s]
Epoch 0: |          | 7206/? [53:43<00:00,  2.24it/s]
Epoch 0: |          | 7206/? [53:43<00:00,  2.24it/s]
Epoch 0: |          | 7207/? [53:43<00:00,  2.24it/s]
Epoch 0: |          | 7207/? [53:43<00:00,  2.24it/s]
Epoch 0: |          | 7208/? [53:44<00:00,  2.24it/s]
Epoch 0: |          | 7208/? [53:44<00:00,  2.24it/s]
Epoch 0: |          | 7209/? [53:44<00:00,  2.24it/s]
Epoch 0: |          | 7209/? [53:44<00:00,  2.24it/s]
Epoch 0: |          | 7210/? [53:44<00:00,  2.24it/s]
Epoch 0: |          | 7210/? [53:44<00:00,  2.24it/s]
Epoch 0: |          | 7211/? [53:45<00:00,  2.24it/s]
Epoch 0: |          | 7211/? [53:45<00:00,  2.24it/s]
Epoch 0: |          | 7212/? [53:45<00:00,  2.24it/s]
Epoch 0: |          | 7212/? [53:45<00:00,  2.24it/s]
Epoch 0: |          | 7213/? [53:45<00:00,  2.24it/s]
Epoch 0: |          | 7213/? [53:45<00:00,  2.24it/s]
Epoch 0: |          | 7214/? [53:46<00:00,  2.24it/s]
Epoch 0: |          | 7214/? [53:46<00:00,  2.24it/s]
Epoch 0: |          | 7215/? [53:46<00:00,  2.24it/s]
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Epoch 0: |          | 7219/? [53:47<00:00,  2.24it/s]
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Epoch 0: |          | 7220/? [53:48<00:00,  2.24it/s]
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Epoch 0: |          | 7221/? [53:48<00:00,  2.24it/s]
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Epoch 0: |          | 7222/? [53:48<00:00,  2.24it/s]
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Epoch 0: |          | 7224/? [53:49<00:00,  2.24it/s]
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Epoch 0: |          | 7225/? [53:49<00:00,  2.24it/s]
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Epoch 0: |          | 7226/? [53:50<00:00,  2.24it/s]
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Epoch 0: |          | 7227/? [53:50<00:00,  2.24it/s]
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Epoch 0: |          | 7229/? [53:51<00:00,  2.24it/s]
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Epoch 0: |          | 7230/? [53:51<00:00,  2.24it/s]
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Epoch 0: |          | 7231/? [53:52<00:00,  2.24it/s]
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Epoch 0: |          | 7232/? [53:52<00:00,  2.24it/s]
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Epoch 0: |          | 7233/? [53:52<00:00,  2.24it/s]
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Epoch 0: |          | 7234/? [53:53<00:00,  2.24it/s]
Epoch 0: |          | 7234/? [53:53<00:00,  2.24it/s]
Epoch 0: |          | 7235/? [53:53<00:00,  2.24it/s]
Epoch 0: |          | 7235/? [53:53<00:00,  2.24it/s]
Epoch 0: |          | 7236/? [53:53<00:00,  2.24it/s]
Epoch 0: |          | 7236/? [53:53<00:00,  2.24it/s]
Epoch 0: |          | 7237/? [53:54<00:00,  2.24it/s]
Epoch 0: |          | 7237/? [53:54<00:00,  2.24it/s]
Epoch 0: |          | 7238/? [53:54<00:00,  2.24it/s]
Epoch 0: |          | 7238/? [53:54<00:00,  2.24it/s]
Epoch 0: |          | 7239/? [53:54<00:00,  2.24it/s]
Epoch 0: |          | 7239/? [53:54<00:00,  2.24it/s]
Epoch 0: |          | 7240/? [53:55<00:00,  2.24it/s]
Epoch 0: |          | 7240/? [53:55<00:00,  2.24it/s]
Epoch 0: |          | 7241/? [53:55<00:00,  2.24it/s]
Epoch 0: |          | 7241/? [53:55<00:00,  2.24it/s]
Epoch 0: |          | 7242/? [53:56<00:00,  2.24it/s]
Epoch 0: |          | 7242/? [53:56<00:00,  2.24it/s]
Epoch 0: |          | 7243/? [53:56<00:00,  2.24it/s]
Epoch 0: |          | 7243/? [53:56<00:00,  2.24it/s]
Epoch 0: |          | 7244/? [53:56<00:00,  2.24it/s]
Epoch 0: |          | 7244/? [53:56<00:00,  2.24it/s]
Epoch 0: |          | 7245/? [53:57<00:00,  2.24it/s]
Epoch 0: |          | 7245/? [53:57<00:00,  2.24it/s]
Epoch 0: |          | 7246/? [53:57<00:00,  2.24it/s]
Epoch 0: |          | 7246/? [53:57<00:00,  2.24it/s]
Epoch 0: |          | 7247/? [53:57<00:00,  2.24it/s]
Epoch 0: |          | 7247/? [53:57<00:00,  2.24it/s]
Epoch 0: |          | 7248/? [53:58<00:00,  2.24it/s]
Epoch 0: |          | 7248/? [53:58<00:00,  2.24it/s]
Epoch 0: |          | 7249/? [53:58<00:00,  2.24it/s]
Epoch 0: |          | 7249/? [53:58<00:00,  2.24it/s]
Epoch 0: |          | 7250/? [53:58<00:00,  2.24it/s]
Epoch 0: |          | 7250/? [53:58<00:00,  2.24it/s]
Epoch 0: |          | 7251/? [53:59<00:00,  2.24it/s]
Epoch 0: |          | 7251/? [53:59<00:00,  2.24it/s]
Epoch 0: |          | 7252/? [53:59<00:00,  2.24it/s]
Epoch 0: |          | 7252/? [53:59<00:00,  2.24it/s]
Epoch 0: |          | 7253/? [53:59<00:00,  2.24it/s]
Epoch 0: |          | 7253/? [53:59<00:00,  2.24it/s]
Epoch 0: |          | 7254/? [54:00<00:00,  2.24it/s]
Epoch 0: |          | 7254/? [54:00<00:00,  2.24it/s]
Epoch 0: |          | 7255/? [54:00<00:00,  2.24it/s]
Epoch 0: |          | 7255/? [54:00<00:00,  2.24it/s]
Epoch 0: |          | 7256/? [54:00<00:00,  2.24it/s]
Epoch 0: |          | 7256/? [54:00<00:00,  2.24it/s]
Epoch 0: |          | 7257/? [54:01<00:00,  2.24it/s]
Epoch 0: |          | 7257/? [54:01<00:00,  2.24it/s]
Epoch 0: |          | 7258/? [54:01<00:00,  2.24it/s]
Epoch 0: |          | 7258/? [54:01<00:00,  2.24it/s]
Epoch 0: |          | 7259/? [54:01<00:00,  2.24it/s]
Epoch 0: |          | 7259/? [54:01<00:00,  2.24it/s]
Epoch 0: |          | 7260/? [54:02<00:00,  2.24it/s]
Epoch 0: |          | 7260/? [54:02<00:00,  2.24it/s]
Epoch 0: |          | 7261/? [54:02<00:00,  2.24it/s]
Epoch 0: |          | 7261/? [54:02<00:00,  2.24it/s]
Epoch 0: |          | 7262/? [54:02<00:00,  2.24it/s]
Epoch 0: |          | 7262/? [54:02<00:00,  2.24it/s]
Epoch 0: |          | 7263/? [54:03<00:00,  2.24it/s]
Epoch 0: |          | 7263/? [54:03<00:00,  2.24it/s]
Epoch 0: |          | 7264/? [54:03<00:00,  2.24it/s]
Epoch 0: |          | 7264/? [54:03<00:00,  2.24it/s]
Epoch 0: |          | 7265/? [54:04<00:00,  2.24it/s]
Epoch 0: |          | 7265/? [54:04<00:00,  2.24it/s]
Epoch 0: |          | 7266/? [54:04<00:00,  2.24it/s]
Epoch 0: |          | 7266/? [54:04<00:00,  2.24it/s]
Epoch 0: |          | 7267/? [54:04<00:00,  2.24it/s]
Epoch 0: |          | 7267/? [54:04<00:00,  2.24it/s]
Epoch 0: |          | 7268/? [54:05<00:00,  2.24it/s]
Epoch 0: |          | 7268/? [54:05<00:00,  2.24it/s]
Epoch 0: |          | 7269/? [54:05<00:00,  2.24it/s]
Epoch 0: |          | 7269/? [54:05<00:00,  2.24it/s]
Epoch 0: |          | 7270/? [54:05<00:00,  2.24it/s]
Epoch 0: |          | 7270/? [54:05<00:00,  2.24it/s]
Epoch 0: |          | 7271/? [54:06<00:00,  2.24it/s]
Epoch 0: |          | 7271/? [54:06<00:00,  2.24it/s]
Epoch 0: |          | 7272/? [54:06<00:00,  2.24it/s]
Epoch 0: |          | 7272/? [54:06<00:00,  2.24it/s]
Epoch 0: |          | 7273/? [54:06<00:00,  2.24it/s]
Epoch 0: |          | 7273/? [54:06<00:00,  2.24it/s]
Epoch 0: |          | 7274/? [54:07<00:00,  2.24it/s]
Epoch 0: |          | 7274/? [54:07<00:00,  2.24it/s]
Epoch 0: |          | 7275/? [54:07<00:00,  2.24it/s]
Epoch 0: |          | 7275/? [54:07<00:00,  2.24it/s]
Epoch 0: |          | 7276/? [54:07<00:00,  2.24it/s]
Epoch 0: |          | 7276/? [54:07<00:00,  2.24it/s]
Epoch 0: |          | 7277/? [54:08<00:00,  2.24it/s]
Epoch 0: |          | 7277/? [54:08<00:00,  2.24it/s]
Epoch 0: |          | 7278/? [54:08<00:00,  2.24it/s]
Epoch 0: |          | 7278/? [54:08<00:00,  2.24it/s]
Epoch 0: |          | 7279/? [54:08<00:00,  2.24it/s]
Epoch 0: |          | 7279/? [54:08<00:00,  2.24it/s]
Epoch 0: |          | 7280/? [54:09<00:00,  2.24it/s]
Epoch 0: |          | 7280/? [54:09<00:00,  2.24it/s]
Epoch 0: |          | 7281/? [54:09<00:00,  2.24it/s]
Epoch 0: |          | 7281/? [54:09<00:00,  2.24it/s]
Epoch 0: |          | 7282/? [54:10<00:00,  2.24it/s]
Epoch 0: |          | 7282/? [54:10<00:00,  2.24it/s]
Epoch 0: |          | 7283/? [54:10<00:00,  2.24it/s]
Epoch 0: |          | 7283/? [54:10<00:00,  2.24it/s]
Epoch 0: |          | 7284/? [54:10<00:00,  2.24it/s]
Epoch 0: |          | 7284/? [54:10<00:00,  2.24it/s]
Epoch 0: |          | 7285/? [54:11<00:00,  2.24it/s]
Epoch 0: |          | 7285/? [54:11<00:00,  2.24it/s]
Epoch 0: |          | 7286/? [54:11<00:00,  2.24it/s]
Epoch 0: |          | 7286/? [54:11<00:00,  2.24it/s]
Epoch 0: |          | 7287/? [54:11<00:00,  2.24it/s]
Epoch 0: |          | 7287/? [54:11<00:00,  2.24it/s]
Epoch 0: |          | 7288/? [54:12<00:00,  2.24it/s]
Epoch 0: |          | 7288/? [54:12<00:00,  2.24it/s]
Epoch 0: |          | 7289/? [54:12<00:00,  2.24it/s]
Epoch 0: |          | 7289/? [54:12<00:00,  2.24it/s]
Epoch 0: |          | 7290/? [54:12<00:00,  2.24it/s]
Epoch 0: |          | 7290/? [54:12<00:00,  2.24it/s]
Epoch 0: |          | 7291/? [54:13<00:00,  2.24it/s]
Epoch 0: |          | 7291/? [54:13<00:00,  2.24it/s]
Epoch 0: |          | 7292/? [54:13<00:00,  2.24it/s]
Epoch 0: |          | 7292/? [54:13<00:00,  2.24it/s]
Epoch 0: |          | 7293/? [54:13<00:00,  2.24it/s]
Epoch 0: |          | 7293/? [54:13<00:00,  2.24it/s]
Epoch 0: |          | 7294/? [54:14<00:00,  2.24it/s]
Epoch 0: |          | 7294/? [54:14<00:00,  2.24it/s]
Epoch 0: |          | 7295/? [54:14<00:00,  2.24it/s]
Epoch 0: |          | 7295/? [54:14<00:00,  2.24it/s]
Epoch 0: |          | 7296/? [54:14<00:00,  2.24it/s]
Epoch 0: |          | 7296/? [54:14<00:00,  2.24it/s]
Epoch 0: |          | 7297/? [54:15<00:00,  2.24it/s]
Epoch 0: |          | 7297/? [54:15<00:00,  2.24it/s]
Epoch 0: |          | 7298/? [54:15<00:00,  2.24it/s]
Epoch 0: |          | 7298/? [54:15<00:00,  2.24it/s]
Epoch 0: |          | 7299/? [54:15<00:00,  2.24it/s]
Epoch 0: |          | 7299/? [54:15<00:00,  2.24it/s]
Epoch 0: |          | 7300/? [54:16<00:00,  2.24it/s]
Epoch 0: |          | 7300/? [54:16<00:00,  2.24it/s]
Epoch 0: |          | 7301/? [54:16<00:00,  2.24it/s]
Epoch 0: |          | 7301/? [54:16<00:00,  2.24it/s]
Epoch 0: |          | 7302/? [54:17<00:00,  2.24it/s]
Epoch 0: |          | 7302/? [54:17<00:00,  2.24it/s]
Epoch 0: |          | 7303/? [54:17<00:00,  2.24it/s]
Epoch 0: |          | 7303/? [54:17<00:00,  2.24it/s]
Epoch 0: |          | 7304/? [54:17<00:00,  2.24it/s]
Epoch 0: |          | 7304/? [54:17<00:00,  2.24it/s]
Epoch 0: |          | 7305/? [54:18<00:00,  2.24it/s]
Epoch 0: |          | 7305/? [54:18<00:00,  2.24it/s]
Epoch 0: |          | 7306/? [54:18<00:00,  2.24it/s]
Epoch 0: |          | 7306/? [54:18<00:00,  2.24it/s]
Epoch 0: |          | 7307/? [54:18<00:00,  2.24it/s]
Epoch 0: |          | 7307/? [54:18<00:00,  2.24it/s]
Epoch 0: |          | 7308/? [54:19<00:00,  2.24it/s]
Epoch 0: |          | 7308/? [54:19<00:00,  2.24it/s]
Epoch 0: |          | 7309/? [54:19<00:00,  2.24it/s]
Epoch 0: |          | 7309/? [54:19<00:00,  2.24it/s]
Epoch 0: |          | 7310/? [54:19<00:00,  2.24it/s]
Epoch 0: |          | 7310/? [54:19<00:00,  2.24it/s]
Epoch 0: |          | 7311/? [54:20<00:00,  2.24it/s]
Epoch 0: |          | 7311/? [54:20<00:00,  2.24it/s]
Epoch 0: |          | 7312/? [54:20<00:00,  2.24it/s]
Epoch 0: |          | 7312/? [54:20<00:00,  2.24it/s]
Epoch 0: |          | 7313/? [54:20<00:00,  2.24it/s]
Epoch 0: |          | 7313/? [54:20<00:00,  2.24it/s]
Epoch 0: |          | 7314/? [54:21<00:00,  2.24it/s]
Epoch 0: |          | 7314/? [54:21<00:00,  2.24it/s]
Epoch 0: |          | 7315/? [54:21<00:00,  2.24it/s]
Epoch 0: |          | 7315/? [54:21<00:00,  2.24it/s]
Epoch 0: |          | 7316/? [54:21<00:00,  2.24it/s]
Epoch 0: |          | 7316/? [54:21<00:00,  2.24it/s]
Epoch 0: |          | 7317/? [54:22<00:00,  2.24it/s]
Epoch 0: |          | 7317/? [54:22<00:00,  2.24it/s]
Epoch 0: |          | 7318/? [54:22<00:00,  2.24it/s]
Epoch 0: |          | 7318/? [54:22<00:00,  2.24it/s]
Epoch 0: |          | 7319/? [54:22<00:00,  2.24it/s]
Epoch 0: |          | 7319/? [54:22<00:00,  2.24it/s]
Epoch 0: |          | 7320/? [54:23<00:00,  2.24it/s]
Epoch 0: |          | 7320/? [54:23<00:00,  2.24it/s]
Epoch 0: |          | 7321/? [54:23<00:00,  2.24it/s]
Epoch 0: |          | 7321/? [54:23<00:00,  2.24it/s]
Epoch 0: |          | 7322/? [54:23<00:00,  2.24it/s]
Epoch 0: |          | 7322/? [54:23<00:00,  2.24it/s]
Epoch 0: |          | 7323/? [54:24<00:00,  2.24it/s]
Epoch 0: |          | 7323/? [54:24<00:00,  2.24it/s]
Epoch 0: |          | 7324/? [54:24<00:00,  2.24it/s]
Epoch 0: |          | 7324/? [54:24<00:00,  2.24it/s]
Epoch 0: |          | 7325/? [54:24<00:00,  2.24it/s]
Epoch 0: |          | 7325/? [54:24<00:00,  2.24it/s]
Epoch 0: |          | 7326/? [54:25<00:00,  2.24it/s]
Epoch 0: |          | 7326/? [54:25<00:00,  2.24it/s]
Epoch 0: |          | 7327/? [54:25<00:00,  2.24it/s]
Epoch 0: |          | 7327/? [54:25<00:00,  2.24it/s]
Epoch 0: |          | 7328/? [54:25<00:00,  2.24it/s]
Epoch 0: |          | 7328/? [54:25<00:00,  2.24it/s]
Epoch 0: |          | 7329/? [54:26<00:00,  2.24it/s]
Epoch 0: |          | 7329/? [54:26<00:00,  2.24it/s]
Epoch 0: |          | 7330/? [54:26<00:00,  2.24it/s]
Epoch 0: |          | 7330/? [54:26<00:00,  2.24it/s]
Epoch 0: |          | 7331/? [54:26<00:00,  2.24it/s]
Epoch 0: |          | 7331/? [54:26<00:00,  2.24it/s]
Epoch 0: |          | 7332/? [54:27<00:00,  2.24it/s]
Epoch 0: |          | 7332/? [54:27<00:00,  2.24it/s]
Epoch 0: |          | 7333/? [54:27<00:00,  2.24it/s]
Epoch 0: |          | 7333/? [54:27<00:00,  2.24it/s]
Epoch 0: |          | 7334/? [54:28<00:00,  2.24it/s]
Epoch 0: |          | 7334/? [54:28<00:00,  2.24it/s]
Epoch 0: |          | 7335/? [54:28<00:00,  2.24it/s]
Epoch 0: |          | 7335/? [54:28<00:00,  2.24it/s]
Epoch 0: |          | 7336/? [54:28<00:00,  2.24it/s]
Epoch 0: |          | 7336/? [54:28<00:00,  2.24it/s]
Epoch 0: |          | 7337/? [54:29<00:00,  2.24it/s]
Epoch 0: |          | 7337/? [54:29<00:00,  2.24it/s]
Epoch 0: |          | 7338/? [54:29<00:00,  2.24it/s]
Epoch 0: |          | 7338/? [54:29<00:00,  2.24it/s]
Epoch 0: |          | 7339/? [54:29<00:00,  2.24it/s]
Epoch 0: |          | 7339/? [54:29<00:00,  2.24it/s]
Epoch 0: |          | 7340/? [54:30<00:00,  2.24it/s]
Epoch 0: |          | 7340/? [54:30<00:00,  2.24it/s]
Epoch 0: |          | 7341/? [54:30<00:00,  2.24it/s]
Epoch 0: |          | 7341/? [54:30<00:00,  2.24it/s]
Epoch 0: |          | 7342/? [54:30<00:00,  2.24it/s]
Epoch 0: |          | 7342/? [54:30<00:00,  2.24it/s]
Epoch 0: |          | 7343/? [54:31<00:00,  2.24it/s]
Epoch 0: |          | 7343/? [54:31<00:00,  2.24it/s]
Epoch 0: |          | 7344/? [54:31<00:00,  2.24it/s]
Epoch 0: |          | 7344/? [54:31<00:00,  2.24it/s]
Epoch 0: |          | 7345/? [54:31<00:00,  2.24it/s]
Epoch 0: |          | 7345/? [54:31<00:00,  2.24it/s]
Epoch 0: |          | 7346/? [54:32<00:00,  2.24it/s]
Epoch 0: |          | 7346/? [54:32<00:00,  2.24it/s]
Epoch 0: |          | 7347/? [54:32<00:00,  2.25it/s]
Epoch 0: |          | 7347/? [54:32<00:00,  2.25it/s]
Epoch 0: |          | 7348/? [54:32<00:00,  2.25it/s]
Epoch 0: |          | 7348/? [54:32<00:00,  2.25it/s]
Epoch 0: |          | 7349/? [54:33<00:00,  2.25it/s]
Epoch 0: |          | 7349/? [54:33<00:00,  2.25it/s]
Epoch 0: |          | 7350/? [54:33<00:00,  2.25it/s]
Epoch 0: |          | 7350/? [54:33<00:00,  2.25it/s]
Epoch 0: |          | 7351/? [54:33<00:00,  2.25it/s]
Epoch 0: |          | 7351/? [54:33<00:00,  2.25it/s]
Epoch 0: |          | 7352/? [54:34<00:00,  2.25it/s]
Epoch 0: |          | 7352/? [54:34<00:00,  2.25it/s]
Epoch 0: |          | 7353/? [54:34<00:00,  2.25it/s]
Epoch 0: |          | 7353/? [54:34<00:00,  2.25it/s]
Epoch 0: |          | 7354/? [54:34<00:00,  2.25it/s]
Epoch 0: |          | 7354/? [54:34<00:00,  2.25it/s]
Epoch 0: |          | 7355/? [54:35<00:00,  2.25it/s]
Epoch 0: |          | 7355/? [54:35<00:00,  2.25it/s]
Epoch 0: |          | 7356/? [54:35<00:00,  2.25it/s]
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Epoch 0: |          | 7357/? [54:36<00:00,  2.25it/s]
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Epoch 0: |          | 7358/? [54:36<00:00,  2.25it/s]
Epoch 0: |          | 7358/? [54:36<00:00,  2.25it/s]
Epoch 0: |          | 7359/? [54:36<00:00,  2.25it/s]
Epoch 0: |          | 7359/? [54:36<00:00,  2.25it/s]
Epoch 0: |          | 7360/? [54:37<00:00,  2.25it/s]
Epoch 0: |          | 7360/? [54:37<00:00,  2.25it/s]
Epoch 0: |          | 7361/? [54:37<00:00,  2.25it/s]
Epoch 0: |          | 7361/? [54:37<00:00,  2.25it/s]
Epoch 0: |          | 7362/? [54:37<00:00,  2.25it/s]
Epoch 0: |          | 7362/? [54:37<00:00,  2.25it/s]
Epoch 0: |          | 7363/? [54:38<00:00,  2.25it/s]
Epoch 0: |          | 7363/? [54:38<00:00,  2.25it/s]
Epoch 0: |          | 7364/? [54:38<00:00,  2.25it/s]
Epoch 0: |          | 7364/? [54:38<00:00,  2.25it/s]
Epoch 0: |          | 7365/? [54:38<00:00,  2.25it/s]
Epoch 0: |          | 7365/? [54:38<00:00,  2.25it/s]
Epoch 0: |          | 7366/? [54:39<00:00,  2.25it/s]
Epoch 0: |          | 7366/? [54:39<00:00,  2.25it/s]
Epoch 0: |          | 7367/? [54:39<00:00,  2.25it/s]
Epoch 0: |          | 7367/? [54:39<00:00,  2.25it/s]
Epoch 0: |          | 7368/? [54:39<00:00,  2.25it/s]
Epoch 0: |          | 7368/? [54:39<00:00,  2.25it/s]
Epoch 0: |          | 7369/? [54:40<00:00,  2.25it/s]
Epoch 0: |          | 7369/? [54:40<00:00,  2.25it/s]
Epoch 0: |          | 7370/? [54:40<00:00,  2.25it/s]
Epoch 0: |          | 7370/? [54:40<00:00,  2.25it/s]
Epoch 0: |          | 7371/? [54:41<00:00,  2.25it/s]
Epoch 0: |          | 7371/? [54:41<00:00,  2.25it/s]
Epoch 0: |          | 7372/? [54:41<00:00,  2.25it/s]
Epoch 0: |          | 7372/? [54:41<00:00,  2.25it/s]
Epoch 0: |          | 7373/? [54:41<00:00,  2.25it/s]
Epoch 0: |          | 7373/? [54:41<00:00,  2.25it/s]
Epoch 0: |          | 7374/? [54:42<00:00,  2.25it/s]
Epoch 0: |          | 7374/? [54:42<00:00,  2.25it/s]
Epoch 0: |          | 7375/? [54:42<00:00,  2.25it/s]
Epoch 0: |          | 7375/? [54:42<00:00,  2.25it/s]
Epoch 0: |          | 7376/? [54:42<00:00,  2.25it/s]
Epoch 0: |          | 7376/? [54:42<00:00,  2.25it/s]
Epoch 0: |          | 7377/? [54:43<00:00,  2.25it/s]
Epoch 0: |          | 7377/? [54:43<00:00,  2.25it/s]
Epoch 0: |          | 7378/? [54:43<00:00,  2.25it/s]
Epoch 0: |          | 7378/? [54:43<00:00,  2.25it/s]
Epoch 0: |          | 7379/? [54:43<00:00,  2.25it/s]
Epoch 0: |          | 7379/? [54:43<00:00,  2.25it/s]
Epoch 0: |          | 7380/? [54:44<00:00,  2.25it/s]
Epoch 0: |          | 7380/? [54:44<00:00,  2.25it/s]
Epoch 0: |          | 7381/? [54:44<00:00,  2.25it/s]
Epoch 0: |          | 7381/? [54:44<00:00,  2.25it/s]
Epoch 0: |          | 7382/? [54:45<00:00,  2.25it/s]
Epoch 0: |          | 7382/? [54:45<00:00,  2.25it/s]
Epoch 0: |          | 7383/? [54:45<00:00,  2.25it/s]
Epoch 0: |          | 7383/? [54:45<00:00,  2.25it/s]
Epoch 0: |          | 7384/? [54:45<00:00,  2.25it/s]
Epoch 0: |          | 7384/? [54:45<00:00,  2.25it/s]
Epoch 0: |          | 7385/? [54:46<00:00,  2.25it/s]
Epoch 0: |          | 7385/? [54:46<00:00,  2.25it/s]
Epoch 0: |          | 7386/? [54:46<00:00,  2.25it/s]
Epoch 0: |          | 7386/? [54:46<00:00,  2.25it/s]
Epoch 0: |          | 7387/? [54:46<00:00,  2.25it/s]
Epoch 0: |          | 7387/? [54:46<00:00,  2.25it/s]
Epoch 0: |          | 7388/? [54:47<00:00,  2.25it/s]
Epoch 0: |          | 7388/? [54:47<00:00,  2.25it/s]
Epoch 0: |          | 7389/? [54:47<00:00,  2.25it/s]
Epoch 0: |          | 7389/? [54:47<00:00,  2.25it/s]
Epoch 0: |          | 7390/? [54:47<00:00,  2.25it/s]
Epoch 0: |          | 7390/? [54:47<00:00,  2.25it/s]
Epoch 0: |          | 7391/? [54:48<00:00,  2.25it/s]
Epoch 0: |          | 7391/? [54:48<00:00,  2.25it/s]
Epoch 0: |          | 7392/? [54:48<00:00,  2.25it/s]
Epoch 0: |          | 7392/? [54:48<00:00,  2.25it/s]
Epoch 0: |          | 7393/? [54:48<00:00,  2.25it/s]
Epoch 0: |          | 7393/? [54:48<00:00,  2.25it/s]
Epoch 0: |          | 7394/? [54:49<00:00,  2.25it/s]
Epoch 0: |          | 7394/? [54:49<00:00,  2.25it/s]
Epoch 0: |          | 7395/? [54:49<00:00,  2.25it/s]
Epoch 0: |          | 7395/? [54:49<00:00,  2.25it/s]
Epoch 0: |          | 7396/? [54:49<00:00,  2.25it/s]
Epoch 0: |          | 7396/? [54:49<00:00,  2.25it/s]
Epoch 0: |          | 7397/? [54:50<00:00,  2.25it/s]
Epoch 0: |          | 7397/? [54:50<00:00,  2.25it/s]
Epoch 0: |          | 7398/? [54:50<00:00,  2.25it/s]
Epoch 0: |          | 7398/? [54:50<00:00,  2.25it/s]
Epoch 0: |          | 7399/? [54:51<00:00,  2.25it/s]
Epoch 0: |          | 7399/? [54:51<00:00,  2.25it/s]
Epoch 0: |          | 7400/? [54:51<00:00,  2.25it/s]
Epoch 0: |          | 7400/? [54:51<00:00,  2.25it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.80it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.28it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.13it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.05it/s]

Epoch 0: |          | 7400/? [54:51<00:00,  2.25it/s]
Epoch 0: |          | 7401/? [54:52<00:00,  2.25it/s]
Epoch 0: |          | 7401/? [54:52<00:00,  2.25it/s]
Epoch 0: |          | 7402/? [54:52<00:00,  2.25it/s]
Epoch 0: |          | 7402/? [54:52<00:00,  2.25it/s]
Epoch 0: |          | 7403/? [54:52<00:00,  2.25it/s]
Epoch 0: |          | 7403/? [54:52<00:00,  2.25it/s]
Epoch 0: |          | 7404/? [54:53<00:00,  2.25it/s]
Epoch 0: |          | 7404/? [54:53<00:00,  2.25it/s]
Epoch 0: |          | 7405/? [54:53<00:00,  2.25it/s]
Epoch 0: |          | 7405/? [54:53<00:00,  2.25it/s]
Epoch 0: |          | 7406/? [54:53<00:00,  2.25it/s]
Epoch 0: |          | 7406/? [54:53<00:00,  2.25it/s]
Epoch 0: |          | 7407/? [54:54<00:00,  2.25it/s]
Epoch 0: |          | 7407/? [54:54<00:00,  2.25it/s]
Epoch 0: |          | 7408/? [54:54<00:00,  2.25it/s]
Epoch 0: |          | 7408/? [54:54<00:00,  2.25it/s]
Epoch 0: |          | 7409/? [54:55<00:00,  2.25it/s]
Epoch 0: |          | 7409/? [54:55<00:00,  2.25it/s]
Epoch 0: |          | 7410/? [54:55<00:00,  2.25it/s]
Epoch 0: |          | 7410/? [54:55<00:00,  2.25it/s]
Epoch 0: |          | 7411/? [54:55<00:00,  2.25it/s]
Epoch 0: |          | 7411/? [54:55<00:00,  2.25it/s]
Epoch 0: |          | 7412/? [54:56<00:00,  2.25it/s]
Epoch 0: |          | 7412/? [54:56<00:00,  2.25it/s]
Epoch 0: |          | 7413/? [54:56<00:00,  2.25it/s]
Epoch 0: |          | 7413/? [54:56<00:00,  2.25it/s]
Epoch 0: |          | 7414/? [54:56<00:00,  2.25it/s]
Epoch 0: |          | 7414/? [54:56<00:00,  2.25it/s]
Epoch 0: |          | 7415/? [54:57<00:00,  2.25it/s]
Epoch 0: |          | 7415/? [54:57<00:00,  2.25it/s]
Epoch 0: |          | 7416/? [54:57<00:00,  2.25it/s]
Epoch 0: |          | 7416/? [54:57<00:00,  2.25it/s]
Epoch 0: |          | 7417/? [54:57<00:00,  2.25it/s]
Epoch 0: |          | 7417/? [54:57<00:00,  2.25it/s]
Epoch 0: |          | 7418/? [54:58<00:00,  2.25it/s]
Epoch 0: |          | 7418/? [54:58<00:00,  2.25it/s]
Epoch 0: |          | 7419/? [54:58<00:00,  2.25it/s]
Epoch 0: |          | 7419/? [54:58<00:00,  2.25it/s]
Epoch 0: |          | 7420/? [54:58<00:00,  2.25it/s]
Epoch 0: |          | 7420/? [54:58<00:00,  2.25it/s]
Epoch 0: |          | 7421/? [54:59<00:00,  2.25it/s]
Epoch 0: |          | 7421/? [54:59<00:00,  2.25it/s]
Epoch 0: |          | 7422/? [54:59<00:00,  2.25it/s]
Epoch 0: |          | 7422/? [54:59<00:00,  2.25it/s]
Epoch 0: |          | 7423/? [54:59<00:00,  2.25it/s]
Epoch 0: |          | 7423/? [54:59<00:00,  2.25it/s]
Epoch 0: |          | 7424/? [55:00<00:00,  2.25it/s]
Epoch 0: |          | 7424/? [55:00<00:00,  2.25it/s]
Epoch 0: |          | 7425/? [55:00<00:00,  2.25it/s]
Epoch 0: |          | 7425/? [55:00<00:00,  2.25it/s]
Epoch 0: |          | 7426/? [55:00<00:00,  2.25it/s]
Epoch 0: |          | 7426/? [55:00<00:00,  2.25it/s]
Epoch 0: |          | 7427/? [55:01<00:00,  2.25it/s]
Epoch 0: |          | 7427/? [55:01<00:00,  2.25it/s]
Epoch 0: |          | 7428/? [55:01<00:00,  2.25it/s]
Epoch 0: |          | 7428/? [55:01<00:00,  2.25it/s]
Epoch 0: |          | 7429/? [55:01<00:00,  2.25it/s]
Epoch 0: |          | 7429/? [55:01<00:00,  2.25it/s]
Epoch 0: |          | 7430/? [55:02<00:00,  2.25it/s]
Epoch 0: |          | 7430/? [55:02<00:00,  2.25it/s]
Epoch 0: |          | 7431/? [55:02<00:00,  2.25it/s]
Epoch 0: |          | 7431/? [55:02<00:00,  2.25it/s]
Epoch 0: |          | 7432/? [55:02<00:00,  2.25it/s]
Epoch 0: |          | 7432/? [55:02<00:00,  2.25it/s]
Epoch 0: |          | 7433/? [55:03<00:00,  2.25it/s]
Epoch 0: |          | 7433/? [55:03<00:00,  2.25it/s]
Epoch 0: |          | 7434/? [55:03<00:00,  2.25it/s]
Epoch 0: |          | 7434/? [55:03<00:00,  2.25it/s]
Epoch 0: |          | 7435/? [55:04<00:00,  2.25it/s]
Epoch 0: |          | 7435/? [55:04<00:00,  2.25it/s]
Epoch 0: |          | 7436/? [55:04<00:00,  2.25it/s]
Epoch 0: |          | 7436/? [55:04<00:00,  2.25it/s]
Epoch 0: |          | 7437/? [55:04<00:00,  2.25it/s]
Epoch 0: |          | 7437/? [55:04<00:00,  2.25it/s]
Epoch 0: |          | 7438/? [55:05<00:00,  2.25it/s]
Epoch 0: |          | 7438/? [55:05<00:00,  2.25it/s]
Epoch 0: |          | 7439/? [55:05<00:00,  2.25it/s]
Epoch 0: |          | 7439/? [55:05<00:00,  2.25it/s]
Epoch 0: |          | 7440/? [55:05<00:00,  2.25it/s]
Epoch 0: |          | 7440/? [55:05<00:00,  2.25it/s]
Epoch 0: |          | 7441/? [55:06<00:00,  2.25it/s]
Epoch 0: |          | 7441/? [55:06<00:00,  2.25it/s]
Epoch 0: |          | 7442/? [55:06<00:00,  2.25it/s]
Epoch 0: |          | 7442/? [55:06<00:00,  2.25it/s]
Epoch 0: |          | 7443/? [55:06<00:00,  2.25it/s]
Epoch 0: |          | 7443/? [55:06<00:00,  2.25it/s]
Epoch 0: |          | 7444/? [55:07<00:00,  2.25it/s]
Epoch 0: |          | 7444/? [55:07<00:00,  2.25it/s]
Epoch 0: |          | 7445/? [55:07<00:00,  2.25it/s]
Epoch 0: |          | 7445/? [55:07<00:00,  2.25it/s]
Epoch 0: |          | 7446/? [55:07<00:00,  2.25it/s]
Epoch 0: |          | 7446/? [55:07<00:00,  2.25it/s]
Epoch 0: |          | 7447/? [55:08<00:00,  2.25it/s]
Epoch 0: |          | 7447/? [55:08<00:00,  2.25it/s]
Epoch 0: |          | 7448/? [55:08<00:00,  2.25it/s]
Epoch 0: |          | 7448/? [55:08<00:00,  2.25it/s]
Epoch 0: |          | 7449/? [55:08<00:00,  2.25it/s]
Epoch 0: |          | 7449/? [55:08<00:00,  2.25it/s]
Epoch 0: |          | 7450/? [55:09<00:00,  2.25it/s]
Epoch 0: |          | 7450/? [55:09<00:00,  2.25it/s]
Epoch 0: |          | 7451/? [55:09<00:00,  2.25it/s]
Epoch 0: |          | 7451/? [55:09<00:00,  2.25it/s]
Epoch 0: |          | 7452/? [55:09<00:00,  2.25it/s]
Epoch 0: |          | 7452/? [55:09<00:00,  2.25it/s]
Epoch 0: |          | 7453/? [55:10<00:00,  2.25it/s]
Epoch 0: |          | 7453/? [55:10<00:00,  2.25it/s]
Epoch 0: |          | 7454/? [55:10<00:00,  2.25it/s]
Epoch 0: |          | 7454/? [55:10<00:00,  2.25it/s]
Epoch 0: |          | 7455/? [55:10<00:00,  2.25it/s]
Epoch 0: |          | 7455/? [55:10<00:00,  2.25it/s]
Epoch 0: |          | 7456/? [55:11<00:00,  2.25it/s]
Epoch 0: |          | 7456/? [55:11<00:00,  2.25it/s]
Epoch 0: |          | 7457/? [55:11<00:00,  2.25it/s]
Epoch 0: |          | 7457/? [55:11<00:00,  2.25it/s]
Epoch 0: |          | 7458/? [55:11<00:00,  2.25it/s]
Epoch 0: |          | 7458/? [55:11<00:00,  2.25it/s]
Epoch 0: |          | 7459/? [55:12<00:00,  2.25it/s]
Epoch 0: |          | 7459/? [55:12<00:00,  2.25it/s]
Epoch 0: |          | 7460/? [55:12<00:00,  2.25it/s]
Epoch 0: |          | 7460/? [55:12<00:00,  2.25it/s]
Epoch 0: |          | 7461/? [55:12<00:00,  2.25it/s]
Epoch 0: |          | 7461/? [55:12<00:00,  2.25it/s]
Epoch 0: |          | 7462/? [55:13<00:00,  2.25it/s]
Epoch 0: |          | 7462/? [55:13<00:00,  2.25it/s]
Epoch 0: |          | 7463/? [55:13<00:00,  2.25it/s]
Epoch 0: |          | 7463/? [55:13<00:00,  2.25it/s]
Epoch 0: |          | 7464/? [55:13<00:00,  2.25it/s]
Epoch 0: |          | 7464/? [55:13<00:00,  2.25it/s]
Epoch 0: |          | 7465/? [55:14<00:00,  2.25it/s]
Epoch 0: |          | 7465/? [55:14<00:00,  2.25it/s]
Epoch 0: |          | 7466/? [55:14<00:00,  2.25it/s]
Epoch 0: |          | 7466/? [55:14<00:00,  2.25it/s]
Epoch 0: |          | 7467/? [55:14<00:00,  2.25it/s]
Epoch 0: |          | 7467/? [55:14<00:00,  2.25it/s]
Epoch 0: |          | 7468/? [55:15<00:00,  2.25it/s]
Epoch 0: |          | 7468/? [55:15<00:00,  2.25it/s]
Epoch 0: |          | 7469/? [55:15<00:00,  2.25it/s]
Epoch 0: |          | 7469/? [55:15<00:00,  2.25it/s]
Epoch 0: |          | 7470/? [55:16<00:00,  2.25it/s]
Epoch 0: |          | 7470/? [55:16<00:00,  2.25it/s]
Epoch 0: |          | 7471/? [55:16<00:00,  2.25it/s]
Epoch 0: |          | 7471/? [55:16<00:00,  2.25it/s]
Epoch 0: |          | 7472/? [55:16<00:00,  2.25it/s]
Epoch 0: |          | 7472/? [55:16<00:00,  2.25it/s]
Epoch 0: |          | 7473/? [55:17<00:00,  2.25it/s]
Epoch 0: |          | 7473/? [55:17<00:00,  2.25it/s]
Epoch 0: |          | 7474/? [55:17<00:00,  2.25it/s]
Epoch 0: |          | 7474/? [55:17<00:00,  2.25it/s]
Epoch 0: |          | 7475/? [55:17<00:00,  2.25it/s]
Epoch 0: |          | 7475/? [55:17<00:00,  2.25it/s]
Epoch 0: |          | 7476/? [55:18<00:00,  2.25it/s]
Epoch 0: |          | 7476/? [55:18<00:00,  2.25it/s]
Epoch 0: |          | 7477/? [55:18<00:00,  2.25it/s]
Epoch 0: |          | 7477/? [55:18<00:00,  2.25it/s]
Epoch 0: |          | 7478/? [55:18<00:00,  2.25it/s]
Epoch 0: |          | 7478/? [55:18<00:00,  2.25it/s]
Epoch 0: |          | 7479/? [55:19<00:00,  2.25it/s]
Epoch 0: |          | 7479/? [55:19<00:00,  2.25it/s]
Epoch 0: |          | 7480/? [55:19<00:00,  2.25it/s]
Epoch 0: |          | 7480/? [55:19<00:00,  2.25it/s]
Epoch 0: |          | 7481/? [55:19<00:00,  2.25it/s]
Epoch 0: |          | 7481/? [55:19<00:00,  2.25it/s]
Epoch 0: |          | 7482/? [55:20<00:00,  2.25it/s]
Epoch 0: |          | 7482/? [55:20<00:00,  2.25it/s]
Epoch 0: |          | 7483/? [55:20<00:00,  2.25it/s]
Epoch 0: |          | 7483/? [55:20<00:00,  2.25it/s]
Epoch 0: |          | 7484/? [55:20<00:00,  2.25it/s]
Epoch 0: |          | 7484/? [55:20<00:00,  2.25it/s]
Epoch 0: |          | 7485/? [55:21<00:00,  2.25it/s]
Epoch 0: |          | 7485/? [55:21<00:00,  2.25it/s]
Epoch 0: |          | 7486/? [55:21<00:00,  2.25it/s]
Epoch 0: |          | 7486/? [55:21<00:00,  2.25it/s]
Epoch 0: |          | 7487/? [55:21<00:00,  2.25it/s]
Epoch 0: |          | 7487/? [55:21<00:00,  2.25it/s]
Epoch 0: |          | 7488/? [55:22<00:00,  2.25it/s]
Epoch 0: |          | 7488/? [55:22<00:00,  2.25it/s]
Epoch 0: |          | 7489/? [55:22<00:00,  2.25it/s]
Epoch 0: |          | 7489/? [55:22<00:00,  2.25it/s]
Epoch 0: |          | 7490/? [55:22<00:00,  2.25it/s]
Epoch 0: |          | 7490/? [55:22<00:00,  2.25it/s]
Epoch 0: |          | 7491/? [55:23<00:00,  2.25it/s]
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Epoch 0: |          | 7494/? [55:24<00:00,  2.25it/s]
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Epoch 0: |          | 7495/? [55:24<00:00,  2.25it/s]
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Epoch 0: |          | 7496/? [55:24<00:00,  2.25it/s]
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Epoch 0: |          | 7497/? [55:25<00:00,  2.25it/s]
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Epoch 0: |          | 7498/? [55:25<00:00,  2.25it/s]
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Epoch 0: |          | 7499/? [55:25<00:00,  2.25it/s]
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Epoch 0: |          | 7500/? [55:26<00:00,  2.25it/s]
Epoch 0: |          | 7500/? [55:26<00:00,  2.25it/s]
Epoch 0: |          | 7501/? [55:26<00:00,  2.25it/s]
Epoch 0: |          | 7501/? [55:26<00:00,  2.25it/s]
Epoch 0: |          | 7502/? [55:27<00:00,  2.25it/s]
Epoch 0: |          | 7502/? [55:27<00:00,  2.25it/s]
Epoch 0: |          | 7503/? [55:27<00:00,  2.25it/s]
Epoch 0: |          | 7503/? [55:27<00:00,  2.25it/s]
Epoch 0: |          | 7504/? [55:27<00:00,  2.26it/s]
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Epoch 0: |          | 7505/? [55:28<00:00,  2.26it/s]
Epoch 0: |          | 7505/? [55:28<00:00,  2.26it/s]
Epoch 0: |          | 7506/? [55:28<00:00,  2.26it/s]
Epoch 0: |          | 7506/? [55:28<00:00,  2.26it/s]
Epoch 0: |          | 7507/? [55:28<00:00,  2.26it/s]
Epoch 0: |          | 7507/? [55:28<00:00,  2.26it/s]
Epoch 0: |          | 7508/? [55:29<00:00,  2.26it/s]
Epoch 0: |          | 7508/? [55:29<00:00,  2.26it/s]
Epoch 0: |          | 7509/? [55:29<00:00,  2.26it/s]
Epoch 0: |          | 7509/? [55:29<00:00,  2.26it/s]
Epoch 0: |          | 7510/? [55:29<00:00,  2.26it/s]
Epoch 0: |          | 7510/? [55:29<00:00,  2.26it/s]
Epoch 0: |          | 7511/? [55:30<00:00,  2.26it/s]
Epoch 0: |          | 7511/? [55:30<00:00,  2.26it/s]
Epoch 0: |          | 7512/? [55:30<00:00,  2.26it/s]
Epoch 0: |          | 7512/? [55:30<00:00,  2.26it/s]
Epoch 0: |          | 7513/? [55:30<00:00,  2.26it/s]
Epoch 0: |          | 7513/? [55:30<00:00,  2.26it/s]
Epoch 0: |          | 7514/? [55:31<00:00,  2.26it/s]
Epoch 0: |          | 7514/? [55:31<00:00,  2.26it/s]
Epoch 0: |          | 7515/? [55:31<00:00,  2.26it/s]
Epoch 0: |          | 7515/? [55:31<00:00,  2.26it/s]
Epoch 0: |          | 7516/? [55:31<00:00,  2.26it/s]
Epoch 0: |          | 7516/? [55:31<00:00,  2.26it/s]
Epoch 0: |          | 7517/? [55:32<00:00,  2.26it/s]
Epoch 0: |          | 7517/? [55:32<00:00,  2.26it/s]
Epoch 0: |          | 7518/? [55:32<00:00,  2.26it/s]
Epoch 0: |          | 7518/? [55:32<00:00,  2.26it/s]
Epoch 0: |          | 7519/? [55:32<00:00,  2.26it/s]
Epoch 0: |          | 7519/? [55:32<00:00,  2.26it/s]
Epoch 0: |          | 7520/? [55:33<00:00,  2.26it/s]
Epoch 0: |          | 7520/? [55:33<00:00,  2.26it/s]
Epoch 0: |          | 7521/? [55:33<00:00,  2.26it/s]
Epoch 0: |          | 7521/? [55:33<00:00,  2.26it/s]
Epoch 0: |          | 7522/? [55:33<00:00,  2.26it/s]
Epoch 0: |          | 7522/? [55:33<00:00,  2.26it/s]
Epoch 0: |          | 7523/? [55:34<00:00,  2.26it/s]
Epoch 0: |          | 7523/? [55:34<00:00,  2.26it/s]
Epoch 0: |          | 7524/? [55:34<00:00,  2.26it/s]
Epoch 0: |          | 7524/? [55:34<00:00,  2.26it/s]
Epoch 0: |          | 7525/? [55:34<00:00,  2.26it/s]
Epoch 0: |          | 7525/? [55:34<00:00,  2.26it/s]
Epoch 0: |          | 7526/? [55:35<00:00,  2.26it/s]
Epoch 0: |          | 7526/? [55:35<00:00,  2.26it/s]
Epoch 0: |          | 7527/? [55:35<00:00,  2.26it/s]
Epoch 0: |          | 7527/? [55:35<00:00,  2.26it/s]
Epoch 0: |          | 7528/? [55:35<00:00,  2.26it/s]
Epoch 0: |          | 7528/? [55:35<00:00,  2.26it/s]
Epoch 0: |          | 7529/? [55:36<00:00,  2.26it/s]
Epoch 0: |          | 7529/? [55:36<00:00,  2.26it/s]
Epoch 0: |          | 7530/? [55:36<00:00,  2.26it/s]
Epoch 0: |          | 7530/? [55:36<00:00,  2.26it/s]
Epoch 0: |          | 7531/? [55:36<00:00,  2.26it/s]
Epoch 0: |          | 7531/? [55:36<00:00,  2.26it/s]
Epoch 0: |          | 7532/? [55:37<00:00,  2.26it/s]
Epoch 0: |          | 7532/? [55:37<00:00,  2.26it/s]
Epoch 0: |          | 7533/? [55:37<00:00,  2.26it/s]
Epoch 0: |          | 7533/? [55:37<00:00,  2.26it/s]
Epoch 0: |          | 7534/? [55:37<00:00,  2.26it/s]
Epoch 0: |          | 7534/? [55:37<00:00,  2.26it/s]
Epoch 0: |          | 7535/? [55:38<00:00,  2.26it/s]
Epoch 0: |          | 7535/? [55:38<00:00,  2.26it/s]
Epoch 0: |          | 7536/? [55:38<00:00,  2.26it/s]
Epoch 0: |          | 7536/? [55:38<00:00,  2.26it/s]
Epoch 0: |          | 7537/? [55:39<00:00,  2.26it/s]
Epoch 0: |          | 7537/? [55:39<00:00,  2.26it/s]
Epoch 0: |          | 7538/? [55:39<00:00,  2.26it/s]
Epoch 0: |          | 7538/? [55:39<00:00,  2.26it/s]
Epoch 0: |          | 7539/? [55:39<00:00,  2.26it/s]
Epoch 0: |          | 7539/? [55:39<00:00,  2.26it/s]
Epoch 0: |          | 7540/? [55:40<00:00,  2.26it/s]
Epoch 0: |          | 7540/? [55:40<00:00,  2.26it/s]
Epoch 0: |          | 7541/? [55:40<00:00,  2.26it/s]
Epoch 0: |          | 7541/? [55:40<00:00,  2.26it/s]
Epoch 0: |          | 7542/? [55:40<00:00,  2.26it/s]
Epoch 0: |          | 7542/? [55:40<00:00,  2.26it/s]
Epoch 0: |          | 7543/? [55:41<00:00,  2.26it/s]
Epoch 0: |          | 7543/? [55:41<00:00,  2.26it/s]
Epoch 0: |          | 7544/? [55:41<00:00,  2.26it/s]
Epoch 0: |          | 7544/? [55:41<00:00,  2.26it/s]
Epoch 0: |          | 7545/? [55:41<00:00,  2.26it/s]
Epoch 0: |          | 7545/? [55:41<00:00,  2.26it/s]
Epoch 0: |          | 7546/? [55:42<00:00,  2.26it/s]
Epoch 0: |          | 7546/? [55:42<00:00,  2.26it/s]
Epoch 0: |          | 7547/? [55:42<00:00,  2.26it/s]
Epoch 0: |          | 7547/? [55:42<00:00,  2.26it/s]
Epoch 0: |          | 7548/? [55:42<00:00,  2.26it/s]
Epoch 0: |          | 7548/? [55:42<00:00,  2.26it/s]
Epoch 0: |          | 7549/? [55:43<00:00,  2.26it/s]
Epoch 0: |          | 7549/? [55:43<00:00,  2.26it/s]
Epoch 0: |          | 7550/? [55:43<00:00,  2.26it/s]
Epoch 0: |          | 7550/? [55:43<00:00,  2.26it/s]
Epoch 0: |          | 7551/? [55:43<00:00,  2.26it/s]
Epoch 0: |          | 7551/? [55:43<00:00,  2.26it/s]
Epoch 0: |          | 7552/? [55:44<00:00,  2.26it/s]
Epoch 0: |          | 7552/? [55:44<00:00,  2.26it/s]
Epoch 0: |          | 7553/? [55:44<00:00,  2.26it/s]
Epoch 0: |          | 7553/? [55:44<00:00,  2.26it/s]
Epoch 0: |          | 7554/? [55:44<00:00,  2.26it/s]
Epoch 0: |          | 7554/? [55:44<00:00,  2.26it/s]
Epoch 0: |          | 7555/? [55:45<00:00,  2.26it/s]
Epoch 0: |          | 7555/? [55:45<00:00,  2.26it/s]
Epoch 0: |          | 7556/? [55:45<00:00,  2.26it/s]
Epoch 0: |          | 7556/? [55:45<00:00,  2.26it/s]
Epoch 0: |          | 7557/? [55:45<00:00,  2.26it/s]
Epoch 0: |          | 7557/? [55:45<00:00,  2.26it/s]
Epoch 0: |          | 7558/? [55:46<00:00,  2.26it/s]
Epoch 0: |          | 7558/? [55:46<00:00,  2.26it/s]
Epoch 0: |          | 7559/? [55:46<00:00,  2.26it/s]
Epoch 0: |          | 7559/? [55:46<00:00,  2.26it/s]
Epoch 0: |          | 7560/? [55:47<00:00,  2.26it/s]
Epoch 0: |          | 7560/? [55:47<00:00,  2.26it/s]
Epoch 0: |          | 7561/? [55:47<00:00,  2.26it/s]
Epoch 0: |          | 7561/? [55:47<00:00,  2.26it/s]
Epoch 0: |          | 7562/? [55:47<00:00,  2.26it/s]
Epoch 0: |          | 7562/? [55:47<00:00,  2.26it/s]
Epoch 0: |          | 7563/? [55:48<00:00,  2.26it/s]
Epoch 0: |          | 7563/? [55:48<00:00,  2.26it/s]
Epoch 0: |          | 7564/? [55:48<00:00,  2.26it/s]
Epoch 0: |          | 7564/? [55:48<00:00,  2.26it/s]
Epoch 0: |          | 7565/? [55:48<00:00,  2.26it/s]
Epoch 0: |          | 7565/? [55:48<00:00,  2.26it/s]
Epoch 0: |          | 7566/? [55:49<00:00,  2.26it/s]
Epoch 0: |          | 7566/? [55:49<00:00,  2.26it/s]
Epoch 0: |          | 7567/? [55:49<00:00,  2.26it/s]
Epoch 0: |          | 7567/? [55:49<00:00,  2.26it/s]
Epoch 0: |          | 7568/? [55:49<00:00,  2.26it/s]
Epoch 0: |          | 7568/? [55:49<00:00,  2.26it/s]
Epoch 0: |          | 7569/? [55:50<00:00,  2.26it/s]
Epoch 0: |          | 7569/? [55:50<00:00,  2.26it/s]
Epoch 0: |          | 7570/? [55:50<00:00,  2.26it/s]
Epoch 0: |          | 7570/? [55:50<00:00,  2.26it/s]
Epoch 0: |          | 7571/? [55:50<00:00,  2.26it/s]
Epoch 0: |          | 7571/? [55:50<00:00,  2.26it/s]
Epoch 0: |          | 7572/? [55:51<00:00,  2.26it/s]
Epoch 0: |          | 7572/? [55:51<00:00,  2.26it/s]
Epoch 0: |          | 7573/? [55:51<00:00,  2.26it/s]
Epoch 0: |          | 7573/? [55:51<00:00,  2.26it/s]
Epoch 0: |          | 7574/? [55:51<00:00,  2.26it/s]
Epoch 0: |          | 7574/? [55:51<00:00,  2.26it/s]
Epoch 0: |          | 7575/? [55:52<00:00,  2.26it/s]
Epoch 0: |          | 7575/? [55:52<00:00,  2.26it/s]
Epoch 0: |          | 7576/? [55:52<00:00,  2.26it/s]
Epoch 0: |          | 7576/? [55:52<00:00,  2.26it/s]
Epoch 0: |          | 7577/? [55:52<00:00,  2.26it/s]
Epoch 0: |          | 7577/? [55:52<00:00,  2.26it/s]
Epoch 0: |          | 7578/? [55:53<00:00,  2.26it/s]
Epoch 0: |          | 7578/? [55:53<00:00,  2.26it/s]
Epoch 0: |          | 7579/? [55:53<00:00,  2.26it/s]
Epoch 0: |          | 7579/? [55:53<00:00,  2.26it/s]
Epoch 0: |          | 7580/? [55:53<00:00,  2.26it/s]
Epoch 0: |          | 7580/? [55:53<00:00,  2.26it/s]
Epoch 0: |          | 7581/? [55:54<00:00,  2.26it/s]
Epoch 0: |          | 7581/? [55:54<00:00,  2.26it/s]
Epoch 0: |          | 7582/? [55:54<00:00,  2.26it/s]
Epoch 0: |          | 7582/? [55:54<00:00,  2.26it/s]
Epoch 0: |          | 7583/? [55:54<00:00,  2.26it/s]
Epoch 0: |          | 7583/? [55:54<00:00,  2.26it/s]
Epoch 0: |          | 7584/? [55:55<00:00,  2.26it/s]
Epoch 0: |          | 7584/? [55:55<00:00,  2.26it/s]
Epoch 0: |          | 7585/? [55:55<00:00,  2.26it/s]
Epoch 0: |          | 7585/? [55:55<00:00,  2.26it/s]
Epoch 0: |          | 7586/? [55:55<00:00,  2.26it/s]
Epoch 0: |          | 7586/? [55:55<00:00,  2.26it/s]
Epoch 0: |          | 7587/? [55:56<00:00,  2.26it/s]
Epoch 0: |          | 7587/? [55:56<00:00,  2.26it/s]
Epoch 0: |          | 7588/? [55:56<00:00,  2.26it/s]
Epoch 0: |          | 7588/? [55:56<00:00,  2.26it/s]
Epoch 0: |          | 7589/? [55:57<00:00,  2.26it/s]
Epoch 0: |          | 7589/? [55:57<00:00,  2.26it/s]
Epoch 0: |          | 7590/? [55:57<00:00,  2.26it/s]
Epoch 0: |          | 7590/? [55:57<00:00,  2.26it/s]
Epoch 0: |          | 7591/? [55:57<00:00,  2.26it/s]
Epoch 0: |          | 7591/? [55:57<00:00,  2.26it/s]
Epoch 0: |          | 7592/? [55:58<00:00,  2.26it/s]
Epoch 0: |          | 7592/? [55:58<00:00,  2.26it/s]
Epoch 0: |          | 7593/? [55:58<00:00,  2.26it/s]
Epoch 0: |          | 7593/? [55:58<00:00,  2.26it/s]
Epoch 0: |          | 7594/? [55:58<00:00,  2.26it/s]
Epoch 0: |          | 7594/? [55:58<00:00,  2.26it/s]
Epoch 0: |          | 7595/? [55:59<00:00,  2.26it/s]
Epoch 0: |          | 7595/? [55:59<00:00,  2.26it/s]
Epoch 0: |          | 7596/? [55:59<00:00,  2.26it/s]
Epoch 0: |          | 7596/? [55:59<00:00,  2.26it/s]
Epoch 0: |          | 7597/? [55:59<00:00,  2.26it/s]
Epoch 0: |          | 7597/? [55:59<00:00,  2.26it/s]
Epoch 0: |          | 7598/? [56:00<00:00,  2.26it/s]
Epoch 0: |          | 7598/? [56:00<00:00,  2.26it/s]
Epoch 0: |          | 7599/? [56:00<00:00,  2.26it/s]
Epoch 0: |          | 7599/? [56:00<00:00,  2.26it/s]
Epoch 0: |          | 7600/? [56:00<00:00,  2.26it/s]
Epoch 0: |          | 7600/? [56:00<00:00,  2.26it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.95it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.24it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.13it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.10it/s]

Epoch 0: |          | 7600/? [56:01<00:00,  2.26it/s]
Epoch 0: |          | 7601/? [56:01<00:00,  2.26it/s]
Epoch 0: |          | 7601/? [56:01<00:00,  2.26it/s]
Epoch 0: |          | 7602/? [56:01<00:00,  2.26it/s]
Epoch 0: |          | 7602/? [56:01<00:00,  2.26it/s]
Epoch 0: |          | 7603/? [56:02<00:00,  2.26it/s]
Epoch 0: |          | 7603/? [56:02<00:00,  2.26it/s]
Epoch 0: |          | 7604/? [56:02<00:00,  2.26it/s]
Epoch 0: |          | 7604/? [56:02<00:00,  2.26it/s]
Epoch 0: |          | 7605/? [56:02<00:00,  2.26it/s]
Epoch 0: |          | 7605/? [56:02<00:00,  2.26it/s]
Epoch 0: |          | 7606/? [56:03<00:00,  2.26it/s]
Epoch 0: |          | 7606/? [56:03<00:00,  2.26it/s]
Epoch 0: |          | 7607/? [56:03<00:00,  2.26it/s]
Epoch 0: |          | 7607/? [56:03<00:00,  2.26it/s]
Epoch 0: |          | 7608/? [56:04<00:00,  2.26it/s]
Epoch 0: |          | 7608/? [56:04<00:00,  2.26it/s]
Epoch 0: |          | 7609/? [56:04<00:00,  2.26it/s]
Epoch 0: |          | 7609/? [56:04<00:00,  2.26it/s]
Epoch 0: |          | 7610/? [56:04<00:00,  2.26it/s]
Epoch 0: |          | 7610/? [56:04<00:00,  2.26it/s]
Epoch 0: |          | 7611/? [56:05<00:00,  2.26it/s]
Epoch 0: |          | 7611/? [56:05<00:00,  2.26it/s]
Epoch 0: |          | 7612/? [56:05<00:00,  2.26it/s]
Epoch 0: |          | 7612/? [56:05<00:00,  2.26it/s]
Epoch 0: |          | 7613/? [56:05<00:00,  2.26it/s]
Epoch 0: |          | 7613/? [56:05<00:00,  2.26it/s]
Epoch 0: |          | 7614/? [56:06<00:00,  2.26it/s]
Epoch 0: |          | 7614/? [56:06<00:00,  2.26it/s]
Epoch 0: |          | 7615/? [56:06<00:00,  2.26it/s]
Epoch 0: |          | 7615/? [56:06<00:00,  2.26it/s]
Epoch 0: |          | 7616/? [56:06<00:00,  2.26it/s]
Epoch 0: |          | 7616/? [56:06<00:00,  2.26it/s]
Epoch 0: |          | 7617/? [56:07<00:00,  2.26it/s]
Epoch 0: |          | 7617/? [56:07<00:00,  2.26it/s]
Epoch 0: |          | 7618/? [56:07<00:00,  2.26it/s]
Epoch 0: |          | 7618/? [56:07<00:00,  2.26it/s]
Epoch 0: |          | 7619/? [56:07<00:00,  2.26it/s]
Epoch 0: |          | 7619/? [56:07<00:00,  2.26it/s]
Epoch 0: |          | 7620/? [56:08<00:00,  2.26it/s]
Epoch 0: |          | 7620/? [56:08<00:00,  2.26it/s]
Epoch 0: |          | 7621/? [56:08<00:00,  2.26it/s]
Epoch 0: |          | 7621/? [56:08<00:00,  2.26it/s]
Epoch 0: |          | 7622/? [56:08<00:00,  2.26it/s]
Epoch 0: |          | 7622/? [56:08<00:00,  2.26it/s]
Epoch 0: |          | 7623/? [56:09<00:00,  2.26it/s]
Epoch 0: |          | 7623/? [56:09<00:00,  2.26it/s]
Epoch 0: |          | 7624/? [56:09<00:00,  2.26it/s]
Epoch 0: |          | 7624/? [56:09<00:00,  2.26it/s]
Epoch 0: |          | 7625/? [56:09<00:00,  2.26it/s]
Epoch 0: |          | 7625/? [56:09<00:00,  2.26it/s]
Epoch 0: |          | 7626/? [56:10<00:00,  2.26it/s]
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Epoch 0: |          | 7645/? [56:16<00:00,  2.26it/s]
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Epoch 0: |          | 7647/? [56:17<00:00,  2.26it/s]
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Epoch 0: |          | 7648/? [56:17<00:00,  2.26it/s]
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Epoch 0: |          | 7649/? [56:18<00:00,  2.26it/s]
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Epoch 0: |          | 7650/? [56:18<00:00,  2.26it/s]
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Epoch 0: |          | 7651/? [56:18<00:00,  2.26it/s]
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Epoch 0: |          | 7652/? [56:19<00:00,  2.26it/s]
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Epoch 0: |          | 7653/? [56:19<00:00,  2.26it/s]
Epoch 0: |          | 7653/? [56:19<00:00,  2.26it/s]
Epoch 0: |          | 7654/? [56:19<00:00,  2.26it/s]
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Epoch 0: |          | 7655/? [56:20<00:00,  2.26it/s]
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Epoch 0: |          | 7656/? [56:20<00:00,  2.26it/s]
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Epoch 0: |          | 7657/? [56:20<00:00,  2.26it/s]
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Epoch 0: |          | 7658/? [56:21<00:00,  2.26it/s]
Epoch 0: |          | 7658/? [56:21<00:00,  2.26it/s]
Epoch 0: |          | 7659/? [56:21<00:00,  2.26it/s]
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Epoch 0: |          | 7660/? [56:21<00:00,  2.26it/s]
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Epoch 0: |          | 7661/? [56:22<00:00,  2.27it/s]
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Epoch 0: |          | 7662/? [56:22<00:00,  2.27it/s]
Epoch 0: |          | 7662/? [56:22<00:00,  2.27it/s]
Epoch 0: |          | 7663/? [56:22<00:00,  2.27it/s]
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Epoch 0: |          | 7664/? [56:23<00:00,  2.27it/s]
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Epoch 0: |          | 7665/? [56:23<00:00,  2.27it/s]
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Epoch 0: |          | 7666/? [56:24<00:00,  2.27it/s]
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Epoch 0: |          | 7667/? [56:24<00:00,  2.27it/s]
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Epoch 0: |          | 7668/? [56:24<00:00,  2.27it/s]
Epoch 0: |          | 7668/? [56:24<00:00,  2.27it/s]
Epoch 0: |          | 7669/? [56:24<00:00,  2.27it/s]
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Epoch 0: |          | 7670/? [56:25<00:00,  2.27it/s]
Epoch 0: |          | 7670/? [56:25<00:00,  2.27it/s]
Epoch 0: |          | 7671/? [56:25<00:00,  2.27it/s]
Epoch 0: |          | 7671/? [56:25<00:00,  2.27it/s]
Epoch 0: |          | 7672/? [56:26<00:00,  2.27it/s]
Epoch 0: |          | 7672/? [56:26<00:00,  2.27it/s]
Epoch 0: |          | 7673/? [56:26<00:00,  2.27it/s]
Epoch 0: |          | 7673/? [56:26<00:00,  2.27it/s]
Epoch 0: |          | 7674/? [56:26<00:00,  2.27it/s]
Epoch 0: |          | 7674/? [56:26<00:00,  2.27it/s]
Epoch 0: |          | 7675/? [56:27<00:00,  2.27it/s]
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Epoch 0: |          | 7676/? [56:27<00:00,  2.27it/s]
Epoch 0: |          | 7676/? [56:27<00:00,  2.27it/s]
Epoch 0: |          | 7677/? [56:27<00:00,  2.27it/s]
Epoch 0: |          | 7677/? [56:27<00:00,  2.27it/s]
Epoch 0: |          | 7678/? [56:28<00:00,  2.27it/s]
Epoch 0: |          | 7678/? [56:28<00:00,  2.27it/s]
Epoch 0: |          | 7679/? [56:28<00:00,  2.27it/s]
Epoch 0: |          | 7679/? [56:28<00:00,  2.27it/s]
Epoch 0: |          | 7680/? [56:28<00:00,  2.27it/s]
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Epoch 0: |          | 7681/? [56:29<00:00,  2.27it/s]
Epoch 0: |          | 7681/? [56:29<00:00,  2.27it/s]
Epoch 0: |          | 7682/? [56:29<00:00,  2.27it/s]
Epoch 0: |          | 7682/? [56:29<00:00,  2.27it/s]
Epoch 0: |          | 7683/? [56:29<00:00,  2.27it/s]
Epoch 0: |          | 7683/? [56:29<00:00,  2.27it/s]
Epoch 0: |          | 7684/? [56:30<00:00,  2.27it/s]
Epoch 0: |          | 7684/? [56:30<00:00,  2.27it/s]
Epoch 0: |          | 7685/? [56:30<00:00,  2.27it/s]
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Epoch 0: |          | 7686/? [56:30<00:00,  2.27it/s]
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Epoch 0: |          | 7687/? [56:31<00:00,  2.27it/s]
Epoch 0: |          | 7687/? [56:31<00:00,  2.27it/s]
Epoch 0: |          | 7688/? [56:31<00:00,  2.27it/s]
Epoch 0: |          | 7688/? [56:31<00:00,  2.27it/s]
Epoch 0: |          | 7689/? [56:31<00:00,  2.27it/s]
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Epoch 0: |          | 7690/? [56:32<00:00,  2.27it/s]
Epoch 0: |          | 7690/? [56:32<00:00,  2.27it/s]
Epoch 0: |          | 7691/? [56:32<00:00,  2.27it/s]
Epoch 0: |          | 7691/? [56:32<00:00,  2.27it/s]
Epoch 0: |          | 7692/? [56:32<00:00,  2.27it/s]
Epoch 0: |          | 7692/? [56:32<00:00,  2.27it/s]
Epoch 0: |          | 7693/? [56:33<00:00,  2.27it/s]
Epoch 0: |          | 7693/? [56:33<00:00,  2.27it/s]
Epoch 0: |          | 7694/? [56:33<00:00,  2.27it/s]
Epoch 0: |          | 7694/? [56:33<00:00,  2.27it/s]
Epoch 0: |          | 7695/? [56:33<00:00,  2.27it/s]
Epoch 0: |          | 7695/? [56:33<00:00,  2.27it/s]
Epoch 0: |          | 7696/? [56:34<00:00,  2.27it/s]
Epoch 0: |          | 7696/? [56:34<00:00,  2.27it/s]
Epoch 0: |          | 7697/? [56:34<00:00,  2.27it/s]
Epoch 0: |          | 7697/? [56:34<00:00,  2.27it/s]
Epoch 0: |          | 7698/? [56:35<00:00,  2.27it/s]
Epoch 0: |          | 7698/? [56:35<00:00,  2.27it/s]
Epoch 0: |          | 7699/? [56:35<00:00,  2.27it/s]
Epoch 0: |          | 7699/? [56:35<00:00,  2.27it/s]
Epoch 0: |          | 7700/? [56:35<00:00,  2.27it/s]
Epoch 0: |          | 7700/? [56:35<00:00,  2.27it/s]
Epoch 0: |          | 7701/? [56:35<00:00,  2.27it/s]
Epoch 0: |          | 7701/? [56:35<00:00,  2.27it/s]
Epoch 0: |          | 7702/? [56:36<00:00,  2.27it/s]
Epoch 0: |          | 7702/? [56:36<00:00,  2.27it/s]
Epoch 0: |          | 7703/? [56:36<00:00,  2.27it/s]
Epoch 0: |          | 7703/? [56:36<00:00,  2.27it/s]
Epoch 0: |          | 7704/? [56:37<00:00,  2.27it/s]
Epoch 0: |          | 7704/? [56:37<00:00,  2.27it/s]
Epoch 0: |          | 7705/? [56:37<00:00,  2.27it/s]
Epoch 0: |          | 7705/? [56:37<00:00,  2.27it/s]
Epoch 0: |          | 7706/? [56:37<00:00,  2.27it/s]
Epoch 0: |          | 7706/? [56:37<00:00,  2.27it/s]
Epoch 0: |          | 7707/? [56:38<00:00,  2.27it/s]
Epoch 0: |          | 7707/? [56:38<00:00,  2.27it/s]
Epoch 0: |          | 7708/? [56:38<00:00,  2.27it/s]
Epoch 0: |          | 7708/? [56:38<00:00,  2.27it/s]
Epoch 0: |          | 7709/? [56:38<00:00,  2.27it/s]
Epoch 0: |          | 7709/? [56:38<00:00,  2.27it/s]
Epoch 0: |          | 7710/? [56:39<00:00,  2.27it/s]
Epoch 0: |          | 7710/? [56:39<00:00,  2.27it/s]
Epoch 0: |          | 7711/? [56:39<00:00,  2.27it/s]
Epoch 0: |          | 7711/? [56:39<00:00,  2.27it/s]
Epoch 0: |          | 7712/? [56:39<00:00,  2.27it/s]
Epoch 0: |          | 7712/? [56:39<00:00,  2.27it/s]
Epoch 0: |          | 7713/? [56:40<00:00,  2.27it/s]
Epoch 0: |          | 7713/? [56:40<00:00,  2.27it/s]
Epoch 0: |          | 7714/? [56:40<00:00,  2.27it/s]
Epoch 0: |          | 7714/? [56:40<00:00,  2.27it/s]
Epoch 0: |          | 7715/? [56:40<00:00,  2.27it/s]
Epoch 0: |          | 7715/? [56:40<00:00,  2.27it/s]
Epoch 0: |          | 7716/? [56:41<00:00,  2.27it/s]
Epoch 0: |          | 7716/? [56:41<00:00,  2.27it/s]
Epoch 0: |          | 7717/? [56:41<00:00,  2.27it/s]
Epoch 0: |          | 7717/? [56:41<00:00,  2.27it/s]
Epoch 0: |          | 7718/? [56:41<00:00,  2.27it/s]
Epoch 0: |          | 7718/? [56:41<00:00,  2.27it/s]
Epoch 0: |          | 7719/? [56:42<00:00,  2.27it/s]
Epoch 0: |          | 7719/? [56:42<00:00,  2.27it/s]
Epoch 0: |          | 7720/? [56:42<00:00,  2.27it/s]
Epoch 0: |          | 7720/? [56:42<00:00,  2.27it/s]
Epoch 0: |          | 7721/? [56:42<00:00,  2.27it/s]
Epoch 0: |          | 7721/? [56:42<00:00,  2.27it/s]
Epoch 0: |          | 7722/? [56:43<00:00,  2.27it/s]
Epoch 0: |          | 7722/? [56:43<00:00,  2.27it/s]
Epoch 0: |          | 7723/? [56:43<00:00,  2.27it/s]
Epoch 0: |          | 7723/? [56:43<00:00,  2.27it/s]
Epoch 0: |          | 7724/? [56:43<00:00,  2.27it/s]
Epoch 0: |          | 7724/? [56:43<00:00,  2.27it/s]
Epoch 0: |          | 7725/? [56:44<00:00,  2.27it/s]
Epoch 0: |          | 7725/? [56:44<00:00,  2.27it/s]
Epoch 0: |          | 7726/? [56:44<00:00,  2.27it/s]
Epoch 0: |          | 7726/? [56:44<00:00,  2.27it/s]
Epoch 0: |          | 7727/? [56:44<00:00,  2.27it/s]
Epoch 0: |          | 7727/? [56:44<00:00,  2.27it/s]
Epoch 0: |          | 7728/? [56:45<00:00,  2.27it/s]
Epoch 0: |          | 7728/? [56:45<00:00,  2.27it/s]
Epoch 0: |          | 7729/? [56:45<00:00,  2.27it/s]
Epoch 0: |          | 7729/? [56:45<00:00,  2.27it/s]
Epoch 0: |          | 7730/? [56:45<00:00,  2.27it/s]
Epoch 0: |          | 7730/? [56:45<00:00,  2.27it/s]
Epoch 0: |          | 7731/? [56:46<00:00,  2.27it/s]
Epoch 0: |          | 7731/? [56:46<00:00,  2.27it/s]
Epoch 0: |          | 7732/? [56:46<00:00,  2.27it/s]
Epoch 0: |          | 7732/? [56:46<00:00,  2.27it/s]
Epoch 0: |          | 7733/? [56:46<00:00,  2.27it/s]
Epoch 0: |          | 7733/? [56:46<00:00,  2.27it/s]
Epoch 0: |          | 7734/? [56:47<00:00,  2.27it/s]
Epoch 0: |          | 7734/? [56:47<00:00,  2.27it/s]
Epoch 0: |          | 7735/? [56:47<00:00,  2.27it/s]
Epoch 0: |          | 7735/? [56:47<00:00,  2.27it/s]
Epoch 0: |          | 7736/? [56:47<00:00,  2.27it/s]
Epoch 0: |          | 7736/? [56:47<00:00,  2.27it/s]
Epoch 0: |          | 7737/? [56:48<00:00,  2.27it/s]
Epoch 0: |          | 7737/? [56:48<00:00,  2.27it/s]
Epoch 0: |          | 7738/? [56:48<00:00,  2.27it/s]
Epoch 0: |          | 7738/? [56:48<00:00,  2.27it/s]
Epoch 0: |          | 7739/? [56:48<00:00,  2.27it/s]
Epoch 0: |          | 7739/? [56:48<00:00,  2.27it/s]
Epoch 0: |          | 7740/? [56:49<00:00,  2.27it/s]
Epoch 0: |          | 7740/? [56:49<00:00,  2.27it/s]
Epoch 0: |          | 7741/? [56:49<00:00,  2.27it/s]
Epoch 0: |          | 7741/? [56:49<00:00,  2.27it/s]
Epoch 0: |          | 7742/? [56:49<00:00,  2.27it/s]
Epoch 0: |          | 7742/? [56:49<00:00,  2.27it/s]
Epoch 0: |          | 7743/? [56:50<00:00,  2.27it/s]
Epoch 0: |          | 7743/? [56:50<00:00,  2.27it/s]
Epoch 0: |          | 7744/? [56:50<00:00,  2.27it/s]
Epoch 0: |          | 7744/? [56:50<00:00,  2.27it/s]
Epoch 0: |          | 7745/? [56:50<00:00,  2.27it/s]
Epoch 0: |          | 7745/? [56:50<00:00,  2.27it/s]
Epoch 0: |          | 7746/? [56:51<00:00,  2.27it/s]
Epoch 0: |          | 7746/? [56:51<00:00,  2.27it/s]
Epoch 0: |          | 7747/? [56:51<00:00,  2.27it/s]
Epoch 0: |          | 7747/? [56:51<00:00,  2.27it/s]
Epoch 0: |          | 7748/? [56:51<00:00,  2.27it/s]
Epoch 0: |          | 7748/? [56:51<00:00,  2.27it/s]
Epoch 0: |          | 7749/? [56:52<00:00,  2.27it/s]
Epoch 0: |          | 7749/? [56:52<00:00,  2.27it/s]
Epoch 0: |          | 7750/? [56:52<00:00,  2.27it/s]
Epoch 0: |          | 7750/? [56:52<00:00,  2.27it/s]
Epoch 0: |          | 7751/? [56:52<00:00,  2.27it/s]
Epoch 0: |          | 7751/? [56:52<00:00,  2.27it/s]
Epoch 0: |          | 7752/? [56:53<00:00,  2.27it/s]
Epoch 0: |          | 7752/? [56:53<00:00,  2.27it/s]
Epoch 0: |          | 7753/? [56:53<00:00,  2.27it/s]
Epoch 0: |          | 7753/? [56:53<00:00,  2.27it/s]
Epoch 0: |          | 7754/? [56:53<00:00,  2.27it/s]
Epoch 0: |          | 7754/? [56:53<00:00,  2.27it/s]
Epoch 0: |          | 7755/? [56:54<00:00,  2.27it/s]
Epoch 0: |          | 7755/? [56:54<00:00,  2.27it/s]
Epoch 0: |          | 7756/? [56:54<00:00,  2.27it/s]
Epoch 0: |          | 7756/? [56:54<00:00,  2.27it/s]
Epoch 0: |          | 7757/? [56:54<00:00,  2.27it/s]
Epoch 0: |          | 7757/? [56:54<00:00,  2.27it/s]
Epoch 0: |          | 7758/? [56:55<00:00,  2.27it/s]
Epoch 0: |          | 7758/? [56:55<00:00,  2.27it/s]
Epoch 0: |          | 7759/? [56:55<00:00,  2.27it/s]
Epoch 0: |          | 7759/? [56:55<00:00,  2.27it/s]
Epoch 0: |          | 7760/? [56:55<00:00,  2.27it/s]
Epoch 0: |          | 7760/? [56:55<00:00,  2.27it/s]
Epoch 0: |          | 7761/? [56:56<00:00,  2.27it/s]
Epoch 0: |          | 7761/? [56:56<00:00,  2.27it/s]
Epoch 0: |          | 7762/? [56:56<00:00,  2.27it/s]
Epoch 0: |          | 7762/? [56:56<00:00,  2.27it/s]
Epoch 0: |          | 7763/? [56:57<00:00,  2.27it/s]
Epoch 0: |          | 7763/? [56:57<00:00,  2.27it/s]
Epoch 0: |          | 7764/? [56:57<00:00,  2.27it/s]
Epoch 0: |          | 7764/? [56:57<00:00,  2.27it/s]
Epoch 0: |          | 7765/? [56:57<00:00,  2.27it/s]
Epoch 0: |          | 7765/? [56:57<00:00,  2.27it/s]
Epoch 0: |          | 7766/? [56:58<00:00,  2.27it/s]
Epoch 0: |          | 7766/? [56:58<00:00,  2.27it/s]
Epoch 0: |          | 7767/? [56:58<00:00,  2.27it/s]
Epoch 0: |          | 7767/? [56:58<00:00,  2.27it/s]
Epoch 0: |          | 7768/? [56:58<00:00,  2.27it/s]
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Epoch 0: |          | 7769/? [56:59<00:00,  2.27it/s]
Epoch 0: |          | 7769/? [56:59<00:00,  2.27it/s]
Epoch 0: |          | 7770/? [56:59<00:00,  2.27it/s]
Epoch 0: |          | 7770/? [56:59<00:00,  2.27it/s]
Epoch 0: |          | 7771/? [56:59<00:00,  2.27it/s]
Epoch 0: |          | 7771/? [56:59<00:00,  2.27it/s]
Epoch 0: |          | 7772/? [57:00<00:00,  2.27it/s]
Epoch 0: |          | 7772/? [57:00<00:00,  2.27it/s]
Epoch 0: |          | 7773/? [57:00<00:00,  2.27it/s]
Epoch 0: |          | 7773/? [57:00<00:00,  2.27it/s]
Epoch 0: |          | 7774/? [57:00<00:00,  2.27it/s]
Epoch 0: |          | 7774/? [57:00<00:00,  2.27it/s]
Epoch 0: |          | 7775/? [57:01<00:00,  2.27it/s]
Epoch 0: |          | 7775/? [57:01<00:00,  2.27it/s]
Epoch 0: |          | 7776/? [57:01<00:00,  2.27it/s]
Epoch 0: |          | 7776/? [57:01<00:00,  2.27it/s]
Epoch 0: |          | 7777/? [57:01<00:00,  2.27it/s]
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Epoch 0: |          | 7778/? [57:02<00:00,  2.27it/s]
Epoch 0: |          | 7778/? [57:02<00:00,  2.27it/s]
Epoch 0: |          | 7779/? [57:02<00:00,  2.27it/s]
Epoch 0: |          | 7779/? [57:02<00:00,  2.27it/s]
Epoch 0: |          | 7780/? [57:02<00:00,  2.27it/s]
Epoch 0: |          | 7780/? [57:02<00:00,  2.27it/s]
Epoch 0: |          | 7781/? [57:03<00:00,  2.27it/s]
Epoch 0: |          | 7781/? [57:03<00:00,  2.27it/s]
Epoch 0: |          | 7782/? [57:03<00:00,  2.27it/s]
Epoch 0: |          | 7782/? [57:03<00:00,  2.27it/s]
Epoch 0: |          | 7783/? [57:03<00:00,  2.27it/s]
Epoch 0: |          | 7783/? [57:03<00:00,  2.27it/s]
Epoch 0: |          | 7784/? [57:04<00:00,  2.27it/s]
Epoch 0: |          | 7784/? [57:04<00:00,  2.27it/s]
Epoch 0: |          | 7785/? [57:04<00:00,  2.27it/s]
Epoch 0: |          | 7785/? [57:04<00:00,  2.27it/s]
Epoch 0: |          | 7786/? [57:04<00:00,  2.27it/s]
Epoch 0: |          | 7786/? [57:04<00:00,  2.27it/s]
Epoch 0: |          | 7787/? [57:05<00:00,  2.27it/s]
Epoch 0: |          | 7787/? [57:05<00:00,  2.27it/s]
Epoch 0: |          | 7788/? [57:05<00:00,  2.27it/s]
Epoch 0: |          | 7788/? [57:05<00:00,  2.27it/s]
Epoch 0: |          | 7789/? [57:05<00:00,  2.27it/s]
Epoch 0: |          | 7789/? [57:05<00:00,  2.27it/s]
Epoch 0: |          | 7790/? [57:06<00:00,  2.27it/s]
Epoch 0: |          | 7790/? [57:06<00:00,  2.27it/s]
Epoch 0: |          | 7791/? [57:06<00:00,  2.27it/s]
Epoch 0: |          | 7791/? [57:06<00:00,  2.27it/s]
Epoch 0: |          | 7792/? [57:06<00:00,  2.27it/s]
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Epoch 0: |          | 7793/? [57:07<00:00,  2.27it/s]
Epoch 0: |          | 7793/? [57:07<00:00,  2.27it/s]
Epoch 0: |          | 7794/? [57:07<00:00,  2.27it/s]
Epoch 0: |          | 7794/? [57:07<00:00,  2.27it/s]
Epoch 0: |          | 7795/? [57:07<00:00,  2.27it/s]
Epoch 0: |          | 7795/? [57:07<00:00,  2.27it/s]
Epoch 0: |          | 7796/? [57:08<00:00,  2.27it/s]
Epoch 0: |          | 7796/? [57:08<00:00,  2.27it/s]
Epoch 0: |          | 7797/? [57:08<00:00,  2.27it/s]
Epoch 0: |          | 7797/? [57:08<00:00,  2.27it/s]
Epoch 0: |          | 7798/? [57:08<00:00,  2.27it/s]
Epoch 0: |          | 7798/? [57:08<00:00,  2.27it/s]
Epoch 0: |          | 7799/? [57:09<00:00,  2.27it/s]
Epoch 0: |          | 7799/? [57:09<00:00,  2.27it/s]
Epoch 0: |          | 7800/? [57:09<00:00,  2.27it/s]
Epoch 0: |          | 7800/? [57:09<00:00,  2.27it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.12it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.51it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.34it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.21it/s]

Epoch 0: |          | 7800/? [57:10<00:00,  2.27it/s]
Epoch 0: |          | 7801/? [57:10<00:00,  2.27it/s]
Epoch 0: |          | 7801/? [57:10<00:00,  2.27it/s]
Epoch 0: |          | 7802/? [57:10<00:00,  2.27it/s]
Epoch 0: |          | 7802/? [57:10<00:00,  2.27it/s]
Epoch 0: |          | 7803/? [57:11<00:00,  2.27it/s]
Epoch 0: |          | 7803/? [57:11<00:00,  2.27it/s]
Epoch 0: |          | 7804/? [57:11<00:00,  2.27it/s]
Epoch 0: |          | 7804/? [57:11<00:00,  2.27it/s]
Epoch 0: |          | 7805/? [57:11<00:00,  2.27it/s]
Epoch 0: |          | 7805/? [57:11<00:00,  2.27it/s]
Epoch 0: |          | 7806/? [57:11<00:00,  2.27it/s]
Epoch 0: |          | 7806/? [57:11<00:00,  2.27it/s]
Epoch 0: |          | 7807/? [57:12<00:00,  2.27it/s]
Epoch 0: |          | 7807/? [57:12<00:00,  2.27it/s]
Epoch 0: |          | 7808/? [57:12<00:00,  2.27it/s]
Epoch 0: |          | 7808/? [57:12<00:00,  2.27it/s]
Epoch 0: |          | 7809/? [57:12<00:00,  2.27it/s]
Epoch 0: |          | 7809/? [57:12<00:00,  2.27it/s]
Epoch 0: |          | 7810/? [57:13<00:00,  2.27it/s]
Epoch 0: |          | 7810/? [57:13<00:00,  2.27it/s]
Epoch 0: |          | 7811/? [57:13<00:00,  2.27it/s]
Epoch 0: |          | 7811/? [57:13<00:00,  2.27it/s]
Epoch 0: |          | 7812/? [57:14<00:00,  2.27it/s]
Epoch 0: |          | 7812/? [57:14<00:00,  2.27it/s]
Epoch 0: |          | 7813/? [57:14<00:00,  2.27it/s]
Epoch 0: |          | 7813/? [57:14<00:00,  2.27it/s]
Epoch 0: |          | 7814/? [57:14<00:00,  2.28it/s]
Epoch 0: |          | 7814/? [57:14<00:00,  2.28it/s]
Epoch 0: |          | 7815/? [57:15<00:00,  2.28it/s]
Epoch 0: |          | 7815/? [57:15<00:00,  2.28it/s]
Epoch 0: |          | 7816/? [57:15<00:00,  2.28it/s]
Epoch 0: |          | 7816/? [57:15<00:00,  2.28it/s]
Epoch 0: |          | 7817/? [57:15<00:00,  2.28it/s]
Epoch 0: |          | 7817/? [57:15<00:00,  2.28it/s]
Epoch 0: |          | 7818/? [57:16<00:00,  2.28it/s]
Epoch 0: |          | 7818/? [57:16<00:00,  2.28it/s]
Epoch 0: |          | 7819/? [57:16<00:00,  2.28it/s]
Epoch 0: |          | 7819/? [57:16<00:00,  2.28it/s]
Epoch 0: |          | 7820/? [57:16<00:00,  2.28it/s]
Epoch 0: |          | 7820/? [57:16<00:00,  2.28it/s]
Epoch 0: |          | 7821/? [57:17<00:00,  2.28it/s]
Epoch 0: |          | 7821/? [57:17<00:00,  2.28it/s]
Epoch 0: |          | 7822/? [57:17<00:00,  2.28it/s]
Epoch 0: |          | 7822/? [57:17<00:00,  2.28it/s]
Epoch 0: |          | 7823/? [57:17<00:00,  2.28it/s]
Epoch 0: |          | 7823/? [57:17<00:00,  2.28it/s]
Epoch 0: |          | 7824/? [57:18<00:00,  2.28it/s]
Epoch 0: |          | 7824/? [57:18<00:00,  2.28it/s]
Epoch 0: |          | 7825/? [57:18<00:00,  2.28it/s]
Epoch 0: |          | 7825/? [57:18<00:00,  2.28it/s]
Epoch 0: |          | 7826/? [57:18<00:00,  2.28it/s]
Epoch 0: |          | 7826/? [57:18<00:00,  2.28it/s]
Epoch 0: |          | 7827/? [57:19<00:00,  2.28it/s]
Epoch 0: |          | 7827/? [57:19<00:00,  2.28it/s]
Epoch 0: |          | 7828/? [57:19<00:00,  2.28it/s]
Epoch 0: |          | 7828/? [57:19<00:00,  2.28it/s]
Epoch 0: |          | 7829/? [57:19<00:00,  2.28it/s]
Epoch 0: |          | 7829/? [57:19<00:00,  2.28it/s]
Epoch 0: |          | 7830/? [57:20<00:00,  2.28it/s]
Epoch 0: |          | 7830/? [57:20<00:00,  2.28it/s]
Epoch 0: |          | 7831/? [57:20<00:00,  2.28it/s]
Epoch 0: |          | 7831/? [57:20<00:00,  2.28it/s]
Epoch 0: |          | 7832/? [57:20<00:00,  2.28it/s]
Epoch 0: |          | 7832/? [57:20<00:00,  2.28it/s]
Epoch 0: |          | 7833/? [57:21<00:00,  2.28it/s]
Epoch 0: |          | 7833/? [57:21<00:00,  2.28it/s]
Epoch 0: |          | 7834/? [57:21<00:00,  2.28it/s]
Epoch 0: |          | 7834/? [57:21<00:00,  2.28it/s]
Epoch 0: |          | 7835/? [57:21<00:00,  2.28it/s]
Epoch 0: |          | 7835/? [57:21<00:00,  2.28it/s]
Epoch 0: |          | 7836/? [57:22<00:00,  2.28it/s]
Epoch 0: |          | 7836/? [57:22<00:00,  2.28it/s]
Epoch 0: |          | 7837/? [57:22<00:00,  2.28it/s]
Epoch 0: |          | 7837/? [57:22<00:00,  2.28it/s]
Epoch 0: |          | 7838/? [57:22<00:00,  2.28it/s]
Epoch 0: |          | 7838/? [57:22<00:00,  2.28it/s]
Epoch 0: |          | 7839/? [57:23<00:00,  2.28it/s]
Epoch 0: |          | 7839/? [57:23<00:00,  2.28it/s]
Epoch 0: |          | 7840/? [57:23<00:00,  2.28it/s]
Epoch 0: |          | 7840/? [57:23<00:00,  2.28it/s]
Epoch 0: |          | 7841/? [57:23<00:00,  2.28it/s]
Epoch 0: |          | 7841/? [57:23<00:00,  2.28it/s]
Epoch 0: |          | 7842/? [57:24<00:00,  2.28it/s]
Epoch 0: |          | 7842/? [57:24<00:00,  2.28it/s]
Epoch 0: |          | 7843/? [57:24<00:00,  2.28it/s]
Epoch 0: |          | 7843/? [57:24<00:00,  2.28it/s]
Epoch 0: |          | 7844/? [57:24<00:00,  2.28it/s]
Epoch 0: |          | 7844/? [57:24<00:00,  2.28it/s]
Epoch 0: |          | 7845/? [57:25<00:00,  2.28it/s]
Epoch 0: |          | 7845/? [57:25<00:00,  2.28it/s]
Epoch 0: |          | 7846/? [57:25<00:00,  2.28it/s]
Epoch 0: |          | 7846/? [57:25<00:00,  2.28it/s]
Epoch 0: |          | 7847/? [57:25<00:00,  2.28it/s]
Epoch 0: |          | 7847/? [57:25<00:00,  2.28it/s]
Epoch 0: |          | 7848/? [57:26<00:00,  2.28it/s]
Epoch 0: |          | 7848/? [57:26<00:00,  2.28it/s]
Epoch 0: |          | 7849/? [57:26<00:00,  2.28it/s]
Epoch 0: |          | 7849/? [57:26<00:00,  2.28it/s]
Epoch 0: |          | 7850/? [57:26<00:00,  2.28it/s]
Epoch 0: |          | 7850/? [57:26<00:00,  2.28it/s]
Epoch 0: |          | 7851/? [57:27<00:00,  2.28it/s]
Epoch 0: |          | 7851/? [57:27<00:00,  2.28it/s]
Epoch 0: |          | 7852/? [57:27<00:00,  2.28it/s]
Epoch 0: |          | 7852/? [57:27<00:00,  2.28it/s]
Epoch 0: |          | 7853/? [57:27<00:00,  2.28it/s]
Epoch 0: |          | 7853/? [57:27<00:00,  2.28it/s]
Epoch 0: |          | 7854/? [57:28<00:00,  2.28it/s]
Epoch 0: |          | 7854/? [57:28<00:00,  2.28it/s]
Epoch 0: |          | 7855/? [57:28<00:00,  2.28it/s]
Epoch 0: |          | 7855/? [57:28<00:00,  2.28it/s]
Epoch 0: |          | 7856/? [57:28<00:00,  2.28it/s]
Epoch 0: |          | 7856/? [57:28<00:00,  2.28it/s]
Epoch 0: |          | 7857/? [57:29<00:00,  2.28it/s]
Epoch 0: |          | 7857/? [57:29<00:00,  2.28it/s]
Epoch 0: |          | 7858/? [57:29<00:00,  2.28it/s]
Epoch 0: |          | 7858/? [57:29<00:00,  2.28it/s]
Epoch 0: |          | 7859/? [57:30<00:00,  2.28it/s]
Epoch 0: |          | 7859/? [57:30<00:00,  2.28it/s]
Epoch 0: |          | 7860/? [57:30<00:00,  2.28it/s]
Epoch 0: |          | 7860/? [57:30<00:00,  2.28it/s]
Epoch 0: |          | 7861/? [57:30<00:00,  2.28it/s]
Epoch 0: |          | 7861/? [57:30<00:00,  2.28it/s]
Epoch 0: |          | 7862/? [57:31<00:00,  2.28it/s]
Epoch 0: |          | 7862/? [57:31<00:00,  2.28it/s]
Epoch 0: |          | 7863/? [57:31<00:00,  2.28it/s]
Epoch 0: |          | 7863/? [57:31<00:00,  2.28it/s]
Epoch 0: |          | 7864/? [57:31<00:00,  2.28it/s]
Epoch 0: |          | 7864/? [57:31<00:00,  2.28it/s]
Epoch 0: |          | 7865/? [57:32<00:00,  2.28it/s]
Epoch 0: |          | 7865/? [57:32<00:00,  2.28it/s]
Epoch 0: |          | 7866/? [57:32<00:00,  2.28it/s]
Epoch 0: |          | 7866/? [57:32<00:00,  2.28it/s]
Epoch 0: |          | 7867/? [57:32<00:00,  2.28it/s]
Epoch 0: |          | 7867/? [57:32<00:00,  2.28it/s]
Epoch 0: |          | 7868/? [57:33<00:00,  2.28it/s]
Epoch 0: |          | 7868/? [57:33<00:00,  2.28it/s]
Epoch 0: |          | 7869/? [57:33<00:00,  2.28it/s]
Epoch 0: |          | 7869/? [57:33<00:00,  2.28it/s]
Epoch 0: |          | 7870/? [57:33<00:00,  2.28it/s]
Epoch 0: |          | 7870/? [57:33<00:00,  2.28it/s]
Epoch 0: |          | 7871/? [57:34<00:00,  2.28it/s]
Epoch 0: |          | 7871/? [57:34<00:00,  2.28it/s]
Epoch 0: |          | 7872/? [57:34<00:00,  2.28it/s]
Epoch 0: |          | 7872/? [57:34<00:00,  2.28it/s]
Epoch 0: |          | 7873/? [57:34<00:00,  2.28it/s]
Epoch 0: |          | 7873/? [57:34<00:00,  2.28it/s]
Epoch 0: |          | 7874/? [57:35<00:00,  2.28it/s]
Epoch 0: |          | 7874/? [57:35<00:00,  2.28it/s]
Epoch 0: |          | 7875/? [57:35<00:00,  2.28it/s]
Epoch 0: |          | 7875/? [57:35<00:00,  2.28it/s]
Epoch 0: |          | 7876/? [57:35<00:00,  2.28it/s]
Epoch 0: |          | 7876/? [57:35<00:00,  2.28it/s]
Epoch 0: |          | 7877/? [57:36<00:00,  2.28it/s]
Epoch 0: |          | 7877/? [57:36<00:00,  2.28it/s]
Epoch 0: |          | 7878/? [57:36<00:00,  2.28it/s]
Epoch 0: |          | 7878/? [57:36<00:00,  2.28it/s]
Epoch 0: |          | 7879/? [57:36<00:00,  2.28it/s]
Epoch 0: |          | 7879/? [57:36<00:00,  2.28it/s]
Epoch 0: |          | 7880/? [57:37<00:00,  2.28it/s]
Epoch 0: |          | 7880/? [57:37<00:00,  2.28it/s]
Epoch 0: |          | 7881/? [57:37<00:00,  2.28it/s]
Epoch 0: |          | 7881/? [57:37<00:00,  2.28it/s]
Epoch 0: |          | 7882/? [57:37<00:00,  2.28it/s]
Epoch 0: |          | 7882/? [57:37<00:00,  2.28it/s]
Epoch 0: |          | 7883/? [57:38<00:00,  2.28it/s]
Epoch 0: |          | 7883/? [57:38<00:00,  2.28it/s]
Epoch 0: |          | 7884/? [57:38<00:00,  2.28it/s]
Epoch 0: |          | 7884/? [57:38<00:00,  2.28it/s]
Epoch 0: |          | 7885/? [57:38<00:00,  2.28it/s]
Epoch 0: |          | 7885/? [57:38<00:00,  2.28it/s]
Epoch 0: |          | 7886/? [57:39<00:00,  2.28it/s]
Epoch 0: |          | 7886/? [57:39<00:00,  2.28it/s]
Epoch 0: |          | 7887/? [57:39<00:00,  2.28it/s]
Epoch 0: |          | 7887/? [57:39<00:00,  2.28it/s]
Epoch 0: |          | 7888/? [57:39<00:00,  2.28it/s]
Epoch 0: |          | 7888/? [57:39<00:00,  2.28it/s]
Epoch 0: |          | 7889/? [57:40<00:00,  2.28it/s]
Epoch 0: |          | 7889/? [57:40<00:00,  2.28it/s]
Epoch 0: |          | 7890/? [57:40<00:00,  2.28it/s]
Epoch 0: |          | 7890/? [57:40<00:00,  2.28it/s]
Epoch 0: |          | 7891/? [57:40<00:00,  2.28it/s]
Epoch 0: |          | 7891/? [57:40<00:00,  2.28it/s]
Epoch 0: |          | 7892/? [57:41<00:00,  2.28it/s]
Epoch 0: |          | 7892/? [57:41<00:00,  2.28it/s]
Epoch 0: |          | 7893/? [57:41<00:00,  2.28it/s]
Epoch 0: |          | 7893/? [57:41<00:00,  2.28it/s]
Epoch 0: |          | 7894/? [57:41<00:00,  2.28it/s]
Epoch 0: |          | 7894/? [57:41<00:00,  2.28it/s]
Epoch 0: |          | 7895/? [57:42<00:00,  2.28it/s]
Epoch 0: |          | 7895/? [57:42<00:00,  2.28it/s]
Epoch 0: |          | 7896/? [57:42<00:00,  2.28it/s]
Epoch 0: |          | 7896/? [57:42<00:00,  2.28it/s]
Epoch 0: |          | 7897/? [57:42<00:00,  2.28it/s]
Epoch 0: |          | 7897/? [57:42<00:00,  2.28it/s]
Epoch 0: |          | 7898/? [57:43<00:00,  2.28it/s]
Epoch 0: |          | 7898/? [57:43<00:00,  2.28it/s]
Epoch 0: |          | 7899/? [57:43<00:00,  2.28it/s]
Epoch 0: |          | 7899/? [57:43<00:00,  2.28it/s]
Epoch 0: |          | 7900/? [57:43<00:00,  2.28it/s]
Epoch 0: |          | 7900/? [57:43<00:00,  2.28it/s]
Epoch 0: |          | 7901/? [57:44<00:00,  2.28it/s]
Epoch 0: |          | 7901/? [57:44<00:00,  2.28it/s]
Epoch 0: |          | 7902/? [57:44<00:00,  2.28it/s]
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Epoch 0: |          | 7903/? [57:44<00:00,  2.28it/s]
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Epoch 0: |          | 7904/? [57:45<00:00,  2.28it/s]
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Epoch 0: |          | 7905/? [57:45<00:00,  2.28it/s]
Epoch 0: |          | 7905/? [57:45<00:00,  2.28it/s]
Epoch 0: |          | 7906/? [57:45<00:00,  2.28it/s]
Epoch 0: |          | 7906/? [57:45<00:00,  2.28it/s]
Epoch 0: |          | 7907/? [57:46<00:00,  2.28it/s]
Epoch 0: |          | 7907/? [57:46<00:00,  2.28it/s]
Epoch 0: |          | 7908/? [57:46<00:00,  2.28it/s]
Epoch 0: |          | 7908/? [57:46<00:00,  2.28it/s]
Epoch 0: |          | 7909/? [57:46<00:00,  2.28it/s]
Epoch 0: |          | 7909/? [57:46<00:00,  2.28it/s]
Epoch 0: |          | 7910/? [57:47<00:00,  2.28it/s]
Epoch 0: |          | 7910/? [57:47<00:00,  2.28it/s]
Epoch 0: |          | 7911/? [57:47<00:00,  2.28it/s]
Epoch 0: |          | 7911/? [57:47<00:00,  2.28it/s]
Epoch 0: |          | 7912/? [57:47<00:00,  2.28it/s]
Epoch 0: |          | 7912/? [57:47<00:00,  2.28it/s]
Epoch 0: |          | 7913/? [57:48<00:00,  2.28it/s]
Epoch 0: |          | 7913/? [57:48<00:00,  2.28it/s]
Epoch 0: |          | 7914/? [57:48<00:00,  2.28it/s]
Epoch 0: |          | 7914/? [57:48<00:00,  2.28it/s]
Epoch 0: |          | 7915/? [57:48<00:00,  2.28it/s]
Epoch 0: |          | 7915/? [57:48<00:00,  2.28it/s]
Epoch 0: |          | 7916/? [57:49<00:00,  2.28it/s]
Epoch 0: |          | 7916/? [57:49<00:00,  2.28it/s]
Epoch 0: |          | 7917/? [57:49<00:00,  2.28it/s]
Epoch 0: |          | 7917/? [57:49<00:00,  2.28it/s]
Epoch 0: |          | 7918/? [57:49<00:00,  2.28it/s]
Epoch 0: |          | 7918/? [57:49<00:00,  2.28it/s]
Epoch 0: |          | 7919/? [57:50<00:00,  2.28it/s]
Epoch 0: |          | 7919/? [57:50<00:00,  2.28it/s]
Epoch 0: |          | 7920/? [57:50<00:00,  2.28it/s]
Epoch 0: |          | 7920/? [57:50<00:00,  2.28it/s]
Epoch 0: |          | 7921/? [57:50<00:00,  2.28it/s]
Epoch 0: |          | 7921/? [57:50<00:00,  2.28it/s]
Epoch 0: |          | 7922/? [57:51<00:00,  2.28it/s]
Epoch 0: |          | 7922/? [57:51<00:00,  2.28it/s]
Epoch 0: |          | 7923/? [57:51<00:00,  2.28it/s]
Epoch 0: |          | 7923/? [57:51<00:00,  2.28it/s]
Epoch 0: |          | 7924/? [57:52<00:00,  2.28it/s]
Epoch 0: |          | 7924/? [57:52<00:00,  2.28it/s]
Epoch 0: |          | 7925/? [57:52<00:00,  2.28it/s]
Epoch 0: |          | 7925/? [57:52<00:00,  2.28it/s]
Epoch 0: |          | 7926/? [57:52<00:00,  2.28it/s]
Epoch 0: |          | 7926/? [57:52<00:00,  2.28it/s]
Epoch 0: |          | 7927/? [57:53<00:00,  2.28it/s]
Epoch 0: |          | 7927/? [57:53<00:00,  2.28it/s]
Epoch 0: |          | 7928/? [57:53<00:00,  2.28it/s]
Epoch 0: |          | 7928/? [57:53<00:00,  2.28it/s]
Epoch 0: |          | 7929/? [57:53<00:00,  2.28it/s]
Epoch 0: |          | 7929/? [57:53<00:00,  2.28it/s]
Epoch 0: |          | 7930/? [57:54<00:00,  2.28it/s]
Epoch 0: |          | 7930/? [57:54<00:00,  2.28it/s]
Epoch 0: |          | 7931/? [57:54<00:00,  2.28it/s]
Epoch 0: |          | 7931/? [57:54<00:00,  2.28it/s]
Epoch 0: |          | 7932/? [57:54<00:00,  2.28it/s]
Epoch 0: |          | 7932/? [57:54<00:00,  2.28it/s]
Epoch 0: |          | 7933/? [57:55<00:00,  2.28it/s]
Epoch 0: |          | 7933/? [57:55<00:00,  2.28it/s]
Epoch 0: |          | 7934/? [57:55<00:00,  2.28it/s]
Epoch 0: |          | 7934/? [57:55<00:00,  2.28it/s]
Epoch 0: |          | 7935/? [57:55<00:00,  2.28it/s]
Epoch 0: |          | 7935/? [57:55<00:00,  2.28it/s]
Epoch 0: |          | 7936/? [57:56<00:00,  2.28it/s]
Epoch 0: |          | 7936/? [57:56<00:00,  2.28it/s]
Epoch 0: |          | 7937/? [57:56<00:00,  2.28it/s]
Epoch 0: |          | 7937/? [57:56<00:00,  2.28it/s]
Epoch 0: |          | 7938/? [57:56<00:00,  2.28it/s]
Epoch 0: |          | 7938/? [57:56<00:00,  2.28it/s]
Epoch 0: |          | 7939/? [57:57<00:00,  2.28it/s]
Epoch 0: |          | 7939/? [57:57<00:00,  2.28it/s]
Epoch 0: |          | 7940/? [57:57<00:00,  2.28it/s]
Epoch 0: |          | 7940/? [57:57<00:00,  2.28it/s]
Epoch 0: |          | 7941/? [57:57<00:00,  2.28it/s]
Epoch 0: |          | 7941/? [57:57<00:00,  2.28it/s]
Epoch 0: |          | 7942/? [57:58<00:00,  2.28it/s]
Epoch 0: |          | 7942/? [57:58<00:00,  2.28it/s]
Epoch 0: |          | 7943/? [57:58<00:00,  2.28it/s]
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Epoch 0: |          | 7944/? [57:58<00:00,  2.28it/s]
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Epoch 0: |          | 7945/? [57:59<00:00,  2.28it/s]
Epoch 0: |          | 7945/? [57:59<00:00,  2.28it/s]
Epoch 0: |          | 7946/? [57:59<00:00,  2.28it/s]
Epoch 0: |          | 7946/? [57:59<00:00,  2.28it/s]
Epoch 0: |          | 7947/? [57:59<00:00,  2.28it/s]
Epoch 0: |          | 7947/? [57:59<00:00,  2.28it/s]
Epoch 0: |          | 7948/? [58:00<00:00,  2.28it/s]
Epoch 0: |          | 7948/? [58:00<00:00,  2.28it/s]
Epoch 0: |          | 7949/? [58:00<00:00,  2.28it/s]
Epoch 0: |          | 7949/? [58:00<00:00,  2.28it/s]
Epoch 0: |          | 7950/? [58:00<00:00,  2.28it/s]
Epoch 0: |          | 7950/? [58:00<00:00,  2.28it/s]
Epoch 0: |          | 7951/? [58:01<00:00,  2.28it/s]
Epoch 0: |          | 7951/? [58:01<00:00,  2.28it/s]
Epoch 0: |          | 7952/? [58:01<00:00,  2.28it/s]
Epoch 0: |          | 7952/? [58:01<00:00,  2.28it/s]
Epoch 0: |          | 7953/? [58:01<00:00,  2.28it/s]
Epoch 0: |          | 7953/? [58:01<00:00,  2.28it/s]
Epoch 0: |          | 7954/? [58:02<00:00,  2.28it/s]
Epoch 0: |          | 7954/? [58:02<00:00,  2.28it/s]
Epoch 0: |          | 7955/? [58:02<00:00,  2.28it/s]
Epoch 0: |          | 7955/? [58:02<00:00,  2.28it/s]
Epoch 0: |          | 7956/? [58:03<00:00,  2.28it/s]
Epoch 0: |          | 7956/? [58:03<00:00,  2.28it/s]
Epoch 0: |          | 7957/? [58:03<00:00,  2.28it/s]
Epoch 0: |          | 7957/? [58:03<00:00,  2.28it/s]
Epoch 0: |          | 7958/? [58:03<00:00,  2.28it/s]
Epoch 0: |          | 7958/? [58:03<00:00,  2.28it/s]
Epoch 0: |          | 7959/? [58:03<00:00,  2.28it/s]
Epoch 0: |          | 7959/? [58:03<00:00,  2.28it/s]
Epoch 0: |          | 7960/? [58:04<00:00,  2.28it/s]
Epoch 0: |          | 7960/? [58:04<00:00,  2.28it/s]
Epoch 0: |          | 7961/? [58:04<00:00,  2.28it/s]
Epoch 0: |          | 7961/? [58:04<00:00,  2.28it/s]
Epoch 0: |          | 7962/? [58:04<00:00,  2.28it/s]
Epoch 0: |          | 7962/? [58:04<00:00,  2.28it/s]
Epoch 0: |          | 7963/? [58:05<00:00,  2.28it/s]
Epoch 0: |          | 7963/? [58:05<00:00,  2.28it/s]
Epoch 0: |          | 7964/? [58:05<00:00,  2.28it/s]
Epoch 0: |          | 7964/? [58:05<00:00,  2.28it/s]
Epoch 0: |          | 7965/? [58:05<00:00,  2.28it/s]
Epoch 0: |          | 7965/? [58:05<00:00,  2.28it/s]
Epoch 0: |          | 7966/? [58:06<00:00,  2.29it/s]
Epoch 0: |          | 7966/? [58:06<00:00,  2.29it/s]
Epoch 0: |          | 7967/? [58:06<00:00,  2.29it/s]
Epoch 0: |          | 7967/? [58:06<00:00,  2.29it/s]
Epoch 0: |          | 7968/? [58:06<00:00,  2.29it/s]
Epoch 0: |          | 7968/? [58:06<00:00,  2.29it/s]
Epoch 0: |          | 7969/? [58:07<00:00,  2.29it/s]
Epoch 0: |          | 7969/? [58:07<00:00,  2.29it/s]
Epoch 0: |          | 7970/? [58:07<00:00,  2.29it/s]
Epoch 0: |          | 7970/? [58:07<00:00,  2.29it/s]
Epoch 0: |          | 7971/? [58:07<00:00,  2.29it/s]
Epoch 0: |          | 7971/? [58:07<00:00,  2.29it/s]
Epoch 0: |          | 7972/? [58:08<00:00,  2.29it/s]
Epoch 0: |          | 7972/? [58:08<00:00,  2.29it/s]
Epoch 0: |          | 7973/? [58:08<00:00,  2.29it/s]
Epoch 0: |          | 7973/? [58:08<00:00,  2.29it/s]
Epoch 0: |          | 7974/? [58:08<00:00,  2.29it/s]
Epoch 0: |          | 7974/? [58:08<00:00,  2.29it/s]
Epoch 0: |          | 7975/? [58:09<00:00,  2.29it/s]
Epoch 0: |          | 7975/? [58:09<00:00,  2.29it/s]
Epoch 0: |          | 7976/? [58:09<00:00,  2.29it/s]
Epoch 0: |          | 7976/? [58:09<00:00,  2.29it/s]
Epoch 0: |          | 7977/? [58:09<00:00,  2.29it/s]
Epoch 0: |          | 7977/? [58:09<00:00,  2.29it/s]
Epoch 0: |          | 7978/? [58:10<00:00,  2.29it/s]
Epoch 0: |          | 7978/? [58:10<00:00,  2.29it/s]
Epoch 0: |          | 7979/? [58:10<00:00,  2.29it/s]
Epoch 0: |          | 7979/? [58:10<00:00,  2.29it/s]
Epoch 0: |          | 7980/? [58:10<00:00,  2.29it/s]
Epoch 0: |          | 7980/? [58:10<00:00,  2.29it/s]
Epoch 0: |          | 7981/? [58:11<00:00,  2.29it/s]
Epoch 0: |          | 7981/? [58:11<00:00,  2.29it/s]
Epoch 0: |          | 7982/? [58:11<00:00,  2.29it/s]
Epoch 0: |          | 7982/? [58:11<00:00,  2.29it/s]
Epoch 0: |          | 7983/? [58:11<00:00,  2.29it/s]
Epoch 0: |          | 7983/? [58:11<00:00,  2.29it/s]
Epoch 0: |          | 7984/? [58:12<00:00,  2.29it/s]
Epoch 0: |          | 7984/? [58:12<00:00,  2.29it/s]
Epoch 0: |          | 7985/? [58:12<00:00,  2.29it/s]
Epoch 0: |          | 7985/? [58:12<00:00,  2.29it/s]
Epoch 0: |          | 7986/? [58:12<00:00,  2.29it/s]
Epoch 0: |          | 7986/? [58:12<00:00,  2.29it/s]
Epoch 0: |          | 7987/? [58:13<00:00,  2.29it/s]
Epoch 0: |          | 7987/? [58:13<00:00,  2.29it/s]
Epoch 0: |          | 7988/? [58:13<00:00,  2.29it/s]
Epoch 0: |          | 7988/? [58:13<00:00,  2.29it/s]
Epoch 0: |          | 7989/? [58:13<00:00,  2.29it/s]
Epoch 0: |          | 7989/? [58:13<00:00,  2.29it/s]
Epoch 0: |          | 7990/? [58:14<00:00,  2.29it/s]
Epoch 0: |          | 7990/? [58:14<00:00,  2.29it/s]
Epoch 0: |          | 7991/? [58:14<00:00,  2.29it/s]
Epoch 0: |          | 7991/? [58:14<00:00,  2.29it/s]
Epoch 0: |          | 7992/? [58:14<00:00,  2.29it/s]
Epoch 0: |          | 7992/? [58:14<00:00,  2.29it/s]
Epoch 0: |          | 7993/? [58:15<00:00,  2.29it/s]
Epoch 0: |          | 7993/? [58:15<00:00,  2.29it/s]
Epoch 0: |          | 7994/? [58:15<00:00,  2.29it/s]
Epoch 0: |          | 7994/? [58:15<00:00,  2.29it/s]
Epoch 0: |          | 7995/? [58:15<00:00,  2.29it/s]
Epoch 0: |          | 7995/? [58:15<00:00,  2.29it/s]
Epoch 0: |          | 7996/? [58:16<00:00,  2.29it/s]
Epoch 0: |          | 7996/? [58:16<00:00,  2.29it/s]
Epoch 0: |          | 7997/? [58:16<00:00,  2.29it/s]
Epoch 0: |          | 7997/? [58:16<00:00,  2.29it/s]
Epoch 0: |          | 7998/? [58:16<00:00,  2.29it/s]
Epoch 0: |          | 7998/? [58:16<00:00,  2.29it/s]
Epoch 0: |          | 7999/? [58:17<00:00,  2.29it/s]
Epoch 0: |          | 7999/? [58:17<00:00,  2.29it/s]
Epoch 0: |          | 8000/? [58:17<00:00,  2.29it/s]
Epoch 0: |          | 8000/? [58:17<00:00,  2.29it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.10it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.58it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.42it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.36it/s]

Epoch 0: |          | 8000/? [58:18<00:00,  2.29it/s]
Epoch 0: |          | 8001/? [58:18<00:00,  2.29it/s]
Epoch 0: |          | 8001/? [58:18<00:00,  2.29it/s]
Epoch 0: |          | 8002/? [58:18<00:00,  2.29it/s]
Epoch 0: |          | 8002/? [58:18<00:00,  2.29it/s]
Epoch 0: |          | 8003/? [58:19<00:00,  2.29it/s]
Epoch 0: |          | 8003/? [58:19<00:00,  2.29it/s]
Epoch 0: |          | 8004/? [58:19<00:00,  2.29it/s]
Epoch 0: |          | 8004/? [58:19<00:00,  2.29it/s]
Epoch 0: |          | 8005/? [58:19<00:00,  2.29it/s]
Epoch 0: |          | 8005/? [58:19<00:00,  2.29it/s]
Epoch 0: |          | 8006/? [58:20<00:00,  2.29it/s]
Epoch 0: |          | 8006/? [58:20<00:00,  2.29it/s]
Epoch 0: |          | 8007/? [58:20<00:00,  2.29it/s]
Epoch 0: |          | 8007/? [58:20<00:00,  2.29it/s]
Epoch 0: |          | 8008/? [58:20<00:00,  2.29it/s]
Epoch 0: |          | 8008/? [58:20<00:00,  2.29it/s]
Epoch 0: |          | 8009/? [58:21<00:00,  2.29it/s]
Epoch 0: |          | 8009/? [58:21<00:00,  2.29it/s]
Epoch 0: |          | 8010/? [58:21<00:00,  2.29it/s]
Epoch 0: |          | 8010/? [58:21<00:00,  2.29it/s]
Epoch 0: |          | 8011/? [58:21<00:00,  2.29it/s]
Epoch 0: |          | 8011/? [58:21<00:00,  2.29it/s]
Epoch 0: |          | 8012/? [58:22<00:00,  2.29it/s]
Epoch 0: |          | 8012/? [58:22<00:00,  2.29it/s]
Epoch 0: |          | 8013/? [58:22<00:00,  2.29it/s]
Epoch 0: |          | 8013/? [58:22<00:00,  2.29it/s]
Epoch 0: |          | 8014/? [58:22<00:00,  2.29it/s]
Epoch 0: |          | 8014/? [58:22<00:00,  2.29it/s]
Epoch 0: |          | 8015/? [58:23<00:00,  2.29it/s]
Epoch 0: |          | 8015/? [58:23<00:00,  2.29it/s]
Epoch 0: |          | 8016/? [58:23<00:00,  2.29it/s]
Epoch 0: |          | 8016/? [58:23<00:00,  2.29it/s]
Epoch 0: |          | 8017/? [58:23<00:00,  2.29it/s]
Epoch 0: |          | 8017/? [58:23<00:00,  2.29it/s]
Epoch 0: |          | 8018/? [58:24<00:00,  2.29it/s]
Epoch 0: |          | 8018/? [58:24<00:00,  2.29it/s]
Epoch 0: |          | 8019/? [58:24<00:00,  2.29it/s]
Epoch 0: |          | 8019/? [58:24<00:00,  2.29it/s]
Epoch 0: |          | 8020/? [58:24<00:00,  2.29it/s]
Epoch 0: |          | 8020/? [58:24<00:00,  2.29it/s]
Epoch 0: |          | 8021/? [58:25<00:00,  2.29it/s]
Epoch 0: |          | 8021/? [58:25<00:00,  2.29it/s]
Epoch 0: |          | 8022/? [58:25<00:00,  2.29it/s]
Epoch 0: |          | 8022/? [58:25<00:00,  2.29it/s]
Epoch 0: |          | 8023/? [58:25<00:00,  2.29it/s]
Epoch 0: |          | 8023/? [58:25<00:00,  2.29it/s]
Epoch 0: |          | 8024/? [58:26<00:00,  2.29it/s]
Epoch 0: |          | 8024/? [58:26<00:00,  2.29it/s]
Epoch 0: |          | 8025/? [58:26<00:00,  2.29it/s]
Epoch 0: |          | 8025/? [58:26<00:00,  2.29it/s]
Epoch 0: |          | 8026/? [58:26<00:00,  2.29it/s]
Epoch 0: |          | 8026/? [58:26<00:00,  2.29it/s]
Epoch 0: |          | 8027/? [58:27<00:00,  2.29it/s]
Epoch 0: |          | 8027/? [58:27<00:00,  2.29it/s]
Epoch 0: |          | 8028/? [58:27<00:00,  2.29it/s]
Epoch 0: |          | 8028/? [58:27<00:00,  2.29it/s]
Epoch 0: |          | 8029/? [58:27<00:00,  2.29it/s]
Epoch 0: |          | 8029/? [58:27<00:00,  2.29it/s]
Epoch 0: |          | 8030/? [58:28<00:00,  2.29it/s]
Epoch 0: |          | 8030/? [58:28<00:00,  2.29it/s]
Epoch 0: |          | 8031/? [58:28<00:00,  2.29it/s]
Epoch 0: |          | 8031/? [58:28<00:00,  2.29it/s]
Epoch 0: |          | 8032/? [58:28<00:00,  2.29it/s]
Epoch 0: |          | 8032/? [58:28<00:00,  2.29it/s]
Epoch 0: |          | 8033/? [58:29<00:00,  2.29it/s]
Epoch 0: |          | 8033/? [58:29<00:00,  2.29it/s]
Epoch 0: |          | 8034/? [58:29<00:00,  2.29it/s]
Epoch 0: |          | 8034/? [58:29<00:00,  2.29it/s]
Epoch 0: |          | 8035/? [58:29<00:00,  2.29it/s]
Epoch 0: |          | 8035/? [58:29<00:00,  2.29it/s]
Epoch 0: |          | 8036/? [58:30<00:00,  2.29it/s]
Epoch 0: |          | 8036/? [58:30<00:00,  2.29it/s]
Epoch 0: |          | 8037/? [58:30<00:00,  2.29it/s]
Epoch 0: |          | 8037/? [58:30<00:00,  2.29it/s]
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Epoch 0: |          | 8060/? [58:38<00:00,  2.29it/s]
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Epoch 0: |          | 8064/? [58:39<00:00,  2.29it/s]
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Epoch 0: |          | 8065/? [58:40<00:00,  2.29it/s]
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Epoch 0: |          | 8066/? [58:40<00:00,  2.29it/s]
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Epoch 0: |          | 8067/? [58:40<00:00,  2.29it/s]
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Epoch 0: |          | 8068/? [58:41<00:00,  2.29it/s]
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Epoch 0: |          | 8069/? [58:41<00:00,  2.29it/s]
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Epoch 0: |          | 8070/? [58:41<00:00,  2.29it/s]
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Epoch 0: |          | 8071/? [58:42<00:00,  2.29it/s]
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Epoch 0: |          | 8072/? [58:42<00:00,  2.29it/s]
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Epoch 0: |          | 8076/? [58:43<00:00,  2.29it/s]
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Epoch 0: |          | 8079/? [58:44<00:00,  2.29it/s]
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Epoch 0: |          | 8080/? [58:45<00:00,  2.29it/s]
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Epoch 0: |          | 8081/? [58:45<00:00,  2.29it/s]
Epoch 0: |          | 8081/? [58:45<00:00,  2.29it/s]
Epoch 0: |          | 8082/? [58:45<00:00,  2.29it/s]
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Epoch 0: |          | 8084/? [58:46<00:00,  2.29it/s]
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Epoch 0: |          | 8085/? [58:46<00:00,  2.29it/s]
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Epoch 0: |          | 8086/? [58:47<00:00,  2.29it/s]
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Epoch 0: |          | 8087/? [58:47<00:00,  2.29it/s]
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Epoch 0: |          | 8088/? [58:47<00:00,  2.29it/s]
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Epoch 0: |          | 8089/? [58:48<00:00,  2.29it/s]
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Epoch 0: |          | 8090/? [58:48<00:00,  2.29it/s]
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Epoch 0: |          | 8091/? [58:48<00:00,  2.29it/s]
Epoch 0: |          | 8091/? [58:48<00:00,  2.29it/s]
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Epoch 0: |          | 8092/? [58:49<00:00,  2.29it/s]
Epoch 0: |          | 8093/? [58:49<00:00,  2.29it/s]
Epoch 0: |          | 8093/? [58:49<00:00,  2.29it/s]
Epoch 0: |          | 8094/? [58:49<00:00,  2.29it/s]
Epoch 0: |          | 8094/? [58:49<00:00,  2.29it/s]
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Epoch 0: |          | 8096/? [58:50<00:00,  2.29it/s]
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Epoch 0: |          | 8097/? [58:50<00:00,  2.29it/s]
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Epoch 0: |          | 8098/? [58:51<00:00,  2.29it/s]
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Epoch 0: |          | 8099/? [58:51<00:00,  2.29it/s]
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Epoch 0: |          | 8100/? [58:51<00:00,  2.29it/s]
Epoch 0: |          | 8100/? [58:51<00:00,  2.29it/s]
Epoch 0: |          | 8101/? [58:52<00:00,  2.29it/s]
Epoch 0: |          | 8101/? [58:52<00:00,  2.29it/s]
Epoch 0: |          | 8102/? [58:52<00:00,  2.29it/s]
Epoch 0: |          | 8102/? [58:52<00:00,  2.29it/s]
Epoch 0: |          | 8103/? [58:52<00:00,  2.29it/s]
Epoch 0: |          | 8103/? [58:52<00:00,  2.29it/s]
Epoch 0: |          | 8104/? [58:53<00:00,  2.29it/s]
Epoch 0: |          | 8104/? [58:53<00:00,  2.29it/s]
Epoch 0: |          | 8105/? [58:53<00:00,  2.29it/s]
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Epoch 0: |          | 8106/? [58:53<00:00,  2.29it/s]
Epoch 0: |          | 8106/? [58:53<00:00,  2.29it/s]
Epoch 0: |          | 8107/? [58:54<00:00,  2.29it/s]
Epoch 0: |          | 8107/? [58:54<00:00,  2.29it/s]
Epoch 0: |          | 8108/? [58:54<00:00,  2.29it/s]
Epoch 0: |          | 8108/? [58:54<00:00,  2.29it/s]
Epoch 0: |          | 8109/? [58:54<00:00,  2.29it/s]
Epoch 0: |          | 8109/? [58:54<00:00,  2.29it/s]
Epoch 0: |          | 8110/? [58:55<00:00,  2.29it/s]
Epoch 0: |          | 8110/? [58:55<00:00,  2.29it/s]
Epoch 0: |          | 8111/? [58:55<00:00,  2.29it/s]
Epoch 0: |          | 8111/? [58:55<00:00,  2.29it/s]
Epoch 0: |          | 8112/? [58:56<00:00,  2.29it/s]
Epoch 0: |          | 8112/? [58:56<00:00,  2.29it/s]
Epoch 0: |          | 8113/? [58:56<00:00,  2.29it/s]
Epoch 0: |          | 8113/? [58:56<00:00,  2.29it/s]
Epoch 0: |          | 8114/? [58:56<00:00,  2.29it/s]
Epoch 0: |          | 8114/? [58:56<00:00,  2.29it/s]
Epoch 0: |          | 8115/? [58:56<00:00,  2.29it/s]
Epoch 0: |          | 8115/? [58:56<00:00,  2.29it/s]
Epoch 0: |          | 8116/? [58:57<00:00,  2.29it/s]
Epoch 0: |          | 8116/? [58:57<00:00,  2.29it/s]
Epoch 0: |          | 8117/? [58:57<00:00,  2.29it/s]
Epoch 0: |          | 8117/? [58:57<00:00,  2.29it/s]
Epoch 0: |          | 8118/? [58:57<00:00,  2.29it/s]
Epoch 0: |          | 8118/? [58:57<00:00,  2.29it/s]
Epoch 0: |          | 8119/? [58:58<00:00,  2.29it/s]
Epoch 0: |          | 8119/? [58:58<00:00,  2.29it/s]
Epoch 0: |          | 8120/? [58:58<00:00,  2.29it/s]
Epoch 0: |          | 8120/? [58:58<00:00,  2.29it/s]
Epoch 0: |          | 8121/? [58:58<00:00,  2.29it/s]
Epoch 0: |          | 8121/? [58:58<00:00,  2.29it/s]
Epoch 0: |          | 8122/? [58:59<00:00,  2.29it/s]
Epoch 0: |          | 8122/? [58:59<00:00,  2.29it/s]
Epoch 0: |          | 8123/? [58:59<00:00,  2.29it/s]
Epoch 0: |          | 8123/? [58:59<00:00,  2.29it/s]
Epoch 0: |          | 8124/? [58:59<00:00,  2.29it/s]
Epoch 0: |          | 8124/? [58:59<00:00,  2.29it/s]
Epoch 0: |          | 8125/? [59:00<00:00,  2.29it/s]
Epoch 0: |          | 8125/? [59:00<00:00,  2.29it/s]
Epoch 0: |          | 8126/? [59:00<00:00,  2.30it/s]
Epoch 0: |          | 8126/? [59:00<00:00,  2.30it/s]
Epoch 0: |          | 8127/? [59:01<00:00,  2.30it/s]
Epoch 0: |          | 8127/? [59:01<00:00,  2.30it/s]
Epoch 0: |          | 8128/? [59:01<00:00,  2.30it/s]
Epoch 0: |          | 8128/? [59:01<00:00,  2.30it/s]
Epoch 0: |          | 8129/? [59:01<00:00,  2.30it/s]
Epoch 0: |          | 8129/? [59:01<00:00,  2.30it/s]
Epoch 0: |          | 8130/? [59:02<00:00,  2.30it/s]
Epoch 0: |          | 8130/? [59:02<00:00,  2.30it/s]
Epoch 0: |          | 8131/? [59:02<00:00,  2.30it/s]
Epoch 0: |          | 8131/? [59:02<00:00,  2.30it/s]
Epoch 0: |          | 8132/? [59:02<00:00,  2.30it/s]
Epoch 0: |          | 8132/? [59:02<00:00,  2.30it/s]
Epoch 0: |          | 8133/? [59:03<00:00,  2.30it/s]
Epoch 0: |          | 8133/? [59:03<00:00,  2.30it/s]
Epoch 0: |          | 8134/? [59:03<00:00,  2.30it/s]
Epoch 0: |          | 8134/? [59:03<00:00,  2.30it/s]
Epoch 0: |          | 8135/? [59:03<00:00,  2.30it/s]
Epoch 0: |          | 8135/? [59:03<00:00,  2.30it/s]
Epoch 0: |          | 8136/? [59:03<00:00,  2.30it/s]
Epoch 0: |          | 8136/? [59:03<00:00,  2.30it/s]
Epoch 0: |          | 8137/? [59:04<00:00,  2.30it/s]
Epoch 0: |          | 8137/? [59:04<00:00,  2.30it/s]
Epoch 0: |          | 8138/? [59:04<00:00,  2.30it/s]
Epoch 0: |          | 8138/? [59:04<00:00,  2.30it/s]
Epoch 0: |          | 8139/? [59:04<00:00,  2.30it/s]
Epoch 0: |          | 8139/? [59:04<00:00,  2.30it/s]
Epoch 0: |          | 8140/? [59:05<00:00,  2.30it/s]
Epoch 0: |          | 8140/? [59:05<00:00,  2.30it/s]
Epoch 0: |          | 8141/? [59:05<00:00,  2.30it/s]
Epoch 0: |          | 8141/? [59:05<00:00,  2.30it/s]
Epoch 0: |          | 8142/? [59:05<00:00,  2.30it/s]
Epoch 0: |          | 8142/? [59:05<00:00,  2.30it/s]
Epoch 0: |          | 8143/? [59:06<00:00,  2.30it/s]
Epoch 0: |          | 8143/? [59:06<00:00,  2.30it/s]
Epoch 0: |          | 8144/? [59:06<00:00,  2.30it/s]
Epoch 0: |          | 8144/? [59:06<00:00,  2.30it/s]
Epoch 0: |          | 8145/? [59:06<00:00,  2.30it/s]
Epoch 0: |          | 8145/? [59:06<00:00,  2.30it/s]
Epoch 0: |          | 8146/? [59:07<00:00,  2.30it/s]
Epoch 0: |          | 8146/? [59:07<00:00,  2.30it/s]
Epoch 0: |          | 8147/? [59:07<00:00,  2.30it/s]
Epoch 0: |          | 8147/? [59:07<00:00,  2.30it/s]
Epoch 0: |          | 8148/? [59:07<00:00,  2.30it/s]
Epoch 0: |          | 8148/? [59:07<00:00,  2.30it/s]
Epoch 0: |          | 8149/? [59:08<00:00,  2.30it/s]
Epoch 0: |          | 8149/? [59:08<00:00,  2.30it/s]
Epoch 0: |          | 8150/? [59:08<00:00,  2.30it/s]
Epoch 0: |          | 8150/? [59:08<00:00,  2.30it/s]
Epoch 0: |          | 8151/? [59:08<00:00,  2.30it/s]
Epoch 0: |          | 8151/? [59:08<00:00,  2.30it/s]
Epoch 0: |          | 8152/? [59:09<00:00,  2.30it/s]
Epoch 0: |          | 8152/? [59:09<00:00,  2.30it/s]
Epoch 0: |          | 8153/? [59:09<00:00,  2.30it/s]
Epoch 0: |          | 8153/? [59:09<00:00,  2.30it/s]
Epoch 0: |          | 8154/? [59:09<00:00,  2.30it/s]
Epoch 0: |          | 8154/? [59:09<00:00,  2.30it/s]
Epoch 0: |          | 8155/? [59:10<00:00,  2.30it/s]
Epoch 0: |          | 8155/? [59:10<00:00,  2.30it/s]
Epoch 0: |          | 8156/? [59:10<00:00,  2.30it/s]
Epoch 0: |          | 8156/? [59:10<00:00,  2.30it/s]
Epoch 0: |          | 8157/? [59:10<00:00,  2.30it/s]
Epoch 0: |          | 8157/? [59:10<00:00,  2.30it/s]
Epoch 0: |          | 8158/? [59:11<00:00,  2.30it/s]
Epoch 0: |          | 8158/? [59:11<00:00,  2.30it/s]
Epoch 0: |          | 8159/? [59:11<00:00,  2.30it/s]
Epoch 0: |          | 8159/? [59:11<00:00,  2.30it/s]
Epoch 0: |          | 8160/? [59:11<00:00,  2.30it/s]
Epoch 0: |          | 8160/? [59:11<00:00,  2.30it/s]
Epoch 0: |          | 8161/? [59:12<00:00,  2.30it/s]
Epoch 0: |          | 8161/? [59:12<00:00,  2.30it/s]
Epoch 0: |          | 8162/? [59:12<00:00,  2.30it/s]
Epoch 0: |          | 8162/? [59:12<00:00,  2.30it/s]
Epoch 0: |          | 8163/? [59:13<00:00,  2.30it/s]
Epoch 0: |          | 8163/? [59:13<00:00,  2.30it/s]
Epoch 0: |          | 8164/? [59:13<00:00,  2.30it/s]
Epoch 0: |          | 8164/? [59:13<00:00,  2.30it/s]
Epoch 0: |          | 8165/? [59:13<00:00,  2.30it/s]
Epoch 0: |          | 8165/? [59:13<00:00,  2.30it/s]
Epoch 0: |          | 8166/? [59:13<00:00,  2.30it/s]
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Epoch 0: |          | 8167/? [59:14<00:00,  2.30it/s]
Epoch 0: |          | 8167/? [59:14<00:00,  2.30it/s]
Epoch 0: |          | 8168/? [59:14<00:00,  2.30it/s]
Epoch 0: |          | 8168/? [59:14<00:00,  2.30it/s]
Epoch 0: |          | 8169/? [59:14<00:00,  2.30it/s]
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Epoch 0: |          | 8170/? [59:15<00:00,  2.30it/s]
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Epoch 0: |          | 8171/? [59:15<00:00,  2.30it/s]
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Epoch 0: |          | 8172/? [59:15<00:00,  2.30it/s]
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Epoch 0: |          | 8173/? [59:16<00:00,  2.30it/s]
Epoch 0: |          | 8173/? [59:16<00:00,  2.30it/s]
Epoch 0: |          | 8174/? [59:16<00:00,  2.30it/s]
Epoch 0: |          | 8174/? [59:16<00:00,  2.30it/s]
Epoch 0: |          | 8175/? [59:17<00:00,  2.30it/s]
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Epoch 0: |          | 8177/? [59:17<00:00,  2.30it/s]
Epoch 0: |          | 8177/? [59:17<00:00,  2.30it/s]
Epoch 0: |          | 8178/? [59:17<00:00,  2.30it/s]
Epoch 0: |          | 8178/? [59:17<00:00,  2.30it/s]
Epoch 0: |          | 8179/? [59:18<00:00,  2.30it/s]
Epoch 0: |          | 8179/? [59:18<00:00,  2.30it/s]
Epoch 0: |          | 8180/? [59:18<00:00,  2.30it/s]
Epoch 0: |          | 8180/? [59:18<00:00,  2.30it/s]
Epoch 0: |          | 8181/? [59:19<00:00,  2.30it/s]
Epoch 0: |          | 8181/? [59:19<00:00,  2.30it/s]
Epoch 0: |          | 8182/? [59:19<00:00,  2.30it/s]
Epoch 0: |          | 8182/? [59:19<00:00,  2.30it/s]
Epoch 0: |          | 8183/? [59:19<00:00,  2.30it/s]
Epoch 0: |          | 8183/? [59:19<00:00,  2.30it/s]
Epoch 0: |          | 8184/? [59:19<00:00,  2.30it/s]
Epoch 0: |          | 8184/? [59:19<00:00,  2.30it/s]
Epoch 0: |          | 8185/? [59:20<00:00,  2.30it/s]
Epoch 0: |          | 8185/? [59:20<00:00,  2.30it/s]
Epoch 0: |          | 8186/? [59:20<00:00,  2.30it/s]
Epoch 0: |          | 8186/? [59:20<00:00,  2.30it/s]
Epoch 0: |          | 8187/? [59:21<00:00,  2.30it/s]
Epoch 0: |          | 8187/? [59:21<00:00,  2.30it/s]
Epoch 0: |          | 8188/? [59:21<00:00,  2.30it/s]
Epoch 0: |          | 8188/? [59:21<00:00,  2.30it/s]
Epoch 0: |          | 8189/? [59:21<00:00,  2.30it/s]
Epoch 0: |          | 8189/? [59:21<00:00,  2.30it/s]
Epoch 0: |          | 8190/? [59:22<00:00,  2.30it/s]
Epoch 0: |          | 8190/? [59:22<00:00,  2.30it/s]
Epoch 0: |          | 8191/? [59:22<00:00,  2.30it/s]
Epoch 0: |          | 8191/? [59:22<00:00,  2.30it/s]
Epoch 0: |          | 8192/? [59:22<00:00,  2.30it/s]
Epoch 0: |          | 8192/? [59:22<00:00,  2.30it/s]
Epoch 0: |          | 8193/? [59:23<00:00,  2.30it/s]
Epoch 0: |          | 8193/? [59:23<00:00,  2.30it/s]
Epoch 0: |          | 8194/? [59:23<00:00,  2.30it/s]
Epoch 0: |          | 8194/? [59:23<00:00,  2.30it/s]
Epoch 0: |          | 8195/? [59:23<00:00,  2.30it/s]
Epoch 0: |          | 8195/? [59:23<00:00,  2.30it/s]
Epoch 0: |          | 8196/? [59:24<00:00,  2.30it/s]
Epoch 0: |          | 8196/? [59:24<00:00,  2.30it/s]
Epoch 0: |          | 8197/? [59:24<00:00,  2.30it/s]
Epoch 0: |          | 8197/? [59:24<00:00,  2.30it/s]
Epoch 0: |          | 8198/? [59:24<00:00,  2.30it/s]
Epoch 0: |          | 8198/? [59:24<00:00,  2.30it/s]
Epoch 0: |          | 8199/? [59:25<00:00,  2.30it/s]
Epoch 0: |          | 8199/? [59:25<00:00,  2.30it/s]
Epoch 0: |          | 8200/? [59:25<00:00,  2.30it/s]
Epoch 0: |          | 8200/? [59:25<00:00,  2.30it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.12it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.56it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.33it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.32it/s]

Epoch 0: |          | 8200/? [59:25<00:00,  2.30it/s]
Epoch 0: |          | 8201/? [59:26<00:00,  2.30it/s]
Epoch 0: |          | 8201/? [59:26<00:00,  2.30it/s]
Epoch 0: |          | 8202/? [59:26<00:00,  2.30it/s]
Epoch 0: |          | 8202/? [59:26<00:00,  2.30it/s]
Epoch 0: |          | 8203/? [59:26<00:00,  2.30it/s]
Epoch 0: |          | 8203/? [59:26<00:00,  2.30it/s]
Epoch 0: |          | 8204/? [59:27<00:00,  2.30it/s]
Epoch 0: |          | 8204/? [59:27<00:00,  2.30it/s]
Epoch 0: |          | 8205/? [59:27<00:00,  2.30it/s]
Epoch 0: |          | 8205/? [59:27<00:00,  2.30it/s]
Epoch 0: |          | 8206/? [59:27<00:00,  2.30it/s]
Epoch 0: |          | 8206/? [59:27<00:00,  2.30it/s]
Epoch 0: |          | 8207/? [59:28<00:00,  2.30it/s]
Epoch 0: |          | 8207/? [59:28<00:00,  2.30it/s]
Epoch 0: |          | 8208/? [59:28<00:00,  2.30it/s]
Epoch 0: |          | 8208/? [59:28<00:00,  2.30it/s]
Epoch 0: |          | 8209/? [59:28<00:00,  2.30it/s]
Epoch 0: |          | 8209/? [59:28<00:00,  2.30it/s]
Epoch 0: |          | 8210/? [59:29<00:00,  2.30it/s]
Epoch 0: |          | 8210/? [59:29<00:00,  2.30it/s]
Epoch 0: |          | 8211/? [59:29<00:00,  2.30it/s]
Epoch 0: |          | 8211/? [59:29<00:00,  2.30it/s]
Epoch 0: |          | 8212/? [59:29<00:00,  2.30it/s]
Epoch 0: |          | 8212/? [59:29<00:00,  2.30it/s]
Epoch 0: |          | 8213/? [59:30<00:00,  2.30it/s]
Epoch 0: |          | 8213/? [59:30<00:00,  2.30it/s]
Epoch 0: |          | 8214/? [59:30<00:00,  2.30it/s]
Epoch 0: |          | 8214/? [59:30<00:00,  2.30it/s]
Epoch 0: |          | 8215/? [59:30<00:00,  2.30it/s]
Epoch 0: |          | 8215/? [59:30<00:00,  2.30it/s]
Epoch 0: |          | 8216/? [59:31<00:00,  2.30it/s]
Epoch 0: |          | 8216/? [59:31<00:00,  2.30it/s]
Epoch 0: |          | 8217/? [59:31<00:00,  2.30it/s]
Epoch 0: |          | 8217/? [59:31<00:00,  2.30it/s]
Epoch 0: |          | 8218/? [59:31<00:00,  2.30it/s]
Epoch 0: |          | 8218/? [59:31<00:00,  2.30it/s]
Epoch 0: |          | 8219/? [59:32<00:00,  2.30it/s]
Epoch 0: |          | 8219/? [59:32<00:00,  2.30it/s]
Epoch 0: |          | 8220/? [59:32<00:00,  2.30it/s]
Epoch 0: |          | 8220/? [59:32<00:00,  2.30it/s]
Epoch 0: |          | 8221/? [59:32<00:00,  2.30it/s]
Epoch 0: |          | 8221/? [59:32<00:00,  2.30it/s]
Epoch 0: |          | 8222/? [59:33<00:00,  2.30it/s]
Epoch 0: |          | 8222/? [59:33<00:00,  2.30it/s]
Epoch 0: |          | 8223/? [59:33<00:00,  2.30it/s]
Epoch 0: |          | 8223/? [59:33<00:00,  2.30it/s]
Epoch 0: |          | 8224/? [59:33<00:00,  2.30it/s]
Epoch 0: |          | 8224/? [59:33<00:00,  2.30it/s]
Epoch 0: |          | 8225/? [59:34<00:00,  2.30it/s]
Epoch 0: |          | 8225/? [59:34<00:00,  2.30it/s]
Epoch 0: |          | 8226/? [59:34<00:00,  2.30it/s]
Epoch 0: |          | 8226/? [59:34<00:00,  2.30it/s]
Epoch 0: |          | 8227/? [59:34<00:00,  2.30it/s]
Epoch 0: |          | 8227/? [59:34<00:00,  2.30it/s]
Epoch 0: |          | 8228/? [59:35<00:00,  2.30it/s]
Epoch 0: |          | 8228/? [59:35<00:00,  2.30it/s]
Epoch 0: |          | 8229/? [59:35<00:00,  2.30it/s]
Epoch 0: |          | 8229/? [59:35<00:00,  2.30it/s]
Epoch 0: |          | 8230/? [59:35<00:00,  2.30it/s]
Epoch 0: |          | 8230/? [59:35<00:00,  2.30it/s]
Epoch 0: |          | 8231/? [59:36<00:00,  2.30it/s]
Epoch 0: |          | 8231/? [59:36<00:00,  2.30it/s]
Epoch 0: |          | 8232/? [59:36<00:00,  2.30it/s]
Epoch 0: |          | 8232/? [59:36<00:00,  2.30it/s]
Epoch 0: |          | 8233/? [59:36<00:00,  2.30it/s]
Epoch 0: |          | 8233/? [59:36<00:00,  2.30it/s]
Epoch 0: |          | 8234/? [59:37<00:00,  2.30it/s]
Epoch 0: |          | 8234/? [59:37<00:00,  2.30it/s]
Epoch 0: |          | 8235/? [59:37<00:00,  2.30it/s]
Epoch 0: |          | 8235/? [59:37<00:00,  2.30it/s]
Epoch 0: |          | 8236/? [59:37<00:00,  2.30it/s]
Epoch 0: |          | 8236/? [59:37<00:00,  2.30it/s]
Epoch 0: |          | 8237/? [59:38<00:00,  2.30it/s]
Epoch 0: |          | 8237/? [59:38<00:00,  2.30it/s]
Epoch 0: |          | 8238/? [59:38<00:00,  2.30it/s]
Epoch 0: |          | 8238/? [59:38<00:00,  2.30it/s]
Epoch 0: |          | 8239/? [59:38<00:00,  2.30it/s]
Epoch 0: |          | 8239/? [59:38<00:00,  2.30it/s]
Epoch 0: |          | 8240/? [59:39<00:00,  2.30it/s]
Epoch 0: |          | 8240/? [59:39<00:00,  2.30it/s]
Epoch 0: |          | 8241/? [59:39<00:00,  2.30it/s]
Epoch 0: |          | 8241/? [59:39<00:00,  2.30it/s]
Epoch 0: |          | 8242/? [59:39<00:00,  2.30it/s]
Epoch 0: |          | 8242/? [59:39<00:00,  2.30it/s]
Epoch 0: |          | 8243/? [59:40<00:00,  2.30it/s]
Epoch 0: |          | 8243/? [59:40<00:00,  2.30it/s]
Epoch 0: |          | 8244/? [59:40<00:00,  2.30it/s]
Epoch 0: |          | 8244/? [59:40<00:00,  2.30it/s]
Epoch 0: |          | 8245/? [59:40<00:00,  2.30it/s]
Epoch 0: |          | 8245/? [59:40<00:00,  2.30it/s]
Epoch 0: |          | 8246/? [59:41<00:00,  2.30it/s]
Epoch 0: |          | 8246/? [59:41<00:00,  2.30it/s]
Epoch 0: |          | 8247/? [59:41<00:00,  2.30it/s]
Epoch 0: |          | 8247/? [59:41<00:00,  2.30it/s]
Epoch 0: |          | 8248/? [59:41<00:00,  2.30it/s]
Epoch 0: |          | 8248/? [59:41<00:00,  2.30it/s]
Epoch 0: |          | 8249/? [59:42<00:00,  2.30it/s]
Epoch 0: |          | 8249/? [59:42<00:00,  2.30it/s]
Epoch 0: |          | 8250/? [59:42<00:00,  2.30it/s]
Epoch 0: |          | 8250/? [59:42<00:00,  2.30it/s]
Epoch 0: |          | 8251/? [59:42<00:00,  2.30it/s]
Epoch 0: |          | 8251/? [59:42<00:00,  2.30it/s]
Epoch 0: |          | 8252/? [59:43<00:00,  2.30it/s]
Epoch 0: |          | 8252/? [59:43<00:00,  2.30it/s]
Epoch 0: |          | 8253/? [59:43<00:00,  2.30it/s]
Epoch 0: |          | 8253/? [59:43<00:00,  2.30it/s]
Epoch 0: |          | 8254/? [59:43<00:00,  2.30it/s]
Epoch 0: |          | 8254/? [59:43<00:00,  2.30it/s]
Epoch 0: |          | 8255/? [59:44<00:00,  2.30it/s]
Epoch 0: |          | 8255/? [59:44<00:00,  2.30it/s]
Epoch 0: |          | 8256/? [59:44<00:00,  2.30it/s]
Epoch 0: |          | 8256/? [59:44<00:00,  2.30it/s]
Epoch 0: |          | 8257/? [59:44<00:00,  2.30it/s]
Epoch 0: |          | 8257/? [59:44<00:00,  2.30it/s]
Epoch 0: |          | 8258/? [59:45<00:00,  2.30it/s]
Epoch 0: |          | 8258/? [59:45<00:00,  2.30it/s]
Epoch 0: |          | 8259/? [59:45<00:00,  2.30it/s]
Epoch 0: |          | 8259/? [59:45<00:00,  2.30it/s]
Epoch 0: |          | 8260/? [59:45<00:00,  2.30it/s]
Epoch 0: |          | 8260/? [59:45<00:00,  2.30it/s]
Epoch 0: |          | 8261/? [59:46<00:00,  2.30it/s]
Epoch 0: |          | 8261/? [59:46<00:00,  2.30it/s]
Epoch 0: |          | 8262/? [59:46<00:00,  2.30it/s]
Epoch 0: |          | 8262/? [59:46<00:00,  2.30it/s]
Epoch 0: |          | 8263/? [59:46<00:00,  2.30it/s]
Epoch 0: |          | 8263/? [59:46<00:00,  2.30it/s]
Epoch 0: |          | 8264/? [59:47<00:00,  2.30it/s]
Epoch 0: |          | 8264/? [59:47<00:00,  2.30it/s]
Epoch 0: |          | 8265/? [59:47<00:00,  2.30it/s]
Epoch 0: |          | 8265/? [59:47<00:00,  2.30it/s]
Epoch 0: |          | 8266/? [59:47<00:00,  2.30it/s]
Epoch 0: |          | 8266/? [59:47<00:00,  2.30it/s]
Epoch 0: |          | 8267/? [59:48<00:00,  2.30it/s]
Epoch 0: |          | 8267/? [59:48<00:00,  2.30it/s]
Epoch 0: |          | 8268/? [59:48<00:00,  2.30it/s]
Epoch 0: |          | 8268/? [59:48<00:00,  2.30it/s]
Epoch 0: |          | 8269/? [59:48<00:00,  2.30it/s]
Epoch 0: |          | 8269/? [59:48<00:00,  2.30it/s]
Epoch 0: |          | 8270/? [59:49<00:00,  2.30it/s]
Epoch 0: |          | 8270/? [59:49<00:00,  2.30it/s]
Epoch 0: |          | 8271/? [59:49<00:00,  2.30it/s]
Epoch 0: |          | 8271/? [59:49<00:00,  2.30it/s]
Epoch 0: |          | 8272/? [59:49<00:00,  2.30it/s]
Epoch 0: |          | 8272/? [59:49<00:00,  2.30it/s]
Epoch 0: |          | 8273/? [59:50<00:00,  2.30it/s]
Epoch 0: |          | 8273/? [59:50<00:00,  2.30it/s]
Epoch 0: |          | 8274/? [59:50<00:00,  2.30it/s]
Epoch 0: |          | 8274/? [59:50<00:00,  2.30it/s]
Epoch 0: |          | 8275/? [59:50<00:00,  2.30it/s]
Epoch 0: |          | 8275/? [59:50<00:00,  2.30it/s]
Epoch 0: |          | 8276/? [59:51<00:00,  2.30it/s]
Epoch 0: |          | 8276/? [59:51<00:00,  2.30it/s]
Epoch 0: |          | 8277/? [59:51<00:00,  2.30it/s]
Epoch 0: |          | 8277/? [59:51<00:00,  2.30it/s]
Epoch 0: |          | 8278/? [59:51<00:00,  2.30it/s]
Epoch 0: |          | 8278/? [59:51<00:00,  2.30it/s]
Epoch 0: |          | 8279/? [59:52<00:00,  2.30it/s]
Epoch 0: |          | 8279/? [59:52<00:00,  2.30it/s]
Epoch 0: |          | 8280/? [59:52<00:00,  2.30it/s]
Epoch 0: |          | 8280/? [59:52<00:00,  2.30it/s]
Epoch 0: |          | 8281/? [59:52<00:00,  2.30it/s]
Epoch 0: |          | 8281/? [59:52<00:00,  2.30it/s]
Epoch 0: |          | 8282/? [59:53<00:00,  2.31it/s]
Epoch 0: |          | 8282/? [59:53<00:00,  2.31it/s]
Epoch 0: |          | 8283/? [59:53<00:00,  2.31it/s]
Epoch 0: |          | 8283/? [59:53<00:00,  2.31it/s]
Epoch 0: |          | 8284/? [59:53<00:00,  2.31it/s]
Epoch 0: |          | 8284/? [59:53<00:00,  2.31it/s]
Epoch 0: |          | 8285/? [59:53<00:00,  2.31it/s]
Epoch 0: |          | 8285/? [59:53<00:00,  2.31it/s]
Epoch 0: |          | 8286/? [59:54<00:00,  2.31it/s]
Epoch 0: |          | 8286/? [59:54<00:00,  2.31it/s]
Epoch 0: |          | 8287/? [59:54<00:00,  2.31it/s]
Epoch 0: |          | 8287/? [59:54<00:00,  2.31it/s]
Epoch 0: |          | 8288/? [59:54<00:00,  2.31it/s]
Epoch 0: |          | 8288/? [59:54<00:00,  2.31it/s]
Epoch 0: |          | 8289/? [59:55<00:00,  2.31it/s]
Epoch 0: |          | 8289/? [59:55<00:00,  2.31it/s]
Epoch 0: |          | 8290/? [59:55<00:00,  2.31it/s]
Epoch 0: |          | 8290/? [59:55<00:00,  2.31it/s]
Epoch 0: |          | 8291/? [59:56<00:00,  2.31it/s]
Epoch 0: |          | 8291/? [59:56<00:00,  2.31it/s]
Epoch 0: |          | 8292/? [59:56<00:00,  2.31it/s]
Epoch 0: |          | 8292/? [59:56<00:00,  2.31it/s]
Epoch 0: |          | 8293/? [59:56<00:00,  2.31it/s]
Epoch 0: |          | 8293/? [59:56<00:00,  2.31it/s]
Epoch 0: |          | 8294/? [59:56<00:00,  2.31it/s]
Epoch 0: |          | 8294/? [59:57<00:00,  2.31it/s]
Epoch 0: |          | 8295/? [59:57<00:00,  2.31it/s]
Epoch 0: |          | 8295/? [59:57<00:00,  2.31it/s]
Epoch 0: |          | 8296/? [59:57<00:00,  2.31it/s]
Epoch 0: |          | 8296/? [59:57<00:00,  2.31it/s]
Epoch 0: |          | 8297/? [59:57<00:00,  2.31it/s]
Epoch 0: |          | 8297/? [59:57<00:00,  2.31it/s]
Epoch 0: |          | 8298/? [59:58<00:00,  2.31it/s]
Epoch 0: |          | 8298/? [59:58<00:00,  2.31it/s]
Epoch 0: |          | 8299/? [59:58<00:00,  2.31it/s]
Epoch 0: |          | 8299/? [59:58<00:00,  2.31it/s]
Epoch 0: |          | 8300/? [59:59<00:00,  2.31it/s]
Epoch 0: |          | 8300/? [59:59<00:00,  2.31it/s]
Epoch 0: |          | 8301/? [59:59<00:00,  2.31it/s]
Epoch 0: |          | 8301/? [59:59<00:00,  2.31it/s]
Epoch 0: |          | 8302/? [59:59<00:00,  2.31it/s]
Epoch 0: |          | 8302/? [59:59<00:00,  2.31it/s]
Epoch 0: |          | 8303/? [59:59<00:00,  2.31it/s]
Epoch 0: |          | 8303/? [59:59<00:00,  2.31it/s]
Epoch 0: |          | 8304/? [1:00:00<00:00,  2.31it/s]
Epoch 0: |          | 8304/? [1:00:00<00:00,  2.31it/s]
Epoch 0: |          | 8305/? [1:00:00<00:00,  2.31it/s]
Epoch 0: |          | 8305/? [1:00:00<00:00,  2.31it/s]
Epoch 0: |          | 8306/? [1:00:00<00:00,  2.31it/s]
Epoch 0: |          | 8306/? [1:00:00<00:00,  2.31it/s]
Epoch 0: |          | 8307/? [1:00:01<00:00,  2.31it/s]
Epoch 0: |          | 8307/? [1:00:01<00:00,  2.31it/s]
Epoch 0: |          | 8308/? [1:00:01<00:00,  2.31it/s]
Epoch 0: |          | 8308/? [1:00:01<00:00,  2.31it/s]
Epoch 0: |          | 8309/? [1:00:01<00:00,  2.31it/s]
Epoch 0: |          | 8309/? [1:00:01<00:00,  2.31it/s]
Epoch 0: |          | 8310/? [1:00:02<00:00,  2.31it/s]
Epoch 0: |          | 8310/? [1:00:02<00:00,  2.31it/s]
Epoch 0: |          | 8311/? [1:00:02<00:00,  2.31it/s]
Epoch 0: |          | 8311/? [1:00:02<00:00,  2.31it/s]
Epoch 0: |          | 8312/? [1:00:02<00:00,  2.31it/s]
Epoch 0: |          | 8312/? [1:00:02<00:00,  2.31it/s]
Epoch 0: |          | 8313/? [1:00:03<00:00,  2.31it/s]
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Epoch 0: |          | 8314/? [1:00:03<00:00,  2.31it/s]
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Epoch 0: |          | 8315/? [1:00:03<00:00,  2.31it/s]
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Epoch 0: |          | 8316/? [1:00:04<00:00,  2.31it/s]
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Epoch 0: |          | 8317/? [1:00:04<00:00,  2.31it/s]
Epoch 0: |          | 8317/? [1:00:04<00:00,  2.31it/s]
Epoch 0: |          | 8318/? [1:00:04<00:00,  2.31it/s]
Epoch 0: |          | 8318/? [1:00:04<00:00,  2.31it/s]
Epoch 0: |          | 8319/? [1:00:05<00:00,  2.31it/s]
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Epoch 0: |          | 8320/? [1:00:05<00:00,  2.31it/s]
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Epoch 0: |          | 8321/? [1:00:05<00:00,  2.31it/s]
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Epoch 0: |          | 8325/? [1:00:07<00:00,  2.31it/s]
Epoch 0: |          | 8325/? [1:00:07<00:00,  2.31it/s]
Epoch 0: |          | 8326/? [1:00:07<00:00,  2.31it/s]
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Epoch 0: |          | 8327/? [1:00:08<00:00,  2.31it/s]
Epoch 0: |          | 8327/? [1:00:08<00:00,  2.31it/s]
Epoch 0: |          | 8328/? [1:00:08<00:00,  2.31it/s]
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Epoch 0: |          | 8329/? [1:00:08<00:00,  2.31it/s]
Epoch 0: |          | 8329/? [1:00:08<00:00,  2.31it/s]
Epoch 0: |          | 8330/? [1:00:09<00:00,  2.31it/s]
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Epoch 0: |          | 8331/? [1:00:09<00:00,  2.31it/s]
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Epoch 0: |          | 8332/? [1:00:09<00:00,  2.31it/s]
Epoch 0: |          | 8332/? [1:00:09<00:00,  2.31it/s]
Epoch 0: |          | 8333/? [1:00:10<00:00,  2.31it/s]
Epoch 0: |          | 8333/? [1:00:10<00:00,  2.31it/s]
Epoch 0: |          | 8334/? [1:00:10<00:00,  2.31it/s]
Epoch 0: |          | 8334/? [1:00:10<00:00,  2.31it/s]
Epoch 0: |          | 8335/? [1:00:10<00:00,  2.31it/s]
Epoch 0: |          | 8335/? [1:00:10<00:00,  2.31it/s]
Epoch 0: |          | 8336/? [1:00:11<00:00,  2.31it/s]
Epoch 0: |          | 8336/? [1:00:11<00:00,  2.31it/s]
Epoch 0: |          | 8337/? [1:00:11<00:00,  2.31it/s]
Epoch 0: |          | 8337/? [1:00:11<00:00,  2.31it/s]
Epoch 0: |          | 8338/? [1:00:11<00:00,  2.31it/s]
Epoch 0: |          | 8338/? [1:00:11<00:00,  2.31it/s]
Epoch 0: |          | 8339/? [1:00:12<00:00,  2.31it/s]
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Epoch 0: |          | 8340/? [1:00:12<00:00,  2.31it/s]
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Epoch 0: |          | 8341/? [1:00:12<00:00,  2.31it/s]
Epoch 0: |          | 8341/? [1:00:12<00:00,  2.31it/s]
Epoch 0: |          | 8342/? [1:00:13<00:00,  2.31it/s]
Epoch 0: |          | 8342/? [1:00:13<00:00,  2.31it/s]
Epoch 0: |          | 8343/? [1:00:13<00:00,  2.31it/s]
Epoch 0: |          | 8343/? [1:00:13<00:00,  2.31it/s]
Epoch 0: |          | 8344/? [1:00:13<00:00,  2.31it/s]
Epoch 0: |          | 8344/? [1:00:13<00:00,  2.31it/s]
Epoch 0: |          | 8345/? [1:00:14<00:00,  2.31it/s]
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Epoch 0: |          | 8346/? [1:00:14<00:00,  2.31it/s]
Epoch 0: |          | 8346/? [1:00:14<00:00,  2.31it/s]
Epoch 0: |          | 8347/? [1:00:14<00:00,  2.31it/s]
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Epoch 0: |          | 8348/? [1:00:14<00:00,  2.31it/s]
Epoch 0: |          | 8348/? [1:00:14<00:00,  2.31it/s]
Epoch 0: |          | 8349/? [1:00:15<00:00,  2.31it/s]
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Epoch 0: |          | 8350/? [1:00:15<00:00,  2.31it/s]
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Epoch 0: |          | 8351/? [1:00:15<00:00,  2.31it/s]
Epoch 0: |          | 8351/? [1:00:15<00:00,  2.31it/s]
Epoch 0: |          | 8352/? [1:00:16<00:00,  2.31it/s]
Epoch 0: |          | 8352/? [1:00:16<00:00,  2.31it/s]
Epoch 0: |          | 8353/? [1:00:16<00:00,  2.31it/s]
Epoch 0: |          | 8353/? [1:00:16<00:00,  2.31it/s]
Epoch 0: |          | 8354/? [1:00:17<00:00,  2.31it/s]
Epoch 0: |          | 8354/? [1:00:17<00:00,  2.31it/s]
Epoch 0: |          | 8355/? [1:00:17<00:00,  2.31it/s]
Epoch 0: |          | 8355/? [1:00:17<00:00,  2.31it/s]
Epoch 0: |          | 8356/? [1:00:17<00:00,  2.31it/s]
Epoch 0: |          | 8356/? [1:00:17<00:00,  2.31it/s]
Epoch 0: |          | 8357/? [1:00:18<00:00,  2.31it/s]
Epoch 0: |          | 8357/? [1:00:18<00:00,  2.31it/s]
Epoch 0: |          | 8358/? [1:00:18<00:00,  2.31it/s]
Epoch 0: |          | 8358/? [1:00:18<00:00,  2.31it/s]
Epoch 0: |          | 8359/? [1:00:18<00:00,  2.31it/s]
Epoch 0: |          | 8359/? [1:00:18<00:00,  2.31it/s]
Epoch 0: |          | 8360/? [1:00:19<00:00,  2.31it/s]
Epoch 0: |          | 8360/? [1:00:19<00:00,  2.31it/s]
Epoch 0: |          | 8361/? [1:00:19<00:00,  2.31it/s]
Epoch 0: |          | 8361/? [1:00:19<00:00,  2.31it/s]
Epoch 0: |          | 8362/? [1:00:19<00:00,  2.31it/s]
Epoch 0: |          | 8362/? [1:00:19<00:00,  2.31it/s]
Epoch 0: |          | 8363/? [1:00:20<00:00,  2.31it/s]
Epoch 0: |          | 8363/? [1:00:20<00:00,  2.31it/s]
Epoch 0: |          | 8364/? [1:00:20<00:00,  2.31it/s]
Epoch 0: |          | 8364/? [1:00:20<00:00,  2.31it/s]
Epoch 0: |          | 8365/? [1:00:20<00:00,  2.31it/s]
Epoch 0: |          | 8365/? [1:00:20<00:00,  2.31it/s]
Epoch 0: |          | 8366/? [1:00:20<00:00,  2.31it/s]
Epoch 0: |          | 8366/? [1:00:20<00:00,  2.31it/s]
Epoch 0: |          | 8367/? [1:00:21<00:00,  2.31it/s]
Epoch 0: |          | 8367/? [1:00:21<00:00,  2.31it/s]
Epoch 0: |          | 8368/? [1:00:21<00:00,  2.31it/s]
Epoch 0: |          | 8368/? [1:00:21<00:00,  2.31it/s]
Epoch 0: |          | 8369/? [1:00:22<00:00,  2.31it/s]
Epoch 0: |          | 8369/? [1:00:22<00:00,  2.31it/s]
Epoch 0: |          | 8370/? [1:00:22<00:00,  2.31it/s]
Epoch 0: |          | 8370/? [1:00:22<00:00,  2.31it/s]
Epoch 0: |          | 8371/? [1:00:22<00:00,  2.31it/s]
Epoch 0: |          | 8371/? [1:00:22<00:00,  2.31it/s]
Epoch 0: |          | 8372/? [1:00:23<00:00,  2.31it/s]
Epoch 0: |          | 8372/? [1:00:23<00:00,  2.31it/s]
Epoch 0: |          | 8373/? [1:00:23<00:00,  2.31it/s]
Epoch 0: |          | 8373/? [1:00:23<00:00,  2.31it/s]
Epoch 0: |          | 8374/? [1:00:23<00:00,  2.31it/s]
Epoch 0: |          | 8374/? [1:00:23<00:00,  2.31it/s]
Epoch 0: |          | 8375/? [1:00:24<00:00,  2.31it/s]
Epoch 0: |          | 8375/? [1:00:24<00:00,  2.31it/s]
Epoch 0: |          | 8376/? [1:00:24<00:00,  2.31it/s]
Epoch 0: |          | 8376/? [1:00:24<00:00,  2.31it/s]
Epoch 0: |          | 8377/? [1:00:24<00:00,  2.31it/s]
Epoch 0: |          | 8377/? [1:00:24<00:00,  2.31it/s]
Epoch 0: |          | 8378/? [1:00:25<00:00,  2.31it/s]
Epoch 0: |          | 8378/? [1:00:25<00:00,  2.31it/s]
Epoch 0: |          | 8379/? [1:00:25<00:00,  2.31it/s]
Epoch 0: |          | 8379/? [1:00:25<00:00,  2.31it/s]
Epoch 0: |          | 8380/? [1:00:25<00:00,  2.31it/s]
Epoch 0: |          | 8380/? [1:00:25<00:00,  2.31it/s]
Epoch 0: |          | 8381/? [1:00:26<00:00,  2.31it/s]
Epoch 0: |          | 8381/? [1:00:26<00:00,  2.31it/s]
Epoch 0: |          | 8382/? [1:00:26<00:00,  2.31it/s]
Epoch 0: |          | 8382/? [1:00:26<00:00,  2.31it/s]
Epoch 0: |          | 8383/? [1:00:26<00:00,  2.31it/s]
Epoch 0: |          | 8383/? [1:00:26<00:00,  2.31it/s]
Epoch 0: |          | 8384/? [1:00:27<00:00,  2.31it/s]
Epoch 0: |          | 8384/? [1:00:27<00:00,  2.31it/s]
Epoch 0: |          | 8385/? [1:00:27<00:00,  2.31it/s]
Epoch 0: |          | 8385/? [1:00:27<00:00,  2.31it/s]
Epoch 0: |          | 8386/? [1:00:27<00:00,  2.31it/s]
Epoch 0: |          | 8386/? [1:00:27<00:00,  2.31it/s]
Epoch 0: |          | 8387/? [1:00:28<00:00,  2.31it/s]
Epoch 0: |          | 8387/? [1:00:28<00:00,  2.31it/s]
Epoch 0: |          | 8388/? [1:00:28<00:00,  2.31it/s]
Epoch 0: |          | 8388/? [1:00:28<00:00,  2.31it/s]
Epoch 0: |          | 8389/? [1:00:28<00:00,  2.31it/s]
Epoch 0: |          | 8389/? [1:00:28<00:00,  2.31it/s]
Epoch 0: |          | 8390/? [1:00:29<00:00,  2.31it/s]
Epoch 0: |          | 8390/? [1:00:29<00:00,  2.31it/s]
Epoch 0: |          | 8391/? [1:00:29<00:00,  2.31it/s]
Epoch 0: |          | 8391/? [1:00:29<00:00,  2.31it/s]
Epoch 0: |          | 8392/? [1:00:29<00:00,  2.31it/s]
Epoch 0: |          | 8392/? [1:00:29<00:00,  2.31it/s]
Epoch 0: |          | 8393/? [1:00:30<00:00,  2.31it/s]
Epoch 0: |          | 8393/? [1:00:30<00:00,  2.31it/s]
Epoch 0: |          | 8394/? [1:00:30<00:00,  2.31it/s]
Epoch 0: |          | 8394/? [1:00:30<00:00,  2.31it/s]
Epoch 0: |          | 8395/? [1:00:30<00:00,  2.31it/s]
Epoch 0: |          | 8395/? [1:00:30<00:00,  2.31it/s]
Epoch 0: |          | 8396/? [1:00:31<00:00,  2.31it/s]
Epoch 0: |          | 8396/? [1:00:31<00:00,  2.31it/s]
Epoch 0: |          | 8397/? [1:00:31<00:00,  2.31it/s]
Epoch 0: |          | 8397/? [1:00:31<00:00,  2.31it/s]
Epoch 0: |          | 8398/? [1:00:31<00:00,  2.31it/s]
Epoch 0: |          | 8398/? [1:00:31<00:00,  2.31it/s]
Epoch 0: |          | 8399/? [1:00:31<00:00,  2.31it/s]
Epoch 0: |          | 8399/? [1:00:31<00:00,  2.31it/s]
Epoch 0: |          | 8400/? [1:00:32<00:00,  2.31it/s]
Epoch 0: |          | 8400/? [1:00:32<00:00,  2.31it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.14it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.53it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.45it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.24it/s]

Epoch 0: |          | 8400/? [1:00:32<00:00,  2.31it/s]
Epoch 0: |          | 8401/? [1:00:33<00:00,  2.31it/s]
Epoch 0: |          | 8401/? [1:00:33<00:00,  2.31it/s]
Epoch 0: |          | 8402/? [1:00:33<00:00,  2.31it/s]
Epoch 0: |          | 8402/? [1:00:33<00:00,  2.31it/s]
Epoch 0: |          | 8403/? [1:00:33<00:00,  2.31it/s]
Epoch 0: |          | 8403/? [1:00:33<00:00,  2.31it/s]
Epoch 0: |          | 8404/? [1:00:34<00:00,  2.31it/s]
Epoch 0: |          | 8404/? [1:00:34<00:00,  2.31it/s]
Epoch 0: |          | 8405/? [1:00:34<00:00,  2.31it/s]
Epoch 0: |          | 8405/? [1:00:34<00:00,  2.31it/s]
Epoch 0: |          | 8406/? [1:00:34<00:00,  2.31it/s]
Epoch 0: |          | 8406/? [1:00:34<00:00,  2.31it/s]
Epoch 0: |          | 8407/? [1:00:35<00:00,  2.31it/s]
Epoch 0: |          | 8407/? [1:00:35<00:00,  2.31it/s]
Epoch 0: |          | 8408/? [1:00:35<00:00,  2.31it/s]
Epoch 0: |          | 8408/? [1:00:35<00:00,  2.31it/s]
Epoch 0: |          | 8409/? [1:00:35<00:00,  2.31it/s]
Epoch 0: |          | 8409/? [1:00:35<00:00,  2.31it/s]
Epoch 0: |          | 8410/? [1:00:36<00:00,  2.31it/s]
Epoch 0: |          | 8410/? [1:00:36<00:00,  2.31it/s]
Epoch 0: |          | 8411/? [1:00:36<00:00,  2.31it/s]
Epoch 0: |          | 8411/? [1:00:36<00:00,  2.31it/s]
Epoch 0: |          | 8412/? [1:00:36<00:00,  2.31it/s]
Epoch 0: |          | 8412/? [1:00:36<00:00,  2.31it/s]
Epoch 0: |          | 8413/? [1:00:37<00:00,  2.31it/s]
Epoch 0: |          | 8413/? [1:00:37<00:00,  2.31it/s]
Epoch 0: |          | 8414/? [1:00:37<00:00,  2.31it/s]
Epoch 0: |          | 8414/? [1:00:37<00:00,  2.31it/s]
Epoch 0: |          | 8415/? [1:00:37<00:00,  2.31it/s]
Epoch 0: |          | 8415/? [1:00:37<00:00,  2.31it/s]
Epoch 0: |          | 8416/? [1:00:38<00:00,  2.31it/s]
Epoch 0: |          | 8416/? [1:00:38<00:00,  2.31it/s]
Epoch 0: |          | 8417/? [1:00:38<00:00,  2.31it/s]
Epoch 0: |          | 8417/? [1:00:38<00:00,  2.31it/s]
Epoch 0: |          | 8418/? [1:00:38<00:00,  2.31it/s]
Epoch 0: |          | 8418/? [1:00:38<00:00,  2.31it/s]
Epoch 0: |          | 8419/? [1:00:39<00:00,  2.31it/s]
Epoch 0: |          | 8419/? [1:00:39<00:00,  2.31it/s]
Epoch 0: |          | 8420/? [1:00:39<00:00,  2.31it/s]
Epoch 0: |          | 8420/? [1:00:39<00:00,  2.31it/s]
Epoch 0: |          | 8421/? [1:00:39<00:00,  2.31it/s]
Epoch 0: |          | 8421/? [1:00:39<00:00,  2.31it/s]
Epoch 0: |          | 8422/? [1:00:40<00:00,  2.31it/s]
Epoch 0: |          | 8422/? [1:00:40<00:00,  2.31it/s]
Epoch 0: |          | 8423/? [1:00:40<00:00,  2.31it/s]
Epoch 0: |          | 8423/? [1:00:40<00:00,  2.31it/s]
Epoch 0: |          | 8424/? [1:00:40<00:00,  2.31it/s]
Epoch 0: |          | 8424/? [1:00:40<00:00,  2.31it/s]
Epoch 0: |          | 8425/? [1:00:41<00:00,  2.31it/s]
Epoch 0: |          | 8425/? [1:00:41<00:00,  2.31it/s]
Epoch 0: |          | 8426/? [1:00:41<00:00,  2.31it/s]
Epoch 0: |          | 8426/? [1:00:41<00:00,  2.31it/s]
Epoch 0: |          | 8427/? [1:00:41<00:00,  2.31it/s]
Epoch 0: |          | 8427/? [1:00:41<00:00,  2.31it/s]
Epoch 0: |          | 8428/? [1:00:42<00:00,  2.31it/s]
Epoch 0: |          | 8428/? [1:00:42<00:00,  2.31it/s]
Epoch 0: |          | 8429/? [1:00:42<00:00,  2.31it/s]
Epoch 0: |          | 8429/? [1:00:42<00:00,  2.31it/s]
Epoch 0: |          | 8430/? [1:00:42<00:00,  2.31it/s]
Epoch 0: |          | 8430/? [1:00:42<00:00,  2.31it/s]
Epoch 0: |          | 8431/? [1:00:43<00:00,  2.31it/s]
Epoch 0: |          | 8431/? [1:00:43<00:00,  2.31it/s]
Epoch 0: |          | 8432/? [1:00:43<00:00,  2.31it/s]
Epoch 0: |          | 8432/? [1:00:43<00:00,  2.31it/s]
Epoch 0: |          | 8433/? [1:00:43<00:00,  2.31it/s]
Epoch 0: |          | 8433/? [1:00:43<00:00,  2.31it/s]
Epoch 0: |          | 8434/? [1:00:44<00:00,  2.31it/s]
Epoch 0: |          | 8434/? [1:00:44<00:00,  2.31it/s]
Epoch 0: |          | 8435/? [1:00:44<00:00,  2.31it/s]
Epoch 0: |          | 8435/? [1:00:44<00:00,  2.31it/s]
Epoch 0: |          | 8436/? [1:00:44<00:00,  2.31it/s]
Epoch 0: |          | 8436/? [1:00:44<00:00,  2.31it/s]
Epoch 0: |          | 8437/? [1:00:45<00:00,  2.31it/s]
Epoch 0: |          | 8437/? [1:00:45<00:00,  2.31it/s]
Epoch 0: |          | 8438/? [1:00:45<00:00,  2.31it/s]
Epoch 0: |          | 8438/? [1:00:45<00:00,  2.31it/s]
Epoch 0: |          | 8439/? [1:00:45<00:00,  2.31it/s]
Epoch 0: |          | 8439/? [1:00:45<00:00,  2.31it/s]
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Epoch 0: |          | 8501/? [1:01:06<00:00,  2.32it/s]
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Epoch 0: |          | 8502/? [1:01:06<00:00,  2.32it/s]
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Epoch 0: |          | 8505/? [1:01:07<00:00,  2.32it/s]
Epoch 0: |          | 8505/? [1:01:07<00:00,  2.32it/s]
Epoch 0: |          | 8506/? [1:01:07<00:00,  2.32it/s]
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Epoch 0: |          | 8507/? [1:01:08<00:00,  2.32it/s]
Epoch 0: |          | 8507/? [1:01:08<00:00,  2.32it/s]
Epoch 0: |          | 8508/? [1:01:08<00:00,  2.32it/s]
Epoch 0: |          | 8508/? [1:01:08<00:00,  2.32it/s]
Epoch 0: |          | 8509/? [1:01:08<00:00,  2.32it/s]
Epoch 0: |          | 8509/? [1:01:08<00:00,  2.32it/s]
Epoch 0: |          | 8510/? [1:01:09<00:00,  2.32it/s]
Epoch 0: |          | 8510/? [1:01:09<00:00,  2.32it/s]
Epoch 0: |          | 8511/? [1:01:09<00:00,  2.32it/s]
Epoch 0: |          | 8511/? [1:01:09<00:00,  2.32it/s]
Epoch 0: |          | 8512/? [1:01:09<00:00,  2.32it/s]
Epoch 0: |          | 8512/? [1:01:09<00:00,  2.32it/s]
Epoch 0: |          | 8513/? [1:01:10<00:00,  2.32it/s]
Epoch 0: |          | 8513/? [1:01:10<00:00,  2.32it/s]
Epoch 0: |          | 8514/? [1:01:10<00:00,  2.32it/s]
Epoch 0: |          | 8514/? [1:01:10<00:00,  2.32it/s]
Epoch 0: |          | 8515/? [1:01:10<00:00,  2.32it/s]
Epoch 0: |          | 8515/? [1:01:10<00:00,  2.32it/s]
Epoch 0: |          | 8516/? [1:01:11<00:00,  2.32it/s]
Epoch 0: |          | 8516/? [1:01:11<00:00,  2.32it/s]
Epoch 0: |          | 8517/? [1:01:11<00:00,  2.32it/s]
Epoch 0: |          | 8517/? [1:01:11<00:00,  2.32it/s]
Epoch 0: |          | 8518/? [1:01:11<00:00,  2.32it/s]
Epoch 0: |          | 8518/? [1:01:11<00:00,  2.32it/s]
Epoch 0: |          | 8519/? [1:01:12<00:00,  2.32it/s]
Epoch 0: |          | 8519/? [1:01:12<00:00,  2.32it/s]
Epoch 0: |          | 8520/? [1:01:12<00:00,  2.32it/s]
Epoch 0: |          | 8520/? [1:01:12<00:00,  2.32it/s]
Epoch 0: |          | 8521/? [1:01:12<00:00,  2.32it/s]
Epoch 0: |          | 8521/? [1:01:12<00:00,  2.32it/s]
Epoch 0: |          | 8522/? [1:01:13<00:00,  2.32it/s]
Epoch 0: |          | 8522/? [1:01:13<00:00,  2.32it/s]
Epoch 0: |          | 8523/? [1:01:13<00:00,  2.32it/s]
Epoch 0: |          | 8523/? [1:01:13<00:00,  2.32it/s]
Epoch 0: |          | 8524/? [1:01:13<00:00,  2.32it/s]
Epoch 0: |          | 8524/? [1:01:13<00:00,  2.32it/s]
Epoch 0: |          | 8525/? [1:01:14<00:00,  2.32it/s]
Epoch 0: |          | 8525/? [1:01:14<00:00,  2.32it/s]
Epoch 0: |          | 8526/? [1:01:14<00:00,  2.32it/s]
Epoch 0: |          | 8526/? [1:01:14<00:00,  2.32it/s]
Epoch 0: |          | 8527/? [1:01:14<00:00,  2.32it/s]
Epoch 0: |          | 8527/? [1:01:14<00:00,  2.32it/s]
Epoch 0: |          | 8528/? [1:01:15<00:00,  2.32it/s]
Epoch 0: |          | 8528/? [1:01:15<00:00,  2.32it/s]
Epoch 0: |          | 8529/? [1:01:15<00:00,  2.32it/s]
Epoch 0: |          | 8529/? [1:01:15<00:00,  2.32it/s]
Epoch 0: |          | 8530/? [1:01:15<00:00,  2.32it/s]
Epoch 0: |          | 8530/? [1:01:15<00:00,  2.32it/s]
Epoch 0: |          | 8531/? [1:01:16<00:00,  2.32it/s]
Epoch 0: |          | 8531/? [1:01:16<00:00,  2.32it/s]
Epoch 0: |          | 8532/? [1:01:16<00:00,  2.32it/s]
Epoch 0: |          | 8532/? [1:01:16<00:00,  2.32it/s]
Epoch 0: |          | 8533/? [1:01:16<00:00,  2.32it/s]
Epoch 0: |          | 8533/? [1:01:16<00:00,  2.32it/s]
Epoch 0: |          | 8534/? [1:01:17<00:00,  2.32it/s]
Epoch 0: |          | 8534/? [1:01:17<00:00,  2.32it/s]
Epoch 0: |          | 8535/? [1:01:17<00:00,  2.32it/s]
Epoch 0: |          | 8535/? [1:01:17<00:00,  2.32it/s]
Epoch 0: |          | 8536/? [1:01:17<00:00,  2.32it/s]
Epoch 0: |          | 8536/? [1:01:17<00:00,  2.32it/s]
Epoch 0: |          | 8537/? [1:01:18<00:00,  2.32it/s]
Epoch 0: |          | 8537/? [1:01:18<00:00,  2.32it/s]
Epoch 0: |          | 8538/? [1:01:18<00:00,  2.32it/s]
Epoch 0: |          | 8538/? [1:01:18<00:00,  2.32it/s]
Epoch 0: |          | 8539/? [1:01:18<00:00,  2.32it/s]
Epoch 0: |          | 8539/? [1:01:18<00:00,  2.32it/s]
Epoch 0: |          | 8540/? [1:01:19<00:00,  2.32it/s]
Epoch 0: |          | 8540/? [1:01:19<00:00,  2.32it/s]
Epoch 0: |          | 8541/? [1:01:19<00:00,  2.32it/s]
Epoch 0: |          | 8541/? [1:01:19<00:00,  2.32it/s]
Epoch 0: |          | 8542/? [1:01:19<00:00,  2.32it/s]
Epoch 0: |          | 8542/? [1:01:19<00:00,  2.32it/s]
Epoch 0: |          | 8543/? [1:01:20<00:00,  2.32it/s]
Epoch 0: |          | 8543/? [1:01:20<00:00,  2.32it/s]
Epoch 0: |          | 8544/? [1:01:20<00:00,  2.32it/s]
Epoch 0: |          | 8544/? [1:01:20<00:00,  2.32it/s]
Epoch 0: |          | 8545/? [1:01:20<00:00,  2.32it/s]
Epoch 0: |          | 8545/? [1:01:20<00:00,  2.32it/s]
Epoch 0: |          | 8546/? [1:01:21<00:00,  2.32it/s]
Epoch 0: |          | 8546/? [1:01:21<00:00,  2.32it/s]
Epoch 0: |          | 8547/? [1:01:21<00:00,  2.32it/s]
Epoch 0: |          | 8547/? [1:01:21<00:00,  2.32it/s]
Epoch 0: |          | 8548/? [1:01:21<00:00,  2.32it/s]
Epoch 0: |          | 8548/? [1:01:21<00:00,  2.32it/s]
Epoch 0: |          | 8549/? [1:01:22<00:00,  2.32it/s]
Epoch 0: |          | 8549/? [1:01:22<00:00,  2.32it/s]
Epoch 0: |          | 8550/? [1:01:22<00:00,  2.32it/s]
Epoch 0: |          | 8550/? [1:01:22<00:00,  2.32it/s]
Epoch 0: |          | 8551/? [1:01:22<00:00,  2.32it/s]
Epoch 0: |          | 8551/? [1:01:22<00:00,  2.32it/s]
Epoch 0: |          | 8552/? [1:01:23<00:00,  2.32it/s]
Epoch 0: |          | 8552/? [1:01:23<00:00,  2.32it/s]
Epoch 0: |          | 8553/? [1:01:23<00:00,  2.32it/s]
Epoch 0: |          | 8553/? [1:01:23<00:00,  2.32it/s]
Epoch 0: |          | 8554/? [1:01:23<00:00,  2.32it/s]
Epoch 0: |          | 8554/? [1:01:23<00:00,  2.32it/s]
Epoch 0: |          | 8555/? [1:01:24<00:00,  2.32it/s]
Epoch 0: |          | 8555/? [1:01:24<00:00,  2.32it/s]
Epoch 0: |          | 8556/? [1:01:24<00:00,  2.32it/s]
Epoch 0: |          | 8556/? [1:01:24<00:00,  2.32it/s]
Epoch 0: |          | 8557/? [1:01:24<00:00,  2.32it/s]
Epoch 0: |          | 8557/? [1:01:24<00:00,  2.32it/s]
Epoch 0: |          | 8558/? [1:01:25<00:00,  2.32it/s]
Epoch 0: |          | 8558/? [1:01:25<00:00,  2.32it/s]
Epoch 0: |          | 8559/? [1:01:25<00:00,  2.32it/s]
Epoch 0: |          | 8559/? [1:01:25<00:00,  2.32it/s]
Epoch 0: |          | 8560/? [1:01:25<00:00,  2.32it/s]
Epoch 0: |          | 8560/? [1:01:25<00:00,  2.32it/s]
Epoch 0: |          | 8561/? [1:01:26<00:00,  2.32it/s]
Epoch 0: |          | 8561/? [1:01:26<00:00,  2.32it/s]
Epoch 0: |          | 8562/? [1:01:26<00:00,  2.32it/s]
Epoch 0: |          | 8562/? [1:01:26<00:00,  2.32it/s]
Epoch 0: |          | 8563/? [1:01:26<00:00,  2.32it/s]
Epoch 0: |          | 8563/? [1:01:26<00:00,  2.32it/s]
Epoch 0: |          | 8564/? [1:01:26<00:00,  2.32it/s]
Epoch 0: |          | 8564/? [1:01:26<00:00,  2.32it/s]
Epoch 0: |          | 8565/? [1:01:27<00:00,  2.32it/s]
Epoch 0: |          | 8565/? [1:01:27<00:00,  2.32it/s]
Epoch 0: |          | 8566/? [1:01:27<00:00,  2.32it/s]
Epoch 0: |          | 8566/? [1:01:27<00:00,  2.32it/s]
Epoch 0: |          | 8567/? [1:01:28<00:00,  2.32it/s]
Epoch 0: |          | 8567/? [1:01:28<00:00,  2.32it/s]
Epoch 0: |          | 8568/? [1:01:28<00:00,  2.32it/s]
Epoch 0: |          | 8568/? [1:01:28<00:00,  2.32it/s]
Epoch 0: |          | 8569/? [1:01:28<00:00,  2.32it/s]
Epoch 0: |          | 8569/? [1:01:28<00:00,  2.32it/s]
Epoch 0: |          | 8570/? [1:01:28<00:00,  2.32it/s]
Epoch 0: |          | 8570/? [1:01:28<00:00,  2.32it/s]
Epoch 0: |          | 8571/? [1:01:29<00:00,  2.32it/s]
Epoch 0: |          | 8571/? [1:01:29<00:00,  2.32it/s]
Epoch 0: |          | 8572/? [1:01:29<00:00,  2.32it/s]
Epoch 0: |          | 8572/? [1:01:29<00:00,  2.32it/s]
Epoch 0: |          | 8573/? [1:01:29<00:00,  2.32it/s]
Epoch 0: |          | 8573/? [1:01:29<00:00,  2.32it/s]
Epoch 0: |          | 8574/? [1:01:30<00:00,  2.32it/s]
Epoch 0: |          | 8574/? [1:01:30<00:00,  2.32it/s]
Epoch 0: |          | 8575/? [1:01:30<00:00,  2.32it/s]
Epoch 0: |          | 8575/? [1:01:30<00:00,  2.32it/s]
Epoch 0: |          | 8576/? [1:01:30<00:00,  2.32it/s]
Epoch 0: |          | 8576/? [1:01:30<00:00,  2.32it/s]
Epoch 0: |          | 8577/? [1:01:31<00:00,  2.32it/s]
Epoch 0: |          | 8577/? [1:01:31<00:00,  2.32it/s]
Epoch 0: |          | 8578/? [1:01:31<00:00,  2.32it/s]
Epoch 0: |          | 8578/? [1:01:31<00:00,  2.32it/s]
Epoch 0: |          | 8579/? [1:01:32<00:00,  2.32it/s]
Epoch 0: |          | 8579/? [1:01:32<00:00,  2.32it/s]
Epoch 0: |          | 8580/? [1:01:32<00:00,  2.32it/s]
Epoch 0: |          | 8580/? [1:01:32<00:00,  2.32it/s]
Epoch 0: |          | 8581/? [1:01:32<00:00,  2.32it/s]
Epoch 0: |          | 8581/? [1:01:32<00:00,  2.32it/s]
Epoch 0: |          | 8582/? [1:01:33<00:00,  2.32it/s]
Epoch 0: |          | 8582/? [1:01:33<00:00,  2.32it/s]
Epoch 0: |          | 8583/? [1:01:33<00:00,  2.32it/s]
Epoch 0: |          | 8583/? [1:01:33<00:00,  2.32it/s]
Epoch 0: |          | 8584/? [1:01:33<00:00,  2.32it/s]
Epoch 0: |          | 8584/? [1:01:33<00:00,  2.32it/s]
Epoch 0: |          | 8585/? [1:01:34<00:00,  2.32it/s]
Epoch 0: |          | 8585/? [1:01:34<00:00,  2.32it/s]
Epoch 0: |          | 8586/? [1:01:34<00:00,  2.32it/s]
Epoch 0: |          | 8586/? [1:01:34<00:00,  2.32it/s]
Epoch 0: |          | 8587/? [1:01:34<00:00,  2.32it/s]
Epoch 0: |          | 8587/? [1:01:34<00:00,  2.32it/s]
Epoch 0: |          | 8588/? [1:01:35<00:00,  2.32it/s]
Epoch 0: |          | 8588/? [1:01:35<00:00,  2.32it/s]
Epoch 0: |          | 8589/? [1:01:35<00:00,  2.32it/s]
Epoch 0: |          | 8589/? [1:01:35<00:00,  2.32it/s]
Epoch 0: |          | 8590/? [1:01:35<00:00,  2.32it/s]
Epoch 0: |          | 8590/? [1:01:35<00:00,  2.32it/s]
Epoch 0: |          | 8591/? [1:01:36<00:00,  2.32it/s]
Epoch 0: |          | 8591/? [1:01:36<00:00,  2.32it/s]
Epoch 0: |          | 8592/? [1:01:36<00:00,  2.32it/s]
Epoch 0: |          | 8592/? [1:01:36<00:00,  2.32it/s]
Epoch 0: |          | 8593/? [1:01:36<00:00,  2.32it/s]
Epoch 0: |          | 8593/? [1:01:36<00:00,  2.32it/s]
Epoch 0: |          | 8594/? [1:01:37<00:00,  2.32it/s]
Epoch 0: |          | 8594/? [1:01:37<00:00,  2.32it/s]
Epoch 0: |          | 8595/? [1:01:37<00:00,  2.32it/s]
Epoch 0: |          | 8595/? [1:01:37<00:00,  2.32it/s]
Epoch 0: |          | 8596/? [1:01:37<00:00,  2.32it/s]
Epoch 0: |          | 8596/? [1:01:37<00:00,  2.32it/s]
Epoch 0: |          | 8597/? [1:01:37<00:00,  2.32it/s]
Epoch 0: |          | 8597/? [1:01:37<00:00,  2.32it/s]
Epoch 0: |          | 8598/? [1:01:38<00:00,  2.32it/s]
Epoch 0: |          | 8598/? [1:01:38<00:00,  2.32it/s]
Epoch 0: |          | 8599/? [1:01:38<00:00,  2.32it/s]
Epoch 0: |          | 8599/? [1:01:38<00:00,  2.32it/s]
Epoch 0: |          | 8600/? [1:01:38<00:00,  2.32it/s]
Epoch 0: |          | 8600/? [1:01:38<00:00,  2.32it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.96it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.37it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.38it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.17it/s]

Epoch 0: |          | 8600/? [1:01:39<00:00,  2.32it/s]
Epoch 0: |          | 8601/? [1:01:39<00:00,  2.32it/s]
Epoch 0: |          | 8601/? [1:01:39<00:00,  2.32it/s]
Epoch 0: |          | 8602/? [1:01:40<00:00,  2.32it/s]
Epoch 0: |          | 8602/? [1:01:40<00:00,  2.32it/s]
Epoch 0: |          | 8603/? [1:01:40<00:00,  2.32it/s]
Epoch 0: |          | 8603/? [1:01:40<00:00,  2.32it/s]
Epoch 0: |          | 8604/? [1:01:40<00:00,  2.32it/s]
Epoch 0: |          | 8604/? [1:01:40<00:00,  2.32it/s]
Epoch 0: |          | 8605/? [1:01:41<00:00,  2.33it/s]
Epoch 0: |          | 8605/? [1:01:41<00:00,  2.33it/s]
Epoch 0: |          | 8606/? [1:01:41<00:00,  2.33it/s]
Epoch 0: |          | 8606/? [1:01:41<00:00,  2.33it/s]
Epoch 0: |          | 8607/? [1:01:41<00:00,  2.33it/s]
Epoch 0: |          | 8607/? [1:01:41<00:00,  2.33it/s]
Epoch 0: |          | 8608/? [1:01:42<00:00,  2.33it/s]
Epoch 0: |          | 8608/? [1:01:42<00:00,  2.33it/s]
Epoch 0: |          | 8609/? [1:01:42<00:00,  2.33it/s]
Epoch 0: |          | 8609/? [1:01:42<00:00,  2.33it/s]
Epoch 0: |          | 8610/? [1:01:42<00:00,  2.33it/s]
Epoch 0: |          | 8610/? [1:01:42<00:00,  2.33it/s]
Epoch 0: |          | 8611/? [1:01:43<00:00,  2.33it/s]
Epoch 0: |          | 8611/? [1:01:43<00:00,  2.33it/s]
Epoch 0: |          | 8612/? [1:01:43<00:00,  2.33it/s]
Epoch 0: |          | 8612/? [1:01:43<00:00,  2.33it/s]
Epoch 0: |          | 8613/? [1:01:43<00:00,  2.33it/s]
Epoch 0: |          | 8613/? [1:01:43<00:00,  2.33it/s]
Epoch 0: |          | 8614/? [1:01:44<00:00,  2.33it/s]
Epoch 0: |          | 8614/? [1:01:44<00:00,  2.33it/s]
Epoch 0: |          | 8615/? [1:01:44<00:00,  2.33it/s]
Epoch 0: |          | 8615/? [1:01:44<00:00,  2.33it/s]
Epoch 0: |          | 8616/? [1:01:44<00:00,  2.33it/s]
Epoch 0: |          | 8616/? [1:01:44<00:00,  2.33it/s]
Epoch 0: |          | 8617/? [1:01:44<00:00,  2.33it/s]
Epoch 0: |          | 8617/? [1:01:44<00:00,  2.33it/s]
Epoch 0: |          | 8618/? [1:01:45<00:00,  2.33it/s]
Epoch 0: |          | 8618/? [1:01:45<00:00,  2.33it/s]
Epoch 0: |          | 8619/? [1:01:45<00:00,  2.33it/s]
Epoch 0: |          | 8619/? [1:01:45<00:00,  2.33it/s]
Epoch 0: |          | 8620/? [1:01:45<00:00,  2.33it/s]
Epoch 0: |          | 8620/? [1:01:45<00:00,  2.33it/s]
Epoch 0: |          | 8621/? [1:01:46<00:00,  2.33it/s]
Epoch 0: |          | 8621/? [1:01:46<00:00,  2.33it/s]
Epoch 0: |          | 8622/? [1:01:46<00:00,  2.33it/s]
Epoch 0: |          | 8622/? [1:01:46<00:00,  2.33it/s]
Epoch 0: |          | 8623/? [1:01:46<00:00,  2.33it/s]
Epoch 0: |          | 8623/? [1:01:46<00:00,  2.33it/s]
Epoch 0: |          | 8624/? [1:01:47<00:00,  2.33it/s]
Epoch 0: |          | 8624/? [1:01:47<00:00,  2.33it/s]
Epoch 0: |          | 8625/? [1:01:47<00:00,  2.33it/s]
Epoch 0: |          | 8625/? [1:01:47<00:00,  2.33it/s]
Epoch 0: |          | 8626/? [1:01:47<00:00,  2.33it/s]
Epoch 0: |          | 8626/? [1:01:47<00:00,  2.33it/s]
Epoch 0: |          | 8627/? [1:01:48<00:00,  2.33it/s]
Epoch 0: |          | 8627/? [1:01:48<00:00,  2.33it/s]
Epoch 0: |          | 8628/? [1:01:48<00:00,  2.33it/s]
Epoch 0: |          | 8628/? [1:01:48<00:00,  2.33it/s]
Epoch 0: |          | 8629/? [1:01:48<00:00,  2.33it/s]
Epoch 0: |          | 8629/? [1:01:48<00:00,  2.33it/s]
Epoch 0: |          | 8630/? [1:01:49<00:00,  2.33it/s]
Epoch 0: |          | 8630/? [1:01:49<00:00,  2.33it/s]
Epoch 0: |          | 8631/? [1:01:49<00:00,  2.33it/s]
Epoch 0: |          | 8631/? [1:01:49<00:00,  2.33it/s]
Epoch 0: |          | 8632/? [1:01:49<00:00,  2.33it/s]
Epoch 0: |          | 8632/? [1:01:49<00:00,  2.33it/s]
Epoch 0: |          | 8633/? [1:01:50<00:00,  2.33it/s]
Epoch 0: |          | 8633/? [1:01:50<00:00,  2.33it/s]
Epoch 0: |          | 8634/? [1:01:50<00:00,  2.33it/s]
Epoch 0: |          | 8634/? [1:01:50<00:00,  2.33it/s]
Epoch 0: |          | 8635/? [1:01:50<00:00,  2.33it/s]
Epoch 0: |          | 8635/? [1:01:50<00:00,  2.33it/s]
Epoch 0: |          | 8636/? [1:01:51<00:00,  2.33it/s]
Epoch 0: |          | 8636/? [1:01:51<00:00,  2.33it/s]
Epoch 0: |          | 8637/? [1:01:51<00:00,  2.33it/s]
Epoch 0: |          | 8637/? [1:01:51<00:00,  2.33it/s]
Epoch 0: |          | 8638/? [1:01:51<00:00,  2.33it/s]
Epoch 0: |          | 8638/? [1:01:51<00:00,  2.33it/s]
Epoch 0: |          | 8639/? [1:01:52<00:00,  2.33it/s]
Epoch 0: |          | 8639/? [1:01:52<00:00,  2.33it/s]
Epoch 0: |          | 8640/? [1:01:52<00:00,  2.33it/s]
Epoch 0: |          | 8640/? [1:01:52<00:00,  2.33it/s]
Epoch 0: |          | 8641/? [1:01:52<00:00,  2.33it/s]
Epoch 0: |          | 8641/? [1:01:52<00:00,  2.33it/s]
Epoch 0: |          | 8642/? [1:01:53<00:00,  2.33it/s]
Epoch 0: |          | 8642/? [1:01:53<00:00,  2.33it/s]
Epoch 0: |          | 8643/? [1:01:53<00:00,  2.33it/s]
Epoch 0: |          | 8643/? [1:01:53<00:00,  2.33it/s]
Epoch 0: |          | 8644/? [1:01:53<00:00,  2.33it/s]
Epoch 0: |          | 8644/? [1:01:53<00:00,  2.33it/s]
Epoch 0: |          | 8645/? [1:01:54<00:00,  2.33it/s]
Epoch 0: |          | 8645/? [1:01:54<00:00,  2.33it/s]
Epoch 0: |          | 8646/? [1:01:54<00:00,  2.33it/s]
Epoch 0: |          | 8646/? [1:01:54<00:00,  2.33it/s]
Epoch 0: |          | 8647/? [1:01:54<00:00,  2.33it/s]
Epoch 0: |          | 8647/? [1:01:54<00:00,  2.33it/s]
Epoch 0: |          | 8648/? [1:01:55<00:00,  2.33it/s]
Epoch 0: |          | 8648/? [1:01:55<00:00,  2.33it/s]
Epoch 0: |          | 8649/? [1:01:55<00:00,  2.33it/s]
Epoch 0: |          | 8649/? [1:01:55<00:00,  2.33it/s]
Epoch 0: |          | 8650/? [1:01:55<00:00,  2.33it/s]
Epoch 0: |          | 8650/? [1:01:55<00:00,  2.33it/s]
Epoch 0: |          | 8651/? [1:01:56<00:00,  2.33it/s]
Epoch 0: |          | 8651/? [1:01:56<00:00,  2.33it/s]
Epoch 0: |          | 8652/? [1:01:56<00:00,  2.33it/s]
Epoch 0: |          | 8652/? [1:01:56<00:00,  2.33it/s]
Epoch 0: |          | 8653/? [1:01:56<00:00,  2.33it/s]
Epoch 0: |          | 8653/? [1:01:56<00:00,  2.33it/s]
Epoch 0: |          | 8654/? [1:01:57<00:00,  2.33it/s]
Epoch 0: |          | 8654/? [1:01:57<00:00,  2.33it/s]
Epoch 0: |          | 8655/? [1:01:57<00:00,  2.33it/s]
Epoch 0: |          | 8655/? [1:01:57<00:00,  2.33it/s]
Epoch 0: |          | 8656/? [1:01:57<00:00,  2.33it/s]
Epoch 0: |          | 8656/? [1:01:57<00:00,  2.33it/s]
Epoch 0: |          | 8657/? [1:01:58<00:00,  2.33it/s]
Epoch 0: |          | 8657/? [1:01:58<00:00,  2.33it/s]
Epoch 0: |          | 8658/? [1:01:58<00:00,  2.33it/s]
Epoch 0: |          | 8658/? [1:01:58<00:00,  2.33it/s]
Epoch 0: |          | 8659/? [1:01:58<00:00,  2.33it/s]
Epoch 0: |          | 8659/? [1:01:58<00:00,  2.33it/s]
Epoch 0: |          | 8660/? [1:01:59<00:00,  2.33it/s]
Epoch 0: |          | 8660/? [1:01:59<00:00,  2.33it/s]
Epoch 0: |          | 8661/? [1:01:59<00:00,  2.33it/s]
Epoch 0: |          | 8661/? [1:01:59<00:00,  2.33it/s]
Epoch 0: |          | 8662/? [1:01:59<00:00,  2.33it/s]
Epoch 0: |          | 8662/? [1:01:59<00:00,  2.33it/s]
Epoch 0: |          | 8663/? [1:02:00<00:00,  2.33it/s]
Epoch 0: |          | 8663/? [1:02:00<00:00,  2.33it/s]
Epoch 0: |          | 8664/? [1:02:00<00:00,  2.33it/s]
Epoch 0: |          | 8664/? [1:02:00<00:00,  2.33it/s]
Epoch 0: |          | 8665/? [1:02:00<00:00,  2.33it/s]
Epoch 0: |          | 8665/? [1:02:00<00:00,  2.33it/s]
Epoch 0: |          | 8666/? [1:02:01<00:00,  2.33it/s]
Epoch 0: |          | 8666/? [1:02:01<00:00,  2.33it/s]
Epoch 0: |          | 8667/? [1:02:01<00:00,  2.33it/s]
Epoch 0: |          | 8667/? [1:02:01<00:00,  2.33it/s]
Epoch 0: |          | 8668/? [1:02:01<00:00,  2.33it/s]
Epoch 0: |          | 8668/? [1:02:01<00:00,  2.33it/s]
Epoch 0: |          | 8669/? [1:02:02<00:00,  2.33it/s]
Epoch 0: |          | 8669/? [1:02:02<00:00,  2.33it/s]
Epoch 0: |          | 8670/? [1:02:02<00:00,  2.33it/s]
Epoch 0: |          | 8670/? [1:02:02<00:00,  2.33it/s]
Epoch 0: |          | 8671/? [1:02:02<00:00,  2.33it/s]
Epoch 0: |          | 8671/? [1:02:02<00:00,  2.33it/s]
Epoch 0: |          | 8672/? [1:02:03<00:00,  2.33it/s]
Epoch 0: |          | 8672/? [1:02:03<00:00,  2.33it/s]
Epoch 0: |          | 8673/? [1:02:03<00:00,  2.33it/s]
Epoch 0: |          | 8673/? [1:02:03<00:00,  2.33it/s]
Epoch 0: |          | 8674/? [1:02:03<00:00,  2.33it/s]
Epoch 0: |          | 8674/? [1:02:03<00:00,  2.33it/s]
Epoch 0: |          | 8675/? [1:02:04<00:00,  2.33it/s]
Epoch 0: |          | 8675/? [1:02:04<00:00,  2.33it/s]
Epoch 0: |          | 8676/? [1:02:04<00:00,  2.33it/s]
Epoch 0: |          | 8676/? [1:02:04<00:00,  2.33it/s]
Epoch 0: |          | 8677/? [1:02:04<00:00,  2.33it/s]
Epoch 0: |          | 8677/? [1:02:04<00:00,  2.33it/s]
Epoch 0: |          | 8678/? [1:02:05<00:00,  2.33it/s]
Epoch 0: |          | 8678/? [1:02:05<00:00,  2.33it/s]
Epoch 0: |          | 8679/? [1:02:05<00:00,  2.33it/s]
Epoch 0: |          | 8679/? [1:02:05<00:00,  2.33it/s]
Epoch 0: |          | 8680/? [1:02:05<00:00,  2.33it/s]
Epoch 0: |          | 8680/? [1:02:05<00:00,  2.33it/s]
Epoch 0: |          | 8681/? [1:02:06<00:00,  2.33it/s]
Epoch 0: |          | 8681/? [1:02:06<00:00,  2.33it/s]
Epoch 0: |          | 8682/? [1:02:06<00:00,  2.33it/s]
Epoch 0: |          | 8682/? [1:02:06<00:00,  2.33it/s]
Epoch 0: |          | 8683/? [1:02:06<00:00,  2.33it/s]
Epoch 0: |          | 8683/? [1:02:06<00:00,  2.33it/s]
Epoch 0: |          | 8684/? [1:02:07<00:00,  2.33it/s]
Epoch 0: |          | 8684/? [1:02:07<00:00,  2.33it/s]
Epoch 0: |          | 8685/? [1:02:07<00:00,  2.33it/s]
Epoch 0: |          | 8685/? [1:02:07<00:00,  2.33it/s]
Epoch 0: |          | 8686/? [1:02:07<00:00,  2.33it/s]
Epoch 0: |          | 8686/? [1:02:07<00:00,  2.33it/s]
Epoch 0: |          | 8687/? [1:02:07<00:00,  2.33it/s]
Epoch 0: |          | 8687/? [1:02:07<00:00,  2.33it/s]
Epoch 0: |          | 8688/? [1:02:08<00:00,  2.33it/s]
Epoch 0: |          | 8688/? [1:02:08<00:00,  2.33it/s]
Epoch 0: |          | 8689/? [1:02:08<00:00,  2.33it/s]
Epoch 0: |          | 8689/? [1:02:08<00:00,  2.33it/s]
Epoch 0: |          | 8690/? [1:02:08<00:00,  2.33it/s]
Epoch 0: |          | 8690/? [1:02:08<00:00,  2.33it/s]
Epoch 0: |          | 8691/? [1:02:09<00:00,  2.33it/s]
Epoch 0: |          | 8691/? [1:02:09<00:00,  2.33it/s]
Epoch 0: |          | 8692/? [1:02:09<00:00,  2.33it/s]
Epoch 0: |          | 8692/? [1:02:09<00:00,  2.33it/s]
Epoch 0: |          | 8693/? [1:02:09<00:00,  2.33it/s]
Epoch 0: |          | 8693/? [1:02:09<00:00,  2.33it/s]
Epoch 0: |          | 8694/? [1:02:10<00:00,  2.33it/s]
Epoch 0: |          | 8694/? [1:02:10<00:00,  2.33it/s]
Epoch 0: |          | 8695/? [1:02:10<00:00,  2.33it/s]
Epoch 0: |          | 8695/? [1:02:10<00:00,  2.33it/s]
Epoch 0: |          | 8696/? [1:02:10<00:00,  2.33it/s]
Epoch 0: |          | 8696/? [1:02:10<00:00,  2.33it/s]
Epoch 0: |          | 8697/? [1:02:11<00:00,  2.33it/s]
Epoch 0: |          | 8697/? [1:02:11<00:00,  2.33it/s]
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Epoch 0: |          | 8711/? [1:02:15<00:00,  2.33it/s]
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Epoch 0: |          | 8712/? [1:02:16<00:00,  2.33it/s]
Epoch 0: |          | 8712/? [1:02:16<00:00,  2.33it/s]
Epoch 0: |          | 8713/? [1:02:16<00:00,  2.33it/s]
Epoch 0: |          | 8713/? [1:02:16<00:00,  2.33it/s]
Epoch 0: |          | 8714/? [1:02:16<00:00,  2.33it/s]
Epoch 0: |          | 8714/? [1:02:16<00:00,  2.33it/s]
Epoch 0: |          | 8715/? [1:02:17<00:00,  2.33it/s]
Epoch 0: |          | 8715/? [1:02:17<00:00,  2.33it/s]
Epoch 0: |          | 8716/? [1:02:17<00:00,  2.33it/s]
Epoch 0: |          | 8716/? [1:02:17<00:00,  2.33it/s]
Epoch 0: |          | 8717/? [1:02:17<00:00,  2.33it/s]
Epoch 0: |          | 8717/? [1:02:17<00:00,  2.33it/s]
Epoch 0: |          | 8718/? [1:02:18<00:00,  2.33it/s]
Epoch 0: |          | 8718/? [1:02:18<00:00,  2.33it/s]
Epoch 0: |          | 8719/? [1:02:18<00:00,  2.33it/s]
Epoch 0: |          | 8719/? [1:02:18<00:00,  2.33it/s]
Epoch 0: |          | 8720/? [1:02:19<00:00,  2.33it/s]
Epoch 0: |          | 8720/? [1:02:19<00:00,  2.33it/s]
Epoch 0: |          | 8721/? [1:02:19<00:00,  2.33it/s]
Epoch 0: |          | 8721/? [1:02:19<00:00,  2.33it/s]
Epoch 0: |          | 8722/? [1:02:19<00:00,  2.33it/s]
Epoch 0: |          | 8722/? [1:02:19<00:00,  2.33it/s]
Epoch 0: |          | 8723/? [1:02:20<00:00,  2.33it/s]
Epoch 0: |          | 8723/? [1:02:20<00:00,  2.33it/s]
Epoch 0: |          | 8724/? [1:02:20<00:00,  2.33it/s]
Epoch 0: |          | 8724/? [1:02:20<00:00,  2.33it/s]
Epoch 0: |          | 8725/? [1:02:20<00:00,  2.33it/s]
Epoch 0: |          | 8725/? [1:02:20<00:00,  2.33it/s]
Epoch 0: |          | 8726/? [1:02:21<00:00,  2.33it/s]
Epoch 0: |          | 8726/? [1:02:21<00:00,  2.33it/s]
Epoch 0: |          | 8727/? [1:02:21<00:00,  2.33it/s]
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Epoch 0: |          | 8728/? [1:02:21<00:00,  2.33it/s]
Epoch 0: |          | 8728/? [1:02:21<00:00,  2.33it/s]
Epoch 0: |          | 8729/? [1:02:22<00:00,  2.33it/s]
Epoch 0: |          | 8729/? [1:02:22<00:00,  2.33it/s]
Epoch 0: |          | 8730/? [1:02:22<00:00,  2.33it/s]
Epoch 0: |          | 8730/? [1:02:22<00:00,  2.33it/s]
Epoch 0: |          | 8731/? [1:02:22<00:00,  2.33it/s]
Epoch 0: |          | 8731/? [1:02:22<00:00,  2.33it/s]
Epoch 0: |          | 8732/? [1:02:22<00:00,  2.33it/s]
Epoch 0: |          | 8732/? [1:02:22<00:00,  2.33it/s]
Epoch 0: |          | 8733/? [1:02:23<00:00,  2.33it/s]
Epoch 0: |          | 8733/? [1:02:23<00:00,  2.33it/s]
Epoch 0: |          | 8734/? [1:02:23<00:00,  2.33it/s]
Epoch 0: |          | 8734/? [1:02:23<00:00,  2.33it/s]
Epoch 0: |          | 8735/? [1:02:23<00:00,  2.33it/s]
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Epoch 0: |          | 8736/? [1:02:24<00:00,  2.33it/s]
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Epoch 0: |          | 8737/? [1:02:24<00:00,  2.33it/s]
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Epoch 0: |          | 8738/? [1:02:25<00:00,  2.33it/s]
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Epoch 0: |          | 8739/? [1:02:25<00:00,  2.33it/s]
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Epoch 0: |          | 8740/? [1:02:25<00:00,  2.33it/s]
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Epoch 0: |          | 8741/? [1:02:25<00:00,  2.33it/s]
Epoch 0: |          | 8741/? [1:02:25<00:00,  2.33it/s]
Epoch 0: |          | 8742/? [1:02:26<00:00,  2.33it/s]
Epoch 0: |          | 8742/? [1:02:26<00:00,  2.33it/s]
Epoch 0: |          | 8743/? [1:02:26<00:00,  2.33it/s]
Epoch 0: |          | 8743/? [1:02:26<00:00,  2.33it/s]
Epoch 0: |          | 8744/? [1:02:26<00:00,  2.33it/s]
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Epoch 0: |          | 8745/? [1:02:27<00:00,  2.33it/s]
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Epoch 0: |          | 8746/? [1:02:27<00:00,  2.33it/s]
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Epoch 0: |          | 8747/? [1:02:28<00:00,  2.33it/s]
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Epoch 0: |          | 8748/? [1:02:28<00:00,  2.33it/s]
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Epoch 0: |          | 8749/? [1:02:28<00:00,  2.33it/s]
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Epoch 0: |          | 8750/? [1:02:28<00:00,  2.33it/s]
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Epoch 0: |          | 8751/? [1:02:29<00:00,  2.33it/s]
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Epoch 0: |          | 8752/? [1:02:29<00:00,  2.33it/s]
Epoch 0: |          | 8752/? [1:02:29<00:00,  2.33it/s]
Epoch 0: |          | 8753/? [1:02:29<00:00,  2.33it/s]
Epoch 0: |          | 8753/? [1:02:29<00:00,  2.33it/s]
Epoch 0: |          | 8754/? [1:02:30<00:00,  2.33it/s]
Epoch 0: |          | 8754/? [1:02:30<00:00,  2.33it/s]
Epoch 0: |          | 8755/? [1:02:30<00:00,  2.33it/s]
Epoch 0: |          | 8755/? [1:02:30<00:00,  2.33it/s]
Epoch 0: |          | 8756/? [1:02:31<00:00,  2.33it/s]
Epoch 0: |          | 8756/? [1:02:31<00:00,  2.33it/s]
Epoch 0: |          | 8757/? [1:02:31<00:00,  2.33it/s]
Epoch 0: |          | 8757/? [1:02:31<00:00,  2.33it/s]
Epoch 0: |          | 8758/? [1:02:31<00:00,  2.33it/s]
Epoch 0: |          | 8758/? [1:02:31<00:00,  2.33it/s]
Epoch 0: |          | 8759/? [1:02:31<00:00,  2.33it/s]
Epoch 0: |          | 8759/? [1:02:31<00:00,  2.33it/s]
Epoch 0: |          | 8760/? [1:02:32<00:00,  2.33it/s]
Epoch 0: |          | 8760/? [1:02:32<00:00,  2.33it/s]
Epoch 0: |          | 8761/? [1:02:32<00:00,  2.33it/s]
Epoch 0: |          | 8761/? [1:02:32<00:00,  2.33it/s]
Epoch 0: |          | 8762/? [1:02:32<00:00,  2.33it/s]
Epoch 0: |          | 8762/? [1:02:32<00:00,  2.33it/s]
Epoch 0: |          | 8763/? [1:02:33<00:00,  2.33it/s]
Epoch 0: |          | 8763/? [1:02:33<00:00,  2.33it/s]
Epoch 0: |          | 8764/? [1:02:33<00:00,  2.33it/s]
Epoch 0: |          | 8764/? [1:02:33<00:00,  2.33it/s]
Epoch 0: |          | 8765/? [1:02:33<00:00,  2.33it/s]
Epoch 0: |          | 8765/? [1:02:33<00:00,  2.33it/s]
Epoch 0: |          | 8766/? [1:02:34<00:00,  2.33it/s]
Epoch 0: |          | 8766/? [1:02:34<00:00,  2.33it/s]
Epoch 0: |          | 8767/? [1:02:34<00:00,  2.33it/s]
Epoch 0: |          | 8767/? [1:02:34<00:00,  2.33it/s]
Epoch 0: |          | 8768/? [1:02:34<00:00,  2.34it/s]
Epoch 0: |          | 8768/? [1:02:34<00:00,  2.34it/s]
Epoch 0: |          | 8769/? [1:02:35<00:00,  2.34it/s]
Epoch 0: |          | 8769/? [1:02:35<00:00,  2.34it/s]
Epoch 0: |          | 8770/? [1:02:35<00:00,  2.34it/s]
Epoch 0: |          | 8770/? [1:02:35<00:00,  2.34it/s]
Epoch 0: |          | 8771/? [1:02:35<00:00,  2.34it/s]
Epoch 0: |          | 8771/? [1:02:35<00:00,  2.34it/s]
Epoch 0: |          | 8772/? [1:02:36<00:00,  2.34it/s]
Epoch 0: |          | 8772/? [1:02:36<00:00,  2.34it/s]
Epoch 0: |          | 8773/? [1:02:36<00:00,  2.34it/s]
Epoch 0: |          | 8773/? [1:02:36<00:00,  2.34it/s]
Epoch 0: |          | 8774/? [1:02:36<00:00,  2.34it/s]
Epoch 0: |          | 8774/? [1:02:36<00:00,  2.34it/s]
Epoch 0: |          | 8775/? [1:02:37<00:00,  2.34it/s]
Epoch 0: |          | 8775/? [1:02:37<00:00,  2.34it/s]
Epoch 0: |          | 8776/? [1:02:37<00:00,  2.34it/s]
Epoch 0: |          | 8776/? [1:02:37<00:00,  2.34it/s]
Epoch 0: |          | 8777/? [1:02:37<00:00,  2.34it/s]
Epoch 0: |          | 8777/? [1:02:37<00:00,  2.34it/s]
Epoch 0: |          | 8778/? [1:02:38<00:00,  2.34it/s]
Epoch 0: |          | 8778/? [1:02:38<00:00,  2.34it/s]
Epoch 0: |          | 8779/? [1:02:38<00:00,  2.34it/s]
Epoch 0: |          | 8779/? [1:02:38<00:00,  2.34it/s]
Epoch 0: |          | 8780/? [1:02:38<00:00,  2.34it/s]
Epoch 0: |          | 8780/? [1:02:38<00:00,  2.34it/s]
Epoch 0: |          | 8781/? [1:02:39<00:00,  2.34it/s]
Epoch 0: |          | 8781/? [1:02:39<00:00,  2.34it/s]
Epoch 0: |          | 8782/? [1:02:39<00:00,  2.34it/s]
Epoch 0: |          | 8782/? [1:02:39<00:00,  2.34it/s]
Epoch 0: |          | 8783/? [1:02:39<00:00,  2.34it/s]
Epoch 0: |          | 8783/? [1:02:39<00:00,  2.34it/s]
Epoch 0: |          | 8784/? [1:02:40<00:00,  2.34it/s]
Epoch 0: |          | 8784/? [1:02:40<00:00,  2.34it/s]
Epoch 0: |          | 8785/? [1:02:40<00:00,  2.34it/s]
Epoch 0: |          | 8785/? [1:02:40<00:00,  2.34it/s]
Epoch 0: |          | 8786/? [1:02:40<00:00,  2.34it/s]
Epoch 0: |          | 8786/? [1:02:40<00:00,  2.34it/s]
Epoch 0: |          | 8787/? [1:02:41<00:00,  2.34it/s]
Epoch 0: |          | 8787/? [1:02:41<00:00,  2.34it/s]
Epoch 0: |          | 8788/? [1:02:41<00:00,  2.34it/s]
Epoch 0: |          | 8788/? [1:02:41<00:00,  2.34it/s]
Epoch 0: |          | 8789/? [1:02:41<00:00,  2.34it/s]
Epoch 0: |          | 8789/? [1:02:41<00:00,  2.34it/s]
Epoch 0: |          | 8790/? [1:02:42<00:00,  2.34it/s]
Epoch 0: |          | 8790/? [1:02:42<00:00,  2.34it/s]
Epoch 0: |          | 8791/? [1:02:42<00:00,  2.34it/s]
Epoch 0: |          | 8791/? [1:02:42<00:00,  2.34it/s]
Epoch 0: |          | 8792/? [1:02:42<00:00,  2.34it/s]
Epoch 0: |          | 8792/? [1:02:42<00:00,  2.34it/s]
Epoch 0: |          | 8793/? [1:02:43<00:00,  2.34it/s]
Epoch 0: |          | 8793/? [1:02:43<00:00,  2.34it/s]
Epoch 0: |          | 8794/? [1:02:43<00:00,  2.34it/s]
Epoch 0: |          | 8794/? [1:02:43<00:00,  2.34it/s]
Epoch 0: |          | 8795/? [1:02:43<00:00,  2.34it/s]
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Epoch 0: |          | 8796/? [1:02:44<00:00,  2.34it/s]
Epoch 0: |          | 8796/? [1:02:44<00:00,  2.34it/s]
Epoch 0: |          | 8797/? [1:02:44<00:00,  2.34it/s]
Epoch 0: |          | 8797/? [1:02:44<00:00,  2.34it/s]
Epoch 0: |          | 8798/? [1:02:44<00:00,  2.34it/s]
Epoch 0: |          | 8798/? [1:02:44<00:00,  2.34it/s]
Epoch 0: |          | 8799/? [1:02:45<00:00,  2.34it/s]
Epoch 0: |          | 8799/? [1:02:45<00:00,  2.34it/s]
Epoch 0: |          | 8800/? [1:02:45<00:00,  2.34it/s]
Epoch 0: |          | 8800/? [1:02:45<00:00,  2.34it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.24it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.69it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.47it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.48it/s]

Epoch 0: |          | 8800/? [1:02:45<00:00,  2.34it/s]
Epoch 0: |          | 8801/? [1:02:46<00:00,  2.34it/s]
Epoch 0: |          | 8801/? [1:02:46<00:00,  2.34it/s]
Epoch 0: |          | 8802/? [1:02:46<00:00,  2.34it/s]
Epoch 0: |          | 8802/? [1:02:46<00:00,  2.34it/s]
Epoch 0: |          | 8803/? [1:02:46<00:00,  2.34it/s]
Epoch 0: |          | 8803/? [1:02:46<00:00,  2.34it/s]
Epoch 0: |          | 8804/? [1:02:47<00:00,  2.34it/s]
Epoch 0: |          | 8804/? [1:02:47<00:00,  2.34it/s]
Epoch 0: |          | 8805/? [1:02:47<00:00,  2.34it/s]
Epoch 0: |          | 8805/? [1:02:47<00:00,  2.34it/s]
Epoch 0: |          | 8806/? [1:02:48<00:00,  2.34it/s]
Epoch 0: |          | 8806/? [1:02:48<00:00,  2.34it/s]
Epoch 0: |          | 8807/? [1:02:48<00:00,  2.34it/s]
Epoch 0: |          | 8807/? [1:02:48<00:00,  2.34it/s]
Epoch 0: |          | 8808/? [1:02:48<00:00,  2.34it/s]
Epoch 0: |          | 8808/? [1:02:48<00:00,  2.34it/s]
Epoch 0: |          | 8809/? [1:02:49<00:00,  2.34it/s]
Epoch 0: |          | 8809/? [1:02:49<00:00,  2.34it/s]
Epoch 0: |          | 8810/? [1:02:49<00:00,  2.34it/s]
Epoch 0: |          | 8810/? [1:02:49<00:00,  2.34it/s]
Epoch 0: |          | 8811/? [1:02:49<00:00,  2.34it/s]
Epoch 0: |          | 8811/? [1:02:49<00:00,  2.34it/s]
Epoch 0: |          | 8812/? [1:02:49<00:00,  2.34it/s]
Epoch 0: |          | 8812/? [1:02:49<00:00,  2.34it/s]
Epoch 0: |          | 8813/? [1:02:50<00:00,  2.34it/s]
Epoch 0: |          | 8813/? [1:02:50<00:00,  2.34it/s]
Epoch 0: |          | 8814/? [1:02:50<00:00,  2.34it/s]
Epoch 0: |          | 8814/? [1:02:50<00:00,  2.34it/s]
Epoch 0: |          | 8815/? [1:02:51<00:00,  2.34it/s]
Epoch 0: |          | 8815/? [1:02:51<00:00,  2.34it/s]
Epoch 0: |          | 8816/? [1:02:51<00:00,  2.34it/s]
Epoch 0: |          | 8816/? [1:02:51<00:00,  2.34it/s]
Epoch 0: |          | 8817/? [1:02:51<00:00,  2.34it/s]
Epoch 0: |          | 8817/? [1:02:51<00:00,  2.34it/s]
Epoch 0: |          | 8818/? [1:02:52<00:00,  2.34it/s]
Epoch 0: |          | 8818/? [1:02:52<00:00,  2.34it/s]
Epoch 0: |          | 8819/? [1:02:52<00:00,  2.34it/s]
Epoch 0: |          | 8819/? [1:02:52<00:00,  2.34it/s]
Epoch 0: |          | 8820/? [1:02:52<00:00,  2.34it/s]
Epoch 0: |          | 8820/? [1:02:52<00:00,  2.34it/s]
Epoch 0: |          | 8821/? [1:02:53<00:00,  2.34it/s]
Epoch 0: |          | 8821/? [1:02:53<00:00,  2.34it/s]
Epoch 0: |          | 8822/? [1:02:53<00:00,  2.34it/s]
Epoch 0: |          | 8822/? [1:02:53<00:00,  2.34it/s]
Epoch 0: |          | 8823/? [1:02:53<00:00,  2.34it/s]
Epoch 0: |          | 8823/? [1:02:53<00:00,  2.34it/s]
Epoch 0: |          | 8824/? [1:02:54<00:00,  2.34it/s]
Epoch 0: |          | 8824/? [1:02:54<00:00,  2.34it/s]
Epoch 0: |          | 8825/? [1:02:54<00:00,  2.34it/s]
Epoch 0: |          | 8825/? [1:02:54<00:00,  2.34it/s]
Epoch 0: |          | 8826/? [1:02:54<00:00,  2.34it/s]
Epoch 0: |          | 8826/? [1:02:54<00:00,  2.34it/s]
Epoch 0: |          | 8827/? [1:02:55<00:00,  2.34it/s]
Epoch 0: |          | 8827/? [1:02:55<00:00,  2.34it/s]
Epoch 0: |          | 8828/? [1:02:55<00:00,  2.34it/s]
Epoch 0: |          | 8828/? [1:02:55<00:00,  2.34it/s]
Epoch 0: |          | 8829/? [1:02:55<00:00,  2.34it/s]
Epoch 0: |          | 8829/? [1:02:55<00:00,  2.34it/s]
Epoch 0: |          | 8830/? [1:02:56<00:00,  2.34it/s]
Epoch 0: |          | 8830/? [1:02:56<00:00,  2.34it/s]
Epoch 0: |          | 8831/? [1:02:56<00:00,  2.34it/s]
Epoch 0: |          | 8831/? [1:02:56<00:00,  2.34it/s]
Epoch 0: |          | 8832/? [1:02:56<00:00,  2.34it/s]
Epoch 0: |          | 8832/? [1:02:56<00:00,  2.34it/s]
Epoch 0: |          | 8833/? [1:02:57<00:00,  2.34it/s]
Epoch 0: |          | 8833/? [1:02:57<00:00,  2.34it/s]
Epoch 0: |          | 8834/? [1:02:57<00:00,  2.34it/s]
Epoch 0: |          | 8834/? [1:02:57<00:00,  2.34it/s]
Epoch 0: |          | 8835/? [1:02:57<00:00,  2.34it/s]
Epoch 0: |          | 8835/? [1:02:57<00:00,  2.34it/s]
Epoch 0: |          | 8836/? [1:02:58<00:00,  2.34it/s]
Epoch 0: |          | 8836/? [1:02:58<00:00,  2.34it/s]
Epoch 0: |          | 8837/? [1:02:58<00:00,  2.34it/s]
Epoch 0: |          | 8837/? [1:02:58<00:00,  2.34it/s]
Epoch 0: |          | 8838/? [1:02:58<00:00,  2.34it/s]
Epoch 0: |          | 8838/? [1:02:58<00:00,  2.34it/s]
Epoch 0: |          | 8839/? [1:02:59<00:00,  2.34it/s]
Epoch 0: |          | 8839/? [1:02:59<00:00,  2.34it/s]
Epoch 0: |          | 8840/? [1:02:59<00:00,  2.34it/s]
Epoch 0: |          | 8840/? [1:02:59<00:00,  2.34it/s]
Epoch 0: |          | 8841/? [1:02:59<00:00,  2.34it/s]
Epoch 0: |          | 8841/? [1:02:59<00:00,  2.34it/s]
Epoch 0: |          | 8842/? [1:03:00<00:00,  2.34it/s]
Epoch 0: |          | 8842/? [1:03:00<00:00,  2.34it/s]
Epoch 0: |          | 8843/? [1:03:00<00:00,  2.34it/s]
Epoch 0: |          | 8843/? [1:03:00<00:00,  2.34it/s]
Epoch 0: |          | 8844/? [1:03:00<00:00,  2.34it/s]
Epoch 0: |          | 8844/? [1:03:00<00:00,  2.34it/s]
Epoch 0: |          | 8845/? [1:03:01<00:00,  2.34it/s]
Epoch 0: |          | 8845/? [1:03:01<00:00,  2.34it/s]
Epoch 0: |          | 8846/? [1:03:01<00:00,  2.34it/s]
Epoch 0: |          | 8846/? [1:03:01<00:00,  2.34it/s]
Epoch 0: |          | 8847/? [1:03:01<00:00,  2.34it/s]
Epoch 0: |          | 8847/? [1:03:01<00:00,  2.34it/s]
Epoch 0: |          | 8848/? [1:03:02<00:00,  2.34it/s]
Epoch 0: |          | 8848/? [1:03:02<00:00,  2.34it/s]
Epoch 0: |          | 8849/? [1:03:02<00:00,  2.34it/s]
Epoch 0: |          | 8849/? [1:03:02<00:00,  2.34it/s]
Epoch 0: |          | 8850/? [1:03:02<00:00,  2.34it/s]
Epoch 0: |          | 8850/? [1:03:02<00:00,  2.34it/s]
Epoch 0: |          | 8851/? [1:03:02<00:00,  2.34it/s]
Epoch 0: |          | 8851/? [1:03:02<00:00,  2.34it/s]
Epoch 0: |          | 8852/? [1:03:03<00:00,  2.34it/s]
Epoch 0: |          | 8852/? [1:03:03<00:00,  2.34it/s]
Epoch 0: |          | 8853/? [1:03:03<00:00,  2.34it/s]
Epoch 0: |          | 8853/? [1:03:03<00:00,  2.34it/s]
Epoch 0: |          | 8854/? [1:03:03<00:00,  2.34it/s]
Epoch 0: |          | 8854/? [1:03:03<00:00,  2.34it/s]
Epoch 0: |          | 8855/? [1:03:04<00:00,  2.34it/s]
Epoch 0: |          | 8855/? [1:03:04<00:00,  2.34it/s]
Epoch 0: |          | 8856/? [1:03:04<00:00,  2.34it/s]
Epoch 0: |          | 8856/? [1:03:04<00:00,  2.34it/s]
Epoch 0: |          | 8857/? [1:03:04<00:00,  2.34it/s]
Epoch 0: |          | 8857/? [1:03:04<00:00,  2.34it/s]
Epoch 0: |          | 8858/? [1:03:05<00:00,  2.34it/s]
Epoch 0: |          | 8858/? [1:03:05<00:00,  2.34it/s]
Epoch 0: |          | 8859/? [1:03:05<00:00,  2.34it/s]
Epoch 0: |          | 8859/? [1:03:05<00:00,  2.34it/s]
Epoch 0: |          | 8860/? [1:03:05<00:00,  2.34it/s]
Epoch 0: |          | 8860/? [1:03:05<00:00,  2.34it/s]
Epoch 0: |          | 8861/? [1:03:06<00:00,  2.34it/s]
Epoch 0: |          | 8861/? [1:03:06<00:00,  2.34it/s]
Epoch 0: |          | 8862/? [1:03:06<00:00,  2.34it/s]
Epoch 0: |          | 8862/? [1:03:06<00:00,  2.34it/s]
Epoch 0: |          | 8863/? [1:03:06<00:00,  2.34it/s]
Epoch 0: |          | 8863/? [1:03:06<00:00,  2.34it/s]
Epoch 0: |          | 8864/? [1:03:07<00:00,  2.34it/s]
Epoch 0: |          | 8864/? [1:03:07<00:00,  2.34it/s]
Epoch 0: |          | 8865/? [1:03:07<00:00,  2.34it/s]
Epoch 0: |          | 8865/? [1:03:07<00:00,  2.34it/s]
Epoch 0: |          | 8866/? [1:03:07<00:00,  2.34it/s]
Epoch 0: |          | 8866/? [1:03:07<00:00,  2.34it/s]
Epoch 0: |          | 8867/? [1:03:08<00:00,  2.34it/s]
Epoch 0: |          | 8867/? [1:03:08<00:00,  2.34it/s]
Epoch 0: |          | 8868/? [1:03:08<00:00,  2.34it/s]
Epoch 0: |          | 8868/? [1:03:08<00:00,  2.34it/s]
Epoch 0: |          | 8869/? [1:03:08<00:00,  2.34it/s]
Epoch 0: |          | 8869/? [1:03:08<00:00,  2.34it/s]
Epoch 0: |          | 8870/? [1:03:09<00:00,  2.34it/s]
Epoch 0: |          | 8870/? [1:03:09<00:00,  2.34it/s]
Epoch 0: |          | 8871/? [1:03:09<00:00,  2.34it/s]
Epoch 0: |          | 8871/? [1:03:09<00:00,  2.34it/s]
Epoch 0: |          | 8872/? [1:03:09<00:00,  2.34it/s]
Epoch 0: |          | 8872/? [1:03:09<00:00,  2.34it/s]
Epoch 0: |          | 8873/? [1:03:10<00:00,  2.34it/s]
Epoch 0: |          | 8873/? [1:03:10<00:00,  2.34it/s]
Epoch 0: |          | 8874/? [1:03:10<00:00,  2.34it/s]
Epoch 0: |          | 8874/? [1:03:10<00:00,  2.34it/s]
Epoch 0: |          | 8875/? [1:03:10<00:00,  2.34it/s]
Epoch 0: |          | 8875/? [1:03:10<00:00,  2.34it/s]
Epoch 0: |          | 8876/? [1:03:11<00:00,  2.34it/s]
Epoch 0: |          | 8876/? [1:03:11<00:00,  2.34it/s]
Epoch 0: |          | 8877/? [1:03:11<00:00,  2.34it/s]
Epoch 0: |          | 8877/? [1:03:11<00:00,  2.34it/s]
Epoch 0: |          | 8878/? [1:03:11<00:00,  2.34it/s]
Epoch 0: |          | 8878/? [1:03:11<00:00,  2.34it/s]
Epoch 0: |          | 8879/? [1:03:12<00:00,  2.34it/s]
Epoch 0: |          | 8879/? [1:03:12<00:00,  2.34it/s]
Epoch 0: |          | 8880/? [1:03:12<00:00,  2.34it/s]
Epoch 0: |          | 8880/? [1:03:12<00:00,  2.34it/s]
Epoch 0: |          | 8881/? [1:03:12<00:00,  2.34it/s]
Epoch 0: |          | 8881/? [1:03:12<00:00,  2.34it/s]
Epoch 0: |          | 8882/? [1:03:13<00:00,  2.34it/s]
Epoch 0: |          | 8882/? [1:03:13<00:00,  2.34it/s]
Epoch 0: |          | 8883/? [1:03:13<00:00,  2.34it/s]
Epoch 0: |          | 8883/? [1:03:13<00:00,  2.34it/s]
Epoch 0: |          | 8884/? [1:03:13<00:00,  2.34it/s]
Epoch 0: |          | 8884/? [1:03:13<00:00,  2.34it/s]
Epoch 0: |          | 8885/? [1:03:14<00:00,  2.34it/s]
Epoch 0: |          | 8885/? [1:03:14<00:00,  2.34it/s]
Epoch 0: |          | 8886/? [1:03:14<00:00,  2.34it/s]
Epoch 0: |          | 8886/? [1:03:14<00:00,  2.34it/s]
Epoch 0: |          | 8887/? [1:03:14<00:00,  2.34it/s]
Epoch 0: |          | 8887/? [1:03:14<00:00,  2.34it/s]
Epoch 0: |          | 8888/? [1:03:15<00:00,  2.34it/s]
Epoch 0: |          | 8888/? [1:03:15<00:00,  2.34it/s]
Epoch 0: |          | 8889/? [1:03:15<00:00,  2.34it/s]
Epoch 0: |          | 8889/? [1:03:15<00:00,  2.34it/s]
Epoch 0: |          | 8890/? [1:03:15<00:00,  2.34it/s]
Epoch 0: |          | 8890/? [1:03:15<00:00,  2.34it/s]
Epoch 0: |          | 8891/? [1:03:16<00:00,  2.34it/s]
Epoch 0: |          | 8891/? [1:03:16<00:00,  2.34it/s]
Epoch 0: |          | 8892/? [1:03:16<00:00,  2.34it/s]
Epoch 0: |          | 8892/? [1:03:16<00:00,  2.34it/s]
Epoch 0: |          | 8893/? [1:03:16<00:00,  2.34it/s]
Epoch 0: |          | 8893/? [1:03:16<00:00,  2.34it/s]
Epoch 0: |          | 8894/? [1:03:17<00:00,  2.34it/s]
Epoch 0: |          | 8894/? [1:03:17<00:00,  2.34it/s]
Epoch 0: |          | 8895/? [1:03:17<00:00,  2.34it/s]
Epoch 0: |          | 8895/? [1:03:17<00:00,  2.34it/s]
Epoch 0: |          | 8896/? [1:03:17<00:00,  2.34it/s]
Epoch 0: |          | 8896/? [1:03:17<00:00,  2.34it/s]
Epoch 0: |          | 8897/? [1:03:18<00:00,  2.34it/s]
Epoch 0: |          | 8897/? [1:03:18<00:00,  2.34it/s]
Epoch 0: |          | 8898/? [1:03:18<00:00,  2.34it/s]
Epoch 0: |          | 8898/? [1:03:18<00:00,  2.34it/s]
Epoch 0: |          | 8899/? [1:03:18<00:00,  2.34it/s]
Epoch 0: |          | 8899/? [1:03:18<00:00,  2.34it/s]
Epoch 0: |          | 8900/? [1:03:19<00:00,  2.34it/s]
Epoch 0: |          | 8900/? [1:03:19<00:00,  2.34it/s]
Epoch 0: |          | 8901/? [1:03:19<00:00,  2.34it/s]
Epoch 0: |          | 8901/? [1:03:19<00:00,  2.34it/s]
Epoch 0: |          | 8902/? [1:03:19<00:00,  2.34it/s]
Epoch 0: |          | 8902/? [1:03:19<00:00,  2.34it/s]
Epoch 0: |          | 8903/? [1:03:20<00:00,  2.34it/s]
Epoch 0: |          | 8903/? [1:03:20<00:00,  2.34it/s]
Epoch 0: |          | 8904/? [1:03:20<00:00,  2.34it/s]
Epoch 0: |          | 8904/? [1:03:20<00:00,  2.34it/s]
Epoch 0: |          | 8905/? [1:03:20<00:00,  2.34it/s]
Epoch 0: |          | 8905/? [1:03:20<00:00,  2.34it/s]
Epoch 0: |          | 8906/? [1:03:21<00:00,  2.34it/s]
Epoch 0: |          | 8906/? [1:03:21<00:00,  2.34it/s]
Epoch 0: |          | 8907/? [1:03:21<00:00,  2.34it/s]
Epoch 0: |          | 8907/? [1:03:21<00:00,  2.34it/s]
Epoch 0: |          | 8908/? [1:03:21<00:00,  2.34it/s]
Epoch 0: |          | 8908/? [1:03:21<00:00,  2.34it/s]
Epoch 0: |          | 8909/? [1:03:22<00:00,  2.34it/s]
Epoch 0: |          | 8909/? [1:03:22<00:00,  2.34it/s]
Epoch 0: |          | 8910/? [1:03:22<00:00,  2.34it/s]
Epoch 0: |          | 8910/? [1:03:22<00:00,  2.34it/s]
Epoch 0: |          | 8911/? [1:03:22<00:00,  2.34it/s]
Epoch 0: |          | 8911/? [1:03:22<00:00,  2.34it/s]
Epoch 0: |          | 8912/? [1:03:23<00:00,  2.34it/s]
Epoch 0: |          | 8912/? [1:03:23<00:00,  2.34it/s]
Epoch 0: |          | 8913/? [1:03:23<00:00,  2.34it/s]
Epoch 0: |          | 8913/? [1:03:23<00:00,  2.34it/s]
Epoch 0: |          | 8914/? [1:03:23<00:00,  2.34it/s]
Epoch 0: |          | 8914/? [1:03:23<00:00,  2.34it/s]
Epoch 0: |          | 8915/? [1:03:24<00:00,  2.34it/s]
Epoch 0: |          | 8915/? [1:03:24<00:00,  2.34it/s]
Epoch 0: |          | 8916/? [1:03:24<00:00,  2.34it/s]
Epoch 0: |          | 8916/? [1:03:24<00:00,  2.34it/s]
Epoch 0: |          | 8917/? [1:03:24<00:00,  2.34it/s]
Epoch 0: |          | 8917/? [1:03:24<00:00,  2.34it/s]
Epoch 0: |          | 8918/? [1:03:25<00:00,  2.34it/s]
Epoch 0: |          | 8918/? [1:03:25<00:00,  2.34it/s]
Epoch 0: |          | 8919/? [1:03:25<00:00,  2.34it/s]
Epoch 0: |          | 8919/? [1:03:25<00:00,  2.34it/s]
Epoch 0: |          | 8920/? [1:03:25<00:00,  2.34it/s]
Epoch 0: |          | 8920/? [1:03:25<00:00,  2.34it/s]
Epoch 0: |          | 8921/? [1:03:26<00:00,  2.34it/s]
Epoch 0: |          | 8921/? [1:03:26<00:00,  2.34it/s]
Epoch 0: |          | 8922/? [1:03:26<00:00,  2.34it/s]
Epoch 0: |          | 8922/? [1:03:26<00:00,  2.34it/s]
Epoch 0: |          | 8923/? [1:03:26<00:00,  2.34it/s]
Epoch 0: |          | 8923/? [1:03:26<00:00,  2.34it/s]
Epoch 0: |          | 8924/? [1:03:27<00:00,  2.34it/s]
Epoch 0: |          | 8924/? [1:03:27<00:00,  2.34it/s]
Epoch 0: |          | 8925/? [1:03:27<00:00,  2.34it/s]
Epoch 0: |          | 8925/? [1:03:27<00:00,  2.34it/s]
Epoch 0: |          | 8926/? [1:03:27<00:00,  2.34it/s]
Epoch 0: |          | 8926/? [1:03:27<00:00,  2.34it/s]
Epoch 0: |          | 8927/? [1:03:28<00:00,  2.34it/s]
Epoch 0: |          | 8927/? [1:03:28<00:00,  2.34it/s]
Epoch 0: |          | 8928/? [1:03:28<00:00,  2.34it/s]
Epoch 0: |          | 8928/? [1:03:28<00:00,  2.34it/s]
Epoch 0: |          | 8929/? [1:03:28<00:00,  2.34it/s]
Epoch 0: |          | 8929/? [1:03:28<00:00,  2.34it/s]
Epoch 0: |          | 8930/? [1:03:29<00:00,  2.34it/s]
Epoch 0: |          | 8930/? [1:03:29<00:00,  2.34it/s]
Epoch 0: |          | 8931/? [1:03:29<00:00,  2.34it/s]
Epoch 0: |          | 8931/? [1:03:29<00:00,  2.34it/s]
Epoch 0: |          | 8932/? [1:03:29<00:00,  2.34it/s]
Epoch 0: |          | 8932/? [1:03:29<00:00,  2.34it/s]
Epoch 0: |          | 8933/? [1:03:30<00:00,  2.34it/s]
Epoch 0: |          | 8933/? [1:03:30<00:00,  2.34it/s]
Epoch 0: |          | 8934/? [1:03:30<00:00,  2.34it/s]
Epoch 0: |          | 8934/? [1:03:30<00:00,  2.34it/s]
Epoch 0: |          | 8935/? [1:03:30<00:00,  2.34it/s]
Epoch 0: |          | 8935/? [1:03:30<00:00,  2.34it/s]
Epoch 0: |          | 8936/? [1:03:31<00:00,  2.34it/s]
Epoch 0: |          | 8936/? [1:03:31<00:00,  2.34it/s]
Epoch 0: |          | 8937/? [1:03:31<00:00,  2.34it/s]
Epoch 0: |          | 8937/? [1:03:31<00:00,  2.34it/s]
Epoch 0: |          | 8938/? [1:03:31<00:00,  2.34it/s]
Epoch 0: |          | 8938/? [1:03:31<00:00,  2.34it/s]
Epoch 0: |          | 8939/? [1:03:32<00:00,  2.34it/s]
Epoch 0: |          | 8939/? [1:03:32<00:00,  2.34it/s]
Epoch 0: |          | 8940/? [1:03:32<00:00,  2.34it/s]
Epoch 0: |          | 8940/? [1:03:32<00:00,  2.34it/s]
Epoch 0: |          | 8941/? [1:03:32<00:00,  2.35it/s]
Epoch 0: |          | 8941/? [1:03:32<00:00,  2.35it/s]
Epoch 0: |          | 8942/? [1:03:33<00:00,  2.35it/s]
Epoch 0: |          | 8942/? [1:03:33<00:00,  2.35it/s]
Epoch 0: |          | 8943/? [1:03:33<00:00,  2.35it/s]
Epoch 0: |          | 8943/? [1:03:33<00:00,  2.35it/s]
Epoch 0: |          | 8944/? [1:03:33<00:00,  2.35it/s]
Epoch 0: |          | 8944/? [1:03:33<00:00,  2.35it/s]
Epoch 0: |          | 8945/? [1:03:34<00:00,  2.35it/s]
Epoch 0: |          | 8945/? [1:03:34<00:00,  2.35it/s]
Epoch 0: |          | 8946/? [1:03:34<00:00,  2.35it/s]
Epoch 0: |          | 8946/? [1:03:34<00:00,  2.35it/s]
Epoch 0: |          | 8947/? [1:03:34<00:00,  2.35it/s]
Epoch 0: |          | 8947/? [1:03:34<00:00,  2.35it/s]
Epoch 0: |          | 8948/? [1:03:35<00:00,  2.35it/s]
Epoch 0: |          | 8948/? [1:03:35<00:00,  2.35it/s]
Epoch 0: |          | 8949/? [1:03:35<00:00,  2.35it/s]
Epoch 0: |          | 8949/? [1:03:35<00:00,  2.35it/s]
Epoch 0: |          | 8950/? [1:03:35<00:00,  2.35it/s]
Epoch 0: |          | 8950/? [1:03:35<00:00,  2.35it/s]
Epoch 0: |          | 8951/? [1:03:35<00:00,  2.35it/s]
Epoch 0: |          | 8951/? [1:03:35<00:00,  2.35it/s]
Epoch 0: |          | 8952/? [1:03:36<00:00,  2.35it/s]
Epoch 0: |          | 8952/? [1:03:36<00:00,  2.35it/s]
Epoch 0: |          | 8953/? [1:03:36<00:00,  2.35it/s]
Epoch 0: |          | 8953/? [1:03:36<00:00,  2.35it/s]
Epoch 0: |          | 8954/? [1:03:37<00:00,  2.35it/s]
Epoch 0: |          | 8954/? [1:03:37<00:00,  2.35it/s]
Epoch 0: |          | 8955/? [1:03:37<00:00,  2.35it/s]
Epoch 0: |          | 8955/? [1:03:37<00:00,  2.35it/s]
Epoch 0: |          | 8956/? [1:03:37<00:00,  2.35it/s]
Epoch 0: |          | 8956/? [1:03:37<00:00,  2.35it/s]
Epoch 0: |          | 8957/? [1:03:38<00:00,  2.35it/s]
Epoch 0: |          | 8957/? [1:03:38<00:00,  2.35it/s]
Epoch 0: |          | 8958/? [1:03:38<00:00,  2.35it/s]
Epoch 0: |          | 8958/? [1:03:38<00:00,  2.35it/s]
Epoch 0: |          | 8959/? [1:03:38<00:00,  2.35it/s]
Epoch 0: |          | 8959/? [1:03:38<00:00,  2.35it/s]
Epoch 0: |          | 8960/? [1:03:39<00:00,  2.35it/s]
Epoch 0: |          | 8960/? [1:03:39<00:00,  2.35it/s]
Epoch 0: |          | 8961/? [1:03:39<00:00,  2.35it/s]
Epoch 0: |          | 8961/? [1:03:39<00:00,  2.35it/s]
Epoch 0: |          | 8962/? [1:03:39<00:00,  2.35it/s]
Epoch 0: |          | 8962/? [1:03:39<00:00,  2.35it/s]
Epoch 0: |          | 8963/? [1:03:40<00:00,  2.35it/s]
Epoch 0: |          | 8963/? [1:03:40<00:00,  2.35it/s]
Epoch 0: |          | 8964/? [1:03:40<00:00,  2.35it/s]
Epoch 0: |          | 8964/? [1:03:40<00:00,  2.35it/s]
Epoch 0: |          | 8965/? [1:03:40<00:00,  2.35it/s]
Epoch 0: |          | 8965/? [1:03:40<00:00,  2.35it/s]
Epoch 0: |          | 8966/? [1:03:41<00:00,  2.35it/s]
Epoch 0: |          | 8966/? [1:03:41<00:00,  2.35it/s]
Epoch 0: |          | 8967/? [1:03:41<00:00,  2.35it/s]
Epoch 0: |          | 8967/? [1:03:41<00:00,  2.35it/s]
Epoch 0: |          | 8968/? [1:03:41<00:00,  2.35it/s]
Epoch 0: |          | 8968/? [1:03:41<00:00,  2.35it/s]
Epoch 0: |          | 8969/? [1:03:41<00:00,  2.35it/s]
Epoch 0: |          | 8969/? [1:03:41<00:00,  2.35it/s]
Epoch 0: |          | 8970/? [1:03:42<00:00,  2.35it/s]
Epoch 0: |          | 8970/? [1:03:42<00:00,  2.35it/s]
Epoch 0: |          | 8971/? [1:03:42<00:00,  2.35it/s]
Epoch 0: |          | 8971/? [1:03:42<00:00,  2.35it/s]
Epoch 0: |          | 8972/? [1:03:42<00:00,  2.35it/s]
Epoch 0: |          | 8972/? [1:03:42<00:00,  2.35it/s]
Epoch 0: |          | 8973/? [1:03:43<00:00,  2.35it/s]
Epoch 0: |          | 8973/? [1:03:43<00:00,  2.35it/s]
Epoch 0: |          | 8974/? [1:03:43<00:00,  2.35it/s]
Epoch 0: |          | 8974/? [1:03:43<00:00,  2.35it/s]
Epoch 0: |          | 8975/? [1:03:43<00:00,  2.35it/s]
Epoch 0: |          | 8975/? [1:03:43<00:00,  2.35it/s]
Epoch 0: |          | 8976/? [1:03:44<00:00,  2.35it/s]
Epoch 0: |          | 8976/? [1:03:44<00:00,  2.35it/s]
Epoch 0: |          | 8977/? [1:03:44<00:00,  2.35it/s]
Epoch 0: |          | 8977/? [1:03:44<00:00,  2.35it/s]
Epoch 0: |          | 8978/? [1:03:44<00:00,  2.35it/s]
Epoch 0: |          | 8978/? [1:03:44<00:00,  2.35it/s]
Epoch 0: |          | 8979/? [1:03:45<00:00,  2.35it/s]
Epoch 0: |          | 8979/? [1:03:45<00:00,  2.35it/s]
Epoch 0: |          | 8980/? [1:03:45<00:00,  2.35it/s]
Epoch 0: |          | 8980/? [1:03:45<00:00,  2.35it/s]
Epoch 0: |          | 8981/? [1:03:45<00:00,  2.35it/s]
Epoch 0: |          | 8981/? [1:03:45<00:00,  2.35it/s]
Epoch 0: |          | 8982/? [1:03:46<00:00,  2.35it/s]
Epoch 0: |          | 8982/? [1:03:46<00:00,  2.35it/s]
Epoch 0: |          | 8983/? [1:03:46<00:00,  2.35it/s]
Epoch 0: |          | 8983/? [1:03:46<00:00,  2.35it/s]
Epoch 0: |          | 8984/? [1:03:46<00:00,  2.35it/s]
Epoch 0: |          | 8984/? [1:03:46<00:00,  2.35it/s]
Epoch 0: |          | 8985/? [1:03:47<00:00,  2.35it/s]
Epoch 0: |          | 8985/? [1:03:47<00:00,  2.35it/s]
Epoch 0: |          | 8986/? [1:03:47<00:00,  2.35it/s]
Epoch 0: |          | 8986/? [1:03:47<00:00,  2.35it/s]
Epoch 0: |          | 8987/? [1:03:47<00:00,  2.35it/s]
Epoch 0: |          | 8987/? [1:03:47<00:00,  2.35it/s]
Epoch 0: |          | 8988/? [1:03:48<00:00,  2.35it/s]
Epoch 0: |          | 8988/? [1:03:48<00:00,  2.35it/s]
Epoch 0: |          | 8989/? [1:03:48<00:00,  2.35it/s]
Epoch 0: |          | 8989/? [1:03:48<00:00,  2.35it/s]
Epoch 0: |          | 8990/? [1:03:48<00:00,  2.35it/s]
Epoch 0: |          | 8990/? [1:03:48<00:00,  2.35it/s]
Epoch 0: |          | 8991/? [1:03:49<00:00,  2.35it/s]
Epoch 0: |          | 8991/? [1:03:49<00:00,  2.35it/s]
Epoch 0: |          | 8992/? [1:03:49<00:00,  2.35it/s]
Epoch 0: |          | 8992/? [1:03:49<00:00,  2.35it/s]
Epoch 0: |          | 8993/? [1:03:49<00:00,  2.35it/s]
Epoch 0: |          | 8993/? [1:03:49<00:00,  2.35it/s]
Epoch 0: |          | 8994/? [1:03:50<00:00,  2.35it/s]
Epoch 0: |          | 8994/? [1:03:50<00:00,  2.35it/s]
Epoch 0: |          | 8995/? [1:03:50<00:00,  2.35it/s]
Epoch 0: |          | 8995/? [1:03:50<00:00,  2.35it/s]
Epoch 0: |          | 8996/? [1:03:50<00:00,  2.35it/s]
Epoch 0: |          | 8996/? [1:03:50<00:00,  2.35it/s]
Epoch 0: |          | 8997/? [1:03:51<00:00,  2.35it/s]
Epoch 0: |          | 8997/? [1:03:51<00:00,  2.35it/s]
Epoch 0: |          | 8998/? [1:03:51<00:00,  2.35it/s]
Epoch 0: |          | 8998/? [1:03:51<00:00,  2.35it/s]
Epoch 0: |          | 8999/? [1:03:51<00:00,  2.35it/s]
Epoch 0: |          | 8999/? [1:03:51<00:00,  2.35it/s]
Epoch 0: |          | 9000/? [1:03:52<00:00,  2.35it/s]
Epoch 0: |          | 9000/? [1:03:52<00:00,  2.35it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.53it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.89it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.55it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.60it/s]

Epoch 0: |          | 9000/? [1:03:52<00:00,  2.35it/s]
Epoch 0: |          | 9001/? [1:03:52<00:00,  2.35it/s]
Epoch 0: |          | 9001/? [1:03:52<00:00,  2.35it/s]
Epoch 0: |          | 9002/? [1:03:53<00:00,  2.35it/s]
Epoch 0: |          | 9002/? [1:03:53<00:00,  2.35it/s]
Epoch 0: |          | 9003/? [1:03:53<00:00,  2.35it/s]
Epoch 0: |          | 9003/? [1:03:53<00:00,  2.35it/s]
Epoch 0: |          | 9004/? [1:03:53<00:00,  2.35it/s]
Epoch 0: |          | 9004/? [1:03:53<00:00,  2.35it/s]
Epoch 0: |          | 9005/? [1:03:54<00:00,  2.35it/s]
Epoch 0: |          | 9005/? [1:03:54<00:00,  2.35it/s]
Epoch 0: |          | 9006/? [1:03:54<00:00,  2.35it/s]
Epoch 0: |          | 9006/? [1:03:54<00:00,  2.35it/s]
Epoch 0: |          | 9007/? [1:03:54<00:00,  2.35it/s]
Epoch 0: |          | 9007/? [1:03:54<00:00,  2.35it/s]
Epoch 0: |          | 9008/? [1:03:55<00:00,  2.35it/s]
Epoch 0: |          | 9008/? [1:03:55<00:00,  2.35it/s]
Epoch 0: |          | 9009/? [1:03:55<00:00,  2.35it/s]
Epoch 0: |          | 9009/? [1:03:55<00:00,  2.35it/s]
Epoch 0: |          | 9010/? [1:03:55<00:00,  2.35it/s]
Epoch 0: |          | 9010/? [1:03:55<00:00,  2.35it/s]
Epoch 0: |          | 9011/? [1:03:56<00:00,  2.35it/s]
Epoch 0: |          | 9011/? [1:03:56<00:00,  2.35it/s]
Epoch 0: |          | 9012/? [1:03:56<00:00,  2.35it/s]
Epoch 0: |          | 9012/? [1:03:56<00:00,  2.35it/s]
Epoch 0: |          | 9013/? [1:03:56<00:00,  2.35it/s]
Epoch 0: |          | 9013/? [1:03:56<00:00,  2.35it/s]
Epoch 0: |          | 9014/? [1:03:57<00:00,  2.35it/s]
Epoch 0: |          | 9014/? [1:03:57<00:00,  2.35it/s]
Epoch 0: |          | 9015/? [1:03:57<00:00,  2.35it/s]
Epoch 0: |          | 9015/? [1:03:57<00:00,  2.35it/s]
Epoch 0: |          | 9016/? [1:03:57<00:00,  2.35it/s]
Epoch 0: |          | 9016/? [1:03:57<00:00,  2.35it/s]
Epoch 0: |          | 9017/? [1:03:58<00:00,  2.35it/s]
Epoch 0: |          | 9017/? [1:03:58<00:00,  2.35it/s]
Epoch 0: |          | 9018/? [1:03:58<00:00,  2.35it/s]
Epoch 0: |          | 9018/? [1:03:58<00:00,  2.35it/s]
Epoch 0: |          | 9019/? [1:03:58<00:00,  2.35it/s]
Epoch 0: |          | 9019/? [1:03:58<00:00,  2.35it/s]
Epoch 0: |          | 9020/? [1:03:59<00:00,  2.35it/s]
Epoch 0: |          | 9020/? [1:03:59<00:00,  2.35it/s]
Epoch 0: |          | 9021/? [1:03:59<00:00,  2.35it/s]
Epoch 0: |          | 9021/? [1:03:59<00:00,  2.35it/s]
Epoch 0: |          | 9022/? [1:03:59<00:00,  2.35it/s]
Epoch 0: |          | 9022/? [1:03:59<00:00,  2.35it/s]
Epoch 0: |          | 9023/? [1:04:00<00:00,  2.35it/s]
Epoch 0: |          | 9023/? [1:04:00<00:00,  2.35it/s]
Epoch 0: |          | 9024/? [1:04:00<00:00,  2.35it/s]
Epoch 0: |          | 9024/? [1:04:00<00:00,  2.35it/s]
Epoch 0: |          | 9025/? [1:04:00<00:00,  2.35it/s]
Epoch 0: |          | 9025/? [1:04:00<00:00,  2.35it/s]
Epoch 0: |          | 9026/? [1:04:01<00:00,  2.35it/s]
Epoch 0: |          | 9026/? [1:04:01<00:00,  2.35it/s]
Epoch 0: |          | 9027/? [1:04:01<00:00,  2.35it/s]
Epoch 0: |          | 9027/? [1:04:01<00:00,  2.35it/s]
Epoch 0: |          | 9028/? [1:04:01<00:00,  2.35it/s]
Epoch 0: |          | 9028/? [1:04:01<00:00,  2.35it/s]
Epoch 0: |          | 9029/? [1:04:02<00:00,  2.35it/s]
Epoch 0: |          | 9029/? [1:04:02<00:00,  2.35it/s]
Epoch 0: |          | 9030/? [1:04:02<00:00,  2.35it/s]
Epoch 0: |          | 9030/? [1:04:02<00:00,  2.35it/s]
Epoch 0: |          | 9031/? [1:04:02<00:00,  2.35it/s]
Epoch 0: |          | 9031/? [1:04:02<00:00,  2.35it/s]
Epoch 0: |          | 9032/? [1:04:03<00:00,  2.35it/s]
Epoch 0: |          | 9032/? [1:04:03<00:00,  2.35it/s]
Epoch 0: |          | 9033/? [1:04:03<00:00,  2.35it/s]
Epoch 0: |          | 9033/? [1:04:03<00:00,  2.35it/s]
Epoch 0: |          | 9034/? [1:04:03<00:00,  2.35it/s]
Epoch 0: |          | 9034/? [1:04:03<00:00,  2.35it/s]
Epoch 0: |          | 9035/? [1:04:04<00:00,  2.35it/s]
Epoch 0: |          | 9035/? [1:04:04<00:00,  2.35it/s]
Epoch 0: |          | 9036/? [1:04:04<00:00,  2.35it/s]
Epoch 0: |          | 9036/? [1:04:04<00:00,  2.35it/s]
Epoch 0: |          | 9037/? [1:04:04<00:00,  2.35it/s]
Epoch 0: |          | 9037/? [1:04:04<00:00,  2.35it/s]
Epoch 0: |          | 9038/? [1:04:04<00:00,  2.35it/s]
Epoch 0: |          | 9038/? [1:04:04<00:00,  2.35it/s]
Epoch 0: |          | 9039/? [1:04:05<00:00,  2.35it/s]
Epoch 0: |          | 9039/? [1:04:05<00:00,  2.35it/s]
Epoch 0: |          | 9040/? [1:04:05<00:00,  2.35it/s]
Epoch 0: |          | 9040/? [1:04:05<00:00,  2.35it/s]
Epoch 0: |          | 9041/? [1:04:05<00:00,  2.35it/s]
Epoch 0: |          | 9041/? [1:04:05<00:00,  2.35it/s]
Epoch 0: |          | 9042/? [1:04:06<00:00,  2.35it/s]
Epoch 0: |          | 9042/? [1:04:06<00:00,  2.35it/s]
Epoch 0: |          | 9043/? [1:04:06<00:00,  2.35it/s]
Epoch 0: |          | 9043/? [1:04:06<00:00,  2.35it/s]
Epoch 0: |          | 9044/? [1:04:06<00:00,  2.35it/s]
Epoch 0: |          | 9044/? [1:04:06<00:00,  2.35it/s]
Epoch 0: |          | 9045/? [1:04:07<00:00,  2.35it/s]
Epoch 0: |          | 9045/? [1:04:07<00:00,  2.35it/s]
Epoch 0: |          | 9046/? [1:04:07<00:00,  2.35it/s]
Epoch 0: |          | 9046/? [1:04:07<00:00,  2.35it/s]
Epoch 0: |          | 9047/? [1:04:07<00:00,  2.35it/s]
Epoch 0: |          | 9047/? [1:04:07<00:00,  2.35it/s]
Epoch 0: |          | 9048/? [1:04:08<00:00,  2.35it/s]
Epoch 0: |          | 9048/? [1:04:08<00:00,  2.35it/s]
Epoch 0: |          | 9049/? [1:04:08<00:00,  2.35it/s]
Epoch 0: |          | 9049/? [1:04:08<00:00,  2.35it/s]
Epoch 0: |          | 9050/? [1:04:08<00:00,  2.35it/s]
Epoch 0: |          | 9050/? [1:04:08<00:00,  2.35it/s]
Epoch 0: |          | 9051/? [1:04:09<00:00,  2.35it/s]
Epoch 0: |          | 9051/? [1:04:09<00:00,  2.35it/s]
Epoch 0: |          | 9052/? [1:04:09<00:00,  2.35it/s]
Epoch 0: |          | 9052/? [1:04:09<00:00,  2.35it/s]
Epoch 0: |          | 9053/? [1:04:09<00:00,  2.35it/s]
Epoch 0: |          | 9053/? [1:04:09<00:00,  2.35it/s]
Epoch 0: |          | 9054/? [1:04:10<00:00,  2.35it/s]
Epoch 0: |          | 9054/? [1:04:10<00:00,  2.35it/s]
Epoch 0: |          | 9055/? [1:04:10<00:00,  2.35it/s]
Epoch 0: |          | 9055/? [1:04:10<00:00,  2.35it/s]
Epoch 0: |          | 9056/? [1:04:10<00:00,  2.35it/s]
Epoch 0: |          | 9056/? [1:04:10<00:00,  2.35it/s]
Epoch 0: |          | 9057/? [1:04:11<00:00,  2.35it/s]
Epoch 0: |          | 9057/? [1:04:11<00:00,  2.35it/s]
Epoch 0: |          | 9058/? [1:04:11<00:00,  2.35it/s]
Epoch 0: |          | 9058/? [1:04:11<00:00,  2.35it/s]
Epoch 0: |          | 9059/? [1:04:11<00:00,  2.35it/s]
Epoch 0: |          | 9059/? [1:04:11<00:00,  2.35it/s]
Epoch 0: |          | 9060/? [1:04:12<00:00,  2.35it/s]
Epoch 0: |          | 9060/? [1:04:12<00:00,  2.35it/s]
Epoch 0: |          | 9061/? [1:04:12<00:00,  2.35it/s]
Epoch 0: |          | 9061/? [1:04:12<00:00,  2.35it/s]
Epoch 0: |          | 9062/? [1:04:12<00:00,  2.35it/s]
Epoch 0: |          | 9062/? [1:04:12<00:00,  2.35it/s]
Epoch 0: |          | 9063/? [1:04:13<00:00,  2.35it/s]
Epoch 0: |          | 9063/? [1:04:13<00:00,  2.35it/s]
Epoch 0: |          | 9064/? [1:04:13<00:00,  2.35it/s]
Epoch 0: |          | 9064/? [1:04:13<00:00,  2.35it/s]
Epoch 0: |          | 9065/? [1:04:13<00:00,  2.35it/s]
Epoch 0: |          | 9065/? [1:04:13<00:00,  2.35it/s]
Epoch 0: |          | 9066/? [1:04:14<00:00,  2.35it/s]
Epoch 0: |          | 9066/? [1:04:14<00:00,  2.35it/s]
Epoch 0: |          | 9067/? [1:04:14<00:00,  2.35it/s]
Epoch 0: |          | 9067/? [1:04:14<00:00,  2.35it/s]
Epoch 0: |          | 9068/? [1:04:14<00:00,  2.35it/s]
Epoch 0: |          | 9068/? [1:04:14<00:00,  2.35it/s]
Epoch 0: |          | 9069/? [1:04:15<00:00,  2.35it/s]
Epoch 0: |          | 9069/? [1:04:15<00:00,  2.35it/s]
Epoch 0: |          | 9070/? [1:04:15<00:00,  2.35it/s]
Epoch 0: |          | 9070/? [1:04:15<00:00,  2.35it/s]
Epoch 0: |          | 9071/? [1:04:15<00:00,  2.35it/s]
Epoch 0: |          | 9071/? [1:04:15<00:00,  2.35it/s]
Epoch 0: |          | 9072/? [1:04:16<00:00,  2.35it/s]
Epoch 0: |          | 9072/? [1:04:16<00:00,  2.35it/s]
Epoch 0: |          | 9073/? [1:04:16<00:00,  2.35it/s]
Epoch 0: |          | 9073/? [1:04:16<00:00,  2.35it/s]
Epoch 0: |          | 9074/? [1:04:16<00:00,  2.35it/s]
Epoch 0: |          | 9074/? [1:04:16<00:00,  2.35it/s]
Epoch 0: |          | 9075/? [1:04:17<00:00,  2.35it/s]
Epoch 0: |          | 9075/? [1:04:17<00:00,  2.35it/s]
Epoch 0: |          | 9076/? [1:04:17<00:00,  2.35it/s]
Epoch 0: |          | 9076/? [1:04:17<00:00,  2.35it/s]
Epoch 0: |          | 9077/? [1:04:17<00:00,  2.35it/s]
Epoch 0: |          | 9077/? [1:04:17<00:00,  2.35it/s]
Epoch 0: |          | 9078/? [1:04:18<00:00,  2.35it/s]
Epoch 0: |          | 9078/? [1:04:18<00:00,  2.35it/s]
Epoch 0: |          | 9079/? [1:04:18<00:00,  2.35it/s]
Epoch 0: |          | 9079/? [1:04:18<00:00,  2.35it/s]
Epoch 0: |          | 9080/? [1:04:18<00:00,  2.35it/s]
Epoch 0: |          | 9080/? [1:04:18<00:00,  2.35it/s]
Epoch 0: |          | 9081/? [1:04:19<00:00,  2.35it/s]
Epoch 0: |          | 9081/? [1:04:19<00:00,  2.35it/s]
Epoch 0: |          | 9082/? [1:04:19<00:00,  2.35it/s]
Epoch 0: |          | 9082/? [1:04:19<00:00,  2.35it/s]
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Epoch 0: |          | 9180/? [1:04:51<00:00,  2.36it/s]
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Epoch 0: |          | 9181/? [1:04:51<00:00,  2.36it/s]
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Epoch 0: |          | 9200/? [1:04:58<00:00,  2.36it/s]
Epoch 0: |          | 9200/? [1:04:58<00:00,  2.36it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.41it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.01it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.76it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.76it/s]

Epoch 0: |          | 9200/? [1:04:58<00:00,  2.36it/s]
Epoch 0: |          | 9201/? [1:04:58<00:00,  2.36it/s]
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Epoch 0: |          | 9281/? [1:05:26<00:00,  2.36it/s]
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Epoch 0: |          | 9296/? [1:05:31<00:00,  2.36it/s]
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Epoch 0: |          | 9300/? [1:05:32<00:00,  2.36it/s]
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Epoch 0: |          | 9301/? [1:05:33<00:00,  2.36it/s]
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Epoch 0: |          | 9306/? [1:05:34<00:00,  2.37it/s]
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Epoch 0: |          | 9307/? [1:05:35<00:00,  2.37it/s]
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Epoch 0: |          | 9309/? [1:05:35<00:00,  2.37it/s]
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Epoch 0: |          | 9310/? [1:05:36<00:00,  2.37it/s]
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Epoch 0: |          | 9311/? [1:05:36<00:00,  2.37it/s]
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Epoch 0: |          | 9312/? [1:05:36<00:00,  2.37it/s]
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Epoch 0: |          | 9313/? [1:05:37<00:00,  2.37it/s]
Epoch 0: |          | 9313/? [1:05:37<00:00,  2.37it/s]
Epoch 0: |          | 9314/? [1:05:37<00:00,  2.37it/s]
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Epoch 0: |          | 9315/? [1:05:37<00:00,  2.37it/s]
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Epoch 0: |          | 9316/? [1:05:38<00:00,  2.37it/s]
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Epoch 0: |          | 9320/? [1:05:39<00:00,  2.37it/s]
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Epoch 0: |          | 9373/? [1:05:57<00:00,  2.37it/s]
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Epoch 0: |          | 9381/? [1:05:59<00:00,  2.37it/s]
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Epoch 0: |          | 9399/? [1:06:05<00:00,  2.37it/s]
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Epoch 0: |          | 9400/? [1:06:05<00:00,  2.37it/s]
Epoch 0: |          | 9400/? [1:06:05<00:00,  2.37it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.54it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.16it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.01it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.81it/s]

Epoch 0: |          | 9400/? [1:06:06<00:00,  2.37it/s]
Epoch 0: |          | 9401/? [1:06:06<00:00,  2.37it/s]
Epoch 0: |          | 9401/? [1:06:06<00:00,  2.37it/s]
Epoch 0: |          | 9402/? [1:06:07<00:00,  2.37it/s]
Epoch 0: |          | 9402/? [1:06:07<00:00,  2.37it/s]
Epoch 0: |          | 9403/? [1:06:07<00:00,  2.37it/s]
Epoch 0: |          | 9403/? [1:06:07<00:00,  2.37it/s]
Epoch 0: |          | 9404/? [1:06:07<00:00,  2.37it/s]
Epoch 0: |          | 9404/? [1:06:07<00:00,  2.37it/s]
Epoch 0: |          | 9405/? [1:06:08<00:00,  2.37it/s]
Epoch 0: |          | 9405/? [1:06:08<00:00,  2.37it/s]
Epoch 0: |          | 9406/? [1:06:08<00:00,  2.37it/s]
Epoch 0: |          | 9406/? [1:06:08<00:00,  2.37it/s]
Epoch 0: |          | 9407/? [1:06:08<00:00,  2.37it/s]
Epoch 0: |          | 9407/? [1:06:08<00:00,  2.37it/s]
Epoch 0: |          | 9408/? [1:06:09<00:00,  2.37it/s]
Epoch 0: |          | 9408/? [1:06:09<00:00,  2.37it/s]
Epoch 0: |          | 9409/? [1:06:09<00:00,  2.37it/s]
Epoch 0: |          | 9409/? [1:06:09<00:00,  2.37it/s]
Epoch 0: |          | 9410/? [1:06:09<00:00,  2.37it/s]
Epoch 0: |          | 9410/? [1:06:09<00:00,  2.37it/s]
Epoch 0: |          | 9411/? [1:06:10<00:00,  2.37it/s]
Epoch 0: |          | 9411/? [1:06:10<00:00,  2.37it/s]
Epoch 0: |          | 9412/? [1:06:10<00:00,  2.37it/s]
Epoch 0: |          | 9412/? [1:06:10<00:00,  2.37it/s]
Epoch 0: |          | 9413/? [1:06:10<00:00,  2.37it/s]
Epoch 0: |          | 9413/? [1:06:10<00:00,  2.37it/s]
Epoch 0: |          | 9414/? [1:06:10<00:00,  2.37it/s]
Epoch 0: |          | 9414/? [1:06:10<00:00,  2.37it/s]
Epoch 0: |          | 9415/? [1:06:11<00:00,  2.37it/s]
Epoch 0: |          | 9415/? [1:06:11<00:00,  2.37it/s]
Epoch 0: |          | 9416/? [1:06:11<00:00,  2.37it/s]
Epoch 0: |          | 9416/? [1:06:11<00:00,  2.37it/s]
Epoch 0: |          | 9417/? [1:06:11<00:00,  2.37it/s]
Epoch 0: |          | 9417/? [1:06:11<00:00,  2.37it/s]
Epoch 0: |          | 9418/? [1:06:12<00:00,  2.37it/s]
Epoch 0: |          | 9418/? [1:06:12<00:00,  2.37it/s]
Epoch 0: |          | 9419/? [1:06:12<00:00,  2.37it/s]
Epoch 0: |          | 9419/? [1:06:12<00:00,  2.37it/s]
Epoch 0: |          | 9420/? [1:06:12<00:00,  2.37it/s]
Epoch 0: |          | 9420/? [1:06:12<00:00,  2.37it/s]
Epoch 0: |          | 9421/? [1:06:13<00:00,  2.37it/s]
Epoch 0: |          | 9421/? [1:06:13<00:00,  2.37it/s]
Epoch 0: |          | 9422/? [1:06:13<00:00,  2.37it/s]
Epoch 0: |          | 9422/? [1:06:13<00:00,  2.37it/s]
Epoch 0: |          | 9423/? [1:06:13<00:00,  2.37it/s]
Epoch 0: |          | 9423/? [1:06:13<00:00,  2.37it/s]
Epoch 0: |          | 9424/? [1:06:14<00:00,  2.37it/s]
Epoch 0: |          | 9424/? [1:06:14<00:00,  2.37it/s]
Epoch 0: |          | 9425/? [1:06:14<00:00,  2.37it/s]
Epoch 0: |          | 9425/? [1:06:14<00:00,  2.37it/s]
Epoch 0: |          | 9426/? [1:06:14<00:00,  2.37it/s]
Epoch 0: |          | 9426/? [1:06:14<00:00,  2.37it/s]
Epoch 0: |          | 9427/? [1:06:15<00:00,  2.37it/s]
Epoch 0: |          | 9427/? [1:06:15<00:00,  2.37it/s]
Epoch 0: |          | 9428/? [1:06:15<00:00,  2.37it/s]
Epoch 0: |          | 9428/? [1:06:15<00:00,  2.37it/s]
Epoch 0: |          | 9429/? [1:06:15<00:00,  2.37it/s]
Epoch 0: |          | 9429/? [1:06:15<00:00,  2.37it/s]
Epoch 0: |          | 9430/? [1:06:16<00:00,  2.37it/s]
Epoch 0: |          | 9430/? [1:06:16<00:00,  2.37it/s]
Epoch 0: |          | 9431/? [1:06:16<00:00,  2.37it/s]
Epoch 0: |          | 9431/? [1:06:16<00:00,  2.37it/s]
Epoch 0: |          | 9432/? [1:06:16<00:00,  2.37it/s]
Epoch 0: |          | 9432/? [1:06:16<00:00,  2.37it/s]
Epoch 0: |          | 9433/? [1:06:17<00:00,  2.37it/s]
Epoch 0: |          | 9433/? [1:06:17<00:00,  2.37it/s]
Epoch 0: |          | 9434/? [1:06:17<00:00,  2.37it/s]
Epoch 0: |          | 9434/? [1:06:17<00:00,  2.37it/s]
Epoch 0: |          | 9435/? [1:06:17<00:00,  2.37it/s]
Epoch 0: |          | 9435/? [1:06:17<00:00,  2.37it/s]
Epoch 0: |          | 9436/? [1:06:18<00:00,  2.37it/s]
Epoch 0: |          | 9436/? [1:06:18<00:00,  2.37it/s]
Epoch 0: |          | 9437/? [1:06:18<00:00,  2.37it/s]
Epoch 0: |          | 9437/? [1:06:18<00:00,  2.37it/s]
Epoch 0: |          | 9438/? [1:06:18<00:00,  2.37it/s]
Epoch 0: |          | 9438/? [1:06:18<00:00,  2.37it/s]
Epoch 0: |          | 9439/? [1:06:19<00:00,  2.37it/s]
Epoch 0: |          | 9439/? [1:06:19<00:00,  2.37it/s]
Epoch 0: |          | 9440/? [1:06:19<00:00,  2.37it/s]
Epoch 0: |          | 9440/? [1:06:19<00:00,  2.37it/s]
Epoch 0: |          | 9441/? [1:06:19<00:00,  2.37it/s]
Epoch 0: |          | 9441/? [1:06:19<00:00,  2.37it/s]
Epoch 0: |          | 9442/? [1:06:20<00:00,  2.37it/s]
Epoch 0: |          | 9442/? [1:06:20<00:00,  2.37it/s]
Epoch 0: |          | 9443/? [1:06:20<00:00,  2.37it/s]
Epoch 0: |          | 9443/? [1:06:20<00:00,  2.37it/s]
Epoch 0: |          | 9444/? [1:06:20<00:00,  2.37it/s]
Epoch 0: |          | 9444/? [1:06:20<00:00,  2.37it/s]
Epoch 0: |          | 9445/? [1:06:21<00:00,  2.37it/s]
Epoch 0: |          | 9445/? [1:06:21<00:00,  2.37it/s]
Epoch 0: |          | 9446/? [1:06:21<00:00,  2.37it/s]
Epoch 0: |          | 9446/? [1:06:21<00:00,  2.37it/s]
Epoch 0: |          | 9447/? [1:06:21<00:00,  2.37it/s]
Epoch 0: |          | 9447/? [1:06:21<00:00,  2.37it/s]
Epoch 0: |          | 9448/? [1:06:22<00:00,  2.37it/s]
Epoch 0: |          | 9448/? [1:06:22<00:00,  2.37it/s]
Epoch 0: |          | 9449/? [1:06:22<00:00,  2.37it/s]
Epoch 0: |          | 9449/? [1:06:22<00:00,  2.37it/s]
Epoch 0: |          | 9450/? [1:06:22<00:00,  2.37it/s]
Epoch 0: |          | 9450/? [1:06:22<00:00,  2.37it/s]
Epoch 0: |          | 9451/? [1:06:23<00:00,  2.37it/s]
Epoch 0: |          | 9451/? [1:06:23<00:00,  2.37it/s]
Epoch 0: |          | 9452/? [1:06:23<00:00,  2.37it/s]
Epoch 0: |          | 9452/? [1:06:23<00:00,  2.37it/s]
Epoch 0: |          | 9453/? [1:06:23<00:00,  2.37it/s]
Epoch 0: |          | 9453/? [1:06:23<00:00,  2.37it/s]
Epoch 0: |          | 9454/? [1:06:23<00:00,  2.37it/s]
Epoch 0: |          | 9454/? [1:06:23<00:00,  2.37it/s]
Epoch 0: |          | 9455/? [1:06:24<00:00,  2.37it/s]
Epoch 0: |          | 9455/? [1:06:24<00:00,  2.37it/s]
Epoch 0: |          | 9456/? [1:06:24<00:00,  2.37it/s]
Epoch 0: |          | 9456/? [1:06:24<00:00,  2.37it/s]
Epoch 0: |          | 9457/? [1:06:24<00:00,  2.37it/s]
Epoch 0: |          | 9457/? [1:06:24<00:00,  2.37it/s]
Epoch 0: |          | 9458/? [1:06:25<00:00,  2.37it/s]
Epoch 0: |          | 9458/? [1:06:25<00:00,  2.37it/s]
Epoch 0: |          | 9459/? [1:06:25<00:00,  2.37it/s]
Epoch 0: |          | 9459/? [1:06:25<00:00,  2.37it/s]
Epoch 0: |          | 9460/? [1:06:25<00:00,  2.37it/s]
Epoch 0: |          | 9460/? [1:06:25<00:00,  2.37it/s]
Epoch 0: |          | 9461/? [1:06:26<00:00,  2.37it/s]
Epoch 0: |          | 9461/? [1:06:26<00:00,  2.37it/s]
Epoch 0: |          | 9462/? [1:06:26<00:00,  2.37it/s]
Epoch 0: |          | 9462/? [1:06:26<00:00,  2.37it/s]
Epoch 0: |          | 9463/? [1:06:26<00:00,  2.37it/s]
Epoch 0: |          | 9463/? [1:06:26<00:00,  2.37it/s]
Epoch 0: |          | 9464/? [1:06:27<00:00,  2.37it/s]
Epoch 0: |          | 9464/? [1:06:27<00:00,  2.37it/s]
Epoch 0: |          | 9465/? [1:06:27<00:00,  2.37it/s]
Epoch 0: |          | 9465/? [1:06:27<00:00,  2.37it/s]
Epoch 0: |          | 9466/? [1:06:27<00:00,  2.37it/s]
Epoch 0: |          | 9466/? [1:06:27<00:00,  2.37it/s]
Epoch 0: |          | 9467/? [1:06:28<00:00,  2.37it/s]
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Epoch 0: |          | 9533/? [1:06:49<00:00,  2.38it/s]
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Epoch 0: |          | 9537/? [1:06:50<00:00,  2.38it/s]
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Epoch 0: |          | 9538/? [1:06:51<00:00,  2.38it/s]
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Epoch 0: |          | 9539/? [1:06:51<00:00,  2.38it/s]
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Epoch 0: |          | 9551/? [1:06:55<00:00,  2.38it/s]
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Epoch 0: |          | 9560/? [1:06:58<00:00,  2.38it/s]
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Epoch 0: |          | 9561/? [1:06:58<00:00,  2.38it/s]
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Epoch 0: |          | 9563/? [1:06:59<00:00,  2.38it/s]
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Epoch 0: |          | 9564/? [1:06:59<00:00,  2.38it/s]
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Epoch 0: |          | 9565/? [1:06:59<00:00,  2.38it/s]
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Epoch 0: |          | 9566/? [1:07:00<00:00,  2.38it/s]
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Epoch 0: |          | 9567/? [1:07:00<00:00,  2.38it/s]
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Epoch 0: |          | 9568/? [1:07:00<00:00,  2.38it/s]
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Epoch 0: |          | 9569/? [1:07:01<00:00,  2.38it/s]
Epoch 0: |          | 9569/? [1:07:01<00:00,  2.38it/s]
Epoch 0: |          | 9570/? [1:07:01<00:00,  2.38it/s]
Epoch 0: |          | 9570/? [1:07:01<00:00,  2.38it/s]
Epoch 0: |          | 9571/? [1:07:01<00:00,  2.38it/s]
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Epoch 0: |          | 9572/? [1:07:02<00:00,  2.38it/s]
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Epoch 0: |          | 9573/? [1:07:02<00:00,  2.38it/s]
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Epoch 0: |          | 9574/? [1:07:02<00:00,  2.38it/s]
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Epoch 0: |          | 9575/? [1:07:03<00:00,  2.38it/s]
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Epoch 0: |          | 9576/? [1:07:03<00:00,  2.38it/s]
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Epoch 0: |          | 9577/? [1:07:03<00:00,  2.38it/s]
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Epoch 0: |          | 9578/? [1:07:04<00:00,  2.38it/s]
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Epoch 0: |          | 9579/? [1:07:04<00:00,  2.38it/s]
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Epoch 0: |          | 9580/? [1:07:04<00:00,  2.38it/s]
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Epoch 0: |          | 9581/? [1:07:05<00:00,  2.38it/s]
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Epoch 0: |          | 9582/? [1:07:05<00:00,  2.38it/s]
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Epoch 0: |          | 9585/? [1:07:06<00:00,  2.38it/s]
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Epoch 0: |          | 9588/? [1:07:07<00:00,  2.38it/s]
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Epoch 0: |          | 9589/? [1:07:07<00:00,  2.38it/s]
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Epoch 0: |          | 9590/? [1:07:08<00:00,  2.38it/s]
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Epoch 0: |          | 9591/? [1:07:08<00:00,  2.38it/s]
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Epoch 0: |          | 9598/? [1:07:10<00:00,  2.38it/s]
Epoch 0: |          | 9598/? [1:07:10<00:00,  2.38it/s]
Epoch 0: |          | 9599/? [1:07:10<00:00,  2.38it/s]
Epoch 0: |          | 9599/? [1:07:10<00:00,  2.38it/s]
Epoch 0: |          | 9600/? [1:07:11<00:00,  2.38it/s]
Epoch 0: |          | 9600/? [1:07:11<00:00,  2.38it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.77it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.13it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.20it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.00it/s]

Epoch 0: |          | 9600/? [1:07:11<00:00,  2.38it/s]
Epoch 0: |          | 9601/? [1:07:11<00:00,  2.38it/s]
Epoch 0: |          | 9601/? [1:07:11<00:00,  2.38it/s]
Epoch 0: |          | 9602/? [1:07:12<00:00,  2.38it/s]
Epoch 0: |          | 9602/? [1:07:12<00:00,  2.38it/s]
Epoch 0: |          | 9603/? [1:07:12<00:00,  2.38it/s]
Epoch 0: |          | 9603/? [1:07:12<00:00,  2.38it/s]
Epoch 0: |          | 9604/? [1:07:12<00:00,  2.38it/s]
Epoch 0: |          | 9604/? [1:07:12<00:00,  2.38it/s]
Epoch 0: |          | 9605/? [1:07:13<00:00,  2.38it/s]
Epoch 0: |          | 9605/? [1:07:13<00:00,  2.38it/s]
Epoch 0: |          | 9606/? [1:07:13<00:00,  2.38it/s]
Epoch 0: |          | 9606/? [1:07:13<00:00,  2.38it/s]
Epoch 0: |          | 9607/? [1:07:13<00:00,  2.38it/s]
Epoch 0: |          | 9607/? [1:07:13<00:00,  2.38it/s]
Epoch 0: |          | 9608/? [1:07:14<00:00,  2.38it/s]
Epoch 0: |          | 9608/? [1:07:14<00:00,  2.38it/s]
Epoch 0: |          | 9609/? [1:07:14<00:00,  2.38it/s]
Epoch 0: |          | 9609/? [1:07:14<00:00,  2.38it/s]
Epoch 0: |          | 9610/? [1:07:14<00:00,  2.38it/s]
Epoch 0: |          | 9610/? [1:07:14<00:00,  2.38it/s]
Epoch 0: |          | 9611/? [1:07:15<00:00,  2.38it/s]
Epoch 0: |          | 9611/? [1:07:15<00:00,  2.38it/s]
Epoch 0: |          | 9612/? [1:07:15<00:00,  2.38it/s]
Epoch 0: |          | 9612/? [1:07:15<00:00,  2.38it/s]
Epoch 0: |          | 9613/? [1:07:15<00:00,  2.38it/s]
Epoch 0: |          | 9613/? [1:07:15<00:00,  2.38it/s]
Epoch 0: |          | 9614/? [1:07:16<00:00,  2.38it/s]
Epoch 0: |          | 9614/? [1:07:16<00:00,  2.38it/s]
Epoch 0: |          | 9615/? [1:07:16<00:00,  2.38it/s]
Epoch 0: |          | 9615/? [1:07:16<00:00,  2.38it/s]
Epoch 0: |          | 9616/? [1:07:16<00:00,  2.38it/s]
Epoch 0: |          | 9616/? [1:07:16<00:00,  2.38it/s]
Epoch 0: |          | 9617/? [1:07:17<00:00,  2.38it/s]
Epoch 0: |          | 9617/? [1:07:17<00:00,  2.38it/s]
Epoch 0: |          | 9618/? [1:07:17<00:00,  2.38it/s]
Epoch 0: |          | 9618/? [1:07:17<00:00,  2.38it/s]
Epoch 0: |          | 9619/? [1:07:17<00:00,  2.38it/s]
Epoch 0: |          | 9619/? [1:07:17<00:00,  2.38it/s]
Epoch 0: |          | 9620/? [1:07:18<00:00,  2.38it/s]
Epoch 0: |          | 9620/? [1:07:18<00:00,  2.38it/s]
Epoch 0: |          | 9621/? [1:07:18<00:00,  2.38it/s]
Epoch 0: |          | 9621/? [1:07:18<00:00,  2.38it/s]
Epoch 0: |          | 9622/? [1:07:18<00:00,  2.38it/s]
Epoch 0: |          | 9622/? [1:07:18<00:00,  2.38it/s]
Epoch 0: |          | 9623/? [1:07:19<00:00,  2.38it/s]
Epoch 0: |          | 9623/? [1:07:19<00:00,  2.38it/s]
Epoch 0: |          | 9624/? [1:07:19<00:00,  2.38it/s]
Epoch 0: |          | 9624/? [1:07:19<00:00,  2.38it/s]
Epoch 0: |          | 9625/? [1:07:19<00:00,  2.38it/s]
Epoch 0: |          | 9625/? [1:07:19<00:00,  2.38it/s]
Epoch 0: |          | 9626/? [1:07:20<00:00,  2.38it/s]
Epoch 0: |          | 9626/? [1:07:20<00:00,  2.38it/s]
Epoch 0: |          | 9627/? [1:07:20<00:00,  2.38it/s]
Epoch 0: |          | 9627/? [1:07:20<00:00,  2.38it/s]
Epoch 0: |          | 9628/? [1:07:20<00:00,  2.38it/s]
Epoch 0: |          | 9628/? [1:07:20<00:00,  2.38it/s]
Epoch 0: |          | 9629/? [1:07:21<00:00,  2.38it/s]
Epoch 0: |          | 9629/? [1:07:21<00:00,  2.38it/s]
Epoch 0: |          | 9630/? [1:07:21<00:00,  2.38it/s]
Epoch 0: |          | 9630/? [1:07:21<00:00,  2.38it/s]
Epoch 0: |          | 9631/? [1:07:21<00:00,  2.38it/s]
Epoch 0: |          | 9631/? [1:07:21<00:00,  2.38it/s]
Epoch 0: |          | 9632/? [1:07:21<00:00,  2.38it/s]
Epoch 0: |          | 9632/? [1:07:21<00:00,  2.38it/s]
Epoch 0: |          | 9633/? [1:07:22<00:00,  2.38it/s]
Epoch 0: |          | 9633/? [1:07:22<00:00,  2.38it/s]
Epoch 0: |          | 9634/? [1:07:22<00:00,  2.38it/s]
Epoch 0: |          | 9634/? [1:07:22<00:00,  2.38it/s]
Epoch 0: |          | 9635/? [1:07:22<00:00,  2.38it/s]
Epoch 0: |          | 9635/? [1:07:22<00:00,  2.38it/s]
Epoch 0: |          | 9636/? [1:07:23<00:00,  2.38it/s]
Epoch 0: |          | 9636/? [1:07:23<00:00,  2.38it/s]
Epoch 0: |          | 9637/? [1:07:23<00:00,  2.38it/s]
Epoch 0: |          | 9637/? [1:07:23<00:00,  2.38it/s]
Epoch 0: |          | 9638/? [1:07:23<00:00,  2.38it/s]
Epoch 0: |          | 9638/? [1:07:23<00:00,  2.38it/s]
Epoch 0: |          | 9639/? [1:07:24<00:00,  2.38it/s]
Epoch 0: |          | 9639/? [1:07:24<00:00,  2.38it/s]
Epoch 0: |          | 9640/? [1:07:24<00:00,  2.38it/s]
Epoch 0: |          | 9640/? [1:07:24<00:00,  2.38it/s]
Epoch 0: |          | 9641/? [1:07:24<00:00,  2.38it/s]
Epoch 0: |          | 9641/? [1:07:24<00:00,  2.38it/s]
Epoch 0: |          | 9642/? [1:07:25<00:00,  2.38it/s]
Epoch 0: |          | 9642/? [1:07:25<00:00,  2.38it/s]
Epoch 0: |          | 9643/? [1:07:25<00:00,  2.38it/s]
Epoch 0: |          | 9643/? [1:07:25<00:00,  2.38it/s]
Epoch 0: |          | 9644/? [1:07:25<00:00,  2.38it/s]
Epoch 0: |          | 9644/? [1:07:25<00:00,  2.38it/s]
Epoch 0: |          | 9645/? [1:07:26<00:00,  2.38it/s]
Epoch 0: |          | 9645/? [1:07:26<00:00,  2.38it/s]
Epoch 0: |          | 9646/? [1:07:26<00:00,  2.38it/s]
Epoch 0: |          | 9646/? [1:07:26<00:00,  2.38it/s]
Epoch 0: |          | 9647/? [1:07:26<00:00,  2.38it/s]
Epoch 0: |          | 9647/? [1:07:26<00:00,  2.38it/s]
Epoch 0: |          | 9648/? [1:07:27<00:00,  2.38it/s]
Epoch 0: |          | 9648/? [1:07:27<00:00,  2.38it/s]
Epoch 0: |          | 9649/? [1:07:27<00:00,  2.38it/s]
Epoch 0: |          | 9649/? [1:07:27<00:00,  2.38it/s]
Epoch 0: |          | 9650/? [1:07:27<00:00,  2.38it/s]
Epoch 0: |          | 9650/? [1:07:27<00:00,  2.38it/s]
Epoch 0: |          | 9651/? [1:07:28<00:00,  2.38it/s]
Epoch 0: |          | 9651/? [1:07:28<00:00,  2.38it/s]
Epoch 0: |          | 9652/? [1:07:28<00:00,  2.38it/s]
Epoch 0: |          | 9652/? [1:07:28<00:00,  2.38it/s]
Epoch 0: |          | 9653/? [1:07:28<00:00,  2.38it/s]
Epoch 0: |          | 9653/? [1:07:28<00:00,  2.38it/s]
Epoch 0: |          | 9654/? [1:07:29<00:00,  2.38it/s]
Epoch 0: |          | 9654/? [1:07:29<00:00,  2.38it/s]
Epoch 0: |          | 9655/? [1:07:29<00:00,  2.38it/s]
Epoch 0: |          | 9655/? [1:07:29<00:00,  2.38it/s]
Epoch 0: |          | 9656/? [1:07:29<00:00,  2.38it/s]
Epoch 0: |          | 9656/? [1:07:29<00:00,  2.38it/s]
Epoch 0: |          | 9657/? [1:07:30<00:00,  2.38it/s]
Epoch 0: |          | 9657/? [1:07:30<00:00,  2.38it/s]
Epoch 0: |          | 9658/? [1:07:30<00:00,  2.38it/s]
Epoch 0: |          | 9658/? [1:07:30<00:00,  2.38it/s]
Epoch 0: |          | 9659/? [1:07:30<00:00,  2.38it/s]
Epoch 0: |          | 9659/? [1:07:30<00:00,  2.38it/s]
Epoch 0: |          | 9660/? [1:07:31<00:00,  2.38it/s]
Epoch 0: |          | 9660/? [1:07:31<00:00,  2.38it/s]
Epoch 0: |          | 9661/? [1:07:31<00:00,  2.38it/s]
Epoch 0: |          | 9661/? [1:07:31<00:00,  2.38it/s]
Epoch 0: |          | 9662/? [1:07:31<00:00,  2.38it/s]
Epoch 0: |          | 9662/? [1:07:31<00:00,  2.38it/s]
Epoch 0: |          | 9663/? [1:07:32<00:00,  2.38it/s]
Epoch 0: |          | 9663/? [1:07:32<00:00,  2.38it/s]
Epoch 0: |          | 9664/? [1:07:32<00:00,  2.38it/s]
Epoch 0: |          | 9664/? [1:07:32<00:00,  2.38it/s]
Epoch 0: |          | 9665/? [1:07:32<00:00,  2.38it/s]
Epoch 0: |          | 9665/? [1:07:32<00:00,  2.38it/s]
Epoch 0: |          | 9666/? [1:07:33<00:00,  2.38it/s]
Epoch 0: |          | 9666/? [1:07:33<00:00,  2.38it/s]
Epoch 0: |          | 9667/? [1:07:33<00:00,  2.38it/s]
Epoch 0: |          | 9667/? [1:07:33<00:00,  2.38it/s]
Epoch 0: |          | 9668/? [1:07:33<00:00,  2.38it/s]
Epoch 0: |          | 9668/? [1:07:33<00:00,  2.38it/s]
Epoch 0: |          | 9669/? [1:07:34<00:00,  2.39it/s]
Epoch 0: |          | 9669/? [1:07:34<00:00,  2.39it/s]
Epoch 0: |          | 9670/? [1:07:34<00:00,  2.39it/s]
Epoch 0: |          | 9670/? [1:07:34<00:00,  2.39it/s]
Epoch 0: |          | 9671/? [1:07:34<00:00,  2.39it/s]
Epoch 0: |          | 9671/? [1:07:34<00:00,  2.39it/s]
Epoch 0: |          | 9672/? [1:07:34<00:00,  2.39it/s]
Epoch 0: |          | 9672/? [1:07:34<00:00,  2.39it/s]
Epoch 0: |          | 9673/? [1:07:35<00:00,  2.39it/s]
Epoch 0: |          | 9673/? [1:07:35<00:00,  2.39it/s]
Epoch 0: |          | 9674/? [1:07:35<00:00,  2.39it/s]
Epoch 0: |          | 9674/? [1:07:35<00:00,  2.39it/s]
Epoch 0: |          | 9675/? [1:07:36<00:00,  2.39it/s]
Epoch 0: |          | 9675/? [1:07:36<00:00,  2.39it/s]
Epoch 0: |          | 9676/? [1:07:36<00:00,  2.39it/s]
Epoch 0: |          | 9676/? [1:07:36<00:00,  2.39it/s]
Epoch 0: |          | 9677/? [1:07:36<00:00,  2.39it/s]
Epoch 0: |          | 9677/? [1:07:36<00:00,  2.39it/s]
Epoch 0: |          | 9678/? [1:07:37<00:00,  2.39it/s]
Epoch 0: |          | 9678/? [1:07:37<00:00,  2.39it/s]
Epoch 0: |          | 9679/? [1:07:37<00:00,  2.39it/s]
Epoch 0: |          | 9679/? [1:07:37<00:00,  2.39it/s]
Epoch 0: |          | 9680/? [1:07:37<00:00,  2.39it/s]
Epoch 0: |          | 9680/? [1:07:37<00:00,  2.39it/s]
Epoch 0: |          | 9681/? [1:07:37<00:00,  2.39it/s]
Epoch 0: |          | 9681/? [1:07:37<00:00,  2.39it/s]
Epoch 0: |          | 9682/? [1:07:38<00:00,  2.39it/s]
Epoch 0: |          | 9682/? [1:07:38<00:00,  2.39it/s]
Epoch 0: |          | 9683/? [1:07:38<00:00,  2.39it/s]
Epoch 0: |          | 9683/? [1:07:38<00:00,  2.39it/s]
Epoch 0: |          | 9684/? [1:07:38<00:00,  2.39it/s]
Epoch 0: |          | 9684/? [1:07:38<00:00,  2.39it/s]
Epoch 0: |          | 9685/? [1:07:39<00:00,  2.39it/s]
Epoch 0: |          | 9685/? [1:07:39<00:00,  2.39it/s]
Epoch 0: |          | 9686/? [1:07:39<00:00,  2.39it/s]
Epoch 0: |          | 9686/? [1:07:39<00:00,  2.39it/s]
Epoch 0: |          | 9687/? [1:07:39<00:00,  2.39it/s]
Epoch 0: |          | 9687/? [1:07:39<00:00,  2.39it/s]
Epoch 0: |          | 9688/? [1:07:40<00:00,  2.39it/s]
Epoch 0: |          | 9688/? [1:07:40<00:00,  2.39it/s]
Epoch 0: |          | 9689/? [1:07:40<00:00,  2.39it/s]
Epoch 0: |          | 9689/? [1:07:40<00:00,  2.39it/s]
Epoch 0: |          | 9690/? [1:07:40<00:00,  2.39it/s]
Epoch 0: |          | 9690/? [1:07:40<00:00,  2.39it/s]
Epoch 0: |          | 9691/? [1:07:41<00:00,  2.39it/s]
Epoch 0: |          | 9691/? [1:07:41<00:00,  2.39it/s]
Epoch 0: |          | 9692/? [1:07:41<00:00,  2.39it/s]
Epoch 0: |          | 9692/? [1:07:41<00:00,  2.39it/s]
Epoch 0: |          | 9693/? [1:07:41<00:00,  2.39it/s]
Epoch 0: |          | 9693/? [1:07:41<00:00,  2.39it/s]
Epoch 0: |          | 9694/? [1:07:42<00:00,  2.39it/s]
Epoch 0: |          | 9694/? [1:07:42<00:00,  2.39it/s]
Epoch 0: |          | 9695/? [1:07:42<00:00,  2.39it/s]
Epoch 0: |          | 9695/? [1:07:42<00:00,  2.39it/s]
Epoch 0: |          | 9696/? [1:07:42<00:00,  2.39it/s]
Epoch 0: |          | 9696/? [1:07:42<00:00,  2.39it/s]
Epoch 0: |          | 9697/? [1:07:43<00:00,  2.39it/s]
Epoch 0: |          | 9697/? [1:07:43<00:00,  2.39it/s]
Epoch 0: |          | 9698/? [1:07:43<00:00,  2.39it/s]
Epoch 0: |          | 9698/? [1:07:43<00:00,  2.39it/s]
Epoch 0: |          | 9699/? [1:07:43<00:00,  2.39it/s]
Epoch 0: |          | 9699/? [1:07:43<00:00,  2.39it/s]
Epoch 0: |          | 9700/? [1:07:44<00:00,  2.39it/s]
Epoch 0: |          | 9700/? [1:07:44<00:00,  2.39it/s]
Epoch 0: |          | 9701/? [1:07:44<00:00,  2.39it/s]
Epoch 0: |          | 9701/? [1:07:44<00:00,  2.39it/s]
Epoch 0: |          | 9702/? [1:07:44<00:00,  2.39it/s]
Epoch 0: |          | 9702/? [1:07:44<00:00,  2.39it/s]
Epoch 0: |          | 9703/? [1:07:45<00:00,  2.39it/s]
Epoch 0: |          | 9703/? [1:07:45<00:00,  2.39it/s]
Epoch 0: |          | 9704/? [1:07:45<00:00,  2.39it/s]
Epoch 0: |          | 9704/? [1:07:45<00:00,  2.39it/s]
Epoch 0: |          | 9705/? [1:07:45<00:00,  2.39it/s]
Epoch 0: |          | 9705/? [1:07:45<00:00,  2.39it/s]
Epoch 0: |          | 9706/? [1:07:46<00:00,  2.39it/s]
Epoch 0: |          | 9706/? [1:07:46<00:00,  2.39it/s]
Epoch 0: |          | 9707/? [1:07:46<00:00,  2.39it/s]
Epoch 0: |          | 9707/? [1:07:46<00:00,  2.39it/s]
Epoch 0: |          | 9708/? [1:07:46<00:00,  2.39it/s]
Epoch 0: |          | 9708/? [1:07:46<00:00,  2.39it/s]
Epoch 0: |          | 9709/? [1:07:46<00:00,  2.39it/s]
Epoch 0: |          | 9709/? [1:07:46<00:00,  2.39it/s]
Epoch 0: |          | 9710/? [1:07:47<00:00,  2.39it/s]
Epoch 0: |          | 9710/? [1:07:47<00:00,  2.39it/s]
Epoch 0: |          | 9711/? [1:07:47<00:00,  2.39it/s]
Epoch 0: |          | 9711/? [1:07:47<00:00,  2.39it/s]
Epoch 0: |          | 9712/? [1:07:47<00:00,  2.39it/s]
Epoch 0: |          | 9712/? [1:07:47<00:00,  2.39it/s]
Epoch 0: |          | 9713/? [1:07:48<00:00,  2.39it/s]
Epoch 0: |          | 9713/? [1:07:48<00:00,  2.39it/s]
Epoch 0: |          | 9714/? [1:07:48<00:00,  2.39it/s]
Epoch 0: |          | 9714/? [1:07:48<00:00,  2.39it/s]
Epoch 0: |          | 9715/? [1:07:48<00:00,  2.39it/s]
Epoch 0: |          | 9715/? [1:07:48<00:00,  2.39it/s]
Epoch 0: |          | 9716/? [1:07:49<00:00,  2.39it/s]
Epoch 0: |          | 9716/? [1:07:49<00:00,  2.39it/s]
Epoch 0: |          | 9717/? [1:07:49<00:00,  2.39it/s]
Epoch 0: |          | 9717/? [1:07:49<00:00,  2.39it/s]
Epoch 0: |          | 9718/? [1:07:49<00:00,  2.39it/s]
Epoch 0: |          | 9718/? [1:07:49<00:00,  2.39it/s]
Epoch 0: |          | 9719/? [1:07:50<00:00,  2.39it/s]
Epoch 0: |          | 9719/? [1:07:50<00:00,  2.39it/s]
Epoch 0: |          | 9720/? [1:07:50<00:00,  2.39it/s]
Epoch 0: |          | 9720/? [1:07:50<00:00,  2.39it/s]
Epoch 0: |          | 9721/? [1:07:50<00:00,  2.39it/s]
Epoch 0: |          | 9721/? [1:07:50<00:00,  2.39it/s]
Epoch 0: |          | 9722/? [1:07:51<00:00,  2.39it/s]
Epoch 0: |          | 9722/? [1:07:51<00:00,  2.39it/s]
Epoch 0: |          | 9723/? [1:07:51<00:00,  2.39it/s]
Epoch 0: |          | 9723/? [1:07:51<00:00,  2.39it/s]
Epoch 0: |          | 9724/? [1:07:51<00:00,  2.39it/s]
Epoch 0: |          | 9724/? [1:07:51<00:00,  2.39it/s]
Epoch 0: |          | 9725/? [1:07:52<00:00,  2.39it/s]
Epoch 0: |          | 9725/? [1:07:52<00:00,  2.39it/s]
Epoch 0: |          | 9726/? [1:07:52<00:00,  2.39it/s]
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Epoch 0: |          | 9727/? [1:07:52<00:00,  2.39it/s]
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Epoch 0: |          | 9728/? [1:07:53<00:00,  2.39it/s]
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Epoch 0: |          | 9729/? [1:07:53<00:00,  2.39it/s]
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Epoch 0: |          | 9730/? [1:07:53<00:00,  2.39it/s]
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Epoch 0: |          | 9731/? [1:07:54<00:00,  2.39it/s]
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Epoch 0: |          | 9732/? [1:07:54<00:00,  2.39it/s]
Epoch 0: |          | 9732/? [1:07:54<00:00,  2.39it/s]
Epoch 0: |          | 9733/? [1:07:54<00:00,  2.39it/s]
Epoch 0: |          | 9733/? [1:07:54<00:00,  2.39it/s]
Epoch 0: |          | 9734/? [1:07:55<00:00,  2.39it/s]
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Epoch 0: |          | 9735/? [1:07:55<00:00,  2.39it/s]
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Epoch 0: |          | 9736/? [1:07:55<00:00,  2.39it/s]
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Epoch 0: |          | 9737/? [1:07:56<00:00,  2.39it/s]
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Epoch 0: |          | 9738/? [1:07:56<00:00,  2.39it/s]
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Epoch 0: |          | 9739/? [1:07:56<00:00,  2.39it/s]
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Epoch 0: |          | 9740/? [1:07:57<00:00,  2.39it/s]
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Epoch 0: |          | 9752/? [1:08:00<00:00,  2.39it/s]
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Epoch 0: |          | 9753/? [1:08:01<00:00,  2.39it/s]
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Epoch 0: |          | 9754/? [1:08:01<00:00,  2.39it/s]
Epoch 0: |          | 9754/? [1:08:01<00:00,  2.39it/s]
Epoch 0: |          | 9755/? [1:08:01<00:00,  2.39it/s]
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Epoch 0: |          | 9756/? [1:08:02<00:00,  2.39it/s]
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Epoch 0: |          | 9757/? [1:08:02<00:00,  2.39it/s]
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Epoch 0: |          | 9759/? [1:08:03<00:00,  2.39it/s]
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Epoch 0: |          | 9760/? [1:08:03<00:00,  2.39it/s]
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Epoch 0: |          | 9761/? [1:08:03<00:00,  2.39it/s]
Epoch 0: |          | 9761/? [1:08:03<00:00,  2.39it/s]
Epoch 0: |          | 9762/? [1:08:04<00:00,  2.39it/s]
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Epoch 0: |          | 9763/? [1:08:04<00:00,  2.39it/s]
Epoch 0: |          | 9763/? [1:08:04<00:00,  2.39it/s]
Epoch 0: |          | 9764/? [1:08:04<00:00,  2.39it/s]
Epoch 0: |          | 9764/? [1:08:04<00:00,  2.39it/s]
Epoch 0: |          | 9765/? [1:08:05<00:00,  2.39it/s]
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Epoch 0: |          | 9766/? [1:08:05<00:00,  2.39it/s]
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Epoch 0: |          | 9767/? [1:08:05<00:00,  2.39it/s]
Epoch 0: |          | 9767/? [1:08:05<00:00,  2.39it/s]
Epoch 0: |          | 9768/? [1:08:06<00:00,  2.39it/s]
Epoch 0: |          | 9768/? [1:08:06<00:00,  2.39it/s]
Epoch 0: |          | 9769/? [1:08:06<00:00,  2.39it/s]
Epoch 0: |          | 9769/? [1:08:06<00:00,  2.39it/s]
Epoch 0: |          | 9770/? [1:08:06<00:00,  2.39it/s]
Epoch 0: |          | 9770/? [1:08:06<00:00,  2.39it/s]
Epoch 0: |          | 9771/? [1:08:07<00:00,  2.39it/s]
Epoch 0: |          | 9771/? [1:08:07<00:00,  2.39it/s]
Epoch 0: |          | 9772/? [1:08:07<00:00,  2.39it/s]
Epoch 0: |          | 9772/? [1:08:07<00:00,  2.39it/s]
Epoch 0: |          | 9773/? [1:08:07<00:00,  2.39it/s]
Epoch 0: |          | 9773/? [1:08:07<00:00,  2.39it/s]
Epoch 0: |          | 9774/? [1:08:07<00:00,  2.39it/s]
Epoch 0: |          | 9774/? [1:08:07<00:00,  2.39it/s]
Epoch 0: |          | 9775/? [1:08:08<00:00,  2.39it/s]
Epoch 0: |          | 9775/? [1:08:08<00:00,  2.39it/s]
Epoch 0: |          | 9776/? [1:08:08<00:00,  2.39it/s]
Epoch 0: |          | 9776/? [1:08:08<00:00,  2.39it/s]
Epoch 0: |          | 9777/? [1:08:08<00:00,  2.39it/s]
Epoch 0: |          | 9777/? [1:08:08<00:00,  2.39it/s]
Epoch 0: |          | 9778/? [1:08:09<00:00,  2.39it/s]
Epoch 0: |          | 9778/? [1:08:09<00:00,  2.39it/s]
Epoch 0: |          | 9779/? [1:08:09<00:00,  2.39it/s]
Epoch 0: |          | 9779/? [1:08:09<00:00,  2.39it/s]
Epoch 0: |          | 9780/? [1:08:09<00:00,  2.39it/s]
Epoch 0: |          | 9780/? [1:08:09<00:00,  2.39it/s]
Epoch 0: |          | 9781/? [1:08:10<00:00,  2.39it/s]
Epoch 0: |          | 9781/? [1:08:10<00:00,  2.39it/s]
Epoch 0: |          | 9782/? [1:08:10<00:00,  2.39it/s]
Epoch 0: |          | 9782/? [1:08:10<00:00,  2.39it/s]
Epoch 0: |          | 9783/? [1:08:10<00:00,  2.39it/s]
Epoch 0: |          | 9783/? [1:08:10<00:00,  2.39it/s]
Epoch 0: |          | 9784/? [1:08:11<00:00,  2.39it/s]
Epoch 0: |          | 9784/? [1:08:11<00:00,  2.39it/s]
Epoch 0: |          | 9785/? [1:08:11<00:00,  2.39it/s]
Epoch 0: |          | 9785/? [1:08:11<00:00,  2.39it/s]
Epoch 0: |          | 9786/? [1:08:11<00:00,  2.39it/s]
Epoch 0: |          | 9786/? [1:08:11<00:00,  2.39it/s]
Epoch 0: |          | 9787/? [1:08:12<00:00,  2.39it/s]
Epoch 0: |          | 9787/? [1:08:12<00:00,  2.39it/s]
Epoch 0: |          | 9788/? [1:08:12<00:00,  2.39it/s]
Epoch 0: |          | 9788/? [1:08:12<00:00,  2.39it/s]
Epoch 0: |          | 9789/? [1:08:12<00:00,  2.39it/s]
Epoch 0: |          | 9789/? [1:08:12<00:00,  2.39it/s]
Epoch 0: |          | 9790/? [1:08:13<00:00,  2.39it/s]
Epoch 0: |          | 9790/? [1:08:13<00:00,  2.39it/s]
Epoch 0: |          | 9791/? [1:08:13<00:00,  2.39it/s]
Epoch 0: |          | 9791/? [1:08:13<00:00,  2.39it/s]
Epoch 0: |          | 9792/? [1:08:13<00:00,  2.39it/s]
Epoch 0: |          | 9792/? [1:08:13<00:00,  2.39it/s]
Epoch 0: |          | 9793/? [1:08:14<00:00,  2.39it/s]
Epoch 0: |          | 9793/? [1:08:14<00:00,  2.39it/s]
Epoch 0: |          | 9794/? [1:08:14<00:00,  2.39it/s]
Epoch 0: |          | 9794/? [1:08:14<00:00,  2.39it/s]
Epoch 0: |          | 9795/? [1:08:14<00:00,  2.39it/s]
Epoch 0: |          | 9795/? [1:08:14<00:00,  2.39it/s]
Epoch 0: |          | 9796/? [1:08:15<00:00,  2.39it/s]
Epoch 0: |          | 9796/? [1:08:15<00:00,  2.39it/s]
Epoch 0: |          | 9797/? [1:08:15<00:00,  2.39it/s]
Epoch 0: |          | 9797/? [1:08:15<00:00,  2.39it/s]
Epoch 0: |          | 9798/? [1:08:15<00:00,  2.39it/s]
Epoch 0: |          | 9798/? [1:08:15<00:00,  2.39it/s]
Epoch 0: |          | 9799/? [1:08:16<00:00,  2.39it/s]
Epoch 0: |          | 9799/? [1:08:16<00:00,  2.39it/s]
Epoch 0: |          | 9800/? [1:08:16<00:00,  2.39it/s]
Epoch 0: |          | 9800/? [1:08:16<00:00,  2.39it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.26it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.95it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.87it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.78it/s]

Epoch 0: |          | 9800/? [1:08:16<00:00,  2.39it/s]
Epoch 0: |          | 9801/? [1:08:17<00:00,  2.39it/s]
Epoch 0: |          | 9801/? [1:08:17<00:00,  2.39it/s]
Epoch 0: |          | 9802/? [1:08:17<00:00,  2.39it/s]
Epoch 0: |          | 9802/? [1:08:17<00:00,  2.39it/s]
Epoch 0: |          | 9803/? [1:08:17<00:00,  2.39it/s]
Epoch 0: |          | 9803/? [1:08:17<00:00,  2.39it/s]
Epoch 0: |          | 9804/? [1:08:18<00:00,  2.39it/s]
Epoch 0: |          | 9804/? [1:08:18<00:00,  2.39it/s]
Epoch 0: |          | 9805/? [1:08:18<00:00,  2.39it/s]
Epoch 0: |          | 9805/? [1:08:18<00:00,  2.39it/s]
Epoch 0: |          | 9806/? [1:08:18<00:00,  2.39it/s]
Epoch 0: |          | 9806/? [1:08:18<00:00,  2.39it/s]
Epoch 0: |          | 9807/? [1:08:18<00:00,  2.39it/s]
Epoch 0: |          | 9807/? [1:08:18<00:00,  2.39it/s]
Epoch 0: |          | 9808/? [1:08:19<00:00,  2.39it/s]
Epoch 0: |          | 9808/? [1:08:19<00:00,  2.39it/s]
Epoch 0: |          | 9809/? [1:08:19<00:00,  2.39it/s]
Epoch 0: |          | 9809/? [1:08:19<00:00,  2.39it/s]
Epoch 0: |          | 9810/? [1:08:19<00:00,  2.39it/s]
Epoch 0: |          | 9810/? [1:08:19<00:00,  2.39it/s]
Epoch 0: |          | 9811/? [1:08:20<00:00,  2.39it/s]
Epoch 0: |          | 9811/? [1:08:20<00:00,  2.39it/s]
Epoch 0: |          | 9812/? [1:08:20<00:00,  2.39it/s]
Epoch 0: |          | 9812/? [1:08:20<00:00,  2.39it/s]
Epoch 0: |          | 9813/? [1:08:20<00:00,  2.39it/s]
Epoch 0: |          | 9813/? [1:08:20<00:00,  2.39it/s]
Epoch 0: |          | 9814/? [1:08:21<00:00,  2.39it/s]
Epoch 0: |          | 9814/? [1:08:21<00:00,  2.39it/s]
Epoch 0: |          | 9815/? [1:08:21<00:00,  2.39it/s]
Epoch 0: |          | 9815/? [1:08:21<00:00,  2.39it/s]
Epoch 0: |          | 9816/? [1:08:21<00:00,  2.39it/s]
Epoch 0: |          | 9816/? [1:08:21<00:00,  2.39it/s]
Epoch 0: |          | 9817/? [1:08:22<00:00,  2.39it/s]
Epoch 0: |          | 9817/? [1:08:22<00:00,  2.39it/s]
Epoch 0: |          | 9818/? [1:08:22<00:00,  2.39it/s]
Epoch 0: |          | 9818/? [1:08:22<00:00,  2.39it/s]
Epoch 0: |          | 9819/? [1:08:22<00:00,  2.39it/s]
Epoch 0: |          | 9819/? [1:08:22<00:00,  2.39it/s]
Epoch 0: |          | 9820/? [1:08:23<00:00,  2.39it/s]
Epoch 0: |          | 9820/? [1:08:23<00:00,  2.39it/s]
Epoch 0: |          | 9821/? [1:08:23<00:00,  2.39it/s]
Epoch 0: |          | 9821/? [1:08:23<00:00,  2.39it/s]
Epoch 0: |          | 9822/? [1:08:23<00:00,  2.39it/s]
Epoch 0: |          | 9822/? [1:08:23<00:00,  2.39it/s]
Epoch 0: |          | 9823/? [1:08:24<00:00,  2.39it/s]
Epoch 0: |          | 9823/? [1:08:24<00:00,  2.39it/s]
Epoch 0: |          | 9824/? [1:08:24<00:00,  2.39it/s]
Epoch 0: |          | 9824/? [1:08:24<00:00,  2.39it/s]
Epoch 0: |          | 9825/? [1:08:24<00:00,  2.39it/s]
Epoch 0: |          | 9825/? [1:08:24<00:00,  2.39it/s]
Epoch 0: |          | 9826/? [1:08:25<00:00,  2.39it/s]
Epoch 0: |          | 9826/? [1:08:25<00:00,  2.39it/s]
Epoch 0: |          | 9827/? [1:08:25<00:00,  2.39it/s]
Epoch 0: |          | 9827/? [1:08:25<00:00,  2.39it/s]
Epoch 0: |          | 9828/? [1:08:25<00:00,  2.39it/s]
Epoch 0: |          | 9828/? [1:08:25<00:00,  2.39it/s]
Epoch 0: |          | 9829/? [1:08:26<00:00,  2.39it/s]
Epoch 0: |          | 9829/? [1:08:26<00:00,  2.39it/s]
Epoch 0: |          | 9830/? [1:08:26<00:00,  2.39it/s]
Epoch 0: |          | 9830/? [1:08:26<00:00,  2.39it/s]
Epoch 0: |          | 9831/? [1:08:26<00:00,  2.39it/s]
Epoch 0: |          | 9831/? [1:08:26<00:00,  2.39it/s]
Epoch 0: |          | 9832/? [1:08:27<00:00,  2.39it/s]
Epoch 0: |          | 9832/? [1:08:27<00:00,  2.39it/s]
Epoch 0: |          | 9833/? [1:08:27<00:00,  2.39it/s]
Epoch 0: |          | 9833/? [1:08:27<00:00,  2.39it/s]
Epoch 0: |          | 9834/? [1:08:27<00:00,  2.39it/s]
Epoch 0: |          | 9834/? [1:08:27<00:00,  2.39it/s]
Epoch 0: |          | 9835/? [1:08:28<00:00,  2.39it/s]
Epoch 0: |          | 9835/? [1:08:28<00:00,  2.39it/s]
Epoch 0: |          | 9836/? [1:08:28<00:00,  2.39it/s]
Epoch 0: |          | 9836/? [1:08:28<00:00,  2.39it/s]
Epoch 0: |          | 9837/? [1:08:28<00:00,  2.39it/s]
Epoch 0: |          | 9837/? [1:08:28<00:00,  2.39it/s]
Epoch 0: |          | 9838/? [1:08:29<00:00,  2.39it/s]
Epoch 0: |          | 9838/? [1:08:29<00:00,  2.39it/s]
Epoch 0: |          | 9839/? [1:08:29<00:00,  2.39it/s]
Epoch 0: |          | 9839/? [1:08:29<00:00,  2.39it/s]
Epoch 0: |          | 9840/? [1:08:29<00:00,  2.39it/s]
Epoch 0: |          | 9840/? [1:08:29<00:00,  2.39it/s]
Epoch 0: |          | 9841/? [1:08:30<00:00,  2.39it/s]
Epoch 0: |          | 9841/? [1:08:30<00:00,  2.39it/s]
Epoch 0: |          | 9842/? [1:08:30<00:00,  2.39it/s]
Epoch 0: |          | 9842/? [1:08:30<00:00,  2.39it/s]
Epoch 0: |          | 9843/? [1:08:30<00:00,  2.39it/s]
Epoch 0: |          | 9843/? [1:08:30<00:00,  2.39it/s]
Epoch 0: |          | 9844/? [1:08:30<00:00,  2.39it/s]
Epoch 0: |          | 9844/? [1:08:30<00:00,  2.39it/s]
Epoch 0: |          | 9845/? [1:08:31<00:00,  2.39it/s]
Epoch 0: |          | 9845/? [1:08:31<00:00,  2.39it/s]
Epoch 0: |          | 9846/? [1:08:31<00:00,  2.39it/s]
Epoch 0: |          | 9846/? [1:08:31<00:00,  2.39it/s]
Epoch 0: |          | 9847/? [1:08:31<00:00,  2.39it/s]
Epoch 0: |          | 9847/? [1:08:31<00:00,  2.39it/s]
Epoch 0: |          | 9848/? [1:08:32<00:00,  2.39it/s]
Epoch 0: |          | 9848/? [1:08:32<00:00,  2.39it/s]
Epoch 0: |          | 9849/? [1:08:32<00:00,  2.39it/s]
Epoch 0: |          | 9849/? [1:08:32<00:00,  2.39it/s]
Epoch 0: |          | 9850/? [1:08:32<00:00,  2.39it/s]
Epoch 0: |          | 9850/? [1:08:32<00:00,  2.39it/s]
Epoch 0: |          | 9851/? [1:08:33<00:00,  2.39it/s]
Epoch 0: |          | 9851/? [1:08:33<00:00,  2.39it/s]
Epoch 0: |          | 9852/? [1:08:33<00:00,  2.40it/s]
Epoch 0: |          | 9852/? [1:08:33<00:00,  2.40it/s]
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Epoch 0: |          | 9879/? [1:08:42<00:00,  2.40it/s]
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Epoch 0: |          | 9880/? [1:08:42<00:00,  2.40it/s]
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Epoch 0: |          | 9881/? [1:08:42<00:00,  2.40it/s]
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Epoch 0: |          | 9882/? [1:08:43<00:00,  2.40it/s]
Epoch 0: |          | 9882/? [1:08:43<00:00,  2.40it/s]
Epoch 0: |          | 9883/? [1:08:43<00:00,  2.40it/s]
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Epoch 0: |          | 9884/? [1:08:43<00:00,  2.40it/s]
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Epoch 0: |          | 9885/? [1:08:44<00:00,  2.40it/s]
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Epoch 0: |          | 9886/? [1:08:44<00:00,  2.40it/s]
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Epoch 0: |          | 9887/? [1:08:44<00:00,  2.40it/s]
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Epoch 0: |          | 9888/? [1:08:45<00:00,  2.40it/s]
Epoch 0: |          | 9888/? [1:08:45<00:00,  2.40it/s]
Epoch 0: |          | 9889/? [1:08:45<00:00,  2.40it/s]
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Epoch 0: |          | 9891/? [1:08:46<00:00,  2.40it/s]
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Epoch 0: |          | 9892/? [1:08:46<00:00,  2.40it/s]
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Epoch 0: |          | 9893/? [1:08:46<00:00,  2.40it/s]
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Epoch 0: |          | 9894/? [1:08:47<00:00,  2.40it/s]
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Epoch 0: |          | 9895/? [1:08:47<00:00,  2.40it/s]
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Epoch 0: |          | 9896/? [1:08:47<00:00,  2.40it/s]
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Epoch 0: |          | 9897/? [1:08:48<00:00,  2.40it/s]
Epoch 0: |          | 9897/? [1:08:48<00:00,  2.40it/s]
Epoch 0: |          | 9898/? [1:08:48<00:00,  2.40it/s]
Epoch 0: |          | 9898/? [1:08:48<00:00,  2.40it/s]
Epoch 0: |          | 9899/? [1:08:48<00:00,  2.40it/s]
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Epoch 0: |          | 9900/? [1:08:49<00:00,  2.40it/s]
Epoch 0: |          | 9900/? [1:08:49<00:00,  2.40it/s]
Epoch 0: |          | 9901/? [1:08:49<00:00,  2.40it/s]
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Epoch 0: |          | 9902/? [1:08:49<00:00,  2.40it/s]
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Epoch 0: |          | 9903/? [1:08:50<00:00,  2.40it/s]
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Epoch 0: |          | 9904/? [1:08:50<00:00,  2.40it/s]
Epoch 0: |          | 9904/? [1:08:50<00:00,  2.40it/s]
Epoch 0: |          | 9905/? [1:08:50<00:00,  2.40it/s]
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Epoch 0: |          | 9906/? [1:08:51<00:00,  2.40it/s]
Epoch 0: |          | 9906/? [1:08:51<00:00,  2.40it/s]
Epoch 0: |          | 9907/? [1:08:51<00:00,  2.40it/s]
Epoch 0: |          | 9907/? [1:08:51<00:00,  2.40it/s]
Epoch 0: |          | 9908/? [1:08:51<00:00,  2.40it/s]
Epoch 0: |          | 9908/? [1:08:51<00:00,  2.40it/s]
Epoch 0: |          | 9909/? [1:08:52<00:00,  2.40it/s]
Epoch 0: |          | 9909/? [1:08:52<00:00,  2.40it/s]
Epoch 0: |          | 9910/? [1:08:52<00:00,  2.40it/s]
Epoch 0: |          | 9910/? [1:08:52<00:00,  2.40it/s]
Epoch 0: |          | 9911/? [1:08:52<00:00,  2.40it/s]
Epoch 0: |          | 9911/? [1:08:52<00:00,  2.40it/s]
Epoch 0: |          | 9912/? [1:08:53<00:00,  2.40it/s]
Epoch 0: |          | 9912/? [1:08:53<00:00,  2.40it/s]
Epoch 0: |          | 9913/? [1:08:53<00:00,  2.40it/s]
Epoch 0: |          | 9913/? [1:08:53<00:00,  2.40it/s]
Epoch 0: |          | 9914/? [1:08:53<00:00,  2.40it/s]
Epoch 0: |          | 9914/? [1:08:53<00:00,  2.40it/s]
Epoch 0: |          | 9915/? [1:08:54<00:00,  2.40it/s]
Epoch 0: |          | 9915/? [1:08:54<00:00,  2.40it/s]
Epoch 0: |          | 9916/? [1:08:54<00:00,  2.40it/s]
Epoch 0: |          | 9916/? [1:08:54<00:00,  2.40it/s]
Epoch 0: |          | 9917/? [1:08:54<00:00,  2.40it/s]
Epoch 0: |          | 9917/? [1:08:54<00:00,  2.40it/s]
Epoch 0: |          | 9918/? [1:08:55<00:00,  2.40it/s]
Epoch 0: |          | 9918/? [1:08:55<00:00,  2.40it/s]
Epoch 0: |          | 9919/? [1:08:55<00:00,  2.40it/s]
Epoch 0: |          | 9919/? [1:08:55<00:00,  2.40it/s]
Epoch 0: |          | 9920/? [1:08:55<00:00,  2.40it/s]
Epoch 0: |          | 9920/? [1:08:55<00:00,  2.40it/s]
Epoch 0: |          | 9921/? [1:08:55<00:00,  2.40it/s]
Epoch 0: |          | 9921/? [1:08:55<00:00,  2.40it/s]
Epoch 0: |          | 9922/? [1:08:56<00:00,  2.40it/s]
Epoch 0: |          | 9922/? [1:08:56<00:00,  2.40it/s]
Epoch 0: |          | 9923/? [1:08:56<00:00,  2.40it/s]
Epoch 0: |          | 9923/? [1:08:56<00:00,  2.40it/s]
Epoch 0: |          | 9924/? [1:08:56<00:00,  2.40it/s]
Epoch 0: |          | 9924/? [1:08:56<00:00,  2.40it/s]
Epoch 0: |          | 9925/? [1:08:57<00:00,  2.40it/s]
Epoch 0: |          | 9925/? [1:08:57<00:00,  2.40it/s]
Epoch 0: |          | 9926/? [1:08:57<00:00,  2.40it/s]
Epoch 0: |          | 9926/? [1:08:57<00:00,  2.40it/s]
Epoch 0: |          | 9927/? [1:08:57<00:00,  2.40it/s]
Epoch 0: |          | 9927/? [1:08:57<00:00,  2.40it/s]
Epoch 0: |          | 9928/? [1:08:58<00:00,  2.40it/s]
Epoch 0: |          | 9928/? [1:08:58<00:00,  2.40it/s]
Epoch 0: |          | 9929/? [1:08:58<00:00,  2.40it/s]
Epoch 0: |          | 9929/? [1:08:58<00:00,  2.40it/s]
Epoch 0: |          | 9930/? [1:08:58<00:00,  2.40it/s]
Epoch 0: |          | 9930/? [1:08:58<00:00,  2.40it/s]
Epoch 0: |          | 9931/? [1:08:59<00:00,  2.40it/s]
Epoch 0: |          | 9931/? [1:08:59<00:00,  2.40it/s]
Epoch 0: |          | 9932/? [1:08:59<00:00,  2.40it/s]
Epoch 0: |          | 9932/? [1:08:59<00:00,  2.40it/s]
Epoch 0: |          | 9933/? [1:08:59<00:00,  2.40it/s]
Epoch 0: |          | 9933/? [1:08:59<00:00,  2.40it/s]
Epoch 0: |          | 9934/? [1:09:00<00:00,  2.40it/s]
Epoch 0: |          | 9934/? [1:09:00<00:00,  2.40it/s]
Epoch 0: |          | 9935/? [1:09:00<00:00,  2.40it/s]
Epoch 0: |          | 9935/? [1:09:00<00:00,  2.40it/s]
Epoch 0: |          | 9936/? [1:09:00<00:00,  2.40it/s]
Epoch 0: |          | 9936/? [1:09:00<00:00,  2.40it/s]
Epoch 0: |          | 9937/? [1:09:01<00:00,  2.40it/s]
Epoch 0: |          | 9937/? [1:09:01<00:00,  2.40it/s]
Epoch 0: |          | 9938/? [1:09:01<00:00,  2.40it/s]
Epoch 0: |          | 9938/? [1:09:01<00:00,  2.40it/s]
Epoch 0: |          | 9939/? [1:09:01<00:00,  2.40it/s]
Epoch 0: |          | 9939/? [1:09:01<00:00,  2.40it/s]
Epoch 0: |          | 9940/? [1:09:02<00:00,  2.40it/s]
Epoch 0: |          | 9940/? [1:09:02<00:00,  2.40it/s]
Epoch 0: |          | 9941/? [1:09:02<00:00,  2.40it/s]
Epoch 0: |          | 9941/? [1:09:02<00:00,  2.40it/s]
Epoch 0: |          | 9942/? [1:09:02<00:00,  2.40it/s]
Epoch 0: |          | 9942/? [1:09:02<00:00,  2.40it/s]
Epoch 0: |          | 9943/? [1:09:03<00:00,  2.40it/s]
Epoch 0: |          | 9943/? [1:09:03<00:00,  2.40it/s]
Epoch 0: |          | 9944/? [1:09:03<00:00,  2.40it/s]
Epoch 0: |          | 9944/? [1:09:03<00:00,  2.40it/s]
Epoch 0: |          | 9945/? [1:09:03<00:00,  2.40it/s]
Epoch 0: |          | 9945/? [1:09:03<00:00,  2.40it/s]
Epoch 0: |          | 9946/? [1:09:04<00:00,  2.40it/s]
Epoch 0: |          | 9946/? [1:09:04<00:00,  2.40it/s]
Epoch 0: |          | 9947/? [1:09:04<00:00,  2.40it/s]
Epoch 0: |          | 9947/? [1:09:04<00:00,  2.40it/s]
Epoch 0: |          | 9948/? [1:09:04<00:00,  2.40it/s]
Epoch 0: |          | 9948/? [1:09:04<00:00,  2.40it/s]
Epoch 0: |          | 9949/? [1:09:04<00:00,  2.40it/s]
Epoch 0: |          | 9949/? [1:09:04<00:00,  2.40it/s]
Epoch 0: |          | 9950/? [1:09:05<00:00,  2.40it/s]
Epoch 0: |          | 9950/? [1:09:05<00:00,  2.40it/s]
Epoch 0: |          | 9951/? [1:09:05<00:00,  2.40it/s]
Epoch 0: |          | 9951/? [1:09:05<00:00,  2.40it/s]
Epoch 0: |          | 9952/? [1:09:05<00:00,  2.40it/s]
Epoch 0: |          | 9952/? [1:09:05<00:00,  2.40it/s]
Epoch 0: |          | 9953/? [1:09:06<00:00,  2.40it/s]
Epoch 0: |          | 9953/? [1:09:06<00:00,  2.40it/s]
Epoch 0: |          | 9954/? [1:09:06<00:00,  2.40it/s]
Epoch 0: |          | 9954/? [1:09:06<00:00,  2.40it/s]
Epoch 0: |          | 9955/? [1:09:06<00:00,  2.40it/s]
Epoch 0: |          | 9955/? [1:09:06<00:00,  2.40it/s]
Epoch 0: |          | 9956/? [1:09:07<00:00,  2.40it/s]
Epoch 0: |          | 9956/? [1:09:07<00:00,  2.40it/s]
Epoch 0: |          | 9957/? [1:09:07<00:00,  2.40it/s]
Epoch 0: |          | 9957/? [1:09:07<00:00,  2.40it/s]
Epoch 0: |          | 9958/? [1:09:07<00:00,  2.40it/s]
Epoch 0: |          | 9958/? [1:09:07<00:00,  2.40it/s]
Epoch 0: |          | 9959/? [1:09:08<00:00,  2.40it/s]
Epoch 0: |          | 9959/? [1:09:08<00:00,  2.40it/s]
Epoch 0: |          | 9960/? [1:09:08<00:00,  2.40it/s]
Epoch 0: |          | 9960/? [1:09:08<00:00,  2.40it/s]
Epoch 0: |          | 9961/? [1:09:08<00:00,  2.40it/s]
Epoch 0: |          | 9961/? [1:09:08<00:00,  2.40it/s]
Epoch 0: |          | 9962/? [1:09:09<00:00,  2.40it/s]
Epoch 0: |          | 9962/? [1:09:09<00:00,  2.40it/s]
Epoch 0: |          | 9963/? [1:09:09<00:00,  2.40it/s]
Epoch 0: |          | 9963/? [1:09:09<00:00,  2.40it/s]
Epoch 0: |          | 9964/? [1:09:09<00:00,  2.40it/s]
Epoch 0: |          | 9964/? [1:09:09<00:00,  2.40it/s]
Epoch 0: |          | 9965/? [1:09:10<00:00,  2.40it/s]
Epoch 0: |          | 9965/? [1:09:10<00:00,  2.40it/s]
Epoch 0: |          | 9966/? [1:09:10<00:00,  2.40it/s]
Epoch 0: |          | 9966/? [1:09:10<00:00,  2.40it/s]
Epoch 0: |          | 9967/? [1:09:10<00:00,  2.40it/s]
Epoch 0: |          | 9967/? [1:09:10<00:00,  2.40it/s]
Epoch 0: |          | 9968/? [1:09:10<00:00,  2.40it/s]
Epoch 0: |          | 9968/? [1:09:10<00:00,  2.40it/s]
Epoch 0: |          | 9969/? [1:09:11<00:00,  2.40it/s]
Epoch 0: |          | 9969/? [1:09:11<00:00,  2.40it/s]
Epoch 0: |          | 9970/? [1:09:11<00:00,  2.40it/s]
Epoch 0: |          | 9970/? [1:09:11<00:00,  2.40it/s]
Epoch 0: |          | 9971/? [1:09:11<00:00,  2.40it/s]
Epoch 0: |          | 9971/? [1:09:11<00:00,  2.40it/s]
Epoch 0: |          | 9972/? [1:09:12<00:00,  2.40it/s]
Epoch 0: |          | 9972/? [1:09:12<00:00,  2.40it/s]
Epoch 0: |          | 9973/? [1:09:12<00:00,  2.40it/s]
Epoch 0: |          | 9973/? [1:09:12<00:00,  2.40it/s]
Epoch 0: |          | 9974/? [1:09:12<00:00,  2.40it/s]
Epoch 0: |          | 9974/? [1:09:12<00:00,  2.40it/s]
Epoch 0: |          | 9975/? [1:09:13<00:00,  2.40it/s]
Epoch 0: |          | 9975/? [1:09:13<00:00,  2.40it/s]
Epoch 0: |          | 9976/? [1:09:13<00:00,  2.40it/s]
Epoch 0: |          | 9976/? [1:09:13<00:00,  2.40it/s]
Epoch 0: |          | 9977/? [1:09:13<00:00,  2.40it/s]
Epoch 0: |          | 9977/? [1:09:13<00:00,  2.40it/s]
Epoch 0: |          | 9978/? [1:09:14<00:00,  2.40it/s]
Epoch 0: |          | 9978/? [1:09:14<00:00,  2.40it/s]
Epoch 0: |          | 9979/? [1:09:14<00:00,  2.40it/s]
Epoch 0: |          | 9979/? [1:09:14<00:00,  2.40it/s]
Epoch 0: |          | 9980/? [1:09:14<00:00,  2.40it/s]
Epoch 0: |          | 9980/? [1:09:14<00:00,  2.40it/s]
Epoch 0: |          | 9981/? [1:09:15<00:00,  2.40it/s]
Epoch 0: |          | 9981/? [1:09:15<00:00,  2.40it/s]
Epoch 0: |          | 9982/? [1:09:15<00:00,  2.40it/s]
Epoch 0: |          | 9982/? [1:09:15<00:00,  2.40it/s]
Epoch 0: |          | 9983/? [1:09:15<00:00,  2.40it/s]
Epoch 0: |          | 9983/? [1:09:15<00:00,  2.40it/s]
Epoch 0: |          | 9984/? [1:09:16<00:00,  2.40it/s]
Epoch 0: |          | 9984/? [1:09:16<00:00,  2.40it/s]
Epoch 0: |          | 9985/? [1:09:16<00:00,  2.40it/s]
Epoch 0: |          | 9985/? [1:09:16<00:00,  2.40it/s]
Epoch 0: |          | 9986/? [1:09:16<00:00,  2.40it/s]
Epoch 0: |          | 9986/? [1:09:16<00:00,  2.40it/s]
Epoch 0: |          | 9987/? [1:09:17<00:00,  2.40it/s]
Epoch 0: |          | 9987/? [1:09:17<00:00,  2.40it/s]
Epoch 0: |          | 9988/? [1:09:17<00:00,  2.40it/s]
Epoch 0: |          | 9988/? [1:09:17<00:00,  2.40it/s]
Epoch 0: |          | 9989/? [1:09:17<00:00,  2.40it/s]
Epoch 0: |          | 9989/? [1:09:17<00:00,  2.40it/s]
Epoch 0: |          | 9990/? [1:09:18<00:00,  2.40it/s]
Epoch 0: |          | 9990/? [1:09:18<00:00,  2.40it/s]
Epoch 0: |          | 9991/? [1:09:18<00:00,  2.40it/s]
Epoch 0: |          | 9991/? [1:09:18<00:00,  2.40it/s]
Epoch 0: |          | 9992/? [1:09:18<00:00,  2.40it/s]
Epoch 0: |          | 9992/? [1:09:18<00:00,  2.40it/s]
Epoch 0: |          | 9993/? [1:09:18<00:00,  2.40it/s]
Epoch 0: |          | 9993/? [1:09:18<00:00,  2.40it/s]
Epoch 0: |          | 9994/? [1:09:19<00:00,  2.40it/s]
Epoch 0: |          | 9994/? [1:09:19<00:00,  2.40it/s]
Epoch 0: |          | 9995/? [1:09:19<00:00,  2.40it/s]
Epoch 0: |          | 9995/? [1:09:19<00:00,  2.40it/s]
Epoch 0: |          | 9996/? [1:09:19<00:00,  2.40it/s]
Epoch 0: |          | 9996/? [1:09:19<00:00,  2.40it/s]
Epoch 0: |          | 9997/? [1:09:20<00:00,  2.40it/s]
Epoch 0: |          | 9997/? [1:09:20<00:00,  2.40it/s]
Epoch 0: |          | 9998/? [1:09:20<00:00,  2.40it/s]
Epoch 0: |          | 9998/? [1:09:20<00:00,  2.40it/s]
Epoch 0: |          | 9999/? [1:09:20<00:00,  2.40it/s]
Epoch 0: |          | 9999/? [1:09:20<00:00,  2.40it/s]
Epoch 0: |          | 10000/? [1:09:21<00:00,  2.40it/s]
Epoch 0: |          | 10000/? [1:09:21<00:00,  2.40it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.79it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.43it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.23it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.02it/s]

Epoch 0: |          | 10000/? [1:09:21<00:00,  2.40it/s]
Epoch 0: |          | 10001/? [1:09:22<00:00,  2.40it/s]
Epoch 0: |          | 10001/? [1:09:22<00:00,  2.40it/s]
Epoch 0: |          | 10002/? [1:09:22<00:00,  2.40it/s]
Epoch 0: |          | 10002/? [1:09:22<00:00,  2.40it/s]
Epoch 0: |          | 10003/? [1:09:22<00:00,  2.40it/s]
Epoch 0: |          | 10003/? [1:09:22<00:00,  2.40it/s]
Epoch 0: |          | 10004/? [1:09:23<00:00,  2.40it/s]
Epoch 0: |          | 10004/? [1:09:23<00:00,  2.40it/s]
Epoch 0: |          | 10005/? [1:09:23<00:00,  2.40it/s]
Epoch 0: |          | 10005/? [1:09:23<00:00,  2.40it/s]
Epoch 0: |          | 10006/? [1:09:24<00:00,  2.40it/s]
Epoch 0: |          | 10006/? [1:09:24<00:00,  2.40it/s]
Epoch 0: |          | 10007/? [1:09:24<00:00,  2.40it/s]
Epoch 0: |          | 10007/? [1:09:24<00:00,  2.40it/s]
Epoch 0: |          | 10008/? [1:09:24<00:00,  2.40it/s]
Epoch 0: |          | 10008/? [1:09:24<00:00,  2.40it/s]
Epoch 0: |          | 10009/? [1:09:25<00:00,  2.40it/s]
Epoch 0: |          | 10009/? [1:09:25<00:00,  2.40it/s]
Epoch 0: |          | 10010/? [1:09:25<00:00,  2.40it/s]
Epoch 0: |          | 10010/? [1:09:25<00:00,  2.40it/s]
Epoch 0: |          | 10011/? [1:09:26<00:00,  2.40it/s]
Epoch 0: |          | 10011/? [1:09:26<00:00,  2.40it/s]
Epoch 0: |          | 10012/? [1:09:26<00:00,  2.40it/s]
Epoch 0: |          | 10012/? [1:09:26<00:00,  2.40it/s]
Epoch 0: |          | 10013/? [1:09:26<00:00,  2.40it/s]
Epoch 0: |          | 10013/? [1:09:26<00:00,  2.40it/s]
Epoch 0: |          | 10014/? [1:09:27<00:00,  2.40it/s]
Epoch 0: |          | 10014/? [1:09:27<00:00,  2.40it/s]
Epoch 0: |          | 10015/? [1:09:27<00:00,  2.40it/s]
Epoch 0: |          | 10015/? [1:09:27<00:00,  2.40it/s]
Epoch 0: |          | 10016/? [1:09:28<00:00,  2.40it/s]
Epoch 0: |          | 10016/? [1:09:28<00:00,  2.40it/s]
Epoch 0: |          | 10017/? [1:09:28<00:00,  2.40it/s]
Epoch 0: |          | 10017/? [1:09:28<00:00,  2.40it/s]
Epoch 0: |          | 10018/? [1:09:28<00:00,  2.40it/s]
Epoch 0: |          | 10018/? [1:09:28<00:00,  2.40it/s]
Epoch 0: |          | 10019/? [1:09:29<00:00,  2.40it/s]
Epoch 0: |          | 10019/? [1:09:29<00:00,  2.40it/s]
Epoch 0: |          | 10020/? [1:09:29<00:00,  2.40it/s]
Epoch 0: |          | 10020/? [1:09:29<00:00,  2.40it/s]
Epoch 0: |          | 10021/? [1:09:30<00:00,  2.40it/s]
Epoch 0: |          | 10021/? [1:09:30<00:00,  2.40it/s]
Epoch 0: |          | 10022/? [1:09:30<00:00,  2.40it/s]
Epoch 0: |          | 10022/? [1:09:30<00:00,  2.40it/s]
Epoch 0: |          | 10023/? [1:09:30<00:00,  2.40it/s]
Epoch 0: |          | 10023/? [1:09:30<00:00,  2.40it/s]
Epoch 0: |          | 10024/? [1:09:31<00:00,  2.40it/s]
Epoch 0: |          | 10024/? [1:09:31<00:00,  2.40it/s]
Epoch 0: |          | 10025/? [1:09:31<00:00,  2.40it/s]
Epoch 0: |          | 10025/? [1:09:31<00:00,  2.40it/s]
Epoch 0: |          | 10026/? [1:09:32<00:00,  2.40it/s]
Epoch 0: |          | 10026/? [1:09:32<00:00,  2.40it/s]
Epoch 0: |          | 10027/? [1:09:32<00:00,  2.40it/s]
Epoch 0: |          | 10027/? [1:09:32<00:00,  2.40it/s]
Epoch 0: |          | 10028/? [1:09:33<00:00,  2.40it/s]
Epoch 0: |          | 10028/? [1:09:33<00:00,  2.40it/s]
Epoch 0: |          | 10029/? [1:09:33<00:00,  2.40it/s]
Epoch 0: |          | 10029/? [1:09:33<00:00,  2.40it/s]
Epoch 0: |          | 10030/? [1:09:34<00:00,  2.40it/s]
Epoch 0: |          | 10030/? [1:09:34<00:00,  2.40it/s]
Epoch 0: |          | 10031/? [1:09:34<00:00,  2.40it/s]
Epoch 0: |          | 10031/? [1:09:34<00:00,  2.40it/s]
Epoch 0: |          | 10032/? [1:09:34<00:00,  2.40it/s]
Epoch 0: |          | 10032/? [1:09:34<00:00,  2.40it/s]
Epoch 0: |          | 10033/? [1:09:35<00:00,  2.40it/s]
Epoch 0: |          | 10033/? [1:09:35<00:00,  2.40it/s]
Epoch 0: |          | 10034/? [1:09:35<00:00,  2.40it/s]
Epoch 0: |          | 10034/? [1:09:35<00:00,  2.40it/s]
Epoch 0: |          | 10035/? [1:09:36<00:00,  2.40it/s]
Epoch 0: |          | 10035/? [1:09:36<00:00,  2.40it/s]
Epoch 0: |          | 10036/? [1:09:36<00:00,  2.40it/s]
Epoch 0: |          | 10036/? [1:09:36<00:00,  2.40it/s]
Epoch 0: |          | 10037/? [1:09:37<00:00,  2.40it/s]
Epoch 0: |          | 10037/? [1:09:37<00:00,  2.40it/s]
Epoch 0: |          | 10038/? [1:09:37<00:00,  2.40it/s]
Epoch 0: |          | 10038/? [1:09:37<00:00,  2.40it/s]
Epoch 0: |          | 10039/? [1:09:38<00:00,  2.40it/s]
Epoch 0: |          | 10039/? [1:09:38<00:00,  2.40it/s]
Epoch 0: |          | 10040/? [1:09:38<00:00,  2.40it/s]
Epoch 0: |          | 10040/? [1:09:38<00:00,  2.40it/s]
Epoch 0: |          | 10041/? [1:09:38<00:00,  2.40it/s]
Epoch 0: |          | 10041/? [1:09:38<00:00,  2.40it/s]
Epoch 0: |          | 10042/? [1:09:39<00:00,  2.40it/s]
Epoch 0: |          | 10042/? [1:09:39<00:00,  2.40it/s]
Epoch 0: |          | 10043/? [1:09:39<00:00,  2.40it/s]
Epoch 0: |          | 10043/? [1:09:39<00:00,  2.40it/s]
Epoch 0: |          | 10044/? [1:09:40<00:00,  2.40it/s]
Epoch 0: |          | 10044/? [1:09:40<00:00,  2.40it/s]
Epoch 0: |          | 10045/? [1:09:40<00:00,  2.40it/s]
Epoch 0: |          | 10045/? [1:09:40<00:00,  2.40it/s]
Epoch 0: |          | 10046/? [1:09:40<00:00,  2.40it/s]
Epoch 0: |          | 10046/? [1:09:40<00:00,  2.40it/s]
Epoch 0: |          | 10047/? [1:09:41<00:00,  2.40it/s]
Epoch 0: |          | 10047/? [1:09:41<00:00,  2.40it/s]
Epoch 0: |          | 10048/? [1:09:41<00:00,  2.40it/s]
Epoch 0: |          | 10048/? [1:09:41<00:00,  2.40it/s]
Epoch 0: |          | 10049/? [1:09:42<00:00,  2.40it/s]
Epoch 0: |          | 10049/? [1:09:42<00:00,  2.40it/s]
Epoch 0: |          | 10050/? [1:09:42<00:00,  2.40it/s]
Epoch 0: |          | 10050/? [1:09:42<00:00,  2.40it/s]
Epoch 0: |          | 10051/? [1:09:43<00:00,  2.40it/s]
Epoch 0: |          | 10051/? [1:09:43<00:00,  2.40it/s]
Epoch 0: |          | 10052/? [1:09:43<00:00,  2.40it/s]
Epoch 0: |          | 10052/? [1:09:43<00:00,  2.40it/s]
Epoch 0: |          | 10053/? [1:09:43<00:00,  2.40it/s]
Epoch 0: |          | 10053/? [1:09:43<00:00,  2.40it/s]
Epoch 0: |          | 10054/? [1:09:44<00:00,  2.40it/s]
Epoch 0: |          | 10054/? [1:09:44<00:00,  2.40it/s]
Epoch 0: |          | 10055/? [1:09:44<00:00,  2.40it/s]
Epoch 0: |          | 10055/? [1:09:44<00:00,  2.40it/s]
Epoch 0: |          | 10056/? [1:09:45<00:00,  2.40it/s]
Epoch 0: |          | 10056/? [1:09:45<00:00,  2.40it/s]
Epoch 0: |          | 10057/? [1:09:45<00:00,  2.40it/s]
Epoch 0: |          | 10057/? [1:09:45<00:00,  2.40it/s]
Epoch 0: |          | 10058/? [1:09:45<00:00,  2.40it/s]
Epoch 0: |          | 10058/? [1:09:45<00:00,  2.40it/s]
Epoch 0: |          | 10059/? [1:09:46<00:00,  2.40it/s]
Epoch 0: |          | 10059/? [1:09:46<00:00,  2.40it/s]
Epoch 0: |          | 10060/? [1:09:46<00:00,  2.40it/s]
Epoch 0: |          | 10060/? [1:09:46<00:00,  2.40it/s]
Epoch 0: |          | 10061/? [1:09:47<00:00,  2.40it/s]
Epoch 0: |          | 10061/? [1:09:47<00:00,  2.40it/s]
Epoch 0: |          | 10062/? [1:09:47<00:00,  2.40it/s]
Epoch 0: |          | 10062/? [1:09:47<00:00,  2.40it/s]
Epoch 0: |          | 10063/? [1:09:47<00:00,  2.40it/s]
Epoch 0: |          | 10063/? [1:09:47<00:00,  2.40it/s]
Epoch 0: |          | 10064/? [1:09:48<00:00,  2.40it/s]
Epoch 0: |          | 10064/? [1:09:48<00:00,  2.40it/s]
Epoch 0: |          | 10065/? [1:09:48<00:00,  2.40it/s]
Epoch 0: |          | 10065/? [1:09:48<00:00,  2.40it/s]
Epoch 0: |          | 10066/? [1:09:49<00:00,  2.40it/s]
Epoch 0: |          | 10066/? [1:09:49<00:00,  2.40it/s]
Epoch 0: |          | 10067/? [1:09:49<00:00,  2.40it/s]
Epoch 0: |          | 10067/? [1:09:49<00:00,  2.40it/s]
Epoch 0: |          | 10068/? [1:09:49<00:00,  2.40it/s]
Epoch 0: |          | 10068/? [1:09:49<00:00,  2.40it/s]
Epoch 0: |          | 10069/? [1:09:50<00:00,  2.40it/s]
Epoch 0: |          | 10069/? [1:09:50<00:00,  2.40it/s]
Epoch 0: |          | 10070/? [1:09:50<00:00,  2.40it/s]
Epoch 0: |          | 10070/? [1:09:50<00:00,  2.40it/s]
Epoch 0: |          | 10071/? [1:09:51<00:00,  2.40it/s]
Epoch 0: |          | 10071/? [1:09:51<00:00,  2.40it/s]
Epoch 0: |          | 10072/? [1:09:51<00:00,  2.40it/s]
Epoch 0: |          | 10072/? [1:09:51<00:00,  2.40it/s]
Epoch 0: |          | 10073/? [1:09:52<00:00,  2.40it/s]
Epoch 0: |          | 10073/? [1:09:52<00:00,  2.40it/s]
Epoch 0: |          | 10074/? [1:09:52<00:00,  2.40it/s]
Epoch 0: |          | 10074/? [1:09:52<00:00,  2.40it/s]
Epoch 0: |          | 10075/? [1:09:52<00:00,  2.40it/s]
Epoch 0: |          | 10075/? [1:09:52<00:00,  2.40it/s]
Epoch 0: |          | 10076/? [1:09:53<00:00,  2.40it/s]
Epoch 0: |          | 10076/? [1:09:53<00:00,  2.40it/s]
Epoch 0: |          | 10077/? [1:09:53<00:00,  2.40it/s]
Epoch 0: |          | 10077/? [1:09:53<00:00,  2.40it/s]
Epoch 0: |          | 10078/? [1:09:54<00:00,  2.40it/s]
Epoch 0: |          | 10078/? [1:09:54<00:00,  2.40it/s]
Epoch 0: |          | 10079/? [1:09:54<00:00,  2.40it/s]
Epoch 0: |          | 10079/? [1:09:54<00:00,  2.40it/s]
Epoch 0: |          | 10080/? [1:09:54<00:00,  2.40it/s]
Epoch 0: |          | 10080/? [1:09:54<00:00,  2.40it/s]
Epoch 0: |          | 10081/? [1:09:55<00:00,  2.40it/s]
Epoch 0: |          | 10081/? [1:09:55<00:00,  2.40it/s]
Epoch 0: |          | 10082/? [1:09:55<00:00,  2.40it/s]
Epoch 0: |          | 10082/? [1:09:55<00:00,  2.40it/s]
Epoch 0: |          | 10083/? [1:09:56<00:00,  2.40it/s]
Epoch 0: |          | 10083/? [1:09:56<00:00,  2.40it/s]
Epoch 0: |          | 10084/? [1:09:56<00:00,  2.40it/s]
Epoch 0: |          | 10084/? [1:09:56<00:00,  2.40it/s]
Epoch 0: |          | 10085/? [1:09:57<00:00,  2.40it/s]
Epoch 0: |          | 10085/? [1:09:57<00:00,  2.40it/s]
Epoch 0: |          | 10086/? [1:09:57<00:00,  2.40it/s]
Epoch 0: |          | 10086/? [1:09:57<00:00,  2.40it/s]
Epoch 0: |          | 10087/? [1:09:58<00:00,  2.40it/s]
Epoch 0: |          | 10087/? [1:09:58<00:00,  2.40it/s]
Epoch 0: |          | 10088/? [1:09:58<00:00,  2.40it/s]
Epoch 0: |          | 10088/? [1:09:58<00:00,  2.40it/s]
Epoch 0: |          | 10089/? [1:09:58<00:00,  2.40it/s]
Epoch 0: |          | 10089/? [1:09:58<00:00,  2.40it/s]
Epoch 0: |          | 10090/? [1:09:59<00:00,  2.40it/s]
Epoch 0: |          | 10090/? [1:09:59<00:00,  2.40it/s]
Epoch 0: |          | 10091/? [1:09:59<00:00,  2.40it/s]
Epoch 0: |          | 10091/? [1:09:59<00:00,  2.40it/s]
Epoch 0: |          | 10092/? [1:10:00<00:00,  2.40it/s]
Epoch 0: |          | 10092/? [1:10:00<00:00,  2.40it/s]
Epoch 0: |          | 10093/? [1:10:00<00:00,  2.40it/s]
Epoch 0: |          | 10093/? [1:10:00<00:00,  2.40it/s]
Epoch 0: |          | 10094/? [1:10:00<00:00,  2.40it/s]
Epoch 0: |          | 10094/? [1:10:00<00:00,  2.40it/s]
Epoch 0: |          | 10095/? [1:10:01<00:00,  2.40it/s]
Epoch 0: |          | 10095/? [1:10:01<00:00,  2.40it/s]
Epoch 0: |          | 10096/? [1:10:01<00:00,  2.40it/s]
Epoch 0: |          | 10096/? [1:10:01<00:00,  2.40it/s]
Epoch 0: |          | 10097/? [1:10:02<00:00,  2.40it/s]
Epoch 0: |          | 10097/? [1:10:02<00:00,  2.40it/s]
Epoch 0: |          | 10098/? [1:10:02<00:00,  2.40it/s]
Epoch 0: |          | 10098/? [1:10:02<00:00,  2.40it/s]
Epoch 0: |          | 10099/? [1:10:02<00:00,  2.40it/s]
Epoch 0: |          | 10099/? [1:10:02<00:00,  2.40it/s]
Epoch 0: |          | 10100/? [1:10:03<00:00,  2.40it/s]
Epoch 0: |          | 10100/? [1:10:03<00:00,  2.40it/s]
Epoch 0: |          | 10101/? [1:10:03<00:00,  2.40it/s]
Epoch 0: |          | 10101/? [1:10:03<00:00,  2.40it/s]
Epoch 0: |          | 10102/? [1:10:04<00:00,  2.40it/s]
Epoch 0: |          | 10102/? [1:10:04<00:00,  2.40it/s]
Epoch 0: |          | 10103/? [1:10:04<00:00,  2.40it/s]
Epoch 0: |          | 10103/? [1:10:04<00:00,  2.40it/s]
Epoch 0: |          | 10104/? [1:10:05<00:00,  2.40it/s]
Epoch 0: |          | 10104/? [1:10:05<00:00,  2.40it/s]
Epoch 0: |          | 10105/? [1:10:05<00:00,  2.40it/s]
Epoch 0: |          | 10105/? [1:10:05<00:00,  2.40it/s]
Epoch 0: |          | 10106/? [1:10:05<00:00,  2.40it/s]
Epoch 0: |          | 10106/? [1:10:05<00:00,  2.40it/s]
Epoch 0: |          | 10107/? [1:10:06<00:00,  2.40it/s]
Epoch 0: |          | 10107/? [1:10:06<00:00,  2.40it/s]
Epoch 0: |          | 10108/? [1:10:06<00:00,  2.40it/s]
Epoch 0: |          | 10108/? [1:10:06<00:00,  2.40it/s]
Epoch 0: |          | 10109/? [1:10:07<00:00,  2.40it/s]
Epoch 0: |          | 10109/? [1:10:07<00:00,  2.40it/s]
Epoch 0: |          | 10110/? [1:10:07<00:00,  2.40it/s]
Epoch 0: |          | 10110/? [1:10:07<00:00,  2.40it/s]
Epoch 0: |          | 10111/? [1:10:07<00:00,  2.40it/s]
Epoch 0: |          | 10111/? [1:10:07<00:00,  2.40it/s]
Epoch 0: |          | 10112/? [1:10:08<00:00,  2.40it/s]
Epoch 0: |          | 10112/? [1:10:08<00:00,  2.40it/s]
Epoch 0: |          | 10113/? [1:10:08<00:00,  2.40it/s]
Epoch 0: |          | 10113/? [1:10:08<00:00,  2.40it/s]
Epoch 0: |          | 10114/? [1:10:09<00:00,  2.40it/s]
Epoch 0: |          | 10114/? [1:10:09<00:00,  2.40it/s]
Epoch 0: |          | 10115/? [1:10:09<00:00,  2.40it/s]
Epoch 0: |          | 10115/? [1:10:09<00:00,  2.40it/s]
Epoch 0: |          | 10116/? [1:10:09<00:00,  2.40it/s]
Epoch 0: |          | 10116/? [1:10:09<00:00,  2.40it/s]
Epoch 0: |          | 10117/? [1:10:10<00:00,  2.40it/s]
Epoch 0: |          | 10117/? [1:10:10<00:00,  2.40it/s]
Epoch 0: |          | 10118/? [1:10:10<00:00,  2.40it/s]
Epoch 0: |          | 10118/? [1:10:10<00:00,  2.40it/s]
Epoch 0: |          | 10119/? [1:10:11<00:00,  2.40it/s]
Epoch 0: |          | 10119/? [1:10:11<00:00,  2.40it/s]
Epoch 0: |          | 10120/? [1:10:11<00:00,  2.40it/s]
Epoch 0: |          | 10120/? [1:10:11<00:00,  2.40it/s]
Epoch 0: |          | 10121/? [1:10:12<00:00,  2.40it/s]
Epoch 0: |          | 10121/? [1:10:12<00:00,  2.40it/s]
Epoch 0: |          | 10122/? [1:10:12<00:00,  2.40it/s]
Epoch 0: |          | 10122/? [1:10:12<00:00,  2.40it/s]
Epoch 0: |          | 10123/? [1:10:12<00:00,  2.40it/s]
Epoch 0: |          | 10123/? [1:10:12<00:00,  2.40it/s]
Epoch 0: |          | 10124/? [1:10:13<00:00,  2.40it/s]
Epoch 0: |          | 10124/? [1:10:13<00:00,  2.40it/s]
Epoch 0: |          | 10125/? [1:10:13<00:00,  2.40it/s]
Epoch 0: |          | 10125/? [1:10:13<00:00,  2.40it/s]
Epoch 0: |          | 10126/? [1:10:14<00:00,  2.40it/s]
Epoch 0: |          | 10126/? [1:10:14<00:00,  2.40it/s]
Epoch 0: |          | 10127/? [1:10:14<00:00,  2.40it/s]
Epoch 0: |          | 10127/? [1:10:14<00:00,  2.40it/s]
Epoch 0: |          | 10128/? [1:10:15<00:00,  2.40it/s]
Epoch 0: |          | 10128/? [1:10:15<00:00,  2.40it/s]
Epoch 0: |          | 10129/? [1:10:15<00:00,  2.40it/s]
Epoch 0: |          | 10129/? [1:10:15<00:00,  2.40it/s]
Epoch 0: |          | 10130/? [1:10:15<00:00,  2.40it/s]
Epoch 0: |          | 10130/? [1:10:15<00:00,  2.40it/s]
Epoch 0: |          | 10131/? [1:10:16<00:00,  2.40it/s]
Epoch 0: |          | 10131/? [1:10:16<00:00,  2.40it/s]
Epoch 0: |          | 10132/? [1:10:16<00:00,  2.40it/s]
Epoch 0: |          | 10132/? [1:10:16<00:00,  2.40it/s]
Epoch 0: |          | 10133/? [1:10:17<00:00,  2.40it/s]
Epoch 0: |          | 10133/? [1:10:17<00:00,  2.40it/s]
Epoch 0: |          | 10134/? [1:10:17<00:00,  2.40it/s]
Epoch 0: |          | 10134/? [1:10:17<00:00,  2.40it/s]
Epoch 0: |          | 10135/? [1:10:17<00:00,  2.40it/s]
Epoch 0: |          | 10135/? [1:10:17<00:00,  2.40it/s]
Epoch 0: |          | 10136/? [1:10:18<00:00,  2.40it/s]
Epoch 0: |          | 10136/? [1:10:18<00:00,  2.40it/s]
Epoch 0: |          | 10137/? [1:10:18<00:00,  2.40it/s]
Epoch 0: |          | 10137/? [1:10:18<00:00,  2.40it/s]
Epoch 0: |          | 10138/? [1:10:19<00:00,  2.40it/s]
Epoch 0: |          | 10138/? [1:10:19<00:00,  2.40it/s]
Epoch 0: |          | 10139/? [1:10:19<00:00,  2.40it/s]
Epoch 0: |          | 10139/? [1:10:19<00:00,  2.40it/s]
Epoch 0: |          | 10140/? [1:10:19<00:00,  2.40it/s]
Epoch 0: |          | 10140/? [1:10:19<00:00,  2.40it/s]
Epoch 0: |          | 10141/? [1:10:20<00:00,  2.40it/s]
Epoch 0: |          | 10141/? [1:10:20<00:00,  2.40it/s]
Epoch 0: |          | 10142/? [1:10:20<00:00,  2.40it/s]
Epoch 0: |          | 10142/? [1:10:20<00:00,  2.40it/s]
Epoch 0: |          | 10143/? [1:10:21<00:00,  2.40it/s]
Epoch 0: |          | 10143/? [1:10:21<00:00,  2.40it/s]
Epoch 0: |          | 10144/? [1:10:21<00:00,  2.40it/s]
Epoch 0: |          | 10144/? [1:10:21<00:00,  2.40it/s]
Epoch 0: |          | 10145/? [1:10:21<00:00,  2.40it/s]
Epoch 0: |          | 10145/? [1:10:21<00:00,  2.40it/s]
Epoch 0: |          | 10146/? [1:10:22<00:00,  2.40it/s]
Epoch 0: |          | 10146/? [1:10:22<00:00,  2.40it/s]
Epoch 0: |          | 10147/? [1:10:22<00:00,  2.40it/s]
Epoch 0: |          | 10147/? [1:10:22<00:00,  2.40it/s]
Epoch 0: |          | 10148/? [1:10:23<00:00,  2.40it/s]
Epoch 0: |          | 10148/? [1:10:23<00:00,  2.40it/s]
Epoch 0: |          | 10149/? [1:10:23<00:00,  2.40it/s]
Epoch 0: |          | 10149/? [1:10:23<00:00,  2.40it/s]
Epoch 0: |          | 10150/? [1:10:23<00:00,  2.40it/s]
Epoch 0: |          | 10150/? [1:10:23<00:00,  2.40it/s]
Epoch 0: |          | 10151/? [1:10:24<00:00,  2.40it/s]
Epoch 0: |          | 10151/? [1:10:24<00:00,  2.40it/s]
Epoch 0: |          | 10152/? [1:10:24<00:00,  2.40it/s]
Epoch 0: |          | 10152/? [1:10:24<00:00,  2.40it/s]
Epoch 0: |          | 10153/? [1:10:25<00:00,  2.40it/s]
Epoch 0: |          | 10153/? [1:10:25<00:00,  2.40it/s]
Epoch 0: |          | 10154/? [1:10:25<00:00,  2.40it/s]
Epoch 0: |          | 10154/? [1:10:25<00:00,  2.40it/s]
Epoch 0: |          | 10155/? [1:10:26<00:00,  2.40it/s]
Epoch 0: |          | 10155/? [1:10:26<00:00,  2.40it/s]
Epoch 0: |          | 10156/? [1:10:26<00:00,  2.40it/s]
Epoch 0: |          | 10156/? [1:10:26<00:00,  2.40it/s]
Epoch 0: |          | 10157/? [1:10:26<00:00,  2.40it/s]
Epoch 0: |          | 10157/? [1:10:26<00:00,  2.40it/s]
Epoch 0: |          | 10158/? [1:10:27<00:00,  2.40it/s]
Epoch 0: |          | 10158/? [1:10:27<00:00,  2.40it/s]
Epoch 0: |          | 10159/? [1:10:27<00:00,  2.40it/s]
Epoch 0: |          | 10159/? [1:10:27<00:00,  2.40it/s]
Epoch 0: |          | 10160/? [1:10:28<00:00,  2.40it/s]
Epoch 0: |          | 10160/? [1:10:28<00:00,  2.40it/s]
Epoch 0: |          | 10161/? [1:10:28<00:00,  2.40it/s]
Epoch 0: |          | 10161/? [1:10:28<00:00,  2.40it/s]
Epoch 0: |          | 10162/? [1:10:28<00:00,  2.40it/s]
Epoch 0: |          | 10162/? [1:10:28<00:00,  2.40it/s]
Epoch 0: |          | 10163/? [1:10:29<00:00,  2.40it/s]
Epoch 0: |          | 10163/? [1:10:29<00:00,  2.40it/s]
Epoch 0: |          | 10164/? [1:10:29<00:00,  2.40it/s]
Epoch 0: |          | 10164/? [1:10:29<00:00,  2.40it/s]
Epoch 0: |          | 10165/? [1:10:30<00:00,  2.40it/s]
Epoch 0: |          | 10165/? [1:10:30<00:00,  2.40it/s]
Epoch 0: |          | 10166/? [1:10:30<00:00,  2.40it/s]
Epoch 0: |          | 10166/? [1:10:30<00:00,  2.40it/s]
Epoch 0: |          | 10167/? [1:10:30<00:00,  2.40it/s]
Epoch 0: |          | 10167/? [1:10:30<00:00,  2.40it/s]
Epoch 0: |          | 10168/? [1:10:31<00:00,  2.40it/s]
Epoch 0: |          | 10168/? [1:10:31<00:00,  2.40it/s]
Epoch 0: |          | 10169/? [1:10:31<00:00,  2.40it/s]
Epoch 0: |          | 10169/? [1:10:31<00:00,  2.40it/s]
Epoch 0: |          | 10170/? [1:10:32<00:00,  2.40it/s]
Epoch 0: |          | 10170/? [1:10:32<00:00,  2.40it/s]
Epoch 0: |          | 10171/? [1:10:32<00:00,  2.40it/s]
Epoch 0: |          | 10171/? [1:10:32<00:00,  2.40it/s]
Epoch 0: |          | 10172/? [1:10:33<00:00,  2.40it/s]
Epoch 0: |          | 10172/? [1:10:33<00:00,  2.40it/s]
Epoch 0: |          | 10173/? [1:10:33<00:00,  2.40it/s]
Epoch 0: |          | 10173/? [1:10:33<00:00,  2.40it/s]
Epoch 0: |          | 10174/? [1:10:33<00:00,  2.40it/s]
Epoch 0: |          | 10174/? [1:10:33<00:00,  2.40it/s]
Epoch 0: |          | 10175/? [1:10:34<00:00,  2.40it/s]
Epoch 0: |          | 10175/? [1:10:34<00:00,  2.40it/s]
Epoch 0: |          | 10176/? [1:10:34<00:00,  2.40it/s]
Epoch 0: |          | 10176/? [1:10:34<00:00,  2.40it/s]
Epoch 0: |          | 10177/? [1:10:35<00:00,  2.40it/s]
Epoch 0: |          | 10177/? [1:10:35<00:00,  2.40it/s]
Epoch 0: |          | 10178/? [1:10:35<00:00,  2.40it/s]
Epoch 0: |          | 10178/? [1:10:35<00:00,  2.40it/s]
Epoch 0: |          | 10179/? [1:10:35<00:00,  2.40it/s]
Epoch 0: |          | 10179/? [1:10:35<00:00,  2.40it/s]
Epoch 0: |          | 10180/? [1:10:36<00:00,  2.40it/s]
Epoch 0: |          | 10180/? [1:10:36<00:00,  2.40it/s]
Epoch 0: |          | 10181/? [1:10:36<00:00,  2.40it/s]
Epoch 0: |          | 10181/? [1:10:36<00:00,  2.40it/s]
Epoch 0: |          | 10182/? [1:10:37<00:00,  2.40it/s]
Epoch 0: |          | 10182/? [1:10:37<00:00,  2.40it/s]
Epoch 0: |          | 10183/? [1:10:37<00:00,  2.40it/s]
Epoch 0: |          | 10183/? [1:10:37<00:00,  2.40it/s]
Epoch 0: |          | 10184/? [1:10:38<00:00,  2.40it/s]
Epoch 0: |          | 10184/? [1:10:38<00:00,  2.40it/s]
Epoch 0: |          | 10185/? [1:10:38<00:00,  2.40it/s]
Epoch 0: |          | 10185/? [1:10:38<00:00,  2.40it/s]
Epoch 0: |          | 10186/? [1:10:38<00:00,  2.40it/s]
Epoch 0: |          | 10186/? [1:10:38<00:00,  2.40it/s]
Epoch 0: |          | 10187/? [1:10:39<00:00,  2.40it/s]
Epoch 0: |          | 10187/? [1:10:39<00:00,  2.40it/s]
Epoch 0: |          | 10188/? [1:10:39<00:00,  2.40it/s]
Epoch 0: |          | 10188/? [1:10:39<00:00,  2.40it/s]
Epoch 0: |          | 10189/? [1:10:40<00:00,  2.40it/s]
Epoch 0: |          | 10189/? [1:10:40<00:00,  2.40it/s]
Epoch 0: |          | 10190/? [1:10:40<00:00,  2.40it/s]
Epoch 0: |          | 10190/? [1:10:40<00:00,  2.40it/s]
Epoch 0: |          | 10191/? [1:10:41<00:00,  2.40it/s]
Epoch 0: |          | 10191/? [1:10:41<00:00,  2.40it/s]
Epoch 0: |          | 10192/? [1:10:41<00:00,  2.40it/s]
Epoch 0: |          | 10192/? [1:10:41<00:00,  2.40it/s]
Epoch 0: |          | 10193/? [1:10:41<00:00,  2.40it/s]
Epoch 0: |          | 10193/? [1:10:41<00:00,  2.40it/s]
Epoch 0: |          | 10194/? [1:10:42<00:00,  2.40it/s]
Epoch 0: |          | 10194/? [1:10:42<00:00,  2.40it/s]
Epoch 0: |          | 10195/? [1:10:42<00:00,  2.40it/s]
Epoch 0: |          | 10195/? [1:10:42<00:00,  2.40it/s]
Epoch 0: |          | 10196/? [1:10:43<00:00,  2.40it/s]
Epoch 0: |          | 10196/? [1:10:43<00:00,  2.40it/s]
Epoch 0: |          | 10197/? [1:10:43<00:00,  2.40it/s]
Epoch 0: |          | 10197/? [1:10:43<00:00,  2.40it/s]
Epoch 0: |          | 10198/? [1:10:43<00:00,  2.40it/s]
Epoch 0: |          | 10198/? [1:10:43<00:00,  2.40it/s]
Epoch 0: |          | 10199/? [1:10:44<00:00,  2.40it/s]
Epoch 0: |          | 10199/? [1:10:44<00:00,  2.40it/s]
Epoch 0: |          | 10200/? [1:10:44<00:00,  2.40it/s]
Epoch 0: |          | 10200/? [1:10:44<00:00,  2.40it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.93it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.38it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.22it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.13it/s]

Epoch 0: |          | 10200/? [1:10:45<00:00,  2.40it/s]
Epoch 0: |          | 10201/? [1:10:45<00:00,  2.40it/s]
Epoch 0: |          | 10201/? [1:10:45<00:00,  2.40it/s]
Epoch 0: |          | 10202/? [1:10:45<00:00,  2.40it/s]
Epoch 0: |          | 10202/? [1:10:45<00:00,  2.40it/s]
Epoch 0: |          | 10203/? [1:10:46<00:00,  2.40it/s]
Epoch 0: |          | 10203/? [1:10:46<00:00,  2.40it/s]
Epoch 0: |          | 10204/? [1:10:46<00:00,  2.40it/s]
Epoch 0: |          | 10204/? [1:10:46<00:00,  2.40it/s]
Epoch 0: |          | 10205/? [1:10:47<00:00,  2.40it/s]
Epoch 0: |          | 10205/? [1:10:47<00:00,  2.40it/s]
Epoch 0: |          | 10206/? [1:10:47<00:00,  2.40it/s]
Epoch 0: |          | 10206/? [1:10:47<00:00,  2.40it/s]
Epoch 0: |          | 10207/? [1:10:47<00:00,  2.40it/s]
Epoch 0: |          | 10207/? [1:10:47<00:00,  2.40it/s]
Epoch 0: |          | 10208/? [1:10:48<00:00,  2.40it/s]
Epoch 0: |          | 10208/? [1:10:48<00:00,  2.40it/s]
Epoch 0: |          | 10209/? [1:10:48<00:00,  2.40it/s]
Epoch 0: |          | 10209/? [1:10:48<00:00,  2.40it/s]
Epoch 0: |          | 10210/? [1:10:49<00:00,  2.40it/s]
Epoch 0: |          | 10210/? [1:10:49<00:00,  2.40it/s]
Epoch 0: |          | 10211/? [1:10:49<00:00,  2.40it/s]
Epoch 0: |          | 10211/? [1:10:49<00:00,  2.40it/s]
Epoch 0: |          | 10212/? [1:10:50<00:00,  2.40it/s]
Epoch 0: |          | 10212/? [1:10:50<00:00,  2.40it/s]
Epoch 0: |          | 10213/? [1:10:50<00:00,  2.40it/s]
Epoch 0: |          | 10213/? [1:10:50<00:00,  2.40it/s]
Epoch 0: |          | 10214/? [1:10:50<00:00,  2.40it/s]
Epoch 0: |          | 10214/? [1:10:50<00:00,  2.40it/s]
Epoch 0: |          | 10215/? [1:10:51<00:00,  2.40it/s]
Epoch 0: |          | 10215/? [1:10:51<00:00,  2.40it/s]
Epoch 0: |          | 10216/? [1:10:51<00:00,  2.40it/s]
Epoch 0: |          | 10216/? [1:10:51<00:00,  2.40it/s]
Epoch 0: |          | 10217/? [1:10:51<00:00,  2.40it/s]
Epoch 0: |          | 10217/? [1:10:51<00:00,  2.40it/s]
Epoch 0: |          | 10218/? [1:10:52<00:00,  2.40it/s]
Epoch 0: |          | 10218/? [1:10:52<00:00,  2.40it/s]
Epoch 0: |          | 10219/? [1:10:52<00:00,  2.40it/s]
Epoch 0: |          | 10219/? [1:10:52<00:00,  2.40it/s]
Epoch 0: |          | 10220/? [1:10:53<00:00,  2.40it/s]
Epoch 0: |          | 10220/? [1:10:53<00:00,  2.40it/s]
Epoch 0: |          | 10221/? [1:10:53<00:00,  2.40it/s]
Epoch 0: |          | 10221/? [1:10:53<00:00,  2.40it/s]
Epoch 0: |          | 10222/? [1:10:54<00:00,  2.40it/s]
Epoch 0: |          | 10222/? [1:10:54<00:00,  2.40it/s]
Epoch 0: |          | 10223/? [1:10:54<00:00,  2.40it/s]
Epoch 0: |          | 10223/? [1:10:54<00:00,  2.40it/s]
Epoch 0: |          | 10224/? [1:10:55<00:00,  2.40it/s]
Epoch 0: |          | 10224/? [1:10:55<00:00,  2.40it/s]
Epoch 0: |          | 10225/? [1:10:55<00:00,  2.40it/s]
Epoch 0: |          | 10225/? [1:10:55<00:00,  2.40it/s]
Epoch 0: |          | 10226/? [1:10:56<00:00,  2.40it/s]
Epoch 0: |          | 10226/? [1:10:56<00:00,  2.40it/s]
Epoch 0: |          | 10227/? [1:10:56<00:00,  2.40it/s]
Epoch 0: |          | 10227/? [1:10:56<00:00,  2.40it/s]
Epoch 0: |          | 10228/? [1:10:56<00:00,  2.40it/s]
Epoch 0: |          | 10228/? [1:10:56<00:00,  2.40it/s]
Epoch 0: |          | 10229/? [1:10:57<00:00,  2.40it/s]
Epoch 0: |          | 10229/? [1:10:57<00:00,  2.40it/s]
Epoch 0: |          | 10230/? [1:10:57<00:00,  2.40it/s]
Epoch 0: |          | 10230/? [1:10:57<00:00,  2.40it/s]
Epoch 0: |          | 10231/? [1:10:58<00:00,  2.40it/s]
Epoch 0: |          | 10231/? [1:10:58<00:00,  2.40it/s]
Epoch 0: |          | 10232/? [1:10:58<00:00,  2.40it/s]
Epoch 0: |          | 10232/? [1:10:58<00:00,  2.40it/s]
Epoch 0: |          | 10233/? [1:10:59<00:00,  2.40it/s]
Epoch 0: |          | 10233/? [1:10:59<00:00,  2.40it/s]
Epoch 0: |          | 10234/? [1:10:59<00:00,  2.40it/s]
Epoch 0: |          | 10234/? [1:10:59<00:00,  2.40it/s]
Epoch 0: |          | 10235/? [1:10:59<00:00,  2.40it/s]
Epoch 0: |          | 10235/? [1:10:59<00:00,  2.40it/s]
Epoch 0: |          | 10236/? [1:11:00<00:00,  2.40it/s]
Epoch 0: |          | 10236/? [1:11:00<00:00,  2.40it/s]
Epoch 0: |          | 10237/? [1:11:00<00:00,  2.40it/s]
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Epoch 0: |          | 10299/? [1:11:26<00:00,  2.40it/s]
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Epoch 0: |          | 10300/? [1:11:26<00:00,  2.40it/s]
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Epoch 0: |          | 10301/? [1:11:27<00:00,  2.40it/s]
Epoch 0: |          | 10301/? [1:11:27<00:00,  2.40it/s]
Epoch 0: |          | 10302/? [1:11:27<00:00,  2.40it/s]
Epoch 0: |          | 10302/? [1:11:27<00:00,  2.40it/s]
Epoch 0: |          | 10303/? [1:11:27<00:00,  2.40it/s]
Epoch 0: |          | 10303/? [1:11:27<00:00,  2.40it/s]
Epoch 0: |          | 10304/? [1:11:28<00:00,  2.40it/s]
Epoch 0: |          | 10304/? [1:11:28<00:00,  2.40it/s]
Epoch 0: |          | 10305/? [1:11:28<00:00,  2.40it/s]
Epoch 0: |          | 10305/? [1:11:28<00:00,  2.40it/s]
Epoch 0: |          | 10306/? [1:11:29<00:00,  2.40it/s]
Epoch 0: |          | 10306/? [1:11:29<00:00,  2.40it/s]
Epoch 0: |          | 10307/? [1:11:29<00:00,  2.40it/s]
Epoch 0: |          | 10307/? [1:11:29<00:00,  2.40it/s]
Epoch 0: |          | 10308/? [1:11:29<00:00,  2.40it/s]
Epoch 0: |          | 10308/? [1:11:29<00:00,  2.40it/s]
Epoch 0: |          | 10309/? [1:11:30<00:00,  2.40it/s]
Epoch 0: |          | 10309/? [1:11:30<00:00,  2.40it/s]
Epoch 0: |          | 10310/? [1:11:30<00:00,  2.40it/s]
Epoch 0: |          | 10310/? [1:11:30<00:00,  2.40it/s]
Epoch 0: |          | 10311/? [1:11:31<00:00,  2.40it/s]
Epoch 0: |          | 10311/? [1:11:31<00:00,  2.40it/s]
Epoch 0: |          | 10312/? [1:11:31<00:00,  2.40it/s]
Epoch 0: |          | 10312/? [1:11:31<00:00,  2.40it/s]
Epoch 0: |          | 10313/? [1:11:32<00:00,  2.40it/s]
Epoch 0: |          | 10313/? [1:11:32<00:00,  2.40it/s]
Epoch 0: |          | 10314/? [1:11:32<00:00,  2.40it/s]
Epoch 0: |          | 10314/? [1:11:32<00:00,  2.40it/s]
Epoch 0: |          | 10315/? [1:11:32<00:00,  2.40it/s]
Epoch 0: |          | 10315/? [1:11:32<00:00,  2.40it/s]
Epoch 0: |          | 10316/? [1:11:33<00:00,  2.40it/s]
Epoch 0: |          | 10316/? [1:11:33<00:00,  2.40it/s]
Epoch 0: |          | 10317/? [1:11:33<00:00,  2.40it/s]
Epoch 0: |          | 10317/? [1:11:33<00:00,  2.40it/s]
Epoch 0: |          | 10318/? [1:11:34<00:00,  2.40it/s]
Epoch 0: |          | 10318/? [1:11:34<00:00,  2.40it/s]
Epoch 0: |          | 10319/? [1:11:34<00:00,  2.40it/s]
Epoch 0: |          | 10319/? [1:11:34<00:00,  2.40it/s]
Epoch 0: |          | 10320/? [1:11:35<00:00,  2.40it/s]
Epoch 0: |          | 10320/? [1:11:35<00:00,  2.40it/s]
Epoch 0: |          | 10321/? [1:11:35<00:00,  2.40it/s]
Epoch 0: |          | 10321/? [1:11:35<00:00,  2.40it/s]
Epoch 0: |          | 10322/? [1:11:35<00:00,  2.40it/s]
Epoch 0: |          | 10322/? [1:11:35<00:00,  2.40it/s]
Epoch 0: |          | 10323/? [1:11:36<00:00,  2.40it/s]
Epoch 0: |          | 10323/? [1:11:36<00:00,  2.40it/s]
Epoch 0: |          | 10324/? [1:11:36<00:00,  2.40it/s]
Epoch 0: |          | 10324/? [1:11:36<00:00,  2.40it/s]
Epoch 0: |          | 10325/? [1:11:37<00:00,  2.40it/s]
Epoch 0: |          | 10325/? [1:11:37<00:00,  2.40it/s]
Epoch 0: |          | 10326/? [1:11:37<00:00,  2.40it/s]
Epoch 0: |          | 10326/? [1:11:37<00:00,  2.40it/s]
Epoch 0: |          | 10327/? [1:11:37<00:00,  2.40it/s]
Epoch 0: |          | 10327/? [1:11:37<00:00,  2.40it/s]
Epoch 0: |          | 10328/? [1:11:38<00:00,  2.40it/s]
Epoch 0: |          | 10328/? [1:11:38<00:00,  2.40it/s]
Epoch 0: |          | 10329/? [1:11:38<00:00,  2.40it/s]
Epoch 0: |          | 10329/? [1:11:38<00:00,  2.40it/s]
Epoch 0: |          | 10330/? [1:11:39<00:00,  2.40it/s]
Epoch 0: |          | 10330/? [1:11:39<00:00,  2.40it/s]
Epoch 0: |          | 10331/? [1:11:39<00:00,  2.40it/s]
Epoch 0: |          | 10331/? [1:11:39<00:00,  2.40it/s]
Epoch 0: |          | 10332/? [1:11:40<00:00,  2.40it/s]
Epoch 0: |          | 10332/? [1:11:40<00:00,  2.40it/s]
Epoch 0: |          | 10333/? [1:11:40<00:00,  2.40it/s]
Epoch 0: |          | 10333/? [1:11:40<00:00,  2.40it/s]
Epoch 0: |          | 10334/? [1:11:40<00:00,  2.40it/s]
Epoch 0: |          | 10334/? [1:11:40<00:00,  2.40it/s]
Epoch 0: |          | 10335/? [1:11:41<00:00,  2.40it/s]
Epoch 0: |          | 10335/? [1:11:41<00:00,  2.40it/s]
Epoch 0: |          | 10336/? [1:11:41<00:00,  2.40it/s]
Epoch 0: |          | 10336/? [1:11:41<00:00,  2.40it/s]
Epoch 0: |          | 10337/? [1:11:41<00:00,  2.40it/s]
Epoch 0: |          | 10337/? [1:11:41<00:00,  2.40it/s]
Epoch 0: |          | 10338/? [1:11:42<00:00,  2.40it/s]
Epoch 0: |          | 10338/? [1:11:42<00:00,  2.40it/s]
Epoch 0: |          | 10339/? [1:11:42<00:00,  2.40it/s]
Epoch 0: |          | 10339/? [1:11:42<00:00,  2.40it/s]
Epoch 0: |          | 10340/? [1:11:43<00:00,  2.40it/s]
Epoch 0: |          | 10340/? [1:11:43<00:00,  2.40it/s]
Epoch 0: |          | 10341/? [1:11:43<00:00,  2.40it/s]
Epoch 0: |          | 10341/? [1:11:43<00:00,  2.40it/s]
Epoch 0: |          | 10342/? [1:11:44<00:00,  2.40it/s]
Epoch 0: |          | 10342/? [1:11:44<00:00,  2.40it/s]
Epoch 0: |          | 10343/? [1:11:44<00:00,  2.40it/s]
Epoch 0: |          | 10343/? [1:11:44<00:00,  2.40it/s]
Epoch 0: |          | 10344/? [1:11:44<00:00,  2.40it/s]
Epoch 0: |          | 10344/? [1:11:44<00:00,  2.40it/s]
Epoch 0: |          | 10345/? [1:11:45<00:00,  2.40it/s]
Epoch 0: |          | 10345/? [1:11:45<00:00,  2.40it/s]
Epoch 0: |          | 10346/? [1:11:45<00:00,  2.40it/s]
Epoch 0: |          | 10346/? [1:11:45<00:00,  2.40it/s]
Epoch 0: |          | 10347/? [1:11:46<00:00,  2.40it/s]
Epoch 0: |          | 10347/? [1:11:46<00:00,  2.40it/s]
Epoch 0: |          | 10348/? [1:11:46<00:00,  2.40it/s]
Epoch 0: |          | 10348/? [1:11:46<00:00,  2.40it/s]
Epoch 0: |          | 10349/? [1:11:46<00:00,  2.40it/s]
Epoch 0: |          | 10349/? [1:11:46<00:00,  2.40it/s]
Epoch 0: |          | 10350/? [1:11:47<00:00,  2.40it/s]
Epoch 0: |          | 10350/? [1:11:47<00:00,  2.40it/s]
Epoch 0: |          | 10351/? [1:11:47<00:00,  2.40it/s]
Epoch 0: |          | 10351/? [1:11:47<00:00,  2.40it/s]
Epoch 0: |          | 10352/? [1:11:48<00:00,  2.40it/s]
Epoch 0: |          | 10352/? [1:11:48<00:00,  2.40it/s]
Epoch 0: |          | 10353/? [1:11:48<00:00,  2.40it/s]
Epoch 0: |          | 10353/? [1:11:48<00:00,  2.40it/s]
Epoch 0: |          | 10354/? [1:11:49<00:00,  2.40it/s]
Epoch 0: |          | 10354/? [1:11:49<00:00,  2.40it/s]
Epoch 0: |          | 10355/? [1:11:49<00:00,  2.40it/s]
Epoch 0: |          | 10355/? [1:11:49<00:00,  2.40it/s]
Epoch 0: |          | 10356/? [1:11:49<00:00,  2.40it/s]
Epoch 0: |          | 10356/? [1:11:49<00:00,  2.40it/s]
Epoch 0: |          | 10357/? [1:11:50<00:00,  2.40it/s]
Epoch 0: |          | 10357/? [1:11:50<00:00,  2.40it/s]
Epoch 0: |          | 10358/? [1:11:50<00:00,  2.40it/s]
Epoch 0: |          | 10358/? [1:11:50<00:00,  2.40it/s]
Epoch 0: |          | 10359/? [1:11:51<00:00,  2.40it/s]
Epoch 0: |          | 10359/? [1:11:51<00:00,  2.40it/s]
Epoch 0: |          | 10360/? [1:11:51<00:00,  2.40it/s]
Epoch 0: |          | 10360/? [1:11:51<00:00,  2.40it/s]
Epoch 0: |          | 10361/? [1:11:51<00:00,  2.40it/s]
Epoch 0: |          | 10361/? [1:11:51<00:00,  2.40it/s]
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Epoch 0: |          | 10362/? [1:11:52<00:00,  2.40it/s]
Epoch 0: |          | 10363/? [1:11:52<00:00,  2.40it/s]
Epoch 0: |          | 10363/? [1:11:52<00:00,  2.40it/s]
Epoch 0: |          | 10364/? [1:11:53<00:00,  2.40it/s]
Epoch 0: |          | 10364/? [1:11:53<00:00,  2.40it/s]
Epoch 0: |          | 10365/? [1:11:53<00:00,  2.40it/s]
Epoch 0: |          | 10365/? [1:11:53<00:00,  2.40it/s]
Epoch 0: |          | 10366/? [1:11:54<00:00,  2.40it/s]
Epoch 0: |          | 10366/? [1:11:54<00:00,  2.40it/s]
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Epoch 0: |          | 10368/? [1:11:55<00:00,  2.40it/s]
Epoch 0: |          | 10368/? [1:11:55<00:00,  2.40it/s]
Epoch 0: |          | 10369/? [1:11:55<00:00,  2.40it/s]
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Epoch 0: |          | 10370/? [1:11:55<00:00,  2.40it/s]
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Epoch 0: |          | 10371/? [1:11:56<00:00,  2.40it/s]
Epoch 0: |          | 10371/? [1:11:56<00:00,  2.40it/s]
Epoch 0: |          | 10372/? [1:11:56<00:00,  2.40it/s]
Epoch 0: |          | 10372/? [1:11:56<00:00,  2.40it/s]
Epoch 0: |          | 10373/? [1:11:57<00:00,  2.40it/s]
Epoch 0: |          | 10373/? [1:11:57<00:00,  2.40it/s]
Epoch 0: |          | 10374/? [1:11:57<00:00,  2.40it/s]
Epoch 0: |          | 10374/? [1:11:57<00:00,  2.40it/s]
Epoch 0: |          | 10375/? [1:11:57<00:00,  2.40it/s]
Epoch 0: |          | 10375/? [1:11:57<00:00,  2.40it/s]
Epoch 0: |          | 10376/? [1:11:58<00:00,  2.40it/s]
Epoch 0: |          | 10376/? [1:11:58<00:00,  2.40it/s]
Epoch 0: |          | 10377/? [1:11:58<00:00,  2.40it/s]
Epoch 0: |          | 10377/? [1:11:58<00:00,  2.40it/s]
Epoch 0: |          | 10378/? [1:11:59<00:00,  2.40it/s]
Epoch 0: |          | 10378/? [1:11:59<00:00,  2.40it/s]
Epoch 0: |          | 10379/? [1:11:59<00:00,  2.40it/s]
Epoch 0: |          | 10379/? [1:11:59<00:00,  2.40it/s]
Epoch 0: |          | 10380/? [1:11:59<00:00,  2.40it/s]
Epoch 0: |          | 10380/? [1:11:59<00:00,  2.40it/s]
Epoch 0: |          | 10381/? [1:12:00<00:00,  2.40it/s]
Epoch 0: |          | 10381/? [1:12:00<00:00,  2.40it/s]
Epoch 0: |          | 10382/? [1:12:00<00:00,  2.40it/s]
Epoch 0: |          | 10382/? [1:12:00<00:00,  2.40it/s]
Epoch 0: |          | 10383/? [1:12:01<00:00,  2.40it/s]
Epoch 0: |          | 10383/? [1:12:01<00:00,  2.40it/s]
Epoch 0: |          | 10384/? [1:12:01<00:00,  2.40it/s]
Epoch 0: |          | 10384/? [1:12:01<00:00,  2.40it/s]
Epoch 0: |          | 10385/? [1:12:01<00:00,  2.40it/s]
Epoch 0: |          | 10385/? [1:12:01<00:00,  2.40it/s]
Epoch 0: |          | 10386/? [1:12:02<00:00,  2.40it/s]
Epoch 0: |          | 10386/? [1:12:02<00:00,  2.40it/s]
Epoch 0: |          | 10387/? [1:12:02<00:00,  2.40it/s]
Epoch 0: |          | 10387/? [1:12:02<00:00,  2.40it/s]
Epoch 0: |          | 10388/? [1:12:03<00:00,  2.40it/s]
Epoch 0: |          | 10388/? [1:12:03<00:00,  2.40it/s]
Epoch 0: |          | 10389/? [1:12:03<00:00,  2.40it/s]
Epoch 0: |          | 10389/? [1:12:03<00:00,  2.40it/s]
Epoch 0: |          | 10390/? [1:12:03<00:00,  2.40it/s]
Epoch 0: |          | 10390/? [1:12:03<00:00,  2.40it/s]
Epoch 0: |          | 10391/? [1:12:04<00:00,  2.40it/s]
Epoch 0: |          | 10391/? [1:12:04<00:00,  2.40it/s]
Epoch 0: |          | 10392/? [1:12:04<00:00,  2.40it/s]
Epoch 0: |          | 10392/? [1:12:04<00:00,  2.40it/s]
Epoch 0: |          | 10393/? [1:12:05<00:00,  2.40it/s]
Epoch 0: |          | 10393/? [1:12:05<00:00,  2.40it/s]
Epoch 0: |          | 10394/? [1:12:05<00:00,  2.40it/s]
Epoch 0: |          | 10394/? [1:12:05<00:00,  2.40it/s]
Epoch 0: |          | 10395/? [1:12:06<00:00,  2.40it/s]
Epoch 0: |          | 10395/? [1:12:06<00:00,  2.40it/s]
Epoch 0: |          | 10396/? [1:12:06<00:00,  2.40it/s]
Epoch 0: |          | 10396/? [1:12:06<00:00,  2.40it/s]
Epoch 0: |          | 10397/? [1:12:06<00:00,  2.40it/s]
Epoch 0: |          | 10397/? [1:12:06<00:00,  2.40it/s]
Epoch 0: |          | 10398/? [1:12:07<00:00,  2.40it/s]
Epoch 0: |          | 10398/? [1:12:07<00:00,  2.40it/s]
Epoch 0: |          | 10399/? [1:12:07<00:00,  2.40it/s]
Epoch 0: |          | 10399/? [1:12:07<00:00,  2.40it/s]
Epoch 0: |          | 10400/? [1:12:08<00:00,  2.40it/s]
Epoch 0: |          | 10400/? [1:12:08<00:00,  2.40it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.98it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.60it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.62it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.46it/s]

Epoch 0: |          | 10400/? [1:12:08<00:00,  2.40it/s]
Epoch 0: |          | 10401/? [1:12:08<00:00,  2.40it/s]
Epoch 0: |          | 10401/? [1:12:08<00:00,  2.40it/s]
Epoch 0: |          | 10402/? [1:12:09<00:00,  2.40it/s]
Epoch 0: |          | 10402/? [1:12:09<00:00,  2.40it/s]
Epoch 0: |          | 10403/? [1:12:09<00:00,  2.40it/s]
Epoch 0: |          | 10403/? [1:12:09<00:00,  2.40it/s]
Epoch 0: |          | 10404/? [1:12:10<00:00,  2.40it/s]
Epoch 0: |          | 10404/? [1:12:10<00:00,  2.40it/s]
Epoch 0: |          | 10405/? [1:12:10<00:00,  2.40it/s]
Epoch 0: |          | 10405/? [1:12:10<00:00,  2.40it/s]
Epoch 0: |          | 10406/? [1:12:10<00:00,  2.40it/s]
Epoch 0: |          | 10406/? [1:12:10<00:00,  2.40it/s]
Epoch 0: |          | 10407/? [1:12:11<00:00,  2.40it/s]
Epoch 0: |          | 10407/? [1:12:11<00:00,  2.40it/s]
Epoch 0: |          | 10408/? [1:12:11<00:00,  2.40it/s]
Epoch 0: |          | 10408/? [1:12:11<00:00,  2.40it/s]
Epoch 0: |          | 10409/? [1:12:12<00:00,  2.40it/s]
Epoch 0: |          | 10409/? [1:12:12<00:00,  2.40it/s]
Epoch 0: |          | 10410/? [1:12:12<00:00,  2.40it/s]
Epoch 0: |          | 10410/? [1:12:12<00:00,  2.40it/s]
Epoch 0: |          | 10411/? [1:12:12<00:00,  2.40it/s]
Epoch 0: |          | 10411/? [1:12:12<00:00,  2.40it/s]
Epoch 0: |          | 10412/? [1:12:13<00:00,  2.40it/s]
Epoch 0: |          | 10412/? [1:12:13<00:00,  2.40it/s]
Epoch 0: |          | 10413/? [1:12:13<00:00,  2.40it/s]
Epoch 0: |          | 10413/? [1:12:13<00:00,  2.40it/s]
Epoch 0: |          | 10414/? [1:12:14<00:00,  2.40it/s]
Epoch 0: |          | 10414/? [1:12:14<00:00,  2.40it/s]
Epoch 0: |          | 10415/? [1:12:14<00:00,  2.40it/s]
Epoch 0: |          | 10415/? [1:12:14<00:00,  2.40it/s]
Epoch 0: |          | 10416/? [1:12:15<00:00,  2.40it/s]
Epoch 0: |          | 10416/? [1:12:15<00:00,  2.40it/s]
Epoch 0: |          | 10417/? [1:12:15<00:00,  2.40it/s]
Epoch 0: |          | 10417/? [1:12:15<00:00,  2.40it/s]
Epoch 0: |          | 10418/? [1:12:15<00:00,  2.40it/s]
Epoch 0: |          | 10418/? [1:12:15<00:00,  2.40it/s]
Epoch 0: |          | 10419/? [1:12:16<00:00,  2.40it/s]
Epoch 0: |          | 10419/? [1:12:16<00:00,  2.40it/s]
Epoch 0: |          | 10420/? [1:12:16<00:00,  2.40it/s]
Epoch 0: |          | 10420/? [1:12:16<00:00,  2.40it/s]
Epoch 0: |          | 10421/? [1:12:17<00:00,  2.40it/s]
Epoch 0: |          | 10421/? [1:12:17<00:00,  2.40it/s]
Epoch 0: |          | 10422/? [1:12:17<00:00,  2.40it/s]
Epoch 0: |          | 10422/? [1:12:17<00:00,  2.40it/s]
Epoch 0: |          | 10423/? [1:12:17<00:00,  2.40it/s]
Epoch 0: |          | 10423/? [1:12:17<00:00,  2.40it/s]
Epoch 0: |          | 10424/? [1:12:18<00:00,  2.40it/s]
Epoch 0: |          | 10424/? [1:12:18<00:00,  2.40it/s]
Epoch 0: |          | 10425/? [1:12:18<00:00,  2.40it/s]
Epoch 0: |          | 10425/? [1:12:18<00:00,  2.40it/s]
Epoch 0: |          | 10426/? [1:12:19<00:00,  2.40it/s]
Epoch 0: |          | 10426/? [1:12:19<00:00,  2.40it/s]
Epoch 0: |          | 10427/? [1:12:19<00:00,  2.40it/s]
Epoch 0: |          | 10427/? [1:12:19<00:00,  2.40it/s]
Epoch 0: |          | 10428/? [1:12:19<00:00,  2.40it/s]
Epoch 0: |          | 10428/? [1:12:19<00:00,  2.40it/s]
Epoch 0: |          | 10429/? [1:12:20<00:00,  2.40it/s]
Epoch 0: |          | 10429/? [1:12:20<00:00,  2.40it/s]
Epoch 0: |          | 10430/? [1:12:20<00:00,  2.40it/s]
Epoch 0: |          | 10430/? [1:12:20<00:00,  2.40it/s]
Epoch 0: |          | 10431/? [1:12:21<00:00,  2.40it/s]
Epoch 0: |          | 10431/? [1:12:21<00:00,  2.40it/s]
Epoch 0: |          | 10432/? [1:12:21<00:00,  2.40it/s]
Epoch 0: |          | 10432/? [1:12:21<00:00,  2.40it/s]
Epoch 0: |          | 10433/? [1:12:22<00:00,  2.40it/s]
Epoch 0: |          | 10433/? [1:12:22<00:00,  2.40it/s]
Epoch 0: |          | 10434/? [1:12:22<00:00,  2.40it/s]
Epoch 0: |          | 10434/? [1:12:22<00:00,  2.40it/s]
Epoch 0: |          | 10435/? [1:12:22<00:00,  2.40it/s]
Epoch 0: |          | 10435/? [1:12:22<00:00,  2.40it/s]
Epoch 0: |          | 10436/? [1:12:23<00:00,  2.40it/s]
Epoch 0: |          | 10436/? [1:12:23<00:00,  2.40it/s]
Epoch 0: |          | 10437/? [1:12:23<00:00,  2.40it/s]
Epoch 0: |          | 10437/? [1:12:23<00:00,  2.40it/s]
Epoch 0: |          | 10438/? [1:12:24<00:00,  2.40it/s]
Epoch 0: |          | 10438/? [1:12:24<00:00,  2.40it/s]
Epoch 0: |          | 10439/? [1:12:24<00:00,  2.40it/s]
Epoch 0: |          | 10439/? [1:12:24<00:00,  2.40it/s]
Epoch 0: |          | 10440/? [1:12:24<00:00,  2.40it/s]
Epoch 0: |          | 10440/? [1:12:24<00:00,  2.40it/s]
Epoch 0: |          | 10441/? [1:12:25<00:00,  2.40it/s]
Epoch 0: |          | 10441/? [1:12:25<00:00,  2.40it/s]
Epoch 0: |          | 10442/? [1:12:25<00:00,  2.40it/s]
Epoch 0: |          | 10442/? [1:12:25<00:00,  2.40it/s]
Epoch 0: |          | 10443/? [1:12:25<00:00,  2.40it/s]
Epoch 0: |          | 10443/? [1:12:25<00:00,  2.40it/s]
Epoch 0: |          | 10444/? [1:12:26<00:00,  2.40it/s]
Epoch 0: |          | 10444/? [1:12:26<00:00,  2.40it/s]
Epoch 0: |          | 10445/? [1:12:26<00:00,  2.40it/s]
Epoch 0: |          | 10445/? [1:12:26<00:00,  2.40it/s]
Epoch 0: |          | 10446/? [1:12:27<00:00,  2.40it/s]
Epoch 0: |          | 10446/? [1:12:27<00:00,  2.40it/s]
Epoch 0: |          | 10447/? [1:12:27<00:00,  2.40it/s]
Epoch 0: |          | 10447/? [1:12:27<00:00,  2.40it/s]
Epoch 0: |          | 10448/? [1:12:28<00:00,  2.40it/s]
Epoch 0: |          | 10448/? [1:12:28<00:00,  2.40it/s]
Epoch 0: |          | 10449/? [1:12:28<00:00,  2.40it/s]
Epoch 0: |          | 10449/? [1:12:28<00:00,  2.40it/s]
Epoch 0: |          | 10450/? [1:12:28<00:00,  2.40it/s]
Epoch 0: |          | 10450/? [1:12:28<00:00,  2.40it/s]
Epoch 0: |          | 10451/? [1:12:29<00:00,  2.40it/s]
Epoch 0: |          | 10451/? [1:12:29<00:00,  2.40it/s]
Epoch 0: |          | 10452/? [1:12:29<00:00,  2.40it/s]
Epoch 0: |          | 10452/? [1:12:29<00:00,  2.40it/s]
Epoch 0: |          | 10453/? [1:12:30<00:00,  2.40it/s]
Epoch 0: |          | 10453/? [1:12:30<00:00,  2.40it/s]
Epoch 0: |          | 10454/? [1:12:30<00:00,  2.40it/s]
Epoch 0: |          | 10454/? [1:12:30<00:00,  2.40it/s]
Epoch 0: |          | 10455/? [1:12:31<00:00,  2.40it/s]
Epoch 0: |          | 10455/? [1:12:31<00:00,  2.40it/s]
Epoch 0: |          | 10456/? [1:12:31<00:00,  2.40it/s]
Epoch 0: |          | 10456/? [1:12:31<00:00,  2.40it/s]
Epoch 0: |          | 10457/? [1:12:31<00:00,  2.40it/s]
Epoch 0: |          | 10457/? [1:12:31<00:00,  2.40it/s]
Epoch 0: |          | 10458/? [1:12:32<00:00,  2.40it/s]
Epoch 0: |          | 10458/? [1:12:32<00:00,  2.40it/s]
Epoch 0: |          | 10459/? [1:12:32<00:00,  2.40it/s]
Epoch 0: |          | 10459/? [1:12:32<00:00,  2.40it/s]
Epoch 0: |          | 10460/? [1:12:33<00:00,  2.40it/s]
Epoch 0: |          | 10460/? [1:12:33<00:00,  2.40it/s]
Epoch 0: |          | 10461/? [1:12:33<00:00,  2.40it/s]
Epoch 0: |          | 10461/? [1:12:33<00:00,  2.40it/s]
Epoch 0: |          | 10462/? [1:12:34<00:00,  2.40it/s]
Epoch 0: |          | 10462/? [1:12:34<00:00,  2.40it/s]
Epoch 0: |          | 10463/? [1:12:34<00:00,  2.40it/s]
Epoch 0: |          | 10463/? [1:12:34<00:00,  2.40it/s]
Epoch 0: |          | 10464/? [1:12:34<00:00,  2.40it/s]
Epoch 0: |          | 10464/? [1:12:34<00:00,  2.40it/s]
Epoch 0: |          | 10465/? [1:12:35<00:00,  2.40it/s]
Epoch 0: |          | 10465/? [1:12:35<00:00,  2.40it/s]
Epoch 0: |          | 10466/? [1:12:35<00:00,  2.40it/s]
Epoch 0: |          | 10466/? [1:12:35<00:00,  2.40it/s]
Epoch 0: |          | 10467/? [1:12:36<00:00,  2.40it/s]
Epoch 0: |          | 10467/? [1:12:36<00:00,  2.40it/s]
Epoch 0: |          | 10468/? [1:12:36<00:00,  2.40it/s]
Epoch 0: |          | 10468/? [1:12:36<00:00,  2.40it/s]
Epoch 0: |          | 10469/? [1:12:37<00:00,  2.40it/s]
Epoch 0: |          | 10469/? [1:12:37<00:00,  2.40it/s]
Epoch 0: |          | 10470/? [1:12:37<00:00,  2.40it/s]
Epoch 0: |          | 10470/? [1:12:37<00:00,  2.40it/s]
Epoch 0: |          | 10471/? [1:12:37<00:00,  2.40it/s]
Epoch 0: |          | 10471/? [1:12:37<00:00,  2.40it/s]
Epoch 0: |          | 10472/? [1:12:38<00:00,  2.40it/s]
Epoch 0: |          | 10472/? [1:12:38<00:00,  2.40it/s]
Epoch 0: |          | 10473/? [1:12:38<00:00,  2.40it/s]
Epoch 0: |          | 10473/? [1:12:38<00:00,  2.40it/s]
Epoch 0: |          | 10474/? [1:12:39<00:00,  2.40it/s]
Epoch 0: |          | 10474/? [1:12:39<00:00,  2.40it/s]
Epoch 0: |          | 10475/? [1:12:39<00:00,  2.40it/s]
Epoch 0: |          | 10475/? [1:12:39<00:00,  2.40it/s]
Epoch 0: |          | 10476/? [1:12:39<00:00,  2.40it/s]
Epoch 0: |          | 10476/? [1:12:39<00:00,  2.40it/s]
Epoch 0: |          | 10477/? [1:12:40<00:00,  2.40it/s]
Epoch 0: |          | 10477/? [1:12:40<00:00,  2.40it/s]
Epoch 0: |          | 10478/? [1:12:40<00:00,  2.40it/s]
Epoch 0: |          | 10478/? [1:12:40<00:00,  2.40it/s]
Epoch 0: |          | 10479/? [1:12:41<00:00,  2.40it/s]
Epoch 0: |          | 10479/? [1:12:41<00:00,  2.40it/s]
Epoch 0: |          | 10480/? [1:12:41<00:00,  2.40it/s]
Epoch 0: |          | 10480/? [1:12:41<00:00,  2.40it/s]
Epoch 0: |          | 10481/? [1:12:41<00:00,  2.40it/s]
Epoch 0: |          | 10481/? [1:12:41<00:00,  2.40it/s]
Epoch 0: |          | 10482/? [1:12:42<00:00,  2.40it/s]
Epoch 0: |          | 10482/? [1:12:42<00:00,  2.40it/s]
Epoch 0: |          | 10483/? [1:12:42<00:00,  2.40it/s]
Epoch 0: |          | 10483/? [1:12:42<00:00,  2.40it/s]
Epoch 0: |          | 10484/? [1:12:43<00:00,  2.40it/s]
Epoch 0: |          | 10484/? [1:12:43<00:00,  2.40it/s]
Epoch 0: |          | 10485/? [1:12:43<00:00,  2.40it/s]
Epoch 0: |          | 10485/? [1:12:43<00:00,  2.40it/s]
Epoch 0: |          | 10486/? [1:12:44<00:00,  2.40it/s]
Epoch 0: |          | 10486/? [1:12:44<00:00,  2.40it/s]
Epoch 0: |          | 10487/? [1:12:44<00:00,  2.40it/s]
Epoch 0: |          | 10487/? [1:12:44<00:00,  2.40it/s]
Epoch 0: |          | 10488/? [1:12:44<00:00,  2.40it/s]
Epoch 0: |          | 10488/? [1:12:44<00:00,  2.40it/s]
Epoch 0: |          | 10489/? [1:12:45<00:00,  2.40it/s]
Epoch 0: |          | 10489/? [1:12:45<00:00,  2.40it/s]
Epoch 0: |          | 10490/? [1:12:45<00:00,  2.40it/s]
Epoch 0: |          | 10490/? [1:12:45<00:00,  2.40it/s]
Epoch 0: |          | 10491/? [1:12:46<00:00,  2.40it/s]
Epoch 0: |          | 10491/? [1:12:46<00:00,  2.40it/s]
Epoch 0: |          | 10492/? [1:12:46<00:00,  2.40it/s]
Epoch 0: |          | 10492/? [1:12:46<00:00,  2.40it/s]
Epoch 0: |          | 10493/? [1:12:47<00:00,  2.40it/s]
Epoch 0: |          | 10493/? [1:12:47<00:00,  2.40it/s]
Epoch 0: |          | 10494/? [1:12:47<00:00,  2.40it/s]
Epoch 0: |          | 10494/? [1:12:47<00:00,  2.40it/s]
Epoch 0: |          | 10495/? [1:12:47<00:00,  2.40it/s]
Epoch 0: |          | 10495/? [1:12:47<00:00,  2.40it/s]
Epoch 0: |          | 10496/? [1:12:48<00:00,  2.40it/s]
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Epoch 0: |          | 10499/? [1:12:49<00:00,  2.40it/s]
Epoch 0: |          | 10499/? [1:12:49<00:00,  2.40it/s]
Epoch 0: |          | 10500/? [1:12:50<00:00,  2.40it/s]
Epoch 0: |          | 10500/? [1:12:50<00:00,  2.40it/s]
Epoch 0: |          | 10501/? [1:12:50<00:00,  2.40it/s]
Epoch 0: |          | 10501/? [1:12:50<00:00,  2.40it/s]
Epoch 0: |          | 10502/? [1:12:50<00:00,  2.40it/s]
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Epoch 0: |          | 10503/? [1:12:51<00:00,  2.40it/s]
Epoch 0: |          | 10503/? [1:12:51<00:00,  2.40it/s]
Epoch 0: |          | 10504/? [1:12:51<00:00,  2.40it/s]
Epoch 0: |          | 10504/? [1:12:51<00:00,  2.40it/s]
Epoch 0: |          | 10505/? [1:12:52<00:00,  2.40it/s]
Epoch 0: |          | 10505/? [1:12:52<00:00,  2.40it/s]
Epoch 0: |          | 10506/? [1:12:52<00:00,  2.40it/s]
Epoch 0: |          | 10506/? [1:12:52<00:00,  2.40it/s]
Epoch 0: |          | 10507/? [1:12:52<00:00,  2.40it/s]
Epoch 0: |          | 10507/? [1:12:52<00:00,  2.40it/s]
Epoch 0: |          | 10508/? [1:12:53<00:00,  2.40it/s]
Epoch 0: |          | 10508/? [1:12:53<00:00,  2.40it/s]
Epoch 0: |          | 10509/? [1:12:53<00:00,  2.40it/s]
Epoch 0: |          | 10509/? [1:12:53<00:00,  2.40it/s]
Epoch 0: |          | 10510/? [1:12:53<00:00,  2.40it/s]
Epoch 0: |          | 10510/? [1:12:53<00:00,  2.40it/s]
Epoch 0: |          | 10511/? [1:12:54<00:00,  2.40it/s]
Epoch 0: |          | 10511/? [1:12:54<00:00,  2.40it/s]
Epoch 0: |          | 10512/? [1:12:54<00:00,  2.40it/s]
Epoch 0: |          | 10512/? [1:12:54<00:00,  2.40it/s]
Epoch 0: |          | 10513/? [1:12:55<00:00,  2.40it/s]
Epoch 0: |          | 10513/? [1:12:55<00:00,  2.40it/s]
Epoch 0: |          | 10514/? [1:12:55<00:00,  2.40it/s]
Epoch 0: |          | 10514/? [1:12:55<00:00,  2.40it/s]
Epoch 0: |          | 10515/? [1:12:56<00:00,  2.40it/s]
Epoch 0: |          | 10515/? [1:12:56<00:00,  2.40it/s]
Epoch 0: |          | 10516/? [1:12:56<00:00,  2.40it/s]
Epoch 0: |          | 10516/? [1:12:56<00:00,  2.40it/s]
Epoch 0: |          | 10517/? [1:12:56<00:00,  2.40it/s]
Epoch 0: |          | 10517/? [1:12:56<00:00,  2.40it/s]
Epoch 0: |          | 10518/? [1:12:57<00:00,  2.40it/s]
Epoch 0: |          | 10518/? [1:12:57<00:00,  2.40it/s]
Epoch 0: |          | 10519/? [1:12:57<00:00,  2.40it/s]
Epoch 0: |          | 10519/? [1:12:57<00:00,  2.40it/s]
Epoch 0: |          | 10520/? [1:12:58<00:00,  2.40it/s]
Epoch 0: |          | 10520/? [1:12:58<00:00,  2.40it/s]
Epoch 0: |          | 10521/? [1:12:58<00:00,  2.40it/s]
Epoch 0: |          | 10521/? [1:12:58<00:00,  2.40it/s]
Epoch 0: |          | 10522/? [1:12:58<00:00,  2.40it/s]
Epoch 0: |          | 10522/? [1:12:58<00:00,  2.40it/s]
Epoch 0: |          | 10523/? [1:12:59<00:00,  2.40it/s]
Epoch 0: |          | 10523/? [1:12:59<00:00,  2.40it/s]
Epoch 0: |          | 10524/? [1:12:59<00:00,  2.40it/s]
Epoch 0: |          | 10524/? [1:12:59<00:00,  2.40it/s]
Epoch 0: |          | 10525/? [1:13:00<00:00,  2.40it/s]
Epoch 0: |          | 10525/? [1:13:00<00:00,  2.40it/s]
Epoch 0: |          | 10526/? [1:13:00<00:00,  2.40it/s]
Epoch 0: |          | 10526/? [1:13:00<00:00,  2.40it/s]
Epoch 0: |          | 10527/? [1:13:00<00:00,  2.40it/s]
Epoch 0: |          | 10527/? [1:13:00<00:00,  2.40it/s]
Epoch 0: |          | 10528/? [1:13:01<00:00,  2.40it/s]
Epoch 0: |          | 10528/? [1:13:01<00:00,  2.40it/s]
Epoch 0: |          | 10529/? [1:13:01<00:00,  2.40it/s]
Epoch 0: |          | 10529/? [1:13:01<00:00,  2.40it/s]
Epoch 0: |          | 10530/? [1:13:02<00:00,  2.40it/s]
Epoch 0: |          | 10530/? [1:13:02<00:00,  2.40it/s]
Epoch 0: |          | 10531/? [1:13:02<00:00,  2.40it/s]
Epoch 0: |          | 10531/? [1:13:02<00:00,  2.40it/s]
Epoch 0: |          | 10532/? [1:13:02<00:00,  2.40it/s]
Epoch 0: |          | 10532/? [1:13:02<00:00,  2.40it/s]
Epoch 0: |          | 10533/? [1:13:03<00:00,  2.40it/s]
Epoch 0: |          | 10533/? [1:13:03<00:00,  2.40it/s]
Epoch 0: |          | 10534/? [1:13:03<00:00,  2.40it/s]
Epoch 0: |          | 10534/? [1:13:03<00:00,  2.40it/s]
Epoch 0: |          | 10535/? [1:13:04<00:00,  2.40it/s]
Epoch 0: |          | 10535/? [1:13:04<00:00,  2.40it/s]
Epoch 0: |          | 10536/? [1:13:04<00:00,  2.40it/s]
Epoch 0: |          | 10536/? [1:13:04<00:00,  2.40it/s]
Epoch 0: |          | 10537/? [1:13:04<00:00,  2.40it/s]
Epoch 0: |          | 10537/? [1:13:04<00:00,  2.40it/s]
Epoch 0: |          | 10538/? [1:13:05<00:00,  2.40it/s]
Epoch 0: |          | 10538/? [1:13:05<00:00,  2.40it/s]
Epoch 0: |          | 10539/? [1:13:05<00:00,  2.40it/s]
Epoch 0: |          | 10539/? [1:13:05<00:00,  2.40it/s]
Epoch 0: |          | 10540/? [1:13:06<00:00,  2.40it/s]
Epoch 0: |          | 10540/? [1:13:06<00:00,  2.40it/s]
Epoch 0: |          | 10541/? [1:13:06<00:00,  2.40it/s]
Epoch 0: |          | 10541/? [1:13:06<00:00,  2.40it/s]
Epoch 0: |          | 10542/? [1:13:07<00:00,  2.40it/s]
Epoch 0: |          | 10542/? [1:13:07<00:00,  2.40it/s]
Epoch 0: |          | 10543/? [1:13:07<00:00,  2.40it/s]
Epoch 0: |          | 10543/? [1:13:07<00:00,  2.40it/s]
Epoch 0: |          | 10544/? [1:13:07<00:00,  2.40it/s]
Epoch 0: |          | 10544/? [1:13:07<00:00,  2.40it/s]
Epoch 0: |          | 10545/? [1:13:08<00:00,  2.40it/s]
Epoch 0: |          | 10545/? [1:13:08<00:00,  2.40it/s]
Epoch 0: |          | 10546/? [1:13:08<00:00,  2.40it/s]
Epoch 0: |          | 10546/? [1:13:08<00:00,  2.40it/s]
Epoch 0: |          | 10547/? [1:13:09<00:00,  2.40it/s]
Epoch 0: |          | 10547/? [1:13:09<00:00,  2.40it/s]
Epoch 0: |          | 10548/? [1:13:09<00:00,  2.40it/s]
Epoch 0: |          | 10548/? [1:13:09<00:00,  2.40it/s]
Epoch 0: |          | 10549/? [1:13:10<00:00,  2.40it/s]
Epoch 0: |          | 10549/? [1:13:10<00:00,  2.40it/s]
Epoch 0: |          | 10550/? [1:13:10<00:00,  2.40it/s]
Epoch 0: |          | 10550/? [1:13:10<00:00,  2.40it/s]
Epoch 0: |          | 10551/? [1:13:10<00:00,  2.40it/s]
Epoch 0: |          | 10551/? [1:13:10<00:00,  2.40it/s]
Epoch 0: |          | 10552/? [1:13:11<00:00,  2.40it/s]
Epoch 0: |          | 10552/? [1:13:11<00:00,  2.40it/s]
Epoch 0: |          | 10553/? [1:13:11<00:00,  2.40it/s]
Epoch 0: |          | 10553/? [1:13:11<00:00,  2.40it/s]
Epoch 0: |          | 10554/? [1:13:12<00:00,  2.40it/s]
Epoch 0: |          | 10554/? [1:13:12<00:00,  2.40it/s]
Epoch 0: |          | 10555/? [1:13:12<00:00,  2.40it/s]
Epoch 0: |          | 10555/? [1:13:12<00:00,  2.40it/s]
Epoch 0: |          | 10556/? [1:13:12<00:00,  2.40it/s]
Epoch 0: |          | 10556/? [1:13:12<00:00,  2.40it/s]
Epoch 0: |          | 10557/? [1:13:13<00:00,  2.40it/s]
Epoch 0: |          | 10557/? [1:13:13<00:00,  2.40it/s]
Epoch 0: |          | 10558/? [1:13:13<00:00,  2.40it/s]
Epoch 0: |          | 10558/? [1:13:13<00:00,  2.40it/s]
Epoch 0: |          | 10559/? [1:13:14<00:00,  2.40it/s]
Epoch 0: |          | 10559/? [1:13:14<00:00,  2.40it/s]
Epoch 0: |          | 10560/? [1:13:14<00:00,  2.40it/s]
Epoch 0: |          | 10560/? [1:13:14<00:00,  2.40it/s]
Epoch 0: |          | 10561/? [1:13:14<00:00,  2.40it/s]
Epoch 0: |          | 10561/? [1:13:14<00:00,  2.40it/s]
Epoch 0: |          | 10562/? [1:13:15<00:00,  2.40it/s]
Epoch 0: |          | 10562/? [1:13:15<00:00,  2.40it/s]
Epoch 0: |          | 10563/? [1:13:15<00:00,  2.40it/s]
Epoch 0: |          | 10563/? [1:13:15<00:00,  2.40it/s]
Epoch 0: |          | 10564/? [1:13:16<00:00,  2.40it/s]
Epoch 0: |          | 10564/? [1:13:16<00:00,  2.40it/s]
Epoch 0: |          | 10565/? [1:13:16<00:00,  2.40it/s]
Epoch 0: |          | 10565/? [1:13:16<00:00,  2.40it/s]
Epoch 0: |          | 10566/? [1:13:17<00:00,  2.40it/s]
Epoch 0: |          | 10566/? [1:13:17<00:00,  2.40it/s]
Epoch 0: |          | 10567/? [1:13:17<00:00,  2.40it/s]
Epoch 0: |          | 10567/? [1:13:17<00:00,  2.40it/s]
Epoch 0: |          | 10568/? [1:13:17<00:00,  2.40it/s]
Epoch 0: |          | 10568/? [1:13:17<00:00,  2.40it/s]
Epoch 0: |          | 10569/? [1:13:18<00:00,  2.40it/s]
Epoch 0: |          | 10569/? [1:13:18<00:00,  2.40it/s]
Epoch 0: |          | 10570/? [1:13:18<00:00,  2.40it/s]
Epoch 0: |          | 10570/? [1:13:18<00:00,  2.40it/s]
Epoch 0: |          | 10571/? [1:13:19<00:00,  2.40it/s]
Epoch 0: |          | 10571/? [1:13:19<00:00,  2.40it/s]
Epoch 0: |          | 10572/? [1:13:19<00:00,  2.40it/s]
Epoch 0: |          | 10572/? [1:13:19<00:00,  2.40it/s]
Epoch 0: |          | 10573/? [1:13:20<00:00,  2.40it/s]
Epoch 0: |          | 10573/? [1:13:20<00:00,  2.40it/s]
Epoch 0: |          | 10574/? [1:13:20<00:00,  2.40it/s]
Epoch 0: |          | 10574/? [1:13:20<00:00,  2.40it/s]
Epoch 0: |          | 10575/? [1:13:20<00:00,  2.40it/s]
Epoch 0: |          | 10575/? [1:13:20<00:00,  2.40it/s]
Epoch 0: |          | 10576/? [1:13:21<00:00,  2.40it/s]
Epoch 0: |          | 10576/? [1:13:21<00:00,  2.40it/s]
Epoch 0: |          | 10577/? [1:13:21<00:00,  2.40it/s]
Epoch 0: |          | 10577/? [1:13:21<00:00,  2.40it/s]
Epoch 0: |          | 10578/? [1:13:22<00:00,  2.40it/s]
Epoch 0: |          | 10578/? [1:13:22<00:00,  2.40it/s]
Epoch 0: |          | 10579/? [1:13:22<00:00,  2.40it/s]
Epoch 0: |          | 10579/? [1:13:22<00:00,  2.40it/s]
Epoch 0: |          | 10580/? [1:13:22<00:00,  2.40it/s]
Epoch 0: |          | 10580/? [1:13:22<00:00,  2.40it/s]
Epoch 0: |          | 10581/? [1:13:23<00:00,  2.40it/s]
Epoch 0: |          | 10581/? [1:13:23<00:00,  2.40it/s]
Epoch 0: |          | 10582/? [1:13:23<00:00,  2.40it/s]
Epoch 0: |          | 10582/? [1:13:23<00:00,  2.40it/s]
Epoch 0: |          | 10583/? [1:13:24<00:00,  2.40it/s]
Epoch 0: |          | 10583/? [1:13:24<00:00,  2.40it/s]
Epoch 0: |          | 10584/? [1:13:24<00:00,  2.40it/s]
Epoch 0: |          | 10584/? [1:13:24<00:00,  2.40it/s]
Epoch 0: |          | 10585/? [1:13:24<00:00,  2.40it/s]
Epoch 0: |          | 10585/? [1:13:24<00:00,  2.40it/s]
Epoch 0: |          | 10586/? [1:13:25<00:00,  2.40it/s]
Epoch 0: |          | 10586/? [1:13:25<00:00,  2.40it/s]
Epoch 0: |          | 10587/? [1:13:25<00:00,  2.40it/s]
Epoch 0: |          | 10587/? [1:13:25<00:00,  2.40it/s]
Epoch 0: |          | 10588/? [1:13:26<00:00,  2.40it/s]
Epoch 0: |          | 10588/? [1:13:26<00:00,  2.40it/s]
Epoch 0: |          | 10589/? [1:13:26<00:00,  2.40it/s]
Epoch 0: |          | 10589/? [1:13:26<00:00,  2.40it/s]
Epoch 0: |          | 10590/? [1:13:26<00:00,  2.40it/s]
Epoch 0: |          | 10590/? [1:13:26<00:00,  2.40it/s]
Epoch 0: |          | 10591/? [1:13:27<00:00,  2.40it/s]
Epoch 0: |          | 10591/? [1:13:27<00:00,  2.40it/s]
Epoch 0: |          | 10592/? [1:13:27<00:00,  2.40it/s]
Epoch 0: |          | 10592/? [1:13:27<00:00,  2.40it/s]
Epoch 0: |          | 10593/? [1:13:28<00:00,  2.40it/s]
Epoch 0: |          | 10593/? [1:13:28<00:00,  2.40it/s]
Epoch 0: |          | 10594/? [1:13:28<00:00,  2.40it/s]
Epoch 0: |          | 10594/? [1:13:28<00:00,  2.40it/s]
Epoch 0: |          | 10595/? [1:13:29<00:00,  2.40it/s]
Epoch 0: |          | 10595/? [1:13:29<00:00,  2.40it/s]
Epoch 0: |          | 10596/? [1:13:29<00:00,  2.40it/s]
Epoch 0: |          | 10596/? [1:13:29<00:00,  2.40it/s]
Epoch 0: |          | 10597/? [1:13:29<00:00,  2.40it/s]
Epoch 0: |          | 10597/? [1:13:29<00:00,  2.40it/s]
Epoch 0: |          | 10598/? [1:13:30<00:00,  2.40it/s]
Epoch 0: |          | 10598/? [1:13:30<00:00,  2.40it/s]
Epoch 0: |          | 10599/? [1:13:30<00:00,  2.40it/s]
Epoch 0: |          | 10599/? [1:13:30<00:00,  2.40it/s]
Epoch 0: |          | 10600/? [1:13:31<00:00,  2.40it/s]
Epoch 0: |          | 10600/? [1:13:31<00:00,  2.40it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.68it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.49it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.21it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.14it/s]

Epoch 0: |          | 10600/? [1:13:31<00:00,  2.40it/s]
Epoch 0: |          | 10601/? [1:13:31<00:00,  2.40it/s]
Epoch 0: |          | 10601/? [1:13:31<00:00,  2.40it/s]
Epoch 0: |          | 10602/? [1:13:32<00:00,  2.40it/s]
Epoch 0: |          | 10602/? [1:13:32<00:00,  2.40it/s]
Epoch 0: |          | 10603/? [1:13:32<00:00,  2.40it/s]
Epoch 0: |          | 10603/? [1:13:32<00:00,  2.40it/s]
Epoch 0: |          | 10604/? [1:13:33<00:00,  2.40it/s]
Epoch 0: |          | 10604/? [1:13:33<00:00,  2.40it/s]
Epoch 0: |          | 10605/? [1:13:33<00:00,  2.40it/s]
Epoch 0: |          | 10605/? [1:13:33<00:00,  2.40it/s]
Epoch 0: |          | 10606/? [1:13:33<00:00,  2.40it/s]
Epoch 0: |          | 10606/? [1:13:33<00:00,  2.40it/s]
Epoch 0: |          | 10607/? [1:13:34<00:00,  2.40it/s]
Epoch 0: |          | 10607/? [1:13:34<00:00,  2.40it/s]
Epoch 0: |          | 10608/? [1:13:34<00:00,  2.40it/s]
Epoch 0: |          | 10608/? [1:13:34<00:00,  2.40it/s]
Epoch 0: |          | 10609/? [1:13:35<00:00,  2.40it/s]
Epoch 0: |          | 10609/? [1:13:35<00:00,  2.40it/s]
Epoch 0: |          | 10610/? [1:13:35<00:00,  2.40it/s]
Epoch 0: |          | 10610/? [1:13:35<00:00,  2.40it/s]
Epoch 0: |          | 10611/? [1:13:36<00:00,  2.40it/s]
Epoch 0: |          | 10611/? [1:13:36<00:00,  2.40it/s]
Epoch 0: |          | 10612/? [1:13:36<00:00,  2.40it/s]
Epoch 0: |          | 10612/? [1:13:36<00:00,  2.40it/s]
Epoch 0: |          | 10613/? [1:13:36<00:00,  2.40it/s]
Epoch 0: |          | 10613/? [1:13:36<00:00,  2.40it/s]
Epoch 0: |          | 10614/? [1:13:37<00:00,  2.40it/s]
Epoch 0: |          | 10614/? [1:13:37<00:00,  2.40it/s]
Epoch 0: |          | 10615/? [1:13:37<00:00,  2.40it/s]
Epoch 0: |          | 10615/? [1:13:37<00:00,  2.40it/s]
Epoch 0: |          | 10616/? [1:13:38<00:00,  2.40it/s]
Epoch 0: |          | 10616/? [1:13:38<00:00,  2.40it/s]
Epoch 0: |          | 10617/? [1:13:38<00:00,  2.40it/s]
Epoch 0: |          | 10617/? [1:13:38<00:00,  2.40it/s]
Epoch 0: |          | 10618/? [1:13:38<00:00,  2.40it/s]
Epoch 0: |          | 10618/? [1:13:38<00:00,  2.40it/s]
Epoch 0: |          | 10619/? [1:13:39<00:00,  2.40it/s]
Epoch 0: |          | 10619/? [1:13:39<00:00,  2.40it/s]
Epoch 0: |          | 10620/? [1:13:39<00:00,  2.40it/s]
Epoch 0: |          | 10620/? [1:13:39<00:00,  2.40it/s]
Epoch 0: |          | 10621/? [1:13:40<00:00,  2.40it/s]
Epoch 0: |          | 10621/? [1:13:40<00:00,  2.40it/s]
Epoch 0: |          | 10622/? [1:13:40<00:00,  2.40it/s]
Epoch 0: |          | 10622/? [1:13:40<00:00,  2.40it/s]
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Epoch 0: |          | 10640/? [1:13:47<00:00,  2.40it/s]
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Epoch 0: |          | 10643/? [1:13:49<00:00,  2.40it/s]
Epoch 0: |          | 10643/? [1:13:49<00:00,  2.40it/s]
Epoch 0: |          | 10644/? [1:13:49<00:00,  2.40it/s]
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Epoch 0: |          | 10645/? [1:13:49<00:00,  2.40it/s]
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Epoch 0: |          | 10648/? [1:13:51<00:00,  2.40it/s]
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Epoch 0: |          | 10649/? [1:13:51<00:00,  2.40it/s]
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Epoch 0: |          | 10650/? [1:13:52<00:00,  2.40it/s]
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Epoch 0: |          | 10651/? [1:13:52<00:00,  2.40it/s]
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Epoch 0: |          | 10652/? [1:13:52<00:00,  2.40it/s]
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Epoch 0: |          | 10653/? [1:13:53<00:00,  2.40it/s]
Epoch 0: |          | 10653/? [1:13:53<00:00,  2.40it/s]
Epoch 0: |          | 10654/? [1:13:53<00:00,  2.40it/s]
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Epoch 0: |          | 10655/? [1:13:54<00:00,  2.40it/s]
Epoch 0: |          | 10655/? [1:13:54<00:00,  2.40it/s]
Epoch 0: |          | 10656/? [1:13:54<00:00,  2.40it/s]
Epoch 0: |          | 10656/? [1:13:54<00:00,  2.40it/s]
Epoch 0: |          | 10657/? [1:13:54<00:00,  2.40it/s]
Epoch 0: |          | 10657/? [1:13:54<00:00,  2.40it/s]
Epoch 0: |          | 10658/? [1:13:55<00:00,  2.40it/s]
Epoch 0: |          | 10658/? [1:13:55<00:00,  2.40it/s]
Epoch 0: |          | 10659/? [1:13:55<00:00,  2.40it/s]
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Epoch 0: |          | 10660/? [1:13:56<00:00,  2.40it/s]
Epoch 0: |          | 10660/? [1:13:56<00:00,  2.40it/s]
Epoch 0: |          | 10661/? [1:13:56<00:00,  2.40it/s]
Epoch 0: |          | 10661/? [1:13:56<00:00,  2.40it/s]
Epoch 0: |          | 10662/? [1:13:56<00:00,  2.40it/s]
Epoch 0: |          | 10662/? [1:13:56<00:00,  2.40it/s]
Epoch 0: |          | 10663/? [1:13:57<00:00,  2.40it/s]
Epoch 0: |          | 10663/? [1:13:57<00:00,  2.40it/s]
Epoch 0: |          | 10664/? [1:13:57<00:00,  2.40it/s]
Epoch 0: |          | 10664/? [1:13:57<00:00,  2.40it/s]
Epoch 0: |          | 10665/? [1:13:58<00:00,  2.40it/s]
Epoch 0: |          | 10665/? [1:13:58<00:00,  2.40it/s]
Epoch 0: |          | 10666/? [1:13:58<00:00,  2.40it/s]
Epoch 0: |          | 10666/? [1:13:58<00:00,  2.40it/s]
Epoch 0: |          | 10667/? [1:13:58<00:00,  2.40it/s]
Epoch 0: |          | 10667/? [1:13:58<00:00,  2.40it/s]
Epoch 0: |          | 10668/? [1:13:59<00:00,  2.40it/s]
Epoch 0: |          | 10668/? [1:13:59<00:00,  2.40it/s]
Epoch 0: |          | 10669/? [1:13:59<00:00,  2.40it/s]
Epoch 0: |          | 10669/? [1:13:59<00:00,  2.40it/s]
Epoch 0: |          | 10670/? [1:14:00<00:00,  2.40it/s]
Epoch 0: |          | 10670/? [1:14:00<00:00,  2.40it/s]
Epoch 0: |          | 10671/? [1:14:00<00:00,  2.40it/s]
Epoch 0: |          | 10671/? [1:14:00<00:00,  2.40it/s]
Epoch 0: |          | 10672/? [1:14:01<00:00,  2.40it/s]
Epoch 0: |          | 10672/? [1:14:01<00:00,  2.40it/s]
Epoch 0: |          | 10673/? [1:14:01<00:00,  2.40it/s]
Epoch 0: |          | 10673/? [1:14:01<00:00,  2.40it/s]
Epoch 0: |          | 10674/? [1:14:01<00:00,  2.40it/s]
Epoch 0: |          | 10674/? [1:14:01<00:00,  2.40it/s]
Epoch 0: |          | 10675/? [1:14:02<00:00,  2.40it/s]
Epoch 0: |          | 10675/? [1:14:02<00:00,  2.40it/s]
Epoch 0: |          | 10676/? [1:14:02<00:00,  2.40it/s]
Epoch 0: |          | 10676/? [1:14:02<00:00,  2.40it/s]
Epoch 0: |          | 10677/? [1:14:03<00:00,  2.40it/s]
Epoch 0: |          | 10677/? [1:14:03<00:00,  2.40it/s]
Epoch 0: |          | 10678/? [1:14:03<00:00,  2.40it/s]
Epoch 0: |          | 10678/? [1:14:03<00:00,  2.40it/s]
Epoch 0: |          | 10679/? [1:14:03<00:00,  2.40it/s]
Epoch 0: |          | 10679/? [1:14:03<00:00,  2.40it/s]
Epoch 0: |          | 10680/? [1:14:04<00:00,  2.40it/s]
Epoch 0: |          | 10680/? [1:14:04<00:00,  2.40it/s]
Epoch 0: |          | 10681/? [1:14:04<00:00,  2.40it/s]
Epoch 0: |          | 10681/? [1:14:04<00:00,  2.40it/s]
Epoch 0: |          | 10682/? [1:14:05<00:00,  2.40it/s]
Epoch 0: |          | 10682/? [1:14:05<00:00,  2.40it/s]
Epoch 0: |          | 10683/? [1:14:05<00:00,  2.40it/s]
Epoch 0: |          | 10683/? [1:14:05<00:00,  2.40it/s]
Epoch 0: |          | 10684/? [1:14:05<00:00,  2.40it/s]
Epoch 0: |          | 10684/? [1:14:05<00:00,  2.40it/s]
Epoch 0: |          | 10685/? [1:14:06<00:00,  2.40it/s]
Epoch 0: |          | 10685/? [1:14:06<00:00,  2.40it/s]
Epoch 0: |          | 10686/? [1:14:06<00:00,  2.40it/s]
Epoch 0: |          | 10686/? [1:14:06<00:00,  2.40it/s]
Epoch 0: |          | 10687/? [1:14:07<00:00,  2.40it/s]
Epoch 0: |          | 10687/? [1:14:07<00:00,  2.40it/s]
Epoch 0: |          | 10688/? [1:14:07<00:00,  2.40it/s]
Epoch 0: |          | 10688/? [1:14:07<00:00,  2.40it/s]
Epoch 0: |          | 10689/? [1:14:07<00:00,  2.40it/s]
Epoch 0: |          | 10689/? [1:14:07<00:00,  2.40it/s]
Epoch 0: |          | 10690/? [1:14:08<00:00,  2.40it/s]
Epoch 0: |          | 10690/? [1:14:08<00:00,  2.40it/s]
Epoch 0: |          | 10691/? [1:14:08<00:00,  2.40it/s]
Epoch 0: |          | 10691/? [1:14:08<00:00,  2.40it/s]
Epoch 0: |          | 10692/? [1:14:09<00:00,  2.40it/s]
Epoch 0: |          | 10692/? [1:14:09<00:00,  2.40it/s]
Epoch 0: |          | 10693/? [1:14:09<00:00,  2.40it/s]
Epoch 0: |          | 10693/? [1:14:09<00:00,  2.40it/s]
Epoch 0: |          | 10694/? [1:14:10<00:00,  2.40it/s]
Epoch 0: |          | 10694/? [1:14:10<00:00,  2.40it/s]
Epoch 0: |          | 10695/? [1:14:10<00:00,  2.40it/s]
Epoch 0: |          | 10695/? [1:14:10<00:00,  2.40it/s]
Epoch 0: |          | 10696/? [1:14:10<00:00,  2.40it/s]
Epoch 0: |          | 10696/? [1:14:10<00:00,  2.40it/s]
Epoch 0: |          | 10697/? [1:14:11<00:00,  2.40it/s]
Epoch 0: |          | 10697/? [1:14:11<00:00,  2.40it/s]
Epoch 0: |          | 10698/? [1:14:11<00:00,  2.40it/s]
Epoch 0: |          | 10698/? [1:14:11<00:00,  2.40it/s]
Epoch 0: |          | 10699/? [1:14:12<00:00,  2.40it/s]
Epoch 0: |          | 10699/? [1:14:12<00:00,  2.40it/s]
Epoch 0: |          | 10700/? [1:14:12<00:00,  2.40it/s]
Epoch 0: |          | 10700/? [1:14:12<00:00,  2.40it/s]
Epoch 0: |          | 10701/? [1:14:12<00:00,  2.40it/s]
Epoch 0: |          | 10701/? [1:14:12<00:00,  2.40it/s]
Epoch 0: |          | 10702/? [1:14:13<00:00,  2.40it/s]
Epoch 0: |          | 10702/? [1:14:13<00:00,  2.40it/s]
Epoch 0: |          | 10703/? [1:14:13<00:00,  2.40it/s]
Epoch 0: |          | 10703/? [1:14:13<00:00,  2.40it/s]
Epoch 0: |          | 10704/? [1:14:14<00:00,  2.40it/s]
Epoch 0: |          | 10704/? [1:14:14<00:00,  2.40it/s]
Epoch 0: |          | 10705/? [1:14:14<00:00,  2.40it/s]
Epoch 0: |          | 10705/? [1:14:14<00:00,  2.40it/s]
Epoch 0: |          | 10706/? [1:14:14<00:00,  2.40it/s]
Epoch 0: |          | 10706/? [1:14:14<00:00,  2.40it/s]
Epoch 0: |          | 10707/? [1:14:15<00:00,  2.40it/s]
Epoch 0: |          | 10707/? [1:14:15<00:00,  2.40it/s]
Epoch 0: |          | 10708/? [1:14:15<00:00,  2.40it/s]
Epoch 0: |          | 10708/? [1:14:15<00:00,  2.40it/s]
Epoch 0: |          | 10709/? [1:14:16<00:00,  2.40it/s]
Epoch 0: |          | 10709/? [1:14:16<00:00,  2.40it/s]
Epoch 0: |          | 10710/? [1:14:16<00:00,  2.40it/s]
Epoch 0: |          | 10710/? [1:14:16<00:00,  2.40it/s]
Epoch 0: |          | 10711/? [1:14:17<00:00,  2.40it/s]
Epoch 0: |          | 10711/? [1:14:17<00:00,  2.40it/s]
Epoch 0: |          | 10712/? [1:14:17<00:00,  2.40it/s]
Epoch 0: |          | 10712/? [1:14:17<00:00,  2.40it/s]
Epoch 0: |          | 10713/? [1:14:17<00:00,  2.40it/s]
Epoch 0: |          | 10713/? [1:14:17<00:00,  2.40it/s]
Epoch 0: |          | 10714/? [1:14:18<00:00,  2.40it/s]
Epoch 0: |          | 10714/? [1:14:18<00:00,  2.40it/s]
Epoch 0: |          | 10715/? [1:14:18<00:00,  2.40it/s]
Epoch 0: |          | 10715/? [1:14:18<00:00,  2.40it/s]
Epoch 0: |          | 10716/? [1:14:19<00:00,  2.40it/s]
Epoch 0: |          | 10716/? [1:14:19<00:00,  2.40it/s]
Epoch 0: |          | 10717/? [1:14:19<00:00,  2.40it/s]
Epoch 0: |          | 10717/? [1:14:19<00:00,  2.40it/s]
Epoch 0: |          | 10718/? [1:14:19<00:00,  2.40it/s]
Epoch 0: |          | 10718/? [1:14:19<00:00,  2.40it/s]
Epoch 0: |          | 10719/? [1:14:20<00:00,  2.40it/s]
Epoch 0: |          | 10719/? [1:14:20<00:00,  2.40it/s]
Epoch 0: |          | 10720/? [1:14:20<00:00,  2.40it/s]
Epoch 0: |          | 10720/? [1:14:20<00:00,  2.40it/s]
Epoch 0: |          | 10721/? [1:14:21<00:00,  2.40it/s]
Epoch 0: |          | 10721/? [1:14:21<00:00,  2.40it/s]
Epoch 0: |          | 10722/? [1:14:21<00:00,  2.40it/s]
Epoch 0: |          | 10722/? [1:14:21<00:00,  2.40it/s]
Epoch 0: |          | 10723/? [1:14:22<00:00,  2.40it/s]
Epoch 0: |          | 10723/? [1:14:22<00:00,  2.40it/s]
Epoch 0: |          | 10724/? [1:14:22<00:00,  2.40it/s]
Epoch 0: |          | 10724/? [1:14:22<00:00,  2.40it/s]
Epoch 0: |          | 10725/? [1:14:22<00:00,  2.40it/s]
Epoch 0: |          | 10725/? [1:14:22<00:00,  2.40it/s]
Epoch 0: |          | 10726/? [1:14:23<00:00,  2.40it/s]
Epoch 0: |          | 10726/? [1:14:23<00:00,  2.40it/s]
Epoch 0: |          | 10727/? [1:14:23<00:00,  2.40it/s]
Epoch 0: |          | 10727/? [1:14:23<00:00,  2.40it/s]
Epoch 0: |          | 10728/? [1:14:24<00:00,  2.40it/s]
Epoch 0: |          | 10728/? [1:14:24<00:00,  2.40it/s]
Epoch 0: |          | 10729/? [1:14:24<00:00,  2.40it/s]
Epoch 0: |          | 10729/? [1:14:24<00:00,  2.40it/s]
Epoch 0: |          | 10730/? [1:14:24<00:00,  2.40it/s]
Epoch 0: |          | 10730/? [1:14:24<00:00,  2.40it/s]
Epoch 0: |          | 10731/? [1:14:25<00:00,  2.40it/s]
Epoch 0: |          | 10731/? [1:14:25<00:00,  2.40it/s]
Epoch 0: |          | 10732/? [1:14:25<00:00,  2.40it/s]
Epoch 0: |          | 10732/? [1:14:25<00:00,  2.40it/s]
Epoch 0: |          | 10733/? [1:14:26<00:00,  2.40it/s]
Epoch 0: |          | 10733/? [1:14:26<00:00,  2.40it/s]
Epoch 0: |          | 10734/? [1:14:26<00:00,  2.40it/s]
Epoch 0: |          | 10734/? [1:14:26<00:00,  2.40it/s]
Epoch 0: |          | 10735/? [1:14:27<00:00,  2.40it/s]
Epoch 0: |          | 10735/? [1:14:27<00:00,  2.40it/s]
Epoch 0: |          | 10736/? [1:14:27<00:00,  2.40it/s]
Epoch 0: |          | 10736/? [1:14:27<00:00,  2.40it/s]
Epoch 0: |          | 10737/? [1:14:27<00:00,  2.40it/s]
Epoch 0: |          | 10737/? [1:14:27<00:00,  2.40it/s]
Epoch 0: |          | 10738/? [1:14:28<00:00,  2.40it/s]
Epoch 0: |          | 10738/? [1:14:28<00:00,  2.40it/s]
Epoch 0: |          | 10739/? [1:14:28<00:00,  2.40it/s]
Epoch 0: |          | 10739/? [1:14:28<00:00,  2.40it/s]
Epoch 0: |          | 10740/? [1:14:29<00:00,  2.40it/s]
Epoch 0: |          | 10740/? [1:14:29<00:00,  2.40it/s]
Epoch 0: |          | 10741/? [1:14:29<00:00,  2.40it/s]
Epoch 0: |          | 10741/? [1:14:29<00:00,  2.40it/s]
Epoch 0: |          | 10742/? [1:14:29<00:00,  2.40it/s]
Epoch 0: |          | 10742/? [1:14:29<00:00,  2.40it/s]
Epoch 0: |          | 10743/? [1:14:30<00:00,  2.40it/s]
Epoch 0: |          | 10743/? [1:14:30<00:00,  2.40it/s]
Epoch 0: |          | 10744/? [1:14:30<00:00,  2.40it/s]
Epoch 0: |          | 10744/? [1:14:30<00:00,  2.40it/s]
Epoch 0: |          | 10745/? [1:14:31<00:00,  2.40it/s]
Epoch 0: |          | 10745/? [1:14:31<00:00,  2.40it/s]
Epoch 0: |          | 10746/? [1:14:31<00:00,  2.40it/s]
Epoch 0: |          | 10746/? [1:14:31<00:00,  2.40it/s]
Epoch 0: |          | 10747/? [1:14:32<00:00,  2.40it/s]
Epoch 0: |          | 10747/? [1:14:32<00:00,  2.40it/s]
Epoch 0: |          | 10748/? [1:14:32<00:00,  2.40it/s]
Epoch 0: |          | 10748/? [1:14:32<00:00,  2.40it/s]
Epoch 0: |          | 10749/? [1:14:32<00:00,  2.40it/s]
Epoch 0: |          | 10749/? [1:14:32<00:00,  2.40it/s]
Epoch 0: |          | 10750/? [1:14:33<00:00,  2.40it/s]
Epoch 0: |          | 10750/? [1:14:33<00:00,  2.40it/s]
Epoch 0: |          | 10751/? [1:14:33<00:00,  2.40it/s]
Epoch 0: |          | 10751/? [1:14:33<00:00,  2.40it/s]
Epoch 0: |          | 10752/? [1:14:34<00:00,  2.40it/s]
Epoch 0: |          | 10752/? [1:14:34<00:00,  2.40it/s]
Epoch 0: |          | 10753/? [1:14:34<00:00,  2.40it/s]
Epoch 0: |          | 10753/? [1:14:34<00:00,  2.40it/s]
Epoch 0: |          | 10754/? [1:14:34<00:00,  2.40it/s]
Epoch 0: |          | 10754/? [1:14:34<00:00,  2.40it/s]
Epoch 0: |          | 10755/? [1:14:35<00:00,  2.40it/s]
Epoch 0: |          | 10755/? [1:14:35<00:00,  2.40it/s]
Epoch 0: |          | 10756/? [1:14:35<00:00,  2.40it/s]
Epoch 0: |          | 10756/? [1:14:35<00:00,  2.40it/s]
Epoch 0: |          | 10757/? [1:14:36<00:00,  2.40it/s]
Epoch 0: |          | 10757/? [1:14:36<00:00,  2.40it/s]
Epoch 0: |          | 10758/? [1:14:36<00:00,  2.40it/s]
Epoch 0: |          | 10758/? [1:14:36<00:00,  2.40it/s]
Epoch 0: |          | 10759/? [1:14:36<00:00,  2.40it/s]
Epoch 0: |          | 10759/? [1:14:36<00:00,  2.40it/s]
Epoch 0: |          | 10760/? [1:14:37<00:00,  2.40it/s]
Epoch 0: |          | 10760/? [1:14:37<00:00,  2.40it/s]
Epoch 0: |          | 10761/? [1:14:37<00:00,  2.40it/s]
Epoch 0: |          | 10761/? [1:14:37<00:00,  2.40it/s]
Epoch 0: |          | 10762/? [1:14:38<00:00,  2.40it/s]
Epoch 0: |          | 10762/? [1:14:38<00:00,  2.40it/s]
Epoch 0: |          | 10763/? [1:14:38<00:00,  2.40it/s]
Epoch 0: |          | 10763/? [1:14:38<00:00,  2.40it/s]
Epoch 0: |          | 10764/? [1:14:38<00:00,  2.40it/s]
Epoch 0: |          | 10764/? [1:14:38<00:00,  2.40it/s]
Epoch 0: |          | 10765/? [1:14:39<00:00,  2.40it/s]
Epoch 0: |          | 10765/? [1:14:39<00:00,  2.40it/s]
Epoch 0: |          | 10766/? [1:14:39<00:00,  2.40it/s]
Epoch 0: |          | 10766/? [1:14:39<00:00,  2.40it/s]
Epoch 0: |          | 10767/? [1:14:40<00:00,  2.40it/s]
Epoch 0: |          | 10767/? [1:14:40<00:00,  2.40it/s]
Epoch 0: |          | 10768/? [1:14:40<00:00,  2.40it/s]
Epoch 0: |          | 10768/? [1:14:40<00:00,  2.40it/s]
Epoch 0: |          | 10769/? [1:14:40<00:00,  2.40it/s]
Epoch 0: |          | 10769/? [1:14:40<00:00,  2.40it/s]
Epoch 0: |          | 10770/? [1:14:41<00:00,  2.40it/s]
Epoch 0: |          | 10770/? [1:14:41<00:00,  2.40it/s]
Epoch 0: |          | 10771/? [1:14:41<00:00,  2.40it/s]
Epoch 0: |          | 10771/? [1:14:41<00:00,  2.40it/s]
Epoch 0: |          | 10772/? [1:14:42<00:00,  2.40it/s]
Epoch 0: |          | 10772/? [1:14:42<00:00,  2.40it/s]
Epoch 0: |          | 10773/? [1:14:42<00:00,  2.40it/s]
Epoch 0: |          | 10773/? [1:14:42<00:00,  2.40it/s]
Epoch 0: |          | 10774/? [1:14:42<00:00,  2.40it/s]
Epoch 0: |          | 10774/? [1:14:42<00:00,  2.40it/s]
Epoch 0: |          | 10775/? [1:14:43<00:00,  2.40it/s]
Epoch 0: |          | 10775/? [1:14:43<00:00,  2.40it/s]
Epoch 0: |          | 10776/? [1:14:43<00:00,  2.40it/s]
Epoch 0: |          | 10776/? [1:14:43<00:00,  2.40it/s]
Epoch 0: |          | 10777/? [1:14:44<00:00,  2.40it/s]
Epoch 0: |          | 10777/? [1:14:44<00:00,  2.40it/s]
Epoch 0: |          | 10778/? [1:14:44<00:00,  2.40it/s]
Epoch 0: |          | 10778/? [1:14:44<00:00,  2.40it/s]
Epoch 0: |          | 10779/? [1:14:44<00:00,  2.40it/s]
Epoch 0: |          | 10779/? [1:14:44<00:00,  2.40it/s]
Epoch 0: |          | 10780/? [1:14:45<00:00,  2.40it/s]
Epoch 0: |          | 10780/? [1:14:45<00:00,  2.40it/s]
Epoch 0: |          | 10781/? [1:14:45<00:00,  2.40it/s]
Epoch 0: |          | 10781/? [1:14:45<00:00,  2.40it/s]
Epoch 0: |          | 10782/? [1:14:46<00:00,  2.40it/s]
Epoch 0: |          | 10782/? [1:14:46<00:00,  2.40it/s]
Epoch 0: |          | 10783/? [1:14:46<00:00,  2.40it/s]
Epoch 0: |          | 10783/? [1:14:46<00:00,  2.40it/s]
Epoch 0: |          | 10784/? [1:14:47<00:00,  2.40it/s]
Epoch 0: |          | 10784/? [1:14:47<00:00,  2.40it/s]
Epoch 0: |          | 10785/? [1:14:47<00:00,  2.40it/s]
Epoch 0: |          | 10785/? [1:14:47<00:00,  2.40it/s]
Epoch 0: |          | 10786/? [1:14:47<00:00,  2.40it/s]
Epoch 0: |          | 10786/? [1:14:47<00:00,  2.40it/s]
Epoch 0: |          | 10787/? [1:14:48<00:00,  2.40it/s]
Epoch 0: |          | 10787/? [1:14:48<00:00,  2.40it/s]
Epoch 0: |          | 10788/? [1:14:48<00:00,  2.40it/s]
Epoch 0: |          | 10788/? [1:14:48<00:00,  2.40it/s]
Epoch 0: |          | 10789/? [1:14:49<00:00,  2.40it/s]
Epoch 0: |          | 10789/? [1:14:49<00:00,  2.40it/s]
Epoch 0: |          | 10790/? [1:14:49<00:00,  2.40it/s]
Epoch 0: |          | 10790/? [1:14:49<00:00,  2.40it/s]
Epoch 0: |          | 10791/? [1:14:49<00:00,  2.40it/s]
Epoch 0: |          | 10791/? [1:14:49<00:00,  2.40it/s]
Epoch 0: |          | 10792/? [1:14:50<00:00,  2.40it/s]
Epoch 0: |          | 10792/? [1:14:50<00:00,  2.40it/s]
Epoch 0: |          | 10793/? [1:14:50<00:00,  2.40it/s]
Epoch 0: |          | 10793/? [1:14:50<00:00,  2.40it/s]
Epoch 0: |          | 10794/? [1:14:51<00:00,  2.40it/s]
Epoch 0: |          | 10794/? [1:14:51<00:00,  2.40it/s]
Epoch 0: |          | 10795/? [1:14:51<00:00,  2.40it/s]
Epoch 0: |          | 10795/? [1:14:51<00:00,  2.40it/s]
Epoch 0: |          | 10796/? [1:14:51<00:00,  2.40it/s]
Epoch 0: |          | 10796/? [1:14:51<00:00,  2.40it/s]
Epoch 0: |          | 10797/? [1:14:52<00:00,  2.40it/s]
Epoch 0: |          | 10797/? [1:14:52<00:00,  2.40it/s]
Epoch 0: |          | 10798/? [1:14:52<00:00,  2.40it/s]
Epoch 0: |          | 10798/? [1:14:52<00:00,  2.40it/s]
Epoch 0: |          | 10799/? [1:14:53<00:00,  2.40it/s]
Epoch 0: |          | 10799/? [1:14:53<00:00,  2.40it/s]
Epoch 0: |          | 10800/? [1:14:53<00:00,  2.40it/s]
Epoch 0: |          | 10800/? [1:14:53<00:00,  2.40it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.83it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.71it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.92it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.89it/s]

Epoch 0: |          | 10800/? [1:14:53<00:00,  2.40it/s]
Epoch 0: |          | 10801/? [1:14:54<00:00,  2.40it/s]
Epoch 0: |          | 10801/? [1:14:54<00:00,  2.40it/s]
Epoch 0: |          | 10802/? [1:14:54<00:00,  2.40it/s]
Epoch 0: |          | 10802/? [1:14:54<00:00,  2.40it/s]
Epoch 0: |          | 10803/? [1:14:55<00:00,  2.40it/s]
Epoch 0: |          | 10803/? [1:14:55<00:00,  2.40it/s]
Epoch 0: |          | 10804/? [1:14:55<00:00,  2.40it/s]
Epoch 0: |          | 10804/? [1:14:55<00:00,  2.40it/s]
Epoch 0: |          | 10805/? [1:14:56<00:00,  2.40it/s]
Epoch 0: |          | 10805/? [1:14:56<00:00,  2.40it/s]
Epoch 0: |          | 10806/? [1:14:56<00:00,  2.40it/s]
Epoch 0: |          | 10806/? [1:14:56<00:00,  2.40it/s]
Epoch 0: |          | 10807/? [1:14:56<00:00,  2.40it/s]
Epoch 0: |          | 10807/? [1:14:56<00:00,  2.40it/s]
Epoch 0: |          | 10808/? [1:14:57<00:00,  2.40it/s]
Epoch 0: |          | 10808/? [1:14:57<00:00,  2.40it/s]
Epoch 0: |          | 10809/? [1:14:57<00:00,  2.40it/s]
Epoch 0: |          | 10809/? [1:14:57<00:00,  2.40it/s]
Epoch 0: |          | 10810/? [1:14:58<00:00,  2.40it/s]
Epoch 0: |          | 10810/? [1:14:58<00:00,  2.40it/s]
Epoch 0: |          | 10811/? [1:14:58<00:00,  2.40it/s]
Epoch 0: |          | 10811/? [1:14:58<00:00,  2.40it/s]
Epoch 0: |          | 10812/? [1:14:58<00:00,  2.40it/s]
Epoch 0: |          | 10812/? [1:14:58<00:00,  2.40it/s]
Epoch 0: |          | 10813/? [1:14:59<00:00,  2.40it/s]
Epoch 0: |          | 10813/? [1:14:59<00:00,  2.40it/s]
Epoch 0: |          | 10814/? [1:14:59<00:00,  2.40it/s]
Epoch 0: |          | 10814/? [1:14:59<00:00,  2.40it/s]
Epoch 0: |          | 10815/? [1:15:00<00:00,  2.40it/s]
Epoch 0: |          | 10815/? [1:15:00<00:00,  2.40it/s]
Epoch 0: |          | 10816/? [1:15:00<00:00,  2.40it/s]
Epoch 0: |          | 10816/? [1:15:00<00:00,  2.40it/s]
Epoch 0: |          | 10817/? [1:15:00<00:00,  2.40it/s]
Epoch 0: |          | 10817/? [1:15:00<00:00,  2.40it/s]
Epoch 0: |          | 10818/? [1:15:01<00:00,  2.40it/s]
Epoch 0: |          | 10818/? [1:15:01<00:00,  2.40it/s]
Epoch 0: |          | 10819/? [1:15:01<00:00,  2.40it/s]
Epoch 0: |          | 10819/? [1:15:01<00:00,  2.40it/s]
Epoch 0: |          | 10820/? [1:15:02<00:00,  2.40it/s]
Epoch 0: |          | 10820/? [1:15:02<00:00,  2.40it/s]
Epoch 0: |          | 10821/? [1:15:02<00:00,  2.40it/s]
Epoch 0: |          | 10821/? [1:15:02<00:00,  2.40it/s]
Epoch 0: |          | 10822/? [1:15:02<00:00,  2.40it/s]
Epoch 0: |          | 10822/? [1:15:02<00:00,  2.40it/s]
Epoch 0: |          | 10823/? [1:15:03<00:00,  2.40it/s]
Epoch 0: |          | 10823/? [1:15:03<00:00,  2.40it/s]
Epoch 0: |          | 10824/? [1:15:03<00:00,  2.40it/s]
Epoch 0: |          | 10824/? [1:15:03<00:00,  2.40it/s]
Epoch 0: |          | 10825/? [1:15:04<00:00,  2.40it/s]
Epoch 0: |          | 10825/? [1:15:04<00:00,  2.40it/s]
Epoch 0: |          | 10826/? [1:15:04<00:00,  2.40it/s]
Epoch 0: |          | 10826/? [1:15:04<00:00,  2.40it/s]
Epoch 0: |          | 10827/? [1:15:04<00:00,  2.40it/s]
Epoch 0: |          | 10827/? [1:15:04<00:00,  2.40it/s]
Epoch 0: |          | 10828/? [1:15:05<00:00,  2.40it/s]
Epoch 0: |          | 10828/? [1:15:05<00:00,  2.40it/s]
Epoch 0: |          | 10829/? [1:15:05<00:00,  2.40it/s]
Epoch 0: |          | 10829/? [1:15:05<00:00,  2.40it/s]
Epoch 0: |          | 10830/? [1:15:06<00:00,  2.40it/s]
Epoch 0: |          | 10830/? [1:15:06<00:00,  2.40it/s]
Epoch 0: |          | 10831/? [1:15:06<00:00,  2.40it/s]
Epoch 0: |          | 10831/? [1:15:06<00:00,  2.40it/s]
Epoch 0: |          | 10832/? [1:15:06<00:00,  2.40it/s]
Epoch 0: |          | 10832/? [1:15:06<00:00,  2.40it/s]
Epoch 0: |          | 10833/? [1:15:07<00:00,  2.40it/s]
Epoch 0: |          | 10833/? [1:15:07<00:00,  2.40it/s]
Epoch 0: |          | 10834/? [1:15:07<00:00,  2.40it/s]
Epoch 0: |          | 10834/? [1:15:07<00:00,  2.40it/s]
Epoch 0: |          | 10835/? [1:15:08<00:00,  2.40it/s]
Epoch 0: |          | 10835/? [1:15:08<00:00,  2.40it/s]
Epoch 0: |          | 10836/? [1:15:08<00:00,  2.40it/s]
Epoch 0: |          | 10836/? [1:15:08<00:00,  2.40it/s]
Epoch 0: |          | 10837/? [1:15:09<00:00,  2.40it/s]
Epoch 0: |          | 10837/? [1:15:09<00:00,  2.40it/s]
Epoch 0: |          | 10838/? [1:15:09<00:00,  2.40it/s]
Epoch 0: |          | 10838/? [1:15:09<00:00,  2.40it/s]
Epoch 0: |          | 10839/? [1:15:09<00:00,  2.40it/s]
Epoch 0: |          | 10839/? [1:15:09<00:00,  2.40it/s]
Epoch 0: |          | 10840/? [1:15:10<00:00,  2.40it/s]
Epoch 0: |          | 10840/? [1:15:10<00:00,  2.40it/s]
Epoch 0: |          | 10841/? [1:15:10<00:00,  2.40it/s]
Epoch 0: |          | 10841/? [1:15:10<00:00,  2.40it/s]
Epoch 0: |          | 10842/? [1:15:10<00:00,  2.40it/s]
Epoch 0: |          | 10842/? [1:15:10<00:00,  2.40it/s]
Epoch 0: |          | 10843/? [1:15:11<00:00,  2.40it/s]
Epoch 0: |          | 10843/? [1:15:11<00:00,  2.40it/s]
Epoch 0: |          | 10844/? [1:15:11<00:00,  2.40it/s]
Epoch 0: |          | 10844/? [1:15:11<00:00,  2.40it/s]
Epoch 0: |          | 10845/? [1:15:12<00:00,  2.40it/s]
Epoch 0: |          | 10845/? [1:15:12<00:00,  2.40it/s]
Epoch 0: |          | 10846/? [1:15:12<00:00,  2.40it/s]
Epoch 0: |          | 10846/? [1:15:12<00:00,  2.40it/s]
Epoch 0: |          | 10847/? [1:15:12<00:00,  2.40it/s]
Epoch 0: |          | 10847/? [1:15:12<00:00,  2.40it/s]
Epoch 0: |          | 10848/? [1:15:13<00:00,  2.40it/s]
Epoch 0: |          | 10848/? [1:15:13<00:00,  2.40it/s]
Epoch 0: |          | 10849/? [1:15:13<00:00,  2.40it/s]
Epoch 0: |          | 10849/? [1:15:13<00:00,  2.40it/s]
Epoch 0: |          | 10850/? [1:15:14<00:00,  2.40it/s]
Epoch 0: |          | 10850/? [1:15:14<00:00,  2.40it/s]
Epoch 0: |          | 10851/? [1:15:14<00:00,  2.40it/s]
Epoch 0: |          | 10851/? [1:15:14<00:00,  2.40it/s]
Epoch 0: |          | 10852/? [1:15:14<00:00,  2.40it/s]
Epoch 0: |          | 10852/? [1:15:14<00:00,  2.40it/s]
Epoch 0: |          | 10853/? [1:15:15<00:00,  2.40it/s]
Epoch 0: |          | 10853/? [1:15:15<00:00,  2.40it/s]
Epoch 0: |          | 10854/? [1:15:15<00:00,  2.40it/s]
Epoch 0: |          | 10854/? [1:15:15<00:00,  2.40it/s]
Epoch 0: |          | 10855/? [1:15:16<00:00,  2.40it/s]
Epoch 0: |          | 10855/? [1:15:16<00:00,  2.40it/s]
Epoch 0: |          | 10856/? [1:15:16<00:00,  2.40it/s]
Epoch 0: |          | 10856/? [1:15:16<00:00,  2.40it/s]
Epoch 0: |          | 10857/? [1:15:16<00:00,  2.40it/s]
Epoch 0: |          | 10857/? [1:15:16<00:00,  2.40it/s]
Epoch 0: |          | 10858/? [1:15:17<00:00,  2.40it/s]
Epoch 0: |          | 10858/? [1:15:17<00:00,  2.40it/s]
Epoch 0: |          | 10859/? [1:15:17<00:00,  2.40it/s]
Epoch 0: |          | 10859/? [1:15:17<00:00,  2.40it/s]
Epoch 0: |          | 10860/? [1:15:18<00:00,  2.40it/s]
Epoch 0: |          | 10860/? [1:15:18<00:00,  2.40it/s]
Epoch 0: |          | 10861/? [1:15:18<00:00,  2.40it/s]
Epoch 0: |          | 10861/? [1:15:18<00:00,  2.40it/s]
Epoch 0: |          | 10862/? [1:15:18<00:00,  2.40it/s]
Epoch 0: |          | 10862/? [1:15:18<00:00,  2.40it/s]
Epoch 0: |          | 10863/? [1:15:19<00:00,  2.40it/s]
Epoch 0: |          | 10863/? [1:15:19<00:00,  2.40it/s]
Epoch 0: |          | 10864/? [1:15:19<00:00,  2.40it/s]
Epoch 0: |          | 10864/? [1:15:19<00:00,  2.40it/s]
Epoch 0: |          | 10865/? [1:15:20<00:00,  2.40it/s]
Epoch 0: |          | 10865/? [1:15:20<00:00,  2.40it/s]
Epoch 0: |          | 10866/? [1:15:20<00:00,  2.40it/s]
Epoch 0: |          | 10866/? [1:15:20<00:00,  2.40it/s]
Epoch 0: |          | 10867/? [1:15:21<00:00,  2.40it/s]
Epoch 0: |          | 10867/? [1:15:21<00:00,  2.40it/s]
Epoch 0: |          | 10868/? [1:15:21<00:00,  2.40it/s]
Epoch 0: |          | 10868/? [1:15:21<00:00,  2.40it/s]
Epoch 0: |          | 10869/? [1:15:21<00:00,  2.40it/s]
Epoch 0: |          | 10869/? [1:15:21<00:00,  2.40it/s]
Epoch 0: |          | 10870/? [1:15:22<00:00,  2.40it/s]
Epoch 0: |          | 10870/? [1:15:22<00:00,  2.40it/s]
Epoch 0: |          | 10871/? [1:15:22<00:00,  2.40it/s]
Epoch 0: |          | 10871/? [1:15:22<00:00,  2.40it/s]
Epoch 0: |          | 10872/? [1:15:23<00:00,  2.40it/s]
Epoch 0: |          | 10872/? [1:15:23<00:00,  2.40it/s]
Epoch 0: |          | 10873/? [1:15:23<00:00,  2.40it/s]
Epoch 0: |          | 10873/? [1:15:23<00:00,  2.40it/s]
Epoch 0: |          | 10874/? [1:15:23<00:00,  2.40it/s]
Epoch 0: |          | 10874/? [1:15:23<00:00,  2.40it/s]
Epoch 0: |          | 10875/? [1:15:24<00:00,  2.40it/s]
Epoch 0: |          | 10875/? [1:15:24<00:00,  2.40it/s]
Epoch 0: |          | 10876/? [1:15:24<00:00,  2.40it/s]
Epoch 0: |          | 10876/? [1:15:24<00:00,  2.40it/s]
Epoch 0: |          | 10877/? [1:15:25<00:00,  2.40it/s]
Epoch 0: |          | 10877/? [1:15:25<00:00,  2.40it/s]
Epoch 0: |          | 10878/? [1:15:25<00:00,  2.40it/s]
Epoch 0: |          | 10878/? [1:15:25<00:00,  2.40it/s]
Epoch 0: |          | 10879/? [1:15:25<00:00,  2.40it/s]
Epoch 0: |          | 10879/? [1:15:25<00:00,  2.40it/s]
Epoch 0: |          | 10880/? [1:15:26<00:00,  2.40it/s]
Epoch 0: |          | 10880/? [1:15:26<00:00,  2.40it/s]
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Epoch 0: |          | 10891/? [1:15:30<00:00,  2.40it/s]
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Epoch 0: |          | 10892/? [1:15:31<00:00,  2.40it/s]
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Epoch 0: |          | 10893/? [1:15:31<00:00,  2.40it/s]
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Epoch 0: |          | 10894/? [1:15:32<00:00,  2.40it/s]
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Epoch 0: |          | 10895/? [1:15:32<00:00,  2.40it/s]
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Epoch 0: |          | 10896/? [1:15:33<00:00,  2.40it/s]
Epoch 0: |          | 10896/? [1:15:33<00:00,  2.40it/s]
Epoch 0: |          | 10897/? [1:15:33<00:00,  2.40it/s]
Epoch 0: |          | 10897/? [1:15:33<00:00,  2.40it/s]
Epoch 0: |          | 10898/? [1:15:33<00:00,  2.40it/s]
Epoch 0: |          | 10898/? [1:15:33<00:00,  2.40it/s]
Epoch 0: |          | 10899/? [1:15:34<00:00,  2.40it/s]
Epoch 0: |          | 10899/? [1:15:34<00:00,  2.40it/s]
Epoch 0: |          | 10900/? [1:15:34<00:00,  2.40it/s]
Epoch 0: |          | 10900/? [1:15:34<00:00,  2.40it/s]
Epoch 0: |          | 10901/? [1:15:35<00:00,  2.40it/s]
Epoch 0: |          | 10901/? [1:15:35<00:00,  2.40it/s]
Epoch 0: |          | 10902/? [1:15:35<00:00,  2.40it/s]
Epoch 0: |          | 10902/? [1:15:35<00:00,  2.40it/s]
Epoch 0: |          | 10903/? [1:15:35<00:00,  2.40it/s]
Epoch 0: |          | 10903/? [1:15:35<00:00,  2.40it/s]
Epoch 0: |          | 10904/? [1:15:36<00:00,  2.40it/s]
Epoch 0: |          | 10904/? [1:15:36<00:00,  2.40it/s]
Epoch 0: |          | 10905/? [1:15:36<00:00,  2.40it/s]
Epoch 0: |          | 10905/? [1:15:36<00:00,  2.40it/s]
Epoch 0: |          | 10906/? [1:15:37<00:00,  2.40it/s]
Epoch 0: |          | 10906/? [1:15:37<00:00,  2.40it/s]
Epoch 0: |          | 10907/? [1:15:37<00:00,  2.40it/s]
Epoch 0: |          | 10907/? [1:15:37<00:00,  2.40it/s]
Epoch 0: |          | 10908/? [1:15:38<00:00,  2.40it/s]
Epoch 0: |          | 10908/? [1:15:38<00:00,  2.40it/s]
Epoch 0: |          | 10909/? [1:15:38<00:00,  2.40it/s]
Epoch 0: |          | 10909/? [1:15:38<00:00,  2.40it/s]
Epoch 0: |          | 10910/? [1:15:38<00:00,  2.40it/s]
Epoch 0: |          | 10910/? [1:15:38<00:00,  2.40it/s]
Epoch 0: |          | 10911/? [1:15:39<00:00,  2.40it/s]
Epoch 0: |          | 10911/? [1:15:39<00:00,  2.40it/s]
Epoch 0: |          | 10912/? [1:15:39<00:00,  2.40it/s]
Epoch 0: |          | 10912/? [1:15:39<00:00,  2.40it/s]
Epoch 0: |          | 10913/? [1:15:40<00:00,  2.40it/s]
Epoch 0: |          | 10913/? [1:15:40<00:00,  2.40it/s]
Epoch 0: |          | 10914/? [1:15:40<00:00,  2.40it/s]
Epoch 0: |          | 10914/? [1:15:40<00:00,  2.40it/s]
Epoch 0: |          | 10915/? [1:15:40<00:00,  2.40it/s]
Epoch 0: |          | 10915/? [1:15:40<00:00,  2.40it/s]
Epoch 0: |          | 10916/? [1:15:41<00:00,  2.40it/s]
Epoch 0: |          | 10916/? [1:15:41<00:00,  2.40it/s]
Epoch 0: |          | 10917/? [1:15:41<00:00,  2.40it/s]
Epoch 0: |          | 10917/? [1:15:41<00:00,  2.40it/s]
Epoch 0: |          | 10918/? [1:15:42<00:00,  2.40it/s]
Epoch 0: |          | 10918/? [1:15:42<00:00,  2.40it/s]
Epoch 0: |          | 10919/? [1:15:42<00:00,  2.40it/s]
Epoch 0: |          | 10919/? [1:15:42<00:00,  2.40it/s]
Epoch 0: |          | 10920/? [1:15:42<00:00,  2.40it/s]
Epoch 0: |          | 10920/? [1:15:42<00:00,  2.40it/s]
Epoch 0: |          | 10921/? [1:15:43<00:00,  2.40it/s]
Epoch 0: |          | 10921/? [1:15:43<00:00,  2.40it/s]
Epoch 0: |          | 10922/? [1:15:43<00:00,  2.40it/s]
Epoch 0: |          | 10922/? [1:15:43<00:00,  2.40it/s]
Epoch 0: |          | 10923/? [1:15:44<00:00,  2.40it/s]
Epoch 0: |          | 10923/? [1:15:44<00:00,  2.40it/s]
Epoch 0: |          | 10924/? [1:15:44<00:00,  2.40it/s]
Epoch 0: |          | 10924/? [1:15:44<00:00,  2.40it/s]
Epoch 0: |          | 10925/? [1:15:44<00:00,  2.40it/s]
Epoch 0: |          | 10925/? [1:15:44<00:00,  2.40it/s]
Epoch 0: |          | 10926/? [1:15:45<00:00,  2.40it/s]
Epoch 0: |          | 10926/? [1:15:45<00:00,  2.40it/s]
Epoch 0: |          | 10927/? [1:15:45<00:00,  2.40it/s]
Epoch 0: |          | 10927/? [1:15:45<00:00,  2.40it/s]
Epoch 0: |          | 10928/? [1:15:46<00:00,  2.40it/s]
Epoch 0: |          | 10928/? [1:15:46<00:00,  2.40it/s]
Epoch 0: |          | 10929/? [1:15:46<00:00,  2.40it/s]
Epoch 0: |          | 10929/? [1:15:46<00:00,  2.40it/s]
Epoch 0: |          | 10930/? [1:15:46<00:00,  2.40it/s]
Epoch 0: |          | 10930/? [1:15:46<00:00,  2.40it/s]
Epoch 0: |          | 10931/? [1:15:47<00:00,  2.40it/s]
Epoch 0: |          | 10931/? [1:15:47<00:00,  2.40it/s]
Epoch 0: |          | 10932/? [1:15:47<00:00,  2.40it/s]
Epoch 0: |          | 10932/? [1:15:47<00:00,  2.40it/s]
Epoch 0: |          | 10933/? [1:15:48<00:00,  2.40it/s]
Epoch 0: |          | 10933/? [1:15:48<00:00,  2.40it/s]
Epoch 0: |          | 10934/? [1:15:48<00:00,  2.40it/s]
Epoch 0: |          | 10934/? [1:15:48<00:00,  2.40it/s]
Epoch 0: |          | 10935/? [1:15:49<00:00,  2.40it/s]
Epoch 0: |          | 10935/? [1:15:49<00:00,  2.40it/s]
Epoch 0: |          | 10936/? [1:15:49<00:00,  2.40it/s]
Epoch 0: |          | 10936/? [1:15:49<00:00,  2.40it/s]
Epoch 0: |          | 10937/? [1:15:49<00:00,  2.40it/s]
Epoch 0: |          | 10937/? [1:15:49<00:00,  2.40it/s]
Epoch 0: |          | 10938/? [1:15:50<00:00,  2.40it/s]
Epoch 0: |          | 10938/? [1:15:50<00:00,  2.40it/s]
Epoch 0: |          | 10939/? [1:15:50<00:00,  2.40it/s]
Epoch 0: |          | 10939/? [1:15:50<00:00,  2.40it/s]
Epoch 0: |          | 10940/? [1:15:50<00:00,  2.40it/s]
Epoch 0: |          | 10940/? [1:15:50<00:00,  2.40it/s]
Epoch 0: |          | 10941/? [1:15:51<00:00,  2.40it/s]
Epoch 0: |          | 10941/? [1:15:51<00:00,  2.40it/s]
Epoch 0: |          | 10942/? [1:15:51<00:00,  2.40it/s]
Epoch 0: |          | 10942/? [1:15:51<00:00,  2.40it/s]
Epoch 0: |          | 10943/? [1:15:52<00:00,  2.40it/s]
Epoch 0: |          | 10943/? [1:15:52<00:00,  2.40it/s]
Epoch 0: |          | 10944/? [1:15:52<00:00,  2.40it/s]
Epoch 0: |          | 10944/? [1:15:52<00:00,  2.40it/s]
Epoch 0: |          | 10945/? [1:15:52<00:00,  2.40it/s]
Epoch 0: |          | 10945/? [1:15:52<00:00,  2.40it/s]
Epoch 0: |          | 10946/? [1:15:53<00:00,  2.40it/s]
Epoch 0: |          | 10946/? [1:15:53<00:00,  2.40it/s]
Epoch 0: |          | 10947/? [1:15:53<00:00,  2.40it/s]
Epoch 0: |          | 10947/? [1:15:53<00:00,  2.40it/s]
Epoch 0: |          | 10948/? [1:15:54<00:00,  2.40it/s]
Epoch 0: |          | 10948/? [1:15:54<00:00,  2.40it/s]
Epoch 0: |          | 10949/? [1:15:54<00:00,  2.40it/s]
Epoch 0: |          | 10949/? [1:15:54<00:00,  2.40it/s]
Epoch 0: |          | 10950/? [1:15:55<00:00,  2.40it/s]
Epoch 0: |          | 10950/? [1:15:55<00:00,  2.40it/s]
Epoch 0: |          | 10951/? [1:15:55<00:00,  2.40it/s]
Epoch 0: |          | 10951/? [1:15:55<00:00,  2.40it/s]
Epoch 0: |          | 10952/? [1:15:55<00:00,  2.40it/s]
Epoch 0: |          | 10952/? [1:15:55<00:00,  2.40it/s]
Epoch 0: |          | 10953/? [1:15:56<00:00,  2.40it/s]
Epoch 0: |          | 10953/? [1:15:56<00:00,  2.40it/s]
Epoch 0: |          | 10954/? [1:15:56<00:00,  2.40it/s]
Epoch 0: |          | 10954/? [1:15:56<00:00,  2.40it/s]
Epoch 0: |          | 10955/? [1:15:56<00:00,  2.40it/s]
Epoch 0: |          | 10955/? [1:15:56<00:00,  2.40it/s]
Epoch 0: |          | 10956/? [1:15:57<00:00,  2.40it/s]
Epoch 0: |          | 10956/? [1:15:57<00:00,  2.40it/s]
Epoch 0: |          | 10957/? [1:15:57<00:00,  2.40it/s]
Epoch 0: |          | 10957/? [1:15:57<00:00,  2.40it/s]
Epoch 0: |          | 10958/? [1:15:58<00:00,  2.40it/s]
Epoch 0: |          | 10958/? [1:15:58<00:00,  2.40it/s]
Epoch 0: |          | 10959/? [1:15:58<00:00,  2.40it/s]
Epoch 0: |          | 10959/? [1:15:58<00:00,  2.40it/s]
Epoch 0: |          | 10960/? [1:15:58<00:00,  2.40it/s]
Epoch 0: |          | 10960/? [1:15:58<00:00,  2.40it/s]
Epoch 0: |          | 10961/? [1:15:59<00:00,  2.40it/s]
Epoch 0: |          | 10961/? [1:15:59<00:00,  2.40it/s]
Epoch 0: |          | 10962/? [1:15:59<00:00,  2.40it/s]
Epoch 0: |          | 10962/? [1:15:59<00:00,  2.40it/s]
Epoch 0: |          | 10963/? [1:16:00<00:00,  2.40it/s]
Epoch 0: |          | 10963/? [1:16:00<00:00,  2.40it/s]
Epoch 0: |          | 10964/? [1:16:00<00:00,  2.40it/s]
Epoch 0: |          | 10964/? [1:16:00<00:00,  2.40it/s]
Epoch 0: |          | 10965/? [1:16:00<00:00,  2.40it/s]
Epoch 0: |          | 10965/? [1:16:00<00:00,  2.40it/s]
Epoch 0: |          | 10966/? [1:16:01<00:00,  2.40it/s]
Epoch 0: |          | 10966/? [1:16:01<00:00,  2.40it/s]
Epoch 0: |          | 10967/? [1:16:01<00:00,  2.40it/s]
Epoch 0: |          | 10967/? [1:16:01<00:00,  2.40it/s]
Epoch 0: |          | 10968/? [1:16:02<00:00,  2.40it/s]
Epoch 0: |          | 10968/? [1:16:02<00:00,  2.40it/s]
Epoch 0: |          | 10969/? [1:16:02<00:00,  2.40it/s]
Epoch 0: |          | 10969/? [1:16:02<00:00,  2.40it/s]
Epoch 0: |          | 10970/? [1:16:02<00:00,  2.40it/s]
Epoch 0: |          | 10970/? [1:16:02<00:00,  2.40it/s]
Epoch 0: |          | 10971/? [1:16:03<00:00,  2.40it/s]
Epoch 0: |          | 10971/? [1:16:03<00:00,  2.40it/s]
Epoch 0: |          | 10972/? [1:16:03<00:00,  2.40it/s]
Epoch 0: |          | 10972/? [1:16:03<00:00,  2.40it/s]
Epoch 0: |          | 10973/? [1:16:04<00:00,  2.40it/s]
Epoch 0: |          | 10973/? [1:16:04<00:00,  2.40it/s]
Epoch 0: |          | 10974/? [1:16:04<00:00,  2.40it/s]
Epoch 0: |          | 10974/? [1:16:04<00:00,  2.40it/s]
Epoch 0: |          | 10975/? [1:16:04<00:00,  2.40it/s]
Epoch 0: |          | 10975/? [1:16:04<00:00,  2.40it/s]
Epoch 0: |          | 10976/? [1:16:05<00:00,  2.40it/s]
Epoch 0: |          | 10976/? [1:16:05<00:00,  2.40it/s]
Epoch 0: |          | 10977/? [1:16:05<00:00,  2.40it/s]
Epoch 0: |          | 10977/? [1:16:05<00:00,  2.40it/s]
Epoch 0: |          | 10978/? [1:16:06<00:00,  2.40it/s]
Epoch 0: |          | 10978/? [1:16:06<00:00,  2.40it/s]
Epoch 0: |          | 10979/? [1:16:06<00:00,  2.40it/s]
Epoch 0: |          | 10979/? [1:16:06<00:00,  2.40it/s]
Epoch 0: |          | 10980/? [1:16:06<00:00,  2.40it/s]
Epoch 0: |          | 10980/? [1:16:06<00:00,  2.40it/s]
Epoch 0: |          | 10981/? [1:16:07<00:00,  2.40it/s]
Epoch 0: |          | 10981/? [1:16:07<00:00,  2.40it/s]
Epoch 0: |          | 10982/? [1:16:07<00:00,  2.40it/s]
Epoch 0: |          | 10982/? [1:16:07<00:00,  2.40it/s]
Epoch 0: |          | 10983/? [1:16:08<00:00,  2.40it/s]
Epoch 0: |          | 10983/? [1:16:08<00:00,  2.40it/s]
Epoch 0: |          | 10984/? [1:16:08<00:00,  2.40it/s]
Epoch 0: |          | 10984/? [1:16:08<00:00,  2.40it/s]
Epoch 0: |          | 10985/? [1:16:08<00:00,  2.40it/s]
Epoch 0: |          | 10985/? [1:16:08<00:00,  2.40it/s]
Epoch 0: |          | 10986/? [1:16:09<00:00,  2.40it/s]
Epoch 0: |          | 10986/? [1:16:09<00:00,  2.40it/s]
Epoch 0: |          | 10987/? [1:16:09<00:00,  2.40it/s]
Epoch 0: |          | 10987/? [1:16:09<00:00,  2.40it/s]
Epoch 0: |          | 10988/? [1:16:10<00:00,  2.40it/s]
Epoch 0: |          | 10988/? [1:16:10<00:00,  2.40it/s]
Epoch 0: |          | 10989/? [1:16:10<00:00,  2.40it/s]
Epoch 0: |          | 10989/? [1:16:10<00:00,  2.40it/s]
Epoch 0: |          | 10990/? [1:16:10<00:00,  2.40it/s]
Epoch 0: |          | 10990/? [1:16:10<00:00,  2.40it/s]
Epoch 0: |          | 10991/? [1:16:11<00:00,  2.40it/s]
Epoch 0: |          | 10991/? [1:16:11<00:00,  2.40it/s]
Epoch 0: |          | 10992/? [1:16:11<00:00,  2.40it/s]
Epoch 0: |          | 10992/? [1:16:11<00:00,  2.40it/s]
Epoch 0: |          | 10993/? [1:16:12<00:00,  2.40it/s]
Epoch 0: |          | 10993/? [1:16:12<00:00,  2.40it/s]
Epoch 0: |          | 10994/? [1:16:12<00:00,  2.40it/s]
Epoch 0: |          | 10994/? [1:16:12<00:00,  2.40it/s]
Epoch 0: |          | 10995/? [1:16:13<00:00,  2.40it/s]
Epoch 0: |          | 10995/? [1:16:13<00:00,  2.40it/s]
Epoch 0: |          | 10996/? [1:16:13<00:00,  2.40it/s]
Epoch 0: |          | 10996/? [1:16:13<00:00,  2.40it/s]
Epoch 0: |          | 10997/? [1:16:13<00:00,  2.40it/s]
Epoch 0: |          | 10997/? [1:16:13<00:00,  2.40it/s]
Epoch 0: |          | 10998/? [1:16:14<00:00,  2.40it/s]
Epoch 0: |          | 10998/? [1:16:14<00:00,  2.40it/s]
Epoch 0: |          | 10999/? [1:16:14<00:00,  2.40it/s]
Epoch 0: |          | 10999/? [1:16:14<00:00,  2.40it/s]
Epoch 0: |          | 11000/? [1:16:15<00:00,  2.40it/s]
Epoch 0: |          | 11000/? [1:16:15<00:00,  2.40it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.96it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.61it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.34it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.27it/s]

Epoch 0: |          | 11000/? [1:16:15<00:00,  2.40it/s]
Epoch 0: |          | 11001/? [1:16:15<00:00,  2.40it/s]
Epoch 0: |          | 11001/? [1:16:15<00:00,  2.40it/s]
Epoch 0: |          | 11002/? [1:16:16<00:00,  2.40it/s]
Epoch 0: |          | 11002/? [1:16:16<00:00,  2.40it/s]
Epoch 0: |          | 11003/? [1:16:16<00:00,  2.40it/s]
Epoch 0: |          | 11003/? [1:16:16<00:00,  2.40it/s]
Epoch 0: |          | 11004/? [1:16:17<00:00,  2.40it/s]
Epoch 0: |          | 11004/? [1:16:17<00:00,  2.40it/s]
Epoch 0: |          | 11005/? [1:16:17<00:00,  2.40it/s]
Epoch 0: |          | 11005/? [1:16:17<00:00,  2.40it/s]
Epoch 0: |          | 11006/? [1:16:18<00:00,  2.40it/s]
Epoch 0: |          | 11006/? [1:16:18<00:00,  2.40it/s]
Epoch 0: |          | 11007/? [1:16:18<00:00,  2.40it/s]
Epoch 0: |          | 11007/? [1:16:18<00:00,  2.40it/s]
Epoch 0: |          | 11008/? [1:16:18<00:00,  2.40it/s]
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Epoch 0: |          | 11014/? [1:16:21<00:00,  2.40it/s]
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Epoch 0: |          | 11015/? [1:16:21<00:00,  2.40it/s]
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Epoch 0: |          | 11016/? [1:16:22<00:00,  2.40it/s]
Epoch 0: |          | 11016/? [1:16:22<00:00,  2.40it/s]
Epoch 0: |          | 11017/? [1:16:22<00:00,  2.40it/s]
Epoch 0: |          | 11017/? [1:16:22<00:00,  2.40it/s]
Epoch 0: |          | 11018/? [1:16:23<00:00,  2.40it/s]
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Epoch 0: |          | 11019/? [1:16:23<00:00,  2.40it/s]
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Epoch 0: |          | 11020/? [1:16:23<00:00,  2.40it/s]
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Epoch 0: |          | 11021/? [1:16:24<00:00,  2.40it/s]
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Epoch 0: |          | 11022/? [1:16:24<00:00,  2.40it/s]
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Epoch 0: |          | 11023/? [1:16:25<00:00,  2.40it/s]
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Epoch 0: |          | 11024/? [1:16:25<00:00,  2.40it/s]
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Epoch 0: |          | 11025/? [1:16:25<00:00,  2.40it/s]
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Epoch 0: |          | 11026/? [1:16:26<00:00,  2.40it/s]
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Epoch 0: |          | 11027/? [1:16:26<00:00,  2.40it/s]
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Epoch 0: |          | 11028/? [1:16:27<00:00,  2.40it/s]
Epoch 0: |          | 11028/? [1:16:27<00:00,  2.40it/s]
Epoch 0: |          | 11029/? [1:16:27<00:00,  2.40it/s]
Epoch 0: |          | 11029/? [1:16:27<00:00,  2.40it/s]
Epoch 0: |          | 11030/? [1:16:27<00:00,  2.40it/s]
Epoch 0: |          | 11030/? [1:16:27<00:00,  2.40it/s]
Epoch 0: |          | 11031/? [1:16:28<00:00,  2.40it/s]
Epoch 0: |          | 11031/? [1:16:28<00:00,  2.40it/s]
Epoch 0: |          | 11032/? [1:16:28<00:00,  2.40it/s]
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Epoch 0: |          | 11033/? [1:16:29<00:00,  2.40it/s]
Epoch 0: |          | 11033/? [1:16:29<00:00,  2.40it/s]
Epoch 0: |          | 11034/? [1:16:29<00:00,  2.40it/s]
Epoch 0: |          | 11034/? [1:16:29<00:00,  2.40it/s]
Epoch 0: |          | 11035/? [1:16:30<00:00,  2.40it/s]
Epoch 0: |          | 11035/? [1:16:30<00:00,  2.40it/s]
Epoch 0: |          | 11036/? [1:16:30<00:00,  2.40it/s]
Epoch 0: |          | 11036/? [1:16:30<00:00,  2.40it/s]
Epoch 0: |          | 11037/? [1:16:30<00:00,  2.40it/s]
Epoch 0: |          | 11037/? [1:16:30<00:00,  2.40it/s]
Epoch 0: |          | 11038/? [1:16:31<00:00,  2.40it/s]
Epoch 0: |          | 11038/? [1:16:31<00:00,  2.40it/s]
Epoch 0: |          | 11039/? [1:16:31<00:00,  2.40it/s]
Epoch 0: |          | 11039/? [1:16:31<00:00,  2.40it/s]
Epoch 0: |          | 11040/? [1:16:32<00:00,  2.40it/s]
Epoch 0: |          | 11040/? [1:16:32<00:00,  2.40it/s]
Epoch 0: |          | 11041/? [1:16:32<00:00,  2.40it/s]
Epoch 0: |          | 11041/? [1:16:32<00:00,  2.40it/s]
Epoch 0: |          | 11042/? [1:16:32<00:00,  2.40it/s]
Epoch 0: |          | 11042/? [1:16:32<00:00,  2.40it/s]
Epoch 0: |          | 11043/? [1:16:33<00:00,  2.40it/s]
Epoch 0: |          | 11043/? [1:16:33<00:00,  2.40it/s]
Epoch 0: |          | 11044/? [1:16:33<00:00,  2.40it/s]
Epoch 0: |          | 11044/? [1:16:33<00:00,  2.40it/s]
Epoch 0: |          | 11045/? [1:16:34<00:00,  2.40it/s]
Epoch 0: |          | 11045/? [1:16:34<00:00,  2.40it/s]
Epoch 0: |          | 11046/? [1:16:34<00:00,  2.40it/s]
Epoch 0: |          | 11046/? [1:16:34<00:00,  2.40it/s]
Epoch 0: |          | 11047/? [1:16:35<00:00,  2.40it/s]
Epoch 0: |          | 11047/? [1:16:35<00:00,  2.40it/s]
Epoch 0: |          | 11048/? [1:16:35<00:00,  2.40it/s]
Epoch 0: |          | 11048/? [1:16:35<00:00,  2.40it/s]
Epoch 0: |          | 11049/? [1:16:35<00:00,  2.40it/s]
Epoch 0: |          | 11049/? [1:16:35<00:00,  2.40it/s]
Epoch 0: |          | 11050/? [1:16:36<00:00,  2.40it/s]
Epoch 0: |          | 11050/? [1:16:36<00:00,  2.40it/s]
Epoch 0: |          | 11051/? [1:16:36<00:00,  2.40it/s]
Epoch 0: |          | 11051/? [1:16:36<00:00,  2.40it/s]
Epoch 0: |          | 11052/? [1:16:37<00:00,  2.40it/s]
Epoch 0: |          | 11052/? [1:16:37<00:00,  2.40it/s]
Epoch 0: |          | 11053/? [1:16:37<00:00,  2.40it/s]
Epoch 0: |          | 11053/? [1:16:37<00:00,  2.40it/s]
Epoch 0: |          | 11054/? [1:16:37<00:00,  2.40it/s]
Epoch 0: |          | 11054/? [1:16:37<00:00,  2.40it/s]
Epoch 0: |          | 11055/? [1:16:38<00:00,  2.40it/s]
Epoch 0: |          | 11055/? [1:16:38<00:00,  2.40it/s]
Epoch 0: |          | 11056/? [1:16:38<00:00,  2.40it/s]
Epoch 0: |          | 11056/? [1:16:38<00:00,  2.40it/s]
Epoch 0: |          | 11057/? [1:16:39<00:00,  2.40it/s]
Epoch 0: |          | 11057/? [1:16:39<00:00,  2.40it/s]
Epoch 0: |          | 11058/? [1:16:39<00:00,  2.40it/s]
Epoch 0: |          | 11058/? [1:16:39<00:00,  2.40it/s]
Epoch 0: |          | 11059/? [1:16:39<00:00,  2.40it/s]
Epoch 0: |          | 11059/? [1:16:39<00:00,  2.40it/s]
Epoch 0: |          | 11060/? [1:16:40<00:00,  2.40it/s]
Epoch 0: |          | 11060/? [1:16:40<00:00,  2.40it/s]
Epoch 0: |          | 11061/? [1:16:40<00:00,  2.40it/s]
Epoch 0: |          | 11061/? [1:16:40<00:00,  2.40it/s]
Epoch 0: |          | 11062/? [1:16:41<00:00,  2.40it/s]
Epoch 0: |          | 11062/? [1:16:41<00:00,  2.40it/s]
Epoch 0: |          | 11063/? [1:16:41<00:00,  2.40it/s]
Epoch 0: |          | 11063/? [1:16:41<00:00,  2.40it/s]
Epoch 0: |          | 11064/? [1:16:42<00:00,  2.40it/s]
Epoch 0: |          | 11064/? [1:16:42<00:00,  2.40it/s]
Epoch 0: |          | 11065/? [1:16:42<00:00,  2.40it/s]
Epoch 0: |          | 11065/? [1:16:42<00:00,  2.40it/s]
Epoch 0: |          | 11066/? [1:16:42<00:00,  2.40it/s]
Epoch 0: |          | 11066/? [1:16:42<00:00,  2.40it/s]
Epoch 0: |          | 11067/? [1:16:43<00:00,  2.40it/s]
Epoch 0: |          | 11067/? [1:16:43<00:00,  2.40it/s]
Epoch 0: |          | 11068/? [1:16:43<00:00,  2.40it/s]
Epoch 0: |          | 11068/? [1:16:43<00:00,  2.40it/s]
Epoch 0: |          | 11069/? [1:16:44<00:00,  2.40it/s]
Epoch 0: |          | 11069/? [1:16:44<00:00,  2.40it/s]
Epoch 0: |          | 11070/? [1:16:44<00:00,  2.40it/s]
Epoch 0: |          | 11070/? [1:16:44<00:00,  2.40it/s]
Epoch 0: |          | 11071/? [1:16:45<00:00,  2.40it/s]
Epoch 0: |          | 11071/? [1:16:45<00:00,  2.40it/s]
Epoch 0: |          | 11072/? [1:16:45<00:00,  2.40it/s]
Epoch 0: |          | 11072/? [1:16:45<00:00,  2.40it/s]
Epoch 0: |          | 11073/? [1:16:45<00:00,  2.40it/s]
Epoch 0: |          | 11073/? [1:16:45<00:00,  2.40it/s]
Epoch 0: |          | 11074/? [1:16:46<00:00,  2.40it/s]
Epoch 0: |          | 11074/? [1:16:46<00:00,  2.40it/s]
Epoch 0: |          | 11075/? [1:16:46<00:00,  2.40it/s]
Epoch 0: |          | 11075/? [1:16:46<00:00,  2.40it/s]
Epoch 0: |          | 11076/? [1:16:46<00:00,  2.40it/s]
Epoch 0: |          | 11076/? [1:16:46<00:00,  2.40it/s]
Epoch 0: |          | 11077/? [1:16:47<00:00,  2.40it/s]
Epoch 0: |          | 11077/? [1:16:47<00:00,  2.40it/s]
Epoch 0: |          | 11078/? [1:16:47<00:00,  2.40it/s]
Epoch 0: |          | 11078/? [1:16:47<00:00,  2.40it/s]
Epoch 0: |          | 11079/? [1:16:48<00:00,  2.40it/s]
Epoch 0: |          | 11079/? [1:16:48<00:00,  2.40it/s]
Epoch 0: |          | 11080/? [1:16:48<00:00,  2.40it/s]
Epoch 0: |          | 11080/? [1:16:48<00:00,  2.40it/s]
Epoch 0: |          | 11081/? [1:16:48<00:00,  2.40it/s]
Epoch 0: |          | 11081/? [1:16:48<00:00,  2.40it/s]
Epoch 0: |          | 11082/? [1:16:49<00:00,  2.40it/s]
Epoch 0: |          | 11082/? [1:16:49<00:00,  2.40it/s]
Epoch 0: |          | 11083/? [1:16:49<00:00,  2.40it/s]
Epoch 0: |          | 11083/? [1:16:49<00:00,  2.40it/s]
Epoch 0: |          | 11084/? [1:16:50<00:00,  2.40it/s]
Epoch 0: |          | 11084/? [1:16:50<00:00,  2.40it/s]
Epoch 0: |          | 11085/? [1:16:50<00:00,  2.40it/s]
Epoch 0: |          | 11085/? [1:16:50<00:00,  2.40it/s]
Epoch 0: |          | 11086/? [1:16:50<00:00,  2.40it/s]
Epoch 0: |          | 11086/? [1:16:50<00:00,  2.40it/s]
Epoch 0: |          | 11087/? [1:16:51<00:00,  2.40it/s]
Epoch 0: |          | 11087/? [1:16:51<00:00,  2.40it/s]
Epoch 0: |          | 11088/? [1:16:51<00:00,  2.40it/s]
Epoch 0: |          | 11088/? [1:16:51<00:00,  2.40it/s]
Epoch 0: |          | 11089/? [1:16:52<00:00,  2.40it/s]
Epoch 0: |          | 11089/? [1:16:52<00:00,  2.40it/s]
Epoch 0: |          | 11090/? [1:16:52<00:00,  2.40it/s]
Epoch 0: |          | 11090/? [1:16:52<00:00,  2.40it/s]
Epoch 0: |          | 11091/? [1:16:52<00:00,  2.40it/s]
Epoch 0: |          | 11091/? [1:16:52<00:00,  2.40it/s]
Epoch 0: |          | 11092/? [1:16:53<00:00,  2.40it/s]
Epoch 0: |          | 11092/? [1:16:53<00:00,  2.40it/s]
Epoch 0: |          | 11093/? [1:16:53<00:00,  2.40it/s]
Epoch 0: |          | 11093/? [1:16:53<00:00,  2.40it/s]
Epoch 0: |          | 11094/? [1:16:54<00:00,  2.40it/s]
Epoch 0: |          | 11094/? [1:16:54<00:00,  2.40it/s]
Epoch 0: |          | 11095/? [1:16:54<00:00,  2.40it/s]
Epoch 0: |          | 11095/? [1:16:54<00:00,  2.40it/s]
Epoch 0: |          | 11096/? [1:16:54<00:00,  2.40it/s]
Epoch 0: |          | 11096/? [1:16:54<00:00,  2.40it/s]
Epoch 0: |          | 11097/? [1:16:55<00:00,  2.40it/s]
Epoch 0: |          | 11097/? [1:16:55<00:00,  2.40it/s]
Epoch 0: |          | 11098/? [1:16:55<00:00,  2.40it/s]
Epoch 0: |          | 11098/? [1:16:55<00:00,  2.40it/s]
Epoch 0: |          | 11099/? [1:16:56<00:00,  2.40it/s]
Epoch 0: |          | 11099/? [1:16:56<00:00,  2.40it/s]
Epoch 0: |          | 11100/? [1:16:56<00:00,  2.40it/s]
Epoch 0: |          | 11100/? [1:16:56<00:00,  2.40it/s]
Epoch 0: |          | 11101/? [1:16:57<00:00,  2.40it/s]
Epoch 0: |          | 11101/? [1:16:57<00:00,  2.40it/s]
Epoch 0: |          | 11102/? [1:16:57<00:00,  2.40it/s]
Epoch 0: |          | 11102/? [1:16:57<00:00,  2.40it/s]
Epoch 0: |          | 11103/? [1:16:57<00:00,  2.40it/s]
Epoch 0: |          | 11103/? [1:16:57<00:00,  2.40it/s]
Epoch 0: |          | 11104/? [1:16:58<00:00,  2.40it/s]
Epoch 0: |          | 11104/? [1:16:58<00:00,  2.40it/s]
Epoch 0: |          | 11105/? [1:16:58<00:00,  2.40it/s]
Epoch 0: |          | 11105/? [1:16:58<00:00,  2.40it/s]
Epoch 0: |          | 11106/? [1:16:59<00:00,  2.40it/s]
Epoch 0: |          | 11106/? [1:16:59<00:00,  2.40it/s]
Epoch 0: |          | 11107/? [1:16:59<00:00,  2.40it/s]
Epoch 0: |          | 11107/? [1:16:59<00:00,  2.40it/s]
Epoch 0: |          | 11108/? [1:16:59<00:00,  2.40it/s]
Epoch 0: |          | 11108/? [1:16:59<00:00,  2.40it/s]
Epoch 0: |          | 11109/? [1:17:00<00:00,  2.40it/s]
Epoch 0: |          | 11109/? [1:17:00<00:00,  2.40it/s]
Epoch 0: |          | 11110/? [1:17:00<00:00,  2.40it/s]
Epoch 0: |          | 11110/? [1:17:00<00:00,  2.40it/s]
Epoch 0: |          | 11111/? [1:17:01<00:00,  2.40it/s]
Epoch 0: |          | 11111/? [1:17:01<00:00,  2.40it/s]
Epoch 0: |          | 11112/? [1:17:01<00:00,  2.40it/s]
Epoch 0: |          | 11112/? [1:17:01<00:00,  2.40it/s]
Epoch 0: |          | 11113/? [1:17:01<00:00,  2.40it/s]
Epoch 0: |          | 11113/? [1:17:01<00:00,  2.40it/s]
Epoch 0: |          | 11114/? [1:17:02<00:00,  2.40it/s]
Epoch 0: |          | 11114/? [1:17:02<00:00,  2.40it/s]
Epoch 0: |          | 11115/? [1:17:02<00:00,  2.40it/s]
Epoch 0: |          | 11115/? [1:17:02<00:00,  2.40it/s]
Epoch 0: |          | 11116/? [1:17:03<00:00,  2.40it/s]
Epoch 0: |          | 11116/? [1:17:03<00:00,  2.40it/s]
Epoch 0: |          | 11117/? [1:17:03<00:00,  2.40it/s]
Epoch 0: |          | 11117/? [1:17:03<00:00,  2.40it/s]
Epoch 0: |          | 11118/? [1:17:03<00:00,  2.40it/s]
Epoch 0: |          | 11118/? [1:17:03<00:00,  2.40it/s]
Epoch 0: |          | 11119/? [1:17:04<00:00,  2.40it/s]
Epoch 0: |          | 11119/? [1:17:04<00:00,  2.40it/s]
Epoch 0: |          | 11120/? [1:17:04<00:00,  2.40it/s]
Epoch 0: |          | 11120/? [1:17:04<00:00,  2.40it/s]
Epoch 0: |          | 11121/? [1:17:05<00:00,  2.40it/s]
Epoch 0: |          | 11121/? [1:17:05<00:00,  2.40it/s]
Epoch 0: |          | 11122/? [1:17:05<00:00,  2.40it/s]
Epoch 0: |          | 11122/? [1:17:05<00:00,  2.40it/s]
Epoch 0: |          | 11123/? [1:17:05<00:00,  2.40it/s]
Epoch 0: |          | 11123/? [1:17:05<00:00,  2.40it/s]
Epoch 0: |          | 11124/? [1:17:06<00:00,  2.40it/s]
Epoch 0: |          | 11124/? [1:17:06<00:00,  2.40it/s]
Epoch 0: |          | 11125/? [1:17:06<00:00,  2.40it/s]
Epoch 0: |          | 11125/? [1:17:06<00:00,  2.40it/s]
Epoch 0: |          | 11126/? [1:17:07<00:00,  2.40it/s]
Epoch 0: |          | 11126/? [1:17:07<00:00,  2.40it/s]
Epoch 0: |          | 11127/? [1:17:07<00:00,  2.40it/s]
Epoch 0: |          | 11127/? [1:17:07<00:00,  2.40it/s]
Epoch 0: |          | 11128/? [1:17:07<00:00,  2.40it/s]
Epoch 0: |          | 11128/? [1:17:07<00:00,  2.40it/s]
Epoch 0: |          | 11129/? [1:17:08<00:00,  2.40it/s]
Epoch 0: |          | 11129/? [1:17:08<00:00,  2.40it/s]
Epoch 0: |          | 11130/? [1:17:08<00:00,  2.40it/s]
Epoch 0: |          | 11130/? [1:17:08<00:00,  2.40it/s]
Epoch 0: |          | 11131/? [1:17:09<00:00,  2.40it/s]
Epoch 0: |          | 11131/? [1:17:09<00:00,  2.40it/s]
Epoch 0: |          | 11132/? [1:17:09<00:00,  2.40it/s]
Epoch 0: |          | 11132/? [1:17:09<00:00,  2.40it/s]
Epoch 0: |          | 11133/? [1:17:09<00:00,  2.40it/s]
Epoch 0: |          | 11133/? [1:17:09<00:00,  2.40it/s]
Epoch 0: |          | 11134/? [1:17:10<00:00,  2.40it/s]
Epoch 0: |          | 11134/? [1:17:10<00:00,  2.40it/s]
Epoch 0: |          | 11135/? [1:17:10<00:00,  2.40it/s]
Epoch 0: |          | 11135/? [1:17:10<00:00,  2.40it/s]
Epoch 0: |          | 11136/? [1:17:11<00:00,  2.40it/s]
Epoch 0: |          | 11136/? [1:17:11<00:00,  2.40it/s]
Epoch 0: |          | 11137/? [1:17:11<00:00,  2.40it/s]
Epoch 0: |          | 11137/? [1:17:11<00:00,  2.40it/s]
Epoch 0: |          | 11138/? [1:17:11<00:00,  2.40it/s]
Epoch 0: |          | 11138/? [1:17:11<00:00,  2.40it/s]
Epoch 0: |          | 11139/? [1:17:12<00:00,  2.40it/s]
Epoch 0: |          | 11139/? [1:17:12<00:00,  2.40it/s]
Epoch 0: |          | 11140/? [1:17:12<00:00,  2.40it/s]
Epoch 0: |          | 11140/? [1:17:12<00:00,  2.40it/s]
Epoch 0: |          | 11141/? [1:17:13<00:00,  2.40it/s]
Epoch 0: |          | 11141/? [1:17:13<00:00,  2.40it/s]
Epoch 0: |          | 11142/? [1:17:13<00:00,  2.40it/s]
Epoch 0: |          | 11142/? [1:17:13<00:00,  2.40it/s]
Epoch 0: |          | 11143/? [1:17:13<00:00,  2.40it/s]
Epoch 0: |          | 11143/? [1:17:13<00:00,  2.40it/s]
Epoch 0: |          | 11144/? [1:17:14<00:00,  2.40it/s]
Epoch 0: |          | 11144/? [1:17:14<00:00,  2.40it/s]
Epoch 0: |          | 11145/? [1:17:14<00:00,  2.40it/s]
Epoch 0: |          | 11145/? [1:17:14<00:00,  2.40it/s]
Epoch 0: |          | 11146/? [1:17:14<00:00,  2.40it/s]
Epoch 0: |          | 11146/? [1:17:14<00:00,  2.40it/s]
Epoch 0: |          | 11147/? [1:17:15<00:00,  2.40it/s]
Epoch 0: |          | 11147/? [1:17:15<00:00,  2.40it/s]
Epoch 0: |          | 11148/? [1:17:15<00:00,  2.40it/s]
Epoch 0: |          | 11148/? [1:17:15<00:00,  2.40it/s]
Epoch 0: |          | 11149/? [1:17:16<00:00,  2.40it/s]
Epoch 0: |          | 11149/? [1:17:16<00:00,  2.40it/s]
Epoch 0: |          | 11150/? [1:17:16<00:00,  2.40it/s]
Epoch 0: |          | 11150/? [1:17:16<00:00,  2.40it/s]
Epoch 0: |          | 11151/? [1:17:16<00:00,  2.40it/s]
Epoch 0: |          | 11151/? [1:17:16<00:00,  2.40it/s]
Epoch 0: |          | 11152/? [1:17:17<00:00,  2.40it/s]
Epoch 0: |          | 11152/? [1:17:17<00:00,  2.40it/s]
Epoch 0: |          | 11153/? [1:17:17<00:00,  2.40it/s]
Epoch 0: |          | 11153/? [1:17:17<00:00,  2.40it/s]
Epoch 0: |          | 11154/? [1:17:18<00:00,  2.40it/s]
Epoch 0: |          | 11154/? [1:17:18<00:00,  2.40it/s]
Epoch 0: |          | 11155/? [1:17:18<00:00,  2.40it/s]
Epoch 0: |          | 11155/? [1:17:18<00:00,  2.40it/s]
Epoch 0: |          | 11156/? [1:17:18<00:00,  2.40it/s]
Epoch 0: |          | 11156/? [1:17:18<00:00,  2.40it/s]
Epoch 0: |          | 11157/? [1:17:19<00:00,  2.40it/s]
Epoch 0: |          | 11157/? [1:17:19<00:00,  2.40it/s]
Epoch 0: |          | 11158/? [1:17:19<00:00,  2.40it/s]
Epoch 0: |          | 11158/? [1:17:19<00:00,  2.40it/s]
Epoch 0: |          | 11159/? [1:17:20<00:00,  2.40it/s]
Epoch 0: |          | 11159/? [1:17:20<00:00,  2.40it/s]
Epoch 0: |          | 11160/? [1:17:20<00:00,  2.40it/s]
Epoch 0: |          | 11160/? [1:17:20<00:00,  2.40it/s]
Epoch 0: |          | 11161/? [1:17:21<00:00,  2.40it/s]
Epoch 0: |          | 11161/? [1:17:21<00:00,  2.40it/s]
Epoch 0: |          | 11162/? [1:17:21<00:00,  2.40it/s]
Epoch 0: |          | 11162/? [1:17:21<00:00,  2.40it/s]
Epoch 0: |          | 11163/? [1:17:21<00:00,  2.40it/s]
Epoch 0: |          | 11163/? [1:17:21<00:00,  2.40it/s]
Epoch 0: |          | 11164/? [1:17:22<00:00,  2.40it/s]
Epoch 0: |          | 11164/? [1:17:22<00:00,  2.40it/s]
Epoch 0: |          | 11165/? [1:17:22<00:00,  2.40it/s]
Epoch 0: |          | 11165/? [1:17:22<00:00,  2.40it/s]
Epoch 0: |          | 11166/? [1:17:23<00:00,  2.40it/s]
Epoch 0: |          | 11166/? [1:17:23<00:00,  2.40it/s]
Epoch 0: |          | 11167/? [1:17:23<00:00,  2.40it/s]
Epoch 0: |          | 11167/? [1:17:23<00:00,  2.40it/s]
Epoch 0: |          | 11168/? [1:17:24<00:00,  2.40it/s]
Epoch 0: |          | 11168/? [1:17:24<00:00,  2.40it/s]
Epoch 0: |          | 11169/? [1:17:24<00:00,  2.40it/s]
Epoch 0: |          | 11169/? [1:17:24<00:00,  2.40it/s]
Epoch 0: |          | 11170/? [1:17:24<00:00,  2.40it/s]
Epoch 0: |          | 11170/? [1:17:24<00:00,  2.40it/s]
Epoch 0: |          | 11171/? [1:17:25<00:00,  2.40it/s]
Epoch 0: |          | 11171/? [1:17:25<00:00,  2.40it/s]
Epoch 0: |          | 11172/? [1:17:25<00:00,  2.40it/s]
Epoch 0: |          | 11172/? [1:17:25<00:00,  2.40it/s]
Epoch 0: |          | 11173/? [1:17:26<00:00,  2.40it/s]
Epoch 0: |          | 11173/? [1:17:26<00:00,  2.40it/s]
Epoch 0: |          | 11174/? [1:17:26<00:00,  2.40it/s]
Epoch 0: |          | 11174/? [1:17:26<00:00,  2.40it/s]
Epoch 0: |          | 11175/? [1:17:26<00:00,  2.40it/s]
Epoch 0: |          | 11175/? [1:17:26<00:00,  2.40it/s]
Epoch 0: |          | 11176/? [1:17:27<00:00,  2.40it/s]
Epoch 0: |          | 11176/? [1:17:27<00:00,  2.40it/s]
Epoch 0: |          | 11177/? [1:17:27<00:00,  2.40it/s]
Epoch 0: |          | 11177/? [1:17:27<00:00,  2.40it/s]
Epoch 0: |          | 11178/? [1:17:28<00:00,  2.40it/s]
Epoch 0: |          | 11178/? [1:17:28<00:00,  2.40it/s]
Epoch 0: |          | 11179/? [1:17:28<00:00,  2.40it/s]
Epoch 0: |          | 11179/? [1:17:28<00:00,  2.40it/s]
Epoch 0: |          | 11180/? [1:17:28<00:00,  2.40it/s]
Epoch 0: |          | 11180/? [1:17:28<00:00,  2.40it/s]
Epoch 0: |          | 11181/? [1:17:29<00:00,  2.40it/s]
Epoch 0: |          | 11181/? [1:17:29<00:00,  2.40it/s]
Epoch 0: |          | 11182/? [1:17:29<00:00,  2.40it/s]
Epoch 0: |          | 11182/? [1:17:29<00:00,  2.40it/s]
Epoch 0: |          | 11183/? [1:17:30<00:00,  2.40it/s]
Epoch 0: |          | 11183/? [1:17:30<00:00,  2.40it/s]
Epoch 0: |          | 11184/? [1:17:30<00:00,  2.40it/s]
Epoch 0: |          | 11184/? [1:17:30<00:00,  2.40it/s]
Epoch 0: |          | 11185/? [1:17:30<00:00,  2.40it/s]
Epoch 0: |          | 11185/? [1:17:30<00:00,  2.40it/s]
Epoch 0: |          | 11186/? [1:17:31<00:00,  2.40it/s]
Epoch 0: |          | 11186/? [1:17:31<00:00,  2.40it/s]
Epoch 0: |          | 11187/? [1:17:31<00:00,  2.40it/s]
Epoch 0: |          | 11187/? [1:17:31<00:00,  2.40it/s]
Epoch 0: |          | 11188/? [1:17:32<00:00,  2.40it/s]
Epoch 0: |          | 11188/? [1:17:32<00:00,  2.40it/s]
Epoch 0: |          | 11189/? [1:17:32<00:00,  2.40it/s]
Epoch 0: |          | 11189/? [1:17:32<00:00,  2.40it/s]
Epoch 0: |          | 11190/? [1:17:33<00:00,  2.40it/s]
Epoch 0: |          | 11190/? [1:17:33<00:00,  2.40it/s]
Epoch 0: |          | 11191/? [1:17:33<00:00,  2.40it/s]
Epoch 0: |          | 11191/? [1:17:33<00:00,  2.40it/s]
Epoch 0: |          | 11192/? [1:17:33<00:00,  2.40it/s]
Epoch 0: |          | 11192/? [1:17:33<00:00,  2.40it/s]
Epoch 0: |          | 11193/? [1:17:34<00:00,  2.40it/s]
Epoch 0: |          | 11193/? [1:17:34<00:00,  2.40it/s]
Epoch 0: |          | 11194/? [1:17:34<00:00,  2.40it/s]
Epoch 0: |          | 11194/? [1:17:34<00:00,  2.40it/s]
Epoch 0: |          | 11195/? [1:17:35<00:00,  2.40it/s]
Epoch 0: |          | 11195/? [1:17:35<00:00,  2.40it/s]
Epoch 0: |          | 11196/? [1:17:35<00:00,  2.40it/s]
Epoch 0: |          | 11196/? [1:17:35<00:00,  2.40it/s]
Epoch 0: |          | 11197/? [1:17:35<00:00,  2.40it/s]
Epoch 0: |          | 11197/? [1:17:35<00:00,  2.40it/s]
Epoch 0: |          | 11198/? [1:17:36<00:00,  2.40it/s]
Epoch 0: |          | 11198/? [1:17:36<00:00,  2.40it/s]
Epoch 0: |          | 11199/? [1:17:36<00:00,  2.40it/s]
Epoch 0: |          | 11199/? [1:17:36<00:00,  2.40it/s]
Epoch 0: |          | 11200/? [1:17:36<00:00,  2.41it/s]
Epoch 0: |          | 11200/? [1:17:36<00:00,  2.41it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.73it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.82it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.88it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.86it/s]

Epoch 0: |          | 11200/? [1:17:37<00:00,  2.40it/s]
Epoch 0: |          | 11201/? [1:17:37<00:00,  2.40it/s]
Epoch 0: |          | 11201/? [1:17:37<00:00,  2.40it/s]
Epoch 0: |          | 11202/? [1:17:38<00:00,  2.40it/s]
Epoch 0: |          | 11202/? [1:17:38<00:00,  2.40it/s]
Epoch 0: |          | 11203/? [1:17:38<00:00,  2.40it/s]
Epoch 0: |          | 11203/? [1:17:38<00:00,  2.40it/s]
Epoch 0: |          | 11204/? [1:17:38<00:00,  2.40it/s]
Epoch 0: |          | 11204/? [1:17:38<00:00,  2.40it/s]
Epoch 0: |          | 11205/? [1:17:39<00:00,  2.40it/s]
Epoch 0: |          | 11205/? [1:17:39<00:00,  2.40it/s]
Epoch 0: |          | 11206/? [1:17:39<00:00,  2.40it/s]
Epoch 0: |          | 11206/? [1:17:39<00:00,  2.40it/s]
Epoch 0: |          | 11207/? [1:17:40<00:00,  2.40it/s]
Epoch 0: |          | 11207/? [1:17:40<00:00,  2.40it/s]
Epoch 0: |          | 11208/? [1:17:40<00:00,  2.40it/s]
Epoch 0: |          | 11208/? [1:17:40<00:00,  2.40it/s]
Epoch 0: |          | 11209/? [1:17:41<00:00,  2.40it/s]
Epoch 0: |          | 11209/? [1:17:41<00:00,  2.40it/s]
Epoch 0: |          | 11210/? [1:17:41<00:00,  2.40it/s]
Epoch 0: |          | 11210/? [1:17:41<00:00,  2.40it/s]
Epoch 0: |          | 11211/? [1:17:41<00:00,  2.40it/s]
Epoch 0: |          | 11211/? [1:17:41<00:00,  2.40it/s]
Epoch 0: |          | 11212/? [1:17:42<00:00,  2.40it/s]
Epoch 0: |          | 11212/? [1:17:42<00:00,  2.40it/s]
Epoch 0: |          | 11213/? [1:17:42<00:00,  2.40it/s]
Epoch 0: |          | 11213/? [1:17:42<00:00,  2.40it/s]
Epoch 0: |          | 11214/? [1:17:43<00:00,  2.40it/s]
Epoch 0: |          | 11214/? [1:17:43<00:00,  2.40it/s]
Epoch 0: |          | 11215/? [1:17:43<00:00,  2.40it/s]
Epoch 0: |          | 11215/? [1:17:43<00:00,  2.40it/s]
Epoch 0: |          | 11216/? [1:17:43<00:00,  2.40it/s]
Epoch 0: |          | 11216/? [1:17:43<00:00,  2.40it/s]
Epoch 0: |          | 11217/? [1:17:44<00:00,  2.40it/s]
Epoch 0: |          | 11217/? [1:17:44<00:00,  2.40it/s]
Epoch 0: |          | 11218/? [1:17:44<00:00,  2.40it/s]
Epoch 0: |          | 11218/? [1:17:44<00:00,  2.40it/s]
Epoch 0: |          | 11219/? [1:17:44<00:00,  2.40it/s]
Epoch 0: |          | 11219/? [1:17:44<00:00,  2.40it/s]
Epoch 0: |          | 11220/? [1:17:45<00:00,  2.40it/s]
Epoch 0: |          | 11220/? [1:17:45<00:00,  2.40it/s]
Epoch 0: |          | 11221/? [1:17:45<00:00,  2.40it/s]
Epoch 0: |          | 11221/? [1:17:45<00:00,  2.40it/s]
Epoch 0: |          | 11222/? [1:17:46<00:00,  2.40it/s]
Epoch 0: |          | 11222/? [1:17:46<00:00,  2.40it/s]
Epoch 0: |          | 11223/? [1:17:46<00:00,  2.40it/s]
Epoch 0: |          | 11223/? [1:17:46<00:00,  2.40it/s]
Epoch 0: |          | 11224/? [1:17:46<00:00,  2.41it/s]
Epoch 0: |          | 11224/? [1:17:46<00:00,  2.41it/s]
Epoch 0: |          | 11225/? [1:17:47<00:00,  2.40it/s]
Epoch 0: |          | 11225/? [1:17:47<00:00,  2.40it/s]
Epoch 0: |          | 11226/? [1:17:47<00:00,  2.41it/s]
Epoch 0: |          | 11226/? [1:17:47<00:00,  2.41it/s]
Epoch 0: |          | 11227/? [1:17:48<00:00,  2.40it/s]
Epoch 0: |          | 11227/? [1:17:48<00:00,  2.40it/s]
Epoch 0: |          | 11228/? [1:17:48<00:00,  2.41it/s]
Epoch 0: |          | 11228/? [1:17:48<00:00,  2.41it/s]
Epoch 0: |          | 11229/? [1:17:48<00:00,  2.41it/s]
Epoch 0: |          | 11229/? [1:17:48<00:00,  2.41it/s]
Epoch 0: |          | 11230/? [1:17:49<00:00,  2.41it/s]
Epoch 0: |          | 11230/? [1:17:49<00:00,  2.41it/s]
Epoch 0: |          | 11231/? [1:17:49<00:00,  2.41it/s]
Epoch 0: |          | 11231/? [1:17:49<00:00,  2.41it/s]
Epoch 0: |          | 11232/? [1:17:50<00:00,  2.41it/s]
Epoch 0: |          | 11232/? [1:17:50<00:00,  2.41it/s]
Epoch 0: |          | 11233/? [1:17:50<00:00,  2.41it/s]
Epoch 0: |          | 11233/? [1:17:50<00:00,  2.41it/s]
Epoch 0: |          | 11234/? [1:17:50<00:00,  2.41it/s]
Epoch 0: |          | 11234/? [1:17:50<00:00,  2.41it/s]
Epoch 0: |          | 11235/? [1:17:51<00:00,  2.41it/s]
Epoch 0: |          | 11235/? [1:17:51<00:00,  2.41it/s]
Epoch 0: |          | 11236/? [1:17:51<00:00,  2.41it/s]
Epoch 0: |          | 11236/? [1:17:51<00:00,  2.41it/s]
Epoch 0: |          | 11237/? [1:17:52<00:00,  2.41it/s]
Epoch 0: |          | 11237/? [1:17:52<00:00,  2.41it/s]
Epoch 0: |          | 11238/? [1:17:52<00:00,  2.41it/s]
Epoch 0: |          | 11238/? [1:17:52<00:00,  2.41it/s]
Epoch 0: |          | 11239/? [1:17:52<00:00,  2.41it/s]
Epoch 0: |          | 11239/? [1:17:52<00:00,  2.41it/s]
Epoch 0: |          | 11240/? [1:17:53<00:00,  2.41it/s]
Epoch 0: |          | 11240/? [1:17:53<00:00,  2.41it/s]
Epoch 0: |          | 11241/? [1:17:53<00:00,  2.41it/s]
Epoch 0: |          | 11241/? [1:17:53<00:00,  2.41it/s]
Epoch 0: |          | 11242/? [1:17:54<00:00,  2.41it/s]
Epoch 0: |          | 11242/? [1:17:54<00:00,  2.41it/s]
Epoch 0: |          | 11243/? [1:17:54<00:00,  2.41it/s]
Epoch 0: |          | 11243/? [1:17:54<00:00,  2.41it/s]
Epoch 0: |          | 11244/? [1:17:54<00:00,  2.41it/s]
Epoch 0: |          | 11244/? [1:17:54<00:00,  2.41it/s]
Epoch 0: |          | 11245/? [1:17:55<00:00,  2.41it/s]
Epoch 0: |          | 11245/? [1:17:55<00:00,  2.41it/s]
Epoch 0: |          | 11246/? [1:17:55<00:00,  2.41it/s]
Epoch 0: |          | 11246/? [1:17:55<00:00,  2.41it/s]
Epoch 0: |          | 11247/? [1:17:56<00:00,  2.41it/s]
Epoch 0: |          | 11247/? [1:17:56<00:00,  2.41it/s]
Epoch 0: |          | 11248/? [1:17:56<00:00,  2.41it/s]
Epoch 0: |          | 11248/? [1:17:56<00:00,  2.41it/s]
Epoch 0: |          | 11249/? [1:17:57<00:00,  2.41it/s]
Epoch 0: |          | 11249/? [1:17:57<00:00,  2.41it/s]
Epoch 0: |          | 11250/? [1:17:57<00:00,  2.41it/s]
Epoch 0: |          | 11250/? [1:17:57<00:00,  2.41it/s]
Epoch 0: |          | 11251/? [1:17:57<00:00,  2.41it/s]
Epoch 0: |          | 11251/? [1:17:57<00:00,  2.41it/s]
Epoch 0: |          | 11252/? [1:17:58<00:00,  2.41it/s]
Epoch 0: |          | 11252/? [1:17:58<00:00,  2.41it/s]
Epoch 0: |          | 11253/? [1:17:58<00:00,  2.41it/s]
Epoch 0: |          | 11253/? [1:17:58<00:00,  2.41it/s]
Epoch 0: |          | 11254/? [1:17:59<00:00,  2.41it/s]
Epoch 0: |          | 11254/? [1:17:59<00:00,  2.41it/s]
Epoch 0: |          | 11255/? [1:17:59<00:00,  2.41it/s]
Epoch 0: |          | 11255/? [1:17:59<00:00,  2.41it/s]
Epoch 0: |          | 11256/? [1:17:59<00:00,  2.41it/s]
Epoch 0: |          | 11256/? [1:17:59<00:00,  2.41it/s]
Epoch 0: |          | 11257/? [1:18:00<00:00,  2.41it/s]
Epoch 0: |          | 11257/? [1:18:00<00:00,  2.41it/s]
Epoch 0: |          | 11258/? [1:18:00<00:00,  2.41it/s]
Epoch 0: |          | 11258/? [1:18:00<00:00,  2.41it/s]
Epoch 0: |          | 11259/? [1:18:01<00:00,  2.41it/s]
Epoch 0: |          | 11259/? [1:18:01<00:00,  2.41it/s]
Epoch 0: |          | 11260/? [1:18:01<00:00,  2.41it/s]
Epoch 0: |          | 11260/? [1:18:01<00:00,  2.41it/s]
Epoch 0: |          | 11261/? [1:18:01<00:00,  2.41it/s]
Epoch 0: |          | 11261/? [1:18:01<00:00,  2.41it/s]
Epoch 0: |          | 11262/? [1:18:02<00:00,  2.41it/s]
Epoch 0: |          | 11262/? [1:18:02<00:00,  2.41it/s]
Epoch 0: |          | 11263/? [1:18:02<00:00,  2.41it/s]
Epoch 0: |          | 11263/? [1:18:02<00:00,  2.41it/s]
Epoch 0: |          | 11264/? [1:18:03<00:00,  2.41it/s]
Epoch 0: |          | 11264/? [1:18:03<00:00,  2.41it/s]
Epoch 0: |          | 11265/? [1:18:03<00:00,  2.41it/s]
Epoch 0: |          | 11265/? [1:18:03<00:00,  2.41it/s]
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Epoch 0: |          | 11309/? [1:18:21<00:00,  2.41it/s]
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Epoch 0: |          | 11310/? [1:18:21<00:00,  2.41it/s]
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Epoch 0: |          | 11311/? [1:18:22<00:00,  2.41it/s]
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Epoch 0: |          | 11312/? [1:18:22<00:00,  2.41it/s]
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Epoch 0: |          | 11313/? [1:18:23<00:00,  2.41it/s]
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Epoch 0: |          | 11314/? [1:18:23<00:00,  2.41it/s]
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Epoch 0: |          | 11315/? [1:18:23<00:00,  2.41it/s]
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Epoch 0: |          | 11316/? [1:18:24<00:00,  2.41it/s]
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Epoch 0: |          | 11318/? [1:18:24<00:00,  2.41it/s]
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Epoch 0: |          | 11319/? [1:18:25<00:00,  2.41it/s]
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Epoch 0: |          | 11321/? [1:18:26<00:00,  2.41it/s]
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Epoch 0: |          | 11322/? [1:18:26<00:00,  2.41it/s]
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Epoch 0: |          | 11323/? [1:18:26<00:00,  2.41it/s]
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Epoch 0: |          | 11324/? [1:18:27<00:00,  2.41it/s]
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Epoch 0: |          | 11325/? [1:18:27<00:00,  2.41it/s]
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Epoch 0: |          | 11326/? [1:18:28<00:00,  2.41it/s]
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Epoch 0: |          | 11327/? [1:18:28<00:00,  2.41it/s]
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Epoch 0: |          | 11328/? [1:18:28<00:00,  2.41it/s]
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Epoch 0: |          | 11329/? [1:18:29<00:00,  2.41it/s]
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Epoch 0: |          | 11330/? [1:18:29<00:00,  2.41it/s]
Epoch 0: |          | 11330/? [1:18:29<00:00,  2.41it/s]
Epoch 0: |          | 11331/? [1:18:30<00:00,  2.41it/s]
Epoch 0: |          | 11331/? [1:18:30<00:00,  2.41it/s]
Epoch 0: |          | 11332/? [1:18:30<00:00,  2.41it/s]
Epoch 0: |          | 11332/? [1:18:30<00:00,  2.41it/s]
Epoch 0: |          | 11333/? [1:18:30<00:00,  2.41it/s]
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Epoch 0: |          | 11334/? [1:18:31<00:00,  2.41it/s]
Epoch 0: |          | 11334/? [1:18:31<00:00,  2.41it/s]
Epoch 0: |          | 11335/? [1:18:31<00:00,  2.41it/s]
Epoch 0: |          | 11335/? [1:18:31<00:00,  2.41it/s]
Epoch 0: |          | 11336/? [1:18:32<00:00,  2.41it/s]
Epoch 0: |          | 11336/? [1:18:32<00:00,  2.41it/s]
Epoch 0: |          | 11337/? [1:18:32<00:00,  2.41it/s]
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Epoch 0: |          | 11338/? [1:18:32<00:00,  2.41it/s]
Epoch 0: |          | 11338/? [1:18:32<00:00,  2.41it/s]
Epoch 0: |          | 11339/? [1:18:33<00:00,  2.41it/s]
Epoch 0: |          | 11339/? [1:18:33<00:00,  2.41it/s]
Epoch 0: |          | 11340/? [1:18:33<00:00,  2.41it/s]
Epoch 0: |          | 11340/? [1:18:33<00:00,  2.41it/s]
Epoch 0: |          | 11341/? [1:18:34<00:00,  2.41it/s]
Epoch 0: |          | 11341/? [1:18:34<00:00,  2.41it/s]
Epoch 0: |          | 11342/? [1:18:34<00:00,  2.41it/s]
Epoch 0: |          | 11342/? [1:18:34<00:00,  2.41it/s]
Epoch 0: |          | 11343/? [1:18:34<00:00,  2.41it/s]
Epoch 0: |          | 11343/? [1:18:34<00:00,  2.41it/s]
Epoch 0: |          | 11344/? [1:18:35<00:00,  2.41it/s]
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Epoch 0: |          | 11345/? [1:18:35<00:00,  2.41it/s]
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Epoch 0: |          | 11346/? [1:18:36<00:00,  2.41it/s]
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Epoch 0: |          | 11347/? [1:18:36<00:00,  2.41it/s]
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Epoch 0: |          | 11348/? [1:18:37<00:00,  2.41it/s]
Epoch 0: |          | 11348/? [1:18:37<00:00,  2.41it/s]
Epoch 0: |          | 11349/? [1:18:37<00:00,  2.41it/s]
Epoch 0: |          | 11349/? [1:18:37<00:00,  2.41it/s]
Epoch 0: |          | 11350/? [1:18:37<00:00,  2.41it/s]
Epoch 0: |          | 11350/? [1:18:37<00:00,  2.41it/s]
Epoch 0: |          | 11351/? [1:18:38<00:00,  2.41it/s]
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Epoch 0: |          | 11352/? [1:18:38<00:00,  2.41it/s]
Epoch 0: |          | 11352/? [1:18:38<00:00,  2.41it/s]
Epoch 0: |          | 11353/? [1:18:39<00:00,  2.41it/s]
Epoch 0: |          | 11353/? [1:18:39<00:00,  2.41it/s]
Epoch 0: |          | 11354/? [1:18:39<00:00,  2.41it/s]
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Epoch 0: |          | 11355/? [1:18:39<00:00,  2.41it/s]
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Epoch 0: |          | 11356/? [1:18:40<00:00,  2.41it/s]
Epoch 0: |          | 11356/? [1:18:40<00:00,  2.41it/s]
Epoch 0: |          | 11357/? [1:18:40<00:00,  2.41it/s]
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Epoch 0: |          | 11358/? [1:18:41<00:00,  2.41it/s]
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Epoch 0: |          | 11359/? [1:18:41<00:00,  2.41it/s]
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Epoch 0: |          | 11360/? [1:18:41<00:00,  2.41it/s]
Epoch 0: |          | 11360/? [1:18:41<00:00,  2.41it/s]
Epoch 0: |          | 11361/? [1:18:42<00:00,  2.41it/s]
Epoch 0: |          | 11361/? [1:18:42<00:00,  2.41it/s]
Epoch 0: |          | 11362/? [1:18:42<00:00,  2.41it/s]
Epoch 0: |          | 11362/? [1:18:42<00:00,  2.41it/s]
Epoch 0: |          | 11363/? [1:18:43<00:00,  2.41it/s]
Epoch 0: |          | 11363/? [1:18:43<00:00,  2.41it/s]
Epoch 0: |          | 11364/? [1:18:43<00:00,  2.41it/s]
Epoch 0: |          | 11364/? [1:18:43<00:00,  2.41it/s]
Epoch 0: |          | 11365/? [1:18:43<00:00,  2.41it/s]
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Epoch 0: |          | 11366/? [1:18:44<00:00,  2.41it/s]
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Epoch 0: |          | 11367/? [1:18:44<00:00,  2.41it/s]
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Epoch 0: |          | 11368/? [1:18:45<00:00,  2.41it/s]
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Epoch 0: |          | 11369/? [1:18:45<00:00,  2.41it/s]
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Epoch 0: |          | 11370/? [1:18:45<00:00,  2.41it/s]
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Epoch 0: |          | 11371/? [1:18:46<00:00,  2.41it/s]
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Epoch 0: |          | 11373/? [1:18:47<00:00,  2.41it/s]
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Epoch 0: |          | 11376/? [1:18:48<00:00,  2.41it/s]
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Epoch 0: |          | 11378/? [1:18:49<00:00,  2.41it/s]
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Epoch 0: |          | 11379/? [1:18:49<00:00,  2.41it/s]
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Epoch 0: |          | 11380/? [1:18:49<00:00,  2.41it/s]
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Epoch 0: |          | 11381/? [1:18:50<00:00,  2.41it/s]
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Epoch 0: |          | 11387/? [1:18:52<00:00,  2.41it/s]
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Epoch 0: |          | 11388/? [1:18:53<00:00,  2.41it/s]
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Epoch 0: |          | 11390/? [1:18:53<00:00,  2.41it/s]
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Epoch 0: |          | 11391/? [1:18:54<00:00,  2.41it/s]
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Epoch 0: |          | 11393/? [1:18:55<00:00,  2.41it/s]
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Epoch 0: |          | 11396/? [1:18:56<00:00,  2.41it/s]
Epoch 0: |          | 11396/? [1:18:56<00:00,  2.41it/s]
Epoch 0: |          | 11397/? [1:18:56<00:00,  2.41it/s]
Epoch 0: |          | 11397/? [1:18:56<00:00,  2.41it/s]
Epoch 0: |          | 11398/? [1:18:57<00:00,  2.41it/s]
Epoch 0: |          | 11398/? [1:18:57<00:00,  2.41it/s]
Epoch 0: |          | 11399/? [1:18:57<00:00,  2.41it/s]
Epoch 0: |          | 11399/? [1:18:57<00:00,  2.41it/s]
Epoch 0: |          | 11400/? [1:18:57<00:00,  2.41it/s]
Epoch 0: |          | 11400/? [1:18:57<00:00,  2.41it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.90it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.59it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.09it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.85it/s]

Epoch 0: |          | 11400/? [1:18:58<00:00,  2.41it/s]
Epoch 0: |          | 11401/? [1:18:58<00:00,  2.41it/s]
Epoch 0: |          | 11401/? [1:18:58<00:00,  2.41it/s]
Epoch 0: |          | 11402/? [1:18:59<00:00,  2.41it/s]
Epoch 0: |          | 11402/? [1:18:59<00:00,  2.41it/s]
Epoch 0: |          | 11403/? [1:18:59<00:00,  2.41it/s]
Epoch 0: |          | 11403/? [1:18:59<00:00,  2.41it/s]
Epoch 0: |          | 11404/? [1:18:59<00:00,  2.41it/s]
Epoch 0: |          | 11404/? [1:18:59<00:00,  2.41it/s]
Epoch 0: |          | 11405/? [1:19:00<00:00,  2.41it/s]
Epoch 0: |          | 11405/? [1:19:00<00:00,  2.41it/s]
Epoch 0: |          | 11406/? [1:19:00<00:00,  2.41it/s]
Epoch 0: |          | 11406/? [1:19:00<00:00,  2.41it/s]
Epoch 0: |          | 11407/? [1:19:01<00:00,  2.41it/s]
Epoch 0: |          | 11407/? [1:19:01<00:00,  2.41it/s]
Epoch 0: |          | 11408/? [1:19:01<00:00,  2.41it/s]
Epoch 0: |          | 11408/? [1:19:01<00:00,  2.41it/s]
Epoch 0: |          | 11409/? [1:19:02<00:00,  2.41it/s]
Epoch 0: |          | 11409/? [1:19:02<00:00,  2.41it/s]
Epoch 0: |          | 11410/? [1:19:02<00:00,  2.41it/s]
Epoch 0: |          | 11410/? [1:19:02<00:00,  2.41it/s]
Epoch 0: |          | 11411/? [1:19:02<00:00,  2.41it/s]
Epoch 0: |          | 11411/? [1:19:02<00:00,  2.41it/s]
Epoch 0: |          | 11412/? [1:19:03<00:00,  2.41it/s]
Epoch 0: |          | 11412/? [1:19:03<00:00,  2.41it/s]
Epoch 0: |          | 11413/? [1:19:03<00:00,  2.41it/s]
Epoch 0: |          | 11413/? [1:19:03<00:00,  2.41it/s]
Epoch 0: |          | 11414/? [1:19:04<00:00,  2.41it/s]
Epoch 0: |          | 11414/? [1:19:04<00:00,  2.41it/s]
Epoch 0: |          | 11415/? [1:19:04<00:00,  2.41it/s]
Epoch 0: |          | 11415/? [1:19:04<00:00,  2.41it/s]
Epoch 0: |          | 11416/? [1:19:04<00:00,  2.41it/s]
Epoch 0: |          | 11416/? [1:19:04<00:00,  2.41it/s]
Epoch 0: |          | 11417/? [1:19:05<00:00,  2.41it/s]
Epoch 0: |          | 11417/? [1:19:05<00:00,  2.41it/s]
Epoch 0: |          | 11418/? [1:19:05<00:00,  2.41it/s]
Epoch 0: |          | 11418/? [1:19:05<00:00,  2.41it/s]
Epoch 0: |          | 11419/? [1:19:06<00:00,  2.41it/s]
Epoch 0: |          | 11419/? [1:19:06<00:00,  2.41it/s]
Epoch 0: |          | 11420/? [1:19:06<00:00,  2.41it/s]
Epoch 0: |          | 11420/? [1:19:06<00:00,  2.41it/s]
Epoch 0: |          | 11421/? [1:19:06<00:00,  2.41it/s]
Epoch 0: |          | 11421/? [1:19:06<00:00,  2.41it/s]
Epoch 0: |          | 11422/? [1:19:07<00:00,  2.41it/s]
Epoch 0: |          | 11422/? [1:19:07<00:00,  2.41it/s]
Epoch 0: |          | 11423/? [1:19:07<00:00,  2.41it/s]
Epoch 0: |          | 11423/? [1:19:07<00:00,  2.41it/s]
Epoch 0: |          | 11424/? [1:19:08<00:00,  2.41it/s]
Epoch 0: |          | 11424/? [1:19:08<00:00,  2.41it/s]
Epoch 0: |          | 11425/? [1:19:08<00:00,  2.41it/s]
Epoch 0: |          | 11425/? [1:19:08<00:00,  2.41it/s]
Epoch 0: |          | 11426/? [1:19:08<00:00,  2.41it/s]
Epoch 0: |          | 11426/? [1:19:08<00:00,  2.41it/s]
Epoch 0: |          | 11427/? [1:19:09<00:00,  2.41it/s]
Epoch 0: |          | 11427/? [1:19:09<00:00,  2.41it/s]
Epoch 0: |          | 11428/? [1:19:09<00:00,  2.41it/s]
Epoch 0: |          | 11428/? [1:19:09<00:00,  2.41it/s]
Epoch 0: |          | 11429/? [1:19:10<00:00,  2.41it/s]
Epoch 0: |          | 11429/? [1:19:10<00:00,  2.41it/s]
Epoch 0: |          | 11430/? [1:19:10<00:00,  2.41it/s]
Epoch 0: |          | 11430/? [1:19:10<00:00,  2.41it/s]
Epoch 0: |          | 11431/? [1:19:10<00:00,  2.41it/s]
Epoch 0: |          | 11431/? [1:19:10<00:00,  2.41it/s]
Epoch 0: |          | 11432/? [1:19:11<00:00,  2.41it/s]
Epoch 0: |          | 11432/? [1:19:11<00:00,  2.41it/s]
Epoch 0: |          | 11433/? [1:19:11<00:00,  2.41it/s]
Epoch 0: |          | 11433/? [1:19:11<00:00,  2.41it/s]
Epoch 0: |          | 11434/? [1:19:12<00:00,  2.41it/s]
Epoch 0: |          | 11434/? [1:19:12<00:00,  2.41it/s]
Epoch 0: |          | 11435/? [1:19:12<00:00,  2.41it/s]
Epoch 0: |          | 11435/? [1:19:12<00:00,  2.41it/s]
Epoch 0: |          | 11436/? [1:19:12<00:00,  2.41it/s]
Epoch 0: |          | 11436/? [1:19:12<00:00,  2.41it/s]
Epoch 0: |          | 11437/? [1:19:13<00:00,  2.41it/s]
Epoch 0: |          | 11437/? [1:19:13<00:00,  2.41it/s]
Epoch 0: |          | 11438/? [1:19:13<00:00,  2.41it/s]
Epoch 0: |          | 11438/? [1:19:13<00:00,  2.41it/s]
Epoch 0: |          | 11439/? [1:19:14<00:00,  2.41it/s]
Epoch 0: |          | 11439/? [1:19:14<00:00,  2.41it/s]
Epoch 0: |          | 11440/? [1:19:14<00:00,  2.41it/s]
Epoch 0: |          | 11440/? [1:19:14<00:00,  2.41it/s]
Epoch 0: |          | 11441/? [1:19:15<00:00,  2.41it/s]
Epoch 0: |          | 11441/? [1:19:15<00:00,  2.41it/s]
Epoch 0: |          | 11442/? [1:19:15<00:00,  2.41it/s]
Epoch 0: |          | 11442/? [1:19:15<00:00,  2.41it/s]
Epoch 0: |          | 11443/? [1:19:15<00:00,  2.41it/s]
Epoch 0: |          | 11443/? [1:19:15<00:00,  2.41it/s]
Epoch 0: |          | 11444/? [1:19:16<00:00,  2.41it/s]
Epoch 0: |          | 11444/? [1:19:16<00:00,  2.41it/s]
Epoch 0: |          | 11445/? [1:19:16<00:00,  2.41it/s]
Epoch 0: |          | 11445/? [1:19:16<00:00,  2.41it/s]
Epoch 0: |          | 11446/? [1:19:17<00:00,  2.41it/s]
Epoch 0: |          | 11446/? [1:19:17<00:00,  2.41it/s]
Epoch 0: |          | 11447/? [1:19:17<00:00,  2.41it/s]
Epoch 0: |          | 11447/? [1:19:17<00:00,  2.41it/s]
Epoch 0: |          | 11448/? [1:19:18<00:00,  2.41it/s]
Epoch 0: |          | 11448/? [1:19:18<00:00,  2.41it/s]
Epoch 0: |          | 11449/? [1:19:18<00:00,  2.41it/s]
Epoch 0: |          | 11449/? [1:19:18<00:00,  2.41it/s]
Epoch 0: |          | 11450/? [1:19:18<00:00,  2.41it/s]
Epoch 0: |          | 11450/? [1:19:18<00:00,  2.41it/s]
Epoch 0: |          | 11451/? [1:19:19<00:00,  2.41it/s]
Epoch 0: |          | 11451/? [1:19:19<00:00,  2.41it/s]
Epoch 0: |          | 11452/? [1:19:19<00:00,  2.41it/s]
Epoch 0: |          | 11452/? [1:19:19<00:00,  2.41it/s]
Epoch 0: |          | 11453/? [1:19:20<00:00,  2.41it/s]
Epoch 0: |          | 11453/? [1:19:20<00:00,  2.41it/s]
Epoch 0: |          | 11454/? [1:19:20<00:00,  2.41it/s]
Epoch 0: |          | 11454/? [1:19:20<00:00,  2.41it/s]
Epoch 0: |          | 11455/? [1:19:20<00:00,  2.41it/s]
Epoch 0: |          | 11455/? [1:19:20<00:00,  2.41it/s]
Epoch 0: |          | 11456/? [1:19:21<00:00,  2.41it/s]
Epoch 0: |          | 11456/? [1:19:21<00:00,  2.41it/s]
Epoch 0: |          | 11457/? [1:19:21<00:00,  2.41it/s]
Epoch 0: |          | 11457/? [1:19:21<00:00,  2.41it/s]
Epoch 0: |          | 11458/? [1:19:22<00:00,  2.41it/s]
Epoch 0: |          | 11458/? [1:19:22<00:00,  2.41it/s]
Epoch 0: |          | 11459/? [1:19:22<00:00,  2.41it/s]
Epoch 0: |          | 11459/? [1:19:22<00:00,  2.41it/s]
Epoch 0: |          | 11460/? [1:19:22<00:00,  2.41it/s]
Epoch 0: |          | 11460/? [1:19:22<00:00,  2.41it/s]
Epoch 0: |          | 11461/? [1:19:23<00:00,  2.41it/s]
Epoch 0: |          | 11461/? [1:19:23<00:00,  2.41it/s]
Epoch 0: |          | 11462/? [1:19:23<00:00,  2.41it/s]
Epoch 0: |          | 11462/? [1:19:23<00:00,  2.41it/s]
Epoch 0: |          | 11463/? [1:19:23<00:00,  2.41it/s]
Epoch 0: |          | 11463/? [1:19:23<00:00,  2.41it/s]
Epoch 0: |          | 11464/? [1:19:24<00:00,  2.41it/s]
Epoch 0: |          | 11464/? [1:19:24<00:00,  2.41it/s]
Epoch 0: |          | 11465/? [1:19:24<00:00,  2.41it/s]
Epoch 0: |          | 11465/? [1:19:24<00:00,  2.41it/s]
Epoch 0: |          | 11466/? [1:19:25<00:00,  2.41it/s]
Epoch 0: |          | 11466/? [1:19:25<00:00,  2.41it/s]
Epoch 0: |          | 11467/? [1:19:25<00:00,  2.41it/s]
Epoch 0: |          | 11467/? [1:19:25<00:00,  2.41it/s]
Epoch 0: |          | 11468/? [1:19:26<00:00,  2.41it/s]
Epoch 0: |          | 11468/? [1:19:26<00:00,  2.41it/s]
Epoch 0: |          | 11469/? [1:19:26<00:00,  2.41it/s]
Epoch 0: |          | 11469/? [1:19:26<00:00,  2.41it/s]
Epoch 0: |          | 11470/? [1:19:26<00:00,  2.41it/s]
Epoch 0: |          | 11470/? [1:19:26<00:00,  2.41it/s]
Epoch 0: |          | 11471/? [1:19:27<00:00,  2.41it/s]
Epoch 0: |          | 11471/? [1:19:27<00:00,  2.41it/s]
Epoch 0: |          | 11472/? [1:19:27<00:00,  2.41it/s]
Epoch 0: |          | 11472/? [1:19:27<00:00,  2.41it/s]
Epoch 0: |          | 11473/? [1:19:28<00:00,  2.41it/s]
Epoch 0: |          | 11473/? [1:19:28<00:00,  2.41it/s]
Epoch 0: |          | 11474/? [1:19:28<00:00,  2.41it/s]
Epoch 0: |          | 11474/? [1:19:28<00:00,  2.41it/s]
Epoch 0: |          | 11475/? [1:19:28<00:00,  2.41it/s]
Epoch 0: |          | 11475/? [1:19:28<00:00,  2.41it/s]
Epoch 0: |          | 11476/? [1:19:29<00:00,  2.41it/s]
Epoch 0: |          | 11476/? [1:19:29<00:00,  2.41it/s]
Epoch 0: |          | 11477/? [1:19:29<00:00,  2.41it/s]
Epoch 0: |          | 11477/? [1:19:29<00:00,  2.41it/s]
Epoch 0: |          | 11478/? [1:19:30<00:00,  2.41it/s]
Epoch 0: |          | 11478/? [1:19:30<00:00,  2.41it/s]
Epoch 0: |          | 11479/? [1:19:30<00:00,  2.41it/s]
Epoch 0: |          | 11479/? [1:19:30<00:00,  2.41it/s]
Epoch 0: |          | 11480/? [1:19:30<00:00,  2.41it/s]
Epoch 0: |          | 11480/? [1:19:30<00:00,  2.41it/s]
Epoch 0: |          | 11481/? [1:19:31<00:00,  2.41it/s]
Epoch 0: |          | 11481/? [1:19:31<00:00,  2.41it/s]
Epoch 0: |          | 11482/? [1:19:31<00:00,  2.41it/s]
Epoch 0: |          | 11482/? [1:19:31<00:00,  2.41it/s]
Epoch 0: |          | 11483/? [1:19:32<00:00,  2.41it/s]
Epoch 0: |          | 11483/? [1:19:32<00:00,  2.41it/s]
Epoch 0: |          | 11484/? [1:19:32<00:00,  2.41it/s]
Epoch 0: |          | 11484/? [1:19:32<00:00,  2.41it/s]
Epoch 0: |          | 11485/? [1:19:32<00:00,  2.41it/s]
Epoch 0: |          | 11485/? [1:19:32<00:00,  2.41it/s]
Epoch 0: |          | 11486/? [1:19:33<00:00,  2.41it/s]
Epoch 0: |          | 11486/? [1:19:33<00:00,  2.41it/s]
Epoch 0: |          | 11487/? [1:19:33<00:00,  2.41it/s]
Epoch 0: |          | 11487/? [1:19:33<00:00,  2.41it/s]
Epoch 0: |          | 11488/? [1:19:34<00:00,  2.41it/s]
Epoch 0: |          | 11488/? [1:19:34<00:00,  2.41it/s]
Epoch 0: |          | 11489/? [1:19:34<00:00,  2.41it/s]
Epoch 0: |          | 11489/? [1:19:34<00:00,  2.41it/s]
Epoch 0: |          | 11490/? [1:19:34<00:00,  2.41it/s]
Epoch 0: |          | 11490/? [1:19:34<00:00,  2.41it/s]
Epoch 0: |          | 11491/? [1:19:35<00:00,  2.41it/s]
Epoch 0: |          | 11491/? [1:19:35<00:00,  2.41it/s]
Epoch 0: |          | 11492/? [1:19:35<00:00,  2.41it/s]
Epoch 0: |          | 11492/? [1:19:35<00:00,  2.41it/s]
Epoch 0: |          | 11493/? [1:19:36<00:00,  2.41it/s]
Epoch 0: |          | 11493/? [1:19:36<00:00,  2.41it/s]
Epoch 0: |          | 11494/? [1:19:36<00:00,  2.41it/s]
Epoch 0: |          | 11494/? [1:19:36<00:00,  2.41it/s]
Epoch 0: |          | 11495/? [1:19:36<00:00,  2.41it/s]
Epoch 0: |          | 11495/? [1:19:36<00:00,  2.41it/s]
Epoch 0: |          | 11496/? [1:19:37<00:00,  2.41it/s]
Epoch 0: |          | 11496/? [1:19:37<00:00,  2.41it/s]
Epoch 0: |          | 11497/? [1:19:37<00:00,  2.41it/s]
Epoch 0: |          | 11497/? [1:19:37<00:00,  2.41it/s]
Epoch 0: |          | 11498/? [1:19:38<00:00,  2.41it/s]
Epoch 0: |          | 11498/? [1:19:38<00:00,  2.41it/s]
Epoch 0: |          | 11499/? [1:19:38<00:00,  2.41it/s]
Epoch 0: |          | 11499/? [1:19:38<00:00,  2.41it/s]
Epoch 0: |          | 11500/? [1:19:38<00:00,  2.41it/s]
Epoch 0: |          | 11500/? [1:19:38<00:00,  2.41it/s]
Epoch 0: |          | 11501/? [1:19:39<00:00,  2.41it/s]
Epoch 0: |          | 11501/? [1:19:39<00:00,  2.41it/s]
Epoch 0: |          | 11502/? [1:19:39<00:00,  2.41it/s]
Epoch 0: |          | 11502/? [1:19:39<00:00,  2.41it/s]
Epoch 0: |          | 11503/? [1:19:40<00:00,  2.41it/s]
Epoch 0: |          | 11503/? [1:19:40<00:00,  2.41it/s]
Epoch 0: |          | 11504/? [1:19:40<00:00,  2.41it/s]
Epoch 0: |          | 11504/? [1:19:40<00:00,  2.41it/s]
Epoch 0: |          | 11505/? [1:19:41<00:00,  2.41it/s]
Epoch 0: |          | 11505/? [1:19:41<00:00,  2.41it/s]
Epoch 0: |          | 11506/? [1:19:41<00:00,  2.41it/s]
Epoch 0: |          | 11506/? [1:19:41<00:00,  2.41it/s]
Epoch 0: |          | 11507/? [1:19:41<00:00,  2.41it/s]
Epoch 0: |          | 11507/? [1:19:41<00:00,  2.41it/s]
Epoch 0: |          | 11508/? [1:19:42<00:00,  2.41it/s]
Epoch 0: |          | 11508/? [1:19:42<00:00,  2.41it/s]
Epoch 0: |          | 11509/? [1:19:42<00:00,  2.41it/s]
Epoch 0: |          | 11509/? [1:19:42<00:00,  2.41it/s]
Epoch 0: |          | 11510/? [1:19:43<00:00,  2.41it/s]
Epoch 0: |          | 11510/? [1:19:43<00:00,  2.41it/s]
Epoch 0: |          | 11511/? [1:19:43<00:00,  2.41it/s]
Epoch 0: |          | 11511/? [1:19:43<00:00,  2.41it/s]
Epoch 0: |          | 11512/? [1:19:43<00:00,  2.41it/s]
Epoch 0: |          | 11512/? [1:19:43<00:00,  2.41it/s]
Epoch 0: |          | 11513/? [1:19:44<00:00,  2.41it/s]
Epoch 0: |          | 11513/? [1:19:44<00:00,  2.41it/s]
Epoch 0: |          | 11514/? [1:19:44<00:00,  2.41it/s]
Epoch 0: |          | 11514/? [1:19:44<00:00,  2.41it/s]
Epoch 0: |          | 11515/? [1:19:45<00:00,  2.41it/s]
Epoch 0: |          | 11515/? [1:19:45<00:00,  2.41it/s]
Epoch 0: |          | 11516/? [1:19:45<00:00,  2.41it/s]
Epoch 0: |          | 11516/? [1:19:45<00:00,  2.41it/s]
Epoch 0: |          | 11517/? [1:19:45<00:00,  2.41it/s]
Epoch 0: |          | 11517/? [1:19:45<00:00,  2.41it/s]
Epoch 0: |          | 11518/? [1:19:46<00:00,  2.41it/s]
Epoch 0: |          | 11518/? [1:19:46<00:00,  2.41it/s]
Epoch 0: |          | 11519/? [1:19:46<00:00,  2.41it/s]
Epoch 0: |          | 11519/? [1:19:46<00:00,  2.41it/s]
Epoch 0: |          | 11520/? [1:19:47<00:00,  2.41it/s]
Epoch 0: |          | 11520/? [1:19:47<00:00,  2.41it/s]
Epoch 0: |          | 11521/? [1:19:47<00:00,  2.41it/s]
Epoch 0: |          | 11521/? [1:19:47<00:00,  2.41it/s]
Epoch 0: |          | 11522/? [1:19:47<00:00,  2.41it/s]
Epoch 0: |          | 11522/? [1:19:47<00:00,  2.41it/s]
Epoch 0: |          | 11523/? [1:19:48<00:00,  2.41it/s]
Epoch 0: |          | 11523/? [1:19:48<00:00,  2.41it/s]
Epoch 0: |          | 11524/? [1:19:48<00:00,  2.41it/s]
Epoch 0: |          | 11524/? [1:19:48<00:00,  2.41it/s]
Epoch 0: |          | 11525/? [1:19:49<00:00,  2.41it/s]
Epoch 0: |          | 11525/? [1:19:49<00:00,  2.41it/s]
Epoch 0: |          | 11526/? [1:19:49<00:00,  2.41it/s]
Epoch 0: |          | 11526/? [1:19:49<00:00,  2.41it/s]
Epoch 0: |          | 11527/? [1:19:49<00:00,  2.41it/s]
Epoch 0: |          | 11527/? [1:19:49<00:00,  2.41it/s]
Epoch 0: |          | 11528/? [1:19:50<00:00,  2.41it/s]
Epoch 0: |          | 11528/? [1:19:50<00:00,  2.41it/s]
Epoch 0: |          | 11529/? [1:19:50<00:00,  2.41it/s]
Epoch 0: |          | 11529/? [1:19:50<00:00,  2.41it/s]
Epoch 0: |          | 11530/? [1:19:51<00:00,  2.41it/s]
Epoch 0: |          | 11530/? [1:19:51<00:00,  2.41it/s]
Epoch 0: |          | 11531/? [1:19:51<00:00,  2.41it/s]
Epoch 0: |          | 11531/? [1:19:51<00:00,  2.41it/s]
Epoch 0: |          | 11532/? [1:19:51<00:00,  2.41it/s]
Epoch 0: |          | 11532/? [1:19:51<00:00,  2.41it/s]
Epoch 0: |          | 11533/? [1:19:52<00:00,  2.41it/s]
Epoch 0: |          | 11533/? [1:19:52<00:00,  2.41it/s]
Epoch 0: |          | 11534/? [1:19:52<00:00,  2.41it/s]
Epoch 0: |          | 11534/? [1:19:52<00:00,  2.41it/s]
Epoch 0: |          | 11535/? [1:19:53<00:00,  2.41it/s]
Epoch 0: |          | 11535/? [1:19:53<00:00,  2.41it/s]
Epoch 0: |          | 11536/? [1:19:53<00:00,  2.41it/s]
Epoch 0: |          | 11536/? [1:19:53<00:00,  2.41it/s]
Epoch 0: |          | 11537/? [1:19:54<00:00,  2.41it/s]
Epoch 0: |          | 11537/? [1:19:54<00:00,  2.41it/s]
Epoch 0: |          | 11538/? [1:19:54<00:00,  2.41it/s]
Epoch 0: |          | 11538/? [1:19:54<00:00,  2.41it/s]
Epoch 0: |          | 11539/? [1:19:54<00:00,  2.41it/s]
Epoch 0: |          | 11539/? [1:19:54<00:00,  2.41it/s]
Epoch 0: |          | 11540/? [1:19:55<00:00,  2.41it/s]
Epoch 0: |          | 11540/? [1:19:55<00:00,  2.41it/s]
Epoch 0: |          | 11541/? [1:19:55<00:00,  2.41it/s]
Epoch 0: |          | 11541/? [1:19:55<00:00,  2.41it/s]
Epoch 0: |          | 11542/? [1:19:56<00:00,  2.41it/s]
Epoch 0: |          | 11542/? [1:19:56<00:00,  2.41it/s]
Epoch 0: |          | 11543/? [1:19:56<00:00,  2.41it/s]
Epoch 0: |          | 11543/? [1:19:56<00:00,  2.41it/s]
Epoch 0: |          | 11544/? [1:19:56<00:00,  2.41it/s]
Epoch 0: |          | 11544/? [1:19:56<00:00,  2.41it/s]
Epoch 0: |          | 11545/? [1:19:57<00:00,  2.41it/s]
Epoch 0: |          | 11545/? [1:19:57<00:00,  2.41it/s]
Epoch 0: |          | 11546/? [1:19:57<00:00,  2.41it/s]
Epoch 0: |          | 11546/? [1:19:57<00:00,  2.41it/s]
Epoch 0: |          | 11547/? [1:19:58<00:00,  2.41it/s]
Epoch 0: |          | 11547/? [1:19:58<00:00,  2.41it/s]
Epoch 0: |          | 11548/? [1:19:58<00:00,  2.41it/s]
Epoch 0: |          | 11548/? [1:19:58<00:00,  2.41it/s]
Epoch 0: |          | 11549/? [1:19:58<00:00,  2.41it/s]
Epoch 0: |          | 11549/? [1:19:58<00:00,  2.41it/s]
Epoch 0: |          | 11550/? [1:19:59<00:00,  2.41it/s]
Epoch 0: |          | 11550/? [1:19:59<00:00,  2.41it/s]
Epoch 0: |          | 11551/? [1:19:59<00:00,  2.41it/s]
Epoch 0: |          | 11551/? [1:19:59<00:00,  2.41it/s]
Epoch 0: |          | 11552/? [1:20:00<00:00,  2.41it/s]
Epoch 0: |          | 11552/? [1:20:00<00:00,  2.41it/s]
Epoch 0: |          | 11553/? [1:20:00<00:00,  2.41it/s]
Epoch 0: |          | 11553/? [1:20:00<00:00,  2.41it/s]
Epoch 0: |          | 11554/? [1:20:00<00:00,  2.41it/s]
Epoch 0: |          | 11554/? [1:20:00<00:00,  2.41it/s]
Epoch 0: |          | 11555/? [1:20:01<00:00,  2.41it/s]
Epoch 0: |          | 11555/? [1:20:01<00:00,  2.41it/s]
Epoch 0: |          | 11556/? [1:20:01<00:00,  2.41it/s]
Epoch 0: |          | 11556/? [1:20:01<00:00,  2.41it/s]
Epoch 0: |          | 11557/? [1:20:02<00:00,  2.41it/s]
Epoch 0: |          | 11557/? [1:20:02<00:00,  2.41it/s]
Epoch 0: |          | 11558/? [1:20:02<00:00,  2.41it/s]
Epoch 0: |          | 11558/? [1:20:02<00:00,  2.41it/s]
Epoch 0: |          | 11559/? [1:20:03<00:00,  2.41it/s]
Epoch 0: |          | 11559/? [1:20:03<00:00,  2.41it/s]
Epoch 0: |          | 11560/? [1:20:03<00:00,  2.41it/s]
Epoch 0: |          | 11560/? [1:20:03<00:00,  2.41it/s]
Epoch 0: |          | 11561/? [1:20:03<00:00,  2.41it/s]
Epoch 0: |          | 11561/? [1:20:03<00:00,  2.41it/s]
Epoch 0: |          | 11562/? [1:20:04<00:00,  2.41it/s]
Epoch 0: |          | 11562/? [1:20:04<00:00,  2.41it/s]
Epoch 0: |          | 11563/? [1:20:04<00:00,  2.41it/s]
Epoch 0: |          | 11563/? [1:20:04<00:00,  2.41it/s]
Epoch 0: |          | 11564/? [1:20:05<00:00,  2.41it/s]
Epoch 0: |          | 11564/? [1:20:05<00:00,  2.41it/s]
Epoch 0: |          | 11565/? [1:20:05<00:00,  2.41it/s]
Epoch 0: |          | 11565/? [1:20:05<00:00,  2.41it/s]
Epoch 0: |          | 11566/? [1:20:05<00:00,  2.41it/s]
Epoch 0: |          | 11566/? [1:20:05<00:00,  2.41it/s]
Epoch 0: |          | 11567/? [1:20:06<00:00,  2.41it/s]
Epoch 0: |          | 11567/? [1:20:06<00:00,  2.41it/s]
Epoch 0: |          | 11568/? [1:20:06<00:00,  2.41it/s]
Epoch 0: |          | 11568/? [1:20:06<00:00,  2.41it/s]
Epoch 0: |          | 11569/? [1:20:07<00:00,  2.41it/s]
Epoch 0: |          | 11569/? [1:20:07<00:00,  2.41it/s]
Epoch 0: |          | 11570/? [1:20:07<00:00,  2.41it/s]
Epoch 0: |          | 11570/? [1:20:07<00:00,  2.41it/s]
Epoch 0: |          | 11571/? [1:20:07<00:00,  2.41it/s]
Epoch 0: |          | 11571/? [1:20:07<00:00,  2.41it/s]
Epoch 0: |          | 11572/? [1:20:08<00:00,  2.41it/s]
Epoch 0: |          | 11572/? [1:20:08<00:00,  2.41it/s]
Epoch 0: |          | 11573/? [1:20:08<00:00,  2.41it/s]
Epoch 0: |          | 11573/? [1:20:08<00:00,  2.41it/s]
Epoch 0: |          | 11574/? [1:20:09<00:00,  2.41it/s]
Epoch 0: |          | 11574/? [1:20:09<00:00,  2.41it/s]
Epoch 0: |          | 11575/? [1:20:09<00:00,  2.41it/s]
Epoch 0: |          | 11575/? [1:20:09<00:00,  2.41it/s]
Epoch 0: |          | 11576/? [1:20:09<00:00,  2.41it/s]
Epoch 0: |          | 11576/? [1:20:09<00:00,  2.41it/s]
Epoch 0: |          | 11577/? [1:20:10<00:00,  2.41it/s]
Epoch 0: |          | 11577/? [1:20:10<00:00,  2.41it/s]
Epoch 0: |          | 11578/? [1:20:10<00:00,  2.41it/s]
Epoch 0: |          | 11578/? [1:20:10<00:00,  2.41it/s]
Epoch 0: |          | 11579/? [1:20:11<00:00,  2.41it/s]
Epoch 0: |          | 11579/? [1:20:11<00:00,  2.41it/s]
Epoch 0: |          | 11580/? [1:20:11<00:00,  2.41it/s]
Epoch 0: |          | 11580/? [1:20:11<00:00,  2.41it/s]
Epoch 0: |          | 11581/? [1:20:11<00:00,  2.41it/s]
Epoch 0: |          | 11581/? [1:20:11<00:00,  2.41it/s]
Epoch 0: |          | 11582/? [1:20:12<00:00,  2.41it/s]
Epoch 0: |          | 11582/? [1:20:12<00:00,  2.41it/s]
Epoch 0: |          | 11583/? [1:20:12<00:00,  2.41it/s]
Epoch 0: |          | 11583/? [1:20:12<00:00,  2.41it/s]
Epoch 0: |          | 11584/? [1:20:13<00:00,  2.41it/s]
Epoch 0: |          | 11584/? [1:20:13<00:00,  2.41it/s]
Epoch 0: |          | 11585/? [1:20:13<00:00,  2.41it/s]
Epoch 0: |          | 11585/? [1:20:13<00:00,  2.41it/s]
Epoch 0: |          | 11586/? [1:20:13<00:00,  2.41it/s]
Epoch 0: |          | 11586/? [1:20:13<00:00,  2.41it/s]
Epoch 0: |          | 11587/? [1:20:14<00:00,  2.41it/s]
Epoch 0: |          | 11587/? [1:20:14<00:00,  2.41it/s]
Epoch 0: |          | 11588/? [1:20:14<00:00,  2.41it/s]
Epoch 0: |          | 11588/? [1:20:14<00:00,  2.41it/s]
Epoch 0: |          | 11589/? [1:20:15<00:00,  2.41it/s]
Epoch 0: |          | 11589/? [1:20:15<00:00,  2.41it/s]
Epoch 0: |          | 11590/? [1:20:15<00:00,  2.41it/s]
Epoch 0: |          | 11590/? [1:20:15<00:00,  2.41it/s]
Epoch 0: |          | 11591/? [1:20:15<00:00,  2.41it/s]
Epoch 0: |          | 11591/? [1:20:15<00:00,  2.41it/s]
Epoch 0: |          | 11592/? [1:20:16<00:00,  2.41it/s]
Epoch 0: |          | 11592/? [1:20:16<00:00,  2.41it/s]
Epoch 0: |          | 11593/? [1:20:16<00:00,  2.41it/s]
Epoch 0: |          | 11593/? [1:20:16<00:00,  2.41it/s]
Epoch 0: |          | 11594/? [1:20:17<00:00,  2.41it/s]
Epoch 0: |          | 11594/? [1:20:17<00:00,  2.41it/s]
Epoch 0: |          | 11595/? [1:20:17<00:00,  2.41it/s]
Epoch 0: |          | 11595/? [1:20:17<00:00,  2.41it/s]
Epoch 0: |          | 11596/? [1:20:17<00:00,  2.41it/s]
Epoch 0: |          | 11596/? [1:20:17<00:00,  2.41it/s]
Epoch 0: |          | 11597/? [1:20:18<00:00,  2.41it/s]
Epoch 0: |          | 11597/? [1:20:18<00:00,  2.41it/s]
Epoch 0: |          | 11598/? [1:20:18<00:00,  2.41it/s]
Epoch 0: |          | 11598/? [1:20:18<00:00,  2.41it/s]
Epoch 0: |          | 11599/? [1:20:19<00:00,  2.41it/s]
Epoch 0: |          | 11599/? [1:20:19<00:00,  2.41it/s]
Epoch 0: |          | 11600/? [1:20:19<00:00,  2.41it/s]
Epoch 0: |          | 11600/? [1:20:19<00:00,  2.41it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.12it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.82it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.54it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.46it/s]

Epoch 0: |          | 11600/? [1:20:19<00:00,  2.41it/s]
Epoch 0: |          | 11601/? [1:20:20<00:00,  2.41it/s]
Epoch 0: |          | 11601/? [1:20:20<00:00,  2.41it/s]
Epoch 0: |          | 11602/? [1:20:20<00:00,  2.41it/s]
Epoch 0: |          | 11602/? [1:20:20<00:00,  2.41it/s]
Epoch 0: |          | 11603/? [1:20:21<00:00,  2.41it/s]
Epoch 0: |          | 11603/? [1:20:21<00:00,  2.41it/s]
Epoch 0: |          | 11604/? [1:20:21<00:00,  2.41it/s]
Epoch 0: |          | 11604/? [1:20:21<00:00,  2.41it/s]
Epoch 0: |          | 11605/? [1:20:22<00:00,  2.41it/s]
Epoch 0: |          | 11605/? [1:20:22<00:00,  2.41it/s]
Epoch 0: |          | 11606/? [1:20:22<00:00,  2.41it/s]
Epoch 0: |          | 11606/? [1:20:22<00:00,  2.41it/s]
Epoch 0: |          | 11607/? [1:20:22<00:00,  2.41it/s]
Epoch 0: |          | 11607/? [1:20:22<00:00,  2.41it/s]
Epoch 0: |          | 11608/? [1:20:23<00:00,  2.41it/s]
Epoch 0: |          | 11608/? [1:20:23<00:00,  2.41it/s]
Epoch 0: |          | 11609/? [1:20:23<00:00,  2.41it/s]
Epoch 0: |          | 11609/? [1:20:23<00:00,  2.41it/s]
Epoch 0: |          | 11610/? [1:20:23<00:00,  2.41it/s]
Epoch 0: |          | 11610/? [1:20:23<00:00,  2.41it/s]
Epoch 0: |          | 11611/? [1:20:24<00:00,  2.41it/s]
Epoch 0: |          | 11611/? [1:20:24<00:00,  2.41it/s]
Epoch 0: |          | 11612/? [1:20:24<00:00,  2.41it/s]
Epoch 0: |          | 11612/? [1:20:24<00:00,  2.41it/s]
Epoch 0: |          | 11613/? [1:20:25<00:00,  2.41it/s]
Epoch 0: |          | 11613/? [1:20:25<00:00,  2.41it/s]
Epoch 0: |          | 11614/? [1:20:25<00:00,  2.41it/s]
Epoch 0: |          | 11614/? [1:20:25<00:00,  2.41it/s]
Epoch 0: |          | 11615/? [1:20:26<00:00,  2.41it/s]
Epoch 0: |          | 11615/? [1:20:26<00:00,  2.41it/s]
Epoch 0: |          | 11616/? [1:20:26<00:00,  2.41it/s]
Epoch 0: |          | 11616/? [1:20:26<00:00,  2.41it/s]
Epoch 0: |          | 11617/? [1:20:26<00:00,  2.41it/s]
Epoch 0: |          | 11617/? [1:20:26<00:00,  2.41it/s]
Epoch 0: |          | 11618/? [1:20:27<00:00,  2.41it/s]
Epoch 0: |          | 11618/? [1:20:27<00:00,  2.41it/s]
Epoch 0: |          | 11619/? [1:20:27<00:00,  2.41it/s]
Epoch 0: |          | 11619/? [1:20:27<00:00,  2.41it/s]
Epoch 0: |          | 11620/? [1:20:28<00:00,  2.41it/s]
Epoch 0: |          | 11620/? [1:20:28<00:00,  2.41it/s]
Epoch 0: |          | 11621/? [1:20:28<00:00,  2.41it/s]
Epoch 0: |          | 11621/? [1:20:28<00:00,  2.41it/s]
Epoch 0: |          | 11622/? [1:20:28<00:00,  2.41it/s]
Epoch 0: |          | 11622/? [1:20:28<00:00,  2.41it/s]
Epoch 0: |          | 11623/? [1:20:29<00:00,  2.41it/s]
Epoch 0: |          | 11623/? [1:20:29<00:00,  2.41it/s]
Epoch 0: |          | 11624/? [1:20:29<00:00,  2.41it/s]
Epoch 0: |          | 11624/? [1:20:29<00:00,  2.41it/s]
Epoch 0: |          | 11625/? [1:20:30<00:00,  2.41it/s]
Epoch 0: |          | 11625/? [1:20:30<00:00,  2.41it/s]
Epoch 0: |          | 11626/? [1:20:30<00:00,  2.41it/s]
Epoch 0: |          | 11626/? [1:20:30<00:00,  2.41it/s]
Epoch 0: |          | 11627/? [1:20:30<00:00,  2.41it/s]
Epoch 0: |          | 11627/? [1:20:30<00:00,  2.41it/s]
Epoch 0: |          | 11628/? [1:20:31<00:00,  2.41it/s]
Epoch 0: |          | 11628/? [1:20:31<00:00,  2.41it/s]
Epoch 0: |          | 11629/? [1:20:31<00:00,  2.41it/s]
Epoch 0: |          | 11629/? [1:20:31<00:00,  2.41it/s]
Epoch 0: |          | 11630/? [1:20:32<00:00,  2.41it/s]
Epoch 0: |          | 11630/? [1:20:32<00:00,  2.41it/s]
Epoch 0: |          | 11631/? [1:20:32<00:00,  2.41it/s]
Epoch 0: |          | 11631/? [1:20:32<00:00,  2.41it/s]
Epoch 0: |          | 11632/? [1:20:32<00:00,  2.41it/s]
Epoch 0: |          | 11632/? [1:20:32<00:00,  2.41it/s]
Epoch 0: |          | 11633/? [1:20:33<00:00,  2.41it/s]
Epoch 0: |          | 11633/? [1:20:33<00:00,  2.41it/s]
Epoch 0: |          | 11634/? [1:20:33<00:00,  2.41it/s]
Epoch 0: |          | 11634/? [1:20:33<00:00,  2.41it/s]
Epoch 0: |          | 11635/? [1:20:34<00:00,  2.41it/s]
Epoch 0: |          | 11635/? [1:20:34<00:00,  2.41it/s]
Epoch 0: |          | 11636/? [1:20:34<00:00,  2.41it/s]
Epoch 0: |          | 11636/? [1:20:34<00:00,  2.41it/s]
Epoch 0: |          | 11637/? [1:20:34<00:00,  2.41it/s]
Epoch 0: |          | 11637/? [1:20:34<00:00,  2.41it/s]
Epoch 0: |          | 11638/? [1:20:35<00:00,  2.41it/s]
Epoch 0: |          | 11638/? [1:20:35<00:00,  2.41it/s]
Epoch 0: |          | 11639/? [1:20:35<00:00,  2.41it/s]
Epoch 0: |          | 11639/? [1:20:35<00:00,  2.41it/s]
Epoch 0: |          | 11640/? [1:20:36<00:00,  2.41it/s]
Epoch 0: |          | 11640/? [1:20:36<00:00,  2.41it/s]
Epoch 0: |          | 11641/? [1:20:36<00:00,  2.41it/s]
Epoch 0: |          | 11641/? [1:20:36<00:00,  2.41it/s]
Epoch 0: |          | 11642/? [1:20:36<00:00,  2.41it/s]
Epoch 0: |          | 11642/? [1:20:36<00:00,  2.41it/s]
Epoch 0: |          | 11643/? [1:20:37<00:00,  2.41it/s]
Epoch 0: |          | 11643/? [1:20:37<00:00,  2.41it/s]
Epoch 0: |          | 11644/? [1:20:37<00:00,  2.41it/s]
Epoch 0: |          | 11644/? [1:20:37<00:00,  2.41it/s]
Epoch 0: |          | 11645/? [1:20:38<00:00,  2.41it/s]
Epoch 0: |          | 11645/? [1:20:38<00:00,  2.41it/s]
Epoch 0: |          | 11646/? [1:20:38<00:00,  2.41it/s]
Epoch 0: |          | 11646/? [1:20:38<00:00,  2.41it/s]
Epoch 0: |          | 11647/? [1:20:38<00:00,  2.41it/s]
Epoch 0: |          | 11647/? [1:20:38<00:00,  2.41it/s]
Epoch 0: |          | 11648/? [1:20:39<00:00,  2.41it/s]
Epoch 0: |          | 11648/? [1:20:39<00:00,  2.41it/s]
Epoch 0: |          | 11649/? [1:20:39<00:00,  2.41it/s]
Epoch 0: |          | 11649/? [1:20:39<00:00,  2.41it/s]
Epoch 0: |          | 11650/? [1:20:40<00:00,  2.41it/s]
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Epoch 0: |          | 11715/? [1:21:05<00:00,  2.41it/s]
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Epoch 0: |          | 11716/? [1:21:06<00:00,  2.41it/s]
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Epoch 0: |          | 11717/? [1:21:06<00:00,  2.41it/s]
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Epoch 0: |          | 11718/? [1:21:07<00:00,  2.41it/s]
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Epoch 0: |          | 11719/? [1:21:07<00:00,  2.41it/s]
Epoch 0: |          | 11719/? [1:21:07<00:00,  2.41it/s]
Epoch 0: |          | 11720/? [1:21:07<00:00,  2.41it/s]
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Epoch 0: |          | 11721/? [1:21:08<00:00,  2.41it/s]
Epoch 0: |          | 11721/? [1:21:08<00:00,  2.41it/s]
Epoch 0: |          | 11722/? [1:21:08<00:00,  2.41it/s]
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Epoch 0: |          | 11723/? [1:21:09<00:00,  2.41it/s]
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Epoch 0: |          | 11724/? [1:21:09<00:00,  2.41it/s]
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Epoch 0: |          | 11725/? [1:21:10<00:00,  2.41it/s]
Epoch 0: |          | 11725/? [1:21:10<00:00,  2.41it/s]
Epoch 0: |          | 11726/? [1:21:10<00:00,  2.41it/s]
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Epoch 0: |          | 11727/? [1:21:10<00:00,  2.41it/s]
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Epoch 0: |          | 11728/? [1:21:11<00:00,  2.41it/s]
Epoch 0: |          | 11728/? [1:21:11<00:00,  2.41it/s]
Epoch 0: |          | 11729/? [1:21:11<00:00,  2.41it/s]
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Epoch 0: |          | 11730/? [1:21:12<00:00,  2.41it/s]
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Epoch 0: |          | 11731/? [1:21:12<00:00,  2.41it/s]
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Epoch 0: |          | 11732/? [1:21:12<00:00,  2.41it/s]
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Epoch 0: |          | 11733/? [1:21:13<00:00,  2.41it/s]
Epoch 0: |          | 11733/? [1:21:13<00:00,  2.41it/s]
Epoch 0: |          | 11734/? [1:21:13<00:00,  2.41it/s]
Epoch 0: |          | 11734/? [1:21:13<00:00,  2.41it/s]
Epoch 0: |          | 11735/? [1:21:14<00:00,  2.41it/s]
Epoch 0: |          | 11735/? [1:21:14<00:00,  2.41it/s]
Epoch 0: |          | 11736/? [1:21:14<00:00,  2.41it/s]
Epoch 0: |          | 11736/? [1:21:14<00:00,  2.41it/s]
Epoch 0: |          | 11737/? [1:21:14<00:00,  2.41it/s]
Epoch 0: |          | 11737/? [1:21:14<00:00,  2.41it/s]
Epoch 0: |          | 11738/? [1:21:15<00:00,  2.41it/s]
Epoch 0: |          | 11738/? [1:21:15<00:00,  2.41it/s]
Epoch 0: |          | 11739/? [1:21:15<00:00,  2.41it/s]
Epoch 0: |          | 11739/? [1:21:15<00:00,  2.41it/s]
Epoch 0: |          | 11740/? [1:21:16<00:00,  2.41it/s]
Epoch 0: |          | 11740/? [1:21:16<00:00,  2.41it/s]
Epoch 0: |          | 11741/? [1:21:16<00:00,  2.41it/s]
Epoch 0: |          | 11741/? [1:21:16<00:00,  2.41it/s]
Epoch 0: |          | 11742/? [1:21:16<00:00,  2.41it/s]
Epoch 0: |          | 11742/? [1:21:16<00:00,  2.41it/s]
Epoch 0: |          | 11743/? [1:21:17<00:00,  2.41it/s]
Epoch 0: |          | 11743/? [1:21:17<00:00,  2.41it/s]
Epoch 0: |          | 11744/? [1:21:17<00:00,  2.41it/s]
Epoch 0: |          | 11744/? [1:21:17<00:00,  2.41it/s]
Epoch 0: |          | 11745/? [1:21:18<00:00,  2.41it/s]
Epoch 0: |          | 11745/? [1:21:18<00:00,  2.41it/s]
Epoch 0: |          | 11746/? [1:21:18<00:00,  2.41it/s]
Epoch 0: |          | 11746/? [1:21:18<00:00,  2.41it/s]
Epoch 0: |          | 11747/? [1:21:18<00:00,  2.41it/s]
Epoch 0: |          | 11747/? [1:21:18<00:00,  2.41it/s]
Epoch 0: |          | 11748/? [1:21:19<00:00,  2.41it/s]
Epoch 0: |          | 11748/? [1:21:19<00:00,  2.41it/s]
Epoch 0: |          | 11749/? [1:21:19<00:00,  2.41it/s]
Epoch 0: |          | 11749/? [1:21:19<00:00,  2.41it/s]
Epoch 0: |          | 11750/? [1:21:19<00:00,  2.41it/s]
Epoch 0: |          | 11750/? [1:21:19<00:00,  2.41it/s]
Epoch 0: |          | 11751/? [1:21:20<00:00,  2.41it/s]
Epoch 0: |          | 11751/? [1:21:20<00:00,  2.41it/s]
Epoch 0: |          | 11752/? [1:21:20<00:00,  2.41it/s]
Epoch 0: |          | 11752/? [1:21:20<00:00,  2.41it/s]
Epoch 0: |          | 11753/? [1:21:21<00:00,  2.41it/s]
Epoch 0: |          | 11753/? [1:21:21<00:00,  2.41it/s]
Epoch 0: |          | 11754/? [1:21:21<00:00,  2.41it/s]
Epoch 0: |          | 11754/? [1:21:21<00:00,  2.41it/s]
Epoch 0: |          | 11755/? [1:21:21<00:00,  2.41it/s]
Epoch 0: |          | 11755/? [1:21:21<00:00,  2.41it/s]
Epoch 0: |          | 11756/? [1:21:22<00:00,  2.41it/s]
Epoch 0: |          | 11756/? [1:21:22<00:00,  2.41it/s]
Epoch 0: |          | 11757/? [1:21:22<00:00,  2.41it/s]
Epoch 0: |          | 11757/? [1:21:22<00:00,  2.41it/s]
Epoch 0: |          | 11758/? [1:21:23<00:00,  2.41it/s]
Epoch 0: |          | 11758/? [1:21:23<00:00,  2.41it/s]
Epoch 0: |          | 11759/? [1:21:23<00:00,  2.41it/s]
Epoch 0: |          | 11759/? [1:21:23<00:00,  2.41it/s]
Epoch 0: |          | 11760/? [1:21:24<00:00,  2.41it/s]
Epoch 0: |          | 11760/? [1:21:24<00:00,  2.41it/s]
Epoch 0: |          | 11761/? [1:21:24<00:00,  2.41it/s]
Epoch 0: |          | 11761/? [1:21:24<00:00,  2.41it/s]
Epoch 0: |          | 11762/? [1:21:24<00:00,  2.41it/s]
Epoch 0: |          | 11762/? [1:21:24<00:00,  2.41it/s]
Epoch 0: |          | 11763/? [1:21:25<00:00,  2.41it/s]
Epoch 0: |          | 11763/? [1:21:25<00:00,  2.41it/s]
Epoch 0: |          | 11764/? [1:21:25<00:00,  2.41it/s]
Epoch 0: |          | 11764/? [1:21:25<00:00,  2.41it/s]
Epoch 0: |          | 11765/? [1:21:25<00:00,  2.41it/s]
Epoch 0: |          | 11765/? [1:21:25<00:00,  2.41it/s]
Epoch 0: |          | 11766/? [1:21:26<00:00,  2.41it/s]
Epoch 0: |          | 11766/? [1:21:26<00:00,  2.41it/s]
Epoch 0: |          | 11767/? [1:21:26<00:00,  2.41it/s]
Epoch 0: |          | 11767/? [1:21:26<00:00,  2.41it/s]
Epoch 0: |          | 11768/? [1:21:27<00:00,  2.41it/s]
Epoch 0: |          | 11768/? [1:21:27<00:00,  2.41it/s]
Epoch 0: |          | 11769/? [1:21:27<00:00,  2.41it/s]
Epoch 0: |          | 11769/? [1:21:27<00:00,  2.41it/s]
Epoch 0: |          | 11770/? [1:21:28<00:00,  2.41it/s]
Epoch 0: |          | 11770/? [1:21:28<00:00,  2.41it/s]
Epoch 0: |          | 11771/? [1:21:28<00:00,  2.41it/s]
Epoch 0: |          | 11771/? [1:21:28<00:00,  2.41it/s]
Epoch 0: |          | 11772/? [1:21:28<00:00,  2.41it/s]
Epoch 0: |          | 11772/? [1:21:28<00:00,  2.41it/s]
Epoch 0: |          | 11773/? [1:21:29<00:00,  2.41it/s]
Epoch 0: |          | 11773/? [1:21:29<00:00,  2.41it/s]
Epoch 0: |          | 11774/? [1:21:29<00:00,  2.41it/s]
Epoch 0: |          | 11774/? [1:21:29<00:00,  2.41it/s]
Epoch 0: |          | 11775/? [1:21:30<00:00,  2.41it/s]
Epoch 0: |          | 11775/? [1:21:30<00:00,  2.41it/s]
Epoch 0: |          | 11776/? [1:21:30<00:00,  2.41it/s]
Epoch 0: |          | 11776/? [1:21:30<00:00,  2.41it/s]
Epoch 0: |          | 11777/? [1:21:30<00:00,  2.41it/s]
Epoch 0: |          | 11777/? [1:21:30<00:00,  2.41it/s]
Epoch 0: |          | 11778/? [1:21:31<00:00,  2.41it/s]
Epoch 0: |          | 11778/? [1:21:31<00:00,  2.41it/s]
Epoch 0: |          | 11779/? [1:21:31<00:00,  2.41it/s]
Epoch 0: |          | 11779/? [1:21:31<00:00,  2.41it/s]
Epoch 0: |          | 11780/? [1:21:32<00:00,  2.41it/s]
Epoch 0: |          | 11780/? [1:21:32<00:00,  2.41it/s]
Epoch 0: |          | 11781/? [1:21:32<00:00,  2.41it/s]
Epoch 0: |          | 11781/? [1:21:32<00:00,  2.41it/s]
Epoch 0: |          | 11782/? [1:21:32<00:00,  2.41it/s]
Epoch 0: |          | 11782/? [1:21:32<00:00,  2.41it/s]
Epoch 0: |          | 11783/? [1:21:33<00:00,  2.41it/s]
Epoch 0: |          | 11783/? [1:21:33<00:00,  2.41it/s]
Epoch 0: |          | 11784/? [1:21:33<00:00,  2.41it/s]
Epoch 0: |          | 11784/? [1:21:33<00:00,  2.41it/s]
Epoch 0: |          | 11785/? [1:21:34<00:00,  2.41it/s]
Epoch 0: |          | 11785/? [1:21:34<00:00,  2.41it/s]
Epoch 0: |          | 11786/? [1:21:34<00:00,  2.41it/s]
Epoch 0: |          | 11786/? [1:21:34<00:00,  2.41it/s]
Epoch 0: |          | 11787/? [1:21:34<00:00,  2.41it/s]
Epoch 0: |          | 11787/? [1:21:34<00:00,  2.41it/s]
Epoch 0: |          | 11788/? [1:21:35<00:00,  2.41it/s]
Epoch 0: |          | 11788/? [1:21:35<00:00,  2.41it/s]
Epoch 0: |          | 11789/? [1:21:35<00:00,  2.41it/s]
Epoch 0: |          | 11789/? [1:21:35<00:00,  2.41it/s]
Epoch 0: |          | 11790/? [1:21:36<00:00,  2.41it/s]
Epoch 0: |          | 11790/? [1:21:36<00:00,  2.41it/s]
Epoch 0: |          | 11791/? [1:21:36<00:00,  2.41it/s]
Epoch 0: |          | 11791/? [1:21:36<00:00,  2.41it/s]
Epoch 0: |          | 11792/? [1:21:36<00:00,  2.41it/s]
Epoch 0: |          | 11792/? [1:21:36<00:00,  2.41it/s]
Epoch 0: |          | 11793/? [1:21:37<00:00,  2.41it/s]
Epoch 0: |          | 11793/? [1:21:37<00:00,  2.41it/s]
Epoch 0: |          | 11794/? [1:21:37<00:00,  2.41it/s]
Epoch 0: |          | 11794/? [1:21:37<00:00,  2.41it/s]
Epoch 0: |          | 11795/? [1:21:38<00:00,  2.41it/s]
Epoch 0: |          | 11795/? [1:21:38<00:00,  2.41it/s]
Epoch 0: |          | 11796/? [1:21:38<00:00,  2.41it/s]
Epoch 0: |          | 11796/? [1:21:38<00:00,  2.41it/s]
Epoch 0: |          | 11797/? [1:21:38<00:00,  2.41it/s]
Epoch 0: |          | 11797/? [1:21:38<00:00,  2.41it/s]
Epoch 0: |          | 11798/? [1:21:39<00:00,  2.41it/s]
Epoch 0: |          | 11798/? [1:21:39<00:00,  2.41it/s]
Epoch 0: |          | 11799/? [1:21:39<00:00,  2.41it/s]
Epoch 0: |          | 11799/? [1:21:39<00:00,  2.41it/s]
Epoch 0: |          | 11800/? [1:21:40<00:00,  2.41it/s]
Epoch 0: |          | 11800/? [1:21:40<00:00,  2.41it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.04it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.88it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.59it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.50it/s]

Epoch 0: |          | 11800/? [1:21:40<00:00,  2.41it/s]
Epoch 0: |          | 11801/? [1:21:40<00:00,  2.41it/s]
Epoch 0: |          | 11801/? [1:21:40<00:00,  2.41it/s]
Epoch 0: |          | 11802/? [1:21:41<00:00,  2.41it/s]
Epoch 0: |          | 11802/? [1:21:41<00:00,  2.41it/s]
Epoch 0: |          | 11803/? [1:21:41<00:00,  2.41it/s]
Epoch 0: |          | 11803/? [1:21:41<00:00,  2.41it/s]
Epoch 0: |          | 11804/? [1:21:42<00:00,  2.41it/s]
Epoch 0: |          | 11804/? [1:21:42<00:00,  2.41it/s]
Epoch 0: |          | 11805/? [1:21:42<00:00,  2.41it/s]
Epoch 0: |          | 11805/? [1:21:42<00:00,  2.41it/s]
Epoch 0: |          | 11806/? [1:21:42<00:00,  2.41it/s]
Epoch 0: |          | 11806/? [1:21:42<00:00,  2.41it/s]
Epoch 0: |          | 11807/? [1:21:43<00:00,  2.41it/s]
Epoch 0: |          | 11807/? [1:21:43<00:00,  2.41it/s]
Epoch 0: |          | 11808/? [1:21:43<00:00,  2.41it/s]
Epoch 0: |          | 11808/? [1:21:43<00:00,  2.41it/s]
Epoch 0: |          | 11809/? [1:21:43<00:00,  2.41it/s]
Epoch 0: |          | 11809/? [1:21:43<00:00,  2.41it/s]
Epoch 0: |          | 11810/? [1:21:44<00:00,  2.41it/s]
Epoch 0: |          | 11810/? [1:21:44<00:00,  2.41it/s]
Epoch 0: |          | 11811/? [1:21:44<00:00,  2.41it/s]
Epoch 0: |          | 11811/? [1:21:44<00:00,  2.41it/s]
Epoch 0: |          | 11812/? [1:21:45<00:00,  2.41it/s]
Epoch 0: |          | 11812/? [1:21:45<00:00,  2.41it/s]
Epoch 0: |          | 11813/? [1:21:45<00:00,  2.41it/s]
Epoch 0: |          | 11813/? [1:21:45<00:00,  2.41it/s]
Epoch 0: |          | 11814/? [1:21:45<00:00,  2.41it/s]
Epoch 0: |          | 11814/? [1:21:45<00:00,  2.41it/s]
Epoch 0: |          | 11815/? [1:21:46<00:00,  2.41it/s]
Epoch 0: |          | 11815/? [1:21:46<00:00,  2.41it/s]
Epoch 0: |          | 11816/? [1:21:46<00:00,  2.41it/s]
Epoch 0: |          | 11816/? [1:21:46<00:00,  2.41it/s]
Epoch 0: |          | 11817/? [1:21:47<00:00,  2.41it/s]
Epoch 0: |          | 11817/? [1:21:47<00:00,  2.41it/s]
Epoch 0: |          | 11818/? [1:21:47<00:00,  2.41it/s]
Epoch 0: |          | 11818/? [1:21:47<00:00,  2.41it/s]
Epoch 0: |          | 11819/? [1:21:47<00:00,  2.41it/s]
Epoch 0: |          | 11819/? [1:21:47<00:00,  2.41it/s]
Epoch 0: |          | 11820/? [1:21:48<00:00,  2.41it/s]
Epoch 0: |          | 11820/? [1:21:48<00:00,  2.41it/s]
Epoch 0: |          | 11821/? [1:21:48<00:00,  2.41it/s]
Epoch 0: |          | 11821/? [1:21:48<00:00,  2.41it/s]
Epoch 0: |          | 11822/? [1:21:49<00:00,  2.41it/s]
Epoch 0: |          | 11822/? [1:21:49<00:00,  2.41it/s]
Epoch 0: |          | 11823/? [1:21:49<00:00,  2.41it/s]
Epoch 0: |          | 11823/? [1:21:49<00:00,  2.41it/s]
Epoch 0: |          | 11824/? [1:21:49<00:00,  2.41it/s]
Epoch 0: |          | 11824/? [1:21:49<00:00,  2.41it/s]
Epoch 0: |          | 11825/? [1:21:50<00:00,  2.41it/s]
Epoch 0: |          | 11825/? [1:21:50<00:00,  2.41it/s]
Epoch 0: |          | 11826/? [1:21:50<00:00,  2.41it/s]
Epoch 0: |          | 11826/? [1:21:50<00:00,  2.41it/s]
Epoch 0: |          | 11827/? [1:21:51<00:00,  2.41it/s]
Epoch 0: |          | 11827/? [1:21:51<00:00,  2.41it/s]
Epoch 0: |          | 11828/? [1:21:51<00:00,  2.41it/s]
Epoch 0: |          | 11828/? [1:21:51<00:00,  2.41it/s]
Epoch 0: |          | 11829/? [1:21:51<00:00,  2.41it/s]
Epoch 0: |          | 11829/? [1:21:51<00:00,  2.41it/s]
Epoch 0: |          | 11830/? [1:21:52<00:00,  2.41it/s]
Epoch 0: |          | 11830/? [1:21:52<00:00,  2.41it/s]
Epoch 0: |          | 11831/? [1:21:52<00:00,  2.41it/s]
Epoch 0: |          | 11831/? [1:21:52<00:00,  2.41it/s]
Epoch 0: |          | 11832/? [1:21:53<00:00,  2.41it/s]
Epoch 0: |          | 11832/? [1:21:53<00:00,  2.41it/s]
Epoch 0: |          | 11833/? [1:21:53<00:00,  2.41it/s]
Epoch 0: |          | 11833/? [1:21:53<00:00,  2.41it/s]
Epoch 0: |          | 11834/? [1:21:53<00:00,  2.41it/s]
Epoch 0: |          | 11834/? [1:21:53<00:00,  2.41it/s]
Epoch 0: |          | 11835/? [1:21:54<00:00,  2.41it/s]
Epoch 0: |          | 11835/? [1:21:54<00:00,  2.41it/s]
Epoch 0: |          | 11836/? [1:21:54<00:00,  2.41it/s]
Epoch 0: |          | 11836/? [1:21:54<00:00,  2.41it/s]
Epoch 0: |          | 11837/? [1:21:55<00:00,  2.41it/s]
Epoch 0: |          | 11837/? [1:21:55<00:00,  2.41it/s]
Epoch 0: |          | 11838/? [1:21:55<00:00,  2.41it/s]
Epoch 0: |          | 11838/? [1:21:55<00:00,  2.41it/s]
Epoch 0: |          | 11839/? [1:21:55<00:00,  2.41it/s]
Epoch 0: |          | 11839/? [1:21:55<00:00,  2.41it/s]
Epoch 0: |          | 11840/? [1:21:56<00:00,  2.41it/s]
Epoch 0: |          | 11840/? [1:21:56<00:00,  2.41it/s]
Epoch 0: |          | 11841/? [1:21:56<00:00,  2.41it/s]
Epoch 0: |          | 11841/? [1:21:56<00:00,  2.41it/s]
Epoch 0: |          | 11842/? [1:21:57<00:00,  2.41it/s]
Epoch 0: |          | 11842/? [1:21:57<00:00,  2.41it/s]
Epoch 0: |          | 11843/? [1:21:57<00:00,  2.41it/s]
Epoch 0: |          | 11843/? [1:21:57<00:00,  2.41it/s]
Epoch 0: |          | 11844/? [1:21:57<00:00,  2.41it/s]
Epoch 0: |          | 11844/? [1:21:57<00:00,  2.41it/s]
Epoch 0: |          | 11845/? [1:21:58<00:00,  2.41it/s]
Epoch 0: |          | 11845/? [1:21:58<00:00,  2.41it/s]
Epoch 0: |          | 11846/? [1:21:58<00:00,  2.41it/s]
Epoch 0: |          | 11846/? [1:21:58<00:00,  2.41it/s]
Epoch 0: |          | 11847/? [1:21:59<00:00,  2.41it/s]
Epoch 0: |          | 11847/? [1:21:59<00:00,  2.41it/s]
Epoch 0: |          | 11848/? [1:21:59<00:00,  2.41it/s]
Epoch 0: |          | 11848/? [1:21:59<00:00,  2.41it/s]
Epoch 0: |          | 11849/? [1:21:59<00:00,  2.41it/s]
Epoch 0: |          | 11849/? [1:21:59<00:00,  2.41it/s]
Epoch 0: |          | 11850/? [1:22:00<00:00,  2.41it/s]
Epoch 0: |          | 11850/? [1:22:00<00:00,  2.41it/s]
Epoch 0: |          | 11851/? [1:22:00<00:00,  2.41it/s]
Epoch 0: |          | 11851/? [1:22:00<00:00,  2.41it/s]
Epoch 0: |          | 11852/? [1:22:01<00:00,  2.41it/s]
Epoch 0: |          | 11852/? [1:22:01<00:00,  2.41it/s]
Epoch 0: |          | 11853/? [1:22:01<00:00,  2.41it/s]
Epoch 0: |          | 11853/? [1:22:01<00:00,  2.41it/s]
Epoch 0: |          | 11854/? [1:22:01<00:00,  2.41it/s]
Epoch 0: |          | 11854/? [1:22:01<00:00,  2.41it/s]
Epoch 0: |          | 11855/? [1:22:02<00:00,  2.41it/s]
Epoch 0: |          | 11855/? [1:22:02<00:00,  2.41it/s]
Epoch 0: |          | 11856/? [1:22:02<00:00,  2.41it/s]
Epoch 0: |          | 11856/? [1:22:02<00:00,  2.41it/s]
Epoch 0: |          | 11857/? [1:22:03<00:00,  2.41it/s]
Epoch 0: |          | 11857/? [1:22:03<00:00,  2.41it/s]
Epoch 0: |          | 11858/? [1:22:03<00:00,  2.41it/s]
Epoch 0: |          | 11858/? [1:22:03<00:00,  2.41it/s]
Epoch 0: |          | 11859/? [1:22:03<00:00,  2.41it/s]
Epoch 0: |          | 11859/? [1:22:03<00:00,  2.41it/s]
Epoch 0: |          | 11860/? [1:22:04<00:00,  2.41it/s]
Epoch 0: |          | 11860/? [1:22:04<00:00,  2.41it/s]
Epoch 0: |          | 11861/? [1:22:04<00:00,  2.41it/s]
Epoch 0: |          | 11861/? [1:22:04<00:00,  2.41it/s]
Epoch 0: |          | 11862/? [1:22:05<00:00,  2.41it/s]
Epoch 0: |          | 11862/? [1:22:05<00:00,  2.41it/s]
Epoch 0: |          | 11863/? [1:22:05<00:00,  2.41it/s]
Epoch 0: |          | 11863/? [1:22:05<00:00,  2.41it/s]
Epoch 0: |          | 11864/? [1:22:06<00:00,  2.41it/s]
Epoch 0: |          | 11864/? [1:22:06<00:00,  2.41it/s]
Epoch 0: |          | 11865/? [1:22:06<00:00,  2.41it/s]
Epoch 0: |          | 11865/? [1:22:06<00:00,  2.41it/s]
Epoch 0: |          | 11866/? [1:22:06<00:00,  2.41it/s]
Epoch 0: |          | 11866/? [1:22:06<00:00,  2.41it/s]
Epoch 0: |          | 11867/? [1:22:07<00:00,  2.41it/s]
Epoch 0: |          | 11867/? [1:22:07<00:00,  2.41it/s]
Epoch 0: |          | 11868/? [1:22:07<00:00,  2.41it/s]
Epoch 0: |          | 11868/? [1:22:07<00:00,  2.41it/s]
Epoch 0: |          | 11869/? [1:22:08<00:00,  2.41it/s]
Epoch 0: |          | 11869/? [1:22:08<00:00,  2.41it/s]
Epoch 0: |          | 11870/? [1:22:08<00:00,  2.41it/s]
Epoch 0: |          | 11870/? [1:22:08<00:00,  2.41it/s]
Epoch 0: |          | 11871/? [1:22:08<00:00,  2.41it/s]
Epoch 0: |          | 11871/? [1:22:08<00:00,  2.41it/s]
Epoch 0: |          | 11872/? [1:22:09<00:00,  2.41it/s]
Epoch 0: |          | 11872/? [1:22:09<00:00,  2.41it/s]
Epoch 0: |          | 11873/? [1:22:09<00:00,  2.41it/s]
Epoch 0: |          | 11873/? [1:22:09<00:00,  2.41it/s]
Epoch 0: |          | 11874/? [1:22:10<00:00,  2.41it/s]
Epoch 0: |          | 11874/? [1:22:10<00:00,  2.41it/s]
Epoch 0: |          | 11875/? [1:22:10<00:00,  2.41it/s]
Epoch 0: |          | 11875/? [1:22:10<00:00,  2.41it/s]
Epoch 0: |          | 11876/? [1:22:10<00:00,  2.41it/s]
Epoch 0: |          | 11876/? [1:22:10<00:00,  2.41it/s]
Epoch 0: |          | 11877/? [1:22:11<00:00,  2.41it/s]
Epoch 0: |          | 11877/? [1:22:11<00:00,  2.41it/s]
Epoch 0: |          | 11878/? [1:22:11<00:00,  2.41it/s]
Epoch 0: |          | 11878/? [1:22:11<00:00,  2.41it/s]
Epoch 0: |          | 11879/? [1:22:11<00:00,  2.41it/s]
Epoch 0: |          | 11879/? [1:22:11<00:00,  2.41it/s]
Epoch 0: |          | 11880/? [1:22:12<00:00,  2.41it/s]
Epoch 0: |          | 11880/? [1:22:12<00:00,  2.41it/s]
Epoch 0: |          | 11881/? [1:22:12<00:00,  2.41it/s]
Epoch 0: |          | 11881/? [1:22:12<00:00,  2.41it/s]
Epoch 0: |          | 11882/? [1:22:13<00:00,  2.41it/s]
Epoch 0: |          | 11882/? [1:22:13<00:00,  2.41it/s]
Epoch 0: |          | 11883/? [1:22:13<00:00,  2.41it/s]
Epoch 0: |          | 11883/? [1:22:13<00:00,  2.41it/s]
Epoch 0: |          | 11884/? [1:22:13<00:00,  2.41it/s]
Epoch 0: |          | 11884/? [1:22:13<00:00,  2.41it/s]
Epoch 0: |          | 11885/? [1:22:14<00:00,  2.41it/s]
Epoch 0: |          | 11885/? [1:22:14<00:00,  2.41it/s]
Epoch 0: |          | 11886/? [1:22:14<00:00,  2.41it/s]
Epoch 0: |          | 11886/? [1:22:14<00:00,  2.41it/s]
Epoch 0: |          | 11887/? [1:22:14<00:00,  2.41it/s]
Epoch 0: |          | 11887/? [1:22:14<00:00,  2.41it/s]
Epoch 0: |          | 11888/? [1:22:15<00:00,  2.41it/s]
Epoch 0: |          | 11888/? [1:22:15<00:00,  2.41it/s]
Epoch 0: |          | 11889/? [1:22:15<00:00,  2.41it/s]
Epoch 0: |          | 11889/? [1:22:15<00:00,  2.41it/s]
Epoch 0: |          | 11890/? [1:22:16<00:00,  2.41it/s]
Epoch 0: |          | 11890/? [1:22:16<00:00,  2.41it/s]
Epoch 0: |          | 11891/? [1:22:16<00:00,  2.41it/s]
Epoch 0: |          | 11891/? [1:22:16<00:00,  2.41it/s]
Epoch 0: |          | 11892/? [1:22:16<00:00,  2.41it/s]
Epoch 0: |          | 11892/? [1:22:16<00:00,  2.41it/s]
Epoch 0: |          | 11893/? [1:22:17<00:00,  2.41it/s]
Epoch 0: |          | 11893/? [1:22:17<00:00,  2.41it/s]
Epoch 0: |          | 11894/? [1:22:17<00:00,  2.41it/s]
Epoch 0: |          | 11894/? [1:22:17<00:00,  2.41it/s]
Epoch 0: |          | 11895/? [1:22:18<00:00,  2.41it/s]
Epoch 0: |          | 11895/? [1:22:18<00:00,  2.41it/s]
Epoch 0: |          | 11896/? [1:22:18<00:00,  2.41it/s]
Epoch 0: |          | 11896/? [1:22:18<00:00,  2.41it/s]
Epoch 0: |          | 11897/? [1:22:18<00:00,  2.41it/s]
Epoch 0: |          | 11897/? [1:22:18<00:00,  2.41it/s]
Epoch 0: |          | 11898/? [1:22:19<00:00,  2.41it/s]
Epoch 0: |          | 11898/? [1:22:19<00:00,  2.41it/s]
Epoch 0: |          | 11899/? [1:22:19<00:00,  2.41it/s]
Epoch 0: |          | 11899/? [1:22:19<00:00,  2.41it/s]
Epoch 0: |          | 11900/? [1:22:20<00:00,  2.41it/s]
Epoch 0: |          | 11900/? [1:22:20<00:00,  2.41it/s]
Epoch 0: |          | 11901/? [1:22:20<00:00,  2.41it/s]
Epoch 0: |          | 11901/? [1:22:20<00:00,  2.41it/s]
Epoch 0: |          | 11902/? [1:22:20<00:00,  2.41it/s]
Epoch 0: |          | 11902/? [1:22:20<00:00,  2.41it/s]
Epoch 0: |          | 11903/? [1:22:21<00:00,  2.41it/s]
Epoch 0: |          | 11903/? [1:22:21<00:00,  2.41it/s]
Epoch 0: |          | 11904/? [1:22:21<00:00,  2.41it/s]
Epoch 0: |          | 11904/? [1:22:21<00:00,  2.41it/s]
Epoch 0: |          | 11905/? [1:22:22<00:00,  2.41it/s]
Epoch 0: |          | 11905/? [1:22:22<00:00,  2.41it/s]
Epoch 0: |          | 11906/? [1:22:22<00:00,  2.41it/s]
Epoch 0: |          | 11906/? [1:22:22<00:00,  2.41it/s]
Epoch 0: |          | 11907/? [1:22:22<00:00,  2.41it/s]
Epoch 0: |          | 11907/? [1:22:22<00:00,  2.41it/s]
Epoch 0: |          | 11908/? [1:22:23<00:00,  2.41it/s]
Epoch 0: |          | 11908/? [1:22:23<00:00,  2.41it/s]
Epoch 0: |          | 11909/? [1:22:23<00:00,  2.41it/s]
Epoch 0: |          | 11909/? [1:22:23<00:00,  2.41it/s]
Epoch 0: |          | 11910/? [1:22:24<00:00,  2.41it/s]
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Epoch 0: |          | 11911/? [1:22:24<00:00,  2.41it/s]
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Epoch 0: |          | 11912/? [1:22:24<00:00,  2.41it/s]
Epoch 0: |          | 11912/? [1:22:24<00:00,  2.41it/s]
Epoch 0: |          | 11913/? [1:22:25<00:00,  2.41it/s]
Epoch 0: |          | 11913/? [1:22:25<00:00,  2.41it/s]
Epoch 0: |          | 11914/? [1:22:25<00:00,  2.41it/s]
Epoch 0: |          | 11914/? [1:22:25<00:00,  2.41it/s]
Epoch 0: |          | 11915/? [1:22:26<00:00,  2.41it/s]
Epoch 0: |          | 11915/? [1:22:26<00:00,  2.41it/s]
Epoch 0: |          | 11916/? [1:22:26<00:00,  2.41it/s]
Epoch 0: |          | 11916/? [1:22:26<00:00,  2.41it/s]
Epoch 0: |          | 11917/? [1:22:26<00:00,  2.41it/s]
Epoch 0: |          | 11917/? [1:22:26<00:00,  2.41it/s]
Epoch 0: |          | 11918/? [1:22:27<00:00,  2.41it/s]
Epoch 0: |          | 11918/? [1:22:27<00:00,  2.41it/s]
Epoch 0: |          | 11919/? [1:22:27<00:00,  2.41it/s]
Epoch 0: |          | 11919/? [1:22:27<00:00,  2.41it/s]
Epoch 0: |          | 11920/? [1:22:28<00:00,  2.41it/s]
Epoch 0: |          | 11920/? [1:22:28<00:00,  2.41it/s]
Epoch 0: |          | 11921/? [1:22:28<00:00,  2.41it/s]
Epoch 0: |          | 11921/? [1:22:28<00:00,  2.41it/s]
Epoch 0: |          | 11922/? [1:22:28<00:00,  2.41it/s]
Epoch 0: |          | 11922/? [1:22:28<00:00,  2.41it/s]
Epoch 0: |          | 11923/? [1:22:29<00:00,  2.41it/s]
Epoch 0: |          | 11923/? [1:22:29<00:00,  2.41it/s]
Epoch 0: |          | 11924/? [1:22:29<00:00,  2.41it/s]
Epoch 0: |          | 11924/? [1:22:29<00:00,  2.41it/s]
Epoch 0: |          | 11925/? [1:22:30<00:00,  2.41it/s]
Epoch 0: |          | 11925/? [1:22:30<00:00,  2.41it/s]
Epoch 0: |          | 11926/? [1:22:30<00:00,  2.41it/s]
Epoch 0: |          | 11926/? [1:22:30<00:00,  2.41it/s]
Epoch 0: |          | 11927/? [1:22:30<00:00,  2.41it/s]
Epoch 0: |          | 11927/? [1:22:30<00:00,  2.41it/s]
Epoch 0: |          | 11928/? [1:22:31<00:00,  2.41it/s]
Epoch 0: |          | 11928/? [1:22:31<00:00,  2.41it/s]
Epoch 0: |          | 11929/? [1:22:31<00:00,  2.41it/s]
Epoch 0: |          | 11929/? [1:22:31<00:00,  2.41it/s]
Epoch 0: |          | 11930/? [1:22:31<00:00,  2.41it/s]
Epoch 0: |          | 11930/? [1:22:31<00:00,  2.41it/s]
Epoch 0: |          | 11931/? [1:22:32<00:00,  2.41it/s]
Epoch 0: |          | 11931/? [1:22:32<00:00,  2.41it/s]
Epoch 0: |          | 11932/? [1:22:32<00:00,  2.41it/s]
Epoch 0: |          | 11932/? [1:22:32<00:00,  2.41it/s]
Epoch 0: |          | 11933/? [1:22:33<00:00,  2.41it/s]
Epoch 0: |          | 11933/? [1:22:33<00:00,  2.41it/s]
Epoch 0: |          | 11934/? [1:22:33<00:00,  2.41it/s]
Epoch 0: |          | 11934/? [1:22:33<00:00,  2.41it/s]
Epoch 0: |          | 11935/? [1:22:33<00:00,  2.41it/s]
Epoch 0: |          | 11935/? [1:22:33<00:00,  2.41it/s]
Epoch 0: |          | 11936/? [1:22:34<00:00,  2.41it/s]
Epoch 0: |          | 11936/? [1:22:34<00:00,  2.41it/s]
Epoch 0: |          | 11937/? [1:22:34<00:00,  2.41it/s]
Epoch 0: |          | 11937/? [1:22:34<00:00,  2.41it/s]
Epoch 0: |          | 11938/? [1:22:35<00:00,  2.41it/s]
Epoch 0: |          | 11938/? [1:22:35<00:00,  2.41it/s]
Epoch 0: |          | 11939/? [1:22:35<00:00,  2.41it/s]
Epoch 0: |          | 11939/? [1:22:35<00:00,  2.41it/s]
Epoch 0: |          | 11940/? [1:22:35<00:00,  2.41it/s]
Epoch 0: |          | 11940/? [1:22:35<00:00,  2.41it/s]
Epoch 0: |          | 11941/? [1:22:36<00:00,  2.41it/s]
Epoch 0: |          | 11941/? [1:22:36<00:00,  2.41it/s]
Epoch 0: |          | 11942/? [1:22:36<00:00,  2.41it/s]
Epoch 0: |          | 11942/? [1:22:36<00:00,  2.41it/s]
Epoch 0: |          | 11943/? [1:22:37<00:00,  2.41it/s]
Epoch 0: |          | 11943/? [1:22:37<00:00,  2.41it/s]
Epoch 0: |          | 11944/? [1:22:37<00:00,  2.41it/s]
Epoch 0: |          | 11944/? [1:22:37<00:00,  2.41it/s]
Epoch 0: |          | 11945/? [1:22:37<00:00,  2.41it/s]
Epoch 0: |          | 11945/? [1:22:37<00:00,  2.41it/s]
Epoch 0: |          | 11946/? [1:22:38<00:00,  2.41it/s]
Epoch 0: |          | 11946/? [1:22:38<00:00,  2.41it/s]
Epoch 0: |          | 11947/? [1:22:38<00:00,  2.41it/s]
Epoch 0: |          | 11947/? [1:22:38<00:00,  2.41it/s]
Epoch 0: |          | 11948/? [1:22:39<00:00,  2.41it/s]
Epoch 0: |          | 11948/? [1:22:39<00:00,  2.41it/s]
Epoch 0: |          | 11949/? [1:22:39<00:00,  2.41it/s]
Epoch 0: |          | 11949/? [1:22:39<00:00,  2.41it/s]
Epoch 0: |          | 11950/? [1:22:39<00:00,  2.41it/s]
Epoch 0: |          | 11950/? [1:22:39<00:00,  2.41it/s]
Epoch 0: |          | 11951/? [1:22:40<00:00,  2.41it/s]
Epoch 0: |          | 11951/? [1:22:40<00:00,  2.41it/s]
Epoch 0: |          | 11952/? [1:22:40<00:00,  2.41it/s]
Epoch 0: |          | 11952/? [1:22:40<00:00,  2.41it/s]
Epoch 0: |          | 11953/? [1:22:41<00:00,  2.41it/s]
Epoch 0: |          | 11953/? [1:22:41<00:00,  2.41it/s]
Epoch 0: |          | 11954/? [1:22:41<00:00,  2.41it/s]
Epoch 0: |          | 11954/? [1:22:41<00:00,  2.41it/s]
Epoch 0: |          | 11955/? [1:22:41<00:00,  2.41it/s]
Epoch 0: |          | 11955/? [1:22:41<00:00,  2.41it/s]
Epoch 0: |          | 11956/? [1:22:42<00:00,  2.41it/s]
Epoch 0: |          | 11956/? [1:22:42<00:00,  2.41it/s]
Epoch 0: |          | 11957/? [1:22:42<00:00,  2.41it/s]
Epoch 0: |          | 11957/? [1:22:42<00:00,  2.41it/s]
Epoch 0: |          | 11958/? [1:22:42<00:00,  2.41it/s]
Epoch 0: |          | 11958/? [1:22:42<00:00,  2.41it/s]
Epoch 0: |          | 11959/? [1:22:43<00:00,  2.41it/s]
Epoch 0: |          | 11959/? [1:22:43<00:00,  2.41it/s]
Epoch 0: |          | 11960/? [1:22:43<00:00,  2.41it/s]
Epoch 0: |          | 11960/? [1:22:43<00:00,  2.41it/s]
Epoch 0: |          | 11961/? [1:22:44<00:00,  2.41it/s]
Epoch 0: |          | 11961/? [1:22:44<00:00,  2.41it/s]
Epoch 0: |          | 11962/? [1:22:44<00:00,  2.41it/s]
Epoch 0: |          | 11962/? [1:22:44<00:00,  2.41it/s]
Epoch 0: |          | 11963/? [1:22:45<00:00,  2.41it/s]
Epoch 0: |          | 11963/? [1:22:45<00:00,  2.41it/s]
Epoch 0: |          | 11964/? [1:22:45<00:00,  2.41it/s]
Epoch 0: |          | 11964/? [1:22:45<00:00,  2.41it/s]
Epoch 0: |          | 11965/? [1:22:45<00:00,  2.41it/s]
Epoch 0: |          | 11965/? [1:22:45<00:00,  2.41it/s]
Epoch 0: |          | 11966/? [1:22:46<00:00,  2.41it/s]
Epoch 0: |          | 11966/? [1:22:46<00:00,  2.41it/s]
Epoch 0: |          | 11967/? [1:22:46<00:00,  2.41it/s]
Epoch 0: |          | 11967/? [1:22:46<00:00,  2.41it/s]
Epoch 0: |          | 11968/? [1:22:47<00:00,  2.41it/s]
Epoch 0: |          | 11968/? [1:22:47<00:00,  2.41it/s]
Epoch 0: |          | 11969/? [1:22:47<00:00,  2.41it/s]
Epoch 0: |          | 11969/? [1:22:47<00:00,  2.41it/s]
Epoch 0: |          | 11970/? [1:22:47<00:00,  2.41it/s]
Epoch 0: |          | 11970/? [1:22:47<00:00,  2.41it/s]
Epoch 0: |          | 11971/? [1:22:48<00:00,  2.41it/s]
Epoch 0: |          | 11971/? [1:22:48<00:00,  2.41it/s]
Epoch 0: |          | 11972/? [1:22:48<00:00,  2.41it/s]
Epoch 0: |          | 11972/? [1:22:48<00:00,  2.41it/s]
Epoch 0: |          | 11973/? [1:22:49<00:00,  2.41it/s]
Epoch 0: |          | 11973/? [1:22:49<00:00,  2.41it/s]
Epoch 0: |          | 11974/? [1:22:49<00:00,  2.41it/s]
Epoch 0: |          | 11974/? [1:22:49<00:00,  2.41it/s]
Epoch 0: |          | 11975/? [1:22:49<00:00,  2.41it/s]
Epoch 0: |          | 11975/? [1:22:49<00:00,  2.41it/s]
Epoch 0: |          | 11976/? [1:22:50<00:00,  2.41it/s]
Epoch 0: |          | 11976/? [1:22:50<00:00,  2.41it/s]
Epoch 0: |          | 11977/? [1:22:50<00:00,  2.41it/s]
Epoch 0: |          | 11977/? [1:22:50<00:00,  2.41it/s]
Epoch 0: |          | 11978/? [1:22:50<00:00,  2.41it/s]
Epoch 0: |          | 11978/? [1:22:50<00:00,  2.41it/s]
Epoch 0: |          | 11979/? [1:22:51<00:00,  2.41it/s]
Epoch 0: |          | 11979/? [1:22:51<00:00,  2.41it/s]
Epoch 0: |          | 11980/? [1:22:51<00:00,  2.41it/s]
Epoch 0: |          | 11980/? [1:22:51<00:00,  2.41it/s]
Epoch 0: |          | 11981/? [1:22:52<00:00,  2.41it/s]
Epoch 0: |          | 11981/? [1:22:52<00:00,  2.41it/s]
Epoch 0: |          | 11982/? [1:22:52<00:00,  2.41it/s]
Epoch 0: |          | 11982/? [1:22:52<00:00,  2.41it/s]
Epoch 0: |          | 11983/? [1:22:52<00:00,  2.41it/s]
Epoch 0: |          | 11983/? [1:22:52<00:00,  2.41it/s]
Epoch 0: |          | 11984/? [1:22:53<00:00,  2.41it/s]
Epoch 0: |          | 11984/? [1:22:53<00:00,  2.41it/s]
Epoch 0: |          | 11985/? [1:22:53<00:00,  2.41it/s]
Epoch 0: |          | 11985/? [1:22:53<00:00,  2.41it/s]
Epoch 0: |          | 11986/? [1:22:54<00:00,  2.41it/s]
Epoch 0: |          | 11986/? [1:22:54<00:00,  2.41it/s]
Epoch 0: |          | 11987/? [1:22:54<00:00,  2.41it/s]
Epoch 0: |          | 11987/? [1:22:54<00:00,  2.41it/s]
Epoch 0: |          | 11988/? [1:22:54<00:00,  2.41it/s]
Epoch 0: |          | 11988/? [1:22:54<00:00,  2.41it/s]
Epoch 0: |          | 11989/? [1:22:55<00:00,  2.41it/s]
Epoch 0: |          | 11989/? [1:22:55<00:00,  2.41it/s]
Epoch 0: |          | 11990/? [1:22:55<00:00,  2.41it/s]
Epoch 0: |          | 11990/? [1:22:55<00:00,  2.41it/s]
Epoch 0: |          | 11991/? [1:22:55<00:00,  2.41it/s]
Epoch 0: |          | 11991/? [1:22:55<00:00,  2.41it/s]
Epoch 0: |          | 11992/? [1:22:56<00:00,  2.41it/s]
Epoch 0: |          | 11992/? [1:22:56<00:00,  2.41it/s]
Epoch 0: |          | 11993/? [1:22:56<00:00,  2.41it/s]
Epoch 0: |          | 11993/? [1:22:56<00:00,  2.41it/s]
Epoch 0: |          | 11994/? [1:22:57<00:00,  2.41it/s]
Epoch 0: |          | 11994/? [1:22:57<00:00,  2.41it/s]
Epoch 0: |          | 11995/? [1:22:57<00:00,  2.41it/s]
Epoch 0: |          | 11995/? [1:22:57<00:00,  2.41it/s]
Epoch 0: |          | 11996/? [1:22:57<00:00,  2.41it/s]
Epoch 0: |          | 11996/? [1:22:57<00:00,  2.41it/s]
Epoch 0: |          | 11997/? [1:22:58<00:00,  2.41it/s]
Epoch 0: |          | 11997/? [1:22:58<00:00,  2.41it/s]
Epoch 0: |          | 11998/? [1:22:58<00:00,  2.41it/s]
Epoch 0: |          | 11998/? [1:22:58<00:00,  2.41it/s]
Epoch 0: |          | 11999/? [1:22:59<00:00,  2.41it/s]
Epoch 0: |          | 11999/? [1:22:59<00:00,  2.41it/s]
Epoch 0: |          | 12000/? [1:22:59<00:00,  2.41it/s]
Epoch 0: |          | 12000/? [1:22:59<00:00,  2.41it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.25it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.99it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.64it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.46it/s]

Epoch 0: |          | 12000/? [1:22:59<00:00,  2.41it/s]
Epoch 0: |          | 12001/? [1:23:00<00:00,  2.41it/s]
Epoch 0: |          | 12001/? [1:23:00<00:00,  2.41it/s]
Epoch 0: |          | 12002/? [1:23:00<00:00,  2.41it/s]
Epoch 0: |          | 12002/? [1:23:00<00:00,  2.41it/s]
Epoch 0: |          | 12003/? [1:23:00<00:00,  2.41it/s]
Epoch 0: |          | 12003/? [1:23:00<00:00,  2.41it/s]
Epoch 0: |          | 12004/? [1:23:01<00:00,  2.41it/s]
Epoch 0: |          | 12004/? [1:23:01<00:00,  2.41it/s]
Epoch 0: |          | 12005/? [1:23:01<00:00,  2.41it/s]
Epoch 0: |          | 12005/? [1:23:01<00:00,  2.41it/s]
Epoch 0: |          | 12006/? [1:23:02<00:00,  2.41it/s]
Epoch 0: |          | 12006/? [1:23:02<00:00,  2.41it/s]
Epoch 0: |          | 12007/? [1:23:02<00:00,  2.41it/s]
Epoch 0: |          | 12007/? [1:23:02<00:00,  2.41it/s]
Epoch 0: |          | 12008/? [1:23:02<00:00,  2.41it/s]
Epoch 0: |          | 12008/? [1:23:02<00:00,  2.41it/s]
Epoch 0: |          | 12009/? [1:23:03<00:00,  2.41it/s]
Epoch 0: |          | 12009/? [1:23:03<00:00,  2.41it/s]
Epoch 0: |          | 12010/? [1:23:03<00:00,  2.41it/s]
Epoch 0: |          | 12010/? [1:23:03<00:00,  2.41it/s]
Epoch 0: |          | 12011/? [1:23:04<00:00,  2.41it/s]
Epoch 0: |          | 12011/? [1:23:04<00:00,  2.41it/s]
Epoch 0: |          | 12012/? [1:23:04<00:00,  2.41it/s]
Epoch 0: |          | 12012/? [1:23:04<00:00,  2.41it/s]
Epoch 0: |          | 12013/? [1:23:04<00:00,  2.41it/s]
Epoch 0: |          | 12013/? [1:23:04<00:00,  2.41it/s]
Epoch 0: |          | 12014/? [1:23:05<00:00,  2.41it/s]
Epoch 0: |          | 12014/? [1:23:05<00:00,  2.41it/s]
Epoch 0: |          | 12015/? [1:23:05<00:00,  2.41it/s]
Epoch 0: |          | 12015/? [1:23:05<00:00,  2.41it/s]
Epoch 0: |          | 12016/? [1:23:05<00:00,  2.41it/s]
Epoch 0: |          | 12016/? [1:23:05<00:00,  2.41it/s]
Epoch 0: |          | 12017/? [1:23:06<00:00,  2.41it/s]
Epoch 0: |          | 12017/? [1:23:06<00:00,  2.41it/s]
Epoch 0: |          | 12018/? [1:23:06<00:00,  2.41it/s]
Epoch 0: |          | 12018/? [1:23:06<00:00,  2.41it/s]
Epoch 0: |          | 12019/? [1:23:07<00:00,  2.41it/s]
Epoch 0: |          | 12019/? [1:23:07<00:00,  2.41it/s]
Epoch 0: |          | 12020/? [1:23:07<00:00,  2.41it/s]
Epoch 0: |          | 12020/? [1:23:07<00:00,  2.41it/s]
Epoch 0: |          | 12021/? [1:23:07<00:00,  2.41it/s]
Epoch 0: |          | 12021/? [1:23:07<00:00,  2.41it/s]
Epoch 0: |          | 12022/? [1:23:08<00:00,  2.41it/s]
Epoch 0: |          | 12022/? [1:23:08<00:00,  2.41it/s]
Epoch 0: |          | 12023/? [1:23:08<00:00,  2.41it/s]
Epoch 0: |          | 12023/? [1:23:08<00:00,  2.41it/s]
Epoch 0: |          | 12024/? [1:23:09<00:00,  2.41it/s]
Epoch 0: |          | 12024/? [1:23:09<00:00,  2.41it/s]
Epoch 0: |          | 12025/? [1:23:09<00:00,  2.41it/s]
Epoch 0: |          | 12025/? [1:23:09<00:00,  2.41it/s]
Epoch 0: |          | 12026/? [1:23:10<00:00,  2.41it/s]
Epoch 0: |          | 12026/? [1:23:10<00:00,  2.41it/s]
Epoch 0: |          | 12027/? [1:23:10<00:00,  2.41it/s]
Epoch 0: |          | 12027/? [1:23:10<00:00,  2.41it/s]
Epoch 0: |          | 12028/? [1:23:10<00:00,  2.41it/s]
Epoch 0: |          | 12028/? [1:23:10<00:00,  2.41it/s]
Epoch 0: |          | 12029/? [1:23:11<00:00,  2.41it/s]
Epoch 0: |          | 12029/? [1:23:11<00:00,  2.41it/s]
Epoch 0: |          | 12030/? [1:23:11<00:00,  2.41it/s]
Epoch 0: |          | 12030/? [1:23:11<00:00,  2.41it/s]
Epoch 0: |          | 12031/? [1:23:12<00:00,  2.41it/s]
Epoch 0: |          | 12031/? [1:23:12<00:00,  2.41it/s]
Epoch 0: |          | 12032/? [1:23:12<00:00,  2.41it/s]
Epoch 0: |          | 12032/? [1:23:12<00:00,  2.41it/s]
Epoch 0: |          | 12033/? [1:23:12<00:00,  2.41it/s]
Epoch 0: |          | 12033/? [1:23:12<00:00,  2.41it/s]
Epoch 0: |          | 12034/? [1:23:13<00:00,  2.41it/s]
Epoch 0: |          | 12034/? [1:23:13<00:00,  2.41it/s]
Epoch 0: |          | 12035/? [1:23:13<00:00,  2.41it/s]
Epoch 0: |          | 12035/? [1:23:13<00:00,  2.41it/s]
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Epoch 0: |          | 12057/? [1:23:22<00:00,  2.41it/s]
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Epoch 0: |          | 12065/? [1:23:25<00:00,  2.41it/s]
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Epoch 0: |          | 12067/? [1:23:26<00:00,  2.41it/s]
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Epoch 0: |          | 12068/? [1:23:26<00:00,  2.41it/s]
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Epoch 0: |          | 12069/? [1:23:27<00:00,  2.41it/s]
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Epoch 0: |          | 12070/? [1:23:27<00:00,  2.41it/s]
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Epoch 0: |          | 12071/? [1:23:27<00:00,  2.41it/s]
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Epoch 0: |          | 12072/? [1:23:28<00:00,  2.41it/s]
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Epoch 0: |          | 12074/? [1:23:29<00:00,  2.41it/s]
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Epoch 0: |          | 12075/? [1:23:29<00:00,  2.41it/s]
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Epoch 0: |          | 12079/? [1:23:30<00:00,  2.41it/s]
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Epoch 0: |          | 12080/? [1:23:31<00:00,  2.41it/s]
Epoch 0: |          | 12080/? [1:23:31<00:00,  2.41it/s]
Epoch 0: |          | 12081/? [1:23:31<00:00,  2.41it/s]
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Epoch 0: |          | 12082/? [1:23:32<00:00,  2.41it/s]
Epoch 0: |          | 12082/? [1:23:32<00:00,  2.41it/s]
Epoch 0: |          | 12083/? [1:23:32<00:00,  2.41it/s]
Epoch 0: |          | 12083/? [1:23:32<00:00,  2.41it/s]
Epoch 0: |          | 12084/? [1:23:32<00:00,  2.41it/s]
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Epoch 0: |          | 12085/? [1:23:33<00:00,  2.41it/s]
Epoch 0: |          | 12085/? [1:23:33<00:00,  2.41it/s]
Epoch 0: |          | 12086/? [1:23:33<00:00,  2.41it/s]
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Epoch 0: |          | 12087/? [1:23:34<00:00,  2.41it/s]
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Epoch 0: |          | 12088/? [1:23:34<00:00,  2.41it/s]
Epoch 0: |          | 12088/? [1:23:34<00:00,  2.41it/s]
Epoch 0: |          | 12089/? [1:23:34<00:00,  2.41it/s]
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Epoch 0: |          | 12090/? [1:23:35<00:00,  2.41it/s]
Epoch 0: |          | 12090/? [1:23:35<00:00,  2.41it/s]
Epoch 0: |          | 12091/? [1:23:35<00:00,  2.41it/s]
Epoch 0: |          | 12091/? [1:23:35<00:00,  2.41it/s]
Epoch 0: |          | 12092/? [1:23:36<00:00,  2.41it/s]
Epoch 0: |          | 12092/? [1:23:36<00:00,  2.41it/s]
Epoch 0: |          | 12093/? [1:23:36<00:00,  2.41it/s]
Epoch 0: |          | 12093/? [1:23:36<00:00,  2.41it/s]
Epoch 0: |          | 12094/? [1:23:36<00:00,  2.41it/s]
Epoch 0: |          | 12094/? [1:23:36<00:00,  2.41it/s]
Epoch 0: |          | 12095/? [1:23:37<00:00,  2.41it/s]
Epoch 0: |          | 12095/? [1:23:37<00:00,  2.41it/s]
Epoch 0: |          | 12096/? [1:23:37<00:00,  2.41it/s]
Epoch 0: |          | 12096/? [1:23:37<00:00,  2.41it/s]
Epoch 0: |          | 12097/? [1:23:37<00:00,  2.41it/s]
Epoch 0: |          | 12097/? [1:23:37<00:00,  2.41it/s]
Epoch 0: |          | 12098/? [1:23:38<00:00,  2.41it/s]
Epoch 0: |          | 12098/? [1:23:38<00:00,  2.41it/s]
Epoch 0: |          | 12099/? [1:23:38<00:00,  2.41it/s]
Epoch 0: |          | 12099/? [1:23:38<00:00,  2.41it/s]
Epoch 0: |          | 12100/? [1:23:39<00:00,  2.41it/s]
Epoch 0: |          | 12100/? [1:23:39<00:00,  2.41it/s]
Epoch 0: |          | 12101/? [1:23:39<00:00,  2.41it/s]
Epoch 0: |          | 12101/? [1:23:39<00:00,  2.41it/s]
Epoch 0: |          | 12102/? [1:23:39<00:00,  2.41it/s]
Epoch 0: |          | 12102/? [1:23:39<00:00,  2.41it/s]
Epoch 0: |          | 12103/? [1:23:40<00:00,  2.41it/s]
Epoch 0: |          | 12103/? [1:23:40<00:00,  2.41it/s]
Epoch 0: |          | 12104/? [1:23:40<00:00,  2.41it/s]
Epoch 0: |          | 12104/? [1:23:40<00:00,  2.41it/s]
Epoch 0: |          | 12105/? [1:23:41<00:00,  2.41it/s]
Epoch 0: |          | 12105/? [1:23:41<00:00,  2.41it/s]
Epoch 0: |          | 12106/? [1:23:41<00:00,  2.41it/s]
Epoch 0: |          | 12106/? [1:23:41<00:00,  2.41it/s]
Epoch 0: |          | 12107/? [1:23:41<00:00,  2.41it/s]
Epoch 0: |          | 12107/? [1:23:41<00:00,  2.41it/s]
Epoch 0: |          | 12108/? [1:23:42<00:00,  2.41it/s]
Epoch 0: |          | 12108/? [1:23:42<00:00,  2.41it/s]
Epoch 0: |          | 12109/? [1:23:42<00:00,  2.41it/s]
Epoch 0: |          | 12109/? [1:23:42<00:00,  2.41it/s]
Epoch 0: |          | 12110/? [1:23:43<00:00,  2.41it/s]
Epoch 0: |          | 12110/? [1:23:43<00:00,  2.41it/s]
Epoch 0: |          | 12111/? [1:23:43<00:00,  2.41it/s]
Epoch 0: |          | 12111/? [1:23:43<00:00,  2.41it/s]
Epoch 0: |          | 12112/? [1:23:43<00:00,  2.41it/s]
Epoch 0: |          | 12112/? [1:23:43<00:00,  2.41it/s]
Epoch 0: |          | 12113/? [1:23:44<00:00,  2.41it/s]
Epoch 0: |          | 12113/? [1:23:44<00:00,  2.41it/s]
Epoch 0: |          | 12114/? [1:23:44<00:00,  2.41it/s]
Epoch 0: |          | 12114/? [1:23:44<00:00,  2.41it/s]
Epoch 0: |          | 12115/? [1:23:45<00:00,  2.41it/s]
Epoch 0: |          | 12115/? [1:23:45<00:00,  2.41it/s]
Epoch 0: |          | 12116/? [1:23:45<00:00,  2.41it/s]
Epoch 0: |          | 12116/? [1:23:45<00:00,  2.41it/s]
Epoch 0: |          | 12117/? [1:23:45<00:00,  2.41it/s]
Epoch 0: |          | 12117/? [1:23:45<00:00,  2.41it/s]
Epoch 0: |          | 12118/? [1:23:46<00:00,  2.41it/s]
Epoch 0: |          | 12118/? [1:23:46<00:00,  2.41it/s]
Epoch 0: |          | 12119/? [1:23:46<00:00,  2.41it/s]
Epoch 0: |          | 12119/? [1:23:46<00:00,  2.41it/s]
Epoch 0: |          | 12120/? [1:23:47<00:00,  2.41it/s]
Epoch 0: |          | 12120/? [1:23:47<00:00,  2.41it/s]
Epoch 0: |          | 12121/? [1:23:47<00:00,  2.41it/s]
Epoch 0: |          | 12121/? [1:23:47<00:00,  2.41it/s]
Epoch 0: |          | 12122/? [1:23:47<00:00,  2.41it/s]
Epoch 0: |          | 12122/? [1:23:47<00:00,  2.41it/s]
Epoch 0: |          | 12123/? [1:23:48<00:00,  2.41it/s]
Epoch 0: |          | 12123/? [1:23:48<00:00,  2.41it/s]
Epoch 0: |          | 12124/? [1:23:48<00:00,  2.41it/s]
Epoch 0: |          | 12124/? [1:23:48<00:00,  2.41it/s]
Epoch 0: |          | 12125/? [1:23:49<00:00,  2.41it/s]
Epoch 0: |          | 12125/? [1:23:49<00:00,  2.41it/s]
Epoch 0: |          | 12126/? [1:23:49<00:00,  2.41it/s]
Epoch 0: |          | 12126/? [1:23:49<00:00,  2.41it/s]
Epoch 0: |          | 12127/? [1:23:49<00:00,  2.41it/s]
Epoch 0: |          | 12127/? [1:23:49<00:00,  2.41it/s]
Epoch 0: |          | 12128/? [1:23:50<00:00,  2.41it/s]
Epoch 0: |          | 12128/? [1:23:50<00:00,  2.41it/s]
Epoch 0: |          | 12129/? [1:23:50<00:00,  2.41it/s]
Epoch 0: |          | 12129/? [1:23:50<00:00,  2.41it/s]
Epoch 0: |          | 12130/? [1:23:51<00:00,  2.41it/s]
Epoch 0: |          | 12130/? [1:23:51<00:00,  2.41it/s]
Epoch 0: |          | 12131/? [1:23:51<00:00,  2.41it/s]
Epoch 0: |          | 12131/? [1:23:51<00:00,  2.41it/s]
Epoch 0: |          | 12132/? [1:23:51<00:00,  2.41it/s]
Epoch 0: |          | 12132/? [1:23:51<00:00,  2.41it/s]
Epoch 0: |          | 12133/? [1:23:52<00:00,  2.41it/s]
Epoch 0: |          | 12133/? [1:23:52<00:00,  2.41it/s]
Epoch 0: |          | 12134/? [1:23:52<00:00,  2.41it/s]
Epoch 0: |          | 12134/? [1:23:52<00:00,  2.41it/s]
Epoch 0: |          | 12135/? [1:23:53<00:00,  2.41it/s]
Epoch 0: |          | 12135/? [1:23:53<00:00,  2.41it/s]
Epoch 0: |          | 12136/? [1:23:53<00:00,  2.41it/s]
Epoch 0: |          | 12136/? [1:23:53<00:00,  2.41it/s]
Epoch 0: |          | 12137/? [1:23:53<00:00,  2.41it/s]
Epoch 0: |          | 12137/? [1:23:53<00:00,  2.41it/s]
Epoch 0: |          | 12138/? [1:23:54<00:00,  2.41it/s]
Epoch 0: |          | 12138/? [1:23:54<00:00,  2.41it/s]
Epoch 0: |          | 12139/? [1:23:54<00:00,  2.41it/s]
Epoch 0: |          | 12139/? [1:23:54<00:00,  2.41it/s]
Epoch 0: |          | 12140/? [1:23:55<00:00,  2.41it/s]
Epoch 0: |          | 12140/? [1:23:55<00:00,  2.41it/s]
Epoch 0: |          | 12141/? [1:23:55<00:00,  2.41it/s]
Epoch 0: |          | 12141/? [1:23:55<00:00,  2.41it/s]
Epoch 0: |          | 12142/? [1:23:55<00:00,  2.41it/s]
Epoch 0: |          | 12142/? [1:23:55<00:00,  2.41it/s]
Epoch 0: |          | 12143/? [1:23:56<00:00,  2.41it/s]
Epoch 0: |          | 12143/? [1:23:56<00:00,  2.41it/s]
Epoch 0: |          | 12144/? [1:23:56<00:00,  2.41it/s]
Epoch 0: |          | 12144/? [1:23:56<00:00,  2.41it/s]
Epoch 0: |          | 12145/? [1:23:57<00:00,  2.41it/s]
Epoch 0: |          | 12145/? [1:23:57<00:00,  2.41it/s]
Epoch 0: |          | 12146/? [1:23:57<00:00,  2.41it/s]
Epoch 0: |          | 12146/? [1:23:57<00:00,  2.41it/s]
Epoch 0: |          | 12147/? [1:23:57<00:00,  2.41it/s]
Epoch 0: |          | 12147/? [1:23:57<00:00,  2.41it/s]
Epoch 0: |          | 12148/? [1:23:58<00:00,  2.41it/s]
Epoch 0: |          | 12148/? [1:23:58<00:00,  2.41it/s]
Epoch 0: |          | 12149/? [1:23:58<00:00,  2.41it/s]
Epoch 0: |          | 12149/? [1:23:58<00:00,  2.41it/s]
Epoch 0: |          | 12150/? [1:23:59<00:00,  2.41it/s]
Epoch 0: |          | 12150/? [1:23:59<00:00,  2.41it/s]
Epoch 0: |          | 12151/? [1:23:59<00:00,  2.41it/s]
Epoch 0: |          | 12151/? [1:23:59<00:00,  2.41it/s]
Epoch 0: |          | 12152/? [1:23:59<00:00,  2.41it/s]
Epoch 0: |          | 12152/? [1:23:59<00:00,  2.41it/s]
Epoch 0: |          | 12153/? [1:24:00<00:00,  2.41it/s]
Epoch 0: |          | 12153/? [1:24:00<00:00,  2.41it/s]
Epoch 0: |          | 12154/? [1:24:00<00:00,  2.41it/s]
Epoch 0: |          | 12154/? [1:24:00<00:00,  2.41it/s]
Epoch 0: |          | 12155/? [1:24:00<00:00,  2.41it/s]
Epoch 0: |          | 12155/? [1:24:00<00:00,  2.41it/s]
Epoch 0: |          | 12156/? [1:24:01<00:00,  2.41it/s]
Epoch 0: |          | 12156/? [1:24:01<00:00,  2.41it/s]
Epoch 0: |          | 12157/? [1:24:01<00:00,  2.41it/s]
Epoch 0: |          | 12157/? [1:24:01<00:00,  2.41it/s]
Epoch 0: |          | 12158/? [1:24:02<00:00,  2.41it/s]
Epoch 0: |          | 12158/? [1:24:02<00:00,  2.41it/s]
Epoch 0: |          | 12159/? [1:24:02<00:00,  2.41it/s]
Epoch 0: |          | 12159/? [1:24:02<00:00,  2.41it/s]
Epoch 0: |          | 12160/? [1:24:03<00:00,  2.41it/s]
Epoch 0: |          | 12160/? [1:24:03<00:00,  2.41it/s]
Epoch 0: |          | 12161/? [1:24:03<00:00,  2.41it/s]
Epoch 0: |          | 12161/? [1:24:03<00:00,  2.41it/s]
Epoch 0: |          | 12162/? [1:24:03<00:00,  2.41it/s]
Epoch 0: |          | 12162/? [1:24:03<00:00,  2.41it/s]
Epoch 0: |          | 12163/? [1:24:04<00:00,  2.41it/s]
Epoch 0: |          | 12163/? [1:24:04<00:00,  2.41it/s]
Epoch 0: |          | 12164/? [1:24:04<00:00,  2.41it/s]
Epoch 0: |          | 12164/? [1:24:04<00:00,  2.41it/s]
Epoch 0: |          | 12165/? [1:24:04<00:00,  2.41it/s]
Epoch 0: |          | 12165/? [1:24:04<00:00,  2.41it/s]
Epoch 0: |          | 12166/? [1:24:05<00:00,  2.41it/s]
Epoch 0: |          | 12166/? [1:24:05<00:00,  2.41it/s]
Epoch 0: |          | 12167/? [1:24:05<00:00,  2.41it/s]
Epoch 0: |          | 12167/? [1:24:05<00:00,  2.41it/s]
Epoch 0: |          | 12168/? [1:24:06<00:00,  2.41it/s]
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Epoch 0: |          | 12169/? [1:24:06<00:00,  2.41it/s]
Epoch 0: |          | 12169/? [1:24:06<00:00,  2.41it/s]
Epoch 0: |          | 12170/? [1:24:06<00:00,  2.41it/s]
Epoch 0: |          | 12170/? [1:24:06<00:00,  2.41it/s]
Epoch 0: |          | 12171/? [1:24:07<00:00,  2.41it/s]
Epoch 0: |          | 12171/? [1:24:07<00:00,  2.41it/s]
Epoch 0: |          | 12172/? [1:24:07<00:00,  2.41it/s]
Epoch 0: |          | 12172/? [1:24:07<00:00,  2.41it/s]
Epoch 0: |          | 12173/? [1:24:08<00:00,  2.41it/s]
Epoch 0: |          | 12173/? [1:24:08<00:00,  2.41it/s]
Epoch 0: |          | 12174/? [1:24:08<00:00,  2.41it/s]
Epoch 0: |          | 12174/? [1:24:08<00:00,  2.41it/s]
Epoch 0: |          | 12175/? [1:24:09<00:00,  2.41it/s]
Epoch 0: |          | 12175/? [1:24:09<00:00,  2.41it/s]
Epoch 0: |          | 12176/? [1:24:09<00:00,  2.41it/s]
Epoch 0: |          | 12176/? [1:24:09<00:00,  2.41it/s]
Epoch 0: |          | 12177/? [1:24:09<00:00,  2.41it/s]
Epoch 0: |          | 12177/? [1:24:09<00:00,  2.41it/s]
Epoch 0: |          | 12178/? [1:24:10<00:00,  2.41it/s]
Epoch 0: |          | 12178/? [1:24:10<00:00,  2.41it/s]
Epoch 0: |          | 12179/? [1:24:10<00:00,  2.41it/s]
Epoch 0: |          | 12179/? [1:24:10<00:00,  2.41it/s]
Epoch 0: |          | 12180/? [1:24:11<00:00,  2.41it/s]
Epoch 0: |          | 12180/? [1:24:11<00:00,  2.41it/s]
Epoch 0: |          | 12181/? [1:24:11<00:00,  2.41it/s]
Epoch 0: |          | 12181/? [1:24:11<00:00,  2.41it/s]
Epoch 0: |          | 12182/? [1:24:11<00:00,  2.41it/s]
Epoch 0: |          | 12182/? [1:24:11<00:00,  2.41it/s]
Epoch 0: |          | 12183/? [1:24:12<00:00,  2.41it/s]
Epoch 0: |          | 12183/? [1:24:12<00:00,  2.41it/s]
Epoch 0: |          | 12184/? [1:24:12<00:00,  2.41it/s]
Epoch 0: |          | 12184/? [1:24:12<00:00,  2.41it/s]
Epoch 0: |          | 12185/? [1:24:13<00:00,  2.41it/s]
Epoch 0: |          | 12185/? [1:24:13<00:00,  2.41it/s]
Epoch 0: |          | 12186/? [1:24:13<00:00,  2.41it/s]
Epoch 0: |          | 12186/? [1:24:13<00:00,  2.41it/s]
Epoch 0: |          | 12187/? [1:24:13<00:00,  2.41it/s]
Epoch 0: |          | 12187/? [1:24:13<00:00,  2.41it/s]
Epoch 0: |          | 12188/? [1:24:14<00:00,  2.41it/s]
Epoch 0: |          | 12188/? [1:24:14<00:00,  2.41it/s]
Epoch 0: |          | 12189/? [1:24:14<00:00,  2.41it/s]
Epoch 0: |          | 12189/? [1:24:14<00:00,  2.41it/s]
Epoch 0: |          | 12190/? [1:24:15<00:00,  2.41it/s]
Epoch 0: |          | 12190/? [1:24:15<00:00,  2.41it/s]
Epoch 0: |          | 12191/? [1:24:15<00:00,  2.41it/s]
Epoch 0: |          | 12191/? [1:24:15<00:00,  2.41it/s]
Epoch 0: |          | 12192/? [1:24:15<00:00,  2.41it/s]
Epoch 0: |          | 12192/? [1:24:15<00:00,  2.41it/s]
Epoch 0: |          | 12193/? [1:24:16<00:00,  2.41it/s]
Epoch 0: |          | 12193/? [1:24:16<00:00,  2.41it/s]
Epoch 0: |          | 12194/? [1:24:16<00:00,  2.41it/s]
Epoch 0: |          | 12194/? [1:24:16<00:00,  2.41it/s]
Epoch 0: |          | 12195/? [1:24:17<00:00,  2.41it/s]
Epoch 0: |          | 12195/? [1:24:17<00:00,  2.41it/s]
Epoch 0: |          | 12196/? [1:24:17<00:00,  2.41it/s]
Epoch 0: |          | 12196/? [1:24:17<00:00,  2.41it/s]
Epoch 0: |          | 12197/? [1:24:17<00:00,  2.41it/s]
Epoch 0: |          | 12197/? [1:24:17<00:00,  2.41it/s]
Epoch 0: |          | 12198/? [1:24:18<00:00,  2.41it/s]
Epoch 0: |          | 12198/? [1:24:18<00:00,  2.41it/s]
Epoch 0: |          | 12199/? [1:24:18<00:00,  2.41it/s]
Epoch 0: |          | 12199/? [1:24:18<00:00,  2.41it/s]
Epoch 0: |          | 12200/? [1:24:19<00:00,  2.41it/s]
Epoch 0: |          | 12200/? [1:24:19<00:00,  2.41it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.62it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.72it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.80it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.70it/s]

Epoch 0: |          | 12200/? [1:24:19<00:00,  2.41it/s]
Epoch 0: |          | 12201/? [1:24:19<00:00,  2.41it/s]
Epoch 0: |          | 12201/? [1:24:19<00:00,  2.41it/s]
Epoch 0: |          | 12202/? [1:24:20<00:00,  2.41it/s]
Epoch 0: |          | 12202/? [1:24:20<00:00,  2.41it/s]
Epoch 0: |          | 12203/? [1:24:20<00:00,  2.41it/s]
Epoch 0: |          | 12203/? [1:24:20<00:00,  2.41it/s]
Epoch 0: |          | 12204/? [1:24:21<00:00,  2.41it/s]
Epoch 0: |          | 12204/? [1:24:21<00:00,  2.41it/s]
Epoch 0: |          | 12205/? [1:24:21<00:00,  2.41it/s]
Epoch 0: |          | 12205/? [1:24:21<00:00,  2.41it/s]
Epoch 0: |          | 12206/? [1:24:21<00:00,  2.41it/s]
Epoch 0: |          | 12206/? [1:24:21<00:00,  2.41it/s]
Epoch 0: |          | 12207/? [1:24:22<00:00,  2.41it/s]
Epoch 0: |          | 12207/? [1:24:22<00:00,  2.41it/s]
Epoch 0: |          | 12208/? [1:24:22<00:00,  2.41it/s]
Epoch 0: |          | 12208/? [1:24:22<00:00,  2.41it/s]
Epoch 0: |          | 12209/? [1:24:23<00:00,  2.41it/s]
Epoch 0: |          | 12209/? [1:24:23<00:00,  2.41it/s]
Epoch 0: |          | 12210/? [1:24:23<00:00,  2.41it/s]
Epoch 0: |          | 12210/? [1:24:23<00:00,  2.41it/s]
Epoch 0: |          | 12211/? [1:24:23<00:00,  2.41it/s]
Epoch 0: |          | 12211/? [1:24:23<00:00,  2.41it/s]
Epoch 0: |          | 12212/? [1:24:24<00:00,  2.41it/s]
Epoch 0: |          | 12212/? [1:24:24<00:00,  2.41it/s]
Epoch 0: |          | 12213/? [1:24:24<00:00,  2.41it/s]
Epoch 0: |          | 12213/? [1:24:24<00:00,  2.41it/s]
Epoch 0: |          | 12214/? [1:24:25<00:00,  2.41it/s]
Epoch 0: |          | 12214/? [1:24:25<00:00,  2.41it/s]
Epoch 0: |          | 12215/? [1:24:25<00:00,  2.41it/s]
Epoch 0: |          | 12215/? [1:24:25<00:00,  2.41it/s]
Epoch 0: |          | 12216/? [1:24:25<00:00,  2.41it/s]
Epoch 0: |          | 12216/? [1:24:25<00:00,  2.41it/s]
Epoch 0: |          | 12217/? [1:24:26<00:00,  2.41it/s]
Epoch 0: |          | 12217/? [1:24:26<00:00,  2.41it/s]
Epoch 0: |          | 12218/? [1:24:26<00:00,  2.41it/s]
Epoch 0: |          | 12218/? [1:24:26<00:00,  2.41it/s]
Epoch 0: |          | 12219/? [1:24:26<00:00,  2.41it/s]
Epoch 0: |          | 12219/? [1:24:26<00:00,  2.41it/s]
Epoch 0: |          | 12220/? [1:24:27<00:00,  2.41it/s]
Epoch 0: |          | 12220/? [1:24:27<00:00,  2.41it/s]
Epoch 0: |          | 12221/? [1:24:27<00:00,  2.41it/s]
Epoch 0: |          | 12221/? [1:24:27<00:00,  2.41it/s]
Epoch 0: |          | 12222/? [1:24:28<00:00,  2.41it/s]
Epoch 0: |          | 12222/? [1:24:28<00:00,  2.41it/s]
Epoch 0: |          | 12223/? [1:24:28<00:00,  2.41it/s]
Epoch 0: |          | 12223/? [1:24:28<00:00,  2.41it/s]
Epoch 0: |          | 12224/? [1:24:29<00:00,  2.41it/s]
Epoch 0: |          | 12224/? [1:24:29<00:00,  2.41it/s]
Epoch 0: |          | 12225/? [1:24:29<00:00,  2.41it/s]
Epoch 0: |          | 12225/? [1:24:29<00:00,  2.41it/s]
Epoch 0: |          | 12226/? [1:24:29<00:00,  2.41it/s]
Epoch 0: |          | 12226/? [1:24:29<00:00,  2.41it/s]
Epoch 0: |          | 12227/? [1:24:30<00:00,  2.41it/s]
Epoch 0: |          | 12227/? [1:24:30<00:00,  2.41it/s]
Epoch 0: |          | 12228/? [1:24:30<00:00,  2.41it/s]
Epoch 0: |          | 12228/? [1:24:30<00:00,  2.41it/s]
Epoch 0: |          | 12229/? [1:24:31<00:00,  2.41it/s]
Epoch 0: |          | 12229/? [1:24:31<00:00,  2.41it/s]
Epoch 0: |          | 12230/? [1:24:31<00:00,  2.41it/s]
Epoch 0: |          | 12230/? [1:24:31<00:00,  2.41it/s]
Epoch 0: |          | 12231/? [1:24:31<00:00,  2.41it/s]
Epoch 0: |          | 12231/? [1:24:31<00:00,  2.41it/s]
Epoch 0: |          | 12232/? [1:24:32<00:00,  2.41it/s]
Epoch 0: |          | 12232/? [1:24:32<00:00,  2.41it/s]
Epoch 0: |          | 12233/? [1:24:32<00:00,  2.41it/s]
Epoch 0: |          | 12233/? [1:24:32<00:00,  2.41it/s]
Epoch 0: |          | 12234/? [1:24:32<00:00,  2.41it/s]
Epoch 0: |          | 12234/? [1:24:32<00:00,  2.41it/s]
Epoch 0: |          | 12235/? [1:24:33<00:00,  2.41it/s]
Epoch 0: |          | 12235/? [1:24:33<00:00,  2.41it/s]
Epoch 0: |          | 12236/? [1:24:33<00:00,  2.41it/s]
Epoch 0: |          | 12236/? [1:24:33<00:00,  2.41it/s]
Epoch 0: |          | 12237/? [1:24:34<00:00,  2.41it/s]
Epoch 0: |          | 12237/? [1:24:34<00:00,  2.41it/s]
Epoch 0: |          | 12238/? [1:24:34<00:00,  2.41it/s]
Epoch 0: |          | 12238/? [1:24:34<00:00,  2.41it/s]
Epoch 0: |          | 12239/? [1:24:34<00:00,  2.41it/s]
Epoch 0: |          | 12239/? [1:24:34<00:00,  2.41it/s]
Epoch 0: |          | 12240/? [1:24:35<00:00,  2.41it/s]
Epoch 0: |          | 12240/? [1:24:35<00:00,  2.41it/s]
Epoch 0: |          | 12241/? [1:24:35<00:00,  2.41it/s]
Epoch 0: |          | 12241/? [1:24:35<00:00,  2.41it/s]
Epoch 0: |          | 12242/? [1:24:36<00:00,  2.41it/s]
Epoch 0: |          | 12242/? [1:24:36<00:00,  2.41it/s]
Epoch 0: |          | 12243/? [1:24:36<00:00,  2.41it/s]
Epoch 0: |          | 12243/? [1:24:36<00:00,  2.41it/s]
Epoch 0: |          | 12244/? [1:24:36<00:00,  2.41it/s]
Epoch 0: |          | 12244/? [1:24:36<00:00,  2.41it/s]
Epoch 0: |          | 12245/? [1:24:37<00:00,  2.41it/s]
Epoch 0: |          | 12245/? [1:24:37<00:00,  2.41it/s]
Epoch 0: |          | 12246/? [1:24:37<00:00,  2.41it/s]
Epoch 0: |          | 12246/? [1:24:37<00:00,  2.41it/s]
Epoch 0: |          | 12247/? [1:24:38<00:00,  2.41it/s]
Epoch 0: |          | 12247/? [1:24:38<00:00,  2.41it/s]
Epoch 0: |          | 12248/? [1:24:38<00:00,  2.41it/s]
Epoch 0: |          | 12248/? [1:24:38<00:00,  2.41it/s]
Epoch 0: |          | 12249/? [1:24:39<00:00,  2.41it/s]
Epoch 0: |          | 12249/? [1:24:39<00:00,  2.41it/s]
Epoch 0: |          | 12250/? [1:24:39<00:00,  2.41it/s]
Epoch 0: |          | 12250/? [1:24:39<00:00,  2.41it/s]
Epoch 0: |          | 12251/? [1:24:39<00:00,  2.41it/s]
Epoch 0: |          | 12251/? [1:24:39<00:00,  2.41it/s]
Epoch 0: |          | 12252/? [1:24:40<00:00,  2.41it/s]
Epoch 0: |          | 12252/? [1:24:40<00:00,  2.41it/s]
Epoch 0: |          | 12253/? [1:24:40<00:00,  2.41it/s]
Epoch 0: |          | 12253/? [1:24:40<00:00,  2.41it/s]
Epoch 0: |          | 12254/? [1:24:41<00:00,  2.41it/s]
Epoch 0: |          | 12254/? [1:24:41<00:00,  2.41it/s]
Epoch 0: |          | 12255/? [1:24:41<00:00,  2.41it/s]
Epoch 0: |          | 12255/? [1:24:41<00:00,  2.41it/s]
Epoch 0: |          | 12256/? [1:24:41<00:00,  2.41it/s]
Epoch 0: |          | 12256/? [1:24:41<00:00,  2.41it/s]
Epoch 0: |          | 12257/? [1:24:42<00:00,  2.41it/s]
Epoch 0: |          | 12257/? [1:24:42<00:00,  2.41it/s]
Epoch 0: |          | 12258/? [1:24:42<00:00,  2.41it/s]
Epoch 0: |          | 12258/? [1:24:42<00:00,  2.41it/s]
Epoch 0: |          | 12259/? [1:24:43<00:00,  2.41it/s]
Epoch 0: |          | 12259/? [1:24:43<00:00,  2.41it/s]
Epoch 0: |          | 12260/? [1:24:43<00:00,  2.41it/s]
Epoch 0: |          | 12260/? [1:24:43<00:00,  2.41it/s]
Epoch 0: |          | 12261/? [1:24:43<00:00,  2.41it/s]
Epoch 0: |          | 12261/? [1:24:43<00:00,  2.41it/s]
Epoch 0: |          | 12262/? [1:24:44<00:00,  2.41it/s]
Epoch 0: |          | 12262/? [1:24:44<00:00,  2.41it/s]
Epoch 0: |          | 12263/? [1:24:44<00:00,  2.41it/s]
Epoch 0: |          | 12263/? [1:24:44<00:00,  2.41it/s]
Epoch 0: |          | 12264/? [1:24:45<00:00,  2.41it/s]
Epoch 0: |          | 12264/? [1:24:45<00:00,  2.41it/s]
Epoch 0: |          | 12265/? [1:24:45<00:00,  2.41it/s]
Epoch 0: |          | 12265/? [1:24:45<00:00,  2.41it/s]
Epoch 0: |          | 12266/? [1:24:45<00:00,  2.41it/s]
Epoch 0: |          | 12266/? [1:24:45<00:00,  2.41it/s]
Epoch 0: |          | 12267/? [1:24:46<00:00,  2.41it/s]
Epoch 0: |          | 12267/? [1:24:46<00:00,  2.41it/s]
Epoch 0: |          | 12268/? [1:24:46<00:00,  2.41it/s]
Epoch 0: |          | 12268/? [1:24:46<00:00,  2.41it/s]
Epoch 0: |          | 12269/? [1:24:46<00:00,  2.41it/s]
Epoch 0: |          | 12269/? [1:24:46<00:00,  2.41it/s]
Epoch 0: |          | 12270/? [1:24:47<00:00,  2.41it/s]
Epoch 0: |          | 12270/? [1:24:47<00:00,  2.41it/s]
Epoch 0: |          | 12271/? [1:24:47<00:00,  2.41it/s]
Epoch 0: |          | 12271/? [1:24:47<00:00,  2.41it/s]
Epoch 0: |          | 12272/? [1:24:48<00:00,  2.41it/s]
Epoch 0: |          | 12272/? [1:24:48<00:00,  2.41it/s]
Epoch 0: |          | 12273/? [1:24:48<00:00,  2.41it/s]
Epoch 0: |          | 12273/? [1:24:48<00:00,  2.41it/s]
Epoch 0: |          | 12274/? [1:24:49<00:00,  2.41it/s]
Epoch 0: |          | 12274/? [1:24:49<00:00,  2.41it/s]
Epoch 0: |          | 12275/? [1:24:49<00:00,  2.41it/s]
Epoch 0: |          | 12275/? [1:24:49<00:00,  2.41it/s]
Epoch 0: |          | 12276/? [1:24:49<00:00,  2.41it/s]
Epoch 0: |          | 12276/? [1:24:49<00:00,  2.41it/s]
Epoch 0: |          | 12277/? [1:24:50<00:00,  2.41it/s]
Epoch 0: |          | 12277/? [1:24:50<00:00,  2.41it/s]
Epoch 0: |          | 12278/? [1:24:50<00:00,  2.41it/s]
Epoch 0: |          | 12278/? [1:24:50<00:00,  2.41it/s]
Epoch 0: |          | 12279/? [1:24:50<00:00,  2.41it/s]
Epoch 0: |          | 12279/? [1:24:50<00:00,  2.41it/s]
Epoch 0: |          | 12280/? [1:24:51<00:00,  2.41it/s]
Epoch 0: |          | 12280/? [1:24:51<00:00,  2.41it/s]
Epoch 0: |          | 12281/? [1:24:51<00:00,  2.41it/s]
Epoch 0: |          | 12281/? [1:24:51<00:00,  2.41it/s]
Epoch 0: |          | 12282/? [1:24:52<00:00,  2.41it/s]
Epoch 0: |          | 12282/? [1:24:52<00:00,  2.41it/s]
Epoch 0: |          | 12283/? [1:24:52<00:00,  2.41it/s]
Epoch 0: |          | 12283/? [1:24:52<00:00,  2.41it/s]
Epoch 0: |          | 12284/? [1:24:52<00:00,  2.41it/s]
Epoch 0: |          | 12284/? [1:24:52<00:00,  2.41it/s]
Epoch 0: |          | 12285/? [1:24:53<00:00,  2.41it/s]
Epoch 0: |          | 12285/? [1:24:53<00:00,  2.41it/s]
Epoch 0: |          | 12286/? [1:24:53<00:00,  2.41it/s]
Epoch 0: |          | 12286/? [1:24:53<00:00,  2.41it/s]
Epoch 0: |          | 12287/? [1:24:54<00:00,  2.41it/s]
Epoch 0: |          | 12287/? [1:24:54<00:00,  2.41it/s]
Epoch 0: |          | 12288/? [1:24:54<00:00,  2.41it/s]
Epoch 0: |          | 12288/? [1:24:54<00:00,  2.41it/s]
Epoch 0: |          | 12289/? [1:24:54<00:00,  2.41it/s]
Epoch 0: |          | 12289/? [1:24:54<00:00,  2.41it/s]
Epoch 0: |          | 12290/? [1:24:55<00:00,  2.41it/s]
Epoch 0: |          | 12290/? [1:24:55<00:00,  2.41it/s]
Epoch 0: |          | 12291/? [1:24:55<00:00,  2.41it/s]
Epoch 0: |          | 12291/? [1:24:55<00:00,  2.41it/s]
Epoch 0: |          | 12292/? [1:24:56<00:00,  2.41it/s]
Epoch 0: |          | 12292/? [1:24:56<00:00,  2.41it/s]
Epoch 0: |          | 12293/? [1:24:56<00:00,  2.41it/s]
Epoch 0: |          | 12293/? [1:24:56<00:00,  2.41it/s]
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Epoch 0: |          | 12300/? [1:24:59<00:00,  2.41it/s]
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Epoch 0: |          | 12301/? [1:24:59<00:00,  2.41it/s]
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Epoch 0: |          | 12302/? [1:25:00<00:00,  2.41it/s]
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Epoch 0: |          | 12304/? [1:25:00<00:00,  2.41it/s]
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Epoch 0: |          | 12306/? [1:25:01<00:00,  2.41it/s]
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Epoch 0: |          | 12307/? [1:25:02<00:00,  2.41it/s]
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Epoch 0: |          | 12308/? [1:25:02<00:00,  2.41it/s]
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Epoch 0: |          | 12309/? [1:25:02<00:00,  2.41it/s]
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Epoch 0: |          | 12310/? [1:25:03<00:00,  2.41it/s]
Epoch 0: |          | 12310/? [1:25:03<00:00,  2.41it/s]
Epoch 0: |          | 12311/? [1:25:03<00:00,  2.41it/s]
Epoch 0: |          | 12311/? [1:25:03<00:00,  2.41it/s]
Epoch 0: |          | 12312/? [1:25:03<00:00,  2.41it/s]
Epoch 0: |          | 12312/? [1:25:03<00:00,  2.41it/s]
Epoch 0: |          | 12313/? [1:25:04<00:00,  2.41it/s]
Epoch 0: |          | 12313/? [1:25:04<00:00,  2.41it/s]
Epoch 0: |          | 12314/? [1:25:04<00:00,  2.41it/s]
Epoch 0: |          | 12314/? [1:25:04<00:00,  2.41it/s]
Epoch 0: |          | 12315/? [1:25:05<00:00,  2.41it/s]
Epoch 0: |          | 12315/? [1:25:05<00:00,  2.41it/s]
Epoch 0: |          | 12316/? [1:25:05<00:00,  2.41it/s]
Epoch 0: |          | 12316/? [1:25:05<00:00,  2.41it/s]
Epoch 0: |          | 12317/? [1:25:06<00:00,  2.41it/s]
Epoch 0: |          | 12317/? [1:25:06<00:00,  2.41it/s]
Epoch 0: |          | 12318/? [1:25:06<00:00,  2.41it/s]
Epoch 0: |          | 12318/? [1:25:06<00:00,  2.41it/s]
Epoch 0: |          | 12319/? [1:25:06<00:00,  2.41it/s]
Epoch 0: |          | 12319/? [1:25:06<00:00,  2.41it/s]
Epoch 0: |          | 12320/? [1:25:07<00:00,  2.41it/s]
Epoch 0: |          | 12320/? [1:25:07<00:00,  2.41it/s]
Epoch 0: |          | 12321/? [1:25:07<00:00,  2.41it/s]
Epoch 0: |          | 12321/? [1:25:07<00:00,  2.41it/s]
Epoch 0: |          | 12322/? [1:25:08<00:00,  2.41it/s]
Epoch 0: |          | 12322/? [1:25:08<00:00,  2.41it/s]
Epoch 0: |          | 12323/? [1:25:08<00:00,  2.41it/s]
Epoch 0: |          | 12323/? [1:25:08<00:00,  2.41it/s]
Epoch 0: |          | 12324/? [1:25:08<00:00,  2.41it/s]
Epoch 0: |          | 12324/? [1:25:08<00:00,  2.41it/s]
Epoch 0: |          | 12325/? [1:25:09<00:00,  2.41it/s]
Epoch 0: |          | 12325/? [1:25:09<00:00,  2.41it/s]
Epoch 0: |          | 12326/? [1:25:09<00:00,  2.41it/s]
Epoch 0: |          | 12326/? [1:25:09<00:00,  2.41it/s]
Epoch 0: |          | 12327/? [1:25:10<00:00,  2.41it/s]
Epoch 0: |          | 12327/? [1:25:10<00:00,  2.41it/s]
Epoch 0: |          | 12328/? [1:25:10<00:00,  2.41it/s]
Epoch 0: |          | 12328/? [1:25:10<00:00,  2.41it/s]
Epoch 0: |          | 12329/? [1:25:10<00:00,  2.41it/s]
Epoch 0: |          | 12329/? [1:25:10<00:00,  2.41it/s]
Epoch 0: |          | 12330/? [1:25:11<00:00,  2.41it/s]
Epoch 0: |          | 12330/? [1:25:11<00:00,  2.41it/s]
Epoch 0: |          | 12331/? [1:25:11<00:00,  2.41it/s]
Epoch 0: |          | 12331/? [1:25:11<00:00,  2.41it/s]
Epoch 0: |          | 12332/? [1:25:12<00:00,  2.41it/s]
Epoch 0: |          | 12332/? [1:25:12<00:00,  2.41it/s]
Epoch 0: |          | 12333/? [1:25:12<00:00,  2.41it/s]
Epoch 0: |          | 12333/? [1:25:12<00:00,  2.41it/s]
Epoch 0: |          | 12334/? [1:25:12<00:00,  2.41it/s]
Epoch 0: |          | 12334/? [1:25:12<00:00,  2.41it/s]
Epoch 0: |          | 12335/? [1:25:13<00:00,  2.41it/s]
Epoch 0: |          | 12335/? [1:25:13<00:00,  2.41it/s]
Epoch 0: |          | 12336/? [1:25:13<00:00,  2.41it/s]
Epoch 0: |          | 12336/? [1:25:13<00:00,  2.41it/s]
Epoch 0: |          | 12337/? [1:25:14<00:00,  2.41it/s]
Epoch 0: |          | 12337/? [1:25:14<00:00,  2.41it/s]
Epoch 0: |          | 12338/? [1:25:14<00:00,  2.41it/s]
Epoch 0: |          | 12338/? [1:25:14<00:00,  2.41it/s]
Epoch 0: |          | 12339/? [1:25:14<00:00,  2.41it/s]
Epoch 0: |          | 12339/? [1:25:14<00:00,  2.41it/s]
Epoch 0: |          | 12340/? [1:25:15<00:00,  2.41it/s]
Epoch 0: |          | 12340/? [1:25:15<00:00,  2.41it/s]
Epoch 0: |          | 12341/? [1:25:15<00:00,  2.41it/s]
Epoch 0: |          | 12341/? [1:25:15<00:00,  2.41it/s]
Epoch 0: |          | 12342/? [1:25:15<00:00,  2.41it/s]
Epoch 0: |          | 12342/? [1:25:15<00:00,  2.41it/s]
Epoch 0: |          | 12343/? [1:25:16<00:00,  2.41it/s]
Epoch 0: |          | 12343/? [1:25:16<00:00,  2.41it/s]
Epoch 0: |          | 12344/? [1:25:16<00:00,  2.41it/s]
Epoch 0: |          | 12344/? [1:25:16<00:00,  2.41it/s]
Epoch 0: |          | 12345/? [1:25:17<00:00,  2.41it/s]
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Epoch 0: |          | 12346/? [1:25:17<00:00,  2.41it/s]
Epoch 0: |          | 12346/? [1:25:17<00:00,  2.41it/s]
Epoch 0: |          | 12347/? [1:25:17<00:00,  2.41it/s]
Epoch 0: |          | 12347/? [1:25:17<00:00,  2.41it/s]
Epoch 0: |          | 12348/? [1:25:18<00:00,  2.41it/s]
Epoch 0: |          | 12348/? [1:25:18<00:00,  2.41it/s]
Epoch 0: |          | 12349/? [1:25:18<00:00,  2.41it/s]
Epoch 0: |          | 12349/? [1:25:18<00:00,  2.41it/s]
Epoch 0: |          | 12350/? [1:25:19<00:00,  2.41it/s]
Epoch 0: |          | 12350/? [1:25:19<00:00,  2.41it/s]
Epoch 0: |          | 12351/? [1:25:19<00:00,  2.41it/s]
Epoch 0: |          | 12351/? [1:25:19<00:00,  2.41it/s]
Epoch 0: |          | 12352/? [1:25:19<00:00,  2.41it/s]
Epoch 0: |          | 12352/? [1:25:19<00:00,  2.41it/s]
Epoch 0: |          | 12353/? [1:25:20<00:00,  2.41it/s]
Epoch 0: |          | 12353/? [1:25:20<00:00,  2.41it/s]
Epoch 0: |          | 12354/? [1:25:20<00:00,  2.41it/s]
Epoch 0: |          | 12354/? [1:25:20<00:00,  2.41it/s]
Epoch 0: |          | 12355/? [1:25:21<00:00,  2.41it/s]
Epoch 0: |          | 12355/? [1:25:21<00:00,  2.41it/s]
Epoch 0: |          | 12356/? [1:25:21<00:00,  2.41it/s]
Epoch 0: |          | 12356/? [1:25:21<00:00,  2.41it/s]
Epoch 0: |          | 12357/? [1:25:21<00:00,  2.41it/s]
Epoch 0: |          | 12357/? [1:25:21<00:00,  2.41it/s]
Epoch 0: |          | 12358/? [1:25:22<00:00,  2.41it/s]
Epoch 0: |          | 12358/? [1:25:22<00:00,  2.41it/s]
Epoch 0: |          | 12359/? [1:25:22<00:00,  2.41it/s]
Epoch 0: |          | 12359/? [1:25:22<00:00,  2.41it/s]
Epoch 0: |          | 12360/? [1:25:23<00:00,  2.41it/s]
Epoch 0: |          | 12360/? [1:25:23<00:00,  2.41it/s]
Epoch 0: |          | 12361/? [1:25:23<00:00,  2.41it/s]
Epoch 0: |          | 12361/? [1:25:23<00:00,  2.41it/s]
Epoch 0: |          | 12362/? [1:25:23<00:00,  2.41it/s]
Epoch 0: |          | 12362/? [1:25:23<00:00,  2.41it/s]
Epoch 0: |          | 12363/? [1:25:24<00:00,  2.41it/s]
Epoch 0: |          | 12363/? [1:25:24<00:00,  2.41it/s]
Epoch 0: |          | 12364/? [1:25:24<00:00,  2.41it/s]
Epoch 0: |          | 12364/? [1:25:24<00:00,  2.41it/s]
Epoch 0: |          | 12365/? [1:25:24<00:00,  2.41it/s]
Epoch 0: |          | 12365/? [1:25:24<00:00,  2.41it/s]
Epoch 0: |          | 12366/? [1:25:25<00:00,  2.41it/s]
Epoch 0: |          | 12366/? [1:25:25<00:00,  2.41it/s]
Epoch 0: |          | 12367/? [1:25:25<00:00,  2.41it/s]
Epoch 0: |          | 12367/? [1:25:25<00:00,  2.41it/s]
Epoch 0: |          | 12368/? [1:25:26<00:00,  2.41it/s]
Epoch 0: |          | 12368/? [1:25:26<00:00,  2.41it/s]
Epoch 0: |          | 12369/? [1:25:26<00:00,  2.41it/s]
Epoch 0: |          | 12369/? [1:25:26<00:00,  2.41it/s]
Epoch 0: |          | 12370/? [1:25:27<00:00,  2.41it/s]
Epoch 0: |          | 12370/? [1:25:27<00:00,  2.41it/s]
Epoch 0: |          | 12371/? [1:25:27<00:00,  2.41it/s]
Epoch 0: |          | 12371/? [1:25:27<00:00,  2.41it/s]
Epoch 0: |          | 12372/? [1:25:27<00:00,  2.41it/s]
Epoch 0: |          | 12372/? [1:25:27<00:00,  2.41it/s]
Epoch 0: |          | 12373/? [1:25:28<00:00,  2.41it/s]
Epoch 0: |          | 12373/? [1:25:28<00:00,  2.41it/s]
Epoch 0: |          | 12374/? [1:25:28<00:00,  2.41it/s]
Epoch 0: |          | 12374/? [1:25:28<00:00,  2.41it/s]
Epoch 0: |          | 12375/? [1:25:28<00:00,  2.41it/s]
Epoch 0: |          | 12375/? [1:25:28<00:00,  2.41it/s]
Epoch 0: |          | 12376/? [1:25:29<00:00,  2.41it/s]
Epoch 0: |          | 12376/? [1:25:29<00:00,  2.41it/s]
Epoch 0: |          | 12377/? [1:25:29<00:00,  2.41it/s]
Epoch 0: |          | 12377/? [1:25:29<00:00,  2.41it/s]
Epoch 0: |          | 12378/? [1:25:30<00:00,  2.41it/s]
Epoch 0: |          | 12378/? [1:25:30<00:00,  2.41it/s]
Epoch 0: |          | 12379/? [1:25:30<00:00,  2.41it/s]
Epoch 0: |          | 12379/? [1:25:30<00:00,  2.41it/s]
Epoch 0: |          | 12380/? [1:25:31<00:00,  2.41it/s]
Epoch 0: |          | 12380/? [1:25:31<00:00,  2.41it/s]
Epoch 0: |          | 12381/? [1:25:31<00:00,  2.41it/s]
Epoch 0: |          | 12381/? [1:25:31<00:00,  2.41it/s]
Epoch 0: |          | 12382/? [1:25:31<00:00,  2.41it/s]
Epoch 0: |          | 12382/? [1:25:31<00:00,  2.41it/s]
Epoch 0: |          | 12383/? [1:25:32<00:00,  2.41it/s]
Epoch 0: |          | 12383/? [1:25:32<00:00,  2.41it/s]
Epoch 0: |          | 12384/? [1:25:32<00:00,  2.41it/s]
Epoch 0: |          | 12384/? [1:25:32<00:00,  2.41it/s]
Epoch 0: |          | 12385/? [1:25:32<00:00,  2.41it/s]
Epoch 0: |          | 12385/? [1:25:32<00:00,  2.41it/s]
Epoch 0: |          | 12386/? [1:25:33<00:00,  2.41it/s]
Epoch 0: |          | 12386/? [1:25:33<00:00,  2.41it/s]
Epoch 0: |          | 12387/? [1:25:33<00:00,  2.41it/s]
Epoch 0: |          | 12387/? [1:25:33<00:00,  2.41it/s]
Epoch 0: |          | 12388/? [1:25:34<00:00,  2.41it/s]
Epoch 0: |          | 12388/? [1:25:34<00:00,  2.41it/s]
Epoch 0: |          | 12389/? [1:25:34<00:00,  2.41it/s]
Epoch 0: |          | 12389/? [1:25:34<00:00,  2.41it/s]
Epoch 0: |          | 12390/? [1:25:35<00:00,  2.41it/s]
Epoch 0: |          | 12390/? [1:25:35<00:00,  2.41it/s]
Epoch 0: |          | 12391/? [1:25:35<00:00,  2.41it/s]
Epoch 0: |          | 12391/? [1:25:35<00:00,  2.41it/s]
Epoch 0: |          | 12392/? [1:25:35<00:00,  2.41it/s]
Epoch 0: |          | 12392/? [1:25:35<00:00,  2.41it/s]
Epoch 0: |          | 12393/? [1:25:36<00:00,  2.41it/s]
Epoch 0: |          | 12393/? [1:25:36<00:00,  2.41it/s]
Epoch 0: |          | 12394/? [1:25:36<00:00,  2.41it/s]
Epoch 0: |          | 12394/? [1:25:36<00:00,  2.41it/s]
Epoch 0: |          | 12395/? [1:25:36<00:00,  2.41it/s]
Epoch 0: |          | 12395/? [1:25:36<00:00,  2.41it/s]
Epoch 0: |          | 12396/? [1:25:37<00:00,  2.41it/s]
Epoch 0: |          | 12396/? [1:25:37<00:00,  2.41it/s]
Epoch 0: |          | 12397/? [1:25:37<00:00,  2.41it/s]
Epoch 0: |          | 12397/? [1:25:37<00:00,  2.41it/s]
Epoch 0: |          | 12398/? [1:25:38<00:00,  2.41it/s]
Epoch 0: |          | 12398/? [1:25:38<00:00,  2.41it/s]
Epoch 0: |          | 12399/? [1:25:38<00:00,  2.41it/s]
Epoch 0: |          | 12399/? [1:25:38<00:00,  2.41it/s]
Epoch 0: |          | 12400/? [1:25:38<00:00,  2.41it/s]
Epoch 0: |          | 12400/? [1:25:38<00:00,  2.41it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.59it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 11.17it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.82it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.73it/s]

Epoch 0: |          | 12400/? [1:25:39<00:00,  2.41it/s]
Epoch 0: |          | 12401/? [1:25:39<00:00,  2.41it/s]
Epoch 0: |          | 12401/? [1:25:39<00:00,  2.41it/s]
Epoch 0: |          | 12402/? [1:25:40<00:00,  2.41it/s]
Epoch 0: |          | 12402/? [1:25:40<00:00,  2.41it/s]
Epoch 0: |          | 12403/? [1:25:40<00:00,  2.41it/s]
Epoch 0: |          | 12403/? [1:25:40<00:00,  2.41it/s]
Epoch 0: |          | 12404/? [1:25:40<00:00,  2.41it/s]
Epoch 0: |          | 12404/? [1:25:40<00:00,  2.41it/s]
Epoch 0: |          | 12405/? [1:25:41<00:00,  2.41it/s]
Epoch 0: |          | 12405/? [1:25:41<00:00,  2.41it/s]
Epoch 0: |          | 12406/? [1:25:41<00:00,  2.41it/s]
Epoch 0: |          | 12406/? [1:25:41<00:00,  2.41it/s]
Epoch 0: |          | 12407/? [1:25:42<00:00,  2.41it/s]
Epoch 0: |          | 12407/? [1:25:42<00:00,  2.41it/s]
Epoch 0: |          | 12408/? [1:25:42<00:00,  2.41it/s]
Epoch 0: |          | 12408/? [1:25:42<00:00,  2.41it/s]
Epoch 0: |          | 12409/? [1:25:42<00:00,  2.41it/s]
Epoch 0: |          | 12409/? [1:25:42<00:00,  2.41it/s]
Epoch 0: |          | 12410/? [1:25:43<00:00,  2.41it/s]
Epoch 0: |          | 12410/? [1:25:43<00:00,  2.41it/s]
Epoch 0: |          | 12411/? [1:25:43<00:00,  2.41it/s]
Epoch 0: |          | 12411/? [1:25:43<00:00,  2.41it/s]
Epoch 0: |          | 12412/? [1:25:44<00:00,  2.41it/s]
Epoch 0: |          | 12412/? [1:25:44<00:00,  2.41it/s]
Epoch 0: |          | 12413/? [1:25:44<00:00,  2.41it/s]
Epoch 0: |          | 12413/? [1:25:44<00:00,  2.41it/s]
Epoch 0: |          | 12414/? [1:25:44<00:00,  2.41it/s]
Epoch 0: |          | 12414/? [1:25:44<00:00,  2.41it/s]
Epoch 0: |          | 12415/? [1:25:45<00:00,  2.41it/s]
Epoch 0: |          | 12415/? [1:25:45<00:00,  2.41it/s]
Epoch 0: |          | 12416/? [1:25:45<00:00,  2.41it/s]
Epoch 0: |          | 12416/? [1:25:45<00:00,  2.41it/s]
Epoch 0: |          | 12417/? [1:25:45<00:00,  2.41it/s]
Epoch 0: |          | 12417/? [1:25:45<00:00,  2.41it/s]
Epoch 0: |          | 12418/? [1:25:46<00:00,  2.41it/s]
Epoch 0: |          | 12418/? [1:25:46<00:00,  2.41it/s]
Epoch 0: |          | 12419/? [1:25:46<00:00,  2.41it/s]
Epoch 0: |          | 12419/? [1:25:46<00:00,  2.41it/s]
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`Trainer.fit` stopped: `max_steps=12500` reached.
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LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'test_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.
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Test results saved to /tmp/outputs/imagedream-sd21-shading/Corgi_riding_a_rocket@20240112-135759/save
Loading Multiview Diffusion ...
Initializing Latent Diffusion Interface
time steps:  1000
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
making attention of type 'vanilla-xformers' with 512 in_channels
building MemoryEfficientAttnBlock with 512 in_channels...
Working with z of shape (1, 4, 32, 32) = 4096 dimensions.
making attention of type 'vanilla-xformers' with 512 in_channels
building MemoryEfficientAttnBlock with 512 in_channels...
Loaded Multiview Diffusion!
Using prompt [Corgi riding a rocket] and negative prompt [ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions]
Using view-dependent prompts [side]:[Corgi riding a rocket, side view] [front]:[Corgi riding a rocket, front view] [back]:[Corgi riding a rocket, back view] [overhead]:[Corgi riding a rocket, overhead view]
Using 16bit Automatic Mixed Precision (AMP)
GPU available: True (cuda), used: True
TPU available: False, using: 0 TPU cores
IPU available: False, using: 0 IPUs
HPU available: False, using: 0 HPUs
Missing logger folder: /src/lightning_logs
Restoring states from the checkpoint path at /tmp/outputs/imagedream-sd21-shading/Corgi_riding_a_rocket@20240112-135759/ckpts/last.ckpt
LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]
Loaded model weights from the checkpoint at /tmp/outputs/imagedream-sd21-shading/Corgi_riding_a_rocket@20240112-135759/ckpts/last.ckpt
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'predict_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.
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/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/loops/prediction_loop.py:252: predict returned None if it was on purpose, ignore this warning...
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Using xatlas to perform UV unwrapping, may take a while ...
Exporting textures ...
Perform UV padding on texture maps to avoid seams, may take a while ...
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Export assets saved to /tmp/outputs/imagedream-sd21-shading/Corgi_riding_a_rocket@20240112-135759/save

Prediction

adirik/imagedream:c94d52fa6963f1963d3c6856477599a4ae6f41b61b7ab6a2589c2af2c382e5fd

Model

adirik/imagedream:c94d52fa

nxcnqwlb7kt6niqioqfw6c7gcu

Status

Succeeded

Source

Web

Hardware

A40 (Large)

Total duration

79m 10s

Created

over 1 year ago

Input

image
prompt: Dragon armor, 3D asset
shading
num_steps: 12500
guidance_scale: 5
negative_prompt: ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions

{
  "image": "https://replicate.delivery/pbxt/KDGSJwb1j3u9dYOi2w2DOIb66eIcv5dS9qekiQRIHPcIREWk/armor.png",
  "prompt": "Dragon armor, 3D asset",
  "shading": false,
  "num_steps": 12500,
  "guidance_scale": 5,
  "negative_prompt": "ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions"
}

Install Replicate’s Node.js client library:

npm install replicate

Import and set up the client:

import Replicate from "replicate";
import fs from "node:fs";

const replicate = new Replicate({
  auth: process.env.REPLICATE_API_TOKEN,
});

Run adirik/imagedream using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "adirik/imagedream:c94d52fa6963f1963d3c6856477599a4ae6f41b61b7ab6a2589c2af2c382e5fd",
  {
    input: {
      image: "https://replicate.delivery/pbxt/KDGSJwb1j3u9dYOi2w2DOIb66eIcv5dS9qekiQRIHPcIREWk/armor.png",
      prompt: "Dragon armor, 3D asset",
      shading: false,
      num_steps: 12500,
      guidance_scale: 5,
      negative_prompt: "ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions"
    }
  }
);

// To access the file URL:
console.log(output.url()); //=> "http://example.com"

// To write the file to disk:
fs.writeFile("my-image.png", output);

To learn more, take a look at the guide on getting started with Node.js.

Install Replicate’s Python client library:

pip install replicate

Import the client:

import replicate

Run adirik/imagedream using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "adirik/imagedream:c94d52fa6963f1963d3c6856477599a4ae6f41b61b7ab6a2589c2af2c382e5fd",
    input={
        "image": "https://replicate.delivery/pbxt/KDGSJwb1j3u9dYOi2w2DOIb66eIcv5dS9qekiQRIHPcIREWk/armor.png",
        "prompt": "Dragon armor, 3D asset",
        "shading": False,
        "num_steps": 12500,
        "guidance_scale": 5,
        "negative_prompt": "ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions"
    }
)
print(output)

To learn more, take a look at the guide on getting started with Python.

Run adirik/imagedream using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

curl -s -X POST \
  -H "Authorization: Bearer $REPLICATE_API_TOKEN" \
  -H "Content-Type: application/json" \
  -H "Prefer: wait" \
  -d $'{
    "version": "adirik/imagedream:c94d52fa6963f1963d3c6856477599a4ae6f41b61b7ab6a2589c2af2c382e5fd",
    "input": {
      "image": "https://replicate.delivery/pbxt/KDGSJwb1j3u9dYOi2w2DOIb66eIcv5dS9qekiQRIHPcIREWk/armor.png",
      "prompt": "Dragon armor, 3D asset",
      "shading": false,
      "num_steps": 12500,
      "guidance_scale": 5,
      "negative_prompt": "ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions"
    }
  }' \
  https://api.replicate.com/v1/predictions

To learn more, take a look at Replicate’s HTTP API reference docs.

Output

{
  "completed_at": "2024-01-12T12:26:19.071778Z",
  "created_at": "2024-01-12T11:07:09.061559Z",
  "data_removed": false,
  "error": null,
  "id": "nxcnqwlb7kt6niqioqfw6c7gcu",
  "input": {
    "image": "https://replicate.delivery/pbxt/KDGSJwb1j3u9dYOi2w2DOIb66eIcv5dS9qekiQRIHPcIREWk/armor.png",
    "prompt": "Dragon armor, 3D asset",
    "shading": false,
    "num_steps": 12500,
    "guidance_scale": 5,
    "negative_prompt": "ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions"
  },
  "logs": "Seed set to 1810508264\n[INFO] background removal...\nDownloading data from 'https://github.com/danielgatis/rembg/releases/download/v0.0.0/u2net.onnx' to file '/root/.u2net/u2net.onnx'.\n  0%|                                               | 0.00/176M [00:00<?, ?B/s]\n  1%|▎                                     | 1.35M/176M [00:00<00:12, 13.5MB/s]\n  3%|▉                                     | 4.54M/176M [00:00<00:07, 24.3MB/s]\n  7%|██▍                                   | 11.5M/176M [00:00<00:03, 44.8MB/s]\n 12%|████▋                                 | 21.5M/176M [00:00<00:02, 66.7MB/s]\n 18%|██████▊                               | 31.6M/176M [00:00<00:01, 79.0MB/s]\n 24%|█████████                             | 41.7M/176M [00:00<00:01, 86.7MB/s]\n 29%|███████████▏                          | 51.9M/176M [00:00<00:01, 91.5MB/s]\n 35%|█████████████▍                        | 62.1M/176M [00:00<00:01, 94.9MB/s]\n 41%|███████████████▌                      | 72.3M/176M [00:00<00:01, 97.1MB/s]\n 47%|█████████████████▊                    | 82.5M/176M [00:01<00:00, 98.6MB/s]\n 53%|████████████████████                  | 92.8M/176M [00:01<00:00, 99.9MB/s]\n 59%|███████████████████████▍                | 103M/176M [00:01<00:00, 101MB/s]\n 64%|█████████████████████████▊              | 113M/176M [00:01<00:00, 101MB/s]\n 70%|████████████████████████████            | 123M/176M [00:01<00:00, 101MB/s]\n 76%|██████████████████████████████▎         | 134M/176M [00:01<00:00, 101MB/s]\n 82%|████████████████████████████████▋       | 144M/176M [00:01<00:00, 102MB/s]\n 88%|███████████████████████████████████     | 154M/176M [00:01<00:00, 102MB/s]\n 93%|█████████████████████████████████████▍  | 164M/176M [00:01<00:00, 102MB/s]\n 99%|███████████████████████████████████████▋| 175M/176M [00:01<00:00, 102MB/s]\n0%|                                               | 0.00/176M [00:00<?, ?B/s]\n100%|███████████████████████████████████████| 176M/176M [00:00<00:00, 1.40TB/s]\n2024-01-12 11:11:02.140074904 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 700, index: 0, mask: {48, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.140080664 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 701, index: 1, mask: {1, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.140154194 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 704, index: 4, mask: {50, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.140176304 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 705, index: 5, mask: {3, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.140214164 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 706, index: 6, mask: {51, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.140377133 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 710, index: 10, mask: {53, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.140432453 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 708, index: 8, mask: {52, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.140447073 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 709, index: 9, mask: {5, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.140449453 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 702, index: 2, mask: {49, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.140416513 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 707, index: 7, mask: {4, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.162300582 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 703, index: 3, mask: {2, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.142887078 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 711, index: 11, mask: {6, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.166927422 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 712, index: 12, mask: {54, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.187073375 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 713, index: 13, mask: {7, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.187121475 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 714, index: 14, mask: {55, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.187167344 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 715, index: 15, mask: {8, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.187251004 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 716, index: 16, mask: {56, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.187284354 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 717, index: 17, mask: {9, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.187331934 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 718, index: 18, mask: {57, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.187357844 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 719, index: 19, mask: {10, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.189328779 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 741, index: 41, mask: {21, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.189365029 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 728, index: 28, mask: {62, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.194999366 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 732, index: 32, mask: {64, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.198896007 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 768, index: 68, mask: {82, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.195025066 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 727, index: 27, mask: {14, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.195030446 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 724, index: 24, mask: {60, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.195046796 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 743, index: 43, mask: {22, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.195053926 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 747, index: 47, mask: {24, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.195125136 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 722, index: 22, mask: {59, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.198887877 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 769, index: 69, mask: {35, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.198887487 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 766, index: 66, mask: {81, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.195058956 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 730, index: 30, mask: {63, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.195053956 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 744, index: 44, mask: {70, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.195043396 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 731, index: 31, mask: {16, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.195047016 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 729, index: 29, mask: {15, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.195085186 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 725, index: 25, mask: {13, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.195134266 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 735, index: 35, mask: {18, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.195144326 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 737, index: 37, mask: {19, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.195152916 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 738, index: 38, mask: {67, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.195091226 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 720, index: 20, mask: {58, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.195008516 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 770, index: 70, mask: {83, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.195097456 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 736, index: 36, mask: {66, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.195103536 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 767, index: 67, mask: {34, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.195115246 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 742, index: 42, mask: {69, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.238924953 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 745, index: 45, mask: {23, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.238939893 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 748, index: 48, mask: {72, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.246917505 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 749, index: 49, mask: {25, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.262899667 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 752, index: 52, mask: {74, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.266666349 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 734, index: 34, mask: {65, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.271079508 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 755, index: 55, mask: {28, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.271087288 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 756, index: 56, mask: {76, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.271423278 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 758, index: 58, mask: {77, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.206892098 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 786, index: 86, mask: {91, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.206900918 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 788, index: 88, mask: {92, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.206951888 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 783, index: 83, mask: {42, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.266661199 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 750, index: 50, mask: {73, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.276819045 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 760, index: 60, mask: {78, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.206944248 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 781, index: 81, mask: {41, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.206958528 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 785, index: 85, mask: {43, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.276884025 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 740, index: 40, mask: {68, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.202886918 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 794, index: 94, mask: {95, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.206965038 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 787, index: 87, mask: {44, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.271052658 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 721, index: 21, mask: {11, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.276797585 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 757, index: 57, mask: {29, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.206970878 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 789, index: 89, mask: {45, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.206977428 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 791, index: 91, mask: {46, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.206914928 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 792, index: 92, mask: {94, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.206985908 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 793, index: 93, mask: {47, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.271027828 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 751, index: 51, mask: {26, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.271005418 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 753, index: 53, mask: {27, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.206907358 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 790, index: 90, mask: {93, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.276864735 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 765, index: 65, mask: {33, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.276766055 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 759, index: 59, mask: {30, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.271072588 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 754, index: 54, mask: {75, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.315003056 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 784, index: 84, mask: {90, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.315005726 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 739, index: 39, mask: {20, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.342892121 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 733, index: 33, mask: {17, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.342918081 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 762, index: 62, mask: {79, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.358907524 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 763, index: 63, mask: {32, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.358922114 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 764, index: 64, mask: {80, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.342905201 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 746, index: 46, mask: {71, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.358892964 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 761, index: 61, mask: {31, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.377845349 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 726, index: 26, mask: {61, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.377872009 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 723, index: 23, mask: {12, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 11:11:02.377875489 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 782, index: 82, mask: {89, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\nLoading Multiview Diffusion ...\nInitializing Latent Diffusion Interface\ntime steps:  1000\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nmaking attention of type 'vanilla-xformers' with 512 in_channels\nbuilding MemoryEfficientAttnBlock with 512 in_channels...\nWorking with z of shape (1, 4, 32, 32) = 4096 dimensions.\nmaking attention of type 'vanilla-xformers' with 512 in_channels\nbuilding MemoryEfficientAttnBlock with 512 in_channels...\nLoaded Multiview Diffusion!\nUsing prompt [Dragon armor, 3D asset] and negative prompt [ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions]\nUsing view-dependent prompts [side]:[Dragon armor, 3D asset, side view] [front]:[Dragon armor, 3D asset, front view] [back]:[Dragon armor, 3D asset, back view] [overhead]:[Dragon armor, 3D asset, overhead view]\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_5m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_5m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.\nreturn register_model(fn_wrapper)\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_11m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_11m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.\nreturn register_model(fn_wrapper)\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.\nreturn register_model(fn_wrapper)\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_384 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected.\nreturn register_model(fn_wrapper)\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_512 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected.\nreturn register_model(fn_wrapper)\nUsing 16bit Automatic Mixed Precision (AMP)\nGPU available: True (cuda), used: True\nTPU available: False, using: 0 TPU cores\nIPU available: False, using: 0 IPUs\nHPU available: False, using: 0 HPUs\nYou are using a CUDA device ('NVIDIA A40') that has Tensor Cores. To properly utilize them, you should set `torch.set_float32_matmul_precision('medium' | 'high')` which will trade-off precision for performance. For more details, read https://pytorch.org/docs/stable/generated/torch.set_float32_matmul_precision.html#torch.set_float32_matmul_precision\nLOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]\n| Name       | Type                           | Params\n--------------------------------------------------------------\n0 | geometry   | ImplicitVolume                 | 12.6 M\n1 | material   | NoMaterial                     | 0\n2 | background | NeuralEnvironmentMapBackground | 448\n3 | renderer   | NeRFVolumeRenderer             | 0\n4 | guidance   | MultiviewDiffusionGuidance     | 2.0 B\n--------------------------------------------------------------\n12.6 M    Trainable params\n2.0 B     Non-trainable params\n2.0 B     Total params\n8,096.164 Total estimated model params size (MB)\nValidation results will be saved to /tmp/outputs/imagedream-sd21-no-shading/Dragon_armor,_3D_asset@20240112-111107/save\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'train_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'val_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.\nTraining: |          | 0/? [00:00<?, ?it/s]\nTraining: |          | 0/? [00:00<?, ?it/s]\nEpoch 0: |          | 0/? [00:00<?, ?it/s] \nEpoch 0: |          | 1/? [00:01<00:00,  0.82it/s]\nEpoch 0: |          | 1/? [00:01<00:00,  0.82it/s]\nEpoch 0: |          | 2/? [00:01<00:00,  1.21it/s]\nEpoch 0: |          | 2/? [00:01<00:00,  1.21it/s]\nEpoch 0: |          | 3/? [00:02<00:00,  1.45it/s]\nEpoch 0: |          | 3/? [00:02<00:00,  1.45it/s]\nEpoch 0: |          | 4/? [00:02<00:00,  1.62it/s]\nEpoch 0: |          | 4/? 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[00:21<00:00,  2.28it/s]\nEpoch 0: |          | 50/? [00:21<00:00,  2.28it/s]\nEpoch 0: |          | 51/? [00:22<00:00,  2.28it/s]\nEpoch 0: |          | 51/? [00:22<00:00,  2.28it/s]\nEpoch 0: |          | 52/? [00:22<00:00,  2.28it/s]\nEpoch 0: |          | 52/? [00:22<00:00,  2.28it/s]\nEpoch 0: |          | 53/? [00:23<00:00,  2.28it/s]\nEpoch 0: |          | 53/? [00:23<00:00,  2.28it/s]\nEpoch 0: |          | 54/? [00:23<00:00,  2.29it/s]\nEpoch 0: |          | 54/? [00:23<00:00,  2.29it/s]\nEpoch 0: |          | 55/? [00:24<00:00,  2.29it/s]\nEpoch 0: |          | 55/? [00:24<00:00,  2.29it/s]\nEpoch 0: |          | 56/? [00:24<00:00,  2.29it/s]\nEpoch 0: |          | 56/? [00:24<00:00,  2.29it/s]\nEpoch 0: |          | 57/? [00:24<00:00,  2.29it/s]\nEpoch 0: |          | 57/? [00:24<00:00,  2.29it/s]\nEpoch 0: |          | 58/? [00:25<00:00,  2.29it/s]\nEpoch 0: |          | 58/? [00:25<00:00,  2.29it/s]\nEpoch 0: |          | 59/? [00:25<00:00,  2.30it/s]\nEpoch 0: |          | 59/? [00:25<00:00,  2.30it/s]\nEpoch 0: |          | 60/? [00:26<00:00,  2.30it/s]\nEpoch 0: |          | 60/? [00:26<00:00,  2.30it/s]\nEpoch 0: |          | 61/? [00:26<00:00,  2.30it/s]\nEpoch 0: |          | 61/? [00:26<00:00,  2.30it/s]\nEpoch 0: |          | 62/? [00:26<00:00,  2.30it/s]\nEpoch 0: |          | 62/? [00:26<00:00,  2.30it/s]\nEpoch 0: |          | 63/? [00:27<00:00,  2.30it/s]\nEpoch 0: |          | 63/? [00:27<00:00,  2.30it/s]\nEpoch 0: |          | 64/? [00:27<00:00,  2.30it/s]\nEpoch 0: |          | 64/? [00:27<00:00,  2.30it/s]\nEpoch 0: |          | 65/? [00:28<00:00,  2.30it/s]\nEpoch 0: |          | 65/? [00:28<00:00,  2.30it/s]\nEpoch 0: |          | 66/? [00:28<00:00,  2.30it/s]\nEpoch 0: |          | 66/? [00:28<00:00,  2.30it/s]\nEpoch 0: |          | 67/? [00:29<00:00,  2.30it/s]\nEpoch 0: |          | 67/? [00:29<00:00,  2.30it/s]\nEpoch 0: |          | 68/? [00:29<00:00,  2.31it/s]\nEpoch 0: |          | 68/? [00:29<00:00,  2.31it/s]\nEpoch 0: |          | 69/? [00:29<00:00,  2.31it/s]\nEpoch 0: |          | 69/? [00:29<00:00,  2.31it/s]\nEpoch 0: |          | 70/? [00:30<00:00,  2.31it/s]\nEpoch 0: |          | 70/? [00:30<00:00,  2.31it/s]\nEpoch 0: |          | 71/? [00:30<00:00,  2.31it/s]\nEpoch 0: |          | 71/? [00:30<00:00,  2.31it/s]\nEpoch 0: |          | 72/? [00:31<00:00,  2.31it/s]\nEpoch 0: |          | 72/? [00:31<00:00,  2.31it/s]\nEpoch 0: |          | 73/? [00:31<00:00,  2.31it/s]\nEpoch 0: |          | 73/? [00:31<00:00,  2.31it/s]\nEpoch 0: |          | 74/? [00:32<00:00,  2.31it/s]\nEpoch 0: |          | 74/? [00:32<00:00,  2.31it/s]\nEpoch 0: |          | 75/? [00:32<00:00,  2.31it/s]\nEpoch 0: |          | 75/? [00:32<00:00,  2.31it/s]\nEpoch 0: |          | 76/? [00:32<00:00,  2.31it/s]\nEpoch 0: |          | 76/? [00:32<00:00,  2.31it/s]\nEpoch 0: |          | 77/? [00:33<00:00,  2.31it/s]\nEpoch 0: |          | 77/? [00:33<00:00,  2.31it/s]\nEpoch 0: |          | 78/? [00:33<00:00,  2.31it/s]\nEpoch 0: |          | 78/? [00:33<00:00,  2.31it/s]\nEpoch 0: |          | 79/? [00:34<00:00,  2.31it/s]\nEpoch 0: |          | 79/? [00:34<00:00,  2.31it/s]\nEpoch 0: |          | 80/? [00:34<00:00,  2.31it/s]\nEpoch 0: |          | 80/? [00:34<00:00,  2.31it/s]\nEpoch 0: |          | 81/? [00:34<00:00,  2.31it/s]\nEpoch 0: |          | 81/? [00:34<00:00,  2.31it/s]\nEpoch 0: |          | 82/? [00:35<00:00,  2.32it/s]\nEpoch 0: |          | 82/? [00:35<00:00,  2.32it/s]\nEpoch 0: |          | 83/? [00:35<00:00,  2.32it/s]\nEpoch 0: |          | 83/? [00:35<00:00,  2.32it/s]\nEpoch 0: |          | 84/? [00:36<00:00,  2.32it/s]\nEpoch 0: |          | 84/? [00:36<00:00,  2.32it/s]\nEpoch 0: |          | 85/? [00:36<00:00,  2.32it/s]\nEpoch 0: |          | 85/? [00:36<00:00,  2.32it/s]\nEpoch 0: |          | 86/? [00:37<00:00,  2.32it/s]\nEpoch 0: |          | 86/? [00:37<00:00,  2.32it/s]\nEpoch 0: |          | 87/? [00:37<00:00,  2.32it/s]\nEpoch 0: |          | 87/? [00:37<00:00,  2.32it/s]\nEpoch 0: |          | 88/? [00:37<00:00,  2.32it/s]\nEpoch 0: |          | 88/? [00:37<00:00,  2.32it/s]\nEpoch 0: |          | 89/? [00:38<00:00,  2.32it/s]\nEpoch 0: |          | 89/? [00:38<00:00,  2.32it/s]\nEpoch 0: |          | 90/? [00:38<00:00,  2.32it/s]\nEpoch 0: |          | 90/? [00:38<00:00,  2.32it/s]\nEpoch 0: |          | 91/? [00:39<00:00,  2.32it/s]\nEpoch 0: |          | 91/? [00:39<00:00,  2.32it/s]\nEpoch 0: |          | 92/? [00:39<00:00,  2.32it/s]\nEpoch 0: |          | 92/? [00:39<00:00,  2.32it/s]\nEpoch 0: |          | 93/? [00:40<00:00,  2.32it/s]\nEpoch 0: |          | 93/? [00:40<00:00,  2.32it/s]\nEpoch 0: |          | 94/? [00:40<00:00,  2.32it/s]\nEpoch 0: |          | 94/? [00:40<00:00,  2.32it/s]\nEpoch 0: |          | 95/? [00:40<00:00,  2.32it/s]\nEpoch 0: |          | 95/? [00:40<00:00,  2.32it/s]\nEpoch 0: |          | 96/? [00:41<00:00,  2.32it/s]\nEpoch 0: |          | 96/? [00:41<00:00,  2.32it/s]\nEpoch 0: |          | 97/? [00:41<00:00,  2.32it/s]\nEpoch 0: |          | 97/? [00:41<00:00,  2.32it/s]\nEpoch 0: |          | 98/? [00:42<00:00,  2.32it/s]\nEpoch 0: |          | 98/? [00:42<00:00,  2.32it/s]\nEpoch 0: |          | 99/? [00:42<00:00,  2.32it/s]\nEpoch 0: |          | 99/? [00:42<00:00,  2.32it/s]\nEpoch 0: |          | 100/? [00:43<00:00,  2.32it/s]\nEpoch 0: |          | 100/? [00:43<00:00,  2.32it/s]\nEpoch 0: |          | 101/? [00:43<00:00,  2.32it/s]\nEpoch 0: |          | 101/? [00:43<00:00,  2.32it/s]\nEpoch 0: |          | 102/? [00:43<00:00,  2.32it/s]\nEpoch 0: |          | 102/? [00:43<00:00,  2.32it/s]\nEpoch 0: |          | 103/? [00:44<00:00,  2.32it/s]\nEpoch 0: |          | 103/? [00:44<00:00,  2.32it/s]\nEpoch 0: |          | 104/? [00:44<00:00,  2.32it/s]\nEpoch 0: |          | 104/? [00:44<00:00,  2.32it/s]\nEpoch 0: |          | 105/? [00:45<00:00,  2.32it/s]\nEpoch 0: |          | 105/? [00:45<00:00,  2.32it/s]\nEpoch 0: |          | 106/? [00:45<00:00,  2.32it/s]\nEpoch 0: |          | 106/? [00:45<00:00,  2.32it/s]\nEpoch 0: |          | 107/? [00:46<00:00,  2.32it/s]\nEpoch 0: |          | 107/? [00:46<00:00,  2.32it/s]\nEpoch 0: |          | 108/? [00:46<00:00,  2.32it/s]\nEpoch 0: |          | 108/? [00:46<00:00,  2.32it/s]\nEpoch 0: |          | 109/? [00:46<00:00,  2.32it/s]\nEpoch 0: |          | 109/? [00:46<00:00,  2.32it/s]\nEpoch 0: |          | 110/? [00:47<00:00,  2.32it/s]\nEpoch 0: |          | 110/? [00:47<00:00,  2.32it/s]\nEpoch 0: |          | 111/? [00:47<00:00,  2.32it/s]\nEpoch 0: |          | 111/? [00:47<00:00,  2.32it/s]\nEpoch 0: |          | 112/? [00:48<00:00,  2.32it/s]\nEpoch 0: |          | 112/? [00:48<00:00,  2.32it/s]\nEpoch 0: |          | 113/? [00:48<00:00,  2.32it/s]\nEpoch 0: |          | 113/? [00:48<00:00,  2.32it/s]\nEpoch 0: |          | 114/? [00:49<00:00,  2.32it/s]\nEpoch 0: |          | 114/? [00:49<00:00,  2.32it/s]\nEpoch 0: |          | 115/? [00:49<00:00,  2.32it/s]\nEpoch 0: |          | 115/? [00:49<00:00,  2.32it/s]\nEpoch 0: |          | 116/? [00:49<00:00,  2.32it/s]\nEpoch 0: |          | 116/? [00:49<00:00,  2.32it/s]\nEpoch 0: |          | 117/? [00:50<00:00,  2.32it/s]\nEpoch 0: |          | 117/? [00:50<00:00,  2.32it/s]\nEpoch 0: |          | 118/? [00:50<00:00,  2.32it/s]\nEpoch 0: |          | 118/? [00:50<00:00,  2.32it/s]\nEpoch 0: |          | 119/? [00:51<00:00,  2.32it/s]\nEpoch 0: |          | 119/? [00:51<00:00,  2.32it/s]\nEpoch 0: |          | 120/? [00:51<00:00,  2.32it/s]\nEpoch 0: |          | 120/? [00:51<00:00,  2.32it/s]\nEpoch 0: |          | 121/? [00:52<00:00,  2.32it/s]\nEpoch 0: |          | 121/? [00:52<00:00,  2.32it/s]\nEpoch 0: |          | 122/? [00:52<00:00,  2.32it/s]\nEpoch 0: |          | 122/? [00:52<00:00,  2.32it/s]\nEpoch 0: |          | 123/? [00:52<00:00,  2.32it/s]\nEpoch 0: |          | 123/? [00:52<00:00,  2.32it/s]\nEpoch 0: |          | 124/? [00:53<00:00,  2.32it/s]\nEpoch 0: |          | 124/? [00:53<00:00,  2.32it/s]\nEpoch 0: |          | 125/? [00:53<00:00,  2.32it/s]\nEpoch 0: |          | 125/? [00:53<00:00,  2.32it/s]\nEpoch 0: |          | 126/? [00:54<00:00,  2.32it/s]\nEpoch 0: |          | 126/? [00:54<00:00,  2.32it/s]\nEpoch 0: |          | 127/? [00:54<00:00,  2.32it/s]\nEpoch 0: |          | 127/? [00:54<00:00,  2.32it/s]\nEpoch 0: |          | 128/? [00:55<00:00,  2.32it/s]\nEpoch 0: |          | 128/? [00:55<00:00,  2.32it/s]\nEpoch 0: |          | 129/? [00:55<00:00,  2.32it/s]\nEpoch 0: |          | 129/? [00:55<00:00,  2.32it/s]\nEpoch 0: |          | 130/? [00:55<00:00,  2.32it/s]\nEpoch 0: |          | 130/? [00:55<00:00,  2.32it/s]\nEpoch 0: |          | 131/? [00:56<00:00,  2.32it/s]\nEpoch 0: |          | 131/? [00:56<00:00,  2.32it/s]\nEpoch 0: |          | 132/? [00:56<00:00,  2.32it/s]\nEpoch 0: |          | 132/? [00:56<00:00,  2.32it/s]\nEpoch 0: |          | 133/? [00:57<00:00,  2.32it/s]\nEpoch 0: |          | 133/? [00:57<00:00,  2.32it/s]\nEpoch 0: |          | 134/? [00:57<00:00,  2.32it/s]\nEpoch 0: |          | 134/? [00:57<00:00,  2.32it/s]\nEpoch 0: |          | 135/? [00:58<00:00,  2.32it/s]\nEpoch 0: |          | 135/? [00:58<00:00,  2.32it/s]\nEpoch 0: |          | 136/? [00:58<00:00,  2.32it/s]\nEpoch 0: |          | 136/? [00:58<00:00,  2.32it/s]\nEpoch 0: |          | 137/? [00:58<00:00,  2.32it/s]\nEpoch 0: |          | 137/? [00:58<00:00,  2.32it/s]\nEpoch 0: |          | 138/? [00:59<00:00,  2.32it/s]\nEpoch 0: |          | 138/? [00:59<00:00,  2.32it/s]\nEpoch 0: |          | 139/? [00:59<00:00,  2.32it/s]\nEpoch 0: |          | 139/? [00:59<00:00,  2.32it/s]\nEpoch 0: |          | 140/? [01:00<00:00,  2.32it/s]\nEpoch 0: |          | 140/? [01:00<00:00,  2.32it/s]\nEpoch 0: |          | 141/? [01:00<00:00,  2.32it/s]\nEpoch 0: |          | 141/? [01:00<00:00,  2.32it/s]\nEpoch 0: |          | 142/? [01:01<00:00,  2.32it/s]\nEpoch 0: |          | 142/? [01:01<00:00,  2.32it/s]\nEpoch 0: |          | 143/? [01:01<00:00,  2.32it/s]\nEpoch 0: |          | 143/? [01:01<00:00,  2.32it/s]\nEpoch 0: |          | 144/? [01:02<00:00,  2.32it/s]\nEpoch 0: |          | 144/? [01:02<00:00,  2.32it/s]\nEpoch 0: |          | 145/? [01:02<00:00,  2.32it/s]\nEpoch 0: |          | 145/? [01:02<00:00,  2.32it/s]\nEpoch 0: |          | 146/? [01:02<00:00,  2.32it/s]\nEpoch 0: |          | 146/? [01:02<00:00,  2.32it/s]\nEpoch 0: |          | 147/? [01:03<00:00,  2.32it/s]\nEpoch 0: |          | 147/? [01:03<00:00,  2.32it/s]\nEpoch 0: |          | 148/? [01:03<00:00,  2.32it/s]\nEpoch 0: |          | 148/? [01:03<00:00,  2.32it/s]\nEpoch 0: |          | 149/? [01:04<00:00,  2.32it/s]\nEpoch 0: |          | 149/? [01:04<00:00,  2.32it/s]\nEpoch 0: |          | 150/? [01:04<00:00,  2.32it/s]\nEpoch 0: |          | 150/? [01:04<00:00,  2.32it/s]\nEpoch 0: |          | 151/? [01:05<00:00,  2.32it/s]\nEpoch 0: |          | 151/? [01:05<00:00,  2.32it/s]\nEpoch 0: |          | 152/? [01:05<00:00,  2.32it/s]\nEpoch 0: |          | 152/? [01:05<00:00,  2.32it/s]\nEpoch 0: |          | 153/? [01:05<00:00,  2.32it/s]\nEpoch 0: |          | 153/? [01:05<00:00,  2.32it/s]\nEpoch 0: |          | 154/? [01:06<00:00,  2.32it/s]\nEpoch 0: |          | 154/? [01:06<00:00,  2.32it/s]\nEpoch 0: |          | 155/? [01:06<00:00,  2.32it/s]\nEpoch 0: |          | 155/? [01:06<00:00,  2.32it/s]\nEpoch 0: |          | 156/? [01:07<00:00,  2.32it/s]\nEpoch 0: |          | 156/? [01:07<00:00,  2.32it/s]\nEpoch 0: |          | 157/? [01:07<00:00,  2.32it/s]\nEpoch 0: |          | 157/? [01:07<00:00,  2.32it/s]\nEpoch 0: |          | 158/? [01:08<00:00,  2.32it/s]\nEpoch 0: |          | 158/? [01:08<00:00,  2.32it/s]\nEpoch 0: |          | 159/? [01:08<00:00,  2.32it/s]\nEpoch 0: |          | 159/? [01:08<00:00,  2.32it/s]\nEpoch 0: |          | 160/? [01:08<00:00,  2.32it/s]\nEpoch 0: |          | 160/? [01:08<00:00,  2.32it/s]\nEpoch 0: |          | 161/? [01:09<00:00,  2.32it/s]\nEpoch 0: |          | 161/? [01:09<00:00,  2.32it/s]\nEpoch 0: |          | 162/? [01:09<00:00,  2.32it/s]\nEpoch 0: |          | 162/? [01:09<00:00,  2.32it/s]\nEpoch 0: |          | 163/? [01:10<00:00,  2.32it/s]\nEpoch 0: |          | 163/? [01:10<00:00,  2.32it/s]\nEpoch 0: |          | 164/? [01:10<00:00,  2.32it/s]\nEpoch 0: |          | 164/? [01:10<00:00,  2.32it/s]\nEpoch 0: |          | 165/? [01:11<00:00,  2.32it/s]\nEpoch 0: |          | 165/? [01:11<00:00,  2.32it/s]\nEpoch 0: |          | 166/? [01:11<00:00,  2.32it/s]\nEpoch 0: |          | 166/? [01:11<00:00,  2.32it/s]\nEpoch 0: |          | 167/? [01:12<00:00,  2.32it/s]\nEpoch 0: |          | 167/? [01:12<00:00,  2.32it/s]\nEpoch 0: |          | 168/? [01:12<00:00,  2.32it/s]\nEpoch 0: |          | 168/? [01:12<00:00,  2.32it/s]\nEpoch 0: |          | 169/? [01:12<00:00,  2.32it/s]\nEpoch 0: |          | 169/? [01:12<00:00,  2.32it/s]\nEpoch 0: |          | 170/? [01:13<00:00,  2.32it/s]\nEpoch 0: |          | 170/? [01:13<00:00,  2.32it/s]\nEpoch 0: |          | 171/? [01:13<00:00,  2.32it/s]\nEpoch 0: |          | 171/? [01:13<00:00,  2.32it/s]\nEpoch 0: |          | 172/? [01:14<00:00,  2.32it/s]\nEpoch 0: |          | 172/? [01:14<00:00,  2.32it/s]\nEpoch 0: |          | 173/? [01:14<00:00,  2.32it/s]\nEpoch 0: |          | 173/? [01:14<00:00,  2.32it/s]\nEpoch 0: |          | 174/? [01:15<00:00,  2.32it/s]\nEpoch 0: |          | 174/? [01:15<00:00,  2.32it/s]\nEpoch 0: |          | 175/? [01:15<00:00,  2.32it/s]\nEpoch 0: |          | 175/? [01:15<00:00,  2.32it/s]\nEpoch 0: |          | 176/? [01:15<00:00,  2.32it/s]\nEpoch 0: |          | 176/? [01:15<00:00,  2.32it/s]\nEpoch 0: |          | 177/? [01:16<00:00,  2.32it/s]\nEpoch 0: |          | 177/? [01:16<00:00,  2.32it/s]\nEpoch 0: |          | 178/? [01:16<00:00,  2.32it/s]\nEpoch 0: |          | 178/? [01:16<00:00,  2.32it/s]\nEpoch 0: |          | 179/? [01:17<00:00,  2.32it/s]\nEpoch 0: |          | 179/? [01:17<00:00,  2.32it/s]\nEpoch 0: |          | 180/? [01:17<00:00,  2.32it/s]\nEpoch 0: |          | 180/? [01:17<00:00,  2.32it/s]\nEpoch 0: |          | 181/? [01:18<00:00,  2.31it/s]\nEpoch 0: |          | 181/? [01:18<00:00,  2.31it/s]\nEpoch 0: |          | 182/? [01:18<00:00,  2.31it/s]\nEpoch 0: |          | 182/? [01:18<00:00,  2.31it/s]\nEpoch 0: |          | 183/? [01:19<00:00,  2.31it/s]\nEpoch 0: |          | 183/? [01:19<00:00,  2.31it/s]\nEpoch 0: |          | 184/? [01:19<00:00,  2.31it/s]\nEpoch 0: |          | 184/? [01:19<00:00,  2.31it/s]\nEpoch 0: |          | 185/? [01:19<00:00,  2.31it/s]\nEpoch 0: |          | 185/? [01:19<00:00,  2.31it/s]\nEpoch 0: |          | 186/? [01:20<00:00,  2.31it/s]\nEpoch 0: |          | 186/? [01:20<00:00,  2.31it/s]\nEpoch 0: |          | 187/? [01:20<00:00,  2.31it/s]\nEpoch 0: |          | 187/? [01:20<00:00,  2.31it/s]\nEpoch 0: |          | 188/? [01:21<00:00,  2.31it/s]\nEpoch 0: |          | 188/? [01:21<00:00,  2.31it/s]\nEpoch 0: |          | 189/? [01:21<00:00,  2.31it/s]\nEpoch 0: |          | 189/? [01:21<00:00,  2.31it/s]\nEpoch 0: |          | 190/? [01:22<00:00,  2.31it/s]\nEpoch 0: |          | 190/? [01:22<00:00,  2.31it/s]\nEpoch 0: |          | 191/? [01:22<00:00,  2.31it/s]\nEpoch 0: |          | 191/? [01:22<00:00,  2.31it/s]\nEpoch 0: |          | 192/? [01:23<00:00,  2.31it/s]\nEpoch 0: |          | 192/? [01:23<00:00,  2.31it/s]\nEpoch 0: |          | 193/? [01:23<00:00,  2.31it/s]\nEpoch 0: |          | 193/? [01:23<00:00,  2.31it/s]\nEpoch 0: |          | 194/? [01:23<00:00,  2.31it/s]\nEpoch 0: |          | 194/? [01:23<00:00,  2.31it/s]\nEpoch 0: |          | 195/? [01:24<00:00,  2.31it/s]\nEpoch 0: |          | 195/? [01:24<00:00,  2.31it/s]\nEpoch 0: |          | 196/? [01:24<00:00,  2.31it/s]\nEpoch 0: |          | 196/? [01:24<00:00,  2.31it/s]\nEpoch 0: |          | 197/? [01:25<00:00,  2.31it/s]\nEpoch 0: |          | 197/? [01:25<00:00,  2.31it/s]\nEpoch 0: |          | 198/? [01:25<00:00,  2.31it/s]\nEpoch 0: |          | 198/? [01:25<00:00,  2.31it/s]\nEpoch 0: |          | 199/? [01:26<00:00,  2.31it/s]\nEpoch 0: |          | 199/? [01:26<00:00,  2.31it/s]\nEpoch 0: |          | 200/? [01:26<00:00,  2.31it/s]\nEpoch 0: |          | 200/? [01:26<00:00,  2.31it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  3.73it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  3.72it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  3.71it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  3.72it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 200/? [01:27<00:00,  2.28it/s]\nEpoch 0: |          | 201/? [01:28<00:00,  2.27it/s]\nEpoch 0: |          | 201/? [01:28<00:00,  2.27it/s]\nEpoch 0: |          | 202/? [01:28<00:00,  2.27it/s]\nEpoch 0: |          | 202/? [01:28<00:00,  2.27it/s]\nEpoch 0: |          | 203/? [01:29<00:00,  2.27it/s]\nEpoch 0: |          | 203/? [01:29<00:00,  2.27it/s]\nEpoch 0: |          | 204/? [01:29<00:00,  2.27it/s]\nEpoch 0: |          | 204/? [01:29<00:00,  2.27it/s]\nEpoch 0: |          | 205/? [01:30<00:00,  2.27it/s]\nEpoch 0: |          | 205/? [01:30<00:00,  2.27it/s]\nEpoch 0: |          | 206/? [01:30<00:00,  2.27it/s]\nEpoch 0: |          | 206/? [01:30<00:00,  2.27it/s]\nEpoch 0: |          | 207/? [01:31<00:00,  2.27it/s]\nEpoch 0: |          | 207/? [01:31<00:00,  2.27it/s]\nEpoch 0: |          | 208/? [01:31<00:00,  2.27it/s]\nEpoch 0: |          | 208/? [01:31<00:00,  2.27it/s]\nEpoch 0: |          | 209/? [01:31<00:00,  2.27it/s]\nEpoch 0: |          | 209/? [01:31<00:00,  2.27it/s]\nEpoch 0: |          | 210/? [01:32<00:00,  2.27it/s]\nEpoch 0: |          | 210/? [01:32<00:00,  2.27it/s]\nEpoch 0: |          | 211/? [01:32<00:00,  2.27it/s]\nEpoch 0: |          | 211/? [01:32<00:00,  2.27it/s]\nEpoch 0: |          | 212/? [01:33<00:00,  2.27it/s]\nEpoch 0: |          | 212/? [01:33<00:00,  2.27it/s]\nEpoch 0: |          | 213/? [01:33<00:00,  2.27it/s]\nEpoch 0: |          | 213/? [01:33<00:00,  2.27it/s]\nEpoch 0: |          | 214/? [01:34<00:00,  2.27it/s]\nEpoch 0: |          | 214/? [01:34<00:00,  2.27it/s]\nEpoch 0: |          | 215/? [01:34<00:00,  2.27it/s]\nEpoch 0: |          | 215/? [01:34<00:00,  2.27it/s]\nEpoch 0: |          | 216/? [01:35<00:00,  2.27it/s]\nEpoch 0: |          | 216/? [01:35<00:00,  2.27it/s]\nEpoch 0: |          | 217/? [01:35<00:00,  2.27it/s]\nEpoch 0: |          | 217/? [01:35<00:00,  2.27it/s]\nEpoch 0: |          | 218/? [01:35<00:00,  2.27it/s]\nEpoch 0: |          | 218/? [01:35<00:00,  2.27it/s]\nEpoch 0: |          | 219/? [01:36<00:00,  2.27it/s]\nEpoch 0: |          | 219/? [01:36<00:00,  2.27it/s]\nEpoch 0: |          | 220/? [01:36<00:00,  2.27it/s]\nEpoch 0: |          | 220/? [01:36<00:00,  2.27it/s]\nEpoch 0: |          | 221/? [01:37<00:00,  2.27it/s]\nEpoch 0: |          | 221/? [01:37<00:00,  2.27it/s]\nEpoch 0: |          | 222/? [01:37<00:00,  2.27it/s]\nEpoch 0: |          | 222/? [01:37<00:00,  2.27it/s]\nEpoch 0: |          | 223/? [01:38<00:00,  2.27it/s]\nEpoch 0: |          | 223/? [01:38<00:00,  2.27it/s]\nEpoch 0: |          | 224/? [01:38<00:00,  2.27it/s]\nEpoch 0: |          | 224/? [01:38<00:00,  2.27it/s]\nEpoch 0: |          | 225/? [01:39<00:00,  2.27it/s]\nEpoch 0: |          | 225/? [01:39<00:00,  2.27it/s]\nEpoch 0: |          | 226/? [01:39<00:00,  2.27it/s]\nEpoch 0: |          | 226/? [01:39<00:00,  2.27it/s]\nEpoch 0: |          | 227/? [01:40<00:00,  2.27it/s]\nEpoch 0: |          | 227/? [01:40<00:00,  2.27it/s]\nEpoch 0: |          | 228/? [01:40<00:00,  2.27it/s]\nEpoch 0: |          | 228/? [01:40<00:00,  2.27it/s]\nEpoch 0: |          | 229/? [01:40<00:00,  2.27it/s]\nEpoch 0: |          | 229/? [01:40<00:00,  2.27it/s]\nEpoch 0: |          | 230/? [01:41<00:00,  2.27it/s]\nEpoch 0: |          | 230/? [01:41<00:00,  2.27it/s]\nEpoch 0: |          | 231/? [01:41<00:00,  2.27it/s]\nEpoch 0: |          | 231/? [01:41<00:00,  2.27it/s]\nEpoch 0: |          | 232/? [01:42<00:00,  2.27it/s]\nEpoch 0: |          | 232/? [01:42<00:00,  2.27it/s]\nEpoch 0: |          | 233/? [01:42<00:00,  2.27it/s]\nEpoch 0: |          | 233/? [01:42<00:00,  2.27it/s]\nEpoch 0: |          | 234/? [01:43<00:00,  2.27it/s]\nEpoch 0: |          | 234/? [01:43<00:00,  2.27it/s]\nEpoch 0: |          | 235/? [01:43<00:00,  2.27it/s]\nEpoch 0: |          | 235/? [01:43<00:00,  2.27it/s]\nEpoch 0: |          | 236/? [01:44<00:00,  2.27it/s]\nEpoch 0: |          | 236/? [01:44<00:00,  2.27it/s]\nEpoch 0: |          | 237/? [01:44<00:00,  2.27it/s]\nEpoch 0: |          | 237/? [01:44<00:00,  2.27it/s]\nEpoch 0: |          | 238/? [01:44<00:00,  2.27it/s]\nEpoch 0: |          | 238/? [01:44<00:00,  2.27it/s]\nEpoch 0: |          | 239/? [01:45<00:00,  2.27it/s]\nEpoch 0: |          | 239/? [01:45<00:00,  2.27it/s]\nEpoch 0: |          | 240/? [01:45<00:00,  2.27it/s]\nEpoch 0: |          | 240/? [01:45<00:00,  2.27it/s]\nEpoch 0: |          | 241/? [01:46<00:00,  2.27it/s]\nEpoch 0: |          | 241/? [01:46<00:00,  2.27it/s]\nEpoch 0: |          | 242/? [01:46<00:00,  2.27it/s]\nEpoch 0: |          | 242/? [01:46<00:00,  2.27it/s]\nEpoch 0: |          | 243/? [01:47<00:00,  2.27it/s]\nEpoch 0: |          | 243/? [01:47<00:00,  2.27it/s]\nEpoch 0: |          | 244/? [01:47<00:00,  2.27it/s]\nEpoch 0: |          | 244/? [01:47<00:00,  2.27it/s]\nEpoch 0: |          | 245/? [01:48<00:00,  2.27it/s]\nEpoch 0: |          | 245/? [01:48<00:00,  2.27it/s]\nEpoch 0: |          | 246/? [01:48<00:00,  2.27it/s]\nEpoch 0: |          | 246/? [01:48<00:00,  2.27it/s]\nEpoch 0: |          | 247/? [01:49<00:00,  2.27it/s]\nEpoch 0: |          | 247/? [01:49<00:00,  2.27it/s]\nEpoch 0: |          | 248/? [01:49<00:00,  2.27it/s]\nEpoch 0: |          | 248/? [01:49<00:00,  2.27it/s]\nEpoch 0: |          | 249/? [01:49<00:00,  2.27it/s]\nEpoch 0: |          | 249/? [01:49<00:00,  2.27it/s]\nEpoch 0: |          | 250/? [01:50<00:00,  2.27it/s]\nEpoch 0: |          | 250/? [01:50<00:00,  2.27it/s]\nEpoch 0: |          | 251/? [01:50<00:00,  2.27it/s]\nEpoch 0: |          | 251/? [01:50<00:00,  2.27it/s]\nEpoch 0: |          | 252/? [01:51<00:00,  2.27it/s]\nEpoch 0: |          | 252/? [01:51<00:00,  2.27it/s]\nEpoch 0: |          | 253/? [01:51<00:00,  2.26it/s]\nEpoch 0: |          | 253/? [01:51<00:00,  2.26it/s]\nEpoch 0: |          | 254/? [01:52<00:00,  2.26it/s]\nEpoch 0: |          | 254/? [01:52<00:00,  2.26it/s]\nEpoch 0: |          | 255/? [01:52<00:00,  2.26it/s]\nEpoch 0: |          | 255/? [01:52<00:00,  2.26it/s]\nEpoch 0: |          | 256/? [01:53<00:00,  2.26it/s]\nEpoch 0: |          | 256/? [01:53<00:00,  2.26it/s]\nEpoch 0: |          | 257/? [01:53<00:00,  2.26it/s]\nEpoch 0: |          | 257/? [01:53<00:00,  2.26it/s]\nEpoch 0: |          | 258/? [01:53<00:00,  2.26it/s]\nEpoch 0: |          | 258/? [01:53<00:00,  2.26it/s]\nEpoch 0: |          | 259/? [01:54<00:00,  2.26it/s]\nEpoch 0: |          | 259/? [01:54<00:00,  2.26it/s]\nEpoch 0: |          | 260/? [01:54<00:00,  2.26it/s]\nEpoch 0: |          | 260/? [01:54<00:00,  2.26it/s]\nEpoch 0: |          | 261/? [01:55<00:00,  2.26it/s]\nEpoch 0: |          | 261/? [01:55<00:00,  2.26it/s]\nEpoch 0: |          | 262/? [01:55<00:00,  2.26it/s]\nEpoch 0: |          | 262/? [01:55<00:00,  2.26it/s]\nEpoch 0: |          | 263/? [01:56<00:00,  2.26it/s]\nEpoch 0: |          | 263/? [01:56<00:00,  2.26it/s]\nEpoch 0: |          | 264/? [01:56<00:00,  2.26it/s]\nEpoch 0: |          | 264/? [01:56<00:00,  2.26it/s]\nEpoch 0: |          | 265/? [01:57<00:00,  2.26it/s]\nEpoch 0: |          | 265/? [01:57<00:00,  2.26it/s]\nEpoch 0: |          | 266/? [01:57<00:00,  2.26it/s]\nEpoch 0: |          | 266/? [01:57<00:00,  2.26it/s]\nEpoch 0: |          | 267/? [01:57<00:00,  2.26it/s]\nEpoch 0: |          | 267/? [01:57<00:00,  2.26it/s]\nEpoch 0: |          | 268/? [01:58<00:00,  2.26it/s]\nEpoch 0: |          | 268/? [01:58<00:00,  2.26it/s]\nEpoch 0: |          | 269/? [01:58<00:00,  2.26it/s]\nEpoch 0: |          | 269/? [01:58<00:00,  2.26it/s]\nEpoch 0: |          | 270/? [01:59<00:00,  2.26it/s]\nEpoch 0: |          | 270/? [01:59<00:00,  2.26it/s]\nEpoch 0: |          | 271/? [01:59<00:00,  2.26it/s]\nEpoch 0: |          | 271/? [01:59<00:00,  2.26it/s]\nEpoch 0: |          | 272/? [02:00<00:00,  2.26it/s]\nEpoch 0: |          | 272/? [02:00<00:00,  2.26it/s]\nEpoch 0: |          | 273/? [02:00<00:00,  2.26it/s]\nEpoch 0: |          | 273/? [02:00<00:00,  2.26it/s]\nEpoch 0: |          | 274/? [02:01<00:00,  2.26it/s]\nEpoch 0: |          | 274/? [02:01<00:00,  2.26it/s]\nEpoch 0: |          | 275/? [02:01<00:00,  2.26it/s]\nEpoch 0: |          | 275/? [02:01<00:00,  2.26it/s]\nEpoch 0: |          | 276/? [02:02<00:00,  2.26it/s]\nEpoch 0: |          | 276/? [02:02<00:00,  2.26it/s]\nEpoch 0: |          | 277/? [02:02<00:00,  2.26it/s]\nEpoch 0: |          | 277/? [02:02<00:00,  2.26it/s]\nEpoch 0: |          | 278/? [02:02<00:00,  2.26it/s]\nEpoch 0: |          | 278/? [02:02<00:00,  2.26it/s]\nEpoch 0: |          | 279/? [02:03<00:00,  2.26it/s]\nEpoch 0: |          | 279/? [02:03<00:00,  2.26it/s]\nEpoch 0: |          | 280/? [02:03<00:00,  2.26it/s]\nEpoch 0: |          | 280/? [02:03<00:00,  2.26it/s]\nEpoch 0: |          | 281/? [02:04<00:00,  2.26it/s]\nEpoch 0: |          | 281/? [02:04<00:00,  2.26it/s]\nEpoch 0: |          | 282/? [02:04<00:00,  2.26it/s]\nEpoch 0: |          | 282/? [02:04<00:00,  2.26it/s]\nEpoch 0: |          | 283/? [02:05<00:00,  2.26it/s]\nEpoch 0: |          | 283/? [02:05<00:00,  2.26it/s]\nEpoch 0: |          | 284/? [02:05<00:00,  2.26it/s]\nEpoch 0: |          | 284/? [02:05<00:00,  2.26it/s]\nEpoch 0: |          | 285/? [02:06<00:00,  2.26it/s]\nEpoch 0: |          | 285/? [02:06<00:00,  2.26it/s]\nEpoch 0: |          | 286/? [02:06<00:00,  2.26it/s]\nEpoch 0: |          | 286/? [02:06<00:00,  2.26it/s]\nEpoch 0: |          | 287/? [02:06<00:00,  2.26it/s]\nEpoch 0: |          | 287/? [02:06<00:00,  2.26it/s]\nEpoch 0: |          | 288/? [02:07<00:00,  2.26it/s]\nEpoch 0: |          | 288/? [02:07<00:00,  2.26it/s]\nEpoch 0: |          | 289/? [02:07<00:00,  2.26it/s]\nEpoch 0: |          | 289/? [02:07<00:00,  2.26it/s]\nEpoch 0: |          | 290/? [02:08<00:00,  2.26it/s]\nEpoch 0: |          | 290/? [02:08<00:00,  2.26it/s]\nEpoch 0: |          | 291/? [02:08<00:00,  2.26it/s]\nEpoch 0: |          | 291/? [02:08<00:00,  2.26it/s]\nEpoch 0: |          | 292/? [02:09<00:00,  2.26it/s]\nEpoch 0: |          | 292/? [02:09<00:00,  2.26it/s]\nEpoch 0: |          | 293/? [02:09<00:00,  2.26it/s]\nEpoch 0: |          | 293/? [02:09<00:00,  2.26it/s]\nEpoch 0: |          | 294/? [02:10<00:00,  2.26it/s]\nEpoch 0: |          | 294/? [02:10<00:00,  2.26it/s]\nEpoch 0: |          | 295/? [02:10<00:00,  2.26it/s]\nEpoch 0: |          | 295/? [02:10<00:00,  2.26it/s]\nEpoch 0: |          | 296/? [02:11<00:00,  2.26it/s]\nEpoch 0: |          | 296/? [02:11<00:00,  2.26it/s]\nEpoch 0: |          | 297/? [02:11<00:00,  2.26it/s]\nEpoch 0: |          | 297/? [02:11<00:00,  2.26it/s]\nEpoch 0: |          | 298/? [02:11<00:00,  2.26it/s]\nEpoch 0: |          | 298/? [02:11<00:00,  2.26it/s]\nEpoch 0: |          | 299/? [02:12<00:00,  2.26it/s]\nEpoch 0: |          | 299/? [02:12<00:00,  2.26it/s]\nEpoch 0: |          | 300/? [02:12<00:00,  2.26it/s]\nEpoch 0: |          | 300/? [02:12<00:00,  2.26it/s]\nEpoch 0: |          | 301/? [02:13<00:00,  2.26it/s]\nEpoch 0: |          | 301/? [02:13<00:00,  2.26it/s]\nEpoch 0: |          | 302/? [02:13<00:00,  2.26it/s]\nEpoch 0: |          | 302/? [02:13<00:00,  2.26it/s]\nEpoch 0: |          | 303/? [02:14<00:00,  2.26it/s]\nEpoch 0: |          | 303/? [02:14<00:00,  2.26it/s]\nEpoch 0: |          | 304/? [02:14<00:00,  2.26it/s]\nEpoch 0: |          | 304/? [02:14<00:00,  2.26it/s]\nEpoch 0: |          | 305/? [02:15<00:00,  2.26it/s]\nEpoch 0: |          | 305/? [02:15<00:00,  2.26it/s]\nEpoch 0: |          | 306/? [02:15<00:00,  2.26it/s]\nEpoch 0: |          | 306/? [02:15<00:00,  2.26it/s]\nEpoch 0: |          | 307/? [02:16<00:00,  2.26it/s]\nEpoch 0: |          | 307/? [02:16<00:00,  2.26it/s]\nEpoch 0: |          | 308/? [02:16<00:00,  2.26it/s]\nEpoch 0: |          | 308/? [02:16<00:00,  2.26it/s]\nEpoch 0: |          | 309/? [02:16<00:00,  2.26it/s]\nEpoch 0: |          | 309/? [02:16<00:00,  2.26it/s]\nEpoch 0: |          | 310/? [02:17<00:00,  2.26it/s]\nEpoch 0: |          | 310/? [02:17<00:00,  2.26it/s]\nEpoch 0: |          | 311/? [02:17<00:00,  2.26it/s]\nEpoch 0: |          | 311/? [02:17<00:00,  2.26it/s]\nEpoch 0: |          | 312/? [02:18<00:00,  2.26it/s]\nEpoch 0: |          | 312/? [02:18<00:00,  2.26it/s]\nEpoch 0: |          | 313/? [02:18<00:00,  2.26it/s]\nEpoch 0: |          | 313/? [02:18<00:00,  2.26it/s]\nEpoch 0: |          | 314/? [02:19<00:00,  2.26it/s]\nEpoch 0: |          | 314/? [02:19<00:00,  2.26it/s]\nEpoch 0: |          | 315/? [02:19<00:00,  2.26it/s]\nEpoch 0: |          | 315/? [02:19<00:00,  2.26it/s]\nEpoch 0: |          | 316/? [02:20<00:00,  2.26it/s]\nEpoch 0: |          | 316/? [02:20<00:00,  2.26it/s]\nEpoch 0: |          | 317/? [02:20<00:00,  2.26it/s]\nEpoch 0: |          | 317/? [02:20<00:00,  2.26it/s]\nEpoch 0: |          | 318/? [02:21<00:00,  2.26it/s]\nEpoch 0: |          | 318/? [02:21<00:00,  2.26it/s]\nEpoch 0: |          | 319/? [02:21<00:00,  2.25it/s]\nEpoch 0: |          | 319/? [02:21<00:00,  2.25it/s]\nEpoch 0: |          | 320/? [02:21<00:00,  2.26it/s]\nEpoch 0: |          | 320/? [02:21<00:00,  2.26it/s]\nEpoch 0: |          | 321/? [02:22<00:00,  2.25it/s]\nEpoch 0: |          | 321/? [02:22<00:00,  2.25it/s]\nEpoch 0: |          | 322/? [02:22<00:00,  2.25it/s]\nEpoch 0: |          | 322/? [02:22<00:00,  2.25it/s]\nEpoch 0: |          | 323/? [02:23<00:00,  2.25it/s]\nEpoch 0: |          | 323/? [02:23<00:00,  2.25it/s]\nEpoch 0: |          | 324/? [02:23<00:00,  2.25it/s]\nEpoch 0: |          | 324/? [02:23<00:00,  2.25it/s]\nEpoch 0: |          | 325/? [02:24<00:00,  2.25it/s]\nEpoch 0: |          | 325/? [02:24<00:00,  2.25it/s]\nEpoch 0: |          | 326/? [02:24<00:00,  2.25it/s]\nEpoch 0: |          | 326/? [02:24<00:00,  2.25it/s]\nEpoch 0: |          | 327/? [02:25<00:00,  2.25it/s]\nEpoch 0: |          | 327/? [02:25<00:00,  2.25it/s]\nEpoch 0: |          | 328/? [02:25<00:00,  2.25it/s]\nEpoch 0: |          | 328/? [02:25<00:00,  2.25it/s]\nEpoch 0: |          | 329/? [02:26<00:00,  2.25it/s]\nEpoch 0: |          | 329/? [02:26<00:00,  2.25it/s]\nEpoch 0: |          | 330/? [02:26<00:00,  2.25it/s]\nEpoch 0: |          | 330/? [02:26<00:00,  2.25it/s]\nEpoch 0: |          | 331/? [02:27<00:00,  2.25it/s]\nEpoch 0: |          | 331/? [02:27<00:00,  2.25it/s]\nEpoch 0: |          | 332/? [02:27<00:00,  2.25it/s]\nEpoch 0: |          | 332/? [02:27<00:00,  2.25it/s]\nEpoch 0: |          | 333/? [02:28<00:00,  2.25it/s]\nEpoch 0: |          | 333/? [02:28<00:00,  2.25it/s]\nEpoch 0: |          | 334/? [02:28<00:00,  2.25it/s]\nEpoch 0: |          | 334/? [02:28<00:00,  2.25it/s]\nEpoch 0: |          | 335/? [02:29<00:00,  2.25it/s]\nEpoch 0: |          | 335/? [02:29<00:00,  2.25it/s]\nEpoch 0: |          | 336/? [02:29<00:00,  2.25it/s]\nEpoch 0: |          | 336/? [02:29<00:00,  2.25it/s]\nEpoch 0: |          | 337/? [02:29<00:00,  2.25it/s]\nEpoch 0: |          | 337/? [02:29<00:00,  2.25it/s]\nEpoch 0: |          | 338/? [02:30<00:00,  2.25it/s]\nEpoch 0: |          | 338/? [02:30<00:00,  2.25it/s]\nEpoch 0: |          | 339/? [02:30<00:00,  2.25it/s]\nEpoch 0: |          | 339/? [02:30<00:00,  2.25it/s]\nEpoch 0: |          | 340/? [02:31<00:00,  2.25it/s]\nEpoch 0: |          | 340/? [02:31<00:00,  2.25it/s]\nEpoch 0: |          | 341/? [02:31<00:00,  2.25it/s]\nEpoch 0: |          | 341/? [02:31<00:00,  2.25it/s]\nEpoch 0: |          | 342/? [02:32<00:00,  2.25it/s]\nEpoch 0: |          | 342/? [02:32<00:00,  2.25it/s]\nEpoch 0: |          | 343/? [02:32<00:00,  2.25it/s]\nEpoch 0: |          | 343/? [02:32<00:00,  2.25it/s]\nEpoch 0: |          | 344/? [02:33<00:00,  2.25it/s]\nEpoch 0: |          | 344/? [02:33<00:00,  2.25it/s]\nEpoch 0: |          | 345/? [02:33<00:00,  2.25it/s]\nEpoch 0: |          | 345/? [02:33<00:00,  2.25it/s]\nEpoch 0: |          | 346/? [02:34<00:00,  2.25it/s]\nEpoch 0: |          | 346/? [02:34<00:00,  2.25it/s]\nEpoch 0: |          | 347/? [02:34<00:00,  2.25it/s]\nEpoch 0: |          | 347/? [02:34<00:00,  2.25it/s]\nEpoch 0: |          | 348/? [02:34<00:00,  2.25it/s]\nEpoch 0: |          | 348/? [02:34<00:00,  2.25it/s]\nEpoch 0: |          | 349/? [02:35<00:00,  2.25it/s]\nEpoch 0: |          | 349/? [02:35<00:00,  2.25it/s]\nEpoch 0: |          | 350/? [02:35<00:00,  2.25it/s]\nEpoch 0: |          | 350/? [02:35<00:00,  2.25it/s]\nEpoch 0: |          | 351/? [02:36<00:00,  2.25it/s]\nEpoch 0: |          | 351/? [02:36<00:00,  2.25it/s]\nEpoch 0: |          | 352/? [02:36<00:00,  2.25it/s]\nEpoch 0: |          | 352/? [02:36<00:00,  2.25it/s]\nEpoch 0: |          | 353/? [02:37<00:00,  2.25it/s]\nEpoch 0: |          | 353/? [02:37<00:00,  2.25it/s]\nEpoch 0: |          | 354/? [02:37<00:00,  2.25it/s]\nEpoch 0: |          | 354/? [02:37<00:00,  2.25it/s]\nEpoch 0: |          | 355/? [02:38<00:00,  2.25it/s]\nEpoch 0: |          | 355/? [02:38<00:00,  2.25it/s]\nEpoch 0: |          | 356/? [02:38<00:00,  2.25it/s]\nEpoch 0: |          | 356/? [02:38<00:00,  2.25it/s]\nEpoch 0: |          | 357/? [02:38<00:00,  2.25it/s]\nEpoch 0: |          | 357/? [02:38<00:00,  2.25it/s]\nEpoch 0: |          | 358/? [02:39<00:00,  2.25it/s]\nEpoch 0: |          | 358/? [02:39<00:00,  2.25it/s]\nEpoch 0: |          | 359/? [02:39<00:00,  2.25it/s]\nEpoch 0: |          | 359/? [02:39<00:00,  2.25it/s]\nEpoch 0: |          | 360/? [02:40<00:00,  2.24it/s]\nEpoch 0: |          | 360/? [02:40<00:00,  2.24it/s]\nEpoch 0: |          | 361/? [02:40<00:00,  2.24it/s]\nEpoch 0: |          | 361/? [02:40<00:00,  2.24it/s]\nEpoch 0: |          | 362/? [02:41<00:00,  2.24it/s]\nEpoch 0: |          | 362/? [02:41<00:00,  2.24it/s]\nEpoch 0: |          | 363/? [02:41<00:00,  2.24it/s]\nEpoch 0: |          | 363/? [02:41<00:00,  2.24it/s]\nEpoch 0: |          | 364/? [02:42<00:00,  2.24it/s]\nEpoch 0: |          | 364/? [02:42<00:00,  2.24it/s]\nEpoch 0: |          | 365/? [02:42<00:00,  2.24it/s]\nEpoch 0: |          | 365/? [02:42<00:00,  2.24it/s]\nEpoch 0: |          | 366/? [02:43<00:00,  2.24it/s]\nEpoch 0: |          | 366/? [02:43<00:00,  2.24it/s]\nEpoch 0: |          | 367/? [02:43<00:00,  2.24it/s]\nEpoch 0: |          | 367/? [02:43<00:00,  2.24it/s]\nEpoch 0: |          | 368/? [02:44<00:00,  2.24it/s]\nEpoch 0: |          | 368/? [02:44<00:00,  2.24it/s]\nEpoch 0: |          | 369/? [02:44<00:00,  2.24it/s]\nEpoch 0: |          | 369/? [02:44<00:00,  2.24it/s]\nEpoch 0: |          | 370/? [02:44<00:00,  2.24it/s]\nEpoch 0: |          | 370/? [02:44<00:00,  2.24it/s]\nEpoch 0: |          | 371/? [02:45<00:00,  2.24it/s]\nEpoch 0: |          | 371/? [02:45<00:00,  2.24it/s]\nEpoch 0: |          | 372/? [02:45<00:00,  2.24it/s]\nEpoch 0: |          | 372/? [02:45<00:00,  2.24it/s]\nEpoch 0: |          | 373/? [02:46<00:00,  2.24it/s]\nEpoch 0: |          | 373/? [02:46<00:00,  2.24it/s]\nEpoch 0: |          | 374/? [02:46<00:00,  2.24it/s]\nEpoch 0: |          | 374/? [02:46<00:00,  2.24it/s]\nEpoch 0: |          | 375/? [02:47<00:00,  2.24it/s]\nEpoch 0: |          | 375/? [02:47<00:00,  2.24it/s]\nEpoch 0: |          | 376/? [02:47<00:00,  2.24it/s]\nEpoch 0: |          | 376/? [02:47<00:00,  2.24it/s]\nEpoch 0: |          | 377/? [02:48<00:00,  2.24it/s]\nEpoch 0: |          | 377/? [02:48<00:00,  2.24it/s]\nEpoch 0: |          | 378/? [02:48<00:00,  2.24it/s]\nEpoch 0: |          | 378/? [02:48<00:00,  2.24it/s]\nEpoch 0: |          | 379/? [02:49<00:00,  2.24it/s]\nEpoch 0: |          | 379/? [02:49<00:00,  2.24it/s]\nEpoch 0: |          | 380/? [02:49<00:00,  2.24it/s]\nEpoch 0: |          | 380/? [02:49<00:00,  2.24it/s]\nEpoch 0: |          | 381/? [02:49<00:00,  2.24it/s]\nEpoch 0: |          | 381/? [02:49<00:00,  2.24it/s]\nEpoch 0: |          | 382/? [02:50<00:00,  2.24it/s]\nEpoch 0: |          | 382/? [02:50<00:00,  2.24it/s]\nEpoch 0: |          | 383/? [02:50<00:00,  2.24it/s]\nEpoch 0: |          | 383/? [02:50<00:00,  2.24it/s]\nEpoch 0: |          | 384/? [02:51<00:00,  2.24it/s]\nEpoch 0: |          | 384/? [02:51<00:00,  2.24it/s]\nEpoch 0: |          | 385/? [02:51<00:00,  2.24it/s]\nEpoch 0: |          | 385/? [02:51<00:00,  2.24it/s]\nEpoch 0: |          | 386/? [02:52<00:00,  2.24it/s]\nEpoch 0: |          | 386/? [02:52<00:00,  2.24it/s]\nEpoch 0: |          | 387/? [02:52<00:00,  2.24it/s]\nEpoch 0: |          | 387/? [02:52<00:00,  2.24it/s]\nEpoch 0: |          | 388/? [02:53<00:00,  2.24it/s]\nEpoch 0: |          | 388/? [02:53<00:00,  2.24it/s]\nEpoch 0: |          | 389/? [02:53<00:00,  2.24it/s]\nEpoch 0: |          | 389/? [02:53<00:00,  2.24it/s]\nEpoch 0: |          | 390/? [02:54<00:00,  2.24it/s]\nEpoch 0: |          | 390/? [02:54<00:00,  2.24it/s]\nEpoch 0: |          | 391/? [02:54<00:00,  2.24it/s]\nEpoch 0: |          | 391/? [02:54<00:00,  2.24it/s]\nEpoch 0: |          | 392/? [02:54<00:00,  2.24it/s]\nEpoch 0: |          | 392/? [02:54<00:00,  2.24it/s]\nEpoch 0: |          | 393/? [02:55<00:00,  2.24it/s]\nEpoch 0: |          | 393/? [02:55<00:00,  2.24it/s]\nEpoch 0: |          | 394/? [02:55<00:00,  2.24it/s]\nEpoch 0: |          | 394/? [02:55<00:00,  2.24it/s]\nEpoch 0: |          | 395/? [02:56<00:00,  2.24it/s]\nEpoch 0: |          | 395/? [02:56<00:00,  2.24it/s]\nEpoch 0: |          | 396/? [02:56<00:00,  2.24it/s]\nEpoch 0: |          | 396/? [02:56<00:00,  2.24it/s]\nEpoch 0: |          | 397/? [02:57<00:00,  2.24it/s]\nEpoch 0: |          | 397/? [02:57<00:00,  2.24it/s]\nEpoch 0: |          | 398/? [02:57<00:00,  2.24it/s]\nEpoch 0: |          | 398/? [02:57<00:00,  2.24it/s]\nEpoch 0: |          | 399/? [02:58<00:00,  2.24it/s]\nEpoch 0: |          | 399/? [02:58<00:00,  2.24it/s]\nEpoch 0: |          | 400/? [02:58<00:00,  2.24it/s]\nEpoch 0: |          | 400/? [02:58<00:00,  2.24it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  3.15it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  3.17it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  3.15it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  3.16it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 400/? [02:59<00:00,  2.22it/s]\nEpoch 0: |          | 401/? [03:00<00:00,  2.22it/s]\nEpoch 0: |          | 401/? [03:00<00:00,  2.22it/s]\nEpoch 0: |          | 402/? [03:00<00:00,  2.22it/s]\nEpoch 0: |          | 402/? [03:00<00:00,  2.22it/s]\nEpoch 0: |          | 403/? [03:01<00:00,  2.22it/s]\nEpoch 0: |          | 403/? [03:01<00:00,  2.22it/s]\nEpoch 0: |          | 404/? [03:01<00:00,  2.22it/s]\nEpoch 0: |          | 404/? [03:01<00:00,  2.22it/s]\nEpoch 0: |          | 405/? [03:02<00:00,  2.22it/s]\nEpoch 0: |          | 405/? [03:02<00:00,  2.22it/s]\nEpoch 0: |          | 406/? [03:02<00:00,  2.22it/s]\nEpoch 0: |          | 406/? [03:02<00:00,  2.22it/s]\nEpoch 0: |          | 407/? [03:03<00:00,  2.22it/s]\nEpoch 0: |          | 407/? [03:03<00:00,  2.22it/s]\nEpoch 0: |          | 408/? [03:03<00:00,  2.22it/s]\nEpoch 0: |          | 408/? [03:03<00:00,  2.22it/s]\nEpoch 0: |          | 409/? [03:04<00:00,  2.22it/s]\nEpoch 0: |          | 409/? [03:04<00:00,  2.22it/s]\nEpoch 0: |          | 410/? [03:04<00:00,  2.22it/s]\nEpoch 0: |          | 410/? [03:04<00:00,  2.22it/s]\nEpoch 0: |          | 411/? [03:04<00:00,  2.22it/s]\nEpoch 0: |          | 411/? [03:04<00:00,  2.22it/s]\nEpoch 0: |          | 412/? [03:05<00:00,  2.22it/s]\nEpoch 0: |          | 412/? [03:05<00:00,  2.22it/s]\nEpoch 0: |          | 413/? [03:05<00:00,  2.22it/s]\nEpoch 0: |          | 413/? [03:05<00:00,  2.22it/s]\nEpoch 0: |          | 414/? [03:06<00:00,  2.22it/s]\nEpoch 0: |          | 414/? [03:06<00:00,  2.22it/s]\nEpoch 0: |          | 415/? [03:06<00:00,  2.22it/s]\nEpoch 0: |          | 415/? [03:06<00:00,  2.22it/s]\nEpoch 0: |          | 416/? [03:07<00:00,  2.22it/s]\nEpoch 0: |          | 416/? [03:07<00:00,  2.22it/s]\nEpoch 0: |          | 417/? [03:07<00:00,  2.22it/s]\nEpoch 0: |          | 417/? [03:07<00:00,  2.22it/s]\nEpoch 0: |          | 418/? [03:08<00:00,  2.22it/s]\nEpoch 0: |          | 418/? [03:08<00:00,  2.22it/s]\nEpoch 0: |          | 419/? [03:08<00:00,  2.22it/s]\nEpoch 0: |          | 419/? [03:08<00:00,  2.22it/s]\nEpoch 0: |          | 420/? [03:09<00:00,  2.22it/s]\nEpoch 0: |          | 420/? [03:09<00:00,  2.22it/s]\nEpoch 0: |          | 421/? [03:09<00:00,  2.22it/s]\nEpoch 0: |          | 421/? [03:09<00:00,  2.22it/s]\nEpoch 0: |          | 422/? [03:09<00:00,  2.22it/s]\nEpoch 0: |          | 422/? [03:09<00:00,  2.22it/s]\nEpoch 0: |          | 423/? [03:10<00:00,  2.22it/s]\nEpoch 0: |          | 423/? [03:10<00:00,  2.22it/s]\nEpoch 0: |          | 424/? [03:10<00:00,  2.22it/s]\nEpoch 0: |          | 424/? [03:10<00:00,  2.22it/s]\nEpoch 0: |          | 425/? [03:11<00:00,  2.22it/s]\nEpoch 0: |          | 425/? [03:11<00:00,  2.22it/s]\nEpoch 0: |          | 426/? [03:11<00:00,  2.22it/s]\nEpoch 0: |          | 426/? [03:11<00:00,  2.22it/s]\nEpoch 0: |          | 427/? [03:12<00:00,  2.22it/s]\nEpoch 0: |          | 427/? [03:12<00:00,  2.22it/s]\nEpoch 0: |          | 428/? [03:12<00:00,  2.22it/s]\nEpoch 0: |          | 428/? [03:12<00:00,  2.22it/s]\nEpoch 0: |          | 429/? [03:13<00:00,  2.22it/s]\nEpoch 0: |          | 429/? [03:13<00:00,  2.22it/s]\nEpoch 0: |          | 430/? [03:13<00:00,  2.22it/s]\nEpoch 0: |          | 430/? [03:13<00:00,  2.22it/s]\nEpoch 0: |          | 431/? [03:14<00:00,  2.22it/s]\nEpoch 0: |          | 431/? [03:14<00:00,  2.22it/s]\nEpoch 0: |          | 432/? [03:14<00:00,  2.22it/s]\nEpoch 0: |          | 432/? [03:14<00:00,  2.22it/s]\nEpoch 0: |          | 433/? [03:15<00:00,  2.22it/s]\nEpoch 0: |          | 433/? [03:15<00:00,  2.22it/s]\nEpoch 0: |          | 434/? [03:15<00:00,  2.22it/s]\nEpoch 0: |          | 434/? [03:15<00:00,  2.22it/s]\nEpoch 0: |          | 435/? [03:15<00:00,  2.22it/s]\nEpoch 0: |          | 435/? [03:15<00:00,  2.22it/s]\nEpoch 0: |          | 436/? [03:16<00:00,  2.22it/s]\nEpoch 0: |          | 436/? [03:16<00:00,  2.22it/s]\nEpoch 0: |          | 437/? [03:16<00:00,  2.22it/s]\nEpoch 0: |          | 437/? [03:16<00:00,  2.22it/s]\nEpoch 0: |          | 438/? [03:17<00:00,  2.22it/s]\nEpoch 0: |          | 438/? [03:17<00:00,  2.22it/s]\nEpoch 0: |          | 439/? [03:17<00:00,  2.22it/s]\nEpoch 0: |          | 439/? [03:17<00:00,  2.22it/s]\nEpoch 0: |          | 440/? [03:18<00:00,  2.22it/s]\nEpoch 0: |          | 440/? [03:18<00:00,  2.22it/s]\nEpoch 0: |          | 441/? [03:18<00:00,  2.22it/s]\nEpoch 0: |          | 441/? [03:18<00:00,  2.22it/s]\nEpoch 0: |          | 442/? [03:19<00:00,  2.22it/s]\nEpoch 0: |          | 442/? [03:19<00:00,  2.22it/s]\nEpoch 0: |          | 443/? [03:19<00:00,  2.22it/s]\nEpoch 0: |          | 443/? [03:19<00:00,  2.22it/s]\nEpoch 0: |          | 444/? [03:20<00:00,  2.22it/s]\nEpoch 0: |          | 444/? [03:20<00:00,  2.22it/s]\nEpoch 0: |          | 445/? [03:20<00:00,  2.22it/s]\nEpoch 0: |          | 445/? [03:20<00:00,  2.22it/s]\nEpoch 0: |          | 446/? [03:21<00:00,  2.22it/s]\nEpoch 0: |          | 446/? [03:21<00:00,  2.22it/s]\nEpoch 0: |          | 447/? [03:21<00:00,  2.22it/s]\nEpoch 0: |          | 447/? [03:21<00:00,  2.22it/s]\nEpoch 0: |          | 448/? [03:21<00:00,  2.22it/s]\nEpoch 0: |          | 448/? [03:21<00:00,  2.22it/s]\nEpoch 0: |          | 449/? [03:22<00:00,  2.22it/s]\nEpoch 0: |          | 449/? [03:22<00:00,  2.22it/s]\nEpoch 0: |          | 450/? [03:22<00:00,  2.22it/s]\nEpoch 0: |          | 450/? [03:22<00:00,  2.22it/s]\nEpoch 0: |          | 451/? [03:23<00:00,  2.22it/s]\nEpoch 0: |          | 451/? [03:23<00:00,  2.22it/s]\nEpoch 0: |          | 452/? [03:23<00:00,  2.22it/s]\nEpoch 0: |          | 452/? [03:23<00:00,  2.22it/s]\nEpoch 0: |          | 453/? [03:24<00:00,  2.22it/s]\nEpoch 0: |          | 453/? [03:24<00:00,  2.22it/s]\nEpoch 0: |          | 454/? [03:24<00:00,  2.22it/s]\nEpoch 0: |          | 454/? [03:24<00:00,  2.22it/s]\nEpoch 0: |          | 455/? [03:25<00:00,  2.22it/s]\nEpoch 0: |          | 455/? [03:25<00:00,  2.22it/s]\nEpoch 0: |          | 456/? [03:25<00:00,  2.22it/s]\nEpoch 0: |          | 456/? [03:25<00:00,  2.22it/s]\nEpoch 0: |          | 457/? [03:26<00:00,  2.22it/s]\nEpoch 0: |          | 457/? [03:26<00:00,  2.22it/s]\nEpoch 0: |          | 458/? [03:26<00:00,  2.22it/s]\nEpoch 0: |          | 458/? [03:26<00:00,  2.22it/s]\nEpoch 0: |          | 459/? [03:27<00:00,  2.22it/s]\nEpoch 0: |          | 459/? [03:27<00:00,  2.22it/s]\nEpoch 0: |          | 460/? [03:27<00:00,  2.22it/s]\nEpoch 0: |          | 460/? [03:27<00:00,  2.22it/s]\nEpoch 0: |          | 461/? [03:27<00:00,  2.22it/s]\nEpoch 0: |          | 461/? [03:27<00:00,  2.22it/s]\nEpoch 0: |          | 462/? [03:28<00:00,  2.22it/s]\nEpoch 0: |          | 462/? [03:28<00:00,  2.22it/s]\nEpoch 0: |          | 463/? [03:28<00:00,  2.22it/s]\nEpoch 0: |          | 463/? [03:28<00:00,  2.22it/s]\nEpoch 0: |          | 464/? [03:29<00:00,  2.22it/s]\nEpoch 0: |          | 464/? [03:29<00:00,  2.22it/s]\nEpoch 0: |          | 465/? [03:29<00:00,  2.22it/s]\nEpoch 0: |          | 465/? [03:29<00:00,  2.22it/s]\nEpoch 0: |          | 466/? [03:30<00:00,  2.22it/s]\nEpoch 0: |          | 466/? [03:30<00:00,  2.22it/s]\nEpoch 0: |          | 467/? [03:30<00:00,  2.22it/s]\nEpoch 0: |          | 467/? [03:30<00:00,  2.22it/s]\nEpoch 0: |          | 468/? [03:31<00:00,  2.22it/s]\nEpoch 0: |          | 468/? [03:31<00:00,  2.22it/s]\nEpoch 0: |          | 469/? [03:31<00:00,  2.22it/s]\nEpoch 0: |          | 469/? [03:31<00:00,  2.22it/s]\nEpoch 0: |          | 470/? [03:32<00:00,  2.22it/s]\nEpoch 0: |          | 470/? [03:32<00:00,  2.22it/s]\nEpoch 0: |          | 471/? [03:32<00:00,  2.22it/s]\nEpoch 0: |          | 471/? [03:32<00:00,  2.22it/s]\nEpoch 0: |          | 472/? [03:32<00:00,  2.22it/s]\nEpoch 0: |          | 472/? [03:32<00:00,  2.22it/s]\nEpoch 0: |          | 473/? [03:33<00:00,  2.22it/s]\nEpoch 0: |          | 473/? [03:33<00:00,  2.22it/s]\nEpoch 0: |          | 474/? [03:33<00:00,  2.22it/s]\nEpoch 0: |          | 474/? [03:33<00:00,  2.22it/s]\nEpoch 0: |          | 475/? [03:34<00:00,  2.22it/s]\nEpoch 0: |          | 475/? [03:34<00:00,  2.22it/s]\nEpoch 0: |          | 476/? [03:34<00:00,  2.22it/s]\nEpoch 0: |          | 476/? [03:34<00:00,  2.22it/s]\nEpoch 0: |          | 477/? [03:35<00:00,  2.22it/s]\nEpoch 0: |          | 477/? [03:35<00:00,  2.22it/s]\nEpoch 0: |          | 478/? [03:35<00:00,  2.22it/s]\nEpoch 0: |          | 478/? [03:35<00:00,  2.22it/s]\nEpoch 0: |          | 479/? [03:36<00:00,  2.22it/s]\nEpoch 0: |          | 479/? [03:36<00:00,  2.22it/s]\nEpoch 0: |          | 480/? [03:36<00:00,  2.22it/s]\nEpoch 0: |          | 480/? [03:36<00:00,  2.22it/s]\nEpoch 0: |          | 481/? [03:37<00:00,  2.22it/s]\nEpoch 0: |          | 481/? [03:37<00:00,  2.22it/s]\nEpoch 0: |          | 482/? [03:37<00:00,  2.22it/s]\nEpoch 0: |          | 482/? [03:37<00:00,  2.22it/s]\nEpoch 0: |          | 483/? [03:38<00:00,  2.22it/s]\nEpoch 0: |          | 483/? [03:38<00:00,  2.22it/s]\nEpoch 0: |          | 484/? [03:38<00:00,  2.22it/s]\nEpoch 0: |          | 484/? [03:38<00:00,  2.22it/s]\nEpoch 0: |          | 485/? [03:38<00:00,  2.22it/s]\nEpoch 0: |          | 485/? [03:38<00:00,  2.22it/s]\nEpoch 0: |          | 486/? [03:39<00:00,  2.22it/s]\nEpoch 0: |          | 486/? [03:39<00:00,  2.22it/s]\nEpoch 0: |          | 487/? [03:39<00:00,  2.22it/s]\nEpoch 0: |          | 487/? [03:39<00:00,  2.22it/s]\nEpoch 0: |          | 488/? [03:40<00:00,  2.22it/s]\nEpoch 0: |          | 488/? [03:40<00:00,  2.22it/s]\nEpoch 0: |          | 489/? [03:40<00:00,  2.22it/s]\nEpoch 0: |          | 489/? [03:40<00:00,  2.22it/s]\nEpoch 0: |          | 490/? [03:41<00:00,  2.22it/s]\nEpoch 0: |          | 490/? [03:41<00:00,  2.22it/s]\nEpoch 0: |          | 491/? [03:41<00:00,  2.22it/s]\nEpoch 0: |          | 491/? [03:41<00:00,  2.22it/s]\nEpoch 0: |          | 492/? [03:42<00:00,  2.22it/s]\nEpoch 0: |          | 492/? [03:42<00:00,  2.22it/s]\nEpoch 0: |          | 493/? [03:42<00:00,  2.22it/s]\nEpoch 0: |          | 493/? [03:42<00:00,  2.22it/s]\nEpoch 0: |          | 494/? [03:42<00:00,  2.22it/s]\nEpoch 0: |          | 494/? [03:42<00:00,  2.22it/s]\nEpoch 0: |          | 495/? [03:43<00:00,  2.22it/s]\nEpoch 0: |          | 495/? [03:43<00:00,  2.22it/s]\nEpoch 0: |          | 496/? [03:43<00:00,  2.22it/s]\nEpoch 0: |          | 496/? [03:43<00:00,  2.22it/s]\nEpoch 0: |          | 497/? [03:44<00:00,  2.22it/s]\nEpoch 0: |          | 497/? [03:44<00:00,  2.22it/s]\nEpoch 0: |          | 498/? [03:44<00:00,  2.22it/s]\nEpoch 0: |          | 498/? [03:44<00:00,  2.22it/s]\nEpoch 0: |          | 499/? [03:45<00:00,  2.22it/s]\nEpoch 0: |          | 499/? [03:45<00:00,  2.22it/s]\nEpoch 0: |          | 500/? [03:45<00:00,  2.22it/s]\nEpoch 0: |          | 500/? [03:45<00:00,  2.22it/s]\nEpoch 0: |          | 501/? [03:46<00:00,  2.22it/s]\nEpoch 0: |          | 501/? [03:46<00:00,  2.22it/s]\nEpoch 0: |          | 502/? [03:46<00:00,  2.22it/s]\nEpoch 0: |          | 502/? [03:46<00:00,  2.22it/s]\nEpoch 0: |          | 503/? [03:47<00:00,  2.22it/s]\nEpoch 0: |          | 503/? [03:47<00:00,  2.22it/s]\nEpoch 0: |          | 504/? [03:47<00:00,  2.22it/s]\nEpoch 0: |          | 504/? [03:47<00:00,  2.22it/s]\nEpoch 0: |          | 505/? [03:47<00:00,  2.22it/s]\nEpoch 0: |          | 505/? [03:47<00:00,  2.22it/s]\nEpoch 0: |          | 506/? [03:48<00:00,  2.22it/s]\nEpoch 0: |          | 506/? [03:48<00:00,  2.22it/s]\nEpoch 0: |          | 507/? [03:48<00:00,  2.22it/s]\nEpoch 0: |          | 507/? [03:48<00:00,  2.22it/s]\nEpoch 0: |          | 508/? [03:49<00:00,  2.22it/s]\nEpoch 0: |          | 508/? [03:49<00:00,  2.22it/s]\nEpoch 0: |          | 509/? [03:49<00:00,  2.22it/s]\nEpoch 0: |          | 509/? [03:49<00:00,  2.22it/s]\nEpoch 0: |          | 510/? [03:50<00:00,  2.22it/s]\nEpoch 0: |          | 510/? [03:50<00:00,  2.22it/s]\nEpoch 0: |          | 511/? [03:50<00:00,  2.22it/s]\nEpoch 0: |          | 511/? [03:50<00:00,  2.22it/s]\nEpoch 0: |          | 512/? [03:51<00:00,  2.22it/s]\nEpoch 0: |          | 512/? [03:51<00:00,  2.22it/s]\nEpoch 0: |          | 513/? [03:51<00:00,  2.22it/s]\nEpoch 0: |          | 513/? [03:51<00:00,  2.22it/s]\nEpoch 0: |          | 514/? [03:52<00:00,  2.21it/s]\nEpoch 0: |          | 514/? [03:52<00:00,  2.21it/s]\nEpoch 0: |          | 515/? [03:52<00:00,  2.22it/s]\nEpoch 0: |          | 515/? [03:52<00:00,  2.22it/s]\nEpoch 0: |          | 516/? [03:52<00:00,  2.22it/s]\nEpoch 0: |          | 516/? [03:52<00:00,  2.22it/s]\nEpoch 0: |          | 517/? [03:53<00:00,  2.22it/s]\nEpoch 0: |          | 517/? [03:53<00:00,  2.22it/s]\nEpoch 0: |          | 518/? [03:53<00:00,  2.22it/s]\nEpoch 0: |          | 518/? [03:53<00:00,  2.22it/s]\nEpoch 0: |          | 519/? [03:54<00:00,  2.21it/s]\nEpoch 0: |          | 519/? [03:54<00:00,  2.21it/s]\nEpoch 0: |          | 520/? [03:54<00:00,  2.21it/s]\nEpoch 0: |          | 520/? [03:54<00:00,  2.21it/s]\nEpoch 0: |          | 521/? [03:55<00:00,  2.21it/s]\nEpoch 0: |          | 521/? [03:55<00:00,  2.21it/s]\nEpoch 0: |          | 522/? [03:55<00:00,  2.22it/s]\nEpoch 0: |          | 522/? [03:55<00:00,  2.22it/s]\nEpoch 0: |          | 523/? [03:56<00:00,  2.21it/s]\nEpoch 0: |          | 523/? [03:56<00:00,  2.21it/s]\nEpoch 0: |          | 524/? [03:56<00:00,  2.21it/s]\nEpoch 0: |          | 524/? [03:56<00:00,  2.21it/s]\nEpoch 0: |          | 525/? [03:57<00:00,  2.21it/s]\nEpoch 0: |          | 525/? [03:57<00:00,  2.21it/s]\nEpoch 0: |          | 526/? [03:57<00:00,  2.21it/s]\nEpoch 0: |          | 526/? [03:57<00:00,  2.21it/s]\nEpoch 0: |          | 527/? [03:57<00:00,  2.21it/s]\nEpoch 0: |          | 527/? [03:57<00:00,  2.21it/s]\nEpoch 0: |          | 528/? [03:58<00:00,  2.21it/s]\nEpoch 0: |          | 528/? [03:58<00:00,  2.21it/s]\nEpoch 0: |          | 529/? [03:58<00:00,  2.21it/s]\nEpoch 0: |          | 529/? [03:58<00:00,  2.21it/s]\nEpoch 0: |          | 530/? [03:59<00:00,  2.21it/s]\nEpoch 0: |          | 530/? [03:59<00:00,  2.21it/s]\nEpoch 0: |          | 531/? [03:59<00:00,  2.21it/s]\nEpoch 0: |          | 531/? [03:59<00:00,  2.21it/s]\nEpoch 0: |          | 532/? [04:00<00:00,  2.21it/s]\nEpoch 0: |          | 532/? [04:00<00:00,  2.21it/s]\nEpoch 0: |          | 533/? [04:00<00:00,  2.21it/s]\nEpoch 0: |          | 533/? [04:00<00:00,  2.21it/s]\nEpoch 0: |          | 534/? [04:01<00:00,  2.21it/s]\nEpoch 0: |          | 534/? [04:01<00:00,  2.21it/s]\nEpoch 0: |          | 535/? [04:01<00:00,  2.21it/s]\nEpoch 0: |          | 535/? [04:01<00:00,  2.21it/s]\nEpoch 0: |          | 536/? [04:02<00:00,  2.21it/s]\nEpoch 0: |          | 536/? [04:02<00:00,  2.21it/s]\nEpoch 0: |          | 537/? [04:02<00:00,  2.21it/s]\nEpoch 0: |          | 537/? [04:02<00:00,  2.21it/s]\nEpoch 0: |          | 538/? [04:02<00:00,  2.21it/s]\nEpoch 0: |          | 538/? [04:02<00:00,  2.21it/s]\nEpoch 0: |          | 539/? [04:03<00:00,  2.21it/s]\nEpoch 0: |          | 539/? [04:03<00:00,  2.21it/s]\nEpoch 0: |          | 540/? [04:03<00:00,  2.21it/s]\nEpoch 0: |          | 540/? [04:03<00:00,  2.21it/s]\nEpoch 0: |          | 541/? [04:04<00:00,  2.21it/s]\nEpoch 0: |          | 541/? [04:04<00:00,  2.21it/s]\nEpoch 0: |          | 542/? [04:04<00:00,  2.21it/s]\nEpoch 0: |          | 542/? [04:04<00:00,  2.21it/s]\nEpoch 0: |          | 543/? [04:05<00:00,  2.21it/s]\nEpoch 0: |          | 543/? [04:05<00:00,  2.21it/s]\nEpoch 0: |          | 544/? [04:05<00:00,  2.21it/s]\nEpoch 0: |          | 544/? [04:05<00:00,  2.21it/s]\nEpoch 0: |          | 545/? [04:06<00:00,  2.21it/s]\nEpoch 0: |          | 545/? [04:06<00:00,  2.21it/s]\nEpoch 0: |          | 546/? [04:06<00:00,  2.21it/s]\nEpoch 0: |          | 546/? [04:06<00:00,  2.21it/s]\nEpoch 0: |          | 547/? [04:07<00:00,  2.21it/s]\nEpoch 0: |          | 547/? [04:07<00:00,  2.21it/s]\nEpoch 0: |          | 548/? [04:07<00:00,  2.21it/s]\nEpoch 0: |          | 548/? [04:07<00:00,  2.21it/s]\nEpoch 0: |          | 549/? [04:07<00:00,  2.21it/s]\nEpoch 0: |          | 549/? [04:07<00:00,  2.21it/s]\nEpoch 0: |          | 550/? [04:08<00:00,  2.21it/s]\nEpoch 0: |          | 550/? [04:08<00:00,  2.21it/s]\nEpoch 0: |          | 551/? [04:08<00:00,  2.21it/s]\nEpoch 0: |          | 551/? [04:08<00:00,  2.21it/s]\nEpoch 0: |          | 552/? [04:09<00:00,  2.21it/s]\nEpoch 0: |          | 552/? [04:09<00:00,  2.21it/s]\nEpoch 0: |          | 553/? [04:09<00:00,  2.21it/s]\nEpoch 0: |          | 553/? [04:09<00:00,  2.21it/s]\nEpoch 0: |          | 554/? [04:10<00:00,  2.21it/s]\nEpoch 0: |          | 554/? [04:10<00:00,  2.21it/s]\nEpoch 0: |          | 555/? [04:10<00:00,  2.21it/s]\nEpoch 0: |          | 555/? [04:10<00:00,  2.21it/s]\nEpoch 0: |          | 556/? [04:11<00:00,  2.21it/s]\nEpoch 0: |          | 556/? [04:11<00:00,  2.21it/s]\nEpoch 0: |          | 557/? [04:11<00:00,  2.21it/s]\nEpoch 0: |          | 557/? [04:11<00:00,  2.21it/s]\nEpoch 0: |          | 558/? [04:12<00:00,  2.21it/s]\nEpoch 0: |          | 558/? [04:12<00:00,  2.21it/s]\nEpoch 0: |          | 559/? [04:12<00:00,  2.21it/s]\nEpoch 0: |          | 559/? [04:12<00:00,  2.21it/s]\nEpoch 0: |          | 560/? [04:12<00:00,  2.21it/s]\nEpoch 0: |          | 560/? [04:12<00:00,  2.21it/s]\nEpoch 0: |          | 561/? [04:13<00:00,  2.21it/s]\nEpoch 0: |          | 561/? [04:13<00:00,  2.21it/s]\nEpoch 0: |          | 562/? [04:13<00:00,  2.21it/s]\nEpoch 0: |          | 562/? [04:13<00:00,  2.21it/s]\nEpoch 0: |          | 563/? [04:14<00:00,  2.21it/s]\nEpoch 0: |          | 563/? [04:14<00:00,  2.21it/s]\nEpoch 0: |          | 564/? [04:14<00:00,  2.21it/s]\nEpoch 0: |          | 564/? [04:14<00:00,  2.21it/s]\nEpoch 0: |          | 565/? [04:15<00:00,  2.21it/s]\nEpoch 0: |          | 565/? [04:15<00:00,  2.21it/s]\nEpoch 0: |          | 566/? [04:15<00:00,  2.21it/s]\nEpoch 0: |          | 566/? [04:15<00:00,  2.21it/s]\nEpoch 0: |          | 567/? [04:16<00:00,  2.21it/s]\nEpoch 0: |          | 567/? [04:16<00:00,  2.21it/s]\nEpoch 0: |          | 568/? [04:16<00:00,  2.21it/s]\nEpoch 0: |          | 568/? [04:16<00:00,  2.21it/s]\nEpoch 0: |          | 569/? [04:17<00:00,  2.21it/s]\nEpoch 0: |          | 569/? [04:17<00:00,  2.21it/s]\nEpoch 0: |          | 570/? [04:17<00:00,  2.21it/s]\nEpoch 0: |          | 570/? [04:17<00:00,  2.21it/s]\nEpoch 0: |          | 571/? [04:17<00:00,  2.21it/s]\nEpoch 0: |          | 571/? [04:17<00:00,  2.21it/s]\nEpoch 0: |          | 572/? [04:18<00:00,  2.21it/s]\nEpoch 0: |          | 572/? [04:18<00:00,  2.21it/s]\nEpoch 0: |          | 573/? [04:18<00:00,  2.21it/s]\nEpoch 0: |          | 573/? [04:18<00:00,  2.21it/s]\nEpoch 0: |          | 574/? [04:19<00:00,  2.21it/s]\nEpoch 0: |          | 574/? [04:19<00:00,  2.21it/s]\nEpoch 0: |          | 575/? [04:19<00:00,  2.21it/s]\nEpoch 0: |          | 575/? [04:19<00:00,  2.21it/s]\nEpoch 0: |          | 576/? [04:20<00:00,  2.21it/s]\nEpoch 0: |          | 576/? [04:20<00:00,  2.21it/s]\nEpoch 0: |          | 577/? [04:20<00:00,  2.21it/s]\nEpoch 0: |          | 577/? [04:20<00:00,  2.21it/s]\nEpoch 0: |          | 578/? [04:21<00:00,  2.21it/s]\nEpoch 0: |          | 578/? [04:21<00:00,  2.21it/s]\nEpoch 0: |          | 579/? [04:21<00:00,  2.21it/s]\nEpoch 0: |          | 579/? [04:21<00:00,  2.21it/s]\nEpoch 0: |          | 580/? [04:22<00:00,  2.21it/s]\nEpoch 0: |          | 580/? [04:22<00:00,  2.21it/s]\nEpoch 0: |          | 581/? [04:22<00:00,  2.21it/s]\nEpoch 0: |          | 581/? [04:22<00:00,  2.21it/s]\nEpoch 0: |          | 582/? [04:22<00:00,  2.21it/s]\nEpoch 0: |          | 582/? [04:22<00:00,  2.21it/s]\nEpoch 0: |          | 583/? [04:23<00:00,  2.21it/s]\nEpoch 0: |          | 583/? [04:23<00:00,  2.21it/s]\nEpoch 0: |          | 584/? [04:23<00:00,  2.21it/s]\nEpoch 0: |          | 584/? [04:23<00:00,  2.21it/s]\nEpoch 0: |          | 585/? [04:24<00:00,  2.21it/s]\nEpoch 0: |          | 585/? [04:24<00:00,  2.21it/s]\nEpoch 0: |          | 586/? [04:24<00:00,  2.21it/s]\nEpoch 0: |          | 586/? [04:24<00:00,  2.21it/s]\nEpoch 0: |          | 587/? [04:25<00:00,  2.21it/s]\nEpoch 0: |          | 587/? [04:25<00:00,  2.21it/s]\nEpoch 0: |          | 588/? [04:25<00:00,  2.21it/s]\nEpoch 0: |          | 588/? [04:25<00:00,  2.21it/s]\nEpoch 0: |          | 589/? [04:26<00:00,  2.21it/s]\nEpoch 0: |          | 589/? [04:26<00:00,  2.21it/s]\nEpoch 0: |          | 590/? [04:26<00:00,  2.21it/s]\nEpoch 0: |          | 590/? [04:26<00:00,  2.21it/s]\nEpoch 0: |          | 591/? [04:26<00:00,  2.21it/s]\nEpoch 0: |          | 591/? [04:26<00:00,  2.21it/s]\nEpoch 0: |          | 592/? [04:27<00:00,  2.21it/s]\nEpoch 0: |          | 592/? [04:27<00:00,  2.21it/s]\nEpoch 0: |          | 593/? [04:27<00:00,  2.21it/s]\nEpoch 0: |          | 593/? [04:27<00:00,  2.21it/s]\nEpoch 0: |          | 594/? [04:28<00:00,  2.21it/s]\nEpoch 0: |          | 594/? [04:28<00:00,  2.21it/s]\nEpoch 0: |          | 595/? [04:28<00:00,  2.21it/s]\nEpoch 0: |          | 595/? [04:28<00:00,  2.21it/s]\nEpoch 0: |          | 596/? [04:29<00:00,  2.21it/s]\nEpoch 0: |          | 596/? [04:29<00:00,  2.21it/s]\nEpoch 0: |          | 597/? [04:29<00:00,  2.21it/s]\nEpoch 0: |          | 597/? [04:29<00:00,  2.21it/s]\nEpoch 0: |          | 598/? [04:30<00:00,  2.21it/s]\nEpoch 0: |          | 598/? [04:30<00:00,  2.21it/s]\nEpoch 0: |          | 599/? [04:30<00:00,  2.21it/s]\nEpoch 0: |          | 599/? [04:30<00:00,  2.21it/s]\nEpoch 0: |          | 600/? [04:30<00:00,  2.21it/s]\nEpoch 0: |          | 600/? [04:30<00:00,  2.21it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  3.05it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  3.00it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  3.01it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  3.03it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 600/? [04:32<00:00,  2.20it/s]\nEpoch 0: |          | 601/? [04:32<00:00,  2.20it/s]\nEpoch 0: |          | 601/? [04:32<00:00,  2.20it/s]\nEpoch 0: |          | 602/? [04:33<00:00,  2.20it/s]\nEpoch 0: |          | 602/? [04:33<00:00,  2.20it/s]\nEpoch 0: |          | 603/? [04:33<00:00,  2.20it/s]\nEpoch 0: |          | 603/? [04:33<00:00,  2.20it/s]\nEpoch 0: |          | 604/? [04:34<00:00,  2.20it/s]\nEpoch 0: |          | 604/? [04:34<00:00,  2.20it/s]\nEpoch 0: |          | 605/? [04:34<00:00,  2.20it/s]\nEpoch 0: |          | 605/? [04:34<00:00,  2.20it/s]\nEpoch 0: |          | 606/? [04:34<00:00,  2.20it/s]\nEpoch 0: |          | 606/? [04:34<00:00,  2.20it/s]\nEpoch 0: |          | 607/? [04:35<00:00,  2.20it/s]\nEpoch 0: |          | 607/? [04:35<00:00,  2.20it/s]\nEpoch 0: |          | 608/? [04:35<00:00,  2.20it/s]\nEpoch 0: |          | 608/? [04:35<00:00,  2.20it/s]\nEpoch 0: |          | 609/? [04:36<00:00,  2.20it/s]\nEpoch 0: |          | 609/? [04:36<00:00,  2.20it/s]\nEpoch 0: |          | 610/? [04:36<00:00,  2.20it/s]\nEpoch 0: |          | 610/? [04:36<00:00,  2.20it/s]\nEpoch 0: |          | 611/? [04:37<00:00,  2.20it/s]\nEpoch 0: |          | 611/? [04:37<00:00,  2.20it/s]\nEpoch 0: |          | 612/? [04:37<00:00,  2.20it/s]\nEpoch 0: |          | 612/? [04:37<00:00,  2.20it/s]\nEpoch 0: |          | 613/? [04:38<00:00,  2.20it/s]\nEpoch 0: |          | 613/? [04:38<00:00,  2.20it/s]\nEpoch 0: |          | 614/? [04:38<00:00,  2.20it/s]\nEpoch 0: |          | 614/? [04:38<00:00,  2.20it/s]\nEpoch 0: |          | 615/? [04:39<00:00,  2.20it/s]\nEpoch 0: |          | 615/? [04:39<00:00,  2.20it/s]\nEpoch 0: |          | 616/? [04:39<00:00,  2.20it/s]\nEpoch 0: |          | 616/? [04:39<00:00,  2.20it/s]\nEpoch 0: |          | 617/? [04:39<00:00,  2.20it/s]\nEpoch 0: |          | 617/? [04:39<00:00,  2.20it/s]\nEpoch 0: |          | 618/? [04:40<00:00,  2.20it/s]\nEpoch 0: |          | 618/? [04:40<00:00,  2.20it/s]\nEpoch 0: |          | 619/? [04:40<00:00,  2.20it/s]\nEpoch 0: |          | 619/? [04:40<00:00,  2.20it/s]\nEpoch 0: |          | 620/? [04:41<00:00,  2.20it/s]\nEpoch 0: |          | 620/? [04:41<00:00,  2.20it/s]\nEpoch 0: |          | 621/? [04:41<00:00,  2.20it/s]\nEpoch 0: |          | 621/? [04:41<00:00,  2.20it/s]\nEpoch 0: |          | 622/? [04:42<00:00,  2.20it/s]\nEpoch 0: |          | 622/? [04:42<00:00,  2.20it/s]\nEpoch 0: |          | 623/? [04:42<00:00,  2.20it/s]\nEpoch 0: |          | 623/? [04:42<00:00,  2.20it/s]\nEpoch 0: |          | 624/? [04:43<00:00,  2.20it/s]\nEpoch 0: |          | 624/? [04:43<00:00,  2.20it/s]\nEpoch 0: |          | 625/? [04:43<00:00,  2.20it/s]\nEpoch 0: |          | 625/? [04:43<00:00,  2.20it/s]\nEpoch 0: |          | 626/? [04:43<00:00,  2.20it/s]\nEpoch 0: |          | 626/? [04:43<00:00,  2.20it/s]\nEpoch 0: |          | 627/? [04:44<00:00,  2.20it/s]\nEpoch 0: |          | 627/? [04:44<00:00,  2.20it/s]\nEpoch 0: |          | 628/? [04:44<00:00,  2.20it/s]\nEpoch 0: |          | 628/? [04:44<00:00,  2.20it/s]\nEpoch 0: |          | 629/? [04:45<00:00,  2.20it/s]\nEpoch 0: |          | 629/? [04:45<00:00,  2.20it/s]\nEpoch 0: |          | 630/? [04:45<00:00,  2.20it/s]\nEpoch 0: |          | 630/? [04:45<00:00,  2.20it/s]\nEpoch 0: |          | 631/? [04:46<00:00,  2.20it/s]\nEpoch 0: |          | 631/? [04:46<00:00,  2.20it/s]\nEpoch 0: |          | 632/? [04:46<00:00,  2.20it/s]\nEpoch 0: |          | 632/? [04:46<00:00,  2.20it/s]\nEpoch 0: |          | 633/? [04:47<00:00,  2.20it/s]\nEpoch 0: |          | 633/? [04:47<00:00,  2.20it/s]\nEpoch 0: |          | 634/? [04:47<00:00,  2.20it/s]\nEpoch 0: |          | 634/? [04:47<00:00,  2.20it/s]\nEpoch 0: |          | 635/? [04:47<00:00,  2.20it/s]\nEpoch 0: |          | 635/? [04:47<00:00,  2.20it/s]\nEpoch 0: |          | 636/? [04:48<00:00,  2.20it/s]\nEpoch 0: |          | 636/? [04:48<00:00,  2.20it/s]\nEpoch 0: |          | 637/? [04:48<00:00,  2.20it/s]\nEpoch 0: |          | 637/? [04:48<00:00,  2.20it/s]\nEpoch 0: |          | 638/? [04:49<00:00,  2.20it/s]\nEpoch 0: |          | 638/? [04:49<00:00,  2.20it/s]\nEpoch 0: |          | 639/? [04:49<00:00,  2.20it/s]\nEpoch 0: |          | 639/? [04:49<00:00,  2.20it/s]\nEpoch 0: |          | 640/? [04:50<00:00,  2.20it/s]\nEpoch 0: |          | 640/? [04:50<00:00,  2.20it/s]\nEpoch 0: |          | 641/? [04:50<00:00,  2.20it/s]\nEpoch 0: |          | 641/? [04:50<00:00,  2.20it/s]\nEpoch 0: |          | 642/? [04:51<00:00,  2.20it/s]\nEpoch 0: |          | 642/? [04:51<00:00,  2.20it/s]\nEpoch 0: |          | 643/? [04:51<00:00,  2.20it/s]\nEpoch 0: |          | 643/? [04:51<00:00,  2.20it/s]\nEpoch 0: |          | 644/? [04:52<00:00,  2.20it/s]\nEpoch 0: |          | 644/? [04:52<00:00,  2.20it/s]\nEpoch 0: |          | 645/? [04:52<00:00,  2.20it/s]\nEpoch 0: |          | 645/? [04:52<00:00,  2.20it/s]\nEpoch 0: |          | 646/? [04:52<00:00,  2.20it/s]\nEpoch 0: |          | 646/? [04:52<00:00,  2.20it/s]\nEpoch 0: |          | 647/? [04:53<00:00,  2.20it/s]\nEpoch 0: |          | 647/? [04:53<00:00,  2.20it/s]\nEpoch 0: |          | 648/? [04:53<00:00,  2.20it/s]\nEpoch 0: |          | 648/? [04:53<00:00,  2.20it/s]\nEpoch 0: |          | 649/? [04:54<00:00,  2.20it/s]\nEpoch 0: |          | 649/? [04:54<00:00,  2.20it/s]\nEpoch 0: |          | 650/? [04:54<00:00,  2.20it/s]\nEpoch 0: |          | 650/? [04:54<00:00,  2.20it/s]\nEpoch 0: |          | 651/? [04:55<00:00,  2.20it/s]\nEpoch 0: |          | 651/? [04:55<00:00,  2.20it/s]\nEpoch 0: |          | 652/? [04:55<00:00,  2.21it/s]\nEpoch 0: |          | 652/? [04:55<00:00,  2.20it/s]\nEpoch 0: |          | 653/? [04:56<00:00,  2.20it/s]\nEpoch 0: |          | 653/? [04:56<00:00,  2.20it/s]\nEpoch 0: |          | 654/? [04:56<00:00,  2.21it/s]\nEpoch 0: |          | 654/? [04:56<00:00,  2.21it/s]\nEpoch 0: |          | 655/? [04:57<00:00,  2.21it/s]\nEpoch 0: |          | 655/? [04:57<00:00,  2.21it/s]\nEpoch 0: |          | 656/? [04:57<00:00,  2.21it/s]\nEpoch 0: |          | 656/? [04:57<00:00,  2.21it/s]\nEpoch 0: |          | 657/? [04:57<00:00,  2.21it/s]\nEpoch 0: |          | 657/? [04:57<00:00,  2.21it/s]\nEpoch 0: |          | 658/? [04:58<00:00,  2.21it/s]\nEpoch 0: |          | 658/? [04:58<00:00,  2.21it/s]\nEpoch 0: |          | 659/? [04:58<00:00,  2.21it/s]\nEpoch 0: |          | 659/? [04:58<00:00,  2.21it/s]\nEpoch 0: |          | 660/? [04:59<00:00,  2.21it/s]\nEpoch 0: |          | 660/? [04:59<00:00,  2.21it/s]\nEpoch 0: |          | 661/? [04:59<00:00,  2.21it/s]\nEpoch 0: |          | 661/? [04:59<00:00,  2.21it/s]\nEpoch 0: |          | 662/? [05:00<00:00,  2.21it/s]\nEpoch 0: |          | 662/? [05:00<00:00,  2.21it/s]\nEpoch 0: |          | 663/? [05:00<00:00,  2.21it/s]\nEpoch 0: |          | 663/? [05:00<00:00,  2.21it/s]\nEpoch 0: |          | 664/? [05:01<00:00,  2.21it/s]\nEpoch 0: |          | 664/? [05:01<00:00,  2.21it/s]\nEpoch 0: |          | 665/? [05:01<00:00,  2.21it/s]\nEpoch 0: |          | 665/? [05:01<00:00,  2.21it/s]\nEpoch 0: |          | 666/? [05:01<00:00,  2.21it/s]\nEpoch 0: |          | 666/? [05:01<00:00,  2.21it/s]\nEpoch 0: |          | 667/? [05:02<00:00,  2.21it/s]\nEpoch 0: |          | 667/? [05:02<00:00,  2.21it/s]\nEpoch 0: |          | 668/? [05:02<00:00,  2.21it/s]\nEpoch 0: |          | 668/? [05:02<00:00,  2.21it/s]\nEpoch 0: |          | 669/? [05:03<00:00,  2.21it/s]\nEpoch 0: |          | 669/? [05:03<00:00,  2.21it/s]\nEpoch 0: |          | 670/? [05:03<00:00,  2.21it/s]\nEpoch 0: |          | 670/? [05:03<00:00,  2.21it/s]\nEpoch 0: |          | 671/? [05:04<00:00,  2.21it/s]\nEpoch 0: |          | 671/? [05:04<00:00,  2.21it/s]\nEpoch 0: |          | 672/? [05:04<00:00,  2.21it/s]\nEpoch 0: |          | 672/? [05:04<00:00,  2.21it/s]\nEpoch 0: |          | 673/? [05:05<00:00,  2.21it/s]\nEpoch 0: |          | 673/? [05:05<00:00,  2.21it/s]\nEpoch 0: |          | 674/? [05:05<00:00,  2.21it/s]\nEpoch 0: |          | 674/? [05:05<00:00,  2.21it/s]\nEpoch 0: |          | 675/? [05:05<00:00,  2.21it/s]\nEpoch 0: |          | 675/? [05:05<00:00,  2.21it/s]\nEpoch 0: |          | 676/? [05:06<00:00,  2.21it/s]\nEpoch 0: |          | 676/? [05:06<00:00,  2.21it/s]\nEpoch 0: |          | 677/? [05:06<00:00,  2.21it/s]\nEpoch 0: |          | 677/? [05:06<00:00,  2.21it/s]\nEpoch 0: |          | 678/? [05:07<00:00,  2.21it/s]\nEpoch 0: |          | 678/? [05:07<00:00,  2.21it/s]\nEpoch 0: |          | 679/? [05:07<00:00,  2.21it/s]\nEpoch 0: |          | 679/? [05:07<00:00,  2.21it/s]\nEpoch 0: |          | 680/? [05:08<00:00,  2.21it/s]\nEpoch 0: |          | 680/? [05:08<00:00,  2.21it/s]\nEpoch 0: |          | 681/? [05:08<00:00,  2.21it/s]\nEpoch 0: |          | 681/? [05:08<00:00,  2.21it/s]\nEpoch 0: |          | 682/? [05:09<00:00,  2.21it/s]\nEpoch 0: |          | 682/? [05:09<00:00,  2.21it/s]\nEpoch 0: |          | 683/? [05:09<00:00,  2.21it/s]\nEpoch 0: |          | 683/? [05:09<00:00,  2.21it/s]\nEpoch 0: |          | 684/? [05:09<00:00,  2.21it/s]\nEpoch 0: |          | 684/? [05:09<00:00,  2.21it/s]\nEpoch 0: |          | 685/? [05:10<00:00,  2.21it/s]\nEpoch 0: |          | 685/? [05:10<00:00,  2.21it/s]\nEpoch 0: |          | 686/? [05:10<00:00,  2.21it/s]\nEpoch 0: |          | 686/? [05:10<00:00,  2.21it/s]\nEpoch 0: |          | 687/? [05:11<00:00,  2.21it/s]\nEpoch 0: |          | 687/? [05:11<00:00,  2.21it/s]\nEpoch 0: |          | 688/? [05:11<00:00,  2.21it/s]\nEpoch 0: |          | 688/? [05:11<00:00,  2.21it/s]\nEpoch 0: |          | 689/? [05:12<00:00,  2.21it/s]\nEpoch 0: |          | 689/? [05:12<00:00,  2.21it/s]\nEpoch 0: |          | 690/? [05:12<00:00,  2.21it/s]\nEpoch 0: |          | 690/? [05:12<00:00,  2.21it/s]\nEpoch 0: |          | 691/? [05:13<00:00,  2.21it/s]\nEpoch 0: |          | 691/? [05:13<00:00,  2.21it/s]\nEpoch 0: |          | 692/? [05:13<00:00,  2.21it/s]\nEpoch 0: |          | 692/? [05:13<00:00,  2.21it/s]\nEpoch 0: |          | 693/? [05:13<00:00,  2.21it/s]\nEpoch 0: |          | 693/? [05:13<00:00,  2.21it/s]\nEpoch 0: |          | 694/? [05:14<00:00,  2.21it/s]\nEpoch 0: |          | 694/? [05:14<00:00,  2.21it/s]\nEpoch 0: |          | 695/? [05:14<00:00,  2.21it/s]\nEpoch 0: |          | 695/? [05:14<00:00,  2.21it/s]\nEpoch 0: |          | 696/? [05:15<00:00,  2.21it/s]\nEpoch 0: |          | 696/? [05:15<00:00,  2.21it/s]\nEpoch 0: |          | 697/? [05:15<00:00,  2.21it/s]\nEpoch 0: |          | 697/? [05:15<00:00,  2.21it/s]\nEpoch 0: |          | 698/? [05:16<00:00,  2.21it/s]\nEpoch 0: |          | 698/? [05:16<00:00,  2.21it/s]\nEpoch 0: |          | 699/? [05:16<00:00,  2.21it/s]\nEpoch 0: |          | 699/? [05:16<00:00,  2.21it/s]\nEpoch 0: |          | 700/? [05:17<00:00,  2.21it/s]\nEpoch 0: |          | 700/? [05:17<00:00,  2.21it/s]\nEpoch 0: |          | 701/? [05:17<00:00,  2.21it/s]\nEpoch 0: |          | 701/? [05:17<00:00,  2.21it/s]\nEpoch 0: |          | 702/? [05:17<00:00,  2.21it/s]\nEpoch 0: |          | 702/? [05:17<00:00,  2.21it/s]\nEpoch 0: |          | 703/? [05:18<00:00,  2.21it/s]\nEpoch 0: |          | 703/? [05:18<00:00,  2.21it/s]\nEpoch 0: |          | 704/? [05:18<00:00,  2.21it/s]\nEpoch 0: |          | 704/? [05:18<00:00,  2.21it/s]\nEpoch 0: |          | 705/? [05:19<00:00,  2.21it/s]\nEpoch 0: |          | 705/? [05:19<00:00,  2.21it/s]\nEpoch 0: |          | 706/? [05:19<00:00,  2.21it/s]\nEpoch 0: |          | 706/? [05:19<00:00,  2.21it/s]\nEpoch 0: |          | 707/? [05:20<00:00,  2.21it/s]\nEpoch 0: |          | 707/? [05:20<00:00,  2.21it/s]\nEpoch 0: |          | 708/? [05:20<00:00,  2.21it/s]\nEpoch 0: |          | 708/? [05:20<00:00,  2.21it/s]\nEpoch 0: |          | 709/? [05:21<00:00,  2.21it/s]\nEpoch 0: |          | 709/? [05:21<00:00,  2.21it/s]\nEpoch 0: |          | 710/? [05:21<00:00,  2.21it/s]\nEpoch 0: |          | 710/? [05:21<00:00,  2.21it/s]\nEpoch 0: |          | 711/? [05:21<00:00,  2.21it/s]\nEpoch 0: |          | 711/? [05:21<00:00,  2.21it/s]\nEpoch 0: |          | 712/? [05:22<00:00,  2.21it/s]\nEpoch 0: |          | 712/? [05:22<00:00,  2.21it/s]\nEpoch 0: |          | 713/? [05:22<00:00,  2.21it/s]\nEpoch 0: |          | 713/? [05:22<00:00,  2.21it/s]\nEpoch 0: |          | 714/? [05:23<00:00,  2.21it/s]\nEpoch 0: |          | 714/? [05:23<00:00,  2.21it/s]\nEpoch 0: |          | 715/? [05:23<00:00,  2.21it/s]\nEpoch 0: |          | 715/? [05:23<00:00,  2.21it/s]\nEpoch 0: |          | 716/? [05:24<00:00,  2.21it/s]\nEpoch 0: |          | 716/? [05:24<00:00,  2.21it/s]\nEpoch 0: |          | 717/? [05:24<00:00,  2.21it/s]\nEpoch 0: |          | 717/? [05:24<00:00,  2.21it/s]\nEpoch 0: |          | 718/? [05:25<00:00,  2.21it/s]\nEpoch 0: |          | 718/? [05:25<00:00,  2.21it/s]\nEpoch 0: |          | 719/? [05:25<00:00,  2.21it/s]\nEpoch 0: |          | 719/? [05:25<00:00,  2.21it/s]\nEpoch 0: |          | 720/? [05:25<00:00,  2.21it/s]\nEpoch 0: |          | 720/? [05:25<00:00,  2.21it/s]\nEpoch 0: |          | 721/? [05:26<00:00,  2.21it/s]\nEpoch 0: |          | 721/? [05:26<00:00,  2.21it/s]\nEpoch 0: |          | 722/? [05:26<00:00,  2.21it/s]\nEpoch 0: |          | 722/? [05:26<00:00,  2.21it/s]\nEpoch 0: |          | 723/? [05:27<00:00,  2.21it/s]\nEpoch 0: |          | 723/? [05:27<00:00,  2.21it/s]\nEpoch 0: |          | 724/? [05:27<00:00,  2.21it/s]\nEpoch 0: |          | 724/? [05:27<00:00,  2.21it/s]\nEpoch 0: |          | 725/? [05:28<00:00,  2.21it/s]\nEpoch 0: |          | 725/? [05:28<00:00,  2.21it/s]\nEpoch 0: |          | 726/? [05:28<00:00,  2.21it/s]\nEpoch 0: |          | 726/? [05:28<00:00,  2.21it/s]\nEpoch 0: |          | 727/? [05:29<00:00,  2.21it/s]\nEpoch 0: |          | 727/? [05:29<00:00,  2.21it/s]\nEpoch 0: |          | 728/? [05:29<00:00,  2.21it/s]\nEpoch 0: |          | 728/? [05:29<00:00,  2.21it/s]\nEpoch 0: |          | 729/? [05:29<00:00,  2.21it/s]\nEpoch 0: |          | 729/? [05:29<00:00,  2.21it/s]\nEpoch 0: |          | 730/? [05:30<00:00,  2.21it/s]\nEpoch 0: |          | 730/? [05:30<00:00,  2.21it/s]\nEpoch 0: |          | 731/? [05:30<00:00,  2.21it/s]\nEpoch 0: |          | 731/? [05:30<00:00,  2.21it/s]\nEpoch 0: |          | 732/? [05:31<00:00,  2.21it/s]\nEpoch 0: |          | 732/? [05:31<00:00,  2.21it/s]\nEpoch 0: |          | 733/? [05:31<00:00,  2.21it/s]\nEpoch 0: |          | 733/? [05:31<00:00,  2.21it/s]\nEpoch 0: |          | 734/? [05:32<00:00,  2.21it/s]\nEpoch 0: |          | 734/? [05:32<00:00,  2.21it/s]\nEpoch 0: |          | 735/? [05:32<00:00,  2.21it/s]\nEpoch 0: |          | 735/? [05:32<00:00,  2.21it/s]\nEpoch 0: |          | 736/? [05:33<00:00,  2.21it/s]\nEpoch 0: |          | 736/? [05:33<00:00,  2.21it/s]\nEpoch 0: |          | 737/? [05:33<00:00,  2.21it/s]\nEpoch 0: |          | 737/? [05:33<00:00,  2.21it/s]\nEpoch 0: |          | 738/? [05:33<00:00,  2.21it/s]\nEpoch 0: |          | 738/? [05:33<00:00,  2.21it/s]\nEpoch 0: |          | 739/? [05:34<00:00,  2.21it/s]\nEpoch 0: |          | 739/? [05:34<00:00,  2.21it/s]\nEpoch 0: |          | 740/? [05:34<00:00,  2.21it/s]\nEpoch 0: |          | 740/? [05:34<00:00,  2.21it/s]\nEpoch 0: |          | 741/? [05:35<00:00,  2.21it/s]\nEpoch 0: |          | 741/? [05:35<00:00,  2.21it/s]\nEpoch 0: |          | 742/? [05:35<00:00,  2.21it/s]\nEpoch 0: |          | 742/? [05:35<00:00,  2.21it/s]\nEpoch 0: |          | 743/? [05:36<00:00,  2.21it/s]\nEpoch 0: |          | 743/? [05:36<00:00,  2.21it/s]\nEpoch 0: |          | 744/? [05:36<00:00,  2.21it/s]\nEpoch 0: |          | 744/? [05:36<00:00,  2.21it/s]\nEpoch 0: |          | 745/? [05:37<00:00,  2.21it/s]\nEpoch 0: |          | 745/? [05:37<00:00,  2.21it/s]\nEpoch 0: |          | 746/? [05:37<00:00,  2.21it/s]\nEpoch 0: |          | 746/? [05:37<00:00,  2.21it/s]\nEpoch 0: |          | 747/? [05:37<00:00,  2.21it/s]\nEpoch 0: |          | 747/? [05:37<00:00,  2.21it/s]\nEpoch 0: |          | 748/? [05:38<00:00,  2.21it/s]\nEpoch 0: |          | 748/? [05:38<00:00,  2.21it/s]\nEpoch 0: |          | 749/? [05:38<00:00,  2.21it/s]\nEpoch 0: |          | 749/? [05:38<00:00,  2.21it/s]\nEpoch 0: |          | 750/? [05:39<00:00,  2.21it/s]\nEpoch 0: |          | 750/? [05:39<00:00,  2.21it/s]\nEpoch 0: |          | 751/? [05:39<00:00,  2.21it/s]\nEpoch 0: |          | 751/? [05:39<00:00,  2.21it/s]\nEpoch 0: |          | 752/? [05:40<00:00,  2.21it/s]\nEpoch 0: |          | 752/? [05:40<00:00,  2.21it/s]\nEpoch 0: |          | 753/? [05:40<00:00,  2.21it/s]\nEpoch 0: |          | 753/? [05:40<00:00,  2.21it/s]\nEpoch 0: |          | 754/? [05:40<00:00,  2.21it/s]\nEpoch 0: |          | 754/? [05:40<00:00,  2.21it/s]\nEpoch 0: |          | 755/? [05:41<00:00,  2.21it/s]\nEpoch 0: |          | 755/? [05:41<00:00,  2.21it/s]\nEpoch 0: |          | 756/? [05:41<00:00,  2.21it/s]\nEpoch 0: |          | 756/? [05:41<00:00,  2.21it/s]\nEpoch 0: |          | 757/? [05:42<00:00,  2.21it/s]\nEpoch 0: |          | 757/? [05:42<00:00,  2.21it/s]\nEpoch 0: |          | 758/? [05:42<00:00,  2.21it/s]\nEpoch 0: |          | 758/? [05:42<00:00,  2.21it/s]\nEpoch 0: |          | 759/? [05:43<00:00,  2.21it/s]\nEpoch 0: |          | 759/? [05:43<00:00,  2.21it/s]\nEpoch 0: |          | 760/? [05:43<00:00,  2.21it/s]\nEpoch 0: |          | 760/? [05:43<00:00,  2.21it/s]\nEpoch 0: |          | 761/? [05:43<00:00,  2.21it/s]\nEpoch 0: |          | 761/? [05:43<00:00,  2.21it/s]\nEpoch 0: |          | 762/? [05:44<00:00,  2.21it/s]\nEpoch 0: |          | 762/? [05:44<00:00,  2.21it/s]\nEpoch 0: |          | 763/? [05:44<00:00,  2.21it/s]\nEpoch 0: |          | 763/? [05:44<00:00,  2.21it/s]\nEpoch 0: |          | 764/? [05:45<00:00,  2.21it/s]\nEpoch 0: |          | 764/? [05:45<00:00,  2.21it/s]\nEpoch 0: |          | 765/? [05:45<00:00,  2.21it/s]\nEpoch 0: |          | 765/? [05:45<00:00,  2.21it/s]\nEpoch 0: |          | 766/? [05:46<00:00,  2.21it/s]\nEpoch 0: |          | 766/? [05:46<00:00,  2.21it/s]\nEpoch 0: |          | 767/? [05:46<00:00,  2.21it/s]\nEpoch 0: |          | 767/? [05:46<00:00,  2.21it/s]\nEpoch 0: |          | 768/? [05:47<00:00,  2.21it/s]\nEpoch 0: |          | 768/? [05:47<00:00,  2.21it/s]\nEpoch 0: |          | 769/? [05:47<00:00,  2.21it/s]\nEpoch 0: |          | 769/? [05:47<00:00,  2.21it/s]\nEpoch 0: |          | 770/? [05:47<00:00,  2.21it/s]\nEpoch 0: |          | 770/? [05:47<00:00,  2.21it/s]\nEpoch 0: |          | 771/? [05:48<00:00,  2.21it/s]\nEpoch 0: |          | 771/? [05:48<00:00,  2.21it/s]\nEpoch 0: |          | 772/? [05:48<00:00,  2.21it/s]\nEpoch 0: |          | 772/? [05:48<00:00,  2.21it/s]\nEpoch 0: |          | 773/? [05:49<00:00,  2.21it/s]\nEpoch 0: |          | 773/? [05:49<00:00,  2.21it/s]\nEpoch 0: |          | 774/? [05:49<00:00,  2.21it/s]\nEpoch 0: |          | 774/? [05:49<00:00,  2.21it/s]\nEpoch 0: |          | 775/? [05:50<00:00,  2.21it/s]\nEpoch 0: |          | 775/? [05:50<00:00,  2.21it/s]\nEpoch 0: |          | 776/? [05:50<00:00,  2.21it/s]\nEpoch 0: |          | 776/? [05:50<00:00,  2.21it/s]\nEpoch 0: |          | 777/? [05:50<00:00,  2.21it/s]\nEpoch 0: |          | 777/? [05:50<00:00,  2.21it/s]\nEpoch 0: |          | 778/? [05:51<00:00,  2.21it/s]\nEpoch 0: |          | 778/? [05:51<00:00,  2.21it/s]\nEpoch 0: |          | 779/? [05:51<00:00,  2.21it/s]\nEpoch 0: |          | 779/? [05:51<00:00,  2.21it/s]\nEpoch 0: |          | 780/? [05:52<00:00,  2.21it/s]\nEpoch 0: |          | 780/? [05:52<00:00,  2.21it/s]\nEpoch 0: |          | 781/? [05:52<00:00,  2.21it/s]\nEpoch 0: |          | 781/? [05:52<00:00,  2.21it/s]\nEpoch 0: |          | 782/? [05:53<00:00,  2.21it/s]\nEpoch 0: |          | 782/? [05:53<00:00,  2.21it/s]\nEpoch 0: |          | 783/? [05:53<00:00,  2.21it/s]\nEpoch 0: |          | 783/? [05:53<00:00,  2.21it/s]\nEpoch 0: |          | 784/? [05:53<00:00,  2.21it/s]\nEpoch 0: |          | 784/? [05:53<00:00,  2.21it/s]\nEpoch 0: |          | 785/? [05:54<00:00,  2.21it/s]\nEpoch 0: |          | 785/? [05:54<00:00,  2.21it/s]\nEpoch 0: |          | 786/? [05:54<00:00,  2.21it/s]\nEpoch 0: |          | 786/? [05:54<00:00,  2.21it/s]\nEpoch 0: |          | 787/? [05:55<00:00,  2.21it/s]\nEpoch 0: |          | 787/? [05:55<00:00,  2.21it/s]\nEpoch 0: |          | 788/? [05:55<00:00,  2.22it/s]\nEpoch 0: |          | 788/? [05:55<00:00,  2.22it/s]\nEpoch 0: |          | 789/? [05:56<00:00,  2.22it/s]\nEpoch 0: |          | 789/? [05:56<00:00,  2.22it/s]\nEpoch 0: |          | 790/? [05:56<00:00,  2.22it/s]\nEpoch 0: |          | 790/? [05:56<00:00,  2.22it/s]\nEpoch 0: |          | 791/? [05:57<00:00,  2.22it/s]\nEpoch 0: |          | 791/? [05:57<00:00,  2.22it/s]\nEpoch 0: |          | 792/? [05:57<00:00,  2.22it/s]\nEpoch 0: |          | 792/? [05:57<00:00,  2.22it/s]\nEpoch 0: |          | 793/? [05:57<00:00,  2.22it/s]\nEpoch 0: |          | 793/? [05:57<00:00,  2.22it/s]\nEpoch 0: |          | 794/? [05:58<00:00,  2.22it/s]\nEpoch 0: |          | 794/? [05:58<00:00,  2.22it/s]\nEpoch 0: |          | 795/? [05:58<00:00,  2.22it/s]\nEpoch 0: |          | 795/? [05:58<00:00,  2.22it/s]\nEpoch 0: |          | 796/? [05:59<00:00,  2.22it/s]\nEpoch 0: |          | 796/? [05:59<00:00,  2.22it/s]\nEpoch 0: |          | 797/? [05:59<00:00,  2.22it/s]\nEpoch 0: |          | 797/? [05:59<00:00,  2.22it/s]\nEpoch 0: |          | 798/? [06:00<00:00,  2.22it/s]\nEpoch 0: |          | 798/? [06:00<00:00,  2.22it/s]\nEpoch 0: |          | 799/? [06:00<00:00,  2.22it/s]\nEpoch 0: |          | 799/? [06:00<00:00,  2.22it/s]\nEpoch 0: |          | 800/? [06:00<00:00,  2.22it/s]\nEpoch 0: |          | 800/? [06:00<00:00,  2.22it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  3.31it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  3.32it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  3.30it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  3.32it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 800/? [06:02<00:00,  2.21it/s]\nEpoch 0: |          | 801/? [06:02<00:00,  2.21it/s]\nEpoch 0: |          | 801/? [06:02<00:00,  2.21it/s]\nEpoch 0: |          | 802/? [06:03<00:00,  2.21it/s]\nEpoch 0: |          | 802/? [06:03<00:00,  2.21it/s]\nEpoch 0: |          | 803/? [06:03<00:00,  2.21it/s]\nEpoch 0: |          | 803/? [06:03<00:00,  2.21it/s]\nEpoch 0: |          | 804/? [06:03<00:00,  2.21it/s]\nEpoch 0: |          | 804/? [06:03<00:00,  2.21it/s]\nEpoch 0: |          | 805/? [06:04<00:00,  2.21it/s]\nEpoch 0: |          | 805/? [06:04<00:00,  2.21it/s]\nEpoch 0: |          | 806/? [06:04<00:00,  2.21it/s]\nEpoch 0: |          | 806/? [06:04<00:00,  2.21it/s]\nEpoch 0: |          | 807/? [06:05<00:00,  2.21it/s]\nEpoch 0: |          | 807/? [06:05<00:00,  2.21it/s]\nEpoch 0: |          | 808/? [06:05<00:00,  2.21it/s]\nEpoch 0: |          | 808/? [06:05<00:00,  2.21it/s]\nEpoch 0: |          | 809/? [06:06<00:00,  2.21it/s]\nEpoch 0: |          | 809/? [06:06<00:00,  2.21it/s]\nEpoch 0: |          | 810/? [06:06<00:00,  2.21it/s]\nEpoch 0: |          | 810/? [06:06<00:00,  2.21it/s]\nEpoch 0: |          | 811/? [06:06<00:00,  2.21it/s]\nEpoch 0: |          | 811/? [06:06<00:00,  2.21it/s]\nEpoch 0: |          | 812/? [06:07<00:00,  2.21it/s]\nEpoch 0: |          | 812/? [06:07<00:00,  2.21it/s]\nEpoch 0: |          | 813/? [06:07<00:00,  2.21it/s]\nEpoch 0: |          | 813/? [06:07<00:00,  2.21it/s]\nEpoch 0: |          | 814/? [06:08<00:00,  2.21it/s]\nEpoch 0: |          | 814/? [06:08<00:00,  2.21it/s]\nEpoch 0: |          | 815/? [06:08<00:00,  2.21it/s]\nEpoch 0: |          | 815/? [06:08<00:00,  2.21it/s]\nEpoch 0: |          | 816/? [06:09<00:00,  2.21it/s]\nEpoch 0: |          | 816/? [06:09<00:00,  2.21it/s]\nEpoch 0: |          | 817/? [06:09<00:00,  2.21it/s]\nEpoch 0: |          | 817/? [06:09<00:00,  2.21it/s]\nEpoch 0: |          | 818/? [06:09<00:00,  2.21it/s]\nEpoch 0: |          | 818/? [06:09<00:00,  2.21it/s]\nEpoch 0: |          | 819/? [06:10<00:00,  2.21it/s]\nEpoch 0: |          | 819/? [06:10<00:00,  2.21it/s]\nEpoch 0: |          | 820/? [06:10<00:00,  2.21it/s]\nEpoch 0: |          | 820/? [06:10<00:00,  2.21it/s]\nEpoch 0: |          | 821/? [06:11<00:00,  2.21it/s]\nEpoch 0: |          | 821/? [06:11<00:00,  2.21it/s]\nEpoch 0: |          | 822/? [06:11<00:00,  2.21it/s]\nEpoch 0: |          | 822/? [06:11<00:00,  2.21it/s]\nEpoch 0: |          | 823/? [06:12<00:00,  2.21it/s]\nEpoch 0: |          | 823/? [06:12<00:00,  2.21it/s]\nEpoch 0: |          | 824/? [06:12<00:00,  2.21it/s]\nEpoch 0: |          | 824/? [06:12<00:00,  2.21it/s]\nEpoch 0: |          | 825/? [06:12<00:00,  2.21it/s]\nEpoch 0: |          | 825/? [06:12<00:00,  2.21it/s]\nEpoch 0: |          | 826/? [06:13<00:00,  2.21it/s]\nEpoch 0: |          | 826/? [06:13<00:00,  2.21it/s]\nEpoch 0: |          | 827/? [06:13<00:00,  2.21it/s]\nEpoch 0: |          | 827/? [06:13<00:00,  2.21it/s]\nEpoch 0: |          | 828/? [06:14<00:00,  2.21it/s]\nEpoch 0: |          | 828/? [06:14<00:00,  2.21it/s]\nEpoch 0: |          | 829/? [06:14<00:00,  2.21it/s]\nEpoch 0: |          | 829/? [06:14<00:00,  2.21it/s]\nEpoch 0: |          | 830/? [06:15<00:00,  2.21it/s]\nEpoch 0: |          | 830/? [06:15<00:00,  2.21it/s]\nEpoch 0: |          | 831/? [06:15<00:00,  2.21it/s]\nEpoch 0: |          | 831/? [06:15<00:00,  2.21it/s]\nEpoch 0: |          | 832/? [06:15<00:00,  2.21it/s]\nEpoch 0: |          | 832/? [06:15<00:00,  2.21it/s]\nEpoch 0: |          | 833/? [06:16<00:00,  2.21it/s]\nEpoch 0: |          | 833/? [06:16<00:00,  2.21it/s]\nEpoch 0: |          | 834/? [06:16<00:00,  2.21it/s]\nEpoch 0: |          | 834/? [06:16<00:00,  2.21it/s]\nEpoch 0: |          | 835/? [06:17<00:00,  2.21it/s]\nEpoch 0: |          | 835/? [06:17<00:00,  2.21it/s]\nEpoch 0: |          | 836/? [06:17<00:00,  2.21it/s]\nEpoch 0: |          | 836/? [06:17<00:00,  2.21it/s]\nEpoch 0: |          | 837/? [06:18<00:00,  2.21it/s]\nEpoch 0: |          | 837/? [06:18<00:00,  2.21it/s]\nEpoch 0: |          | 838/? [06:18<00:00,  2.21it/s]\nEpoch 0: |          | 838/? [06:18<00:00,  2.21it/s]\nEpoch 0: |          | 839/? [06:18<00:00,  2.21it/s]\nEpoch 0: |          | 839/? [06:18<00:00,  2.21it/s]\nEpoch 0: |          | 840/? [06:19<00:00,  2.21it/s]\nEpoch 0: |          | 840/? [06:19<00:00,  2.21it/s]\nEpoch 0: |          | 841/? [06:19<00:00,  2.21it/s]\nEpoch 0: |          | 841/? [06:19<00:00,  2.21it/s]\nEpoch 0: |          | 842/? [06:20<00:00,  2.21it/s]\nEpoch 0: |          | 842/? [06:20<00:00,  2.21it/s]\nEpoch 0: |          | 843/? [06:20<00:00,  2.21it/s]\nEpoch 0: |          | 843/? [06:20<00:00,  2.21it/s]\nEpoch 0: |          | 844/? [06:21<00:00,  2.21it/s]\nEpoch 0: |          | 844/? [06:21<00:00,  2.21it/s]\nEpoch 0: |          | 845/? [06:21<00:00,  2.21it/s]\nEpoch 0: |          | 845/? [06:21<00:00,  2.21it/s]\nEpoch 0: |          | 846/? [06:21<00:00,  2.22it/s]\nEpoch 0: |          | 846/? [06:21<00:00,  2.22it/s]\nEpoch 0: |          | 847/? [06:22<00:00,  2.22it/s]\nEpoch 0: |          | 847/? [06:22<00:00,  2.22it/s]\nEpoch 0: |          | 848/? [06:22<00:00,  2.22it/s]\nEpoch 0: |          | 848/? [06:22<00:00,  2.22it/s]\nEpoch 0: |          | 849/? [06:23<00:00,  2.22it/s]\nEpoch 0: |          | 849/? [06:23<00:00,  2.22it/s]\nEpoch 0: |          | 850/? [06:23<00:00,  2.22it/s]\nEpoch 0: |          | 850/? [06:23<00:00,  2.22it/s]\nEpoch 0: |          | 851/? [06:24<00:00,  2.22it/s]\nEpoch 0: |          | 851/? [06:24<00:00,  2.22it/s]\nEpoch 0: |          | 852/? [06:24<00:00,  2.22it/s]\nEpoch 0: |          | 852/? [06:24<00:00,  2.22it/s]\nEpoch 0: |          | 853/? [06:24<00:00,  2.22it/s]\nEpoch 0: |          | 853/? [06:24<00:00,  2.22it/s]\nEpoch 0: |          | 854/? [06:25<00:00,  2.22it/s]\nEpoch 0: |          | 854/? [06:25<00:00,  2.22it/s]\nEpoch 0: |          | 855/? [06:25<00:00,  2.22it/s]\nEpoch 0: |          | 855/? [06:25<00:00,  2.22it/s]\nEpoch 0: |          | 856/? [06:26<00:00,  2.22it/s]\nEpoch 0: |          | 856/? [06:26<00:00,  2.22it/s]\nEpoch 0: |          | 857/? [06:26<00:00,  2.22it/s]\nEpoch 0: |          | 857/? [06:26<00:00,  2.22it/s]\nEpoch 0: |          | 858/? [06:27<00:00,  2.22it/s]\nEpoch 0: |          | 858/? [06:27<00:00,  2.22it/s]\nEpoch 0: |          | 859/? [06:27<00:00,  2.22it/s]\nEpoch 0: |          | 859/? [06:27<00:00,  2.22it/s]\nEpoch 0: |          | 860/? [06:27<00:00,  2.22it/s]\nEpoch 0: |          | 860/? [06:27<00:00,  2.22it/s]\nEpoch 0: |          | 861/? [06:28<00:00,  2.22it/s]\nEpoch 0: |          | 861/? [06:28<00:00,  2.22it/s]\nEpoch 0: |          | 862/? [06:28<00:00,  2.22it/s]\nEpoch 0: |          | 862/? [06:28<00:00,  2.22it/s]\nEpoch 0: |          | 863/? [06:29<00:00,  2.22it/s]\nEpoch 0: |          | 863/? [06:29<00:00,  2.22it/s]\nEpoch 0: |          | 864/? [06:29<00:00,  2.22it/s]\nEpoch 0: |          | 864/? [06:29<00:00,  2.22it/s]\nEpoch 0: |          | 865/? [06:30<00:00,  2.22it/s]\nEpoch 0: |          | 865/? [06:30<00:00,  2.22it/s]\nEpoch 0: |          | 866/? [06:30<00:00,  2.22it/s]\nEpoch 0: |          | 866/? [06:30<00:00,  2.22it/s]\nEpoch 0: |          | 867/? [06:30<00:00,  2.22it/s]\nEpoch 0: |          | 867/? [06:30<00:00,  2.22it/s]\nEpoch 0: |          | 868/? [06:31<00:00,  2.22it/s]\nEpoch 0: |          | 868/? [06:31<00:00,  2.22it/s]\nEpoch 0: |          | 869/? [06:31<00:00,  2.22it/s]\nEpoch 0: |          | 869/? [06:31<00:00,  2.22it/s]\nEpoch 0: |          | 870/? [06:32<00:00,  2.22it/s]\nEpoch 0: |          | 870/? [06:32<00:00,  2.22it/s]\nEpoch 0: |          | 871/? [06:32<00:00,  2.22it/s]\nEpoch 0: |          | 871/? [06:32<00:00,  2.22it/s]\nEpoch 0: |          | 872/? [06:32<00:00,  2.22it/s]\nEpoch 0: |          | 872/? [06:32<00:00,  2.22it/s]\nEpoch 0: |          | 873/? [06:33<00:00,  2.22it/s]\nEpoch 0: |          | 873/? [06:33<00:00,  2.22it/s]\nEpoch 0: |          | 874/? [06:33<00:00,  2.22it/s]\nEpoch 0: |          | 874/? [06:33<00:00,  2.22it/s]\nEpoch 0: |          | 875/? [06:34<00:00,  2.22it/s]\nEpoch 0: |          | 875/? [06:34<00:00,  2.22it/s]\nEpoch 0: |          | 876/? [06:34<00:00,  2.22it/s]\nEpoch 0: |          | 876/? [06:34<00:00,  2.22it/s]\nEpoch 0: |          | 877/? [06:35<00:00,  2.22it/s]\nEpoch 0: |          | 877/? [06:35<00:00,  2.22it/s]\nEpoch 0: |          | 878/? [06:35<00:00,  2.22it/s]\nEpoch 0: |          | 878/? [06:35<00:00,  2.22it/s]\nEpoch 0: |          | 879/? [06:35<00:00,  2.22it/s]\nEpoch 0: |          | 879/? [06:35<00:00,  2.22it/s]\nEpoch 0: |          | 880/? [06:36<00:00,  2.22it/s]\nEpoch 0: |          | 880/? [06:36<00:00,  2.22it/s]\nEpoch 0: |          | 881/? [06:36<00:00,  2.22it/s]\nEpoch 0: |          | 881/? [06:36<00:00,  2.22it/s]\nEpoch 0: |          | 882/? [06:37<00:00,  2.22it/s]\nEpoch 0: |          | 882/? [06:37<00:00,  2.22it/s]\nEpoch 0: |          | 883/? [06:37<00:00,  2.22it/s]\nEpoch 0: |          | 883/? [06:37<00:00,  2.22it/s]\nEpoch 0: |          | 884/? [06:37<00:00,  2.22it/s]\nEpoch 0: |          | 884/? [06:37<00:00,  2.22it/s]\nEpoch 0: |          | 885/? [06:38<00:00,  2.22it/s]\nEpoch 0: |          | 885/? [06:38<00:00,  2.22it/s]\nEpoch 0: |          | 886/? [06:38<00:00,  2.22it/s]\nEpoch 0: |          | 886/? [06:38<00:00,  2.22it/s]\nEpoch 0: |          | 887/? [06:39<00:00,  2.22it/s]\nEpoch 0: |          | 887/? [06:39<00:00,  2.22it/s]\nEpoch 0: |          | 888/? [06:39<00:00,  2.22it/s]\nEpoch 0: |          | 888/? [06:39<00:00,  2.22it/s]\nEpoch 0: |          | 889/? [06:40<00:00,  2.22it/s]\nEpoch 0: |          | 889/? [06:40<00:00,  2.22it/s]\nEpoch 0: |          | 890/? [06:40<00:00,  2.22it/s]\nEpoch 0: |          | 890/? [06:40<00:00,  2.22it/s]\nEpoch 0: |          | 891/? [06:40<00:00,  2.22it/s]\nEpoch 0: |          | 891/? [06:40<00:00,  2.22it/s]\nEpoch 0: |          | 892/? [06:41<00:00,  2.22it/s]\nEpoch 0: |          | 892/? [06:41<00:00,  2.22it/s]\nEpoch 0: |          | 893/? [06:41<00:00,  2.22it/s]\nEpoch 0: |          | 893/? [06:41<00:00,  2.22it/s]\nEpoch 0: |          | 894/? [06:42<00:00,  2.22it/s]\nEpoch 0: |          | 894/? [06:42<00:00,  2.22it/s]\nEpoch 0: |          | 895/? [06:42<00:00,  2.22it/s]\nEpoch 0: |          | 895/? [06:42<00:00,  2.22it/s]\nEpoch 0: |          | 896/? [06:43<00:00,  2.22it/s]\nEpoch 0: |          | 896/? [06:43<00:00,  2.22it/s]\nEpoch 0: |          | 897/? [06:43<00:00,  2.22it/s]\nEpoch 0: |          | 897/? [06:43<00:00,  2.22it/s]\nEpoch 0: |          | 898/? [06:43<00:00,  2.22it/s]\nEpoch 0: |          | 898/? [06:43<00:00,  2.22it/s]\nEpoch 0: |          | 899/? [06:44<00:00,  2.22it/s]\nEpoch 0: |          | 899/? [06:44<00:00,  2.22it/s]\nEpoch 0: |          | 900/? [06:44<00:00,  2.22it/s]\nEpoch 0: |          | 900/? [06:44<00:00,  2.22it/s]\nEpoch 0: |          | 901/? [06:45<00:00,  2.22it/s]\nEpoch 0: |          | 901/? [06:45<00:00,  2.22it/s]\nEpoch 0: |          | 902/? [06:45<00:00,  2.22it/s]\nEpoch 0: |          | 902/? [06:45<00:00,  2.22it/s]\nEpoch 0: |          | 903/? [06:45<00:00,  2.22it/s]\nEpoch 0: |          | 903/? [06:45<00:00,  2.22it/s]\nEpoch 0: |          | 904/? [06:46<00:00,  2.22it/s]\nEpoch 0: |          | 904/? [06:46<00:00,  2.22it/s]\nEpoch 0: |          | 905/? [06:46<00:00,  2.22it/s]\nEpoch 0: |          | 905/? [06:46<00:00,  2.22it/s]\nEpoch 0: |          | 906/? [06:47<00:00,  2.22it/s]\nEpoch 0: |          | 906/? [06:47<00:00,  2.22it/s]\nEpoch 0: |          | 907/? [06:47<00:00,  2.22it/s]\nEpoch 0: |          | 907/? [06:47<00:00,  2.22it/s]\nEpoch 0: |          | 908/? [06:48<00:00,  2.23it/s]\nEpoch 0: |          | 908/? [06:48<00:00,  2.23it/s]\nEpoch 0: |          | 909/? [06:48<00:00,  2.23it/s]\nEpoch 0: |          | 909/? [06:48<00:00,  2.23it/s]\nEpoch 0: |          | 910/? [06:48<00:00,  2.23it/s]\nEpoch 0: |          | 910/? [06:48<00:00,  2.23it/s]\nEpoch 0: |          | 911/? [06:49<00:00,  2.23it/s]\nEpoch 0: |          | 911/? [06:49<00:00,  2.23it/s]\nEpoch 0: |          | 912/? [06:49<00:00,  2.23it/s]\nEpoch 0: |          | 912/? [06:49<00:00,  2.23it/s]\nEpoch 0: |          | 913/? [06:50<00:00,  2.23it/s]\nEpoch 0: |          | 913/? [06:50<00:00,  2.23it/s]\nEpoch 0: |          | 914/? [06:50<00:00,  2.23it/s]\nEpoch 0: |          | 914/? [06:50<00:00,  2.23it/s]\nEpoch 0: |          | 915/? [06:51<00:00,  2.23it/s]\nEpoch 0: |          | 915/? [06:51<00:00,  2.23it/s]\nEpoch 0: |          | 916/? [06:51<00:00,  2.23it/s]\nEpoch 0: |          | 916/? [06:51<00:00,  2.23it/s]\nEpoch 0: |          | 917/? [06:51<00:00,  2.23it/s]\nEpoch 0: |          | 917/? [06:51<00:00,  2.23it/s]\nEpoch 0: |          | 918/? [06:52<00:00,  2.23it/s]\nEpoch 0: |          | 918/? [06:52<00:00,  2.23it/s]\nEpoch 0: |          | 919/? [06:52<00:00,  2.23it/s]\nEpoch 0: |          | 919/? [06:52<00:00,  2.23it/s]\nEpoch 0: |          | 920/? [06:53<00:00,  2.23it/s]\nEpoch 0: |          | 920/? [06:53<00:00,  2.23it/s]\nEpoch 0: |          | 921/? [06:53<00:00,  2.23it/s]\nEpoch 0: |          | 921/? [06:53<00:00,  2.23it/s]\nEpoch 0: |          | 922/? [06:53<00:00,  2.23it/s]\nEpoch 0: |          | 922/? [06:53<00:00,  2.23it/s]\nEpoch 0: |          | 923/? [06:54<00:00,  2.23it/s]\nEpoch 0: |          | 923/? [06:54<00:00,  2.23it/s]\nEpoch 0: |          | 924/? [06:54<00:00,  2.23it/s]\nEpoch 0: |          | 924/? [06:54<00:00,  2.23it/s]\nEpoch 0: |          | 925/? [06:55<00:00,  2.23it/s]\nEpoch 0: |          | 925/? [06:55<00:00,  2.23it/s]\nEpoch 0: |          | 926/? [06:55<00:00,  2.23it/s]\nEpoch 0: |          | 926/? [06:55<00:00,  2.23it/s]\nEpoch 0: |          | 927/? [06:56<00:00,  2.23it/s]\nEpoch 0: |          | 927/? [06:56<00:00,  2.23it/s]\nEpoch 0: |          | 928/? [06:56<00:00,  2.23it/s]\nEpoch 0: |          | 928/? [06:56<00:00,  2.23it/s]\nEpoch 0: |          | 929/? [06:56<00:00,  2.23it/s]\nEpoch 0: |          | 929/? [06:56<00:00,  2.23it/s]\nEpoch 0: |          | 930/? [06:57<00:00,  2.23it/s]\nEpoch 0: |          | 930/? [06:57<00:00,  2.23it/s]\nEpoch 0: |          | 931/? [06:57<00:00,  2.23it/s]\nEpoch 0: |          | 931/? [06:57<00:00,  2.23it/s]\nEpoch 0: |          | 932/? [06:58<00:00,  2.23it/s]\nEpoch 0: |          | 932/? [06:58<00:00,  2.23it/s]\nEpoch 0: |          | 933/? [06:58<00:00,  2.23it/s]\nEpoch 0: |          | 933/? [06:58<00:00,  2.23it/s]\nEpoch 0: |          | 934/? [06:58<00:00,  2.23it/s]\nEpoch 0: |          | 934/? [06:58<00:00,  2.23it/s]\nEpoch 0: |          | 935/? [06:59<00:00,  2.23it/s]\nEpoch 0: |          | 935/? [06:59<00:00,  2.23it/s]\nEpoch 0: |          | 936/? [06:59<00:00,  2.23it/s]\nEpoch 0: |          | 936/? [06:59<00:00,  2.23it/s]\nEpoch 0: |          | 937/? [07:00<00:00,  2.23it/s]\nEpoch 0: |          | 937/? [07:00<00:00,  2.23it/s]\nEpoch 0: |          | 938/? [07:00<00:00,  2.23it/s]\nEpoch 0: |          | 938/? [07:00<00:00,  2.23it/s]\nEpoch 0: |          | 939/? [07:01<00:00,  2.23it/s]\nEpoch 0: |          | 939/? [07:01<00:00,  2.23it/s]\nEpoch 0: |          | 940/? [07:01<00:00,  2.23it/s]\nEpoch 0: |          | 940/? [07:01<00:00,  2.23it/s]\nEpoch 0: |          | 941/? [07:01<00:00,  2.23it/s]\nEpoch 0: |          | 941/? [07:01<00:00,  2.23it/s]\nEpoch 0: |          | 942/? [07:02<00:00,  2.23it/s]\nEpoch 0: |          | 942/? [07:02<00:00,  2.23it/s]\nEpoch 0: |          | 943/? [07:02<00:00,  2.23it/s]\nEpoch 0: |          | 943/? [07:02<00:00,  2.23it/s]\nEpoch 0: |          | 944/? [07:03<00:00,  2.23it/s]\nEpoch 0: |          | 944/? [07:03<00:00,  2.23it/s]\nEpoch 0: |          | 945/? [07:03<00:00,  2.23it/s]\nEpoch 0: |          | 945/? [07:03<00:00,  2.23it/s]\nEpoch 0: |          | 946/? [07:03<00:00,  2.23it/s]\nEpoch 0: |          | 946/? [07:03<00:00,  2.23it/s]\nEpoch 0: |          | 947/? [07:04<00:00,  2.23it/s]\nEpoch 0: |          | 947/? [07:04<00:00,  2.23it/s]\nEpoch 0: |          | 948/? [07:04<00:00,  2.23it/s]\nEpoch 0: |          | 948/? [07:04<00:00,  2.23it/s]\nEpoch 0: |          | 949/? [07:05<00:00,  2.23it/s]\nEpoch 0: |          | 949/? [07:05<00:00,  2.23it/s]\nEpoch 0: |          | 950/? [07:05<00:00,  2.23it/s]\nEpoch 0: |          | 950/? [07:05<00:00,  2.23it/s]\nEpoch 0: |          | 951/? [07:05<00:00,  2.23it/s]\nEpoch 0: |          | 951/? [07:05<00:00,  2.23it/s]\nEpoch 0: |          | 952/? [07:06<00:00,  2.23it/s]\nEpoch 0: |          | 952/? [07:06<00:00,  2.23it/s]\nEpoch 0: |          | 953/? [07:06<00:00,  2.23it/s]\nEpoch 0: |          | 953/? [07:06<00:00,  2.23it/s]\nEpoch 0: |          | 954/? [07:07<00:00,  2.23it/s]\nEpoch 0: |          | 954/? [07:07<00:00,  2.23it/s]\nEpoch 0: |          | 955/? [07:07<00:00,  2.23it/s]\nEpoch 0: |          | 955/? [07:07<00:00,  2.23it/s]\nEpoch 0: |          | 956/? [07:07<00:00,  2.23it/s]\nEpoch 0: |          | 956/? [07:07<00:00,  2.23it/s]\nEpoch 0: |          | 957/? [07:08<00:00,  2.23it/s]\nEpoch 0: |          | 957/? [07:08<00:00,  2.23it/s]\nEpoch 0: |          | 958/? [07:08<00:00,  2.23it/s]\nEpoch 0: |          | 958/? [07:08<00:00,  2.23it/s]\nEpoch 0: |          | 959/? [07:09<00:00,  2.23it/s]\nEpoch 0: |          | 959/? [07:09<00:00,  2.23it/s]\nEpoch 0: |          | 960/? [07:09<00:00,  2.23it/s]\nEpoch 0: |          | 960/? [07:09<00:00,  2.23it/s]\nEpoch 0: |          | 961/? [07:10<00:00,  2.23it/s]\nEpoch 0: |          | 961/? [07:10<00:00,  2.23it/s]\nEpoch 0: |          | 962/? [07:10<00:00,  2.23it/s]\nEpoch 0: |          | 962/? [07:10<00:00,  2.23it/s]\nEpoch 0: |          | 963/? [07:10<00:00,  2.24it/s]\nEpoch 0: |          | 963/? [07:10<00:00,  2.24it/s]\nEpoch 0: |          | 964/? [07:11<00:00,  2.24it/s]\nEpoch 0: |          | 964/? [07:11<00:00,  2.24it/s]\nEpoch 0: |          | 965/? [07:11<00:00,  2.24it/s]\nEpoch 0: |          | 965/? [07:11<00:00,  2.24it/s]\nEpoch 0: |          | 966/? [07:12<00:00,  2.24it/s]\nEpoch 0: |          | 966/? [07:12<00:00,  2.24it/s]\nEpoch 0: |          | 967/? [07:12<00:00,  2.24it/s]\nEpoch 0: |          | 967/? [07:12<00:00,  2.24it/s]\nEpoch 0: |          | 968/? [07:13<00:00,  2.24it/s]\nEpoch 0: |          | 968/? [07:13<00:00,  2.24it/s]\nEpoch 0: |          | 969/? [07:13<00:00,  2.24it/s]\nEpoch 0: |          | 969/? [07:13<00:00,  2.24it/s]\nEpoch 0: |          | 970/? [07:13<00:00,  2.24it/s]\nEpoch 0: |          | 970/? [07:13<00:00,  2.24it/s]\nEpoch 0: |          | 971/? [07:14<00:00,  2.24it/s]\nEpoch 0: |          | 971/? [07:14<00:00,  2.24it/s]\nEpoch 0: |          | 972/? [07:14<00:00,  2.24it/s]\nEpoch 0: |          | 972/? [07:14<00:00,  2.24it/s]\nEpoch 0: |          | 973/? [07:15<00:00,  2.24it/s]\nEpoch 0: |          | 973/? [07:15<00:00,  2.24it/s]\nEpoch 0: |          | 974/? [07:15<00:00,  2.24it/s]\nEpoch 0: |          | 974/? [07:15<00:00,  2.24it/s]\nEpoch 0: |          | 975/? [07:16<00:00,  2.24it/s]\nEpoch 0: |          | 975/? [07:16<00:00,  2.24it/s]\nEpoch 0: |          | 976/? [07:16<00:00,  2.24it/s]\nEpoch 0: |          | 976/? [07:16<00:00,  2.24it/s]\nEpoch 0: |          | 977/? [07:16<00:00,  2.24it/s]\nEpoch 0: |          | 977/? [07:16<00:00,  2.24it/s]\nEpoch 0: |          | 978/? [07:17<00:00,  2.24it/s]\nEpoch 0: |          | 978/? [07:17<00:00,  2.24it/s]\nEpoch 0: |          | 979/? [07:17<00:00,  2.24it/s]\nEpoch 0: |          | 979/? [07:17<00:00,  2.24it/s]\nEpoch 0: |          | 980/? [07:18<00:00,  2.24it/s]\nEpoch 0: |          | 980/? [07:18<00:00,  2.24it/s]\nEpoch 0: |          | 981/? [07:18<00:00,  2.24it/s]\nEpoch 0: |          | 981/? [07:18<00:00,  2.24it/s]\nEpoch 0: |          | 982/? [07:18<00:00,  2.24it/s]\nEpoch 0: |          | 982/? [07:18<00:00,  2.24it/s]\nEpoch 0: |          | 983/? [07:19<00:00,  2.24it/s]\nEpoch 0: |          | 983/? [07:19<00:00,  2.24it/s]\nEpoch 0: |          | 984/? [07:19<00:00,  2.24it/s]\nEpoch 0: |          | 984/? [07:19<00:00,  2.24it/s]\nEpoch 0: |          | 985/? [07:20<00:00,  2.24it/s]\nEpoch 0: |          | 985/? [07:20<00:00,  2.24it/s]\nEpoch 0: |          | 986/? [07:20<00:00,  2.24it/s]\nEpoch 0: |          | 986/? [07:20<00:00,  2.24it/s]\nEpoch 0: |          | 987/? [07:21<00:00,  2.24it/s]\nEpoch 0: |          | 987/? [07:21<00:00,  2.24it/s]\nEpoch 0: |          | 988/? [07:21<00:00,  2.24it/s]\nEpoch 0: |          | 988/? [07:21<00:00,  2.24it/s]\nEpoch 0: |          | 989/? [07:21<00:00,  2.24it/s]\nEpoch 0: |          | 989/? [07:21<00:00,  2.24it/s]\nEpoch 0: |          | 990/? [07:22<00:00,  2.24it/s]\nEpoch 0: |          | 990/? [07:22<00:00,  2.24it/s]\nEpoch 0: |          | 991/? [07:22<00:00,  2.24it/s]\nEpoch 0: |          | 991/? [07:22<00:00,  2.24it/s]\nEpoch 0: |          | 992/? [07:23<00:00,  2.24it/s]\nEpoch 0: |          | 992/? [07:23<00:00,  2.24it/s]\nEpoch 0: |          | 993/? [07:23<00:00,  2.24it/s]\nEpoch 0: |          | 993/? [07:23<00:00,  2.24it/s]\nEpoch 0: |          | 994/? [07:23<00:00,  2.24it/s]\nEpoch 0: |          | 994/? [07:23<00:00,  2.24it/s]\nEpoch 0: |          | 995/? [07:24<00:00,  2.24it/s]\nEpoch 0: |          | 995/? [07:24<00:00,  2.24it/s]\nEpoch 0: |          | 996/? [07:24<00:00,  2.24it/s]\nEpoch 0: |          | 996/? [07:24<00:00,  2.24it/s]\nEpoch 0: |          | 997/? [07:25<00:00,  2.24it/s]\nEpoch 0: |          | 997/? [07:25<00:00,  2.24it/s]\nEpoch 0: |          | 998/? [07:25<00:00,  2.24it/s]\nEpoch 0: |          | 998/? [07:25<00:00,  2.24it/s]\nEpoch 0: |          | 999/? [07:25<00:00,  2.24it/s]\nEpoch 0: |          | 999/? [07:25<00:00,  2.24it/s]\nEpoch 0: |          | 1000/? [07:26<00:00,  2.24it/s]\nEpoch 0: |          | 1000/? [07:26<00:00,  2.24it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  4.12it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  4.14it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  4.11it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  4.14it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 1000/? [07:27<00:00,  2.24it/s]\nEpoch 0: |          | 1001/? [07:27<00:00,  2.24it/s]\nEpoch 0: |          | 1001/? [07:27<00:00,  2.24it/s]\nEpoch 0: |          | 1002/? [07:28<00:00,  2.24it/s]\nEpoch 0: |          | 1002/? [07:28<00:00,  2.24it/s]\nEpoch 0: |          | 1003/? [07:28<00:00,  2.24it/s]\nEpoch 0: |          | 1003/? [07:28<00:00,  2.24it/s]\nEpoch 0: |          | 1004/? [07:29<00:00,  2.24it/s]\nEpoch 0: |          | 1004/? [07:29<00:00,  2.24it/s]\nEpoch 0: |          | 1005/? [07:29<00:00,  2.24it/s]\nEpoch 0: |          | 1005/? [07:29<00:00,  2.24it/s]\nEpoch 0: |          | 1006/? [07:29<00:00,  2.24it/s]\nEpoch 0: |          | 1006/? [07:29<00:00,  2.24it/s]\nEpoch 0: |          | 1007/? [07:30<00:00,  2.24it/s]\nEpoch 0: |          | 1007/? [07:30<00:00,  2.24it/s]\nEpoch 0: |          | 1008/? [07:30<00:00,  2.24it/s]\nEpoch 0: |          | 1008/? [07:30<00:00,  2.24it/s]\nEpoch 0: |          | 1009/? [07:31<00:00,  2.24it/s]\nEpoch 0: |          | 1009/? [07:31<00:00,  2.24it/s]\nEpoch 0: |          | 1010/? [07:31<00:00,  2.24it/s]\nEpoch 0: |          | 1010/? [07:31<00:00,  2.24it/s]\nEpoch 0: |          | 1011/? [07:31<00:00,  2.24it/s]\nEpoch 0: |          | 1011/? [07:31<00:00,  2.24it/s]\nEpoch 0: |          | 1012/? [07:32<00:00,  2.24it/s]\nEpoch 0: |          | 1012/? [07:32<00:00,  2.24it/s]\nEpoch 0: |          | 1013/? [07:32<00:00,  2.24it/s]\nEpoch 0: |          | 1013/? [07:32<00:00,  2.24it/s]\nEpoch 0: |          | 1014/? [07:33<00:00,  2.24it/s]\nEpoch 0: |          | 1014/? [07:33<00:00,  2.24it/s]\nEpoch 0: |          | 1015/? [07:33<00:00,  2.24it/s]\nEpoch 0: |          | 1015/? [07:33<00:00,  2.24it/s]\nEpoch 0: |          | 1016/? [07:33<00:00,  2.24it/s]\nEpoch 0: |          | 1016/? [07:33<00:00,  2.24it/s]\nEpoch 0: |          | 1017/? [07:34<00:00,  2.24it/s]\nEpoch 0: |          | 1017/? [07:34<00:00,  2.24it/s]\nEpoch 0: |          | 1018/? [07:34<00:00,  2.24it/s]\nEpoch 0: |          | 1018/? [07:34<00:00,  2.24it/s]\nEpoch 0: |          | 1019/? [07:35<00:00,  2.24it/s]\nEpoch 0: |          | 1019/? [07:35<00:00,  2.24it/s]\nEpoch 0: |          | 1020/? [07:35<00:00,  2.24it/s]\nEpoch 0: |          | 1020/? [07:35<00:00,  2.24it/s]\nEpoch 0: |          | 1021/? [07:35<00:00,  2.24it/s]\nEpoch 0: |          | 1021/? [07:35<00:00,  2.24it/s]\nEpoch 0: |          | 1022/? [07:36<00:00,  2.24it/s]\nEpoch 0: |          | 1022/? [07:36<00:00,  2.24it/s]\nEpoch 0: |          | 1023/? [07:36<00:00,  2.24it/s]\nEpoch 0: |          | 1023/? [07:36<00:00,  2.24it/s]\nEpoch 0: |          | 1024/? [07:37<00:00,  2.24it/s]\nEpoch 0: |          | 1024/? [07:37<00:00,  2.24it/s]\nEpoch 0: |          | 1025/? [07:37<00:00,  2.24it/s]\nEpoch 0: |          | 1025/? [07:37<00:00,  2.24it/s]\nEpoch 0: |          | 1026/? [07:38<00:00,  2.24it/s]\nEpoch 0: |          | 1026/? [07:38<00:00,  2.24it/s]\nEpoch 0: |          | 1027/? [07:38<00:00,  2.24it/s]\nEpoch 0: |          | 1027/? [07:38<00:00,  2.24it/s]\nEpoch 0: |          | 1028/? [07:38<00:00,  2.24it/s]\nEpoch 0: |          | 1028/? [07:38<00:00,  2.24it/s]\nEpoch 0: |          | 1029/? [07:39<00:00,  2.24it/s]\nEpoch 0: |          | 1029/? [07:39<00:00,  2.24it/s]\nEpoch 0: |          | 1030/? [07:39<00:00,  2.24it/s]\nEpoch 0: |          | 1030/? [07:39<00:00,  2.24it/s]\nEpoch 0: |          | 1031/? [07:40<00:00,  2.24it/s]\nEpoch 0: |          | 1031/? [07:40<00:00,  2.24it/s]\nEpoch 0: |          | 1032/? [07:40<00:00,  2.24it/s]\nEpoch 0: |          | 1032/? [07:40<00:00,  2.24it/s]\nEpoch 0: |          | 1033/? [07:40<00:00,  2.24it/s]\nEpoch 0: |          | 1033/? [07:40<00:00,  2.24it/s]\nEpoch 0: |          | 1034/? [07:41<00:00,  2.24it/s]\nEpoch 0: |          | 1034/? [07:41<00:00,  2.24it/s]\nEpoch 0: |          | 1035/? [07:41<00:00,  2.24it/s]\nEpoch 0: |          | 1035/? [07:41<00:00,  2.24it/s]\nEpoch 0: |          | 1036/? [07:42<00:00,  2.24it/s]\nEpoch 0: |          | 1036/? [07:42<00:00,  2.24it/s]\nEpoch 0: |          | 1037/? [07:42<00:00,  2.24it/s]\nEpoch 0: |          | 1037/? [07:42<00:00,  2.24it/s]\nEpoch 0: |          | 1038/? [07:42<00:00,  2.24it/s]\nEpoch 0: |          | 1038/? [07:42<00:00,  2.24it/s]\nEpoch 0: |          | 1039/? [07:43<00:00,  2.24it/s]\nEpoch 0: |          | 1039/? [07:43<00:00,  2.24it/s]\nEpoch 0: |          | 1040/? [07:43<00:00,  2.24it/s]\nEpoch 0: |          | 1040/? [07:43<00:00,  2.24it/s]\nEpoch 0: |          | 1041/? [07:44<00:00,  2.24it/s]\nEpoch 0: |          | 1041/? [07:44<00:00,  2.24it/s]\nEpoch 0: |          | 1042/? [07:44<00:00,  2.24it/s]\nEpoch 0: |          | 1042/? [07:44<00:00,  2.24it/s]\nEpoch 0: |          | 1043/? [07:44<00:00,  2.24it/s]\nEpoch 0: |          | 1043/? [07:44<00:00,  2.24it/s]\nEpoch 0: |          | 1044/? [07:45<00:00,  2.24it/s]\nEpoch 0: |          | 1044/? [07:45<00:00,  2.24it/s]\nEpoch 0: |          | 1045/? [07:45<00:00,  2.24it/s]\nEpoch 0: |          | 1045/? [07:45<00:00,  2.24it/s]\nEpoch 0: |          | 1046/? [07:46<00:00,  2.24it/s]\nEpoch 0: |          | 1046/? [07:46<00:00,  2.24it/s]\nEpoch 0: |          | 1047/? [07:46<00:00,  2.24it/s]\nEpoch 0: |          | 1047/? [07:46<00:00,  2.24it/s]\nEpoch 0: |          | 1048/? [07:46<00:00,  2.24it/s]\nEpoch 0: |          | 1048/? [07:46<00:00,  2.24it/s]\nEpoch 0: |          | 1049/? [07:47<00:00,  2.24it/s]\nEpoch 0: |          | 1049/? [07:47<00:00,  2.24it/s]\nEpoch 0: |          | 1050/? [07:47<00:00,  2.24it/s]\nEpoch 0: |          | 1050/? [07:47<00:00,  2.24it/s]\nEpoch 0: |          | 1051/? [07:48<00:00,  2.24it/s]\nEpoch 0: |          | 1051/? [07:48<00:00,  2.24it/s]\nEpoch 0: |          | 1052/? [07:48<00:00,  2.25it/s]\nEpoch 0: |          | 1052/? [07:48<00:00,  2.25it/s]\nEpoch 0: |          | 1053/? [07:48<00:00,  2.25it/s]\nEpoch 0: |          | 1053/? [07:48<00:00,  2.25it/s]\nEpoch 0: |          | 1054/? [07:49<00:00,  2.25it/s]\nEpoch 0: |          | 1054/? [07:49<00:00,  2.25it/s]\nEpoch 0: |          | 1055/? [07:49<00:00,  2.25it/s]\nEpoch 0: |          | 1055/? [07:49<00:00,  2.25it/s]\nEpoch 0: |          | 1056/? [07:50<00:00,  2.25it/s]\nEpoch 0: |          | 1056/? [07:50<00:00,  2.25it/s]\nEpoch 0: |          | 1057/? [07:50<00:00,  2.25it/s]\nEpoch 0: |          | 1057/? [07:50<00:00,  2.25it/s]\nEpoch 0: |          | 1058/? [07:50<00:00,  2.25it/s]\nEpoch 0: |          | 1058/? [07:50<00:00,  2.25it/s]\nEpoch 0: |          | 1059/? [07:51<00:00,  2.25it/s]\nEpoch 0: |          | 1059/? [07:51<00:00,  2.25it/s]\nEpoch 0: |          | 1060/? [07:51<00:00,  2.25it/s]\nEpoch 0: |          | 1060/? [07:51<00:00,  2.25it/s]\nEpoch 0: |          | 1061/? [07:52<00:00,  2.25it/s]\nEpoch 0: |          | 1061/? [07:52<00:00,  2.25it/s]\nEpoch 0: |          | 1062/? [07:52<00:00,  2.25it/s]\nEpoch 0: |          | 1062/? [07:52<00:00,  2.25it/s]\nEpoch 0: |          | 1063/? [07:53<00:00,  2.25it/s]\nEpoch 0: |          | 1063/? [07:53<00:00,  2.25it/s]\nEpoch 0: |          | 1064/? [07:53<00:00,  2.25it/s]\nEpoch 0: |          | 1064/? [07:53<00:00,  2.25it/s]\nEpoch 0: |          | 1065/? [07:53<00:00,  2.25it/s]\nEpoch 0: |          | 1065/? [07:53<00:00,  2.25it/s]\nEpoch 0: |          | 1066/? [07:54<00:00,  2.25it/s]\nEpoch 0: |          | 1066/? [07:54<00:00,  2.25it/s]\nEpoch 0: |          | 1067/? [07:54<00:00,  2.25it/s]\nEpoch 0: |          | 1067/? [07:54<00:00,  2.25it/s]\nEpoch 0: |          | 1068/? [07:55<00:00,  2.25it/s]\nEpoch 0: |          | 1068/? [07:55<00:00,  2.25it/s]\nEpoch 0: |          | 1069/? [07:55<00:00,  2.25it/s]\nEpoch 0: |          | 1069/? [07:55<00:00,  2.25it/s]\nEpoch 0: |          | 1070/? [07:55<00:00,  2.25it/s]\nEpoch 0: |          | 1070/? [07:55<00:00,  2.25it/s]\nEpoch 0: |          | 1071/? [07:56<00:00,  2.25it/s]\nEpoch 0: |          | 1071/? [07:56<00:00,  2.25it/s]\nEpoch 0: |          | 1072/? [07:56<00:00,  2.25it/s]\nEpoch 0: |          | 1072/? [07:56<00:00,  2.25it/s]\nEpoch 0: |          | 1073/? [07:57<00:00,  2.25it/s]\nEpoch 0: |          | 1073/? [07:57<00:00,  2.25it/s]\nEpoch 0: |          | 1074/? [07:57<00:00,  2.25it/s]\nEpoch 0: |          | 1074/? [07:57<00:00,  2.25it/s]\nEpoch 0: |          | 1075/? [07:57<00:00,  2.25it/s]\nEpoch 0: |          | 1075/? [07:57<00:00,  2.25it/s]\nEpoch 0: |          | 1076/? [07:58<00:00,  2.25it/s]\nEpoch 0: |          | 1076/? [07:58<00:00,  2.25it/s]\nEpoch 0: |          | 1077/? [07:58<00:00,  2.25it/s]\nEpoch 0: |          | 1077/? [07:58<00:00,  2.25it/s]\nEpoch 0: |          | 1078/? [07:59<00:00,  2.25it/s]\nEpoch 0: |          | 1078/? [07:59<00:00,  2.25it/s]\nEpoch 0: |          | 1079/? [07:59<00:00,  2.25it/s]\nEpoch 0: |          | 1079/? [07:59<00:00,  2.25it/s]\nEpoch 0: |          | 1080/? [07:59<00:00,  2.25it/s]\nEpoch 0: |          | 1080/? [07:59<00:00,  2.25it/s]\nEpoch 0: |          | 1081/? [08:00<00:00,  2.25it/s]\nEpoch 0: |          | 1081/? [08:00<00:00,  2.25it/s]\nEpoch 0: |          | 1082/? [08:00<00:00,  2.25it/s]\nEpoch 0: |          | 1082/? [08:00<00:00,  2.25it/s]\nEpoch 0: |          | 1083/? [08:01<00:00,  2.25it/s]\nEpoch 0: |          | 1083/? [08:01<00:00,  2.25it/s]\nEpoch 0: |          | 1084/? [08:01<00:00,  2.25it/s]\nEpoch 0: |          | 1084/? [08:01<00:00,  2.25it/s]\nEpoch 0: |          | 1085/? [08:01<00:00,  2.25it/s]\nEpoch 0: |          | 1085/? [08:01<00:00,  2.25it/s]\nEpoch 0: |          | 1086/? [08:02<00:00,  2.25it/s]\nEpoch 0: |          | 1086/? [08:02<00:00,  2.25it/s]\nEpoch 0: |          | 1087/? [08:02<00:00,  2.25it/s]\nEpoch 0: |          | 1087/? [08:02<00:00,  2.25it/s]\nEpoch 0: |          | 1088/? [08:03<00:00,  2.25it/s]\nEpoch 0: |          | 1088/? [08:03<00:00,  2.25it/s]\nEpoch 0: |          | 1089/? [08:03<00:00,  2.25it/s]\nEpoch 0: |          | 1089/? [08:03<00:00,  2.25it/s]\nEpoch 0: |          | 1090/? [08:03<00:00,  2.25it/s]\nEpoch 0: |          | 1090/? [08:03<00:00,  2.25it/s]\nEpoch 0: |          | 1091/? [08:04<00:00,  2.25it/s]\nEpoch 0: |          | 1091/? [08:04<00:00,  2.25it/s]\nEpoch 0: |          | 1092/? [08:04<00:00,  2.25it/s]\nEpoch 0: |          | 1092/? [08:04<00:00,  2.25it/s]\nEpoch 0: |          | 1093/? [08:05<00:00,  2.25it/s]\nEpoch 0: |          | 1093/? [08:05<00:00,  2.25it/s]\nEpoch 0: |          | 1094/? [08:05<00:00,  2.25it/s]\nEpoch 0: |          | 1094/? [08:05<00:00,  2.25it/s]\nEpoch 0: |          | 1095/? [08:06<00:00,  2.25it/s]\nEpoch 0: |          | 1095/? [08:06<00:00,  2.25it/s]\nEpoch 0: |          | 1096/? [08:06<00:00,  2.25it/s]\nEpoch 0: |          | 1096/? [08:06<00:00,  2.25it/s]\nEpoch 0: |          | 1097/? [08:06<00:00,  2.25it/s]\nEpoch 0: |          | 1097/? [08:06<00:00,  2.25it/s]\nEpoch 0: |          | 1098/? [08:07<00:00,  2.25it/s]\nEpoch 0: |          | 1098/? [08:07<00:00,  2.25it/s]\nEpoch 0: |          | 1099/? [08:07<00:00,  2.25it/s]\nEpoch 0: |          | 1099/? [08:07<00:00,  2.25it/s]\nEpoch 0: |          | 1100/? [08:08<00:00,  2.25it/s]\nEpoch 0: |          | 1100/? [08:08<00:00,  2.25it/s]\nEpoch 0: |          | 1101/? [08:08<00:00,  2.25it/s]\nEpoch 0: |          | 1101/? [08:08<00:00,  2.25it/s]\nEpoch 0: |          | 1102/? [08:08<00:00,  2.25it/s]\nEpoch 0: |          | 1102/? [08:08<00:00,  2.25it/s]\nEpoch 0: |          | 1103/? [08:09<00:00,  2.25it/s]\nEpoch 0: |          | 1103/? [08:09<00:00,  2.25it/s]\nEpoch 0: |          | 1104/? [08:09<00:00,  2.25it/s]\nEpoch 0: |          | 1104/? [08:09<00:00,  2.25it/s]\nEpoch 0: |          | 1105/? [08:10<00:00,  2.25it/s]\nEpoch 0: |          | 1105/? [08:10<00:00,  2.25it/s]\nEpoch 0: |          | 1106/? [08:10<00:00,  2.25it/s]\nEpoch 0: |          | 1106/? [08:10<00:00,  2.25it/s]\nEpoch 0: |          | 1107/? [08:10<00:00,  2.26it/s]\nEpoch 0: |          | 1107/? [08:10<00:00,  2.26it/s]\nEpoch 0: |          | 1108/? [08:11<00:00,  2.26it/s]\nEpoch 0: |          | 1108/? [08:11<00:00,  2.26it/s]\nEpoch 0: |          | 1109/? [08:11<00:00,  2.26it/s]\nEpoch 0: |          | 1109/? [08:11<00:00,  2.26it/s]\nEpoch 0: |          | 1110/? [08:12<00:00,  2.26it/s]\nEpoch 0: |          | 1110/? [08:12<00:00,  2.26it/s]\nEpoch 0: |          | 1111/? [08:12<00:00,  2.26it/s]\nEpoch 0: |          | 1111/? [08:12<00:00,  2.26it/s]\nEpoch 0: |          | 1112/? [08:12<00:00,  2.26it/s]\nEpoch 0: |          | 1112/? [08:12<00:00,  2.26it/s]\nEpoch 0: |          | 1113/? [08:13<00:00,  2.26it/s]\nEpoch 0: |          | 1113/? [08:13<00:00,  2.26it/s]\nEpoch 0: |          | 1114/? [08:13<00:00,  2.26it/s]\nEpoch 0: |          | 1114/? [08:13<00:00,  2.26it/s]\nEpoch 0: |          | 1115/? [08:14<00:00,  2.26it/s]\nEpoch 0: |          | 1115/? [08:14<00:00,  2.26it/s]\nEpoch 0: |          | 1116/? [08:14<00:00,  2.26it/s]\nEpoch 0: |          | 1116/? [08:14<00:00,  2.26it/s]\nEpoch 0: |          | 1117/? [08:14<00:00,  2.26it/s]\nEpoch 0: |          | 1117/? [08:14<00:00,  2.26it/s]\nEpoch 0: |          | 1118/? [08:15<00:00,  2.26it/s]\nEpoch 0: |          | 1118/? [08:15<00:00,  2.26it/s]\nEpoch 0: |          | 1119/? [08:15<00:00,  2.26it/s]\nEpoch 0: |          | 1119/? [08:15<00:00,  2.26it/s]\nEpoch 0: |          | 1120/? [08:16<00:00,  2.26it/s]\nEpoch 0: |          | 1120/? [08:16<00:00,  2.26it/s]\nEpoch 0: |          | 1121/? [08:16<00:00,  2.26it/s]\nEpoch 0: |          | 1121/? [08:16<00:00,  2.26it/s]\nEpoch 0: |          | 1122/? [08:16<00:00,  2.26it/s]\nEpoch 0: |          | 1122/? [08:16<00:00,  2.26it/s]\nEpoch 0: |          | 1123/? [08:17<00:00,  2.26it/s]\nEpoch 0: |          | 1123/? [08:17<00:00,  2.26it/s]\nEpoch 0: |          | 1124/? [08:17<00:00,  2.26it/s]\nEpoch 0: |          | 1124/? [08:17<00:00,  2.26it/s]\nEpoch 0: |          | 1125/? [08:18<00:00,  2.26it/s]\nEpoch 0: |          | 1125/? [08:18<00:00,  2.26it/s]\nEpoch 0: |          | 1126/? [08:18<00:00,  2.26it/s]\nEpoch 0: |          | 1126/? [08:18<00:00,  2.26it/s]\nEpoch 0: |          | 1127/? [08:18<00:00,  2.26it/s]\nEpoch 0: |          | 1127/? [08:18<00:00,  2.26it/s]\nEpoch 0: |          | 1128/? [08:19<00:00,  2.26it/s]\nEpoch 0: |          | 1128/? [08:19<00:00,  2.26it/s]\nEpoch 0: |          | 1129/? [08:19<00:00,  2.26it/s]\nEpoch 0: |          | 1129/? [08:19<00:00,  2.26it/s]\nEpoch 0: |          | 1130/? [08:20<00:00,  2.26it/s]\nEpoch 0: |          | 1130/? [08:20<00:00,  2.26it/s]\nEpoch 0: |          | 1131/? [08:20<00:00,  2.26it/s]\nEpoch 0: |          | 1131/? [08:20<00:00,  2.26it/s]\nEpoch 0: |          | 1132/? [08:21<00:00,  2.26it/s]\nEpoch 0: |          | 1132/? [08:21<00:00,  2.26it/s]\nEpoch 0: |          | 1133/? [08:21<00:00,  2.26it/s]\nEpoch 0: |          | 1133/? [08:21<00:00,  2.26it/s]\nEpoch 0: |          | 1134/? [08:21<00:00,  2.26it/s]\nEpoch 0: |          | 1134/? [08:21<00:00,  2.26it/s]\nEpoch 0: |          | 1135/? [08:22<00:00,  2.26it/s]\nEpoch 0: |          | 1135/? [08:22<00:00,  2.26it/s]\nEpoch 0: |          | 1136/? [08:22<00:00,  2.26it/s]\nEpoch 0: |          | 1136/? [08:22<00:00,  2.26it/s]\nEpoch 0: |          | 1137/? [08:23<00:00,  2.26it/s]\nEpoch 0: |          | 1137/? [08:23<00:00,  2.26it/s]\nEpoch 0: |          | 1138/? [08:23<00:00,  2.26it/s]\nEpoch 0: |          | 1138/? [08:23<00:00,  2.26it/s]\nEpoch 0: |          | 1139/? [08:23<00:00,  2.26it/s]\nEpoch 0: |          | 1139/? [08:23<00:00,  2.26it/s]\nEpoch 0: |          | 1140/? [08:24<00:00,  2.26it/s]\nEpoch 0: |          | 1140/? [08:24<00:00,  2.26it/s]\nEpoch 0: |          | 1141/? [08:24<00:00,  2.26it/s]\nEpoch 0: |          | 1141/? [08:24<00:00,  2.26it/s]\nEpoch 0: |          | 1142/? [08:25<00:00,  2.26it/s]\nEpoch 0: |          | 1142/? [08:25<00:00,  2.26it/s]\nEpoch 0: |          | 1143/? [08:25<00:00,  2.26it/s]\nEpoch 0: |          | 1143/? [08:25<00:00,  2.26it/s]\nEpoch 0: |          | 1144/? [08:25<00:00,  2.26it/s]\nEpoch 0: |          | 1144/? [08:25<00:00,  2.26it/s]\nEpoch 0: |          | 1145/? [08:26<00:00,  2.26it/s]\nEpoch 0: |          | 1145/? [08:26<00:00,  2.26it/s]\nEpoch 0: |          | 1146/? [08:26<00:00,  2.26it/s]\nEpoch 0: |          | 1146/? [08:26<00:00,  2.26it/s]\nEpoch 0: |          | 1147/? [08:27<00:00,  2.26it/s]\nEpoch 0: |          | 1147/? [08:27<00:00,  2.26it/s]\nEpoch 0: |          | 1148/? [08:27<00:00,  2.26it/s]\nEpoch 0: |          | 1148/? [08:27<00:00,  2.26it/s]\nEpoch 0: |          | 1149/? [08:27<00:00,  2.26it/s]\nEpoch 0: |          | 1149/? [08:27<00:00,  2.26it/s]\nEpoch 0: |          | 1150/? [08:28<00:00,  2.26it/s]\nEpoch 0: |          | 1150/? [08:28<00:00,  2.26it/s]\nEpoch 0: |          | 1151/? [08:28<00:00,  2.26it/s]\nEpoch 0: |          | 1151/? [08:28<00:00,  2.26it/s]\nEpoch 0: |          | 1152/? [08:29<00:00,  2.26it/s]\nEpoch 0: |          | 1152/? [08:29<00:00,  2.26it/s]\nEpoch 0: |          | 1153/? [08:29<00:00,  2.26it/s]\nEpoch 0: |          | 1153/? [08:29<00:00,  2.26it/s]\nEpoch 0: |          | 1154/? [08:29<00:00,  2.26it/s]\nEpoch 0: |          | 1154/? [08:29<00:00,  2.26it/s]\nEpoch 0: |          | 1155/? [08:30<00:00,  2.26it/s]\nEpoch 0: |          | 1155/? [08:30<00:00,  2.26it/s]\nEpoch 0: |          | 1156/? [08:30<00:00,  2.26it/s]\nEpoch 0: |          | 1156/? [08:30<00:00,  2.26it/s]\nEpoch 0: |          | 1157/? [08:31<00:00,  2.26it/s]\nEpoch 0: |          | 1157/? [08:31<00:00,  2.26it/s]\nEpoch 0: |          | 1158/? [08:31<00:00,  2.26it/s]\nEpoch 0: |          | 1158/? [08:31<00:00,  2.26it/s]\nEpoch 0: |          | 1159/? [08:31<00:00,  2.26it/s]\nEpoch 0: |          | 1159/? [08:31<00:00,  2.26it/s]\nEpoch 0: |          | 1160/? [08:32<00:00,  2.26it/s]\nEpoch 0: |          | 1160/? [08:32<00:00,  2.26it/s]\nEpoch 0: |          | 1161/? [08:32<00:00,  2.26it/s]\nEpoch 0: |          | 1161/? [08:32<00:00,  2.26it/s]\nEpoch 0: |          | 1162/? [08:33<00:00,  2.26it/s]\nEpoch 0: |          | 1162/? [08:33<00:00,  2.26it/s]\nEpoch 0: |          | 1163/? [08:33<00:00,  2.26it/s]\nEpoch 0: |          | 1163/? [08:33<00:00,  2.26it/s]\nEpoch 0: |          | 1164/? [08:33<00:00,  2.26it/s]\nEpoch 0: |          | 1164/? [08:33<00:00,  2.26it/s]\nEpoch 0: |          | 1165/? [08:34<00:00,  2.27it/s]\nEpoch 0: |          | 1165/? [08:34<00:00,  2.27it/s]\nEpoch 0: |          | 1166/? [08:34<00:00,  2.27it/s]\nEpoch 0: |          | 1166/? [08:34<00:00,  2.27it/s]\nEpoch 0: |          | 1167/? [08:35<00:00,  2.27it/s]\nEpoch 0: |          | 1167/? [08:35<00:00,  2.27it/s]\nEpoch 0: |          | 1168/? [08:35<00:00,  2.27it/s]\nEpoch 0: |          | 1168/? [08:35<00:00,  2.27it/s]\nEpoch 0: |          | 1169/? [08:35<00:00,  2.27it/s]\nEpoch 0: |          | 1169/? [08:35<00:00,  2.27it/s]\nEpoch 0: |          | 1170/? [08:36<00:00,  2.27it/s]\nEpoch 0: |          | 1170/? [08:36<00:00,  2.27it/s]\nEpoch 0: |          | 1171/? [08:36<00:00,  2.27it/s]\nEpoch 0: |          | 1171/? [08:36<00:00,  2.27it/s]\nEpoch 0: |          | 1172/? [08:37<00:00,  2.27it/s]\nEpoch 0: |          | 1172/? [08:37<00:00,  2.27it/s]\nEpoch 0: |          | 1173/? [08:37<00:00,  2.27it/s]\nEpoch 0: |          | 1173/? [08:37<00:00,  2.27it/s]\nEpoch 0: |          | 1174/? [08:37<00:00,  2.27it/s]\nEpoch 0: |          | 1174/? [08:37<00:00,  2.27it/s]\nEpoch 0: |          | 1175/? [08:38<00:00,  2.27it/s]\nEpoch 0: |          | 1175/? [08:38<00:00,  2.27it/s]\nEpoch 0: |          | 1176/? [08:38<00:00,  2.27it/s]\nEpoch 0: |          | 1176/? [08:38<00:00,  2.27it/s]\nEpoch 0: |          | 1177/? [08:39<00:00,  2.27it/s]\nEpoch 0: |          | 1177/? [08:39<00:00,  2.27it/s]\nEpoch 0: |          | 1178/? [08:39<00:00,  2.27it/s]\nEpoch 0: |          | 1178/? [08:39<00:00,  2.27it/s]\nEpoch 0: |          | 1179/? [08:39<00:00,  2.27it/s]\nEpoch 0: |          | 1179/? [08:39<00:00,  2.27it/s]\nEpoch 0: |          | 1180/? [08:40<00:00,  2.27it/s]\nEpoch 0: |          | 1180/? [08:40<00:00,  2.27it/s]\nEpoch 0: |          | 1181/? [08:40<00:00,  2.27it/s]\nEpoch 0: |          | 1181/? [08:40<00:00,  2.27it/s]\nEpoch 0: |          | 1182/? [08:41<00:00,  2.27it/s]\nEpoch 0: |          | 1182/? [08:41<00:00,  2.27it/s]\nEpoch 0: |          | 1183/? [08:41<00:00,  2.27it/s]\nEpoch 0: |          | 1183/? [08:41<00:00,  2.27it/s]\nEpoch 0: |          | 1184/? [08:42<00:00,  2.27it/s]\nEpoch 0: |          | 1184/? [08:42<00:00,  2.27it/s]\nEpoch 0: |          | 1185/? [08:42<00:00,  2.27it/s]\nEpoch 0: |          | 1185/? [08:42<00:00,  2.27it/s]\nEpoch 0: |          | 1186/? [08:42<00:00,  2.27it/s]\nEpoch 0: |          | 1186/? [08:42<00:00,  2.27it/s]\nEpoch 0: |          | 1187/? [08:43<00:00,  2.27it/s]\nEpoch 0: |          | 1187/? [08:43<00:00,  2.27it/s]\nEpoch 0: |          | 1188/? [08:43<00:00,  2.27it/s]\nEpoch 0: |          | 1188/? [08:43<00:00,  2.27it/s]\nEpoch 0: |          | 1189/? [08:44<00:00,  2.27it/s]\nEpoch 0: |          | 1189/? [08:44<00:00,  2.27it/s]\nEpoch 0: |          | 1190/? [08:44<00:00,  2.27it/s]\nEpoch 0: |          | 1190/? [08:44<00:00,  2.27it/s]\nEpoch 0: |          | 1191/? [08:44<00:00,  2.27it/s]\nEpoch 0: |          | 1191/? [08:44<00:00,  2.27it/s]\nEpoch 0: |          | 1192/? [08:45<00:00,  2.27it/s]\nEpoch 0: |          | 1192/? [08:45<00:00,  2.27it/s]\nEpoch 0: |          | 1193/? [08:45<00:00,  2.27it/s]\nEpoch 0: |          | 1193/? [08:45<00:00,  2.27it/s]\nEpoch 0: |          | 1194/? [08:46<00:00,  2.27it/s]\nEpoch 0: |          | 1194/? [08:46<00:00,  2.27it/s]\nEpoch 0: |          | 1195/? [08:46<00:00,  2.27it/s]\nEpoch 0: |          | 1195/? [08:46<00:00,  2.27it/s]\nEpoch 0: |          | 1196/? [08:46<00:00,  2.27it/s]\nEpoch 0: |          | 1196/? [08:46<00:00,  2.27it/s]\nEpoch 0: |          | 1197/? [08:47<00:00,  2.27it/s]\nEpoch 0: |          | 1197/? [08:47<00:00,  2.27it/s]\nEpoch 0: |          | 1198/? [08:47<00:00,  2.27it/s]\nEpoch 0: |          | 1198/? [08:47<00:00,  2.27it/s]\nEpoch 0: |          | 1199/? [08:48<00:00,  2.27it/s]\nEpoch 0: |          | 1199/? [08:48<00:00,  2.27it/s]\nEpoch 0: |          | 1200/? [08:48<00:00,  2.27it/s]\nEpoch 0: |          | 1200/? [08:48<00:00,  2.27it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  4.83it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  4.87it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  4.83it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  4.88it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 1200/? [08:49<00:00,  2.27it/s]\nEpoch 0: |          | 1201/? [08:49<00:00,  2.27it/s]\nEpoch 0: |          | 1201/? [08:49<00:00,  2.27it/s]\nEpoch 0: |          | 1202/? [08:50<00:00,  2.27it/s]\nEpoch 0: |          | 1202/? [08:50<00:00,  2.27it/s]\nEpoch 0: |          | 1203/? [08:50<00:00,  2.27it/s]\nEpoch 0: |          | 1203/? [08:50<00:00,  2.27it/s]\nEpoch 0: |          | 1204/? [08:50<00:00,  2.27it/s]\nEpoch 0: |          | 1204/? [08:50<00:00,  2.27it/s]\nEpoch 0: |          | 1205/? [08:51<00:00,  2.27it/s]\nEpoch 0: |          | 1205/? [08:51<00:00,  2.27it/s]\nEpoch 0: |          | 1206/? [08:51<00:00,  2.27it/s]\nEpoch 0: |          | 1206/? [08:51<00:00,  2.27it/s]\nEpoch 0: |          | 1207/? [08:52<00:00,  2.27it/s]\nEpoch 0: |          | 1207/? [08:52<00:00,  2.27it/s]\nEpoch 0: |          | 1208/? [08:52<00:00,  2.27it/s]\nEpoch 0: |          | 1208/? [08:52<00:00,  2.27it/s]\nEpoch 0: |          | 1209/? [08:52<00:00,  2.27it/s]\nEpoch 0: |          | 1209/? [08:52<00:00,  2.27it/s]\nEpoch 0: |          | 1210/? [08:53<00:00,  2.27it/s]\nEpoch 0: |          | 1210/? [08:53<00:00,  2.27it/s]\nEpoch 0: |          | 1211/? [08:53<00:00,  2.27it/s]\nEpoch 0: |          | 1211/? [08:53<00:00,  2.27it/s]\nEpoch 0: |          | 1212/? [08:54<00:00,  2.27it/s]\nEpoch 0: |          | 1212/? [08:54<00:00,  2.27it/s]\nEpoch 0: |          | 1213/? [08:54<00:00,  2.27it/s]\nEpoch 0: |          | 1213/? [08:54<00:00,  2.27it/s]\nEpoch 0: |          | 1214/? [08:54<00:00,  2.27it/s]\nEpoch 0: |          | 1214/? [08:54<00:00,  2.27it/s]\nEpoch 0: |          | 1215/? [08:55<00:00,  2.27it/s]\nEpoch 0: |          | 1215/? [08:55<00:00,  2.27it/s]\nEpoch 0: |          | 1216/? [08:55<00:00,  2.27it/s]\nEpoch 0: |          | 1216/? [08:55<00:00,  2.27it/s]\nEpoch 0: |          | 1217/? [08:56<00:00,  2.27it/s]\nEpoch 0: |          | 1217/? [08:56<00:00,  2.27it/s]\nEpoch 0: |          | 1218/? [08:56<00:00,  2.27it/s]\nEpoch 0: |          | 1218/? [08:56<00:00,  2.27it/s]\nEpoch 0: |          | 1219/? [08:56<00:00,  2.27it/s]\nEpoch 0: |          | 1219/? [08:56<00:00,  2.27it/s]\nEpoch 0: |          | 1220/? [08:57<00:00,  2.27it/s]\nEpoch 0: |          | 1220/? [08:57<00:00,  2.27it/s]\nEpoch 0: |          | 1221/? [08:57<00:00,  2.27it/s]\nEpoch 0: |          | 1221/? [08:57<00:00,  2.27it/s]\nEpoch 0: |          | 1222/? [08:58<00:00,  2.27it/s]\nEpoch 0: |          | 1222/? [08:58<00:00,  2.27it/s]\nEpoch 0: |          | 1223/? [08:58<00:00,  2.27it/s]\nEpoch 0: |          | 1223/? [08:58<00:00,  2.27it/s]\nEpoch 0: |          | 1224/? [08:58<00:00,  2.27it/s]\nEpoch 0: |          | 1224/? [08:58<00:00,  2.27it/s]\nEpoch 0: |          | 1225/? [08:59<00:00,  2.27it/s]\nEpoch 0: |          | 1225/? [08:59<00:00,  2.27it/s]\nEpoch 0: |          | 1226/? [08:59<00:00,  2.27it/s]\nEpoch 0: |          | 1226/? [08:59<00:00,  2.27it/s]\nEpoch 0: |          | 1227/? [09:00<00:00,  2.27it/s]\nEpoch 0: |          | 1227/? [09:00<00:00,  2.27it/s]\nEpoch 0: |          | 1228/? [09:00<00:00,  2.27it/s]\nEpoch 0: |          | 1228/? [09:00<00:00,  2.27it/s]\nEpoch 0: |          | 1229/? [09:00<00:00,  2.27it/s]\nEpoch 0: |          | 1229/? [09:00<00:00,  2.27it/s]\nEpoch 0: |          | 1230/? [09:01<00:00,  2.27it/s]\nEpoch 0: |          | 1230/? [09:01<00:00,  2.27it/s]\nEpoch 0: |          | 1231/? [09:01<00:00,  2.27it/s]\nEpoch 0: |          | 1231/? [09:01<00:00,  2.27it/s]\nEpoch 0: |          | 1232/? [09:02<00:00,  2.27it/s]\nEpoch 0: |          | 1232/? [09:02<00:00,  2.27it/s]\nEpoch 0: |          | 1233/? [09:02<00:00,  2.27it/s]\nEpoch 0: |          | 1233/? [09:02<00:00,  2.27it/s]\nEpoch 0: |          | 1234/? [09:02<00:00,  2.27it/s]\nEpoch 0: |          | 1234/? [09:02<00:00,  2.27it/s]\nEpoch 0: |          | 1235/? [09:03<00:00,  2.27it/s]\nEpoch 0: |          | 1235/? [09:03<00:00,  2.27it/s]\nEpoch 0: |          | 1236/? [09:03<00:00,  2.27it/s]\nEpoch 0: |          | 1236/? [09:03<00:00,  2.27it/s]\nEpoch 0: |          | 1237/? [09:04<00:00,  2.27it/s]\nEpoch 0: |          | 1237/? [09:04<00:00,  2.27it/s]\nEpoch 0: |          | 1238/? [09:04<00:00,  2.27it/s]\nEpoch 0: |          | 1238/? [09:04<00:00,  2.27it/s]\nEpoch 0: |          | 1239/? [09:04<00:00,  2.27it/s]\nEpoch 0: |          | 1239/? [09:04<00:00,  2.27it/s]\nEpoch 0: |          | 1240/? [09:05<00:00,  2.27it/s]\nEpoch 0: |          | 1240/? [09:05<00:00,  2.27it/s]\nEpoch 0: |          | 1241/? [09:05<00:00,  2.27it/s]\nEpoch 0: |          | 1241/? [09:05<00:00,  2.27it/s]\nEpoch 0: |          | 1242/? [09:06<00:00,  2.27it/s]\nEpoch 0: |          | 1242/? [09:06<00:00,  2.27it/s]\nEpoch 0: |          | 1243/? [09:06<00:00,  2.27it/s]\nEpoch 0: |          | 1243/? [09:06<00:00,  2.27it/s]\nEpoch 0: |          | 1244/? [09:06<00:00,  2.27it/s]\nEpoch 0: |          | 1244/? [09:06<00:00,  2.27it/s]\nEpoch 0: |          | 1245/? [09:07<00:00,  2.28it/s]\nEpoch 0: |          | 1245/? [09:07<00:00,  2.28it/s]\nEpoch 0: |          | 1246/? [09:07<00:00,  2.28it/s]\nEpoch 0: |          | 1246/? [09:07<00:00,  2.28it/s]\nEpoch 0: |          | 1247/? [09:08<00:00,  2.28it/s]\nEpoch 0: |          | 1247/? [09:08<00:00,  2.28it/s]\nEpoch 0: |          | 1248/? [09:08<00:00,  2.28it/s]\nEpoch 0: |          | 1248/? [09:08<00:00,  2.28it/s]\nEpoch 0: |          | 1249/? [09:08<00:00,  2.28it/s]\nEpoch 0: |          | 1249/? [09:08<00:00,  2.28it/s]\nEpoch 0: |          | 1250/? [09:09<00:00,  2.28it/s]\nEpoch 0: |          | 1250/? [09:09<00:00,  2.28it/s]\nEpoch 0: |          | 1251/? [09:09<00:00,  2.28it/s]\nEpoch 0: |          | 1251/? [09:09<00:00,  2.28it/s]\nEpoch 0: |          | 1252/? [09:10<00:00,  2.28it/s]\nEpoch 0: |          | 1252/? [09:10<00:00,  2.28it/s]\nEpoch 0: |          | 1253/? [09:10<00:00,  2.28it/s]\nEpoch 0: |          | 1253/? [09:10<00:00,  2.28it/s]\nEpoch 0: |          | 1254/? [09:10<00:00,  2.28it/s]\nEpoch 0: |          | 1254/? [09:10<00:00,  2.28it/s]\nEpoch 0: |          | 1255/? [09:11<00:00,  2.28it/s]\nEpoch 0: |          | 1255/? [09:11<00:00,  2.28it/s]\nEpoch 0: |          | 1256/? [09:11<00:00,  2.28it/s]\nEpoch 0: |          | 1256/? [09:11<00:00,  2.28it/s]\nEpoch 0: |          | 1257/? [09:12<00:00,  2.28it/s]\nEpoch 0: |          | 1257/? [09:12<00:00,  2.28it/s]\nEpoch 0: |          | 1258/? [09:12<00:00,  2.28it/s]\nEpoch 0: |          | 1258/? [09:12<00:00,  2.28it/s]\nEpoch 0: |          | 1259/? [09:12<00:00,  2.28it/s]\nEpoch 0: |          | 1259/? [09:12<00:00,  2.28it/s]\nEpoch 0: |          | 1260/? [09:13<00:00,  2.28it/s]\nEpoch 0: |          | 1260/? [09:13<00:00,  2.28it/s]\nEpoch 0: |          | 1261/? [09:13<00:00,  2.28it/s]\nEpoch 0: |          | 1261/? [09:13<00:00,  2.28it/s]\nEpoch 0: |          | 1262/? [09:14<00:00,  2.28it/s]\nEpoch 0: |          | 1262/? [09:14<00:00,  2.28it/s]\nEpoch 0: |          | 1263/? [09:14<00:00,  2.28it/s]\nEpoch 0: |          | 1263/? [09:14<00:00,  2.28it/s]\nEpoch 0: |          | 1264/? [09:14<00:00,  2.28it/s]\nEpoch 0: |          | 1264/? [09:14<00:00,  2.28it/s]\nEpoch 0: |          | 1265/? [09:15<00:00,  2.28it/s]\nEpoch 0: |          | 1265/? [09:15<00:00,  2.28it/s]\nEpoch 0: |          | 1266/? [09:15<00:00,  2.28it/s]\nEpoch 0: |          | 1266/? [09:15<00:00,  2.28it/s]\nEpoch 0: |          | 1267/? [09:16<00:00,  2.28it/s]\nEpoch 0: |          | 1267/? [09:16<00:00,  2.28it/s]\nEpoch 0: |          | 1268/? [09:16<00:00,  2.28it/s]\nEpoch 0: |          | 1268/? [09:16<00:00,  2.28it/s]\nEpoch 0: |          | 1269/? [09:16<00:00,  2.28it/s]\nEpoch 0: |          | 1269/? [09:16<00:00,  2.28it/s]\nEpoch 0: |          | 1270/? [09:17<00:00,  2.28it/s]\nEpoch 0: |          | 1270/? [09:17<00:00,  2.28it/s]\nEpoch 0: |          | 1271/? [09:17<00:00,  2.28it/s]\nEpoch 0: |          | 1271/? [09:17<00:00,  2.28it/s]\nEpoch 0: |          | 1272/? [09:18<00:00,  2.28it/s]\nEpoch 0: |          | 1272/? [09:18<00:00,  2.28it/s]\nEpoch 0: |          | 1273/? [09:18<00:00,  2.28it/s]\nEpoch 0: |          | 1273/? [09:18<00:00,  2.28it/s]\nEpoch 0: |          | 1274/? [09:18<00:00,  2.28it/s]\nEpoch 0: |          | 1274/? [09:18<00:00,  2.28it/s]\nEpoch 0: |          | 1275/? [09:19<00:00,  2.28it/s]\nEpoch 0: |          | 1275/? [09:19<00:00,  2.28it/s]\nEpoch 0: |          | 1276/? [09:19<00:00,  2.28it/s]\nEpoch 0: |          | 1276/? [09:19<00:00,  2.28it/s]\nEpoch 0: |          | 1277/? [09:20<00:00,  2.28it/s]\nEpoch 0: |          | 1277/? [09:20<00:00,  2.28it/s]\nEpoch 0: |          | 1278/? [09:20<00:00,  2.28it/s]\nEpoch 0: |          | 1278/? [09:20<00:00,  2.28it/s]\nEpoch 0: |          | 1279/? [09:20<00:00,  2.28it/s]\nEpoch 0: |          | 1279/? [09:20<00:00,  2.28it/s]\nEpoch 0: |          | 1280/? [09:21<00:00,  2.28it/s]\nEpoch 0: |          | 1280/? [09:21<00:00,  2.28it/s]\nEpoch 0: |          | 1281/? [09:21<00:00,  2.28it/s]\nEpoch 0: |          | 1281/? [09:21<00:00,  2.28it/s]\nEpoch 0: |          | 1282/? [09:22<00:00,  2.28it/s]\nEpoch 0: |          | 1282/? [09:22<00:00,  2.28it/s]\nEpoch 0: |          | 1283/? [09:22<00:00,  2.28it/s]\nEpoch 0: |          | 1283/? [09:22<00:00,  2.28it/s]\nEpoch 0: |          | 1284/? [09:22<00:00,  2.28it/s]\nEpoch 0: |          | 1284/? [09:22<00:00,  2.28it/s]\nEpoch 0: |          | 1285/? [09:23<00:00,  2.28it/s]\nEpoch 0: |          | 1285/? [09:23<00:00,  2.28it/s]\nEpoch 0: |          | 1286/? [09:23<00:00,  2.28it/s]\nEpoch 0: |          | 1286/? [09:23<00:00,  2.28it/s]\nEpoch 0: |          | 1287/? [09:24<00:00,  2.28it/s]\nEpoch 0: |          | 1287/? [09:24<00:00,  2.28it/s]\nEpoch 0: |          | 1288/? [09:24<00:00,  2.28it/s]\nEpoch 0: |          | 1288/? [09:24<00:00,  2.28it/s]\nEpoch 0: |          | 1289/? [09:24<00:00,  2.28it/s]\nEpoch 0: |          | 1289/? [09:24<00:00,  2.28it/s]\nEpoch 0: |          | 1290/? [09:25<00:00,  2.28it/s]\nEpoch 0: |          | 1290/? [09:25<00:00,  2.28it/s]\nEpoch 0: |          | 1291/? [09:25<00:00,  2.28it/s]\nEpoch 0: |          | 1291/? [09:25<00:00,  2.28it/s]\nEpoch 0: |          | 1292/? [09:26<00:00,  2.28it/s]\nEpoch 0: |          | 1292/? [09:26<00:00,  2.28it/s]\nEpoch 0: |          | 1293/? [09:26<00:00,  2.28it/s]\nEpoch 0: |          | 1293/? [09:26<00:00,  2.28it/s]\nEpoch 0: |          | 1294/? [09:26<00:00,  2.28it/s]\nEpoch 0: |          | 1294/? [09:26<00:00,  2.28it/s]\nEpoch 0: |          | 1295/? [09:27<00:00,  2.28it/s]\nEpoch 0: |          | 1295/? [09:27<00:00,  2.28it/s]\nEpoch 0: |          | 1296/? [09:27<00:00,  2.28it/s]\nEpoch 0: |          | 1296/? [09:27<00:00,  2.28it/s]\nEpoch 0: |          | 1297/? [09:28<00:00,  2.28it/s]\nEpoch 0: |          | 1297/? [09:28<00:00,  2.28it/s]\nEpoch 0: |          | 1298/? [09:28<00:00,  2.28it/s]\nEpoch 0: |          | 1298/? [09:28<00:00,  2.28it/s]\nEpoch 0: |          | 1299/? [09:28<00:00,  2.28it/s]\nEpoch 0: |          | 1299/? [09:28<00:00,  2.28it/s]\nEpoch 0: |          | 1300/? [09:29<00:00,  2.28it/s]\nEpoch 0: |          | 1300/? [09:29<00:00,  2.28it/s]\nEpoch 0: |          | 1301/? [09:29<00:00,  2.28it/s]\nEpoch 0: |          | 1301/? [09:29<00:00,  2.28it/s]\nEpoch 0: |          | 1302/? [09:30<00:00,  2.28it/s]\nEpoch 0: |          | 1302/? [09:30<00:00,  2.28it/s]\nEpoch 0: |          | 1303/? [09:30<00:00,  2.28it/s]\nEpoch 0: |          | 1303/? [09:30<00:00,  2.28it/s]\nEpoch 0: |          | 1304/? [09:30<00:00,  2.28it/s]\nEpoch 0: |          | 1304/? [09:30<00:00,  2.28it/s]\nEpoch 0: |          | 1305/? [09:31<00:00,  2.28it/s]\nEpoch 0: |          | 1305/? [09:31<00:00,  2.28it/s]\nEpoch 0: |          | 1306/? [09:31<00:00,  2.28it/s]\nEpoch 0: |          | 1306/? [09:31<00:00,  2.28it/s]\nEpoch 0: |          | 1307/? [09:32<00:00,  2.28it/s]\nEpoch 0: |          | 1307/? [09:32<00:00,  2.28it/s]\nEpoch 0: |          | 1308/? [09:32<00:00,  2.28it/s]\nEpoch 0: |          | 1308/? [09:32<00:00,  2.28it/s]\nEpoch 0: |          | 1309/? [09:32<00:00,  2.29it/s]\nEpoch 0: |          | 1309/? [09:32<00:00,  2.29it/s]\nEpoch 0: |          | 1310/? [09:33<00:00,  2.29it/s]\nEpoch 0: |          | 1310/? [09:33<00:00,  2.29it/s]\nEpoch 0: |          | 1311/? [09:33<00:00,  2.29it/s]\nEpoch 0: |          | 1311/? [09:33<00:00,  2.29it/s]\nEpoch 0: |          | 1312/? [09:34<00:00,  2.29it/s]\nEpoch 0: |          | 1312/? [09:34<00:00,  2.29it/s]\nEpoch 0: |          | 1313/? [09:34<00:00,  2.29it/s]\nEpoch 0: |          | 1313/? [09:34<00:00,  2.29it/s]\nEpoch 0: |          | 1314/? [09:34<00:00,  2.29it/s]\nEpoch 0: |          | 1314/? [09:34<00:00,  2.29it/s]\nEpoch 0: |          | 1315/? [09:35<00:00,  2.29it/s]\nEpoch 0: |          | 1315/? [09:35<00:00,  2.29it/s]\nEpoch 0: |          | 1316/? [09:35<00:00,  2.29it/s]\nEpoch 0: |          | 1316/? [09:35<00:00,  2.29it/s]\nEpoch 0: |          | 1317/? [09:36<00:00,  2.29it/s]\nEpoch 0: |          | 1317/? [09:36<00:00,  2.29it/s]\nEpoch 0: |          | 1318/? [09:36<00:00,  2.29it/s]\nEpoch 0: |          | 1318/? [09:36<00:00,  2.29it/s]\nEpoch 0: |          | 1319/? [09:36<00:00,  2.29it/s]\nEpoch 0: |          | 1319/? [09:36<00:00,  2.29it/s]\nEpoch 0: |          | 1320/? [09:37<00:00,  2.29it/s]\nEpoch 0: |          | 1320/? [09:37<00:00,  2.29it/s]\nEpoch 0: |          | 1321/? [09:37<00:00,  2.29it/s]\nEpoch 0: |          | 1321/? [09:37<00:00,  2.29it/s]\nEpoch 0: |          | 1322/? [09:37<00:00,  2.29it/s]\nEpoch 0: |          | 1322/? [09:37<00:00,  2.29it/s]\nEpoch 0: |          | 1323/? [09:38<00:00,  2.29it/s]\nEpoch 0: |          | 1323/? [09:38<00:00,  2.29it/s]\nEpoch 0: |          | 1324/? [09:38<00:00,  2.29it/s]\nEpoch 0: |          | 1324/? [09:38<00:00,  2.29it/s]\nEpoch 0: |          | 1325/? [09:39<00:00,  2.29it/s]\nEpoch 0: |          | 1325/? [09:39<00:00,  2.29it/s]\nEpoch 0: |          | 1326/? [09:39<00:00,  2.29it/s]\nEpoch 0: |          | 1326/? [09:39<00:00,  2.29it/s]\nEpoch 0: |          | 1327/? [09:39<00:00,  2.29it/s]\nEpoch 0: |          | 1327/? [09:39<00:00,  2.29it/s]\nEpoch 0: |          | 1328/? [09:40<00:00,  2.29it/s]\nEpoch 0: |          | 1328/? [09:40<00:00,  2.29it/s]\nEpoch 0: |          | 1329/? [09:40<00:00,  2.29it/s]\nEpoch 0: |          | 1329/? [09:40<00:00,  2.29it/s]\nEpoch 0: |          | 1330/? [09:41<00:00,  2.29it/s]\nEpoch 0: |          | 1330/? [09:41<00:00,  2.29it/s]\nEpoch 0: |          | 1331/? [09:41<00:00,  2.29it/s]\nEpoch 0: |          | 1331/? [09:41<00:00,  2.29it/s]\nEpoch 0: |          | 1332/? [09:41<00:00,  2.29it/s]\nEpoch 0: |          | 1332/? [09:41<00:00,  2.29it/s]\nEpoch 0: |          | 1333/? [09:42<00:00,  2.29it/s]\nEpoch 0: |          | 1333/? [09:42<00:00,  2.29it/s]\nEpoch 0: |          | 1334/? [09:42<00:00,  2.29it/s]\nEpoch 0: |          | 1334/? [09:42<00:00,  2.29it/s]\nEpoch 0: |          | 1335/? [09:43<00:00,  2.29it/s]\nEpoch 0: |          | 1335/? [09:43<00:00,  2.29it/s]\nEpoch 0: |          | 1336/? [09:43<00:00,  2.29it/s]\nEpoch 0: |          | 1336/? [09:43<00:00,  2.29it/s]\nEpoch 0: |          | 1337/? [09:43<00:00,  2.29it/s]\nEpoch 0: |          | 1337/? [09:43<00:00,  2.29it/s]\nEpoch 0: |          | 1338/? [09:44<00:00,  2.29it/s]\nEpoch 0: |          | 1338/? [09:44<00:00,  2.29it/s]\nEpoch 0: |          | 1339/? [09:44<00:00,  2.29it/s]\nEpoch 0: |          | 1339/? [09:44<00:00,  2.29it/s]\nEpoch 0: |          | 1340/? [09:45<00:00,  2.29it/s]\nEpoch 0: |          | 1340/? [09:45<00:00,  2.29it/s]\nEpoch 0: |          | 1341/? [09:45<00:00,  2.29it/s]\nEpoch 0: |          | 1341/? [09:45<00:00,  2.29it/s]\nEpoch 0: |          | 1342/? [09:45<00:00,  2.29it/s]\nEpoch 0: |          | 1342/? [09:45<00:00,  2.29it/s]\nEpoch 0: |          | 1343/? [09:46<00:00,  2.29it/s]\nEpoch 0: |          | 1343/? [09:46<00:00,  2.29it/s]\nEpoch 0: |          | 1344/? [09:46<00:00,  2.29it/s]\nEpoch 0: |          | 1344/? [09:46<00:00,  2.29it/s]\nEpoch 0: |          | 1345/? [09:47<00:00,  2.29it/s]\nEpoch 0: |          | 1345/? [09:47<00:00,  2.29it/s]\nEpoch 0: |          | 1346/? [09:47<00:00,  2.29it/s]\nEpoch 0: |          | 1346/? [09:47<00:00,  2.29it/s]\nEpoch 0: |          | 1347/? [09:47<00:00,  2.29it/s]\nEpoch 0: |          | 1347/? [09:47<00:00,  2.29it/s]\nEpoch 0: |          | 1348/? [09:48<00:00,  2.29it/s]\nEpoch 0: |          | 1348/? [09:48<00:00,  2.29it/s]\nEpoch 0: |          | 1349/? [09:48<00:00,  2.29it/s]\nEpoch 0: |          | 1349/? [09:48<00:00,  2.29it/s]\nEpoch 0: |          | 1350/? [09:49<00:00,  2.29it/s]\nEpoch 0: |          | 1350/? [09:49<00:00,  2.29it/s]\nEpoch 0: |          | 1351/? [09:49<00:00,  2.29it/s]\nEpoch 0: |          | 1351/? [09:49<00:00,  2.29it/s]\nEpoch 0: |          | 1352/? [09:49<00:00,  2.29it/s]\nEpoch 0: |          | 1352/? [09:49<00:00,  2.29it/s]\nEpoch 0: |          | 1353/? [09:50<00:00,  2.29it/s]\nEpoch 0: |          | 1353/? [09:50<00:00,  2.29it/s]\nEpoch 0: |          | 1354/? [09:50<00:00,  2.29it/s]\nEpoch 0: |          | 1354/? [09:50<00:00,  2.29it/s]\nEpoch 0: |          | 1355/? [09:50<00:00,  2.29it/s]\nEpoch 0: |          | 1355/? [09:50<00:00,  2.29it/s]\nEpoch 0: |          | 1356/? [09:51<00:00,  2.29it/s]\nEpoch 0: |          | 1356/? [09:51<00:00,  2.29it/s]\nEpoch 0: |          | 1357/? [09:51<00:00,  2.29it/s]\nEpoch 0: |          | 1357/? [09:51<00:00,  2.29it/s]\nEpoch 0: |          | 1358/? [09:52<00:00,  2.29it/s]\nEpoch 0: |          | 1358/? [09:52<00:00,  2.29it/s]\nEpoch 0: |          | 1359/? [09:52<00:00,  2.29it/s]\nEpoch 0: |          | 1359/? [09:52<00:00,  2.29it/s]\nEpoch 0: |          | 1360/? [09:52<00:00,  2.29it/s]\nEpoch 0: |          | 1360/? [09:52<00:00,  2.29it/s]\nEpoch 0: |          | 1361/? [09:53<00:00,  2.29it/s]\nEpoch 0: |          | 1361/? [09:53<00:00,  2.29it/s]\nEpoch 0: |          | 1362/? [09:53<00:00,  2.29it/s]\nEpoch 0: |          | 1362/? [09:53<00:00,  2.29it/s]\nEpoch 0: |          | 1363/? [09:54<00:00,  2.29it/s]\nEpoch 0: |          | 1363/? [09:54<00:00,  2.29it/s]\nEpoch 0: |          | 1364/? [09:54<00:00,  2.29it/s]\nEpoch 0: |          | 1364/? [09:54<00:00,  2.29it/s]\nEpoch 0: |          | 1365/? [09:54<00:00,  2.29it/s]\nEpoch 0: |          | 1365/? [09:54<00:00,  2.29it/s]\nEpoch 0: |          | 1366/? [09:55<00:00,  2.29it/s]\nEpoch 0: |          | 1366/? [09:55<00:00,  2.29it/s]\nEpoch 0: |          | 1367/? [09:55<00:00,  2.29it/s]\nEpoch 0: |          | 1367/? [09:55<00:00,  2.29it/s]\nEpoch 0: |          | 1368/? [09:56<00:00,  2.29it/s]\nEpoch 0: |          | 1368/? [09:56<00:00,  2.29it/s]\nEpoch 0: |          | 1369/? [09:56<00:00,  2.30it/s]\nEpoch 0: |          | 1369/? [09:56<00:00,  2.30it/s]\nEpoch 0: |          | 1370/? [09:56<00:00,  2.30it/s]\nEpoch 0: |          | 1370/? [09:56<00:00,  2.30it/s]\nEpoch 0: |          | 1371/? [09:57<00:00,  2.30it/s]\nEpoch 0: |          | 1371/? [09:57<00:00,  2.30it/s]\nEpoch 0: |          | 1372/? [09:57<00:00,  2.30it/s]\nEpoch 0: |          | 1372/? [09:57<00:00,  2.30it/s]\nEpoch 0: |          | 1373/? [09:58<00:00,  2.30it/s]\nEpoch 0: |          | 1373/? [09:58<00:00,  2.30it/s]\nEpoch 0: |          | 1374/? [09:58<00:00,  2.30it/s]\nEpoch 0: |          | 1374/? [09:58<00:00,  2.30it/s]\nEpoch 0: |          | 1375/? [09:58<00:00,  2.30it/s]\nEpoch 0: |          | 1375/? [09:58<00:00,  2.30it/s]\nEpoch 0: |          | 1376/? [09:59<00:00,  2.30it/s]\nEpoch 0: |          | 1376/? [09:59<00:00,  2.30it/s]\nEpoch 0: |          | 1377/? [09:59<00:00,  2.30it/s]\nEpoch 0: |          | 1377/? [09:59<00:00,  2.30it/s]\nEpoch 0: |          | 1378/? [10:00<00:00,  2.30it/s]\nEpoch 0: |          | 1378/? [10:00<00:00,  2.30it/s]\nEpoch 0: |          | 1379/? [10:00<00:00,  2.30it/s]\nEpoch 0: |          | 1379/? [10:00<00:00,  2.30it/s]\nEpoch 0: |          | 1380/? [10:00<00:00,  2.30it/s]\nEpoch 0: |          | 1380/? [10:00<00:00,  2.30it/s]\nEpoch 0: |          | 1381/? [10:01<00:00,  2.30it/s]\nEpoch 0: |          | 1381/? [10:01<00:00,  2.30it/s]\nEpoch 0: |          | 1382/? [10:01<00:00,  2.30it/s]\nEpoch 0: |          | 1382/? [10:01<00:00,  2.30it/s]\nEpoch 0: |          | 1383/? [10:02<00:00,  2.30it/s]\nEpoch 0: |          | 1383/? [10:02<00:00,  2.30it/s]\nEpoch 0: |          | 1384/? [10:02<00:00,  2.30it/s]\nEpoch 0: |          | 1384/? [10:02<00:00,  2.30it/s]\nEpoch 0: |          | 1385/? [10:02<00:00,  2.30it/s]\nEpoch 0: |          | 1385/? [10:02<00:00,  2.30it/s]\nEpoch 0: |          | 1386/? [10:03<00:00,  2.30it/s]\nEpoch 0: |          | 1386/? [10:03<00:00,  2.30it/s]\nEpoch 0: |          | 1387/? [10:03<00:00,  2.30it/s]\nEpoch 0: |          | 1387/? [10:03<00:00,  2.30it/s]\nEpoch 0: |          | 1388/? [10:03<00:00,  2.30it/s]\nEpoch 0: |          | 1388/? [10:03<00:00,  2.30it/s]\nEpoch 0: |          | 1389/? [10:04<00:00,  2.30it/s]\nEpoch 0: |          | 1389/? [10:04<00:00,  2.30it/s]\nEpoch 0: |          | 1390/? [10:04<00:00,  2.30it/s]\nEpoch 0: |          | 1390/? [10:04<00:00,  2.30it/s]\nEpoch 0: |          | 1391/? [10:05<00:00,  2.30it/s]\nEpoch 0: |          | 1391/? [10:05<00:00,  2.30it/s]\nEpoch 0: |          | 1392/? [10:05<00:00,  2.30it/s]\nEpoch 0: |          | 1392/? [10:05<00:00,  2.30it/s]\nEpoch 0: |          | 1393/? [10:05<00:00,  2.30it/s]\nEpoch 0: |          | 1393/? [10:05<00:00,  2.30it/s]\nEpoch 0: |          | 1394/? [10:06<00:00,  2.30it/s]\nEpoch 0: |          | 1394/? [10:06<00:00,  2.30it/s]\nEpoch 0: |          | 1395/? [10:06<00:00,  2.30it/s]\nEpoch 0: |          | 1395/? [10:06<00:00,  2.30it/s]\nEpoch 0: |          | 1396/? [10:07<00:00,  2.30it/s]\nEpoch 0: |          | 1396/? [10:07<00:00,  2.30it/s]\nEpoch 0: |          | 1397/? [10:07<00:00,  2.30it/s]\nEpoch 0: |          | 1397/? [10:07<00:00,  2.30it/s]\nEpoch 0: |          | 1398/? [10:07<00:00,  2.30it/s]\nEpoch 0: |          | 1398/? [10:07<00:00,  2.30it/s]\nEpoch 0: |          | 1399/? [10:08<00:00,  2.30it/s]\nEpoch 0: |          | 1399/? [10:08<00:00,  2.30it/s]\nEpoch 0: |          | 1400/? [10:08<00:00,  2.30it/s]\nEpoch 0: |          | 1400/? [10:08<00:00,  2.30it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  6.05it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  6.15it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  6.09it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.15it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 1400/? [10:09<00:00,  2.30it/s]\nEpoch 0: |          | 1401/? [10:09<00:00,  2.30it/s]\nEpoch 0: |          | 1401/? [10:09<00:00,  2.30it/s]\nEpoch 0: |          | 1402/? [10:10<00:00,  2.30it/s]\nEpoch 0: |          | 1402/? [10:10<00:00,  2.30it/s]\nEpoch 0: |          | 1403/? [10:10<00:00,  2.30it/s]\nEpoch 0: |          | 1403/? [10:10<00:00,  2.30it/s]\nEpoch 0: |          | 1404/? [10:10<00:00,  2.30it/s]\nEpoch 0: |          | 1404/? [10:10<00:00,  2.30it/s]\nEpoch 0: |          | 1405/? [10:11<00:00,  2.30it/s]\nEpoch 0: |          | 1405/? [10:11<00:00,  2.30it/s]\nEpoch 0: |          | 1406/? [10:11<00:00,  2.30it/s]\nEpoch 0: |          | 1406/? [10:11<00:00,  2.30it/s]\nEpoch 0: |          | 1407/? [10:12<00:00,  2.30it/s]\nEpoch 0: |          | 1407/? [10:12<00:00,  2.30it/s]\nEpoch 0: |          | 1408/? [10:12<00:00,  2.30it/s]\nEpoch 0: |          | 1408/? [10:12<00:00,  2.30it/s]\nEpoch 0: |          | 1409/? [10:12<00:00,  2.30it/s]\nEpoch 0: |          | 1409/? [10:12<00:00,  2.30it/s]\nEpoch 0: |          | 1410/? [10:13<00:00,  2.30it/s]\nEpoch 0: |          | 1410/? [10:13<00:00,  2.30it/s]\nEpoch 0: |          | 1411/? [10:13<00:00,  2.30it/s]\nEpoch 0: |          | 1411/? [10:13<00:00,  2.30it/s]\nEpoch 0: |          | 1412/? [10:13<00:00,  2.30it/s]\nEpoch 0: |          | 1412/? [10:13<00:00,  2.30it/s]\nEpoch 0: |          | 1413/? [10:14<00:00,  2.30it/s]\nEpoch 0: |          | 1413/? [10:14<00:00,  2.30it/s]\nEpoch 0: |          | 1414/? [10:14<00:00,  2.30it/s]\nEpoch 0: |          | 1414/? [10:14<00:00,  2.30it/s]\nEpoch 0: |          | 1415/? [10:15<00:00,  2.30it/s]\nEpoch 0: |          | 1415/? [10:15<00:00,  2.30it/s]\nEpoch 0: |          | 1416/? [10:15<00:00,  2.30it/s]\nEpoch 0: |          | 1416/? [10:15<00:00,  2.30it/s]\nEpoch 0: |          | 1417/? [10:15<00:00,  2.30it/s]\nEpoch 0: |          | 1417/? [10:15<00:00,  2.30it/s]\nEpoch 0: |          | 1418/? [10:16<00:00,  2.30it/s]\nEpoch 0: |          | 1418/? [10:16<00:00,  2.30it/s]\nEpoch 0: |          | 1419/? [10:16<00:00,  2.30it/s]\nEpoch 0: |          | 1419/? [10:16<00:00,  2.30it/s]\nEpoch 0: |          | 1420/? [10:17<00:00,  2.30it/s]\nEpoch 0: |          | 1420/? [10:17<00:00,  2.30it/s]\nEpoch 0: |          | 1421/? [10:17<00:00,  2.30it/s]\nEpoch 0: |          | 1421/? [10:17<00:00,  2.30it/s]\nEpoch 0: |          | 1422/? [10:17<00:00,  2.30it/s]\nEpoch 0: |          | 1422/? [10:17<00:00,  2.30it/s]\nEpoch 0: |          | 1423/? [10:18<00:00,  2.30it/s]\nEpoch 0: |          | 1423/? [10:18<00:00,  2.30it/s]\nEpoch 0: |          | 1424/? [10:18<00:00,  2.30it/s]\nEpoch 0: |          | 1424/? [10:18<00:00,  2.30it/s]\nEpoch 0: |          | 1425/? [10:19<00:00,  2.30it/s]\nEpoch 0: |          | 1425/? [10:19<00:00,  2.30it/s]\nEpoch 0: |          | 1426/? [10:19<00:00,  2.30it/s]\nEpoch 0: |          | 1426/? [10:19<00:00,  2.30it/s]\nEpoch 0: |          | 1427/? [10:19<00:00,  2.30it/s]\nEpoch 0: |          | 1427/? [10:19<00:00,  2.30it/s]\nEpoch 0: |          | 1428/? [10:20<00:00,  2.30it/s]\nEpoch 0: |          | 1428/? [10:20<00:00,  2.30it/s]\nEpoch 0: |          | 1429/? [10:20<00:00,  2.30it/s]\nEpoch 0: |          | 1429/? [10:20<00:00,  2.30it/s]\nEpoch 0: |          | 1430/? [10:20<00:00,  2.30it/s]\nEpoch 0: |          | 1430/? [10:20<00:00,  2.30it/s]\nEpoch 0: |          | 1431/? [10:21<00:00,  2.30it/s]\nEpoch 0: |          | 1431/? [10:21<00:00,  2.30it/s]\nEpoch 0: |          | 1432/? [10:21<00:00,  2.30it/s]\nEpoch 0: |          | 1432/? [10:21<00:00,  2.30it/s]\nEpoch 0: |          | 1433/? [10:22<00:00,  2.30it/s]\nEpoch 0: |          | 1433/? [10:22<00:00,  2.30it/s]\nEpoch 0: |          | 1434/? [10:22<00:00,  2.30it/s]\nEpoch 0: |          | 1434/? [10:22<00:00,  2.30it/s]\nEpoch 0: |          | 1435/? [10:22<00:00,  2.30it/s]\nEpoch 0: |          | 1435/? [10:22<00:00,  2.30it/s]\nEpoch 0: |          | 1436/? [10:23<00:00,  2.30it/s]\nEpoch 0: |          | 1436/? [10:23<00:00,  2.30it/s]\nEpoch 0: |          | 1437/? [10:23<00:00,  2.30it/s]\nEpoch 0: |          | 1437/? [10:23<00:00,  2.30it/s]\nEpoch 0: |          | 1438/? [10:24<00:00,  2.30it/s]\nEpoch 0: |          | 1438/? [10:24<00:00,  2.30it/s]\nEpoch 0: |          | 1439/? [10:24<00:00,  2.30it/s]\nEpoch 0: |          | 1439/? [10:24<00:00,  2.30it/s]\nEpoch 0: |          | 1440/? [10:24<00:00,  2.30it/s]\nEpoch 0: |          | 1440/? [10:24<00:00,  2.30it/s]\nEpoch 0: |          | 1441/? [10:25<00:00,  2.30it/s]\nEpoch 0: |          | 1441/? [10:25<00:00,  2.30it/s]\nEpoch 0: |          | 1442/? [10:25<00:00,  2.30it/s]\nEpoch 0: |          | 1442/? [10:25<00:00,  2.30it/s]\nEpoch 0: |          | 1443/? [10:26<00:00,  2.31it/s]\nEpoch 0: |          | 1443/? [10:26<00:00,  2.31it/s]\nEpoch 0: |          | 1444/? [10:26<00:00,  2.31it/s]\nEpoch 0: |          | 1444/? [10:26<00:00,  2.31it/s]\nEpoch 0: |          | 1445/? [10:26<00:00,  2.31it/s]\nEpoch 0: |          | 1445/? [10:26<00:00,  2.31it/s]\nEpoch 0: |          | 1446/? [10:27<00:00,  2.31it/s]\nEpoch 0: |          | 1446/? [10:27<00:00,  2.31it/s]\nEpoch 0: |          | 1447/? [10:27<00:00,  2.31it/s]\nEpoch 0: |          | 1447/? [10:27<00:00,  2.31it/s]\nEpoch 0: |          | 1448/? [10:27<00:00,  2.31it/s]\nEpoch 0: |          | 1448/? [10:27<00:00,  2.31it/s]\nEpoch 0: |          | 1449/? [10:28<00:00,  2.31it/s]\nEpoch 0: |          | 1449/? [10:28<00:00,  2.31it/s]\nEpoch 0: |          | 1450/? [10:28<00:00,  2.31it/s]\nEpoch 0: |          | 1450/? [10:28<00:00,  2.31it/s]\nEpoch 0: |          | 1451/? [10:29<00:00,  2.31it/s]\nEpoch 0: |          | 1451/? [10:29<00:00,  2.31it/s]\nEpoch 0: |          | 1452/? [10:29<00:00,  2.31it/s]\nEpoch 0: |          | 1452/? [10:29<00:00,  2.31it/s]\nEpoch 0: |          | 1453/? [10:29<00:00,  2.31it/s]\nEpoch 0: |          | 1453/? [10:29<00:00,  2.31it/s]\nEpoch 0: |          | 1454/? [10:30<00:00,  2.31it/s]\nEpoch 0: |          | 1454/? [10:30<00:00,  2.31it/s]\nEpoch 0: |          | 1455/? [10:30<00:00,  2.31it/s]\nEpoch 0: |          | 1455/? [10:30<00:00,  2.31it/s]\nEpoch 0: |          | 1456/? [10:31<00:00,  2.31it/s]\nEpoch 0: |          | 1456/? [10:31<00:00,  2.31it/s]\nEpoch 0: |          | 1457/? [10:31<00:00,  2.31it/s]\nEpoch 0: |          | 1457/? [10:31<00:00,  2.31it/s]\nEpoch 0: |          | 1458/? [10:31<00:00,  2.31it/s]\nEpoch 0: |          | 1458/? [10:31<00:00,  2.31it/s]\nEpoch 0: |          | 1459/? [10:32<00:00,  2.31it/s]\nEpoch 0: |          | 1459/? [10:32<00:00,  2.31it/s]\nEpoch 0: |          | 1460/? [10:32<00:00,  2.31it/s]\nEpoch 0: |          | 1460/? [10:32<00:00,  2.31it/s]\nEpoch 0: |          | 1461/? [10:33<00:00,  2.31it/s]\nEpoch 0: |          | 1461/? [10:33<00:00,  2.31it/s]\nEpoch 0: |          | 1462/? [10:33<00:00,  2.31it/s]\nEpoch 0: |          | 1462/? [10:33<00:00,  2.31it/s]\nEpoch 0: |          | 1463/? [10:33<00:00,  2.31it/s]\nEpoch 0: |          | 1463/? [10:33<00:00,  2.31it/s]\nEpoch 0: |          | 1464/? [10:34<00:00,  2.31it/s]\nEpoch 0: |          | 1464/? [10:34<00:00,  2.31it/s]\nEpoch 0: |          | 1465/? [10:34<00:00,  2.31it/s]\nEpoch 0: |          | 1465/? [10:34<00:00,  2.31it/s]\nEpoch 0: |          | 1466/? [10:34<00:00,  2.31it/s]\nEpoch 0: |          | 1466/? [10:34<00:00,  2.31it/s]\nEpoch 0: |          | 1467/? [10:35<00:00,  2.31it/s]\nEpoch 0: |          | 1467/? [10:35<00:00,  2.31it/s]\nEpoch 0: |          | 1468/? [10:35<00:00,  2.31it/s]\nEpoch 0: |          | 1468/? [10:35<00:00,  2.31it/s]\nEpoch 0: |          | 1469/? [10:36<00:00,  2.31it/s]\nEpoch 0: |          | 1469/? [10:36<00:00,  2.31it/s]\nEpoch 0: |          | 1470/? [10:36<00:00,  2.31it/s]\nEpoch 0: |          | 1470/? [10:36<00:00,  2.31it/s]\nEpoch 0: |          | 1471/? [10:36<00:00,  2.31it/s]\nEpoch 0: |          | 1471/? [10:36<00:00,  2.31it/s]\nEpoch 0: |          | 1472/? [10:37<00:00,  2.31it/s]\nEpoch 0: |          | 1472/? [10:37<00:00,  2.31it/s]\nEpoch 0: |          | 1473/? [10:37<00:00,  2.31it/s]\nEpoch 0: |          | 1473/? [10:37<00:00,  2.31it/s]\nEpoch 0: |          | 1474/? [10:38<00:00,  2.31it/s]\nEpoch 0: |          | 1474/? [10:38<00:00,  2.31it/s]\nEpoch 0: |          | 1475/? [10:38<00:00,  2.31it/s]\nEpoch 0: |          | 1475/? [10:38<00:00,  2.31it/s]\nEpoch 0: |          | 1476/? [10:38<00:00,  2.31it/s]\nEpoch 0: |          | 1476/? [10:38<00:00,  2.31it/s]\nEpoch 0: |          | 1477/? [10:39<00:00,  2.31it/s]\nEpoch 0: |          | 1477/? [10:39<00:00,  2.31it/s]\nEpoch 0: |          | 1478/? [10:39<00:00,  2.31it/s]\nEpoch 0: |          | 1478/? [10:39<00:00,  2.31it/s]\nEpoch 0: |          | 1479/? [10:40<00:00,  2.31it/s]\nEpoch 0: |          | 1479/? [10:40<00:00,  2.31it/s]\nEpoch 0: |          | 1480/? [10:40<00:00,  2.31it/s]\nEpoch 0: |          | 1480/? [10:40<00:00,  2.31it/s]\nEpoch 0: |          | 1481/? [10:40<00:00,  2.31it/s]\nEpoch 0: |          | 1481/? [10:40<00:00,  2.31it/s]\nEpoch 0: |          | 1482/? [10:41<00:00,  2.31it/s]\nEpoch 0: |          | 1482/? [10:41<00:00,  2.31it/s]\nEpoch 0: |          | 1483/? [10:41<00:00,  2.31it/s]\nEpoch 0: |          | 1483/? [10:41<00:00,  2.31it/s]\nEpoch 0: |          | 1484/? [10:41<00:00,  2.31it/s]\nEpoch 0: |          | 1484/? [10:41<00:00,  2.31it/s]\nEpoch 0: |          | 1485/? [10:42<00:00,  2.31it/s]\nEpoch 0: |          | 1485/? [10:42<00:00,  2.31it/s]\nEpoch 0: |          | 1486/? [10:42<00:00,  2.31it/s]\nEpoch 0: |          | 1486/? [10:42<00:00,  2.31it/s]\nEpoch 0: |          | 1487/? [10:43<00:00,  2.31it/s]\nEpoch 0: |          | 1487/? [10:43<00:00,  2.31it/s]\nEpoch 0: |          | 1488/? [10:43<00:00,  2.31it/s]\nEpoch 0: |          | 1488/? [10:43<00:00,  2.31it/s]\nEpoch 0: |          | 1489/? [10:43<00:00,  2.31it/s]\nEpoch 0: |          | 1489/? [10:43<00:00,  2.31it/s]\nEpoch 0: |          | 1490/? [10:44<00:00,  2.31it/s]\nEpoch 0: |          | 1490/? [10:44<00:00,  2.31it/s]\nEpoch 0: |          | 1491/? [10:44<00:00,  2.31it/s]\nEpoch 0: |          | 1491/? [10:44<00:00,  2.31it/s]\nEpoch 0: |          | 1492/? [10:45<00:00,  2.31it/s]\nEpoch 0: |          | 1492/? [10:45<00:00,  2.31it/s]\nEpoch 0: |          | 1493/? [10:45<00:00,  2.31it/s]\nEpoch 0: |          | 1493/? [10:45<00:00,  2.31it/s]\nEpoch 0: |          | 1494/? [10:45<00:00,  2.31it/s]\nEpoch 0: |          | 1494/? [10:45<00:00,  2.31it/s]\nEpoch 0: |          | 1495/? [10:46<00:00,  2.31it/s]\nEpoch 0: |          | 1495/? [10:46<00:00,  2.31it/s]\nEpoch 0: |          | 1496/? [10:46<00:00,  2.31it/s]\nEpoch 0: |          | 1496/? [10:46<00:00,  2.31it/s]\nEpoch 0: |          | 1497/? [10:47<00:00,  2.31it/s]\nEpoch 0: |          | 1497/? [10:47<00:00,  2.31it/s]\nEpoch 0: |          | 1498/? [10:47<00:00,  2.31it/s]\nEpoch 0: |          | 1498/? [10:47<00:00,  2.31it/s]\nEpoch 0: |          | 1499/? [10:47<00:00,  2.31it/s]\nEpoch 0: |          | 1499/? [10:47<00:00,  2.31it/s]\nEpoch 0: |          | 1500/? [10:48<00:00,  2.31it/s]\nEpoch 0: |          | 1500/? [10:48<00:00,  2.31it/s]\nEpoch 0: |          | 1501/? [10:48<00:00,  2.31it/s]\nEpoch 0: |          | 1501/? [10:48<00:00,  2.31it/s]\nEpoch 0: |          | 1502/? [10:48<00:00,  2.31it/s]\nEpoch 0: |          | 1502/? [10:48<00:00,  2.31it/s]\nEpoch 0: |          | 1503/? [10:49<00:00,  2.31it/s]\nEpoch 0: |          | 1503/? [10:49<00:00,  2.31it/s]\nEpoch 0: |          | 1504/? [10:49<00:00,  2.31it/s]\nEpoch 0: |          | 1504/? [10:49<00:00,  2.31it/s]\nEpoch 0: |          | 1505/? [10:50<00:00,  2.31it/s]\nEpoch 0: |          | 1505/? [10:50<00:00,  2.31it/s]\nEpoch 0: |          | 1506/? [10:50<00:00,  2.31it/s]\nEpoch 0: |          | 1506/? [10:50<00:00,  2.31it/s]\nEpoch 0: |          | 1507/? [10:50<00:00,  2.32it/s]\nEpoch 0: |          | 1507/? [10:50<00:00,  2.32it/s]\nEpoch 0: |          | 1508/? [10:51<00:00,  2.32it/s]\nEpoch 0: |          | 1508/? [10:51<00:00,  2.32it/s]\nEpoch 0: |          | 1509/? [10:51<00:00,  2.32it/s]\nEpoch 0: |          | 1509/? [10:51<00:00,  2.32it/s]\nEpoch 0: |          | 1510/? [10:52<00:00,  2.32it/s]\nEpoch 0: |          | 1510/? [10:52<00:00,  2.32it/s]\nEpoch 0: |          | 1511/? [10:52<00:00,  2.32it/s]\nEpoch 0: |          | 1511/? [10:52<00:00,  2.32it/s]\nEpoch 0: |          | 1512/? [10:52<00:00,  2.32it/s]\nEpoch 0: |          | 1512/? [10:52<00:00,  2.32it/s]\nEpoch 0: |          | 1513/? [10:53<00:00,  2.32it/s]\nEpoch 0: |          | 1513/? [10:53<00:00,  2.32it/s]\nEpoch 0: |          | 1514/? [10:53<00:00,  2.32it/s]\nEpoch 0: |          | 1514/? [10:53<00:00,  2.32it/s]\nEpoch 0: |          | 1515/? [10:54<00:00,  2.32it/s]\nEpoch 0: |          | 1515/? [10:54<00:00,  2.32it/s]\nEpoch 0: |          | 1516/? [10:54<00:00,  2.32it/s]\nEpoch 0: |          | 1516/? [10:54<00:00,  2.32it/s]\nEpoch 0: |          | 1517/? [10:54<00:00,  2.32it/s]\nEpoch 0: |          | 1517/? [10:54<00:00,  2.32it/s]\nEpoch 0: |          | 1518/? [10:55<00:00,  2.32it/s]\nEpoch 0: |          | 1518/? [10:55<00:00,  2.32it/s]\nEpoch 0: |          | 1519/? [10:55<00:00,  2.32it/s]\nEpoch 0: |          | 1519/? [10:55<00:00,  2.32it/s]\nEpoch 0: |          | 1520/? [10:56<00:00,  2.32it/s]\nEpoch 0: |          | 1520/? [10:56<00:00,  2.32it/s]\nEpoch 0: |          | 1521/? [10:56<00:00,  2.32it/s]\nEpoch 0: |          | 1521/? [10:56<00:00,  2.32it/s]\nEpoch 0: |          | 1522/? [10:56<00:00,  2.32it/s]\nEpoch 0: |          | 1522/? [10:56<00:00,  2.32it/s]\nEpoch 0: |          | 1523/? [10:57<00:00,  2.32it/s]\nEpoch 0: |          | 1523/? [10:57<00:00,  2.32it/s]\nEpoch 0: |          | 1524/? [10:57<00:00,  2.32it/s]\nEpoch 0: |          | 1524/? [10:57<00:00,  2.32it/s]\nEpoch 0: |          | 1525/? [10:58<00:00,  2.32it/s]\nEpoch 0: |          | 1525/? [10:58<00:00,  2.32it/s]\nEpoch 0: |          | 1526/? [10:58<00:00,  2.32it/s]\nEpoch 0: |          | 1526/? [10:58<00:00,  2.32it/s]\nEpoch 0: |          | 1527/? [10:58<00:00,  2.32it/s]\nEpoch 0: |          | 1527/? [10:58<00:00,  2.32it/s]\nEpoch 0: |          | 1528/? [10:59<00:00,  2.32it/s]\nEpoch 0: |          | 1528/? [10:59<00:00,  2.32it/s]\nEpoch 0: |          | 1529/? [10:59<00:00,  2.32it/s]\nEpoch 0: |          | 1529/? [10:59<00:00,  2.32it/s]\nEpoch 0: |          | 1530/? [10:59<00:00,  2.32it/s]\nEpoch 0: |          | 1530/? [10:59<00:00,  2.32it/s]\nEpoch 0: |          | 1531/? [11:00<00:00,  2.32it/s]\nEpoch 0: |          | 1531/? [11:00<00:00,  2.32it/s]\nEpoch 0: |          | 1532/? [11:00<00:00,  2.32it/s]\nEpoch 0: |          | 1532/? [11:00<00:00,  2.32it/s]\nEpoch 0: |          | 1533/? [11:01<00:00,  2.32it/s]\nEpoch 0: |          | 1533/? [11:01<00:00,  2.32it/s]\nEpoch 0: |          | 1534/? [11:01<00:00,  2.32it/s]\nEpoch 0: |          | 1534/? [11:01<00:00,  2.32it/s]\nEpoch 0: |          | 1535/? [11:01<00:00,  2.32it/s]\nEpoch 0: |          | 1535/? [11:01<00:00,  2.32it/s]\nEpoch 0: |          | 1536/? [11:02<00:00,  2.32it/s]\nEpoch 0: |          | 1536/? [11:02<00:00,  2.32it/s]\nEpoch 0: |          | 1537/? [11:02<00:00,  2.32it/s]\nEpoch 0: |          | 1537/? [11:02<00:00,  2.32it/s]\nEpoch 0: |          | 1538/? [11:03<00:00,  2.32it/s]\nEpoch 0: |          | 1538/? [11:03<00:00,  2.32it/s]\nEpoch 0: |          | 1539/? [11:03<00:00,  2.32it/s]\nEpoch 0: |          | 1539/? [11:03<00:00,  2.32it/s]\nEpoch 0: |          | 1540/? [11:03<00:00,  2.32it/s]\nEpoch 0: |          | 1540/? [11:03<00:00,  2.32it/s]\nEpoch 0: |          | 1541/? [11:04<00:00,  2.32it/s]\nEpoch 0: |          | 1541/? [11:04<00:00,  2.32it/s]\nEpoch 0: |          | 1542/? [11:04<00:00,  2.32it/s]\nEpoch 0: |          | 1542/? [11:04<00:00,  2.32it/s]\nEpoch 0: |          | 1543/? [11:05<00:00,  2.32it/s]\nEpoch 0: |          | 1543/? [11:05<00:00,  2.32it/s]\nEpoch 0: |          | 1544/? [11:05<00:00,  2.32it/s]\nEpoch 0: |          | 1544/? [11:05<00:00,  2.32it/s]\nEpoch 0: |          | 1545/? [11:05<00:00,  2.32it/s]\nEpoch 0: |          | 1545/? [11:05<00:00,  2.32it/s]\nEpoch 0: |          | 1546/? [11:06<00:00,  2.32it/s]\nEpoch 0: |          | 1546/? [11:06<00:00,  2.32it/s]\nEpoch 0: |          | 1547/? [11:06<00:00,  2.32it/s]\nEpoch 0: |          | 1547/? [11:06<00:00,  2.32it/s]\nEpoch 0: |          | 1548/? [11:07<00:00,  2.32it/s]\nEpoch 0: |          | 1548/? [11:07<00:00,  2.32it/s]\nEpoch 0: |          | 1549/? [11:07<00:00,  2.32it/s]\nEpoch 0: |          | 1549/? [11:07<00:00,  2.32it/s]\nEpoch 0: |          | 1550/? [11:07<00:00,  2.32it/s]\nEpoch 0: |          | 1550/? [11:07<00:00,  2.32it/s]\nEpoch 0: |          | 1551/? [11:08<00:00,  2.32it/s]\nEpoch 0: |          | 1551/? [11:08<00:00,  2.32it/s]\nEpoch 0: |          | 1552/? [11:08<00:00,  2.32it/s]\nEpoch 0: |          | 1552/? [11:08<00:00,  2.32it/s]\nEpoch 0: |          | 1553/? [11:08<00:00,  2.32it/s]\nEpoch 0: |          | 1553/? [11:08<00:00,  2.32it/s]\nEpoch 0: |          | 1554/? [11:09<00:00,  2.32it/s]\nEpoch 0: |          | 1554/? [11:09<00:00,  2.32it/s]\nEpoch 0: |          | 1555/? [11:09<00:00,  2.32it/s]\nEpoch 0: |          | 1555/? [11:09<00:00,  2.32it/s]\nEpoch 0: |          | 1556/? [11:10<00:00,  2.32it/s]\nEpoch 0: |          | 1556/? [11:10<00:00,  2.32it/s]\nEpoch 0: |          | 1557/? [11:10<00:00,  2.32it/s]\nEpoch 0: |          | 1557/? [11:10<00:00,  2.32it/s]\nEpoch 0: |          | 1558/? [11:10<00:00,  2.32it/s]\nEpoch 0: |          | 1558/? [11:10<00:00,  2.32it/s]\nEpoch 0: |          | 1559/? [11:11<00:00,  2.32it/s]\nEpoch 0: |          | 1559/? [11:11<00:00,  2.32it/s]\nEpoch 0: |          | 1560/? [11:11<00:00,  2.32it/s]\nEpoch 0: |          | 1560/? [11:11<00:00,  2.32it/s]\nEpoch 0: |          | 1561/? [11:12<00:00,  2.32it/s]\nEpoch 0: |          | 1561/? [11:12<00:00,  2.32it/s]\nEpoch 0: |          | 1562/? [11:12<00:00,  2.32it/s]\nEpoch 0: |          | 1562/? [11:12<00:00,  2.32it/s]\nEpoch 0: |          | 1563/? [11:12<00:00,  2.32it/s]\nEpoch 0: |          | 1563/? [11:12<00:00,  2.32it/s]\nEpoch 0: |          | 1564/? [11:13<00:00,  2.32it/s]\nEpoch 0: |          | 1564/? [11:13<00:00,  2.32it/s]\nEpoch 0: |          | 1565/? [11:13<00:00,  2.32it/s]\nEpoch 0: |          | 1565/? [11:13<00:00,  2.32it/s]\nEpoch 0: |          | 1566/? [11:14<00:00,  2.32it/s]\nEpoch 0: |          | 1566/? [11:14<00:00,  2.32it/s]\nEpoch 0: |          | 1567/? [11:14<00:00,  2.32it/s]\nEpoch 0: |          | 1567/? [11:14<00:00,  2.32it/s]\nEpoch 0: |          | 1568/? [11:14<00:00,  2.32it/s]\nEpoch 0: |          | 1568/? [11:14<00:00,  2.32it/s]\nEpoch 0: |          | 1569/? [11:15<00:00,  2.32it/s]\nEpoch 0: |          | 1569/? [11:15<00:00,  2.32it/s]\nEpoch 0: |          | 1570/? [11:15<00:00,  2.32it/s]\nEpoch 0: |          | 1570/? [11:15<00:00,  2.32it/s]\nEpoch 0: |          | 1571/? [11:15<00:00,  2.32it/s]\nEpoch 0: |          | 1571/? [11:15<00:00,  2.32it/s]\nEpoch 0: |          | 1572/? [11:16<00:00,  2.32it/s]\nEpoch 0: |          | 1572/? [11:16<00:00,  2.32it/s]\nEpoch 0: |          | 1573/? [11:16<00:00,  2.32it/s]\nEpoch 0: |          | 1573/? [11:16<00:00,  2.32it/s]\nEpoch 0: |          | 1574/? [11:17<00:00,  2.32it/s]\nEpoch 0: |          | 1574/? [11:17<00:00,  2.32it/s]\nEpoch 0: |          | 1575/? [11:17<00:00,  2.32it/s]\nEpoch 0: |          | 1575/? [11:17<00:00,  2.32it/s]\nEpoch 0: |          | 1576/? [11:17<00:00,  2.32it/s]\nEpoch 0: |          | 1576/? [11:17<00:00,  2.32it/s]\nEpoch 0: |          | 1577/? [11:18<00:00,  2.32it/s]\nEpoch 0: |          | 1577/? [11:18<00:00,  2.32it/s]\nEpoch 0: |          | 1578/? [11:18<00:00,  2.33it/s]\nEpoch 0: |          | 1578/? [11:18<00:00,  2.33it/s]\nEpoch 0: |          | 1579/? [11:19<00:00,  2.33it/s]\nEpoch 0: |          | 1579/? [11:19<00:00,  2.33it/s]\nEpoch 0: |          | 1580/? [11:19<00:00,  2.33it/s]\nEpoch 0: |          | 1580/? [11:19<00:00,  2.33it/s]\nEpoch 0: |          | 1581/? [11:19<00:00,  2.33it/s]\nEpoch 0: |          | 1581/? [11:19<00:00,  2.33it/s]\nEpoch 0: |          | 1582/? [11:20<00:00,  2.33it/s]\nEpoch 0: |          | 1582/? [11:20<00:00,  2.33it/s]\nEpoch 0: |          | 1583/? [11:20<00:00,  2.33it/s]\nEpoch 0: |          | 1583/? [11:20<00:00,  2.33it/s]\nEpoch 0: |          | 1584/? [11:21<00:00,  2.33it/s]\nEpoch 0: |          | 1584/? [11:21<00:00,  2.33it/s]\nEpoch 0: |          | 1585/? [11:21<00:00,  2.33it/s]\nEpoch 0: |          | 1585/? [11:21<00:00,  2.33it/s]\nEpoch 0: |          | 1586/? [11:21<00:00,  2.33it/s]\nEpoch 0: |          | 1586/? [11:21<00:00,  2.33it/s]\nEpoch 0: |          | 1587/? [11:22<00:00,  2.33it/s]\nEpoch 0: |          | 1587/? [11:22<00:00,  2.33it/s]\nEpoch 0: |          | 1588/? [11:22<00:00,  2.33it/s]\nEpoch 0: |          | 1588/? [11:22<00:00,  2.33it/s]\nEpoch 0: |          | 1589/? [11:22<00:00,  2.33it/s]\nEpoch 0: |          | 1589/? [11:22<00:00,  2.33it/s]\nEpoch 0: |          | 1590/? [11:23<00:00,  2.33it/s]\nEpoch 0: |          | 1590/? [11:23<00:00,  2.33it/s]\nEpoch 0: |          | 1591/? [11:23<00:00,  2.33it/s]\nEpoch 0: |          | 1591/? [11:23<00:00,  2.33it/s]\nEpoch 0: |          | 1592/? [11:24<00:00,  2.33it/s]\nEpoch 0: |          | 1592/? [11:24<00:00,  2.33it/s]\nEpoch 0: |          | 1593/? [11:24<00:00,  2.33it/s]\nEpoch 0: |          | 1593/? [11:24<00:00,  2.33it/s]\nEpoch 0: |          | 1594/? [11:24<00:00,  2.33it/s]\nEpoch 0: |          | 1594/? [11:24<00:00,  2.33it/s]\nEpoch 0: |          | 1595/? [11:25<00:00,  2.33it/s]\nEpoch 0: |          | 1595/? [11:25<00:00,  2.33it/s]\nEpoch 0: |          | 1596/? [11:25<00:00,  2.33it/s]\nEpoch 0: |          | 1596/? [11:25<00:00,  2.33it/s]\nEpoch 0: |          | 1597/? [11:26<00:00,  2.33it/s]\nEpoch 0: |          | 1597/? [11:26<00:00,  2.33it/s]\nEpoch 0: |          | 1598/? [11:26<00:00,  2.33it/s]\nEpoch 0: |          | 1598/? [11:26<00:00,  2.33it/s]\nEpoch 0: |          | 1599/? [11:26<00:00,  2.33it/s]\nEpoch 0: |          | 1599/? [11:26<00:00,  2.33it/s]\nEpoch 0: |          | 1600/? [11:27<00:00,  2.33it/s]\nEpoch 0: |          | 1600/? [11:27<00:00,  2.33it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  6.18it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  6.22it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  6.20it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.18it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 1600/? [11:27<00:00,  2.33it/s]\nEpoch 0: |          | 1601/? [11:28<00:00,  2.33it/s]\nEpoch 0: |          | 1601/? [11:28<00:00,  2.33it/s]\nEpoch 0: |          | 1602/? [11:28<00:00,  2.33it/s]\nEpoch 0: |          | 1602/? [11:28<00:00,  2.33it/s]\nEpoch 0: |          | 1603/? [11:29<00:00,  2.33it/s]\nEpoch 0: |          | 1603/? [11:29<00:00,  2.33it/s]\nEpoch 0: |          | 1604/? [11:29<00:00,  2.33it/s]\nEpoch 0: |          | 1604/? [11:29<00:00,  2.33it/s]\nEpoch 0: |          | 1605/? [11:29<00:00,  2.33it/s]\nEpoch 0: |          | 1605/? [11:29<00:00,  2.33it/s]\nEpoch 0: |          | 1606/? [11:30<00:00,  2.33it/s]\nEpoch 0: |          | 1606/? [11:30<00:00,  2.33it/s]\nEpoch 0: |          | 1607/? [11:30<00:00,  2.33it/s]\nEpoch 0: |          | 1607/? [11:30<00:00,  2.33it/s]\nEpoch 0: |          | 1608/? [11:30<00:00,  2.33it/s]\nEpoch 0: |          | 1608/? [11:30<00:00,  2.33it/s]\nEpoch 0: |          | 1609/? [11:31<00:00,  2.33it/s]\nEpoch 0: |          | 1609/? [11:31<00:00,  2.33it/s]\nEpoch 0: |          | 1610/? [11:31<00:00,  2.33it/s]\nEpoch 0: |          | 1610/? [11:31<00:00,  2.33it/s]\nEpoch 0: |          | 1611/? [11:32<00:00,  2.33it/s]\nEpoch 0: |          | 1611/? [11:32<00:00,  2.33it/s]\nEpoch 0: |          | 1612/? [11:32<00:00,  2.33it/s]\nEpoch 0: |          | 1612/? [11:32<00:00,  2.33it/s]\nEpoch 0: |          | 1613/? [11:32<00:00,  2.33it/s]\nEpoch 0: |          | 1613/? [11:32<00:00,  2.33it/s]\nEpoch 0: |          | 1614/? [11:33<00:00,  2.33it/s]\nEpoch 0: |          | 1614/? [11:33<00:00,  2.33it/s]\nEpoch 0: |          | 1615/? [11:33<00:00,  2.33it/s]\nEpoch 0: |          | 1615/? [11:33<00:00,  2.33it/s]\nEpoch 0: |          | 1616/? [11:34<00:00,  2.33it/s]\nEpoch 0: |          | 1616/? [11:34<00:00,  2.33it/s]\nEpoch 0: |          | 1617/? [11:34<00:00,  2.33it/s]\nEpoch 0: |          | 1617/? [11:34<00:00,  2.33it/s]\nEpoch 0: |          | 1618/? [11:34<00:00,  2.33it/s]\nEpoch 0: |          | 1618/? [11:34<00:00,  2.33it/s]\nEpoch 0: |          | 1619/? [11:35<00:00,  2.33it/s]\nEpoch 0: |          | 1619/? [11:35<00:00,  2.33it/s]\nEpoch 0: |          | 1620/? [11:35<00:00,  2.33it/s]\nEpoch 0: |          | 1620/? [11:35<00:00,  2.33it/s]\nEpoch 0: |          | 1621/? [11:36<00:00,  2.33it/s]\nEpoch 0: |          | 1621/? [11:36<00:00,  2.33it/s]\nEpoch 0: |          | 1622/? [11:36<00:00,  2.33it/s]\nEpoch 0: |          | 1622/? [11:36<00:00,  2.33it/s]\nEpoch 0: |          | 1623/? [11:36<00:00,  2.33it/s]\nEpoch 0: |          | 1623/? [11:36<00:00,  2.33it/s]\nEpoch 0: |          | 1624/? [11:37<00:00,  2.33it/s]\nEpoch 0: |          | 1624/? [11:37<00:00,  2.33it/s]\nEpoch 0: |          | 1625/? [11:37<00:00,  2.33it/s]\nEpoch 0: |          | 1625/? [11:37<00:00,  2.33it/s]\nEpoch 0: |          | 1626/? [11:38<00:00,  2.33it/s]\nEpoch 0: |          | 1626/? [11:38<00:00,  2.33it/s]\nEpoch 0: |          | 1627/? [11:38<00:00,  2.33it/s]\nEpoch 0: |          | 1627/? [11:38<00:00,  2.33it/s]\nEpoch 0: |          | 1628/? [11:38<00:00,  2.33it/s]\nEpoch 0: |          | 1628/? [11:38<00:00,  2.33it/s]\nEpoch 0: |          | 1629/? [11:39<00:00,  2.33it/s]\nEpoch 0: |          | 1629/? [11:39<00:00,  2.33it/s]\nEpoch 0: |          | 1630/? [11:39<00:00,  2.33it/s]\nEpoch 0: |          | 1630/? [11:39<00:00,  2.33it/s]\nEpoch 0: |          | 1631/? [11:39<00:00,  2.33it/s]\nEpoch 0: |          | 1631/? [11:39<00:00,  2.33it/s]\nEpoch 0: |          | 1632/? [11:40<00:00,  2.33it/s]\nEpoch 0: |          | 1632/? [11:40<00:00,  2.33it/s]\nEpoch 0: |          | 1633/? [11:40<00:00,  2.33it/s]\nEpoch 0: |          | 1633/? [11:40<00:00,  2.33it/s]\nEpoch 0: |          | 1634/? [11:41<00:00,  2.33it/s]\nEpoch 0: |          | 1634/? [11:41<00:00,  2.33it/s]\nEpoch 0: |          | 1635/? [11:41<00:00,  2.33it/s]\nEpoch 0: |          | 1635/? [11:41<00:00,  2.33it/s]\nEpoch 0: |          | 1636/? [11:41<00:00,  2.33it/s]\nEpoch 0: |          | 1636/? [11:41<00:00,  2.33it/s]\nEpoch 0: |          | 1637/? [11:42<00:00,  2.33it/s]\nEpoch 0: |          | 1637/? [11:42<00:00,  2.33it/s]\nEpoch 0: |          | 1638/? [11:42<00:00,  2.33it/s]\nEpoch 0: |          | 1638/? [11:42<00:00,  2.33it/s]\nEpoch 0: |          | 1639/? [11:43<00:00,  2.33it/s]\nEpoch 0: |          | 1639/? [11:43<00:00,  2.33it/s]\nEpoch 0: |          | 1640/? [11:43<00:00,  2.33it/s]\nEpoch 0: |          | 1640/? [11:43<00:00,  2.33it/s]\nEpoch 0: |          | 1641/? [11:44<00:00,  2.33it/s]\nEpoch 0: |          | 1641/? [11:44<00:00,  2.33it/s]\nEpoch 0: |          | 1642/? [11:44<00:00,  2.33it/s]\nEpoch 0: |          | 1642/? [11:44<00:00,  2.33it/s]\nEpoch 0: |          | 1643/? [11:44<00:00,  2.33it/s]\nEpoch 0: |          | 1643/? [11:44<00:00,  2.33it/s]\nEpoch 0: |          | 1644/? [11:45<00:00,  2.33it/s]\nEpoch 0: |          | 1644/? [11:45<00:00,  2.33it/s]\nEpoch 0: |          | 1645/? [11:45<00:00,  2.33it/s]\nEpoch 0: |          | 1645/? [11:45<00:00,  2.33it/s]\nEpoch 0: |          | 1646/? [11:45<00:00,  2.33it/s]\nEpoch 0: |          | 1646/? [11:45<00:00,  2.33it/s]\nEpoch 0: |          | 1647/? [11:46<00:00,  2.33it/s]\nEpoch 0: |          | 1647/? [11:46<00:00,  2.33it/s]\nEpoch 0: |          | 1648/? [11:46<00:00,  2.33it/s]\nEpoch 0: |          | 1648/? [11:46<00:00,  2.33it/s]\nEpoch 0: |          | 1649/? [11:47<00:00,  2.33it/s]\nEpoch 0: |          | 1649/? [11:47<00:00,  2.33it/s]\nEpoch 0: |          | 1650/? [11:47<00:00,  2.33it/s]\nEpoch 0: |          | 1650/? [11:47<00:00,  2.33it/s]\nEpoch 0: |          | 1651/? [11:47<00:00,  2.33it/s]\nEpoch 0: |          | 1651/? [11:47<00:00,  2.33it/s]\nEpoch 0: |          | 1652/? [11:48<00:00,  2.33it/s]\nEpoch 0: |          | 1652/? [11:48<00:00,  2.33it/s]\nEpoch 0: |          | 1653/? [11:48<00:00,  2.33it/s]\nEpoch 0: |          | 1653/? [11:48<00:00,  2.33it/s]\nEpoch 0: |          | 1654/? [11:49<00:00,  2.33it/s]\nEpoch 0: |          | 1654/? [11:49<00:00,  2.33it/s]\nEpoch 0: |          | 1655/? [11:49<00:00,  2.33it/s]\nEpoch 0: |          | 1655/? [11:49<00:00,  2.33it/s]\nEpoch 0: |          | 1656/? [11:49<00:00,  2.33it/s]\nEpoch 0: |          | 1656/? [11:49<00:00,  2.33it/s]\nEpoch 0: |          | 1657/? [11:50<00:00,  2.33it/s]\nEpoch 0: |          | 1657/? [11:50<00:00,  2.33it/s]\nEpoch 0: |          | 1658/? [11:50<00:00,  2.33it/s]\nEpoch 0: |          | 1658/? [11:50<00:00,  2.33it/s]\nEpoch 0: |          | 1659/? [11:51<00:00,  2.33it/s]\nEpoch 0: |          | 1659/? [11:51<00:00,  2.33it/s]\nEpoch 0: |          | 1660/? [11:51<00:00,  2.33it/s]\nEpoch 0: |          | 1660/? [11:51<00:00,  2.33it/s]\nEpoch 0: |          | 1661/? [11:51<00:00,  2.33it/s]\nEpoch 0: |          | 1661/? [11:51<00:00,  2.33it/s]\nEpoch 0: |          | 1662/? [11:52<00:00,  2.33it/s]\nEpoch 0: |          | 1662/? [11:52<00:00,  2.33it/s]\nEpoch 0: |          | 1663/? [11:52<00:00,  2.33it/s]\nEpoch 0: |          | 1663/? [11:52<00:00,  2.33it/s]\nEpoch 0: |          | 1664/? [11:52<00:00,  2.33it/s]\nEpoch 0: |          | 1664/? [11:52<00:00,  2.33it/s]\nEpoch 0: |          | 1665/? [11:53<00:00,  2.33it/s]\nEpoch 0: |          | 1665/? [11:53<00:00,  2.33it/s]\nEpoch 0: |          | 1666/? [11:53<00:00,  2.33it/s]\nEpoch 0: |          | 1666/? [11:53<00:00,  2.33it/s]\nEpoch 0: |          | 1667/? [11:54<00:00,  2.33it/s]\nEpoch 0: |          | 1667/? [11:54<00:00,  2.33it/s]\nEpoch 0: |          | 1668/? [11:54<00:00,  2.33it/s]\nEpoch 0: |          | 1668/? [11:54<00:00,  2.33it/s]\nEpoch 0: |          | 1669/? [11:54<00:00,  2.33it/s]\nEpoch 0: |          | 1669/? [11:54<00:00,  2.33it/s]\nEpoch 0: |          | 1670/? [11:55<00:00,  2.33it/s]\nEpoch 0: |          | 1670/? [11:55<00:00,  2.33it/s]\nEpoch 0: |          | 1671/? [11:55<00:00,  2.33it/s]\nEpoch 0: |          | 1671/? [11:55<00:00,  2.33it/s]\nEpoch 0: |          | 1672/? [11:56<00:00,  2.33it/s]\nEpoch 0: |          | 1672/? [11:56<00:00,  2.33it/s]\nEpoch 0: |          | 1673/? [11:56<00:00,  2.34it/s]\nEpoch 0: |          | 1673/? [11:56<00:00,  2.34it/s]\nEpoch 0: |          | 1674/? [11:56<00:00,  2.34it/s]\nEpoch 0: |          | 1674/? [11:56<00:00,  2.34it/s]\nEpoch 0: |          | 1675/? [11:57<00:00,  2.34it/s]\nEpoch 0: |          | 1675/? [11:57<00:00,  2.34it/s]\nEpoch 0: |          | 1676/? [11:57<00:00,  2.34it/s]\nEpoch 0: |          | 1676/? [11:57<00:00,  2.34it/s]\nEpoch 0: |          | 1677/? [11:58<00:00,  2.34it/s]\nEpoch 0: |          | 1677/? [11:58<00:00,  2.34it/s]\nEpoch 0: |          | 1678/? [11:58<00:00,  2.34it/s]\nEpoch 0: |          | 1678/? [11:58<00:00,  2.34it/s]\nEpoch 0: |          | 1679/? [11:58<00:00,  2.34it/s]\nEpoch 0: |          | 1679/? [11:58<00:00,  2.34it/s]\nEpoch 0: |          | 1680/? [11:59<00:00,  2.34it/s]\nEpoch 0: |          | 1680/? [11:59<00:00,  2.34it/s]\nEpoch 0: |          | 1681/? [11:59<00:00,  2.34it/s]\nEpoch 0: |          | 1681/? [11:59<00:00,  2.34it/s]\nEpoch 0: |          | 1682/? [11:59<00:00,  2.34it/s]\nEpoch 0: |          | 1682/? [11:59<00:00,  2.34it/s]\nEpoch 0: |          | 1683/? [12:00<00:00,  2.34it/s]\nEpoch 0: |          | 1683/? [12:00<00:00,  2.34it/s]\nEpoch 0: |          | 1684/? [12:00<00:00,  2.34it/s]\nEpoch 0: |          | 1684/? [12:00<00:00,  2.34it/s]\nEpoch 0: |          | 1685/? [12:01<00:00,  2.34it/s]\nEpoch 0: |          | 1685/? [12:01<00:00,  2.34it/s]\nEpoch 0: |          | 1686/? [12:01<00:00,  2.34it/s]\nEpoch 0: |          | 1686/? [12:01<00:00,  2.34it/s]\nEpoch 0: |          | 1687/? [12:01<00:00,  2.34it/s]\nEpoch 0: |          | 1687/? [12:01<00:00,  2.34it/s]\nEpoch 0: |          | 1688/? [12:02<00:00,  2.34it/s]\nEpoch 0: |          | 1688/? [12:02<00:00,  2.34it/s]\nEpoch 0: |          | 1689/? [12:02<00:00,  2.34it/s]\nEpoch 0: |          | 1689/? [12:02<00:00,  2.34it/s]\nEpoch 0: |          | 1690/? [12:03<00:00,  2.34it/s]\nEpoch 0: |          | 1690/? [12:03<00:00,  2.34it/s]\nEpoch 0: |          | 1691/? [12:03<00:00,  2.34it/s]\nEpoch 0: |          | 1691/? [12:03<00:00,  2.34it/s]\nEpoch 0: |          | 1692/? [12:03<00:00,  2.34it/s]\nEpoch 0: |          | 1692/? [12:03<00:00,  2.34it/s]\nEpoch 0: |          | 1693/? [12:04<00:00,  2.34it/s]\nEpoch 0: |          | 1693/? [12:04<00:00,  2.34it/s]\nEpoch 0: |          | 1694/? [12:04<00:00,  2.34it/s]\nEpoch 0: |          | 1694/? [12:04<00:00,  2.34it/s]\nEpoch 0: |          | 1695/? [12:04<00:00,  2.34it/s]\nEpoch 0: |          | 1695/? [12:04<00:00,  2.34it/s]\nEpoch 0: |          | 1696/? [12:05<00:00,  2.34it/s]\nEpoch 0: |          | 1696/? [12:05<00:00,  2.34it/s]\nEpoch 0: |          | 1697/? [12:05<00:00,  2.34it/s]\nEpoch 0: |          | 1697/? [12:05<00:00,  2.34it/s]\nEpoch 0: |          | 1698/? [12:06<00:00,  2.34it/s]\nEpoch 0: |          | 1698/? [12:06<00:00,  2.34it/s]\nEpoch 0: |          | 1699/? [12:06<00:00,  2.34it/s]\nEpoch 0: |          | 1699/? [12:06<00:00,  2.34it/s]\nEpoch 0: |          | 1700/? [12:06<00:00,  2.34it/s]\nEpoch 0: |          | 1700/? [12:06<00:00,  2.34it/s]\nEpoch 0: |          | 1701/? [12:07<00:00,  2.34it/s]\nEpoch 0: |          | 1701/? [12:07<00:00,  2.34it/s]\nEpoch 0: |          | 1702/? [12:07<00:00,  2.34it/s]\nEpoch 0: |          | 1702/? [12:07<00:00,  2.34it/s]\nEpoch 0: |          | 1703/? [12:08<00:00,  2.34it/s]\nEpoch 0: |          | 1703/? [12:08<00:00,  2.34it/s]\nEpoch 0: |          | 1704/? [12:08<00:00,  2.34it/s]\nEpoch 0: |          | 1704/? [12:08<00:00,  2.34it/s]\nEpoch 0: |          | 1705/? [12:08<00:00,  2.34it/s]\nEpoch 0: |          | 1705/? [12:08<00:00,  2.34it/s]\nEpoch 0: |          | 1706/? [12:09<00:00,  2.34it/s]\nEpoch 0: |          | 1706/? [12:09<00:00,  2.34it/s]\nEpoch 0: |          | 1707/? [12:09<00:00,  2.34it/s]\nEpoch 0: |          | 1707/? [12:09<00:00,  2.34it/s]\nEpoch 0: |          | 1708/? [12:09<00:00,  2.34it/s]\nEpoch 0: |          | 1708/? [12:09<00:00,  2.34it/s]\nEpoch 0: |          | 1709/? [12:10<00:00,  2.34it/s]\nEpoch 0: |          | 1709/? [12:10<00:00,  2.34it/s]\nEpoch 0: |          | 1710/? [12:10<00:00,  2.34it/s]\nEpoch 0: |          | 1710/? [12:10<00:00,  2.34it/s]\nEpoch 0: |          | 1711/? [12:11<00:00,  2.34it/s]\nEpoch 0: |          | 1711/? [12:11<00:00,  2.34it/s]\nEpoch 0: |          | 1712/? [12:11<00:00,  2.34it/s]\nEpoch 0: |          | 1712/? [12:11<00:00,  2.34it/s]\nEpoch 0: |          | 1713/? [12:11<00:00,  2.34it/s]\nEpoch 0: |          | 1713/? [12:11<00:00,  2.34it/s]\nEpoch 0: |          | 1714/? [12:12<00:00,  2.34it/s]\nEpoch 0: |          | 1714/? [12:12<00:00,  2.34it/s]\nEpoch 0: |          | 1715/? [12:12<00:00,  2.34it/s]\nEpoch 0: |          | 1715/? [12:12<00:00,  2.34it/s]\nEpoch 0: |          | 1716/? [12:13<00:00,  2.34it/s]\nEpoch 0: |          | 1716/? [12:13<00:00,  2.34it/s]\nEpoch 0: |          | 1717/? [12:13<00:00,  2.34it/s]\nEpoch 0: |          | 1717/? [12:13<00:00,  2.34it/s]\nEpoch 0: |          | 1718/? [12:13<00:00,  2.34it/s]\nEpoch 0: |          | 1718/? [12:13<00:00,  2.34it/s]\nEpoch 0: |          | 1719/? [12:14<00:00,  2.34it/s]\nEpoch 0: |          | 1719/? [12:14<00:00,  2.34it/s]\nEpoch 0: |          | 1720/? [12:14<00:00,  2.34it/s]\nEpoch 0: |          | 1720/? [12:14<00:00,  2.34it/s]\nEpoch 0: |          | 1721/? [12:14<00:00,  2.34it/s]\nEpoch 0: |          | 1721/? [12:14<00:00,  2.34it/s]\nEpoch 0: |          | 1722/? [12:15<00:00,  2.34it/s]\nEpoch 0: |          | 1722/? [12:15<00:00,  2.34it/s]\nEpoch 0: |          | 1723/? [12:15<00:00,  2.34it/s]\nEpoch 0: |          | 1723/? [12:15<00:00,  2.34it/s]\nEpoch 0: |          | 1724/? [12:16<00:00,  2.34it/s]\nEpoch 0: |          | 1724/? [12:16<00:00,  2.34it/s]\nEpoch 0: |          | 1725/? [12:16<00:00,  2.34it/s]\nEpoch 0: |          | 1725/? [12:16<00:00,  2.34it/s]\nEpoch 0: |          | 1726/? [12:16<00:00,  2.34it/s]\nEpoch 0: |          | 1726/? [12:16<00:00,  2.34it/s]\nEpoch 0: |          | 1727/? [12:17<00:00,  2.34it/s]\nEpoch 0: |          | 1727/? [12:17<00:00,  2.34it/s]\nEpoch 0: |          | 1728/? [12:17<00:00,  2.34it/s]\nEpoch 0: |          | 1728/? [12:17<00:00,  2.34it/s]\nEpoch 0: |          | 1729/? [12:18<00:00,  2.34it/s]\nEpoch 0: |          | 1729/? [12:18<00:00,  2.34it/s]\nEpoch 0: |          | 1730/? [12:18<00:00,  2.34it/s]\nEpoch 0: |          | 1730/? [12:18<00:00,  2.34it/s]\nEpoch 0: |          | 1731/? [12:18<00:00,  2.34it/s]\nEpoch 0: |          | 1731/? [12:18<00:00,  2.34it/s]\nEpoch 0: |          | 1732/? [12:19<00:00,  2.34it/s]\nEpoch 0: |          | 1732/? [12:19<00:00,  2.34it/s]\nEpoch 0: |          | 1733/? [12:19<00:00,  2.34it/s]\nEpoch 0: |          | 1733/? [12:19<00:00,  2.34it/s]\nEpoch 0: |          | 1734/? [12:19<00:00,  2.34it/s]\nEpoch 0: |          | 1734/? [12:19<00:00,  2.34it/s]\nEpoch 0: |          | 1735/? [12:20<00:00,  2.34it/s]\nEpoch 0: |          | 1735/? [12:20<00:00,  2.34it/s]\nEpoch 0: |          | 1736/? [12:20<00:00,  2.34it/s]\nEpoch 0: |          | 1736/? [12:20<00:00,  2.34it/s]\nEpoch 0: |          | 1737/? [12:21<00:00,  2.34it/s]\nEpoch 0: |          | 1737/? [12:21<00:00,  2.34it/s]\nEpoch 0: |          | 1738/? [12:21<00:00,  2.34it/s]\nEpoch 0: |          | 1738/? [12:21<00:00,  2.34it/s]\nEpoch 0: |          | 1739/? [12:21<00:00,  2.34it/s]\nEpoch 0: |          | 1739/? [12:21<00:00,  2.34it/s]\nEpoch 0: |          | 1740/? [12:22<00:00,  2.34it/s]\nEpoch 0: |          | 1740/? [12:22<00:00,  2.34it/s]\nEpoch 0: |          | 1741/? [12:22<00:00,  2.34it/s]\nEpoch 0: |          | 1741/? [12:22<00:00,  2.34it/s]\nEpoch 0: |          | 1742/? [12:23<00:00,  2.34it/s]\nEpoch 0: |          | 1742/? [12:23<00:00,  2.34it/s]\nEpoch 0: |          | 1743/? [12:23<00:00,  2.34it/s]\nEpoch 0: |          | 1743/? [12:23<00:00,  2.34it/s]\nEpoch 0: |          | 1744/? [12:23<00:00,  2.34it/s]\nEpoch 0: |          | 1744/? [12:23<00:00,  2.34it/s]\nEpoch 0: |          | 1745/? [12:24<00:00,  2.34it/s]\nEpoch 0: |          | 1745/? [12:24<00:00,  2.34it/s]\nEpoch 0: |          | 1746/? [12:24<00:00,  2.34it/s]\nEpoch 0: |          | 1746/? [12:24<00:00,  2.34it/s]\nEpoch 0: |          | 1747/? [12:24<00:00,  2.35it/s]\nEpoch 0: |          | 1747/? [12:24<00:00,  2.35it/s]\nEpoch 0: |          | 1748/? [12:25<00:00,  2.35it/s]\nEpoch 0: |          | 1748/? [12:25<00:00,  2.35it/s]\nEpoch 0: |          | 1749/? [12:25<00:00,  2.35it/s]\nEpoch 0: |          | 1749/? [12:25<00:00,  2.35it/s]\nEpoch 0: |          | 1750/? [12:26<00:00,  2.35it/s]\nEpoch 0: |          | 1750/? [12:26<00:00,  2.35it/s]\nEpoch 0: |          | 1751/? [12:26<00:00,  2.35it/s]\nEpoch 0: |          | 1751/? [12:26<00:00,  2.35it/s]\nEpoch 0: |          | 1752/? [12:26<00:00,  2.35it/s]\nEpoch 0: |          | 1752/? [12:26<00:00,  2.35it/s]\nEpoch 0: |          | 1753/? [12:27<00:00,  2.35it/s]\nEpoch 0: |          | 1753/? [12:27<00:00,  2.35it/s]\nEpoch 0: |          | 1754/? [12:27<00:00,  2.35it/s]\nEpoch 0: |          | 1754/? [12:27<00:00,  2.35it/s]\nEpoch 0: |          | 1755/? [12:28<00:00,  2.35it/s]\nEpoch 0: |          | 1755/? [12:28<00:00,  2.35it/s]\nEpoch 0: |          | 1756/? [12:28<00:00,  2.35it/s]\nEpoch 0: |          | 1756/? [12:28<00:00,  2.35it/s]\nEpoch 0: |          | 1757/? [12:28<00:00,  2.35it/s]\nEpoch 0: |          | 1757/? [12:28<00:00,  2.35it/s]\nEpoch 0: |          | 1758/? [12:29<00:00,  2.35it/s]\nEpoch 0: |          | 1758/? [12:29<00:00,  2.35it/s]\nEpoch 0: |          | 1759/? [12:29<00:00,  2.35it/s]\nEpoch 0: |          | 1759/? [12:29<00:00,  2.35it/s]\nEpoch 0: |          | 1760/? [12:30<00:00,  2.35it/s]\nEpoch 0: |          | 1760/? [12:30<00:00,  2.35it/s]\nEpoch 0: |          | 1761/? [12:30<00:00,  2.35it/s]\nEpoch 0: |          | 1761/? [12:30<00:00,  2.35it/s]\nEpoch 0: |          | 1762/? [12:30<00:00,  2.35it/s]\nEpoch 0: |          | 1762/? [12:30<00:00,  2.35it/s]\nEpoch 0: |          | 1763/? [12:31<00:00,  2.35it/s]\nEpoch 0: |          | 1763/? [12:31<00:00,  2.35it/s]\nEpoch 0: |          | 1764/? [12:31<00:00,  2.35it/s]\nEpoch 0: |          | 1764/? [12:31<00:00,  2.35it/s]\nEpoch 0: |          | 1765/? [12:31<00:00,  2.35it/s]\nEpoch 0: |          | 1765/? [12:31<00:00,  2.35it/s]\nEpoch 0: |          | 1766/? [12:32<00:00,  2.35it/s]\nEpoch 0: |          | 1766/? [12:32<00:00,  2.35it/s]\nEpoch 0: |          | 1767/? [12:32<00:00,  2.35it/s]\nEpoch 0: |          | 1767/? [12:32<00:00,  2.35it/s]\nEpoch 0: |          | 1768/? [12:33<00:00,  2.35it/s]\nEpoch 0: |          | 1768/? [12:33<00:00,  2.35it/s]\nEpoch 0: |          | 1769/? [12:33<00:00,  2.35it/s]\nEpoch 0: |          | 1769/? [12:33<00:00,  2.35it/s]\nEpoch 0: |          | 1770/? [12:33<00:00,  2.35it/s]\nEpoch 0: |          | 1770/? [12:33<00:00,  2.35it/s]\nEpoch 0: |          | 1771/? [12:34<00:00,  2.35it/s]\nEpoch 0: |          | 1771/? [12:34<00:00,  2.35it/s]\nEpoch 0: |          | 1772/? [12:34<00:00,  2.35it/s]\nEpoch 0: |          | 1772/? [12:34<00:00,  2.35it/s]\nEpoch 0: |          | 1773/? [12:35<00:00,  2.35it/s]\nEpoch 0: |          | 1773/? [12:35<00:00,  2.35it/s]\nEpoch 0: |          | 1774/? [12:35<00:00,  2.35it/s]\nEpoch 0: |          | 1774/? [12:35<00:00,  2.35it/s]\nEpoch 0: |          | 1775/? [12:35<00:00,  2.35it/s]\nEpoch 0: |          | 1775/? [12:35<00:00,  2.35it/s]\nEpoch 0: |          | 1776/? [12:36<00:00,  2.35it/s]\nEpoch 0: |          | 1776/? [12:36<00:00,  2.35it/s]\nEpoch 0: |          | 1777/? [12:36<00:00,  2.35it/s]\nEpoch 0: |          | 1777/? [12:36<00:00,  2.35it/s]\nEpoch 0: |          | 1778/? [12:36<00:00,  2.35it/s]\nEpoch 0: |          | 1778/? [12:36<00:00,  2.35it/s]\nEpoch 0: |          | 1779/? [12:37<00:00,  2.35it/s]\nEpoch 0: |          | 1779/? [12:37<00:00,  2.35it/s]\nEpoch 0: |          | 1780/? [12:37<00:00,  2.35it/s]\nEpoch 0: |          | 1780/? [12:37<00:00,  2.35it/s]\nEpoch 0: |          | 1781/? [12:38<00:00,  2.35it/s]\nEpoch 0: |          | 1781/? [12:38<00:00,  2.35it/s]\nEpoch 0: |          | 1782/? [12:38<00:00,  2.35it/s]\nEpoch 0: |          | 1782/? [12:38<00:00,  2.35it/s]\nEpoch 0: |          | 1783/? [12:38<00:00,  2.35it/s]\nEpoch 0: |          | 1783/? [12:38<00:00,  2.35it/s]\nEpoch 0: |          | 1784/? [12:39<00:00,  2.35it/s]\nEpoch 0: |          | 1784/? [12:39<00:00,  2.35it/s]\nEpoch 0: |          | 1785/? [12:39<00:00,  2.35it/s]\nEpoch 0: |          | 1785/? [12:39<00:00,  2.35it/s]\nEpoch 0: |          | 1786/? [12:40<00:00,  2.35it/s]\nEpoch 0: |          | 1786/? [12:40<00:00,  2.35it/s]\nEpoch 0: |          | 1787/? [12:40<00:00,  2.35it/s]\nEpoch 0: |          | 1787/? [12:40<00:00,  2.35it/s]\nEpoch 0: |          | 1788/? [12:40<00:00,  2.35it/s]\nEpoch 0: |          | 1788/? [12:40<00:00,  2.35it/s]\nEpoch 0: |          | 1789/? [12:41<00:00,  2.35it/s]\nEpoch 0: |          | 1789/? [12:41<00:00,  2.35it/s]\nEpoch 0: |          | 1790/? [12:41<00:00,  2.35it/s]\nEpoch 0: |          | 1790/? [12:41<00:00,  2.35it/s]\nEpoch 0: |          | 1791/? [12:41<00:00,  2.35it/s]\nEpoch 0: |          | 1791/? [12:41<00:00,  2.35it/s]\nEpoch 0: |          | 1792/? [12:42<00:00,  2.35it/s]\nEpoch 0: |          | 1792/? [12:42<00:00,  2.35it/s]\nEpoch 0: |          | 1793/? [12:42<00:00,  2.35it/s]\nEpoch 0: |          | 1793/? [12:42<00:00,  2.35it/s]\nEpoch 0: |          | 1794/? [12:43<00:00,  2.35it/s]\nEpoch 0: |          | 1794/? [12:43<00:00,  2.35it/s]\nEpoch 0: |          | 1795/? [12:43<00:00,  2.35it/s]\nEpoch 0: |          | 1795/? [12:43<00:00,  2.35it/s]\nEpoch 0: |          | 1796/? [12:43<00:00,  2.35it/s]\nEpoch 0: |          | 1796/? [12:43<00:00,  2.35it/s]\nEpoch 0: |          | 1797/? [12:44<00:00,  2.35it/s]\nEpoch 0: |          | 1797/? [12:44<00:00,  2.35it/s]\nEpoch 0: |          | 1798/? [12:44<00:00,  2.35it/s]\nEpoch 0: |          | 1798/? [12:44<00:00,  2.35it/s]\nEpoch 0: |          | 1799/? [12:44<00:00,  2.35it/s]\nEpoch 0: |          | 1799/? [12:44<00:00,  2.35it/s]\nEpoch 0: |          | 1800/? [12:45<00:00,  2.35it/s]\nEpoch 0: |          | 1800/? [12:45<00:00,  2.35it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  6.91it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  7.04it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  6.96it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.07it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 1800/? [12:45<00:00,  2.35it/s]\nEpoch 0: |          | 1801/? [12:46<00:00,  2.35it/s]\nEpoch 0: |          | 1801/? [12:46<00:00,  2.35it/s]\nEpoch 0: |          | 1802/? [12:46<00:00,  2.35it/s]\nEpoch 0: |          | 1802/? [12:46<00:00,  2.35it/s]\nEpoch 0: |          | 1803/? [12:47<00:00,  2.35it/s]\nEpoch 0: |          | 1803/? [12:47<00:00,  2.35it/s]\nEpoch 0: |          | 1804/? [12:47<00:00,  2.35it/s]\nEpoch 0: |          | 1804/? [12:47<00:00,  2.35it/s]\nEpoch 0: |          | 1805/? [12:47<00:00,  2.35it/s]\nEpoch 0: |          | 1805/? [12:47<00:00,  2.35it/s]\nEpoch 0: |          | 1806/? [12:48<00:00,  2.35it/s]\nEpoch 0: |          | 1806/? [12:48<00:00,  2.35it/s]\nEpoch 0: |          | 1807/? [12:48<00:00,  2.35it/s]\nEpoch 0: |          | 1807/? [12:48<00:00,  2.35it/s]\nEpoch 0: |          | 1808/? [12:49<00:00,  2.35it/s]\nEpoch 0: |          | 1808/? [12:49<00:00,  2.35it/s]\nEpoch 0: |          | 1809/? [12:49<00:00,  2.35it/s]\nEpoch 0: |          | 1809/? [12:49<00:00,  2.35it/s]\nEpoch 0: |          | 1810/? [12:49<00:00,  2.35it/s]\nEpoch 0: |          | 1810/? [12:49<00:00,  2.35it/s]\nEpoch 0: |          | 1811/? [12:50<00:00,  2.35it/s]\nEpoch 0: |          | 1811/? [12:50<00:00,  2.35it/s]\nEpoch 0: |          | 1812/? [12:50<00:00,  2.35it/s]\nEpoch 0: |          | 1812/? [12:50<00:00,  2.35it/s]\nEpoch 0: |          | 1813/? [12:50<00:00,  2.35it/s]\nEpoch 0: |          | 1813/? [12:50<00:00,  2.35it/s]\nEpoch 0: |          | 1814/? [12:51<00:00,  2.35it/s]\nEpoch 0: |          | 1814/? [12:51<00:00,  2.35it/s]\nEpoch 0: |          | 1815/? [12:51<00:00,  2.35it/s]\nEpoch 0: |          | 1815/? [12:51<00:00,  2.35it/s]\nEpoch 0: |          | 1816/? [12:52<00:00,  2.35it/s]\nEpoch 0: |          | 1816/? [12:52<00:00,  2.35it/s]\nEpoch 0: |          | 1817/? [12:52<00:00,  2.35it/s]\nEpoch 0: |          | 1817/? [12:52<00:00,  2.35it/s]\nEpoch 0: |          | 1818/? [12:52<00:00,  2.35it/s]\nEpoch 0: |          | 1818/? [12:52<00:00,  2.35it/s]\nEpoch 0: |          | 1819/? [12:53<00:00,  2.35it/s]\nEpoch 0: |          | 1819/? [12:53<00:00,  2.35it/s]\nEpoch 0: |          | 1820/? [12:53<00:00,  2.35it/s]\nEpoch 0: |          | 1820/? [12:53<00:00,  2.35it/s]\nEpoch 0: |          | 1821/? [12:53<00:00,  2.35it/s]\nEpoch 0: |          | 1821/? [12:53<00:00,  2.35it/s]\nEpoch 0: |          | 1822/? [12:54<00:00,  2.35it/s]\nEpoch 0: |          | 1822/? [12:54<00:00,  2.35it/s]\nEpoch 0: |          | 1823/? [12:54<00:00,  2.35it/s]\nEpoch 0: |          | 1823/? [12:54<00:00,  2.35it/s]\nEpoch 0: |          | 1824/? [12:55<00:00,  2.35it/s]\nEpoch 0: |          | 1824/? [12:55<00:00,  2.35it/s]\nEpoch 0: |          | 1825/? [12:55<00:00,  2.35it/s]\nEpoch 0: |          | 1825/? [12:55<00:00,  2.35it/s]\nEpoch 0: |          | 1826/? [12:55<00:00,  2.35it/s]\nEpoch 0: |          | 1826/? [12:55<00:00,  2.35it/s]\nEpoch 0: |          | 1827/? [12:56<00:00,  2.35it/s]\nEpoch 0: |          | 1827/? [12:56<00:00,  2.35it/s]\nEpoch 0: |          | 1828/? [12:56<00:00,  2.35it/s]\nEpoch 0: |          | 1828/? [12:56<00:00,  2.35it/s]\nEpoch 0: |          | 1829/? [12:57<00:00,  2.35it/s]\nEpoch 0: |          | 1829/? [12:57<00:00,  2.35it/s]\nEpoch 0: |          | 1830/? [12:57<00:00,  2.35it/s]\nEpoch 0: |          | 1830/? [12:57<00:00,  2.35it/s]\nEpoch 0: |          | 1831/? [12:57<00:00,  2.35it/s]\nEpoch 0: |          | 1831/? [12:57<00:00,  2.35it/s]\nEpoch 0: |          | 1832/? [12:58<00:00,  2.35it/s]\nEpoch 0: |          | 1832/? [12:58<00:00,  2.35it/s]\nEpoch 0: |          | 1833/? [12:58<00:00,  2.35it/s]\nEpoch 0: |          | 1833/? [12:58<00:00,  2.35it/s]\nEpoch 0: |          | 1834/? [12:58<00:00,  2.35it/s]\nEpoch 0: |          | 1834/? [12:58<00:00,  2.35it/s]\nEpoch 0: |          | 1835/? [12:59<00:00,  2.35it/s]\nEpoch 0: |          | 1835/? [12:59<00:00,  2.35it/s]\nEpoch 0: |          | 1836/? [12:59<00:00,  2.35it/s]\nEpoch 0: |          | 1836/? [12:59<00:00,  2.35it/s]\nEpoch 0: |          | 1837/? [13:00<00:00,  2.35it/s]\nEpoch 0: |          | 1837/? [13:00<00:00,  2.35it/s]\nEpoch 0: |          | 1838/? [13:00<00:00,  2.35it/s]\nEpoch 0: |          | 1838/? [13:00<00:00,  2.35it/s]\nEpoch 0: |          | 1839/? [13:00<00:00,  2.36it/s]\nEpoch 0: |          | 1839/? [13:00<00:00,  2.36it/s]\nEpoch 0: |          | 1840/? [13:01<00:00,  2.36it/s]\nEpoch 0: |          | 1840/? [13:01<00:00,  2.36it/s]\nEpoch 0: |          | 1841/? [13:01<00:00,  2.36it/s]\nEpoch 0: |          | 1841/? [13:01<00:00,  2.36it/s]\nEpoch 0: |          | 1842/? [13:02<00:00,  2.36it/s]\nEpoch 0: |          | 1842/? [13:02<00:00,  2.36it/s]\nEpoch 0: |          | 1843/? [13:02<00:00,  2.36it/s]\nEpoch 0: |          | 1843/? [13:02<00:00,  2.36it/s]\nEpoch 0: |          | 1844/? [13:02<00:00,  2.36it/s]\nEpoch 0: |          | 1844/? [13:02<00:00,  2.36it/s]\nEpoch 0: |          | 1845/? [13:03<00:00,  2.36it/s]\nEpoch 0: |          | 1845/? [13:03<00:00,  2.36it/s]\nEpoch 0: |          | 1846/? [13:03<00:00,  2.36it/s]\nEpoch 0: |          | 1846/? [13:03<00:00,  2.36it/s]\nEpoch 0: |          | 1847/? [13:03<00:00,  2.36it/s]\nEpoch 0: |          | 1847/? [13:03<00:00,  2.36it/s]\nEpoch 0: |          | 1848/? [13:04<00:00,  2.36it/s]\nEpoch 0: |          | 1848/? [13:04<00:00,  2.36it/s]\nEpoch 0: |          | 1849/? [13:04<00:00,  2.36it/s]\nEpoch 0: |          | 1849/? [13:04<00:00,  2.36it/s]\nEpoch 0: |          | 1850/? [13:05<00:00,  2.36it/s]\nEpoch 0: |          | 1850/? [13:05<00:00,  2.36it/s]\nEpoch 0: |          | 1851/? [13:05<00:00,  2.36it/s]\nEpoch 0: |          | 1851/? [13:05<00:00,  2.36it/s]\nEpoch 0: |          | 1852/? [13:05<00:00,  2.36it/s]\nEpoch 0: |          | 1852/? [13:05<00:00,  2.36it/s]\nEpoch 0: |          | 1853/? [13:06<00:00,  2.36it/s]\nEpoch 0: |          | 1853/? [13:06<00:00,  2.36it/s]\nEpoch 0: |          | 1854/? [13:06<00:00,  2.36it/s]\nEpoch 0: |          | 1854/? [13:06<00:00,  2.36it/s]\nEpoch 0: |          | 1855/? [13:07<00:00,  2.36it/s]\nEpoch 0: |          | 1855/? [13:07<00:00,  2.36it/s]\nEpoch 0: |          | 1856/? [13:07<00:00,  2.36it/s]\nEpoch 0: |          | 1856/? [13:07<00:00,  2.36it/s]\nEpoch 0: |          | 1857/? [13:07<00:00,  2.36it/s]\nEpoch 0: |          | 1857/? [13:07<00:00,  2.36it/s]\nEpoch 0: |          | 1858/? [13:08<00:00,  2.36it/s]\nEpoch 0: |          | 1858/? [13:08<00:00,  2.36it/s]\nEpoch 0: |          | 1859/? [13:08<00:00,  2.36it/s]\nEpoch 0: |          | 1859/? [13:08<00:00,  2.36it/s]\nEpoch 0: |          | 1860/? [13:08<00:00,  2.36it/s]\nEpoch 0: |          | 1860/? [13:08<00:00,  2.36it/s]\nEpoch 0: |          | 1861/? [13:09<00:00,  2.36it/s]\nEpoch 0: |          | 1861/? [13:09<00:00,  2.36it/s]\nEpoch 0: |          | 1862/? [13:09<00:00,  2.36it/s]\nEpoch 0: |          | 1862/? [13:09<00:00,  2.36it/s]\nEpoch 0: |          | 1863/? [13:10<00:00,  2.36it/s]\nEpoch 0: |          | 1863/? [13:10<00:00,  2.36it/s]\nEpoch 0: |          | 1864/? [13:10<00:00,  2.36it/s]\nEpoch 0: |          | 1864/? [13:10<00:00,  2.36it/s]\nEpoch 0: |          | 1865/? [13:10<00:00,  2.36it/s]\nEpoch 0: |          | 1865/? [13:10<00:00,  2.36it/s]\nEpoch 0: |          | 1866/? [13:11<00:00,  2.36it/s]\nEpoch 0: |          | 1866/? [13:11<00:00,  2.36it/s]\nEpoch 0: |          | 1867/? [13:11<00:00,  2.36it/s]\nEpoch 0: |          | 1867/? [13:11<00:00,  2.36it/s]\nEpoch 0: |          | 1868/? [13:12<00:00,  2.36it/s]\nEpoch 0: |          | 1868/? [13:12<00:00,  2.36it/s]\nEpoch 0: |          | 1869/? [13:12<00:00,  2.36it/s]\nEpoch 0: |          | 1869/? [13:12<00:00,  2.36it/s]\nEpoch 0: |          | 1870/? [13:12<00:00,  2.36it/s]\nEpoch 0: |          | 1870/? [13:12<00:00,  2.36it/s]\nEpoch 0: |          | 1871/? [13:13<00:00,  2.36it/s]\nEpoch 0: |          | 1871/? [13:13<00:00,  2.36it/s]\nEpoch 0: |          | 1872/? [13:13<00:00,  2.36it/s]\nEpoch 0: |          | 1872/? [13:13<00:00,  2.36it/s]\nEpoch 0: |          | 1873/? [13:14<00:00,  2.36it/s]\nEpoch 0: |          | 1873/? [13:14<00:00,  2.36it/s]\nEpoch 0: |          | 1874/? [13:14<00:00,  2.36it/s]\nEpoch 0: |          | 1874/? [13:14<00:00,  2.36it/s]\nEpoch 0: |          | 1875/? [13:14<00:00,  2.36it/s]\nEpoch 0: |          | 1875/? [13:14<00:00,  2.36it/s]\nEpoch 0: |          | 1876/? [13:15<00:00,  2.36it/s]\nEpoch 0: |          | 1876/? [13:15<00:00,  2.36it/s]\nEpoch 0: |          | 1877/? [13:15<00:00,  2.36it/s]\nEpoch 0: |          | 1877/? [13:15<00:00,  2.36it/s]\nEpoch 0: |          | 1878/? [13:15<00:00,  2.36it/s]\nEpoch 0: |          | 1878/? [13:15<00:00,  2.36it/s]\nEpoch 0: |          | 1879/? [13:16<00:00,  2.36it/s]\nEpoch 0: |          | 1879/? [13:16<00:00,  2.36it/s]\nEpoch 0: |          | 1880/? [13:16<00:00,  2.36it/s]\nEpoch 0: |          | 1880/? [13:16<00:00,  2.36it/s]\nEpoch 0: |          | 1881/? [13:17<00:00,  2.36it/s]\nEpoch 0: |          | 1881/? [13:17<00:00,  2.36it/s]\nEpoch 0: |          | 1882/? [13:17<00:00,  2.36it/s]\nEpoch 0: |          | 1882/? [13:17<00:00,  2.36it/s]\nEpoch 0: |          | 1883/? [13:17<00:00,  2.36it/s]\nEpoch 0: |          | 1883/? [13:17<00:00,  2.36it/s]\nEpoch 0: |          | 1884/? [13:18<00:00,  2.36it/s]\nEpoch 0: |          | 1884/? [13:18<00:00,  2.36it/s]\nEpoch 0: |          | 1885/? [13:18<00:00,  2.36it/s]\nEpoch 0: |          | 1885/? [13:18<00:00,  2.36it/s]\nEpoch 0: |          | 1886/? [13:19<00:00,  2.36it/s]\nEpoch 0: |          | 1886/? [13:19<00:00,  2.36it/s]\nEpoch 0: |          | 1887/? [13:19<00:00,  2.36it/s]\nEpoch 0: |          | 1887/? [13:19<00:00,  2.36it/s]\nEpoch 0: |          | 1888/? [13:19<00:00,  2.36it/s]\nEpoch 0: |          | 1888/? [13:19<00:00,  2.36it/s]\nEpoch 0: |          | 1889/? [13:20<00:00,  2.36it/s]\nEpoch 0: |          | 1889/? [13:20<00:00,  2.36it/s]\nEpoch 0: |          | 1890/? [13:20<00:00,  2.36it/s]\nEpoch 0: |          | 1890/? [13:20<00:00,  2.36it/s]\nEpoch 0: |          | 1891/? [13:20<00:00,  2.36it/s]\nEpoch 0: |          | 1891/? [13:20<00:00,  2.36it/s]\nEpoch 0: |          | 1892/? [13:21<00:00,  2.36it/s]\nEpoch 0: |          | 1892/? [13:21<00:00,  2.36it/s]\nEpoch 0: |          | 1893/? [13:21<00:00,  2.36it/s]\nEpoch 0: |          | 1893/? [13:21<00:00,  2.36it/s]\nEpoch 0: |          | 1894/? [13:22<00:00,  2.36it/s]\nEpoch 0: |          | 1894/? [13:22<00:00,  2.36it/s]\nEpoch 0: |          | 1895/? [13:22<00:00,  2.36it/s]\nEpoch 0: |          | 1895/? [13:22<00:00,  2.36it/s]\nEpoch 0: |          | 1896/? [13:22<00:00,  2.36it/s]\nEpoch 0: |          | 1896/? [13:22<00:00,  2.36it/s]\nEpoch 0: |          | 1897/? [13:23<00:00,  2.36it/s]\nEpoch 0: |          | 1897/? [13:23<00:00,  2.36it/s]\nEpoch 0: |          | 1898/? [13:23<00:00,  2.36it/s]\nEpoch 0: |          | 1898/? [13:23<00:00,  2.36it/s]\nEpoch 0: |          | 1899/? [13:24<00:00,  2.36it/s]\nEpoch 0: |          | 1899/? [13:24<00:00,  2.36it/s]\nEpoch 0: |          | 1900/? [13:24<00:00,  2.36it/s]\nEpoch 0: |          | 1900/? [13:24<00:00,  2.36it/s]\nEpoch 0: |          | 1901/? [13:24<00:00,  2.36it/s]\nEpoch 0: |          | 1901/? [13:24<00:00,  2.36it/s]\nEpoch 0: |          | 1902/? [13:25<00:00,  2.36it/s]\nEpoch 0: |          | 1902/? [13:25<00:00,  2.36it/s]\nEpoch 0: |          | 1903/? [13:25<00:00,  2.36it/s]\nEpoch 0: |          | 1903/? [13:25<00:00,  2.36it/s]\nEpoch 0: |          | 1904/? [13:25<00:00,  2.36it/s]\nEpoch 0: |          | 1904/? [13:25<00:00,  2.36it/s]\nEpoch 0: |          | 1905/? [13:26<00:00,  2.36it/s]\nEpoch 0: |          | 1905/? [13:26<00:00,  2.36it/s]\nEpoch 0: |          | 1906/? [13:26<00:00,  2.36it/s]\nEpoch 0: |          | 1906/? [13:26<00:00,  2.36it/s]\nEpoch 0: |          | 1907/? [13:27<00:00,  2.36it/s]\nEpoch 0: |          | 1907/? [13:27<00:00,  2.36it/s]\nEpoch 0: |          | 1908/? [13:27<00:00,  2.36it/s]\nEpoch 0: |          | 1908/? [13:27<00:00,  2.36it/s]\nEpoch 0: |          | 1909/? [13:27<00:00,  2.36it/s]\nEpoch 0: |          | 1909/? [13:27<00:00,  2.36it/s]\nEpoch 0: |          | 1910/? [13:28<00:00,  2.36it/s]\nEpoch 0: |          | 1910/? [13:28<00:00,  2.36it/s]\nEpoch 0: |          | 1911/? [13:28<00:00,  2.36it/s]\nEpoch 0: |          | 1911/? [13:28<00:00,  2.36it/s]\nEpoch 0: |          | 1912/? [13:29<00:00,  2.36it/s]\nEpoch 0: |          | 1912/? [13:29<00:00,  2.36it/s]\nEpoch 0: |          | 1913/? [13:29<00:00,  2.36it/s]\nEpoch 0: |          | 1913/? [13:29<00:00,  2.36it/s]\nEpoch 0: |          | 1914/? [13:29<00:00,  2.36it/s]\nEpoch 0: |          | 1914/? [13:29<00:00,  2.36it/s]\nEpoch 0: |          | 1915/? [13:30<00:00,  2.36it/s]\nEpoch 0: |          | 1915/? [13:30<00:00,  2.36it/s]\nEpoch 0: |          | 1916/? [13:30<00:00,  2.36it/s]\nEpoch 0: |          | 1916/? [13:30<00:00,  2.36it/s]\nEpoch 0: |          | 1917/? [13:30<00:00,  2.36it/s]\nEpoch 0: |          | 1917/? [13:30<00:00,  2.36it/s]\nEpoch 0: |          | 1918/? [13:31<00:00,  2.36it/s]\nEpoch 0: |          | 1918/? [13:31<00:00,  2.36it/s]\nEpoch 0: |          | 1919/? [13:31<00:00,  2.36it/s]\nEpoch 0: |          | 1919/? [13:31<00:00,  2.36it/s]\nEpoch 0: |          | 1920/? [13:32<00:00,  2.36it/s]\nEpoch 0: |          | 1920/? [13:32<00:00,  2.36it/s]\nEpoch 0: |          | 1921/? [13:32<00:00,  2.36it/s]\nEpoch 0: |          | 1921/? [13:32<00:00,  2.36it/s]\nEpoch 0: |          | 1922/? [13:32<00:00,  2.36it/s]\nEpoch 0: |          | 1922/? [13:32<00:00,  2.36it/s]\nEpoch 0: |          | 1923/? [13:33<00:00,  2.36it/s]\nEpoch 0: |          | 1923/? [13:33<00:00,  2.36it/s]\nEpoch 0: |          | 1924/? [13:33<00:00,  2.36it/s]\nEpoch 0: |          | 1924/? [13:33<00:00,  2.36it/s]\nEpoch 0: |          | 1925/? [13:34<00:00,  2.36it/s]\nEpoch 0: |          | 1925/? [13:34<00:00,  2.36it/s]\nEpoch 0: |          | 1926/? [13:34<00:00,  2.36it/s]\nEpoch 0: |          | 1926/? [13:34<00:00,  2.36it/s]\nEpoch 0: |          | 1927/? [13:34<00:00,  2.36it/s]\nEpoch 0: |          | 1927/? [13:34<00:00,  2.36it/s]\nEpoch 0: |          | 1928/? [13:35<00:00,  2.37it/s]\nEpoch 0: |          | 1928/? [13:35<00:00,  2.37it/s]\nEpoch 0: |          | 1929/? [13:35<00:00,  2.37it/s]\nEpoch 0: |          | 1929/? [13:35<00:00,  2.37it/s]\nEpoch 0: |          | 1930/? [13:35<00:00,  2.37it/s]\nEpoch 0: |          | 1930/? [13:35<00:00,  2.37it/s]\nEpoch 0: |          | 1931/? [13:36<00:00,  2.37it/s]\nEpoch 0: |          | 1931/? [13:36<00:00,  2.37it/s]\nEpoch 0: |          | 1932/? [13:36<00:00,  2.37it/s]\nEpoch 0: |          | 1932/? [13:36<00:00,  2.37it/s]\nEpoch 0: |          | 1933/? [13:37<00:00,  2.37it/s]\nEpoch 0: |          | 1933/? [13:37<00:00,  2.37it/s]\nEpoch 0: |          | 1934/? [13:37<00:00,  2.37it/s]\nEpoch 0: |          | 1934/? [13:37<00:00,  2.37it/s]\nEpoch 0: |          | 1935/? [13:37<00:00,  2.37it/s]\nEpoch 0: |          | 1935/? [13:37<00:00,  2.37it/s]\nEpoch 0: |          | 1936/? [13:38<00:00,  2.37it/s]\nEpoch 0: |          | 1936/? [13:38<00:00,  2.37it/s]\nEpoch 0: |          | 1937/? [13:38<00:00,  2.37it/s]\nEpoch 0: |          | 1937/? [13:38<00:00,  2.37it/s]\nEpoch 0: |          | 1938/? [13:39<00:00,  2.37it/s]\nEpoch 0: |          | 1938/? [13:39<00:00,  2.37it/s]\nEpoch 0: |          | 1939/? [13:39<00:00,  2.37it/s]\nEpoch 0: |          | 1939/? [13:39<00:00,  2.37it/s]\nEpoch 0: |          | 1940/? [13:39<00:00,  2.37it/s]\nEpoch 0: |          | 1940/? [13:39<00:00,  2.37it/s]\nEpoch 0: |          | 1941/? [13:40<00:00,  2.37it/s]\nEpoch 0: |          | 1941/? [13:40<00:00,  2.37it/s]\nEpoch 0: |          | 1942/? [13:40<00:00,  2.37it/s]\nEpoch 0: |          | 1942/? [13:40<00:00,  2.37it/s]\nEpoch 0: |          | 1943/? [13:40<00:00,  2.37it/s]\nEpoch 0: |          | 1943/? [13:40<00:00,  2.37it/s]\nEpoch 0: |          | 1944/? [13:41<00:00,  2.37it/s]\nEpoch 0: |          | 1944/? [13:41<00:00,  2.37it/s]\nEpoch 0: |          | 1945/? [13:41<00:00,  2.37it/s]\nEpoch 0: |          | 1945/? [13:41<00:00,  2.37it/s]\nEpoch 0: |          | 1946/? [13:42<00:00,  2.37it/s]\nEpoch 0: |          | 1946/? [13:42<00:00,  2.37it/s]\nEpoch 0: |          | 1947/? [13:42<00:00,  2.37it/s]\nEpoch 0: |          | 1947/? [13:42<00:00,  2.37it/s]\nEpoch 0: |          | 1948/? [13:42<00:00,  2.37it/s]\nEpoch 0: |          | 1948/? [13:42<00:00,  2.37it/s]\nEpoch 0: |          | 1949/? [13:43<00:00,  2.37it/s]\nEpoch 0: |          | 1949/? [13:43<00:00,  2.37it/s]\nEpoch 0: |          | 1950/? [13:43<00:00,  2.37it/s]\nEpoch 0: |          | 1950/? [13:43<00:00,  2.37it/s]\nEpoch 0: |          | 1951/? [13:44<00:00,  2.37it/s]\nEpoch 0: |          | 1951/? [13:44<00:00,  2.37it/s]\nEpoch 0: |          | 1952/? [13:44<00:00,  2.37it/s]\nEpoch 0: |          | 1952/? [13:44<00:00,  2.37it/s]\nEpoch 0: |          | 1953/? [13:44<00:00,  2.37it/s]\nEpoch 0: |          | 1953/? [13:44<00:00,  2.37it/s]\nEpoch 0: |          | 1954/? [13:45<00:00,  2.37it/s]\nEpoch 0: |          | 1954/? [13:45<00:00,  2.37it/s]\nEpoch 0: |          | 1955/? [13:45<00:00,  2.37it/s]\nEpoch 0: |          | 1955/? [13:45<00:00,  2.37it/s]\nEpoch 0: |          | 1956/? [13:46<00:00,  2.37it/s]\nEpoch 0: |          | 1956/? [13:46<00:00,  2.37it/s]\nEpoch 0: |          | 1957/? [13:46<00:00,  2.37it/s]\nEpoch 0: |          | 1957/? [13:46<00:00,  2.37it/s]\nEpoch 0: |          | 1958/? [13:46<00:00,  2.37it/s]\nEpoch 0: |          | 1958/? [13:46<00:00,  2.37it/s]\nEpoch 0: |          | 1959/? [13:47<00:00,  2.37it/s]\nEpoch 0: |          | 1959/? [13:47<00:00,  2.37it/s]\nEpoch 0: |          | 1960/? [13:47<00:00,  2.37it/s]\nEpoch 0: |          | 1960/? [13:47<00:00,  2.37it/s]\nEpoch 0: |          | 1961/? [13:47<00:00,  2.37it/s]\nEpoch 0: |          | 1961/? [13:47<00:00,  2.37it/s]\nEpoch 0: |          | 1962/? [13:48<00:00,  2.37it/s]\nEpoch 0: |          | 1962/? [13:48<00:00,  2.37it/s]\nEpoch 0: |          | 1963/? [13:48<00:00,  2.37it/s]\nEpoch 0: |          | 1963/? [13:48<00:00,  2.37it/s]\nEpoch 0: |          | 1964/? [13:49<00:00,  2.37it/s]\nEpoch 0: |          | 1964/? [13:49<00:00,  2.37it/s]\nEpoch 0: |          | 1965/? [13:49<00:00,  2.37it/s]\nEpoch 0: |          | 1965/? [13:49<00:00,  2.37it/s]\nEpoch 0: |          | 1966/? [13:49<00:00,  2.37it/s]\nEpoch 0: |          | 1966/? [13:49<00:00,  2.37it/s]\nEpoch 0: |          | 1967/? [13:50<00:00,  2.37it/s]\nEpoch 0: |          | 1967/? [13:50<00:00,  2.37it/s]\nEpoch 0: |          | 1968/? [13:50<00:00,  2.37it/s]\nEpoch 0: |          | 1968/? [13:50<00:00,  2.37it/s]\nEpoch 0: |          | 1969/? [13:51<00:00,  2.37it/s]\nEpoch 0: |          | 1969/? [13:51<00:00,  2.37it/s]\nEpoch 0: |          | 1970/? [13:51<00:00,  2.37it/s]\nEpoch 0: |          | 1970/? [13:51<00:00,  2.37it/s]\nEpoch 0: |          | 1971/? [13:51<00:00,  2.37it/s]\nEpoch 0: |          | 1971/? [13:51<00:00,  2.37it/s]\nEpoch 0: |          | 1972/? [13:52<00:00,  2.37it/s]\nEpoch 0: |          | 1972/? [13:52<00:00,  2.37it/s]\nEpoch 0: |          | 1973/? [13:52<00:00,  2.37it/s]\nEpoch 0: |          | 1973/? [13:52<00:00,  2.37it/s]\nEpoch 0: |          | 1974/? [13:52<00:00,  2.37it/s]\nEpoch 0: |          | 1974/? [13:52<00:00,  2.37it/s]\nEpoch 0: |          | 1975/? [13:53<00:00,  2.37it/s]\nEpoch 0: |          | 1975/? [13:53<00:00,  2.37it/s]\nEpoch 0: |          | 1976/? [13:53<00:00,  2.37it/s]\nEpoch 0: |          | 1976/? [13:53<00:00,  2.37it/s]\nEpoch 0: |          | 1977/? [13:54<00:00,  2.37it/s]\nEpoch 0: |          | 1977/? [13:54<00:00,  2.37it/s]\nEpoch 0: |          | 1978/? [13:54<00:00,  2.37it/s]\nEpoch 0: |          | 1978/? [13:54<00:00,  2.37it/s]\nEpoch 0: |          | 1979/? [13:54<00:00,  2.37it/s]\nEpoch 0: |          | 1979/? [13:54<00:00,  2.37it/s]\nEpoch 0: |          | 1980/? [13:55<00:00,  2.37it/s]\nEpoch 0: |          | 1980/? [13:55<00:00,  2.37it/s]\nEpoch 0: |          | 1981/? [13:55<00:00,  2.37it/s]\nEpoch 0: |          | 1981/? [13:55<00:00,  2.37it/s]\nEpoch 0: |          | 1982/? [13:55<00:00,  2.37it/s]\nEpoch 0: |          | 1982/? [13:55<00:00,  2.37it/s]\nEpoch 0: |          | 1983/? [13:56<00:00,  2.37it/s]\nEpoch 0: |          | 1983/? [13:56<00:00,  2.37it/s]\nEpoch 0: |          | 1984/? [13:56<00:00,  2.37it/s]\nEpoch 0: |          | 1984/? [13:56<00:00,  2.37it/s]\nEpoch 0: |          | 1985/? [13:57<00:00,  2.37it/s]\nEpoch 0: |          | 1985/? [13:57<00:00,  2.37it/s]\nEpoch 0: |          | 1986/? [13:57<00:00,  2.37it/s]\nEpoch 0: |          | 1986/? [13:57<00:00,  2.37it/s]\nEpoch 0: |          | 1987/? [13:57<00:00,  2.37it/s]\nEpoch 0: |          | 1987/? [13:57<00:00,  2.37it/s]\nEpoch 0: |          | 1988/? [13:58<00:00,  2.37it/s]\nEpoch 0: |          | 1988/? [13:58<00:00,  2.37it/s]\nEpoch 0: |          | 1989/? [13:58<00:00,  2.37it/s]\nEpoch 0: |          | 1989/? [13:58<00:00,  2.37it/s]\nEpoch 0: |          | 1990/? [13:59<00:00,  2.37it/s]\nEpoch 0: |          | 1990/? [13:59<00:00,  2.37it/s]\nEpoch 0: |          | 1991/? [13:59<00:00,  2.37it/s]\nEpoch 0: |          | 1991/? [13:59<00:00,  2.37it/s]\nEpoch 0: |          | 1992/? [13:59<00:00,  2.37it/s]\nEpoch 0: |          | 1992/? [13:59<00:00,  2.37it/s]\nEpoch 0: |          | 1993/? [14:00<00:00,  2.37it/s]\nEpoch 0: |          | 1993/? [14:00<00:00,  2.37it/s]\nEpoch 0: |          | 1994/? [14:00<00:00,  2.37it/s]\nEpoch 0: |          | 1994/? [14:00<00:00,  2.37it/s]\nEpoch 0: |          | 1995/? [14:00<00:00,  2.37it/s]\nEpoch 0: |          | 1995/? [14:00<00:00,  2.37it/s]\nEpoch 0: |          | 1996/? [14:01<00:00,  2.37it/s]\nEpoch 0: |          | 1996/? [14:01<00:00,  2.37it/s]\nEpoch 0: |          | 1997/? [14:01<00:00,  2.37it/s]\nEpoch 0: |          | 1997/? [14:01<00:00,  2.37it/s]\nEpoch 0: |          | 1998/? [14:02<00:00,  2.37it/s]\nEpoch 0: |          | 1998/? [14:02<00:00,  2.37it/s]\nEpoch 0: |          | 1999/? [14:02<00:00,  2.37it/s]\nEpoch 0: |          | 1999/? [14:02<00:00,  2.37it/s]\nEpoch 0: |          | 2000/? [14:02<00:00,  2.37it/s]\nEpoch 0: |          | 2000/? [14:02<00:00,  2.37it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  6.39it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  6.55it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  6.49it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.61it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 2000/? [14:03<00:00,  2.37it/s]\nEpoch 0: |          | 2001/? [14:03<00:00,  2.37it/s]\nEpoch 0: |          | 2001/? [14:03<00:00,  2.37it/s]\nEpoch 0: |          | 2002/? [14:04<00:00,  2.37it/s]\nEpoch 0: |          | 2002/? [14:04<00:00,  2.37it/s]\nEpoch 0: |          | 2003/? [14:04<00:00,  2.37it/s]\nEpoch 0: |          | 2003/? [14:04<00:00,  2.37it/s]\nEpoch 0: |          | 2004/? [14:05<00:00,  2.37it/s]\nEpoch 0: |          | 2004/? [14:05<00:00,  2.37it/s]\nEpoch 0: |          | 2005/? [14:05<00:00,  2.37it/s]\nEpoch 0: |          | 2005/? [14:05<00:00,  2.37it/s]\nEpoch 0: |          | 2006/? [14:05<00:00,  2.37it/s]\nEpoch 0: |          | 2006/? [14:05<00:00,  2.37it/s]\nEpoch 0: |          | 2007/? [14:06<00:00,  2.37it/s]\nEpoch 0: |          | 2007/? [14:06<00:00,  2.37it/s]\nEpoch 0: |          | 2008/? [14:06<00:00,  2.37it/s]\nEpoch 0: |          | 2008/? [14:06<00:00,  2.37it/s]\nEpoch 0: |          | 2009/? [14:07<00:00,  2.37it/s]\nEpoch 0: |          | 2009/? [14:07<00:00,  2.37it/s]\nEpoch 0: |          | 2010/? [14:07<00:00,  2.37it/s]\nEpoch 0: |          | 2010/? [14:07<00:00,  2.37it/s]\nEpoch 0: |          | 2011/? [14:07<00:00,  2.37it/s]\nEpoch 0: |          | 2011/? [14:07<00:00,  2.37it/s]\nEpoch 0: |          | 2012/? [14:08<00:00,  2.37it/s]\nEpoch 0: |          | 2012/? [14:08<00:00,  2.37it/s]\nEpoch 0: |          | 2013/? [14:08<00:00,  2.37it/s]\nEpoch 0: |          | 2013/? [14:08<00:00,  2.37it/s]\nEpoch 0: |          | 2014/? [14:08<00:00,  2.37it/s]\nEpoch 0: |          | 2014/? [14:08<00:00,  2.37it/s]\nEpoch 0: |          | 2015/? [14:09<00:00,  2.37it/s]\nEpoch 0: |          | 2015/? [14:09<00:00,  2.37it/s]\nEpoch 0: |          | 2016/? [14:09<00:00,  2.37it/s]\nEpoch 0: |          | 2016/? [14:09<00:00,  2.37it/s]\nEpoch 0: |          | 2017/? [14:10<00:00,  2.37it/s]\nEpoch 0: |          | 2017/? [14:10<00:00,  2.37it/s]\nEpoch 0: |          | 2018/? [14:10<00:00,  2.37it/s]\nEpoch 0: |          | 2018/? [14:10<00:00,  2.37it/s]\nEpoch 0: |          | 2019/? [14:10<00:00,  2.37it/s]\nEpoch 0: |          | 2019/? [14:10<00:00,  2.37it/s]\nEpoch 0: |          | 2020/? [14:11<00:00,  2.37it/s]\nEpoch 0: |          | 2020/? [14:11<00:00,  2.37it/s]\nEpoch 0: |          | 2021/? [14:11<00:00,  2.37it/s]\nEpoch 0: |          | 2021/? [14:11<00:00,  2.37it/s]\nEpoch 0: |          | 2022/? [14:12<00:00,  2.37it/s]\nEpoch 0: |          | 2022/? [14:12<00:00,  2.37it/s]\nEpoch 0: |          | 2023/? [14:12<00:00,  2.37it/s]\nEpoch 0: |          | 2023/? [14:12<00:00,  2.37it/s]\nEpoch 0: |          | 2024/? [14:12<00:00,  2.37it/s]\nEpoch 0: |          | 2024/? [14:12<00:00,  2.37it/s]\nEpoch 0: |          | 2025/? [14:13<00:00,  2.37it/s]\nEpoch 0: |          | 2025/? [14:13<00:00,  2.37it/s]\nEpoch 0: |          | 2026/? [14:13<00:00,  2.37it/s]\nEpoch 0: |          | 2026/? [14:13<00:00,  2.37it/s]\nEpoch 0: |          | 2027/? [14:14<00:00,  2.37it/s]\nEpoch 0: |          | 2027/? [14:14<00:00,  2.37it/s]\nEpoch 0: |          | 2028/? [14:14<00:00,  2.37it/s]\nEpoch 0: |          | 2028/? [14:14<00:00,  2.37it/s]\nEpoch 0: |          | 2029/? [14:14<00:00,  2.37it/s]\nEpoch 0: |          | 2029/? [14:14<00:00,  2.37it/s]\nEpoch 0: |          | 2030/? [14:15<00:00,  2.37it/s]\nEpoch 0: |          | 2030/? [14:15<00:00,  2.37it/s]\nEpoch 0: |          | 2031/? [14:15<00:00,  2.37it/s]\nEpoch 0: |          | 2031/? [14:15<00:00,  2.37it/s]\nEpoch 0: |          | 2032/? [14:15<00:00,  2.37it/s]\nEpoch 0: |          | 2032/? [14:15<00:00,  2.37it/s]\nEpoch 0: |          | 2033/? [14:16<00:00,  2.37it/s]\nEpoch 0: |          | 2033/? [14:16<00:00,  2.37it/s]\nEpoch 0: |          | 2034/? [14:16<00:00,  2.37it/s]\nEpoch 0: |          | 2034/? [14:16<00:00,  2.37it/s]\nEpoch 0: |          | 2035/? [14:17<00:00,  2.37it/s]\nEpoch 0: |          | 2035/? [14:17<00:00,  2.37it/s]\nEpoch 0: |          | 2036/? [14:17<00:00,  2.37it/s]\nEpoch 0: |          | 2036/? [14:17<00:00,  2.37it/s]\nEpoch 0: |          | 2037/? [14:17<00:00,  2.37it/s]\nEpoch 0: |          | 2037/? [14:17<00:00,  2.37it/s]\nEpoch 0: |          | 2038/? [14:18<00:00,  2.37it/s]\nEpoch 0: |          | 2038/? [14:18<00:00,  2.37it/s]\nEpoch 0: |          | 2039/? [14:18<00:00,  2.37it/s]\nEpoch 0: |          | 2039/? [14:18<00:00,  2.37it/s]\nEpoch 0: |          | 2040/? [14:19<00:00,  2.37it/s]\nEpoch 0: |          | 2040/? [14:19<00:00,  2.37it/s]\nEpoch 0: |          | 2041/? [14:19<00:00,  2.37it/s]\nEpoch 0: |          | 2041/? [14:19<00:00,  2.37it/s]\nEpoch 0: |          | 2042/? [14:19<00:00,  2.37it/s]\nEpoch 0: |          | 2042/? [14:19<00:00,  2.37it/s]\nEpoch 0: |          | 2043/? [14:20<00:00,  2.37it/s]\nEpoch 0: |          | 2043/? [14:20<00:00,  2.37it/s]\nEpoch 0: |          | 2044/? [14:20<00:00,  2.38it/s]\nEpoch 0: |          | 2044/? [14:20<00:00,  2.38it/s]\nEpoch 0: |          | 2045/? [14:20<00:00,  2.38it/s]\nEpoch 0: |          | 2045/? [14:20<00:00,  2.38it/s]\nEpoch 0: |          | 2046/? [14:21<00:00,  2.38it/s]\nEpoch 0: |          | 2046/? [14:21<00:00,  2.38it/s]\nEpoch 0: |          | 2047/? [14:21<00:00,  2.38it/s]\nEpoch 0: |          | 2047/? [14:21<00:00,  2.38it/s]\nEpoch 0: |          | 2048/? [14:22<00:00,  2.38it/s]\nEpoch 0: |          | 2048/? [14:22<00:00,  2.38it/s]\nEpoch 0: |          | 2049/? [14:22<00:00,  2.38it/s]\nEpoch 0: |          | 2049/? [14:22<00:00,  2.38it/s]\nEpoch 0: |          | 2050/? [14:22<00:00,  2.38it/s]\nEpoch 0: |          | 2050/? [14:22<00:00,  2.38it/s]\nEpoch 0: |          | 2051/? [14:23<00:00,  2.38it/s]\nEpoch 0: |          | 2051/? [14:23<00:00,  2.38it/s]\nEpoch 0: |          | 2052/? [14:23<00:00,  2.38it/s]\nEpoch 0: |          | 2052/? [14:23<00:00,  2.38it/s]\nEpoch 0: |          | 2053/? [14:24<00:00,  2.38it/s]\nEpoch 0: |          | 2053/? [14:24<00:00,  2.38it/s]\nEpoch 0: |          | 2054/? [14:24<00:00,  2.38it/s]\nEpoch 0: |          | 2054/? [14:24<00:00,  2.38it/s]\nEpoch 0: |          | 2055/? [14:24<00:00,  2.38it/s]\nEpoch 0: |          | 2055/? [14:24<00:00,  2.38it/s]\nEpoch 0: |          | 2056/? [14:25<00:00,  2.38it/s]\nEpoch 0: |          | 2056/? [14:25<00:00,  2.38it/s]\nEpoch 0: |          | 2057/? [14:25<00:00,  2.38it/s]\nEpoch 0: |          | 2057/? [14:25<00:00,  2.38it/s]\nEpoch 0: |          | 2058/? [14:26<00:00,  2.38it/s]\nEpoch 0: |          | 2058/? [14:26<00:00,  2.38it/s]\nEpoch 0: |          | 2059/? [14:26<00:00,  2.38it/s]\nEpoch 0: |          | 2059/? [14:26<00:00,  2.38it/s]\nEpoch 0: |          | 2060/? [14:26<00:00,  2.38it/s]\nEpoch 0: |          | 2060/? [14:26<00:00,  2.38it/s]\nEpoch 0: |          | 2061/? [14:27<00:00,  2.38it/s]\nEpoch 0: |          | 2061/? [14:27<00:00,  2.38it/s]\nEpoch 0: |          | 2062/? [14:27<00:00,  2.38it/s]\nEpoch 0: |          | 2062/? [14:27<00:00,  2.38it/s]\nEpoch 0: |          | 2063/? [14:27<00:00,  2.38it/s]\nEpoch 0: |          | 2063/? [14:27<00:00,  2.38it/s]\nEpoch 0: |          | 2064/? [14:28<00:00,  2.38it/s]\nEpoch 0: |          | 2064/? [14:28<00:00,  2.38it/s]\nEpoch 0: |          | 2065/? [14:28<00:00,  2.38it/s]\nEpoch 0: |          | 2065/? [14:28<00:00,  2.38it/s]\nEpoch 0: |          | 2066/? [14:29<00:00,  2.38it/s]\nEpoch 0: |          | 2066/? [14:29<00:00,  2.38it/s]\nEpoch 0: |          | 2067/? [14:29<00:00,  2.38it/s]\nEpoch 0: |          | 2067/? [14:29<00:00,  2.38it/s]\nEpoch 0: |          | 2068/? [14:29<00:00,  2.38it/s]\nEpoch 0: |          | 2068/? [14:29<00:00,  2.38it/s]\nEpoch 0: |          | 2069/? [14:30<00:00,  2.38it/s]\nEpoch 0: |          | 2069/? [14:30<00:00,  2.38it/s]\nEpoch 0: |          | 2070/? [14:30<00:00,  2.38it/s]\nEpoch 0: |          | 2070/? [14:30<00:00,  2.38it/s]\nEpoch 0: |          | 2071/? [14:30<00:00,  2.38it/s]\nEpoch 0: |          | 2071/? [14:30<00:00,  2.38it/s]\nEpoch 0: |          | 2072/? [14:31<00:00,  2.38it/s]\nEpoch 0: |          | 2072/? [14:31<00:00,  2.38it/s]\nEpoch 0: |          | 2073/? [14:31<00:00,  2.38it/s]\nEpoch 0: |          | 2073/? [14:31<00:00,  2.38it/s]\nEpoch 0: |          | 2074/? [14:32<00:00,  2.38it/s]\nEpoch 0: |          | 2074/? [14:32<00:00,  2.38it/s]\nEpoch 0: |          | 2075/? [14:32<00:00,  2.38it/s]\nEpoch 0: |          | 2075/? [14:32<00:00,  2.38it/s]\nEpoch 0: |          | 2076/? [14:32<00:00,  2.38it/s]\nEpoch 0: |          | 2076/? [14:32<00:00,  2.38it/s]\nEpoch 0: |          | 2077/? [14:33<00:00,  2.38it/s]\nEpoch 0: |          | 2077/? [14:33<00:00,  2.38it/s]\nEpoch 0: |          | 2078/? [14:33<00:00,  2.38it/s]\nEpoch 0: |          | 2078/? [14:33<00:00,  2.38it/s]\nEpoch 0: |          | 2079/? [14:34<00:00,  2.38it/s]\nEpoch 0: |          | 2079/? [14:34<00:00,  2.38it/s]\nEpoch 0: |          | 2080/? [14:34<00:00,  2.38it/s]\nEpoch 0: |          | 2080/? [14:34<00:00,  2.38it/s]\nEpoch 0: |          | 2081/? [14:34<00:00,  2.38it/s]\nEpoch 0: |          | 2081/? [14:34<00:00,  2.38it/s]\nEpoch 0: |          | 2082/? [14:35<00:00,  2.38it/s]\nEpoch 0: |          | 2082/? [14:35<00:00,  2.38it/s]\nEpoch 0: |          | 2083/? [14:35<00:00,  2.38it/s]\nEpoch 0: |          | 2083/? [14:35<00:00,  2.38it/s]\nEpoch 0: |          | 2084/? [14:35<00:00,  2.38it/s]\nEpoch 0: |          | 2084/? [14:35<00:00,  2.38it/s]\nEpoch 0: |          | 2085/? [14:36<00:00,  2.38it/s]\nEpoch 0: |          | 2085/? [14:36<00:00,  2.38it/s]\nEpoch 0: |          | 2086/? [14:36<00:00,  2.38it/s]\nEpoch 0: |          | 2086/? [14:36<00:00,  2.38it/s]\nEpoch 0: |          | 2087/? [14:37<00:00,  2.38it/s]\nEpoch 0: |          | 2087/? [14:37<00:00,  2.38it/s]\nEpoch 0: |          | 2088/? [14:37<00:00,  2.38it/s]\nEpoch 0: |          | 2088/? [14:37<00:00,  2.38it/s]\nEpoch 0: |          | 2089/? [14:37<00:00,  2.38it/s]\nEpoch 0: |          | 2089/? [14:37<00:00,  2.38it/s]\nEpoch 0: |          | 2090/? [14:38<00:00,  2.38it/s]\nEpoch 0: |          | 2090/? [14:38<00:00,  2.38it/s]\nEpoch 0: |          | 2091/? [14:38<00:00,  2.38it/s]\nEpoch 0: |          | 2091/? [14:38<00:00,  2.38it/s]\nEpoch 0: |          | 2092/? [14:39<00:00,  2.38it/s]\nEpoch 0: |          | 2092/? [14:39<00:00,  2.38it/s]\nEpoch 0: |          | 2093/? [14:39<00:00,  2.38it/s]\nEpoch 0: |          | 2093/? [14:39<00:00,  2.38it/s]\nEpoch 0: |          | 2094/? [14:39<00:00,  2.38it/s]\nEpoch 0: |          | 2094/? [14:39<00:00,  2.38it/s]\nEpoch 0: |          | 2095/? [14:40<00:00,  2.38it/s]\nEpoch 0: |          | 2095/? [14:40<00:00,  2.38it/s]\nEpoch 0: |          | 2096/? [14:40<00:00,  2.38it/s]\nEpoch 0: |          | 2096/? [14:40<00:00,  2.38it/s]\nEpoch 0: |          | 2097/? [14:40<00:00,  2.38it/s]\nEpoch 0: |          | 2097/? [14:40<00:00,  2.38it/s]\nEpoch 0: |          | 2098/? [14:41<00:00,  2.38it/s]\nEpoch 0: |          | 2098/? [14:41<00:00,  2.38it/s]\nEpoch 0: |          | 2099/? [14:41<00:00,  2.38it/s]\nEpoch 0: |          | 2099/? [14:41<00:00,  2.38it/s]\nEpoch 0: |          | 2100/? [14:42<00:00,  2.38it/s]\nEpoch 0: |          | 2100/? [14:42<00:00,  2.38it/s]\nEpoch 0: |          | 2101/? [14:42<00:00,  2.38it/s]\nEpoch 0: |          | 2101/? [14:42<00:00,  2.38it/s]\nEpoch 0: |          | 2102/? [14:42<00:00,  2.38it/s]\nEpoch 0: |          | 2102/? [14:42<00:00,  2.38it/s]\nEpoch 0: |          | 2103/? [14:43<00:00,  2.38it/s]\nEpoch 0: |          | 2103/? [14:43<00:00,  2.38it/s]\nEpoch 0: |          | 2104/? [14:43<00:00,  2.38it/s]\nEpoch 0: |          | 2104/? [14:43<00:00,  2.38it/s]\nEpoch 0: |          | 2105/? [14:44<00:00,  2.38it/s]\nEpoch 0: |          | 2105/? [14:44<00:00,  2.38it/s]\nEpoch 0: |          | 2106/? [14:44<00:00,  2.38it/s]\nEpoch 0: |          | 2106/? [14:44<00:00,  2.38it/s]\nEpoch 0: |          | 2107/? [14:44<00:00,  2.38it/s]\nEpoch 0: |          | 2107/? [14:44<00:00,  2.38it/s]\nEpoch 0: |          | 2108/? [14:45<00:00,  2.38it/s]\nEpoch 0: |          | 2108/? [14:45<00:00,  2.38it/s]\nEpoch 0: |          | 2109/? [14:45<00:00,  2.38it/s]\nEpoch 0: |          | 2109/? [14:45<00:00,  2.38it/s]\nEpoch 0: |          | 2110/? [14:45<00:00,  2.38it/s]\nEpoch 0: |          | 2110/? [14:45<00:00,  2.38it/s]\nEpoch 0: |          | 2111/? [14:46<00:00,  2.38it/s]\nEpoch 0: |          | 2111/? [14:46<00:00,  2.38it/s]\nEpoch 0: |          | 2112/? [14:46<00:00,  2.38it/s]\nEpoch 0: |          | 2112/? [14:46<00:00,  2.38it/s]\nEpoch 0: |          | 2113/? [14:47<00:00,  2.38it/s]\nEpoch 0: |          | 2113/? [14:47<00:00,  2.38it/s]\nEpoch 0: |          | 2114/? [14:47<00:00,  2.38it/s]\nEpoch 0: |          | 2114/? [14:47<00:00,  2.38it/s]\nEpoch 0: |          | 2115/? [14:47<00:00,  2.38it/s]\nEpoch 0: |          | 2115/? [14:47<00:00,  2.38it/s]\nEpoch 0: |          | 2116/? [14:48<00:00,  2.38it/s]\nEpoch 0: |          | 2116/? [14:48<00:00,  2.38it/s]\nEpoch 0: |          | 2117/? [14:48<00:00,  2.38it/s]\nEpoch 0: |          | 2117/? [14:48<00:00,  2.38it/s]\nEpoch 0: |          | 2118/? [14:49<00:00,  2.38it/s]\nEpoch 0: |          | 2118/? [14:49<00:00,  2.38it/s]\nEpoch 0: |          | 2119/? [14:49<00:00,  2.38it/s]\nEpoch 0: |          | 2119/? [14:49<00:00,  2.38it/s]\nEpoch 0: |          | 2120/? [14:49<00:00,  2.38it/s]\nEpoch 0: |          | 2120/? [14:49<00:00,  2.38it/s]\nEpoch 0: |          | 2121/? [14:50<00:00,  2.38it/s]\nEpoch 0: |          | 2121/? [14:50<00:00,  2.38it/s]\nEpoch 0: |          | 2122/? [14:50<00:00,  2.38it/s]\nEpoch 0: |          | 2122/? [14:50<00:00,  2.38it/s]\nEpoch 0: |          | 2123/? [14:50<00:00,  2.38it/s]\nEpoch 0: |          | 2123/? [14:50<00:00,  2.38it/s]\nEpoch 0: |          | 2124/? [14:51<00:00,  2.38it/s]\nEpoch 0: |          | 2124/? [14:51<00:00,  2.38it/s]\nEpoch 0: |          | 2125/? [14:51<00:00,  2.38it/s]\nEpoch 0: |          | 2125/? [14:51<00:00,  2.38it/s]\nEpoch 0: |          | 2126/? [14:52<00:00,  2.38it/s]\nEpoch 0: |          | 2126/? [14:52<00:00,  2.38it/s]\nEpoch 0: |          | 2127/? [14:52<00:00,  2.38it/s]\nEpoch 0: |          | 2127/? [14:52<00:00,  2.38it/s]\nEpoch 0: |          | 2128/? [14:52<00:00,  2.38it/s]\nEpoch 0: |          | 2128/? [14:52<00:00,  2.38it/s]\nEpoch 0: |          | 2129/? [14:53<00:00,  2.38it/s]\nEpoch 0: |          | 2129/? [14:53<00:00,  2.38it/s]\nEpoch 0: |          | 2130/? [14:53<00:00,  2.38it/s]\nEpoch 0: |          | 2130/? [14:53<00:00,  2.38it/s]\nEpoch 0: |          | 2131/? [14:54<00:00,  2.38it/s]\nEpoch 0: |          | 2131/? [14:54<00:00,  2.38it/s]\nEpoch 0: |          | 2132/? [14:54<00:00,  2.38it/s]\nEpoch 0: |          | 2132/? [14:54<00:00,  2.38it/s]\nEpoch 0: |          | 2133/? [14:54<00:00,  2.38it/s]\nEpoch 0: |          | 2133/? [14:54<00:00,  2.38it/s]\nEpoch 0: |          | 2134/? [14:55<00:00,  2.38it/s]\nEpoch 0: |          | 2134/? [14:55<00:00,  2.38it/s]\nEpoch 0: |          | 2135/? [14:55<00:00,  2.38it/s]\nEpoch 0: |          | 2135/? [14:55<00:00,  2.38it/s]\nEpoch 0: |          | 2136/? [14:55<00:00,  2.38it/s]\nEpoch 0: |          | 2136/? [14:55<00:00,  2.38it/s]\nEpoch 0: |          | 2137/? [14:56<00:00,  2.38it/s]\nEpoch 0: |          | 2137/? [14:56<00:00,  2.38it/s]\nEpoch 0: |          | 2138/? [14:56<00:00,  2.38it/s]\nEpoch 0: |          | 2138/? [14:56<00:00,  2.38it/s]\nEpoch 0: |          | 2139/? [14:57<00:00,  2.38it/s]\nEpoch 0: |          | 2139/? [14:57<00:00,  2.38it/s]\nEpoch 0: |          | 2140/? [14:57<00:00,  2.38it/s]\nEpoch 0: |          | 2140/? [14:57<00:00,  2.38it/s]\nEpoch 0: |          | 2141/? [14:57<00:00,  2.38it/s]\nEpoch 0: |          | 2141/? [14:57<00:00,  2.38it/s]\nEpoch 0: |          | 2142/? [14:58<00:00,  2.38it/s]\nEpoch 0: |          | 2142/? [14:58<00:00,  2.38it/s]\nEpoch 0: |          | 2143/? [14:58<00:00,  2.38it/s]\nEpoch 0: |          | 2143/? [14:58<00:00,  2.38it/s]\nEpoch 0: |          | 2144/? [14:59<00:00,  2.38it/s]\nEpoch 0: |          | 2144/? [14:59<00:00,  2.38it/s]\nEpoch 0: |          | 2145/? [14:59<00:00,  2.38it/s]\nEpoch 0: |          | 2145/? [14:59<00:00,  2.38it/s]\nEpoch 0: |          | 2146/? [14:59<00:00,  2.38it/s]\nEpoch 0: |          | 2146/? [14:59<00:00,  2.38it/s]\nEpoch 0: |          | 2147/? [15:00<00:00,  2.39it/s]\nEpoch 0: |          | 2147/? [15:00<00:00,  2.39it/s]\nEpoch 0: |          | 2148/? [15:00<00:00,  2.39it/s]\nEpoch 0: |          | 2148/? [15:00<00:00,  2.39it/s]\nEpoch 0: |          | 2149/? [15:00<00:00,  2.39it/s]\nEpoch 0: |          | 2149/? [15:00<00:00,  2.39it/s]\nEpoch 0: |          | 2150/? [15:01<00:00,  2.39it/s]\nEpoch 0: |          | 2150/? [15:01<00:00,  2.39it/s]\nEpoch 0: |          | 2151/? [15:01<00:00,  2.39it/s]\nEpoch 0: |          | 2151/? [15:01<00:00,  2.39it/s]\nEpoch 0: |          | 2152/? [15:02<00:00,  2.39it/s]\nEpoch 0: |          | 2152/? [15:02<00:00,  2.39it/s]\nEpoch 0: |          | 2153/? [15:02<00:00,  2.39it/s]\nEpoch 0: |          | 2153/? [15:02<00:00,  2.39it/s]\nEpoch 0: |          | 2154/? [15:02<00:00,  2.39it/s]\nEpoch 0: |          | 2154/? [15:02<00:00,  2.39it/s]\nEpoch 0: |          | 2155/? [15:03<00:00,  2.39it/s]\nEpoch 0: |          | 2155/? [15:03<00:00,  2.39it/s]\nEpoch 0: |          | 2156/? [15:03<00:00,  2.39it/s]\nEpoch 0: |          | 2156/? [15:03<00:00,  2.39it/s]\nEpoch 0: |          | 2157/? [15:04<00:00,  2.39it/s]\nEpoch 0: |          | 2157/? [15:04<00:00,  2.39it/s]\nEpoch 0: |          | 2158/? [15:04<00:00,  2.39it/s]\nEpoch 0: |          | 2158/? [15:04<00:00,  2.39it/s]\nEpoch 0: |          | 2159/? [15:04<00:00,  2.39it/s]\nEpoch 0: |          | 2159/? [15:04<00:00,  2.39it/s]\nEpoch 0: |          | 2160/? [15:05<00:00,  2.39it/s]\nEpoch 0: |          | 2160/? [15:05<00:00,  2.39it/s]\nEpoch 0: |          | 2161/? [15:05<00:00,  2.39it/s]\nEpoch 0: |          | 2161/? [15:05<00:00,  2.39it/s]\nEpoch 0: |          | 2162/? [15:05<00:00,  2.39it/s]\nEpoch 0: |          | 2162/? [15:05<00:00,  2.39it/s]\nEpoch 0: |          | 2163/? [15:06<00:00,  2.39it/s]\nEpoch 0: |          | 2163/? [15:06<00:00,  2.39it/s]\nEpoch 0: |          | 2164/? [15:06<00:00,  2.39it/s]\nEpoch 0: |          | 2164/? [15:06<00:00,  2.39it/s]\nEpoch 0: |          | 2165/? [15:07<00:00,  2.39it/s]\nEpoch 0: |          | 2165/? [15:07<00:00,  2.39it/s]\nEpoch 0: |          | 2166/? [15:07<00:00,  2.39it/s]\nEpoch 0: |          | 2166/? [15:07<00:00,  2.39it/s]\nEpoch 0: |          | 2167/? [15:07<00:00,  2.39it/s]\nEpoch 0: |          | 2167/? [15:07<00:00,  2.39it/s]\nEpoch 0: |          | 2168/? [15:08<00:00,  2.39it/s]\nEpoch 0: |          | 2168/? [15:08<00:00,  2.39it/s]\nEpoch 0: |          | 2169/? [15:08<00:00,  2.39it/s]\nEpoch 0: |          | 2169/? [15:08<00:00,  2.39it/s]\nEpoch 0: |          | 2170/? [15:08<00:00,  2.39it/s]\nEpoch 0: |          | 2170/? [15:08<00:00,  2.39it/s]\nEpoch 0: |          | 2171/? [15:09<00:00,  2.39it/s]\nEpoch 0: |          | 2171/? [15:09<00:00,  2.39it/s]\nEpoch 0: |          | 2172/? [15:09<00:00,  2.39it/s]\nEpoch 0: |          | 2172/? [15:09<00:00,  2.39it/s]\nEpoch 0: |          | 2173/? [15:10<00:00,  2.39it/s]\nEpoch 0: |          | 2173/? [15:10<00:00,  2.39it/s]\nEpoch 0: |          | 2174/? [15:10<00:00,  2.39it/s]\nEpoch 0: |          | 2174/? [15:10<00:00,  2.39it/s]\nEpoch 0: |          | 2175/? [15:10<00:00,  2.39it/s]\nEpoch 0: |          | 2175/? [15:10<00:00,  2.39it/s]\nEpoch 0: |          | 2176/? [15:11<00:00,  2.39it/s]\nEpoch 0: |          | 2176/? [15:11<00:00,  2.39it/s]\nEpoch 0: |          | 2177/? [15:11<00:00,  2.39it/s]\nEpoch 0: |          | 2177/? [15:11<00:00,  2.39it/s]\nEpoch 0: |          | 2178/? [15:12<00:00,  2.39it/s]\nEpoch 0: |          | 2178/? [15:12<00:00,  2.39it/s]\nEpoch 0: |          | 2179/? [15:12<00:00,  2.39it/s]\nEpoch 0: |          | 2179/? [15:12<00:00,  2.39it/s]\nEpoch 0: |          | 2180/? [15:12<00:00,  2.39it/s]\nEpoch 0: |          | 2180/? [15:12<00:00,  2.39it/s]\nEpoch 0: |          | 2181/? [15:13<00:00,  2.39it/s]\nEpoch 0: |          | 2181/? [15:13<00:00,  2.39it/s]\nEpoch 0: |          | 2182/? [15:13<00:00,  2.39it/s]\nEpoch 0: |          | 2182/? [15:13<00:00,  2.39it/s]\nEpoch 0: |          | 2183/? [15:13<00:00,  2.39it/s]\nEpoch 0: |          | 2183/? [15:13<00:00,  2.39it/s]\nEpoch 0: |          | 2184/? [15:14<00:00,  2.39it/s]\nEpoch 0: |          | 2184/? [15:14<00:00,  2.39it/s]\nEpoch 0: |          | 2185/? [15:14<00:00,  2.39it/s]\nEpoch 0: |          | 2185/? [15:14<00:00,  2.39it/s]\nEpoch 0: |          | 2186/? [15:15<00:00,  2.39it/s]\nEpoch 0: |          | 2186/? [15:15<00:00,  2.39it/s]\nEpoch 0: |          | 2187/? [15:15<00:00,  2.39it/s]\nEpoch 0: |          | 2187/? [15:15<00:00,  2.39it/s]\nEpoch 0: |          | 2188/? [15:15<00:00,  2.39it/s]\nEpoch 0: |          | 2188/? [15:15<00:00,  2.39it/s]\nEpoch 0: |          | 2189/? [15:16<00:00,  2.39it/s]\nEpoch 0: |          | 2189/? [15:16<00:00,  2.39it/s]\nEpoch 0: |          | 2190/? [15:16<00:00,  2.39it/s]\nEpoch 0: |          | 2190/? [15:16<00:00,  2.39it/s]\nEpoch 0: |          | 2191/? [15:17<00:00,  2.39it/s]\nEpoch 0: |          | 2191/? [15:17<00:00,  2.39it/s]\nEpoch 0: |          | 2192/? [15:17<00:00,  2.39it/s]\nEpoch 0: |          | 2192/? [15:17<00:00,  2.39it/s]\nEpoch 0: |          | 2193/? [15:17<00:00,  2.39it/s]\nEpoch 0: |          | 2193/? [15:17<00:00,  2.39it/s]\nEpoch 0: |          | 2194/? [15:18<00:00,  2.39it/s]\nEpoch 0: |          | 2194/? [15:18<00:00,  2.39it/s]\nEpoch 0: |          | 2195/? [15:18<00:00,  2.39it/s]\nEpoch 0: |          | 2195/? [15:18<00:00,  2.39it/s]\nEpoch 0: |          | 2196/? [15:18<00:00,  2.39it/s]\nEpoch 0: |          | 2196/? [15:18<00:00,  2.39it/s]\nEpoch 0: |          | 2197/? [15:19<00:00,  2.39it/s]\nEpoch 0: |          | 2197/? [15:19<00:00,  2.39it/s]\nEpoch 0: |          | 2198/? [15:19<00:00,  2.39it/s]\nEpoch 0: |          | 2198/? [15:19<00:00,  2.39it/s]\nEpoch 0: |          | 2199/? [15:20<00:00,  2.39it/s]\nEpoch 0: |          | 2199/? [15:20<00:00,  2.39it/s]\nEpoch 0: |          | 2200/? [15:20<00:00,  2.39it/s]\nEpoch 0: |          | 2200/? [15:20<00:00,  2.39it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  6.94it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  7.12it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.04it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.14it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 2200/? [15:21<00:00,  2.39it/s]\nEpoch 0: |          | 2201/? [15:21<00:00,  2.39it/s]\nEpoch 0: |          | 2201/? [15:21<00:00,  2.39it/s]\nEpoch 0: |          | 2202/? [15:21<00:00,  2.39it/s]\nEpoch 0: |          | 2202/? [15:21<00:00,  2.39it/s]\nEpoch 0: |          | 2203/? [15:22<00:00,  2.39it/s]\nEpoch 0: |          | 2203/? [15:22<00:00,  2.39it/s]\nEpoch 0: |          | 2204/? [15:22<00:00,  2.39it/s]\nEpoch 0: |          | 2204/? [15:22<00:00,  2.39it/s]\nEpoch 0: |          | 2205/? [15:22<00:00,  2.39it/s]\nEpoch 0: |          | 2205/? [15:22<00:00,  2.39it/s]\nEpoch 0: |          | 2206/? [15:23<00:00,  2.39it/s]\nEpoch 0: |          | 2206/? [15:23<00:00,  2.39it/s]\nEpoch 0: |          | 2207/? [15:23<00:00,  2.39it/s]\nEpoch 0: |          | 2207/? [15:23<00:00,  2.39it/s]\nEpoch 0: |          | 2208/? [15:24<00:00,  2.39it/s]\nEpoch 0: |          | 2208/? [15:24<00:00,  2.39it/s]\nEpoch 0: |          | 2209/? [15:24<00:00,  2.39it/s]\nEpoch 0: |          | 2209/? [15:24<00:00,  2.39it/s]\nEpoch 0: |          | 2210/? [15:24<00:00,  2.39it/s]\nEpoch 0: |          | 2210/? [15:24<00:00,  2.39it/s]\nEpoch 0: |          | 2211/? [15:25<00:00,  2.39it/s]\nEpoch 0: |          | 2211/? [15:25<00:00,  2.39it/s]\nEpoch 0: |          | 2212/? [15:25<00:00,  2.39it/s]\nEpoch 0: |          | 2212/? [15:25<00:00,  2.39it/s]\nEpoch 0: |          | 2213/? [15:26<00:00,  2.39it/s]\nEpoch 0: |          | 2213/? [15:26<00:00,  2.39it/s]\nEpoch 0: |          | 2214/? [15:26<00:00,  2.39it/s]\nEpoch 0: |          | 2214/? [15:26<00:00,  2.39it/s]\nEpoch 0: |          | 2215/? [15:26<00:00,  2.39it/s]\nEpoch 0: |          | 2215/? [15:26<00:00,  2.39it/s]\nEpoch 0: |          | 2216/? [15:27<00:00,  2.39it/s]\nEpoch 0: |          | 2216/? [15:27<00:00,  2.39it/s]\nEpoch 0: |          | 2217/? [15:27<00:00,  2.39it/s]\nEpoch 0: |          | 2217/? [15:27<00:00,  2.39it/s]\nEpoch 0: |          | 2218/? [15:27<00:00,  2.39it/s]\nEpoch 0: |          | 2218/? [15:27<00:00,  2.39it/s]\nEpoch 0: |          | 2219/? [15:28<00:00,  2.39it/s]\nEpoch 0: |          | 2219/? [15:28<00:00,  2.39it/s]\nEpoch 0: |          | 2220/? [15:28<00:00,  2.39it/s]\nEpoch 0: |          | 2220/? [15:28<00:00,  2.39it/s]\nEpoch 0: |          | 2221/? [15:29<00:00,  2.39it/s]\nEpoch 0: |          | 2221/? [15:29<00:00,  2.39it/s]\nEpoch 0: |          | 2222/? [15:29<00:00,  2.39it/s]\nEpoch 0: |          | 2222/? [15:29<00:00,  2.39it/s]\nEpoch 0: |          | 2223/? [15:29<00:00,  2.39it/s]\nEpoch 0: |          | 2223/? [15:29<00:00,  2.39it/s]\nEpoch 0: |          | 2224/? [15:30<00:00,  2.39it/s]\nEpoch 0: |          | 2224/? [15:30<00:00,  2.39it/s]\nEpoch 0: |          | 2225/? [15:30<00:00,  2.39it/s]\nEpoch 0: |          | 2225/? [15:30<00:00,  2.39it/s]\nEpoch 0: |          | 2226/? [15:30<00:00,  2.39it/s]\nEpoch 0: |          | 2226/? [15:30<00:00,  2.39it/s]\nEpoch 0: |          | 2227/? [15:31<00:00,  2.39it/s]\nEpoch 0: |          | 2227/? [15:31<00:00,  2.39it/s]\nEpoch 0: |          | 2228/? [15:31<00:00,  2.39it/s]\nEpoch 0: |          | 2228/? [15:31<00:00,  2.39it/s]\nEpoch 0: |          | 2229/? [15:32<00:00,  2.39it/s]\nEpoch 0: |          | 2229/? [15:32<00:00,  2.39it/s]\nEpoch 0: |          | 2230/? [15:32<00:00,  2.39it/s]\nEpoch 0: |          | 2230/? [15:32<00:00,  2.39it/s]\nEpoch 0: |          | 2231/? [15:32<00:00,  2.39it/s]\nEpoch 0: |          | 2231/? [15:32<00:00,  2.39it/s]\nEpoch 0: |          | 2232/? [15:33<00:00,  2.39it/s]\nEpoch 0: |          | 2232/? [15:33<00:00,  2.39it/s]\nEpoch 0: |          | 2233/? [15:33<00:00,  2.39it/s]\nEpoch 0: |          | 2233/? [15:33<00:00,  2.39it/s]\nEpoch 0: |          | 2234/? [15:34<00:00,  2.39it/s]\nEpoch 0: |          | 2234/? [15:34<00:00,  2.39it/s]\nEpoch 0: |          | 2235/? [15:34<00:00,  2.39it/s]\nEpoch 0: |          | 2235/? [15:34<00:00,  2.39it/s]\nEpoch 0: |          | 2236/? [15:34<00:00,  2.39it/s]\nEpoch 0: |          | 2236/? [15:34<00:00,  2.39it/s]\nEpoch 0: |          | 2237/? [15:35<00:00,  2.39it/s]\nEpoch 0: |          | 2237/? [15:35<00:00,  2.39it/s]\nEpoch 0: |          | 2238/? [15:35<00:00,  2.39it/s]\nEpoch 0: |          | 2238/? [15:35<00:00,  2.39it/s]\nEpoch 0: |          | 2239/? [15:35<00:00,  2.39it/s]\nEpoch 0: |          | 2239/? [15:35<00:00,  2.39it/s]\nEpoch 0: |          | 2240/? [15:36<00:00,  2.39it/s]\nEpoch 0: |          | 2240/? [15:36<00:00,  2.39it/s]\nEpoch 0: |          | 2241/? [15:36<00:00,  2.39it/s]\nEpoch 0: |          | 2241/? [15:36<00:00,  2.39it/s]\nEpoch 0: |          | 2242/? [15:37<00:00,  2.39it/s]\nEpoch 0: |          | 2242/? [15:37<00:00,  2.39it/s]\nEpoch 0: |          | 2243/? [15:37<00:00,  2.39it/s]\nEpoch 0: |          | 2243/? [15:37<00:00,  2.39it/s]\nEpoch 0: |          | 2244/? [15:37<00:00,  2.39it/s]\nEpoch 0: |          | 2244/? [15:37<00:00,  2.39it/s]\nEpoch 0: |          | 2245/? [15:38<00:00,  2.39it/s]\nEpoch 0: |          | 2245/? [15:38<00:00,  2.39it/s]\nEpoch 0: |          | 2246/? [15:38<00:00,  2.39it/s]\nEpoch 0: |          | 2246/? [15:38<00:00,  2.39it/s]\nEpoch 0: |          | 2247/? [15:39<00:00,  2.39it/s]\nEpoch 0: |          | 2247/? [15:39<00:00,  2.39it/s]\nEpoch 0: |          | 2248/? [15:39<00:00,  2.39it/s]\nEpoch 0: |          | 2248/? [15:39<00:00,  2.39it/s]\nEpoch 0: |          | 2249/? [15:39<00:00,  2.39it/s]\nEpoch 0: |          | 2249/? [15:39<00:00,  2.39it/s]\nEpoch 0: |          | 2250/? [15:40<00:00,  2.39it/s]\nEpoch 0: |          | 2250/? [15:40<00:00,  2.39it/s]\nEpoch 0: |          | 2251/? [15:40<00:00,  2.39it/s]\nEpoch 0: |          | 2251/? [15:40<00:00,  2.39it/s]\nEpoch 0: |          | 2252/? [15:40<00:00,  2.39it/s]\nEpoch 0: |          | 2252/? [15:40<00:00,  2.39it/s]\nEpoch 0: |          | 2253/? [15:41<00:00,  2.39it/s]\nEpoch 0: |          | 2253/? [15:41<00:00,  2.39it/s]\nEpoch 0: |          | 2254/? [15:41<00:00,  2.39it/s]\nEpoch 0: |          | 2254/? [15:41<00:00,  2.39it/s]\nEpoch 0: |          | 2255/? [15:42<00:00,  2.39it/s]\nEpoch 0: |          | 2255/? [15:42<00:00,  2.39it/s]\nEpoch 0: |          | 2256/? [15:42<00:00,  2.39it/s]\nEpoch 0: |          | 2256/? [15:42<00:00,  2.39it/s]\nEpoch 0: |          | 2257/? [15:42<00:00,  2.39it/s]\nEpoch 0: |          | 2257/? [15:42<00:00,  2.39it/s]\nEpoch 0: |          | 2258/? [15:43<00:00,  2.39it/s]\nEpoch 0: |          | 2258/? [15:43<00:00,  2.39it/s]\nEpoch 0: |          | 2259/? [15:43<00:00,  2.39it/s]\nEpoch 0: |          | 2259/? [15:43<00:00,  2.39it/s]\nEpoch 0: |          | 2260/? [15:43<00:00,  2.39it/s]\nEpoch 0: |          | 2260/? [15:43<00:00,  2.39it/s]\nEpoch 0: |          | 2261/? [15:44<00:00,  2.39it/s]\nEpoch 0: |          | 2261/? [15:44<00:00,  2.39it/s]\nEpoch 0: |          | 2262/? [15:44<00:00,  2.39it/s]\nEpoch 0: |          | 2262/? [15:44<00:00,  2.39it/s]\nEpoch 0: |          | 2263/? [15:45<00:00,  2.39it/s]\nEpoch 0: |          | 2263/? [15:45<00:00,  2.39it/s]\nEpoch 0: |          | 2264/? [15:45<00:00,  2.39it/s]\nEpoch 0: |          | 2264/? [15:45<00:00,  2.39it/s]\nEpoch 0: |          | 2265/? [15:45<00:00,  2.39it/s]\nEpoch 0: |          | 2265/? [15:45<00:00,  2.39it/s]\nEpoch 0: |          | 2266/? [15:46<00:00,  2.39it/s]\nEpoch 0: |          | 2266/? [15:46<00:00,  2.39it/s]\nEpoch 0: |          | 2267/? [15:46<00:00,  2.39it/s]\nEpoch 0: |          | 2267/? [15:46<00:00,  2.39it/s]\nEpoch 0: |          | 2268/? [15:47<00:00,  2.39it/s]\nEpoch 0: |          | 2268/? [15:47<00:00,  2.39it/s]\nEpoch 0: |          | 2269/? [15:47<00:00,  2.39it/s]\nEpoch 0: |          | 2269/? [15:47<00:00,  2.39it/s]\nEpoch 0: |          | 2270/? [15:47<00:00,  2.40it/s]\nEpoch 0: |          | 2270/? [15:47<00:00,  2.40it/s]\nEpoch 0: |          | 2271/? [15:48<00:00,  2.40it/s]\nEpoch 0: |          | 2271/? [15:48<00:00,  2.40it/s]\nEpoch 0: |          | 2272/? [15:48<00:00,  2.40it/s]\nEpoch 0: |          | 2272/? [15:48<00:00,  2.40it/s]\nEpoch 0: |          | 2273/? [15:48<00:00,  2.40it/s]\nEpoch 0: |          | 2273/? [15:48<00:00,  2.40it/s]\nEpoch 0: |          | 2274/? [15:49<00:00,  2.40it/s]\nEpoch 0: |          | 2274/? [15:49<00:00,  2.40it/s]\nEpoch 0: |          | 2275/? [15:49<00:00,  2.40it/s]\nEpoch 0: |          | 2275/? [15:49<00:00,  2.40it/s]\nEpoch 0: |          | 2276/? [15:50<00:00,  2.40it/s]\nEpoch 0: |          | 2276/? [15:50<00:00,  2.40it/s]\nEpoch 0: |          | 2277/? [15:50<00:00,  2.40it/s]\nEpoch 0: |          | 2277/? [15:50<00:00,  2.40it/s]\nEpoch 0: |          | 2278/? [15:50<00:00,  2.40it/s]\nEpoch 0: |          | 2278/? [15:50<00:00,  2.40it/s]\nEpoch 0: |          | 2279/? [15:51<00:00,  2.40it/s]\nEpoch 0: |          | 2279/? [15:51<00:00,  2.40it/s]\nEpoch 0: |          | 2280/? [15:51<00:00,  2.40it/s]\nEpoch 0: |          | 2280/? [15:51<00:00,  2.40it/s]\nEpoch 0: |          | 2281/? [15:52<00:00,  2.40it/s]\nEpoch 0: |          | 2281/? [15:52<00:00,  2.40it/s]\nEpoch 0: |          | 2282/? [15:52<00:00,  2.40it/s]\nEpoch 0: |          | 2282/? [15:52<00:00,  2.40it/s]\nEpoch 0: |          | 2283/? [15:52<00:00,  2.40it/s]\nEpoch 0: |          | 2283/? [15:52<00:00,  2.40it/s]\nEpoch 0: |          | 2284/? [15:53<00:00,  2.40it/s]\nEpoch 0: |          | 2284/? [15:53<00:00,  2.40it/s]\nEpoch 0: |          | 2285/? [15:53<00:00,  2.40it/s]\nEpoch 0: |          | 2285/? [15:53<00:00,  2.40it/s]\nEpoch 0: |          | 2286/? [15:53<00:00,  2.40it/s]\nEpoch 0: |          | 2286/? [15:53<00:00,  2.40it/s]\nEpoch 0: |          | 2287/? [15:54<00:00,  2.40it/s]\nEpoch 0: |          | 2287/? [15:54<00:00,  2.40it/s]\nEpoch 0: |          | 2288/? [15:54<00:00,  2.40it/s]\nEpoch 0: |          | 2288/? [15:54<00:00,  2.40it/s]\nEpoch 0: |          | 2289/? [15:55<00:00,  2.40it/s]\nEpoch 0: |          | 2289/? [15:55<00:00,  2.40it/s]\nEpoch 0: |          | 2290/? [15:55<00:00,  2.40it/s]\nEpoch 0: |          | 2290/? [15:55<00:00,  2.40it/s]\nEpoch 0: |          | 2291/? [15:55<00:00,  2.40it/s]\nEpoch 0: |          | 2291/? [15:55<00:00,  2.40it/s]\nEpoch 0: |          | 2292/? [15:56<00:00,  2.40it/s]\nEpoch 0: |          | 2292/? [15:56<00:00,  2.40it/s]\nEpoch 0: |          | 2293/? [15:56<00:00,  2.40it/s]\nEpoch 0: |          | 2293/? [15:56<00:00,  2.40it/s]\nEpoch 0: |          | 2294/? [15:56<00:00,  2.40it/s]\nEpoch 0: |          | 2294/? [15:56<00:00,  2.40it/s]\nEpoch 0: |          | 2295/? [15:57<00:00,  2.40it/s]\nEpoch 0: |          | 2295/? [15:57<00:00,  2.40it/s]\nEpoch 0: |          | 2296/? [15:57<00:00,  2.40it/s]\nEpoch 0: |          | 2296/? [15:57<00:00,  2.40it/s]\nEpoch 0: |          | 2297/? [15:58<00:00,  2.40it/s]\nEpoch 0: |          | 2297/? [15:58<00:00,  2.40it/s]\nEpoch 0: |          | 2298/? [15:58<00:00,  2.40it/s]\nEpoch 0: |          | 2298/? [15:58<00:00,  2.40it/s]\nEpoch 0: |          | 2299/? [15:58<00:00,  2.40it/s]\nEpoch 0: |          | 2299/? [15:58<00:00,  2.40it/s]\nEpoch 0: |          | 2300/? [15:59<00:00,  2.40it/s]\nEpoch 0: |          | 2300/? [15:59<00:00,  2.40it/s]\nEpoch 0: |          | 2301/? [15:59<00:00,  2.40it/s]\nEpoch 0: |          | 2301/? [15:59<00:00,  2.40it/s]\nEpoch 0: |          | 2302/? [16:00<00:00,  2.40it/s]\nEpoch 0: |          | 2302/? [16:00<00:00,  2.40it/s]\nEpoch 0: |          | 2303/? [16:00<00:00,  2.40it/s]\nEpoch 0: |          | 2303/? [16:00<00:00,  2.40it/s]\nEpoch 0: |          | 2304/? [16:00<00:00,  2.40it/s]\nEpoch 0: |          | 2304/? [16:00<00:00,  2.40it/s]\nEpoch 0: |          | 2305/? [16:01<00:00,  2.40it/s]\nEpoch 0: |          | 2305/? [16:01<00:00,  2.40it/s]\nEpoch 0: |          | 2306/? [16:01<00:00,  2.40it/s]\nEpoch 0: |          | 2306/? [16:01<00:00,  2.40it/s]\nEpoch 0: |          | 2307/? [16:01<00:00,  2.40it/s]\nEpoch 0: |          | 2307/? [16:01<00:00,  2.40it/s]\nEpoch 0: |          | 2308/? [16:02<00:00,  2.40it/s]\nEpoch 0: |          | 2308/? [16:02<00:00,  2.40it/s]\nEpoch 0: |          | 2309/? [16:02<00:00,  2.40it/s]\nEpoch 0: |          | 2309/? [16:02<00:00,  2.40it/s]\nEpoch 0: |          | 2310/? [16:03<00:00,  2.40it/s]\nEpoch 0: |          | 2310/? [16:03<00:00,  2.40it/s]\nEpoch 0: |          | 2311/? [16:03<00:00,  2.40it/s]\nEpoch 0: |          | 2311/? [16:03<00:00,  2.40it/s]\nEpoch 0: |          | 2312/? [16:03<00:00,  2.40it/s]\nEpoch 0: |          | 2312/? [16:03<00:00,  2.40it/s]\nEpoch 0: |          | 2313/? [16:04<00:00,  2.40it/s]\nEpoch 0: |          | 2313/? [16:04<00:00,  2.40it/s]\nEpoch 0: |          | 2314/? [16:04<00:00,  2.40it/s]\nEpoch 0: |          | 2314/? [16:04<00:00,  2.40it/s]\nEpoch 0: |          | 2315/? [16:04<00:00,  2.40it/s]\nEpoch 0: |          | 2315/? [16:04<00:00,  2.40it/s]\nEpoch 0: |          | 2316/? [16:05<00:00,  2.40it/s]\nEpoch 0: |          | 2316/? [16:05<00:00,  2.40it/s]\nEpoch 0: |          | 2317/? [16:05<00:00,  2.40it/s]\nEpoch 0: |          | 2317/? [16:05<00:00,  2.40it/s]\nEpoch 0: |          | 2318/? [16:06<00:00,  2.40it/s]\nEpoch 0: |          | 2318/? [16:06<00:00,  2.40it/s]\nEpoch 0: |          | 2319/? [16:06<00:00,  2.40it/s]\nEpoch 0: |          | 2319/? [16:06<00:00,  2.40it/s]\nEpoch 0: |          | 2320/? [16:06<00:00,  2.40it/s]\nEpoch 0: |          | 2320/? [16:06<00:00,  2.40it/s]\nEpoch 0: |          | 2321/? [16:07<00:00,  2.40it/s]\nEpoch 0: |          | 2321/? [16:07<00:00,  2.40it/s]\nEpoch 0: |          | 2322/? [16:07<00:00,  2.40it/s]\nEpoch 0: |          | 2322/? [16:07<00:00,  2.40it/s]\nEpoch 0: |          | 2323/? [16:08<00:00,  2.40it/s]\nEpoch 0: |          | 2323/? [16:08<00:00,  2.40it/s]\nEpoch 0: |          | 2324/? [16:08<00:00,  2.40it/s]\nEpoch 0: |          | 2324/? [16:08<00:00,  2.40it/s]\nEpoch 0: |          | 2325/? [16:08<00:00,  2.40it/s]\nEpoch 0: |          | 2325/? [16:08<00:00,  2.40it/s]\nEpoch 0: |          | 2326/? [16:09<00:00,  2.40it/s]\nEpoch 0: |          | 2326/? [16:09<00:00,  2.40it/s]\nEpoch 0: |          | 2327/? [16:09<00:00,  2.40it/s]\nEpoch 0: |          | 2327/? [16:09<00:00,  2.40it/s]\nEpoch 0: |          | 2328/? [16:09<00:00,  2.40it/s]\nEpoch 0: |          | 2328/? [16:09<00:00,  2.40it/s]\nEpoch 0: |          | 2329/? [16:10<00:00,  2.40it/s]\nEpoch 0: |          | 2329/? [16:10<00:00,  2.40it/s]\nEpoch 0: |          | 2330/? [16:10<00:00,  2.40it/s]\nEpoch 0: |          | 2330/? [16:10<00:00,  2.40it/s]\nEpoch 0: |          | 2331/? [16:11<00:00,  2.40it/s]\nEpoch 0: |          | 2331/? [16:11<00:00,  2.40it/s]\nEpoch 0: |          | 2332/? [16:11<00:00,  2.40it/s]\nEpoch 0: |          | 2332/? [16:11<00:00,  2.40it/s]\nEpoch 0: |          | 2333/? [16:11<00:00,  2.40it/s]\nEpoch 0: |          | 2333/? [16:11<00:00,  2.40it/s]\nEpoch 0: |          | 2334/? [16:12<00:00,  2.40it/s]\nEpoch 0: |          | 2334/? [16:12<00:00,  2.40it/s]\nEpoch 0: |          | 2335/? [16:12<00:00,  2.40it/s]\nEpoch 0: |          | 2335/? [16:12<00:00,  2.40it/s]\nEpoch 0: |          | 2336/? [16:13<00:00,  2.40it/s]\nEpoch 0: |          | 2336/? [16:13<00:00,  2.40it/s]\nEpoch 0: |          | 2337/? [16:13<00:00,  2.40it/s]\nEpoch 0: |          | 2337/? [16:13<00:00,  2.40it/s]\nEpoch 0: |          | 2338/? [16:13<00:00,  2.40it/s]\nEpoch 0: |          | 2338/? [16:13<00:00,  2.40it/s]\nEpoch 0: |          | 2339/? [16:14<00:00,  2.40it/s]\nEpoch 0: |          | 2339/? [16:14<00:00,  2.40it/s]\nEpoch 0: |          | 2340/? [16:14<00:00,  2.40it/s]\nEpoch 0: |          | 2340/? [16:14<00:00,  2.40it/s]\nEpoch 0: |          | 2341/? [16:14<00:00,  2.40it/s]\nEpoch 0: |          | 2341/? [16:14<00:00,  2.40it/s]\nEpoch 0: |          | 2342/? [16:15<00:00,  2.40it/s]\nEpoch 0: |          | 2342/? [16:15<00:00,  2.40it/s]\nEpoch 0: |          | 2343/? [16:15<00:00,  2.40it/s]\nEpoch 0: |          | 2343/? [16:15<00:00,  2.40it/s]\nEpoch 0: |          | 2344/? [16:16<00:00,  2.40it/s]\nEpoch 0: |          | 2344/? [16:16<00:00,  2.40it/s]\nEpoch 0: |          | 2345/? [16:16<00:00,  2.40it/s]\nEpoch 0: |          | 2345/? [16:16<00:00,  2.40it/s]\nEpoch 0: |          | 2346/? [16:16<00:00,  2.40it/s]\nEpoch 0: |          | 2346/? [16:16<00:00,  2.40it/s]\nEpoch 0: |          | 2347/? [16:17<00:00,  2.40it/s]\nEpoch 0: |          | 2347/? [16:17<00:00,  2.40it/s]\nEpoch 0: |          | 2348/? [16:17<00:00,  2.40it/s]\nEpoch 0: |          | 2348/? [16:17<00:00,  2.40it/s]\nEpoch 0: |          | 2349/? [16:17<00:00,  2.40it/s]\nEpoch 0: |          | 2349/? [16:17<00:00,  2.40it/s]\nEpoch 0: |          | 2350/? [16:18<00:00,  2.40it/s]\nEpoch 0: |          | 2350/? [16:18<00:00,  2.40it/s]\nEpoch 0: |          | 2351/? [16:18<00:00,  2.40it/s]\nEpoch 0: |          | 2351/? [16:18<00:00,  2.40it/s]\nEpoch 0: |          | 2352/? [16:19<00:00,  2.40it/s]\nEpoch 0: |          | 2352/? [16:19<00:00,  2.40it/s]\nEpoch 0: |          | 2353/? [16:19<00:00,  2.40it/s]\nEpoch 0: |          | 2353/? [16:19<00:00,  2.40it/s]\nEpoch 0: |          | 2354/? [16:19<00:00,  2.40it/s]\nEpoch 0: |          | 2354/? [16:19<00:00,  2.40it/s]\nEpoch 0: |          | 2355/? [16:20<00:00,  2.40it/s]\nEpoch 0: |          | 2355/? [16:20<00:00,  2.40it/s]\nEpoch 0: |          | 2356/? [16:20<00:00,  2.40it/s]\nEpoch 0: |          | 2356/? [16:20<00:00,  2.40it/s]\nEpoch 0: |          | 2357/? [16:21<00:00,  2.40it/s]\nEpoch 0: |          | 2357/? [16:21<00:00,  2.40it/s]\nEpoch 0: |          | 2358/? [16:21<00:00,  2.40it/s]\nEpoch 0: |          | 2358/? [16:21<00:00,  2.40it/s]\nEpoch 0: |          | 2359/? [16:21<00:00,  2.40it/s]\nEpoch 0: |          | 2359/? [16:21<00:00,  2.40it/s]\nEpoch 0: |          | 2360/? [16:22<00:00,  2.40it/s]\nEpoch 0: |          | 2360/? [16:22<00:00,  2.40it/s]\nEpoch 0: |          | 2361/? [16:22<00:00,  2.40it/s]\nEpoch 0: |          | 2361/? [16:22<00:00,  2.40it/s]\nEpoch 0: |          | 2362/? [16:22<00:00,  2.40it/s]\nEpoch 0: |          | 2362/? [16:22<00:00,  2.40it/s]\nEpoch 0: |          | 2363/? [16:23<00:00,  2.40it/s]\nEpoch 0: |          | 2363/? [16:23<00:00,  2.40it/s]\nEpoch 0: |          | 2364/? [16:23<00:00,  2.40it/s]\nEpoch 0: |          | 2364/? [16:23<00:00,  2.40it/s]\nEpoch 0: |          | 2365/? [16:24<00:00,  2.40it/s]\nEpoch 0: |          | 2365/? [16:24<00:00,  2.40it/s]\nEpoch 0: |          | 2366/? [16:24<00:00,  2.40it/s]\nEpoch 0: |          | 2366/? [16:24<00:00,  2.40it/s]\nEpoch 0: |          | 2367/? [16:24<00:00,  2.40it/s]\nEpoch 0: |          | 2367/? [16:24<00:00,  2.40it/s]\nEpoch 0: |          | 2368/? [16:25<00:00,  2.40it/s]\nEpoch 0: |          | 2368/? [16:25<00:00,  2.40it/s]\nEpoch 0: |          | 2369/? [16:25<00:00,  2.40it/s]\nEpoch 0: |          | 2369/? [16:25<00:00,  2.40it/s]\nEpoch 0: |          | 2370/? [16:25<00:00,  2.40it/s]\nEpoch 0: |          | 2370/? [16:25<00:00,  2.40it/s]\nEpoch 0: |          | 2371/? [16:26<00:00,  2.40it/s]\nEpoch 0: |          | 2371/? [16:26<00:00,  2.40it/s]\nEpoch 0: |          | 2372/? [16:26<00:00,  2.40it/s]\nEpoch 0: |          | 2372/? [16:26<00:00,  2.40it/s]\nEpoch 0: |          | 2373/? [16:27<00:00,  2.40it/s]\nEpoch 0: |          | 2373/? [16:27<00:00,  2.40it/s]\nEpoch 0: |          | 2374/? [16:27<00:00,  2.40it/s]\nEpoch 0: |          | 2374/? [16:27<00:00,  2.40it/s]\nEpoch 0: |          | 2375/? [16:27<00:00,  2.40it/s]\nEpoch 0: |          | 2375/? [16:27<00:00,  2.40it/s]\nEpoch 0: |          | 2376/? [16:28<00:00,  2.40it/s]\nEpoch 0: |          | 2376/? [16:28<00:00,  2.40it/s]\nEpoch 0: |          | 2377/? [16:28<00:00,  2.40it/s]\nEpoch 0: |          | 2377/? [16:28<00:00,  2.40it/s]\nEpoch 0: |          | 2378/? [16:29<00:00,  2.40it/s]\nEpoch 0: |          | 2378/? [16:29<00:00,  2.40it/s]\nEpoch 0: |          | 2379/? [16:29<00:00,  2.40it/s]\nEpoch 0: |          | 2379/? [16:29<00:00,  2.40it/s]\nEpoch 0: |          | 2380/? [16:29<00:00,  2.40it/s]\nEpoch 0: |          | 2380/? [16:29<00:00,  2.40it/s]\nEpoch 0: |          | 2381/? [16:30<00:00,  2.40it/s]\nEpoch 0: |          | 2381/? [16:30<00:00,  2.40it/s]\nEpoch 0: |          | 2382/? [16:30<00:00,  2.40it/s]\nEpoch 0: |          | 2382/? [16:30<00:00,  2.40it/s]\nEpoch 0: |          | 2383/? [16:30<00:00,  2.40it/s]\nEpoch 0: |          | 2383/? [16:30<00:00,  2.40it/s]\nEpoch 0: |          | 2384/? [16:31<00:00,  2.40it/s]\nEpoch 0: |          | 2384/? [16:31<00:00,  2.40it/s]\nEpoch 0: |          | 2385/? [16:31<00:00,  2.40it/s]\nEpoch 0: |          | 2385/? [16:31<00:00,  2.40it/s]\nEpoch 0: |          | 2386/? [16:32<00:00,  2.41it/s]\nEpoch 0: |          | 2386/? [16:32<00:00,  2.41it/s]\nEpoch 0: |          | 2387/? [16:32<00:00,  2.41it/s]\nEpoch 0: |          | 2387/? [16:32<00:00,  2.41it/s]\nEpoch 0: |          | 2388/? [16:32<00:00,  2.41it/s]\nEpoch 0: |          | 2388/? [16:32<00:00,  2.41it/s]\nEpoch 0: |          | 2389/? [16:33<00:00,  2.41it/s]\nEpoch 0: |          | 2389/? [16:33<00:00,  2.41it/s]\nEpoch 0: |          | 2390/? [16:33<00:00,  2.41it/s]\nEpoch 0: |          | 2390/? [16:33<00:00,  2.41it/s]\nEpoch 0: |          | 2391/? [16:33<00:00,  2.41it/s]\nEpoch 0: |          | 2391/? [16:33<00:00,  2.41it/s]\nEpoch 0: |          | 2392/? [16:34<00:00,  2.41it/s]\nEpoch 0: |          | 2392/? [16:34<00:00,  2.41it/s]\nEpoch 0: |          | 2393/? [16:34<00:00,  2.41it/s]\nEpoch 0: |          | 2393/? [16:34<00:00,  2.41it/s]\nEpoch 0: |          | 2394/? [16:35<00:00,  2.41it/s]\nEpoch 0: |          | 2394/? [16:35<00:00,  2.41it/s]\nEpoch 0: |          | 2395/? [16:35<00:00,  2.41it/s]\nEpoch 0: |          | 2395/? [16:35<00:00,  2.41it/s]\nEpoch 0: |          | 2396/? [16:35<00:00,  2.41it/s]\nEpoch 0: |          | 2396/? [16:35<00:00,  2.41it/s]\nEpoch 0: |          | 2397/? [16:36<00:00,  2.41it/s]\nEpoch 0: |          | 2397/? [16:36<00:00,  2.41it/s]\nEpoch 0: |          | 2398/? [16:36<00:00,  2.41it/s]\nEpoch 0: |          | 2398/? [16:36<00:00,  2.41it/s]\nEpoch 0: |          | 2399/? [16:37<00:00,  2.41it/s]\nEpoch 0: |          | 2399/? [16:37<00:00,  2.41it/s]\nEpoch 0: |          | 2400/? [16:37<00:00,  2.41it/s]\nEpoch 0: |          | 2400/? [16:37<00:00,  2.41it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  6.84it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  7.06it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.02it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.02it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 2400/? [16:38<00:00,  2.40it/s]\nEpoch 0: |          | 2401/? [16:38<00:00,  2.40it/s]\nEpoch 0: |          | 2401/? [16:38<00:00,  2.40it/s]\nEpoch 0: |          | 2402/? [16:38<00:00,  2.40it/s]\nEpoch 0: |          | 2402/? [16:38<00:00,  2.40it/s]\nEpoch 0: |          | 2403/? [16:39<00:00,  2.41it/s]\nEpoch 0: |          | 2403/? [16:39<00:00,  2.41it/s]\nEpoch 0: |          | 2404/? [16:39<00:00,  2.41it/s]\nEpoch 0: |          | 2404/? [16:39<00:00,  2.41it/s]\nEpoch 0: |          | 2405/? [16:39<00:00,  2.41it/s]\nEpoch 0: |          | 2405/? [16:39<00:00,  2.41it/s]\nEpoch 0: |          | 2406/? [16:40<00:00,  2.41it/s]\nEpoch 0: |          | 2406/? [16:40<00:00,  2.41it/s]\nEpoch 0: |          | 2407/? [16:40<00:00,  2.41it/s]\nEpoch 0: |          | 2407/? [16:40<00:00,  2.41it/s]\nEpoch 0: |          | 2408/? [16:41<00:00,  2.41it/s]\nEpoch 0: |          | 2408/? [16:41<00:00,  2.41it/s]\nEpoch 0: |          | 2409/? [16:41<00:00,  2.41it/s]\nEpoch 0: |          | 2409/? [16:41<00:00,  2.41it/s]\nEpoch 0: |          | 2410/? [16:41<00:00,  2.41it/s]\nEpoch 0: |          | 2410/? [16:41<00:00,  2.41it/s]\nEpoch 0: |          | 2411/? [16:42<00:00,  2.41it/s]\nEpoch 0: |          | 2411/? [16:42<00:00,  2.41it/s]\nEpoch 0: |          | 2412/? [16:42<00:00,  2.41it/s]\nEpoch 0: |          | 2412/? [16:42<00:00,  2.41it/s]\nEpoch 0: |          | 2413/? [16:42<00:00,  2.41it/s]\nEpoch 0: |          | 2413/? [16:42<00:00,  2.41it/s]\nEpoch 0: |          | 2414/? [16:43<00:00,  2.41it/s]\nEpoch 0: |          | 2414/? [16:43<00:00,  2.41it/s]\nEpoch 0: |          | 2415/? [16:43<00:00,  2.41it/s]\nEpoch 0: |          | 2415/? [16:43<00:00,  2.41it/s]\nEpoch 0: |          | 2416/? [16:44<00:00,  2.41it/s]\nEpoch 0: |          | 2416/? [16:44<00:00,  2.41it/s]\nEpoch 0: |          | 2417/? [16:44<00:00,  2.41it/s]\nEpoch 0: |          | 2417/? [16:44<00:00,  2.41it/s]\nEpoch 0: |          | 2418/? [16:44<00:00,  2.41it/s]\nEpoch 0: |          | 2418/? [16:44<00:00,  2.41it/s]\nEpoch 0: |          | 2419/? [16:45<00:00,  2.41it/s]\nEpoch 0: |          | 2419/? [16:45<00:00,  2.41it/s]\nEpoch 0: |          | 2420/? [16:45<00:00,  2.41it/s]\nEpoch 0: |          | 2420/? [16:45<00:00,  2.41it/s]\nEpoch 0: |          | 2421/? [16:46<00:00,  2.41it/s]\nEpoch 0: |          | 2421/? [16:46<00:00,  2.41it/s]\nEpoch 0: |          | 2422/? [16:46<00:00,  2.41it/s]\nEpoch 0: |          | 2422/? [16:46<00:00,  2.41it/s]\nEpoch 0: |          | 2423/? [16:46<00:00,  2.41it/s]\nEpoch 0: |          | 2423/? [16:46<00:00,  2.41it/s]\nEpoch 0: |          | 2424/? [16:47<00:00,  2.41it/s]\nEpoch 0: |          | 2424/? [16:47<00:00,  2.41it/s]\nEpoch 0: |          | 2425/? [16:47<00:00,  2.41it/s]\nEpoch 0: |          | 2425/? [16:47<00:00,  2.41it/s]\nEpoch 0: |          | 2426/? [16:47<00:00,  2.41it/s]\nEpoch 0: |          | 2426/? [16:47<00:00,  2.41it/s]\nEpoch 0: |          | 2427/? [16:48<00:00,  2.41it/s]\nEpoch 0: |          | 2427/? [16:48<00:00,  2.41it/s]\nEpoch 0: |          | 2428/? [16:48<00:00,  2.41it/s]\nEpoch 0: |          | 2428/? [16:48<00:00,  2.41it/s]\nEpoch 0: |          | 2429/? [16:49<00:00,  2.41it/s]\nEpoch 0: |          | 2429/? [16:49<00:00,  2.41it/s]\nEpoch 0: |          | 2430/? [16:49<00:00,  2.41it/s]\nEpoch 0: |          | 2430/? [16:49<00:00,  2.41it/s]\nEpoch 0: |          | 2431/? [16:49<00:00,  2.41it/s]\nEpoch 0: |          | 2431/? [16:49<00:00,  2.41it/s]\nEpoch 0: |          | 2432/? [16:50<00:00,  2.41it/s]\nEpoch 0: |          | 2432/? [16:50<00:00,  2.41it/s]\nEpoch 0: |          | 2433/? [16:50<00:00,  2.41it/s]\nEpoch 0: |          | 2433/? [16:50<00:00,  2.41it/s]\nEpoch 0: |          | 2434/? [16:50<00:00,  2.41it/s]\nEpoch 0: |          | 2434/? [16:50<00:00,  2.41it/s]\nEpoch 0: |          | 2435/? [16:51<00:00,  2.41it/s]\nEpoch 0: |          | 2435/? [16:51<00:00,  2.41it/s]\nEpoch 0: |          | 2436/? [16:51<00:00,  2.41it/s]\nEpoch 0: |          | 2436/? [16:51<00:00,  2.41it/s]\nEpoch 0: |          | 2437/? [16:52<00:00,  2.41it/s]\nEpoch 0: |          | 2437/? [16:52<00:00,  2.41it/s]\nEpoch 0: |          | 2438/? [16:52<00:00,  2.41it/s]\nEpoch 0: |          | 2438/? [16:52<00:00,  2.41it/s]\nEpoch 0: |          | 2439/? [16:52<00:00,  2.41it/s]\nEpoch 0: |          | 2439/? [16:52<00:00,  2.41it/s]\nEpoch 0: |          | 2440/? [16:53<00:00,  2.41it/s]\nEpoch 0: |          | 2440/? [16:53<00:00,  2.41it/s]\nEpoch 0: |          | 2441/? [16:53<00:00,  2.41it/s]\nEpoch 0: |          | 2441/? [16:53<00:00,  2.41it/s]\nEpoch 0: |          | 2442/? [16:54<00:00,  2.41it/s]\nEpoch 0: |          | 2442/? [16:54<00:00,  2.41it/s]\nEpoch 0: |          | 2443/? [16:54<00:00,  2.41it/s]\nEpoch 0: |          | 2443/? [16:54<00:00,  2.41it/s]\nEpoch 0: |          | 2444/? [16:54<00:00,  2.41it/s]\nEpoch 0: |          | 2444/? [16:54<00:00,  2.41it/s]\nEpoch 0: |          | 2445/? [16:55<00:00,  2.41it/s]\nEpoch 0: |          | 2445/? [16:55<00:00,  2.41it/s]\nEpoch 0: |          | 2446/? [16:55<00:00,  2.41it/s]\nEpoch 0: |          | 2446/? [16:55<00:00,  2.41it/s]\nEpoch 0: |          | 2447/? [16:55<00:00,  2.41it/s]\nEpoch 0: |          | 2447/? [16:55<00:00,  2.41it/s]\nEpoch 0: |          | 2448/? [16:56<00:00,  2.41it/s]\nEpoch 0: |          | 2448/? [16:56<00:00,  2.41it/s]\nEpoch 0: |          | 2449/? [16:56<00:00,  2.41it/s]\nEpoch 0: |          | 2449/? [16:56<00:00,  2.41it/s]\nEpoch 0: |          | 2450/? [16:57<00:00,  2.41it/s]\nEpoch 0: |          | 2450/? [16:57<00:00,  2.41it/s]\nEpoch 0: |          | 2451/? [16:57<00:00,  2.41it/s]\nEpoch 0: |          | 2451/? [16:57<00:00,  2.41it/s]\nEpoch 0: |          | 2452/? [16:57<00:00,  2.41it/s]\nEpoch 0: |          | 2452/? [16:57<00:00,  2.41it/s]\nEpoch 0: |          | 2453/? [16:58<00:00,  2.41it/s]\nEpoch 0: |          | 2453/? [16:58<00:00,  2.41it/s]\nEpoch 0: |          | 2454/? [16:58<00:00,  2.41it/s]\nEpoch 0: |          | 2454/? [16:58<00:00,  2.41it/s]\nEpoch 0: |          | 2455/? [16:59<00:00,  2.41it/s]\nEpoch 0: |          | 2455/? [16:59<00:00,  2.41it/s]\nEpoch 0: |          | 2456/? [16:59<00:00,  2.41it/s]\nEpoch 0: |          | 2456/? [16:59<00:00,  2.41it/s]\nEpoch 0: |          | 2457/? [16:59<00:00,  2.41it/s]\nEpoch 0: |          | 2457/? [16:59<00:00,  2.41it/s]\nEpoch 0: |          | 2458/? [17:00<00:00,  2.41it/s]\nEpoch 0: |          | 2458/? [17:00<00:00,  2.41it/s]\nEpoch 0: |          | 2459/? [17:00<00:00,  2.41it/s]\nEpoch 0: |          | 2459/? [17:00<00:00,  2.41it/s]\nEpoch 0: |          | 2460/? [17:00<00:00,  2.41it/s]\nEpoch 0: |          | 2460/? [17:00<00:00,  2.41it/s]\nEpoch 0: |          | 2461/? [17:01<00:00,  2.41it/s]\nEpoch 0: |          | 2461/? [17:01<00:00,  2.41it/s]\nEpoch 0: |          | 2462/? [17:01<00:00,  2.41it/s]\nEpoch 0: |          | 2462/? [17:01<00:00,  2.41it/s]\nEpoch 0: |          | 2463/? [17:02<00:00,  2.41it/s]\nEpoch 0: |          | 2463/? [17:02<00:00,  2.41it/s]\nEpoch 0: |          | 2464/? [17:02<00:00,  2.41it/s]\nEpoch 0: |          | 2464/? [17:02<00:00,  2.41it/s]\nEpoch 0: |          | 2465/? [17:02<00:00,  2.41it/s]\nEpoch 0: |          | 2465/? [17:02<00:00,  2.41it/s]\nEpoch 0: |          | 2466/? [17:03<00:00,  2.41it/s]\nEpoch 0: |          | 2466/? [17:03<00:00,  2.41it/s]\nEpoch 0: |          | 2467/? [17:03<00:00,  2.41it/s]\nEpoch 0: |          | 2467/? [17:03<00:00,  2.41it/s]\nEpoch 0: |          | 2468/? [17:04<00:00,  2.41it/s]\nEpoch 0: |          | 2468/? [17:04<00:00,  2.41it/s]\nEpoch 0: |          | 2469/? [17:04<00:00,  2.41it/s]\nEpoch 0: |          | 2469/? [17:04<00:00,  2.41it/s]\nEpoch 0: |          | 2470/? [17:04<00:00,  2.41it/s]\nEpoch 0: |          | 2470/? [17:04<00:00,  2.41it/s]\nEpoch 0: |          | 2471/? [17:05<00:00,  2.41it/s]\nEpoch 0: |          | 2471/? [17:05<00:00,  2.41it/s]\nEpoch 0: |          | 2472/? [17:05<00:00,  2.41it/s]\nEpoch 0: |          | 2472/? [17:05<00:00,  2.41it/s]\nEpoch 0: |          | 2473/? [17:05<00:00,  2.41it/s]\nEpoch 0: |          | 2473/? [17:05<00:00,  2.41it/s]\nEpoch 0: |          | 2474/? [17:06<00:00,  2.41it/s]\nEpoch 0: |          | 2474/? [17:06<00:00,  2.41it/s]\nEpoch 0: |          | 2475/? [17:06<00:00,  2.41it/s]\nEpoch 0: |          | 2475/? [17:06<00:00,  2.41it/s]\nEpoch 0: |          | 2476/? [17:07<00:00,  2.41it/s]\nEpoch 0: |          | 2476/? [17:07<00:00,  2.41it/s]\nEpoch 0: |          | 2477/? [17:07<00:00,  2.41it/s]\nEpoch 0: |          | 2477/? [17:07<00:00,  2.41it/s]\nEpoch 0: |          | 2478/? [17:07<00:00,  2.41it/s]\nEpoch 0: |          | 2478/? [17:07<00:00,  2.41it/s]\nEpoch 0: |          | 2479/? [17:08<00:00,  2.41it/s]\nEpoch 0: |          | 2479/? [17:08<00:00,  2.41it/s]\nEpoch 0: |          | 2480/? [17:08<00:00,  2.41it/s]\nEpoch 0: |          | 2480/? [17:08<00:00,  2.41it/s]\nEpoch 0: |          | 2481/? [17:08<00:00,  2.41it/s]\nEpoch 0: |          | 2481/? [17:08<00:00,  2.41it/s]\nEpoch 0: |          | 2482/? [17:09<00:00,  2.41it/s]\nEpoch 0: |          | 2482/? [17:09<00:00,  2.41it/s]\nEpoch 0: |          | 2483/? [17:09<00:00,  2.41it/s]\nEpoch 0: |          | 2483/? [17:09<00:00,  2.41it/s]\nEpoch 0: |          | 2484/? [17:10<00:00,  2.41it/s]\nEpoch 0: |          | 2484/? [17:10<00:00,  2.41it/s]\nEpoch 0: |          | 2485/? [17:10<00:00,  2.41it/s]\nEpoch 0: |          | 2485/? [17:10<00:00,  2.41it/s]\nEpoch 0: |          | 2486/? [17:10<00:00,  2.41it/s]\nEpoch 0: |          | 2486/? [17:10<00:00,  2.41it/s]\nEpoch 0: |          | 2487/? [17:11<00:00,  2.41it/s]\nEpoch 0: |          | 2487/? [17:11<00:00,  2.41it/s]\nEpoch 0: |          | 2488/? [17:11<00:00,  2.41it/s]\nEpoch 0: |          | 2488/? [17:11<00:00,  2.41it/s]\nEpoch 0: |          | 2489/? [17:11<00:00,  2.41it/s]\nEpoch 0: |          | 2489/? [17:11<00:00,  2.41it/s]\nEpoch 0: |          | 2490/? [17:12<00:00,  2.41it/s]\nEpoch 0: |          | 2490/? [17:12<00:00,  2.41it/s]\nEpoch 0: |          | 2491/? [17:12<00:00,  2.41it/s]\nEpoch 0: |          | 2491/? [17:12<00:00,  2.41it/s]\nEpoch 0: |          | 2492/? [17:13<00:00,  2.41it/s]\nEpoch 0: |          | 2492/? [17:13<00:00,  2.41it/s]\nEpoch 0: |          | 2493/? [17:13<00:00,  2.41it/s]\nEpoch 0: |          | 2493/? [17:13<00:00,  2.41it/s]\nEpoch 0: |          | 2494/? [17:13<00:00,  2.41it/s]\nEpoch 0: |          | 2494/? [17:13<00:00,  2.41it/s]\nEpoch 0: |          | 2495/? [17:14<00:00,  2.41it/s]\nEpoch 0: |          | 2495/? [17:14<00:00,  2.41it/s]\nEpoch 0: |          | 2496/? [17:14<00:00,  2.41it/s]\nEpoch 0: |          | 2496/? [17:14<00:00,  2.41it/s]\nEpoch 0: |          | 2497/? [17:15<00:00,  2.41it/s]\nEpoch 0: |          | 2497/? [17:15<00:00,  2.41it/s]\nEpoch 0: |          | 2498/? [17:15<00:00,  2.41it/s]\nEpoch 0: |          | 2498/? [17:15<00:00,  2.41it/s]\nEpoch 0: |          | 2499/? [17:15<00:00,  2.41it/s]\nEpoch 0: |          | 2499/? [17:15<00:00,  2.41it/s]\nEpoch 0: |          | 2500/? [17:16<00:00,  2.41it/s]\nEpoch 0: |          | 2500/? [17:16<00:00,  2.41it/s]\nEpoch 0: |          | 2501/? [17:16<00:00,  2.41it/s]\nEpoch 0: |          | 2501/? [17:16<00:00,  2.41it/s]\nEpoch 0: |          | 2502/? [17:16<00:00,  2.41it/s]\nEpoch 0: |          | 2502/? [17:16<00:00,  2.41it/s]\nEpoch 0: |          | 2503/? [17:17<00:00,  2.41it/s]\nEpoch 0: |          | 2503/? [17:17<00:00,  2.41it/s]\nEpoch 0: |          | 2504/? [17:17<00:00,  2.41it/s]\nEpoch 0: |          | 2504/? [17:17<00:00,  2.41it/s]\nEpoch 0: |          | 2505/? [17:18<00:00,  2.41it/s]\nEpoch 0: |          | 2505/? [17:18<00:00,  2.41it/s]\nEpoch 0: |          | 2506/? [17:18<00:00,  2.41it/s]\nEpoch 0: |          | 2506/? [17:18<00:00,  2.41it/s]\nEpoch 0: |          | 2507/? [17:18<00:00,  2.41it/s]\nEpoch 0: |          | 2507/? [17:18<00:00,  2.41it/s]\nEpoch 0: |          | 2508/? [17:19<00:00,  2.41it/s]\nEpoch 0: |          | 2508/? [17:19<00:00,  2.41it/s]\nEpoch 0: |          | 2509/? [17:19<00:00,  2.41it/s]\nEpoch 0: |          | 2509/? [17:19<00:00,  2.41it/s]\nEpoch 0: |          | 2510/? [17:19<00:00,  2.41it/s]\nEpoch 0: |          | 2510/? [17:19<00:00,  2.41it/s]\nEpoch 0: |          | 2511/? [17:20<00:00,  2.41it/s]\nEpoch 0: |          | 2511/? [17:20<00:00,  2.41it/s]\nEpoch 0: |          | 2512/? [17:20<00:00,  2.41it/s]\nEpoch 0: |          | 2512/? [17:20<00:00,  2.41it/s]\nEpoch 0: |          | 2513/? [17:21<00:00,  2.41it/s]\nEpoch 0: |          | 2513/? [17:21<00:00,  2.41it/s]\nEpoch 0: |          | 2514/? [17:21<00:00,  2.41it/s]\nEpoch 0: |          | 2514/? [17:21<00:00,  2.41it/s]\nEpoch 0: |          | 2515/? [17:21<00:00,  2.41it/s]\nEpoch 0: |          | 2515/? [17:21<00:00,  2.41it/s]\nEpoch 0: |          | 2516/? [17:22<00:00,  2.41it/s]\nEpoch 0: |          | 2516/? [17:22<00:00,  2.41it/s]\nEpoch 0: |          | 2517/? [17:22<00:00,  2.41it/s]\nEpoch 0: |          | 2517/? [17:22<00:00,  2.41it/s]\nEpoch 0: |          | 2518/? [17:22<00:00,  2.41it/s]\nEpoch 0: |          | 2518/? [17:22<00:00,  2.41it/s]\nEpoch 0: |          | 2519/? [17:23<00:00,  2.41it/s]\nEpoch 0: |          | 2519/? [17:23<00:00,  2.41it/s]\nEpoch 0: |          | 2520/? [17:23<00:00,  2.41it/s]\nEpoch 0: |          | 2520/? [17:23<00:00,  2.41it/s]\nEpoch 0: |          | 2521/? [17:24<00:00,  2.41it/s]\nEpoch 0: |          | 2521/? [17:24<00:00,  2.41it/s]\nEpoch 0: |          | 2522/? [17:24<00:00,  2.41it/s]\nEpoch 0: |          | 2522/? [17:24<00:00,  2.41it/s]\nEpoch 0: |          | 2523/? [17:24<00:00,  2.41it/s]\nEpoch 0: |          | 2523/? [17:24<00:00,  2.41it/s]\nEpoch 0: |          | 2524/? [17:25<00:00,  2.41it/s]\nEpoch 0: |          | 2524/? [17:25<00:00,  2.41it/s]\nEpoch 0: |          | 2525/? [17:25<00:00,  2.41it/s]\nEpoch 0: |          | 2525/? [17:25<00:00,  2.41it/s]\nEpoch 0: |          | 2526/? [17:25<00:00,  2.42it/s]\nEpoch 0: |          | 2526/? [17:25<00:00,  2.42it/s]\nEpoch 0: |          | 2527/? [17:26<00:00,  2.42it/s]\nEpoch 0: |          | 2527/? [17:26<00:00,  2.42it/s]\nEpoch 0: |          | 2528/? [17:26<00:00,  2.42it/s]\nEpoch 0: |          | 2528/? [17:26<00:00,  2.42it/s]\nEpoch 0: |          | 2529/? [17:27<00:00,  2.42it/s]\nEpoch 0: |          | 2529/? [17:27<00:00,  2.42it/s]\nEpoch 0: |          | 2530/? [17:27<00:00,  2.42it/s]\nEpoch 0: |          | 2530/? [17:27<00:00,  2.42it/s]\nEpoch 0: |          | 2531/? [17:27<00:00,  2.42it/s]\nEpoch 0: |          | 2531/? [17:27<00:00,  2.42it/s]\nEpoch 0: |          | 2532/? [17:28<00:00,  2.42it/s]\nEpoch 0: |          | 2532/? [17:28<00:00,  2.42it/s]\nEpoch 0: |          | 2533/? [17:28<00:00,  2.42it/s]\nEpoch 0: |          | 2533/? [17:28<00:00,  2.42it/s]\nEpoch 0: |          | 2534/? [17:28<00:00,  2.42it/s]\nEpoch 0: |          | 2534/? [17:28<00:00,  2.42it/s]\nEpoch 0: |          | 2535/? [17:29<00:00,  2.42it/s]\nEpoch 0: |          | 2535/? [17:29<00:00,  2.42it/s]\nEpoch 0: |          | 2536/? [17:29<00:00,  2.42it/s]\nEpoch 0: |          | 2536/? [17:29<00:00,  2.42it/s]\nEpoch 0: |          | 2537/? [17:30<00:00,  2.42it/s]\nEpoch 0: |          | 2537/? [17:30<00:00,  2.42it/s]\nEpoch 0: |          | 2538/? [17:30<00:00,  2.42it/s]\nEpoch 0: |          | 2538/? [17:30<00:00,  2.42it/s]\nEpoch 0: |          | 2539/? [17:30<00:00,  2.42it/s]\nEpoch 0: |          | 2539/? [17:30<00:00,  2.42it/s]\nEpoch 0: |          | 2540/? [17:31<00:00,  2.42it/s]\nEpoch 0: |          | 2540/? [17:31<00:00,  2.42it/s]\nEpoch 0: |          | 2541/? [17:31<00:00,  2.42it/s]\nEpoch 0: |          | 2541/? [17:31<00:00,  2.42it/s]\nEpoch 0: |          | 2542/? [17:32<00:00,  2.42it/s]\nEpoch 0: |          | 2542/? [17:32<00:00,  2.42it/s]\nEpoch 0: |          | 2543/? [17:32<00:00,  2.42it/s]\nEpoch 0: |          | 2543/? [17:32<00:00,  2.42it/s]\nEpoch 0: |          | 2544/? [17:32<00:00,  2.42it/s]\nEpoch 0: |          | 2544/? [17:32<00:00,  2.42it/s]\nEpoch 0: |          | 2545/? [17:33<00:00,  2.42it/s]\nEpoch 0: |          | 2545/? [17:33<00:00,  2.42it/s]\nEpoch 0: |          | 2546/? [17:33<00:00,  2.42it/s]\nEpoch 0: |          | 2546/? [17:33<00:00,  2.42it/s]\nEpoch 0: |          | 2547/? [17:33<00:00,  2.42it/s]\nEpoch 0: |          | 2547/? [17:33<00:00,  2.42it/s]\nEpoch 0: |          | 2548/? [17:34<00:00,  2.42it/s]\nEpoch 0: |          | 2548/? [17:34<00:00,  2.42it/s]\nEpoch 0: |          | 2549/? [17:34<00:00,  2.42it/s]\nEpoch 0: |          | 2549/? [17:34<00:00,  2.42it/s]\nEpoch 0: |          | 2550/? [17:35<00:00,  2.42it/s]\nEpoch 0: |          | 2550/? [17:35<00:00,  2.42it/s]\nEpoch 0: |          | 2551/? [17:35<00:00,  2.42it/s]\nEpoch 0: |          | 2551/? [17:35<00:00,  2.42it/s]\nEpoch 0: |          | 2552/? [17:35<00:00,  2.42it/s]\nEpoch 0: |          | 2552/? [17:35<00:00,  2.42it/s]\nEpoch 0: |          | 2553/? [17:36<00:00,  2.42it/s]\nEpoch 0: |          | 2553/? [17:36<00:00,  2.42it/s]\nEpoch 0: |          | 2554/? [17:36<00:00,  2.42it/s]\nEpoch 0: |          | 2554/? [17:36<00:00,  2.42it/s]\nEpoch 0: |          | 2555/? [17:36<00:00,  2.42it/s]\nEpoch 0: |          | 2555/? [17:36<00:00,  2.42it/s]\nEpoch 0: |          | 2556/? [17:37<00:00,  2.42it/s]\nEpoch 0: |          | 2556/? [17:37<00:00,  2.42it/s]\nEpoch 0: |          | 2557/? [17:37<00:00,  2.42it/s]\nEpoch 0: |          | 2557/? [17:37<00:00,  2.42it/s]\nEpoch 0: |          | 2558/? [17:38<00:00,  2.42it/s]\nEpoch 0: |          | 2558/? [17:38<00:00,  2.42it/s]\nEpoch 0: |          | 2559/? [17:38<00:00,  2.42it/s]\nEpoch 0: |          | 2559/? [17:38<00:00,  2.42it/s]\nEpoch 0: |          | 2560/? [17:38<00:00,  2.42it/s]\nEpoch 0: |          | 2560/? [17:38<00:00,  2.42it/s]\nEpoch 0: |          | 2561/? [17:39<00:00,  2.42it/s]\nEpoch 0: |          | 2561/? [17:39<00:00,  2.42it/s]\nEpoch 0: |          | 2562/? [17:39<00:00,  2.42it/s]\nEpoch 0: |          | 2562/? [17:39<00:00,  2.42it/s]\nEpoch 0: |          | 2563/? [17:39<00:00,  2.42it/s]\nEpoch 0: |          | 2563/? [17:39<00:00,  2.42it/s]\nEpoch 0: |          | 2564/? [17:40<00:00,  2.42it/s]\nEpoch 0: |          | 2564/? [17:40<00:00,  2.42it/s]\nEpoch 0: |          | 2565/? [17:40<00:00,  2.42it/s]\nEpoch 0: |          | 2565/? [17:40<00:00,  2.42it/s]\nEpoch 0: |          | 2566/? [17:41<00:00,  2.42it/s]\nEpoch 0: |          | 2566/? [17:41<00:00,  2.42it/s]\nEpoch 0: |          | 2567/? [17:41<00:00,  2.42it/s]\nEpoch 0: |          | 2567/? [17:41<00:00,  2.42it/s]\nEpoch 0: |          | 2568/? [17:41<00:00,  2.42it/s]\nEpoch 0: |          | 2568/? [17:41<00:00,  2.42it/s]\nEpoch 0: |          | 2569/? [17:42<00:00,  2.42it/s]\nEpoch 0: |          | 2569/? [17:42<00:00,  2.42it/s]\nEpoch 0: |          | 2570/? [17:42<00:00,  2.42it/s]\nEpoch 0: |          | 2570/? [17:42<00:00,  2.42it/s]\nEpoch 0: |          | 2571/? [17:43<00:00,  2.42it/s]\nEpoch 0: |          | 2571/? [17:43<00:00,  2.42it/s]\nEpoch 0: |          | 2572/? [17:43<00:00,  2.42it/s]\nEpoch 0: |          | 2572/? [17:43<00:00,  2.42it/s]\nEpoch 0: |          | 2573/? [17:43<00:00,  2.42it/s]\nEpoch 0: |          | 2573/? [17:43<00:00,  2.42it/s]\nEpoch 0: |          | 2574/? [17:44<00:00,  2.42it/s]\nEpoch 0: |          | 2574/? [17:44<00:00,  2.42it/s]\nEpoch 0: |          | 2575/? [17:44<00:00,  2.42it/s]\nEpoch 0: |          | 2575/? [17:44<00:00,  2.42it/s]\nEpoch 0: |          | 2576/? [17:44<00:00,  2.42it/s]\nEpoch 0: |          | 2576/? [17:44<00:00,  2.42it/s]\nEpoch 0: |          | 2577/? [17:45<00:00,  2.42it/s]\nEpoch 0: |          | 2577/? [17:45<00:00,  2.42it/s]\nEpoch 0: |          | 2578/? [17:45<00:00,  2.42it/s]\nEpoch 0: |          | 2578/? [17:45<00:00,  2.42it/s]\nEpoch 0: |          | 2579/? [17:46<00:00,  2.42it/s]\nEpoch 0: |          | 2579/? [17:46<00:00,  2.42it/s]\nEpoch 0: |          | 2580/? [17:46<00:00,  2.42it/s]\nEpoch 0: |          | 2580/? [17:46<00:00,  2.42it/s]\nEpoch 0: |          | 2581/? [17:46<00:00,  2.42it/s]\nEpoch 0: |          | 2581/? [17:46<00:00,  2.42it/s]\nEpoch 0: |          | 2582/? [17:47<00:00,  2.42it/s]\nEpoch 0: |          | 2582/? [17:47<00:00,  2.42it/s]\nEpoch 0: |          | 2583/? [17:47<00:00,  2.42it/s]\nEpoch 0: |          | 2583/? [17:47<00:00,  2.42it/s]\nEpoch 0: |          | 2584/? [17:48<00:00,  2.42it/s]\nEpoch 0: |          | 2584/? [17:48<00:00,  2.42it/s]\nEpoch 0: |          | 2585/? [17:48<00:00,  2.42it/s]\nEpoch 0: |          | 2585/? [17:48<00:00,  2.42it/s]\nEpoch 0: |          | 2586/? [17:48<00:00,  2.42it/s]\nEpoch 0: |          | 2586/? [17:48<00:00,  2.42it/s]\nEpoch 0: |          | 2587/? [17:49<00:00,  2.42it/s]\nEpoch 0: |          | 2587/? [17:49<00:00,  2.42it/s]\nEpoch 0: |          | 2588/? [17:49<00:00,  2.42it/s]\nEpoch 0: |          | 2588/? [17:49<00:00,  2.42it/s]\nEpoch 0: |          | 2589/? [17:49<00:00,  2.42it/s]\nEpoch 0: |          | 2589/? [17:49<00:00,  2.42it/s]\nEpoch 0: |          | 2590/? [17:50<00:00,  2.42it/s]\nEpoch 0: |          | 2590/? [17:50<00:00,  2.42it/s]\nEpoch 0: |          | 2591/? [17:50<00:00,  2.42it/s]\nEpoch 0: |          | 2591/? [17:50<00:00,  2.42it/s]\nEpoch 0: |          | 2592/? [17:51<00:00,  2.42it/s]\nEpoch 0: |          | 2592/? [17:51<00:00,  2.42it/s]\nEpoch 0: |          | 2593/? [17:51<00:00,  2.42it/s]\nEpoch 0: |          | 2593/? [17:51<00:00,  2.42it/s]\nEpoch 0: |          | 2594/? [17:51<00:00,  2.42it/s]\nEpoch 0: |          | 2594/? [17:51<00:00,  2.42it/s]\nEpoch 0: |          | 2595/? [17:52<00:00,  2.42it/s]\nEpoch 0: |          | 2595/? [17:52<00:00,  2.42it/s]\nEpoch 0: |          | 2596/? [17:52<00:00,  2.42it/s]\nEpoch 0: |          | 2596/? [17:52<00:00,  2.42it/s]\nEpoch 0: |          | 2597/? [17:52<00:00,  2.42it/s]\nEpoch 0: |          | 2597/? [17:52<00:00,  2.42it/s]\nEpoch 0: |          | 2598/? [17:53<00:00,  2.42it/s]\nEpoch 0: |          | 2598/? [17:53<00:00,  2.42it/s]\nEpoch 0: |          | 2599/? [17:53<00:00,  2.42it/s]\nEpoch 0: |          | 2599/? [17:53<00:00,  2.42it/s]\nEpoch 0: |          | 2600/? [17:54<00:00,  2.42it/s]\nEpoch 0: |          | 2600/? [17:54<00:00,  2.42it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.10it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  7.28it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.15it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.29it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 2600/? [17:54<00:00,  2.42it/s]\nEpoch 0: |          | 2601/? [17:55<00:00,  2.42it/s]\nEpoch 0: |          | 2601/? [17:55<00:00,  2.42it/s]\nEpoch 0: |          | 2602/? [17:55<00:00,  2.42it/s]\nEpoch 0: |          | 2602/? [17:55<00:00,  2.42it/s]\nEpoch 0: |          | 2603/? [17:55<00:00,  2.42it/s]\nEpoch 0: |          | 2603/? [17:55<00:00,  2.42it/s]\nEpoch 0: |          | 2604/? [17:56<00:00,  2.42it/s]\nEpoch 0: |          | 2604/? [17:56<00:00,  2.42it/s]\nEpoch 0: |          | 2605/? [17:56<00:00,  2.42it/s]\nEpoch 0: |          | 2605/? [17:56<00:00,  2.42it/s]\nEpoch 0: |          | 2606/? [17:56<00:00,  2.42it/s]\nEpoch 0: |          | 2606/? [17:56<00:00,  2.42it/s]\nEpoch 0: |          | 2607/? [17:57<00:00,  2.42it/s]\nEpoch 0: |          | 2607/? [17:57<00:00,  2.42it/s]\nEpoch 0: |          | 2608/? [17:57<00:00,  2.42it/s]\nEpoch 0: |          | 2608/? [17:57<00:00,  2.42it/s]\nEpoch 0: |          | 2609/? [17:58<00:00,  2.42it/s]\nEpoch 0: |          | 2609/? [17:58<00:00,  2.42it/s]\nEpoch 0: |          | 2610/? [17:58<00:00,  2.42it/s]\nEpoch 0: |          | 2610/? [17:58<00:00,  2.42it/s]\nEpoch 0: |          | 2611/? [17:58<00:00,  2.42it/s]\nEpoch 0: |          | 2611/? [17:58<00:00,  2.42it/s]\nEpoch 0: |          | 2612/? [17:59<00:00,  2.42it/s]\nEpoch 0: |          | 2612/? [17:59<00:00,  2.42it/s]\nEpoch 0: |          | 2613/? [17:59<00:00,  2.42it/s]\nEpoch 0: |          | 2613/? [17:59<00:00,  2.42it/s]\nEpoch 0: |          | 2614/? [18:00<00:00,  2.42it/s]\nEpoch 0: |          | 2614/? [18:00<00:00,  2.42it/s]\nEpoch 0: |          | 2615/? [18:00<00:00,  2.42it/s]\nEpoch 0: |          | 2615/? [18:00<00:00,  2.42it/s]\nEpoch 0: |          | 2616/? [18:00<00:00,  2.42it/s]\nEpoch 0: |          | 2616/? [18:00<00:00,  2.42it/s]\nEpoch 0: |          | 2617/? [18:01<00:00,  2.42it/s]\nEpoch 0: |          | 2617/? [18:01<00:00,  2.42it/s]\nEpoch 0: |          | 2618/? [18:01<00:00,  2.42it/s]\nEpoch 0: |          | 2618/? [18:01<00:00,  2.42it/s]\nEpoch 0: |          | 2619/? [18:01<00:00,  2.42it/s]\nEpoch 0: |          | 2619/? [18:01<00:00,  2.42it/s]\nEpoch 0: |          | 2620/? [18:02<00:00,  2.42it/s]\nEpoch 0: |          | 2620/? [18:02<00:00,  2.42it/s]\nEpoch 0: |          | 2621/? [18:02<00:00,  2.42it/s]\nEpoch 0: |          | 2621/? [18:02<00:00,  2.42it/s]\nEpoch 0: |          | 2622/? [18:03<00:00,  2.42it/s]\nEpoch 0: |          | 2622/? [18:03<00:00,  2.42it/s]\nEpoch 0: |          | 2623/? [18:03<00:00,  2.42it/s]\nEpoch 0: |          | 2623/? [18:03<00:00,  2.42it/s]\nEpoch 0: |          | 2624/? [18:03<00:00,  2.42it/s]\nEpoch 0: |          | 2624/? [18:03<00:00,  2.42it/s]\nEpoch 0: |          | 2625/? [18:04<00:00,  2.42it/s]\nEpoch 0: |          | 2625/? [18:04<00:00,  2.42it/s]\nEpoch 0: |          | 2626/? [18:04<00:00,  2.42it/s]\nEpoch 0: |          | 2626/? [18:04<00:00,  2.42it/s]\nEpoch 0: |          | 2627/? [18:04<00:00,  2.42it/s]\nEpoch 0: |          | 2627/? [18:04<00:00,  2.42it/s]\nEpoch 0: |          | 2628/? [18:05<00:00,  2.42it/s]\nEpoch 0: |          | 2628/? [18:05<00:00,  2.42it/s]\nEpoch 0: |          | 2629/? [18:05<00:00,  2.42it/s]\nEpoch 0: |          | 2629/? [18:05<00:00,  2.42it/s]\nEpoch 0: |          | 2630/? [18:06<00:00,  2.42it/s]\nEpoch 0: |          | 2630/? [18:06<00:00,  2.42it/s]\nEpoch 0: |          | 2631/? [18:06<00:00,  2.42it/s]\nEpoch 0: |          | 2631/? [18:06<00:00,  2.42it/s]\nEpoch 0: |          | 2632/? [18:06<00:00,  2.42it/s]\nEpoch 0: |          | 2632/? [18:06<00:00,  2.42it/s]\nEpoch 0: |          | 2633/? [18:07<00:00,  2.42it/s]\nEpoch 0: |          | 2633/? [18:07<00:00,  2.42it/s]\nEpoch 0: |          | 2634/? [18:07<00:00,  2.42it/s]\nEpoch 0: |          | 2634/? [18:07<00:00,  2.42it/s]\nEpoch 0: |          | 2635/? [18:08<00:00,  2.42it/s]\nEpoch 0: |          | 2635/? [18:08<00:00,  2.42it/s]\nEpoch 0: |          | 2636/? [18:08<00:00,  2.42it/s]\nEpoch 0: |          | 2636/? [18:08<00:00,  2.42it/s]\nEpoch 0: |          | 2637/? [18:08<00:00,  2.42it/s]\nEpoch 0: |          | 2637/? [18:08<00:00,  2.42it/s]\nEpoch 0: |          | 2638/? [18:09<00:00,  2.42it/s]\nEpoch 0: |          | 2638/? [18:09<00:00,  2.42it/s]\nEpoch 0: |          | 2639/? [18:09<00:00,  2.42it/s]\nEpoch 0: |          | 2639/? [18:09<00:00,  2.42it/s]\nEpoch 0: |          | 2640/? [18:09<00:00,  2.42it/s]\nEpoch 0: |          | 2640/? [18:09<00:00,  2.42it/s]\nEpoch 0: |          | 2641/? [18:10<00:00,  2.42it/s]\nEpoch 0: |          | 2641/? [18:10<00:00,  2.42it/s]\nEpoch 0: |          | 2642/? [18:10<00:00,  2.42it/s]\nEpoch 0: |          | 2642/? [18:10<00:00,  2.42it/s]\nEpoch 0: |          | 2643/? [18:11<00:00,  2.42it/s]\nEpoch 0: |          | 2643/? [18:11<00:00,  2.42it/s]\nEpoch 0: |          | 2644/? [18:11<00:00,  2.42it/s]\nEpoch 0: |          | 2644/? [18:11<00:00,  2.42it/s]\nEpoch 0: |          | 2645/? [18:11<00:00,  2.42it/s]\nEpoch 0: |          | 2645/? [18:11<00:00,  2.42it/s]\nEpoch 0: |          | 2646/? [18:12<00:00,  2.42it/s]\nEpoch 0: |          | 2646/? [18:12<00:00,  2.42it/s]\nEpoch 0: |          | 2647/? [18:12<00:00,  2.42it/s]\nEpoch 0: |          | 2647/? [18:12<00:00,  2.42it/s]\nEpoch 0: |          | 2648/? [18:12<00:00,  2.42it/s]\nEpoch 0: |          | 2648/? [18:12<00:00,  2.42it/s]\nEpoch 0: |          | 2649/? [18:13<00:00,  2.42it/s]\nEpoch 0: |          | 2649/? [18:13<00:00,  2.42it/s]\nEpoch 0: |          | 2650/? [18:13<00:00,  2.42it/s]\nEpoch 0: |          | 2650/? [18:13<00:00,  2.42it/s]\nEpoch 0: |          | 2651/? [18:14<00:00,  2.42it/s]\nEpoch 0: |          | 2651/? [18:14<00:00,  2.42it/s]\nEpoch 0: |          | 2652/? [18:14<00:00,  2.42it/s]\nEpoch 0: |          | 2652/? [18:14<00:00,  2.42it/s]\nEpoch 0: |          | 2653/? [18:14<00:00,  2.42it/s]\nEpoch 0: |          | 2653/? [18:14<00:00,  2.42it/s]\nEpoch 0: |          | 2654/? [18:15<00:00,  2.42it/s]\nEpoch 0: |          | 2654/? [18:15<00:00,  2.42it/s]\nEpoch 0: |          | 2655/? [18:15<00:00,  2.42it/s]\nEpoch 0: |          | 2655/? [18:15<00:00,  2.42it/s]\nEpoch 0: |          | 2656/? [18:15<00:00,  2.42it/s]\nEpoch 0: |          | 2656/? [18:15<00:00,  2.42it/s]\nEpoch 0: |          | 2657/? [18:16<00:00,  2.42it/s]\nEpoch 0: |          | 2657/? [18:16<00:00,  2.42it/s]\nEpoch 0: |          | 2658/? [18:16<00:00,  2.42it/s]\nEpoch 0: |          | 2658/? [18:16<00:00,  2.42it/s]\nEpoch 0: |          | 2659/? [18:17<00:00,  2.42it/s]\nEpoch 0: |          | 2659/? [18:17<00:00,  2.42it/s]\nEpoch 0: |          | 2660/? [18:17<00:00,  2.42it/s]\nEpoch 0: |          | 2660/? [18:17<00:00,  2.42it/s]\nEpoch 0: |          | 2661/? [18:17<00:00,  2.42it/s]\nEpoch 0: |          | 2661/? [18:17<00:00,  2.42it/s]\nEpoch 0: |          | 2662/? [18:18<00:00,  2.42it/s]\nEpoch 0: |          | 2662/? [18:18<00:00,  2.42it/s]\nEpoch 0: |          | 2663/? [18:18<00:00,  2.42it/s]\nEpoch 0: |          | 2663/? [18:18<00:00,  2.42it/s]\nEpoch 0: |          | 2664/? [18:19<00:00,  2.42it/s]\nEpoch 0: |          | 2664/? [18:19<00:00,  2.42it/s]\nEpoch 0: |          | 2665/? [18:19<00:00,  2.42it/s]\nEpoch 0: |          | 2665/? [18:19<00:00,  2.42it/s]\nEpoch 0: |          | 2666/? [18:19<00:00,  2.42it/s]\nEpoch 0: |          | 2666/? [18:19<00:00,  2.42it/s]\nEpoch 0: |          | 2667/? [18:20<00:00,  2.42it/s]\nEpoch 0: |          | 2667/? [18:20<00:00,  2.42it/s]\nEpoch 0: |          | 2668/? [18:20<00:00,  2.42it/s]\nEpoch 0: |          | 2668/? [18:20<00:00,  2.42it/s]\nEpoch 0: |          | 2669/? [18:20<00:00,  2.42it/s]\nEpoch 0: |          | 2669/? [18:20<00:00,  2.42it/s]\nEpoch 0: |          | 2670/? [18:21<00:00,  2.42it/s]\nEpoch 0: |          | 2670/? [18:21<00:00,  2.42it/s]\nEpoch 0: |          | 2671/? [18:21<00:00,  2.42it/s]\nEpoch 0: |          | 2671/? [18:21<00:00,  2.42it/s]\nEpoch 0: |          | 2672/? [18:22<00:00,  2.42it/s]\nEpoch 0: |          | 2672/? [18:22<00:00,  2.42it/s]\nEpoch 0: |          | 2673/? [18:22<00:00,  2.42it/s]\nEpoch 0: |          | 2673/? [18:22<00:00,  2.42it/s]\nEpoch 0: |          | 2674/? [18:22<00:00,  2.42it/s]\nEpoch 0: |          | 2674/? [18:22<00:00,  2.42it/s]\nEpoch 0: |          | 2675/? [18:23<00:00,  2.42it/s]\nEpoch 0: |          | 2675/? [18:23<00:00,  2.42it/s]\nEpoch 0: |          | 2676/? [18:23<00:00,  2.42it/s]\nEpoch 0: |          | 2676/? [18:23<00:00,  2.42it/s]\nEpoch 0: |          | 2677/? [18:23<00:00,  2.42it/s]\nEpoch 0: |          | 2677/? [18:23<00:00,  2.42it/s]\nEpoch 0: |          | 2678/? [18:24<00:00,  2.42it/s]\nEpoch 0: |          | 2678/? [18:24<00:00,  2.42it/s]\nEpoch 0: |          | 2679/? [18:24<00:00,  2.43it/s]\nEpoch 0: |          | 2679/? [18:24<00:00,  2.43it/s]\nEpoch 0: |          | 2680/? [18:25<00:00,  2.43it/s]\nEpoch 0: |          | 2680/? [18:25<00:00,  2.43it/s]\nEpoch 0: |          | 2681/? [18:25<00:00,  2.43it/s]\nEpoch 0: |          | 2681/? [18:25<00:00,  2.43it/s]\nEpoch 0: |          | 2682/? [18:25<00:00,  2.43it/s]\nEpoch 0: |          | 2682/? [18:25<00:00,  2.43it/s]\nEpoch 0: |          | 2683/? [18:26<00:00,  2.43it/s]\nEpoch 0: |          | 2683/? [18:26<00:00,  2.43it/s]\nEpoch 0: |          | 2684/? [18:26<00:00,  2.43it/s]\nEpoch 0: |          | 2684/? [18:26<00:00,  2.43it/s]\nEpoch 0: |          | 2685/? [18:26<00:00,  2.43it/s]\nEpoch 0: |          | 2685/? [18:26<00:00,  2.43it/s]\nEpoch 0: |          | 2686/? [18:27<00:00,  2.43it/s]\nEpoch 0: |          | 2686/? [18:27<00:00,  2.43it/s]\nEpoch 0: |          | 2687/? [18:27<00:00,  2.43it/s]\nEpoch 0: |          | 2687/? [18:27<00:00,  2.43it/s]\nEpoch 0: |          | 2688/? [18:28<00:00,  2.43it/s]\nEpoch 0: |          | 2688/? [18:28<00:00,  2.43it/s]\nEpoch 0: |          | 2689/? [18:28<00:00,  2.43it/s]\nEpoch 0: |          | 2689/? [18:28<00:00,  2.43it/s]\nEpoch 0: |          | 2690/? [18:28<00:00,  2.43it/s]\nEpoch 0: |          | 2690/? [18:28<00:00,  2.43it/s]\nEpoch 0: |          | 2691/? [18:29<00:00,  2.43it/s]\nEpoch 0: |          | 2691/? [18:29<00:00,  2.43it/s]\nEpoch 0: |          | 2692/? [18:29<00:00,  2.43it/s]\nEpoch 0: |          | 2692/? [18:29<00:00,  2.43it/s]\nEpoch 0: |          | 2693/? [18:30<00:00,  2.43it/s]\nEpoch 0: |          | 2693/? [18:30<00:00,  2.43it/s]\nEpoch 0: |          | 2694/? [18:30<00:00,  2.43it/s]\nEpoch 0: |          | 2694/? [18:30<00:00,  2.43it/s]\nEpoch 0: |          | 2695/? [18:30<00:00,  2.43it/s]\nEpoch 0: |          | 2695/? [18:30<00:00,  2.43it/s]\nEpoch 0: |          | 2696/? [18:31<00:00,  2.43it/s]\nEpoch 0: |          | 2696/? [18:31<00:00,  2.43it/s]\nEpoch 0: |          | 2697/? [18:31<00:00,  2.43it/s]\nEpoch 0: |          | 2697/? [18:31<00:00,  2.43it/s]\nEpoch 0: |          | 2698/? [18:31<00:00,  2.43it/s]\nEpoch 0: |          | 2698/? [18:31<00:00,  2.43it/s]\nEpoch 0: |          | 2699/? [18:32<00:00,  2.43it/s]\nEpoch 0: |          | 2699/? [18:32<00:00,  2.43it/s]\nEpoch 0: |          | 2700/? [18:32<00:00,  2.43it/s]\nEpoch 0: |          | 2700/? [18:32<00:00,  2.43it/s]\nEpoch 0: |          | 2701/? [18:33<00:00,  2.43it/s]\nEpoch 0: |          | 2701/? [18:33<00:00,  2.43it/s]\nEpoch 0: |          | 2702/? [18:33<00:00,  2.43it/s]\nEpoch 0: |          | 2702/? [18:33<00:00,  2.43it/s]\nEpoch 0: |          | 2703/? [18:33<00:00,  2.43it/s]\nEpoch 0: |          | 2703/? [18:33<00:00,  2.43it/s]\nEpoch 0: |          | 2704/? [18:34<00:00,  2.43it/s]\nEpoch 0: |          | 2704/? [18:34<00:00,  2.43it/s]\nEpoch 0: |          | 2705/? [18:34<00:00,  2.43it/s]\nEpoch 0: |          | 2705/? [18:34<00:00,  2.43it/s]\nEpoch 0: |          | 2706/? [18:34<00:00,  2.43it/s]\nEpoch 0: |          | 2706/? [18:34<00:00,  2.43it/s]\nEpoch 0: |          | 2707/? [18:35<00:00,  2.43it/s]\nEpoch 0: |          | 2707/? [18:35<00:00,  2.43it/s]\nEpoch 0: |          | 2708/? [18:35<00:00,  2.43it/s]\nEpoch 0: |          | 2708/? [18:35<00:00,  2.43it/s]\nEpoch 0: |          | 2709/? [18:36<00:00,  2.43it/s]\nEpoch 0: |          | 2709/? [18:36<00:00,  2.43it/s]\nEpoch 0: |          | 2710/? [18:36<00:00,  2.43it/s]\nEpoch 0: |          | 2710/? [18:36<00:00,  2.43it/s]\nEpoch 0: |          | 2711/? [18:36<00:00,  2.43it/s]\nEpoch 0: |          | 2711/? [18:36<00:00,  2.43it/s]\nEpoch 0: |          | 2712/? [18:37<00:00,  2.43it/s]\nEpoch 0: |          | 2712/? [18:37<00:00,  2.43it/s]\nEpoch 0: |          | 2713/? [18:37<00:00,  2.43it/s]\nEpoch 0: |          | 2713/? [18:37<00:00,  2.43it/s]\nEpoch 0: |          | 2714/? [18:37<00:00,  2.43it/s]\nEpoch 0: |          | 2714/? [18:37<00:00,  2.43it/s]\nEpoch 0: |          | 2715/? [18:38<00:00,  2.43it/s]\nEpoch 0: |          | 2715/? [18:38<00:00,  2.43it/s]\nEpoch 0: |          | 2716/? [18:38<00:00,  2.43it/s]\nEpoch 0: |          | 2716/? [18:38<00:00,  2.43it/s]\nEpoch 0: |          | 2717/? [18:39<00:00,  2.43it/s]\nEpoch 0: |          | 2717/? [18:39<00:00,  2.43it/s]\nEpoch 0: |          | 2718/? [18:39<00:00,  2.43it/s]\nEpoch 0: |          | 2718/? [18:39<00:00,  2.43it/s]\nEpoch 0: |          | 2719/? [18:39<00:00,  2.43it/s]\nEpoch 0: |          | 2719/? [18:39<00:00,  2.43it/s]\nEpoch 0: |          | 2720/? [18:40<00:00,  2.43it/s]\nEpoch 0: |          | 2720/? [18:40<00:00,  2.43it/s]\nEpoch 0: |          | 2721/? [18:40<00:00,  2.43it/s]\nEpoch 0: |          | 2721/? [18:40<00:00,  2.43it/s]\nEpoch 0: |          | 2722/? [18:41<00:00,  2.43it/s]\nEpoch 0: |          | 2722/? [18:41<00:00,  2.43it/s]\nEpoch 0: |          | 2723/? [18:41<00:00,  2.43it/s]\nEpoch 0: |          | 2723/? [18:41<00:00,  2.43it/s]\nEpoch 0: |          | 2724/? [18:41<00:00,  2.43it/s]\nEpoch 0: |          | 2724/? [18:41<00:00,  2.43it/s]\nEpoch 0: |          | 2725/? [18:42<00:00,  2.43it/s]\nEpoch 0: |          | 2725/? [18:42<00:00,  2.43it/s]\nEpoch 0: |          | 2726/? [18:42<00:00,  2.43it/s]\nEpoch 0: |          | 2726/? [18:42<00:00,  2.43it/s]\nEpoch 0: |          | 2727/? [18:42<00:00,  2.43it/s]\nEpoch 0: |          | 2727/? [18:42<00:00,  2.43it/s]\nEpoch 0: |          | 2728/? [18:43<00:00,  2.43it/s]\nEpoch 0: |          | 2728/? [18:43<00:00,  2.43it/s]\nEpoch 0: |          | 2729/? [18:43<00:00,  2.43it/s]\nEpoch 0: |          | 2729/? [18:43<00:00,  2.43it/s]\nEpoch 0: |          | 2730/? [18:44<00:00,  2.43it/s]\nEpoch 0: |          | 2730/? [18:44<00:00,  2.43it/s]\nEpoch 0: |          | 2731/? [18:44<00:00,  2.43it/s]\nEpoch 0: |          | 2731/? [18:44<00:00,  2.43it/s]\nEpoch 0: |          | 2732/? [18:44<00:00,  2.43it/s]\nEpoch 0: |          | 2732/? [18:44<00:00,  2.43it/s]\nEpoch 0: |          | 2733/? [18:45<00:00,  2.43it/s]\nEpoch 0: |          | 2733/? [18:45<00:00,  2.43it/s]\nEpoch 0: |          | 2734/? [18:45<00:00,  2.43it/s]\nEpoch 0: |          | 2734/? [18:45<00:00,  2.43it/s]\nEpoch 0: |          | 2735/? [18:45<00:00,  2.43it/s]\nEpoch 0: |          | 2735/? [18:45<00:00,  2.43it/s]\nEpoch 0: |          | 2736/? [18:46<00:00,  2.43it/s]\nEpoch 0: |          | 2736/? [18:46<00:00,  2.43it/s]\nEpoch 0: |          | 2737/? [18:46<00:00,  2.43it/s]\nEpoch 0: |          | 2737/? [18:46<00:00,  2.43it/s]\nEpoch 0: |          | 2738/? [18:47<00:00,  2.43it/s]\nEpoch 0: |          | 2738/? [18:47<00:00,  2.43it/s]\nEpoch 0: |          | 2739/? [18:47<00:00,  2.43it/s]\nEpoch 0: |          | 2739/? [18:47<00:00,  2.43it/s]\nEpoch 0: |          | 2740/? [18:47<00:00,  2.43it/s]\nEpoch 0: |          | 2740/? [18:47<00:00,  2.43it/s]\nEpoch 0: |          | 2741/? [18:48<00:00,  2.43it/s]\nEpoch 0: |          | 2741/? [18:48<00:00,  2.43it/s]\nEpoch 0: |          | 2742/? [18:48<00:00,  2.43it/s]\nEpoch 0: |          | 2742/? [18:48<00:00,  2.43it/s]\nEpoch 0: |          | 2743/? [18:49<00:00,  2.43it/s]\nEpoch 0: |          | 2743/? [18:49<00:00,  2.43it/s]\nEpoch 0: |          | 2744/? [18:49<00:00,  2.43it/s]\nEpoch 0: |          | 2744/? [18:49<00:00,  2.43it/s]\nEpoch 0: |          | 2745/? [18:49<00:00,  2.43it/s]\nEpoch 0: |          | 2745/? [18:49<00:00,  2.43it/s]\nEpoch 0: |          | 2746/? [18:50<00:00,  2.43it/s]\nEpoch 0: |          | 2746/? [18:50<00:00,  2.43it/s]\nEpoch 0: |          | 2747/? [18:50<00:00,  2.43it/s]\nEpoch 0: |          | 2747/? [18:50<00:00,  2.43it/s]\nEpoch 0: |          | 2748/? [18:50<00:00,  2.43it/s]\nEpoch 0: |          | 2748/? [18:50<00:00,  2.43it/s]\nEpoch 0: |          | 2749/? [18:51<00:00,  2.43it/s]\nEpoch 0: |          | 2749/? [18:51<00:00,  2.43it/s]\nEpoch 0: |          | 2750/? [18:51<00:00,  2.43it/s]\nEpoch 0: |          | 2750/? [18:51<00:00,  2.43it/s]\nEpoch 0: |          | 2751/? [18:52<00:00,  2.43it/s]\nEpoch 0: |          | 2751/? [18:52<00:00,  2.43it/s]\nEpoch 0: |          | 2752/? [18:52<00:00,  2.43it/s]\nEpoch 0: |          | 2752/? [18:52<00:00,  2.43it/s]\nEpoch 0: |          | 2753/? [18:52<00:00,  2.43it/s]\nEpoch 0: |          | 2753/? [18:52<00:00,  2.43it/s]\nEpoch 0: |          | 2754/? [18:53<00:00,  2.43it/s]\nEpoch 0: |          | 2754/? [18:53<00:00,  2.43it/s]\nEpoch 0: |          | 2755/? [18:53<00:00,  2.43it/s]\nEpoch 0: |          | 2755/? [18:53<00:00,  2.43it/s]\nEpoch 0: |          | 2756/? [18:53<00:00,  2.43it/s]\nEpoch 0: |          | 2756/? [18:53<00:00,  2.43it/s]\nEpoch 0: |          | 2757/? [18:54<00:00,  2.43it/s]\nEpoch 0: |          | 2757/? [18:54<00:00,  2.43it/s]\nEpoch 0: |          | 2758/? [18:54<00:00,  2.43it/s]\nEpoch 0: |          | 2758/? [18:54<00:00,  2.43it/s]\nEpoch 0: |          | 2759/? [18:55<00:00,  2.43it/s]\nEpoch 0: |          | 2759/? [18:55<00:00,  2.43it/s]\nEpoch 0: |          | 2760/? [18:55<00:00,  2.43it/s]\nEpoch 0: |          | 2760/? [18:55<00:00,  2.43it/s]\nEpoch 0: |          | 2761/? [18:55<00:00,  2.43it/s]\nEpoch 0: |          | 2761/? [18:55<00:00,  2.43it/s]\nEpoch 0: |          | 2762/? [18:56<00:00,  2.43it/s]\nEpoch 0: |          | 2762/? [18:56<00:00,  2.43it/s]\nEpoch 0: |          | 2763/? [18:56<00:00,  2.43it/s]\nEpoch 0: |          | 2763/? [18:56<00:00,  2.43it/s]\nEpoch 0: |          | 2764/? [18:57<00:00,  2.43it/s]\nEpoch 0: |          | 2764/? [18:57<00:00,  2.43it/s]\nEpoch 0: |          | 2765/? [18:57<00:00,  2.43it/s]\nEpoch 0: |          | 2765/? [18:57<00:00,  2.43it/s]\nEpoch 0: |          | 2766/? [18:57<00:00,  2.43it/s]\nEpoch 0: |          | 2766/? [18:57<00:00,  2.43it/s]\nEpoch 0: |          | 2767/? [18:58<00:00,  2.43it/s]\nEpoch 0: |          | 2767/? [18:58<00:00,  2.43it/s]\nEpoch 0: |          | 2768/? [18:58<00:00,  2.43it/s]\nEpoch 0: |          | 2768/? [18:58<00:00,  2.43it/s]\nEpoch 0: |          | 2769/? [18:58<00:00,  2.43it/s]\nEpoch 0: |          | 2769/? [18:58<00:00,  2.43it/s]\nEpoch 0: |          | 2770/? [18:59<00:00,  2.43it/s]\nEpoch 0: |          | 2770/? [18:59<00:00,  2.43it/s]\nEpoch 0: |          | 2771/? [18:59<00:00,  2.43it/s]\nEpoch 0: |          | 2771/? [18:59<00:00,  2.43it/s]\nEpoch 0: |          | 2772/? [19:00<00:00,  2.43it/s]\nEpoch 0: |          | 2772/? [19:00<00:00,  2.43it/s]\nEpoch 0: |          | 2773/? [19:00<00:00,  2.43it/s]\nEpoch 0: |          | 2773/? [19:00<00:00,  2.43it/s]\nEpoch 0: |          | 2774/? [19:00<00:00,  2.43it/s]\nEpoch 0: |          | 2774/? [19:00<00:00,  2.43it/s]\nEpoch 0: |          | 2775/? [19:01<00:00,  2.43it/s]\nEpoch 0: |          | 2775/? [19:01<00:00,  2.43it/s]\nEpoch 0: |          | 2776/? [19:01<00:00,  2.43it/s]\nEpoch 0: |          | 2776/? [19:01<00:00,  2.43it/s]\nEpoch 0: |          | 2777/? [19:01<00:00,  2.43it/s]\nEpoch 0: |          | 2777/? [19:01<00:00,  2.43it/s]\nEpoch 0: |          | 2778/? [19:02<00:00,  2.43it/s]\nEpoch 0: |          | 2778/? [19:02<00:00,  2.43it/s]\nEpoch 0: |          | 2779/? [19:02<00:00,  2.43it/s]\nEpoch 0: |          | 2779/? [19:02<00:00,  2.43it/s]\nEpoch 0: |          | 2780/? [19:03<00:00,  2.43it/s]\nEpoch 0: |          | 2780/? [19:03<00:00,  2.43it/s]\nEpoch 0: |          | 2781/? [19:03<00:00,  2.43it/s]\nEpoch 0: |          | 2781/? [19:03<00:00,  2.43it/s]\nEpoch 0: |          | 2782/? [19:03<00:00,  2.43it/s]\nEpoch 0: |          | 2782/? [19:03<00:00,  2.43it/s]\nEpoch 0: |          | 2783/? [19:04<00:00,  2.43it/s]\nEpoch 0: |          | 2783/? [19:04<00:00,  2.43it/s]\nEpoch 0: |          | 2784/? [19:04<00:00,  2.43it/s]\nEpoch 0: |          | 2784/? [19:04<00:00,  2.43it/s]\nEpoch 0: |          | 2785/? [19:05<00:00,  2.43it/s]\nEpoch 0: |          | 2785/? [19:05<00:00,  2.43it/s]\nEpoch 0: |          | 2786/? [19:05<00:00,  2.43it/s]\nEpoch 0: |          | 2786/? [19:05<00:00,  2.43it/s]\nEpoch 0: |          | 2787/? [19:05<00:00,  2.43it/s]\nEpoch 0: |          | 2787/? [19:05<00:00,  2.43it/s]\nEpoch 0: |          | 2788/? [19:06<00:00,  2.43it/s]\nEpoch 0: |          | 2788/? [19:06<00:00,  2.43it/s]\nEpoch 0: |          | 2789/? [19:06<00:00,  2.43it/s]\nEpoch 0: |          | 2789/? [19:06<00:00,  2.43it/s]\nEpoch 0: |          | 2790/? [19:06<00:00,  2.43it/s]\nEpoch 0: |          | 2790/? [19:06<00:00,  2.43it/s]\nEpoch 0: |          | 2791/? [19:07<00:00,  2.43it/s]\nEpoch 0: |          | 2791/? [19:07<00:00,  2.43it/s]\nEpoch 0: |          | 2792/? [19:07<00:00,  2.43it/s]\nEpoch 0: |          | 2792/? [19:07<00:00,  2.43it/s]\nEpoch 0: |          | 2793/? [19:08<00:00,  2.43it/s]\nEpoch 0: |          | 2793/? [19:08<00:00,  2.43it/s]\nEpoch 0: |          | 2794/? [19:08<00:00,  2.43it/s]\nEpoch 0: |          | 2794/? [19:08<00:00,  2.43it/s]\nEpoch 0: |          | 2795/? [19:08<00:00,  2.43it/s]\nEpoch 0: |          | 2795/? [19:08<00:00,  2.43it/s]\nEpoch 0: |          | 2796/? [19:09<00:00,  2.43it/s]\nEpoch 0: |          | 2796/? [19:09<00:00,  2.43it/s]\nEpoch 0: |          | 2797/? [19:09<00:00,  2.43it/s]\nEpoch 0: |          | 2797/? [19:09<00:00,  2.43it/s]\nEpoch 0: |          | 2798/? [19:09<00:00,  2.43it/s]\nEpoch 0: |          | 2798/? [19:09<00:00,  2.43it/s]\nEpoch 0: |          | 2799/? [19:10<00:00,  2.43it/s]\nEpoch 0: |          | 2799/? [19:10<00:00,  2.43it/s]\nEpoch 0: |          | 2800/? [19:10<00:00,  2.43it/s]\nEpoch 0: |          | 2800/? [19:10<00:00,  2.43it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.38it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  7.66it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.62it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.76it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 2800/? [19:11<00:00,  2.43it/s]\nEpoch 0: |          | 2801/? [19:11<00:00,  2.43it/s]\nEpoch 0: |          | 2801/? [19:11<00:00,  2.43it/s]\nEpoch 0: |          | 2802/? [19:11<00:00,  2.43it/s]\nEpoch 0: |          | 2802/? [19:11<00:00,  2.43it/s]\nEpoch 0: |          | 2803/? [19:12<00:00,  2.43it/s]\nEpoch 0: |          | 2803/? [19:12<00:00,  2.43it/s]\nEpoch 0: |          | 2804/? [19:12<00:00,  2.43it/s]\nEpoch 0: |          | 2804/? [19:12<00:00,  2.43it/s]\nEpoch 0: |          | 2805/? [19:13<00:00,  2.43it/s]\nEpoch 0: |          | 2805/? [19:13<00:00,  2.43it/s]\nEpoch 0: |          | 2806/? [19:13<00:00,  2.43it/s]\nEpoch 0: |          | 2806/? [19:13<00:00,  2.43it/s]\nEpoch 0: |          | 2807/? [19:13<00:00,  2.43it/s]\nEpoch 0: |          | 2807/? [19:13<00:00,  2.43it/s]\nEpoch 0: |          | 2808/? [19:14<00:00,  2.43it/s]\nEpoch 0: |          | 2808/? [19:14<00:00,  2.43it/s]\nEpoch 0: |          | 2809/? [19:14<00:00,  2.43it/s]\nEpoch 0: |          | 2809/? [19:14<00:00,  2.43it/s]\nEpoch 0: |          | 2810/? [19:15<00:00,  2.43it/s]\nEpoch 0: |          | 2810/? [19:15<00:00,  2.43it/s]\nEpoch 0: |          | 2811/? [19:15<00:00,  2.43it/s]\nEpoch 0: |          | 2811/? [19:15<00:00,  2.43it/s]\nEpoch 0: |          | 2812/? [19:15<00:00,  2.43it/s]\nEpoch 0: |          | 2812/? [19:15<00:00,  2.43it/s]\nEpoch 0: |          | 2813/? [19:16<00:00,  2.43it/s]\nEpoch 0: |          | 2813/? [19:16<00:00,  2.43it/s]\nEpoch 0: |          | 2814/? [19:16<00:00,  2.43it/s]\nEpoch 0: |          | 2814/? [19:16<00:00,  2.43it/s]\nEpoch 0: |          | 2815/? [19:16<00:00,  2.43it/s]\nEpoch 0: |          | 2815/? [19:16<00:00,  2.43it/s]\nEpoch 0: |          | 2816/? [19:17<00:00,  2.43it/s]\nEpoch 0: |          | 2816/? [19:17<00:00,  2.43it/s]\nEpoch 0: |          | 2817/? [19:17<00:00,  2.43it/s]\nEpoch 0: |          | 2817/? [19:17<00:00,  2.43it/s]\nEpoch 0: |          | 2818/? [19:18<00:00,  2.43it/s]\nEpoch 0: |          | 2818/? [19:18<00:00,  2.43it/s]\nEpoch 0: |          | 2819/? [19:18<00:00,  2.43it/s]\nEpoch 0: |          | 2819/? [19:18<00:00,  2.43it/s]\nEpoch 0: |          | 2820/? [19:18<00:00,  2.43it/s]\nEpoch 0: |          | 2820/? [19:18<00:00,  2.43it/s]\nEpoch 0: |          | 2821/? [19:19<00:00,  2.43it/s]\nEpoch 0: |          | 2821/? [19:19<00:00,  2.43it/s]\nEpoch 0: |          | 2822/? [19:19<00:00,  2.43it/s]\nEpoch 0: |          | 2822/? [19:19<00:00,  2.43it/s]\nEpoch 0: |          | 2823/? [19:19<00:00,  2.43it/s]\nEpoch 0: |          | 2823/? [19:19<00:00,  2.43it/s]\nEpoch 0: |          | 2824/? [19:20<00:00,  2.43it/s]\nEpoch 0: |          | 2824/? [19:20<00:00,  2.43it/s]\nEpoch 0: |          | 2825/? [19:20<00:00,  2.43it/s]\nEpoch 0: |          | 2825/? [19:20<00:00,  2.43it/s]\nEpoch 0: |          | 2826/? [19:21<00:00,  2.43it/s]\nEpoch 0: |          | 2826/? [19:21<00:00,  2.43it/s]\nEpoch 0: |          | 2827/? [19:21<00:00,  2.43it/s]\nEpoch 0: |          | 2827/? [19:21<00:00,  2.43it/s]\nEpoch 0: |          | 2828/? [19:21<00:00,  2.43it/s]\nEpoch 0: |          | 2828/? [19:21<00:00,  2.43it/s]\nEpoch 0: |          | 2829/? [19:22<00:00,  2.43it/s]\nEpoch 0: |          | 2829/? [19:22<00:00,  2.43it/s]\nEpoch 0: |          | 2830/? [19:22<00:00,  2.43it/s]\nEpoch 0: |          | 2830/? [19:22<00:00,  2.43it/s]\nEpoch 0: |          | 2831/? [19:22<00:00,  2.43it/s]\nEpoch 0: |          | 2831/? [19:22<00:00,  2.43it/s]\nEpoch 0: |          | 2832/? [19:23<00:00,  2.43it/s]\nEpoch 0: |          | 2832/? [19:23<00:00,  2.43it/s]\nEpoch 0: |          | 2833/? [19:23<00:00,  2.43it/s]\nEpoch 0: |          | 2833/? [19:23<00:00,  2.43it/s]\nEpoch 0: |          | 2834/? [19:24<00:00,  2.43it/s]\nEpoch 0: |          | 2834/? [19:24<00:00,  2.43it/s]\nEpoch 0: |          | 2835/? [19:24<00:00,  2.43it/s]\nEpoch 0: |          | 2835/? [19:24<00:00,  2.43it/s]\nEpoch 0: |          | 2836/? [19:24<00:00,  2.43it/s]\nEpoch 0: |          | 2836/? [19:24<00:00,  2.43it/s]\nEpoch 0: |          | 2837/? [19:25<00:00,  2.43it/s]\nEpoch 0: |          | 2837/? [19:25<00:00,  2.43it/s]\nEpoch 0: |          | 2838/? [19:25<00:00,  2.43it/s]\nEpoch 0: |          | 2838/? [19:25<00:00,  2.43it/s]\nEpoch 0: |          | 2839/? [19:26<00:00,  2.43it/s]\nEpoch 0: |          | 2839/? [19:26<00:00,  2.43it/s]\nEpoch 0: |          | 2840/? [19:26<00:00,  2.43it/s]\nEpoch 0: |          | 2840/? [19:26<00:00,  2.43it/s]\nEpoch 0: |          | 2841/? [19:26<00:00,  2.43it/s]\nEpoch 0: |          | 2841/? [19:26<00:00,  2.43it/s]\nEpoch 0: |          | 2842/? [19:27<00:00,  2.44it/s]\nEpoch 0: |          | 2842/? [19:27<00:00,  2.44it/s]\nEpoch 0: |          | 2843/? [19:27<00:00,  2.44it/s]\nEpoch 0: |          | 2843/? [19:27<00:00,  2.44it/s]\nEpoch 0: |          | 2844/? [19:27<00:00,  2.44it/s]\nEpoch 0: |          | 2844/? [19:27<00:00,  2.44it/s]\nEpoch 0: |          | 2845/? [19:28<00:00,  2.44it/s]\nEpoch 0: |          | 2845/? [19:28<00:00,  2.44it/s]\nEpoch 0: |          | 2846/? [19:28<00:00,  2.44it/s]\nEpoch 0: |          | 2846/? [19:28<00:00,  2.44it/s]\nEpoch 0: |          | 2847/? [19:29<00:00,  2.44it/s]\nEpoch 0: |          | 2847/? [19:29<00:00,  2.44it/s]\nEpoch 0: |          | 2848/? [19:29<00:00,  2.44it/s]\nEpoch 0: |          | 2848/? [19:29<00:00,  2.44it/s]\nEpoch 0: |          | 2849/? [19:29<00:00,  2.44it/s]\nEpoch 0: |          | 2849/? [19:29<00:00,  2.44it/s]\nEpoch 0: |          | 2850/? [19:30<00:00,  2.44it/s]\nEpoch 0: |          | 2850/? [19:30<00:00,  2.44it/s]\nEpoch 0: |          | 2851/? [19:30<00:00,  2.44it/s]\nEpoch 0: |          | 2851/? [19:30<00:00,  2.44it/s]\nEpoch 0: |          | 2852/? [19:30<00:00,  2.44it/s]\nEpoch 0: |          | 2852/? [19:30<00:00,  2.44it/s]\nEpoch 0: |          | 2853/? [19:31<00:00,  2.44it/s]\nEpoch 0: |          | 2853/? [19:31<00:00,  2.44it/s]\nEpoch 0: |          | 2854/? [19:31<00:00,  2.44it/s]\nEpoch 0: |          | 2854/? [19:31<00:00,  2.44it/s]\nEpoch 0: |          | 2855/? [19:32<00:00,  2.44it/s]\nEpoch 0: |          | 2855/? [19:32<00:00,  2.44it/s]\nEpoch 0: |          | 2856/? [19:32<00:00,  2.44it/s]\nEpoch 0: |          | 2856/? [19:32<00:00,  2.44it/s]\nEpoch 0: |          | 2857/? [19:32<00:00,  2.44it/s]\nEpoch 0: |          | 2857/? [19:32<00:00,  2.44it/s]\nEpoch 0: |          | 2858/? [19:33<00:00,  2.44it/s]\nEpoch 0: |          | 2858/? [19:33<00:00,  2.44it/s]\nEpoch 0: |          | 2859/? [19:33<00:00,  2.44it/s]\nEpoch 0: |          | 2859/? [19:33<00:00,  2.44it/s]\nEpoch 0: |          | 2860/? [19:33<00:00,  2.44it/s]\nEpoch 0: |          | 2860/? [19:33<00:00,  2.44it/s]\nEpoch 0: |          | 2861/? [19:34<00:00,  2.44it/s]\nEpoch 0: |          | 2861/? [19:34<00:00,  2.44it/s]\nEpoch 0: |          | 2862/? [19:34<00:00,  2.44it/s]\nEpoch 0: |          | 2862/? [19:34<00:00,  2.44it/s]\nEpoch 0: |          | 2863/? [19:35<00:00,  2.44it/s]\nEpoch 0: |          | 2863/? [19:35<00:00,  2.44it/s]\nEpoch 0: |          | 2864/? [19:35<00:00,  2.44it/s]\nEpoch 0: |          | 2864/? [19:35<00:00,  2.44it/s]\nEpoch 0: |          | 2865/? [19:35<00:00,  2.44it/s]\nEpoch 0: |          | 2865/? [19:35<00:00,  2.44it/s]\nEpoch 0: |          | 2866/? [19:36<00:00,  2.44it/s]\nEpoch 0: |          | 2866/? [19:36<00:00,  2.44it/s]\nEpoch 0: |          | 2867/? [19:36<00:00,  2.44it/s]\nEpoch 0: |          | 2867/? [19:36<00:00,  2.44it/s]\nEpoch 0: |          | 2868/? [19:36<00:00,  2.44it/s]\nEpoch 0: |          | 2868/? [19:36<00:00,  2.44it/s]\nEpoch 0: |          | 2869/? [19:37<00:00,  2.44it/s]\nEpoch 0: |          | 2869/? [19:37<00:00,  2.44it/s]\nEpoch 0: |          | 2870/? [19:37<00:00,  2.44it/s]\nEpoch 0: |          | 2870/? [19:37<00:00,  2.44it/s]\nEpoch 0: |          | 2871/? [19:38<00:00,  2.44it/s]\nEpoch 0: |          | 2871/? [19:38<00:00,  2.44it/s]\nEpoch 0: |          | 2872/? [19:38<00:00,  2.44it/s]\nEpoch 0: |          | 2872/? [19:38<00:00,  2.44it/s]\nEpoch 0: |          | 2873/? [19:38<00:00,  2.44it/s]\nEpoch 0: |          | 2873/? [19:38<00:00,  2.44it/s]\nEpoch 0: |          | 2874/? [19:39<00:00,  2.44it/s]\nEpoch 0: |          | 2874/? [19:39<00:00,  2.44it/s]\nEpoch 0: |          | 2875/? [19:39<00:00,  2.44it/s]\nEpoch 0: |          | 2875/? [19:39<00:00,  2.44it/s]\nEpoch 0: |          | 2876/? [19:40<00:00,  2.44it/s]\nEpoch 0: |          | 2876/? [19:40<00:00,  2.44it/s]\nEpoch 0: |          | 2877/? [19:40<00:00,  2.44it/s]\nEpoch 0: |          | 2877/? [19:40<00:00,  2.44it/s]\nEpoch 0: |          | 2878/? [19:40<00:00,  2.44it/s]\nEpoch 0: |          | 2878/? [19:40<00:00,  2.44it/s]\nEpoch 0: |          | 2879/? [19:41<00:00,  2.44it/s]\nEpoch 0: |          | 2879/? [19:41<00:00,  2.44it/s]\nEpoch 0: |          | 2880/? [19:41<00:00,  2.44it/s]\nEpoch 0: |          | 2880/? [19:41<00:00,  2.44it/s]\nEpoch 0: |          | 2881/? [19:41<00:00,  2.44it/s]\nEpoch 0: |          | 2881/? [19:41<00:00,  2.44it/s]\nEpoch 0: |          | 2882/? [19:42<00:00,  2.44it/s]\nEpoch 0: |          | 2882/? [19:42<00:00,  2.44it/s]\nEpoch 0: |          | 2883/? [19:42<00:00,  2.44it/s]\nEpoch 0: |          | 2883/? [19:42<00:00,  2.44it/s]\nEpoch 0: |          | 2884/? [19:43<00:00,  2.44it/s]\nEpoch 0: |          | 2884/? [19:43<00:00,  2.44it/s]\nEpoch 0: |          | 2885/? [19:43<00:00,  2.44it/s]\nEpoch 0: |          | 2885/? [19:43<00:00,  2.44it/s]\nEpoch 0: |          | 2886/? [19:43<00:00,  2.44it/s]\nEpoch 0: |          | 2886/? [19:43<00:00,  2.44it/s]\nEpoch 0: |          | 2887/? [19:44<00:00,  2.44it/s]\nEpoch 0: |          | 2887/? [19:44<00:00,  2.44it/s]\nEpoch 0: |          | 2888/? [19:44<00:00,  2.44it/s]\nEpoch 0: |          | 2888/? [19:44<00:00,  2.44it/s]\nEpoch 0: |          | 2889/? [19:44<00:00,  2.44it/s]\nEpoch 0: |          | 2889/? [19:44<00:00,  2.44it/s]\nEpoch 0: |          | 2890/? [19:45<00:00,  2.44it/s]\nEpoch 0: |          | 2890/? [19:45<00:00,  2.44it/s]\nEpoch 0: |          | 2891/? [19:45<00:00,  2.44it/s]\nEpoch 0: |          | 2891/? [19:45<00:00,  2.44it/s]\nEpoch 0: |          | 2892/? [19:46<00:00,  2.44it/s]\nEpoch 0: |          | 2892/? [19:46<00:00,  2.44it/s]\nEpoch 0: |          | 2893/? [19:46<00:00,  2.44it/s]\nEpoch 0: |          | 2893/? [19:46<00:00,  2.44it/s]\nEpoch 0: |          | 2894/? [19:46<00:00,  2.44it/s]\nEpoch 0: |          | 2894/? [19:46<00:00,  2.44it/s]\nEpoch 0: |          | 2895/? [19:47<00:00,  2.44it/s]\nEpoch 0: |          | 2895/? [19:47<00:00,  2.44it/s]\nEpoch 0: |          | 2896/? [19:47<00:00,  2.44it/s]\nEpoch 0: |          | 2896/? [19:47<00:00,  2.44it/s]\nEpoch 0: |          | 2897/? [19:47<00:00,  2.44it/s]\nEpoch 0: |          | 2897/? [19:47<00:00,  2.44it/s]\nEpoch 0: |          | 2898/? [19:48<00:00,  2.44it/s]\nEpoch 0: |          | 2898/? [19:48<00:00,  2.44it/s]\nEpoch 0: |          | 2899/? [19:48<00:00,  2.44it/s]\nEpoch 0: |          | 2899/? [19:48<00:00,  2.44it/s]\nEpoch 0: |          | 2900/? [19:49<00:00,  2.44it/s]\nEpoch 0: |          | 2900/? [19:49<00:00,  2.44it/s]\nEpoch 0: |          | 2901/? [19:49<00:00,  2.44it/s]\nEpoch 0: |          | 2901/? [19:49<00:00,  2.44it/s]\nEpoch 0: |          | 2902/? [19:49<00:00,  2.44it/s]\nEpoch 0: |          | 2902/? [19:49<00:00,  2.44it/s]\nEpoch 0: |          | 2903/? [19:50<00:00,  2.44it/s]\nEpoch 0: |          | 2903/? [19:50<00:00,  2.44it/s]\nEpoch 0: |          | 2904/? [19:50<00:00,  2.44it/s]\nEpoch 0: |          | 2904/? [19:50<00:00,  2.44it/s]\nEpoch 0: |          | 2905/? [19:50<00:00,  2.44it/s]\nEpoch 0: |          | 2905/? [19:50<00:00,  2.44it/s]\nEpoch 0: |          | 2906/? [19:51<00:00,  2.44it/s]\nEpoch 0: |          | 2906/? [19:51<00:00,  2.44it/s]\nEpoch 0: |          | 2907/? [19:51<00:00,  2.44it/s]\nEpoch 0: |          | 2907/? [19:51<00:00,  2.44it/s]\nEpoch 0: |          | 2908/? [19:52<00:00,  2.44it/s]\nEpoch 0: |          | 2908/? [19:52<00:00,  2.44it/s]\nEpoch 0: |          | 2909/? [19:52<00:00,  2.44it/s]\nEpoch 0: |          | 2909/? [19:52<00:00,  2.44it/s]\nEpoch 0: |          | 2910/? [19:52<00:00,  2.44it/s]\nEpoch 0: |          | 2910/? [19:52<00:00,  2.44it/s]\nEpoch 0: |          | 2911/? [19:53<00:00,  2.44it/s]\nEpoch 0: |          | 2911/? [19:53<00:00,  2.44it/s]\nEpoch 0: |          | 2912/? [19:53<00:00,  2.44it/s]\nEpoch 0: |          | 2912/? [19:53<00:00,  2.44it/s]\nEpoch 0: |          | 2913/? [19:54<00:00,  2.44it/s]\nEpoch 0: |          | 2913/? [19:54<00:00,  2.44it/s]\nEpoch 0: |          | 2914/? [19:54<00:00,  2.44it/s]\nEpoch 0: |          | 2914/? [19:54<00:00,  2.44it/s]\nEpoch 0: |          | 2915/? [19:54<00:00,  2.44it/s]\nEpoch 0: |          | 2915/? [19:54<00:00,  2.44it/s]\nEpoch 0: |          | 2916/? [19:55<00:00,  2.44it/s]\nEpoch 0: |          | 2916/? [19:55<00:00,  2.44it/s]\nEpoch 0: |          | 2917/? [19:55<00:00,  2.44it/s]\nEpoch 0: |          | 2917/? [19:55<00:00,  2.44it/s]\nEpoch 0: |          | 2918/? [19:55<00:00,  2.44it/s]\nEpoch 0: |          | 2918/? [19:55<00:00,  2.44it/s]\nEpoch 0: |          | 2919/? [19:56<00:00,  2.44it/s]\nEpoch 0: |          | 2919/? [19:56<00:00,  2.44it/s]\nEpoch 0: |          | 2920/? [19:56<00:00,  2.44it/s]\nEpoch 0: |          | 2920/? [19:56<00:00,  2.44it/s]\nEpoch 0: |          | 2921/? [19:57<00:00,  2.44it/s]\nEpoch 0: |          | 2921/? [19:57<00:00,  2.44it/s]\nEpoch 0: |          | 2922/? [19:57<00:00,  2.44it/s]\nEpoch 0: |          | 2922/? [19:57<00:00,  2.44it/s]\nEpoch 0: |          | 2923/? [19:57<00:00,  2.44it/s]\nEpoch 0: |          | 2923/? [19:57<00:00,  2.44it/s]\nEpoch 0: |          | 2924/? [19:58<00:00,  2.44it/s]\nEpoch 0: |          | 2924/? [19:58<00:00,  2.44it/s]\nEpoch 0: |          | 2925/? [19:58<00:00,  2.44it/s]\nEpoch 0: |          | 2925/? [19:58<00:00,  2.44it/s]\nEpoch 0: |          | 2926/? [19:58<00:00,  2.44it/s]\nEpoch 0: |          | 2926/? [19:58<00:00,  2.44it/s]\nEpoch 0: |          | 2927/? [19:59<00:00,  2.44it/s]\nEpoch 0: |          | 2927/? [19:59<00:00,  2.44it/s]\nEpoch 0: |          | 2928/? [19:59<00:00,  2.44it/s]\nEpoch 0: |          | 2928/? [19:59<00:00,  2.44it/s]\nEpoch 0: |          | 2929/? [20:00<00:00,  2.44it/s]\nEpoch 0: |          | 2929/? [20:00<00:00,  2.44it/s]\nEpoch 0: |          | 2930/? [20:00<00:00,  2.44it/s]\nEpoch 0: |          | 2930/? [20:00<00:00,  2.44it/s]\nEpoch 0: |          | 2931/? [20:00<00:00,  2.44it/s]\nEpoch 0: |          | 2931/? [20:00<00:00,  2.44it/s]\nEpoch 0: |          | 2932/? [20:01<00:00,  2.44it/s]\nEpoch 0: |          | 2932/? [20:01<00:00,  2.44it/s]\nEpoch 0: |          | 2933/? [20:01<00:00,  2.44it/s]\nEpoch 0: |          | 2933/? [20:01<00:00,  2.44it/s]\nEpoch 0: |          | 2934/? [20:01<00:00,  2.44it/s]\nEpoch 0: |          | 2934/? [20:01<00:00,  2.44it/s]\nEpoch 0: |          | 2935/? [20:02<00:00,  2.44it/s]\nEpoch 0: |          | 2935/? [20:02<00:00,  2.44it/s]\nEpoch 0: |          | 2936/? [20:02<00:00,  2.44it/s]\nEpoch 0: |          | 2936/? [20:02<00:00,  2.44it/s]\nEpoch 0: |          | 2937/? [20:03<00:00,  2.44it/s]\nEpoch 0: |          | 2937/? [20:03<00:00,  2.44it/s]\nEpoch 0: |          | 2938/? [20:03<00:00,  2.44it/s]\nEpoch 0: |          | 2938/? [20:03<00:00,  2.44it/s]\nEpoch 0: |          | 2939/? [20:03<00:00,  2.44it/s]\nEpoch 0: |          | 2939/? [20:03<00:00,  2.44it/s]\nEpoch 0: |          | 2940/? [20:04<00:00,  2.44it/s]\nEpoch 0: |          | 2940/? [20:04<00:00,  2.44it/s]\nEpoch 0: |          | 2941/? [20:04<00:00,  2.44it/s]\nEpoch 0: |          | 2941/? [20:04<00:00,  2.44it/s]\nEpoch 0: |          | 2942/? [20:04<00:00,  2.44it/s]\nEpoch 0: |          | 2942/? [20:04<00:00,  2.44it/s]\nEpoch 0: |          | 2943/? [20:05<00:00,  2.44it/s]\nEpoch 0: |          | 2943/? [20:05<00:00,  2.44it/s]\nEpoch 0: |          | 2944/? [20:05<00:00,  2.44it/s]\nEpoch 0: |          | 2944/? [20:05<00:00,  2.44it/s]\nEpoch 0: |          | 2945/? [20:06<00:00,  2.44it/s]\nEpoch 0: |          | 2945/? [20:06<00:00,  2.44it/s]\nEpoch 0: |          | 2946/? [20:06<00:00,  2.44it/s]\nEpoch 0: |          | 2946/? [20:06<00:00,  2.44it/s]\nEpoch 0: |          | 2947/? [20:06<00:00,  2.44it/s]\nEpoch 0: |          | 2947/? [20:06<00:00,  2.44it/s]\nEpoch 0: |          | 2948/? [20:07<00:00,  2.44it/s]\nEpoch 0: |          | 2948/? [20:07<00:00,  2.44it/s]\nEpoch 0: |          | 2949/? [20:07<00:00,  2.44it/s]\nEpoch 0: |          | 2949/? [20:07<00:00,  2.44it/s]\nEpoch 0: |          | 2950/? [20:08<00:00,  2.44it/s]\nEpoch 0: |          | 2950/? [20:08<00:00,  2.44it/s]\nEpoch 0: |          | 2951/? [20:08<00:00,  2.44it/s]\nEpoch 0: |          | 2951/? [20:08<00:00,  2.44it/s]\nEpoch 0: |          | 2952/? [20:08<00:00,  2.44it/s]\nEpoch 0: |          | 2952/? [20:08<00:00,  2.44it/s]\nEpoch 0: |          | 2953/? [20:09<00:00,  2.44it/s]\nEpoch 0: |          | 2953/? [20:09<00:00,  2.44it/s]\nEpoch 0: |          | 2954/? [20:09<00:00,  2.44it/s]\nEpoch 0: |          | 2954/? [20:09<00:00,  2.44it/s]\nEpoch 0: |          | 2955/? [20:09<00:00,  2.44it/s]\nEpoch 0: |          | 2955/? [20:09<00:00,  2.44it/s]\nEpoch 0: |          | 2956/? [20:10<00:00,  2.44it/s]\nEpoch 0: |          | 2956/? [20:10<00:00,  2.44it/s]\nEpoch 0: |          | 2957/? [20:10<00:00,  2.44it/s]\nEpoch 0: |          | 2957/? [20:10<00:00,  2.44it/s]\nEpoch 0: |          | 2958/? [20:11<00:00,  2.44it/s]\nEpoch 0: |          | 2958/? [20:11<00:00,  2.44it/s]\nEpoch 0: |          | 2959/? [20:11<00:00,  2.44it/s]\nEpoch 0: |          | 2959/? [20:11<00:00,  2.44it/s]\nEpoch 0: |          | 2960/? [20:11<00:00,  2.44it/s]\nEpoch 0: |          | 2960/? [20:11<00:00,  2.44it/s]\nEpoch 0: |          | 2961/? [20:12<00:00,  2.44it/s]\nEpoch 0: |          | 2961/? [20:12<00:00,  2.44it/s]\nEpoch 0: |          | 2962/? [20:12<00:00,  2.44it/s]\nEpoch 0: |          | 2962/? [20:12<00:00,  2.44it/s]\nEpoch 0: |          | 2963/? [20:12<00:00,  2.44it/s]\nEpoch 0: |          | 2963/? [20:12<00:00,  2.44it/s]\nEpoch 0: |          | 2964/? [20:13<00:00,  2.44it/s]\nEpoch 0: |          | 2964/? [20:13<00:00,  2.44it/s]\nEpoch 0: |          | 2965/? [20:13<00:00,  2.44it/s]\nEpoch 0: |          | 2965/? [20:13<00:00,  2.44it/s]\nEpoch 0: |          | 2966/? [20:14<00:00,  2.44it/s]\nEpoch 0: |          | 2966/? [20:14<00:00,  2.44it/s]\nEpoch 0: |          | 2967/? [20:14<00:00,  2.44it/s]\nEpoch 0: |          | 2967/? [20:14<00:00,  2.44it/s]\nEpoch 0: |          | 2968/? [20:14<00:00,  2.44it/s]\nEpoch 0: |          | 2968/? [20:14<00:00,  2.44it/s]\nEpoch 0: |          | 2969/? [20:15<00:00,  2.44it/s]\nEpoch 0: |          | 2969/? [20:15<00:00,  2.44it/s]\nEpoch 0: |          | 2970/? [20:15<00:00,  2.44it/s]\nEpoch 0: |          | 2970/? [20:15<00:00,  2.44it/s]\nEpoch 0: |          | 2971/? [20:15<00:00,  2.44it/s]\nEpoch 0: |          | 2971/? [20:15<00:00,  2.44it/s]\nEpoch 0: |          | 2972/? [20:16<00:00,  2.44it/s]\nEpoch 0: |          | 2972/? [20:16<00:00,  2.44it/s]\nEpoch 0: |          | 2973/? [20:16<00:00,  2.44it/s]\nEpoch 0: |          | 2973/? [20:16<00:00,  2.44it/s]\nEpoch 0: |          | 2974/? [20:17<00:00,  2.44it/s]\nEpoch 0: |          | 2974/? [20:17<00:00,  2.44it/s]\nEpoch 0: |          | 2975/? [20:17<00:00,  2.44it/s]\nEpoch 0: |          | 2975/? [20:17<00:00,  2.44it/s]\nEpoch 0: |          | 2976/? [20:17<00:00,  2.44it/s]\nEpoch 0: |          | 2976/? [20:17<00:00,  2.44it/s]\nEpoch 0: |          | 2977/? [20:18<00:00,  2.44it/s]\nEpoch 0: |          | 2977/? [20:18<00:00,  2.44it/s]\nEpoch 0: |          | 2978/? [20:18<00:00,  2.44it/s]\nEpoch 0: |          | 2978/? [20:18<00:00,  2.44it/s]\nEpoch 0: |          | 2979/? [20:18<00:00,  2.44it/s]\nEpoch 0: |          | 2979/? [20:18<00:00,  2.44it/s]\nEpoch 0: |          | 2980/? [20:19<00:00,  2.44it/s]\nEpoch 0: |          | 2980/? [20:19<00:00,  2.44it/s]\nEpoch 0: |          | 2981/? [20:19<00:00,  2.44it/s]\nEpoch 0: |          | 2981/? [20:19<00:00,  2.44it/s]\nEpoch 0: |          | 2982/? [20:20<00:00,  2.44it/s]\nEpoch 0: |          | 2982/? [20:20<00:00,  2.44it/s]\nEpoch 0: |          | 2983/? [20:20<00:00,  2.44it/s]\nEpoch 0: |          | 2983/? [20:20<00:00,  2.44it/s]\nEpoch 0: |          | 2984/? [20:20<00:00,  2.44it/s]\nEpoch 0: |          | 2984/? [20:20<00:00,  2.44it/s]\nEpoch 0: |          | 2985/? [20:21<00:00,  2.44it/s]\nEpoch 0: |          | 2985/? [20:21<00:00,  2.44it/s]\nEpoch 0: |          | 2986/? [20:21<00:00,  2.44it/s]\nEpoch 0: |          | 2986/? [20:21<00:00,  2.44it/s]\nEpoch 0: |          | 2987/? [20:21<00:00,  2.44it/s]\nEpoch 0: |          | 2987/? [20:21<00:00,  2.44it/s]\nEpoch 0: |          | 2988/? [20:22<00:00,  2.44it/s]\nEpoch 0: |          | 2988/? [20:22<00:00,  2.44it/s]\nEpoch 0: |          | 2989/? [20:22<00:00,  2.44it/s]\nEpoch 0: |          | 2989/? [20:22<00:00,  2.44it/s]\nEpoch 0: |          | 2990/? [20:23<00:00,  2.44it/s]\nEpoch 0: |          | 2990/? [20:23<00:00,  2.44it/s]\nEpoch 0: |          | 2991/? [20:23<00:00,  2.44it/s]\nEpoch 0: |          | 2991/? [20:23<00:00,  2.44it/s]\nEpoch 0: |          | 2992/? [20:23<00:00,  2.44it/s]\nEpoch 0: |          | 2992/? [20:23<00:00,  2.44it/s]\nEpoch 0: |          | 2993/? [20:24<00:00,  2.44it/s]\nEpoch 0: |          | 2993/? [20:24<00:00,  2.44it/s]\nEpoch 0: |          | 2994/? [20:24<00:00,  2.44it/s]\nEpoch 0: |          | 2994/? [20:24<00:00,  2.44it/s]\nEpoch 0: |          | 2995/? [20:25<00:00,  2.44it/s]\nEpoch 0: |          | 2995/? [20:25<00:00,  2.44it/s]\nEpoch 0: |          | 2996/? [20:25<00:00,  2.44it/s]\nEpoch 0: |          | 2996/? [20:25<00:00,  2.44it/s]\nEpoch 0: |          | 2997/? [20:25<00:00,  2.45it/s]\nEpoch 0: |          | 2997/? [20:25<00:00,  2.45it/s]\nEpoch 0: |          | 2998/? [20:26<00:00,  2.45it/s]\nEpoch 0: |          | 2998/? [20:26<00:00,  2.45it/s]\nEpoch 0: |          | 2999/? [20:26<00:00,  2.45it/s]\nEpoch 0: |          | 2999/? [20:26<00:00,  2.45it/s]\nEpoch 0: |          | 3000/? [20:26<00:00,  2.45it/s]\nEpoch 0: |          | 3000/? [20:26<00:00,  2.45it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.79it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.03it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.93it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.06it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 3000/? [20:27<00:00,  2.44it/s]\nEpoch 0: |          | 3001/? [20:27<00:00,  2.44it/s]\nEpoch 0: |          | 3001/? [20:27<00:00,  2.44it/s]\nEpoch 0: |          | 3002/? [20:28<00:00,  2.44it/s]\nEpoch 0: |          | 3002/? [20:28<00:00,  2.44it/s]\nEpoch 0: |          | 3003/? [20:28<00:00,  2.44it/s]\nEpoch 0: |          | 3003/? [20:28<00:00,  2.44it/s]\nEpoch 0: |          | 3004/? [20:28<00:00,  2.44it/s]\nEpoch 0: |          | 3004/? [20:28<00:00,  2.44it/s]\nEpoch 0: |          | 3005/? [20:29<00:00,  2.44it/s]\nEpoch 0: |          | 3005/? [20:29<00:00,  2.44it/s]\nEpoch 0: |          | 3006/? [20:29<00:00,  2.44it/s]\nEpoch 0: |          | 3006/? [20:29<00:00,  2.44it/s]\nEpoch 0: |          | 3007/? [20:30<00:00,  2.44it/s]\nEpoch 0: |          | 3007/? [20:30<00:00,  2.44it/s]\nEpoch 0: |          | 3008/? [20:30<00:00,  2.44it/s]\nEpoch 0: |          | 3008/? [20:30<00:00,  2.44it/s]\nEpoch 0: |          | 3009/? [20:30<00:00,  2.44it/s]\nEpoch 0: |          | 3009/? [20:30<00:00,  2.44it/s]\nEpoch 0: |          | 3010/? [20:31<00:00,  2.44it/s]\nEpoch 0: |          | 3010/? [20:31<00:00,  2.44it/s]\nEpoch 0: |          | 3011/? [20:31<00:00,  2.44it/s]\nEpoch 0: |          | 3011/? [20:31<00:00,  2.44it/s]\nEpoch 0: |          | 3012/? [20:31<00:00,  2.44it/s]\nEpoch 0: |          | 3012/? [20:31<00:00,  2.44it/s]\nEpoch 0: |          | 3013/? [20:32<00:00,  2.44it/s]\nEpoch 0: |          | 3013/? [20:32<00:00,  2.44it/s]\nEpoch 0: |          | 3014/? [20:32<00:00,  2.45it/s]\nEpoch 0: |          | 3014/? [20:32<00:00,  2.45it/s]\nEpoch 0: |          | 3015/? [20:33<00:00,  2.45it/s]\nEpoch 0: |          | 3015/? [20:33<00:00,  2.45it/s]\nEpoch 0: |          | 3016/? [20:33<00:00,  2.45it/s]\nEpoch 0: |          | 3016/? [20:33<00:00,  2.45it/s]\nEpoch 0: |          | 3017/? [20:33<00:00,  2.45it/s]\nEpoch 0: |          | 3017/? [20:33<00:00,  2.45it/s]\nEpoch 0: |          | 3018/? [20:34<00:00,  2.45it/s]\nEpoch 0: |          | 3018/? [20:34<00:00,  2.45it/s]\nEpoch 0: |          | 3019/? [20:34<00:00,  2.45it/s]\nEpoch 0: |          | 3019/? [20:34<00:00,  2.45it/s]\nEpoch 0: |          | 3020/? [20:34<00:00,  2.45it/s]\nEpoch 0: |          | 3020/? [20:34<00:00,  2.45it/s]\nEpoch 0: |          | 3021/? [20:35<00:00,  2.45it/s]\nEpoch 0: |          | 3021/? [20:35<00:00,  2.45it/s]\nEpoch 0: |          | 3022/? [20:35<00:00,  2.45it/s]\nEpoch 0: |          | 3022/? [20:35<00:00,  2.45it/s]\nEpoch 0: |          | 3023/? [20:36<00:00,  2.45it/s]\nEpoch 0: |          | 3023/? [20:36<00:00,  2.45it/s]\nEpoch 0: |          | 3024/? [20:36<00:00,  2.45it/s]\nEpoch 0: |          | 3024/? [20:36<00:00,  2.45it/s]\nEpoch 0: |          | 3025/? [20:36<00:00,  2.45it/s]\nEpoch 0: |          | 3025/? [20:36<00:00,  2.45it/s]\nEpoch 0: |          | 3026/? [20:37<00:00,  2.45it/s]\nEpoch 0: |          | 3026/? [20:37<00:00,  2.45it/s]\nEpoch 0: |          | 3027/? [20:37<00:00,  2.45it/s]\nEpoch 0: |          | 3027/? [20:37<00:00,  2.45it/s]\nEpoch 0: |          | 3028/? [20:38<00:00,  2.45it/s]\nEpoch 0: |          | 3028/? [20:38<00:00,  2.45it/s]\nEpoch 0: |          | 3029/? [20:38<00:00,  2.45it/s]\nEpoch 0: |          | 3029/? [20:38<00:00,  2.45it/s]\nEpoch 0: |          | 3030/? [20:38<00:00,  2.45it/s]\nEpoch 0: |          | 3030/? [20:38<00:00,  2.45it/s]\nEpoch 0: |          | 3031/? [20:39<00:00,  2.45it/s]\nEpoch 0: |          | 3031/? [20:39<00:00,  2.45it/s]\nEpoch 0: |          | 3032/? [20:39<00:00,  2.45it/s]\nEpoch 0: |          | 3032/? [20:39<00:00,  2.45it/s]\nEpoch 0: |          | 3033/? [20:39<00:00,  2.45it/s]\nEpoch 0: |          | 3033/? [20:39<00:00,  2.45it/s]\nEpoch 0: |          | 3034/? [20:40<00:00,  2.45it/s]\nEpoch 0: |          | 3034/? [20:40<00:00,  2.45it/s]\nEpoch 0: |          | 3035/? [20:40<00:00,  2.45it/s]\nEpoch 0: |          | 3035/? [20:40<00:00,  2.45it/s]\nEpoch 0: |          | 3036/? [20:41<00:00,  2.45it/s]\nEpoch 0: |          | 3036/? [20:41<00:00,  2.45it/s]\nEpoch 0: |          | 3037/? [20:41<00:00,  2.45it/s]\nEpoch 0: |          | 3037/? [20:41<00:00,  2.45it/s]\nEpoch 0: |          | 3038/? [20:41<00:00,  2.45it/s]\nEpoch 0: |          | 3038/? [20:41<00:00,  2.45it/s]\nEpoch 0: |          | 3039/? [20:42<00:00,  2.45it/s]\nEpoch 0: |          | 3039/? [20:42<00:00,  2.45it/s]\nEpoch 0: |          | 3040/? [20:42<00:00,  2.45it/s]\nEpoch 0: |          | 3040/? [20:42<00:00,  2.45it/s]\nEpoch 0: |          | 3041/? [20:42<00:00,  2.45it/s]\nEpoch 0: |          | 3041/? [20:42<00:00,  2.45it/s]\nEpoch 0: |          | 3042/? [20:43<00:00,  2.45it/s]\nEpoch 0: |          | 3042/? [20:43<00:00,  2.45it/s]\nEpoch 0: |          | 3043/? [20:43<00:00,  2.45it/s]\nEpoch 0: |          | 3043/? [20:43<00:00,  2.45it/s]\nEpoch 0: |          | 3044/? [20:44<00:00,  2.45it/s]\nEpoch 0: |          | 3044/? [20:44<00:00,  2.45it/s]\nEpoch 0: |          | 3045/? [20:44<00:00,  2.45it/s]\nEpoch 0: |          | 3045/? [20:44<00:00,  2.45it/s]\nEpoch 0: |          | 3046/? [20:44<00:00,  2.45it/s]\nEpoch 0: |          | 3046/? [20:44<00:00,  2.45it/s]\nEpoch 0: |          | 3047/? [20:45<00:00,  2.45it/s]\nEpoch 0: |          | 3047/? [20:45<00:00,  2.45it/s]\nEpoch 0: |          | 3048/? [20:45<00:00,  2.45it/s]\nEpoch 0: |          | 3048/? [20:45<00:00,  2.45it/s]\nEpoch 0: |          | 3049/? [20:45<00:00,  2.45it/s]\nEpoch 0: |          | 3049/? [20:45<00:00,  2.45it/s]\nEpoch 0: |          | 3050/? [20:46<00:00,  2.45it/s]\nEpoch 0: |          | 3050/? [20:46<00:00,  2.45it/s]\nEpoch 0: |          | 3051/? [20:46<00:00,  2.45it/s]\nEpoch 0: |          | 3051/? [20:46<00:00,  2.45it/s]\nEpoch 0: |          | 3052/? [20:47<00:00,  2.45it/s]\nEpoch 0: |          | 3052/? [20:47<00:00,  2.45it/s]\nEpoch 0: |          | 3053/? [20:47<00:00,  2.45it/s]\nEpoch 0: |          | 3053/? [20:47<00:00,  2.45it/s]\nEpoch 0: |          | 3054/? [20:47<00:00,  2.45it/s]\nEpoch 0: |          | 3054/? [20:47<00:00,  2.45it/s]\nEpoch 0: |          | 3055/? [20:48<00:00,  2.45it/s]\nEpoch 0: |          | 3055/? [20:48<00:00,  2.45it/s]\nEpoch 0: |          | 3056/? [20:48<00:00,  2.45it/s]\nEpoch 0: |          | 3056/? [20:48<00:00,  2.45it/s]\nEpoch 0: |          | 3057/? [20:48<00:00,  2.45it/s]\nEpoch 0: |          | 3057/? [20:48<00:00,  2.45it/s]\nEpoch 0: |          | 3058/? [20:49<00:00,  2.45it/s]\nEpoch 0: |          | 3058/? [20:49<00:00,  2.45it/s]\nEpoch 0: |          | 3059/? [20:49<00:00,  2.45it/s]\nEpoch 0: |          | 3059/? [20:49<00:00,  2.45it/s]\nEpoch 0: |          | 3060/? [20:50<00:00,  2.45it/s]\nEpoch 0: |          | 3060/? [20:50<00:00,  2.45it/s]\nEpoch 0: |          | 3061/? [20:50<00:00,  2.45it/s]\nEpoch 0: |          | 3061/? [20:50<00:00,  2.45it/s]\nEpoch 0: |          | 3062/? [20:50<00:00,  2.45it/s]\nEpoch 0: |          | 3062/? [20:50<00:00,  2.45it/s]\nEpoch 0: |          | 3063/? [20:51<00:00,  2.45it/s]\nEpoch 0: |          | 3063/? [20:51<00:00,  2.45it/s]\nEpoch 0: |          | 3064/? [20:51<00:00,  2.45it/s]\nEpoch 0: |          | 3064/? [20:51<00:00,  2.45it/s]\nEpoch 0: |          | 3065/? [20:51<00:00,  2.45it/s]\nEpoch 0: |          | 3065/? [20:51<00:00,  2.45it/s]\nEpoch 0: |          | 3066/? [20:52<00:00,  2.45it/s]\nEpoch 0: |          | 3066/? [20:52<00:00,  2.45it/s]\nEpoch 0: |          | 3067/? [20:52<00:00,  2.45it/s]\nEpoch 0: |          | 3067/? [20:52<00:00,  2.45it/s]\nEpoch 0: |          | 3068/? [20:53<00:00,  2.45it/s]\nEpoch 0: |          | 3068/? [20:53<00:00,  2.45it/s]\nEpoch 0: |          | 3069/? [20:53<00:00,  2.45it/s]\nEpoch 0: |          | 3069/? [20:53<00:00,  2.45it/s]\nEpoch 0: |          | 3070/? [20:53<00:00,  2.45it/s]\nEpoch 0: |          | 3070/? [20:53<00:00,  2.45it/s]\nEpoch 0: |          | 3071/? [20:54<00:00,  2.45it/s]\nEpoch 0: |          | 3071/? [20:54<00:00,  2.45it/s]\nEpoch 0: |          | 3072/? [20:54<00:00,  2.45it/s]\nEpoch 0: |          | 3072/? [20:54<00:00,  2.45it/s]\nEpoch 0: |          | 3073/? [20:55<00:00,  2.45it/s]\nEpoch 0: |          | 3073/? [20:55<00:00,  2.45it/s]\nEpoch 0: |          | 3074/? [20:55<00:00,  2.45it/s]\nEpoch 0: |          | 3074/? [20:55<00:00,  2.45it/s]\nEpoch 0: |          | 3075/? [20:55<00:00,  2.45it/s]\nEpoch 0: |          | 3075/? [20:55<00:00,  2.45it/s]\nEpoch 0: |          | 3076/? [20:56<00:00,  2.45it/s]\nEpoch 0: |          | 3076/? [20:56<00:00,  2.45it/s]\nEpoch 0: |          | 3077/? [20:56<00:00,  2.45it/s]\nEpoch 0: |          | 3077/? [20:56<00:00,  2.45it/s]\nEpoch 0: |          | 3078/? [20:56<00:00,  2.45it/s]\nEpoch 0: |          | 3078/? [20:56<00:00,  2.45it/s]\nEpoch 0: |          | 3079/? [20:57<00:00,  2.45it/s]\nEpoch 0: |          | 3079/? [20:57<00:00,  2.45it/s]\nEpoch 0: |          | 3080/? [20:57<00:00,  2.45it/s]\nEpoch 0: |          | 3080/? [20:57<00:00,  2.45it/s]\nEpoch 0: |          | 3081/? [20:58<00:00,  2.45it/s]\nEpoch 0: |          | 3081/? [20:58<00:00,  2.45it/s]\nEpoch 0: |          | 3082/? [20:58<00:00,  2.45it/s]\nEpoch 0: |          | 3082/? [20:58<00:00,  2.45it/s]\nEpoch 0: |          | 3083/? [20:58<00:00,  2.45it/s]\nEpoch 0: |          | 3083/? [20:58<00:00,  2.45it/s]\nEpoch 0: |          | 3084/? [20:59<00:00,  2.45it/s]\nEpoch 0: |          | 3084/? [20:59<00:00,  2.45it/s]\nEpoch 0: |          | 3085/? [20:59<00:00,  2.45it/s]\nEpoch 0: |          | 3085/? [20:59<00:00,  2.45it/s]\nEpoch 0: |          | 3086/? [20:59<00:00,  2.45it/s]\nEpoch 0: |          | 3086/? [20:59<00:00,  2.45it/s]\nEpoch 0: |          | 3087/? [21:00<00:00,  2.45it/s]\nEpoch 0: |          | 3087/? [21:00<00:00,  2.45it/s]\nEpoch 0: |          | 3088/? [21:00<00:00,  2.45it/s]\nEpoch 0: |          | 3088/? [21:00<00:00,  2.45it/s]\nEpoch 0: |          | 3089/? [21:01<00:00,  2.45it/s]\nEpoch 0: |          | 3089/? [21:01<00:00,  2.45it/s]\nEpoch 0: |          | 3090/? [21:01<00:00,  2.45it/s]\nEpoch 0: |          | 3090/? [21:01<00:00,  2.45it/s]\nEpoch 0: |          | 3091/? [21:01<00:00,  2.45it/s]\nEpoch 0: |          | 3091/? [21:01<00:00,  2.45it/s]\nEpoch 0: |          | 3092/? [21:02<00:00,  2.45it/s]\nEpoch 0: |          | 3092/? [21:02<00:00,  2.45it/s]\nEpoch 0: |          | 3093/? [21:02<00:00,  2.45it/s]\nEpoch 0: |          | 3093/? [21:02<00:00,  2.45it/s]\nEpoch 0: |          | 3094/? [21:02<00:00,  2.45it/s]\nEpoch 0: |          | 3094/? [21:02<00:00,  2.45it/s]\nEpoch 0: |          | 3095/? [21:03<00:00,  2.45it/s]\nEpoch 0: |          | 3095/? [21:03<00:00,  2.45it/s]\nEpoch 0: |          | 3096/? [21:03<00:00,  2.45it/s]\nEpoch 0: |          | 3096/? [21:03<00:00,  2.45it/s]\nEpoch 0: |          | 3097/? [21:04<00:00,  2.45it/s]\nEpoch 0: |          | 3097/? [21:04<00:00,  2.45it/s]\nEpoch 0: |          | 3098/? [21:04<00:00,  2.45it/s]\nEpoch 0: |          | 3098/? [21:04<00:00,  2.45it/s]\nEpoch 0: |          | 3099/? [21:04<00:00,  2.45it/s]\nEpoch 0: |          | 3099/? [21:04<00:00,  2.45it/s]\nEpoch 0: |          | 3100/? [21:05<00:00,  2.45it/s]\nEpoch 0: |          | 3100/? [21:05<00:00,  2.45it/s]\nEpoch 0: |          | 3101/? [21:05<00:00,  2.45it/s]\nEpoch 0: |          | 3101/? [21:05<00:00,  2.45it/s]\nEpoch 0: |          | 3102/? [21:05<00:00,  2.45it/s]\nEpoch 0: |          | 3102/? [21:05<00:00,  2.45it/s]\nEpoch 0: |          | 3103/? [21:06<00:00,  2.45it/s]\nEpoch 0: |          | 3103/? [21:06<00:00,  2.45it/s]\nEpoch 0: |          | 3104/? [21:06<00:00,  2.45it/s]\nEpoch 0: |          | 3104/? [21:06<00:00,  2.45it/s]\nEpoch 0: |          | 3105/? [21:07<00:00,  2.45it/s]\nEpoch 0: |          | 3105/? [21:07<00:00,  2.45it/s]\nEpoch 0: |          | 3106/? [21:07<00:00,  2.45it/s]\nEpoch 0: |          | 3106/? [21:07<00:00,  2.45it/s]\nEpoch 0: |          | 3107/? [21:07<00:00,  2.45it/s]\nEpoch 0: |          | 3107/? [21:07<00:00,  2.45it/s]\nEpoch 0: |          | 3108/? [21:08<00:00,  2.45it/s]\nEpoch 0: |          | 3108/? [21:08<00:00,  2.45it/s]\nEpoch 0: |          | 3109/? [21:08<00:00,  2.45it/s]\nEpoch 0: |          | 3109/? [21:08<00:00,  2.45it/s]\nEpoch 0: |          | 3110/? [21:08<00:00,  2.45it/s]\nEpoch 0: |          | 3110/? [21:08<00:00,  2.45it/s]\nEpoch 0: |          | 3111/? [21:09<00:00,  2.45it/s]\nEpoch 0: |          | 3111/? [21:09<00:00,  2.45it/s]\nEpoch 0: |          | 3112/? [21:09<00:00,  2.45it/s]\nEpoch 0: |          | 3112/? [21:09<00:00,  2.45it/s]\nEpoch 0: |          | 3113/? [21:10<00:00,  2.45it/s]\nEpoch 0: |          | 3113/? [21:10<00:00,  2.45it/s]\nEpoch 0: |          | 3114/? [21:10<00:00,  2.45it/s]\nEpoch 0: |          | 3114/? [21:10<00:00,  2.45it/s]\nEpoch 0: |          | 3115/? [21:10<00:00,  2.45it/s]\nEpoch 0: |          | 3115/? [21:10<00:00,  2.45it/s]\nEpoch 0: |          | 3116/? [21:11<00:00,  2.45it/s]\nEpoch 0: |          | 3116/? [21:11<00:00,  2.45it/s]\nEpoch 0: |          | 3117/? [21:11<00:00,  2.45it/s]\nEpoch 0: |          | 3117/? [21:11<00:00,  2.45it/s]\nEpoch 0: |          | 3118/? [21:11<00:00,  2.45it/s]\nEpoch 0: |          | 3118/? [21:11<00:00,  2.45it/s]\nEpoch 0: |          | 3119/? [21:12<00:00,  2.45it/s]\nEpoch 0: |          | 3119/? [21:12<00:00,  2.45it/s]\nEpoch 0: |          | 3120/? [21:12<00:00,  2.45it/s]\nEpoch 0: |          | 3120/? [21:12<00:00,  2.45it/s]\nEpoch 0: |          | 3121/? [21:13<00:00,  2.45it/s]\nEpoch 0: |          | 3121/? [21:13<00:00,  2.45it/s]\nEpoch 0: |          | 3122/? [21:13<00:00,  2.45it/s]\nEpoch 0: |          | 3122/? [21:13<00:00,  2.45it/s]\nEpoch 0: |          | 3123/? [21:13<00:00,  2.45it/s]\nEpoch 0: |          | 3123/? [21:13<00:00,  2.45it/s]\nEpoch 0: |          | 3124/? [21:14<00:00,  2.45it/s]\nEpoch 0: |          | 3124/? [21:14<00:00,  2.45it/s]\nEpoch 0: |          | 3125/? [21:14<00:00,  2.45it/s]\nEpoch 0: |          | 3125/? [21:14<00:00,  2.45it/s]\nEpoch 0: |          | 3126/? [21:15<00:00,  2.45it/s]\nEpoch 0: |          | 3126/? [21:15<00:00,  2.45it/s]\nEpoch 0: |          | 3127/? [21:15<00:00,  2.45it/s]\nEpoch 0: |          | 3127/? [21:15<00:00,  2.45it/s]\nEpoch 0: |          | 3128/? [21:15<00:00,  2.45it/s]\nEpoch 0: |          | 3128/? [21:15<00:00,  2.45it/s]\nEpoch 0: |          | 3129/? [21:16<00:00,  2.45it/s]\nEpoch 0: |          | 3129/? [21:16<00:00,  2.45it/s]\nEpoch 0: |          | 3130/? [21:16<00:00,  2.45it/s]\nEpoch 0: |          | 3130/? [21:16<00:00,  2.45it/s]\nEpoch 0: |          | 3131/? [21:16<00:00,  2.45it/s]\nEpoch 0: |          | 3131/? [21:16<00:00,  2.45it/s]\nEpoch 0: |          | 3132/? [21:17<00:00,  2.45it/s]\nEpoch 0: |          | 3132/? [21:17<00:00,  2.45it/s]\nEpoch 0: |          | 3133/? [21:17<00:00,  2.45it/s]\nEpoch 0: |          | 3133/? [21:17<00:00,  2.45it/s]\nEpoch 0: |          | 3134/? [21:18<00:00,  2.45it/s]\nEpoch 0: |          | 3134/? [21:18<00:00,  2.45it/s]\nEpoch 0: |          | 3135/? [21:18<00:00,  2.45it/s]\nEpoch 0: |          | 3135/? [21:18<00:00,  2.45it/s]\nEpoch 0: |          | 3136/? [21:18<00:00,  2.45it/s]\nEpoch 0: |          | 3136/? [21:18<00:00,  2.45it/s]\nEpoch 0: |          | 3137/? [21:19<00:00,  2.45it/s]\nEpoch 0: |          | 3137/? [21:19<00:00,  2.45it/s]\nEpoch 0: |          | 3138/? [21:19<00:00,  2.45it/s]\nEpoch 0: |          | 3138/? [21:19<00:00,  2.45it/s]\nEpoch 0: |          | 3139/? [21:19<00:00,  2.45it/s]\nEpoch 0: |          | 3139/? [21:19<00:00,  2.45it/s]\nEpoch 0: |          | 3140/? [21:20<00:00,  2.45it/s]\nEpoch 0: |          | 3140/? [21:20<00:00,  2.45it/s]\nEpoch 0: |          | 3141/? [21:20<00:00,  2.45it/s]\nEpoch 0: |          | 3141/? [21:20<00:00,  2.45it/s]\nEpoch 0: |          | 3142/? [21:21<00:00,  2.45it/s]\nEpoch 0: |          | 3142/? [21:21<00:00,  2.45it/s]\nEpoch 0: |          | 3143/? [21:21<00:00,  2.45it/s]\nEpoch 0: |          | 3143/? [21:21<00:00,  2.45it/s]\nEpoch 0: |          | 3144/? [21:21<00:00,  2.45it/s]\nEpoch 0: |          | 3144/? [21:21<00:00,  2.45it/s]\nEpoch 0: |          | 3145/? [21:22<00:00,  2.45it/s]\nEpoch 0: |          | 3145/? [21:22<00:00,  2.45it/s]\nEpoch 0: |          | 3146/? [21:22<00:00,  2.45it/s]\nEpoch 0: |          | 3146/? [21:22<00:00,  2.45it/s]\nEpoch 0: |          | 3147/? [21:22<00:00,  2.45it/s]\nEpoch 0: |          | 3147/? [21:22<00:00,  2.45it/s]\nEpoch 0: |          | 3148/? [21:23<00:00,  2.45it/s]\nEpoch 0: |          | 3148/? [21:23<00:00,  2.45it/s]\nEpoch 0: |          | 3149/? [21:23<00:00,  2.45it/s]\nEpoch 0: |          | 3149/? [21:23<00:00,  2.45it/s]\nEpoch 0: |          | 3150/? [21:24<00:00,  2.45it/s]\nEpoch 0: |          | 3150/? [21:24<00:00,  2.45it/s]\nEpoch 0: |          | 3151/? [21:24<00:00,  2.45it/s]\nEpoch 0: |          | 3151/? [21:24<00:00,  2.45it/s]\nEpoch 0: |          | 3152/? [21:24<00:00,  2.45it/s]\nEpoch 0: |          | 3152/? [21:24<00:00,  2.45it/s]\nEpoch 0: |          | 3153/? [21:25<00:00,  2.45it/s]\nEpoch 0: |          | 3153/? [21:25<00:00,  2.45it/s]\nEpoch 0: |          | 3154/? [21:25<00:00,  2.45it/s]\nEpoch 0: |          | 3154/? [21:25<00:00,  2.45it/s]\nEpoch 0: |          | 3155/? [21:25<00:00,  2.45it/s]\nEpoch 0: |          | 3155/? [21:25<00:00,  2.45it/s]\nEpoch 0: |          | 3156/? [21:26<00:00,  2.45it/s]\nEpoch 0: |          | 3156/? [21:26<00:00,  2.45it/s]\nEpoch 0: |          | 3157/? [21:26<00:00,  2.45it/s]\nEpoch 0: |          | 3157/? [21:26<00:00,  2.45it/s]\nEpoch 0: |          | 3158/? [21:27<00:00,  2.45it/s]\nEpoch 0: |          | 3158/? [21:27<00:00,  2.45it/s]\nEpoch 0: |          | 3159/? [21:27<00:00,  2.45it/s]\nEpoch 0: |          | 3159/? [21:27<00:00,  2.45it/s]\nEpoch 0: |          | 3160/? [21:27<00:00,  2.45it/s]\nEpoch 0: |          | 3160/? [21:27<00:00,  2.45it/s]\nEpoch 0: |          | 3161/? [21:28<00:00,  2.45it/s]\nEpoch 0: |          | 3161/? [21:28<00:00,  2.45it/s]\nEpoch 0: |          | 3162/? [21:28<00:00,  2.45it/s]\nEpoch 0: |          | 3162/? [21:28<00:00,  2.45it/s]\nEpoch 0: |          | 3163/? [21:28<00:00,  2.45it/s]\nEpoch 0: |          | 3163/? [21:29<00:00,  2.45it/s]\nEpoch 0: |          | 3164/? [21:29<00:00,  2.45it/s]\nEpoch 0: |          | 3164/? [21:29<00:00,  2.45it/s]\nEpoch 0: |          | 3165/? [21:29<00:00,  2.45it/s]\nEpoch 0: |          | 3165/? [21:29<00:00,  2.45it/s]\nEpoch 0: |          | 3166/? [21:30<00:00,  2.45it/s]\nEpoch 0: |          | 3166/? [21:30<00:00,  2.45it/s]\nEpoch 0: |          | 3167/? [21:30<00:00,  2.45it/s]\nEpoch 0: |          | 3167/? [21:30<00:00,  2.45it/s]\nEpoch 0: |          | 3168/? [21:30<00:00,  2.45it/s]\nEpoch 0: |          | 3168/? [21:30<00:00,  2.45it/s]\nEpoch 0: |          | 3169/? [21:31<00:00,  2.45it/s]\nEpoch 0: |          | 3169/? [21:31<00:00,  2.45it/s]\nEpoch 0: |          | 3170/? [21:31<00:00,  2.45it/s]\nEpoch 0: |          | 3170/? [21:31<00:00,  2.45it/s]\nEpoch 0: |          | 3171/? [21:32<00:00,  2.45it/s]\nEpoch 0: |          | 3171/? [21:32<00:00,  2.45it/s]\nEpoch 0: |          | 3172/? [21:32<00:00,  2.45it/s]\nEpoch 0: |          | 3172/? [21:32<00:00,  2.45it/s]\nEpoch 0: |          | 3173/? [21:32<00:00,  2.45it/s]\nEpoch 0: |          | 3173/? [21:32<00:00,  2.45it/s]\nEpoch 0: |          | 3174/? [21:33<00:00,  2.45it/s]\nEpoch 0: |          | 3174/? [21:33<00:00,  2.45it/s]\nEpoch 0: |          | 3175/? [21:33<00:00,  2.45it/s]\nEpoch 0: |          | 3175/? [21:33<00:00,  2.45it/s]\nEpoch 0: |          | 3176/? [21:33<00:00,  2.45it/s]\nEpoch 0: |          | 3176/? [21:33<00:00,  2.45it/s]\nEpoch 0: |          | 3177/? [21:34<00:00,  2.45it/s]\nEpoch 0: |          | 3177/? [21:34<00:00,  2.45it/s]\nEpoch 0: |          | 3178/? [21:34<00:00,  2.45it/s]\nEpoch 0: |          | 3178/? [21:34<00:00,  2.45it/s]\nEpoch 0: |          | 3179/? [21:35<00:00,  2.45it/s]\nEpoch 0: |          | 3179/? [21:35<00:00,  2.45it/s]\nEpoch 0: |          | 3180/? [21:35<00:00,  2.45it/s]\nEpoch 0: |          | 3180/? [21:35<00:00,  2.45it/s]\nEpoch 0: |          | 3181/? [21:35<00:00,  2.45it/s]\nEpoch 0: |          | 3181/? [21:35<00:00,  2.45it/s]\nEpoch 0: |          | 3182/? [21:36<00:00,  2.45it/s]\nEpoch 0: |          | 3182/? [21:36<00:00,  2.45it/s]\nEpoch 0: |          | 3183/? [21:36<00:00,  2.45it/s]\nEpoch 0: |          | 3183/? [21:36<00:00,  2.45it/s]\nEpoch 0: |          | 3184/? [21:36<00:00,  2.45it/s]\nEpoch 0: |          | 3184/? [21:36<00:00,  2.45it/s]\nEpoch 0: |          | 3185/? [21:37<00:00,  2.46it/s]\nEpoch 0: |          | 3185/? [21:37<00:00,  2.46it/s]\nEpoch 0: |          | 3186/? [21:37<00:00,  2.46it/s]\nEpoch 0: |          | 3186/? [21:37<00:00,  2.46it/s]\nEpoch 0: |          | 3187/? [21:38<00:00,  2.46it/s]\nEpoch 0: |          | 3187/? [21:38<00:00,  2.46it/s]\nEpoch 0: |          | 3188/? [21:38<00:00,  2.46it/s]\nEpoch 0: |          | 3188/? [21:38<00:00,  2.46it/s]\nEpoch 0: |          | 3189/? [21:38<00:00,  2.46it/s]\nEpoch 0: |          | 3189/? [21:38<00:00,  2.46it/s]\nEpoch 0: |          | 3190/? [21:39<00:00,  2.46it/s]\nEpoch 0: |          | 3190/? [21:39<00:00,  2.46it/s]\nEpoch 0: |          | 3191/? [21:39<00:00,  2.46it/s]\nEpoch 0: |          | 3191/? [21:39<00:00,  2.46it/s]\nEpoch 0: |          | 3192/? [21:39<00:00,  2.46it/s]\nEpoch 0: |          | 3192/? [21:39<00:00,  2.46it/s]\nEpoch 0: |          | 3193/? [21:40<00:00,  2.46it/s]\nEpoch 0: |          | 3193/? [21:40<00:00,  2.46it/s]\nEpoch 0: |          | 3194/? [21:40<00:00,  2.46it/s]\nEpoch 0: |          | 3194/? [21:40<00:00,  2.46it/s]\nEpoch 0: |          | 3195/? [21:41<00:00,  2.46it/s]\nEpoch 0: |          | 3195/? [21:41<00:00,  2.46it/s]\nEpoch 0: |          | 3196/? [21:41<00:00,  2.46it/s]\nEpoch 0: |          | 3196/? [21:41<00:00,  2.46it/s]\nEpoch 0: |          | 3197/? [21:41<00:00,  2.46it/s]\nEpoch 0: |          | 3197/? [21:41<00:00,  2.46it/s]\nEpoch 0: |          | 3198/? [21:42<00:00,  2.46it/s]\nEpoch 0: |          | 3198/? [21:42<00:00,  2.46it/s]\nEpoch 0: |          | 3199/? [21:42<00:00,  2.46it/s]\nEpoch 0: |          | 3199/? [21:42<00:00,  2.46it/s]\nEpoch 0: |          | 3200/? [21:42<00:00,  2.46it/s]\nEpoch 0: |          | 3200/? [21:42<00:00,  2.46it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.77it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.03it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.97it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.07it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 3200/? [21:43<00:00,  2.45it/s]\nEpoch 0: |          | 3201/? [21:43<00:00,  2.45it/s]\nEpoch 0: |          | 3201/? [21:43<00:00,  2.45it/s]\nEpoch 0: |          | 3202/? [21:44<00:00,  2.46it/s]\nEpoch 0: |          | 3202/? [21:44<00:00,  2.46it/s]\nEpoch 0: |          | 3203/? [21:44<00:00,  2.46it/s]\nEpoch 0: |          | 3203/? [21:44<00:00,  2.46it/s]\nEpoch 0: |          | 3204/? [21:45<00:00,  2.46it/s]\nEpoch 0: |          | 3204/? [21:45<00:00,  2.46it/s]\nEpoch 0: |          | 3205/? [21:45<00:00,  2.46it/s]\nEpoch 0: |          | 3205/? [21:45<00:00,  2.46it/s]\nEpoch 0: |          | 3206/? [21:45<00:00,  2.46it/s]\nEpoch 0: |          | 3206/? [21:45<00:00,  2.46it/s]\nEpoch 0: |          | 3207/? [21:46<00:00,  2.46it/s]\nEpoch 0: |          | 3207/? [21:46<00:00,  2.46it/s]\nEpoch 0: |          | 3208/? [21:46<00:00,  2.46it/s]\nEpoch 0: |          | 3208/? [21:46<00:00,  2.46it/s]\nEpoch 0: |          | 3209/? [21:46<00:00,  2.46it/s]\nEpoch 0: |          | 3209/? [21:46<00:00,  2.46it/s]\nEpoch 0: |          | 3210/? [21:47<00:00,  2.46it/s]\nEpoch 0: |          | 3210/? [21:47<00:00,  2.46it/s]\nEpoch 0: |          | 3211/? [21:47<00:00,  2.46it/s]\nEpoch 0: |          | 3211/? [21:47<00:00,  2.46it/s]\nEpoch 0: |          | 3212/? [21:48<00:00,  2.46it/s]\nEpoch 0: |          | 3212/? [21:48<00:00,  2.46it/s]\nEpoch 0: |          | 3213/? [21:48<00:00,  2.46it/s]\nEpoch 0: |          | 3213/? [21:48<00:00,  2.46it/s]\nEpoch 0: |          | 3214/? [21:48<00:00,  2.46it/s]\nEpoch 0: |          | 3214/? [21:48<00:00,  2.46it/s]\nEpoch 0: |          | 3215/? [21:49<00:00,  2.46it/s]\nEpoch 0: |          | 3215/? [21:49<00:00,  2.46it/s]\nEpoch 0: |          | 3216/? [21:49<00:00,  2.46it/s]\nEpoch 0: |          | 3216/? [21:49<00:00,  2.46it/s]\nEpoch 0: |          | 3217/? [21:49<00:00,  2.46it/s]\nEpoch 0: |          | 3217/? [21:49<00:00,  2.46it/s]\nEpoch 0: |          | 3218/? [21:50<00:00,  2.46it/s]\nEpoch 0: |          | 3218/? [21:50<00:00,  2.46it/s]\nEpoch 0: |          | 3219/? [21:50<00:00,  2.46it/s]\nEpoch 0: |          | 3219/? [21:50<00:00,  2.46it/s]\nEpoch 0: |          | 3220/? [21:51<00:00,  2.46it/s]\nEpoch 0: |          | 3220/? [21:51<00:00,  2.46it/s]\nEpoch 0: |          | 3221/? [21:51<00:00,  2.46it/s]\nEpoch 0: |          | 3221/? [21:51<00:00,  2.46it/s]\nEpoch 0: |          | 3222/? [21:51<00:00,  2.46it/s]\nEpoch 0: |          | 3222/? [21:51<00:00,  2.46it/s]\nEpoch 0: |          | 3223/? [21:52<00:00,  2.46it/s]\nEpoch 0: |          | 3223/? [21:52<00:00,  2.46it/s]\nEpoch 0: |          | 3224/? [21:52<00:00,  2.46it/s]\nEpoch 0: |          | 3224/? [21:52<00:00,  2.46it/s]\nEpoch 0: |          | 3225/? [21:52<00:00,  2.46it/s]\nEpoch 0: |          | 3225/? [21:52<00:00,  2.46it/s]\nEpoch 0: |          | 3226/? [21:53<00:00,  2.46it/s]\nEpoch 0: |          | 3226/? [21:53<00:00,  2.46it/s]\nEpoch 0: |          | 3227/? [21:53<00:00,  2.46it/s]\nEpoch 0: |          | 3227/? [21:53<00:00,  2.46it/s]\nEpoch 0: |          | 3228/? [21:54<00:00,  2.46it/s]\nEpoch 0: |          | 3228/? [21:54<00:00,  2.46it/s]\nEpoch 0: |          | 3229/? [21:54<00:00,  2.46it/s]\nEpoch 0: |          | 3229/? [21:54<00:00,  2.46it/s]\nEpoch 0: |          | 3230/? [21:54<00:00,  2.46it/s]\nEpoch 0: |          | 3230/? [21:54<00:00,  2.46it/s]\nEpoch 0: |          | 3231/? [21:55<00:00,  2.46it/s]\nEpoch 0: |          | 3231/? [21:55<00:00,  2.46it/s]\nEpoch 0: |          | 3232/? [21:55<00:00,  2.46it/s]\nEpoch 0: |          | 3232/? [21:55<00:00,  2.46it/s]\nEpoch 0: |          | 3233/? [21:55<00:00,  2.46it/s]\nEpoch 0: |          | 3233/? [21:55<00:00,  2.46it/s]\nEpoch 0: |          | 3234/? [21:56<00:00,  2.46it/s]\nEpoch 0: |          | 3234/? [21:56<00:00,  2.46it/s]\nEpoch 0: |          | 3235/? [21:56<00:00,  2.46it/s]\nEpoch 0: |          | 3235/? [21:56<00:00,  2.46it/s]\nEpoch 0: |          | 3236/? [21:57<00:00,  2.46it/s]\nEpoch 0: |          | 3236/? [21:57<00:00,  2.46it/s]\nEpoch 0: |          | 3237/? [21:57<00:00,  2.46it/s]\nEpoch 0: |          | 3237/? [21:57<00:00,  2.46it/s]\nEpoch 0: |          | 3238/? [21:57<00:00,  2.46it/s]\nEpoch 0: |          | 3238/? [21:57<00:00,  2.46it/s]\nEpoch 0: |          | 3239/? [21:58<00:00,  2.46it/s]\nEpoch 0: |          | 3239/? [21:58<00:00,  2.46it/s]\nEpoch 0: |          | 3240/? [21:58<00:00,  2.46it/s]\nEpoch 0: |          | 3240/? [21:58<00:00,  2.46it/s]\nEpoch 0: |          | 3241/? [21:59<00:00,  2.46it/s]\nEpoch 0: |          | 3241/? [21:59<00:00,  2.46it/s]\nEpoch 0: |          | 3242/? [21:59<00:00,  2.46it/s]\nEpoch 0: |          | 3242/? [21:59<00:00,  2.46it/s]\nEpoch 0: |          | 3243/? [21:59<00:00,  2.46it/s]\nEpoch 0: |          | 3243/? [21:59<00:00,  2.46it/s]\nEpoch 0: |          | 3244/? [22:00<00:00,  2.46it/s]\nEpoch 0: |          | 3244/? [22:00<00:00,  2.46it/s]\nEpoch 0: |          | 3245/? [22:00<00:00,  2.46it/s]\nEpoch 0: |          | 3245/? [22:00<00:00,  2.46it/s]\nEpoch 0: |          | 3246/? [22:00<00:00,  2.46it/s]\nEpoch 0: |          | 3246/? [22:00<00:00,  2.46it/s]\nEpoch 0: |          | 3247/? [22:01<00:00,  2.46it/s]\nEpoch 0: |          | 3247/? [22:01<00:00,  2.46it/s]\nEpoch 0: |          | 3248/? [22:01<00:00,  2.46it/s]\nEpoch 0: |          | 3248/? [22:01<00:00,  2.46it/s]\nEpoch 0: |          | 3249/? [22:02<00:00,  2.46it/s]\nEpoch 0: |          | 3249/? [22:02<00:00,  2.46it/s]\nEpoch 0: |          | 3250/? [22:02<00:00,  2.46it/s]\nEpoch 0: |          | 3250/? [22:02<00:00,  2.46it/s]\nEpoch 0: |          | 3251/? [22:02<00:00,  2.46it/s]\nEpoch 0: |          | 3251/? [22:02<00:00,  2.46it/s]\nEpoch 0: |          | 3252/? [22:03<00:00,  2.46it/s]\nEpoch 0: |          | 3252/? [22:03<00:00,  2.46it/s]\nEpoch 0: |          | 3253/? [22:03<00:00,  2.46it/s]\nEpoch 0: |          | 3253/? [22:03<00:00,  2.46it/s]\nEpoch 0: |          | 3254/? [22:03<00:00,  2.46it/s]\nEpoch 0: |          | 3254/? [22:03<00:00,  2.46it/s]\nEpoch 0: |          | 3255/? [22:04<00:00,  2.46it/s]\nEpoch 0: |          | 3255/? [22:04<00:00,  2.46it/s]\nEpoch 0: |          | 3256/? [22:04<00:00,  2.46it/s]\nEpoch 0: |          | 3256/? [22:04<00:00,  2.46it/s]\nEpoch 0: |          | 3257/? [22:05<00:00,  2.46it/s]\nEpoch 0: |          | 3257/? [22:05<00:00,  2.46it/s]\nEpoch 0: |          | 3258/? [22:05<00:00,  2.46it/s]\nEpoch 0: |          | 3258/? [22:05<00:00,  2.46it/s]\nEpoch 0: |          | 3259/? [22:05<00:00,  2.46it/s]\nEpoch 0: |          | 3259/? [22:05<00:00,  2.46it/s]\nEpoch 0: |          | 3260/? [22:06<00:00,  2.46it/s]\nEpoch 0: |          | 3260/? [22:06<00:00,  2.46it/s]\nEpoch 0: |          | 3261/? [22:06<00:00,  2.46it/s]\nEpoch 0: |          | 3261/? [22:06<00:00,  2.46it/s]\nEpoch 0: |          | 3262/? [22:06<00:00,  2.46it/s]\nEpoch 0: |          | 3262/? [22:06<00:00,  2.46it/s]\nEpoch 0: |          | 3263/? [22:07<00:00,  2.46it/s]\nEpoch 0: |          | 3263/? [22:07<00:00,  2.46it/s]\nEpoch 0: |          | 3264/? [22:07<00:00,  2.46it/s]\nEpoch 0: |          | 3264/? [22:07<00:00,  2.46it/s]\nEpoch 0: |          | 3265/? [22:08<00:00,  2.46it/s]\nEpoch 0: |          | 3265/? [22:08<00:00,  2.46it/s]\nEpoch 0: |          | 3266/? [22:08<00:00,  2.46it/s]\nEpoch 0: |          | 3266/? [22:08<00:00,  2.46it/s]\nEpoch 0: |          | 3267/? [22:08<00:00,  2.46it/s]\nEpoch 0: |          | 3267/? [22:08<00:00,  2.46it/s]\nEpoch 0: |          | 3268/? [22:09<00:00,  2.46it/s]\nEpoch 0: |          | 3268/? [22:09<00:00,  2.46it/s]\nEpoch 0: |          | 3269/? [22:09<00:00,  2.46it/s]\nEpoch 0: |          | 3269/? [22:09<00:00,  2.46it/s]\nEpoch 0: |          | 3270/? [22:09<00:00,  2.46it/s]\nEpoch 0: |          | 3270/? [22:09<00:00,  2.46it/s]\nEpoch 0: |          | 3271/? [22:10<00:00,  2.46it/s]\nEpoch 0: |          | 3271/? [22:10<00:00,  2.46it/s]\nEpoch 0: |          | 3272/? [22:10<00:00,  2.46it/s]\nEpoch 0: |          | 3272/? [22:10<00:00,  2.46it/s]\nEpoch 0: |          | 3273/? [22:11<00:00,  2.46it/s]\nEpoch 0: |          | 3273/? [22:11<00:00,  2.46it/s]\nEpoch 0: |          | 3274/? [22:11<00:00,  2.46it/s]\nEpoch 0: |          | 3274/? [22:11<00:00,  2.46it/s]\nEpoch 0: |          | 3275/? [22:11<00:00,  2.46it/s]\nEpoch 0: |          | 3275/? [22:11<00:00,  2.46it/s]\nEpoch 0: |          | 3276/? [22:12<00:00,  2.46it/s]\nEpoch 0: |          | 3276/? [22:12<00:00,  2.46it/s]\nEpoch 0: |          | 3277/? [22:12<00:00,  2.46it/s]\nEpoch 0: |          | 3277/? [22:12<00:00,  2.46it/s]\nEpoch 0: |          | 3278/? [22:13<00:00,  2.46it/s]\nEpoch 0: |          | 3278/? [22:13<00:00,  2.46it/s]\nEpoch 0: |          | 3279/? [22:13<00:00,  2.46it/s]\nEpoch 0: |          | 3279/? [22:13<00:00,  2.46it/s]\nEpoch 0: |          | 3280/? [22:13<00:00,  2.46it/s]\nEpoch 0: |          | 3280/? [22:13<00:00,  2.46it/s]\nEpoch 0: |          | 3281/? [22:14<00:00,  2.46it/s]\nEpoch 0: |          | 3281/? [22:14<00:00,  2.46it/s]\nEpoch 0: |          | 3282/? [22:14<00:00,  2.46it/s]\nEpoch 0: |          | 3282/? [22:14<00:00,  2.46it/s]\nEpoch 0: |          | 3283/? [22:14<00:00,  2.46it/s]\nEpoch 0: |          | 3283/? [22:14<00:00,  2.46it/s]\nEpoch 0: |          | 3284/? [22:15<00:00,  2.46it/s]\nEpoch 0: |          | 3284/? [22:15<00:00,  2.46it/s]\nEpoch 0: |          | 3285/? [22:15<00:00,  2.46it/s]\nEpoch 0: |          | 3285/? [22:15<00:00,  2.46it/s]\nEpoch 0: |          | 3286/? [22:16<00:00,  2.46it/s]\nEpoch 0: |          | 3286/? [22:16<00:00,  2.46it/s]\nEpoch 0: |          | 3287/? [22:16<00:00,  2.46it/s]\nEpoch 0: |          | 3287/? [22:16<00:00,  2.46it/s]\nEpoch 0: |          | 3288/? [22:16<00:00,  2.46it/s]\nEpoch 0: |          | 3288/? [22:16<00:00,  2.46it/s]\nEpoch 0: |          | 3289/? [22:17<00:00,  2.46it/s]\nEpoch 0: |          | 3289/? [22:17<00:00,  2.46it/s]\nEpoch 0: |          | 3290/? [22:17<00:00,  2.46it/s]\nEpoch 0: |          | 3290/? [22:17<00:00,  2.46it/s]\nEpoch 0: |          | 3291/? [22:17<00:00,  2.46it/s]\nEpoch 0: |          | 3291/? [22:17<00:00,  2.46it/s]\nEpoch 0: |          | 3292/? [22:18<00:00,  2.46it/s]\nEpoch 0: |          | 3292/? [22:18<00:00,  2.46it/s]\nEpoch 0: |          | 3293/? [22:18<00:00,  2.46it/s]\nEpoch 0: |          | 3293/? [22:18<00:00,  2.46it/s]\nEpoch 0: |          | 3294/? [22:19<00:00,  2.46it/s]\nEpoch 0: |          | 3294/? [22:19<00:00,  2.46it/s]\nEpoch 0: |          | 3295/? [22:19<00:00,  2.46it/s]\nEpoch 0: |          | 3295/? [22:19<00:00,  2.46it/s]\nEpoch 0: |          | 3296/? [22:19<00:00,  2.46it/s]\nEpoch 0: |          | 3296/? [22:19<00:00,  2.46it/s]\nEpoch 0: |          | 3297/? [22:20<00:00,  2.46it/s]\nEpoch 0: |          | 3297/? [22:20<00:00,  2.46it/s]\nEpoch 0: |          | 3298/? [22:20<00:00,  2.46it/s]\nEpoch 0: |          | 3298/? [22:20<00:00,  2.46it/s]\nEpoch 0: |          | 3299/? [22:20<00:00,  2.46it/s]\nEpoch 0: |          | 3299/? [22:20<00:00,  2.46it/s]\nEpoch 0: |          | 3300/? [22:21<00:00,  2.46it/s]\nEpoch 0: |          | 3300/? [22:21<00:00,  2.46it/s]\nEpoch 0: |          | 3301/? [22:21<00:00,  2.46it/s]\nEpoch 0: |          | 3301/? [22:21<00:00,  2.46it/s]\nEpoch 0: |          | 3302/? [22:22<00:00,  2.46it/s]\nEpoch 0: |          | 3302/? [22:22<00:00,  2.46it/s]\nEpoch 0: |          | 3303/? [22:22<00:00,  2.46it/s]\nEpoch 0: |          | 3303/? [22:22<00:00,  2.46it/s]\nEpoch 0: |          | 3304/? [22:22<00:00,  2.46it/s]\nEpoch 0: |          | 3304/? [22:22<00:00,  2.46it/s]\nEpoch 0: |          | 3305/? [22:23<00:00,  2.46it/s]\nEpoch 0: |          | 3305/? [22:23<00:00,  2.46it/s]\nEpoch 0: |          | 3306/? [22:23<00:00,  2.46it/s]\nEpoch 0: |          | 3306/? [22:23<00:00,  2.46it/s]\nEpoch 0: |          | 3307/? [22:23<00:00,  2.46it/s]\nEpoch 0: |          | 3307/? [22:23<00:00,  2.46it/s]\nEpoch 0: |          | 3308/? [22:24<00:00,  2.46it/s]\nEpoch 0: |          | 3308/? [22:24<00:00,  2.46it/s]\nEpoch 0: |          | 3309/? [22:24<00:00,  2.46it/s]\nEpoch 0: |          | 3309/? [22:24<00:00,  2.46it/s]\nEpoch 0: |          | 3310/? [22:25<00:00,  2.46it/s]\nEpoch 0: |          | 3310/? [22:25<00:00,  2.46it/s]\nEpoch 0: |          | 3311/? [22:25<00:00,  2.46it/s]\nEpoch 0: |          | 3311/? [22:25<00:00,  2.46it/s]\nEpoch 0: |          | 3312/? [22:25<00:00,  2.46it/s]\nEpoch 0: |          | 3312/? [22:25<00:00,  2.46it/s]\nEpoch 0: |          | 3313/? [22:26<00:00,  2.46it/s]\nEpoch 0: |          | 3313/? [22:26<00:00,  2.46it/s]\nEpoch 0: |          | 3314/? [22:26<00:00,  2.46it/s]\nEpoch 0: |          | 3314/? [22:26<00:00,  2.46it/s]\nEpoch 0: |          | 3315/? [22:26<00:00,  2.46it/s]\nEpoch 0: |          | 3315/? [22:26<00:00,  2.46it/s]\nEpoch 0: |          | 3316/? [22:27<00:00,  2.46it/s]\nEpoch 0: |          | 3316/? [22:27<00:00,  2.46it/s]\nEpoch 0: |          | 3317/? [22:27<00:00,  2.46it/s]\nEpoch 0: |          | 3317/? [22:27<00:00,  2.46it/s]\nEpoch 0: |          | 3318/? [22:28<00:00,  2.46it/s]\nEpoch 0: |          | 3318/? [22:28<00:00,  2.46it/s]\nEpoch 0: |          | 3319/? [22:28<00:00,  2.46it/s]\nEpoch 0: |          | 3319/? [22:28<00:00,  2.46it/s]\nEpoch 0: |          | 3320/? [22:28<00:00,  2.46it/s]\nEpoch 0: |          | 3320/? [22:28<00:00,  2.46it/s]\nEpoch 0: |          | 3321/? [22:29<00:00,  2.46it/s]\nEpoch 0: |          | 3321/? [22:29<00:00,  2.46it/s]\nEpoch 0: |          | 3322/? [22:29<00:00,  2.46it/s]\nEpoch 0: |          | 3322/? [22:29<00:00,  2.46it/s]\nEpoch 0: |          | 3323/? [22:30<00:00,  2.46it/s]\nEpoch 0: |          | 3323/? [22:30<00:00,  2.46it/s]\nEpoch 0: |          | 3324/? [22:30<00:00,  2.46it/s]\nEpoch 0: |          | 3324/? [22:30<00:00,  2.46it/s]\nEpoch 0: |          | 3325/? [22:30<00:00,  2.46it/s]\nEpoch 0: |          | 3325/? [22:30<00:00,  2.46it/s]\nEpoch 0: |          | 3326/? [22:31<00:00,  2.46it/s]\nEpoch 0: |          | 3326/? [22:31<00:00,  2.46it/s]\nEpoch 0: |          | 3327/? [22:31<00:00,  2.46it/s]\nEpoch 0: |          | 3327/? [22:31<00:00,  2.46it/s]\nEpoch 0: |          | 3328/? [22:31<00:00,  2.46it/s]\nEpoch 0: |          | 3328/? [22:31<00:00,  2.46it/s]\nEpoch 0: |          | 3329/? [22:32<00:00,  2.46it/s]\nEpoch 0: |          | 3329/? [22:32<00:00,  2.46it/s]\nEpoch 0: |          | 3330/? [22:32<00:00,  2.46it/s]\nEpoch 0: |          | 3330/? [22:32<00:00,  2.46it/s]\nEpoch 0: |          | 3331/? [22:33<00:00,  2.46it/s]\nEpoch 0: |          | 3331/? [22:33<00:00,  2.46it/s]\nEpoch 0: |          | 3332/? [22:33<00:00,  2.46it/s]\nEpoch 0: |          | 3332/? [22:33<00:00,  2.46it/s]\nEpoch 0: |          | 3333/? [22:33<00:00,  2.46it/s]\nEpoch 0: |          | 3333/? [22:33<00:00,  2.46it/s]\nEpoch 0: |          | 3334/? [22:34<00:00,  2.46it/s]\nEpoch 0: |          | 3334/? [22:34<00:00,  2.46it/s]\nEpoch 0: |          | 3335/? [22:34<00:00,  2.46it/s]\nEpoch 0: |          | 3335/? [22:34<00:00,  2.46it/s]\nEpoch 0: |          | 3336/? [22:34<00:00,  2.46it/s]\nEpoch 0: |          | 3336/? [22:34<00:00,  2.46it/s]\nEpoch 0: |          | 3337/? [22:35<00:00,  2.46it/s]\nEpoch 0: |          | 3337/? [22:35<00:00,  2.46it/s]\nEpoch 0: |          | 3338/? [22:35<00:00,  2.46it/s]\nEpoch 0: |          | 3338/? [22:35<00:00,  2.46it/s]\nEpoch 0: |          | 3339/? [22:36<00:00,  2.46it/s]\nEpoch 0: |          | 3339/? [22:36<00:00,  2.46it/s]\nEpoch 0: |          | 3340/? [22:36<00:00,  2.46it/s]\nEpoch 0: |          | 3340/? [22:36<00:00,  2.46it/s]\nEpoch 0: |          | 3341/? [22:36<00:00,  2.46it/s]\nEpoch 0: |          | 3341/? [22:36<00:00,  2.46it/s]\nEpoch 0: |          | 3342/? [22:37<00:00,  2.46it/s]\nEpoch 0: |          | 3342/? [22:37<00:00,  2.46it/s]\nEpoch 0: |          | 3343/? [22:37<00:00,  2.46it/s]\nEpoch 0: |          | 3343/? [22:37<00:00,  2.46it/s]\nEpoch 0: |          | 3344/? [22:37<00:00,  2.46it/s]\nEpoch 0: |          | 3344/? [22:37<00:00,  2.46it/s]\nEpoch 0: |          | 3345/? [22:38<00:00,  2.46it/s]\nEpoch 0: |          | 3345/? [22:38<00:00,  2.46it/s]\nEpoch 0: |          | 3346/? [22:38<00:00,  2.46it/s]\nEpoch 0: |          | 3346/? [22:38<00:00,  2.46it/s]\nEpoch 0: |          | 3347/? [22:39<00:00,  2.46it/s]\nEpoch 0: |          | 3347/? [22:39<00:00,  2.46it/s]\nEpoch 0: |          | 3348/? [22:39<00:00,  2.46it/s]\nEpoch 0: |          | 3348/? [22:39<00:00,  2.46it/s]\nEpoch 0: |          | 3349/? [22:39<00:00,  2.46it/s]\nEpoch 0: |          | 3349/? [22:39<00:00,  2.46it/s]\nEpoch 0: |          | 3350/? [22:40<00:00,  2.46it/s]\nEpoch 0: |          | 3350/? [22:40<00:00,  2.46it/s]\nEpoch 0: |          | 3351/? [22:40<00:00,  2.46it/s]\nEpoch 0: |          | 3351/? [22:40<00:00,  2.46it/s]\nEpoch 0: |          | 3352/? [22:41<00:00,  2.46it/s]\nEpoch 0: |          | 3352/? [22:41<00:00,  2.46it/s]\nEpoch 0: |          | 3353/? [22:41<00:00,  2.46it/s]\nEpoch 0: |          | 3353/? [22:41<00:00,  2.46it/s]\nEpoch 0: |          | 3354/? [22:41<00:00,  2.46it/s]\nEpoch 0: |          | 3354/? [22:41<00:00,  2.46it/s]\nEpoch 0: |          | 3355/? [22:42<00:00,  2.46it/s]\nEpoch 0: |          | 3355/? [22:42<00:00,  2.46it/s]\nEpoch 0: |          | 3356/? [22:42<00:00,  2.46it/s]\nEpoch 0: |          | 3356/? [22:42<00:00,  2.46it/s]\nEpoch 0: |          | 3357/? [22:42<00:00,  2.46it/s]\nEpoch 0: |          | 3357/? [22:42<00:00,  2.46it/s]\nEpoch 0: |          | 3358/? [22:43<00:00,  2.46it/s]\nEpoch 0: |          | 3358/? [22:43<00:00,  2.46it/s]\nEpoch 0: |          | 3359/? [22:43<00:00,  2.46it/s]\nEpoch 0: |          | 3359/? [22:43<00:00,  2.46it/s]\nEpoch 0: |          | 3360/? [22:44<00:00,  2.46it/s]\nEpoch 0: |          | 3360/? [22:44<00:00,  2.46it/s]\nEpoch 0: |          | 3361/? [22:44<00:00,  2.46it/s]\nEpoch 0: |          | 3361/? [22:44<00:00,  2.46it/s]\nEpoch 0: |          | 3362/? [22:44<00:00,  2.46it/s]\nEpoch 0: |          | 3362/? [22:44<00:00,  2.46it/s]\nEpoch 0: |          | 3363/? [22:45<00:00,  2.46it/s]\nEpoch 0: |          | 3363/? [22:45<00:00,  2.46it/s]\nEpoch 0: |          | 3364/? [22:45<00:00,  2.46it/s]\nEpoch 0: |          | 3364/? [22:45<00:00,  2.46it/s]\nEpoch 0: |          | 3365/? [22:45<00:00,  2.46it/s]\nEpoch 0: |          | 3365/? [22:45<00:00,  2.46it/s]\nEpoch 0: |          | 3366/? [22:46<00:00,  2.46it/s]\nEpoch 0: |          | 3366/? [22:46<00:00,  2.46it/s]\nEpoch 0: |          | 3367/? [22:46<00:00,  2.46it/s]\nEpoch 0: |          | 3367/? [22:46<00:00,  2.46it/s]\nEpoch 0: |          | 3368/? [22:47<00:00,  2.46it/s]\nEpoch 0: |          | 3368/? [22:47<00:00,  2.46it/s]\nEpoch 0: |          | 3369/? [22:47<00:00,  2.46it/s]\nEpoch 0: |          | 3369/? [22:47<00:00,  2.46it/s]\nEpoch 0: |          | 3370/? [22:47<00:00,  2.46it/s]\nEpoch 0: |          | 3370/? [22:47<00:00,  2.46it/s]\nEpoch 0: |          | 3371/? [22:48<00:00,  2.46it/s]\nEpoch 0: |          | 3371/? [22:48<00:00,  2.46it/s]\nEpoch 0: |          | 3372/? [22:48<00:00,  2.46it/s]\nEpoch 0: |          | 3372/? [22:48<00:00,  2.46it/s]\nEpoch 0: |          | 3373/? [22:48<00:00,  2.46it/s]\nEpoch 0: |          | 3373/? [22:48<00:00,  2.46it/s]\nEpoch 0: |          | 3374/? [22:49<00:00,  2.46it/s]\nEpoch 0: |          | 3374/? [22:49<00:00,  2.46it/s]\nEpoch 0: |          | 3375/? [22:49<00:00,  2.46it/s]\nEpoch 0: |          | 3375/? [22:49<00:00,  2.46it/s]\nEpoch 0: |          | 3376/? [22:50<00:00,  2.46it/s]\nEpoch 0: |          | 3376/? [22:50<00:00,  2.46it/s]\nEpoch 0: |          | 3377/? [22:50<00:00,  2.46it/s]\nEpoch 0: |          | 3377/? [22:50<00:00,  2.46it/s]\nEpoch 0: |          | 3378/? [22:50<00:00,  2.46it/s]\nEpoch 0: |          | 3378/? [22:50<00:00,  2.46it/s]\nEpoch 0: |          | 3379/? [22:51<00:00,  2.46it/s]\nEpoch 0: |          | 3379/? [22:51<00:00,  2.46it/s]\nEpoch 0: |          | 3380/? [22:51<00:00,  2.46it/s]\nEpoch 0: |          | 3380/? [22:51<00:00,  2.46it/s]\nEpoch 0: |          | 3381/? [22:52<00:00,  2.46it/s]\nEpoch 0: |          | 3381/? [22:52<00:00,  2.46it/s]\nEpoch 0: |          | 3382/? [22:52<00:00,  2.46it/s]\nEpoch 0: |          | 3382/? [22:52<00:00,  2.46it/s]\nEpoch 0: |          | 3383/? [22:52<00:00,  2.46it/s]\nEpoch 0: |          | 3383/? [22:52<00:00,  2.46it/s]\nEpoch 0: |          | 3384/? [22:53<00:00,  2.46it/s]\nEpoch 0: |          | 3384/? [22:53<00:00,  2.46it/s]\nEpoch 0: |          | 3385/? [22:53<00:00,  2.46it/s]\nEpoch 0: |          | 3385/? [22:53<00:00,  2.46it/s]\nEpoch 0: |          | 3386/? [22:53<00:00,  2.46it/s]\nEpoch 0: |          | 3386/? [22:53<00:00,  2.46it/s]\nEpoch 0: |          | 3387/? [22:54<00:00,  2.46it/s]\nEpoch 0: |          | 3387/? [22:54<00:00,  2.46it/s]\nEpoch 0: |          | 3388/? [22:54<00:00,  2.46it/s]\nEpoch 0: |          | 3388/? [22:54<00:00,  2.46it/s]\nEpoch 0: |          | 3389/? [22:55<00:00,  2.46it/s]\nEpoch 0: |          | 3389/? [22:55<00:00,  2.46it/s]\nEpoch 0: |          | 3390/? [22:55<00:00,  2.46it/s]\nEpoch 0: |          | 3390/? [22:55<00:00,  2.46it/s]\nEpoch 0: |          | 3391/? [22:55<00:00,  2.46it/s]\nEpoch 0: |          | 3391/? [22:55<00:00,  2.46it/s]\nEpoch 0: |          | 3392/? [22:56<00:00,  2.46it/s]\nEpoch 0: |          | 3392/? [22:56<00:00,  2.46it/s]\nEpoch 0: |          | 3393/? [22:56<00:00,  2.46it/s]\nEpoch 0: |          | 3393/? [22:56<00:00,  2.46it/s]\nEpoch 0: |          | 3394/? [22:56<00:00,  2.46it/s]\nEpoch 0: |          | 3394/? [22:56<00:00,  2.46it/s]\nEpoch 0: |          | 3395/? [22:57<00:00,  2.46it/s]\nEpoch 0: |          | 3395/? [22:57<00:00,  2.46it/s]\nEpoch 0: |          | 3396/? [22:57<00:00,  2.46it/s]\nEpoch 0: |          | 3396/? [22:57<00:00,  2.46it/s]\nEpoch 0: |          | 3397/? [22:58<00:00,  2.46it/s]\nEpoch 0: |          | 3397/? [22:58<00:00,  2.46it/s]\nEpoch 0: |          | 3398/? [22:58<00:00,  2.47it/s]\nEpoch 0: |          | 3398/? [22:58<00:00,  2.47it/s]\nEpoch 0: |          | 3399/? [22:58<00:00,  2.47it/s]\nEpoch 0: |          | 3399/? [22:58<00:00,  2.47it/s]\nEpoch 0: |          | 3400/? [22:59<00:00,  2.47it/s]\nEpoch 0: |          | 3400/? [22:59<00:00,  2.47it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.64it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  7.92it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.74it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.90it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 3400/? [22:59<00:00,  2.46it/s]\nEpoch 0: |          | 3401/? [23:00<00:00,  2.46it/s]\nEpoch 0: |          | 3401/? [23:00<00:00,  2.46it/s]\nEpoch 0: |          | 3402/? [23:00<00:00,  2.46it/s]\nEpoch 0: |          | 3402/? [23:00<00:00,  2.46it/s]\nEpoch 0: |          | 3403/? [23:00<00:00,  2.46it/s]\nEpoch 0: |          | 3403/? [23:00<00:00,  2.46it/s]\nEpoch 0: |          | 3404/? [23:01<00:00,  2.46it/s]\nEpoch 0: |          | 3404/? [23:01<00:00,  2.46it/s]\nEpoch 0: |          | 3405/? [23:01<00:00,  2.46it/s]\nEpoch 0: |          | 3405/? [23:01<00:00,  2.46it/s]\nEpoch 0: |          | 3406/? [23:02<00:00,  2.46it/s]\nEpoch 0: |          | 3406/? [23:02<00:00,  2.46it/s]\nEpoch 0: |          | 3407/? [23:02<00:00,  2.46it/s]\nEpoch 0: |          | 3407/? [23:02<00:00,  2.46it/s]\nEpoch 0: |          | 3408/? [23:02<00:00,  2.46it/s]\nEpoch 0: |          | 3408/? [23:02<00:00,  2.46it/s]\nEpoch 0: |          | 3409/? [23:03<00:00,  2.46it/s]\nEpoch 0: |          | 3409/? [23:03<00:00,  2.46it/s]\nEpoch 0: |          | 3410/? [23:03<00:00,  2.46it/s]\nEpoch 0: |          | 3410/? [23:03<00:00,  2.46it/s]\nEpoch 0: |          | 3411/? [23:03<00:00,  2.46it/s]\nEpoch 0: |          | 3411/? [23:03<00:00,  2.46it/s]\nEpoch 0: |          | 3412/? [23:04<00:00,  2.46it/s]\nEpoch 0: |          | 3412/? [23:04<00:00,  2.46it/s]\nEpoch 0: |          | 3413/? [23:04<00:00,  2.46it/s]\nEpoch 0: |          | 3413/? [23:04<00:00,  2.46it/s]\nEpoch 0: |          | 3414/? [23:05<00:00,  2.46it/s]\nEpoch 0: |          | 3414/? [23:05<00:00,  2.46it/s]\nEpoch 0: |          | 3415/? [23:05<00:00,  2.46it/s]\nEpoch 0: |          | 3415/? [23:05<00:00,  2.46it/s]\nEpoch 0: |          | 3416/? [23:05<00:00,  2.46it/s]\nEpoch 0: |          | 3416/? [23:05<00:00,  2.46it/s]\nEpoch 0: |          | 3417/? [23:06<00:00,  2.46it/s]\nEpoch 0: |          | 3417/? [23:06<00:00,  2.46it/s]\nEpoch 0: |          | 3418/? [23:06<00:00,  2.46it/s]\nEpoch 0: |          | 3418/? [23:06<00:00,  2.46it/s]\nEpoch 0: |          | 3419/? [23:07<00:00,  2.46it/s]\nEpoch 0: |          | 3419/? [23:07<00:00,  2.46it/s]\nEpoch 0: |          | 3420/? [23:07<00:00,  2.47it/s]\nEpoch 0: |          | 3420/? [23:07<00:00,  2.47it/s]\nEpoch 0: |          | 3421/? [23:07<00:00,  2.47it/s]\nEpoch 0: |          | 3421/? [23:07<00:00,  2.47it/s]\nEpoch 0: |          | 3422/? [23:08<00:00,  2.47it/s]\nEpoch 0: |          | 3422/? [23:08<00:00,  2.47it/s]\nEpoch 0: |          | 3423/? [23:08<00:00,  2.47it/s]\nEpoch 0: |          | 3423/? [23:08<00:00,  2.47it/s]\nEpoch 0: |          | 3424/? [23:08<00:00,  2.47it/s]\nEpoch 0: |          | 3424/? [23:08<00:00,  2.47it/s]\nEpoch 0: |          | 3425/? [23:09<00:00,  2.47it/s]\nEpoch 0: |          | 3425/? [23:09<00:00,  2.47it/s]\nEpoch 0: |          | 3426/? [23:09<00:00,  2.47it/s]\nEpoch 0: |          | 3426/? [23:09<00:00,  2.47it/s]\nEpoch 0: |          | 3427/? [23:10<00:00,  2.47it/s]\nEpoch 0: |          | 3427/? [23:10<00:00,  2.47it/s]\nEpoch 0: |          | 3428/? [23:10<00:00,  2.47it/s]\nEpoch 0: |          | 3428/? [23:10<00:00,  2.47it/s]\nEpoch 0: |          | 3429/? [23:10<00:00,  2.47it/s]\nEpoch 0: |          | 3429/? [23:10<00:00,  2.47it/s]\nEpoch 0: |          | 3430/? [23:11<00:00,  2.47it/s]\nEpoch 0: |          | 3430/? [23:11<00:00,  2.47it/s]\nEpoch 0: |          | 3431/? [23:11<00:00,  2.47it/s]\nEpoch 0: |          | 3431/? [23:11<00:00,  2.47it/s]\nEpoch 0: |          | 3432/? [23:11<00:00,  2.47it/s]\nEpoch 0: |          | 3432/? [23:11<00:00,  2.47it/s]\nEpoch 0: |          | 3433/? [23:12<00:00,  2.47it/s]\nEpoch 0: |          | 3433/? [23:12<00:00,  2.47it/s]\nEpoch 0: |          | 3434/? [23:12<00:00,  2.47it/s]\nEpoch 0: |          | 3434/? [23:12<00:00,  2.47it/s]\nEpoch 0: |          | 3435/? [23:13<00:00,  2.47it/s]\nEpoch 0: |          | 3435/? [23:13<00:00,  2.47it/s]\nEpoch 0: |          | 3436/? [23:13<00:00,  2.47it/s]\nEpoch 0: |          | 3436/? [23:13<00:00,  2.47it/s]\nEpoch 0: |          | 3437/? [23:13<00:00,  2.47it/s]\nEpoch 0: |          | 3437/? [23:13<00:00,  2.47it/s]\nEpoch 0: |          | 3438/? [23:14<00:00,  2.47it/s]\nEpoch 0: |          | 3438/? [23:14<00:00,  2.47it/s]\nEpoch 0: |          | 3439/? [23:14<00:00,  2.47it/s]\nEpoch 0: |          | 3439/? [23:14<00:00,  2.47it/s]\nEpoch 0: |          | 3440/? [23:15<00:00,  2.47it/s]\nEpoch 0: |          | 3440/? [23:15<00:00,  2.47it/s]\nEpoch 0: |          | 3441/? [23:15<00:00,  2.47it/s]\nEpoch 0: |          | 3441/? [23:15<00:00,  2.47it/s]\nEpoch 0: |          | 3442/? [23:15<00:00,  2.47it/s]\nEpoch 0: |          | 3442/? [23:15<00:00,  2.47it/s]\nEpoch 0: |          | 3443/? [23:16<00:00,  2.47it/s]\nEpoch 0: |          | 3443/? [23:16<00:00,  2.47it/s]\nEpoch 0: |          | 3444/? [23:16<00:00,  2.47it/s]\nEpoch 0: |          | 3444/? [23:16<00:00,  2.47it/s]\nEpoch 0: |          | 3445/? [23:16<00:00,  2.47it/s]\nEpoch 0: |          | 3445/? [23:16<00:00,  2.47it/s]\nEpoch 0: |          | 3446/? [23:17<00:00,  2.47it/s]\nEpoch 0: |          | 3446/? [23:17<00:00,  2.47it/s]\nEpoch 0: |          | 3447/? [23:17<00:00,  2.47it/s]\nEpoch 0: |          | 3447/? [23:17<00:00,  2.47it/s]\nEpoch 0: |          | 3448/? [23:18<00:00,  2.47it/s]\nEpoch 0: |          | 3448/? [23:18<00:00,  2.47it/s]\nEpoch 0: |          | 3449/? [23:18<00:00,  2.47it/s]\nEpoch 0: |          | 3449/? [23:18<00:00,  2.47it/s]\nEpoch 0: |          | 3450/? [23:18<00:00,  2.47it/s]\nEpoch 0: |          | 3450/? [23:18<00:00,  2.47it/s]\nEpoch 0: |          | 3451/? [23:19<00:00,  2.47it/s]\nEpoch 0: |          | 3451/? [23:19<00:00,  2.47it/s]\nEpoch 0: |          | 3452/? [23:19<00:00,  2.47it/s]\nEpoch 0: |          | 3452/? [23:19<00:00,  2.47it/s]\nEpoch 0: |          | 3453/? [23:19<00:00,  2.47it/s]\nEpoch 0: |          | 3453/? [23:19<00:00,  2.47it/s]\nEpoch 0: |          | 3454/? [23:20<00:00,  2.47it/s]\nEpoch 0: |          | 3454/? [23:20<00:00,  2.47it/s]\nEpoch 0: |          | 3455/? [23:20<00:00,  2.47it/s]\nEpoch 0: |          | 3455/? [23:20<00:00,  2.47it/s]\nEpoch 0: |          | 3456/? [23:21<00:00,  2.47it/s]\nEpoch 0: |          | 3456/? [23:21<00:00,  2.47it/s]\nEpoch 0: |          | 3457/? [23:21<00:00,  2.47it/s]\nEpoch 0: |          | 3457/? [23:21<00:00,  2.47it/s]\nEpoch 0: |          | 3458/? [23:21<00:00,  2.47it/s]\nEpoch 0: |          | 3458/? [23:21<00:00,  2.47it/s]\nEpoch 0: |          | 3459/? [23:22<00:00,  2.47it/s]\nEpoch 0: |          | 3459/? [23:22<00:00,  2.47it/s]\nEpoch 0: |          | 3460/? [23:22<00:00,  2.47it/s]\nEpoch 0: |          | 3460/? [23:22<00:00,  2.47it/s]\nEpoch 0: |          | 3461/? [23:23<00:00,  2.47it/s]\nEpoch 0: |          | 3461/? [23:23<00:00,  2.47it/s]\nEpoch 0: |          | 3462/? [23:23<00:00,  2.47it/s]\nEpoch 0: |          | 3462/? [23:23<00:00,  2.47it/s]\nEpoch 0: |          | 3463/? [23:23<00:00,  2.47it/s]\nEpoch 0: |          | 3463/? [23:23<00:00,  2.47it/s]\nEpoch 0: |          | 3464/? [23:24<00:00,  2.47it/s]\nEpoch 0: |          | 3464/? [23:24<00:00,  2.47it/s]\nEpoch 0: |          | 3465/? [23:24<00:00,  2.47it/s]\nEpoch 0: |          | 3465/? [23:24<00:00,  2.47it/s]\nEpoch 0: |          | 3466/? [23:24<00:00,  2.47it/s]\nEpoch 0: |          | 3466/? [23:24<00:00,  2.47it/s]\nEpoch 0: |          | 3467/? [23:25<00:00,  2.47it/s]\nEpoch 0: |          | 3467/? [23:25<00:00,  2.47it/s]\nEpoch 0: |          | 3468/? [23:25<00:00,  2.47it/s]\nEpoch 0: |          | 3468/? [23:25<00:00,  2.47it/s]\nEpoch 0: |          | 3469/? [23:26<00:00,  2.47it/s]\nEpoch 0: |          | 3469/? [23:26<00:00,  2.47it/s]\nEpoch 0: |          | 3470/? [23:26<00:00,  2.47it/s]\nEpoch 0: |          | 3470/? [23:26<00:00,  2.47it/s]\nEpoch 0: |          | 3471/? [23:26<00:00,  2.47it/s]\nEpoch 0: |          | 3471/? [23:26<00:00,  2.47it/s]\nEpoch 0: |          | 3472/? [23:27<00:00,  2.47it/s]\nEpoch 0: |          | 3472/? [23:27<00:00,  2.47it/s]\nEpoch 0: |          | 3473/? [23:27<00:00,  2.47it/s]\nEpoch 0: |          | 3473/? [23:27<00:00,  2.47it/s]\nEpoch 0: |          | 3474/? [23:27<00:00,  2.47it/s]\nEpoch 0: |          | 3474/? [23:27<00:00,  2.47it/s]\nEpoch 0: |          | 3475/? [23:28<00:00,  2.47it/s]\nEpoch 0: |          | 3475/? [23:28<00:00,  2.47it/s]\nEpoch 0: |          | 3476/? [23:28<00:00,  2.47it/s]\nEpoch 0: |          | 3476/? [23:28<00:00,  2.47it/s]\nEpoch 0: |          | 3477/? [23:29<00:00,  2.47it/s]\nEpoch 0: |          | 3477/? [23:29<00:00,  2.47it/s]\nEpoch 0: |          | 3478/? [23:29<00:00,  2.47it/s]\nEpoch 0: |          | 3478/? [23:29<00:00,  2.47it/s]\nEpoch 0: |          | 3479/? [23:29<00:00,  2.47it/s]\nEpoch 0: |          | 3479/? [23:29<00:00,  2.47it/s]\nEpoch 0: |          | 3480/? [23:30<00:00,  2.47it/s]\nEpoch 0: |          | 3480/? [23:30<00:00,  2.47it/s]\nEpoch 0: |          | 3481/? [23:30<00:00,  2.47it/s]\nEpoch 0: |          | 3481/? [23:30<00:00,  2.47it/s]\nEpoch 0: |          | 3482/? [23:30<00:00,  2.47it/s]\nEpoch 0: |          | 3482/? [23:30<00:00,  2.47it/s]\nEpoch 0: |          | 3483/? [23:31<00:00,  2.47it/s]\nEpoch 0: |          | 3483/? [23:31<00:00,  2.47it/s]\nEpoch 0: |          | 3484/? [23:31<00:00,  2.47it/s]\nEpoch 0: |          | 3484/? [23:31<00:00,  2.47it/s]\nEpoch 0: |          | 3485/? [23:32<00:00,  2.47it/s]\nEpoch 0: |          | 3485/? [23:32<00:00,  2.47it/s]\nEpoch 0: |          | 3486/? [23:32<00:00,  2.47it/s]\nEpoch 0: |          | 3486/? [23:32<00:00,  2.47it/s]\nEpoch 0: |          | 3487/? [23:32<00:00,  2.47it/s]\nEpoch 0: |          | 3487/? [23:32<00:00,  2.47it/s]\nEpoch 0: |          | 3488/? [23:33<00:00,  2.47it/s]\nEpoch 0: |          | 3488/? [23:33<00:00,  2.47it/s]\nEpoch 0: |          | 3489/? [23:33<00:00,  2.47it/s]\nEpoch 0: |          | 3489/? [23:33<00:00,  2.47it/s]\nEpoch 0: |          | 3490/? [23:33<00:00,  2.47it/s]\nEpoch 0: |          | 3490/? [23:33<00:00,  2.47it/s]\nEpoch 0: |          | 3491/? [23:34<00:00,  2.47it/s]\nEpoch 0: |          | 3491/? [23:34<00:00,  2.47it/s]\nEpoch 0: |          | 3492/? [23:34<00:00,  2.47it/s]\nEpoch 0: |          | 3492/? [23:34<00:00,  2.47it/s]\nEpoch 0: |          | 3493/? [23:35<00:00,  2.47it/s]\nEpoch 0: |          | 3493/? [23:35<00:00,  2.47it/s]\nEpoch 0: |          | 3494/? [23:35<00:00,  2.47it/s]\nEpoch 0: |          | 3494/? [23:35<00:00,  2.47it/s]\nEpoch 0: |          | 3495/? [23:35<00:00,  2.47it/s]\nEpoch 0: |          | 3495/? [23:35<00:00,  2.47it/s]\nEpoch 0: |          | 3496/? [23:36<00:00,  2.47it/s]\nEpoch 0: |          | 3496/? [23:36<00:00,  2.47it/s]\nEpoch 0: |          | 3497/? [23:36<00:00,  2.47it/s]\nEpoch 0: |          | 3497/? [23:36<00:00,  2.47it/s]\nEpoch 0: |          | 3498/? [23:37<00:00,  2.47it/s]\nEpoch 0: |          | 3498/? [23:37<00:00,  2.47it/s]\nEpoch 0: |          | 3499/? [23:37<00:00,  2.47it/s]\nEpoch 0: |          | 3499/? [23:37<00:00,  2.47it/s]\nEpoch 0: |          | 3500/? [23:37<00:00,  2.47it/s]\nEpoch 0: |          | 3500/? [23:37<00:00,  2.47it/s]\nEpoch 0: |          | 3501/? [23:38<00:00,  2.47it/s]\nEpoch 0: |          | 3501/? [23:38<00:00,  2.47it/s]\nEpoch 0: |          | 3502/? [23:38<00:00,  2.47it/s]\nEpoch 0: |          | 3502/? [23:38<00:00,  2.47it/s]\nEpoch 0: |          | 3503/? [23:38<00:00,  2.47it/s]\nEpoch 0: |          | 3503/? [23:38<00:00,  2.47it/s]\nEpoch 0: |          | 3504/? [23:39<00:00,  2.47it/s]\nEpoch 0: |          | 3504/? [23:39<00:00,  2.47it/s]\nEpoch 0: |          | 3505/? [23:39<00:00,  2.47it/s]\nEpoch 0: |          | 3505/? [23:39<00:00,  2.47it/s]\nEpoch 0: |          | 3506/? [23:40<00:00,  2.47it/s]\nEpoch 0: |          | 3506/? [23:40<00:00,  2.47it/s]\nEpoch 0: |          | 3507/? [23:40<00:00,  2.47it/s]\nEpoch 0: |          | 3507/? [23:40<00:00,  2.47it/s]\nEpoch 0: |          | 3508/? [23:40<00:00,  2.47it/s]\nEpoch 0: |          | 3508/? [23:40<00:00,  2.47it/s]\nEpoch 0: |          | 3509/? [23:41<00:00,  2.47it/s]\nEpoch 0: |          | 3509/? [23:41<00:00,  2.47it/s]\nEpoch 0: |          | 3510/? [23:41<00:00,  2.47it/s]\nEpoch 0: |          | 3510/? [23:41<00:00,  2.47it/s]\nEpoch 0: |          | 3511/? [23:41<00:00,  2.47it/s]\nEpoch 0: |          | 3511/? [23:41<00:00,  2.47it/s]\nEpoch 0: |          | 3512/? [23:42<00:00,  2.47it/s]\nEpoch 0: |          | 3512/? [23:42<00:00,  2.47it/s]\nEpoch 0: |          | 3513/? [23:42<00:00,  2.47it/s]\nEpoch 0: |          | 3513/? [23:42<00:00,  2.47it/s]\nEpoch 0: |          | 3514/? [23:43<00:00,  2.47it/s]\nEpoch 0: |          | 3514/? [23:43<00:00,  2.47it/s]\nEpoch 0: |          | 3515/? [23:43<00:00,  2.47it/s]\nEpoch 0: |          | 3515/? [23:43<00:00,  2.47it/s]\nEpoch 0: |          | 3516/? [23:43<00:00,  2.47it/s]\nEpoch 0: |          | 3516/? [23:43<00:00,  2.47it/s]\nEpoch 0: |          | 3517/? [23:44<00:00,  2.47it/s]\nEpoch 0: |          | 3517/? [23:44<00:00,  2.47it/s]\nEpoch 0: |          | 3518/? [23:44<00:00,  2.47it/s]\nEpoch 0: |          | 3518/? [23:44<00:00,  2.47it/s]\nEpoch 0: |          | 3519/? [23:44<00:00,  2.47it/s]\nEpoch 0: |          | 3519/? [23:44<00:00,  2.47it/s]\nEpoch 0: |          | 3520/? [23:45<00:00,  2.47it/s]\nEpoch 0: |          | 3520/? [23:45<00:00,  2.47it/s]\nEpoch 0: |          | 3521/? [23:45<00:00,  2.47it/s]\nEpoch 0: |          | 3521/? [23:45<00:00,  2.47it/s]\nEpoch 0: |          | 3522/? [23:46<00:00,  2.47it/s]\nEpoch 0: |          | 3522/? [23:46<00:00,  2.47it/s]\nEpoch 0: |          | 3523/? [23:46<00:00,  2.47it/s]\nEpoch 0: |          | 3523/? [23:46<00:00,  2.47it/s]\nEpoch 0: |          | 3524/? [23:46<00:00,  2.47it/s]\nEpoch 0: |          | 3524/? [23:46<00:00,  2.47it/s]\nEpoch 0: |          | 3525/? [23:47<00:00,  2.47it/s]\nEpoch 0: |          | 3525/? [23:47<00:00,  2.47it/s]\nEpoch 0: |          | 3526/? [23:47<00:00,  2.47it/s]\nEpoch 0: |          | 3526/? [23:47<00:00,  2.47it/s]\nEpoch 0: |          | 3527/? [23:47<00:00,  2.47it/s]\nEpoch 0: |          | 3527/? [23:47<00:00,  2.47it/s]\nEpoch 0: |          | 3528/? [23:48<00:00,  2.47it/s]\nEpoch 0: |          | 3528/? [23:48<00:00,  2.47it/s]\nEpoch 0: |          | 3529/? [23:48<00:00,  2.47it/s]\nEpoch 0: |          | 3529/? [23:48<00:00,  2.47it/s]\nEpoch 0: |          | 3530/? [23:49<00:00,  2.47it/s]\nEpoch 0: |          | 3530/? [23:49<00:00,  2.47it/s]\nEpoch 0: |          | 3531/? [23:49<00:00,  2.47it/s]\nEpoch 0: |          | 3531/? [23:49<00:00,  2.47it/s]\nEpoch 0: |          | 3532/? [23:49<00:00,  2.47it/s]\nEpoch 0: |          | 3532/? [23:49<00:00,  2.47it/s]\nEpoch 0: |          | 3533/? [23:50<00:00,  2.47it/s]\nEpoch 0: |          | 3533/? [23:50<00:00,  2.47it/s]\nEpoch 0: |          | 3534/? [23:50<00:00,  2.47it/s]\nEpoch 0: |          | 3534/? [23:50<00:00,  2.47it/s]\nEpoch 0: |          | 3535/? [23:50<00:00,  2.47it/s]\nEpoch 0: |          | 3535/? [23:50<00:00,  2.47it/s]\nEpoch 0: |          | 3536/? [23:51<00:00,  2.47it/s]\nEpoch 0: |          | 3536/? [23:51<00:00,  2.47it/s]\nEpoch 0: |          | 3537/? [23:51<00:00,  2.47it/s]\nEpoch 0: |          | 3537/? [23:51<00:00,  2.47it/s]\nEpoch 0: |          | 3538/? [23:52<00:00,  2.47it/s]\nEpoch 0: |          | 3538/? [23:52<00:00,  2.47it/s]\nEpoch 0: |          | 3539/? [23:52<00:00,  2.47it/s]\nEpoch 0: |          | 3539/? [23:52<00:00,  2.47it/s]\nEpoch 0: |          | 3540/? [23:52<00:00,  2.47it/s]\nEpoch 0: |          | 3540/? [23:52<00:00,  2.47it/s]\nEpoch 0: |          | 3541/? [23:53<00:00,  2.47it/s]\nEpoch 0: |          | 3541/? [23:53<00:00,  2.47it/s]\nEpoch 0: |          | 3542/? [23:53<00:00,  2.47it/s]\nEpoch 0: |          | 3542/? [23:53<00:00,  2.47it/s]\nEpoch 0: |          | 3543/? [23:53<00:00,  2.47it/s]\nEpoch 0: |          | 3543/? [23:53<00:00,  2.47it/s]\nEpoch 0: |          | 3544/? [23:54<00:00,  2.47it/s]\nEpoch 0: |          | 3544/? [23:54<00:00,  2.47it/s]\nEpoch 0: |          | 3545/? [23:54<00:00,  2.47it/s]\nEpoch 0: |          | 3545/? [23:54<00:00,  2.47it/s]\nEpoch 0: |          | 3546/? [23:55<00:00,  2.47it/s]\nEpoch 0: |          | 3546/? [23:55<00:00,  2.47it/s]\nEpoch 0: |          | 3547/? [23:55<00:00,  2.47it/s]\nEpoch 0: |          | 3547/? [23:55<00:00,  2.47it/s]\nEpoch 0: |          | 3548/? [23:55<00:00,  2.47it/s]\nEpoch 0: |          | 3548/? [23:55<00:00,  2.47it/s]\nEpoch 0: |          | 3549/? [23:56<00:00,  2.47it/s]\nEpoch 0: |          | 3549/? [23:56<00:00,  2.47it/s]\nEpoch 0: |          | 3550/? [23:56<00:00,  2.47it/s]\nEpoch 0: |          | 3550/? [23:56<00:00,  2.47it/s]\nEpoch 0: |          | 3551/? [23:56<00:00,  2.47it/s]\nEpoch 0: |          | 3551/? [23:56<00:00,  2.47it/s]\nEpoch 0: |          | 3552/? [23:57<00:00,  2.47it/s]\nEpoch 0: |          | 3552/? [23:57<00:00,  2.47it/s]\nEpoch 0: |          | 3553/? [23:57<00:00,  2.47it/s]\nEpoch 0: |          | 3553/? [23:57<00:00,  2.47it/s]\nEpoch 0: |          | 3554/? [23:58<00:00,  2.47it/s]\nEpoch 0: |          | 3554/? [23:58<00:00,  2.47it/s]\nEpoch 0: |          | 3555/? [23:58<00:00,  2.47it/s]\nEpoch 0: |          | 3555/? [23:58<00:00,  2.47it/s]\nEpoch 0: |          | 3556/? [23:58<00:00,  2.47it/s]\nEpoch 0: |          | 3556/? [23:58<00:00,  2.47it/s]\nEpoch 0: |          | 3557/? [23:59<00:00,  2.47it/s]\nEpoch 0: |          | 3557/? [23:59<00:00,  2.47it/s]\nEpoch 0: |          | 3558/? [23:59<00:00,  2.47it/s]\nEpoch 0: |          | 3558/? [23:59<00:00,  2.47it/s]\nEpoch 0: |          | 3559/? [24:00<00:00,  2.47it/s]\nEpoch 0: |          | 3559/? [24:00<00:00,  2.47it/s]\nEpoch 0: |          | 3560/? [24:00<00:00,  2.47it/s]\nEpoch 0: |          | 3560/? [24:00<00:00,  2.47it/s]\nEpoch 0: |          | 3561/? [24:00<00:00,  2.47it/s]\nEpoch 0: |          | 3561/? [24:00<00:00,  2.47it/s]\nEpoch 0: |          | 3562/? [24:01<00:00,  2.47it/s]\nEpoch 0: |          | 3562/? [24:01<00:00,  2.47it/s]\nEpoch 0: |          | 3563/? [24:01<00:00,  2.47it/s]\nEpoch 0: |          | 3563/? [24:01<00:00,  2.47it/s]\nEpoch 0: |          | 3564/? [24:01<00:00,  2.47it/s]\nEpoch 0: |          | 3564/? [24:01<00:00,  2.47it/s]\nEpoch 0: |          | 3565/? [24:02<00:00,  2.47it/s]\nEpoch 0: |          | 3565/? [24:02<00:00,  2.47it/s]\nEpoch 0: |          | 3566/? [24:02<00:00,  2.47it/s]\nEpoch 0: |          | 3566/? [24:02<00:00,  2.47it/s]\nEpoch 0: |          | 3567/? [24:03<00:00,  2.47it/s]\nEpoch 0: |          | 3567/? [24:03<00:00,  2.47it/s]\nEpoch 0: |          | 3568/? [24:03<00:00,  2.47it/s]\nEpoch 0: |          | 3568/? [24:03<00:00,  2.47it/s]\nEpoch 0: |          | 3569/? [24:03<00:00,  2.47it/s]\nEpoch 0: |          | 3569/? [24:03<00:00,  2.47it/s]\nEpoch 0: |          | 3570/? [24:04<00:00,  2.47it/s]\nEpoch 0: |          | 3570/? [24:04<00:00,  2.47it/s]\nEpoch 0: |          | 3571/? [24:04<00:00,  2.47it/s]\nEpoch 0: |          | 3571/? [24:04<00:00,  2.47it/s]\nEpoch 0: |          | 3572/? [24:04<00:00,  2.47it/s]\nEpoch 0: |          | 3572/? [24:04<00:00,  2.47it/s]\nEpoch 0: |          | 3573/? [24:05<00:00,  2.47it/s]\nEpoch 0: |          | 3573/? [24:05<00:00,  2.47it/s]\nEpoch 0: |          | 3574/? [24:05<00:00,  2.47it/s]\nEpoch 0: |          | 3574/? [24:05<00:00,  2.47it/s]\nEpoch 0: |          | 3575/? [24:06<00:00,  2.47it/s]\nEpoch 0: |          | 3575/? [24:06<00:00,  2.47it/s]\nEpoch 0: |          | 3576/? [24:06<00:00,  2.47it/s]\nEpoch 0: |          | 3576/? [24:06<00:00,  2.47it/s]\nEpoch 0: |          | 3577/? [24:06<00:00,  2.47it/s]\nEpoch 0: |          | 3577/? [24:06<00:00,  2.47it/s]\nEpoch 0: |          | 3578/? [24:07<00:00,  2.47it/s]\nEpoch 0: |          | 3578/? [24:07<00:00,  2.47it/s]\nEpoch 0: |          | 3579/? [24:07<00:00,  2.47it/s]\nEpoch 0: |          | 3579/? [24:07<00:00,  2.47it/s]\nEpoch 0: |          | 3580/? [24:07<00:00,  2.47it/s]\nEpoch 0: |          | 3580/? [24:07<00:00,  2.47it/s]\nEpoch 0: |          | 3581/? [24:08<00:00,  2.47it/s]\nEpoch 0: |          | 3581/? [24:08<00:00,  2.47it/s]\nEpoch 0: |          | 3582/? [24:08<00:00,  2.47it/s]\nEpoch 0: |          | 3582/? [24:08<00:00,  2.47it/s]\nEpoch 0: |          | 3583/? [24:09<00:00,  2.47it/s]\nEpoch 0: |          | 3583/? [24:09<00:00,  2.47it/s]\nEpoch 0: |          | 3584/? [24:09<00:00,  2.47it/s]\nEpoch 0: |          | 3584/? [24:09<00:00,  2.47it/s]\nEpoch 0: |          | 3585/? [24:09<00:00,  2.47it/s]\nEpoch 0: |          | 3585/? [24:09<00:00,  2.47it/s]\nEpoch 0: |          | 3586/? [24:10<00:00,  2.47it/s]\nEpoch 0: |          | 3586/? [24:10<00:00,  2.47it/s]\nEpoch 0: |          | 3587/? [24:10<00:00,  2.47it/s]\nEpoch 0: |          | 3587/? [24:10<00:00,  2.47it/s]\nEpoch 0: |          | 3588/? [24:10<00:00,  2.47it/s]\nEpoch 0: |          | 3588/? [24:10<00:00,  2.47it/s]\nEpoch 0: |          | 3589/? [24:11<00:00,  2.47it/s]\nEpoch 0: |          | 3589/? [24:11<00:00,  2.47it/s]\nEpoch 0: |          | 3590/? [24:11<00:00,  2.47it/s]\nEpoch 0: |          | 3590/? [24:11<00:00,  2.47it/s]\nEpoch 0: |          | 3591/? [24:12<00:00,  2.47it/s]\nEpoch 0: |          | 3591/? [24:12<00:00,  2.47it/s]\nEpoch 0: |          | 3592/? [24:12<00:00,  2.47it/s]\nEpoch 0: |          | 3592/? [24:12<00:00,  2.47it/s]\nEpoch 0: |          | 3593/? [24:12<00:00,  2.47it/s]\nEpoch 0: |          | 3593/? [24:12<00:00,  2.47it/s]\nEpoch 0: |          | 3594/? [24:13<00:00,  2.47it/s]\nEpoch 0: |          | 3594/? [24:13<00:00,  2.47it/s]\nEpoch 0: |          | 3595/? [24:13<00:00,  2.47it/s]\nEpoch 0: |          | 3595/? [24:13<00:00,  2.47it/s]\nEpoch 0: |          | 3596/? [24:13<00:00,  2.47it/s]\nEpoch 0: |          | 3596/? [24:13<00:00,  2.47it/s]\nEpoch 0: |          | 3597/? [24:14<00:00,  2.47it/s]\nEpoch 0: |          | 3597/? [24:14<00:00,  2.47it/s]\nEpoch 0: |          | 3598/? [24:14<00:00,  2.47it/s]\nEpoch 0: |          | 3598/? [24:14<00:00,  2.47it/s]\nEpoch 0: |          | 3599/? [24:15<00:00,  2.47it/s]\nEpoch 0: |          | 3599/? [24:15<00:00,  2.47it/s]\nEpoch 0: |          | 3600/? [24:15<00:00,  2.47it/s]\nEpoch 0: |          | 3600/? [24:15<00:00,  2.47it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.85it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.16it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.11it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.19it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 3600/? [24:15<00:00,  2.47it/s]\nEpoch 0: |          | 3601/? [24:16<00:00,  2.47it/s]\nEpoch 0: |          | 3601/? [24:16<00:00,  2.47it/s]\nEpoch 0: |          | 3602/? [24:16<00:00,  2.47it/s]\nEpoch 0: |          | 3602/? [24:16<00:00,  2.47it/s]\nEpoch 0: |          | 3603/? [24:17<00:00,  2.47it/s]\nEpoch 0: |          | 3603/? [24:17<00:00,  2.47it/s]\nEpoch 0: |          | 3604/? [24:17<00:00,  2.47it/s]\nEpoch 0: |          | 3604/? [24:17<00:00,  2.47it/s]\nEpoch 0: |          | 3605/? [24:17<00:00,  2.47it/s]\nEpoch 0: |          | 3605/? [24:17<00:00,  2.47it/s]\nEpoch 0: |          | 3606/? [24:18<00:00,  2.47it/s]\nEpoch 0: |          | 3606/? [24:18<00:00,  2.47it/s]\nEpoch 0: |          | 3607/? [24:18<00:00,  2.47it/s]\nEpoch 0: |          | 3607/? [24:18<00:00,  2.47it/s]\nEpoch 0: |          | 3608/? [24:19<00:00,  2.47it/s]\nEpoch 0: |          | 3608/? [24:19<00:00,  2.47it/s]\nEpoch 0: |          | 3609/? [24:19<00:00,  2.47it/s]\nEpoch 0: |          | 3609/? [24:19<00:00,  2.47it/s]\nEpoch 0: |          | 3610/? [24:19<00:00,  2.47it/s]\nEpoch 0: |          | 3610/? [24:19<00:00,  2.47it/s]\nEpoch 0: |          | 3611/? [24:20<00:00,  2.47it/s]\nEpoch 0: |          | 3611/? [24:20<00:00,  2.47it/s]\nEpoch 0: |          | 3612/? [24:20<00:00,  2.47it/s]\nEpoch 0: |          | 3612/? [24:20<00:00,  2.47it/s]\nEpoch 0: |          | 3613/? [24:20<00:00,  2.47it/s]\nEpoch 0: |          | 3613/? [24:20<00:00,  2.47it/s]\nEpoch 0: |          | 3614/? [24:21<00:00,  2.47it/s]\nEpoch 0: |          | 3614/? [24:21<00:00,  2.47it/s]\nEpoch 0: |          | 3615/? [24:21<00:00,  2.47it/s]\nEpoch 0: |          | 3615/? [24:21<00:00,  2.47it/s]\nEpoch 0: |          | 3616/? [24:22<00:00,  2.47it/s]\nEpoch 0: |          | 3616/? [24:22<00:00,  2.47it/s]\nEpoch 0: |          | 3617/? [24:22<00:00,  2.47it/s]\nEpoch 0: |          | 3617/? [24:22<00:00,  2.47it/s]\nEpoch 0: |          | 3618/? [24:22<00:00,  2.47it/s]\nEpoch 0: |          | 3618/? [24:22<00:00,  2.47it/s]\nEpoch 0: |          | 3619/? [24:23<00:00,  2.47it/s]\nEpoch 0: |          | 3619/? [24:23<00:00,  2.47it/s]\nEpoch 0: |          | 3620/? [24:23<00:00,  2.47it/s]\nEpoch 0: |          | 3620/? [24:23<00:00,  2.47it/s]\nEpoch 0: |          | 3621/? [24:23<00:00,  2.47it/s]\nEpoch 0: |          | 3621/? [24:23<00:00,  2.47it/s]\nEpoch 0: |          | 3622/? [24:24<00:00,  2.47it/s]\nEpoch 0: |          | 3622/? [24:24<00:00,  2.47it/s]\nEpoch 0: |          | 3623/? [24:24<00:00,  2.47it/s]\nEpoch 0: |          | 3623/? [24:24<00:00,  2.47it/s]\nEpoch 0: |          | 3624/? [24:25<00:00,  2.47it/s]\nEpoch 0: |          | 3624/? [24:25<00:00,  2.47it/s]\nEpoch 0: |          | 3625/? [24:25<00:00,  2.47it/s]\nEpoch 0: |          | 3625/? [24:25<00:00,  2.47it/s]\nEpoch 0: |          | 3626/? [24:25<00:00,  2.47it/s]\nEpoch 0: |          | 3626/? [24:25<00:00,  2.47it/s]\nEpoch 0: |          | 3627/? [24:26<00:00,  2.47it/s]\nEpoch 0: |          | 3627/? [24:26<00:00,  2.47it/s]\nEpoch 0: |          | 3628/? [24:26<00:00,  2.47it/s]\nEpoch 0: |          | 3628/? [24:26<00:00,  2.47it/s]\nEpoch 0: |          | 3629/? [24:26<00:00,  2.47it/s]\nEpoch 0: |          | 3629/? [24:26<00:00,  2.47it/s]\nEpoch 0: |          | 3630/? [24:27<00:00,  2.47it/s]\nEpoch 0: |          | 3630/? [24:27<00:00,  2.47it/s]\nEpoch 0: |          | 3631/? [24:27<00:00,  2.47it/s]\nEpoch 0: |          | 3631/? [24:27<00:00,  2.47it/s]\nEpoch 0: |          | 3632/? [24:28<00:00,  2.47it/s]\nEpoch 0: |          | 3632/? [24:28<00:00,  2.47it/s]\nEpoch 0: |          | 3633/? [24:28<00:00,  2.47it/s]\nEpoch 0: |          | 3633/? [24:28<00:00,  2.47it/s]\nEpoch 0: |          | 3634/? [24:28<00:00,  2.47it/s]\nEpoch 0: |          | 3634/? [24:28<00:00,  2.47it/s]\nEpoch 0: |          | 3635/? [24:29<00:00,  2.47it/s]\nEpoch 0: |          | 3635/? [24:29<00:00,  2.47it/s]\nEpoch 0: |          | 3636/? [24:29<00:00,  2.47it/s]\nEpoch 0: |          | 3636/? [24:29<00:00,  2.47it/s]\nEpoch 0: |          | 3637/? [24:29<00:00,  2.47it/s]\nEpoch 0: |          | 3637/? [24:29<00:00,  2.47it/s]\nEpoch 0: |          | 3638/? [24:30<00:00,  2.47it/s]\nEpoch 0: |          | 3638/? [24:30<00:00,  2.47it/s]\nEpoch 0: |          | 3639/? [24:30<00:00,  2.47it/s]\nEpoch 0: |          | 3639/? [24:30<00:00,  2.47it/s]\nEpoch 0: |          | 3640/? [24:31<00:00,  2.47it/s]\nEpoch 0: |          | 3640/? [24:31<00:00,  2.47it/s]\nEpoch 0: |          | 3641/? [24:31<00:00,  2.47it/s]\nEpoch 0: |          | 3641/? [24:31<00:00,  2.47it/s]\nEpoch 0: |          | 3642/? [24:31<00:00,  2.47it/s]\nEpoch 0: |          | 3642/? [24:31<00:00,  2.47it/s]\nEpoch 0: |          | 3643/? [24:32<00:00,  2.47it/s]\nEpoch 0: |          | 3643/? [24:32<00:00,  2.47it/s]\nEpoch 0: |          | 3644/? [24:32<00:00,  2.47it/s]\nEpoch 0: |          | 3644/? [24:32<00:00,  2.47it/s]\nEpoch 0: |          | 3645/? [24:33<00:00,  2.47it/s]\nEpoch 0: |          | 3645/? [24:33<00:00,  2.47it/s]\nEpoch 0: |          | 3646/? [24:33<00:00,  2.47it/s]\nEpoch 0: |          | 3646/? [24:33<00:00,  2.47it/s]\nEpoch 0: |          | 3647/? [24:33<00:00,  2.47it/s]\nEpoch 0: |          | 3647/? [24:33<00:00,  2.47it/s]\nEpoch 0: |          | 3648/? [24:34<00:00,  2.47it/s]\nEpoch 0: |          | 3648/? [24:34<00:00,  2.47it/s]\nEpoch 0: |          | 3649/? [24:34<00:00,  2.47it/s]\nEpoch 0: |          | 3649/? [24:34<00:00,  2.47it/s]\nEpoch 0: |          | 3650/? [24:34<00:00,  2.47it/s]\nEpoch 0: |          | 3650/? [24:34<00:00,  2.47it/s]\nEpoch 0: |          | 3651/? [24:35<00:00,  2.47it/s]\nEpoch 0: |          | 3651/? [24:35<00:00,  2.47it/s]\nEpoch 0: |          | 3652/? [24:35<00:00,  2.47it/s]\nEpoch 0: |          | 3652/? [24:35<00:00,  2.47it/s]\nEpoch 0: |          | 3653/? [24:36<00:00,  2.47it/s]\nEpoch 0: |          | 3653/? [24:36<00:00,  2.47it/s]\nEpoch 0: |          | 3654/? [24:36<00:00,  2.47it/s]\nEpoch 0: |          | 3654/? [24:36<00:00,  2.47it/s]\nEpoch 0: |          | 3655/? [24:36<00:00,  2.47it/s]\nEpoch 0: |          | 3655/? [24:36<00:00,  2.47it/s]\nEpoch 0: |          | 3656/? [24:37<00:00,  2.47it/s]\nEpoch 0: |          | 3656/? [24:37<00:00,  2.47it/s]\nEpoch 0: |          | 3657/? [24:37<00:00,  2.48it/s]\nEpoch 0: |          | 3657/? [24:37<00:00,  2.48it/s]\nEpoch 0: |          | 3658/? [24:37<00:00,  2.48it/s]\nEpoch 0: |          | 3658/? [24:37<00:00,  2.48it/s]\nEpoch 0: |          | 3659/? [24:38<00:00,  2.48it/s]\nEpoch 0: |          | 3659/? [24:38<00:00,  2.48it/s]\nEpoch 0: |          | 3660/? [24:38<00:00,  2.48it/s]\nEpoch 0: |          | 3660/? [24:38<00:00,  2.48it/s]\nEpoch 0: |          | 3661/? [24:39<00:00,  2.48it/s]\nEpoch 0: |          | 3661/? [24:39<00:00,  2.48it/s]\nEpoch 0: |          | 3662/? [24:39<00:00,  2.48it/s]\nEpoch 0: |          | 3662/? [24:39<00:00,  2.48it/s]\nEpoch 0: |          | 3663/? [24:39<00:00,  2.48it/s]\nEpoch 0: |          | 3663/? [24:39<00:00,  2.48it/s]\nEpoch 0: |          | 3664/? [24:40<00:00,  2.48it/s]\nEpoch 0: |          | 3664/? [24:40<00:00,  2.48it/s]\nEpoch 0: |          | 3665/? [24:40<00:00,  2.48it/s]\nEpoch 0: |          | 3665/? [24:40<00:00,  2.48it/s]\nEpoch 0: |          | 3666/? [24:40<00:00,  2.48it/s]\nEpoch 0: |          | 3666/? [24:40<00:00,  2.48it/s]\nEpoch 0: |          | 3667/? [24:41<00:00,  2.48it/s]\nEpoch 0: |          | 3667/? [24:41<00:00,  2.48it/s]\nEpoch 0: |          | 3668/? [24:41<00:00,  2.48it/s]\nEpoch 0: |          | 3668/? [24:41<00:00,  2.48it/s]\nEpoch 0: |          | 3669/? [24:42<00:00,  2.48it/s]\nEpoch 0: |          | 3669/? [24:42<00:00,  2.48it/s]\nEpoch 0: |          | 3670/? [24:42<00:00,  2.48it/s]\nEpoch 0: |          | 3670/? [24:42<00:00,  2.48it/s]\nEpoch 0: |          | 3671/? [24:42<00:00,  2.48it/s]\nEpoch 0: |          | 3671/? [24:42<00:00,  2.48it/s]\nEpoch 0: |          | 3672/? [24:43<00:00,  2.48it/s]\nEpoch 0: |          | 3672/? [24:43<00:00,  2.48it/s]\nEpoch 0: |          | 3673/? [24:43<00:00,  2.48it/s]\nEpoch 0: |          | 3673/? [24:43<00:00,  2.48it/s]\nEpoch 0: |          | 3674/? [24:44<00:00,  2.48it/s]\nEpoch 0: |          | 3674/? [24:44<00:00,  2.48it/s]\nEpoch 0: |          | 3675/? [24:44<00:00,  2.48it/s]\nEpoch 0: |          | 3675/? [24:44<00:00,  2.48it/s]\nEpoch 0: |          | 3676/? [24:44<00:00,  2.48it/s]\nEpoch 0: |          | 3676/? [24:44<00:00,  2.48it/s]\nEpoch 0: |          | 3677/? [24:45<00:00,  2.48it/s]\nEpoch 0: |          | 3677/? [24:45<00:00,  2.48it/s]\nEpoch 0: |          | 3678/? [24:45<00:00,  2.48it/s]\nEpoch 0: |          | 3678/? [24:45<00:00,  2.48it/s]\nEpoch 0: |          | 3679/? [24:45<00:00,  2.48it/s]\nEpoch 0: |          | 3679/? [24:45<00:00,  2.48it/s]\nEpoch 0: |          | 3680/? [24:46<00:00,  2.48it/s]\nEpoch 0: |          | 3680/? [24:46<00:00,  2.48it/s]\nEpoch 0: |          | 3681/? [24:46<00:00,  2.48it/s]\nEpoch 0: |          | 3681/? [24:46<00:00,  2.48it/s]\nEpoch 0: |          | 3682/? [24:47<00:00,  2.48it/s]\nEpoch 0: |          | 3682/? [24:47<00:00,  2.48it/s]\nEpoch 0: |          | 3683/? [24:47<00:00,  2.48it/s]\nEpoch 0: |          | 3683/? [24:47<00:00,  2.48it/s]\nEpoch 0: |          | 3684/? [24:47<00:00,  2.48it/s]\nEpoch 0: |          | 3684/? [24:47<00:00,  2.48it/s]\nEpoch 0: |          | 3685/? [24:48<00:00,  2.48it/s]\nEpoch 0: |          | 3685/? [24:48<00:00,  2.48it/s]\nEpoch 0: |          | 3686/? [24:48<00:00,  2.48it/s]\nEpoch 0: |          | 3686/? [24:48<00:00,  2.48it/s]\nEpoch 0: |          | 3687/? [24:48<00:00,  2.48it/s]\nEpoch 0: |          | 3687/? [24:48<00:00,  2.48it/s]\nEpoch 0: |          | 3688/? [24:49<00:00,  2.48it/s]\nEpoch 0: |          | 3688/? [24:49<00:00,  2.48it/s]\nEpoch 0: |          | 3689/? [24:49<00:00,  2.48it/s]\nEpoch 0: |          | 3689/? [24:49<00:00,  2.48it/s]\nEpoch 0: |          | 3690/? [24:50<00:00,  2.48it/s]\nEpoch 0: |          | 3690/? [24:50<00:00,  2.48it/s]\nEpoch 0: |          | 3691/? [24:50<00:00,  2.48it/s]\nEpoch 0: |          | 3691/? [24:50<00:00,  2.48it/s]\nEpoch 0: |          | 3692/? [24:50<00:00,  2.48it/s]\nEpoch 0: |          | 3692/? [24:50<00:00,  2.48it/s]\nEpoch 0: |          | 3693/? [24:51<00:00,  2.48it/s]\nEpoch 0: |          | 3693/? [24:51<00:00,  2.48it/s]\nEpoch 0: |          | 3694/? [24:51<00:00,  2.48it/s]\nEpoch 0: |          | 3694/? [24:51<00:00,  2.48it/s]\nEpoch 0: |          | 3695/? [24:51<00:00,  2.48it/s]\nEpoch 0: |          | 3695/? [24:51<00:00,  2.48it/s]\nEpoch 0: |          | 3696/? [24:52<00:00,  2.48it/s]\nEpoch 0: |          | 3696/? [24:52<00:00,  2.48it/s]\nEpoch 0: |          | 3697/? [24:52<00:00,  2.48it/s]\nEpoch 0: |          | 3697/? [24:52<00:00,  2.48it/s]\nEpoch 0: |          | 3698/? [24:53<00:00,  2.48it/s]\nEpoch 0: |          | 3698/? [24:53<00:00,  2.48it/s]\nEpoch 0: |          | 3699/? [24:53<00:00,  2.48it/s]\nEpoch 0: |          | 3699/? [24:53<00:00,  2.48it/s]\nEpoch 0: |          | 3700/? [24:53<00:00,  2.48it/s]\nEpoch 0: |          | 3700/? [24:53<00:00,  2.48it/s]\nEpoch 0: |          | 3701/? [24:54<00:00,  2.48it/s]\nEpoch 0: |          | 3701/? [24:54<00:00,  2.48it/s]\nEpoch 0: |          | 3702/? [24:54<00:00,  2.48it/s]\nEpoch 0: |          | 3702/? [24:54<00:00,  2.48it/s]\nEpoch 0: |          | 3703/? [24:54<00:00,  2.48it/s]\nEpoch 0: |          | 3703/? [24:54<00:00,  2.48it/s]\nEpoch 0: |          | 3704/? [24:55<00:00,  2.48it/s]\nEpoch 0: |          | 3704/? [24:55<00:00,  2.48it/s]\nEpoch 0: |          | 3705/? [24:55<00:00,  2.48it/s]\nEpoch 0: |          | 3705/? [24:55<00:00,  2.48it/s]\nEpoch 0: |          | 3706/? [24:56<00:00,  2.48it/s]\nEpoch 0: |          | 3706/? [24:56<00:00,  2.48it/s]\nEpoch 0: |          | 3707/? [24:56<00:00,  2.48it/s]\nEpoch 0: |          | 3707/? [24:56<00:00,  2.48it/s]\nEpoch 0: |          | 3708/? [24:56<00:00,  2.48it/s]\nEpoch 0: |          | 3708/? [24:56<00:00,  2.48it/s]\nEpoch 0: |          | 3709/? [24:57<00:00,  2.48it/s]\nEpoch 0: |          | 3709/? [24:57<00:00,  2.48it/s]\nEpoch 0: |          | 3710/? [24:57<00:00,  2.48it/s]\nEpoch 0: |          | 3710/? [24:57<00:00,  2.48it/s]\nEpoch 0: |          | 3711/? [24:57<00:00,  2.48it/s]\nEpoch 0: |          | 3711/? [24:57<00:00,  2.48it/s]\nEpoch 0: |          | 3712/? [24:58<00:00,  2.48it/s]\nEpoch 0: |          | 3712/? [24:58<00:00,  2.48it/s]\nEpoch 0: |          | 3713/? [24:58<00:00,  2.48it/s]\nEpoch 0: |          | 3713/? [24:58<00:00,  2.48it/s]\nEpoch 0: |          | 3714/? [24:59<00:00,  2.48it/s]\nEpoch 0: |          | 3714/? [24:59<00:00,  2.48it/s]\nEpoch 0: |          | 3715/? [24:59<00:00,  2.48it/s]\nEpoch 0: |          | 3715/? [24:59<00:00,  2.48it/s]\nEpoch 0: |          | 3716/? [24:59<00:00,  2.48it/s]\nEpoch 0: |          | 3716/? [24:59<00:00,  2.48it/s]\nEpoch 0: |          | 3717/? [25:00<00:00,  2.48it/s]\nEpoch 0: |          | 3717/? [25:00<00:00,  2.48it/s]\nEpoch 0: |          | 3718/? [25:00<00:00,  2.48it/s]\nEpoch 0: |          | 3718/? [25:00<00:00,  2.48it/s]\nEpoch 0: |          | 3719/? [25:00<00:00,  2.48it/s]\nEpoch 0: |          | 3719/? [25:00<00:00,  2.48it/s]\nEpoch 0: |          | 3720/? [25:01<00:00,  2.48it/s]\nEpoch 0: |          | 3720/? [25:01<00:00,  2.48it/s]\nEpoch 0: |          | 3721/? [25:01<00:00,  2.48it/s]\nEpoch 0: |          | 3721/? [25:01<00:00,  2.48it/s]\nEpoch 0: |          | 3722/? [25:02<00:00,  2.48it/s]\nEpoch 0: |          | 3722/? [25:02<00:00,  2.48it/s]\nEpoch 0: |          | 3723/? [25:02<00:00,  2.48it/s]\nEpoch 0: |          | 3723/? [25:02<00:00,  2.48it/s]\nEpoch 0: |          | 3724/? [25:02<00:00,  2.48it/s]\nEpoch 0: |          | 3724/? [25:02<00:00,  2.48it/s]\nEpoch 0: |          | 3725/? [25:03<00:00,  2.48it/s]\nEpoch 0: |          | 3725/? [25:03<00:00,  2.48it/s]\nEpoch 0: |          | 3726/? [25:03<00:00,  2.48it/s]\nEpoch 0: |          | 3726/? [25:03<00:00,  2.48it/s]\nEpoch 0: |          | 3727/? [25:04<00:00,  2.48it/s]\nEpoch 0: |          | 3727/? [25:04<00:00,  2.48it/s]\nEpoch 0: |          | 3728/? [25:04<00:00,  2.48it/s]\nEpoch 0: |          | 3728/? [25:04<00:00,  2.48it/s]\nEpoch 0: |          | 3729/? [25:04<00:00,  2.48it/s]\nEpoch 0: |          | 3729/? [25:04<00:00,  2.48it/s]\nEpoch 0: |          | 3730/? [25:05<00:00,  2.48it/s]\nEpoch 0: |          | 3730/? [25:05<00:00,  2.48it/s]\nEpoch 0: |          | 3731/? [25:05<00:00,  2.48it/s]\nEpoch 0: |          | 3731/? [25:05<00:00,  2.48it/s]\nEpoch 0: |          | 3732/? [25:05<00:00,  2.48it/s]\nEpoch 0: |          | 3732/? [25:05<00:00,  2.48it/s]\nEpoch 0: |          | 3733/? [25:06<00:00,  2.48it/s]\nEpoch 0: |          | 3733/? [25:06<00:00,  2.48it/s]\nEpoch 0: |          | 3734/? [25:06<00:00,  2.48it/s]\nEpoch 0: |          | 3734/? [25:06<00:00,  2.48it/s]\nEpoch 0: |          | 3735/? [25:07<00:00,  2.48it/s]\nEpoch 0: |          | 3735/? [25:07<00:00,  2.48it/s]\nEpoch 0: |          | 3736/? [25:07<00:00,  2.48it/s]\nEpoch 0: |          | 3736/? [25:07<00:00,  2.48it/s]\nEpoch 0: |          | 3737/? [25:07<00:00,  2.48it/s]\nEpoch 0: |          | 3737/? [25:07<00:00,  2.48it/s]\nEpoch 0: |          | 3738/? [25:08<00:00,  2.48it/s]\nEpoch 0: |          | 3738/? [25:08<00:00,  2.48it/s]\nEpoch 0: |          | 3739/? [25:08<00:00,  2.48it/s]\nEpoch 0: |          | 3739/? [25:08<00:00,  2.48it/s]\nEpoch 0: |          | 3740/? [25:08<00:00,  2.48it/s]\nEpoch 0: |          | 3740/? [25:08<00:00,  2.48it/s]\nEpoch 0: |          | 3741/? [25:09<00:00,  2.48it/s]\nEpoch 0: |          | 3741/? [25:09<00:00,  2.48it/s]\nEpoch 0: |          | 3742/? [25:09<00:00,  2.48it/s]\nEpoch 0: |          | 3742/? [25:09<00:00,  2.48it/s]\nEpoch 0: |          | 3743/? [25:10<00:00,  2.48it/s]\nEpoch 0: |          | 3743/? [25:10<00:00,  2.48it/s]\nEpoch 0: |          | 3744/? [25:10<00:00,  2.48it/s]\nEpoch 0: |          | 3744/? [25:10<00:00,  2.48it/s]\nEpoch 0: |          | 3745/? [25:10<00:00,  2.48it/s]\nEpoch 0: |          | 3745/? [25:10<00:00,  2.48it/s]\nEpoch 0: |          | 3746/? [25:11<00:00,  2.48it/s]\nEpoch 0: |          | 3746/? [25:11<00:00,  2.48it/s]\nEpoch 0: |          | 3747/? [25:11<00:00,  2.48it/s]\nEpoch 0: |          | 3747/? [25:11<00:00,  2.48it/s]\nEpoch 0: |          | 3748/? [25:11<00:00,  2.48it/s]\nEpoch 0: |          | 3748/? [25:11<00:00,  2.48it/s]\nEpoch 0: |          | 3749/? [25:12<00:00,  2.48it/s]\nEpoch 0: |          | 3749/? [25:12<00:00,  2.48it/s]\nEpoch 0: |          | 3750/? [25:12<00:00,  2.48it/s]\nEpoch 0: |          | 3750/? [25:12<00:00,  2.48it/s]\nEpoch 0: |          | 3751/? [25:13<00:00,  2.48it/s]\nEpoch 0: |          | 3751/? [25:13<00:00,  2.48it/s]\nEpoch 0: |          | 3752/? [25:13<00:00,  2.48it/s]\nEpoch 0: |          | 3752/? [25:13<00:00,  2.48it/s]\nEpoch 0: |          | 3753/? [25:13<00:00,  2.48it/s]\nEpoch 0: |          | 3753/? [25:13<00:00,  2.48it/s]\nEpoch 0: |          | 3754/? [25:14<00:00,  2.48it/s]\nEpoch 0: |          | 3754/? [25:14<00:00,  2.48it/s]\nEpoch 0: |          | 3755/? [25:14<00:00,  2.48it/s]\nEpoch 0: |          | 3755/? [25:14<00:00,  2.48it/s]\nEpoch 0: |          | 3756/? [25:15<00:00,  2.48it/s]\nEpoch 0: |          | 3756/? [25:15<00:00,  2.48it/s]\nEpoch 0: |          | 3757/? [25:15<00:00,  2.48it/s]\nEpoch 0: |          | 3757/? [25:15<00:00,  2.48it/s]\nEpoch 0: |          | 3758/? [25:15<00:00,  2.48it/s]\nEpoch 0: |          | 3758/? [25:15<00:00,  2.48it/s]\nEpoch 0: |          | 3759/? [25:16<00:00,  2.48it/s]\nEpoch 0: |          | 3759/? [25:16<00:00,  2.48it/s]\nEpoch 0: |          | 3760/? [25:16<00:00,  2.48it/s]\nEpoch 0: |          | 3760/? [25:16<00:00,  2.48it/s]\nEpoch 0: |          | 3761/? [25:16<00:00,  2.48it/s]\nEpoch 0: |          | 3761/? [25:16<00:00,  2.48it/s]\nEpoch 0: |          | 3762/? [25:17<00:00,  2.48it/s]\nEpoch 0: |          | 3762/? [25:17<00:00,  2.48it/s]\nEpoch 0: |          | 3763/? [25:17<00:00,  2.48it/s]\nEpoch 0: |          | 3763/? [25:17<00:00,  2.48it/s]\nEpoch 0: |          | 3764/? [25:18<00:00,  2.48it/s]\nEpoch 0: |          | 3764/? [25:18<00:00,  2.48it/s]\nEpoch 0: |          | 3765/? [25:18<00:00,  2.48it/s]\nEpoch 0: |          | 3765/? [25:18<00:00,  2.48it/s]\nEpoch 0: |          | 3766/? [25:18<00:00,  2.48it/s]\nEpoch 0: |          | 3766/? [25:18<00:00,  2.48it/s]\nEpoch 0: |          | 3767/? [25:19<00:00,  2.48it/s]\nEpoch 0: |          | 3767/? [25:19<00:00,  2.48it/s]\nEpoch 0: |          | 3768/? [25:19<00:00,  2.48it/s]\nEpoch 0: |          | 3768/? [25:19<00:00,  2.48it/s]\nEpoch 0: |          | 3769/? [25:19<00:00,  2.48it/s]\nEpoch 0: |          | 3769/? [25:19<00:00,  2.48it/s]\nEpoch 0: |          | 3770/? [25:20<00:00,  2.48it/s]\nEpoch 0: |          | 3770/? [25:20<00:00,  2.48it/s]\nEpoch 0: |          | 3771/? [25:20<00:00,  2.48it/s]\nEpoch 0: |          | 3771/? [25:20<00:00,  2.48it/s]\nEpoch 0: |          | 3772/? [25:21<00:00,  2.48it/s]\nEpoch 0: |          | 3772/? [25:21<00:00,  2.48it/s]\nEpoch 0: |          | 3773/? [25:21<00:00,  2.48it/s]\nEpoch 0: |          | 3773/? [25:21<00:00,  2.48it/s]\nEpoch 0: |          | 3774/? [25:21<00:00,  2.48it/s]\nEpoch 0: |          | 3774/? [25:21<00:00,  2.48it/s]\nEpoch 0: |          | 3775/? [25:22<00:00,  2.48it/s]\nEpoch 0: |          | 3775/? [25:22<00:00,  2.48it/s]\nEpoch 0: |          | 3776/? [25:22<00:00,  2.48it/s]\nEpoch 0: |          | 3776/? [25:22<00:00,  2.48it/s]\nEpoch 0: |          | 3777/? [25:22<00:00,  2.48it/s]\nEpoch 0: |          | 3777/? [25:22<00:00,  2.48it/s]\nEpoch 0: |          | 3778/? [25:23<00:00,  2.48it/s]\nEpoch 0: |          | 3778/? [25:23<00:00,  2.48it/s]\nEpoch 0: |          | 3779/? [25:23<00:00,  2.48it/s]\nEpoch 0: |          | 3779/? [25:23<00:00,  2.48it/s]\nEpoch 0: |          | 3780/? [25:24<00:00,  2.48it/s]\nEpoch 0: |          | 3780/? [25:24<00:00,  2.48it/s]\nEpoch 0: |          | 3781/? [25:24<00:00,  2.48it/s]\nEpoch 0: |          | 3781/? [25:24<00:00,  2.48it/s]\nEpoch 0: |          | 3782/? [25:24<00:00,  2.48it/s]\nEpoch 0: |          | 3782/? [25:24<00:00,  2.48it/s]\nEpoch 0: |          | 3783/? [25:25<00:00,  2.48it/s]\nEpoch 0: |          | 3783/? [25:25<00:00,  2.48it/s]\nEpoch 0: |          | 3784/? [25:25<00:00,  2.48it/s]\nEpoch 0: |          | 3784/? [25:25<00:00,  2.48it/s]\nEpoch 0: |          | 3785/? [25:25<00:00,  2.48it/s]\nEpoch 0: |          | 3785/? [25:25<00:00,  2.48it/s]\nEpoch 0: |          | 3786/? [25:26<00:00,  2.48it/s]\nEpoch 0: |          | 3786/? [25:26<00:00,  2.48it/s]\nEpoch 0: |          | 3787/? [25:26<00:00,  2.48it/s]\nEpoch 0: |          | 3787/? [25:26<00:00,  2.48it/s]\nEpoch 0: |          | 3788/? [25:27<00:00,  2.48it/s]\nEpoch 0: |          | 3788/? [25:27<00:00,  2.48it/s]\nEpoch 0: |          | 3789/? [25:27<00:00,  2.48it/s]\nEpoch 0: |          | 3789/? [25:27<00:00,  2.48it/s]\nEpoch 0: |          | 3790/? [25:27<00:00,  2.48it/s]\nEpoch 0: |          | 3790/? [25:27<00:00,  2.48it/s]\nEpoch 0: |          | 3791/? [25:28<00:00,  2.48it/s]\nEpoch 0: |          | 3791/? [25:28<00:00,  2.48it/s]\nEpoch 0: |          | 3792/? [25:28<00:00,  2.48it/s]\nEpoch 0: |          | 3792/? [25:28<00:00,  2.48it/s]\nEpoch 0: |          | 3793/? [25:29<00:00,  2.48it/s]\nEpoch 0: |          | 3793/? [25:29<00:00,  2.48it/s]\nEpoch 0: |          | 3794/? [25:29<00:00,  2.48it/s]\nEpoch 0: |          | 3794/? [25:29<00:00,  2.48it/s]\nEpoch 0: |          | 3795/? [25:29<00:00,  2.48it/s]\nEpoch 0: |          | 3795/? [25:29<00:00,  2.48it/s]\nEpoch 0: |          | 3796/? [25:30<00:00,  2.48it/s]\nEpoch 0: |          | 3796/? [25:30<00:00,  2.48it/s]\nEpoch 0: |          | 3797/? [25:30<00:00,  2.48it/s]\nEpoch 0: |          | 3797/? [25:30<00:00,  2.48it/s]\nEpoch 0: |          | 3798/? [25:30<00:00,  2.48it/s]\nEpoch 0: |          | 3798/? [25:30<00:00,  2.48it/s]\nEpoch 0: |          | 3799/? [25:31<00:00,  2.48it/s]\nEpoch 0: |          | 3799/? [25:31<00:00,  2.48it/s]\nEpoch 0: |          | 3800/? [25:31<00:00,  2.48it/s]\nEpoch 0: |          | 3800/? [25:31<00:00,  2.48it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.93it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.16it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.02it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.14it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 3800/? [25:32<00:00,  2.48it/s]\nEpoch 0: |          | 3801/? [25:32<00:00,  2.48it/s]\nEpoch 0: |          | 3801/? [25:32<00:00,  2.48it/s]\nEpoch 0: |          | 3802/? [25:32<00:00,  2.48it/s]\nEpoch 0: |          | 3802/? [25:32<00:00,  2.48it/s]\nEpoch 0: |          | 3803/? [25:33<00:00,  2.48it/s]\nEpoch 0: |          | 3803/? [25:33<00:00,  2.48it/s]\nEpoch 0: |          | 3804/? [25:33<00:00,  2.48it/s]\nEpoch 0: |          | 3804/? [25:33<00:00,  2.48it/s]\nEpoch 0: |          | 3805/? [25:34<00:00,  2.48it/s]\nEpoch 0: |          | 3805/? [25:34<00:00,  2.48it/s]\nEpoch 0: |          | 3806/? [25:34<00:00,  2.48it/s]\nEpoch 0: |          | 3806/? [25:34<00:00,  2.48it/s]\nEpoch 0: |          | 3807/? [25:34<00:00,  2.48it/s]\nEpoch 0: |          | 3807/? [25:34<00:00,  2.48it/s]\nEpoch 0: |          | 3808/? [25:35<00:00,  2.48it/s]\nEpoch 0: |          | 3808/? [25:35<00:00,  2.48it/s]\nEpoch 0: |          | 3809/? [25:35<00:00,  2.48it/s]\nEpoch 0: |          | 3809/? [25:35<00:00,  2.48it/s]\nEpoch 0: |          | 3810/? [25:35<00:00,  2.48it/s]\nEpoch 0: |          | 3810/? [25:35<00:00,  2.48it/s]\nEpoch 0: |          | 3811/? [25:36<00:00,  2.48it/s]\nEpoch 0: |          | 3811/? [25:36<00:00,  2.48it/s]\nEpoch 0: |          | 3812/? [25:36<00:00,  2.48it/s]\nEpoch 0: |          | 3812/? [25:36<00:00,  2.48it/s]\nEpoch 0: |          | 3813/? [25:37<00:00,  2.48it/s]\nEpoch 0: |          | 3813/? [25:37<00:00,  2.48it/s]\nEpoch 0: |          | 3814/? [25:37<00:00,  2.48it/s]\nEpoch 0: |          | 3814/? [25:37<00:00,  2.48it/s]\nEpoch 0: |          | 3815/? [25:37<00:00,  2.48it/s]\nEpoch 0: |          | 3815/? [25:37<00:00,  2.48it/s]\nEpoch 0: |          | 3816/? [25:38<00:00,  2.48it/s]\nEpoch 0: |          | 3816/? [25:38<00:00,  2.48it/s]\nEpoch 0: |          | 3817/? [25:38<00:00,  2.48it/s]\nEpoch 0: |          | 3817/? [25:38<00:00,  2.48it/s]\nEpoch 0: |          | 3818/? [25:38<00:00,  2.48it/s]\nEpoch 0: |          | 3818/? [25:38<00:00,  2.48it/s]\nEpoch 0: |          | 3819/? [25:39<00:00,  2.48it/s]\nEpoch 0: |          | 3819/? [25:39<00:00,  2.48it/s]\nEpoch 0: |          | 3820/? [25:39<00:00,  2.48it/s]\nEpoch 0: |          | 3820/? [25:39<00:00,  2.48it/s]\nEpoch 0: |          | 3821/? [25:40<00:00,  2.48it/s]\nEpoch 0: |          | 3821/? [25:40<00:00,  2.48it/s]\nEpoch 0: |          | 3822/? [25:40<00:00,  2.48it/s]\nEpoch 0: |          | 3822/? [25:40<00:00,  2.48it/s]\nEpoch 0: |          | 3823/? [25:40<00:00,  2.48it/s]\nEpoch 0: |          | 3823/? [25:40<00:00,  2.48it/s]\nEpoch 0: |          | 3824/? [25:41<00:00,  2.48it/s]\nEpoch 0: |          | 3824/? [25:41<00:00,  2.48it/s]\nEpoch 0: |          | 3825/? [25:41<00:00,  2.48it/s]\nEpoch 0: |          | 3825/? [25:41<00:00,  2.48it/s]\nEpoch 0: |          | 3826/? [25:41<00:00,  2.48it/s]\nEpoch 0: |          | 3826/? [25:41<00:00,  2.48it/s]\nEpoch 0: |          | 3827/? [25:42<00:00,  2.48it/s]\nEpoch 0: |          | 3827/? [25:42<00:00,  2.48it/s]\nEpoch 0: |          | 3828/? [25:42<00:00,  2.48it/s]\nEpoch 0: |          | 3828/? [25:42<00:00,  2.48it/s]\nEpoch 0: |          | 3829/? [25:43<00:00,  2.48it/s]\nEpoch 0: |          | 3829/? [25:43<00:00,  2.48it/s]\nEpoch 0: |          | 3830/? [25:43<00:00,  2.48it/s]\nEpoch 0: |          | 3830/? [25:43<00:00,  2.48it/s]\nEpoch 0: |          | 3831/? [25:43<00:00,  2.48it/s]\nEpoch 0: |          | 3831/? [25:43<00:00,  2.48it/s]\nEpoch 0: |          | 3832/? [25:44<00:00,  2.48it/s]\nEpoch 0: |          | 3832/? [25:44<00:00,  2.48it/s]\nEpoch 0: |          | 3833/? [25:44<00:00,  2.48it/s]\nEpoch 0: |          | 3833/? [25:44<00:00,  2.48it/s]\nEpoch 0: |          | 3834/? [25:45<00:00,  2.48it/s]\nEpoch 0: |          | 3834/? [25:45<00:00,  2.48it/s]\nEpoch 0: |          | 3835/? [25:45<00:00,  2.48it/s]\nEpoch 0: |          | 3835/? [25:45<00:00,  2.48it/s]\nEpoch 0: |          | 3836/? [25:45<00:00,  2.48it/s]\nEpoch 0: |          | 3836/? [25:45<00:00,  2.48it/s]\nEpoch 0: |          | 3837/? [25:46<00:00,  2.48it/s]\nEpoch 0: |          | 3837/? [25:46<00:00,  2.48it/s]\nEpoch 0: |          | 3838/? [25:46<00:00,  2.48it/s]\nEpoch 0: |          | 3838/? [25:46<00:00,  2.48it/s]\nEpoch 0: |          | 3839/? [25:46<00:00,  2.48it/s]\nEpoch 0: |          | 3839/? [25:46<00:00,  2.48it/s]\nEpoch 0: |          | 3840/? [25:47<00:00,  2.48it/s]\nEpoch 0: |          | 3840/? [25:47<00:00,  2.48it/s]\nEpoch 0: |          | 3841/? [25:47<00:00,  2.48it/s]\nEpoch 0: |          | 3841/? [25:47<00:00,  2.48it/s]\nEpoch 0: |          | 3842/? [25:48<00:00,  2.48it/s]\nEpoch 0: |          | 3842/? [25:48<00:00,  2.48it/s]\nEpoch 0: |          | 3843/? [25:48<00:00,  2.48it/s]\nEpoch 0: |          | 3843/? [25:48<00:00,  2.48it/s]\nEpoch 0: |          | 3844/? [25:48<00:00,  2.48it/s]\nEpoch 0: |          | 3844/? [25:48<00:00,  2.48it/s]\nEpoch 0: |          | 3845/? [25:49<00:00,  2.48it/s]\nEpoch 0: |          | 3845/? [25:49<00:00,  2.48it/s]\nEpoch 0: |          | 3846/? [25:49<00:00,  2.48it/s]\nEpoch 0: |          | 3846/? [25:49<00:00,  2.48it/s]\nEpoch 0: |          | 3847/? [25:49<00:00,  2.48it/s]\nEpoch 0: |          | 3847/? [25:49<00:00,  2.48it/s]\nEpoch 0: |          | 3848/? [25:50<00:00,  2.48it/s]\nEpoch 0: |          | 3848/? [25:50<00:00,  2.48it/s]\nEpoch 0: |          | 3849/? [25:50<00:00,  2.48it/s]\nEpoch 0: |          | 3849/? [25:50<00:00,  2.48it/s]\nEpoch 0: |          | 3850/? [25:51<00:00,  2.48it/s]\nEpoch 0: |          | 3850/? [25:51<00:00,  2.48it/s]\nEpoch 0: |          | 3851/? [25:51<00:00,  2.48it/s]\nEpoch 0: |          | 3851/? [25:51<00:00,  2.48it/s]\nEpoch 0: |          | 3852/? [25:51<00:00,  2.48it/s]\nEpoch 0: |          | 3852/? [25:51<00:00,  2.48it/s]\nEpoch 0: |          | 3853/? [25:52<00:00,  2.48it/s]\nEpoch 0: |          | 3853/? [25:52<00:00,  2.48it/s]\nEpoch 0: |          | 3854/? [25:52<00:00,  2.48it/s]\nEpoch 0: |          | 3854/? [25:52<00:00,  2.48it/s]\nEpoch 0: |          | 3855/? [25:52<00:00,  2.48it/s]\nEpoch 0: |          | 3855/? [25:52<00:00,  2.48it/s]\nEpoch 0: |          | 3856/? [25:53<00:00,  2.48it/s]\nEpoch 0: |          | 3856/? [25:53<00:00,  2.48it/s]\nEpoch 0: |          | 3857/? [25:53<00:00,  2.48it/s]\nEpoch 0: |          | 3857/? [25:53<00:00,  2.48it/s]\nEpoch 0: |          | 3858/? [25:54<00:00,  2.48it/s]\nEpoch 0: |          | 3858/? [25:54<00:00,  2.48it/s]\nEpoch 0: |          | 3859/? [25:54<00:00,  2.48it/s]\nEpoch 0: |          | 3859/? [25:54<00:00,  2.48it/s]\nEpoch 0: |          | 3860/? [25:54<00:00,  2.48it/s]\nEpoch 0: |          | 3860/? [25:54<00:00,  2.48it/s]\nEpoch 0: |          | 3861/? [25:55<00:00,  2.48it/s]\nEpoch 0: |          | 3861/? [25:55<00:00,  2.48it/s]\nEpoch 0: |          | 3862/? [25:55<00:00,  2.48it/s]\nEpoch 0: |          | 3862/? [25:55<00:00,  2.48it/s]\nEpoch 0: |          | 3863/? [25:55<00:00,  2.48it/s]\nEpoch 0: |          | 3863/? [25:55<00:00,  2.48it/s]\nEpoch 0: |          | 3864/? [25:56<00:00,  2.48it/s]\nEpoch 0: |          | 3864/? [25:56<00:00,  2.48it/s]\nEpoch 0: |          | 3865/? [25:56<00:00,  2.48it/s]\nEpoch 0: |          | 3865/? [25:56<00:00,  2.48it/s]\nEpoch 0: |          | 3866/? [25:57<00:00,  2.48it/s]\nEpoch 0: |          | 3866/? [25:57<00:00,  2.48it/s]\nEpoch 0: |          | 3867/? [25:57<00:00,  2.48it/s]\nEpoch 0: |          | 3867/? [25:57<00:00,  2.48it/s]\nEpoch 0: |          | 3868/? [25:57<00:00,  2.48it/s]\nEpoch 0: |          | 3868/? [25:57<00:00,  2.48it/s]\nEpoch 0: |          | 3869/? [25:58<00:00,  2.48it/s]\nEpoch 0: |          | 3869/? [25:58<00:00,  2.48it/s]\nEpoch 0: |          | 3870/? [25:58<00:00,  2.48it/s]\nEpoch 0: |          | 3870/? [25:58<00:00,  2.48it/s]\nEpoch 0: |          | 3871/? [25:58<00:00,  2.48it/s]\nEpoch 0: |          | 3871/? [25:58<00:00,  2.48it/s]\nEpoch 0: |          | 3872/? [25:59<00:00,  2.48it/s]\nEpoch 0: |          | 3872/? [25:59<00:00,  2.48it/s]\nEpoch 0: |          | 3873/? [25:59<00:00,  2.48it/s]\nEpoch 0: |          | 3873/? [25:59<00:00,  2.48it/s]\nEpoch 0: |          | 3874/? [26:00<00:00,  2.48it/s]\nEpoch 0: |          | 3874/? [26:00<00:00,  2.48it/s]\nEpoch 0: |          | 3875/? [26:00<00:00,  2.48it/s]\nEpoch 0: |          | 3875/? [26:00<00:00,  2.48it/s]\nEpoch 0: |          | 3876/? [26:00<00:00,  2.48it/s]\nEpoch 0: |          | 3876/? [26:00<00:00,  2.48it/s]\nEpoch 0: |          | 3877/? [26:01<00:00,  2.48it/s]\nEpoch 0: |          | 3877/? [26:01<00:00,  2.48it/s]\nEpoch 0: |          | 3878/? [26:01<00:00,  2.48it/s]\nEpoch 0: |          | 3878/? [26:01<00:00,  2.48it/s]\nEpoch 0: |          | 3879/? [26:01<00:00,  2.48it/s]\nEpoch 0: |          | 3879/? [26:01<00:00,  2.48it/s]\nEpoch 0: |          | 3880/? [26:02<00:00,  2.48it/s]\nEpoch 0: |          | 3880/? [26:02<00:00,  2.48it/s]\nEpoch 0: |          | 3881/? [26:02<00:00,  2.48it/s]\nEpoch 0: |          | 3881/? [26:02<00:00,  2.48it/s]\nEpoch 0: |          | 3882/? [26:03<00:00,  2.48it/s]\nEpoch 0: |          | 3882/? [26:03<00:00,  2.48it/s]\nEpoch 0: |          | 3883/? [26:03<00:00,  2.48it/s]\nEpoch 0: |          | 3883/? [26:03<00:00,  2.48it/s]\nEpoch 0: |          | 3884/? [26:03<00:00,  2.48it/s]\nEpoch 0: |          | 3884/? [26:03<00:00,  2.48it/s]\nEpoch 0: |          | 3885/? [26:04<00:00,  2.48it/s]\nEpoch 0: |          | 3885/? [26:04<00:00,  2.48it/s]\nEpoch 0: |          | 3886/? [26:04<00:00,  2.48it/s]\nEpoch 0: |          | 3886/? [26:04<00:00,  2.48it/s]\nEpoch 0: |          | 3887/? [26:04<00:00,  2.48it/s]\nEpoch 0: |          | 3887/? [26:04<00:00,  2.48it/s]\nEpoch 0: |          | 3888/? [26:05<00:00,  2.48it/s]\nEpoch 0: |          | 3888/? [26:05<00:00,  2.48it/s]\nEpoch 0: |          | 3889/? [26:05<00:00,  2.48it/s]\nEpoch 0: |          | 3889/? [26:05<00:00,  2.48it/s]\nEpoch 0: |          | 3890/? [26:06<00:00,  2.48it/s]\nEpoch 0: |          | 3890/? [26:06<00:00,  2.48it/s]\nEpoch 0: |          | 3891/? [26:06<00:00,  2.48it/s]\nEpoch 0: |          | 3891/? [26:06<00:00,  2.48it/s]\nEpoch 0: |          | 3892/? [26:06<00:00,  2.48it/s]\nEpoch 0: |          | 3892/? [26:06<00:00,  2.48it/s]\nEpoch 0: |          | 3893/? [26:07<00:00,  2.48it/s]\nEpoch 0: |          | 3893/? [26:07<00:00,  2.48it/s]\nEpoch 0: |          | 3894/? [26:07<00:00,  2.48it/s]\nEpoch 0: |          | 3894/? [26:07<00:00,  2.48it/s]\nEpoch 0: |          | 3895/? [26:07<00:00,  2.48it/s]\nEpoch 0: |          | 3895/? [26:07<00:00,  2.48it/s]\nEpoch 0: |          | 3896/? [26:08<00:00,  2.48it/s]\nEpoch 0: |          | 3896/? [26:08<00:00,  2.48it/s]\nEpoch 0: |          | 3897/? [26:08<00:00,  2.48it/s]\nEpoch 0: |          | 3897/? [26:08<00:00,  2.48it/s]\nEpoch 0: |          | 3898/? [26:09<00:00,  2.48it/s]\nEpoch 0: |          | 3898/? [26:09<00:00,  2.48it/s]\nEpoch 0: |          | 3899/? [26:09<00:00,  2.48it/s]\nEpoch 0: |          | 3899/? [26:09<00:00,  2.48it/s]\nEpoch 0: |          | 3900/? [26:09<00:00,  2.48it/s]\nEpoch 0: |          | 3900/? [26:09<00:00,  2.48it/s]\nEpoch 0: |          | 3901/? [26:10<00:00,  2.48it/s]\nEpoch 0: |          | 3901/? [26:10<00:00,  2.48it/s]\nEpoch 0: |          | 3902/? [26:10<00:00,  2.48it/s]\nEpoch 0: |          | 3902/? [26:10<00:00,  2.48it/s]\nEpoch 0: |          | 3903/? [26:11<00:00,  2.48it/s]\nEpoch 0: |          | 3903/? [26:11<00:00,  2.48it/s]\nEpoch 0: |          | 3904/? [26:11<00:00,  2.48it/s]\nEpoch 0: |          | 3904/? [26:11<00:00,  2.48it/s]\nEpoch 0: |          | 3905/? [26:11<00:00,  2.48it/s]\nEpoch 0: |          | 3905/? [26:11<00:00,  2.48it/s]\nEpoch 0: |          | 3906/? [26:12<00:00,  2.48it/s]\nEpoch 0: |          | 3906/? [26:12<00:00,  2.48it/s]\nEpoch 0: |          | 3907/? [26:12<00:00,  2.48it/s]\nEpoch 0: |          | 3907/? [26:12<00:00,  2.48it/s]\nEpoch 0: |          | 3908/? [26:12<00:00,  2.48it/s]\nEpoch 0: |          | 3908/? [26:12<00:00,  2.48it/s]\nEpoch 0: |          | 3909/? [26:13<00:00,  2.48it/s]\nEpoch 0: |          | 3909/? [26:13<00:00,  2.48it/s]\nEpoch 0: |          | 3910/? [26:13<00:00,  2.48it/s]\nEpoch 0: |          | 3910/? [26:13<00:00,  2.48it/s]\nEpoch 0: |          | 3911/? [26:14<00:00,  2.48it/s]\nEpoch 0: |          | 3911/? [26:14<00:00,  2.48it/s]\nEpoch 0: |          | 3912/? [26:14<00:00,  2.48it/s]\nEpoch 0: |          | 3912/? [26:14<00:00,  2.48it/s]\nEpoch 0: |          | 3913/? [26:14<00:00,  2.48it/s]\nEpoch 0: |          | 3913/? [26:14<00:00,  2.48it/s]\nEpoch 0: |          | 3914/? [26:15<00:00,  2.48it/s]\nEpoch 0: |          | 3914/? [26:15<00:00,  2.48it/s]\nEpoch 0: |          | 3915/? [26:15<00:00,  2.48it/s]\nEpoch 0: |          | 3915/? [26:15<00:00,  2.48it/s]\nEpoch 0: |          | 3916/? [26:15<00:00,  2.48it/s]\nEpoch 0: |          | 3916/? [26:15<00:00,  2.48it/s]\nEpoch 0: |          | 3917/? [26:16<00:00,  2.48it/s]\nEpoch 0: |          | 3917/? [26:16<00:00,  2.48it/s]\nEpoch 0: |          | 3918/? [26:16<00:00,  2.48it/s]\nEpoch 0: |          | 3918/? [26:16<00:00,  2.48it/s]\nEpoch 0: |          | 3919/? [26:17<00:00,  2.49it/s]\nEpoch 0: |          | 3919/? [26:17<00:00,  2.49it/s]\nEpoch 0: |          | 3920/? [26:17<00:00,  2.49it/s]\nEpoch 0: |          | 3920/? [26:17<00:00,  2.49it/s]\nEpoch 0: |          | 3921/? [26:17<00:00,  2.49it/s]\nEpoch 0: |          | 3921/? [26:17<00:00,  2.49it/s]\nEpoch 0: |          | 3922/? [26:18<00:00,  2.49it/s]\nEpoch 0: |          | 3922/? [26:18<00:00,  2.49it/s]\nEpoch 0: |          | 3923/? [26:18<00:00,  2.49it/s]\nEpoch 0: |          | 3923/? [26:18<00:00,  2.49it/s]\nEpoch 0: |          | 3924/? [26:18<00:00,  2.49it/s]\nEpoch 0: |          | 3924/? [26:18<00:00,  2.49it/s]\nEpoch 0: |          | 3925/? [26:19<00:00,  2.49it/s]\nEpoch 0: |          | 3925/? [26:19<00:00,  2.49it/s]\nEpoch 0: |          | 3926/? [26:19<00:00,  2.49it/s]\nEpoch 0: |          | 3926/? [26:19<00:00,  2.49it/s]\nEpoch 0: |          | 3927/? [26:20<00:00,  2.49it/s]\nEpoch 0: |          | 3927/? [26:20<00:00,  2.49it/s]\nEpoch 0: |          | 3928/? [26:20<00:00,  2.49it/s]\nEpoch 0: |          | 3928/? [26:20<00:00,  2.49it/s]\nEpoch 0: |          | 3929/? [26:20<00:00,  2.49it/s]\nEpoch 0: |          | 3929/? [26:20<00:00,  2.49it/s]\nEpoch 0: |          | 3930/? [26:21<00:00,  2.49it/s]\nEpoch 0: |          | 3930/? [26:21<00:00,  2.49it/s]\nEpoch 0: |          | 3931/? [26:21<00:00,  2.49it/s]\nEpoch 0: |          | 3931/? [26:21<00:00,  2.49it/s]\nEpoch 0: |          | 3932/? [26:21<00:00,  2.49it/s]\nEpoch 0: |          | 3932/? [26:21<00:00,  2.49it/s]\nEpoch 0: |          | 3933/? [26:22<00:00,  2.49it/s]\nEpoch 0: |          | 3933/? [26:22<00:00,  2.49it/s]\nEpoch 0: |          | 3934/? [26:22<00:00,  2.49it/s]\nEpoch 0: |          | 3934/? [26:22<00:00,  2.49it/s]\nEpoch 0: |          | 3935/? [26:23<00:00,  2.49it/s]\nEpoch 0: |          | 3935/? [26:23<00:00,  2.49it/s]\nEpoch 0: |          | 3936/? [26:23<00:00,  2.49it/s]\nEpoch 0: |          | 3936/? [26:23<00:00,  2.49it/s]\nEpoch 0: |          | 3937/? [26:23<00:00,  2.49it/s]\nEpoch 0: |          | 3937/? [26:23<00:00,  2.49it/s]\nEpoch 0: |          | 3938/? [26:24<00:00,  2.49it/s]\nEpoch 0: |          | 3938/? [26:24<00:00,  2.49it/s]\nEpoch 0: |          | 3939/? [26:24<00:00,  2.49it/s]\nEpoch 0: |          | 3939/? [26:24<00:00,  2.49it/s]\nEpoch 0: |          | 3940/? [26:24<00:00,  2.49it/s]\nEpoch 0: |          | 3940/? [26:24<00:00,  2.49it/s]\nEpoch 0: |          | 3941/? [26:25<00:00,  2.49it/s]\nEpoch 0: |          | 3941/? [26:25<00:00,  2.49it/s]\nEpoch 0: |          | 3942/? [26:25<00:00,  2.49it/s]\nEpoch 0: |          | 3942/? [26:25<00:00,  2.49it/s]\nEpoch 0: |          | 3943/? [26:26<00:00,  2.49it/s]\nEpoch 0: |          | 3943/? [26:26<00:00,  2.49it/s]\nEpoch 0: |          | 3944/? [26:26<00:00,  2.49it/s]\nEpoch 0: |          | 3944/? [26:26<00:00,  2.49it/s]\nEpoch 0: |          | 3945/? [26:26<00:00,  2.49it/s]\nEpoch 0: |          | 3945/? [26:26<00:00,  2.49it/s]\nEpoch 0: |          | 3946/? [26:27<00:00,  2.49it/s]\nEpoch 0: |          | 3946/? [26:27<00:00,  2.49it/s]\nEpoch 0: |          | 3947/? [26:27<00:00,  2.49it/s]\nEpoch 0: |          | 3947/? [26:27<00:00,  2.49it/s]\nEpoch 0: |          | 3948/? [26:27<00:00,  2.49it/s]\nEpoch 0: |          | 3948/? [26:27<00:00,  2.49it/s]\nEpoch 0: |          | 3949/? [26:28<00:00,  2.49it/s]\nEpoch 0: |          | 3949/? [26:28<00:00,  2.49it/s]\nEpoch 0: |          | 3950/? [26:28<00:00,  2.49it/s]\nEpoch 0: |          | 3950/? [26:28<00:00,  2.49it/s]\nEpoch 0: |          | 3951/? [26:29<00:00,  2.49it/s]\nEpoch 0: |          | 3951/? [26:29<00:00,  2.49it/s]\nEpoch 0: |          | 3952/? [26:29<00:00,  2.49it/s]\nEpoch 0: |          | 3952/? [26:29<00:00,  2.49it/s]\nEpoch 0: |          | 3953/? [26:29<00:00,  2.49it/s]\nEpoch 0: |          | 3953/? [26:29<00:00,  2.49it/s]\nEpoch 0: |          | 3954/? [26:30<00:00,  2.49it/s]\nEpoch 0: |          | 3954/? [26:30<00:00,  2.49it/s]\nEpoch 0: |          | 3955/? [26:30<00:00,  2.49it/s]\nEpoch 0: |          | 3955/? [26:30<00:00,  2.49it/s]\nEpoch 0: |          | 3956/? [26:31<00:00,  2.49it/s]\nEpoch 0: |          | 3956/? [26:31<00:00,  2.49it/s]\nEpoch 0: |          | 3957/? [26:31<00:00,  2.49it/s]\nEpoch 0: |          | 3957/? [26:31<00:00,  2.49it/s]\nEpoch 0: |          | 3958/? [26:31<00:00,  2.49it/s]\nEpoch 0: |          | 3958/? [26:31<00:00,  2.49it/s]\nEpoch 0: |          | 3959/? [26:32<00:00,  2.49it/s]\nEpoch 0: |          | 3959/? [26:32<00:00,  2.49it/s]\nEpoch 0: |          | 3960/? [26:32<00:00,  2.49it/s]\nEpoch 0: |          | 3960/? [26:32<00:00,  2.49it/s]\nEpoch 0: |          | 3961/? [26:32<00:00,  2.49it/s]\nEpoch 0: |          | 3961/? [26:32<00:00,  2.49it/s]\nEpoch 0: |          | 3962/? [26:33<00:00,  2.49it/s]\nEpoch 0: |          | 3962/? [26:33<00:00,  2.49it/s]\nEpoch 0: |          | 3963/? [26:33<00:00,  2.49it/s]\nEpoch 0: |          | 3963/? [26:33<00:00,  2.49it/s]\nEpoch 0: |          | 3964/? [26:34<00:00,  2.49it/s]\nEpoch 0: |          | 3964/? [26:34<00:00,  2.49it/s]\nEpoch 0: |          | 3965/? [26:34<00:00,  2.49it/s]\nEpoch 0: |          | 3965/? [26:34<00:00,  2.49it/s]\nEpoch 0: |          | 3966/? [26:34<00:00,  2.49it/s]\nEpoch 0: |          | 3966/? [26:34<00:00,  2.49it/s]\nEpoch 0: |          | 3967/? [26:35<00:00,  2.49it/s]\nEpoch 0: |          | 3967/? [26:35<00:00,  2.49it/s]\nEpoch 0: |          | 3968/? [26:35<00:00,  2.49it/s]\nEpoch 0: |          | 3968/? [26:35<00:00,  2.49it/s]\nEpoch 0: |          | 3969/? [26:35<00:00,  2.49it/s]\nEpoch 0: |          | 3969/? [26:35<00:00,  2.49it/s]\nEpoch 0: |          | 3970/? [26:36<00:00,  2.49it/s]\nEpoch 0: |          | 3970/? [26:36<00:00,  2.49it/s]\nEpoch 0: |          | 3971/? [26:36<00:00,  2.49it/s]\nEpoch 0: |          | 3971/? [26:36<00:00,  2.49it/s]\nEpoch 0: |          | 3972/? [26:37<00:00,  2.49it/s]\nEpoch 0: |          | 3972/? [26:37<00:00,  2.49it/s]\nEpoch 0: |          | 3973/? [26:37<00:00,  2.49it/s]\nEpoch 0: |          | 3973/? [26:37<00:00,  2.49it/s]\nEpoch 0: |          | 3974/? [26:37<00:00,  2.49it/s]\nEpoch 0: |          | 3974/? [26:37<00:00,  2.49it/s]\nEpoch 0: |          | 3975/? [26:38<00:00,  2.49it/s]\nEpoch 0: |          | 3975/? [26:38<00:00,  2.49it/s]\nEpoch 0: |          | 3976/? [26:38<00:00,  2.49it/s]\nEpoch 0: |          | 3976/? [26:38<00:00,  2.49it/s]\nEpoch 0: |          | 3977/? [26:38<00:00,  2.49it/s]\nEpoch 0: |          | 3977/? [26:38<00:00,  2.49it/s]\nEpoch 0: |          | 3978/? [26:39<00:00,  2.49it/s]\nEpoch 0: |          | 3978/? [26:39<00:00,  2.49it/s]\nEpoch 0: |          | 3979/? [26:39<00:00,  2.49it/s]\nEpoch 0: |          | 3979/? [26:39<00:00,  2.49it/s]\nEpoch 0: |          | 3980/? [26:40<00:00,  2.49it/s]\nEpoch 0: |          | 3980/? [26:40<00:00,  2.49it/s]\nEpoch 0: |          | 3981/? [26:40<00:00,  2.49it/s]\nEpoch 0: |          | 3981/? [26:40<00:00,  2.49it/s]\nEpoch 0: |          | 3982/? [26:40<00:00,  2.49it/s]\nEpoch 0: |          | 3982/? [26:40<00:00,  2.49it/s]\nEpoch 0: |          | 3983/? [26:41<00:00,  2.49it/s]\nEpoch 0: |          | 3983/? [26:41<00:00,  2.49it/s]\nEpoch 0: |          | 3984/? [26:41<00:00,  2.49it/s]\nEpoch 0: |          | 3984/? [26:41<00:00,  2.49it/s]\nEpoch 0: |          | 3985/? [26:42<00:00,  2.49it/s]\nEpoch 0: |          | 3985/? [26:42<00:00,  2.49it/s]\nEpoch 0: |          | 3986/? [26:42<00:00,  2.49it/s]\nEpoch 0: |          | 3986/? [26:42<00:00,  2.49it/s]\nEpoch 0: |          | 3987/? [26:42<00:00,  2.49it/s]\nEpoch 0: |          | 3987/? [26:42<00:00,  2.49it/s]\nEpoch 0: |          | 3988/? [26:43<00:00,  2.49it/s]\nEpoch 0: |          | 3988/? [26:43<00:00,  2.49it/s]\nEpoch 0: |          | 3989/? [26:43<00:00,  2.49it/s]\nEpoch 0: |          | 3989/? [26:43<00:00,  2.49it/s]\nEpoch 0: |          | 3990/? [26:43<00:00,  2.49it/s]\nEpoch 0: |          | 3990/? [26:43<00:00,  2.49it/s]\nEpoch 0: |          | 3991/? [26:44<00:00,  2.49it/s]\nEpoch 0: |          | 3991/? [26:44<00:00,  2.49it/s]\nEpoch 0: |          | 3992/? [26:44<00:00,  2.49it/s]\nEpoch 0: |          | 3992/? [26:44<00:00,  2.49it/s]\nEpoch 0: |          | 3993/? [26:45<00:00,  2.49it/s]\nEpoch 0: |          | 3993/? [26:45<00:00,  2.49it/s]\nEpoch 0: |          | 3994/? [26:45<00:00,  2.49it/s]\nEpoch 0: |          | 3994/? [26:45<00:00,  2.49it/s]\nEpoch 0: |          | 3995/? [26:45<00:00,  2.49it/s]\nEpoch 0: |          | 3995/? [26:45<00:00,  2.49it/s]\nEpoch 0: |          | 3996/? [26:46<00:00,  2.49it/s]\nEpoch 0: |          | 3996/? [26:46<00:00,  2.49it/s]\nEpoch 0: |          | 3997/? [26:46<00:00,  2.49it/s]\nEpoch 0: |          | 3997/? [26:46<00:00,  2.49it/s]\nEpoch 0: |          | 3998/? [26:46<00:00,  2.49it/s]\nEpoch 0: |          | 3998/? [26:46<00:00,  2.49it/s]\nEpoch 0: |          | 3999/? [26:47<00:00,  2.49it/s]\nEpoch 0: |          | 3999/? [26:47<00:00,  2.49it/s]\nEpoch 0: |          | 4000/? [26:47<00:00,  2.49it/s]\nEpoch 0: |          | 4000/? [26:47<00:00,  2.49it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  8.12it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.29it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.30it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.31it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 4000/? [26:48<00:00,  2.49it/s]\nEpoch 0: |          | 4001/? [26:48<00:00,  2.49it/s]\nEpoch 0: |          | 4001/? [26:48<00:00,  2.49it/s]\nEpoch 0: |          | 4002/? [26:48<00:00,  2.49it/s]\nEpoch 0: |          | 4002/? [26:48<00:00,  2.49it/s]\nEpoch 0: |          | 4003/? [26:49<00:00,  2.49it/s]\nEpoch 0: |          | 4003/? [26:49<00:00,  2.49it/s]\nEpoch 0: |          | 4004/? [26:49<00:00,  2.49it/s]\nEpoch 0: |          | 4004/? [26:49<00:00,  2.49it/s]\nEpoch 0: |          | 4005/? [26:50<00:00,  2.49it/s]\nEpoch 0: |          | 4005/? [26:50<00:00,  2.49it/s]\nEpoch 0: |          | 4006/? [26:50<00:00,  2.49it/s]\nEpoch 0: |          | 4006/? [26:50<00:00,  2.49it/s]\nEpoch 0: |          | 4007/? [26:50<00:00,  2.49it/s]\nEpoch 0: |          | 4007/? [26:50<00:00,  2.49it/s]\nEpoch 0: |          | 4008/? [26:51<00:00,  2.49it/s]\nEpoch 0: |          | 4008/? [26:51<00:00,  2.49it/s]\nEpoch 0: |          | 4009/? [26:51<00:00,  2.49it/s]\nEpoch 0: |          | 4009/? [26:51<00:00,  2.49it/s]\nEpoch 0: |          | 4010/? [26:51<00:00,  2.49it/s]\nEpoch 0: |          | 4010/? [26:51<00:00,  2.49it/s]\nEpoch 0: |          | 4011/? [26:52<00:00,  2.49it/s]\nEpoch 0: |          | 4011/? [26:52<00:00,  2.49it/s]\nEpoch 0: |          | 4012/? [26:52<00:00,  2.49it/s]\nEpoch 0: |          | 4012/? [26:52<00:00,  2.49it/s]\nEpoch 0: |          | 4013/? [26:53<00:00,  2.49it/s]\nEpoch 0: |          | 4013/? [26:53<00:00,  2.49it/s]\nEpoch 0: |          | 4014/? [26:53<00:00,  2.49it/s]\nEpoch 0: |          | 4014/? [26:53<00:00,  2.49it/s]\nEpoch 0: |          | 4015/? [26:53<00:00,  2.49it/s]\nEpoch 0: |          | 4015/? [26:53<00:00,  2.49it/s]\nEpoch 0: |          | 4016/? [26:54<00:00,  2.49it/s]\nEpoch 0: |          | 4016/? [26:54<00:00,  2.49it/s]\nEpoch 0: |          | 4017/? [26:54<00:00,  2.49it/s]\nEpoch 0: |          | 4017/? [26:54<00:00,  2.49it/s]\nEpoch 0: |          | 4018/? [26:54<00:00,  2.49it/s]\nEpoch 0: |          | 4018/? [26:54<00:00,  2.49it/s]\nEpoch 0: |          | 4019/? [26:55<00:00,  2.49it/s]\nEpoch 0: |          | 4019/? [26:55<00:00,  2.49it/s]\nEpoch 0: |          | 4020/? [26:55<00:00,  2.49it/s]\nEpoch 0: |          | 4020/? [26:55<00:00,  2.49it/s]\nEpoch 0: |          | 4021/? [26:56<00:00,  2.49it/s]\nEpoch 0: |          | 4021/? [26:56<00:00,  2.49it/s]\nEpoch 0: |          | 4022/? [26:56<00:00,  2.49it/s]\nEpoch 0: |          | 4022/? [26:56<00:00,  2.49it/s]\nEpoch 0: |          | 4023/? [26:56<00:00,  2.49it/s]\nEpoch 0: |          | 4023/? [26:56<00:00,  2.49it/s]\nEpoch 0: |          | 4024/? [26:57<00:00,  2.49it/s]\nEpoch 0: |          | 4024/? [26:57<00:00,  2.49it/s]\nEpoch 0: |          | 4025/? [26:57<00:00,  2.49it/s]\nEpoch 0: |          | 4025/? [26:57<00:00,  2.49it/s]\nEpoch 0: |          | 4026/? [26:57<00:00,  2.49it/s]\nEpoch 0: |          | 4026/? [26:57<00:00,  2.49it/s]\nEpoch 0: |          | 4027/? [26:58<00:00,  2.49it/s]\nEpoch 0: |          | 4027/? [26:58<00:00,  2.49it/s]\nEpoch 0: |          | 4028/? [26:58<00:00,  2.49it/s]\nEpoch 0: |          | 4028/? [26:58<00:00,  2.49it/s]\nEpoch 0: |          | 4029/? [26:59<00:00,  2.49it/s]\nEpoch 0: |          | 4029/? [26:59<00:00,  2.49it/s]\nEpoch 0: |          | 4030/? [26:59<00:00,  2.49it/s]\nEpoch 0: |          | 4030/? [26:59<00:00,  2.49it/s]\nEpoch 0: |          | 4031/? [26:59<00:00,  2.49it/s]\nEpoch 0: |          | 4031/? [26:59<00:00,  2.49it/s]\nEpoch 0: |          | 4032/? [27:00<00:00,  2.49it/s]\nEpoch 0: |          | 4032/? [27:00<00:00,  2.49it/s]\nEpoch 0: |          | 4033/? [27:00<00:00,  2.49it/s]\nEpoch 0: |          | 4033/? [27:00<00:00,  2.49it/s]\nEpoch 0: |          | 4034/? [27:00<00:00,  2.49it/s]\nEpoch 0: |          | 4034/? [27:00<00:00,  2.49it/s]\nEpoch 0: |          | 4035/? [27:01<00:00,  2.49it/s]\nEpoch 0: |          | 4035/? [27:01<00:00,  2.49it/s]\nEpoch 0: |          | 4036/? [27:01<00:00,  2.49it/s]\nEpoch 0: |          | 4036/? [27:01<00:00,  2.49it/s]\nEpoch 0: |          | 4037/? [27:02<00:00,  2.49it/s]\nEpoch 0: |          | 4037/? [27:02<00:00,  2.49it/s]\nEpoch 0: |          | 4038/? [27:02<00:00,  2.49it/s]\nEpoch 0: |          | 4038/? [27:02<00:00,  2.49it/s]\nEpoch 0: |          | 4039/? [27:02<00:00,  2.49it/s]\nEpoch 0: |          | 4039/? [27:02<00:00,  2.49it/s]\nEpoch 0: |          | 4040/? [27:03<00:00,  2.49it/s]\nEpoch 0: |          | 4040/? [27:03<00:00,  2.49it/s]\nEpoch 0: |          | 4041/? [27:03<00:00,  2.49it/s]\nEpoch 0: |          | 4041/? [27:03<00:00,  2.49it/s]\nEpoch 0: |          | 4042/? [27:03<00:00,  2.49it/s]\nEpoch 0: |          | 4042/? [27:03<00:00,  2.49it/s]\nEpoch 0: |          | 4043/? [27:04<00:00,  2.49it/s]\nEpoch 0: |          | 4043/? [27:04<00:00,  2.49it/s]\nEpoch 0: |          | 4044/? [27:04<00:00,  2.49it/s]\nEpoch 0: |          | 4044/? [27:04<00:00,  2.49it/s]\nEpoch 0: |          | 4045/? [27:05<00:00,  2.49it/s]\nEpoch 0: |          | 4045/? [27:05<00:00,  2.49it/s]\nEpoch 0: |          | 4046/? [27:05<00:00,  2.49it/s]\nEpoch 0: |          | 4046/? [27:05<00:00,  2.49it/s]\nEpoch 0: |          | 4047/? [27:05<00:00,  2.49it/s]\nEpoch 0: |          | 4047/? [27:05<00:00,  2.49it/s]\nEpoch 0: |          | 4048/? [27:06<00:00,  2.49it/s]\nEpoch 0: |          | 4048/? [27:06<00:00,  2.49it/s]\nEpoch 0: |          | 4049/? [27:06<00:00,  2.49it/s]\nEpoch 0: |          | 4049/? [27:06<00:00,  2.49it/s]\nEpoch 0: |          | 4050/? [27:06<00:00,  2.49it/s]\nEpoch 0: |          | 4050/? [27:06<00:00,  2.49it/s]\nEpoch 0: |          | 4051/? [27:07<00:00,  2.49it/s]\nEpoch 0: |          | 4051/? [27:07<00:00,  2.49it/s]\nEpoch 0: |          | 4052/? [27:07<00:00,  2.49it/s]\nEpoch 0: |          | 4052/? [27:07<00:00,  2.49it/s]\nEpoch 0: |          | 4053/? [27:08<00:00,  2.49it/s]\nEpoch 0: |          | 4053/? [27:08<00:00,  2.49it/s]\nEpoch 0: |          | 4054/? [27:08<00:00,  2.49it/s]\nEpoch 0: |          | 4054/? [27:08<00:00,  2.49it/s]\nEpoch 0: |          | 4055/? [27:08<00:00,  2.49it/s]\nEpoch 0: |          | 4055/? [27:08<00:00,  2.49it/s]\nEpoch 0: |          | 4056/? [27:09<00:00,  2.49it/s]\nEpoch 0: |          | 4056/? [27:09<00:00,  2.49it/s]\nEpoch 0: |          | 4057/? [27:09<00:00,  2.49it/s]\nEpoch 0: |          | 4057/? [27:09<00:00,  2.49it/s]\nEpoch 0: |          | 4058/? [27:09<00:00,  2.49it/s]\nEpoch 0: |          | 4058/? [27:09<00:00,  2.49it/s]\nEpoch 0: |          | 4059/? [27:10<00:00,  2.49it/s]\nEpoch 0: |          | 4059/? [27:10<00:00,  2.49it/s]\nEpoch 0: |          | 4060/? [27:10<00:00,  2.49it/s]\nEpoch 0: |          | 4060/? [27:10<00:00,  2.49it/s]\nEpoch 0: |          | 4061/? [27:11<00:00,  2.49it/s]\nEpoch 0: |          | 4061/? [27:11<00:00,  2.49it/s]\nEpoch 0: |          | 4062/? [27:11<00:00,  2.49it/s]\nEpoch 0: |          | 4062/? [27:11<00:00,  2.49it/s]\nEpoch 0: |          | 4063/? [27:11<00:00,  2.49it/s]\nEpoch 0: |          | 4063/? [27:11<00:00,  2.49it/s]\nEpoch 0: |          | 4064/? [27:12<00:00,  2.49it/s]\nEpoch 0: |          | 4064/? [27:12<00:00,  2.49it/s]\nEpoch 0: |          | 4065/? [27:12<00:00,  2.49it/s]\nEpoch 0: |          | 4065/? [27:12<00:00,  2.49it/s]\nEpoch 0: |          | 4066/? [27:12<00:00,  2.49it/s]\nEpoch 0: |          | 4066/? [27:12<00:00,  2.49it/s]\nEpoch 0: |          | 4067/? [27:13<00:00,  2.49it/s]\nEpoch 0: |          | 4067/? [27:13<00:00,  2.49it/s]\nEpoch 0: |          | 4068/? [27:13<00:00,  2.49it/s]\nEpoch 0: |          | 4068/? [27:13<00:00,  2.49it/s]\nEpoch 0: |          | 4069/? [27:14<00:00,  2.49it/s]\nEpoch 0: |          | 4069/? [27:14<00:00,  2.49it/s]\nEpoch 0: |          | 4070/? [27:14<00:00,  2.49it/s]\nEpoch 0: |          | 4070/? [27:14<00:00,  2.49it/s]\nEpoch 0: |          | 4071/? [27:14<00:00,  2.49it/s]\nEpoch 0: |          | 4071/? [27:14<00:00,  2.49it/s]\nEpoch 0: |          | 4072/? [27:15<00:00,  2.49it/s]\nEpoch 0: |          | 4072/? [27:15<00:00,  2.49it/s]\nEpoch 0: |          | 4073/? [27:15<00:00,  2.49it/s]\nEpoch 0: |          | 4073/? [27:15<00:00,  2.49it/s]\nEpoch 0: |          | 4074/? [27:15<00:00,  2.49it/s]\nEpoch 0: |          | 4074/? [27:15<00:00,  2.49it/s]\nEpoch 0: |          | 4075/? [27:16<00:00,  2.49it/s]\nEpoch 0: |          | 4075/? [27:16<00:00,  2.49it/s]\nEpoch 0: |          | 4076/? [27:16<00:00,  2.49it/s]\nEpoch 0: |          | 4076/? [27:16<00:00,  2.49it/s]\nEpoch 0: |          | 4077/? [27:17<00:00,  2.49it/s]\nEpoch 0: |          | 4077/? [27:17<00:00,  2.49it/s]\nEpoch 0: |          | 4078/? [27:17<00:00,  2.49it/s]\nEpoch 0: |          | 4078/? [27:17<00:00,  2.49it/s]\nEpoch 0: |          | 4079/? [27:17<00:00,  2.49it/s]\nEpoch 0: |          | 4079/? [27:17<00:00,  2.49it/s]\nEpoch 0: |          | 4080/? [27:18<00:00,  2.49it/s]\nEpoch 0: |          | 4080/? [27:18<00:00,  2.49it/s]\nEpoch 0: |          | 4081/? [27:18<00:00,  2.49it/s]\nEpoch 0: |          | 4081/? [27:18<00:00,  2.49it/s]\nEpoch 0: |          | 4082/? [27:19<00:00,  2.49it/s]\nEpoch 0: |          | 4082/? [27:19<00:00,  2.49it/s]\nEpoch 0: |          | 4083/? [27:19<00:00,  2.49it/s]\nEpoch 0: |          | 4083/? [27:19<00:00,  2.49it/s]\nEpoch 0: |          | 4084/? [27:19<00:00,  2.49it/s]\nEpoch 0: |          | 4084/? [27:19<00:00,  2.49it/s]\nEpoch 0: |          | 4085/? [27:20<00:00,  2.49it/s]\nEpoch 0: |          | 4085/? [27:20<00:00,  2.49it/s]\nEpoch 0: |          | 4086/? [27:20<00:00,  2.49it/s]\nEpoch 0: |          | 4086/? [27:20<00:00,  2.49it/s]\nEpoch 0: |          | 4087/? [27:20<00:00,  2.49it/s]\nEpoch 0: |          | 4087/? [27:20<00:00,  2.49it/s]\nEpoch 0: |          | 4088/? [27:21<00:00,  2.49it/s]\nEpoch 0: |          | 4088/? [27:21<00:00,  2.49it/s]\nEpoch 0: |          | 4089/? [27:21<00:00,  2.49it/s]\nEpoch 0: |          | 4089/? [27:21<00:00,  2.49it/s]\nEpoch 0: |          | 4090/? [27:22<00:00,  2.49it/s]\nEpoch 0: |          | 4090/? [27:22<00:00,  2.49it/s]\nEpoch 0: |          | 4091/? [27:22<00:00,  2.49it/s]\nEpoch 0: |          | 4091/? [27:22<00:00,  2.49it/s]\nEpoch 0: |          | 4092/? [27:22<00:00,  2.49it/s]\nEpoch 0: |          | 4092/? [27:22<00:00,  2.49it/s]\nEpoch 0: |          | 4093/? [27:23<00:00,  2.49it/s]\nEpoch 0: |          | 4093/? [27:23<00:00,  2.49it/s]\nEpoch 0: |          | 4094/? [27:23<00:00,  2.49it/s]\nEpoch 0: |          | 4094/? [27:23<00:00,  2.49it/s]\nEpoch 0: |          | 4095/? [27:23<00:00,  2.49it/s]\nEpoch 0: |          | 4095/? [27:23<00:00,  2.49it/s]\nEpoch 0: |          | 4096/? [27:24<00:00,  2.49it/s]\nEpoch 0: |          | 4096/? [27:24<00:00,  2.49it/s]\nEpoch 0: |          | 4097/? [27:24<00:00,  2.49it/s]\nEpoch 0: |          | 4097/? [27:24<00:00,  2.49it/s]\nEpoch 0: |          | 4098/? [27:25<00:00,  2.49it/s]\nEpoch 0: |          | 4098/? [27:25<00:00,  2.49it/s]\nEpoch 0: |          | 4099/? [27:25<00:00,  2.49it/s]\nEpoch 0: |          | 4099/? [27:25<00:00,  2.49it/s]\nEpoch 0: |          | 4100/? [27:25<00:00,  2.49it/s]\nEpoch 0: |          | 4100/? [27:25<00:00,  2.49it/s]\nEpoch 0: |          | 4101/? [27:26<00:00,  2.49it/s]\nEpoch 0: |          | 4101/? [27:26<00:00,  2.49it/s]\nEpoch 0: |          | 4102/? [27:26<00:00,  2.49it/s]\nEpoch 0: |          | 4102/? [27:26<00:00,  2.49it/s]\nEpoch 0: |          | 4103/? [27:26<00:00,  2.49it/s]\nEpoch 0: |          | 4103/? [27:26<00:00,  2.49it/s]\nEpoch 0: |          | 4104/? [27:27<00:00,  2.49it/s]\nEpoch 0: |          | 4104/? [27:27<00:00,  2.49it/s]\nEpoch 0: |          | 4105/? [27:27<00:00,  2.49it/s]\nEpoch 0: |          | 4105/? [27:27<00:00,  2.49it/s]\nEpoch 0: |          | 4106/? [27:28<00:00,  2.49it/s]\nEpoch 0: |          | 4106/? [27:28<00:00,  2.49it/s]\nEpoch 0: |          | 4107/? [27:28<00:00,  2.49it/s]\nEpoch 0: |          | 4107/? [27:28<00:00,  2.49it/s]\nEpoch 0: |          | 4108/? [27:28<00:00,  2.49it/s]\nEpoch 0: |          | 4108/? [27:28<00:00,  2.49it/s]\nEpoch 0: |          | 4109/? [27:29<00:00,  2.49it/s]\nEpoch 0: |          | 4109/? [27:29<00:00,  2.49it/s]\nEpoch 0: |          | 4110/? [27:29<00:00,  2.49it/s]\nEpoch 0: |          | 4110/? [27:29<00:00,  2.49it/s]\nEpoch 0: |          | 4111/? [27:29<00:00,  2.49it/s]\nEpoch 0: |          | 4111/? [27:29<00:00,  2.49it/s]\nEpoch 0: |          | 4112/? [27:30<00:00,  2.49it/s]\nEpoch 0: |          | 4112/? [27:30<00:00,  2.49it/s]\nEpoch 0: |          | 4113/? [27:30<00:00,  2.49it/s]\nEpoch 0: |          | 4113/? [27:30<00:00,  2.49it/s]\nEpoch 0: |          | 4114/? [27:31<00:00,  2.49it/s]\nEpoch 0: |          | 4114/? [27:31<00:00,  2.49it/s]\nEpoch 0: |          | 4115/? [27:31<00:00,  2.49it/s]\nEpoch 0: |          | 4115/? [27:31<00:00,  2.49it/s]\nEpoch 0: |          | 4116/? [27:31<00:00,  2.49it/s]\nEpoch 0: |          | 4116/? [27:31<00:00,  2.49it/s]\nEpoch 0: |          | 4117/? [27:32<00:00,  2.49it/s]\nEpoch 0: |          | 4117/? [27:32<00:00,  2.49it/s]\nEpoch 0: |          | 4118/? [27:32<00:00,  2.49it/s]\nEpoch 0: |          | 4118/? [27:32<00:00,  2.49it/s]\nEpoch 0: |          | 4119/? [27:32<00:00,  2.49it/s]\nEpoch 0: |          | 4119/? [27:32<00:00,  2.49it/s]\nEpoch 0: |          | 4120/? [27:33<00:00,  2.49it/s]\nEpoch 0: |          | 4120/? [27:33<00:00,  2.49it/s]\nEpoch 0: |          | 4121/? [27:33<00:00,  2.49it/s]\nEpoch 0: |          | 4121/? [27:33<00:00,  2.49it/s]\nEpoch 0: |          | 4122/? [27:34<00:00,  2.49it/s]\nEpoch 0: |          | 4122/? [27:34<00:00,  2.49it/s]\nEpoch 0: |          | 4123/? [27:34<00:00,  2.49it/s]\nEpoch 0: |          | 4123/? [27:34<00:00,  2.49it/s]\nEpoch 0: |          | 4124/? [27:34<00:00,  2.49it/s]\nEpoch 0: |          | 4124/? [27:34<00:00,  2.49it/s]\nEpoch 0: |          | 4125/? [27:35<00:00,  2.49it/s]\nEpoch 0: |          | 4125/? [27:35<00:00,  2.49it/s]\nEpoch 0: |          | 4126/? [27:35<00:00,  2.49it/s]\nEpoch 0: |          | 4126/? [27:35<00:00,  2.49it/s]\nEpoch 0: |          | 4127/? [27:35<00:00,  2.49it/s]\nEpoch 0: |          | 4127/? [27:35<00:00,  2.49it/s]\nEpoch 0: |          | 4128/? [27:36<00:00,  2.49it/s]\nEpoch 0: |          | 4128/? [27:36<00:00,  2.49it/s]\nEpoch 0: |          | 4129/? [27:36<00:00,  2.49it/s]\nEpoch 0: |          | 4129/? [27:36<00:00,  2.49it/s]\nEpoch 0: |          | 4130/? [27:37<00:00,  2.49it/s]\nEpoch 0: |          | 4130/? [27:37<00:00,  2.49it/s]\nEpoch 0: |          | 4131/? [27:37<00:00,  2.49it/s]\nEpoch 0: |          | 4131/? [27:37<00:00,  2.49it/s]\nEpoch 0: |          | 4132/? [27:37<00:00,  2.49it/s]\nEpoch 0: |          | 4132/? [27:37<00:00,  2.49it/s]\nEpoch 0: |          | 4133/? [27:38<00:00,  2.49it/s]\nEpoch 0: |          | 4133/? [27:38<00:00,  2.49it/s]\nEpoch 0: |          | 4134/? [27:38<00:00,  2.49it/s]\nEpoch 0: |          | 4134/? [27:38<00:00,  2.49it/s]\nEpoch 0: |          | 4135/? [27:38<00:00,  2.49it/s]\nEpoch 0: |          | 4135/? [27:38<00:00,  2.49it/s]\nEpoch 0: |          | 4136/? [27:39<00:00,  2.49it/s]\nEpoch 0: |          | 4136/? [27:39<00:00,  2.49it/s]\nEpoch 0: |          | 4137/? [27:39<00:00,  2.49it/s]\nEpoch 0: |          | 4137/? [27:39<00:00,  2.49it/s]\nEpoch 0: |          | 4138/? [27:40<00:00,  2.49it/s]\nEpoch 0: |          | 4138/? [27:40<00:00,  2.49it/s]\nEpoch 0: |          | 4139/? [27:40<00:00,  2.49it/s]\nEpoch 0: |          | 4139/? [27:40<00:00,  2.49it/s]\nEpoch 0: |          | 4140/? [27:40<00:00,  2.49it/s]\nEpoch 0: |          | 4140/? [27:40<00:00,  2.49it/s]\nEpoch 0: |          | 4141/? [27:41<00:00,  2.49it/s]\nEpoch 0: |          | 4141/? [27:41<00:00,  2.49it/s]\nEpoch 0: |          | 4142/? [27:41<00:00,  2.49it/s]\nEpoch 0: |          | 4142/? [27:41<00:00,  2.49it/s]\nEpoch 0: |          | 4143/? [27:41<00:00,  2.49it/s]\nEpoch 0: |          | 4143/? [27:41<00:00,  2.49it/s]\nEpoch 0: |          | 4144/? [27:42<00:00,  2.49it/s]\nEpoch 0: |          | 4144/? [27:42<00:00,  2.49it/s]\nEpoch 0: |          | 4145/? [27:42<00:00,  2.49it/s]\nEpoch 0: |          | 4145/? [27:42<00:00,  2.49it/s]\nEpoch 0: |          | 4146/? [27:43<00:00,  2.49it/s]\nEpoch 0: |          | 4146/? [27:43<00:00,  2.49it/s]\nEpoch 0: |          | 4147/? [27:43<00:00,  2.49it/s]\nEpoch 0: |          | 4147/? [27:43<00:00,  2.49it/s]\nEpoch 0: |          | 4148/? [27:43<00:00,  2.49it/s]\nEpoch 0: |          | 4148/? [27:43<00:00,  2.49it/s]\nEpoch 0: |          | 4149/? [27:44<00:00,  2.49it/s]\nEpoch 0: |          | 4149/? [27:44<00:00,  2.49it/s]\nEpoch 0: |          | 4150/? [27:44<00:00,  2.49it/s]\nEpoch 0: |          | 4150/? [27:44<00:00,  2.49it/s]\nEpoch 0: |          | 4151/? [27:44<00:00,  2.49it/s]\nEpoch 0: |          | 4151/? [27:44<00:00,  2.49it/s]\nEpoch 0: |          | 4152/? [27:45<00:00,  2.49it/s]\nEpoch 0: |          | 4152/? [27:45<00:00,  2.49it/s]\nEpoch 0: |          | 4153/? [27:45<00:00,  2.49it/s]\nEpoch 0: |          | 4153/? [27:45<00:00,  2.49it/s]\nEpoch 0: |          | 4154/? [27:46<00:00,  2.49it/s]\nEpoch 0: |          | 4154/? [27:46<00:00,  2.49it/s]\nEpoch 0: |          | 4155/? [27:46<00:00,  2.49it/s]\nEpoch 0: |          | 4155/? [27:46<00:00,  2.49it/s]\nEpoch 0: |          | 4156/? [27:46<00:00,  2.49it/s]\nEpoch 0: |          | 4156/? [27:46<00:00,  2.49it/s]\nEpoch 0: |          | 4157/? [27:47<00:00,  2.49it/s]\nEpoch 0: |          | 4157/? [27:47<00:00,  2.49it/s]\nEpoch 0: |          | 4158/? [27:47<00:00,  2.49it/s]\nEpoch 0: |          | 4158/? [27:47<00:00,  2.49it/s]\nEpoch 0: |          | 4159/? [27:47<00:00,  2.49it/s]\nEpoch 0: |          | 4159/? [27:47<00:00,  2.49it/s]\nEpoch 0: |          | 4160/? [27:48<00:00,  2.49it/s]\nEpoch 0: |          | 4160/? [27:48<00:00,  2.49it/s]\nEpoch 0: |          | 4161/? [27:48<00:00,  2.49it/s]\nEpoch 0: |          | 4161/? [27:48<00:00,  2.49it/s]\nEpoch 0: |          | 4162/? [27:49<00:00,  2.49it/s]\nEpoch 0: |          | 4162/? [27:49<00:00,  2.49it/s]\nEpoch 0: |          | 4163/? [27:49<00:00,  2.49it/s]\nEpoch 0: |          | 4163/? [27:49<00:00,  2.49it/s]\nEpoch 0: |          | 4164/? [27:49<00:00,  2.49it/s]\nEpoch 0: |          | 4164/? [27:49<00:00,  2.49it/s]\nEpoch 0: |          | 4165/? [27:50<00:00,  2.49it/s]\nEpoch 0: |          | 4165/? [27:50<00:00,  2.49it/s]\nEpoch 0: |          | 4166/? [27:50<00:00,  2.49it/s]\nEpoch 0: |          | 4166/? [27:50<00:00,  2.49it/s]\nEpoch 0: |          | 4167/? [27:50<00:00,  2.49it/s]\nEpoch 0: |          | 4167/? [27:50<00:00,  2.49it/s]\nEpoch 0: |          | 4168/? [27:51<00:00,  2.49it/s]\nEpoch 0: |          | 4168/? [27:51<00:00,  2.49it/s]\nEpoch 0: |          | 4169/? [27:51<00:00,  2.49it/s]\nEpoch 0: |          | 4169/? [27:51<00:00,  2.49it/s]\nEpoch 0: |          | 4170/? [27:52<00:00,  2.49it/s]\nEpoch 0: |          | 4170/? [27:52<00:00,  2.49it/s]\nEpoch 0: |          | 4171/? [27:52<00:00,  2.49it/s]\nEpoch 0: |          | 4171/? [27:52<00:00,  2.49it/s]\nEpoch 0: |          | 4172/? [27:52<00:00,  2.49it/s]\nEpoch 0: |          | 4172/? [27:52<00:00,  2.49it/s]\nEpoch 0: |          | 4173/? [27:53<00:00,  2.49it/s]\nEpoch 0: |          | 4173/? [27:53<00:00,  2.49it/s]\nEpoch 0: |          | 4174/? [27:53<00:00,  2.49it/s]\nEpoch 0: |          | 4174/? [27:53<00:00,  2.49it/s]\nEpoch 0: |          | 4175/? [27:53<00:00,  2.49it/s]\nEpoch 0: |          | 4175/? [27:53<00:00,  2.49it/s]\nEpoch 0: |          | 4176/? [27:54<00:00,  2.49it/s]\nEpoch 0: |          | 4176/? [27:54<00:00,  2.49it/s]\nEpoch 0: |          | 4177/? [27:54<00:00,  2.49it/s]\nEpoch 0: |          | 4177/? [27:54<00:00,  2.49it/s]\nEpoch 0: |          | 4178/? [27:55<00:00,  2.49it/s]\nEpoch 0: |          | 4178/? [27:55<00:00,  2.49it/s]\nEpoch 0: |          | 4179/? [27:55<00:00,  2.49it/s]\nEpoch 0: |          | 4179/? [27:55<00:00,  2.49it/s]\nEpoch 0: |          | 4180/? [27:55<00:00,  2.49it/s]\nEpoch 0: |          | 4180/? [27:55<00:00,  2.49it/s]\nEpoch 0: |          | 4181/? [27:56<00:00,  2.49it/s]\nEpoch 0: |          | 4181/? [27:56<00:00,  2.49it/s]\nEpoch 0: |          | 4182/? [27:56<00:00,  2.49it/s]\nEpoch 0: |          | 4182/? [27:56<00:00,  2.49it/s]\nEpoch 0: |          | 4183/? [27:56<00:00,  2.49it/s]\nEpoch 0: |          | 4183/? [27:56<00:00,  2.49it/s]\nEpoch 0: |          | 4184/? [27:57<00:00,  2.49it/s]\nEpoch 0: |          | 4184/? [27:57<00:00,  2.49it/s]\nEpoch 0: |          | 4185/? [27:57<00:00,  2.49it/s]\nEpoch 0: |          | 4185/? [27:57<00:00,  2.49it/s]\nEpoch 0: |          | 4186/? [27:58<00:00,  2.49it/s]\nEpoch 0: |          | 4186/? [27:58<00:00,  2.49it/s]\nEpoch 0: |          | 4187/? [27:58<00:00,  2.49it/s]\nEpoch 0: |          | 4187/? [27:58<00:00,  2.49it/s]\nEpoch 0: |          | 4188/? [27:58<00:00,  2.49it/s]\nEpoch 0: |          | 4188/? [27:58<00:00,  2.49it/s]\nEpoch 0: |          | 4189/? [27:59<00:00,  2.49it/s]\nEpoch 0: |          | 4189/? [27:59<00:00,  2.49it/s]\nEpoch 0: |          | 4190/? [27:59<00:00,  2.49it/s]\nEpoch 0: |          | 4190/? [27:59<00:00,  2.49it/s]\nEpoch 0: |          | 4191/? [27:59<00:00,  2.49it/s]\nEpoch 0: |          | 4191/? [27:59<00:00,  2.49it/s]\nEpoch 0: |          | 4192/? [28:00<00:00,  2.49it/s]\nEpoch 0: |          | 4192/? [28:00<00:00,  2.49it/s]\nEpoch 0: |          | 4193/? [28:00<00:00,  2.49it/s]\nEpoch 0: |          | 4193/? [28:00<00:00,  2.49it/s]\nEpoch 0: |          | 4194/? [28:01<00:00,  2.49it/s]\nEpoch 0: |          | 4194/? [28:01<00:00,  2.49it/s]\nEpoch 0: |          | 4195/? [28:01<00:00,  2.49it/s]\nEpoch 0: |          | 4195/? [28:01<00:00,  2.49it/s]\nEpoch 0: |          | 4196/? [28:01<00:00,  2.49it/s]\nEpoch 0: |          | 4196/? [28:01<00:00,  2.49it/s]\nEpoch 0: |          | 4197/? [28:02<00:00,  2.49it/s]\nEpoch 0: |          | 4197/? [28:02<00:00,  2.49it/s]\nEpoch 0: |          | 4198/? [28:02<00:00,  2.49it/s]\nEpoch 0: |          | 4198/? [28:02<00:00,  2.49it/s]\nEpoch 0: |          | 4199/? [28:02<00:00,  2.50it/s]\nEpoch 0: |          | 4199/? [28:02<00:00,  2.50it/s]\nEpoch 0: |          | 4200/? [28:03<00:00,  2.50it/s]\nEpoch 0: |          | 4200/? [28:03<00:00,  2.50it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  8.32it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.55it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.53it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.64it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 4200/? [28:03<00:00,  2.49it/s]\nEpoch 0: |          | 4201/? [28:04<00:00,  2.49it/s]\nEpoch 0: |          | 4201/? [28:04<00:00,  2.49it/s]\nEpoch 0: |          | 4202/? [28:04<00:00,  2.49it/s]\nEpoch 0: |          | 4202/? [28:04<00:00,  2.49it/s]\nEpoch 0: |          | 4203/? [28:04<00:00,  2.49it/s]\nEpoch 0: |          | 4203/? [28:04<00:00,  2.49it/s]\nEpoch 0: |          | 4204/? [28:05<00:00,  2.49it/s]\nEpoch 0: |          | 4204/? [28:05<00:00,  2.49it/s]\nEpoch 0: |          | 4205/? [28:05<00:00,  2.49it/s]\nEpoch 0: |          | 4205/? [28:05<00:00,  2.49it/s]\nEpoch 0: |          | 4206/? [28:06<00:00,  2.49it/s]\nEpoch 0: |          | 4206/? [28:06<00:00,  2.49it/s]\nEpoch 0: |          | 4207/? [28:06<00:00,  2.49it/s]\nEpoch 0: |          | 4207/? [28:06<00:00,  2.49it/s]\nEpoch 0: |          | 4208/? [28:06<00:00,  2.49it/s]\nEpoch 0: |          | 4208/? [28:06<00:00,  2.49it/s]\nEpoch 0: |          | 4209/? [28:07<00:00,  2.49it/s]\nEpoch 0: |          | 4209/? [28:07<00:00,  2.49it/s]\nEpoch 0: |          | 4210/? [28:07<00:00,  2.49it/s]\nEpoch 0: |          | 4210/? [28:07<00:00,  2.49it/s]\nEpoch 0: |          | 4211/? [28:07<00:00,  2.49it/s]\nEpoch 0: |          | 4211/? [28:07<00:00,  2.49it/s]\nEpoch 0: |          | 4212/? [28:08<00:00,  2.49it/s]\nEpoch 0: |          | 4212/? [28:08<00:00,  2.49it/s]\nEpoch 0: |          | 4213/? [28:08<00:00,  2.49it/s]\nEpoch 0: |          | 4213/? [28:08<00:00,  2.49it/s]\nEpoch 0: |          | 4214/? [28:09<00:00,  2.49it/s]\nEpoch 0: |          | 4214/? [28:09<00:00,  2.49it/s]\nEpoch 0: |          | 4215/? [28:09<00:00,  2.49it/s]\nEpoch 0: |          | 4215/? [28:09<00:00,  2.49it/s]\nEpoch 0: |          | 4216/? [28:09<00:00,  2.49it/s]\nEpoch 0: |          | 4216/? [28:09<00:00,  2.49it/s]\nEpoch 0: |          | 4217/? [28:10<00:00,  2.49it/s]\nEpoch 0: |          | 4217/? [28:10<00:00,  2.49it/s]\nEpoch 0: |          | 4218/? [28:10<00:00,  2.49it/s]\nEpoch 0: |          | 4218/? [28:10<00:00,  2.49it/s]\nEpoch 0: |          | 4219/? [28:10<00:00,  2.49it/s]\nEpoch 0: |          | 4219/? [28:10<00:00,  2.49it/s]\nEpoch 0: |          | 4220/? [28:11<00:00,  2.50it/s]\nEpoch 0: |          | 4220/? [28:11<00:00,  2.50it/s]\nEpoch 0: |          | 4221/? [28:11<00:00,  2.50it/s]\nEpoch 0: |          | 4221/? [28:11<00:00,  2.50it/s]\nEpoch 0: |          | 4222/? [28:12<00:00,  2.50it/s]\nEpoch 0: |          | 4222/? [28:12<00:00,  2.50it/s]\nEpoch 0: |          | 4223/? [28:12<00:00,  2.50it/s]\nEpoch 0: |          | 4223/? [28:12<00:00,  2.50it/s]\nEpoch 0: |          | 4224/? [28:12<00:00,  2.50it/s]\nEpoch 0: |          | 4224/? [28:12<00:00,  2.50it/s]\nEpoch 0: |          | 4225/? [28:13<00:00,  2.50it/s]\nEpoch 0: |          | 4225/? [28:13<00:00,  2.50it/s]\nEpoch 0: |          | 4226/? [28:13<00:00,  2.50it/s]\nEpoch 0: |          | 4226/? [28:13<00:00,  2.50it/s]\nEpoch 0: |          | 4227/? [28:13<00:00,  2.50it/s]\nEpoch 0: |          | 4227/? [28:13<00:00,  2.50it/s]\nEpoch 0: |          | 4228/? [28:14<00:00,  2.50it/s]\nEpoch 0: |          | 4228/? [28:14<00:00,  2.50it/s]\nEpoch 0: |          | 4229/? [28:14<00:00,  2.50it/s]\nEpoch 0: |          | 4229/? [28:14<00:00,  2.50it/s]\nEpoch 0: |          | 4230/? [28:15<00:00,  2.50it/s]\nEpoch 0: |          | 4230/? [28:15<00:00,  2.50it/s]\nEpoch 0: |          | 4231/? [28:15<00:00,  2.50it/s]\nEpoch 0: |          | 4231/? [28:15<00:00,  2.50it/s]\nEpoch 0: |          | 4232/? [28:15<00:00,  2.50it/s]\nEpoch 0: |          | 4232/? [28:15<00:00,  2.50it/s]\nEpoch 0: |          | 4233/? [28:16<00:00,  2.50it/s]\nEpoch 0: |          | 4233/? [28:16<00:00,  2.50it/s]\nEpoch 0: |          | 4234/? [28:16<00:00,  2.50it/s]\nEpoch 0: |          | 4234/? [28:16<00:00,  2.50it/s]\nEpoch 0: |          | 4235/? [28:17<00:00,  2.50it/s]\nEpoch 0: |          | 4235/? [28:17<00:00,  2.50it/s]\nEpoch 0: |          | 4236/? [28:17<00:00,  2.50it/s]\nEpoch 0: |          | 4236/? [28:17<00:00,  2.50it/s]\nEpoch 0: |          | 4237/? [28:17<00:00,  2.50it/s]\nEpoch 0: |          | 4237/? [28:17<00:00,  2.50it/s]\nEpoch 0: |          | 4238/? [28:18<00:00,  2.50it/s]\nEpoch 0: |          | 4238/? [28:18<00:00,  2.50it/s]\nEpoch 0: |          | 4239/? [28:18<00:00,  2.50it/s]\nEpoch 0: |          | 4239/? [28:18<00:00,  2.50it/s]\nEpoch 0: |          | 4240/? [28:18<00:00,  2.50it/s]\nEpoch 0: |          | 4240/? [28:18<00:00,  2.50it/s]\nEpoch 0: |          | 4241/? [28:19<00:00,  2.50it/s]\nEpoch 0: |          | 4241/? [28:19<00:00,  2.50it/s]\nEpoch 0: |          | 4242/? [28:19<00:00,  2.50it/s]\nEpoch 0: |          | 4242/? [28:19<00:00,  2.50it/s]\nEpoch 0: |          | 4243/? [28:20<00:00,  2.50it/s]\nEpoch 0: |          | 4243/? [28:20<00:00,  2.50it/s]\nEpoch 0: |          | 4244/? [28:20<00:00,  2.50it/s]\nEpoch 0: |          | 4244/? [28:20<00:00,  2.50it/s]\nEpoch 0: |          | 4245/? [28:20<00:00,  2.50it/s]\nEpoch 0: |          | 4245/? [28:20<00:00,  2.50it/s]\nEpoch 0: |          | 4246/? [28:21<00:00,  2.50it/s]\nEpoch 0: |          | 4246/? [28:21<00:00,  2.50it/s]\nEpoch 0: |          | 4247/? [28:21<00:00,  2.50it/s]\nEpoch 0: |          | 4247/? [28:21<00:00,  2.50it/s]\nEpoch 0: |          | 4248/? [28:21<00:00,  2.50it/s]\nEpoch 0: |          | 4248/? [28:21<00:00,  2.50it/s]\nEpoch 0: |          | 4249/? [28:22<00:00,  2.50it/s]\nEpoch 0: |          | 4249/? [28:22<00:00,  2.50it/s]\nEpoch 0: |          | 4250/? [28:22<00:00,  2.50it/s]\nEpoch 0: |          | 4250/? [28:22<00:00,  2.50it/s]\nEpoch 0: |          | 4251/? [28:23<00:00,  2.50it/s]\nEpoch 0: |          | 4251/? [28:23<00:00,  2.50it/s]\nEpoch 0: |          | 4252/? [28:23<00:00,  2.50it/s]\nEpoch 0: |          | 4252/? [28:23<00:00,  2.50it/s]\nEpoch 0: |          | 4253/? [28:23<00:00,  2.50it/s]\nEpoch 0: |          | 4253/? [28:23<00:00,  2.50it/s]\nEpoch 0: |          | 4254/? [28:24<00:00,  2.50it/s]\nEpoch 0: |          | 4254/? [28:24<00:00,  2.50it/s]\nEpoch 0: |          | 4255/? [28:24<00:00,  2.50it/s]\nEpoch 0: |          | 4255/? [28:24<00:00,  2.50it/s]\nEpoch 0: |          | 4256/? [28:24<00:00,  2.50it/s]\nEpoch 0: |          | 4256/? [28:24<00:00,  2.50it/s]\nEpoch 0: |          | 4257/? [28:25<00:00,  2.50it/s]\nEpoch 0: |          | 4257/? [28:25<00:00,  2.50it/s]\nEpoch 0: |          | 4258/? [28:25<00:00,  2.50it/s]\nEpoch 0: |          | 4258/? [28:25<00:00,  2.50it/s]\nEpoch 0: |          | 4259/? [28:25<00:00,  2.50it/s]\nEpoch 0: |          | 4259/? [28:25<00:00,  2.50it/s]\nEpoch 0: |          | 4260/? [28:26<00:00,  2.50it/s]\nEpoch 0: |          | 4260/? [28:26<00:00,  2.50it/s]\nEpoch 0: |          | 4261/? [28:26<00:00,  2.50it/s]\nEpoch 0: |          | 4261/? [28:26<00:00,  2.50it/s]\nEpoch 0: |          | 4262/? [28:27<00:00,  2.50it/s]\nEpoch 0: |          | 4262/? [28:27<00:00,  2.50it/s]\nEpoch 0: |          | 4263/? [28:27<00:00,  2.50it/s]\nEpoch 0: |          | 4263/? [28:27<00:00,  2.50it/s]\nEpoch 0: |          | 4264/? [28:27<00:00,  2.50it/s]\nEpoch 0: |          | 4264/? [28:27<00:00,  2.50it/s]\nEpoch 0: |          | 4265/? [28:28<00:00,  2.50it/s]\nEpoch 0: |          | 4265/? [28:28<00:00,  2.50it/s]\nEpoch 0: |          | 4266/? [28:28<00:00,  2.50it/s]\nEpoch 0: |          | 4266/? [28:28<00:00,  2.50it/s]\nEpoch 0: |          | 4267/? [28:28<00:00,  2.50it/s]\nEpoch 0: |          | 4267/? [28:28<00:00,  2.50it/s]\nEpoch 0: |          | 4268/? [28:29<00:00,  2.50it/s]\nEpoch 0: |          | 4268/? [28:29<00:00,  2.50it/s]\nEpoch 0: |          | 4269/? [28:29<00:00,  2.50it/s]\nEpoch 0: |          | 4269/? [28:29<00:00,  2.50it/s]\nEpoch 0: |          | 4270/? [28:30<00:00,  2.50it/s]\nEpoch 0: |          | 4270/? [28:30<00:00,  2.50it/s]\nEpoch 0: |          | 4271/? [28:30<00:00,  2.50it/s]\nEpoch 0: |          | 4271/? [28:30<00:00,  2.50it/s]\nEpoch 0: |          | 4272/? [28:30<00:00,  2.50it/s]\nEpoch 0: |          | 4272/? [28:30<00:00,  2.50it/s]\nEpoch 0: |          | 4273/? [28:31<00:00,  2.50it/s]\nEpoch 0: |          | 4273/? [28:31<00:00,  2.50it/s]\nEpoch 0: |          | 4274/? [28:31<00:00,  2.50it/s]\nEpoch 0: |          | 4274/? [28:31<00:00,  2.50it/s]\nEpoch 0: |          | 4275/? [28:31<00:00,  2.50it/s]\nEpoch 0: |          | 4275/? [28:31<00:00,  2.50it/s]\nEpoch 0: |          | 4276/? [28:32<00:00,  2.50it/s]\nEpoch 0: |          | 4276/? [28:32<00:00,  2.50it/s]\nEpoch 0: |          | 4277/? [28:32<00:00,  2.50it/s]\nEpoch 0: |          | 4277/? [28:32<00:00,  2.50it/s]\nEpoch 0: |          | 4278/? [28:33<00:00,  2.50it/s]\nEpoch 0: |          | 4278/? [28:33<00:00,  2.50it/s]\nEpoch 0: |          | 4279/? [28:33<00:00,  2.50it/s]\nEpoch 0: |          | 4279/? [28:33<00:00,  2.50it/s]\nEpoch 0: |          | 4280/? [28:33<00:00,  2.50it/s]\nEpoch 0: |          | 4280/? [28:33<00:00,  2.50it/s]\nEpoch 0: |          | 4281/? [28:34<00:00,  2.50it/s]\nEpoch 0: |          | 4281/? [28:34<00:00,  2.50it/s]\nEpoch 0: |          | 4282/? [28:34<00:00,  2.50it/s]\nEpoch 0: |          | 4282/? [28:34<00:00,  2.50it/s]\nEpoch 0: |          | 4283/? [28:34<00:00,  2.50it/s]\nEpoch 0: |          | 4283/? [28:34<00:00,  2.50it/s]\nEpoch 0: |          | 4284/? [28:35<00:00,  2.50it/s]\nEpoch 0: |          | 4284/? [28:35<00:00,  2.50it/s]\nEpoch 0: |          | 4285/? [28:35<00:00,  2.50it/s]\nEpoch 0: |          | 4285/? [28:35<00:00,  2.50it/s]\nEpoch 0: |          | 4286/? [28:36<00:00,  2.50it/s]\nEpoch 0: |          | 4286/? [28:36<00:00,  2.50it/s]\nEpoch 0: |          | 4287/? [28:36<00:00,  2.50it/s]\nEpoch 0: |          | 4287/? [28:36<00:00,  2.50it/s]\nEpoch 0: |          | 4288/? [28:36<00:00,  2.50it/s]\nEpoch 0: |          | 4288/? [28:36<00:00,  2.50it/s]\nEpoch 0: |          | 4289/? [28:37<00:00,  2.50it/s]\nEpoch 0: |          | 4289/? [28:37<00:00,  2.50it/s]\nEpoch 0: |          | 4290/? [28:37<00:00,  2.50it/s]\nEpoch 0: |          | 4290/? [28:37<00:00,  2.50it/s]\nEpoch 0: |          | 4291/? [28:38<00:00,  2.50it/s]\nEpoch 0: |          | 4291/? [28:38<00:00,  2.50it/s]\nEpoch 0: |          | 4292/? [28:38<00:00,  2.50it/s]\nEpoch 0: |          | 4292/? [28:38<00:00,  2.50it/s]\nEpoch 0: |          | 4293/? [28:38<00:00,  2.50it/s]\nEpoch 0: |          | 4293/? [28:38<00:00,  2.50it/s]\nEpoch 0: |          | 4294/? [28:39<00:00,  2.50it/s]\nEpoch 0: |          | 4294/? [28:39<00:00,  2.50it/s]\nEpoch 0: |          | 4295/? [28:39<00:00,  2.50it/s]\nEpoch 0: |          | 4295/? [28:39<00:00,  2.50it/s]\nEpoch 0: |          | 4296/? [28:39<00:00,  2.50it/s]\nEpoch 0: |          | 4296/? [28:39<00:00,  2.50it/s]\nEpoch 0: |          | 4297/? [28:40<00:00,  2.50it/s]\nEpoch 0: |          | 4297/? [28:40<00:00,  2.50it/s]\nEpoch 0: |          | 4298/? [28:40<00:00,  2.50it/s]\nEpoch 0: |          | 4298/? [28:40<00:00,  2.50it/s]\nEpoch 0: |          | 4299/? [28:41<00:00,  2.50it/s]\nEpoch 0: |          | 4299/? [28:41<00:00,  2.50it/s]\nEpoch 0: |          | 4300/? [28:41<00:00,  2.50it/s]\nEpoch 0: |          | 4300/? [28:41<00:00,  2.50it/s]\nEpoch 0: |          | 4301/? [28:41<00:00,  2.50it/s]\nEpoch 0: |          | 4301/? [28:41<00:00,  2.50it/s]\nEpoch 0: |          | 4302/? [28:42<00:00,  2.50it/s]\nEpoch 0: |          | 4302/? [28:42<00:00,  2.50it/s]\nEpoch 0: |          | 4303/? [28:42<00:00,  2.50it/s]\nEpoch 0: |          | 4303/? [28:42<00:00,  2.50it/s]\nEpoch 0: |          | 4304/? [28:42<00:00,  2.50it/s]\nEpoch 0: |          | 4304/? [28:42<00:00,  2.50it/s]\nEpoch 0: |          | 4305/? [28:43<00:00,  2.50it/s]\nEpoch 0: |          | 4305/? [28:43<00:00,  2.50it/s]\nEpoch 0: |          | 4306/? [28:43<00:00,  2.50it/s]\nEpoch 0: |          | 4306/? [28:43<00:00,  2.50it/s]\nEpoch 0: |          | 4307/? [28:44<00:00,  2.50it/s]\nEpoch 0: |          | 4307/? [28:44<00:00,  2.50it/s]\nEpoch 0: |          | 4308/? [28:44<00:00,  2.50it/s]\nEpoch 0: |          | 4308/? [28:44<00:00,  2.50it/s]\nEpoch 0: |          | 4309/? [28:44<00:00,  2.50it/s]\nEpoch 0: |          | 4309/? [28:44<00:00,  2.50it/s]\nEpoch 0: |          | 4310/? [28:45<00:00,  2.50it/s]\nEpoch 0: |          | 4310/? [28:45<00:00,  2.50it/s]\nEpoch 0: |          | 4311/? [28:45<00:00,  2.50it/s]\nEpoch 0: |          | 4311/? [28:45<00:00,  2.50it/s]\nEpoch 0: |          | 4312/? [28:45<00:00,  2.50it/s]\nEpoch 0: |          | 4312/? [28:45<00:00,  2.50it/s]\nEpoch 0: |          | 4313/? [28:46<00:00,  2.50it/s]\nEpoch 0: |          | 4313/? [28:46<00:00,  2.50it/s]\nEpoch 0: |          | 4314/? [28:46<00:00,  2.50it/s]\nEpoch 0: |          | 4314/? [28:46<00:00,  2.50it/s]\nEpoch 0: |          | 4315/? [28:47<00:00,  2.50it/s]\nEpoch 0: |          | 4315/? [28:47<00:00,  2.50it/s]\nEpoch 0: |          | 4316/? [28:47<00:00,  2.50it/s]\nEpoch 0: |          | 4316/? [28:47<00:00,  2.50it/s]\nEpoch 0: |          | 4317/? [28:47<00:00,  2.50it/s]\nEpoch 0: |          | 4317/? [28:47<00:00,  2.50it/s]\nEpoch 0: |          | 4318/? [28:48<00:00,  2.50it/s]\nEpoch 0: |          | 4318/? [28:48<00:00,  2.50it/s]\nEpoch 0: |          | 4319/? [28:48<00:00,  2.50it/s]\nEpoch 0: |          | 4319/? [28:48<00:00,  2.50it/s]\nEpoch 0: |          | 4320/? [28:48<00:00,  2.50it/s]\nEpoch 0: |          | 4320/? [28:48<00:00,  2.50it/s]\nEpoch 0: |          | 4321/? [28:49<00:00,  2.50it/s]\nEpoch 0: |          | 4321/? [28:49<00:00,  2.50it/s]\nEpoch 0: |          | 4322/? [28:49<00:00,  2.50it/s]\nEpoch 0: |          | 4322/? [28:49<00:00,  2.50it/s]\nEpoch 0: |          | 4323/? [28:50<00:00,  2.50it/s]\nEpoch 0: |          | 4323/? [28:50<00:00,  2.50it/s]\nEpoch 0: |          | 4324/? [28:50<00:00,  2.50it/s]\nEpoch 0: |          | 4324/? [28:50<00:00,  2.50it/s]\nEpoch 0: |          | 4325/? [28:50<00:00,  2.50it/s]\nEpoch 0: |          | 4325/? [28:50<00:00,  2.50it/s]\nEpoch 0: |          | 4326/? [28:51<00:00,  2.50it/s]\nEpoch 0: |          | 4326/? [28:51<00:00,  2.50it/s]\nEpoch 0: |          | 4327/? [28:51<00:00,  2.50it/s]\nEpoch 0: |          | 4327/? [28:51<00:00,  2.50it/s]\nEpoch 0: |          | 4328/? [28:51<00:00,  2.50it/s]\nEpoch 0: |          | 4328/? [28:51<00:00,  2.50it/s]\nEpoch 0: |          | 4329/? [28:52<00:00,  2.50it/s]\nEpoch 0: |          | 4329/? [28:52<00:00,  2.50it/s]\nEpoch 0: |          | 4330/? [28:52<00:00,  2.50it/s]\nEpoch 0: |          | 4330/? [28:52<00:00,  2.50it/s]\nEpoch 0: |          | 4331/? [28:53<00:00,  2.50it/s]\nEpoch 0: |          | 4331/? [28:53<00:00,  2.50it/s]\nEpoch 0: |          | 4332/? [28:53<00:00,  2.50it/s]\nEpoch 0: |          | 4332/? [28:53<00:00,  2.50it/s]\nEpoch 0: |          | 4333/? [28:53<00:00,  2.50it/s]\nEpoch 0: |          | 4333/? [28:53<00:00,  2.50it/s]\nEpoch 0: |          | 4334/? [28:54<00:00,  2.50it/s]\nEpoch 0: |          | 4334/? [28:54<00:00,  2.50it/s]\nEpoch 0: |          | 4335/? [28:54<00:00,  2.50it/s]\nEpoch 0: |          | 4335/? [28:54<00:00,  2.50it/s]\nEpoch 0: |          | 4336/? [28:54<00:00,  2.50it/s]\nEpoch 0: |          | 4336/? [28:54<00:00,  2.50it/s]\nEpoch 0: |          | 4337/? [28:55<00:00,  2.50it/s]\nEpoch 0: |          | 4337/? [28:55<00:00,  2.50it/s]\nEpoch 0: |          | 4338/? [28:55<00:00,  2.50it/s]\nEpoch 0: |          | 4338/? [28:55<00:00,  2.50it/s]\nEpoch 0: |          | 4339/? [28:56<00:00,  2.50it/s]\nEpoch 0: |          | 4339/? [28:56<00:00,  2.50it/s]\nEpoch 0: |          | 4340/? [28:56<00:00,  2.50it/s]\nEpoch 0: |          | 4340/? [28:56<00:00,  2.50it/s]\nEpoch 0: |          | 4341/? [28:56<00:00,  2.50it/s]\nEpoch 0: |          | 4341/? [28:56<00:00,  2.50it/s]\nEpoch 0: |          | 4342/? [28:57<00:00,  2.50it/s]\nEpoch 0: |          | 4342/? [28:57<00:00,  2.50it/s]\nEpoch 0: |          | 4343/? [28:57<00:00,  2.50it/s]\nEpoch 0: |          | 4343/? [28:57<00:00,  2.50it/s]\nEpoch 0: |          | 4344/? [28:57<00:00,  2.50it/s]\nEpoch 0: |          | 4344/? [28:57<00:00,  2.50it/s]\nEpoch 0: |          | 4345/? [28:58<00:00,  2.50it/s]\nEpoch 0: |          | 4345/? [28:58<00:00,  2.50it/s]\nEpoch 0: |          | 4346/? [28:58<00:00,  2.50it/s]\nEpoch 0: |          | 4346/? [28:58<00:00,  2.50it/s]\nEpoch 0: |          | 4347/? [28:59<00:00,  2.50it/s]\nEpoch 0: |          | 4347/? [28:59<00:00,  2.50it/s]\nEpoch 0: |          | 4348/? [28:59<00:00,  2.50it/s]\nEpoch 0: |          | 4348/? [28:59<00:00,  2.50it/s]\nEpoch 0: |          | 4349/? [28:59<00:00,  2.50it/s]\nEpoch 0: |          | 4349/? [28:59<00:00,  2.50it/s]\nEpoch 0: |          | 4350/? [29:00<00:00,  2.50it/s]\nEpoch 0: |          | 4350/? [29:00<00:00,  2.50it/s]\nEpoch 0: |          | 4351/? [29:00<00:00,  2.50it/s]\nEpoch 0: |          | 4351/? [29:00<00:00,  2.50it/s]\nEpoch 0: |          | 4352/? [29:00<00:00,  2.50it/s]\nEpoch 0: |          | 4352/? [29:00<00:00,  2.50it/s]\nEpoch 0: |          | 4353/? [29:01<00:00,  2.50it/s]\nEpoch 0: |          | 4353/? [29:01<00:00,  2.50it/s]\nEpoch 0: |          | 4354/? [29:01<00:00,  2.50it/s]\nEpoch 0: |          | 4354/? [29:01<00:00,  2.50it/s]\nEpoch 0: |          | 4355/? [29:02<00:00,  2.50it/s]\nEpoch 0: |          | 4355/? [29:02<00:00,  2.50it/s]\nEpoch 0: |          | 4356/? [29:02<00:00,  2.50it/s]\nEpoch 0: |          | 4356/? [29:02<00:00,  2.50it/s]\nEpoch 0: |          | 4357/? [29:02<00:00,  2.50it/s]\nEpoch 0: |          | 4357/? [29:02<00:00,  2.50it/s]\nEpoch 0: |          | 4358/? [29:03<00:00,  2.50it/s]\nEpoch 0: |          | 4358/? [29:03<00:00,  2.50it/s]\nEpoch 0: |          | 4359/? [29:03<00:00,  2.50it/s]\nEpoch 0: |          | 4359/? [29:03<00:00,  2.50it/s]\nEpoch 0: |          | 4360/? [29:03<00:00,  2.50it/s]\nEpoch 0: |          | 4360/? [29:03<00:00,  2.50it/s]\nEpoch 0: |          | 4361/? [29:04<00:00,  2.50it/s]\nEpoch 0: |          | 4361/? [29:04<00:00,  2.50it/s]\nEpoch 0: |          | 4362/? [29:04<00:00,  2.50it/s]\nEpoch 0: |          | 4362/? [29:04<00:00,  2.50it/s]\nEpoch 0: |          | 4363/? [29:05<00:00,  2.50it/s]\nEpoch 0: |          | 4363/? [29:05<00:00,  2.50it/s]\nEpoch 0: |          | 4364/? [29:05<00:00,  2.50it/s]\nEpoch 0: |          | 4364/? [29:05<00:00,  2.50it/s]\nEpoch 0: |          | 4365/? [29:05<00:00,  2.50it/s]\nEpoch 0: |          | 4365/? [29:05<00:00,  2.50it/s]\nEpoch 0: |          | 4366/? [29:06<00:00,  2.50it/s]\nEpoch 0: |          | 4366/? [29:06<00:00,  2.50it/s]\nEpoch 0: |          | 4367/? [29:06<00:00,  2.50it/s]\nEpoch 0: |          | 4367/? [29:06<00:00,  2.50it/s]\nEpoch 0: |          | 4368/? [29:06<00:00,  2.50it/s]\nEpoch 0: |          | 4368/? [29:06<00:00,  2.50it/s]\nEpoch 0: |          | 4369/? [29:07<00:00,  2.50it/s]\nEpoch 0: |          | 4369/? [29:07<00:00,  2.50it/s]\nEpoch 0: |          | 4370/? [29:07<00:00,  2.50it/s]\nEpoch 0: |          | 4370/? [29:07<00:00,  2.50it/s]\nEpoch 0: |          | 4371/? [29:08<00:00,  2.50it/s]\nEpoch 0: |          | 4371/? [29:08<00:00,  2.50it/s]\nEpoch 0: |          | 4372/? [29:08<00:00,  2.50it/s]\nEpoch 0: |          | 4372/? [29:08<00:00,  2.50it/s]\nEpoch 0: |          | 4373/? [29:08<00:00,  2.50it/s]\nEpoch 0: |          | 4373/? [29:08<00:00,  2.50it/s]\nEpoch 0: |          | 4374/? [29:09<00:00,  2.50it/s]\nEpoch 0: |          | 4374/? [29:09<00:00,  2.50it/s]\nEpoch 0: |          | 4375/? [29:09<00:00,  2.50it/s]\nEpoch 0: |          | 4375/? [29:09<00:00,  2.50it/s]\nEpoch 0: |          | 4376/? [29:09<00:00,  2.50it/s]\nEpoch 0: |          | 4376/? [29:09<00:00,  2.50it/s]\nEpoch 0: |          | 4377/? [29:10<00:00,  2.50it/s]\nEpoch 0: |          | 4377/? [29:10<00:00,  2.50it/s]\nEpoch 0: |          | 4378/? [29:10<00:00,  2.50it/s]\nEpoch 0: |          | 4378/? [29:10<00:00,  2.50it/s]\nEpoch 0: |          | 4379/? [29:11<00:00,  2.50it/s]\nEpoch 0: |          | 4379/? [29:11<00:00,  2.50it/s]\nEpoch 0: |          | 4380/? [29:11<00:00,  2.50it/s]\nEpoch 0: |          | 4380/? [29:11<00:00,  2.50it/s]\nEpoch 0: |          | 4381/? [29:11<00:00,  2.50it/s]\nEpoch 0: |          | 4381/? [29:11<00:00,  2.50it/s]\nEpoch 0: |          | 4382/? [29:12<00:00,  2.50it/s]\nEpoch 0: |          | 4382/? [29:12<00:00,  2.50it/s]\nEpoch 0: |          | 4383/? [29:12<00:00,  2.50it/s]\nEpoch 0: |          | 4383/? [29:12<00:00,  2.50it/s]\nEpoch 0: |          | 4384/? [29:12<00:00,  2.50it/s]\nEpoch 0: |          | 4384/? [29:12<00:00,  2.50it/s]\nEpoch 0: |          | 4385/? [29:13<00:00,  2.50it/s]\nEpoch 0: |          | 4385/? [29:13<00:00,  2.50it/s]\nEpoch 0: |          | 4386/? [29:13<00:00,  2.50it/s]\nEpoch 0: |          | 4386/? [29:13<00:00,  2.50it/s]\nEpoch 0: |          | 4387/? [29:14<00:00,  2.50it/s]\nEpoch 0: |          | 4387/? [29:14<00:00,  2.50it/s]\nEpoch 0: |          | 4388/? [29:14<00:00,  2.50it/s]\nEpoch 0: |          | 4388/? [29:14<00:00,  2.50it/s]\nEpoch 0: |          | 4389/? [29:14<00:00,  2.50it/s]\nEpoch 0: |          | 4389/? [29:14<00:00,  2.50it/s]\nEpoch 0: |          | 4390/? [29:15<00:00,  2.50it/s]\nEpoch 0: |          | 4390/? [29:15<00:00,  2.50it/s]\nEpoch 0: |          | 4391/? [29:15<00:00,  2.50it/s]\nEpoch 0: |          | 4391/? [29:15<00:00,  2.50it/s]\nEpoch 0: |          | 4392/? [29:15<00:00,  2.50it/s]\nEpoch 0: |          | 4392/? [29:15<00:00,  2.50it/s]\nEpoch 0: |          | 4393/? [29:16<00:00,  2.50it/s]\nEpoch 0: |          | 4393/? [29:16<00:00,  2.50it/s]\nEpoch 0: |          | 4394/? [29:16<00:00,  2.50it/s]\nEpoch 0: |          | 4394/? [29:16<00:00,  2.50it/s]\nEpoch 0: |          | 4395/? [29:17<00:00,  2.50it/s]\nEpoch 0: |          | 4395/? [29:17<00:00,  2.50it/s]\nEpoch 0: |          | 4396/? [29:17<00:00,  2.50it/s]\nEpoch 0: |          | 4396/? [29:17<00:00,  2.50it/s]\nEpoch 0: |          | 4397/? [29:17<00:00,  2.50it/s]\nEpoch 0: |          | 4397/? [29:17<00:00,  2.50it/s]\nEpoch 0: |          | 4398/? [29:18<00:00,  2.50it/s]\nEpoch 0: |          | 4398/? [29:18<00:00,  2.50it/s]\nEpoch 0: |          | 4399/? [29:18<00:00,  2.50it/s]\nEpoch 0: |          | 4399/? [29:18<00:00,  2.50it/s]\nEpoch 0: |          | 4400/? [29:18<00:00,  2.50it/s]\nEpoch 0: |          | 4400/? [29:18<00:00,  2.50it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  8.39it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.82it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.81it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.92it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 4400/? [29:19<00:00,  2.50it/s]\nEpoch 0: |          | 4401/? [29:19<00:00,  2.50it/s]\nEpoch 0: |          | 4401/? [29:19<00:00,  2.50it/s]\nEpoch 0: |          | 4402/? [29:20<00:00,  2.50it/s]\nEpoch 0: |          | 4402/? [29:20<00:00,  2.50it/s]\nEpoch 0: |          | 4403/? [29:20<00:00,  2.50it/s]\nEpoch 0: |          | 4403/? [29:20<00:00,  2.50it/s]\nEpoch 0: |          | 4404/? [29:20<00:00,  2.50it/s]\nEpoch 0: |          | 4404/? [29:20<00:00,  2.50it/s]\nEpoch 0: |          | 4405/? [29:21<00:00,  2.50it/s]\nEpoch 0: |          | 4405/? [29:21<00:00,  2.50it/s]\nEpoch 0: |          | 4406/? [29:21<00:00,  2.50it/s]\nEpoch 0: |          | 4406/? [29:21<00:00,  2.50it/s]\nEpoch 0: |          | 4407/? [29:22<00:00,  2.50it/s]\nEpoch 0: |          | 4407/? [29:22<00:00,  2.50it/s]\nEpoch 0: |          | 4408/? [29:22<00:00,  2.50it/s]\nEpoch 0: |          | 4408/? [29:22<00:00,  2.50it/s]\nEpoch 0: |          | 4409/? [29:22<00:00,  2.50it/s]\nEpoch 0: |          | 4409/? [29:22<00:00,  2.50it/s]\nEpoch 0: |          | 4410/? [29:23<00:00,  2.50it/s]\nEpoch 0: |          | 4410/? [29:23<00:00,  2.50it/s]\nEpoch 0: |          | 4411/? [29:23<00:00,  2.50it/s]\nEpoch 0: |          | 4411/? [29:23<00:00,  2.50it/s]\nEpoch 0: |          | 4412/? [29:23<00:00,  2.50it/s]\nEpoch 0: |          | 4412/? [29:23<00:00,  2.50it/s]\nEpoch 0: |          | 4413/? [29:24<00:00,  2.50it/s]\nEpoch 0: |          | 4413/? [29:24<00:00,  2.50it/s]\nEpoch 0: |          | 4414/? [29:24<00:00,  2.50it/s]\nEpoch 0: |          | 4414/? [29:24<00:00,  2.50it/s]\nEpoch 0: |          | 4415/? [29:25<00:00,  2.50it/s]\nEpoch 0: |          | 4415/? [29:25<00:00,  2.50it/s]\nEpoch 0: |          | 4416/? [29:25<00:00,  2.50it/s]\nEpoch 0: |          | 4416/? [29:25<00:00,  2.50it/s]\nEpoch 0: |          | 4417/? [29:25<00:00,  2.50it/s]\nEpoch 0: |          | 4417/? [29:25<00:00,  2.50it/s]\nEpoch 0: |          | 4418/? [29:26<00:00,  2.50it/s]\nEpoch 0: |          | 4418/? [29:26<00:00,  2.50it/s]\nEpoch 0: |          | 4419/? [29:26<00:00,  2.50it/s]\nEpoch 0: |          | 4419/? [29:26<00:00,  2.50it/s]\nEpoch 0: |          | 4420/? [29:26<00:00,  2.50it/s]\nEpoch 0: |          | 4420/? [29:26<00:00,  2.50it/s]\nEpoch 0: |          | 4421/? [29:27<00:00,  2.50it/s]\nEpoch 0: |          | 4421/? [29:27<00:00,  2.50it/s]\nEpoch 0: |          | 4422/? [29:27<00:00,  2.50it/s]\nEpoch 0: |          | 4422/? [29:27<00:00,  2.50it/s]\nEpoch 0: |          | 4423/? [29:28<00:00,  2.50it/s]\nEpoch 0: |          | 4423/? [29:28<00:00,  2.50it/s]\nEpoch 0: |          | 4424/? [29:28<00:00,  2.50it/s]\nEpoch 0: |          | 4424/? [29:28<00:00,  2.50it/s]\nEpoch 0: |          | 4425/? [29:28<00:00,  2.50it/s]\nEpoch 0: |          | 4425/? [29:28<00:00,  2.50it/s]\nEpoch 0: |          | 4426/? [29:29<00:00,  2.50it/s]\nEpoch 0: |          | 4426/? [29:29<00:00,  2.50it/s]\nEpoch 0: |          | 4427/? [29:29<00:00,  2.50it/s]\nEpoch 0: |          | 4427/? [29:29<00:00,  2.50it/s]\nEpoch 0: |          | 4428/? [29:29<00:00,  2.50it/s]\nEpoch 0: |          | 4428/? [29:29<00:00,  2.50it/s]\nEpoch 0: |          | 4429/? [29:30<00:00,  2.50it/s]\nEpoch 0: |          | 4429/? [29:30<00:00,  2.50it/s]\nEpoch 0: |          | 4430/? [29:30<00:00,  2.50it/s]\nEpoch 0: |          | 4430/? [29:30<00:00,  2.50it/s]\nEpoch 0: |          | 4431/? [29:31<00:00,  2.50it/s]\nEpoch 0: |          | 4431/? [29:31<00:00,  2.50it/s]\nEpoch 0: |          | 4432/? [29:31<00:00,  2.50it/s]\nEpoch 0: |          | 4432/? [29:31<00:00,  2.50it/s]\nEpoch 0: |          | 4433/? [29:31<00:00,  2.50it/s]\nEpoch 0: |          | 4433/? [29:31<00:00,  2.50it/s]\nEpoch 0: |          | 4434/? [29:32<00:00,  2.50it/s]\nEpoch 0: |          | 4434/? [29:32<00:00,  2.50it/s]\nEpoch 0: |          | 4435/? [29:32<00:00,  2.50it/s]\nEpoch 0: |          | 4435/? [29:32<00:00,  2.50it/s]\nEpoch 0: |          | 4436/? [29:32<00:00,  2.50it/s]\nEpoch 0: |          | 4436/? [29:32<00:00,  2.50it/s]\nEpoch 0: |          | 4437/? [29:33<00:00,  2.50it/s]\nEpoch 0: |          | 4437/? [29:33<00:00,  2.50it/s]\nEpoch 0: |          | 4438/? [29:33<00:00,  2.50it/s]\nEpoch 0: |          | 4438/? [29:33<00:00,  2.50it/s]\nEpoch 0: |          | 4439/? [29:34<00:00,  2.50it/s]\nEpoch 0: |          | 4439/? [29:34<00:00,  2.50it/s]\nEpoch 0: |          | 4440/? [29:34<00:00,  2.50it/s]\nEpoch 0: |          | 4440/? [29:34<00:00,  2.50it/s]\nEpoch 0: |          | 4441/? [29:34<00:00,  2.50it/s]\nEpoch 0: |          | 4441/? [29:34<00:00,  2.50it/s]\nEpoch 0: |          | 4442/? [29:35<00:00,  2.50it/s]\nEpoch 0: |          | 4442/? [29:35<00:00,  2.50it/s]\nEpoch 0: |          | 4443/? [29:35<00:00,  2.50it/s]\nEpoch 0: |          | 4443/? [29:35<00:00,  2.50it/s]\nEpoch 0: |          | 4444/? [29:35<00:00,  2.50it/s]\nEpoch 0: |          | 4444/? [29:35<00:00,  2.50it/s]\nEpoch 0: |          | 4445/? [29:36<00:00,  2.50it/s]\nEpoch 0: |          | 4445/? [29:36<00:00,  2.50it/s]\nEpoch 0: |          | 4446/? [29:36<00:00,  2.50it/s]\nEpoch 0: |          | 4446/? [29:36<00:00,  2.50it/s]\nEpoch 0: |          | 4447/? [29:37<00:00,  2.50it/s]\nEpoch 0: |          | 4447/? [29:37<00:00,  2.50it/s]\nEpoch 0: |          | 4448/? [29:37<00:00,  2.50it/s]\nEpoch 0: |          | 4448/? [29:37<00:00,  2.50it/s]\nEpoch 0: |          | 4449/? [29:37<00:00,  2.50it/s]\nEpoch 0: |          | 4449/? [29:37<00:00,  2.50it/s]\nEpoch 0: |          | 4450/? [29:38<00:00,  2.50it/s]\nEpoch 0: |          | 4450/? [29:38<00:00,  2.50it/s]\nEpoch 0: |          | 4451/? [29:38<00:00,  2.50it/s]\nEpoch 0: |          | 4451/? [29:38<00:00,  2.50it/s]\nEpoch 0: |          | 4452/? [29:38<00:00,  2.50it/s]\nEpoch 0: |          | 4452/? [29:38<00:00,  2.50it/s]\nEpoch 0: |          | 4453/? [29:39<00:00,  2.50it/s]\nEpoch 0: |          | 4453/? [29:39<00:00,  2.50it/s]\nEpoch 0: |          | 4454/? [29:39<00:00,  2.50it/s]\nEpoch 0: |          | 4454/? [29:39<00:00,  2.50it/s]\nEpoch 0: |          | 4455/? [29:40<00:00,  2.50it/s]\nEpoch 0: |          | 4455/? [29:40<00:00,  2.50it/s]\nEpoch 0: |          | 4456/? [29:40<00:00,  2.50it/s]\nEpoch 0: |          | 4456/? [29:40<00:00,  2.50it/s]\nEpoch 0: |          | 4457/? [29:40<00:00,  2.50it/s]\nEpoch 0: |          | 4457/? [29:40<00:00,  2.50it/s]\nEpoch 0: |          | 4458/? [29:41<00:00,  2.50it/s]\nEpoch 0: |          | 4458/? [29:41<00:00,  2.50it/s]\nEpoch 0: |          | 4459/? [29:41<00:00,  2.50it/s]\nEpoch 0: |          | 4459/? [29:41<00:00,  2.50it/s]\nEpoch 0: |          | 4460/? [29:41<00:00,  2.50it/s]\nEpoch 0: |          | 4460/? [29:41<00:00,  2.50it/s]\nEpoch 0: |          | 4461/? [29:42<00:00,  2.50it/s]\nEpoch 0: |          | 4461/? [29:42<00:00,  2.50it/s]\nEpoch 0: |          | 4462/? [29:42<00:00,  2.50it/s]\nEpoch 0: |          | 4462/? [29:42<00:00,  2.50it/s]\nEpoch 0: |          | 4463/? [29:43<00:00,  2.50it/s]\nEpoch 0: |          | 4463/? [29:43<00:00,  2.50it/s]\nEpoch 0: |          | 4464/? [29:43<00:00,  2.50it/s]\nEpoch 0: |          | 4464/? [29:43<00:00,  2.50it/s]\nEpoch 0: |          | 4465/? [29:43<00:00,  2.50it/s]\nEpoch 0: |          | 4465/? [29:43<00:00,  2.50it/s]\nEpoch 0: |          | 4466/? [29:44<00:00,  2.50it/s]\nEpoch 0: |          | 4466/? [29:44<00:00,  2.50it/s]\nEpoch 0: |          | 4467/? [29:44<00:00,  2.50it/s]\nEpoch 0: |          | 4467/? [29:44<00:00,  2.50it/s]\nEpoch 0: |          | 4468/? [29:44<00:00,  2.50it/s]\nEpoch 0: |          | 4468/? [29:44<00:00,  2.50it/s]\nEpoch 0: |          | 4469/? [29:45<00:00,  2.50it/s]\nEpoch 0: |          | 4469/? [29:45<00:00,  2.50it/s]\nEpoch 0: |          | 4470/? [29:45<00:00,  2.50it/s]\nEpoch 0: |          | 4470/? [29:45<00:00,  2.50it/s]\nEpoch 0: |          | 4471/? [29:46<00:00,  2.50it/s]\nEpoch 0: |          | 4471/? [29:46<00:00,  2.50it/s]\nEpoch 0: |          | 4472/? [29:46<00:00,  2.50it/s]\nEpoch 0: |          | 4472/? [29:46<00:00,  2.50it/s]\nEpoch 0: |          | 4473/? [29:46<00:00,  2.50it/s]\nEpoch 0: |          | 4473/? [29:46<00:00,  2.50it/s]\nEpoch 0: |          | 4474/? [29:47<00:00,  2.50it/s]\nEpoch 0: |          | 4474/? [29:47<00:00,  2.50it/s]\nEpoch 0: |          | 4475/? [29:47<00:00,  2.50it/s]\nEpoch 0: |          | 4475/? [29:47<00:00,  2.50it/s]\nEpoch 0: |          | 4476/? [29:47<00:00,  2.50it/s]\nEpoch 0: |          | 4476/? [29:47<00:00,  2.50it/s]\nEpoch 0: |          | 4477/? [29:48<00:00,  2.50it/s]\nEpoch 0: |          | 4477/? [29:48<00:00,  2.50it/s]\nEpoch 0: |          | 4478/? [29:48<00:00,  2.50it/s]\nEpoch 0: |          | 4478/? [29:48<00:00,  2.50it/s]\nEpoch 0: |          | 4479/? [29:49<00:00,  2.50it/s]\nEpoch 0: |          | 4479/? [29:49<00:00,  2.50it/s]\nEpoch 0: |          | 4480/? [29:49<00:00,  2.50it/s]\nEpoch 0: |          | 4480/? [29:49<00:00,  2.50it/s]\nEpoch 0: |          | 4481/? [29:49<00:00,  2.50it/s]\nEpoch 0: |          | 4481/? [29:49<00:00,  2.50it/s]\nEpoch 0: |          | 4482/? [29:50<00:00,  2.50it/s]\nEpoch 0: |          | 4482/? [29:50<00:00,  2.50it/s]\nEpoch 0: |          | 4483/? [29:50<00:00,  2.50it/s]\nEpoch 0: |          | 4483/? [29:50<00:00,  2.50it/s]\nEpoch 0: |          | 4484/? [29:50<00:00,  2.50it/s]\nEpoch 0: |          | 4484/? [29:50<00:00,  2.50it/s]\nEpoch 0: |          | 4485/? [29:51<00:00,  2.50it/s]\nEpoch 0: |          | 4485/? [29:51<00:00,  2.50it/s]\nEpoch 0: |          | 4486/? [29:51<00:00,  2.50it/s]\nEpoch 0: |          | 4486/? [29:51<00:00,  2.50it/s]\nEpoch 0: |          | 4487/? [29:52<00:00,  2.50it/s]\nEpoch 0: |          | 4487/? [29:52<00:00,  2.50it/s]\nEpoch 0: |          | 4488/? [29:52<00:00,  2.50it/s]\nEpoch 0: |          | 4488/? [29:52<00:00,  2.50it/s]\nEpoch 0: |          | 4489/? [29:52<00:00,  2.50it/s]\nEpoch 0: |          | 4489/? [29:52<00:00,  2.50it/s]\nEpoch 0: |          | 4490/? [29:53<00:00,  2.50it/s]\nEpoch 0: |          | 4490/? [29:53<00:00,  2.50it/s]\nEpoch 0: |          | 4491/? [29:53<00:00,  2.50it/s]\nEpoch 0: |          | 4491/? [29:53<00:00,  2.50it/s]\nEpoch 0: |          | 4492/? [29:53<00:00,  2.50it/s]\nEpoch 0: |          | 4492/? [29:53<00:00,  2.50it/s]\nEpoch 0: |          | 4493/? [29:54<00:00,  2.50it/s]\nEpoch 0: |          | 4493/? [29:54<00:00,  2.50it/s]\nEpoch 0: |          | 4494/? [29:54<00:00,  2.50it/s]\nEpoch 0: |          | 4494/? [29:54<00:00,  2.50it/s]\nEpoch 0: |          | 4495/? [29:55<00:00,  2.50it/s]\nEpoch 0: |          | 4495/? [29:55<00:00,  2.50it/s]\nEpoch 0: |          | 4496/? [29:55<00:00,  2.50it/s]\nEpoch 0: |          | 4496/? [29:55<00:00,  2.50it/s]\nEpoch 0: |          | 4497/? [29:55<00:00,  2.50it/s]\nEpoch 0: |          | 4497/? [29:55<00:00,  2.50it/s]\nEpoch 0: |          | 4498/? [29:56<00:00,  2.50it/s]\nEpoch 0: |          | 4498/? [29:56<00:00,  2.50it/s]\nEpoch 0: |          | 4499/? [29:56<00:00,  2.50it/s]\nEpoch 0: |          | 4499/? [29:56<00:00,  2.50it/s]\nEpoch 0: |          | 4500/? [29:56<00:00,  2.50it/s]\nEpoch 0: |          | 4500/? [29:56<00:00,  2.50it/s]\nEpoch 0: |          | 4501/? [29:57<00:00,  2.50it/s]\nEpoch 0: |          | 4501/? [29:57<00:00,  2.50it/s]\nEpoch 0: |          | 4502/? [29:57<00:00,  2.50it/s]\nEpoch 0: |          | 4502/? [29:57<00:00,  2.50it/s]\nEpoch 0: |          | 4503/? [29:58<00:00,  2.50it/s]\nEpoch 0: |          | 4503/? [29:58<00:00,  2.50it/s]\nEpoch 0: |          | 4504/? [29:58<00:00,  2.50it/s]\nEpoch 0: |          | 4504/? [29:58<00:00,  2.50it/s]\nEpoch 0: |          | 4505/? [29:58<00:00,  2.50it/s]\nEpoch 0: |          | 4505/? [29:58<00:00,  2.50it/s]\nEpoch 0: |          | 4506/? [29:59<00:00,  2.50it/s]\nEpoch 0: |          | 4506/? [29:59<00:00,  2.50it/s]\nEpoch 0: |          | 4507/? [29:59<00:00,  2.50it/s]\nEpoch 0: |          | 4507/? [29:59<00:00,  2.50it/s]\nEpoch 0: |          | 4508/? [29:59<00:00,  2.50it/s]\nEpoch 0: |          | 4508/? [29:59<00:00,  2.50it/s]\nEpoch 0: |          | 4509/? [30:00<00:00,  2.50it/s]\nEpoch 0: |          | 4509/? [30:00<00:00,  2.50it/s]\nEpoch 0: |          | 4510/? [30:00<00:00,  2.50it/s]\nEpoch 0: |          | 4510/? [30:00<00:00,  2.50it/s]\nEpoch 0: |          | 4511/? [30:01<00:00,  2.50it/s]\nEpoch 0: |          | 4511/? [30:01<00:00,  2.50it/s]\nEpoch 0: |          | 4512/? [30:01<00:00,  2.50it/s]\nEpoch 0: |          | 4512/? [30:01<00:00,  2.50it/s]\nEpoch 0: |          | 4513/? [30:01<00:00,  2.50it/s]\nEpoch 0: |          | 4513/? [30:01<00:00,  2.50it/s]\nEpoch 0: |          | 4514/? [30:02<00:00,  2.50it/s]\nEpoch 0: |          | 4514/? [30:02<00:00,  2.50it/s]\nEpoch 0: |          | 4515/? [30:02<00:00,  2.50it/s]\nEpoch 0: |          | 4515/? [30:02<00:00,  2.50it/s]\nEpoch 0: |          | 4516/? [30:02<00:00,  2.50it/s]\nEpoch 0: |          | 4516/? [30:02<00:00,  2.50it/s]\nEpoch 0: |          | 4517/? [30:03<00:00,  2.50it/s]\nEpoch 0: |          | 4517/? [30:03<00:00,  2.50it/s]\nEpoch 0: |          | 4518/? [30:03<00:00,  2.50it/s]\nEpoch 0: |          | 4518/? [30:03<00:00,  2.50it/s]\nEpoch 0: |          | 4519/? [30:04<00:00,  2.50it/s]\nEpoch 0: |          | 4519/? [30:04<00:00,  2.50it/s]\nEpoch 0: |          | 4520/? [30:04<00:00,  2.50it/s]\nEpoch 0: |          | 4520/? [30:04<00:00,  2.50it/s]\nEpoch 0: |          | 4521/? [30:04<00:00,  2.51it/s]\nEpoch 0: |          | 4521/? [30:04<00:00,  2.51it/s]\nEpoch 0: |          | 4522/? [30:05<00:00,  2.51it/s]\nEpoch 0: |          | 4522/? [30:05<00:00,  2.51it/s]\nEpoch 0: |          | 4523/? [30:05<00:00,  2.51it/s]\nEpoch 0: |          | 4523/? [30:05<00:00,  2.51it/s]\nEpoch 0: |          | 4524/? [30:05<00:00,  2.51it/s]\nEpoch 0: |          | 4524/? [30:05<00:00,  2.51it/s]\nEpoch 0: |          | 4525/? [30:06<00:00,  2.51it/s]\nEpoch 0: |          | 4525/? [30:06<00:00,  2.51it/s]\nEpoch 0: |          | 4526/? [30:06<00:00,  2.51it/s]\nEpoch 0: |          | 4526/? [30:06<00:00,  2.51it/s]\nEpoch 0: |          | 4527/? [30:07<00:00,  2.51it/s]\nEpoch 0: |          | 4527/? [30:07<00:00,  2.51it/s]\nEpoch 0: |          | 4528/? [30:07<00:00,  2.51it/s]\nEpoch 0: |          | 4528/? [30:07<00:00,  2.51it/s]\nEpoch 0: |          | 4529/? [30:07<00:00,  2.51it/s]\nEpoch 0: |          | 4529/? [30:07<00:00,  2.51it/s]\nEpoch 0: |          | 4530/? [30:08<00:00,  2.51it/s]\nEpoch 0: |          | 4530/? [30:08<00:00,  2.51it/s]\nEpoch 0: |          | 4531/? [30:08<00:00,  2.51it/s]\nEpoch 0: |          | 4531/? [30:08<00:00,  2.51it/s]\nEpoch 0: |          | 4532/? [30:08<00:00,  2.51it/s]\nEpoch 0: |          | 4532/? [30:08<00:00,  2.51it/s]\nEpoch 0: |          | 4533/? [30:09<00:00,  2.51it/s]\nEpoch 0: |          | 4533/? [30:09<00:00,  2.51it/s]\nEpoch 0: |          | 4534/? [30:09<00:00,  2.51it/s]\nEpoch 0: |          | 4534/? [30:09<00:00,  2.51it/s]\nEpoch 0: |          | 4535/? [30:09<00:00,  2.51it/s]\nEpoch 0: |          | 4535/? [30:09<00:00,  2.51it/s]\nEpoch 0: |          | 4536/? [30:10<00:00,  2.51it/s]\nEpoch 0: |          | 4536/? [30:10<00:00,  2.51it/s]\nEpoch 0: |          | 4537/? [30:10<00:00,  2.51it/s]\nEpoch 0: |          | 4537/? [30:10<00:00,  2.51it/s]\nEpoch 0: |          | 4538/? [30:11<00:00,  2.51it/s]\nEpoch 0: |          | 4538/? [30:11<00:00,  2.51it/s]\nEpoch 0: |          | 4539/? [30:11<00:00,  2.51it/s]\nEpoch 0: |          | 4539/? [30:11<00:00,  2.51it/s]\nEpoch 0: |          | 4540/? [30:11<00:00,  2.51it/s]\nEpoch 0: |          | 4540/? [30:11<00:00,  2.51it/s]\nEpoch 0: |          | 4541/? [30:12<00:00,  2.51it/s]\nEpoch 0: |          | 4541/? [30:12<00:00,  2.51it/s]\nEpoch 0: |          | 4542/? [30:12<00:00,  2.51it/s]\nEpoch 0: |          | 4542/? [30:12<00:00,  2.51it/s]\nEpoch 0: |          | 4543/? [30:12<00:00,  2.51it/s]\nEpoch 0: |          | 4543/? [30:12<00:00,  2.51it/s]\nEpoch 0: |          | 4544/? [30:13<00:00,  2.51it/s]\nEpoch 0: |          | 4544/? [30:13<00:00,  2.51it/s]\nEpoch 0: |          | 4545/? [30:13<00:00,  2.51it/s]\nEpoch 0: |          | 4545/? [30:13<00:00,  2.51it/s]\nEpoch 0: |          | 4546/? [30:14<00:00,  2.51it/s]\nEpoch 0: |          | 4546/? [30:14<00:00,  2.51it/s]\nEpoch 0: |          | 4547/? [30:14<00:00,  2.51it/s]\nEpoch 0: |          | 4547/? [30:14<00:00,  2.51it/s]\nEpoch 0: |          | 4548/? [30:14<00:00,  2.51it/s]\nEpoch 0: |          | 4548/? [30:14<00:00,  2.51it/s]\nEpoch 0: |          | 4549/? [30:15<00:00,  2.51it/s]\nEpoch 0: |          | 4549/? [30:15<00:00,  2.51it/s]\nEpoch 0: |          | 4550/? [30:15<00:00,  2.51it/s]\nEpoch 0: |          | 4550/? [30:15<00:00,  2.51it/s]\nEpoch 0: |          | 4551/? [30:15<00:00,  2.51it/s]\nEpoch 0: |          | 4551/? [30:16<00:00,  2.51it/s]\nEpoch 0: |          | 4552/? [30:16<00:00,  2.51it/s]\nEpoch 0: |          | 4552/? [30:16<00:00,  2.51it/s]\nEpoch 0: |          | 4553/? [30:16<00:00,  2.51it/s]\nEpoch 0: |          | 4553/? [30:16<00:00,  2.51it/s]\nEpoch 0: |          | 4554/? [30:17<00:00,  2.51it/s]\nEpoch 0: |          | 4554/? [30:17<00:00,  2.51it/s]\nEpoch 0: |          | 4555/? [30:17<00:00,  2.51it/s]\nEpoch 0: |          | 4555/? [30:17<00:00,  2.51it/s]\nEpoch 0: |          | 4556/? [30:17<00:00,  2.51it/s]\nEpoch 0: |          | 4556/? [30:17<00:00,  2.51it/s]\nEpoch 0: |          | 4557/? [30:18<00:00,  2.51it/s]\nEpoch 0: |          | 4557/? [30:18<00:00,  2.51it/s]\nEpoch 0: |          | 4558/? [30:18<00:00,  2.51it/s]\nEpoch 0: |          | 4558/? [30:18<00:00,  2.51it/s]\nEpoch 0: |          | 4559/? [30:18<00:00,  2.51it/s]\nEpoch 0: |          | 4559/? [30:18<00:00,  2.51it/s]\nEpoch 0: |          | 4560/? [30:19<00:00,  2.51it/s]\nEpoch 0: |          | 4560/? [30:19<00:00,  2.51it/s]\nEpoch 0: |          | 4561/? [30:19<00:00,  2.51it/s]\nEpoch 0: |          | 4561/? [30:19<00:00,  2.51it/s]\nEpoch 0: |          | 4562/? [30:20<00:00,  2.51it/s]\nEpoch 0: |          | 4562/? [30:20<00:00,  2.51it/s]\nEpoch 0: |          | 4563/? [30:20<00:00,  2.51it/s]\nEpoch 0: |          | 4563/? [30:20<00:00,  2.51it/s]\nEpoch 0: |          | 4564/? [30:20<00:00,  2.51it/s]\nEpoch 0: |          | 4564/? [30:20<00:00,  2.51it/s]\nEpoch 0: |          | 4565/? [30:21<00:00,  2.51it/s]\nEpoch 0: |          | 4565/? [30:21<00:00,  2.51it/s]\nEpoch 0: |          | 4566/? [30:21<00:00,  2.51it/s]\nEpoch 0: |          | 4566/? [30:21<00:00,  2.51it/s]\nEpoch 0: |          | 4567/? [30:22<00:00,  2.51it/s]\nEpoch 0: |          | 4567/? [30:22<00:00,  2.51it/s]\nEpoch 0: |          | 4568/? [30:22<00:00,  2.51it/s]\nEpoch 0: |          | 4568/? [30:22<00:00,  2.51it/s]\nEpoch 0: |          | 4569/? [30:22<00:00,  2.51it/s]\nEpoch 0: |          | 4569/? [30:22<00:00,  2.51it/s]\nEpoch 0: |          | 4570/? [30:23<00:00,  2.51it/s]\nEpoch 0: |          | 4570/? [30:23<00:00,  2.51it/s]\nEpoch 0: |          | 4571/? [30:23<00:00,  2.51it/s]\nEpoch 0: |          | 4571/? [30:23<00:00,  2.51it/s]\nEpoch 0: |          | 4572/? [30:23<00:00,  2.51it/s]\nEpoch 0: |          | 4572/? [30:23<00:00,  2.51it/s]\nEpoch 0: |          | 4573/? [30:24<00:00,  2.51it/s]\nEpoch 0: |          | 4573/? [30:24<00:00,  2.51it/s]\nEpoch 0: |          | 4574/? [30:24<00:00,  2.51it/s]\nEpoch 0: |          | 4574/? [30:24<00:00,  2.51it/s]\nEpoch 0: |          | 4575/? [30:24<00:00,  2.51it/s]\nEpoch 0: |          | 4575/? [30:24<00:00,  2.51it/s]\nEpoch 0: |          | 4576/? [30:25<00:00,  2.51it/s]\nEpoch 0: |          | 4576/? [30:25<00:00,  2.51it/s]\nEpoch 0: |          | 4577/? [30:25<00:00,  2.51it/s]\nEpoch 0: |          | 4577/? [30:25<00:00,  2.51it/s]\nEpoch 0: |          | 4578/? [30:26<00:00,  2.51it/s]\nEpoch 0: |          | 4578/? [30:26<00:00,  2.51it/s]\nEpoch 0: |          | 4579/? [30:26<00:00,  2.51it/s]\nEpoch 0: |          | 4579/? [30:26<00:00,  2.51it/s]\nEpoch 0: |          | 4580/? [30:26<00:00,  2.51it/s]\nEpoch 0: |          | 4580/? [30:26<00:00,  2.51it/s]\nEpoch 0: |          | 4581/? [30:27<00:00,  2.51it/s]\nEpoch 0: |          | 4581/? [30:27<00:00,  2.51it/s]\nEpoch 0: |          | 4582/? [30:27<00:00,  2.51it/s]\nEpoch 0: |          | 4582/? [30:27<00:00,  2.51it/s]\nEpoch 0: |          | 4583/? [30:27<00:00,  2.51it/s]\nEpoch 0: |          | 4583/? [30:27<00:00,  2.51it/s]\nEpoch 0: |          | 4584/? [30:28<00:00,  2.51it/s]\nEpoch 0: |          | 4584/? [30:28<00:00,  2.51it/s]\nEpoch 0: |          | 4585/? [30:28<00:00,  2.51it/s]\nEpoch 0: |          | 4585/? [30:28<00:00,  2.51it/s]\nEpoch 0: |          | 4586/? [30:29<00:00,  2.51it/s]\nEpoch 0: |          | 4586/? [30:29<00:00,  2.51it/s]\nEpoch 0: |          | 4587/? [30:29<00:00,  2.51it/s]\nEpoch 0: |          | 4587/? [30:29<00:00,  2.51it/s]\nEpoch 0: |          | 4588/? [30:29<00:00,  2.51it/s]\nEpoch 0: |          | 4588/? [30:29<00:00,  2.51it/s]\nEpoch 0: |          | 4589/? [30:30<00:00,  2.51it/s]\nEpoch 0: |          | 4589/? [30:30<00:00,  2.51it/s]\nEpoch 0: |          | 4590/? [30:30<00:00,  2.51it/s]\nEpoch 0: |          | 4590/? [30:30<00:00,  2.51it/s]\nEpoch 0: |          | 4591/? [30:30<00:00,  2.51it/s]\nEpoch 0: |          | 4591/? [30:30<00:00,  2.51it/s]\nEpoch 0: |          | 4592/? [30:31<00:00,  2.51it/s]\nEpoch 0: |          | 4592/? [30:31<00:00,  2.51it/s]\nEpoch 0: |          | 4593/? [30:31<00:00,  2.51it/s]\nEpoch 0: |          | 4593/? [30:31<00:00,  2.51it/s]\nEpoch 0: |          | 4594/? [30:32<00:00,  2.51it/s]\nEpoch 0: |          | 4594/? [30:32<00:00,  2.51it/s]\nEpoch 0: |          | 4595/? [30:32<00:00,  2.51it/s]\nEpoch 0: |          | 4595/? [30:32<00:00,  2.51it/s]\nEpoch 0: |          | 4596/? [30:32<00:00,  2.51it/s]\nEpoch 0: |          | 4596/? [30:32<00:00,  2.51it/s]\nEpoch 0: |          | 4597/? [30:33<00:00,  2.51it/s]\nEpoch 0: |          | 4597/? [30:33<00:00,  2.51it/s]\nEpoch 0: |          | 4598/? [30:33<00:00,  2.51it/s]\nEpoch 0: |          | 4598/? [30:33<00:00,  2.51it/s]\nEpoch 0: |          | 4599/? [30:33<00:00,  2.51it/s]\nEpoch 0: |          | 4599/? [30:33<00:00,  2.51it/s]\nEpoch 0: |          | 4600/? [30:34<00:00,  2.51it/s]\nEpoch 0: |          | 4600/? [30:34<00:00,  2.51it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  8.86it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.27it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.09it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.26it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 4600/? [30:34<00:00,  2.51it/s]\nEpoch 0: |          | 4601/? [30:35<00:00,  2.51it/s]\nEpoch 0: |          | 4601/? [30:35<00:00,  2.51it/s]\nEpoch 0: |          | 4602/? [30:35<00:00,  2.51it/s]\nEpoch 0: |          | 4602/? [30:35<00:00,  2.51it/s]\nEpoch 0: |          | 4603/? [30:35<00:00,  2.51it/s]\nEpoch 0: |          | 4603/? [30:35<00:00,  2.51it/s]\nEpoch 0: |          | 4604/? [30:36<00:00,  2.51it/s]\nEpoch 0: |          | 4604/? [30:36<00:00,  2.51it/s]\nEpoch 0: |          | 4605/? [30:36<00:00,  2.51it/s]\nEpoch 0: |          | 4605/? [30:36<00:00,  2.51it/s]\nEpoch 0: |          | 4606/? [30:37<00:00,  2.51it/s]\nEpoch 0: |          | 4606/? [30:37<00:00,  2.51it/s]\nEpoch 0: |          | 4607/? [30:37<00:00,  2.51it/s]\nEpoch 0: |          | 4607/? [30:37<00:00,  2.51it/s]\nEpoch 0: |          | 4608/? [30:37<00:00,  2.51it/s]\nEpoch 0: |          | 4608/? [30:37<00:00,  2.51it/s]\nEpoch 0: |          | 4609/? [30:38<00:00,  2.51it/s]\nEpoch 0: |          | 4609/? [30:38<00:00,  2.51it/s]\nEpoch 0: |          | 4610/? [30:38<00:00,  2.51it/s]\nEpoch 0: |          | 4610/? [30:38<00:00,  2.51it/s]\nEpoch 0: |          | 4611/? [30:38<00:00,  2.51it/s]\nEpoch 0: |          | 4611/? [30:38<00:00,  2.51it/s]\nEpoch 0: |          | 4612/? [30:39<00:00,  2.51it/s]\nEpoch 0: |          | 4612/? [30:39<00:00,  2.51it/s]\nEpoch 0: |          | 4613/? [30:39<00:00,  2.51it/s]\nEpoch 0: |          | 4613/? [30:39<00:00,  2.51it/s]\nEpoch 0: |          | 4614/? [30:40<00:00,  2.51it/s]\nEpoch 0: |          | 4614/? [30:40<00:00,  2.51it/s]\nEpoch 0: |          | 4615/? [30:40<00:00,  2.51it/s]\nEpoch 0: |          | 4615/? [30:40<00:00,  2.51it/s]\nEpoch 0: |          | 4616/? [30:40<00:00,  2.51it/s]\nEpoch 0: |          | 4616/? [30:40<00:00,  2.51it/s]\nEpoch 0: |          | 4617/? [30:41<00:00,  2.51it/s]\nEpoch 0: |          | 4617/? [30:41<00:00,  2.51it/s]\nEpoch 0: |          | 4618/? [30:41<00:00,  2.51it/s]\nEpoch 0: |          | 4618/? [30:41<00:00,  2.51it/s]\nEpoch 0: |          | 4619/? [30:41<00:00,  2.51it/s]\nEpoch 0: |          | 4619/? [30:41<00:00,  2.51it/s]\nEpoch 0: |          | 4620/? [30:42<00:00,  2.51it/s]\nEpoch 0: |          | 4620/? [30:42<00:00,  2.51it/s]\nEpoch 0: |          | 4621/? [30:42<00:00,  2.51it/s]\nEpoch 0: |          | 4621/? [30:42<00:00,  2.51it/s]\nEpoch 0: |          | 4622/? [30:43<00:00,  2.51it/s]\nEpoch 0: |          | 4622/? [30:43<00:00,  2.51it/s]\nEpoch 0: |          | 4623/? [30:43<00:00,  2.51it/s]\nEpoch 0: |          | 4623/? [30:43<00:00,  2.51it/s]\nEpoch 0: |          | 4624/? [30:43<00:00,  2.51it/s]\nEpoch 0: |          | 4624/? [30:43<00:00,  2.51it/s]\nEpoch 0: |          | 4625/? [30:44<00:00,  2.51it/s]\nEpoch 0: |          | 4625/? [30:44<00:00,  2.51it/s]\nEpoch 0: |          | 4626/? [30:44<00:00,  2.51it/s]\nEpoch 0: |          | 4626/? [30:44<00:00,  2.51it/s]\nEpoch 0: |          | 4627/? [30:44<00:00,  2.51it/s]\nEpoch 0: |          | 4627/? [30:44<00:00,  2.51it/s]\nEpoch 0: |          | 4628/? [30:45<00:00,  2.51it/s]\nEpoch 0: |          | 4628/? [30:45<00:00,  2.51it/s]\nEpoch 0: |          | 4629/? [30:45<00:00,  2.51it/s]\nEpoch 0: |          | 4629/? [30:45<00:00,  2.51it/s]\nEpoch 0: |          | 4630/? [30:46<00:00,  2.51it/s]\nEpoch 0: |          | 4630/? [30:46<00:00,  2.51it/s]\nEpoch 0: |          | 4631/? [30:46<00:00,  2.51it/s]\nEpoch 0: |          | 4631/? [30:46<00:00,  2.51it/s]\nEpoch 0: |          | 4632/? [30:46<00:00,  2.51it/s]\nEpoch 0: |          | 4632/? [30:46<00:00,  2.51it/s]\nEpoch 0: |          | 4633/? [30:47<00:00,  2.51it/s]\nEpoch 0: |          | 4633/? [30:47<00:00,  2.51it/s]\nEpoch 0: |          | 4634/? [30:47<00:00,  2.51it/s]\nEpoch 0: |          | 4634/? [30:47<00:00,  2.51it/s]\nEpoch 0: |          | 4635/? [30:47<00:00,  2.51it/s]\nEpoch 0: |          | 4635/? [30:47<00:00,  2.51it/s]\nEpoch 0: |          | 4636/? [30:48<00:00,  2.51it/s]\nEpoch 0: |          | 4636/? [30:48<00:00,  2.51it/s]\nEpoch 0: |          | 4637/? [30:48<00:00,  2.51it/s]\nEpoch 0: |          | 4637/? [30:48<00:00,  2.51it/s]\nEpoch 0: |          | 4638/? [30:49<00:00,  2.51it/s]\nEpoch 0: |          | 4638/? [30:49<00:00,  2.51it/s]\nEpoch 0: |          | 4639/? [30:49<00:00,  2.51it/s]\nEpoch 0: |          | 4639/? [30:49<00:00,  2.51it/s]\nEpoch 0: |          | 4640/? [30:49<00:00,  2.51it/s]\nEpoch 0: |          | 4640/? [30:49<00:00,  2.51it/s]\nEpoch 0: |          | 4641/? [30:50<00:00,  2.51it/s]\nEpoch 0: |          | 4641/? [30:50<00:00,  2.51it/s]\nEpoch 0: |          | 4642/? [30:50<00:00,  2.51it/s]\nEpoch 0: |          | 4642/? [30:50<00:00,  2.51it/s]\nEpoch 0: |          | 4643/? [30:50<00:00,  2.51it/s]\nEpoch 0: |          | 4643/? [30:50<00:00,  2.51it/s]\nEpoch 0: |          | 4644/? [30:51<00:00,  2.51it/s]\nEpoch 0: |          | 4644/? [30:51<00:00,  2.51it/s]\nEpoch 0: |          | 4645/? [30:51<00:00,  2.51it/s]\nEpoch 0: |          | 4645/? [30:51<00:00,  2.51it/s]\nEpoch 0: |          | 4646/? [30:51<00:00,  2.51it/s]\nEpoch 0: |          | 4646/? [30:51<00:00,  2.51it/s]\nEpoch 0: |          | 4647/? [30:52<00:00,  2.51it/s]\nEpoch 0: |          | 4647/? [30:52<00:00,  2.51it/s]\nEpoch 0: |          | 4648/? [30:52<00:00,  2.51it/s]\nEpoch 0: |          | 4648/? [30:52<00:00,  2.51it/s]\nEpoch 0: |          | 4649/? [30:53<00:00,  2.51it/s]\nEpoch 0: |          | 4649/? [30:53<00:00,  2.51it/s]\nEpoch 0: |          | 4650/? [30:53<00:00,  2.51it/s]\nEpoch 0: |          | 4650/? [30:53<00:00,  2.51it/s]\nEpoch 0: |          | 4651/? [30:53<00:00,  2.51it/s]\nEpoch 0: |          | 4651/? [30:53<00:00,  2.51it/s]\nEpoch 0: |          | 4652/? [30:54<00:00,  2.51it/s]\nEpoch 0: |          | 4652/? [30:54<00:00,  2.51it/s]\nEpoch 0: |          | 4653/? [30:54<00:00,  2.51it/s]\nEpoch 0: |          | 4653/? [30:54<00:00,  2.51it/s]\nEpoch 0: |          | 4654/? [30:54<00:00,  2.51it/s]\nEpoch 0: |          | 4654/? [30:54<00:00,  2.51it/s]\nEpoch 0: |          | 4655/? [30:55<00:00,  2.51it/s]\nEpoch 0: |          | 4655/? [30:55<00:00,  2.51it/s]\nEpoch 0: |          | 4656/? [30:55<00:00,  2.51it/s]\nEpoch 0: |          | 4656/? [30:55<00:00,  2.51it/s]\nEpoch 0: |          | 4657/? [30:56<00:00,  2.51it/s]\nEpoch 0: |          | 4657/? [30:56<00:00,  2.51it/s]\nEpoch 0: |          | 4658/? [30:56<00:00,  2.51it/s]\nEpoch 0: |          | 4658/? [30:56<00:00,  2.51it/s]\nEpoch 0: |          | 4659/? [30:56<00:00,  2.51it/s]\nEpoch 0: |          | 4659/? [30:56<00:00,  2.51it/s]\nEpoch 0: |          | 4660/? [30:57<00:00,  2.51it/s]\nEpoch 0: |          | 4660/? [30:57<00:00,  2.51it/s]\nEpoch 0: |          | 4661/? [30:57<00:00,  2.51it/s]\nEpoch 0: |          | 4661/? [30:57<00:00,  2.51it/s]\nEpoch 0: |          | 4662/? [30:58<00:00,  2.51it/s]\nEpoch 0: |          | 4662/? [30:58<00:00,  2.51it/s]\nEpoch 0: |          | 4663/? [30:58<00:00,  2.51it/s]\nEpoch 0: |          | 4663/? [30:58<00:00,  2.51it/s]\nEpoch 0: |          | 4664/? [30:58<00:00,  2.51it/s]\nEpoch 0: |          | 4664/? [30:58<00:00,  2.51it/s]\nEpoch 0: |          | 4665/? [30:59<00:00,  2.51it/s]\nEpoch 0: |          | 4665/? [30:59<00:00,  2.51it/s]\nEpoch 0: |          | 4666/? [30:59<00:00,  2.51it/s]\nEpoch 0: |          | 4666/? [30:59<00:00,  2.51it/s]\nEpoch 0: |          | 4667/? [30:59<00:00,  2.51it/s]\nEpoch 0: |          | 4667/? [30:59<00:00,  2.51it/s]\nEpoch 0: |          | 4668/? [31:00<00:00,  2.51it/s]\nEpoch 0: |          | 4668/? [31:00<00:00,  2.51it/s]\nEpoch 0: |          | 4669/? [31:00<00:00,  2.51it/s]\nEpoch 0: |          | 4669/? [31:00<00:00,  2.51it/s]\nEpoch 0: |          | 4670/? [31:01<00:00,  2.51it/s]\nEpoch 0: |          | 4670/? [31:01<00:00,  2.51it/s]\nEpoch 0: |          | 4671/? [31:01<00:00,  2.51it/s]\nEpoch 0: |          | 4671/? [31:01<00:00,  2.51it/s]\nEpoch 0: |          | 4672/? [31:01<00:00,  2.51it/s]\nEpoch 0: |          | 4672/? [31:01<00:00,  2.51it/s]\nEpoch 0: |          | 4673/? [31:02<00:00,  2.51it/s]\nEpoch 0: |          | 4673/? [31:02<00:00,  2.51it/s]\nEpoch 0: |          | 4674/? [31:02<00:00,  2.51it/s]\nEpoch 0: |          | 4674/? [31:02<00:00,  2.51it/s]\nEpoch 0: |          | 4675/? [31:02<00:00,  2.51it/s]\nEpoch 0: |          | 4675/? [31:02<00:00,  2.51it/s]\nEpoch 0: |          | 4676/? [31:03<00:00,  2.51it/s]\nEpoch 0: |          | 4676/? [31:03<00:00,  2.51it/s]\nEpoch 0: |          | 4677/? [31:03<00:00,  2.51it/s]\nEpoch 0: |          | 4677/? [31:03<00:00,  2.51it/s]\nEpoch 0: |          | 4678/? [31:04<00:00,  2.51it/s]\nEpoch 0: |          | 4678/? [31:04<00:00,  2.51it/s]\nEpoch 0: |          | 4679/? [31:04<00:00,  2.51it/s]\nEpoch 0: |          | 4679/? [31:04<00:00,  2.51it/s]\nEpoch 0: |          | 4680/? [31:04<00:00,  2.51it/s]\nEpoch 0: |          | 4680/? [31:04<00:00,  2.51it/s]\nEpoch 0: |          | 4681/? [31:05<00:00,  2.51it/s]\nEpoch 0: |          | 4681/? [31:05<00:00,  2.51it/s]\nEpoch 0: |          | 4682/? [31:05<00:00,  2.51it/s]\nEpoch 0: |          | 4682/? [31:05<00:00,  2.51it/s]\nEpoch 0: |          | 4683/? [31:05<00:00,  2.51it/s]\nEpoch 0: |          | 4683/? [31:05<00:00,  2.51it/s]\nEpoch 0: |          | 4684/? [31:06<00:00,  2.51it/s]\nEpoch 0: |          | 4684/? [31:06<00:00,  2.51it/s]\nEpoch 0: |          | 4685/? [31:06<00:00,  2.51it/s]\nEpoch 0: |          | 4685/? [31:06<00:00,  2.51it/s]\nEpoch 0: |          | 4686/? [31:07<00:00,  2.51it/s]\nEpoch 0: |          | 4686/? [31:07<00:00,  2.51it/s]\nEpoch 0: |          | 4687/? [31:07<00:00,  2.51it/s]\nEpoch 0: |          | 4687/? [31:07<00:00,  2.51it/s]\nEpoch 0: |          | 4688/? [31:07<00:00,  2.51it/s]\nEpoch 0: |          | 4688/? [31:07<00:00,  2.51it/s]\nEpoch 0: |          | 4689/? [31:08<00:00,  2.51it/s]\nEpoch 0: |          | 4689/? [31:08<00:00,  2.51it/s]\nEpoch 0: |          | 4690/? [31:08<00:00,  2.51it/s]\nEpoch 0: |          | 4690/? [31:08<00:00,  2.51it/s]\nEpoch 0: |          | 4691/? [31:08<00:00,  2.51it/s]\nEpoch 0: |          | 4691/? [31:08<00:00,  2.51it/s]\nEpoch 0: |          | 4692/? [31:09<00:00,  2.51it/s]\nEpoch 0: |          | 4692/? [31:09<00:00,  2.51it/s]\nEpoch 0: |          | 4693/? [31:09<00:00,  2.51it/s]\nEpoch 0: |          | 4693/? [31:09<00:00,  2.51it/s]\nEpoch 0: |          | 4694/? [31:09<00:00,  2.51it/s]\nEpoch 0: |          | 4694/? [31:10<00:00,  2.51it/s]\nEpoch 0: |          | 4695/? [31:10<00:00,  2.51it/s]\nEpoch 0: |          | 4695/? [31:10<00:00,  2.51it/s]\nEpoch 0: |          | 4696/? [31:10<00:00,  2.51it/s]\nEpoch 0: |          | 4696/? [31:10<00:00,  2.51it/s]\nEpoch 0: |          | 4697/? [31:11<00:00,  2.51it/s]\nEpoch 0: |          | 4697/? [31:11<00:00,  2.51it/s]\nEpoch 0: |          | 4698/? [31:11<00:00,  2.51it/s]\nEpoch 0: |          | 4698/? [31:11<00:00,  2.51it/s]\nEpoch 0: |          | 4699/? [31:11<00:00,  2.51it/s]\nEpoch 0: |          | 4699/? [31:11<00:00,  2.51it/s]\nEpoch 0: |          | 4700/? [31:12<00:00,  2.51it/s]\nEpoch 0: |          | 4700/? [31:12<00:00,  2.51it/s]\nEpoch 0: |          | 4701/? [31:12<00:00,  2.51it/s]\nEpoch 0: |          | 4701/? [31:12<00:00,  2.51it/s]\nEpoch 0: |          | 4702/? [31:12<00:00,  2.51it/s]\nEpoch 0: |          | 4702/? [31:12<00:00,  2.51it/s]\nEpoch 0: |          | 4703/? [31:13<00:00,  2.51it/s]\nEpoch 0: |          | 4703/? [31:13<00:00,  2.51it/s]\nEpoch 0: |          | 4704/? [31:13<00:00,  2.51it/s]\nEpoch 0: |          | 4704/? [31:13<00:00,  2.51it/s]\nEpoch 0: |          | 4705/? [31:14<00:00,  2.51it/s]\nEpoch 0: |          | 4705/? [31:14<00:00,  2.51it/s]\nEpoch 0: |          | 4706/? [31:14<00:00,  2.51it/s]\nEpoch 0: |          | 4706/? [31:14<00:00,  2.51it/s]\nEpoch 0: |          | 4707/? [31:14<00:00,  2.51it/s]\nEpoch 0: |          | 4707/? [31:14<00:00,  2.51it/s]\nEpoch 0: |          | 4708/? [31:15<00:00,  2.51it/s]\nEpoch 0: |          | 4708/? [31:15<00:00,  2.51it/s]\nEpoch 0: |          | 4709/? [31:15<00:00,  2.51it/s]\nEpoch 0: |          | 4709/? [31:15<00:00,  2.51it/s]\nEpoch 0: |          | 4710/? [31:15<00:00,  2.51it/s]\nEpoch 0: |          | 4710/? [31:15<00:00,  2.51it/s]\nEpoch 0: |          | 4711/? [31:16<00:00,  2.51it/s]\nEpoch 0: |          | 4711/? [31:16<00:00,  2.51it/s]\nEpoch 0: |          | 4712/? [31:16<00:00,  2.51it/s]\nEpoch 0: |          | 4712/? [31:16<00:00,  2.51it/s]\nEpoch 0: |          | 4713/? [31:17<00:00,  2.51it/s]\nEpoch 0: |          | 4713/? [31:17<00:00,  2.51it/s]\nEpoch 0: |          | 4714/? [31:17<00:00,  2.51it/s]\nEpoch 0: |          | 4714/? [31:17<00:00,  2.51it/s]\nEpoch 0: |          | 4715/? [31:17<00:00,  2.51it/s]\nEpoch 0: |          | 4715/? [31:17<00:00,  2.51it/s]\nEpoch 0: |          | 4716/? [31:18<00:00,  2.51it/s]\nEpoch 0: |          | 4716/? [31:18<00:00,  2.51it/s]\nEpoch 0: |          | 4717/? [31:18<00:00,  2.51it/s]\nEpoch 0: |          | 4717/? [31:18<00:00,  2.51it/s]\nEpoch 0: |          | 4718/? [31:18<00:00,  2.51it/s]\nEpoch 0: |          | 4718/? [31:18<00:00,  2.51it/s]\nEpoch 0: |          | 4719/? [31:19<00:00,  2.51it/s]\nEpoch 0: |          | 4719/? [31:19<00:00,  2.51it/s]\nEpoch 0: |          | 4720/? [31:19<00:00,  2.51it/s]\nEpoch 0: |          | 4720/? [31:19<00:00,  2.51it/s]\nEpoch 0: |          | 4721/? [31:20<00:00,  2.51it/s]\nEpoch 0: |          | 4721/? [31:20<00:00,  2.51it/s]\nEpoch 0: |          | 4722/? [31:20<00:00,  2.51it/s]\nEpoch 0: |          | 4722/? [31:20<00:00,  2.51it/s]\nEpoch 0: |          | 4723/? [31:20<00:00,  2.51it/s]\nEpoch 0: |          | 4723/? [31:20<00:00,  2.51it/s]\nEpoch 0: |          | 4724/? [31:21<00:00,  2.51it/s]\nEpoch 0: |          | 4724/? [31:21<00:00,  2.51it/s]\nEpoch 0: |          | 4725/? [31:21<00:00,  2.51it/s]\nEpoch 0: |          | 4725/? [31:21<00:00,  2.51it/s]\nEpoch 0: |          | 4726/? [31:21<00:00,  2.51it/s]\nEpoch 0: |          | 4726/? [31:21<00:00,  2.51it/s]\nEpoch 0: |          | 4727/? [31:22<00:00,  2.51it/s]\nEpoch 0: |          | 4727/? [31:22<00:00,  2.51it/s]\nEpoch 0: |          | 4728/? [31:22<00:00,  2.51it/s]\nEpoch 0: |          | 4728/? [31:22<00:00,  2.51it/s]\nEpoch 0: |          | 4729/? [31:23<00:00,  2.51it/s]\nEpoch 0: |          | 4729/? [31:23<00:00,  2.51it/s]\nEpoch 0: |          | 4730/? [31:23<00:00,  2.51it/s]\nEpoch 0: |          | 4730/? [31:23<00:00,  2.51it/s]\nEpoch 0: |          | 4731/? [31:23<00:00,  2.51it/s]\nEpoch 0: |          | 4731/? [31:23<00:00,  2.51it/s]\nEpoch 0: |          | 4732/? [31:24<00:00,  2.51it/s]\nEpoch 0: |          | 4732/? [31:24<00:00,  2.51it/s]\nEpoch 0: |          | 4733/? [31:24<00:00,  2.51it/s]\nEpoch 0: |          | 4733/? [31:24<00:00,  2.51it/s]\nEpoch 0: |          | 4734/? [31:24<00:00,  2.51it/s]\nEpoch 0: |          | 4734/? [31:24<00:00,  2.51it/s]\nEpoch 0: |          | 4735/? [31:25<00:00,  2.51it/s]\nEpoch 0: |          | 4735/? [31:25<00:00,  2.51it/s]\nEpoch 0: |          | 4736/? [31:25<00:00,  2.51it/s]\nEpoch 0: |          | 4736/? [31:25<00:00,  2.51it/s]\nEpoch 0: |          | 4737/? [31:26<00:00,  2.51it/s]\nEpoch 0: |          | 4737/? [31:26<00:00,  2.51it/s]\nEpoch 0: |          | 4738/? [31:26<00:00,  2.51it/s]\nEpoch 0: |          | 4738/? [31:26<00:00,  2.51it/s]\nEpoch 0: |          | 4739/? [31:26<00:00,  2.51it/s]\nEpoch 0: |          | 4739/? [31:26<00:00,  2.51it/s]\nEpoch 0: |          | 4740/? [31:27<00:00,  2.51it/s]\nEpoch 0: |          | 4740/? [31:27<00:00,  2.51it/s]\nEpoch 0: |          | 4741/? [31:27<00:00,  2.51it/s]\nEpoch 0: |          | 4741/? [31:27<00:00,  2.51it/s]\nEpoch 0: |          | 4742/? [31:27<00:00,  2.51it/s]\nEpoch 0: |          | 4742/? [31:27<00:00,  2.51it/s]\nEpoch 0: |          | 4743/? [31:28<00:00,  2.51it/s]\nEpoch 0: |          | 4743/? [31:28<00:00,  2.51it/s]\nEpoch 0: |          | 4744/? [31:28<00:00,  2.51it/s]\nEpoch 0: |          | 4744/? [31:28<00:00,  2.51it/s]\nEpoch 0: |          | 4745/? [31:29<00:00,  2.51it/s]\nEpoch 0: |          | 4745/? [31:29<00:00,  2.51it/s]\nEpoch 0: |          | 4746/? [31:29<00:00,  2.51it/s]\nEpoch 0: |          | 4746/? [31:29<00:00,  2.51it/s]\nEpoch 0: |          | 4747/? [31:29<00:00,  2.51it/s]\nEpoch 0: |          | 4747/? [31:29<00:00,  2.51it/s]\nEpoch 0: |          | 4748/? [31:30<00:00,  2.51it/s]\nEpoch 0: |          | 4748/? [31:30<00:00,  2.51it/s]\nEpoch 0: |          | 4749/? [31:30<00:00,  2.51it/s]\nEpoch 0: |          | 4749/? [31:30<00:00,  2.51it/s]\nEpoch 0: |          | 4750/? [31:30<00:00,  2.51it/s]\nEpoch 0: |          | 4750/? [31:30<00:00,  2.51it/s]\nEpoch 0: |          | 4751/? [31:31<00:00,  2.51it/s]\nEpoch 0: |          | 4751/? [31:31<00:00,  2.51it/s]\nEpoch 0: |          | 4752/? [31:31<00:00,  2.51it/s]\nEpoch 0: |          | 4752/? [31:31<00:00,  2.51it/s]\nEpoch 0: |          | 4753/? [31:32<00:00,  2.51it/s]\nEpoch 0: |          | 4753/? [31:32<00:00,  2.51it/s]\nEpoch 0: |          | 4754/? [31:32<00:00,  2.51it/s]\nEpoch 0: |          | 4754/? [31:32<00:00,  2.51it/s]\nEpoch 0: |          | 4755/? [31:32<00:00,  2.51it/s]\nEpoch 0: |          | 4755/? [31:32<00:00,  2.51it/s]\nEpoch 0: |          | 4756/? [31:33<00:00,  2.51it/s]\nEpoch 0: |          | 4756/? [31:33<00:00,  2.51it/s]\nEpoch 0: |          | 4757/? [31:33<00:00,  2.51it/s]\nEpoch 0: |          | 4757/? [31:33<00:00,  2.51it/s]\nEpoch 0: |          | 4758/? [31:33<00:00,  2.51it/s]\nEpoch 0: |          | 4758/? [31:33<00:00,  2.51it/s]\nEpoch 0: |          | 4759/? [31:34<00:00,  2.51it/s]\nEpoch 0: |          | 4759/? [31:34<00:00,  2.51it/s]\nEpoch 0: |          | 4760/? [31:34<00:00,  2.51it/s]\nEpoch 0: |          | 4760/? [31:34<00:00,  2.51it/s]\nEpoch 0: |          | 4761/? [31:35<00:00,  2.51it/s]\nEpoch 0: |          | 4761/? [31:35<00:00,  2.51it/s]\nEpoch 0: |          | 4762/? [31:35<00:00,  2.51it/s]\nEpoch 0: |          | 4762/? [31:35<00:00,  2.51it/s]\nEpoch 0: |          | 4763/? [31:35<00:00,  2.51it/s]\nEpoch 0: |          | 4763/? [31:35<00:00,  2.51it/s]\nEpoch 0: |          | 4764/? [31:36<00:00,  2.51it/s]\nEpoch 0: |          | 4764/? [31:36<00:00,  2.51it/s]\nEpoch 0: |          | 4765/? [31:36<00:00,  2.51it/s]\nEpoch 0: |          | 4765/? [31:36<00:00,  2.51it/s]\nEpoch 0: |          | 4766/? [31:36<00:00,  2.51it/s]\nEpoch 0: |          | 4766/? [31:36<00:00,  2.51it/s]\nEpoch 0: |          | 4767/? [31:37<00:00,  2.51it/s]\nEpoch 0: |          | 4767/? [31:37<00:00,  2.51it/s]\nEpoch 0: |          | 4768/? [31:37<00:00,  2.51it/s]\nEpoch 0: |          | 4768/? [31:37<00:00,  2.51it/s]\nEpoch 0: |          | 4769/? [31:38<00:00,  2.51it/s]\nEpoch 0: |          | 4769/? [31:38<00:00,  2.51it/s]\nEpoch 0: |          | 4770/? [31:38<00:00,  2.51it/s]\nEpoch 0: |          | 4770/? [31:38<00:00,  2.51it/s]\nEpoch 0: |          | 4771/? [31:38<00:00,  2.51it/s]\nEpoch 0: |          | 4771/? [31:38<00:00,  2.51it/s]\nEpoch 0: |          | 4772/? [31:39<00:00,  2.51it/s]\nEpoch 0: |          | 4772/? [31:39<00:00,  2.51it/s]\nEpoch 0: |          | 4773/? [31:39<00:00,  2.51it/s]\nEpoch 0: |          | 4773/? [31:39<00:00,  2.51it/s]\nEpoch 0: |          | 4774/? [31:39<00:00,  2.51it/s]\nEpoch 0: |          | 4774/? [31:39<00:00,  2.51it/s]\nEpoch 0: |          | 4775/? [31:40<00:00,  2.51it/s]\nEpoch 0: |          | 4775/? [31:40<00:00,  2.51it/s]\nEpoch 0: |          | 4776/? [31:40<00:00,  2.51it/s]\nEpoch 0: |          | 4776/? [31:40<00:00,  2.51it/s]\nEpoch 0: |          | 4777/? [31:41<00:00,  2.51it/s]\nEpoch 0: |          | 4777/? [31:41<00:00,  2.51it/s]\nEpoch 0: |          | 4778/? [31:41<00:00,  2.51it/s]\nEpoch 0: |          | 4778/? [31:41<00:00,  2.51it/s]\nEpoch 0: |          | 4779/? [31:41<00:00,  2.51it/s]\nEpoch 0: |          | 4779/? [31:41<00:00,  2.51it/s]\nEpoch 0: |          | 4780/? [31:42<00:00,  2.51it/s]\nEpoch 0: |          | 4780/? [31:42<00:00,  2.51it/s]\nEpoch 0: |          | 4781/? [31:42<00:00,  2.51it/s]\nEpoch 0: |          | 4781/? [31:42<00:00,  2.51it/s]\nEpoch 0: |          | 4782/? [31:42<00:00,  2.51it/s]\nEpoch 0: |          | 4782/? [31:42<00:00,  2.51it/s]\nEpoch 0: |          | 4783/? [31:43<00:00,  2.51it/s]\nEpoch 0: |          | 4783/? [31:43<00:00,  2.51it/s]\nEpoch 0: |          | 4784/? [31:43<00:00,  2.51it/s]\nEpoch 0: |          | 4784/? [31:43<00:00,  2.51it/s]\nEpoch 0: |          | 4785/? [31:44<00:00,  2.51it/s]\nEpoch 0: |          | 4785/? [31:44<00:00,  2.51it/s]\nEpoch 0: |          | 4786/? [31:44<00:00,  2.51it/s]\nEpoch 0: |          | 4786/? [31:44<00:00,  2.51it/s]\nEpoch 0: |          | 4787/? [31:44<00:00,  2.51it/s]\nEpoch 0: |          | 4787/? [31:44<00:00,  2.51it/s]\nEpoch 0: |          | 4788/? [31:45<00:00,  2.51it/s]\nEpoch 0: |          | 4788/? [31:45<00:00,  2.51it/s]\nEpoch 0: |          | 4789/? [31:45<00:00,  2.51it/s]\nEpoch 0: |          | 4789/? [31:45<00:00,  2.51it/s]\nEpoch 0: |          | 4790/? [31:45<00:00,  2.51it/s]\nEpoch 0: |          | 4790/? [31:45<00:00,  2.51it/s]\nEpoch 0: |          | 4791/? [31:46<00:00,  2.51it/s]\nEpoch 0: |          | 4791/? [31:46<00:00,  2.51it/s]\nEpoch 0: |          | 4792/? [31:46<00:00,  2.51it/s]\nEpoch 0: |          | 4792/? [31:46<00:00,  2.51it/s]\nEpoch 0: |          | 4793/? [31:47<00:00,  2.51it/s]\nEpoch 0: |          | 4793/? [31:47<00:00,  2.51it/s]\nEpoch 0: |          | 4794/? [31:47<00:00,  2.51it/s]\nEpoch 0: |          | 4794/? [31:47<00:00,  2.51it/s]\nEpoch 0: |          | 4795/? [31:47<00:00,  2.51it/s]\nEpoch 0: |          | 4795/? [31:47<00:00,  2.51it/s]\nEpoch 0: |          | 4796/? [31:48<00:00,  2.51it/s]\nEpoch 0: |          | 4796/? [31:48<00:00,  2.51it/s]\nEpoch 0: |          | 4797/? [31:48<00:00,  2.51it/s]\nEpoch 0: |          | 4797/? [31:48<00:00,  2.51it/s]\nEpoch 0: |          | 4798/? [31:48<00:00,  2.51it/s]\nEpoch 0: |          | 4798/? [31:48<00:00,  2.51it/s]\nEpoch 0: |          | 4799/? [31:49<00:00,  2.51it/s]\nEpoch 0: |          | 4799/? [31:49<00:00,  2.51it/s]\nEpoch 0: |          | 4800/? [31:49<00:00,  2.51it/s]\nEpoch 0: |          | 4800/? [31:49<00:00,  2.51it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  8.57it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.98it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.95it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.15it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 4800/? [31:50<00:00,  2.51it/s]\nEpoch 0: |          | 4801/? [31:50<00:00,  2.51it/s]\nEpoch 0: |          | 4801/? [31:50<00:00,  2.51it/s]\nEpoch 0: |          | 4802/? [31:50<00:00,  2.51it/s]\nEpoch 0: |          | 4802/? [31:50<00:00,  2.51it/s]\nEpoch 0: |          | 4803/? [31:51<00:00,  2.51it/s]\nEpoch 0: |          | 4803/? [31:51<00:00,  2.51it/s]\nEpoch 0: |          | 4804/? [31:51<00:00,  2.51it/s]\nEpoch 0: |          | 4804/? [31:51<00:00,  2.51it/s]\nEpoch 0: |          | 4805/? [31:51<00:00,  2.51it/s]\nEpoch 0: |          | 4805/? [31:51<00:00,  2.51it/s]\nEpoch 0: |          | 4806/? [31:52<00:00,  2.51it/s]\nEpoch 0: |          | 4806/? [31:52<00:00,  2.51it/s]\nEpoch 0: |          | 4807/? [31:52<00:00,  2.51it/s]\nEpoch 0: |          | 4807/? [31:52<00:00,  2.51it/s]\nEpoch 0: |          | 4808/? [31:53<00:00,  2.51it/s]\nEpoch 0: |          | 4808/? [31:53<00:00,  2.51it/s]\nEpoch 0: |          | 4809/? [31:53<00:00,  2.51it/s]\nEpoch 0: |          | 4809/? [31:53<00:00,  2.51it/s]\nEpoch 0: |          | 4810/? [31:53<00:00,  2.51it/s]\nEpoch 0: |          | 4810/? [31:53<00:00,  2.51it/s]\nEpoch 0: |          | 4811/? [31:54<00:00,  2.51it/s]\nEpoch 0: |          | 4811/? [31:54<00:00,  2.51it/s]\nEpoch 0: |          | 4812/? [31:54<00:00,  2.51it/s]\nEpoch 0: |          | 4812/? [31:54<00:00,  2.51it/s]\nEpoch 0: |          | 4813/? [31:54<00:00,  2.51it/s]\nEpoch 0: |          | 4813/? [31:54<00:00,  2.51it/s]\nEpoch 0: |          | 4814/? [31:55<00:00,  2.51it/s]\nEpoch 0: |          | 4814/? [31:55<00:00,  2.51it/s]\nEpoch 0: |          | 4815/? [31:55<00:00,  2.51it/s]\nEpoch 0: |          | 4815/? [31:55<00:00,  2.51it/s]\nEpoch 0: |          | 4816/? [31:56<00:00,  2.51it/s]\nEpoch 0: |          | 4816/? [31:56<00:00,  2.51it/s]\nEpoch 0: |          | 4817/? [31:56<00:00,  2.51it/s]\nEpoch 0: |          | 4817/? [31:56<00:00,  2.51it/s]\nEpoch 0: |          | 4818/? [31:56<00:00,  2.51it/s]\nEpoch 0: |          | 4818/? [31:56<00:00,  2.51it/s]\nEpoch 0: |          | 4819/? [31:57<00:00,  2.51it/s]\nEpoch 0: |          | 4819/? [31:57<00:00,  2.51it/s]\nEpoch 0: |          | 4820/? [31:57<00:00,  2.51it/s]\nEpoch 0: |          | 4820/? [31:57<00:00,  2.51it/s]\nEpoch 0: |          | 4821/? [31:57<00:00,  2.51it/s]\nEpoch 0: |          | 4821/? [31:57<00:00,  2.51it/s]\nEpoch 0: |          | 4822/? [31:58<00:00,  2.51it/s]\nEpoch 0: |          | 4822/? [31:58<00:00,  2.51it/s]\nEpoch 0: |          | 4823/? [31:58<00:00,  2.51it/s]\nEpoch 0: |          | 4823/? [31:58<00:00,  2.51it/s]\nEpoch 0: |          | 4824/? [31:59<00:00,  2.51it/s]\nEpoch 0: |          | 4824/? [31:59<00:00,  2.51it/s]\nEpoch 0: |          | 4825/? [31:59<00:00,  2.51it/s]\nEpoch 0: |          | 4825/? [31:59<00:00,  2.51it/s]\nEpoch 0: |          | 4826/? [31:59<00:00,  2.51it/s]\nEpoch 0: |          | 4826/? [31:59<00:00,  2.51it/s]\nEpoch 0: |          | 4827/? [32:00<00:00,  2.51it/s]\nEpoch 0: |          | 4827/? [32:00<00:00,  2.51it/s]\nEpoch 0: |          | 4828/? [32:00<00:00,  2.51it/s]\nEpoch 0: |          | 4828/? [32:00<00:00,  2.51it/s]\nEpoch 0: |          | 4829/? [32:00<00:00,  2.51it/s]\nEpoch 0: |          | 4829/? [32:00<00:00,  2.51it/s]\nEpoch 0: |          | 4830/? [32:01<00:00,  2.51it/s]\nEpoch 0: |          | 4830/? [32:01<00:00,  2.51it/s]\nEpoch 0: |          | 4831/? [32:01<00:00,  2.51it/s]\nEpoch 0: |          | 4831/? [32:01<00:00,  2.51it/s]\nEpoch 0: |          | 4832/? [32:02<00:00,  2.51it/s]\nEpoch 0: |          | 4832/? [32:02<00:00,  2.51it/s]\nEpoch 0: |          | 4833/? [32:02<00:00,  2.51it/s]\nEpoch 0: |          | 4833/? [32:02<00:00,  2.51it/s]\nEpoch 0: |          | 4834/? [32:02<00:00,  2.51it/s]\nEpoch 0: |          | 4834/? [32:02<00:00,  2.51it/s]\nEpoch 0: |          | 4835/? [32:03<00:00,  2.51it/s]\nEpoch 0: |          | 4835/? [32:03<00:00,  2.51it/s]\nEpoch 0: |          | 4836/? [32:03<00:00,  2.51it/s]\nEpoch 0: |          | 4836/? [32:03<00:00,  2.51it/s]\nEpoch 0: |          | 4837/? [32:03<00:00,  2.51it/s]\nEpoch 0: |          | 4837/? [32:03<00:00,  2.51it/s]\nEpoch 0: |          | 4838/? [32:04<00:00,  2.51it/s]\nEpoch 0: |          | 4838/? [32:04<00:00,  2.51it/s]\nEpoch 0: |          | 4839/? [32:04<00:00,  2.51it/s]\nEpoch 0: |          | 4839/? [32:04<00:00,  2.51it/s]\nEpoch 0: |          | 4840/? [32:05<00:00,  2.51it/s]\nEpoch 0: |          | 4840/? [32:05<00:00,  2.51it/s]\nEpoch 0: |          | 4841/? [32:05<00:00,  2.51it/s]\nEpoch 0: |          | 4841/? [32:05<00:00,  2.51it/s]\nEpoch 0: |          | 4842/? [32:05<00:00,  2.51it/s]\nEpoch 0: |          | 4842/? [32:05<00:00,  2.51it/s]\nEpoch 0: |          | 4843/? [32:06<00:00,  2.51it/s]\nEpoch 0: |          | 4843/? [32:06<00:00,  2.51it/s]\nEpoch 0: |          | 4844/? [32:06<00:00,  2.51it/s]\nEpoch 0: |          | 4844/? [32:06<00:00,  2.51it/s]\nEpoch 0: |          | 4845/? [32:06<00:00,  2.51it/s]\nEpoch 0: |          | 4845/? [32:06<00:00,  2.51it/s]\nEpoch 0: |          | 4846/? [32:07<00:00,  2.51it/s]\nEpoch 0: |          | 4846/? [32:07<00:00,  2.51it/s]\nEpoch 0: |          | 4847/? [32:07<00:00,  2.51it/s]\nEpoch 0: |          | 4847/? [32:07<00:00,  2.51it/s]\nEpoch 0: |          | 4848/? [32:08<00:00,  2.51it/s]\nEpoch 0: |          | 4848/? [32:08<00:00,  2.51it/s]\nEpoch 0: |          | 4849/? [32:08<00:00,  2.51it/s]\nEpoch 0: |          | 4849/? [32:08<00:00,  2.51it/s]\nEpoch 0: |          | 4850/? [32:08<00:00,  2.51it/s]\nEpoch 0: |          | 4850/? [32:08<00:00,  2.51it/s]\nEpoch 0: |          | 4851/? [32:09<00:00,  2.51it/s]\nEpoch 0: |          | 4851/? [32:09<00:00,  2.51it/s]\nEpoch 0: |          | 4852/? [32:09<00:00,  2.51it/s]\nEpoch 0: |          | 4852/? [32:09<00:00,  2.51it/s]\nEpoch 0: |          | 4853/? [32:09<00:00,  2.51it/s]\nEpoch 0: |          | 4853/? [32:09<00:00,  2.51it/s]\nEpoch 0: |          | 4854/? [32:10<00:00,  2.51it/s]\nEpoch 0: |          | 4854/? [32:10<00:00,  2.51it/s]\nEpoch 0: |          | 4855/? [32:10<00:00,  2.51it/s]\nEpoch 0: |          | 4855/? [32:10<00:00,  2.51it/s]\nEpoch 0: |          | 4856/? [32:11<00:00,  2.51it/s]\nEpoch 0: |          | 4856/? [32:11<00:00,  2.51it/s]\nEpoch 0: |          | 4857/? [32:11<00:00,  2.51it/s]\nEpoch 0: |          | 4857/? [32:11<00:00,  2.51it/s]\nEpoch 0: |          | 4858/? [32:11<00:00,  2.51it/s]\nEpoch 0: |          | 4858/? [32:11<00:00,  2.51it/s]\nEpoch 0: |          | 4859/? [32:12<00:00,  2.51it/s]\nEpoch 0: |          | 4859/? [32:12<00:00,  2.51it/s]\nEpoch 0: |          | 4860/? [32:12<00:00,  2.51it/s]\nEpoch 0: |          | 4860/? [32:12<00:00,  2.51it/s]\nEpoch 0: |          | 4861/? [32:12<00:00,  2.51it/s]\nEpoch 0: |          | 4861/? [32:12<00:00,  2.51it/s]\nEpoch 0: |          | 4862/? [32:13<00:00,  2.51it/s]\nEpoch 0: |          | 4862/? [32:13<00:00,  2.51it/s]\nEpoch 0: |          | 4863/? [32:13<00:00,  2.51it/s]\nEpoch 0: |          | 4863/? [32:13<00:00,  2.51it/s]\nEpoch 0: |          | 4864/? [32:14<00:00,  2.51it/s]\nEpoch 0: |          | 4864/? [32:14<00:00,  2.51it/s]\nEpoch 0: |          | 4865/? [32:14<00:00,  2.51it/s]\nEpoch 0: |          | 4865/? [32:14<00:00,  2.51it/s]\nEpoch 0: |          | 4866/? [32:14<00:00,  2.51it/s]\nEpoch 0: |          | 4866/? [32:14<00:00,  2.51it/s]\nEpoch 0: |          | 4867/? [32:15<00:00,  2.51it/s]\nEpoch 0: |          | 4867/? [32:15<00:00,  2.51it/s]\nEpoch 0: |          | 4868/? [32:15<00:00,  2.51it/s]\nEpoch 0: |          | 4868/? [32:15<00:00,  2.51it/s]\nEpoch 0: |          | 4869/? [32:15<00:00,  2.51it/s]\nEpoch 0: |          | 4869/? [32:15<00:00,  2.51it/s]\nEpoch 0: |          | 4870/? [32:16<00:00,  2.52it/s]\nEpoch 0: |          | 4870/? [32:16<00:00,  2.52it/s]\nEpoch 0: |          | 4871/? [32:16<00:00,  2.52it/s]\nEpoch 0: |          | 4871/? [32:16<00:00,  2.52it/s]\nEpoch 0: |          | 4872/? [32:17<00:00,  2.52it/s]\nEpoch 0: |          | 4872/? [32:17<00:00,  2.52it/s]\nEpoch 0: |          | 4873/? [32:17<00:00,  2.52it/s]\nEpoch 0: |          | 4873/? [32:17<00:00,  2.52it/s]\nEpoch 0: |          | 4874/? [32:17<00:00,  2.52it/s]\nEpoch 0: |          | 4874/? [32:17<00:00,  2.52it/s]\nEpoch 0: |          | 4875/? [32:18<00:00,  2.52it/s]\nEpoch 0: |          | 4875/? [32:18<00:00,  2.52it/s]\nEpoch 0: |          | 4876/? [32:18<00:00,  2.52it/s]\nEpoch 0: |          | 4876/? [32:18<00:00,  2.52it/s]\nEpoch 0: |          | 4877/? [32:18<00:00,  2.52it/s]\nEpoch 0: |          | 4877/? [32:18<00:00,  2.52it/s]\nEpoch 0: |          | 4878/? [32:19<00:00,  2.52it/s]\nEpoch 0: |          | 4878/? [32:19<00:00,  2.52it/s]\nEpoch 0: |          | 4879/? [32:19<00:00,  2.52it/s]\nEpoch 0: |          | 4879/? [32:19<00:00,  2.52it/s]\nEpoch 0: |          | 4880/? [32:20<00:00,  2.52it/s]\nEpoch 0: |          | 4880/? [32:20<00:00,  2.52it/s]\nEpoch 0: |          | 4881/? [32:20<00:00,  2.52it/s]\nEpoch 0: |          | 4881/? [32:20<00:00,  2.52it/s]\nEpoch 0: |          | 4882/? [32:20<00:00,  2.52it/s]\nEpoch 0: |          | 4882/? [32:20<00:00,  2.52it/s]\nEpoch 0: |          | 4883/? [32:21<00:00,  2.52it/s]\nEpoch 0: |          | 4883/? [32:21<00:00,  2.52it/s]\nEpoch 0: |          | 4884/? [32:21<00:00,  2.52it/s]\nEpoch 0: |          | 4884/? [32:21<00:00,  2.52it/s]\nEpoch 0: |          | 4885/? [32:21<00:00,  2.52it/s]\nEpoch 0: |          | 4885/? [32:21<00:00,  2.52it/s]\nEpoch 0: |          | 4886/? [32:22<00:00,  2.52it/s]\nEpoch 0: |          | 4886/? [32:22<00:00,  2.52it/s]\nEpoch 0: |          | 4887/? [32:22<00:00,  2.52it/s]\nEpoch 0: |          | 4887/? [32:22<00:00,  2.52it/s]\nEpoch 0: |          | 4888/? [32:23<00:00,  2.52it/s]\nEpoch 0: |          | 4888/? [32:23<00:00,  2.52it/s]\nEpoch 0: |          | 4889/? [32:23<00:00,  2.52it/s]\nEpoch 0: |          | 4889/? [32:23<00:00,  2.52it/s]\nEpoch 0: |          | 4890/? [32:23<00:00,  2.52it/s]\nEpoch 0: |          | 4890/? [32:23<00:00,  2.52it/s]\nEpoch 0: |          | 4891/? [32:24<00:00,  2.52it/s]\nEpoch 0: |          | 4891/? [32:24<00:00,  2.52it/s]\nEpoch 0: |          | 4892/? [32:24<00:00,  2.52it/s]\nEpoch 0: |          | 4892/? [32:24<00:00,  2.52it/s]\nEpoch 0: |          | 4893/? [32:24<00:00,  2.52it/s]\nEpoch 0: |          | 4893/? [32:24<00:00,  2.52it/s]\nEpoch 0: |          | 4894/? [32:25<00:00,  2.52it/s]\nEpoch 0: |          | 4894/? [32:25<00:00,  2.52it/s]\nEpoch 0: |          | 4895/? [32:25<00:00,  2.52it/s]\nEpoch 0: |          | 4895/? [32:25<00:00,  2.52it/s]\nEpoch 0: |          | 4896/? [32:26<00:00,  2.52it/s]\nEpoch 0: |          | 4896/? [32:26<00:00,  2.52it/s]\nEpoch 0: |          | 4897/? [32:26<00:00,  2.52it/s]\nEpoch 0: |          | 4897/? [32:26<00:00,  2.52it/s]\nEpoch 0: |          | 4898/? [32:26<00:00,  2.52it/s]\nEpoch 0: |          | 4898/? [32:26<00:00,  2.52it/s]\nEpoch 0: |          | 4899/? [32:27<00:00,  2.52it/s]\nEpoch 0: |          | 4899/? [32:27<00:00,  2.52it/s]\nEpoch 0: |          | 4900/? [32:27<00:00,  2.52it/s]\nEpoch 0: |          | 4900/? [32:27<00:00,  2.52it/s]\nEpoch 0: |          | 4901/? [32:27<00:00,  2.52it/s]\nEpoch 0: |          | 4901/? [32:27<00:00,  2.52it/s]\nEpoch 0: |          | 4902/? [32:28<00:00,  2.52it/s]\nEpoch 0: |          | 4902/? [32:28<00:00,  2.52it/s]\nEpoch 0: |          | 4903/? [32:28<00:00,  2.52it/s]\nEpoch 0: |          | 4903/? [32:28<00:00,  2.52it/s]\nEpoch 0: |          | 4904/? [32:29<00:00,  2.52it/s]\nEpoch 0: |          | 4904/? [32:29<00:00,  2.52it/s]\nEpoch 0: |          | 4905/? [32:29<00:00,  2.52it/s]\nEpoch 0: |          | 4905/? [32:29<00:00,  2.52it/s]\nEpoch 0: |          | 4906/? [32:29<00:00,  2.52it/s]\nEpoch 0: |          | 4906/? [32:29<00:00,  2.52it/s]\nEpoch 0: |          | 4907/? [32:30<00:00,  2.52it/s]\nEpoch 0: |          | 4907/? [32:30<00:00,  2.52it/s]\nEpoch 0: |          | 4908/? [32:30<00:00,  2.52it/s]\nEpoch 0: |          | 4908/? [32:30<00:00,  2.52it/s]\nEpoch 0: |          | 4909/? [32:30<00:00,  2.52it/s]\nEpoch 0: |          | 4909/? [32:30<00:00,  2.52it/s]\nEpoch 0: |          | 4910/? [32:31<00:00,  2.52it/s]\nEpoch 0: |          | 4910/? [32:31<00:00,  2.52it/s]\nEpoch 0: |          | 4911/? [32:31<00:00,  2.52it/s]\nEpoch 0: |          | 4911/? [32:31<00:00,  2.52it/s]\nEpoch 0: |          | 4912/? [32:32<00:00,  2.52it/s]\nEpoch 0: |          | 4912/? [32:32<00:00,  2.52it/s]\nEpoch 0: |          | 4913/? [32:32<00:00,  2.52it/s]\nEpoch 0: |          | 4913/? [32:32<00:00,  2.52it/s]\nEpoch 0: |          | 4914/? [32:32<00:00,  2.52it/s]\nEpoch 0: |          | 4914/? [32:32<00:00,  2.52it/s]\nEpoch 0: |          | 4915/? [32:33<00:00,  2.52it/s]\nEpoch 0: |          | 4915/? [32:33<00:00,  2.52it/s]\nEpoch 0: |          | 4916/? [32:33<00:00,  2.52it/s]\nEpoch 0: |          | 4916/? [32:33<00:00,  2.52it/s]\nEpoch 0: |          | 4917/? [32:34<00:00,  2.52it/s]\nEpoch 0: |          | 4917/? [32:34<00:00,  2.52it/s]\nEpoch 0: |          | 4918/? [32:34<00:00,  2.52it/s]\nEpoch 0: |          | 4918/? [32:34<00:00,  2.52it/s]\nEpoch 0: |          | 4919/? [32:34<00:00,  2.52it/s]\nEpoch 0: |          | 4919/? [32:34<00:00,  2.52it/s]\nEpoch 0: |          | 4920/? [32:35<00:00,  2.52it/s]\nEpoch 0: |          | 4920/? [32:35<00:00,  2.52it/s]\nEpoch 0: |          | 4921/? [32:35<00:00,  2.52it/s]\nEpoch 0: |          | 4921/? [32:35<00:00,  2.52it/s]\nEpoch 0: |          | 4922/? [32:35<00:00,  2.52it/s]\nEpoch 0: |          | 4922/? [32:35<00:00,  2.52it/s]\nEpoch 0: |          | 4923/? [32:36<00:00,  2.52it/s]\nEpoch 0: |          | 4923/? [32:36<00:00,  2.52it/s]\nEpoch 0: |          | 4924/? [32:36<00:00,  2.52it/s]\nEpoch 0: |          | 4924/? [32:36<00:00,  2.52it/s]\nEpoch 0: |          | 4925/? [32:37<00:00,  2.52it/s]\nEpoch 0: |          | 4925/? [32:37<00:00,  2.52it/s]\nEpoch 0: |          | 4926/? [32:37<00:00,  2.52it/s]\nEpoch 0: |          | 4926/? [32:37<00:00,  2.52it/s]\nEpoch 0: |          | 4927/? [32:37<00:00,  2.52it/s]\nEpoch 0: |          | 4927/? [32:37<00:00,  2.52it/s]\nEpoch 0: |          | 4928/? [32:38<00:00,  2.52it/s]\nEpoch 0: |          | 4928/? [32:38<00:00,  2.52it/s]\nEpoch 0: |          | 4929/? [32:38<00:00,  2.52it/s]\nEpoch 0: |          | 4929/? [32:38<00:00,  2.52it/s]\nEpoch 0: |          | 4930/? [32:38<00:00,  2.52it/s]\nEpoch 0: |          | 4930/? [32:38<00:00,  2.52it/s]\nEpoch 0: |          | 4931/? [32:39<00:00,  2.52it/s]\nEpoch 0: |          | 4931/? [32:39<00:00,  2.52it/s]\nEpoch 0: |          | 4932/? [32:39<00:00,  2.52it/s]\nEpoch 0: |          | 4932/? [32:39<00:00,  2.52it/s]\nEpoch 0: |          | 4933/? [32:40<00:00,  2.52it/s]\nEpoch 0: |          | 4933/? [32:40<00:00,  2.52it/s]\nEpoch 0: |          | 4934/? [32:40<00:00,  2.52it/s]\nEpoch 0: |          | 4934/? [32:40<00:00,  2.52it/s]\nEpoch 0: |          | 4935/? [32:40<00:00,  2.52it/s]\nEpoch 0: |          | 4935/? [32:40<00:00,  2.52it/s]\nEpoch 0: |          | 4936/? [32:41<00:00,  2.52it/s]\nEpoch 0: |          | 4936/? [32:41<00:00,  2.52it/s]\nEpoch 0: |          | 4937/? [32:41<00:00,  2.52it/s]\nEpoch 0: |          | 4937/? [32:41<00:00,  2.52it/s]\nEpoch 0: |          | 4938/? [32:41<00:00,  2.52it/s]\nEpoch 0: |          | 4938/? [32:41<00:00,  2.52it/s]\nEpoch 0: |          | 4939/? [32:42<00:00,  2.52it/s]\nEpoch 0: |          | 4939/? [32:42<00:00,  2.52it/s]\nEpoch 0: |          | 4940/? [32:42<00:00,  2.52it/s]\nEpoch 0: |          | 4940/? [32:42<00:00,  2.52it/s]\nEpoch 0: |          | 4941/? [32:42<00:00,  2.52it/s]\nEpoch 0: |          | 4941/? [32:42<00:00,  2.52it/s]\nEpoch 0: |          | 4942/? [32:43<00:00,  2.52it/s]\nEpoch 0: |          | 4942/? [32:43<00:00,  2.52it/s]\nEpoch 0: |          | 4943/? [32:43<00:00,  2.52it/s]\nEpoch 0: |          | 4943/? [32:43<00:00,  2.52it/s]\nEpoch 0: |          | 4944/? [32:44<00:00,  2.52it/s]\nEpoch 0: |          | 4944/? [32:44<00:00,  2.52it/s]\nEpoch 0: |          | 4945/? [32:44<00:00,  2.52it/s]\nEpoch 0: |          | 4945/? [32:44<00:00,  2.52it/s]\nEpoch 0: |          | 4946/? [32:44<00:00,  2.52it/s]\nEpoch 0: |          | 4946/? [32:44<00:00,  2.52it/s]\nEpoch 0: |          | 4947/? [32:45<00:00,  2.52it/s]\nEpoch 0: |          | 4947/? [32:45<00:00,  2.52it/s]\nEpoch 0: |          | 4948/? [32:45<00:00,  2.52it/s]\nEpoch 0: |          | 4948/? [32:45<00:00,  2.52it/s]\nEpoch 0: |          | 4949/? [32:45<00:00,  2.52it/s]\nEpoch 0: |          | 4949/? [32:45<00:00,  2.52it/s]\nEpoch 0: |          | 4950/? [32:46<00:00,  2.52it/s]\nEpoch 0: |          | 4950/? [32:46<00:00,  2.52it/s]\nEpoch 0: |          | 4951/? [32:46<00:00,  2.52it/s]\nEpoch 0: |          | 4951/? [32:46<00:00,  2.52it/s]\nEpoch 0: |          | 4952/? [32:47<00:00,  2.52it/s]\nEpoch 0: |          | 4952/? [32:47<00:00,  2.52it/s]\nEpoch 0: |          | 4953/? [32:47<00:00,  2.52it/s]\nEpoch 0: |          | 4953/? [32:47<00:00,  2.52it/s]\nEpoch 0: |          | 4954/? [32:47<00:00,  2.52it/s]\nEpoch 0: |          | 4954/? [32:47<00:00,  2.52it/s]\nEpoch 0: |          | 4955/? [32:48<00:00,  2.52it/s]\nEpoch 0: |          | 4955/? [32:48<00:00,  2.52it/s]\nEpoch 0: |          | 4956/? [32:48<00:00,  2.52it/s]\nEpoch 0: |          | 4956/? [32:48<00:00,  2.52it/s]\nEpoch 0: |          | 4957/? [32:48<00:00,  2.52it/s]\nEpoch 0: |          | 4957/? [32:48<00:00,  2.52it/s]\nEpoch 0: |          | 4958/? [32:49<00:00,  2.52it/s]\nEpoch 0: |          | 4958/? [32:49<00:00,  2.52it/s]\nEpoch 0: |          | 4959/? [32:49<00:00,  2.52it/s]\nEpoch 0: |          | 4959/? [32:49<00:00,  2.52it/s]\nEpoch 0: |          | 4960/? [32:50<00:00,  2.52it/s]\nEpoch 0: |          | 4960/? [32:50<00:00,  2.52it/s]\nEpoch 0: |          | 4961/? [32:50<00:00,  2.52it/s]\nEpoch 0: |          | 4961/? [32:50<00:00,  2.52it/s]\nEpoch 0: |          | 4962/? [32:50<00:00,  2.52it/s]\nEpoch 0: |          | 4962/? [32:50<00:00,  2.52it/s]\nEpoch 0: |          | 4963/? [32:51<00:00,  2.52it/s]\nEpoch 0: |          | 4963/? [32:51<00:00,  2.52it/s]\nEpoch 0: |          | 4964/? [32:51<00:00,  2.52it/s]\nEpoch 0: |          | 4964/? [32:51<00:00,  2.52it/s]\nEpoch 0: |          | 4965/? [32:52<00:00,  2.52it/s]\nEpoch 0: |          | 4965/? [32:52<00:00,  2.52it/s]\nEpoch 0: |          | 4966/? [32:52<00:00,  2.52it/s]\nEpoch 0: |          | 4966/? [32:52<00:00,  2.52it/s]\nEpoch 0: |          | 4967/? [32:52<00:00,  2.52it/s]\nEpoch 0: |          | 4967/? [32:52<00:00,  2.52it/s]\nEpoch 0: |          | 4968/? [32:53<00:00,  2.52it/s]\nEpoch 0: |          | 4968/? [32:53<00:00,  2.52it/s]\nEpoch 0: |          | 4969/? [32:53<00:00,  2.52it/s]\nEpoch 0: |          | 4969/? [32:53<00:00,  2.52it/s]\nEpoch 0: |          | 4970/? [32:53<00:00,  2.52it/s]\nEpoch 0: |          | 4970/? [32:53<00:00,  2.52it/s]\nEpoch 0: |          | 4971/? [32:54<00:00,  2.52it/s]\nEpoch 0: |          | 4971/? [32:54<00:00,  2.52it/s]\nEpoch 0: |          | 4972/? [32:54<00:00,  2.52it/s]\nEpoch 0: |          | 4972/? [32:54<00:00,  2.52it/s]\nEpoch 0: |          | 4973/? [32:55<00:00,  2.52it/s]\nEpoch 0: |          | 4973/? [32:55<00:00,  2.52it/s]\nEpoch 0: |          | 4974/? [32:55<00:00,  2.52it/s]\nEpoch 0: |          | 4974/? [32:55<00:00,  2.52it/s]\nEpoch 0: |          | 4975/? [32:55<00:00,  2.52it/s]\nEpoch 0: |          | 4975/? [32:55<00:00,  2.52it/s]\nEpoch 0: |          | 4976/? [32:56<00:00,  2.52it/s]\nEpoch 0: |          | 4976/? [32:56<00:00,  2.52it/s]\nEpoch 0: |          | 4977/? [32:56<00:00,  2.52it/s]\nEpoch 0: |          | 4977/? [32:56<00:00,  2.52it/s]\nEpoch 0: |          | 4978/? [32:56<00:00,  2.52it/s]\nEpoch 0: |          | 4978/? [32:56<00:00,  2.52it/s]\nEpoch 0: |          | 4979/? [32:57<00:00,  2.52it/s]\nEpoch 0: |          | 4979/? [32:57<00:00,  2.52it/s]\nEpoch 0: |          | 4980/? [32:57<00:00,  2.52it/s]\nEpoch 0: |          | 4980/? [32:57<00:00,  2.52it/s]\nEpoch 0: |          | 4981/? [32:58<00:00,  2.52it/s]\nEpoch 0: |          | 4981/? [32:58<00:00,  2.52it/s]\nEpoch 0: |          | 4982/? [32:58<00:00,  2.52it/s]\nEpoch 0: |          | 4982/? [32:58<00:00,  2.52it/s]\nEpoch 0: |          | 4983/? [32:58<00:00,  2.52it/s]\nEpoch 0: |          | 4983/? [32:58<00:00,  2.52it/s]\nEpoch 0: |          | 4984/? [32:59<00:00,  2.52it/s]\nEpoch 0: |          | 4984/? [32:59<00:00,  2.52it/s]\nEpoch 0: |          | 4985/? [32:59<00:00,  2.52it/s]\nEpoch 0: |          | 4985/? [32:59<00:00,  2.52it/s]\nEpoch 0: |          | 4986/? [32:59<00:00,  2.52it/s]\nEpoch 0: |          | 4986/? [32:59<00:00,  2.52it/s]\nEpoch 0: |          | 4987/? [33:00<00:00,  2.52it/s]\nEpoch 0: |          | 4987/? [33:00<00:00,  2.52it/s]\nEpoch 0: |          | 4988/? [33:00<00:00,  2.52it/s]\nEpoch 0: |          | 4988/? [33:00<00:00,  2.52it/s]\nEpoch 0: |          | 4989/? [33:01<00:00,  2.52it/s]\nEpoch 0: |          | 4989/? [33:01<00:00,  2.52it/s]\nEpoch 0: |          | 4990/? [33:01<00:00,  2.52it/s]\nEpoch 0: |          | 4990/? [33:01<00:00,  2.52it/s]\nEpoch 0: |          | 4991/? [33:01<00:00,  2.52it/s]\nEpoch 0: |          | 4991/? [33:01<00:00,  2.52it/s]\nEpoch 0: |          | 4992/? [33:02<00:00,  2.52it/s]\nEpoch 0: |          | 4992/? [33:02<00:00,  2.52it/s]\nEpoch 0: |          | 4993/? [33:02<00:00,  2.52it/s]\nEpoch 0: |          | 4993/? [33:02<00:00,  2.52it/s]\nEpoch 0: |          | 4994/? [33:02<00:00,  2.52it/s]\nEpoch 0: |          | 4994/? [33:02<00:00,  2.52it/s]\nEpoch 0: |          | 4995/? [33:03<00:00,  2.52it/s]\nEpoch 0: |          | 4995/? [33:03<00:00,  2.52it/s]\nEpoch 0: |          | 4996/? [33:03<00:00,  2.52it/s]\nEpoch 0: |          | 4996/? [33:03<00:00,  2.52it/s]\nEpoch 0: |          | 4997/? [33:04<00:00,  2.52it/s]\nEpoch 0: |          | 4997/? [33:04<00:00,  2.52it/s]\nEpoch 0: |          | 4998/? [33:04<00:00,  2.52it/s]\nEpoch 0: |          | 4998/? [33:04<00:00,  2.52it/s]\nEpoch 0: |          | 4999/? [33:04<00:00,  2.52it/s]\nEpoch 0: |          | 4999/? [33:04<00:00,  2.52it/s]\nEpoch 0: |          | 5000/? [33:05<00:00,  2.52it/s]\nEpoch 0: |          | 5000/? [33:05<00:00,  2.52it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  8.33it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.66it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.70it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.68it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 5000/? [33:05<00:00,  2.52it/s]\nEpoch 0: |          | 5001/? [33:06<00:00,  2.52it/s]\nEpoch 0: |          | 5001/? [33:06<00:00,  2.52it/s]\nEpoch 0: |          | 5002/? [33:06<00:00,  2.52it/s]\nEpoch 0: |          | 5002/? [33:06<00:00,  2.52it/s]\nEpoch 0: |          | 5003/? [33:06<00:00,  2.52it/s]\nEpoch 0: |          | 5003/? [33:06<00:00,  2.52it/s]\nEpoch 0: |          | 5004/? [33:07<00:00,  2.52it/s]\nEpoch 0: |          | 5004/? [33:07<00:00,  2.52it/s]\nEpoch 0: |          | 5005/? [33:07<00:00,  2.52it/s]\nEpoch 0: |          | 5005/? [33:07<00:00,  2.52it/s]\nEpoch 0: |          | 5006/? [33:07<00:00,  2.52it/s]\nEpoch 0: |          | 5006/? [33:07<00:00,  2.52it/s]\nEpoch 0: |          | 5007/? [33:08<00:00,  2.52it/s]\nEpoch 0: |          | 5007/? [33:08<00:00,  2.52it/s]\nEpoch 0: |          | 5008/? [33:08<00:00,  2.52it/s]\nEpoch 0: |          | 5008/? [33:08<00:00,  2.52it/s]\nEpoch 0: |          | 5009/? [33:08<00:00,  2.52it/s]\nEpoch 0: |          | 5009/? [33:08<00:00,  2.52it/s]\nEpoch 0: |          | 5010/? [33:09<00:00,  2.52it/s]\nEpoch 0: |          | 5010/? [33:09<00:00,  2.52it/s]\nEpoch 0: |          | 5011/? [33:09<00:00,  2.52it/s]\nEpoch 0: |          | 5011/? [33:09<00:00,  2.52it/s]\nEpoch 0: |          | 5012/? [33:09<00:00,  2.52it/s]\nEpoch 0: |          | 5012/? [33:09<00:00,  2.52it/s]\nEpoch 0: |          | 5013/? [33:10<00:00,  2.52it/s]\nEpoch 0: |          | 5013/? [33:10<00:00,  2.52it/s]\nEpoch 0: |          | 5014/? [33:10<00:00,  2.52it/s]\nEpoch 0: |          | 5014/? [33:10<00:00,  2.52it/s]\nEpoch 0: |          | 5015/? [33:10<00:00,  2.52it/s]\nEpoch 0: |          | 5015/? [33:10<00:00,  2.52it/s]\nEpoch 0: |          | 5016/? [33:11<00:00,  2.52it/s]\nEpoch 0: |          | 5016/? [33:11<00:00,  2.52it/s]\nEpoch 0: |          | 5017/? [33:11<00:00,  2.52it/s]\nEpoch 0: |          | 5017/? [33:11<00:00,  2.52it/s]\nEpoch 0: |          | 5018/? [33:11<00:00,  2.52it/s]\nEpoch 0: |          | 5018/? [33:11<00:00,  2.52it/s]\nEpoch 0: |          | 5019/? [33:12<00:00,  2.52it/s]\nEpoch 0: |          | 5019/? [33:12<00:00,  2.52it/s]\nEpoch 0: |          | 5020/? [33:12<00:00,  2.52it/s]\nEpoch 0: |          | 5020/? [33:12<00:00,  2.52it/s]\nEpoch 0: |          | 5021/? [33:12<00:00,  2.52it/s]\nEpoch 0: |          | 5021/? [33:12<00:00,  2.52it/s]\nEpoch 0: |          | 5022/? [33:13<00:00,  2.52it/s]\nEpoch 0: |          | 5022/? [33:13<00:00,  2.52it/s]\nEpoch 0: |          | 5023/? [33:13<00:00,  2.52it/s]\nEpoch 0: |          | 5023/? [33:13<00:00,  2.52it/s]\nEpoch 0: |          | 5024/? [33:13<00:00,  2.52it/s]\nEpoch 0: |          | 5024/? [33:13<00:00,  2.52it/s]\nEpoch 0: |          | 5025/? [33:14<00:00,  2.52it/s]\nEpoch 0: |          | 5025/? [33:14<00:00,  2.52it/s]\nEpoch 0: |          | 5026/? [33:14<00:00,  2.52it/s]\nEpoch 0: |          | 5026/? [33:14<00:00,  2.52it/s]\nEpoch 0: |          | 5027/? [33:14<00:00,  2.52it/s]\nEpoch 0: |          | 5027/? [33:14<00:00,  2.52it/s]\nEpoch 0: |          | 5028/? [33:15<00:00,  2.52it/s]\nEpoch 0: |          | 5028/? [33:15<00:00,  2.52it/s]\nEpoch 0: |          | 5029/? [33:15<00:00,  2.52it/s]\nEpoch 0: |          | 5029/? [33:15<00:00,  2.52it/s]\nEpoch 0: |          | 5030/? [33:15<00:00,  2.52it/s]\nEpoch 0: |          | 5030/? [33:15<00:00,  2.52it/s]\nEpoch 0: |          | 5031/? [33:16<00:00,  2.52it/s]\nEpoch 0: |          | 5031/? [33:16<00:00,  2.52it/s]\nEpoch 0: |          | 5032/? [33:16<00:00,  2.52it/s]\nEpoch 0: |          | 5032/? [33:16<00:00,  2.52it/s]\nEpoch 0: |          | 5033/? [33:16<00:00,  2.52it/s]\nEpoch 0: |          | 5033/? [33:16<00:00,  2.52it/s]\nEpoch 0: |          | 5034/? [33:17<00:00,  2.52it/s]\nEpoch 0: |          | 5034/? [33:17<00:00,  2.52it/s]\nEpoch 0: |          | 5035/? [33:17<00:00,  2.52it/s]\nEpoch 0: |          | 5035/? [33:17<00:00,  2.52it/s]\nEpoch 0: |          | 5036/? [33:17<00:00,  2.52it/s]\nEpoch 0: |          | 5036/? [33:17<00:00,  2.52it/s]\nEpoch 0: |          | 5037/? [33:18<00:00,  2.52it/s]\nEpoch 0: |          | 5037/? [33:18<00:00,  2.52it/s]\nEpoch 0: |          | 5038/? [33:18<00:00,  2.52it/s]\nEpoch 0: |          | 5038/? [33:18<00:00,  2.52it/s]\nEpoch 0: |          | 5039/? [33:18<00:00,  2.52it/s]\nEpoch 0: |          | 5039/? [33:18<00:00,  2.52it/s]\nEpoch 0: |          | 5040/? [33:18<00:00,  2.52it/s]\nEpoch 0: |          | 5040/? [33:18<00:00,  2.52it/s]\nEpoch 0: |          | 5041/? [33:19<00:00,  2.52it/s]\nEpoch 0: |          | 5041/? [33:19<00:00,  2.52it/s]\nEpoch 0: |          | 5042/? [33:19<00:00,  2.52it/s]\nEpoch 0: |          | 5042/? [33:19<00:00,  2.52it/s]\nEpoch 0: |          | 5043/? [33:20<00:00,  2.52it/s]\nEpoch 0: |          | 5043/? [33:20<00:00,  2.52it/s]\nEpoch 0: |          | 5044/? [33:20<00:00,  2.52it/s]\nEpoch 0: |          | 5044/? [33:20<00:00,  2.52it/s]\nEpoch 0: |          | 5045/? [33:20<00:00,  2.52it/s]\nEpoch 0: |          | 5045/? [33:20<00:00,  2.52it/s]\nEpoch 0: |          | 5046/? [33:21<00:00,  2.52it/s]\nEpoch 0: |          | 5046/? [33:21<00:00,  2.52it/s]\nEpoch 0: |          | 5047/? [33:21<00:00,  2.52it/s]\nEpoch 0: |          | 5047/? [33:21<00:00,  2.52it/s]\nEpoch 0: |          | 5048/? [33:21<00:00,  2.52it/s]\nEpoch 0: |          | 5048/? [33:21<00:00,  2.52it/s]\nEpoch 0: |          | 5049/? [33:21<00:00,  2.52it/s]\nEpoch 0: |          | 5049/? [33:21<00:00,  2.52it/s]\nEpoch 0: |          | 5050/? [33:22<00:00,  2.52it/s]\nEpoch 0: |          | 5050/? [33:22<00:00,  2.52it/s]\nEpoch 0: |          | 5051/? [33:22<00:00,  2.52it/s]\nEpoch 0: |          | 5051/? [33:22<00:00,  2.52it/s]\nEpoch 0: |          | 5052/? [33:22<00:00,  2.52it/s]\nEpoch 0: |          | 5052/? [33:22<00:00,  2.52it/s]\nEpoch 0: |          | 5053/? [33:23<00:00,  2.52it/s]\nEpoch 0: |          | 5053/? [33:23<00:00,  2.52it/s]\nEpoch 0: |          | 5054/? [33:23<00:00,  2.52it/s]\nEpoch 0: |          | 5054/? [33:23<00:00,  2.52it/s]\nEpoch 0: |          | 5055/? [33:23<00:00,  2.52it/s]\nEpoch 0: |          | 5055/? [33:23<00:00,  2.52it/s]\nEpoch 0: |          | 5056/? [33:24<00:00,  2.52it/s]\nEpoch 0: |          | 5056/? [33:24<00:00,  2.52it/s]\nEpoch 0: |          | 5057/? [33:24<00:00,  2.52it/s]\nEpoch 0: |          | 5057/? [33:24<00:00,  2.52it/s]\nEpoch 0: |          | 5058/? [33:24<00:00,  2.52it/s]\nEpoch 0: |          | 5058/? [33:24<00:00,  2.52it/s]\nEpoch 0: |          | 5059/? [33:25<00:00,  2.52it/s]\nEpoch 0: |          | 5059/? [33:25<00:00,  2.52it/s]\nEpoch 0: |          | 5060/? [33:25<00:00,  2.52it/s]\nEpoch 0: |          | 5060/? [33:25<00:00,  2.52it/s]\nEpoch 0: |          | 5061/? [33:25<00:00,  2.52it/s]\nEpoch 0: |          | 5061/? [33:25<00:00,  2.52it/s]\nEpoch 0: |          | 5062/? [33:26<00:00,  2.52it/s]\nEpoch 0: |          | 5062/? [33:26<00:00,  2.52it/s]\nEpoch 0: |          | 5063/? [33:26<00:00,  2.52it/s]\nEpoch 0: |          | 5063/? [33:26<00:00,  2.52it/s]\nEpoch 0: |          | 5064/? [33:26<00:00,  2.52it/s]\nEpoch 0: |          | 5064/? [33:26<00:00,  2.52it/s]\nEpoch 0: |          | 5065/? [33:27<00:00,  2.52it/s]\nEpoch 0: |          | 5065/? [33:27<00:00,  2.52it/s]\nEpoch 0: |          | 5066/? [33:27<00:00,  2.52it/s]\nEpoch 0: |          | 5066/? [33:27<00:00,  2.52it/s]\nEpoch 0: |          | 5067/? [33:27<00:00,  2.52it/s]\nEpoch 0: |          | 5067/? [33:27<00:00,  2.52it/s]\nEpoch 0: |          | 5068/? [33:28<00:00,  2.52it/s]\nEpoch 0: |          | 5068/? [33:28<00:00,  2.52it/s]\nEpoch 0: |          | 5069/? [33:28<00:00,  2.52it/s]\nEpoch 0: |          | 5069/? [33:28<00:00,  2.52it/s]\nEpoch 0: |          | 5070/? [33:28<00:00,  2.52it/s]\nEpoch 0: |          | 5070/? [33:28<00:00,  2.52it/s]\nEpoch 0: |          | 5071/? [33:29<00:00,  2.52it/s]\nEpoch 0: |          | 5071/? [33:29<00:00,  2.52it/s]\nEpoch 0: |          | 5072/? [33:29<00:00,  2.52it/s]\nEpoch 0: |          | 5072/? [33:29<00:00,  2.52it/s]\nEpoch 0: |          | 5073/? [33:29<00:00,  2.52it/s]\nEpoch 0: |          | 5073/? [33:29<00:00,  2.52it/s]\nEpoch 0: |          | 5074/? [33:29<00:00,  2.52it/s]\nEpoch 0: |          | 5074/? [33:29<00:00,  2.52it/s]\nEpoch 0: |          | 5075/? [33:30<00:00,  2.52it/s]\nEpoch 0: |          | 5075/? [33:30<00:00,  2.52it/s]\nEpoch 0: |          | 5076/? [33:30<00:00,  2.52it/s]\nEpoch 0: |          | 5076/? [33:30<00:00,  2.52it/s]\nEpoch 0: |          | 5077/? [33:30<00:00,  2.52it/s]\nEpoch 0: |          | 5077/? [33:30<00:00,  2.52it/s]\nEpoch 0: |          | 5078/? [33:31<00:00,  2.52it/s]\nEpoch 0: |          | 5078/? [33:31<00:00,  2.52it/s]\nEpoch 0: |          | 5079/? [33:31<00:00,  2.52it/s]\nEpoch 0: |          | 5079/? [33:31<00:00,  2.52it/s]\nEpoch 0: |          | 5080/? [33:31<00:00,  2.52it/s]\nEpoch 0: |          | 5080/? [33:31<00:00,  2.52it/s]\nEpoch 0: |          | 5081/? [33:32<00:00,  2.53it/s]\nEpoch 0: |          | 5081/? [33:32<00:00,  2.53it/s]\nEpoch 0: |          | 5082/? [33:32<00:00,  2.53it/s]\nEpoch 0: |          | 5082/? [33:32<00:00,  2.53it/s]\nEpoch 0: |          | 5083/? [33:32<00:00,  2.53it/s]\nEpoch 0: |          | 5083/? [33:32<00:00,  2.53it/s]\nEpoch 0: |          | 5084/? [33:33<00:00,  2.53it/s]\nEpoch 0: |          | 5084/? [33:33<00:00,  2.53it/s]\nEpoch 0: |          | 5085/? [33:33<00:00,  2.53it/s]\nEpoch 0: |          | 5085/? [33:33<00:00,  2.53it/s]\nEpoch 0: |          | 5086/? [33:33<00:00,  2.53it/s]\nEpoch 0: |          | 5086/? [33:33<00:00,  2.53it/s]\nEpoch 0: |          | 5087/? [33:34<00:00,  2.53it/s]\nEpoch 0: |          | 5087/? [33:34<00:00,  2.53it/s]\nEpoch 0: |          | 5088/? [33:34<00:00,  2.53it/s]\nEpoch 0: |          | 5088/? [33:34<00:00,  2.53it/s]\nEpoch 0: |          | 5089/? [33:34<00:00,  2.53it/s]\nEpoch 0: |          | 5089/? [33:34<00:00,  2.53it/s]\nEpoch 0: |          | 5090/? [33:35<00:00,  2.53it/s]\nEpoch 0: |          | 5090/? [33:35<00:00,  2.53it/s]\nEpoch 0: |          | 5091/? [33:35<00:00,  2.53it/s]\nEpoch 0: |          | 5091/? [33:35<00:00,  2.53it/s]\nEpoch 0: |          | 5092/? [33:35<00:00,  2.53it/s]\nEpoch 0: |          | 5092/? [33:35<00:00,  2.53it/s]\nEpoch 0: |          | 5093/? [33:36<00:00,  2.53it/s]\nEpoch 0: |          | 5093/? [33:36<00:00,  2.53it/s]\nEpoch 0: |          | 5094/? [33:36<00:00,  2.53it/s]\nEpoch 0: |          | 5094/? [33:36<00:00,  2.53it/s]\nEpoch 0: |          | 5095/? [33:36<00:00,  2.53it/s]\nEpoch 0: |          | 5095/? [33:36<00:00,  2.53it/s]\nEpoch 0: |          | 5096/? [33:37<00:00,  2.53it/s]\nEpoch 0: |          | 5096/? [33:37<00:00,  2.53it/s]\nEpoch 0: |          | 5097/? [33:37<00:00,  2.53it/s]\nEpoch 0: |          | 5097/? [33:37<00:00,  2.53it/s]\nEpoch 0: |          | 5098/? [33:37<00:00,  2.53it/s]\nEpoch 0: |          | 5098/? [33:37<00:00,  2.53it/s]\nEpoch 0: |          | 5099/? [33:38<00:00,  2.53it/s]\nEpoch 0: |          | 5099/? [33:38<00:00,  2.53it/s]\nEpoch 0: |          | 5100/? [33:38<00:00,  2.53it/s]\nEpoch 0: |          | 5100/? [33:38<00:00,  2.53it/s]\nEpoch 0: |          | 5101/? [33:38<00:00,  2.53it/s]\nEpoch 0: |          | 5101/? [33:38<00:00,  2.53it/s]\nEpoch 0: |          | 5102/? [33:39<00:00,  2.53it/s]\nEpoch 0: |          | 5102/? [33:39<00:00,  2.53it/s]\nEpoch 0: |          | 5103/? [33:39<00:00,  2.53it/s]\nEpoch 0: |          | 5103/? [33:39<00:00,  2.53it/s]\nEpoch 0: |          | 5104/? [33:39<00:00,  2.53it/s]\nEpoch 0: |          | 5104/? [33:39<00:00,  2.53it/s]\nEpoch 0: |          | 5105/? [33:39<00:00,  2.53it/s]\nEpoch 0: |          | 5105/? [33:39<00:00,  2.53it/s]\nEpoch 0: |          | 5106/? [33:40<00:00,  2.53it/s]\nEpoch 0: |          | 5106/? [33:40<00:00,  2.53it/s]\nEpoch 0: |          | 5107/? [33:40<00:00,  2.53it/s]\nEpoch 0: |          | 5107/? [33:40<00:00,  2.53it/s]\nEpoch 0: |          | 5108/? [33:40<00:00,  2.53it/s]\nEpoch 0: |          | 5108/? [33:40<00:00,  2.53it/s]\nEpoch 0: |          | 5109/? [33:41<00:00,  2.53it/s]\nEpoch 0: |          | 5109/? [33:41<00:00,  2.53it/s]\nEpoch 0: |          | 5110/? [33:41<00:00,  2.53it/s]\nEpoch 0: |          | 5110/? [33:41<00:00,  2.53it/s]\nEpoch 0: |          | 5111/? [33:41<00:00,  2.53it/s]\nEpoch 0: |          | 5111/? [33:41<00:00,  2.53it/s]\nEpoch 0: |          | 5112/? [33:42<00:00,  2.53it/s]\nEpoch 0: |          | 5112/? [33:42<00:00,  2.53it/s]\nEpoch 0: |          | 5113/? [33:42<00:00,  2.53it/s]\nEpoch 0: |          | 5113/? [33:42<00:00,  2.53it/s]\nEpoch 0: |          | 5114/? [33:42<00:00,  2.53it/s]\nEpoch 0: |          | 5114/? [33:42<00:00,  2.53it/s]\nEpoch 0: |          | 5115/? [33:43<00:00,  2.53it/s]\nEpoch 0: |          | 5115/? [33:43<00:00,  2.53it/s]\nEpoch 0: |          | 5116/? [33:43<00:00,  2.53it/s]\nEpoch 0: |          | 5116/? [33:43<00:00,  2.53it/s]\nEpoch 0: |          | 5117/? [33:43<00:00,  2.53it/s]\nEpoch 0: |          | 5117/? [33:43<00:00,  2.53it/s]\nEpoch 0: |          | 5118/? [33:44<00:00,  2.53it/s]\nEpoch 0: |          | 5118/? [33:44<00:00,  2.53it/s]\nEpoch 0: |          | 5119/? [33:44<00:00,  2.53it/s]\nEpoch 0: |          | 5119/? [33:44<00:00,  2.53it/s]\nEpoch 0: |          | 5120/? [33:44<00:00,  2.53it/s]\nEpoch 0: |          | 5120/? [33:44<00:00,  2.53it/s]\nEpoch 0: |          | 5121/? [33:45<00:00,  2.53it/s]\nEpoch 0: |          | 5121/? [33:45<00:00,  2.53it/s]\nEpoch 0: |          | 5122/? [33:45<00:00,  2.53it/s]\nEpoch 0: |          | 5122/? [33:45<00:00,  2.53it/s]\nEpoch 0: |          | 5123/? [33:45<00:00,  2.53it/s]\nEpoch 0: |          | 5123/? [33:45<00:00,  2.53it/s]\nEpoch 0: |          | 5124/? [33:46<00:00,  2.53it/s]\nEpoch 0: |          | 5124/? [33:46<00:00,  2.53it/s]\nEpoch 0: |          | 5125/? [33:46<00:00,  2.53it/s]\nEpoch 0: |          | 5125/? [33:46<00:00,  2.53it/s]\nEpoch 0: |          | 5126/? [33:46<00:00,  2.53it/s]\nEpoch 0: |          | 5126/? [33:46<00:00,  2.53it/s]\nEpoch 0: |          | 5127/? [33:47<00:00,  2.53it/s]\nEpoch 0: |          | 5127/? [33:47<00:00,  2.53it/s]\nEpoch 0: |          | 5128/? [33:47<00:00,  2.53it/s]\nEpoch 0: |          | 5128/? [33:47<00:00,  2.53it/s]\nEpoch 0: |          | 5129/? [33:47<00:00,  2.53it/s]\nEpoch 0: |          | 5129/? [33:47<00:00,  2.53it/s]\nEpoch 0: |          | 5130/? [33:48<00:00,  2.53it/s]\nEpoch 0: |          | 5130/? [33:48<00:00,  2.53it/s]\nEpoch 0: |          | 5131/? [33:48<00:00,  2.53it/s]\nEpoch 0: |          | 5131/? [33:48<00:00,  2.53it/s]\nEpoch 0: |          | 5132/? [33:48<00:00,  2.53it/s]\nEpoch 0: |          | 5132/? [33:48<00:00,  2.53it/s]\nEpoch 0: |          | 5133/? [33:48<00:00,  2.53it/s]\nEpoch 0: |          | 5133/? [33:48<00:00,  2.53it/s]\nEpoch 0: |          | 5134/? [33:49<00:00,  2.53it/s]\nEpoch 0: |          | 5134/? [33:49<00:00,  2.53it/s]\nEpoch 0: |          | 5135/? [33:49<00:00,  2.53it/s]\nEpoch 0: |          | 5135/? [33:49<00:00,  2.53it/s]\nEpoch 0: |          | 5136/? [33:49<00:00,  2.53it/s]\nEpoch 0: |          | 5136/? [33:49<00:00,  2.53it/s]\nEpoch 0: |          | 5137/? [33:50<00:00,  2.53it/s]\nEpoch 0: |          | 5137/? [33:50<00:00,  2.53it/s]\nEpoch 0: |          | 5138/? [33:50<00:00,  2.53it/s]\nEpoch 0: |          | 5138/? [33:50<00:00,  2.53it/s]\nEpoch 0: |          | 5139/? [33:50<00:00,  2.53it/s]\nEpoch 0: |          | 5139/? [33:50<00:00,  2.53it/s]\nEpoch 0: |          | 5140/? [33:51<00:00,  2.53it/s]\nEpoch 0: |          | 5140/? [33:51<00:00,  2.53it/s]\nEpoch 0: |          | 5141/? [33:51<00:00,  2.53it/s]\nEpoch 0: |          | 5141/? [33:51<00:00,  2.53it/s]\nEpoch 0: |          | 5142/? [33:51<00:00,  2.53it/s]\nEpoch 0: |          | 5142/? [33:51<00:00,  2.53it/s]\nEpoch 0: |          | 5143/? [33:52<00:00,  2.53it/s]\nEpoch 0: |          | 5143/? [33:52<00:00,  2.53it/s]\nEpoch 0: |          | 5144/? [33:52<00:00,  2.53it/s]\nEpoch 0: |          | 5144/? [33:52<00:00,  2.53it/s]\nEpoch 0: |          | 5145/? [33:52<00:00,  2.53it/s]\nEpoch 0: |          | 5145/? [33:52<00:00,  2.53it/s]\nEpoch 0: |          | 5146/? [33:53<00:00,  2.53it/s]\nEpoch 0: |          | 5146/? [33:53<00:00,  2.53it/s]\nEpoch 0: |          | 5147/? [33:53<00:00,  2.53it/s]\nEpoch 0: |          | 5147/? [33:53<00:00,  2.53it/s]\nEpoch 0: |          | 5148/? [33:53<00:00,  2.53it/s]\nEpoch 0: |          | 5148/? [33:53<00:00,  2.53it/s]\nEpoch 0: |          | 5149/? [33:54<00:00,  2.53it/s]\nEpoch 0: |          | 5149/? [33:54<00:00,  2.53it/s]\nEpoch 0: |          | 5150/? [33:54<00:00,  2.53it/s]\nEpoch 0: |          | 5150/? [33:54<00:00,  2.53it/s]\nEpoch 0: |          | 5151/? [33:54<00:00,  2.53it/s]\nEpoch 0: |          | 5151/? [33:54<00:00,  2.53it/s]\nEpoch 0: |          | 5152/? [33:55<00:00,  2.53it/s]\nEpoch 0: |          | 5152/? [33:55<00:00,  2.53it/s]\nEpoch 0: |          | 5153/? [33:55<00:00,  2.53it/s]\nEpoch 0: |          | 5153/? [33:55<00:00,  2.53it/s]\nEpoch 0: |          | 5154/? [33:55<00:00,  2.53it/s]\nEpoch 0: |          | 5154/? [33:55<00:00,  2.53it/s]\nEpoch 0: |          | 5155/? [33:56<00:00,  2.53it/s]\nEpoch 0: |          | 5155/? [33:56<00:00,  2.53it/s]\nEpoch 0: |          | 5156/? [33:56<00:00,  2.53it/s]\nEpoch 0: |          | 5156/? [33:56<00:00,  2.53it/s]\nEpoch 0: |          | 5157/? [33:56<00:00,  2.53it/s]\nEpoch 0: |          | 5157/? [33:56<00:00,  2.53it/s]\nEpoch 0: |          | 5158/? [33:57<00:00,  2.53it/s]\nEpoch 0: |          | 5158/? [33:57<00:00,  2.53it/s]\nEpoch 0: |          | 5159/? [33:57<00:00,  2.53it/s]\nEpoch 0: |          | 5159/? [33:57<00:00,  2.53it/s]\nEpoch 0: |          | 5160/? [33:57<00:00,  2.53it/s]\nEpoch 0: |          | 5160/? [33:57<00:00,  2.53it/s]\nEpoch 0: |          | 5161/? [33:57<00:00,  2.53it/s]\nEpoch 0: |          | 5161/? [33:57<00:00,  2.53it/s]\nEpoch 0: |          | 5162/? [33:58<00:00,  2.53it/s]\nEpoch 0: |          | 5162/? [33:58<00:00,  2.53it/s]\nEpoch 0: |          | 5163/? [33:58<00:00,  2.53it/s]\nEpoch 0: |          | 5163/? [33:58<00:00,  2.53it/s]\nEpoch 0: |          | 5164/? [33:58<00:00,  2.53it/s]\nEpoch 0: |          | 5164/? [33:58<00:00,  2.53it/s]\nEpoch 0: |          | 5165/? [33:59<00:00,  2.53it/s]\nEpoch 0: |          | 5165/? [33:59<00:00,  2.53it/s]\nEpoch 0: |          | 5166/? [33:59<00:00,  2.53it/s]\nEpoch 0: |          | 5166/? [33:59<00:00,  2.53it/s]\nEpoch 0: |          | 5167/? [33:59<00:00,  2.53it/s]\nEpoch 0: |          | 5167/? [33:59<00:00,  2.53it/s]\nEpoch 0: |          | 5168/? [34:00<00:00,  2.53it/s]\nEpoch 0: |          | 5168/? [34:00<00:00,  2.53it/s]\nEpoch 0: |          | 5169/? [34:00<00:00,  2.53it/s]\nEpoch 0: |          | 5169/? [34:00<00:00,  2.53it/s]\nEpoch 0: |          | 5170/? [34:00<00:00,  2.53it/s]\nEpoch 0: |          | 5170/? [34:00<00:00,  2.53it/s]\nEpoch 0: |          | 5171/? [34:01<00:00,  2.53it/s]\nEpoch 0: |          | 5171/? [34:01<00:00,  2.53it/s]\nEpoch 0: |          | 5172/? [34:01<00:00,  2.53it/s]\nEpoch 0: |          | 5172/? [34:01<00:00,  2.53it/s]\nEpoch 0: |          | 5173/? [34:01<00:00,  2.53it/s]\nEpoch 0: |          | 5173/? [34:01<00:00,  2.53it/s]\nEpoch 0: |          | 5174/? [34:02<00:00,  2.53it/s]\nEpoch 0: |          | 5174/? [34:02<00:00,  2.53it/s]\nEpoch 0: |          | 5175/? [34:02<00:00,  2.53it/s]\nEpoch 0: |          | 5175/? [34:02<00:00,  2.53it/s]\nEpoch 0: |          | 5176/? [34:02<00:00,  2.53it/s]\nEpoch 0: |          | 5176/? [34:02<00:00,  2.53it/s]\nEpoch 0: |          | 5177/? [34:03<00:00,  2.53it/s]\nEpoch 0: |          | 5177/? [34:03<00:00,  2.53it/s]\nEpoch 0: |          | 5178/? [34:03<00:00,  2.53it/s]\nEpoch 0: |          | 5178/? [34:03<00:00,  2.53it/s]\nEpoch 0: |          | 5179/? [34:03<00:00,  2.53it/s]\nEpoch 0: |          | 5179/? [34:03<00:00,  2.53it/s]\nEpoch 0: |          | 5180/? [34:04<00:00,  2.53it/s]\nEpoch 0: |          | 5180/? [34:04<00:00,  2.53it/s]\nEpoch 0: |          | 5181/? [34:04<00:00,  2.53it/s]\nEpoch 0: |          | 5181/? [34:04<00:00,  2.53it/s]\nEpoch 0: |          | 5182/? [34:04<00:00,  2.53it/s]\nEpoch 0: |          | 5182/? [34:04<00:00,  2.53it/s]\nEpoch 0: |          | 5183/? [34:05<00:00,  2.53it/s]\nEpoch 0: |          | 5183/? [34:05<00:00,  2.53it/s]\nEpoch 0: |          | 5184/? [34:05<00:00,  2.53it/s]\nEpoch 0: |          | 5184/? [34:05<00:00,  2.53it/s]\nEpoch 0: |          | 5185/? [34:05<00:00,  2.53it/s]\nEpoch 0: |          | 5185/? [34:05<00:00,  2.53it/s]\nEpoch 0: |          | 5186/? [34:06<00:00,  2.53it/s]\nEpoch 0: |          | 5186/? [34:06<00:00,  2.53it/s]\nEpoch 0: |          | 5187/? [34:06<00:00,  2.53it/s]\nEpoch 0: |          | 5187/? [34:06<00:00,  2.53it/s]\nEpoch 0: |          | 5188/? [34:06<00:00,  2.53it/s]\nEpoch 0: |          | 5188/? [34:06<00:00,  2.53it/s]\nEpoch 0: |          | 5189/? [34:06<00:00,  2.53it/s]\nEpoch 0: |          | 5189/? [34:06<00:00,  2.53it/s]\nEpoch 0: |          | 5190/? [34:07<00:00,  2.54it/s]\nEpoch 0: |          | 5190/? [34:07<00:00,  2.54it/s]\nEpoch 0: |          | 5191/? [34:07<00:00,  2.54it/s]\nEpoch 0: |          | 5191/? [34:07<00:00,  2.54it/s]\nEpoch 0: |          | 5192/? [34:07<00:00,  2.54it/s]\nEpoch 0: |          | 5192/? [34:07<00:00,  2.54it/s]\nEpoch 0: |          | 5193/? [34:08<00:00,  2.54it/s]\nEpoch 0: |          | 5193/? [34:08<00:00,  2.54it/s]\nEpoch 0: |          | 5194/? [34:08<00:00,  2.54it/s]\nEpoch 0: |          | 5194/? [34:08<00:00,  2.54it/s]\nEpoch 0: |          | 5195/? [34:08<00:00,  2.54it/s]\nEpoch 0: |          | 5195/? [34:08<00:00,  2.54it/s]\nEpoch 0: |          | 5196/? [34:09<00:00,  2.54it/s]\nEpoch 0: |          | 5196/? [34:09<00:00,  2.54it/s]\nEpoch 0: |          | 5197/? [34:09<00:00,  2.54it/s]\nEpoch 0: |          | 5197/? [34:09<00:00,  2.54it/s]\nEpoch 0: |          | 5198/? [34:09<00:00,  2.54it/s]\nEpoch 0: |          | 5198/? [34:09<00:00,  2.54it/s]\nEpoch 0: |          | 5199/? [34:10<00:00,  2.54it/s]\nEpoch 0: |          | 5199/? [34:10<00:00,  2.54it/s]\nEpoch 0: |          | 5200/? [34:10<00:00,  2.54it/s]\nEpoch 0: |          | 5200/? [34:10<00:00,  2.54it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  9.07it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.65it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.42it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.60it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 5200/? [34:10<00:00,  2.54it/s]\nEpoch 0: |          | 5201/? [34:11<00:00,  2.54it/s]\nEpoch 0: |          | 5201/? [34:11<00:00,  2.54it/s]\nEpoch 0: |          | 5202/? [34:11<00:00,  2.54it/s]\nEpoch 0: |          | 5202/? [34:11<00:00,  2.54it/s]\nEpoch 0: |          | 5203/? [34:11<00:00,  2.54it/s]\nEpoch 0: |          | 5203/? [34:11<00:00,  2.54it/s]\nEpoch 0: |          | 5204/? [34:12<00:00,  2.54it/s]\nEpoch 0: |          | 5204/? [34:12<00:00,  2.54it/s]\nEpoch 0: |          | 5205/? [34:12<00:00,  2.54it/s]\nEpoch 0: |          | 5205/? [34:12<00:00,  2.54it/s]\nEpoch 0: |          | 5206/? [34:12<00:00,  2.54it/s]\nEpoch 0: |          | 5206/? [34:12<00:00,  2.54it/s]\nEpoch 0: |          | 5207/? [34:13<00:00,  2.54it/s]\nEpoch 0: |          | 5207/? [34:13<00:00,  2.54it/s]\nEpoch 0: |          | 5208/? [34:13<00:00,  2.54it/s]\nEpoch 0: |          | 5208/? [34:13<00:00,  2.54it/s]\nEpoch 0: |          | 5209/? [34:13<00:00,  2.54it/s]\nEpoch 0: |          | 5209/? [34:13<00:00,  2.54it/s]\nEpoch 0: |          | 5210/? [34:14<00:00,  2.54it/s]\nEpoch 0: |          | 5210/? [34:14<00:00,  2.54it/s]\nEpoch 0: |          | 5211/? [34:14<00:00,  2.54it/s]\nEpoch 0: |          | 5211/? [34:14<00:00,  2.54it/s]\nEpoch 0: |          | 5212/? [34:14<00:00,  2.54it/s]\nEpoch 0: |          | 5212/? [34:14<00:00,  2.54it/s]\nEpoch 0: |          | 5213/? [34:14<00:00,  2.54it/s]\nEpoch 0: |          | 5213/? [34:14<00:00,  2.54it/s]\nEpoch 0: |          | 5214/? [34:15<00:00,  2.54it/s]\nEpoch 0: |          | 5214/? [34:15<00:00,  2.54it/s]\nEpoch 0: |          | 5215/? [34:15<00:00,  2.54it/s]\nEpoch 0: |          | 5215/? [34:15<00:00,  2.54it/s]\nEpoch 0: |          | 5216/? [34:15<00:00,  2.54it/s]\nEpoch 0: |          | 5216/? [34:15<00:00,  2.54it/s]\nEpoch 0: |          | 5217/? [34:16<00:00,  2.54it/s]\nEpoch 0: |          | 5217/? [34:16<00:00,  2.54it/s]\nEpoch 0: |          | 5218/? [34:16<00:00,  2.54it/s]\nEpoch 0: |          | 5218/? [34:16<00:00,  2.54it/s]\nEpoch 0: |          | 5219/? [34:16<00:00,  2.54it/s]\nEpoch 0: |          | 5219/? [34:16<00:00,  2.54it/s]\nEpoch 0: |          | 5220/? [34:17<00:00,  2.54it/s]\nEpoch 0: |          | 5220/? [34:17<00:00,  2.54it/s]\nEpoch 0: |          | 5221/? [34:17<00:00,  2.54it/s]\nEpoch 0: |          | 5221/? [34:17<00:00,  2.54it/s]\nEpoch 0: |          | 5222/? [34:17<00:00,  2.54it/s]\nEpoch 0: |          | 5222/? [34:17<00:00,  2.54it/s]\nEpoch 0: |          | 5223/? [34:18<00:00,  2.54it/s]\nEpoch 0: |          | 5223/? [34:18<00:00,  2.54it/s]\nEpoch 0: |          | 5224/? [34:18<00:00,  2.54it/s]\nEpoch 0: |          | 5224/? [34:18<00:00,  2.54it/s]\nEpoch 0: |          | 5225/? [34:18<00:00,  2.54it/s]\nEpoch 0: |          | 5225/? [34:18<00:00,  2.54it/s]\nEpoch 0: |          | 5226/? [34:19<00:00,  2.54it/s]\nEpoch 0: |          | 5226/? [34:19<00:00,  2.54it/s]\nEpoch 0: |          | 5227/? [34:19<00:00,  2.54it/s]\nEpoch 0: |          | 5227/? [34:19<00:00,  2.54it/s]\nEpoch 0: |          | 5228/? [34:19<00:00,  2.54it/s]\nEpoch 0: |          | 5228/? [34:19<00:00,  2.54it/s]\nEpoch 0: |          | 5229/? [34:20<00:00,  2.54it/s]\nEpoch 0: |          | 5229/? [34:20<00:00,  2.54it/s]\nEpoch 0: |          | 5230/? [34:20<00:00,  2.54it/s]\nEpoch 0: |          | 5230/? [34:20<00:00,  2.54it/s]\nEpoch 0: |          | 5231/? [34:20<00:00,  2.54it/s]\nEpoch 0: |          | 5231/? [34:20<00:00,  2.54it/s]\nEpoch 0: |          | 5232/? [34:20<00:00,  2.54it/s]\nEpoch 0: |          | 5232/? [34:20<00:00,  2.54it/s]\nEpoch 0: |          | 5233/? [34:21<00:00,  2.54it/s]\nEpoch 0: |          | 5233/? [34:21<00:00,  2.54it/s]\nEpoch 0: |          | 5234/? [34:21<00:00,  2.54it/s]\nEpoch 0: |          | 5234/? [34:21<00:00,  2.54it/s]\nEpoch 0: |          | 5235/? [34:21<00:00,  2.54it/s]\nEpoch 0: |          | 5235/? [34:21<00:00,  2.54it/s]\nEpoch 0: |          | 5236/? [34:22<00:00,  2.54it/s]\nEpoch 0: |          | 5236/? [34:22<00:00,  2.54it/s]\nEpoch 0: |          | 5237/? [34:22<00:00,  2.54it/s]\nEpoch 0: |          | 5237/? [34:22<00:00,  2.54it/s]\nEpoch 0: |          | 5238/? [34:22<00:00,  2.54it/s]\nEpoch 0: |          | 5238/? [34:22<00:00,  2.54it/s]\nEpoch 0: |          | 5239/? [34:23<00:00,  2.54it/s]\nEpoch 0: |          | 5239/? [34:23<00:00,  2.54it/s]\nEpoch 0: |          | 5240/? [34:23<00:00,  2.54it/s]\nEpoch 0: |          | 5240/? [34:23<00:00,  2.54it/s]\nEpoch 0: |          | 5241/? [34:23<00:00,  2.54it/s]\nEpoch 0: |          | 5241/? [34:23<00:00,  2.54it/s]\nEpoch 0: |          | 5242/? [34:24<00:00,  2.54it/s]\nEpoch 0: |          | 5242/? [34:24<00:00,  2.54it/s]\nEpoch 0: |          | 5243/? [34:24<00:00,  2.54it/s]\nEpoch 0: |          | 5243/? [34:24<00:00,  2.54it/s]\nEpoch 0: |          | 5244/? [34:24<00:00,  2.54it/s]\nEpoch 0: |          | 5244/? [34:24<00:00,  2.54it/s]\nEpoch 0: |          | 5245/? [34:25<00:00,  2.54it/s]\nEpoch 0: |          | 5245/? [34:25<00:00,  2.54it/s]\nEpoch 0: |          | 5246/? [34:25<00:00,  2.54it/s]\nEpoch 0: |          | 5246/? [34:25<00:00,  2.54it/s]\nEpoch 0: |          | 5247/? [34:25<00:00,  2.54it/s]\nEpoch 0: |          | 5247/? [34:25<00:00,  2.54it/s]\nEpoch 0: |          | 5248/? [34:26<00:00,  2.54it/s]\nEpoch 0: |          | 5248/? [34:26<00:00,  2.54it/s]\nEpoch 0: |          | 5249/? [34:26<00:00,  2.54it/s]\nEpoch 0: |          | 5249/? [34:26<00:00,  2.54it/s]\nEpoch 0: |          | 5250/? [34:26<00:00,  2.54it/s]\nEpoch 0: |          | 5250/? [34:26<00:00,  2.54it/s]\nEpoch 0: |          | 5251/? [34:27<00:00,  2.54it/s]\nEpoch 0: |          | 5251/? [34:27<00:00,  2.54it/s]\nEpoch 0: |          | 5252/? [34:27<00:00,  2.54it/s]\nEpoch 0: |          | 5252/? [34:27<00:00,  2.54it/s]\nEpoch 0: |          | 5253/? [34:27<00:00,  2.54it/s]\nEpoch 0: |          | 5253/? [34:27<00:00,  2.54it/s]\nEpoch 0: |          | 5254/? [34:28<00:00,  2.54it/s]\nEpoch 0: |          | 5254/? [34:28<00:00,  2.54it/s]\nEpoch 0: |          | 5255/? [34:28<00:00,  2.54it/s]\nEpoch 0: |          | 5255/? [34:28<00:00,  2.54it/s]\nEpoch 0: |          | 5256/? [34:28<00:00,  2.54it/s]\nEpoch 0: |          | 5256/? [34:28<00:00,  2.54it/s]\nEpoch 0: |          | 5257/? [34:28<00:00,  2.54it/s]\nEpoch 0: |          | 5257/? [34:28<00:00,  2.54it/s]\nEpoch 0: |          | 5258/? [34:29<00:00,  2.54it/s]\nEpoch 0: |          | 5258/? [34:29<00:00,  2.54it/s]\nEpoch 0: |          | 5259/? [34:29<00:00,  2.54it/s]\nEpoch 0: |          | 5259/? [34:29<00:00,  2.54it/s]\nEpoch 0: |          | 5260/? [34:29<00:00,  2.54it/s]\nEpoch 0: |          | 5260/? [34:29<00:00,  2.54it/s]\nEpoch 0: |          | 5261/? [34:30<00:00,  2.54it/s]\nEpoch 0: |          | 5261/? [34:30<00:00,  2.54it/s]\nEpoch 0: |          | 5262/? [34:30<00:00,  2.54it/s]\nEpoch 0: |          | 5262/? [34:30<00:00,  2.54it/s]\nEpoch 0: |          | 5263/? [34:30<00:00,  2.54it/s]\nEpoch 0: |          | 5263/? [34:30<00:00,  2.54it/s]\nEpoch 0: |          | 5264/? [34:31<00:00,  2.54it/s]\nEpoch 0: |          | 5264/? [34:31<00:00,  2.54it/s]\nEpoch 0: |          | 5265/? [34:31<00:00,  2.54it/s]\nEpoch 0: |          | 5265/? [34:31<00:00,  2.54it/s]\nEpoch 0: |          | 5266/? [34:31<00:00,  2.54it/s]\nEpoch 0: |          | 5266/? [34:31<00:00,  2.54it/s]\nEpoch 0: |          | 5267/? [34:32<00:00,  2.54it/s]\nEpoch 0: |          | 5267/? [34:32<00:00,  2.54it/s]\nEpoch 0: |          | 5268/? [34:32<00:00,  2.54it/s]\nEpoch 0: |          | 5268/? [34:32<00:00,  2.54it/s]\nEpoch 0: |          | 5269/? [34:32<00:00,  2.54it/s]\nEpoch 0: |          | 5269/? [34:32<00:00,  2.54it/s]\nEpoch 0: |          | 5270/? [34:32<00:00,  2.54it/s]\nEpoch 0: |          | 5270/? [34:32<00:00,  2.54it/s]\nEpoch 0: |          | 5271/? [34:33<00:00,  2.54it/s]\nEpoch 0: |          | 5271/? [34:33<00:00,  2.54it/s]\nEpoch 0: |          | 5272/? [34:33<00:00,  2.54it/s]\nEpoch 0: |          | 5272/? [34:33<00:00,  2.54it/s]\nEpoch 0: |          | 5273/? [34:33<00:00,  2.54it/s]\nEpoch 0: |          | 5273/? [34:33<00:00,  2.54it/s]\nEpoch 0: |          | 5274/? [34:34<00:00,  2.54it/s]\nEpoch 0: |          | 5274/? [34:34<00:00,  2.54it/s]\nEpoch 0: |          | 5275/? [34:34<00:00,  2.54it/s]\nEpoch 0: |          | 5275/? [34:34<00:00,  2.54it/s]\nEpoch 0: |          | 5276/? [34:34<00:00,  2.54it/s]\nEpoch 0: |          | 5276/? [34:34<00:00,  2.54it/s]\nEpoch 0: |          | 5277/? [34:35<00:00,  2.54it/s]\nEpoch 0: |          | 5277/? [34:35<00:00,  2.54it/s]\nEpoch 0: |          | 5278/? [34:35<00:00,  2.54it/s]\nEpoch 0: |          | 5278/? [34:35<00:00,  2.54it/s]\nEpoch 0: |          | 5279/? [34:35<00:00,  2.54it/s]\nEpoch 0: |          | 5279/? [34:35<00:00,  2.54it/s]\nEpoch 0: |          | 5280/? [34:36<00:00,  2.54it/s]\nEpoch 0: |          | 5280/? [34:36<00:00,  2.54it/s]\nEpoch 0: |          | 5281/? [34:36<00:00,  2.54it/s]\nEpoch 0: |          | 5281/? [34:36<00:00,  2.54it/s]\nEpoch 0: |          | 5282/? [34:36<00:00,  2.54it/s]\nEpoch 0: |          | 5282/? [34:36<00:00,  2.54it/s]\nEpoch 0: |          | 5283/? [34:36<00:00,  2.54it/s]\nEpoch 0: |          | 5283/? [34:36<00:00,  2.54it/s]\nEpoch 0: |          | 5284/? [34:37<00:00,  2.54it/s]\nEpoch 0: |          | 5284/? [34:37<00:00,  2.54it/s]\nEpoch 0: |          | 5285/? [34:37<00:00,  2.54it/s]\nEpoch 0: |          | 5285/? [34:37<00:00,  2.54it/s]\nEpoch 0: |          | 5286/? [34:37<00:00,  2.54it/s]\nEpoch 0: |          | 5286/? [34:37<00:00,  2.54it/s]\nEpoch 0: |          | 5287/? [34:38<00:00,  2.54it/s]\nEpoch 0: |          | 5287/? [34:38<00:00,  2.54it/s]\nEpoch 0: |          | 5288/? [34:38<00:00,  2.54it/s]\nEpoch 0: |          | 5288/? [34:38<00:00,  2.54it/s]\nEpoch 0: |          | 5289/? [34:38<00:00,  2.54it/s]\nEpoch 0: |          | 5289/? [34:38<00:00,  2.54it/s]\nEpoch 0: |          | 5290/? [34:39<00:00,  2.54it/s]\nEpoch 0: |          | 5290/? [34:39<00:00,  2.54it/s]\nEpoch 0: |          | 5291/? [34:39<00:00,  2.54it/s]\nEpoch 0: |          | 5291/? [34:39<00:00,  2.54it/s]\nEpoch 0: |          | 5292/? [34:39<00:00,  2.54it/s]\nEpoch 0: |          | 5292/? [34:39<00:00,  2.54it/s]\nEpoch 0: |          | 5293/? [34:40<00:00,  2.54it/s]\nEpoch 0: |          | 5293/? [34:40<00:00,  2.54it/s]\nEpoch 0: |          | 5294/? [34:40<00:00,  2.54it/s]\nEpoch 0: |          | 5294/? [34:40<00:00,  2.54it/s]\nEpoch 0: |          | 5295/? [34:40<00:00,  2.54it/s]\nEpoch 0: |          | 5295/? [34:40<00:00,  2.54it/s]\nEpoch 0: |          | 5296/? [34:40<00:00,  2.54it/s]\nEpoch 0: |          | 5296/? [34:40<00:00,  2.54it/s]\nEpoch 0: |          | 5297/? [34:41<00:00,  2.55it/s]\nEpoch 0: |          | 5297/? [34:41<00:00,  2.55it/s]\nEpoch 0: |          | 5298/? [34:41<00:00,  2.55it/s]\nEpoch 0: |          | 5298/? [34:41<00:00,  2.55it/s]\nEpoch 0: |          | 5299/? [34:41<00:00,  2.55it/s]\nEpoch 0: |          | 5299/? [34:41<00:00,  2.55it/s]\nEpoch 0: |          | 5300/? [34:42<00:00,  2.55it/s]\nEpoch 0: |          | 5300/? [34:42<00:00,  2.55it/s]\nEpoch 0: |          | 5301/? [34:42<00:00,  2.55it/s]\nEpoch 0: |          | 5301/? [34:42<00:00,  2.55it/s]\nEpoch 0: |          | 5302/? [34:42<00:00,  2.55it/s]\nEpoch 0: |          | 5302/? [34:42<00:00,  2.55it/s]\nEpoch 0: |          | 5303/? [34:43<00:00,  2.55it/s]\nEpoch 0: |          | 5303/? [34:43<00:00,  2.55it/s]\nEpoch 0: |          | 5304/? [34:43<00:00,  2.55it/s]\nEpoch 0: |          | 5304/? [34:43<00:00,  2.55it/s]\nEpoch 0: |          | 5305/? [34:43<00:00,  2.55it/s]\nEpoch 0: |          | 5305/? [34:43<00:00,  2.55it/s]\nEpoch 0: |          | 5306/? [34:44<00:00,  2.55it/s]\nEpoch 0: |          | 5306/? [34:44<00:00,  2.55it/s]\nEpoch 0: |          | 5307/? [34:44<00:00,  2.55it/s]\nEpoch 0: |          | 5307/? [34:44<00:00,  2.55it/s]\nEpoch 0: |          | 5308/? [34:44<00:00,  2.55it/s]\nEpoch 0: |          | 5308/? [34:44<00:00,  2.55it/s]\nEpoch 0: |          | 5309/? [34:45<00:00,  2.55it/s]\nEpoch 0: |          | 5309/? [34:45<00:00,  2.55it/s]\nEpoch 0: |          | 5310/? [34:45<00:00,  2.55it/s]\nEpoch 0: |          | 5310/? [34:45<00:00,  2.55it/s]\nEpoch 0: |          | 5311/? [34:45<00:00,  2.55it/s]\nEpoch 0: |          | 5311/? [34:45<00:00,  2.55it/s]\nEpoch 0: |          | 5312/? [34:46<00:00,  2.55it/s]\nEpoch 0: |          | 5312/? [34:46<00:00,  2.55it/s]\nEpoch 0: |          | 5313/? [34:46<00:00,  2.55it/s]\nEpoch 0: |          | 5313/? [34:46<00:00,  2.55it/s]\nEpoch 0: |          | 5314/? [34:46<00:00,  2.55it/s]\nEpoch 0: |          | 5314/? [34:46<00:00,  2.55it/s]\nEpoch 0: |          | 5315/? [34:46<00:00,  2.55it/s]\nEpoch 0: |          | 5315/? [34:46<00:00,  2.55it/s]\nEpoch 0: |          | 5316/? [34:47<00:00,  2.55it/s]\nEpoch 0: |          | 5316/? [34:47<00:00,  2.55it/s]\nEpoch 0: |          | 5317/? [34:47<00:00,  2.55it/s]\nEpoch 0: |          | 5317/? [34:47<00:00,  2.55it/s]\nEpoch 0: |          | 5318/? [34:47<00:00,  2.55it/s]\nEpoch 0: |          | 5318/? [34:47<00:00,  2.55it/s]\nEpoch 0: |          | 5319/? [34:48<00:00,  2.55it/s]\nEpoch 0: |          | 5319/? [34:48<00:00,  2.55it/s]\nEpoch 0: |          | 5320/? [34:48<00:00,  2.55it/s]\nEpoch 0: |          | 5320/? [34:48<00:00,  2.55it/s]\nEpoch 0: |          | 5321/? [34:48<00:00,  2.55it/s]\nEpoch 0: |          | 5321/? [34:48<00:00,  2.55it/s]\nEpoch 0: |          | 5322/? [34:49<00:00,  2.55it/s]\nEpoch 0: |          | 5322/? [34:49<00:00,  2.55it/s]\nEpoch 0: |          | 5323/? [34:49<00:00,  2.55it/s]\nEpoch 0: |          | 5323/? [34:49<00:00,  2.55it/s]\nEpoch 0: |          | 5324/? [34:49<00:00,  2.55it/s]\nEpoch 0: |          | 5324/? [34:49<00:00,  2.55it/s]\nEpoch 0: |          | 5325/? [34:50<00:00,  2.55it/s]\nEpoch 0: |          | 5325/? [34:50<00:00,  2.55it/s]\nEpoch 0: |          | 5326/? [34:50<00:00,  2.55it/s]\nEpoch 0: |          | 5326/? [34:50<00:00,  2.55it/s]\nEpoch 0: |          | 5327/? [34:50<00:00,  2.55it/s]\nEpoch 0: |          | 5327/? [34:50<00:00,  2.55it/s]\nEpoch 0: |          | 5328/? [34:51<00:00,  2.55it/s]\nEpoch 0: |          | 5328/? [34:51<00:00,  2.55it/s]\nEpoch 0: |          | 5329/? [34:51<00:00,  2.55it/s]\nEpoch 0: |          | 5329/? [34:51<00:00,  2.55it/s]\nEpoch 0: |          | 5330/? [34:51<00:00,  2.55it/s]\nEpoch 0: |          | 5330/? [34:51<00:00,  2.55it/s]\nEpoch 0: |          | 5331/? [34:51<00:00,  2.55it/s]\nEpoch 0: |          | 5331/? [34:51<00:00,  2.55it/s]\nEpoch 0: |          | 5332/? [34:52<00:00,  2.55it/s]\nEpoch 0: |          | 5332/? [34:52<00:00,  2.55it/s]\nEpoch 0: |          | 5333/? [34:52<00:00,  2.55it/s]\nEpoch 0: |          | 5333/? [34:52<00:00,  2.55it/s]\nEpoch 0: |          | 5334/? [34:52<00:00,  2.55it/s]\nEpoch 0: |          | 5334/? [34:52<00:00,  2.55it/s]\nEpoch 0: |          | 5335/? [34:53<00:00,  2.55it/s]\nEpoch 0: |          | 5335/? [34:53<00:00,  2.55it/s]\nEpoch 0: |          | 5336/? [34:53<00:00,  2.55it/s]\nEpoch 0: |          | 5336/? [34:53<00:00,  2.55it/s]\nEpoch 0: |          | 5337/? [34:53<00:00,  2.55it/s]\nEpoch 0: |          | 5337/? [34:53<00:00,  2.55it/s]\nEpoch 0: |          | 5338/? [34:54<00:00,  2.55it/s]\nEpoch 0: |          | 5338/? [34:54<00:00,  2.55it/s]\nEpoch 0: |          | 5339/? [34:54<00:00,  2.55it/s]\nEpoch 0: |          | 5339/? [34:54<00:00,  2.55it/s]\nEpoch 0: |          | 5340/? [34:54<00:00,  2.55it/s]\nEpoch 0: |          | 5340/? [34:54<00:00,  2.55it/s]\nEpoch 0: |          | 5341/? [34:55<00:00,  2.55it/s]\nEpoch 0: |          | 5341/? [34:55<00:00,  2.55it/s]\nEpoch 0: |          | 5342/? [34:55<00:00,  2.55it/s]\nEpoch 0: |          | 5342/? [34:55<00:00,  2.55it/s]\nEpoch 0: |          | 5343/? [34:55<00:00,  2.55it/s]\nEpoch 0: |          | 5343/? [34:55<00:00,  2.55it/s]\nEpoch 0: |          | 5344/? [34:56<00:00,  2.55it/s]\nEpoch 0: |          | 5344/? [34:56<00:00,  2.55it/s]\nEpoch 0: |          | 5345/? [34:56<00:00,  2.55it/s]\nEpoch 0: |          | 5345/? [34:56<00:00,  2.55it/s]\nEpoch 0: |          | 5346/? [34:56<00:00,  2.55it/s]\nEpoch 0: |          | 5346/? [34:56<00:00,  2.55it/s]\nEpoch 0: |          | 5347/? [34:57<00:00,  2.55it/s]\nEpoch 0: |          | 5347/? [34:57<00:00,  2.55it/s]\nEpoch 0: |          | 5348/? [34:57<00:00,  2.55it/s]\nEpoch 0: |          | 5348/? [34:57<00:00,  2.55it/s]\nEpoch 0: |          | 5349/? [34:57<00:00,  2.55it/s]\nEpoch 0: |          | 5349/? [34:57<00:00,  2.55it/s]\nEpoch 0: |          | 5350/? [34:57<00:00,  2.55it/s]\nEpoch 0: |          | 5350/? [34:57<00:00,  2.55it/s]\nEpoch 0: |          | 5351/? [34:58<00:00,  2.55it/s]\nEpoch 0: |          | 5351/? [34:58<00:00,  2.55it/s]\nEpoch 0: |          | 5352/? [34:58<00:00,  2.55it/s]\nEpoch 0: |          | 5352/? [34:58<00:00,  2.55it/s]\nEpoch 0: |          | 5353/? [34:58<00:00,  2.55it/s]\nEpoch 0: |          | 5353/? [34:58<00:00,  2.55it/s]\nEpoch 0: |          | 5354/? [34:59<00:00,  2.55it/s]\nEpoch 0: |          | 5354/? [34:59<00:00,  2.55it/s]\nEpoch 0: |          | 5355/? [34:59<00:00,  2.55it/s]\nEpoch 0: |          | 5355/? [34:59<00:00,  2.55it/s]\nEpoch 0: |          | 5356/? [34:59<00:00,  2.55it/s]\nEpoch 0: |          | 5356/? [34:59<00:00,  2.55it/s]\nEpoch 0: |          | 5357/? [35:00<00:00,  2.55it/s]\nEpoch 0: |          | 5357/? [35:00<00:00,  2.55it/s]\nEpoch 0: |          | 5358/? [35:00<00:00,  2.55it/s]\nEpoch 0: |          | 5358/? [35:00<00:00,  2.55it/s]\nEpoch 0: |          | 5359/? [35:00<00:00,  2.55it/s]\nEpoch 0: |          | 5359/? [35:00<00:00,  2.55it/s]\nEpoch 0: |          | 5360/? [35:01<00:00,  2.55it/s]\nEpoch 0: |          | 5360/? [35:01<00:00,  2.55it/s]\nEpoch 0: |          | 5361/? [35:01<00:00,  2.55it/s]\nEpoch 0: |          | 5361/? [35:01<00:00,  2.55it/s]\nEpoch 0: |          | 5362/? [35:01<00:00,  2.55it/s]\nEpoch 0: |          | 5362/? [35:01<00:00,  2.55it/s]\nEpoch 0: |          | 5363/? [35:01<00:00,  2.55it/s]\nEpoch 0: |          | 5363/? [35:01<00:00,  2.55it/s]\nEpoch 0: |          | 5364/? [35:02<00:00,  2.55it/s]\nEpoch 0: |          | 5364/? [35:02<00:00,  2.55it/s]\nEpoch 0: |          | 5365/? [35:02<00:00,  2.55it/s]\nEpoch 0: |          | 5365/? [35:02<00:00,  2.55it/s]\nEpoch 0: |          | 5366/? [35:02<00:00,  2.55it/s]\nEpoch 0: |          | 5366/? [35:02<00:00,  2.55it/s]\nEpoch 0: |          | 5367/? [35:03<00:00,  2.55it/s]\nEpoch 0: |          | 5367/? [35:03<00:00,  2.55it/s]\nEpoch 0: |          | 5368/? [35:03<00:00,  2.55it/s]\nEpoch 0: |          | 5368/? [35:03<00:00,  2.55it/s]\nEpoch 0: |          | 5369/? [35:03<00:00,  2.55it/s]\nEpoch 0: |          | 5369/? [35:03<00:00,  2.55it/s]\nEpoch 0: |          | 5370/? [35:04<00:00,  2.55it/s]\nEpoch 0: |          | 5370/? [35:04<00:00,  2.55it/s]\nEpoch 0: |          | 5371/? [35:04<00:00,  2.55it/s]\nEpoch 0: |          | 5371/? [35:04<00:00,  2.55it/s]\nEpoch 0: |          | 5372/? [35:04<00:00,  2.55it/s]\nEpoch 0: |          | 5372/? [35:04<00:00,  2.55it/s]\nEpoch 0: |          | 5373/? [35:05<00:00,  2.55it/s]\nEpoch 0: |          | 5373/? [35:05<00:00,  2.55it/s]\nEpoch 0: |          | 5374/? [35:05<00:00,  2.55it/s]\nEpoch 0: |          | 5374/? [35:05<00:00,  2.55it/s]\nEpoch 0: |          | 5375/? [35:05<00:00,  2.55it/s]\nEpoch 0: |          | 5375/? [35:05<00:00,  2.55it/s]\nEpoch 0: |          | 5376/? [35:05<00:00,  2.55it/s]\nEpoch 0: |          | 5376/? [35:05<00:00,  2.55it/s]\nEpoch 0: |          | 5377/? [35:06<00:00,  2.55it/s]\nEpoch 0: |          | 5377/? [35:06<00:00,  2.55it/s]\nEpoch 0: |          | 5378/? [35:06<00:00,  2.55it/s]\nEpoch 0: |          | 5378/? [35:06<00:00,  2.55it/s]\nEpoch 0: |          | 5379/? [35:06<00:00,  2.55it/s]\nEpoch 0: |          | 5379/? [35:06<00:00,  2.55it/s]\nEpoch 0: |          | 5380/? [35:07<00:00,  2.55it/s]\nEpoch 0: |          | 5380/? [35:07<00:00,  2.55it/s]\nEpoch 0: |          | 5381/? [35:07<00:00,  2.55it/s]\nEpoch 0: |          | 5381/? [35:07<00:00,  2.55it/s]\nEpoch 0: |          | 5382/? [35:07<00:00,  2.55it/s]\nEpoch 0: |          | 5382/? [35:07<00:00,  2.55it/s]\nEpoch 0: |          | 5383/? [35:08<00:00,  2.55it/s]\nEpoch 0: |          | 5383/? [35:08<00:00,  2.55it/s]\nEpoch 0: |          | 5384/? [35:08<00:00,  2.55it/s]\nEpoch 0: |          | 5384/? [35:08<00:00,  2.55it/s]\nEpoch 0: |          | 5385/? [35:08<00:00,  2.55it/s]\nEpoch 0: |          | 5385/? [35:08<00:00,  2.55it/s]\nEpoch 0: |          | 5386/? [35:08<00:00,  2.55it/s]\nEpoch 0: |          | 5386/? [35:08<00:00,  2.55it/s]\nEpoch 0: |          | 5387/? [35:09<00:00,  2.55it/s]\nEpoch 0: |          | 5387/? [35:09<00:00,  2.55it/s]\nEpoch 0: |          | 5388/? [35:09<00:00,  2.55it/s]\nEpoch 0: |          | 5388/? [35:09<00:00,  2.55it/s]\nEpoch 0: |          | 5389/? [35:09<00:00,  2.55it/s]\nEpoch 0: |          | 5389/? [35:09<00:00,  2.55it/s]\nEpoch 0: |          | 5390/? [35:10<00:00,  2.55it/s]\nEpoch 0: |          | 5390/? [35:10<00:00,  2.55it/s]\nEpoch 0: |          | 5391/? [35:10<00:00,  2.55it/s]\nEpoch 0: |          | 5391/? [35:10<00:00,  2.55it/s]\nEpoch 0: |          | 5392/? [35:10<00:00,  2.55it/s]\nEpoch 0: |          | 5392/? [35:10<00:00,  2.55it/s]\nEpoch 0: |          | 5393/? [35:11<00:00,  2.55it/s]\nEpoch 0: |          | 5393/? [35:11<00:00,  2.55it/s]\nEpoch 0: |          | 5394/? [35:11<00:00,  2.55it/s]\nEpoch 0: |          | 5394/? [35:11<00:00,  2.55it/s]\nEpoch 0: |          | 5395/? [35:11<00:00,  2.55it/s]\nEpoch 0: |          | 5395/? [35:11<00:00,  2.55it/s]\nEpoch 0: |          | 5396/? [35:12<00:00,  2.55it/s]\nEpoch 0: |          | 5396/? [35:12<00:00,  2.55it/s]\nEpoch 0: |          | 5397/? [35:12<00:00,  2.56it/s]\nEpoch 0: |          | 5397/? [35:12<00:00,  2.56it/s]\nEpoch 0: |          | 5398/? [35:12<00:00,  2.56it/s]\nEpoch 0: |          | 5398/? [35:12<00:00,  2.56it/s]\nEpoch 0: |          | 5399/? [35:12<00:00,  2.56it/s]\nEpoch 0: |          | 5399/? [35:12<00:00,  2.56it/s]\nEpoch 0: |          | 5400/? [35:13<00:00,  2.56it/s]\nEpoch 0: |          | 5400/? [35:13<00:00,  2.56it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.04it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.75it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.34it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.54it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 5400/? [35:13<00:00,  2.55it/s]\nEpoch 0: |          | 5401/? [35:13<00:00,  2.55it/s]\nEpoch 0: |          | 5401/? [35:13<00:00,  2.55it/s]\nEpoch 0: |          | 5402/? [35:14<00:00,  2.56it/s]\nEpoch 0: |          | 5402/? [35:14<00:00,  2.56it/s]\nEpoch 0: |          | 5403/? [35:14<00:00,  2.56it/s]\nEpoch 0: |          | 5403/? [35:14<00:00,  2.56it/s]\nEpoch 0: |          | 5404/? [35:14<00:00,  2.56it/s]\nEpoch 0: |          | 5404/? [35:14<00:00,  2.56it/s]\nEpoch 0: |          | 5405/? [35:15<00:00,  2.56it/s]\nEpoch 0: |          | 5405/? [35:15<00:00,  2.56it/s]\nEpoch 0: |          | 5406/? [35:15<00:00,  2.56it/s]\nEpoch 0: |          | 5406/? [35:15<00:00,  2.56it/s]\nEpoch 0: |          | 5407/? [35:15<00:00,  2.56it/s]\nEpoch 0: |          | 5407/? [35:15<00:00,  2.56it/s]\nEpoch 0: |          | 5408/? [35:16<00:00,  2.56it/s]\nEpoch 0: |          | 5408/? [35:16<00:00,  2.56it/s]\nEpoch 0: |          | 5409/? [35:16<00:00,  2.56it/s]\nEpoch 0: |          | 5409/? [35:16<00:00,  2.56it/s]\nEpoch 0: |          | 5410/? [35:16<00:00,  2.56it/s]\nEpoch 0: |          | 5410/? [35:16<00:00,  2.56it/s]\nEpoch 0: |          | 5411/? [35:17<00:00,  2.56it/s]\nEpoch 0: |          | 5411/? [35:17<00:00,  2.56it/s]\nEpoch 0: |          | 5412/? [35:17<00:00,  2.56it/s]\nEpoch 0: |          | 5412/? [35:17<00:00,  2.56it/s]\nEpoch 0: |          | 5413/? [35:17<00:00,  2.56it/s]\nEpoch 0: |          | 5413/? [35:17<00:00,  2.56it/s]\nEpoch 0: |          | 5414/? [35:17<00:00,  2.56it/s]\nEpoch 0: |          | 5414/? [35:17<00:00,  2.56it/s]\nEpoch 0: |          | 5415/? [35:18<00:00,  2.56it/s]\nEpoch 0: |          | 5415/? [35:18<00:00,  2.56it/s]\nEpoch 0: |          | 5416/? [35:18<00:00,  2.56it/s]\nEpoch 0: |          | 5416/? [35:18<00:00,  2.56it/s]\nEpoch 0: |          | 5417/? [35:18<00:00,  2.56it/s]\nEpoch 0: |          | 5417/? [35:18<00:00,  2.56it/s]\nEpoch 0: |          | 5418/? [35:19<00:00,  2.56it/s]\nEpoch 0: |          | 5418/? [35:19<00:00,  2.56it/s]\nEpoch 0: |          | 5419/? [35:19<00:00,  2.56it/s]\nEpoch 0: |          | 5419/? [35:19<00:00,  2.56it/s]\nEpoch 0: |          | 5420/? [35:19<00:00,  2.56it/s]\nEpoch 0: |          | 5420/? [35:19<00:00,  2.56it/s]\nEpoch 0: |          | 5421/? [35:20<00:00,  2.56it/s]\nEpoch 0: |          | 5421/? [35:20<00:00,  2.56it/s]\nEpoch 0: |          | 5422/? [35:20<00:00,  2.56it/s]\nEpoch 0: |          | 5422/? [35:20<00:00,  2.56it/s]\nEpoch 0: |          | 5423/? [35:20<00:00,  2.56it/s]\nEpoch 0: |          | 5423/? [35:20<00:00,  2.56it/s]\nEpoch 0: |          | 5424/? [35:21<00:00,  2.56it/s]\nEpoch 0: |          | 5424/? [35:21<00:00,  2.56it/s]\nEpoch 0: |          | 5425/? [35:21<00:00,  2.56it/s]\nEpoch 0: |          | 5425/? [35:21<00:00,  2.56it/s]\nEpoch 0: |          | 5426/? [35:21<00:00,  2.56it/s]\nEpoch 0: |          | 5426/? [35:21<00:00,  2.56it/s]\nEpoch 0: |          | 5427/? [35:21<00:00,  2.56it/s]\nEpoch 0: |          | 5427/? [35:21<00:00,  2.56it/s]\nEpoch 0: |          | 5428/? [35:22<00:00,  2.56it/s]\nEpoch 0: |          | 5428/? [35:22<00:00,  2.56it/s]\nEpoch 0: |          | 5429/? [35:22<00:00,  2.56it/s]\nEpoch 0: |          | 5429/? [35:22<00:00,  2.56it/s]\nEpoch 0: |          | 5430/? [35:22<00:00,  2.56it/s]\nEpoch 0: |          | 5430/? [35:22<00:00,  2.56it/s]\nEpoch 0: |          | 5431/? [35:23<00:00,  2.56it/s]\nEpoch 0: |          | 5431/? [35:23<00:00,  2.56it/s]\nEpoch 0: |          | 5432/? [35:23<00:00,  2.56it/s]\nEpoch 0: |          | 5432/? [35:23<00:00,  2.56it/s]\nEpoch 0: |          | 5433/? [35:23<00:00,  2.56it/s]\nEpoch 0: |          | 5433/? [35:23<00:00,  2.56it/s]\nEpoch 0: |          | 5434/? [35:24<00:00,  2.56it/s]\nEpoch 0: |          | 5434/? [35:24<00:00,  2.56it/s]\nEpoch 0: |          | 5435/? [35:24<00:00,  2.56it/s]\nEpoch 0: |          | 5435/? [35:24<00:00,  2.56it/s]\nEpoch 0: |          | 5436/? [35:24<00:00,  2.56it/s]\nEpoch 0: |          | 5436/? [35:24<00:00,  2.56it/s]\nEpoch 0: |          | 5437/? [35:24<00:00,  2.56it/s]\nEpoch 0: |          | 5437/? [35:24<00:00,  2.56it/s]\nEpoch 0: |          | 5438/? [35:25<00:00,  2.56it/s]\nEpoch 0: |          | 5438/? [35:25<00:00,  2.56it/s]\nEpoch 0: |          | 5439/? [35:25<00:00,  2.56it/s]\nEpoch 0: |          | 5439/? [35:25<00:00,  2.56it/s]\nEpoch 0: |          | 5440/? [35:25<00:00,  2.56it/s]\nEpoch 0: |          | 5440/? [35:25<00:00,  2.56it/s]\nEpoch 0: |          | 5441/? [35:26<00:00,  2.56it/s]\nEpoch 0: |          | 5441/? [35:26<00:00,  2.56it/s]\nEpoch 0: |          | 5442/? [35:26<00:00,  2.56it/s]\nEpoch 0: |          | 5442/? [35:26<00:00,  2.56it/s]\nEpoch 0: |          | 5443/? [35:26<00:00,  2.56it/s]\nEpoch 0: |          | 5443/? [35:26<00:00,  2.56it/s]\nEpoch 0: |          | 5444/? [35:27<00:00,  2.56it/s]\nEpoch 0: |          | 5444/? [35:27<00:00,  2.56it/s]\nEpoch 0: |          | 5445/? [35:27<00:00,  2.56it/s]\nEpoch 0: |          | 5445/? [35:27<00:00,  2.56it/s]\nEpoch 0: |          | 5446/? [35:27<00:00,  2.56it/s]\nEpoch 0: |          | 5446/? [35:27<00:00,  2.56it/s]\nEpoch 0: |          | 5447/? [35:28<00:00,  2.56it/s]\nEpoch 0: |          | 5447/? [35:28<00:00,  2.56it/s]\nEpoch 0: |          | 5448/? [35:28<00:00,  2.56it/s]\nEpoch 0: |          | 5448/? [35:28<00:00,  2.56it/s]\nEpoch 0: |          | 5449/? [35:28<00:00,  2.56it/s]\nEpoch 0: |          | 5449/? [35:28<00:00,  2.56it/s]\nEpoch 0: |          | 5450/? [35:29<00:00,  2.56it/s]\nEpoch 0: |          | 5450/? [35:29<00:00,  2.56it/s]\nEpoch 0: |          | 5451/? [35:29<00:00,  2.56it/s]\nEpoch 0: |          | 5451/? [35:29<00:00,  2.56it/s]\nEpoch 0: |          | 5452/? [35:29<00:00,  2.56it/s]\nEpoch 0: |          | 5452/? [35:29<00:00,  2.56it/s]\nEpoch 0: |          | 5453/? [35:29<00:00,  2.56it/s]\nEpoch 0: |          | 5453/? [35:29<00:00,  2.56it/s]\nEpoch 0: |          | 5454/? [35:30<00:00,  2.56it/s]\nEpoch 0: |          | 5454/? [35:30<00:00,  2.56it/s]\nEpoch 0: |          | 5455/? [35:30<00:00,  2.56it/s]\nEpoch 0: |          | 5455/? [35:30<00:00,  2.56it/s]\nEpoch 0: |          | 5456/? [35:30<00:00,  2.56it/s]\nEpoch 0: |          | 5456/? [35:30<00:00,  2.56it/s]\nEpoch 0: |          | 5457/? [35:31<00:00,  2.56it/s]\nEpoch 0: |          | 5457/? [35:31<00:00,  2.56it/s]\nEpoch 0: |          | 5458/? [35:31<00:00,  2.56it/s]\nEpoch 0: |          | 5458/? [35:31<00:00,  2.56it/s]\nEpoch 0: |          | 5459/? [35:31<00:00,  2.56it/s]\nEpoch 0: |          | 5459/? [35:31<00:00,  2.56it/s]\nEpoch 0: |          | 5460/? [35:32<00:00,  2.56it/s]\nEpoch 0: |          | 5460/? [35:32<00:00,  2.56it/s]\nEpoch 0: |          | 5461/? [35:32<00:00,  2.56it/s]\nEpoch 0: |          | 5461/? [35:32<00:00,  2.56it/s]\nEpoch 0: |          | 5462/? [35:32<00:00,  2.56it/s]\nEpoch 0: |          | 5462/? [35:32<00:00,  2.56it/s]\nEpoch 0: |          | 5463/? [35:32<00:00,  2.56it/s]\nEpoch 0: |          | 5463/? [35:32<00:00,  2.56it/s]\nEpoch 0: |          | 5464/? [35:33<00:00,  2.56it/s]\nEpoch 0: |          | 5464/? [35:33<00:00,  2.56it/s]\nEpoch 0: |          | 5465/? [35:33<00:00,  2.56it/s]\nEpoch 0: |          | 5465/? [35:33<00:00,  2.56it/s]\nEpoch 0: |          | 5466/? [35:33<00:00,  2.56it/s]\nEpoch 0: |          | 5466/? [35:33<00:00,  2.56it/s]\nEpoch 0: |          | 5467/? [35:34<00:00,  2.56it/s]\nEpoch 0: |          | 5467/? [35:34<00:00,  2.56it/s]\nEpoch 0: |          | 5468/? [35:34<00:00,  2.56it/s]\nEpoch 0: |          | 5468/? [35:34<00:00,  2.56it/s]\nEpoch 0: |          | 5469/? [35:34<00:00,  2.56it/s]\nEpoch 0: |          | 5469/? [35:34<00:00,  2.56it/s]\nEpoch 0: |          | 5470/? [35:35<00:00,  2.56it/s]\nEpoch 0: |          | 5470/? [35:35<00:00,  2.56it/s]\nEpoch 0: |          | 5471/? [35:35<00:00,  2.56it/s]\nEpoch 0: |          | 5471/? [35:35<00:00,  2.56it/s]\nEpoch 0: |          | 5472/? [35:35<00:00,  2.56it/s]\nEpoch 0: |          | 5472/? [35:35<00:00,  2.56it/s]\nEpoch 0: |          | 5473/? [35:36<00:00,  2.56it/s]\nEpoch 0: |          | 5473/? [35:36<00:00,  2.56it/s]\nEpoch 0: |          | 5474/? [35:36<00:00,  2.56it/s]\nEpoch 0: |          | 5474/? [35:36<00:00,  2.56it/s]\nEpoch 0: |          | 5475/? [35:36<00:00,  2.56it/s]\nEpoch 0: |          | 5475/? [35:36<00:00,  2.56it/s]\nEpoch 0: |          | 5476/? [35:36<00:00,  2.56it/s]\nEpoch 0: |          | 5476/? [35:36<00:00,  2.56it/s]\nEpoch 0: |          | 5477/? [35:37<00:00,  2.56it/s]\nEpoch 0: |          | 5477/? [35:37<00:00,  2.56it/s]\nEpoch 0: |          | 5478/? [35:37<00:00,  2.56it/s]\nEpoch 0: |          | 5478/? [35:37<00:00,  2.56it/s]\nEpoch 0: |          | 5479/? [35:37<00:00,  2.56it/s]\nEpoch 0: |          | 5479/? [35:37<00:00,  2.56it/s]\nEpoch 0: |          | 5480/? [35:38<00:00,  2.56it/s]\nEpoch 0: |          | 5480/? [35:38<00:00,  2.56it/s]\nEpoch 0: |          | 5481/? [35:38<00:00,  2.56it/s]\nEpoch 0: |          | 5481/? [35:38<00:00,  2.56it/s]\nEpoch 0: |          | 5482/? [35:38<00:00,  2.56it/s]\nEpoch 0: |          | 5482/? [35:38<00:00,  2.56it/s]\nEpoch 0: |          | 5483/? [35:39<00:00,  2.56it/s]\nEpoch 0: |          | 5483/? [35:39<00:00,  2.56it/s]\nEpoch 0: |          | 5484/? [35:39<00:00,  2.56it/s]\nEpoch 0: |          | 5484/? [35:39<00:00,  2.56it/s]\nEpoch 0: |          | 5485/? [35:39<00:00,  2.56it/s]\nEpoch 0: |          | 5485/? [35:39<00:00,  2.56it/s]\nEpoch 0: |          | 5486/? [35:39<00:00,  2.56it/s]\nEpoch 0: |          | 5486/? [35:39<00:00,  2.56it/s]\nEpoch 0: |          | 5487/? [35:40<00:00,  2.56it/s]\nEpoch 0: |          | 5487/? [35:40<00:00,  2.56it/s]\nEpoch 0: |          | 5488/? [35:40<00:00,  2.56it/s]\nEpoch 0: |          | 5488/? [35:40<00:00,  2.56it/s]\nEpoch 0: |          | 5489/? [35:40<00:00,  2.56it/s]\nEpoch 0: |          | 5489/? [35:40<00:00,  2.56it/s]\nEpoch 0: |          | 5490/? [35:41<00:00,  2.56it/s]\nEpoch 0: |          | 5490/? [35:41<00:00,  2.56it/s]\nEpoch 0: |          | 5491/? [35:41<00:00,  2.56it/s]\nEpoch 0: |          | 5491/? [35:41<00:00,  2.56it/s]\nEpoch 0: |          | 5492/? [35:41<00:00,  2.56it/s]\nEpoch 0: |          | 5492/? [35:41<00:00,  2.56it/s]\nEpoch 0: |          | 5493/? [35:42<00:00,  2.56it/s]\nEpoch 0: |          | 5493/? [35:42<00:00,  2.56it/s]\nEpoch 0: |          | 5494/? [35:42<00:00,  2.56it/s]\nEpoch 0: |          | 5494/? [35:42<00:00,  2.56it/s]\nEpoch 0: |          | 5495/? [35:42<00:00,  2.56it/s]\nEpoch 0: |          | 5495/? [35:42<00:00,  2.56it/s]\nEpoch 0: |          | 5496/? [35:42<00:00,  2.56it/s]\nEpoch 0: |          | 5496/? [35:42<00:00,  2.56it/s]\nEpoch 0: |          | 5497/? [35:43<00:00,  2.56it/s]\nEpoch 0: |          | 5497/? [35:43<00:00,  2.56it/s]\nEpoch 0: |          | 5498/? [35:43<00:00,  2.56it/s]\nEpoch 0: |          | 5498/? [35:43<00:00,  2.56it/s]\nEpoch 0: |          | 5499/? [35:43<00:00,  2.56it/s]\nEpoch 0: |          | 5499/? [35:43<00:00,  2.56it/s]\nEpoch 0: |          | 5500/? [35:44<00:00,  2.57it/s]\nEpoch 0: |          | 5500/? [35:44<00:00,  2.57it/s]\nEpoch 0: |          | 5501/? [35:44<00:00,  2.57it/s]\nEpoch 0: |          | 5501/? [35:44<00:00,  2.57it/s]\nEpoch 0: |          | 5502/? [35:44<00:00,  2.57it/s]\nEpoch 0: |          | 5502/? [35:44<00:00,  2.57it/s]\nEpoch 0: |          | 5503/? [35:45<00:00,  2.57it/s]\nEpoch 0: |          | 5503/? [35:45<00:00,  2.57it/s]\nEpoch 0: |          | 5504/? [35:45<00:00,  2.57it/s]\nEpoch 0: |          | 5504/? [35:45<00:00,  2.57it/s]\nEpoch 0: |          | 5505/? [35:45<00:00,  2.57it/s]\nEpoch 0: |          | 5505/? [35:45<00:00,  2.57it/s]\nEpoch 0: |          | 5506/? [35:46<00:00,  2.57it/s]\nEpoch 0: |          | 5506/? [35:46<00:00,  2.57it/s]\nEpoch 0: |          | 5507/? [35:46<00:00,  2.57it/s]\nEpoch 0: |          | 5507/? [35:46<00:00,  2.57it/s]\nEpoch 0: |          | 5508/? [35:46<00:00,  2.57it/s]\nEpoch 0: |          | 5508/? [35:46<00:00,  2.57it/s]\nEpoch 0: |          | 5509/? [35:46<00:00,  2.57it/s]\nEpoch 0: |          | 5509/? [35:46<00:00,  2.57it/s]\nEpoch 0: |          | 5510/? [35:47<00:00,  2.57it/s]\nEpoch 0: |          | 5510/? [35:47<00:00,  2.57it/s]\nEpoch 0: |          | 5511/? [35:47<00:00,  2.57it/s]\nEpoch 0: |          | 5511/? [35:47<00:00,  2.57it/s]\nEpoch 0: |          | 5512/? [35:47<00:00,  2.57it/s]\nEpoch 0: |          | 5512/? [35:47<00:00,  2.57it/s]\nEpoch 0: |          | 5513/? [35:48<00:00,  2.57it/s]\nEpoch 0: |          | 5513/? [35:48<00:00,  2.57it/s]\nEpoch 0: |          | 5514/? [35:48<00:00,  2.57it/s]\nEpoch 0: |          | 5514/? [35:48<00:00,  2.57it/s]\nEpoch 0: |          | 5515/? [35:48<00:00,  2.57it/s]\nEpoch 0: |          | 5515/? [35:48<00:00,  2.57it/s]\nEpoch 0: |          | 5516/? [35:49<00:00,  2.57it/s]\nEpoch 0: |          | 5516/? [35:49<00:00,  2.57it/s]\nEpoch 0: |          | 5517/? [35:49<00:00,  2.57it/s]\nEpoch 0: |          | 5517/? [35:49<00:00,  2.57it/s]\nEpoch 0: |          | 5518/? [35:49<00:00,  2.57it/s]\nEpoch 0: |          | 5518/? [35:49<00:00,  2.57it/s]\nEpoch 0: |          | 5519/? [35:50<00:00,  2.57it/s]\nEpoch 0: |          | 5519/? [35:50<00:00,  2.57it/s]\nEpoch 0: |          | 5520/? [35:50<00:00,  2.57it/s]\nEpoch 0: |          | 5520/? [35:50<00:00,  2.57it/s]\nEpoch 0: |          | 5521/? [35:50<00:00,  2.57it/s]\nEpoch 0: |          | 5521/? [35:50<00:00,  2.57it/s]\nEpoch 0: |          | 5522/? [35:50<00:00,  2.57it/s]\nEpoch 0: |          | 5522/? [35:50<00:00,  2.57it/s]\nEpoch 0: |          | 5523/? [35:51<00:00,  2.57it/s]\nEpoch 0: |          | 5523/? [35:51<00:00,  2.57it/s]\nEpoch 0: |          | 5524/? [35:51<00:00,  2.57it/s]\nEpoch 0: |          | 5524/? [35:51<00:00,  2.57it/s]\nEpoch 0: |          | 5525/? [35:51<00:00,  2.57it/s]\nEpoch 0: |          | 5525/? [35:51<00:00,  2.57it/s]\nEpoch 0: |          | 5526/? [35:52<00:00,  2.57it/s]\nEpoch 0: |          | 5526/? [35:52<00:00,  2.57it/s]\nEpoch 0: |          | 5527/? [35:52<00:00,  2.57it/s]\nEpoch 0: |          | 5527/? [35:52<00:00,  2.57it/s]\nEpoch 0: |          | 5528/? [35:52<00:00,  2.57it/s]\nEpoch 0: |          | 5528/? [35:52<00:00,  2.57it/s]\nEpoch 0: |          | 5529/? [35:53<00:00,  2.57it/s]\nEpoch 0: |          | 5529/? [35:53<00:00,  2.57it/s]\nEpoch 0: |          | 5530/? [35:53<00:00,  2.57it/s]\nEpoch 0: |          | 5530/? [35:53<00:00,  2.57it/s]\nEpoch 0: |          | 5531/? [35:53<00:00,  2.57it/s]\nEpoch 0: |          | 5531/? [35:53<00:00,  2.57it/s]\nEpoch 0: |          | 5532/? [35:53<00:00,  2.57it/s]\nEpoch 0: |          | 5532/? [35:53<00:00,  2.57it/s]\nEpoch 0: |          | 5533/? [35:54<00:00,  2.57it/s]\nEpoch 0: |          | 5533/? [35:54<00:00,  2.57it/s]\nEpoch 0: |          | 5534/? [35:54<00:00,  2.57it/s]\nEpoch 0: |          | 5534/? [35:54<00:00,  2.57it/s]\nEpoch 0: |          | 5535/? [35:54<00:00,  2.57it/s]\nEpoch 0: |          | 5535/? [35:54<00:00,  2.57it/s]\nEpoch 0: |          | 5536/? [35:55<00:00,  2.57it/s]\nEpoch 0: |          | 5536/? [35:55<00:00,  2.57it/s]\nEpoch 0: |          | 5537/? [35:55<00:00,  2.57it/s]\nEpoch 0: |          | 5537/? [35:55<00:00,  2.57it/s]\nEpoch 0: |          | 5538/? [35:55<00:00,  2.57it/s]\nEpoch 0: |          | 5538/? [35:55<00:00,  2.57it/s]\nEpoch 0: |          | 5539/? [35:56<00:00,  2.57it/s]\nEpoch 0: |          | 5539/? [35:56<00:00,  2.57it/s]\nEpoch 0: |          | 5540/? [35:56<00:00,  2.57it/s]\nEpoch 0: |          | 5540/? [35:56<00:00,  2.57it/s]\nEpoch 0: |          | 5541/? [35:56<00:00,  2.57it/s]\nEpoch 0: |          | 5541/? [35:56<00:00,  2.57it/s]\nEpoch 0: |          | 5542/? [35:57<00:00,  2.57it/s]\nEpoch 0: |          | 5542/? [35:57<00:00,  2.57it/s]\nEpoch 0: |          | 5543/? [35:57<00:00,  2.57it/s]\nEpoch 0: |          | 5543/? [35:57<00:00,  2.57it/s]\nEpoch 0: |          | 5544/? [35:57<00:00,  2.57it/s]\nEpoch 0: |          | 5544/? [35:57<00:00,  2.57it/s]\nEpoch 0: |          | 5545/? [35:57<00:00,  2.57it/s]\nEpoch 0: |          | 5545/? [35:57<00:00,  2.57it/s]\nEpoch 0: |          | 5546/? [35:58<00:00,  2.57it/s]\nEpoch 0: |          | 5546/? [35:58<00:00,  2.57it/s]\nEpoch 0: |          | 5547/? [35:58<00:00,  2.57it/s]\nEpoch 0: |          | 5547/? [35:58<00:00,  2.57it/s]\nEpoch 0: |          | 5548/? [35:58<00:00,  2.57it/s]\nEpoch 0: |          | 5548/? [35:58<00:00,  2.57it/s]\nEpoch 0: |          | 5549/? [35:59<00:00,  2.57it/s]\nEpoch 0: |          | 5549/? [35:59<00:00,  2.57it/s]\nEpoch 0: |          | 5550/? [35:59<00:00,  2.57it/s]\nEpoch 0: |          | 5550/? [35:59<00:00,  2.57it/s]\nEpoch 0: |          | 5551/? [35:59<00:00,  2.57it/s]\nEpoch 0: |          | 5551/? [35:59<00:00,  2.57it/s]\nEpoch 0: |          | 5552/? [36:00<00:00,  2.57it/s]\nEpoch 0: |          | 5552/? [36:00<00:00,  2.57it/s]\nEpoch 0: |          | 5553/? [36:00<00:00,  2.57it/s]\nEpoch 0: |          | 5553/? [36:00<00:00,  2.57it/s]\nEpoch 0: |          | 5554/? [36:00<00:00,  2.57it/s]\nEpoch 0: |          | 5554/? [36:00<00:00,  2.57it/s]\nEpoch 0: |          | 5555/? [36:00<00:00,  2.57it/s]\nEpoch 0: |          | 5555/? [36:00<00:00,  2.57it/s]\nEpoch 0: |          | 5556/? [36:01<00:00,  2.57it/s]\nEpoch 0: |          | 5556/? [36:01<00:00,  2.57it/s]\nEpoch 0: |          | 5557/? [36:01<00:00,  2.57it/s]\nEpoch 0: |          | 5557/? [36:01<00:00,  2.57it/s]\nEpoch 0: |          | 5558/? [36:01<00:00,  2.57it/s]\nEpoch 0: |          | 5558/? [36:01<00:00,  2.57it/s]\nEpoch 0: |          | 5559/? [36:02<00:00,  2.57it/s]\nEpoch 0: |          | 5559/? [36:02<00:00,  2.57it/s]\nEpoch 0: |          | 5560/? [36:02<00:00,  2.57it/s]\nEpoch 0: |          | 5560/? [36:02<00:00,  2.57it/s]\nEpoch 0: |          | 5561/? [36:02<00:00,  2.57it/s]\nEpoch 0: |          | 5561/? [36:02<00:00,  2.57it/s]\nEpoch 0: |          | 5562/? [36:03<00:00,  2.57it/s]\nEpoch 0: |          | 5562/? [36:03<00:00,  2.57it/s]\nEpoch 0: |          | 5563/? [36:03<00:00,  2.57it/s]\nEpoch 0: |          | 5563/? [36:03<00:00,  2.57it/s]\nEpoch 0: |          | 5564/? [36:03<00:00,  2.57it/s]\nEpoch 0: |          | 5564/? [36:03<00:00,  2.57it/s]\nEpoch 0: |          | 5565/? [36:04<00:00,  2.57it/s]\nEpoch 0: |          | 5565/? [36:04<00:00,  2.57it/s]\nEpoch 0: |          | 5566/? [36:04<00:00,  2.57it/s]\nEpoch 0: |          | 5566/? [36:04<00:00,  2.57it/s]\nEpoch 0: |          | 5567/? [36:04<00:00,  2.57it/s]\nEpoch 0: |          | 5567/? [36:04<00:00,  2.57it/s]\nEpoch 0: |          | 5568/? [36:05<00:00,  2.57it/s]\nEpoch 0: |          | 5568/? [36:05<00:00,  2.57it/s]\nEpoch 0: |          | 5569/? [36:05<00:00,  2.57it/s]\nEpoch 0: |          | 5569/? [36:05<00:00,  2.57it/s]\nEpoch 0: |          | 5570/? [36:05<00:00,  2.57it/s]\nEpoch 0: |          | 5570/? [36:05<00:00,  2.57it/s]\nEpoch 0: |          | 5571/? [36:06<00:00,  2.57it/s]\nEpoch 0: |          | 5571/? [36:06<00:00,  2.57it/s]\nEpoch 0: |          | 5572/? [36:06<00:00,  2.57it/s]\nEpoch 0: |          | 5572/? [36:06<00:00,  2.57it/s]\nEpoch 0: |          | 5573/? [36:06<00:00,  2.57it/s]\nEpoch 0: |          | 5573/? [36:06<00:00,  2.57it/s]\nEpoch 0: |          | 5574/? [36:07<00:00,  2.57it/s]\nEpoch 0: |          | 5574/? [36:07<00:00,  2.57it/s]\nEpoch 0: |          | 5575/? [36:07<00:00,  2.57it/s]\nEpoch 0: |          | 5575/? [36:07<00:00,  2.57it/s]\nEpoch 0: |          | 5576/? [36:07<00:00,  2.57it/s]\nEpoch 0: |          | 5576/? [36:07<00:00,  2.57it/s]\nEpoch 0: |          | 5577/? [36:08<00:00,  2.57it/s]\nEpoch 0: |          | 5577/? [36:08<00:00,  2.57it/s]\nEpoch 0: |          | 5578/? [36:08<00:00,  2.57it/s]\nEpoch 0: |          | 5578/? [36:08<00:00,  2.57it/s]\nEpoch 0: |          | 5579/? [36:08<00:00,  2.57it/s]\nEpoch 0: |          | 5579/? [36:08<00:00,  2.57it/s]\nEpoch 0: |          | 5580/? [36:09<00:00,  2.57it/s]\nEpoch 0: |          | 5580/? [36:09<00:00,  2.57it/s]\nEpoch 0: |          | 5581/? [36:09<00:00,  2.57it/s]\nEpoch 0: |          | 5581/? [36:09<00:00,  2.57it/s]\nEpoch 0: |          | 5582/? [36:09<00:00,  2.57it/s]\nEpoch 0: |          | 5582/? [36:09<00:00,  2.57it/s]\nEpoch 0: |          | 5583/? [36:09<00:00,  2.57it/s]\nEpoch 0: |          | 5583/? [36:09<00:00,  2.57it/s]\nEpoch 0: |          | 5584/? [36:10<00:00,  2.57it/s]\nEpoch 0: |          | 5584/? [36:10<00:00,  2.57it/s]\nEpoch 0: |          | 5585/? [36:10<00:00,  2.57it/s]\nEpoch 0: |          | 5585/? [36:10<00:00,  2.57it/s]\nEpoch 0: |          | 5586/? [36:10<00:00,  2.57it/s]\nEpoch 0: |          | 5586/? [36:10<00:00,  2.57it/s]\nEpoch 0: |          | 5587/? [36:11<00:00,  2.57it/s]\nEpoch 0: |          | 5587/? [36:11<00:00,  2.57it/s]\nEpoch 0: |          | 5588/? [36:11<00:00,  2.57it/s]\nEpoch 0: |          | 5588/? [36:11<00:00,  2.57it/s]\nEpoch 0: |          | 5589/? [36:11<00:00,  2.57it/s]\nEpoch 0: |          | 5589/? [36:11<00:00,  2.57it/s]\nEpoch 0: |          | 5590/? [36:12<00:00,  2.57it/s]\nEpoch 0: |          | 5590/? [36:12<00:00,  2.57it/s]\nEpoch 0: |          | 5591/? [36:12<00:00,  2.57it/s]\nEpoch 0: |          | 5591/? [36:12<00:00,  2.57it/s]\nEpoch 0: |          | 5592/? [36:12<00:00,  2.57it/s]\nEpoch 0: |          | 5592/? [36:12<00:00,  2.57it/s]\nEpoch 0: |          | 5593/? [36:13<00:00,  2.57it/s]\nEpoch 0: |          | 5593/? [36:13<00:00,  2.57it/s]\nEpoch 0: |          | 5594/? [36:13<00:00,  2.57it/s]\nEpoch 0: |          | 5594/? [36:13<00:00,  2.57it/s]\nEpoch 0: |          | 5595/? [36:13<00:00,  2.57it/s]\nEpoch 0: |          | 5595/? [36:13<00:00,  2.57it/s]\nEpoch 0: |          | 5596/? [36:13<00:00,  2.57it/s]\nEpoch 0: |          | 5596/? [36:13<00:00,  2.57it/s]\nEpoch 0: |          | 5597/? [36:14<00:00,  2.57it/s]\nEpoch 0: |          | 5597/? [36:14<00:00,  2.57it/s]\nEpoch 0: |          | 5598/? [36:14<00:00,  2.57it/s]\nEpoch 0: |          | 5598/? [36:14<00:00,  2.57it/s]\nEpoch 0: |          | 5599/? [36:14<00:00,  2.57it/s]\nEpoch 0: |          | 5599/? [36:14<00:00,  2.57it/s]\nEpoch 0: |          | 5600/? [36:15<00:00,  2.57it/s]\nEpoch 0: |          | 5600/? [36:15<00:00,  2.57it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.77it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 11.18it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 11.16it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 11.36it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 5600/? [36:15<00:00,  2.57it/s]\nEpoch 0: |          | 5601/? [36:15<00:00,  2.57it/s]\nEpoch 0: |          | 5601/? [36:15<00:00,  2.57it/s]\nEpoch 0: |          | 5602/? [36:16<00:00,  2.57it/s]\nEpoch 0: |          | 5602/? [36:16<00:00,  2.57it/s]\nEpoch 0: |          | 5603/? [36:16<00:00,  2.57it/s]\nEpoch 0: |          | 5603/? [36:16<00:00,  2.57it/s]\nEpoch 0: |          | 5604/? [36:16<00:00,  2.57it/s]\nEpoch 0: |          | 5604/? [36:16<00:00,  2.57it/s]\nEpoch 0: |          | 5605/? [36:17<00:00,  2.57it/s]\nEpoch 0: |          | 5605/? [36:17<00:00,  2.57it/s]\nEpoch 0: |          | 5606/? [36:17<00:00,  2.57it/s]\nEpoch 0: |          | 5606/? [36:17<00:00,  2.57it/s]\nEpoch 0: |          | 5607/? [36:17<00:00,  2.57it/s]\nEpoch 0: |          | 5607/? [36:17<00:00,  2.57it/s]\nEpoch 0: |          | 5608/? [36:17<00:00,  2.57it/s]\nEpoch 0: |          | 5608/? [36:17<00:00,  2.57it/s]\nEpoch 0: |          | 5609/? [36:18<00:00,  2.58it/s]\nEpoch 0: |          | 5609/? [36:18<00:00,  2.58it/s]\nEpoch 0: |          | 5610/? [36:18<00:00,  2.58it/s]\nEpoch 0: |          | 5610/? [36:18<00:00,  2.58it/s]\nEpoch 0: |          | 5611/? [36:18<00:00,  2.58it/s]\nEpoch 0: |          | 5611/? [36:18<00:00,  2.58it/s]\nEpoch 0: |          | 5612/? [36:19<00:00,  2.58it/s]\nEpoch 0: |          | 5612/? [36:19<00:00,  2.58it/s]\nEpoch 0: |          | 5613/? [36:19<00:00,  2.58it/s]\nEpoch 0: |          | 5613/? [36:19<00:00,  2.58it/s]\nEpoch 0: |          | 5614/? [36:19<00:00,  2.58it/s]\nEpoch 0: |          | 5614/? [36:19<00:00,  2.58it/s]\nEpoch 0: |          | 5615/? [36:20<00:00,  2.58it/s]\nEpoch 0: |          | 5615/? [36:20<00:00,  2.58it/s]\nEpoch 0: |          | 5616/? [36:20<00:00,  2.58it/s]\nEpoch 0: |          | 5616/? [36:20<00:00,  2.58it/s]\nEpoch 0: |          | 5617/? [36:20<00:00,  2.58it/s]\nEpoch 0: |          | 5617/? [36:20<00:00,  2.58it/s]\nEpoch 0: |          | 5618/? [36:20<00:00,  2.58it/s]\nEpoch 0: |          | 5618/? [36:20<00:00,  2.58it/s]\nEpoch 0: |          | 5619/? [36:21<00:00,  2.58it/s]\nEpoch 0: |          | 5619/? [36:21<00:00,  2.58it/s]\nEpoch 0: |          | 5620/? [36:21<00:00,  2.58it/s]\nEpoch 0: |          | 5620/? [36:21<00:00,  2.58it/s]\nEpoch 0: |          | 5621/? [36:21<00:00,  2.58it/s]\nEpoch 0: |          | 5621/? [36:21<00:00,  2.58it/s]\nEpoch 0: |          | 5622/? [36:22<00:00,  2.58it/s]\nEpoch 0: |          | 5622/? [36:22<00:00,  2.58it/s]\nEpoch 0: |          | 5623/? [36:22<00:00,  2.58it/s]\nEpoch 0: |          | 5623/? [36:22<00:00,  2.58it/s]\nEpoch 0: |          | 5624/? [36:22<00:00,  2.58it/s]\nEpoch 0: |          | 5624/? [36:22<00:00,  2.58it/s]\nEpoch 0: |          | 5625/? [36:23<00:00,  2.58it/s]\nEpoch 0: |          | 5625/? [36:23<00:00,  2.58it/s]\nEpoch 0: |          | 5626/? [36:23<00:00,  2.58it/s]\nEpoch 0: |          | 5626/? [36:23<00:00,  2.58it/s]\nEpoch 0: |          | 5627/? [36:23<00:00,  2.58it/s]\nEpoch 0: |          | 5627/? [36:23<00:00,  2.58it/s]\nEpoch 0: |          | 5628/? [36:23<00:00,  2.58it/s]\nEpoch 0: |          | 5628/? [36:23<00:00,  2.58it/s]\nEpoch 0: |          | 5629/? [36:24<00:00,  2.58it/s]\nEpoch 0: |          | 5629/? [36:24<00:00,  2.58it/s]\nEpoch 0: |          | 5630/? [36:24<00:00,  2.58it/s]\nEpoch 0: |          | 5630/? [36:24<00:00,  2.58it/s]\nEpoch 0: |          | 5631/? [36:25<00:00,  2.58it/s]\nEpoch 0: |          | 5631/? [36:25<00:00,  2.58it/s]\nEpoch 0: |          | 5632/? [36:25<00:00,  2.58it/s]\nEpoch 0: |          | 5632/? [36:25<00:00,  2.58it/s]\nEpoch 0: |          | 5633/? [36:25<00:00,  2.58it/s]\nEpoch 0: |          | 5633/? [36:25<00:00,  2.58it/s]\nEpoch 0: |          | 5634/? [36:26<00:00,  2.58it/s]\nEpoch 0: |          | 5634/? [36:26<00:00,  2.58it/s]\nEpoch 0: |          | 5635/? [36:26<00:00,  2.58it/s]\nEpoch 0: |          | 5635/? [36:26<00:00,  2.58it/s]\nEpoch 0: |          | 5636/? [36:26<00:00,  2.58it/s]\nEpoch 0: |          | 5636/? [36:26<00:00,  2.58it/s]\nEpoch 0: |          | 5637/? [36:27<00:00,  2.58it/s]\nEpoch 0: |          | 5637/? [36:27<00:00,  2.58it/s]\nEpoch 0: |          | 5638/? [36:27<00:00,  2.58it/s]\nEpoch 0: |          | 5638/? [36:27<00:00,  2.58it/s]\nEpoch 0: |          | 5639/? [36:27<00:00,  2.58it/s]\nEpoch 0: |          | 5639/? [36:27<00:00,  2.58it/s]\nEpoch 0: |          | 5640/? [36:28<00:00,  2.58it/s]\nEpoch 0: |          | 5640/? [36:28<00:00,  2.58it/s]\nEpoch 0: |          | 5641/? [36:28<00:00,  2.58it/s]\nEpoch 0: |          | 5641/? [36:28<00:00,  2.58it/s]\nEpoch 0: |          | 5642/? [36:28<00:00,  2.58it/s]\nEpoch 0: |          | 5642/? [36:28<00:00,  2.58it/s]\nEpoch 0: |          | 5643/? [36:29<00:00,  2.58it/s]\nEpoch 0: |          | 5643/? [36:29<00:00,  2.58it/s]\nEpoch 0: |          | 5644/? [36:29<00:00,  2.58it/s]\nEpoch 0: |          | 5644/? [36:29<00:00,  2.58it/s]\nEpoch 0: |          | 5645/? [36:29<00:00,  2.58it/s]\nEpoch 0: |          | 5645/? [36:29<00:00,  2.58it/s]\nEpoch 0: |          | 5646/? [36:29<00:00,  2.58it/s]\nEpoch 0: |          | 5646/? [36:29<00:00,  2.58it/s]\nEpoch 0: |          | 5647/? [36:30<00:00,  2.58it/s]\nEpoch 0: |          | 5647/? [36:30<00:00,  2.58it/s]\nEpoch 0: |          | 5648/? [36:30<00:00,  2.58it/s]\nEpoch 0: |          | 5648/? [36:30<00:00,  2.58it/s]\nEpoch 0: |          | 5649/? [36:30<00:00,  2.58it/s]\nEpoch 0: |          | 5649/? [36:30<00:00,  2.58it/s]\nEpoch 0: |          | 5650/? [36:31<00:00,  2.58it/s]\nEpoch 0: |          | 5650/? [36:31<00:00,  2.58it/s]\nEpoch 0: |          | 5651/? [36:31<00:00,  2.58it/s]\nEpoch 0: |          | 5651/? [36:31<00:00,  2.58it/s]\nEpoch 0: |          | 5652/? [36:32<00:00,  2.58it/s]\nEpoch 0: |          | 5652/? [36:32<00:00,  2.58it/s]\nEpoch 0: |          | 5653/? [36:32<00:00,  2.58it/s]\nEpoch 0: |          | 5653/? [36:32<00:00,  2.58it/s]\nEpoch 0: |          | 5654/? [36:32<00:00,  2.58it/s]\nEpoch 0: |          | 5654/? [36:32<00:00,  2.58it/s]\nEpoch 0: |          | 5655/? [36:33<00:00,  2.58it/s]\nEpoch 0: |          | 5655/? [36:33<00:00,  2.58it/s]\nEpoch 0: |          | 5656/? [36:33<00:00,  2.58it/s]\nEpoch 0: |          | 5656/? [36:33<00:00,  2.58it/s]\nEpoch 0: |          | 5657/? [36:33<00:00,  2.58it/s]\nEpoch 0: |          | 5657/? [36:33<00:00,  2.58it/s]\nEpoch 0: |          | 5658/? [36:34<00:00,  2.58it/s]\nEpoch 0: |          | 5658/? [36:34<00:00,  2.58it/s]\nEpoch 0: |          | 5659/? [36:34<00:00,  2.58it/s]\nEpoch 0: |          | 5659/? [36:34<00:00,  2.58it/s]\nEpoch 0: |          | 5660/? [36:34<00:00,  2.58it/s]\nEpoch 0: |          | 5660/? [36:34<00:00,  2.58it/s]\nEpoch 0: |          | 5661/? [36:34<00:00,  2.58it/s]\nEpoch 0: |          | 5661/? [36:34<00:00,  2.58it/s]\nEpoch 0: |          | 5662/? [36:35<00:00,  2.58it/s]\nEpoch 0: |          | 5662/? [36:35<00:00,  2.58it/s]\nEpoch 0: |          | 5663/? [36:35<00:00,  2.58it/s]\nEpoch 0: |          | 5663/? [36:35<00:00,  2.58it/s]\nEpoch 0: |          | 5664/? [36:35<00:00,  2.58it/s]\nEpoch 0: |          | 5664/? [36:35<00:00,  2.58it/s]\nEpoch 0: |          | 5665/? [36:36<00:00,  2.58it/s]\nEpoch 0: |          | 5665/? [36:36<00:00,  2.58it/s]\nEpoch 0: |          | 5666/? [36:36<00:00,  2.58it/s]\nEpoch 0: |          | 5666/? [36:36<00:00,  2.58it/s]\nEpoch 0: |          | 5667/? [36:36<00:00,  2.58it/s]\nEpoch 0: |          | 5667/? [36:36<00:00,  2.58it/s]\nEpoch 0: |          | 5668/? [36:37<00:00,  2.58it/s]\nEpoch 0: |          | 5668/? [36:37<00:00,  2.58it/s]\nEpoch 0: |          | 5669/? [36:37<00:00,  2.58it/s]\nEpoch 0: |          | 5669/? [36:37<00:00,  2.58it/s]\nEpoch 0: |          | 5670/? [36:37<00:00,  2.58it/s]\nEpoch 0: |          | 5670/? [36:37<00:00,  2.58it/s]\nEpoch 0: |          | 5671/? [36:37<00:00,  2.58it/s]\nEpoch 0: |          | 5671/? [36:37<00:00,  2.58it/s]\nEpoch 0: |          | 5672/? [36:38<00:00,  2.58it/s]\nEpoch 0: |          | 5672/? [36:38<00:00,  2.58it/s]\nEpoch 0: |          | 5673/? [36:38<00:00,  2.58it/s]\nEpoch 0: |          | 5673/? [36:38<00:00,  2.58it/s]\nEpoch 0: |          | 5674/? [36:38<00:00,  2.58it/s]\nEpoch 0: |          | 5674/? [36:38<00:00,  2.58it/s]\nEpoch 0: |          | 5675/? [36:39<00:00,  2.58it/s]\nEpoch 0: |          | 5675/? [36:39<00:00,  2.58it/s]\nEpoch 0: |          | 5676/? [36:39<00:00,  2.58it/s]\nEpoch 0: |          | 5676/? [36:39<00:00,  2.58it/s]\nEpoch 0: |          | 5677/? [36:39<00:00,  2.58it/s]\nEpoch 0: |          | 5677/? [36:39<00:00,  2.58it/s]\nEpoch 0: |          | 5678/? [36:40<00:00,  2.58it/s]\nEpoch 0: |          | 5678/? [36:40<00:00,  2.58it/s]\nEpoch 0: |          | 5679/? [36:40<00:00,  2.58it/s]\nEpoch 0: |          | 5679/? [36:40<00:00,  2.58it/s]\nEpoch 0: |          | 5680/? [36:40<00:00,  2.58it/s]\nEpoch 0: |          | 5680/? [36:40<00:00,  2.58it/s]\nEpoch 0: |          | 5681/? [36:40<00:00,  2.58it/s]\nEpoch 0: |          | 5681/? [36:40<00:00,  2.58it/s]\nEpoch 0: |          | 5682/? [36:41<00:00,  2.58it/s]\nEpoch 0: |          | 5682/? [36:41<00:00,  2.58it/s]\nEpoch 0: |          | 5683/? [36:41<00:00,  2.58it/s]\nEpoch 0: |          | 5683/? [36:41<00:00,  2.58it/s]\nEpoch 0: |          | 5684/? [36:41<00:00,  2.58it/s]\nEpoch 0: |          | 5684/? [36:41<00:00,  2.58it/s]\nEpoch 0: |          | 5685/? [36:42<00:00,  2.58it/s]\nEpoch 0: |          | 5685/? [36:42<00:00,  2.58it/s]\nEpoch 0: |          | 5686/? [36:42<00:00,  2.58it/s]\nEpoch 0: |          | 5686/? [36:42<00:00,  2.58it/s]\nEpoch 0: |          | 5687/? [36:42<00:00,  2.58it/s]\nEpoch 0: |          | 5687/? [36:42<00:00,  2.58it/s]\nEpoch 0: |          | 5688/? [36:43<00:00,  2.58it/s]\nEpoch 0: |          | 5688/? [36:43<00:00,  2.58it/s]\nEpoch 0: |          | 5689/? [36:43<00:00,  2.58it/s]\nEpoch 0: |          | 5689/? [36:43<00:00,  2.58it/s]\nEpoch 0: |          | 5690/? [36:43<00:00,  2.58it/s]\nEpoch 0: |          | 5690/? [36:43<00:00,  2.58it/s]\nEpoch 0: |          | 5691/? [36:44<00:00,  2.58it/s]\nEpoch 0: |          | 5691/? [36:44<00:00,  2.58it/s]\nEpoch 0: |          | 5692/? [36:44<00:00,  2.58it/s]\nEpoch 0: |          | 5692/? [36:44<00:00,  2.58it/s]\nEpoch 0: |          | 5693/? [36:44<00:00,  2.58it/s]\nEpoch 0: |          | 5693/? [36:44<00:00,  2.58it/s]\nEpoch 0: |          | 5694/? [36:44<00:00,  2.58it/s]\nEpoch 0: |          | 5694/? [36:44<00:00,  2.58it/s]\nEpoch 0: |          | 5695/? [36:45<00:00,  2.58it/s]\nEpoch 0: |          | 5695/? [36:45<00:00,  2.58it/s]\nEpoch 0: |          | 5696/? [36:45<00:00,  2.58it/s]\nEpoch 0: |          | 5696/? [36:45<00:00,  2.58it/s]\nEpoch 0: |          | 5697/? [36:45<00:00,  2.58it/s]\nEpoch 0: |          | 5697/? [36:45<00:00,  2.58it/s]\nEpoch 0: |          | 5698/? [36:46<00:00,  2.58it/s]\nEpoch 0: |          | 5698/? [36:46<00:00,  2.58it/s]\nEpoch 0: |          | 5699/? [36:46<00:00,  2.58it/s]\nEpoch 0: |          | 5699/? [36:46<00:00,  2.58it/s]\nEpoch 0: |          | 5700/? [36:46<00:00,  2.58it/s]\nEpoch 0: |          | 5700/? [36:46<00:00,  2.58it/s]\nEpoch 0: |          | 5701/? [36:47<00:00,  2.58it/s]\nEpoch 0: |          | 5701/? [36:47<00:00,  2.58it/s]\nEpoch 0: |          | 5702/? [36:47<00:00,  2.58it/s]\nEpoch 0: |          | 5702/? [36:47<00:00,  2.58it/s]\nEpoch 0: |          | 5703/? [36:47<00:00,  2.58it/s]\nEpoch 0: |          | 5703/? [36:47<00:00,  2.58it/s]\nEpoch 0: |          | 5704/? [36:47<00:00,  2.58it/s]\nEpoch 0: |          | 5704/? [36:47<00:00,  2.58it/s]\nEpoch 0: |          | 5705/? [36:48<00:00,  2.58it/s]\nEpoch 0: |          | 5705/? [36:48<00:00,  2.58it/s]\nEpoch 0: |          | 5706/? [36:48<00:00,  2.58it/s]\nEpoch 0: |          | 5706/? [36:48<00:00,  2.58it/s]\nEpoch 0: |          | 5707/? [36:48<00:00,  2.58it/s]\nEpoch 0: |          | 5707/? [36:48<00:00,  2.58it/s]\nEpoch 0: |          | 5708/? [36:49<00:00,  2.58it/s]\nEpoch 0: |          | 5708/? [36:49<00:00,  2.58it/s]\nEpoch 0: |          | 5709/? [36:49<00:00,  2.58it/s]\nEpoch 0: |          | 5709/? [36:49<00:00,  2.58it/s]\nEpoch 0: |          | 5710/? [36:49<00:00,  2.58it/s]\nEpoch 0: |          | 5710/? [36:49<00:00,  2.58it/s]\nEpoch 0: |          | 5711/? [36:50<00:00,  2.58it/s]\nEpoch 0: |          | 5711/? [36:50<00:00,  2.58it/s]\nEpoch 0: |          | 5712/? [36:50<00:00,  2.58it/s]\nEpoch 0: |          | 5712/? [36:50<00:00,  2.58it/s]\nEpoch 0: |          | 5713/? [36:50<00:00,  2.58it/s]\nEpoch 0: |          | 5713/? [36:50<00:00,  2.58it/s]\nEpoch 0: |          | 5714/? [36:50<00:00,  2.58it/s]\nEpoch 0: |          | 5714/? [36:50<00:00,  2.58it/s]\nEpoch 0: |          | 5715/? [36:51<00:00,  2.58it/s]\nEpoch 0: |          | 5715/? [36:51<00:00,  2.58it/s]\nEpoch 0: |          | 5716/? [36:51<00:00,  2.58it/s]\nEpoch 0: |          | 5716/? [36:51<00:00,  2.58it/s]\nEpoch 0: |          | 5717/? [36:51<00:00,  2.58it/s]\nEpoch 0: |          | 5717/? [36:51<00:00,  2.58it/s]\nEpoch 0: |          | 5718/? [36:52<00:00,  2.58it/s]\nEpoch 0: |          | 5718/? [36:52<00:00,  2.58it/s]\nEpoch 0: |          | 5719/? [36:52<00:00,  2.58it/s]\nEpoch 0: |          | 5719/? [36:52<00:00,  2.58it/s]\nEpoch 0: |          | 5720/? [36:52<00:00,  2.59it/s]\nEpoch 0: |          | 5720/? [36:52<00:00,  2.59it/s]\nEpoch 0: |          | 5721/? [36:53<00:00,  2.59it/s]\nEpoch 0: |          | 5721/? [36:53<00:00,  2.59it/s]\nEpoch 0: |          | 5722/? [36:53<00:00,  2.59it/s]\nEpoch 0: |          | 5722/? [36:53<00:00,  2.59it/s]\nEpoch 0: |          | 5723/? [36:53<00:00,  2.59it/s]\nEpoch 0: |          | 5723/? [36:53<00:00,  2.59it/s]\nEpoch 0: |          | 5724/? [36:53<00:00,  2.59it/s]\nEpoch 0: |          | 5724/? [36:53<00:00,  2.59it/s]\nEpoch 0: |          | 5725/? [36:54<00:00,  2.59it/s]\nEpoch 0: |          | 5725/? [36:54<00:00,  2.59it/s]\nEpoch 0: |          | 5726/? [36:54<00:00,  2.59it/s]\nEpoch 0: |          | 5726/? [36:54<00:00,  2.59it/s]\nEpoch 0: |          | 5727/? [36:54<00:00,  2.59it/s]\nEpoch 0: |          | 5727/? [36:54<00:00,  2.59it/s]\nEpoch 0: |          | 5728/? [36:55<00:00,  2.59it/s]\nEpoch 0: |          | 5728/? [36:55<00:00,  2.59it/s]\nEpoch 0: |          | 5729/? [36:55<00:00,  2.59it/s]\nEpoch 0: |          | 5729/? [36:55<00:00,  2.59it/s]\nEpoch 0: |          | 5730/? [36:55<00:00,  2.59it/s]\nEpoch 0: |          | 5730/? [36:55<00:00,  2.59it/s]\nEpoch 0: |          | 5731/? [36:56<00:00,  2.59it/s]\nEpoch 0: |          | 5731/? [36:56<00:00,  2.59it/s]\nEpoch 0: |          | 5732/? [36:56<00:00,  2.59it/s]\nEpoch 0: |          | 5732/? [36:56<00:00,  2.59it/s]\nEpoch 0: |          | 5733/? [36:56<00:00,  2.59it/s]\nEpoch 0: |          | 5733/? [36:56<00:00,  2.59it/s]\nEpoch 0: |          | 5734/? [36:56<00:00,  2.59it/s]\nEpoch 0: |          | 5734/? [36:56<00:00,  2.59it/s]\nEpoch 0: |          | 5735/? [36:57<00:00,  2.59it/s]\nEpoch 0: |          | 5735/? [36:57<00:00,  2.59it/s]\nEpoch 0: |          | 5736/? [36:57<00:00,  2.59it/s]\nEpoch 0: |          | 5736/? [36:57<00:00,  2.59it/s]\nEpoch 0: |          | 5737/? [36:57<00:00,  2.59it/s]\nEpoch 0: |          | 5737/? [36:57<00:00,  2.59it/s]\nEpoch 0: |          | 5738/? [36:58<00:00,  2.59it/s]\nEpoch 0: |          | 5738/? [36:58<00:00,  2.59it/s]\nEpoch 0: |          | 5739/? [36:58<00:00,  2.59it/s]\nEpoch 0: |          | 5739/? [36:58<00:00,  2.59it/s]\nEpoch 0: |          | 5740/? [36:58<00:00,  2.59it/s]\nEpoch 0: |          | 5740/? [36:58<00:00,  2.59it/s]\nEpoch 0: |          | 5741/? [36:59<00:00,  2.59it/s]\nEpoch 0: |          | 5741/? [36:59<00:00,  2.59it/s]\nEpoch 0: |          | 5742/? [36:59<00:00,  2.59it/s]\nEpoch 0: |          | 5742/? [36:59<00:00,  2.59it/s]\nEpoch 0: |          | 5743/? [36:59<00:00,  2.59it/s]\nEpoch 0: |          | 5743/? [36:59<00:00,  2.59it/s]\nEpoch 0: |          | 5744/? [36:59<00:00,  2.59it/s]\nEpoch 0: |          | 5744/? [36:59<00:00,  2.59it/s]\nEpoch 0: |          | 5745/? [37:00<00:00,  2.59it/s]\nEpoch 0: |          | 5745/? [37:00<00:00,  2.59it/s]\nEpoch 0: |          | 5746/? [37:00<00:00,  2.59it/s]\nEpoch 0: |          | 5746/? [37:00<00:00,  2.59it/s]\nEpoch 0: |          | 5747/? [37:00<00:00,  2.59it/s]\nEpoch 0: |          | 5747/? [37:00<00:00,  2.59it/s]\nEpoch 0: |          | 5748/? [37:01<00:00,  2.59it/s]\nEpoch 0: |          | 5748/? [37:01<00:00,  2.59it/s]\nEpoch 0: |          | 5749/? [37:01<00:00,  2.59it/s]\nEpoch 0: |          | 5749/? [37:01<00:00,  2.59it/s]\nEpoch 0: |          | 5750/? [37:01<00:00,  2.59it/s]\nEpoch 0: |          | 5750/? [37:01<00:00,  2.59it/s]\nEpoch 0: |          | 5751/? [37:02<00:00,  2.59it/s]\nEpoch 0: |          | 5751/? [37:02<00:00,  2.59it/s]\nEpoch 0: |          | 5752/? [37:02<00:00,  2.59it/s]\nEpoch 0: |          | 5752/? [37:02<00:00,  2.59it/s]\nEpoch 0: |          | 5753/? [37:02<00:00,  2.59it/s]\nEpoch 0: |          | 5753/? [37:02<00:00,  2.59it/s]\nEpoch 0: |          | 5754/? [37:02<00:00,  2.59it/s]\nEpoch 0: |          | 5754/? [37:02<00:00,  2.59it/s]\nEpoch 0: |          | 5755/? [37:03<00:00,  2.59it/s]\nEpoch 0: |          | 5755/? [37:03<00:00,  2.59it/s]\nEpoch 0: |          | 5756/? [37:03<00:00,  2.59it/s]\nEpoch 0: |          | 5756/? [37:03<00:00,  2.59it/s]\nEpoch 0: |          | 5757/? [37:03<00:00,  2.59it/s]\nEpoch 0: |          | 5757/? [37:03<00:00,  2.59it/s]\nEpoch 0: |          | 5758/? [37:04<00:00,  2.59it/s]\nEpoch 0: |          | 5758/? [37:04<00:00,  2.59it/s]\nEpoch 0: |          | 5759/? [37:04<00:00,  2.59it/s]\nEpoch 0: |          | 5759/? [37:04<00:00,  2.59it/s]\nEpoch 0: |          | 5760/? [37:04<00:00,  2.59it/s]\nEpoch 0: |          | 5760/? [37:04<00:00,  2.59it/s]\nEpoch 0: |          | 5761/? [37:05<00:00,  2.59it/s]\nEpoch 0: |          | 5761/? [37:05<00:00,  2.59it/s]\nEpoch 0: |          | 5762/? [37:05<00:00,  2.59it/s]\nEpoch 0: |          | 5762/? [37:05<00:00,  2.59it/s]\nEpoch 0: |          | 5763/? [37:05<00:00,  2.59it/s]\nEpoch 0: |          | 5763/? [37:05<00:00,  2.59it/s]\nEpoch 0: |          | 5764/? [37:05<00:00,  2.59it/s]\nEpoch 0: |          | 5764/? [37:05<00:00,  2.59it/s]\nEpoch 0: |          | 5765/? [37:06<00:00,  2.59it/s]\nEpoch 0: |          | 5765/? [37:06<00:00,  2.59it/s]\nEpoch 0: |          | 5766/? [37:06<00:00,  2.59it/s]\nEpoch 0: |          | 5766/? [37:06<00:00,  2.59it/s]\nEpoch 0: |          | 5767/? [37:06<00:00,  2.59it/s]\nEpoch 0: |          | 5767/? [37:06<00:00,  2.59it/s]\nEpoch 0: |          | 5768/? [37:07<00:00,  2.59it/s]\nEpoch 0: |          | 5768/? [37:07<00:00,  2.59it/s]\nEpoch 0: |          | 5769/? [37:07<00:00,  2.59it/s]\nEpoch 0: |          | 5769/? [37:07<00:00,  2.59it/s]\nEpoch 0: |          | 5770/? [37:07<00:00,  2.59it/s]\nEpoch 0: |          | 5770/? [37:07<00:00,  2.59it/s]\nEpoch 0: |          | 5771/? [37:08<00:00,  2.59it/s]\nEpoch 0: |          | 5771/? [37:08<00:00,  2.59it/s]\nEpoch 0: |          | 5772/? [37:08<00:00,  2.59it/s]\nEpoch 0: |          | 5772/? [37:08<00:00,  2.59it/s]\nEpoch 0: |          | 5773/? [37:08<00:00,  2.59it/s]\nEpoch 0: |          | 5773/? [37:08<00:00,  2.59it/s]\nEpoch 0: |          | 5774/? [37:08<00:00,  2.59it/s]\nEpoch 0: |          | 5774/? [37:08<00:00,  2.59it/s]\nEpoch 0: |          | 5775/? [37:09<00:00,  2.59it/s]\nEpoch 0: |          | 5775/? [37:09<00:00,  2.59it/s]\nEpoch 0: |          | 5776/? [37:09<00:00,  2.59it/s]\nEpoch 0: |          | 5776/? [37:09<00:00,  2.59it/s]\nEpoch 0: |          | 5777/? [37:09<00:00,  2.59it/s]\nEpoch 0: |          | 5777/? [37:09<00:00,  2.59it/s]\nEpoch 0: |          | 5778/? [37:10<00:00,  2.59it/s]\nEpoch 0: |          | 5778/? [37:10<00:00,  2.59it/s]\nEpoch 0: |          | 5779/? [37:10<00:00,  2.59it/s]\nEpoch 0: |          | 5779/? [37:10<00:00,  2.59it/s]\nEpoch 0: |          | 5780/? [37:10<00:00,  2.59it/s]\nEpoch 0: |          | 5780/? [37:10<00:00,  2.59it/s]\nEpoch 0: |          | 5781/? [37:11<00:00,  2.59it/s]\nEpoch 0: |          | 5781/? [37:11<00:00,  2.59it/s]\nEpoch 0: |          | 5782/? [37:11<00:00,  2.59it/s]\nEpoch 0: |          | 5782/? [37:11<00:00,  2.59it/s]\nEpoch 0: |          | 5783/? [37:11<00:00,  2.59it/s]\nEpoch 0: |          | 5783/? [37:11<00:00,  2.59it/s]\nEpoch 0: |          | 5784/? [37:11<00:00,  2.59it/s]\nEpoch 0: |          | 5784/? [37:11<00:00,  2.59it/s]\nEpoch 0: |          | 5785/? [37:12<00:00,  2.59it/s]\nEpoch 0: |          | 5785/? [37:12<00:00,  2.59it/s]\nEpoch 0: |          | 5786/? [37:12<00:00,  2.59it/s]\nEpoch 0: |          | 5786/? [37:12<00:00,  2.59it/s]\nEpoch 0: |          | 5787/? [37:12<00:00,  2.59it/s]\nEpoch 0: |          | 5787/? [37:12<00:00,  2.59it/s]\nEpoch 0: |          | 5788/? [37:13<00:00,  2.59it/s]\nEpoch 0: |          | 5788/? [37:13<00:00,  2.59it/s]\nEpoch 0: |          | 5789/? [37:13<00:00,  2.59it/s]\nEpoch 0: |          | 5789/? [37:13<00:00,  2.59it/s]\nEpoch 0: |          | 5790/? [37:13<00:00,  2.59it/s]\nEpoch 0: |          | 5790/? [37:13<00:00,  2.59it/s]\nEpoch 0: |          | 5791/? [37:14<00:00,  2.59it/s]\nEpoch 0: |          | 5791/? [37:14<00:00,  2.59it/s]\nEpoch 0: |          | 5792/? [37:14<00:00,  2.59it/s]\nEpoch 0: |          | 5792/? [37:14<00:00,  2.59it/s]\nEpoch 0: |          | 5793/? [37:14<00:00,  2.59it/s]\nEpoch 0: |          | 5793/? [37:14<00:00,  2.59it/s]\nEpoch 0: |          | 5794/? [37:14<00:00,  2.59it/s]\nEpoch 0: |          | 5794/? [37:14<00:00,  2.59it/s]\nEpoch 0: |          | 5795/? [37:15<00:00,  2.59it/s]\nEpoch 0: |          | 5795/? [37:15<00:00,  2.59it/s]\nEpoch 0: |          | 5796/? [37:15<00:00,  2.59it/s]\nEpoch 0: |          | 5796/? [37:15<00:00,  2.59it/s]\nEpoch 0: |          | 5797/? [37:15<00:00,  2.59it/s]\nEpoch 0: |          | 5797/? [37:15<00:00,  2.59it/s]\nEpoch 0: |          | 5798/? [37:16<00:00,  2.59it/s]\nEpoch 0: |          | 5798/? [37:16<00:00,  2.59it/s]\nEpoch 0: |          | 5799/? [37:16<00:00,  2.59it/s]\nEpoch 0: |          | 5799/? [37:16<00:00,  2.59it/s]\nEpoch 0: |          | 5800/? [37:16<00:00,  2.59it/s]\nEpoch 0: |          | 5800/? [37:16<00:00,  2.59it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.26it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 11.29it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 11.29it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 11.20it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 5800/? [37:17<00:00,  2.59it/s]\nEpoch 0: |          | 5801/? [37:17<00:00,  2.59it/s]\nEpoch 0: |          | 5801/? [37:17<00:00,  2.59it/s]\nEpoch 0: |          | 5802/? [37:17<00:00,  2.59it/s]\nEpoch 0: |          | 5802/? [37:17<00:00,  2.59it/s]\nEpoch 0: |          | 5803/? [37:18<00:00,  2.59it/s]\nEpoch 0: |          | 5803/? [37:18<00:00,  2.59it/s]\nEpoch 0: |          | 5804/? [37:18<00:00,  2.59it/s]\nEpoch 0: |          | 5804/? [37:18<00:00,  2.59it/s]\nEpoch 0: |          | 5805/? [37:18<00:00,  2.59it/s]\nEpoch 0: |          | 5805/? [37:18<00:00,  2.59it/s]\nEpoch 0: |          | 5806/? [37:18<00:00,  2.59it/s]\nEpoch 0: |          | 5806/? [37:18<00:00,  2.59it/s]\nEpoch 0: |          | 5807/? [37:19<00:00,  2.59it/s]\nEpoch 0: |          | 5807/? [37:19<00:00,  2.59it/s]\nEpoch 0: |          | 5808/? [37:19<00:00,  2.59it/s]\nEpoch 0: |          | 5808/? [37:19<00:00,  2.59it/s]\nEpoch 0: |          | 5809/? [37:19<00:00,  2.59it/s]\nEpoch 0: |          | 5809/? [37:19<00:00,  2.59it/s]\nEpoch 0: |          | 5810/? [37:20<00:00,  2.59it/s]\nEpoch 0: |          | 5810/? [37:20<00:00,  2.59it/s]\nEpoch 0: |          | 5811/? [37:20<00:00,  2.59it/s]\nEpoch 0: |          | 5811/? [37:20<00:00,  2.59it/s]\nEpoch 0: |          | 5812/? [37:20<00:00,  2.59it/s]\nEpoch 0: |          | 5812/? [37:20<00:00,  2.59it/s]\nEpoch 0: |          | 5813/? [37:21<00:00,  2.59it/s]\nEpoch 0: |          | 5813/? [37:21<00:00,  2.59it/s]\nEpoch 0: |          | 5814/? [37:21<00:00,  2.59it/s]\nEpoch 0: |          | 5814/? [37:21<00:00,  2.59it/s]\nEpoch 0: |          | 5815/? [37:21<00:00,  2.59it/s]\nEpoch 0: |          | 5815/? [37:21<00:00,  2.59it/s]\nEpoch 0: |          | 5816/? [37:21<00:00,  2.59it/s]\nEpoch 0: |          | 5816/? [37:21<00:00,  2.59it/s]\nEpoch 0: |          | 5817/? [37:22<00:00,  2.59it/s]\nEpoch 0: |          | 5817/? [37:22<00:00,  2.59it/s]\nEpoch 0: |          | 5818/? [37:22<00:00,  2.59it/s]\nEpoch 0: |          | 5818/? [37:22<00:00,  2.59it/s]\nEpoch 0: |          | 5819/? [37:22<00:00,  2.59it/s]\nEpoch 0: |          | 5819/? [37:22<00:00,  2.59it/s]\nEpoch 0: |          | 5820/? [37:23<00:00,  2.59it/s]\nEpoch 0: |          | 5820/? [37:23<00:00,  2.59it/s]\nEpoch 0: |          | 5821/? [37:23<00:00,  2.59it/s]\nEpoch 0: |          | 5821/? [37:23<00:00,  2.59it/s]\nEpoch 0: |          | 5822/? [37:23<00:00,  2.59it/s]\nEpoch 0: |          | 5822/? [37:23<00:00,  2.59it/s]\nEpoch 0: |          | 5823/? [37:24<00:00,  2.59it/s]\nEpoch 0: |          | 5823/? [37:24<00:00,  2.59it/s]\nEpoch 0: |          | 5824/? [37:24<00:00,  2.59it/s]\nEpoch 0: |          | 5824/? [37:24<00:00,  2.59it/s]\nEpoch 0: |          | 5825/? [37:24<00:00,  2.60it/s]\nEpoch 0: |          | 5825/? [37:24<00:00,  2.60it/s]\nEpoch 0: |          | 5826/? [37:24<00:00,  2.60it/s]\nEpoch 0: |          | 5826/? [37:24<00:00,  2.60it/s]\nEpoch 0: |          | 5827/? [37:25<00:00,  2.60it/s]\nEpoch 0: |          | 5827/? [37:25<00:00,  2.60it/s]\nEpoch 0: |          | 5828/? [37:25<00:00,  2.60it/s]\nEpoch 0: |          | 5828/? [37:25<00:00,  2.60it/s]\nEpoch 0: |          | 5829/? [37:25<00:00,  2.60it/s]\nEpoch 0: |          | 5829/? [37:25<00:00,  2.60it/s]\nEpoch 0: |          | 5830/? [37:26<00:00,  2.60it/s]\nEpoch 0: |          | 5830/? [37:26<00:00,  2.60it/s]\nEpoch 0: |          | 5831/? [37:26<00:00,  2.60it/s]\nEpoch 0: |          | 5831/? [37:26<00:00,  2.60it/s]\nEpoch 0: |          | 5832/? [37:26<00:00,  2.60it/s]\nEpoch 0: |          | 5832/? [37:26<00:00,  2.60it/s]\nEpoch 0: |          | 5833/? [37:27<00:00,  2.60it/s]\nEpoch 0: |          | 5833/? [37:27<00:00,  2.60it/s]\nEpoch 0: |          | 5834/? [37:27<00:00,  2.60it/s]\nEpoch 0: |          | 5834/? [37:27<00:00,  2.60it/s]\nEpoch 0: |          | 5835/? [37:27<00:00,  2.60it/s]\nEpoch 0: |          | 5835/? [37:27<00:00,  2.60it/s]\nEpoch 0: |          | 5836/? [37:28<00:00,  2.60it/s]\nEpoch 0: |          | 5836/? [37:28<00:00,  2.60it/s]\nEpoch 0: |          | 5837/? [37:28<00:00,  2.60it/s]\nEpoch 0: |          | 5837/? [37:28<00:00,  2.60it/s]\nEpoch 0: |          | 5838/? [37:28<00:00,  2.60it/s]\nEpoch 0: |          | 5838/? [37:28<00:00,  2.60it/s]\nEpoch 0: |          | 5839/? [37:28<00:00,  2.60it/s]\nEpoch 0: |          | 5839/? [37:28<00:00,  2.60it/s]\nEpoch 0: |          | 5840/? [37:29<00:00,  2.60it/s]\nEpoch 0: |          | 5840/? [37:29<00:00,  2.60it/s]\nEpoch 0: |          | 5841/? [37:29<00:00,  2.60it/s]\nEpoch 0: |          | 5841/? [37:29<00:00,  2.60it/s]\nEpoch 0: |          | 5842/? [37:29<00:00,  2.60it/s]\nEpoch 0: |          | 5842/? [37:29<00:00,  2.60it/s]\nEpoch 0: |          | 5843/? [37:30<00:00,  2.60it/s]\nEpoch 0: |          | 5843/? [37:30<00:00,  2.60it/s]\nEpoch 0: |          | 5844/? [37:30<00:00,  2.60it/s]\nEpoch 0: |          | 5844/? [37:30<00:00,  2.60it/s]\nEpoch 0: |          | 5845/? [37:30<00:00,  2.60it/s]\nEpoch 0: |          | 5845/? [37:30<00:00,  2.60it/s]\nEpoch 0: |          | 5846/? [37:31<00:00,  2.60it/s]\nEpoch 0: |          | 5846/? [37:31<00:00,  2.60it/s]\nEpoch 0: |          | 5847/? [37:31<00:00,  2.60it/s]\nEpoch 0: |          | 5847/? [37:31<00:00,  2.60it/s]\nEpoch 0: |          | 5848/? [37:31<00:00,  2.60it/s]\nEpoch 0: |          | 5848/? [37:31<00:00,  2.60it/s]\nEpoch 0: |          | 5849/? [37:31<00:00,  2.60it/s]\nEpoch 0: |          | 5849/? [37:31<00:00,  2.60it/s]\nEpoch 0: |          | 5850/? [37:32<00:00,  2.60it/s]\nEpoch 0: |          | 5850/? [37:32<00:00,  2.60it/s]\nEpoch 0: |          | 5851/? [37:32<00:00,  2.60it/s]\nEpoch 0: |          | 5851/? [37:32<00:00,  2.60it/s]\nEpoch 0: |          | 5852/? [37:32<00:00,  2.60it/s]\nEpoch 0: |          | 5852/? [37:32<00:00,  2.60it/s]\nEpoch 0: |          | 5853/? [37:33<00:00,  2.60it/s]\nEpoch 0: |          | 5853/? [37:33<00:00,  2.60it/s]\nEpoch 0: |          | 5854/? [37:33<00:00,  2.60it/s]\nEpoch 0: |          | 5854/? [37:33<00:00,  2.60it/s]\nEpoch 0: |          | 5855/? [37:33<00:00,  2.60it/s]\nEpoch 0: |          | 5855/? [37:33<00:00,  2.60it/s]\nEpoch 0: |          | 5856/? [37:34<00:00,  2.60it/s]\nEpoch 0: |          | 5856/? [37:34<00:00,  2.60it/s]\nEpoch 0: |          | 5857/? [37:34<00:00,  2.60it/s]\nEpoch 0: |          | 5857/? [37:34<00:00,  2.60it/s]\nEpoch 0: |          | 5858/? [37:34<00:00,  2.60it/s]\nEpoch 0: |          | 5858/? [37:34<00:00,  2.60it/s]\nEpoch 0: |          | 5859/? [37:34<00:00,  2.60it/s]\nEpoch 0: |          | 5859/? [37:34<00:00,  2.60it/s]\nEpoch 0: |          | 5860/? [37:35<00:00,  2.60it/s]\nEpoch 0: |          | 5860/? [37:35<00:00,  2.60it/s]\nEpoch 0: |          | 5861/? [37:35<00:00,  2.60it/s]\nEpoch 0: |          | 5861/? [37:35<00:00,  2.60it/s]\nEpoch 0: |          | 5862/? [37:35<00:00,  2.60it/s]\nEpoch 0: |          | 5862/? [37:35<00:00,  2.60it/s]\nEpoch 0: |          | 5863/? [37:36<00:00,  2.60it/s]\nEpoch 0: |          | 5863/? [37:36<00:00,  2.60it/s]\nEpoch 0: |          | 5864/? [37:36<00:00,  2.60it/s]\nEpoch 0: |          | 5864/? [37:36<00:00,  2.60it/s]\nEpoch 0: |          | 5865/? [37:36<00:00,  2.60it/s]\nEpoch 0: |          | 5865/? [37:36<00:00,  2.60it/s]\nEpoch 0: |          | 5866/? [37:37<00:00,  2.60it/s]\nEpoch 0: |          | 5866/? [37:37<00:00,  2.60it/s]\nEpoch 0: |          | 5867/? [37:37<00:00,  2.60it/s]\nEpoch 0: |          | 5867/? [37:37<00:00,  2.60it/s]\nEpoch 0: |          | 5868/? [37:37<00:00,  2.60it/s]\nEpoch 0: |          | 5868/? [37:37<00:00,  2.60it/s]\nEpoch 0: |          | 5869/? [37:37<00:00,  2.60it/s]\nEpoch 0: |          | 5869/? [37:37<00:00,  2.60it/s]\nEpoch 0: |          | 5870/? [37:38<00:00,  2.60it/s]\nEpoch 0: |          | 5870/? [37:38<00:00,  2.60it/s]\nEpoch 0: |          | 5871/? [37:38<00:00,  2.60it/s]\nEpoch 0: |          | 5871/? [37:38<00:00,  2.60it/s]\nEpoch 0: |          | 5872/? [37:38<00:00,  2.60it/s]\nEpoch 0: |          | 5872/? [37:38<00:00,  2.60it/s]\nEpoch 0: |          | 5873/? [37:39<00:00,  2.60it/s]\nEpoch 0: |          | 5873/? [37:39<00:00,  2.60it/s]\nEpoch 0: |          | 5874/? [37:39<00:00,  2.60it/s]\nEpoch 0: |          | 5874/? [37:39<00:00,  2.60it/s]\nEpoch 0: |          | 5875/? [37:39<00:00,  2.60it/s]\nEpoch 0: |          | 5875/? [37:39<00:00,  2.60it/s]\nEpoch 0: |          | 5876/? [37:40<00:00,  2.60it/s]\nEpoch 0: |          | 5876/? [37:40<00:00,  2.60it/s]\nEpoch 0: |          | 5877/? [37:40<00:00,  2.60it/s]\nEpoch 0: |          | 5877/? [37:40<00:00,  2.60it/s]\nEpoch 0: |          | 5878/? [37:40<00:00,  2.60it/s]\nEpoch 0: |          | 5878/? [37:40<00:00,  2.60it/s]\nEpoch 0: |          | 5879/? [37:40<00:00,  2.60it/s]\nEpoch 0: |          | 5879/? [37:40<00:00,  2.60it/s]\nEpoch 0: |          | 5880/? [37:41<00:00,  2.60it/s]\nEpoch 0: |          | 5880/? [37:41<00:00,  2.60it/s]\nEpoch 0: |          | 5881/? [37:41<00:00,  2.60it/s]\nEpoch 0: |          | 5881/? [37:41<00:00,  2.60it/s]\nEpoch 0: |          | 5882/? [37:41<00:00,  2.60it/s]\nEpoch 0: |          | 5882/? [37:41<00:00,  2.60it/s]\nEpoch 0: |          | 5883/? [37:42<00:00,  2.60it/s]\nEpoch 0: |          | 5883/? [37:42<00:00,  2.60it/s]\nEpoch 0: |          | 5884/? [37:42<00:00,  2.60it/s]\nEpoch 0: |          | 5884/? [37:42<00:00,  2.60it/s]\nEpoch 0: |          | 5885/? [37:42<00:00,  2.60it/s]\nEpoch 0: |          | 5885/? [37:42<00:00,  2.60it/s]\nEpoch 0: |          | 5886/? [37:43<00:00,  2.60it/s]\nEpoch 0: |          | 5886/? [37:43<00:00,  2.60it/s]\nEpoch 0: |          | 5887/? [37:43<00:00,  2.60it/s]\nEpoch 0: |          | 5887/? [37:43<00:00,  2.60it/s]\nEpoch 0: |          | 5888/? [37:43<00:00,  2.60it/s]\nEpoch 0: |          | 5888/? [37:43<00:00,  2.60it/s]\nEpoch 0: |          | 5889/? [37:43<00:00,  2.60it/s]\nEpoch 0: |          | 5889/? [37:43<00:00,  2.60it/s]\nEpoch 0: |          | 5890/? [37:44<00:00,  2.60it/s]\nEpoch 0: |          | 5890/? [37:44<00:00,  2.60it/s]\nEpoch 0: |          | 5891/? [37:44<00:00,  2.60it/s]\nEpoch 0: |          | 5891/? [37:44<00:00,  2.60it/s]\nEpoch 0: |          | 5892/? [37:44<00:00,  2.60it/s]\nEpoch 0: |          | 5892/? [37:44<00:00,  2.60it/s]\nEpoch 0: |          | 5893/? [37:45<00:00,  2.60it/s]\nEpoch 0: |          | 5893/? [37:45<00:00,  2.60it/s]\nEpoch 0: |          | 5894/? [37:45<00:00,  2.60it/s]\nEpoch 0: |          | 5894/? [37:45<00:00,  2.60it/s]\nEpoch 0: |          | 5895/? [37:45<00:00,  2.60it/s]\nEpoch 0: |          | 5895/? [37:45<00:00,  2.60it/s]\nEpoch 0: |          | 5896/? [37:45<00:00,  2.60it/s]\nEpoch 0: |          | 5896/? [37:45<00:00,  2.60it/s]\nEpoch 0: |          | 5897/? [37:46<00:00,  2.60it/s]\nEpoch 0: |          | 5897/? [37:46<00:00,  2.60it/s]\nEpoch 0: |          | 5898/? [37:46<00:00,  2.60it/s]\nEpoch 0: |          | 5898/? [37:46<00:00,  2.60it/s]\nEpoch 0: |          | 5899/? [37:46<00:00,  2.60it/s]\nEpoch 0: |          | 5899/? [37:46<00:00,  2.60it/s]\nEpoch 0: |          | 5900/? [37:47<00:00,  2.60it/s]\nEpoch 0: |          | 5900/? [37:47<00:00,  2.60it/s]\nEpoch 0: |          | 5901/? [37:47<00:00,  2.60it/s]\nEpoch 0: |          | 5901/? [37:47<00:00,  2.60it/s]\nEpoch 0: |          | 5902/? [37:47<00:00,  2.60it/s]\nEpoch 0: |          | 5902/? [37:47<00:00,  2.60it/s]\nEpoch 0: |          | 5903/? [37:48<00:00,  2.60it/s]\nEpoch 0: |          | 5903/? [37:48<00:00,  2.60it/s]\nEpoch 0: |          | 5904/? [37:48<00:00,  2.60it/s]\nEpoch 0: |          | 5904/? [37:48<00:00,  2.60it/s]\nEpoch 0: |          | 5905/? [37:48<00:00,  2.60it/s]\nEpoch 0: |          | 5905/? [37:48<00:00,  2.60it/s]\nEpoch 0: |          | 5906/? [37:48<00:00,  2.60it/s]\nEpoch 0: |          | 5906/? [37:48<00:00,  2.60it/s]\nEpoch 0: |          | 5907/? [37:49<00:00,  2.60it/s]\nEpoch 0: |          | 5907/? [37:49<00:00,  2.60it/s]\nEpoch 0: |          | 5908/? [37:49<00:00,  2.60it/s]\nEpoch 0: |          | 5908/? [37:49<00:00,  2.60it/s]\nEpoch 0: |          | 5909/? [37:49<00:00,  2.60it/s]\nEpoch 0: |          | 5909/? [37:49<00:00,  2.60it/s]\nEpoch 0: |          | 5910/? [37:50<00:00,  2.60it/s]\nEpoch 0: |          | 5910/? [37:50<00:00,  2.60it/s]\nEpoch 0: |          | 5911/? [37:50<00:00,  2.60it/s]\nEpoch 0: |          | 5911/? [37:50<00:00,  2.60it/s]\nEpoch 0: |          | 5912/? [37:50<00:00,  2.60it/s]\nEpoch 0: |          | 5912/? [37:50<00:00,  2.60it/s]\nEpoch 0: |          | 5913/? [37:51<00:00,  2.60it/s]\nEpoch 0: |          | 5913/? [37:51<00:00,  2.60it/s]\nEpoch 0: |          | 5914/? [37:51<00:00,  2.60it/s]\nEpoch 0: |          | 5914/? [37:51<00:00,  2.60it/s]\nEpoch 0: |          | 5915/? [37:51<00:00,  2.60it/s]\nEpoch 0: |          | 5915/? [37:51<00:00,  2.60it/s]\nEpoch 0: |          | 5916/? [37:51<00:00,  2.60it/s]\nEpoch 0: |          | 5916/? [37:51<00:00,  2.60it/s]\nEpoch 0: |          | 5917/? [37:52<00:00,  2.60it/s]\nEpoch 0: |          | 5917/? [37:52<00:00,  2.60it/s]\nEpoch 0: |          | 5918/? [37:52<00:00,  2.60it/s]\nEpoch 0: |          | 5918/? [37:52<00:00,  2.60it/s]\nEpoch 0: |          | 5919/? [37:52<00:00,  2.60it/s]\nEpoch 0: |          | 5919/? [37:52<00:00,  2.60it/s]\nEpoch 0: |          | 5920/? [37:53<00:00,  2.60it/s]\nEpoch 0: |          | 5920/? [37:53<00:00,  2.60it/s]\nEpoch 0: |          | 5921/? [37:53<00:00,  2.60it/s]\nEpoch 0: |          | 5921/? [37:53<00:00,  2.60it/s]\nEpoch 0: |          | 5922/? [37:53<00:00,  2.60it/s]\nEpoch 0: |          | 5922/? [37:53<00:00,  2.60it/s]\nEpoch 0: |          | 5923/? [37:54<00:00,  2.60it/s]\nEpoch 0: |          | 5923/? [37:54<00:00,  2.60it/s]\nEpoch 0: |          | 5924/? [37:54<00:00,  2.60it/s]\nEpoch 0: |          | 5924/? [37:54<00:00,  2.60it/s]\nEpoch 0: |          | 5925/? [37:54<00:00,  2.60it/s]\nEpoch 0: |          | 5925/? [37:54<00:00,  2.60it/s]\nEpoch 0: |          | 5926/? [37:54<00:00,  2.60it/s]\nEpoch 0: |          | 5926/? [37:54<00:00,  2.60it/s]\nEpoch 0: |          | 5927/? [37:55<00:00,  2.61it/s]\nEpoch 0: |          | 5927/? [37:55<00:00,  2.61it/s]\nEpoch 0: |          | 5928/? [37:55<00:00,  2.61it/s]\nEpoch 0: |          | 5928/? [37:55<00:00,  2.61it/s]\nEpoch 0: |          | 5929/? [37:55<00:00,  2.61it/s]\nEpoch 0: |          | 5929/? [37:55<00:00,  2.61it/s]\nEpoch 0: |          | 5930/? [37:56<00:00,  2.61it/s]\nEpoch 0: |          | 5930/? [37:56<00:00,  2.61it/s]\nEpoch 0: |          | 5931/? [37:56<00:00,  2.61it/s]\nEpoch 0: |          | 5931/? [37:56<00:00,  2.61it/s]\nEpoch 0: |          | 5932/? [37:56<00:00,  2.61it/s]\nEpoch 0: |          | 5932/? [37:56<00:00,  2.61it/s]\nEpoch 0: |          | 5933/? [37:56<00:00,  2.61it/s]\nEpoch 0: |          | 5933/? [37:56<00:00,  2.61it/s]\nEpoch 0: |          | 5934/? [37:57<00:00,  2.61it/s]\nEpoch 0: |          | 5934/? [37:57<00:00,  2.61it/s]\nEpoch 0: |          | 5935/? [37:57<00:00,  2.61it/s]\nEpoch 0: |          | 5935/? [37:57<00:00,  2.61it/s]\nEpoch 0: |          | 5936/? [37:57<00:00,  2.61it/s]\nEpoch 0: |          | 5936/? [37:57<00:00,  2.61it/s]\nEpoch 0: |          | 5937/? [37:58<00:00,  2.61it/s]\nEpoch 0: |          | 5937/? [37:58<00:00,  2.61it/s]\nEpoch 0: |          | 5938/? [37:58<00:00,  2.61it/s]\nEpoch 0: |          | 5938/? [37:58<00:00,  2.61it/s]\nEpoch 0: |          | 5939/? [37:58<00:00,  2.61it/s]\nEpoch 0: |          | 5939/? [37:58<00:00,  2.61it/s]\nEpoch 0: |          | 5940/? [37:59<00:00,  2.61it/s]\nEpoch 0: |          | 5940/? [37:59<00:00,  2.61it/s]\nEpoch 0: |          | 5941/? [37:59<00:00,  2.61it/s]\nEpoch 0: |          | 5941/? [37:59<00:00,  2.61it/s]\nEpoch 0: |          | 5942/? [37:59<00:00,  2.61it/s]\nEpoch 0: |          | 5942/? [37:59<00:00,  2.61it/s]\nEpoch 0: |          | 5943/? [37:59<00:00,  2.61it/s]\nEpoch 0: |          | 5943/? [37:59<00:00,  2.61it/s]\nEpoch 0: |          | 5944/? [38:00<00:00,  2.61it/s]\nEpoch 0: |          | 5944/? [38:00<00:00,  2.61it/s]\nEpoch 0: |          | 5945/? [38:00<00:00,  2.61it/s]\nEpoch 0: |          | 5945/? [38:00<00:00,  2.61it/s]\nEpoch 0: |          | 5946/? [38:00<00:00,  2.61it/s]\nEpoch 0: |          | 5946/? [38:00<00:00,  2.61it/s]\nEpoch 0: |          | 5947/? [38:01<00:00,  2.61it/s]\nEpoch 0: |          | 5947/? [38:01<00:00,  2.61it/s]\nEpoch 0: |          | 5948/? [38:01<00:00,  2.61it/s]\nEpoch 0: |          | 5948/? [38:01<00:00,  2.61it/s]\nEpoch 0: |          | 5949/? [38:01<00:00,  2.61it/s]\nEpoch 0: |          | 5949/? [38:01<00:00,  2.61it/s]\nEpoch 0: |          | 5950/? [38:02<00:00,  2.61it/s]\nEpoch 0: |          | 5950/? [38:02<00:00,  2.61it/s]\nEpoch 0: |          | 5951/? [38:02<00:00,  2.61it/s]\nEpoch 0: |          | 5951/? [38:02<00:00,  2.61it/s]\nEpoch 0: |          | 5952/? [38:02<00:00,  2.61it/s]\nEpoch 0: |          | 5952/? [38:02<00:00,  2.61it/s]\nEpoch 0: |          | 5953/? [38:03<00:00,  2.61it/s]\nEpoch 0: |          | 5953/? [38:03<00:00,  2.61it/s]\nEpoch 0: |          | 5954/? [38:03<00:00,  2.61it/s]\nEpoch 0: |          | 5954/? [38:03<00:00,  2.61it/s]\nEpoch 0: |          | 5955/? [38:03<00:00,  2.61it/s]\nEpoch 0: |          | 5955/? [38:03<00:00,  2.61it/s]\nEpoch 0: |          | 5956/? [38:03<00:00,  2.61it/s]\nEpoch 0: |          | 5956/? [38:03<00:00,  2.61it/s]\nEpoch 0: |          | 5957/? [38:04<00:00,  2.61it/s]\nEpoch 0: |          | 5957/? [38:04<00:00,  2.61it/s]\nEpoch 0: |          | 5958/? [38:04<00:00,  2.61it/s]\nEpoch 0: |          | 5958/? [38:04<00:00,  2.61it/s]\nEpoch 0: |          | 5959/? [38:04<00:00,  2.61it/s]\nEpoch 0: |          | 5959/? [38:04<00:00,  2.61it/s]\nEpoch 0: |          | 5960/? [38:05<00:00,  2.61it/s]\nEpoch 0: |          | 5960/? [38:05<00:00,  2.61it/s]\nEpoch 0: |          | 5961/? [38:05<00:00,  2.61it/s]\nEpoch 0: |          | 5961/? [38:05<00:00,  2.61it/s]\nEpoch 0: |          | 5962/? [38:05<00:00,  2.61it/s]\nEpoch 0: |          | 5962/? [38:05<00:00,  2.61it/s]\nEpoch 0: |          | 5963/? [38:05<00:00,  2.61it/s]\nEpoch 0: |          | 5963/? [38:05<00:00,  2.61it/s]\nEpoch 0: |          | 5964/? [38:06<00:00,  2.61it/s]\nEpoch 0: |          | 5964/? [38:06<00:00,  2.61it/s]\nEpoch 0: |          | 5965/? [38:06<00:00,  2.61it/s]\nEpoch 0: |          | 5965/? [38:06<00:00,  2.61it/s]\nEpoch 0: |          | 5966/? [38:06<00:00,  2.61it/s]\nEpoch 0: |          | 5966/? [38:06<00:00,  2.61it/s]\nEpoch 0: |          | 5967/? [38:07<00:00,  2.61it/s]\nEpoch 0: |          | 5967/? [38:07<00:00,  2.61it/s]\nEpoch 0: |          | 5968/? [38:07<00:00,  2.61it/s]\nEpoch 0: |          | 5968/? [38:07<00:00,  2.61it/s]\nEpoch 0: |          | 5969/? [38:07<00:00,  2.61it/s]\nEpoch 0: |          | 5969/? [38:07<00:00,  2.61it/s]\nEpoch 0: |          | 5970/? [38:08<00:00,  2.61it/s]\nEpoch 0: |          | 5970/? [38:08<00:00,  2.61it/s]\nEpoch 0: |          | 5971/? [38:08<00:00,  2.61it/s]\nEpoch 0: |          | 5971/? [38:08<00:00,  2.61it/s]\nEpoch 0: |          | 5972/? [38:08<00:00,  2.61it/s]\nEpoch 0: |          | 5972/? [38:08<00:00,  2.61it/s]\nEpoch 0: |          | 5973/? [38:08<00:00,  2.61it/s]\nEpoch 0: |          | 5973/? [38:08<00:00,  2.61it/s]\nEpoch 0: |          | 5974/? [38:09<00:00,  2.61it/s]\nEpoch 0: |          | 5974/? [38:09<00:00,  2.61it/s]\nEpoch 0: |          | 5975/? [38:09<00:00,  2.61it/s]\nEpoch 0: |          | 5975/? [38:09<00:00,  2.61it/s]\nEpoch 0: |          | 5976/? [38:09<00:00,  2.61it/s]\nEpoch 0: |          | 5976/? [38:09<00:00,  2.61it/s]\nEpoch 0: |          | 5977/? [38:10<00:00,  2.61it/s]\nEpoch 0: |          | 5977/? [38:10<00:00,  2.61it/s]\nEpoch 0: |          | 5978/? [38:10<00:00,  2.61it/s]\nEpoch 0: |          | 5978/? [38:10<00:00,  2.61it/s]\nEpoch 0: |          | 5979/? [38:10<00:00,  2.61it/s]\nEpoch 0: |          | 5979/? [38:10<00:00,  2.61it/s]\nEpoch 0: |          | 5980/? [38:11<00:00,  2.61it/s]\nEpoch 0: |          | 5980/? [38:11<00:00,  2.61it/s]\nEpoch 0: |          | 5981/? [38:11<00:00,  2.61it/s]\nEpoch 0: |          | 5981/? [38:11<00:00,  2.61it/s]\nEpoch 0: |          | 5982/? [38:11<00:00,  2.61it/s]\nEpoch 0: |          | 5982/? [38:11<00:00,  2.61it/s]\nEpoch 0: |          | 5983/? [38:11<00:00,  2.61it/s]\nEpoch 0: |          | 5983/? [38:11<00:00,  2.61it/s]\nEpoch 0: |          | 5984/? [38:12<00:00,  2.61it/s]\nEpoch 0: |          | 5984/? [38:12<00:00,  2.61it/s]\nEpoch 0: |          | 5985/? [38:12<00:00,  2.61it/s]\nEpoch 0: |          | 5985/? [38:12<00:00,  2.61it/s]\nEpoch 0: |          | 5986/? [38:12<00:00,  2.61it/s]\nEpoch 0: |          | 5986/? [38:12<00:00,  2.61it/s]\nEpoch 0: |          | 5987/? [38:13<00:00,  2.61it/s]\nEpoch 0: |          | 5987/? [38:13<00:00,  2.61it/s]\nEpoch 0: |          | 5988/? [38:13<00:00,  2.61it/s]\nEpoch 0: |          | 5988/? [38:13<00:00,  2.61it/s]\nEpoch 0: |          | 5989/? [38:13<00:00,  2.61it/s]\nEpoch 0: |          | 5989/? [38:13<00:00,  2.61it/s]\nEpoch 0: |          | 5990/? [38:13<00:00,  2.61it/s]\nEpoch 0: |          | 5990/? [38:13<00:00,  2.61it/s]\nEpoch 0: |          | 5991/? [38:14<00:00,  2.61it/s]\nEpoch 0: |          | 5991/? [38:14<00:00,  2.61it/s]\nEpoch 0: |          | 5992/? [38:14<00:00,  2.61it/s]\nEpoch 0: |          | 5992/? [38:14<00:00,  2.61it/s]\nEpoch 0: |          | 5993/? [38:14<00:00,  2.61it/s]\nEpoch 0: |          | 5993/? [38:14<00:00,  2.61it/s]\nEpoch 0: |          | 5994/? [38:15<00:00,  2.61it/s]\nEpoch 0: |          | 5994/? [38:15<00:00,  2.61it/s]\nEpoch 0: |          | 5995/? [38:15<00:00,  2.61it/s]\nEpoch 0: |          | 5995/? [38:15<00:00,  2.61it/s]\nEpoch 0: |          | 5996/? [38:15<00:00,  2.61it/s]\nEpoch 0: |          | 5996/? [38:15<00:00,  2.61it/s]\nEpoch 0: |          | 5997/? [38:16<00:00,  2.61it/s]\nEpoch 0: |          | 5997/? [38:16<00:00,  2.61it/s]\nEpoch 0: |          | 5998/? [38:16<00:00,  2.61it/s]\nEpoch 0: |          | 5998/? [38:16<00:00,  2.61it/s]\nEpoch 0: |          | 5999/? [38:16<00:00,  2.61it/s]\nEpoch 0: |          | 5999/? [38:16<00:00,  2.61it/s]\nEpoch 0: |          | 6000/? [38:16<00:00,  2.61it/s]\nEpoch 0: |          | 6000/? [38:16<00:00,  2.61it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.99it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 11.89it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 11.52it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 11.74it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 6000/? [38:17<00:00,  2.61it/s]\nEpoch 0: |          | 6001/? [38:17<00:00,  2.61it/s]\nEpoch 0: |          | 6001/? [38:17<00:00,  2.61it/s]\nEpoch 0: |          | 6002/? [38:17<00:00,  2.61it/s]\nEpoch 0: |          | 6002/? [38:17<00:00,  2.61it/s]\nEpoch 0: |          | 6003/? [38:18<00:00,  2.61it/s]\nEpoch 0: |          | 6003/? [38:18<00:00,  2.61it/s]\nEpoch 0: |          | 6004/? [38:18<00:00,  2.61it/s]\nEpoch 0: |          | 6004/? [38:18<00:00,  2.61it/s]\nEpoch 0: |          | 6005/? [38:18<00:00,  2.61it/s]\nEpoch 0: |          | 6005/? [38:18<00:00,  2.61it/s]\nEpoch 0: |          | 6006/? [38:19<00:00,  2.61it/s]\nEpoch 0: |          | 6006/? [38:19<00:00,  2.61it/s]\nEpoch 0: |          | 6007/? [38:19<00:00,  2.61it/s]\nEpoch 0: |          | 6007/? [38:19<00:00,  2.61it/s]\nEpoch 0: |          | 6008/? [38:19<00:00,  2.61it/s]\nEpoch 0: |          | 6008/? [38:19<00:00,  2.61it/s]\nEpoch 0: |          | 6009/? [38:19<00:00,  2.61it/s]\nEpoch 0: |          | 6009/? [38:19<00:00,  2.61it/s]\nEpoch 0: |          | 6010/? [38:20<00:00,  2.61it/s]\nEpoch 0: |          | 6010/? [38:20<00:00,  2.61it/s]\nEpoch 0: |          | 6011/? [38:20<00:00,  2.61it/s]\nEpoch 0: |          | 6011/? [38:20<00:00,  2.61it/s]\nEpoch 0: |          | 6012/? [38:20<00:00,  2.61it/s]\nEpoch 0: |          | 6012/? [38:20<00:00,  2.61it/s]\nEpoch 0: |          | 6013/? [38:21<00:00,  2.61it/s]\nEpoch 0: |          | 6013/? [38:21<00:00,  2.61it/s]\nEpoch 0: |          | 6014/? [38:21<00:00,  2.61it/s]\nEpoch 0: |          | 6014/? [38:21<00:00,  2.61it/s]\nEpoch 0: |          | 6015/? [38:21<00:00,  2.61it/s]\nEpoch 0: |          | 6015/? [38:21<00:00,  2.61it/s]\nEpoch 0: |          | 6016/? [38:22<00:00,  2.61it/s]\nEpoch 0: |          | 6016/? [38:22<00:00,  2.61it/s]\nEpoch 0: |          | 6017/? [38:22<00:00,  2.61it/s]\nEpoch 0: |          | 6017/? [38:22<00:00,  2.61it/s]\nEpoch 0: |          | 6018/? [38:22<00:00,  2.61it/s]\nEpoch 0: |          | 6018/? [38:22<00:00,  2.61it/s]\nEpoch 0: |          | 6019/? [38:22<00:00,  2.61it/s]\nEpoch 0: |          | 6019/? [38:22<00:00,  2.61it/s]\nEpoch 0: |          | 6020/? [38:23<00:00,  2.61it/s]\nEpoch 0: |          | 6020/? [38:23<00:00,  2.61it/s]\nEpoch 0: |          | 6021/? [38:23<00:00,  2.61it/s]\nEpoch 0: |          | 6021/? [38:23<00:00,  2.61it/s]\nEpoch 0: |          | 6022/? [38:23<00:00,  2.61it/s]\nEpoch 0: |          | 6022/? [38:23<00:00,  2.61it/s]\nEpoch 0: |          | 6023/? [38:24<00:00,  2.61it/s]\nEpoch 0: |          | 6023/? [38:24<00:00,  2.61it/s]\nEpoch 0: |          | 6024/? [38:24<00:00,  2.61it/s]\nEpoch 0: |          | 6024/? [38:24<00:00,  2.61it/s]\nEpoch 0: |          | 6025/? [38:24<00:00,  2.61it/s]\nEpoch 0: |          | 6025/? [38:24<00:00,  2.61it/s]\nEpoch 0: |          | 6026/? [38:25<00:00,  2.61it/s]\nEpoch 0: |          | 6026/? [38:25<00:00,  2.61it/s]\nEpoch 0: |          | 6027/? [38:25<00:00,  2.61it/s]\nEpoch 0: |          | 6027/? [38:25<00:00,  2.61it/s]\nEpoch 0: |          | 6028/? [38:25<00:00,  2.61it/s]\nEpoch 0: |          | 6028/? [38:25<00:00,  2.61it/s]\nEpoch 0: |          | 6029/? [38:25<00:00,  2.61it/s]\nEpoch 0: |          | 6029/? [38:25<00:00,  2.61it/s]\nEpoch 0: |          | 6030/? [38:26<00:00,  2.61it/s]\nEpoch 0: |          | 6030/? [38:26<00:00,  2.61it/s]\nEpoch 0: |          | 6031/? [38:26<00:00,  2.61it/s]\nEpoch 0: |          | 6031/? [38:26<00:00,  2.61it/s]\nEpoch 0: |          | 6032/? [38:26<00:00,  2.61it/s]\nEpoch 0: |          | 6032/? [38:26<00:00,  2.61it/s]\nEpoch 0: |          | 6033/? [38:27<00:00,  2.61it/s]\nEpoch 0: |          | 6033/? [38:27<00:00,  2.61it/s]\nEpoch 0: |          | 6034/? [38:27<00:00,  2.62it/s]\nEpoch 0: |          | 6034/? [38:27<00:00,  2.62it/s]\nEpoch 0: |          | 6035/? [38:27<00:00,  2.62it/s]\nEpoch 0: |          | 6035/? [38:27<00:00,  2.62it/s]\nEpoch 0: |          | 6036/? [38:28<00:00,  2.62it/s]\nEpoch 0: |          | 6036/? [38:28<00:00,  2.62it/s]\nEpoch 0: |          | 6037/? [38:28<00:00,  2.62it/s]\nEpoch 0: |          | 6037/? [38:28<00:00,  2.62it/s]\nEpoch 0: |          | 6038/? [38:28<00:00,  2.62it/s]\nEpoch 0: |          | 6038/? [38:28<00:00,  2.62it/s]\nEpoch 0: |          | 6039/? [38:28<00:00,  2.62it/s]\nEpoch 0: |          | 6039/? [38:28<00:00,  2.62it/s]\nEpoch 0: |          | 6040/? [38:29<00:00,  2.62it/s]\nEpoch 0: |          | 6040/? [38:29<00:00,  2.62it/s]\nEpoch 0: |          | 6041/? [38:29<00:00,  2.62it/s]\nEpoch 0: |          | 6041/? [38:29<00:00,  2.62it/s]\nEpoch 0: |          | 6042/? [38:29<00:00,  2.62it/s]\nEpoch 0: |          | 6042/? [38:29<00:00,  2.62it/s]\nEpoch 0: |          | 6043/? [38:30<00:00,  2.62it/s]\nEpoch 0: |          | 6043/? [38:30<00:00,  2.62it/s]\nEpoch 0: |          | 6044/? [38:30<00:00,  2.62it/s]\nEpoch 0: |          | 6044/? [38:30<00:00,  2.62it/s]\nEpoch 0: |          | 6045/? [38:30<00:00,  2.62it/s]\nEpoch 0: |          | 6045/? [38:30<00:00,  2.62it/s]\nEpoch 0: |          | 6046/? [38:30<00:00,  2.62it/s]\nEpoch 0: |          | 6046/? [38:30<00:00,  2.62it/s]\nEpoch 0: |          | 6047/? [38:31<00:00,  2.62it/s]\nEpoch 0: |          | 6047/? [38:31<00:00,  2.62it/s]\nEpoch 0: |          | 6048/? [38:31<00:00,  2.62it/s]\nEpoch 0: |          | 6048/? [38:31<00:00,  2.62it/s]\nEpoch 0: |          | 6049/? [38:31<00:00,  2.62it/s]\nEpoch 0: |          | 6049/? [38:31<00:00,  2.62it/s]\nEpoch 0: |          | 6050/? [38:32<00:00,  2.62it/s]\nEpoch 0: |          | 6050/? [38:32<00:00,  2.62it/s]\nEpoch 0: |          | 6051/? [38:32<00:00,  2.62it/s]\nEpoch 0: |          | 6051/? [38:32<00:00,  2.62it/s]\nEpoch 0: |          | 6052/? [38:32<00:00,  2.62it/s]\nEpoch 0: |          | 6052/? [38:32<00:00,  2.62it/s]\nEpoch 0: |          | 6053/? [38:33<00:00,  2.62it/s]\nEpoch 0: |          | 6053/? [38:33<00:00,  2.62it/s]\nEpoch 0: |          | 6054/? [38:33<00:00,  2.62it/s]\nEpoch 0: |          | 6054/? [38:33<00:00,  2.62it/s]\nEpoch 0: |          | 6055/? [38:33<00:00,  2.62it/s]\nEpoch 0: |          | 6055/? [38:33<00:00,  2.62it/s]\nEpoch 0: |          | 6056/? [38:33<00:00,  2.62it/s]\nEpoch 0: |          | 6056/? [38:33<00:00,  2.62it/s]\nEpoch 0: |          | 6057/? [38:34<00:00,  2.62it/s]\nEpoch 0: |          | 6057/? [38:34<00:00,  2.62it/s]\nEpoch 0: |          | 6058/? [38:34<00:00,  2.62it/s]\nEpoch 0: |          | 6058/? [38:34<00:00,  2.62it/s]\nEpoch 0: |          | 6059/? [38:34<00:00,  2.62it/s]\nEpoch 0: |          | 6059/? [38:34<00:00,  2.62it/s]\nEpoch 0: |          | 6060/? [38:35<00:00,  2.62it/s]\nEpoch 0: |          | 6060/? [38:35<00:00,  2.62it/s]\nEpoch 0: |          | 6061/? [38:35<00:00,  2.62it/s]\nEpoch 0: |          | 6061/? [38:35<00:00,  2.62it/s]\nEpoch 0: |          | 6062/? [38:35<00:00,  2.62it/s]\nEpoch 0: |          | 6062/? [38:35<00:00,  2.62it/s]\nEpoch 0: |          | 6063/? [38:36<00:00,  2.62it/s]\nEpoch 0: |          | 6063/? [38:36<00:00,  2.62it/s]\nEpoch 0: |          | 6064/? [38:36<00:00,  2.62it/s]\nEpoch 0: |          | 6064/? [38:36<00:00,  2.62it/s]\nEpoch 0: |          | 6065/? [38:36<00:00,  2.62it/s]\nEpoch 0: |          | 6065/? [38:36<00:00,  2.62it/s]\nEpoch 0: |          | 6066/? [38:36<00:00,  2.62it/s]\nEpoch 0: |          | 6066/? [38:36<00:00,  2.62it/s]\nEpoch 0: |          | 6067/? [38:37<00:00,  2.62it/s]\nEpoch 0: |          | 6067/? [38:37<00:00,  2.62it/s]\nEpoch 0: |          | 6068/? [38:37<00:00,  2.62it/s]\nEpoch 0: |          | 6068/? [38:37<00:00,  2.62it/s]\nEpoch 0: |          | 6069/? [38:37<00:00,  2.62it/s]\nEpoch 0: |          | 6069/? [38:37<00:00,  2.62it/s]\nEpoch 0: |          | 6070/? [38:38<00:00,  2.62it/s]\nEpoch 0: |          | 6070/? [38:38<00:00,  2.62it/s]\nEpoch 0: |          | 6071/? [38:38<00:00,  2.62it/s]\nEpoch 0: |          | 6071/? [38:38<00:00,  2.62it/s]\nEpoch 0: |          | 6072/? [38:38<00:00,  2.62it/s]\nEpoch 0: |          | 6072/? [38:38<00:00,  2.62it/s]\nEpoch 0: |          | 6073/? [38:39<00:00,  2.62it/s]\nEpoch 0: |          | 6073/? [38:39<00:00,  2.62it/s]\nEpoch 0: |          | 6074/? [38:39<00:00,  2.62it/s]\nEpoch 0: |          | 6074/? [38:39<00:00,  2.62it/s]\nEpoch 0: |          | 6075/? [38:39<00:00,  2.62it/s]\nEpoch 0: |          | 6075/? [38:39<00:00,  2.62it/s]\nEpoch 0: |          | 6076/? [38:39<00:00,  2.62it/s]\nEpoch 0: |          | 6076/? [38:39<00:00,  2.62it/s]\nEpoch 0: |          | 6077/? [38:40<00:00,  2.62it/s]\nEpoch 0: |          | 6077/? [38:40<00:00,  2.62it/s]\nEpoch 0: |          | 6078/? [38:40<00:00,  2.62it/s]\nEpoch 0: |          | 6078/? [38:40<00:00,  2.62it/s]\nEpoch 0: |          | 6079/? [38:40<00:00,  2.62it/s]\nEpoch 0: |          | 6079/? [38:40<00:00,  2.62it/s]\nEpoch 0: |          | 6080/? [38:41<00:00,  2.62it/s]\nEpoch 0: |          | 6080/? [38:41<00:00,  2.62it/s]\nEpoch 0: |          | 6081/? [38:41<00:00,  2.62it/s]\nEpoch 0: |          | 6081/? [38:41<00:00,  2.62it/s]\nEpoch 0: |          | 6082/? [38:41<00:00,  2.62it/s]\nEpoch 0: |          | 6082/? [38:41<00:00,  2.62it/s]\nEpoch 0: |          | 6083/? [38:41<00:00,  2.62it/s]\nEpoch 0: |          | 6083/? [38:41<00:00,  2.62it/s]\nEpoch 0: |          | 6084/? [38:42<00:00,  2.62it/s]\nEpoch 0: |          | 6084/? [38:42<00:00,  2.62it/s]\nEpoch 0: |          | 6085/? [38:42<00:00,  2.62it/s]\nEpoch 0: |          | 6085/? [38:42<00:00,  2.62it/s]\nEpoch 0: |          | 6086/? [38:42<00:00,  2.62it/s]\nEpoch 0: |          | 6086/? [38:42<00:00,  2.62it/s]\nEpoch 0: |          | 6087/? [38:43<00:00,  2.62it/s]\nEpoch 0: |          | 6087/? [38:43<00:00,  2.62it/s]\nEpoch 0: |          | 6088/? [38:43<00:00,  2.62it/s]\nEpoch 0: |          | 6088/? [38:43<00:00,  2.62it/s]\nEpoch 0: |          | 6089/? [38:43<00:00,  2.62it/s]\nEpoch 0: |          | 6089/? [38:43<00:00,  2.62it/s]\nEpoch 0: |          | 6090/? [38:44<00:00,  2.62it/s]\nEpoch 0: |          | 6090/? [38:44<00:00,  2.62it/s]\nEpoch 0: |          | 6091/? [38:44<00:00,  2.62it/s]\nEpoch 0: |          | 6091/? [38:44<00:00,  2.62it/s]\nEpoch 0: |          | 6092/? [38:44<00:00,  2.62it/s]\nEpoch 0: |          | 6092/? [38:44<00:00,  2.62it/s]\nEpoch 0: |          | 6093/? [38:44<00:00,  2.62it/s]\nEpoch 0: |          | 6093/? [38:44<00:00,  2.62it/s]\nEpoch 0: |          | 6094/? [38:45<00:00,  2.62it/s]\nEpoch 0: |          | 6094/? [38:45<00:00,  2.62it/s]\nEpoch 0: |          | 6095/? [38:45<00:00,  2.62it/s]\nEpoch 0: |          | 6095/? [38:45<00:00,  2.62it/s]\nEpoch 0: |          | 6096/? [38:45<00:00,  2.62it/s]\nEpoch 0: |          | 6096/? [38:45<00:00,  2.62it/s]\nEpoch 0: |          | 6097/? [38:46<00:00,  2.62it/s]\nEpoch 0: |          | 6097/? [38:46<00:00,  2.62it/s]\nEpoch 0: |          | 6098/? [38:46<00:00,  2.62it/s]\nEpoch 0: |          | 6098/? [38:46<00:00,  2.62it/s]\nEpoch 0: |          | 6099/? [38:46<00:00,  2.62it/s]\nEpoch 0: |          | 6099/? [38:46<00:00,  2.62it/s]\nEpoch 0: |          | 6100/? [38:47<00:00,  2.62it/s]\nEpoch 0: |          | 6100/? [38:47<00:00,  2.62it/s]\nEpoch 0: |          | 6101/? [38:47<00:00,  2.62it/s]\nEpoch 0: |          | 6101/? [38:47<00:00,  2.62it/s]\nEpoch 0: |          | 6102/? [38:47<00:00,  2.62it/s]\nEpoch 0: |          | 6102/? [38:47<00:00,  2.62it/s]\nEpoch 0: |          | 6103/? [38:47<00:00,  2.62it/s]\nEpoch 0: |          | 6103/? [38:47<00:00,  2.62it/s]\nEpoch 0: |          | 6104/? [38:48<00:00,  2.62it/s]\nEpoch 0: |          | 6104/? [38:48<00:00,  2.62it/s]\nEpoch 0: |          | 6105/? [38:48<00:00,  2.62it/s]\nEpoch 0: |          | 6105/? [38:48<00:00,  2.62it/s]\nEpoch 0: |          | 6106/? [38:48<00:00,  2.62it/s]\nEpoch 0: |          | 6106/? [38:48<00:00,  2.62it/s]\nEpoch 0: |          | 6107/? [38:49<00:00,  2.62it/s]\nEpoch 0: |          | 6107/? [38:49<00:00,  2.62it/s]\nEpoch 0: |          | 6108/? [38:49<00:00,  2.62it/s]\nEpoch 0: |          | 6108/? [38:49<00:00,  2.62it/s]\nEpoch 0: |          | 6109/? [38:49<00:00,  2.62it/s]\nEpoch 0: |          | 6109/? [38:49<00:00,  2.62it/s]\nEpoch 0: |          | 6110/? [38:50<00:00,  2.62it/s]\nEpoch 0: |          | 6110/? [38:50<00:00,  2.62it/s]\nEpoch 0: |          | 6111/? [38:50<00:00,  2.62it/s]\nEpoch 0: |          | 6111/? [38:50<00:00,  2.62it/s]\nEpoch 0: |          | 6112/? [38:50<00:00,  2.62it/s]\nEpoch 0: |          | 6112/? [38:50<00:00,  2.62it/s]\nEpoch 0: |          | 6113/? [38:50<00:00,  2.62it/s]\nEpoch 0: |          | 6113/? [38:50<00:00,  2.62it/s]\nEpoch 0: |          | 6114/? [38:51<00:00,  2.62it/s]\nEpoch 0: |          | 6114/? [38:51<00:00,  2.62it/s]\nEpoch 0: |          | 6115/? [38:51<00:00,  2.62it/s]\nEpoch 0: |          | 6115/? [38:51<00:00,  2.62it/s]\nEpoch 0: |          | 6116/? [38:51<00:00,  2.62it/s]\nEpoch 0: |          | 6116/? [38:51<00:00,  2.62it/s]\nEpoch 0: |          | 6117/? [38:52<00:00,  2.62it/s]\nEpoch 0: |          | 6117/? [38:52<00:00,  2.62it/s]\nEpoch 0: |          | 6118/? [38:52<00:00,  2.62it/s]\nEpoch 0: |          | 6118/? [38:52<00:00,  2.62it/s]\nEpoch 0: |          | 6119/? [38:52<00:00,  2.62it/s]\nEpoch 0: |          | 6119/? [38:52<00:00,  2.62it/s]\nEpoch 0: |          | 6120/? [38:52<00:00,  2.62it/s]\nEpoch 0: |          | 6120/? [38:52<00:00,  2.62it/s]\nEpoch 0: |          | 6121/? [38:53<00:00,  2.62it/s]\nEpoch 0: |          | 6121/? [38:53<00:00,  2.62it/s]\nEpoch 0: |          | 6122/? [38:53<00:00,  2.62it/s]\nEpoch 0: |          | 6122/? [38:53<00:00,  2.62it/s]\nEpoch 0: |          | 6123/? [38:53<00:00,  2.62it/s]\nEpoch 0: |          | 6123/? [38:53<00:00,  2.62it/s]\nEpoch 0: |          | 6124/? [38:54<00:00,  2.62it/s]\nEpoch 0: |          | 6124/? [38:54<00:00,  2.62it/s]\nEpoch 0: |          | 6125/? [38:54<00:00,  2.62it/s]\nEpoch 0: |          | 6125/? [38:54<00:00,  2.62it/s]\nEpoch 0: |          | 6126/? [38:54<00:00,  2.62it/s]\nEpoch 0: |          | 6126/? [38:54<00:00,  2.62it/s]\nEpoch 0: |          | 6127/? [38:55<00:00,  2.62it/s]\nEpoch 0: |          | 6127/? [38:55<00:00,  2.62it/s]\nEpoch 0: |          | 6128/? [38:55<00:00,  2.62it/s]\nEpoch 0: |          | 6128/? [38:55<00:00,  2.62it/s]\nEpoch 0: |          | 6129/? [38:55<00:00,  2.62it/s]\nEpoch 0: |          | 6129/? [38:55<00:00,  2.62it/s]\nEpoch 0: |          | 6130/? [38:55<00:00,  2.62it/s]\nEpoch 0: |          | 6130/? [38:55<00:00,  2.62it/s]\nEpoch 0: |          | 6131/? [38:56<00:00,  2.62it/s]\nEpoch 0: |          | 6131/? [38:56<00:00,  2.62it/s]\nEpoch 0: |          | 6132/? [38:56<00:00,  2.62it/s]\nEpoch 0: |          | 6132/? [38:56<00:00,  2.62it/s]\nEpoch 0: |          | 6133/? [38:56<00:00,  2.62it/s]\nEpoch 0: |          | 6133/? [38:56<00:00,  2.62it/s]\nEpoch 0: |          | 6134/? [38:57<00:00,  2.62it/s]\nEpoch 0: |          | 6134/? [38:57<00:00,  2.62it/s]\nEpoch 0: |          | 6135/? [38:57<00:00,  2.62it/s]\nEpoch 0: |          | 6135/? [38:57<00:00,  2.62it/s]\nEpoch 0: |          | 6136/? [38:57<00:00,  2.62it/s]\nEpoch 0: |          | 6136/? [38:57<00:00,  2.62it/s]\nEpoch 0: |          | 6137/? [38:57<00:00,  2.62it/s]\nEpoch 0: |          | 6137/? [38:57<00:00,  2.62it/s]\nEpoch 0: |          | 6138/? [38:58<00:00,  2.63it/s]\nEpoch 0: |          | 6138/? [38:58<00:00,  2.63it/s]\nEpoch 0: |          | 6139/? [38:58<00:00,  2.63it/s]\nEpoch 0: |          | 6139/? [38:58<00:00,  2.63it/s]\nEpoch 0: |          | 6140/? [38:58<00:00,  2.63it/s]\nEpoch 0: |          | 6140/? [38:58<00:00,  2.63it/s]\nEpoch 0: |          | 6141/? [38:59<00:00,  2.63it/s]\nEpoch 0: |          | 6141/? [38:59<00:00,  2.63it/s]\nEpoch 0: |          | 6142/? [38:59<00:00,  2.63it/s]\nEpoch 0: |          | 6142/? [38:59<00:00,  2.63it/s]\nEpoch 0: |          | 6143/? [38:59<00:00,  2.63it/s]\nEpoch 0: |          | 6143/? [38:59<00:00,  2.63it/s]\nEpoch 0: |          | 6144/? [39:00<00:00,  2.63it/s]\nEpoch 0: |          | 6144/? [39:00<00:00,  2.63it/s]\nEpoch 0: |          | 6145/? [39:00<00:00,  2.63it/s]\nEpoch 0: |          | 6145/? [39:00<00:00,  2.63it/s]\nEpoch 0: |          | 6146/? [39:00<00:00,  2.63it/s]\nEpoch 0: |          | 6146/? [39:00<00:00,  2.63it/s]\nEpoch 0: |          | 6147/? [39:00<00:00,  2.63it/s]\nEpoch 0: |          | 6147/? [39:00<00:00,  2.63it/s]\nEpoch 0: |          | 6148/? [39:01<00:00,  2.63it/s]\nEpoch 0: |          | 6148/? [39:01<00:00,  2.63it/s]\nEpoch 0: |          | 6149/? [39:01<00:00,  2.63it/s]\nEpoch 0: |          | 6149/? [39:01<00:00,  2.63it/s]\nEpoch 0: |          | 6150/? [39:01<00:00,  2.63it/s]\nEpoch 0: |          | 6150/? [39:01<00:00,  2.63it/s]\nEpoch 0: |          | 6151/? [39:02<00:00,  2.63it/s]\nEpoch 0: |          | 6151/? [39:02<00:00,  2.63it/s]\nEpoch 0: |          | 6152/? [39:02<00:00,  2.63it/s]\nEpoch 0: |          | 6152/? [39:02<00:00,  2.63it/s]\nEpoch 0: |          | 6153/? [39:02<00:00,  2.63it/s]\nEpoch 0: |          | 6153/? [39:02<00:00,  2.63it/s]\nEpoch 0: |          | 6154/? [39:03<00:00,  2.63it/s]\nEpoch 0: |          | 6154/? [39:03<00:00,  2.63it/s]\nEpoch 0: |          | 6155/? [39:03<00:00,  2.63it/s]\nEpoch 0: |          | 6155/? [39:03<00:00,  2.63it/s]\nEpoch 0: |          | 6156/? [39:03<00:00,  2.63it/s]\nEpoch 0: |          | 6156/? [39:03<00:00,  2.63it/s]\nEpoch 0: |          | 6157/? [39:03<00:00,  2.63it/s]\nEpoch 0: |          | 6157/? [39:03<00:00,  2.63it/s]\nEpoch 0: |          | 6158/? [39:04<00:00,  2.63it/s]\nEpoch 0: |          | 6158/? [39:04<00:00,  2.63it/s]\nEpoch 0: |          | 6159/? [39:04<00:00,  2.63it/s]\nEpoch 0: |          | 6159/? [39:04<00:00,  2.63it/s]\nEpoch 0: |          | 6160/? [39:04<00:00,  2.63it/s]\nEpoch 0: |          | 6160/? [39:04<00:00,  2.63it/s]\nEpoch 0: |          | 6161/? [39:05<00:00,  2.63it/s]\nEpoch 0: |          | 6161/? [39:05<00:00,  2.63it/s]\nEpoch 0: |          | 6162/? [39:05<00:00,  2.63it/s]\nEpoch 0: |          | 6162/? [39:05<00:00,  2.63it/s]\nEpoch 0: |          | 6163/? [39:05<00:00,  2.63it/s]\nEpoch 0: |          | 6163/? [39:05<00:00,  2.63it/s]\nEpoch 0: |          | 6164/? [39:06<00:00,  2.63it/s]\nEpoch 0: |          | 6164/? [39:06<00:00,  2.63it/s]\nEpoch 0: |          | 6165/? [39:06<00:00,  2.63it/s]\nEpoch 0: |          | 6165/? [39:06<00:00,  2.63it/s]\nEpoch 0: |          | 6166/? [39:06<00:00,  2.63it/s]\nEpoch 0: |          | 6166/? [39:06<00:00,  2.63it/s]\nEpoch 0: |          | 6167/? [39:06<00:00,  2.63it/s]\nEpoch 0: |          | 6167/? [39:06<00:00,  2.63it/s]\nEpoch 0: |          | 6168/? [39:07<00:00,  2.63it/s]\nEpoch 0: |          | 6168/? [39:07<00:00,  2.63it/s]\nEpoch 0: |          | 6169/? [39:07<00:00,  2.63it/s]\nEpoch 0: |          | 6169/? [39:07<00:00,  2.63it/s]\nEpoch 0: |          | 6170/? [39:07<00:00,  2.63it/s]\nEpoch 0: |          | 6170/? [39:07<00:00,  2.63it/s]\nEpoch 0: |          | 6171/? [39:08<00:00,  2.63it/s]\nEpoch 0: |          | 6171/? [39:08<00:00,  2.63it/s]\nEpoch 0: |          | 6172/? [39:08<00:00,  2.63it/s]\nEpoch 0: |          | 6172/? [39:08<00:00,  2.63it/s]\nEpoch 0: |          | 6173/? [39:08<00:00,  2.63it/s]\nEpoch 0: |          | 6173/? [39:08<00:00,  2.63it/s]\nEpoch 0: |          | 6174/? [39:09<00:00,  2.63it/s]\nEpoch 0: |          | 6174/? [39:09<00:00,  2.63it/s]\nEpoch 0: |          | 6175/? [39:09<00:00,  2.63it/s]\nEpoch 0: |          | 6175/? [39:09<00:00,  2.63it/s]\nEpoch 0: |          | 6176/? [39:09<00:00,  2.63it/s]\nEpoch 0: |          | 6176/? [39:09<00:00,  2.63it/s]\nEpoch 0: |          | 6177/? [39:09<00:00,  2.63it/s]\nEpoch 0: |          | 6177/? [39:09<00:00,  2.63it/s]\nEpoch 0: |          | 6178/? [39:10<00:00,  2.63it/s]\nEpoch 0: |          | 6178/? [39:10<00:00,  2.63it/s]\nEpoch 0: |          | 6179/? [39:10<00:00,  2.63it/s]\nEpoch 0: |          | 6179/? [39:10<00:00,  2.63it/s]\nEpoch 0: |          | 6180/? [39:10<00:00,  2.63it/s]\nEpoch 0: |          | 6180/? [39:10<00:00,  2.63it/s]\nEpoch 0: |          | 6181/? [39:11<00:00,  2.63it/s]\nEpoch 0: |          | 6181/? [39:11<00:00,  2.63it/s]\nEpoch 0: |          | 6182/? [39:11<00:00,  2.63it/s]\nEpoch 0: |          | 6182/? [39:11<00:00,  2.63it/s]\nEpoch 0: |          | 6183/? [39:11<00:00,  2.63it/s]\nEpoch 0: |          | 6183/? [39:11<00:00,  2.63it/s]\nEpoch 0: |          | 6184/? [39:11<00:00,  2.63it/s]\nEpoch 0: |          | 6184/? [39:11<00:00,  2.63it/s]\nEpoch 0: |          | 6185/? [39:12<00:00,  2.63it/s]\nEpoch 0: |          | 6185/? [39:12<00:00,  2.63it/s]\nEpoch 0: |          | 6186/? [39:12<00:00,  2.63it/s]\nEpoch 0: |          | 6186/? [39:12<00:00,  2.63it/s]\nEpoch 0: |          | 6187/? [39:12<00:00,  2.63it/s]\nEpoch 0: |          | 6187/? [39:12<00:00,  2.63it/s]\nEpoch 0: |          | 6188/? [39:13<00:00,  2.63it/s]\nEpoch 0: |          | 6188/? [39:13<00:00,  2.63it/s]\nEpoch 0: |          | 6189/? [39:13<00:00,  2.63it/s]\nEpoch 0: |          | 6189/? [39:13<00:00,  2.63it/s]\nEpoch 0: |          | 6190/? [39:13<00:00,  2.63it/s]\nEpoch 0: |          | 6190/? [39:13<00:00,  2.63it/s]\nEpoch 0: |          | 6191/? [39:14<00:00,  2.63it/s]\nEpoch 0: |          | 6191/? [39:14<00:00,  2.63it/s]\nEpoch 0: |          | 6192/? [39:14<00:00,  2.63it/s]\nEpoch 0: |          | 6192/? [39:14<00:00,  2.63it/s]\nEpoch 0: |          | 6193/? [39:14<00:00,  2.63it/s]\nEpoch 0: |          | 6193/? [39:14<00:00,  2.63it/s]\nEpoch 0: |          | 6194/? [39:14<00:00,  2.63it/s]\nEpoch 0: |          | 6194/? [39:14<00:00,  2.63it/s]\nEpoch 0: |          | 6195/? [39:15<00:00,  2.63it/s]\nEpoch 0: |          | 6195/? [39:15<00:00,  2.63it/s]\nEpoch 0: |          | 6196/? [39:15<00:00,  2.63it/s]\nEpoch 0: |          | 6196/? [39:15<00:00,  2.63it/s]\nEpoch 0: |          | 6197/? [39:15<00:00,  2.63it/s]\nEpoch 0: |          | 6197/? [39:15<00:00,  2.63it/s]\nEpoch 0: |          | 6198/? [39:16<00:00,  2.63it/s]\nEpoch 0: |          | 6198/? [39:16<00:00,  2.63it/s]\nEpoch 0: |          | 6199/? [39:16<00:00,  2.63it/s]\nEpoch 0: |          | 6199/? [39:16<00:00,  2.63it/s]\nEpoch 0: |          | 6200/? [39:16<00:00,  2.63it/s]\nEpoch 0: |          | 6200/? [39:16<00:00,  2.63it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.38it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 11.86it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 11.12it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 11.30it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 6200/? [39:17<00:00,  2.63it/s]\nEpoch 0: |          | 6201/? [39:17<00:00,  2.63it/s]\nEpoch 0: |          | 6201/? [39:17<00:00,  2.63it/s]\nEpoch 0: |          | 6202/? [39:17<00:00,  2.63it/s]\nEpoch 0: |          | 6202/? [39:17<00:00,  2.63it/s]\nEpoch 0: |          | 6203/? [39:18<00:00,  2.63it/s]\nEpoch 0: |          | 6203/? [39:18<00:00,  2.63it/s]\nEpoch 0: |          | 6204/? [39:18<00:00,  2.63it/s]\nEpoch 0: |          | 6204/? [39:18<00:00,  2.63it/s]\nEpoch 0: |          | 6205/? [39:18<00:00,  2.63it/s]\nEpoch 0: |          | 6205/? [39:18<00:00,  2.63it/s]\nEpoch 0: |          | 6206/? [39:18<00:00,  2.63it/s]\nEpoch 0: |          | 6206/? [39:18<00:00,  2.63it/s]\nEpoch 0: |          | 6207/? [39:19<00:00,  2.63it/s]\nEpoch 0: |          | 6207/? [39:19<00:00,  2.63it/s]\nEpoch 0: |          | 6208/? [39:19<00:00,  2.63it/s]\nEpoch 0: |          | 6208/? [39:19<00:00,  2.63it/s]\nEpoch 0: |          | 6209/? [39:19<00:00,  2.63it/s]\nEpoch 0: |          | 6209/? [39:19<00:00,  2.63it/s]\nEpoch 0: |          | 6210/? [39:20<00:00,  2.63it/s]\nEpoch 0: |          | 6210/? [39:20<00:00,  2.63it/s]\nEpoch 0: |          | 6211/? [39:20<00:00,  2.63it/s]\nEpoch 0: |          | 6211/? [39:20<00:00,  2.63it/s]\nEpoch 0: |          | 6212/? [39:20<00:00,  2.63it/s]\nEpoch 0: |          | 6212/? [39:20<00:00,  2.63it/s]\nEpoch 0: |          | 6213/? [39:20<00:00,  2.63it/s]\nEpoch 0: |          | 6213/? [39:20<00:00,  2.63it/s]\nEpoch 0: |          | 6214/? [39:21<00:00,  2.63it/s]\nEpoch 0: |          | 6214/? [39:21<00:00,  2.63it/s]\nEpoch 0: |          | 6215/? [39:21<00:00,  2.63it/s]\nEpoch 0: |          | 6215/? [39:21<00:00,  2.63it/s]\nEpoch 0: |          | 6216/? [39:21<00:00,  2.63it/s]\nEpoch 0: |          | 6216/? [39:21<00:00,  2.63it/s]\nEpoch 0: |          | 6217/? [39:22<00:00,  2.63it/s]\nEpoch 0: |          | 6217/? [39:22<00:00,  2.63it/s]\nEpoch 0: |          | 6218/? [39:22<00:00,  2.63it/s]\nEpoch 0: |          | 6218/? [39:22<00:00,  2.63it/s]\nEpoch 0: |          | 6219/? [39:22<00:00,  2.63it/s]\nEpoch 0: |          | 6219/? [39:22<00:00,  2.63it/s]\nEpoch 0: |          | 6220/? [39:23<00:00,  2.63it/s]\nEpoch 0: |          | 6220/? [39:23<00:00,  2.63it/s]\nEpoch 0: |          | 6221/? [39:23<00:00,  2.63it/s]\nEpoch 0: |          | 6221/? [39:23<00:00,  2.63it/s]\nEpoch 0: |          | 6222/? [39:23<00:00,  2.63it/s]\nEpoch 0: |          | 6222/? [39:23<00:00,  2.63it/s]\nEpoch 0: |          | 6223/? [39:23<00:00,  2.63it/s]\nEpoch 0: |          | 6223/? [39:23<00:00,  2.63it/s]\nEpoch 0: |          | 6224/? [39:24<00:00,  2.63it/s]\nEpoch 0: |          | 6224/? [39:24<00:00,  2.63it/s]\nEpoch 0: |          | 6225/? [39:24<00:00,  2.63it/s]\nEpoch 0: |          | 6225/? [39:24<00:00,  2.63it/s]\nEpoch 0: |          | 6226/? [39:24<00:00,  2.63it/s]\nEpoch 0: |          | 6226/? [39:24<00:00,  2.63it/s]\nEpoch 0: |          | 6227/? [39:25<00:00,  2.63it/s]\nEpoch 0: |          | 6227/? [39:25<00:00,  2.63it/s]\nEpoch 0: |          | 6228/? [39:25<00:00,  2.63it/s]\nEpoch 0: |          | 6228/? [39:25<00:00,  2.63it/s]\nEpoch 0: |          | 6229/? [39:25<00:00,  2.63it/s]\nEpoch 0: |          | 6229/? [39:25<00:00,  2.63it/s]\nEpoch 0: |          | 6230/? [39:26<00:00,  2.63it/s]\nEpoch 0: |          | 6230/? [39:26<00:00,  2.63it/s]\nEpoch 0: |          | 6231/? [39:26<00:00,  2.63it/s]\nEpoch 0: |          | 6231/? [39:26<00:00,  2.63it/s]\nEpoch 0: |          | 6232/? [39:26<00:00,  2.63it/s]\nEpoch 0: |          | 6232/? [39:26<00:00,  2.63it/s]\nEpoch 0: |          | 6233/? [39:26<00:00,  2.63it/s]\nEpoch 0: |          | 6233/? [39:26<00:00,  2.63it/s]\nEpoch 0: |          | 6234/? [39:27<00:00,  2.63it/s]\nEpoch 0: |          | 6234/? [39:27<00:00,  2.63it/s]\nEpoch 0: |          | 6235/? [39:27<00:00,  2.63it/s]\nEpoch 0: |          | 6235/? [39:27<00:00,  2.63it/s]\nEpoch 0: |          | 6236/? [39:27<00:00,  2.63it/s]\nEpoch 0: |          | 6236/? [39:27<00:00,  2.63it/s]\nEpoch 0: |          | 6237/? [39:28<00:00,  2.63it/s]\nEpoch 0: |          | 6237/? [39:28<00:00,  2.63it/s]\nEpoch 0: |          | 6238/? [39:28<00:00,  2.63it/s]\nEpoch 0: |          | 6238/? [39:28<00:00,  2.63it/s]\nEpoch 0: |          | 6239/? [39:28<00:00,  2.63it/s]\nEpoch 0: |          | 6239/? [39:28<00:00,  2.63it/s]\nEpoch 0: |          | 6240/? [39:28<00:00,  2.63it/s]\nEpoch 0: |          | 6240/? [39:28<00:00,  2.63it/s]\nEpoch 0: |          | 6241/? [39:29<00:00,  2.63it/s]\nEpoch 0: |          | 6241/? [39:29<00:00,  2.63it/s]\nEpoch 0: |          | 6242/? [39:29<00:00,  2.63it/s]\nEpoch 0: |          | 6242/? [39:29<00:00,  2.63it/s]\nEpoch 0: |          | 6243/? [39:29<00:00,  2.63it/s]\nEpoch 0: |          | 6243/? [39:29<00:00,  2.63it/s]\nEpoch 0: |          | 6244/? [39:30<00:00,  2.63it/s]\nEpoch 0: |          | 6244/? [39:30<00:00,  2.63it/s]\nEpoch 0: |          | 6245/? [39:30<00:00,  2.63it/s]\nEpoch 0: |          | 6245/? [39:30<00:00,  2.63it/s]\nEpoch 0: |          | 6246/? [39:30<00:00,  2.63it/s]\nEpoch 0: |          | 6246/? [39:30<00:00,  2.63it/s]\nEpoch 0: |          | 6247/? [39:31<00:00,  2.63it/s]\nEpoch 0: |          | 6247/? [39:31<00:00,  2.63it/s]\nEpoch 0: |          | 6248/? [39:31<00:00,  2.63it/s]\nEpoch 0: |          | 6248/? [39:31<00:00,  2.63it/s]\nEpoch 0: |          | 6249/? [39:31<00:00,  2.63it/s]\nEpoch 0: |          | 6249/? [39:31<00:00,  2.63it/s]\nEpoch 0: |          | 6250/? [39:31<00:00,  2.63it/s]\nEpoch 0: |          | 6250/? [39:31<00:00,  2.63it/s]\nEpoch 0: |          | 6251/? [39:32<00:00,  2.64it/s]\nEpoch 0: |          | 6251/? [39:32<00:00,  2.64it/s]\nEpoch 0: |          | 6252/? [39:32<00:00,  2.64it/s]\nEpoch 0: |          | 6252/? [39:32<00:00,  2.64it/s]\nEpoch 0: |          | 6253/? [39:32<00:00,  2.64it/s]\nEpoch 0: |          | 6253/? [39:32<00:00,  2.64it/s]\nEpoch 0: |          | 6254/? [39:33<00:00,  2.64it/s]\nEpoch 0: |          | 6254/? [39:33<00:00,  2.64it/s]\nEpoch 0: |          | 6255/? [39:33<00:00,  2.64it/s]\nEpoch 0: |          | 6255/? [39:33<00:00,  2.64it/s]\nEpoch 0: |          | 6256/? [39:33<00:00,  2.64it/s]\nEpoch 0: |          | 6256/? [39:33<00:00,  2.64it/s]\nEpoch 0: |          | 6257/? [39:34<00:00,  2.64it/s]\nEpoch 0: |          | 6257/? [39:34<00:00,  2.64it/s]\nEpoch 0: |          | 6258/? [39:34<00:00,  2.64it/s]\nEpoch 0: |          | 6258/? [39:34<00:00,  2.64it/s]\nEpoch 0: |          | 6259/? [39:34<00:00,  2.64it/s]\nEpoch 0: |          | 6259/? [39:34<00:00,  2.64it/s]\nEpoch 0: |          | 6260/? [39:34<00:00,  2.64it/s]\nEpoch 0: |          | 6260/? [39:34<00:00,  2.64it/s]\nEpoch 0: |          | 6261/? [39:35<00:00,  2.64it/s]\nEpoch 0: |          | 6261/? [39:35<00:00,  2.64it/s]\nEpoch 0: |          | 6262/? [39:35<00:00,  2.64it/s]\nEpoch 0: |          | 6262/? [39:35<00:00,  2.64it/s]\nEpoch 0: |          | 6263/? [39:35<00:00,  2.64it/s]\nEpoch 0: |          | 6263/? [39:35<00:00,  2.64it/s]\nEpoch 0: |          | 6264/? [39:36<00:00,  2.64it/s]\nEpoch 0: |          | 6264/? [39:36<00:00,  2.64it/s]\nEpoch 0: |          | 6265/? [39:36<00:00,  2.64it/s]\nEpoch 0: |          | 6265/? [39:36<00:00,  2.64it/s]\nEpoch 0: |          | 6266/? [39:36<00:00,  2.64it/s]\nEpoch 0: |          | 6266/? [39:36<00:00,  2.64it/s]\nEpoch 0: |          | 6267/? [39:36<00:00,  2.64it/s]\nEpoch 0: |          | 6267/? [39:36<00:00,  2.64it/s]\nEpoch 0: |          | 6268/? [39:37<00:00,  2.64it/s]\nEpoch 0: |          | 6268/? [39:37<00:00,  2.64it/s]\nEpoch 0: |          | 6269/? [39:37<00:00,  2.64it/s]\nEpoch 0: |          | 6269/? [39:37<00:00,  2.64it/s]\nEpoch 0: |          | 6270/? [39:37<00:00,  2.64it/s]\nEpoch 0: |          | 6270/? [39:37<00:00,  2.64it/s]\nEpoch 0: |          | 6271/? [39:38<00:00,  2.64it/s]\nEpoch 0: |          | 6271/? [39:38<00:00,  2.64it/s]\nEpoch 0: |          | 6272/? [39:38<00:00,  2.64it/s]\nEpoch 0: |          | 6272/? [39:38<00:00,  2.64it/s]\nEpoch 0: |          | 6273/? [39:38<00:00,  2.64it/s]\nEpoch 0: |          | 6273/? [39:38<00:00,  2.64it/s]\nEpoch 0: |          | 6274/? [39:39<00:00,  2.64it/s]\nEpoch 0: |          | 6274/? [39:39<00:00,  2.64it/s]\nEpoch 0: |          | 6275/? [39:39<00:00,  2.64it/s]\nEpoch 0: |          | 6275/? [39:39<00:00,  2.64it/s]\nEpoch 0: |          | 6276/? [39:39<00:00,  2.64it/s]\nEpoch 0: |          | 6276/? [39:39<00:00,  2.64it/s]\nEpoch 0: |          | 6277/? [39:39<00:00,  2.64it/s]\nEpoch 0: |          | 6277/? [39:39<00:00,  2.64it/s]\nEpoch 0: |          | 6278/? [39:40<00:00,  2.64it/s]\nEpoch 0: |          | 6278/? [39:40<00:00,  2.64it/s]\nEpoch 0: |          | 6279/? [39:40<00:00,  2.64it/s]\nEpoch 0: |          | 6279/? [39:40<00:00,  2.64it/s]\nEpoch 0: |          | 6280/? [39:40<00:00,  2.64it/s]\nEpoch 0: |          | 6280/? [39:40<00:00,  2.64it/s]\nEpoch 0: |          | 6281/? [39:41<00:00,  2.64it/s]\nEpoch 0: |          | 6281/? [39:41<00:00,  2.64it/s]\nEpoch 0: |          | 6282/? [39:41<00:00,  2.64it/s]\nEpoch 0: |          | 6282/? [39:41<00:00,  2.64it/s]\nEpoch 0: |          | 6283/? [39:41<00:00,  2.64it/s]\nEpoch 0: |          | 6283/? [39:41<00:00,  2.64it/s]\nEpoch 0: |          | 6284/? [39:41<00:00,  2.64it/s]\nEpoch 0: |          | 6284/? [39:41<00:00,  2.64it/s]\nEpoch 0: |          | 6285/? [39:42<00:00,  2.64it/s]\nEpoch 0: |          | 6285/? [39:42<00:00,  2.64it/s]\nEpoch 0: |          | 6286/? [39:42<00:00,  2.64it/s]\nEpoch 0: |          | 6286/? [39:42<00:00,  2.64it/s]\nEpoch 0: |          | 6287/? [39:42<00:00,  2.64it/s]\nEpoch 0: |          | 6287/? [39:42<00:00,  2.64it/s]\nEpoch 0: |          | 6288/? [39:43<00:00,  2.64it/s]\nEpoch 0: |          | 6288/? [39:43<00:00,  2.64it/s]\nEpoch 0: |          | 6289/? [39:43<00:00,  2.64it/s]\nEpoch 0: |          | 6289/? [39:43<00:00,  2.64it/s]\nEpoch 0: |          | 6290/? [39:43<00:00,  2.64it/s]\nEpoch 0: |          | 6290/? [39:43<00:00,  2.64it/s]\nEpoch 0: |          | 6291/? [39:44<00:00,  2.64it/s]\nEpoch 0: |          | 6291/? [39:44<00:00,  2.64it/s]\nEpoch 0: |          | 6292/? [39:44<00:00,  2.64it/s]\nEpoch 0: |          | 6292/? [39:44<00:00,  2.64it/s]\nEpoch 0: |          | 6293/? [39:44<00:00,  2.64it/s]\nEpoch 0: |          | 6293/? [39:44<00:00,  2.64it/s]\nEpoch 0: |          | 6294/? [39:44<00:00,  2.64it/s]\nEpoch 0: |          | 6294/? [39:44<00:00,  2.64it/s]\nEpoch 0: |          | 6295/? [39:45<00:00,  2.64it/s]\nEpoch 0: |          | 6295/? [39:45<00:00,  2.64it/s]\nEpoch 0: |          | 6296/? [39:45<00:00,  2.64it/s]\nEpoch 0: |          | 6296/? [39:45<00:00,  2.64it/s]\nEpoch 0: |          | 6297/? [39:45<00:00,  2.64it/s]\nEpoch 0: |          | 6297/? [39:45<00:00,  2.64it/s]\nEpoch 0: |          | 6298/? [39:46<00:00,  2.64it/s]\nEpoch 0: |          | 6298/? [39:46<00:00,  2.64it/s]\nEpoch 0: |          | 6299/? [39:46<00:00,  2.64it/s]\nEpoch 0: |          | 6299/? [39:46<00:00,  2.64it/s]\nEpoch 0: |          | 6300/? [39:46<00:00,  2.64it/s]\nEpoch 0: |          | 6300/? [39:46<00:00,  2.64it/s]\nEpoch 0: |          | 6301/? [39:46<00:00,  2.64it/s]\nEpoch 0: |          | 6301/? [39:46<00:00,  2.64it/s]\nEpoch 0: |          | 6302/? [39:47<00:00,  2.64it/s]\nEpoch 0: |          | 6302/? [39:47<00:00,  2.64it/s]\nEpoch 0: |          | 6303/? [39:47<00:00,  2.64it/s]\nEpoch 0: |          | 6303/? [39:47<00:00,  2.64it/s]\nEpoch 0: |          | 6304/? [39:47<00:00,  2.64it/s]\nEpoch 0: |          | 6304/? [39:47<00:00,  2.64it/s]\nEpoch 0: |          | 6305/? [39:48<00:00,  2.64it/s]\nEpoch 0: |          | 6305/? [39:48<00:00,  2.64it/s]\nEpoch 0: |          | 6306/? [39:48<00:00,  2.64it/s]\nEpoch 0: |          | 6306/? [39:48<00:00,  2.64it/s]\nEpoch 0: |          | 6307/? [39:48<00:00,  2.64it/s]\nEpoch 0: |          | 6307/? [39:48<00:00,  2.64it/s]\nEpoch 0: |          | 6308/? [39:48<00:00,  2.64it/s]\nEpoch 0: |          | 6308/? [39:48<00:00,  2.64it/s]\nEpoch 0: |          | 6309/? [39:49<00:00,  2.64it/s]\nEpoch 0: |          | 6309/? [39:49<00:00,  2.64it/s]\nEpoch 0: |          | 6310/? [39:49<00:00,  2.64it/s]\nEpoch 0: |          | 6310/? [39:49<00:00,  2.64it/s]\nEpoch 0: |          | 6311/? [39:49<00:00,  2.64it/s]\nEpoch 0: |          | 6311/? [39:49<00:00,  2.64it/s]\nEpoch 0: |          | 6312/? [39:50<00:00,  2.64it/s]\nEpoch 0: |          | 6312/? [39:50<00:00,  2.64it/s]\nEpoch 0: |          | 6313/? [39:50<00:00,  2.64it/s]\nEpoch 0: |          | 6313/? [39:50<00:00,  2.64it/s]\nEpoch 0: |          | 6314/? [39:50<00:00,  2.64it/s]\nEpoch 0: |          | 6314/? [39:50<00:00,  2.64it/s]\nEpoch 0: |          | 6315/? [39:51<00:00,  2.64it/s]\nEpoch 0: |          | 6315/? [39:51<00:00,  2.64it/s]\nEpoch 0: |          | 6316/? [39:51<00:00,  2.64it/s]\nEpoch 0: |          | 6316/? [39:51<00:00,  2.64it/s]\nEpoch 0: |          | 6317/? [39:51<00:00,  2.64it/s]\nEpoch 0: |          | 6317/? [39:51<00:00,  2.64it/s]\nEpoch 0: |          | 6318/? [39:51<00:00,  2.64it/s]\nEpoch 0: |          | 6318/? [39:51<00:00,  2.64it/s]\nEpoch 0: |          | 6319/? [39:52<00:00,  2.64it/s]\nEpoch 0: |          | 6319/? [39:52<00:00,  2.64it/s]\nEpoch 0: |          | 6320/? [39:52<00:00,  2.64it/s]\nEpoch 0: |          | 6320/? [39:52<00:00,  2.64it/s]\nEpoch 0: |          | 6321/? [39:52<00:00,  2.64it/s]\nEpoch 0: |          | 6321/? [39:52<00:00,  2.64it/s]\nEpoch 0: |          | 6322/? [39:53<00:00,  2.64it/s]\nEpoch 0: |          | 6322/? [39:53<00:00,  2.64it/s]\nEpoch 0: |          | 6323/? [39:53<00:00,  2.64it/s]\nEpoch 0: |          | 6323/? [39:53<00:00,  2.64it/s]\nEpoch 0: |          | 6324/? [39:53<00:00,  2.64it/s]\nEpoch 0: |          | 6324/? [39:53<00:00,  2.64it/s]\nEpoch 0: |          | 6325/? [39:54<00:00,  2.64it/s]\nEpoch 0: |          | 6325/? [39:54<00:00,  2.64it/s]\nEpoch 0: |          | 6326/? [39:54<00:00,  2.64it/s]\nEpoch 0: |          | 6326/? [39:54<00:00,  2.64it/s]\nEpoch 0: |          | 6327/? [39:54<00:00,  2.64it/s]\nEpoch 0: |          | 6327/? [39:54<00:00,  2.64it/s]\nEpoch 0: |          | 6328/? [39:54<00:00,  2.64it/s]\nEpoch 0: |          | 6328/? [39:54<00:00,  2.64it/s]\nEpoch 0: |          | 6329/? [39:55<00:00,  2.64it/s]\nEpoch 0: |          | 6329/? [39:55<00:00,  2.64it/s]\nEpoch 0: |          | 6330/? [39:55<00:00,  2.64it/s]\nEpoch 0: |          | 6330/? [39:55<00:00,  2.64it/s]\nEpoch 0: |          | 6331/? [39:55<00:00,  2.64it/s]\nEpoch 0: |          | 6331/? [39:55<00:00,  2.64it/s]\nEpoch 0: |          | 6332/? [39:56<00:00,  2.64it/s]\nEpoch 0: |          | 6332/? [39:56<00:00,  2.64it/s]\nEpoch 0: |          | 6333/? [39:56<00:00,  2.64it/s]\nEpoch 0: |          | 6333/? [39:56<00:00,  2.64it/s]\nEpoch 0: |          | 6334/? [39:56<00:00,  2.64it/s]\nEpoch 0: |          | 6334/? [39:56<00:00,  2.64it/s]\nEpoch 0: |          | 6335/? [39:57<00:00,  2.64it/s]\nEpoch 0: |          | 6335/? [39:57<00:00,  2.64it/s]\nEpoch 0: |          | 6336/? [39:57<00:00,  2.64it/s]\nEpoch 0: |          | 6336/? [39:57<00:00,  2.64it/s]\nEpoch 0: |          | 6337/? [39:57<00:00,  2.64it/s]\nEpoch 0: |          | 6337/? [39:57<00:00,  2.64it/s]\nEpoch 0: |          | 6338/? [39:57<00:00,  2.64it/s]\nEpoch 0: |          | 6338/? [39:57<00:00,  2.64it/s]\nEpoch 0: |          | 6339/? [39:58<00:00,  2.64it/s]\nEpoch 0: |          | 6339/? [39:58<00:00,  2.64it/s]\nEpoch 0: |          | 6340/? [39:58<00:00,  2.64it/s]\nEpoch 0: |          | 6340/? [39:58<00:00,  2.64it/s]\nEpoch 0: |          | 6341/? [39:58<00:00,  2.64it/s]\nEpoch 0: |          | 6341/? [39:58<00:00,  2.64it/s]\nEpoch 0: |          | 6342/? [39:59<00:00,  2.64it/s]\nEpoch 0: |          | 6342/? [39:59<00:00,  2.64it/s]\nEpoch 0: |          | 6343/? [39:59<00:00,  2.64it/s]\nEpoch 0: |          | 6343/? [39:59<00:00,  2.64it/s]\nEpoch 0: |          | 6344/? [39:59<00:00,  2.64it/s]\nEpoch 0: |          | 6344/? [39:59<00:00,  2.64it/s]\nEpoch 0: |          | 6345/? [40:00<00:00,  2.64it/s]\nEpoch 0: |          | 6345/? [40:00<00:00,  2.64it/s]\nEpoch 0: |          | 6346/? [40:00<00:00,  2.64it/s]\nEpoch 0: |          | 6346/? [40:00<00:00,  2.64it/s]\nEpoch 0: |          | 6347/? [40:00<00:00,  2.64it/s]\nEpoch 0: |          | 6347/? [40:00<00:00,  2.64it/s]\nEpoch 0: |          | 6348/? [40:00<00:00,  2.64it/s]\nEpoch 0: |          | 6348/? [40:00<00:00,  2.64it/s]\nEpoch 0: |          | 6349/? [40:01<00:00,  2.64it/s]\nEpoch 0: |          | 6349/? [40:01<00:00,  2.64it/s]\nEpoch 0: |          | 6350/? [40:01<00:00,  2.64it/s]\nEpoch 0: |          | 6350/? [40:01<00:00,  2.64it/s]\nEpoch 0: |          | 6351/? [40:01<00:00,  2.64it/s]\nEpoch 0: |          | 6351/? [40:01<00:00,  2.64it/s]\nEpoch 0: |          | 6352/? [40:02<00:00,  2.64it/s]\nEpoch 0: |          | 6352/? [40:02<00:00,  2.64it/s]\nEpoch 0: |          | 6353/? [40:02<00:00,  2.64it/s]\nEpoch 0: |          | 6353/? [40:02<00:00,  2.64it/s]\nEpoch 0: |          | 6354/? [40:02<00:00,  2.64it/s]\nEpoch 0: |          | 6354/? [40:02<00:00,  2.64it/s]\nEpoch 0: |          | 6355/? [40:02<00:00,  2.64it/s]\nEpoch 0: |          | 6355/? [40:02<00:00,  2.64it/s]\nEpoch 0: |          | 6356/? [40:03<00:00,  2.64it/s]\nEpoch 0: |          | 6356/? [40:03<00:00,  2.64it/s]\nEpoch 0: |          | 6357/? [40:03<00:00,  2.64it/s]\nEpoch 0: |          | 6357/? [40:03<00:00,  2.64it/s]\nEpoch 0: |          | 6358/? [40:03<00:00,  2.64it/s]\nEpoch 0: |          | 6358/? [40:03<00:00,  2.64it/s]\nEpoch 0: |          | 6359/? [40:04<00:00,  2.65it/s]\nEpoch 0: |          | 6359/? [40:04<00:00,  2.65it/s]\nEpoch 0: |          | 6360/? [40:04<00:00,  2.65it/s]\nEpoch 0: |          | 6360/? [40:04<00:00,  2.65it/s]\nEpoch 0: |          | 6361/? [40:04<00:00,  2.65it/s]\nEpoch 0: |          | 6361/? [40:04<00:00,  2.65it/s]\nEpoch 0: |          | 6362/? [40:05<00:00,  2.65it/s]\nEpoch 0: |          | 6362/? [40:05<00:00,  2.65it/s]\nEpoch 0: |          | 6363/? [40:05<00:00,  2.65it/s]\nEpoch 0: |          | 6363/? [40:05<00:00,  2.65it/s]\nEpoch 0: |          | 6364/? [40:05<00:00,  2.65it/s]\nEpoch 0: |          | 6364/? [40:05<00:00,  2.65it/s]\nEpoch 0: |          | 6365/? [40:05<00:00,  2.65it/s]\nEpoch 0: |          | 6365/? [40:05<00:00,  2.65it/s]\nEpoch 0: |          | 6366/? [40:06<00:00,  2.65it/s]\nEpoch 0: |          | 6366/? [40:06<00:00,  2.65it/s]\nEpoch 0: |          | 6367/? [40:06<00:00,  2.65it/s]\nEpoch 0: |          | 6367/? [40:06<00:00,  2.65it/s]\nEpoch 0: |          | 6368/? [40:06<00:00,  2.65it/s]\nEpoch 0: |          | 6368/? [40:06<00:00,  2.65it/s]\nEpoch 0: |          | 6369/? [40:07<00:00,  2.65it/s]\nEpoch 0: |          | 6369/? [40:07<00:00,  2.65it/s]\nEpoch 0: |          | 6370/? [40:07<00:00,  2.65it/s]\nEpoch 0: |          | 6370/? [40:07<00:00,  2.65it/s]\nEpoch 0: |          | 6371/? [40:07<00:00,  2.65it/s]\nEpoch 0: |          | 6371/? [40:07<00:00,  2.65it/s]\nEpoch 0: |          | 6372/? [40:08<00:00,  2.65it/s]\nEpoch 0: |          | 6372/? [40:08<00:00,  2.65it/s]\nEpoch 0: |          | 6373/? [40:08<00:00,  2.65it/s]\nEpoch 0: |          | 6373/? [40:08<00:00,  2.65it/s]\nEpoch 0: |          | 6374/? [40:08<00:00,  2.65it/s]\nEpoch 0: |          | 6374/? [40:08<00:00,  2.65it/s]\nEpoch 0: |          | 6375/? [40:08<00:00,  2.65it/s]\nEpoch 0: |          | 6375/? [40:08<00:00,  2.65it/s]\nEpoch 0: |          | 6376/? [40:09<00:00,  2.65it/s]\nEpoch 0: |          | 6376/? [40:09<00:00,  2.65it/s]\nEpoch 0: |          | 6377/? [40:09<00:00,  2.65it/s]\nEpoch 0: |          | 6377/? [40:09<00:00,  2.65it/s]\nEpoch 0: |          | 6378/? [40:09<00:00,  2.65it/s]\nEpoch 0: |          | 6378/? [40:09<00:00,  2.65it/s]\nEpoch 0: |          | 6379/? [40:10<00:00,  2.65it/s]\nEpoch 0: |          | 6379/? [40:10<00:00,  2.65it/s]\nEpoch 0: |          | 6380/? [40:10<00:00,  2.65it/s]\nEpoch 0: |          | 6380/? [40:10<00:00,  2.65it/s]\nEpoch 0: |          | 6381/? [40:10<00:00,  2.65it/s]\nEpoch 0: |          | 6381/? [40:10<00:00,  2.65it/s]\nEpoch 0: |          | 6382/? [40:10<00:00,  2.65it/s]\nEpoch 0: |          | 6382/? [40:10<00:00,  2.65it/s]\nEpoch 0: |          | 6383/? [40:11<00:00,  2.65it/s]\nEpoch 0: |          | 6383/? [40:11<00:00,  2.65it/s]\nEpoch 0: |          | 6384/? [40:11<00:00,  2.65it/s]\nEpoch 0: |          | 6384/? [40:11<00:00,  2.65it/s]\nEpoch 0: |          | 6385/? [40:11<00:00,  2.65it/s]\nEpoch 0: |          | 6385/? [40:11<00:00,  2.65it/s]\nEpoch 0: |          | 6386/? [40:12<00:00,  2.65it/s]\nEpoch 0: |          | 6386/? [40:12<00:00,  2.65it/s]\nEpoch 0: |          | 6387/? [40:12<00:00,  2.65it/s]\nEpoch 0: |          | 6387/? [40:12<00:00,  2.65it/s]\nEpoch 0: |          | 6388/? [40:12<00:00,  2.65it/s]\nEpoch 0: |          | 6388/? [40:12<00:00,  2.65it/s]\nEpoch 0: |          | 6389/? [40:13<00:00,  2.65it/s]\nEpoch 0: |          | 6389/? [40:13<00:00,  2.65it/s]\nEpoch 0: |          | 6390/? [40:13<00:00,  2.65it/s]\nEpoch 0: |          | 6390/? [40:13<00:00,  2.65it/s]\nEpoch 0: |          | 6391/? [40:13<00:00,  2.65it/s]\nEpoch 0: |          | 6391/? [40:13<00:00,  2.65it/s]\nEpoch 0: |          | 6392/? [40:13<00:00,  2.65it/s]\nEpoch 0: |          | 6392/? [40:13<00:00,  2.65it/s]\nEpoch 0: |          | 6393/? [40:14<00:00,  2.65it/s]\nEpoch 0: |          | 6393/? [40:14<00:00,  2.65it/s]\nEpoch 0: |          | 6394/? [40:14<00:00,  2.65it/s]\nEpoch 0: |          | 6394/? [40:14<00:00,  2.65it/s]\nEpoch 0: |          | 6395/? [40:14<00:00,  2.65it/s]\nEpoch 0: |          | 6395/? [40:14<00:00,  2.65it/s]\nEpoch 0: |          | 6396/? [40:15<00:00,  2.65it/s]\nEpoch 0: |          | 6396/? [40:15<00:00,  2.65it/s]\nEpoch 0: |          | 6397/? [40:15<00:00,  2.65it/s]\nEpoch 0: |          | 6397/? [40:15<00:00,  2.65it/s]\nEpoch 0: |          | 6398/? [40:15<00:00,  2.65it/s]\nEpoch 0: |          | 6398/? [40:15<00:00,  2.65it/s]\nEpoch 0: |          | 6399/? [40:16<00:00,  2.65it/s]\nEpoch 0: |          | 6399/? [40:16<00:00,  2.65it/s]\nEpoch 0: |          | 6400/? [40:16<00:00,  2.65it/s]\nEpoch 0: |          | 6400/? [40:16<00:00,  2.65it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.25it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.22it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 11.63it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 11.91it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 6400/? [40:16<00:00,  2.65it/s]\nEpoch 0: |          | 6401/? [40:17<00:00,  2.65it/s]\nEpoch 0: |          | 6401/? [40:17<00:00,  2.65it/s]\nEpoch 0: |          | 6402/? [40:17<00:00,  2.65it/s]\nEpoch 0: |          | 6402/? [40:17<00:00,  2.65it/s]\nEpoch 0: |          | 6403/? [40:17<00:00,  2.65it/s]\nEpoch 0: |          | 6403/? [40:17<00:00,  2.65it/s]\nEpoch 0: |          | 6404/? [40:17<00:00,  2.65it/s]\nEpoch 0: |          | 6404/? [40:17<00:00,  2.65it/s]\nEpoch 0: |          | 6405/? [40:18<00:00,  2.65it/s]\nEpoch 0: |          | 6405/? [40:18<00:00,  2.65it/s]\nEpoch 0: |          | 6406/? [40:18<00:00,  2.65it/s]\nEpoch 0: |          | 6406/? [40:18<00:00,  2.65it/s]\nEpoch 0: |          | 6407/? [40:18<00:00,  2.65it/s]\nEpoch 0: |          | 6407/? [40:18<00:00,  2.65it/s]\nEpoch 0: |          | 6408/? [40:19<00:00,  2.65it/s]\nEpoch 0: |          | 6408/? [40:19<00:00,  2.65it/s]\nEpoch 0: |          | 6409/? [40:19<00:00,  2.65it/s]\nEpoch 0: |          | 6409/? [40:19<00:00,  2.65it/s]\nEpoch 0: |          | 6410/? [40:19<00:00,  2.65it/s]\nEpoch 0: |          | 6410/? [40:19<00:00,  2.65it/s]\nEpoch 0: |          | 6411/? [40:19<00:00,  2.65it/s]\nEpoch 0: |          | 6411/? [40:19<00:00,  2.65it/s]\nEpoch 0: |          | 6412/? [40:20<00:00,  2.65it/s]\nEpoch 0: |          | 6412/? [40:20<00:00,  2.65it/s]\nEpoch 0: |          | 6413/? [40:20<00:00,  2.65it/s]\nEpoch 0: |          | 6413/? [40:20<00:00,  2.65it/s]\nEpoch 0: |          | 6414/? [40:20<00:00,  2.65it/s]\nEpoch 0: |          | 6414/? [40:20<00:00,  2.65it/s]\nEpoch 0: |          | 6415/? [40:21<00:00,  2.65it/s]\nEpoch 0: |          | 6415/? [40:21<00:00,  2.65it/s]\nEpoch 0: |          | 6416/? [40:21<00:00,  2.65it/s]\nEpoch 0: |          | 6416/? [40:21<00:00,  2.65it/s]\nEpoch 0: |          | 6417/? [40:21<00:00,  2.65it/s]\nEpoch 0: |          | 6417/? [40:21<00:00,  2.65it/s]\nEpoch 0: |          | 6418/? [40:22<00:00,  2.65it/s]\nEpoch 0: |          | 6418/? [40:22<00:00,  2.65it/s]\nEpoch 0: |          | 6419/? [40:22<00:00,  2.65it/s]\nEpoch 0: |          | 6419/? [40:22<00:00,  2.65it/s]\nEpoch 0: |          | 6420/? [40:22<00:00,  2.65it/s]\nEpoch 0: |          | 6420/? [40:22<00:00,  2.65it/s]\nEpoch 0: |          | 6421/? [40:22<00:00,  2.65it/s]\nEpoch 0: |          | 6421/? [40:22<00:00,  2.65it/s]\nEpoch 0: |          | 6422/? [40:23<00:00,  2.65it/s]\nEpoch 0: |          | 6422/? [40:23<00:00,  2.65it/s]\nEpoch 0: |          | 6423/? [40:23<00:00,  2.65it/s]\nEpoch 0: |          | 6423/? [40:23<00:00,  2.65it/s]\nEpoch 0: |          | 6424/? [40:23<00:00,  2.65it/s]\nEpoch 0: |          | 6424/? [40:23<00:00,  2.65it/s]\nEpoch 0: |          | 6425/? [40:24<00:00,  2.65it/s]\nEpoch 0: |          | 6425/? [40:24<00:00,  2.65it/s]\nEpoch 0: |          | 6426/? [40:24<00:00,  2.65it/s]\nEpoch 0: |          | 6426/? [40:24<00:00,  2.65it/s]\nEpoch 0: |          | 6427/? [40:24<00:00,  2.65it/s]\nEpoch 0: |          | 6427/? [40:24<00:00,  2.65it/s]\nEpoch 0: |          | 6428/? [40:24<00:00,  2.65it/s]\nEpoch 0: |          | 6428/? [40:24<00:00,  2.65it/s]\nEpoch 0: |          | 6429/? [40:25<00:00,  2.65it/s]\nEpoch 0: |          | 6429/? [40:25<00:00,  2.65it/s]\nEpoch 0: |          | 6430/? [40:25<00:00,  2.65it/s]\nEpoch 0: |          | 6430/? [40:25<00:00,  2.65it/s]\nEpoch 0: |          | 6431/? [40:25<00:00,  2.65it/s]\nEpoch 0: |          | 6431/? [40:25<00:00,  2.65it/s]\nEpoch 0: |          | 6432/? [40:26<00:00,  2.65it/s]\nEpoch 0: |          | 6432/? [40:26<00:00,  2.65it/s]\nEpoch 0: |          | 6433/? [40:26<00:00,  2.65it/s]\nEpoch 0: |          | 6433/? [40:26<00:00,  2.65it/s]\nEpoch 0: |          | 6434/? [40:26<00:00,  2.65it/s]\nEpoch 0: |          | 6434/? [40:26<00:00,  2.65it/s]\nEpoch 0: |          | 6435/? [40:27<00:00,  2.65it/s]\nEpoch 0: |          | 6435/? [40:27<00:00,  2.65it/s]\nEpoch 0: |          | 6436/? [40:27<00:00,  2.65it/s]\nEpoch 0: |          | 6436/? [40:27<00:00,  2.65it/s]\nEpoch 0: |          | 6437/? [40:27<00:00,  2.65it/s]\nEpoch 0: |          | 6437/? [40:27<00:00,  2.65it/s]\nEpoch 0: |          | 6438/? [40:27<00:00,  2.65it/s]\nEpoch 0: |          | 6438/? [40:27<00:00,  2.65it/s]\nEpoch 0: |          | 6439/? [40:28<00:00,  2.65it/s]\nEpoch 0: |          | 6439/? [40:28<00:00,  2.65it/s]\nEpoch 0: |          | 6440/? [40:28<00:00,  2.65it/s]\nEpoch 0: |          | 6440/? [40:28<00:00,  2.65it/s]\nEpoch 0: |          | 6441/? [40:28<00:00,  2.65it/s]\nEpoch 0: |          | 6441/? [40:28<00:00,  2.65it/s]\nEpoch 0: |          | 6442/? [40:29<00:00,  2.65it/s]\nEpoch 0: |          | 6442/? [40:29<00:00,  2.65it/s]\nEpoch 0: |          | 6443/? [40:29<00:00,  2.65it/s]\nEpoch 0: |          | 6443/? [40:29<00:00,  2.65it/s]\nEpoch 0: |          | 6444/? [40:29<00:00,  2.65it/s]\nEpoch 0: |          | 6444/? [40:29<00:00,  2.65it/s]\nEpoch 0: |          | 6445/? [40:30<00:00,  2.65it/s]\nEpoch 0: |          | 6445/? [40:30<00:00,  2.65it/s]\nEpoch 0: |          | 6446/? [40:30<00:00,  2.65it/s]\nEpoch 0: |          | 6446/? [40:30<00:00,  2.65it/s]\nEpoch 0: |          | 6447/? [40:30<00:00,  2.65it/s]\nEpoch 0: |          | 6447/? [40:30<00:00,  2.65it/s]\nEpoch 0: |          | 6448/? [40:30<00:00,  2.65it/s]\nEpoch 0: |          | 6448/? [40:30<00:00,  2.65it/s]\nEpoch 0: |          | 6449/? [40:31<00:00,  2.65it/s]\nEpoch 0: |          | 6449/? [40:31<00:00,  2.65it/s]\nEpoch 0: |          | 6450/? [40:31<00:00,  2.65it/s]\nEpoch 0: |          | 6450/? [40:31<00:00,  2.65it/s]\nEpoch 0: |          | 6451/? [40:31<00:00,  2.65it/s]\nEpoch 0: |          | 6451/? [40:31<00:00,  2.65it/s]\nEpoch 0: |          | 6452/? [40:32<00:00,  2.65it/s]\nEpoch 0: |          | 6452/? [40:32<00:00,  2.65it/s]\nEpoch 0: |          | 6453/? [40:32<00:00,  2.65it/s]\nEpoch 0: |          | 6453/? [40:32<00:00,  2.65it/s]\nEpoch 0: |          | 6454/? [40:32<00:00,  2.65it/s]\nEpoch 0: |          | 6454/? [40:32<00:00,  2.65it/s]\nEpoch 0: |          | 6455/? [40:33<00:00,  2.65it/s]\nEpoch 0: |          | 6455/? [40:33<00:00,  2.65it/s]\nEpoch 0: |          | 6456/? [40:33<00:00,  2.65it/s]\nEpoch 0: |          | 6456/? [40:33<00:00,  2.65it/s]\nEpoch 0: |          | 6457/? [40:33<00:00,  2.65it/s]\nEpoch 0: |          | 6457/? [40:33<00:00,  2.65it/s]\nEpoch 0: |          | 6458/? [40:34<00:00,  2.65it/s]\nEpoch 0: |          | 6458/? [40:34<00:00,  2.65it/s]\nEpoch 0: |          | 6459/? [40:34<00:00,  2.65it/s]\nEpoch 0: |          | 6459/? [40:34<00:00,  2.65it/s]\nEpoch 0: |          | 6460/? [40:34<00:00,  2.65it/s]\nEpoch 0: |          | 6460/? [40:34<00:00,  2.65it/s]\nEpoch 0: |          | 6461/? [40:34<00:00,  2.65it/s]\nEpoch 0: |          | 6461/? [40:34<00:00,  2.65it/s]\nEpoch 0: |          | 6462/? [40:35<00:00,  2.65it/s]\nEpoch 0: |          | 6462/? [40:35<00:00,  2.65it/s]\nEpoch 0: |          | 6463/? [40:35<00:00,  2.65it/s]\nEpoch 0: |          | 6463/? [40:35<00:00,  2.65it/s]\nEpoch 0: |          | 6464/? [40:35<00:00,  2.65it/s]\nEpoch 0: |          | 6464/? [40:35<00:00,  2.65it/s]\nEpoch 0: |          | 6465/? [40:36<00:00,  2.65it/s]\nEpoch 0: |          | 6465/? [40:36<00:00,  2.65it/s]\nEpoch 0: |          | 6466/? [40:36<00:00,  2.65it/s]\nEpoch 0: |          | 6466/? [40:36<00:00,  2.65it/s]\nEpoch 0: |          | 6467/? [40:36<00:00,  2.65it/s]\nEpoch 0: |          | 6467/? [40:36<00:00,  2.65it/s]\nEpoch 0: |          | 6468/? [40:37<00:00,  2.65it/s]\nEpoch 0: |          | 6468/? [40:37<00:00,  2.65it/s]\nEpoch 0: |          | 6469/? [40:37<00:00,  2.65it/s]\nEpoch 0: |          | 6469/? [40:37<00:00,  2.65it/s]\nEpoch 0: |          | 6470/? [40:37<00:00,  2.65it/s]\nEpoch 0: |          | 6470/? [40:37<00:00,  2.65it/s]\nEpoch 0: |          | 6471/? [40:38<00:00,  2.65it/s]\nEpoch 0: |          | 6471/? [40:38<00:00,  2.65it/s]\nEpoch 0: |          | 6472/? [40:38<00:00,  2.65it/s]\nEpoch 0: |          | 6472/? [40:38<00:00,  2.65it/s]\nEpoch 0: |          | 6473/? [40:38<00:00,  2.65it/s]\nEpoch 0: |          | 6473/? [40:38<00:00,  2.65it/s]\nEpoch 0: |          | 6474/? [40:38<00:00,  2.65it/s]\nEpoch 0: |          | 6474/? [40:38<00:00,  2.65it/s]\nEpoch 0: |          | 6475/? [40:39<00:00,  2.65it/s]\nEpoch 0: |          | 6475/? [40:39<00:00,  2.65it/s]\nEpoch 0: |          | 6476/? [40:39<00:00,  2.65it/s]\nEpoch 0: |          | 6476/? [40:39<00:00,  2.65it/s]\nEpoch 0: |          | 6477/? [40:39<00:00,  2.65it/s]\nEpoch 0: |          | 6477/? [40:39<00:00,  2.65it/s]\nEpoch 0: |          | 6478/? [40:40<00:00,  2.65it/s]\nEpoch 0: |          | 6478/? [40:40<00:00,  2.65it/s]\nEpoch 0: |          | 6479/? [40:40<00:00,  2.65it/s]\nEpoch 0: |          | 6479/? [40:40<00:00,  2.65it/s]\nEpoch 0: |          | 6480/? [40:40<00:00,  2.65it/s]\nEpoch 0: |          | 6480/? [40:40<00:00,  2.65it/s]\nEpoch 0: |          | 6481/? [40:41<00:00,  2.66it/s]\nEpoch 0: |          | 6481/? [40:41<00:00,  2.66it/s]\nEpoch 0: |          | 6482/? [40:41<00:00,  2.66it/s]\nEpoch 0: |          | 6482/? [40:41<00:00,  2.66it/s]\nEpoch 0: |          | 6483/? [40:41<00:00,  2.66it/s]\nEpoch 0: |          | 6483/? [40:41<00:00,  2.66it/s]\nEpoch 0: |          | 6484/? [40:41<00:00,  2.66it/s]\nEpoch 0: |          | 6484/? [40:41<00:00,  2.66it/s]\nEpoch 0: |          | 6485/? [40:42<00:00,  2.66it/s]\nEpoch 0: |          | 6485/? [40:42<00:00,  2.66it/s]\nEpoch 0: |          | 6486/? [40:42<00:00,  2.66it/s]\nEpoch 0: |          | 6486/? [40:42<00:00,  2.66it/s]\nEpoch 0: |          | 6487/? [40:42<00:00,  2.66it/s]\nEpoch 0: |          | 6487/? [40:42<00:00,  2.66it/s]\nEpoch 0: |          | 6488/? [40:43<00:00,  2.66it/s]\nEpoch 0: |          | 6488/? [40:43<00:00,  2.66it/s]\nEpoch 0: |          | 6489/? [40:43<00:00,  2.66it/s]\nEpoch 0: |          | 6489/? [40:43<00:00,  2.66it/s]\nEpoch 0: |          | 6490/? [40:43<00:00,  2.66it/s]\nEpoch 0: |          | 6490/? [40:43<00:00,  2.66it/s]\nEpoch 0: |          | 6491/? [40:44<00:00,  2.66it/s]\nEpoch 0: |          | 6491/? [40:44<00:00,  2.66it/s]\nEpoch 0: |          | 6492/? [40:44<00:00,  2.66it/s]\nEpoch 0: |          | 6492/? [40:44<00:00,  2.66it/s]\nEpoch 0: |          | 6493/? [40:44<00:00,  2.66it/s]\nEpoch 0: |          | 6493/? [40:44<00:00,  2.66it/s]\nEpoch 0: |          | 6494/? [40:45<00:00,  2.66it/s]\nEpoch 0: |          | 6494/? [40:45<00:00,  2.66it/s]\nEpoch 0: |          | 6495/? [40:45<00:00,  2.66it/s]\nEpoch 0: |          | 6495/? [40:45<00:00,  2.66it/s]\nEpoch 0: |          | 6496/? [40:45<00:00,  2.66it/s]\nEpoch 0: |          | 6496/? [40:45<00:00,  2.66it/s]\nEpoch 0: |          | 6497/? [40:45<00:00,  2.66it/s]\nEpoch 0: |          | 6497/? [40:45<00:00,  2.66it/s]\nEpoch 0: |          | 6498/? [40:46<00:00,  2.66it/s]\nEpoch 0: |          | 6498/? [40:46<00:00,  2.66it/s]\nEpoch 0: |          | 6499/? [40:46<00:00,  2.66it/s]\nEpoch 0: |          | 6499/? [40:46<00:00,  2.66it/s]\nEpoch 0: |          | 6500/? [40:46<00:00,  2.66it/s]\nEpoch 0: |          | 6500/? [40:46<00:00,  2.66it/s]\nEpoch 0: |          | 6501/? [40:47<00:00,  2.66it/s]\nEpoch 0: |          | 6501/? [40:47<00:00,  2.66it/s]\nEpoch 0: |          | 6502/? [40:47<00:00,  2.66it/s]\nEpoch 0: |          | 6502/? [40:47<00:00,  2.66it/s]\nEpoch 0: |          | 6503/? [40:47<00:00,  2.66it/s]\nEpoch 0: |          | 6503/? [40:47<00:00,  2.66it/s]\nEpoch 0: |          | 6504/? [40:47<00:00,  2.66it/s]\nEpoch 0: |          | 6504/? [40:47<00:00,  2.66it/s]\nEpoch 0: |          | 6505/? [40:48<00:00,  2.66it/s]\nEpoch 0: |          | 6505/? [40:48<00:00,  2.66it/s]\nEpoch 0: |          | 6506/? [40:48<00:00,  2.66it/s]\nEpoch 0: |          | 6506/? [40:48<00:00,  2.66it/s]\nEpoch 0: |          | 6507/? [40:48<00:00,  2.66it/s]\nEpoch 0: |          | 6507/? [40:48<00:00,  2.66it/s]\nEpoch 0: |          | 6508/? [40:49<00:00,  2.66it/s]\nEpoch 0: |          | 6508/? [40:49<00:00,  2.66it/s]\nEpoch 0: |          | 6509/? [40:49<00:00,  2.66it/s]\nEpoch 0: |          | 6509/? [40:49<00:00,  2.66it/s]\nEpoch 0: |          | 6510/? [40:49<00:00,  2.66it/s]\nEpoch 0: |          | 6510/? [40:49<00:00,  2.66it/s]\nEpoch 0: |          | 6511/? [40:50<00:00,  2.66it/s]\nEpoch 0: |          | 6511/? [40:50<00:00,  2.66it/s]\nEpoch 0: |          | 6512/? [40:50<00:00,  2.66it/s]\nEpoch 0: |          | 6512/? [40:50<00:00,  2.66it/s]\nEpoch 0: |          | 6513/? [40:50<00:00,  2.66it/s]\nEpoch 0: |          | 6513/? [40:50<00:00,  2.66it/s]\nEpoch 0: |          | 6514/? [40:51<00:00,  2.66it/s]\nEpoch 0: |          | 6514/? [40:51<00:00,  2.66it/s]\nEpoch 0: |          | 6515/? [40:51<00:00,  2.66it/s]\nEpoch 0: |          | 6515/? [40:51<00:00,  2.66it/s]\nEpoch 0: |          | 6516/? [40:51<00:00,  2.66it/s]\nEpoch 0: |          | 6516/? [40:51<00:00,  2.66it/s]\nEpoch 0: |          | 6517/? [40:52<00:00,  2.66it/s]\nEpoch 0: |          | 6517/? [40:52<00:00,  2.66it/s]\nEpoch 0: |          | 6518/? [40:52<00:00,  2.66it/s]\nEpoch 0: |          | 6518/? [40:52<00:00,  2.66it/s]\nEpoch 0: |          | 6519/? [40:52<00:00,  2.66it/s]\nEpoch 0: |          | 6519/? [40:52<00:00,  2.66it/s]\nEpoch 0: |          | 6520/? [40:52<00:00,  2.66it/s]\nEpoch 0: |          | 6520/? [40:52<00:00,  2.66it/s]\nEpoch 0: |          | 6521/? [40:53<00:00,  2.66it/s]\nEpoch 0: |          | 6521/? [40:53<00:00,  2.66it/s]\nEpoch 0: |          | 6522/? [40:53<00:00,  2.66it/s]\nEpoch 0: |          | 6522/? [40:53<00:00,  2.66it/s]\nEpoch 0: |          | 6523/? [40:53<00:00,  2.66it/s]\nEpoch 0: |          | 6523/? [40:53<00:00,  2.66it/s]\nEpoch 0: |          | 6524/? [40:54<00:00,  2.66it/s]\nEpoch 0: |          | 6524/? [40:54<00:00,  2.66it/s]\nEpoch 0: |          | 6525/? [40:54<00:00,  2.66it/s]\nEpoch 0: |          | 6525/? [40:54<00:00,  2.66it/s]\nEpoch 0: |          | 6526/? [40:54<00:00,  2.66it/s]\nEpoch 0: |          | 6526/? [40:54<00:00,  2.66it/s]\nEpoch 0: |          | 6527/? [40:54<00:00,  2.66it/s]\nEpoch 0: |          | 6527/? [40:54<00:00,  2.66it/s]\nEpoch 0: |          | 6528/? [40:55<00:00,  2.66it/s]\nEpoch 0: |          | 6528/? [40:55<00:00,  2.66it/s]\nEpoch 0: |          | 6529/? [40:55<00:00,  2.66it/s]\nEpoch 0: |          | 6529/? [40:55<00:00,  2.66it/s]\nEpoch 0: |          | 6530/? [40:55<00:00,  2.66it/s]\nEpoch 0: |          | 6530/? [40:55<00:00,  2.66it/s]\nEpoch 0: |          | 6531/? [40:56<00:00,  2.66it/s]\nEpoch 0: |          | 6531/? [40:56<00:00,  2.66it/s]\nEpoch 0: |          | 6532/? [40:56<00:00,  2.66it/s]\nEpoch 0: |          | 6532/? [40:56<00:00,  2.66it/s]\nEpoch 0: |          | 6533/? [40:56<00:00,  2.66it/s]\nEpoch 0: |          | 6533/? [40:56<00:00,  2.66it/s]\nEpoch 0: |          | 6534/? [40:57<00:00,  2.66it/s]\nEpoch 0: |          | 6534/? [40:57<00:00,  2.66it/s]\nEpoch 0: |          | 6535/? [40:57<00:00,  2.66it/s]\nEpoch 0: |          | 6535/? [40:57<00:00,  2.66it/s]\nEpoch 0: |          | 6536/? [40:57<00:00,  2.66it/s]\nEpoch 0: |          | 6536/? [40:57<00:00,  2.66it/s]\nEpoch 0: |          | 6537/? [40:57<00:00,  2.66it/s]\nEpoch 0: |          | 6537/? [40:57<00:00,  2.66it/s]\nEpoch 0: |          | 6538/? [40:58<00:00,  2.66it/s]\nEpoch 0: |          | 6538/? [40:58<00:00,  2.66it/s]\nEpoch 0: |          | 6539/? [40:58<00:00,  2.66it/s]\nEpoch 0: |          | 6539/? [40:58<00:00,  2.66it/s]\nEpoch 0: |          | 6540/? [40:58<00:00,  2.66it/s]\nEpoch 0: |          | 6540/? [40:58<00:00,  2.66it/s]\nEpoch 0: |          | 6541/? [40:59<00:00,  2.66it/s]\nEpoch 0: |          | 6541/? [40:59<00:00,  2.66it/s]\nEpoch 0: |          | 6542/? [40:59<00:00,  2.66it/s]\nEpoch 0: |          | 6542/? [40:59<00:00,  2.66it/s]\nEpoch 0: |          | 6543/? [40:59<00:00,  2.66it/s]\nEpoch 0: |          | 6543/? [40:59<00:00,  2.66it/s]\nEpoch 0: |          | 6544/? [40:59<00:00,  2.66it/s]\nEpoch 0: |          | 6544/? [40:59<00:00,  2.66it/s]\nEpoch 0: |          | 6545/? [41:00<00:00,  2.66it/s]\nEpoch 0: |          | 6545/? [41:00<00:00,  2.66it/s]\nEpoch 0: |          | 6546/? [41:00<00:00,  2.66it/s]\nEpoch 0: |          | 6546/? [41:00<00:00,  2.66it/s]\nEpoch 0: |          | 6547/? [41:00<00:00,  2.66it/s]\nEpoch 0: |          | 6547/? [41:00<00:00,  2.66it/s]\nEpoch 0: |          | 6548/? [41:01<00:00,  2.66it/s]\nEpoch 0: |          | 6548/? [41:01<00:00,  2.66it/s]\nEpoch 0: |          | 6549/? [41:01<00:00,  2.66it/s]\nEpoch 0: |          | 6549/? [41:01<00:00,  2.66it/s]\nEpoch 0: |          | 6550/? [41:01<00:00,  2.66it/s]\nEpoch 0: |          | 6550/? [41:01<00:00,  2.66it/s]\nEpoch 0: |          | 6551/? [41:01<00:00,  2.66it/s]\nEpoch 0: |          | 6551/? [41:01<00:00,  2.66it/s]\nEpoch 0: |          | 6552/? [41:02<00:00,  2.66it/s]\nEpoch 0: |          | 6552/? [41:02<00:00,  2.66it/s]\nEpoch 0: |          | 6553/? [41:02<00:00,  2.66it/s]\nEpoch 0: |          | 6553/? [41:02<00:00,  2.66it/s]\nEpoch 0: |          | 6554/? [41:02<00:00,  2.66it/s]\nEpoch 0: |          | 6554/? [41:02<00:00,  2.66it/s]\nEpoch 0: |          | 6555/? [41:03<00:00,  2.66it/s]\nEpoch 0: |          | 6555/? [41:03<00:00,  2.66it/s]\nEpoch 0: |          | 6556/? [41:03<00:00,  2.66it/s]\nEpoch 0: |          | 6556/? [41:03<00:00,  2.66it/s]\nEpoch 0: |          | 6557/? [41:03<00:00,  2.66it/s]\nEpoch 0: |          | 6557/? [41:03<00:00,  2.66it/s]\nEpoch 0: |          | 6558/? [41:04<00:00,  2.66it/s]\nEpoch 0: |          | 6558/? [41:04<00:00,  2.66it/s]\nEpoch 0: |          | 6559/? [41:04<00:00,  2.66it/s]\nEpoch 0: |          | 6559/? [41:04<00:00,  2.66it/s]\nEpoch 0: |          | 6560/? [41:04<00:00,  2.66it/s]\nEpoch 0: |          | 6560/? [41:04<00:00,  2.66it/s]\nEpoch 0: |          | 6561/? [41:04<00:00,  2.66it/s]\nEpoch 0: |          | 6561/? [41:04<00:00,  2.66it/s]\nEpoch 0: |          | 6562/? [41:05<00:00,  2.66it/s]\nEpoch 0: |          | 6562/? [41:05<00:00,  2.66it/s]\nEpoch 0: |          | 6563/? [41:05<00:00,  2.66it/s]\nEpoch 0: |          | 6563/? [41:05<00:00,  2.66it/s]\nEpoch 0: |          | 6564/? [41:05<00:00,  2.66it/s]\nEpoch 0: |          | 6564/? [41:05<00:00,  2.66it/s]\nEpoch 0: |          | 6565/? [41:06<00:00,  2.66it/s]\nEpoch 0: |          | 6565/? [41:06<00:00,  2.66it/s]\nEpoch 0: |          | 6566/? [41:06<00:00,  2.66it/s]\nEpoch 0: |          | 6566/? [41:06<00:00,  2.66it/s]\nEpoch 0: |          | 6567/? [41:06<00:00,  2.66it/s]\nEpoch 0: |          | 6567/? [41:06<00:00,  2.66it/s]\nEpoch 0: |          | 6568/? [41:07<00:00,  2.66it/s]\nEpoch 0: |          | 6568/? [41:07<00:00,  2.66it/s]\nEpoch 0: |          | 6569/? [41:07<00:00,  2.66it/s]\nEpoch 0: |          | 6569/? [41:07<00:00,  2.66it/s]\nEpoch 0: |          | 6570/? [41:07<00:00,  2.66it/s]\nEpoch 0: |          | 6570/? [41:07<00:00,  2.66it/s]\nEpoch 0: |          | 6571/? [41:07<00:00,  2.66it/s]\nEpoch 0: |          | 6571/? [41:07<00:00,  2.66it/s]\nEpoch 0: |          | 6572/? [41:08<00:00,  2.66it/s]\nEpoch 0: |          | 6572/? [41:08<00:00,  2.66it/s]\nEpoch 0: |          | 6573/? [41:08<00:00,  2.66it/s]\nEpoch 0: |          | 6573/? [41:08<00:00,  2.66it/s]\nEpoch 0: |          | 6574/? [41:08<00:00,  2.66it/s]\nEpoch 0: |          | 6574/? [41:08<00:00,  2.66it/s]\nEpoch 0: |          | 6575/? [41:09<00:00,  2.66it/s]\nEpoch 0: |          | 6575/? [41:09<00:00,  2.66it/s]\nEpoch 0: |          | 6576/? [41:09<00:00,  2.66it/s]\nEpoch 0: |          | 6576/? [41:09<00:00,  2.66it/s]\nEpoch 0: |          | 6577/? [41:09<00:00,  2.66it/s]\nEpoch 0: |          | 6577/? [41:09<00:00,  2.66it/s]\nEpoch 0: |          | 6578/? [41:10<00:00,  2.66it/s]\nEpoch 0: |          | 6578/? [41:10<00:00,  2.66it/s]\nEpoch 0: |          | 6579/? [41:10<00:00,  2.66it/s]\nEpoch 0: |          | 6579/? [41:10<00:00,  2.66it/s]\nEpoch 0: |          | 6580/? [41:10<00:00,  2.66it/s]\nEpoch 0: |          | 6580/? [41:10<00:00,  2.66it/s]\nEpoch 0: |          | 6581/? [41:11<00:00,  2.66it/s]\nEpoch 0: |          | 6581/? [41:11<00:00,  2.66it/s]\nEpoch 0: |          | 6582/? [41:11<00:00,  2.66it/s]\nEpoch 0: |          | 6582/? [41:11<00:00,  2.66it/s]\nEpoch 0: |          | 6583/? [41:11<00:00,  2.66it/s]\nEpoch 0: |          | 6583/? [41:11<00:00,  2.66it/s]\nEpoch 0: |          | 6584/? [41:11<00:00,  2.66it/s]\nEpoch 0: |          | 6584/? [41:11<00:00,  2.66it/s]\nEpoch 0: |          | 6585/? [41:12<00:00,  2.66it/s]\nEpoch 0: |          | 6585/? [41:12<00:00,  2.66it/s]\nEpoch 0: |          | 6586/? [41:12<00:00,  2.66it/s]\nEpoch 0: |          | 6586/? [41:12<00:00,  2.66it/s]\nEpoch 0: |          | 6587/? [41:12<00:00,  2.66it/s]\nEpoch 0: |          | 6587/? [41:12<00:00,  2.66it/s]\nEpoch 0: |          | 6588/? [41:13<00:00,  2.66it/s]\nEpoch 0: |          | 6588/? [41:13<00:00,  2.66it/s]\nEpoch 0: |          | 6589/? [41:13<00:00,  2.66it/s]\nEpoch 0: |          | 6589/? [41:13<00:00,  2.66it/s]\nEpoch 0: |          | 6590/? [41:13<00:00,  2.66it/s]\nEpoch 0: |          | 6590/? [41:13<00:00,  2.66it/s]\nEpoch 0: |          | 6591/? [41:14<00:00,  2.66it/s]\nEpoch 0: |          | 6591/? [41:14<00:00,  2.66it/s]\nEpoch 0: |          | 6592/? [41:14<00:00,  2.66it/s]\nEpoch 0: |          | 6592/? [41:14<00:00,  2.66it/s]\nEpoch 0: |          | 6593/? [41:14<00:00,  2.66it/s]\nEpoch 0: |          | 6593/? [41:14<00:00,  2.66it/s]\nEpoch 0: |          | 6594/? [41:14<00:00,  2.66it/s]\nEpoch 0: |          | 6594/? [41:14<00:00,  2.66it/s]\nEpoch 0: |          | 6595/? [41:15<00:00,  2.66it/s]\nEpoch 0: |          | 6595/? [41:15<00:00,  2.66it/s]\nEpoch 0: |          | 6596/? [41:15<00:00,  2.66it/s]\nEpoch 0: |          | 6596/? [41:15<00:00,  2.66it/s]\nEpoch 0: |          | 6597/? [41:15<00:00,  2.66it/s]\nEpoch 0: |          | 6597/? [41:15<00:00,  2.66it/s]\nEpoch 0: |          | 6598/? [41:16<00:00,  2.66it/s]\nEpoch 0: |          | 6598/? [41:16<00:00,  2.66it/s]\nEpoch 0: |          | 6599/? [41:16<00:00,  2.66it/s]\nEpoch 0: |          | 6599/? [41:16<00:00,  2.66it/s]\nEpoch 0: |          | 6600/? [41:16<00:00,  2.66it/s]\nEpoch 0: |          | 6600/? [41:16<00:00,  2.66it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.60it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.25it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.14it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.14it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 6600/? [41:17<00:00,  2.66it/s]\nEpoch 0: |          | 6601/? [41:17<00:00,  2.66it/s]\nEpoch 0: |          | 6601/? [41:17<00:00,  2.66it/s]\nEpoch 0: |          | 6602/? [41:17<00:00,  2.66it/s]\nEpoch 0: |          | 6602/? [41:17<00:00,  2.66it/s]\nEpoch 0: |          | 6603/? [41:17<00:00,  2.66it/s]\nEpoch 0: |          | 6603/? [41:17<00:00,  2.66it/s]\nEpoch 0: |          | 6604/? [41:18<00:00,  2.66it/s]\nEpoch 0: |          | 6604/? [41:18<00:00,  2.66it/s]\nEpoch 0: |          | 6605/? [41:18<00:00,  2.66it/s]\nEpoch 0: |          | 6605/? [41:18<00:00,  2.66it/s]\nEpoch 0: |          | 6606/? [41:18<00:00,  2.66it/s]\nEpoch 0: |          | 6606/? [41:18<00:00,  2.66it/s]\nEpoch 0: |          | 6607/? [41:19<00:00,  2.67it/s]\nEpoch 0: |          | 6607/? [41:19<00:00,  2.67it/s]\nEpoch 0: |          | 6608/? [41:19<00:00,  2.67it/s]\nEpoch 0: |          | 6608/? [41:19<00:00,  2.67it/s]\nEpoch 0: |          | 6609/? [41:19<00:00,  2.67it/s]\nEpoch 0: |          | 6609/? [41:19<00:00,  2.67it/s]\nEpoch 0: |          | 6610/? [41:20<00:00,  2.67it/s]\nEpoch 0: |          | 6610/? [41:20<00:00,  2.67it/s]\nEpoch 0: |          | 6611/? [41:20<00:00,  2.67it/s]\nEpoch 0: |          | 6611/? [41:20<00:00,  2.67it/s]\nEpoch 0: |          | 6612/? [41:20<00:00,  2.67it/s]\nEpoch 0: |          | 6612/? [41:20<00:00,  2.67it/s]\nEpoch 0: |          | 6613/? [41:20<00:00,  2.67it/s]\nEpoch 0: |          | 6613/? [41:20<00:00,  2.67it/s]\nEpoch 0: |          | 6614/? [41:21<00:00,  2.67it/s]\nEpoch 0: |          | 6614/? [41:21<00:00,  2.67it/s]\nEpoch 0: |          | 6615/? [41:21<00:00,  2.67it/s]\nEpoch 0: |          | 6615/? [41:21<00:00,  2.67it/s]\nEpoch 0: |          | 6616/? [41:21<00:00,  2.67it/s]\nEpoch 0: |          | 6616/? [41:21<00:00,  2.67it/s]\nEpoch 0: |          | 6617/? [41:22<00:00,  2.67it/s]\nEpoch 0: |          | 6617/? [41:22<00:00,  2.67it/s]\nEpoch 0: |          | 6618/? [41:22<00:00,  2.67it/s]\nEpoch 0: |          | 6618/? [41:22<00:00,  2.67it/s]\nEpoch 0: |          | 6619/? [41:22<00:00,  2.67it/s]\nEpoch 0: |          | 6619/? [41:22<00:00,  2.67it/s]\nEpoch 0: |          | 6620/? [41:22<00:00,  2.67it/s]\nEpoch 0: |          | 6620/? [41:22<00:00,  2.67it/s]\nEpoch 0: |          | 6621/? [41:23<00:00,  2.67it/s]\nEpoch 0: |          | 6621/? [41:23<00:00,  2.67it/s]\nEpoch 0: |          | 6622/? [41:23<00:00,  2.67it/s]\nEpoch 0: |          | 6622/? [41:23<00:00,  2.67it/s]\nEpoch 0: |          | 6623/? [41:23<00:00,  2.67it/s]\nEpoch 0: |          | 6623/? [41:23<00:00,  2.67it/s]\nEpoch 0: |          | 6624/? [41:24<00:00,  2.67it/s]\nEpoch 0: |          | 6624/? [41:24<00:00,  2.67it/s]\nEpoch 0: |          | 6625/? [41:24<00:00,  2.67it/s]\nEpoch 0: |          | 6625/? [41:24<00:00,  2.67it/s]\nEpoch 0: |          | 6626/? [41:24<00:00,  2.67it/s]\nEpoch 0: |          | 6626/? [41:24<00:00,  2.67it/s]\nEpoch 0: |          | 6627/? [41:25<00:00,  2.67it/s]\nEpoch 0: |          | 6627/? [41:25<00:00,  2.67it/s]\nEpoch 0: |          | 6628/? [41:25<00:00,  2.67it/s]\nEpoch 0: |          | 6628/? [41:25<00:00,  2.67it/s]\nEpoch 0: |          | 6629/? [41:25<00:00,  2.67it/s]\nEpoch 0: |          | 6629/? [41:25<00:00,  2.67it/s]\nEpoch 0: |          | 6630/? [41:25<00:00,  2.67it/s]\nEpoch 0: |          | 6630/? [41:25<00:00,  2.67it/s]\nEpoch 0: |          | 6631/? [41:26<00:00,  2.67it/s]\nEpoch 0: |          | 6631/? [41:26<00:00,  2.67it/s]\nEpoch 0: |          | 6632/? [41:26<00:00,  2.67it/s]\nEpoch 0: |          | 6632/? [41:26<00:00,  2.67it/s]\nEpoch 0: |          | 6633/? [41:26<00:00,  2.67it/s]\nEpoch 0: |          | 6633/? [41:26<00:00,  2.67it/s]\nEpoch 0: |          | 6634/? [41:27<00:00,  2.67it/s]\nEpoch 0: |          | 6634/? [41:27<00:00,  2.67it/s]\nEpoch 0: |          | 6635/? [41:27<00:00,  2.67it/s]\nEpoch 0: |          | 6635/? [41:27<00:00,  2.67it/s]\nEpoch 0: |          | 6636/? [41:27<00:00,  2.67it/s]\nEpoch 0: |          | 6636/? [41:27<00:00,  2.67it/s]\nEpoch 0: |          | 6637/? [41:27<00:00,  2.67it/s]\nEpoch 0: |          | 6637/? [41:27<00:00,  2.67it/s]\nEpoch 0: |          | 6638/? [41:28<00:00,  2.67it/s]\nEpoch 0: |          | 6638/? [41:28<00:00,  2.67it/s]\nEpoch 0: |          | 6639/? [41:28<00:00,  2.67it/s]\nEpoch 0: |          | 6639/? [41:28<00:00,  2.67it/s]\nEpoch 0: |          | 6640/? [41:28<00:00,  2.67it/s]\nEpoch 0: |          | 6640/? [41:28<00:00,  2.67it/s]\nEpoch 0: |          | 6641/? [41:29<00:00,  2.67it/s]\nEpoch 0: |          | 6641/? [41:29<00:00,  2.67it/s]\nEpoch 0: |          | 6642/? [41:29<00:00,  2.67it/s]\nEpoch 0: |          | 6642/? [41:29<00:00,  2.67it/s]\nEpoch 0: |          | 6643/? [41:29<00:00,  2.67it/s]\nEpoch 0: |          | 6643/? [41:29<00:00,  2.67it/s]\nEpoch 0: |          | 6644/? [41:29<00:00,  2.67it/s]\nEpoch 0: |          | 6644/? [41:29<00:00,  2.67it/s]\nEpoch 0: |          | 6645/? [41:30<00:00,  2.67it/s]\nEpoch 0: |          | 6645/? [41:30<00:00,  2.67it/s]\nEpoch 0: |          | 6646/? [41:30<00:00,  2.67it/s]\nEpoch 0: |          | 6646/? [41:30<00:00,  2.67it/s]\nEpoch 0: |          | 6647/? [41:30<00:00,  2.67it/s]\nEpoch 0: |          | 6647/? [41:30<00:00,  2.67it/s]\nEpoch 0: |          | 6648/? [41:31<00:00,  2.67it/s]\nEpoch 0: |          | 6648/? [41:31<00:00,  2.67it/s]\nEpoch 0: |          | 6649/? [41:31<00:00,  2.67it/s]\nEpoch 0: |          | 6649/? [41:31<00:00,  2.67it/s]\nEpoch 0: |          | 6650/? [41:31<00:00,  2.67it/s]\nEpoch 0: |          | 6650/? [41:31<00:00,  2.67it/s]\nEpoch 0: |          | 6651/? [41:32<00:00,  2.67it/s]\nEpoch 0: |          | 6651/? [41:32<00:00,  2.67it/s]\nEpoch 0: |          | 6652/? [41:32<00:00,  2.67it/s]\nEpoch 0: |          | 6652/? [41:32<00:00,  2.67it/s]\nEpoch 0: |          | 6653/? [41:32<00:00,  2.67it/s]\nEpoch 0: |          | 6653/? [41:32<00:00,  2.67it/s]\nEpoch 0: |          | 6654/? [41:32<00:00,  2.67it/s]\nEpoch 0: |          | 6654/? [41:32<00:00,  2.67it/s]\nEpoch 0: |          | 6655/? [41:33<00:00,  2.67it/s]\nEpoch 0: |          | 6655/? [41:33<00:00,  2.67it/s]\nEpoch 0: |          | 6656/? [41:33<00:00,  2.67it/s]\nEpoch 0: |          | 6656/? [41:33<00:00,  2.67it/s]\nEpoch 0: |          | 6657/? [41:33<00:00,  2.67it/s]\nEpoch 0: |          | 6657/? [41:33<00:00,  2.67it/s]\nEpoch 0: |          | 6658/? [41:34<00:00,  2.67it/s]\nEpoch 0: |          | 6658/? [41:34<00:00,  2.67it/s]\nEpoch 0: |          | 6659/? [41:34<00:00,  2.67it/s]\nEpoch 0: |          | 6659/? [41:34<00:00,  2.67it/s]\nEpoch 0: |          | 6660/? [41:34<00:00,  2.67it/s]\nEpoch 0: |          | 6660/? [41:34<00:00,  2.67it/s]\nEpoch 0: |          | 6661/? [41:34<00:00,  2.67it/s]\nEpoch 0: |          | 6661/? [41:34<00:00,  2.67it/s]\nEpoch 0: |          | 6662/? [41:35<00:00,  2.67it/s]\nEpoch 0: |          | 6662/? [41:35<00:00,  2.67it/s]\nEpoch 0: |          | 6663/? [41:35<00:00,  2.67it/s]\nEpoch 0: |          | 6663/? [41:35<00:00,  2.67it/s]\nEpoch 0: |          | 6664/? [41:35<00:00,  2.67it/s]\nEpoch 0: |          | 6664/? [41:35<00:00,  2.67it/s]\nEpoch 0: |          | 6665/? [41:36<00:00,  2.67it/s]\nEpoch 0: |          | 6665/? [41:36<00:00,  2.67it/s]\nEpoch 0: |          | 6666/? [41:36<00:00,  2.67it/s]\nEpoch 0: |          | 6666/? [41:36<00:00,  2.67it/s]\nEpoch 0: |          | 6667/? [41:36<00:00,  2.67it/s]\nEpoch 0: |          | 6667/? [41:36<00:00,  2.67it/s]\nEpoch 0: |          | 6668/? [41:36<00:00,  2.67it/s]\nEpoch 0: |          | 6668/? [41:36<00:00,  2.67it/s]\nEpoch 0: |          | 6669/? [41:37<00:00,  2.67it/s]\nEpoch 0: |          | 6669/? [41:37<00:00,  2.67it/s]\nEpoch 0: |          | 6670/? [41:37<00:00,  2.67it/s]\nEpoch 0: |          | 6670/? [41:37<00:00,  2.67it/s]\nEpoch 0: |          | 6671/? [41:37<00:00,  2.67it/s]\nEpoch 0: |          | 6671/? [41:37<00:00,  2.67it/s]\nEpoch 0: |          | 6672/? [41:38<00:00,  2.67it/s]\nEpoch 0: |          | 6672/? [41:38<00:00,  2.67it/s]\nEpoch 0: |          | 6673/? [41:38<00:00,  2.67it/s]\nEpoch 0: |          | 6673/? [41:38<00:00,  2.67it/s]\nEpoch 0: |          | 6674/? [41:38<00:00,  2.67it/s]\nEpoch 0: |          | 6674/? [41:38<00:00,  2.67it/s]\nEpoch 0: |          | 6675/? [41:39<00:00,  2.67it/s]\nEpoch 0: |          | 6675/? [41:39<00:00,  2.67it/s]\nEpoch 0: |          | 6676/? [41:39<00:00,  2.67it/s]\nEpoch 0: |          | 6676/? [41:39<00:00,  2.67it/s]\nEpoch 0: |          | 6677/? [41:39<00:00,  2.67it/s]\nEpoch 0: |          | 6677/? [41:39<00:00,  2.67it/s]\nEpoch 0: |          | 6678/? [41:39<00:00,  2.67it/s]\nEpoch 0: |          | 6678/? [41:39<00:00,  2.67it/s]\nEpoch 0: |          | 6679/? [41:40<00:00,  2.67it/s]\nEpoch 0: |          | 6679/? [41:40<00:00,  2.67it/s]\nEpoch 0: |          | 6680/? [41:40<00:00,  2.67it/s]\nEpoch 0: |          | 6680/? [41:40<00:00,  2.67it/s]\nEpoch 0: |          | 6681/? [41:40<00:00,  2.67it/s]\nEpoch 0: |          | 6681/? [41:40<00:00,  2.67it/s]\nEpoch 0: |          | 6682/? [41:41<00:00,  2.67it/s]\nEpoch 0: |          | 6682/? [41:41<00:00,  2.67it/s]\nEpoch 0: |          | 6683/? [41:41<00:00,  2.67it/s]\nEpoch 0: |          | 6683/? [41:41<00:00,  2.67it/s]\nEpoch 0: |          | 6684/? [41:41<00:00,  2.67it/s]\nEpoch 0: |          | 6684/? [41:41<00:00,  2.67it/s]\nEpoch 0: |          | 6685/? [41:41<00:00,  2.67it/s]\nEpoch 0: |          | 6685/? [41:41<00:00,  2.67it/s]\nEpoch 0: |          | 6686/? [41:42<00:00,  2.67it/s]\nEpoch 0: |          | 6686/? [41:42<00:00,  2.67it/s]\nEpoch 0: |          | 6687/? [41:42<00:00,  2.67it/s]\nEpoch 0: |          | 6687/? [41:42<00:00,  2.67it/s]\nEpoch 0: |          | 6688/? [41:42<00:00,  2.67it/s]\nEpoch 0: |          | 6688/? [41:42<00:00,  2.67it/s]\nEpoch 0: |          | 6689/? [41:43<00:00,  2.67it/s]\nEpoch 0: |          | 6689/? [41:43<00:00,  2.67it/s]\nEpoch 0: |          | 6690/? [41:43<00:00,  2.67it/s]\nEpoch 0: |          | 6690/? [41:43<00:00,  2.67it/s]\nEpoch 0: |          | 6691/? [41:43<00:00,  2.67it/s]\nEpoch 0: |          | 6691/? [41:43<00:00,  2.67it/s]\nEpoch 0: |          | 6692/? [41:43<00:00,  2.67it/s]\nEpoch 0: |          | 6692/? [41:43<00:00,  2.67it/s]\nEpoch 0: |          | 6693/? [41:44<00:00,  2.67it/s]\nEpoch 0: |          | 6693/? [41:44<00:00,  2.67it/s]\nEpoch 0: |          | 6694/? [41:44<00:00,  2.67it/s]\nEpoch 0: |          | 6694/? [41:44<00:00,  2.67it/s]\nEpoch 0: |          | 6695/? [41:44<00:00,  2.67it/s]\nEpoch 0: |          | 6695/? [41:44<00:00,  2.67it/s]\nEpoch 0: |          | 6696/? [41:45<00:00,  2.67it/s]\nEpoch 0: |          | 6696/? [41:45<00:00,  2.67it/s]\nEpoch 0: |          | 6697/? [41:45<00:00,  2.67it/s]\nEpoch 0: |          | 6697/? [41:45<00:00,  2.67it/s]\nEpoch 0: |          | 6698/? [41:45<00:00,  2.67it/s]\nEpoch 0: |          | 6698/? [41:45<00:00,  2.67it/s]\nEpoch 0: |          | 6699/? [41:46<00:00,  2.67it/s]\nEpoch 0: |          | 6699/? [41:46<00:00,  2.67it/s]\nEpoch 0: |          | 6700/? [41:46<00:00,  2.67it/s]\nEpoch 0: |          | 6700/? [41:46<00:00,  2.67it/s]\nEpoch 0: |          | 6701/? [41:46<00:00,  2.67it/s]\nEpoch 0: |          | 6701/? [41:46<00:00,  2.67it/s]\nEpoch 0: |          | 6702/? [41:46<00:00,  2.67it/s]\nEpoch 0: |          | 6702/? [41:46<00:00,  2.67it/s]\nEpoch 0: |          | 6703/? [41:47<00:00,  2.67it/s]\nEpoch 0: |          | 6703/? [41:47<00:00,  2.67it/s]\nEpoch 0: |          | 6704/? [41:47<00:00,  2.67it/s]\nEpoch 0: |          | 6704/? [41:47<00:00,  2.67it/s]\nEpoch 0: |          | 6705/? [41:47<00:00,  2.67it/s]\nEpoch 0: |          | 6705/? [41:47<00:00,  2.67it/s]\nEpoch 0: |          | 6706/? [41:48<00:00,  2.67it/s]\nEpoch 0: |          | 6706/? [41:48<00:00,  2.67it/s]\nEpoch 0: |          | 6707/? [41:48<00:00,  2.67it/s]\nEpoch 0: |          | 6707/? [41:48<00:00,  2.67it/s]\nEpoch 0: |          | 6708/? [41:48<00:00,  2.67it/s]\nEpoch 0: |          | 6708/? [41:48<00:00,  2.67it/s]\nEpoch 0: |          | 6709/? [41:48<00:00,  2.67it/s]\nEpoch 0: |          | 6709/? [41:48<00:00,  2.67it/s]\nEpoch 0: |          | 6710/? [41:49<00:00,  2.67it/s]\nEpoch 0: |          | 6710/? [41:49<00:00,  2.67it/s]\nEpoch 0: |          | 6711/? [41:49<00:00,  2.67it/s]\nEpoch 0: |          | 6711/? [41:49<00:00,  2.67it/s]\nEpoch 0: |          | 6712/? [41:49<00:00,  2.67it/s]\nEpoch 0: |          | 6712/? [41:49<00:00,  2.67it/s]\nEpoch 0: |          | 6713/? [41:50<00:00,  2.67it/s]\nEpoch 0: |          | 6713/? [41:50<00:00,  2.67it/s]\nEpoch 0: |          | 6714/? [41:50<00:00,  2.67it/s]\nEpoch 0: |          | 6714/? [41:50<00:00,  2.67it/s]\nEpoch 0: |          | 6715/? [41:50<00:00,  2.67it/s]\nEpoch 0: |          | 6715/? [41:50<00:00,  2.67it/s]\nEpoch 0: |          | 6716/? [41:50<00:00,  2.67it/s]\nEpoch 0: |          | 6716/? [41:50<00:00,  2.67it/s]\nEpoch 0: |          | 6717/? [41:51<00:00,  2.67it/s]\nEpoch 0: |          | 6717/? [41:51<00:00,  2.67it/s]\nEpoch 0: |          | 6718/? [41:51<00:00,  2.67it/s]\nEpoch 0: |          | 6718/? [41:51<00:00,  2.67it/s]\nEpoch 0: |          | 6719/? [41:51<00:00,  2.67it/s]\nEpoch 0: |          | 6719/? [41:51<00:00,  2.67it/s]\nEpoch 0: |          | 6720/? [41:52<00:00,  2.68it/s]\nEpoch 0: |          | 6720/? [41:52<00:00,  2.68it/s]\nEpoch 0: |          | 6721/? [41:52<00:00,  2.68it/s]\nEpoch 0: |          | 6721/? [41:52<00:00,  2.68it/s]\nEpoch 0: |          | 6722/? [41:52<00:00,  2.68it/s]\nEpoch 0: |          | 6722/? [41:52<00:00,  2.68it/s]\nEpoch 0: |          | 6723/? [41:53<00:00,  2.68it/s]\nEpoch 0: |          | 6723/? [41:53<00:00,  2.68it/s]\nEpoch 0: |          | 6724/? [41:53<00:00,  2.68it/s]\nEpoch 0: |          | 6724/? [41:53<00:00,  2.68it/s]\nEpoch 0: |          | 6725/? [41:53<00:00,  2.68it/s]\nEpoch 0: |          | 6725/? [41:53<00:00,  2.68it/s]\nEpoch 0: |          | 6726/? [41:53<00:00,  2.68it/s]\nEpoch 0: |          | 6726/? [41:53<00:00,  2.68it/s]\nEpoch 0: |          | 6727/? [41:54<00:00,  2.68it/s]\nEpoch 0: |          | 6727/? [41:54<00:00,  2.68it/s]\nEpoch 0: |          | 6728/? [41:54<00:00,  2.68it/s]\nEpoch 0: |          | 6728/? [41:54<00:00,  2.68it/s]\nEpoch 0: |          | 6729/? [41:54<00:00,  2.68it/s]\nEpoch 0: |          | 6729/? [41:54<00:00,  2.68it/s]\nEpoch 0: |          | 6730/? [41:55<00:00,  2.68it/s]\nEpoch 0: |          | 6730/? [41:55<00:00,  2.68it/s]\nEpoch 0: |          | 6731/? [41:55<00:00,  2.68it/s]\nEpoch 0: |          | 6731/? [41:55<00:00,  2.68it/s]\nEpoch 0: |          | 6732/? [41:55<00:00,  2.68it/s]\nEpoch 0: |          | 6732/? [41:55<00:00,  2.68it/s]\nEpoch 0: |          | 6733/? [41:55<00:00,  2.68it/s]\nEpoch 0: |          | 6733/? [41:55<00:00,  2.68it/s]\nEpoch 0: |          | 6734/? [41:56<00:00,  2.68it/s]\nEpoch 0: |          | 6734/? [41:56<00:00,  2.68it/s]\nEpoch 0: |          | 6735/? [41:56<00:00,  2.68it/s]\nEpoch 0: |          | 6735/? [41:56<00:00,  2.68it/s]\nEpoch 0: |          | 6736/? [41:56<00:00,  2.68it/s]\nEpoch 0: |          | 6736/? [41:56<00:00,  2.68it/s]\nEpoch 0: |          | 6737/? [41:57<00:00,  2.68it/s]\nEpoch 0: |          | 6737/? [41:57<00:00,  2.68it/s]\nEpoch 0: |          | 6738/? [41:57<00:00,  2.68it/s]\nEpoch 0: |          | 6738/? [41:57<00:00,  2.68it/s]\nEpoch 0: |          | 6739/? [41:57<00:00,  2.68it/s]\nEpoch 0: |          | 6739/? [41:57<00:00,  2.68it/s]\nEpoch 0: |          | 6740/? [41:57<00:00,  2.68it/s]\nEpoch 0: |          | 6740/? [41:57<00:00,  2.68it/s]\nEpoch 0: |          | 6741/? [41:58<00:00,  2.68it/s]\nEpoch 0: |          | 6741/? [41:58<00:00,  2.68it/s]\nEpoch 0: |          | 6742/? [41:58<00:00,  2.68it/s]\nEpoch 0: |          | 6742/? [41:58<00:00,  2.68it/s]\nEpoch 0: |          | 6743/? [41:58<00:00,  2.68it/s]\nEpoch 0: |          | 6743/? [41:58<00:00,  2.68it/s]\nEpoch 0: |          | 6744/? [41:59<00:00,  2.68it/s]\nEpoch 0: |          | 6744/? [41:59<00:00,  2.68it/s]\nEpoch 0: |          | 6745/? [41:59<00:00,  2.68it/s]\nEpoch 0: |          | 6745/? [41:59<00:00,  2.68it/s]\nEpoch 0: |          | 6746/? [41:59<00:00,  2.68it/s]\nEpoch 0: |          | 6746/? [41:59<00:00,  2.68it/s]\nEpoch 0: |          | 6747/? [41:59<00:00,  2.68it/s]\nEpoch 0: |          | 6747/? [41:59<00:00,  2.68it/s]\nEpoch 0: |          | 6748/? [42:00<00:00,  2.68it/s]\nEpoch 0: |          | 6748/? [42:00<00:00,  2.68it/s]\nEpoch 0: |          | 6749/? [42:00<00:00,  2.68it/s]\nEpoch 0: |          | 6749/? [42:00<00:00,  2.68it/s]\nEpoch 0: |          | 6750/? [42:00<00:00,  2.68it/s]\nEpoch 0: |          | 6750/? [42:00<00:00,  2.68it/s]\nEpoch 0: |          | 6751/? [42:01<00:00,  2.68it/s]\nEpoch 0: |          | 6751/? [42:01<00:00,  2.68it/s]\nEpoch 0: |          | 6752/? [42:01<00:00,  2.68it/s]\nEpoch 0: |          | 6752/? [42:01<00:00,  2.68it/s]\nEpoch 0: |          | 6753/? [42:01<00:00,  2.68it/s]\nEpoch 0: |          | 6753/? [42:01<00:00,  2.68it/s]\nEpoch 0: |          | 6754/? [42:02<00:00,  2.68it/s]\nEpoch 0: |          | 6754/? [42:02<00:00,  2.68it/s]\nEpoch 0: |          | 6755/? [42:02<00:00,  2.68it/s]\nEpoch 0: |          | 6755/? [42:02<00:00,  2.68it/s]\nEpoch 0: |          | 6756/? [42:02<00:00,  2.68it/s]\nEpoch 0: |          | 6756/? [42:02<00:00,  2.68it/s]\nEpoch 0: |          | 6757/? [42:02<00:00,  2.68it/s]\nEpoch 0: |          | 6757/? [42:02<00:00,  2.68it/s]\nEpoch 0: |          | 6758/? [42:03<00:00,  2.68it/s]\nEpoch 0: |          | 6758/? [42:03<00:00,  2.68it/s]\nEpoch 0: |          | 6759/? [42:03<00:00,  2.68it/s]\nEpoch 0: |          | 6759/? [42:03<00:00,  2.68it/s]\nEpoch 0: |          | 6760/? [42:03<00:00,  2.68it/s]\nEpoch 0: |          | 6760/? [42:03<00:00,  2.68it/s]\nEpoch 0: |          | 6761/? [42:04<00:00,  2.68it/s]\nEpoch 0: |          | 6761/? [42:04<00:00,  2.68it/s]\nEpoch 0: |          | 6762/? [42:04<00:00,  2.68it/s]\nEpoch 0: |          | 6762/? [42:04<00:00,  2.68it/s]\nEpoch 0: |          | 6763/? [42:04<00:00,  2.68it/s]\nEpoch 0: |          | 6763/? [42:04<00:00,  2.68it/s]\nEpoch 0: |          | 6764/? [42:04<00:00,  2.68it/s]\nEpoch 0: |          | 6764/? [42:04<00:00,  2.68it/s]\nEpoch 0: |          | 6765/? [42:05<00:00,  2.68it/s]\nEpoch 0: |          | 6765/? [42:05<00:00,  2.68it/s]\nEpoch 0: |          | 6766/? [42:05<00:00,  2.68it/s]\nEpoch 0: |          | 6766/? [42:05<00:00,  2.68it/s]\nEpoch 0: |          | 6767/? [42:05<00:00,  2.68it/s]\nEpoch 0: |          | 6767/? [42:05<00:00,  2.68it/s]\nEpoch 0: |          | 6768/? [42:06<00:00,  2.68it/s]\nEpoch 0: |          | 6768/? [42:06<00:00,  2.68it/s]\nEpoch 0: |          | 6769/? [42:06<00:00,  2.68it/s]\nEpoch 0: |          | 6769/? [42:06<00:00,  2.68it/s]\nEpoch 0: |          | 6770/? [42:06<00:00,  2.68it/s]\nEpoch 0: |          | 6770/? [42:06<00:00,  2.68it/s]\nEpoch 0: |          | 6771/? [42:06<00:00,  2.68it/s]\nEpoch 0: |          | 6771/? [42:06<00:00,  2.68it/s]\nEpoch 0: |          | 6772/? [42:07<00:00,  2.68it/s]\nEpoch 0: |          | 6772/? [42:07<00:00,  2.68it/s]\nEpoch 0: |          | 6773/? [42:07<00:00,  2.68it/s]\nEpoch 0: |          | 6773/? [42:07<00:00,  2.68it/s]\nEpoch 0: |          | 6774/? [42:07<00:00,  2.68it/s]\nEpoch 0: |          | 6774/? [42:07<00:00,  2.68it/s]\nEpoch 0: |          | 6775/? [42:08<00:00,  2.68it/s]\nEpoch 0: |          | 6775/? [42:08<00:00,  2.68it/s]\nEpoch 0: |          | 6776/? [42:08<00:00,  2.68it/s]\nEpoch 0: |          | 6776/? [42:08<00:00,  2.68it/s]\nEpoch 0: |          | 6777/? [42:08<00:00,  2.68it/s]\nEpoch 0: |          | 6777/? [42:08<00:00,  2.68it/s]\nEpoch 0: |          | 6778/? [42:09<00:00,  2.68it/s]\nEpoch 0: |          | 6778/? [42:09<00:00,  2.68it/s]\nEpoch 0: |          | 6779/? [42:09<00:00,  2.68it/s]\nEpoch 0: |          | 6779/? [42:09<00:00,  2.68it/s]\nEpoch 0: |          | 6780/? [42:09<00:00,  2.68it/s]\nEpoch 0: |          | 6780/? [42:09<00:00,  2.68it/s]\nEpoch 0: |          | 6781/? [42:09<00:00,  2.68it/s]\nEpoch 0: |          | 6781/? [42:09<00:00,  2.68it/s]\nEpoch 0: |          | 6782/? [42:10<00:00,  2.68it/s]\nEpoch 0: |          | 6782/? [42:10<00:00,  2.68it/s]\nEpoch 0: |          | 6783/? [42:10<00:00,  2.68it/s]\nEpoch 0: |          | 6783/? [42:10<00:00,  2.68it/s]\nEpoch 0: |          | 6784/? [42:10<00:00,  2.68it/s]\nEpoch 0: |          | 6784/? [42:10<00:00,  2.68it/s]\nEpoch 0: |          | 6785/? [42:11<00:00,  2.68it/s]\nEpoch 0: |          | 6785/? [42:11<00:00,  2.68it/s]\nEpoch 0: |          | 6786/? [42:11<00:00,  2.68it/s]\nEpoch 0: |          | 6786/? [42:11<00:00,  2.68it/s]\nEpoch 0: |          | 6787/? [42:11<00:00,  2.68it/s]\nEpoch 0: |          | 6787/? [42:11<00:00,  2.68it/s]\nEpoch 0: |          | 6788/? [42:11<00:00,  2.68it/s]\nEpoch 0: |          | 6788/? [42:11<00:00,  2.68it/s]\nEpoch 0: |          | 6789/? [42:12<00:00,  2.68it/s]\nEpoch 0: |          | 6789/? [42:12<00:00,  2.68it/s]\nEpoch 0: |          | 6790/? [42:12<00:00,  2.68it/s]\nEpoch 0: |          | 6790/? [42:12<00:00,  2.68it/s]\nEpoch 0: |          | 6791/? [42:12<00:00,  2.68it/s]\nEpoch 0: |          | 6791/? [42:12<00:00,  2.68it/s]\nEpoch 0: |          | 6792/? [42:13<00:00,  2.68it/s]\nEpoch 0: |          | 6792/? [42:13<00:00,  2.68it/s]\nEpoch 0: |          | 6793/? [42:13<00:00,  2.68it/s]\nEpoch 0: |          | 6793/? [42:13<00:00,  2.68it/s]\nEpoch 0: |          | 6794/? [42:13<00:00,  2.68it/s]\nEpoch 0: |          | 6794/? [42:13<00:00,  2.68it/s]\nEpoch 0: |          | 6795/? [42:14<00:00,  2.68it/s]\nEpoch 0: |          | 6795/? [42:14<00:00,  2.68it/s]\nEpoch 0: |          | 6796/? [42:14<00:00,  2.68it/s]\nEpoch 0: |          | 6796/? [42:14<00:00,  2.68it/s]\nEpoch 0: |          | 6797/? [42:14<00:00,  2.68it/s]\nEpoch 0: |          | 6797/? [42:14<00:00,  2.68it/s]\nEpoch 0: |          | 6798/? [42:14<00:00,  2.68it/s]\nEpoch 0: |          | 6798/? [42:14<00:00,  2.68it/s]\nEpoch 0: |          | 6799/? [42:15<00:00,  2.68it/s]\nEpoch 0: |          | 6799/? [42:15<00:00,  2.68it/s]\nEpoch 0: |          | 6800/? [42:15<00:00,  2.68it/s]\nEpoch 0: |          | 6800/? [42:15<00:00,  2.68it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.68it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.25it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.26it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.51it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 6800/? [42:15<00:00,  2.68it/s]\nEpoch 0: |          | 6801/? [42:16<00:00,  2.68it/s]\nEpoch 0: |          | 6801/? [42:16<00:00,  2.68it/s]\nEpoch 0: |          | 6802/? [42:16<00:00,  2.68it/s]\nEpoch 0: |          | 6802/? [42:16<00:00,  2.68it/s]\nEpoch 0: |          | 6803/? [42:16<00:00,  2.68it/s]\nEpoch 0: |          | 6803/? [42:16<00:00,  2.68it/s]\nEpoch 0: |          | 6804/? [42:16<00:00,  2.68it/s]\nEpoch 0: |          | 6804/? [42:16<00:00,  2.68it/s]\nEpoch 0: |          | 6805/? [42:17<00:00,  2.68it/s]\nEpoch 0: |          | 6805/? [42:17<00:00,  2.68it/s]\nEpoch 0: |          | 6806/? [42:17<00:00,  2.68it/s]\nEpoch 0: |          | 6806/? [42:17<00:00,  2.68it/s]\nEpoch 0: |          | 6807/? [42:17<00:00,  2.68it/s]\nEpoch 0: |          | 6807/? [42:17<00:00,  2.68it/s]\nEpoch 0: |          | 6808/? [42:18<00:00,  2.68it/s]\nEpoch 0: |          | 6808/? [42:18<00:00,  2.68it/s]\nEpoch 0: |          | 6809/? [42:18<00:00,  2.68it/s]\nEpoch 0: |          | 6809/? [42:18<00:00,  2.68it/s]\nEpoch 0: |          | 6810/? [42:18<00:00,  2.68it/s]\nEpoch 0: |          | 6810/? [42:18<00:00,  2.68it/s]\nEpoch 0: |          | 6811/? [42:19<00:00,  2.68it/s]\nEpoch 0: |          | 6811/? [42:19<00:00,  2.68it/s]\nEpoch 0: |          | 6812/? [42:19<00:00,  2.68it/s]\nEpoch 0: |          | 6812/? [42:19<00:00,  2.68it/s]\nEpoch 0: |          | 6813/? [42:19<00:00,  2.68it/s]\nEpoch 0: |          | 6813/? [42:19<00:00,  2.68it/s]\nEpoch 0: |          | 6814/? [42:19<00:00,  2.68it/s]\nEpoch 0: |          | 6814/? [42:19<00:00,  2.68it/s]\nEpoch 0: |          | 6815/? [42:20<00:00,  2.68it/s]\nEpoch 0: |          | 6815/? [42:20<00:00,  2.68it/s]\nEpoch 0: |          | 6816/? [42:20<00:00,  2.68it/s]\nEpoch 0: |          | 6816/? [42:20<00:00,  2.68it/s]\nEpoch 0: |          | 6817/? [42:20<00:00,  2.68it/s]\nEpoch 0: |          | 6817/? [42:20<00:00,  2.68it/s]\nEpoch 0: |          | 6818/? [42:21<00:00,  2.68it/s]\nEpoch 0: |          | 6818/? [42:21<00:00,  2.68it/s]\nEpoch 0: |          | 6819/? [42:21<00:00,  2.68it/s]\nEpoch 0: |          | 6819/? [42:21<00:00,  2.68it/s]\nEpoch 0: |          | 6820/? [42:21<00:00,  2.68it/s]\nEpoch 0: |          | 6820/? [42:21<00:00,  2.68it/s]\nEpoch 0: |          | 6821/? [42:21<00:00,  2.68it/s]\nEpoch 0: |          | 6821/? [42:21<00:00,  2.68it/s]\nEpoch 0: |          | 6822/? [42:22<00:00,  2.68it/s]\nEpoch 0: |          | 6822/? [42:22<00:00,  2.68it/s]\nEpoch 0: |          | 6823/? [42:22<00:00,  2.68it/s]\nEpoch 0: |          | 6823/? [42:22<00:00,  2.68it/s]\nEpoch 0: |          | 6824/? [42:22<00:00,  2.68it/s]\nEpoch 0: |          | 6824/? [42:22<00:00,  2.68it/s]\nEpoch 0: |          | 6825/? [42:23<00:00,  2.68it/s]\nEpoch 0: |          | 6825/? [42:23<00:00,  2.68it/s]\nEpoch 0: |          | 6826/? [42:23<00:00,  2.68it/s]\nEpoch 0: |          | 6826/? [42:23<00:00,  2.68it/s]\nEpoch 0: |          | 6827/? [42:23<00:00,  2.68it/s]\nEpoch 0: |          | 6827/? [42:23<00:00,  2.68it/s]\nEpoch 0: |          | 6828/? [42:23<00:00,  2.68it/s]\nEpoch 0: |          | 6828/? [42:23<00:00,  2.68it/s]\nEpoch 0: |          | 6829/? [42:24<00:00,  2.68it/s]\nEpoch 0: |          | 6829/? [42:24<00:00,  2.68it/s]\nEpoch 0: |          | 6830/? [42:24<00:00,  2.68it/s]\nEpoch 0: |          | 6830/? [42:24<00:00,  2.68it/s]\nEpoch 0: |          | 6831/? [42:24<00:00,  2.68it/s]\nEpoch 0: |          | 6831/? [42:24<00:00,  2.68it/s]\nEpoch 0: |          | 6832/? [42:25<00:00,  2.68it/s]\nEpoch 0: |          | 6832/? [42:25<00:00,  2.68it/s]\nEpoch 0: |          | 6833/? [42:25<00:00,  2.68it/s]\nEpoch 0: |          | 6833/? [42:25<00:00,  2.68it/s]\nEpoch 0: |          | 6834/? [42:25<00:00,  2.68it/s]\nEpoch 0: |          | 6834/? [42:25<00:00,  2.68it/s]\nEpoch 0: |          | 6835/? [42:25<00:00,  2.68it/s]\nEpoch 0: |          | 6835/? [42:25<00:00,  2.68it/s]\nEpoch 0: |          | 6836/? [42:26<00:00,  2.68it/s]\nEpoch 0: |          | 6836/? [42:26<00:00,  2.68it/s]\nEpoch 0: |          | 6837/? [42:26<00:00,  2.68it/s]\nEpoch 0: |          | 6837/? [42:26<00:00,  2.68it/s]\nEpoch 0: |          | 6838/? [42:26<00:00,  2.68it/s]\nEpoch 0: |          | 6838/? [42:26<00:00,  2.68it/s]\nEpoch 0: |          | 6839/? [42:27<00:00,  2.68it/s]\nEpoch 0: |          | 6839/? [42:27<00:00,  2.68it/s]\nEpoch 0: |          | 6840/? [42:27<00:00,  2.69it/s]\nEpoch 0: |          | 6840/? [42:27<00:00,  2.69it/s]\nEpoch 0: |          | 6841/? [42:27<00:00,  2.69it/s]\nEpoch 0: |          | 6841/? [42:27<00:00,  2.69it/s]\nEpoch 0: |          | 6842/? [42:28<00:00,  2.69it/s]\nEpoch 0: |          | 6842/? [42:28<00:00,  2.69it/s]\nEpoch 0: |          | 6843/? [42:28<00:00,  2.69it/s]\nEpoch 0: |          | 6843/? [42:28<00:00,  2.69it/s]\nEpoch 0: |          | 6844/? [42:28<00:00,  2.69it/s]\nEpoch 0: |          | 6844/? [42:28<00:00,  2.69it/s]\nEpoch 0: |          | 6845/? [42:28<00:00,  2.69it/s]\nEpoch 0: |          | 6845/? [42:28<00:00,  2.69it/s]\nEpoch 0: |          | 6846/? [42:29<00:00,  2.69it/s]\nEpoch 0: |          | 6846/? [42:29<00:00,  2.69it/s]\nEpoch 0: |          | 6847/? [42:29<00:00,  2.69it/s]\nEpoch 0: |          | 6847/? [42:29<00:00,  2.69it/s]\nEpoch 0: |          | 6848/? [42:29<00:00,  2.69it/s]\nEpoch 0: |          | 6848/? [42:29<00:00,  2.69it/s]\nEpoch 0: |          | 6849/? [42:30<00:00,  2.69it/s]\nEpoch 0: |          | 6849/? [42:30<00:00,  2.69it/s]\nEpoch 0: |          | 6850/? [42:30<00:00,  2.69it/s]\nEpoch 0: |          | 6850/? [42:30<00:00,  2.69it/s]\nEpoch 0: |          | 6851/? [42:30<00:00,  2.69it/s]\nEpoch 0: |          | 6851/? [42:30<00:00,  2.69it/s]\nEpoch 0: |          | 6852/? [42:30<00:00,  2.69it/s]\nEpoch 0: |          | 6852/? [42:30<00:00,  2.69it/s]\nEpoch 0: |          | 6853/? [42:31<00:00,  2.69it/s]\nEpoch 0: |          | 6853/? [42:31<00:00,  2.69it/s]\nEpoch 0: |          | 6854/? [42:31<00:00,  2.69it/s]\nEpoch 0: |          | 6854/? [42:31<00:00,  2.69it/s]\nEpoch 0: |          | 6855/? [42:31<00:00,  2.69it/s]\nEpoch 0: |          | 6855/? [42:31<00:00,  2.69it/s]\nEpoch 0: |          | 6856/? [42:32<00:00,  2.69it/s]\nEpoch 0: |          | 6856/? [42:32<00:00,  2.69it/s]\nEpoch 0: |          | 6857/? [42:32<00:00,  2.69it/s]\nEpoch 0: |          | 6857/? [42:32<00:00,  2.69it/s]\nEpoch 0: |          | 6858/? [42:32<00:00,  2.69it/s]\nEpoch 0: |          | 6858/? [42:32<00:00,  2.69it/s]\nEpoch 0: |          | 6859/? [42:33<00:00,  2.69it/s]\nEpoch 0: |          | 6859/? [42:33<00:00,  2.69it/s]\nEpoch 0: |          | 6860/? [42:33<00:00,  2.69it/s]\nEpoch 0: |          | 6860/? [42:33<00:00,  2.69it/s]\nEpoch 0: |          | 6861/? [42:33<00:00,  2.69it/s]\nEpoch 0: |          | 6861/? [42:33<00:00,  2.69it/s]\nEpoch 0: |          | 6862/? [42:33<00:00,  2.69it/s]\nEpoch 0: |          | 6862/? [42:33<00:00,  2.69it/s]\nEpoch 0: |          | 6863/? [42:34<00:00,  2.69it/s]\nEpoch 0: |          | 6863/? [42:34<00:00,  2.69it/s]\nEpoch 0: |          | 6864/? [42:34<00:00,  2.69it/s]\nEpoch 0: |          | 6864/? [42:34<00:00,  2.69it/s]\nEpoch 0: |          | 6865/? [42:34<00:00,  2.69it/s]\nEpoch 0: |          | 6865/? [42:34<00:00,  2.69it/s]\nEpoch 0: |          | 6866/? [42:35<00:00,  2.69it/s]\nEpoch 0: |          | 6866/? [42:35<00:00,  2.69it/s]\nEpoch 0: |          | 6867/? [42:35<00:00,  2.69it/s]\nEpoch 0: |          | 6867/? [42:35<00:00,  2.69it/s]\nEpoch 0: |          | 6868/? [42:35<00:00,  2.69it/s]\nEpoch 0: |          | 6868/? [42:35<00:00,  2.69it/s]\nEpoch 0: |          | 6869/? [42:35<00:00,  2.69it/s]\nEpoch 0: |          | 6869/? [42:35<00:00,  2.69it/s]\nEpoch 0: |          | 6870/? [42:36<00:00,  2.69it/s]\nEpoch 0: |          | 6870/? [42:36<00:00,  2.69it/s]\nEpoch 0: |          | 6871/? [42:36<00:00,  2.69it/s]\nEpoch 0: |          | 6871/? [42:36<00:00,  2.69it/s]\nEpoch 0: |          | 6872/? [42:36<00:00,  2.69it/s]\nEpoch 0: |          | 6872/? [42:36<00:00,  2.69it/s]\nEpoch 0: |          | 6873/? [42:37<00:00,  2.69it/s]\nEpoch 0: |          | 6873/? [42:37<00:00,  2.69it/s]\nEpoch 0: |          | 6874/? [42:37<00:00,  2.69it/s]\nEpoch 0: |          | 6874/? [42:37<00:00,  2.69it/s]\nEpoch 0: |          | 6875/? [42:37<00:00,  2.69it/s]\nEpoch 0: |          | 6875/? [42:37<00:00,  2.69it/s]\nEpoch 0: |          | 6876/? [42:37<00:00,  2.69it/s]\nEpoch 0: |          | 6876/? [42:37<00:00,  2.69it/s]\nEpoch 0: |          | 6877/? [42:38<00:00,  2.69it/s]\nEpoch 0: |          | 6877/? [42:38<00:00,  2.69it/s]\nEpoch 0: |          | 6878/? [42:38<00:00,  2.69it/s]\nEpoch 0: |          | 6878/? [42:38<00:00,  2.69it/s]\nEpoch 0: |          | 6879/? [42:38<00:00,  2.69it/s]\nEpoch 0: |          | 6879/? [42:38<00:00,  2.69it/s]\nEpoch 0: |          | 6880/? [42:39<00:00,  2.69it/s]\nEpoch 0: |          | 6880/? [42:39<00:00,  2.69it/s]\nEpoch 0: |          | 6881/? [42:39<00:00,  2.69it/s]\nEpoch 0: |          | 6881/? [42:39<00:00,  2.69it/s]\nEpoch 0: |          | 6882/? [42:39<00:00,  2.69it/s]\nEpoch 0: |          | 6882/? [42:39<00:00,  2.69it/s]\nEpoch 0: |          | 6883/? [42:40<00:00,  2.69it/s]\nEpoch 0: |          | 6883/? [42:40<00:00,  2.69it/s]\nEpoch 0: |          | 6884/? [42:40<00:00,  2.69it/s]\nEpoch 0: |          | 6884/? [42:40<00:00,  2.69it/s]\nEpoch 0: |          | 6885/? [42:40<00:00,  2.69it/s]\nEpoch 0: |          | 6885/? [42:40<00:00,  2.69it/s]\nEpoch 0: |          | 6886/? [42:40<00:00,  2.69it/s]\nEpoch 0: |          | 6886/? [42:40<00:00,  2.69it/s]\nEpoch 0: |          | 6887/? [42:41<00:00,  2.69it/s]\nEpoch 0: |          | 6887/? [42:41<00:00,  2.69it/s]\nEpoch 0: |          | 6888/? [42:41<00:00,  2.69it/s]\nEpoch 0: |          | 6888/? [42:41<00:00,  2.69it/s]\nEpoch 0: |          | 6889/? [42:41<00:00,  2.69it/s]\nEpoch 0: |          | 6889/? [42:41<00:00,  2.69it/s]\nEpoch 0: |          | 6890/? [42:42<00:00,  2.69it/s]\nEpoch 0: |          | 6890/? [42:42<00:00,  2.69it/s]\nEpoch 0: |          | 6891/? [42:42<00:00,  2.69it/s]\nEpoch 0: |          | 6891/? [42:42<00:00,  2.69it/s]\nEpoch 0: |          | 6892/? [42:42<00:00,  2.69it/s]\nEpoch 0: |          | 6892/? [42:42<00:00,  2.69it/s]\nEpoch 0: |          | 6893/? [42:42<00:00,  2.69it/s]\nEpoch 0: |          | 6893/? [42:42<00:00,  2.69it/s]\nEpoch 0: |          | 6894/? [42:43<00:00,  2.69it/s]\nEpoch 0: |          | 6894/? [42:43<00:00,  2.69it/s]\nEpoch 0: |          | 6895/? [42:43<00:00,  2.69it/s]\nEpoch 0: |          | 6895/? [42:43<00:00,  2.69it/s]\nEpoch 0: |          | 6896/? [42:43<00:00,  2.69it/s]\nEpoch 0: |          | 6896/? [42:43<00:00,  2.69it/s]\nEpoch 0: |          | 6897/? [42:44<00:00,  2.69it/s]\nEpoch 0: |          | 6897/? [42:44<00:00,  2.69it/s]\nEpoch 0: |          | 6898/? [42:44<00:00,  2.69it/s]\nEpoch 0: |          | 6898/? [42:44<00:00,  2.69it/s]\nEpoch 0: |          | 6899/? [42:44<00:00,  2.69it/s]\nEpoch 0: |          | 6899/? [42:44<00:00,  2.69it/s]\nEpoch 0: |          | 6900/? [42:45<00:00,  2.69it/s]\nEpoch 0: |          | 6900/? [42:45<00:00,  2.69it/s]\nEpoch 0: |          | 6901/? [42:45<00:00,  2.69it/s]\nEpoch 0: |          | 6901/? [42:45<00:00,  2.69it/s]\nEpoch 0: |          | 6902/? [42:45<00:00,  2.69it/s]\nEpoch 0: |          | 6902/? [42:45<00:00,  2.69it/s]\nEpoch 0: |          | 6903/? [42:45<00:00,  2.69it/s]\nEpoch 0: |          | 6903/? [42:45<00:00,  2.69it/s]\nEpoch 0: |          | 6904/? [42:46<00:00,  2.69it/s]\nEpoch 0: |          | 6904/? [42:46<00:00,  2.69it/s]\nEpoch 0: |          | 6905/? [42:46<00:00,  2.69it/s]\nEpoch 0: |          | 6905/? [42:46<00:00,  2.69it/s]\nEpoch 0: |          | 6906/? [42:46<00:00,  2.69it/s]\nEpoch 0: |          | 6906/? [42:46<00:00,  2.69it/s]\nEpoch 0: |          | 6907/? [42:47<00:00,  2.69it/s]\nEpoch 0: |          | 6907/? [42:47<00:00,  2.69it/s]\nEpoch 0: |          | 6908/? [42:47<00:00,  2.69it/s]\nEpoch 0: |          | 6908/? [42:47<00:00,  2.69it/s]\nEpoch 0: |          | 6909/? [42:47<00:00,  2.69it/s]\nEpoch 0: |          | 6909/? [42:47<00:00,  2.69it/s]\nEpoch 0: |          | 6910/? [42:47<00:00,  2.69it/s]\nEpoch 0: |          | 6910/? [42:47<00:00,  2.69it/s]\nEpoch 0: |          | 6911/? [42:48<00:00,  2.69it/s]\nEpoch 0: |          | 6911/? [42:48<00:00,  2.69it/s]\nEpoch 0: |          | 6912/? [42:48<00:00,  2.69it/s]\nEpoch 0: |          | 6912/? [42:48<00:00,  2.69it/s]\nEpoch 0: |          | 6913/? [42:48<00:00,  2.69it/s]\nEpoch 0: |          | 6913/? [42:48<00:00,  2.69it/s]\nEpoch 0: |          | 6914/? [42:49<00:00,  2.69it/s]\nEpoch 0: |          | 6914/? [42:49<00:00,  2.69it/s]\nEpoch 0: |          | 6915/? [42:49<00:00,  2.69it/s]\nEpoch 0: |          | 6915/? [42:49<00:00,  2.69it/s]\nEpoch 0: |          | 6916/? [42:49<00:00,  2.69it/s]\nEpoch 0: |          | 6916/? [42:49<00:00,  2.69it/s]\nEpoch 0: |          | 6917/? [42:49<00:00,  2.69it/s]\nEpoch 0: |          | 6917/? [42:49<00:00,  2.69it/s]\nEpoch 0: |          | 6918/? [42:50<00:00,  2.69it/s]\nEpoch 0: |          | 6918/? [42:50<00:00,  2.69it/s]\nEpoch 0: |          | 6919/? [42:50<00:00,  2.69it/s]\nEpoch 0: |          | 6919/? [42:50<00:00,  2.69it/s]\nEpoch 0: |          | 6920/? [42:50<00:00,  2.69it/s]\nEpoch 0: |          | 6920/? [42:50<00:00,  2.69it/s]\nEpoch 0: |          | 6921/? [42:51<00:00,  2.69it/s]\nEpoch 0: |          | 6921/? [42:51<00:00,  2.69it/s]\nEpoch 0: |          | 6922/? [42:51<00:00,  2.69it/s]\nEpoch 0: |          | 6922/? [42:51<00:00,  2.69it/s]\nEpoch 0: |          | 6923/? [42:51<00:00,  2.69it/s]\nEpoch 0: |          | 6923/? [42:51<00:00,  2.69it/s]\nEpoch 0: |          | 6924/? [42:52<00:00,  2.69it/s]\nEpoch 0: |          | 6924/? [42:52<00:00,  2.69it/s]\nEpoch 0: |          | 6925/? [42:52<00:00,  2.69it/s]\nEpoch 0: |          | 6925/? [42:52<00:00,  2.69it/s]\nEpoch 0: |          | 6926/? [42:52<00:00,  2.69it/s]\nEpoch 0: |          | 6926/? [42:52<00:00,  2.69it/s]\nEpoch 0: |          | 6927/? [42:52<00:00,  2.69it/s]\nEpoch 0: |          | 6927/? [42:52<00:00,  2.69it/s]\nEpoch 0: |          | 6928/? [42:53<00:00,  2.69it/s]\nEpoch 0: |          | 6928/? [42:53<00:00,  2.69it/s]\nEpoch 0: |          | 6929/? [42:53<00:00,  2.69it/s]\nEpoch 0: |          | 6929/? [42:53<00:00,  2.69it/s]\nEpoch 0: |          | 6930/? [42:53<00:00,  2.69it/s]\nEpoch 0: |          | 6930/? [42:53<00:00,  2.69it/s]\nEpoch 0: |          | 6931/? [42:54<00:00,  2.69it/s]\nEpoch 0: |          | 6931/? [42:54<00:00,  2.69it/s]\nEpoch 0: |          | 6932/? [42:54<00:00,  2.69it/s]\nEpoch 0: |          | 6932/? [42:54<00:00,  2.69it/s]\nEpoch 0: |          | 6933/? [42:54<00:00,  2.69it/s]\nEpoch 0: |          | 6933/? [42:54<00:00,  2.69it/s]\nEpoch 0: |          | 6934/? [42:54<00:00,  2.69it/s]\nEpoch 0: |          | 6934/? [42:54<00:00,  2.69it/s]\nEpoch 0: |          | 6935/? [42:55<00:00,  2.69it/s]\nEpoch 0: |          | 6935/? [42:55<00:00,  2.69it/s]\nEpoch 0: |          | 6936/? [42:55<00:00,  2.69it/s]\nEpoch 0: |          | 6936/? [42:55<00:00,  2.69it/s]\nEpoch 0: |          | 6937/? [42:55<00:00,  2.69it/s]\nEpoch 0: |          | 6937/? [42:55<00:00,  2.69it/s]\nEpoch 0: |          | 6938/? [42:56<00:00,  2.69it/s]\nEpoch 0: |          | 6938/? [42:56<00:00,  2.69it/s]\nEpoch 0: |          | 6939/? [42:56<00:00,  2.69it/s]\nEpoch 0: |          | 6939/? [42:56<00:00,  2.69it/s]\nEpoch 0: |          | 6940/? [42:56<00:00,  2.69it/s]\nEpoch 0: |          | 6940/? [42:56<00:00,  2.69it/s]\nEpoch 0: |          | 6941/? [42:56<00:00,  2.69it/s]\nEpoch 0: |          | 6941/? [42:56<00:00,  2.69it/s]\nEpoch 0: |          | 6942/? [42:57<00:00,  2.69it/s]\nEpoch 0: |          | 6942/? [42:57<00:00,  2.69it/s]\nEpoch 0: |          | 6943/? [42:57<00:00,  2.69it/s]\nEpoch 0: |          | 6943/? [42:57<00:00,  2.69it/s]\nEpoch 0: |          | 6944/? [42:57<00:00,  2.69it/s]\nEpoch 0: |          | 6944/? [42:57<00:00,  2.69it/s]\nEpoch 0: |          | 6945/? [42:58<00:00,  2.69it/s]\nEpoch 0: |          | 6945/? [42:58<00:00,  2.69it/s]\nEpoch 0: |          | 6946/? [42:58<00:00,  2.69it/s]\nEpoch 0: |          | 6946/? [42:58<00:00,  2.69it/s]\nEpoch 0: |          | 6947/? [42:58<00:00,  2.69it/s]\nEpoch 0: |          | 6947/? [42:58<00:00,  2.69it/s]\nEpoch 0: |          | 6948/? [42:58<00:00,  2.69it/s]\nEpoch 0: |          | 6948/? [42:58<00:00,  2.69it/s]\nEpoch 0: |          | 6949/? [42:59<00:00,  2.69it/s]\nEpoch 0: |          | 6949/? [42:59<00:00,  2.69it/s]\nEpoch 0: |          | 6950/? [42:59<00:00,  2.69it/s]\nEpoch 0: |          | 6950/? [42:59<00:00,  2.69it/s]\nEpoch 0: |          | 6951/? [42:59<00:00,  2.69it/s]\nEpoch 0: |          | 6951/? [42:59<00:00,  2.69it/s]\nEpoch 0: |          | 6952/? [43:00<00:00,  2.69it/s]\nEpoch 0: |          | 6952/? [43:00<00:00,  2.69it/s]\nEpoch 0: |          | 6953/? [43:00<00:00,  2.69it/s]\nEpoch 0: |          | 6953/? [43:00<00:00,  2.69it/s]\nEpoch 0: |          | 6954/? [43:00<00:00,  2.69it/s]\nEpoch 0: |          | 6954/? [43:00<00:00,  2.69it/s]\nEpoch 0: |          | 6955/? [43:01<00:00,  2.69it/s]\nEpoch 0: |          | 6955/? [43:01<00:00,  2.69it/s]\nEpoch 0: |          | 6956/? [43:01<00:00,  2.69it/s]\nEpoch 0: |          | 6956/? [43:01<00:00,  2.69it/s]\nEpoch 0: |          | 6957/? [43:01<00:00,  2.69it/s]\nEpoch 0: |          | 6957/? [43:01<00:00,  2.69it/s]\nEpoch 0: |          | 6958/? [43:01<00:00,  2.69it/s]\nEpoch 0: |          | 6958/? [43:01<00:00,  2.69it/s]\nEpoch 0: |          | 6959/? [43:02<00:00,  2.69it/s]\nEpoch 0: |          | 6959/? [43:02<00:00,  2.69it/s]\nEpoch 0: |          | 6960/? [43:02<00:00,  2.70it/s]\nEpoch 0: |          | 6960/? [43:02<00:00,  2.70it/s]\nEpoch 0: |          | 6961/? [43:02<00:00,  2.70it/s]\nEpoch 0: |          | 6961/? [43:02<00:00,  2.70it/s]\nEpoch 0: |          | 6962/? [43:03<00:00,  2.70it/s]\nEpoch 0: |          | 6962/? [43:03<00:00,  2.70it/s]\nEpoch 0: |          | 6963/? [43:03<00:00,  2.70it/s]\nEpoch 0: |          | 6963/? [43:03<00:00,  2.70it/s]\nEpoch 0: |          | 6964/? [43:03<00:00,  2.70it/s]\nEpoch 0: |          | 6964/? [43:03<00:00,  2.70it/s]\nEpoch 0: |          | 6965/? [43:03<00:00,  2.70it/s]\nEpoch 0: |          | 6965/? [43:03<00:00,  2.70it/s]\nEpoch 0: |          | 6966/? [43:04<00:00,  2.70it/s]\nEpoch 0: |          | 6966/? [43:04<00:00,  2.70it/s]\nEpoch 0: |          | 6967/? [43:04<00:00,  2.70it/s]\nEpoch 0: |          | 6967/? [43:04<00:00,  2.70it/s]\nEpoch 0: |          | 6968/? [43:04<00:00,  2.70it/s]\nEpoch 0: |          | 6968/? [43:04<00:00,  2.70it/s]\nEpoch 0: |          | 6969/? [43:05<00:00,  2.70it/s]\nEpoch 0: |          | 6969/? [43:05<00:00,  2.70it/s]\nEpoch 0: |          | 6970/? [43:05<00:00,  2.70it/s]\nEpoch 0: |          | 6970/? [43:05<00:00,  2.70it/s]\nEpoch 0: |          | 6971/? [43:05<00:00,  2.70it/s]\nEpoch 0: |          | 6971/? [43:05<00:00,  2.70it/s]\nEpoch 0: |          | 6972/? [43:06<00:00,  2.70it/s]\nEpoch 0: |          | 6972/? [43:06<00:00,  2.70it/s]\nEpoch 0: |          | 6973/? [43:06<00:00,  2.70it/s]\nEpoch 0: |          | 6973/? [43:06<00:00,  2.70it/s]\nEpoch 0: |          | 6974/? [43:06<00:00,  2.70it/s]\nEpoch 0: |          | 6974/? [43:06<00:00,  2.70it/s]\nEpoch 0: |          | 6975/? [43:06<00:00,  2.70it/s]\nEpoch 0: |          | 6975/? [43:06<00:00,  2.70it/s]\nEpoch 0: |          | 6976/? [43:07<00:00,  2.70it/s]\nEpoch 0: |          | 6976/? [43:07<00:00,  2.70it/s]\nEpoch 0: |          | 6977/? [43:07<00:00,  2.70it/s]\nEpoch 0: |          | 6977/? [43:07<00:00,  2.70it/s]\nEpoch 0: |          | 6978/? [43:07<00:00,  2.70it/s]\nEpoch 0: |          | 6978/? [43:07<00:00,  2.70it/s]\nEpoch 0: |          | 6979/? [43:08<00:00,  2.70it/s]\nEpoch 0: |          | 6979/? [43:08<00:00,  2.70it/s]\nEpoch 0: |          | 6980/? [43:08<00:00,  2.70it/s]\nEpoch 0: |          | 6980/? [43:08<00:00,  2.70it/s]\nEpoch 0: |          | 6981/? [43:08<00:00,  2.70it/s]\nEpoch 0: |          | 6981/? [43:08<00:00,  2.70it/s]\nEpoch 0: |          | 6982/? [43:08<00:00,  2.70it/s]\nEpoch 0: |          | 6982/? [43:08<00:00,  2.70it/s]\nEpoch 0: |          | 6983/? [43:09<00:00,  2.70it/s]\nEpoch 0: |          | 6983/? [43:09<00:00,  2.70it/s]\nEpoch 0: |          | 6984/? [43:09<00:00,  2.70it/s]\nEpoch 0: |          | 6984/? [43:09<00:00,  2.70it/s]\nEpoch 0: |          | 6985/? [43:09<00:00,  2.70it/s]\nEpoch 0: |          | 6985/? [43:09<00:00,  2.70it/s]\nEpoch 0: |          | 6986/? [43:10<00:00,  2.70it/s]\nEpoch 0: |          | 6986/? [43:10<00:00,  2.70it/s]\nEpoch 0: |          | 6987/? [43:10<00:00,  2.70it/s]\nEpoch 0: |          | 6987/? [43:10<00:00,  2.70it/s]\nEpoch 0: |          | 6988/? [43:10<00:00,  2.70it/s]\nEpoch 0: |          | 6988/? [43:10<00:00,  2.70it/s]\nEpoch 0: |          | 6989/? [43:11<00:00,  2.70it/s]\nEpoch 0: |          | 6989/? [43:11<00:00,  2.70it/s]\nEpoch 0: |          | 6990/? [43:11<00:00,  2.70it/s]\nEpoch 0: |          | 6990/? [43:11<00:00,  2.70it/s]\nEpoch 0: |          | 6991/? [43:11<00:00,  2.70it/s]\nEpoch 0: |          | 6991/? [43:11<00:00,  2.70it/s]\nEpoch 0: |          | 6992/? [43:11<00:00,  2.70it/s]\nEpoch 0: |          | 6992/? [43:11<00:00,  2.70it/s]\nEpoch 0: |          | 6993/? [43:12<00:00,  2.70it/s]\nEpoch 0: |          | 6993/? [43:12<00:00,  2.70it/s]\nEpoch 0: |          | 6994/? [43:12<00:00,  2.70it/s]\nEpoch 0: |          | 6994/? [43:12<00:00,  2.70it/s]\nEpoch 0: |          | 6995/? [43:12<00:00,  2.70it/s]\nEpoch 0: |          | 6995/? [43:12<00:00,  2.70it/s]\nEpoch 0: |          | 6996/? [43:13<00:00,  2.70it/s]\nEpoch 0: |          | 6996/? [43:13<00:00,  2.70it/s]\nEpoch 0: |          | 6997/? [43:13<00:00,  2.70it/s]\nEpoch 0: |          | 6997/? [43:13<00:00,  2.70it/s]\nEpoch 0: |          | 6998/? [43:13<00:00,  2.70it/s]\nEpoch 0: |          | 6998/? [43:13<00:00,  2.70it/s]\nEpoch 0: |          | 6999/? [43:14<00:00,  2.70it/s]\nEpoch 0: |          | 6999/? [43:14<00:00,  2.70it/s]\nEpoch 0: |          | 7000/? [43:14<00:00,  2.70it/s]\nEpoch 0: |          | 7000/? [43:14<00:00,  2.70it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.98it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.86it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.64it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.52it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 7000/? [43:14<00:00,  2.70it/s]\nEpoch 0: |          | 7001/? [43:14<00:00,  2.70it/s]\nEpoch 0: |          | 7001/? [43:14<00:00,  2.70it/s]\nEpoch 0: |          | 7002/? [43:15<00:00,  2.70it/s]\nEpoch 0: |          | 7002/? [43:15<00:00,  2.70it/s]\nEpoch 0: |          | 7003/? [43:15<00:00,  2.70it/s]\nEpoch 0: |          | 7003/? [43:15<00:00,  2.70it/s]\nEpoch 0: |          | 7004/? [43:15<00:00,  2.70it/s]\nEpoch 0: |          | 7004/? [43:15<00:00,  2.70it/s]\nEpoch 0: |          | 7005/? [43:16<00:00,  2.70it/s]\nEpoch 0: |          | 7005/? [43:16<00:00,  2.70it/s]\nEpoch 0: |          | 7006/? [43:16<00:00,  2.70it/s]\nEpoch 0: |          | 7006/? [43:16<00:00,  2.70it/s]\nEpoch 0: |          | 7007/? [43:16<00:00,  2.70it/s]\nEpoch 0: |          | 7007/? [43:16<00:00,  2.70it/s]\nEpoch 0: |          | 7008/? [43:16<00:00,  2.70it/s]\nEpoch 0: |          | 7008/? [43:16<00:00,  2.70it/s]\nEpoch 0: |          | 7009/? [43:17<00:00,  2.70it/s]\nEpoch 0: |          | 7009/? [43:17<00:00,  2.70it/s]\nEpoch 0: |          | 7010/? [43:17<00:00,  2.70it/s]\nEpoch 0: |          | 7010/? [43:17<00:00,  2.70it/s]\nEpoch 0: |          | 7011/? [43:17<00:00,  2.70it/s]\nEpoch 0: |          | 7011/? [43:17<00:00,  2.70it/s]\nEpoch 0: |          | 7012/? [43:18<00:00,  2.70it/s]\nEpoch 0: |          | 7012/? [43:18<00:00,  2.70it/s]\nEpoch 0: |          | 7013/? [43:18<00:00,  2.70it/s]\nEpoch 0: |          | 7013/? [43:18<00:00,  2.70it/s]\nEpoch 0: |          | 7014/? [43:18<00:00,  2.70it/s]\nEpoch 0: |          | 7014/? [43:18<00:00,  2.70it/s]\nEpoch 0: |          | 7015/? [43:18<00:00,  2.70it/s]\nEpoch 0: |          | 7015/? [43:18<00:00,  2.70it/s]\nEpoch 0: |          | 7016/? [43:19<00:00,  2.70it/s]\nEpoch 0: |          | 7016/? [43:19<00:00,  2.70it/s]\nEpoch 0: |          | 7017/? [43:19<00:00,  2.70it/s]\nEpoch 0: |          | 7017/? [43:19<00:00,  2.70it/s]\nEpoch 0: |          | 7018/? [43:19<00:00,  2.70it/s]\nEpoch 0: |          | 7018/? [43:19<00:00,  2.70it/s]\nEpoch 0: |          | 7019/? [43:20<00:00,  2.70it/s]\nEpoch 0: |          | 7019/? [43:20<00:00,  2.70it/s]\nEpoch 0: |          | 7020/? [43:20<00:00,  2.70it/s]\nEpoch 0: |          | 7020/? [43:20<00:00,  2.70it/s]\nEpoch 0: |          | 7021/? [43:20<00:00,  2.70it/s]\nEpoch 0: |          | 7021/? [43:20<00:00,  2.70it/s]\nEpoch 0: |          | 7022/? [43:20<00:00,  2.70it/s]\nEpoch 0: |          | 7022/? [43:20<00:00,  2.70it/s]\nEpoch 0: |          | 7023/? [43:21<00:00,  2.70it/s]\nEpoch 0: |          | 7023/? [43:21<00:00,  2.70it/s]\nEpoch 0: |          | 7024/? [43:21<00:00,  2.70it/s]\nEpoch 0: |          | 7024/? [43:21<00:00,  2.70it/s]\nEpoch 0: |          | 7025/? [43:21<00:00,  2.70it/s]\nEpoch 0: |          | 7025/? [43:21<00:00,  2.70it/s]\nEpoch 0: |          | 7026/? [43:22<00:00,  2.70it/s]\nEpoch 0: |          | 7026/? [43:22<00:00,  2.70it/s]\nEpoch 0: |          | 7027/? [43:22<00:00,  2.70it/s]\nEpoch 0: |          | 7027/? [43:22<00:00,  2.70it/s]\nEpoch 0: |          | 7028/? [43:22<00:00,  2.70it/s]\nEpoch 0: |          | 7028/? [43:22<00:00,  2.70it/s]\nEpoch 0: |          | 7029/? [43:23<00:00,  2.70it/s]\nEpoch 0: |          | 7029/? [43:23<00:00,  2.70it/s]\nEpoch 0: |          | 7030/? [43:23<00:00,  2.70it/s]\nEpoch 0: |          | 7030/? [43:23<00:00,  2.70it/s]\nEpoch 0: |          | 7031/? [43:23<00:00,  2.70it/s]\nEpoch 0: |          | 7031/? [43:23<00:00,  2.70it/s]\nEpoch 0: |          | 7032/? [43:23<00:00,  2.70it/s]\nEpoch 0: |          | 7032/? [43:23<00:00,  2.70it/s]\nEpoch 0: |          | 7033/? [43:24<00:00,  2.70it/s]\nEpoch 0: |          | 7033/? [43:24<00:00,  2.70it/s]\nEpoch 0: |          | 7034/? [43:24<00:00,  2.70it/s]\nEpoch 0: |          | 7034/? [43:24<00:00,  2.70it/s]\nEpoch 0: |          | 7035/? [43:24<00:00,  2.70it/s]\nEpoch 0: |          | 7035/? [43:24<00:00,  2.70it/s]\nEpoch 0: |          | 7036/? [43:25<00:00,  2.70it/s]\nEpoch 0: |          | 7036/? [43:25<00:00,  2.70it/s]\nEpoch 0: |          | 7037/? [43:25<00:00,  2.70it/s]\nEpoch 0: |          | 7037/? [43:25<00:00,  2.70it/s]\nEpoch 0: |          | 7038/? [43:25<00:00,  2.70it/s]\nEpoch 0: |          | 7038/? [43:25<00:00,  2.70it/s]\nEpoch 0: |          | 7039/? [43:25<00:00,  2.70it/s]\nEpoch 0: |          | 7039/? [43:25<00:00,  2.70it/s]\nEpoch 0: |          | 7040/? [43:26<00:00,  2.70it/s]\nEpoch 0: |          | 7040/? [43:26<00:00,  2.70it/s]\nEpoch 0: |          | 7041/? [43:26<00:00,  2.70it/s]\nEpoch 0: |          | 7041/? [43:26<00:00,  2.70it/s]\nEpoch 0: |          | 7042/? [43:26<00:00,  2.70it/s]\nEpoch 0: |          | 7042/? [43:26<00:00,  2.70it/s]\nEpoch 0: |          | 7043/? [43:27<00:00,  2.70it/s]\nEpoch 0: |          | 7043/? [43:27<00:00,  2.70it/s]\nEpoch 0: |          | 7044/? [43:27<00:00,  2.70it/s]\nEpoch 0: |          | 7044/? [43:27<00:00,  2.70it/s]\nEpoch 0: |          | 7045/? [43:27<00:00,  2.70it/s]\nEpoch 0: |          | 7045/? [43:27<00:00,  2.70it/s]\nEpoch 0: |          | 7046/? [43:27<00:00,  2.70it/s]\nEpoch 0: |          | 7046/? [43:27<00:00,  2.70it/s]\nEpoch 0: |          | 7047/? [43:28<00:00,  2.70it/s]\nEpoch 0: |          | 7047/? [43:28<00:00,  2.70it/s]\nEpoch 0: |          | 7048/? [43:28<00:00,  2.70it/s]\nEpoch 0: |          | 7048/? [43:28<00:00,  2.70it/s]\nEpoch 0: |          | 7049/? [43:28<00:00,  2.70it/s]\nEpoch 0: |          | 7049/? [43:28<00:00,  2.70it/s]\nEpoch 0: |          | 7050/? [43:29<00:00,  2.70it/s]\nEpoch 0: |          | 7050/? [43:29<00:00,  2.70it/s]\nEpoch 0: |          | 7051/? [43:29<00:00,  2.70it/s]\nEpoch 0: |          | 7051/? [43:29<00:00,  2.70it/s]\nEpoch 0: |          | 7052/? [43:29<00:00,  2.70it/s]\nEpoch 0: |          | 7052/? [43:29<00:00,  2.70it/s]\nEpoch 0: |          | 7053/? [43:29<00:00,  2.70it/s]\nEpoch 0: |          | 7053/? [43:29<00:00,  2.70it/s]\nEpoch 0: |          | 7054/? [43:30<00:00,  2.70it/s]\nEpoch 0: |          | 7054/? [43:30<00:00,  2.70it/s]\nEpoch 0: |          | 7055/? [43:30<00:00,  2.70it/s]\nEpoch 0: |          | 7055/? [43:30<00:00,  2.70it/s]\nEpoch 0: |          | 7056/? [43:30<00:00,  2.70it/s]\nEpoch 0: |          | 7056/? [43:30<00:00,  2.70it/s]\nEpoch 0: |          | 7057/? [43:31<00:00,  2.70it/s]\nEpoch 0: |          | 7057/? [43:31<00:00,  2.70it/s]\nEpoch 0: |          | 7058/? [43:31<00:00,  2.70it/s]\nEpoch 0: |          | 7058/? [43:31<00:00,  2.70it/s]\nEpoch 0: |          | 7059/? [43:31<00:00,  2.70it/s]\nEpoch 0: |          | 7059/? [43:31<00:00,  2.70it/s]\nEpoch 0: |          | 7060/? [43:31<00:00,  2.70it/s]\nEpoch 0: |          | 7060/? [43:31<00:00,  2.70it/s]\nEpoch 0: |          | 7061/? [43:32<00:00,  2.70it/s]\nEpoch 0: |          | 7061/? [43:32<00:00,  2.70it/s]\nEpoch 0: |          | 7062/? [43:32<00:00,  2.70it/s]\nEpoch 0: |          | 7062/? [43:32<00:00,  2.70it/s]\nEpoch 0: |          | 7063/? [43:32<00:00,  2.70it/s]\nEpoch 0: |          | 7063/? [43:32<00:00,  2.70it/s]\nEpoch 0: |          | 7064/? [43:33<00:00,  2.70it/s]\nEpoch 0: |          | 7064/? [43:33<00:00,  2.70it/s]\nEpoch 0: |          | 7065/? [43:33<00:00,  2.70it/s]\nEpoch 0: |          | 7065/? [43:33<00:00,  2.70it/s]\nEpoch 0: |          | 7066/? [43:33<00:00,  2.70it/s]\nEpoch 0: |          | 7066/? [43:33<00:00,  2.70it/s]\nEpoch 0: |          | 7067/? [43:34<00:00,  2.70it/s]\nEpoch 0: |          | 7067/? [43:34<00:00,  2.70it/s]\nEpoch 0: |          | 7068/? [43:34<00:00,  2.70it/s]\nEpoch 0: |          | 7068/? [43:34<00:00,  2.70it/s]\nEpoch 0: |          | 7069/? [43:34<00:00,  2.70it/s]\nEpoch 0: |          | 7069/? [43:34<00:00,  2.70it/s]\nEpoch 0: |          | 7070/? [43:34<00:00,  2.70it/s]\nEpoch 0: |          | 7070/? [43:34<00:00,  2.70it/s]\nEpoch 0: |          | 7071/? [43:35<00:00,  2.70it/s]\nEpoch 0: |          | 7071/? [43:35<00:00,  2.70it/s]\nEpoch 0: |          | 7072/? [43:35<00:00,  2.70it/s]\nEpoch 0: |          | 7072/? [43:35<00:00,  2.70it/s]\nEpoch 0: |          | 7073/? [43:35<00:00,  2.70it/s]\nEpoch 0: |          | 7073/? [43:35<00:00,  2.70it/s]\nEpoch 0: |          | 7074/? [43:36<00:00,  2.70it/s]\nEpoch 0: |          | 7074/? [43:36<00:00,  2.70it/s]\nEpoch 0: |          | 7075/? [43:36<00:00,  2.70it/s]\nEpoch 0: |          | 7075/? [43:36<00:00,  2.70it/s]\nEpoch 0: |          | 7076/? [43:36<00:00,  2.70it/s]\nEpoch 0: |          | 7076/? [43:36<00:00,  2.70it/s]\nEpoch 0: |          | 7077/? [43:36<00:00,  2.70it/s]\nEpoch 0: |          | 7077/? [43:36<00:00,  2.70it/s]\nEpoch 0: |          | 7078/? [43:37<00:00,  2.70it/s]\nEpoch 0: |          | 7078/? [43:37<00:00,  2.70it/s]\nEpoch 0: |          | 7079/? [43:37<00:00,  2.70it/s]\nEpoch 0: |          | 7079/? [43:37<00:00,  2.70it/s]\nEpoch 0: |          | 7080/? [43:37<00:00,  2.70it/s]\nEpoch 0: |          | 7080/? [43:37<00:00,  2.70it/s]\nEpoch 0: |          | 7081/? [43:38<00:00,  2.70it/s]\nEpoch 0: |          | 7081/? [43:38<00:00,  2.70it/s]\nEpoch 0: |          | 7082/? [43:38<00:00,  2.70it/s]\nEpoch 0: |          | 7082/? [43:38<00:00,  2.70it/s]\nEpoch 0: |          | 7083/? [43:38<00:00,  2.70it/s]\nEpoch 0: |          | 7083/? [43:38<00:00,  2.70it/s]\nEpoch 0: |          | 7084/? [43:38<00:00,  2.70it/s]\nEpoch 0: |          | 7084/? [43:38<00:00,  2.70it/s]\nEpoch 0: |          | 7085/? [43:39<00:00,  2.70it/s]\nEpoch 0: |          | 7085/? [43:39<00:00,  2.70it/s]\nEpoch 0: |          | 7086/? [43:39<00:00,  2.71it/s]\nEpoch 0: |          | 7086/? [43:39<00:00,  2.71it/s]\nEpoch 0: |          | 7087/? [43:39<00:00,  2.71it/s]\nEpoch 0: |          | 7087/? [43:39<00:00,  2.71it/s]\nEpoch 0: |          | 7088/? [43:40<00:00,  2.71it/s]\nEpoch 0: |          | 7088/? [43:40<00:00,  2.71it/s]\nEpoch 0: |          | 7089/? [43:40<00:00,  2.71it/s]\nEpoch 0: |          | 7089/? [43:40<00:00,  2.71it/s]\nEpoch 0: |          | 7090/? [43:40<00:00,  2.71it/s]\nEpoch 0: |          | 7090/? [43:40<00:00,  2.71it/s]\nEpoch 0: |          | 7091/? [43:41<00:00,  2.71it/s]\nEpoch 0: |          | 7091/? [43:41<00:00,  2.71it/s]\nEpoch 0: |          | 7092/? [43:41<00:00,  2.71it/s]\nEpoch 0: |          | 7092/? [43:41<00:00,  2.71it/s]\nEpoch 0: |          | 7093/? [43:41<00:00,  2.71it/s]\nEpoch 0: |          | 7093/? [43:41<00:00,  2.71it/s]\nEpoch 0: |          | 7094/? [43:41<00:00,  2.71it/s]\nEpoch 0: |          | 7094/? [43:41<00:00,  2.71it/s]\nEpoch 0: |          | 7095/? [43:42<00:00,  2.71it/s]\nEpoch 0: |          | 7095/? [43:42<00:00,  2.71it/s]\nEpoch 0: |          | 7096/? [43:42<00:00,  2.71it/s]\nEpoch 0: |          | 7096/? [43:42<00:00,  2.71it/s]\nEpoch 0: |          | 7097/? [43:42<00:00,  2.71it/s]\nEpoch 0: |          | 7097/? [43:42<00:00,  2.71it/s]\nEpoch 0: |          | 7098/? [43:43<00:00,  2.71it/s]\nEpoch 0: |          | 7098/? [43:43<00:00,  2.71it/s]\nEpoch 0: |          | 7099/? [43:43<00:00,  2.71it/s]\nEpoch 0: |          | 7099/? [43:43<00:00,  2.71it/s]\nEpoch 0: |          | 7100/? [43:43<00:00,  2.71it/s]\nEpoch 0: |          | 7100/? [43:43<00:00,  2.71it/s]\nEpoch 0: |          | 7101/? [43:43<00:00,  2.71it/s]\nEpoch 0: |          | 7101/? [43:43<00:00,  2.71it/s]\nEpoch 0: |          | 7102/? [43:44<00:00,  2.71it/s]\nEpoch 0: |          | 7102/? [43:44<00:00,  2.71it/s]\nEpoch 0: |          | 7103/? [43:44<00:00,  2.71it/s]\nEpoch 0: |          | 7103/? [43:44<00:00,  2.71it/s]\nEpoch 0: |          | 7104/? [43:44<00:00,  2.71it/s]\nEpoch 0: |          | 7104/? [43:44<00:00,  2.71it/s]\nEpoch 0: |          | 7105/? [43:45<00:00,  2.71it/s]\nEpoch 0: |          | 7105/? [43:45<00:00,  2.71it/s]\nEpoch 0: |          | 7106/? [43:45<00:00,  2.71it/s]\nEpoch 0: |          | 7106/? [43:45<00:00,  2.71it/s]\nEpoch 0: |          | 7107/? [43:45<00:00,  2.71it/s]\nEpoch 0: |          | 7107/? [43:45<00:00,  2.71it/s]\nEpoch 0: |          | 7108/? [43:45<00:00,  2.71it/s]\nEpoch 0: |          | 7108/? [43:45<00:00,  2.71it/s]\nEpoch 0: |          | 7109/? [43:46<00:00,  2.71it/s]\nEpoch 0: |          | 7109/? [43:46<00:00,  2.71it/s]\nEpoch 0: |          | 7110/? [43:46<00:00,  2.71it/s]\nEpoch 0: |          | 7110/? [43:46<00:00,  2.71it/s]\nEpoch 0: |          | 7111/? [43:46<00:00,  2.71it/s]\nEpoch 0: |          | 7111/? [43:46<00:00,  2.71it/s]\nEpoch 0: |          | 7112/? [43:47<00:00,  2.71it/s]\nEpoch 0: |          | 7112/? [43:47<00:00,  2.71it/s]\nEpoch 0: |          | 7113/? [43:47<00:00,  2.71it/s]\nEpoch 0: |          | 7113/? [43:47<00:00,  2.71it/s]\nEpoch 0: |          | 7114/? [43:47<00:00,  2.71it/s]\nEpoch 0: |          | 7114/? [43:47<00:00,  2.71it/s]\nEpoch 0: |          | 7115/? [43:47<00:00,  2.71it/s]\nEpoch 0: |          | 7115/? [43:47<00:00,  2.71it/s]\nEpoch 0: |          | 7116/? [43:48<00:00,  2.71it/s]\nEpoch 0: |          | 7116/? [43:48<00:00,  2.71it/s]\nEpoch 0: |          | 7117/? [43:48<00:00,  2.71it/s]\nEpoch 0: |          | 7117/? [43:48<00:00,  2.71it/s]\nEpoch 0: |          | 7118/? [43:48<00:00,  2.71it/s]\nEpoch 0: |          | 7118/? [43:48<00:00,  2.71it/s]\nEpoch 0: |          | 7119/? [43:49<00:00,  2.71it/s]\nEpoch 0: |          | 7119/? [43:49<00:00,  2.71it/s]\nEpoch 0: |          | 7120/? [43:49<00:00,  2.71it/s]\nEpoch 0: |          | 7120/? [43:49<00:00,  2.71it/s]\nEpoch 0: |          | 7121/? [43:49<00:00,  2.71it/s]\nEpoch 0: |          | 7121/? [43:49<00:00,  2.71it/s]\nEpoch 0: |          | 7122/? [43:50<00:00,  2.71it/s]\nEpoch 0: |          | 7122/? [43:50<00:00,  2.71it/s]\nEpoch 0: |          | 7123/? [43:50<00:00,  2.71it/s]\nEpoch 0: |          | 7123/? [43:50<00:00,  2.71it/s]\nEpoch 0: |          | 7124/? [43:50<00:00,  2.71it/s]\nEpoch 0: |          | 7124/? [43:50<00:00,  2.71it/s]\nEpoch 0: |          | 7125/? [43:50<00:00,  2.71it/s]\nEpoch 0: |          | 7125/? [43:50<00:00,  2.71it/s]\nEpoch 0: |          | 7126/? [43:51<00:00,  2.71it/s]\nEpoch 0: |          | 7126/? [43:51<00:00,  2.71it/s]\nEpoch 0: |          | 7127/? [43:51<00:00,  2.71it/s]\nEpoch 0: |          | 7127/? [43:51<00:00,  2.71it/s]\nEpoch 0: |          | 7128/? [43:51<00:00,  2.71it/s]\nEpoch 0: |          | 7128/? [43:51<00:00,  2.71it/s]\nEpoch 0: |          | 7129/? [43:52<00:00,  2.71it/s]\nEpoch 0: |          | 7129/? [43:52<00:00,  2.71it/s]\nEpoch 0: |          | 7130/? [43:52<00:00,  2.71it/s]\nEpoch 0: |          | 7130/? [43:52<00:00,  2.71it/s]\nEpoch 0: |          | 7131/? [43:52<00:00,  2.71it/s]\nEpoch 0: |          | 7131/? [43:52<00:00,  2.71it/s]\nEpoch 0: |          | 7132/? [43:52<00:00,  2.71it/s]\nEpoch 0: |          | 7132/? [43:52<00:00,  2.71it/s]\nEpoch 0: |          | 7133/? [43:53<00:00,  2.71it/s]\nEpoch 0: |          | 7133/? [43:53<00:00,  2.71it/s]\nEpoch 0: |          | 7134/? [43:53<00:00,  2.71it/s]\nEpoch 0: |          | 7134/? [43:53<00:00,  2.71it/s]\nEpoch 0: |          | 7135/? [43:53<00:00,  2.71it/s]\nEpoch 0: |          | 7135/? [43:53<00:00,  2.71it/s]\nEpoch 0: |          | 7136/? [43:54<00:00,  2.71it/s]\nEpoch 0: |          | 7136/? [43:54<00:00,  2.71it/s]\nEpoch 0: |          | 7137/? [43:54<00:00,  2.71it/s]\nEpoch 0: |          | 7137/? [43:54<00:00,  2.71it/s]\nEpoch 0: |          | 7138/? [43:54<00:00,  2.71it/s]\nEpoch 0: |          | 7138/? [43:54<00:00,  2.71it/s]\nEpoch 0: |          | 7139/? [43:54<00:00,  2.71it/s]\nEpoch 0: |          | 7139/? [43:54<00:00,  2.71it/s]\nEpoch 0: |          | 7140/? [43:55<00:00,  2.71it/s]\nEpoch 0: |          | 7140/? [43:55<00:00,  2.71it/s]\nEpoch 0: |          | 7141/? [43:55<00:00,  2.71it/s]\nEpoch 0: |          | 7141/? [43:55<00:00,  2.71it/s]\nEpoch 0: |          | 7142/? [43:55<00:00,  2.71it/s]\nEpoch 0: |          | 7142/? [43:55<00:00,  2.71it/s]\nEpoch 0: |          | 7143/? [43:56<00:00,  2.71it/s]\nEpoch 0: |          | 7143/? [43:56<00:00,  2.71it/s]\nEpoch 0: |          | 7144/? [43:56<00:00,  2.71it/s]\nEpoch 0: |          | 7144/? [43:56<00:00,  2.71it/s]\nEpoch 0: |          | 7145/? [43:56<00:00,  2.71it/s]\nEpoch 0: |          | 7145/? [43:56<00:00,  2.71it/s]\nEpoch 0: |          | 7146/? [43:56<00:00,  2.71it/s]\nEpoch 0: |          | 7146/? [43:56<00:00,  2.71it/s]\nEpoch 0: |          | 7147/? [43:57<00:00,  2.71it/s]\nEpoch 0: |          | 7147/? [43:57<00:00,  2.71it/s]\nEpoch 0: |          | 7148/? [43:57<00:00,  2.71it/s]\nEpoch 0: |          | 7148/? [43:57<00:00,  2.71it/s]\nEpoch 0: |          | 7149/? [43:57<00:00,  2.71it/s]\nEpoch 0: |          | 7149/? [43:57<00:00,  2.71it/s]\nEpoch 0: |          | 7150/? [43:58<00:00,  2.71it/s]\nEpoch 0: |          | 7150/? [43:58<00:00,  2.71it/s]\nEpoch 0: |          | 7151/? [43:58<00:00,  2.71it/s]\nEpoch 0: |          | 7151/? [43:58<00:00,  2.71it/s]\nEpoch 0: |          | 7152/? [43:58<00:00,  2.71it/s]\nEpoch 0: |          | 7152/? [43:58<00:00,  2.71it/s]\nEpoch 0: |          | 7153/? [43:59<00:00,  2.71it/s]\nEpoch 0: |          | 7153/? [43:59<00:00,  2.71it/s]\nEpoch 0: |          | 7154/? [43:59<00:00,  2.71it/s]\nEpoch 0: |          | 7154/? [43:59<00:00,  2.71it/s]\nEpoch 0: |          | 7155/? [43:59<00:00,  2.71it/s]\nEpoch 0: |          | 7155/? [43:59<00:00,  2.71it/s]\nEpoch 0: |          | 7156/? [43:59<00:00,  2.71it/s]\nEpoch 0: |          | 7156/? [43:59<00:00,  2.71it/s]\nEpoch 0: |          | 7157/? [44:00<00:00,  2.71it/s]\nEpoch 0: |          | 7157/? [44:00<00:00,  2.71it/s]\nEpoch 0: |          | 7158/? [44:00<00:00,  2.71it/s]\nEpoch 0: |          | 7158/? [44:00<00:00,  2.71it/s]\nEpoch 0: |          | 7159/? [44:00<00:00,  2.71it/s]\nEpoch 0: |          | 7159/? [44:00<00:00,  2.71it/s]\nEpoch 0: |          | 7160/? [44:01<00:00,  2.71it/s]\nEpoch 0: |          | 7160/? [44:01<00:00,  2.71it/s]\nEpoch 0: |          | 7161/? [44:01<00:00,  2.71it/s]\nEpoch 0: |          | 7161/? [44:01<00:00,  2.71it/s]\nEpoch 0: |          | 7162/? [44:01<00:00,  2.71it/s]\nEpoch 0: |          | 7162/? [44:01<00:00,  2.71it/s]\nEpoch 0: |          | 7163/? [44:01<00:00,  2.71it/s]\nEpoch 0: |          | 7163/? [44:01<00:00,  2.71it/s]\nEpoch 0: |          | 7164/? [44:02<00:00,  2.71it/s]\nEpoch 0: |          | 7164/? [44:02<00:00,  2.71it/s]\nEpoch 0: |          | 7165/? [44:02<00:00,  2.71it/s]\nEpoch 0: |          | 7165/? [44:02<00:00,  2.71it/s]\nEpoch 0: |          | 7166/? [44:02<00:00,  2.71it/s]\nEpoch 0: |          | 7166/? [44:02<00:00,  2.71it/s]\nEpoch 0: |          | 7167/? [44:03<00:00,  2.71it/s]\nEpoch 0: |          | 7167/? [44:03<00:00,  2.71it/s]\nEpoch 0: |          | 7168/? [44:03<00:00,  2.71it/s]\nEpoch 0: |          | 7168/? [44:03<00:00,  2.71it/s]\nEpoch 0: |          | 7169/? [44:03<00:00,  2.71it/s]\nEpoch 0: |          | 7169/? [44:03<00:00,  2.71it/s]\nEpoch 0: |          | 7170/? [44:03<00:00,  2.71it/s]\nEpoch 0: |          | 7170/? [44:03<00:00,  2.71it/s]\nEpoch 0: |          | 7171/? [44:04<00:00,  2.71it/s]\nEpoch 0: |          | 7171/? [44:04<00:00,  2.71it/s]\nEpoch 0: |          | 7172/? [44:04<00:00,  2.71it/s]\nEpoch 0: |          | 7172/? [44:04<00:00,  2.71it/s]\nEpoch 0: |          | 7173/? [44:04<00:00,  2.71it/s]\nEpoch 0: |          | 7173/? [44:04<00:00,  2.71it/s]\nEpoch 0: |          | 7174/? [44:05<00:00,  2.71it/s]\nEpoch 0: |          | 7174/? [44:05<00:00,  2.71it/s]\nEpoch 0: |          | 7175/? [44:05<00:00,  2.71it/s]\nEpoch 0: |          | 7175/? [44:05<00:00,  2.71it/s]\nEpoch 0: |          | 7176/? [44:05<00:00,  2.71it/s]\nEpoch 0: |          | 7176/? [44:05<00:00,  2.71it/s]\nEpoch 0: |          | 7177/? [44:05<00:00,  2.71it/s]\nEpoch 0: |          | 7177/? [44:05<00:00,  2.71it/s]\nEpoch 0: |          | 7178/? [44:06<00:00,  2.71it/s]\nEpoch 0: |          | 7178/? [44:06<00:00,  2.71it/s]\nEpoch 0: |          | 7179/? [44:06<00:00,  2.71it/s]\nEpoch 0: |          | 7179/? [44:06<00:00,  2.71it/s]\nEpoch 0: |          | 7180/? [44:06<00:00,  2.71it/s]\nEpoch 0: |          | 7180/? [44:06<00:00,  2.71it/s]\nEpoch 0: |          | 7181/? [44:07<00:00,  2.71it/s]\nEpoch 0: |          | 7181/? [44:07<00:00,  2.71it/s]\nEpoch 0: |          | 7182/? [44:07<00:00,  2.71it/s]\nEpoch 0: |          | 7182/? [44:07<00:00,  2.71it/s]\nEpoch 0: |          | 7183/? [44:07<00:00,  2.71it/s]\nEpoch 0: |          | 7183/? [44:07<00:00,  2.71it/s]\nEpoch 0: |          | 7184/? [44:07<00:00,  2.71it/s]\nEpoch 0: |          | 7184/? [44:07<00:00,  2.71it/s]\nEpoch 0: |          | 7185/? [44:08<00:00,  2.71it/s]\nEpoch 0: |          | 7185/? [44:08<00:00,  2.71it/s]\nEpoch 0: |          | 7186/? [44:08<00:00,  2.71it/s]\nEpoch 0: |          | 7186/? [44:08<00:00,  2.71it/s]\nEpoch 0: |          | 7187/? [44:08<00:00,  2.71it/s]\nEpoch 0: |          | 7187/? [44:08<00:00,  2.71it/s]\nEpoch 0: |          | 7188/? [44:09<00:00,  2.71it/s]\nEpoch 0: |          | 7188/? [44:09<00:00,  2.71it/s]\nEpoch 0: |          | 7189/? [44:09<00:00,  2.71it/s]\nEpoch 0: |          | 7189/? [44:09<00:00,  2.71it/s]\nEpoch 0: |          | 7190/? [44:09<00:00,  2.71it/s]\nEpoch 0: |          | 7190/? [44:09<00:00,  2.71it/s]\nEpoch 0: |          | 7191/? [44:09<00:00,  2.71it/s]\nEpoch 0: |          | 7191/? [44:09<00:00,  2.71it/s]\nEpoch 0: |          | 7192/? [44:10<00:00,  2.71it/s]\nEpoch 0: |          | 7192/? [44:10<00:00,  2.71it/s]\nEpoch 0: |          | 7193/? [44:10<00:00,  2.71it/s]\nEpoch 0: |          | 7193/? [44:10<00:00,  2.71it/s]\nEpoch 0: |          | 7194/? [44:10<00:00,  2.71it/s]\nEpoch 0: |          | 7194/? [44:10<00:00,  2.71it/s]\nEpoch 0: |          | 7195/? [44:11<00:00,  2.71it/s]\nEpoch 0: |          | 7195/? [44:11<00:00,  2.71it/s]\nEpoch 0: |          | 7196/? [44:11<00:00,  2.71it/s]\nEpoch 0: |          | 7196/? [44:11<00:00,  2.71it/s]\nEpoch 0: |          | 7197/? [44:11<00:00,  2.71it/s]\nEpoch 0: |          | 7197/? [44:11<00:00,  2.71it/s]\nEpoch 0: |          | 7198/? [44:11<00:00,  2.71it/s]\nEpoch 0: |          | 7198/? [44:11<00:00,  2.71it/s]\nEpoch 0: |          | 7199/? [44:12<00:00,  2.71it/s]\nEpoch 0: |          | 7199/? [44:12<00:00,  2.71it/s]\nEpoch 0: |          | 7200/? [44:12<00:00,  2.71it/s]\nEpoch 0: |          | 7200/? [44:12<00:00,  2.71it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.30it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.14it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.67it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.85it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 7200/? [44:12<00:00,  2.71it/s]\nEpoch 0: |          | 7201/? [44:13<00:00,  2.71it/s]\nEpoch 0: |          | 7201/? [44:13<00:00,  2.71it/s]\nEpoch 0: |          | 7202/? [44:13<00:00,  2.71it/s]\nEpoch 0: |          | 7202/? [44:13<00:00,  2.71it/s]\nEpoch 0: |          | 7203/? [44:13<00:00,  2.71it/s]\nEpoch 0: |          | 7203/? [44:13<00:00,  2.71it/s]\nEpoch 0: |          | 7204/? [44:14<00:00,  2.71it/s]\nEpoch 0: |          | 7204/? [44:14<00:00,  2.71it/s]\nEpoch 0: |          | 7205/? [44:14<00:00,  2.71it/s]\nEpoch 0: |          | 7205/? [44:14<00:00,  2.71it/s]\nEpoch 0: |          | 7206/? [44:14<00:00,  2.71it/s]\nEpoch 0: |          | 7206/? [44:14<00:00,  2.71it/s]\nEpoch 0: |          | 7207/? [44:14<00:00,  2.71it/s]\nEpoch 0: |          | 7207/? [44:14<00:00,  2.71it/s]\nEpoch 0: |          | 7208/? [44:15<00:00,  2.71it/s]\nEpoch 0: |          | 7208/? [44:15<00:00,  2.71it/s]\nEpoch 0: |          | 7209/? [44:15<00:00,  2.71it/s]\nEpoch 0: |          | 7209/? [44:15<00:00,  2.71it/s]\nEpoch 0: |          | 7210/? [44:15<00:00,  2.71it/s]\nEpoch 0: |          | 7210/? [44:15<00:00,  2.71it/s]\nEpoch 0: |          | 7211/? [44:16<00:00,  2.71it/s]\nEpoch 0: |          | 7211/? [44:16<00:00,  2.71it/s]\nEpoch 0: |          | 7212/? [44:16<00:00,  2.72it/s]\nEpoch 0: |          | 7212/? [44:16<00:00,  2.72it/s]\nEpoch 0: |          | 7213/? [44:16<00:00,  2.72it/s]\nEpoch 0: |          | 7213/? [44:16<00:00,  2.72it/s]\nEpoch 0: |          | 7214/? [44:16<00:00,  2.72it/s]\nEpoch 0: |          | 7214/? [44:16<00:00,  2.72it/s]\nEpoch 0: |          | 7215/? [44:17<00:00,  2.72it/s]\nEpoch 0: |          | 7215/? [44:17<00:00,  2.72it/s]\nEpoch 0: |          | 7216/? [44:17<00:00,  2.72it/s]\nEpoch 0: |          | 7216/? [44:17<00:00,  2.72it/s]\nEpoch 0: |          | 7217/? [44:17<00:00,  2.72it/s]\nEpoch 0: |          | 7217/? [44:17<00:00,  2.72it/s]\nEpoch 0: |          | 7218/? [44:17<00:00,  2.72it/s]\nEpoch 0: |          | 7218/? [44:17<00:00,  2.72it/s]\nEpoch 0: |          | 7219/? [44:18<00:00,  2.72it/s]\nEpoch 0: |          | 7219/? [44:18<00:00,  2.72it/s]\nEpoch 0: |          | 7220/? [44:18<00:00,  2.72it/s]\nEpoch 0: |          | 7220/? [44:18<00:00,  2.72it/s]\nEpoch 0: |          | 7221/? [44:18<00:00,  2.72it/s]\nEpoch 0: |          | 7221/? [44:18<00:00,  2.72it/s]\nEpoch 0: |          | 7222/? [44:19<00:00,  2.72it/s]\nEpoch 0: |          | 7222/? [44:19<00:00,  2.72it/s]\nEpoch 0: |          | 7223/? [44:19<00:00,  2.72it/s]\nEpoch 0: |          | 7223/? [44:19<00:00,  2.72it/s]\nEpoch 0: |          | 7224/? [44:19<00:00,  2.72it/s]\nEpoch 0: |          | 7224/? [44:19<00:00,  2.72it/s]\nEpoch 0: |          | 7225/? [44:20<00:00,  2.72it/s]\nEpoch 0: |          | 7225/? [44:20<00:00,  2.72it/s]\nEpoch 0: |          | 7226/? [44:20<00:00,  2.72it/s]\nEpoch 0: |          | 7226/? [44:20<00:00,  2.72it/s]\nEpoch 0: |          | 7227/? [44:20<00:00,  2.72it/s]\nEpoch 0: |          | 7227/? [44:20<00:00,  2.72it/s]\nEpoch 0: |          | 7228/? [44:20<00:00,  2.72it/s]\nEpoch 0: |          | 7228/? [44:20<00:00,  2.72it/s]\nEpoch 0: |          | 7229/? [44:21<00:00,  2.72it/s]\nEpoch 0: |          | 7229/? [44:21<00:00,  2.72it/s]\nEpoch 0: |          | 7230/? [44:21<00:00,  2.72it/s]\nEpoch 0: |          | 7230/? [44:21<00:00,  2.72it/s]\nEpoch 0: |          | 7231/? [44:21<00:00,  2.72it/s]\nEpoch 0: |          | 7231/? [44:21<00:00,  2.72it/s]\nEpoch 0: |          | 7232/? [44:22<00:00,  2.72it/s]\nEpoch 0: |          | 7232/? [44:22<00:00,  2.72it/s]\nEpoch 0: |          | 7233/? [44:22<00:00,  2.72it/s]\nEpoch 0: |          | 7233/? [44:22<00:00,  2.72it/s]\nEpoch 0: |          | 7234/? [44:22<00:00,  2.72it/s]\nEpoch 0: |          | 7234/? [44:22<00:00,  2.72it/s]\nEpoch 0: |          | 7235/? [44:22<00:00,  2.72it/s]\nEpoch 0: |          | 7235/? [44:22<00:00,  2.72it/s]\nEpoch 0: |          | 7236/? [44:23<00:00,  2.72it/s]\nEpoch 0: |          | 7236/? [44:23<00:00,  2.72it/s]\nEpoch 0: |          | 7237/? [44:23<00:00,  2.72it/s]\nEpoch 0: |          | 7237/? [44:23<00:00,  2.72it/s]\nEpoch 0: |          | 7238/? [44:23<00:00,  2.72it/s]\nEpoch 0: |          | 7238/? [44:23<00:00,  2.72it/s]\nEpoch 0: |          | 7239/? [44:24<00:00,  2.72it/s]\nEpoch 0: |          | 7239/? [44:24<00:00,  2.72it/s]\nEpoch 0: |          | 7240/? [44:24<00:00,  2.72it/s]\nEpoch 0: |          | 7240/? [44:24<00:00,  2.72it/s]\nEpoch 0: |          | 7241/? [44:24<00:00,  2.72it/s]\nEpoch 0: |          | 7241/? [44:24<00:00,  2.72it/s]\nEpoch 0: |          | 7242/? [44:24<00:00,  2.72it/s]\nEpoch 0: |          | 7242/? [44:24<00:00,  2.72it/s]\nEpoch 0: |          | 7243/? [44:25<00:00,  2.72it/s]\nEpoch 0: |          | 7243/? [44:25<00:00,  2.72it/s]\nEpoch 0: |          | 7244/? [44:25<00:00,  2.72it/s]\nEpoch 0: |          | 7244/? [44:25<00:00,  2.72it/s]\nEpoch 0: |          | 7245/? [44:25<00:00,  2.72it/s]\nEpoch 0: |          | 7245/? [44:25<00:00,  2.72it/s]\nEpoch 0: |          | 7246/? [44:26<00:00,  2.72it/s]\nEpoch 0: |          | 7246/? [44:26<00:00,  2.72it/s]\nEpoch 0: |          | 7247/? [44:26<00:00,  2.72it/s]\nEpoch 0: |          | 7247/? [44:26<00:00,  2.72it/s]\nEpoch 0: |          | 7248/? [44:26<00:00,  2.72it/s]\nEpoch 0: |          | 7248/? [44:26<00:00,  2.72it/s]\nEpoch 0: |          | 7249/? [44:26<00:00,  2.72it/s]\nEpoch 0: |          | 7249/? [44:26<00:00,  2.72it/s]\nEpoch 0: |          | 7250/? [44:27<00:00,  2.72it/s]\nEpoch 0: |          | 7250/? [44:27<00:00,  2.72it/s]\nEpoch 0: |          | 7251/? [44:27<00:00,  2.72it/s]\nEpoch 0: |          | 7251/? [44:27<00:00,  2.72it/s]\nEpoch 0: |          | 7252/? [44:27<00:00,  2.72it/s]\nEpoch 0: |          | 7252/? [44:27<00:00,  2.72it/s]\nEpoch 0: |          | 7253/? [44:28<00:00,  2.72it/s]\nEpoch 0: |          | 7253/? [44:28<00:00,  2.72it/s]\nEpoch 0: |          | 7254/? [44:28<00:00,  2.72it/s]\nEpoch 0: |          | 7254/? [44:28<00:00,  2.72it/s]\nEpoch 0: |          | 7255/? [44:28<00:00,  2.72it/s]\nEpoch 0: |          | 7255/? [44:28<00:00,  2.72it/s]\nEpoch 0: |          | 7256/? [44:28<00:00,  2.72it/s]\nEpoch 0: |          | 7256/? [44:28<00:00,  2.72it/s]\nEpoch 0: |          | 7257/? [44:29<00:00,  2.72it/s]\nEpoch 0: |          | 7257/? [44:29<00:00,  2.72it/s]\nEpoch 0: |          | 7258/? [44:29<00:00,  2.72it/s]\nEpoch 0: |          | 7258/? [44:29<00:00,  2.72it/s]\nEpoch 0: |          | 7259/? [44:29<00:00,  2.72it/s]\nEpoch 0: |          | 7259/? [44:29<00:00,  2.72it/s]\nEpoch 0: |          | 7260/? [44:30<00:00,  2.72it/s]\nEpoch 0: |          | 7260/? [44:30<00:00,  2.72it/s]\nEpoch 0: |          | 7261/? [44:30<00:00,  2.72it/s]\nEpoch 0: |          | 7261/? [44:30<00:00,  2.72it/s]\nEpoch 0: |          | 7262/? [44:30<00:00,  2.72it/s]\nEpoch 0: |          | 7262/? [44:30<00:00,  2.72it/s]\nEpoch 0: |          | 7263/? [44:30<00:00,  2.72it/s]\nEpoch 0: |          | 7263/? [44:30<00:00,  2.72it/s]\nEpoch 0: |          | 7264/? [44:31<00:00,  2.72it/s]\nEpoch 0: |          | 7264/? [44:31<00:00,  2.72it/s]\nEpoch 0: |          | 7265/? [44:31<00:00,  2.72it/s]\nEpoch 0: |          | 7265/? [44:31<00:00,  2.72it/s]\nEpoch 0: |          | 7266/? [44:31<00:00,  2.72it/s]\nEpoch 0: |          | 7266/? [44:31<00:00,  2.72it/s]\nEpoch 0: |          | 7267/? [44:32<00:00,  2.72it/s]\nEpoch 0: |          | 7267/? [44:32<00:00,  2.72it/s]\nEpoch 0: |          | 7268/? [44:32<00:00,  2.72it/s]\nEpoch 0: |          | 7268/? [44:32<00:00,  2.72it/s]\nEpoch 0: |          | 7269/? [44:32<00:00,  2.72it/s]\nEpoch 0: |          | 7269/? [44:32<00:00,  2.72it/s]\nEpoch 0: |          | 7270/? [44:33<00:00,  2.72it/s]\nEpoch 0: |          | 7270/? [44:33<00:00,  2.72it/s]\nEpoch 0: |          | 7271/? [44:33<00:00,  2.72it/s]\nEpoch 0: |          | 7271/? [44:33<00:00,  2.72it/s]\nEpoch 0: |          | 7272/? [44:33<00:00,  2.72it/s]\nEpoch 0: |          | 7272/? [44:33<00:00,  2.72it/s]\nEpoch 0: |          | 7273/? [44:33<00:00,  2.72it/s]\nEpoch 0: |          | 7273/? [44:33<00:00,  2.72it/s]\nEpoch 0: |          | 7274/? [44:34<00:00,  2.72it/s]\nEpoch 0: |          | 7274/? [44:34<00:00,  2.72it/s]\nEpoch 0: |          | 7275/? [44:34<00:00,  2.72it/s]\nEpoch 0: |          | 7275/? [44:34<00:00,  2.72it/s]\nEpoch 0: |          | 7276/? [44:34<00:00,  2.72it/s]\nEpoch 0: |          | 7276/? [44:34<00:00,  2.72it/s]\nEpoch 0: |          | 7277/? [44:35<00:00,  2.72it/s]\nEpoch 0: |          | 7277/? [44:35<00:00,  2.72it/s]\nEpoch 0: |          | 7278/? [44:35<00:00,  2.72it/s]\nEpoch 0: |          | 7278/? [44:35<00:00,  2.72it/s]\nEpoch 0: |          | 7279/? [44:35<00:00,  2.72it/s]\nEpoch 0: |          | 7279/? [44:35<00:00,  2.72it/s]\nEpoch 0: |          | 7280/? [44:35<00:00,  2.72it/s]\nEpoch 0: |          | 7280/? [44:35<00:00,  2.72it/s]\nEpoch 0: |          | 7281/? [44:36<00:00,  2.72it/s]\nEpoch 0: |          | 7281/? [44:36<00:00,  2.72it/s]\nEpoch 0: |          | 7282/? [44:36<00:00,  2.72it/s]\nEpoch 0: |          | 7282/? [44:36<00:00,  2.72it/s]\nEpoch 0: |          | 7283/? [44:36<00:00,  2.72it/s]\nEpoch 0: |          | 7283/? [44:36<00:00,  2.72it/s]\nEpoch 0: |          | 7284/? [44:37<00:00,  2.72it/s]\nEpoch 0: |          | 7284/? [44:37<00:00,  2.72it/s]\nEpoch 0: |          | 7285/? [44:37<00:00,  2.72it/s]\nEpoch 0: |          | 7285/? [44:37<00:00,  2.72it/s]\nEpoch 0: |          | 7286/? [44:37<00:00,  2.72it/s]\nEpoch 0: |          | 7286/? [44:37<00:00,  2.72it/s]\nEpoch 0: |          | 7287/? [44:37<00:00,  2.72it/s]\nEpoch 0: |          | 7287/? [44:37<00:00,  2.72it/s]\nEpoch 0: |          | 7288/? [44:38<00:00,  2.72it/s]\nEpoch 0: |          | 7288/? [44:38<00:00,  2.72it/s]\nEpoch 0: |          | 7289/? [44:38<00:00,  2.72it/s]\nEpoch 0: |          | 7289/? [44:38<00:00,  2.72it/s]\nEpoch 0: |          | 7290/? [44:38<00:00,  2.72it/s]\nEpoch 0: |          | 7290/? [44:38<00:00,  2.72it/s]\nEpoch 0: |          | 7291/? [44:39<00:00,  2.72it/s]\nEpoch 0: |          | 7291/? [44:39<00:00,  2.72it/s]\nEpoch 0: |          | 7292/? [44:39<00:00,  2.72it/s]\nEpoch 0: |          | 7292/? [44:39<00:00,  2.72it/s]\nEpoch 0: |          | 7293/? [44:39<00:00,  2.72it/s]\nEpoch 0: |          | 7293/? [44:39<00:00,  2.72it/s]\nEpoch 0: |          | 7294/? [44:39<00:00,  2.72it/s]\nEpoch 0: |          | 7294/? [44:39<00:00,  2.72it/s]\nEpoch 0: |          | 7295/? [44:40<00:00,  2.72it/s]\nEpoch 0: |          | 7295/? [44:40<00:00,  2.72it/s]\nEpoch 0: |          | 7296/? [44:40<00:00,  2.72it/s]\nEpoch 0: |          | 7296/? [44:40<00:00,  2.72it/s]\nEpoch 0: |          | 7297/? [44:40<00:00,  2.72it/s]\nEpoch 0: |          | 7297/? [44:40<00:00,  2.72it/s]\nEpoch 0: |          | 7298/? [44:41<00:00,  2.72it/s]\nEpoch 0: |          | 7298/? [44:41<00:00,  2.72it/s]\nEpoch 0: |          | 7299/? [44:41<00:00,  2.72it/s]\nEpoch 0: |          | 7299/? [44:41<00:00,  2.72it/s]\nEpoch 0: |          | 7300/? [44:41<00:00,  2.72it/s]\nEpoch 0: |          | 7300/? [44:41<00:00,  2.72it/s]\nEpoch 0: |          | 7301/? [44:42<00:00,  2.72it/s]\nEpoch 0: |          | 7301/? [44:42<00:00,  2.72it/s]\nEpoch 0: |          | 7302/? [44:42<00:00,  2.72it/s]\nEpoch 0: |          | 7302/? [44:42<00:00,  2.72it/s]\nEpoch 0: |          | 7303/? [44:42<00:00,  2.72it/s]\nEpoch 0: |          | 7303/? [44:42<00:00,  2.72it/s]\nEpoch 0: |          | 7304/? [44:42<00:00,  2.72it/s]\nEpoch 0: |          | 7304/? [44:42<00:00,  2.72it/s]\nEpoch 0: |          | 7305/? [44:43<00:00,  2.72it/s]\nEpoch 0: |          | 7305/? [44:43<00:00,  2.72it/s]\nEpoch 0: |          | 7306/? [44:43<00:00,  2.72it/s]\nEpoch 0: |          | 7306/? [44:43<00:00,  2.72it/s]\nEpoch 0: |          | 7307/? [44:43<00:00,  2.72it/s]\nEpoch 0: |          | 7307/? [44:43<00:00,  2.72it/s]\nEpoch 0: |          | 7308/? [44:44<00:00,  2.72it/s]\nEpoch 0: |          | 7308/? [44:44<00:00,  2.72it/s]\nEpoch 0: |          | 7309/? [44:44<00:00,  2.72it/s]\nEpoch 0: |          | 7309/? [44:44<00:00,  2.72it/s]\nEpoch 0: |          | 7310/? [44:44<00:00,  2.72it/s]\nEpoch 0: |          | 7310/? [44:44<00:00,  2.72it/s]\nEpoch 0: |          | 7311/? [44:44<00:00,  2.72it/s]\nEpoch 0: |          | 7311/? [44:44<00:00,  2.72it/s]\nEpoch 0: |          | 7312/? [44:45<00:00,  2.72it/s]\nEpoch 0: |          | 7312/? [44:45<00:00,  2.72it/s]\nEpoch 0: |          | 7313/? [44:45<00:00,  2.72it/s]\nEpoch 0: |          | 7313/? [44:45<00:00,  2.72it/s]\nEpoch 0: |          | 7314/? [44:45<00:00,  2.72it/s]\nEpoch 0: |          | 7314/? [44:45<00:00,  2.72it/s]\nEpoch 0: |          | 7315/? [44:46<00:00,  2.72it/s]\nEpoch 0: |          | 7315/? [44:46<00:00,  2.72it/s]\nEpoch 0: |          | 7316/? [44:46<00:00,  2.72it/s]\nEpoch 0: |          | 7316/? [44:46<00:00,  2.72it/s]\nEpoch 0: |          | 7317/? [44:46<00:00,  2.72it/s]\nEpoch 0: |          | 7317/? [44:46<00:00,  2.72it/s]\nEpoch 0: |          | 7318/? [44:46<00:00,  2.72it/s]\nEpoch 0: |          | 7318/? [44:46<00:00,  2.72it/s]\nEpoch 0: |          | 7319/? [44:47<00:00,  2.72it/s]\nEpoch 0: |          | 7319/? [44:47<00:00,  2.72it/s]\nEpoch 0: |          | 7320/? [44:47<00:00,  2.72it/s]\nEpoch 0: |          | 7320/? [44:47<00:00,  2.72it/s]\nEpoch 0: |          | 7321/? [44:47<00:00,  2.72it/s]\nEpoch 0: |          | 7321/? [44:47<00:00,  2.72it/s]\nEpoch 0: |          | 7322/? [44:48<00:00,  2.72it/s]\nEpoch 0: |          | 7322/? [44:48<00:00,  2.72it/s]\nEpoch 0: |          | 7323/? [44:48<00:00,  2.72it/s]\nEpoch 0: |          | 7323/? [44:48<00:00,  2.72it/s]\nEpoch 0: |          | 7324/? [44:48<00:00,  2.72it/s]\nEpoch 0: |          | 7324/? [44:48<00:00,  2.72it/s]\nEpoch 0: |          | 7325/? [44:48<00:00,  2.72it/s]\nEpoch 0: |          | 7325/? [44:48<00:00,  2.72it/s]\nEpoch 0: |          | 7326/? [44:49<00:00,  2.72it/s]\nEpoch 0: |          | 7326/? [44:49<00:00,  2.72it/s]\nEpoch 0: |          | 7327/? [44:49<00:00,  2.72it/s]\nEpoch 0: |          | 7327/? [44:49<00:00,  2.72it/s]\nEpoch 0: |          | 7328/? [44:49<00:00,  2.72it/s]\nEpoch 0: |          | 7328/? [44:49<00:00,  2.72it/s]\nEpoch 0: |          | 7329/? [44:50<00:00,  2.72it/s]\nEpoch 0: |          | 7329/? [44:50<00:00,  2.72it/s]\nEpoch 0: |          | 7330/? [44:50<00:00,  2.72it/s]\nEpoch 0: |          | 7330/? [44:50<00:00,  2.72it/s]\nEpoch 0: |          | 7331/? [44:50<00:00,  2.72it/s]\nEpoch 0: |          | 7331/? [44:50<00:00,  2.72it/s]\nEpoch 0: |          | 7332/? [44:50<00:00,  2.72it/s]\nEpoch 0: |          | 7332/? [44:50<00:00,  2.72it/s]\nEpoch 0: |          | 7333/? [44:51<00:00,  2.72it/s]\nEpoch 0: |          | 7333/? [44:51<00:00,  2.72it/s]\nEpoch 0: |          | 7334/? [44:51<00:00,  2.72it/s]\nEpoch 0: |          | 7334/? [44:51<00:00,  2.72it/s]\nEpoch 0: |          | 7335/? [44:51<00:00,  2.72it/s]\nEpoch 0: |          | 7335/? [44:51<00:00,  2.72it/s]\nEpoch 0: |          | 7336/? [44:52<00:00,  2.73it/s]\nEpoch 0: |          | 7336/? [44:52<00:00,  2.73it/s]\nEpoch 0: |          | 7337/? [44:52<00:00,  2.73it/s]\nEpoch 0: |          | 7337/? [44:52<00:00,  2.73it/s]\nEpoch 0: |          | 7338/? [44:52<00:00,  2.73it/s]\nEpoch 0: |          | 7338/? [44:52<00:00,  2.73it/s]\nEpoch 0: |          | 7339/? [44:52<00:00,  2.73it/s]\nEpoch 0: |          | 7339/? [44:52<00:00,  2.73it/s]\nEpoch 0: |          | 7340/? [44:53<00:00,  2.73it/s]\nEpoch 0: |          | 7340/? [44:53<00:00,  2.73it/s]\nEpoch 0: |          | 7341/? [44:53<00:00,  2.73it/s]\nEpoch 0: |          | 7341/? [44:53<00:00,  2.73it/s]\nEpoch 0: |          | 7342/? [44:53<00:00,  2.73it/s]\nEpoch 0: |          | 7342/? [44:53<00:00,  2.73it/s]\nEpoch 0: |          | 7343/? [44:54<00:00,  2.73it/s]\nEpoch 0: |          | 7343/? [44:54<00:00,  2.73it/s]\nEpoch 0: |          | 7344/? [44:54<00:00,  2.73it/s]\nEpoch 0: |          | 7344/? [44:54<00:00,  2.73it/s]\nEpoch 0: |          | 7345/? [44:54<00:00,  2.73it/s]\nEpoch 0: |          | 7345/? [44:54<00:00,  2.73it/s]\nEpoch 0: |          | 7346/? [44:54<00:00,  2.73it/s]\nEpoch 0: |          | 7346/? [44:54<00:00,  2.73it/s]\nEpoch 0: |          | 7347/? [44:55<00:00,  2.73it/s]\nEpoch 0: |          | 7347/? [44:55<00:00,  2.73it/s]\nEpoch 0: |          | 7348/? [44:55<00:00,  2.73it/s]\nEpoch 0: |          | 7348/? [44:55<00:00,  2.73it/s]\nEpoch 0: |          | 7349/? [44:55<00:00,  2.73it/s]\nEpoch 0: |          | 7349/? [44:55<00:00,  2.73it/s]\nEpoch 0: |          | 7350/? [44:56<00:00,  2.73it/s]\nEpoch 0: |          | 7350/? [44:56<00:00,  2.73it/s]\nEpoch 0: |          | 7351/? [44:56<00:00,  2.73it/s]\nEpoch 0: |          | 7351/? [44:56<00:00,  2.73it/s]\nEpoch 0: |          | 7352/? [44:56<00:00,  2.73it/s]\nEpoch 0: |          | 7352/? [44:56<00:00,  2.73it/s]\nEpoch 0: |          | 7353/? [44:57<00:00,  2.73it/s]\nEpoch 0: |          | 7353/? [44:57<00:00,  2.73it/s]\nEpoch 0: |          | 7354/? [44:57<00:00,  2.73it/s]\nEpoch 0: |          | 7354/? [44:57<00:00,  2.73it/s]\nEpoch 0: |          | 7355/? [44:57<00:00,  2.73it/s]\nEpoch 0: |          | 7355/? [44:57<00:00,  2.73it/s]\nEpoch 0: |          | 7356/? [44:57<00:00,  2.73it/s]\nEpoch 0: |          | 7356/? [44:57<00:00,  2.73it/s]\nEpoch 0: |          | 7357/? [44:58<00:00,  2.73it/s]\nEpoch 0: |          | 7357/? [44:58<00:00,  2.73it/s]\nEpoch 0: |          | 7358/? [44:58<00:00,  2.73it/s]\nEpoch 0: |          | 7358/? [44:58<00:00,  2.73it/s]\nEpoch 0: |          | 7359/? [44:58<00:00,  2.73it/s]\nEpoch 0: |          | 7359/? [44:58<00:00,  2.73it/s]\nEpoch 0: |          | 7360/? [44:58<00:00,  2.73it/s]\nEpoch 0: |          | 7360/? [44:58<00:00,  2.73it/s]\nEpoch 0: |          | 7361/? [44:59<00:00,  2.73it/s]\nEpoch 0: |          | 7361/? [44:59<00:00,  2.73it/s]\nEpoch 0: |          | 7362/? [44:59<00:00,  2.73it/s]\nEpoch 0: |          | 7362/? [44:59<00:00,  2.73it/s]\nEpoch 0: |          | 7363/? [44:59<00:00,  2.73it/s]\nEpoch 0: |          | 7363/? [44:59<00:00,  2.73it/s]\nEpoch 0: |          | 7364/? [45:00<00:00,  2.73it/s]\nEpoch 0: |          | 7364/? [45:00<00:00,  2.73it/s]\nEpoch 0: |          | 7365/? [45:00<00:00,  2.73it/s]\nEpoch 0: |          | 7365/? [45:00<00:00,  2.73it/s]\nEpoch 0: |          | 7366/? [45:00<00:00,  2.73it/s]\nEpoch 0: |          | 7366/? [45:00<00:00,  2.73it/s]\nEpoch 0: |          | 7367/? [45:00<00:00,  2.73it/s]\nEpoch 0: |          | 7367/? [45:00<00:00,  2.73it/s]\nEpoch 0: |          | 7368/? [45:01<00:00,  2.73it/s]\nEpoch 0: |          | 7368/? [45:01<00:00,  2.73it/s]\nEpoch 0: |          | 7369/? [45:01<00:00,  2.73it/s]\nEpoch 0: |          | 7369/? [45:01<00:00,  2.73it/s]\nEpoch 0: |          | 7370/? [45:01<00:00,  2.73it/s]\nEpoch 0: |          | 7370/? [45:01<00:00,  2.73it/s]\nEpoch 0: |          | 7371/? [45:02<00:00,  2.73it/s]\nEpoch 0: |          | 7371/? [45:02<00:00,  2.73it/s]\nEpoch 0: |          | 7372/? [45:02<00:00,  2.73it/s]\nEpoch 0: |          | 7372/? [45:02<00:00,  2.73it/s]\nEpoch 0: |          | 7373/? [45:02<00:00,  2.73it/s]\nEpoch 0: |          | 7373/? [45:02<00:00,  2.73it/s]\nEpoch 0: |          | 7374/? [45:02<00:00,  2.73it/s]\nEpoch 0: |          | 7374/? [45:02<00:00,  2.73it/s]\nEpoch 0: |          | 7375/? [45:03<00:00,  2.73it/s]\nEpoch 0: |          | 7375/? [45:03<00:00,  2.73it/s]\nEpoch 0: |          | 7376/? [45:03<00:00,  2.73it/s]\nEpoch 0: |          | 7376/? [45:03<00:00,  2.73it/s]\nEpoch 0: |          | 7377/? [45:03<00:00,  2.73it/s]\nEpoch 0: |          | 7377/? [45:03<00:00,  2.73it/s]\nEpoch 0: |          | 7378/? [45:04<00:00,  2.73it/s]\nEpoch 0: |          | 7378/? [45:04<00:00,  2.73it/s]\nEpoch 0: |          | 7379/? [45:04<00:00,  2.73it/s]\nEpoch 0: |          | 7379/? [45:04<00:00,  2.73it/s]\nEpoch 0: |          | 7380/? [45:04<00:00,  2.73it/s]\nEpoch 0: |          | 7380/? [45:04<00:00,  2.73it/s]\nEpoch 0: |          | 7381/? [45:04<00:00,  2.73it/s]\nEpoch 0: |          | 7381/? [45:04<00:00,  2.73it/s]\nEpoch 0: |          | 7382/? [45:05<00:00,  2.73it/s]\nEpoch 0: |          | 7382/? [45:05<00:00,  2.73it/s]\nEpoch 0: |          | 7383/? [45:05<00:00,  2.73it/s]\nEpoch 0: |          | 7383/? [45:05<00:00,  2.73it/s]\nEpoch 0: |          | 7384/? [45:05<00:00,  2.73it/s]\nEpoch 0: |          | 7384/? [45:05<00:00,  2.73it/s]\nEpoch 0: |          | 7385/? [45:06<00:00,  2.73it/s]\nEpoch 0: |          | 7385/? [45:06<00:00,  2.73it/s]\nEpoch 0: |          | 7386/? [45:06<00:00,  2.73it/s]\nEpoch 0: |          | 7386/? [45:06<00:00,  2.73it/s]\nEpoch 0: |          | 7387/? [45:06<00:00,  2.73it/s]\nEpoch 0: |          | 7387/? [45:06<00:00,  2.73it/s]\nEpoch 0: |          | 7388/? [45:06<00:00,  2.73it/s]\nEpoch 0: |          | 7388/? [45:06<00:00,  2.73it/s]\nEpoch 0: |          | 7389/? [45:07<00:00,  2.73it/s]\nEpoch 0: |          | 7389/? [45:07<00:00,  2.73it/s]\nEpoch 0: |          | 7390/? [45:07<00:00,  2.73it/s]\nEpoch 0: |          | 7390/? [45:07<00:00,  2.73it/s]\nEpoch 0: |          | 7391/? [45:07<00:00,  2.73it/s]\nEpoch 0: |          | 7391/? [45:07<00:00,  2.73it/s]\nEpoch 0: |          | 7392/? [45:08<00:00,  2.73it/s]\nEpoch 0: |          | 7392/? [45:08<00:00,  2.73it/s]\nEpoch 0: |          | 7393/? [45:08<00:00,  2.73it/s]\nEpoch 0: |          | 7393/? [45:08<00:00,  2.73it/s]\nEpoch 0: |          | 7394/? [45:08<00:00,  2.73it/s]\nEpoch 0: |          | 7394/? [45:08<00:00,  2.73it/s]\nEpoch 0: |          | 7395/? [45:08<00:00,  2.73it/s]\nEpoch 0: |          | 7395/? [45:08<00:00,  2.73it/s]\nEpoch 0: |          | 7396/? [45:09<00:00,  2.73it/s]\nEpoch 0: |          | 7396/? [45:09<00:00,  2.73it/s]\nEpoch 0: |          | 7397/? [45:09<00:00,  2.73it/s]\nEpoch 0: |          | 7397/? [45:09<00:00,  2.73it/s]\nEpoch 0: |          | 7398/? [45:09<00:00,  2.73it/s]\nEpoch 0: |          | 7398/? [45:09<00:00,  2.73it/s]\nEpoch 0: |          | 7399/? [45:10<00:00,  2.73it/s]\nEpoch 0: |          | 7399/? [45:10<00:00,  2.73it/s]\nEpoch 0: |          | 7400/? [45:10<00:00,  2.73it/s]\nEpoch 0: |          | 7400/? [45:10<00:00,  2.73it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.49it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.43it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.90it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.88it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 7400/? [45:10<00:00,  2.73it/s]\nEpoch 0: |          | 7401/? [45:11<00:00,  2.73it/s]\nEpoch 0: |          | 7401/? [45:11<00:00,  2.73it/s]\nEpoch 0: |          | 7402/? [45:11<00:00,  2.73it/s]\nEpoch 0: |          | 7402/? [45:11<00:00,  2.73it/s]\nEpoch 0: |          | 7403/? [45:11<00:00,  2.73it/s]\nEpoch 0: |          | 7403/? [45:11<00:00,  2.73it/s]\nEpoch 0: |          | 7404/? [45:11<00:00,  2.73it/s]\nEpoch 0: |          | 7404/? [45:11<00:00,  2.73it/s]\nEpoch 0: |          | 7405/? [45:12<00:00,  2.73it/s]\nEpoch 0: |          | 7405/? [45:12<00:00,  2.73it/s]\nEpoch 0: |          | 7406/? [45:12<00:00,  2.73it/s]\nEpoch 0: |          | 7406/? [45:12<00:00,  2.73it/s]\nEpoch 0: |          | 7407/? [45:12<00:00,  2.73it/s]\nEpoch 0: |          | 7407/? [45:12<00:00,  2.73it/s]\nEpoch 0: |          | 7408/? [45:13<00:00,  2.73it/s]\nEpoch 0: |          | 7408/? [45:13<00:00,  2.73it/s]\nEpoch 0: |          | 7409/? [45:13<00:00,  2.73it/s]\nEpoch 0: |          | 7409/? [45:13<00:00,  2.73it/s]\nEpoch 0: |          | 7410/? [45:13<00:00,  2.73it/s]\nEpoch 0: |          | 7410/? [45:13<00:00,  2.73it/s]\nEpoch 0: |          | 7411/? [45:13<00:00,  2.73it/s]\nEpoch 0: |          | 7411/? [45:13<00:00,  2.73it/s]\nEpoch 0: |          | 7412/? [45:14<00:00,  2.73it/s]\nEpoch 0: |          | 7412/? [45:14<00:00,  2.73it/s]\nEpoch 0: |          | 7413/? [45:14<00:00,  2.73it/s]\nEpoch 0: |          | 7413/? [45:14<00:00,  2.73it/s]\nEpoch 0: |          | 7414/? [45:14<00:00,  2.73it/s]\nEpoch 0: |          | 7414/? [45:14<00:00,  2.73it/s]\nEpoch 0: |          | 7415/? [45:15<00:00,  2.73it/s]\nEpoch 0: |          | 7415/? [45:15<00:00,  2.73it/s]\nEpoch 0: |          | 7416/? [45:15<00:00,  2.73it/s]\nEpoch 0: |          | 7416/? [45:15<00:00,  2.73it/s]\nEpoch 0: |          | 7417/? [45:15<00:00,  2.73it/s]\nEpoch 0: |          | 7417/? [45:15<00:00,  2.73it/s]\nEpoch 0: |          | 7418/? [45:15<00:00,  2.73it/s]\nEpoch 0: |          | 7418/? [45:15<00:00,  2.73it/s]\nEpoch 0: |          | 7419/? [45:16<00:00,  2.73it/s]\nEpoch 0: |          | 7419/? [45:16<00:00,  2.73it/s]\nEpoch 0: |          | 7420/? [45:16<00:00,  2.73it/s]\nEpoch 0: |          | 7420/? [45:16<00:00,  2.73it/s]\nEpoch 0: |          | 7421/? [45:16<00:00,  2.73it/s]\nEpoch 0: |          | 7421/? [45:16<00:00,  2.73it/s]\nEpoch 0: |          | 7422/? [45:17<00:00,  2.73it/s]\nEpoch 0: |          | 7422/? [45:17<00:00,  2.73it/s]\nEpoch 0: |          | 7423/? [45:17<00:00,  2.73it/s]\nEpoch 0: |          | 7423/? [45:17<00:00,  2.73it/s]\nEpoch 0: |          | 7424/? [45:17<00:00,  2.73it/s]\nEpoch 0: |          | 7424/? [45:17<00:00,  2.73it/s]\nEpoch 0: |          | 7425/? [45:17<00:00,  2.73it/s]\nEpoch 0: |          | 7425/? [45:17<00:00,  2.73it/s]\nEpoch 0: |          | 7426/? [45:18<00:00,  2.73it/s]\nEpoch 0: |          | 7426/? [45:18<00:00,  2.73it/s]\nEpoch 0: |          | 7427/? [45:18<00:00,  2.73it/s]\nEpoch 0: |          | 7427/? [45:18<00:00,  2.73it/s]\nEpoch 0: |          | 7428/? [45:18<00:00,  2.73it/s]\nEpoch 0: |          | 7428/? [45:18<00:00,  2.73it/s]\nEpoch 0: |          | 7429/? [45:19<00:00,  2.73it/s]\nEpoch 0: |          | 7429/? [45:19<00:00,  2.73it/s]\nEpoch 0: |          | 7430/? [45:19<00:00,  2.73it/s]\nEpoch 0: |          | 7430/? [45:19<00:00,  2.73it/s]\nEpoch 0: |          | 7431/? [45:19<00:00,  2.73it/s]\nEpoch 0: |          | 7431/? [45:19<00:00,  2.73it/s]\nEpoch 0: |          | 7432/? [45:19<00:00,  2.73it/s]\nEpoch 0: |          | 7432/? [45:19<00:00,  2.73it/s]\nEpoch 0: |          | 7433/? [45:20<00:00,  2.73it/s]\nEpoch 0: |          | 7433/? [45:20<00:00,  2.73it/s]\nEpoch 0: |          | 7434/? [45:20<00:00,  2.73it/s]\nEpoch 0: |          | 7434/? [45:20<00:00,  2.73it/s]\nEpoch 0: |          | 7435/? [45:20<00:00,  2.73it/s]\nEpoch 0: |          | 7435/? [45:20<00:00,  2.73it/s]\nEpoch 0: |          | 7436/? [45:21<00:00,  2.73it/s]\nEpoch 0: |          | 7436/? [45:21<00:00,  2.73it/s]\nEpoch 0: |          | 7437/? [45:21<00:00,  2.73it/s]\nEpoch 0: |          | 7437/? [45:21<00:00,  2.73it/s]\nEpoch 0: |          | 7438/? [45:21<00:00,  2.73it/s]\nEpoch 0: |          | 7438/? [45:21<00:00,  2.73it/s]\nEpoch 0: |          | 7439/? [45:21<00:00,  2.73it/s]\nEpoch 0: |          | 7439/? [45:21<00:00,  2.73it/s]\nEpoch 0: |          | 7440/? [45:22<00:00,  2.73it/s]\nEpoch 0: |          | 7440/? [45:22<00:00,  2.73it/s]\nEpoch 0: |          | 7441/? [45:22<00:00,  2.73it/s]\nEpoch 0: |          | 7441/? [45:22<00:00,  2.73it/s]\nEpoch 0: |          | 7442/? [45:22<00:00,  2.73it/s]\nEpoch 0: |          | 7442/? [45:22<00:00,  2.73it/s]\nEpoch 0: |          | 7443/? [45:23<00:00,  2.73it/s]\nEpoch 0: |          | 7443/? [45:23<00:00,  2.73it/s]\nEpoch 0: |          | 7444/? [45:23<00:00,  2.73it/s]\nEpoch 0: |          | 7444/? [45:23<00:00,  2.73it/s]\nEpoch 0: |          | 7445/? [45:23<00:00,  2.73it/s]\nEpoch 0: |          | 7445/? [45:23<00:00,  2.73it/s]\nEpoch 0: |          | 7446/? [45:23<00:00,  2.73it/s]\nEpoch 0: |          | 7446/? [45:23<00:00,  2.73it/s]\nEpoch 0: |          | 7447/? [45:24<00:00,  2.73it/s]\nEpoch 0: |          | 7447/? [45:24<00:00,  2.73it/s]\nEpoch 0: |          | 7448/? [45:24<00:00,  2.73it/s]\nEpoch 0: |          | 7448/? [45:24<00:00,  2.73it/s]\nEpoch 0: |          | 7449/? [45:24<00:00,  2.73it/s]\nEpoch 0: |          | 7449/? [45:24<00:00,  2.73it/s]\nEpoch 0: |          | 7450/? [45:25<00:00,  2.73it/s]\nEpoch 0: |          | 7450/? [45:25<00:00,  2.73it/s]\nEpoch 0: |          | 7451/? [45:25<00:00,  2.73it/s]\nEpoch 0: |          | 7451/? [45:25<00:00,  2.73it/s]\nEpoch 0: |          | 7452/? [45:25<00:00,  2.73it/s]\nEpoch 0: |          | 7452/? [45:25<00:00,  2.73it/s]\nEpoch 0: |          | 7453/? [45:25<00:00,  2.73it/s]\nEpoch 0: |          | 7453/? [45:25<00:00,  2.73it/s]\nEpoch 0: |          | 7454/? [45:26<00:00,  2.73it/s]\nEpoch 0: |          | 7454/? [45:26<00:00,  2.73it/s]\nEpoch 0: |          | 7455/? [45:26<00:00,  2.73it/s]\nEpoch 0: |          | 7455/? [45:26<00:00,  2.73it/s]\nEpoch 0: |          | 7456/? [45:26<00:00,  2.73it/s]\nEpoch 0: |          | 7456/? [45:26<00:00,  2.73it/s]\nEpoch 0: |          | 7457/? [45:27<00:00,  2.73it/s]\nEpoch 0: |          | 7457/? [45:27<00:00,  2.73it/s]\nEpoch 0: |          | 7458/? [45:27<00:00,  2.73it/s]\nEpoch 0: |          | 7458/? [45:27<00:00,  2.73it/s]\nEpoch 0: |          | 7459/? [45:27<00:00,  2.73it/s]\nEpoch 0: |          | 7459/? [45:27<00:00,  2.73it/s]\nEpoch 0: |          | 7460/? [45:27<00:00,  2.73it/s]\nEpoch 0: |          | 7460/? [45:27<00:00,  2.73it/s]\nEpoch 0: |          | 7461/? [45:28<00:00,  2.73it/s]\nEpoch 0: |          | 7461/? [45:28<00:00,  2.73it/s]\nEpoch 0: |          | 7462/? [45:28<00:00,  2.73it/s]\nEpoch 0: |          | 7462/? [45:28<00:00,  2.73it/s]\nEpoch 0: |          | 7463/? [45:28<00:00,  2.73it/s]\nEpoch 0: |          | 7463/? [45:28<00:00,  2.73it/s]\nEpoch 0: |          | 7464/? [45:29<00:00,  2.73it/s]\nEpoch 0: |          | 7464/? [45:29<00:00,  2.73it/s]\nEpoch 0: |          | 7465/? [45:29<00:00,  2.74it/s]\nEpoch 0: |          | 7465/? [45:29<00:00,  2.74it/s]\nEpoch 0: |          | 7466/? [45:29<00:00,  2.74it/s]\nEpoch 0: |          | 7466/? [45:29<00:00,  2.74it/s]\nEpoch 0: |          | 7467/? [45:29<00:00,  2.74it/s]\nEpoch 0: |          | 7467/? [45:29<00:00,  2.74it/s]\nEpoch 0: |          | 7468/? [45:30<00:00,  2.74it/s]\nEpoch 0: |          | 7468/? [45:30<00:00,  2.74it/s]\nEpoch 0: |          | 7469/? [45:30<00:00,  2.74it/s]\nEpoch 0: |          | 7469/? [45:30<00:00,  2.74it/s]\nEpoch 0: |          | 7470/? [45:30<00:00,  2.74it/s]\nEpoch 0: |          | 7470/? [45:30<00:00,  2.74it/s]\nEpoch 0: |          | 7471/? [45:31<00:00,  2.74it/s]\nEpoch 0: |          | 7471/? [45:31<00:00,  2.74it/s]\nEpoch 0: |          | 7472/? [45:31<00:00,  2.74it/s]\nEpoch 0: |          | 7472/? [45:31<00:00,  2.74it/s]\nEpoch 0: |          | 7473/? [45:31<00:00,  2.74it/s]\nEpoch 0: |          | 7473/? [45:31<00:00,  2.74it/s]\nEpoch 0: |          | 7474/? [45:31<00:00,  2.74it/s]\nEpoch 0: |          | 7474/? [45:31<00:00,  2.74it/s]\nEpoch 0: |          | 7475/? [45:32<00:00,  2.74it/s]\nEpoch 0: |          | 7475/? [45:32<00:00,  2.74it/s]\nEpoch 0: |          | 7476/? [45:32<00:00,  2.74it/s]\nEpoch 0: |          | 7476/? [45:32<00:00,  2.74it/s]\nEpoch 0: |          | 7477/? [45:32<00:00,  2.74it/s]\nEpoch 0: |          | 7477/? [45:32<00:00,  2.74it/s]\nEpoch 0: |          | 7478/? [45:33<00:00,  2.74it/s]\nEpoch 0: |          | 7478/? [45:33<00:00,  2.74it/s]\nEpoch 0: |          | 7479/? [45:33<00:00,  2.74it/s]\nEpoch 0: |          | 7479/? [45:33<00:00,  2.74it/s]\nEpoch 0: |          | 7480/? [45:33<00:00,  2.74it/s]\nEpoch 0: |          | 7480/? [45:33<00:00,  2.74it/s]\nEpoch 0: |          | 7481/? [45:34<00:00,  2.74it/s]\nEpoch 0: |          | 7481/? [45:34<00:00,  2.74it/s]\nEpoch 0: |          | 7482/? [45:34<00:00,  2.74it/s]\nEpoch 0: |          | 7482/? [45:34<00:00,  2.74it/s]\nEpoch 0: |          | 7483/? [45:34<00:00,  2.74it/s]\nEpoch 0: |          | 7483/? [45:34<00:00,  2.74it/s]\nEpoch 0: |          | 7484/? [45:34<00:00,  2.74it/s]\nEpoch 0: |          | 7484/? [45:34<00:00,  2.74it/s]\nEpoch 0: |          | 7485/? [45:35<00:00,  2.74it/s]\nEpoch 0: |          | 7485/? [45:35<00:00,  2.74it/s]\nEpoch 0: |          | 7486/? [45:35<00:00,  2.74it/s]\nEpoch 0: |          | 7486/? [45:35<00:00,  2.74it/s]\nEpoch 0: |          | 7487/? [45:35<00:00,  2.74it/s]\nEpoch 0: |          | 7487/? [45:35<00:00,  2.74it/s]\nEpoch 0: |          | 7488/? [45:36<00:00,  2.74it/s]\nEpoch 0: |          | 7488/? [45:36<00:00,  2.74it/s]\nEpoch 0: |          | 7489/? [45:36<00:00,  2.74it/s]\nEpoch 0: |          | 7489/? [45:36<00:00,  2.74it/s]\nEpoch 0: |          | 7490/? [45:36<00:00,  2.74it/s]\nEpoch 0: |          | 7490/? [45:36<00:00,  2.74it/s]\nEpoch 0: |          | 7491/? [45:36<00:00,  2.74it/s]\nEpoch 0: |          | 7491/? [45:36<00:00,  2.74it/s]\nEpoch 0: |          | 7492/? [45:37<00:00,  2.74it/s]\nEpoch 0: |          | 7492/? [45:37<00:00,  2.74it/s]\nEpoch 0: |          | 7493/? [45:37<00:00,  2.74it/s]\nEpoch 0: |          | 7493/? [45:37<00:00,  2.74it/s]\nEpoch 0: |          | 7494/? [45:37<00:00,  2.74it/s]\nEpoch 0: |          | 7494/? [45:37<00:00,  2.74it/s]\nEpoch 0: |          | 7495/? [45:38<00:00,  2.74it/s]\nEpoch 0: |          | 7495/? [45:38<00:00,  2.74it/s]\nEpoch 0: |          | 7496/? [45:38<00:00,  2.74it/s]\nEpoch 0: |          | 7496/? [45:38<00:00,  2.74it/s]\nEpoch 0: |          | 7497/? [45:38<00:00,  2.74it/s]\nEpoch 0: |          | 7497/? [45:38<00:00,  2.74it/s]\nEpoch 0: |          | 7498/? [45:38<00:00,  2.74it/s]\nEpoch 0: |          | 7498/? [45:38<00:00,  2.74it/s]\nEpoch 0: |          | 7499/? [45:39<00:00,  2.74it/s]\nEpoch 0: |          | 7499/? [45:39<00:00,  2.74it/s]\nEpoch 0: |          | 7500/? [45:39<00:00,  2.74it/s]\nEpoch 0: |          | 7500/? [45:39<00:00,  2.74it/s]\nEpoch 0: |          | 7501/? [45:39<00:00,  2.74it/s]\nEpoch 0: |          | 7501/? [45:39<00:00,  2.74it/s]\nEpoch 0: |          | 7502/? [45:40<00:00,  2.74it/s]\nEpoch 0: |          | 7502/? [45:40<00:00,  2.74it/s]\nEpoch 0: |          | 7503/? [45:40<00:00,  2.74it/s]\nEpoch 0: |          | 7503/? [45:40<00:00,  2.74it/s]\nEpoch 0: |          | 7504/? [45:40<00:00,  2.74it/s]\nEpoch 0: |          | 7504/? [45:40<00:00,  2.74it/s]\nEpoch 0: |          | 7505/? [45:40<00:00,  2.74it/s]\nEpoch 0: |          | 7505/? [45:40<00:00,  2.74it/s]\nEpoch 0: |          | 7506/? [45:41<00:00,  2.74it/s]\nEpoch 0: |          | 7506/? [45:41<00:00,  2.74it/s]\nEpoch 0: |          | 7507/? [45:41<00:00,  2.74it/s]\nEpoch 0: |          | 7507/? [45:41<00:00,  2.74it/s]\nEpoch 0: |          | 7508/? [45:41<00:00,  2.74it/s]\nEpoch 0: |          | 7508/? [45:41<00:00,  2.74it/s]\nEpoch 0: |          | 7509/? [45:42<00:00,  2.74it/s]\nEpoch 0: |          | 7509/? [45:42<00:00,  2.74it/s]\nEpoch 0: |          | 7510/? [45:42<00:00,  2.74it/s]\nEpoch 0: |          | 7510/? [45:42<00:00,  2.74it/s]\nEpoch 0: |          | 7511/? [45:42<00:00,  2.74it/s]\nEpoch 0: |          | 7511/? [45:42<00:00,  2.74it/s]\nEpoch 0: |          | 7512/? [45:42<00:00,  2.74it/s]\nEpoch 0: |          | 7512/? [45:42<00:00,  2.74it/s]\nEpoch 0: |          | 7513/? [45:43<00:00,  2.74it/s]\nEpoch 0: |          | 7513/? [45:43<00:00,  2.74it/s]\nEpoch 0: |          | 7514/? [45:43<00:00,  2.74it/s]\nEpoch 0: |          | 7514/? [45:43<00:00,  2.74it/s]\nEpoch 0: |          | 7515/? [45:43<00:00,  2.74it/s]\nEpoch 0: |          | 7515/? [45:43<00:00,  2.74it/s]\nEpoch 0: |          | 7516/? [45:44<00:00,  2.74it/s]\nEpoch 0: |          | 7516/? [45:44<00:00,  2.74it/s]\nEpoch 0: |          | 7517/? [45:44<00:00,  2.74it/s]\nEpoch 0: |          | 7517/? [45:44<00:00,  2.74it/s]\nEpoch 0: |          | 7518/? [45:44<00:00,  2.74it/s]\nEpoch 0: |          | 7518/? [45:44<00:00,  2.74it/s]\nEpoch 0: |          | 7519/? [45:44<00:00,  2.74it/s]\nEpoch 0: |          | 7519/? [45:44<00:00,  2.74it/s]\nEpoch 0: |          | 7520/? [45:45<00:00,  2.74it/s]\nEpoch 0: |          | 7520/? [45:45<00:00,  2.74it/s]\nEpoch 0: |          | 7521/? [45:45<00:00,  2.74it/s]\nEpoch 0: |          | 7521/? [45:45<00:00,  2.74it/s]\nEpoch 0: |          | 7522/? [45:45<00:00,  2.74it/s]\nEpoch 0: |          | 7522/? [45:45<00:00,  2.74it/s]\nEpoch 0: |          | 7523/? [45:46<00:00,  2.74it/s]\nEpoch 0: |          | 7523/? [45:46<00:00,  2.74it/s]\nEpoch 0: |          | 7524/? [45:46<00:00,  2.74it/s]\nEpoch 0: |          | 7524/? [45:46<00:00,  2.74it/s]\nEpoch 0: |          | 7525/? [45:46<00:00,  2.74it/s]\nEpoch 0: |          | 7525/? [45:46<00:00,  2.74it/s]\nEpoch 0: |          | 7526/? [45:46<00:00,  2.74it/s]\nEpoch 0: |          | 7526/? [45:46<00:00,  2.74it/s]\nEpoch 0: |          | 7527/? [45:47<00:00,  2.74it/s]\nEpoch 0: |          | 7527/? [45:47<00:00,  2.74it/s]\nEpoch 0: |          | 7528/? [45:47<00:00,  2.74it/s]\nEpoch 0: |          | 7528/? [45:47<00:00,  2.74it/s]\nEpoch 0: |          | 7529/? [45:47<00:00,  2.74it/s]\nEpoch 0: |          | 7529/? [45:47<00:00,  2.74it/s]\nEpoch 0: |          | 7530/? [45:48<00:00,  2.74it/s]\nEpoch 0: |          | 7530/? [45:48<00:00,  2.74it/s]\nEpoch 0: |          | 7531/? [45:48<00:00,  2.74it/s]\nEpoch 0: |          | 7531/? [45:48<00:00,  2.74it/s]\nEpoch 0: |          | 7532/? [45:48<00:00,  2.74it/s]\nEpoch 0: |          | 7532/? [45:48<00:00,  2.74it/s]\nEpoch 0: |          | 7533/? [45:48<00:00,  2.74it/s]\nEpoch 0: |          | 7533/? [45:48<00:00,  2.74it/s]\nEpoch 0: |          | 7534/? [45:49<00:00,  2.74it/s]\nEpoch 0: |          | 7534/? [45:49<00:00,  2.74it/s]\nEpoch 0: |          | 7535/? [45:49<00:00,  2.74it/s]\nEpoch 0: |          | 7535/? [45:49<00:00,  2.74it/s]\nEpoch 0: |          | 7536/? [45:49<00:00,  2.74it/s]\nEpoch 0: |          | 7536/? [45:49<00:00,  2.74it/s]\nEpoch 0: |          | 7537/? [45:50<00:00,  2.74it/s]\nEpoch 0: |          | 7537/? [45:50<00:00,  2.74it/s]\nEpoch 0: |          | 7538/? [45:50<00:00,  2.74it/s]\nEpoch 0: |          | 7538/? [45:50<00:00,  2.74it/s]\nEpoch 0: |          | 7539/? [45:50<00:00,  2.74it/s]\nEpoch 0: |          | 7539/? [45:50<00:00,  2.74it/s]\nEpoch 0: |          | 7540/? [45:50<00:00,  2.74it/s]\nEpoch 0: |          | 7540/? [45:50<00:00,  2.74it/s]\nEpoch 0: |          | 7541/? [45:51<00:00,  2.74it/s]\nEpoch 0: |          | 7541/? [45:51<00:00,  2.74it/s]\nEpoch 0: |          | 7542/? [45:51<00:00,  2.74it/s]\nEpoch 0: |          | 7542/? [45:51<00:00,  2.74it/s]\nEpoch 0: |          | 7543/? [45:51<00:00,  2.74it/s]\nEpoch 0: |          | 7543/? [45:51<00:00,  2.74it/s]\nEpoch 0: |          | 7544/? [45:51<00:00,  2.74it/s]\nEpoch 0: |          | 7544/? [45:52<00:00,  2.74it/s]\nEpoch 0: |          | 7545/? [45:52<00:00,  2.74it/s]\nEpoch 0: |          | 7545/? [45:52<00:00,  2.74it/s]\nEpoch 0: |          | 7546/? [45:52<00:00,  2.74it/s]\nEpoch 0: |          | 7546/? [45:52<00:00,  2.74it/s]\nEpoch 0: |          | 7547/? [45:52<00:00,  2.74it/s]\nEpoch 0: |          | 7547/? [45:52<00:00,  2.74it/s]\nEpoch 0: |          | 7548/? [45:53<00:00,  2.74it/s]\nEpoch 0: |          | 7548/? [45:53<00:00,  2.74it/s]\nEpoch 0: |          | 7549/? [45:53<00:00,  2.74it/s]\nEpoch 0: |          | 7549/? [45:53<00:00,  2.74it/s]\nEpoch 0: |          | 7550/? [45:53<00:00,  2.74it/s]\nEpoch 0: |          | 7550/? [45:53<00:00,  2.74it/s]\nEpoch 0: |          | 7551/? [45:53<00:00,  2.74it/s]\nEpoch 0: |          | 7551/? [45:53<00:00,  2.74it/s]\nEpoch 0: |          | 7552/? [45:54<00:00,  2.74it/s]\nEpoch 0: |          | 7552/? [45:54<00:00,  2.74it/s]\nEpoch 0: |          | 7553/? [45:54<00:00,  2.74it/s]\nEpoch 0: |          | 7553/? [45:54<00:00,  2.74it/s]\nEpoch 0: |          | 7554/? [45:54<00:00,  2.74it/s]\nEpoch 0: |          | 7554/? [45:54<00:00,  2.74it/s]\nEpoch 0: |          | 7555/? [45:55<00:00,  2.74it/s]\nEpoch 0: |          | 7555/? [45:55<00:00,  2.74it/s]\nEpoch 0: |          | 7556/? [45:55<00:00,  2.74it/s]\nEpoch 0: |          | 7556/? [45:55<00:00,  2.74it/s]\nEpoch 0: |          | 7557/? [45:55<00:00,  2.74it/s]\nEpoch 0: |          | 7557/? [45:55<00:00,  2.74it/s]\nEpoch 0: |          | 7558/? [45:55<00:00,  2.74it/s]\nEpoch 0: |          | 7558/? [45:55<00:00,  2.74it/s]\nEpoch 0: |          | 7559/? [45:56<00:00,  2.74it/s]\nEpoch 0: |          | 7559/? [45:56<00:00,  2.74it/s]\nEpoch 0: |          | 7560/? [45:56<00:00,  2.74it/s]\nEpoch 0: |          | 7560/? [45:56<00:00,  2.74it/s]\nEpoch 0: |          | 7561/? [45:56<00:00,  2.74it/s]\nEpoch 0: |          | 7561/? [45:56<00:00,  2.74it/s]\nEpoch 0: |          | 7562/? [45:57<00:00,  2.74it/s]\nEpoch 0: |          | 7562/? [45:57<00:00,  2.74it/s]\nEpoch 0: |          | 7563/? [45:57<00:00,  2.74it/s]\nEpoch 0: |          | 7563/? [45:57<00:00,  2.74it/s]\nEpoch 0: |          | 7564/? [45:57<00:00,  2.74it/s]\nEpoch 0: |          | 7564/? [45:57<00:00,  2.74it/s]\nEpoch 0: |          | 7565/? [45:57<00:00,  2.74it/s]\nEpoch 0: |          | 7565/? [45:57<00:00,  2.74it/s]\nEpoch 0: |          | 7566/? [45:58<00:00,  2.74it/s]\nEpoch 0: |          | 7566/? [45:58<00:00,  2.74it/s]\nEpoch 0: |          | 7567/? [45:58<00:00,  2.74it/s]\nEpoch 0: |          | 7567/? [45:58<00:00,  2.74it/s]\nEpoch 0: |          | 7568/? [45:58<00:00,  2.74it/s]\nEpoch 0: |          | 7568/? [45:58<00:00,  2.74it/s]\nEpoch 0: |          | 7569/? [45:59<00:00,  2.74it/s]\nEpoch 0: |          | 7569/? [45:59<00:00,  2.74it/s]\nEpoch 0: |          | 7570/? [45:59<00:00,  2.74it/s]\nEpoch 0: |          | 7570/? [45:59<00:00,  2.74it/s]\nEpoch 0: |          | 7571/? [45:59<00:00,  2.74it/s]\nEpoch 0: |          | 7571/? [45:59<00:00,  2.74it/s]\nEpoch 0: |          | 7572/? [45:59<00:00,  2.74it/s]\nEpoch 0: |          | 7572/? [45:59<00:00,  2.74it/s]\nEpoch 0: |          | 7573/? [46:00<00:00,  2.74it/s]\nEpoch 0: |          | 7573/? [46:00<00:00,  2.74it/s]\nEpoch 0: |          | 7574/? [46:00<00:00,  2.74it/s]\nEpoch 0: |          | 7574/? [46:00<00:00,  2.74it/s]\nEpoch 0: |          | 7575/? [46:00<00:00,  2.74it/s]\nEpoch 0: |          | 7575/? [46:00<00:00,  2.74it/s]\nEpoch 0: |          | 7576/? [46:01<00:00,  2.74it/s]\nEpoch 0: |          | 7576/? [46:01<00:00,  2.74it/s]\nEpoch 0: |          | 7577/? [46:01<00:00,  2.74it/s]\nEpoch 0: |          | 7577/? [46:01<00:00,  2.74it/s]\nEpoch 0: |          | 7578/? [46:01<00:00,  2.74it/s]\nEpoch 0: |          | 7578/? [46:01<00:00,  2.74it/s]\nEpoch 0: |          | 7579/? [46:01<00:00,  2.74it/s]\nEpoch 0: |          | 7579/? [46:01<00:00,  2.74it/s]\nEpoch 0: |          | 7580/? [46:02<00:00,  2.74it/s]\nEpoch 0: |          | 7580/? [46:02<00:00,  2.74it/s]\nEpoch 0: |          | 7581/? [46:02<00:00,  2.74it/s]\nEpoch 0: |          | 7581/? [46:02<00:00,  2.74it/s]\nEpoch 0: |          | 7582/? [46:02<00:00,  2.74it/s]\nEpoch 0: |          | 7582/? [46:02<00:00,  2.74it/s]\nEpoch 0: |          | 7583/? [46:03<00:00,  2.74it/s]\nEpoch 0: |          | 7583/? [46:03<00:00,  2.74it/s]\nEpoch 0: |          | 7584/? [46:03<00:00,  2.74it/s]\nEpoch 0: |          | 7584/? [46:03<00:00,  2.74it/s]\nEpoch 0: |          | 7585/? [46:03<00:00,  2.74it/s]\nEpoch 0: |          | 7585/? [46:03<00:00,  2.74it/s]\nEpoch 0: |          | 7586/? [46:03<00:00,  2.74it/s]\nEpoch 0: |          | 7586/? [46:03<00:00,  2.74it/s]\nEpoch 0: |          | 7587/? [46:04<00:00,  2.74it/s]\nEpoch 0: |          | 7587/? [46:04<00:00,  2.74it/s]\nEpoch 0: |          | 7588/? [46:04<00:00,  2.74it/s]\nEpoch 0: |          | 7588/? [46:04<00:00,  2.74it/s]\nEpoch 0: |          | 7589/? [46:04<00:00,  2.74it/s]\nEpoch 0: |          | 7589/? [46:04<00:00,  2.74it/s]\nEpoch 0: |          | 7590/? [46:05<00:00,  2.74it/s]\nEpoch 0: |          | 7590/? [46:05<00:00,  2.74it/s]\nEpoch 0: |          | 7591/? [46:05<00:00,  2.75it/s]\nEpoch 0: |          | 7591/? [46:05<00:00,  2.75it/s]\nEpoch 0: |          | 7592/? [46:05<00:00,  2.75it/s]\nEpoch 0: |          | 7592/? [46:05<00:00,  2.75it/s]\nEpoch 0: |          | 7593/? [46:05<00:00,  2.75it/s]\nEpoch 0: |          | 7593/? [46:05<00:00,  2.75it/s]\nEpoch 0: |          | 7594/? [46:06<00:00,  2.75it/s]\nEpoch 0: |          | 7594/? [46:06<00:00,  2.75it/s]\nEpoch 0: |          | 7595/? [46:06<00:00,  2.75it/s]\nEpoch 0: |          | 7595/? [46:06<00:00,  2.75it/s]\nEpoch 0: |          | 7596/? [46:06<00:00,  2.75it/s]\nEpoch 0: |          | 7596/? [46:06<00:00,  2.75it/s]\nEpoch 0: |          | 7597/? [46:07<00:00,  2.75it/s]\nEpoch 0: |          | 7597/? [46:07<00:00,  2.75it/s]\nEpoch 0: |          | 7598/? [46:07<00:00,  2.75it/s]\nEpoch 0: |          | 7598/? [46:07<00:00,  2.75it/s]\nEpoch 0: |          | 7599/? [46:07<00:00,  2.75it/s]\nEpoch 0: |          | 7599/? [46:07<00:00,  2.75it/s]\nEpoch 0: |          | 7600/? [46:07<00:00,  2.75it/s]\nEpoch 0: |          | 7600/? [46:07<00:00,  2.75it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.66it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.78it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.49it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.67it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 7600/? [46:08<00:00,  2.75it/s]\nEpoch 0: |          | 7601/? [46:08<00:00,  2.75it/s]\nEpoch 0: |          | 7601/? [46:08<00:00,  2.75it/s]\nEpoch 0: |          | 7602/? [46:08<00:00,  2.75it/s]\nEpoch 0: |          | 7602/? [46:08<00:00,  2.75it/s]\nEpoch 0: |          | 7603/? [46:09<00:00,  2.75it/s]\nEpoch 0: |          | 7603/? [46:09<00:00,  2.75it/s]\nEpoch 0: |          | 7604/? [46:09<00:00,  2.75it/s]\nEpoch 0: |          | 7604/? [46:09<00:00,  2.75it/s]\nEpoch 0: |          | 7605/? [46:09<00:00,  2.75it/s]\nEpoch 0: |          | 7605/? [46:09<00:00,  2.75it/s]\nEpoch 0: |          | 7606/? [46:09<00:00,  2.75it/s]\nEpoch 0: |          | 7606/? [46:09<00:00,  2.75it/s]\nEpoch 0: |          | 7607/? [46:10<00:00,  2.75it/s]\nEpoch 0: |          | 7607/? [46:10<00:00,  2.75it/s]\nEpoch 0: |          | 7608/? [46:10<00:00,  2.75it/s]\nEpoch 0: |          | 7608/? [46:10<00:00,  2.75it/s]\nEpoch 0: |          | 7609/? [46:10<00:00,  2.75it/s]\nEpoch 0: |          | 7609/? [46:10<00:00,  2.75it/s]\nEpoch 0: |          | 7610/? [46:11<00:00,  2.75it/s]\nEpoch 0: |          | 7610/? [46:11<00:00,  2.75it/s]\nEpoch 0: |          | 7611/? [46:11<00:00,  2.75it/s]\nEpoch 0: |          | 7611/? [46:11<00:00,  2.75it/s]\nEpoch 0: |          | 7612/? [46:11<00:00,  2.75it/s]\nEpoch 0: |          | 7612/? [46:11<00:00,  2.75it/s]\nEpoch 0: |          | 7613/? [46:11<00:00,  2.75it/s]\nEpoch 0: |          | 7613/? [46:11<00:00,  2.75it/s]\nEpoch 0: |          | 7614/? [46:12<00:00,  2.75it/s]\nEpoch 0: |          | 7614/? [46:12<00:00,  2.75it/s]\nEpoch 0: |          | 7615/? [46:12<00:00,  2.75it/s]\nEpoch 0: |          | 7615/? [46:12<00:00,  2.75it/s]\nEpoch 0: |          | 7616/? [46:12<00:00,  2.75it/s]\nEpoch 0: |          | 7616/? [46:12<00:00,  2.75it/s]\nEpoch 0: |          | 7617/? [46:13<00:00,  2.75it/s]\nEpoch 0: |          | 7617/? [46:13<00:00,  2.75it/s]\nEpoch 0: |          | 7618/? [46:13<00:00,  2.75it/s]\nEpoch 0: |          | 7618/? [46:13<00:00,  2.75it/s]\nEpoch 0: |          | 7619/? [46:13<00:00,  2.75it/s]\nEpoch 0: |          | 7619/? [46:13<00:00,  2.75it/s]\nEpoch 0: |          | 7620/? [46:13<00:00,  2.75it/s]\nEpoch 0: |          | 7620/? [46:13<00:00,  2.75it/s]\nEpoch 0: |          | 7621/? [46:14<00:00,  2.75it/s]\nEpoch 0: |          | 7621/? [46:14<00:00,  2.75it/s]\nEpoch 0: |          | 7622/? [46:14<00:00,  2.75it/s]\nEpoch 0: |          | 7622/? [46:14<00:00,  2.75it/s]\nEpoch 0: |          | 7623/? [46:14<00:00,  2.75it/s]\nEpoch 0: |          | 7623/? [46:14<00:00,  2.75it/s]\nEpoch 0: |          | 7624/? [46:15<00:00,  2.75it/s]\nEpoch 0: |          | 7624/? [46:15<00:00,  2.75it/s]\nEpoch 0: |          | 7625/? [46:15<00:00,  2.75it/s]\nEpoch 0: |          | 7625/? [46:15<00:00,  2.75it/s]\nEpoch 0: |          | 7626/? [46:15<00:00,  2.75it/s]\nEpoch 0: |          | 7626/? [46:15<00:00,  2.75it/s]\nEpoch 0: |          | 7627/? [46:15<00:00,  2.75it/s]\nEpoch 0: |          | 7627/? [46:15<00:00,  2.75it/s]\nEpoch 0: |          | 7628/? [46:16<00:00,  2.75it/s]\nEpoch 0: |          | 7628/? [46:16<00:00,  2.75it/s]\nEpoch 0: |          | 7629/? [46:16<00:00,  2.75it/s]\nEpoch 0: |          | 7629/? [46:16<00:00,  2.75it/s]\nEpoch 0: |          | 7630/? [46:16<00:00,  2.75it/s]\nEpoch 0: |          | 7630/? [46:16<00:00,  2.75it/s]\nEpoch 0: |          | 7631/? [46:17<00:00,  2.75it/s]\nEpoch 0: |          | 7631/? [46:17<00:00,  2.75it/s]\nEpoch 0: |          | 7632/? [46:17<00:00,  2.75it/s]\nEpoch 0: |          | 7632/? [46:17<00:00,  2.75it/s]\nEpoch 0: |          | 7633/? [46:17<00:00,  2.75it/s]\nEpoch 0: |          | 7633/? [46:17<00:00,  2.75it/s]\nEpoch 0: |          | 7634/? [46:17<00:00,  2.75it/s]\nEpoch 0: |          | 7634/? [46:17<00:00,  2.75it/s]\nEpoch 0: |          | 7635/? [46:18<00:00,  2.75it/s]\nEpoch 0: |          | 7635/? [46:18<00:00,  2.75it/s]\nEpoch 0: |          | 7636/? [46:18<00:00,  2.75it/s]\nEpoch 0: |          | 7636/? [46:18<00:00,  2.75it/s]\nEpoch 0: |          | 7637/? [46:18<00:00,  2.75it/s]\nEpoch 0: |          | 7637/? [46:18<00:00,  2.75it/s]\nEpoch 0: |          | 7638/? [46:19<00:00,  2.75it/s]\nEpoch 0: |          | 7638/? [46:19<00:00,  2.75it/s]\nEpoch 0: |          | 7639/? [46:19<00:00,  2.75it/s]\nEpoch 0: |          | 7639/? [46:19<00:00,  2.75it/s]\nEpoch 0: |          | 7640/? [46:19<00:00,  2.75it/s]\nEpoch 0: |          | 7640/? [46:19<00:00,  2.75it/s]\nEpoch 0: |          | 7641/? [46:19<00:00,  2.75it/s]\nEpoch 0: |          | 7641/? [46:19<00:00,  2.75it/s]\nEpoch 0: |          | 7642/? [46:20<00:00,  2.75it/s]\nEpoch 0: |          | 7642/? [46:20<00:00,  2.75it/s]\nEpoch 0: |          | 7643/? [46:20<00:00,  2.75it/s]\nEpoch 0: |          | 7643/? [46:20<00:00,  2.75it/s]\nEpoch 0: |          | 7644/? [46:20<00:00,  2.75it/s]\nEpoch 0: |          | 7644/? [46:20<00:00,  2.75it/s]\nEpoch 0: |          | 7645/? [46:21<00:00,  2.75it/s]\nEpoch 0: |          | 7645/? [46:21<00:00,  2.75it/s]\nEpoch 0: |          | 7646/? [46:21<00:00,  2.75it/s]\nEpoch 0: |          | 7646/? [46:21<00:00,  2.75it/s]\nEpoch 0: |          | 7647/? [46:21<00:00,  2.75it/s]\nEpoch 0: |          | 7647/? [46:21<00:00,  2.75it/s]\nEpoch 0: |          | 7648/? [46:21<00:00,  2.75it/s]\nEpoch 0: |          | 7648/? [46:21<00:00,  2.75it/s]\nEpoch 0: |          | 7649/? [46:22<00:00,  2.75it/s]\nEpoch 0: |          | 7649/? [46:22<00:00,  2.75it/s]\nEpoch 0: |          | 7650/? [46:22<00:00,  2.75it/s]\nEpoch 0: |          | 7650/? [46:22<00:00,  2.75it/s]\nEpoch 0: |          | 7651/? [46:22<00:00,  2.75it/s]\nEpoch 0: |          | 7651/? [46:22<00:00,  2.75it/s]\nEpoch 0: |          | 7652/? [46:23<00:00,  2.75it/s]\nEpoch 0: |          | 7652/? [46:23<00:00,  2.75it/s]\nEpoch 0: |          | 7653/? [46:23<00:00,  2.75it/s]\nEpoch 0: |          | 7653/? [46:23<00:00,  2.75it/s]\nEpoch 0: |          | 7654/? [46:23<00:00,  2.75it/s]\nEpoch 0: |          | 7654/? [46:23<00:00,  2.75it/s]\nEpoch 0: |          | 7655/? [46:23<00:00,  2.75it/s]\nEpoch 0: |          | 7655/? [46:23<00:00,  2.75it/s]\nEpoch 0: |          | 7656/? [46:24<00:00,  2.75it/s]\nEpoch 0: |          | 7656/? [46:24<00:00,  2.75it/s]\nEpoch 0: |          | 7657/? [46:24<00:00,  2.75it/s]\nEpoch 0: |          | 7657/? [46:24<00:00,  2.75it/s]\nEpoch 0: |          | 7658/? [46:24<00:00,  2.75it/s]\nEpoch 0: |          | 7658/? [46:24<00:00,  2.75it/s]\nEpoch 0: |          | 7659/? [46:24<00:00,  2.75it/s]\nEpoch 0: |          | 7659/? [46:24<00:00,  2.75it/s]\nEpoch 0: |          | 7660/? [46:25<00:00,  2.75it/s]\nEpoch 0: |          | 7660/? [46:25<00:00,  2.75it/s]\nEpoch 0: |          | 7661/? [46:25<00:00,  2.75it/s]\nEpoch 0: |          | 7661/? [46:25<00:00,  2.75it/s]\nEpoch 0: |          | 7662/? [46:25<00:00,  2.75it/s]\nEpoch 0: |          | 7662/? [46:25<00:00,  2.75it/s]\nEpoch 0: |          | 7663/? [46:26<00:00,  2.75it/s]\nEpoch 0: |          | 7663/? [46:26<00:00,  2.75it/s]\nEpoch 0: |          | 7664/? [46:26<00:00,  2.75it/s]\nEpoch 0: |          | 7664/? [46:26<00:00,  2.75it/s]\nEpoch 0: |          | 7665/? [46:26<00:00,  2.75it/s]\nEpoch 0: |          | 7665/? [46:26<00:00,  2.75it/s]\nEpoch 0: |          | 7666/? [46:26<00:00,  2.75it/s]\nEpoch 0: |          | 7666/? [46:26<00:00,  2.75it/s]\nEpoch 0: |          | 7667/? [46:27<00:00,  2.75it/s]\nEpoch 0: |          | 7667/? [46:27<00:00,  2.75it/s]\nEpoch 0: |          | 7668/? [46:27<00:00,  2.75it/s]\nEpoch 0: |          | 7668/? [46:27<00:00,  2.75it/s]\nEpoch 0: |          | 7669/? [46:27<00:00,  2.75it/s]\nEpoch 0: |          | 7669/? [46:27<00:00,  2.75it/s]\nEpoch 0: |          | 7670/? [46:28<00:00,  2.75it/s]\nEpoch 0: |          | 7670/? [46:28<00:00,  2.75it/s]\nEpoch 0: |          | 7671/? [46:28<00:00,  2.75it/s]\nEpoch 0: |          | 7671/? [46:28<00:00,  2.75it/s]\nEpoch 0: |          | 7672/? [46:28<00:00,  2.75it/s]\nEpoch 0: |          | 7672/? [46:28<00:00,  2.75it/s]\nEpoch 0: |          | 7673/? [46:28<00:00,  2.75it/s]\nEpoch 0: |          | 7673/? [46:28<00:00,  2.75it/s]\nEpoch 0: |          | 7674/? [46:29<00:00,  2.75it/s]\nEpoch 0: |          | 7674/? [46:29<00:00,  2.75it/s]\nEpoch 0: |          | 7675/? [46:29<00:00,  2.75it/s]\nEpoch 0: |          | 7675/? [46:29<00:00,  2.75it/s]\nEpoch 0: |          | 7676/? [46:29<00:00,  2.75it/s]\nEpoch 0: |          | 7676/? [46:29<00:00,  2.75it/s]\nEpoch 0: |          | 7677/? [46:30<00:00,  2.75it/s]\nEpoch 0: |          | 7677/? [46:30<00:00,  2.75it/s]\nEpoch 0: |          | 7678/? [46:30<00:00,  2.75it/s]\nEpoch 0: |          | 7678/? [46:30<00:00,  2.75it/s]\nEpoch 0: |          | 7679/? [46:30<00:00,  2.75it/s]\nEpoch 0: |          | 7679/? [46:30<00:00,  2.75it/s]\nEpoch 0: |          | 7680/? [46:30<00:00,  2.75it/s]\nEpoch 0: |          | 7680/? [46:30<00:00,  2.75it/s]\nEpoch 0: |          | 7681/? [46:31<00:00,  2.75it/s]\nEpoch 0: |          | 7681/? [46:31<00:00,  2.75it/s]\nEpoch 0: |          | 7682/? [46:31<00:00,  2.75it/s]\nEpoch 0: |          | 7682/? [46:31<00:00,  2.75it/s]\nEpoch 0: |          | 7683/? [46:31<00:00,  2.75it/s]\nEpoch 0: |          | 7683/? [46:31<00:00,  2.75it/s]\nEpoch 0: |          | 7684/? [46:32<00:00,  2.75it/s]\nEpoch 0: |          | 7684/? [46:32<00:00,  2.75it/s]\nEpoch 0: |          | 7685/? [46:32<00:00,  2.75it/s]\nEpoch 0: |          | 7685/? [46:32<00:00,  2.75it/s]\nEpoch 0: |          | 7686/? [46:32<00:00,  2.75it/s]\nEpoch 0: |          | 7686/? [46:32<00:00,  2.75it/s]\nEpoch 0: |          | 7687/? [46:32<00:00,  2.75it/s]\nEpoch 0: |          | 7687/? [46:32<00:00,  2.75it/s]\nEpoch 0: |          | 7688/? [46:33<00:00,  2.75it/s]\nEpoch 0: |          | 7688/? [46:33<00:00,  2.75it/s]\nEpoch 0: |          | 7689/? [46:33<00:00,  2.75it/s]\nEpoch 0: |          | 7689/? [46:33<00:00,  2.75it/s]\nEpoch 0: |          | 7690/? [46:33<00:00,  2.75it/s]\nEpoch 0: |          | 7690/? [46:33<00:00,  2.75it/s]\nEpoch 0: |          | 7691/? [46:34<00:00,  2.75it/s]\nEpoch 0: |          | 7691/? [46:34<00:00,  2.75it/s]\nEpoch 0: |          | 7692/? [46:34<00:00,  2.75it/s]\nEpoch 0: |          | 7692/? [46:34<00:00,  2.75it/s]\nEpoch 0: |          | 7693/? [46:34<00:00,  2.75it/s]\nEpoch 0: |          | 7693/? [46:34<00:00,  2.75it/s]\nEpoch 0: |          | 7694/? [46:34<00:00,  2.75it/s]\nEpoch 0: |          | 7694/? [46:34<00:00,  2.75it/s]\nEpoch 0: |          | 7695/? [46:35<00:00,  2.75it/s]\nEpoch 0: |          | 7695/? [46:35<00:00,  2.75it/s]\nEpoch 0: |          | 7696/? [46:35<00:00,  2.75it/s]\nEpoch 0: |          | 7696/? [46:35<00:00,  2.75it/s]\nEpoch 0: |          | 7697/? [46:35<00:00,  2.75it/s]\nEpoch 0: |          | 7697/? [46:35<00:00,  2.75it/s]\nEpoch 0: |          | 7698/? [46:36<00:00,  2.75it/s]\nEpoch 0: |          | 7698/? [46:36<00:00,  2.75it/s]\nEpoch 0: |          | 7699/? [46:36<00:00,  2.75it/s]\nEpoch 0: |          | 7699/? [46:36<00:00,  2.75it/s]\nEpoch 0: |          | 7700/? [46:36<00:00,  2.75it/s]\nEpoch 0: |          | 7700/? [46:36<00:00,  2.75it/s]\nEpoch 0: |          | 7701/? [46:36<00:00,  2.75it/s]\nEpoch 0: |          | 7701/? [46:36<00:00,  2.75it/s]\nEpoch 0: |          | 7702/? [46:37<00:00,  2.75it/s]\nEpoch 0: |          | 7702/? [46:37<00:00,  2.75it/s]\nEpoch 0: |          | 7703/? [46:37<00:00,  2.75it/s]\nEpoch 0: |          | 7703/? [46:37<00:00,  2.75it/s]\nEpoch 0: |          | 7704/? [46:37<00:00,  2.75it/s]\nEpoch 0: |          | 7704/? [46:37<00:00,  2.75it/s]\nEpoch 0: |          | 7705/? [46:38<00:00,  2.75it/s]\nEpoch 0: |          | 7705/? [46:38<00:00,  2.75it/s]\nEpoch 0: |          | 7706/? [46:38<00:00,  2.75it/s]\nEpoch 0: |          | 7706/? [46:38<00:00,  2.75it/s]\nEpoch 0: |          | 7707/? [46:38<00:00,  2.75it/s]\nEpoch 0: |          | 7707/? [46:38<00:00,  2.75it/s]\nEpoch 0: |          | 7708/? [46:38<00:00,  2.75it/s]\nEpoch 0: |          | 7708/? [46:38<00:00,  2.75it/s]\nEpoch 0: |          | 7709/? [46:39<00:00,  2.75it/s]\nEpoch 0: |          | 7709/? [46:39<00:00,  2.75it/s]\nEpoch 0: |          | 7710/? [46:39<00:00,  2.75it/s]\nEpoch 0: |          | 7710/? [46:39<00:00,  2.75it/s]\nEpoch 0: |          | 7711/? [46:39<00:00,  2.75it/s]\nEpoch 0: |          | 7711/? [46:39<00:00,  2.75it/s]\nEpoch 0: |          | 7712/? [46:40<00:00,  2.75it/s]\nEpoch 0: |          | 7712/? [46:40<00:00,  2.75it/s]\nEpoch 0: |          | 7713/? [46:40<00:00,  2.75it/s]\nEpoch 0: |          | 7713/? [46:40<00:00,  2.75it/s]\nEpoch 0: |          | 7714/? [46:40<00:00,  2.75it/s]\nEpoch 0: |          | 7714/? [46:40<00:00,  2.75it/s]\nEpoch 0: |          | 7715/? [46:40<00:00,  2.75it/s]\nEpoch 0: |          | 7715/? [46:40<00:00,  2.75it/s]\nEpoch 0: |          | 7716/? [46:41<00:00,  2.75it/s]\nEpoch 0: |          | 7716/? [46:41<00:00,  2.75it/s]\nEpoch 0: |          | 7717/? [46:41<00:00,  2.75it/s]\nEpoch 0: |          | 7717/? [46:41<00:00,  2.75it/s]\nEpoch 0: |          | 7718/? [46:41<00:00,  2.75it/s]\nEpoch 0: |          | 7718/? [46:41<00:00,  2.75it/s]\nEpoch 0: |          | 7719/? [46:42<00:00,  2.75it/s]\nEpoch 0: |          | 7719/? [46:42<00:00,  2.75it/s]\nEpoch 0: |          | 7720/? [46:42<00:00,  2.75it/s]\nEpoch 0: |          | 7720/? [46:42<00:00,  2.75it/s]\nEpoch 0: |          | 7721/? [46:42<00:00,  2.75it/s]\nEpoch 0: |          | 7721/? [46:42<00:00,  2.75it/s]\nEpoch 0: |          | 7722/? [46:42<00:00,  2.76it/s]\nEpoch 0: |          | 7722/? [46:42<00:00,  2.76it/s]\nEpoch 0: |          | 7723/? [46:43<00:00,  2.76it/s]\nEpoch 0: |          | 7723/? [46:43<00:00,  2.76it/s]\nEpoch 0: |          | 7724/? [46:43<00:00,  2.76it/s]\nEpoch 0: |          | 7724/? [46:43<00:00,  2.76it/s]\nEpoch 0: |          | 7725/? [46:43<00:00,  2.76it/s]\nEpoch 0: |          | 7725/? [46:43<00:00,  2.76it/s]\nEpoch 0: |          | 7726/? [46:44<00:00,  2.76it/s]\nEpoch 0: |          | 7726/? [46:44<00:00,  2.76it/s]\nEpoch 0: |          | 7727/? [46:44<00:00,  2.76it/s]\nEpoch 0: |          | 7727/? [46:44<00:00,  2.76it/s]\nEpoch 0: |          | 7728/? [46:44<00:00,  2.76it/s]\nEpoch 0: |          | 7728/? [46:44<00:00,  2.76it/s]\nEpoch 0: |          | 7729/? [46:44<00:00,  2.76it/s]\nEpoch 0: |          | 7729/? [46:44<00:00,  2.76it/s]\nEpoch 0: |          | 7730/? [46:45<00:00,  2.76it/s]\nEpoch 0: |          | 7730/? [46:45<00:00,  2.76it/s]\nEpoch 0: |          | 7731/? [46:45<00:00,  2.76it/s]\nEpoch 0: |          | 7731/? [46:45<00:00,  2.76it/s]\nEpoch 0: |          | 7732/? [46:45<00:00,  2.76it/s]\nEpoch 0: |          | 7732/? [46:45<00:00,  2.76it/s]\nEpoch 0: |          | 7733/? [46:45<00:00,  2.76it/s]\nEpoch 0: |          | 7733/? [46:45<00:00,  2.76it/s]\nEpoch 0: |          | 7734/? [46:46<00:00,  2.76it/s]\nEpoch 0: |          | 7734/? [46:46<00:00,  2.76it/s]\nEpoch 0: |          | 7735/? [46:46<00:00,  2.76it/s]\nEpoch 0: |          | 7735/? [46:46<00:00,  2.76it/s]\nEpoch 0: |          | 7736/? [46:46<00:00,  2.76it/s]\nEpoch 0: |          | 7736/? [46:46<00:00,  2.76it/s]\nEpoch 0: |          | 7737/? [46:47<00:00,  2.76it/s]\nEpoch 0: |          | 7737/? [46:47<00:00,  2.76it/s]\nEpoch 0: |          | 7738/? [46:47<00:00,  2.76it/s]\nEpoch 0: |          | 7738/? [46:47<00:00,  2.76it/s]\nEpoch 0: |          | 7739/? [46:47<00:00,  2.76it/s]\nEpoch 0: |          | 7739/? [46:47<00:00,  2.76it/s]\nEpoch 0: |          | 7740/? [46:47<00:00,  2.76it/s]\nEpoch 0: |          | 7740/? [46:47<00:00,  2.76it/s]\nEpoch 0: |          | 7741/? [46:48<00:00,  2.76it/s]\nEpoch 0: |          | 7741/? [46:48<00:00,  2.76it/s]\nEpoch 0: |          | 7742/? [46:48<00:00,  2.76it/s]\nEpoch 0: |          | 7742/? [46:48<00:00,  2.76it/s]\nEpoch 0: |          | 7743/? [46:48<00:00,  2.76it/s]\nEpoch 0: |          | 7743/? [46:48<00:00,  2.76it/s]\nEpoch 0: |          | 7744/? [46:49<00:00,  2.76it/s]\nEpoch 0: |          | 7744/? [46:49<00:00,  2.76it/s]\nEpoch 0: |          | 7745/? [46:49<00:00,  2.76it/s]\nEpoch 0: |          | 7745/? [46:49<00:00,  2.76it/s]\nEpoch 0: |          | 7746/? [46:49<00:00,  2.76it/s]\nEpoch 0: |          | 7746/? [46:49<00:00,  2.76it/s]\nEpoch 0: |          | 7747/? [46:49<00:00,  2.76it/s]\nEpoch 0: |          | 7747/? [46:49<00:00,  2.76it/s]\nEpoch 0: |          | 7748/? [46:50<00:00,  2.76it/s]\nEpoch 0: |          | 7748/? [46:50<00:00,  2.76it/s]\nEpoch 0: |          | 7749/? [46:50<00:00,  2.76it/s]\nEpoch 0: |          | 7749/? [46:50<00:00,  2.76it/s]\nEpoch 0: |          | 7750/? [46:50<00:00,  2.76it/s]\nEpoch 0: |          | 7750/? [46:50<00:00,  2.76it/s]\nEpoch 0: |          | 7751/? [46:51<00:00,  2.76it/s]\nEpoch 0: |          | 7751/? [46:51<00:00,  2.76it/s]\nEpoch 0: |          | 7752/? [46:51<00:00,  2.76it/s]\nEpoch 0: |          | 7752/? [46:51<00:00,  2.76it/s]\nEpoch 0: |          | 7753/? [46:51<00:00,  2.76it/s]\nEpoch 0: |          | 7753/? [46:51<00:00,  2.76it/s]\nEpoch 0: |          | 7754/? [46:51<00:00,  2.76it/s]\nEpoch 0: |          | 7754/? [46:51<00:00,  2.76it/s]\nEpoch 0: |          | 7755/? [46:52<00:00,  2.76it/s]\nEpoch 0: |          | 7755/? [46:52<00:00,  2.76it/s]\nEpoch 0: |          | 7756/? [46:52<00:00,  2.76it/s]\nEpoch 0: |          | 7756/? [46:52<00:00,  2.76it/s]\nEpoch 0: |          | 7757/? [46:52<00:00,  2.76it/s]\nEpoch 0: |          | 7757/? [46:52<00:00,  2.76it/s]\nEpoch 0: |          | 7758/? [46:53<00:00,  2.76it/s]\nEpoch 0: |          | 7758/? [46:53<00:00,  2.76it/s]\nEpoch 0: |          | 7759/? [46:53<00:00,  2.76it/s]\nEpoch 0: |          | 7759/? [46:53<00:00,  2.76it/s]\nEpoch 0: |          | 7760/? [46:53<00:00,  2.76it/s]\nEpoch 0: |          | 7760/? [46:53<00:00,  2.76it/s]\nEpoch 0: |          | 7761/? [46:53<00:00,  2.76it/s]\nEpoch 0: |          | 7761/? [46:53<00:00,  2.76it/s]\nEpoch 0: |          | 7762/? [46:54<00:00,  2.76it/s]\nEpoch 0: |          | 7762/? [46:54<00:00,  2.76it/s]\nEpoch 0: |          | 7763/? [46:54<00:00,  2.76it/s]\nEpoch 0: |          | 7763/? [46:54<00:00,  2.76it/s]\nEpoch 0: |          | 7764/? [46:54<00:00,  2.76it/s]\nEpoch 0: |          | 7764/? [46:54<00:00,  2.76it/s]\nEpoch 0: |          | 7765/? [46:55<00:00,  2.76it/s]\nEpoch 0: |          | 7765/? [46:55<00:00,  2.76it/s]\nEpoch 0: |          | 7766/? [46:55<00:00,  2.76it/s]\nEpoch 0: |          | 7766/? [46:55<00:00,  2.76it/s]\nEpoch 0: |          | 7767/? [46:55<00:00,  2.76it/s]\nEpoch 0: |          | 7767/? [46:55<00:00,  2.76it/s]\nEpoch 0: |          | 7768/? [46:55<00:00,  2.76it/s]\nEpoch 0: |          | 7768/? [46:55<00:00,  2.76it/s]\nEpoch 0: |          | 7769/? [46:56<00:00,  2.76it/s]\nEpoch 0: |          | 7769/? [46:56<00:00,  2.76it/s]\nEpoch 0: |          | 7770/? [46:56<00:00,  2.76it/s]\nEpoch 0: |          | 7770/? [46:56<00:00,  2.76it/s]\nEpoch 0: |          | 7771/? [46:56<00:00,  2.76it/s]\nEpoch 0: |          | 7771/? [46:56<00:00,  2.76it/s]\nEpoch 0: |          | 7772/? [46:57<00:00,  2.76it/s]\nEpoch 0: |          | 7772/? [46:57<00:00,  2.76it/s]\nEpoch 0: |          | 7773/? [46:57<00:00,  2.76it/s]\nEpoch 0: |          | 7773/? [46:57<00:00,  2.76it/s]\nEpoch 0: |          | 7774/? [46:57<00:00,  2.76it/s]\nEpoch 0: |          | 7774/? [46:57<00:00,  2.76it/s]\nEpoch 0: |          | 7775/? [46:57<00:00,  2.76it/s]\nEpoch 0: |          | 7775/? [46:57<00:00,  2.76it/s]\nEpoch 0: |          | 7776/? [46:58<00:00,  2.76it/s]\nEpoch 0: |          | 7776/? [46:58<00:00,  2.76it/s]\nEpoch 0: |          | 7777/? [46:58<00:00,  2.76it/s]\nEpoch 0: |          | 7777/? [46:58<00:00,  2.76it/s]\nEpoch 0: |          | 7778/? [46:58<00:00,  2.76it/s]\nEpoch 0: |          | 7778/? [46:58<00:00,  2.76it/s]\nEpoch 0: |          | 7779/? [46:59<00:00,  2.76it/s]\nEpoch 0: |          | 7779/? [46:59<00:00,  2.76it/s]\nEpoch 0: |          | 7780/? [46:59<00:00,  2.76it/s]\nEpoch 0: |          | 7780/? [46:59<00:00,  2.76it/s]\nEpoch 0: |          | 7781/? [46:59<00:00,  2.76it/s]\nEpoch 0: |          | 7781/? [46:59<00:00,  2.76it/s]\nEpoch 0: |          | 7782/? [46:59<00:00,  2.76it/s]\nEpoch 0: |          | 7782/? [46:59<00:00,  2.76it/s]\nEpoch 0: |          | 7783/? [47:00<00:00,  2.76it/s]\nEpoch 0: |          | 7783/? [47:00<00:00,  2.76it/s]\nEpoch 0: |          | 7784/? [47:00<00:00,  2.76it/s]\nEpoch 0: |          | 7784/? [47:00<00:00,  2.76it/s]\nEpoch 0: |          | 7785/? [47:00<00:00,  2.76it/s]\nEpoch 0: |          | 7785/? [47:00<00:00,  2.76it/s]\nEpoch 0: |          | 7786/? [47:01<00:00,  2.76it/s]\nEpoch 0: |          | 7786/? [47:01<00:00,  2.76it/s]\nEpoch 0: |          | 7787/? [47:01<00:00,  2.76it/s]\nEpoch 0: |          | 7787/? [47:01<00:00,  2.76it/s]\nEpoch 0: |          | 7788/? [47:01<00:00,  2.76it/s]\nEpoch 0: |          | 7788/? [47:01<00:00,  2.76it/s]\nEpoch 0: |          | 7789/? [47:01<00:00,  2.76it/s]\nEpoch 0: |          | 7789/? [47:01<00:00,  2.76it/s]\nEpoch 0: |          | 7790/? [47:02<00:00,  2.76it/s]\nEpoch 0: |          | 7790/? [47:02<00:00,  2.76it/s]\nEpoch 0: |          | 7791/? [47:02<00:00,  2.76it/s]\nEpoch 0: |          | 7791/? [47:02<00:00,  2.76it/s]\nEpoch 0: |          | 7792/? [47:02<00:00,  2.76it/s]\nEpoch 0: |          | 7792/? [47:02<00:00,  2.76it/s]\nEpoch 0: |          | 7793/? [47:03<00:00,  2.76it/s]\nEpoch 0: |          | 7793/? [47:03<00:00,  2.76it/s]\nEpoch 0: |          | 7794/? [47:03<00:00,  2.76it/s]\nEpoch 0: |          | 7794/? [47:03<00:00,  2.76it/s]\nEpoch 0: |          | 7795/? [47:03<00:00,  2.76it/s]\nEpoch 0: |          | 7795/? [47:03<00:00,  2.76it/s]\nEpoch 0: |          | 7796/? [47:03<00:00,  2.76it/s]\nEpoch 0: |          | 7796/? [47:03<00:00,  2.76it/s]\nEpoch 0: |          | 7797/? [47:04<00:00,  2.76it/s]\nEpoch 0: |          | 7797/? [47:04<00:00,  2.76it/s]\nEpoch 0: |          | 7798/? [47:04<00:00,  2.76it/s]\nEpoch 0: |          | 7798/? [47:04<00:00,  2.76it/s]\nEpoch 0: |          | 7799/? [47:04<00:00,  2.76it/s]\nEpoch 0: |          | 7799/? [47:04<00:00,  2.76it/s]\nEpoch 0: |          | 7800/? [47:04<00:00,  2.76it/s]\nEpoch 0: |          | 7800/? [47:04<00:00,  2.76it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.89it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.94it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.73it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.84it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 7800/? [47:05<00:00,  2.76it/s]\nEpoch 0: |          | 7801/? [47:05<00:00,  2.76it/s]\nEpoch 0: |          | 7801/? [47:05<00:00,  2.76it/s]\nEpoch 0: |          | 7802/? [47:05<00:00,  2.76it/s]\nEpoch 0: |          | 7802/? [47:05<00:00,  2.76it/s]\nEpoch 0: |          | 7803/? [47:06<00:00,  2.76it/s]\nEpoch 0: |          | 7803/? [47:06<00:00,  2.76it/s]\nEpoch 0: |          | 7804/? [47:06<00:00,  2.76it/s]\nEpoch 0: |          | 7804/? [47:06<00:00,  2.76it/s]\nEpoch 0: |          | 7805/? [47:06<00:00,  2.76it/s]\nEpoch 0: |          | 7805/? [47:06<00:00,  2.76it/s]\nEpoch 0: |          | 7806/? [47:06<00:00,  2.76it/s]\nEpoch 0: |          | 7806/? [47:06<00:00,  2.76it/s]\nEpoch 0: |          | 7807/? [47:07<00:00,  2.76it/s]\nEpoch 0: |          | 7807/? [47:07<00:00,  2.76it/s]\nEpoch 0: |          | 7808/? [47:07<00:00,  2.76it/s]\nEpoch 0: |          | 7808/? [47:07<00:00,  2.76it/s]\nEpoch 0: |          | 7809/? [47:07<00:00,  2.76it/s]\nEpoch 0: |          | 7809/? [47:07<00:00,  2.76it/s]\nEpoch 0: |          | 7810/? [47:08<00:00,  2.76it/s]\nEpoch 0: |          | 7810/? [47:08<00:00,  2.76it/s]\nEpoch 0: |          | 7811/? [47:08<00:00,  2.76it/s]\nEpoch 0: |          | 7811/? [47:08<00:00,  2.76it/s]\nEpoch 0: |          | 7812/? [47:08<00:00,  2.76it/s]\nEpoch 0: |          | 7812/? [47:08<00:00,  2.76it/s]\nEpoch 0: |          | 7813/? [47:08<00:00,  2.76it/s]\nEpoch 0: |          | 7813/? [47:08<00:00,  2.76it/s]\nEpoch 0: |          | 7814/? [47:09<00:00,  2.76it/s]\nEpoch 0: |          | 7814/? [47:09<00:00,  2.76it/s]\nEpoch 0: |          | 7815/? [47:09<00:00,  2.76it/s]\nEpoch 0: |          | 7815/? [47:09<00:00,  2.76it/s]\nEpoch 0: |          | 7816/? [47:09<00:00,  2.76it/s]\nEpoch 0: |          | 7816/? [47:09<00:00,  2.76it/s]\nEpoch 0: |          | 7817/? [47:10<00:00,  2.76it/s]\nEpoch 0: |          | 7817/? [47:10<00:00,  2.76it/s]\nEpoch 0: |          | 7818/? [47:10<00:00,  2.76it/s]\nEpoch 0: |          | 7818/? [47:10<00:00,  2.76it/s]\nEpoch 0: |          | 7819/? [47:10<00:00,  2.76it/s]\nEpoch 0: |          | 7819/? [47:10<00:00,  2.76it/s]\nEpoch 0: |          | 7820/? [47:10<00:00,  2.76it/s]\nEpoch 0: |          | 7820/? [47:10<00:00,  2.76it/s]\nEpoch 0: |          | 7821/? [47:11<00:00,  2.76it/s]\nEpoch 0: |          | 7821/? [47:11<00:00,  2.76it/s]\nEpoch 0: |          | 7822/? [47:11<00:00,  2.76it/s]\nEpoch 0: |          | 7822/? [47:11<00:00,  2.76it/s]\nEpoch 0: |          | 7823/? [47:11<00:00,  2.76it/s]\nEpoch 0: |          | 7823/? [47:11<00:00,  2.76it/s]\nEpoch 0: |          | 7824/? [47:12<00:00,  2.76it/s]\nEpoch 0: |          | 7824/? [47:12<00:00,  2.76it/s]\nEpoch 0: |          | 7825/? [47:12<00:00,  2.76it/s]\nEpoch 0: |          | 7825/? [47:12<00:00,  2.76it/s]\nEpoch 0: |          | 7826/? [47:12<00:00,  2.76it/s]\nEpoch 0: |          | 7826/? [47:12<00:00,  2.76it/s]\nEpoch 0: |          | 7827/? [47:12<00:00,  2.76it/s]\nEpoch 0: |          | 7827/? [47:12<00:00,  2.76it/s]\nEpoch 0: |          | 7828/? [47:13<00:00,  2.76it/s]\nEpoch 0: |          | 7828/? [47:13<00:00,  2.76it/s]\nEpoch 0: |          | 7829/? [47:13<00:00,  2.76it/s]\nEpoch 0: |          | 7829/? [47:13<00:00,  2.76it/s]\nEpoch 0: |          | 7830/? [47:13<00:00,  2.76it/s]\nEpoch 0: |          | 7830/? [47:13<00:00,  2.76it/s]\nEpoch 0: |          | 7831/? [47:14<00:00,  2.76it/s]\nEpoch 0: |          | 7831/? [47:14<00:00,  2.76it/s]\nEpoch 0: |          | 7832/? [47:14<00:00,  2.76it/s]\nEpoch 0: |          | 7832/? [47:14<00:00,  2.76it/s]\nEpoch 0: |          | 7833/? [47:14<00:00,  2.76it/s]\nEpoch 0: |          | 7833/? [47:14<00:00,  2.76it/s]\nEpoch 0: |          | 7834/? [47:14<00:00,  2.76it/s]\nEpoch 0: |          | 7834/? [47:14<00:00,  2.76it/s]\nEpoch 0: |          | 7835/? [47:15<00:00,  2.76it/s]\nEpoch 0: |          | 7835/? [47:15<00:00,  2.76it/s]\nEpoch 0: |          | 7836/? [47:15<00:00,  2.76it/s]\nEpoch 0: |          | 7836/? [47:15<00:00,  2.76it/s]\nEpoch 0: |          | 7837/? [47:15<00:00,  2.76it/s]\nEpoch 0: |          | 7837/? [47:15<00:00,  2.76it/s]\nEpoch 0: |          | 7838/? [47:15<00:00,  2.76it/s]\nEpoch 0: |          | 7838/? [47:15<00:00,  2.76it/s]\nEpoch 0: |          | 7839/? [47:16<00:00,  2.76it/s]\nEpoch 0: |          | 7839/? [47:16<00:00,  2.76it/s]\nEpoch 0: |          | 7840/? [47:16<00:00,  2.76it/s]\nEpoch 0: |          | 7840/? [47:16<00:00,  2.76it/s]\nEpoch 0: |          | 7841/? [47:16<00:00,  2.76it/s]\nEpoch 0: |          | 7841/? [47:16<00:00,  2.76it/s]\nEpoch 0: |          | 7842/? [47:17<00:00,  2.76it/s]\nEpoch 0: |          | 7842/? [47:17<00:00,  2.76it/s]\nEpoch 0: |          | 7843/? [47:17<00:00,  2.76it/s]\nEpoch 0: |          | 7843/? [47:17<00:00,  2.76it/s]\nEpoch 0: |          | 7844/? [47:17<00:00,  2.76it/s]\nEpoch 0: |          | 7844/? [47:17<00:00,  2.76it/s]\nEpoch 0: |          | 7845/? [47:17<00:00,  2.76it/s]\nEpoch 0: |          | 7845/? [47:17<00:00,  2.76it/s]\nEpoch 0: |          | 7846/? [47:18<00:00,  2.76it/s]\nEpoch 0: |          | 7846/? [47:18<00:00,  2.76it/s]\nEpoch 0: |          | 7847/? [47:18<00:00,  2.76it/s]\nEpoch 0: |          | 7847/? [47:18<00:00,  2.76it/s]\nEpoch 0: |          | 7848/? [47:18<00:00,  2.76it/s]\nEpoch 0: |          | 7848/? [47:18<00:00,  2.76it/s]\nEpoch 0: |          | 7849/? [47:19<00:00,  2.76it/s]\nEpoch 0: |          | 7849/? [47:19<00:00,  2.76it/s]\nEpoch 0: |          | 7850/? [47:19<00:00,  2.76it/s]\nEpoch 0: |          | 7850/? [47:19<00:00,  2.76it/s]\nEpoch 0: |          | 7851/? [47:19<00:00,  2.76it/s]\nEpoch 0: |          | 7851/? [47:19<00:00,  2.76it/s]\nEpoch 0: |          | 7852/? [47:19<00:00,  2.76it/s]\nEpoch 0: |          | 7852/? [47:19<00:00,  2.76it/s]\nEpoch 0: |          | 7853/? [47:20<00:00,  2.76it/s]\nEpoch 0: |          | 7853/? [47:20<00:00,  2.76it/s]\nEpoch 0: |          | 7854/? [47:20<00:00,  2.77it/s]\nEpoch 0: |          | 7854/? [47:20<00:00,  2.77it/s]\nEpoch 0: |          | 7855/? [47:20<00:00,  2.77it/s]\nEpoch 0: |          | 7855/? [47:20<00:00,  2.77it/s]\nEpoch 0: |          | 7856/? [47:21<00:00,  2.77it/s]\nEpoch 0: |          | 7856/? [47:21<00:00,  2.77it/s]\nEpoch 0: |          | 7857/? [47:21<00:00,  2.77it/s]\nEpoch 0: |          | 7857/? [47:21<00:00,  2.77it/s]\nEpoch 0: |          | 7858/? [47:21<00:00,  2.77it/s]\nEpoch 0: |          | 7858/? [47:21<00:00,  2.77it/s]\nEpoch 0: |          | 7859/? [47:21<00:00,  2.77it/s]\nEpoch 0: |          | 7859/? [47:21<00:00,  2.77it/s]\nEpoch 0: |          | 7860/? [47:22<00:00,  2.77it/s]\nEpoch 0: |          | 7860/? [47:22<00:00,  2.77it/s]\nEpoch 0: |          | 7861/? [47:22<00:00,  2.77it/s]\nEpoch 0: |          | 7861/? [47:22<00:00,  2.77it/s]\nEpoch 0: |          | 7862/? [47:22<00:00,  2.77it/s]\nEpoch 0: |          | 7862/? [47:22<00:00,  2.77it/s]\nEpoch 0: |          | 7863/? [47:23<00:00,  2.77it/s]\nEpoch 0: |          | 7863/? [47:23<00:00,  2.77it/s]\nEpoch 0: |          | 7864/? [47:23<00:00,  2.77it/s]\nEpoch 0: |          | 7864/? [47:23<00:00,  2.77it/s]\nEpoch 0: |          | 7865/? [47:23<00:00,  2.77it/s]\nEpoch 0: |          | 7865/? [47:23<00:00,  2.77it/s]\nEpoch 0: |          | 7866/? [47:23<00:00,  2.77it/s]\nEpoch 0: |          | 7866/? [47:23<00:00,  2.77it/s]\nEpoch 0: |          | 7867/? [47:24<00:00,  2.77it/s]\nEpoch 0: |          | 7867/? [47:24<00:00,  2.77it/s]\nEpoch 0: |          | 7868/? [47:24<00:00,  2.77it/s]\nEpoch 0: |          | 7868/? [47:24<00:00,  2.77it/s]\nEpoch 0: |          | 7869/? [47:24<00:00,  2.77it/s]\nEpoch 0: |          | 7869/? [47:24<00:00,  2.77it/s]\nEpoch 0: |          | 7870/? [47:25<00:00,  2.77it/s]\nEpoch 0: |          | 7870/? [47:25<00:00,  2.77it/s]\nEpoch 0: |          | 7871/? [47:25<00:00,  2.77it/s]\nEpoch 0: |          | 7871/? [47:25<00:00,  2.77it/s]\nEpoch 0: |          | 7872/? [47:25<00:00,  2.77it/s]\nEpoch 0: |          | 7872/? [47:25<00:00,  2.77it/s]\nEpoch 0: |          | 7873/? [47:25<00:00,  2.77it/s]\nEpoch 0: |          | 7873/? [47:25<00:00,  2.77it/s]\nEpoch 0: |          | 7874/? [47:26<00:00,  2.77it/s]\nEpoch 0: |          | 7874/? [47:26<00:00,  2.77it/s]\nEpoch 0: |          | 7875/? [47:26<00:00,  2.77it/s]\nEpoch 0: |          | 7875/? [47:26<00:00,  2.77it/s]\nEpoch 0: |          | 7876/? [47:26<00:00,  2.77it/s]\nEpoch 0: |          | 7876/? [47:26<00:00,  2.77it/s]\nEpoch 0: |          | 7877/? [47:27<00:00,  2.77it/s]\nEpoch 0: |          | 7877/? [47:27<00:00,  2.77it/s]\nEpoch 0: |          | 7878/? [47:27<00:00,  2.77it/s]\nEpoch 0: |          | 7878/? [47:27<00:00,  2.77it/s]\nEpoch 0: |          | 7879/? [47:27<00:00,  2.77it/s]\nEpoch 0: |          | 7879/? [47:27<00:00,  2.77it/s]\nEpoch 0: |          | 7880/? [47:27<00:00,  2.77it/s]\nEpoch 0: |          | 7880/? [47:27<00:00,  2.77it/s]\nEpoch 0: |          | 7881/? [47:28<00:00,  2.77it/s]\nEpoch 0: |          | 7881/? [47:28<00:00,  2.77it/s]\nEpoch 0: |          | 7882/? [47:28<00:00,  2.77it/s]\nEpoch 0: |          | 7882/? [47:28<00:00,  2.77it/s]\nEpoch 0: |          | 7883/? [47:28<00:00,  2.77it/s]\nEpoch 0: |          | 7883/? [47:28<00:00,  2.77it/s]\nEpoch 0: |          | 7884/? [47:29<00:00,  2.77it/s]\nEpoch 0: |          | 7884/? [47:29<00:00,  2.77it/s]\nEpoch 0: |          | 7885/? [47:29<00:00,  2.77it/s]\nEpoch 0: |          | 7885/? [47:29<00:00,  2.77it/s]\nEpoch 0: |          | 7886/? [47:29<00:00,  2.77it/s]\nEpoch 0: |          | 7886/? [47:29<00:00,  2.77it/s]\nEpoch 0: |          | 7887/? [47:29<00:00,  2.77it/s]\nEpoch 0: |          | 7887/? [47:29<00:00,  2.77it/s]\nEpoch 0: |          | 7888/? [47:30<00:00,  2.77it/s]\nEpoch 0: |          | 7888/? [47:30<00:00,  2.77it/s]\nEpoch 0: |          | 7889/? [47:30<00:00,  2.77it/s]\nEpoch 0: |          | 7889/? [47:30<00:00,  2.77it/s]\nEpoch 0: |          | 7890/? [47:30<00:00,  2.77it/s]\nEpoch 0: |          | 7890/? [47:30<00:00,  2.77it/s]\nEpoch 0: |          | 7891/? [47:31<00:00,  2.77it/s]\nEpoch 0: |          | 7891/? [47:31<00:00,  2.77it/s]\nEpoch 0: |          | 7892/? [47:31<00:00,  2.77it/s]\nEpoch 0: |          | 7892/? [47:31<00:00,  2.77it/s]\nEpoch 0: |          | 7893/? [47:31<00:00,  2.77it/s]\nEpoch 0: |          | 7893/? [47:31<00:00,  2.77it/s]\nEpoch 0: |          | 7894/? [47:31<00:00,  2.77it/s]\nEpoch 0: |          | 7894/? [47:31<00:00,  2.77it/s]\nEpoch 0: |          | 7895/? [47:32<00:00,  2.77it/s]\nEpoch 0: |          | 7895/? [47:32<00:00,  2.77it/s]\nEpoch 0: |          | 7896/? [47:32<00:00,  2.77it/s]\nEpoch 0: |          | 7896/? [47:32<00:00,  2.77it/s]\nEpoch 0: |          | 7897/? [47:32<00:00,  2.77it/s]\nEpoch 0: |          | 7897/? [47:32<00:00,  2.77it/s]\nEpoch 0: |          | 7898/? [47:33<00:00,  2.77it/s]\nEpoch 0: |          | 7898/? [47:33<00:00,  2.77it/s]\nEpoch 0: |          | 7899/? [47:33<00:00,  2.77it/s]\nEpoch 0: |          | 7899/? [47:33<00:00,  2.77it/s]\nEpoch 0: |          | 7900/? [47:33<00:00,  2.77it/s]\nEpoch 0: |          | 7900/? [47:33<00:00,  2.77it/s]\nEpoch 0: |          | 7901/? [47:33<00:00,  2.77it/s]\nEpoch 0: |          | 7901/? [47:33<00:00,  2.77it/s]\nEpoch 0: |          | 7902/? [47:34<00:00,  2.77it/s]\nEpoch 0: |          | 7902/? [47:34<00:00,  2.77it/s]\nEpoch 0: |          | 7903/? [47:34<00:00,  2.77it/s]\nEpoch 0: |          | 7903/? [47:34<00:00,  2.77it/s]\nEpoch 0: |          | 7904/? [47:34<00:00,  2.77it/s]\nEpoch 0: |          | 7904/? [47:34<00:00,  2.77it/s]\nEpoch 0: |          | 7905/? [47:34<00:00,  2.77it/s]\nEpoch 0: |          | 7905/? [47:34<00:00,  2.77it/s]\nEpoch 0: |          | 7906/? [47:35<00:00,  2.77it/s]\nEpoch 0: |          | 7906/? [47:35<00:00,  2.77it/s]\nEpoch 0: |          | 7907/? [47:35<00:00,  2.77it/s]\nEpoch 0: |          | 7907/? [47:35<00:00,  2.77it/s]\nEpoch 0: |          | 7908/? [47:35<00:00,  2.77it/s]\nEpoch 0: |          | 7908/? [47:35<00:00,  2.77it/s]\nEpoch 0: |          | 7909/? [47:36<00:00,  2.77it/s]\nEpoch 0: |          | 7909/? [47:36<00:00,  2.77it/s]\nEpoch 0: |          | 7910/? [47:36<00:00,  2.77it/s]\nEpoch 0: |          | 7910/? [47:36<00:00,  2.77it/s]\nEpoch 0: |          | 7911/? [47:36<00:00,  2.77it/s]\nEpoch 0: |          | 7911/? [47:36<00:00,  2.77it/s]\nEpoch 0: |          | 7912/? [47:36<00:00,  2.77it/s]\nEpoch 0: |          | 7912/? [47:36<00:00,  2.77it/s]\nEpoch 0: |          | 7913/? [47:37<00:00,  2.77it/s]\nEpoch 0: |          | 7913/? [47:37<00:00,  2.77it/s]\nEpoch 0: |          | 7914/? [47:37<00:00,  2.77it/s]\nEpoch 0: |          | 7914/? [47:37<00:00,  2.77it/s]\nEpoch 0: |          | 7915/? [47:37<00:00,  2.77it/s]\nEpoch 0: |          | 7915/? [47:37<00:00,  2.77it/s]\nEpoch 0: |          | 7916/? [47:38<00:00,  2.77it/s]\nEpoch 0: |          | 7916/? [47:38<00:00,  2.77it/s]\nEpoch 0: |          | 7917/? [47:38<00:00,  2.77it/s]\nEpoch 0: |          | 7917/? [47:38<00:00,  2.77it/s]\nEpoch 0: |          | 7918/? [47:38<00:00,  2.77it/s]\nEpoch 0: |          | 7918/? [47:38<00:00,  2.77it/s]\nEpoch 0: |          | 7919/? [47:38<00:00,  2.77it/s]\nEpoch 0: |          | 7919/? [47:38<00:00,  2.77it/s]\nEpoch 0: |          | 7920/? [47:39<00:00,  2.77it/s]\nEpoch 0: |          | 7920/? [47:39<00:00,  2.77it/s]\nEpoch 0: |          | 7921/? [47:39<00:00,  2.77it/s]\nEpoch 0: |          | 7921/? [47:39<00:00,  2.77it/s]\nEpoch 0: |          | 7922/? [47:39<00:00,  2.77it/s]\nEpoch 0: |          | 7922/? [47:39<00:00,  2.77it/s]\nEpoch 0: |          | 7923/? [47:40<00:00,  2.77it/s]\nEpoch 0: |          | 7923/? [47:40<00:00,  2.77it/s]\nEpoch 0: |          | 7924/? [47:40<00:00,  2.77it/s]\nEpoch 0: |          | 7924/? [47:40<00:00,  2.77it/s]\nEpoch 0: |          | 7925/? [47:40<00:00,  2.77it/s]\nEpoch 0: |          | 7925/? [47:40<00:00,  2.77it/s]\nEpoch 0: |          | 7926/? [47:40<00:00,  2.77it/s]\nEpoch 0: |          | 7926/? [47:40<00:00,  2.77it/s]\nEpoch 0: |          | 7927/? [47:41<00:00,  2.77it/s]\nEpoch 0: |          | 7927/? [47:41<00:00,  2.77it/s]\nEpoch 0: |          | 7928/? [47:41<00:00,  2.77it/s]\nEpoch 0: |          | 7928/? [47:41<00:00,  2.77it/s]\nEpoch 0: |          | 7929/? [47:41<00:00,  2.77it/s]\nEpoch 0: |          | 7929/? [47:41<00:00,  2.77it/s]\nEpoch 0: |          | 7930/? [47:42<00:00,  2.77it/s]\nEpoch 0: |          | 7930/? [47:42<00:00,  2.77it/s]\nEpoch 0: |          | 7931/? [47:42<00:00,  2.77it/s]\nEpoch 0: |          | 7931/? [47:42<00:00,  2.77it/s]\nEpoch 0: |          | 7932/? [47:42<00:00,  2.77it/s]\nEpoch 0: |          | 7932/? [47:42<00:00,  2.77it/s]\nEpoch 0: |          | 7933/? [47:42<00:00,  2.77it/s]\nEpoch 0: |          | 7933/? [47:42<00:00,  2.77it/s]\nEpoch 0: |          | 7934/? [47:43<00:00,  2.77it/s]\nEpoch 0: |          | 7934/? [47:43<00:00,  2.77it/s]\nEpoch 0: |          | 7935/? [47:43<00:00,  2.77it/s]\nEpoch 0: |          | 7935/? [47:43<00:00,  2.77it/s]\nEpoch 0: |          | 7936/? [47:43<00:00,  2.77it/s]\nEpoch 0: |          | 7936/? [47:43<00:00,  2.77it/s]\nEpoch 0: |          | 7937/? [47:43<00:00,  2.77it/s]\nEpoch 0: |          | 7937/? [47:43<00:00,  2.77it/s]\nEpoch 0: |          | 7938/? [47:44<00:00,  2.77it/s]\nEpoch 0: |          | 7938/? [47:44<00:00,  2.77it/s]\nEpoch 0: |          | 7939/? [47:44<00:00,  2.77it/s]\nEpoch 0: |          | 7939/? [47:44<00:00,  2.77it/s]\nEpoch 0: |          | 7940/? [47:44<00:00,  2.77it/s]\nEpoch 0: |          | 7940/? [47:44<00:00,  2.77it/s]\nEpoch 0: |          | 7941/? [47:45<00:00,  2.77it/s]\nEpoch 0: |          | 7941/? [47:45<00:00,  2.77it/s]\nEpoch 0: |          | 7942/? [47:45<00:00,  2.77it/s]\nEpoch 0: |          | 7942/? [47:45<00:00,  2.77it/s]\nEpoch 0: |          | 7943/? [47:45<00:00,  2.77it/s]\nEpoch 0: |          | 7943/? [47:45<00:00,  2.77it/s]\nEpoch 0: |          | 7944/? [47:45<00:00,  2.77it/s]\nEpoch 0: |          | 7944/? [47:45<00:00,  2.77it/s]\nEpoch 0: |          | 7945/? [47:46<00:00,  2.77it/s]\nEpoch 0: |          | 7945/? [47:46<00:00,  2.77it/s]\nEpoch 0: |          | 7946/? [47:46<00:00,  2.77it/s]\nEpoch 0: |          | 7946/? [47:46<00:00,  2.77it/s]\nEpoch 0: |          | 7947/? [47:46<00:00,  2.77it/s]\nEpoch 0: |          | 7947/? [47:46<00:00,  2.77it/s]\nEpoch 0: |          | 7948/? [47:47<00:00,  2.77it/s]\nEpoch 0: |          | 7948/? [47:47<00:00,  2.77it/s]\nEpoch 0: |          | 7949/? [47:47<00:00,  2.77it/s]\nEpoch 0: |          | 7949/? [47:47<00:00,  2.77it/s]\nEpoch 0: |          | 7950/? [47:47<00:00,  2.77it/s]\nEpoch 0: |          | 7950/? [47:47<00:00,  2.77it/s]\nEpoch 0: |          | 7951/? [47:47<00:00,  2.77it/s]\nEpoch 0: |          | 7951/? [47:47<00:00,  2.77it/s]\nEpoch 0: |          | 7952/? [47:48<00:00,  2.77it/s]\nEpoch 0: |          | 7952/? [47:48<00:00,  2.77it/s]\nEpoch 0: |          | 7953/? [47:48<00:00,  2.77it/s]\nEpoch 0: |          | 7953/? [47:48<00:00,  2.77it/s]\nEpoch 0: |          | 7954/? [47:48<00:00,  2.77it/s]\nEpoch 0: |          | 7954/? [47:48<00:00,  2.77it/s]\nEpoch 0: |          | 7955/? [47:49<00:00,  2.77it/s]\nEpoch 0: |          | 7955/? [47:49<00:00,  2.77it/s]\nEpoch 0: |          | 7956/? [47:49<00:00,  2.77it/s]\nEpoch 0: |          | 7956/? [47:49<00:00,  2.77it/s]\nEpoch 0: |          | 7957/? [47:49<00:00,  2.77it/s]\nEpoch 0: |          | 7957/? [47:49<00:00,  2.77it/s]\nEpoch 0: |          | 7958/? [47:49<00:00,  2.77it/s]\nEpoch 0: |          | 7958/? [47:49<00:00,  2.77it/s]\nEpoch 0: |          | 7959/? [47:50<00:00,  2.77it/s]\nEpoch 0: |          | 7959/? [47:50<00:00,  2.77it/s]\nEpoch 0: |          | 7960/? [47:50<00:00,  2.77it/s]\nEpoch 0: |          | 7960/? [47:50<00:00,  2.77it/s]\nEpoch 0: |          | 7961/? [47:50<00:00,  2.77it/s]\nEpoch 0: |          | 7961/? [47:50<00:00,  2.77it/s]\nEpoch 0: |          | 7962/? [47:51<00:00,  2.77it/s]\nEpoch 0: |          | 7962/? [47:51<00:00,  2.77it/s]\nEpoch 0: |          | 7963/? [47:51<00:00,  2.77it/s]\nEpoch 0: |          | 7963/? [47:51<00:00,  2.77it/s]\nEpoch 0: |          | 7964/? [47:51<00:00,  2.77it/s]\nEpoch 0: |          | 7964/? [47:51<00:00,  2.77it/s]\nEpoch 0: |          | 7965/? [47:51<00:00,  2.77it/s]\nEpoch 0: |          | 7965/? [47:51<00:00,  2.77it/s]\nEpoch 0: |          | 7966/? [47:52<00:00,  2.77it/s]\nEpoch 0: |          | 7966/? [47:52<00:00,  2.77it/s]\nEpoch 0: |          | 7967/? [47:52<00:00,  2.77it/s]\nEpoch 0: |          | 7967/? [47:52<00:00,  2.77it/s]\nEpoch 0: |          | 7968/? [47:52<00:00,  2.77it/s]\nEpoch 0: |          | 7968/? [47:52<00:00,  2.77it/s]\nEpoch 0: |          | 7969/? [47:53<00:00,  2.77it/s]\nEpoch 0: |          | 7969/? [47:53<00:00,  2.77it/s]\nEpoch 0: |          | 7970/? [47:53<00:00,  2.77it/s]\nEpoch 0: |          | 7970/? [47:53<00:00,  2.77it/s]\nEpoch 0: |          | 7971/? [47:53<00:00,  2.77it/s]\nEpoch 0: |          | 7971/? [47:53<00:00,  2.77it/s]\nEpoch 0: |          | 7972/? [47:53<00:00,  2.77it/s]\nEpoch 0: |          | 7972/? [47:53<00:00,  2.77it/s]\nEpoch 0: |          | 7973/? [47:54<00:00,  2.77it/s]\nEpoch 0: |          | 7973/? [47:54<00:00,  2.77it/s]\nEpoch 0: |          | 7974/? [47:54<00:00,  2.77it/s]\nEpoch 0: |          | 7974/? [47:54<00:00,  2.77it/s]\nEpoch 0: |          | 7975/? [47:54<00:00,  2.77it/s]\nEpoch 0: |          | 7975/? [47:54<00:00,  2.77it/s]\nEpoch 0: |          | 7976/? [47:55<00:00,  2.77it/s]\nEpoch 0: |          | 7976/? [47:55<00:00,  2.77it/s]\nEpoch 0: |          | 7977/? [47:55<00:00,  2.77it/s]\nEpoch 0: |          | 7977/? [47:55<00:00,  2.77it/s]\nEpoch 0: |          | 7978/? [47:55<00:00,  2.77it/s]\nEpoch 0: |          | 7978/? [47:55<00:00,  2.77it/s]\nEpoch 0: |          | 7979/? [47:55<00:00,  2.77it/s]\nEpoch 0: |          | 7979/? [47:55<00:00,  2.77it/s]\nEpoch 0: |          | 7980/? [47:56<00:00,  2.77it/s]\nEpoch 0: |          | 7980/? [47:56<00:00,  2.77it/s]\nEpoch 0: |          | 7981/? [47:56<00:00,  2.77it/s]\nEpoch 0: |          | 7981/? [47:56<00:00,  2.77it/s]\nEpoch 0: |          | 7982/? [47:56<00:00,  2.77it/s]\nEpoch 0: |          | 7982/? [47:56<00:00,  2.77it/s]\nEpoch 0: |          | 7983/? [47:57<00:00,  2.77it/s]\nEpoch 0: |          | 7983/? [47:57<00:00,  2.77it/s]\nEpoch 0: |          | 7984/? [47:57<00:00,  2.77it/s]\nEpoch 0: |          | 7984/? [47:57<00:00,  2.77it/s]\nEpoch 0: |          | 7985/? [47:57<00:00,  2.77it/s]\nEpoch 0: |          | 7985/? [47:57<00:00,  2.77it/s]\nEpoch 0: |          | 7986/? [47:57<00:00,  2.77it/s]\nEpoch 0: |          | 7986/? [47:57<00:00,  2.77it/s]\nEpoch 0: |          | 7987/? [47:58<00:00,  2.78it/s]\nEpoch 0: |          | 7987/? [47:58<00:00,  2.78it/s]\nEpoch 0: |          | 7988/? [47:58<00:00,  2.78it/s]\nEpoch 0: |          | 7988/? [47:58<00:00,  2.78it/s]\nEpoch 0: |          | 7989/? [47:58<00:00,  2.78it/s]\nEpoch 0: |          | 7989/? [47:58<00:00,  2.78it/s]\nEpoch 0: |          | 7990/? [47:59<00:00,  2.78it/s]\nEpoch 0: |          | 7990/? [47:59<00:00,  2.78it/s]\nEpoch 0: |          | 7991/? [47:59<00:00,  2.78it/s]\nEpoch 0: |          | 7991/? [47:59<00:00,  2.78it/s]\nEpoch 0: |          | 7992/? [47:59<00:00,  2.78it/s]\nEpoch 0: |          | 7992/? [47:59<00:00,  2.78it/s]\nEpoch 0: |          | 7993/? [47:59<00:00,  2.78it/s]\nEpoch 0: |          | 7993/? [47:59<00:00,  2.78it/s]\nEpoch 0: |          | 7994/? [48:00<00:00,  2.78it/s]\nEpoch 0: |          | 7994/? [48:00<00:00,  2.78it/s]\nEpoch 0: |          | 7995/? [48:00<00:00,  2.78it/s]\nEpoch 0: |          | 7995/? [48:00<00:00,  2.78it/s]\nEpoch 0: |          | 7996/? [48:00<00:00,  2.78it/s]\nEpoch 0: |          | 7996/? [48:00<00:00,  2.78it/s]\nEpoch 0: |          | 7997/? [48:00<00:00,  2.78it/s]\nEpoch 0: |          | 7997/? [48:00<00:00,  2.78it/s]\nEpoch 0: |          | 7998/? [48:01<00:00,  2.78it/s]\nEpoch 0: |          | 7998/? [48:01<00:00,  2.78it/s]\nEpoch 0: |          | 7999/? [48:01<00:00,  2.78it/s]\nEpoch 0: |          | 7999/? [48:01<00:00,  2.78it/s]\nEpoch 0: |          | 8000/? [48:01<00:00,  2.78it/s]\nEpoch 0: |          | 8000/? [48:01<00:00,  2.78it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.34it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.22it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.33it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.44it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 8000/? [48:02<00:00,  2.78it/s]\nEpoch 0: |          | 8001/? [48:02<00:00,  2.78it/s]\nEpoch 0: |          | 8001/? [48:02<00:00,  2.78it/s]\nEpoch 0: |          | 8002/? [48:02<00:00,  2.78it/s]\nEpoch 0: |          | 8002/? [48:02<00:00,  2.78it/s]\nEpoch 0: |          | 8003/? [48:03<00:00,  2.78it/s]\nEpoch 0: |          | 8003/? [48:03<00:00,  2.78it/s]\nEpoch 0: |          | 8004/? [48:03<00:00,  2.78it/s]\nEpoch 0: |          | 8004/? [48:03<00:00,  2.78it/s]\nEpoch 0: |          | 8005/? [48:03<00:00,  2.78it/s]\nEpoch 0: |          | 8005/? [48:03<00:00,  2.78it/s]\nEpoch 0: |          | 8006/? [48:03<00:00,  2.78it/s]\nEpoch 0: |          | 8006/? [48:03<00:00,  2.78it/s]\nEpoch 0: |          | 8007/? [48:04<00:00,  2.78it/s]\nEpoch 0: |          | 8007/? [48:04<00:00,  2.78it/s]\nEpoch 0: |          | 8008/? [48:04<00:00,  2.78it/s]\nEpoch 0: |          | 8008/? [48:04<00:00,  2.78it/s]\nEpoch 0: |          | 8009/? [48:04<00:00,  2.78it/s]\nEpoch 0: |          | 8009/? [48:04<00:00,  2.78it/s]\nEpoch 0: |          | 8010/? [48:05<00:00,  2.78it/s]\nEpoch 0: |          | 8010/? [48:05<00:00,  2.78it/s]\nEpoch 0: |          | 8011/? [48:05<00:00,  2.78it/s]\nEpoch 0: |          | 8011/? [48:05<00:00,  2.78it/s]\nEpoch 0: |          | 8012/? [48:05<00:00,  2.78it/s]\nEpoch 0: |          | 8012/? [48:05<00:00,  2.78it/s]\nEpoch 0: |          | 8013/? [48:05<00:00,  2.78it/s]\nEpoch 0: |          | 8013/? [48:05<00:00,  2.78it/s]\nEpoch 0: |          | 8014/? [48:06<00:00,  2.78it/s]\nEpoch 0: |          | 8014/? [48:06<00:00,  2.78it/s]\nEpoch 0: |          | 8015/? [48:06<00:00,  2.78it/s]\nEpoch 0: |          | 8015/? [48:06<00:00,  2.78it/s]\nEpoch 0: |          | 8016/? [48:06<00:00,  2.78it/s]\nEpoch 0: |          | 8016/? [48:06<00:00,  2.78it/s]\nEpoch 0: |          | 8017/? [48:07<00:00,  2.78it/s]\nEpoch 0: |          | 8017/? [48:07<00:00,  2.78it/s]\nEpoch 0: |          | 8018/? [48:07<00:00,  2.78it/s]\nEpoch 0: |          | 8018/? [48:07<00:00,  2.78it/s]\nEpoch 0: |          | 8019/? [48:07<00:00,  2.78it/s]\nEpoch 0: |          | 8019/? [48:07<00:00,  2.78it/s]\nEpoch 0: |          | 8020/? [48:07<00:00,  2.78it/s]\nEpoch 0: |          | 8020/? [48:07<00:00,  2.78it/s]\nEpoch 0: |          | 8021/? [48:08<00:00,  2.78it/s]\nEpoch 0: |          | 8021/? [48:08<00:00,  2.78it/s]\nEpoch 0: |          | 8022/? [48:08<00:00,  2.78it/s]\nEpoch 0: |          | 8022/? [48:08<00:00,  2.78it/s]\nEpoch 0: |          | 8023/? [48:08<00:00,  2.78it/s]\nEpoch 0: |          | 8023/? [48:08<00:00,  2.78it/s]\nEpoch 0: |          | 8024/? [48:09<00:00,  2.78it/s]\nEpoch 0: |          | 8024/? [48:09<00:00,  2.78it/s]\nEpoch 0: |          | 8025/? [48:09<00:00,  2.78it/s]\nEpoch 0: |          | 8025/? [48:09<00:00,  2.78it/s]\nEpoch 0: |          | 8026/? [48:09<00:00,  2.78it/s]\nEpoch 0: |          | 8026/? [48:09<00:00,  2.78it/s]\nEpoch 0: |          | 8027/? [48:09<00:00,  2.78it/s]\nEpoch 0: |          | 8027/? [48:09<00:00,  2.78it/s]\nEpoch 0: |          | 8028/? [48:10<00:00,  2.78it/s]\nEpoch 0: |          | 8028/? [48:10<00:00,  2.78it/s]\nEpoch 0: |          | 8029/? [48:10<00:00,  2.78it/s]\nEpoch 0: |          | 8029/? [48:10<00:00,  2.78it/s]\nEpoch 0: |          | 8030/? [48:10<00:00,  2.78it/s]\nEpoch 0: |          | 8030/? [48:10<00:00,  2.78it/s]\nEpoch 0: |          | 8031/? [48:10<00:00,  2.78it/s]\nEpoch 0: |          | 8031/? [48:10<00:00,  2.78it/s]\nEpoch 0: |          | 8032/? [48:11<00:00,  2.78it/s]\nEpoch 0: |          | 8032/? [48:11<00:00,  2.78it/s]\nEpoch 0: |          | 8033/? [48:11<00:00,  2.78it/s]\nEpoch 0: |          | 8033/? [48:11<00:00,  2.78it/s]\nEpoch 0: |          | 8034/? [48:11<00:00,  2.78it/s]\nEpoch 0: |          | 8034/? [48:11<00:00,  2.78it/s]\nEpoch 0: |          | 8035/? [48:12<00:00,  2.78it/s]\nEpoch 0: |          | 8035/? [48:12<00:00,  2.78it/s]\nEpoch 0: |          | 8036/? [48:12<00:00,  2.78it/s]\nEpoch 0: |          | 8036/? [48:12<00:00,  2.78it/s]\nEpoch 0: |          | 8037/? [48:12<00:00,  2.78it/s]\nEpoch 0: |          | 8037/? [48:12<00:00,  2.78it/s]\nEpoch 0: |          | 8038/? [48:12<00:00,  2.78it/s]\nEpoch 0: |          | 8038/? [48:12<00:00,  2.78it/s]\nEpoch 0: |          | 8039/? [48:13<00:00,  2.78it/s]\nEpoch 0: |          | 8039/? [48:13<00:00,  2.78it/s]\nEpoch 0: |          | 8040/? [48:13<00:00,  2.78it/s]\nEpoch 0: |          | 8040/? [48:13<00:00,  2.78it/s]\nEpoch 0: |          | 8041/? [48:13<00:00,  2.78it/s]\nEpoch 0: |          | 8041/? [48:13<00:00,  2.78it/s]\nEpoch 0: |          | 8042/? [48:14<00:00,  2.78it/s]\nEpoch 0: |          | 8042/? [48:14<00:00,  2.78it/s]\nEpoch 0: |          | 8043/? [48:14<00:00,  2.78it/s]\nEpoch 0: |          | 8043/? [48:14<00:00,  2.78it/s]\nEpoch 0: |          | 8044/? [48:14<00:00,  2.78it/s]\nEpoch 0: |          | 8044/? [48:14<00:00,  2.78it/s]\nEpoch 0: |          | 8045/? [48:14<00:00,  2.78it/s]\nEpoch 0: |          | 8045/? [48:14<00:00,  2.78it/s]\nEpoch 0: |          | 8046/? [48:15<00:00,  2.78it/s]\nEpoch 0: |          | 8046/? [48:15<00:00,  2.78it/s]\nEpoch 0: |          | 8047/? [48:15<00:00,  2.78it/s]\nEpoch 0: |          | 8047/? [48:15<00:00,  2.78it/s]\nEpoch 0: |          | 8048/? [48:15<00:00,  2.78it/s]\nEpoch 0: |          | 8048/? [48:15<00:00,  2.78it/s]\nEpoch 0: |          | 8049/? [48:16<00:00,  2.78it/s]\nEpoch 0: |          | 8049/? [48:16<00:00,  2.78it/s]\nEpoch 0: |          | 8050/? [48:16<00:00,  2.78it/s]\nEpoch 0: |          | 8050/? [48:16<00:00,  2.78it/s]\nEpoch 0: |          | 8051/? [48:16<00:00,  2.78it/s]\nEpoch 0: |          | 8051/? [48:16<00:00,  2.78it/s]\nEpoch 0: |          | 8052/? [48:16<00:00,  2.78it/s]\nEpoch 0: |          | 8052/? [48:16<00:00,  2.78it/s]\nEpoch 0: |          | 8053/? [48:17<00:00,  2.78it/s]\nEpoch 0: |          | 8053/? [48:17<00:00,  2.78it/s]\nEpoch 0: |          | 8054/? [48:17<00:00,  2.78it/s]\nEpoch 0: |          | 8054/? [48:17<00:00,  2.78it/s]\nEpoch 0: |          | 8055/? [48:17<00:00,  2.78it/s]\nEpoch 0: |          | 8055/? [48:17<00:00,  2.78it/s]\nEpoch 0: |          | 8056/? [48:18<00:00,  2.78it/s]\nEpoch 0: |          | 8056/? [48:18<00:00,  2.78it/s]\nEpoch 0: |          | 8057/? [48:18<00:00,  2.78it/s]\nEpoch 0: |          | 8057/? [48:18<00:00,  2.78it/s]\nEpoch 0: |          | 8058/? [48:18<00:00,  2.78it/s]\nEpoch 0: |          | 8058/? [48:18<00:00,  2.78it/s]\nEpoch 0: |          | 8059/? [48:18<00:00,  2.78it/s]\nEpoch 0: |          | 8059/? [48:18<00:00,  2.78it/s]\nEpoch 0: |          | 8060/? [48:19<00:00,  2.78it/s]\nEpoch 0: |          | 8060/? [48:19<00:00,  2.78it/s]\nEpoch 0: |          | 8061/? [48:19<00:00,  2.78it/s]\nEpoch 0: |          | 8061/? [48:19<00:00,  2.78it/s]\nEpoch 0: |          | 8062/? [48:19<00:00,  2.78it/s]\nEpoch 0: |          | 8062/? [48:19<00:00,  2.78it/s]\nEpoch 0: |          | 8063/? [48:19<00:00,  2.78it/s]\nEpoch 0: |          | 8063/? [48:19<00:00,  2.78it/s]\nEpoch 0: |          | 8064/? [48:20<00:00,  2.78it/s]\nEpoch 0: |          | 8064/? [48:20<00:00,  2.78it/s]\nEpoch 0: |          | 8065/? [48:20<00:00,  2.78it/s]\nEpoch 0: |          | 8065/? [48:20<00:00,  2.78it/s]\nEpoch 0: |          | 8066/? [48:20<00:00,  2.78it/s]\nEpoch 0: |          | 8066/? [48:20<00:00,  2.78it/s]\nEpoch 0: |          | 8067/? [48:21<00:00,  2.78it/s]\nEpoch 0: |          | 8067/? [48:21<00:00,  2.78it/s]\nEpoch 0: |          | 8068/? [48:21<00:00,  2.78it/s]\nEpoch 0: |          | 8068/? [48:21<00:00,  2.78it/s]\nEpoch 0: |          | 8069/? [48:21<00:00,  2.78it/s]\nEpoch 0: |          | 8069/? [48:21<00:00,  2.78it/s]\nEpoch 0: |          | 8070/? [48:21<00:00,  2.78it/s]\nEpoch 0: |          | 8070/? [48:21<00:00,  2.78it/s]\nEpoch 0: |          | 8071/? [48:22<00:00,  2.78it/s]\nEpoch 0: |          | 8071/? [48:22<00:00,  2.78it/s]\nEpoch 0: |          | 8072/? [48:22<00:00,  2.78it/s]\nEpoch 0: |          | 8072/? [48:22<00:00,  2.78it/s]\nEpoch 0: |          | 8073/? [48:22<00:00,  2.78it/s]\nEpoch 0: |          | 8073/? [48:22<00:00,  2.78it/s]\nEpoch 0: |          | 8074/? [48:23<00:00,  2.78it/s]\nEpoch 0: |          | 8074/? [48:23<00:00,  2.78it/s]\nEpoch 0: |          | 8075/? [48:23<00:00,  2.78it/s]\nEpoch 0: |          | 8075/? [48:23<00:00,  2.78it/s]\nEpoch 0: |          | 8076/? [48:23<00:00,  2.78it/s]\nEpoch 0: |          | 8076/? [48:23<00:00,  2.78it/s]\nEpoch 0: |          | 8077/? [48:23<00:00,  2.78it/s]\nEpoch 0: |          | 8077/? [48:23<00:00,  2.78it/s]\nEpoch 0: |          | 8078/? [48:24<00:00,  2.78it/s]\nEpoch 0: |          | 8078/? [48:24<00:00,  2.78it/s]\nEpoch 0: |          | 8079/? [48:24<00:00,  2.78it/s]\nEpoch 0: |          | 8079/? [48:24<00:00,  2.78it/s]\nEpoch 0: |          | 8080/? [48:24<00:00,  2.78it/s]\nEpoch 0: |          | 8080/? [48:24<00:00,  2.78it/s]\nEpoch 0: |          | 8081/? [48:25<00:00,  2.78it/s]\nEpoch 0: |          | 8081/? [48:25<00:00,  2.78it/s]\nEpoch 0: |          | 8082/? [48:25<00:00,  2.78it/s]\nEpoch 0: |          | 8082/? [48:25<00:00,  2.78it/s]\nEpoch 0: |          | 8083/? [48:25<00:00,  2.78it/s]\nEpoch 0: |          | 8083/? [48:25<00:00,  2.78it/s]\nEpoch 0: |          | 8084/? [48:25<00:00,  2.78it/s]\nEpoch 0: |          | 8084/? [48:25<00:00,  2.78it/s]\nEpoch 0: |          | 8085/? [48:26<00:00,  2.78it/s]\nEpoch 0: |          | 8085/? [48:26<00:00,  2.78it/s]\nEpoch 0: |          | 8086/? [48:26<00:00,  2.78it/s]\nEpoch 0: |          | 8086/? [48:26<00:00,  2.78it/s]\nEpoch 0: |          | 8087/? [48:26<00:00,  2.78it/s]\nEpoch 0: |          | 8087/? [48:26<00:00,  2.78it/s]\nEpoch 0: |          | 8088/? [48:27<00:00,  2.78it/s]\nEpoch 0: |          | 8088/? [48:27<00:00,  2.78it/s]\nEpoch 0: |          | 8089/? [48:27<00:00,  2.78it/s]\nEpoch 0: |          | 8089/? [48:27<00:00,  2.78it/s]\nEpoch 0: |          | 8090/? [48:27<00:00,  2.78it/s]\nEpoch 0: |          | 8090/? [48:27<00:00,  2.78it/s]\nEpoch 0: |          | 8091/? [48:27<00:00,  2.78it/s]\nEpoch 0: |          | 8091/? [48:27<00:00,  2.78it/s]\nEpoch 0: |          | 8092/? [48:28<00:00,  2.78it/s]\nEpoch 0: |          | 8092/? [48:28<00:00,  2.78it/s]\nEpoch 0: |          | 8093/? [48:28<00:00,  2.78it/s]\nEpoch 0: |          | 8093/? [48:28<00:00,  2.78it/s]\nEpoch 0: |          | 8094/? [48:28<00:00,  2.78it/s]\nEpoch 0: |          | 8094/? [48:28<00:00,  2.78it/s]\nEpoch 0: |          | 8095/? [48:29<00:00,  2.78it/s]\nEpoch 0: |          | 8095/? [48:29<00:00,  2.78it/s]\nEpoch 0: |          | 8096/? [48:29<00:00,  2.78it/s]\nEpoch 0: |          | 8096/? [48:29<00:00,  2.78it/s]\nEpoch 0: |          | 8097/? [48:29<00:00,  2.78it/s]\nEpoch 0: |          | 8097/? [48:29<00:00,  2.78it/s]\nEpoch 0: |          | 8098/? [48:29<00:00,  2.78it/s]\nEpoch 0: |          | 8098/? [48:29<00:00,  2.78it/s]\nEpoch 0: |          | 8099/? [48:30<00:00,  2.78it/s]\nEpoch 0: |          | 8099/? [48:30<00:00,  2.78it/s]\nEpoch 0: |          | 8100/? [48:30<00:00,  2.78it/s]\nEpoch 0: |          | 8100/? [48:30<00:00,  2.78it/s]\nEpoch 0: |          | 8101/? [48:30<00:00,  2.78it/s]\nEpoch 0: |          | 8101/? [48:30<00:00,  2.78it/s]\nEpoch 0: |          | 8102/? [48:30<00:00,  2.78it/s]\nEpoch 0: |          | 8102/? [48:30<00:00,  2.78it/s]\nEpoch 0: |          | 8103/? [48:31<00:00,  2.78it/s]\nEpoch 0: |          | 8103/? [48:31<00:00,  2.78it/s]\nEpoch 0: |          | 8104/? [48:31<00:00,  2.78it/s]\nEpoch 0: |          | 8104/? [48:31<00:00,  2.78it/s]\nEpoch 0: |          | 8105/? [48:31<00:00,  2.78it/s]\nEpoch 0: |          | 8105/? [48:31<00:00,  2.78it/s]\nEpoch 0: |          | 8106/? [48:32<00:00,  2.78it/s]\nEpoch 0: |          | 8106/? [48:32<00:00,  2.78it/s]\nEpoch 0: |          | 8107/? [48:32<00:00,  2.78it/s]\nEpoch 0: |          | 8107/? [48:32<00:00,  2.78it/s]\nEpoch 0: |          | 8108/? [48:32<00:00,  2.78it/s]\nEpoch 0: |          | 8108/? [48:32<00:00,  2.78it/s]\nEpoch 0: |          | 8109/? [48:32<00:00,  2.78it/s]\nEpoch 0: |          | 8109/? [48:32<00:00,  2.78it/s]\nEpoch 0: |          | 8110/? [48:33<00:00,  2.78it/s]\nEpoch 0: |          | 8110/? [48:33<00:00,  2.78it/s]\nEpoch 0: |          | 8111/? [48:33<00:00,  2.78it/s]\nEpoch 0: |          | 8111/? [48:33<00:00,  2.78it/s]\nEpoch 0: |          | 8112/? [48:33<00:00,  2.78it/s]\nEpoch 0: |          | 8112/? [48:33<00:00,  2.78it/s]\nEpoch 0: |          | 8113/? [48:34<00:00,  2.78it/s]\nEpoch 0: |          | 8113/? [48:34<00:00,  2.78it/s]\nEpoch 0: |          | 8114/? [48:34<00:00,  2.78it/s]\nEpoch 0: |          | 8114/? [48:34<00:00,  2.78it/s]\nEpoch 0: |          | 8115/? [48:34<00:00,  2.78it/s]\nEpoch 0: |          | 8115/? [48:34<00:00,  2.78it/s]\nEpoch 0: |          | 8116/? [48:34<00:00,  2.78it/s]\nEpoch 0: |          | 8116/? [48:34<00:00,  2.78it/s]\nEpoch 0: |          | 8117/? [48:35<00:00,  2.78it/s]\nEpoch 0: |          | 8117/? [48:35<00:00,  2.78it/s]\nEpoch 0: |          | 8118/? [48:35<00:00,  2.78it/s]\nEpoch 0: |          | 8118/? [48:35<00:00,  2.78it/s]\nEpoch 0: |          | 8119/? [48:35<00:00,  2.78it/s]\nEpoch 0: |          | 8119/? [48:35<00:00,  2.78it/s]\nEpoch 0: |          | 8120/? [48:36<00:00,  2.78it/s]\nEpoch 0: |          | 8120/? [48:36<00:00,  2.78it/s]\nEpoch 0: |          | 8121/? [48:36<00:00,  2.78it/s]\nEpoch 0: |          | 8121/? [48:36<00:00,  2.78it/s]\nEpoch 0: |          | 8122/? [48:36<00:00,  2.78it/s]\nEpoch 0: |          | 8122/? [48:36<00:00,  2.78it/s]\nEpoch 0: |          | 8123/? [48:36<00:00,  2.78it/s]\nEpoch 0: |          | 8123/? [48:36<00:00,  2.78it/s]\nEpoch 0: |          | 8124/? [48:37<00:00,  2.78it/s]\nEpoch 0: |          | 8124/? [48:37<00:00,  2.78it/s]\nEpoch 0: |          | 8125/? [48:37<00:00,  2.78it/s]\nEpoch 0: |          | 8125/? [48:37<00:00,  2.78it/s]\nEpoch 0: |          | 8126/? [48:37<00:00,  2.79it/s]\nEpoch 0: |          | 8126/? [48:37<00:00,  2.79it/s]\nEpoch 0: |          | 8127/? [48:38<00:00,  2.79it/s]\nEpoch 0: |          | 8127/? [48:38<00:00,  2.79it/s]\nEpoch 0: |          | 8128/? [48:38<00:00,  2.79it/s]\nEpoch 0: |          | 8128/? [48:38<00:00,  2.79it/s]\nEpoch 0: |          | 8129/? [48:38<00:00,  2.79it/s]\nEpoch 0: |          | 8129/? [48:38<00:00,  2.79it/s]\nEpoch 0: |          | 8130/? [48:38<00:00,  2.79it/s]\nEpoch 0: |          | 8130/? [48:38<00:00,  2.79it/s]\nEpoch 0: |          | 8131/? [48:39<00:00,  2.79it/s]\nEpoch 0: |          | 8131/? [48:39<00:00,  2.79it/s]\nEpoch 0: |          | 8132/? [48:39<00:00,  2.79it/s]\nEpoch 0: |          | 8132/? [48:39<00:00,  2.79it/s]\nEpoch 0: |          | 8133/? [48:39<00:00,  2.79it/s]\nEpoch 0: |          | 8133/? [48:39<00:00,  2.79it/s]\nEpoch 0: |          | 8134/? [48:40<00:00,  2.79it/s]\nEpoch 0: |          | 8134/? [48:40<00:00,  2.79it/s]\nEpoch 0: |          | 8135/? [48:40<00:00,  2.79it/s]\nEpoch 0: |          | 8135/? [48:40<00:00,  2.79it/s]\nEpoch 0: |          | 8136/? [48:40<00:00,  2.79it/s]\nEpoch 0: |          | 8136/? [48:40<00:00,  2.79it/s]\nEpoch 0: |          | 8137/? [48:40<00:00,  2.79it/s]\nEpoch 0: |          | 8137/? [48:40<00:00,  2.79it/s]\nEpoch 0: |          | 8138/? [48:41<00:00,  2.79it/s]\nEpoch 0: |          | 8138/? [48:41<00:00,  2.79it/s]\nEpoch 0: |          | 8139/? [48:41<00:00,  2.79it/s]\nEpoch 0: |          | 8139/? [48:41<00:00,  2.79it/s]\nEpoch 0: |          | 8140/? [48:41<00:00,  2.79it/s]\nEpoch 0: |          | 8140/? [48:41<00:00,  2.79it/s]\nEpoch 0: |          | 8141/? [48:42<00:00,  2.79it/s]\nEpoch 0: |          | 8141/? [48:42<00:00,  2.79it/s]\nEpoch 0: |          | 8142/? [48:42<00:00,  2.79it/s]\nEpoch 0: |          | 8142/? [48:42<00:00,  2.79it/s]\nEpoch 0: |          | 8143/? [48:42<00:00,  2.79it/s]\nEpoch 0: |          | 8143/? [48:42<00:00,  2.79it/s]\nEpoch 0: |          | 8144/? [48:42<00:00,  2.79it/s]\nEpoch 0: |          | 8144/? [48:42<00:00,  2.79it/s]\nEpoch 0: |          | 8145/? [48:43<00:00,  2.79it/s]\nEpoch 0: |          | 8145/? [48:43<00:00,  2.79it/s]\nEpoch 0: |          | 8146/? [48:43<00:00,  2.79it/s]\nEpoch 0: |          | 8146/? [48:43<00:00,  2.79it/s]\nEpoch 0: |          | 8147/? [48:43<00:00,  2.79it/s]\nEpoch 0: |          | 8147/? [48:43<00:00,  2.79it/s]\nEpoch 0: |          | 8148/? [48:43<00:00,  2.79it/s]\nEpoch 0: |          | 8148/? [48:43<00:00,  2.79it/s]\nEpoch 0: |          | 8149/? [48:44<00:00,  2.79it/s]\nEpoch 0: |          | 8149/? [48:44<00:00,  2.79it/s]\nEpoch 0: |          | 8150/? [48:44<00:00,  2.79it/s]\nEpoch 0: |          | 8150/? [48:44<00:00,  2.79it/s]\nEpoch 0: |          | 8151/? [48:44<00:00,  2.79it/s]\nEpoch 0: |          | 8151/? [48:44<00:00,  2.79it/s]\nEpoch 0: |          | 8152/? [48:45<00:00,  2.79it/s]\nEpoch 0: |          | 8152/? [48:45<00:00,  2.79it/s]\nEpoch 0: |          | 8153/? [48:45<00:00,  2.79it/s]\nEpoch 0: |          | 8153/? [48:45<00:00,  2.79it/s]\nEpoch 0: |          | 8154/? [48:45<00:00,  2.79it/s]\nEpoch 0: |          | 8154/? [48:45<00:00,  2.79it/s]\nEpoch 0: |          | 8155/? [48:45<00:00,  2.79it/s]\nEpoch 0: |          | 8155/? [48:45<00:00,  2.79it/s]\nEpoch 0: |          | 8156/? [48:46<00:00,  2.79it/s]\nEpoch 0: |          | 8156/? [48:46<00:00,  2.79it/s]\nEpoch 0: |          | 8157/? [48:46<00:00,  2.79it/s]\nEpoch 0: |          | 8157/? [48:46<00:00,  2.79it/s]\nEpoch 0: |          | 8158/? [48:46<00:00,  2.79it/s]\nEpoch 0: |          | 8158/? [48:46<00:00,  2.79it/s]\nEpoch 0: |          | 8159/? [48:47<00:00,  2.79it/s]\nEpoch 0: |          | 8159/? [48:47<00:00,  2.79it/s]\nEpoch 0: |          | 8160/? [48:47<00:00,  2.79it/s]\nEpoch 0: |          | 8160/? [48:47<00:00,  2.79it/s]\nEpoch 0: |          | 8161/? [48:47<00:00,  2.79it/s]\nEpoch 0: |          | 8161/? [48:47<00:00,  2.79it/s]\nEpoch 0: |          | 8162/? [48:47<00:00,  2.79it/s]\nEpoch 0: |          | 8162/? [48:47<00:00,  2.79it/s]\nEpoch 0: |          | 8163/? [48:48<00:00,  2.79it/s]\nEpoch 0: |          | 8163/? [48:48<00:00,  2.79it/s]\nEpoch 0: |          | 8164/? [48:48<00:00,  2.79it/s]\nEpoch 0: |          | 8164/? [48:48<00:00,  2.79it/s]\nEpoch 0: |          | 8165/? [48:48<00:00,  2.79it/s]\nEpoch 0: |          | 8165/? [48:48<00:00,  2.79it/s]\nEpoch 0: |          | 8166/? [48:49<00:00,  2.79it/s]\nEpoch 0: |          | 8166/? [48:49<00:00,  2.79it/s]\nEpoch 0: |          | 8167/? [48:49<00:00,  2.79it/s]\nEpoch 0: |          | 8167/? [48:49<00:00,  2.79it/s]\nEpoch 0: |          | 8168/? [48:49<00:00,  2.79it/s]\nEpoch 0: |          | 8168/? [48:49<00:00,  2.79it/s]\nEpoch 0: |          | 8169/? [48:49<00:00,  2.79it/s]\nEpoch 0: |          | 8169/? [48:49<00:00,  2.79it/s]\nEpoch 0: |          | 8170/? [48:50<00:00,  2.79it/s]\nEpoch 0: |          | 8170/? [48:50<00:00,  2.79it/s]\nEpoch 0: |          | 8171/? [48:50<00:00,  2.79it/s]\nEpoch 0: |          | 8171/? [48:50<00:00,  2.79it/s]\nEpoch 0: |          | 8172/? [48:50<00:00,  2.79it/s]\nEpoch 0: |          | 8172/? [48:50<00:00,  2.79it/s]\nEpoch 0: |          | 8173/? [48:51<00:00,  2.79it/s]\nEpoch 0: |          | 8173/? [48:51<00:00,  2.79it/s]\nEpoch 0: |          | 8174/? [48:51<00:00,  2.79it/s]\nEpoch 0: |          | 8174/? [48:51<00:00,  2.79it/s]\nEpoch 0: |          | 8175/? [48:51<00:00,  2.79it/s]\nEpoch 0: |          | 8175/? [48:51<00:00,  2.79it/s]\nEpoch 0: |          | 8176/? [48:51<00:00,  2.79it/s]\nEpoch 0: |          | 8176/? [48:51<00:00,  2.79it/s]\nEpoch 0: |          | 8177/? [48:52<00:00,  2.79it/s]\nEpoch 0: |          | 8177/? [48:52<00:00,  2.79it/s]\nEpoch 0: |          | 8178/? [48:52<00:00,  2.79it/s]\nEpoch 0: |          | 8178/? [48:52<00:00,  2.79it/s]\nEpoch 0: |          | 8179/? [48:52<00:00,  2.79it/s]\nEpoch 0: |          | 8179/? [48:52<00:00,  2.79it/s]\nEpoch 0: |          | 8180/? [48:53<00:00,  2.79it/s]\nEpoch 0: |          | 8180/? [48:53<00:00,  2.79it/s]\nEpoch 0: |          | 8181/? [48:53<00:00,  2.79it/s]\nEpoch 0: |          | 8181/? [48:53<00:00,  2.79it/s]\nEpoch 0: |          | 8182/? [48:53<00:00,  2.79it/s]\nEpoch 0: |          | 8182/? [48:53<00:00,  2.79it/s]\nEpoch 0: |          | 8183/? [48:53<00:00,  2.79it/s]\nEpoch 0: |          | 8183/? [48:53<00:00,  2.79it/s]\nEpoch 0: |          | 8184/? [48:54<00:00,  2.79it/s]\nEpoch 0: |          | 8184/? [48:54<00:00,  2.79it/s]\nEpoch 0: |          | 8185/? [48:54<00:00,  2.79it/s]\nEpoch 0: |          | 8185/? [48:54<00:00,  2.79it/s]\nEpoch 0: |          | 8186/? [48:54<00:00,  2.79it/s]\nEpoch 0: |          | 8186/? [48:54<00:00,  2.79it/s]\nEpoch 0: |          | 8187/? [48:55<00:00,  2.79it/s]\nEpoch 0: |          | 8187/? [48:55<00:00,  2.79it/s]\nEpoch 0: |          | 8188/? [48:55<00:00,  2.79it/s]\nEpoch 0: |          | 8188/? [48:55<00:00,  2.79it/s]\nEpoch 0: |          | 8189/? [48:55<00:00,  2.79it/s]\nEpoch 0: |          | 8189/? [48:55<00:00,  2.79it/s]\nEpoch 0: |          | 8190/? [48:55<00:00,  2.79it/s]\nEpoch 0: |          | 8190/? [48:55<00:00,  2.79it/s]\nEpoch 0: |          | 8191/? [48:56<00:00,  2.79it/s]\nEpoch 0: |          | 8191/? [48:56<00:00,  2.79it/s]\nEpoch 0: |          | 8192/? [48:56<00:00,  2.79it/s]\nEpoch 0: |          | 8192/? [48:56<00:00,  2.79it/s]\nEpoch 0: |          | 8193/? [48:56<00:00,  2.79it/s]\nEpoch 0: |          | 8193/? [48:56<00:00,  2.79it/s]\nEpoch 0: |          | 8194/? [48:57<00:00,  2.79it/s]\nEpoch 0: |          | 8194/? [48:57<00:00,  2.79it/s]\nEpoch 0: |          | 8195/? [48:57<00:00,  2.79it/s]\nEpoch 0: |          | 8195/? [48:57<00:00,  2.79it/s]\nEpoch 0: |          | 8196/? [48:57<00:00,  2.79it/s]\nEpoch 0: |          | 8196/? [48:57<00:00,  2.79it/s]\nEpoch 0: |          | 8197/? [48:57<00:00,  2.79it/s]\nEpoch 0: |          | 8197/? [48:57<00:00,  2.79it/s]\nEpoch 0: |          | 8198/? [48:58<00:00,  2.79it/s]\nEpoch 0: |          | 8198/? [48:58<00:00,  2.79it/s]\nEpoch 0: |          | 8199/? [48:58<00:00,  2.79it/s]\nEpoch 0: |          | 8199/? [48:58<00:00,  2.79it/s]\nEpoch 0: |          | 8200/? [48:58<00:00,  2.79it/s]\nEpoch 0: |          | 8200/? [48:58<00:00,  2.79it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.04it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.15it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.46it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.50it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 8200/? [48:59<00:00,  2.79it/s]\nEpoch 0: |          | 8201/? [48:59<00:00,  2.79it/s]\nEpoch 0: |          | 8201/? [48:59<00:00,  2.79it/s]\nEpoch 0: |          | 8202/? [48:59<00:00,  2.79it/s]\nEpoch 0: |          | 8202/? [48:59<00:00,  2.79it/s]\nEpoch 0: |          | 8203/? [48:59<00:00,  2.79it/s]\nEpoch 0: |          | 8203/? [48:59<00:00,  2.79it/s]\nEpoch 0: |          | 8204/? [49:00<00:00,  2.79it/s]\nEpoch 0: |          | 8204/? [49:00<00:00,  2.79it/s]\nEpoch 0: |          | 8205/? [49:00<00:00,  2.79it/s]\nEpoch 0: |          | 8205/? [49:00<00:00,  2.79it/s]\nEpoch 0: |          | 8206/? [49:00<00:00,  2.79it/s]\nEpoch 0: |          | 8206/? [49:00<00:00,  2.79it/s]\nEpoch 0: |          | 8207/? [49:00<00:00,  2.79it/s]\nEpoch 0: |          | 8207/? [49:00<00:00,  2.79it/s]\nEpoch 0: |          | 8208/? [49:01<00:00,  2.79it/s]\nEpoch 0: |          | 8208/? [49:01<00:00,  2.79it/s]\nEpoch 0: |          | 8209/? [49:01<00:00,  2.79it/s]\nEpoch 0: |          | 8209/? [49:01<00:00,  2.79it/s]\nEpoch 0: |          | 8210/? [49:01<00:00,  2.79it/s]\nEpoch 0: |          | 8210/? [49:01<00:00,  2.79it/s]\nEpoch 0: |          | 8211/? [49:02<00:00,  2.79it/s]\nEpoch 0: |          | 8211/? [49:02<00:00,  2.79it/s]\nEpoch 0: |          | 8212/? [49:02<00:00,  2.79it/s]\nEpoch 0: |          | 8212/? [49:02<00:00,  2.79it/s]\nEpoch 0: |          | 8213/? [49:02<00:00,  2.79it/s]\nEpoch 0: |          | 8213/? [49:02<00:00,  2.79it/s]\nEpoch 0: |          | 8214/? [49:02<00:00,  2.79it/s]\nEpoch 0: |          | 8214/? [49:02<00:00,  2.79it/s]\nEpoch 0: |          | 8215/? [49:03<00:00,  2.79it/s]\nEpoch 0: |          | 8215/? [49:03<00:00,  2.79it/s]\nEpoch 0: |          | 8216/? [49:03<00:00,  2.79it/s]\nEpoch 0: |          | 8216/? [49:03<00:00,  2.79it/s]\nEpoch 0: |          | 8217/? [49:03<00:00,  2.79it/s]\nEpoch 0: |          | 8217/? [49:03<00:00,  2.79it/s]\nEpoch 0: |          | 8218/? [49:04<00:00,  2.79it/s]\nEpoch 0: |          | 8218/? [49:04<00:00,  2.79it/s]\nEpoch 0: |          | 8219/? [49:04<00:00,  2.79it/s]\nEpoch 0: |          | 8219/? [49:04<00:00,  2.79it/s]\nEpoch 0: |          | 8220/? [49:04<00:00,  2.79it/s]\nEpoch 0: |          | 8220/? [49:04<00:00,  2.79it/s]\nEpoch 0: |          | 8221/? [49:04<00:00,  2.79it/s]\nEpoch 0: |          | 8221/? [49:04<00:00,  2.79it/s]\nEpoch 0: |          | 8222/? [49:05<00:00,  2.79it/s]\nEpoch 0: |          | 8222/? [49:05<00:00,  2.79it/s]\nEpoch 0: |          | 8223/? [49:05<00:00,  2.79it/s]\nEpoch 0: |          | 8223/? [49:05<00:00,  2.79it/s]\nEpoch 0: |          | 8224/? [49:05<00:00,  2.79it/s]\nEpoch 0: |          | 8224/? [49:05<00:00,  2.79it/s]\nEpoch 0: |          | 8225/? [49:06<00:00,  2.79it/s]\nEpoch 0: |          | 8225/? [49:06<00:00,  2.79it/s]\nEpoch 0: |          | 8226/? [49:06<00:00,  2.79it/s]\nEpoch 0: |          | 8226/? [49:06<00:00,  2.79it/s]\nEpoch 0: |          | 8227/? [49:06<00:00,  2.79it/s]\nEpoch 0: |          | 8227/? [49:06<00:00,  2.79it/s]\nEpoch 0: |          | 8228/? [49:06<00:00,  2.79it/s]\nEpoch 0: |          | 8228/? [49:06<00:00,  2.79it/s]\nEpoch 0: |          | 8229/? [49:07<00:00,  2.79it/s]\nEpoch 0: |          | 8229/? [49:07<00:00,  2.79it/s]\nEpoch 0: |          | 8230/? [49:07<00:00,  2.79it/s]\nEpoch 0: |          | 8230/? [49:07<00:00,  2.79it/s]\nEpoch 0: |          | 8231/? [49:07<00:00,  2.79it/s]\nEpoch 0: |          | 8231/? [49:07<00:00,  2.79it/s]\nEpoch 0: |          | 8232/? [49:08<00:00,  2.79it/s]\nEpoch 0: |          | 8232/? [49:08<00:00,  2.79it/s]\nEpoch 0: |          | 8233/? [49:08<00:00,  2.79it/s]\nEpoch 0: |          | 8233/? [49:08<00:00,  2.79it/s]\nEpoch 0: |          | 8234/? [49:08<00:00,  2.79it/s]\nEpoch 0: |          | 8234/? [49:08<00:00,  2.79it/s]\nEpoch 0: |          | 8235/? [49:08<00:00,  2.79it/s]\nEpoch 0: |          | 8235/? [49:08<00:00,  2.79it/s]\nEpoch 0: |          | 8236/? [49:09<00:00,  2.79it/s]\nEpoch 0: |          | 8236/? [49:09<00:00,  2.79it/s]\nEpoch 0: |          | 8237/? [49:09<00:00,  2.79it/s]\nEpoch 0: |          | 8237/? [49:09<00:00,  2.79it/s]\nEpoch 0: |          | 8238/? [49:09<00:00,  2.79it/s]\nEpoch 0: |          | 8238/? [49:09<00:00,  2.79it/s]\nEpoch 0: |          | 8239/? [49:10<00:00,  2.79it/s]\nEpoch 0: |          | 8239/? [49:10<00:00,  2.79it/s]\nEpoch 0: |          | 8240/? [49:10<00:00,  2.79it/s]\nEpoch 0: |          | 8240/? [49:10<00:00,  2.79it/s]\nEpoch 0: |          | 8241/? [49:10<00:00,  2.79it/s]\nEpoch 0: |          | 8241/? [49:10<00:00,  2.79it/s]\nEpoch 0: |          | 8242/? [49:10<00:00,  2.79it/s]\nEpoch 0: |          | 8242/? [49:10<00:00,  2.79it/s]\nEpoch 0: |          | 8243/? [49:11<00:00,  2.79it/s]\nEpoch 0: |          | 8243/? [49:11<00:00,  2.79it/s]\nEpoch 0: |          | 8244/? [49:11<00:00,  2.79it/s]\nEpoch 0: |          | 8244/? [49:11<00:00,  2.79it/s]\nEpoch 0: |          | 8245/? [49:11<00:00,  2.79it/s]\nEpoch 0: |          | 8245/? [49:11<00:00,  2.79it/s]\nEpoch 0: |          | 8246/? [49:12<00:00,  2.79it/s]\nEpoch 0: |          | 8246/? [49:12<00:00,  2.79it/s]\nEpoch 0: |          | 8247/? [49:12<00:00,  2.79it/s]\nEpoch 0: |          | 8247/? [49:12<00:00,  2.79it/s]\nEpoch 0: |          | 8248/? [49:12<00:00,  2.79it/s]\nEpoch 0: |          | 8248/? [49:12<00:00,  2.79it/s]\nEpoch 0: |          | 8249/? [49:12<00:00,  2.79it/s]\nEpoch 0: |          | 8249/? [49:12<00:00,  2.79it/s]\nEpoch 0: |          | 8250/? [49:13<00:00,  2.79it/s]\nEpoch 0: |          | 8250/? [49:13<00:00,  2.79it/s]\nEpoch 0: |          | 8251/? [49:13<00:00,  2.79it/s]\nEpoch 0: |          | 8251/? [49:13<00:00,  2.79it/s]\nEpoch 0: |          | 8252/? [49:13<00:00,  2.79it/s]\nEpoch 0: |          | 8252/? [49:13<00:00,  2.79it/s]\nEpoch 0: |          | 8253/? [49:13<00:00,  2.79it/s]\nEpoch 0: |          | 8253/? [49:13<00:00,  2.79it/s]\nEpoch 0: |          | 8254/? [49:14<00:00,  2.79it/s]\nEpoch 0: |          | 8254/? [49:14<00:00,  2.79it/s]\nEpoch 0: |          | 8255/? [49:14<00:00,  2.79it/s]\nEpoch 0: |          | 8255/? [49:14<00:00,  2.79it/s]\nEpoch 0: |          | 8256/? [49:14<00:00,  2.79it/s]\nEpoch 0: |          | 8256/? [49:14<00:00,  2.79it/s]\nEpoch 0: |          | 8257/? [49:15<00:00,  2.79it/s]\nEpoch 0: |          | 8257/? [49:15<00:00,  2.79it/s]\nEpoch 0: |          | 8258/? [49:15<00:00,  2.79it/s]\nEpoch 0: |          | 8258/? [49:15<00:00,  2.79it/s]\nEpoch 0: |          | 8259/? [49:15<00:00,  2.79it/s]\nEpoch 0: |          | 8259/? [49:15<00:00,  2.79it/s]\nEpoch 0: |          | 8260/? [49:15<00:00,  2.79it/s]\nEpoch 0: |          | 8260/? [49:15<00:00,  2.79it/s]\nEpoch 0: |          | 8261/? [49:16<00:00,  2.79it/s]\nEpoch 0: |          | 8261/? [49:16<00:00,  2.79it/s]\nEpoch 0: |          | 8262/? [49:16<00:00,  2.79it/s]\nEpoch 0: |          | 8262/? [49:16<00:00,  2.79it/s]\nEpoch 0: |          | 8263/? [49:16<00:00,  2.79it/s]\nEpoch 0: |          | 8263/? [49:16<00:00,  2.79it/s]\nEpoch 0: |          | 8264/? [49:17<00:00,  2.79it/s]\nEpoch 0: |          | 8264/? [49:17<00:00,  2.79it/s]\nEpoch 0: |          | 8265/? [49:17<00:00,  2.79it/s]\nEpoch 0: |          | 8265/? [49:17<00:00,  2.79it/s]\nEpoch 0: |          | 8266/? [49:17<00:00,  2.79it/s]\nEpoch 0: |          | 8266/? [49:17<00:00,  2.79it/s]\nEpoch 0: |          | 8267/? [49:17<00:00,  2.79it/s]\nEpoch 0: |          | 8267/? [49:17<00:00,  2.79it/s]\nEpoch 0: |          | 8268/? [49:18<00:00,  2.79it/s]\nEpoch 0: |          | 8268/? [49:18<00:00,  2.79it/s]\nEpoch 0: |          | 8269/? [49:18<00:00,  2.80it/s]\nEpoch 0: |          | 8269/? [49:18<00:00,  2.80it/s]\nEpoch 0: |          | 8270/? [49:18<00:00,  2.80it/s]\nEpoch 0: |          | 8270/? [49:18<00:00,  2.80it/s]\nEpoch 0: |          | 8271/? [49:19<00:00,  2.80it/s]\nEpoch 0: |          | 8271/? [49:19<00:00,  2.80it/s]\nEpoch 0: |          | 8272/? [49:19<00:00,  2.80it/s]\nEpoch 0: |          | 8272/? [49:19<00:00,  2.80it/s]\nEpoch 0: |          | 8273/? [49:19<00:00,  2.80it/s]\nEpoch 0: |          | 8273/? [49:19<00:00,  2.80it/s]\nEpoch 0: |          | 8274/? [49:19<00:00,  2.80it/s]\nEpoch 0: |          | 8274/? [49:19<00:00,  2.80it/s]\nEpoch 0: |          | 8275/? [49:20<00:00,  2.80it/s]\nEpoch 0: |          | 8275/? [49:20<00:00,  2.80it/s]\nEpoch 0: |          | 8276/? [49:20<00:00,  2.80it/s]\nEpoch 0: |          | 8276/? [49:20<00:00,  2.80it/s]\nEpoch 0: |          | 8277/? [49:20<00:00,  2.80it/s]\nEpoch 0: |          | 8277/? [49:20<00:00,  2.80it/s]\nEpoch 0: |          | 8278/? [49:20<00:00,  2.80it/s]\nEpoch 0: |          | 8278/? [49:20<00:00,  2.80it/s]\nEpoch 0: |          | 8279/? [49:21<00:00,  2.80it/s]\nEpoch 0: |          | 8279/? [49:21<00:00,  2.80it/s]\nEpoch 0: |          | 8280/? [49:21<00:00,  2.80it/s]\nEpoch 0: |          | 8280/? [49:21<00:00,  2.80it/s]\nEpoch 0: |          | 8281/? [49:21<00:00,  2.80it/s]\nEpoch 0: |          | 8281/? [49:21<00:00,  2.80it/s]\nEpoch 0: |          | 8282/? [49:22<00:00,  2.80it/s]\nEpoch 0: |          | 8282/? [49:22<00:00,  2.80it/s]\nEpoch 0: |          | 8283/? [49:22<00:00,  2.80it/s]\nEpoch 0: |          | 8283/? [49:22<00:00,  2.80it/s]\nEpoch 0: |          | 8284/? [49:22<00:00,  2.80it/s]\nEpoch 0: |          | 8284/? [49:22<00:00,  2.80it/s]\nEpoch 0: |          | 8285/? [49:22<00:00,  2.80it/s]\nEpoch 0: |          | 8285/? [49:22<00:00,  2.80it/s]\nEpoch 0: |          | 8286/? [49:23<00:00,  2.80it/s]\nEpoch 0: |          | 8286/? [49:23<00:00,  2.80it/s]\nEpoch 0: |          | 8287/? [49:23<00:00,  2.80it/s]\nEpoch 0: |          | 8287/? [49:23<00:00,  2.80it/s]\nEpoch 0: |          | 8288/? [49:23<00:00,  2.80it/s]\nEpoch 0: |          | 8288/? [49:23<00:00,  2.80it/s]\nEpoch 0: |          | 8289/? [49:24<00:00,  2.80it/s]\nEpoch 0: |          | 8289/? [49:24<00:00,  2.80it/s]\nEpoch 0: |          | 8290/? [49:24<00:00,  2.80it/s]\nEpoch 0: |          | 8290/? [49:24<00:00,  2.80it/s]\nEpoch 0: |          | 8291/? [49:24<00:00,  2.80it/s]\nEpoch 0: |          | 8291/? [49:24<00:00,  2.80it/s]\nEpoch 0: |          | 8292/? [49:24<00:00,  2.80it/s]\nEpoch 0: |          | 8292/? [49:24<00:00,  2.80it/s]\nEpoch 0: |          | 8293/? [49:25<00:00,  2.80it/s]\nEpoch 0: |          | 8293/? [49:25<00:00,  2.80it/s]\nEpoch 0: |          | 8294/? [49:25<00:00,  2.80it/s]\nEpoch 0: |          | 8294/? [49:25<00:00,  2.80it/s]\nEpoch 0: |          | 8295/? [49:25<00:00,  2.80it/s]\nEpoch 0: |          | 8295/? [49:25<00:00,  2.80it/s]\nEpoch 0: |          | 8296/? [49:26<00:00,  2.80it/s]\nEpoch 0: |          | 8296/? [49:26<00:00,  2.80it/s]\nEpoch 0: |          | 8297/? [49:26<00:00,  2.80it/s]\nEpoch 0: |          | 8297/? [49:26<00:00,  2.80it/s]\nEpoch 0: |          | 8298/? [49:26<00:00,  2.80it/s]\nEpoch 0: |          | 8298/? [49:26<00:00,  2.80it/s]\nEpoch 0: |          | 8299/? [49:26<00:00,  2.80it/s]\nEpoch 0: |          | 8299/? [49:26<00:00,  2.80it/s]\nEpoch 0: |          | 8300/? [49:27<00:00,  2.80it/s]\nEpoch 0: |          | 8300/? [49:27<00:00,  2.80it/s]\nEpoch 0: |          | 8301/? [49:27<00:00,  2.80it/s]\nEpoch 0: |          | 8301/? [49:27<00:00,  2.80it/s]\nEpoch 0: |          | 8302/? [49:27<00:00,  2.80it/s]\nEpoch 0: |          | 8302/? [49:27<00:00,  2.80it/s]\nEpoch 0: |          | 8303/? [49:28<00:00,  2.80it/s]\nEpoch 0: |          | 8303/? [49:28<00:00,  2.80it/s]\nEpoch 0: |          | 8304/? [49:28<00:00,  2.80it/s]\nEpoch 0: |          | 8304/? [49:28<00:00,  2.80it/s]\nEpoch 0: |          | 8305/? [49:28<00:00,  2.80it/s]\nEpoch 0: |          | 8305/? [49:28<00:00,  2.80it/s]\nEpoch 0: |          | 8306/? [49:28<00:00,  2.80it/s]\nEpoch 0: |          | 8306/? [49:28<00:00,  2.80it/s]\nEpoch 0: |          | 8307/? [49:29<00:00,  2.80it/s]\nEpoch 0: |          | 8307/? [49:29<00:00,  2.80it/s]\nEpoch 0: |          | 8308/? [49:29<00:00,  2.80it/s]\nEpoch 0: |          | 8308/? [49:29<00:00,  2.80it/s]\nEpoch 0: |          | 8309/? [49:29<00:00,  2.80it/s]\nEpoch 0: |          | 8309/? [49:29<00:00,  2.80it/s]\nEpoch 0: |          | 8310/? [49:30<00:00,  2.80it/s]\nEpoch 0: |          | 8310/? [49:30<00:00,  2.80it/s]\nEpoch 0: |          | 8311/? [49:30<00:00,  2.80it/s]\nEpoch 0: |          | 8311/? [49:30<00:00,  2.80it/s]\nEpoch 0: |          | 8312/? [49:30<00:00,  2.80it/s]\nEpoch 0: |          | 8312/? [49:30<00:00,  2.80it/s]\nEpoch 0: |          | 8313/? [49:30<00:00,  2.80it/s]\nEpoch 0: |          | 8313/? [49:30<00:00,  2.80it/s]\nEpoch 0: |          | 8314/? [49:31<00:00,  2.80it/s]\nEpoch 0: |          | 8314/? [49:31<00:00,  2.80it/s]\nEpoch 0: |          | 8315/? [49:31<00:00,  2.80it/s]\nEpoch 0: |          | 8315/? [49:31<00:00,  2.80it/s]\nEpoch 0: |          | 8316/? [49:31<00:00,  2.80it/s]\nEpoch 0: |          | 8316/? [49:31<00:00,  2.80it/s]\nEpoch 0: |          | 8317/? [49:32<00:00,  2.80it/s]\nEpoch 0: |          | 8317/? [49:32<00:00,  2.80it/s]\nEpoch 0: |          | 8318/? [49:32<00:00,  2.80it/s]\nEpoch 0: |          | 8318/? [49:32<00:00,  2.80it/s]\nEpoch 0: |          | 8319/? [49:32<00:00,  2.80it/s]\nEpoch 0: |          | 8319/? [49:32<00:00,  2.80it/s]\nEpoch 0: |          | 8320/? [49:32<00:00,  2.80it/s]\nEpoch 0: |          | 8320/? [49:32<00:00,  2.80it/s]\nEpoch 0: |          | 8321/? [49:33<00:00,  2.80it/s]\nEpoch 0: |          | 8321/? [49:33<00:00,  2.80it/s]\nEpoch 0: |          | 8322/? [49:33<00:00,  2.80it/s]\nEpoch 0: |          | 8322/? [49:33<00:00,  2.80it/s]\nEpoch 0: |          | 8323/? [49:33<00:00,  2.80it/s]\nEpoch 0: |          | 8323/? [49:33<00:00,  2.80it/s]\nEpoch 0: |          | 8324/? [49:33<00:00,  2.80it/s]\nEpoch 0: |          | 8324/? [49:33<00:00,  2.80it/s]\nEpoch 0: |          | 8325/? [49:34<00:00,  2.80it/s]\nEpoch 0: |          | 8325/? [49:34<00:00,  2.80it/s]\nEpoch 0: |          | 8326/? [49:34<00:00,  2.80it/s]\nEpoch 0: |          | 8326/? [49:34<00:00,  2.80it/s]\nEpoch 0: |          | 8327/? [49:34<00:00,  2.80it/s]\nEpoch 0: |          | 8327/? [49:34<00:00,  2.80it/s]\nEpoch 0: |          | 8328/? [49:35<00:00,  2.80it/s]\nEpoch 0: |          | 8328/? [49:35<00:00,  2.80it/s]\nEpoch 0: |          | 8329/? [49:35<00:00,  2.80it/s]\nEpoch 0: |          | 8329/? [49:35<00:00,  2.80it/s]\nEpoch 0: |          | 8330/? [49:35<00:00,  2.80it/s]\nEpoch 0: |          | 8330/? [49:35<00:00,  2.80it/s]\nEpoch 0: |          | 8331/? [49:35<00:00,  2.80it/s]\nEpoch 0: |          | 8331/? [49:35<00:00,  2.80it/s]\nEpoch 0: |          | 8332/? [49:36<00:00,  2.80it/s]\nEpoch 0: |          | 8332/? [49:36<00:00,  2.80it/s]\nEpoch 0: |          | 8333/? [49:36<00:00,  2.80it/s]\nEpoch 0: |          | 8333/? [49:36<00:00,  2.80it/s]\nEpoch 0: |          | 8334/? [49:36<00:00,  2.80it/s]\nEpoch 0: |          | 8334/? [49:36<00:00,  2.80it/s]\nEpoch 0: |          | 8335/? [49:37<00:00,  2.80it/s]\nEpoch 0: |          | 8335/? [49:37<00:00,  2.80it/s]\nEpoch 0: |          | 8336/? [49:37<00:00,  2.80it/s]\nEpoch 0: |          | 8336/? [49:37<00:00,  2.80it/s]\nEpoch 0: |          | 8337/? [49:37<00:00,  2.80it/s]\nEpoch 0: |          | 8337/? [49:37<00:00,  2.80it/s]\nEpoch 0: |          | 8338/? [49:37<00:00,  2.80it/s]\nEpoch 0: |          | 8338/? [49:37<00:00,  2.80it/s]\nEpoch 0: |          | 8339/? [49:38<00:00,  2.80it/s]\nEpoch 0: |          | 8339/? [49:38<00:00,  2.80it/s]\nEpoch 0: |          | 8340/? [49:38<00:00,  2.80it/s]\nEpoch 0: |          | 8340/? [49:38<00:00,  2.80it/s]\nEpoch 0: |          | 8341/? [49:38<00:00,  2.80it/s]\nEpoch 0: |          | 8341/? [49:38<00:00,  2.80it/s]\nEpoch 0: |          | 8342/? [49:39<00:00,  2.80it/s]\nEpoch 0: |          | 8342/? [49:39<00:00,  2.80it/s]\nEpoch 0: |          | 8343/? [49:39<00:00,  2.80it/s]\nEpoch 0: |          | 8343/? [49:39<00:00,  2.80it/s]\nEpoch 0: |          | 8344/? [49:39<00:00,  2.80it/s]\nEpoch 0: |          | 8344/? [49:39<00:00,  2.80it/s]\nEpoch 0: |          | 8345/? [49:39<00:00,  2.80it/s]\nEpoch 0: |          | 8345/? [49:39<00:00,  2.80it/s]\nEpoch 0: |          | 8346/? [49:40<00:00,  2.80it/s]\nEpoch 0: |          | 8346/? [49:40<00:00,  2.80it/s]\nEpoch 0: |          | 8347/? [49:40<00:00,  2.80it/s]\nEpoch 0: |          | 8347/? [49:40<00:00,  2.80it/s]\nEpoch 0: |          | 8348/? [49:40<00:00,  2.80it/s]\nEpoch 0: |          | 8348/? [49:40<00:00,  2.80it/s]\nEpoch 0: |          | 8349/? [49:40<00:00,  2.80it/s]\nEpoch 0: |          | 8349/? [49:40<00:00,  2.80it/s]\nEpoch 0: |          | 8350/? [49:41<00:00,  2.80it/s]\nEpoch 0: |          | 8350/? [49:41<00:00,  2.80it/s]\nEpoch 0: |          | 8351/? [49:41<00:00,  2.80it/s]\nEpoch 0: |          | 8351/? [49:41<00:00,  2.80it/s]\nEpoch 0: |          | 8352/? [49:41<00:00,  2.80it/s]\nEpoch 0: |          | 8352/? [49:41<00:00,  2.80it/s]\nEpoch 0: |          | 8353/? [49:42<00:00,  2.80it/s]\nEpoch 0: |          | 8353/? [49:42<00:00,  2.80it/s]\nEpoch 0: |          | 8354/? [49:42<00:00,  2.80it/s]\nEpoch 0: |          | 8354/? [49:42<00:00,  2.80it/s]\nEpoch 0: |          | 8355/? [49:42<00:00,  2.80it/s]\nEpoch 0: |          | 8355/? [49:42<00:00,  2.80it/s]\nEpoch 0: |          | 8356/? [49:42<00:00,  2.80it/s]\nEpoch 0: |          | 8356/? [49:42<00:00,  2.80it/s]\nEpoch 0: |          | 8357/? [49:43<00:00,  2.80it/s]\nEpoch 0: |          | 8357/? [49:43<00:00,  2.80it/s]\nEpoch 0: |          | 8358/? [49:43<00:00,  2.80it/s]\nEpoch 0: |          | 8358/? [49:43<00:00,  2.80it/s]\nEpoch 0: |          | 8359/? [49:43<00:00,  2.80it/s]\nEpoch 0: |          | 8359/? [49:43<00:00,  2.80it/s]\nEpoch 0: |          | 8360/? [49:44<00:00,  2.80it/s]\nEpoch 0: |          | 8360/? [49:44<00:00,  2.80it/s]\nEpoch 0: |          | 8361/? [49:44<00:00,  2.80it/s]\nEpoch 0: |          | 8361/? [49:44<00:00,  2.80it/s]\nEpoch 0: |          | 8362/? [49:44<00:00,  2.80it/s]\nEpoch 0: |          | 8362/? [49:44<00:00,  2.80it/s]\nEpoch 0: |          | 8363/? [49:44<00:00,  2.80it/s]\nEpoch 0: |          | 8363/? [49:44<00:00,  2.80it/s]\nEpoch 0: |          | 8364/? [49:45<00:00,  2.80it/s]\nEpoch 0: |          | 8364/? [49:45<00:00,  2.80it/s]\nEpoch 0: |          | 8365/? [49:45<00:00,  2.80it/s]\nEpoch 0: |          | 8365/? [49:45<00:00,  2.80it/s]\nEpoch 0: |          | 8366/? [49:45<00:00,  2.80it/s]\nEpoch 0: |          | 8366/? [49:45<00:00,  2.80it/s]\nEpoch 0: |          | 8367/? [49:46<00:00,  2.80it/s]\nEpoch 0: |          | 8367/? [49:46<00:00,  2.80it/s]\nEpoch 0: |          | 8368/? [49:46<00:00,  2.80it/s]\nEpoch 0: |          | 8368/? [49:46<00:00,  2.80it/s]\nEpoch 0: |          | 8369/? [49:46<00:00,  2.80it/s]\nEpoch 0: |          | 8369/? [49:46<00:00,  2.80it/s]\nEpoch 0: |          | 8370/? [49:46<00:00,  2.80it/s]\nEpoch 0: |          | 8370/? [49:46<00:00,  2.80it/s]\nEpoch 0: |          | 8371/? [49:47<00:00,  2.80it/s]\nEpoch 0: |          | 8371/? [49:47<00:00,  2.80it/s]\nEpoch 0: |          | 8372/? [49:47<00:00,  2.80it/s]\nEpoch 0: |          | 8372/? [49:47<00:00,  2.80it/s]\nEpoch 0: |          | 8373/? [49:47<00:00,  2.80it/s]\nEpoch 0: |          | 8373/? [49:47<00:00,  2.80it/s]\nEpoch 0: |          | 8374/? [49:47<00:00,  2.80it/s]\nEpoch 0: |          | 8374/? [49:47<00:00,  2.80it/s]\nEpoch 0: |          | 8375/? [49:48<00:00,  2.80it/s]\nEpoch 0: |          | 8375/? [49:48<00:00,  2.80it/s]\nEpoch 0: |          | 8376/? [49:48<00:00,  2.80it/s]\nEpoch 0: |          | 8376/? [49:48<00:00,  2.80it/s]\nEpoch 0: |          | 8377/? [49:48<00:00,  2.80it/s]\nEpoch 0: |          | 8377/? [49:48<00:00,  2.80it/s]\nEpoch 0: |          | 8378/? [49:49<00:00,  2.80it/s]\nEpoch 0: |          | 8378/? [49:49<00:00,  2.80it/s]\nEpoch 0: |          | 8379/? [49:49<00:00,  2.80it/s]\nEpoch 0: |          | 8379/? [49:49<00:00,  2.80it/s]\nEpoch 0: |          | 8380/? [49:49<00:00,  2.80it/s]\nEpoch 0: |          | 8380/? [49:49<00:00,  2.80it/s]\nEpoch 0: |          | 8381/? [49:49<00:00,  2.80it/s]\nEpoch 0: |          | 8381/? [49:49<00:00,  2.80it/s]\nEpoch 0: |          | 8382/? [49:50<00:00,  2.80it/s]\nEpoch 0: |          | 8382/? [49:50<00:00,  2.80it/s]\nEpoch 0: |          | 8383/? [49:50<00:00,  2.80it/s]\nEpoch 0: |          | 8383/? [49:50<00:00,  2.80it/s]\nEpoch 0: |          | 8384/? [49:50<00:00,  2.80it/s]\nEpoch 0: |          | 8384/? [49:50<00:00,  2.80it/s]\nEpoch 0: |          | 8385/? [49:51<00:00,  2.80it/s]\nEpoch 0: |          | 8385/? [49:51<00:00,  2.80it/s]\nEpoch 0: |          | 8386/? [49:51<00:00,  2.80it/s]\nEpoch 0: |          | 8386/? [49:51<00:00,  2.80it/s]\nEpoch 0: |          | 8387/? [49:51<00:00,  2.80it/s]\nEpoch 0: |          | 8387/? [49:51<00:00,  2.80it/s]\nEpoch 0: |          | 8388/? [49:51<00:00,  2.80it/s]\nEpoch 0: |          | 8388/? [49:51<00:00,  2.80it/s]\nEpoch 0: |          | 8389/? [49:52<00:00,  2.80it/s]\nEpoch 0: |          | 8389/? [49:52<00:00,  2.80it/s]\nEpoch 0: |          | 8390/? [49:52<00:00,  2.80it/s]\nEpoch 0: |          | 8390/? [49:52<00:00,  2.80it/s]\nEpoch 0: |          | 8391/? [49:52<00:00,  2.80it/s]\nEpoch 0: |          | 8391/? [49:52<00:00,  2.80it/s]\nEpoch 0: |          | 8392/? [49:53<00:00,  2.80it/s]\nEpoch 0: |          | 8392/? [49:53<00:00,  2.80it/s]\nEpoch 0: |          | 8393/? [49:53<00:00,  2.80it/s]\nEpoch 0: |          | 8393/? [49:53<00:00,  2.80it/s]\nEpoch 0: |          | 8394/? [49:53<00:00,  2.80it/s]\nEpoch 0: |          | 8394/? [49:53<00:00,  2.80it/s]\nEpoch 0: |          | 8395/? [49:53<00:00,  2.80it/s]\nEpoch 0: |          | 8395/? [49:53<00:00,  2.80it/s]\nEpoch 0: |          | 8396/? [49:54<00:00,  2.80it/s]\nEpoch 0: |          | 8396/? [49:54<00:00,  2.80it/s]\nEpoch 0: |          | 8397/? [49:54<00:00,  2.80it/s]\nEpoch 0: |          | 8397/? [49:54<00:00,  2.80it/s]\nEpoch 0: |          | 8398/? [49:54<00:00,  2.80it/s]\nEpoch 0: |          | 8398/? [49:54<00:00,  2.80it/s]\nEpoch 0: |          | 8399/? [49:54<00:00,  2.80it/s]\nEpoch 0: |          | 8399/? [49:54<00:00,  2.80it/s]\nEpoch 0: |          | 8400/? [49:55<00:00,  2.80it/s]\nEpoch 0: |          | 8400/? [49:55<00:00,  2.80it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.61it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.52it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.00it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.10it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 8400/? [49:55<00:00,  2.80it/s]\nEpoch 0: |          | 8401/? [49:55<00:00,  2.80it/s]\nEpoch 0: |          | 8401/? [49:55<00:00,  2.80it/s]\nEpoch 0: |          | 8402/? [49:56<00:00,  2.80it/s]\nEpoch 0: |          | 8402/? [49:56<00:00,  2.80it/s]\nEpoch 0: |          | 8403/? [49:56<00:00,  2.80it/s]\nEpoch 0: |          | 8403/? [49:56<00:00,  2.80it/s]\nEpoch 0: |          | 8404/? [49:56<00:00,  2.80it/s]\nEpoch 0: |          | 8404/? [49:56<00:00,  2.80it/s]\nEpoch 0: |          | 8405/? [49:56<00:00,  2.80it/s]\nEpoch 0: |          | 8405/? [49:56<00:00,  2.80it/s]\nEpoch 0: |          | 8406/? [49:57<00:00,  2.80it/s]\nEpoch 0: |          | 8406/? [49:57<00:00,  2.80it/s]\nEpoch 0: |          | 8407/? [49:57<00:00,  2.80it/s]\nEpoch 0: |          | 8407/? [49:57<00:00,  2.80it/s]\nEpoch 0: |          | 8408/? [49:57<00:00,  2.80it/s]\nEpoch 0: |          | 8408/? [49:57<00:00,  2.80it/s]\nEpoch 0: |          | 8409/? [49:58<00:00,  2.80it/s]\nEpoch 0: |          | 8409/? [49:58<00:00,  2.80it/s]\nEpoch 0: |          | 8410/? [49:58<00:00,  2.80it/s]\nEpoch 0: |          | 8410/? [49:58<00:00,  2.80it/s]\nEpoch 0: |          | 8411/? [49:58<00:00,  2.80it/s]\nEpoch 0: |          | 8411/? [49:58<00:00,  2.80it/s]\nEpoch 0: |          | 8412/? [49:58<00:00,  2.81it/s]\nEpoch 0: |          | 8412/? [49:58<00:00,  2.81it/s]\nEpoch 0: |          | 8413/? [49:59<00:00,  2.81it/s]\nEpoch 0: |          | 8413/? [49:59<00:00,  2.81it/s]\nEpoch 0: |          | 8414/? [49:59<00:00,  2.81it/s]\nEpoch 0: |          | 8414/? [49:59<00:00,  2.81it/s]\nEpoch 0: |          | 8415/? [49:59<00:00,  2.81it/s]\nEpoch 0: |          | 8415/? [49:59<00:00,  2.81it/s]\nEpoch 0: |          | 8416/? [49:59<00:00,  2.81it/s]\nEpoch 0: |          | 8416/? [49:59<00:00,  2.81it/s]\nEpoch 0: |          | 8417/? [50:00<00:00,  2.81it/s]\nEpoch 0: |          | 8417/? [50:00<00:00,  2.81it/s]\nEpoch 0: |          | 8418/? [50:00<00:00,  2.81it/s]\nEpoch 0: |          | 8418/? [50:00<00:00,  2.81it/s]\nEpoch 0: |          | 8419/? [50:00<00:00,  2.81it/s]\nEpoch 0: |          | 8419/? [50:00<00:00,  2.81it/s]\nEpoch 0: |          | 8420/? [50:01<00:00,  2.81it/s]\nEpoch 0: |          | 8420/? [50:01<00:00,  2.81it/s]\nEpoch 0: |          | 8421/? [50:01<00:00,  2.81it/s]\nEpoch 0: |          | 8421/? [50:01<00:00,  2.81it/s]\nEpoch 0: |          | 8422/? [50:01<00:00,  2.81it/s]\nEpoch 0: |          | 8422/? [50:01<00:00,  2.81it/s]\nEpoch 0: |          | 8423/? [50:01<00:00,  2.81it/s]\nEpoch 0: |          | 8423/? [50:01<00:00,  2.81it/s]\nEpoch 0: |          | 8424/? [50:02<00:00,  2.81it/s]\nEpoch 0: |          | 8424/? [50:02<00:00,  2.81it/s]\nEpoch 0: |          | 8425/? [50:02<00:00,  2.81it/s]\nEpoch 0: |          | 8425/? [50:02<00:00,  2.81it/s]\nEpoch 0: |          | 8426/? [50:02<00:00,  2.81it/s]\nEpoch 0: |          | 8426/? [50:02<00:00,  2.81it/s]\nEpoch 0: |          | 8427/? [50:03<00:00,  2.81it/s]\nEpoch 0: |          | 8427/? [50:03<00:00,  2.81it/s]\nEpoch 0: |          | 8428/? [50:03<00:00,  2.81it/s]\nEpoch 0: |          | 8428/? [50:03<00:00,  2.81it/s]\nEpoch 0: |          | 8429/? [50:03<00:00,  2.81it/s]\nEpoch 0: |          | 8429/? [50:03<00:00,  2.81it/s]\nEpoch 0: |          | 8430/? [50:03<00:00,  2.81it/s]\nEpoch 0: |          | 8430/? [50:03<00:00,  2.81it/s]\nEpoch 0: |          | 8431/? [50:04<00:00,  2.81it/s]\nEpoch 0: |          | 8431/? [50:04<00:00,  2.81it/s]\nEpoch 0: |          | 8432/? [50:04<00:00,  2.81it/s]\nEpoch 0: |          | 8432/? [50:04<00:00,  2.81it/s]\nEpoch 0: |          | 8433/? [50:04<00:00,  2.81it/s]\nEpoch 0: |          | 8433/? [50:04<00:00,  2.81it/s]\nEpoch 0: |          | 8434/? [50:05<00:00,  2.81it/s]\nEpoch 0: |          | 8434/? [50:05<00:00,  2.81it/s]\nEpoch 0: |          | 8435/? [50:05<00:00,  2.81it/s]\nEpoch 0: |          | 8435/? [50:05<00:00,  2.81it/s]\nEpoch 0: |          | 8436/? [50:05<00:00,  2.81it/s]\nEpoch 0: |          | 8436/? [50:05<00:00,  2.81it/s]\nEpoch 0: |          | 8437/? [50:05<00:00,  2.81it/s]\nEpoch 0: |          | 8437/? [50:05<00:00,  2.81it/s]\nEpoch 0: |          | 8438/? [50:06<00:00,  2.81it/s]\nEpoch 0: |          | 8438/? [50:06<00:00,  2.81it/s]\nEpoch 0: |          | 8439/? [50:06<00:00,  2.81it/s]\nEpoch 0: |          | 8439/? [50:06<00:00,  2.81it/s]\nEpoch 0: |          | 8440/? [50:06<00:00,  2.81it/s]\nEpoch 0: |          | 8440/? [50:06<00:00,  2.81it/s]\nEpoch 0: |          | 8441/? [50:07<00:00,  2.81it/s]\nEpoch 0: |          | 8441/? [50:07<00:00,  2.81it/s]\nEpoch 0: |          | 8442/? [50:07<00:00,  2.81it/s]\nEpoch 0: |          | 8442/? [50:07<00:00,  2.81it/s]\nEpoch 0: |          | 8443/? [50:07<00:00,  2.81it/s]\nEpoch 0: |          | 8443/? [50:07<00:00,  2.81it/s]\nEpoch 0: |          | 8444/? [50:07<00:00,  2.81it/s]\nEpoch 0: |          | 8444/? [50:07<00:00,  2.81it/s]\nEpoch 0: |          | 8445/? [50:08<00:00,  2.81it/s]\nEpoch 0: |          | 8445/? [50:08<00:00,  2.81it/s]\nEpoch 0: |          | 8446/? [50:08<00:00,  2.81it/s]\nEpoch 0: |          | 8446/? [50:08<00:00,  2.81it/s]\nEpoch 0: |          | 8447/? [50:08<00:00,  2.81it/s]\nEpoch 0: |          | 8447/? [50:08<00:00,  2.81it/s]\nEpoch 0: |          | 8448/? [50:08<00:00,  2.81it/s]\nEpoch 0: |          | 8448/? [50:08<00:00,  2.81it/s]\nEpoch 0: |          | 8449/? [50:09<00:00,  2.81it/s]\nEpoch 0: |          | 8449/? [50:09<00:00,  2.81it/s]\nEpoch 0: |          | 8450/? [50:09<00:00,  2.81it/s]\nEpoch 0: |          | 8450/? [50:09<00:00,  2.81it/s]\nEpoch 0: |          | 8451/? [50:09<00:00,  2.81it/s]\nEpoch 0: |          | 8451/? [50:09<00:00,  2.81it/s]\nEpoch 0: |          | 8452/? [50:10<00:00,  2.81it/s]\nEpoch 0: |          | 8452/? [50:10<00:00,  2.81it/s]\nEpoch 0: |          | 8453/? [50:10<00:00,  2.81it/s]\nEpoch 0: |          | 8453/? [50:10<00:00,  2.81it/s]\nEpoch 0: |          | 8454/? [50:10<00:00,  2.81it/s]\nEpoch 0: |          | 8454/? [50:10<00:00,  2.81it/s]\nEpoch 0: |          | 8455/? [50:10<00:00,  2.81it/s]\nEpoch 0: |          | 8455/? [50:10<00:00,  2.81it/s]\nEpoch 0: |          | 8456/? [50:11<00:00,  2.81it/s]\nEpoch 0: |          | 8456/? [50:11<00:00,  2.81it/s]\nEpoch 0: |          | 8457/? [50:11<00:00,  2.81it/s]\nEpoch 0: |          | 8457/? [50:11<00:00,  2.81it/s]\nEpoch 0: |          | 8458/? [50:11<00:00,  2.81it/s]\nEpoch 0: |          | 8458/? [50:11<00:00,  2.81it/s]\nEpoch 0: |          | 8459/? [50:12<00:00,  2.81it/s]\nEpoch 0: |          | 8459/? [50:12<00:00,  2.81it/s]\nEpoch 0: |          | 8460/? [50:12<00:00,  2.81it/s]\nEpoch 0: |          | 8460/? [50:12<00:00,  2.81it/s]\nEpoch 0: |          | 8461/? [50:12<00:00,  2.81it/s]\nEpoch 0: |          | 8461/? [50:12<00:00,  2.81it/s]\nEpoch 0: |          | 8462/? [50:12<00:00,  2.81it/s]\nEpoch 0: |          | 8462/? [50:12<00:00,  2.81it/s]\nEpoch 0: |          | 8463/? [50:13<00:00,  2.81it/s]\nEpoch 0: |          | 8463/? [50:13<00:00,  2.81it/s]\nEpoch 0: |          | 8464/? [50:13<00:00,  2.81it/s]\nEpoch 0: |          | 8464/? [50:13<00:00,  2.81it/s]\nEpoch 0: |          | 8465/? [50:13<00:00,  2.81it/s]\nEpoch 0: |          | 8465/? [50:13<00:00,  2.81it/s]\nEpoch 0: |          | 8466/? [50:14<00:00,  2.81it/s]\nEpoch 0: |          | 8466/? [50:14<00:00,  2.81it/s]\nEpoch 0: |          | 8467/? [50:14<00:00,  2.81it/s]\nEpoch 0: |          | 8467/? [50:14<00:00,  2.81it/s]\nEpoch 0: |          | 8468/? [50:14<00:00,  2.81it/s]\nEpoch 0: |          | 8468/? [50:14<00:00,  2.81it/s]\nEpoch 0: |          | 8469/? [50:14<00:00,  2.81it/s]\nEpoch 0: |          | 8469/? [50:14<00:00,  2.81it/s]\nEpoch 0: |          | 8470/? [50:15<00:00,  2.81it/s]\nEpoch 0: |          | 8470/? [50:15<00:00,  2.81it/s]\nEpoch 0: |          | 8471/? [50:15<00:00,  2.81it/s]\nEpoch 0: |          | 8471/? [50:15<00:00,  2.81it/s]\nEpoch 0: |          | 8472/? [50:15<00:00,  2.81it/s]\nEpoch 0: |          | 8472/? [50:15<00:00,  2.81it/s]\nEpoch 0: |          | 8473/? [50:16<00:00,  2.81it/s]\nEpoch 0: |          | 8473/? [50:16<00:00,  2.81it/s]\nEpoch 0: |          | 8474/? [50:16<00:00,  2.81it/s]\nEpoch 0: |          | 8474/? [50:16<00:00,  2.81it/s]\nEpoch 0: |          | 8475/? [50:16<00:00,  2.81it/s]\nEpoch 0: |          | 8475/? [50:16<00:00,  2.81it/s]\nEpoch 0: |          | 8476/? [50:16<00:00,  2.81it/s]\nEpoch 0: |          | 8476/? [50:16<00:00,  2.81it/s]\nEpoch 0: |          | 8477/? [50:17<00:00,  2.81it/s]\nEpoch 0: |          | 8477/? [50:17<00:00,  2.81it/s]\nEpoch 0: |          | 8478/? [50:17<00:00,  2.81it/s]\nEpoch 0: |          | 8478/? [50:17<00:00,  2.81it/s]\nEpoch 0: |          | 8479/? [50:17<00:00,  2.81it/s]\nEpoch 0: |          | 8479/? [50:17<00:00,  2.81it/s]\nEpoch 0: |          | 8480/? [50:17<00:00,  2.81it/s]\nEpoch 0: |          | 8480/? [50:17<00:00,  2.81it/s]\nEpoch 0: |          | 8481/? [50:18<00:00,  2.81it/s]\nEpoch 0: |          | 8481/? [50:18<00:00,  2.81it/s]\nEpoch 0: |          | 8482/? [50:18<00:00,  2.81it/s]\nEpoch 0: |          | 8482/? [50:18<00:00,  2.81it/s]\nEpoch 0: |          | 8483/? [50:18<00:00,  2.81it/s]\nEpoch 0: |          | 8483/? [50:18<00:00,  2.81it/s]\nEpoch 0: |          | 8484/? [50:19<00:00,  2.81it/s]\nEpoch 0: |          | 8484/? [50:19<00:00,  2.81it/s]\nEpoch 0: |          | 8485/? [50:19<00:00,  2.81it/s]\nEpoch 0: |          | 8485/? [50:19<00:00,  2.81it/s]\nEpoch 0: |          | 8486/? [50:19<00:00,  2.81it/s]\nEpoch 0: |          | 8486/? [50:19<00:00,  2.81it/s]\nEpoch 0: |          | 8487/? [50:19<00:00,  2.81it/s]\nEpoch 0: |          | 8487/? [50:19<00:00,  2.81it/s]\nEpoch 0: |          | 8488/? [50:20<00:00,  2.81it/s]\nEpoch 0: |          | 8488/? [50:20<00:00,  2.81it/s]\nEpoch 0: |          | 8489/? [50:20<00:00,  2.81it/s]\nEpoch 0: |          | 8489/? [50:20<00:00,  2.81it/s]\nEpoch 0: |          | 8490/? [50:20<00:00,  2.81it/s]\nEpoch 0: |          | 8490/? [50:20<00:00,  2.81it/s]\nEpoch 0: |          | 8491/? [50:21<00:00,  2.81it/s]\nEpoch 0: |          | 8491/? [50:21<00:00,  2.81it/s]\nEpoch 0: |          | 8492/? [50:21<00:00,  2.81it/s]\nEpoch 0: |          | 8492/? [50:21<00:00,  2.81it/s]\nEpoch 0: |          | 8493/? [50:21<00:00,  2.81it/s]\nEpoch 0: |          | 8493/? [50:21<00:00,  2.81it/s]\nEpoch 0: |          | 8494/? [50:21<00:00,  2.81it/s]\nEpoch 0: |          | 8494/? [50:21<00:00,  2.81it/s]\nEpoch 0: |          | 8495/? [50:22<00:00,  2.81it/s]\nEpoch 0: |          | 8495/? [50:22<00:00,  2.81it/s]\nEpoch 0: |          | 8496/? [50:22<00:00,  2.81it/s]\nEpoch 0: |          | 8496/? [50:22<00:00,  2.81it/s]\nEpoch 0: |          | 8497/? [50:22<00:00,  2.81it/s]\nEpoch 0: |          | 8497/? [50:22<00:00,  2.81it/s]\nEpoch 0: |          | 8498/? [50:23<00:00,  2.81it/s]\nEpoch 0: |          | 8498/? [50:23<00:00,  2.81it/s]\nEpoch 0: |          | 8499/? [50:23<00:00,  2.81it/s]\nEpoch 0: |          | 8499/? [50:23<00:00,  2.81it/s]\nEpoch 0: |          | 8500/? [50:23<00:00,  2.81it/s]\nEpoch 0: |          | 8500/? [50:23<00:00,  2.81it/s]\nEpoch 0: |          | 8501/? [50:23<00:00,  2.81it/s]\nEpoch 0: |          | 8501/? [50:23<00:00,  2.81it/s]\nEpoch 0: |          | 8502/? [50:24<00:00,  2.81it/s]\nEpoch 0: |          | 8502/? [50:24<00:00,  2.81it/s]\nEpoch 0: |          | 8503/? [50:24<00:00,  2.81it/s]\nEpoch 0: |          | 8503/? [50:24<00:00,  2.81it/s]\nEpoch 0: |          | 8504/? [50:24<00:00,  2.81it/s]\nEpoch 0: |          | 8504/? [50:24<00:00,  2.81it/s]\nEpoch 0: |          | 8505/? [50:25<00:00,  2.81it/s]\nEpoch 0: |          | 8505/? [50:25<00:00,  2.81it/s]\nEpoch 0: |          | 8506/? [50:25<00:00,  2.81it/s]\nEpoch 0: |          | 8506/? [50:25<00:00,  2.81it/s]\nEpoch 0: |          | 8507/? [50:25<00:00,  2.81it/s]\nEpoch 0: |          | 8507/? [50:25<00:00,  2.81it/s]\nEpoch 0: |          | 8508/? [50:25<00:00,  2.81it/s]\nEpoch 0: |          | 8508/? [50:25<00:00,  2.81it/s]\nEpoch 0: |          | 8509/? [50:26<00:00,  2.81it/s]\nEpoch 0: |          | 8509/? [50:26<00:00,  2.81it/s]\nEpoch 0: |          | 8510/? [50:26<00:00,  2.81it/s]\nEpoch 0: |          | 8510/? [50:26<00:00,  2.81it/s]\nEpoch 0: |          | 8511/? [50:26<00:00,  2.81it/s]\nEpoch 0: |          | 8511/? [50:26<00:00,  2.81it/s]\nEpoch 0: |          | 8512/? [50:27<00:00,  2.81it/s]\nEpoch 0: |          | 8512/? [50:27<00:00,  2.81it/s]\nEpoch 0: |          | 8513/? [50:27<00:00,  2.81it/s]\nEpoch 0: |          | 8513/? [50:27<00:00,  2.81it/s]\nEpoch 0: |          | 8514/? [50:27<00:00,  2.81it/s]\nEpoch 0: |          | 8514/? [50:27<00:00,  2.81it/s]\nEpoch 0: |          | 8515/? [50:27<00:00,  2.81it/s]\nEpoch 0: |          | 8515/? [50:27<00:00,  2.81it/s]\nEpoch 0: |          | 8516/? [50:28<00:00,  2.81it/s]\nEpoch 0: |          | 8516/? [50:28<00:00,  2.81it/s]\nEpoch 0: |          | 8517/? [50:28<00:00,  2.81it/s]\nEpoch 0: |          | 8517/? [50:28<00:00,  2.81it/s]\nEpoch 0: |          | 8518/? [50:28<00:00,  2.81it/s]\nEpoch 0: |          | 8518/? [50:28<00:00,  2.81it/s]\nEpoch 0: |          | 8519/? [50:28<00:00,  2.81it/s]\nEpoch 0: |          | 8519/? [50:28<00:00,  2.81it/s]\nEpoch 0: |          | 8520/? [50:29<00:00,  2.81it/s]\nEpoch 0: |          | 8520/? [50:29<00:00,  2.81it/s]\nEpoch 0: |          | 8521/? [50:29<00:00,  2.81it/s]\nEpoch 0: |          | 8521/? [50:29<00:00,  2.81it/s]\nEpoch 0: |          | 8522/? [50:29<00:00,  2.81it/s]\nEpoch 0: |          | 8522/? [50:29<00:00,  2.81it/s]\nEpoch 0: |          | 8523/? [50:30<00:00,  2.81it/s]\nEpoch 0: |          | 8523/? [50:30<00:00,  2.81it/s]\nEpoch 0: |          | 8524/? [50:30<00:00,  2.81it/s]\nEpoch 0: |          | 8524/? [50:30<00:00,  2.81it/s]\nEpoch 0: |          | 8525/? [50:30<00:00,  2.81it/s]\nEpoch 0: |          | 8525/? [50:30<00:00,  2.81it/s]\nEpoch 0: |          | 8526/? [50:30<00:00,  2.81it/s]\nEpoch 0: |          | 8526/? [50:30<00:00,  2.81it/s]\nEpoch 0: |          | 8527/? [50:31<00:00,  2.81it/s]\nEpoch 0: |          | 8527/? [50:31<00:00,  2.81it/s]\nEpoch 0: |          | 8528/? [50:31<00:00,  2.81it/s]\nEpoch 0: |          | 8528/? [50:31<00:00,  2.81it/s]\nEpoch 0: |          | 8529/? [50:31<00:00,  2.81it/s]\nEpoch 0: |          | 8529/? [50:31<00:00,  2.81it/s]\nEpoch 0: |          | 8530/? [50:31<00:00,  2.81it/s]\nEpoch 0: |          | 8530/? [50:31<00:00,  2.81it/s]\nEpoch 0: |          | 8531/? [50:32<00:00,  2.81it/s]\nEpoch 0: |          | 8531/? [50:32<00:00,  2.81it/s]\nEpoch 0: |          | 8532/? [50:32<00:00,  2.81it/s]\nEpoch 0: |          | 8532/? [50:32<00:00,  2.81it/s]\nEpoch 0: |          | 8533/? [50:32<00:00,  2.81it/s]\nEpoch 0: |          | 8533/? [50:32<00:00,  2.81it/s]\nEpoch 0: |          | 8534/? [50:33<00:00,  2.81it/s]\nEpoch 0: |          | 8534/? [50:33<00:00,  2.81it/s]\nEpoch 0: |          | 8535/? [50:33<00:00,  2.81it/s]\nEpoch 0: |          | 8535/? [50:33<00:00,  2.81it/s]\nEpoch 0: |          | 8536/? [50:33<00:00,  2.81it/s]\nEpoch 0: |          | 8536/? [50:33<00:00,  2.81it/s]\nEpoch 0: |          | 8537/? [50:33<00:00,  2.81it/s]\nEpoch 0: |          | 8537/? [50:33<00:00,  2.81it/s]\nEpoch 0: |          | 8538/? [50:34<00:00,  2.81it/s]\nEpoch 0: |          | 8538/? [50:34<00:00,  2.81it/s]\nEpoch 0: |          | 8539/? [50:34<00:00,  2.81it/s]\nEpoch 0: |          | 8539/? [50:34<00:00,  2.81it/s]\nEpoch 0: |          | 8540/? [50:34<00:00,  2.81it/s]\nEpoch 0: |          | 8540/? [50:34<00:00,  2.81it/s]\nEpoch 0: |          | 8541/? [50:35<00:00,  2.81it/s]\nEpoch 0: |          | 8541/? [50:35<00:00,  2.81it/s]\nEpoch 0: |          | 8542/? [50:35<00:00,  2.81it/s]\nEpoch 0: |          | 8542/? [50:35<00:00,  2.81it/s]\nEpoch 0: |          | 8543/? [50:35<00:00,  2.81it/s]\nEpoch 0: |          | 8543/? [50:35<00:00,  2.81it/s]\nEpoch 0: |          | 8544/? [50:35<00:00,  2.81it/s]\nEpoch 0: |          | 8544/? [50:35<00:00,  2.81it/s]\nEpoch 0: |          | 8545/? [50:36<00:00,  2.81it/s]\nEpoch 0: |          | 8545/? [50:36<00:00,  2.81it/s]\nEpoch 0: |          | 8546/? [50:36<00:00,  2.81it/s]\nEpoch 0: |          | 8546/? [50:36<00:00,  2.81it/s]\nEpoch 0: |          | 8547/? [50:36<00:00,  2.81it/s]\nEpoch 0: |          | 8547/? [50:36<00:00,  2.81it/s]\nEpoch 0: |          | 8548/? [50:37<00:00,  2.81it/s]\nEpoch 0: |          | 8548/? [50:37<00:00,  2.81it/s]\nEpoch 0: |          | 8549/? [50:37<00:00,  2.81it/s]\nEpoch 0: |          | 8549/? [50:37<00:00,  2.81it/s]\nEpoch 0: |          | 8550/? [50:37<00:00,  2.81it/s]\nEpoch 0: |          | 8550/? [50:37<00:00,  2.81it/s]\nEpoch 0: |          | 8551/? [50:37<00:00,  2.81it/s]\nEpoch 0: |          | 8551/? [50:37<00:00,  2.81it/s]\nEpoch 0: |          | 8552/? [50:38<00:00,  2.81it/s]\nEpoch 0: |          | 8552/? [50:38<00:00,  2.81it/s]\nEpoch 0: |          | 8553/? [50:38<00:00,  2.81it/s]\nEpoch 0: |          | 8553/? [50:38<00:00,  2.81it/s]\nEpoch 0: |          | 8554/? [50:38<00:00,  2.82it/s]\nEpoch 0: |          | 8554/? [50:38<00:00,  2.82it/s]\nEpoch 0: |          | 8555/? [50:38<00:00,  2.82it/s]\nEpoch 0: |          | 8555/? [50:38<00:00,  2.82it/s]\nEpoch 0: |          | 8556/? [50:39<00:00,  2.82it/s]\nEpoch 0: |          | 8556/? [50:39<00:00,  2.82it/s]\nEpoch 0: |          | 8557/? [50:39<00:00,  2.82it/s]\nEpoch 0: |          | 8557/? [50:39<00:00,  2.82it/s]\nEpoch 0: |          | 8558/? [50:39<00:00,  2.82it/s]\nEpoch 0: |          | 8558/? [50:39<00:00,  2.82it/s]\nEpoch 0: |          | 8559/? [50:40<00:00,  2.82it/s]\nEpoch 0: |          | 8559/? [50:40<00:00,  2.82it/s]\nEpoch 0: |          | 8560/? [50:40<00:00,  2.82it/s]\nEpoch 0: |          | 8560/? [50:40<00:00,  2.82it/s]\nEpoch 0: |          | 8561/? [50:40<00:00,  2.82it/s]\nEpoch 0: |          | 8561/? [50:40<00:00,  2.82it/s]\nEpoch 0: |          | 8562/? [50:40<00:00,  2.82it/s]\nEpoch 0: |          | 8562/? [50:40<00:00,  2.82it/s]\nEpoch 0: |          | 8563/? [50:41<00:00,  2.82it/s]\nEpoch 0: |          | 8563/? [50:41<00:00,  2.82it/s]\nEpoch 0: |          | 8564/? [50:41<00:00,  2.82it/s]\nEpoch 0: |          | 8564/? [50:41<00:00,  2.82it/s]\nEpoch 0: |          | 8565/? [50:41<00:00,  2.82it/s]\nEpoch 0: |          | 8565/? [50:41<00:00,  2.82it/s]\nEpoch 0: |          | 8566/? [50:42<00:00,  2.82it/s]\nEpoch 0: |          | 8566/? [50:42<00:00,  2.82it/s]\nEpoch 0: |          | 8567/? [50:42<00:00,  2.82it/s]\nEpoch 0: |          | 8567/? [50:42<00:00,  2.82it/s]\nEpoch 0: |          | 8568/? [50:42<00:00,  2.82it/s]\nEpoch 0: |          | 8568/? [50:42<00:00,  2.82it/s]\nEpoch 0: |          | 8569/? [50:42<00:00,  2.82it/s]\nEpoch 0: |          | 8569/? [50:42<00:00,  2.82it/s]\nEpoch 0: |          | 8570/? [50:43<00:00,  2.82it/s]\nEpoch 0: |          | 8570/? [50:43<00:00,  2.82it/s]\nEpoch 0: |          | 8571/? [50:43<00:00,  2.82it/s]\nEpoch 0: |          | 8571/? [50:43<00:00,  2.82it/s]\nEpoch 0: |          | 8572/? [50:43<00:00,  2.82it/s]\nEpoch 0: |          | 8572/? [50:43<00:00,  2.82it/s]\nEpoch 0: |          | 8573/? [50:43<00:00,  2.82it/s]\nEpoch 0: |          | 8573/? [50:43<00:00,  2.82it/s]\nEpoch 0: |          | 8574/? [50:44<00:00,  2.82it/s]\nEpoch 0: |          | 8574/? [50:44<00:00,  2.82it/s]\nEpoch 0: |          | 8575/? [50:44<00:00,  2.82it/s]\nEpoch 0: |          | 8575/? [50:44<00:00,  2.82it/s]\nEpoch 0: |          | 8576/? [50:44<00:00,  2.82it/s]\nEpoch 0: |          | 8576/? [50:44<00:00,  2.82it/s]\nEpoch 0: |          | 8577/? [50:45<00:00,  2.82it/s]\nEpoch 0: |          | 8577/? [50:45<00:00,  2.82it/s]\nEpoch 0: |          | 8578/? [50:45<00:00,  2.82it/s]\nEpoch 0: |          | 8578/? [50:45<00:00,  2.82it/s]\nEpoch 0: |          | 8579/? [50:45<00:00,  2.82it/s]\nEpoch 0: |          | 8579/? [50:45<00:00,  2.82it/s]\nEpoch 0: |          | 8580/? [50:45<00:00,  2.82it/s]\nEpoch 0: |          | 8580/? [50:45<00:00,  2.82it/s]\nEpoch 0: |          | 8581/? [50:46<00:00,  2.82it/s]\nEpoch 0: |          | 8581/? [50:46<00:00,  2.82it/s]\nEpoch 0: |          | 8582/? [50:46<00:00,  2.82it/s]\nEpoch 0: |          | 8582/? [50:46<00:00,  2.82it/s]\nEpoch 0: |          | 8583/? [50:46<00:00,  2.82it/s]\nEpoch 0: |          | 8583/? [50:46<00:00,  2.82it/s]\nEpoch 0: |          | 8584/? [50:47<00:00,  2.82it/s]\nEpoch 0: |          | 8584/? [50:47<00:00,  2.82it/s]\nEpoch 0: |          | 8585/? [50:47<00:00,  2.82it/s]\nEpoch 0: |          | 8585/? [50:47<00:00,  2.82it/s]\nEpoch 0: |          | 8586/? [50:47<00:00,  2.82it/s]\nEpoch 0: |          | 8586/? [50:47<00:00,  2.82it/s]\nEpoch 0: |          | 8587/? [50:47<00:00,  2.82it/s]\nEpoch 0: |          | 8587/? [50:47<00:00,  2.82it/s]\nEpoch 0: |          | 8588/? [50:48<00:00,  2.82it/s]\nEpoch 0: |          | 8588/? [50:48<00:00,  2.82it/s]\nEpoch 0: |          | 8589/? [50:48<00:00,  2.82it/s]\nEpoch 0: |          | 8589/? [50:48<00:00,  2.82it/s]\nEpoch 0: |          | 8590/? [50:48<00:00,  2.82it/s]\nEpoch 0: |          | 8590/? [50:48<00:00,  2.82it/s]\nEpoch 0: |          | 8591/? [50:49<00:00,  2.82it/s]\nEpoch 0: |          | 8591/? [50:49<00:00,  2.82it/s]\nEpoch 0: |          | 8592/? [50:49<00:00,  2.82it/s]\nEpoch 0: |          | 8592/? [50:49<00:00,  2.82it/s]\nEpoch 0: |          | 8593/? [50:49<00:00,  2.82it/s]\nEpoch 0: |          | 8593/? [50:49<00:00,  2.82it/s]\nEpoch 0: |          | 8594/? [50:49<00:00,  2.82it/s]\nEpoch 0: |          | 8594/? [50:49<00:00,  2.82it/s]\nEpoch 0: |          | 8595/? [50:50<00:00,  2.82it/s]\nEpoch 0: |          | 8595/? [50:50<00:00,  2.82it/s]\nEpoch 0: |          | 8596/? [50:50<00:00,  2.82it/s]\nEpoch 0: |          | 8596/? [50:50<00:00,  2.82it/s]\nEpoch 0: |          | 8597/? [50:50<00:00,  2.82it/s]\nEpoch 0: |          | 8597/? [50:50<00:00,  2.82it/s]\nEpoch 0: |          | 8598/? [50:50<00:00,  2.82it/s]\nEpoch 0: |          | 8598/? [50:50<00:00,  2.82it/s]\nEpoch 0: |          | 8599/? [50:51<00:00,  2.82it/s]\nEpoch 0: |          | 8599/? [50:51<00:00,  2.82it/s]\nEpoch 0: |          | 8600/? [50:51<00:00,  2.82it/s]\nEpoch 0: |          | 8600/? [50:51<00:00,  2.82it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.65it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.49it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.17it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.99it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 8600/? [50:51<00:00,  2.82it/s]\nEpoch 0: |          | 8601/? [50:52<00:00,  2.82it/s]\nEpoch 0: |          | 8601/? [50:52<00:00,  2.82it/s]\nEpoch 0: |          | 8602/? [50:52<00:00,  2.82it/s]\nEpoch 0: |          | 8602/? [50:52<00:00,  2.82it/s]\nEpoch 0: |          | 8603/? [50:52<00:00,  2.82it/s]\nEpoch 0: |          | 8603/? [50:52<00:00,  2.82it/s]\nEpoch 0: |          | 8604/? [50:52<00:00,  2.82it/s]\nEpoch 0: |          | 8604/? [50:52<00:00,  2.82it/s]\nEpoch 0: |          | 8605/? [50:53<00:00,  2.82it/s]\nEpoch 0: |          | 8605/? [50:53<00:00,  2.82it/s]\nEpoch 0: |          | 8606/? [50:53<00:00,  2.82it/s]\nEpoch 0: |          | 8606/? [50:53<00:00,  2.82it/s]\nEpoch 0: |          | 8607/? [50:53<00:00,  2.82it/s]\nEpoch 0: |          | 8607/? [50:53<00:00,  2.82it/s]\nEpoch 0: |          | 8608/? [50:54<00:00,  2.82it/s]\nEpoch 0: |          | 8608/? [50:54<00:00,  2.82it/s]\nEpoch 0: |          | 8609/? [50:54<00:00,  2.82it/s]\nEpoch 0: |          | 8609/? [50:54<00:00,  2.82it/s]\nEpoch 0: |          | 8610/? [50:54<00:00,  2.82it/s]\nEpoch 0: |          | 8610/? [50:54<00:00,  2.82it/s]\nEpoch 0: |          | 8611/? [50:54<00:00,  2.82it/s]\nEpoch 0: |          | 8611/? [50:54<00:00,  2.82it/s]\nEpoch 0: |          | 8612/? [50:55<00:00,  2.82it/s]\nEpoch 0: |          | 8612/? [50:55<00:00,  2.82it/s]\nEpoch 0: |          | 8613/? [50:55<00:00,  2.82it/s]\nEpoch 0: |          | 8613/? [50:55<00:00,  2.82it/s]\nEpoch 0: |          | 8614/? [50:55<00:00,  2.82it/s]\nEpoch 0: |          | 8614/? [50:55<00:00,  2.82it/s]\nEpoch 0: |          | 8615/? [50:56<00:00,  2.82it/s]\nEpoch 0: |          | 8615/? [50:56<00:00,  2.82it/s]\nEpoch 0: |          | 8616/? [50:56<00:00,  2.82it/s]\nEpoch 0: |          | 8616/? [50:56<00:00,  2.82it/s]\nEpoch 0: |          | 8617/? [50:56<00:00,  2.82it/s]\nEpoch 0: |          | 8617/? [50:56<00:00,  2.82it/s]\nEpoch 0: |          | 8618/? [50:56<00:00,  2.82it/s]\nEpoch 0: |          | 8618/? [50:56<00:00,  2.82it/s]\nEpoch 0: |          | 8619/? [50:57<00:00,  2.82it/s]\nEpoch 0: |          | 8619/? [50:57<00:00,  2.82it/s]\nEpoch 0: |          | 8620/? [50:57<00:00,  2.82it/s]\nEpoch 0: |          | 8620/? [50:57<00:00,  2.82it/s]\nEpoch 0: |          | 8621/? [50:57<00:00,  2.82it/s]\nEpoch 0: |          | 8621/? [50:57<00:00,  2.82it/s]\nEpoch 0: |          | 8622/? [50:58<00:00,  2.82it/s]\nEpoch 0: |          | 8622/? [50:58<00:00,  2.82it/s]\nEpoch 0: |          | 8623/? [50:58<00:00,  2.82it/s]\nEpoch 0: |          | 8623/? [50:58<00:00,  2.82it/s]\nEpoch 0: |          | 8624/? [50:58<00:00,  2.82it/s]\nEpoch 0: |          | 8624/? [50:58<00:00,  2.82it/s]\nEpoch 0: |          | 8625/? [50:58<00:00,  2.82it/s]\nEpoch 0: |          | 8625/? [50:58<00:00,  2.82it/s]\nEpoch 0: |          | 8626/? [50:59<00:00,  2.82it/s]\nEpoch 0: |          | 8626/? [50:59<00:00,  2.82it/s]\nEpoch 0: |          | 8627/? [50:59<00:00,  2.82it/s]\nEpoch 0: |          | 8627/? [50:59<00:00,  2.82it/s]\nEpoch 0: |          | 8628/? [50:59<00:00,  2.82it/s]\nEpoch 0: |          | 8628/? [50:59<00:00,  2.82it/s]\nEpoch 0: |          | 8629/? [50:59<00:00,  2.82it/s]\nEpoch 0: |          | 8629/? [50:59<00:00,  2.82it/s]\nEpoch 0: |          | 8630/? [51:00<00:00,  2.82it/s]\nEpoch 0: |          | 8630/? [51:00<00:00,  2.82it/s]\nEpoch 0: |          | 8631/? [51:00<00:00,  2.82it/s]\nEpoch 0: |          | 8631/? [51:00<00:00,  2.82it/s]\nEpoch 0: |          | 8632/? [51:00<00:00,  2.82it/s]\nEpoch 0: |          | 8632/? [51:00<00:00,  2.82it/s]\nEpoch 0: |          | 8633/? [51:01<00:00,  2.82it/s]\nEpoch 0: |          | 8633/? [51:01<00:00,  2.82it/s]\nEpoch 0: |          | 8634/? [51:01<00:00,  2.82it/s]\nEpoch 0: |          | 8634/? [51:01<00:00,  2.82it/s]\nEpoch 0: |          | 8635/? [51:01<00:00,  2.82it/s]\nEpoch 0: |          | 8635/? [51:01<00:00,  2.82it/s]\nEpoch 0: |          | 8636/? [51:01<00:00,  2.82it/s]\nEpoch 0: |          | 8636/? [51:01<00:00,  2.82it/s]\nEpoch 0: |          | 8637/? [51:02<00:00,  2.82it/s]\nEpoch 0: |          | 8637/? [51:02<00:00,  2.82it/s]\nEpoch 0: |          | 8638/? [51:02<00:00,  2.82it/s]\nEpoch 0: |          | 8638/? [51:02<00:00,  2.82it/s]\nEpoch 0: |          | 8639/? [51:02<00:00,  2.82it/s]\nEpoch 0: |          | 8639/? [51:02<00:00,  2.82it/s]\nEpoch 0: |          | 8640/? [51:03<00:00,  2.82it/s]\nEpoch 0: |          | 8640/? [51:03<00:00,  2.82it/s]\nEpoch 0: |          | 8641/? [51:03<00:00,  2.82it/s]\nEpoch 0: |          | 8641/? [51:03<00:00,  2.82it/s]\nEpoch 0: |          | 8642/? [51:03<00:00,  2.82it/s]\nEpoch 0: |          | 8642/? [51:03<00:00,  2.82it/s]\nEpoch 0: |          | 8643/? [51:03<00:00,  2.82it/s]\nEpoch 0: |          | 8643/? [51:03<00:00,  2.82it/s]\nEpoch 0: |          | 8644/? [51:04<00:00,  2.82it/s]\nEpoch 0: |          | 8644/? [51:04<00:00,  2.82it/s]\nEpoch 0: |          | 8645/? [51:04<00:00,  2.82it/s]\nEpoch 0: |          | 8645/? [51:04<00:00,  2.82it/s]\nEpoch 0: |          | 8646/? [51:04<00:00,  2.82it/s]\nEpoch 0: |          | 8646/? [51:04<00:00,  2.82it/s]\nEpoch 0: |          | 8647/? [51:05<00:00,  2.82it/s]\nEpoch 0: |          | 8647/? [51:05<00:00,  2.82it/s]\nEpoch 0: |          | 8648/? [51:05<00:00,  2.82it/s]\nEpoch 0: |          | 8648/? [51:05<00:00,  2.82it/s]\nEpoch 0: |          | 8649/? [51:05<00:00,  2.82it/s]\nEpoch 0: |          | 8649/? [51:05<00:00,  2.82it/s]\nEpoch 0: |          | 8650/? [51:05<00:00,  2.82it/s]\nEpoch 0: |          | 8650/? [51:05<00:00,  2.82it/s]\nEpoch 0: |          | 8651/? [51:06<00:00,  2.82it/s]\nEpoch 0: |          | 8651/? [51:06<00:00,  2.82it/s]\nEpoch 0: |          | 8652/? [51:06<00:00,  2.82it/s]\nEpoch 0: |          | 8652/? [51:06<00:00,  2.82it/s]\nEpoch 0: |          | 8653/? [51:06<00:00,  2.82it/s]\nEpoch 0: |          | 8653/? [51:06<00:00,  2.82it/s]\nEpoch 0: |          | 8654/? [51:06<00:00,  2.82it/s]\nEpoch 0: |          | 8654/? [51:06<00:00,  2.82it/s]\nEpoch 0: |          | 8655/? [51:07<00:00,  2.82it/s]\nEpoch 0: |          | 8655/? [51:07<00:00,  2.82it/s]\nEpoch 0: |          | 8656/? [51:07<00:00,  2.82it/s]\nEpoch 0: |          | 8656/? [51:07<00:00,  2.82it/s]\nEpoch 0: |          | 8657/? [51:07<00:00,  2.82it/s]\nEpoch 0: |          | 8657/? [51:07<00:00,  2.82it/s]\nEpoch 0: |          | 8658/? [51:08<00:00,  2.82it/s]\nEpoch 0: |          | 8658/? [51:08<00:00,  2.82it/s]\nEpoch 0: |          | 8659/? [51:08<00:00,  2.82it/s]\nEpoch 0: |          | 8659/? [51:08<00:00,  2.82it/s]\nEpoch 0: |          | 8660/? [51:08<00:00,  2.82it/s]\nEpoch 0: |          | 8660/? [51:08<00:00,  2.82it/s]\nEpoch 0: |          | 8661/? [51:08<00:00,  2.82it/s]\nEpoch 0: |          | 8661/? [51:08<00:00,  2.82it/s]\nEpoch 0: |          | 8662/? [51:09<00:00,  2.82it/s]\nEpoch 0: |          | 8662/? [51:09<00:00,  2.82it/s]\nEpoch 0: |          | 8663/? [51:09<00:00,  2.82it/s]\nEpoch 0: |          | 8663/? [51:09<00:00,  2.82it/s]\nEpoch 0: |          | 8664/? [51:09<00:00,  2.82it/s]\nEpoch 0: |          | 8664/? [51:09<00:00,  2.82it/s]\nEpoch 0: |          | 8665/? [51:10<00:00,  2.82it/s]\nEpoch 0: |          | 8665/? [51:10<00:00,  2.82it/s]\nEpoch 0: |          | 8666/? [51:10<00:00,  2.82it/s]\nEpoch 0: |          | 8666/? [51:10<00:00,  2.82it/s]\nEpoch 0: |          | 8667/? [51:10<00:00,  2.82it/s]\nEpoch 0: |          | 8667/? [51:10<00:00,  2.82it/s]\nEpoch 0: |          | 8668/? [51:10<00:00,  2.82it/s]\nEpoch 0: |          | 8668/? [51:10<00:00,  2.82it/s]\nEpoch 0: |          | 8669/? [51:11<00:00,  2.82it/s]\nEpoch 0: |          | 8669/? [51:11<00:00,  2.82it/s]\nEpoch 0: |          | 8670/? [51:11<00:00,  2.82it/s]\nEpoch 0: |          | 8670/? [51:11<00:00,  2.82it/s]\nEpoch 0: |          | 8671/? [51:11<00:00,  2.82it/s]\nEpoch 0: |          | 8671/? [51:11<00:00,  2.82it/s]\nEpoch 0: |          | 8672/? [51:12<00:00,  2.82it/s]\nEpoch 0: |          | 8672/? [51:12<00:00,  2.82it/s]\nEpoch 0: |          | 8673/? [51:12<00:00,  2.82it/s]\nEpoch 0: |          | 8673/? [51:12<00:00,  2.82it/s]\nEpoch 0: |          | 8674/? [51:12<00:00,  2.82it/s]\nEpoch 0: |          | 8674/? [51:12<00:00,  2.82it/s]\nEpoch 0: |          | 8675/? [51:12<00:00,  2.82it/s]\nEpoch 0: |          | 8675/? [51:12<00:00,  2.82it/s]\nEpoch 0: |          | 8676/? [51:13<00:00,  2.82it/s]\nEpoch 0: |          | 8676/? [51:13<00:00,  2.82it/s]\nEpoch 0: |          | 8677/? [51:13<00:00,  2.82it/s]\nEpoch 0: |          | 8677/? [51:13<00:00,  2.82it/s]\nEpoch 0: |          | 8678/? [51:13<00:00,  2.82it/s]\nEpoch 0: |          | 8678/? [51:13<00:00,  2.82it/s]\nEpoch 0: |          | 8679/? [51:14<00:00,  2.82it/s]\nEpoch 0: |          | 8679/? [51:14<00:00,  2.82it/s]\nEpoch 0: |          | 8680/? [51:14<00:00,  2.82it/s]\nEpoch 0: |          | 8680/? [51:14<00:00,  2.82it/s]\nEpoch 0: |          | 8681/? [51:14<00:00,  2.82it/s]\nEpoch 0: |          | 8681/? [51:14<00:00,  2.82it/s]\nEpoch 0: |          | 8682/? [51:14<00:00,  2.82it/s]\nEpoch 0: |          | 8682/? [51:14<00:00,  2.82it/s]\nEpoch 0: |          | 8683/? [51:15<00:00,  2.82it/s]\nEpoch 0: |          | 8683/? [51:15<00:00,  2.82it/s]\nEpoch 0: |          | 8684/? [51:15<00:00,  2.82it/s]\nEpoch 0: |          | 8684/? [51:15<00:00,  2.82it/s]\nEpoch 0: |          | 8685/? [51:15<00:00,  2.82it/s]\nEpoch 0: |          | 8685/? [51:15<00:00,  2.82it/s]\nEpoch 0: |          | 8686/? [51:16<00:00,  2.82it/s]\nEpoch 0: |          | 8686/? [51:16<00:00,  2.82it/s]\nEpoch 0: |          | 8687/? [51:16<00:00,  2.82it/s]\nEpoch 0: |          | 8687/? [51:16<00:00,  2.82it/s]\nEpoch 0: |          | 8688/? [51:16<00:00,  2.82it/s]\nEpoch 0: |          | 8688/? [51:16<00:00,  2.82it/s]\nEpoch 0: |          | 8689/? [51:16<00:00,  2.82it/s]\nEpoch 0: |          | 8689/? [51:16<00:00,  2.82it/s]\nEpoch 0: |          | 8690/? [51:17<00:00,  2.82it/s]\nEpoch 0: |          | 8690/? [51:17<00:00,  2.82it/s]\nEpoch 0: |          | 8691/? [51:17<00:00,  2.82it/s]\nEpoch 0: |          | 8691/? [51:17<00:00,  2.82it/s]\nEpoch 0: |          | 8692/? [51:17<00:00,  2.82it/s]\nEpoch 0: |          | 8692/? [51:17<00:00,  2.82it/s]\nEpoch 0: |          | 8693/? [51:18<00:00,  2.82it/s]\nEpoch 0: |          | 8693/? [51:18<00:00,  2.82it/s]\nEpoch 0: |          | 8694/? [51:18<00:00,  2.82it/s]\nEpoch 0: |          | 8694/? [51:18<00:00,  2.82it/s]\nEpoch 0: |          | 8695/? [51:18<00:00,  2.82it/s]\nEpoch 0: |          | 8695/? [51:18<00:00,  2.82it/s]\nEpoch 0: |          | 8696/? [51:18<00:00,  2.82it/s]\nEpoch 0: |          | 8696/? [51:18<00:00,  2.82it/s]\nEpoch 0: |          | 8697/? [51:19<00:00,  2.82it/s]\nEpoch 0: |          | 8697/? [51:19<00:00,  2.82it/s]\nEpoch 0: |          | 8698/? [51:19<00:00,  2.82it/s]\nEpoch 0: |          | 8698/? [51:19<00:00,  2.82it/s]\nEpoch 0: |          | 8699/? [51:19<00:00,  2.82it/s]\nEpoch 0: |          | 8699/? [51:19<00:00,  2.82it/s]\nEpoch 0: |          | 8700/? [51:19<00:00,  2.82it/s]\nEpoch 0: |          | 8700/? [51:19<00:00,  2.82it/s]\nEpoch 0: |          | 8701/? [51:20<00:00,  2.82it/s]\nEpoch 0: |          | 8701/? [51:20<00:00,  2.82it/s]\nEpoch 0: |          | 8702/? [51:20<00:00,  2.82it/s]\nEpoch 0: |          | 8702/? [51:20<00:00,  2.82it/s]\nEpoch 0: |          | 8703/? [51:20<00:00,  2.82it/s]\nEpoch 0: |          | 8703/? [51:20<00:00,  2.82it/s]\nEpoch 0: |          | 8704/? [51:21<00:00,  2.82it/s]\nEpoch 0: |          | 8704/? [51:21<00:00,  2.82it/s]\nEpoch 0: |          | 8705/? [51:21<00:00,  2.82it/s]\nEpoch 0: |          | 8705/? [51:21<00:00,  2.82it/s]\nEpoch 0: |          | 8706/? [51:21<00:00,  2.83it/s]\nEpoch 0: |          | 8706/? [51:21<00:00,  2.83it/s]\nEpoch 0: |          | 8707/? [51:21<00:00,  2.83it/s]\nEpoch 0: |          | 8707/? [51:21<00:00,  2.83it/s]\nEpoch 0: |          | 8708/? [51:22<00:00,  2.83it/s]\nEpoch 0: |          | 8708/? [51:22<00:00,  2.83it/s]\nEpoch 0: |          | 8709/? [51:22<00:00,  2.83it/s]\nEpoch 0: |          | 8709/? [51:22<00:00,  2.83it/s]\nEpoch 0: |          | 8710/? [51:22<00:00,  2.83it/s]\nEpoch 0: |          | 8710/? [51:22<00:00,  2.83it/s]\nEpoch 0: |          | 8711/? [51:23<00:00,  2.83it/s]\nEpoch 0: |          | 8711/? [51:23<00:00,  2.83it/s]\nEpoch 0: |          | 8712/? [51:23<00:00,  2.83it/s]\nEpoch 0: |          | 8712/? [51:23<00:00,  2.83it/s]\nEpoch 0: |          | 8713/? [51:23<00:00,  2.83it/s]\nEpoch 0: |          | 8713/? [51:23<00:00,  2.83it/s]\nEpoch 0: |          | 8714/? [51:23<00:00,  2.83it/s]\nEpoch 0: |          | 8714/? [51:23<00:00,  2.83it/s]\nEpoch 0: |          | 8715/? [51:24<00:00,  2.83it/s]\nEpoch 0: |          | 8715/? [51:24<00:00,  2.83it/s]\nEpoch 0: |          | 8716/? [51:24<00:00,  2.83it/s]\nEpoch 0: |          | 8716/? [51:24<00:00,  2.83it/s]\nEpoch 0: |          | 8717/? [51:24<00:00,  2.83it/s]\nEpoch 0: |          | 8717/? [51:24<00:00,  2.83it/s]\nEpoch 0: |          | 8718/? [51:25<00:00,  2.83it/s]\nEpoch 0: |          | 8718/? [51:25<00:00,  2.83it/s]\nEpoch 0: |          | 8719/? [51:25<00:00,  2.83it/s]\nEpoch 0: |          | 8719/? [51:25<00:00,  2.83it/s]\nEpoch 0: |          | 8720/? [51:25<00:00,  2.83it/s]\nEpoch 0: |          | 8720/? [51:25<00:00,  2.83it/s]\nEpoch 0: |          | 8721/? [51:25<00:00,  2.83it/s]\nEpoch 0: |          | 8721/? [51:25<00:00,  2.83it/s]\nEpoch 0: |          | 8722/? [51:26<00:00,  2.83it/s]\nEpoch 0: |          | 8722/? [51:26<00:00,  2.83it/s]\nEpoch 0: |          | 8723/? [51:26<00:00,  2.83it/s]\nEpoch 0: |          | 8723/? [51:26<00:00,  2.83it/s]\nEpoch 0: |          | 8724/? [51:26<00:00,  2.83it/s]\nEpoch 0: |          | 8724/? [51:26<00:00,  2.83it/s]\nEpoch 0: |          | 8725/? [51:27<00:00,  2.83it/s]\nEpoch 0: |          | 8725/? [51:27<00:00,  2.83it/s]\nEpoch 0: |          | 8726/? [51:27<00:00,  2.83it/s]\nEpoch 0: |          | 8726/? [51:27<00:00,  2.83it/s]\nEpoch 0: |          | 8727/? [51:27<00:00,  2.83it/s]\nEpoch 0: |          | 8727/? [51:27<00:00,  2.83it/s]\nEpoch 0: |          | 8728/? [51:27<00:00,  2.83it/s]\nEpoch 0: |          | 8728/? [51:27<00:00,  2.83it/s]\nEpoch 0: |          | 8729/? [51:28<00:00,  2.83it/s]\nEpoch 0: |          | 8729/? [51:28<00:00,  2.83it/s]\nEpoch 0: |          | 8730/? [51:28<00:00,  2.83it/s]\nEpoch 0: |          | 8730/? [51:28<00:00,  2.83it/s]\nEpoch 0: |          | 8731/? [51:28<00:00,  2.83it/s]\nEpoch 0: |          | 8731/? [51:28<00:00,  2.83it/s]\nEpoch 0: |          | 8732/? [51:28<00:00,  2.83it/s]\nEpoch 0: |          | 8732/? [51:28<00:00,  2.83it/s]\nEpoch 0: |          | 8733/? [51:29<00:00,  2.83it/s]\nEpoch 0: |          | 8733/? [51:29<00:00,  2.83it/s]\nEpoch 0: |          | 8734/? [51:29<00:00,  2.83it/s]\nEpoch 0: |          | 8734/? [51:29<00:00,  2.83it/s]\nEpoch 0: |          | 8735/? [51:29<00:00,  2.83it/s]\nEpoch 0: |          | 8735/? [51:29<00:00,  2.83it/s]\nEpoch 0: |          | 8736/? [51:30<00:00,  2.83it/s]\nEpoch 0: |          | 8736/? [51:30<00:00,  2.83it/s]\nEpoch 0: |          | 8737/? [51:30<00:00,  2.83it/s]\nEpoch 0: |          | 8737/? [51:30<00:00,  2.83it/s]\nEpoch 0: |          | 8738/? [51:30<00:00,  2.83it/s]\nEpoch 0: |          | 8738/? [51:30<00:00,  2.83it/s]\nEpoch 0: |          | 8739/? [51:30<00:00,  2.83it/s]\nEpoch 0: |          | 8739/? [51:30<00:00,  2.83it/s]\nEpoch 0: |          | 8740/? [51:31<00:00,  2.83it/s]\nEpoch 0: |          | 8740/? [51:31<00:00,  2.83it/s]\nEpoch 0: |          | 8741/? [51:31<00:00,  2.83it/s]\nEpoch 0: |          | 8741/? [51:31<00:00,  2.83it/s]\nEpoch 0: |          | 8742/? [51:31<00:00,  2.83it/s]\nEpoch 0: |          | 8742/? [51:31<00:00,  2.83it/s]\nEpoch 0: |          | 8743/? [51:32<00:00,  2.83it/s]\nEpoch 0: |          | 8743/? [51:32<00:00,  2.83it/s]\nEpoch 0: |          | 8744/? [51:32<00:00,  2.83it/s]\nEpoch 0: |          | 8744/? [51:32<00:00,  2.83it/s]\nEpoch 0: |          | 8745/? [51:32<00:00,  2.83it/s]\nEpoch 0: |          | 8745/? [51:32<00:00,  2.83it/s]\nEpoch 0: |          | 8746/? [51:32<00:00,  2.83it/s]\nEpoch 0: |          | 8746/? [51:32<00:00,  2.83it/s]\nEpoch 0: |          | 8747/? [51:33<00:00,  2.83it/s]\nEpoch 0: |          | 8747/? [51:33<00:00,  2.83it/s]\nEpoch 0: |          | 8748/? [51:33<00:00,  2.83it/s]\nEpoch 0: |          | 8748/? [51:33<00:00,  2.83it/s]\nEpoch 0: |          | 8749/? [51:33<00:00,  2.83it/s]\nEpoch 0: |          | 8749/? [51:33<00:00,  2.83it/s]\nEpoch 0: |          | 8750/? [51:34<00:00,  2.83it/s]\nEpoch 0: |          | 8750/? [51:34<00:00,  2.83it/s]\nEpoch 0: |          | 8751/? [51:34<00:00,  2.83it/s]\nEpoch 0: |          | 8751/? [51:34<00:00,  2.83it/s]\nEpoch 0: |          | 8752/? [51:34<00:00,  2.83it/s]\nEpoch 0: |          | 8752/? [51:34<00:00,  2.83it/s]\nEpoch 0: |          | 8753/? [51:34<00:00,  2.83it/s]\nEpoch 0: |          | 8753/? [51:34<00:00,  2.83it/s]\nEpoch 0: |          | 8754/? [51:35<00:00,  2.83it/s]\nEpoch 0: |          | 8754/? [51:35<00:00,  2.83it/s]\nEpoch 0: |          | 8755/? [51:35<00:00,  2.83it/s]\nEpoch 0: |          | 8755/? [51:35<00:00,  2.83it/s]\nEpoch 0: |          | 8756/? [51:35<00:00,  2.83it/s]\nEpoch 0: |          | 8756/? [51:35<00:00,  2.83it/s]\nEpoch 0: |          | 8757/? [51:35<00:00,  2.83it/s]\nEpoch 0: |          | 8757/? [51:35<00:00,  2.83it/s]\nEpoch 0: |          | 8758/? [51:36<00:00,  2.83it/s]\nEpoch 0: |          | 8758/? [51:36<00:00,  2.83it/s]\nEpoch 0: |          | 8759/? [51:36<00:00,  2.83it/s]\nEpoch 0: |          | 8759/? [51:36<00:00,  2.83it/s]\nEpoch 0: |          | 8760/? [51:36<00:00,  2.83it/s]\nEpoch 0: |          | 8760/? [51:36<00:00,  2.83it/s]\nEpoch 0: |          | 8761/? [51:37<00:00,  2.83it/s]\nEpoch 0: |          | 8761/? [51:37<00:00,  2.83it/s]\nEpoch 0: |          | 8762/? [51:37<00:00,  2.83it/s]\nEpoch 0: |          | 8762/? [51:37<00:00,  2.83it/s]\nEpoch 0: |          | 8763/? [51:37<00:00,  2.83it/s]\nEpoch 0: |          | 8763/? [51:37<00:00,  2.83it/s]\nEpoch 0: |          | 8764/? [51:37<00:00,  2.83it/s]\nEpoch 0: |          | 8764/? [51:37<00:00,  2.83it/s]\nEpoch 0: |          | 8765/? [51:38<00:00,  2.83it/s]\nEpoch 0: |          | 8765/? [51:38<00:00,  2.83it/s]\nEpoch 0: |          | 8766/? [51:38<00:00,  2.83it/s]\nEpoch 0: |          | 8766/? [51:38<00:00,  2.83it/s]\nEpoch 0: |          | 8767/? [51:38<00:00,  2.83it/s]\nEpoch 0: |          | 8767/? [51:38<00:00,  2.83it/s]\nEpoch 0: |          | 8768/? [51:39<00:00,  2.83it/s]\nEpoch 0: |          | 8768/? [51:39<00:00,  2.83it/s]\nEpoch 0: |          | 8769/? [51:39<00:00,  2.83it/s]\nEpoch 0: |          | 8769/? [51:39<00:00,  2.83it/s]\nEpoch 0: |          | 8770/? [51:39<00:00,  2.83it/s]\nEpoch 0: |          | 8770/? [51:39<00:00,  2.83it/s]\nEpoch 0: |          | 8771/? [51:39<00:00,  2.83it/s]\nEpoch 0: |          | 8771/? [51:39<00:00,  2.83it/s]\nEpoch 0: |          | 8772/? [51:40<00:00,  2.83it/s]\nEpoch 0: |          | 8772/? [51:40<00:00,  2.83it/s]\nEpoch 0: |          | 8773/? [51:40<00:00,  2.83it/s]\nEpoch 0: |          | 8773/? [51:40<00:00,  2.83it/s]\nEpoch 0: |          | 8774/? [51:40<00:00,  2.83it/s]\nEpoch 0: |          | 8774/? [51:40<00:00,  2.83it/s]\nEpoch 0: |          | 8775/? [51:41<00:00,  2.83it/s]\nEpoch 0: |          | 8775/? [51:41<00:00,  2.83it/s]\nEpoch 0: |          | 8776/? [51:41<00:00,  2.83it/s]\nEpoch 0: |          | 8776/? [51:41<00:00,  2.83it/s]\nEpoch 0: |          | 8777/? [51:41<00:00,  2.83it/s]\nEpoch 0: |          | 8777/? [51:41<00:00,  2.83it/s]\nEpoch 0: |          | 8778/? [51:41<00:00,  2.83it/s]\nEpoch 0: |          | 8778/? [51:41<00:00,  2.83it/s]\nEpoch 0: |          | 8779/? [51:42<00:00,  2.83it/s]\nEpoch 0: |          | 8779/? [51:42<00:00,  2.83it/s]\nEpoch 0: |          | 8780/? [51:42<00:00,  2.83it/s]\nEpoch 0: |          | 8780/? [51:42<00:00,  2.83it/s]\nEpoch 0: |          | 8781/? [51:42<00:00,  2.83it/s]\nEpoch 0: |          | 8781/? [51:42<00:00,  2.83it/s]\nEpoch 0: |          | 8782/? [51:43<00:00,  2.83it/s]\nEpoch 0: |          | 8782/? [51:43<00:00,  2.83it/s]\nEpoch 0: |          | 8783/? [51:43<00:00,  2.83it/s]\nEpoch 0: |          | 8783/? [51:43<00:00,  2.83it/s]\nEpoch 0: |          | 8784/? [51:43<00:00,  2.83it/s]\nEpoch 0: |          | 8784/? [51:43<00:00,  2.83it/s]\nEpoch 0: |          | 8785/? [51:43<00:00,  2.83it/s]\nEpoch 0: |          | 8785/? [51:43<00:00,  2.83it/s]\nEpoch 0: |          | 8786/? [51:44<00:00,  2.83it/s]\nEpoch 0: |          | 8786/? [51:44<00:00,  2.83it/s]\nEpoch 0: |          | 8787/? [51:44<00:00,  2.83it/s]\nEpoch 0: |          | 8787/? [51:44<00:00,  2.83it/s]\nEpoch 0: |          | 8788/? [51:44<00:00,  2.83it/s]\nEpoch 0: |          | 8788/? [51:44<00:00,  2.83it/s]\nEpoch 0: |          | 8789/? [51:44<00:00,  2.83it/s]\nEpoch 0: |          | 8789/? [51:44<00:00,  2.83it/s]\nEpoch 0: |          | 8790/? [51:45<00:00,  2.83it/s]\nEpoch 0: |          | 8790/? [51:45<00:00,  2.83it/s]\nEpoch 0: |          | 8791/? [51:45<00:00,  2.83it/s]\nEpoch 0: |          | 8791/? [51:45<00:00,  2.83it/s]\nEpoch 0: |          | 8792/? [51:45<00:00,  2.83it/s]\nEpoch 0: |          | 8792/? [51:45<00:00,  2.83it/s]\nEpoch 0: |          | 8793/? [51:46<00:00,  2.83it/s]\nEpoch 0: |          | 8793/? [51:46<00:00,  2.83it/s]\nEpoch 0: |          | 8794/? [51:46<00:00,  2.83it/s]\nEpoch 0: |          | 8794/? [51:46<00:00,  2.83it/s]\nEpoch 0: |          | 8795/? [51:46<00:00,  2.83it/s]\nEpoch 0: |          | 8795/? [51:46<00:00,  2.83it/s]\nEpoch 0: |          | 8796/? [51:46<00:00,  2.83it/s]\nEpoch 0: |          | 8796/? [51:46<00:00,  2.83it/s]\nEpoch 0: |          | 8797/? [51:47<00:00,  2.83it/s]\nEpoch 0: |          | 8797/? [51:47<00:00,  2.83it/s]\nEpoch 0: |          | 8798/? [51:47<00:00,  2.83it/s]\nEpoch 0: |          | 8798/? [51:47<00:00,  2.83it/s]\nEpoch 0: |          | 8799/? [51:47<00:00,  2.83it/s]\nEpoch 0: |          | 8799/? [51:47<00:00,  2.83it/s]\nEpoch 0: |          | 8800/? [51:48<00:00,  2.83it/s]\nEpoch 0: |          | 8800/? [51:48<00:00,  2.83it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.69it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.64it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.22it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.35it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 8800/? [51:48<00:00,  2.83it/s]\nEpoch 0: |          | 8801/? [51:48<00:00,  2.83it/s]\nEpoch 0: |          | 8801/? [51:48<00:00,  2.83it/s]\nEpoch 0: |          | 8802/? [51:48<00:00,  2.83it/s]\nEpoch 0: |          | 8802/? [51:48<00:00,  2.83it/s]\nEpoch 0: |          | 8803/? [51:49<00:00,  2.83it/s]\nEpoch 0: |          | 8803/? [51:49<00:00,  2.83it/s]\nEpoch 0: |          | 8804/? [51:49<00:00,  2.83it/s]\nEpoch 0: |          | 8804/? [51:49<00:00,  2.83it/s]\nEpoch 0: |          | 8805/? [51:49<00:00,  2.83it/s]\nEpoch 0: |          | 8805/? [51:49<00:00,  2.83it/s]\nEpoch 0: |          | 8806/? [51:50<00:00,  2.83it/s]\nEpoch 0: |          | 8806/? [51:50<00:00,  2.83it/s]\nEpoch 0: |          | 8807/? [51:50<00:00,  2.83it/s]\nEpoch 0: |          | 8807/? [51:50<00:00,  2.83it/s]\nEpoch 0: |          | 8808/? [51:50<00:00,  2.83it/s]\nEpoch 0: |          | 8808/? [51:50<00:00,  2.83it/s]\nEpoch 0: |          | 8809/? [51:50<00:00,  2.83it/s]\nEpoch 0: |          | 8809/? [51:50<00:00,  2.83it/s]\nEpoch 0: |          | 8810/? [51:51<00:00,  2.83it/s]\nEpoch 0: |          | 8810/? [51:51<00:00,  2.83it/s]\nEpoch 0: |          | 8811/? [51:51<00:00,  2.83it/s]\nEpoch 0: |          | 8811/? [51:51<00:00,  2.83it/s]\nEpoch 0: |          | 8812/? [51:51<00:00,  2.83it/s]\nEpoch 0: |          | 8812/? [51:51<00:00,  2.83it/s]\nEpoch 0: |          | 8813/? [51:51<00:00,  2.83it/s]\nEpoch 0: |          | 8813/? [51:51<00:00,  2.83it/s]\nEpoch 0: |          | 8814/? [51:52<00:00,  2.83it/s]\nEpoch 0: |          | 8814/? [51:52<00:00,  2.83it/s]\nEpoch 0: |          | 8815/? [51:52<00:00,  2.83it/s]\nEpoch 0: |          | 8815/? [51:52<00:00,  2.83it/s]\nEpoch 0: |          | 8816/? [51:52<00:00,  2.83it/s]\nEpoch 0: |          | 8816/? [51:52<00:00,  2.83it/s]\nEpoch 0: |          | 8817/? [51:53<00:00,  2.83it/s]\nEpoch 0: |          | 8817/? [51:53<00:00,  2.83it/s]\nEpoch 0: |          | 8818/? [51:53<00:00,  2.83it/s]\nEpoch 0: |          | 8818/? [51:53<00:00,  2.83it/s]\nEpoch 0: |          | 8819/? [51:53<00:00,  2.83it/s]\nEpoch 0: |          | 8819/? [51:53<00:00,  2.83it/s]\nEpoch 0: |          | 8820/? [51:53<00:00,  2.83it/s]\nEpoch 0: |          | 8820/? [51:53<00:00,  2.83it/s]\nEpoch 0: |          | 8821/? [51:54<00:00,  2.83it/s]\nEpoch 0: |          | 8821/? [51:54<00:00,  2.83it/s]\nEpoch 0: |          | 8822/? [51:54<00:00,  2.83it/s]\nEpoch 0: |          | 8822/? [51:54<00:00,  2.83it/s]\nEpoch 0: |          | 8823/? [51:54<00:00,  2.83it/s]\nEpoch 0: |          | 8823/? [51:54<00:00,  2.83it/s]\nEpoch 0: |          | 8824/? [51:55<00:00,  2.83it/s]\nEpoch 0: |          | 8824/? [51:55<00:00,  2.83it/s]\nEpoch 0: |          | 8825/? [51:55<00:00,  2.83it/s]\nEpoch 0: |          | 8825/? [51:55<00:00,  2.83it/s]\nEpoch 0: |          | 8826/? [51:55<00:00,  2.83it/s]\nEpoch 0: |          | 8826/? [51:55<00:00,  2.83it/s]\nEpoch 0: |          | 8827/? [51:55<00:00,  2.83it/s]\nEpoch 0: |          | 8827/? [51:55<00:00,  2.83it/s]\nEpoch 0: |          | 8828/? [51:56<00:00,  2.83it/s]\nEpoch 0: |          | 8828/? [51:56<00:00,  2.83it/s]\nEpoch 0: |          | 8829/? [51:56<00:00,  2.83it/s]\nEpoch 0: |          | 8829/? [51:56<00:00,  2.83it/s]\nEpoch 0: |          | 8830/? [51:56<00:00,  2.83it/s]\nEpoch 0: |          | 8830/? [51:56<00:00,  2.83it/s]\nEpoch 0: |          | 8831/? [51:57<00:00,  2.83it/s]\nEpoch 0: |          | 8831/? [51:57<00:00,  2.83it/s]\nEpoch 0: |          | 8832/? [51:57<00:00,  2.83it/s]\nEpoch 0: |          | 8832/? [51:57<00:00,  2.83it/s]\nEpoch 0: |          | 8833/? [51:57<00:00,  2.83it/s]\nEpoch 0: |          | 8833/? [51:57<00:00,  2.83it/s]\nEpoch 0: |          | 8834/? [51:57<00:00,  2.83it/s]\nEpoch 0: |          | 8834/? [51:57<00:00,  2.83it/s]\nEpoch 0: |          | 8835/? [51:58<00:00,  2.83it/s]\nEpoch 0: |          | 8835/? [51:58<00:00,  2.83it/s]\nEpoch 0: |          | 8836/? [51:58<00:00,  2.83it/s]\nEpoch 0: |          | 8836/? [51:58<00:00,  2.83it/s]\nEpoch 0: |          | 8837/? [51:58<00:00,  2.83it/s]\nEpoch 0: |          | 8837/? [51:58<00:00,  2.83it/s]\nEpoch 0: |          | 8838/? [51:59<00:00,  2.83it/s]\nEpoch 0: |          | 8838/? [51:59<00:00,  2.83it/s]\nEpoch 0: |          | 8839/? [51:59<00:00,  2.83it/s]\nEpoch 0: |          | 8839/? [51:59<00:00,  2.83it/s]\nEpoch 0: |          | 8840/? [51:59<00:00,  2.83it/s]\nEpoch 0: |          | 8840/? [51:59<00:00,  2.83it/s]\nEpoch 0: |          | 8841/? [51:59<00:00,  2.83it/s]\nEpoch 0: |          | 8841/? [51:59<00:00,  2.83it/s]\nEpoch 0: |          | 8842/? [52:00<00:00,  2.83it/s]\nEpoch 0: |          | 8842/? [52:00<00:00,  2.83it/s]\nEpoch 0: |          | 8843/? [52:00<00:00,  2.83it/s]\nEpoch 0: |          | 8843/? [52:00<00:00,  2.83it/s]\nEpoch 0: |          | 8844/? [52:00<00:00,  2.83it/s]\nEpoch 0: |          | 8844/? [52:00<00:00,  2.83it/s]\nEpoch 0: |          | 8845/? [52:00<00:00,  2.83it/s]\nEpoch 0: |          | 8845/? [52:00<00:00,  2.83it/s]\nEpoch 0: |          | 8846/? [52:01<00:00,  2.83it/s]\nEpoch 0: |          | 8846/? [52:01<00:00,  2.83it/s]\nEpoch 0: |          | 8847/? [52:01<00:00,  2.83it/s]\nEpoch 0: |          | 8847/? [52:01<00:00,  2.83it/s]\nEpoch 0: |          | 8848/? [52:01<00:00,  2.83it/s]\nEpoch 0: |          | 8848/? [52:01<00:00,  2.83it/s]\nEpoch 0: |          | 8849/? [52:02<00:00,  2.83it/s]\nEpoch 0: |          | 8849/? [52:02<00:00,  2.83it/s]\nEpoch 0: |          | 8850/? [52:02<00:00,  2.83it/s]\nEpoch 0: |          | 8850/? [52:02<00:00,  2.83it/s]\nEpoch 0: |          | 8851/? [52:02<00:00,  2.83it/s]\nEpoch 0: |          | 8851/? [52:02<00:00,  2.83it/s]\nEpoch 0: |          | 8852/? [52:02<00:00,  2.83it/s]\nEpoch 0: |          | 8852/? [52:02<00:00,  2.83it/s]\nEpoch 0: |          | 8853/? [52:03<00:00,  2.83it/s]\nEpoch 0: |          | 8853/? [52:03<00:00,  2.83it/s]\nEpoch 0: |          | 8854/? [52:03<00:00,  2.83it/s]\nEpoch 0: |          | 8854/? [52:03<00:00,  2.83it/s]\nEpoch 0: |          | 8855/? [52:03<00:00,  2.83it/s]\nEpoch 0: |          | 8855/? [52:03<00:00,  2.83it/s]\nEpoch 0: |          | 8856/? [52:04<00:00,  2.83it/s]\nEpoch 0: |          | 8856/? [52:04<00:00,  2.83it/s]\nEpoch 0: |          | 8857/? [52:04<00:00,  2.83it/s]\nEpoch 0: |          | 8857/? [52:04<00:00,  2.83it/s]\nEpoch 0: |          | 8858/? [52:04<00:00,  2.83it/s]\nEpoch 0: |          | 8858/? [52:04<00:00,  2.83it/s]\nEpoch 0: |          | 8859/? [52:04<00:00,  2.83it/s]\nEpoch 0: |          | 8859/? [52:04<00:00,  2.83it/s]\nEpoch 0: |          | 8860/? [52:05<00:00,  2.83it/s]\nEpoch 0: |          | 8860/? [52:05<00:00,  2.83it/s]\nEpoch 0: |          | 8861/? [52:05<00:00,  2.84it/s]\nEpoch 0: |          | 8861/? [52:05<00:00,  2.84it/s]\nEpoch 0: |          | 8862/? [52:05<00:00,  2.84it/s]\nEpoch 0: |          | 8862/? [52:05<00:00,  2.84it/s]\nEpoch 0: |          | 8863/? [52:06<00:00,  2.84it/s]\nEpoch 0: |          | 8863/? [52:06<00:00,  2.84it/s]\nEpoch 0: |          | 8864/? [52:06<00:00,  2.84it/s]\nEpoch 0: |          | 8864/? [52:06<00:00,  2.84it/s]\nEpoch 0: |          | 8865/? [52:06<00:00,  2.84it/s]\nEpoch 0: |          | 8865/? [52:06<00:00,  2.84it/s]\nEpoch 0: |          | 8866/? [52:06<00:00,  2.84it/s]\nEpoch 0: |          | 8866/? [52:06<00:00,  2.84it/s]\nEpoch 0: |          | 8867/? [52:07<00:00,  2.84it/s]\nEpoch 0: |          | 8867/? [52:07<00:00,  2.84it/s]\nEpoch 0: |          | 8868/? [52:07<00:00,  2.84it/s]\nEpoch 0: |          | 8868/? [52:07<00:00,  2.84it/s]\nEpoch 0: |          | 8869/? [52:07<00:00,  2.84it/s]\nEpoch 0: |          | 8869/? [52:07<00:00,  2.84it/s]\nEpoch 0: |          | 8870/? [52:07<00:00,  2.84it/s]\nEpoch 0: |          | 8870/? [52:07<00:00,  2.84it/s]\nEpoch 0: |          | 8871/? [52:08<00:00,  2.84it/s]\nEpoch 0: |          | 8871/? [52:08<00:00,  2.84it/s]\nEpoch 0: |          | 8872/? [52:08<00:00,  2.84it/s]\nEpoch 0: |          | 8872/? [52:08<00:00,  2.84it/s]\nEpoch 0: |          | 8873/? [52:08<00:00,  2.84it/s]\nEpoch 0: |          | 8873/? [52:08<00:00,  2.84it/s]\nEpoch 0: |          | 8874/? [52:09<00:00,  2.84it/s]\nEpoch 0: |          | 8874/? [52:09<00:00,  2.84it/s]\nEpoch 0: |          | 8875/? [52:09<00:00,  2.84it/s]\nEpoch 0: |          | 8875/? [52:09<00:00,  2.84it/s]\nEpoch 0: |          | 8876/? [52:09<00:00,  2.84it/s]\nEpoch 0: |          | 8876/? [52:09<00:00,  2.84it/s]\nEpoch 0: |          | 8877/? [52:09<00:00,  2.84it/s]\nEpoch 0: |          | 8877/? [52:09<00:00,  2.84it/s]\nEpoch 0: |          | 8878/? [52:10<00:00,  2.84it/s]\nEpoch 0: |          | 8878/? [52:10<00:00,  2.84it/s]\nEpoch 0: |          | 8879/? [52:10<00:00,  2.84it/s]\nEpoch 0: |          | 8879/? [52:10<00:00,  2.84it/s]\nEpoch 0: |          | 8880/? [52:10<00:00,  2.84it/s]\nEpoch 0: |          | 8880/? [52:10<00:00,  2.84it/s]\nEpoch 0: |          | 8881/? [52:11<00:00,  2.84it/s]\nEpoch 0: |          | 8881/? [52:11<00:00,  2.84it/s]\nEpoch 0: |          | 8882/? [52:11<00:00,  2.84it/s]\nEpoch 0: |          | 8882/? [52:11<00:00,  2.84it/s]\nEpoch 0: |          | 8883/? [52:11<00:00,  2.84it/s]\nEpoch 0: |          | 8883/? [52:11<00:00,  2.84it/s]\nEpoch 0: |          | 8884/? [52:11<00:00,  2.84it/s]\nEpoch 0: |          | 8884/? [52:11<00:00,  2.84it/s]\nEpoch 0: |          | 8885/? [52:12<00:00,  2.84it/s]\nEpoch 0: |          | 8885/? [52:12<00:00,  2.84it/s]\nEpoch 0: |          | 8886/? [52:12<00:00,  2.84it/s]\nEpoch 0: |          | 8886/? [52:12<00:00,  2.84it/s]\nEpoch 0: |          | 8887/? [52:12<00:00,  2.84it/s]\nEpoch 0: |          | 8887/? [52:12<00:00,  2.84it/s]\nEpoch 0: |          | 8888/? [52:12<00:00,  2.84it/s]\nEpoch 0: |          | 8888/? [52:12<00:00,  2.84it/s]\nEpoch 0: |          | 8889/? [52:13<00:00,  2.84it/s]\nEpoch 0: |          | 8889/? [52:13<00:00,  2.84it/s]\nEpoch 0: |          | 8890/? [52:13<00:00,  2.84it/s]\nEpoch 0: |          | 8890/? [52:13<00:00,  2.84it/s]\nEpoch 0: |          | 8891/? [52:13<00:00,  2.84it/s]\nEpoch 0: |          | 8891/? [52:13<00:00,  2.84it/s]\nEpoch 0: |          | 8892/? [52:14<00:00,  2.84it/s]\nEpoch 0: |          | 8892/? [52:14<00:00,  2.84it/s]\nEpoch 0: |          | 8893/? [52:14<00:00,  2.84it/s]\nEpoch 0: |          | 8893/? [52:14<00:00,  2.84it/s]\nEpoch 0: |          | 8894/? [52:14<00:00,  2.84it/s]\nEpoch 0: |          | 8894/? [52:14<00:00,  2.84it/s]\nEpoch 0: |          | 8895/? [52:14<00:00,  2.84it/s]\nEpoch 0: |          | 8895/? [52:14<00:00,  2.84it/s]\nEpoch 0: |          | 8896/? [52:15<00:00,  2.84it/s]\nEpoch 0: |          | 8896/? [52:15<00:00,  2.84it/s]\nEpoch 0: |          | 8897/? [52:15<00:00,  2.84it/s]\nEpoch 0: |          | 8897/? [52:15<00:00,  2.84it/s]\nEpoch 0: |          | 8898/? [52:15<00:00,  2.84it/s]\nEpoch 0: |          | 8898/? [52:15<00:00,  2.84it/s]\nEpoch 0: |          | 8899/? [52:16<00:00,  2.84it/s]\nEpoch 0: |          | 8899/? [52:16<00:00,  2.84it/s]\nEpoch 0: |          | 8900/? [52:16<00:00,  2.84it/s]\nEpoch 0: |          | 8900/? [52:16<00:00,  2.84it/s]\nEpoch 0: |          | 8901/? [52:16<00:00,  2.84it/s]\nEpoch 0: |          | 8901/? [52:16<00:00,  2.84it/s]\nEpoch 0: |          | 8902/? [52:16<00:00,  2.84it/s]\nEpoch 0: |          | 8902/? [52:16<00:00,  2.84it/s]\nEpoch 0: |          | 8903/? [52:17<00:00,  2.84it/s]\nEpoch 0: |          | 8903/? [52:17<00:00,  2.84it/s]\nEpoch 0: |          | 8904/? [52:17<00:00,  2.84it/s]\nEpoch 0: |          | 8904/? [52:17<00:00,  2.84it/s]\nEpoch 0: |          | 8905/? [52:17<00:00,  2.84it/s]\nEpoch 0: |          | 8905/? [52:17<00:00,  2.84it/s]\nEpoch 0: |          | 8906/? [52:18<00:00,  2.84it/s]\nEpoch 0: |          | 8906/? [52:18<00:00,  2.84it/s]\nEpoch 0: |          | 8907/? [52:18<00:00,  2.84it/s]\nEpoch 0: |          | 8907/? [52:18<00:00,  2.84it/s]\nEpoch 0: |          | 8908/? [52:18<00:00,  2.84it/s]\nEpoch 0: |          | 8908/? [52:18<00:00,  2.84it/s]\nEpoch 0: |          | 8909/? [52:18<00:00,  2.84it/s]\nEpoch 0: |          | 8909/? [52:18<00:00,  2.84it/s]\nEpoch 0: |          | 8910/? [52:19<00:00,  2.84it/s]\nEpoch 0: |          | 8910/? [52:19<00:00,  2.84it/s]\nEpoch 0: |          | 8911/? [52:19<00:00,  2.84it/s]\nEpoch 0: |          | 8911/? [52:19<00:00,  2.84it/s]\nEpoch 0: |          | 8912/? [52:19<00:00,  2.84it/s]\nEpoch 0: |          | 8912/? [52:19<00:00,  2.84it/s]\nEpoch 0: |          | 8913/? [52:20<00:00,  2.84it/s]\nEpoch 0: |          | 8913/? [52:20<00:00,  2.84it/s]\nEpoch 0: |          | 8914/? [52:20<00:00,  2.84it/s]\nEpoch 0: |          | 8914/? [52:20<00:00,  2.84it/s]\nEpoch 0: |          | 8915/? [52:20<00:00,  2.84it/s]\nEpoch 0: |          | 8915/? [52:20<00:00,  2.84it/s]\nEpoch 0: |          | 8916/? [52:20<00:00,  2.84it/s]\nEpoch 0: |          | 8916/? [52:20<00:00,  2.84it/s]\nEpoch 0: |          | 8917/? [52:21<00:00,  2.84it/s]\nEpoch 0: |          | 8917/? [52:21<00:00,  2.84it/s]\nEpoch 0: |          | 8918/? [52:21<00:00,  2.84it/s]\nEpoch 0: |          | 8918/? [52:21<00:00,  2.84it/s]\nEpoch 0: |          | 8919/? [52:21<00:00,  2.84it/s]\nEpoch 0: |          | 8919/? [52:21<00:00,  2.84it/s]\nEpoch 0: |          | 8920/? [52:21<00:00,  2.84it/s]\nEpoch 0: |          | 8920/? [52:21<00:00,  2.84it/s]\nEpoch 0: |          | 8921/? [52:22<00:00,  2.84it/s]\nEpoch 0: |          | 8921/? [52:22<00:00,  2.84it/s]\nEpoch 0: |          | 8922/? [52:22<00:00,  2.84it/s]\nEpoch 0: |          | 8922/? [52:22<00:00,  2.84it/s]\nEpoch 0: |          | 8923/? [52:22<00:00,  2.84it/s]\nEpoch 0: |          | 8923/? [52:22<00:00,  2.84it/s]\nEpoch 0: |          | 8924/? [52:23<00:00,  2.84it/s]\nEpoch 0: |          | 8924/? [52:23<00:00,  2.84it/s]\nEpoch 0: |          | 8925/? [52:23<00:00,  2.84it/s]\nEpoch 0: |          | 8925/? [52:23<00:00,  2.84it/s]\nEpoch 0: |          | 8926/? [52:23<00:00,  2.84it/s]\nEpoch 0: |          | 8926/? [52:23<00:00,  2.84it/s]\nEpoch 0: |          | 8927/? [52:23<00:00,  2.84it/s]\nEpoch 0: |          | 8927/? [52:23<00:00,  2.84it/s]\nEpoch 0: |          | 8928/? [52:24<00:00,  2.84it/s]\nEpoch 0: |          | 8928/? [52:24<00:00,  2.84it/s]\nEpoch 0: |          | 8929/? [52:24<00:00,  2.84it/s]\nEpoch 0: |          | 8929/? [52:24<00:00,  2.84it/s]\nEpoch 0: |          | 8930/? [52:24<00:00,  2.84it/s]\nEpoch 0: |          | 8930/? [52:24<00:00,  2.84it/s]\nEpoch 0: |          | 8931/? [52:25<00:00,  2.84it/s]\nEpoch 0: |          | 8931/? [52:25<00:00,  2.84it/s]\nEpoch 0: |          | 8932/? [52:25<00:00,  2.84it/s]\nEpoch 0: |          | 8932/? [52:25<00:00,  2.84it/s]\nEpoch 0: |          | 8933/? [52:25<00:00,  2.84it/s]\nEpoch 0: |          | 8933/? [52:25<00:00,  2.84it/s]\nEpoch 0: |          | 8934/? [52:25<00:00,  2.84it/s]\nEpoch 0: |          | 8934/? [52:25<00:00,  2.84it/s]\nEpoch 0: |          | 8935/? [52:26<00:00,  2.84it/s]\nEpoch 0: |          | 8935/? [52:26<00:00,  2.84it/s]\nEpoch 0: |          | 8936/? [52:26<00:00,  2.84it/s]\nEpoch 0: |          | 8936/? [52:26<00:00,  2.84it/s]\nEpoch 0: |          | 8937/? [52:26<00:00,  2.84it/s]\nEpoch 0: |          | 8937/? [52:26<00:00,  2.84it/s]\nEpoch 0: |          | 8938/? [52:27<00:00,  2.84it/s]\nEpoch 0: |          | 8938/? [52:27<00:00,  2.84it/s]\nEpoch 0: |          | 8939/? [52:27<00:00,  2.84it/s]\nEpoch 0: |          | 8939/? [52:27<00:00,  2.84it/s]\nEpoch 0: |          | 8940/? [52:27<00:00,  2.84it/s]\nEpoch 0: |          | 8940/? [52:27<00:00,  2.84it/s]\nEpoch 0: |          | 8941/? [52:27<00:00,  2.84it/s]\nEpoch 0: |          | 8941/? [52:27<00:00,  2.84it/s]\nEpoch 0: |          | 8942/? [52:28<00:00,  2.84it/s]\nEpoch 0: |          | 8942/? [52:28<00:00,  2.84it/s]\nEpoch 0: |          | 8943/? [52:28<00:00,  2.84it/s]\nEpoch 0: |          | 8943/? [52:28<00:00,  2.84it/s]\nEpoch 0: |          | 8944/? [52:28<00:00,  2.84it/s]\nEpoch 0: |          | 8944/? [52:28<00:00,  2.84it/s]\nEpoch 0: |          | 8945/? [52:28<00:00,  2.84it/s]\nEpoch 0: |          | 8945/? [52:28<00:00,  2.84it/s]\nEpoch 0: |          | 8946/? [52:29<00:00,  2.84it/s]\nEpoch 0: |          | 8946/? [52:29<00:00,  2.84it/s]\nEpoch 0: |          | 8947/? [52:29<00:00,  2.84it/s]\nEpoch 0: |          | 8947/? [52:29<00:00,  2.84it/s]\nEpoch 0: |          | 8948/? [52:29<00:00,  2.84it/s]\nEpoch 0: |          | 8948/? [52:29<00:00,  2.84it/s]\nEpoch 0: |          | 8949/? [52:30<00:00,  2.84it/s]\nEpoch 0: |          | 8949/? [52:30<00:00,  2.84it/s]\nEpoch 0: |          | 8950/? [52:30<00:00,  2.84it/s]\nEpoch 0: |          | 8950/? [52:30<00:00,  2.84it/s]\nEpoch 0: |          | 8951/? [52:30<00:00,  2.84it/s]\nEpoch 0: |          | 8951/? [52:30<00:00,  2.84it/s]\nEpoch 0: |          | 8952/? [52:30<00:00,  2.84it/s]\nEpoch 0: |          | 8952/? [52:30<00:00,  2.84it/s]\nEpoch 0: |          | 8953/? [52:31<00:00,  2.84it/s]\nEpoch 0: |          | 8953/? [52:31<00:00,  2.84it/s]\nEpoch 0: |          | 8954/? [52:31<00:00,  2.84it/s]\nEpoch 0: |          | 8954/? [52:31<00:00,  2.84it/s]\nEpoch 0: |          | 8955/? [52:31<00:00,  2.84it/s]\nEpoch 0: |          | 8955/? [52:31<00:00,  2.84it/s]\nEpoch 0: |          | 8956/? [52:32<00:00,  2.84it/s]\nEpoch 0: |          | 8956/? [52:32<00:00,  2.84it/s]\nEpoch 0: |          | 8957/? [52:32<00:00,  2.84it/s]\nEpoch 0: |          | 8957/? [52:32<00:00,  2.84it/s]\nEpoch 0: |          | 8958/? [52:32<00:00,  2.84it/s]\nEpoch 0: |          | 8958/? [52:32<00:00,  2.84it/s]\nEpoch 0: |          | 8959/? [52:32<00:00,  2.84it/s]\nEpoch 0: |          | 8959/? [52:32<00:00,  2.84it/s]\nEpoch 0: |          | 8960/? [52:33<00:00,  2.84it/s]\nEpoch 0: |          | 8960/? [52:33<00:00,  2.84it/s]\nEpoch 0: |          | 8961/? [52:33<00:00,  2.84it/s]\nEpoch 0: |          | 8961/? [52:33<00:00,  2.84it/s]\nEpoch 0: |          | 8962/? [52:33<00:00,  2.84it/s]\nEpoch 0: |          | 8962/? [52:33<00:00,  2.84it/s]\nEpoch 0: |          | 8963/? [52:34<00:00,  2.84it/s]\nEpoch 0: |          | 8963/? [52:34<00:00,  2.84it/s]\nEpoch 0: |          | 8964/? [52:34<00:00,  2.84it/s]\nEpoch 0: |          | 8964/? [52:34<00:00,  2.84it/s]\nEpoch 0: |          | 8965/? [52:34<00:00,  2.84it/s]\nEpoch 0: |          | 8965/? [52:34<00:00,  2.84it/s]\nEpoch 0: |          | 8966/? [52:34<00:00,  2.84it/s]\nEpoch 0: |          | 8966/? [52:34<00:00,  2.84it/s]\nEpoch 0: |          | 8967/? [52:35<00:00,  2.84it/s]\nEpoch 0: |          | 8967/? [52:35<00:00,  2.84it/s]\nEpoch 0: |          | 8968/? [52:35<00:00,  2.84it/s]\nEpoch 0: |          | 8968/? [52:35<00:00,  2.84it/s]\nEpoch 0: |          | 8969/? [52:35<00:00,  2.84it/s]\nEpoch 0: |          | 8969/? [52:35<00:00,  2.84it/s]\nEpoch 0: |          | 8970/? [52:35<00:00,  2.84it/s]\nEpoch 0: |          | 8970/? [52:35<00:00,  2.84it/s]\nEpoch 0: |          | 8971/? [52:36<00:00,  2.84it/s]\nEpoch 0: |          | 8971/? [52:36<00:00,  2.84it/s]\nEpoch 0: |          | 8972/? [52:36<00:00,  2.84it/s]\nEpoch 0: |          | 8972/? [52:36<00:00,  2.84it/s]\nEpoch 0: |          | 8973/? [52:36<00:00,  2.84it/s]\nEpoch 0: |          | 8973/? [52:36<00:00,  2.84it/s]\nEpoch 0: |          | 8974/? [52:37<00:00,  2.84it/s]\nEpoch 0: |          | 8974/? [52:37<00:00,  2.84it/s]\nEpoch 0: |          | 8975/? [52:37<00:00,  2.84it/s]\nEpoch 0: |          | 8975/? [52:37<00:00,  2.84it/s]\nEpoch 0: |          | 8976/? [52:37<00:00,  2.84it/s]\nEpoch 0: |          | 8976/? [52:37<00:00,  2.84it/s]\nEpoch 0: |          | 8977/? [52:37<00:00,  2.84it/s]\nEpoch 0: |          | 8977/? [52:37<00:00,  2.84it/s]\nEpoch 0: |          | 8978/? [52:38<00:00,  2.84it/s]\nEpoch 0: |          | 8978/? [52:38<00:00,  2.84it/s]\nEpoch 0: |          | 8979/? [52:38<00:00,  2.84it/s]\nEpoch 0: |          | 8979/? [52:38<00:00,  2.84it/s]\nEpoch 0: |          | 8980/? [52:38<00:00,  2.84it/s]\nEpoch 0: |          | 8980/? [52:38<00:00,  2.84it/s]\nEpoch 0: |          | 8981/? [52:39<00:00,  2.84it/s]\nEpoch 0: |          | 8981/? [52:39<00:00,  2.84it/s]\nEpoch 0: |          | 8982/? [52:39<00:00,  2.84it/s]\nEpoch 0: |          | 8982/? [52:39<00:00,  2.84it/s]\nEpoch 0: |          | 8983/? [52:39<00:00,  2.84it/s]\nEpoch 0: |          | 8983/? [52:39<00:00,  2.84it/s]\nEpoch 0: |          | 8984/? [52:39<00:00,  2.84it/s]\nEpoch 0: |          | 8984/? [52:39<00:00,  2.84it/s]\nEpoch 0: |          | 8985/? [52:40<00:00,  2.84it/s]\nEpoch 0: |          | 8985/? [52:40<00:00,  2.84it/s]\nEpoch 0: |          | 8986/? [52:40<00:00,  2.84it/s]\nEpoch 0: |          | 8986/? [52:40<00:00,  2.84it/s]\nEpoch 0: |          | 8987/? [52:40<00:00,  2.84it/s]\nEpoch 0: |          | 8987/? [52:40<00:00,  2.84it/s]\nEpoch 0: |          | 8988/? [52:41<00:00,  2.84it/s]\nEpoch 0: |          | 8988/? [52:41<00:00,  2.84it/s]\nEpoch 0: |          | 8989/? [52:41<00:00,  2.84it/s]\nEpoch 0: |          | 8989/? [52:41<00:00,  2.84it/s]\nEpoch 0: |          | 8990/? [52:41<00:00,  2.84it/s]\nEpoch 0: |          | 8990/? [52:41<00:00,  2.84it/s]\nEpoch 0: |          | 8991/? [52:41<00:00,  2.84it/s]\nEpoch 0: |          | 8991/? [52:41<00:00,  2.84it/s]\nEpoch 0: |          | 8992/? [52:42<00:00,  2.84it/s]\nEpoch 0: |          | 8992/? [52:42<00:00,  2.84it/s]\nEpoch 0: |          | 8993/? [52:42<00:00,  2.84it/s]\nEpoch 0: |          | 8993/? [52:42<00:00,  2.84it/s]\nEpoch 0: |          | 8994/? [52:42<00:00,  2.84it/s]\nEpoch 0: |          | 8994/? [52:42<00:00,  2.84it/s]\nEpoch 0: |          | 8995/? [52:42<00:00,  2.84it/s]\nEpoch 0: |          | 8995/? [52:42<00:00,  2.84it/s]\nEpoch 0: |          | 8996/? [52:43<00:00,  2.84it/s]\nEpoch 0: |          | 8996/? [52:43<00:00,  2.84it/s]\nEpoch 0: |          | 8997/? [52:43<00:00,  2.84it/s]\nEpoch 0: |          | 8997/? [52:43<00:00,  2.84it/s]\nEpoch 0: |          | 8998/? [52:43<00:00,  2.84it/s]\nEpoch 0: |          | 8998/? [52:43<00:00,  2.84it/s]\nEpoch 0: |          | 8999/? [52:44<00:00,  2.84it/s]\nEpoch 0: |          | 8999/? [52:44<00:00,  2.84it/s]\nEpoch 0: |          | 9000/? [52:44<00:00,  2.84it/s]\nEpoch 0: |          | 9000/? [52:44<00:00,  2.84it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.75it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.50it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.43it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.46it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 9000/? [52:44<00:00,  2.84it/s]\nEpoch 0: |          | 9001/? [52:45<00:00,  2.84it/s]\nEpoch 0: |          | 9001/? [52:45<00:00,  2.84it/s]\nEpoch 0: |          | 9002/? [52:45<00:00,  2.84it/s]\nEpoch 0: |          | 9002/? [52:45<00:00,  2.84it/s]\nEpoch 0: |          | 9003/? [52:45<00:00,  2.84it/s]\nEpoch 0: |          | 9003/? [52:45<00:00,  2.84it/s]\nEpoch 0: |          | 9004/? [52:45<00:00,  2.84it/s]\nEpoch 0: |          | 9004/? [52:45<00:00,  2.84it/s]\nEpoch 0: |          | 9005/? [52:46<00:00,  2.84it/s]\nEpoch 0: |          | 9005/? [52:46<00:00,  2.84it/s]\nEpoch 0: |          | 9006/? [52:46<00:00,  2.84it/s]\nEpoch 0: |          | 9006/? [52:46<00:00,  2.84it/s]\nEpoch 0: |          | 9007/? [52:46<00:00,  2.84it/s]\nEpoch 0: |          | 9007/? [52:46<00:00,  2.84it/s]\nEpoch 0: |          | 9008/? [52:46<00:00,  2.84it/s]\nEpoch 0: |          | 9008/? [52:46<00:00,  2.84it/s]\nEpoch 0: |          | 9009/? [52:47<00:00,  2.84it/s]\nEpoch 0: |          | 9009/? [52:47<00:00,  2.84it/s]\nEpoch 0: |          | 9010/? [52:47<00:00,  2.84it/s]\nEpoch 0: |          | 9010/? [52:47<00:00,  2.84it/s]\nEpoch 0: |          | 9011/? [52:47<00:00,  2.84it/s]\nEpoch 0: |          | 9011/? [52:47<00:00,  2.84it/s]\nEpoch 0: |          | 9012/? [52:48<00:00,  2.84it/s]\nEpoch 0: |          | 9012/? [52:48<00:00,  2.84it/s]\nEpoch 0: |          | 9013/? [52:48<00:00,  2.84it/s]\nEpoch 0: |          | 9013/? [52:48<00:00,  2.84it/s]\nEpoch 0: |          | 9014/? [52:48<00:00,  2.84it/s]\nEpoch 0: |          | 9014/? [52:48<00:00,  2.84it/s]\nEpoch 0: |          | 9015/? [52:48<00:00,  2.84it/s]\nEpoch 0: |          | 9015/? [52:48<00:00,  2.84it/s]\nEpoch 0: |          | 9016/? [52:49<00:00,  2.84it/s]\nEpoch 0: |          | 9016/? [52:49<00:00,  2.84it/s]\nEpoch 0: |          | 9017/? [52:49<00:00,  2.84it/s]\nEpoch 0: |          | 9017/? [52:49<00:00,  2.84it/s]\nEpoch 0: |          | 9018/? [52:49<00:00,  2.85it/s]\nEpoch 0: |          | 9018/? [52:49<00:00,  2.85it/s]\nEpoch 0: |          | 9019/? [52:50<00:00,  2.85it/s]\nEpoch 0: |          | 9019/? [52:50<00:00,  2.85it/s]\nEpoch 0: |          | 9020/? [52:50<00:00,  2.85it/s]\nEpoch 0: |          | 9020/? [52:50<00:00,  2.85it/s]\nEpoch 0: |          | 9021/? [52:50<00:00,  2.85it/s]\nEpoch 0: |          | 9021/? [52:50<00:00,  2.85it/s]\nEpoch 0: |          | 9022/? [52:50<00:00,  2.85it/s]\nEpoch 0: |          | 9022/? [52:50<00:00,  2.85it/s]\nEpoch 0: |          | 9023/? [52:51<00:00,  2.85it/s]\nEpoch 0: |          | 9023/? [52:51<00:00,  2.85it/s]\nEpoch 0: |          | 9024/? [52:51<00:00,  2.85it/s]\nEpoch 0: |          | 9024/? [52:51<00:00,  2.85it/s]\nEpoch 0: |          | 9025/? [52:51<00:00,  2.85it/s]\nEpoch 0: |          | 9025/? [52:51<00:00,  2.85it/s]\nEpoch 0: |          | 9026/? [52:51<00:00,  2.85it/s]\nEpoch 0: |          | 9026/? [52:51<00:00,  2.85it/s]\nEpoch 0: |          | 9027/? [52:52<00:00,  2.85it/s]\nEpoch 0: |          | 9027/? [52:52<00:00,  2.85it/s]\nEpoch 0: |          | 9028/? [52:52<00:00,  2.85it/s]\nEpoch 0: |          | 9028/? [52:52<00:00,  2.85it/s]\nEpoch 0: |          | 9029/? [52:52<00:00,  2.85it/s]\nEpoch 0: |          | 9029/? [52:52<00:00,  2.85it/s]\nEpoch 0: |          | 9030/? [52:53<00:00,  2.85it/s]\nEpoch 0: |          | 9030/? [52:53<00:00,  2.85it/s]\nEpoch 0: |          | 9031/? [52:53<00:00,  2.85it/s]\nEpoch 0: |          | 9031/? [52:53<00:00,  2.85it/s]\nEpoch 0: |          | 9032/? [52:53<00:00,  2.85it/s]\nEpoch 0: |          | 9032/? [52:53<00:00,  2.85it/s]\nEpoch 0: |          | 9033/? [52:53<00:00,  2.85it/s]\nEpoch 0: |          | 9033/? [52:53<00:00,  2.85it/s]\nEpoch 0: |          | 9034/? [52:54<00:00,  2.85it/s]\nEpoch 0: |          | 9034/? [52:54<00:00,  2.85it/s]\nEpoch 0: |          | 9035/? [52:54<00:00,  2.85it/s]\nEpoch 0: |          | 9035/? [52:54<00:00,  2.85it/s]\nEpoch 0: |          | 9036/? [52:54<00:00,  2.85it/s]\nEpoch 0: |          | 9036/? [52:54<00:00,  2.85it/s]\nEpoch 0: |          | 9037/? [52:55<00:00,  2.85it/s]\nEpoch 0: |          | 9037/? [52:55<00:00,  2.85it/s]\nEpoch 0: |          | 9038/? [52:55<00:00,  2.85it/s]\nEpoch 0: |          | 9038/? [52:55<00:00,  2.85it/s]\nEpoch 0: |          | 9039/? [52:55<00:00,  2.85it/s]\nEpoch 0: |          | 9039/? [52:55<00:00,  2.85it/s]\nEpoch 0: |          | 9040/? [52:55<00:00,  2.85it/s]\nEpoch 0: |          | 9040/? [52:55<00:00,  2.85it/s]\nEpoch 0: |          | 9041/? [52:56<00:00,  2.85it/s]\nEpoch 0: |          | 9041/? [52:56<00:00,  2.85it/s]\nEpoch 0: |          | 9042/? [52:56<00:00,  2.85it/s]\nEpoch 0: |          | 9042/? [52:56<00:00,  2.85it/s]\nEpoch 0: |          | 9043/? [52:56<00:00,  2.85it/s]\nEpoch 0: |          | 9043/? [52:56<00:00,  2.85it/s]\nEpoch 0: |          | 9044/? [52:57<00:00,  2.85it/s]\nEpoch 0: |          | 9044/? [52:57<00:00,  2.85it/s]\nEpoch 0: |          | 9045/? [52:57<00:00,  2.85it/s]\nEpoch 0: |          | 9045/? [52:57<00:00,  2.85it/s]\nEpoch 0: |          | 9046/? [52:57<00:00,  2.85it/s]\nEpoch 0: |          | 9046/? [52:57<00:00,  2.85it/s]\nEpoch 0: |          | 9047/? [52:57<00:00,  2.85it/s]\nEpoch 0: |          | 9047/? [52:57<00:00,  2.85it/s]\nEpoch 0: |          | 9048/? [52:58<00:00,  2.85it/s]\nEpoch 0: |          | 9048/? [52:58<00:00,  2.85it/s]\nEpoch 0: |          | 9049/? [52:58<00:00,  2.85it/s]\nEpoch 0: |          | 9049/? [52:58<00:00,  2.85it/s]\nEpoch 0: |          | 9050/? [52:58<00:00,  2.85it/s]\nEpoch 0: |          | 9050/? [52:58<00:00,  2.85it/s]\nEpoch 0: |          | 9051/? [52:58<00:00,  2.85it/s]\nEpoch 0: |          | 9051/? [52:58<00:00,  2.85it/s]\nEpoch 0: |          | 9052/? [52:59<00:00,  2.85it/s]\nEpoch 0: |          | 9052/? [52:59<00:00,  2.85it/s]\nEpoch 0: |          | 9053/? [52:59<00:00,  2.85it/s]\nEpoch 0: |          | 9053/? [52:59<00:00,  2.85it/s]\nEpoch 0: |          | 9054/? [52:59<00:00,  2.85it/s]\nEpoch 0: |          | 9054/? [52:59<00:00,  2.85it/s]\nEpoch 0: |          | 9055/? [53:00<00:00,  2.85it/s]\nEpoch 0: |          | 9055/? [53:00<00:00,  2.85it/s]\nEpoch 0: |          | 9056/? [53:00<00:00,  2.85it/s]\nEpoch 0: |          | 9056/? [53:00<00:00,  2.85it/s]\nEpoch 0: |          | 9057/? [53:00<00:00,  2.85it/s]\nEpoch 0: |          | 9057/? [53:00<00:00,  2.85it/s]\nEpoch 0: |          | 9058/? [53:00<00:00,  2.85it/s]\nEpoch 0: |          | 9058/? [53:00<00:00,  2.85it/s]\nEpoch 0: |          | 9059/? [53:01<00:00,  2.85it/s]\nEpoch 0: |          | 9059/? [53:01<00:00,  2.85it/s]\nEpoch 0: |          | 9060/? [53:01<00:00,  2.85it/s]\nEpoch 0: |          | 9060/? [53:01<00:00,  2.85it/s]\nEpoch 0: |          | 9061/? [53:01<00:00,  2.85it/s]\nEpoch 0: |          | 9061/? [53:01<00:00,  2.85it/s]\nEpoch 0: |          | 9062/? [53:02<00:00,  2.85it/s]\nEpoch 0: |          | 9062/? [53:02<00:00,  2.85it/s]\nEpoch 0: |          | 9063/? [53:02<00:00,  2.85it/s]\nEpoch 0: |          | 9063/? [53:02<00:00,  2.85it/s]\nEpoch 0: |          | 9064/? [53:02<00:00,  2.85it/s]\nEpoch 0: |          | 9064/? [53:02<00:00,  2.85it/s]\nEpoch 0: |          | 9065/? [53:02<00:00,  2.85it/s]\nEpoch 0: |          | 9065/? [53:02<00:00,  2.85it/s]\nEpoch 0: |          | 9066/? [53:03<00:00,  2.85it/s]\nEpoch 0: |          | 9066/? [53:03<00:00,  2.85it/s]\nEpoch 0: |          | 9067/? [53:03<00:00,  2.85it/s]\nEpoch 0: |          | 9067/? [53:03<00:00,  2.85it/s]\nEpoch 0: |          | 9068/? [53:03<00:00,  2.85it/s]\nEpoch 0: |          | 9068/? [53:03<00:00,  2.85it/s]\nEpoch 0: |          | 9069/? [53:03<00:00,  2.85it/s]\nEpoch 0: |          | 9069/? [53:03<00:00,  2.85it/s]\nEpoch 0: |          | 9070/? [53:04<00:00,  2.85it/s]\nEpoch 0: |          | 9070/? [53:04<00:00,  2.85it/s]\nEpoch 0: |          | 9071/? [53:04<00:00,  2.85it/s]\nEpoch 0: |          | 9071/? [53:04<00:00,  2.85it/s]\nEpoch 0: |          | 9072/? [53:04<00:00,  2.85it/s]\nEpoch 0: |          | 9072/? [53:04<00:00,  2.85it/s]\nEpoch 0: |          | 9073/? [53:05<00:00,  2.85it/s]\nEpoch 0: |          | 9073/? [53:05<00:00,  2.85it/s]\nEpoch 0: |          | 9074/? [53:05<00:00,  2.85it/s]\nEpoch 0: |          | 9074/? [53:05<00:00,  2.85it/s]\nEpoch 0: |          | 9075/? [53:05<00:00,  2.85it/s]\nEpoch 0: |          | 9075/? [53:05<00:00,  2.85it/s]\nEpoch 0: |          | 9076/? [53:05<00:00,  2.85it/s]\nEpoch 0: |          | 9076/? [53:05<00:00,  2.85it/s]\nEpoch 0: |          | 9077/? [53:06<00:00,  2.85it/s]\nEpoch 0: |          | 9077/? [53:06<00:00,  2.85it/s]\nEpoch 0: |          | 9078/? [53:06<00:00,  2.85it/s]\nEpoch 0: |          | 9078/? [53:06<00:00,  2.85it/s]\nEpoch 0: |          | 9079/? [53:06<00:00,  2.85it/s]\nEpoch 0: |          | 9079/? [53:06<00:00,  2.85it/s]\nEpoch 0: |          | 9080/? [53:06<00:00,  2.85it/s]\nEpoch 0: |          | 9080/? [53:06<00:00,  2.85it/s]\nEpoch 0: |          | 9081/? [53:07<00:00,  2.85it/s]\nEpoch 0: |          | 9081/? [53:07<00:00,  2.85it/s]\nEpoch 0: |          | 9082/? [53:07<00:00,  2.85it/s]\nEpoch 0: |          | 9082/? [53:07<00:00,  2.85it/s]\nEpoch 0: |          | 9083/? [53:07<00:00,  2.85it/s]\nEpoch 0: |          | 9083/? [53:07<00:00,  2.85it/s]\nEpoch 0: |          | 9084/? [53:08<00:00,  2.85it/s]\nEpoch 0: |          | 9084/? [53:08<00:00,  2.85it/s]\nEpoch 0: |          | 9085/? [53:08<00:00,  2.85it/s]\nEpoch 0: |          | 9085/? [53:08<00:00,  2.85it/s]\nEpoch 0: |          | 9086/? [53:08<00:00,  2.85it/s]\nEpoch 0: |          | 9086/? [53:08<00:00,  2.85it/s]\nEpoch 0: |          | 9087/? [53:08<00:00,  2.85it/s]\nEpoch 0: |          | 9087/? [53:08<00:00,  2.85it/s]\nEpoch 0: |          | 9088/? [53:09<00:00,  2.85it/s]\nEpoch 0: |          | 9088/? [53:09<00:00,  2.85it/s]\nEpoch 0: |          | 9089/? [53:09<00:00,  2.85it/s]\nEpoch 0: |          | 9089/? [53:09<00:00,  2.85it/s]\nEpoch 0: |          | 9090/? [53:09<00:00,  2.85it/s]\nEpoch 0: |          | 9090/? [53:09<00:00,  2.85it/s]\nEpoch 0: |          | 9091/? [53:10<00:00,  2.85it/s]\nEpoch 0: |          | 9091/? [53:10<00:00,  2.85it/s]\nEpoch 0: |          | 9092/? [53:10<00:00,  2.85it/s]\nEpoch 0: |          | 9092/? [53:10<00:00,  2.85it/s]\nEpoch 0: |          | 9093/? [53:10<00:00,  2.85it/s]\nEpoch 0: |          | 9093/? [53:10<00:00,  2.85it/s]\nEpoch 0: |          | 9094/? [53:10<00:00,  2.85it/s]\nEpoch 0: |          | 9094/? [53:10<00:00,  2.85it/s]\nEpoch 0: |          | 9095/? [53:11<00:00,  2.85it/s]\nEpoch 0: |          | 9095/? [53:11<00:00,  2.85it/s]\nEpoch 0: |          | 9096/? [53:11<00:00,  2.85it/s]\nEpoch 0: |          | 9096/? [53:11<00:00,  2.85it/s]\nEpoch 0: |          | 9097/? [53:11<00:00,  2.85it/s]\nEpoch 0: |          | 9097/? [53:11<00:00,  2.85it/s]\nEpoch 0: |          | 9098/? [53:11<00:00,  2.85it/s]\nEpoch 0: |          | 9098/? [53:11<00:00,  2.85it/s]\nEpoch 0: |          | 9099/? [53:12<00:00,  2.85it/s]\nEpoch 0: |          | 9099/? [53:12<00:00,  2.85it/s]\nEpoch 0: |          | 9100/? [53:12<00:00,  2.85it/s]\nEpoch 0: |          | 9100/? [53:12<00:00,  2.85it/s]\nEpoch 0: |          | 9101/? [53:12<00:00,  2.85it/s]\nEpoch 0: |          | 9101/? [53:12<00:00,  2.85it/s]\nEpoch 0: |          | 9102/? [53:13<00:00,  2.85it/s]\nEpoch 0: |          | 9102/? [53:13<00:00,  2.85it/s]\nEpoch 0: |          | 9103/? [53:13<00:00,  2.85it/s]\nEpoch 0: |          | 9103/? [53:13<00:00,  2.85it/s]\nEpoch 0: |          | 9104/? [53:13<00:00,  2.85it/s]\nEpoch 0: |          | 9104/? [53:13<00:00,  2.85it/s]\nEpoch 0: |          | 9105/? [53:13<00:00,  2.85it/s]\nEpoch 0: |          | 9105/? [53:13<00:00,  2.85it/s]\nEpoch 0: |          | 9106/? [53:14<00:00,  2.85it/s]\nEpoch 0: |          | 9106/? [53:14<00:00,  2.85it/s]\nEpoch 0: |          | 9107/? [53:14<00:00,  2.85it/s]\nEpoch 0: |          | 9107/? [53:14<00:00,  2.85it/s]\nEpoch 0: |          | 9108/? [53:14<00:00,  2.85it/s]\nEpoch 0: |          | 9108/? [53:14<00:00,  2.85it/s]\nEpoch 0: |          | 9109/? [53:15<00:00,  2.85it/s]\nEpoch 0: |          | 9109/? [53:15<00:00,  2.85it/s]\nEpoch 0: |          | 9110/? [53:15<00:00,  2.85it/s]\nEpoch 0: |          | 9110/? [53:15<00:00,  2.85it/s]\nEpoch 0: |          | 9111/? [53:15<00:00,  2.85it/s]\nEpoch 0: |          | 9111/? [53:15<00:00,  2.85it/s]\nEpoch 0: |          | 9112/? [53:15<00:00,  2.85it/s]\nEpoch 0: |          | 9112/? [53:15<00:00,  2.85it/s]\nEpoch 0: |          | 9113/? [53:16<00:00,  2.85it/s]\nEpoch 0: |          | 9113/? [53:16<00:00,  2.85it/s]\nEpoch 0: |          | 9114/? [53:16<00:00,  2.85it/s]\nEpoch 0: |          | 9114/? [53:16<00:00,  2.85it/s]\nEpoch 0: |          | 9115/? [53:16<00:00,  2.85it/s]\nEpoch 0: |          | 9115/? [53:16<00:00,  2.85it/s]\nEpoch 0: |          | 9116/? [53:17<00:00,  2.85it/s]\nEpoch 0: |          | 9116/? [53:17<00:00,  2.85it/s]\nEpoch 0: |          | 9117/? [53:17<00:00,  2.85it/s]\nEpoch 0: |          | 9117/? [53:17<00:00,  2.85it/s]\nEpoch 0: |          | 9118/? [53:17<00:00,  2.85it/s]\nEpoch 0: |          | 9118/? [53:17<00:00,  2.85it/s]\nEpoch 0: |          | 9119/? [53:17<00:00,  2.85it/s]\nEpoch 0: |          | 9119/? [53:17<00:00,  2.85it/s]\nEpoch 0: |          | 9120/? [53:18<00:00,  2.85it/s]\nEpoch 0: |          | 9120/? [53:18<00:00,  2.85it/s]\nEpoch 0: |          | 9121/? [53:18<00:00,  2.85it/s]\nEpoch 0: |          | 9121/? [53:18<00:00,  2.85it/s]\nEpoch 0: |          | 9122/? [53:18<00:00,  2.85it/s]\nEpoch 0: |          | 9122/? [53:18<00:00,  2.85it/s]\nEpoch 0: |          | 9123/? [53:18<00:00,  2.85it/s]\nEpoch 0: |          | 9123/? [53:18<00:00,  2.85it/s]\nEpoch 0: |          | 9124/? [53:19<00:00,  2.85it/s]\nEpoch 0: |          | 9124/? [53:19<00:00,  2.85it/s]\nEpoch 0: |          | 9125/? [53:19<00:00,  2.85it/s]\nEpoch 0: |          | 9125/? [53:19<00:00,  2.85it/s]\nEpoch 0: |          | 9126/? [53:19<00:00,  2.85it/s]\nEpoch 0: |          | 9126/? [53:19<00:00,  2.85it/s]\nEpoch 0: |          | 9127/? [53:20<00:00,  2.85it/s]\nEpoch 0: |          | 9127/? [53:20<00:00,  2.85it/s]\nEpoch 0: |          | 9128/? [53:20<00:00,  2.85it/s]\nEpoch 0: |          | 9128/? [53:20<00:00,  2.85it/s]\nEpoch 0: |          | 9129/? [53:20<00:00,  2.85it/s]\nEpoch 0: |          | 9129/? [53:20<00:00,  2.85it/s]\nEpoch 0: |          | 9130/? [53:20<00:00,  2.85it/s]\nEpoch 0: |          | 9130/? [53:20<00:00,  2.85it/s]\nEpoch 0: |          | 9131/? [53:21<00:00,  2.85it/s]\nEpoch 0: |          | 9131/? [53:21<00:00,  2.85it/s]\nEpoch 0: |          | 9132/? [53:21<00:00,  2.85it/s]\nEpoch 0: |          | 9132/? [53:21<00:00,  2.85it/s]\nEpoch 0: |          | 9133/? [53:21<00:00,  2.85it/s]\nEpoch 0: |          | 9133/? [53:21<00:00,  2.85it/s]\nEpoch 0: |          | 9134/? [53:22<00:00,  2.85it/s]\nEpoch 0: |          | 9134/? [53:22<00:00,  2.85it/s]\nEpoch 0: |          | 9135/? [53:22<00:00,  2.85it/s]\nEpoch 0: |          | 9135/? [53:22<00:00,  2.85it/s]\nEpoch 0: |          | 9136/? [53:22<00:00,  2.85it/s]\nEpoch 0: |          | 9136/? [53:22<00:00,  2.85it/s]\nEpoch 0: |          | 9137/? [53:22<00:00,  2.85it/s]\nEpoch 0: |          | 9137/? [53:22<00:00,  2.85it/s]\nEpoch 0: |          | 9138/? [53:23<00:00,  2.85it/s]\nEpoch 0: |          | 9138/? [53:23<00:00,  2.85it/s]\nEpoch 0: |          | 9139/? [53:23<00:00,  2.85it/s]\nEpoch 0: |          | 9139/? [53:23<00:00,  2.85it/s]\nEpoch 0: |          | 9140/? [53:23<00:00,  2.85it/s]\nEpoch 0: |          | 9140/? [53:23<00:00,  2.85it/s]\nEpoch 0: |          | 9141/? [53:24<00:00,  2.85it/s]\nEpoch 0: |          | 9141/? [53:24<00:00,  2.85it/s]\nEpoch 0: |          | 9142/? [53:24<00:00,  2.85it/s]\nEpoch 0: |          | 9142/? [53:24<00:00,  2.85it/s]\nEpoch 0: |          | 9143/? [53:24<00:00,  2.85it/s]\nEpoch 0: |          | 9143/? [53:24<00:00,  2.85it/s]\nEpoch 0: |          | 9144/? [53:24<00:00,  2.85it/s]\nEpoch 0: |          | 9144/? [53:24<00:00,  2.85it/s]\nEpoch 0: |          | 9145/? [53:25<00:00,  2.85it/s]\nEpoch 0: |          | 9145/? [53:25<00:00,  2.85it/s]\nEpoch 0: |          | 9146/? [53:25<00:00,  2.85it/s]\nEpoch 0: |          | 9146/? [53:25<00:00,  2.85it/s]\nEpoch 0: |          | 9147/? [53:25<00:00,  2.85it/s]\nEpoch 0: |          | 9147/? [53:25<00:00,  2.85it/s]\nEpoch 0: |          | 9148/? [53:25<00:00,  2.85it/s]\nEpoch 0: |          | 9148/? [53:25<00:00,  2.85it/s]\nEpoch 0: |          | 9149/? [53:26<00:00,  2.85it/s]\nEpoch 0: |          | 9149/? [53:26<00:00,  2.85it/s]\nEpoch 0: |          | 9150/? [53:26<00:00,  2.85it/s]\nEpoch 0: |          | 9150/? [53:26<00:00,  2.85it/s]\nEpoch 0: |          | 9151/? [53:26<00:00,  2.85it/s]\nEpoch 0: |          | 9151/? [53:26<00:00,  2.85it/s]\nEpoch 0: |          | 9152/? [53:27<00:00,  2.85it/s]\nEpoch 0: |          | 9152/? [53:27<00:00,  2.85it/s]\nEpoch 0: |          | 9153/? [53:27<00:00,  2.85it/s]\nEpoch 0: |          | 9153/? [53:27<00:00,  2.85it/s]\nEpoch 0: |          | 9154/? [53:27<00:00,  2.85it/s]\nEpoch 0: |          | 9154/? [53:27<00:00,  2.85it/s]\nEpoch 0: |          | 9155/? [53:27<00:00,  2.85it/s]\nEpoch 0: |          | 9155/? [53:27<00:00,  2.85it/s]\nEpoch 0: |          | 9156/? [53:28<00:00,  2.85it/s]\nEpoch 0: |          | 9156/? [53:28<00:00,  2.85it/s]\nEpoch 0: |          | 9157/? [53:28<00:00,  2.85it/s]\nEpoch 0: |          | 9157/? [53:28<00:00,  2.85it/s]\nEpoch 0: |          | 9158/? [53:28<00:00,  2.85it/s]\nEpoch 0: |          | 9158/? [53:28<00:00,  2.85it/s]\nEpoch 0: |          | 9159/? [53:29<00:00,  2.85it/s]\nEpoch 0: |          | 9159/? [53:29<00:00,  2.85it/s]\nEpoch 0: |          | 9160/? [53:29<00:00,  2.85it/s]\nEpoch 0: |          | 9160/? [53:29<00:00,  2.85it/s]\nEpoch 0: |          | 9161/? [53:29<00:00,  2.85it/s]\nEpoch 0: |          | 9161/? [53:29<00:00,  2.85it/s]\nEpoch 0: |          | 9162/? [53:29<00:00,  2.85it/s]\nEpoch 0: |          | 9162/? [53:29<00:00,  2.85it/s]\nEpoch 0: |          | 9163/? [53:30<00:00,  2.85it/s]\nEpoch 0: |          | 9163/? [53:30<00:00,  2.85it/s]\nEpoch 0: |          | 9164/? [53:30<00:00,  2.85it/s]\nEpoch 0: |          | 9164/? [53:30<00:00,  2.85it/s]\nEpoch 0: |          | 9165/? [53:30<00:00,  2.85it/s]\nEpoch 0: |          | 9165/? [53:30<00:00,  2.85it/s]\nEpoch 0: |          | 9166/? [53:31<00:00,  2.85it/s]\nEpoch 0: |          | 9166/? [53:31<00:00,  2.85it/s]\nEpoch 0: |          | 9167/? [53:31<00:00,  2.85it/s]\nEpoch 0: |          | 9167/? [53:31<00:00,  2.85it/s]\nEpoch 0: |          | 9168/? [53:31<00:00,  2.85it/s]\nEpoch 0: |          | 9168/? [53:31<00:00,  2.85it/s]\nEpoch 0: |          | 9169/? [53:31<00:00,  2.85it/s]\nEpoch 0: |          | 9169/? [53:31<00:00,  2.85it/s]\nEpoch 0: |          | 9170/? [53:32<00:00,  2.85it/s]\nEpoch 0: |          | 9170/? [53:32<00:00,  2.85it/s]\nEpoch 0: |          | 9171/? [53:32<00:00,  2.85it/s]\nEpoch 0: |          | 9171/? [53:32<00:00,  2.85it/s]\nEpoch 0: |          | 9172/? [53:32<00:00,  2.85it/s]\nEpoch 0: |          | 9172/? [53:32<00:00,  2.85it/s]\nEpoch 0: |          | 9173/? [53:32<00:00,  2.86it/s]\nEpoch 0: |          | 9173/? [53:32<00:00,  2.86it/s]\nEpoch 0: |          | 9174/? [53:33<00:00,  2.86it/s]\nEpoch 0: |          | 9174/? [53:33<00:00,  2.86it/s]\nEpoch 0: |          | 9175/? [53:33<00:00,  2.86it/s]\nEpoch 0: |          | 9175/? [53:33<00:00,  2.86it/s]\nEpoch 0: |          | 9176/? [53:33<00:00,  2.86it/s]\nEpoch 0: |          | 9176/? [53:33<00:00,  2.86it/s]\nEpoch 0: |          | 9177/? [53:34<00:00,  2.86it/s]\nEpoch 0: |          | 9177/? [53:34<00:00,  2.86it/s]\nEpoch 0: |          | 9178/? [53:34<00:00,  2.86it/s]\nEpoch 0: |          | 9178/? [53:34<00:00,  2.86it/s]\nEpoch 0: |          | 9179/? [53:34<00:00,  2.86it/s]\nEpoch 0: |          | 9179/? [53:34<00:00,  2.86it/s]\nEpoch 0: |          | 9180/? [53:34<00:00,  2.86it/s]\nEpoch 0: |          | 9180/? [53:34<00:00,  2.86it/s]\nEpoch 0: |          | 9181/? [53:35<00:00,  2.86it/s]\nEpoch 0: |          | 9181/? [53:35<00:00,  2.86it/s]\nEpoch 0: |          | 9182/? [53:35<00:00,  2.86it/s]\nEpoch 0: |          | 9182/? [53:35<00:00,  2.86it/s]\nEpoch 0: |          | 9183/? [53:35<00:00,  2.86it/s]\nEpoch 0: |          | 9183/? [53:35<00:00,  2.86it/s]\nEpoch 0: |          | 9184/? [53:35<00:00,  2.86it/s]\nEpoch 0: |          | 9184/? [53:35<00:00,  2.86it/s]\nEpoch 0: |          | 9185/? [53:36<00:00,  2.86it/s]\nEpoch 0: |          | 9185/? [53:36<00:00,  2.86it/s]\nEpoch 0: |          | 9186/? [53:36<00:00,  2.86it/s]\nEpoch 0: |          | 9186/? [53:36<00:00,  2.86it/s]\nEpoch 0: |          | 9187/? [53:36<00:00,  2.86it/s]\nEpoch 0: |          | 9187/? [53:36<00:00,  2.86it/s]\nEpoch 0: |          | 9188/? [53:37<00:00,  2.86it/s]\nEpoch 0: |          | 9188/? [53:37<00:00,  2.86it/s]\nEpoch 0: |          | 9189/? [53:37<00:00,  2.86it/s]\nEpoch 0: |          | 9189/? [53:37<00:00,  2.86it/s]\nEpoch 0: |          | 9190/? [53:37<00:00,  2.86it/s]\nEpoch 0: |          | 9190/? [53:37<00:00,  2.86it/s]\nEpoch 0: |          | 9191/? [53:37<00:00,  2.86it/s]\nEpoch 0: |          | 9191/? [53:37<00:00,  2.86it/s]\nEpoch 0: |          | 9192/? [53:38<00:00,  2.86it/s]\nEpoch 0: |          | 9192/? [53:38<00:00,  2.86it/s]\nEpoch 0: |          | 9193/? [53:38<00:00,  2.86it/s]\nEpoch 0: |          | 9193/? [53:38<00:00,  2.86it/s]\nEpoch 0: |          | 9194/? [53:38<00:00,  2.86it/s]\nEpoch 0: |          | 9194/? [53:38<00:00,  2.86it/s]\nEpoch 0: |          | 9195/? [53:39<00:00,  2.86it/s]\nEpoch 0: |          | 9195/? [53:39<00:00,  2.86it/s]\nEpoch 0: |          | 9196/? [53:39<00:00,  2.86it/s]\nEpoch 0: |          | 9196/? [53:39<00:00,  2.86it/s]\nEpoch 0: |          | 9197/? [53:39<00:00,  2.86it/s]\nEpoch 0: |          | 9197/? [53:39<00:00,  2.86it/s]\nEpoch 0: |          | 9198/? [53:39<00:00,  2.86it/s]\nEpoch 0: |          | 9198/? [53:39<00:00,  2.86it/s]\nEpoch 0: |          | 9199/? [53:40<00:00,  2.86it/s]\nEpoch 0: |          | 9199/? [53:40<00:00,  2.86it/s]\nEpoch 0: |          | 9200/? [53:40<00:00,  2.86it/s]\nEpoch 0: |          | 9200/? [53:40<00:00,  2.86it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.92it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.29it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.14it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.32it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 9200/? [53:40<00:00,  2.86it/s]\nEpoch 0: |          | 9201/? [53:41<00:00,  2.86it/s]\nEpoch 0: |          | 9201/? [53:41<00:00,  2.86it/s]\nEpoch 0: |          | 9202/? [53:41<00:00,  2.86it/s]\nEpoch 0: |          | 9202/? [53:41<00:00,  2.86it/s]\nEpoch 0: |          | 9203/? [53:41<00:00,  2.86it/s]\nEpoch 0: |          | 9203/? [53:41<00:00,  2.86it/s]\nEpoch 0: |          | 9204/? [53:41<00:00,  2.86it/s]\nEpoch 0: |          | 9204/? [53:41<00:00,  2.86it/s]\nEpoch 0: |          | 9205/? [53:42<00:00,  2.86it/s]\nEpoch 0: |          | 9205/? [53:42<00:00,  2.86it/s]\nEpoch 0: |          | 9206/? [53:42<00:00,  2.86it/s]\nEpoch 0: |          | 9206/? [53:42<00:00,  2.86it/s]\nEpoch 0: |          | 9207/? [53:42<00:00,  2.86it/s]\nEpoch 0: |          | 9207/? [53:42<00:00,  2.86it/s]\nEpoch 0: |          | 9208/? [53:42<00:00,  2.86it/s]\nEpoch 0: |          | 9208/? [53:42<00:00,  2.86it/s]\nEpoch 0: |          | 9209/? [53:43<00:00,  2.86it/s]\nEpoch 0: |          | 9209/? [53:43<00:00,  2.86it/s]\nEpoch 0: |          | 9210/? [53:43<00:00,  2.86it/s]\nEpoch 0: |          | 9210/? [53:43<00:00,  2.86it/s]\nEpoch 0: |          | 9211/? [53:43<00:00,  2.86it/s]\nEpoch 0: |          | 9211/? [53:43<00:00,  2.86it/s]\nEpoch 0: |          | 9212/? [53:44<00:00,  2.86it/s]\nEpoch 0: |          | 9212/? [53:44<00:00,  2.86it/s]\nEpoch 0: |          | 9213/? [53:44<00:00,  2.86it/s]\nEpoch 0: |          | 9213/? [53:44<00:00,  2.86it/s]\nEpoch 0: |          | 9214/? [53:44<00:00,  2.86it/s]\nEpoch 0: |          | 9214/? [53:44<00:00,  2.86it/s]\nEpoch 0: |          | 9215/? [53:44<00:00,  2.86it/s]\nEpoch 0: |          | 9215/? [53:44<00:00,  2.86it/s]\nEpoch 0: |          | 9216/? [53:45<00:00,  2.86it/s]\nEpoch 0: |          | 9216/? [53:45<00:00,  2.86it/s]\nEpoch 0: |          | 9217/? [53:45<00:00,  2.86it/s]\nEpoch 0: |          | 9217/? [53:45<00:00,  2.86it/s]\nEpoch 0: |          | 9218/? [53:45<00:00,  2.86it/s]\nEpoch 0: |          | 9218/? [53:45<00:00,  2.86it/s]\nEpoch 0: |          | 9219/? [53:46<00:00,  2.86it/s]\nEpoch 0: |          | 9219/? [53:46<00:00,  2.86it/s]\nEpoch 0: |          | 9220/? [53:46<00:00,  2.86it/s]\nEpoch 0: |          | 9220/? [53:46<00:00,  2.86it/s]\nEpoch 0: |          | 9221/? [53:46<00:00,  2.86it/s]\nEpoch 0: |          | 9221/? [53:46<00:00,  2.86it/s]\nEpoch 0: |          | 9222/? [53:46<00:00,  2.86it/s]\nEpoch 0: |          | 9222/? [53:46<00:00,  2.86it/s]\nEpoch 0: |          | 9223/? [53:47<00:00,  2.86it/s]\nEpoch 0: |          | 9223/? [53:47<00:00,  2.86it/s]\nEpoch 0: |          | 9224/? [53:47<00:00,  2.86it/s]\nEpoch 0: |          | 9224/? [53:47<00:00,  2.86it/s]\nEpoch 0: |          | 9225/? [53:47<00:00,  2.86it/s]\nEpoch 0: |          | 9225/? [53:47<00:00,  2.86it/s]\nEpoch 0: |          | 9226/? [53:47<00:00,  2.86it/s]\nEpoch 0: |          | 9226/? [53:47<00:00,  2.86it/s]\nEpoch 0: |          | 9227/? [53:48<00:00,  2.86it/s]\nEpoch 0: |          | 9227/? [53:48<00:00,  2.86it/s]\nEpoch 0: |          | 9228/? [53:48<00:00,  2.86it/s]\nEpoch 0: |          | 9228/? [53:48<00:00,  2.86it/s]\nEpoch 0: |          | 9229/? [53:48<00:00,  2.86it/s]\nEpoch 0: |          | 9229/? [53:48<00:00,  2.86it/s]\nEpoch 0: |          | 9230/? [53:49<00:00,  2.86it/s]\nEpoch 0: |          | 9230/? [53:49<00:00,  2.86it/s]\nEpoch 0: |          | 9231/? [53:49<00:00,  2.86it/s]\nEpoch 0: |          | 9231/? [53:49<00:00,  2.86it/s]\nEpoch 0: |          | 9232/? [53:49<00:00,  2.86it/s]\nEpoch 0: |          | 9232/? [53:49<00:00,  2.86it/s]\nEpoch 0: |          | 9233/? [53:49<00:00,  2.86it/s]\nEpoch 0: |          | 9233/? [53:49<00:00,  2.86it/s]\nEpoch 0: |          | 9234/? [53:50<00:00,  2.86it/s]\nEpoch 0: |          | 9234/? [53:50<00:00,  2.86it/s]\nEpoch 0: |          | 9235/? [53:50<00:00,  2.86it/s]\nEpoch 0: |          | 9235/? [53:50<00:00,  2.86it/s]\nEpoch 0: |          | 9236/? [53:50<00:00,  2.86it/s]\nEpoch 0: |          | 9236/? [53:50<00:00,  2.86it/s]\nEpoch 0: |          | 9237/? [53:51<00:00,  2.86it/s]\nEpoch 0: |          | 9237/? [53:51<00:00,  2.86it/s]\nEpoch 0: |          | 9238/? [53:51<00:00,  2.86it/s]\nEpoch 0: |          | 9238/? [53:51<00:00,  2.86it/s]\nEpoch 0: |          | 9239/? [53:51<00:00,  2.86it/s]\nEpoch 0: |          | 9239/? [53:51<00:00,  2.86it/s]\nEpoch 0: |          | 9240/? [53:51<00:00,  2.86it/s]\nEpoch 0: |          | 9240/? [53:51<00:00,  2.86it/s]\nEpoch 0: |          | 9241/? [53:52<00:00,  2.86it/s]\nEpoch 0: |          | 9241/? [53:52<00:00,  2.86it/s]\nEpoch 0: |          | 9242/? [53:52<00:00,  2.86it/s]\nEpoch 0: |          | 9242/? [53:52<00:00,  2.86it/s]\nEpoch 0: |          | 9243/? [53:52<00:00,  2.86it/s]\nEpoch 0: |          | 9243/? [53:52<00:00,  2.86it/s]\nEpoch 0: |          | 9244/? [53:52<00:00,  2.86it/s]\nEpoch 0: |          | 9244/? [53:52<00:00,  2.86it/s]\nEpoch 0: |          | 9245/? [53:53<00:00,  2.86it/s]\nEpoch 0: |          | 9245/? [53:53<00:00,  2.86it/s]\nEpoch 0: |          | 9246/? [53:53<00:00,  2.86it/s]\nEpoch 0: |          | 9246/? [53:53<00:00,  2.86it/s]\nEpoch 0: |          | 9247/? [53:53<00:00,  2.86it/s]\nEpoch 0: |          | 9247/? [53:53<00:00,  2.86it/s]\nEpoch 0: |          | 9248/? [53:54<00:00,  2.86it/s]\nEpoch 0: |          | 9248/? [53:54<00:00,  2.86it/s]\nEpoch 0: |          | 9249/? [53:54<00:00,  2.86it/s]\nEpoch 0: |          | 9249/? [53:54<00:00,  2.86it/s]\nEpoch 0: |          | 9250/? [53:54<00:00,  2.86it/s]\nEpoch 0: |          | 9250/? [53:54<00:00,  2.86it/s]\nEpoch 0: |          | 9251/? [53:54<00:00,  2.86it/s]\nEpoch 0: |          | 9251/? [53:54<00:00,  2.86it/s]\nEpoch 0: |          | 9252/? [53:55<00:00,  2.86it/s]\nEpoch 0: |          | 9252/? [53:55<00:00,  2.86it/s]\nEpoch 0: |          | 9253/? [53:55<00:00,  2.86it/s]\nEpoch 0: |          | 9253/? [53:55<00:00,  2.86it/s]\nEpoch 0: |          | 9254/? [53:55<00:00,  2.86it/s]\nEpoch 0: |          | 9254/? [53:55<00:00,  2.86it/s]\nEpoch 0: |          | 9255/? [53:56<00:00,  2.86it/s]\nEpoch 0: |          | 9255/? [53:56<00:00,  2.86it/s]\nEpoch 0: |          | 9256/? [53:56<00:00,  2.86it/s]\nEpoch 0: |          | 9256/? [53:56<00:00,  2.86it/s]\nEpoch 0: |          | 9257/? [53:56<00:00,  2.86it/s]\nEpoch 0: |          | 9257/? [53:56<00:00,  2.86it/s]\nEpoch 0: |          | 9258/? [53:56<00:00,  2.86it/s]\nEpoch 0: |          | 9258/? [53:56<00:00,  2.86it/s]\nEpoch 0: |          | 9259/? [53:57<00:00,  2.86it/s]\nEpoch 0: |          | 9259/? [53:57<00:00,  2.86it/s]\nEpoch 0: |          | 9260/? [53:57<00:00,  2.86it/s]\nEpoch 0: |          | 9260/? [53:57<00:00,  2.86it/s]\nEpoch 0: |          | 9261/? [53:57<00:00,  2.86it/s]\nEpoch 0: |          | 9261/? [53:57<00:00,  2.86it/s]\nEpoch 0: |          | 9262/? [53:57<00:00,  2.86it/s]\nEpoch 0: |          | 9262/? [53:57<00:00,  2.86it/s]\nEpoch 0: |          | 9263/? [53:58<00:00,  2.86it/s]\nEpoch 0: |          | 9263/? [53:58<00:00,  2.86it/s]\nEpoch 0: |          | 9264/? [53:58<00:00,  2.86it/s]\nEpoch 0: |          | 9264/? [53:58<00:00,  2.86it/s]\nEpoch 0: |          | 9265/? [53:58<00:00,  2.86it/s]\nEpoch 0: |          | 9265/? [53:58<00:00,  2.86it/s]\nEpoch 0: |          | 9266/? [53:59<00:00,  2.86it/s]\nEpoch 0: |          | 9266/? [53:59<00:00,  2.86it/s]\nEpoch 0: |          | 9267/? [53:59<00:00,  2.86it/s]\nEpoch 0: |          | 9267/? [53:59<00:00,  2.86it/s]\nEpoch 0: |          | 9268/? [53:59<00:00,  2.86it/s]\nEpoch 0: |          | 9268/? [53:59<00:00,  2.86it/s]\nEpoch 0: |          | 9269/? [53:59<00:00,  2.86it/s]\nEpoch 0: |          | 9269/? [53:59<00:00,  2.86it/s]\nEpoch 0: |          | 9270/? [54:00<00:00,  2.86it/s]\nEpoch 0: |          | 9270/? [54:00<00:00,  2.86it/s]\nEpoch 0: |          | 9271/? [54:00<00:00,  2.86it/s]\nEpoch 0: |          | 9271/? [54:00<00:00,  2.86it/s]\nEpoch 0: |          | 9272/? [54:00<00:00,  2.86it/s]\nEpoch 0: |          | 9272/? [54:00<00:00,  2.86it/s]\nEpoch 0: |          | 9273/? [54:01<00:00,  2.86it/s]\nEpoch 0: |          | 9273/? [54:01<00:00,  2.86it/s]\nEpoch 0: |          | 9274/? [54:01<00:00,  2.86it/s]\nEpoch 0: |          | 9274/? [54:01<00:00,  2.86it/s]\nEpoch 0: |          | 9275/? [54:01<00:00,  2.86it/s]\nEpoch 0: |          | 9275/? [54:01<00:00,  2.86it/s]\nEpoch 0: |          | 9276/? [54:01<00:00,  2.86it/s]\nEpoch 0: |          | 9276/? [54:01<00:00,  2.86it/s]\nEpoch 0: |          | 9277/? [54:02<00:00,  2.86it/s]\nEpoch 0: |          | 9277/? [54:02<00:00,  2.86it/s]\nEpoch 0: |          | 9278/? [54:02<00:00,  2.86it/s]\nEpoch 0: |          | 9278/? [54:02<00:00,  2.86it/s]\nEpoch 0: |          | 9279/? [54:02<00:00,  2.86it/s]\nEpoch 0: |          | 9279/? [54:02<00:00,  2.86it/s]\nEpoch 0: |          | 9280/? [54:03<00:00,  2.86it/s]\nEpoch 0: |          | 9280/? [54:03<00:00,  2.86it/s]\nEpoch 0: |          | 9281/? [54:03<00:00,  2.86it/s]\nEpoch 0: |          | 9281/? [54:03<00:00,  2.86it/s]\nEpoch 0: |          | 9282/? [54:03<00:00,  2.86it/s]\nEpoch 0: |          | 9282/? [54:03<00:00,  2.86it/s]\nEpoch 0: |          | 9283/? [54:03<00:00,  2.86it/s]\nEpoch 0: |          | 9283/? [54:03<00:00,  2.86it/s]\nEpoch 0: |          | 9284/? [54:04<00:00,  2.86it/s]\nEpoch 0: |          | 9284/? [54:04<00:00,  2.86it/s]\nEpoch 0: |          | 9285/? [54:04<00:00,  2.86it/s]\nEpoch 0: |          | 9285/? [54:04<00:00,  2.86it/s]\nEpoch 0: |          | 9286/? [54:04<00:00,  2.86it/s]\nEpoch 0: |          | 9286/? [54:04<00:00,  2.86it/s]\nEpoch 0: |          | 9287/? [54:04<00:00,  2.86it/s]\nEpoch 0: |          | 9287/? [54:04<00:00,  2.86it/s]\nEpoch 0: |          | 9288/? [54:05<00:00,  2.86it/s]\nEpoch 0: |          | 9288/? [54:05<00:00,  2.86it/s]\nEpoch 0: |          | 9289/? [54:05<00:00,  2.86it/s]\nEpoch 0: |          | 9289/? [54:05<00:00,  2.86it/s]\nEpoch 0: |          | 9290/? [54:05<00:00,  2.86it/s]\nEpoch 0: |          | 9290/? [54:05<00:00,  2.86it/s]\nEpoch 0: |          | 9291/? [54:06<00:00,  2.86it/s]\nEpoch 0: |          | 9291/? [54:06<00:00,  2.86it/s]\nEpoch 0: |          | 9292/? [54:06<00:00,  2.86it/s]\nEpoch 0: |          | 9292/? [54:06<00:00,  2.86it/s]\nEpoch 0: |          | 9293/? [54:06<00:00,  2.86it/s]\nEpoch 0: |          | 9293/? [54:06<00:00,  2.86it/s]\nEpoch 0: |          | 9294/? [54:06<00:00,  2.86it/s]\nEpoch 0: |          | 9294/? [54:06<00:00,  2.86it/s]\nEpoch 0: |          | 9295/? [54:07<00:00,  2.86it/s]\nEpoch 0: |          | 9295/? [54:07<00:00,  2.86it/s]\nEpoch 0: |          | 9296/? [54:07<00:00,  2.86it/s]\nEpoch 0: |          | 9296/? [54:07<00:00,  2.86it/s]\nEpoch 0: |          | 9297/? [54:07<00:00,  2.86it/s]\nEpoch 0: |          | 9297/? [54:07<00:00,  2.86it/s]\nEpoch 0: |          | 9298/? [54:08<00:00,  2.86it/s]\nEpoch 0: |          | 9298/? [54:08<00:00,  2.86it/s]\nEpoch 0: |          | 9299/? [54:08<00:00,  2.86it/s]\nEpoch 0: |          | 9299/? [54:08<00:00,  2.86it/s]\nEpoch 0: |          | 9300/? [54:08<00:00,  2.86it/s]\nEpoch 0: |          | 9300/? [54:08<00:00,  2.86it/s]\nEpoch 0: |          | 9301/? [54:08<00:00,  2.86it/s]\nEpoch 0: |          | 9301/? [54:08<00:00,  2.86it/s]\nEpoch 0: |          | 9302/? [54:09<00:00,  2.86it/s]\nEpoch 0: |          | 9302/? [54:09<00:00,  2.86it/s]\nEpoch 0: |          | 9303/? [54:09<00:00,  2.86it/s]\nEpoch 0: |          | 9303/? [54:09<00:00,  2.86it/s]\nEpoch 0: |          | 9304/? [54:09<00:00,  2.86it/s]\nEpoch 0: |          | 9304/? [54:09<00:00,  2.86it/s]\nEpoch 0: |          | 9305/? [54:09<00:00,  2.86it/s]\nEpoch 0: |          | 9305/? [54:09<00:00,  2.86it/s]\nEpoch 0: |          | 9306/? [54:10<00:00,  2.86it/s]\nEpoch 0: |          | 9306/? [54:10<00:00,  2.86it/s]\nEpoch 0: |          | 9307/? [54:10<00:00,  2.86it/s]\nEpoch 0: |          | 9307/? [54:10<00:00,  2.86it/s]\nEpoch 0: |          | 9308/? [54:10<00:00,  2.86it/s]\nEpoch 0: |          | 9308/? [54:10<00:00,  2.86it/s]\nEpoch 0: |          | 9309/? [54:11<00:00,  2.86it/s]\nEpoch 0: |          | 9309/? [54:11<00:00,  2.86it/s]\nEpoch 0: |          | 9310/? [54:11<00:00,  2.86it/s]\nEpoch 0: |          | 9310/? [54:11<00:00,  2.86it/s]\nEpoch 0: |          | 9311/? [54:11<00:00,  2.86it/s]\nEpoch 0: |          | 9311/? [54:11<00:00,  2.86it/s]\nEpoch 0: |          | 9312/? [54:11<00:00,  2.86it/s]\nEpoch 0: |          | 9312/? [54:11<00:00,  2.86it/s]\nEpoch 0: |          | 9313/? [54:12<00:00,  2.86it/s]\nEpoch 0: |          | 9313/? [54:12<00:00,  2.86it/s]\nEpoch 0: |          | 9314/? [54:12<00:00,  2.86it/s]\nEpoch 0: |          | 9314/? [54:12<00:00,  2.86it/s]\nEpoch 0: |          | 9315/? [54:12<00:00,  2.86it/s]\nEpoch 0: |          | 9315/? [54:12<00:00,  2.86it/s]\nEpoch 0: |          | 9316/? [54:12<00:00,  2.86it/s]\nEpoch 0: |          | 9316/? [54:12<00:00,  2.86it/s]\nEpoch 0: |          | 9317/? [54:13<00:00,  2.86it/s]\nEpoch 0: |          | 9317/? [54:13<00:00,  2.86it/s]\nEpoch 0: |          | 9318/? [54:13<00:00,  2.86it/s]\nEpoch 0: |          | 9318/? [54:13<00:00,  2.86it/s]\nEpoch 0: |          | 9319/? [54:13<00:00,  2.86it/s]\nEpoch 0: |          | 9319/? [54:13<00:00,  2.86it/s]\nEpoch 0: |          | 9320/? [54:14<00:00,  2.86it/s]\nEpoch 0: |          | 9320/? [54:14<00:00,  2.86it/s]\nEpoch 0: |          | 9321/? [54:14<00:00,  2.86it/s]\nEpoch 0: |          | 9321/? [54:14<00:00,  2.86it/s]\nEpoch 0: |          | 9322/? [54:14<00:00,  2.86it/s]\nEpoch 0: |          | 9322/? [54:14<00:00,  2.86it/s]\nEpoch 0: |          | 9323/? [54:14<00:00,  2.86it/s]\nEpoch 0: |          | 9323/? [54:14<00:00,  2.86it/s]\nEpoch 0: |          | 9324/? [54:15<00:00,  2.86it/s]\nEpoch 0: |          | 9324/? [54:15<00:00,  2.86it/s]\nEpoch 0: |          | 9325/? [54:15<00:00,  2.86it/s]\nEpoch 0: |          | 9325/? [54:15<00:00,  2.86it/s]\nEpoch 0: |          | 9326/? [54:15<00:00,  2.86it/s]\nEpoch 0: |          | 9326/? [54:15<00:00,  2.86it/s]\nEpoch 0: |          | 9327/? [54:16<00:00,  2.86it/s]\nEpoch 0: |          | 9327/? [54:16<00:00,  2.86it/s]\nEpoch 0: |          | 9328/? [54:16<00:00,  2.86it/s]\nEpoch 0: |          | 9328/? [54:16<00:00,  2.86it/s]\nEpoch 0: |          | 9329/? [54:16<00:00,  2.86it/s]\nEpoch 0: |          | 9329/? [54:16<00:00,  2.86it/s]\nEpoch 0: |          | 9330/? [54:16<00:00,  2.86it/s]\nEpoch 0: |          | 9330/? [54:16<00:00,  2.86it/s]\nEpoch 0: |          | 9331/? [54:17<00:00,  2.86it/s]\nEpoch 0: |          | 9331/? [54:17<00:00,  2.86it/s]\nEpoch 0: |          | 9332/? [54:17<00:00,  2.86it/s]\nEpoch 0: |          | 9332/? [54:17<00:00,  2.86it/s]\nEpoch 0: |          | 9333/? [54:17<00:00,  2.86it/s]\nEpoch 0: |          | 9333/? [54:17<00:00,  2.86it/s]\nEpoch 0: |          | 9334/? [54:18<00:00,  2.86it/s]\nEpoch 0: |          | 9334/? [54:18<00:00,  2.86it/s]\nEpoch 0: |          | 9335/? [54:18<00:00,  2.86it/s]\nEpoch 0: |          | 9335/? [54:18<00:00,  2.86it/s]\nEpoch 0: |          | 9336/? [54:18<00:00,  2.87it/s]\nEpoch 0: |          | 9336/? [54:18<00:00,  2.87it/s]\nEpoch 0: |          | 9337/? [54:18<00:00,  2.87it/s]\nEpoch 0: |          | 9337/? [54:18<00:00,  2.87it/s]\nEpoch 0: |          | 9338/? [54:19<00:00,  2.87it/s]\nEpoch 0: |          | 9338/? [54:19<00:00,  2.87it/s]\nEpoch 0: |          | 9339/? [54:19<00:00,  2.87it/s]\nEpoch 0: |          | 9339/? [54:19<00:00,  2.87it/s]\nEpoch 0: |          | 9340/? [54:19<00:00,  2.87it/s]\nEpoch 0: |          | 9340/? [54:19<00:00,  2.87it/s]\nEpoch 0: |          | 9341/? [54:20<00:00,  2.87it/s]\nEpoch 0: |          | 9341/? [54:20<00:00,  2.87it/s]\nEpoch 0: |          | 9342/? [54:20<00:00,  2.87it/s]\nEpoch 0: |          | 9342/? [54:20<00:00,  2.87it/s]\nEpoch 0: |          | 9343/? [54:20<00:00,  2.87it/s]\nEpoch 0: |          | 9343/? [54:20<00:00,  2.87it/s]\nEpoch 0: |          | 9344/? [54:20<00:00,  2.87it/s]\nEpoch 0: |          | 9344/? [54:20<00:00,  2.87it/s]\nEpoch 0: |          | 9345/? [54:21<00:00,  2.87it/s]\nEpoch 0: |          | 9345/? [54:21<00:00,  2.87it/s]\nEpoch 0: |          | 9346/? [54:21<00:00,  2.87it/s]\nEpoch 0: |          | 9346/? [54:21<00:00,  2.87it/s]\nEpoch 0: |          | 9347/? [54:21<00:00,  2.87it/s]\nEpoch 0: |          | 9347/? [54:21<00:00,  2.87it/s]\nEpoch 0: |          | 9348/? [54:21<00:00,  2.87it/s]\nEpoch 0: |          | 9348/? [54:21<00:00,  2.87it/s]\nEpoch 0: |          | 9349/? [54:22<00:00,  2.87it/s]\nEpoch 0: |          | 9349/? [54:22<00:00,  2.87it/s]\nEpoch 0: |          | 9350/? [54:22<00:00,  2.87it/s]\nEpoch 0: |          | 9350/? [54:22<00:00,  2.87it/s]\nEpoch 0: |          | 9351/? [54:22<00:00,  2.87it/s]\nEpoch 0: |          | 9351/? [54:22<00:00,  2.87it/s]\nEpoch 0: |          | 9352/? [54:23<00:00,  2.87it/s]\nEpoch 0: |          | 9352/? [54:23<00:00,  2.87it/s]\nEpoch 0: |          | 9353/? [54:23<00:00,  2.87it/s]\nEpoch 0: |          | 9353/? [54:23<00:00,  2.87it/s]\nEpoch 0: |          | 9354/? [54:23<00:00,  2.87it/s]\nEpoch 0: |          | 9354/? [54:23<00:00,  2.87it/s]\nEpoch 0: |          | 9355/? [54:23<00:00,  2.87it/s]\nEpoch 0: |          | 9355/? [54:23<00:00,  2.87it/s]\nEpoch 0: |          | 9356/? [54:24<00:00,  2.87it/s]\nEpoch 0: |          | 9356/? [54:24<00:00,  2.87it/s]\nEpoch 0: |          | 9357/? [54:24<00:00,  2.87it/s]\nEpoch 0: |          | 9357/? [54:24<00:00,  2.87it/s]\nEpoch 0: |          | 9358/? [54:24<00:00,  2.87it/s]\nEpoch 0: |          | 9358/? [54:24<00:00,  2.87it/s]\nEpoch 0: |          | 9359/? [54:25<00:00,  2.87it/s]\nEpoch 0: |          | 9359/? [54:25<00:00,  2.87it/s]\nEpoch 0: |          | 9360/? [54:25<00:00,  2.87it/s]\nEpoch 0: |          | 9360/? [54:25<00:00,  2.87it/s]\nEpoch 0: |          | 9361/? [54:25<00:00,  2.87it/s]\nEpoch 0: |          | 9361/? [54:25<00:00,  2.87it/s]\nEpoch 0: |          | 9362/? [54:25<00:00,  2.87it/s]\nEpoch 0: |          | 9362/? [54:25<00:00,  2.87it/s]\nEpoch 0: |          | 9363/? [54:26<00:00,  2.87it/s]\nEpoch 0: |          | 9363/? [54:26<00:00,  2.87it/s]\nEpoch 0: |          | 9364/? [54:26<00:00,  2.87it/s]\nEpoch 0: |          | 9364/? [54:26<00:00,  2.87it/s]\nEpoch 0: |          | 9365/? [54:26<00:00,  2.87it/s]\nEpoch 0: |          | 9365/? [54:26<00:00,  2.87it/s]\nEpoch 0: |          | 9366/? [54:27<00:00,  2.87it/s]\nEpoch 0: |          | 9366/? [54:27<00:00,  2.87it/s]\nEpoch 0: |          | 9367/? [54:27<00:00,  2.87it/s]\nEpoch 0: |          | 9367/? [54:27<00:00,  2.87it/s]\nEpoch 0: |          | 9368/? [54:27<00:00,  2.87it/s]\nEpoch 0: |          | 9368/? [54:27<00:00,  2.87it/s]\nEpoch 0: |          | 9369/? [54:27<00:00,  2.87it/s]\nEpoch 0: |          | 9369/? [54:27<00:00,  2.87it/s]\nEpoch 0: |          | 9370/? [54:28<00:00,  2.87it/s]\nEpoch 0: |          | 9370/? [54:28<00:00,  2.87it/s]\nEpoch 0: |          | 9371/? [54:28<00:00,  2.87it/s]\nEpoch 0: |          | 9371/? [54:28<00:00,  2.87it/s]\nEpoch 0: |          | 9372/? [54:28<00:00,  2.87it/s]\nEpoch 0: |          | 9372/? [54:28<00:00,  2.87it/s]\nEpoch 0: |          | 9373/? [54:28<00:00,  2.87it/s]\nEpoch 0: |          | 9373/? [54:28<00:00,  2.87it/s]\nEpoch 0: |          | 9374/? [54:29<00:00,  2.87it/s]\nEpoch 0: |          | 9374/? [54:29<00:00,  2.87it/s]\nEpoch 0: |          | 9375/? [54:29<00:00,  2.87it/s]\nEpoch 0: |          | 9375/? [54:29<00:00,  2.87it/s]\nEpoch 0: |          | 9376/? [54:29<00:00,  2.87it/s]\nEpoch 0: |          | 9376/? [54:29<00:00,  2.87it/s]\nEpoch 0: |          | 9377/? [54:30<00:00,  2.87it/s]\nEpoch 0: |          | 9377/? [54:30<00:00,  2.87it/s]\nEpoch 0: |          | 9378/? [54:30<00:00,  2.87it/s]\nEpoch 0: |          | 9378/? [54:30<00:00,  2.87it/s]\nEpoch 0: |          | 9379/? [54:30<00:00,  2.87it/s]\nEpoch 0: |          | 9379/? [54:30<00:00,  2.87it/s]\nEpoch 0: |          | 9380/? [54:30<00:00,  2.87it/s]\nEpoch 0: |          | 9380/? [54:30<00:00,  2.87it/s]\nEpoch 0: |          | 9381/? [54:31<00:00,  2.87it/s]\nEpoch 0: |          | 9381/? [54:31<00:00,  2.87it/s]\nEpoch 0: |          | 9382/? [54:31<00:00,  2.87it/s]\nEpoch 0: |          | 9382/? [54:31<00:00,  2.87it/s]\nEpoch 0: |          | 9383/? [54:31<00:00,  2.87it/s]\nEpoch 0: |          | 9383/? [54:31<00:00,  2.87it/s]\nEpoch 0: |          | 9384/? [54:31<00:00,  2.87it/s]\nEpoch 0: |          | 9384/? [54:31<00:00,  2.87it/s]\nEpoch 0: |          | 9385/? [54:32<00:00,  2.87it/s]\nEpoch 0: |          | 9385/? [54:32<00:00,  2.87it/s]\nEpoch 0: |          | 9386/? [54:32<00:00,  2.87it/s]\nEpoch 0: |          | 9386/? [54:32<00:00,  2.87it/s]\nEpoch 0: |          | 9387/? [54:32<00:00,  2.87it/s]\nEpoch 0: |          | 9387/? [54:32<00:00,  2.87it/s]\nEpoch 0: |          | 9388/? [54:33<00:00,  2.87it/s]\nEpoch 0: |          | 9388/? [54:33<00:00,  2.87it/s]\nEpoch 0: |          | 9389/? [54:33<00:00,  2.87it/s]\nEpoch 0: |          | 9389/? [54:33<00:00,  2.87it/s]\nEpoch 0: |          | 9390/? [54:33<00:00,  2.87it/s]\nEpoch 0: |          | 9390/? [54:33<00:00,  2.87it/s]\nEpoch 0: |          | 9391/? [54:33<00:00,  2.87it/s]\nEpoch 0: |          | 9391/? [54:33<00:00,  2.87it/s]\nEpoch 0: |          | 9392/? [54:34<00:00,  2.87it/s]\nEpoch 0: |          | 9392/? [54:34<00:00,  2.87it/s]\nEpoch 0: |          | 9393/? [54:34<00:00,  2.87it/s]\nEpoch 0: |          | 9393/? [54:34<00:00,  2.87it/s]\nEpoch 0: |          | 9394/? [54:34<00:00,  2.87it/s]\nEpoch 0: |          | 9394/? [54:34<00:00,  2.87it/s]\nEpoch 0: |          | 9395/? [54:35<00:00,  2.87it/s]\nEpoch 0: |          | 9395/? [54:35<00:00,  2.87it/s]\nEpoch 0: |          | 9396/? [54:35<00:00,  2.87it/s]\nEpoch 0: |          | 9396/? [54:35<00:00,  2.87it/s]\nEpoch 0: |          | 9397/? [54:35<00:00,  2.87it/s]\nEpoch 0: |          | 9397/? [54:35<00:00,  2.87it/s]\nEpoch 0: |          | 9398/? [54:35<00:00,  2.87it/s]\nEpoch 0: |          | 9398/? [54:35<00:00,  2.87it/s]\nEpoch 0: |          | 9399/? [54:36<00:00,  2.87it/s]\nEpoch 0: |          | 9399/? [54:36<00:00,  2.87it/s]\nEpoch 0: |          | 9400/? [54:36<00:00,  2.87it/s]\nEpoch 0: |          | 9400/? [54:36<00:00,  2.87it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.01it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.98it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.68it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.86it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 9400/? [54:36<00:00,  2.87it/s]\nEpoch 0: |          | 9401/? [54:36<00:00,  2.87it/s]\nEpoch 0: |          | 9401/? [54:36<00:00,  2.87it/s]\nEpoch 0: |          | 9402/? [54:37<00:00,  2.87it/s]\nEpoch 0: |          | 9402/? [54:37<00:00,  2.87it/s]\nEpoch 0: |          | 9403/? [54:37<00:00,  2.87it/s]\nEpoch 0: |          | 9403/? [54:37<00:00,  2.87it/s]\nEpoch 0: |          | 9404/? [54:37<00:00,  2.87it/s]\nEpoch 0: |          | 9404/? [54:37<00:00,  2.87it/s]\nEpoch 0: |          | 9405/? [54:38<00:00,  2.87it/s]\nEpoch 0: |          | 9405/? [54:38<00:00,  2.87it/s]\nEpoch 0: |          | 9406/? [54:38<00:00,  2.87it/s]\nEpoch 0: |          | 9406/? [54:38<00:00,  2.87it/s]\nEpoch 0: |          | 9407/? [54:38<00:00,  2.87it/s]\nEpoch 0: |          | 9407/? [54:38<00:00,  2.87it/s]\nEpoch 0: |          | 9408/? [54:38<00:00,  2.87it/s]\nEpoch 0: |          | 9408/? [54:38<00:00,  2.87it/s]\nEpoch 0: |          | 9409/? [54:39<00:00,  2.87it/s]\nEpoch 0: |          | 9409/? [54:39<00:00,  2.87it/s]\nEpoch 0: |          | 9410/? [54:39<00:00,  2.87it/s]\nEpoch 0: |          | 9410/? [54:39<00:00,  2.87it/s]\nEpoch 0: |          | 9411/? [54:39<00:00,  2.87it/s]\nEpoch 0: |          | 9411/? [54:39<00:00,  2.87it/s]\nEpoch 0: |          | 9412/? [54:40<00:00,  2.87it/s]\nEpoch 0: |          | 9412/? [54:40<00:00,  2.87it/s]\nEpoch 0: |          | 9413/? [54:40<00:00,  2.87it/s]\nEpoch 0: |          | 9413/? [54:40<00:00,  2.87it/s]\nEpoch 0: |          | 9414/? [54:40<00:00,  2.87it/s]\nEpoch 0: |          | 9414/? [54:40<00:00,  2.87it/s]\nEpoch 0: |          | 9415/? [54:40<00:00,  2.87it/s]\nEpoch 0: |          | 9415/? [54:40<00:00,  2.87it/s]\nEpoch 0: |          | 9416/? [54:41<00:00,  2.87it/s]\nEpoch 0: |          | 9416/? [54:41<00:00,  2.87it/s]\nEpoch 0: |          | 9417/? [54:41<00:00,  2.87it/s]\nEpoch 0: |          | 9417/? [54:41<00:00,  2.87it/s]\nEpoch 0: |          | 9418/? [54:41<00:00,  2.87it/s]\nEpoch 0: |          | 9418/? [54:41<00:00,  2.87it/s]\nEpoch 0: |          | 9419/? [54:41<00:00,  2.87it/s]\nEpoch 0: |          | 9419/? [54:41<00:00,  2.87it/s]\nEpoch 0: |          | 9420/? [54:42<00:00,  2.87it/s]\nEpoch 0: |          | 9420/? [54:42<00:00,  2.87it/s]\nEpoch 0: |          | 9421/? [54:42<00:00,  2.87it/s]\nEpoch 0: |          | 9421/? [54:42<00:00,  2.87it/s]\nEpoch 0: |          | 9422/? [54:42<00:00,  2.87it/s]\nEpoch 0: |          | 9422/? [54:42<00:00,  2.87it/s]\nEpoch 0: |          | 9423/? [54:43<00:00,  2.87it/s]\nEpoch 0: |          | 9423/? [54:43<00:00,  2.87it/s]\nEpoch 0: |          | 9424/? [54:43<00:00,  2.87it/s]\nEpoch 0: |          | 9424/? [54:43<00:00,  2.87it/s]\nEpoch 0: |          | 9425/? [54:43<00:00,  2.87it/s]\nEpoch 0: |          | 9425/? [54:43<00:00,  2.87it/s]\nEpoch 0: |          | 9426/? [54:43<00:00,  2.87it/s]\nEpoch 0: |          | 9426/? [54:43<00:00,  2.87it/s]\nEpoch 0: |          | 9427/? [54:44<00:00,  2.87it/s]\nEpoch 0: |          | 9427/? [54:44<00:00,  2.87it/s]\nEpoch 0: |          | 9428/? [54:44<00:00,  2.87it/s]\nEpoch 0: |          | 9428/? [54:44<00:00,  2.87it/s]\nEpoch 0: |          | 9429/? [54:44<00:00,  2.87it/s]\nEpoch 0: |          | 9429/? [54:44<00:00,  2.87it/s]\nEpoch 0: |          | 9430/? [54:44<00:00,  2.87it/s]\nEpoch 0: |          | 9430/? [54:44<00:00,  2.87it/s]\nEpoch 0: |          | 9431/? [54:45<00:00,  2.87it/s]\nEpoch 0: |          | 9431/? [54:45<00:00,  2.87it/s]\nEpoch 0: |          | 9432/? [54:45<00:00,  2.87it/s]\nEpoch 0: |          | 9432/? [54:45<00:00,  2.87it/s]\nEpoch 0: |          | 9433/? [54:45<00:00,  2.87it/s]\nEpoch 0: |          | 9433/? [54:45<00:00,  2.87it/s]\nEpoch 0: |          | 9434/? [54:46<00:00,  2.87it/s]\nEpoch 0: |          | 9434/? [54:46<00:00,  2.87it/s]\nEpoch 0: |          | 9435/? [54:46<00:00,  2.87it/s]\nEpoch 0: |          | 9435/? [54:46<00:00,  2.87it/s]\nEpoch 0: |          | 9436/? [54:46<00:00,  2.87it/s]\nEpoch 0: |          | 9436/? [54:46<00:00,  2.87it/s]\nEpoch 0: |          | 9437/? [54:46<00:00,  2.87it/s]\nEpoch 0: |          | 9437/? [54:46<00:00,  2.87it/s]\nEpoch 0: |          | 9438/? [54:47<00:00,  2.87it/s]\nEpoch 0: |          | 9438/? [54:47<00:00,  2.87it/s]\nEpoch 0: |          | 9439/? [54:47<00:00,  2.87it/s]\nEpoch 0: |          | 9439/? [54:47<00:00,  2.87it/s]\nEpoch 0: |          | 9440/? [54:47<00:00,  2.87it/s]\nEpoch 0: |          | 9440/? [54:47<00:00,  2.87it/s]\nEpoch 0: |          | 9441/? [54:48<00:00,  2.87it/s]\nEpoch 0: |          | 9441/? [54:48<00:00,  2.87it/s]\nEpoch 0: |          | 9442/? [54:48<00:00,  2.87it/s]\nEpoch 0: |          | 9442/? [54:48<00:00,  2.87it/s]\nEpoch 0: |          | 9443/? [54:48<00:00,  2.87it/s]\nEpoch 0: |          | 9443/? [54:48<00:00,  2.87it/s]\nEpoch 0: |          | 9444/? [54:48<00:00,  2.87it/s]\nEpoch 0: |          | 9444/? [54:48<00:00,  2.87it/s]\nEpoch 0: |          | 9445/? [54:49<00:00,  2.87it/s]\nEpoch 0: |          | 9445/? [54:49<00:00,  2.87it/s]\nEpoch 0: |          | 9446/? [54:49<00:00,  2.87it/s]\nEpoch 0: |          | 9446/? [54:49<00:00,  2.87it/s]\nEpoch 0: |          | 9447/? [54:49<00:00,  2.87it/s]\nEpoch 0: |          | 9447/? [54:49<00:00,  2.87it/s]\nEpoch 0: |          | 9448/? [54:49<00:00,  2.87it/s]\nEpoch 0: |          | 9448/? [54:49<00:00,  2.87it/s]\nEpoch 0: |          | 9449/? [54:50<00:00,  2.87it/s]\nEpoch 0: |          | 9449/? [54:50<00:00,  2.87it/s]\nEpoch 0: |          | 9450/? [54:50<00:00,  2.87it/s]\nEpoch 0: |          | 9450/? [54:50<00:00,  2.87it/s]\nEpoch 0: |          | 9451/? [54:50<00:00,  2.87it/s]\nEpoch 0: |          | 9451/? [54:50<00:00,  2.87it/s]\nEpoch 0: |          | 9452/? [54:51<00:00,  2.87it/s]\nEpoch 0: |          | 9452/? [54:51<00:00,  2.87it/s]\nEpoch 0: |          | 9453/? [54:51<00:00,  2.87it/s]\nEpoch 0: |          | 9453/? [54:51<00:00,  2.87it/s]\nEpoch 0: |          | 9454/? [54:51<00:00,  2.87it/s]\nEpoch 0: |          | 9454/? [54:51<00:00,  2.87it/s]\nEpoch 0: |          | 9455/? [54:51<00:00,  2.87it/s]\nEpoch 0: |          | 9455/? [54:51<00:00,  2.87it/s]\nEpoch 0: |          | 9456/? [54:52<00:00,  2.87it/s]\nEpoch 0: |          | 9456/? [54:52<00:00,  2.87it/s]\nEpoch 0: |          | 9457/? [54:52<00:00,  2.87it/s]\nEpoch 0: |          | 9457/? [54:52<00:00,  2.87it/s]\nEpoch 0: |          | 9458/? [54:52<00:00,  2.87it/s]\nEpoch 0: |          | 9458/? [54:52<00:00,  2.87it/s]\nEpoch 0: |          | 9459/? [54:52<00:00,  2.87it/s]\nEpoch 0: |          | 9459/? [54:52<00:00,  2.87it/s]\nEpoch 0: |          | 9460/? [54:53<00:00,  2.87it/s]\nEpoch 0: |          | 9460/? [54:53<00:00,  2.87it/s]\nEpoch 0: |          | 9461/? [54:53<00:00,  2.87it/s]\nEpoch 0: |          | 9461/? [54:53<00:00,  2.87it/s]\nEpoch 0: |          | 9462/? [54:53<00:00,  2.87it/s]\nEpoch 0: |          | 9462/? [54:53<00:00,  2.87it/s]\nEpoch 0: |          | 9463/? [54:54<00:00,  2.87it/s]\nEpoch 0: |          | 9463/? [54:54<00:00,  2.87it/s]\nEpoch 0: |          | 9464/? [54:54<00:00,  2.87it/s]\nEpoch 0: |          | 9464/? [54:54<00:00,  2.87it/s]\nEpoch 0: |          | 9465/? [54:54<00:00,  2.87it/s]\nEpoch 0: |          | 9465/? [54:54<00:00,  2.87it/s]\nEpoch 0: |          | 9466/? [54:54<00:00,  2.87it/s]\nEpoch 0: |          | 9466/? [54:54<00:00,  2.87it/s]\nEpoch 0: |          | 9467/? [54:55<00:00,  2.87it/s]\nEpoch 0: |          | 9467/? [54:55<00:00,  2.87it/s]\nEpoch 0: |          | 9468/? [54:55<00:00,  2.87it/s]\nEpoch 0: |          | 9468/? [54:55<00:00,  2.87it/s]\nEpoch 0: |          | 9469/? [54:55<00:00,  2.87it/s]\nEpoch 0: |          | 9469/? [54:55<00:00,  2.87it/s]\nEpoch 0: |          | 9470/? [54:56<00:00,  2.87it/s]\nEpoch 0: |          | 9470/? [54:56<00:00,  2.87it/s]\nEpoch 0: |          | 9471/? [54:56<00:00,  2.87it/s]\nEpoch 0: |          | 9471/? [54:56<00:00,  2.87it/s]\nEpoch 0: |          | 9472/? [54:56<00:00,  2.87it/s]\nEpoch 0: |          | 9472/? [54:56<00:00,  2.87it/s]\nEpoch 0: |          | 9473/? [54:56<00:00,  2.87it/s]\nEpoch 0: |          | 9473/? [54:56<00:00,  2.87it/s]\nEpoch 0: |          | 9474/? [54:57<00:00,  2.87it/s]\nEpoch 0: |          | 9474/? [54:57<00:00,  2.87it/s]\nEpoch 0: |          | 9475/? [54:57<00:00,  2.87it/s]\nEpoch 0: |          | 9475/? [54:57<00:00,  2.87it/s]\nEpoch 0: |          | 9476/? [54:57<00:00,  2.87it/s]\nEpoch 0: |          | 9476/? [54:57<00:00,  2.87it/s]\nEpoch 0: |          | 9477/? [54:58<00:00,  2.87it/s]\nEpoch 0: |          | 9477/? [54:58<00:00,  2.87it/s]\nEpoch 0: |          | 9478/? [54:58<00:00,  2.87it/s]\nEpoch 0: |          | 9478/? [54:58<00:00,  2.87it/s]\nEpoch 0: |          | 9479/? [54:58<00:00,  2.87it/s]\nEpoch 0: |          | 9479/? [54:58<00:00,  2.87it/s]\nEpoch 0: |          | 9480/? [54:58<00:00,  2.87it/s]\nEpoch 0: |          | 9480/? [54:58<00:00,  2.87it/s]\nEpoch 0: |          | 9481/? [54:59<00:00,  2.87it/s]\nEpoch 0: |          | 9481/? [54:59<00:00,  2.87it/s]\nEpoch 0: |          | 9482/? [54:59<00:00,  2.87it/s]\nEpoch 0: |          | 9482/? [54:59<00:00,  2.87it/s]\nEpoch 0: |          | 9483/? [54:59<00:00,  2.87it/s]\nEpoch 0: |          | 9483/? [54:59<00:00,  2.87it/s]\nEpoch 0: |          | 9484/? [54:59<00:00,  2.87it/s]\nEpoch 0: |          | 9484/? [54:59<00:00,  2.87it/s]\nEpoch 0: |          | 9485/? [55:00<00:00,  2.87it/s]\nEpoch 0: |          | 9485/? [55:00<00:00,  2.87it/s]\nEpoch 0: |          | 9486/? [55:00<00:00,  2.87it/s]\nEpoch 0: |          | 9486/? [55:00<00:00,  2.87it/s]\nEpoch 0: |          | 9487/? [55:00<00:00,  2.87it/s]\nEpoch 0: |          | 9487/? [55:00<00:00,  2.87it/s]\nEpoch 0: |          | 9488/? [55:01<00:00,  2.87it/s]\nEpoch 0: |          | 9488/? [55:01<00:00,  2.87it/s]\nEpoch 0: |          | 9489/? [55:01<00:00,  2.87it/s]\nEpoch 0: |          | 9489/? [55:01<00:00,  2.87it/s]\nEpoch 0: |          | 9490/? [55:01<00:00,  2.87it/s]\nEpoch 0: |          | 9490/? [55:01<00:00,  2.87it/s]\nEpoch 0: |          | 9491/? [55:01<00:00,  2.87it/s]\nEpoch 0: |          | 9491/? [55:01<00:00,  2.87it/s]\nEpoch 0: |          | 9492/? [55:02<00:00,  2.87it/s]\nEpoch 0: |          | 9492/? [55:02<00:00,  2.87it/s]\nEpoch 0: |          | 9493/? [55:02<00:00,  2.87it/s]\nEpoch 0: |          | 9493/? [55:02<00:00,  2.87it/s]\nEpoch 0: |          | 9494/? [55:02<00:00,  2.87it/s]\nEpoch 0: |          | 9494/? [55:02<00:00,  2.87it/s]\nEpoch 0: |          | 9495/? [55:03<00:00,  2.87it/s]\nEpoch 0: |          | 9495/? [55:03<00:00,  2.87it/s]\nEpoch 0: |          | 9496/? [55:03<00:00,  2.87it/s]\nEpoch 0: |          | 9496/? [55:03<00:00,  2.87it/s]\nEpoch 0: |          | 9497/? [55:03<00:00,  2.87it/s]\nEpoch 0: |          | 9497/? [55:03<00:00,  2.87it/s]\nEpoch 0: |          | 9498/? [55:03<00:00,  2.87it/s]\nEpoch 0: |          | 9498/? [55:03<00:00,  2.87it/s]\nEpoch 0: |          | 9499/? [55:04<00:00,  2.87it/s]\nEpoch 0: |          | 9499/? [55:04<00:00,  2.87it/s]\nEpoch 0: |          | 9500/? [55:04<00:00,  2.87it/s]\nEpoch 0: |          | 9500/? [55:04<00:00,  2.87it/s]\nEpoch 0: |          | 9501/? [55:04<00:00,  2.87it/s]\nEpoch 0: |          | 9501/? [55:04<00:00,  2.87it/s]\nEpoch 0: |          | 9502/? [55:04<00:00,  2.88it/s]\nEpoch 0: |          | 9502/? [55:04<00:00,  2.88it/s]\nEpoch 0: |          | 9503/? [55:05<00:00,  2.88it/s]\nEpoch 0: |          | 9503/? [55:05<00:00,  2.88it/s]\nEpoch 0: |          | 9504/? [55:05<00:00,  2.88it/s]\nEpoch 0: |          | 9504/? [55:05<00:00,  2.88it/s]\nEpoch 0: |          | 9505/? [55:05<00:00,  2.88it/s]\nEpoch 0: |          | 9505/? [55:05<00:00,  2.88it/s]\nEpoch 0: |          | 9506/? [55:06<00:00,  2.88it/s]\nEpoch 0: |          | 9506/? [55:06<00:00,  2.88it/s]\nEpoch 0: |          | 9507/? [55:06<00:00,  2.88it/s]\nEpoch 0: |          | 9507/? [55:06<00:00,  2.88it/s]\nEpoch 0: |          | 9508/? [55:06<00:00,  2.88it/s]\nEpoch 0: |          | 9508/? [55:06<00:00,  2.88it/s]\nEpoch 0: |          | 9509/? [55:06<00:00,  2.88it/s]\nEpoch 0: |          | 9509/? [55:06<00:00,  2.88it/s]\nEpoch 0: |          | 9510/? [55:07<00:00,  2.88it/s]\nEpoch 0: |          | 9510/? [55:07<00:00,  2.88it/s]\nEpoch 0: |          | 9511/? [55:07<00:00,  2.88it/s]\nEpoch 0: |          | 9511/? [55:07<00:00,  2.88it/s]\nEpoch 0: |          | 9512/? [55:07<00:00,  2.88it/s]\nEpoch 0: |          | 9512/? [55:07<00:00,  2.88it/s]\nEpoch 0: |          | 9513/? [55:08<00:00,  2.88it/s]\nEpoch 0: |          | 9513/? [55:08<00:00,  2.88it/s]\nEpoch 0: |          | 9514/? [55:08<00:00,  2.88it/s]\nEpoch 0: |          | 9514/? [55:08<00:00,  2.88it/s]\nEpoch 0: |          | 9515/? [55:08<00:00,  2.88it/s]\nEpoch 0: |          | 9515/? [55:08<00:00,  2.88it/s]\nEpoch 0: |          | 9516/? [55:08<00:00,  2.88it/s]\nEpoch 0: |          | 9516/? [55:08<00:00,  2.88it/s]\nEpoch 0: |          | 9517/? [55:09<00:00,  2.88it/s]\nEpoch 0: |          | 9517/? [55:09<00:00,  2.88it/s]\nEpoch 0: |          | 9518/? [55:09<00:00,  2.88it/s]\nEpoch 0: |          | 9518/? [55:09<00:00,  2.88it/s]\nEpoch 0: |          | 9519/? [55:09<00:00,  2.88it/s]\nEpoch 0: |          | 9519/? [55:09<00:00,  2.88it/s]\nEpoch 0: |          | 9520/? [55:09<00:00,  2.88it/s]\nEpoch 0: |          | 9520/? [55:09<00:00,  2.88it/s]\nEpoch 0: |          | 9521/? [55:10<00:00,  2.88it/s]\nEpoch 0: |          | 9521/? [55:10<00:00,  2.88it/s]\nEpoch 0: |          | 9522/? [55:10<00:00,  2.88it/s]\nEpoch 0: |          | 9522/? [55:10<00:00,  2.88it/s]\nEpoch 0: |          | 9523/? [55:10<00:00,  2.88it/s]\nEpoch 0: |          | 9523/? [55:10<00:00,  2.88it/s]\nEpoch 0: |          | 9524/? [55:11<00:00,  2.88it/s]\nEpoch 0: |          | 9524/? [55:11<00:00,  2.88it/s]\nEpoch 0: |          | 9525/? [55:11<00:00,  2.88it/s]\nEpoch 0: |          | 9525/? [55:11<00:00,  2.88it/s]\nEpoch 0: |          | 9526/? [55:11<00:00,  2.88it/s]\nEpoch 0: |          | 9526/? [55:11<00:00,  2.88it/s]\nEpoch 0: |          | 9527/? [55:11<00:00,  2.88it/s]\nEpoch 0: |          | 9527/? [55:11<00:00,  2.88it/s]\nEpoch 0: |          | 9528/? [55:12<00:00,  2.88it/s]\nEpoch 0: |          | 9528/? [55:12<00:00,  2.88it/s]\nEpoch 0: |          | 9529/? [55:12<00:00,  2.88it/s]\nEpoch 0: |          | 9529/? [55:12<00:00,  2.88it/s]\nEpoch 0: |          | 9530/? [55:12<00:00,  2.88it/s]\nEpoch 0: |          | 9530/? [55:12<00:00,  2.88it/s]\nEpoch 0: |          | 9531/? [55:13<00:00,  2.88it/s]\nEpoch 0: |          | 9531/? [55:13<00:00,  2.88it/s]\nEpoch 0: |          | 9532/? [55:13<00:00,  2.88it/s]\nEpoch 0: |          | 9532/? [55:13<00:00,  2.88it/s]\nEpoch 0: |          | 9533/? [55:13<00:00,  2.88it/s]\nEpoch 0: |          | 9533/? [55:13<00:00,  2.88it/s]\nEpoch 0: |          | 9534/? [55:13<00:00,  2.88it/s]\nEpoch 0: |          | 9534/? [55:13<00:00,  2.88it/s]\nEpoch 0: |          | 9535/? [55:14<00:00,  2.88it/s]\nEpoch 0: |          | 9535/? [55:14<00:00,  2.88it/s]\nEpoch 0: |          | 9536/? [55:14<00:00,  2.88it/s]\nEpoch 0: |          | 9536/? [55:14<00:00,  2.88it/s]\nEpoch 0: |          | 9537/? [55:14<00:00,  2.88it/s]\nEpoch 0: |          | 9537/? [55:14<00:00,  2.88it/s]\nEpoch 0: |          | 9538/? [55:14<00:00,  2.88it/s]\nEpoch 0: |          | 9538/? [55:14<00:00,  2.88it/s]\nEpoch 0: |          | 9539/? [55:15<00:00,  2.88it/s]\nEpoch 0: |          | 9539/? [55:15<00:00,  2.88it/s]\nEpoch 0: |          | 9540/? [55:15<00:00,  2.88it/s]\nEpoch 0: |          | 9540/? [55:15<00:00,  2.88it/s]\nEpoch 0: |          | 9541/? [55:15<00:00,  2.88it/s]\nEpoch 0: |          | 9541/? [55:15<00:00,  2.88it/s]\nEpoch 0: |          | 9542/? [55:16<00:00,  2.88it/s]\nEpoch 0: |          | 9542/? [55:16<00:00,  2.88it/s]\nEpoch 0: |          | 9543/? [55:16<00:00,  2.88it/s]\nEpoch 0: |          | 9543/? [55:16<00:00,  2.88it/s]\nEpoch 0: |          | 9544/? [55:16<00:00,  2.88it/s]\nEpoch 0: |          | 9544/? [55:16<00:00,  2.88it/s]\nEpoch 0: |          | 9545/? [55:16<00:00,  2.88it/s]\nEpoch 0: |          | 9545/? [55:16<00:00,  2.88it/s]\nEpoch 0: |          | 9546/? [55:17<00:00,  2.88it/s]\nEpoch 0: |          | 9546/? [55:17<00:00,  2.88it/s]\nEpoch 0: |          | 9547/? [55:17<00:00,  2.88it/s]\nEpoch 0: |          | 9547/? [55:17<00:00,  2.88it/s]\nEpoch 0: |          | 9548/? [55:17<00:00,  2.88it/s]\nEpoch 0: |          | 9548/? [55:17<00:00,  2.88it/s]\nEpoch 0: |          | 9549/? [55:17<00:00,  2.88it/s]\nEpoch 0: |          | 9549/? [55:17<00:00,  2.88it/s]\nEpoch 0: |          | 9550/? [55:18<00:00,  2.88it/s]\nEpoch 0: |          | 9550/? [55:18<00:00,  2.88it/s]\nEpoch 0: |          | 9551/? [55:18<00:00,  2.88it/s]\nEpoch 0: |          | 9551/? [55:18<00:00,  2.88it/s]\nEpoch 0: |          | 9552/? [55:18<00:00,  2.88it/s]\nEpoch 0: |          | 9552/? [55:18<00:00,  2.88it/s]\nEpoch 0: |          | 9553/? [55:19<00:00,  2.88it/s]\nEpoch 0: |          | 9553/? [55:19<00:00,  2.88it/s]\nEpoch 0: |          | 9554/? [55:19<00:00,  2.88it/s]\nEpoch 0: |          | 9554/? [55:19<00:00,  2.88it/s]\nEpoch 0: |          | 9555/? [55:19<00:00,  2.88it/s]\nEpoch 0: |          | 9555/? [55:19<00:00,  2.88it/s]\nEpoch 0: |          | 9556/? [55:19<00:00,  2.88it/s]\nEpoch 0: |          | 9556/? [55:19<00:00,  2.88it/s]\nEpoch 0: |          | 9557/? [55:20<00:00,  2.88it/s]\nEpoch 0: |          | 9557/? [55:20<00:00,  2.88it/s]\nEpoch 0: |          | 9558/? [55:20<00:00,  2.88it/s]\nEpoch 0: |          | 9558/? [55:20<00:00,  2.88it/s]\nEpoch 0: |          | 9559/? [55:20<00:00,  2.88it/s]\nEpoch 0: |          | 9559/? [55:20<00:00,  2.88it/s]\nEpoch 0: |          | 9560/? [55:21<00:00,  2.88it/s]\nEpoch 0: |          | 9560/? [55:21<00:00,  2.88it/s]\nEpoch 0: |          | 9561/? [55:21<00:00,  2.88it/s]\nEpoch 0: |          | 9561/? [55:21<00:00,  2.88it/s]\nEpoch 0: |          | 9562/? [55:21<00:00,  2.88it/s]\nEpoch 0: |          | 9562/? [55:21<00:00,  2.88it/s]\nEpoch 0: |          | 9563/? [55:21<00:00,  2.88it/s]\nEpoch 0: |          | 9563/? [55:21<00:00,  2.88it/s]\nEpoch 0: |          | 9564/? [55:22<00:00,  2.88it/s]\nEpoch 0: |          | 9564/? [55:22<00:00,  2.88it/s]\nEpoch 0: |          | 9565/? [55:22<00:00,  2.88it/s]\nEpoch 0: |          | 9565/? [55:22<00:00,  2.88it/s]\nEpoch 0: |          | 9566/? [55:22<00:00,  2.88it/s]\nEpoch 0: |          | 9566/? [55:22<00:00,  2.88it/s]\nEpoch 0: |          | 9567/? [55:22<00:00,  2.88it/s]\nEpoch 0: |          | 9567/? [55:22<00:00,  2.88it/s]\nEpoch 0: |          | 9568/? [55:23<00:00,  2.88it/s]\nEpoch 0: |          | 9568/? [55:23<00:00,  2.88it/s]\nEpoch 0: |          | 9569/? [55:23<00:00,  2.88it/s]\nEpoch 0: |          | 9569/? [55:23<00:00,  2.88it/s]\nEpoch 0: |          | 9570/? [55:23<00:00,  2.88it/s]\nEpoch 0: |          | 9570/? [55:23<00:00,  2.88it/s]\nEpoch 0: |          | 9571/? [55:24<00:00,  2.88it/s]\nEpoch 0: |          | 9571/? [55:24<00:00,  2.88it/s]\nEpoch 0: |          | 9572/? [55:24<00:00,  2.88it/s]\nEpoch 0: |          | 9572/? [55:24<00:00,  2.88it/s]\nEpoch 0: |          | 9573/? [55:24<00:00,  2.88it/s]\nEpoch 0: |          | 9573/? [55:24<00:00,  2.88it/s]\nEpoch 0: |          | 9574/? [55:24<00:00,  2.88it/s]\nEpoch 0: |          | 9574/? [55:24<00:00,  2.88it/s]\nEpoch 0: |          | 9575/? [55:25<00:00,  2.88it/s]\nEpoch 0: |          | 9575/? [55:25<00:00,  2.88it/s]\nEpoch 0: |          | 9576/? [55:25<00:00,  2.88it/s]\nEpoch 0: |          | 9576/? [55:25<00:00,  2.88it/s]\nEpoch 0: |          | 9577/? [55:25<00:00,  2.88it/s]\nEpoch 0: |          | 9577/? [55:25<00:00,  2.88it/s]\nEpoch 0: |          | 9578/? [55:26<00:00,  2.88it/s]\nEpoch 0: |          | 9578/? [55:26<00:00,  2.88it/s]\nEpoch 0: |          | 9579/? [55:26<00:00,  2.88it/s]\nEpoch 0: |          | 9579/? [55:26<00:00,  2.88it/s]\nEpoch 0: |          | 9580/? [55:26<00:00,  2.88it/s]\nEpoch 0: |          | 9580/? [55:26<00:00,  2.88it/s]\nEpoch 0: |          | 9581/? [55:26<00:00,  2.88it/s]\nEpoch 0: |          | 9581/? [55:26<00:00,  2.88it/s]\nEpoch 0: |          | 9582/? [55:27<00:00,  2.88it/s]\nEpoch 0: |          | 9582/? [55:27<00:00,  2.88it/s]\nEpoch 0: |          | 9583/? [55:27<00:00,  2.88it/s]\nEpoch 0: |          | 9583/? [55:27<00:00,  2.88it/s]\nEpoch 0: |          | 9584/? [55:27<00:00,  2.88it/s]\nEpoch 0: |          | 9584/? [55:27<00:00,  2.88it/s]\nEpoch 0: |          | 9585/? [55:27<00:00,  2.88it/s]\nEpoch 0: |          | 9585/? [55:27<00:00,  2.88it/s]\nEpoch 0: |          | 9586/? [55:28<00:00,  2.88it/s]\nEpoch 0: |          | 9586/? [55:28<00:00,  2.88it/s]\nEpoch 0: |          | 9587/? [55:28<00:00,  2.88it/s]\nEpoch 0: |          | 9587/? [55:28<00:00,  2.88it/s]\nEpoch 0: |          | 9588/? [55:28<00:00,  2.88it/s]\nEpoch 0: |          | 9588/? [55:28<00:00,  2.88it/s]\nEpoch 0: |          | 9589/? [55:29<00:00,  2.88it/s]\nEpoch 0: |          | 9589/? [55:29<00:00,  2.88it/s]\nEpoch 0: |          | 9590/? [55:29<00:00,  2.88it/s]\nEpoch 0: |          | 9590/? [55:29<00:00,  2.88it/s]\nEpoch 0: |          | 9591/? [55:29<00:00,  2.88it/s]\nEpoch 0: |          | 9591/? [55:29<00:00,  2.88it/s]\nEpoch 0: |          | 9592/? [55:29<00:00,  2.88it/s]\nEpoch 0: |          | 9592/? [55:29<00:00,  2.88it/s]\nEpoch 0: |          | 9593/? [55:30<00:00,  2.88it/s]\nEpoch 0: |          | 9593/? [55:30<00:00,  2.88it/s]\nEpoch 0: |          | 9594/? [55:30<00:00,  2.88it/s]\nEpoch 0: |          | 9594/? [55:30<00:00,  2.88it/s]\nEpoch 0: |          | 9595/? [55:30<00:00,  2.88it/s]\nEpoch 0: |          | 9595/? [55:30<00:00,  2.88it/s]\nEpoch 0: |          | 9596/? [55:31<00:00,  2.88it/s]\nEpoch 0: |          | 9596/? [55:31<00:00,  2.88it/s]\nEpoch 0: |          | 9597/? [55:31<00:00,  2.88it/s]\nEpoch 0: |          | 9597/? [55:31<00:00,  2.88it/s]\nEpoch 0: |          | 9598/? [55:31<00:00,  2.88it/s]\nEpoch 0: |          | 9598/? [55:31<00:00,  2.88it/s]\nEpoch 0: |          | 9599/? [55:31<00:00,  2.88it/s]\nEpoch 0: |          | 9599/? [55:31<00:00,  2.88it/s]\nEpoch 0: |          | 9600/? [55:32<00:00,  2.88it/s]\nEpoch 0: |          | 9600/? [55:32<00:00,  2.88it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.91it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.72it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.43it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.43it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 9600/? [55:32<00:00,  2.88it/s]\nEpoch 0: |          | 9601/? [55:32<00:00,  2.88it/s]\nEpoch 0: |          | 9601/? [55:32<00:00,  2.88it/s]\nEpoch 0: |          | 9602/? [55:33<00:00,  2.88it/s]\nEpoch 0: |          | 9602/? [55:33<00:00,  2.88it/s]\nEpoch 0: |          | 9603/? [55:33<00:00,  2.88it/s]\nEpoch 0: |          | 9603/? [55:33<00:00,  2.88it/s]\nEpoch 0: |          | 9604/? [55:33<00:00,  2.88it/s]\nEpoch 0: |          | 9604/? [55:33<00:00,  2.88it/s]\nEpoch 0: |          | 9605/? [55:33<00:00,  2.88it/s]\nEpoch 0: |          | 9605/? [55:33<00:00,  2.88it/s]\nEpoch 0: |          | 9606/? [55:34<00:00,  2.88it/s]\nEpoch 0: |          | 9606/? [55:34<00:00,  2.88it/s]\nEpoch 0: |          | 9607/? [55:34<00:00,  2.88it/s]\nEpoch 0: |          | 9607/? [55:34<00:00,  2.88it/s]\nEpoch 0: |          | 9608/? [55:34<00:00,  2.88it/s]\nEpoch 0: |          | 9608/? [55:34<00:00,  2.88it/s]\nEpoch 0: |          | 9609/? [55:34<00:00,  2.88it/s]\nEpoch 0: |          | 9609/? [55:34<00:00,  2.88it/s]\nEpoch 0: |          | 9610/? [55:35<00:00,  2.88it/s]\nEpoch 0: |          | 9610/? [55:35<00:00,  2.88it/s]\nEpoch 0: |          | 9611/? [55:35<00:00,  2.88it/s]\nEpoch 0: |          | 9611/? [55:35<00:00,  2.88it/s]\nEpoch 0: |          | 9612/? [55:35<00:00,  2.88it/s]\nEpoch 0: |          | 9612/? [55:35<00:00,  2.88it/s]\nEpoch 0: |          | 9613/? [55:36<00:00,  2.88it/s]\nEpoch 0: |          | 9613/? [55:36<00:00,  2.88it/s]\nEpoch 0: |          | 9614/? [55:36<00:00,  2.88it/s]\nEpoch 0: |          | 9614/? [55:36<00:00,  2.88it/s]\nEpoch 0: |          | 9615/? [55:36<00:00,  2.88it/s]\nEpoch 0: |          | 9615/? [55:36<00:00,  2.88it/s]\nEpoch 0: |          | 9616/? [55:36<00:00,  2.88it/s]\nEpoch 0: |          | 9616/? [55:36<00:00,  2.88it/s]\nEpoch 0: |          | 9617/? [55:37<00:00,  2.88it/s]\nEpoch 0: |          | 9617/? [55:37<00:00,  2.88it/s]\nEpoch 0: |          | 9618/? [55:37<00:00,  2.88it/s]\nEpoch 0: |          | 9618/? [55:37<00:00,  2.88it/s]\nEpoch 0: |          | 9619/? [55:37<00:00,  2.88it/s]\nEpoch 0: |          | 9619/? [55:37<00:00,  2.88it/s]\nEpoch 0: |          | 9620/? [55:37<00:00,  2.88it/s]\nEpoch 0: |          | 9620/? [55:37<00:00,  2.88it/s]\nEpoch 0: |          | 9621/? [55:38<00:00,  2.88it/s]\nEpoch 0: |          | 9621/? [55:38<00:00,  2.88it/s]\nEpoch 0: |          | 9622/? [55:38<00:00,  2.88it/s]\nEpoch 0: |          | 9622/? [55:38<00:00,  2.88it/s]\nEpoch 0: |          | 9623/? [55:38<00:00,  2.88it/s]\nEpoch 0: |          | 9623/? [55:38<00:00,  2.88it/s]\nEpoch 0: |          | 9624/? [55:39<00:00,  2.88it/s]\nEpoch 0: |          | 9624/? [55:39<00:00,  2.88it/s]\nEpoch 0: |          | 9625/? [55:39<00:00,  2.88it/s]\nEpoch 0: |          | 9625/? [55:39<00:00,  2.88it/s]\nEpoch 0: |          | 9626/? [55:39<00:00,  2.88it/s]\nEpoch 0: |          | 9626/? [55:39<00:00,  2.88it/s]\nEpoch 0: |          | 9627/? [55:39<00:00,  2.88it/s]\nEpoch 0: |          | 9627/? [55:39<00:00,  2.88it/s]\nEpoch 0: |          | 9628/? [55:40<00:00,  2.88it/s]\nEpoch 0: |          | 9628/? [55:40<00:00,  2.88it/s]\nEpoch 0: |          | 9629/? [55:40<00:00,  2.88it/s]\nEpoch 0: |          | 9629/? [55:40<00:00,  2.88it/s]\nEpoch 0: |          | 9630/? [55:40<00:00,  2.88it/s]\nEpoch 0: |          | 9630/? [55:40<00:00,  2.88it/s]\nEpoch 0: |          | 9631/? [55:41<00:00,  2.88it/s]\nEpoch 0: |          | 9631/? [55:41<00:00,  2.88it/s]\nEpoch 0: |          | 9632/? [55:41<00:00,  2.88it/s]\nEpoch 0: |          | 9632/? [55:41<00:00,  2.88it/s]\nEpoch 0: |          | 9633/? [55:41<00:00,  2.88it/s]\nEpoch 0: |          | 9633/? [55:41<00:00,  2.88it/s]\nEpoch 0: |          | 9634/? [55:41<00:00,  2.88it/s]\nEpoch 0: |          | 9634/? [55:41<00:00,  2.88it/s]\nEpoch 0: |          | 9635/? [55:42<00:00,  2.88it/s]\nEpoch 0: |          | 9635/? [55:42<00:00,  2.88it/s]\nEpoch 0: |          | 9636/? [55:42<00:00,  2.88it/s]\nEpoch 0: |          | 9636/? [55:42<00:00,  2.88it/s]\nEpoch 0: |          | 9637/? [55:42<00:00,  2.88it/s]\nEpoch 0: |          | 9637/? [55:42<00:00,  2.88it/s]\nEpoch 0: |          | 9638/? [55:42<00:00,  2.88it/s]\nEpoch 0: |          | 9638/? [55:42<00:00,  2.88it/s]\nEpoch 0: |          | 9639/? [55:43<00:00,  2.88it/s]\nEpoch 0: |          | 9639/? [55:43<00:00,  2.88it/s]\nEpoch 0: |          | 9640/? [55:43<00:00,  2.88it/s]\nEpoch 0: |          | 9640/? [55:43<00:00,  2.88it/s]\nEpoch 0: |          | 9641/? [55:43<00:00,  2.88it/s]\nEpoch 0: |          | 9641/? [55:43<00:00,  2.88it/s]\nEpoch 0: |          | 9642/? [55:44<00:00,  2.88it/s]\nEpoch 0: |          | 9642/? [55:44<00:00,  2.88it/s]\nEpoch 0: |          | 9643/? [55:44<00:00,  2.88it/s]\nEpoch 0: |          | 9643/? [55:44<00:00,  2.88it/s]\nEpoch 0: |          | 9644/? [55:44<00:00,  2.88it/s]\nEpoch 0: |          | 9644/? [55:44<00:00,  2.88it/s]\nEpoch 0: |          | 9645/? [55:44<00:00,  2.88it/s]\nEpoch 0: |          | 9645/? [55:44<00:00,  2.88it/s]\nEpoch 0: |          | 9646/? [55:45<00:00,  2.88it/s]\nEpoch 0: |          | 9646/? [55:45<00:00,  2.88it/s]\nEpoch 0: |          | 9647/? [55:45<00:00,  2.88it/s]\nEpoch 0: |          | 9647/? [55:45<00:00,  2.88it/s]\nEpoch 0: |          | 9648/? [55:45<00:00,  2.88it/s]\nEpoch 0: |          | 9648/? [55:45<00:00,  2.88it/s]\nEpoch 0: |          | 9649/? [55:46<00:00,  2.88it/s]\nEpoch 0: |          | 9649/? [55:46<00:00,  2.88it/s]\nEpoch 0: |          | 9650/? [55:46<00:00,  2.88it/s]\nEpoch 0: |          | 9650/? [55:46<00:00,  2.88it/s]\nEpoch 0: |          | 9651/? [55:46<00:00,  2.88it/s]\nEpoch 0: |          | 9651/? [55:46<00:00,  2.88it/s]\nEpoch 0: |          | 9652/? [55:46<00:00,  2.88it/s]\nEpoch 0: |          | 9652/? [55:46<00:00,  2.88it/s]\nEpoch 0: |          | 9653/? [55:47<00:00,  2.88it/s]\nEpoch 0: |          | 9653/? [55:47<00:00,  2.88it/s]\nEpoch 0: |          | 9654/? [55:47<00:00,  2.88it/s]\nEpoch 0: |          | 9654/? [55:47<00:00,  2.88it/s]\nEpoch 0: |          | 9655/? [55:47<00:00,  2.88it/s]\nEpoch 0: |          | 9655/? [55:47<00:00,  2.88it/s]\nEpoch 0: |          | 9656/? [55:47<00:00,  2.88it/s]\nEpoch 0: |          | 9656/? [55:47<00:00,  2.88it/s]\nEpoch 0: |          | 9657/? [55:48<00:00,  2.88it/s]\nEpoch 0: |          | 9657/? [55:48<00:00,  2.88it/s]\nEpoch 0: |          | 9658/? [55:48<00:00,  2.88it/s]\nEpoch 0: |          | 9658/? [55:48<00:00,  2.88it/s]\nEpoch 0: |          | 9659/? [55:48<00:00,  2.88it/s]\nEpoch 0: |          | 9659/? [55:48<00:00,  2.88it/s]\nEpoch 0: |          | 9660/? [55:49<00:00,  2.88it/s]\nEpoch 0: |          | 9660/? [55:49<00:00,  2.88it/s]\nEpoch 0: |          | 9661/? [55:49<00:00,  2.88it/s]\nEpoch 0: |          | 9661/? [55:49<00:00,  2.88it/s]\nEpoch 0: |          | 9662/? [55:49<00:00,  2.88it/s]\nEpoch 0: |          | 9662/? [55:49<00:00,  2.88it/s]\nEpoch 0: |          | 9663/? [55:49<00:00,  2.88it/s]\nEpoch 0: |          | 9663/? [55:49<00:00,  2.88it/s]\nEpoch 0: |          | 9664/? [55:50<00:00,  2.88it/s]\nEpoch 0: |          | 9664/? [55:50<00:00,  2.88it/s]\nEpoch 0: |          | 9665/? [55:50<00:00,  2.88it/s]\nEpoch 0: |          | 9665/? [55:50<00:00,  2.88it/s]\nEpoch 0: |          | 9666/? [55:50<00:00,  2.88it/s]\nEpoch 0: |          | 9666/? [55:50<00:00,  2.88it/s]\nEpoch 0: |          | 9667/? [55:51<00:00,  2.88it/s]\nEpoch 0: |          | 9667/? [55:51<00:00,  2.88it/s]\nEpoch 0: |          | 9668/? [55:51<00:00,  2.88it/s]\nEpoch 0: |          | 9668/? [55:51<00:00,  2.88it/s]\nEpoch 0: |          | 9669/? [55:51<00:00,  2.88it/s]\nEpoch 0: |          | 9669/? [55:51<00:00,  2.88it/s]\nEpoch 0: |          | 9670/? [55:51<00:00,  2.88it/s]\nEpoch 0: |          | 9670/? [55:51<00:00,  2.88it/s]\nEpoch 0: |          | 9671/? [55:52<00:00,  2.89it/s]\nEpoch 0: |          | 9671/? [55:52<00:00,  2.89it/s]\nEpoch 0: |          | 9672/? [55:52<00:00,  2.89it/s]\nEpoch 0: |          | 9672/? [55:52<00:00,  2.89it/s]\nEpoch 0: |          | 9673/? [55:52<00:00,  2.89it/s]\nEpoch 0: |          | 9673/? [55:52<00:00,  2.89it/s]\nEpoch 0: |          | 9674/? [55:52<00:00,  2.89it/s]\nEpoch 0: |          | 9674/? [55:52<00:00,  2.89it/s]\nEpoch 0: |          | 9675/? [55:53<00:00,  2.89it/s]\nEpoch 0: |          | 9675/? [55:53<00:00,  2.89it/s]\nEpoch 0: |          | 9676/? [55:53<00:00,  2.89it/s]\nEpoch 0: |          | 9676/? [55:53<00:00,  2.89it/s]\nEpoch 0: |          | 9677/? [55:53<00:00,  2.89it/s]\nEpoch 0: |          | 9677/? [55:53<00:00,  2.89it/s]\nEpoch 0: |          | 9678/? [55:54<00:00,  2.89it/s]\nEpoch 0: |          | 9678/? [55:54<00:00,  2.89it/s]\nEpoch 0: |          | 9679/? [55:54<00:00,  2.89it/s]\nEpoch 0: |          | 9679/? [55:54<00:00,  2.89it/s]\nEpoch 0: |          | 9680/? [55:54<00:00,  2.89it/s]\nEpoch 0: |          | 9680/? [55:54<00:00,  2.89it/s]\nEpoch 0: |          | 9681/? [55:54<00:00,  2.89it/s]\nEpoch 0: |          | 9681/? [55:54<00:00,  2.89it/s]\nEpoch 0: |          | 9682/? [55:55<00:00,  2.89it/s]\nEpoch 0: |          | 9682/? [55:55<00:00,  2.89it/s]\nEpoch 0: |          | 9683/? [55:55<00:00,  2.89it/s]\nEpoch 0: |          | 9683/? [55:55<00:00,  2.89it/s]\nEpoch 0: |          | 9684/? [55:55<00:00,  2.89it/s]\nEpoch 0: |          | 9684/? [55:55<00:00,  2.89it/s]\nEpoch 0: |          | 9685/? [55:55<00:00,  2.89it/s]\nEpoch 0: |          | 9685/? [55:55<00:00,  2.89it/s]\nEpoch 0: |          | 9686/? [55:56<00:00,  2.89it/s]\nEpoch 0: |          | 9686/? [55:56<00:00,  2.89it/s]\nEpoch 0: |          | 9687/? [55:56<00:00,  2.89it/s]\nEpoch 0: |          | 9687/? [55:56<00:00,  2.89it/s]\nEpoch 0: |          | 9688/? [55:56<00:00,  2.89it/s]\nEpoch 0: |          | 9688/? [55:56<00:00,  2.89it/s]\nEpoch 0: |          | 9689/? [55:57<00:00,  2.89it/s]\nEpoch 0: |          | 9689/? [55:57<00:00,  2.89it/s]\nEpoch 0: |          | 9690/? [55:57<00:00,  2.89it/s]\nEpoch 0: |          | 9690/? [55:57<00:00,  2.89it/s]\nEpoch 0: |          | 9691/? [55:57<00:00,  2.89it/s]\nEpoch 0: |          | 9691/? [55:57<00:00,  2.89it/s]\nEpoch 0: |          | 9692/? [55:57<00:00,  2.89it/s]\nEpoch 0: |          | 9692/? [55:57<00:00,  2.89it/s]\nEpoch 0: |          | 9693/? [55:58<00:00,  2.89it/s]\nEpoch 0: |          | 9693/? [55:58<00:00,  2.89it/s]\nEpoch 0: |          | 9694/? [55:58<00:00,  2.89it/s]\nEpoch 0: |          | 9694/? [55:58<00:00,  2.89it/s]\nEpoch 0: |          | 9695/? [55:58<00:00,  2.89it/s]\nEpoch 0: |          | 9695/? [55:58<00:00,  2.89it/s]\nEpoch 0: |          | 9696/? [55:58<00:00,  2.89it/s]\nEpoch 0: |          | 9696/? [55:58<00:00,  2.89it/s]\nEpoch 0: |          | 9697/? [55:59<00:00,  2.89it/s]\nEpoch 0: |          | 9697/? [55:59<00:00,  2.89it/s]\nEpoch 0: |          | 9698/? [55:59<00:00,  2.89it/s]\nEpoch 0: |          | 9698/? [55:59<00:00,  2.89it/s]\nEpoch 0: |          | 9699/? [55:59<00:00,  2.89it/s]\nEpoch 0: |          | 9699/? [55:59<00:00,  2.89it/s]\nEpoch 0: |          | 9700/? [56:00<00:00,  2.89it/s]\nEpoch 0: |          | 9700/? [56:00<00:00,  2.89it/s]\nEpoch 0: |          | 9701/? [56:00<00:00,  2.89it/s]\nEpoch 0: |          | 9701/? [56:00<00:00,  2.89it/s]\nEpoch 0: |          | 9702/? [56:00<00:00,  2.89it/s]\nEpoch 0: |          | 9702/? [56:00<00:00,  2.89it/s]\nEpoch 0: |          | 9703/? [56:00<00:00,  2.89it/s]\nEpoch 0: |          | 9703/? [56:00<00:00,  2.89it/s]\nEpoch 0: |          | 9704/? [56:01<00:00,  2.89it/s]\nEpoch 0: |          | 9704/? [56:01<00:00,  2.89it/s]\nEpoch 0: |          | 9705/? [56:01<00:00,  2.89it/s]\nEpoch 0: |          | 9705/? [56:01<00:00,  2.89it/s]\nEpoch 0: |          | 9706/? [56:01<00:00,  2.89it/s]\nEpoch 0: |          | 9706/? [56:01<00:00,  2.89it/s]\nEpoch 0: |          | 9707/? [56:01<00:00,  2.89it/s]\nEpoch 0: |          | 9707/? [56:01<00:00,  2.89it/s]\nEpoch 0: |          | 9708/? [56:02<00:00,  2.89it/s]\nEpoch 0: |          | 9708/? [56:02<00:00,  2.89it/s]\nEpoch 0: |          | 9709/? [56:02<00:00,  2.89it/s]\nEpoch 0: |          | 9709/? [56:02<00:00,  2.89it/s]\nEpoch 0: |          | 9710/? [56:02<00:00,  2.89it/s]\nEpoch 0: |          | 9710/? [56:02<00:00,  2.89it/s]\nEpoch 0: |          | 9711/? [56:03<00:00,  2.89it/s]\nEpoch 0: |          | 9711/? [56:03<00:00,  2.89it/s]\nEpoch 0: |          | 9712/? [56:03<00:00,  2.89it/s]\nEpoch 0: |          | 9712/? [56:03<00:00,  2.89it/s]\nEpoch 0: |          | 9713/? [56:03<00:00,  2.89it/s]\nEpoch 0: |          | 9713/? [56:03<00:00,  2.89it/s]\nEpoch 0: |          | 9714/? [56:03<00:00,  2.89it/s]\nEpoch 0: |          | 9714/? [56:03<00:00,  2.89it/s]\nEpoch 0: |          | 9715/? [56:04<00:00,  2.89it/s]\nEpoch 0: |          | 9715/? [56:04<00:00,  2.89it/s]\nEpoch 0: |          | 9716/? [56:04<00:00,  2.89it/s]\nEpoch 0: |          | 9716/? [56:04<00:00,  2.89it/s]\nEpoch 0: |          | 9717/? [56:04<00:00,  2.89it/s]\nEpoch 0: |          | 9717/? [56:04<00:00,  2.89it/s]\nEpoch 0: |          | 9718/? [56:04<00:00,  2.89it/s]\nEpoch 0: |          | 9718/? [56:04<00:00,  2.89it/s]\nEpoch 0: |          | 9719/? [56:05<00:00,  2.89it/s]\nEpoch 0: |          | 9719/? [56:05<00:00,  2.89it/s]\nEpoch 0: |          | 9720/? [56:05<00:00,  2.89it/s]\nEpoch 0: |          | 9720/? [56:05<00:00,  2.89it/s]\nEpoch 0: |          | 9721/? [56:05<00:00,  2.89it/s]\nEpoch 0: |          | 9721/? [56:05<00:00,  2.89it/s]\nEpoch 0: |          | 9722/? [56:06<00:00,  2.89it/s]\nEpoch 0: |          | 9722/? [56:06<00:00,  2.89it/s]\nEpoch 0: |          | 9723/? [56:06<00:00,  2.89it/s]\nEpoch 0: |          | 9723/? [56:06<00:00,  2.89it/s]\nEpoch 0: |          | 9724/? [56:06<00:00,  2.89it/s]\nEpoch 0: |          | 9724/? [56:06<00:00,  2.89it/s]\nEpoch 0: |          | 9725/? [56:06<00:00,  2.89it/s]\nEpoch 0: |          | 9725/? [56:06<00:00,  2.89it/s]\nEpoch 0: |          | 9726/? [56:07<00:00,  2.89it/s]\nEpoch 0: |          | 9726/? [56:07<00:00,  2.89it/s]\nEpoch 0: |          | 9727/? [56:07<00:00,  2.89it/s]\nEpoch 0: |          | 9727/? [56:07<00:00,  2.89it/s]\nEpoch 0: |          | 9728/? [56:07<00:00,  2.89it/s]\nEpoch 0: |          | 9728/? [56:07<00:00,  2.89it/s]\nEpoch 0: |          | 9729/? [56:08<00:00,  2.89it/s]\nEpoch 0: |          | 9729/? [56:08<00:00,  2.89it/s]\nEpoch 0: |          | 9730/? [56:08<00:00,  2.89it/s]\nEpoch 0: |          | 9730/? [56:08<00:00,  2.89it/s]\nEpoch 0: |          | 9731/? [56:08<00:00,  2.89it/s]\nEpoch 0: |          | 9731/? [56:08<00:00,  2.89it/s]\nEpoch 0: |          | 9732/? [56:08<00:00,  2.89it/s]\nEpoch 0: |          | 9732/? [56:08<00:00,  2.89it/s]\nEpoch 0: |          | 9733/? [56:09<00:00,  2.89it/s]\nEpoch 0: |          | 9733/? [56:09<00:00,  2.89it/s]\nEpoch 0: |          | 9734/? [56:09<00:00,  2.89it/s]\nEpoch 0: |          | 9734/? [56:09<00:00,  2.89it/s]\nEpoch 0: |          | 9735/? [56:09<00:00,  2.89it/s]\nEpoch 0: |          | 9735/? [56:09<00:00,  2.89it/s]\nEpoch 0: |          | 9736/? [56:09<00:00,  2.89it/s]\nEpoch 0: |          | 9736/? [56:09<00:00,  2.89it/s]\nEpoch 0: |          | 9737/? [56:10<00:00,  2.89it/s]\nEpoch 0: |          | 9737/? [56:10<00:00,  2.89it/s]\nEpoch 0: |          | 9738/? [56:10<00:00,  2.89it/s]\nEpoch 0: |          | 9738/? [56:10<00:00,  2.89it/s]\nEpoch 0: |          | 9739/? [56:10<00:00,  2.89it/s]\nEpoch 0: |          | 9739/? [56:10<00:00,  2.89it/s]\nEpoch 0: |          | 9740/? [56:11<00:00,  2.89it/s]\nEpoch 0: |          | 9740/? [56:11<00:00,  2.89it/s]\nEpoch 0: |          | 9741/? [56:11<00:00,  2.89it/s]\nEpoch 0: |          | 9741/? [56:11<00:00,  2.89it/s]\nEpoch 0: |          | 9742/? [56:11<00:00,  2.89it/s]\nEpoch 0: |          | 9742/? [56:11<00:00,  2.89it/s]\nEpoch 0: |          | 9743/? [56:11<00:00,  2.89it/s]\nEpoch 0: |          | 9743/? [56:11<00:00,  2.89it/s]\nEpoch 0: |          | 9744/? [56:12<00:00,  2.89it/s]\nEpoch 0: |          | 9744/? [56:12<00:00,  2.89it/s]\nEpoch 0: |          | 9745/? [56:12<00:00,  2.89it/s]\nEpoch 0: |          | 9745/? [56:12<00:00,  2.89it/s]\nEpoch 0: |          | 9746/? [56:12<00:00,  2.89it/s]\nEpoch 0: |          | 9746/? [56:12<00:00,  2.89it/s]\nEpoch 0: |          | 9747/? [56:12<00:00,  2.89it/s]\nEpoch 0: |          | 9747/? [56:12<00:00,  2.89it/s]\nEpoch 0: |          | 9748/? [56:13<00:00,  2.89it/s]\nEpoch 0: |          | 9748/? [56:13<00:00,  2.89it/s]\nEpoch 0: |          | 9749/? [56:13<00:00,  2.89it/s]\nEpoch 0: |          | 9749/? [56:13<00:00,  2.89it/s]\nEpoch 0: |          | 9750/? [56:13<00:00,  2.89it/s]\nEpoch 0: |          | 9750/? [56:13<00:00,  2.89it/s]\nEpoch 0: |          | 9751/? [56:14<00:00,  2.89it/s]\nEpoch 0: |          | 9751/? [56:14<00:00,  2.89it/s]\nEpoch 0: |          | 9752/? [56:14<00:00,  2.89it/s]\nEpoch 0: |          | 9752/? [56:14<00:00,  2.89it/s]\nEpoch 0: |          | 9753/? [56:14<00:00,  2.89it/s]\nEpoch 0: |          | 9753/? [56:14<00:00,  2.89it/s]\nEpoch 0: |          | 9754/? [56:14<00:00,  2.89it/s]\nEpoch 0: |          | 9754/? [56:14<00:00,  2.89it/s]\nEpoch 0: |          | 9755/? [56:15<00:00,  2.89it/s]\nEpoch 0: |          | 9755/? [56:15<00:00,  2.89it/s]\nEpoch 0: |          | 9756/? [56:15<00:00,  2.89it/s]\nEpoch 0: |          | 9756/? [56:15<00:00,  2.89it/s]\nEpoch 0: |          | 9757/? [56:15<00:00,  2.89it/s]\nEpoch 0: |          | 9757/? [56:15<00:00,  2.89it/s]\nEpoch 0: |          | 9758/? [56:16<00:00,  2.89it/s]\nEpoch 0: |          | 9758/? [56:16<00:00,  2.89it/s]\nEpoch 0: |          | 9759/? [56:16<00:00,  2.89it/s]\nEpoch 0: |          | 9759/? [56:16<00:00,  2.89it/s]\nEpoch 0: |          | 9760/? [56:16<00:00,  2.89it/s]\nEpoch 0: |          | 9760/? [56:16<00:00,  2.89it/s]\nEpoch 0: |          | 9761/? [56:16<00:00,  2.89it/s]\nEpoch 0: |          | 9761/? [56:16<00:00,  2.89it/s]\nEpoch 0: |          | 9762/? [56:17<00:00,  2.89it/s]\nEpoch 0: |          | 9762/? [56:17<00:00,  2.89it/s]\nEpoch 0: |          | 9763/? [56:17<00:00,  2.89it/s]\nEpoch 0: |          | 9763/? [56:17<00:00,  2.89it/s]\nEpoch 0: |          | 9764/? [56:17<00:00,  2.89it/s]\nEpoch 0: |          | 9764/? [56:17<00:00,  2.89it/s]\nEpoch 0: |          | 9765/? [56:17<00:00,  2.89it/s]\nEpoch 0: |          | 9765/? [56:17<00:00,  2.89it/s]\nEpoch 0: |          | 9766/? [56:18<00:00,  2.89it/s]\nEpoch 0: |          | 9766/? [56:18<00:00,  2.89it/s]\nEpoch 0: |          | 9767/? [56:18<00:00,  2.89it/s]\nEpoch 0: |          | 9767/? [56:18<00:00,  2.89it/s]\nEpoch 0: |          | 9768/? [56:18<00:00,  2.89it/s]\nEpoch 0: |          | 9768/? [56:18<00:00,  2.89it/s]\nEpoch 0: |          | 9769/? [56:18<00:00,  2.89it/s]\nEpoch 0: |          | 9769/? [56:18<00:00,  2.89it/s]\nEpoch 0: |          | 9770/? [56:19<00:00,  2.89it/s]\nEpoch 0: |          | 9770/? [56:19<00:00,  2.89it/s]\nEpoch 0: |          | 9771/? [56:19<00:00,  2.89it/s]\nEpoch 0: |          | 9771/? [56:19<00:00,  2.89it/s]\nEpoch 0: |          | 9772/? [56:19<00:00,  2.89it/s]\nEpoch 0: |          | 9772/? [56:19<00:00,  2.89it/s]\nEpoch 0: |          | 9773/? [56:20<00:00,  2.89it/s]\nEpoch 0: |          | 9773/? [56:20<00:00,  2.89it/s]\nEpoch 0: |          | 9774/? [56:20<00:00,  2.89it/s]\nEpoch 0: |          | 9774/? [56:20<00:00,  2.89it/s]\nEpoch 0: |          | 9775/? [56:20<00:00,  2.89it/s]\nEpoch 0: |          | 9775/? [56:20<00:00,  2.89it/s]\nEpoch 0: |          | 9776/? [56:20<00:00,  2.89it/s]\nEpoch 0: |          | 9776/? [56:20<00:00,  2.89it/s]\nEpoch 0: |          | 9777/? [56:21<00:00,  2.89it/s]\nEpoch 0: |          | 9777/? [56:21<00:00,  2.89it/s]\nEpoch 0: |          | 9778/? [56:21<00:00,  2.89it/s]\nEpoch 0: |          | 9778/? [56:21<00:00,  2.89it/s]\nEpoch 0: |          | 9779/? [56:21<00:00,  2.89it/s]\nEpoch 0: |          | 9779/? [56:21<00:00,  2.89it/s]\nEpoch 0: |          | 9780/? [56:22<00:00,  2.89it/s]\nEpoch 0: |          | 9780/? [56:22<00:00,  2.89it/s]\nEpoch 0: |          | 9781/? [56:22<00:00,  2.89it/s]\nEpoch 0: |          | 9781/? [56:22<00:00,  2.89it/s]\nEpoch 0: |          | 9782/? [56:22<00:00,  2.89it/s]\nEpoch 0: |          | 9782/? [56:22<00:00,  2.89it/s]\nEpoch 0: |          | 9783/? [56:22<00:00,  2.89it/s]\nEpoch 0: |          | 9783/? [56:22<00:00,  2.89it/s]\nEpoch 0: |          | 9784/? [56:23<00:00,  2.89it/s]\nEpoch 0: |          | 9784/? [56:23<00:00,  2.89it/s]\nEpoch 0: |          | 9785/? [56:23<00:00,  2.89it/s]\nEpoch 0: |          | 9785/? [56:23<00:00,  2.89it/s]\nEpoch 0: |          | 9786/? [56:23<00:00,  2.89it/s]\nEpoch 0: |          | 9786/? [56:23<00:00,  2.89it/s]\nEpoch 0: |          | 9787/? [56:24<00:00,  2.89it/s]\nEpoch 0: |          | 9787/? [56:24<00:00,  2.89it/s]\nEpoch 0: |          | 9788/? [56:24<00:00,  2.89it/s]\nEpoch 0: |          | 9788/? [56:24<00:00,  2.89it/s]\nEpoch 0: |          | 9789/? [56:24<00:00,  2.89it/s]\nEpoch 0: |          | 9789/? [56:24<00:00,  2.89it/s]\nEpoch 0: |          | 9790/? [56:24<00:00,  2.89it/s]\nEpoch 0: |          | 9790/? [56:24<00:00,  2.89it/s]\nEpoch 0: |          | 9791/? [56:25<00:00,  2.89it/s]\nEpoch 0: |          | 9791/? [56:25<00:00,  2.89it/s]\nEpoch 0: |          | 9792/? [56:25<00:00,  2.89it/s]\nEpoch 0: |          | 9792/? [56:25<00:00,  2.89it/s]\nEpoch 0: |          | 9793/? [56:25<00:00,  2.89it/s]\nEpoch 0: |          | 9793/? [56:25<00:00,  2.89it/s]\nEpoch 0: |          | 9794/? [56:25<00:00,  2.89it/s]\nEpoch 0: |          | 9794/? [56:25<00:00,  2.89it/s]\nEpoch 0: |          | 9795/? [56:26<00:00,  2.89it/s]\nEpoch 0: |          | 9795/? [56:26<00:00,  2.89it/s]\nEpoch 0: |          | 9796/? [56:26<00:00,  2.89it/s]\nEpoch 0: |          | 9796/? [56:26<00:00,  2.89it/s]\nEpoch 0: |          | 9797/? [56:26<00:00,  2.89it/s]\nEpoch 0: |          | 9797/? [56:26<00:00,  2.89it/s]\nEpoch 0: |          | 9798/? [56:27<00:00,  2.89it/s]\nEpoch 0: |          | 9798/? [56:27<00:00,  2.89it/s]\nEpoch 0: |          | 9799/? [56:27<00:00,  2.89it/s]\nEpoch 0: |          | 9799/? [56:27<00:00,  2.89it/s]\nEpoch 0: |          | 9800/? [56:27<00:00,  2.89it/s]\nEpoch 0: |          | 9800/? [56:27<00:00,  2.89it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.65it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.74it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.12it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.44it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 9800/? [56:27<00:00,  2.89it/s]\nEpoch 0: |          | 9801/? [56:28<00:00,  2.89it/s]\nEpoch 0: |          | 9801/? [56:28<00:00,  2.89it/s]\nEpoch 0: |          | 9802/? [56:28<00:00,  2.89it/s]\nEpoch 0: |          | 9802/? [56:28<00:00,  2.89it/s]\nEpoch 0: |          | 9803/? [56:28<00:00,  2.89it/s]\nEpoch 0: |          | 9803/? [56:28<00:00,  2.89it/s]\nEpoch 0: |          | 9804/? [56:28<00:00,  2.89it/s]\nEpoch 0: |          | 9804/? [56:28<00:00,  2.89it/s]\nEpoch 0: |          | 9805/? [56:29<00:00,  2.89it/s]\nEpoch 0: |          | 9805/? [56:29<00:00,  2.89it/s]\nEpoch 0: |          | 9806/? [56:29<00:00,  2.89it/s]\nEpoch 0: |          | 9806/? [56:29<00:00,  2.89it/s]\nEpoch 0: |          | 9807/? [56:29<00:00,  2.89it/s]\nEpoch 0: |          | 9807/? [56:29<00:00,  2.89it/s]\nEpoch 0: |          | 9808/? [56:30<00:00,  2.89it/s]\nEpoch 0: |          | 9808/? [56:30<00:00,  2.89it/s]\nEpoch 0: |          | 9809/? [56:30<00:00,  2.89it/s]\nEpoch 0: |          | 9809/? [56:30<00:00,  2.89it/s]\nEpoch 0: |          | 9810/? [56:30<00:00,  2.89it/s]\nEpoch 0: |          | 9810/? [56:30<00:00,  2.89it/s]\nEpoch 0: |          | 9811/? [56:30<00:00,  2.89it/s]\nEpoch 0: |          | 9811/? [56:30<00:00,  2.89it/s]\nEpoch 0: |          | 9812/? [56:31<00:00,  2.89it/s]\nEpoch 0: |          | 9812/? [56:31<00:00,  2.89it/s]\nEpoch 0: |          | 9813/? [56:31<00:00,  2.89it/s]\nEpoch 0: |          | 9813/? [56:31<00:00,  2.89it/s]\nEpoch 0: |          | 9814/? [56:31<00:00,  2.89it/s]\nEpoch 0: |          | 9814/? [56:31<00:00,  2.89it/s]\nEpoch 0: |          | 9815/? [56:32<00:00,  2.89it/s]\nEpoch 0: |          | 9815/? [56:32<00:00,  2.89it/s]\nEpoch 0: |          | 9816/? [56:32<00:00,  2.89it/s]\nEpoch 0: |          | 9816/? [56:32<00:00,  2.89it/s]\nEpoch 0: |          | 9817/? [56:32<00:00,  2.89it/s]\nEpoch 0: |          | 9817/? [56:32<00:00,  2.89it/s]\nEpoch 0: |          | 9818/? [56:32<00:00,  2.89it/s]\nEpoch 0: |          | 9818/? [56:32<00:00,  2.89it/s]\nEpoch 0: |          | 9819/? [56:33<00:00,  2.89it/s]\nEpoch 0: |          | 9819/? [56:33<00:00,  2.89it/s]\nEpoch 0: |          | 9820/? [56:33<00:00,  2.89it/s]\nEpoch 0: |          | 9820/? [56:33<00:00,  2.89it/s]\nEpoch 0: |          | 9821/? [56:33<00:00,  2.89it/s]\nEpoch 0: |          | 9821/? [56:33<00:00,  2.89it/s]\nEpoch 0: |          | 9822/? [56:33<00:00,  2.89it/s]\nEpoch 0: |          | 9822/? [56:33<00:00,  2.89it/s]\nEpoch 0: |          | 9823/? [56:34<00:00,  2.89it/s]\nEpoch 0: |          | 9823/? [56:34<00:00,  2.89it/s]\nEpoch 0: |          | 9824/? [56:34<00:00,  2.89it/s]\nEpoch 0: |          | 9824/? [56:34<00:00,  2.89it/s]\nEpoch 0: |          | 9825/? [56:34<00:00,  2.89it/s]\nEpoch 0: |          | 9825/? [56:34<00:00,  2.89it/s]\nEpoch 0: |          | 9826/? [56:35<00:00,  2.89it/s]\nEpoch 0: |          | 9826/? [56:35<00:00,  2.89it/s]\nEpoch 0: |          | 9827/? [56:35<00:00,  2.89it/s]\nEpoch 0: |          | 9827/? [56:35<00:00,  2.89it/s]\nEpoch 0: |          | 9828/? [56:35<00:00,  2.89it/s]\nEpoch 0: |          | 9828/? [56:35<00:00,  2.89it/s]\nEpoch 0: |          | 9829/? [56:35<00:00,  2.89it/s]\nEpoch 0: |          | 9829/? [56:35<00:00,  2.89it/s]\nEpoch 0: |          | 9830/? [56:36<00:00,  2.89it/s]\nEpoch 0: |          | 9830/? [56:36<00:00,  2.89it/s]\nEpoch 0: |          | 9831/? [56:36<00:00,  2.89it/s]\nEpoch 0: |          | 9831/? [56:36<00:00,  2.89it/s]\nEpoch 0: |          | 9832/? [56:36<00:00,  2.89it/s]\nEpoch 0: |          | 9832/? [56:36<00:00,  2.89it/s]\nEpoch 0: |          | 9833/? [56:36<00:00,  2.89it/s]\nEpoch 0: |          | 9833/? [56:36<00:00,  2.89it/s]\nEpoch 0: |          | 9834/? [56:37<00:00,  2.89it/s]\nEpoch 0: |          | 9834/? [56:37<00:00,  2.89it/s]\nEpoch 0: |          | 9835/? [56:37<00:00,  2.89it/s]\nEpoch 0: |          | 9835/? [56:37<00:00,  2.89it/s]\nEpoch 0: |          | 9836/? [56:37<00:00,  2.89it/s]\nEpoch 0: |          | 9836/? [56:37<00:00,  2.89it/s]\nEpoch 0: |          | 9837/? [56:38<00:00,  2.89it/s]\nEpoch 0: |          | 9837/? [56:38<00:00,  2.89it/s]\nEpoch 0: |          | 9838/? [56:38<00:00,  2.89it/s]\nEpoch 0: |          | 9838/? [56:38<00:00,  2.89it/s]\nEpoch 0: |          | 9839/? [56:38<00:00,  2.89it/s]\nEpoch 0: |          | 9839/? [56:38<00:00,  2.89it/s]\nEpoch 0: |          | 9840/? [56:38<00:00,  2.90it/s]\nEpoch 0: |          | 9840/? [56:38<00:00,  2.90it/s]\nEpoch 0: |          | 9841/? [56:39<00:00,  2.90it/s]\nEpoch 0: |          | 9841/? [56:39<00:00,  2.90it/s]\nEpoch 0: |          | 9842/? [56:39<00:00,  2.90it/s]\nEpoch 0: |          | 9842/? [56:39<00:00,  2.90it/s]\nEpoch 0: |          | 9843/? [56:39<00:00,  2.90it/s]\nEpoch 0: |          | 9843/? [56:39<00:00,  2.90it/s]\nEpoch 0: |          | 9844/? [56:40<00:00,  2.90it/s]\nEpoch 0: |          | 9844/? [56:40<00:00,  2.90it/s]\nEpoch 0: |          | 9845/? [56:40<00:00,  2.90it/s]\nEpoch 0: |          | 9845/? [56:40<00:00,  2.90it/s]\nEpoch 0: |          | 9846/? [56:40<00:00,  2.90it/s]\nEpoch 0: |          | 9846/? [56:40<00:00,  2.90it/s]\nEpoch 0: |          | 9847/? [56:40<00:00,  2.90it/s]\nEpoch 0: |          | 9847/? [56:40<00:00,  2.90it/s]\nEpoch 0: |          | 9848/? [56:41<00:00,  2.90it/s]\nEpoch 0: |          | 9848/? [56:41<00:00,  2.90it/s]\nEpoch 0: |          | 9849/? [56:41<00:00,  2.90it/s]\nEpoch 0: |          | 9849/? [56:41<00:00,  2.90it/s]\nEpoch 0: |          | 9850/? [56:41<00:00,  2.90it/s]\nEpoch 0: |          | 9850/? [56:41<00:00,  2.90it/s]\nEpoch 0: |          | 9851/? [56:41<00:00,  2.90it/s]\nEpoch 0: |          | 9851/? [56:41<00:00,  2.90it/s]\nEpoch 0: |          | 9852/? [56:42<00:00,  2.90it/s]\nEpoch 0: |          | 9852/? [56:42<00:00,  2.90it/s]\nEpoch 0: |          | 9853/? [56:42<00:00,  2.90it/s]\nEpoch 0: |          | 9853/? [56:42<00:00,  2.90it/s]\nEpoch 0: |          | 9854/? [56:42<00:00,  2.90it/s]\nEpoch 0: |          | 9854/? [56:42<00:00,  2.90it/s]\nEpoch 0: |          | 9855/? [56:43<00:00,  2.90it/s]\nEpoch 0: |          | 9855/? [56:43<00:00,  2.90it/s]\nEpoch 0: |          | 9856/? [56:43<00:00,  2.90it/s]\nEpoch 0: |          | 9856/? [56:43<00:00,  2.90it/s]\nEpoch 0: |          | 9857/? [56:43<00:00,  2.90it/s]\nEpoch 0: |          | 9857/? [56:43<00:00,  2.90it/s]\nEpoch 0: |          | 9858/? [56:43<00:00,  2.90it/s]\nEpoch 0: |          | 9858/? [56:43<00:00,  2.90it/s]\nEpoch 0: |          | 9859/? [56:44<00:00,  2.90it/s]\nEpoch 0: |          | 9859/? [56:44<00:00,  2.90it/s]\nEpoch 0: |          | 9860/? [56:44<00:00,  2.90it/s]\nEpoch 0: |          | 9860/? [56:44<00:00,  2.90it/s]\nEpoch 0: |          | 9861/? [56:44<00:00,  2.90it/s]\nEpoch 0: |          | 9861/? [56:44<00:00,  2.90it/s]\nEpoch 0: |          | 9862/? [56:45<00:00,  2.90it/s]\nEpoch 0: |          | 9862/? [56:45<00:00,  2.90it/s]\nEpoch 0: |          | 9863/? [56:45<00:00,  2.90it/s]\nEpoch 0: |          | 9863/? [56:45<00:00,  2.90it/s]\nEpoch 0: |          | 9864/? [56:45<00:00,  2.90it/s]\nEpoch 0: |          | 9864/? [56:45<00:00,  2.90it/s]\nEpoch 0: |          | 9865/? [56:45<00:00,  2.90it/s]\nEpoch 0: |          | 9865/? [56:45<00:00,  2.90it/s]\nEpoch 0: |          | 9866/? [56:46<00:00,  2.90it/s]\nEpoch 0: |          | 9866/? [56:46<00:00,  2.90it/s]\nEpoch 0: |          | 9867/? [56:46<00:00,  2.90it/s]\nEpoch 0: |          | 9867/? [56:46<00:00,  2.90it/s]\nEpoch 0: |          | 9868/? [56:46<00:00,  2.90it/s]\nEpoch 0: |          | 9868/? [56:46<00:00,  2.90it/s]\nEpoch 0: |          | 9869/? [56:46<00:00,  2.90it/s]\nEpoch 0: |          | 9869/? [56:46<00:00,  2.90it/s]\nEpoch 0: |          | 9870/? [56:47<00:00,  2.90it/s]\nEpoch 0: |          | 9870/? [56:47<00:00,  2.90it/s]\nEpoch 0: |          | 9871/? [56:47<00:00,  2.90it/s]\nEpoch 0: |          | 9871/? [56:47<00:00,  2.90it/s]\nEpoch 0: |          | 9872/? [56:47<00:00,  2.90it/s]\nEpoch 0: |          | 9872/? [56:47<00:00,  2.90it/s]\nEpoch 0: |          | 9873/? [56:48<00:00,  2.90it/s]\nEpoch 0: |          | 9873/? [56:48<00:00,  2.90it/s]\nEpoch 0: |          | 9874/? [56:48<00:00,  2.90it/s]\nEpoch 0: |          | 9874/? [56:48<00:00,  2.90it/s]\nEpoch 0: |          | 9875/? [56:48<00:00,  2.90it/s]\nEpoch 0: |          | 9875/? [56:48<00:00,  2.90it/s]\nEpoch 0: |          | 9876/? [56:48<00:00,  2.90it/s]\nEpoch 0: |          | 9876/? [56:48<00:00,  2.90it/s]\nEpoch 0: |          | 9877/? [56:49<00:00,  2.90it/s]\nEpoch 0: |          | 9877/? [56:49<00:00,  2.90it/s]\nEpoch 0: |          | 9878/? [56:49<00:00,  2.90it/s]\nEpoch 0: |          | 9878/? [56:49<00:00,  2.90it/s]\nEpoch 0: |          | 9879/? [56:49<00:00,  2.90it/s]\nEpoch 0: |          | 9879/? [56:49<00:00,  2.90it/s]\nEpoch 0: |          | 9880/? [56:50<00:00,  2.90it/s]\nEpoch 0: |          | 9880/? [56:50<00:00,  2.90it/s]\nEpoch 0: |          | 9881/? [56:50<00:00,  2.90it/s]\nEpoch 0: |          | 9881/? [56:50<00:00,  2.90it/s]\nEpoch 0: |          | 9882/? [56:50<00:00,  2.90it/s]\nEpoch 0: |          | 9882/? [56:50<00:00,  2.90it/s]\nEpoch 0: |          | 9883/? [56:50<00:00,  2.90it/s]\nEpoch 0: |          | 9883/? [56:50<00:00,  2.90it/s]\nEpoch 0: |          | 9884/? [56:51<00:00,  2.90it/s]\nEpoch 0: |          | 9884/? [56:51<00:00,  2.90it/s]\nEpoch 0: |          | 9885/? [56:51<00:00,  2.90it/s]\nEpoch 0: |          | 9885/? [56:51<00:00,  2.90it/s]\nEpoch 0: |          | 9886/? [56:51<00:00,  2.90it/s]\nEpoch 0: |          | 9886/? [56:51<00:00,  2.90it/s]\nEpoch 0: |          | 9887/? [56:51<00:00,  2.90it/s]\nEpoch 0: |          | 9887/? [56:51<00:00,  2.90it/s]\nEpoch 0: |          | 9888/? [56:52<00:00,  2.90it/s]\nEpoch 0: |          | 9888/? [56:52<00:00,  2.90it/s]\nEpoch 0: |          | 9889/? [56:52<00:00,  2.90it/s]\nEpoch 0: |          | 9889/? [56:52<00:00,  2.90it/s]\nEpoch 0: |          | 9890/? [56:52<00:00,  2.90it/s]\nEpoch 0: |          | 9890/? [56:52<00:00,  2.90it/s]\nEpoch 0: |          | 9891/? [56:53<00:00,  2.90it/s]\nEpoch 0: |          | 9891/? [56:53<00:00,  2.90it/s]\nEpoch 0: |          | 9892/? [56:53<00:00,  2.90it/s]\nEpoch 0: |          | 9892/? [56:53<00:00,  2.90it/s]\nEpoch 0: |          | 9893/? [56:53<00:00,  2.90it/s]\nEpoch 0: |          | 9893/? [56:53<00:00,  2.90it/s]\nEpoch 0: |          | 9894/? [56:53<00:00,  2.90it/s]\nEpoch 0: |          | 9894/? [56:53<00:00,  2.90it/s]\nEpoch 0: |          | 9895/? [56:54<00:00,  2.90it/s]\nEpoch 0: |          | 9895/? [56:54<00:00,  2.90it/s]\nEpoch 0: |          | 9896/? [56:54<00:00,  2.90it/s]\nEpoch 0: |          | 9896/? [56:54<00:00,  2.90it/s]\nEpoch 0: |          | 9897/? [56:54<00:00,  2.90it/s]\nEpoch 0: |          | 9897/? [56:54<00:00,  2.90it/s]\nEpoch 0: |          | 9898/? [56:55<00:00,  2.90it/s]\nEpoch 0: |          | 9898/? [56:55<00:00,  2.90it/s]\nEpoch 0: |          | 9899/? [56:55<00:00,  2.90it/s]\nEpoch 0: |          | 9899/? [56:55<00:00,  2.90it/s]\nEpoch 0: |          | 9900/? [56:55<00:00,  2.90it/s]\nEpoch 0: |          | 9900/? [56:55<00:00,  2.90it/s]\nEpoch 0: |          | 9901/? [56:55<00:00,  2.90it/s]\nEpoch 0: |          | 9901/? [56:55<00:00,  2.90it/s]\nEpoch 0: |          | 9902/? [56:56<00:00,  2.90it/s]\nEpoch 0: |          | 9902/? [56:56<00:00,  2.90it/s]\nEpoch 0: |          | 9903/? [56:56<00:00,  2.90it/s]\nEpoch 0: |          | 9903/? [56:56<00:00,  2.90it/s]\nEpoch 0: |          | 9904/? [56:56<00:00,  2.90it/s]\nEpoch 0: |          | 9904/? [56:56<00:00,  2.90it/s]\nEpoch 0: |          | 9905/? [56:56<00:00,  2.90it/s]\nEpoch 0: |          | 9905/? [56:56<00:00,  2.90it/s]\nEpoch 0: |          | 9906/? [56:57<00:00,  2.90it/s]\nEpoch 0: |          | 9906/? [56:57<00:00,  2.90it/s]\nEpoch 0: |          | 9907/? [56:57<00:00,  2.90it/s]\nEpoch 0: |          | 9907/? [56:57<00:00,  2.90it/s]\nEpoch 0: |          | 9908/? [56:57<00:00,  2.90it/s]\nEpoch 0: |          | 9908/? [56:57<00:00,  2.90it/s]\nEpoch 0: |          | 9909/? [56:58<00:00,  2.90it/s]\nEpoch 0: |          | 9909/? [56:58<00:00,  2.90it/s]\nEpoch 0: |          | 9910/? [56:58<00:00,  2.90it/s]\nEpoch 0: |          | 9910/? [56:58<00:00,  2.90it/s]\nEpoch 0: |          | 9911/? [56:58<00:00,  2.90it/s]\nEpoch 0: |          | 9911/? [56:58<00:00,  2.90it/s]\nEpoch 0: |          | 9912/? [56:58<00:00,  2.90it/s]\nEpoch 0: |          | 9912/? [56:58<00:00,  2.90it/s]\nEpoch 0: |          | 9913/? [56:59<00:00,  2.90it/s]\nEpoch 0: |          | 9913/? [56:59<00:00,  2.90it/s]\nEpoch 0: |          | 9914/? [56:59<00:00,  2.90it/s]\nEpoch 0: |          | 9914/? [56:59<00:00,  2.90it/s]\nEpoch 0: |          | 9915/? [56:59<00:00,  2.90it/s]\nEpoch 0: |          | 9915/? [56:59<00:00,  2.90it/s]\nEpoch 0: |          | 9916/? [56:59<00:00,  2.90it/s]\nEpoch 0: |          | 9916/? [56:59<00:00,  2.90it/s]\nEpoch 0: |          | 9917/? [57:00<00:00,  2.90it/s]\nEpoch 0: |          | 9917/? [57:00<00:00,  2.90it/s]\nEpoch 0: |          | 9918/? [57:00<00:00,  2.90it/s]\nEpoch 0: |          | 9918/? [57:00<00:00,  2.90it/s]\nEpoch 0: |          | 9919/? [57:00<00:00,  2.90it/s]\nEpoch 0: |          | 9919/? [57:00<00:00,  2.90it/s]\nEpoch 0: |          | 9920/? [57:01<00:00,  2.90it/s]\nEpoch 0: |          | 9920/? [57:01<00:00,  2.90it/s]\nEpoch 0: |          | 9921/? [57:01<00:00,  2.90it/s]\nEpoch 0: |          | 9921/? [57:01<00:00,  2.90it/s]\nEpoch 0: |          | 9922/? [57:01<00:00,  2.90it/s]\nEpoch 0: |          | 9922/? [57:01<00:00,  2.90it/s]\nEpoch 0: |          | 9923/? [57:01<00:00,  2.90it/s]\nEpoch 0: |          | 9923/? [57:01<00:00,  2.90it/s]\nEpoch 0: |          | 9924/? [57:02<00:00,  2.90it/s]\nEpoch 0: |          | 9924/? [57:02<00:00,  2.90it/s]\nEpoch 0: |          | 9925/? [57:02<00:00,  2.90it/s]\nEpoch 0: |          | 9925/? [57:02<00:00,  2.90it/s]\nEpoch 0: |          | 9926/? [57:02<00:00,  2.90it/s]\nEpoch 0: |          | 9926/? [57:02<00:00,  2.90it/s]\nEpoch 0: |          | 9927/? [57:02<00:00,  2.90it/s]\nEpoch 0: |          | 9927/? [57:02<00:00,  2.90it/s]\nEpoch 0: |          | 9928/? [57:03<00:00,  2.90it/s]\nEpoch 0: |          | 9928/? [57:03<00:00,  2.90it/s]\nEpoch 0: |          | 9929/? [57:03<00:00,  2.90it/s]\nEpoch 0: |          | 9929/? [57:03<00:00,  2.90it/s]\nEpoch 0: |          | 9930/? [57:03<00:00,  2.90it/s]\nEpoch 0: |          | 9930/? [57:03<00:00,  2.90it/s]\nEpoch 0: |          | 9931/? [57:04<00:00,  2.90it/s]\nEpoch 0: |          | 9931/? [57:04<00:00,  2.90it/s]\nEpoch 0: |          | 9932/? [57:04<00:00,  2.90it/s]\nEpoch 0: |          | 9932/? [57:04<00:00,  2.90it/s]\nEpoch 0: |          | 9933/? [57:04<00:00,  2.90it/s]\nEpoch 0: |          | 9933/? [57:04<00:00,  2.90it/s]\nEpoch 0: |          | 9934/? [57:04<00:00,  2.90it/s]\nEpoch 0: |          | 9934/? [57:04<00:00,  2.90it/s]\nEpoch 0: |          | 9935/? [57:05<00:00,  2.90it/s]\nEpoch 0: |          | 9935/? [57:05<00:00,  2.90it/s]\nEpoch 0: |          | 9936/? [57:05<00:00,  2.90it/s]\nEpoch 0: |          | 9936/? [57:05<00:00,  2.90it/s]\nEpoch 0: |          | 9937/? [57:05<00:00,  2.90it/s]\nEpoch 0: |          | 9937/? [57:05<00:00,  2.90it/s]\nEpoch 0: |          | 9938/? [57:06<00:00,  2.90it/s]\nEpoch 0: |          | 9938/? [57:06<00:00,  2.90it/s]\nEpoch 0: |          | 9939/? [57:06<00:00,  2.90it/s]\nEpoch 0: |          | 9939/? [57:06<00:00,  2.90it/s]\nEpoch 0: |          | 9940/? [57:06<00:00,  2.90it/s]\nEpoch 0: |          | 9940/? [57:06<00:00,  2.90it/s]\nEpoch 0: |          | 9941/? [57:06<00:00,  2.90it/s]\nEpoch 0: |          | 9941/? [57:06<00:00,  2.90it/s]\nEpoch 0: |          | 9942/? [57:07<00:00,  2.90it/s]\nEpoch 0: |          | 9942/? [57:07<00:00,  2.90it/s]\nEpoch 0: |          | 9943/? [57:07<00:00,  2.90it/s]\nEpoch 0: |          | 9943/? [57:07<00:00,  2.90it/s]\nEpoch 0: |          | 9944/? [57:07<00:00,  2.90it/s]\nEpoch 0: |          | 9944/? [57:07<00:00,  2.90it/s]\nEpoch 0: |          | 9945/? [57:08<00:00,  2.90it/s]\nEpoch 0: |          | 9945/? [57:08<00:00,  2.90it/s]\nEpoch 0: |          | 9946/? [57:08<00:00,  2.90it/s]\nEpoch 0: |          | 9946/? [57:08<00:00,  2.90it/s]\nEpoch 0: |          | 9947/? [57:08<00:00,  2.90it/s]\nEpoch 0: |          | 9947/? [57:08<00:00,  2.90it/s]\nEpoch 0: |          | 9948/? [57:08<00:00,  2.90it/s]\nEpoch 0: |          | 9948/? [57:08<00:00,  2.90it/s]\nEpoch 0: |          | 9949/? [57:09<00:00,  2.90it/s]\nEpoch 0: |          | 9949/? [57:09<00:00,  2.90it/s]\nEpoch 0: |          | 9950/? [57:09<00:00,  2.90it/s]\nEpoch 0: |          | 9950/? [57:09<00:00,  2.90it/s]\nEpoch 0: |          | 9951/? [57:09<00:00,  2.90it/s]\nEpoch 0: |          | 9951/? [57:09<00:00,  2.90it/s]\nEpoch 0: |          | 9952/? [57:09<00:00,  2.90it/s]\nEpoch 0: |          | 9952/? [57:09<00:00,  2.90it/s]\nEpoch 0: |          | 9953/? [57:10<00:00,  2.90it/s]\nEpoch 0: |          | 9953/? [57:10<00:00,  2.90it/s]\nEpoch 0: |          | 9954/? [57:10<00:00,  2.90it/s]\nEpoch 0: |          | 9954/? [57:10<00:00,  2.90it/s]\nEpoch 0: |          | 9955/? [57:10<00:00,  2.90it/s]\nEpoch 0: |          | 9955/? [57:10<00:00,  2.90it/s]\nEpoch 0: |          | 9956/? [57:11<00:00,  2.90it/s]\nEpoch 0: |          | 9956/? [57:11<00:00,  2.90it/s]\nEpoch 0: |          | 9957/? [57:11<00:00,  2.90it/s]\nEpoch 0: |          | 9957/? [57:11<00:00,  2.90it/s]\nEpoch 0: |          | 9958/? [57:11<00:00,  2.90it/s]\nEpoch 0: |          | 9958/? [57:11<00:00,  2.90it/s]\nEpoch 0: |          | 9959/? [57:11<00:00,  2.90it/s]\nEpoch 0: |          | 9959/? [57:11<00:00,  2.90it/s]\nEpoch 0: |          | 9960/? [57:12<00:00,  2.90it/s]\nEpoch 0: |          | 9960/? [57:12<00:00,  2.90it/s]\nEpoch 0: |          | 9961/? [57:12<00:00,  2.90it/s]\nEpoch 0: |          | 9961/? [57:12<00:00,  2.90it/s]\nEpoch 0: |          | 9962/? [57:12<00:00,  2.90it/s]\nEpoch 0: |          | 9962/? [57:12<00:00,  2.90it/s]\nEpoch 0: |          | 9963/? [57:12<00:00,  2.90it/s]\nEpoch 0: |          | 9963/? [57:12<00:00,  2.90it/s]\nEpoch 0: |          | 9964/? [57:13<00:00,  2.90it/s]\nEpoch 0: |          | 9964/? [57:13<00:00,  2.90it/s]\nEpoch 0: |          | 9965/? [57:13<00:00,  2.90it/s]\nEpoch 0: |          | 9965/? [57:13<00:00,  2.90it/s]\nEpoch 0: |          | 9966/? [57:13<00:00,  2.90it/s]\nEpoch 0: |          | 9966/? [57:13<00:00,  2.90it/s]\nEpoch 0: |          | 9967/? [57:14<00:00,  2.90it/s]\nEpoch 0: |          | 9967/? [57:14<00:00,  2.90it/s]\nEpoch 0: |          | 9968/? [57:14<00:00,  2.90it/s]\nEpoch 0: |          | 9968/? [57:14<00:00,  2.90it/s]\nEpoch 0: |          | 9969/? [57:14<00:00,  2.90it/s]\nEpoch 0: |          | 9969/? [57:14<00:00,  2.90it/s]\nEpoch 0: |          | 9970/? [57:14<00:00,  2.90it/s]\nEpoch 0: |          | 9970/? [57:14<00:00,  2.90it/s]\nEpoch 0: |          | 9971/? [57:15<00:00,  2.90it/s]\nEpoch 0: |          | 9971/? [57:15<00:00,  2.90it/s]\nEpoch 0: |          | 9972/? [57:15<00:00,  2.90it/s]\nEpoch 0: |          | 9972/? [57:15<00:00,  2.90it/s]\nEpoch 0: |          | 9973/? [57:15<00:00,  2.90it/s]\nEpoch 0: |          | 9973/? [57:15<00:00,  2.90it/s]\nEpoch 0: |          | 9974/? [57:15<00:00,  2.90it/s]\nEpoch 0: |          | 9974/? [57:15<00:00,  2.90it/s]\nEpoch 0: |          | 9975/? [57:16<00:00,  2.90it/s]\nEpoch 0: |          | 9975/? [57:16<00:00,  2.90it/s]\nEpoch 0: |          | 9976/? [57:16<00:00,  2.90it/s]\nEpoch 0: |          | 9976/? [57:16<00:00,  2.90it/s]\nEpoch 0: |          | 9977/? [57:16<00:00,  2.90it/s]\nEpoch 0: |          | 9977/? [57:16<00:00,  2.90it/s]\nEpoch 0: |          | 9978/? [57:17<00:00,  2.90it/s]\nEpoch 0: |          | 9978/? [57:17<00:00,  2.90it/s]\nEpoch 0: |          | 9979/? [57:17<00:00,  2.90it/s]\nEpoch 0: |          | 9979/? [57:17<00:00,  2.90it/s]\nEpoch 0: |          | 9980/? [57:17<00:00,  2.90it/s]\nEpoch 0: |          | 9980/? [57:17<00:00,  2.90it/s]\nEpoch 0: |          | 9981/? [57:17<00:00,  2.90it/s]\nEpoch 0: |          | 9981/? [57:17<00:00,  2.90it/s]\nEpoch 0: |          | 9982/? [57:18<00:00,  2.90it/s]\nEpoch 0: |          | 9982/? [57:18<00:00,  2.90it/s]\nEpoch 0: |          | 9983/? [57:18<00:00,  2.90it/s]\nEpoch 0: |          | 9983/? [57:18<00:00,  2.90it/s]\nEpoch 0: |          | 9984/? [57:18<00:00,  2.90it/s]\nEpoch 0: |          | 9984/? [57:18<00:00,  2.90it/s]\nEpoch 0: |          | 9985/? [57:18<00:00,  2.90it/s]\nEpoch 0: |          | 9985/? [57:18<00:00,  2.90it/s]\nEpoch 0: |          | 9986/? [57:19<00:00,  2.90it/s]\nEpoch 0: |          | 9986/? [57:19<00:00,  2.90it/s]\nEpoch 0: |          | 9987/? [57:19<00:00,  2.90it/s]\nEpoch 0: |          | 9987/? [57:19<00:00,  2.90it/s]\nEpoch 0: |          | 9988/? [57:19<00:00,  2.90it/s]\nEpoch 0: |          | 9988/? [57:19<00:00,  2.90it/s]\nEpoch 0: |          | 9989/? [57:20<00:00,  2.90it/s]\nEpoch 0: |          | 9989/? [57:20<00:00,  2.90it/s]\nEpoch 0: |          | 9990/? [57:20<00:00,  2.90it/s]\nEpoch 0: |          | 9990/? [57:20<00:00,  2.90it/s]\nEpoch 0: |          | 9991/? [57:20<00:00,  2.90it/s]\nEpoch 0: |          | 9991/? [57:20<00:00,  2.90it/s]\nEpoch 0: |          | 9992/? [57:20<00:00,  2.90it/s]\nEpoch 0: |          | 9992/? [57:20<00:00,  2.90it/s]\nEpoch 0: |          | 9993/? [57:21<00:00,  2.90it/s]\nEpoch 0: |          | 9993/? [57:21<00:00,  2.90it/s]\nEpoch 0: |          | 9994/? [57:21<00:00,  2.90it/s]\nEpoch 0: |          | 9994/? [57:21<00:00,  2.90it/s]\nEpoch 0: |          | 9995/? [57:21<00:00,  2.90it/s]\nEpoch 0: |          | 9995/? [57:21<00:00,  2.90it/s]\nEpoch 0: |          | 9996/? [57:21<00:00,  2.90it/s]\nEpoch 0: |          | 9996/? [57:21<00:00,  2.90it/s]\nEpoch 0: |          | 9997/? [57:22<00:00,  2.90it/s]\nEpoch 0: |          | 9997/? [57:22<00:00,  2.90it/s]\nEpoch 0: |          | 9998/? [57:22<00:00,  2.90it/s]\nEpoch 0: |          | 9998/? [57:22<00:00,  2.90it/s]\nEpoch 0: |          | 9999/? [57:22<00:00,  2.90it/s]\nEpoch 0: |          | 9999/? [57:22<00:00,  2.90it/s]\nEpoch 0: |          | 10000/? [57:23<00:00,  2.90it/s]\nEpoch 0: |          | 10000/? [57:23<00:00,  2.90it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.83it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.92it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.63it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.85it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 10000/? [57:23<00:00,  2.90it/s]\nEpoch 0: |          | 10001/? [57:23<00:00,  2.90it/s]\nEpoch 0: |          | 10001/? [57:23<00:00,  2.90it/s]\nEpoch 0: |          | 10002/? [57:23<00:00,  2.90it/s]\nEpoch 0: |          | 10002/? [57:23<00:00,  2.90it/s]\nEpoch 0: |          | 10003/? [57:24<00:00,  2.90it/s]\nEpoch 0: |          | 10003/? [57:24<00:00,  2.90it/s]\nEpoch 0: |          | 10004/? [57:24<00:00,  2.90it/s]\nEpoch 0: |          | 10004/? [57:24<00:00,  2.90it/s]\nEpoch 0: |          | 10005/? [57:24<00:00,  2.90it/s]\nEpoch 0: |          | 10005/? [57:24<00:00,  2.90it/s]\nEpoch 0: |          | 10006/? [57:25<00:00,  2.90it/s]\nEpoch 0: |          | 10006/? [57:25<00:00,  2.90it/s]\nEpoch 0: |          | 10007/? [57:25<00:00,  2.90it/s]\nEpoch 0: |          | 10007/? [57:25<00:00,  2.90it/s]\nEpoch 0: |          | 10008/? [57:25<00:00,  2.90it/s]\nEpoch 0: |          | 10008/? [57:25<00:00,  2.90it/s]\nEpoch 0: |          | 10009/? [57:26<00:00,  2.90it/s]\nEpoch 0: |          | 10009/? [57:26<00:00,  2.90it/s]\nEpoch 0: |          | 10010/? [57:26<00:00,  2.90it/s]\nEpoch 0: |          | 10010/? [57:26<00:00,  2.90it/s]\nEpoch 0: |          | 10011/? [57:26<00:00,  2.90it/s]\nEpoch 0: |          | 10011/? [57:26<00:00,  2.90it/s]\nEpoch 0: |          | 10012/? [57:27<00:00,  2.90it/s]\nEpoch 0: |          | 10012/? [57:27<00:00,  2.90it/s]\nEpoch 0: |          | 10013/? [57:27<00:00,  2.90it/s]\nEpoch 0: |          | 10013/? [57:27<00:00,  2.90it/s]\nEpoch 0: |          | 10014/? [57:27<00:00,  2.90it/s]\nEpoch 0: |          | 10014/? [57:27<00:00,  2.90it/s]\nEpoch 0: |          | 10015/? [57:28<00:00,  2.90it/s]\nEpoch 0: |          | 10015/? [57:28<00:00,  2.90it/s]\nEpoch 0: |          | 10016/? [57:28<00:00,  2.90it/s]\nEpoch 0: |          | 10016/? [57:28<00:00,  2.90it/s]\nEpoch 0: |          | 10017/? [57:28<00:00,  2.90it/s]\nEpoch 0: |          | 10017/? [57:28<00:00,  2.90it/s]\nEpoch 0: |          | 10018/? [57:29<00:00,  2.90it/s]\nEpoch 0: |          | 10018/? [57:29<00:00,  2.90it/s]\nEpoch 0: |          | 10019/? [57:29<00:00,  2.90it/s]\nEpoch 0: |          | 10019/? [57:29<00:00,  2.90it/s]\nEpoch 0: |          | 10020/? [57:29<00:00,  2.90it/s]\nEpoch 0: |          | 10020/? [57:29<00:00,  2.90it/s]\nEpoch 0: |          | 10021/? [57:30<00:00,  2.90it/s]\nEpoch 0: |          | 10021/? [57:30<00:00,  2.90it/s]\nEpoch 0: |          | 10022/? [57:30<00:00,  2.90it/s]\nEpoch 0: |          | 10022/? [57:30<00:00,  2.90it/s]\nEpoch 0: |          | 10023/? [57:30<00:00,  2.90it/s]\nEpoch 0: |          | 10023/? [57:30<00:00,  2.90it/s]\nEpoch 0: |          | 10024/? [57:31<00:00,  2.90it/s]\nEpoch 0: |          | 10024/? [57:31<00:00,  2.90it/s]\nEpoch 0: |          | 10025/? [57:31<00:00,  2.90it/s]\nEpoch 0: |          | 10025/? [57:31<00:00,  2.90it/s]\nEpoch 0: |          | 10026/? [57:31<00:00,  2.90it/s]\nEpoch 0: |          | 10026/? [57:31<00:00,  2.90it/s]\nEpoch 0: |          | 10027/? [57:32<00:00,  2.90it/s]\nEpoch 0: |          | 10027/? [57:32<00:00,  2.90it/s]\nEpoch 0: |          | 10028/? [57:32<00:00,  2.90it/s]\nEpoch 0: |          | 10028/? [57:32<00:00,  2.90it/s]\nEpoch 0: |          | 10029/? [57:32<00:00,  2.90it/s]\nEpoch 0: |          | 10029/? [57:32<00:00,  2.90it/s]\nEpoch 0: |          | 10030/? [57:32<00:00,  2.90it/s]\nEpoch 0: |          | 10030/? [57:32<00:00,  2.90it/s]\nEpoch 0: |          | 10031/? [57:33<00:00,  2.90it/s]\nEpoch 0: |          | 10031/? [57:33<00:00,  2.90it/s]\nEpoch 0: |          | 10032/? [57:33<00:00,  2.90it/s]\nEpoch 0: |          | 10032/? [57:33<00:00,  2.90it/s]\nEpoch 0: |          | 10033/? [57:33<00:00,  2.90it/s]\nEpoch 0: |          | 10033/? [57:33<00:00,  2.90it/s]\nEpoch 0: |          | 10034/? [57:34<00:00,  2.90it/s]\nEpoch 0: |          | 10034/? [57:34<00:00,  2.90it/s]\nEpoch 0: |          | 10035/? [57:34<00:00,  2.90it/s]\nEpoch 0: |          | 10035/? [57:34<00:00,  2.90it/s]\nEpoch 0: |          | 10036/? [57:34<00:00,  2.90it/s]\nEpoch 0: |          | 10036/? [57:34<00:00,  2.90it/s]\nEpoch 0: |          | 10037/? [57:35<00:00,  2.90it/s]\nEpoch 0: |          | 10037/? [57:35<00:00,  2.90it/s]\nEpoch 0: |          | 10038/? [57:35<00:00,  2.90it/s]\nEpoch 0: |          | 10038/? [57:35<00:00,  2.90it/s]\nEpoch 0: |          | 10039/? [57:35<00:00,  2.90it/s]\nEpoch 0: |          | 10039/? [57:35<00:00,  2.90it/s]\nEpoch 0: |          | 10040/? [57:36<00:00,  2.90it/s]\nEpoch 0: |          | 10040/? [57:36<00:00,  2.90it/s]\nEpoch 0: |          | 10041/? [57:36<00:00,  2.90it/s]\nEpoch 0: |          | 10041/? [57:36<00:00,  2.90it/s]\nEpoch 0: |          | 10042/? [57:36<00:00,  2.91it/s]\nEpoch 0: |          | 10042/? [57:36<00:00,  2.91it/s]\nEpoch 0: |          | 10043/? [57:37<00:00,  2.91it/s]\nEpoch 0: |          | 10043/? [57:37<00:00,  2.91it/s]\nEpoch 0: |          | 10044/? [57:37<00:00,  2.91it/s]\nEpoch 0: |          | 10044/? [57:37<00:00,  2.91it/s]\nEpoch 0: |          | 10045/? [57:37<00:00,  2.91it/s]\nEpoch 0: |          | 10045/? [57:37<00:00,  2.91it/s]\nEpoch 0: |          | 10046/? [57:38<00:00,  2.91it/s]\nEpoch 0: |          | 10046/? [57:38<00:00,  2.91it/s]\nEpoch 0: |          | 10047/? [57:38<00:00,  2.91it/s]\nEpoch 0: |          | 10047/? [57:38<00:00,  2.91it/s]\nEpoch 0: |          | 10048/? [57:38<00:00,  2.91it/s]\nEpoch 0: |          | 10048/? [57:38<00:00,  2.91it/s]\nEpoch 0: |          | 10049/? [57:39<00:00,  2.91it/s]\nEpoch 0: |          | 10049/? [57:39<00:00,  2.91it/s]\nEpoch 0: |          | 10050/? [57:39<00:00,  2.91it/s]\nEpoch 0: |          | 10050/? [57:39<00:00,  2.91it/s]\nEpoch 0: |          | 10051/? [57:39<00:00,  2.91it/s]\nEpoch 0: |          | 10051/? [57:39<00:00,  2.91it/s]\nEpoch 0: |          | 10052/? [57:40<00:00,  2.91it/s]\nEpoch 0: |          | 10052/? [57:40<00:00,  2.91it/s]\nEpoch 0: |          | 10053/? [57:40<00:00,  2.91it/s]\nEpoch 0: |          | 10053/? [57:40<00:00,  2.91it/s]\nEpoch 0: |          | 10054/? [57:40<00:00,  2.91it/s]\nEpoch 0: |          | 10054/? [57:40<00:00,  2.91it/s]\nEpoch 0: |          | 10055/? [57:41<00:00,  2.91it/s]\nEpoch 0: |          | 10055/? [57:41<00:00,  2.91it/s]\nEpoch 0: |          | 10056/? [57:41<00:00,  2.91it/s]\nEpoch 0: |          | 10056/? [57:41<00:00,  2.91it/s]\nEpoch 0: |          | 10057/? [57:41<00:00,  2.91it/s]\nEpoch 0: |          | 10057/? [57:41<00:00,  2.91it/s]\nEpoch 0: |          | 10058/? [57:41<00:00,  2.91it/s]\nEpoch 0: |          | 10058/? [57:41<00:00,  2.91it/s]\nEpoch 0: |          | 10059/? [57:42<00:00,  2.91it/s]\nEpoch 0: |          | 10059/? [57:42<00:00,  2.91it/s]\nEpoch 0: |          | 10060/? [57:42<00:00,  2.91it/s]\nEpoch 0: |          | 10060/? [57:42<00:00,  2.91it/s]\nEpoch 0: |          | 10061/? [57:42<00:00,  2.91it/s]\nEpoch 0: |          | 10061/? [57:42<00:00,  2.91it/s]\nEpoch 0: |          | 10062/? [57:43<00:00,  2.91it/s]\nEpoch 0: |          | 10062/? [57:43<00:00,  2.91it/s]\nEpoch 0: |          | 10063/? [57:43<00:00,  2.91it/s]\nEpoch 0: |          | 10063/? [57:43<00:00,  2.91it/s]\nEpoch 0: |          | 10064/? [57:43<00:00,  2.91it/s]\nEpoch 0: |          | 10064/? [57:43<00:00,  2.91it/s]\nEpoch 0: |          | 10065/? [57:44<00:00,  2.91it/s]\nEpoch 0: |          | 10065/? [57:44<00:00,  2.91it/s]\nEpoch 0: |          | 10066/? [57:44<00:00,  2.91it/s]\nEpoch 0: |          | 10066/? [57:44<00:00,  2.91it/s]\nEpoch 0: |          | 10067/? [57:44<00:00,  2.91it/s]\nEpoch 0: |          | 10067/? [57:44<00:00,  2.91it/s]\nEpoch 0: |          | 10068/? [57:45<00:00,  2.91it/s]\nEpoch 0: |          | 10068/? [57:45<00:00,  2.91it/s]\nEpoch 0: |          | 10069/? [57:45<00:00,  2.91it/s]\nEpoch 0: |          | 10069/? [57:45<00:00,  2.91it/s]\nEpoch 0: |          | 10070/? [57:45<00:00,  2.91it/s]\nEpoch 0: |          | 10070/? [57:45<00:00,  2.91it/s]\nEpoch 0: |          | 10071/? [57:46<00:00,  2.91it/s]\nEpoch 0: |          | 10071/? [57:46<00:00,  2.91it/s]\nEpoch 0: |          | 10072/? [57:46<00:00,  2.91it/s]\nEpoch 0: |          | 10072/? [57:46<00:00,  2.91it/s]\nEpoch 0: |          | 10073/? [57:46<00:00,  2.91it/s]\nEpoch 0: |          | 10073/? [57:46<00:00,  2.91it/s]\nEpoch 0: |          | 10074/? [57:47<00:00,  2.91it/s]\nEpoch 0: |          | 10074/? [57:47<00:00,  2.91it/s]\nEpoch 0: |          | 10075/? [57:47<00:00,  2.91it/s]\nEpoch 0: |          | 10075/? [57:47<00:00,  2.91it/s]\nEpoch 0: |          | 10076/? [57:47<00:00,  2.91it/s]\nEpoch 0: |          | 10076/? [57:47<00:00,  2.91it/s]\nEpoch 0: |          | 10077/? [57:48<00:00,  2.91it/s]\nEpoch 0: |          | 10077/? [57:48<00:00,  2.91it/s]\nEpoch 0: |          | 10078/? [57:48<00:00,  2.91it/s]\nEpoch 0: |          | 10078/? [57:48<00:00,  2.91it/s]\nEpoch 0: |          | 10079/? [57:48<00:00,  2.91it/s]\nEpoch 0: |          | 10079/? [57:48<00:00,  2.91it/s]\nEpoch 0: |          | 10080/? [57:49<00:00,  2.91it/s]\nEpoch 0: |          | 10080/? [57:49<00:00,  2.91it/s]\nEpoch 0: |          | 10081/? [57:49<00:00,  2.91it/s]\nEpoch 0: |          | 10081/? [57:49<00:00,  2.91it/s]\nEpoch 0: |          | 10082/? [57:49<00:00,  2.91it/s]\nEpoch 0: |          | 10082/? [57:49<00:00,  2.91it/s]\nEpoch 0: |          | 10083/? [57:50<00:00,  2.91it/s]\nEpoch 0: |          | 10083/? [57:50<00:00,  2.91it/s]\nEpoch 0: |          | 10084/? [57:50<00:00,  2.91it/s]\nEpoch 0: |          | 10084/? [57:50<00:00,  2.91it/s]\nEpoch 0: |          | 10085/? [57:50<00:00,  2.91it/s]\nEpoch 0: |          | 10085/? [57:50<00:00,  2.91it/s]\nEpoch 0: |          | 10086/? [57:51<00:00,  2.91it/s]\nEpoch 0: |          | 10086/? [57:51<00:00,  2.91it/s]\nEpoch 0: |          | 10087/? [57:51<00:00,  2.91it/s]\nEpoch 0: |          | 10087/? [57:51<00:00,  2.91it/s]\nEpoch 0: |          | 10088/? [57:51<00:00,  2.91it/s]\nEpoch 0: |          | 10088/? [57:51<00:00,  2.91it/s]\nEpoch 0: |          | 10089/? [57:52<00:00,  2.91it/s]\nEpoch 0: |          | 10089/? [57:52<00:00,  2.91it/s]\nEpoch 0: |          | 10090/? [57:52<00:00,  2.91it/s]\nEpoch 0: |          | 10090/? [57:52<00:00,  2.91it/s]\nEpoch 0: |          | 10091/? [57:52<00:00,  2.91it/s]\nEpoch 0: |          | 10091/? [57:52<00:00,  2.91it/s]\nEpoch 0: |          | 10092/? [57:53<00:00,  2.91it/s]\nEpoch 0: |          | 10092/? [57:53<00:00,  2.91it/s]\nEpoch 0: |          | 10093/? [57:53<00:00,  2.91it/s]\nEpoch 0: |          | 10093/? [57:53<00:00,  2.91it/s]\nEpoch 0: |          | 10094/? [57:53<00:00,  2.91it/s]\nEpoch 0: |          | 10094/? [57:53<00:00,  2.91it/s]\nEpoch 0: |          | 10095/? [57:54<00:00,  2.91it/s]\nEpoch 0: |          | 10095/? [57:54<00:00,  2.91it/s]\nEpoch 0: |          | 10096/? [57:54<00:00,  2.91it/s]\nEpoch 0: |          | 10096/? [57:54<00:00,  2.91it/s]\nEpoch 0: |          | 10097/? [57:54<00:00,  2.91it/s]\nEpoch 0: |          | 10097/? [57:54<00:00,  2.91it/s]\nEpoch 0: |          | 10098/? [57:54<00:00,  2.91it/s]\nEpoch 0: |          | 10098/? [57:54<00:00,  2.91it/s]\nEpoch 0: |          | 10099/? [57:55<00:00,  2.91it/s]\nEpoch 0: |          | 10099/? [57:55<00:00,  2.91it/s]\nEpoch 0: |          | 10100/? [57:55<00:00,  2.91it/s]\nEpoch 0: |          | 10100/? [57:55<00:00,  2.91it/s]\nEpoch 0: |          | 10101/? [57:55<00:00,  2.91it/s]\nEpoch 0: |          | 10101/? [57:55<00:00,  2.91it/s]\nEpoch 0: |          | 10102/? [57:56<00:00,  2.91it/s]\nEpoch 0: |          | 10102/? [57:56<00:00,  2.91it/s]\nEpoch 0: |          | 10103/? [57:56<00:00,  2.91it/s]\nEpoch 0: |          | 10103/? [57:56<00:00,  2.91it/s]\nEpoch 0: |          | 10104/? [57:56<00:00,  2.91it/s]\nEpoch 0: |          | 10104/? [57:56<00:00,  2.91it/s]\nEpoch 0: |          | 10105/? [57:57<00:00,  2.91it/s]\nEpoch 0: |          | 10105/? [57:57<00:00,  2.91it/s]\nEpoch 0: |          | 10106/? [57:57<00:00,  2.91it/s]\nEpoch 0: |          | 10106/? [57:57<00:00,  2.91it/s]\nEpoch 0: |          | 10107/? [57:57<00:00,  2.91it/s]\nEpoch 0: |          | 10107/? [57:57<00:00,  2.91it/s]\nEpoch 0: |          | 10108/? [57:58<00:00,  2.91it/s]\nEpoch 0: |          | 10108/? [57:58<00:00,  2.91it/s]\nEpoch 0: |          | 10109/? [57:58<00:00,  2.91it/s]\nEpoch 0: |          | 10109/? [57:58<00:00,  2.91it/s]\nEpoch 0: |          | 10110/? [57:58<00:00,  2.91it/s]\nEpoch 0: |          | 10110/? [57:58<00:00,  2.91it/s]\nEpoch 0: |          | 10111/? [57:59<00:00,  2.91it/s]\nEpoch 0: |          | 10111/? [57:59<00:00,  2.91it/s]\nEpoch 0: |          | 10112/? [57:59<00:00,  2.91it/s]\nEpoch 0: |          | 10112/? [57:59<00:00,  2.91it/s]\nEpoch 0: |          | 10113/? [57:59<00:00,  2.91it/s]\nEpoch 0: |          | 10113/? [57:59<00:00,  2.91it/s]\nEpoch 0: |          | 10114/? [58:00<00:00,  2.91it/s]\nEpoch 0: |          | 10114/? [58:00<00:00,  2.91it/s]\nEpoch 0: |          | 10115/? [58:00<00:00,  2.91it/s]\nEpoch 0: |          | 10115/? [58:00<00:00,  2.91it/s]\nEpoch 0: |          | 10116/? [58:00<00:00,  2.91it/s]\nEpoch 0: |          | 10116/? [58:00<00:00,  2.91it/s]\nEpoch 0: |          | 10117/? [58:01<00:00,  2.91it/s]\nEpoch 0: |          | 10117/? [58:01<00:00,  2.91it/s]\nEpoch 0: |          | 10118/? [58:01<00:00,  2.91it/s]\nEpoch 0: |          | 10118/? [58:01<00:00,  2.91it/s]\nEpoch 0: |          | 10119/? [58:01<00:00,  2.91it/s]\nEpoch 0: |          | 10119/? [58:01<00:00,  2.91it/s]\nEpoch 0: |          | 10120/? [58:02<00:00,  2.91it/s]\nEpoch 0: |          | 10120/? [58:02<00:00,  2.91it/s]\nEpoch 0: |          | 10121/? [58:02<00:00,  2.91it/s]\nEpoch 0: |          | 10121/? [58:02<00:00,  2.91it/s]\nEpoch 0: |          | 10122/? [58:02<00:00,  2.91it/s]\nEpoch 0: |          | 10122/? [58:02<00:00,  2.91it/s]\nEpoch 0: |          | 10123/? [58:03<00:00,  2.91it/s]\nEpoch 0: |          | 10123/? [58:03<00:00,  2.91it/s]\nEpoch 0: |          | 10124/? [58:03<00:00,  2.91it/s]\nEpoch 0: |          | 10124/? [58:03<00:00,  2.91it/s]\nEpoch 0: |          | 10125/? [58:03<00:00,  2.91it/s]\nEpoch 0: |          | 10125/? [58:03<00:00,  2.91it/s]\nEpoch 0: |          | 10126/? [58:04<00:00,  2.91it/s]\nEpoch 0: |          | 10126/? [58:04<00:00,  2.91it/s]\nEpoch 0: |          | 10127/? [58:04<00:00,  2.91it/s]\nEpoch 0: |          | 10127/? [58:04<00:00,  2.91it/s]\nEpoch 0: |          | 10128/? [58:04<00:00,  2.91it/s]\nEpoch 0: |          | 10128/? [58:04<00:00,  2.91it/s]\nEpoch 0: |          | 10129/? [58:04<00:00,  2.91it/s]\nEpoch 0: |          | 10129/? [58:04<00:00,  2.91it/s]\nEpoch 0: |          | 10130/? [58:05<00:00,  2.91it/s]\nEpoch 0: |          | 10130/? [58:05<00:00,  2.91it/s]\nEpoch 0: |          | 10131/? [58:05<00:00,  2.91it/s]\nEpoch 0: |          | 10131/? [58:05<00:00,  2.91it/s]\nEpoch 0: |          | 10132/? [58:05<00:00,  2.91it/s]\nEpoch 0: |          | 10132/? [58:05<00:00,  2.91it/s]\nEpoch 0: |          | 10133/? [58:06<00:00,  2.91it/s]\nEpoch 0: |          | 10133/? [58:06<00:00,  2.91it/s]\nEpoch 0: |          | 10134/? [58:06<00:00,  2.91it/s]\nEpoch 0: |          | 10134/? [58:06<00:00,  2.91it/s]\nEpoch 0: |          | 10135/? [58:06<00:00,  2.91it/s]\nEpoch 0: |          | 10135/? [58:06<00:00,  2.91it/s]\nEpoch 0: |          | 10136/? [58:07<00:00,  2.91it/s]\nEpoch 0: |          | 10136/? [58:07<00:00,  2.91it/s]\nEpoch 0: |          | 10137/? [58:07<00:00,  2.91it/s]\nEpoch 0: |          | 10137/? [58:07<00:00,  2.91it/s]\nEpoch 0: |          | 10138/? [58:07<00:00,  2.91it/s]\nEpoch 0: |          | 10138/? [58:07<00:00,  2.91it/s]\nEpoch 0: |          | 10139/? [58:08<00:00,  2.91it/s]\nEpoch 0: |          | 10139/? [58:08<00:00,  2.91it/s]\nEpoch 0: |          | 10140/? [58:08<00:00,  2.91it/s]\nEpoch 0: |          | 10140/? [58:08<00:00,  2.91it/s]\nEpoch 0: |          | 10141/? [58:08<00:00,  2.91it/s]\nEpoch 0: |          | 10141/? [58:08<00:00,  2.91it/s]\nEpoch 0: |          | 10142/? [58:09<00:00,  2.91it/s]\nEpoch 0: |          | 10142/? [58:09<00:00,  2.91it/s]\nEpoch 0: |          | 10143/? [58:09<00:00,  2.91it/s]\nEpoch 0: |          | 10143/? [58:09<00:00,  2.91it/s]\nEpoch 0: |          | 10144/? [58:09<00:00,  2.91it/s]\nEpoch 0: |          | 10144/? [58:09<00:00,  2.91it/s]\nEpoch 0: |          | 10145/? [58:10<00:00,  2.91it/s]\nEpoch 0: |          | 10145/? [58:10<00:00,  2.91it/s]\nEpoch 0: |          | 10146/? [58:10<00:00,  2.91it/s]\nEpoch 0: |          | 10146/? [58:10<00:00,  2.91it/s]\nEpoch 0: |          | 10147/? [58:10<00:00,  2.91it/s]\nEpoch 0: |          | 10147/? [58:10<00:00,  2.91it/s]\nEpoch 0: |          | 10148/? [58:11<00:00,  2.91it/s]\nEpoch 0: |          | 10148/? [58:11<00:00,  2.91it/s]\nEpoch 0: |          | 10149/? [58:11<00:00,  2.91it/s]\nEpoch 0: |          | 10149/? [58:11<00:00,  2.91it/s]\nEpoch 0: |          | 10150/? [58:11<00:00,  2.91it/s]\nEpoch 0: |          | 10150/? [58:11<00:00,  2.91it/s]\nEpoch 0: |          | 10151/? [58:12<00:00,  2.91it/s]\nEpoch 0: |          | 10151/? [58:12<00:00,  2.91it/s]\nEpoch 0: |          | 10152/? [58:12<00:00,  2.91it/s]\nEpoch 0: |          | 10152/? [58:12<00:00,  2.91it/s]\nEpoch 0: |          | 10153/? [58:12<00:00,  2.91it/s]\nEpoch 0: |          | 10153/? [58:12<00:00,  2.91it/s]\nEpoch 0: |          | 10154/? [58:13<00:00,  2.91it/s]\nEpoch 0: |          | 10154/? [58:13<00:00,  2.91it/s]\nEpoch 0: |          | 10155/? [58:13<00:00,  2.91it/s]\nEpoch 0: |          | 10155/? [58:13<00:00,  2.91it/s]\nEpoch 0: |          | 10156/? [58:13<00:00,  2.91it/s]\nEpoch 0: |          | 10156/? [58:13<00:00,  2.91it/s]\nEpoch 0: |          | 10157/? [58:14<00:00,  2.91it/s]\nEpoch 0: |          | 10157/? [58:14<00:00,  2.91it/s]\nEpoch 0: |          | 10158/? [58:14<00:00,  2.91it/s]\nEpoch 0: |          | 10158/? [58:14<00:00,  2.91it/s]\nEpoch 0: |          | 10159/? [58:14<00:00,  2.91it/s]\nEpoch 0: |          | 10159/? [58:14<00:00,  2.91it/s]\nEpoch 0: |          | 10160/? [58:15<00:00,  2.91it/s]\nEpoch 0: |          | 10160/? [58:15<00:00,  2.91it/s]\nEpoch 0: |          | 10161/? [58:15<00:00,  2.91it/s]\nEpoch 0: |          | 10161/? [58:15<00:00,  2.91it/s]\nEpoch 0: |          | 10162/? [58:15<00:00,  2.91it/s]\nEpoch 0: |          | 10162/? [58:15<00:00,  2.91it/s]\nEpoch 0: |          | 10163/? [58:16<00:00,  2.91it/s]\nEpoch 0: |          | 10163/? [58:16<00:00,  2.91it/s]\nEpoch 0: |          | 10164/? [58:16<00:00,  2.91it/s]\nEpoch 0: |          | 10164/? [58:16<00:00,  2.91it/s]\nEpoch 0: |          | 10165/? [58:16<00:00,  2.91it/s]\nEpoch 0: |          | 10165/? [58:16<00:00,  2.91it/s]\nEpoch 0: |          | 10166/? [58:17<00:00,  2.91it/s]\nEpoch 0: |          | 10166/? [58:17<00:00,  2.91it/s]\nEpoch 0: |          | 10167/? [58:17<00:00,  2.91it/s]\nEpoch 0: |          | 10167/? [58:17<00:00,  2.91it/s]\nEpoch 0: |          | 10168/? [58:17<00:00,  2.91it/s]\nEpoch 0: |          | 10168/? [58:17<00:00,  2.91it/s]\nEpoch 0: |          | 10169/? [58:17<00:00,  2.91it/s]\nEpoch 0: |          | 10169/? [58:17<00:00,  2.91it/s]\nEpoch 0: |          | 10170/? [58:18<00:00,  2.91it/s]\nEpoch 0: |          | 10170/? [58:18<00:00,  2.91it/s]\nEpoch 0: |          | 10171/? [58:18<00:00,  2.91it/s]\nEpoch 0: |          | 10171/? [58:18<00:00,  2.91it/s]\nEpoch 0: |          | 10172/? [58:18<00:00,  2.91it/s]\nEpoch 0: |          | 10172/? [58:18<00:00,  2.91it/s]\nEpoch 0: |          | 10173/? [58:19<00:00,  2.91it/s]\nEpoch 0: |          | 10173/? [58:19<00:00,  2.91it/s]\nEpoch 0: |          | 10174/? [58:19<00:00,  2.91it/s]\nEpoch 0: |          | 10174/? [58:19<00:00,  2.91it/s]\nEpoch 0: |          | 10175/? [58:19<00:00,  2.91it/s]\nEpoch 0: |          | 10175/? [58:19<00:00,  2.91it/s]\nEpoch 0: |          | 10176/? [58:20<00:00,  2.91it/s]\nEpoch 0: |          | 10176/? [58:20<00:00,  2.91it/s]\nEpoch 0: |          | 10177/? [58:20<00:00,  2.91it/s]\nEpoch 0: |          | 10177/? [58:20<00:00,  2.91it/s]\nEpoch 0: |          | 10178/? [58:20<00:00,  2.91it/s]\nEpoch 0: |          | 10178/? [58:20<00:00,  2.91it/s]\nEpoch 0: |          | 10179/? [58:21<00:00,  2.91it/s]\nEpoch 0: |          | 10179/? [58:21<00:00,  2.91it/s]\nEpoch 0: |          | 10180/? [58:21<00:00,  2.91it/s]\nEpoch 0: |          | 10180/? [58:21<00:00,  2.91it/s]\nEpoch 0: |          | 10181/? [58:21<00:00,  2.91it/s]\nEpoch 0: |          | 10181/? [58:21<00:00,  2.91it/s]\nEpoch 0: |          | 10182/? [58:22<00:00,  2.91it/s]\nEpoch 0: |          | 10182/? [58:22<00:00,  2.91it/s]\nEpoch 0: |          | 10183/? [58:22<00:00,  2.91it/s]\nEpoch 0: |          | 10183/? [58:22<00:00,  2.91it/s]\nEpoch 0: |          | 10184/? [58:22<00:00,  2.91it/s]\nEpoch 0: |          | 10184/? [58:22<00:00,  2.91it/s]\nEpoch 0: |          | 10185/? [58:23<00:00,  2.91it/s]\nEpoch 0: |          | 10185/? [58:23<00:00,  2.91it/s]\nEpoch 0: |          | 10186/? [58:23<00:00,  2.91it/s]\nEpoch 0: |          | 10186/? [58:23<00:00,  2.91it/s]\nEpoch 0: |          | 10187/? [58:23<00:00,  2.91it/s]\nEpoch 0: |          | 10187/? [58:23<00:00,  2.91it/s]\nEpoch 0: |          | 10188/? [58:24<00:00,  2.91it/s]\nEpoch 0: |          | 10188/? [58:24<00:00,  2.91it/s]\nEpoch 0: |          | 10189/? [58:24<00:00,  2.91it/s]\nEpoch 0: |          | 10189/? [58:24<00:00,  2.91it/s]\nEpoch 0: |          | 10190/? [58:24<00:00,  2.91it/s]\nEpoch 0: |          | 10190/? [58:24<00:00,  2.91it/s]\nEpoch 0: |          | 10191/? [58:24<00:00,  2.91it/s]\nEpoch 0: |          | 10191/? [58:24<00:00,  2.91it/s]\nEpoch 0: |          | 10192/? [58:25<00:00,  2.91it/s]\nEpoch 0: |          | 10192/? [58:25<00:00,  2.91it/s]\nEpoch 0: |          | 10193/? [58:25<00:00,  2.91it/s]\nEpoch 0: |          | 10193/? [58:25<00:00,  2.91it/s]\nEpoch 0: |          | 10194/? [58:25<00:00,  2.91it/s]\nEpoch 0: |          | 10194/? [58:25<00:00,  2.91it/s]\nEpoch 0: |          | 10195/? [58:26<00:00,  2.91it/s]\nEpoch 0: |          | 10195/? [58:26<00:00,  2.91it/s]\nEpoch 0: |          | 10196/? [58:26<00:00,  2.91it/s]\nEpoch 0: |          | 10196/? [58:26<00:00,  2.91it/s]\nEpoch 0: |          | 10197/? [58:26<00:00,  2.91it/s]\nEpoch 0: |          | 10197/? [58:26<00:00,  2.91it/s]\nEpoch 0: |          | 10198/? [58:27<00:00,  2.91it/s]\nEpoch 0: |          | 10198/? [58:27<00:00,  2.91it/s]\nEpoch 0: |          | 10199/? [58:27<00:00,  2.91it/s]\nEpoch 0: |          | 10199/? [58:27<00:00,  2.91it/s]\nEpoch 0: |          | 10200/? [58:27<00:00,  2.91it/s]\nEpoch 0: |          | 10200/? [58:27<00:00,  2.91it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.74it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.89it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.63it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.55it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 10200/? [58:28<00:00,  2.91it/s]\nEpoch 0: |          | 10201/? [58:28<00:00,  2.91it/s]\nEpoch 0: |          | 10201/? [58:28<00:00,  2.91it/s]\nEpoch 0: |          | 10202/? [58:28<00:00,  2.91it/s]\nEpoch 0: |          | 10202/? [58:28<00:00,  2.91it/s]\nEpoch 0: |          | 10203/? [58:29<00:00,  2.91it/s]\nEpoch 0: |          | 10203/? [58:29<00:00,  2.91it/s]\nEpoch 0: |          | 10204/? [58:29<00:00,  2.91it/s]\nEpoch 0: |          | 10204/? [58:29<00:00,  2.91it/s]\nEpoch 0: |          | 10205/? [58:29<00:00,  2.91it/s]\nEpoch 0: |          | 10205/? [58:29<00:00,  2.91it/s]\nEpoch 0: |          | 10206/? [58:30<00:00,  2.91it/s]\nEpoch 0: |          | 10206/? [58:30<00:00,  2.91it/s]\nEpoch 0: |          | 10207/? [58:30<00:00,  2.91it/s]\nEpoch 0: |          | 10207/? [58:30<00:00,  2.91it/s]\nEpoch 0: |          | 10208/? [58:30<00:00,  2.91it/s]\nEpoch 0: |          | 10208/? [58:30<00:00,  2.91it/s]\nEpoch 0: |          | 10209/? [58:31<00:00,  2.91it/s]\nEpoch 0: |          | 10209/? [58:31<00:00,  2.91it/s]\nEpoch 0: |          | 10210/? [58:31<00:00,  2.91it/s]\nEpoch 0: |          | 10210/? [58:31<00:00,  2.91it/s]\nEpoch 0: |          | 10211/? [58:31<00:00,  2.91it/s]\nEpoch 0: |          | 10211/? [58:31<00:00,  2.91it/s]\nEpoch 0: |          | 10212/? [58:32<00:00,  2.91it/s]\nEpoch 0: |          | 10212/? [58:32<00:00,  2.91it/s]\nEpoch 0: |          | 10213/? [58:32<00:00,  2.91it/s]\nEpoch 0: |          | 10213/? [58:32<00:00,  2.91it/s]\nEpoch 0: |          | 10214/? [58:32<00:00,  2.91it/s]\nEpoch 0: |          | 10214/? [58:32<00:00,  2.91it/s]\nEpoch 0: |          | 10215/? [58:33<00:00,  2.91it/s]\nEpoch 0: |          | 10215/? [58:33<00:00,  2.91it/s]\nEpoch 0: |          | 10216/? [58:33<00:00,  2.91it/s]\nEpoch 0: |          | 10216/? [58:33<00:00,  2.91it/s]\nEpoch 0: |          | 10217/? [58:33<00:00,  2.91it/s]\nEpoch 0: |          | 10217/? [58:33<00:00,  2.91it/s]\nEpoch 0: |          | 10218/? [58:34<00:00,  2.91it/s]\nEpoch 0: |          | 10218/? [58:34<00:00,  2.91it/s]\nEpoch 0: |          | 10219/? [58:34<00:00,  2.91it/s]\nEpoch 0: |          | 10219/? [58:34<00:00,  2.91it/s]\nEpoch 0: |          | 10220/? [58:34<00:00,  2.91it/s]\nEpoch 0: |          | 10220/? [58:34<00:00,  2.91it/s]\nEpoch 0: |          | 10221/? [58:35<00:00,  2.91it/s]\nEpoch 0: |          | 10221/? [58:35<00:00,  2.91it/s]\nEpoch 0: |          | 10222/? [58:35<00:00,  2.91it/s]\nEpoch 0: |          | 10222/? [58:35<00:00,  2.91it/s]\nEpoch 0: |          | 10223/? [58:35<00:00,  2.91it/s]\nEpoch 0: |          | 10223/? [58:35<00:00,  2.91it/s]\nEpoch 0: |          | 10224/? [58:36<00:00,  2.91it/s]\nEpoch 0: |          | 10224/? [58:36<00:00,  2.91it/s]\nEpoch 0: |          | 10225/? [58:36<00:00,  2.91it/s]\nEpoch 0: |          | 10225/? [58:36<00:00,  2.91it/s]\nEpoch 0: |          | 10226/? [58:36<00:00,  2.91it/s]\nEpoch 0: |          | 10226/? [58:36<00:00,  2.91it/s]\nEpoch 0: |          | 10227/? [58:37<00:00,  2.91it/s]\nEpoch 0: |          | 10227/? [58:37<00:00,  2.91it/s]\nEpoch 0: |          | 10228/? [58:37<00:00,  2.91it/s]\nEpoch 0: |          | 10228/? [58:37<00:00,  2.91it/s]\nEpoch 0: |          | 10229/? [58:37<00:00,  2.91it/s]\nEpoch 0: |          | 10229/? [58:37<00:00,  2.91it/s]\nEpoch 0: |          | 10230/? [58:38<00:00,  2.91it/s]\nEpoch 0: |          | 10230/? [58:38<00:00,  2.91it/s]\nEpoch 0: |          | 10231/? [58:38<00:00,  2.91it/s]\nEpoch 0: |          | 10231/? [58:38<00:00,  2.91it/s]\nEpoch 0: |          | 10232/? [58:38<00:00,  2.91it/s]\nEpoch 0: |          | 10232/? [58:38<00:00,  2.91it/s]\nEpoch 0: |          | 10233/? [58:38<00:00,  2.91it/s]\nEpoch 0: |          | 10233/? [58:38<00:00,  2.91it/s]\nEpoch 0: |          | 10234/? [58:39<00:00,  2.91it/s]\nEpoch 0: |          | 10234/? [58:39<00:00,  2.91it/s]\nEpoch 0: |          | 10235/? [58:39<00:00,  2.91it/s]\nEpoch 0: |          | 10235/? [58:39<00:00,  2.91it/s]\nEpoch 0: |          | 10236/? [58:39<00:00,  2.91it/s]\nEpoch 0: |          | 10236/? [58:39<00:00,  2.91it/s]\nEpoch 0: |          | 10237/? [58:40<00:00,  2.91it/s]\nEpoch 0: |          | 10237/? [58:40<00:00,  2.91it/s]\nEpoch 0: |          | 10238/? [58:40<00:00,  2.91it/s]\nEpoch 0: |          | 10238/? [58:40<00:00,  2.91it/s]\nEpoch 0: |          | 10239/? [58:40<00:00,  2.91it/s]\nEpoch 0: |          | 10239/? [58:40<00:00,  2.91it/s]\nEpoch 0: |          | 10240/? [58:41<00:00,  2.91it/s]\nEpoch 0: |          | 10240/? [58:41<00:00,  2.91it/s]\nEpoch 0: |          | 10241/? [58:41<00:00,  2.91it/s]\nEpoch 0: |          | 10241/? [58:41<00:00,  2.91it/s]\nEpoch 0: |          | 10242/? [58:41<00:00,  2.91it/s]\nEpoch 0: |          | 10242/? [58:41<00:00,  2.91it/s]\nEpoch 0: |          | 10243/? [58:42<00:00,  2.91it/s]\nEpoch 0: |          | 10243/? [58:42<00:00,  2.91it/s]\nEpoch 0: |          | 10244/? [58:42<00:00,  2.91it/s]\nEpoch 0: |          | 10244/? [58:42<00:00,  2.91it/s]\nEpoch 0: |          | 10245/? [58:42<00:00,  2.91it/s]\nEpoch 0: |          | 10245/? [58:42<00:00,  2.91it/s]\nEpoch 0: |          | 10246/? [58:43<00:00,  2.91it/s]\nEpoch 0: |          | 10246/? [58:43<00:00,  2.91it/s]\nEpoch 0: |          | 10247/? [58:43<00:00,  2.91it/s]\nEpoch 0: |          | 10247/? [58:43<00:00,  2.91it/s]\nEpoch 0: |          | 10248/? [58:43<00:00,  2.91it/s]\nEpoch 0: |          | 10248/? [58:43<00:00,  2.91it/s]\nEpoch 0: |          | 10249/? [58:44<00:00,  2.91it/s]\nEpoch 0: |          | 10249/? [58:44<00:00,  2.91it/s]\nEpoch 0: |          | 10250/? [58:44<00:00,  2.91it/s]\nEpoch 0: |          | 10250/? [58:44<00:00,  2.91it/s]\nEpoch 0: |          | 10251/? [58:44<00:00,  2.91it/s]\nEpoch 0: |          | 10251/? [58:44<00:00,  2.91it/s]\nEpoch 0: |          | 10252/? [58:45<00:00,  2.91it/s]\nEpoch 0: |          | 10252/? [58:45<00:00,  2.91it/s]\nEpoch 0: |          | 10253/? [58:45<00:00,  2.91it/s]\nEpoch 0: |          | 10253/? [58:45<00:00,  2.91it/s]\nEpoch 0: |          | 10254/? [58:45<00:00,  2.91it/s]\nEpoch 0: |          | 10254/? [58:45<00:00,  2.91it/s]\nEpoch 0: |          | 10255/? [58:46<00:00,  2.91it/s]\nEpoch 0: |          | 10255/? [58:46<00:00,  2.91it/s]\nEpoch 0: |          | 10256/? [58:46<00:00,  2.91it/s]\nEpoch 0: |          | 10256/? [58:46<00:00,  2.91it/s]\nEpoch 0: |          | 10257/? [58:46<00:00,  2.91it/s]\nEpoch 0: |          | 10257/? [58:46<00:00,  2.91it/s]\nEpoch 0: |          | 10258/? [58:47<00:00,  2.91it/s]\nEpoch 0: |          | 10258/? [58:47<00:00,  2.91it/s]\nEpoch 0: |          | 10259/? [58:47<00:00,  2.91it/s]\nEpoch 0: |          | 10259/? [58:47<00:00,  2.91it/s]\nEpoch 0: |          | 10260/? [58:47<00:00,  2.91it/s]\nEpoch 0: |          | 10260/? [58:47<00:00,  2.91it/s]\nEpoch 0: |          | 10261/? [58:48<00:00,  2.91it/s]\nEpoch 0: |          | 10261/? [58:48<00:00,  2.91it/s]\nEpoch 0: |          | 10262/? [58:48<00:00,  2.91it/s]\nEpoch 0: |          | 10262/? [58:48<00:00,  2.91it/s]\nEpoch 0: |          | 10263/? [58:48<00:00,  2.91it/s]\nEpoch 0: |          | 10263/? [58:48<00:00,  2.91it/s]\nEpoch 0: |          | 10264/? [58:49<00:00,  2.91it/s]\nEpoch 0: |          | 10264/? [58:49<00:00,  2.91it/s]\nEpoch 0: |          | 10265/? [58:49<00:00,  2.91it/s]\nEpoch 0: |          | 10265/? [58:49<00:00,  2.91it/s]\nEpoch 0: |          | 10266/? [58:49<00:00,  2.91it/s]\nEpoch 0: |          | 10266/? [58:49<00:00,  2.91it/s]\nEpoch 0: |          | 10267/? [58:50<00:00,  2.91it/s]\nEpoch 0: |          | 10267/? [58:50<00:00,  2.91it/s]\nEpoch 0: |          | 10268/? [58:50<00:00,  2.91it/s]\nEpoch 0: |          | 10268/? [58:50<00:00,  2.91it/s]\nEpoch 0: |          | 10269/? [58:50<00:00,  2.91it/s]\nEpoch 0: |          | 10269/? [58:50<00:00,  2.91it/s]\nEpoch 0: |          | 10270/? [58:51<00:00,  2.91it/s]\nEpoch 0: |          | 10270/? [58:51<00:00,  2.91it/s]\nEpoch 0: |          | 10271/? [58:51<00:00,  2.91it/s]\nEpoch 0: |          | 10271/? [58:51<00:00,  2.91it/s]\nEpoch 0: |          | 10272/? [58:51<00:00,  2.91it/s]\nEpoch 0: |          | 10272/? [58:51<00:00,  2.91it/s]\nEpoch 0: |          | 10273/? [58:51<00:00,  2.91it/s]\nEpoch 0: |          | 10273/? [58:51<00:00,  2.91it/s]\nEpoch 0: |          | 10274/? [58:52<00:00,  2.91it/s]\nEpoch 0: |          | 10274/? [58:52<00:00,  2.91it/s]\nEpoch 0: |          | 10275/? [58:52<00:00,  2.91it/s]\nEpoch 0: |          | 10275/? [58:52<00:00,  2.91it/s]\nEpoch 0: |          | 10276/? [58:52<00:00,  2.91it/s]\nEpoch 0: |          | 10276/? [58:52<00:00,  2.91it/s]\nEpoch 0: |          | 10277/? [58:53<00:00,  2.91it/s]\nEpoch 0: |          | 10277/? [58:53<00:00,  2.91it/s]\nEpoch 0: |          | 10278/? [58:53<00:00,  2.91it/s]\nEpoch 0: |          | 10278/? [58:53<00:00,  2.91it/s]\nEpoch 0: |          | 10279/? [58:53<00:00,  2.91it/s]\nEpoch 0: |          | 10279/? [58:53<00:00,  2.91it/s]\nEpoch 0: |          | 10280/? [58:54<00:00,  2.91it/s]\nEpoch 0: |          | 10280/? [58:54<00:00,  2.91it/s]\nEpoch 0: |          | 10281/? [58:54<00:00,  2.91it/s]\nEpoch 0: |          | 10281/? [58:54<00:00,  2.91it/s]\nEpoch 0: |          | 10282/? [58:54<00:00,  2.91it/s]\nEpoch 0: |          | 10282/? [58:54<00:00,  2.91it/s]\nEpoch 0: |          | 10283/? [58:55<00:00,  2.91it/s]\nEpoch 0: |          | 10283/? [58:55<00:00,  2.91it/s]\nEpoch 0: |          | 10284/? [58:55<00:00,  2.91it/s]\nEpoch 0: |          | 10284/? [58:55<00:00,  2.91it/s]\nEpoch 0: |          | 10285/? [58:55<00:00,  2.91it/s]\nEpoch 0: |          | 10285/? [58:55<00:00,  2.91it/s]\nEpoch 0: |          | 10286/? [58:56<00:00,  2.91it/s]\nEpoch 0: |          | 10286/? [58:56<00:00,  2.91it/s]\nEpoch 0: |          | 10287/? [58:56<00:00,  2.91it/s]\nEpoch 0: |          | 10287/? [58:56<00:00,  2.91it/s]\nEpoch 0: |          | 10288/? [58:56<00:00,  2.91it/s]\nEpoch 0: |          | 10288/? [58:56<00:00,  2.91it/s]\nEpoch 0: |          | 10289/? [58:57<00:00,  2.91it/s]\nEpoch 0: |          | 10289/? [58:57<00:00,  2.91it/s]\nEpoch 0: |          | 10290/? [58:57<00:00,  2.91it/s]\nEpoch 0: |          | 10290/? [58:57<00:00,  2.91it/s]\nEpoch 0: |          | 10291/? [58:57<00:00,  2.91it/s]\nEpoch 0: |          | 10291/? [58:57<00:00,  2.91it/s]\nEpoch 0: |          | 10292/? [58:58<00:00,  2.91it/s]\nEpoch 0: |          | 10292/? [58:58<00:00,  2.91it/s]\nEpoch 0: |          | 10293/? [58:58<00:00,  2.91it/s]\nEpoch 0: |          | 10293/? [58:58<00:00,  2.91it/s]\nEpoch 0: |          | 10294/? [58:58<00:00,  2.91it/s]\nEpoch 0: |          | 10294/? [58:58<00:00,  2.91it/s]\nEpoch 0: |          | 10295/? [58:59<00:00,  2.91it/s]\nEpoch 0: |          | 10295/? [58:59<00:00,  2.91it/s]\nEpoch 0: |          | 10296/? [58:59<00:00,  2.91it/s]\nEpoch 0: |          | 10296/? [58:59<00:00,  2.91it/s]\nEpoch 0: |          | 10297/? [58:59<00:00,  2.91it/s]\nEpoch 0: |          | 10297/? [58:59<00:00,  2.91it/s]\nEpoch 0: |          | 10298/? [59:00<00:00,  2.91it/s]\nEpoch 0: |          | 10298/? [59:00<00:00,  2.91it/s]\nEpoch 0: |          | 10299/? [59:00<00:00,  2.91it/s]\nEpoch 0: |          | 10299/? [59:00<00:00,  2.91it/s]\nEpoch 0: |          | 10300/? [59:00<00:00,  2.91it/s]\nEpoch 0: |          | 10300/? [59:00<00:00,  2.91it/s]\nEpoch 0: |          | 10301/? [59:01<00:00,  2.91it/s]\nEpoch 0: |          | 10301/? [59:01<00:00,  2.91it/s]\nEpoch 0: |          | 10302/? [59:01<00:00,  2.91it/s]\nEpoch 0: |          | 10302/? [59:01<00:00,  2.91it/s]\nEpoch 0: |          | 10303/? [59:01<00:00,  2.91it/s]\nEpoch 0: |          | 10303/? [59:01<00:00,  2.91it/s]\nEpoch 0: |          | 10304/? [59:02<00:00,  2.91it/s]\nEpoch 0: |          | 10304/? [59:02<00:00,  2.91it/s]\nEpoch 0: |          | 10305/? [59:02<00:00,  2.91it/s]\nEpoch 0: |          | 10305/? [59:02<00:00,  2.91it/s]\nEpoch 0: |          | 10306/? [59:02<00:00,  2.91it/s]\nEpoch 0: |          | 10306/? [59:02<00:00,  2.91it/s]\nEpoch 0: |          | 10307/? [59:03<00:00,  2.91it/s]\nEpoch 0: |          | 10307/? [59:03<00:00,  2.91it/s]\nEpoch 0: |          | 10308/? [59:03<00:00,  2.91it/s]\nEpoch 0: |          | 10308/? [59:03<00:00,  2.91it/s]\nEpoch 0: |          | 10309/? [59:03<00:00,  2.91it/s]\nEpoch 0: |          | 10309/? [59:03<00:00,  2.91it/s]\nEpoch 0: |          | 10310/? [59:04<00:00,  2.91it/s]\nEpoch 0: |          | 10310/? [59:04<00:00,  2.91it/s]\nEpoch 0: |          | 10311/? [59:04<00:00,  2.91it/s]\nEpoch 0: |          | 10311/? [59:04<00:00,  2.91it/s]\nEpoch 0: |          | 10312/? [59:04<00:00,  2.91it/s]\nEpoch 0: |          | 10312/? [59:04<00:00,  2.91it/s]\nEpoch 0: |          | 10313/? [59:04<00:00,  2.91it/s]\nEpoch 0: |          | 10313/? [59:04<00:00,  2.91it/s]\nEpoch 0: |          | 10314/? [59:05<00:00,  2.91it/s]\nEpoch 0: |          | 10314/? [59:05<00:00,  2.91it/s]\nEpoch 0: |          | 10315/? [59:05<00:00,  2.91it/s]\nEpoch 0: |          | 10315/? [59:05<00:00,  2.91it/s]\nEpoch 0: |          | 10316/? [59:05<00:00,  2.91it/s]\nEpoch 0: |          | 10316/? [59:05<00:00,  2.91it/s]\nEpoch 0: |          | 10317/? [59:06<00:00,  2.91it/s]\nEpoch 0: |          | 10317/? [59:06<00:00,  2.91it/s]\nEpoch 0: |          | 10318/? [59:06<00:00,  2.91it/s]\nEpoch 0: |          | 10318/? [59:06<00:00,  2.91it/s]\nEpoch 0: |          | 10319/? [59:06<00:00,  2.91it/s]\nEpoch 0: |          | 10319/? [59:06<00:00,  2.91it/s]\nEpoch 0: |          | 10320/? [59:07<00:00,  2.91it/s]\nEpoch 0: |          | 10320/? [59:07<00:00,  2.91it/s]\nEpoch 0: |          | 10321/? [59:07<00:00,  2.91it/s]\nEpoch 0: |          | 10321/? [59:07<00:00,  2.91it/s]\nEpoch 0: |          | 10322/? [59:07<00:00,  2.91it/s]\nEpoch 0: |          | 10322/? [59:07<00:00,  2.91it/s]\nEpoch 0: |          | 10323/? [59:08<00:00,  2.91it/s]\nEpoch 0: |          | 10323/? [59:08<00:00,  2.91it/s]\nEpoch 0: |          | 10324/? [59:08<00:00,  2.91it/s]\nEpoch 0: |          | 10324/? [59:08<00:00,  2.91it/s]\nEpoch 0: |          | 10325/? [59:08<00:00,  2.91it/s]\nEpoch 0: |          | 10325/? [59:08<00:00,  2.91it/s]\nEpoch 0: |          | 10326/? [59:09<00:00,  2.91it/s]\nEpoch 0: |          | 10326/? [59:09<00:00,  2.91it/s]\nEpoch 0: |          | 10327/? [59:09<00:00,  2.91it/s]\nEpoch 0: |          | 10327/? [59:09<00:00,  2.91it/s]\nEpoch 0: |          | 10328/? [59:09<00:00,  2.91it/s]\nEpoch 0: |          | 10328/? [59:09<00:00,  2.91it/s]\nEpoch 0: |          | 10329/? [59:10<00:00,  2.91it/s]\nEpoch 0: |          | 10329/? [59:10<00:00,  2.91it/s]\nEpoch 0: |          | 10330/? [59:10<00:00,  2.91it/s]\nEpoch 0: |          | 10330/? [59:10<00:00,  2.91it/s]\nEpoch 0: |          | 10331/? [59:10<00:00,  2.91it/s]\nEpoch 0: |          | 10331/? [59:10<00:00,  2.91it/s]\nEpoch 0: |          | 10332/? [59:11<00:00,  2.91it/s]\nEpoch 0: |          | 10332/? [59:11<00:00,  2.91it/s]\nEpoch 0: |          | 10333/? [59:11<00:00,  2.91it/s]\nEpoch 0: |          | 10333/? [59:11<00:00,  2.91it/s]\nEpoch 0: |          | 10334/? [59:11<00:00,  2.91it/s]\nEpoch 0: |          | 10334/? [59:11<00:00,  2.91it/s]\nEpoch 0: |          | 10335/? [59:12<00:00,  2.91it/s]\nEpoch 0: |          | 10335/? [59:12<00:00,  2.91it/s]\nEpoch 0: |          | 10336/? [59:12<00:00,  2.91it/s]\nEpoch 0: |          | 10336/? [59:12<00:00,  2.91it/s]\nEpoch 0: |          | 10337/? [59:12<00:00,  2.91it/s]\nEpoch 0: |          | 10337/? [59:12<00:00,  2.91it/s]\nEpoch 0: |          | 10338/? [59:13<00:00,  2.91it/s]\nEpoch 0: |          | 10338/? [59:13<00:00,  2.91it/s]\nEpoch 0: |          | 10339/? [59:13<00:00,  2.91it/s]\nEpoch 0: |          | 10339/? [59:13<00:00,  2.91it/s]\nEpoch 0: |          | 10340/? [59:13<00:00,  2.91it/s]\nEpoch 0: |          | 10340/? [59:13<00:00,  2.91it/s]\nEpoch 0: |          | 10341/? [59:14<00:00,  2.91it/s]\nEpoch 0: |          | 10341/? [59:14<00:00,  2.91it/s]\nEpoch 0: |          | 10342/? [59:14<00:00,  2.91it/s]\nEpoch 0: |          | 10342/? [59:14<00:00,  2.91it/s]\nEpoch 0: |          | 10343/? [59:14<00:00,  2.91it/s]\nEpoch 0: |          | 10343/? [59:14<00:00,  2.91it/s]\nEpoch 0: |          | 10344/? [59:15<00:00,  2.91it/s]\nEpoch 0: |          | 10344/? [59:15<00:00,  2.91it/s]\nEpoch 0: |          | 10345/? [59:15<00:00,  2.91it/s]\nEpoch 0: |          | 10345/? [59:15<00:00,  2.91it/s]\nEpoch 0: |          | 10346/? [59:15<00:00,  2.91it/s]\nEpoch 0: |          | 10346/? [59:15<00:00,  2.91it/s]\nEpoch 0: |          | 10347/? [59:16<00:00,  2.91it/s]\nEpoch 0: |          | 10347/? [59:16<00:00,  2.91it/s]\nEpoch 0: |          | 10348/? [59:16<00:00,  2.91it/s]\nEpoch 0: |          | 10348/? [59:16<00:00,  2.91it/s]\nEpoch 0: |          | 10349/? [59:16<00:00,  2.91it/s]\nEpoch 0: |          | 10349/? [59:16<00:00,  2.91it/s]\nEpoch 0: |          | 10350/? [59:17<00:00,  2.91it/s]\nEpoch 0: |          | 10350/? [59:17<00:00,  2.91it/s]\nEpoch 0: |          | 10351/? [59:17<00:00,  2.91it/s]\nEpoch 0: |          | 10351/? [59:17<00:00,  2.91it/s]\nEpoch 0: |          | 10352/? [59:17<00:00,  2.91it/s]\nEpoch 0: |          | 10352/? [59:17<00:00,  2.91it/s]\nEpoch 0: |          | 10353/? [59:18<00:00,  2.91it/s]\nEpoch 0: |          | 10353/? [59:18<00:00,  2.91it/s]\nEpoch 0: |          | 10354/? [59:18<00:00,  2.91it/s]\nEpoch 0: |          | 10354/? [59:18<00:00,  2.91it/s]\nEpoch 0: |          | 10355/? [59:18<00:00,  2.91it/s]\nEpoch 0: |          | 10355/? [59:18<00:00,  2.91it/s]\nEpoch 0: |          | 10356/? [59:18<00:00,  2.91it/s]\nEpoch 0: |          | 10356/? [59:18<00:00,  2.91it/s]\nEpoch 0: |          | 10357/? [59:19<00:00,  2.91it/s]\nEpoch 0: |          | 10357/? [59:19<00:00,  2.91it/s]\nEpoch 0: |          | 10358/? [59:19<00:00,  2.91it/s]\nEpoch 0: |          | 10358/? [59:19<00:00,  2.91it/s]\nEpoch 0: |          | 10359/? [59:19<00:00,  2.91it/s]\nEpoch 0: |          | 10359/? [59:19<00:00,  2.91it/s]\nEpoch 0: |          | 10360/? [59:20<00:00,  2.91it/s]\nEpoch 0: |          | 10360/? [59:20<00:00,  2.91it/s]\nEpoch 0: |          | 10361/? [59:20<00:00,  2.91it/s]\nEpoch 0: |          | 10361/? [59:20<00:00,  2.91it/s]\nEpoch 0: |          | 10362/? [59:20<00:00,  2.91it/s]\nEpoch 0: |          | 10362/? [59:20<00:00,  2.91it/s]\nEpoch 0: |          | 10363/? [59:21<00:00,  2.91it/s]\nEpoch 0: |          | 10363/? [59:21<00:00,  2.91it/s]\nEpoch 0: |          | 10364/? [59:21<00:00,  2.91it/s]\nEpoch 0: |          | 10364/? [59:21<00:00,  2.91it/s]\nEpoch 0: |          | 10365/? [59:21<00:00,  2.91it/s]\nEpoch 0: |          | 10365/? [59:21<00:00,  2.91it/s]\nEpoch 0: |          | 10366/? [59:22<00:00,  2.91it/s]\nEpoch 0: |          | 10366/? [59:22<00:00,  2.91it/s]\nEpoch 0: |          | 10367/? [59:22<00:00,  2.91it/s]\nEpoch 0: |          | 10367/? [59:22<00:00,  2.91it/s]\nEpoch 0: |          | 10368/? [59:22<00:00,  2.91it/s]\nEpoch 0: |          | 10368/? [59:22<00:00,  2.91it/s]\nEpoch 0: |          | 10369/? [59:23<00:00,  2.91it/s]\nEpoch 0: |          | 10369/? [59:23<00:00,  2.91it/s]\nEpoch 0: |          | 10370/? [59:23<00:00,  2.91it/s]\nEpoch 0: |          | 10370/? [59:23<00:00,  2.91it/s]\nEpoch 0: |          | 10371/? [59:23<00:00,  2.91it/s]\nEpoch 0: |          | 10371/? [59:23<00:00,  2.91it/s]\nEpoch 0: |          | 10372/? [59:24<00:00,  2.91it/s]\nEpoch 0: |          | 10372/? [59:24<00:00,  2.91it/s]\nEpoch 0: |          | 10373/? [59:24<00:00,  2.91it/s]\nEpoch 0: |          | 10373/? [59:24<00:00,  2.91it/s]\nEpoch 0: |          | 10374/? [59:24<00:00,  2.91it/s]\nEpoch 0: |          | 10374/? [59:24<00:00,  2.91it/s]\nEpoch 0: |          | 10375/? [59:25<00:00,  2.91it/s]\nEpoch 0: |          | 10375/? [59:25<00:00,  2.91it/s]\nEpoch 0: |          | 10376/? [59:25<00:00,  2.91it/s]\nEpoch 0: |          | 10376/? [59:25<00:00,  2.91it/s]\nEpoch 0: |          | 10377/? [59:25<00:00,  2.91it/s]\nEpoch 0: |          | 10377/? [59:25<00:00,  2.91it/s]\nEpoch 0: |          | 10378/? [59:26<00:00,  2.91it/s]\nEpoch 0: |          | 10378/? [59:26<00:00,  2.91it/s]\nEpoch 0: |          | 10379/? [59:26<00:00,  2.91it/s]\nEpoch 0: |          | 10379/? [59:26<00:00,  2.91it/s]\nEpoch 0: |          | 10380/? [59:26<00:00,  2.91it/s]\nEpoch 0: |          | 10380/? [59:26<00:00,  2.91it/s]\nEpoch 0: |          | 10381/? [59:27<00:00,  2.91it/s]\nEpoch 0: |          | 10381/? [59:27<00:00,  2.91it/s]\nEpoch 0: |          | 10382/? [59:27<00:00,  2.91it/s]\nEpoch 0: |          | 10382/? [59:27<00:00,  2.91it/s]\nEpoch 0: |          | 10383/? [59:27<00:00,  2.91it/s]\nEpoch 0: |          | 10383/? [59:27<00:00,  2.91it/s]\nEpoch 0: |          | 10384/? [59:27<00:00,  2.91it/s]\nEpoch 0: |          | 10384/? [59:27<00:00,  2.91it/s]\nEpoch 0: |          | 10385/? [59:28<00:00,  2.91it/s]\nEpoch 0: |          | 10385/? [59:28<00:00,  2.91it/s]\nEpoch 0: |          | 10386/? [59:28<00:00,  2.91it/s]\nEpoch 0: |          | 10386/? [59:28<00:00,  2.91it/s]\nEpoch 0: |          | 10387/? [59:28<00:00,  2.91it/s]\nEpoch 0: |          | 10387/? [59:28<00:00,  2.91it/s]\nEpoch 0: |          | 10388/? [59:29<00:00,  2.91it/s]\nEpoch 0: |          | 10388/? [59:29<00:00,  2.91it/s]\nEpoch 0: |          | 10389/? [59:29<00:00,  2.91it/s]\nEpoch 0: |          | 10389/? [59:29<00:00,  2.91it/s]\nEpoch 0: |          | 10390/? [59:29<00:00,  2.91it/s]\nEpoch 0: |          | 10390/? [59:29<00:00,  2.91it/s]\nEpoch 0: |          | 10391/? [59:30<00:00,  2.91it/s]\nEpoch 0: |          | 10391/? [59:30<00:00,  2.91it/s]\nEpoch 0: |          | 10392/? [59:30<00:00,  2.91it/s]\nEpoch 0: |          | 10392/? [59:30<00:00,  2.91it/s]\nEpoch 0: |          | 10393/? [59:30<00:00,  2.91it/s]\nEpoch 0: |          | 10393/? [59:30<00:00,  2.91it/s]\nEpoch 0: |          | 10394/? [59:31<00:00,  2.91it/s]\nEpoch 0: |          | 10394/? [59:31<00:00,  2.91it/s]\nEpoch 0: |          | 10395/? [59:31<00:00,  2.91it/s]\nEpoch 0: |          | 10395/? [59:31<00:00,  2.91it/s]\nEpoch 0: |          | 10396/? [59:31<00:00,  2.91it/s]\nEpoch 0: |          | 10396/? [59:31<00:00,  2.91it/s]\nEpoch 0: |          | 10397/? [59:32<00:00,  2.91it/s]\nEpoch 0: |          | 10397/? [59:32<00:00,  2.91it/s]\nEpoch 0: |          | 10398/? [59:32<00:00,  2.91it/s]\nEpoch 0: |          | 10398/? [59:32<00:00,  2.91it/s]\nEpoch 0: |          | 10399/? [59:32<00:00,  2.91it/s]\nEpoch 0: |          | 10399/? [59:32<00:00,  2.91it/s]\nEpoch 0: |          | 10400/? [59:33<00:00,  2.91it/s]\nEpoch 0: |          | 10400/? [59:33<00:00,  2.91it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.06it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.05it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.54it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.79it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 10400/? [59:33<00:00,  2.91it/s]\nEpoch 0: |          | 10401/? [59:33<00:00,  2.91it/s]\nEpoch 0: |          | 10401/? [59:33<00:00,  2.91it/s]\nEpoch 0: |          | 10402/? [59:34<00:00,  2.91it/s]\nEpoch 0: |          | 10402/? [59:34<00:00,  2.91it/s]\nEpoch 0: |          | 10403/? [59:34<00:00,  2.91it/s]\nEpoch 0: |          | 10403/? [59:34<00:00,  2.91it/s]\nEpoch 0: |          | 10404/? [59:34<00:00,  2.91it/s]\nEpoch 0: |          | 10404/? [59:34<00:00,  2.91it/s]\nEpoch 0: |          | 10405/? [59:35<00:00,  2.91it/s]\nEpoch 0: |          | 10405/? [59:35<00:00,  2.91it/s]\nEpoch 0: |          | 10406/? [59:35<00:00,  2.91it/s]\nEpoch 0: |          | 10406/? [59:35<00:00,  2.91it/s]\nEpoch 0: |          | 10407/? [59:35<00:00,  2.91it/s]\nEpoch 0: |          | 10407/? [59:35<00:00,  2.91it/s]\nEpoch 0: |          | 10408/? [59:36<00:00,  2.91it/s]\nEpoch 0: |          | 10408/? [59:36<00:00,  2.91it/s]\nEpoch 0: |          | 10409/? [59:36<00:00,  2.91it/s]\nEpoch 0: |          | 10409/? [59:36<00:00,  2.91it/s]\nEpoch 0: |          | 10410/? [59:36<00:00,  2.91it/s]\nEpoch 0: |          | 10410/? [59:36<00:00,  2.91it/s]\nEpoch 0: |          | 10411/? [59:37<00:00,  2.91it/s]\nEpoch 0: |          | 10411/? [59:37<00:00,  2.91it/s]\nEpoch 0: |          | 10412/? [59:37<00:00,  2.91it/s]\nEpoch 0: |          | 10412/? [59:37<00:00,  2.91it/s]\nEpoch 0: |          | 10413/? [59:37<00:00,  2.91it/s]\nEpoch 0: |          | 10413/? [59:37<00:00,  2.91it/s]\nEpoch 0: |          | 10414/? [59:38<00:00,  2.91it/s]\nEpoch 0: |          | 10414/? [59:38<00:00,  2.91it/s]\nEpoch 0: |          | 10415/? [59:38<00:00,  2.91it/s]\nEpoch 0: |          | 10415/? [59:38<00:00,  2.91it/s]\nEpoch 0: |          | 10416/? [59:38<00:00,  2.91it/s]\nEpoch 0: |          | 10416/? [59:38<00:00,  2.91it/s]\nEpoch 0: |          | 10417/? [59:38<00:00,  2.91it/s]\nEpoch 0: |          | 10417/? [59:38<00:00,  2.91it/s]\nEpoch 0: |          | 10418/? [59:39<00:00,  2.91it/s]\nEpoch 0: |          | 10418/? [59:39<00:00,  2.91it/s]\nEpoch 0: |          | 10419/? [59:39<00:00,  2.91it/s]\nEpoch 0: |          | 10419/? [59:39<00:00,  2.91it/s]\nEpoch 0: |          | 10420/? [59:39<00:00,  2.91it/s]\nEpoch 0: |          | 10420/? [59:39<00:00,  2.91it/s]\nEpoch 0: |          | 10421/? [59:40<00:00,  2.91it/s]\nEpoch 0: |          | 10421/? [59:40<00:00,  2.91it/s]\nEpoch 0: |          | 10422/? [59:40<00:00,  2.91it/s]\nEpoch 0: |          | 10422/? [59:40<00:00,  2.91it/s]\nEpoch 0: |          | 10423/? [59:40<00:00,  2.91it/s]\nEpoch 0: |          | 10423/? [59:40<00:00,  2.91it/s]\nEpoch 0: |          | 10424/? [59:41<00:00,  2.91it/s]\nEpoch 0: |          | 10424/? [59:41<00:00,  2.91it/s]\nEpoch 0: |          | 10425/? [59:41<00:00,  2.91it/s]\nEpoch 0: |          | 10425/? [59:41<00:00,  2.91it/s]\nEpoch 0: |          | 10426/? [59:41<00:00,  2.91it/s]\nEpoch 0: |          | 10426/? [59:41<00:00,  2.91it/s]\nEpoch 0: |          | 10427/? [59:42<00:00,  2.91it/s]\nEpoch 0: |          | 10427/? [59:42<00:00,  2.91it/s]\nEpoch 0: |          | 10428/? [59:42<00:00,  2.91it/s]\nEpoch 0: |          | 10428/? [59:42<00:00,  2.91it/s]\nEpoch 0: |          | 10429/? [59:42<00:00,  2.91it/s]\nEpoch 0: |          | 10429/? [59:42<00:00,  2.91it/s]\nEpoch 0: |          | 10430/? [59:43<00:00,  2.91it/s]\nEpoch 0: |          | 10430/? [59:43<00:00,  2.91it/s]\nEpoch 0: |          | 10431/? [59:43<00:00,  2.91it/s]\nEpoch 0: |          | 10431/? [59:43<00:00,  2.91it/s]\nEpoch 0: |          | 10432/? [59:43<00:00,  2.91it/s]\nEpoch 0: |          | 10432/? [59:43<00:00,  2.91it/s]\nEpoch 0: |          | 10433/? [59:44<00:00,  2.91it/s]\nEpoch 0: |          | 10433/? [59:44<00:00,  2.91it/s]\nEpoch 0: |          | 10434/? [59:44<00:00,  2.91it/s]\nEpoch 0: |          | 10434/? [59:44<00:00,  2.91it/s]\nEpoch 0: |          | 10435/? [59:44<00:00,  2.91it/s]\nEpoch 0: |          | 10435/? [59:44<00:00,  2.91it/s]\nEpoch 0: |          | 10436/? [59:45<00:00,  2.91it/s]\nEpoch 0: |          | 10436/? [59:45<00:00,  2.91it/s]\nEpoch 0: |          | 10437/? [59:45<00:00,  2.91it/s]\nEpoch 0: |          | 10437/? [59:45<00:00,  2.91it/s]\nEpoch 0: |          | 10438/? [59:45<00:00,  2.91it/s]\nEpoch 0: |          | 10438/? [59:45<00:00,  2.91it/s]\nEpoch 0: |          | 10439/? [59:46<00:00,  2.91it/s]\nEpoch 0: |          | 10439/? [59:46<00:00,  2.91it/s]\nEpoch 0: |          | 10440/? [59:46<00:00,  2.91it/s]\nEpoch 0: |          | 10440/? [59:46<00:00,  2.91it/s]\nEpoch 0: |          | 10441/? [59:46<00:00,  2.91it/s]\nEpoch 0: |          | 10441/? [59:46<00:00,  2.91it/s]\nEpoch 0: |          | 10442/? [59:47<00:00,  2.91it/s]\nEpoch 0: |          | 10442/? [59:47<00:00,  2.91it/s]\nEpoch 0: |          | 10443/? [59:47<00:00,  2.91it/s]\nEpoch 0: |          | 10443/? [59:47<00:00,  2.91it/s]\nEpoch 0: |          | 10444/? [59:47<00:00,  2.91it/s]\nEpoch 0: |          | 10444/? [59:47<00:00,  2.91it/s]\nEpoch 0: |          | 10445/? [59:47<00:00,  2.91it/s]\nEpoch 0: |          | 10445/? [59:47<00:00,  2.91it/s]\nEpoch 0: |          | 10446/? [59:48<00:00,  2.91it/s]\nEpoch 0: |          | 10446/? [59:48<00:00,  2.91it/s]\nEpoch 0: |          | 10447/? [59:48<00:00,  2.91it/s]\nEpoch 0: |          | 10447/? [59:48<00:00,  2.91it/s]\nEpoch 0: |          | 10448/? [59:48<00:00,  2.91it/s]\nEpoch 0: |          | 10448/? [59:48<00:00,  2.91it/s]\nEpoch 0: |          | 10449/? [59:49<00:00,  2.91it/s]\nEpoch 0: |          | 10449/? [59:49<00:00,  2.91it/s]\nEpoch 0: |          | 10450/? [59:49<00:00,  2.91it/s]\nEpoch 0: |          | 10450/? [59:49<00:00,  2.91it/s]\nEpoch 0: |          | 10451/? [59:49<00:00,  2.91it/s]\nEpoch 0: |          | 10451/? [59:49<00:00,  2.91it/s]\nEpoch 0: |          | 10452/? [59:50<00:00,  2.91it/s]\nEpoch 0: |          | 10452/? [59:50<00:00,  2.91it/s]\nEpoch 0: |          | 10453/? [59:50<00:00,  2.91it/s]\nEpoch 0: |          | 10453/? [59:50<00:00,  2.91it/s]\nEpoch 0: |          | 10454/? [59:50<00:00,  2.91it/s]\nEpoch 0: |          | 10454/? [59:50<00:00,  2.91it/s]\nEpoch 0: |          | 10455/? [59:51<00:00,  2.91it/s]\nEpoch 0: |          | 10455/? [59:51<00:00,  2.91it/s]\nEpoch 0: |          | 10456/? [59:51<00:00,  2.91it/s]\nEpoch 0: |          | 10456/? [59:51<00:00,  2.91it/s]\nEpoch 0: |          | 10457/? [59:51<00:00,  2.91it/s]\nEpoch 0: |          | 10457/? [59:51<00:00,  2.91it/s]\nEpoch 0: |          | 10458/? [59:52<00:00,  2.91it/s]\nEpoch 0: |          | 10458/? [59:52<00:00,  2.91it/s]\nEpoch 0: |          | 10459/? [59:52<00:00,  2.91it/s]\nEpoch 0: |          | 10459/? [59:52<00:00,  2.91it/s]\nEpoch 0: |          | 10460/? [59:52<00:00,  2.91it/s]\nEpoch 0: |          | 10460/? [59:52<00:00,  2.91it/s]\nEpoch 0: |          | 10461/? [59:53<00:00,  2.91it/s]\nEpoch 0: |          | 10461/? [59:53<00:00,  2.91it/s]\nEpoch 0: |          | 10462/? [59:53<00:00,  2.91it/s]\nEpoch 0: |          | 10462/? [59:53<00:00,  2.91it/s]\nEpoch 0: |          | 10463/? [59:53<00:00,  2.91it/s]\nEpoch 0: |          | 10463/? [59:53<00:00,  2.91it/s]\nEpoch 0: |          | 10464/? [59:54<00:00,  2.91it/s]\nEpoch 0: |          | 10464/? [59:54<00:00,  2.91it/s]\nEpoch 0: |          | 10465/? [59:54<00:00,  2.91it/s]\nEpoch 0: |          | 10465/? [59:54<00:00,  2.91it/s]\nEpoch 0: |          | 10466/? [59:54<00:00,  2.91it/s]\nEpoch 0: |          | 10466/? [59:54<00:00,  2.91it/s]\nEpoch 0: |          | 10467/? [59:54<00:00,  2.91it/s]\nEpoch 0: |          | 10467/? [59:54<00:00,  2.91it/s]\nEpoch 0: |          | 10468/? [59:55<00:00,  2.91it/s]\nEpoch 0: |          | 10468/? [59:55<00:00,  2.91it/s]\nEpoch 0: |          | 10469/? [59:55<00:00,  2.91it/s]\nEpoch 0: |          | 10469/? [59:55<00:00,  2.91it/s]\nEpoch 0: |          | 10470/? [59:55<00:00,  2.91it/s]\nEpoch 0: |          | 10470/? [59:55<00:00,  2.91it/s]\nEpoch 0: |          | 10471/? [59:56<00:00,  2.91it/s]\nEpoch 0: |          | 10471/? [59:56<00:00,  2.91it/s]\nEpoch 0: |          | 10472/? [59:56<00:00,  2.91it/s]\nEpoch 0: |          | 10472/? [59:56<00:00,  2.91it/s]\nEpoch 0: |          | 10473/? [59:56<00:00,  2.91it/s]\nEpoch 0: |          | 10473/? [59:56<00:00,  2.91it/s]\nEpoch 0: |          | 10474/? [59:57<00:00,  2.91it/s]\nEpoch 0: |          | 10474/? [59:57<00:00,  2.91it/s]\nEpoch 0: |          | 10475/? [59:57<00:00,  2.91it/s]\nEpoch 0: |          | 10475/? [59:57<00:00,  2.91it/s]\nEpoch 0: |          | 10476/? [59:57<00:00,  2.91it/s]\nEpoch 0: |          | 10476/? [59:57<00:00,  2.91it/s]\nEpoch 0: |          | 10477/? [59:58<00:00,  2.91it/s]\nEpoch 0: |          | 10477/? [59:58<00:00,  2.91it/s]\nEpoch 0: |          | 10478/? [59:58<00:00,  2.91it/s]\nEpoch 0: |          | 10478/? [59:58<00:00,  2.91it/s]\nEpoch 0: |          | 10479/? [59:58<00:00,  2.91it/s]\nEpoch 0: |          | 10479/? [59:58<00:00,  2.91it/s]\nEpoch 0: |          | 10480/? [59:59<00:00,  2.91it/s]\nEpoch 0: |          | 10480/? [59:59<00:00,  2.91it/s]\nEpoch 0: |          | 10481/? [59:59<00:00,  2.91it/s]\nEpoch 0: |          | 10481/? [59:59<00:00,  2.91it/s]\nEpoch 0: |          | 10482/? [59:59<00:00,  2.91it/s]\nEpoch 0: |          | 10482/? [59:59<00:00,  2.91it/s]\nEpoch 0: |          | 10483/? [1:00:00<00:00,  2.91it/s]\nEpoch 0: |          | 10483/? [1:00:00<00:00,  2.91it/s]\nEpoch 0: |          | 10484/? [1:00:00<00:00,  2.91it/s]\nEpoch 0: |          | 10484/? [1:00:00<00:00,  2.91it/s]\nEpoch 0: |          | 10485/? [1:00:00<00:00,  2.91it/s]\nEpoch 0: |          | 10485/? [1:00:00<00:00,  2.91it/s]\nEpoch 0: |          | 10486/? [1:00:01<00:00,  2.91it/s]\nEpoch 0: |          | 10486/? [1:00:01<00:00,  2.91it/s]\nEpoch 0: |          | 10487/? [1:00:01<00:00,  2.91it/s]\nEpoch 0: |          | 10487/? [1:00:01<00:00,  2.91it/s]\nEpoch 0: |          | 10488/? [1:00:01<00:00,  2.91it/s]\nEpoch 0: |          | 10488/? [1:00:01<00:00,  2.91it/s]\nEpoch 0: |          | 10489/? [1:00:01<00:00,  2.91it/s]\nEpoch 0: |          | 10489/? [1:00:01<00:00,  2.91it/s]\nEpoch 0: |          | 10490/? [1:00:02<00:00,  2.91it/s]\nEpoch 0: |          | 10490/? [1:00:02<00:00,  2.91it/s]\nEpoch 0: |          | 10491/? [1:00:02<00:00,  2.91it/s]\nEpoch 0: |          | 10491/? [1:00:02<00:00,  2.91it/s]\nEpoch 0: |          | 10492/? [1:00:02<00:00,  2.91it/s]\nEpoch 0: |          | 10492/? [1:00:02<00:00,  2.91it/s]\nEpoch 0: |          | 10493/? [1:00:03<00:00,  2.91it/s]\nEpoch 0: |          | 10493/? [1:00:03<00:00,  2.91it/s]\nEpoch 0: |          | 10494/? [1:00:03<00:00,  2.91it/s]\nEpoch 0: |          | 10494/? [1:00:03<00:00,  2.91it/s]\nEpoch 0: |          | 10495/? [1:00:03<00:00,  2.91it/s]\nEpoch 0: |          | 10495/? [1:00:03<00:00,  2.91it/s]\nEpoch 0: |          | 10496/? [1:00:04<00:00,  2.91it/s]\nEpoch 0: |          | 10496/? [1:00:04<00:00,  2.91it/s]\nEpoch 0: |          | 10497/? [1:00:04<00:00,  2.91it/s]\nEpoch 0: |          | 10497/? [1:00:04<00:00,  2.91it/s]\nEpoch 0: |          | 10498/? [1:00:04<00:00,  2.91it/s]\nEpoch 0: |          | 10498/? [1:00:04<00:00,  2.91it/s]\nEpoch 0: |          | 10499/? [1:00:05<00:00,  2.91it/s]\nEpoch 0: |          | 10499/? [1:00:05<00:00,  2.91it/s]\nEpoch 0: |          | 10500/? [1:00:05<00:00,  2.91it/s]\nEpoch 0: |          | 10500/? [1:00:05<00:00,  2.91it/s]\nEpoch 0: |          | 10501/? [1:00:05<00:00,  2.91it/s]\nEpoch 0: |          | 10501/? [1:00:05<00:00,  2.91it/s]\nEpoch 0: |          | 10502/? [1:00:06<00:00,  2.91it/s]\nEpoch 0: |          | 10502/? [1:00:06<00:00,  2.91it/s]\nEpoch 0: |          | 10503/? [1:00:06<00:00,  2.91it/s]\nEpoch 0: |          | 10503/? [1:00:06<00:00,  2.91it/s]\nEpoch 0: |          | 10504/? [1:00:06<00:00,  2.91it/s]\nEpoch 0: |          | 10504/? [1:00:06<00:00,  2.91it/s]\nEpoch 0: |          | 10505/? [1:00:07<00:00,  2.91it/s]\nEpoch 0: |          | 10505/? [1:00:07<00:00,  2.91it/s]\nEpoch 0: |          | 10506/? [1:00:07<00:00,  2.91it/s]\nEpoch 0: |          | 10506/? [1:00:07<00:00,  2.91it/s]\nEpoch 0: |          | 10507/? [1:00:07<00:00,  2.91it/s]\nEpoch 0: |          | 10507/? [1:00:07<00:00,  2.91it/s]\nEpoch 0: |          | 10508/? [1:00:08<00:00,  2.91it/s]\nEpoch 0: |          | 10508/? [1:00:08<00:00,  2.91it/s]\nEpoch 0: |          | 10509/? [1:00:08<00:00,  2.91it/s]\nEpoch 0: |          | 10509/? [1:00:08<00:00,  2.91it/s]\nEpoch 0: |          | 10510/? [1:00:08<00:00,  2.91it/s]\nEpoch 0: |          | 10510/? [1:00:08<00:00,  2.91it/s]\nEpoch 0: |          | 10511/? [1:00:08<00:00,  2.91it/s]\nEpoch 0: |          | 10511/? [1:00:08<00:00,  2.91it/s]\nEpoch 0: |          | 10512/? [1:00:09<00:00,  2.91it/s]\nEpoch 0: |          | 10512/? [1:00:09<00:00,  2.91it/s]\nEpoch 0: |          | 10513/? [1:00:09<00:00,  2.91it/s]\nEpoch 0: |          | 10513/? [1:00:09<00:00,  2.91it/s]\nEpoch 0: |          | 10514/? [1:00:09<00:00,  2.91it/s]\nEpoch 0: |          | 10514/? [1:00:09<00:00,  2.91it/s]\nEpoch 0: |          | 10515/? [1:00:10<00:00,  2.91it/s]\nEpoch 0: |          | 10515/? [1:00:10<00:00,  2.91it/s]\nEpoch 0: |          | 10516/? [1:00:10<00:00,  2.91it/s]\nEpoch 0: |          | 10516/? [1:00:10<00:00,  2.91it/s]\nEpoch 0: |          | 10517/? [1:00:10<00:00,  2.91it/s]\nEpoch 0: |          | 10517/? [1:00:10<00:00,  2.91it/s]\nEpoch 0: |          | 10518/? [1:00:11<00:00,  2.91it/s]\nEpoch 0: |          | 10518/? [1:00:11<00:00,  2.91it/s]\nEpoch 0: |          | 10519/? [1:00:11<00:00,  2.91it/s]\nEpoch 0: |          | 10519/? [1:00:11<00:00,  2.91it/s]\nEpoch 0: |          | 10520/? [1:00:11<00:00,  2.91it/s]\nEpoch 0: |          | 10520/? [1:00:11<00:00,  2.91it/s]\nEpoch 0: |          | 10521/? [1:00:12<00:00,  2.91it/s]\nEpoch 0: |          | 10521/? [1:00:12<00:00,  2.91it/s]\nEpoch 0: |          | 10522/? [1:00:12<00:00,  2.91it/s]\nEpoch 0: |          | 10522/? [1:00:12<00:00,  2.91it/s]\nEpoch 0: |          | 10523/? [1:00:12<00:00,  2.91it/s]\nEpoch 0: |          | 10523/? [1:00:12<00:00,  2.91it/s]\nEpoch 0: |          | 10524/? [1:00:13<00:00,  2.91it/s]\nEpoch 0: |          | 10524/? [1:00:13<00:00,  2.91it/s]\nEpoch 0: |          | 10525/? [1:00:13<00:00,  2.91it/s]\nEpoch 0: |          | 10525/? [1:00:13<00:00,  2.91it/s]\nEpoch 0: |          | 10526/? [1:00:13<00:00,  2.91it/s]\nEpoch 0: |          | 10526/? [1:00:13<00:00,  2.91it/s]\nEpoch 0: |          | 10527/? [1:00:14<00:00,  2.91it/s]\nEpoch 0: |          | 10527/? [1:00:14<00:00,  2.91it/s]\nEpoch 0: |          | 10528/? [1:00:14<00:00,  2.91it/s]\nEpoch 0: |          | 10528/? [1:00:14<00:00,  2.91it/s]\nEpoch 0: |          | 10529/? [1:00:14<00:00,  2.91it/s]\nEpoch 0: |          | 10529/? [1:00:14<00:00,  2.91it/s]\nEpoch 0: |          | 10530/? [1:00:15<00:00,  2.91it/s]\nEpoch 0: |          | 10530/? [1:00:15<00:00,  2.91it/s]\nEpoch 0: |          | 10531/? [1:00:15<00:00,  2.91it/s]\nEpoch 0: |          | 10531/? [1:00:15<00:00,  2.91it/s]\nEpoch 0: |          | 10532/? [1:00:15<00:00,  2.91it/s]\nEpoch 0: |          | 10532/? [1:00:15<00:00,  2.91it/s]\nEpoch 0: |          | 10533/? [1:00:16<00:00,  2.91it/s]\nEpoch 0: |          | 10533/? [1:00:16<00:00,  2.91it/s]\nEpoch 0: |          | 10534/? [1:00:16<00:00,  2.91it/s]\nEpoch 0: |          | 10534/? [1:00:16<00:00,  2.91it/s]\nEpoch 0: |          | 10535/? [1:00:16<00:00,  2.91it/s]\nEpoch 0: |          | 10535/? [1:00:16<00:00,  2.91it/s]\nEpoch 0: |          | 10536/? [1:00:17<00:00,  2.91it/s]\nEpoch 0: |          | 10536/? [1:00:17<00:00,  2.91it/s]\nEpoch 0: |          | 10537/? [1:00:17<00:00,  2.91it/s]\nEpoch 0: |          | 10537/? [1:00:17<00:00,  2.91it/s]\nEpoch 0: |          | 10538/? [1:00:17<00:00,  2.91it/s]\nEpoch 0: |          | 10538/? [1:00:17<00:00,  2.91it/s]\nEpoch 0: |          | 10539/? [1:00:18<00:00,  2.91it/s]\nEpoch 0: |          | 10539/? [1:00:18<00:00,  2.91it/s]\nEpoch 0: |          | 10540/? [1:00:18<00:00,  2.91it/s]\nEpoch 0: |          | 10540/? [1:00:18<00:00,  2.91it/s]\nEpoch 0: |          | 10541/? [1:00:18<00:00,  2.91it/s]\nEpoch 0: |          | 10541/? [1:00:18<00:00,  2.91it/s]\nEpoch 0: |          | 10542/? [1:00:19<00:00,  2.91it/s]\nEpoch 0: |          | 10542/? [1:00:19<00:00,  2.91it/s]\nEpoch 0: |          | 10543/? [1:00:19<00:00,  2.91it/s]\nEpoch 0: |          | 10543/? [1:00:19<00:00,  2.91it/s]\nEpoch 0: |          | 10544/? [1:00:19<00:00,  2.91it/s]\nEpoch 0: |          | 10544/? [1:00:19<00:00,  2.91it/s]\nEpoch 0: |          | 10545/? [1:00:19<00:00,  2.91it/s]\nEpoch 0: |          | 10545/? [1:00:19<00:00,  2.91it/s]\nEpoch 0: |          | 10546/? [1:00:20<00:00,  2.91it/s]\nEpoch 0: |          | 10546/? [1:00:20<00:00,  2.91it/s]\nEpoch 0: |          | 10547/? [1:00:20<00:00,  2.91it/s]\nEpoch 0: |          | 10547/? [1:00:20<00:00,  2.91it/s]\nEpoch 0: |          | 10548/? [1:00:20<00:00,  2.91it/s]\nEpoch 0: |          | 10548/? [1:00:20<00:00,  2.91it/s]\nEpoch 0: |          | 10549/? [1:00:21<00:00,  2.91it/s]\nEpoch 0: |          | 10549/? [1:00:21<00:00,  2.91it/s]\nEpoch 0: |          | 10550/? [1:00:21<00:00,  2.91it/s]\nEpoch 0: |          | 10550/? [1:00:21<00:00,  2.91it/s]\nEpoch 0: |          | 10551/? [1:00:21<00:00,  2.91it/s]\nEpoch 0: |          | 10551/? [1:00:21<00:00,  2.91it/s]\nEpoch 0: |          | 10552/? [1:00:22<00:00,  2.91it/s]\nEpoch 0: |          | 10552/? [1:00:22<00:00,  2.91it/s]\nEpoch 0: |          | 10553/? [1:00:22<00:00,  2.91it/s]\nEpoch 0: |          | 10553/? [1:00:22<00:00,  2.91it/s]\nEpoch 0: |          | 10554/? [1:00:22<00:00,  2.91it/s]\nEpoch 0: |          | 10554/? [1:00:22<00:00,  2.91it/s]\nEpoch 0: |          | 10555/? [1:00:23<00:00,  2.91it/s]\nEpoch 0: |          | 10555/? [1:00:23<00:00,  2.91it/s]\nEpoch 0: |          | 10556/? [1:00:23<00:00,  2.91it/s]\nEpoch 0: |          | 10556/? [1:00:23<00:00,  2.91it/s]\nEpoch 0: |          | 10557/? [1:00:23<00:00,  2.91it/s]\nEpoch 0: |          | 10557/? [1:00:23<00:00,  2.91it/s]\nEpoch 0: |          | 10558/? [1:00:24<00:00,  2.91it/s]\nEpoch 0: |          | 10558/? [1:00:24<00:00,  2.91it/s]\nEpoch 0: |          | 10559/? [1:00:24<00:00,  2.91it/s]\nEpoch 0: |          | 10559/? [1:00:24<00:00,  2.91it/s]\nEpoch 0: |          | 10560/? [1:00:24<00:00,  2.91it/s]\nEpoch 0: |          | 10560/? [1:00:24<00:00,  2.91it/s]\nEpoch 0: |          | 10561/? [1:00:25<00:00,  2.91it/s]\nEpoch 0: |          | 10561/? [1:00:25<00:00,  2.91it/s]\nEpoch 0: |          | 10562/? [1:00:25<00:00,  2.91it/s]\nEpoch 0: |          | 10562/? [1:00:25<00:00,  2.91it/s]\nEpoch 0: |          | 10563/? [1:00:25<00:00,  2.91it/s]\nEpoch 0: |          | 10563/? [1:00:25<00:00,  2.91it/s]\nEpoch 0: |          | 10564/? [1:00:26<00:00,  2.91it/s]\nEpoch 0: |          | 10564/? [1:00:26<00:00,  2.91it/s]\nEpoch 0: |          | 10565/? [1:00:26<00:00,  2.91it/s]\nEpoch 0: |          | 10565/? [1:00:26<00:00,  2.91it/s]\nEpoch 0: |          | 10566/? [1:00:26<00:00,  2.91it/s]\nEpoch 0: |          | 10566/? [1:00:26<00:00,  2.91it/s]\nEpoch 0: |          | 10567/? [1:00:27<00:00,  2.91it/s]\nEpoch 0: |          | 10567/? [1:00:27<00:00,  2.91it/s]\nEpoch 0: |          | 10568/? [1:00:27<00:00,  2.91it/s]\nEpoch 0: |          | 10568/? [1:00:27<00:00,  2.91it/s]\nEpoch 0: |          | 10569/? [1:00:27<00:00,  2.91it/s]\nEpoch 0: |          | 10569/? [1:00:27<00:00,  2.91it/s]\nEpoch 0: |          | 10570/? [1:00:27<00:00,  2.91it/s]\nEpoch 0: |          | 10570/? [1:00:27<00:00,  2.91it/s]\nEpoch 0: |          | 10571/? [1:00:28<00:00,  2.91it/s]\nEpoch 0: |          | 10571/? [1:00:28<00:00,  2.91it/s]\nEpoch 0: |          | 10572/? [1:00:28<00:00,  2.91it/s]\nEpoch 0: |          | 10572/? [1:00:28<00:00,  2.91it/s]\nEpoch 0: |          | 10573/? [1:00:28<00:00,  2.91it/s]\nEpoch 0: |          | 10573/? [1:00:28<00:00,  2.91it/s]\nEpoch 0: |          | 10574/? [1:00:29<00:00,  2.91it/s]\nEpoch 0: |          | 10574/? [1:00:29<00:00,  2.91it/s]\nEpoch 0: |          | 10575/? [1:00:29<00:00,  2.91it/s]\nEpoch 0: |          | 10575/? [1:00:29<00:00,  2.91it/s]\nEpoch 0: |          | 10576/? [1:00:29<00:00,  2.91it/s]\nEpoch 0: |          | 10576/? [1:00:29<00:00,  2.91it/s]\nEpoch 0: |          | 10577/? [1:00:30<00:00,  2.91it/s]\nEpoch 0: |          | 10577/? [1:00:30<00:00,  2.91it/s]\nEpoch 0: |          | 10578/? [1:00:30<00:00,  2.91it/s]\nEpoch 0: |          | 10578/? [1:00:30<00:00,  2.91it/s]\nEpoch 0: |          | 10579/? [1:00:30<00:00,  2.91it/s]\nEpoch 0: |          | 10579/? [1:00:30<00:00,  2.91it/s]\nEpoch 0: |          | 10580/? [1:00:31<00:00,  2.91it/s]\nEpoch 0: |          | 10580/? [1:00:31<00:00,  2.91it/s]\nEpoch 0: |          | 10581/? [1:00:31<00:00,  2.91it/s]\nEpoch 0: |          | 10581/? [1:00:31<00:00,  2.91it/s]\nEpoch 0: |          | 10582/? [1:00:31<00:00,  2.91it/s]\nEpoch 0: |          | 10582/? [1:00:31<00:00,  2.91it/s]\nEpoch 0: |          | 10583/? [1:00:32<00:00,  2.91it/s]\nEpoch 0: |          | 10583/? [1:00:32<00:00,  2.91it/s]\nEpoch 0: |          | 10584/? [1:00:32<00:00,  2.91it/s]\nEpoch 0: |          | 10584/? [1:00:32<00:00,  2.91it/s]\nEpoch 0: |          | 10585/? [1:00:32<00:00,  2.91it/s]\nEpoch 0: |          | 10585/? [1:00:32<00:00,  2.91it/s]\nEpoch 0: |          | 10586/? [1:00:33<00:00,  2.91it/s]\nEpoch 0: |          | 10586/? [1:00:33<00:00,  2.91it/s]\nEpoch 0: |          | 10587/? [1:00:33<00:00,  2.91it/s]\nEpoch 0: |          | 10587/? [1:00:33<00:00,  2.91it/s]\nEpoch 0: |          | 10588/? [1:00:33<00:00,  2.91it/s]\nEpoch 0: |          | 10588/? [1:00:33<00:00,  2.91it/s]\nEpoch 0: |          | 10589/? [1:00:34<00:00,  2.91it/s]\nEpoch 0: |          | 10589/? [1:00:34<00:00,  2.91it/s]\nEpoch 0: |          | 10590/? [1:00:34<00:00,  2.91it/s]\nEpoch 0: |          | 10590/? [1:00:34<00:00,  2.91it/s]\nEpoch 0: |          | 10591/? [1:00:34<00:00,  2.91it/s]\nEpoch 0: |          | 10591/? [1:00:34<00:00,  2.91it/s]\nEpoch 0: |          | 10592/? [1:00:35<00:00,  2.91it/s]\nEpoch 0: |          | 10592/? [1:00:35<00:00,  2.91it/s]\nEpoch 0: |          | 10593/? [1:00:35<00:00,  2.91it/s]\nEpoch 0: |          | 10593/? [1:00:35<00:00,  2.91it/s]\nEpoch 0: |          | 10594/? [1:00:35<00:00,  2.91it/s]\nEpoch 0: |          | 10594/? [1:00:35<00:00,  2.91it/s]\nEpoch 0: |          | 10595/? [1:00:36<00:00,  2.91it/s]\nEpoch 0: |          | 10595/? [1:00:36<00:00,  2.91it/s]\nEpoch 0: |          | 10596/? [1:00:36<00:00,  2.91it/s]\nEpoch 0: |          | 10596/? [1:00:36<00:00,  2.91it/s]\nEpoch 0: |          | 10597/? [1:00:36<00:00,  2.91it/s]\nEpoch 0: |          | 10597/? [1:00:36<00:00,  2.91it/s]\nEpoch 0: |          | 10598/? [1:00:37<00:00,  2.91it/s]\nEpoch 0: |          | 10598/? [1:00:37<00:00,  2.91it/s]\nEpoch 0: |          | 10599/? [1:00:37<00:00,  2.91it/s]\nEpoch 0: |          | 10599/? [1:00:37<00:00,  2.91it/s]\nEpoch 0: |          | 10600/? [1:00:37<00:00,  2.91it/s]\nEpoch 0: |          | 10600/? [1:00:37<00:00,  2.91it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.89it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.37it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.14it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.11it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 10600/? [1:00:37<00:00,  2.91it/s]\nEpoch 0: |          | 10601/? [1:00:38<00:00,  2.91it/s]\nEpoch 0: |          | 10601/? [1:00:38<00:00,  2.91it/s]\nEpoch 0: |          | 10602/? [1:00:38<00:00,  2.91it/s]\nEpoch 0: |          | 10602/? [1:00:38<00:00,  2.91it/s]\nEpoch 0: |          | 10603/? [1:00:38<00:00,  2.91it/s]\nEpoch 0: |          | 10603/? [1:00:38<00:00,  2.91it/s]\nEpoch 0: |          | 10604/? [1:00:39<00:00,  2.91it/s]\nEpoch 0: |          | 10604/? [1:00:39<00:00,  2.91it/s]\nEpoch 0: |          | 10605/? [1:00:39<00:00,  2.91it/s]\nEpoch 0: |          | 10605/? [1:00:39<00:00,  2.91it/s]\nEpoch 0: |          | 10606/? [1:00:39<00:00,  2.91it/s]\nEpoch 0: |          | 10606/? [1:00:39<00:00,  2.91it/s]\nEpoch 0: |          | 10607/? [1:00:40<00:00,  2.91it/s]\nEpoch 0: |          | 10607/? [1:00:40<00:00,  2.91it/s]\nEpoch 0: |          | 10608/? [1:00:40<00:00,  2.91it/s]\nEpoch 0: |          | 10608/? [1:00:40<00:00,  2.91it/s]\nEpoch 0: |          | 10609/? [1:00:40<00:00,  2.91it/s]\nEpoch 0: |          | 10609/? [1:00:40<00:00,  2.91it/s]\nEpoch 0: |          | 10610/? [1:00:41<00:00,  2.91it/s]\nEpoch 0: |          | 10610/? [1:00:41<00:00,  2.91it/s]\nEpoch 0: |          | 10611/? [1:00:41<00:00,  2.91it/s]\nEpoch 0: |          | 10611/? [1:00:41<00:00,  2.91it/s]\nEpoch 0: |          | 10612/? [1:00:41<00:00,  2.91it/s]\nEpoch 0: |          | 10612/? [1:00:41<00:00,  2.91it/s]\nEpoch 0: |          | 10613/? [1:00:42<00:00,  2.91it/s]\nEpoch 0: |          | 10613/? [1:00:42<00:00,  2.91it/s]\nEpoch 0: |          | 10614/? [1:00:42<00:00,  2.91it/s]\nEpoch 0: |          | 10614/? [1:00:42<00:00,  2.91it/s]\nEpoch 0: |          | 10615/? [1:00:42<00:00,  2.91it/s]\nEpoch 0: |          | 10615/? [1:00:42<00:00,  2.91it/s]\nEpoch 0: |          | 10616/? [1:00:43<00:00,  2.91it/s]\nEpoch 0: |          | 10616/? [1:00:43<00:00,  2.91it/s]\nEpoch 0: |          | 10617/? [1:00:43<00:00,  2.91it/s]\nEpoch 0: |          | 10617/? [1:00:43<00:00,  2.91it/s]\nEpoch 0: |          | 10618/? [1:00:43<00:00,  2.91it/s]\nEpoch 0: |          | 10618/? [1:00:43<00:00,  2.91it/s]\nEpoch 0: |          | 10619/? [1:00:44<00:00,  2.91it/s]\nEpoch 0: |          | 10619/? [1:00:44<00:00,  2.91it/s]\nEpoch 0: |          | 10620/? [1:00:44<00:00,  2.91it/s]\nEpoch 0: |          | 10620/? [1:00:44<00:00,  2.91it/s]\nEpoch 0: |          | 10621/? [1:00:44<00:00,  2.91it/s]\nEpoch 0: |          | 10621/? [1:00:44<00:00,  2.91it/s]\nEpoch 0: |          | 10622/? [1:00:45<00:00,  2.91it/s]\nEpoch 0: |          | 10622/? [1:00:45<00:00,  2.91it/s]\nEpoch 0: |          | 10623/? [1:00:45<00:00,  2.91it/s]\nEpoch 0: |          | 10623/? [1:00:45<00:00,  2.91it/s]\nEpoch 0: |          | 10624/? [1:00:45<00:00,  2.91it/s]\nEpoch 0: |          | 10624/? [1:00:45<00:00,  2.91it/s]\nEpoch 0: |          | 10625/? [1:00:45<00:00,  2.91it/s]\nEpoch 0: |          | 10625/? [1:00:45<00:00,  2.91it/s]\nEpoch 0: |          | 10626/? [1:00:46<00:00,  2.91it/s]\nEpoch 0: |          | 10626/? [1:00:46<00:00,  2.91it/s]\nEpoch 0: |          | 10627/? [1:00:46<00:00,  2.91it/s]\nEpoch 0: |          | 10627/? [1:00:46<00:00,  2.91it/s]\nEpoch 0: |          | 10628/? [1:00:46<00:00,  2.91it/s]\nEpoch 0: |          | 10628/? [1:00:46<00:00,  2.91it/s]\nEpoch 0: |          | 10629/? [1:00:47<00:00,  2.91it/s]\nEpoch 0: |          | 10629/? [1:00:47<00:00,  2.91it/s]\nEpoch 0: |          | 10630/? [1:00:47<00:00,  2.91it/s]\nEpoch 0: |          | 10630/? [1:00:47<00:00,  2.91it/s]\nEpoch 0: |          | 10631/? [1:00:47<00:00,  2.91it/s]\nEpoch 0: |          | 10631/? [1:00:47<00:00,  2.91it/s]\nEpoch 0: |          | 10632/? [1:00:48<00:00,  2.91it/s]\nEpoch 0: |          | 10632/? [1:00:48<00:00,  2.91it/s]\nEpoch 0: |          | 10633/? [1:00:48<00:00,  2.91it/s]\nEpoch 0: |          | 10633/? [1:00:48<00:00,  2.91it/s]\nEpoch 0: |          | 10634/? [1:00:48<00:00,  2.91it/s]\nEpoch 0: |          | 10634/? [1:00:48<00:00,  2.91it/s]\nEpoch 0: |          | 10635/? [1:00:49<00:00,  2.91it/s]\nEpoch 0: |          | 10635/? [1:00:49<00:00,  2.91it/s]\nEpoch 0: |          | 10636/? [1:00:49<00:00,  2.91it/s]\nEpoch 0: |          | 10636/? [1:00:49<00:00,  2.91it/s]\nEpoch 0: |          | 10637/? [1:00:49<00:00,  2.91it/s]\nEpoch 0: |          | 10637/? [1:00:49<00:00,  2.91it/s]\nEpoch 0: |          | 10638/? [1:00:50<00:00,  2.91it/s]\nEpoch 0: |          | 10638/? [1:00:50<00:00,  2.91it/s]\nEpoch 0: |          | 10639/? [1:00:50<00:00,  2.91it/s]\nEpoch 0: |          | 10639/? [1:00:50<00:00,  2.91it/s]\nEpoch 0: |          | 10640/? [1:00:50<00:00,  2.91it/s]\nEpoch 0: |          | 10640/? [1:00:50<00:00,  2.91it/s]\nEpoch 0: |          | 10641/? [1:00:51<00:00,  2.91it/s]\nEpoch 0: |          | 10641/? [1:00:51<00:00,  2.91it/s]\nEpoch 0: |          | 10642/? [1:00:51<00:00,  2.91it/s]\nEpoch 0: |          | 10642/? [1:00:51<00:00,  2.91it/s]\nEpoch 0: |          | 10643/? [1:00:51<00:00,  2.91it/s]\nEpoch 0: |          | 10643/? [1:00:51<00:00,  2.91it/s]\nEpoch 0: |          | 10644/? [1:00:52<00:00,  2.91it/s]\nEpoch 0: |          | 10644/? [1:00:52<00:00,  2.91it/s]\nEpoch 0: |          | 10645/? [1:00:52<00:00,  2.91it/s]\nEpoch 0: |          | 10645/? [1:00:52<00:00,  2.91it/s]\nEpoch 0: |          | 10646/? [1:00:52<00:00,  2.91it/s]\nEpoch 0: |          | 10646/? [1:00:52<00:00,  2.91it/s]\nEpoch 0: |          | 10647/? [1:00:53<00:00,  2.91it/s]\nEpoch 0: |          | 10647/? [1:00:53<00:00,  2.91it/s]\nEpoch 0: |          | 10648/? [1:00:53<00:00,  2.91it/s]\nEpoch 0: |          | 10648/? [1:00:53<00:00,  2.91it/s]\nEpoch 0: |          | 10649/? [1:00:53<00:00,  2.91it/s]\nEpoch 0: |          | 10649/? [1:00:53<00:00,  2.91it/s]\nEpoch 0: |          | 10650/? [1:00:54<00:00,  2.91it/s]\nEpoch 0: |          | 10650/? [1:00:54<00:00,  2.91it/s]\nEpoch 0: |          | 10651/? [1:00:54<00:00,  2.91it/s]\nEpoch 0: |          | 10651/? [1:00:54<00:00,  2.91it/s]\nEpoch 0: |          | 10652/? [1:00:54<00:00,  2.91it/s]\nEpoch 0: |          | 10652/? [1:00:54<00:00,  2.91it/s]\nEpoch 0: |          | 10653/? [1:00:55<00:00,  2.91it/s]\nEpoch 0: |          | 10653/? [1:00:55<00:00,  2.91it/s]\nEpoch 0: |          | 10654/? [1:00:55<00:00,  2.91it/s]\nEpoch 0: |          | 10654/? [1:00:55<00:00,  2.91it/s]\nEpoch 0: |          | 10655/? [1:00:55<00:00,  2.91it/s]\nEpoch 0: |          | 10655/? [1:00:55<00:00,  2.91it/s]\nEpoch 0: |          | 10656/? [1:00:55<00:00,  2.91it/s]\nEpoch 0: |          | 10656/? [1:00:55<00:00,  2.91it/s]\nEpoch 0: |          | 10657/? [1:00:56<00:00,  2.91it/s]\nEpoch 0: |          | 10657/? [1:00:56<00:00,  2.91it/s]\nEpoch 0: |          | 10658/? [1:00:56<00:00,  2.91it/s]\nEpoch 0: |          | 10658/? [1:00:56<00:00,  2.91it/s]\nEpoch 0: |          | 10659/? [1:00:56<00:00,  2.91it/s]\nEpoch 0: |          | 10659/? [1:00:56<00:00,  2.91it/s]\nEpoch 0: |          | 10660/? [1:00:57<00:00,  2.91it/s]\nEpoch 0: |          | 10660/? [1:00:57<00:00,  2.91it/s]\nEpoch 0: |          | 10661/? [1:00:57<00:00,  2.91it/s]\nEpoch 0: |          | 10661/? [1:00:57<00:00,  2.91it/s]\nEpoch 0: |          | 10662/? [1:00:57<00:00,  2.91it/s]\nEpoch 0: |          | 10662/? [1:00:57<00:00,  2.91it/s]\nEpoch 0: |          | 10663/? [1:00:58<00:00,  2.91it/s]\nEpoch 0: |          | 10663/? [1:00:58<00:00,  2.91it/s]\nEpoch 0: |          | 10664/? [1:00:58<00:00,  2.91it/s]\nEpoch 0: |          | 10664/? [1:00:58<00:00,  2.91it/s]\nEpoch 0: |          | 10665/? [1:00:58<00:00,  2.91it/s]\nEpoch 0: |          | 10665/? [1:00:58<00:00,  2.91it/s]\nEpoch 0: |          | 10666/? [1:00:59<00:00,  2.91it/s]\nEpoch 0: |          | 10666/? [1:00:59<00:00,  2.91it/s]\nEpoch 0: |          | 10667/? [1:00:59<00:00,  2.91it/s]\nEpoch 0: |          | 10667/? [1:00:59<00:00,  2.91it/s]\nEpoch 0: |          | 10668/? [1:00:59<00:00,  2.91it/s]\nEpoch 0: |          | 10668/? [1:00:59<00:00,  2.91it/s]\nEpoch 0: |          | 10669/? [1:01:00<00:00,  2.91it/s]\nEpoch 0: |          | 10669/? [1:01:00<00:00,  2.91it/s]\nEpoch 0: |          | 10670/? [1:01:00<00:00,  2.91it/s]\nEpoch 0: |          | 10670/? [1:01:00<00:00,  2.91it/s]\nEpoch 0: |          | 10671/? [1:01:00<00:00,  2.92it/s]\nEpoch 0: |          | 10671/? [1:01:00<00:00,  2.92it/s]\nEpoch 0: |          | 10672/? [1:01:01<00:00,  2.91it/s]\nEpoch 0: |          | 10672/? [1:01:01<00:00,  2.91it/s]\nEpoch 0: |          | 10673/? [1:01:01<00:00,  2.92it/s]\nEpoch 0: |          | 10673/? [1:01:01<00:00,  2.92it/s]\nEpoch 0: |          | 10674/? [1:01:01<00:00,  2.92it/s]\nEpoch 0: |          | 10674/? [1:01:01<00:00,  2.92it/s]\nEpoch 0: |          | 10675/? [1:01:01<00:00,  2.92it/s]\nEpoch 0: |          | 10675/? [1:01:01<00:00,  2.92it/s]\nEpoch 0: |          | 10676/? [1:01:02<00:00,  2.92it/s]\nEpoch 0: |          | 10676/? [1:01:02<00:00,  2.92it/s]\nEpoch 0: |          | 10677/? [1:01:02<00:00,  2.92it/s]\nEpoch 0: |          | 10677/? [1:01:02<00:00,  2.92it/s]\nEpoch 0: |          | 10678/? [1:01:02<00:00,  2.92it/s]\nEpoch 0: |          | 10678/? [1:01:02<00:00,  2.92it/s]\nEpoch 0: |          | 10679/? [1:01:03<00:00,  2.92it/s]\nEpoch 0: |          | 10679/? [1:01:03<00:00,  2.92it/s]\nEpoch 0: |          | 10680/? [1:01:03<00:00,  2.92it/s]\nEpoch 0: |          | 10680/? [1:01:03<00:00,  2.92it/s]\nEpoch 0: |          | 10681/? [1:01:03<00:00,  2.92it/s]\nEpoch 0: |          | 10681/? [1:01:03<00:00,  2.92it/s]\nEpoch 0: |          | 10682/? [1:01:04<00:00,  2.92it/s]\nEpoch 0: |          | 10682/? [1:01:04<00:00,  2.92it/s]\nEpoch 0: |          | 10683/? [1:01:04<00:00,  2.92it/s]\nEpoch 0: |          | 10683/? [1:01:04<00:00,  2.92it/s]\nEpoch 0: |          | 10684/? [1:01:04<00:00,  2.92it/s]\nEpoch 0: |          | 10684/? [1:01:04<00:00,  2.92it/s]\nEpoch 0: |          | 10685/? [1:01:05<00:00,  2.92it/s]\nEpoch 0: |          | 10685/? [1:01:05<00:00,  2.92it/s]\nEpoch 0: |          | 10686/? [1:01:05<00:00,  2.92it/s]\nEpoch 0: |          | 10686/? [1:01:05<00:00,  2.92it/s]\nEpoch 0: |          | 10687/? [1:01:05<00:00,  2.92it/s]\nEpoch 0: |          | 10687/? [1:01:05<00:00,  2.92it/s]\nEpoch 0: |          | 10688/? [1:01:06<00:00,  2.92it/s]\nEpoch 0: |          | 10688/? [1:01:06<00:00,  2.92it/s]\nEpoch 0: |          | 10689/? [1:01:06<00:00,  2.92it/s]\nEpoch 0: |          | 10689/? [1:01:06<00:00,  2.92it/s]\nEpoch 0: |          | 10690/? [1:01:06<00:00,  2.92it/s]\nEpoch 0: |          | 10690/? [1:01:06<00:00,  2.92it/s]\nEpoch 0: |          | 10691/? [1:01:07<00:00,  2.92it/s]\nEpoch 0: |          | 10691/? [1:01:07<00:00,  2.92it/s]\nEpoch 0: |          | 10692/? [1:01:07<00:00,  2.92it/s]\nEpoch 0: |          | 10692/? [1:01:07<00:00,  2.92it/s]\nEpoch 0: |          | 10693/? [1:01:07<00:00,  2.92it/s]\nEpoch 0: |          | 10693/? [1:01:07<00:00,  2.92it/s]\nEpoch 0: |          | 10694/? [1:01:08<00:00,  2.92it/s]\nEpoch 0: |          | 10694/? [1:01:08<00:00,  2.92it/s]\nEpoch 0: |          | 10695/? [1:01:08<00:00,  2.92it/s]\nEpoch 0: |          | 10695/? [1:01:08<00:00,  2.92it/s]\nEpoch 0: |          | 10696/? [1:01:08<00:00,  2.92it/s]\nEpoch 0: |          | 10696/? [1:01:08<00:00,  2.92it/s]\nEpoch 0: |          | 10697/? [1:01:09<00:00,  2.92it/s]\nEpoch 0: |          | 10697/? [1:01:09<00:00,  2.92it/s]\nEpoch 0: |          | 10698/? [1:01:09<00:00,  2.92it/s]\nEpoch 0: |          | 10698/? [1:01:09<00:00,  2.92it/s]\nEpoch 0: |          | 10699/? [1:01:09<00:00,  2.92it/s]\nEpoch 0: |          | 10699/? [1:01:09<00:00,  2.92it/s]\nEpoch 0: |          | 10700/? [1:01:09<00:00,  2.92it/s]\nEpoch 0: |          | 10700/? [1:01:09<00:00,  2.92it/s]\nEpoch 0: |          | 10701/? [1:01:10<00:00,  2.92it/s]\nEpoch 0: |          | 10701/? [1:01:10<00:00,  2.92it/s]\nEpoch 0: |          | 10702/? [1:01:10<00:00,  2.92it/s]\nEpoch 0: |          | 10702/? [1:01:10<00:00,  2.92it/s]\nEpoch 0: |          | 10703/? [1:01:10<00:00,  2.92it/s]\nEpoch 0: |          | 10703/? [1:01:10<00:00,  2.92it/s]\nEpoch 0: |          | 10704/? [1:01:11<00:00,  2.92it/s]\nEpoch 0: |          | 10704/? [1:01:11<00:00,  2.92it/s]\nEpoch 0: |          | 10705/? [1:01:11<00:00,  2.92it/s]\nEpoch 0: |          | 10705/? [1:01:11<00:00,  2.92it/s]\nEpoch 0: |          | 10706/? [1:01:11<00:00,  2.92it/s]\nEpoch 0: |          | 10706/? [1:01:11<00:00,  2.92it/s]\nEpoch 0: |          | 10707/? [1:01:12<00:00,  2.92it/s]\nEpoch 0: |          | 10707/? [1:01:12<00:00,  2.92it/s]\nEpoch 0: |          | 10708/? [1:01:12<00:00,  2.92it/s]\nEpoch 0: |          | 10708/? [1:01:12<00:00,  2.92it/s]\nEpoch 0: |          | 10709/? [1:01:12<00:00,  2.92it/s]\nEpoch 0: |          | 10709/? [1:01:12<00:00,  2.92it/s]\nEpoch 0: |          | 10710/? [1:01:13<00:00,  2.92it/s]\nEpoch 0: |          | 10710/? [1:01:13<00:00,  2.92it/s]\nEpoch 0: |          | 10711/? [1:01:13<00:00,  2.92it/s]\nEpoch 0: |          | 10711/? [1:01:13<00:00,  2.92it/s]\nEpoch 0: |          | 10712/? [1:01:13<00:00,  2.92it/s]\nEpoch 0: |          | 10712/? [1:01:13<00:00,  2.92it/s]\nEpoch 0: |          | 10713/? [1:01:14<00:00,  2.92it/s]\nEpoch 0: |          | 10713/? [1:01:14<00:00,  2.92it/s]\nEpoch 0: |          | 10714/? [1:01:14<00:00,  2.92it/s]\nEpoch 0: |          | 10714/? [1:01:14<00:00,  2.92it/s]\nEpoch 0: |          | 10715/? [1:01:14<00:00,  2.92it/s]\nEpoch 0: |          | 10715/? [1:01:14<00:00,  2.92it/s]\nEpoch 0: |          | 10716/? [1:01:15<00:00,  2.92it/s]\nEpoch 0: |          | 10716/? [1:01:15<00:00,  2.92it/s]\nEpoch 0: |          | 10717/? [1:01:15<00:00,  2.92it/s]\nEpoch 0: |          | 10717/? [1:01:15<00:00,  2.92it/s]\nEpoch 0: |          | 10718/? [1:01:15<00:00,  2.92it/s]\nEpoch 0: |          | 10718/? [1:01:15<00:00,  2.92it/s]\nEpoch 0: |          | 10719/? [1:01:16<00:00,  2.92it/s]\nEpoch 0: |          | 10719/? [1:01:16<00:00,  2.92it/s]\nEpoch 0: |          | 10720/? [1:01:16<00:00,  2.92it/s]\nEpoch 0: |          | 10720/? [1:01:16<00:00,  2.92it/s]\nEpoch 0: |          | 10721/? [1:01:16<00:00,  2.92it/s]\nEpoch 0: |          | 10721/? [1:01:16<00:00,  2.92it/s]\nEpoch 0: |          | 10722/? [1:01:17<00:00,  2.92it/s]\nEpoch 0: |          | 10722/? [1:01:17<00:00,  2.92it/s]\nEpoch 0: |          | 10723/? [1:01:17<00:00,  2.92it/s]\nEpoch 0: |          | 10723/? [1:01:17<00:00,  2.92it/s]\nEpoch 0: |          | 10724/? [1:01:17<00:00,  2.92it/s]\nEpoch 0: |          | 10724/? [1:01:17<00:00,  2.92it/s]\nEpoch 0: |          | 10725/? [1:01:18<00:00,  2.92it/s]\nEpoch 0: |          | 10725/? [1:01:18<00:00,  2.92it/s]\nEpoch 0: |          | 10726/? [1:01:18<00:00,  2.92it/s]\nEpoch 0: |          | 10726/? [1:01:18<00:00,  2.92it/s]\nEpoch 0: |          | 10727/? [1:01:18<00:00,  2.92it/s]\nEpoch 0: |          | 10727/? [1:01:18<00:00,  2.92it/s]\nEpoch 0: |          | 10728/? [1:01:19<00:00,  2.92it/s]\nEpoch 0: |          | 10728/? [1:01:19<00:00,  2.92it/s]\nEpoch 0: |          | 10729/? [1:01:19<00:00,  2.92it/s]\nEpoch 0: |          | 10729/? [1:01:19<00:00,  2.92it/s]\nEpoch 0: |          | 10730/? [1:01:19<00:00,  2.92it/s]\nEpoch 0: |          | 10730/? [1:01:19<00:00,  2.92it/s]\nEpoch 0: |          | 10731/? [1:01:19<00:00,  2.92it/s]\nEpoch 0: |          | 10731/? [1:01:19<00:00,  2.92it/s]\nEpoch 0: |          | 10732/? [1:01:20<00:00,  2.92it/s]\nEpoch 0: |          | 10732/? [1:01:20<00:00,  2.92it/s]\nEpoch 0: |          | 10733/? [1:01:20<00:00,  2.92it/s]\nEpoch 0: |          | 10733/? [1:01:20<00:00,  2.92it/s]\nEpoch 0: |          | 10734/? [1:01:20<00:00,  2.92it/s]\nEpoch 0: |          | 10734/? [1:01:20<00:00,  2.92it/s]\nEpoch 0: |          | 10735/? [1:01:21<00:00,  2.92it/s]\nEpoch 0: |          | 10735/? [1:01:21<00:00,  2.92it/s]\nEpoch 0: |          | 10736/? [1:01:21<00:00,  2.92it/s]\nEpoch 0: |          | 10736/? [1:01:21<00:00,  2.92it/s]\nEpoch 0: |          | 10737/? [1:01:21<00:00,  2.92it/s]\nEpoch 0: |          | 10737/? [1:01:21<00:00,  2.92it/s]\nEpoch 0: |          | 10738/? [1:01:22<00:00,  2.92it/s]\nEpoch 0: |          | 10738/? [1:01:22<00:00,  2.92it/s]\nEpoch 0: |          | 10739/? [1:01:22<00:00,  2.92it/s]\nEpoch 0: |          | 10739/? [1:01:22<00:00,  2.92it/s]\nEpoch 0: |          | 10740/? [1:01:22<00:00,  2.92it/s]\nEpoch 0: |          | 10740/? [1:01:22<00:00,  2.92it/s]\nEpoch 0: |          | 10741/? [1:01:23<00:00,  2.92it/s]\nEpoch 0: |          | 10741/? [1:01:23<00:00,  2.92it/s]\nEpoch 0: |          | 10742/? [1:01:23<00:00,  2.92it/s]\nEpoch 0: |          | 10742/? [1:01:23<00:00,  2.92it/s]\nEpoch 0: |          | 10743/? [1:01:23<00:00,  2.92it/s]\nEpoch 0: |          | 10743/? [1:01:23<00:00,  2.92it/s]\nEpoch 0: |          | 10744/? [1:01:24<00:00,  2.92it/s]\nEpoch 0: |          | 10744/? [1:01:24<00:00,  2.92it/s]\nEpoch 0: |          | 10745/? [1:01:24<00:00,  2.92it/s]\nEpoch 0: |          | 10745/? [1:01:24<00:00,  2.92it/s]\nEpoch 0: |          | 10746/? [1:01:24<00:00,  2.92it/s]\nEpoch 0: |          | 10746/? [1:01:24<00:00,  2.92it/s]\nEpoch 0: |          | 10747/? [1:01:25<00:00,  2.92it/s]\nEpoch 0: |          | 10747/? [1:01:25<00:00,  2.92it/s]\nEpoch 0: |          | 10748/? [1:01:25<00:00,  2.92it/s]\nEpoch 0: |          | 10748/? [1:01:25<00:00,  2.92it/s]\nEpoch 0: |          | 10749/? [1:01:25<00:00,  2.92it/s]\nEpoch 0: |          | 10749/? [1:01:25<00:00,  2.92it/s]\nEpoch 0: |          | 10750/? [1:01:25<00:00,  2.92it/s]\nEpoch 0: |          | 10750/? [1:01:25<00:00,  2.92it/s]\nEpoch 0: |          | 10751/? [1:01:26<00:00,  2.92it/s]\nEpoch 0: |          | 10751/? [1:01:26<00:00,  2.92it/s]\nEpoch 0: |          | 10752/? [1:01:26<00:00,  2.92it/s]\nEpoch 0: |          | 10752/? [1:01:26<00:00,  2.92it/s]\nEpoch 0: |          | 10753/? [1:01:26<00:00,  2.92it/s]\nEpoch 0: |          | 10753/? [1:01:26<00:00,  2.92it/s]\nEpoch 0: |          | 10754/? [1:01:27<00:00,  2.92it/s]\nEpoch 0: |          | 10754/? [1:01:27<00:00,  2.92it/s]\nEpoch 0: |          | 10755/? [1:01:27<00:00,  2.92it/s]\nEpoch 0: |          | 10755/? [1:01:27<00:00,  2.92it/s]\nEpoch 0: |          | 10756/? [1:01:27<00:00,  2.92it/s]\nEpoch 0: |          | 10756/? [1:01:27<00:00,  2.92it/s]\nEpoch 0: |          | 10757/? [1:01:28<00:00,  2.92it/s]\nEpoch 0: |          | 10757/? [1:01:28<00:00,  2.92it/s]\nEpoch 0: |          | 10758/? [1:01:28<00:00,  2.92it/s]\nEpoch 0: |          | 10758/? [1:01:28<00:00,  2.92it/s]\nEpoch 0: |          | 10759/? [1:01:28<00:00,  2.92it/s]\nEpoch 0: |          | 10759/? [1:01:28<00:00,  2.92it/s]\nEpoch 0: |          | 10760/? [1:01:29<00:00,  2.92it/s]\nEpoch 0: |          | 10760/? [1:01:29<00:00,  2.92it/s]\nEpoch 0: |          | 10761/? [1:01:29<00:00,  2.92it/s]\nEpoch 0: |          | 10761/? [1:01:29<00:00,  2.92it/s]\nEpoch 0: |          | 10762/? [1:01:29<00:00,  2.92it/s]\nEpoch 0: |          | 10762/? [1:01:29<00:00,  2.92it/s]\nEpoch 0: |          | 10763/? [1:01:30<00:00,  2.92it/s]\nEpoch 0: |          | 10763/? [1:01:30<00:00,  2.92it/s]\nEpoch 0: |          | 10764/? [1:01:30<00:00,  2.92it/s]\nEpoch 0: |          | 10764/? [1:01:30<00:00,  2.92it/s]\nEpoch 0: |          | 10765/? [1:01:30<00:00,  2.92it/s]\nEpoch 0: |          | 10765/? [1:01:30<00:00,  2.92it/s]\nEpoch 0: |          | 10766/? [1:01:31<00:00,  2.92it/s]\nEpoch 0: |          | 10766/? [1:01:31<00:00,  2.92it/s]\nEpoch 0: |          | 10767/? [1:01:31<00:00,  2.92it/s]\nEpoch 0: |          | 10767/? [1:01:31<00:00,  2.92it/s]\nEpoch 0: |          | 10768/? [1:01:31<00:00,  2.92it/s]\nEpoch 0: |          | 10768/? [1:01:31<00:00,  2.92it/s]\nEpoch 0: |          | 10769/? [1:01:32<00:00,  2.92it/s]\nEpoch 0: |          | 10769/? [1:01:32<00:00,  2.92it/s]\nEpoch 0: |          | 10770/? [1:01:32<00:00,  2.92it/s]\nEpoch 0: |          | 10770/? [1:01:32<00:00,  2.92it/s]\nEpoch 0: |          | 10771/? [1:01:32<00:00,  2.92it/s]\nEpoch 0: |          | 10771/? [1:01:32<00:00,  2.92it/s]\nEpoch 0: |          | 10772/? [1:01:33<00:00,  2.92it/s]\nEpoch 0: |          | 10772/? [1:01:33<00:00,  2.92it/s]\nEpoch 0: |          | 10773/? [1:01:33<00:00,  2.92it/s]\nEpoch 0: |          | 10773/? [1:01:33<00:00,  2.92it/s]\nEpoch 0: |          | 10774/? [1:01:33<00:00,  2.92it/s]\nEpoch 0: |          | 10774/? [1:01:33<00:00,  2.92it/s]\nEpoch 0: |          | 10775/? [1:01:34<00:00,  2.92it/s]\nEpoch 0: |          | 10775/? [1:01:34<00:00,  2.92it/s]\nEpoch 0: |          | 10776/? [1:01:34<00:00,  2.92it/s]\nEpoch 0: |          | 10776/? [1:01:34<00:00,  2.92it/s]\nEpoch 0: |          | 10777/? [1:01:34<00:00,  2.92it/s]\nEpoch 0: |          | 10777/? [1:01:34<00:00,  2.92it/s]\nEpoch 0: |          | 10778/? [1:01:35<00:00,  2.92it/s]\nEpoch 0: |          | 10778/? [1:01:35<00:00,  2.92it/s]\nEpoch 0: |          | 10779/? [1:01:35<00:00,  2.92it/s]\nEpoch 0: |          | 10779/? [1:01:35<00:00,  2.92it/s]\nEpoch 0: |          | 10780/? [1:01:35<00:00,  2.92it/s]\nEpoch 0: |          | 10780/? [1:01:35<00:00,  2.92it/s]\nEpoch 0: |          | 10781/? [1:01:36<00:00,  2.92it/s]\nEpoch 0: |          | 10781/? [1:01:36<00:00,  2.92it/s]\nEpoch 0: |          | 10782/? [1:01:36<00:00,  2.92it/s]\nEpoch 0: |          | 10782/? [1:01:36<00:00,  2.92it/s]\nEpoch 0: |          | 10783/? [1:01:36<00:00,  2.92it/s]\nEpoch 0: |          | 10783/? [1:01:36<00:00,  2.92it/s]\nEpoch 0: |          | 10784/? [1:01:37<00:00,  2.92it/s]\nEpoch 0: |          | 10784/? [1:01:37<00:00,  2.92it/s]\nEpoch 0: |          | 10785/? [1:01:37<00:00,  2.92it/s]\nEpoch 0: |          | 10785/? [1:01:37<00:00,  2.92it/s]\nEpoch 0: |          | 10786/? [1:01:37<00:00,  2.92it/s]\nEpoch 0: |          | 10786/? [1:01:37<00:00,  2.92it/s]\nEpoch 0: |          | 10787/? [1:01:37<00:00,  2.92it/s]\nEpoch 0: |          | 10787/? [1:01:37<00:00,  2.92it/s]\nEpoch 0: |          | 10788/? [1:01:38<00:00,  2.92it/s]\nEpoch 0: |          | 10788/? [1:01:38<00:00,  2.92it/s]\nEpoch 0: |          | 10789/? [1:01:38<00:00,  2.92it/s]\nEpoch 0: |          | 10789/? [1:01:38<00:00,  2.92it/s]\nEpoch 0: |          | 10790/? [1:01:38<00:00,  2.92it/s]\nEpoch 0: |          | 10790/? [1:01:38<00:00,  2.92it/s]\nEpoch 0: |          | 10791/? [1:01:39<00:00,  2.92it/s]\nEpoch 0: |          | 10791/? [1:01:39<00:00,  2.92it/s]\nEpoch 0: |          | 10792/? [1:01:39<00:00,  2.92it/s]\nEpoch 0: |          | 10792/? [1:01:39<00:00,  2.92it/s]\nEpoch 0: |          | 10793/? [1:01:39<00:00,  2.92it/s]\nEpoch 0: |          | 10793/? [1:01:39<00:00,  2.92it/s]\nEpoch 0: |          | 10794/? [1:01:40<00:00,  2.92it/s]\nEpoch 0: |          | 10794/? [1:01:40<00:00,  2.92it/s]\nEpoch 0: |          | 10795/? [1:01:40<00:00,  2.92it/s]\nEpoch 0: |          | 10795/? [1:01:40<00:00,  2.92it/s]\nEpoch 0: |          | 10796/? [1:01:40<00:00,  2.92it/s]\nEpoch 0: |          | 10796/? [1:01:40<00:00,  2.92it/s]\nEpoch 0: |          | 10797/? [1:01:41<00:00,  2.92it/s]\nEpoch 0: |          | 10797/? [1:01:41<00:00,  2.92it/s]\nEpoch 0: |          | 10798/? [1:01:41<00:00,  2.92it/s]\nEpoch 0: |          | 10798/? [1:01:41<00:00,  2.92it/s]\nEpoch 0: |          | 10799/? [1:01:41<00:00,  2.92it/s]\nEpoch 0: |          | 10799/? [1:01:41<00:00,  2.92it/s]\nEpoch 0: |          | 10800/? [1:01:42<00:00,  2.92it/s]\nEpoch 0: |          | 10800/? [1:01:42<00:00,  2.92it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.58it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.34it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.62it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.55it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 10800/? [1:01:42<00:00,  2.92it/s]\nEpoch 0: |          | 10801/? [1:01:42<00:00,  2.92it/s]\nEpoch 0: |          | 10801/? [1:01:42<00:00,  2.92it/s]\nEpoch 0: |          | 10802/? [1:01:43<00:00,  2.92it/s]\nEpoch 0: |          | 10802/? [1:01:43<00:00,  2.92it/s]\nEpoch 0: |          | 10803/? [1:01:43<00:00,  2.92it/s]\nEpoch 0: |          | 10803/? [1:01:43<00:00,  2.92it/s]\nEpoch 0: |          | 10804/? [1:01:43<00:00,  2.92it/s]\nEpoch 0: |          | 10804/? [1:01:43<00:00,  2.92it/s]\nEpoch 0: |          | 10805/? [1:01:44<00:00,  2.92it/s]\nEpoch 0: |          | 10805/? [1:01:44<00:00,  2.92it/s]\nEpoch 0: |          | 10806/? [1:01:44<00:00,  2.92it/s]\nEpoch 0: |          | 10806/? [1:01:44<00:00,  2.92it/s]\nEpoch 0: |          | 10807/? [1:01:44<00:00,  2.92it/s]\nEpoch 0: |          | 10807/? [1:01:44<00:00,  2.92it/s]\nEpoch 0: |          | 10808/? [1:01:44<00:00,  2.92it/s]\nEpoch 0: |          | 10808/? [1:01:44<00:00,  2.92it/s]\nEpoch 0: |          | 10809/? [1:01:45<00:00,  2.92it/s]\nEpoch 0: |          | 10809/? [1:01:45<00:00,  2.92it/s]\nEpoch 0: |          | 10810/? [1:01:45<00:00,  2.92it/s]\nEpoch 0: |          | 10810/? [1:01:45<00:00,  2.92it/s]\nEpoch 0: |          | 10811/? [1:01:45<00:00,  2.92it/s]\nEpoch 0: |          | 10811/? [1:01:45<00:00,  2.92it/s]\nEpoch 0: |          | 10812/? [1:01:46<00:00,  2.92it/s]\nEpoch 0: |          | 10812/? [1:01:46<00:00,  2.92it/s]\nEpoch 0: |          | 10813/? [1:01:46<00:00,  2.92it/s]\nEpoch 0: |          | 10813/? [1:01:46<00:00,  2.92it/s]\nEpoch 0: |          | 10814/? [1:01:46<00:00,  2.92it/s]\nEpoch 0: |          | 10814/? [1:01:46<00:00,  2.92it/s]\nEpoch 0: |          | 10815/? [1:01:47<00:00,  2.92it/s]\nEpoch 0: |          | 10815/? [1:01:47<00:00,  2.92it/s]\nEpoch 0: |          | 10816/? [1:01:47<00:00,  2.92it/s]\nEpoch 0: |          | 10816/? [1:01:47<00:00,  2.92it/s]\nEpoch 0: |          | 10817/? [1:01:47<00:00,  2.92it/s]\nEpoch 0: |          | 10817/? [1:01:47<00:00,  2.92it/s]\nEpoch 0: |          | 10818/? [1:01:48<00:00,  2.92it/s]\nEpoch 0: |          | 10818/? [1:01:48<00:00,  2.92it/s]\nEpoch 0: |          | 10819/? [1:01:48<00:00,  2.92it/s]\nEpoch 0: |          | 10819/? [1:01:48<00:00,  2.92it/s]\nEpoch 0: |          | 10820/? [1:01:48<00:00,  2.92it/s]\nEpoch 0: |          | 10820/? [1:01:48<00:00,  2.92it/s]\nEpoch 0: |          | 10821/? [1:01:49<00:00,  2.92it/s]\nEpoch 0: |          | 10821/? [1:01:49<00:00,  2.92it/s]\nEpoch 0: |          | 10822/? [1:01:49<00:00,  2.92it/s]\nEpoch 0: |          | 10822/? [1:01:49<00:00,  2.92it/s]\nEpoch 0: |          | 10823/? [1:01:49<00:00,  2.92it/s]\nEpoch 0: |          | 10823/? [1:01:49<00:00,  2.92it/s]\nEpoch 0: |          | 10824/? [1:01:50<00:00,  2.92it/s]\nEpoch 0: |          | 10824/? [1:01:50<00:00,  2.92it/s]\nEpoch 0: |          | 10825/? [1:01:50<00:00,  2.92it/s]\nEpoch 0: |          | 10825/? [1:01:50<00:00,  2.92it/s]\nEpoch 0: |          | 10826/? [1:01:50<00:00,  2.92it/s]\nEpoch 0: |          | 10826/? [1:01:50<00:00,  2.92it/s]\nEpoch 0: |          | 10827/? [1:01:51<00:00,  2.92it/s]\nEpoch 0: |          | 10827/? [1:01:51<00:00,  2.92it/s]\nEpoch 0: |          | 10828/? [1:01:51<00:00,  2.92it/s]\nEpoch 0: |          | 10828/? [1:01:51<00:00,  2.92it/s]\nEpoch 0: |          | 10829/? [1:01:51<00:00,  2.92it/s]\nEpoch 0: |          | 10829/? [1:01:51<00:00,  2.92it/s]\nEpoch 0: |          | 10830/? [1:01:52<00:00,  2.92it/s]\nEpoch 0: |          | 10830/? [1:01:52<00:00,  2.92it/s]\nEpoch 0: |          | 10831/? [1:01:52<00:00,  2.92it/s]\nEpoch 0: |          | 10831/? [1:01:52<00:00,  2.92it/s]\nEpoch 0: |          | 10832/? [1:01:52<00:00,  2.92it/s]\nEpoch 0: |          | 10832/? [1:01:52<00:00,  2.92it/s]\nEpoch 0: |          | 10833/? [1:01:52<00:00,  2.92it/s]\nEpoch 0: |          | 10833/? [1:01:52<00:00,  2.92it/s]\nEpoch 0: |          | 10834/? [1:01:53<00:00,  2.92it/s]\nEpoch 0: |          | 10834/? [1:01:53<00:00,  2.92it/s]\nEpoch 0: |          | 10835/? [1:01:53<00:00,  2.92it/s]\nEpoch 0: |          | 10835/? [1:01:53<00:00,  2.92it/s]\nEpoch 0: |          | 10836/? [1:01:53<00:00,  2.92it/s]\nEpoch 0: |          | 10836/? [1:01:53<00:00,  2.92it/s]\nEpoch 0: |          | 10837/? [1:01:54<00:00,  2.92it/s]\nEpoch 0: |          | 10837/? [1:01:54<00:00,  2.92it/s]\nEpoch 0: |          | 10838/? [1:01:54<00:00,  2.92it/s]\nEpoch 0: |          | 10838/? [1:01:54<00:00,  2.92it/s]\nEpoch 0: |          | 10839/? [1:01:54<00:00,  2.92it/s]\nEpoch 0: |          | 10839/? [1:01:54<00:00,  2.92it/s]\nEpoch 0: |          | 10840/? [1:01:55<00:00,  2.92it/s]\nEpoch 0: |          | 10840/? [1:01:55<00:00,  2.92it/s]\nEpoch 0: |          | 10841/? [1:01:55<00:00,  2.92it/s]\nEpoch 0: |          | 10841/? [1:01:55<00:00,  2.92it/s]\nEpoch 0: |          | 10842/? [1:01:55<00:00,  2.92it/s]\nEpoch 0: |          | 10842/? [1:01:55<00:00,  2.92it/s]\nEpoch 0: |          | 10843/? [1:01:56<00:00,  2.92it/s]\nEpoch 0: |          | 10843/? [1:01:56<00:00,  2.92it/s]\nEpoch 0: |          | 10844/? [1:01:56<00:00,  2.92it/s]\nEpoch 0: |          | 10844/? [1:01:56<00:00,  2.92it/s]\nEpoch 0: |          | 10845/? [1:01:56<00:00,  2.92it/s]\nEpoch 0: |          | 10845/? [1:01:56<00:00,  2.92it/s]\nEpoch 0: |          | 10846/? [1:01:57<00:00,  2.92it/s]\nEpoch 0: |          | 10846/? [1:01:57<00:00,  2.92it/s]\nEpoch 0: |          | 10847/? [1:01:57<00:00,  2.92it/s]\nEpoch 0: |          | 10847/? [1:01:57<00:00,  2.92it/s]\nEpoch 0: |          | 10848/? [1:01:57<00:00,  2.92it/s]\nEpoch 0: |          | 10848/? [1:01:57<00:00,  2.92it/s]\nEpoch 0: |          | 10849/? [1:01:58<00:00,  2.92it/s]\nEpoch 0: |          | 10849/? [1:01:58<00:00,  2.92it/s]\nEpoch 0: |          | 10850/? [1:01:58<00:00,  2.92it/s]\nEpoch 0: |          | 10850/? [1:01:58<00:00,  2.92it/s]\nEpoch 0: |          | 10851/? [1:01:58<00:00,  2.92it/s]\nEpoch 0: |          | 10851/? [1:01:58<00:00,  2.92it/s]\nEpoch 0: |          | 10852/? [1:01:59<00:00,  2.92it/s]\nEpoch 0: |          | 10852/? [1:01:59<00:00,  2.92it/s]\nEpoch 0: |          | 10853/? [1:01:59<00:00,  2.92it/s]\nEpoch 0: |          | 10853/? [1:01:59<00:00,  2.92it/s]\nEpoch 0: |          | 10854/? [1:01:59<00:00,  2.92it/s]\nEpoch 0: |          | 10854/? [1:01:59<00:00,  2.92it/s]\nEpoch 0: |          | 10855/? [1:02:00<00:00,  2.92it/s]\nEpoch 0: |          | 10855/? [1:02:00<00:00,  2.92it/s]\nEpoch 0: |          | 10856/? [1:02:00<00:00,  2.92it/s]\nEpoch 0: |          | 10856/? [1:02:00<00:00,  2.92it/s]\nEpoch 0: |          | 10857/? [1:02:00<00:00,  2.92it/s]\nEpoch 0: |          | 10857/? [1:02:00<00:00,  2.92it/s]\nEpoch 0: |          | 10858/? [1:02:00<00:00,  2.92it/s]\nEpoch 0: |          | 10858/? [1:02:00<00:00,  2.92it/s]\nEpoch 0: |          | 10859/? [1:02:01<00:00,  2.92it/s]\nEpoch 0: |          | 10859/? [1:02:01<00:00,  2.92it/s]\nEpoch 0: |          | 10860/? [1:02:01<00:00,  2.92it/s]\nEpoch 0: |          | 10860/? [1:02:01<00:00,  2.92it/s]\nEpoch 0: |          | 10861/? [1:02:01<00:00,  2.92it/s]\nEpoch 0: |          | 10861/? [1:02:01<00:00,  2.92it/s]\nEpoch 0: |          | 10862/? [1:02:02<00:00,  2.92it/s]\nEpoch 0: |          | 10862/? [1:02:02<00:00,  2.92it/s]\nEpoch 0: |          | 10863/? [1:02:02<00:00,  2.92it/s]\nEpoch 0: |          | 10863/? [1:02:02<00:00,  2.92it/s]\nEpoch 0: |          | 10864/? [1:02:02<00:00,  2.92it/s]\nEpoch 0: |          | 10864/? [1:02:02<00:00,  2.92it/s]\nEpoch 0: |          | 10865/? [1:02:03<00:00,  2.92it/s]\nEpoch 0: |          | 10865/? [1:02:03<00:00,  2.92it/s]\nEpoch 0: |          | 10866/? [1:02:03<00:00,  2.92it/s]\nEpoch 0: |          | 10866/? [1:02:03<00:00,  2.92it/s]\nEpoch 0: |          | 10867/? [1:02:03<00:00,  2.92it/s]\nEpoch 0: |          | 10867/? [1:02:03<00:00,  2.92it/s]\nEpoch 0: |          | 10868/? [1:02:04<00:00,  2.92it/s]\nEpoch 0: |          | 10868/? [1:02:04<00:00,  2.92it/s]\nEpoch 0: |          | 10869/? [1:02:04<00:00,  2.92it/s]\nEpoch 0: |          | 10869/? [1:02:04<00:00,  2.92it/s]\nEpoch 0: |          | 10870/? [1:02:04<00:00,  2.92it/s]\nEpoch 0: |          | 10870/? [1:02:04<00:00,  2.92it/s]\nEpoch 0: |          | 10871/? [1:02:05<00:00,  2.92it/s]\nEpoch 0: |          | 10871/? [1:02:05<00:00,  2.92it/s]\nEpoch 0: |          | 10872/? [1:02:05<00:00,  2.92it/s]\nEpoch 0: |          | 10872/? [1:02:05<00:00,  2.92it/s]\nEpoch 0: |          | 10873/? [1:02:05<00:00,  2.92it/s]\nEpoch 0: |          | 10873/? [1:02:05<00:00,  2.92it/s]\nEpoch 0: |          | 10874/? [1:02:06<00:00,  2.92it/s]\nEpoch 0: |          | 10874/? [1:02:06<00:00,  2.92it/s]\nEpoch 0: |          | 10875/? [1:02:06<00:00,  2.92it/s]\nEpoch 0: |          | 10875/? [1:02:06<00:00,  2.92it/s]\nEpoch 0: |          | 10876/? [1:02:06<00:00,  2.92it/s]\nEpoch 0: |          | 10876/? [1:02:06<00:00,  2.92it/s]\nEpoch 0: |          | 10877/? [1:02:07<00:00,  2.92it/s]\nEpoch 0: |          | 10877/? [1:02:07<00:00,  2.92it/s]\nEpoch 0: |          | 10878/? [1:02:07<00:00,  2.92it/s]\nEpoch 0: |          | 10878/? [1:02:07<00:00,  2.92it/s]\nEpoch 0: |          | 10879/? [1:02:07<00:00,  2.92it/s]\nEpoch 0: |          | 10879/? [1:02:07<00:00,  2.92it/s]\nEpoch 0: |          | 10880/? [1:02:08<00:00,  2.92it/s]\nEpoch 0: |          | 10880/? [1:02:08<00:00,  2.92it/s]\nEpoch 0: |          | 10881/? [1:02:08<00:00,  2.92it/s]\nEpoch 0: |          | 10881/? [1:02:08<00:00,  2.92it/s]\nEpoch 0: |          | 10882/? [1:02:08<00:00,  2.92it/s]\nEpoch 0: |          | 10882/? [1:02:08<00:00,  2.92it/s]\nEpoch 0: |          | 10883/? [1:02:08<00:00,  2.92it/s]\nEpoch 0: |          | 10883/? [1:02:08<00:00,  2.92it/s]\nEpoch 0: |          | 10884/? [1:02:09<00:00,  2.92it/s]\nEpoch 0: |          | 10884/? [1:02:09<00:00,  2.92it/s]\nEpoch 0: |          | 10885/? [1:02:09<00:00,  2.92it/s]\nEpoch 0: |          | 10885/? [1:02:09<00:00,  2.92it/s]\nEpoch 0: |          | 10886/? [1:02:09<00:00,  2.92it/s]\nEpoch 0: |          | 10886/? [1:02:09<00:00,  2.92it/s]\nEpoch 0: |          | 10887/? [1:02:10<00:00,  2.92it/s]\nEpoch 0: |          | 10887/? [1:02:10<00:00,  2.92it/s]\nEpoch 0: |          | 10888/? [1:02:10<00:00,  2.92it/s]\nEpoch 0: |          | 10888/? [1:02:10<00:00,  2.92it/s]\nEpoch 0: |          | 10889/? [1:02:10<00:00,  2.92it/s]\nEpoch 0: |          | 10889/? [1:02:10<00:00,  2.92it/s]\nEpoch 0: |          | 10890/? [1:02:11<00:00,  2.92it/s]\nEpoch 0: |          | 10890/? [1:02:11<00:00,  2.92it/s]\nEpoch 0: |          | 10891/? [1:02:11<00:00,  2.92it/s]\nEpoch 0: |          | 10891/? [1:02:11<00:00,  2.92it/s]\nEpoch 0: |          | 10892/? [1:02:11<00:00,  2.92it/s]\nEpoch 0: |          | 10892/? [1:02:11<00:00,  2.92it/s]\nEpoch 0: |          | 10893/? [1:02:12<00:00,  2.92it/s]\nEpoch 0: |          | 10893/? [1:02:12<00:00,  2.92it/s]\nEpoch 0: |          | 10894/? [1:02:12<00:00,  2.92it/s]\nEpoch 0: |          | 10894/? [1:02:12<00:00,  2.92it/s]\nEpoch 0: |          | 10895/? [1:02:12<00:00,  2.92it/s]\nEpoch 0: |          | 10895/? [1:02:12<00:00,  2.92it/s]\nEpoch 0: |          | 10896/? [1:02:13<00:00,  2.92it/s]\nEpoch 0: |          | 10896/? [1:02:13<00:00,  2.92it/s]\nEpoch 0: |          | 10897/? [1:02:13<00:00,  2.92it/s]\nEpoch 0: |          | 10897/? [1:02:13<00:00,  2.92it/s]\nEpoch 0: |          | 10898/? [1:02:13<00:00,  2.92it/s]\nEpoch 0: |          | 10898/? [1:02:13<00:00,  2.92it/s]\nEpoch 0: |          | 10899/? [1:02:14<00:00,  2.92it/s]\nEpoch 0: |          | 10899/? [1:02:14<00:00,  2.92it/s]\nEpoch 0: |          | 10900/? [1:02:14<00:00,  2.92it/s]\nEpoch 0: |          | 10900/? [1:02:14<00:00,  2.92it/s]\nEpoch 0: |          | 10901/? [1:02:14<00:00,  2.92it/s]\nEpoch 0: |          | 10901/? [1:02:14<00:00,  2.92it/s]\nEpoch 0: |          | 10902/? [1:02:15<00:00,  2.92it/s]\nEpoch 0: |          | 10902/? [1:02:15<00:00,  2.92it/s]\nEpoch 0: |          | 10903/? [1:02:15<00:00,  2.92it/s]\nEpoch 0: |          | 10903/? [1:02:15<00:00,  2.92it/s]\nEpoch 0: |          | 10904/? [1:02:15<00:00,  2.92it/s]\nEpoch 0: |          | 10904/? [1:02:15<00:00,  2.92it/s]\nEpoch 0: |          | 10905/? [1:02:15<00:00,  2.92it/s]\nEpoch 0: |          | 10905/? [1:02:15<00:00,  2.92it/s]\nEpoch 0: |          | 10906/? [1:02:16<00:00,  2.92it/s]\nEpoch 0: |          | 10906/? [1:02:16<00:00,  2.92it/s]\nEpoch 0: |          | 10907/? [1:02:16<00:00,  2.92it/s]\nEpoch 0: |          | 10907/? [1:02:16<00:00,  2.92it/s]\nEpoch 0: |          | 10908/? [1:02:16<00:00,  2.92it/s]\nEpoch 0: |          | 10908/? [1:02:16<00:00,  2.92it/s]\nEpoch 0: |          | 10909/? [1:02:17<00:00,  2.92it/s]\nEpoch 0: |          | 10909/? [1:02:17<00:00,  2.92it/s]\nEpoch 0: |          | 10910/? [1:02:17<00:00,  2.92it/s]\nEpoch 0: |          | 10910/? [1:02:17<00:00,  2.92it/s]\nEpoch 0: |          | 10911/? [1:02:17<00:00,  2.92it/s]\nEpoch 0: |          | 10911/? [1:02:17<00:00,  2.92it/s]\nEpoch 0: |          | 10912/? [1:02:18<00:00,  2.92it/s]\nEpoch 0: |          | 10912/? [1:02:18<00:00,  2.92it/s]\nEpoch 0: |          | 10913/? [1:02:18<00:00,  2.92it/s]\nEpoch 0: |          | 10913/? [1:02:18<00:00,  2.92it/s]\nEpoch 0: |          | 10914/? [1:02:18<00:00,  2.92it/s]\nEpoch 0: |          | 10914/? [1:02:18<00:00,  2.92it/s]\nEpoch 0: |          | 10915/? [1:02:19<00:00,  2.92it/s]\nEpoch 0: |          | 10915/? [1:02:19<00:00,  2.92it/s]\nEpoch 0: |          | 10916/? [1:02:19<00:00,  2.92it/s]\nEpoch 0: |          | 10916/? [1:02:19<00:00,  2.92it/s]\nEpoch 0: |          | 10917/? [1:02:19<00:00,  2.92it/s]\nEpoch 0: |          | 10917/? [1:02:19<00:00,  2.92it/s]\nEpoch 0: |          | 10918/? [1:02:20<00:00,  2.92it/s]\nEpoch 0: |          | 10918/? [1:02:20<00:00,  2.92it/s]\nEpoch 0: |          | 10919/? [1:02:20<00:00,  2.92it/s]\nEpoch 0: |          | 10919/? [1:02:20<00:00,  2.92it/s]\nEpoch 0: |          | 10920/? [1:02:20<00:00,  2.92it/s]\nEpoch 0: |          | 10920/? [1:02:20<00:00,  2.92it/s]\nEpoch 0: |          | 10921/? [1:02:21<00:00,  2.92it/s]\nEpoch 0: |          | 10921/? [1:02:21<00:00,  2.92it/s]\nEpoch 0: |          | 10922/? [1:02:21<00:00,  2.92it/s]\nEpoch 0: |          | 10922/? [1:02:21<00:00,  2.92it/s]\nEpoch 0: |          | 10923/? [1:02:21<00:00,  2.92it/s]\nEpoch 0: |          | 10923/? [1:02:21<00:00,  2.92it/s]\nEpoch 0: |          | 10924/? [1:02:22<00:00,  2.92it/s]\nEpoch 0: |          | 10924/? [1:02:22<00:00,  2.92it/s]\nEpoch 0: |          | 10925/? [1:02:22<00:00,  2.92it/s]\nEpoch 0: |          | 10925/? [1:02:22<00:00,  2.92it/s]\nEpoch 0: |          | 10926/? [1:02:22<00:00,  2.92it/s]\nEpoch 0: |          | 10926/? [1:02:22<00:00,  2.92it/s]\nEpoch 0: |          | 10927/? [1:02:23<00:00,  2.92it/s]\nEpoch 0: |          | 10927/? [1:02:23<00:00,  2.92it/s]\nEpoch 0: |          | 10928/? [1:02:23<00:00,  2.92it/s]\nEpoch 0: |          | 10928/? [1:02:23<00:00,  2.92it/s]\nEpoch 0: |          | 10929/? [1:02:23<00:00,  2.92it/s]\nEpoch 0: |          | 10929/? [1:02:23<00:00,  2.92it/s]\nEpoch 0: |          | 10930/? [1:02:23<00:00,  2.92it/s]\nEpoch 0: |          | 10930/? [1:02:23<00:00,  2.92it/s]\nEpoch 0: |          | 10931/? [1:02:24<00:00,  2.92it/s]\nEpoch 0: |          | 10931/? [1:02:24<00:00,  2.92it/s]\nEpoch 0: |          | 10932/? [1:02:24<00:00,  2.92it/s]\nEpoch 0: |          | 10932/? [1:02:24<00:00,  2.92it/s]\nEpoch 0: |          | 10933/? [1:02:24<00:00,  2.92it/s]\nEpoch 0: |          | 10933/? [1:02:24<00:00,  2.92it/s]\nEpoch 0: |          | 10934/? [1:02:25<00:00,  2.92it/s]\nEpoch 0: |          | 10934/? [1:02:25<00:00,  2.92it/s]\nEpoch 0: |          | 10935/? [1:02:25<00:00,  2.92it/s]\nEpoch 0: |          | 10935/? [1:02:25<00:00,  2.92it/s]\nEpoch 0: |          | 10936/? [1:02:25<00:00,  2.92it/s]\nEpoch 0: |          | 10936/? [1:02:25<00:00,  2.92it/s]\nEpoch 0: |          | 10937/? [1:02:26<00:00,  2.92it/s]\nEpoch 0: |          | 10937/? [1:02:26<00:00,  2.92it/s]\nEpoch 0: |          | 10938/? [1:02:26<00:00,  2.92it/s]\nEpoch 0: |          | 10938/? [1:02:26<00:00,  2.92it/s]\nEpoch 0: |          | 10939/? [1:02:26<00:00,  2.92it/s]\nEpoch 0: |          | 10939/? [1:02:26<00:00,  2.92it/s]\nEpoch 0: |          | 10940/? [1:02:27<00:00,  2.92it/s]\nEpoch 0: |          | 10940/? [1:02:27<00:00,  2.92it/s]\nEpoch 0: |          | 10941/? [1:02:27<00:00,  2.92it/s]\nEpoch 0: |          | 10941/? [1:02:27<00:00,  2.92it/s]\nEpoch 0: |          | 10942/? [1:02:27<00:00,  2.92it/s]\nEpoch 0: |          | 10942/? [1:02:27<00:00,  2.92it/s]\nEpoch 0: |          | 10943/? [1:02:28<00:00,  2.92it/s]\nEpoch 0: |          | 10943/? [1:02:28<00:00,  2.92it/s]\nEpoch 0: |          | 10944/? [1:02:28<00:00,  2.92it/s]\nEpoch 0: |          | 10944/? [1:02:28<00:00,  2.92it/s]\nEpoch 0: |          | 10945/? [1:02:28<00:00,  2.92it/s]\nEpoch 0: |          | 10945/? [1:02:28<00:00,  2.92it/s]\nEpoch 0: |          | 10946/? [1:02:29<00:00,  2.92it/s]\nEpoch 0: |          | 10946/? [1:02:29<00:00,  2.92it/s]\nEpoch 0: |          | 10947/? [1:02:29<00:00,  2.92it/s]\nEpoch 0: |          | 10947/? [1:02:29<00:00,  2.92it/s]\nEpoch 0: |          | 10948/? [1:02:29<00:00,  2.92it/s]\nEpoch 0: |          | 10948/? [1:02:29<00:00,  2.92it/s]\nEpoch 0: |          | 10949/? [1:02:30<00:00,  2.92it/s]\nEpoch 0: |          | 10949/? [1:02:30<00:00,  2.92it/s]\nEpoch 0: |          | 10950/? [1:02:30<00:00,  2.92it/s]\nEpoch 0: |          | 10950/? [1:02:30<00:00,  2.92it/s]\nEpoch 0: |          | 10951/? [1:02:30<00:00,  2.92it/s]\nEpoch 0: |          | 10951/? [1:02:30<00:00,  2.92it/s]\nEpoch 0: |          | 10952/? [1:02:30<00:00,  2.92it/s]\nEpoch 0: |          | 10952/? [1:02:30<00:00,  2.92it/s]\nEpoch 0: |          | 10953/? [1:02:31<00:00,  2.92it/s]\nEpoch 0: |          | 10953/? [1:02:31<00:00,  2.92it/s]\nEpoch 0: |          | 10954/? [1:02:31<00:00,  2.92it/s]\nEpoch 0: |          | 10954/? [1:02:31<00:00,  2.92it/s]\nEpoch 0: |          | 10955/? [1:02:31<00:00,  2.92it/s]\nEpoch 0: |          | 10955/? [1:02:31<00:00,  2.92it/s]\nEpoch 0: |          | 10956/? [1:02:32<00:00,  2.92it/s]\nEpoch 0: |          | 10956/? [1:02:32<00:00,  2.92it/s]\nEpoch 0: |          | 10957/? [1:02:32<00:00,  2.92it/s]\nEpoch 0: |          | 10957/? [1:02:32<00:00,  2.92it/s]\nEpoch 0: |          | 10958/? [1:02:32<00:00,  2.92it/s]\nEpoch 0: |          | 10958/? [1:02:32<00:00,  2.92it/s]\nEpoch 0: |          | 10959/? [1:02:33<00:00,  2.92it/s]\nEpoch 0: |          | 10959/? [1:02:33<00:00,  2.92it/s]\nEpoch 0: |          | 10960/? [1:02:33<00:00,  2.92it/s]\nEpoch 0: |          | 10960/? [1:02:33<00:00,  2.92it/s]\nEpoch 0: |          | 10961/? [1:02:33<00:00,  2.92it/s]\nEpoch 0: |          | 10961/? [1:02:33<00:00,  2.92it/s]\nEpoch 0: |          | 10962/? [1:02:34<00:00,  2.92it/s]\nEpoch 0: |          | 10962/? [1:02:34<00:00,  2.92it/s]\nEpoch 0: |          | 10963/? [1:02:34<00:00,  2.92it/s]\nEpoch 0: |          | 10963/? [1:02:34<00:00,  2.92it/s]\nEpoch 0: |          | 10964/? [1:02:34<00:00,  2.92it/s]\nEpoch 0: |          | 10964/? [1:02:34<00:00,  2.92it/s]\nEpoch 0: |          | 10965/? [1:02:35<00:00,  2.92it/s]\nEpoch 0: |          | 10965/? [1:02:35<00:00,  2.92it/s]\nEpoch 0: |          | 10966/? [1:02:35<00:00,  2.92it/s]\nEpoch 0: |          | 10966/? [1:02:35<00:00,  2.92it/s]\nEpoch 0: |          | 10967/? [1:02:35<00:00,  2.92it/s]\nEpoch 0: |          | 10967/? [1:02:35<00:00,  2.92it/s]\nEpoch 0: |          | 10968/? [1:02:36<00:00,  2.92it/s]\nEpoch 0: |          | 10968/? [1:02:36<00:00,  2.92it/s]\nEpoch 0: |          | 10969/? [1:02:36<00:00,  2.92it/s]\nEpoch 0: |          | 10969/? [1:02:36<00:00,  2.92it/s]\nEpoch 0: |          | 10970/? [1:02:36<00:00,  2.92it/s]\nEpoch 0: |          | 10970/? [1:02:36<00:00,  2.92it/s]\nEpoch 0: |          | 10971/? [1:02:36<00:00,  2.92it/s]\nEpoch 0: |          | 10971/? [1:02:36<00:00,  2.92it/s]\nEpoch 0: |          | 10972/? [1:02:37<00:00,  2.92it/s]\nEpoch 0: |          | 10972/? [1:02:37<00:00,  2.92it/s]\nEpoch 0: |          | 10973/? [1:02:37<00:00,  2.92it/s]\nEpoch 0: |          | 10973/? [1:02:37<00:00,  2.92it/s]\nEpoch 0: |          | 10974/? [1:02:37<00:00,  2.92it/s]\nEpoch 0: |          | 10974/? [1:02:37<00:00,  2.92it/s]\nEpoch 0: |          | 10975/? [1:02:38<00:00,  2.92it/s]\nEpoch 0: |          | 10975/? [1:02:38<00:00,  2.92it/s]\nEpoch 0: |          | 10976/? [1:02:38<00:00,  2.92it/s]\nEpoch 0: |          | 10976/? [1:02:38<00:00,  2.92it/s]\nEpoch 0: |          | 10977/? [1:02:38<00:00,  2.92it/s]\nEpoch 0: |          | 10977/? [1:02:38<00:00,  2.92it/s]\nEpoch 0: |          | 10978/? [1:02:39<00:00,  2.92it/s]\nEpoch 0: |          | 10978/? [1:02:39<00:00,  2.92it/s]\nEpoch 0: |          | 10979/? [1:02:39<00:00,  2.92it/s]\nEpoch 0: |          | 10979/? [1:02:39<00:00,  2.92it/s]\nEpoch 0: |          | 10980/? [1:02:39<00:00,  2.92it/s]\nEpoch 0: |          | 10980/? [1:02:39<00:00,  2.92it/s]\nEpoch 0: |          | 10981/? [1:02:40<00:00,  2.92it/s]\nEpoch 0: |          | 10981/? [1:02:40<00:00,  2.92it/s]\nEpoch 0: |          | 10982/? [1:02:40<00:00,  2.92it/s]\nEpoch 0: |          | 10982/? [1:02:40<00:00,  2.92it/s]\nEpoch 0: |          | 10983/? [1:02:40<00:00,  2.92it/s]\nEpoch 0: |          | 10983/? [1:02:40<00:00,  2.92it/s]\nEpoch 0: |          | 10984/? [1:02:41<00:00,  2.92it/s]\nEpoch 0: |          | 10984/? [1:02:41<00:00,  2.92it/s]\nEpoch 0: |          | 10985/? [1:02:41<00:00,  2.92it/s]\nEpoch 0: |          | 10985/? [1:02:41<00:00,  2.92it/s]\nEpoch 0: |          | 10986/? [1:02:41<00:00,  2.92it/s]\nEpoch 0: |          | 10986/? [1:02:41<00:00,  2.92it/s]\nEpoch 0: |          | 10987/? [1:02:42<00:00,  2.92it/s]\nEpoch 0: |          | 10987/? [1:02:42<00:00,  2.92it/s]\nEpoch 0: |          | 10988/? [1:02:42<00:00,  2.92it/s]\nEpoch 0: |          | 10988/? [1:02:42<00:00,  2.92it/s]\nEpoch 0: |          | 10989/? [1:02:42<00:00,  2.92it/s]\nEpoch 0: |          | 10989/? [1:02:42<00:00,  2.92it/s]\nEpoch 0: |          | 10990/? [1:02:43<00:00,  2.92it/s]\nEpoch 0: |          | 10990/? [1:02:43<00:00,  2.92it/s]\nEpoch 0: |          | 10991/? [1:02:43<00:00,  2.92it/s]\nEpoch 0: |          | 10991/? [1:02:43<00:00,  2.92it/s]\nEpoch 0: |          | 10992/? [1:02:43<00:00,  2.92it/s]\nEpoch 0: |          | 10992/? [1:02:43<00:00,  2.92it/s]\nEpoch 0: |          | 10993/? [1:02:44<00:00,  2.92it/s]\nEpoch 0: |          | 10993/? [1:02:44<00:00,  2.92it/s]\nEpoch 0: |          | 10994/? [1:02:44<00:00,  2.92it/s]\nEpoch 0: |          | 10994/? [1:02:44<00:00,  2.92it/s]\nEpoch 0: |          | 10995/? [1:02:44<00:00,  2.92it/s]\nEpoch 0: |          | 10995/? [1:02:44<00:00,  2.92it/s]\nEpoch 0: |          | 10996/? [1:02:45<00:00,  2.92it/s]\nEpoch 0: |          | 10996/? [1:02:45<00:00,  2.92it/s]\nEpoch 0: |          | 10997/? [1:02:45<00:00,  2.92it/s]\nEpoch 0: |          | 10997/? [1:02:45<00:00,  2.92it/s]\nEpoch 0: |          | 10998/? [1:02:45<00:00,  2.92it/s]\nEpoch 0: |          | 10998/? [1:02:45<00:00,  2.92it/s]\nEpoch 0: |          | 10999/? [1:02:45<00:00,  2.92it/s]\nEpoch 0: |          | 10999/? [1:02:45<00:00,  2.92it/s]\nEpoch 0: |          | 11000/? [1:02:46<00:00,  2.92it/s]\nEpoch 0: |          | 11000/? [1:02:46<00:00,  2.92it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.59it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.88it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.70it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.56it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 11000/? [1:02:46<00:00,  2.92it/s]\nEpoch 0: |          | 11001/? [1:02:46<00:00,  2.92it/s]\nEpoch 0: |          | 11001/? [1:02:46<00:00,  2.92it/s]\nEpoch 0: |          | 11002/? [1:02:47<00:00,  2.92it/s]\nEpoch 0: |          | 11002/? [1:02:47<00:00,  2.92it/s]\nEpoch 0: |          | 11003/? [1:02:47<00:00,  2.92it/s]\nEpoch 0: |          | 11003/? [1:02:47<00:00,  2.92it/s]\nEpoch 0: |          | 11004/? [1:02:47<00:00,  2.92it/s]\nEpoch 0: |          | 11004/? [1:02:47<00:00,  2.92it/s]\nEpoch 0: |          | 11005/? [1:02:48<00:00,  2.92it/s]\nEpoch 0: |          | 11005/? [1:02:48<00:00,  2.92it/s]\nEpoch 0: |          | 11006/? [1:02:48<00:00,  2.92it/s]\nEpoch 0: |          | 11006/? [1:02:48<00:00,  2.92it/s]\nEpoch 0: |          | 11007/? [1:02:48<00:00,  2.92it/s]\nEpoch 0: |          | 11007/? [1:02:48<00:00,  2.92it/s]\nEpoch 0: |          | 11008/? [1:02:49<00:00,  2.92it/s]\nEpoch 0: |          | 11008/? [1:02:49<00:00,  2.92it/s]\nEpoch 0: |          | 11009/? [1:02:49<00:00,  2.92it/s]\nEpoch 0: |          | 11009/? [1:02:49<00:00,  2.92it/s]\nEpoch 0: |          | 11010/? [1:02:49<00:00,  2.92it/s]\nEpoch 0: |          | 11010/? [1:02:49<00:00,  2.92it/s]\nEpoch 0: |          | 11011/? [1:02:50<00:00,  2.92it/s]\nEpoch 0: |          | 11011/? [1:02:50<00:00,  2.92it/s]\nEpoch 0: |          | 11012/? [1:02:50<00:00,  2.92it/s]\nEpoch 0: |          | 11012/? [1:02:50<00:00,  2.92it/s]\nEpoch 0: |          | 11013/? [1:02:50<00:00,  2.92it/s]\nEpoch 0: |          | 11013/? [1:02:50<00:00,  2.92it/s]\nEpoch 0: |          | 11014/? [1:02:50<00:00,  2.92it/s]\nEpoch 0: |          | 11014/? [1:02:50<00:00,  2.92it/s]\nEpoch 0: |          | 11015/? [1:02:51<00:00,  2.92it/s]\nEpoch 0: |          | 11015/? [1:02:51<00:00,  2.92it/s]\nEpoch 0: |          | 11016/? [1:02:51<00:00,  2.92it/s]\nEpoch 0: |          | 11016/? [1:02:51<00:00,  2.92it/s]\nEpoch 0: |          | 11017/? [1:02:51<00:00,  2.92it/s]\nEpoch 0: |          | 11017/? [1:02:51<00:00,  2.92it/s]\nEpoch 0: |          | 11018/? [1:02:52<00:00,  2.92it/s]\nEpoch 0: |          | 11018/? [1:02:52<00:00,  2.92it/s]\nEpoch 0: |          | 11019/? [1:02:52<00:00,  2.92it/s]\nEpoch 0: |          | 11019/? [1:02:52<00:00,  2.92it/s]\nEpoch 0: |          | 11020/? [1:02:52<00:00,  2.92it/s]\nEpoch 0: |          | 11020/? [1:02:52<00:00,  2.92it/s]\nEpoch 0: |          | 11021/? [1:02:53<00:00,  2.92it/s]\nEpoch 0: |          | 11021/? [1:02:53<00:00,  2.92it/s]\nEpoch 0: |          | 11022/? [1:02:53<00:00,  2.92it/s]\nEpoch 0: |          | 11022/? [1:02:53<00:00,  2.92it/s]\nEpoch 0: |          | 11023/? [1:02:53<00:00,  2.92it/s]\nEpoch 0: |          | 11023/? [1:02:53<00:00,  2.92it/s]\nEpoch 0: |          | 11024/? [1:02:54<00:00,  2.92it/s]\nEpoch 0: |          | 11024/? [1:02:54<00:00,  2.92it/s]\nEpoch 0: |          | 11025/? [1:02:54<00:00,  2.92it/s]\nEpoch 0: |          | 11025/? [1:02:54<00:00,  2.92it/s]\nEpoch 0: |          | 11026/? [1:02:54<00:00,  2.92it/s]\nEpoch 0: |          | 11026/? [1:02:54<00:00,  2.92it/s]\nEpoch 0: |          | 11027/? [1:02:55<00:00,  2.92it/s]\nEpoch 0: |          | 11027/? [1:02:55<00:00,  2.92it/s]\nEpoch 0: |          | 11028/? [1:02:55<00:00,  2.92it/s]\nEpoch 0: |          | 11028/? [1:02:55<00:00,  2.92it/s]\nEpoch 0: |          | 11029/? [1:02:55<00:00,  2.92it/s]\nEpoch 0: |          | 11029/? [1:02:55<00:00,  2.92it/s]\nEpoch 0: |          | 11030/? [1:02:56<00:00,  2.92it/s]\nEpoch 0: |          | 11030/? [1:02:56<00:00,  2.92it/s]\nEpoch 0: |          | 11031/? [1:02:56<00:00,  2.92it/s]\nEpoch 0: |          | 11031/? [1:02:56<00:00,  2.92it/s]\nEpoch 0: |          | 11032/? [1:02:56<00:00,  2.92it/s]\nEpoch 0: |          | 11032/? [1:02:56<00:00,  2.92it/s]\nEpoch 0: |          | 11033/? [1:02:57<00:00,  2.92it/s]\nEpoch 0: |          | 11033/? [1:02:57<00:00,  2.92it/s]\nEpoch 0: |          | 11034/? [1:02:57<00:00,  2.92it/s]\nEpoch 0: |          | 11034/? [1:02:57<00:00,  2.92it/s]\nEpoch 0: |          | 11035/? [1:02:57<00:00,  2.92it/s]\nEpoch 0: |          | 11035/? [1:02:57<00:00,  2.92it/s]\nEpoch 0: |          | 11036/? [1:02:57<00:00,  2.92it/s]\nEpoch 0: |          | 11036/? [1:02:57<00:00,  2.92it/s]\nEpoch 0: |          | 11037/? [1:02:58<00:00,  2.92it/s]\nEpoch 0: |          | 11037/? [1:02:58<00:00,  2.92it/s]\nEpoch 0: |          | 11038/? [1:02:58<00:00,  2.92it/s]\nEpoch 0: |          | 11038/? [1:02:58<00:00,  2.92it/s]\nEpoch 0: |          | 11039/? [1:02:58<00:00,  2.92it/s]\nEpoch 0: |          | 11039/? [1:02:58<00:00,  2.92it/s]\nEpoch 0: |          | 11040/? [1:02:59<00:00,  2.92it/s]\nEpoch 0: |          | 11040/? [1:02:59<00:00,  2.92it/s]\nEpoch 0: |          | 11041/? [1:02:59<00:00,  2.92it/s]\nEpoch 0: |          | 11041/? [1:02:59<00:00,  2.92it/s]\nEpoch 0: |          | 11042/? [1:02:59<00:00,  2.92it/s]\nEpoch 0: |          | 11042/? [1:02:59<00:00,  2.92it/s]\nEpoch 0: |          | 11043/? [1:03:00<00:00,  2.92it/s]\nEpoch 0: |          | 11043/? [1:03:00<00:00,  2.92it/s]\nEpoch 0: |          | 11044/? [1:03:00<00:00,  2.92it/s]\nEpoch 0: |          | 11044/? [1:03:00<00:00,  2.92it/s]\nEpoch 0: |          | 11045/? [1:03:00<00:00,  2.92it/s]\nEpoch 0: |          | 11045/? [1:03:00<00:00,  2.92it/s]\nEpoch 0: |          | 11046/? [1:03:01<00:00,  2.92it/s]\nEpoch 0: |          | 11046/? [1:03:01<00:00,  2.92it/s]\nEpoch 0: |          | 11047/? [1:03:01<00:00,  2.92it/s]\nEpoch 0: |          | 11047/? [1:03:01<00:00,  2.92it/s]\nEpoch 0: |          | 11048/? [1:03:01<00:00,  2.92it/s]\nEpoch 0: |          | 11048/? [1:03:01<00:00,  2.92it/s]\nEpoch 0: |          | 11049/? [1:03:02<00:00,  2.92it/s]\nEpoch 0: |          | 11049/? [1:03:02<00:00,  2.92it/s]\nEpoch 0: |          | 11050/? [1:03:02<00:00,  2.92it/s]\nEpoch 0: |          | 11050/? [1:03:02<00:00,  2.92it/s]\nEpoch 0: |          | 11051/? [1:03:02<00:00,  2.92it/s]\nEpoch 0: |          | 11051/? [1:03:02<00:00,  2.92it/s]\nEpoch 0: |          | 11052/? [1:03:03<00:00,  2.92it/s]\nEpoch 0: |          | 11052/? [1:03:03<00:00,  2.92it/s]\nEpoch 0: |          | 11053/? [1:03:03<00:00,  2.92it/s]\nEpoch 0: |          | 11053/? [1:03:03<00:00,  2.92it/s]\nEpoch 0: |          | 11054/? [1:03:03<00:00,  2.92it/s]\nEpoch 0: |          | 11054/? [1:03:03<00:00,  2.92it/s]\nEpoch 0: |          | 11055/? [1:03:03<00:00,  2.92it/s]\nEpoch 0: |          | 11055/? [1:03:03<00:00,  2.92it/s]\nEpoch 0: |          | 11056/? [1:03:04<00:00,  2.92it/s]\nEpoch 0: |          | 11056/? [1:03:04<00:00,  2.92it/s]\nEpoch 0: |          | 11057/? [1:03:04<00:00,  2.92it/s]\nEpoch 0: |          | 11057/? [1:03:04<00:00,  2.92it/s]\nEpoch 0: |          | 11058/? [1:03:04<00:00,  2.92it/s]\nEpoch 0: |          | 11058/? [1:03:04<00:00,  2.92it/s]\nEpoch 0: |          | 11059/? [1:03:05<00:00,  2.92it/s]\nEpoch 0: |          | 11059/? [1:03:05<00:00,  2.92it/s]\nEpoch 0: |          | 11060/? [1:03:05<00:00,  2.92it/s]\nEpoch 0: |          | 11060/? [1:03:05<00:00,  2.92it/s]\nEpoch 0: |          | 11061/? [1:03:05<00:00,  2.92it/s]\nEpoch 0: |          | 11061/? [1:03:05<00:00,  2.92it/s]\nEpoch 0: |          | 11062/? [1:03:06<00:00,  2.92it/s]\nEpoch 0: |          | 11062/? [1:03:06<00:00,  2.92it/s]\nEpoch 0: |          | 11063/? [1:03:06<00:00,  2.92it/s]\nEpoch 0: |          | 11063/? [1:03:06<00:00,  2.92it/s]\nEpoch 0: |          | 11064/? [1:03:06<00:00,  2.92it/s]\nEpoch 0: |          | 11064/? [1:03:06<00:00,  2.92it/s]\nEpoch 0: |          | 11065/? [1:03:07<00:00,  2.92it/s]\nEpoch 0: |          | 11065/? [1:03:07<00:00,  2.92it/s]\nEpoch 0: |          | 11066/? [1:03:07<00:00,  2.92it/s]\nEpoch 0: |          | 11066/? [1:03:07<00:00,  2.92it/s]\nEpoch 0: |          | 11067/? [1:03:07<00:00,  2.92it/s]\nEpoch 0: |          | 11067/? [1:03:07<00:00,  2.92it/s]\nEpoch 0: |          | 11068/? [1:03:08<00:00,  2.92it/s]\nEpoch 0: |          | 11068/? [1:03:08<00:00,  2.92it/s]\nEpoch 0: |          | 11069/? [1:03:08<00:00,  2.92it/s]\nEpoch 0: |          | 11069/? [1:03:08<00:00,  2.92it/s]\nEpoch 0: |          | 11070/? [1:03:08<00:00,  2.92it/s]\nEpoch 0: |          | 11070/? [1:03:08<00:00,  2.92it/s]\nEpoch 0: |          | 11071/? [1:03:09<00:00,  2.92it/s]\nEpoch 0: |          | 11071/? [1:03:09<00:00,  2.92it/s]\nEpoch 0: |          | 11072/? [1:03:09<00:00,  2.92it/s]\nEpoch 0: |          | 11072/? [1:03:09<00:00,  2.92it/s]\nEpoch 0: |          | 11073/? [1:03:09<00:00,  2.92it/s]\nEpoch 0: |          | 11073/? [1:03:09<00:00,  2.92it/s]\nEpoch 0: |          | 11074/? [1:03:09<00:00,  2.92it/s]\nEpoch 0: |          | 11074/? [1:03:09<00:00,  2.92it/s]\nEpoch 0: |          | 11075/? [1:03:10<00:00,  2.92it/s]\nEpoch 0: |          | 11075/? [1:03:10<00:00,  2.92it/s]\nEpoch 0: |          | 11076/? [1:03:10<00:00,  2.92it/s]\nEpoch 0: |          | 11076/? [1:03:10<00:00,  2.92it/s]\nEpoch 0: |          | 11077/? [1:03:10<00:00,  2.92it/s]\nEpoch 0: |          | 11077/? [1:03:10<00:00,  2.92it/s]\nEpoch 0: |          | 11078/? [1:03:11<00:00,  2.92it/s]\nEpoch 0: |          | 11078/? [1:03:11<00:00,  2.92it/s]\nEpoch 0: |          | 11079/? [1:03:11<00:00,  2.92it/s]\nEpoch 0: |          | 11079/? [1:03:11<00:00,  2.92it/s]\nEpoch 0: |          | 11080/? [1:03:11<00:00,  2.92it/s]\nEpoch 0: |          | 11080/? [1:03:11<00:00,  2.92it/s]\nEpoch 0: |          | 11081/? [1:03:12<00:00,  2.92it/s]\nEpoch 0: |          | 11081/? [1:03:12<00:00,  2.92it/s]\nEpoch 0: |          | 11082/? [1:03:12<00:00,  2.92it/s]\nEpoch 0: |          | 11082/? [1:03:12<00:00,  2.92it/s]\nEpoch 0: |          | 11083/? [1:03:12<00:00,  2.92it/s]\nEpoch 0: |          | 11083/? [1:03:12<00:00,  2.92it/s]\nEpoch 0: |          | 11084/? [1:03:13<00:00,  2.92it/s]\nEpoch 0: |          | 11084/? [1:03:13<00:00,  2.92it/s]\nEpoch 0: |          | 11085/? [1:03:13<00:00,  2.92it/s]\nEpoch 0: |          | 11085/? [1:03:13<00:00,  2.92it/s]\nEpoch 0: |          | 11086/? [1:03:13<00:00,  2.92it/s]\nEpoch 0: |          | 11086/? [1:03:13<00:00,  2.92it/s]\nEpoch 0: |          | 11087/? [1:03:14<00:00,  2.92it/s]\nEpoch 0: |          | 11087/? [1:03:14<00:00,  2.92it/s]\nEpoch 0: |          | 11088/? [1:03:14<00:00,  2.92it/s]\nEpoch 0: |          | 11088/? [1:03:14<00:00,  2.92it/s]\nEpoch 0: |          | 11089/? [1:03:14<00:00,  2.92it/s]\nEpoch 0: |          | 11089/? [1:03:14<00:00,  2.92it/s]\nEpoch 0: |          | 11090/? [1:03:14<00:00,  2.92it/s]\nEpoch 0: |          | 11090/? [1:03:14<00:00,  2.92it/s]\nEpoch 0: |          | 11091/? [1:03:15<00:00,  2.92it/s]\nEpoch 0: |          | 11091/? [1:03:15<00:00,  2.92it/s]\nEpoch 0: |          | 11092/? [1:03:15<00:00,  2.92it/s]\nEpoch 0: |          | 11092/? [1:03:15<00:00,  2.92it/s]\nEpoch 0: |          | 11093/? [1:03:15<00:00,  2.92it/s]\nEpoch 0: |          | 11093/? [1:03:15<00:00,  2.92it/s]\nEpoch 0: |          | 11094/? [1:03:16<00:00,  2.92it/s]\nEpoch 0: |          | 11094/? [1:03:16<00:00,  2.92it/s]\nEpoch 0: |          | 11095/? [1:03:16<00:00,  2.92it/s]\nEpoch 0: |          | 11095/? [1:03:16<00:00,  2.92it/s]\nEpoch 0: |          | 11096/? [1:03:16<00:00,  2.92it/s]\nEpoch 0: |          | 11096/? [1:03:16<00:00,  2.92it/s]\nEpoch 0: |          | 11097/? [1:03:17<00:00,  2.92it/s]\nEpoch 0: |          | 11097/? [1:03:17<00:00,  2.92it/s]\nEpoch 0: |          | 11098/? [1:03:17<00:00,  2.92it/s]\nEpoch 0: |          | 11098/? [1:03:17<00:00,  2.92it/s]\nEpoch 0: |          | 11099/? [1:03:17<00:00,  2.92it/s]\nEpoch 0: |          | 11099/? [1:03:17<00:00,  2.92it/s]\nEpoch 0: |          | 11100/? [1:03:18<00:00,  2.92it/s]\nEpoch 0: |          | 11100/? [1:03:18<00:00,  2.92it/s]\nEpoch 0: |          | 11101/? [1:03:18<00:00,  2.92it/s]\nEpoch 0: |          | 11101/? [1:03:18<00:00,  2.92it/s]\nEpoch 0: |          | 11102/? [1:03:18<00:00,  2.92it/s]\nEpoch 0: |          | 11102/? [1:03:18<00:00,  2.92it/s]\nEpoch 0: |          | 11103/? [1:03:19<00:00,  2.92it/s]\nEpoch 0: |          | 11103/? [1:03:19<00:00,  2.92it/s]\nEpoch 0: |          | 11104/? [1:03:19<00:00,  2.92it/s]\nEpoch 0: |          | 11104/? [1:03:19<00:00,  2.92it/s]\nEpoch 0: |          | 11105/? [1:03:19<00:00,  2.92it/s]\nEpoch 0: |          | 11105/? [1:03:19<00:00,  2.92it/s]\nEpoch 0: |          | 11106/? [1:03:19<00:00,  2.92it/s]\nEpoch 0: |          | 11106/? [1:03:19<00:00,  2.92it/s]\nEpoch 0: |          | 11107/? [1:03:20<00:00,  2.92it/s]\nEpoch 0: |          | 11107/? [1:03:20<00:00,  2.92it/s]\nEpoch 0: |          | 11108/? [1:03:20<00:00,  2.92it/s]\nEpoch 0: |          | 11108/? [1:03:20<00:00,  2.92it/s]\nEpoch 0: |          | 11109/? [1:03:20<00:00,  2.92it/s]\nEpoch 0: |          | 11109/? [1:03:20<00:00,  2.92it/s]\nEpoch 0: |          | 11110/? [1:03:21<00:00,  2.92it/s]\nEpoch 0: |          | 11110/? [1:03:21<00:00,  2.92it/s]\nEpoch 0: |          | 11111/? [1:03:21<00:00,  2.92it/s]\nEpoch 0: |          | 11111/? [1:03:21<00:00,  2.92it/s]\nEpoch 0: |          | 11112/? [1:03:21<00:00,  2.92it/s]\nEpoch 0: |          | 11112/? [1:03:21<00:00,  2.92it/s]\nEpoch 0: |          | 11113/? [1:03:22<00:00,  2.92it/s]\nEpoch 0: |          | 11113/? [1:03:22<00:00,  2.92it/s]\nEpoch 0: |          | 11114/? [1:03:22<00:00,  2.92it/s]\nEpoch 0: |          | 11114/? [1:03:22<00:00,  2.92it/s]\nEpoch 0: |          | 11115/? [1:03:22<00:00,  2.92it/s]\nEpoch 0: |          | 11115/? [1:03:22<00:00,  2.92it/s]\nEpoch 0: |          | 11116/? [1:03:23<00:00,  2.92it/s]\nEpoch 0: |          | 11116/? [1:03:23<00:00,  2.92it/s]\nEpoch 0: |          | 11117/? [1:03:23<00:00,  2.92it/s]\nEpoch 0: |          | 11117/? [1:03:23<00:00,  2.92it/s]\nEpoch 0: |          | 11118/? [1:03:23<00:00,  2.92it/s]\nEpoch 0: |          | 11118/? [1:03:23<00:00,  2.92it/s]\nEpoch 0: |          | 11119/? [1:03:24<00:00,  2.92it/s]\nEpoch 0: |          | 11119/? [1:03:24<00:00,  2.92it/s]\nEpoch 0: |          | 11120/? [1:03:24<00:00,  2.92it/s]\nEpoch 0: |          | 11120/? [1:03:24<00:00,  2.92it/s]\nEpoch 0: |          | 11121/? [1:03:24<00:00,  2.92it/s]\nEpoch 0: |          | 11121/? [1:03:24<00:00,  2.92it/s]\nEpoch 0: |          | 11122/? [1:03:25<00:00,  2.92it/s]\nEpoch 0: |          | 11122/? [1:03:25<00:00,  2.92it/s]\nEpoch 0: |          | 11123/? [1:03:25<00:00,  2.92it/s]\nEpoch 0: |          | 11123/? [1:03:25<00:00,  2.92it/s]\nEpoch 0: |          | 11124/? [1:03:25<00:00,  2.92it/s]\nEpoch 0: |          | 11124/? [1:03:25<00:00,  2.92it/s]\nEpoch 0: |          | 11125/? [1:03:25<00:00,  2.92it/s]\nEpoch 0: |          | 11125/? [1:03:25<00:00,  2.92it/s]\nEpoch 0: |          | 11126/? [1:03:26<00:00,  2.92it/s]\nEpoch 0: |          | 11126/? [1:03:26<00:00,  2.92it/s]\nEpoch 0: |          | 11127/? [1:03:26<00:00,  2.92it/s]\nEpoch 0: |          | 11127/? [1:03:26<00:00,  2.92it/s]\nEpoch 0: |          | 11128/? [1:03:26<00:00,  2.92it/s]\nEpoch 0: |          | 11128/? [1:03:26<00:00,  2.92it/s]\nEpoch 0: |          | 11129/? [1:03:27<00:00,  2.92it/s]\nEpoch 0: |          | 11129/? [1:03:27<00:00,  2.92it/s]\nEpoch 0: |          | 11130/? [1:03:27<00:00,  2.92it/s]\nEpoch 0: |          | 11130/? [1:03:27<00:00,  2.92it/s]\nEpoch 0: |          | 11131/? [1:03:27<00:00,  2.92it/s]\nEpoch 0: |          | 11131/? [1:03:27<00:00,  2.92it/s]\nEpoch 0: |          | 11132/? [1:03:28<00:00,  2.92it/s]\nEpoch 0: |          | 11132/? [1:03:28<00:00,  2.92it/s]\nEpoch 0: |          | 11133/? [1:03:28<00:00,  2.92it/s]\nEpoch 0: |          | 11133/? [1:03:28<00:00,  2.92it/s]\nEpoch 0: |          | 11134/? [1:03:28<00:00,  2.92it/s]\nEpoch 0: |          | 11134/? [1:03:28<00:00,  2.92it/s]\nEpoch 0: |          | 11135/? [1:03:29<00:00,  2.92it/s]\nEpoch 0: |          | 11135/? [1:03:29<00:00,  2.92it/s]\nEpoch 0: |          | 11136/? [1:03:29<00:00,  2.92it/s]\nEpoch 0: |          | 11136/? [1:03:29<00:00,  2.92it/s]\nEpoch 0: |          | 11137/? [1:03:29<00:00,  2.92it/s]\nEpoch 0: |          | 11137/? [1:03:29<00:00,  2.92it/s]\nEpoch 0: |          | 11138/? [1:03:30<00:00,  2.92it/s]\nEpoch 0: |          | 11138/? [1:03:30<00:00,  2.92it/s]\nEpoch 0: |          | 11139/? [1:03:30<00:00,  2.92it/s]\nEpoch 0: |          | 11139/? [1:03:30<00:00,  2.92it/s]\nEpoch 0: |          | 11140/? [1:03:30<00:00,  2.92it/s]\nEpoch 0: |          | 11140/? [1:03:30<00:00,  2.92it/s]\nEpoch 0: |          | 11141/? [1:03:31<00:00,  2.92it/s]\nEpoch 0: |          | 11141/? [1:03:31<00:00,  2.92it/s]\nEpoch 0: |          | 11142/? [1:03:31<00:00,  2.92it/s]\nEpoch 0: |          | 11142/? [1:03:31<00:00,  2.92it/s]\nEpoch 0: |          | 11143/? [1:03:31<00:00,  2.92it/s]\nEpoch 0: |          | 11143/? [1:03:31<00:00,  2.92it/s]\nEpoch 0: |          | 11144/? [1:03:32<00:00,  2.92it/s]\nEpoch 0: |          | 11144/? [1:03:32<00:00,  2.92it/s]\nEpoch 0: |          | 11145/? [1:03:32<00:00,  2.92it/s]\nEpoch 0: |          | 11145/? [1:03:32<00:00,  2.92it/s]\nEpoch 0: |          | 11146/? [1:03:32<00:00,  2.92it/s]\nEpoch 0: |          | 11146/? [1:03:32<00:00,  2.92it/s]\nEpoch 0: |          | 11147/? [1:03:32<00:00,  2.92it/s]\nEpoch 0: |          | 11147/? [1:03:32<00:00,  2.92it/s]\nEpoch 0: |          | 11148/? [1:03:33<00:00,  2.92it/s]\nEpoch 0: |          | 11148/? [1:03:33<00:00,  2.92it/s]\nEpoch 0: |          | 11149/? [1:03:33<00:00,  2.92it/s]\nEpoch 0: |          | 11149/? [1:03:33<00:00,  2.92it/s]\nEpoch 0: |          | 11150/? [1:03:33<00:00,  2.92it/s]\nEpoch 0: |          | 11150/? [1:03:33<00:00,  2.92it/s]\nEpoch 0: |          | 11151/? [1:03:34<00:00,  2.92it/s]\nEpoch 0: |          | 11151/? [1:03:34<00:00,  2.92it/s]\nEpoch 0: |          | 11152/? [1:03:34<00:00,  2.92it/s]\nEpoch 0: |          | 11152/? [1:03:34<00:00,  2.92it/s]\nEpoch 0: |          | 11153/? [1:03:34<00:00,  2.92it/s]\nEpoch 0: |          | 11153/? [1:03:34<00:00,  2.92it/s]\nEpoch 0: |          | 11154/? [1:03:35<00:00,  2.92it/s]\nEpoch 0: |          | 11154/? [1:03:35<00:00,  2.92it/s]\nEpoch 0: |          | 11155/? [1:03:35<00:00,  2.92it/s]\nEpoch 0: |          | 11155/? [1:03:35<00:00,  2.92it/s]\nEpoch 0: |          | 11156/? [1:03:35<00:00,  2.92it/s]\nEpoch 0: |          | 11156/? [1:03:35<00:00,  2.92it/s]\nEpoch 0: |          | 11157/? [1:03:36<00:00,  2.92it/s]\nEpoch 0: |          | 11157/? [1:03:36<00:00,  2.92it/s]\nEpoch 0: |          | 11158/? [1:03:36<00:00,  2.92it/s]\nEpoch 0: |          | 11158/? [1:03:36<00:00,  2.92it/s]\nEpoch 0: |          | 11159/? [1:03:36<00:00,  2.92it/s]\nEpoch 0: |          | 11159/? [1:03:36<00:00,  2.92it/s]\nEpoch 0: |          | 11160/? [1:03:37<00:00,  2.92it/s]\nEpoch 0: |          | 11160/? [1:03:37<00:00,  2.92it/s]\nEpoch 0: |          | 11161/? [1:03:37<00:00,  2.92it/s]\nEpoch 0: |          | 11161/? [1:03:37<00:00,  2.92it/s]\nEpoch 0: |          | 11162/? [1:03:37<00:00,  2.92it/s]\nEpoch 0: |          | 11162/? [1:03:37<00:00,  2.92it/s]\nEpoch 0: |          | 11163/? [1:03:38<00:00,  2.92it/s]\nEpoch 0: |          | 11163/? [1:03:38<00:00,  2.92it/s]\nEpoch 0: |          | 11164/? [1:03:38<00:00,  2.92it/s]\nEpoch 0: |          | 11164/? [1:03:38<00:00,  2.92it/s]\nEpoch 0: |          | 11165/? [1:03:38<00:00,  2.92it/s]\nEpoch 0: |          | 11165/? [1:03:38<00:00,  2.92it/s]\nEpoch 0: |          | 11166/? [1:03:38<00:00,  2.92it/s]\nEpoch 0: |          | 11166/? [1:03:38<00:00,  2.92it/s]\nEpoch 0: |          | 11167/? [1:03:39<00:00,  2.92it/s]\nEpoch 0: |          | 11167/? [1:03:39<00:00,  2.92it/s]\nEpoch 0: |          | 11168/? [1:03:39<00:00,  2.92it/s]\nEpoch 0: |          | 11168/? [1:03:39<00:00,  2.92it/s]\nEpoch 0: |          | 11169/? [1:03:39<00:00,  2.92it/s]\nEpoch 0: |          | 11169/? [1:03:39<00:00,  2.92it/s]\nEpoch 0: |          | 11170/? [1:03:40<00:00,  2.92it/s]\nEpoch 0: |          | 11170/? [1:03:40<00:00,  2.92it/s]\nEpoch 0: |          | 11171/? [1:03:40<00:00,  2.92it/s]\nEpoch 0: |          | 11171/? [1:03:40<00:00,  2.92it/s]\nEpoch 0: |          | 11172/? [1:03:40<00:00,  2.92it/s]\nEpoch 0: |          | 11172/? [1:03:40<00:00,  2.92it/s]\nEpoch 0: |          | 11173/? [1:03:41<00:00,  2.92it/s]\nEpoch 0: |          | 11173/? [1:03:41<00:00,  2.92it/s]\nEpoch 0: |          | 11174/? [1:03:41<00:00,  2.92it/s]\nEpoch 0: |          | 11174/? [1:03:41<00:00,  2.92it/s]\nEpoch 0: |          | 11175/? [1:03:41<00:00,  2.92it/s]\nEpoch 0: |          | 11175/? [1:03:41<00:00,  2.92it/s]\nEpoch 0: |          | 11176/? [1:03:42<00:00,  2.92it/s]\nEpoch 0: |          | 11176/? [1:03:42<00:00,  2.92it/s]\nEpoch 0: |          | 11177/? [1:03:42<00:00,  2.92it/s]\nEpoch 0: |          | 11177/? [1:03:42<00:00,  2.92it/s]\nEpoch 0: |          | 11178/? [1:03:42<00:00,  2.92it/s]\nEpoch 0: |          | 11178/? [1:03:42<00:00,  2.92it/s]\nEpoch 0: |          | 11179/? [1:03:43<00:00,  2.92it/s]\nEpoch 0: |          | 11179/? [1:03:43<00:00,  2.92it/s]\nEpoch 0: |          | 11180/? [1:03:43<00:00,  2.92it/s]\nEpoch 0: |          | 11180/? [1:03:43<00:00,  2.92it/s]\nEpoch 0: |          | 11181/? [1:03:43<00:00,  2.92it/s]\nEpoch 0: |          | 11181/? [1:03:43<00:00,  2.92it/s]\nEpoch 0: |          | 11182/? [1:03:44<00:00,  2.92it/s]\nEpoch 0: |          | 11182/? [1:03:44<00:00,  2.92it/s]\nEpoch 0: |          | 11183/? [1:03:44<00:00,  2.92it/s]\nEpoch 0: |          | 11183/? [1:03:44<00:00,  2.92it/s]\nEpoch 0: |          | 11184/? [1:03:44<00:00,  2.92it/s]\nEpoch 0: |          | 11184/? [1:03:44<00:00,  2.92it/s]\nEpoch 0: |          | 11185/? [1:03:45<00:00,  2.92it/s]\nEpoch 0: |          | 11185/? [1:03:45<00:00,  2.92it/s]\nEpoch 0: |          | 11186/? [1:03:45<00:00,  2.92it/s]\nEpoch 0: |          | 11186/? [1:03:45<00:00,  2.92it/s]\nEpoch 0: |          | 11187/? [1:03:45<00:00,  2.92it/s]\nEpoch 0: |          | 11187/? [1:03:45<00:00,  2.92it/s]\nEpoch 0: |          | 11188/? [1:03:45<00:00,  2.92it/s]\nEpoch 0: |          | 11188/? [1:03:45<00:00,  2.92it/s]\nEpoch 0: |          | 11189/? [1:03:46<00:00,  2.92it/s]\nEpoch 0: |          | 11189/? [1:03:46<00:00,  2.92it/s]\nEpoch 0: |          | 11190/? [1:03:46<00:00,  2.92it/s]\nEpoch 0: |          | 11190/? [1:03:46<00:00,  2.92it/s]\nEpoch 0: |          | 11191/? [1:03:46<00:00,  2.92it/s]\nEpoch 0: |          | 11191/? [1:03:46<00:00,  2.92it/s]\nEpoch 0: |          | 11192/? [1:03:47<00:00,  2.92it/s]\nEpoch 0: |          | 11192/? [1:03:47<00:00,  2.92it/s]\nEpoch 0: |          | 11193/? [1:03:47<00:00,  2.92it/s]\nEpoch 0: |          | 11193/? [1:03:47<00:00,  2.92it/s]\nEpoch 0: |          | 11194/? [1:03:47<00:00,  2.92it/s]\nEpoch 0: |          | 11194/? [1:03:47<00:00,  2.92it/s]\nEpoch 0: |          | 11195/? [1:03:48<00:00,  2.92it/s]\nEpoch 0: |          | 11195/? [1:03:48<00:00,  2.92it/s]\nEpoch 0: |          | 11196/? [1:03:48<00:00,  2.92it/s]\nEpoch 0: |          | 11196/? [1:03:48<00:00,  2.92it/s]\nEpoch 0: |          | 11197/? [1:03:48<00:00,  2.92it/s]\nEpoch 0: |          | 11197/? [1:03:48<00:00,  2.92it/s]\nEpoch 0: |          | 11198/? [1:03:49<00:00,  2.92it/s]\nEpoch 0: |          | 11198/? [1:03:49<00:00,  2.92it/s]\nEpoch 0: |          | 11199/? [1:03:49<00:00,  2.92it/s]\nEpoch 0: |          | 11199/? [1:03:49<00:00,  2.92it/s]\nEpoch 0: |          | 11200/? [1:03:49<00:00,  2.92it/s]\nEpoch 0: |          | 11200/? [1:03:49<00:00,  2.92it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.72it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.39it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.68it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.81it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 11200/? [1:03:50<00:00,  2.92it/s]\nEpoch 0: |          | 11201/? [1:03:50<00:00,  2.92it/s]\nEpoch 0: |          | 11201/? [1:03:50<00:00,  2.92it/s]\nEpoch 0: |          | 11202/? [1:03:50<00:00,  2.92it/s]\nEpoch 0: |          | 11202/? [1:03:50<00:00,  2.92it/s]\nEpoch 0: |          | 11203/? [1:03:51<00:00,  2.92it/s]\nEpoch 0: |          | 11203/? [1:03:51<00:00,  2.92it/s]\nEpoch 0: |          | 11204/? [1:03:51<00:00,  2.92it/s]\nEpoch 0: |          | 11204/? [1:03:51<00:00,  2.92it/s]\nEpoch 0: |          | 11205/? [1:03:51<00:00,  2.92it/s]\nEpoch 0: |          | 11205/? [1:03:51<00:00,  2.92it/s]\nEpoch 0: |          | 11206/? [1:03:52<00:00,  2.92it/s]\nEpoch 0: |          | 11206/? [1:03:52<00:00,  2.92it/s]\nEpoch 0: |          | 11207/? [1:03:52<00:00,  2.92it/s]\nEpoch 0: |          | 11207/? [1:03:52<00:00,  2.92it/s]\nEpoch 0: |          | 11208/? [1:03:52<00:00,  2.92it/s]\nEpoch 0: |          | 11208/? [1:03:52<00:00,  2.92it/s]\nEpoch 0: |          | 11209/? [1:03:52<00:00,  2.92it/s]\nEpoch 0: |          | 11209/? [1:03:52<00:00,  2.92it/s]\nEpoch 0: |          | 11210/? [1:03:53<00:00,  2.92it/s]\nEpoch 0: |          | 11210/? [1:03:53<00:00,  2.92it/s]\nEpoch 0: |          | 11211/? [1:03:53<00:00,  2.92it/s]\nEpoch 0: |          | 11211/? [1:03:53<00:00,  2.92it/s]\nEpoch 0: |          | 11212/? [1:03:53<00:00,  2.92it/s]\nEpoch 0: |          | 11212/? [1:03:53<00:00,  2.92it/s]\nEpoch 0: |          | 11213/? [1:03:54<00:00,  2.92it/s]\nEpoch 0: |          | 11213/? [1:03:54<00:00,  2.92it/s]\nEpoch 0: |          | 11214/? [1:03:54<00:00,  2.92it/s]\nEpoch 0: |          | 11214/? [1:03:54<00:00,  2.92it/s]\nEpoch 0: |          | 11215/? [1:03:54<00:00,  2.92it/s]\nEpoch 0: |          | 11215/? [1:03:54<00:00,  2.92it/s]\nEpoch 0: |          | 11216/? [1:03:55<00:00,  2.92it/s]\nEpoch 0: |          | 11216/? [1:03:55<00:00,  2.92it/s]\nEpoch 0: |          | 11217/? [1:03:55<00:00,  2.92it/s]\nEpoch 0: |          | 11217/? [1:03:55<00:00,  2.92it/s]\nEpoch 0: |          | 11218/? [1:03:55<00:00,  2.92it/s]\nEpoch 0: |          | 11218/? [1:03:55<00:00,  2.92it/s]\nEpoch 0: |          | 11219/? [1:03:56<00:00,  2.92it/s]\nEpoch 0: |          | 11219/? [1:03:56<00:00,  2.92it/s]\nEpoch 0: |          | 11220/? [1:03:56<00:00,  2.92it/s]\nEpoch 0: |          | 11220/? [1:03:56<00:00,  2.92it/s]\nEpoch 0: |          | 11221/? [1:03:56<00:00,  2.92it/s]\nEpoch 0: |          | 11221/? [1:03:56<00:00,  2.92it/s]\nEpoch 0: |          | 11222/? [1:03:57<00:00,  2.92it/s]\nEpoch 0: |          | 11222/? [1:03:57<00:00,  2.92it/s]\nEpoch 0: |          | 11223/? [1:03:57<00:00,  2.92it/s]\nEpoch 0: |          | 11223/? [1:03:57<00:00,  2.92it/s]\nEpoch 0: |          | 11224/? [1:03:57<00:00,  2.92it/s]\nEpoch 0: |          | 11224/? [1:03:57<00:00,  2.92it/s]\nEpoch 0: |          | 11225/? [1:03:58<00:00,  2.92it/s]\nEpoch 0: |          | 11225/? [1:03:58<00:00,  2.92it/s]\nEpoch 0: |          | 11226/? [1:03:58<00:00,  2.92it/s]\nEpoch 0: |          | 11226/? [1:03:58<00:00,  2.92it/s]\nEpoch 0: |          | 11227/? [1:03:58<00:00,  2.92it/s]\nEpoch 0: |          | 11227/? [1:03:58<00:00,  2.92it/s]\nEpoch 0: |          | 11228/? [1:03:58<00:00,  2.92it/s]\nEpoch 0: |          | 11228/? [1:03:58<00:00,  2.92it/s]\nEpoch 0: |          | 11229/? [1:03:59<00:00,  2.92it/s]\nEpoch 0: |          | 11229/? [1:03:59<00:00,  2.92it/s]\nEpoch 0: |          | 11230/? [1:03:59<00:00,  2.92it/s]\nEpoch 0: |          | 11230/? [1:03:59<00:00,  2.92it/s]\nEpoch 0: |          | 11231/? [1:03:59<00:00,  2.92it/s]\nEpoch 0: |          | 11231/? [1:03:59<00:00,  2.92it/s]\nEpoch 0: |          | 11232/? [1:04:00<00:00,  2.92it/s]\nEpoch 0: |          | 11232/? [1:04:00<00:00,  2.92it/s]\nEpoch 0: |          | 11233/? [1:04:00<00:00,  2.92it/s]\nEpoch 0: |          | 11233/? [1:04:00<00:00,  2.92it/s]\nEpoch 0: |          | 11234/? [1:04:00<00:00,  2.92it/s]\nEpoch 0: |          | 11234/? [1:04:00<00:00,  2.92it/s]\nEpoch 0: |          | 11235/? [1:04:01<00:00,  2.92it/s]\nEpoch 0: |          | 11235/? [1:04:01<00:00,  2.92it/s]\nEpoch 0: |          | 11236/? [1:04:01<00:00,  2.92it/s]\nEpoch 0: |          | 11236/? [1:04:01<00:00,  2.92it/s]\nEpoch 0: |          | 11237/? [1:04:01<00:00,  2.92it/s]\nEpoch 0: |          | 11237/? [1:04:01<00:00,  2.92it/s]\nEpoch 0: |          | 11238/? [1:04:02<00:00,  2.92it/s]\nEpoch 0: |          | 11238/? [1:04:02<00:00,  2.92it/s]\nEpoch 0: |          | 11239/? [1:04:02<00:00,  2.93it/s]\nEpoch 0: |          | 11239/? [1:04:02<00:00,  2.93it/s]\nEpoch 0: |          | 11240/? [1:04:02<00:00,  2.93it/s]\nEpoch 0: |          | 11240/? [1:04:02<00:00,  2.93it/s]\nEpoch 0: |          | 11241/? [1:04:02<00:00,  2.93it/s]\nEpoch 0: |          | 11241/? [1:04:02<00:00,  2.93it/s]\nEpoch 0: |          | 11242/? [1:04:03<00:00,  2.93it/s]\nEpoch 0: |          | 11242/? [1:04:03<00:00,  2.93it/s]\nEpoch 0: |          | 11243/? [1:04:03<00:00,  2.93it/s]\nEpoch 0: |          | 11243/? [1:04:03<00:00,  2.93it/s]\nEpoch 0: |          | 11244/? [1:04:03<00:00,  2.93it/s]\nEpoch 0: |          | 11244/? [1:04:03<00:00,  2.93it/s]\nEpoch 0: |          | 11245/? [1:04:04<00:00,  2.93it/s]\nEpoch 0: |          | 11245/? [1:04:04<00:00,  2.93it/s]\nEpoch 0: |          | 11246/? [1:04:04<00:00,  2.93it/s]\nEpoch 0: |          | 11246/? [1:04:04<00:00,  2.93it/s]\nEpoch 0: |          | 11247/? [1:04:04<00:00,  2.93it/s]\nEpoch 0: |          | 11247/? [1:04:04<00:00,  2.93it/s]\nEpoch 0: |          | 11248/? [1:04:05<00:00,  2.93it/s]\nEpoch 0: |          | 11248/? [1:04:05<00:00,  2.93it/s]\nEpoch 0: |          | 11249/? [1:04:05<00:00,  2.93it/s]\nEpoch 0: |          | 11249/? [1:04:05<00:00,  2.93it/s]\nEpoch 0: |          | 11250/? [1:04:05<00:00,  2.93it/s]\nEpoch 0: |          | 11250/? [1:04:05<00:00,  2.93it/s]\nEpoch 0: |          | 11251/? [1:04:06<00:00,  2.93it/s]\nEpoch 0: |          | 11251/? [1:04:06<00:00,  2.93it/s]\nEpoch 0: |          | 11252/? [1:04:06<00:00,  2.93it/s]\nEpoch 0: |          | 11252/? [1:04:06<00:00,  2.93it/s]\nEpoch 0: |          | 11253/? [1:04:06<00:00,  2.93it/s]\nEpoch 0: |          | 11253/? [1:04:06<00:00,  2.93it/s]\nEpoch 0: |          | 11254/? [1:04:07<00:00,  2.93it/s]\nEpoch 0: |          | 11254/? [1:04:07<00:00,  2.93it/s]\nEpoch 0: |          | 11255/? [1:04:07<00:00,  2.93it/s]\nEpoch 0: |          | 11255/? [1:04:07<00:00,  2.93it/s]\nEpoch 0: |          | 11256/? [1:04:07<00:00,  2.93it/s]\nEpoch 0: |          | 11256/? [1:04:07<00:00,  2.93it/s]\nEpoch 0: |          | 11257/? [1:04:08<00:00,  2.93it/s]\nEpoch 0: |          | 11257/? [1:04:08<00:00,  2.93it/s]\nEpoch 0: |          | 11258/? [1:04:08<00:00,  2.93it/s]\nEpoch 0: |          | 11258/? [1:04:08<00:00,  2.93it/s]\nEpoch 0: |          | 11259/? [1:04:08<00:00,  2.93it/s]\nEpoch 0: |          | 11259/? [1:04:08<00:00,  2.93it/s]\nEpoch 0: |          | 11260/? [1:04:08<00:00,  2.93it/s]\nEpoch 0: |          | 11260/? [1:04:08<00:00,  2.93it/s]\nEpoch 0: |          | 11261/? [1:04:09<00:00,  2.93it/s]\nEpoch 0: |          | 11261/? [1:04:09<00:00,  2.93it/s]\nEpoch 0: |          | 11262/? [1:04:09<00:00,  2.93it/s]\nEpoch 0: |          | 11262/? [1:04:09<00:00,  2.93it/s]\nEpoch 0: |          | 11263/? [1:04:09<00:00,  2.93it/s]\nEpoch 0: |          | 11263/? [1:04:09<00:00,  2.93it/s]\nEpoch 0: |          | 11264/? [1:04:10<00:00,  2.93it/s]\nEpoch 0: |          | 11264/? [1:04:10<00:00,  2.93it/s]\nEpoch 0: |          | 11265/? [1:04:10<00:00,  2.93it/s]\nEpoch 0: |          | 11265/? [1:04:10<00:00,  2.93it/s]\nEpoch 0: |          | 11266/? [1:04:10<00:00,  2.93it/s]\nEpoch 0: |          | 11266/? [1:04:10<00:00,  2.93it/s]\nEpoch 0: |          | 11267/? [1:04:11<00:00,  2.93it/s]\nEpoch 0: |          | 11267/? [1:04:11<00:00,  2.93it/s]\nEpoch 0: |          | 11268/? [1:04:11<00:00,  2.93it/s]\nEpoch 0: |          | 11268/? [1:04:11<00:00,  2.93it/s]\nEpoch 0: |          | 11269/? [1:04:11<00:00,  2.93it/s]\nEpoch 0: |          | 11269/? [1:04:11<00:00,  2.93it/s]\nEpoch 0: |          | 11270/? [1:04:12<00:00,  2.93it/s]\nEpoch 0: |          | 11270/? [1:04:12<00:00,  2.93it/s]\nEpoch 0: |          | 11271/? [1:04:12<00:00,  2.93it/s]\nEpoch 0: |          | 11271/? [1:04:12<00:00,  2.93it/s]\nEpoch 0: |          | 11272/? [1:04:12<00:00,  2.93it/s]\nEpoch 0: |          | 11272/? [1:04:12<00:00,  2.93it/s]\nEpoch 0: |          | 11273/? [1:04:13<00:00,  2.93it/s]\nEpoch 0: |          | 11273/? [1:04:13<00:00,  2.93it/s]\nEpoch 0: |          | 11274/? [1:04:13<00:00,  2.93it/s]\nEpoch 0: |          | 11274/? [1:04:13<00:00,  2.93it/s]\nEpoch 0: |          | 11275/? [1:04:13<00:00,  2.93it/s]\nEpoch 0: |          | 11275/? [1:04:13<00:00,  2.93it/s]\nEpoch 0: |          | 11276/? [1:04:14<00:00,  2.93it/s]\nEpoch 0: |          | 11276/? [1:04:14<00:00,  2.93it/s]\nEpoch 0: |          | 11277/? [1:04:14<00:00,  2.93it/s]\nEpoch 0: |          | 11277/? [1:04:14<00:00,  2.93it/s]\nEpoch 0: |          | 11278/? [1:04:14<00:00,  2.93it/s]\nEpoch 0: |          | 11278/? [1:04:14<00:00,  2.93it/s]\nEpoch 0: |          | 11279/? [1:04:15<00:00,  2.93it/s]\nEpoch 0: |          | 11279/? [1:04:15<00:00,  2.93it/s]\nEpoch 0: |          | 11280/? [1:04:15<00:00,  2.93it/s]\nEpoch 0: |          | 11280/? [1:04:15<00:00,  2.93it/s]\nEpoch 0: |          | 11281/? [1:04:15<00:00,  2.93it/s]\nEpoch 0: |          | 11281/? [1:04:15<00:00,  2.93it/s]\nEpoch 0: |          | 11282/? [1:04:16<00:00,  2.93it/s]\nEpoch 0: |          | 11282/? [1:04:16<00:00,  2.93it/s]\nEpoch 0: |          | 11283/? [1:04:16<00:00,  2.93it/s]\nEpoch 0: |          | 11283/? [1:04:16<00:00,  2.93it/s]\nEpoch 0: |          | 11284/? [1:04:16<00:00,  2.93it/s]\nEpoch 0: |          | 11284/? [1:04:16<00:00,  2.93it/s]\nEpoch 0: |          | 11285/? [1:04:17<00:00,  2.93it/s]\nEpoch 0: |          | 11285/? [1:04:17<00:00,  2.93it/s]\nEpoch 0: |          | 11286/? [1:04:17<00:00,  2.93it/s]\nEpoch 0: |          | 11286/? [1:04:17<00:00,  2.93it/s]\nEpoch 0: |          | 11287/? [1:04:17<00:00,  2.93it/s]\nEpoch 0: |          | 11287/? [1:04:17<00:00,  2.93it/s]\nEpoch 0: |          | 11288/? [1:04:18<00:00,  2.93it/s]\nEpoch 0: |          | 11288/? [1:04:18<00:00,  2.93it/s]\nEpoch 0: |          | 11289/? [1:04:18<00:00,  2.93it/s]\nEpoch 0: |          | 11289/? [1:04:18<00:00,  2.93it/s]\nEpoch 0: |          | 11290/? [1:04:18<00:00,  2.93it/s]\nEpoch 0: |          | 11290/? [1:04:18<00:00,  2.93it/s]\nEpoch 0: |          | 11291/? [1:04:18<00:00,  2.93it/s]\nEpoch 0: |          | 11291/? [1:04:18<00:00,  2.93it/s]\nEpoch 0: |          | 11292/? [1:04:19<00:00,  2.93it/s]\nEpoch 0: |          | 11292/? [1:04:19<00:00,  2.93it/s]\nEpoch 0: |          | 11293/? [1:04:19<00:00,  2.93it/s]\nEpoch 0: |          | 11293/? [1:04:19<00:00,  2.93it/s]\nEpoch 0: |          | 11294/? [1:04:19<00:00,  2.93it/s]\nEpoch 0: |          | 11294/? [1:04:19<00:00,  2.93it/s]\nEpoch 0: |          | 11295/? [1:04:20<00:00,  2.93it/s]\nEpoch 0: |          | 11295/? [1:04:20<00:00,  2.93it/s]\nEpoch 0: |          | 11296/? [1:04:20<00:00,  2.93it/s]\nEpoch 0: |          | 11296/? [1:04:20<00:00,  2.93it/s]\nEpoch 0: |          | 11297/? [1:04:20<00:00,  2.93it/s]\nEpoch 0: |          | 11297/? [1:04:20<00:00,  2.93it/s]\nEpoch 0: |          | 11298/? [1:04:21<00:00,  2.93it/s]\nEpoch 0: |          | 11298/? [1:04:21<00:00,  2.93it/s]\nEpoch 0: |          | 11299/? [1:04:21<00:00,  2.93it/s]\nEpoch 0: |          | 11299/? [1:04:21<00:00,  2.93it/s]\nEpoch 0: |          | 11300/? [1:04:21<00:00,  2.93it/s]\nEpoch 0: |          | 11300/? [1:04:21<00:00,  2.93it/s]\nEpoch 0: |          | 11301/? [1:04:22<00:00,  2.93it/s]\nEpoch 0: |          | 11301/? [1:04:22<00:00,  2.93it/s]\nEpoch 0: |          | 11302/? [1:04:22<00:00,  2.93it/s]\nEpoch 0: |          | 11302/? [1:04:22<00:00,  2.93it/s]\nEpoch 0: |          | 11303/? [1:04:22<00:00,  2.93it/s]\nEpoch 0: |          | 11303/? [1:04:22<00:00,  2.93it/s]\nEpoch 0: |          | 11304/? [1:04:23<00:00,  2.93it/s]\nEpoch 0: |          | 11304/? [1:04:23<00:00,  2.93it/s]\nEpoch 0: |          | 11305/? [1:04:23<00:00,  2.93it/s]\nEpoch 0: |          | 11305/? [1:04:23<00:00,  2.93it/s]\nEpoch 0: |          | 11306/? [1:04:23<00:00,  2.93it/s]\nEpoch 0: |          | 11306/? [1:04:23<00:00,  2.93it/s]\nEpoch 0: |          | 11307/? [1:04:23<00:00,  2.93it/s]\nEpoch 0: |          | 11307/? [1:04:23<00:00,  2.93it/s]\nEpoch 0: |          | 11308/? [1:04:24<00:00,  2.93it/s]\nEpoch 0: |          | 11308/? [1:04:24<00:00,  2.93it/s]\nEpoch 0: |          | 11309/? [1:04:24<00:00,  2.93it/s]\nEpoch 0: |          | 11309/? [1:04:24<00:00,  2.93it/s]\nEpoch 0: |          | 11310/? [1:04:24<00:00,  2.93it/s]\nEpoch 0: |          | 11310/? [1:04:24<00:00,  2.93it/s]\nEpoch 0: |          | 11311/? [1:04:25<00:00,  2.93it/s]\nEpoch 0: |          | 11311/? [1:04:25<00:00,  2.93it/s]\nEpoch 0: |          | 11312/? [1:04:25<00:00,  2.93it/s]\nEpoch 0: |          | 11312/? [1:04:25<00:00,  2.93it/s]\nEpoch 0: |          | 11313/? [1:04:25<00:00,  2.93it/s]\nEpoch 0: |          | 11313/? [1:04:25<00:00,  2.93it/s]\nEpoch 0: |          | 11314/? [1:04:26<00:00,  2.93it/s]\nEpoch 0: |          | 11314/? [1:04:26<00:00,  2.93it/s]\nEpoch 0: |          | 11315/? [1:04:26<00:00,  2.93it/s]\nEpoch 0: |          | 11315/? [1:04:26<00:00,  2.93it/s]\nEpoch 0: |          | 11316/? [1:04:26<00:00,  2.93it/s]\nEpoch 0: |          | 11316/? [1:04:26<00:00,  2.93it/s]\nEpoch 0: |          | 11317/? [1:04:27<00:00,  2.93it/s]\nEpoch 0: |          | 11317/? [1:04:27<00:00,  2.93it/s]\nEpoch 0: |          | 11318/? [1:04:27<00:00,  2.93it/s]\nEpoch 0: |          | 11318/? [1:04:27<00:00,  2.93it/s]\nEpoch 0: |          | 11319/? [1:04:27<00:00,  2.93it/s]\nEpoch 0: |          | 11319/? [1:04:27<00:00,  2.93it/s]\nEpoch 0: |          | 11320/? [1:04:28<00:00,  2.93it/s]\nEpoch 0: |          | 11320/? [1:04:28<00:00,  2.93it/s]\nEpoch 0: |          | 11321/? [1:04:28<00:00,  2.93it/s]\nEpoch 0: |          | 11321/? [1:04:28<00:00,  2.93it/s]\nEpoch 0: |          | 11322/? [1:04:28<00:00,  2.93it/s]\nEpoch 0: |          | 11322/? [1:04:28<00:00,  2.93it/s]\nEpoch 0: |          | 11323/? [1:04:29<00:00,  2.93it/s]\nEpoch 0: |          | 11323/? [1:04:29<00:00,  2.93it/s]\nEpoch 0: |          | 11324/? [1:04:29<00:00,  2.93it/s]\nEpoch 0: |          | 11324/? [1:04:29<00:00,  2.93it/s]\nEpoch 0: |          | 11325/? [1:04:29<00:00,  2.93it/s]\nEpoch 0: |          | 11325/? [1:04:29<00:00,  2.93it/s]\nEpoch 0: |          | 11326/? [1:04:30<00:00,  2.93it/s]\nEpoch 0: |          | 11326/? [1:04:30<00:00,  2.93it/s]\nEpoch 0: |          | 11327/? [1:04:30<00:00,  2.93it/s]\nEpoch 0: |          | 11327/? [1:04:30<00:00,  2.93it/s]\nEpoch 0: |          | 11328/? [1:04:30<00:00,  2.93it/s]\nEpoch 0: |          | 11328/? [1:04:30<00:00,  2.93it/s]\nEpoch 0: |          | 11329/? [1:04:31<00:00,  2.93it/s]\nEpoch 0: |          | 11329/? [1:04:31<00:00,  2.93it/s]\nEpoch 0: |          | 11330/? [1:04:31<00:00,  2.93it/s]\nEpoch 0: |          | 11330/? [1:04:31<00:00,  2.93it/s]\nEpoch 0: |          | 11331/? [1:04:31<00:00,  2.93it/s]\nEpoch 0: |          | 11331/? [1:04:31<00:00,  2.93it/s]\nEpoch 0: |          | 11332/? [1:04:31<00:00,  2.93it/s]\nEpoch 0: |          | 11332/? [1:04:31<00:00,  2.93it/s]\nEpoch 0: |          | 11333/? [1:04:32<00:00,  2.93it/s]\nEpoch 0: |          | 11333/? [1:04:32<00:00,  2.93it/s]\nEpoch 0: |          | 11334/? [1:04:32<00:00,  2.93it/s]\nEpoch 0: |          | 11334/? [1:04:32<00:00,  2.93it/s]\nEpoch 0: |          | 11335/? [1:04:32<00:00,  2.93it/s]\nEpoch 0: |          | 11335/? [1:04:32<00:00,  2.93it/s]\nEpoch 0: |          | 11336/? [1:04:33<00:00,  2.93it/s]\nEpoch 0: |          | 11336/? [1:04:33<00:00,  2.93it/s]\nEpoch 0: |          | 11337/? [1:04:33<00:00,  2.93it/s]\nEpoch 0: |          | 11337/? [1:04:33<00:00,  2.93it/s]\nEpoch 0: |          | 11338/? [1:04:33<00:00,  2.93it/s]\nEpoch 0: |          | 11338/? [1:04:33<00:00,  2.93it/s]\nEpoch 0: |          | 11339/? [1:04:34<00:00,  2.93it/s]\nEpoch 0: |          | 11339/? [1:04:34<00:00,  2.93it/s]\nEpoch 0: |          | 11340/? [1:04:34<00:00,  2.93it/s]\nEpoch 0: |          | 11340/? [1:04:34<00:00,  2.93it/s]\nEpoch 0: |          | 11341/? [1:04:34<00:00,  2.93it/s]\nEpoch 0: |          | 11341/? [1:04:34<00:00,  2.93it/s]\nEpoch 0: |          | 11342/? [1:04:35<00:00,  2.93it/s]\nEpoch 0: |          | 11342/? [1:04:35<00:00,  2.93it/s]\nEpoch 0: |          | 11343/? [1:04:35<00:00,  2.93it/s]\nEpoch 0: |          | 11343/? [1:04:35<00:00,  2.93it/s]\nEpoch 0: |          | 11344/? [1:04:35<00:00,  2.93it/s]\nEpoch 0: |          | 11344/? [1:04:35<00:00,  2.93it/s]\nEpoch 0: |          | 11345/? [1:04:36<00:00,  2.93it/s]\nEpoch 0: |          | 11345/? [1:04:36<00:00,  2.93it/s]\nEpoch 0: |          | 11346/? [1:04:36<00:00,  2.93it/s]\nEpoch 0: |          | 11346/? [1:04:36<00:00,  2.93it/s]\nEpoch 0: |          | 11347/? [1:04:36<00:00,  2.93it/s]\nEpoch 0: |          | 11347/? [1:04:36<00:00,  2.93it/s]\nEpoch 0: |          | 11348/? [1:04:37<00:00,  2.93it/s]\nEpoch 0: |          | 11348/? [1:04:37<00:00,  2.93it/s]\nEpoch 0: |          | 11349/? [1:04:37<00:00,  2.93it/s]\nEpoch 0: |          | 11349/? [1:04:37<00:00,  2.93it/s]\nEpoch 0: |          | 11350/? [1:04:37<00:00,  2.93it/s]\nEpoch 0: |          | 11350/? [1:04:37<00:00,  2.93it/s]\nEpoch 0: |          | 11351/? [1:04:37<00:00,  2.93it/s]\nEpoch 0: |          | 11351/? [1:04:37<00:00,  2.93it/s]\nEpoch 0: |          | 11352/? [1:04:38<00:00,  2.93it/s]\nEpoch 0: |          | 11352/? [1:04:38<00:00,  2.93it/s]\nEpoch 0: |          | 11353/? [1:04:38<00:00,  2.93it/s]\nEpoch 0: |          | 11353/? [1:04:38<00:00,  2.93it/s]\nEpoch 0: |          | 11354/? [1:04:38<00:00,  2.93it/s]\nEpoch 0: |          | 11354/? [1:04:38<00:00,  2.93it/s]\nEpoch 0: |          | 11355/? [1:04:39<00:00,  2.93it/s]\nEpoch 0: |          | 11355/? [1:04:39<00:00,  2.93it/s]\nEpoch 0: |          | 11356/? [1:04:39<00:00,  2.93it/s]\nEpoch 0: |          | 11356/? [1:04:39<00:00,  2.93it/s]\nEpoch 0: |          | 11357/? [1:04:39<00:00,  2.93it/s]\nEpoch 0: |          | 11357/? [1:04:39<00:00,  2.93it/s]\nEpoch 0: |          | 11358/? [1:04:40<00:00,  2.93it/s]\nEpoch 0: |          | 11358/? [1:04:40<00:00,  2.93it/s]\nEpoch 0: |          | 11359/? [1:04:40<00:00,  2.93it/s]\nEpoch 0: |          | 11359/? [1:04:40<00:00,  2.93it/s]\nEpoch 0: |          | 11360/? [1:04:40<00:00,  2.93it/s]\nEpoch 0: |          | 11360/? [1:04:40<00:00,  2.93it/s]\nEpoch 0: |          | 11361/? [1:04:41<00:00,  2.93it/s]\nEpoch 0: |          | 11361/? [1:04:41<00:00,  2.93it/s]\nEpoch 0: |          | 11362/? [1:04:41<00:00,  2.93it/s]\nEpoch 0: |          | 11362/? [1:04:41<00:00,  2.93it/s]\nEpoch 0: |          | 11363/? [1:04:41<00:00,  2.93it/s]\nEpoch 0: |          | 11363/? [1:04:41<00:00,  2.93it/s]\nEpoch 0: |          | 11364/? [1:04:42<00:00,  2.93it/s]\nEpoch 0: |          | 11364/? [1:04:42<00:00,  2.93it/s]\nEpoch 0: |          | 11365/? [1:04:42<00:00,  2.93it/s]\nEpoch 0: |          | 11365/? [1:04:42<00:00,  2.93it/s]\nEpoch 0: |          | 11366/? [1:04:42<00:00,  2.93it/s]\nEpoch 0: |          | 11366/? [1:04:42<00:00,  2.93it/s]\nEpoch 0: |          | 11367/? [1:04:43<00:00,  2.93it/s]\nEpoch 0: |          | 11367/? [1:04:43<00:00,  2.93it/s]\nEpoch 0: |          | 11368/? [1:04:43<00:00,  2.93it/s]\nEpoch 0: |          | 11368/? [1:04:43<00:00,  2.93it/s]\nEpoch 0: |          | 11369/? [1:04:43<00:00,  2.93it/s]\nEpoch 0: |          | 11369/? [1:04:43<00:00,  2.93it/s]\nEpoch 0: |          | 11370/? [1:04:44<00:00,  2.93it/s]\nEpoch 0: |          | 11370/? [1:04:44<00:00,  2.93it/s]\nEpoch 0: |          | 11371/? [1:04:44<00:00,  2.93it/s]\nEpoch 0: |          | 11371/? [1:04:44<00:00,  2.93it/s]\nEpoch 0: |          | 11372/? [1:04:44<00:00,  2.93it/s]\nEpoch 0: |          | 11372/? [1:04:44<00:00,  2.93it/s]\nEpoch 0: |          | 11373/? [1:04:45<00:00,  2.93it/s]\nEpoch 0: |          | 11373/? [1:04:45<00:00,  2.93it/s]\nEpoch 0: |          | 11374/? [1:04:45<00:00,  2.93it/s]\nEpoch 0: |          | 11374/? [1:04:45<00:00,  2.93it/s]\nEpoch 0: |          | 11375/? [1:04:45<00:00,  2.93it/s]\nEpoch 0: |          | 11375/? [1:04:45<00:00,  2.93it/s]\nEpoch 0: |          | 11376/? [1:04:46<00:00,  2.93it/s]\nEpoch 0: |          | 11376/? [1:04:46<00:00,  2.93it/s]\nEpoch 0: |          | 11377/? [1:04:46<00:00,  2.93it/s]\nEpoch 0: |          | 11377/? [1:04:46<00:00,  2.93it/s]\nEpoch 0: |          | 11378/? [1:04:46<00:00,  2.93it/s]\nEpoch 0: |          | 11378/? [1:04:46<00:00,  2.93it/s]\nEpoch 0: |          | 11379/? [1:04:47<00:00,  2.93it/s]\nEpoch 0: |          | 11379/? [1:04:47<00:00,  2.93it/s]\nEpoch 0: |          | 11380/? [1:04:47<00:00,  2.93it/s]\nEpoch 0: |          | 11380/? [1:04:47<00:00,  2.93it/s]\nEpoch 0: |          | 11381/? [1:04:47<00:00,  2.93it/s]\nEpoch 0: |          | 11381/? [1:04:47<00:00,  2.93it/s]\nEpoch 0: |          | 11382/? [1:04:47<00:00,  2.93it/s]\nEpoch 0: |          | 11382/? [1:04:47<00:00,  2.93it/s]\nEpoch 0: |          | 11383/? [1:04:48<00:00,  2.93it/s]\nEpoch 0: |          | 11383/? [1:04:48<00:00,  2.93it/s]\nEpoch 0: |          | 11384/? [1:04:48<00:00,  2.93it/s]\nEpoch 0: |          | 11384/? [1:04:48<00:00,  2.93it/s]\nEpoch 0: |          | 11385/? [1:04:48<00:00,  2.93it/s]\nEpoch 0: |          | 11385/? [1:04:48<00:00,  2.93it/s]\nEpoch 0: |          | 11386/? [1:04:49<00:00,  2.93it/s]\nEpoch 0: |          | 11386/? [1:04:49<00:00,  2.93it/s]\nEpoch 0: |          | 11387/? [1:04:49<00:00,  2.93it/s]\nEpoch 0: |          | 11387/? [1:04:49<00:00,  2.93it/s]\nEpoch 0: |          | 11388/? [1:04:49<00:00,  2.93it/s]\nEpoch 0: |          | 11388/? [1:04:49<00:00,  2.93it/s]\nEpoch 0: |          | 11389/? [1:04:50<00:00,  2.93it/s]\nEpoch 0: |          | 11389/? [1:04:50<00:00,  2.93it/s]\nEpoch 0: |          | 11390/? [1:04:50<00:00,  2.93it/s]\nEpoch 0: |          | 11390/? [1:04:50<00:00,  2.93it/s]\nEpoch 0: |          | 11391/? [1:04:50<00:00,  2.93it/s]\nEpoch 0: |          | 11391/? [1:04:50<00:00,  2.93it/s]\nEpoch 0: |          | 11392/? [1:04:51<00:00,  2.93it/s]\nEpoch 0: |          | 11392/? [1:04:51<00:00,  2.93it/s]\nEpoch 0: |          | 11393/? [1:04:51<00:00,  2.93it/s]\nEpoch 0: |          | 11393/? [1:04:51<00:00,  2.93it/s]\nEpoch 0: |          | 11394/? [1:04:51<00:00,  2.93it/s]\nEpoch 0: |          | 11394/? [1:04:51<00:00,  2.93it/s]\nEpoch 0: |          | 11395/? [1:04:52<00:00,  2.93it/s]\nEpoch 0: |          | 11395/? [1:04:52<00:00,  2.93it/s]\nEpoch 0: |          | 11396/? [1:04:52<00:00,  2.93it/s]\nEpoch 0: |          | 11396/? [1:04:52<00:00,  2.93it/s]\nEpoch 0: |          | 11397/? [1:04:52<00:00,  2.93it/s]\nEpoch 0: |          | 11397/? [1:04:52<00:00,  2.93it/s]\nEpoch 0: |          | 11398/? [1:04:53<00:00,  2.93it/s]\nEpoch 0: |          | 11398/? [1:04:53<00:00,  2.93it/s]\nEpoch 0: |          | 11399/? [1:04:53<00:00,  2.93it/s]\nEpoch 0: |          | 11399/? [1:04:53<00:00,  2.93it/s]\nEpoch 0: |          | 11400/? [1:04:53<00:00,  2.93it/s]\nEpoch 0: |          | 11400/? [1:04:53<00:00,  2.93it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.67it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.00it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.05it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.09it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 11400/? [1:04:54<00:00,  2.93it/s]\nEpoch 0: |          | 11401/? [1:04:54<00:00,  2.93it/s]\nEpoch 0: |          | 11401/? [1:04:54<00:00,  2.93it/s]\nEpoch 0: |          | 11402/? [1:04:54<00:00,  2.93it/s]\nEpoch 0: |          | 11402/? [1:04:54<00:00,  2.93it/s]\nEpoch 0: |          | 11403/? [1:04:54<00:00,  2.93it/s]\nEpoch 0: |          | 11403/? [1:04:54<00:00,  2.93it/s]\nEpoch 0: |          | 11404/? [1:04:55<00:00,  2.93it/s]\nEpoch 0: |          | 11404/? [1:04:55<00:00,  2.93it/s]\nEpoch 0: |          | 11405/? [1:04:55<00:00,  2.93it/s]\nEpoch 0: |          | 11405/? [1:04:55<00:00,  2.93it/s]\nEpoch 0: |          | 11406/? [1:04:55<00:00,  2.93it/s]\nEpoch 0: |          | 11406/? [1:04:55<00:00,  2.93it/s]\nEpoch 0: |          | 11407/? [1:04:56<00:00,  2.93it/s]\nEpoch 0: |          | 11407/? [1:04:56<00:00,  2.93it/s]\nEpoch 0: |          | 11408/? [1:04:56<00:00,  2.93it/s]\nEpoch 0: |          | 11408/? [1:04:56<00:00,  2.93it/s]\nEpoch 0: |          | 11409/? [1:04:56<00:00,  2.93it/s]\nEpoch 0: |          | 11409/? [1:04:56<00:00,  2.93it/s]\nEpoch 0: |          | 11410/? [1:04:57<00:00,  2.93it/s]\nEpoch 0: |          | 11410/? [1:04:57<00:00,  2.93it/s]\nEpoch 0: |          | 11411/? [1:04:57<00:00,  2.93it/s]\nEpoch 0: |          | 11411/? [1:04:57<00:00,  2.93it/s]\nEpoch 0: |          | 11412/? [1:04:57<00:00,  2.93it/s]\nEpoch 0: |          | 11412/? [1:04:57<00:00,  2.93it/s]\nEpoch 0: |          | 11413/? [1:04:58<00:00,  2.93it/s]\nEpoch 0: |          | 11413/? [1:04:58<00:00,  2.93it/s]\nEpoch 0: |          | 11414/? [1:04:58<00:00,  2.93it/s]\nEpoch 0: |          | 11414/? [1:04:58<00:00,  2.93it/s]\nEpoch 0: |          | 11415/? [1:04:58<00:00,  2.93it/s]\nEpoch 0: |          | 11415/? [1:04:58<00:00,  2.93it/s]\nEpoch 0: |          | 11416/? [1:04:59<00:00,  2.93it/s]\nEpoch 0: |          | 11416/? [1:04:59<00:00,  2.93it/s]\nEpoch 0: |          | 11417/? [1:04:59<00:00,  2.93it/s]\nEpoch 0: |          | 11417/? [1:04:59<00:00,  2.93it/s]\nEpoch 0: |          | 11418/? [1:04:59<00:00,  2.93it/s]\nEpoch 0: |          | 11418/? [1:04:59<00:00,  2.93it/s]\nEpoch 0: |          | 11419/? [1:04:59<00:00,  2.93it/s]\nEpoch 0: |          | 11419/? [1:04:59<00:00,  2.93it/s]\nEpoch 0: |          | 11420/? [1:05:00<00:00,  2.93it/s]\nEpoch 0: |          | 11420/? [1:05:00<00:00,  2.93it/s]\nEpoch 0: |          | 11421/? [1:05:00<00:00,  2.93it/s]\nEpoch 0: |          | 11421/? [1:05:00<00:00,  2.93it/s]\nEpoch 0: |          | 11422/? [1:05:00<00:00,  2.93it/s]\nEpoch 0: |          | 11422/? [1:05:00<00:00,  2.93it/s]\nEpoch 0: |          | 11423/? [1:05:01<00:00,  2.93it/s]\nEpoch 0: |          | 11423/? [1:05:01<00:00,  2.93it/s]\nEpoch 0: |          | 11424/? [1:05:01<00:00,  2.93it/s]\nEpoch 0: |          | 11424/? [1:05:01<00:00,  2.93it/s]\nEpoch 0: |          | 11425/? [1:05:01<00:00,  2.93it/s]\nEpoch 0: |          | 11425/? [1:05:01<00:00,  2.93it/s]\nEpoch 0: |          | 11426/? [1:05:02<00:00,  2.93it/s]\nEpoch 0: |          | 11426/? [1:05:02<00:00,  2.93it/s]\nEpoch 0: |          | 11427/? [1:05:02<00:00,  2.93it/s]\nEpoch 0: |          | 11427/? [1:05:02<00:00,  2.93it/s]\nEpoch 0: |          | 11428/? [1:05:02<00:00,  2.93it/s]\nEpoch 0: |          | 11428/? [1:05:02<00:00,  2.93it/s]\nEpoch 0: |          | 11429/? [1:05:03<00:00,  2.93it/s]\nEpoch 0: |          | 11429/? [1:05:03<00:00,  2.93it/s]\nEpoch 0: |          | 11430/? [1:05:03<00:00,  2.93it/s]\nEpoch 0: |          | 11430/? [1:05:03<00:00,  2.93it/s]\nEpoch 0: |          | 11431/? [1:05:03<00:00,  2.93it/s]\nEpoch 0: |          | 11431/? [1:05:03<00:00,  2.93it/s]\nEpoch 0: |          | 11432/? [1:05:04<00:00,  2.93it/s]\nEpoch 0: |          | 11432/? [1:05:04<00:00,  2.93it/s]\nEpoch 0: |          | 11433/? [1:05:04<00:00,  2.93it/s]\nEpoch 0: |          | 11433/? [1:05:04<00:00,  2.93it/s]\nEpoch 0: |          | 11434/? [1:05:04<00:00,  2.93it/s]\nEpoch 0: |          | 11434/? [1:05:04<00:00,  2.93it/s]\nEpoch 0: |          | 11435/? [1:05:05<00:00,  2.93it/s]\nEpoch 0: |          | 11435/? [1:05:05<00:00,  2.93it/s]\nEpoch 0: |          | 11436/? [1:05:05<00:00,  2.93it/s]\nEpoch 0: |          | 11436/? [1:05:05<00:00,  2.93it/s]\nEpoch 0: |          | 11437/? [1:05:05<00:00,  2.93it/s]\nEpoch 0: |          | 11437/? [1:05:05<00:00,  2.93it/s]\nEpoch 0: |          | 11438/? [1:05:06<00:00,  2.93it/s]\nEpoch 0: |          | 11438/? [1:05:06<00:00,  2.93it/s]\nEpoch 0: |          | 11439/? [1:05:06<00:00,  2.93it/s]\nEpoch 0: |          | 11439/? [1:05:06<00:00,  2.93it/s]\nEpoch 0: |          | 11440/? [1:05:06<00:00,  2.93it/s]\nEpoch 0: |          | 11440/? [1:05:06<00:00,  2.93it/s]\nEpoch 0: |          | 11441/? [1:05:07<00:00,  2.93it/s]\nEpoch 0: |          | 11441/? [1:05:07<00:00,  2.93it/s]\nEpoch 0: |          | 11442/? [1:05:07<00:00,  2.93it/s]\nEpoch 0: |          | 11442/? [1:05:07<00:00,  2.93it/s]\nEpoch 0: |          | 11443/? [1:05:07<00:00,  2.93it/s]\nEpoch 0: |          | 11443/? [1:05:07<00:00,  2.93it/s]\nEpoch 0: |          | 11444/? [1:05:07<00:00,  2.93it/s]\nEpoch 0: |          | 11444/? [1:05:07<00:00,  2.93it/s]\nEpoch 0: |          | 11445/? [1:05:08<00:00,  2.93it/s]\nEpoch 0: |          | 11445/? [1:05:08<00:00,  2.93it/s]\nEpoch 0: |          | 11446/? [1:05:08<00:00,  2.93it/s]\nEpoch 0: |          | 11446/? [1:05:08<00:00,  2.93it/s]\nEpoch 0: |          | 11447/? [1:05:08<00:00,  2.93it/s]\nEpoch 0: |          | 11447/? [1:05:08<00:00,  2.93it/s]\nEpoch 0: |          | 11448/? [1:05:09<00:00,  2.93it/s]\nEpoch 0: |          | 11448/? [1:05:09<00:00,  2.93it/s]\nEpoch 0: |          | 11449/? [1:05:09<00:00,  2.93it/s]\nEpoch 0: |          | 11449/? [1:05:09<00:00,  2.93it/s]\nEpoch 0: |          | 11450/? [1:05:09<00:00,  2.93it/s]\nEpoch 0: |          | 11450/? [1:05:09<00:00,  2.93it/s]\nEpoch 0: |          | 11451/? [1:05:10<00:00,  2.93it/s]\nEpoch 0: |          | 11451/? [1:05:10<00:00,  2.93it/s]\nEpoch 0: |          | 11452/? [1:05:10<00:00,  2.93it/s]\nEpoch 0: |          | 11452/? [1:05:10<00:00,  2.93it/s]\nEpoch 0: |          | 11453/? [1:05:10<00:00,  2.93it/s]\nEpoch 0: |          | 11453/? [1:05:10<00:00,  2.93it/s]\nEpoch 0: |          | 11454/? [1:05:11<00:00,  2.93it/s]\nEpoch 0: |          | 11454/? [1:05:11<00:00,  2.93it/s]\nEpoch 0: |          | 11455/? [1:05:11<00:00,  2.93it/s]\nEpoch 0: |          | 11455/? [1:05:11<00:00,  2.93it/s]\nEpoch 0: |          | 11456/? [1:05:11<00:00,  2.93it/s]\nEpoch 0: |          | 11456/? [1:05:11<00:00,  2.93it/s]\nEpoch 0: |          | 11457/? [1:05:12<00:00,  2.93it/s]\nEpoch 0: |          | 11457/? [1:05:12<00:00,  2.93it/s]\nEpoch 0: |          | 11458/? [1:05:12<00:00,  2.93it/s]\nEpoch 0: |          | 11458/? [1:05:12<00:00,  2.93it/s]\nEpoch 0: |          | 11459/? [1:05:12<00:00,  2.93it/s]\nEpoch 0: |          | 11459/? [1:05:12<00:00,  2.93it/s]\nEpoch 0: |          | 11460/? [1:05:12<00:00,  2.93it/s]\nEpoch 0: |          | 11460/? [1:05:12<00:00,  2.93it/s]\nEpoch 0: |          | 11461/? [1:05:13<00:00,  2.93it/s]\nEpoch 0: |          | 11461/? [1:05:13<00:00,  2.93it/s]\nEpoch 0: |          | 11462/? [1:05:13<00:00,  2.93it/s]\nEpoch 0: |          | 11462/? [1:05:13<00:00,  2.93it/s]\nEpoch 0: |          | 11463/? [1:05:13<00:00,  2.93it/s]\nEpoch 0: |          | 11463/? [1:05:13<00:00,  2.93it/s]\nEpoch 0: |          | 11464/? [1:05:14<00:00,  2.93it/s]\nEpoch 0: |          | 11464/? [1:05:14<00:00,  2.93it/s]\nEpoch 0: |          | 11465/? [1:05:14<00:00,  2.93it/s]\nEpoch 0: |          | 11465/? [1:05:14<00:00,  2.93it/s]\nEpoch 0: |          | 11466/? [1:05:14<00:00,  2.93it/s]\nEpoch 0: |          | 11466/? [1:05:14<00:00,  2.93it/s]\nEpoch 0: |          | 11467/? [1:05:15<00:00,  2.93it/s]\nEpoch 0: |          | 11467/? [1:05:15<00:00,  2.93it/s]\nEpoch 0: |          | 11468/? [1:05:15<00:00,  2.93it/s]\nEpoch 0: |          | 11468/? [1:05:15<00:00,  2.93it/s]\nEpoch 0: |          | 11469/? [1:05:15<00:00,  2.93it/s]\nEpoch 0: |          | 11469/? [1:05:15<00:00,  2.93it/s]\nEpoch 0: |          | 11470/? [1:05:16<00:00,  2.93it/s]\nEpoch 0: |          | 11470/? [1:05:16<00:00,  2.93it/s]\nEpoch 0: |          | 11471/? [1:05:16<00:00,  2.93it/s]\nEpoch 0: |          | 11471/? [1:05:16<00:00,  2.93it/s]\nEpoch 0: |          | 11472/? [1:05:16<00:00,  2.93it/s]\nEpoch 0: |          | 11472/? [1:05:16<00:00,  2.93it/s]\nEpoch 0: |          | 11473/? [1:05:17<00:00,  2.93it/s]\nEpoch 0: |          | 11473/? [1:05:17<00:00,  2.93it/s]\nEpoch 0: |          | 11474/? [1:05:17<00:00,  2.93it/s]\nEpoch 0: |          | 11474/? [1:05:17<00:00,  2.93it/s]\nEpoch 0: |          | 11475/? [1:05:17<00:00,  2.93it/s]\nEpoch 0: |          | 11475/? [1:05:17<00:00,  2.93it/s]\nEpoch 0: |          | 11476/? [1:05:17<00:00,  2.93it/s]\nEpoch 0: |          | 11476/? [1:05:17<00:00,  2.93it/s]\nEpoch 0: |          | 11477/? [1:05:18<00:00,  2.93it/s]\nEpoch 0: |          | 11477/? [1:05:18<00:00,  2.93it/s]\nEpoch 0: |          | 11478/? [1:05:18<00:00,  2.93it/s]\nEpoch 0: |          | 11478/? [1:05:18<00:00,  2.93it/s]\nEpoch 0: |          | 11479/? [1:05:18<00:00,  2.93it/s]\nEpoch 0: |          | 11479/? [1:05:18<00:00,  2.93it/s]\nEpoch 0: |          | 11480/? [1:05:19<00:00,  2.93it/s]\nEpoch 0: |          | 11480/? [1:05:19<00:00,  2.93it/s]\nEpoch 0: |          | 11481/? [1:05:19<00:00,  2.93it/s]\nEpoch 0: |          | 11481/? [1:05:19<00:00,  2.93it/s]\nEpoch 0: |          | 11482/? [1:05:19<00:00,  2.93it/s]\nEpoch 0: |          | 11482/? [1:05:19<00:00,  2.93it/s]\nEpoch 0: |          | 11483/? [1:05:20<00:00,  2.93it/s]\nEpoch 0: |          | 11483/? [1:05:20<00:00,  2.93it/s]\nEpoch 0: |          | 11484/? [1:05:20<00:00,  2.93it/s]\nEpoch 0: |          | 11484/? [1:05:20<00:00,  2.93it/s]\nEpoch 0: |          | 11485/? [1:05:20<00:00,  2.93it/s]\nEpoch 0: |          | 11485/? [1:05:20<00:00,  2.93it/s]\nEpoch 0: |          | 11486/? [1:05:21<00:00,  2.93it/s]\nEpoch 0: |          | 11486/? [1:05:21<00:00,  2.93it/s]\nEpoch 0: |          | 11487/? [1:05:21<00:00,  2.93it/s]\nEpoch 0: |          | 11487/? [1:05:21<00:00,  2.93it/s]\nEpoch 0: |          | 11488/? [1:05:21<00:00,  2.93it/s]\nEpoch 0: |          | 11488/? [1:05:21<00:00,  2.93it/s]\nEpoch 0: |          | 11489/? [1:05:22<00:00,  2.93it/s]\nEpoch 0: |          | 11489/? [1:05:22<00:00,  2.93it/s]\nEpoch 0: |          | 11490/? [1:05:22<00:00,  2.93it/s]\nEpoch 0: |          | 11490/? [1:05:22<00:00,  2.93it/s]\nEpoch 0: |          | 11491/? [1:05:22<00:00,  2.93it/s]\nEpoch 0: |          | 11491/? [1:05:22<00:00,  2.93it/s]\nEpoch 0: |          | 11492/? [1:05:23<00:00,  2.93it/s]\nEpoch 0: |          | 11492/? [1:05:23<00:00,  2.93it/s]\nEpoch 0: |          | 11493/? [1:05:23<00:00,  2.93it/s]\nEpoch 0: |          | 11493/? [1:05:23<00:00,  2.93it/s]\nEpoch 0: |          | 11494/? [1:05:23<00:00,  2.93it/s]\nEpoch 0: |          | 11494/? [1:05:23<00:00,  2.93it/s]\nEpoch 0: |          | 11495/? [1:05:24<00:00,  2.93it/s]\nEpoch 0: |          | 11495/? [1:05:24<00:00,  2.93it/s]\nEpoch 0: |          | 11496/? [1:05:24<00:00,  2.93it/s]\nEpoch 0: |          | 11496/? [1:05:24<00:00,  2.93it/s]\nEpoch 0: |          | 11497/? [1:05:24<00:00,  2.93it/s]\nEpoch 0: |          | 11497/? [1:05:24<00:00,  2.93it/s]\nEpoch 0: |          | 11498/? [1:05:24<00:00,  2.93it/s]\nEpoch 0: |          | 11498/? [1:05:24<00:00,  2.93it/s]\nEpoch 0: |          | 11499/? [1:05:25<00:00,  2.93it/s]\nEpoch 0: |          | 11499/? [1:05:25<00:00,  2.93it/s]\nEpoch 0: |          | 11500/? [1:05:25<00:00,  2.93it/s]\nEpoch 0: |          | 11500/? [1:05:25<00:00,  2.93it/s]\nEpoch 0: |          | 11501/? [1:05:25<00:00,  2.93it/s]\nEpoch 0: |          | 11501/? [1:05:25<00:00,  2.93it/s]\nEpoch 0: |          | 11502/? [1:05:26<00:00,  2.93it/s]\nEpoch 0: |          | 11502/? [1:05:26<00:00,  2.93it/s]\nEpoch 0: |          | 11503/? [1:05:26<00:00,  2.93it/s]\nEpoch 0: |          | 11503/? [1:05:26<00:00,  2.93it/s]\nEpoch 0: |          | 11504/? [1:05:26<00:00,  2.93it/s]\nEpoch 0: |          | 11504/? [1:05:26<00:00,  2.93it/s]\nEpoch 0: |          | 11505/? [1:05:27<00:00,  2.93it/s]\nEpoch 0: |          | 11505/? [1:05:27<00:00,  2.93it/s]\nEpoch 0: |          | 11506/? [1:05:27<00:00,  2.93it/s]\nEpoch 0: |          | 11506/? [1:05:27<00:00,  2.93it/s]\nEpoch 0: |          | 11507/? [1:05:27<00:00,  2.93it/s]\nEpoch 0: |          | 11507/? [1:05:27<00:00,  2.93it/s]\nEpoch 0: |          | 11508/? [1:05:28<00:00,  2.93it/s]\nEpoch 0: |          | 11508/? [1:05:28<00:00,  2.93it/s]\nEpoch 0: |          | 11509/? [1:05:28<00:00,  2.93it/s]\nEpoch 0: |          | 11509/? [1:05:28<00:00,  2.93it/s]\nEpoch 0: |          | 11510/? [1:05:28<00:00,  2.93it/s]\nEpoch 0: |          | 11510/? [1:05:28<00:00,  2.93it/s]\nEpoch 0: |          | 11511/? [1:05:29<00:00,  2.93it/s]\nEpoch 0: |          | 11511/? [1:05:29<00:00,  2.93it/s]\nEpoch 0: |          | 11512/? [1:05:29<00:00,  2.93it/s]\nEpoch 0: |          | 11512/? [1:05:29<00:00,  2.93it/s]\nEpoch 0: |          | 11513/? [1:05:29<00:00,  2.93it/s]\nEpoch 0: |          | 11513/? [1:05:29<00:00,  2.93it/s]\nEpoch 0: |          | 11514/? [1:05:30<00:00,  2.93it/s]\nEpoch 0: |          | 11514/? [1:05:30<00:00,  2.93it/s]\nEpoch 0: |          | 11515/? [1:05:30<00:00,  2.93it/s]\nEpoch 0: |          | 11515/? [1:05:30<00:00,  2.93it/s]\nEpoch 0: |          | 11516/? [1:05:30<00:00,  2.93it/s]\nEpoch 0: |          | 11516/? [1:05:30<00:00,  2.93it/s]\nEpoch 0: |          | 11517/? [1:05:31<00:00,  2.93it/s]\nEpoch 0: |          | 11517/? [1:05:31<00:00,  2.93it/s]\nEpoch 0: |          | 11518/? [1:05:31<00:00,  2.93it/s]\nEpoch 0: |          | 11518/? [1:05:31<00:00,  2.93it/s]\nEpoch 0: |          | 11519/? [1:05:31<00:00,  2.93it/s]\nEpoch 0: |          | 11519/? [1:05:31<00:00,  2.93it/s]\nEpoch 0: |          | 11520/? [1:05:31<00:00,  2.93it/s]\nEpoch 0: |          | 11520/? [1:05:31<00:00,  2.93it/s]\nEpoch 0: |          | 11521/? [1:05:32<00:00,  2.93it/s]\nEpoch 0: |          | 11521/? [1:05:32<00:00,  2.93it/s]\nEpoch 0: |          | 11522/? [1:05:32<00:00,  2.93it/s]\nEpoch 0: |          | 11522/? [1:05:32<00:00,  2.93it/s]\nEpoch 0: |          | 11523/? [1:05:32<00:00,  2.93it/s]\nEpoch 0: |          | 11523/? [1:05:32<00:00,  2.93it/s]\nEpoch 0: |          | 11524/? [1:05:33<00:00,  2.93it/s]\nEpoch 0: |          | 11524/? [1:05:33<00:00,  2.93it/s]\nEpoch 0: |          | 11525/? [1:05:33<00:00,  2.93it/s]\nEpoch 0: |          | 11525/? [1:05:33<00:00,  2.93it/s]\nEpoch 0: |          | 11526/? [1:05:33<00:00,  2.93it/s]\nEpoch 0: |          | 11526/? [1:05:33<00:00,  2.93it/s]\nEpoch 0: |          | 11527/? [1:05:34<00:00,  2.93it/s]\nEpoch 0: |          | 11527/? [1:05:34<00:00,  2.93it/s]\nEpoch 0: |          | 11528/? [1:05:34<00:00,  2.93it/s]\nEpoch 0: |          | 11528/? [1:05:34<00:00,  2.93it/s]\nEpoch 0: |          | 11529/? [1:05:34<00:00,  2.93it/s]\nEpoch 0: |          | 11529/? [1:05:34<00:00,  2.93it/s]\nEpoch 0: |          | 11530/? [1:05:35<00:00,  2.93it/s]\nEpoch 0: |          | 11530/? [1:05:35<00:00,  2.93it/s]\nEpoch 0: |          | 11531/? [1:05:35<00:00,  2.93it/s]\nEpoch 0: |          | 11531/? [1:05:35<00:00,  2.93it/s]\nEpoch 0: |          | 11532/? [1:05:35<00:00,  2.93it/s]\nEpoch 0: |          | 11532/? [1:05:35<00:00,  2.93it/s]\nEpoch 0: |          | 11533/? [1:05:36<00:00,  2.93it/s]\nEpoch 0: |          | 11533/? [1:05:36<00:00,  2.93it/s]\nEpoch 0: |          | 11534/? [1:05:36<00:00,  2.93it/s]\nEpoch 0: |          | 11534/? [1:05:36<00:00,  2.93it/s]\nEpoch 0: |          | 11535/? [1:05:36<00:00,  2.93it/s]\nEpoch 0: |          | 11535/? [1:05:36<00:00,  2.93it/s]\nEpoch 0: |          | 11536/? [1:05:37<00:00,  2.93it/s]\nEpoch 0: |          | 11536/? [1:05:37<00:00,  2.93it/s]\nEpoch 0: |          | 11537/? [1:05:37<00:00,  2.93it/s]\nEpoch 0: |          | 11537/? [1:05:37<00:00,  2.93it/s]\nEpoch 0: |          | 11538/? [1:05:37<00:00,  2.93it/s]\nEpoch 0: |          | 11538/? [1:05:37<00:00,  2.93it/s]\nEpoch 0: |          | 11539/? [1:05:38<00:00,  2.93it/s]\nEpoch 0: |          | 11539/? [1:05:38<00:00,  2.93it/s]\nEpoch 0: |          | 11540/? [1:05:38<00:00,  2.93it/s]\nEpoch 0: |          | 11540/? [1:05:38<00:00,  2.93it/s]\nEpoch 0: |          | 11541/? [1:05:38<00:00,  2.93it/s]\nEpoch 0: |          | 11541/? [1:05:38<00:00,  2.93it/s]\nEpoch 0: |          | 11542/? [1:05:39<00:00,  2.93it/s]\nEpoch 0: |          | 11542/? [1:05:39<00:00,  2.93it/s]\nEpoch 0: |          | 11543/? [1:05:39<00:00,  2.93it/s]\nEpoch 0: |          | 11543/? [1:05:39<00:00,  2.93it/s]\nEpoch 0: |          | 11544/? [1:05:39<00:00,  2.93it/s]\nEpoch 0: |          | 11544/? [1:05:39<00:00,  2.93it/s]\nEpoch 0: |          | 11545/? [1:05:40<00:00,  2.93it/s]\nEpoch 0: |          | 11545/? [1:05:40<00:00,  2.93it/s]\nEpoch 0: |          | 11546/? [1:05:40<00:00,  2.93it/s]\nEpoch 0: |          | 11546/? [1:05:40<00:00,  2.93it/s]\nEpoch 0: |          | 11547/? [1:05:40<00:00,  2.93it/s]\nEpoch 0: |          | 11547/? [1:05:40<00:00,  2.93it/s]\nEpoch 0: |          | 11548/? [1:05:40<00:00,  2.93it/s]\nEpoch 0: |          | 11548/? [1:05:40<00:00,  2.93it/s]\nEpoch 0: |          | 11549/? [1:05:41<00:00,  2.93it/s]\nEpoch 0: |          | 11549/? [1:05:41<00:00,  2.93it/s]\nEpoch 0: |          | 11550/? [1:05:41<00:00,  2.93it/s]\nEpoch 0: |          | 11550/? [1:05:41<00:00,  2.93it/s]\nEpoch 0: |          | 11551/? [1:05:41<00:00,  2.93it/s]\nEpoch 0: |          | 11551/? [1:05:41<00:00,  2.93it/s]\nEpoch 0: |          | 11552/? [1:05:42<00:00,  2.93it/s]\nEpoch 0: |          | 11552/? [1:05:42<00:00,  2.93it/s]\nEpoch 0: |          | 11553/? [1:05:42<00:00,  2.93it/s]\nEpoch 0: |          | 11553/? [1:05:42<00:00,  2.93it/s]\nEpoch 0: |          | 11554/? [1:05:42<00:00,  2.93it/s]\nEpoch 0: |          | 11554/? [1:05:42<00:00,  2.93it/s]\nEpoch 0: |          | 11555/? [1:05:43<00:00,  2.93it/s]\nEpoch 0: |          | 11555/? [1:05:43<00:00,  2.93it/s]\nEpoch 0: |          | 11556/? [1:05:43<00:00,  2.93it/s]\nEpoch 0: |          | 11556/? [1:05:43<00:00,  2.93it/s]\nEpoch 0: |          | 11557/? [1:05:43<00:00,  2.93it/s]\nEpoch 0: |          | 11557/? [1:05:43<00:00,  2.93it/s]\nEpoch 0: |          | 11558/? [1:05:44<00:00,  2.93it/s]\nEpoch 0: |          | 11558/? [1:05:44<00:00,  2.93it/s]\nEpoch 0: |          | 11559/? [1:05:44<00:00,  2.93it/s]\nEpoch 0: |          | 11559/? [1:05:44<00:00,  2.93it/s]\nEpoch 0: |          | 11560/? [1:05:44<00:00,  2.93it/s]\nEpoch 0: |          | 11560/? [1:05:44<00:00,  2.93it/s]\nEpoch 0: |          | 11561/? [1:05:45<00:00,  2.93it/s]\nEpoch 0: |          | 11561/? [1:05:45<00:00,  2.93it/s]\nEpoch 0: |          | 11562/? [1:05:45<00:00,  2.93it/s]\nEpoch 0: |          | 11562/? [1:05:45<00:00,  2.93it/s]\nEpoch 0: |          | 11563/? [1:05:45<00:00,  2.93it/s]\nEpoch 0: |          | 11563/? [1:05:45<00:00,  2.93it/s]\nEpoch 0: |          | 11564/? [1:05:46<00:00,  2.93it/s]\nEpoch 0: |          | 11564/? [1:05:46<00:00,  2.93it/s]\nEpoch 0: |          | 11565/? [1:05:46<00:00,  2.93it/s]\nEpoch 0: |          | 11565/? [1:05:46<00:00,  2.93it/s]\nEpoch 0: |          | 11566/? [1:05:46<00:00,  2.93it/s]\nEpoch 0: |          | 11566/? [1:05:46<00:00,  2.93it/s]\nEpoch 0: |          | 11567/? [1:05:46<00:00,  2.93it/s]\nEpoch 0: |          | 11567/? [1:05:46<00:00,  2.93it/s]\nEpoch 0: |          | 11568/? [1:05:47<00:00,  2.93it/s]\nEpoch 0: |          | 11568/? [1:05:47<00:00,  2.93it/s]\nEpoch 0: |          | 11569/? [1:05:47<00:00,  2.93it/s]\nEpoch 0: |          | 11569/? [1:05:47<00:00,  2.93it/s]\nEpoch 0: |          | 11570/? [1:05:47<00:00,  2.93it/s]\nEpoch 0: |          | 11570/? [1:05:47<00:00,  2.93it/s]\nEpoch 0: |          | 11571/? [1:05:48<00:00,  2.93it/s]\nEpoch 0: |          | 11571/? [1:05:48<00:00,  2.93it/s]\nEpoch 0: |          | 11572/? [1:05:48<00:00,  2.93it/s]\nEpoch 0: |          | 11572/? [1:05:48<00:00,  2.93it/s]\nEpoch 0: |          | 11573/? [1:05:48<00:00,  2.93it/s]\nEpoch 0: |          | 11573/? [1:05:48<00:00,  2.93it/s]\nEpoch 0: |          | 11574/? [1:05:49<00:00,  2.93it/s]\nEpoch 0: |          | 11574/? [1:05:49<00:00,  2.93it/s]\nEpoch 0: |          | 11575/? [1:05:49<00:00,  2.93it/s]\nEpoch 0: |          | 11575/? [1:05:49<00:00,  2.93it/s]\nEpoch 0: |          | 11576/? [1:05:49<00:00,  2.93it/s]\nEpoch 0: |          | 11576/? [1:05:49<00:00,  2.93it/s]\nEpoch 0: |          | 11577/? [1:05:50<00:00,  2.93it/s]\nEpoch 0: |          | 11577/? [1:05:50<00:00,  2.93it/s]\nEpoch 0: |          | 11578/? [1:05:50<00:00,  2.93it/s]\nEpoch 0: |          | 11578/? [1:05:50<00:00,  2.93it/s]\nEpoch 0: |          | 11579/? [1:05:50<00:00,  2.93it/s]\nEpoch 0: |          | 11579/? [1:05:50<00:00,  2.93it/s]\nEpoch 0: |          | 11580/? [1:05:51<00:00,  2.93it/s]\nEpoch 0: |          | 11580/? [1:05:51<00:00,  2.93it/s]\nEpoch 0: |          | 11581/? [1:05:51<00:00,  2.93it/s]\nEpoch 0: |          | 11581/? [1:05:51<00:00,  2.93it/s]\nEpoch 0: |          | 11582/? [1:05:51<00:00,  2.93it/s]\nEpoch 0: |          | 11582/? [1:05:51<00:00,  2.93it/s]\nEpoch 0: |          | 11583/? [1:05:52<00:00,  2.93it/s]\nEpoch 0: |          | 11583/? [1:05:52<00:00,  2.93it/s]\nEpoch 0: |          | 11584/? [1:05:52<00:00,  2.93it/s]\nEpoch 0: |          | 11584/? [1:05:52<00:00,  2.93it/s]\nEpoch 0: |          | 11585/? [1:05:52<00:00,  2.93it/s]\nEpoch 0: |          | 11585/? [1:05:52<00:00,  2.93it/s]\nEpoch 0: |          | 11586/? [1:05:52<00:00,  2.93it/s]\nEpoch 0: |          | 11586/? [1:05:52<00:00,  2.93it/s]\nEpoch 0: |          | 11587/? [1:05:53<00:00,  2.93it/s]\nEpoch 0: |          | 11587/? [1:05:53<00:00,  2.93it/s]\nEpoch 0: |          | 11588/? [1:05:53<00:00,  2.93it/s]\nEpoch 0: |          | 11588/? [1:05:53<00:00,  2.93it/s]\nEpoch 0: |          | 11589/? [1:05:53<00:00,  2.93it/s]\nEpoch 0: |          | 11589/? [1:05:53<00:00,  2.93it/s]\nEpoch 0: |          | 11590/? [1:05:54<00:00,  2.93it/s]\nEpoch 0: |          | 11590/? [1:05:54<00:00,  2.93it/s]\nEpoch 0: |          | 11591/? [1:05:54<00:00,  2.93it/s]\nEpoch 0: |          | 11591/? [1:05:54<00:00,  2.93it/s]\nEpoch 0: |          | 11592/? [1:05:54<00:00,  2.93it/s]\nEpoch 0: |          | 11592/? [1:05:54<00:00,  2.93it/s]\nEpoch 0: |          | 11593/? [1:05:55<00:00,  2.93it/s]\nEpoch 0: |          | 11593/? [1:05:55<00:00,  2.93it/s]\nEpoch 0: |          | 11594/? [1:05:55<00:00,  2.93it/s]\nEpoch 0: |          | 11594/? [1:05:55<00:00,  2.93it/s]\nEpoch 0: |          | 11595/? [1:05:55<00:00,  2.93it/s]\nEpoch 0: |          | 11595/? [1:05:55<00:00,  2.93it/s]\nEpoch 0: |          | 11596/? [1:05:56<00:00,  2.93it/s]\nEpoch 0: |          | 11596/? [1:05:56<00:00,  2.93it/s]\nEpoch 0: |          | 11597/? [1:05:56<00:00,  2.93it/s]\nEpoch 0: |          | 11597/? [1:05:56<00:00,  2.93it/s]\nEpoch 0: |          | 11598/? [1:05:56<00:00,  2.93it/s]\nEpoch 0: |          | 11598/? [1:05:56<00:00,  2.93it/s]\nEpoch 0: |          | 11599/? [1:05:57<00:00,  2.93it/s]\nEpoch 0: |          | 11599/? [1:05:57<00:00,  2.93it/s]\nEpoch 0: |          | 11600/? [1:05:57<00:00,  2.93it/s]\nEpoch 0: |          | 11600/? [1:05:57<00:00,  2.93it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.15it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.87it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.02it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.22it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 11600/? [1:05:57<00:00,  2.93it/s]\nEpoch 0: |          | 11601/? [1:05:57<00:00,  2.93it/s]\nEpoch 0: |          | 11601/? [1:05:57<00:00,  2.93it/s]\nEpoch 0: |          | 11602/? [1:05:58<00:00,  2.93it/s]\nEpoch 0: |          | 11602/? [1:05:58<00:00,  2.93it/s]\nEpoch 0: |          | 11603/? [1:05:58<00:00,  2.93it/s]\nEpoch 0: |          | 11603/? [1:05:58<00:00,  2.93it/s]\nEpoch 0: |          | 11604/? [1:05:58<00:00,  2.93it/s]\nEpoch 0: |          | 11604/? [1:05:58<00:00,  2.93it/s]\nEpoch 0: |          | 11605/? [1:05:59<00:00,  2.93it/s]\nEpoch 0: |          | 11605/? [1:05:59<00:00,  2.93it/s]\nEpoch 0: |          | 11606/? [1:05:59<00:00,  2.93it/s]\nEpoch 0: |          | 11606/? [1:05:59<00:00,  2.93it/s]\nEpoch 0: |          | 11607/? [1:05:59<00:00,  2.93it/s]\nEpoch 0: |          | 11607/? [1:05:59<00:00,  2.93it/s]\nEpoch 0: |          | 11608/? [1:06:00<00:00,  2.93it/s]\nEpoch 0: |          | 11608/? [1:06:00<00:00,  2.93it/s]\nEpoch 0: |          | 11609/? [1:06:00<00:00,  2.93it/s]\nEpoch 0: |          | 11609/? [1:06:00<00:00,  2.93it/s]\nEpoch 0: |          | 11610/? [1:06:00<00:00,  2.93it/s]\nEpoch 0: |          | 11610/? [1:06:00<00:00,  2.93it/s]\nEpoch 0: |          | 11611/? [1:06:01<00:00,  2.93it/s]\nEpoch 0: |          | 11611/? [1:06:01<00:00,  2.93it/s]\nEpoch 0: |          | 11612/? [1:06:01<00:00,  2.93it/s]\nEpoch 0: |          | 11612/? [1:06:01<00:00,  2.93it/s]\nEpoch 0: |          | 11613/? [1:06:01<00:00,  2.93it/s]\nEpoch 0: |          | 11613/? [1:06:01<00:00,  2.93it/s]\nEpoch 0: |          | 11614/? [1:06:02<00:00,  2.93it/s]\nEpoch 0: |          | 11614/? [1:06:02<00:00,  2.93it/s]\nEpoch 0: |          | 11615/? [1:06:02<00:00,  2.93it/s]\nEpoch 0: |          | 11615/? [1:06:02<00:00,  2.93it/s]\nEpoch 0: |          | 11616/? [1:06:02<00:00,  2.93it/s]\nEpoch 0: |          | 11616/? [1:06:02<00:00,  2.93it/s]\nEpoch 0: |          | 11617/? [1:06:03<00:00,  2.93it/s]\nEpoch 0: |          | 11617/? [1:06:03<00:00,  2.93it/s]\nEpoch 0: |          | 11618/? [1:06:03<00:00,  2.93it/s]\nEpoch 0: |          | 11618/? [1:06:03<00:00,  2.93it/s]\nEpoch 0: |          | 11619/? [1:06:03<00:00,  2.93it/s]\nEpoch 0: |          | 11619/? [1:06:03<00:00,  2.93it/s]\nEpoch 0: |          | 11620/? [1:06:03<00:00,  2.93it/s]\nEpoch 0: |          | 11620/? [1:06:03<00:00,  2.93it/s]\nEpoch 0: |          | 11621/? [1:06:04<00:00,  2.93it/s]\nEpoch 0: |          | 11621/? [1:06:04<00:00,  2.93it/s]\nEpoch 0: |          | 11622/? [1:06:04<00:00,  2.93it/s]\nEpoch 0: |          | 11622/? [1:06:04<00:00,  2.93it/s]\nEpoch 0: |          | 11623/? [1:06:04<00:00,  2.93it/s]\nEpoch 0: |          | 11623/? [1:06:04<00:00,  2.93it/s]\nEpoch 0: |          | 11624/? [1:06:05<00:00,  2.93it/s]\nEpoch 0: |          | 11624/? [1:06:05<00:00,  2.93it/s]\nEpoch 0: |          | 11625/? [1:06:05<00:00,  2.93it/s]\nEpoch 0: |          | 11625/? [1:06:05<00:00,  2.93it/s]\nEpoch 0: |          | 11626/? [1:06:05<00:00,  2.93it/s]\nEpoch 0: |          | 11626/? [1:06:05<00:00,  2.93it/s]\nEpoch 0: |          | 11627/? [1:06:06<00:00,  2.93it/s]\nEpoch 0: |          | 11627/? [1:06:06<00:00,  2.93it/s]\nEpoch 0: |          | 11628/? [1:06:06<00:00,  2.93it/s]\nEpoch 0: |          | 11628/? [1:06:06<00:00,  2.93it/s]\nEpoch 0: |          | 11629/? [1:06:06<00:00,  2.93it/s]\nEpoch 0: |          | 11629/? [1:06:06<00:00,  2.93it/s]\nEpoch 0: |          | 11630/? [1:06:07<00:00,  2.93it/s]\nEpoch 0: |          | 11630/? [1:06:07<00:00,  2.93it/s]\nEpoch 0: |          | 11631/? [1:06:07<00:00,  2.93it/s]\nEpoch 0: |          | 11631/? [1:06:07<00:00,  2.93it/s]\nEpoch 0: |          | 11632/? [1:06:07<00:00,  2.93it/s]\nEpoch 0: |          | 11632/? [1:06:07<00:00,  2.93it/s]\nEpoch 0: |          | 11633/? [1:06:08<00:00,  2.93it/s]\nEpoch 0: |          | 11633/? [1:06:08<00:00,  2.93it/s]\nEpoch 0: |          | 11634/? [1:06:08<00:00,  2.93it/s]\nEpoch 0: |          | 11634/? [1:06:08<00:00,  2.93it/s]\nEpoch 0: |          | 11635/? [1:06:08<00:00,  2.93it/s]\nEpoch 0: |          | 11635/? [1:06:08<00:00,  2.93it/s]\nEpoch 0: |          | 11636/? [1:06:09<00:00,  2.93it/s]\nEpoch 0: |          | 11636/? [1:06:09<00:00,  2.93it/s]\nEpoch 0: |          | 11637/? [1:06:09<00:00,  2.93it/s]\nEpoch 0: |          | 11637/? [1:06:09<00:00,  2.93it/s]\nEpoch 0: |          | 11638/? [1:06:09<00:00,  2.93it/s]\nEpoch 0: |          | 11638/? [1:06:09<00:00,  2.93it/s]\nEpoch 0: |          | 11639/? [1:06:10<00:00,  2.93it/s]\nEpoch 0: |          | 11639/? [1:06:10<00:00,  2.93it/s]\nEpoch 0: |          | 11640/? [1:06:10<00:00,  2.93it/s]\nEpoch 0: |          | 11640/? [1:06:10<00:00,  2.93it/s]\nEpoch 0: |          | 11641/? [1:06:10<00:00,  2.93it/s]\nEpoch 0: |          | 11641/? [1:06:10<00:00,  2.93it/s]\nEpoch 0: |          | 11642/? [1:06:10<00:00,  2.93it/s]\nEpoch 0: |          | 11642/? [1:06:10<00:00,  2.93it/s]\nEpoch 0: |          | 11643/? [1:06:11<00:00,  2.93it/s]\nEpoch 0: |          | 11643/? [1:06:11<00:00,  2.93it/s]\nEpoch 0: |          | 11644/? [1:06:11<00:00,  2.93it/s]\nEpoch 0: |          | 11644/? [1:06:11<00:00,  2.93it/s]\nEpoch 0: |          | 11645/? [1:06:11<00:00,  2.93it/s]\nEpoch 0: |          | 11645/? [1:06:11<00:00,  2.93it/s]\nEpoch 0: |          | 11646/? [1:06:12<00:00,  2.93it/s]\nEpoch 0: |          | 11646/? [1:06:12<00:00,  2.93it/s]\nEpoch 0: |          | 11647/? [1:06:12<00:00,  2.93it/s]\nEpoch 0: |          | 11647/? [1:06:12<00:00,  2.93it/s]\nEpoch 0: |          | 11648/? [1:06:12<00:00,  2.93it/s]\nEpoch 0: |          | 11648/? [1:06:12<00:00,  2.93it/s]\nEpoch 0: |          | 11649/? [1:06:13<00:00,  2.93it/s]\nEpoch 0: |          | 11649/? [1:06:13<00:00,  2.93it/s]\nEpoch 0: |          | 11650/? [1:06:13<00:00,  2.93it/s]\nEpoch 0: |          | 11650/? [1:06:13<00:00,  2.93it/s]\nEpoch 0: |          | 11651/? [1:06:13<00:00,  2.93it/s]\nEpoch 0: |          | 11651/? [1:06:13<00:00,  2.93it/s]\nEpoch 0: |          | 11652/? [1:06:14<00:00,  2.93it/s]\nEpoch 0: |          | 11652/? [1:06:14<00:00,  2.93it/s]\nEpoch 0: |          | 11653/? [1:06:14<00:00,  2.93it/s]\nEpoch 0: |          | 11653/? [1:06:14<00:00,  2.93it/s]\nEpoch 0: |          | 11654/? [1:06:14<00:00,  2.93it/s]\nEpoch 0: |          | 11654/? [1:06:14<00:00,  2.93it/s]\nEpoch 0: |          | 11655/? [1:06:15<00:00,  2.93it/s]\nEpoch 0: |          | 11655/? [1:06:15<00:00,  2.93it/s]\nEpoch 0: |          | 11656/? [1:06:15<00:00,  2.93it/s]\nEpoch 0: |          | 11656/? [1:06:15<00:00,  2.93it/s]\nEpoch 0: |          | 11657/? [1:06:15<00:00,  2.93it/s]\nEpoch 0: |          | 11657/? [1:06:15<00:00,  2.93it/s]\nEpoch 0: |          | 11658/? [1:06:15<00:00,  2.93it/s]\nEpoch 0: |          | 11658/? [1:06:15<00:00,  2.93it/s]\nEpoch 0: |          | 11659/? [1:06:16<00:00,  2.93it/s]\nEpoch 0: |          | 11659/? [1:06:16<00:00,  2.93it/s]\nEpoch 0: |          | 11660/? [1:06:16<00:00,  2.93it/s]\nEpoch 0: |          | 11660/? [1:06:16<00:00,  2.93it/s]\nEpoch 0: |          | 11661/? [1:06:16<00:00,  2.93it/s]\nEpoch 0: |          | 11661/? [1:06:16<00:00,  2.93it/s]\nEpoch 0: |          | 11662/? [1:06:17<00:00,  2.93it/s]\nEpoch 0: |          | 11662/? [1:06:17<00:00,  2.93it/s]\nEpoch 0: |          | 11663/? [1:06:17<00:00,  2.93it/s]\nEpoch 0: |          | 11663/? [1:06:17<00:00,  2.93it/s]\nEpoch 0: |          | 11664/? [1:06:17<00:00,  2.93it/s]\nEpoch 0: |          | 11664/? [1:06:17<00:00,  2.93it/s]\nEpoch 0: |          | 11665/? [1:06:18<00:00,  2.93it/s]\nEpoch 0: |          | 11665/? [1:06:18<00:00,  2.93it/s]\nEpoch 0: |          | 11666/? [1:06:18<00:00,  2.93it/s]\nEpoch 0: |          | 11666/? [1:06:18<00:00,  2.93it/s]\nEpoch 0: |          | 11667/? [1:06:18<00:00,  2.93it/s]\nEpoch 0: |          | 11667/? [1:06:18<00:00,  2.93it/s]\nEpoch 0: |          | 11668/? [1:06:19<00:00,  2.93it/s]\nEpoch 0: |          | 11668/? [1:06:19<00:00,  2.93it/s]\nEpoch 0: |          | 11669/? [1:06:19<00:00,  2.93it/s]\nEpoch 0: |          | 11669/? [1:06:19<00:00,  2.93it/s]\nEpoch 0: |          | 11670/? [1:06:19<00:00,  2.93it/s]\nEpoch 0: |          | 11670/? [1:06:19<00:00,  2.93it/s]\nEpoch 0: |          | 11671/? [1:06:20<00:00,  2.93it/s]\nEpoch 0: |          | 11671/? [1:06:20<00:00,  2.93it/s]\nEpoch 0: |          | 11672/? [1:06:20<00:00,  2.93it/s]\nEpoch 0: |          | 11672/? [1:06:20<00:00,  2.93it/s]\nEpoch 0: |          | 11673/? [1:06:20<00:00,  2.93it/s]\nEpoch 0: |          | 11673/? [1:06:20<00:00,  2.93it/s]\nEpoch 0: |          | 11674/? [1:06:21<00:00,  2.93it/s]\nEpoch 0: |          | 11674/? [1:06:21<00:00,  2.93it/s]\nEpoch 0: |          | 11675/? [1:06:21<00:00,  2.93it/s]\nEpoch 0: |          | 11675/? [1:06:21<00:00,  2.93it/s]\nEpoch 0: |          | 11676/? [1:06:21<00:00,  2.93it/s]\nEpoch 0: |          | 11676/? [1:06:21<00:00,  2.93it/s]\nEpoch 0: |          | 11677/? [1:06:21<00:00,  2.93it/s]\nEpoch 0: |          | 11677/? [1:06:21<00:00,  2.93it/s]\nEpoch 0: |          | 11678/? [1:06:22<00:00,  2.93it/s]\nEpoch 0: |          | 11678/? [1:06:22<00:00,  2.93it/s]\nEpoch 0: |          | 11679/? [1:06:22<00:00,  2.93it/s]\nEpoch 0: |          | 11679/? [1:06:22<00:00,  2.93it/s]\nEpoch 0: |          | 11680/? [1:06:22<00:00,  2.93it/s]\nEpoch 0: |          | 11680/? [1:06:22<00:00,  2.93it/s]\nEpoch 0: |          | 11681/? [1:06:23<00:00,  2.93it/s]\nEpoch 0: |          | 11681/? [1:06:23<00:00,  2.93it/s]\nEpoch 0: |          | 11682/? [1:06:23<00:00,  2.93it/s]\nEpoch 0: |          | 11682/? [1:06:23<00:00,  2.93it/s]\nEpoch 0: |          | 11683/? [1:06:23<00:00,  2.93it/s]\nEpoch 0: |          | 11683/? [1:06:23<00:00,  2.93it/s]\nEpoch 0: |          | 11684/? [1:06:24<00:00,  2.93it/s]\nEpoch 0: |          | 11684/? [1:06:24<00:00,  2.93it/s]\nEpoch 0: |          | 11685/? [1:06:24<00:00,  2.93it/s]\nEpoch 0: |          | 11685/? [1:06:24<00:00,  2.93it/s]\nEpoch 0: |          | 11686/? [1:06:24<00:00,  2.93it/s]\nEpoch 0: |          | 11686/? [1:06:24<00:00,  2.93it/s]\nEpoch 0: |          | 11687/? [1:06:25<00:00,  2.93it/s]\nEpoch 0: |          | 11687/? [1:06:25<00:00,  2.93it/s]\nEpoch 0: |          | 11688/? [1:06:25<00:00,  2.93it/s]\nEpoch 0: |          | 11688/? [1:06:25<00:00,  2.93it/s]\nEpoch 0: |          | 11689/? [1:06:25<00:00,  2.93it/s]\nEpoch 0: |          | 11689/? [1:06:25<00:00,  2.93it/s]\nEpoch 0: |          | 11690/? [1:06:26<00:00,  2.93it/s]\nEpoch 0: |          | 11690/? [1:06:26<00:00,  2.93it/s]\nEpoch 0: |          | 11691/? [1:06:26<00:00,  2.93it/s]\nEpoch 0: |          | 11691/? [1:06:26<00:00,  2.93it/s]\nEpoch 0: |          | 11692/? [1:06:26<00:00,  2.93it/s]\nEpoch 0: |          | 11692/? [1:06:26<00:00,  2.93it/s]\nEpoch 0: |          | 11693/? [1:06:26<00:00,  2.93it/s]\nEpoch 0: |          | 11693/? [1:06:26<00:00,  2.93it/s]\nEpoch 0: |          | 11694/? [1:06:27<00:00,  2.93it/s]\nEpoch 0: |          | 11694/? [1:06:27<00:00,  2.93it/s]\nEpoch 0: |          | 11695/? [1:06:27<00:00,  2.93it/s]\nEpoch 0: |          | 11695/? [1:06:27<00:00,  2.93it/s]\nEpoch 0: |          | 11696/? [1:06:27<00:00,  2.93it/s]\nEpoch 0: |          | 11696/? [1:06:27<00:00,  2.93it/s]\nEpoch 0: |          | 11697/? [1:06:28<00:00,  2.93it/s]\nEpoch 0: |          | 11697/? [1:06:28<00:00,  2.93it/s]\nEpoch 0: |          | 11698/? [1:06:28<00:00,  2.93it/s]\nEpoch 0: |          | 11698/? [1:06:28<00:00,  2.93it/s]\nEpoch 0: |          | 11699/? [1:06:28<00:00,  2.93it/s]\nEpoch 0: |          | 11699/? [1:06:28<00:00,  2.93it/s]\nEpoch 0: |          | 11700/? [1:06:29<00:00,  2.93it/s]\nEpoch 0: |          | 11700/? [1:06:29<00:00,  2.93it/s]\nEpoch 0: |          | 11701/? [1:06:29<00:00,  2.93it/s]\nEpoch 0: |          | 11701/? [1:06:29<00:00,  2.93it/s]\nEpoch 0: |          | 11702/? [1:06:29<00:00,  2.93it/s]\nEpoch 0: |          | 11702/? [1:06:29<00:00,  2.93it/s]\nEpoch 0: |          | 11703/? [1:06:30<00:00,  2.93it/s]\nEpoch 0: |          | 11703/? [1:06:30<00:00,  2.93it/s]\nEpoch 0: |          | 11704/? [1:06:30<00:00,  2.93it/s]\nEpoch 0: |          | 11704/? [1:06:30<00:00,  2.93it/s]\nEpoch 0: |          | 11705/? [1:06:30<00:00,  2.93it/s]\nEpoch 0: |          | 11705/? [1:06:30<00:00,  2.93it/s]\nEpoch 0: |          | 11706/? [1:06:31<00:00,  2.93it/s]\nEpoch 0: |          | 11706/? [1:06:31<00:00,  2.93it/s]\nEpoch 0: |          | 11707/? [1:06:31<00:00,  2.93it/s]\nEpoch 0: |          | 11707/? [1:06:31<00:00,  2.93it/s]\nEpoch 0: |          | 11708/? [1:06:31<00:00,  2.93it/s]\nEpoch 0: |          | 11708/? [1:06:31<00:00,  2.93it/s]\nEpoch 0: |          | 11709/? [1:06:32<00:00,  2.93it/s]\nEpoch 0: |          | 11709/? [1:06:32<00:00,  2.93it/s]\nEpoch 0: |          | 11710/? [1:06:32<00:00,  2.93it/s]\nEpoch 0: |          | 11710/? [1:06:32<00:00,  2.93it/s]\nEpoch 0: |          | 11711/? [1:06:32<00:00,  2.93it/s]\nEpoch 0: |          | 11711/? [1:06:32<00:00,  2.93it/s]\nEpoch 0: |          | 11712/? [1:06:33<00:00,  2.93it/s]\nEpoch 0: |          | 11712/? [1:06:33<00:00,  2.93it/s]\nEpoch 0: |          | 11713/? [1:06:33<00:00,  2.93it/s]\nEpoch 0: |          | 11713/? [1:06:33<00:00,  2.93it/s]\nEpoch 0: |          | 11714/? [1:06:33<00:00,  2.93it/s]\nEpoch 0: |          | 11714/? [1:06:33<00:00,  2.93it/s]\nEpoch 0: |          | 11715/? [1:06:34<00:00,  2.93it/s]\nEpoch 0: |          | 11715/? [1:06:34<00:00,  2.93it/s]\nEpoch 0: |          | 11716/? [1:06:34<00:00,  2.93it/s]\nEpoch 0: |          | 11716/? [1:06:34<00:00,  2.93it/s]\nEpoch 0: |          | 11717/? [1:06:34<00:00,  2.93it/s]\nEpoch 0: |          | 11717/? [1:06:34<00:00,  2.93it/s]\nEpoch 0: |          | 11718/? [1:06:35<00:00,  2.93it/s]\nEpoch 0: |          | 11718/? [1:06:35<00:00,  2.93it/s]\nEpoch 0: |          | 11719/? [1:06:35<00:00,  2.93it/s]\nEpoch 0: |          | 11719/? [1:06:35<00:00,  2.93it/s]\nEpoch 0: |          | 11720/? [1:06:35<00:00,  2.93it/s]\nEpoch 0: |          | 11720/? [1:06:35<00:00,  2.93it/s]\nEpoch 0: |          | 11721/? [1:06:35<00:00,  2.93it/s]\nEpoch 0: |          | 11721/? [1:06:35<00:00,  2.93it/s]\nEpoch 0: |          | 11722/? [1:06:36<00:00,  2.93it/s]\nEpoch 0: |          | 11722/? [1:06:36<00:00,  2.93it/s]\nEpoch 0: |          | 11723/? [1:06:36<00:00,  2.93it/s]\nEpoch 0: |          | 11723/? [1:06:36<00:00,  2.93it/s]\nEpoch 0: |          | 11724/? [1:06:36<00:00,  2.93it/s]\nEpoch 0: |          | 11724/? [1:06:36<00:00,  2.93it/s]\nEpoch 0: |          | 11725/? [1:06:37<00:00,  2.93it/s]\nEpoch 0: |          | 11725/? [1:06:37<00:00,  2.93it/s]\nEpoch 0: |          | 11726/? [1:06:37<00:00,  2.93it/s]\nEpoch 0: |          | 11726/? [1:06:37<00:00,  2.93it/s]\nEpoch 0: |          | 11727/? [1:06:37<00:00,  2.93it/s]\nEpoch 0: |          | 11727/? [1:06:37<00:00,  2.93it/s]\nEpoch 0: |          | 11728/? [1:06:38<00:00,  2.93it/s]\nEpoch 0: |          | 11728/? [1:06:38<00:00,  2.93it/s]\nEpoch 0: |          | 11729/? [1:06:38<00:00,  2.93it/s]\nEpoch 0: |          | 11729/? [1:06:38<00:00,  2.93it/s]\nEpoch 0: |          | 11730/? [1:06:38<00:00,  2.93it/s]\nEpoch 0: |          | 11730/? [1:06:38<00:00,  2.93it/s]\nEpoch 0: |          | 11731/? [1:06:39<00:00,  2.93it/s]\nEpoch 0: |          | 11731/? [1:06:39<00:00,  2.93it/s]\nEpoch 0: |          | 11732/? [1:06:39<00:00,  2.93it/s]\nEpoch 0: |          | 11732/? [1:06:39<00:00,  2.93it/s]\nEpoch 0: |          | 11733/? [1:06:39<00:00,  2.93it/s]\nEpoch 0: |          | 11733/? [1:06:39<00:00,  2.93it/s]\nEpoch 0: |          | 11734/? [1:06:40<00:00,  2.93it/s]\nEpoch 0: |          | 11734/? [1:06:40<00:00,  2.93it/s]\nEpoch 0: |          | 11735/? [1:06:40<00:00,  2.93it/s]\nEpoch 0: |          | 11735/? [1:06:40<00:00,  2.93it/s]\nEpoch 0: |          | 11736/? [1:06:40<00:00,  2.93it/s]\nEpoch 0: |          | 11736/? [1:06:40<00:00,  2.93it/s]\nEpoch 0: |          | 11737/? [1:06:41<00:00,  2.93it/s]\nEpoch 0: |          | 11737/? [1:06:41<00:00,  2.93it/s]\nEpoch 0: |          | 11738/? [1:06:41<00:00,  2.93it/s]\nEpoch 0: |          | 11738/? [1:06:41<00:00,  2.93it/s]\nEpoch 0: |          | 11739/? [1:06:41<00:00,  2.93it/s]\nEpoch 0: |          | 11739/? [1:06:41<00:00,  2.93it/s]\nEpoch 0: |          | 11740/? [1:06:41<00:00,  2.93it/s]\nEpoch 0: |          | 11740/? [1:06:41<00:00,  2.93it/s]\nEpoch 0: |          | 11741/? [1:06:42<00:00,  2.93it/s]\nEpoch 0: |          | 11741/? [1:06:42<00:00,  2.93it/s]\nEpoch 0: |          | 11742/? [1:06:42<00:00,  2.93it/s]\nEpoch 0: |          | 11742/? [1:06:42<00:00,  2.93it/s]\nEpoch 0: |          | 11743/? [1:06:42<00:00,  2.93it/s]\nEpoch 0: |          | 11743/? [1:06:42<00:00,  2.93it/s]\nEpoch 0: |          | 11744/? [1:06:43<00:00,  2.93it/s]\nEpoch 0: |          | 11744/? [1:06:43<00:00,  2.93it/s]\nEpoch 0: |          | 11745/? [1:06:43<00:00,  2.93it/s]\nEpoch 0: |          | 11745/? [1:06:43<00:00,  2.93it/s]\nEpoch 0: |          | 11746/? [1:06:43<00:00,  2.93it/s]\nEpoch 0: |          | 11746/? [1:06:43<00:00,  2.93it/s]\nEpoch 0: |          | 11747/? [1:06:44<00:00,  2.93it/s]\nEpoch 0: |          | 11747/? [1:06:44<00:00,  2.93it/s]\nEpoch 0: |          | 11748/? [1:06:44<00:00,  2.93it/s]\nEpoch 0: |          | 11748/? [1:06:44<00:00,  2.93it/s]\nEpoch 0: |          | 11749/? [1:06:44<00:00,  2.93it/s]\nEpoch 0: |          | 11749/? [1:06:44<00:00,  2.93it/s]\nEpoch 0: |          | 11750/? [1:06:45<00:00,  2.93it/s]\nEpoch 0: |          | 11750/? [1:06:45<00:00,  2.93it/s]\nEpoch 0: |          | 11751/? [1:06:45<00:00,  2.93it/s]\nEpoch 0: |          | 11751/? [1:06:45<00:00,  2.93it/s]\nEpoch 0: |          | 11752/? [1:06:45<00:00,  2.93it/s]\nEpoch 0: |          | 11752/? [1:06:45<00:00,  2.93it/s]\nEpoch 0: |          | 11753/? [1:06:46<00:00,  2.93it/s]\nEpoch 0: |          | 11753/? [1:06:46<00:00,  2.93it/s]\nEpoch 0: |          | 11754/? [1:06:46<00:00,  2.93it/s]\nEpoch 0: |          | 11754/? [1:06:46<00:00,  2.93it/s]\nEpoch 0: |          | 11755/? [1:06:46<00:00,  2.93it/s]\nEpoch 0: |          | 11755/? [1:06:46<00:00,  2.93it/s]\nEpoch 0: |          | 11756/? [1:06:46<00:00,  2.93it/s]\nEpoch 0: |          | 11756/? [1:06:46<00:00,  2.93it/s]\nEpoch 0: |          | 11757/? [1:06:47<00:00,  2.93it/s]\nEpoch 0: |          | 11757/? [1:06:47<00:00,  2.93it/s]\nEpoch 0: |          | 11758/? [1:06:47<00:00,  2.93it/s]\nEpoch 0: |          | 11758/? [1:06:47<00:00,  2.93it/s]\nEpoch 0: |          | 11759/? [1:06:47<00:00,  2.93it/s]\nEpoch 0: |          | 11759/? [1:06:47<00:00,  2.93it/s]\nEpoch 0: |          | 11760/? [1:06:48<00:00,  2.93it/s]\nEpoch 0: |          | 11760/? [1:06:48<00:00,  2.93it/s]\nEpoch 0: |          | 11761/? [1:06:48<00:00,  2.93it/s]\nEpoch 0: |          | 11761/? [1:06:48<00:00,  2.93it/s]\nEpoch 0: |          | 11762/? [1:06:48<00:00,  2.93it/s]\nEpoch 0: |          | 11762/? [1:06:48<00:00,  2.93it/s]\nEpoch 0: |          | 11763/? [1:06:49<00:00,  2.93it/s]\nEpoch 0: |          | 11763/? [1:06:49<00:00,  2.93it/s]\nEpoch 0: |          | 11764/? [1:06:49<00:00,  2.93it/s]\nEpoch 0: |          | 11764/? [1:06:49<00:00,  2.93it/s]\nEpoch 0: |          | 11765/? [1:06:49<00:00,  2.93it/s]\nEpoch 0: |          | 11765/? [1:06:49<00:00,  2.93it/s]\nEpoch 0: |          | 11766/? [1:06:50<00:00,  2.93it/s]\nEpoch 0: |          | 11766/? [1:06:50<00:00,  2.93it/s]\nEpoch 0: |          | 11767/? [1:06:50<00:00,  2.93it/s]\nEpoch 0: |          | 11767/? [1:06:50<00:00,  2.93it/s]\nEpoch 0: |          | 11768/? [1:06:50<00:00,  2.93it/s]\nEpoch 0: |          | 11768/? [1:06:50<00:00,  2.93it/s]\nEpoch 0: |          | 11769/? [1:06:50<00:00,  2.93it/s]\nEpoch 0: |          | 11769/? [1:06:50<00:00,  2.93it/s]\nEpoch 0: |          | 11770/? [1:06:51<00:00,  2.93it/s]\nEpoch 0: |          | 11770/? [1:06:51<00:00,  2.93it/s]\nEpoch 0: |          | 11771/? [1:06:51<00:00,  2.93it/s]\nEpoch 0: |          | 11771/? [1:06:51<00:00,  2.93it/s]\nEpoch 0: |          | 11772/? [1:06:51<00:00,  2.93it/s]\nEpoch 0: |          | 11772/? [1:06:51<00:00,  2.93it/s]\nEpoch 0: |          | 11773/? [1:06:52<00:00,  2.93it/s]\nEpoch 0: |          | 11773/? [1:06:52<00:00,  2.93it/s]\nEpoch 0: |          | 11774/? [1:06:52<00:00,  2.93it/s]\nEpoch 0: |          | 11774/? [1:06:52<00:00,  2.93it/s]\nEpoch 0: |          | 11775/? [1:06:52<00:00,  2.93it/s]\nEpoch 0: |          | 11775/? [1:06:52<00:00,  2.93it/s]\nEpoch 0: |          | 11776/? [1:06:53<00:00,  2.93it/s]\nEpoch 0: |          | 11776/? [1:06:53<00:00,  2.93it/s]\nEpoch 0: |          | 11777/? [1:06:53<00:00,  2.93it/s]\nEpoch 0: |          | 11777/? [1:06:53<00:00,  2.93it/s]\nEpoch 0: |          | 11778/? [1:06:53<00:00,  2.93it/s]\nEpoch 0: |          | 11778/? [1:06:53<00:00,  2.93it/s]\nEpoch 0: |          | 11779/? [1:06:54<00:00,  2.93it/s]\nEpoch 0: |          | 11779/? [1:06:54<00:00,  2.93it/s]\nEpoch 0: |          | 11780/? [1:06:54<00:00,  2.93it/s]\nEpoch 0: |          | 11780/? [1:06:54<00:00,  2.93it/s]\nEpoch 0: |          | 11781/? [1:06:54<00:00,  2.93it/s]\nEpoch 0: |          | 11781/? [1:06:54<00:00,  2.93it/s]\nEpoch 0: |          | 11782/? [1:06:55<00:00,  2.93it/s]\nEpoch 0: |          | 11782/? [1:06:55<00:00,  2.93it/s]\nEpoch 0: |          | 11783/? [1:06:55<00:00,  2.93it/s]\nEpoch 0: |          | 11783/? [1:06:55<00:00,  2.93it/s]\nEpoch 0: |          | 11784/? [1:06:55<00:00,  2.93it/s]\nEpoch 0: |          | 11784/? [1:06:55<00:00,  2.93it/s]\nEpoch 0: |          | 11785/? [1:06:56<00:00,  2.93it/s]\nEpoch 0: |          | 11785/? [1:06:56<00:00,  2.93it/s]\nEpoch 0: |          | 11786/? [1:06:56<00:00,  2.93it/s]\nEpoch 0: |          | 11786/? [1:06:56<00:00,  2.93it/s]\nEpoch 0: |          | 11787/? [1:06:56<00:00,  2.93it/s]\nEpoch 0: |          | 11787/? [1:06:56<00:00,  2.93it/s]\nEpoch 0: |          | 11788/? [1:06:56<00:00,  2.93it/s]\nEpoch 0: |          | 11788/? [1:06:56<00:00,  2.93it/s]\nEpoch 0: |          | 11789/? [1:06:57<00:00,  2.93it/s]\nEpoch 0: |          | 11789/? [1:06:57<00:00,  2.93it/s]\nEpoch 0: |          | 11790/? [1:06:57<00:00,  2.93it/s]\nEpoch 0: |          | 11790/? [1:06:57<00:00,  2.93it/s]\nEpoch 0: |          | 11791/? [1:06:57<00:00,  2.93it/s]\nEpoch 0: |          | 11791/? [1:06:57<00:00,  2.93it/s]\nEpoch 0: |          | 11792/? [1:06:58<00:00,  2.93it/s]\nEpoch 0: |          | 11792/? [1:06:58<00:00,  2.93it/s]\nEpoch 0: |          | 11793/? [1:06:58<00:00,  2.93it/s]\nEpoch 0: |          | 11793/? [1:06:58<00:00,  2.93it/s]\nEpoch 0: |          | 11794/? [1:06:58<00:00,  2.93it/s]\nEpoch 0: |          | 11794/? [1:06:58<00:00,  2.93it/s]\nEpoch 0: |          | 11795/? [1:06:59<00:00,  2.93it/s]\nEpoch 0: |          | 11795/? [1:06:59<00:00,  2.93it/s]\nEpoch 0: |          | 11796/? [1:06:59<00:00,  2.93it/s]\nEpoch 0: |          | 11796/? [1:06:59<00:00,  2.93it/s]\nEpoch 0: |          | 11797/? [1:06:59<00:00,  2.93it/s]\nEpoch 0: |          | 11797/? [1:06:59<00:00,  2.93it/s]\nEpoch 0: |          | 11798/? [1:07:00<00:00,  2.93it/s]\nEpoch 0: |          | 11798/? [1:07:00<00:00,  2.93it/s]\nEpoch 0: |          | 11799/? [1:07:00<00:00,  2.93it/s]\nEpoch 0: |          | 11799/? [1:07:00<00:00,  2.93it/s]\nEpoch 0: |          | 11800/? [1:07:00<00:00,  2.93it/s]\nEpoch 0: |          | 11800/? [1:07:00<00:00,  2.93it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.49it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.01it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.84it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.68it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 11800/? [1:07:01<00:00,  2.93it/s]\nEpoch 0: |          | 11801/? [1:07:01<00:00,  2.93it/s]\nEpoch 0: |          | 11801/? [1:07:01<00:00,  2.93it/s]\nEpoch 0: |          | 11802/? [1:07:01<00:00,  2.93it/s]\nEpoch 0: |          | 11802/? [1:07:01<00:00,  2.93it/s]\nEpoch 0: |          | 11803/? [1:07:01<00:00,  2.93it/s]\nEpoch 0: |          | 11803/? [1:07:01<00:00,  2.93it/s]\nEpoch 0: |          | 11804/? [1:07:02<00:00,  2.93it/s]\nEpoch 0: |          | 11804/? [1:07:02<00:00,  2.93it/s]\nEpoch 0: |          | 11805/? [1:07:02<00:00,  2.93it/s]\nEpoch 0: |          | 11805/? [1:07:02<00:00,  2.93it/s]\nEpoch 0: |          | 11806/? [1:07:02<00:00,  2.93it/s]\nEpoch 0: |          | 11806/? [1:07:02<00:00,  2.93it/s]\nEpoch 0: |          | 11807/? [1:07:03<00:00,  2.93it/s]\nEpoch 0: |          | 11807/? [1:07:03<00:00,  2.93it/s]\nEpoch 0: |          | 11808/? [1:07:03<00:00,  2.93it/s]\nEpoch 0: |          | 11808/? [1:07:03<00:00,  2.93it/s]\nEpoch 0: |          | 11809/? [1:07:03<00:00,  2.93it/s]\nEpoch 0: |          | 11809/? [1:07:03<00:00,  2.93it/s]\nEpoch 0: |          | 11810/? [1:07:04<00:00,  2.93it/s]\nEpoch 0: |          | 11810/? [1:07:04<00:00,  2.93it/s]\nEpoch 0: |          | 11811/? [1:07:04<00:00,  2.93it/s]\nEpoch 0: |          | 11811/? [1:07:04<00:00,  2.93it/s]\nEpoch 0: |          | 11812/? [1:07:04<00:00,  2.93it/s]\nEpoch 0: |          | 11812/? [1:07:04<00:00,  2.93it/s]\nEpoch 0: |          | 11813/? [1:07:05<00:00,  2.93it/s]\nEpoch 0: |          | 11813/? [1:07:05<00:00,  2.93it/s]\nEpoch 0: |          | 11814/? [1:07:05<00:00,  2.93it/s]\nEpoch 0: |          | 11814/? [1:07:05<00:00,  2.93it/s]\nEpoch 0: |          | 11815/? [1:07:05<00:00,  2.93it/s]\nEpoch 0: |          | 11815/? [1:07:05<00:00,  2.93it/s]\nEpoch 0: |          | 11816/? [1:07:05<00:00,  2.93it/s]\nEpoch 0: |          | 11816/? [1:07:05<00:00,  2.93it/s]\nEpoch 0: |          | 11817/? [1:07:06<00:00,  2.93it/s]\nEpoch 0: |          | 11817/? [1:07:06<00:00,  2.93it/s]\nEpoch 0: |          | 11818/? [1:07:06<00:00,  2.93it/s]\nEpoch 0: |          | 11818/? [1:07:06<00:00,  2.93it/s]\nEpoch 0: |          | 11819/? [1:07:06<00:00,  2.94it/s]\nEpoch 0: |          | 11819/? [1:07:06<00:00,  2.94it/s]\nEpoch 0: |          | 11820/? [1:07:07<00:00,  2.94it/s]\nEpoch 0: |          | 11820/? [1:07:07<00:00,  2.94it/s]\nEpoch 0: |          | 11821/? [1:07:07<00:00,  2.94it/s]\nEpoch 0: |          | 11821/? [1:07:07<00:00,  2.94it/s]\nEpoch 0: |          | 11822/? [1:07:07<00:00,  2.94it/s]\nEpoch 0: |          | 11822/? [1:07:07<00:00,  2.94it/s]\nEpoch 0: |          | 11823/? [1:07:08<00:00,  2.94it/s]\nEpoch 0: |          | 11823/? [1:07:08<00:00,  2.94it/s]\nEpoch 0: |          | 11824/? [1:07:08<00:00,  2.94it/s]\nEpoch 0: |          | 11824/? [1:07:08<00:00,  2.94it/s]\nEpoch 0: |          | 11825/? [1:07:08<00:00,  2.94it/s]\nEpoch 0: |          | 11825/? [1:07:08<00:00,  2.94it/s]\nEpoch 0: |          | 11826/? [1:07:09<00:00,  2.94it/s]\nEpoch 0: |          | 11826/? [1:07:09<00:00,  2.94it/s]\nEpoch 0: |          | 11827/? [1:07:09<00:00,  2.94it/s]\nEpoch 0: |          | 11827/? [1:07:09<00:00,  2.94it/s]\nEpoch 0: |          | 11828/? [1:07:09<00:00,  2.94it/s]\nEpoch 0: |          | 11828/? [1:07:09<00:00,  2.94it/s]\nEpoch 0: |          | 11829/? [1:07:09<00:00,  2.94it/s]\nEpoch 0: |          | 11829/? [1:07:09<00:00,  2.94it/s]\nEpoch 0: |          | 11830/? [1:07:10<00:00,  2.94it/s]\nEpoch 0: |          | 11830/? [1:07:10<00:00,  2.94it/s]\nEpoch 0: |          | 11831/? [1:07:10<00:00,  2.94it/s]\nEpoch 0: |          | 11831/? [1:07:10<00:00,  2.94it/s]\nEpoch 0: |          | 11832/? [1:07:10<00:00,  2.94it/s]\nEpoch 0: |          | 11832/? [1:07:10<00:00,  2.94it/s]\nEpoch 0: |          | 11833/? [1:07:11<00:00,  2.94it/s]\nEpoch 0: |          | 11833/? [1:07:11<00:00,  2.94it/s]\nEpoch 0: |          | 11834/? [1:07:11<00:00,  2.94it/s]\nEpoch 0: |          | 11834/? [1:07:11<00:00,  2.94it/s]\nEpoch 0: |          | 11835/? [1:07:11<00:00,  2.94it/s]\nEpoch 0: |          | 11835/? [1:07:11<00:00,  2.94it/s]\nEpoch 0: |          | 11836/? [1:07:12<00:00,  2.94it/s]\nEpoch 0: |          | 11836/? [1:07:12<00:00,  2.94it/s]\nEpoch 0: |          | 11837/? [1:07:12<00:00,  2.94it/s]\nEpoch 0: |          | 11837/? [1:07:12<00:00,  2.94it/s]\nEpoch 0: |          | 11838/? [1:07:12<00:00,  2.94it/s]\nEpoch 0: |          | 11838/? [1:07:12<00:00,  2.94it/s]\nEpoch 0: |          | 11839/? [1:07:13<00:00,  2.94it/s]\nEpoch 0: |          | 11839/? [1:07:13<00:00,  2.94it/s]\nEpoch 0: |          | 11840/? [1:07:13<00:00,  2.94it/s]\nEpoch 0: |          | 11840/? [1:07:13<00:00,  2.94it/s]\nEpoch 0: |          | 11841/? [1:07:13<00:00,  2.94it/s]\nEpoch 0: |          | 11841/? [1:07:13<00:00,  2.94it/s]\nEpoch 0: |          | 11842/? [1:07:14<00:00,  2.94it/s]\nEpoch 0: |          | 11842/? [1:07:14<00:00,  2.94it/s]\nEpoch 0: |          | 11843/? [1:07:14<00:00,  2.94it/s]\nEpoch 0: |          | 11843/? [1:07:14<00:00,  2.94it/s]\nEpoch 0: |          | 11844/? [1:07:14<00:00,  2.94it/s]\nEpoch 0: |          | 11844/? [1:07:14<00:00,  2.94it/s]\nEpoch 0: |          | 11845/? [1:07:14<00:00,  2.94it/s]\nEpoch 0: |          | 11845/? [1:07:14<00:00,  2.94it/s]\nEpoch 0: |          | 11846/? [1:07:15<00:00,  2.94it/s]\nEpoch 0: |          | 11846/? [1:07:15<00:00,  2.94it/s]\nEpoch 0: |          | 11847/? [1:07:15<00:00,  2.94it/s]\nEpoch 0: |          | 11847/? [1:07:15<00:00,  2.94it/s]\nEpoch 0: |          | 11848/? [1:07:15<00:00,  2.94it/s]\nEpoch 0: |          | 11848/? [1:07:15<00:00,  2.94it/s]\nEpoch 0: |          | 11849/? [1:07:16<00:00,  2.94it/s]\nEpoch 0: |          | 11849/? [1:07:16<00:00,  2.94it/s]\nEpoch 0: |          | 11850/? [1:07:16<00:00,  2.94it/s]\nEpoch 0: |          | 11850/? [1:07:16<00:00,  2.94it/s]\nEpoch 0: |          | 11851/? [1:07:16<00:00,  2.94it/s]\nEpoch 0: |          | 11851/? [1:07:16<00:00,  2.94it/s]\nEpoch 0: |          | 11852/? [1:07:17<00:00,  2.94it/s]\nEpoch 0: |          | 11852/? [1:07:17<00:00,  2.94it/s]\nEpoch 0: |          | 11853/? [1:07:17<00:00,  2.94it/s]\nEpoch 0: |          | 11853/? [1:07:17<00:00,  2.94it/s]\nEpoch 0: |          | 11854/? [1:07:17<00:00,  2.94it/s]\nEpoch 0: |          | 11854/? [1:07:17<00:00,  2.94it/s]\nEpoch 0: |          | 11855/? [1:07:18<00:00,  2.94it/s]\nEpoch 0: |          | 11855/? [1:07:18<00:00,  2.94it/s]\nEpoch 0: |          | 11856/? [1:07:18<00:00,  2.94it/s]\nEpoch 0: |          | 11856/? [1:07:18<00:00,  2.94it/s]\nEpoch 0: |          | 11857/? [1:07:18<00:00,  2.94it/s]\nEpoch 0: |          | 11857/? [1:07:18<00:00,  2.94it/s]\nEpoch 0: |          | 11858/? [1:07:19<00:00,  2.94it/s]\nEpoch 0: |          | 11858/? [1:07:19<00:00,  2.94it/s]\nEpoch 0: |          | 11859/? [1:07:19<00:00,  2.94it/s]\nEpoch 0: |          | 11859/? [1:07:19<00:00,  2.94it/s]\nEpoch 0: |          | 11860/? [1:07:19<00:00,  2.94it/s]\nEpoch 0: |          | 11860/? [1:07:19<00:00,  2.94it/s]\nEpoch 0: |          | 11861/? [1:07:19<00:00,  2.94it/s]\nEpoch 0: |          | 11861/? [1:07:19<00:00,  2.94it/s]\nEpoch 0: |          | 11862/? [1:07:20<00:00,  2.94it/s]\nEpoch 0: |          | 11862/? [1:07:20<00:00,  2.94it/s]\nEpoch 0: |          | 11863/? [1:07:20<00:00,  2.94it/s]\nEpoch 0: |          | 11863/? [1:07:20<00:00,  2.94it/s]\nEpoch 0: |          | 11864/? [1:07:20<00:00,  2.94it/s]\nEpoch 0: |          | 11864/? [1:07:20<00:00,  2.94it/s]\nEpoch 0: |          | 11865/? [1:07:21<00:00,  2.94it/s]\nEpoch 0: |          | 11865/? [1:07:21<00:00,  2.94it/s]\nEpoch 0: |          | 11866/? [1:07:21<00:00,  2.94it/s]\nEpoch 0: |          | 11866/? [1:07:21<00:00,  2.94it/s]\nEpoch 0: |          | 11867/? [1:07:21<00:00,  2.94it/s]\nEpoch 0: |          | 11867/? [1:07:21<00:00,  2.94it/s]\nEpoch 0: |          | 11868/? [1:07:22<00:00,  2.94it/s]\nEpoch 0: |          | 11868/? [1:07:22<00:00,  2.94it/s]\nEpoch 0: |          | 11869/? [1:07:22<00:00,  2.94it/s]\nEpoch 0: |          | 11869/? [1:07:22<00:00,  2.94it/s]\nEpoch 0: |          | 11870/? [1:07:22<00:00,  2.94it/s]\nEpoch 0: |          | 11870/? [1:07:22<00:00,  2.94it/s]\nEpoch 0: |          | 11871/? [1:07:23<00:00,  2.94it/s]\nEpoch 0: |          | 11871/? [1:07:23<00:00,  2.94it/s]\nEpoch 0: |          | 11872/? [1:07:23<00:00,  2.94it/s]\nEpoch 0: |          | 11872/? [1:07:23<00:00,  2.94it/s]\nEpoch 0: |          | 11873/? [1:07:23<00:00,  2.94it/s]\nEpoch 0: |          | 11873/? [1:07:23<00:00,  2.94it/s]\nEpoch 0: |          | 11874/? [1:07:24<00:00,  2.94it/s]\nEpoch 0: |          | 11874/? [1:07:24<00:00,  2.94it/s]\nEpoch 0: |          | 11875/? [1:07:24<00:00,  2.94it/s]\nEpoch 0: |          | 11875/? [1:07:24<00:00,  2.94it/s]\nEpoch 0: |          | 11876/? [1:07:24<00:00,  2.94it/s]\nEpoch 0: |          | 11876/? [1:07:24<00:00,  2.94it/s]\nEpoch 0: |          | 11877/? [1:07:25<00:00,  2.94it/s]\nEpoch 0: |          | 11877/? [1:07:25<00:00,  2.94it/s]\nEpoch 0: |          | 11878/? [1:07:25<00:00,  2.94it/s]\nEpoch 0: |          | 11878/? [1:07:25<00:00,  2.94it/s]\nEpoch 0: |          | 11879/? [1:07:25<00:00,  2.94it/s]\nEpoch 0: |          | 11879/? [1:07:25<00:00,  2.94it/s]\nEpoch 0: |          | 11880/? [1:07:26<00:00,  2.94it/s]\nEpoch 0: |          | 11880/? [1:07:26<00:00,  2.94it/s]\nEpoch 0: |          | 11881/? [1:07:26<00:00,  2.94it/s]\nEpoch 0: |          | 11881/? [1:07:26<00:00,  2.94it/s]\nEpoch 0: |          | 11882/? [1:07:26<00:00,  2.94it/s]\nEpoch 0: |          | 11882/? [1:07:26<00:00,  2.94it/s]\nEpoch 0: |          | 11883/? [1:07:27<00:00,  2.94it/s]\nEpoch 0: |          | 11883/? [1:07:27<00:00,  2.94it/s]\nEpoch 0: |          | 11884/? [1:07:27<00:00,  2.94it/s]\nEpoch 0: |          | 11884/? [1:07:27<00:00,  2.94it/s]\nEpoch 0: |          | 11885/? [1:07:27<00:00,  2.94it/s]\nEpoch 0: |          | 11885/? [1:07:27<00:00,  2.94it/s]\nEpoch 0: |          | 11886/? [1:07:27<00:00,  2.94it/s]\nEpoch 0: |          | 11886/? [1:07:27<00:00,  2.94it/s]\nEpoch 0: |          | 11887/? [1:07:28<00:00,  2.94it/s]\nEpoch 0: |          | 11887/? [1:07:28<00:00,  2.94it/s]\nEpoch 0: |          | 11888/? [1:07:28<00:00,  2.94it/s]\nEpoch 0: |          | 11888/? [1:07:28<00:00,  2.94it/s]\nEpoch 0: |          | 11889/? [1:07:28<00:00,  2.94it/s]\nEpoch 0: |          | 11889/? [1:07:28<00:00,  2.94it/s]\nEpoch 0: |          | 11890/? [1:07:29<00:00,  2.94it/s]\nEpoch 0: |          | 11890/? [1:07:29<00:00,  2.94it/s]\nEpoch 0: |          | 11891/? [1:07:29<00:00,  2.94it/s]\nEpoch 0: |          | 11891/? [1:07:29<00:00,  2.94it/s]\nEpoch 0: |          | 11892/? [1:07:29<00:00,  2.94it/s]\nEpoch 0: |          | 11892/? [1:07:29<00:00,  2.94it/s]\nEpoch 0: |          | 11893/? [1:07:30<00:00,  2.94it/s]\nEpoch 0: |          | 11893/? [1:07:30<00:00,  2.94it/s]\nEpoch 0: |          | 11894/? [1:07:30<00:00,  2.94it/s]\nEpoch 0: |          | 11894/? [1:07:30<00:00,  2.94it/s]\nEpoch 0: |          | 11895/? [1:07:30<00:00,  2.94it/s]\nEpoch 0: |          | 11895/? [1:07:30<00:00,  2.94it/s]\nEpoch 0: |          | 11896/? [1:07:31<00:00,  2.94it/s]\nEpoch 0: |          | 11896/? [1:07:31<00:00,  2.94it/s]\nEpoch 0: |          | 11897/? [1:07:31<00:00,  2.94it/s]\nEpoch 0: |          | 11897/? [1:07:31<00:00,  2.94it/s]\nEpoch 0: |          | 11898/? [1:07:31<00:00,  2.94it/s]\nEpoch 0: |          | 11898/? [1:07:31<00:00,  2.94it/s]\nEpoch 0: |          | 11899/? [1:07:32<00:00,  2.94it/s]\nEpoch 0: |          | 11899/? [1:07:32<00:00,  2.94it/s]\nEpoch 0: |          | 11900/? [1:07:32<00:00,  2.94it/s]\nEpoch 0: |          | 11900/? [1:07:32<00:00,  2.94it/s]\nEpoch 0: |          | 11901/? [1:07:32<00:00,  2.94it/s]\nEpoch 0: |          | 11901/? [1:07:32<00:00,  2.94it/s]\nEpoch 0: |          | 11902/? [1:07:33<00:00,  2.94it/s]\nEpoch 0: |          | 11902/? [1:07:33<00:00,  2.94it/s]\nEpoch 0: |          | 11903/? [1:07:33<00:00,  2.94it/s]\nEpoch 0: |          | 11903/? [1:07:33<00:00,  2.94it/s]\nEpoch 0: |          | 11904/? [1:07:33<00:00,  2.94it/s]\nEpoch 0: |          | 11904/? [1:07:33<00:00,  2.94it/s]\nEpoch 0: |          | 11905/? [1:07:34<00:00,  2.94it/s]\nEpoch 0: |          | 11905/? [1:07:34<00:00,  2.94it/s]\nEpoch 0: |          | 11906/? [1:07:34<00:00,  2.94it/s]\nEpoch 0: |          | 11906/? [1:07:34<00:00,  2.94it/s]\nEpoch 0: |          | 11907/? [1:07:34<00:00,  2.94it/s]\nEpoch 0: |          | 11907/? [1:07:34<00:00,  2.94it/s]\nEpoch 0: |          | 11908/? [1:07:34<00:00,  2.94it/s]\nEpoch 0: |          | 11908/? [1:07:34<00:00,  2.94it/s]\nEpoch 0: |          | 11909/? [1:07:35<00:00,  2.94it/s]\nEpoch 0: |          | 11909/? [1:07:35<00:00,  2.94it/s]\nEpoch 0: |          | 11910/? [1:07:35<00:00,  2.94it/s]\nEpoch 0: |          | 11910/? [1:07:35<00:00,  2.94it/s]\nEpoch 0: |          | 11911/? [1:07:35<00:00,  2.94it/s]\nEpoch 0: |          | 11911/? [1:07:35<00:00,  2.94it/s]\nEpoch 0: |          | 11912/? [1:07:36<00:00,  2.94it/s]\nEpoch 0: |          | 11912/? [1:07:36<00:00,  2.94it/s]\nEpoch 0: |          | 11913/? [1:07:36<00:00,  2.94it/s]\nEpoch 0: |          | 11913/? [1:07:36<00:00,  2.94it/s]\nEpoch 0: |          | 11914/? [1:07:36<00:00,  2.94it/s]\nEpoch 0: |          | 11914/? [1:07:36<00:00,  2.94it/s]\nEpoch 0: |          | 11915/? [1:07:37<00:00,  2.94it/s]\nEpoch 0: |          | 11915/? [1:07:37<00:00,  2.94it/s]\nEpoch 0: |          | 11916/? [1:07:37<00:00,  2.94it/s]\nEpoch 0: |          | 11916/? [1:07:37<00:00,  2.94it/s]\nEpoch 0: |          | 11917/? [1:07:37<00:00,  2.94it/s]\nEpoch 0: |          | 11917/? [1:07:37<00:00,  2.94it/s]\nEpoch 0: |          | 11918/? [1:07:38<00:00,  2.94it/s]\nEpoch 0: |          | 11918/? [1:07:38<00:00,  2.94it/s]\nEpoch 0: |          | 11919/? [1:07:38<00:00,  2.94it/s]\nEpoch 0: |          | 11919/? [1:07:38<00:00,  2.94it/s]\nEpoch 0: |          | 11920/? [1:07:38<00:00,  2.94it/s]\nEpoch 0: |          | 11920/? [1:07:38<00:00,  2.94it/s]\nEpoch 0: |          | 11921/? [1:07:39<00:00,  2.94it/s]\nEpoch 0: |          | 11921/? [1:07:39<00:00,  2.94it/s]\nEpoch 0: |          | 11922/? [1:07:39<00:00,  2.94it/s]\nEpoch 0: |          | 11922/? [1:07:39<00:00,  2.94it/s]\nEpoch 0: |          | 11923/? [1:07:39<00:00,  2.94it/s]\nEpoch 0: |          | 11923/? [1:07:39<00:00,  2.94it/s]\nEpoch 0: |          | 11924/? [1:07:39<00:00,  2.94it/s]\nEpoch 0: |          | 11924/? [1:07:39<00:00,  2.94it/s]\nEpoch 0: |          | 11925/? [1:07:40<00:00,  2.94it/s]\nEpoch 0: |          | 11925/? [1:07:40<00:00,  2.94it/s]\nEpoch 0: |          | 11926/? [1:07:40<00:00,  2.94it/s]\nEpoch 0: |          | 11926/? [1:07:40<00:00,  2.94it/s]\nEpoch 0: |          | 11927/? [1:07:40<00:00,  2.94it/s]\nEpoch 0: |          | 11927/? [1:07:40<00:00,  2.94it/s]\nEpoch 0: |          | 11928/? [1:07:41<00:00,  2.94it/s]\nEpoch 0: |          | 11928/? [1:07:41<00:00,  2.94it/s]\nEpoch 0: |          | 11929/? [1:07:41<00:00,  2.94it/s]\nEpoch 0: |          | 11929/? [1:07:41<00:00,  2.94it/s]\nEpoch 0: |          | 11930/? [1:07:41<00:00,  2.94it/s]\nEpoch 0: |          | 11930/? [1:07:41<00:00,  2.94it/s]\nEpoch 0: |          | 11931/? [1:07:42<00:00,  2.94it/s]\nEpoch 0: |          | 11931/? [1:07:42<00:00,  2.94it/s]\nEpoch 0: |          | 11932/? [1:07:42<00:00,  2.94it/s]\nEpoch 0: |          | 11932/? [1:07:42<00:00,  2.94it/s]\nEpoch 0: |          | 11933/? [1:07:42<00:00,  2.94it/s]\nEpoch 0: |          | 11933/? [1:07:42<00:00,  2.94it/s]\nEpoch 0: |          | 11934/? [1:07:43<00:00,  2.94it/s]\nEpoch 0: |          | 11934/? [1:07:43<00:00,  2.94it/s]\nEpoch 0: |          | 11935/? [1:07:43<00:00,  2.94it/s]\nEpoch 0: |          | 11935/? [1:07:43<00:00,  2.94it/s]\nEpoch 0: |          | 11936/? [1:07:43<00:00,  2.94it/s]\nEpoch 0: |          | 11936/? [1:07:43<00:00,  2.94it/s]\nEpoch 0: |          | 11937/? [1:07:44<00:00,  2.94it/s]\nEpoch 0: |          | 11937/? [1:07:44<00:00,  2.94it/s]\nEpoch 0: |          | 11938/? [1:07:44<00:00,  2.94it/s]\nEpoch 0: |          | 11938/? [1:07:44<00:00,  2.94it/s]\nEpoch 0: |          | 11939/? [1:07:44<00:00,  2.94it/s]\nEpoch 0: |          | 11939/? [1:07:44<00:00,  2.94it/s]\nEpoch 0: |          | 11940/? [1:07:44<00:00,  2.94it/s]\nEpoch 0: |          | 11940/? [1:07:44<00:00,  2.94it/s]\nEpoch 0: |          | 11941/? [1:07:45<00:00,  2.94it/s]\nEpoch 0: |          | 11941/? [1:07:45<00:00,  2.94it/s]\nEpoch 0: |          | 11942/? [1:07:45<00:00,  2.94it/s]\nEpoch 0: |          | 11942/? [1:07:45<00:00,  2.94it/s]\nEpoch 0: |          | 11943/? [1:07:45<00:00,  2.94it/s]\nEpoch 0: |          | 11943/? [1:07:45<00:00,  2.94it/s]\nEpoch 0: |          | 11944/? [1:07:46<00:00,  2.94it/s]\nEpoch 0: |          | 11944/? [1:07:46<00:00,  2.94it/s]\nEpoch 0: |          | 11945/? [1:07:46<00:00,  2.94it/s]\nEpoch 0: |          | 11945/? [1:07:46<00:00,  2.94it/s]\nEpoch 0: |          | 11946/? [1:07:46<00:00,  2.94it/s]\nEpoch 0: |          | 11946/? [1:07:46<00:00,  2.94it/s]\nEpoch 0: |          | 11947/? [1:07:47<00:00,  2.94it/s]\nEpoch 0: |          | 11947/? [1:07:47<00:00,  2.94it/s]\nEpoch 0: |          | 11948/? [1:07:47<00:00,  2.94it/s]\nEpoch 0: |          | 11948/? [1:07:47<00:00,  2.94it/s]\nEpoch 0: |          | 11949/? [1:07:47<00:00,  2.94it/s]\nEpoch 0: |          | 11949/? [1:07:47<00:00,  2.94it/s]\nEpoch 0: |          | 11950/? [1:07:48<00:00,  2.94it/s]\nEpoch 0: |          | 11950/? [1:07:48<00:00,  2.94it/s]\nEpoch 0: |          | 11951/? [1:07:48<00:00,  2.94it/s]\nEpoch 0: |          | 11951/? [1:07:48<00:00,  2.94it/s]\nEpoch 0: |          | 11952/? [1:07:48<00:00,  2.94it/s]\nEpoch 0: |          | 11952/? [1:07:48<00:00,  2.94it/s]\nEpoch 0: |          | 11953/? [1:07:48<00:00,  2.94it/s]\nEpoch 0: |          | 11953/? [1:07:49<00:00,  2.94it/s]\nEpoch 0: |          | 11954/? [1:07:49<00:00,  2.94it/s]\nEpoch 0: |          | 11954/? [1:07:49<00:00,  2.94it/s]\nEpoch 0: |          | 11955/? [1:07:49<00:00,  2.94it/s]\nEpoch 0: |          | 11955/? [1:07:49<00:00,  2.94it/s]\nEpoch 0: |          | 11956/? [1:07:49<00:00,  2.94it/s]\nEpoch 0: |          | 11956/? [1:07:49<00:00,  2.94it/s]\nEpoch 0: |          | 11957/? [1:07:50<00:00,  2.94it/s]\nEpoch 0: |          | 11957/? [1:07:50<00:00,  2.94it/s]\nEpoch 0: |          | 11958/? [1:07:50<00:00,  2.94it/s]\nEpoch 0: |          | 11958/? [1:07:50<00:00,  2.94it/s]\nEpoch 0: |          | 11959/? [1:07:50<00:00,  2.94it/s]\nEpoch 0: |          | 11959/? [1:07:50<00:00,  2.94it/s]\nEpoch 0: |          | 11960/? [1:07:51<00:00,  2.94it/s]\nEpoch 0: |          | 11960/? [1:07:51<00:00,  2.94it/s]\nEpoch 0: |          | 11961/? [1:07:51<00:00,  2.94it/s]\nEpoch 0: |          | 11961/? [1:07:51<00:00,  2.94it/s]\nEpoch 0: |          | 11962/? [1:07:51<00:00,  2.94it/s]\nEpoch 0: |          | 11962/? [1:07:51<00:00,  2.94it/s]\nEpoch 0: |          | 11963/? [1:07:52<00:00,  2.94it/s]\nEpoch 0: |          | 11963/? [1:07:52<00:00,  2.94it/s]\nEpoch 0: |          | 11964/? [1:07:52<00:00,  2.94it/s]\nEpoch 0: |          | 11964/? [1:07:52<00:00,  2.94it/s]\nEpoch 0: |          | 11965/? [1:07:52<00:00,  2.94it/s]\nEpoch 0: |          | 11965/? [1:07:52<00:00,  2.94it/s]\nEpoch 0: |          | 11966/? [1:07:53<00:00,  2.94it/s]\nEpoch 0: |          | 11966/? [1:07:53<00:00,  2.94it/s]\nEpoch 0: |          | 11967/? [1:07:53<00:00,  2.94it/s]\nEpoch 0: |          | 11967/? [1:07:53<00:00,  2.94it/s]\nEpoch 0: |          | 11968/? [1:07:53<00:00,  2.94it/s]\nEpoch 0: |          | 11968/? [1:07:53<00:00,  2.94it/s]\nEpoch 0: |          | 11969/? [1:07:53<00:00,  2.94it/s]\nEpoch 0: |          | 11969/? [1:07:53<00:00,  2.94it/s]\nEpoch 0: |          | 11970/? [1:07:54<00:00,  2.94it/s]\nEpoch 0: |          | 11970/? [1:07:54<00:00,  2.94it/s]\nEpoch 0: |          | 11971/? [1:07:54<00:00,  2.94it/s]\nEpoch 0: |          | 11971/? [1:07:54<00:00,  2.94it/s]\nEpoch 0: |          | 11972/? [1:07:54<00:00,  2.94it/s]\nEpoch 0: |          | 11972/? [1:07:54<00:00,  2.94it/s]\nEpoch 0: |          | 11973/? [1:07:55<00:00,  2.94it/s]\nEpoch 0: |          | 11973/? [1:07:55<00:00,  2.94it/s]\nEpoch 0: |          | 11974/? [1:07:55<00:00,  2.94it/s]\nEpoch 0: |          | 11974/? [1:07:55<00:00,  2.94it/s]\nEpoch 0: |          | 11975/? [1:07:55<00:00,  2.94it/s]\nEpoch 0: |          | 11975/? [1:07:55<00:00,  2.94it/s]\nEpoch 0: |          | 11976/? [1:07:56<00:00,  2.94it/s]\nEpoch 0: |          | 11976/? [1:07:56<00:00,  2.94it/s]\nEpoch 0: |          | 11977/? [1:07:56<00:00,  2.94it/s]\nEpoch 0: |          | 11977/? [1:07:56<00:00,  2.94it/s]\nEpoch 0: |          | 11978/? [1:07:56<00:00,  2.94it/s]\nEpoch 0: |          | 11978/? [1:07:56<00:00,  2.94it/s]\nEpoch 0: |          | 11979/? [1:07:57<00:00,  2.94it/s]\nEpoch 0: |          | 11979/? [1:07:57<00:00,  2.94it/s]\nEpoch 0: |          | 11980/? [1:07:57<00:00,  2.94it/s]\nEpoch 0: |          | 11980/? [1:07:57<00:00,  2.94it/s]\nEpoch 0: |          | 11981/? [1:07:57<00:00,  2.94it/s]\nEpoch 0: |          | 11981/? [1:07:57<00:00,  2.94it/s]\nEpoch 0: |          | 11982/? [1:07:57<00:00,  2.94it/s]\nEpoch 0: |          | 11982/? [1:07:57<00:00,  2.94it/s]\nEpoch 0: |          | 11983/? [1:07:58<00:00,  2.94it/s]\nEpoch 0: |          | 11983/? [1:07:58<00:00,  2.94it/s]\nEpoch 0: |          | 11984/? [1:07:58<00:00,  2.94it/s]\nEpoch 0: |          | 11984/? [1:07:58<00:00,  2.94it/s]\nEpoch 0: |          | 11985/? [1:07:58<00:00,  2.94it/s]\nEpoch 0: |          | 11985/? [1:07:58<00:00,  2.94it/s]\nEpoch 0: |          | 11986/? [1:07:59<00:00,  2.94it/s]\nEpoch 0: |          | 11986/? [1:07:59<00:00,  2.94it/s]\nEpoch 0: |          | 11987/? [1:07:59<00:00,  2.94it/s]\nEpoch 0: |          | 11987/? [1:07:59<00:00,  2.94it/s]\nEpoch 0: |          | 11988/? [1:07:59<00:00,  2.94it/s]\nEpoch 0: |          | 11988/? [1:07:59<00:00,  2.94it/s]\nEpoch 0: |          | 11989/? [1:08:00<00:00,  2.94it/s]\nEpoch 0: |          | 11989/? [1:08:00<00:00,  2.94it/s]\nEpoch 0: |          | 11990/? [1:08:00<00:00,  2.94it/s]\nEpoch 0: |          | 11990/? [1:08:00<00:00,  2.94it/s]\nEpoch 0: |          | 11991/? [1:08:00<00:00,  2.94it/s]\nEpoch 0: |          | 11991/? [1:08:00<00:00,  2.94it/s]\nEpoch 0: |          | 11992/? [1:08:01<00:00,  2.94it/s]\nEpoch 0: |          | 11992/? [1:08:01<00:00,  2.94it/s]\nEpoch 0: |          | 11993/? [1:08:01<00:00,  2.94it/s]\nEpoch 0: |          | 11993/? [1:08:01<00:00,  2.94it/s]\nEpoch 0: |          | 11994/? [1:08:01<00:00,  2.94it/s]\nEpoch 0: |          | 11994/? [1:08:01<00:00,  2.94it/s]\nEpoch 0: |          | 11995/? [1:08:02<00:00,  2.94it/s]\nEpoch 0: |          | 11995/? [1:08:02<00:00,  2.94it/s]\nEpoch 0: |          | 11996/? [1:08:02<00:00,  2.94it/s]\nEpoch 0: |          | 11996/? [1:08:02<00:00,  2.94it/s]\nEpoch 0: |          | 11997/? [1:08:02<00:00,  2.94it/s]\nEpoch 0: |          | 11997/? [1:08:02<00:00,  2.94it/s]\nEpoch 0: |          | 11998/? [1:08:03<00:00,  2.94it/s]\nEpoch 0: |          | 11998/? [1:08:03<00:00,  2.94it/s]\nEpoch 0: |          | 11999/? [1:08:03<00:00,  2.94it/s]\nEpoch 0: |          | 11999/? [1:08:03<00:00,  2.94it/s]\nEpoch 0: |          | 12000/? [1:08:03<00:00,  2.94it/s]\nEpoch 0: |          | 12000/? [1:08:03<00:00,  2.94it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.28it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 16.02it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.47it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.48it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 12000/? [1:08:03<00:00,  2.94it/s]\nEpoch 0: |          | 12001/? [1:08:04<00:00,  2.94it/s]\nEpoch 0: |          | 12001/? [1:08:04<00:00,  2.94it/s]\nEpoch 0: |          | 12002/? [1:08:04<00:00,  2.94it/s]\nEpoch 0: |          | 12002/? [1:08:04<00:00,  2.94it/s]\nEpoch 0: |          | 12003/? [1:08:04<00:00,  2.94it/s]\nEpoch 0: |          | 12003/? [1:08:04<00:00,  2.94it/s]\nEpoch 0: |          | 12004/? [1:08:05<00:00,  2.94it/s]\nEpoch 0: |          | 12004/? [1:08:05<00:00,  2.94it/s]\nEpoch 0: |          | 12005/? [1:08:05<00:00,  2.94it/s]\nEpoch 0: |          | 12005/? [1:08:05<00:00,  2.94it/s]\nEpoch 0: |          | 12006/? [1:08:05<00:00,  2.94it/s]\nEpoch 0: |          | 12006/? [1:08:05<00:00,  2.94it/s]\nEpoch 0: |          | 12007/? [1:08:06<00:00,  2.94it/s]\nEpoch 0: |          | 12007/? [1:08:06<00:00,  2.94it/s]\nEpoch 0: |          | 12008/? [1:08:06<00:00,  2.94it/s]\nEpoch 0: |          | 12008/? [1:08:06<00:00,  2.94it/s]\nEpoch 0: |          | 12009/? [1:08:06<00:00,  2.94it/s]\nEpoch 0: |          | 12009/? [1:08:06<00:00,  2.94it/s]\nEpoch 0: |          | 12010/? [1:08:07<00:00,  2.94it/s]\nEpoch 0: |          | 12010/? [1:08:07<00:00,  2.94it/s]\nEpoch 0: |          | 12011/? [1:08:07<00:00,  2.94it/s]\nEpoch 0: |          | 12011/? [1:08:07<00:00,  2.94it/s]\nEpoch 0: |          | 12012/? [1:08:07<00:00,  2.94it/s]\nEpoch 0: |          | 12012/? [1:08:07<00:00,  2.94it/s]\nEpoch 0: |          | 12013/? [1:08:07<00:00,  2.94it/s]\nEpoch 0: |          | 12013/? [1:08:07<00:00,  2.94it/s]\nEpoch 0: |          | 12014/? [1:08:08<00:00,  2.94it/s]\nEpoch 0: |          | 12014/? [1:08:08<00:00,  2.94it/s]\nEpoch 0: |          | 12015/? [1:08:08<00:00,  2.94it/s]\nEpoch 0: |          | 12015/? [1:08:08<00:00,  2.94it/s]\nEpoch 0: |          | 12016/? [1:08:08<00:00,  2.94it/s]\nEpoch 0: |          | 12016/? [1:08:08<00:00,  2.94it/s]\nEpoch 0: |          | 12017/? [1:08:09<00:00,  2.94it/s]\nEpoch 0: |          | 12017/? [1:08:09<00:00,  2.94it/s]\nEpoch 0: |          | 12018/? [1:08:09<00:00,  2.94it/s]\nEpoch 0: |          | 12018/? [1:08:09<00:00,  2.94it/s]\nEpoch 0: |          | 12019/? [1:08:09<00:00,  2.94it/s]\nEpoch 0: |          | 12019/? [1:08:09<00:00,  2.94it/s]\nEpoch 0: |          | 12020/? [1:08:10<00:00,  2.94it/s]\nEpoch 0: |          | 12020/? [1:08:10<00:00,  2.94it/s]\nEpoch 0: |          | 12021/? [1:08:10<00:00,  2.94it/s]\nEpoch 0: |          | 12021/? [1:08:10<00:00,  2.94it/s]\nEpoch 0: |          | 12022/? [1:08:10<00:00,  2.94it/s]\nEpoch 0: |          | 12022/? [1:08:10<00:00,  2.94it/s]\nEpoch 0: |          | 12023/? [1:08:11<00:00,  2.94it/s]\nEpoch 0: |          | 12023/? [1:08:11<00:00,  2.94it/s]\nEpoch 0: |          | 12024/? [1:08:11<00:00,  2.94it/s]\nEpoch 0: |          | 12024/? [1:08:11<00:00,  2.94it/s]\nEpoch 0: |          | 12025/? [1:08:11<00:00,  2.94it/s]\nEpoch 0: |          | 12025/? [1:08:11<00:00,  2.94it/s]\nEpoch 0: |          | 12026/? [1:08:12<00:00,  2.94it/s]\nEpoch 0: |          | 12026/? [1:08:12<00:00,  2.94it/s]\nEpoch 0: |          | 12027/? [1:08:12<00:00,  2.94it/s]\nEpoch 0: |          | 12027/? [1:08:12<00:00,  2.94it/s]\nEpoch 0: |          | 12028/? [1:08:12<00:00,  2.94it/s]\nEpoch 0: |          | 12028/? [1:08:12<00:00,  2.94it/s]\nEpoch 0: |          | 12029/? [1:08:13<00:00,  2.94it/s]\nEpoch 0: |          | 12029/? [1:08:13<00:00,  2.94it/s]\nEpoch 0: |          | 12030/? [1:08:13<00:00,  2.94it/s]\nEpoch 0: |          | 12030/? [1:08:13<00:00,  2.94it/s]\nEpoch 0: |          | 12031/? [1:08:13<00:00,  2.94it/s]\nEpoch 0: |          | 12031/? [1:08:13<00:00,  2.94it/s]\nEpoch 0: |          | 12032/? [1:08:13<00:00,  2.94it/s]\nEpoch 0: |          | 12032/? [1:08:13<00:00,  2.94it/s]\nEpoch 0: |          | 12033/? [1:08:14<00:00,  2.94it/s]\nEpoch 0: |          | 12033/? [1:08:14<00:00,  2.94it/s]\nEpoch 0: |          | 12034/? [1:08:14<00:00,  2.94it/s]\nEpoch 0: |          | 12034/? [1:08:14<00:00,  2.94it/s]\nEpoch 0: |          | 12035/? [1:08:14<00:00,  2.94it/s]\nEpoch 0: |          | 12035/? [1:08:14<00:00,  2.94it/s]\nEpoch 0: |          | 12036/? [1:08:15<00:00,  2.94it/s]\nEpoch 0: |          | 12036/? [1:08:15<00:00,  2.94it/s]\nEpoch 0: |          | 12037/? [1:08:15<00:00,  2.94it/s]\nEpoch 0: |          | 12037/? [1:08:15<00:00,  2.94it/s]\nEpoch 0: |          | 12038/? [1:08:15<00:00,  2.94it/s]\nEpoch 0: |          | 12038/? [1:08:15<00:00,  2.94it/s]\nEpoch 0: |          | 12039/? [1:08:16<00:00,  2.94it/s]\nEpoch 0: |          | 12039/? [1:08:16<00:00,  2.94it/s]\nEpoch 0: |          | 12040/? [1:08:16<00:00,  2.94it/s]\nEpoch 0: |          | 12040/? [1:08:16<00:00,  2.94it/s]\nEpoch 0: |          | 12041/? [1:08:16<00:00,  2.94it/s]\nEpoch 0: |          | 12041/? [1:08:16<00:00,  2.94it/s]\nEpoch 0: |          | 12042/? [1:08:17<00:00,  2.94it/s]\nEpoch 0: |          | 12042/? [1:08:17<00:00,  2.94it/s]\nEpoch 0: |          | 12043/? [1:08:17<00:00,  2.94it/s]\nEpoch 0: |          | 12043/? [1:08:17<00:00,  2.94it/s]\nEpoch 0: |          | 12044/? [1:08:17<00:00,  2.94it/s]\nEpoch 0: |          | 12044/? [1:08:17<00:00,  2.94it/s]\nEpoch 0: |          | 12045/? [1:08:17<00:00,  2.94it/s]\nEpoch 0: |          | 12045/? [1:08:17<00:00,  2.94it/s]\nEpoch 0: |          | 12046/? [1:08:18<00:00,  2.94it/s]\nEpoch 0: |          | 12046/? [1:08:18<00:00,  2.94it/s]\nEpoch 0: |          | 12047/? [1:08:18<00:00,  2.94it/s]\nEpoch 0: |          | 12047/? [1:08:18<00:00,  2.94it/s]\nEpoch 0: |          | 12048/? [1:08:18<00:00,  2.94it/s]\nEpoch 0: |          | 12048/? [1:08:18<00:00,  2.94it/s]\nEpoch 0: |          | 12049/? [1:08:19<00:00,  2.94it/s]\nEpoch 0: |          | 12049/? [1:08:19<00:00,  2.94it/s]\nEpoch 0: |          | 12050/? [1:08:19<00:00,  2.94it/s]\nEpoch 0: |          | 12050/? [1:08:19<00:00,  2.94it/s]\nEpoch 0: |          | 12051/? [1:08:19<00:00,  2.94it/s]\nEpoch 0: |          | 12051/? [1:08:19<00:00,  2.94it/s]\nEpoch 0: |          | 12052/? [1:08:20<00:00,  2.94it/s]\nEpoch 0: |          | 12052/? [1:08:20<00:00,  2.94it/s]\nEpoch 0: |          | 12053/? [1:08:20<00:00,  2.94it/s]\nEpoch 0: |          | 12053/? [1:08:20<00:00,  2.94it/s]\nEpoch 0: |          | 12054/? [1:08:20<00:00,  2.94it/s]\nEpoch 0: |          | 12054/? [1:08:20<00:00,  2.94it/s]\nEpoch 0: |          | 12055/? [1:08:21<00:00,  2.94it/s]\nEpoch 0: |          | 12055/? [1:08:21<00:00,  2.94it/s]\nEpoch 0: |          | 12056/? [1:08:21<00:00,  2.94it/s]\nEpoch 0: |          | 12056/? [1:08:21<00:00,  2.94it/s]\nEpoch 0: |          | 12057/? [1:08:21<00:00,  2.94it/s]\nEpoch 0: |          | 12057/? [1:08:21<00:00,  2.94it/s]\nEpoch 0: |          | 12058/? [1:08:22<00:00,  2.94it/s]\nEpoch 0: |          | 12058/? [1:08:22<00:00,  2.94it/s]\nEpoch 0: |          | 12059/? [1:08:22<00:00,  2.94it/s]\nEpoch 0: |          | 12059/? [1:08:22<00:00,  2.94it/s]\nEpoch 0: |          | 12060/? [1:08:22<00:00,  2.94it/s]\nEpoch 0: |          | 12060/? [1:08:22<00:00,  2.94it/s]\nEpoch 0: |          | 12061/? [1:08:23<00:00,  2.94it/s]\nEpoch 0: |          | 12061/? [1:08:23<00:00,  2.94it/s]\nEpoch 0: |          | 12062/? [1:08:23<00:00,  2.94it/s]\nEpoch 0: |          | 12062/? [1:08:23<00:00,  2.94it/s]\nEpoch 0: |          | 12063/? [1:08:23<00:00,  2.94it/s]\nEpoch 0: |          | 12063/? [1:08:23<00:00,  2.94it/s]\nEpoch 0: |          | 12064/? [1:08:23<00:00,  2.94it/s]\nEpoch 0: |          | 12064/? [1:08:23<00:00,  2.94it/s]\nEpoch 0: |          | 12065/? [1:08:24<00:00,  2.94it/s]\nEpoch 0: |          | 12065/? [1:08:24<00:00,  2.94it/s]\nEpoch 0: |          | 12066/? [1:08:24<00:00,  2.94it/s]\nEpoch 0: |          | 12066/? [1:08:24<00:00,  2.94it/s]\nEpoch 0: |          | 12067/? [1:08:24<00:00,  2.94it/s]\nEpoch 0: |          | 12067/? [1:08:24<00:00,  2.94it/s]\nEpoch 0: |          | 12068/? [1:08:25<00:00,  2.94it/s]\nEpoch 0: |          | 12068/? [1:08:25<00:00,  2.94it/s]\nEpoch 0: |          | 12069/? [1:08:25<00:00,  2.94it/s]\nEpoch 0: |          | 12069/? [1:08:25<00:00,  2.94it/s]\nEpoch 0: |          | 12070/? [1:08:25<00:00,  2.94it/s]\nEpoch 0: |          | 12070/? [1:08:25<00:00,  2.94it/s]\nEpoch 0: |          | 12071/? [1:08:26<00:00,  2.94it/s]\nEpoch 0: |          | 12071/? [1:08:26<00:00,  2.94it/s]\nEpoch 0: |          | 12072/? [1:08:26<00:00,  2.94it/s]\nEpoch 0: |          | 12072/? [1:08:26<00:00,  2.94it/s]\nEpoch 0: |          | 12073/? [1:08:26<00:00,  2.94it/s]\nEpoch 0: |          | 12073/? [1:08:26<00:00,  2.94it/s]\nEpoch 0: |          | 12074/? [1:08:27<00:00,  2.94it/s]\nEpoch 0: |          | 12074/? [1:08:27<00:00,  2.94it/s]\nEpoch 0: |          | 12075/? [1:08:27<00:00,  2.94it/s]\nEpoch 0: |          | 12075/? [1:08:27<00:00,  2.94it/s]\nEpoch 0: |          | 12076/? [1:08:27<00:00,  2.94it/s]\nEpoch 0: |          | 12076/? [1:08:27<00:00,  2.94it/s]\nEpoch 0: |          | 12077/? [1:08:28<00:00,  2.94it/s]\nEpoch 0: |          | 12077/? [1:08:28<00:00,  2.94it/s]\nEpoch 0: |          | 12078/? [1:08:28<00:00,  2.94it/s]\nEpoch 0: |          | 12078/? [1:08:28<00:00,  2.94it/s]\nEpoch 0: |          | 12079/? [1:08:28<00:00,  2.94it/s]\nEpoch 0: |          | 12079/? [1:08:28<00:00,  2.94it/s]\nEpoch 0: |          | 12080/? [1:08:28<00:00,  2.94it/s]\nEpoch 0: |          | 12080/? [1:08:28<00:00,  2.94it/s]\nEpoch 0: |          | 12081/? [1:08:29<00:00,  2.94it/s]\nEpoch 0: |          | 12081/? [1:08:29<00:00,  2.94it/s]\nEpoch 0: |          | 12082/? [1:08:29<00:00,  2.94it/s]\nEpoch 0: |          | 12082/? [1:08:29<00:00,  2.94it/s]\nEpoch 0: |          | 12083/? [1:08:29<00:00,  2.94it/s]\nEpoch 0: |          | 12083/? [1:08:29<00:00,  2.94it/s]\nEpoch 0: |          | 12084/? [1:08:30<00:00,  2.94it/s]\nEpoch 0: |          | 12084/? [1:08:30<00:00,  2.94it/s]\nEpoch 0: |          | 12085/? [1:08:30<00:00,  2.94it/s]\nEpoch 0: |          | 12085/? [1:08:30<00:00,  2.94it/s]\nEpoch 0: |          | 12086/? [1:08:30<00:00,  2.94it/s]\nEpoch 0: |          | 12086/? [1:08:30<00:00,  2.94it/s]\nEpoch 0: |          | 12087/? [1:08:31<00:00,  2.94it/s]\nEpoch 0: |          | 12087/? [1:08:31<00:00,  2.94it/s]\nEpoch 0: |          | 12088/? [1:08:31<00:00,  2.94it/s]\nEpoch 0: |          | 12088/? [1:08:31<00:00,  2.94it/s]\nEpoch 0: |          | 12089/? [1:08:31<00:00,  2.94it/s]\nEpoch 0: |          | 12089/? [1:08:31<00:00,  2.94it/s]\nEpoch 0: |          | 12090/? [1:08:32<00:00,  2.94it/s]\nEpoch 0: |          | 12090/? [1:08:32<00:00,  2.94it/s]\nEpoch 0: |          | 12091/? [1:08:32<00:00,  2.94it/s]\nEpoch 0: |          | 12091/? [1:08:32<00:00,  2.94it/s]\nEpoch 0: |          | 12092/? [1:08:32<00:00,  2.94it/s]\nEpoch 0: |          | 12092/? [1:08:32<00:00,  2.94it/s]\nEpoch 0: |          | 12093/? [1:08:33<00:00,  2.94it/s]\nEpoch 0: |          | 12093/? [1:08:33<00:00,  2.94it/s]\nEpoch 0: |          | 12094/? [1:08:33<00:00,  2.94it/s]\nEpoch 0: |          | 12094/? [1:08:33<00:00,  2.94it/s]\nEpoch 0: |          | 12095/? [1:08:33<00:00,  2.94it/s]\nEpoch 0: |          | 12095/? [1:08:33<00:00,  2.94it/s]\nEpoch 0: |          | 12096/? [1:08:34<00:00,  2.94it/s]\nEpoch 0: |          | 12096/? [1:08:34<00:00,  2.94it/s]\nEpoch 0: |          | 12097/? [1:08:34<00:00,  2.94it/s]\nEpoch 0: |          | 12097/? [1:08:34<00:00,  2.94it/s]\nEpoch 0: |          | 12098/? [1:08:34<00:00,  2.94it/s]\nEpoch 0: |          | 12098/? [1:08:34<00:00,  2.94it/s]\nEpoch 0: |          | 12099/? [1:08:34<00:00,  2.94it/s]\nEpoch 0: |          | 12099/? [1:08:34<00:00,  2.94it/s]\nEpoch 0: |          | 12100/? [1:08:35<00:00,  2.94it/s]\nEpoch 0: |          | 12100/? [1:08:35<00:00,  2.94it/s]\nEpoch 0: |          | 12101/? [1:08:35<00:00,  2.94it/s]\nEpoch 0: |          | 12101/? [1:08:35<00:00,  2.94it/s]\nEpoch 0: |          | 12102/? [1:08:35<00:00,  2.94it/s]\nEpoch 0: |          | 12102/? [1:08:35<00:00,  2.94it/s]\nEpoch 0: |          | 12103/? [1:08:36<00:00,  2.94it/s]\nEpoch 0: |          | 12103/? [1:08:36<00:00,  2.94it/s]\nEpoch 0: |          | 12104/? [1:08:36<00:00,  2.94it/s]\nEpoch 0: |          | 12104/? [1:08:36<00:00,  2.94it/s]\nEpoch 0: |          | 12105/? [1:08:36<00:00,  2.94it/s]\nEpoch 0: |          | 12105/? [1:08:36<00:00,  2.94it/s]\nEpoch 0: |          | 12106/? [1:08:37<00:00,  2.94it/s]\nEpoch 0: |          | 12106/? [1:08:37<00:00,  2.94it/s]\nEpoch 0: |          | 12107/? [1:08:37<00:00,  2.94it/s]\nEpoch 0: |          | 12107/? [1:08:37<00:00,  2.94it/s]\nEpoch 0: |          | 12108/? [1:08:37<00:00,  2.94it/s]\nEpoch 0: |          | 12108/? [1:08:37<00:00,  2.94it/s]\nEpoch 0: |          | 12109/? [1:08:38<00:00,  2.94it/s]\nEpoch 0: |          | 12109/? [1:08:38<00:00,  2.94it/s]\nEpoch 0: |          | 12110/? [1:08:38<00:00,  2.94it/s]\nEpoch 0: |          | 12110/? [1:08:38<00:00,  2.94it/s]\nEpoch 0: |          | 12111/? [1:08:38<00:00,  2.94it/s]\nEpoch 0: |          | 12111/? [1:08:38<00:00,  2.94it/s]\nEpoch 0: |          | 12112/? [1:08:39<00:00,  2.94it/s]\nEpoch 0: |          | 12112/? [1:08:39<00:00,  2.94it/s]\nEpoch 0: |          | 12113/? [1:08:39<00:00,  2.94it/s]\nEpoch 0: |          | 12113/? [1:08:39<00:00,  2.94it/s]\nEpoch 0: |          | 12114/? [1:08:39<00:00,  2.94it/s]\nEpoch 0: |          | 12114/? [1:08:39<00:00,  2.94it/s]\nEpoch 0: |          | 12115/? [1:08:40<00:00,  2.94it/s]\nEpoch 0: |          | 12115/? [1:08:40<00:00,  2.94it/s]\nEpoch 0: |          | 12116/? [1:08:40<00:00,  2.94it/s]\nEpoch 0: |          | 12116/? [1:08:40<00:00,  2.94it/s]\nEpoch 0: |          | 12117/? [1:08:40<00:00,  2.94it/s]\nEpoch 0: |          | 12117/? [1:08:40<00:00,  2.94it/s]\nEpoch 0: |          | 12118/? [1:08:40<00:00,  2.94it/s]\nEpoch 0: |          | 12118/? [1:08:40<00:00,  2.94it/s]\nEpoch 0: |          | 12119/? [1:08:41<00:00,  2.94it/s]\nEpoch 0: |          | 12119/? [1:08:41<00:00,  2.94it/s]\nEpoch 0: |          | 12120/? [1:08:41<00:00,  2.94it/s]\nEpoch 0: |          | 12120/? [1:08:41<00:00,  2.94it/s]\nEpoch 0: |          | 12121/? [1:08:41<00:00,  2.94it/s]\nEpoch 0: |          | 12121/? [1:08:41<00:00,  2.94it/s]\nEpoch 0: |          | 12122/? [1:08:42<00:00,  2.94it/s]\nEpoch 0: |          | 12122/? [1:08:42<00:00,  2.94it/s]\nEpoch 0: |          | 12123/? [1:08:42<00:00,  2.94it/s]\nEpoch 0: |          | 12123/? [1:08:42<00:00,  2.94it/s]\nEpoch 0: |          | 12124/? [1:08:42<00:00,  2.94it/s]\nEpoch 0: |          | 12124/? [1:08:42<00:00,  2.94it/s]\nEpoch 0: |          | 12125/? [1:08:43<00:00,  2.94it/s]\nEpoch 0: |          | 12125/? [1:08:43<00:00,  2.94it/s]\nEpoch 0: |          | 12126/? [1:08:43<00:00,  2.94it/s]\nEpoch 0: |          | 12126/? [1:08:43<00:00,  2.94it/s]\nEpoch 0: |          | 12127/? [1:08:43<00:00,  2.94it/s]\nEpoch 0: |          | 12127/? [1:08:43<00:00,  2.94it/s]\nEpoch 0: |          | 12128/? [1:08:44<00:00,  2.94it/s]\nEpoch 0: |          | 12128/? [1:08:44<00:00,  2.94it/s]\nEpoch 0: |          | 12129/? [1:08:44<00:00,  2.94it/s]\nEpoch 0: |          | 12129/? [1:08:44<00:00,  2.94it/s]\nEpoch 0: |          | 12130/? [1:08:44<00:00,  2.94it/s]\nEpoch 0: |          | 12130/? [1:08:44<00:00,  2.94it/s]\nEpoch 0: |          | 12131/? [1:08:44<00:00,  2.94it/s]\nEpoch 0: |          | 12131/? [1:08:44<00:00,  2.94it/s]\nEpoch 0: |          | 12132/? [1:08:45<00:00,  2.94it/s]\nEpoch 0: |          | 12132/? [1:08:45<00:00,  2.94it/s]\nEpoch 0: |          | 12133/? [1:08:45<00:00,  2.94it/s]\nEpoch 0: |          | 12133/? [1:08:45<00:00,  2.94it/s]\nEpoch 0: |          | 12134/? [1:08:45<00:00,  2.94it/s]\nEpoch 0: |          | 12134/? [1:08:45<00:00,  2.94it/s]\nEpoch 0: |          | 12135/? [1:08:46<00:00,  2.94it/s]\nEpoch 0: |          | 12135/? [1:08:46<00:00,  2.94it/s]\nEpoch 0: |          | 12136/? [1:08:46<00:00,  2.94it/s]\nEpoch 0: |          | 12136/? [1:08:46<00:00,  2.94it/s]\nEpoch 0: |          | 12137/? [1:08:46<00:00,  2.94it/s]\nEpoch 0: |          | 12137/? [1:08:46<00:00,  2.94it/s]\nEpoch 0: |          | 12138/? [1:08:47<00:00,  2.94it/s]\nEpoch 0: |          | 12138/? [1:08:47<00:00,  2.94it/s]\nEpoch 0: |          | 12139/? [1:08:47<00:00,  2.94it/s]\nEpoch 0: |          | 12139/? [1:08:47<00:00,  2.94it/s]\nEpoch 0: |          | 12140/? [1:08:47<00:00,  2.94it/s]\nEpoch 0: |          | 12140/? [1:08:47<00:00,  2.94it/s]\nEpoch 0: |          | 12141/? [1:08:48<00:00,  2.94it/s]\nEpoch 0: |          | 12141/? [1:08:48<00:00,  2.94it/s]\nEpoch 0: |          | 12142/? [1:08:48<00:00,  2.94it/s]\nEpoch 0: |          | 12142/? [1:08:48<00:00,  2.94it/s]\nEpoch 0: |          | 12143/? [1:08:48<00:00,  2.94it/s]\nEpoch 0: |          | 12143/? [1:08:48<00:00,  2.94it/s]\nEpoch 0: |          | 12144/? [1:08:49<00:00,  2.94it/s]\nEpoch 0: |          | 12144/? [1:08:49<00:00,  2.94it/s]\nEpoch 0: |          | 12145/? [1:08:49<00:00,  2.94it/s]\nEpoch 0: |          | 12145/? [1:08:49<00:00,  2.94it/s]\nEpoch 0: |          | 12146/? [1:08:49<00:00,  2.94it/s]\nEpoch 0: |          | 12146/? [1:08:49<00:00,  2.94it/s]\nEpoch 0: |          | 12147/? [1:08:50<00:00,  2.94it/s]\nEpoch 0: |          | 12147/? [1:08:50<00:00,  2.94it/s]\nEpoch 0: |          | 12148/? [1:08:50<00:00,  2.94it/s]\nEpoch 0: |          | 12148/? [1:08:50<00:00,  2.94it/s]\nEpoch 0: |          | 12149/? [1:08:50<00:00,  2.94it/s]\nEpoch 0: |          | 12149/? [1:08:50<00:00,  2.94it/s]\nEpoch 0: |          | 12150/? [1:08:51<00:00,  2.94it/s]\nEpoch 0: |          | 12150/? [1:08:51<00:00,  2.94it/s]\nEpoch 0: |          | 12151/? [1:08:51<00:00,  2.94it/s]\nEpoch 0: |          | 12151/? [1:08:51<00:00,  2.94it/s]\nEpoch 0: |          | 12152/? [1:08:51<00:00,  2.94it/s]\nEpoch 0: |          | 12152/? [1:08:51<00:00,  2.94it/s]\nEpoch 0: |          | 12153/? [1:08:51<00:00,  2.94it/s]\nEpoch 0: |          | 12153/? [1:08:51<00:00,  2.94it/s]\nEpoch 0: |          | 12154/? [1:08:52<00:00,  2.94it/s]\nEpoch 0: |          | 12154/? [1:08:52<00:00,  2.94it/s]\nEpoch 0: |          | 12155/? [1:08:52<00:00,  2.94it/s]\nEpoch 0: |          | 12155/? [1:08:52<00:00,  2.94it/s]\nEpoch 0: |          | 12156/? [1:08:52<00:00,  2.94it/s]\nEpoch 0: |          | 12156/? [1:08:52<00:00,  2.94it/s]\nEpoch 0: |          | 12157/? [1:08:53<00:00,  2.94it/s]\nEpoch 0: |          | 12157/? [1:08:53<00:00,  2.94it/s]\nEpoch 0: |          | 12158/? [1:08:53<00:00,  2.94it/s]\nEpoch 0: |          | 12158/? [1:08:53<00:00,  2.94it/s]\nEpoch 0: |          | 12159/? [1:08:53<00:00,  2.94it/s]\nEpoch 0: |          | 12159/? [1:08:53<00:00,  2.94it/s]\nEpoch 0: |          | 12160/? [1:08:54<00:00,  2.94it/s]\nEpoch 0: |          | 12160/? [1:08:54<00:00,  2.94it/s]\nEpoch 0: |          | 12161/? [1:08:54<00:00,  2.94it/s]\nEpoch 0: |          | 12161/? [1:08:54<00:00,  2.94it/s]\nEpoch 0: |          | 12162/? [1:08:54<00:00,  2.94it/s]\nEpoch 0: |          | 12162/? [1:08:54<00:00,  2.94it/s]\nEpoch 0: |          | 12163/? [1:08:55<00:00,  2.94it/s]\nEpoch 0: |          | 12163/? [1:08:55<00:00,  2.94it/s]\nEpoch 0: |          | 12164/? [1:08:55<00:00,  2.94it/s]\nEpoch 0: |          | 12164/? [1:08:55<00:00,  2.94it/s]\nEpoch 0: |          | 12165/? [1:08:55<00:00,  2.94it/s]\nEpoch 0: |          | 12165/? [1:08:55<00:00,  2.94it/s]\nEpoch 0: |          | 12166/? [1:08:56<00:00,  2.94it/s]\nEpoch 0: |          | 12166/? [1:08:56<00:00,  2.94it/s]\nEpoch 0: |          | 12167/? [1:08:56<00:00,  2.94it/s]\nEpoch 0: |          | 12167/? [1:08:56<00:00,  2.94it/s]\nEpoch 0: |          | 12168/? [1:08:56<00:00,  2.94it/s]\nEpoch 0: |          | 12168/? [1:08:56<00:00,  2.94it/s]\nEpoch 0: |          | 12169/? [1:08:56<00:00,  2.94it/s]\nEpoch 0: |          | 12169/? [1:08:56<00:00,  2.94it/s]\nEpoch 0: |          | 12170/? [1:08:57<00:00,  2.94it/s]\nEpoch 0: |          | 12170/? [1:08:57<00:00,  2.94it/s]\nEpoch 0: |          | 12171/? [1:08:57<00:00,  2.94it/s]\nEpoch 0: |          | 12171/? [1:08:57<00:00,  2.94it/s]\nEpoch 0: |          | 12172/? [1:08:57<00:00,  2.94it/s]\nEpoch 0: |          | 12172/? [1:08:57<00:00,  2.94it/s]\nEpoch 0: |          | 12173/? [1:08:58<00:00,  2.94it/s]\nEpoch 0: |          | 12173/? [1:08:58<00:00,  2.94it/s]\nEpoch 0: |          | 12174/? [1:08:58<00:00,  2.94it/s]\nEpoch 0: |          | 12174/? [1:08:58<00:00,  2.94it/s]\nEpoch 0: |          | 12175/? [1:08:58<00:00,  2.94it/s]\nEpoch 0: |          | 12175/? [1:08:58<00:00,  2.94it/s]\nEpoch 0: |          | 12176/? [1:08:59<00:00,  2.94it/s]\nEpoch 0: |          | 12176/? [1:08:59<00:00,  2.94it/s]\nEpoch 0: |          | 12177/? [1:08:59<00:00,  2.94it/s]\nEpoch 0: |          | 12177/? [1:08:59<00:00,  2.94it/s]\nEpoch 0: |          | 12178/? [1:08:59<00:00,  2.94it/s]\nEpoch 0: |          | 12178/? [1:08:59<00:00,  2.94it/s]\nEpoch 0: |          | 12179/? [1:09:00<00:00,  2.94it/s]\nEpoch 0: |          | 12179/? [1:09:00<00:00,  2.94it/s]\nEpoch 0: |          | 12180/? [1:09:00<00:00,  2.94it/s]\nEpoch 0: |          | 12180/? [1:09:00<00:00,  2.94it/s]\nEpoch 0: |          | 12181/? [1:09:00<00:00,  2.94it/s]\nEpoch 0: |          | 12181/? [1:09:00<00:00,  2.94it/s]\nEpoch 0: |          | 12182/? [1:09:01<00:00,  2.94it/s]\nEpoch 0: |          | 12182/? [1:09:01<00:00,  2.94it/s]\nEpoch 0: |          | 12183/? [1:09:01<00:00,  2.94it/s]\nEpoch 0: |          | 12183/? [1:09:01<00:00,  2.94it/s]\nEpoch 0: |          | 12184/? [1:09:01<00:00,  2.94it/s]\nEpoch 0: |          | 12184/? [1:09:01<00:00,  2.94it/s]\nEpoch 0: |          | 12185/? [1:09:01<00:00,  2.94it/s]\nEpoch 0: |          | 12185/? [1:09:01<00:00,  2.94it/s]\nEpoch 0: |          | 12186/? [1:09:02<00:00,  2.94it/s]\nEpoch 0: |          | 12186/? [1:09:02<00:00,  2.94it/s]\nEpoch 0: |          | 12187/? [1:09:02<00:00,  2.94it/s]\nEpoch 0: |          | 12187/? [1:09:02<00:00,  2.94it/s]\nEpoch 0: |          | 12188/? [1:09:02<00:00,  2.94it/s]\nEpoch 0: |          | 12188/? [1:09:02<00:00,  2.94it/s]\nEpoch 0: |          | 12189/? [1:09:03<00:00,  2.94it/s]\nEpoch 0: |          | 12189/? [1:09:03<00:00,  2.94it/s]\nEpoch 0: |          | 12190/? [1:09:03<00:00,  2.94it/s]\nEpoch 0: |          | 12190/? [1:09:03<00:00,  2.94it/s]\nEpoch 0: |          | 12191/? [1:09:03<00:00,  2.94it/s]\nEpoch 0: |          | 12191/? [1:09:03<00:00,  2.94it/s]\nEpoch 0: |          | 12192/? [1:09:04<00:00,  2.94it/s]\nEpoch 0: |          | 12192/? [1:09:04<00:00,  2.94it/s]\nEpoch 0: |          | 12193/? [1:09:04<00:00,  2.94it/s]\nEpoch 0: |          | 12193/? [1:09:04<00:00,  2.94it/s]\nEpoch 0: |          | 12194/? [1:09:04<00:00,  2.94it/s]\nEpoch 0: |          | 12194/? [1:09:04<00:00,  2.94it/s]\nEpoch 0: |          | 12195/? [1:09:05<00:00,  2.94it/s]\nEpoch 0: |          | 12195/? [1:09:05<00:00,  2.94it/s]\nEpoch 0: |          | 12196/? [1:09:05<00:00,  2.94it/s]\nEpoch 0: |          | 12196/? [1:09:05<00:00,  2.94it/s]\nEpoch 0: |          | 12197/? [1:09:05<00:00,  2.94it/s]\nEpoch 0: |          | 12197/? [1:09:05<00:00,  2.94it/s]\nEpoch 0: |          | 12198/? [1:09:06<00:00,  2.94it/s]\nEpoch 0: |          | 12198/? [1:09:06<00:00,  2.94it/s]\nEpoch 0: |          | 12199/? [1:09:06<00:00,  2.94it/s]\nEpoch 0: |          | 12199/? [1:09:06<00:00,  2.94it/s]\nEpoch 0: |          | 12200/? [1:09:06<00:00,  2.94it/s]\nEpoch 0: |          | 12200/? [1:09:06<00:00,  2.94it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.99it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.31it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.98it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.76it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 12200/? [1:09:07<00:00,  2.94it/s]\nEpoch 0: |          | 12201/? [1:09:07<00:00,  2.94it/s]\nEpoch 0: |          | 12201/? [1:09:07<00:00,  2.94it/s]\nEpoch 0: |          | 12202/? [1:09:07<00:00,  2.94it/s]\nEpoch 0: |          | 12202/? [1:09:07<00:00,  2.94it/s]\nEpoch 0: |          | 12203/? [1:09:07<00:00,  2.94it/s]\nEpoch 0: |          | 12203/? [1:09:07<00:00,  2.94it/s]\nEpoch 0: |          | 12204/? [1:09:08<00:00,  2.94it/s]\nEpoch 0: |          | 12204/? [1:09:08<00:00,  2.94it/s]\nEpoch 0: |          | 12205/? [1:09:08<00:00,  2.94it/s]\nEpoch 0: |          | 12205/? [1:09:08<00:00,  2.94it/s]\nEpoch 0: |          | 12206/? [1:09:08<00:00,  2.94it/s]\nEpoch 0: |          | 12206/? [1:09:08<00:00,  2.94it/s]\nEpoch 0: |          | 12207/? [1:09:09<00:00,  2.94it/s]\nEpoch 0: |          | 12207/? [1:09:09<00:00,  2.94it/s]\nEpoch 0: |          | 12208/? [1:09:09<00:00,  2.94it/s]\nEpoch 0: |          | 12208/? [1:09:09<00:00,  2.94it/s]\nEpoch 0: |          | 12209/? [1:09:09<00:00,  2.94it/s]\nEpoch 0: |          | 12209/? [1:09:09<00:00,  2.94it/s]\nEpoch 0: |          | 12210/? [1:09:10<00:00,  2.94it/s]\nEpoch 0: |          | 12210/? [1:09:10<00:00,  2.94it/s]\nEpoch 0: |          | 12211/? [1:09:10<00:00,  2.94it/s]\nEpoch 0: |          | 12211/? [1:09:10<00:00,  2.94it/s]\nEpoch 0: |          | 12212/? [1:09:10<00:00,  2.94it/s]\nEpoch 0: |          | 12212/? [1:09:10<00:00,  2.94it/s]\nEpoch 0: |          | 12213/? [1:09:11<00:00,  2.94it/s]\nEpoch 0: |          | 12213/? [1:09:11<00:00,  2.94it/s]\nEpoch 0: |          | 12214/? [1:09:11<00:00,  2.94it/s]\nEpoch 0: |          | 12214/? [1:09:11<00:00,  2.94it/s]\nEpoch 0: |          | 12215/? [1:09:11<00:00,  2.94it/s]\nEpoch 0: |          | 12215/? [1:09:11<00:00,  2.94it/s]\nEpoch 0: |          | 12216/? [1:09:11<00:00,  2.94it/s]\nEpoch 0: |          | 12216/? [1:09:11<00:00,  2.94it/s]\nEpoch 0: |          | 12217/? [1:09:12<00:00,  2.94it/s]\nEpoch 0: |          | 12217/? [1:09:12<00:00,  2.94it/s]\nEpoch 0: |          | 12218/? [1:09:12<00:00,  2.94it/s]\nEpoch 0: |          | 12218/? [1:09:12<00:00,  2.94it/s]\nEpoch 0: |          | 12219/? [1:09:12<00:00,  2.94it/s]\nEpoch 0: |          | 12219/? [1:09:12<00:00,  2.94it/s]\nEpoch 0: |          | 12220/? [1:09:13<00:00,  2.94it/s]\nEpoch 0: |          | 12220/? [1:09:13<00:00,  2.94it/s]\nEpoch 0: |          | 12221/? [1:09:13<00:00,  2.94it/s]\nEpoch 0: |          | 12221/? [1:09:13<00:00,  2.94it/s]\nEpoch 0: |          | 12222/? [1:09:13<00:00,  2.94it/s]\nEpoch 0: |          | 12222/? [1:09:13<00:00,  2.94it/s]\nEpoch 0: |          | 12223/? [1:09:14<00:00,  2.94it/s]\nEpoch 0: |          | 12223/? [1:09:14<00:00,  2.94it/s]\nEpoch 0: |          | 12224/? [1:09:14<00:00,  2.94it/s]\nEpoch 0: |          | 12224/? [1:09:14<00:00,  2.94it/s]\nEpoch 0: |          | 12225/? [1:09:14<00:00,  2.94it/s]\nEpoch 0: |          | 12225/? [1:09:14<00:00,  2.94it/s]\nEpoch 0: |          | 12226/? [1:09:15<00:00,  2.94it/s]\nEpoch 0: |          | 12226/? [1:09:15<00:00,  2.94it/s]\nEpoch 0: |          | 12227/? [1:09:15<00:00,  2.94it/s]\nEpoch 0: |          | 12227/? [1:09:15<00:00,  2.94it/s]\nEpoch 0: |          | 12228/? [1:09:15<00:00,  2.94it/s]\nEpoch 0: |          | 12228/? [1:09:15<00:00,  2.94it/s]\nEpoch 0: |          | 12229/? [1:09:15<00:00,  2.94it/s]\nEpoch 0: |          | 12229/? [1:09:15<00:00,  2.94it/s]\nEpoch 0: |          | 12230/? [1:09:16<00:00,  2.94it/s]\nEpoch 0: |          | 12230/? [1:09:16<00:00,  2.94it/s]\nEpoch 0: |          | 12231/? [1:09:16<00:00,  2.94it/s]\nEpoch 0: |          | 12231/? [1:09:16<00:00,  2.94it/s]\nEpoch 0: |          | 12232/? [1:09:16<00:00,  2.94it/s]\nEpoch 0: |          | 12232/? [1:09:16<00:00,  2.94it/s]\nEpoch 0: |          | 12233/? [1:09:17<00:00,  2.94it/s]\nEpoch 0: |          | 12233/? [1:09:17<00:00,  2.94it/s]\nEpoch 0: |          | 12234/? [1:09:17<00:00,  2.94it/s]\nEpoch 0: |          | 12234/? [1:09:17<00:00,  2.94it/s]\nEpoch 0: |          | 12235/? [1:09:17<00:00,  2.94it/s]\nEpoch 0: |          | 12235/? [1:09:17<00:00,  2.94it/s]\nEpoch 0: |          | 12236/? [1:09:18<00:00,  2.94it/s]\nEpoch 0: |          | 12236/? [1:09:18<00:00,  2.94it/s]\nEpoch 0: |          | 12237/? [1:09:18<00:00,  2.94it/s]\nEpoch 0: |          | 12237/? [1:09:18<00:00,  2.94it/s]\nEpoch 0: |          | 12238/? [1:09:18<00:00,  2.94it/s]\nEpoch 0: |          | 12238/? [1:09:18<00:00,  2.94it/s]\nEpoch 0: |          | 12239/? [1:09:19<00:00,  2.94it/s]\nEpoch 0: |          | 12239/? [1:09:19<00:00,  2.94it/s]\nEpoch 0: |          | 12240/? [1:09:19<00:00,  2.94it/s]\nEpoch 0: |          | 12240/? [1:09:19<00:00,  2.94it/s]\nEpoch 0: |          | 12241/? [1:09:19<00:00,  2.94it/s]\nEpoch 0: |          | 12241/? [1:09:19<00:00,  2.94it/s]\nEpoch 0: |          | 12242/? [1:09:20<00:00,  2.94it/s]\nEpoch 0: |          | 12242/? [1:09:20<00:00,  2.94it/s]\nEpoch 0: |          | 12243/? [1:09:20<00:00,  2.94it/s]\nEpoch 0: |          | 12243/? [1:09:20<00:00,  2.94it/s]\nEpoch 0: |          | 12244/? [1:09:20<00:00,  2.94it/s]\nEpoch 0: |          | 12244/? [1:09:20<00:00,  2.94it/s]\nEpoch 0: |          | 12245/? [1:09:20<00:00,  2.94it/s]\nEpoch 0: |          | 12245/? [1:09:20<00:00,  2.94it/s]\nEpoch 0: |          | 12246/? [1:09:21<00:00,  2.94it/s]\nEpoch 0: |          | 12246/? [1:09:21<00:00,  2.94it/s]\nEpoch 0: |          | 12247/? [1:09:21<00:00,  2.94it/s]\nEpoch 0: |          | 12247/? [1:09:21<00:00,  2.94it/s]\nEpoch 0: |          | 12248/? [1:09:21<00:00,  2.94it/s]\nEpoch 0: |          | 12248/? [1:09:21<00:00,  2.94it/s]\nEpoch 0: |          | 12249/? [1:09:22<00:00,  2.94it/s]\nEpoch 0: |          | 12249/? [1:09:22<00:00,  2.94it/s]\nEpoch 0: |          | 12250/? [1:09:22<00:00,  2.94it/s]\nEpoch 0: |          | 12250/? [1:09:22<00:00,  2.94it/s]\nEpoch 0: |          | 12251/? [1:09:22<00:00,  2.94it/s]\nEpoch 0: |          | 12251/? [1:09:22<00:00,  2.94it/s]\nEpoch 0: |          | 12252/? [1:09:23<00:00,  2.94it/s]\nEpoch 0: |          | 12252/? [1:09:23<00:00,  2.94it/s]\nEpoch 0: |          | 12253/? [1:09:23<00:00,  2.94it/s]\nEpoch 0: |          | 12253/? [1:09:23<00:00,  2.94it/s]\nEpoch 0: |          | 12254/? [1:09:23<00:00,  2.94it/s]\nEpoch 0: |          | 12254/? [1:09:23<00:00,  2.94it/s]\nEpoch 0: |          | 12255/? [1:09:24<00:00,  2.94it/s]\nEpoch 0: |          | 12255/? [1:09:24<00:00,  2.94it/s]\nEpoch 0: |          | 12256/? [1:09:24<00:00,  2.94it/s]\nEpoch 0: |          | 12256/? [1:09:24<00:00,  2.94it/s]\nEpoch 0: |          | 12257/? [1:09:24<00:00,  2.94it/s]\nEpoch 0: |          | 12257/? [1:09:24<00:00,  2.94it/s]\nEpoch 0: |          | 12258/? [1:09:24<00:00,  2.94it/s]\nEpoch 0: |          | 12258/? [1:09:24<00:00,  2.94it/s]\nEpoch 0: |          | 12259/? [1:09:25<00:00,  2.94it/s]\nEpoch 0: |          | 12259/? [1:09:25<00:00,  2.94it/s]\nEpoch 0: |          | 12260/? [1:09:25<00:00,  2.94it/s]\nEpoch 0: |          | 12260/? [1:09:25<00:00,  2.94it/s]\nEpoch 0: |          | 12261/? [1:09:25<00:00,  2.94it/s]\nEpoch 0: |          | 12261/? [1:09:25<00:00,  2.94it/s]\nEpoch 0: |          | 12262/? [1:09:26<00:00,  2.94it/s]\nEpoch 0: |          | 12262/? [1:09:26<00:00,  2.94it/s]\nEpoch 0: |          | 12263/? [1:09:26<00:00,  2.94it/s]\nEpoch 0: |          | 12263/? [1:09:26<00:00,  2.94it/s]\nEpoch 0: |          | 12264/? [1:09:26<00:00,  2.94it/s]\nEpoch 0: |          | 12264/? [1:09:26<00:00,  2.94it/s]\nEpoch 0: |          | 12265/? [1:09:27<00:00,  2.94it/s]\nEpoch 0: |          | 12265/? [1:09:27<00:00,  2.94it/s]\nEpoch 0: |          | 12266/? [1:09:27<00:00,  2.94it/s]\nEpoch 0: |          | 12266/? [1:09:27<00:00,  2.94it/s]\nEpoch 0: |          | 12267/? [1:09:27<00:00,  2.94it/s]\nEpoch 0: |          | 12267/? [1:09:27<00:00,  2.94it/s]\nEpoch 0: |          | 12268/? [1:09:28<00:00,  2.94it/s]\nEpoch 0: |          | 12268/? [1:09:28<00:00,  2.94it/s]\nEpoch 0: |          | 12269/? [1:09:28<00:00,  2.94it/s]\nEpoch 0: |          | 12269/? [1:09:28<00:00,  2.94it/s]\nEpoch 0: |          | 12270/? [1:09:28<00:00,  2.94it/s]\nEpoch 0: |          | 12270/? [1:09:28<00:00,  2.94it/s]\nEpoch 0: |          | 12271/? [1:09:28<00:00,  2.94it/s]\nEpoch 0: |          | 12271/? [1:09:28<00:00,  2.94it/s]\nEpoch 0: |          | 12272/? [1:09:29<00:00,  2.94it/s]\nEpoch 0: |          | 12272/? [1:09:29<00:00,  2.94it/s]\nEpoch 0: |          | 12273/? [1:09:29<00:00,  2.94it/s]\nEpoch 0: |          | 12273/? [1:09:29<00:00,  2.94it/s]\nEpoch 0: |          | 12274/? [1:09:29<00:00,  2.94it/s]\nEpoch 0: |          | 12274/? [1:09:29<00:00,  2.94it/s]\nEpoch 0: |          | 12275/? [1:09:30<00:00,  2.94it/s]\nEpoch 0: |          | 12275/? [1:09:30<00:00,  2.94it/s]\nEpoch 0: |          | 12276/? [1:09:30<00:00,  2.94it/s]\nEpoch 0: |          | 12276/? [1:09:30<00:00,  2.94it/s]\nEpoch 0: |          | 12277/? [1:09:30<00:00,  2.94it/s]\nEpoch 0: |          | 12277/? [1:09:30<00:00,  2.94it/s]\nEpoch 0: |          | 12278/? [1:09:31<00:00,  2.94it/s]\nEpoch 0: |          | 12278/? [1:09:31<00:00,  2.94it/s]\nEpoch 0: |          | 12279/? [1:09:31<00:00,  2.94it/s]\nEpoch 0: |          | 12279/? [1:09:31<00:00,  2.94it/s]\nEpoch 0: |          | 12280/? [1:09:31<00:00,  2.94it/s]\nEpoch 0: |          | 12280/? [1:09:31<00:00,  2.94it/s]\nEpoch 0: |          | 12281/? [1:09:32<00:00,  2.94it/s]\nEpoch 0: |          | 12281/? [1:09:32<00:00,  2.94it/s]\nEpoch 0: |          | 12282/? [1:09:32<00:00,  2.94it/s]\nEpoch 0: |          | 12282/? [1:09:32<00:00,  2.94it/s]\nEpoch 0: |          | 12283/? [1:09:32<00:00,  2.94it/s]\nEpoch 0: |          | 12283/? [1:09:32<00:00,  2.94it/s]\nEpoch 0: |          | 12284/? [1:09:33<00:00,  2.94it/s]\nEpoch 0: |          | 12284/? [1:09:33<00:00,  2.94it/s]\nEpoch 0: |          | 12285/? [1:09:33<00:00,  2.94it/s]\nEpoch 0: |          | 12285/? [1:09:33<00:00,  2.94it/s]\nEpoch 0: |          | 12286/? [1:09:33<00:00,  2.94it/s]\nEpoch 0: |          | 12286/? [1:09:33<00:00,  2.94it/s]\nEpoch 0: |          | 12287/? [1:09:34<00:00,  2.94it/s]\nEpoch 0: |          | 12287/? [1:09:34<00:00,  2.94it/s]\nEpoch 0: |          | 12288/? [1:09:34<00:00,  2.94it/s]\nEpoch 0: |          | 12288/? [1:09:34<00:00,  2.94it/s]\nEpoch 0: |          | 12289/? [1:09:34<00:00,  2.94it/s]\nEpoch 0: |          | 12289/? [1:09:34<00:00,  2.94it/s]\nEpoch 0: |          | 12290/? [1:09:34<00:00,  2.94it/s]\nEpoch 0: |          | 12290/? [1:09:34<00:00,  2.94it/s]\nEpoch 0: |          | 12291/? [1:09:35<00:00,  2.94it/s]\nEpoch 0: |          | 12291/? [1:09:35<00:00,  2.94it/s]\nEpoch 0: |          | 12292/? [1:09:35<00:00,  2.94it/s]\nEpoch 0: |          | 12292/? [1:09:35<00:00,  2.94it/s]\nEpoch 0: |          | 12293/? [1:09:35<00:00,  2.94it/s]\nEpoch 0: |          | 12293/? [1:09:35<00:00,  2.94it/s]\nEpoch 0: |          | 12294/? [1:09:36<00:00,  2.94it/s]\nEpoch 0: |          | 12294/? [1:09:36<00:00,  2.94it/s]\nEpoch 0: |          | 12295/? [1:09:36<00:00,  2.94it/s]\nEpoch 0: |          | 12295/? [1:09:36<00:00,  2.94it/s]\nEpoch 0: |          | 12296/? [1:09:36<00:00,  2.94it/s]\nEpoch 0: |          | 12296/? [1:09:36<00:00,  2.94it/s]\nEpoch 0: |          | 12297/? [1:09:37<00:00,  2.94it/s]\nEpoch 0: |          | 12297/? [1:09:37<00:00,  2.94it/s]\nEpoch 0: |          | 12298/? [1:09:37<00:00,  2.94it/s]\nEpoch 0: |          | 12298/? [1:09:37<00:00,  2.94it/s]\nEpoch 0: |          | 12299/? [1:09:37<00:00,  2.94it/s]\nEpoch 0: |          | 12299/? [1:09:37<00:00,  2.94it/s]\nEpoch 0: |          | 12300/? [1:09:38<00:00,  2.94it/s]\nEpoch 0: |          | 12300/? [1:09:38<00:00,  2.94it/s]\nEpoch 0: |          | 12301/? [1:09:38<00:00,  2.94it/s]\nEpoch 0: |          | 12301/? [1:09:38<00:00,  2.94it/s]\nEpoch 0: |          | 12302/? [1:09:38<00:00,  2.94it/s]\nEpoch 0: |          | 12302/? [1:09:38<00:00,  2.94it/s]\nEpoch 0: |          | 12303/? [1:09:38<00:00,  2.94it/s]\nEpoch 0: |          | 12303/? [1:09:38<00:00,  2.94it/s]\nEpoch 0: |          | 12304/? [1:09:39<00:00,  2.94it/s]\nEpoch 0: |          | 12304/? [1:09:39<00:00,  2.94it/s]\nEpoch 0: |          | 12305/? [1:09:39<00:00,  2.94it/s]\nEpoch 0: |          | 12305/? [1:09:39<00:00,  2.94it/s]\nEpoch 0: |          | 12306/? [1:09:39<00:00,  2.94it/s]\nEpoch 0: |          | 12306/? [1:09:39<00:00,  2.94it/s]\nEpoch 0: |          | 12307/? [1:09:40<00:00,  2.94it/s]\nEpoch 0: |          | 12307/? [1:09:40<00:00,  2.94it/s]\nEpoch 0: |          | 12308/? [1:09:40<00:00,  2.94it/s]\nEpoch 0: |          | 12308/? [1:09:40<00:00,  2.94it/s]\nEpoch 0: |          | 12309/? [1:09:40<00:00,  2.94it/s]\nEpoch 0: |          | 12309/? [1:09:40<00:00,  2.94it/s]\nEpoch 0: |          | 12310/? [1:09:41<00:00,  2.94it/s]\nEpoch 0: |          | 12310/? [1:09:41<00:00,  2.94it/s]\nEpoch 0: |          | 12311/? [1:09:41<00:00,  2.94it/s]\nEpoch 0: |          | 12311/? [1:09:41<00:00,  2.94it/s]\nEpoch 0: |          | 12312/? [1:09:41<00:00,  2.94it/s]\nEpoch 0: |          | 12312/? [1:09:41<00:00,  2.94it/s]\nEpoch 0: |          | 12313/? [1:09:42<00:00,  2.94it/s]\nEpoch 0: |          | 12313/? [1:09:42<00:00,  2.94it/s]\nEpoch 0: |          | 12314/? [1:09:42<00:00,  2.94it/s]\nEpoch 0: |          | 12314/? [1:09:42<00:00,  2.94it/s]\nEpoch 0: |          | 12315/? [1:09:42<00:00,  2.94it/s]\nEpoch 0: |          | 12315/? [1:09:42<00:00,  2.94it/s]\nEpoch 0: |          | 12316/? [1:09:42<00:00,  2.94it/s]\nEpoch 0: |          | 12316/? [1:09:42<00:00,  2.94it/s]\nEpoch 0: |          | 12317/? [1:09:43<00:00,  2.94it/s]\nEpoch 0: |          | 12317/? [1:09:43<00:00,  2.94it/s]\nEpoch 0: |          | 12318/? [1:09:43<00:00,  2.94it/s]\nEpoch 0: |          | 12318/? [1:09:43<00:00,  2.94it/s]\nEpoch 0: |          | 12319/? [1:09:43<00:00,  2.94it/s]\nEpoch 0: |          | 12319/? [1:09:43<00:00,  2.94it/s]\nEpoch 0: |          | 12320/? [1:09:44<00:00,  2.94it/s]\nEpoch 0: |          | 12320/? [1:09:44<00:00,  2.94it/s]\nEpoch 0: |          | 12321/? [1:09:44<00:00,  2.94it/s]\nEpoch 0: |          | 12321/? [1:09:44<00:00,  2.94it/s]\nEpoch 0: |          | 12322/? [1:09:44<00:00,  2.94it/s]\nEpoch 0: |          | 12322/? [1:09:44<00:00,  2.94it/s]\nEpoch 0: |          | 12323/? [1:09:45<00:00,  2.94it/s]\nEpoch 0: |          | 12323/? [1:09:45<00:00,  2.94it/s]\nEpoch 0: |          | 12324/? [1:09:45<00:00,  2.94it/s]\nEpoch 0: |          | 12324/? [1:09:45<00:00,  2.94it/s]\nEpoch 0: |          | 12325/? [1:09:45<00:00,  2.94it/s]\nEpoch 0: |          | 12325/? [1:09:45<00:00,  2.94it/s]\nEpoch 0: |          | 12326/? [1:09:46<00:00,  2.94it/s]\nEpoch 0: |          | 12326/? [1:09:46<00:00,  2.94it/s]\nEpoch 0: |          | 12327/? [1:09:46<00:00,  2.94it/s]\nEpoch 0: |          | 12327/? [1:09:46<00:00,  2.94it/s]\nEpoch 0: |          | 12328/? [1:09:46<00:00,  2.94it/s]\nEpoch 0: |          | 12328/? [1:09:46<00:00,  2.94it/s]\nEpoch 0: |          | 12329/? [1:09:47<00:00,  2.94it/s]\nEpoch 0: |          | 12329/? [1:09:47<00:00,  2.94it/s]\nEpoch 0: |          | 12330/? [1:09:47<00:00,  2.94it/s]\nEpoch 0: |          | 12330/? [1:09:47<00:00,  2.94it/s]\nEpoch 0: |          | 12331/? [1:09:47<00:00,  2.94it/s]\nEpoch 0: |          | 12331/? [1:09:47<00:00,  2.94it/s]\nEpoch 0: |          | 12332/? [1:09:47<00:00,  2.94it/s]\nEpoch 0: |          | 12332/? [1:09:47<00:00,  2.94it/s]\nEpoch 0: |          | 12333/? [1:09:48<00:00,  2.94it/s]\nEpoch 0: |          | 12333/? [1:09:48<00:00,  2.94it/s]\nEpoch 0: |          | 12334/? [1:09:48<00:00,  2.94it/s]\nEpoch 0: |          | 12334/? [1:09:48<00:00,  2.94it/s]\nEpoch 0: |          | 12335/? [1:09:48<00:00,  2.94it/s]\nEpoch 0: |          | 12335/? [1:09:48<00:00,  2.94it/s]\nEpoch 0: |          | 12336/? [1:09:49<00:00,  2.94it/s]\nEpoch 0: |          | 12336/? [1:09:49<00:00,  2.94it/s]\nEpoch 0: |          | 12337/? [1:09:49<00:00,  2.94it/s]\nEpoch 0: |          | 12337/? [1:09:49<00:00,  2.94it/s]\nEpoch 0: |          | 12338/? [1:09:49<00:00,  2.94it/s]\nEpoch 0: |          | 12338/? [1:09:49<00:00,  2.94it/s]\nEpoch 0: |          | 12339/? [1:09:50<00:00,  2.94it/s]\nEpoch 0: |          | 12339/? [1:09:50<00:00,  2.94it/s]\nEpoch 0: |          | 12340/? [1:09:50<00:00,  2.94it/s]\nEpoch 0: |          | 12340/? [1:09:50<00:00,  2.94it/s]\nEpoch 0: |          | 12341/? [1:09:50<00:00,  2.94it/s]\nEpoch 0: |          | 12341/? [1:09:50<00:00,  2.94it/s]\nEpoch 0: |          | 12342/? [1:09:51<00:00,  2.94it/s]\nEpoch 0: |          | 12342/? [1:09:51<00:00,  2.94it/s]\nEpoch 0: |          | 12343/? [1:09:51<00:00,  2.94it/s]\nEpoch 0: |          | 12343/? [1:09:51<00:00,  2.94it/s]\nEpoch 0: |          | 12344/? [1:09:51<00:00,  2.94it/s]\nEpoch 0: |          | 12344/? [1:09:51<00:00,  2.94it/s]\nEpoch 0: |          | 12345/? [1:09:52<00:00,  2.94it/s]\nEpoch 0: |          | 12345/? [1:09:52<00:00,  2.94it/s]\nEpoch 0: |          | 12346/? [1:09:52<00:00,  2.94it/s]\nEpoch 0: |          | 12346/? [1:09:52<00:00,  2.94it/s]\nEpoch 0: |          | 12347/? [1:09:52<00:00,  2.94it/s]\nEpoch 0: |          | 12347/? [1:09:52<00:00,  2.94it/s]\nEpoch 0: |          | 12348/? [1:09:53<00:00,  2.94it/s]\nEpoch 0: |          | 12348/? [1:09:53<00:00,  2.94it/s]\nEpoch 0: |          | 12349/? [1:09:53<00:00,  2.94it/s]\nEpoch 0: |          | 12349/? [1:09:53<00:00,  2.94it/s]\nEpoch 0: |          | 12350/? [1:09:53<00:00,  2.94it/s]\nEpoch 0: |          | 12350/? [1:09:53<00:00,  2.94it/s]\nEpoch 0: |          | 12351/? [1:09:53<00:00,  2.94it/s]\nEpoch 0: |          | 12351/? [1:09:53<00:00,  2.94it/s]\nEpoch 0: |          | 12352/? [1:09:54<00:00,  2.94it/s]\nEpoch 0: |          | 12352/? [1:09:54<00:00,  2.94it/s]\nEpoch 0: |          | 12353/? [1:09:54<00:00,  2.95it/s]\nEpoch 0: |          | 12353/? [1:09:54<00:00,  2.95it/s]\nEpoch 0: |          | 12354/? [1:09:54<00:00,  2.95it/s]\nEpoch 0: |          | 12354/? [1:09:54<00:00,  2.95it/s]\nEpoch 0: |          | 12355/? [1:09:55<00:00,  2.95it/s]\nEpoch 0: |          | 12355/? [1:09:55<00:00,  2.95it/s]\nEpoch 0: |          | 12356/? [1:09:55<00:00,  2.95it/s]\nEpoch 0: |          | 12356/? [1:09:55<00:00,  2.95it/s]\nEpoch 0: |          | 12357/? [1:09:55<00:00,  2.95it/s]\nEpoch 0: |          | 12357/? [1:09:55<00:00,  2.95it/s]\nEpoch 0: |          | 12358/? [1:09:56<00:00,  2.95it/s]\nEpoch 0: |          | 12358/? [1:09:56<00:00,  2.95it/s]\nEpoch 0: |          | 12359/? [1:09:56<00:00,  2.95it/s]\nEpoch 0: |          | 12359/? [1:09:56<00:00,  2.95it/s]\nEpoch 0: |          | 12360/? [1:09:56<00:00,  2.95it/s]\nEpoch 0: |          | 12360/? [1:09:56<00:00,  2.95it/s]\nEpoch 0: |          | 12361/? [1:09:57<00:00,  2.95it/s]\nEpoch 0: |          | 12361/? [1:09:57<00:00,  2.95it/s]\nEpoch 0: |          | 12362/? [1:09:57<00:00,  2.95it/s]\nEpoch 0: |          | 12362/? [1:09:57<00:00,  2.95it/s]\nEpoch 0: |          | 12363/? [1:09:57<00:00,  2.95it/s]\nEpoch 0: |          | 12363/? [1:09:57<00:00,  2.95it/s]\nEpoch 0: |          | 12364/? [1:09:57<00:00,  2.95it/s]\nEpoch 0: |          | 12364/? [1:09:57<00:00,  2.95it/s]\nEpoch 0: |          | 12365/? [1:09:58<00:00,  2.95it/s]\nEpoch 0: |          | 12365/? [1:09:58<00:00,  2.95it/s]\nEpoch 0: |          | 12366/? [1:09:58<00:00,  2.95it/s]\nEpoch 0: |          | 12366/? [1:09:58<00:00,  2.95it/s]\nEpoch 0: |          | 12367/? [1:09:58<00:00,  2.95it/s]\nEpoch 0: |          | 12367/? [1:09:58<00:00,  2.95it/s]\nEpoch 0: |          | 12368/? [1:09:59<00:00,  2.95it/s]\nEpoch 0: |          | 12368/? [1:09:59<00:00,  2.95it/s]\nEpoch 0: |          | 12369/? [1:09:59<00:00,  2.95it/s]\nEpoch 0: |          | 12369/? [1:09:59<00:00,  2.95it/s]\nEpoch 0: |          | 12370/? [1:09:59<00:00,  2.95it/s]\nEpoch 0: |          | 12370/? [1:09:59<00:00,  2.95it/s]\nEpoch 0: |          | 12371/? [1:10:00<00:00,  2.95it/s]\nEpoch 0: |          | 12371/? [1:10:00<00:00,  2.95it/s]\nEpoch 0: |          | 12372/? [1:10:00<00:00,  2.95it/s]\nEpoch 0: |          | 12372/? [1:10:00<00:00,  2.95it/s]\nEpoch 0: |          | 12373/? [1:10:00<00:00,  2.95it/s]\nEpoch 0: |          | 12373/? [1:10:00<00:00,  2.95it/s]\nEpoch 0: |          | 12374/? [1:10:01<00:00,  2.95it/s]\nEpoch 0: |          | 12374/? [1:10:01<00:00,  2.95it/s]\nEpoch 0: |          | 12375/? [1:10:01<00:00,  2.95it/s]\nEpoch 0: |          | 12375/? [1:10:01<00:00,  2.95it/s]\nEpoch 0: |          | 12376/? [1:10:01<00:00,  2.95it/s]\nEpoch 0: |          | 12376/? [1:10:01<00:00,  2.95it/s]\nEpoch 0: |          | 12377/? [1:10:02<00:00,  2.95it/s]\nEpoch 0: |          | 12377/? [1:10:02<00:00,  2.95it/s]\nEpoch 0: |          | 12378/? [1:10:02<00:00,  2.95it/s]\nEpoch 0: |          | 12378/? [1:10:02<00:00,  2.95it/s]\nEpoch 0: |          | 12379/? [1:10:02<00:00,  2.95it/s]\nEpoch 0: |          | 12379/? [1:10:02<00:00,  2.95it/s]\nEpoch 0: |          | 12380/? [1:10:03<00:00,  2.95it/s]\nEpoch 0: |          | 12380/? [1:10:03<00:00,  2.95it/s]\nEpoch 0: |          | 12381/? [1:10:03<00:00,  2.95it/s]\nEpoch 0: |          | 12381/? [1:10:03<00:00,  2.95it/s]\nEpoch 0: |          | 12382/? [1:10:03<00:00,  2.95it/s]\nEpoch 0: |          | 12382/? [1:10:03<00:00,  2.95it/s]\nEpoch 0: |          | 12383/? [1:10:03<00:00,  2.95it/s]\nEpoch 0: |          | 12383/? [1:10:03<00:00,  2.95it/s]\nEpoch 0: |          | 12384/? [1:10:04<00:00,  2.95it/s]\nEpoch 0: |          | 12384/? [1:10:04<00:00,  2.95it/s]\nEpoch 0: |          | 12385/? [1:10:04<00:00,  2.95it/s]\nEpoch 0: |          | 12385/? [1:10:04<00:00,  2.95it/s]\nEpoch 0: |          | 12386/? [1:10:04<00:00,  2.95it/s]\nEpoch 0: |          | 12386/? [1:10:04<00:00,  2.95it/s]\nEpoch 0: |          | 12387/? [1:10:05<00:00,  2.95it/s]\nEpoch 0: |          | 12387/? [1:10:05<00:00,  2.95it/s]\nEpoch 0: |          | 12388/? [1:10:05<00:00,  2.95it/s]\nEpoch 0: |          | 12388/? [1:10:05<00:00,  2.95it/s]\nEpoch 0: |          | 12389/? [1:10:05<00:00,  2.95it/s]\nEpoch 0: |          | 12389/? [1:10:05<00:00,  2.95it/s]\nEpoch 0: |          | 12390/? [1:10:06<00:00,  2.95it/s]\nEpoch 0: |          | 12390/? [1:10:06<00:00,  2.95it/s]\nEpoch 0: |          | 12391/? [1:10:06<00:00,  2.95it/s]\nEpoch 0: |          | 12391/? [1:10:06<00:00,  2.95it/s]\nEpoch 0: |          | 12392/? [1:10:06<00:00,  2.95it/s]\nEpoch 0: |          | 12392/? [1:10:06<00:00,  2.95it/s]\nEpoch 0: |          | 12393/? [1:10:07<00:00,  2.95it/s]\nEpoch 0: |          | 12393/? [1:10:07<00:00,  2.95it/s]\nEpoch 0: |          | 12394/? [1:10:07<00:00,  2.95it/s]\nEpoch 0: |          | 12394/? [1:10:07<00:00,  2.95it/s]\nEpoch 0: |          | 12395/? [1:10:07<00:00,  2.95it/s]\nEpoch 0: |          | 12395/? [1:10:07<00:00,  2.95it/s]\nEpoch 0: |          | 12396/? [1:10:08<00:00,  2.95it/s]\nEpoch 0: |          | 12396/? [1:10:08<00:00,  2.95it/s]\nEpoch 0: |          | 12397/? [1:10:08<00:00,  2.95it/s]\nEpoch 0: |          | 12397/? [1:10:08<00:00,  2.95it/s]\nEpoch 0: |          | 12398/? [1:10:08<00:00,  2.95it/s]\nEpoch 0: |          | 12398/? [1:10:08<00:00,  2.95it/s]\nEpoch 0: |          | 12399/? [1:10:09<00:00,  2.95it/s]\nEpoch 0: |          | 12399/? [1:10:09<00:00,  2.95it/s]\nEpoch 0: |          | 12400/? [1:10:09<00:00,  2.95it/s]\nEpoch 0: |          | 12400/? [1:10:09<00:00,  2.95it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.35it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 16.24it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.77it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 16.07it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 12400/? [1:10:09<00:00,  2.95it/s]\nEpoch 0: |          | 12401/? [1:10:10<00:00,  2.95it/s]\nEpoch 0: |          | 12401/? [1:10:10<00:00,  2.95it/s]\nEpoch 0: |          | 12402/? [1:10:10<00:00,  2.95it/s]\nEpoch 0: |          | 12402/? [1:10:10<00:00,  2.95it/s]\nEpoch 0: |          | 12403/? [1:10:10<00:00,  2.95it/s]\nEpoch 0: |          | 12403/? [1:10:10<00:00,  2.95it/s]\nEpoch 0: |          | 12404/? [1:10:11<00:00,  2.95it/s]\nEpoch 0: |          | 12404/? [1:10:11<00:00,  2.95it/s]\nEpoch 0: |          | 12405/? [1:10:11<00:00,  2.95it/s]\nEpoch 0: |          | 12405/? [1:10:11<00:00,  2.95it/s]\nEpoch 0: |          | 12406/? [1:10:11<00:00,  2.95it/s]\nEpoch 0: |          | 12406/? [1:10:11<00:00,  2.95it/s]\nEpoch 0: |          | 12407/? [1:10:11<00:00,  2.95it/s]\nEpoch 0: |          | 12407/? [1:10:11<00:00,  2.95it/s]\nEpoch 0: |          | 12408/? [1:10:12<00:00,  2.95it/s]\nEpoch 0: |          | 12408/? [1:10:12<00:00,  2.95it/s]\nEpoch 0: |          | 12409/? [1:10:12<00:00,  2.95it/s]\nEpoch 0: |          | 12409/? [1:10:12<00:00,  2.95it/s]\nEpoch 0: |          | 12410/? [1:10:12<00:00,  2.95it/s]\nEpoch 0: |          | 12410/? [1:10:12<00:00,  2.95it/s]\nEpoch 0: |          | 12411/? [1:10:13<00:00,  2.95it/s]\nEpoch 0: |          | 12411/? [1:10:13<00:00,  2.95it/s]\nEpoch 0: |          | 12412/? [1:10:13<00:00,  2.95it/s]\nEpoch 0: |          | 12412/? [1:10:13<00:00,  2.95it/s]\nEpoch 0: |          | 12413/? [1:10:13<00:00,  2.95it/s]\nEpoch 0: |          | 12413/? [1:10:13<00:00,  2.95it/s]\nEpoch 0: |          | 12414/? [1:10:14<00:00,  2.95it/s]\nEpoch 0: |          | 12414/? [1:10:14<00:00,  2.95it/s]\nEpoch 0: |          | 12415/? [1:10:14<00:00,  2.95it/s]\nEpoch 0: |          | 12415/? [1:10:14<00:00,  2.95it/s]\nEpoch 0: |          | 12416/? [1:10:14<00:00,  2.95it/s]\nEpoch 0: |          | 12416/? [1:10:14<00:00,  2.95it/s]\nEpoch 0: |          | 12417/? [1:10:15<00:00,  2.95it/s]\nEpoch 0: |          | 12417/? [1:10:15<00:00,  2.95it/s]\nEpoch 0: |          | 12418/? [1:10:15<00:00,  2.95it/s]\nEpoch 0: |          | 12418/? [1:10:15<00:00,  2.95it/s]\nEpoch 0: |          | 12419/? [1:10:15<00:00,  2.95it/s]\nEpoch 0: |          | 12419/? [1:10:15<00:00,  2.95it/s]\nEpoch 0: |          | 12420/? [1:10:16<00:00,  2.95it/s]\nEpoch 0: |          | 12420/? [1:10:16<00:00,  2.95it/s]\nEpoch 0: |          | 12421/? [1:10:16<00:00,  2.95it/s]\nEpoch 0: |          | 12421/? [1:10:16<00:00,  2.95it/s]\nEpoch 0: |          | 12422/? [1:10:16<00:00,  2.95it/s]\nEpoch 0: |          | 12422/? [1:10:16<00:00,  2.95it/s]\nEpoch 0: |          | 12423/? [1:10:16<00:00,  2.95it/s]\nEpoch 0: |          | 12423/? [1:10:16<00:00,  2.95it/s]\nEpoch 0: |          | 12424/? [1:10:17<00:00,  2.95it/s]\nEpoch 0: |          | 12424/? [1:10:17<00:00,  2.95it/s]\nEpoch 0: |          | 12425/? [1:10:17<00:00,  2.95it/s]\nEpoch 0: |          | 12425/? [1:10:17<00:00,  2.95it/s]\nEpoch 0: |          | 12426/? [1:10:17<00:00,  2.95it/s]\nEpoch 0: |          | 12426/? [1:10:17<00:00,  2.95it/s]\nEpoch 0: |          | 12427/? [1:10:18<00:00,  2.95it/s]\nEpoch 0: |          | 12427/? [1:10:18<00:00,  2.95it/s]\nEpoch 0: |          | 12428/? [1:10:18<00:00,  2.95it/s]\nEpoch 0: |          | 12428/? [1:10:18<00:00,  2.95it/s]\nEpoch 0: |          | 12429/? [1:10:18<00:00,  2.95it/s]\nEpoch 0: |          | 12429/? [1:10:18<00:00,  2.95it/s]\nEpoch 0: |          | 12430/? [1:10:19<00:00,  2.95it/s]\nEpoch 0: |          | 12430/? [1:10:19<00:00,  2.95it/s]\nEpoch 0: |          | 12431/? [1:10:19<00:00,  2.95it/s]\nEpoch 0: |          | 12431/? [1:10:19<00:00,  2.95it/s]\nEpoch 0: |          | 12432/? [1:10:19<00:00,  2.95it/s]\nEpoch 0: |          | 12432/? [1:10:19<00:00,  2.95it/s]\nEpoch 0: |          | 12433/? [1:10:20<00:00,  2.95it/s]\nEpoch 0: |          | 12433/? [1:10:20<00:00,  2.95it/s]\nEpoch 0: |          | 12434/? [1:10:20<00:00,  2.95it/s]\nEpoch 0: |          | 12434/? [1:10:20<00:00,  2.95it/s]\nEpoch 0: |          | 12435/? [1:10:20<00:00,  2.95it/s]\nEpoch 0: |          | 12435/? [1:10:20<00:00,  2.95it/s]\nEpoch 0: |          | 12436/? [1:10:21<00:00,  2.95it/s]\nEpoch 0: |          | 12436/? [1:10:21<00:00,  2.95it/s]\nEpoch 0: |          | 12437/? [1:10:21<00:00,  2.95it/s]\nEpoch 0: |          | 12437/? [1:10:21<00:00,  2.95it/s]\nEpoch 0: |          | 12438/? [1:10:21<00:00,  2.95it/s]\nEpoch 0: |          | 12438/? [1:10:21<00:00,  2.95it/s]\nEpoch 0: |          | 12439/? [1:10:22<00:00,  2.95it/s]\nEpoch 0: |          | 12439/? [1:10:22<00:00,  2.95it/s]\nEpoch 0: |          | 12440/? [1:10:22<00:00,  2.95it/s]\nEpoch 0: |          | 12440/? [1:10:22<00:00,  2.95it/s]\nEpoch 0: |          | 12441/? [1:10:22<00:00,  2.95it/s]\nEpoch 0: |          | 12441/? [1:10:22<00:00,  2.95it/s]\nEpoch 0: |          | 12442/? [1:10:22<00:00,  2.95it/s]\nEpoch 0: |          | 12442/? [1:10:22<00:00,  2.95it/s]\nEpoch 0: |          | 12443/? [1:10:23<00:00,  2.95it/s]\nEpoch 0: |          | 12443/? [1:10:23<00:00,  2.95it/s]\nEpoch 0: |          | 12444/? [1:10:23<00:00,  2.95it/s]\nEpoch 0: |          | 12444/? [1:10:23<00:00,  2.95it/s]\nEpoch 0: |          | 12445/? [1:10:23<00:00,  2.95it/s]\nEpoch 0: |          | 12445/? [1:10:23<00:00,  2.95it/s]\nEpoch 0: |          | 12446/? [1:10:24<00:00,  2.95it/s]\nEpoch 0: |          | 12446/? [1:10:24<00:00,  2.95it/s]\nEpoch 0: |          | 12447/? [1:10:24<00:00,  2.95it/s]\nEpoch 0: |          | 12447/? [1:10:24<00:00,  2.95it/s]\nEpoch 0: |          | 12448/? [1:10:24<00:00,  2.95it/s]\nEpoch 0: |          | 12448/? [1:10:24<00:00,  2.95it/s]\nEpoch 0: |          | 12449/? [1:10:25<00:00,  2.95it/s]\nEpoch 0: |          | 12449/? [1:10:25<00:00,  2.95it/s]\nEpoch 0: |          | 12450/? [1:10:25<00:00,  2.95it/s]\nEpoch 0: |          | 12450/? [1:10:25<00:00,  2.95it/s]\nEpoch 0: |          | 12451/? [1:10:25<00:00,  2.95it/s]\nEpoch 0: |          | 12451/? [1:10:25<00:00,  2.95it/s]\nEpoch 0: |          | 12452/? [1:10:26<00:00,  2.95it/s]\nEpoch 0: |          | 12452/? [1:10:26<00:00,  2.95it/s]\nEpoch 0: |          | 12453/? [1:10:26<00:00,  2.95it/s]\nEpoch 0: |          | 12453/? [1:10:26<00:00,  2.95it/s]\nEpoch 0: |          | 12454/? [1:10:26<00:00,  2.95it/s]\nEpoch 0: |          | 12454/? [1:10:26<00:00,  2.95it/s]\nEpoch 0: |          | 12455/? [1:10:26<00:00,  2.95it/s]\nEpoch 0: |          | 12455/? [1:10:26<00:00,  2.95it/s]\nEpoch 0: |          | 12456/? [1:10:27<00:00,  2.95it/s]\nEpoch 0: |          | 12456/? [1:10:27<00:00,  2.95it/s]\nEpoch 0: |          | 12457/? [1:10:27<00:00,  2.95it/s]\nEpoch 0: |          | 12457/? [1:10:27<00:00,  2.95it/s]\nEpoch 0: |          | 12458/? [1:10:27<00:00,  2.95it/s]\nEpoch 0: |          | 12458/? [1:10:27<00:00,  2.95it/s]\nEpoch 0: |          | 12459/? [1:10:28<00:00,  2.95it/s]\nEpoch 0: |          | 12459/? [1:10:28<00:00,  2.95it/s]\nEpoch 0: |          | 12460/? [1:10:28<00:00,  2.95it/s]\nEpoch 0: |          | 12460/? [1:10:28<00:00,  2.95it/s]\nEpoch 0: |          | 12461/? [1:10:28<00:00,  2.95it/s]\nEpoch 0: |          | 12461/? [1:10:28<00:00,  2.95it/s]\nEpoch 0: |          | 12462/? [1:10:29<00:00,  2.95it/s]\nEpoch 0: |          | 12462/? [1:10:29<00:00,  2.95it/s]\nEpoch 0: |          | 12463/? [1:10:29<00:00,  2.95it/s]\nEpoch 0: |          | 12463/? [1:10:29<00:00,  2.95it/s]\nEpoch 0: |          | 12464/? [1:10:29<00:00,  2.95it/s]\nEpoch 0: |          | 12464/? [1:10:29<00:00,  2.95it/s]\nEpoch 0: |          | 12465/? [1:10:30<00:00,  2.95it/s]\nEpoch 0: |          | 12465/? [1:10:30<00:00,  2.95it/s]\nEpoch 0: |          | 12466/? [1:10:30<00:00,  2.95it/s]\nEpoch 0: |          | 12466/? [1:10:30<00:00,  2.95it/s]\nEpoch 0: |          | 12467/? [1:10:30<00:00,  2.95it/s]\nEpoch 0: |          | 12467/? [1:10:30<00:00,  2.95it/s]\nEpoch 0: |          | 12468/? [1:10:31<00:00,  2.95it/s]\nEpoch 0: |          | 12468/? [1:10:31<00:00,  2.95it/s]\nEpoch 0: |          | 12469/? [1:10:31<00:00,  2.95it/s]\nEpoch 0: |          | 12469/? [1:10:31<00:00,  2.95it/s]\nEpoch 0: |          | 12470/? [1:10:31<00:00,  2.95it/s]\nEpoch 0: |          | 12470/? [1:10:31<00:00,  2.95it/s]\nEpoch 0: |          | 12471/? [1:10:32<00:00,  2.95it/s]\nEpoch 0: |          | 12471/? [1:10:32<00:00,  2.95it/s]\nEpoch 0: |          | 12472/? [1:10:32<00:00,  2.95it/s]\nEpoch 0: |          | 12472/? [1:10:32<00:00,  2.95it/s]\nEpoch 0: |          | 12473/? [1:10:32<00:00,  2.95it/s]\nEpoch 0: |          | 12473/? [1:10:32<00:00,  2.95it/s]\nEpoch 0: |          | 12474/? [1:10:32<00:00,  2.95it/s]\nEpoch 0: |          | 12474/? [1:10:32<00:00,  2.95it/s]\nEpoch 0: |          | 12475/? [1:10:33<00:00,  2.95it/s]\nEpoch 0: |          | 12475/? [1:10:33<00:00,  2.95it/s]\nEpoch 0: |          | 12476/? [1:10:33<00:00,  2.95it/s]\nEpoch 0: |          | 12476/? [1:10:33<00:00,  2.95it/s]\nEpoch 0: |          | 12477/? [1:10:33<00:00,  2.95it/s]\nEpoch 0: |          | 12477/? [1:10:33<00:00,  2.95it/s]\nEpoch 0: |          | 12478/? [1:10:34<00:00,  2.95it/s]\nEpoch 0: |          | 12478/? [1:10:34<00:00,  2.95it/s]\nEpoch 0: |          | 12479/? [1:10:34<00:00,  2.95it/s]\nEpoch 0: |          | 12479/? [1:10:34<00:00,  2.95it/s]\nEpoch 0: |          | 12480/? [1:10:34<00:00,  2.95it/s]\nEpoch 0: |          | 12480/? [1:10:34<00:00,  2.95it/s]\nEpoch 0: |          | 12481/? [1:10:35<00:00,  2.95it/s]\nEpoch 0: |          | 12481/? [1:10:35<00:00,  2.95it/s]\nEpoch 0: |          | 12482/? [1:10:35<00:00,  2.95it/s]\nEpoch 0: |          | 12482/? [1:10:35<00:00,  2.95it/s]\nEpoch 0: |          | 12483/? [1:10:35<00:00,  2.95it/s]\nEpoch 0: |          | 12483/? [1:10:35<00:00,  2.95it/s]\nEpoch 0: |          | 12484/? [1:10:35<00:00,  2.95it/s]\nEpoch 0: |          | 12484/? [1:10:35<00:00,  2.95it/s]\nEpoch 0: |          | 12485/? [1:10:36<00:00,  2.95it/s]\nEpoch 0: |          | 12485/? [1:10:36<00:00,  2.95it/s]\nEpoch 0: |          | 12486/? [1:10:36<00:00,  2.95it/s]\nEpoch 0: |          | 12486/? [1:10:36<00:00,  2.95it/s]\nEpoch 0: |          | 12487/? [1:10:36<00:00,  2.95it/s]\nEpoch 0: |          | 12487/? [1:10:36<00:00,  2.95it/s]\nEpoch 0: |          | 12488/? [1:10:37<00:00,  2.95it/s]\nEpoch 0: |          | 12488/? [1:10:37<00:00,  2.95it/s]\nEpoch 0: |          | 12489/? [1:10:37<00:00,  2.95it/s]\nEpoch 0: |          | 12489/? [1:10:37<00:00,  2.95it/s]\nEpoch 0: |          | 12490/? [1:10:37<00:00,  2.95it/s]\nEpoch 0: |          | 12490/? [1:10:37<00:00,  2.95it/s]\nEpoch 0: |          | 12491/? [1:10:38<00:00,  2.95it/s]\nEpoch 0: |          | 12491/? [1:10:38<00:00,  2.95it/s]\nEpoch 0: |          | 12492/? [1:10:38<00:00,  2.95it/s]\nEpoch 0: |          | 12492/? [1:10:38<00:00,  2.95it/s]\nEpoch 0: |          | 12493/? [1:10:38<00:00,  2.95it/s]\nEpoch 0: |          | 12493/? [1:10:38<00:00,  2.95it/s]\nEpoch 0: |          | 12494/? [1:10:39<00:00,  2.95it/s]\nEpoch 0: |          | 12494/? [1:10:39<00:00,  2.95it/s]\nEpoch 0: |          | 12495/? [1:10:39<00:00,  2.95it/s]\nEpoch 0: |          | 12495/? [1:10:39<00:00,  2.95it/s]\nEpoch 0: |          | 12496/? [1:10:39<00:00,  2.95it/s]\nEpoch 0: |          | 12496/? [1:10:39<00:00,  2.95it/s]\nEpoch 0: |          | 12497/? [1:10:40<00:00,  2.95it/s]\nEpoch 0: |          | 12497/? [1:10:40<00:00,  2.95it/s]\nEpoch 0: |          | 12498/? [1:10:40<00:00,  2.95it/s]\nEpoch 0: |          | 12498/? [1:10:40<00:00,  2.95it/s]\nEpoch 0: |          | 12499/? [1:10:40<00:00,  2.95it/s]\nEpoch 0: |          | 12499/? [1:10:40<00:00,  2.95it/s]\nEpoch 0: |          | 12500/? [1:10:41<00:00,  2.95it/s]\nEpoch 0: |          | 12500/? [1:10:41<00:00,  2.95it/s]\n`Trainer.fit` stopped: `max_steps=12500` reached.\nEpoch 0: |          | 12500/? [1:10:41<00:00,  2.95it/s]\nEpoch 0: |          | 12500/? [1:10:41<00:00,  2.95it/s]\nLOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'test_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.\nTesting: |          | 0/? 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/tmp/outputs/imagedream-sd21-no-shading/Dragon_armor,_3D_asset@20240112-111107/save\nLoading Multiview Diffusion ...\nInitializing Latent Diffusion Interface\ntime steps:  1000\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nmaking attention of type 'vanilla-xformers' with 512 in_channels\nbuilding MemoryEfficientAttnBlock with 512 in_channels...\nWorking with z of shape (1, 4, 32, 32) = 4096 dimensions.\nmaking attention of type 'vanilla-xformers' with 512 in_channels\nbuilding MemoryEfficientAttnBlock with 512 in_channels...\nLoaded Multiview Diffusion!\nUsing prompt [Dragon armor, 3D asset] and negative prompt [ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions]\nUsing view-dependent prompts [side]:[Dragon armor, 3D asset, side view] [front]:[Dragon armor, 3D asset, front view] [back]:[Dragon armor, 3D asset, back view] [overhead]:[Dragon armor, 3D asset, overhead view]\nUsing 16bit Automatic Mixed Precision (AMP)\nGPU available: True (cuda), used: True\nTPU available: False, using: 0 TPU cores\nIPU available: False, using: 0 IPUs\nHPU available: False, using: 0 HPUs\nMissing logger folder: /src/lightning_logs\nRestoring states from the checkpoint path at /tmp/outputs/imagedream-sd21-no-shading/Dragon_armor,_3D_asset@20240112-111107/ckpts/last.ckpt\nLOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]\nLoaded model weights from the checkpoint at /tmp/outputs/imagedream-sd21-no-shading/Dragon_armor,_3D_asset@20240112-111107/ckpts/last.ckpt\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'predict_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.\nPredicting: |          | 0/? 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  "metrics": {
    "predict_time": 4520.607719,
    "total_time": 4750.010219
  },
  "output": "https://replicate.delivery/pbxt/f2O7hdgsxWR2Vy2niISF4GfNePVn1K0ieKPPJk0ClVupewdRC/mesh.glb",
  "started_at": "2024-01-12T11:10:58.464059Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/nxcnqwlb7kt6niqioqfw6c7gcu",
    "cancel": "https://api.replicate.com/v1/predictions/nxcnqwlb7kt6niqioqfw6c7gcu/cancel"
  },
  "version": "c94d52fa6963f1963d3c6856477599a4ae6f41b61b7ab6a2589c2af2c382e5fd"
}

Generated in

75 minutes 21 seconds

Tweak it Share Report

Seed set to 1810508264
[INFO] background removal...
Downloading data from 'https://github.com/danielgatis/rembg/releases/download/v0.0.0/u2net.onnx' to file '/root/.u2net/u2net.onnx'.
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2024-01-12 11:11:02.140074904 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 700, index: 0, mask: {48, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.140080664 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 701, index: 1, mask: {1, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.140154194 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 704, index: 4, mask: {50, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.140176304 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 705, index: 5, mask: {3, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.140214164 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 706, index: 6, mask: {51, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.140377133 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 710, index: 10, mask: {53, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.140432453 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 708, index: 8, mask: {52, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.140447073 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 709, index: 9, mask: {5, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.140449453 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 702, index: 2, mask: {49, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.140416513 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 707, index: 7, mask: {4, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.162300582 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 703, index: 3, mask: {2, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.142887078 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 711, index: 11, mask: {6, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.166927422 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 712, index: 12, mask: {54, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.187073375 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 713, index: 13, mask: {7, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.187121475 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 714, index: 14, mask: {55, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.187167344 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 715, index: 15, mask: {8, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.187251004 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 716, index: 16, mask: {56, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.187284354 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 717, index: 17, mask: {9, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.187331934 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 718, index: 18, mask: {57, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.187357844 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 719, index: 19, mask: {10, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.189328779 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 741, index: 41, mask: {21, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.189365029 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 728, index: 28, mask: {62, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.194999366 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 732, index: 32, mask: {64, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.198896007 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 768, index: 68, mask: {82, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.195025066 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 727, index: 27, mask: {14, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.195030446 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 724, index: 24, mask: {60, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.195046796 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 743, index: 43, mask: {22, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.195053926 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 747, index: 47, mask: {24, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.195125136 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 722, index: 22, mask: {59, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.198887877 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 769, index: 69, mask: {35, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.198887487 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 766, index: 66, mask: {81, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.195058956 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 730, index: 30, mask: {63, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.195053956 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 744, index: 44, mask: {70, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.195043396 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 731, index: 31, mask: {16, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.195047016 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 729, index: 29, mask: {15, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.195085186 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 725, index: 25, mask: {13, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.195134266 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 735, index: 35, mask: {18, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.195144326 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 737, index: 37, mask: {19, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.195152916 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 738, index: 38, mask: {67, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.195091226 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 720, index: 20, mask: {58, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.195008516 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 770, index: 70, mask: {83, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.195097456 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 736, index: 36, mask: {66, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.195103536 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 767, index: 67, mask: {34, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.195115246 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 742, index: 42, mask: {69, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.238924953 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 745, index: 45, mask: {23, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.238939893 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 748, index: 48, mask: {72, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.246917505 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 749, index: 49, mask: {25, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.262899667 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 752, index: 52, mask: {74, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.266666349 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 734, index: 34, mask: {65, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.271079508 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 755, index: 55, mask: {28, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.271087288 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 756, index: 56, mask: {76, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.271423278 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 758, index: 58, mask: {77, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.206892098 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 786, index: 86, mask: {91, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.206900918 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 788, index: 88, mask: {92, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.206951888 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 783, index: 83, mask: {42, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.266661199 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 750, index: 50, mask: {73, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.276819045 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 760, index: 60, mask: {78, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.206944248 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 781, index: 81, mask: {41, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.206958528 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 785, index: 85, mask: {43, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.276884025 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 740, index: 40, mask: {68, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.202886918 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 794, index: 94, mask: {95, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.206965038 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 787, index: 87, mask: {44, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.271052658 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 721, index: 21, mask: {11, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.276797585 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 757, index: 57, mask: {29, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.206970878 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 789, index: 89, mask: {45, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.206977428 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 791, index: 91, mask: {46, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.206914928 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 792, index: 92, mask: {94, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.206985908 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 793, index: 93, mask: {47, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.271027828 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 751, index: 51, mask: {26, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.271005418 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 753, index: 53, mask: {27, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.206907358 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 790, index: 90, mask: {93, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.276864735 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 765, index: 65, mask: {33, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.276766055 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 759, index: 59, mask: {30, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.271072588 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 754, index: 54, mask: {75, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.315003056 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 784, index: 84, mask: {90, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.315005726 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 739, index: 39, mask: {20, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.342892121 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 733, index: 33, mask: {17, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.342918081 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 762, index: 62, mask: {79, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.358907524 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 763, index: 63, mask: {32, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.358922114 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 764, index: 64, mask: {80, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.342905201 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 746, index: 46, mask: {71, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.358892964 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 761, index: 61, mask: {31, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.377845349 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 726, index: 26, mask: {61, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.377872009 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 723, index: 23, mask: {12, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 11:11:02.377875489 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 782, index: 82, mask: {89, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
Loading Multiview Diffusion ...
Initializing Latent Diffusion Interface
time steps:  1000
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
making attention of type 'vanilla-xformers' with 512 in_channels
building MemoryEfficientAttnBlock with 512 in_channels...
Working with z of shape (1, 4, 32, 32) = 4096 dimensions.
making attention of type 'vanilla-xformers' with 512 in_channels
building MemoryEfficientAttnBlock with 512 in_channels...
Loaded Multiview Diffusion!
Using prompt [Dragon armor, 3D asset] and negative prompt [ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions]
Using view-dependent prompts [side]:[Dragon armor, 3D asset, side view] [front]:[Dragon armor, 3D asset, front view] [back]:[Dragon armor, 3D asset, back view] [overhead]:[Dragon armor, 3D asset, overhead view]
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_5m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_5m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.
return register_model(fn_wrapper)
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_11m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_11m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.
return register_model(fn_wrapper)
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.
return register_model(fn_wrapper)
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_384 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected.
return register_model(fn_wrapper)
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_512 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected.
return register_model(fn_wrapper)
Using 16bit Automatic Mixed Precision (AMP)
GPU available: True (cuda), used: True
TPU available: False, using: 0 TPU cores
IPU available: False, using: 0 IPUs
HPU available: False, using: 0 HPUs
You are using a CUDA device ('NVIDIA A40') that has Tensor Cores. To properly utilize them, you should set `torch.set_float32_matmul_precision('medium' | 'high')` which will trade-off precision for performance. For more details, read https://pytorch.org/docs/stable/generated/torch.set_float32_matmul_precision.html#torch.set_float32_matmul_precision
LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]
| Name       | Type                           | Params
--------------------------------------------------------------
0 | geometry   | ImplicitVolume                 | 12.6 M
1 | material   | NoMaterial                     | 0
2 | background | NeuralEnvironmentMapBackground | 448
3 | renderer   | NeRFVolumeRenderer             | 0
4 | guidance   | MultiviewDiffusionGuidance     | 2.0 B
--------------------------------------------------------------
12.6 M    Trainable params
2.0 B     Non-trainable params
2.0 B     Total params
8,096.164 Total estimated model params size (MB)
Validation results will be saved to /tmp/outputs/imagedream-sd21-no-shading/Dragon_armor,_3D_asset@20240112-111107/save
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'train_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'val_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.
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Epoch 0: |          | 181/? [01:18<00:00,  2.31it/s]
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Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  3.73it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  3.72it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  3.71it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  3.72it/s]

Epoch 0: |          | 200/? [01:27<00:00,  2.28it/s]
Epoch 0: |          | 201/? [01:28<00:00,  2.27it/s]
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Epoch 0: |          | 400/? [02:58<00:00,  2.24it/s]
Epoch 0: |          | 400/? [02:58<00:00,  2.24it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  3.15it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  3.17it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  3.15it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  3.16it/s]

Epoch 0: |          | 400/? [02:59<00:00,  2.22it/s]
Epoch 0: |          | 401/? [03:00<00:00,  2.22it/s]
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Epoch 0: |          | 459/? [03:27<00:00,  2.22it/s]
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Epoch 0: |          | 488/? [03:40<00:00,  2.22it/s]
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Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  3.05it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  3.00it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  3.01it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  3.03it/s]

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Epoch 0: |          | 800/? [06:00<00:00,  2.22it/s]
Epoch 0: |          | 800/? [06:00<00:00,  2.22it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  3.31it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  3.32it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  3.30it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  3.32it/s]

Epoch 0: |          | 800/? [06:02<00:00,  2.21it/s]
Epoch 0: |          | 801/? [06:02<00:00,  2.21it/s]
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Epoch 0: |          | 982/? [07:18<00:00,  2.24it/s]
Epoch 0: |          | 982/? [07:18<00:00,  2.24it/s]
Epoch 0: |          | 983/? [07:19<00:00,  2.24it/s]
Epoch 0: |          | 983/? [07:19<00:00,  2.24it/s]
Epoch 0: |          | 984/? [07:19<00:00,  2.24it/s]
Epoch 0: |          | 984/? [07:19<00:00,  2.24it/s]
Epoch 0: |          | 985/? [07:20<00:00,  2.24it/s]
Epoch 0: |          | 985/? [07:20<00:00,  2.24it/s]
Epoch 0: |          | 986/? [07:20<00:00,  2.24it/s]
Epoch 0: |          | 986/? [07:20<00:00,  2.24it/s]
Epoch 0: |          | 987/? [07:21<00:00,  2.24it/s]
Epoch 0: |          | 987/? [07:21<00:00,  2.24it/s]
Epoch 0: |          | 988/? [07:21<00:00,  2.24it/s]
Epoch 0: |          | 988/? [07:21<00:00,  2.24it/s]
Epoch 0: |          | 989/? [07:21<00:00,  2.24it/s]
Epoch 0: |          | 989/? [07:21<00:00,  2.24it/s]
Epoch 0: |          | 990/? [07:22<00:00,  2.24it/s]
Epoch 0: |          | 990/? [07:22<00:00,  2.24it/s]
Epoch 0: |          | 991/? [07:22<00:00,  2.24it/s]
Epoch 0: |          | 991/? [07:22<00:00,  2.24it/s]
Epoch 0: |          | 992/? [07:23<00:00,  2.24it/s]
Epoch 0: |          | 992/? [07:23<00:00,  2.24it/s]
Epoch 0: |          | 993/? [07:23<00:00,  2.24it/s]
Epoch 0: |          | 993/? [07:23<00:00,  2.24it/s]
Epoch 0: |          | 994/? [07:23<00:00,  2.24it/s]
Epoch 0: |          | 994/? [07:23<00:00,  2.24it/s]
Epoch 0: |          | 995/? [07:24<00:00,  2.24it/s]
Epoch 0: |          | 995/? [07:24<00:00,  2.24it/s]
Epoch 0: |          | 996/? [07:24<00:00,  2.24it/s]
Epoch 0: |          | 996/? [07:24<00:00,  2.24it/s]
Epoch 0: |          | 997/? [07:25<00:00,  2.24it/s]
Epoch 0: |          | 997/? [07:25<00:00,  2.24it/s]
Epoch 0: |          | 998/? [07:25<00:00,  2.24it/s]
Epoch 0: |          | 998/? [07:25<00:00,  2.24it/s]
Epoch 0: |          | 999/? [07:25<00:00,  2.24it/s]
Epoch 0: |          | 999/? [07:25<00:00,  2.24it/s]
Epoch 0: |          | 1000/? [07:26<00:00,  2.24it/s]
Epoch 0: |          | 1000/? [07:26<00:00,  2.24it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  4.12it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  4.14it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  4.11it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  4.14it/s]

Epoch 0: |          | 1000/? [07:27<00:00,  2.24it/s]
Epoch 0: |          | 1001/? [07:27<00:00,  2.24it/s]
Epoch 0: |          | 1001/? [07:27<00:00,  2.24it/s]
Epoch 0: |          | 1002/? [07:28<00:00,  2.24it/s]
Epoch 0: |          | 1002/? [07:28<00:00,  2.24it/s]
Epoch 0: |          | 1003/? [07:28<00:00,  2.24it/s]
Epoch 0: |          | 1003/? [07:28<00:00,  2.24it/s]
Epoch 0: |          | 1004/? [07:29<00:00,  2.24it/s]
Epoch 0: |          | 1004/? [07:29<00:00,  2.24it/s]
Epoch 0: |          | 1005/? [07:29<00:00,  2.24it/s]
Epoch 0: |          | 1005/? [07:29<00:00,  2.24it/s]
Epoch 0: |          | 1006/? [07:29<00:00,  2.24it/s]
Epoch 0: |          | 1006/? [07:29<00:00,  2.24it/s]
Epoch 0: |          | 1007/? [07:30<00:00,  2.24it/s]
Epoch 0: |          | 1007/? [07:30<00:00,  2.24it/s]
Epoch 0: |          | 1008/? [07:30<00:00,  2.24it/s]
Epoch 0: |          | 1008/? [07:30<00:00,  2.24it/s]
Epoch 0: |          | 1009/? [07:31<00:00,  2.24it/s]
Epoch 0: |          | 1009/? [07:31<00:00,  2.24it/s]
Epoch 0: |          | 1010/? [07:31<00:00,  2.24it/s]
Epoch 0: |          | 1010/? [07:31<00:00,  2.24it/s]
Epoch 0: |          | 1011/? [07:31<00:00,  2.24it/s]
Epoch 0: |          | 1011/? [07:31<00:00,  2.24it/s]
Epoch 0: |          | 1012/? [07:32<00:00,  2.24it/s]
Epoch 0: |          | 1012/? [07:32<00:00,  2.24it/s]
Epoch 0: |          | 1013/? [07:32<00:00,  2.24it/s]
Epoch 0: |          | 1013/? [07:32<00:00,  2.24it/s]
Epoch 0: |          | 1014/? [07:33<00:00,  2.24it/s]
Epoch 0: |          | 1014/? [07:33<00:00,  2.24it/s]
Epoch 0: |          | 1015/? [07:33<00:00,  2.24it/s]
Epoch 0: |          | 1015/? [07:33<00:00,  2.24it/s]
Epoch 0: |          | 1016/? [07:33<00:00,  2.24it/s]
Epoch 0: |          | 1016/? [07:33<00:00,  2.24it/s]
Epoch 0: |          | 1017/? [07:34<00:00,  2.24it/s]
Epoch 0: |          | 1017/? [07:34<00:00,  2.24it/s]
Epoch 0: |          | 1018/? [07:34<00:00,  2.24it/s]
Epoch 0: |          | 1018/? [07:34<00:00,  2.24it/s]
Epoch 0: |          | 1019/? [07:35<00:00,  2.24it/s]
Epoch 0: |          | 1019/? [07:35<00:00,  2.24it/s]
Epoch 0: |          | 1020/? [07:35<00:00,  2.24it/s]
Epoch 0: |          | 1020/? [07:35<00:00,  2.24it/s]
Epoch 0: |          | 1021/? [07:35<00:00,  2.24it/s]
Epoch 0: |          | 1021/? [07:35<00:00,  2.24it/s]
Epoch 0: |          | 1022/? [07:36<00:00,  2.24it/s]
Epoch 0: |          | 1022/? [07:36<00:00,  2.24it/s]
Epoch 0: |          | 1023/? [07:36<00:00,  2.24it/s]
Epoch 0: |          | 1023/? [07:36<00:00,  2.24it/s]
Epoch 0: |          | 1024/? [07:37<00:00,  2.24it/s]
Epoch 0: |          | 1024/? [07:37<00:00,  2.24it/s]
Epoch 0: |          | 1025/? [07:37<00:00,  2.24it/s]
Epoch 0: |          | 1025/? [07:37<00:00,  2.24it/s]
Epoch 0: |          | 1026/? [07:38<00:00,  2.24it/s]
Epoch 0: |          | 1026/? [07:38<00:00,  2.24it/s]
Epoch 0: |          | 1027/? [07:38<00:00,  2.24it/s]
Epoch 0: |          | 1027/? [07:38<00:00,  2.24it/s]
Epoch 0: |          | 1028/? [07:38<00:00,  2.24it/s]
Epoch 0: |          | 1028/? [07:38<00:00,  2.24it/s]
Epoch 0: |          | 1029/? [07:39<00:00,  2.24it/s]
Epoch 0: |          | 1029/? [07:39<00:00,  2.24it/s]
Epoch 0: |          | 1030/? [07:39<00:00,  2.24it/s]
Epoch 0: |          | 1030/? [07:39<00:00,  2.24it/s]
Epoch 0: |          | 1031/? [07:40<00:00,  2.24it/s]
Epoch 0: |          | 1031/? [07:40<00:00,  2.24it/s]
Epoch 0: |          | 1032/? [07:40<00:00,  2.24it/s]
Epoch 0: |          | 1032/? [07:40<00:00,  2.24it/s]
Epoch 0: |          | 1033/? [07:40<00:00,  2.24it/s]
Epoch 0: |          | 1033/? [07:40<00:00,  2.24it/s]
Epoch 0: |          | 1034/? [07:41<00:00,  2.24it/s]
Epoch 0: |          | 1034/? [07:41<00:00,  2.24it/s]
Epoch 0: |          | 1035/? [07:41<00:00,  2.24it/s]
Epoch 0: |          | 1035/? [07:41<00:00,  2.24it/s]
Epoch 0: |          | 1036/? [07:42<00:00,  2.24it/s]
Epoch 0: |          | 1036/? [07:42<00:00,  2.24it/s]
Epoch 0: |          | 1037/? [07:42<00:00,  2.24it/s]
Epoch 0: |          | 1037/? [07:42<00:00,  2.24it/s]
Epoch 0: |          | 1038/? [07:42<00:00,  2.24it/s]
Epoch 0: |          | 1038/? [07:42<00:00,  2.24it/s]
Epoch 0: |          | 1039/? [07:43<00:00,  2.24it/s]
Epoch 0: |          | 1039/? [07:43<00:00,  2.24it/s]
Epoch 0: |          | 1040/? [07:43<00:00,  2.24it/s]
Epoch 0: |          | 1040/? [07:43<00:00,  2.24it/s]
Epoch 0: |          | 1041/? [07:44<00:00,  2.24it/s]
Epoch 0: |          | 1041/? [07:44<00:00,  2.24it/s]
Epoch 0: |          | 1042/? [07:44<00:00,  2.24it/s]
Epoch 0: |          | 1042/? [07:44<00:00,  2.24it/s]
Epoch 0: |          | 1043/? [07:44<00:00,  2.24it/s]
Epoch 0: |          | 1043/? [07:44<00:00,  2.24it/s]
Epoch 0: |          | 1044/? [07:45<00:00,  2.24it/s]
Epoch 0: |          | 1044/? [07:45<00:00,  2.24it/s]
Epoch 0: |          | 1045/? [07:45<00:00,  2.24it/s]
Epoch 0: |          | 1045/? [07:45<00:00,  2.24it/s]
Epoch 0: |          | 1046/? [07:46<00:00,  2.24it/s]
Epoch 0: |          | 1046/? [07:46<00:00,  2.24it/s]
Epoch 0: |          | 1047/? [07:46<00:00,  2.24it/s]
Epoch 0: |          | 1047/? [07:46<00:00,  2.24it/s]
Epoch 0: |          | 1048/? [07:46<00:00,  2.24it/s]
Epoch 0: |          | 1048/? [07:46<00:00,  2.24it/s]
Epoch 0: |          | 1049/? [07:47<00:00,  2.24it/s]
Epoch 0: |          | 1049/? [07:47<00:00,  2.24it/s]
Epoch 0: |          | 1050/? [07:47<00:00,  2.24it/s]
Epoch 0: |          | 1050/? [07:47<00:00,  2.24it/s]
Epoch 0: |          | 1051/? [07:48<00:00,  2.24it/s]
Epoch 0: |          | 1051/? [07:48<00:00,  2.24it/s]
Epoch 0: |          | 1052/? [07:48<00:00,  2.25it/s]
Epoch 0: |          | 1052/? [07:48<00:00,  2.25it/s]
Epoch 0: |          | 1053/? [07:48<00:00,  2.25it/s]
Epoch 0: |          | 1053/? [07:48<00:00,  2.25it/s]
Epoch 0: |          | 1054/? [07:49<00:00,  2.25it/s]
Epoch 0: |          | 1054/? [07:49<00:00,  2.25it/s]
Epoch 0: |          | 1055/? [07:49<00:00,  2.25it/s]
Epoch 0: |          | 1055/? [07:49<00:00,  2.25it/s]
Epoch 0: |          | 1056/? [07:50<00:00,  2.25it/s]
Epoch 0: |          | 1056/? [07:50<00:00,  2.25it/s]
Epoch 0: |          | 1057/? [07:50<00:00,  2.25it/s]
Epoch 0: |          | 1057/? [07:50<00:00,  2.25it/s]
Epoch 0: |          | 1058/? [07:50<00:00,  2.25it/s]
Epoch 0: |          | 1058/? [07:50<00:00,  2.25it/s]
Epoch 0: |          | 1059/? [07:51<00:00,  2.25it/s]
Epoch 0: |          | 1059/? [07:51<00:00,  2.25it/s]
Epoch 0: |          | 1060/? [07:51<00:00,  2.25it/s]
Epoch 0: |          | 1060/? [07:51<00:00,  2.25it/s]
Epoch 0: |          | 1061/? [07:52<00:00,  2.25it/s]
Epoch 0: |          | 1061/? [07:52<00:00,  2.25it/s]
Epoch 0: |          | 1062/? [07:52<00:00,  2.25it/s]
Epoch 0: |          | 1062/? [07:52<00:00,  2.25it/s]
Epoch 0: |          | 1063/? [07:53<00:00,  2.25it/s]
Epoch 0: |          | 1063/? [07:53<00:00,  2.25it/s]
Epoch 0: |          | 1064/? [07:53<00:00,  2.25it/s]
Epoch 0: |          | 1064/? [07:53<00:00,  2.25it/s]
Epoch 0: |          | 1065/? [07:53<00:00,  2.25it/s]
Epoch 0: |          | 1065/? [07:53<00:00,  2.25it/s]
Epoch 0: |          | 1066/? [07:54<00:00,  2.25it/s]
Epoch 0: |          | 1066/? [07:54<00:00,  2.25it/s]
Epoch 0: |          | 1067/? [07:54<00:00,  2.25it/s]
Epoch 0: |          | 1067/? [07:54<00:00,  2.25it/s]
Epoch 0: |          | 1068/? [07:55<00:00,  2.25it/s]
Epoch 0: |          | 1068/? [07:55<00:00,  2.25it/s]
Epoch 0: |          | 1069/? [07:55<00:00,  2.25it/s]
Epoch 0: |          | 1069/? [07:55<00:00,  2.25it/s]
Epoch 0: |          | 1070/? [07:55<00:00,  2.25it/s]
Epoch 0: |          | 1070/? [07:55<00:00,  2.25it/s]
Epoch 0: |          | 1071/? [07:56<00:00,  2.25it/s]
Epoch 0: |          | 1071/? [07:56<00:00,  2.25it/s]
Epoch 0: |          | 1072/? [07:56<00:00,  2.25it/s]
Epoch 0: |          | 1072/? [07:56<00:00,  2.25it/s]
Epoch 0: |          | 1073/? [07:57<00:00,  2.25it/s]
Epoch 0: |          | 1073/? [07:57<00:00,  2.25it/s]
Epoch 0: |          | 1074/? [07:57<00:00,  2.25it/s]
Epoch 0: |          | 1074/? [07:57<00:00,  2.25it/s]
Epoch 0: |          | 1075/? [07:57<00:00,  2.25it/s]
Epoch 0: |          | 1075/? [07:57<00:00,  2.25it/s]
Epoch 0: |          | 1076/? [07:58<00:00,  2.25it/s]
Epoch 0: |          | 1076/? [07:58<00:00,  2.25it/s]
Epoch 0: |          | 1077/? [07:58<00:00,  2.25it/s]
Epoch 0: |          | 1077/? [07:58<00:00,  2.25it/s]
Epoch 0: |          | 1078/? [07:59<00:00,  2.25it/s]
Epoch 0: |          | 1078/? [07:59<00:00,  2.25it/s]
Epoch 0: |          | 1079/? [07:59<00:00,  2.25it/s]
Epoch 0: |          | 1079/? [07:59<00:00,  2.25it/s]
Epoch 0: |          | 1080/? [07:59<00:00,  2.25it/s]
Epoch 0: |          | 1080/? [07:59<00:00,  2.25it/s]
Epoch 0: |          | 1081/? [08:00<00:00,  2.25it/s]
Epoch 0: |          | 1081/? [08:00<00:00,  2.25it/s]
Epoch 0: |          | 1082/? [08:00<00:00,  2.25it/s]
Epoch 0: |          | 1082/? [08:00<00:00,  2.25it/s]
Epoch 0: |          | 1083/? [08:01<00:00,  2.25it/s]
Epoch 0: |          | 1083/? [08:01<00:00,  2.25it/s]
Epoch 0: |          | 1084/? [08:01<00:00,  2.25it/s]
Epoch 0: |          | 1084/? [08:01<00:00,  2.25it/s]
Epoch 0: |          | 1085/? [08:01<00:00,  2.25it/s]
Epoch 0: |          | 1085/? [08:01<00:00,  2.25it/s]
Epoch 0: |          | 1086/? [08:02<00:00,  2.25it/s]
Epoch 0: |          | 1086/? [08:02<00:00,  2.25it/s]
Epoch 0: |          | 1087/? [08:02<00:00,  2.25it/s]
Epoch 0: |          | 1087/? [08:02<00:00,  2.25it/s]
Epoch 0: |          | 1088/? [08:03<00:00,  2.25it/s]
Epoch 0: |          | 1088/? [08:03<00:00,  2.25it/s]
Epoch 0: |          | 1089/? [08:03<00:00,  2.25it/s]
Epoch 0: |          | 1089/? [08:03<00:00,  2.25it/s]
Epoch 0: |          | 1090/? [08:03<00:00,  2.25it/s]
Epoch 0: |          | 1090/? [08:03<00:00,  2.25it/s]
Epoch 0: |          | 1091/? [08:04<00:00,  2.25it/s]
Epoch 0: |          | 1091/? [08:04<00:00,  2.25it/s]
Epoch 0: |          | 1092/? [08:04<00:00,  2.25it/s]
Epoch 0: |          | 1092/? [08:04<00:00,  2.25it/s]
Epoch 0: |          | 1093/? [08:05<00:00,  2.25it/s]
Epoch 0: |          | 1093/? [08:05<00:00,  2.25it/s]
Epoch 0: |          | 1094/? [08:05<00:00,  2.25it/s]
Epoch 0: |          | 1094/? [08:05<00:00,  2.25it/s]
Epoch 0: |          | 1095/? [08:06<00:00,  2.25it/s]
Epoch 0: |          | 1095/? [08:06<00:00,  2.25it/s]
Epoch 0: |          | 1096/? [08:06<00:00,  2.25it/s]
Epoch 0: |          | 1096/? [08:06<00:00,  2.25it/s]
Epoch 0: |          | 1097/? [08:06<00:00,  2.25it/s]
Epoch 0: |          | 1097/? [08:06<00:00,  2.25it/s]
Epoch 0: |          | 1098/? [08:07<00:00,  2.25it/s]
Epoch 0: |          | 1098/? [08:07<00:00,  2.25it/s]
Epoch 0: |          | 1099/? [08:07<00:00,  2.25it/s]
Epoch 0: |          | 1099/? [08:07<00:00,  2.25it/s]
Epoch 0: |          | 1100/? [08:08<00:00,  2.25it/s]
Epoch 0: |          | 1100/? [08:08<00:00,  2.25it/s]
Epoch 0: |          | 1101/? [08:08<00:00,  2.25it/s]
Epoch 0: |          | 1101/? [08:08<00:00,  2.25it/s]
Epoch 0: |          | 1102/? [08:08<00:00,  2.25it/s]
Epoch 0: |          | 1102/? [08:08<00:00,  2.25it/s]
Epoch 0: |          | 1103/? [08:09<00:00,  2.25it/s]
Epoch 0: |          | 1103/? [08:09<00:00,  2.25it/s]
Epoch 0: |          | 1104/? [08:09<00:00,  2.25it/s]
Epoch 0: |          | 1104/? [08:09<00:00,  2.25it/s]
Epoch 0: |          | 1105/? [08:10<00:00,  2.25it/s]
Epoch 0: |          | 1105/? [08:10<00:00,  2.25it/s]
Epoch 0: |          | 1106/? [08:10<00:00,  2.25it/s]
Epoch 0: |          | 1106/? [08:10<00:00,  2.25it/s]
Epoch 0: |          | 1107/? [08:10<00:00,  2.26it/s]
Epoch 0: |          | 1107/? [08:10<00:00,  2.26it/s]
Epoch 0: |          | 1108/? [08:11<00:00,  2.26it/s]
Epoch 0: |          | 1108/? [08:11<00:00,  2.26it/s]
Epoch 0: |          | 1109/? [08:11<00:00,  2.26it/s]
Epoch 0: |          | 1109/? [08:11<00:00,  2.26it/s]
Epoch 0: |          | 1110/? [08:12<00:00,  2.26it/s]
Epoch 0: |          | 1110/? [08:12<00:00,  2.26it/s]
Epoch 0: |          | 1111/? [08:12<00:00,  2.26it/s]
Epoch 0: |          | 1111/? [08:12<00:00,  2.26it/s]
Epoch 0: |          | 1112/? [08:12<00:00,  2.26it/s]
Epoch 0: |          | 1112/? [08:12<00:00,  2.26it/s]
Epoch 0: |          | 1113/? [08:13<00:00,  2.26it/s]
Epoch 0: |          | 1113/? [08:13<00:00,  2.26it/s]
Epoch 0: |          | 1114/? [08:13<00:00,  2.26it/s]
Epoch 0: |          | 1114/? [08:13<00:00,  2.26it/s]
Epoch 0: |          | 1115/? [08:14<00:00,  2.26it/s]
Epoch 0: |          | 1115/? [08:14<00:00,  2.26it/s]
Epoch 0: |          | 1116/? [08:14<00:00,  2.26it/s]
Epoch 0: |          | 1116/? [08:14<00:00,  2.26it/s]
Epoch 0: |          | 1117/? [08:14<00:00,  2.26it/s]
Epoch 0: |          | 1117/? [08:14<00:00,  2.26it/s]
Epoch 0: |          | 1118/? [08:15<00:00,  2.26it/s]
Epoch 0: |          | 1118/? [08:15<00:00,  2.26it/s]
Epoch 0: |          | 1119/? [08:15<00:00,  2.26it/s]
Epoch 0: |          | 1119/? [08:15<00:00,  2.26it/s]
Epoch 0: |          | 1120/? [08:16<00:00,  2.26it/s]
Epoch 0: |          | 1120/? [08:16<00:00,  2.26it/s]
Epoch 0: |          | 1121/? [08:16<00:00,  2.26it/s]
Epoch 0: |          | 1121/? [08:16<00:00,  2.26it/s]
Epoch 0: |          | 1122/? [08:16<00:00,  2.26it/s]
Epoch 0: |          | 1122/? [08:16<00:00,  2.26it/s]
Epoch 0: |          | 1123/? [08:17<00:00,  2.26it/s]
Epoch 0: |          | 1123/? [08:17<00:00,  2.26it/s]
Epoch 0: |          | 1124/? [08:17<00:00,  2.26it/s]
Epoch 0: |          | 1124/? [08:17<00:00,  2.26it/s]
Epoch 0: |          | 1125/? [08:18<00:00,  2.26it/s]
Epoch 0: |          | 1125/? [08:18<00:00,  2.26it/s]
Epoch 0: |          | 1126/? [08:18<00:00,  2.26it/s]
Epoch 0: |          | 1126/? [08:18<00:00,  2.26it/s]
Epoch 0: |          | 1127/? [08:18<00:00,  2.26it/s]
Epoch 0: |          | 1127/? [08:18<00:00,  2.26it/s]
Epoch 0: |          | 1128/? [08:19<00:00,  2.26it/s]
Epoch 0: |          | 1128/? [08:19<00:00,  2.26it/s]
Epoch 0: |          | 1129/? [08:19<00:00,  2.26it/s]
Epoch 0: |          | 1129/? [08:19<00:00,  2.26it/s]
Epoch 0: |          | 1130/? [08:20<00:00,  2.26it/s]
Epoch 0: |          | 1130/? [08:20<00:00,  2.26it/s]
Epoch 0: |          | 1131/? [08:20<00:00,  2.26it/s]
Epoch 0: |          | 1131/? [08:20<00:00,  2.26it/s]
Epoch 0: |          | 1132/? [08:21<00:00,  2.26it/s]
Epoch 0: |          | 1132/? [08:21<00:00,  2.26it/s]
Epoch 0: |          | 1133/? [08:21<00:00,  2.26it/s]
Epoch 0: |          | 1133/? [08:21<00:00,  2.26it/s]
Epoch 0: |          | 1134/? [08:21<00:00,  2.26it/s]
Epoch 0: |          | 1134/? [08:21<00:00,  2.26it/s]
Epoch 0: |          | 1135/? [08:22<00:00,  2.26it/s]
Epoch 0: |          | 1135/? [08:22<00:00,  2.26it/s]
Epoch 0: |          | 1136/? [08:22<00:00,  2.26it/s]
Epoch 0: |          | 1136/? [08:22<00:00,  2.26it/s]
Epoch 0: |          | 1137/? [08:23<00:00,  2.26it/s]
Epoch 0: |          | 1137/? [08:23<00:00,  2.26it/s]
Epoch 0: |          | 1138/? [08:23<00:00,  2.26it/s]
Epoch 0: |          | 1138/? [08:23<00:00,  2.26it/s]
Epoch 0: |          | 1139/? [08:23<00:00,  2.26it/s]
Epoch 0: |          | 1139/? [08:23<00:00,  2.26it/s]
Epoch 0: |          | 1140/? [08:24<00:00,  2.26it/s]
Epoch 0: |          | 1140/? [08:24<00:00,  2.26it/s]
Epoch 0: |          | 1141/? [08:24<00:00,  2.26it/s]
Epoch 0: |          | 1141/? [08:24<00:00,  2.26it/s]
Epoch 0: |          | 1142/? [08:25<00:00,  2.26it/s]
Epoch 0: |          | 1142/? [08:25<00:00,  2.26it/s]
Epoch 0: |          | 1143/? [08:25<00:00,  2.26it/s]
Epoch 0: |          | 1143/? [08:25<00:00,  2.26it/s]
Epoch 0: |          | 1144/? [08:25<00:00,  2.26it/s]
Epoch 0: |          | 1144/? [08:25<00:00,  2.26it/s]
Epoch 0: |          | 1145/? [08:26<00:00,  2.26it/s]
Epoch 0: |          | 1145/? [08:26<00:00,  2.26it/s]
Epoch 0: |          | 1146/? [08:26<00:00,  2.26it/s]
Epoch 0: |          | 1146/? [08:26<00:00,  2.26it/s]
Epoch 0: |          | 1147/? [08:27<00:00,  2.26it/s]
Epoch 0: |          | 1147/? [08:27<00:00,  2.26it/s]
Epoch 0: |          | 1148/? [08:27<00:00,  2.26it/s]
Epoch 0: |          | 1148/? [08:27<00:00,  2.26it/s]
Epoch 0: |          | 1149/? [08:27<00:00,  2.26it/s]
Epoch 0: |          | 1149/? [08:27<00:00,  2.26it/s]
Epoch 0: |          | 1150/? [08:28<00:00,  2.26it/s]
Epoch 0: |          | 1150/? [08:28<00:00,  2.26it/s]
Epoch 0: |          | 1151/? [08:28<00:00,  2.26it/s]
Epoch 0: |          | 1151/? [08:28<00:00,  2.26it/s]
Epoch 0: |          | 1152/? [08:29<00:00,  2.26it/s]
Epoch 0: |          | 1152/? [08:29<00:00,  2.26it/s]
Epoch 0: |          | 1153/? [08:29<00:00,  2.26it/s]
Epoch 0: |          | 1153/? [08:29<00:00,  2.26it/s]
Epoch 0: |          | 1154/? [08:29<00:00,  2.26it/s]
Epoch 0: |          | 1154/? [08:29<00:00,  2.26it/s]
Epoch 0: |          | 1155/? [08:30<00:00,  2.26it/s]
Epoch 0: |          | 1155/? [08:30<00:00,  2.26it/s]
Epoch 0: |          | 1156/? [08:30<00:00,  2.26it/s]
Epoch 0: |          | 1156/? [08:30<00:00,  2.26it/s]
Epoch 0: |          | 1157/? [08:31<00:00,  2.26it/s]
Epoch 0: |          | 1157/? [08:31<00:00,  2.26it/s]
Epoch 0: |          | 1158/? [08:31<00:00,  2.26it/s]
Epoch 0: |          | 1158/? [08:31<00:00,  2.26it/s]
Epoch 0: |          | 1159/? [08:31<00:00,  2.26it/s]
Epoch 0: |          | 1159/? [08:31<00:00,  2.26it/s]
Epoch 0: |          | 1160/? [08:32<00:00,  2.26it/s]
Epoch 0: |          | 1160/? [08:32<00:00,  2.26it/s]
Epoch 0: |          | 1161/? [08:32<00:00,  2.26it/s]
Epoch 0: |          | 1161/? [08:32<00:00,  2.26it/s]
Epoch 0: |          | 1162/? [08:33<00:00,  2.26it/s]
Epoch 0: |          | 1162/? [08:33<00:00,  2.26it/s]
Epoch 0: |          | 1163/? [08:33<00:00,  2.26it/s]
Epoch 0: |          | 1163/? [08:33<00:00,  2.26it/s]
Epoch 0: |          | 1164/? [08:33<00:00,  2.26it/s]
Epoch 0: |          | 1164/? [08:33<00:00,  2.26it/s]
Epoch 0: |          | 1165/? [08:34<00:00,  2.27it/s]
Epoch 0: |          | 1165/? [08:34<00:00,  2.27it/s]
Epoch 0: |          | 1166/? [08:34<00:00,  2.27it/s]
Epoch 0: |          | 1166/? [08:34<00:00,  2.27it/s]
Epoch 0: |          | 1167/? [08:35<00:00,  2.27it/s]
Epoch 0: |          | 1167/? [08:35<00:00,  2.27it/s]
Epoch 0: |          | 1168/? [08:35<00:00,  2.27it/s]
Epoch 0: |          | 1168/? [08:35<00:00,  2.27it/s]
Epoch 0: |          | 1169/? [08:35<00:00,  2.27it/s]
Epoch 0: |          | 1169/? [08:35<00:00,  2.27it/s]
Epoch 0: |          | 1170/? [08:36<00:00,  2.27it/s]
Epoch 0: |          | 1170/? [08:36<00:00,  2.27it/s]
Epoch 0: |          | 1171/? [08:36<00:00,  2.27it/s]
Epoch 0: |          | 1171/? [08:36<00:00,  2.27it/s]
Epoch 0: |          | 1172/? [08:37<00:00,  2.27it/s]
Epoch 0: |          | 1172/? [08:37<00:00,  2.27it/s]
Epoch 0: |          | 1173/? [08:37<00:00,  2.27it/s]
Epoch 0: |          | 1173/? [08:37<00:00,  2.27it/s]
Epoch 0: |          | 1174/? [08:37<00:00,  2.27it/s]
Epoch 0: |          | 1174/? [08:37<00:00,  2.27it/s]
Epoch 0: |          | 1175/? [08:38<00:00,  2.27it/s]
Epoch 0: |          | 1175/? [08:38<00:00,  2.27it/s]
Epoch 0: |          | 1176/? [08:38<00:00,  2.27it/s]
Epoch 0: |          | 1176/? [08:38<00:00,  2.27it/s]
Epoch 0: |          | 1177/? [08:39<00:00,  2.27it/s]
Epoch 0: |          | 1177/? [08:39<00:00,  2.27it/s]
Epoch 0: |          | 1178/? [08:39<00:00,  2.27it/s]
Epoch 0: |          | 1178/? [08:39<00:00,  2.27it/s]
Epoch 0: |          | 1179/? [08:39<00:00,  2.27it/s]
Epoch 0: |          | 1179/? [08:39<00:00,  2.27it/s]
Epoch 0: |          | 1180/? [08:40<00:00,  2.27it/s]
Epoch 0: |          | 1180/? [08:40<00:00,  2.27it/s]
Epoch 0: |          | 1181/? [08:40<00:00,  2.27it/s]
Epoch 0: |          | 1181/? [08:40<00:00,  2.27it/s]
Epoch 0: |          | 1182/? [08:41<00:00,  2.27it/s]
Epoch 0: |          | 1182/? [08:41<00:00,  2.27it/s]
Epoch 0: |          | 1183/? [08:41<00:00,  2.27it/s]
Epoch 0: |          | 1183/? [08:41<00:00,  2.27it/s]
Epoch 0: |          | 1184/? [08:42<00:00,  2.27it/s]
Epoch 0: |          | 1184/? [08:42<00:00,  2.27it/s]
Epoch 0: |          | 1185/? [08:42<00:00,  2.27it/s]
Epoch 0: |          | 1185/? [08:42<00:00,  2.27it/s]
Epoch 0: |          | 1186/? [08:42<00:00,  2.27it/s]
Epoch 0: |          | 1186/? [08:42<00:00,  2.27it/s]
Epoch 0: |          | 1187/? [08:43<00:00,  2.27it/s]
Epoch 0: |          | 1187/? [08:43<00:00,  2.27it/s]
Epoch 0: |          | 1188/? [08:43<00:00,  2.27it/s]
Epoch 0: |          | 1188/? [08:43<00:00,  2.27it/s]
Epoch 0: |          | 1189/? [08:44<00:00,  2.27it/s]
Epoch 0: |          | 1189/? [08:44<00:00,  2.27it/s]
Epoch 0: |          | 1190/? [08:44<00:00,  2.27it/s]
Epoch 0: |          | 1190/? [08:44<00:00,  2.27it/s]
Epoch 0: |          | 1191/? [08:44<00:00,  2.27it/s]
Epoch 0: |          | 1191/? [08:44<00:00,  2.27it/s]
Epoch 0: |          | 1192/? [08:45<00:00,  2.27it/s]
Epoch 0: |          | 1192/? [08:45<00:00,  2.27it/s]
Epoch 0: |          | 1193/? [08:45<00:00,  2.27it/s]
Epoch 0: |          | 1193/? [08:45<00:00,  2.27it/s]
Epoch 0: |          | 1194/? [08:46<00:00,  2.27it/s]
Epoch 0: |          | 1194/? [08:46<00:00,  2.27it/s]
Epoch 0: |          | 1195/? [08:46<00:00,  2.27it/s]
Epoch 0: |          | 1195/? [08:46<00:00,  2.27it/s]
Epoch 0: |          | 1196/? [08:46<00:00,  2.27it/s]
Epoch 0: |          | 1196/? [08:46<00:00,  2.27it/s]
Epoch 0: |          | 1197/? [08:47<00:00,  2.27it/s]
Epoch 0: |          | 1197/? [08:47<00:00,  2.27it/s]
Epoch 0: |          | 1198/? [08:47<00:00,  2.27it/s]
Epoch 0: |          | 1198/? [08:47<00:00,  2.27it/s]
Epoch 0: |          | 1199/? [08:48<00:00,  2.27it/s]
Epoch 0: |          | 1199/? [08:48<00:00,  2.27it/s]
Epoch 0: |          | 1200/? [08:48<00:00,  2.27it/s]
Epoch 0: |          | 1200/? [08:48<00:00,  2.27it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  4.83it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  4.87it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  4.83it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  4.88it/s]

Epoch 0: |          | 1200/? [08:49<00:00,  2.27it/s]
Epoch 0: |          | 1201/? [08:49<00:00,  2.27it/s]
Epoch 0: |          | 1201/? [08:49<00:00,  2.27it/s]
Epoch 0: |          | 1202/? [08:50<00:00,  2.27it/s]
Epoch 0: |          | 1202/? [08:50<00:00,  2.27it/s]
Epoch 0: |          | 1203/? [08:50<00:00,  2.27it/s]
Epoch 0: |          | 1203/? [08:50<00:00,  2.27it/s]
Epoch 0: |          | 1204/? [08:50<00:00,  2.27it/s]
Epoch 0: |          | 1204/? [08:50<00:00,  2.27it/s]
Epoch 0: |          | 1205/? [08:51<00:00,  2.27it/s]
Epoch 0: |          | 1205/? [08:51<00:00,  2.27it/s]
Epoch 0: |          | 1206/? [08:51<00:00,  2.27it/s]
Epoch 0: |          | 1206/? [08:51<00:00,  2.27it/s]
Epoch 0: |          | 1207/? [08:52<00:00,  2.27it/s]
Epoch 0: |          | 1207/? [08:52<00:00,  2.27it/s]
Epoch 0: |          | 1208/? [08:52<00:00,  2.27it/s]
Epoch 0: |          | 1208/? [08:52<00:00,  2.27it/s]
Epoch 0: |          | 1209/? [08:52<00:00,  2.27it/s]
Epoch 0: |          | 1209/? [08:52<00:00,  2.27it/s]
Epoch 0: |          | 1210/? [08:53<00:00,  2.27it/s]
Epoch 0: |          | 1210/? [08:53<00:00,  2.27it/s]
Epoch 0: |          | 1211/? [08:53<00:00,  2.27it/s]
Epoch 0: |          | 1211/? [08:53<00:00,  2.27it/s]
Epoch 0: |          | 1212/? [08:54<00:00,  2.27it/s]
Epoch 0: |          | 1212/? [08:54<00:00,  2.27it/s]
Epoch 0: |          | 1213/? [08:54<00:00,  2.27it/s]
Epoch 0: |          | 1213/? [08:54<00:00,  2.27it/s]
Epoch 0: |          | 1214/? [08:54<00:00,  2.27it/s]
Epoch 0: |          | 1214/? [08:54<00:00,  2.27it/s]
Epoch 0: |          | 1215/? [08:55<00:00,  2.27it/s]
Epoch 0: |          | 1215/? [08:55<00:00,  2.27it/s]
Epoch 0: |          | 1216/? [08:55<00:00,  2.27it/s]
Epoch 0: |          | 1216/? [08:55<00:00,  2.27it/s]
Epoch 0: |          | 1217/? [08:56<00:00,  2.27it/s]
Epoch 0: |          | 1217/? [08:56<00:00,  2.27it/s]
Epoch 0: |          | 1218/? [08:56<00:00,  2.27it/s]
Epoch 0: |          | 1218/? [08:56<00:00,  2.27it/s]
Epoch 0: |          | 1219/? [08:56<00:00,  2.27it/s]
Epoch 0: |          | 1219/? [08:56<00:00,  2.27it/s]
Epoch 0: |          | 1220/? [08:57<00:00,  2.27it/s]
Epoch 0: |          | 1220/? [08:57<00:00,  2.27it/s]
Epoch 0: |          | 1221/? [08:57<00:00,  2.27it/s]
Epoch 0: |          | 1221/? [08:57<00:00,  2.27it/s]
Epoch 0: |          | 1222/? [08:58<00:00,  2.27it/s]
Epoch 0: |          | 1222/? [08:58<00:00,  2.27it/s]
Epoch 0: |          | 1223/? [08:58<00:00,  2.27it/s]
Epoch 0: |          | 1223/? [08:58<00:00,  2.27it/s]
Epoch 0: |          | 1224/? [08:58<00:00,  2.27it/s]
Epoch 0: |          | 1224/? [08:58<00:00,  2.27it/s]
Epoch 0: |          | 1225/? [08:59<00:00,  2.27it/s]
Epoch 0: |          | 1225/? [08:59<00:00,  2.27it/s]
Epoch 0: |          | 1226/? [08:59<00:00,  2.27it/s]
Epoch 0: |          | 1226/? [08:59<00:00,  2.27it/s]
Epoch 0: |          | 1227/? [09:00<00:00,  2.27it/s]
Epoch 0: |          | 1227/? [09:00<00:00,  2.27it/s]
Epoch 0: |          | 1228/? [09:00<00:00,  2.27it/s]
Epoch 0: |          | 1228/? [09:00<00:00,  2.27it/s]
Epoch 0: |          | 1229/? [09:00<00:00,  2.27it/s]
Epoch 0: |          | 1229/? [09:00<00:00,  2.27it/s]
Epoch 0: |          | 1230/? [09:01<00:00,  2.27it/s]
Epoch 0: |          | 1230/? [09:01<00:00,  2.27it/s]
Epoch 0: |          | 1231/? [09:01<00:00,  2.27it/s]
Epoch 0: |          | 1231/? [09:01<00:00,  2.27it/s]
Epoch 0: |          | 1232/? [09:02<00:00,  2.27it/s]
Epoch 0: |          | 1232/? [09:02<00:00,  2.27it/s]
Epoch 0: |          | 1233/? [09:02<00:00,  2.27it/s]
Epoch 0: |          | 1233/? [09:02<00:00,  2.27it/s]
Epoch 0: |          | 1234/? [09:02<00:00,  2.27it/s]
Epoch 0: |          | 1234/? [09:02<00:00,  2.27it/s]
Epoch 0: |          | 1235/? [09:03<00:00,  2.27it/s]
Epoch 0: |          | 1235/? [09:03<00:00,  2.27it/s]
Epoch 0: |          | 1236/? [09:03<00:00,  2.27it/s]
Epoch 0: |          | 1236/? [09:03<00:00,  2.27it/s]
Epoch 0: |          | 1237/? [09:04<00:00,  2.27it/s]
Epoch 0: |          | 1237/? [09:04<00:00,  2.27it/s]
Epoch 0: |          | 1238/? [09:04<00:00,  2.27it/s]
Epoch 0: |          | 1238/? [09:04<00:00,  2.27it/s]
Epoch 0: |          | 1239/? [09:04<00:00,  2.27it/s]
Epoch 0: |          | 1239/? [09:04<00:00,  2.27it/s]
Epoch 0: |          | 1240/? [09:05<00:00,  2.27it/s]
Epoch 0: |          | 1240/? [09:05<00:00,  2.27it/s]
Epoch 0: |          | 1241/? [09:05<00:00,  2.27it/s]
Epoch 0: |          | 1241/? [09:05<00:00,  2.27it/s]
Epoch 0: |          | 1242/? [09:06<00:00,  2.27it/s]
Epoch 0: |          | 1242/? [09:06<00:00,  2.27it/s]
Epoch 0: |          | 1243/? [09:06<00:00,  2.27it/s]
Epoch 0: |          | 1243/? [09:06<00:00,  2.27it/s]
Epoch 0: |          | 1244/? [09:06<00:00,  2.27it/s]
Epoch 0: |          | 1244/? [09:06<00:00,  2.27it/s]
Epoch 0: |          | 1245/? [09:07<00:00,  2.28it/s]
Epoch 0: |          | 1245/? [09:07<00:00,  2.28it/s]
Epoch 0: |          | 1246/? [09:07<00:00,  2.28it/s]
Epoch 0: |          | 1246/? [09:07<00:00,  2.28it/s]
Epoch 0: |          | 1247/? [09:08<00:00,  2.28it/s]
Epoch 0: |          | 1247/? [09:08<00:00,  2.28it/s]
Epoch 0: |          | 1248/? [09:08<00:00,  2.28it/s]
Epoch 0: |          | 1248/? [09:08<00:00,  2.28it/s]
Epoch 0: |          | 1249/? [09:08<00:00,  2.28it/s]
Epoch 0: |          | 1249/? [09:08<00:00,  2.28it/s]
Epoch 0: |          | 1250/? [09:09<00:00,  2.28it/s]
Epoch 0: |          | 1250/? [09:09<00:00,  2.28it/s]
Epoch 0: |          | 1251/? [09:09<00:00,  2.28it/s]
Epoch 0: |          | 1251/? [09:09<00:00,  2.28it/s]
Epoch 0: |          | 1252/? [09:10<00:00,  2.28it/s]
Epoch 0: |          | 1252/? [09:10<00:00,  2.28it/s]
Epoch 0: |          | 1253/? [09:10<00:00,  2.28it/s]
Epoch 0: |          | 1253/? [09:10<00:00,  2.28it/s]
Epoch 0: |          | 1254/? [09:10<00:00,  2.28it/s]
Epoch 0: |          | 1254/? [09:10<00:00,  2.28it/s]
Epoch 0: |          | 1255/? [09:11<00:00,  2.28it/s]
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Epoch 0: |          | 1256/? [09:11<00:00,  2.28it/s]
Epoch 0: |          | 1256/? [09:11<00:00,  2.28it/s]
Epoch 0: |          | 1257/? [09:12<00:00,  2.28it/s]
Epoch 0: |          | 1257/? [09:12<00:00,  2.28it/s]
Epoch 0: |          | 1258/? [09:12<00:00,  2.28it/s]
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Epoch 0: |          | 1259/? [09:12<00:00,  2.28it/s]
Epoch 0: |          | 1259/? [09:12<00:00,  2.28it/s]
Epoch 0: |          | 1260/? [09:13<00:00,  2.28it/s]
Epoch 0: |          | 1260/? [09:13<00:00,  2.28it/s]
Epoch 0: |          | 1261/? [09:13<00:00,  2.28it/s]
Epoch 0: |          | 1261/? [09:13<00:00,  2.28it/s]
Epoch 0: |          | 1262/? [09:14<00:00,  2.28it/s]
Epoch 0: |          | 1262/? [09:14<00:00,  2.28it/s]
Epoch 0: |          | 1263/? [09:14<00:00,  2.28it/s]
Epoch 0: |          | 1263/? [09:14<00:00,  2.28it/s]
Epoch 0: |          | 1264/? [09:14<00:00,  2.28it/s]
Epoch 0: |          | 1264/? [09:14<00:00,  2.28it/s]
Epoch 0: |          | 1265/? [09:15<00:00,  2.28it/s]
Epoch 0: |          | 1265/? [09:15<00:00,  2.28it/s]
Epoch 0: |          | 1266/? [09:15<00:00,  2.28it/s]
Epoch 0: |          | 1266/? [09:15<00:00,  2.28it/s]
Epoch 0: |          | 1267/? [09:16<00:00,  2.28it/s]
Epoch 0: |          | 1267/? [09:16<00:00,  2.28it/s]
Epoch 0: |          | 1268/? [09:16<00:00,  2.28it/s]
Epoch 0: |          | 1268/? [09:16<00:00,  2.28it/s]
Epoch 0: |          | 1269/? [09:16<00:00,  2.28it/s]
Epoch 0: |          | 1269/? [09:16<00:00,  2.28it/s]
Epoch 0: |          | 1270/? [09:17<00:00,  2.28it/s]
Epoch 0: |          | 1270/? [09:17<00:00,  2.28it/s]
Epoch 0: |          | 1271/? [09:17<00:00,  2.28it/s]
Epoch 0: |          | 1271/? [09:17<00:00,  2.28it/s]
Epoch 0: |          | 1272/? [09:18<00:00,  2.28it/s]
Epoch 0: |          | 1272/? [09:18<00:00,  2.28it/s]
Epoch 0: |          | 1273/? [09:18<00:00,  2.28it/s]
Epoch 0: |          | 1273/? [09:18<00:00,  2.28it/s]
Epoch 0: |          | 1274/? [09:18<00:00,  2.28it/s]
Epoch 0: |          | 1274/? [09:18<00:00,  2.28it/s]
Epoch 0: |          | 1275/? [09:19<00:00,  2.28it/s]
Epoch 0: |          | 1275/? [09:19<00:00,  2.28it/s]
Epoch 0: |          | 1276/? [09:19<00:00,  2.28it/s]
Epoch 0: |          | 1276/? [09:19<00:00,  2.28it/s]
Epoch 0: |          | 1277/? [09:20<00:00,  2.28it/s]
Epoch 0: |          | 1277/? [09:20<00:00,  2.28it/s]
Epoch 0: |          | 1278/? [09:20<00:00,  2.28it/s]
Epoch 0: |          | 1278/? [09:20<00:00,  2.28it/s]
Epoch 0: |          | 1279/? [09:20<00:00,  2.28it/s]
Epoch 0: |          | 1279/? [09:20<00:00,  2.28it/s]
Epoch 0: |          | 1280/? [09:21<00:00,  2.28it/s]
Epoch 0: |          | 1280/? [09:21<00:00,  2.28it/s]
Epoch 0: |          | 1281/? [09:21<00:00,  2.28it/s]
Epoch 0: |          | 1281/? [09:21<00:00,  2.28it/s]
Epoch 0: |          | 1282/? [09:22<00:00,  2.28it/s]
Epoch 0: |          | 1282/? [09:22<00:00,  2.28it/s]
Epoch 0: |          | 1283/? [09:22<00:00,  2.28it/s]
Epoch 0: |          | 1283/? [09:22<00:00,  2.28it/s]
Epoch 0: |          | 1284/? [09:22<00:00,  2.28it/s]
Epoch 0: |          | 1284/? [09:22<00:00,  2.28it/s]
Epoch 0: |          | 1285/? [09:23<00:00,  2.28it/s]
Epoch 0: |          | 1285/? [09:23<00:00,  2.28it/s]
Epoch 0: |          | 1286/? [09:23<00:00,  2.28it/s]
Epoch 0: |          | 1286/? [09:23<00:00,  2.28it/s]
Epoch 0: |          | 1287/? [09:24<00:00,  2.28it/s]
Epoch 0: |          | 1287/? [09:24<00:00,  2.28it/s]
Epoch 0: |          | 1288/? [09:24<00:00,  2.28it/s]
Epoch 0: |          | 1288/? [09:24<00:00,  2.28it/s]
Epoch 0: |          | 1289/? [09:24<00:00,  2.28it/s]
Epoch 0: |          | 1289/? [09:24<00:00,  2.28it/s]
Epoch 0: |          | 1290/? [09:25<00:00,  2.28it/s]
Epoch 0: |          | 1290/? [09:25<00:00,  2.28it/s]
Epoch 0: |          | 1291/? [09:25<00:00,  2.28it/s]
Epoch 0: |          | 1291/? [09:25<00:00,  2.28it/s]
Epoch 0: |          | 1292/? [09:26<00:00,  2.28it/s]
Epoch 0: |          | 1292/? [09:26<00:00,  2.28it/s]
Epoch 0: |          | 1293/? [09:26<00:00,  2.28it/s]
Epoch 0: |          | 1293/? [09:26<00:00,  2.28it/s]
Epoch 0: |          | 1294/? [09:26<00:00,  2.28it/s]
Epoch 0: |          | 1294/? [09:26<00:00,  2.28it/s]
Epoch 0: |          | 1295/? [09:27<00:00,  2.28it/s]
Epoch 0: |          | 1295/? [09:27<00:00,  2.28it/s]
Epoch 0: |          | 1296/? [09:27<00:00,  2.28it/s]
Epoch 0: |          | 1296/? [09:27<00:00,  2.28it/s]
Epoch 0: |          | 1297/? [09:28<00:00,  2.28it/s]
Epoch 0: |          | 1297/? [09:28<00:00,  2.28it/s]
Epoch 0: |          | 1298/? [09:28<00:00,  2.28it/s]
Epoch 0: |          | 1298/? [09:28<00:00,  2.28it/s]
Epoch 0: |          | 1299/? [09:28<00:00,  2.28it/s]
Epoch 0: |          | 1299/? [09:28<00:00,  2.28it/s]
Epoch 0: |          | 1300/? [09:29<00:00,  2.28it/s]
Epoch 0: |          | 1300/? [09:29<00:00,  2.28it/s]
Epoch 0: |          | 1301/? [09:29<00:00,  2.28it/s]
Epoch 0: |          | 1301/? [09:29<00:00,  2.28it/s]
Epoch 0: |          | 1302/? [09:30<00:00,  2.28it/s]
Epoch 0: |          | 1302/? [09:30<00:00,  2.28it/s]
Epoch 0: |          | 1303/? [09:30<00:00,  2.28it/s]
Epoch 0: |          | 1303/? [09:30<00:00,  2.28it/s]
Epoch 0: |          | 1304/? [09:30<00:00,  2.28it/s]
Epoch 0: |          | 1304/? [09:30<00:00,  2.28it/s]
Epoch 0: |          | 1305/? [09:31<00:00,  2.28it/s]
Epoch 0: |          | 1305/? [09:31<00:00,  2.28it/s]
Epoch 0: |          | 1306/? [09:31<00:00,  2.28it/s]
Epoch 0: |          | 1306/? [09:31<00:00,  2.28it/s]
Epoch 0: |          | 1307/? [09:32<00:00,  2.28it/s]
Epoch 0: |          | 1307/? [09:32<00:00,  2.28it/s]
Epoch 0: |          | 1308/? [09:32<00:00,  2.28it/s]
Epoch 0: |          | 1308/? [09:32<00:00,  2.28it/s]
Epoch 0: |          | 1309/? [09:32<00:00,  2.29it/s]
Epoch 0: |          | 1309/? [09:32<00:00,  2.29it/s]
Epoch 0: |          | 1310/? [09:33<00:00,  2.29it/s]
Epoch 0: |          | 1310/? [09:33<00:00,  2.29it/s]
Epoch 0: |          | 1311/? [09:33<00:00,  2.29it/s]
Epoch 0: |          | 1311/? [09:33<00:00,  2.29it/s]
Epoch 0: |          | 1312/? [09:34<00:00,  2.29it/s]
Epoch 0: |          | 1312/? [09:34<00:00,  2.29it/s]
Epoch 0: |          | 1313/? [09:34<00:00,  2.29it/s]
Epoch 0: |          | 1313/? [09:34<00:00,  2.29it/s]
Epoch 0: |          | 1314/? [09:34<00:00,  2.29it/s]
Epoch 0: |          | 1314/? [09:34<00:00,  2.29it/s]
Epoch 0: |          | 1315/? [09:35<00:00,  2.29it/s]
Epoch 0: |          | 1315/? [09:35<00:00,  2.29it/s]
Epoch 0: |          | 1316/? [09:35<00:00,  2.29it/s]
Epoch 0: |          | 1316/? [09:35<00:00,  2.29it/s]
Epoch 0: |          | 1317/? [09:36<00:00,  2.29it/s]
Epoch 0: |          | 1317/? [09:36<00:00,  2.29it/s]
Epoch 0: |          | 1318/? [09:36<00:00,  2.29it/s]
Epoch 0: |          | 1318/? [09:36<00:00,  2.29it/s]
Epoch 0: |          | 1319/? [09:36<00:00,  2.29it/s]
Epoch 0: |          | 1319/? [09:36<00:00,  2.29it/s]
Epoch 0: |          | 1320/? [09:37<00:00,  2.29it/s]
Epoch 0: |          | 1320/? [09:37<00:00,  2.29it/s]
Epoch 0: |          | 1321/? [09:37<00:00,  2.29it/s]
Epoch 0: |          | 1321/? [09:37<00:00,  2.29it/s]
Epoch 0: |          | 1322/? [09:37<00:00,  2.29it/s]
Epoch 0: |          | 1322/? [09:37<00:00,  2.29it/s]
Epoch 0: |          | 1323/? [09:38<00:00,  2.29it/s]
Epoch 0: |          | 1323/? [09:38<00:00,  2.29it/s]
Epoch 0: |          | 1324/? [09:38<00:00,  2.29it/s]
Epoch 0: |          | 1324/? [09:38<00:00,  2.29it/s]
Epoch 0: |          | 1325/? [09:39<00:00,  2.29it/s]
Epoch 0: |          | 1325/? [09:39<00:00,  2.29it/s]
Epoch 0: |          | 1326/? [09:39<00:00,  2.29it/s]
Epoch 0: |          | 1326/? [09:39<00:00,  2.29it/s]
Epoch 0: |          | 1327/? [09:39<00:00,  2.29it/s]
Epoch 0: |          | 1327/? [09:39<00:00,  2.29it/s]
Epoch 0: |          | 1328/? [09:40<00:00,  2.29it/s]
Epoch 0: |          | 1328/? [09:40<00:00,  2.29it/s]
Epoch 0: |          | 1329/? [09:40<00:00,  2.29it/s]
Epoch 0: |          | 1329/? [09:40<00:00,  2.29it/s]
Epoch 0: |          | 1330/? [09:41<00:00,  2.29it/s]
Epoch 0: |          | 1330/? [09:41<00:00,  2.29it/s]
Epoch 0: |          | 1331/? [09:41<00:00,  2.29it/s]
Epoch 0: |          | 1331/? [09:41<00:00,  2.29it/s]
Epoch 0: |          | 1332/? [09:41<00:00,  2.29it/s]
Epoch 0: |          | 1332/? [09:41<00:00,  2.29it/s]
Epoch 0: |          | 1333/? [09:42<00:00,  2.29it/s]
Epoch 0: |          | 1333/? [09:42<00:00,  2.29it/s]
Epoch 0: |          | 1334/? [09:42<00:00,  2.29it/s]
Epoch 0: |          | 1334/? [09:42<00:00,  2.29it/s]
Epoch 0: |          | 1335/? [09:43<00:00,  2.29it/s]
Epoch 0: |          | 1335/? [09:43<00:00,  2.29it/s]
Epoch 0: |          | 1336/? [09:43<00:00,  2.29it/s]
Epoch 0: |          | 1336/? [09:43<00:00,  2.29it/s]
Epoch 0: |          | 1337/? [09:43<00:00,  2.29it/s]
Epoch 0: |          | 1337/? [09:43<00:00,  2.29it/s]
Epoch 0: |          | 1338/? [09:44<00:00,  2.29it/s]
Epoch 0: |          | 1338/? [09:44<00:00,  2.29it/s]
Epoch 0: |          | 1339/? [09:44<00:00,  2.29it/s]
Epoch 0: |          | 1339/? [09:44<00:00,  2.29it/s]
Epoch 0: |          | 1340/? [09:45<00:00,  2.29it/s]
Epoch 0: |          | 1340/? [09:45<00:00,  2.29it/s]
Epoch 0: |          | 1341/? [09:45<00:00,  2.29it/s]
Epoch 0: |          | 1341/? [09:45<00:00,  2.29it/s]
Epoch 0: |          | 1342/? [09:45<00:00,  2.29it/s]
Epoch 0: |          | 1342/? [09:45<00:00,  2.29it/s]
Epoch 0: |          | 1343/? [09:46<00:00,  2.29it/s]
Epoch 0: |          | 1343/? [09:46<00:00,  2.29it/s]
Epoch 0: |          | 1344/? [09:46<00:00,  2.29it/s]
Epoch 0: |          | 1344/? [09:46<00:00,  2.29it/s]
Epoch 0: |          | 1345/? [09:47<00:00,  2.29it/s]
Epoch 0: |          | 1345/? [09:47<00:00,  2.29it/s]
Epoch 0: |          | 1346/? [09:47<00:00,  2.29it/s]
Epoch 0: |          | 1346/? [09:47<00:00,  2.29it/s]
Epoch 0: |          | 1347/? [09:47<00:00,  2.29it/s]
Epoch 0: |          | 1347/? [09:47<00:00,  2.29it/s]
Epoch 0: |          | 1348/? [09:48<00:00,  2.29it/s]
Epoch 0: |          | 1348/? [09:48<00:00,  2.29it/s]
Epoch 0: |          | 1349/? [09:48<00:00,  2.29it/s]
Epoch 0: |          | 1349/? [09:48<00:00,  2.29it/s]
Epoch 0: |          | 1350/? [09:49<00:00,  2.29it/s]
Epoch 0: |          | 1350/? [09:49<00:00,  2.29it/s]
Epoch 0: |          | 1351/? [09:49<00:00,  2.29it/s]
Epoch 0: |          | 1351/? [09:49<00:00,  2.29it/s]
Epoch 0: |          | 1352/? [09:49<00:00,  2.29it/s]
Epoch 0: |          | 1352/? [09:49<00:00,  2.29it/s]
Epoch 0: |          | 1353/? [09:50<00:00,  2.29it/s]
Epoch 0: |          | 1353/? [09:50<00:00,  2.29it/s]
Epoch 0: |          | 1354/? [09:50<00:00,  2.29it/s]
Epoch 0: |          | 1354/? [09:50<00:00,  2.29it/s]
Epoch 0: |          | 1355/? [09:50<00:00,  2.29it/s]
Epoch 0: |          | 1355/? [09:50<00:00,  2.29it/s]
Epoch 0: |          | 1356/? [09:51<00:00,  2.29it/s]
Epoch 0: |          | 1356/? [09:51<00:00,  2.29it/s]
Epoch 0: |          | 1357/? [09:51<00:00,  2.29it/s]
Epoch 0: |          | 1357/? [09:51<00:00,  2.29it/s]
Epoch 0: |          | 1358/? [09:52<00:00,  2.29it/s]
Epoch 0: |          | 1358/? [09:52<00:00,  2.29it/s]
Epoch 0: |          | 1359/? [09:52<00:00,  2.29it/s]
Epoch 0: |          | 1359/? [09:52<00:00,  2.29it/s]
Epoch 0: |          | 1360/? [09:52<00:00,  2.29it/s]
Epoch 0: |          | 1360/? [09:52<00:00,  2.29it/s]
Epoch 0: |          | 1361/? [09:53<00:00,  2.29it/s]
Epoch 0: |          | 1361/? [09:53<00:00,  2.29it/s]
Epoch 0: |          | 1362/? [09:53<00:00,  2.29it/s]
Epoch 0: |          | 1362/? [09:53<00:00,  2.29it/s]
Epoch 0: |          | 1363/? [09:54<00:00,  2.29it/s]
Epoch 0: |          | 1363/? [09:54<00:00,  2.29it/s]
Epoch 0: |          | 1364/? [09:54<00:00,  2.29it/s]
Epoch 0: |          | 1364/? [09:54<00:00,  2.29it/s]
Epoch 0: |          | 1365/? [09:54<00:00,  2.29it/s]
Epoch 0: |          | 1365/? [09:54<00:00,  2.29it/s]
Epoch 0: |          | 1366/? [09:55<00:00,  2.29it/s]
Epoch 0: |          | 1366/? [09:55<00:00,  2.29it/s]
Epoch 0: |          | 1367/? [09:55<00:00,  2.29it/s]
Epoch 0: |          | 1367/? [09:55<00:00,  2.29it/s]
Epoch 0: |          | 1368/? [09:56<00:00,  2.29it/s]
Epoch 0: |          | 1368/? [09:56<00:00,  2.29it/s]
Epoch 0: |          | 1369/? [09:56<00:00,  2.30it/s]
Epoch 0: |          | 1369/? [09:56<00:00,  2.30it/s]
Epoch 0: |          | 1370/? [09:56<00:00,  2.30it/s]
Epoch 0: |          | 1370/? [09:56<00:00,  2.30it/s]
Epoch 0: |          | 1371/? [09:57<00:00,  2.30it/s]
Epoch 0: |          | 1371/? [09:57<00:00,  2.30it/s]
Epoch 0: |          | 1372/? [09:57<00:00,  2.30it/s]
Epoch 0: |          | 1372/? [09:57<00:00,  2.30it/s]
Epoch 0: |          | 1373/? [09:58<00:00,  2.30it/s]
Epoch 0: |          | 1373/? [09:58<00:00,  2.30it/s]
Epoch 0: |          | 1374/? [09:58<00:00,  2.30it/s]
Epoch 0: |          | 1374/? [09:58<00:00,  2.30it/s]
Epoch 0: |          | 1375/? [09:58<00:00,  2.30it/s]
Epoch 0: |          | 1375/? [09:58<00:00,  2.30it/s]
Epoch 0: |          | 1376/? [09:59<00:00,  2.30it/s]
Epoch 0: |          | 1376/? [09:59<00:00,  2.30it/s]
Epoch 0: |          | 1377/? [09:59<00:00,  2.30it/s]
Epoch 0: |          | 1377/? [09:59<00:00,  2.30it/s]
Epoch 0: |          | 1378/? [10:00<00:00,  2.30it/s]
Epoch 0: |          | 1378/? [10:00<00:00,  2.30it/s]
Epoch 0: |          | 1379/? [10:00<00:00,  2.30it/s]
Epoch 0: |          | 1379/? [10:00<00:00,  2.30it/s]
Epoch 0: |          | 1380/? [10:00<00:00,  2.30it/s]
Epoch 0: |          | 1380/? [10:00<00:00,  2.30it/s]
Epoch 0: |          | 1381/? [10:01<00:00,  2.30it/s]
Epoch 0: |          | 1381/? [10:01<00:00,  2.30it/s]
Epoch 0: |          | 1382/? [10:01<00:00,  2.30it/s]
Epoch 0: |          | 1382/? [10:01<00:00,  2.30it/s]
Epoch 0: |          | 1383/? [10:02<00:00,  2.30it/s]
Epoch 0: |          | 1383/? [10:02<00:00,  2.30it/s]
Epoch 0: |          | 1384/? [10:02<00:00,  2.30it/s]
Epoch 0: |          | 1384/? [10:02<00:00,  2.30it/s]
Epoch 0: |          | 1385/? [10:02<00:00,  2.30it/s]
Epoch 0: |          | 1385/? [10:02<00:00,  2.30it/s]
Epoch 0: |          | 1386/? [10:03<00:00,  2.30it/s]
Epoch 0: |          | 1386/? [10:03<00:00,  2.30it/s]
Epoch 0: |          | 1387/? [10:03<00:00,  2.30it/s]
Epoch 0: |          | 1387/? [10:03<00:00,  2.30it/s]
Epoch 0: |          | 1388/? [10:03<00:00,  2.30it/s]
Epoch 0: |          | 1388/? [10:03<00:00,  2.30it/s]
Epoch 0: |          | 1389/? [10:04<00:00,  2.30it/s]
Epoch 0: |          | 1389/? [10:04<00:00,  2.30it/s]
Epoch 0: |          | 1390/? [10:04<00:00,  2.30it/s]
Epoch 0: |          | 1390/? [10:04<00:00,  2.30it/s]
Epoch 0: |          | 1391/? [10:05<00:00,  2.30it/s]
Epoch 0: |          | 1391/? [10:05<00:00,  2.30it/s]
Epoch 0: |          | 1392/? [10:05<00:00,  2.30it/s]
Epoch 0: |          | 1392/? [10:05<00:00,  2.30it/s]
Epoch 0: |          | 1393/? [10:05<00:00,  2.30it/s]
Epoch 0: |          | 1393/? [10:05<00:00,  2.30it/s]
Epoch 0: |          | 1394/? [10:06<00:00,  2.30it/s]
Epoch 0: |          | 1394/? [10:06<00:00,  2.30it/s]
Epoch 0: |          | 1395/? [10:06<00:00,  2.30it/s]
Epoch 0: |          | 1395/? [10:06<00:00,  2.30it/s]
Epoch 0: |          | 1396/? [10:07<00:00,  2.30it/s]
Epoch 0: |          | 1396/? [10:07<00:00,  2.30it/s]
Epoch 0: |          | 1397/? [10:07<00:00,  2.30it/s]
Epoch 0: |          | 1397/? [10:07<00:00,  2.30it/s]
Epoch 0: |          | 1398/? [10:07<00:00,  2.30it/s]
Epoch 0: |          | 1398/? [10:07<00:00,  2.30it/s]
Epoch 0: |          | 1399/? [10:08<00:00,  2.30it/s]
Epoch 0: |          | 1399/? [10:08<00:00,  2.30it/s]
Epoch 0: |          | 1400/? [10:08<00:00,  2.30it/s]
Epoch 0: |          | 1400/? [10:08<00:00,  2.30it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  6.05it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  6.15it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  6.09it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.15it/s]

Epoch 0: |          | 1400/? [10:09<00:00,  2.30it/s]
Epoch 0: |          | 1401/? [10:09<00:00,  2.30it/s]
Epoch 0: |          | 1401/? [10:09<00:00,  2.30it/s]
Epoch 0: |          | 1402/? [10:10<00:00,  2.30it/s]
Epoch 0: |          | 1402/? [10:10<00:00,  2.30it/s]
Epoch 0: |          | 1403/? [10:10<00:00,  2.30it/s]
Epoch 0: |          | 1403/? [10:10<00:00,  2.30it/s]
Epoch 0: |          | 1404/? [10:10<00:00,  2.30it/s]
Epoch 0: |          | 1404/? [10:10<00:00,  2.30it/s]
Epoch 0: |          | 1405/? [10:11<00:00,  2.30it/s]
Epoch 0: |          | 1405/? [10:11<00:00,  2.30it/s]
Epoch 0: |          | 1406/? [10:11<00:00,  2.30it/s]
Epoch 0: |          | 1406/? [10:11<00:00,  2.30it/s]
Epoch 0: |          | 1407/? [10:12<00:00,  2.30it/s]
Epoch 0: |          | 1407/? [10:12<00:00,  2.30it/s]
Epoch 0: |          | 1408/? [10:12<00:00,  2.30it/s]
Epoch 0: |          | 1408/? [10:12<00:00,  2.30it/s]
Epoch 0: |          | 1409/? [10:12<00:00,  2.30it/s]
Epoch 0: |          | 1409/? [10:12<00:00,  2.30it/s]
Epoch 0: |          | 1410/? [10:13<00:00,  2.30it/s]
Epoch 0: |          | 1410/? [10:13<00:00,  2.30it/s]
Epoch 0: |          | 1411/? [10:13<00:00,  2.30it/s]
Epoch 0: |          | 1411/? [10:13<00:00,  2.30it/s]
Epoch 0: |          | 1412/? [10:13<00:00,  2.30it/s]
Epoch 0: |          | 1412/? [10:13<00:00,  2.30it/s]
Epoch 0: |          | 1413/? [10:14<00:00,  2.30it/s]
Epoch 0: |          | 1413/? [10:14<00:00,  2.30it/s]
Epoch 0: |          | 1414/? [10:14<00:00,  2.30it/s]
Epoch 0: |          | 1414/? [10:14<00:00,  2.30it/s]
Epoch 0: |          | 1415/? [10:15<00:00,  2.30it/s]
Epoch 0: |          | 1415/? [10:15<00:00,  2.30it/s]
Epoch 0: |          | 1416/? [10:15<00:00,  2.30it/s]
Epoch 0: |          | 1416/? [10:15<00:00,  2.30it/s]
Epoch 0: |          | 1417/? [10:15<00:00,  2.30it/s]
Epoch 0: |          | 1417/? [10:15<00:00,  2.30it/s]
Epoch 0: |          | 1418/? [10:16<00:00,  2.30it/s]
Epoch 0: |          | 1418/? [10:16<00:00,  2.30it/s]
Epoch 0: |          | 1419/? [10:16<00:00,  2.30it/s]
Epoch 0: |          | 1419/? [10:16<00:00,  2.30it/s]
Epoch 0: |          | 1420/? [10:17<00:00,  2.30it/s]
Epoch 0: |          | 1420/? [10:17<00:00,  2.30it/s]
Epoch 0: |          | 1421/? [10:17<00:00,  2.30it/s]
Epoch 0: |          | 1421/? [10:17<00:00,  2.30it/s]
Epoch 0: |          | 1422/? [10:17<00:00,  2.30it/s]
Epoch 0: |          | 1422/? [10:17<00:00,  2.30it/s]
Epoch 0: |          | 1423/? [10:18<00:00,  2.30it/s]
Epoch 0: |          | 1423/? [10:18<00:00,  2.30it/s]
Epoch 0: |          | 1424/? [10:18<00:00,  2.30it/s]
Epoch 0: |          | 1424/? [10:18<00:00,  2.30it/s]
Epoch 0: |          | 1425/? [10:19<00:00,  2.30it/s]
Epoch 0: |          | 1425/? [10:19<00:00,  2.30it/s]
Epoch 0: |          | 1426/? [10:19<00:00,  2.30it/s]
Epoch 0: |          | 1426/? [10:19<00:00,  2.30it/s]
Epoch 0: |          | 1427/? [10:19<00:00,  2.30it/s]
Epoch 0: |          | 1427/? [10:19<00:00,  2.30it/s]
Epoch 0: |          | 1428/? [10:20<00:00,  2.30it/s]
Epoch 0: |          | 1428/? [10:20<00:00,  2.30it/s]
Epoch 0: |          | 1429/? [10:20<00:00,  2.30it/s]
Epoch 0: |          | 1429/? [10:20<00:00,  2.30it/s]
Epoch 0: |          | 1430/? [10:20<00:00,  2.30it/s]
Epoch 0: |          | 1430/? [10:20<00:00,  2.30it/s]
Epoch 0: |          | 1431/? [10:21<00:00,  2.30it/s]
Epoch 0: |          | 1431/? [10:21<00:00,  2.30it/s]
Epoch 0: |          | 1432/? [10:21<00:00,  2.30it/s]
Epoch 0: |          | 1432/? [10:21<00:00,  2.30it/s]
Epoch 0: |          | 1433/? [10:22<00:00,  2.30it/s]
Epoch 0: |          | 1433/? [10:22<00:00,  2.30it/s]
Epoch 0: |          | 1434/? [10:22<00:00,  2.30it/s]
Epoch 0: |          | 1434/? [10:22<00:00,  2.30it/s]
Epoch 0: |          | 1435/? [10:22<00:00,  2.30it/s]
Epoch 0: |          | 1435/? [10:22<00:00,  2.30it/s]
Epoch 0: |          | 1436/? [10:23<00:00,  2.30it/s]
Epoch 0: |          | 1436/? [10:23<00:00,  2.30it/s]
Epoch 0: |          | 1437/? [10:23<00:00,  2.30it/s]
Epoch 0: |          | 1437/? [10:23<00:00,  2.30it/s]
Epoch 0: |          | 1438/? [10:24<00:00,  2.30it/s]
Epoch 0: |          | 1438/? [10:24<00:00,  2.30it/s]
Epoch 0: |          | 1439/? [10:24<00:00,  2.30it/s]
Epoch 0: |          | 1439/? [10:24<00:00,  2.30it/s]
Epoch 0: |          | 1440/? [10:24<00:00,  2.30it/s]
Epoch 0: |          | 1440/? [10:24<00:00,  2.30it/s]
Epoch 0: |          | 1441/? [10:25<00:00,  2.30it/s]
Epoch 0: |          | 1441/? [10:25<00:00,  2.30it/s]
Epoch 0: |          | 1442/? [10:25<00:00,  2.30it/s]
Epoch 0: |          | 1442/? [10:25<00:00,  2.30it/s]
Epoch 0: |          | 1443/? [10:26<00:00,  2.31it/s]
Epoch 0: |          | 1443/? [10:26<00:00,  2.31it/s]
Epoch 0: |          | 1444/? [10:26<00:00,  2.31it/s]
Epoch 0: |          | 1444/? [10:26<00:00,  2.31it/s]
Epoch 0: |          | 1445/? [10:26<00:00,  2.31it/s]
Epoch 0: |          | 1445/? [10:26<00:00,  2.31it/s]
Epoch 0: |          | 1446/? [10:27<00:00,  2.31it/s]
Epoch 0: |          | 1446/? [10:27<00:00,  2.31it/s]
Epoch 0: |          | 1447/? [10:27<00:00,  2.31it/s]
Epoch 0: |          | 1447/? [10:27<00:00,  2.31it/s]
Epoch 0: |          | 1448/? [10:27<00:00,  2.31it/s]
Epoch 0: |          | 1448/? [10:27<00:00,  2.31it/s]
Epoch 0: |          | 1449/? [10:28<00:00,  2.31it/s]
Epoch 0: |          | 1449/? [10:28<00:00,  2.31it/s]
Epoch 0: |          | 1450/? [10:28<00:00,  2.31it/s]
Epoch 0: |          | 1450/? [10:28<00:00,  2.31it/s]
Epoch 0: |          | 1451/? [10:29<00:00,  2.31it/s]
Epoch 0: |          | 1451/? [10:29<00:00,  2.31it/s]
Epoch 0: |          | 1452/? [10:29<00:00,  2.31it/s]
Epoch 0: |          | 1452/? [10:29<00:00,  2.31it/s]
Epoch 0: |          | 1453/? [10:29<00:00,  2.31it/s]
Epoch 0: |          | 1453/? [10:29<00:00,  2.31it/s]
Epoch 0: |          | 1454/? [10:30<00:00,  2.31it/s]
Epoch 0: |          | 1454/? [10:30<00:00,  2.31it/s]
Epoch 0: |          | 1455/? [10:30<00:00,  2.31it/s]
Epoch 0: |          | 1455/? [10:30<00:00,  2.31it/s]
Epoch 0: |          | 1456/? [10:31<00:00,  2.31it/s]
Epoch 0: |          | 1456/? [10:31<00:00,  2.31it/s]
Epoch 0: |          | 1457/? [10:31<00:00,  2.31it/s]
Epoch 0: |          | 1457/? [10:31<00:00,  2.31it/s]
Epoch 0: |          | 1458/? [10:31<00:00,  2.31it/s]
Epoch 0: |          | 1458/? [10:31<00:00,  2.31it/s]
Epoch 0: |          | 1459/? [10:32<00:00,  2.31it/s]
Epoch 0: |          | 1459/? [10:32<00:00,  2.31it/s]
Epoch 0: |          | 1460/? [10:32<00:00,  2.31it/s]
Epoch 0: |          | 1460/? [10:32<00:00,  2.31it/s]
Epoch 0: |          | 1461/? [10:33<00:00,  2.31it/s]
Epoch 0: |          | 1461/? [10:33<00:00,  2.31it/s]
Epoch 0: |          | 1462/? [10:33<00:00,  2.31it/s]
Epoch 0: |          | 1462/? [10:33<00:00,  2.31it/s]
Epoch 0: |          | 1463/? [10:33<00:00,  2.31it/s]
Epoch 0: |          | 1463/? [10:33<00:00,  2.31it/s]
Epoch 0: |          | 1464/? [10:34<00:00,  2.31it/s]
Epoch 0: |          | 1464/? [10:34<00:00,  2.31it/s]
Epoch 0: |          | 1465/? [10:34<00:00,  2.31it/s]
Epoch 0: |          | 1465/? [10:34<00:00,  2.31it/s]
Epoch 0: |          | 1466/? [10:34<00:00,  2.31it/s]
Epoch 0: |          | 1466/? [10:34<00:00,  2.31it/s]
Epoch 0: |          | 1467/? [10:35<00:00,  2.31it/s]
Epoch 0: |          | 1467/? [10:35<00:00,  2.31it/s]
Epoch 0: |          | 1468/? [10:35<00:00,  2.31it/s]
Epoch 0: |          | 1468/? [10:35<00:00,  2.31it/s]
Epoch 0: |          | 1469/? [10:36<00:00,  2.31it/s]
Epoch 0: |          | 1469/? [10:36<00:00,  2.31it/s]
Epoch 0: |          | 1470/? [10:36<00:00,  2.31it/s]
Epoch 0: |          | 1470/? [10:36<00:00,  2.31it/s]
Epoch 0: |          | 1471/? [10:36<00:00,  2.31it/s]
Epoch 0: |          | 1471/? [10:36<00:00,  2.31it/s]
Epoch 0: |          | 1472/? [10:37<00:00,  2.31it/s]
Epoch 0: |          | 1472/? [10:37<00:00,  2.31it/s]
Epoch 0: |          | 1473/? [10:37<00:00,  2.31it/s]
Epoch 0: |          | 1473/? [10:37<00:00,  2.31it/s]
Epoch 0: |          | 1474/? [10:38<00:00,  2.31it/s]
Epoch 0: |          | 1474/? [10:38<00:00,  2.31it/s]
Epoch 0: |          | 1475/? [10:38<00:00,  2.31it/s]
Epoch 0: |          | 1475/? [10:38<00:00,  2.31it/s]
Epoch 0: |          | 1476/? [10:38<00:00,  2.31it/s]
Epoch 0: |          | 1476/? [10:38<00:00,  2.31it/s]
Epoch 0: |          | 1477/? [10:39<00:00,  2.31it/s]
Epoch 0: |          | 1477/? [10:39<00:00,  2.31it/s]
Epoch 0: |          | 1478/? [10:39<00:00,  2.31it/s]
Epoch 0: |          | 1478/? [10:39<00:00,  2.31it/s]
Epoch 0: |          | 1479/? [10:40<00:00,  2.31it/s]
Epoch 0: |          | 1479/? [10:40<00:00,  2.31it/s]
Epoch 0: |          | 1480/? [10:40<00:00,  2.31it/s]
Epoch 0: |          | 1480/? [10:40<00:00,  2.31it/s]
Epoch 0: |          | 1481/? [10:40<00:00,  2.31it/s]
Epoch 0: |          | 1481/? [10:40<00:00,  2.31it/s]
Epoch 0: |          | 1482/? [10:41<00:00,  2.31it/s]
Epoch 0: |          | 1482/? [10:41<00:00,  2.31it/s]
Epoch 0: |          | 1483/? [10:41<00:00,  2.31it/s]
Epoch 0: |          | 1483/? [10:41<00:00,  2.31it/s]
Epoch 0: |          | 1484/? [10:41<00:00,  2.31it/s]
Epoch 0: |          | 1484/? [10:41<00:00,  2.31it/s]
Epoch 0: |          | 1485/? [10:42<00:00,  2.31it/s]
Epoch 0: |          | 1485/? [10:42<00:00,  2.31it/s]
Epoch 0: |          | 1486/? [10:42<00:00,  2.31it/s]
Epoch 0: |          | 1486/? [10:42<00:00,  2.31it/s]
Epoch 0: |          | 1487/? [10:43<00:00,  2.31it/s]
Epoch 0: |          | 1487/? [10:43<00:00,  2.31it/s]
Epoch 0: |          | 1488/? [10:43<00:00,  2.31it/s]
Epoch 0: |          | 1488/? [10:43<00:00,  2.31it/s]
Epoch 0: |          | 1489/? [10:43<00:00,  2.31it/s]
Epoch 0: |          | 1489/? [10:43<00:00,  2.31it/s]
Epoch 0: |          | 1490/? [10:44<00:00,  2.31it/s]
Epoch 0: |          | 1490/? [10:44<00:00,  2.31it/s]
Epoch 0: |          | 1491/? [10:44<00:00,  2.31it/s]
Epoch 0: |          | 1491/? [10:44<00:00,  2.31it/s]
Epoch 0: |          | 1492/? [10:45<00:00,  2.31it/s]
Epoch 0: |          | 1492/? [10:45<00:00,  2.31it/s]
Epoch 0: |          | 1493/? [10:45<00:00,  2.31it/s]
Epoch 0: |          | 1493/? [10:45<00:00,  2.31it/s]
Epoch 0: |          | 1494/? [10:45<00:00,  2.31it/s]
Epoch 0: |          | 1494/? [10:45<00:00,  2.31it/s]
Epoch 0: |          | 1495/? [10:46<00:00,  2.31it/s]
Epoch 0: |          | 1495/? [10:46<00:00,  2.31it/s]
Epoch 0: |          | 1496/? [10:46<00:00,  2.31it/s]
Epoch 0: |          | 1496/? [10:46<00:00,  2.31it/s]
Epoch 0: |          | 1497/? [10:47<00:00,  2.31it/s]
Epoch 0: |          | 1497/? [10:47<00:00,  2.31it/s]
Epoch 0: |          | 1498/? [10:47<00:00,  2.31it/s]
Epoch 0: |          | 1498/? [10:47<00:00,  2.31it/s]
Epoch 0: |          | 1499/? [10:47<00:00,  2.31it/s]
Epoch 0: |          | 1499/? [10:47<00:00,  2.31it/s]
Epoch 0: |          | 1500/? [10:48<00:00,  2.31it/s]
Epoch 0: |          | 1500/? [10:48<00:00,  2.31it/s]
Epoch 0: |          | 1501/? [10:48<00:00,  2.31it/s]
Epoch 0: |          | 1501/? [10:48<00:00,  2.31it/s]
Epoch 0: |          | 1502/? [10:48<00:00,  2.31it/s]
Epoch 0: |          | 1502/? [10:48<00:00,  2.31it/s]
Epoch 0: |          | 1503/? [10:49<00:00,  2.31it/s]
Epoch 0: |          | 1503/? [10:49<00:00,  2.31it/s]
Epoch 0: |          | 1504/? [10:49<00:00,  2.31it/s]
Epoch 0: |          | 1504/? [10:49<00:00,  2.31it/s]
Epoch 0: |          | 1505/? [10:50<00:00,  2.31it/s]
Epoch 0: |          | 1505/? [10:50<00:00,  2.31it/s]
Epoch 0: |          | 1506/? [10:50<00:00,  2.31it/s]
Epoch 0: |          | 1506/? [10:50<00:00,  2.31it/s]
Epoch 0: |          | 1507/? [10:50<00:00,  2.32it/s]
Epoch 0: |          | 1507/? [10:50<00:00,  2.32it/s]
Epoch 0: |          | 1508/? [10:51<00:00,  2.32it/s]
Epoch 0: |          | 1508/? [10:51<00:00,  2.32it/s]
Epoch 0: |          | 1509/? [10:51<00:00,  2.32it/s]
Epoch 0: |          | 1509/? [10:51<00:00,  2.32it/s]
Epoch 0: |          | 1510/? [10:52<00:00,  2.32it/s]
Epoch 0: |          | 1510/? [10:52<00:00,  2.32it/s]
Epoch 0: |          | 1511/? [10:52<00:00,  2.32it/s]
Epoch 0: |          | 1511/? [10:52<00:00,  2.32it/s]
Epoch 0: |          | 1512/? [10:52<00:00,  2.32it/s]
Epoch 0: |          | 1512/? [10:52<00:00,  2.32it/s]
Epoch 0: |          | 1513/? [10:53<00:00,  2.32it/s]
Epoch 0: |          | 1513/? [10:53<00:00,  2.32it/s]
Epoch 0: |          | 1514/? [10:53<00:00,  2.32it/s]
Epoch 0: |          | 1514/? [10:53<00:00,  2.32it/s]
Epoch 0: |          | 1515/? [10:54<00:00,  2.32it/s]
Epoch 0: |          | 1515/? [10:54<00:00,  2.32it/s]
Epoch 0: |          | 1516/? [10:54<00:00,  2.32it/s]
Epoch 0: |          | 1516/? [10:54<00:00,  2.32it/s]
Epoch 0: |          | 1517/? [10:54<00:00,  2.32it/s]
Epoch 0: |          | 1517/? [10:54<00:00,  2.32it/s]
Epoch 0: |          | 1518/? [10:55<00:00,  2.32it/s]
Epoch 0: |          | 1518/? [10:55<00:00,  2.32it/s]
Epoch 0: |          | 1519/? [10:55<00:00,  2.32it/s]
Epoch 0: |          | 1519/? [10:55<00:00,  2.32it/s]
Epoch 0: |          | 1520/? [10:56<00:00,  2.32it/s]
Epoch 0: |          | 1520/? [10:56<00:00,  2.32it/s]
Epoch 0: |          | 1521/? [10:56<00:00,  2.32it/s]
Epoch 0: |          | 1521/? [10:56<00:00,  2.32it/s]
Epoch 0: |          | 1522/? [10:56<00:00,  2.32it/s]
Epoch 0: |          | 1522/? [10:56<00:00,  2.32it/s]
Epoch 0: |          | 1523/? [10:57<00:00,  2.32it/s]
Epoch 0: |          | 1523/? [10:57<00:00,  2.32it/s]
Epoch 0: |          | 1524/? [10:57<00:00,  2.32it/s]
Epoch 0: |          | 1524/? [10:57<00:00,  2.32it/s]
Epoch 0: |          | 1525/? [10:58<00:00,  2.32it/s]
Epoch 0: |          | 1525/? [10:58<00:00,  2.32it/s]
Epoch 0: |          | 1526/? [10:58<00:00,  2.32it/s]
Epoch 0: |          | 1526/? [10:58<00:00,  2.32it/s]
Epoch 0: |          | 1527/? [10:58<00:00,  2.32it/s]
Epoch 0: |          | 1527/? [10:58<00:00,  2.32it/s]
Epoch 0: |          | 1528/? [10:59<00:00,  2.32it/s]
Epoch 0: |          | 1528/? [10:59<00:00,  2.32it/s]
Epoch 0: |          | 1529/? [10:59<00:00,  2.32it/s]
Epoch 0: |          | 1529/? [10:59<00:00,  2.32it/s]
Epoch 0: |          | 1530/? [10:59<00:00,  2.32it/s]
Epoch 0: |          | 1530/? [10:59<00:00,  2.32it/s]
Epoch 0: |          | 1531/? [11:00<00:00,  2.32it/s]
Epoch 0: |          | 1531/? [11:00<00:00,  2.32it/s]
Epoch 0: |          | 1532/? [11:00<00:00,  2.32it/s]
Epoch 0: |          | 1532/? [11:00<00:00,  2.32it/s]
Epoch 0: |          | 1533/? [11:01<00:00,  2.32it/s]
Epoch 0: |          | 1533/? [11:01<00:00,  2.32it/s]
Epoch 0: |          | 1534/? [11:01<00:00,  2.32it/s]
Epoch 0: |          | 1534/? [11:01<00:00,  2.32it/s]
Epoch 0: |          | 1535/? [11:01<00:00,  2.32it/s]
Epoch 0: |          | 1535/? [11:01<00:00,  2.32it/s]
Epoch 0: |          | 1536/? [11:02<00:00,  2.32it/s]
Epoch 0: |          | 1536/? [11:02<00:00,  2.32it/s]
Epoch 0: |          | 1537/? [11:02<00:00,  2.32it/s]
Epoch 0: |          | 1537/? [11:02<00:00,  2.32it/s]
Epoch 0: |          | 1538/? [11:03<00:00,  2.32it/s]
Epoch 0: |          | 1538/? [11:03<00:00,  2.32it/s]
Epoch 0: |          | 1539/? [11:03<00:00,  2.32it/s]
Epoch 0: |          | 1539/? [11:03<00:00,  2.32it/s]
Epoch 0: |          | 1540/? [11:03<00:00,  2.32it/s]
Epoch 0: |          | 1540/? [11:03<00:00,  2.32it/s]
Epoch 0: |          | 1541/? [11:04<00:00,  2.32it/s]
Epoch 0: |          | 1541/? [11:04<00:00,  2.32it/s]
Epoch 0: |          | 1542/? [11:04<00:00,  2.32it/s]
Epoch 0: |          | 1542/? [11:04<00:00,  2.32it/s]
Epoch 0: |          | 1543/? [11:05<00:00,  2.32it/s]
Epoch 0: |          | 1543/? [11:05<00:00,  2.32it/s]
Epoch 0: |          | 1544/? [11:05<00:00,  2.32it/s]
Epoch 0: |          | 1544/? [11:05<00:00,  2.32it/s]
Epoch 0: |          | 1545/? [11:05<00:00,  2.32it/s]
Epoch 0: |          | 1545/? [11:05<00:00,  2.32it/s]
Epoch 0: |          | 1546/? [11:06<00:00,  2.32it/s]
Epoch 0: |          | 1546/? [11:06<00:00,  2.32it/s]
Epoch 0: |          | 1547/? [11:06<00:00,  2.32it/s]
Epoch 0: |          | 1547/? [11:06<00:00,  2.32it/s]
Epoch 0: |          | 1548/? [11:07<00:00,  2.32it/s]
Epoch 0: |          | 1548/? [11:07<00:00,  2.32it/s]
Epoch 0: |          | 1549/? [11:07<00:00,  2.32it/s]
Epoch 0: |          | 1549/? [11:07<00:00,  2.32it/s]
Epoch 0: |          | 1550/? [11:07<00:00,  2.32it/s]
Epoch 0: |          | 1550/? [11:07<00:00,  2.32it/s]
Epoch 0: |          | 1551/? [11:08<00:00,  2.32it/s]
Epoch 0: |          | 1551/? [11:08<00:00,  2.32it/s]
Epoch 0: |          | 1552/? [11:08<00:00,  2.32it/s]
Epoch 0: |          | 1552/? [11:08<00:00,  2.32it/s]
Epoch 0: |          | 1553/? [11:08<00:00,  2.32it/s]
Epoch 0: |          | 1553/? [11:08<00:00,  2.32it/s]
Epoch 0: |          | 1554/? [11:09<00:00,  2.32it/s]
Epoch 0: |          | 1554/? [11:09<00:00,  2.32it/s]
Epoch 0: |          | 1555/? [11:09<00:00,  2.32it/s]
Epoch 0: |          | 1555/? [11:09<00:00,  2.32it/s]
Epoch 0: |          | 1556/? [11:10<00:00,  2.32it/s]
Epoch 0: |          | 1556/? [11:10<00:00,  2.32it/s]
Epoch 0: |          | 1557/? [11:10<00:00,  2.32it/s]
Epoch 0: |          | 1557/? [11:10<00:00,  2.32it/s]
Epoch 0: |          | 1558/? [11:10<00:00,  2.32it/s]
Epoch 0: |          | 1558/? [11:10<00:00,  2.32it/s]
Epoch 0: |          | 1559/? [11:11<00:00,  2.32it/s]
Epoch 0: |          | 1559/? [11:11<00:00,  2.32it/s]
Epoch 0: |          | 1560/? [11:11<00:00,  2.32it/s]
Epoch 0: |          | 1560/? [11:11<00:00,  2.32it/s]
Epoch 0: |          | 1561/? [11:12<00:00,  2.32it/s]
Epoch 0: |          | 1561/? [11:12<00:00,  2.32it/s]
Epoch 0: |          | 1562/? [11:12<00:00,  2.32it/s]
Epoch 0: |          | 1562/? [11:12<00:00,  2.32it/s]
Epoch 0: |          | 1563/? [11:12<00:00,  2.32it/s]
Epoch 0: |          | 1563/? [11:12<00:00,  2.32it/s]
Epoch 0: |          | 1564/? [11:13<00:00,  2.32it/s]
Epoch 0: |          | 1564/? [11:13<00:00,  2.32it/s]
Epoch 0: |          | 1565/? [11:13<00:00,  2.32it/s]
Epoch 0: |          | 1565/? [11:13<00:00,  2.32it/s]
Epoch 0: |          | 1566/? [11:14<00:00,  2.32it/s]
Epoch 0: |          | 1566/? [11:14<00:00,  2.32it/s]
Epoch 0: |          | 1567/? [11:14<00:00,  2.32it/s]
Epoch 0: |          | 1567/? [11:14<00:00,  2.32it/s]
Epoch 0: |          | 1568/? [11:14<00:00,  2.32it/s]
Epoch 0: |          | 1568/? [11:14<00:00,  2.32it/s]
Epoch 0: |          | 1569/? [11:15<00:00,  2.32it/s]
Epoch 0: |          | 1569/? [11:15<00:00,  2.32it/s]
Epoch 0: |          | 1570/? [11:15<00:00,  2.32it/s]
Epoch 0: |          | 1570/? [11:15<00:00,  2.32it/s]
Epoch 0: |          | 1571/? [11:15<00:00,  2.32it/s]
Epoch 0: |          | 1571/? [11:15<00:00,  2.32it/s]
Epoch 0: |          | 1572/? [11:16<00:00,  2.32it/s]
Epoch 0: |          | 1572/? [11:16<00:00,  2.32it/s]
Epoch 0: |          | 1573/? [11:16<00:00,  2.32it/s]
Epoch 0: |          | 1573/? [11:16<00:00,  2.32it/s]
Epoch 0: |          | 1574/? [11:17<00:00,  2.32it/s]
Epoch 0: |          | 1574/? [11:17<00:00,  2.32it/s]
Epoch 0: |          | 1575/? [11:17<00:00,  2.32it/s]
Epoch 0: |          | 1575/? [11:17<00:00,  2.32it/s]
Epoch 0: |          | 1576/? [11:17<00:00,  2.32it/s]
Epoch 0: |          | 1576/? [11:17<00:00,  2.32it/s]
Epoch 0: |          | 1577/? [11:18<00:00,  2.32it/s]
Epoch 0: |          | 1577/? [11:18<00:00,  2.32it/s]
Epoch 0: |          | 1578/? [11:18<00:00,  2.33it/s]
Epoch 0: |          | 1578/? [11:18<00:00,  2.33it/s]
Epoch 0: |          | 1579/? [11:19<00:00,  2.33it/s]
Epoch 0: |          | 1579/? [11:19<00:00,  2.33it/s]
Epoch 0: |          | 1580/? [11:19<00:00,  2.33it/s]
Epoch 0: |          | 1580/? [11:19<00:00,  2.33it/s]
Epoch 0: |          | 1581/? [11:19<00:00,  2.33it/s]
Epoch 0: |          | 1581/? [11:19<00:00,  2.33it/s]
Epoch 0: |          | 1582/? [11:20<00:00,  2.33it/s]
Epoch 0: |          | 1582/? [11:20<00:00,  2.33it/s]
Epoch 0: |          | 1583/? [11:20<00:00,  2.33it/s]
Epoch 0: |          | 1583/? [11:20<00:00,  2.33it/s]
Epoch 0: |          | 1584/? [11:21<00:00,  2.33it/s]
Epoch 0: |          | 1584/? [11:21<00:00,  2.33it/s]
Epoch 0: |          | 1585/? [11:21<00:00,  2.33it/s]
Epoch 0: |          | 1585/? [11:21<00:00,  2.33it/s]
Epoch 0: |          | 1586/? [11:21<00:00,  2.33it/s]
Epoch 0: |          | 1586/? [11:21<00:00,  2.33it/s]
Epoch 0: |          | 1587/? [11:22<00:00,  2.33it/s]
Epoch 0: |          | 1587/? [11:22<00:00,  2.33it/s]
Epoch 0: |          | 1588/? [11:22<00:00,  2.33it/s]
Epoch 0: |          | 1588/? [11:22<00:00,  2.33it/s]
Epoch 0: |          | 1589/? [11:22<00:00,  2.33it/s]
Epoch 0: |          | 1589/? [11:22<00:00,  2.33it/s]
Epoch 0: |          | 1590/? [11:23<00:00,  2.33it/s]
Epoch 0: |          | 1590/? [11:23<00:00,  2.33it/s]
Epoch 0: |          | 1591/? [11:23<00:00,  2.33it/s]
Epoch 0: |          | 1591/? [11:23<00:00,  2.33it/s]
Epoch 0: |          | 1592/? [11:24<00:00,  2.33it/s]
Epoch 0: |          | 1592/? [11:24<00:00,  2.33it/s]
Epoch 0: |          | 1593/? [11:24<00:00,  2.33it/s]
Epoch 0: |          | 1593/? [11:24<00:00,  2.33it/s]
Epoch 0: |          | 1594/? [11:24<00:00,  2.33it/s]
Epoch 0: |          | 1594/? [11:24<00:00,  2.33it/s]
Epoch 0: |          | 1595/? [11:25<00:00,  2.33it/s]
Epoch 0: |          | 1595/? [11:25<00:00,  2.33it/s]
Epoch 0: |          | 1596/? [11:25<00:00,  2.33it/s]
Epoch 0: |          | 1596/? [11:25<00:00,  2.33it/s]
Epoch 0: |          | 1597/? [11:26<00:00,  2.33it/s]
Epoch 0: |          | 1597/? [11:26<00:00,  2.33it/s]
Epoch 0: |          | 1598/? [11:26<00:00,  2.33it/s]
Epoch 0: |          | 1598/? [11:26<00:00,  2.33it/s]
Epoch 0: |          | 1599/? [11:26<00:00,  2.33it/s]
Epoch 0: |          | 1599/? [11:26<00:00,  2.33it/s]
Epoch 0: |          | 1600/? [11:27<00:00,  2.33it/s]
Epoch 0: |          | 1600/? [11:27<00:00,  2.33it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  6.18it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  6.22it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  6.20it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.18it/s]

Epoch 0: |          | 1600/? [11:27<00:00,  2.33it/s]
Epoch 0: |          | 1601/? [11:28<00:00,  2.33it/s]
Epoch 0: |          | 1601/? [11:28<00:00,  2.33it/s]
Epoch 0: |          | 1602/? [11:28<00:00,  2.33it/s]
Epoch 0: |          | 1602/? [11:28<00:00,  2.33it/s]
Epoch 0: |          | 1603/? [11:29<00:00,  2.33it/s]
Epoch 0: |          | 1603/? [11:29<00:00,  2.33it/s]
Epoch 0: |          | 1604/? [11:29<00:00,  2.33it/s]
Epoch 0: |          | 1604/? [11:29<00:00,  2.33it/s]
Epoch 0: |          | 1605/? [11:29<00:00,  2.33it/s]
Epoch 0: |          | 1605/? [11:29<00:00,  2.33it/s]
Epoch 0: |          | 1606/? [11:30<00:00,  2.33it/s]
Epoch 0: |          | 1606/? [11:30<00:00,  2.33it/s]
Epoch 0: |          | 1607/? [11:30<00:00,  2.33it/s]
Epoch 0: |          | 1607/? [11:30<00:00,  2.33it/s]
Epoch 0: |          | 1608/? [11:30<00:00,  2.33it/s]
Epoch 0: |          | 1608/? [11:30<00:00,  2.33it/s]
Epoch 0: |          | 1609/? [11:31<00:00,  2.33it/s]
Epoch 0: |          | 1609/? [11:31<00:00,  2.33it/s]
Epoch 0: |          | 1610/? [11:31<00:00,  2.33it/s]
Epoch 0: |          | 1610/? [11:31<00:00,  2.33it/s]
Epoch 0: |          | 1611/? [11:32<00:00,  2.33it/s]
Epoch 0: |          | 1611/? [11:32<00:00,  2.33it/s]
Epoch 0: |          | 1612/? [11:32<00:00,  2.33it/s]
Epoch 0: |          | 1612/? [11:32<00:00,  2.33it/s]
Epoch 0: |          | 1613/? [11:32<00:00,  2.33it/s]
Epoch 0: |          | 1613/? [11:32<00:00,  2.33it/s]
Epoch 0: |          | 1614/? [11:33<00:00,  2.33it/s]
Epoch 0: |          | 1614/? [11:33<00:00,  2.33it/s]
Epoch 0: |          | 1615/? [11:33<00:00,  2.33it/s]
Epoch 0: |          | 1615/? [11:33<00:00,  2.33it/s]
Epoch 0: |          | 1616/? [11:34<00:00,  2.33it/s]
Epoch 0: |          | 1616/? [11:34<00:00,  2.33it/s]
Epoch 0: |          | 1617/? [11:34<00:00,  2.33it/s]
Epoch 0: |          | 1617/? [11:34<00:00,  2.33it/s]
Epoch 0: |          | 1618/? [11:34<00:00,  2.33it/s]
Epoch 0: |          | 1618/? [11:34<00:00,  2.33it/s]
Epoch 0: |          | 1619/? [11:35<00:00,  2.33it/s]
Epoch 0: |          | 1619/? [11:35<00:00,  2.33it/s]
Epoch 0: |          | 1620/? [11:35<00:00,  2.33it/s]
Epoch 0: |          | 1620/? [11:35<00:00,  2.33it/s]
Epoch 0: |          | 1621/? [11:36<00:00,  2.33it/s]
Epoch 0: |          | 1621/? [11:36<00:00,  2.33it/s]
Epoch 0: |          | 1622/? [11:36<00:00,  2.33it/s]
Epoch 0: |          | 1622/? [11:36<00:00,  2.33it/s]
Epoch 0: |          | 1623/? [11:36<00:00,  2.33it/s]
Epoch 0: |          | 1623/? [11:36<00:00,  2.33it/s]
Epoch 0: |          | 1624/? [11:37<00:00,  2.33it/s]
Epoch 0: |          | 1624/? [11:37<00:00,  2.33it/s]
Epoch 0: |          | 1625/? [11:37<00:00,  2.33it/s]
Epoch 0: |          | 1625/? [11:37<00:00,  2.33it/s]
Epoch 0: |          | 1626/? [11:38<00:00,  2.33it/s]
Epoch 0: |          | 1626/? [11:38<00:00,  2.33it/s]
Epoch 0: |          | 1627/? [11:38<00:00,  2.33it/s]
Epoch 0: |          | 1627/? [11:38<00:00,  2.33it/s]
Epoch 0: |          | 1628/? [11:38<00:00,  2.33it/s]
Epoch 0: |          | 1628/? [11:38<00:00,  2.33it/s]
Epoch 0: |          | 1629/? [11:39<00:00,  2.33it/s]
Epoch 0: |          | 1629/? [11:39<00:00,  2.33it/s]
Epoch 0: |          | 1630/? [11:39<00:00,  2.33it/s]
Epoch 0: |          | 1630/? [11:39<00:00,  2.33it/s]
Epoch 0: |          | 1631/? [11:39<00:00,  2.33it/s]
Epoch 0: |          | 1631/? [11:39<00:00,  2.33it/s]
Epoch 0: |          | 1632/? [11:40<00:00,  2.33it/s]
Epoch 0: |          | 1632/? [11:40<00:00,  2.33it/s]
Epoch 0: |          | 1633/? [11:40<00:00,  2.33it/s]
Epoch 0: |          | 1633/? [11:40<00:00,  2.33it/s]
Epoch 0: |          | 1634/? [11:41<00:00,  2.33it/s]
Epoch 0: |          | 1634/? [11:41<00:00,  2.33it/s]
Epoch 0: |          | 1635/? [11:41<00:00,  2.33it/s]
Epoch 0: |          | 1635/? [11:41<00:00,  2.33it/s]
Epoch 0: |          | 1636/? [11:41<00:00,  2.33it/s]
Epoch 0: |          | 1636/? [11:41<00:00,  2.33it/s]
Epoch 0: |          | 1637/? [11:42<00:00,  2.33it/s]
Epoch 0: |          | 1637/? [11:42<00:00,  2.33it/s]
Epoch 0: |          | 1638/? [11:42<00:00,  2.33it/s]
Epoch 0: |          | 1638/? [11:42<00:00,  2.33it/s]
Epoch 0: |          | 1639/? [11:43<00:00,  2.33it/s]
Epoch 0: |          | 1639/? [11:43<00:00,  2.33it/s]
Epoch 0: |          | 1640/? [11:43<00:00,  2.33it/s]
Epoch 0: |          | 1640/? [11:43<00:00,  2.33it/s]
Epoch 0: |          | 1641/? [11:44<00:00,  2.33it/s]
Epoch 0: |          | 1641/? [11:44<00:00,  2.33it/s]
Epoch 0: |          | 1642/? [11:44<00:00,  2.33it/s]
Epoch 0: |          | 1642/? [11:44<00:00,  2.33it/s]
Epoch 0: |          | 1643/? [11:44<00:00,  2.33it/s]
Epoch 0: |          | 1643/? [11:44<00:00,  2.33it/s]
Epoch 0: |          | 1644/? [11:45<00:00,  2.33it/s]
Epoch 0: |          | 1644/? [11:45<00:00,  2.33it/s]
Epoch 0: |          | 1645/? [11:45<00:00,  2.33it/s]
Epoch 0: |          | 1645/? [11:45<00:00,  2.33it/s]
Epoch 0: |          | 1646/? [11:45<00:00,  2.33it/s]
Epoch 0: |          | 1646/? [11:45<00:00,  2.33it/s]
Epoch 0: |          | 1647/? [11:46<00:00,  2.33it/s]
Epoch 0: |          | 1647/? [11:46<00:00,  2.33it/s]
Epoch 0: |          | 1648/? [11:46<00:00,  2.33it/s]
Epoch 0: |          | 1648/? [11:46<00:00,  2.33it/s]
Epoch 0: |          | 1649/? [11:47<00:00,  2.33it/s]
Epoch 0: |          | 1649/? [11:47<00:00,  2.33it/s]
Epoch 0: |          | 1650/? [11:47<00:00,  2.33it/s]
Epoch 0: |          | 1650/? [11:47<00:00,  2.33it/s]
Epoch 0: |          | 1651/? [11:47<00:00,  2.33it/s]
Epoch 0: |          | 1651/? [11:47<00:00,  2.33it/s]
Epoch 0: |          | 1652/? [11:48<00:00,  2.33it/s]
Epoch 0: |          | 1652/? [11:48<00:00,  2.33it/s]
Epoch 0: |          | 1653/? [11:48<00:00,  2.33it/s]
Epoch 0: |          | 1653/? [11:48<00:00,  2.33it/s]
Epoch 0: |          | 1654/? [11:49<00:00,  2.33it/s]
Epoch 0: |          | 1654/? [11:49<00:00,  2.33it/s]
Epoch 0: |          | 1655/? [11:49<00:00,  2.33it/s]
Epoch 0: |          | 1655/? [11:49<00:00,  2.33it/s]
Epoch 0: |          | 1656/? [11:49<00:00,  2.33it/s]
Epoch 0: |          | 1656/? [11:49<00:00,  2.33it/s]
Epoch 0: |          | 1657/? [11:50<00:00,  2.33it/s]
Epoch 0: |          | 1657/? [11:50<00:00,  2.33it/s]
Epoch 0: |          | 1658/? [11:50<00:00,  2.33it/s]
Epoch 0: |          | 1658/? [11:50<00:00,  2.33it/s]
Epoch 0: |          | 1659/? [11:51<00:00,  2.33it/s]
Epoch 0: |          | 1659/? [11:51<00:00,  2.33it/s]
Epoch 0: |          | 1660/? [11:51<00:00,  2.33it/s]
Epoch 0: |          | 1660/? [11:51<00:00,  2.33it/s]
Epoch 0: |          | 1661/? [11:51<00:00,  2.33it/s]
Epoch 0: |          | 1661/? [11:51<00:00,  2.33it/s]
Epoch 0: |          | 1662/? [11:52<00:00,  2.33it/s]
Epoch 0: |          | 1662/? [11:52<00:00,  2.33it/s]
Epoch 0: |          | 1663/? [11:52<00:00,  2.33it/s]
Epoch 0: |          | 1663/? [11:52<00:00,  2.33it/s]
Epoch 0: |          | 1664/? [11:52<00:00,  2.33it/s]
Epoch 0: |          | 1664/? [11:52<00:00,  2.33it/s]
Epoch 0: |          | 1665/? [11:53<00:00,  2.33it/s]
Epoch 0: |          | 1665/? [11:53<00:00,  2.33it/s]
Epoch 0: |          | 1666/? [11:53<00:00,  2.33it/s]
Epoch 0: |          | 1666/? [11:53<00:00,  2.33it/s]
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Epoch 0: |          | 1683/? [12:00<00:00,  2.34it/s]
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Epoch 0: |          | 1689/? [12:02<00:00,  2.34it/s]
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Epoch 0: |          | 1690/? [12:03<00:00,  2.34it/s]
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Epoch 0: |          | 1691/? [12:03<00:00,  2.34it/s]
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Epoch 0: |          | 1692/? [12:03<00:00,  2.34it/s]
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Epoch 0: |          | 1693/? [12:04<00:00,  2.34it/s]
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Epoch 0: |          | 1694/? [12:04<00:00,  2.34it/s]
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Epoch 0: |          | 1695/? [12:04<00:00,  2.34it/s]
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Epoch 0: |          | 1696/? [12:05<00:00,  2.34it/s]
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Epoch 0: |          | 1697/? [12:05<00:00,  2.34it/s]
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Epoch 0: |          | 1698/? [12:06<00:00,  2.34it/s]
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Epoch 0: |          | 1699/? [12:06<00:00,  2.34it/s]
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Epoch 0: |          | 1700/? [12:06<00:00,  2.34it/s]
Epoch 0: |          | 1700/? [12:06<00:00,  2.34it/s]
Epoch 0: |          | 1701/? [12:07<00:00,  2.34it/s]
Epoch 0: |          | 1701/? [12:07<00:00,  2.34it/s]
Epoch 0: |          | 1702/? [12:07<00:00,  2.34it/s]
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Epoch 0: |          | 1703/? [12:08<00:00,  2.34it/s]
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Epoch 0: |          | 1704/? [12:08<00:00,  2.34it/s]
Epoch 0: |          | 1704/? [12:08<00:00,  2.34it/s]
Epoch 0: |          | 1705/? [12:08<00:00,  2.34it/s]
Epoch 0: |          | 1705/? [12:08<00:00,  2.34it/s]
Epoch 0: |          | 1706/? [12:09<00:00,  2.34it/s]
Epoch 0: |          | 1706/? [12:09<00:00,  2.34it/s]
Epoch 0: |          | 1707/? [12:09<00:00,  2.34it/s]
Epoch 0: |          | 1707/? [12:09<00:00,  2.34it/s]
Epoch 0: |          | 1708/? [12:09<00:00,  2.34it/s]
Epoch 0: |          | 1708/? [12:09<00:00,  2.34it/s]
Epoch 0: |          | 1709/? [12:10<00:00,  2.34it/s]
Epoch 0: |          | 1709/? [12:10<00:00,  2.34it/s]
Epoch 0: |          | 1710/? [12:10<00:00,  2.34it/s]
Epoch 0: |          | 1710/? [12:10<00:00,  2.34it/s]
Epoch 0: |          | 1711/? [12:11<00:00,  2.34it/s]
Epoch 0: |          | 1711/? [12:11<00:00,  2.34it/s]
Epoch 0: |          | 1712/? [12:11<00:00,  2.34it/s]
Epoch 0: |          | 1712/? [12:11<00:00,  2.34it/s]
Epoch 0: |          | 1713/? [12:11<00:00,  2.34it/s]
Epoch 0: |          | 1713/? [12:11<00:00,  2.34it/s]
Epoch 0: |          | 1714/? [12:12<00:00,  2.34it/s]
Epoch 0: |          | 1714/? [12:12<00:00,  2.34it/s]
Epoch 0: |          | 1715/? [12:12<00:00,  2.34it/s]
Epoch 0: |          | 1715/? [12:12<00:00,  2.34it/s]
Epoch 0: |          | 1716/? [12:13<00:00,  2.34it/s]
Epoch 0: |          | 1716/? [12:13<00:00,  2.34it/s]
Epoch 0: |          | 1717/? [12:13<00:00,  2.34it/s]
Epoch 0: |          | 1717/? [12:13<00:00,  2.34it/s]
Epoch 0: |          | 1718/? [12:13<00:00,  2.34it/s]
Epoch 0: |          | 1718/? [12:13<00:00,  2.34it/s]
Epoch 0: |          | 1719/? [12:14<00:00,  2.34it/s]
Epoch 0: |          | 1719/? [12:14<00:00,  2.34it/s]
Epoch 0: |          | 1720/? [12:14<00:00,  2.34it/s]
Epoch 0: |          | 1720/? [12:14<00:00,  2.34it/s]
Epoch 0: |          | 1721/? [12:14<00:00,  2.34it/s]
Epoch 0: |          | 1721/? [12:14<00:00,  2.34it/s]
Epoch 0: |          | 1722/? [12:15<00:00,  2.34it/s]
Epoch 0: |          | 1722/? [12:15<00:00,  2.34it/s]
Epoch 0: |          | 1723/? [12:15<00:00,  2.34it/s]
Epoch 0: |          | 1723/? [12:15<00:00,  2.34it/s]
Epoch 0: |          | 1724/? [12:16<00:00,  2.34it/s]
Epoch 0: |          | 1724/? [12:16<00:00,  2.34it/s]
Epoch 0: |          | 1725/? [12:16<00:00,  2.34it/s]
Epoch 0: |          | 1725/? [12:16<00:00,  2.34it/s]
Epoch 0: |          | 1726/? [12:16<00:00,  2.34it/s]
Epoch 0: |          | 1726/? [12:16<00:00,  2.34it/s]
Epoch 0: |          | 1727/? [12:17<00:00,  2.34it/s]
Epoch 0: |          | 1727/? [12:17<00:00,  2.34it/s]
Epoch 0: |          | 1728/? [12:17<00:00,  2.34it/s]
Epoch 0: |          | 1728/? [12:17<00:00,  2.34it/s]
Epoch 0: |          | 1729/? [12:18<00:00,  2.34it/s]
Epoch 0: |          | 1729/? [12:18<00:00,  2.34it/s]
Epoch 0: |          | 1730/? [12:18<00:00,  2.34it/s]
Epoch 0: |          | 1730/? [12:18<00:00,  2.34it/s]
Epoch 0: |          | 1731/? [12:18<00:00,  2.34it/s]
Epoch 0: |          | 1731/? [12:18<00:00,  2.34it/s]
Epoch 0: |          | 1732/? [12:19<00:00,  2.34it/s]
Epoch 0: |          | 1732/? [12:19<00:00,  2.34it/s]
Epoch 0: |          | 1733/? [12:19<00:00,  2.34it/s]
Epoch 0: |          | 1733/? [12:19<00:00,  2.34it/s]
Epoch 0: |          | 1734/? [12:19<00:00,  2.34it/s]
Epoch 0: |          | 1734/? [12:19<00:00,  2.34it/s]
Epoch 0: |          | 1735/? [12:20<00:00,  2.34it/s]
Epoch 0: |          | 1735/? [12:20<00:00,  2.34it/s]
Epoch 0: |          | 1736/? [12:20<00:00,  2.34it/s]
Epoch 0: |          | 1736/? [12:20<00:00,  2.34it/s]
Epoch 0: |          | 1737/? [12:21<00:00,  2.34it/s]
Epoch 0: |          | 1737/? [12:21<00:00,  2.34it/s]
Epoch 0: |          | 1738/? [12:21<00:00,  2.34it/s]
Epoch 0: |          | 1738/? [12:21<00:00,  2.34it/s]
Epoch 0: |          | 1739/? [12:21<00:00,  2.34it/s]
Epoch 0: |          | 1739/? [12:21<00:00,  2.34it/s]
Epoch 0: |          | 1740/? [12:22<00:00,  2.34it/s]
Epoch 0: |          | 1740/? [12:22<00:00,  2.34it/s]
Epoch 0: |          | 1741/? [12:22<00:00,  2.34it/s]
Epoch 0: |          | 1741/? [12:22<00:00,  2.34it/s]
Epoch 0: |          | 1742/? [12:23<00:00,  2.34it/s]
Epoch 0: |          | 1742/? [12:23<00:00,  2.34it/s]
Epoch 0: |          | 1743/? [12:23<00:00,  2.34it/s]
Epoch 0: |          | 1743/? [12:23<00:00,  2.34it/s]
Epoch 0: |          | 1744/? [12:23<00:00,  2.34it/s]
Epoch 0: |          | 1744/? [12:23<00:00,  2.34it/s]
Epoch 0: |          | 1745/? [12:24<00:00,  2.34it/s]
Epoch 0: |          | 1745/? [12:24<00:00,  2.34it/s]
Epoch 0: |          | 1746/? [12:24<00:00,  2.34it/s]
Epoch 0: |          | 1746/? [12:24<00:00,  2.34it/s]
Epoch 0: |          | 1747/? [12:24<00:00,  2.35it/s]
Epoch 0: |          | 1747/? [12:24<00:00,  2.35it/s]
Epoch 0: |          | 1748/? [12:25<00:00,  2.35it/s]
Epoch 0: |          | 1748/? [12:25<00:00,  2.35it/s]
Epoch 0: |          | 1749/? [12:25<00:00,  2.35it/s]
Epoch 0: |          | 1749/? [12:25<00:00,  2.35it/s]
Epoch 0: |          | 1750/? [12:26<00:00,  2.35it/s]
Epoch 0: |          | 1750/? [12:26<00:00,  2.35it/s]
Epoch 0: |          | 1751/? [12:26<00:00,  2.35it/s]
Epoch 0: |          | 1751/? [12:26<00:00,  2.35it/s]
Epoch 0: |          | 1752/? [12:26<00:00,  2.35it/s]
Epoch 0: |          | 1752/? [12:26<00:00,  2.35it/s]
Epoch 0: |          | 1753/? [12:27<00:00,  2.35it/s]
Epoch 0: |          | 1753/? [12:27<00:00,  2.35it/s]
Epoch 0: |          | 1754/? [12:27<00:00,  2.35it/s]
Epoch 0: |          | 1754/? [12:27<00:00,  2.35it/s]
Epoch 0: |          | 1755/? [12:28<00:00,  2.35it/s]
Epoch 0: |          | 1755/? [12:28<00:00,  2.35it/s]
Epoch 0: |          | 1756/? [12:28<00:00,  2.35it/s]
Epoch 0: |          | 1756/? [12:28<00:00,  2.35it/s]
Epoch 0: |          | 1757/? [12:28<00:00,  2.35it/s]
Epoch 0: |          | 1757/? [12:28<00:00,  2.35it/s]
Epoch 0: |          | 1758/? [12:29<00:00,  2.35it/s]
Epoch 0: |          | 1758/? [12:29<00:00,  2.35it/s]
Epoch 0: |          | 1759/? [12:29<00:00,  2.35it/s]
Epoch 0: |          | 1759/? [12:29<00:00,  2.35it/s]
Epoch 0: |          | 1760/? [12:30<00:00,  2.35it/s]
Epoch 0: |          | 1760/? [12:30<00:00,  2.35it/s]
Epoch 0: |          | 1761/? [12:30<00:00,  2.35it/s]
Epoch 0: |          | 1761/? [12:30<00:00,  2.35it/s]
Epoch 0: |          | 1762/? [12:30<00:00,  2.35it/s]
Epoch 0: |          | 1762/? [12:30<00:00,  2.35it/s]
Epoch 0: |          | 1763/? [12:31<00:00,  2.35it/s]
Epoch 0: |          | 1763/? [12:31<00:00,  2.35it/s]
Epoch 0: |          | 1764/? [12:31<00:00,  2.35it/s]
Epoch 0: |          | 1764/? [12:31<00:00,  2.35it/s]
Epoch 0: |          | 1765/? [12:31<00:00,  2.35it/s]
Epoch 0: |          | 1765/? [12:31<00:00,  2.35it/s]
Epoch 0: |          | 1766/? [12:32<00:00,  2.35it/s]
Epoch 0: |          | 1766/? [12:32<00:00,  2.35it/s]
Epoch 0: |          | 1767/? [12:32<00:00,  2.35it/s]
Epoch 0: |          | 1767/? [12:32<00:00,  2.35it/s]
Epoch 0: |          | 1768/? [12:33<00:00,  2.35it/s]
Epoch 0: |          | 1768/? [12:33<00:00,  2.35it/s]
Epoch 0: |          | 1769/? [12:33<00:00,  2.35it/s]
Epoch 0: |          | 1769/? [12:33<00:00,  2.35it/s]
Epoch 0: |          | 1770/? [12:33<00:00,  2.35it/s]
Epoch 0: |          | 1770/? [12:33<00:00,  2.35it/s]
Epoch 0: |          | 1771/? [12:34<00:00,  2.35it/s]
Epoch 0: |          | 1771/? [12:34<00:00,  2.35it/s]
Epoch 0: |          | 1772/? [12:34<00:00,  2.35it/s]
Epoch 0: |          | 1772/? [12:34<00:00,  2.35it/s]
Epoch 0: |          | 1773/? [12:35<00:00,  2.35it/s]
Epoch 0: |          | 1773/? [12:35<00:00,  2.35it/s]
Epoch 0: |          | 1774/? [12:35<00:00,  2.35it/s]
Epoch 0: |          | 1774/? [12:35<00:00,  2.35it/s]
Epoch 0: |          | 1775/? [12:35<00:00,  2.35it/s]
Epoch 0: |          | 1775/? [12:35<00:00,  2.35it/s]
Epoch 0: |          | 1776/? [12:36<00:00,  2.35it/s]
Epoch 0: |          | 1776/? [12:36<00:00,  2.35it/s]
Epoch 0: |          | 1777/? [12:36<00:00,  2.35it/s]
Epoch 0: |          | 1777/? [12:36<00:00,  2.35it/s]
Epoch 0: |          | 1778/? [12:36<00:00,  2.35it/s]
Epoch 0: |          | 1778/? [12:36<00:00,  2.35it/s]
Epoch 0: |          | 1779/? [12:37<00:00,  2.35it/s]
Epoch 0: |          | 1779/? [12:37<00:00,  2.35it/s]
Epoch 0: |          | 1780/? [12:37<00:00,  2.35it/s]
Epoch 0: |          | 1780/? [12:37<00:00,  2.35it/s]
Epoch 0: |          | 1781/? [12:38<00:00,  2.35it/s]
Epoch 0: |          | 1781/? [12:38<00:00,  2.35it/s]
Epoch 0: |          | 1782/? [12:38<00:00,  2.35it/s]
Epoch 0: |          | 1782/? [12:38<00:00,  2.35it/s]
Epoch 0: |          | 1783/? [12:38<00:00,  2.35it/s]
Epoch 0: |          | 1783/? [12:38<00:00,  2.35it/s]
Epoch 0: |          | 1784/? [12:39<00:00,  2.35it/s]
Epoch 0: |          | 1784/? [12:39<00:00,  2.35it/s]
Epoch 0: |          | 1785/? [12:39<00:00,  2.35it/s]
Epoch 0: |          | 1785/? [12:39<00:00,  2.35it/s]
Epoch 0: |          | 1786/? [12:40<00:00,  2.35it/s]
Epoch 0: |          | 1786/? [12:40<00:00,  2.35it/s]
Epoch 0: |          | 1787/? [12:40<00:00,  2.35it/s]
Epoch 0: |          | 1787/? [12:40<00:00,  2.35it/s]
Epoch 0: |          | 1788/? [12:40<00:00,  2.35it/s]
Epoch 0: |          | 1788/? [12:40<00:00,  2.35it/s]
Epoch 0: |          | 1789/? [12:41<00:00,  2.35it/s]
Epoch 0: |          | 1789/? [12:41<00:00,  2.35it/s]
Epoch 0: |          | 1790/? [12:41<00:00,  2.35it/s]
Epoch 0: |          | 1790/? [12:41<00:00,  2.35it/s]
Epoch 0: |          | 1791/? [12:41<00:00,  2.35it/s]
Epoch 0: |          | 1791/? [12:41<00:00,  2.35it/s]
Epoch 0: |          | 1792/? [12:42<00:00,  2.35it/s]
Epoch 0: |          | 1792/? [12:42<00:00,  2.35it/s]
Epoch 0: |          | 1793/? [12:42<00:00,  2.35it/s]
Epoch 0: |          | 1793/? [12:42<00:00,  2.35it/s]
Epoch 0: |          | 1794/? [12:43<00:00,  2.35it/s]
Epoch 0: |          | 1794/? [12:43<00:00,  2.35it/s]
Epoch 0: |          | 1795/? [12:43<00:00,  2.35it/s]
Epoch 0: |          | 1795/? [12:43<00:00,  2.35it/s]
Epoch 0: |          | 1796/? [12:43<00:00,  2.35it/s]
Epoch 0: |          | 1796/? [12:43<00:00,  2.35it/s]
Epoch 0: |          | 1797/? [12:44<00:00,  2.35it/s]
Epoch 0: |          | 1797/? [12:44<00:00,  2.35it/s]
Epoch 0: |          | 1798/? [12:44<00:00,  2.35it/s]
Epoch 0: |          | 1798/? [12:44<00:00,  2.35it/s]
Epoch 0: |          | 1799/? [12:44<00:00,  2.35it/s]
Epoch 0: |          | 1799/? [12:44<00:00,  2.35it/s]
Epoch 0: |          | 1800/? [12:45<00:00,  2.35it/s]
Epoch 0: |          | 1800/? [12:45<00:00,  2.35it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  6.91it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  7.04it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  6.96it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.07it/s]

Epoch 0: |          | 1800/? [12:45<00:00,  2.35it/s]
Epoch 0: |          | 1801/? [12:46<00:00,  2.35it/s]
Epoch 0: |          | 1801/? [12:46<00:00,  2.35it/s]
Epoch 0: |          | 1802/? [12:46<00:00,  2.35it/s]
Epoch 0: |          | 1802/? [12:46<00:00,  2.35it/s]
Epoch 0: |          | 1803/? [12:47<00:00,  2.35it/s]
Epoch 0: |          | 1803/? [12:47<00:00,  2.35it/s]
Epoch 0: |          | 1804/? [12:47<00:00,  2.35it/s]
Epoch 0: |          | 1804/? [12:47<00:00,  2.35it/s]
Epoch 0: |          | 1805/? [12:47<00:00,  2.35it/s]
Epoch 0: |          | 1805/? [12:47<00:00,  2.35it/s]
Epoch 0: |          | 1806/? [12:48<00:00,  2.35it/s]
Epoch 0: |          | 1806/? [12:48<00:00,  2.35it/s]
Epoch 0: |          | 1807/? [12:48<00:00,  2.35it/s]
Epoch 0: |          | 1807/? [12:48<00:00,  2.35it/s]
Epoch 0: |          | 1808/? [12:49<00:00,  2.35it/s]
Epoch 0: |          | 1808/? [12:49<00:00,  2.35it/s]
Epoch 0: |          | 1809/? [12:49<00:00,  2.35it/s]
Epoch 0: |          | 1809/? [12:49<00:00,  2.35it/s]
Epoch 0: |          | 1810/? [12:49<00:00,  2.35it/s]
Epoch 0: |          | 1810/? [12:49<00:00,  2.35it/s]
Epoch 0: |          | 1811/? [12:50<00:00,  2.35it/s]
Epoch 0: |          | 1811/? [12:50<00:00,  2.35it/s]
Epoch 0: |          | 1812/? [12:50<00:00,  2.35it/s]
Epoch 0: |          | 1812/? [12:50<00:00,  2.35it/s]
Epoch 0: |          | 1813/? [12:50<00:00,  2.35it/s]
Epoch 0: |          | 1813/? [12:50<00:00,  2.35it/s]
Epoch 0: |          | 1814/? [12:51<00:00,  2.35it/s]
Epoch 0: |          | 1814/? [12:51<00:00,  2.35it/s]
Epoch 0: |          | 1815/? [12:51<00:00,  2.35it/s]
Epoch 0: |          | 1815/? [12:51<00:00,  2.35it/s]
Epoch 0: |          | 1816/? [12:52<00:00,  2.35it/s]
Epoch 0: |          | 1816/? [12:52<00:00,  2.35it/s]
Epoch 0: |          | 1817/? [12:52<00:00,  2.35it/s]
Epoch 0: |          | 1817/? [12:52<00:00,  2.35it/s]
Epoch 0: |          | 1818/? [12:52<00:00,  2.35it/s]
Epoch 0: |          | 1818/? [12:52<00:00,  2.35it/s]
Epoch 0: |          | 1819/? [12:53<00:00,  2.35it/s]
Epoch 0: |          | 1819/? [12:53<00:00,  2.35it/s]
Epoch 0: |          | 1820/? [12:53<00:00,  2.35it/s]
Epoch 0: |          | 1820/? [12:53<00:00,  2.35it/s]
Epoch 0: |          | 1821/? [12:53<00:00,  2.35it/s]
Epoch 0: |          | 1821/? [12:53<00:00,  2.35it/s]
Epoch 0: |          | 1822/? [12:54<00:00,  2.35it/s]
Epoch 0: |          | 1822/? [12:54<00:00,  2.35it/s]
Epoch 0: |          | 1823/? [12:54<00:00,  2.35it/s]
Epoch 0: |          | 1823/? [12:54<00:00,  2.35it/s]
Epoch 0: |          | 1824/? [12:55<00:00,  2.35it/s]
Epoch 0: |          | 1824/? [12:55<00:00,  2.35it/s]
Epoch 0: |          | 1825/? [12:55<00:00,  2.35it/s]
Epoch 0: |          | 1825/? [12:55<00:00,  2.35it/s]
Epoch 0: |          | 1826/? [12:55<00:00,  2.35it/s]
Epoch 0: |          | 1826/? [12:55<00:00,  2.35it/s]
Epoch 0: |          | 1827/? [12:56<00:00,  2.35it/s]
Epoch 0: |          | 1827/? [12:56<00:00,  2.35it/s]
Epoch 0: |          | 1828/? [12:56<00:00,  2.35it/s]
Epoch 0: |          | 1828/? [12:56<00:00,  2.35it/s]
Epoch 0: |          | 1829/? [12:57<00:00,  2.35it/s]
Epoch 0: |          | 1829/? [12:57<00:00,  2.35it/s]
Epoch 0: |          | 1830/? [12:57<00:00,  2.35it/s]
Epoch 0: |          | 1830/? [12:57<00:00,  2.35it/s]
Epoch 0: |          | 1831/? [12:57<00:00,  2.35it/s]
Epoch 0: |          | 1831/? [12:57<00:00,  2.35it/s]
Epoch 0: |          | 1832/? [12:58<00:00,  2.35it/s]
Epoch 0: |          | 1832/? [12:58<00:00,  2.35it/s]
Epoch 0: |          | 1833/? [12:58<00:00,  2.35it/s]
Epoch 0: |          | 1833/? [12:58<00:00,  2.35it/s]
Epoch 0: |          | 1834/? [12:58<00:00,  2.35it/s]
Epoch 0: |          | 1834/? [12:58<00:00,  2.35it/s]
Epoch 0: |          | 1835/? [12:59<00:00,  2.35it/s]
Epoch 0: |          | 1835/? [12:59<00:00,  2.35it/s]
Epoch 0: |          | 1836/? [12:59<00:00,  2.35it/s]
Epoch 0: |          | 1836/? [12:59<00:00,  2.35it/s]
Epoch 0: |          | 1837/? [13:00<00:00,  2.35it/s]
Epoch 0: |          | 1837/? [13:00<00:00,  2.35it/s]
Epoch 0: |          | 1838/? [13:00<00:00,  2.35it/s]
Epoch 0: |          | 1838/? [13:00<00:00,  2.35it/s]
Epoch 0: |          | 1839/? [13:00<00:00,  2.36it/s]
Epoch 0: |          | 1839/? [13:00<00:00,  2.36it/s]
Epoch 0: |          | 1840/? [13:01<00:00,  2.36it/s]
Epoch 0: |          | 1840/? [13:01<00:00,  2.36it/s]
Epoch 0: |          | 1841/? [13:01<00:00,  2.36it/s]
Epoch 0: |          | 1841/? [13:01<00:00,  2.36it/s]
Epoch 0: |          | 1842/? [13:02<00:00,  2.36it/s]
Epoch 0: |          | 1842/? [13:02<00:00,  2.36it/s]
Epoch 0: |          | 1843/? [13:02<00:00,  2.36it/s]
Epoch 0: |          | 1843/? [13:02<00:00,  2.36it/s]
Epoch 0: |          | 1844/? [13:02<00:00,  2.36it/s]
Epoch 0: |          | 1844/? [13:02<00:00,  2.36it/s]
Epoch 0: |          | 1845/? [13:03<00:00,  2.36it/s]
Epoch 0: |          | 1845/? [13:03<00:00,  2.36it/s]
Epoch 0: |          | 1846/? [13:03<00:00,  2.36it/s]
Epoch 0: |          | 1846/? [13:03<00:00,  2.36it/s]
Epoch 0: |          | 1847/? [13:03<00:00,  2.36it/s]
Epoch 0: |          | 1847/? [13:03<00:00,  2.36it/s]
Epoch 0: |          | 1848/? [13:04<00:00,  2.36it/s]
Epoch 0: |          | 1848/? [13:04<00:00,  2.36it/s]
Epoch 0: |          | 1849/? [13:04<00:00,  2.36it/s]
Epoch 0: |          | 1849/? [13:04<00:00,  2.36it/s]
Epoch 0: |          | 1850/? [13:05<00:00,  2.36it/s]
Epoch 0: |          | 1850/? [13:05<00:00,  2.36it/s]
Epoch 0: |          | 1851/? [13:05<00:00,  2.36it/s]
Epoch 0: |          | 1851/? [13:05<00:00,  2.36it/s]
Epoch 0: |          | 1852/? [13:05<00:00,  2.36it/s]
Epoch 0: |          | 1852/? [13:05<00:00,  2.36it/s]
Epoch 0: |          | 1853/? [13:06<00:00,  2.36it/s]
Epoch 0: |          | 1853/? [13:06<00:00,  2.36it/s]
Epoch 0: |          | 1854/? [13:06<00:00,  2.36it/s]
Epoch 0: |          | 1854/? [13:06<00:00,  2.36it/s]
Epoch 0: |          | 1855/? [13:07<00:00,  2.36it/s]
Epoch 0: |          | 1855/? [13:07<00:00,  2.36it/s]
Epoch 0: |          | 1856/? [13:07<00:00,  2.36it/s]
Epoch 0: |          | 1856/? [13:07<00:00,  2.36it/s]
Epoch 0: |          | 1857/? [13:07<00:00,  2.36it/s]
Epoch 0: |          | 1857/? [13:07<00:00,  2.36it/s]
Epoch 0: |          | 1858/? [13:08<00:00,  2.36it/s]
Epoch 0: |          | 1858/? [13:08<00:00,  2.36it/s]
Epoch 0: |          | 1859/? [13:08<00:00,  2.36it/s]
Epoch 0: |          | 1859/? [13:08<00:00,  2.36it/s]
Epoch 0: |          | 1860/? [13:08<00:00,  2.36it/s]
Epoch 0: |          | 1860/? [13:08<00:00,  2.36it/s]
Epoch 0: |          | 1861/? [13:09<00:00,  2.36it/s]
Epoch 0: |          | 1861/? [13:09<00:00,  2.36it/s]
Epoch 0: |          | 1862/? [13:09<00:00,  2.36it/s]
Epoch 0: |          | 1862/? [13:09<00:00,  2.36it/s]
Epoch 0: |          | 1863/? [13:10<00:00,  2.36it/s]
Epoch 0: |          | 1863/? [13:10<00:00,  2.36it/s]
Epoch 0: |          | 1864/? [13:10<00:00,  2.36it/s]
Epoch 0: |          | 1864/? [13:10<00:00,  2.36it/s]
Epoch 0: |          | 1865/? [13:10<00:00,  2.36it/s]
Epoch 0: |          | 1865/? [13:10<00:00,  2.36it/s]
Epoch 0: |          | 1866/? [13:11<00:00,  2.36it/s]
Epoch 0: |          | 1866/? [13:11<00:00,  2.36it/s]
Epoch 0: |          | 1867/? [13:11<00:00,  2.36it/s]
Epoch 0: |          | 1867/? [13:11<00:00,  2.36it/s]
Epoch 0: |          | 1868/? [13:12<00:00,  2.36it/s]
Epoch 0: |          | 1868/? [13:12<00:00,  2.36it/s]
Epoch 0: |          | 1869/? [13:12<00:00,  2.36it/s]
Epoch 0: |          | 1869/? [13:12<00:00,  2.36it/s]
Epoch 0: |          | 1870/? [13:12<00:00,  2.36it/s]
Epoch 0: |          | 1870/? [13:12<00:00,  2.36it/s]
Epoch 0: |          | 1871/? [13:13<00:00,  2.36it/s]
Epoch 0: |          | 1871/? [13:13<00:00,  2.36it/s]
Epoch 0: |          | 1872/? [13:13<00:00,  2.36it/s]
Epoch 0: |          | 1872/? [13:13<00:00,  2.36it/s]
Epoch 0: |          | 1873/? [13:14<00:00,  2.36it/s]
Epoch 0: |          | 1873/? [13:14<00:00,  2.36it/s]
Epoch 0: |          | 1874/? [13:14<00:00,  2.36it/s]
Epoch 0: |          | 1874/? [13:14<00:00,  2.36it/s]
Epoch 0: |          | 1875/? [13:14<00:00,  2.36it/s]
Epoch 0: |          | 1875/? [13:14<00:00,  2.36it/s]
Epoch 0: |          | 1876/? [13:15<00:00,  2.36it/s]
Epoch 0: |          | 1876/? [13:15<00:00,  2.36it/s]
Epoch 0: |          | 1877/? [13:15<00:00,  2.36it/s]
Epoch 0: |          | 1877/? [13:15<00:00,  2.36it/s]
Epoch 0: |          | 1878/? [13:15<00:00,  2.36it/s]
Epoch 0: |          | 1878/? [13:15<00:00,  2.36it/s]
Epoch 0: |          | 1879/? [13:16<00:00,  2.36it/s]
Epoch 0: |          | 1879/? [13:16<00:00,  2.36it/s]
Epoch 0: |          | 1880/? [13:16<00:00,  2.36it/s]
Epoch 0: |          | 1880/? [13:16<00:00,  2.36it/s]
Epoch 0: |          | 1881/? [13:17<00:00,  2.36it/s]
Epoch 0: |          | 1881/? [13:17<00:00,  2.36it/s]
Epoch 0: |          | 1882/? [13:17<00:00,  2.36it/s]
Epoch 0: |          | 1882/? [13:17<00:00,  2.36it/s]
Epoch 0: |          | 1883/? [13:17<00:00,  2.36it/s]
Epoch 0: |          | 1883/? [13:17<00:00,  2.36it/s]
Epoch 0: |          | 1884/? [13:18<00:00,  2.36it/s]
Epoch 0: |          | 1884/? [13:18<00:00,  2.36it/s]
Epoch 0: |          | 1885/? [13:18<00:00,  2.36it/s]
Epoch 0: |          | 1885/? [13:18<00:00,  2.36it/s]
Epoch 0: |          | 1886/? [13:19<00:00,  2.36it/s]
Epoch 0: |          | 1886/? [13:19<00:00,  2.36it/s]
Epoch 0: |          | 1887/? [13:19<00:00,  2.36it/s]
Epoch 0: |          | 1887/? [13:19<00:00,  2.36it/s]
Epoch 0: |          | 1888/? [13:19<00:00,  2.36it/s]
Epoch 0: |          | 1888/? [13:19<00:00,  2.36it/s]
Epoch 0: |          | 1889/? [13:20<00:00,  2.36it/s]
Epoch 0: |          | 1889/? [13:20<00:00,  2.36it/s]
Epoch 0: |          | 1890/? [13:20<00:00,  2.36it/s]
Epoch 0: |          | 1890/? [13:20<00:00,  2.36it/s]
Epoch 0: |          | 1891/? [13:20<00:00,  2.36it/s]
Epoch 0: |          | 1891/? [13:20<00:00,  2.36it/s]
Epoch 0: |          | 1892/? [13:21<00:00,  2.36it/s]
Epoch 0: |          | 1892/? [13:21<00:00,  2.36it/s]
Epoch 0: |          | 1893/? [13:21<00:00,  2.36it/s]
Epoch 0: |          | 1893/? [13:21<00:00,  2.36it/s]
Epoch 0: |          | 1894/? [13:22<00:00,  2.36it/s]
Epoch 0: |          | 1894/? [13:22<00:00,  2.36it/s]
Epoch 0: |          | 1895/? [13:22<00:00,  2.36it/s]
Epoch 0: |          | 1895/? [13:22<00:00,  2.36it/s]
Epoch 0: |          | 1896/? [13:22<00:00,  2.36it/s]
Epoch 0: |          | 1896/? [13:22<00:00,  2.36it/s]
Epoch 0: |          | 1897/? [13:23<00:00,  2.36it/s]
Epoch 0: |          | 1897/? [13:23<00:00,  2.36it/s]
Epoch 0: |          | 1898/? [13:23<00:00,  2.36it/s]
Epoch 0: |          | 1898/? [13:23<00:00,  2.36it/s]
Epoch 0: |          | 1899/? [13:24<00:00,  2.36it/s]
Epoch 0: |          | 1899/? [13:24<00:00,  2.36it/s]
Epoch 0: |          | 1900/? [13:24<00:00,  2.36it/s]
Epoch 0: |          | 1900/? [13:24<00:00,  2.36it/s]
Epoch 0: |          | 1901/? [13:24<00:00,  2.36it/s]
Epoch 0: |          | 1901/? [13:24<00:00,  2.36it/s]
Epoch 0: |          | 1902/? [13:25<00:00,  2.36it/s]
Epoch 0: |          | 1902/? [13:25<00:00,  2.36it/s]
Epoch 0: |          | 1903/? [13:25<00:00,  2.36it/s]
Epoch 0: |          | 1903/? [13:25<00:00,  2.36it/s]
Epoch 0: |          | 1904/? [13:25<00:00,  2.36it/s]
Epoch 0: |          | 1904/? [13:25<00:00,  2.36it/s]
Epoch 0: |          | 1905/? [13:26<00:00,  2.36it/s]
Epoch 0: |          | 1905/? [13:26<00:00,  2.36it/s]
Epoch 0: |          | 1906/? [13:26<00:00,  2.36it/s]
Epoch 0: |          | 1906/? [13:26<00:00,  2.36it/s]
Epoch 0: |          | 1907/? [13:27<00:00,  2.36it/s]
Epoch 0: |          | 1907/? [13:27<00:00,  2.36it/s]
Epoch 0: |          | 1908/? [13:27<00:00,  2.36it/s]
Epoch 0: |          | 1908/? [13:27<00:00,  2.36it/s]
Epoch 0: |          | 1909/? [13:27<00:00,  2.36it/s]
Epoch 0: |          | 1909/? [13:27<00:00,  2.36it/s]
Epoch 0: |          | 1910/? [13:28<00:00,  2.36it/s]
Epoch 0: |          | 1910/? [13:28<00:00,  2.36it/s]
Epoch 0: |          | 1911/? [13:28<00:00,  2.36it/s]
Epoch 0: |          | 1911/? [13:28<00:00,  2.36it/s]
Epoch 0: |          | 1912/? [13:29<00:00,  2.36it/s]
Epoch 0: |          | 1912/? [13:29<00:00,  2.36it/s]
Epoch 0: |          | 1913/? [13:29<00:00,  2.36it/s]
Epoch 0: |          | 1913/? [13:29<00:00,  2.36it/s]
Epoch 0: |          | 1914/? [13:29<00:00,  2.36it/s]
Epoch 0: |          | 1914/? [13:29<00:00,  2.36it/s]
Epoch 0: |          | 1915/? [13:30<00:00,  2.36it/s]
Epoch 0: |          | 1915/? [13:30<00:00,  2.36it/s]
Epoch 0: |          | 1916/? [13:30<00:00,  2.36it/s]
Epoch 0: |          | 1916/? [13:30<00:00,  2.36it/s]
Epoch 0: |          | 1917/? [13:30<00:00,  2.36it/s]
Epoch 0: |          | 1917/? [13:30<00:00,  2.36it/s]
Epoch 0: |          | 1918/? [13:31<00:00,  2.36it/s]
Epoch 0: |          | 1918/? [13:31<00:00,  2.36it/s]
Epoch 0: |          | 1919/? [13:31<00:00,  2.36it/s]
Epoch 0: |          | 1919/? [13:31<00:00,  2.36it/s]
Epoch 0: |          | 1920/? [13:32<00:00,  2.36it/s]
Epoch 0: |          | 1920/? [13:32<00:00,  2.36it/s]
Epoch 0: |          | 1921/? [13:32<00:00,  2.36it/s]
Epoch 0: |          | 1921/? [13:32<00:00,  2.36it/s]
Epoch 0: |          | 1922/? [13:32<00:00,  2.36it/s]
Epoch 0: |          | 1922/? [13:32<00:00,  2.36it/s]
Epoch 0: |          | 1923/? [13:33<00:00,  2.36it/s]
Epoch 0: |          | 1923/? [13:33<00:00,  2.36it/s]
Epoch 0: |          | 1924/? [13:33<00:00,  2.36it/s]
Epoch 0: |          | 1924/? [13:33<00:00,  2.36it/s]
Epoch 0: |          | 1925/? [13:34<00:00,  2.36it/s]
Epoch 0: |          | 1925/? [13:34<00:00,  2.36it/s]
Epoch 0: |          | 1926/? [13:34<00:00,  2.36it/s]
Epoch 0: |          | 1926/? [13:34<00:00,  2.36it/s]
Epoch 0: |          | 1927/? [13:34<00:00,  2.36it/s]
Epoch 0: |          | 1927/? [13:34<00:00,  2.36it/s]
Epoch 0: |          | 1928/? [13:35<00:00,  2.37it/s]
Epoch 0: |          | 1928/? [13:35<00:00,  2.37it/s]
Epoch 0: |          | 1929/? [13:35<00:00,  2.37it/s]
Epoch 0: |          | 1929/? [13:35<00:00,  2.37it/s]
Epoch 0: |          | 1930/? [13:35<00:00,  2.37it/s]
Epoch 0: |          | 1930/? [13:35<00:00,  2.37it/s]
Epoch 0: |          | 1931/? [13:36<00:00,  2.37it/s]
Epoch 0: |          | 1931/? [13:36<00:00,  2.37it/s]
Epoch 0: |          | 1932/? [13:36<00:00,  2.37it/s]
Epoch 0: |          | 1932/? [13:36<00:00,  2.37it/s]
Epoch 0: |          | 1933/? [13:37<00:00,  2.37it/s]
Epoch 0: |          | 1933/? [13:37<00:00,  2.37it/s]
Epoch 0: |          | 1934/? [13:37<00:00,  2.37it/s]
Epoch 0: |          | 1934/? [13:37<00:00,  2.37it/s]
Epoch 0: |          | 1935/? [13:37<00:00,  2.37it/s]
Epoch 0: |          | 1935/? [13:37<00:00,  2.37it/s]
Epoch 0: |          | 1936/? [13:38<00:00,  2.37it/s]
Epoch 0: |          | 1936/? [13:38<00:00,  2.37it/s]
Epoch 0: |          | 1937/? [13:38<00:00,  2.37it/s]
Epoch 0: |          | 1937/? [13:38<00:00,  2.37it/s]
Epoch 0: |          | 1938/? [13:39<00:00,  2.37it/s]
Epoch 0: |          | 1938/? [13:39<00:00,  2.37it/s]
Epoch 0: |          | 1939/? [13:39<00:00,  2.37it/s]
Epoch 0: |          | 1939/? [13:39<00:00,  2.37it/s]
Epoch 0: |          | 1940/? [13:39<00:00,  2.37it/s]
Epoch 0: |          | 1940/? [13:39<00:00,  2.37it/s]
Epoch 0: |          | 1941/? [13:40<00:00,  2.37it/s]
Epoch 0: |          | 1941/? [13:40<00:00,  2.37it/s]
Epoch 0: |          | 1942/? [13:40<00:00,  2.37it/s]
Epoch 0: |          | 1942/? [13:40<00:00,  2.37it/s]
Epoch 0: |          | 1943/? [13:40<00:00,  2.37it/s]
Epoch 0: |          | 1943/? [13:40<00:00,  2.37it/s]
Epoch 0: |          | 1944/? [13:41<00:00,  2.37it/s]
Epoch 0: |          | 1944/? [13:41<00:00,  2.37it/s]
Epoch 0: |          | 1945/? [13:41<00:00,  2.37it/s]
Epoch 0: |          | 1945/? [13:41<00:00,  2.37it/s]
Epoch 0: |          | 1946/? [13:42<00:00,  2.37it/s]
Epoch 0: |          | 1946/? [13:42<00:00,  2.37it/s]
Epoch 0: |          | 1947/? [13:42<00:00,  2.37it/s]
Epoch 0: |          | 1947/? [13:42<00:00,  2.37it/s]
Epoch 0: |          | 1948/? [13:42<00:00,  2.37it/s]
Epoch 0: |          | 1948/? [13:42<00:00,  2.37it/s]
Epoch 0: |          | 1949/? [13:43<00:00,  2.37it/s]
Epoch 0: |          | 1949/? [13:43<00:00,  2.37it/s]
Epoch 0: |          | 1950/? [13:43<00:00,  2.37it/s]
Epoch 0: |          | 1950/? [13:43<00:00,  2.37it/s]
Epoch 0: |          | 1951/? [13:44<00:00,  2.37it/s]
Epoch 0: |          | 1951/? [13:44<00:00,  2.37it/s]
Epoch 0: |          | 1952/? [13:44<00:00,  2.37it/s]
Epoch 0: |          | 1952/? [13:44<00:00,  2.37it/s]
Epoch 0: |          | 1953/? [13:44<00:00,  2.37it/s]
Epoch 0: |          | 1953/? [13:44<00:00,  2.37it/s]
Epoch 0: |          | 1954/? [13:45<00:00,  2.37it/s]
Epoch 0: |          | 1954/? [13:45<00:00,  2.37it/s]
Epoch 0: |          | 1955/? [13:45<00:00,  2.37it/s]
Epoch 0: |          | 1955/? [13:45<00:00,  2.37it/s]
Epoch 0: |          | 1956/? [13:46<00:00,  2.37it/s]
Epoch 0: |          | 1956/? [13:46<00:00,  2.37it/s]
Epoch 0: |          | 1957/? [13:46<00:00,  2.37it/s]
Epoch 0: |          | 1957/? [13:46<00:00,  2.37it/s]
Epoch 0: |          | 1958/? [13:46<00:00,  2.37it/s]
Epoch 0: |          | 1958/? [13:46<00:00,  2.37it/s]
Epoch 0: |          | 1959/? [13:47<00:00,  2.37it/s]
Epoch 0: |          | 1959/? [13:47<00:00,  2.37it/s]
Epoch 0: |          | 1960/? [13:47<00:00,  2.37it/s]
Epoch 0: |          | 1960/? [13:47<00:00,  2.37it/s]
Epoch 0: |          | 1961/? [13:47<00:00,  2.37it/s]
Epoch 0: |          | 1961/? [13:47<00:00,  2.37it/s]
Epoch 0: |          | 1962/? [13:48<00:00,  2.37it/s]
Epoch 0: |          | 1962/? [13:48<00:00,  2.37it/s]
Epoch 0: |          | 1963/? [13:48<00:00,  2.37it/s]
Epoch 0: |          | 1963/? [13:48<00:00,  2.37it/s]
Epoch 0: |          | 1964/? [13:49<00:00,  2.37it/s]
Epoch 0: |          | 1964/? [13:49<00:00,  2.37it/s]
Epoch 0: |          | 1965/? [13:49<00:00,  2.37it/s]
Epoch 0: |          | 1965/? [13:49<00:00,  2.37it/s]
Epoch 0: |          | 1966/? [13:49<00:00,  2.37it/s]
Epoch 0: |          | 1966/? [13:49<00:00,  2.37it/s]
Epoch 0: |          | 1967/? [13:50<00:00,  2.37it/s]
Epoch 0: |          | 1967/? [13:50<00:00,  2.37it/s]
Epoch 0: |          | 1968/? [13:50<00:00,  2.37it/s]
Epoch 0: |          | 1968/? [13:50<00:00,  2.37it/s]
Epoch 0: |          | 1969/? [13:51<00:00,  2.37it/s]
Epoch 0: |          | 1969/? [13:51<00:00,  2.37it/s]
Epoch 0: |          | 1970/? [13:51<00:00,  2.37it/s]
Epoch 0: |          | 1970/? [13:51<00:00,  2.37it/s]
Epoch 0: |          | 1971/? [13:51<00:00,  2.37it/s]
Epoch 0: |          | 1971/? [13:51<00:00,  2.37it/s]
Epoch 0: |          | 1972/? [13:52<00:00,  2.37it/s]
Epoch 0: |          | 1972/? [13:52<00:00,  2.37it/s]
Epoch 0: |          | 1973/? [13:52<00:00,  2.37it/s]
Epoch 0: |          | 1973/? [13:52<00:00,  2.37it/s]
Epoch 0: |          | 1974/? [13:52<00:00,  2.37it/s]
Epoch 0: |          | 1974/? [13:52<00:00,  2.37it/s]
Epoch 0: |          | 1975/? [13:53<00:00,  2.37it/s]
Epoch 0: |          | 1975/? [13:53<00:00,  2.37it/s]
Epoch 0: |          | 1976/? [13:53<00:00,  2.37it/s]
Epoch 0: |          | 1976/? [13:53<00:00,  2.37it/s]
Epoch 0: |          | 1977/? [13:54<00:00,  2.37it/s]
Epoch 0: |          | 1977/? [13:54<00:00,  2.37it/s]
Epoch 0: |          | 1978/? [13:54<00:00,  2.37it/s]
Epoch 0: |          | 1978/? [13:54<00:00,  2.37it/s]
Epoch 0: |          | 1979/? [13:54<00:00,  2.37it/s]
Epoch 0: |          | 1979/? [13:54<00:00,  2.37it/s]
Epoch 0: |          | 1980/? [13:55<00:00,  2.37it/s]
Epoch 0: |          | 1980/? [13:55<00:00,  2.37it/s]
Epoch 0: |          | 1981/? [13:55<00:00,  2.37it/s]
Epoch 0: |          | 1981/? [13:55<00:00,  2.37it/s]
Epoch 0: |          | 1982/? [13:55<00:00,  2.37it/s]
Epoch 0: |          | 1982/? [13:55<00:00,  2.37it/s]
Epoch 0: |          | 1983/? [13:56<00:00,  2.37it/s]
Epoch 0: |          | 1983/? [13:56<00:00,  2.37it/s]
Epoch 0: |          | 1984/? [13:56<00:00,  2.37it/s]
Epoch 0: |          | 1984/? [13:56<00:00,  2.37it/s]
Epoch 0: |          | 1985/? [13:57<00:00,  2.37it/s]
Epoch 0: |          | 1985/? [13:57<00:00,  2.37it/s]
Epoch 0: |          | 1986/? [13:57<00:00,  2.37it/s]
Epoch 0: |          | 1986/? [13:57<00:00,  2.37it/s]
Epoch 0: |          | 1987/? [13:57<00:00,  2.37it/s]
Epoch 0: |          | 1987/? [13:57<00:00,  2.37it/s]
Epoch 0: |          | 1988/? [13:58<00:00,  2.37it/s]
Epoch 0: |          | 1988/? [13:58<00:00,  2.37it/s]
Epoch 0: |          | 1989/? [13:58<00:00,  2.37it/s]
Epoch 0: |          | 1989/? [13:58<00:00,  2.37it/s]
Epoch 0: |          | 1990/? [13:59<00:00,  2.37it/s]
Epoch 0: |          | 1990/? [13:59<00:00,  2.37it/s]
Epoch 0: |          | 1991/? [13:59<00:00,  2.37it/s]
Epoch 0: |          | 1991/? [13:59<00:00,  2.37it/s]
Epoch 0: |          | 1992/? [13:59<00:00,  2.37it/s]
Epoch 0: |          | 1992/? [13:59<00:00,  2.37it/s]
Epoch 0: |          | 1993/? [14:00<00:00,  2.37it/s]
Epoch 0: |          | 1993/? [14:00<00:00,  2.37it/s]
Epoch 0: |          | 1994/? [14:00<00:00,  2.37it/s]
Epoch 0: |          | 1994/? [14:00<00:00,  2.37it/s]
Epoch 0: |          | 1995/? [14:00<00:00,  2.37it/s]
Epoch 0: |          | 1995/? [14:00<00:00,  2.37it/s]
Epoch 0: |          | 1996/? [14:01<00:00,  2.37it/s]
Epoch 0: |          | 1996/? [14:01<00:00,  2.37it/s]
Epoch 0: |          | 1997/? [14:01<00:00,  2.37it/s]
Epoch 0: |          | 1997/? [14:01<00:00,  2.37it/s]
Epoch 0: |          | 1998/? [14:02<00:00,  2.37it/s]
Epoch 0: |          | 1998/? [14:02<00:00,  2.37it/s]
Epoch 0: |          | 1999/? [14:02<00:00,  2.37it/s]
Epoch 0: |          | 1999/? [14:02<00:00,  2.37it/s]
Epoch 0: |          | 2000/? [14:02<00:00,  2.37it/s]
Epoch 0: |          | 2000/? [14:02<00:00,  2.37it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  6.39it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  6.55it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  6.49it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.61it/s]

Epoch 0: |          | 2000/? [14:03<00:00,  2.37it/s]
Epoch 0: |          | 2001/? [14:03<00:00,  2.37it/s]
Epoch 0: |          | 2001/? [14:03<00:00,  2.37it/s]
Epoch 0: |          | 2002/? [14:04<00:00,  2.37it/s]
Epoch 0: |          | 2002/? [14:04<00:00,  2.37it/s]
Epoch 0: |          | 2003/? [14:04<00:00,  2.37it/s]
Epoch 0: |          | 2003/? [14:04<00:00,  2.37it/s]
Epoch 0: |          | 2004/? [14:05<00:00,  2.37it/s]
Epoch 0: |          | 2004/? [14:05<00:00,  2.37it/s]
Epoch 0: |          | 2005/? [14:05<00:00,  2.37it/s]
Epoch 0: |          | 2005/? [14:05<00:00,  2.37it/s]
Epoch 0: |          | 2006/? [14:05<00:00,  2.37it/s]
Epoch 0: |          | 2006/? [14:05<00:00,  2.37it/s]
Epoch 0: |          | 2007/? [14:06<00:00,  2.37it/s]
Epoch 0: |          | 2007/? [14:06<00:00,  2.37it/s]
Epoch 0: |          | 2008/? [14:06<00:00,  2.37it/s]
Epoch 0: |          | 2008/? [14:06<00:00,  2.37it/s]
Epoch 0: |          | 2009/? [14:07<00:00,  2.37it/s]
Epoch 0: |          | 2009/? [14:07<00:00,  2.37it/s]
Epoch 0: |          | 2010/? [14:07<00:00,  2.37it/s]
Epoch 0: |          | 2010/? [14:07<00:00,  2.37it/s]
Epoch 0: |          | 2011/? [14:07<00:00,  2.37it/s]
Epoch 0: |          | 2011/? [14:07<00:00,  2.37it/s]
Epoch 0: |          | 2012/? [14:08<00:00,  2.37it/s]
Epoch 0: |          | 2012/? [14:08<00:00,  2.37it/s]
Epoch 0: |          | 2013/? [14:08<00:00,  2.37it/s]
Epoch 0: |          | 2013/? [14:08<00:00,  2.37it/s]
Epoch 0: |          | 2014/? [14:08<00:00,  2.37it/s]
Epoch 0: |          | 2014/? [14:08<00:00,  2.37it/s]
Epoch 0: |          | 2015/? [14:09<00:00,  2.37it/s]
Epoch 0: |          | 2015/? [14:09<00:00,  2.37it/s]
Epoch 0: |          | 2016/? [14:09<00:00,  2.37it/s]
Epoch 0: |          | 2016/? [14:09<00:00,  2.37it/s]
Epoch 0: |          | 2017/? [14:10<00:00,  2.37it/s]
Epoch 0: |          | 2017/? [14:10<00:00,  2.37it/s]
Epoch 0: |          | 2018/? [14:10<00:00,  2.37it/s]
Epoch 0: |          | 2018/? [14:10<00:00,  2.37it/s]
Epoch 0: |          | 2019/? [14:10<00:00,  2.37it/s]
Epoch 0: |          | 2019/? [14:10<00:00,  2.37it/s]
Epoch 0: |          | 2020/? [14:11<00:00,  2.37it/s]
Epoch 0: |          | 2020/? [14:11<00:00,  2.37it/s]
Epoch 0: |          | 2021/? [14:11<00:00,  2.37it/s]
Epoch 0: |          | 2021/? [14:11<00:00,  2.37it/s]
Epoch 0: |          | 2022/? [14:12<00:00,  2.37it/s]
Epoch 0: |          | 2022/? [14:12<00:00,  2.37it/s]
Epoch 0: |          | 2023/? [14:12<00:00,  2.37it/s]
Epoch 0: |          | 2023/? [14:12<00:00,  2.37it/s]
Epoch 0: |          | 2024/? [14:12<00:00,  2.37it/s]
Epoch 0: |          | 2024/? [14:12<00:00,  2.37it/s]
Epoch 0: |          | 2025/? [14:13<00:00,  2.37it/s]
Epoch 0: |          | 2025/? [14:13<00:00,  2.37it/s]
Epoch 0: |          | 2026/? [14:13<00:00,  2.37it/s]
Epoch 0: |          | 2026/? [14:13<00:00,  2.37it/s]
Epoch 0: |          | 2027/? [14:14<00:00,  2.37it/s]
Epoch 0: |          | 2027/? [14:14<00:00,  2.37it/s]
Epoch 0: |          | 2028/? [14:14<00:00,  2.37it/s]
Epoch 0: |          | 2028/? [14:14<00:00,  2.37it/s]
Epoch 0: |          | 2029/? [14:14<00:00,  2.37it/s]
Epoch 0: |          | 2029/? [14:14<00:00,  2.37it/s]
Epoch 0: |          | 2030/? [14:15<00:00,  2.37it/s]
Epoch 0: |          | 2030/? [14:15<00:00,  2.37it/s]
Epoch 0: |          | 2031/? [14:15<00:00,  2.37it/s]
Epoch 0: |          | 2031/? [14:15<00:00,  2.37it/s]
Epoch 0: |          | 2032/? [14:15<00:00,  2.37it/s]
Epoch 0: |          | 2032/? [14:15<00:00,  2.37it/s]
Epoch 0: |          | 2033/? [14:16<00:00,  2.37it/s]
Epoch 0: |          | 2033/? [14:16<00:00,  2.37it/s]
Epoch 0: |          | 2034/? [14:16<00:00,  2.37it/s]
Epoch 0: |          | 2034/? [14:16<00:00,  2.37it/s]
Epoch 0: |          | 2035/? [14:17<00:00,  2.37it/s]
Epoch 0: |          | 2035/? [14:17<00:00,  2.37it/s]
Epoch 0: |          | 2036/? [14:17<00:00,  2.37it/s]
Epoch 0: |          | 2036/? [14:17<00:00,  2.37it/s]
Epoch 0: |          | 2037/? [14:17<00:00,  2.37it/s]
Epoch 0: |          | 2037/? [14:17<00:00,  2.37it/s]
Epoch 0: |          | 2038/? [14:18<00:00,  2.37it/s]
Epoch 0: |          | 2038/? [14:18<00:00,  2.37it/s]
Epoch 0: |          | 2039/? [14:18<00:00,  2.37it/s]
Epoch 0: |          | 2039/? [14:18<00:00,  2.37it/s]
Epoch 0: |          | 2040/? [14:19<00:00,  2.37it/s]
Epoch 0: |          | 2040/? [14:19<00:00,  2.37it/s]
Epoch 0: |          | 2041/? [14:19<00:00,  2.37it/s]
Epoch 0: |          | 2041/? [14:19<00:00,  2.37it/s]
Epoch 0: |          | 2042/? [14:19<00:00,  2.37it/s]
Epoch 0: |          | 2042/? [14:19<00:00,  2.37it/s]
Epoch 0: |          | 2043/? [14:20<00:00,  2.37it/s]
Epoch 0: |          | 2043/? [14:20<00:00,  2.37it/s]
Epoch 0: |          | 2044/? [14:20<00:00,  2.38it/s]
Epoch 0: |          | 2044/? [14:20<00:00,  2.38it/s]
Epoch 0: |          | 2045/? [14:20<00:00,  2.38it/s]
Epoch 0: |          | 2045/? [14:20<00:00,  2.38it/s]
Epoch 0: |          | 2046/? [14:21<00:00,  2.38it/s]
Epoch 0: |          | 2046/? [14:21<00:00,  2.38it/s]
Epoch 0: |          | 2047/? [14:21<00:00,  2.38it/s]
Epoch 0: |          | 2047/? [14:21<00:00,  2.38it/s]
Epoch 0: |          | 2048/? [14:22<00:00,  2.38it/s]
Epoch 0: |          | 2048/? [14:22<00:00,  2.38it/s]
Epoch 0: |          | 2049/? [14:22<00:00,  2.38it/s]
Epoch 0: |          | 2049/? [14:22<00:00,  2.38it/s]
Epoch 0: |          | 2050/? [14:22<00:00,  2.38it/s]
Epoch 0: |          | 2050/? [14:22<00:00,  2.38it/s]
Epoch 0: |          | 2051/? [14:23<00:00,  2.38it/s]
Epoch 0: |          | 2051/? [14:23<00:00,  2.38it/s]
Epoch 0: |          | 2052/? [14:23<00:00,  2.38it/s]
Epoch 0: |          | 2052/? [14:23<00:00,  2.38it/s]
Epoch 0: |          | 2053/? [14:24<00:00,  2.38it/s]
Epoch 0: |          | 2053/? [14:24<00:00,  2.38it/s]
Epoch 0: |          | 2054/? [14:24<00:00,  2.38it/s]
Epoch 0: |          | 2054/? [14:24<00:00,  2.38it/s]
Epoch 0: |          | 2055/? [14:24<00:00,  2.38it/s]
Epoch 0: |          | 2055/? [14:24<00:00,  2.38it/s]
Epoch 0: |          | 2056/? [14:25<00:00,  2.38it/s]
Epoch 0: |          | 2056/? [14:25<00:00,  2.38it/s]
Epoch 0: |          | 2057/? [14:25<00:00,  2.38it/s]
Epoch 0: |          | 2057/? [14:25<00:00,  2.38it/s]
Epoch 0: |          | 2058/? [14:26<00:00,  2.38it/s]
Epoch 0: |          | 2058/? [14:26<00:00,  2.38it/s]
Epoch 0: |          | 2059/? [14:26<00:00,  2.38it/s]
Epoch 0: |          | 2059/? [14:26<00:00,  2.38it/s]
Epoch 0: |          | 2060/? [14:26<00:00,  2.38it/s]
Epoch 0: |          | 2060/? [14:26<00:00,  2.38it/s]
Epoch 0: |          | 2061/? [14:27<00:00,  2.38it/s]
Epoch 0: |          | 2061/? [14:27<00:00,  2.38it/s]
Epoch 0: |          | 2062/? [14:27<00:00,  2.38it/s]
Epoch 0: |          | 2062/? [14:27<00:00,  2.38it/s]
Epoch 0: |          | 2063/? [14:27<00:00,  2.38it/s]
Epoch 0: |          | 2063/? [14:27<00:00,  2.38it/s]
Epoch 0: |          | 2064/? [14:28<00:00,  2.38it/s]
Epoch 0: |          | 2064/? [14:28<00:00,  2.38it/s]
Epoch 0: |          | 2065/? [14:28<00:00,  2.38it/s]
Epoch 0: |          | 2065/? [14:28<00:00,  2.38it/s]
Epoch 0: |          | 2066/? [14:29<00:00,  2.38it/s]
Epoch 0: |          | 2066/? [14:29<00:00,  2.38it/s]
Epoch 0: |          | 2067/? [14:29<00:00,  2.38it/s]
Epoch 0: |          | 2067/? [14:29<00:00,  2.38it/s]
Epoch 0: |          | 2068/? [14:29<00:00,  2.38it/s]
Epoch 0: |          | 2068/? [14:29<00:00,  2.38it/s]
Epoch 0: |          | 2069/? [14:30<00:00,  2.38it/s]
Epoch 0: |          | 2069/? [14:30<00:00,  2.38it/s]
Epoch 0: |          | 2070/? [14:30<00:00,  2.38it/s]
Epoch 0: |          | 2070/? [14:30<00:00,  2.38it/s]
Epoch 0: |          | 2071/? [14:30<00:00,  2.38it/s]
Epoch 0: |          | 2071/? [14:30<00:00,  2.38it/s]
Epoch 0: |          | 2072/? [14:31<00:00,  2.38it/s]
Epoch 0: |          | 2072/? [14:31<00:00,  2.38it/s]
Epoch 0: |          | 2073/? [14:31<00:00,  2.38it/s]
Epoch 0: |          | 2073/? [14:31<00:00,  2.38it/s]
Epoch 0: |          | 2074/? [14:32<00:00,  2.38it/s]
Epoch 0: |          | 2074/? [14:32<00:00,  2.38it/s]
Epoch 0: |          | 2075/? [14:32<00:00,  2.38it/s]
Epoch 0: |          | 2075/? [14:32<00:00,  2.38it/s]
Epoch 0: |          | 2076/? [14:32<00:00,  2.38it/s]
Epoch 0: |          | 2076/? [14:32<00:00,  2.38it/s]
Epoch 0: |          | 2077/? [14:33<00:00,  2.38it/s]
Epoch 0: |          | 2077/? [14:33<00:00,  2.38it/s]
Epoch 0: |          | 2078/? [14:33<00:00,  2.38it/s]
Epoch 0: |          | 2078/? [14:33<00:00,  2.38it/s]
Epoch 0: |          | 2079/? [14:34<00:00,  2.38it/s]
Epoch 0: |          | 2079/? [14:34<00:00,  2.38it/s]
Epoch 0: |          | 2080/? [14:34<00:00,  2.38it/s]
Epoch 0: |          | 2080/? [14:34<00:00,  2.38it/s]
Epoch 0: |          | 2081/? [14:34<00:00,  2.38it/s]
Epoch 0: |          | 2081/? [14:34<00:00,  2.38it/s]
Epoch 0: |          | 2082/? [14:35<00:00,  2.38it/s]
Epoch 0: |          | 2082/? [14:35<00:00,  2.38it/s]
Epoch 0: |          | 2083/? [14:35<00:00,  2.38it/s]
Epoch 0: |          | 2083/? [14:35<00:00,  2.38it/s]
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Epoch 0: |          | 2092/? [14:39<00:00,  2.38it/s]
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Epoch 0: |          | 2094/? [14:39<00:00,  2.38it/s]
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Epoch 0: |          | 2095/? [14:40<00:00,  2.38it/s]
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Epoch 0: |          | 2098/? [14:41<00:00,  2.38it/s]
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Epoch 0: |          | 2099/? [14:41<00:00,  2.38it/s]
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Epoch 0: |          | 2101/? [14:42<00:00,  2.38it/s]
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Epoch 0: |          | 2110/? [14:45<00:00,  2.38it/s]
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Epoch 0: |          | 2111/? [14:46<00:00,  2.38it/s]
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Epoch 0: |          | 2112/? [14:46<00:00,  2.38it/s]
Epoch 0: |          | 2112/? [14:46<00:00,  2.38it/s]
Epoch 0: |          | 2113/? [14:47<00:00,  2.38it/s]
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Epoch 0: |          | 2114/? [14:47<00:00,  2.38it/s]
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Epoch 0: |          | 2116/? [14:48<00:00,  2.38it/s]
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Epoch 0: |          | 2118/? [14:49<00:00,  2.38it/s]
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Epoch 0: |          | 2119/? [14:49<00:00,  2.38it/s]
Epoch 0: |          | 2119/? [14:49<00:00,  2.38it/s]
Epoch 0: |          | 2120/? [14:49<00:00,  2.38it/s]
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Epoch 0: |          | 2121/? [14:50<00:00,  2.38it/s]
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Epoch 0: |          | 2122/? [14:50<00:00,  2.38it/s]
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Epoch 0: |          | 2124/? [14:51<00:00,  2.38it/s]
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Epoch 0: |          | 2125/? [14:51<00:00,  2.38it/s]
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Epoch 0: |          | 2127/? [14:52<00:00,  2.38it/s]
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Epoch 0: |          | 2128/? [14:52<00:00,  2.38it/s]
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Epoch 0: |          | 2129/? [14:53<00:00,  2.38it/s]
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Epoch 0: |          | 2130/? [14:53<00:00,  2.38it/s]
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Epoch 0: |          | 2134/? [14:55<00:00,  2.38it/s]
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Epoch 0: |          | 2136/? [14:55<00:00,  2.38it/s]
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Epoch 0: |          | 2137/? [14:56<00:00,  2.38it/s]
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Epoch 0: |          | 2138/? [14:56<00:00,  2.38it/s]
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Epoch 0: |          | 2139/? [14:57<00:00,  2.38it/s]
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Epoch 0: |          | 2140/? [14:57<00:00,  2.38it/s]
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Epoch 0: |          | 2141/? [14:57<00:00,  2.38it/s]
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Epoch 0: |          | 2142/? [14:58<00:00,  2.38it/s]
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Epoch 0: |          | 2144/? [14:59<00:00,  2.38it/s]
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Epoch 0: |          | 2147/? [15:00<00:00,  2.39it/s]
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Epoch 0: |          | 2150/? [15:01<00:00,  2.39it/s]
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Epoch 0: |          | 2151/? [15:01<00:00,  2.39it/s]
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Epoch 0: |          | 2156/? [15:03<00:00,  2.39it/s]
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Epoch 0: |          | 2157/? [15:04<00:00,  2.39it/s]
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Epoch 0: |          | 2158/? [15:04<00:00,  2.39it/s]
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Epoch 0: |          | 2159/? [15:04<00:00,  2.39it/s]
Epoch 0: |          | 2159/? [15:04<00:00,  2.39it/s]
Epoch 0: |          | 2160/? [15:05<00:00,  2.39it/s]
Epoch 0: |          | 2160/? [15:05<00:00,  2.39it/s]
Epoch 0: |          | 2161/? [15:05<00:00,  2.39it/s]
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Epoch 0: |          | 2162/? [15:05<00:00,  2.39it/s]
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Epoch 0: |          | 2163/? [15:06<00:00,  2.39it/s]
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Epoch 0: |          | 2164/? [15:06<00:00,  2.39it/s]
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Epoch 0: |          | 2165/? [15:07<00:00,  2.39it/s]
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Epoch 0: |          | 2166/? [15:07<00:00,  2.39it/s]
Epoch 0: |          | 2166/? [15:07<00:00,  2.39it/s]
Epoch 0: |          | 2167/? [15:07<00:00,  2.39it/s]
Epoch 0: |          | 2167/? [15:07<00:00,  2.39it/s]
Epoch 0: |          | 2168/? [15:08<00:00,  2.39it/s]
Epoch 0: |          | 2168/? [15:08<00:00,  2.39it/s]
Epoch 0: |          | 2169/? [15:08<00:00,  2.39it/s]
Epoch 0: |          | 2169/? [15:08<00:00,  2.39it/s]
Epoch 0: |          | 2170/? [15:08<00:00,  2.39it/s]
Epoch 0: |          | 2170/? [15:08<00:00,  2.39it/s]
Epoch 0: |          | 2171/? [15:09<00:00,  2.39it/s]
Epoch 0: |          | 2171/? [15:09<00:00,  2.39it/s]
Epoch 0: |          | 2172/? [15:09<00:00,  2.39it/s]
Epoch 0: |          | 2172/? [15:09<00:00,  2.39it/s]
Epoch 0: |          | 2173/? [15:10<00:00,  2.39it/s]
Epoch 0: |          | 2173/? [15:10<00:00,  2.39it/s]
Epoch 0: |          | 2174/? [15:10<00:00,  2.39it/s]
Epoch 0: |          | 2174/? [15:10<00:00,  2.39it/s]
Epoch 0: |          | 2175/? [15:10<00:00,  2.39it/s]
Epoch 0: |          | 2175/? [15:10<00:00,  2.39it/s]
Epoch 0: |          | 2176/? [15:11<00:00,  2.39it/s]
Epoch 0: |          | 2176/? [15:11<00:00,  2.39it/s]
Epoch 0: |          | 2177/? [15:11<00:00,  2.39it/s]
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Epoch 0: |          | 2178/? [15:12<00:00,  2.39it/s]
Epoch 0: |          | 2178/? [15:12<00:00,  2.39it/s]
Epoch 0: |          | 2179/? [15:12<00:00,  2.39it/s]
Epoch 0: |          | 2179/? [15:12<00:00,  2.39it/s]
Epoch 0: |          | 2180/? [15:12<00:00,  2.39it/s]
Epoch 0: |          | 2180/? [15:12<00:00,  2.39it/s]
Epoch 0: |          | 2181/? [15:13<00:00,  2.39it/s]
Epoch 0: |          | 2181/? [15:13<00:00,  2.39it/s]
Epoch 0: |          | 2182/? [15:13<00:00,  2.39it/s]
Epoch 0: |          | 2182/? [15:13<00:00,  2.39it/s]
Epoch 0: |          | 2183/? [15:13<00:00,  2.39it/s]
Epoch 0: |          | 2183/? [15:13<00:00,  2.39it/s]
Epoch 0: |          | 2184/? [15:14<00:00,  2.39it/s]
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Epoch 0: |          | 2185/? [15:14<00:00,  2.39it/s]
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Epoch 0: |          | 2186/? [15:15<00:00,  2.39it/s]
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Epoch 0: |          | 2187/? [15:15<00:00,  2.39it/s]
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Epoch 0: |          | 2188/? [15:15<00:00,  2.39it/s]
Epoch 0: |          | 2188/? [15:15<00:00,  2.39it/s]
Epoch 0: |          | 2189/? [15:16<00:00,  2.39it/s]
Epoch 0: |          | 2189/? [15:16<00:00,  2.39it/s]
Epoch 0: |          | 2190/? [15:16<00:00,  2.39it/s]
Epoch 0: |          | 2190/? [15:16<00:00,  2.39it/s]
Epoch 0: |          | 2191/? [15:17<00:00,  2.39it/s]
Epoch 0: |          | 2191/? [15:17<00:00,  2.39it/s]
Epoch 0: |          | 2192/? [15:17<00:00,  2.39it/s]
Epoch 0: |          | 2192/? [15:17<00:00,  2.39it/s]
Epoch 0: |          | 2193/? [15:17<00:00,  2.39it/s]
Epoch 0: |          | 2193/? [15:17<00:00,  2.39it/s]
Epoch 0: |          | 2194/? [15:18<00:00,  2.39it/s]
Epoch 0: |          | 2194/? [15:18<00:00,  2.39it/s]
Epoch 0: |          | 2195/? [15:18<00:00,  2.39it/s]
Epoch 0: |          | 2195/? [15:18<00:00,  2.39it/s]
Epoch 0: |          | 2196/? [15:18<00:00,  2.39it/s]
Epoch 0: |          | 2196/? [15:18<00:00,  2.39it/s]
Epoch 0: |          | 2197/? [15:19<00:00,  2.39it/s]
Epoch 0: |          | 2197/? [15:19<00:00,  2.39it/s]
Epoch 0: |          | 2198/? [15:19<00:00,  2.39it/s]
Epoch 0: |          | 2198/? [15:19<00:00,  2.39it/s]
Epoch 0: |          | 2199/? [15:20<00:00,  2.39it/s]
Epoch 0: |          | 2199/? [15:20<00:00,  2.39it/s]
Epoch 0: |          | 2200/? [15:20<00:00,  2.39it/s]
Epoch 0: |          | 2200/? [15:20<00:00,  2.39it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  6.94it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  7.12it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.04it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.14it/s]

Epoch 0: |          | 2200/? [15:21<00:00,  2.39it/s]
Epoch 0: |          | 2201/? [15:21<00:00,  2.39it/s]
Epoch 0: |          | 2201/? [15:21<00:00,  2.39it/s]
Epoch 0: |          | 2202/? [15:21<00:00,  2.39it/s]
Epoch 0: |          | 2202/? [15:21<00:00,  2.39it/s]
Epoch 0: |          | 2203/? [15:22<00:00,  2.39it/s]
Epoch 0: |          | 2203/? [15:22<00:00,  2.39it/s]
Epoch 0: |          | 2204/? [15:22<00:00,  2.39it/s]
Epoch 0: |          | 2204/? [15:22<00:00,  2.39it/s]
Epoch 0: |          | 2205/? [15:22<00:00,  2.39it/s]
Epoch 0: |          | 2205/? [15:22<00:00,  2.39it/s]
Epoch 0: |          | 2206/? [15:23<00:00,  2.39it/s]
Epoch 0: |          | 2206/? [15:23<00:00,  2.39it/s]
Epoch 0: |          | 2207/? [15:23<00:00,  2.39it/s]
Epoch 0: |          | 2207/? [15:23<00:00,  2.39it/s]
Epoch 0: |          | 2208/? [15:24<00:00,  2.39it/s]
Epoch 0: |          | 2208/? [15:24<00:00,  2.39it/s]
Epoch 0: |          | 2209/? [15:24<00:00,  2.39it/s]
Epoch 0: |          | 2209/? [15:24<00:00,  2.39it/s]
Epoch 0: |          | 2210/? [15:24<00:00,  2.39it/s]
Epoch 0: |          | 2210/? [15:24<00:00,  2.39it/s]
Epoch 0: |          | 2211/? [15:25<00:00,  2.39it/s]
Epoch 0: |          | 2211/? [15:25<00:00,  2.39it/s]
Epoch 0: |          | 2212/? [15:25<00:00,  2.39it/s]
Epoch 0: |          | 2212/? [15:25<00:00,  2.39it/s]
Epoch 0: |          | 2213/? [15:26<00:00,  2.39it/s]
Epoch 0: |          | 2213/? [15:26<00:00,  2.39it/s]
Epoch 0: |          | 2214/? [15:26<00:00,  2.39it/s]
Epoch 0: |          | 2214/? [15:26<00:00,  2.39it/s]
Epoch 0: |          | 2215/? [15:26<00:00,  2.39it/s]
Epoch 0: |          | 2215/? [15:26<00:00,  2.39it/s]
Epoch 0: |          | 2216/? [15:27<00:00,  2.39it/s]
Epoch 0: |          | 2216/? [15:27<00:00,  2.39it/s]
Epoch 0: |          | 2217/? [15:27<00:00,  2.39it/s]
Epoch 0: |          | 2217/? [15:27<00:00,  2.39it/s]
Epoch 0: |          | 2218/? [15:27<00:00,  2.39it/s]
Epoch 0: |          | 2218/? [15:27<00:00,  2.39it/s]
Epoch 0: |          | 2219/? [15:28<00:00,  2.39it/s]
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Epoch 0: |          | 2241/? [15:36<00:00,  2.39it/s]
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Epoch 0: |          | 2243/? [15:37<00:00,  2.39it/s]
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Epoch 0: |          | 2248/? [15:39<00:00,  2.39it/s]
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Epoch 0: |          | 2252/? [15:40<00:00,  2.39it/s]
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Epoch 0: |          | 2254/? [15:41<00:00,  2.39it/s]
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Epoch 0: |          | 2257/? [15:42<00:00,  2.39it/s]
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Epoch 0: |          | 2267/? [15:46<00:00,  2.39it/s]
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Epoch 0: |          | 2270/? [15:47<00:00,  2.40it/s]
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Epoch 0: |          | 2271/? [15:48<00:00,  2.40it/s]
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Epoch 0: |          | 2276/? [15:50<00:00,  2.40it/s]
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Epoch 0: |          | 2280/? [15:51<00:00,  2.40it/s]
Epoch 0: |          | 2280/? [15:51<00:00,  2.40it/s]
Epoch 0: |          | 2281/? [15:52<00:00,  2.40it/s]
Epoch 0: |          | 2281/? [15:52<00:00,  2.40it/s]
Epoch 0: |          | 2282/? [15:52<00:00,  2.40it/s]
Epoch 0: |          | 2282/? [15:52<00:00,  2.40it/s]
Epoch 0: |          | 2283/? [15:52<00:00,  2.40it/s]
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Epoch 0: |          | 2284/? [15:53<00:00,  2.40it/s]
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Epoch 0: |          | 2285/? [15:53<00:00,  2.40it/s]
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Epoch 0: |          | 2286/? [15:53<00:00,  2.40it/s]
Epoch 0: |          | 2286/? [15:53<00:00,  2.40it/s]
Epoch 0: |          | 2287/? [15:54<00:00,  2.40it/s]
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Epoch 0: |          | 2288/? [15:54<00:00,  2.40it/s]
Epoch 0: |          | 2288/? [15:54<00:00,  2.40it/s]
Epoch 0: |          | 2289/? [15:55<00:00,  2.40it/s]
Epoch 0: |          | 2289/? [15:55<00:00,  2.40it/s]
Epoch 0: |          | 2290/? [15:55<00:00,  2.40it/s]
Epoch 0: |          | 2290/? [15:55<00:00,  2.40it/s]
Epoch 0: |          | 2291/? [15:55<00:00,  2.40it/s]
Epoch 0: |          | 2291/? [15:55<00:00,  2.40it/s]
Epoch 0: |          | 2292/? [15:56<00:00,  2.40it/s]
Epoch 0: |          | 2292/? [15:56<00:00,  2.40it/s]
Epoch 0: |          | 2293/? [15:56<00:00,  2.40it/s]
Epoch 0: |          | 2293/? [15:56<00:00,  2.40it/s]
Epoch 0: |          | 2294/? [15:56<00:00,  2.40it/s]
Epoch 0: |          | 2294/? [15:56<00:00,  2.40it/s]
Epoch 0: |          | 2295/? [15:57<00:00,  2.40it/s]
Epoch 0: |          | 2295/? [15:57<00:00,  2.40it/s]
Epoch 0: |          | 2296/? [15:57<00:00,  2.40it/s]
Epoch 0: |          | 2296/? [15:57<00:00,  2.40it/s]
Epoch 0: |          | 2297/? [15:58<00:00,  2.40it/s]
Epoch 0: |          | 2297/? [15:58<00:00,  2.40it/s]
Epoch 0: |          | 2298/? [15:58<00:00,  2.40it/s]
Epoch 0: |          | 2298/? [15:58<00:00,  2.40it/s]
Epoch 0: |          | 2299/? [15:58<00:00,  2.40it/s]
Epoch 0: |          | 2299/? [15:58<00:00,  2.40it/s]
Epoch 0: |          | 2300/? [15:59<00:00,  2.40it/s]
Epoch 0: |          | 2300/? [15:59<00:00,  2.40it/s]
Epoch 0: |          | 2301/? [15:59<00:00,  2.40it/s]
Epoch 0: |          | 2301/? [15:59<00:00,  2.40it/s]
Epoch 0: |          | 2302/? [16:00<00:00,  2.40it/s]
Epoch 0: |          | 2302/? [16:00<00:00,  2.40it/s]
Epoch 0: |          | 2303/? [16:00<00:00,  2.40it/s]
Epoch 0: |          | 2303/? [16:00<00:00,  2.40it/s]
Epoch 0: |          | 2304/? [16:00<00:00,  2.40it/s]
Epoch 0: |          | 2304/? [16:00<00:00,  2.40it/s]
Epoch 0: |          | 2305/? [16:01<00:00,  2.40it/s]
Epoch 0: |          | 2305/? [16:01<00:00,  2.40it/s]
Epoch 0: |          | 2306/? [16:01<00:00,  2.40it/s]
Epoch 0: |          | 2306/? [16:01<00:00,  2.40it/s]
Epoch 0: |          | 2307/? [16:01<00:00,  2.40it/s]
Epoch 0: |          | 2307/? [16:01<00:00,  2.40it/s]
Epoch 0: |          | 2308/? [16:02<00:00,  2.40it/s]
Epoch 0: |          | 2308/? [16:02<00:00,  2.40it/s]
Epoch 0: |          | 2309/? [16:02<00:00,  2.40it/s]
Epoch 0: |          | 2309/? [16:02<00:00,  2.40it/s]
Epoch 0: |          | 2310/? [16:03<00:00,  2.40it/s]
Epoch 0: |          | 2310/? [16:03<00:00,  2.40it/s]
Epoch 0: |          | 2311/? [16:03<00:00,  2.40it/s]
Epoch 0: |          | 2311/? [16:03<00:00,  2.40it/s]
Epoch 0: |          | 2312/? [16:03<00:00,  2.40it/s]
Epoch 0: |          | 2312/? [16:03<00:00,  2.40it/s]
Epoch 0: |          | 2313/? [16:04<00:00,  2.40it/s]
Epoch 0: |          | 2313/? [16:04<00:00,  2.40it/s]
Epoch 0: |          | 2314/? [16:04<00:00,  2.40it/s]
Epoch 0: |          | 2314/? [16:04<00:00,  2.40it/s]
Epoch 0: |          | 2315/? [16:04<00:00,  2.40it/s]
Epoch 0: |          | 2315/? [16:04<00:00,  2.40it/s]
Epoch 0: |          | 2316/? [16:05<00:00,  2.40it/s]
Epoch 0: |          | 2316/? [16:05<00:00,  2.40it/s]
Epoch 0: |          | 2317/? [16:05<00:00,  2.40it/s]
Epoch 0: |          | 2317/? [16:05<00:00,  2.40it/s]
Epoch 0: |          | 2318/? [16:06<00:00,  2.40it/s]
Epoch 0: |          | 2318/? [16:06<00:00,  2.40it/s]
Epoch 0: |          | 2319/? [16:06<00:00,  2.40it/s]
Epoch 0: |          | 2319/? [16:06<00:00,  2.40it/s]
Epoch 0: |          | 2320/? [16:06<00:00,  2.40it/s]
Epoch 0: |          | 2320/? [16:06<00:00,  2.40it/s]
Epoch 0: |          | 2321/? [16:07<00:00,  2.40it/s]
Epoch 0: |          | 2321/? [16:07<00:00,  2.40it/s]
Epoch 0: |          | 2322/? [16:07<00:00,  2.40it/s]
Epoch 0: |          | 2322/? [16:07<00:00,  2.40it/s]
Epoch 0: |          | 2323/? [16:08<00:00,  2.40it/s]
Epoch 0: |          | 2323/? [16:08<00:00,  2.40it/s]
Epoch 0: |          | 2324/? [16:08<00:00,  2.40it/s]
Epoch 0: |          | 2324/? [16:08<00:00,  2.40it/s]
Epoch 0: |          | 2325/? [16:08<00:00,  2.40it/s]
Epoch 0: |          | 2325/? [16:08<00:00,  2.40it/s]
Epoch 0: |          | 2326/? [16:09<00:00,  2.40it/s]
Epoch 0: |          | 2326/? [16:09<00:00,  2.40it/s]
Epoch 0: |          | 2327/? [16:09<00:00,  2.40it/s]
Epoch 0: |          | 2327/? [16:09<00:00,  2.40it/s]
Epoch 0: |          | 2328/? [16:09<00:00,  2.40it/s]
Epoch 0: |          | 2328/? [16:09<00:00,  2.40it/s]
Epoch 0: |          | 2329/? [16:10<00:00,  2.40it/s]
Epoch 0: |          | 2329/? [16:10<00:00,  2.40it/s]
Epoch 0: |          | 2330/? [16:10<00:00,  2.40it/s]
Epoch 0: |          | 2330/? [16:10<00:00,  2.40it/s]
Epoch 0: |          | 2331/? [16:11<00:00,  2.40it/s]
Epoch 0: |          | 2331/? [16:11<00:00,  2.40it/s]
Epoch 0: |          | 2332/? [16:11<00:00,  2.40it/s]
Epoch 0: |          | 2332/? [16:11<00:00,  2.40it/s]
Epoch 0: |          | 2333/? [16:11<00:00,  2.40it/s]
Epoch 0: |          | 2333/? [16:11<00:00,  2.40it/s]
Epoch 0: |          | 2334/? [16:12<00:00,  2.40it/s]
Epoch 0: |          | 2334/? [16:12<00:00,  2.40it/s]
Epoch 0: |          | 2335/? [16:12<00:00,  2.40it/s]
Epoch 0: |          | 2335/? [16:12<00:00,  2.40it/s]
Epoch 0: |          | 2336/? [16:13<00:00,  2.40it/s]
Epoch 0: |          | 2336/? [16:13<00:00,  2.40it/s]
Epoch 0: |          | 2337/? [16:13<00:00,  2.40it/s]
Epoch 0: |          | 2337/? [16:13<00:00,  2.40it/s]
Epoch 0: |          | 2338/? [16:13<00:00,  2.40it/s]
Epoch 0: |          | 2338/? [16:13<00:00,  2.40it/s]
Epoch 0: |          | 2339/? [16:14<00:00,  2.40it/s]
Epoch 0: |          | 2339/? [16:14<00:00,  2.40it/s]
Epoch 0: |          | 2340/? [16:14<00:00,  2.40it/s]
Epoch 0: |          | 2340/? [16:14<00:00,  2.40it/s]
Epoch 0: |          | 2341/? [16:14<00:00,  2.40it/s]
Epoch 0: |          | 2341/? [16:14<00:00,  2.40it/s]
Epoch 0: |          | 2342/? [16:15<00:00,  2.40it/s]
Epoch 0: |          | 2342/? [16:15<00:00,  2.40it/s]
Epoch 0: |          | 2343/? [16:15<00:00,  2.40it/s]
Epoch 0: |          | 2343/? [16:15<00:00,  2.40it/s]
Epoch 0: |          | 2344/? [16:16<00:00,  2.40it/s]
Epoch 0: |          | 2344/? [16:16<00:00,  2.40it/s]
Epoch 0: |          | 2345/? [16:16<00:00,  2.40it/s]
Epoch 0: |          | 2345/? [16:16<00:00,  2.40it/s]
Epoch 0: |          | 2346/? [16:16<00:00,  2.40it/s]
Epoch 0: |          | 2346/? [16:16<00:00,  2.40it/s]
Epoch 0: |          | 2347/? [16:17<00:00,  2.40it/s]
Epoch 0: |          | 2347/? [16:17<00:00,  2.40it/s]
Epoch 0: |          | 2348/? [16:17<00:00,  2.40it/s]
Epoch 0: |          | 2348/? [16:17<00:00,  2.40it/s]
Epoch 0: |          | 2349/? [16:17<00:00,  2.40it/s]
Epoch 0: |          | 2349/? [16:17<00:00,  2.40it/s]
Epoch 0: |          | 2350/? [16:18<00:00,  2.40it/s]
Epoch 0: |          | 2350/? [16:18<00:00,  2.40it/s]
Epoch 0: |          | 2351/? [16:18<00:00,  2.40it/s]
Epoch 0: |          | 2351/? [16:18<00:00,  2.40it/s]
Epoch 0: |          | 2352/? [16:19<00:00,  2.40it/s]
Epoch 0: |          | 2352/? [16:19<00:00,  2.40it/s]
Epoch 0: |          | 2353/? [16:19<00:00,  2.40it/s]
Epoch 0: |          | 2353/? [16:19<00:00,  2.40it/s]
Epoch 0: |          | 2354/? [16:19<00:00,  2.40it/s]
Epoch 0: |          | 2354/? [16:19<00:00,  2.40it/s]
Epoch 0: |          | 2355/? [16:20<00:00,  2.40it/s]
Epoch 0: |          | 2355/? [16:20<00:00,  2.40it/s]
Epoch 0: |          | 2356/? [16:20<00:00,  2.40it/s]
Epoch 0: |          | 2356/? [16:20<00:00,  2.40it/s]
Epoch 0: |          | 2357/? [16:21<00:00,  2.40it/s]
Epoch 0: |          | 2357/? [16:21<00:00,  2.40it/s]
Epoch 0: |          | 2358/? [16:21<00:00,  2.40it/s]
Epoch 0: |          | 2358/? [16:21<00:00,  2.40it/s]
Epoch 0: |          | 2359/? [16:21<00:00,  2.40it/s]
Epoch 0: |          | 2359/? [16:21<00:00,  2.40it/s]
Epoch 0: |          | 2360/? [16:22<00:00,  2.40it/s]
Epoch 0: |          | 2360/? [16:22<00:00,  2.40it/s]
Epoch 0: |          | 2361/? [16:22<00:00,  2.40it/s]
Epoch 0: |          | 2361/? [16:22<00:00,  2.40it/s]
Epoch 0: |          | 2362/? [16:22<00:00,  2.40it/s]
Epoch 0: |          | 2362/? [16:22<00:00,  2.40it/s]
Epoch 0: |          | 2363/? [16:23<00:00,  2.40it/s]
Epoch 0: |          | 2363/? [16:23<00:00,  2.40it/s]
Epoch 0: |          | 2364/? [16:23<00:00,  2.40it/s]
Epoch 0: |          | 2364/? [16:23<00:00,  2.40it/s]
Epoch 0: |          | 2365/? [16:24<00:00,  2.40it/s]
Epoch 0: |          | 2365/? [16:24<00:00,  2.40it/s]
Epoch 0: |          | 2366/? [16:24<00:00,  2.40it/s]
Epoch 0: |          | 2366/? [16:24<00:00,  2.40it/s]
Epoch 0: |          | 2367/? [16:24<00:00,  2.40it/s]
Epoch 0: |          | 2367/? [16:24<00:00,  2.40it/s]
Epoch 0: |          | 2368/? [16:25<00:00,  2.40it/s]
Epoch 0: |          | 2368/? [16:25<00:00,  2.40it/s]
Epoch 0: |          | 2369/? [16:25<00:00,  2.40it/s]
Epoch 0: |          | 2369/? [16:25<00:00,  2.40it/s]
Epoch 0: |          | 2370/? [16:25<00:00,  2.40it/s]
Epoch 0: |          | 2370/? [16:25<00:00,  2.40it/s]
Epoch 0: |          | 2371/? [16:26<00:00,  2.40it/s]
Epoch 0: |          | 2371/? [16:26<00:00,  2.40it/s]
Epoch 0: |          | 2372/? [16:26<00:00,  2.40it/s]
Epoch 0: |          | 2372/? [16:26<00:00,  2.40it/s]
Epoch 0: |          | 2373/? [16:27<00:00,  2.40it/s]
Epoch 0: |          | 2373/? [16:27<00:00,  2.40it/s]
Epoch 0: |          | 2374/? [16:27<00:00,  2.40it/s]
Epoch 0: |          | 2374/? [16:27<00:00,  2.40it/s]
Epoch 0: |          | 2375/? [16:27<00:00,  2.40it/s]
Epoch 0: |          | 2375/? [16:27<00:00,  2.40it/s]
Epoch 0: |          | 2376/? [16:28<00:00,  2.40it/s]
Epoch 0: |          | 2376/? [16:28<00:00,  2.40it/s]
Epoch 0: |          | 2377/? [16:28<00:00,  2.40it/s]
Epoch 0: |          | 2377/? [16:28<00:00,  2.40it/s]
Epoch 0: |          | 2378/? [16:29<00:00,  2.40it/s]
Epoch 0: |          | 2378/? [16:29<00:00,  2.40it/s]
Epoch 0: |          | 2379/? [16:29<00:00,  2.40it/s]
Epoch 0: |          | 2379/? [16:29<00:00,  2.40it/s]
Epoch 0: |          | 2380/? [16:29<00:00,  2.40it/s]
Epoch 0: |          | 2380/? [16:29<00:00,  2.40it/s]
Epoch 0: |          | 2381/? [16:30<00:00,  2.40it/s]
Epoch 0: |          | 2381/? [16:30<00:00,  2.40it/s]
Epoch 0: |          | 2382/? [16:30<00:00,  2.40it/s]
Epoch 0: |          | 2382/? [16:30<00:00,  2.40it/s]
Epoch 0: |          | 2383/? [16:30<00:00,  2.40it/s]
Epoch 0: |          | 2383/? [16:30<00:00,  2.40it/s]
Epoch 0: |          | 2384/? [16:31<00:00,  2.40it/s]
Epoch 0: |          | 2384/? [16:31<00:00,  2.40it/s]
Epoch 0: |          | 2385/? [16:31<00:00,  2.40it/s]
Epoch 0: |          | 2385/? [16:31<00:00,  2.40it/s]
Epoch 0: |          | 2386/? [16:32<00:00,  2.41it/s]
Epoch 0: |          | 2386/? [16:32<00:00,  2.41it/s]
Epoch 0: |          | 2387/? [16:32<00:00,  2.41it/s]
Epoch 0: |          | 2387/? [16:32<00:00,  2.41it/s]
Epoch 0: |          | 2388/? [16:32<00:00,  2.41it/s]
Epoch 0: |          | 2388/? [16:32<00:00,  2.41it/s]
Epoch 0: |          | 2389/? [16:33<00:00,  2.41it/s]
Epoch 0: |          | 2389/? [16:33<00:00,  2.41it/s]
Epoch 0: |          | 2390/? [16:33<00:00,  2.41it/s]
Epoch 0: |          | 2390/? [16:33<00:00,  2.41it/s]
Epoch 0: |          | 2391/? [16:33<00:00,  2.41it/s]
Epoch 0: |          | 2391/? [16:33<00:00,  2.41it/s]
Epoch 0: |          | 2392/? [16:34<00:00,  2.41it/s]
Epoch 0: |          | 2392/? [16:34<00:00,  2.41it/s]
Epoch 0: |          | 2393/? [16:34<00:00,  2.41it/s]
Epoch 0: |          | 2393/? [16:34<00:00,  2.41it/s]
Epoch 0: |          | 2394/? [16:35<00:00,  2.41it/s]
Epoch 0: |          | 2394/? [16:35<00:00,  2.41it/s]
Epoch 0: |          | 2395/? [16:35<00:00,  2.41it/s]
Epoch 0: |          | 2395/? [16:35<00:00,  2.41it/s]
Epoch 0: |          | 2396/? [16:35<00:00,  2.41it/s]
Epoch 0: |          | 2396/? [16:35<00:00,  2.41it/s]
Epoch 0: |          | 2397/? [16:36<00:00,  2.41it/s]
Epoch 0: |          | 2397/? [16:36<00:00,  2.41it/s]
Epoch 0: |          | 2398/? [16:36<00:00,  2.41it/s]
Epoch 0: |          | 2398/? [16:36<00:00,  2.41it/s]
Epoch 0: |          | 2399/? [16:37<00:00,  2.41it/s]
Epoch 0: |          | 2399/? [16:37<00:00,  2.41it/s]
Epoch 0: |          | 2400/? [16:37<00:00,  2.41it/s]
Epoch 0: |          | 2400/? [16:37<00:00,  2.41it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  6.84it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  7.06it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.02it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.02it/s]

Epoch 0: |          | 2400/? [16:38<00:00,  2.40it/s]
Epoch 0: |          | 2401/? [16:38<00:00,  2.40it/s]
Epoch 0: |          | 2401/? [16:38<00:00,  2.40it/s]
Epoch 0: |          | 2402/? [16:38<00:00,  2.40it/s]
Epoch 0: |          | 2402/? [16:38<00:00,  2.40it/s]
Epoch 0: |          | 2403/? [16:39<00:00,  2.41it/s]
Epoch 0: |          | 2403/? [16:39<00:00,  2.41it/s]
Epoch 0: |          | 2404/? [16:39<00:00,  2.41it/s]
Epoch 0: |          | 2404/? [16:39<00:00,  2.41it/s]
Epoch 0: |          | 2405/? [16:39<00:00,  2.41it/s]
Epoch 0: |          | 2405/? [16:39<00:00,  2.41it/s]
Epoch 0: |          | 2406/? [16:40<00:00,  2.41it/s]
Epoch 0: |          | 2406/? [16:40<00:00,  2.41it/s]
Epoch 0: |          | 2407/? [16:40<00:00,  2.41it/s]
Epoch 0: |          | 2407/? [16:40<00:00,  2.41it/s]
Epoch 0: |          | 2408/? [16:41<00:00,  2.41it/s]
Epoch 0: |          | 2408/? [16:41<00:00,  2.41it/s]
Epoch 0: |          | 2409/? [16:41<00:00,  2.41it/s]
Epoch 0: |          | 2409/? [16:41<00:00,  2.41it/s]
Epoch 0: |          | 2410/? [16:41<00:00,  2.41it/s]
Epoch 0: |          | 2410/? [16:41<00:00,  2.41it/s]
Epoch 0: |          | 2411/? [16:42<00:00,  2.41it/s]
Epoch 0: |          | 2411/? [16:42<00:00,  2.41it/s]
Epoch 0: |          | 2412/? [16:42<00:00,  2.41it/s]
Epoch 0: |          | 2412/? [16:42<00:00,  2.41it/s]
Epoch 0: |          | 2413/? [16:42<00:00,  2.41it/s]
Epoch 0: |          | 2413/? [16:42<00:00,  2.41it/s]
Epoch 0: |          | 2414/? [16:43<00:00,  2.41it/s]
Epoch 0: |          | 2414/? [16:43<00:00,  2.41it/s]
Epoch 0: |          | 2415/? [16:43<00:00,  2.41it/s]
Epoch 0: |          | 2415/? [16:43<00:00,  2.41it/s]
Epoch 0: |          | 2416/? [16:44<00:00,  2.41it/s]
Epoch 0: |          | 2416/? [16:44<00:00,  2.41it/s]
Epoch 0: |          | 2417/? [16:44<00:00,  2.41it/s]
Epoch 0: |          | 2417/? [16:44<00:00,  2.41it/s]
Epoch 0: |          | 2418/? [16:44<00:00,  2.41it/s]
Epoch 0: |          | 2418/? [16:44<00:00,  2.41it/s]
Epoch 0: |          | 2419/? [16:45<00:00,  2.41it/s]
Epoch 0: |          | 2419/? [16:45<00:00,  2.41it/s]
Epoch 0: |          | 2420/? [16:45<00:00,  2.41it/s]
Epoch 0: |          | 2420/? [16:45<00:00,  2.41it/s]
Epoch 0: |          | 2421/? [16:46<00:00,  2.41it/s]
Epoch 0: |          | 2421/? [16:46<00:00,  2.41it/s]
Epoch 0: |          | 2422/? [16:46<00:00,  2.41it/s]
Epoch 0: |          | 2422/? [16:46<00:00,  2.41it/s]
Epoch 0: |          | 2423/? [16:46<00:00,  2.41it/s]
Epoch 0: |          | 2423/? [16:46<00:00,  2.41it/s]
Epoch 0: |          | 2424/? [16:47<00:00,  2.41it/s]
Epoch 0: |          | 2424/? [16:47<00:00,  2.41it/s]
Epoch 0: |          | 2425/? [16:47<00:00,  2.41it/s]
Epoch 0: |          | 2425/? [16:47<00:00,  2.41it/s]
Epoch 0: |          | 2426/? [16:47<00:00,  2.41it/s]
Epoch 0: |          | 2426/? [16:47<00:00,  2.41it/s]
Epoch 0: |          | 2427/? [16:48<00:00,  2.41it/s]
Epoch 0: |          | 2427/? [16:48<00:00,  2.41it/s]
Epoch 0: |          | 2428/? [16:48<00:00,  2.41it/s]
Epoch 0: |          | 2428/? [16:48<00:00,  2.41it/s]
Epoch 0: |          | 2429/? [16:49<00:00,  2.41it/s]
Epoch 0: |          | 2429/? [16:49<00:00,  2.41it/s]
Epoch 0: |          | 2430/? [16:49<00:00,  2.41it/s]
Epoch 0: |          | 2430/? [16:49<00:00,  2.41it/s]
Epoch 0: |          | 2431/? [16:49<00:00,  2.41it/s]
Epoch 0: |          | 2431/? [16:49<00:00,  2.41it/s]
Epoch 0: |          | 2432/? [16:50<00:00,  2.41it/s]
Epoch 0: |          | 2432/? [16:50<00:00,  2.41it/s]
Epoch 0: |          | 2433/? [16:50<00:00,  2.41it/s]
Epoch 0: |          | 2433/? [16:50<00:00,  2.41it/s]
Epoch 0: |          | 2434/? [16:50<00:00,  2.41it/s]
Epoch 0: |          | 2434/? [16:50<00:00,  2.41it/s]
Epoch 0: |          | 2435/? [16:51<00:00,  2.41it/s]
Epoch 0: |          | 2435/? [16:51<00:00,  2.41it/s]
Epoch 0: |          | 2436/? [16:51<00:00,  2.41it/s]
Epoch 0: |          | 2436/? [16:51<00:00,  2.41it/s]
Epoch 0: |          | 2437/? [16:52<00:00,  2.41it/s]
Epoch 0: |          | 2437/? [16:52<00:00,  2.41it/s]
Epoch 0: |          | 2438/? [16:52<00:00,  2.41it/s]
Epoch 0: |          | 2438/? [16:52<00:00,  2.41it/s]
Epoch 0: |          | 2439/? [16:52<00:00,  2.41it/s]
Epoch 0: |          | 2439/? [16:52<00:00,  2.41it/s]
Epoch 0: |          | 2440/? [16:53<00:00,  2.41it/s]
Epoch 0: |          | 2440/? [16:53<00:00,  2.41it/s]
Epoch 0: |          | 2441/? [16:53<00:00,  2.41it/s]
Epoch 0: |          | 2441/? [16:53<00:00,  2.41it/s]
Epoch 0: |          | 2442/? [16:54<00:00,  2.41it/s]
Epoch 0: |          | 2442/? [16:54<00:00,  2.41it/s]
Epoch 0: |          | 2443/? [16:54<00:00,  2.41it/s]
Epoch 0: |          | 2443/? [16:54<00:00,  2.41it/s]
Epoch 0: |          | 2444/? [16:54<00:00,  2.41it/s]
Epoch 0: |          | 2444/? [16:54<00:00,  2.41it/s]
Epoch 0: |          | 2445/? [16:55<00:00,  2.41it/s]
Epoch 0: |          | 2445/? [16:55<00:00,  2.41it/s]
Epoch 0: |          | 2446/? [16:55<00:00,  2.41it/s]
Epoch 0: |          | 2446/? [16:55<00:00,  2.41it/s]
Epoch 0: |          | 2447/? [16:55<00:00,  2.41it/s]
Epoch 0: |          | 2447/? [16:55<00:00,  2.41it/s]
Epoch 0: |          | 2448/? [16:56<00:00,  2.41it/s]
Epoch 0: |          | 2448/? [16:56<00:00,  2.41it/s]
Epoch 0: |          | 2449/? [16:56<00:00,  2.41it/s]
Epoch 0: |          | 2449/? [16:56<00:00,  2.41it/s]
Epoch 0: |          | 2450/? [16:57<00:00,  2.41it/s]
Epoch 0: |          | 2450/? [16:57<00:00,  2.41it/s]
Epoch 0: |          | 2451/? [16:57<00:00,  2.41it/s]
Epoch 0: |          | 2451/? [16:57<00:00,  2.41it/s]
Epoch 0: |          | 2452/? [16:57<00:00,  2.41it/s]
Epoch 0: |          | 2452/? [16:57<00:00,  2.41it/s]
Epoch 0: |          | 2453/? [16:58<00:00,  2.41it/s]
Epoch 0: |          | 2453/? [16:58<00:00,  2.41it/s]
Epoch 0: |          | 2454/? [16:58<00:00,  2.41it/s]
Epoch 0: |          | 2454/? [16:58<00:00,  2.41it/s]
Epoch 0: |          | 2455/? [16:59<00:00,  2.41it/s]
Epoch 0: |          | 2455/? [16:59<00:00,  2.41it/s]
Epoch 0: |          | 2456/? [16:59<00:00,  2.41it/s]
Epoch 0: |          | 2456/? [16:59<00:00,  2.41it/s]
Epoch 0: |          | 2457/? [16:59<00:00,  2.41it/s]
Epoch 0: |          | 2457/? [16:59<00:00,  2.41it/s]
Epoch 0: |          | 2458/? [17:00<00:00,  2.41it/s]
Epoch 0: |          | 2458/? [17:00<00:00,  2.41it/s]
Epoch 0: |          | 2459/? [17:00<00:00,  2.41it/s]
Epoch 0: |          | 2459/? [17:00<00:00,  2.41it/s]
Epoch 0: |          | 2460/? [17:00<00:00,  2.41it/s]
Epoch 0: |          | 2460/? [17:00<00:00,  2.41it/s]
Epoch 0: |          | 2461/? [17:01<00:00,  2.41it/s]
Epoch 0: |          | 2461/? [17:01<00:00,  2.41it/s]
Epoch 0: |          | 2462/? [17:01<00:00,  2.41it/s]
Epoch 0: |          | 2462/? [17:01<00:00,  2.41it/s]
Epoch 0: |          | 2463/? [17:02<00:00,  2.41it/s]
Epoch 0: |          | 2463/? [17:02<00:00,  2.41it/s]
Epoch 0: |          | 2464/? [17:02<00:00,  2.41it/s]
Epoch 0: |          | 2464/? [17:02<00:00,  2.41it/s]
Epoch 0: |          | 2465/? [17:02<00:00,  2.41it/s]
Epoch 0: |          | 2465/? [17:02<00:00,  2.41it/s]
Epoch 0: |          | 2466/? [17:03<00:00,  2.41it/s]
Epoch 0: |          | 2466/? [17:03<00:00,  2.41it/s]
Epoch 0: |          | 2467/? [17:03<00:00,  2.41it/s]
Epoch 0: |          | 2467/? [17:03<00:00,  2.41it/s]
Epoch 0: |          | 2468/? [17:04<00:00,  2.41it/s]
Epoch 0: |          | 2468/? [17:04<00:00,  2.41it/s]
Epoch 0: |          | 2469/? [17:04<00:00,  2.41it/s]
Epoch 0: |          | 2469/? [17:04<00:00,  2.41it/s]
Epoch 0: |          | 2470/? [17:04<00:00,  2.41it/s]
Epoch 0: |          | 2470/? [17:04<00:00,  2.41it/s]
Epoch 0: |          | 2471/? [17:05<00:00,  2.41it/s]
Epoch 0: |          | 2471/? [17:05<00:00,  2.41it/s]
Epoch 0: |          | 2472/? [17:05<00:00,  2.41it/s]
Epoch 0: |          | 2472/? [17:05<00:00,  2.41it/s]
Epoch 0: |          | 2473/? [17:05<00:00,  2.41it/s]
Epoch 0: |          | 2473/? [17:05<00:00,  2.41it/s]
Epoch 0: |          | 2474/? [17:06<00:00,  2.41it/s]
Epoch 0: |          | 2474/? [17:06<00:00,  2.41it/s]
Epoch 0: |          | 2475/? [17:06<00:00,  2.41it/s]
Epoch 0: |          | 2475/? [17:06<00:00,  2.41it/s]
Epoch 0: |          | 2476/? [17:07<00:00,  2.41it/s]
Epoch 0: |          | 2476/? [17:07<00:00,  2.41it/s]
Epoch 0: |          | 2477/? [17:07<00:00,  2.41it/s]
Epoch 0: |          | 2477/? [17:07<00:00,  2.41it/s]
Epoch 0: |          | 2478/? [17:07<00:00,  2.41it/s]
Epoch 0: |          | 2478/? [17:07<00:00,  2.41it/s]
Epoch 0: |          | 2479/? [17:08<00:00,  2.41it/s]
Epoch 0: |          | 2479/? [17:08<00:00,  2.41it/s]
Epoch 0: |          | 2480/? [17:08<00:00,  2.41it/s]
Epoch 0: |          | 2480/? [17:08<00:00,  2.41it/s]
Epoch 0: |          | 2481/? [17:08<00:00,  2.41it/s]
Epoch 0: |          | 2481/? [17:08<00:00,  2.41it/s]
Epoch 0: |          | 2482/? [17:09<00:00,  2.41it/s]
Epoch 0: |          | 2482/? [17:09<00:00,  2.41it/s]
Epoch 0: |          | 2483/? [17:09<00:00,  2.41it/s]
Epoch 0: |          | 2483/? [17:09<00:00,  2.41it/s]
Epoch 0: |          | 2484/? [17:10<00:00,  2.41it/s]
Epoch 0: |          | 2484/? [17:10<00:00,  2.41it/s]
Epoch 0: |          | 2485/? [17:10<00:00,  2.41it/s]
Epoch 0: |          | 2485/? [17:10<00:00,  2.41it/s]
Epoch 0: |          | 2486/? [17:10<00:00,  2.41it/s]
Epoch 0: |          | 2486/? [17:10<00:00,  2.41it/s]
Epoch 0: |          | 2487/? [17:11<00:00,  2.41it/s]
Epoch 0: |          | 2487/? [17:11<00:00,  2.41it/s]
Epoch 0: |          | 2488/? [17:11<00:00,  2.41it/s]
Epoch 0: |          | 2488/? [17:11<00:00,  2.41it/s]
Epoch 0: |          | 2489/? [17:11<00:00,  2.41it/s]
Epoch 0: |          | 2489/? [17:11<00:00,  2.41it/s]
Epoch 0: |          | 2490/? [17:12<00:00,  2.41it/s]
Epoch 0: |          | 2490/? [17:12<00:00,  2.41it/s]
Epoch 0: |          | 2491/? [17:12<00:00,  2.41it/s]
Epoch 0: |          | 2491/? [17:12<00:00,  2.41it/s]
Epoch 0: |          | 2492/? [17:13<00:00,  2.41it/s]
Epoch 0: |          | 2492/? [17:13<00:00,  2.41it/s]
Epoch 0: |          | 2493/? [17:13<00:00,  2.41it/s]
Epoch 0: |          | 2493/? [17:13<00:00,  2.41it/s]
Epoch 0: |          | 2494/? [17:13<00:00,  2.41it/s]
Epoch 0: |          | 2494/? [17:13<00:00,  2.41it/s]
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Epoch 0: |          | 2500/? [17:16<00:00,  2.41it/s]
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Epoch 0: |          | 2502/? [17:16<00:00,  2.41it/s]
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Epoch 0: |          | 2505/? [17:18<00:00,  2.41it/s]
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Epoch 0: |          | 2506/? [17:18<00:00,  2.41it/s]
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Epoch 0: |          | 2507/? [17:18<00:00,  2.41it/s]
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Epoch 0: |          | 2508/? [17:19<00:00,  2.41it/s]
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Epoch 0: |          | 2510/? [17:19<00:00,  2.41it/s]
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Epoch 0: |          | 2511/? [17:20<00:00,  2.41it/s]
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Epoch 0: |          | 2512/? [17:20<00:00,  2.41it/s]
Epoch 0: |          | 2512/? [17:20<00:00,  2.41it/s]
Epoch 0: |          | 2513/? [17:21<00:00,  2.41it/s]
Epoch 0: |          | 2513/? [17:21<00:00,  2.41it/s]
Epoch 0: |          | 2514/? [17:21<00:00,  2.41it/s]
Epoch 0: |          | 2514/? [17:21<00:00,  2.41it/s]
Epoch 0: |          | 2515/? [17:21<00:00,  2.41it/s]
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Epoch 0: |          | 2516/? [17:22<00:00,  2.41it/s]
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Epoch 0: |          | 2517/? [17:22<00:00,  2.41it/s]
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Epoch 0: |          | 2518/? [17:22<00:00,  2.41it/s]
Epoch 0: |          | 2518/? [17:22<00:00,  2.41it/s]
Epoch 0: |          | 2519/? [17:23<00:00,  2.41it/s]
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Epoch 0: |          | 2520/? [17:23<00:00,  2.41it/s]
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Epoch 0: |          | 2521/? [17:24<00:00,  2.41it/s]
Epoch 0: |          | 2521/? [17:24<00:00,  2.41it/s]
Epoch 0: |          | 2522/? [17:24<00:00,  2.41it/s]
Epoch 0: |          | 2522/? [17:24<00:00,  2.41it/s]
Epoch 0: |          | 2523/? [17:24<00:00,  2.41it/s]
Epoch 0: |          | 2523/? [17:24<00:00,  2.41it/s]
Epoch 0: |          | 2524/? [17:25<00:00,  2.41it/s]
Epoch 0: |          | 2524/? [17:25<00:00,  2.41it/s]
Epoch 0: |          | 2525/? [17:25<00:00,  2.41it/s]
Epoch 0: |          | 2525/? [17:25<00:00,  2.41it/s]
Epoch 0: |          | 2526/? [17:25<00:00,  2.42it/s]
Epoch 0: |          | 2526/? [17:25<00:00,  2.42it/s]
Epoch 0: |          | 2527/? [17:26<00:00,  2.42it/s]
Epoch 0: |          | 2527/? [17:26<00:00,  2.42it/s]
Epoch 0: |          | 2528/? [17:26<00:00,  2.42it/s]
Epoch 0: |          | 2528/? [17:26<00:00,  2.42it/s]
Epoch 0: |          | 2529/? [17:27<00:00,  2.42it/s]
Epoch 0: |          | 2529/? [17:27<00:00,  2.42it/s]
Epoch 0: |          | 2530/? [17:27<00:00,  2.42it/s]
Epoch 0: |          | 2530/? [17:27<00:00,  2.42it/s]
Epoch 0: |          | 2531/? [17:27<00:00,  2.42it/s]
Epoch 0: |          | 2531/? [17:27<00:00,  2.42it/s]
Epoch 0: |          | 2532/? [17:28<00:00,  2.42it/s]
Epoch 0: |          | 2532/? [17:28<00:00,  2.42it/s]
Epoch 0: |          | 2533/? [17:28<00:00,  2.42it/s]
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Epoch 0: |          | 2534/? [17:28<00:00,  2.42it/s]
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Epoch 0: |          | 2535/? [17:29<00:00,  2.42it/s]
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Epoch 0: |          | 2536/? [17:29<00:00,  2.42it/s]
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Epoch 0: |          | 2537/? [17:30<00:00,  2.42it/s]
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Epoch 0: |          | 2538/? [17:30<00:00,  2.42it/s]
Epoch 0: |          | 2538/? [17:30<00:00,  2.42it/s]
Epoch 0: |          | 2539/? [17:30<00:00,  2.42it/s]
Epoch 0: |          | 2539/? [17:30<00:00,  2.42it/s]
Epoch 0: |          | 2540/? [17:31<00:00,  2.42it/s]
Epoch 0: |          | 2540/? [17:31<00:00,  2.42it/s]
Epoch 0: |          | 2541/? [17:31<00:00,  2.42it/s]
Epoch 0: |          | 2541/? [17:31<00:00,  2.42it/s]
Epoch 0: |          | 2542/? [17:32<00:00,  2.42it/s]
Epoch 0: |          | 2542/? [17:32<00:00,  2.42it/s]
Epoch 0: |          | 2543/? [17:32<00:00,  2.42it/s]
Epoch 0: |          | 2543/? [17:32<00:00,  2.42it/s]
Epoch 0: |          | 2544/? [17:32<00:00,  2.42it/s]
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Epoch 0: |          | 2545/? [17:33<00:00,  2.42it/s]
Epoch 0: |          | 2545/? [17:33<00:00,  2.42it/s]
Epoch 0: |          | 2546/? [17:33<00:00,  2.42it/s]
Epoch 0: |          | 2546/? [17:33<00:00,  2.42it/s]
Epoch 0: |          | 2547/? [17:33<00:00,  2.42it/s]
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Epoch 0: |          | 2548/? [17:34<00:00,  2.42it/s]
Epoch 0: |          | 2548/? [17:34<00:00,  2.42it/s]
Epoch 0: |          | 2549/? [17:34<00:00,  2.42it/s]
Epoch 0: |          | 2549/? [17:34<00:00,  2.42it/s]
Epoch 0: |          | 2550/? [17:35<00:00,  2.42it/s]
Epoch 0: |          | 2550/? [17:35<00:00,  2.42it/s]
Epoch 0: |          | 2551/? [17:35<00:00,  2.42it/s]
Epoch 0: |          | 2551/? [17:35<00:00,  2.42it/s]
Epoch 0: |          | 2552/? [17:35<00:00,  2.42it/s]
Epoch 0: |          | 2552/? [17:35<00:00,  2.42it/s]
Epoch 0: |          | 2553/? [17:36<00:00,  2.42it/s]
Epoch 0: |          | 2553/? [17:36<00:00,  2.42it/s]
Epoch 0: |          | 2554/? [17:36<00:00,  2.42it/s]
Epoch 0: |          | 2554/? [17:36<00:00,  2.42it/s]
Epoch 0: |          | 2555/? [17:36<00:00,  2.42it/s]
Epoch 0: |          | 2555/? [17:36<00:00,  2.42it/s]
Epoch 0: |          | 2556/? [17:37<00:00,  2.42it/s]
Epoch 0: |          | 2556/? [17:37<00:00,  2.42it/s]
Epoch 0: |          | 2557/? [17:37<00:00,  2.42it/s]
Epoch 0: |          | 2557/? [17:37<00:00,  2.42it/s]
Epoch 0: |          | 2558/? [17:38<00:00,  2.42it/s]
Epoch 0: |          | 2558/? [17:38<00:00,  2.42it/s]
Epoch 0: |          | 2559/? [17:38<00:00,  2.42it/s]
Epoch 0: |          | 2559/? [17:38<00:00,  2.42it/s]
Epoch 0: |          | 2560/? [17:38<00:00,  2.42it/s]
Epoch 0: |          | 2560/? [17:38<00:00,  2.42it/s]
Epoch 0: |          | 2561/? [17:39<00:00,  2.42it/s]
Epoch 0: |          | 2561/? [17:39<00:00,  2.42it/s]
Epoch 0: |          | 2562/? [17:39<00:00,  2.42it/s]
Epoch 0: |          | 2562/? [17:39<00:00,  2.42it/s]
Epoch 0: |          | 2563/? [17:39<00:00,  2.42it/s]
Epoch 0: |          | 2563/? [17:39<00:00,  2.42it/s]
Epoch 0: |          | 2564/? [17:40<00:00,  2.42it/s]
Epoch 0: |          | 2564/? [17:40<00:00,  2.42it/s]
Epoch 0: |          | 2565/? [17:40<00:00,  2.42it/s]
Epoch 0: |          | 2565/? [17:40<00:00,  2.42it/s]
Epoch 0: |          | 2566/? [17:41<00:00,  2.42it/s]
Epoch 0: |          | 2566/? [17:41<00:00,  2.42it/s]
Epoch 0: |          | 2567/? [17:41<00:00,  2.42it/s]
Epoch 0: |          | 2567/? [17:41<00:00,  2.42it/s]
Epoch 0: |          | 2568/? [17:41<00:00,  2.42it/s]
Epoch 0: |          | 2568/? [17:41<00:00,  2.42it/s]
Epoch 0: |          | 2569/? [17:42<00:00,  2.42it/s]
Epoch 0: |          | 2569/? [17:42<00:00,  2.42it/s]
Epoch 0: |          | 2570/? [17:42<00:00,  2.42it/s]
Epoch 0: |          | 2570/? [17:42<00:00,  2.42it/s]
Epoch 0: |          | 2571/? [17:43<00:00,  2.42it/s]
Epoch 0: |          | 2571/? [17:43<00:00,  2.42it/s]
Epoch 0: |          | 2572/? [17:43<00:00,  2.42it/s]
Epoch 0: |          | 2572/? [17:43<00:00,  2.42it/s]
Epoch 0: |          | 2573/? [17:43<00:00,  2.42it/s]
Epoch 0: |          | 2573/? [17:43<00:00,  2.42it/s]
Epoch 0: |          | 2574/? [17:44<00:00,  2.42it/s]
Epoch 0: |          | 2574/? [17:44<00:00,  2.42it/s]
Epoch 0: |          | 2575/? [17:44<00:00,  2.42it/s]
Epoch 0: |          | 2575/? [17:44<00:00,  2.42it/s]
Epoch 0: |          | 2576/? [17:44<00:00,  2.42it/s]
Epoch 0: |          | 2576/? [17:44<00:00,  2.42it/s]
Epoch 0: |          | 2577/? [17:45<00:00,  2.42it/s]
Epoch 0: |          | 2577/? [17:45<00:00,  2.42it/s]
Epoch 0: |          | 2578/? [17:45<00:00,  2.42it/s]
Epoch 0: |          | 2578/? [17:45<00:00,  2.42it/s]
Epoch 0: |          | 2579/? [17:46<00:00,  2.42it/s]
Epoch 0: |          | 2579/? [17:46<00:00,  2.42it/s]
Epoch 0: |          | 2580/? [17:46<00:00,  2.42it/s]
Epoch 0: |          | 2580/? [17:46<00:00,  2.42it/s]
Epoch 0: |          | 2581/? [17:46<00:00,  2.42it/s]
Epoch 0: |          | 2581/? [17:46<00:00,  2.42it/s]
Epoch 0: |          | 2582/? [17:47<00:00,  2.42it/s]
Epoch 0: |          | 2582/? [17:47<00:00,  2.42it/s]
Epoch 0: |          | 2583/? [17:47<00:00,  2.42it/s]
Epoch 0: |          | 2583/? [17:47<00:00,  2.42it/s]
Epoch 0: |          | 2584/? [17:48<00:00,  2.42it/s]
Epoch 0: |          | 2584/? [17:48<00:00,  2.42it/s]
Epoch 0: |          | 2585/? [17:48<00:00,  2.42it/s]
Epoch 0: |          | 2585/? [17:48<00:00,  2.42it/s]
Epoch 0: |          | 2586/? [17:48<00:00,  2.42it/s]
Epoch 0: |          | 2586/? [17:48<00:00,  2.42it/s]
Epoch 0: |          | 2587/? [17:49<00:00,  2.42it/s]
Epoch 0: |          | 2587/? [17:49<00:00,  2.42it/s]
Epoch 0: |          | 2588/? [17:49<00:00,  2.42it/s]
Epoch 0: |          | 2588/? [17:49<00:00,  2.42it/s]
Epoch 0: |          | 2589/? [17:49<00:00,  2.42it/s]
Epoch 0: |          | 2589/? [17:49<00:00,  2.42it/s]
Epoch 0: |          | 2590/? [17:50<00:00,  2.42it/s]
Epoch 0: |          | 2590/? [17:50<00:00,  2.42it/s]
Epoch 0: |          | 2591/? [17:50<00:00,  2.42it/s]
Epoch 0: |          | 2591/? [17:50<00:00,  2.42it/s]
Epoch 0: |          | 2592/? [17:51<00:00,  2.42it/s]
Epoch 0: |          | 2592/? [17:51<00:00,  2.42it/s]
Epoch 0: |          | 2593/? [17:51<00:00,  2.42it/s]
Epoch 0: |          | 2593/? [17:51<00:00,  2.42it/s]
Epoch 0: |          | 2594/? [17:51<00:00,  2.42it/s]
Epoch 0: |          | 2594/? [17:51<00:00,  2.42it/s]
Epoch 0: |          | 2595/? [17:52<00:00,  2.42it/s]
Epoch 0: |          | 2595/? [17:52<00:00,  2.42it/s]
Epoch 0: |          | 2596/? [17:52<00:00,  2.42it/s]
Epoch 0: |          | 2596/? [17:52<00:00,  2.42it/s]
Epoch 0: |          | 2597/? [17:52<00:00,  2.42it/s]
Epoch 0: |          | 2597/? [17:52<00:00,  2.42it/s]
Epoch 0: |          | 2598/? [17:53<00:00,  2.42it/s]
Epoch 0: |          | 2598/? [17:53<00:00,  2.42it/s]
Epoch 0: |          | 2599/? [17:53<00:00,  2.42it/s]
Epoch 0: |          | 2599/? [17:53<00:00,  2.42it/s]
Epoch 0: |          | 2600/? [17:54<00:00,  2.42it/s]
Epoch 0: |          | 2600/? [17:54<00:00,  2.42it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.10it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  7.28it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.15it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.29it/s]

Epoch 0: |          | 2600/? [17:54<00:00,  2.42it/s]
Epoch 0: |          | 2601/? [17:55<00:00,  2.42it/s]
Epoch 0: |          | 2601/? [17:55<00:00,  2.42it/s]
Epoch 0: |          | 2602/? [17:55<00:00,  2.42it/s]
Epoch 0: |          | 2602/? [17:55<00:00,  2.42it/s]
Epoch 0: |          | 2603/? [17:55<00:00,  2.42it/s]
Epoch 0: |          | 2603/? [17:55<00:00,  2.42it/s]
Epoch 0: |          | 2604/? [17:56<00:00,  2.42it/s]
Epoch 0: |          | 2604/? [17:56<00:00,  2.42it/s]
Epoch 0: |          | 2605/? [17:56<00:00,  2.42it/s]
Epoch 0: |          | 2605/? [17:56<00:00,  2.42it/s]
Epoch 0: |          | 2606/? [17:56<00:00,  2.42it/s]
Epoch 0: |          | 2606/? [17:56<00:00,  2.42it/s]
Epoch 0: |          | 2607/? [17:57<00:00,  2.42it/s]
Epoch 0: |          | 2607/? [17:57<00:00,  2.42it/s]
Epoch 0: |          | 2608/? [17:57<00:00,  2.42it/s]
Epoch 0: |          | 2608/? [17:57<00:00,  2.42it/s]
Epoch 0: |          | 2609/? [17:58<00:00,  2.42it/s]
Epoch 0: |          | 2609/? [17:58<00:00,  2.42it/s]
Epoch 0: |          | 2610/? [17:58<00:00,  2.42it/s]
Epoch 0: |          | 2610/? [17:58<00:00,  2.42it/s]
Epoch 0: |          | 2611/? [17:58<00:00,  2.42it/s]
Epoch 0: |          | 2611/? [17:58<00:00,  2.42it/s]
Epoch 0: |          | 2612/? [17:59<00:00,  2.42it/s]
Epoch 0: |          | 2612/? [17:59<00:00,  2.42it/s]
Epoch 0: |          | 2613/? [17:59<00:00,  2.42it/s]
Epoch 0: |          | 2613/? [17:59<00:00,  2.42it/s]
Epoch 0: |          | 2614/? [18:00<00:00,  2.42it/s]
Epoch 0: |          | 2614/? [18:00<00:00,  2.42it/s]
Epoch 0: |          | 2615/? [18:00<00:00,  2.42it/s]
Epoch 0: |          | 2615/? [18:00<00:00,  2.42it/s]
Epoch 0: |          | 2616/? [18:00<00:00,  2.42it/s]
Epoch 0: |          | 2616/? [18:00<00:00,  2.42it/s]
Epoch 0: |          | 2617/? [18:01<00:00,  2.42it/s]
Epoch 0: |          | 2617/? [18:01<00:00,  2.42it/s]
Epoch 0: |          | 2618/? [18:01<00:00,  2.42it/s]
Epoch 0: |          | 2618/? [18:01<00:00,  2.42it/s]
Epoch 0: |          | 2619/? [18:01<00:00,  2.42it/s]
Epoch 0: |          | 2619/? [18:01<00:00,  2.42it/s]
Epoch 0: |          | 2620/? [18:02<00:00,  2.42it/s]
Epoch 0: |          | 2620/? [18:02<00:00,  2.42it/s]
Epoch 0: |          | 2621/? [18:02<00:00,  2.42it/s]
Epoch 0: |          | 2621/? [18:02<00:00,  2.42it/s]
Epoch 0: |          | 2622/? [18:03<00:00,  2.42it/s]
Epoch 0: |          | 2622/? [18:03<00:00,  2.42it/s]
Epoch 0: |          | 2623/? [18:03<00:00,  2.42it/s]
Epoch 0: |          | 2623/? [18:03<00:00,  2.42it/s]
Epoch 0: |          | 2624/? [18:03<00:00,  2.42it/s]
Epoch 0: |          | 2624/? [18:03<00:00,  2.42it/s]
Epoch 0: |          | 2625/? [18:04<00:00,  2.42it/s]
Epoch 0: |          | 2625/? [18:04<00:00,  2.42it/s]
Epoch 0: |          | 2626/? [18:04<00:00,  2.42it/s]
Epoch 0: |          | 2626/? [18:04<00:00,  2.42it/s]
Epoch 0: |          | 2627/? [18:04<00:00,  2.42it/s]
Epoch 0: |          | 2627/? [18:04<00:00,  2.42it/s]
Epoch 0: |          | 2628/? [18:05<00:00,  2.42it/s]
Epoch 0: |          | 2628/? [18:05<00:00,  2.42it/s]
Epoch 0: |          | 2629/? [18:05<00:00,  2.42it/s]
Epoch 0: |          | 2629/? [18:05<00:00,  2.42it/s]
Epoch 0: |          | 2630/? [18:06<00:00,  2.42it/s]
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Epoch 0: |          | 2632/? [18:06<00:00,  2.42it/s]
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Epoch 0: |          | 2633/? [18:07<00:00,  2.42it/s]
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Epoch 0: |          | 2634/? [18:07<00:00,  2.42it/s]
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Epoch 0: |          | 2635/? [18:08<00:00,  2.42it/s]
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Epoch 0: |          | 2636/? [18:08<00:00,  2.42it/s]
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Epoch 0: |          | 2637/? [18:08<00:00,  2.42it/s]
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Epoch 0: |          | 2638/? [18:09<00:00,  2.42it/s]
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Epoch 0: |          | 2639/? [18:09<00:00,  2.42it/s]
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Epoch 0: |          | 2640/? [18:09<00:00,  2.42it/s]
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Epoch 0: |          | 2641/? [18:10<00:00,  2.42it/s]
Epoch 0: |          | 2641/? [18:10<00:00,  2.42it/s]
Epoch 0: |          | 2642/? [18:10<00:00,  2.42it/s]
Epoch 0: |          | 2642/? [18:10<00:00,  2.42it/s]
Epoch 0: |          | 2643/? [18:11<00:00,  2.42it/s]
Epoch 0: |          | 2643/? [18:11<00:00,  2.42it/s]
Epoch 0: |          | 2644/? [18:11<00:00,  2.42it/s]
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Epoch 0: |          | 2645/? [18:11<00:00,  2.42it/s]
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Epoch 0: |          | 2646/? [18:12<00:00,  2.42it/s]
Epoch 0: |          | 2646/? [18:12<00:00,  2.42it/s]
Epoch 0: |          | 2647/? [18:12<00:00,  2.42it/s]
Epoch 0: |          | 2647/? [18:12<00:00,  2.42it/s]
Epoch 0: |          | 2648/? [18:12<00:00,  2.42it/s]
Epoch 0: |          | 2648/? [18:12<00:00,  2.42it/s]
Epoch 0: |          | 2649/? [18:13<00:00,  2.42it/s]
Epoch 0: |          | 2649/? [18:13<00:00,  2.42it/s]
Epoch 0: |          | 2650/? [18:13<00:00,  2.42it/s]
Epoch 0: |          | 2650/? [18:13<00:00,  2.42it/s]
Epoch 0: |          | 2651/? [18:14<00:00,  2.42it/s]
Epoch 0: |          | 2651/? [18:14<00:00,  2.42it/s]
Epoch 0: |          | 2652/? [18:14<00:00,  2.42it/s]
Epoch 0: |          | 2652/? [18:14<00:00,  2.42it/s]
Epoch 0: |          | 2653/? [18:14<00:00,  2.42it/s]
Epoch 0: |          | 2653/? [18:14<00:00,  2.42it/s]
Epoch 0: |          | 2654/? [18:15<00:00,  2.42it/s]
Epoch 0: |          | 2654/? [18:15<00:00,  2.42it/s]
Epoch 0: |          | 2655/? [18:15<00:00,  2.42it/s]
Epoch 0: |          | 2655/? [18:15<00:00,  2.42it/s]
Epoch 0: |          | 2656/? [18:15<00:00,  2.42it/s]
Epoch 0: |          | 2656/? [18:15<00:00,  2.42it/s]
Epoch 0: |          | 2657/? [18:16<00:00,  2.42it/s]
Epoch 0: |          | 2657/? [18:16<00:00,  2.42it/s]
Epoch 0: |          | 2658/? [18:16<00:00,  2.42it/s]
Epoch 0: |          | 2658/? [18:16<00:00,  2.42it/s]
Epoch 0: |          | 2659/? [18:17<00:00,  2.42it/s]
Epoch 0: |          | 2659/? [18:17<00:00,  2.42it/s]
Epoch 0: |          | 2660/? [18:17<00:00,  2.42it/s]
Epoch 0: |          | 2660/? [18:17<00:00,  2.42it/s]
Epoch 0: |          | 2661/? [18:17<00:00,  2.42it/s]
Epoch 0: |          | 2661/? [18:17<00:00,  2.42it/s]
Epoch 0: |          | 2662/? [18:18<00:00,  2.42it/s]
Epoch 0: |          | 2662/? [18:18<00:00,  2.42it/s]
Epoch 0: |          | 2663/? [18:18<00:00,  2.42it/s]
Epoch 0: |          | 2663/? [18:18<00:00,  2.42it/s]
Epoch 0: |          | 2664/? [18:19<00:00,  2.42it/s]
Epoch 0: |          | 2664/? [18:19<00:00,  2.42it/s]
Epoch 0: |          | 2665/? [18:19<00:00,  2.42it/s]
Epoch 0: |          | 2665/? [18:19<00:00,  2.42it/s]
Epoch 0: |          | 2666/? [18:19<00:00,  2.42it/s]
Epoch 0: |          | 2666/? [18:19<00:00,  2.42it/s]
Epoch 0: |          | 2667/? [18:20<00:00,  2.42it/s]
Epoch 0: |          | 2667/? [18:20<00:00,  2.42it/s]
Epoch 0: |          | 2668/? [18:20<00:00,  2.42it/s]
Epoch 0: |          | 2668/? [18:20<00:00,  2.42it/s]
Epoch 0: |          | 2669/? [18:20<00:00,  2.42it/s]
Epoch 0: |          | 2669/? [18:20<00:00,  2.42it/s]
Epoch 0: |          | 2670/? [18:21<00:00,  2.42it/s]
Epoch 0: |          | 2670/? [18:21<00:00,  2.42it/s]
Epoch 0: |          | 2671/? [18:21<00:00,  2.42it/s]
Epoch 0: |          | 2671/? [18:21<00:00,  2.42it/s]
Epoch 0: |          | 2672/? [18:22<00:00,  2.42it/s]
Epoch 0: |          | 2672/? [18:22<00:00,  2.42it/s]
Epoch 0: |          | 2673/? [18:22<00:00,  2.42it/s]
Epoch 0: |          | 2673/? [18:22<00:00,  2.42it/s]
Epoch 0: |          | 2674/? [18:22<00:00,  2.42it/s]
Epoch 0: |          | 2674/? [18:22<00:00,  2.42it/s]
Epoch 0: |          | 2675/? [18:23<00:00,  2.42it/s]
Epoch 0: |          | 2675/? [18:23<00:00,  2.42it/s]
Epoch 0: |          | 2676/? [18:23<00:00,  2.42it/s]
Epoch 0: |          | 2676/? [18:23<00:00,  2.42it/s]
Epoch 0: |          | 2677/? [18:23<00:00,  2.42it/s]
Epoch 0: |          | 2677/? [18:23<00:00,  2.42it/s]
Epoch 0: |          | 2678/? [18:24<00:00,  2.42it/s]
Epoch 0: |          | 2678/? [18:24<00:00,  2.42it/s]
Epoch 0: |          | 2679/? [18:24<00:00,  2.43it/s]
Epoch 0: |          | 2679/? [18:24<00:00,  2.43it/s]
Epoch 0: |          | 2680/? [18:25<00:00,  2.43it/s]
Epoch 0: |          | 2680/? [18:25<00:00,  2.43it/s]
Epoch 0: |          | 2681/? [18:25<00:00,  2.43it/s]
Epoch 0: |          | 2681/? [18:25<00:00,  2.43it/s]
Epoch 0: |          | 2682/? [18:25<00:00,  2.43it/s]
Epoch 0: |          | 2682/? [18:25<00:00,  2.43it/s]
Epoch 0: |          | 2683/? [18:26<00:00,  2.43it/s]
Epoch 0: |          | 2683/? [18:26<00:00,  2.43it/s]
Epoch 0: |          | 2684/? [18:26<00:00,  2.43it/s]
Epoch 0: |          | 2684/? [18:26<00:00,  2.43it/s]
Epoch 0: |          | 2685/? [18:26<00:00,  2.43it/s]
Epoch 0: |          | 2685/? [18:26<00:00,  2.43it/s]
Epoch 0: |          | 2686/? [18:27<00:00,  2.43it/s]
Epoch 0: |          | 2686/? [18:27<00:00,  2.43it/s]
Epoch 0: |          | 2687/? [18:27<00:00,  2.43it/s]
Epoch 0: |          | 2687/? [18:27<00:00,  2.43it/s]
Epoch 0: |          | 2688/? [18:28<00:00,  2.43it/s]
Epoch 0: |          | 2688/? [18:28<00:00,  2.43it/s]
Epoch 0: |          | 2689/? [18:28<00:00,  2.43it/s]
Epoch 0: |          | 2689/? [18:28<00:00,  2.43it/s]
Epoch 0: |          | 2690/? [18:28<00:00,  2.43it/s]
Epoch 0: |          | 2690/? [18:28<00:00,  2.43it/s]
Epoch 0: |          | 2691/? [18:29<00:00,  2.43it/s]
Epoch 0: |          | 2691/? [18:29<00:00,  2.43it/s]
Epoch 0: |          | 2692/? [18:29<00:00,  2.43it/s]
Epoch 0: |          | 2692/? [18:29<00:00,  2.43it/s]
Epoch 0: |          | 2693/? [18:30<00:00,  2.43it/s]
Epoch 0: |          | 2693/? [18:30<00:00,  2.43it/s]
Epoch 0: |          | 2694/? [18:30<00:00,  2.43it/s]
Epoch 0: |          | 2694/? [18:30<00:00,  2.43it/s]
Epoch 0: |          | 2695/? [18:30<00:00,  2.43it/s]
Epoch 0: |          | 2695/? [18:30<00:00,  2.43it/s]
Epoch 0: |          | 2696/? [18:31<00:00,  2.43it/s]
Epoch 0: |          | 2696/? [18:31<00:00,  2.43it/s]
Epoch 0: |          | 2697/? [18:31<00:00,  2.43it/s]
Epoch 0: |          | 2697/? [18:31<00:00,  2.43it/s]
Epoch 0: |          | 2698/? [18:31<00:00,  2.43it/s]
Epoch 0: |          | 2698/? [18:31<00:00,  2.43it/s]
Epoch 0: |          | 2699/? [18:32<00:00,  2.43it/s]
Epoch 0: |          | 2699/? [18:32<00:00,  2.43it/s]
Epoch 0: |          | 2700/? [18:32<00:00,  2.43it/s]
Epoch 0: |          | 2700/? [18:32<00:00,  2.43it/s]
Epoch 0: |          | 2701/? [18:33<00:00,  2.43it/s]
Epoch 0: |          | 2701/? [18:33<00:00,  2.43it/s]
Epoch 0: |          | 2702/? [18:33<00:00,  2.43it/s]
Epoch 0: |          | 2702/? [18:33<00:00,  2.43it/s]
Epoch 0: |          | 2703/? [18:33<00:00,  2.43it/s]
Epoch 0: |          | 2703/? [18:33<00:00,  2.43it/s]
Epoch 0: |          | 2704/? [18:34<00:00,  2.43it/s]
Epoch 0: |          | 2704/? [18:34<00:00,  2.43it/s]
Epoch 0: |          | 2705/? [18:34<00:00,  2.43it/s]
Epoch 0: |          | 2705/? [18:34<00:00,  2.43it/s]
Epoch 0: |          | 2706/? [18:34<00:00,  2.43it/s]
Epoch 0: |          | 2706/? [18:34<00:00,  2.43it/s]
Epoch 0: |          | 2707/? [18:35<00:00,  2.43it/s]
Epoch 0: |          | 2707/? [18:35<00:00,  2.43it/s]
Epoch 0: |          | 2708/? [18:35<00:00,  2.43it/s]
Epoch 0: |          | 2708/? [18:35<00:00,  2.43it/s]
Epoch 0: |          | 2709/? [18:36<00:00,  2.43it/s]
Epoch 0: |          | 2709/? [18:36<00:00,  2.43it/s]
Epoch 0: |          | 2710/? [18:36<00:00,  2.43it/s]
Epoch 0: |          | 2710/? [18:36<00:00,  2.43it/s]
Epoch 0: |          | 2711/? [18:36<00:00,  2.43it/s]
Epoch 0: |          | 2711/? [18:36<00:00,  2.43it/s]
Epoch 0: |          | 2712/? [18:37<00:00,  2.43it/s]
Epoch 0: |          | 2712/? [18:37<00:00,  2.43it/s]
Epoch 0: |          | 2713/? [18:37<00:00,  2.43it/s]
Epoch 0: |          | 2713/? [18:37<00:00,  2.43it/s]
Epoch 0: |          | 2714/? [18:37<00:00,  2.43it/s]
Epoch 0: |          | 2714/? [18:37<00:00,  2.43it/s]
Epoch 0: |          | 2715/? [18:38<00:00,  2.43it/s]
Epoch 0: |          | 2715/? [18:38<00:00,  2.43it/s]
Epoch 0: |          | 2716/? [18:38<00:00,  2.43it/s]
Epoch 0: |          | 2716/? [18:38<00:00,  2.43it/s]
Epoch 0: |          | 2717/? [18:39<00:00,  2.43it/s]
Epoch 0: |          | 2717/? [18:39<00:00,  2.43it/s]
Epoch 0: |          | 2718/? [18:39<00:00,  2.43it/s]
Epoch 0: |          | 2718/? [18:39<00:00,  2.43it/s]
Epoch 0: |          | 2719/? [18:39<00:00,  2.43it/s]
Epoch 0: |          | 2719/? [18:39<00:00,  2.43it/s]
Epoch 0: |          | 2720/? [18:40<00:00,  2.43it/s]
Epoch 0: |          | 2720/? [18:40<00:00,  2.43it/s]
Epoch 0: |          | 2721/? [18:40<00:00,  2.43it/s]
Epoch 0: |          | 2721/? [18:40<00:00,  2.43it/s]
Epoch 0: |          | 2722/? [18:41<00:00,  2.43it/s]
Epoch 0: |          | 2722/? [18:41<00:00,  2.43it/s]
Epoch 0: |          | 2723/? [18:41<00:00,  2.43it/s]
Epoch 0: |          | 2723/? [18:41<00:00,  2.43it/s]
Epoch 0: |          | 2724/? [18:41<00:00,  2.43it/s]
Epoch 0: |          | 2724/? [18:41<00:00,  2.43it/s]
Epoch 0: |          | 2725/? [18:42<00:00,  2.43it/s]
Epoch 0: |          | 2725/? [18:42<00:00,  2.43it/s]
Epoch 0: |          | 2726/? [18:42<00:00,  2.43it/s]
Epoch 0: |          | 2726/? [18:42<00:00,  2.43it/s]
Epoch 0: |          | 2727/? [18:42<00:00,  2.43it/s]
Epoch 0: |          | 2727/? [18:42<00:00,  2.43it/s]
Epoch 0: |          | 2728/? [18:43<00:00,  2.43it/s]
Epoch 0: |          | 2728/? [18:43<00:00,  2.43it/s]
Epoch 0: |          | 2729/? [18:43<00:00,  2.43it/s]
Epoch 0: |          | 2729/? [18:43<00:00,  2.43it/s]
Epoch 0: |          | 2730/? [18:44<00:00,  2.43it/s]
Epoch 0: |          | 2730/? [18:44<00:00,  2.43it/s]
Epoch 0: |          | 2731/? [18:44<00:00,  2.43it/s]
Epoch 0: |          | 2731/? [18:44<00:00,  2.43it/s]
Epoch 0: |          | 2732/? [18:44<00:00,  2.43it/s]
Epoch 0: |          | 2732/? [18:44<00:00,  2.43it/s]
Epoch 0: |          | 2733/? [18:45<00:00,  2.43it/s]
Epoch 0: |          | 2733/? [18:45<00:00,  2.43it/s]
Epoch 0: |          | 2734/? [18:45<00:00,  2.43it/s]
Epoch 0: |          | 2734/? [18:45<00:00,  2.43it/s]
Epoch 0: |          | 2735/? [18:45<00:00,  2.43it/s]
Epoch 0: |          | 2735/? [18:45<00:00,  2.43it/s]
Epoch 0: |          | 2736/? [18:46<00:00,  2.43it/s]
Epoch 0: |          | 2736/? [18:46<00:00,  2.43it/s]
Epoch 0: |          | 2737/? [18:46<00:00,  2.43it/s]
Epoch 0: |          | 2737/? [18:46<00:00,  2.43it/s]
Epoch 0: |          | 2738/? [18:47<00:00,  2.43it/s]
Epoch 0: |          | 2738/? [18:47<00:00,  2.43it/s]
Epoch 0: |          | 2739/? [18:47<00:00,  2.43it/s]
Epoch 0: |          | 2739/? [18:47<00:00,  2.43it/s]
Epoch 0: |          | 2740/? [18:47<00:00,  2.43it/s]
Epoch 0: |          | 2740/? [18:47<00:00,  2.43it/s]
Epoch 0: |          | 2741/? [18:48<00:00,  2.43it/s]
Epoch 0: |          | 2741/? [18:48<00:00,  2.43it/s]
Epoch 0: |          | 2742/? [18:48<00:00,  2.43it/s]
Epoch 0: |          | 2742/? [18:48<00:00,  2.43it/s]
Epoch 0: |          | 2743/? [18:49<00:00,  2.43it/s]
Epoch 0: |          | 2743/? [18:49<00:00,  2.43it/s]
Epoch 0: |          | 2744/? [18:49<00:00,  2.43it/s]
Epoch 0: |          | 2744/? [18:49<00:00,  2.43it/s]
Epoch 0: |          | 2745/? [18:49<00:00,  2.43it/s]
Epoch 0: |          | 2745/? [18:49<00:00,  2.43it/s]
Epoch 0: |          | 2746/? [18:50<00:00,  2.43it/s]
Epoch 0: |          | 2746/? [18:50<00:00,  2.43it/s]
Epoch 0: |          | 2747/? [18:50<00:00,  2.43it/s]
Epoch 0: |          | 2747/? [18:50<00:00,  2.43it/s]
Epoch 0: |          | 2748/? [18:50<00:00,  2.43it/s]
Epoch 0: |          | 2748/? [18:50<00:00,  2.43it/s]
Epoch 0: |          | 2749/? [18:51<00:00,  2.43it/s]
Epoch 0: |          | 2749/? [18:51<00:00,  2.43it/s]
Epoch 0: |          | 2750/? [18:51<00:00,  2.43it/s]
Epoch 0: |          | 2750/? [18:51<00:00,  2.43it/s]
Epoch 0: |          | 2751/? [18:52<00:00,  2.43it/s]
Epoch 0: |          | 2751/? [18:52<00:00,  2.43it/s]
Epoch 0: |          | 2752/? [18:52<00:00,  2.43it/s]
Epoch 0: |          | 2752/? [18:52<00:00,  2.43it/s]
Epoch 0: |          | 2753/? [18:52<00:00,  2.43it/s]
Epoch 0: |          | 2753/? [18:52<00:00,  2.43it/s]
Epoch 0: |          | 2754/? [18:53<00:00,  2.43it/s]
Epoch 0: |          | 2754/? [18:53<00:00,  2.43it/s]
Epoch 0: |          | 2755/? [18:53<00:00,  2.43it/s]
Epoch 0: |          | 2755/? [18:53<00:00,  2.43it/s]
Epoch 0: |          | 2756/? [18:53<00:00,  2.43it/s]
Epoch 0: |          | 2756/? [18:53<00:00,  2.43it/s]
Epoch 0: |          | 2757/? [18:54<00:00,  2.43it/s]
Epoch 0: |          | 2757/? [18:54<00:00,  2.43it/s]
Epoch 0: |          | 2758/? [18:54<00:00,  2.43it/s]
Epoch 0: |          | 2758/? [18:54<00:00,  2.43it/s]
Epoch 0: |          | 2759/? [18:55<00:00,  2.43it/s]
Epoch 0: |          | 2759/? [18:55<00:00,  2.43it/s]
Epoch 0: |          | 2760/? [18:55<00:00,  2.43it/s]
Epoch 0: |          | 2760/? [18:55<00:00,  2.43it/s]
Epoch 0: |          | 2761/? [18:55<00:00,  2.43it/s]
Epoch 0: |          | 2761/? [18:55<00:00,  2.43it/s]
Epoch 0: |          | 2762/? [18:56<00:00,  2.43it/s]
Epoch 0: |          | 2762/? [18:56<00:00,  2.43it/s]
Epoch 0: |          | 2763/? [18:56<00:00,  2.43it/s]
Epoch 0: |          | 2763/? [18:56<00:00,  2.43it/s]
Epoch 0: |          | 2764/? [18:57<00:00,  2.43it/s]
Epoch 0: |          | 2764/? [18:57<00:00,  2.43it/s]
Epoch 0: |          | 2765/? [18:57<00:00,  2.43it/s]
Epoch 0: |          | 2765/? [18:57<00:00,  2.43it/s]
Epoch 0: |          | 2766/? [18:57<00:00,  2.43it/s]
Epoch 0: |          | 2766/? [18:57<00:00,  2.43it/s]
Epoch 0: |          | 2767/? [18:58<00:00,  2.43it/s]
Epoch 0: |          | 2767/? [18:58<00:00,  2.43it/s]
Epoch 0: |          | 2768/? [18:58<00:00,  2.43it/s]
Epoch 0: |          | 2768/? [18:58<00:00,  2.43it/s]
Epoch 0: |          | 2769/? [18:58<00:00,  2.43it/s]
Epoch 0: |          | 2769/? [18:58<00:00,  2.43it/s]
Epoch 0: |          | 2770/? [18:59<00:00,  2.43it/s]
Epoch 0: |          | 2770/? [18:59<00:00,  2.43it/s]
Epoch 0: |          | 2771/? [18:59<00:00,  2.43it/s]
Epoch 0: |          | 2771/? [18:59<00:00,  2.43it/s]
Epoch 0: |          | 2772/? [19:00<00:00,  2.43it/s]
Epoch 0: |          | 2772/? [19:00<00:00,  2.43it/s]
Epoch 0: |          | 2773/? [19:00<00:00,  2.43it/s]
Epoch 0: |          | 2773/? [19:00<00:00,  2.43it/s]
Epoch 0: |          | 2774/? [19:00<00:00,  2.43it/s]
Epoch 0: |          | 2774/? [19:00<00:00,  2.43it/s]
Epoch 0: |          | 2775/? [19:01<00:00,  2.43it/s]
Epoch 0: |          | 2775/? [19:01<00:00,  2.43it/s]
Epoch 0: |          | 2776/? [19:01<00:00,  2.43it/s]
Epoch 0: |          | 2776/? [19:01<00:00,  2.43it/s]
Epoch 0: |          | 2777/? [19:01<00:00,  2.43it/s]
Epoch 0: |          | 2777/? [19:01<00:00,  2.43it/s]
Epoch 0: |          | 2778/? [19:02<00:00,  2.43it/s]
Epoch 0: |          | 2778/? [19:02<00:00,  2.43it/s]
Epoch 0: |          | 2779/? [19:02<00:00,  2.43it/s]
Epoch 0: |          | 2779/? [19:02<00:00,  2.43it/s]
Epoch 0: |          | 2780/? [19:03<00:00,  2.43it/s]
Epoch 0: |          | 2780/? [19:03<00:00,  2.43it/s]
Epoch 0: |          | 2781/? [19:03<00:00,  2.43it/s]
Epoch 0: |          | 2781/? [19:03<00:00,  2.43it/s]
Epoch 0: |          | 2782/? [19:03<00:00,  2.43it/s]
Epoch 0: |          | 2782/? [19:03<00:00,  2.43it/s]
Epoch 0: |          | 2783/? [19:04<00:00,  2.43it/s]
Epoch 0: |          | 2783/? [19:04<00:00,  2.43it/s]
Epoch 0: |          | 2784/? [19:04<00:00,  2.43it/s]
Epoch 0: |          | 2784/? [19:04<00:00,  2.43it/s]
Epoch 0: |          | 2785/? [19:05<00:00,  2.43it/s]
Epoch 0: |          | 2785/? [19:05<00:00,  2.43it/s]
Epoch 0: |          | 2786/? [19:05<00:00,  2.43it/s]
Epoch 0: |          | 2786/? [19:05<00:00,  2.43it/s]
Epoch 0: |          | 2787/? [19:05<00:00,  2.43it/s]
Epoch 0: |          | 2787/? [19:05<00:00,  2.43it/s]
Epoch 0: |          | 2788/? [19:06<00:00,  2.43it/s]
Epoch 0: |          | 2788/? [19:06<00:00,  2.43it/s]
Epoch 0: |          | 2789/? [19:06<00:00,  2.43it/s]
Epoch 0: |          | 2789/? [19:06<00:00,  2.43it/s]
Epoch 0: |          | 2790/? [19:06<00:00,  2.43it/s]
Epoch 0: |          | 2790/? [19:06<00:00,  2.43it/s]
Epoch 0: |          | 2791/? [19:07<00:00,  2.43it/s]
Epoch 0: |          | 2791/? [19:07<00:00,  2.43it/s]
Epoch 0: |          | 2792/? [19:07<00:00,  2.43it/s]
Epoch 0: |          | 2792/? [19:07<00:00,  2.43it/s]
Epoch 0: |          | 2793/? [19:08<00:00,  2.43it/s]
Epoch 0: |          | 2793/? [19:08<00:00,  2.43it/s]
Epoch 0: |          | 2794/? [19:08<00:00,  2.43it/s]
Epoch 0: |          | 2794/? [19:08<00:00,  2.43it/s]
Epoch 0: |          | 2795/? [19:08<00:00,  2.43it/s]
Epoch 0: |          | 2795/? [19:08<00:00,  2.43it/s]
Epoch 0: |          | 2796/? [19:09<00:00,  2.43it/s]
Epoch 0: |          | 2796/? [19:09<00:00,  2.43it/s]
Epoch 0: |          | 2797/? [19:09<00:00,  2.43it/s]
Epoch 0: |          | 2797/? [19:09<00:00,  2.43it/s]
Epoch 0: |          | 2798/? [19:09<00:00,  2.43it/s]
Epoch 0: |          | 2798/? [19:09<00:00,  2.43it/s]
Epoch 0: |          | 2799/? [19:10<00:00,  2.43it/s]
Epoch 0: |          | 2799/? [19:10<00:00,  2.43it/s]
Epoch 0: |          | 2800/? [19:10<00:00,  2.43it/s]
Epoch 0: |          | 2800/? [19:10<00:00,  2.43it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.38it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  7.66it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.62it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.76it/s]

Epoch 0: |          | 2800/? [19:11<00:00,  2.43it/s]
Epoch 0: |          | 2801/? [19:11<00:00,  2.43it/s]
Epoch 0: |          | 2801/? [19:11<00:00,  2.43it/s]
Epoch 0: |          | 2802/? [19:11<00:00,  2.43it/s]
Epoch 0: |          | 2802/? [19:11<00:00,  2.43it/s]
Epoch 0: |          | 2803/? [19:12<00:00,  2.43it/s]
Epoch 0: |          | 2803/? [19:12<00:00,  2.43it/s]
Epoch 0: |          | 2804/? [19:12<00:00,  2.43it/s]
Epoch 0: |          | 2804/? [19:12<00:00,  2.43it/s]
Epoch 0: |          | 2805/? [19:13<00:00,  2.43it/s]
Epoch 0: |          | 2805/? [19:13<00:00,  2.43it/s]
Epoch 0: |          | 2806/? [19:13<00:00,  2.43it/s]
Epoch 0: |          | 2806/? [19:13<00:00,  2.43it/s]
Epoch 0: |          | 2807/? [19:13<00:00,  2.43it/s]
Epoch 0: |          | 2807/? [19:13<00:00,  2.43it/s]
Epoch 0: |          | 2808/? [19:14<00:00,  2.43it/s]
Epoch 0: |          | 2808/? [19:14<00:00,  2.43it/s]
Epoch 0: |          | 2809/? [19:14<00:00,  2.43it/s]
Epoch 0: |          | 2809/? [19:14<00:00,  2.43it/s]
Epoch 0: |          | 2810/? [19:15<00:00,  2.43it/s]
Epoch 0: |          | 2810/? [19:15<00:00,  2.43it/s]
Epoch 0: |          | 2811/? [19:15<00:00,  2.43it/s]
Epoch 0: |          | 2811/? [19:15<00:00,  2.43it/s]
Epoch 0: |          | 2812/? [19:15<00:00,  2.43it/s]
Epoch 0: |          | 2812/? [19:15<00:00,  2.43it/s]
Epoch 0: |          | 2813/? [19:16<00:00,  2.43it/s]
Epoch 0: |          | 2813/? [19:16<00:00,  2.43it/s]
Epoch 0: |          | 2814/? [19:16<00:00,  2.43it/s]
Epoch 0: |          | 2814/? [19:16<00:00,  2.43it/s]
Epoch 0: |          | 2815/? [19:16<00:00,  2.43it/s]
Epoch 0: |          | 2815/? [19:16<00:00,  2.43it/s]
Epoch 0: |          | 2816/? [19:17<00:00,  2.43it/s]
Epoch 0: |          | 2816/? [19:17<00:00,  2.43it/s]
Epoch 0: |          | 2817/? [19:17<00:00,  2.43it/s]
Epoch 0: |          | 2817/? [19:17<00:00,  2.43it/s]
Epoch 0: |          | 2818/? [19:18<00:00,  2.43it/s]
Epoch 0: |          | 2818/? [19:18<00:00,  2.43it/s]
Epoch 0: |          | 2819/? [19:18<00:00,  2.43it/s]
Epoch 0: |          | 2819/? [19:18<00:00,  2.43it/s]
Epoch 0: |          | 2820/? [19:18<00:00,  2.43it/s]
Epoch 0: |          | 2820/? [19:18<00:00,  2.43it/s]
Epoch 0: |          | 2821/? [19:19<00:00,  2.43it/s]
Epoch 0: |          | 2821/? [19:19<00:00,  2.43it/s]
Epoch 0: |          | 2822/? [19:19<00:00,  2.43it/s]
Epoch 0: |          | 2822/? [19:19<00:00,  2.43it/s]
Epoch 0: |          | 2823/? [19:19<00:00,  2.43it/s]
Epoch 0: |          | 2823/? [19:19<00:00,  2.43it/s]
Epoch 0: |          | 2824/? [19:20<00:00,  2.43it/s]
Epoch 0: |          | 2824/? [19:20<00:00,  2.43it/s]
Epoch 0: |          | 2825/? [19:20<00:00,  2.43it/s]
Epoch 0: |          | 2825/? [19:20<00:00,  2.43it/s]
Epoch 0: |          | 2826/? [19:21<00:00,  2.43it/s]
Epoch 0: |          | 2826/? [19:21<00:00,  2.43it/s]
Epoch 0: |          | 2827/? [19:21<00:00,  2.43it/s]
Epoch 0: |          | 2827/? [19:21<00:00,  2.43it/s]
Epoch 0: |          | 2828/? [19:21<00:00,  2.43it/s]
Epoch 0: |          | 2828/? [19:21<00:00,  2.43it/s]
Epoch 0: |          | 2829/? [19:22<00:00,  2.43it/s]
Epoch 0: |          | 2829/? [19:22<00:00,  2.43it/s]
Epoch 0: |          | 2830/? [19:22<00:00,  2.43it/s]
Epoch 0: |          | 2830/? [19:22<00:00,  2.43it/s]
Epoch 0: |          | 2831/? [19:22<00:00,  2.43it/s]
Epoch 0: |          | 2831/? [19:22<00:00,  2.43it/s]
Epoch 0: |          | 2832/? [19:23<00:00,  2.43it/s]
Epoch 0: |          | 2832/? [19:23<00:00,  2.43it/s]
Epoch 0: |          | 2833/? [19:23<00:00,  2.43it/s]
Epoch 0: |          | 2833/? [19:23<00:00,  2.43it/s]
Epoch 0: |          | 2834/? [19:24<00:00,  2.43it/s]
Epoch 0: |          | 2834/? [19:24<00:00,  2.43it/s]
Epoch 0: |          | 2835/? [19:24<00:00,  2.43it/s]
Epoch 0: |          | 2835/? [19:24<00:00,  2.43it/s]
Epoch 0: |          | 2836/? [19:24<00:00,  2.43it/s]
Epoch 0: |          | 2836/? [19:24<00:00,  2.43it/s]
Epoch 0: |          | 2837/? [19:25<00:00,  2.43it/s]
Epoch 0: |          | 2837/? [19:25<00:00,  2.43it/s]
Epoch 0: |          | 2838/? [19:25<00:00,  2.43it/s]
Epoch 0: |          | 2838/? [19:25<00:00,  2.43it/s]
Epoch 0: |          | 2839/? [19:26<00:00,  2.43it/s]
Epoch 0: |          | 2839/? [19:26<00:00,  2.43it/s]
Epoch 0: |          | 2840/? [19:26<00:00,  2.43it/s]
Epoch 0: |          | 2840/? [19:26<00:00,  2.43it/s]
Epoch 0: |          | 2841/? [19:26<00:00,  2.43it/s]
Epoch 0: |          | 2841/? [19:26<00:00,  2.43it/s]
Epoch 0: |          | 2842/? [19:27<00:00,  2.44it/s]
Epoch 0: |          | 2842/? [19:27<00:00,  2.44it/s]
Epoch 0: |          | 2843/? [19:27<00:00,  2.44it/s]
Epoch 0: |          | 2843/? [19:27<00:00,  2.44it/s]
Epoch 0: |          | 2844/? [19:27<00:00,  2.44it/s]
Epoch 0: |          | 2844/? [19:27<00:00,  2.44it/s]
Epoch 0: |          | 2845/? [19:28<00:00,  2.44it/s]
Epoch 0: |          | 2845/? [19:28<00:00,  2.44it/s]
Epoch 0: |          | 2846/? [19:28<00:00,  2.44it/s]
Epoch 0: |          | 2846/? [19:28<00:00,  2.44it/s]
Epoch 0: |          | 2847/? [19:29<00:00,  2.44it/s]
Epoch 0: |          | 2847/? [19:29<00:00,  2.44it/s]
Epoch 0: |          | 2848/? [19:29<00:00,  2.44it/s]
Epoch 0: |          | 2848/? [19:29<00:00,  2.44it/s]
Epoch 0: |          | 2849/? [19:29<00:00,  2.44it/s]
Epoch 0: |          | 2849/? [19:29<00:00,  2.44it/s]
Epoch 0: |          | 2850/? [19:30<00:00,  2.44it/s]
Epoch 0: |          | 2850/? [19:30<00:00,  2.44it/s]
Epoch 0: |          | 2851/? [19:30<00:00,  2.44it/s]
Epoch 0: |          | 2851/? [19:30<00:00,  2.44it/s]
Epoch 0: |          | 2852/? [19:30<00:00,  2.44it/s]
Epoch 0: |          | 2852/? [19:30<00:00,  2.44it/s]
Epoch 0: |          | 2853/? [19:31<00:00,  2.44it/s]
Epoch 0: |          | 2853/? [19:31<00:00,  2.44it/s]
Epoch 0: |          | 2854/? [19:31<00:00,  2.44it/s]
Epoch 0: |          | 2854/? [19:31<00:00,  2.44it/s]
Epoch 0: |          | 2855/? [19:32<00:00,  2.44it/s]
Epoch 0: |          | 2855/? [19:32<00:00,  2.44it/s]
Epoch 0: |          | 2856/? [19:32<00:00,  2.44it/s]
Epoch 0: |          | 2856/? [19:32<00:00,  2.44it/s]
Epoch 0: |          | 2857/? [19:32<00:00,  2.44it/s]
Epoch 0: |          | 2857/? [19:32<00:00,  2.44it/s]
Epoch 0: |          | 2858/? [19:33<00:00,  2.44it/s]
Epoch 0: |          | 2858/? [19:33<00:00,  2.44it/s]
Epoch 0: |          | 2859/? [19:33<00:00,  2.44it/s]
Epoch 0: |          | 2859/? [19:33<00:00,  2.44it/s]
Epoch 0: |          | 2860/? [19:33<00:00,  2.44it/s]
Epoch 0: |          | 2860/? [19:33<00:00,  2.44it/s]
Epoch 0: |          | 2861/? [19:34<00:00,  2.44it/s]
Epoch 0: |          | 2861/? [19:34<00:00,  2.44it/s]
Epoch 0: |          | 2862/? [19:34<00:00,  2.44it/s]
Epoch 0: |          | 2862/? [19:34<00:00,  2.44it/s]
Epoch 0: |          | 2863/? [19:35<00:00,  2.44it/s]
Epoch 0: |          | 2863/? [19:35<00:00,  2.44it/s]
Epoch 0: |          | 2864/? [19:35<00:00,  2.44it/s]
Epoch 0: |          | 2864/? [19:35<00:00,  2.44it/s]
Epoch 0: |          | 2865/? [19:35<00:00,  2.44it/s]
Epoch 0: |          | 2865/? [19:35<00:00,  2.44it/s]
Epoch 0: |          | 2866/? [19:36<00:00,  2.44it/s]
Epoch 0: |          | 2866/? [19:36<00:00,  2.44it/s]
Epoch 0: |          | 2867/? [19:36<00:00,  2.44it/s]
Epoch 0: |          | 2867/? [19:36<00:00,  2.44it/s]
Epoch 0: |          | 2868/? [19:36<00:00,  2.44it/s]
Epoch 0: |          | 2868/? [19:36<00:00,  2.44it/s]
Epoch 0: |          | 2869/? [19:37<00:00,  2.44it/s]
Epoch 0: |          | 2869/? [19:37<00:00,  2.44it/s]
Epoch 0: |          | 2870/? [19:37<00:00,  2.44it/s]
Epoch 0: |          | 2870/? [19:37<00:00,  2.44it/s]
Epoch 0: |          | 2871/? [19:38<00:00,  2.44it/s]
Epoch 0: |          | 2871/? [19:38<00:00,  2.44it/s]
Epoch 0: |          | 2872/? [19:38<00:00,  2.44it/s]
Epoch 0: |          | 2872/? [19:38<00:00,  2.44it/s]
Epoch 0: |          | 2873/? [19:38<00:00,  2.44it/s]
Epoch 0: |          | 2873/? [19:38<00:00,  2.44it/s]
Epoch 0: |          | 2874/? [19:39<00:00,  2.44it/s]
Epoch 0: |          | 2874/? [19:39<00:00,  2.44it/s]
Epoch 0: |          | 2875/? [19:39<00:00,  2.44it/s]
Epoch 0: |          | 2875/? [19:39<00:00,  2.44it/s]
Epoch 0: |          | 2876/? [19:40<00:00,  2.44it/s]
Epoch 0: |          | 2876/? [19:40<00:00,  2.44it/s]
Epoch 0: |          | 2877/? [19:40<00:00,  2.44it/s]
Epoch 0: |          | 2877/? [19:40<00:00,  2.44it/s]
Epoch 0: |          | 2878/? [19:40<00:00,  2.44it/s]
Epoch 0: |          | 2878/? [19:40<00:00,  2.44it/s]
Epoch 0: |          | 2879/? [19:41<00:00,  2.44it/s]
Epoch 0: |          | 2879/? [19:41<00:00,  2.44it/s]
Epoch 0: |          | 2880/? [19:41<00:00,  2.44it/s]
Epoch 0: |          | 2880/? [19:41<00:00,  2.44it/s]
Epoch 0: |          | 2881/? [19:41<00:00,  2.44it/s]
Epoch 0: |          | 2881/? [19:41<00:00,  2.44it/s]
Epoch 0: |          | 2882/? [19:42<00:00,  2.44it/s]
Epoch 0: |          | 2882/? [19:42<00:00,  2.44it/s]
Epoch 0: |          | 2883/? [19:42<00:00,  2.44it/s]
Epoch 0: |          | 2883/? [19:42<00:00,  2.44it/s]
Epoch 0: |          | 2884/? [19:43<00:00,  2.44it/s]
Epoch 0: |          | 2884/? [19:43<00:00,  2.44it/s]
Epoch 0: |          | 2885/? [19:43<00:00,  2.44it/s]
Epoch 0: |          | 2885/? [19:43<00:00,  2.44it/s]
Epoch 0: |          | 2886/? [19:43<00:00,  2.44it/s]
Epoch 0: |          | 2886/? [19:43<00:00,  2.44it/s]
Epoch 0: |          | 2887/? [19:44<00:00,  2.44it/s]
Epoch 0: |          | 2887/? [19:44<00:00,  2.44it/s]
Epoch 0: |          | 2888/? [19:44<00:00,  2.44it/s]
Epoch 0: |          | 2888/? [19:44<00:00,  2.44it/s]
Epoch 0: |          | 2889/? [19:44<00:00,  2.44it/s]
Epoch 0: |          | 2889/? [19:44<00:00,  2.44it/s]
Epoch 0: |          | 2890/? [19:45<00:00,  2.44it/s]
Epoch 0: |          | 2890/? [19:45<00:00,  2.44it/s]
Epoch 0: |          | 2891/? [19:45<00:00,  2.44it/s]
Epoch 0: |          | 2891/? [19:45<00:00,  2.44it/s]
Epoch 0: |          | 2892/? [19:46<00:00,  2.44it/s]
Epoch 0: |          | 2892/? [19:46<00:00,  2.44it/s]
Epoch 0: |          | 2893/? [19:46<00:00,  2.44it/s]
Epoch 0: |          | 2893/? [19:46<00:00,  2.44it/s]
Epoch 0: |          | 2894/? [19:46<00:00,  2.44it/s]
Epoch 0: |          | 2894/? [19:46<00:00,  2.44it/s]
Epoch 0: |          | 2895/? [19:47<00:00,  2.44it/s]
Epoch 0: |          | 2895/? [19:47<00:00,  2.44it/s]
Epoch 0: |          | 2896/? [19:47<00:00,  2.44it/s]
Epoch 0: |          | 2896/? [19:47<00:00,  2.44it/s]
Epoch 0: |          | 2897/? [19:47<00:00,  2.44it/s]
Epoch 0: |          | 2897/? [19:47<00:00,  2.44it/s]
Epoch 0: |          | 2898/? [19:48<00:00,  2.44it/s]
Epoch 0: |          | 2898/? [19:48<00:00,  2.44it/s]
Epoch 0: |          | 2899/? [19:48<00:00,  2.44it/s]
Epoch 0: |          | 2899/? [19:48<00:00,  2.44it/s]
Epoch 0: |          | 2900/? [19:49<00:00,  2.44it/s]
Epoch 0: |          | 2900/? [19:49<00:00,  2.44it/s]
Epoch 0: |          | 2901/? [19:49<00:00,  2.44it/s]
Epoch 0: |          | 2901/? [19:49<00:00,  2.44it/s]
Epoch 0: |          | 2902/? [19:49<00:00,  2.44it/s]
Epoch 0: |          | 2902/? [19:49<00:00,  2.44it/s]
Epoch 0: |          | 2903/? [19:50<00:00,  2.44it/s]
Epoch 0: |          | 2903/? [19:50<00:00,  2.44it/s]
Epoch 0: |          | 2904/? [19:50<00:00,  2.44it/s]
Epoch 0: |          | 2904/? [19:50<00:00,  2.44it/s]
Epoch 0: |          | 2905/? [19:50<00:00,  2.44it/s]
Epoch 0: |          | 2905/? [19:50<00:00,  2.44it/s]
Epoch 0: |          | 2906/? [19:51<00:00,  2.44it/s]
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Epoch 0: |          | 2910/? [19:52<00:00,  2.44it/s]
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Epoch 0: |          | 2911/? [19:53<00:00,  2.44it/s]
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Epoch 0: |          | 2912/? [19:53<00:00,  2.44it/s]
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Epoch 0: |          | 2913/? [19:54<00:00,  2.44it/s]
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Epoch 0: |          | 2914/? [19:54<00:00,  2.44it/s]
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Epoch 0: |          | 2915/? [19:54<00:00,  2.44it/s]
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Epoch 0: |          | 2916/? [19:55<00:00,  2.44it/s]
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Epoch 0: |          | 2918/? [19:55<00:00,  2.44it/s]
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Epoch 0: |          | 2919/? [19:56<00:00,  2.44it/s]
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Epoch 0: |          | 2920/? [19:56<00:00,  2.44it/s]
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Epoch 0: |          | 2921/? [19:57<00:00,  2.44it/s]
Epoch 0: |          | 2921/? [19:57<00:00,  2.44it/s]
Epoch 0: |          | 2922/? [19:57<00:00,  2.44it/s]
Epoch 0: |          | 2922/? [19:57<00:00,  2.44it/s]
Epoch 0: |          | 2923/? [19:57<00:00,  2.44it/s]
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Epoch 0: |          | 2924/? [19:58<00:00,  2.44it/s]
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Epoch 0: |          | 2925/? [19:58<00:00,  2.44it/s]
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Epoch 0: |          | 2926/? [19:58<00:00,  2.44it/s]
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Epoch 0: |          | 2927/? [19:59<00:00,  2.44it/s]
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Epoch 0: |          | 2928/? [19:59<00:00,  2.44it/s]
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Epoch 0: |          | 2929/? [20:00<00:00,  2.44it/s]
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Epoch 0: |          | 2930/? [20:00<00:00,  2.44it/s]
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Epoch 0: |          | 2931/? [20:00<00:00,  2.44it/s]
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Epoch 0: |          | 2932/? [20:01<00:00,  2.44it/s]
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Epoch 0: |          | 2933/? [20:01<00:00,  2.44it/s]
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Epoch 0: |          | 2934/? [20:01<00:00,  2.44it/s]
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Epoch 0: |          | 2935/? [20:02<00:00,  2.44it/s]
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Epoch 0: |          | 2937/? [20:03<00:00,  2.44it/s]
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Epoch 0: |          | 2938/? [20:03<00:00,  2.44it/s]
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Epoch 0: |          | 2940/? [20:04<00:00,  2.44it/s]
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Epoch 0: |          | 2950/? [20:08<00:00,  2.44it/s]
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Epoch 0: |          | 2951/? [20:08<00:00,  2.44it/s]
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Epoch 0: |          | 2952/? [20:08<00:00,  2.44it/s]
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Epoch 0: |          | 2953/? [20:09<00:00,  2.44it/s]
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Epoch 0: |          | 2954/? [20:09<00:00,  2.44it/s]
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Epoch 0: |          | 2955/? [20:09<00:00,  2.44it/s]
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Epoch 0: |          | 2956/? [20:10<00:00,  2.44it/s]
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Epoch 0: |          | 2957/? [20:10<00:00,  2.44it/s]
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Epoch 0: |          | 2958/? [20:11<00:00,  2.44it/s]
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Epoch 0: |          | 2959/? [20:11<00:00,  2.44it/s]
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Epoch 0: |          | 2960/? [20:11<00:00,  2.44it/s]
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Epoch 0: |          | 2961/? [20:12<00:00,  2.44it/s]
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Epoch 0: |          | 2962/? [20:12<00:00,  2.44it/s]
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Epoch 0: |          | 2963/? [20:12<00:00,  2.44it/s]
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Epoch 0: |          | 2964/? [20:13<00:00,  2.44it/s]
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Epoch 0: |          | 2965/? [20:13<00:00,  2.44it/s]
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Epoch 0: |          | 2966/? [20:14<00:00,  2.44it/s]
Epoch 0: |          | 2966/? [20:14<00:00,  2.44it/s]
Epoch 0: |          | 2967/? [20:14<00:00,  2.44it/s]
Epoch 0: |          | 2967/? [20:14<00:00,  2.44it/s]
Epoch 0: |          | 2968/? [20:14<00:00,  2.44it/s]
Epoch 0: |          | 2968/? [20:14<00:00,  2.44it/s]
Epoch 0: |          | 2969/? [20:15<00:00,  2.44it/s]
Epoch 0: |          | 2969/? [20:15<00:00,  2.44it/s]
Epoch 0: |          | 2970/? [20:15<00:00,  2.44it/s]
Epoch 0: |          | 2970/? [20:15<00:00,  2.44it/s]
Epoch 0: |          | 2971/? [20:15<00:00,  2.44it/s]
Epoch 0: |          | 2971/? [20:15<00:00,  2.44it/s]
Epoch 0: |          | 2972/? [20:16<00:00,  2.44it/s]
Epoch 0: |          | 2972/? [20:16<00:00,  2.44it/s]
Epoch 0: |          | 2973/? [20:16<00:00,  2.44it/s]
Epoch 0: |          | 2973/? [20:16<00:00,  2.44it/s]
Epoch 0: |          | 2974/? [20:17<00:00,  2.44it/s]
Epoch 0: |          | 2974/? [20:17<00:00,  2.44it/s]
Epoch 0: |          | 2975/? [20:17<00:00,  2.44it/s]
Epoch 0: |          | 2975/? [20:17<00:00,  2.44it/s]
Epoch 0: |          | 2976/? [20:17<00:00,  2.44it/s]
Epoch 0: |          | 2976/? [20:17<00:00,  2.44it/s]
Epoch 0: |          | 2977/? [20:18<00:00,  2.44it/s]
Epoch 0: |          | 2977/? [20:18<00:00,  2.44it/s]
Epoch 0: |          | 2978/? [20:18<00:00,  2.44it/s]
Epoch 0: |          | 2978/? [20:18<00:00,  2.44it/s]
Epoch 0: |          | 2979/? [20:18<00:00,  2.44it/s]
Epoch 0: |          | 2979/? [20:18<00:00,  2.44it/s]
Epoch 0: |          | 2980/? [20:19<00:00,  2.44it/s]
Epoch 0: |          | 2980/? [20:19<00:00,  2.44it/s]
Epoch 0: |          | 2981/? [20:19<00:00,  2.44it/s]
Epoch 0: |          | 2981/? [20:19<00:00,  2.44it/s]
Epoch 0: |          | 2982/? [20:20<00:00,  2.44it/s]
Epoch 0: |          | 2982/? [20:20<00:00,  2.44it/s]
Epoch 0: |          | 2983/? [20:20<00:00,  2.44it/s]
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Epoch 0: |          | 2984/? [20:20<00:00,  2.44it/s]
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Epoch 0: |          | 2985/? [20:21<00:00,  2.44it/s]
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Epoch 0: |          | 2986/? [20:21<00:00,  2.44it/s]
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Epoch 0: |          | 2987/? [20:21<00:00,  2.44it/s]
Epoch 0: |          | 2987/? [20:21<00:00,  2.44it/s]
Epoch 0: |          | 2988/? [20:22<00:00,  2.44it/s]
Epoch 0: |          | 2988/? [20:22<00:00,  2.44it/s]
Epoch 0: |          | 2989/? [20:22<00:00,  2.44it/s]
Epoch 0: |          | 2989/? [20:22<00:00,  2.44it/s]
Epoch 0: |          | 2990/? [20:23<00:00,  2.44it/s]
Epoch 0: |          | 2990/? [20:23<00:00,  2.44it/s]
Epoch 0: |          | 2991/? [20:23<00:00,  2.44it/s]
Epoch 0: |          | 2991/? [20:23<00:00,  2.44it/s]
Epoch 0: |          | 2992/? [20:23<00:00,  2.44it/s]
Epoch 0: |          | 2992/? [20:23<00:00,  2.44it/s]
Epoch 0: |          | 2993/? [20:24<00:00,  2.44it/s]
Epoch 0: |          | 2993/? [20:24<00:00,  2.44it/s]
Epoch 0: |          | 2994/? [20:24<00:00,  2.44it/s]
Epoch 0: |          | 2994/? [20:24<00:00,  2.44it/s]
Epoch 0: |          | 2995/? [20:25<00:00,  2.44it/s]
Epoch 0: |          | 2995/? [20:25<00:00,  2.44it/s]
Epoch 0: |          | 2996/? [20:25<00:00,  2.44it/s]
Epoch 0: |          | 2996/? [20:25<00:00,  2.44it/s]
Epoch 0: |          | 2997/? [20:25<00:00,  2.45it/s]
Epoch 0: |          | 2997/? [20:25<00:00,  2.45it/s]
Epoch 0: |          | 2998/? [20:26<00:00,  2.45it/s]
Epoch 0: |          | 2998/? [20:26<00:00,  2.45it/s]
Epoch 0: |          | 2999/? [20:26<00:00,  2.45it/s]
Epoch 0: |          | 2999/? [20:26<00:00,  2.45it/s]
Epoch 0: |          | 3000/? [20:26<00:00,  2.45it/s]
Epoch 0: |          | 3000/? [20:26<00:00,  2.45it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.79it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.03it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.93it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.06it/s]

Epoch 0: |          | 3000/? [20:27<00:00,  2.44it/s]
Epoch 0: |          | 3001/? [20:27<00:00,  2.44it/s]
Epoch 0: |          | 3001/? [20:27<00:00,  2.44it/s]
Epoch 0: |          | 3002/? [20:28<00:00,  2.44it/s]
Epoch 0: |          | 3002/? [20:28<00:00,  2.44it/s]
Epoch 0: |          | 3003/? [20:28<00:00,  2.44it/s]
Epoch 0: |          | 3003/? [20:28<00:00,  2.44it/s]
Epoch 0: |          | 3004/? [20:28<00:00,  2.44it/s]
Epoch 0: |          | 3004/? [20:28<00:00,  2.44it/s]
Epoch 0: |          | 3005/? [20:29<00:00,  2.44it/s]
Epoch 0: |          | 3005/? [20:29<00:00,  2.44it/s]
Epoch 0: |          | 3006/? [20:29<00:00,  2.44it/s]
Epoch 0: |          | 3006/? [20:29<00:00,  2.44it/s]
Epoch 0: |          | 3007/? [20:30<00:00,  2.44it/s]
Epoch 0: |          | 3007/? [20:30<00:00,  2.44it/s]
Epoch 0: |          | 3008/? [20:30<00:00,  2.44it/s]
Epoch 0: |          | 3008/? [20:30<00:00,  2.44it/s]
Epoch 0: |          | 3009/? [20:30<00:00,  2.44it/s]
Epoch 0: |          | 3009/? [20:30<00:00,  2.44it/s]
Epoch 0: |          | 3010/? [20:31<00:00,  2.44it/s]
Epoch 0: |          | 3010/? [20:31<00:00,  2.44it/s]
Epoch 0: |          | 3011/? [20:31<00:00,  2.44it/s]
Epoch 0: |          | 3011/? [20:31<00:00,  2.44it/s]
Epoch 0: |          | 3012/? [20:31<00:00,  2.44it/s]
Epoch 0: |          | 3012/? [20:31<00:00,  2.44it/s]
Epoch 0: |          | 3013/? [20:32<00:00,  2.44it/s]
Epoch 0: |          | 3013/? [20:32<00:00,  2.44it/s]
Epoch 0: |          | 3014/? [20:32<00:00,  2.45it/s]
Epoch 0: |          | 3014/? [20:32<00:00,  2.45it/s]
Epoch 0: |          | 3015/? [20:33<00:00,  2.45it/s]
Epoch 0: |          | 3015/? [20:33<00:00,  2.45it/s]
Epoch 0: |          | 3016/? [20:33<00:00,  2.45it/s]
Epoch 0: |          | 3016/? [20:33<00:00,  2.45it/s]
Epoch 0: |          | 3017/? [20:33<00:00,  2.45it/s]
Epoch 0: |          | 3017/? [20:33<00:00,  2.45it/s]
Epoch 0: |          | 3018/? [20:34<00:00,  2.45it/s]
Epoch 0: |          | 3018/? [20:34<00:00,  2.45it/s]
Epoch 0: |          | 3019/? [20:34<00:00,  2.45it/s]
Epoch 0: |          | 3019/? [20:34<00:00,  2.45it/s]
Epoch 0: |          | 3020/? [20:34<00:00,  2.45it/s]
Epoch 0: |          | 3020/? [20:34<00:00,  2.45it/s]
Epoch 0: |          | 3021/? [20:35<00:00,  2.45it/s]
Epoch 0: |          | 3021/? [20:35<00:00,  2.45it/s]
Epoch 0: |          | 3022/? [20:35<00:00,  2.45it/s]
Epoch 0: |          | 3022/? [20:35<00:00,  2.45it/s]
Epoch 0: |          | 3023/? [20:36<00:00,  2.45it/s]
Epoch 0: |          | 3023/? [20:36<00:00,  2.45it/s]
Epoch 0: |          | 3024/? [20:36<00:00,  2.45it/s]
Epoch 0: |          | 3024/? [20:36<00:00,  2.45it/s]
Epoch 0: |          | 3025/? [20:36<00:00,  2.45it/s]
Epoch 0: |          | 3025/? [20:36<00:00,  2.45it/s]
Epoch 0: |          | 3026/? [20:37<00:00,  2.45it/s]
Epoch 0: |          | 3026/? [20:37<00:00,  2.45it/s]
Epoch 0: |          | 3027/? [20:37<00:00,  2.45it/s]
Epoch 0: |          | 3027/? [20:37<00:00,  2.45it/s]
Epoch 0: |          | 3028/? [20:38<00:00,  2.45it/s]
Epoch 0: |          | 3028/? [20:38<00:00,  2.45it/s]
Epoch 0: |          | 3029/? [20:38<00:00,  2.45it/s]
Epoch 0: |          | 3029/? [20:38<00:00,  2.45it/s]
Epoch 0: |          | 3030/? [20:38<00:00,  2.45it/s]
Epoch 0: |          | 3030/? [20:38<00:00,  2.45it/s]
Epoch 0: |          | 3031/? [20:39<00:00,  2.45it/s]
Epoch 0: |          | 3031/? [20:39<00:00,  2.45it/s]
Epoch 0: |          | 3032/? [20:39<00:00,  2.45it/s]
Epoch 0: |          | 3032/? [20:39<00:00,  2.45it/s]
Epoch 0: |          | 3033/? [20:39<00:00,  2.45it/s]
Epoch 0: |          | 3033/? [20:39<00:00,  2.45it/s]
Epoch 0: |          | 3034/? [20:40<00:00,  2.45it/s]
Epoch 0: |          | 3034/? [20:40<00:00,  2.45it/s]
Epoch 0: |          | 3035/? [20:40<00:00,  2.45it/s]
Epoch 0: |          | 3035/? [20:40<00:00,  2.45it/s]
Epoch 0: |          | 3036/? [20:41<00:00,  2.45it/s]
Epoch 0: |          | 3036/? [20:41<00:00,  2.45it/s]
Epoch 0: |          | 3037/? [20:41<00:00,  2.45it/s]
Epoch 0: |          | 3037/? [20:41<00:00,  2.45it/s]
Epoch 0: |          | 3038/? [20:41<00:00,  2.45it/s]
Epoch 0: |          | 3038/? [20:41<00:00,  2.45it/s]
Epoch 0: |          | 3039/? [20:42<00:00,  2.45it/s]
Epoch 0: |          | 3039/? [20:42<00:00,  2.45it/s]
Epoch 0: |          | 3040/? [20:42<00:00,  2.45it/s]
Epoch 0: |          | 3040/? [20:42<00:00,  2.45it/s]
Epoch 0: |          | 3041/? [20:42<00:00,  2.45it/s]
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Epoch 0: |          | 3111/? [21:09<00:00,  2.45it/s]
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Epoch 0: |          | 3112/? [21:09<00:00,  2.45it/s]
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Epoch 0: |          | 3117/? [21:11<00:00,  2.45it/s]
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Epoch 0: |          | 3120/? [21:12<00:00,  2.45it/s]
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Epoch 0: |          | 3130/? [21:16<00:00,  2.45it/s]
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Epoch 0: |          | 3131/? [21:16<00:00,  2.45it/s]
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Epoch 0: |          | 3134/? [21:18<00:00,  2.45it/s]
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Epoch 0: |          | 3135/? [21:18<00:00,  2.45it/s]
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Epoch 0: |          | 3138/? [21:19<00:00,  2.45it/s]
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Epoch 0: |          | 3139/? [21:19<00:00,  2.45it/s]
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Epoch 0: |          | 3145/? [21:22<00:00,  2.45it/s]
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Epoch 0: |          | 3146/? [21:22<00:00,  2.45it/s]
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Epoch 0: |          | 3148/? [21:23<00:00,  2.45it/s]
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Epoch 0: |          | 3149/? [21:23<00:00,  2.45it/s]
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Epoch 0: |          | 3150/? [21:24<00:00,  2.45it/s]
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Epoch 0: |          | 3151/? [21:24<00:00,  2.45it/s]
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Epoch 0: |          | 3153/? [21:25<00:00,  2.45it/s]
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Epoch 0: |          | 3156/? [21:26<00:00,  2.45it/s]
Epoch 0: |          | 3156/? [21:26<00:00,  2.45it/s]
Epoch 0: |          | 3157/? [21:26<00:00,  2.45it/s]
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Epoch 0: |          | 3158/? [21:27<00:00,  2.45it/s]
Epoch 0: |          | 3158/? [21:27<00:00,  2.45it/s]
Epoch 0: |          | 3159/? [21:27<00:00,  2.45it/s]
Epoch 0: |          | 3159/? [21:27<00:00,  2.45it/s]
Epoch 0: |          | 3160/? [21:27<00:00,  2.45it/s]
Epoch 0: |          | 3160/? [21:27<00:00,  2.45it/s]
Epoch 0: |          | 3161/? [21:28<00:00,  2.45it/s]
Epoch 0: |          | 3161/? [21:28<00:00,  2.45it/s]
Epoch 0: |          | 3162/? [21:28<00:00,  2.45it/s]
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Epoch 0: |          | 3181/? [21:35<00:00,  2.45it/s]
Epoch 0: |          | 3181/? [21:35<00:00,  2.45it/s]
Epoch 0: |          | 3182/? [21:36<00:00,  2.45it/s]
Epoch 0: |          | 3182/? [21:36<00:00,  2.45it/s]
Epoch 0: |          | 3183/? [21:36<00:00,  2.45it/s]
Epoch 0: |          | 3183/? [21:36<00:00,  2.45it/s]
Epoch 0: |          | 3184/? [21:36<00:00,  2.45it/s]
Epoch 0: |          | 3184/? [21:36<00:00,  2.45it/s]
Epoch 0: |          | 3185/? [21:37<00:00,  2.46it/s]
Epoch 0: |          | 3185/? [21:37<00:00,  2.46it/s]
Epoch 0: |          | 3186/? [21:37<00:00,  2.46it/s]
Epoch 0: |          | 3186/? [21:37<00:00,  2.46it/s]
Epoch 0: |          | 3187/? [21:38<00:00,  2.46it/s]
Epoch 0: |          | 3187/? [21:38<00:00,  2.46it/s]
Epoch 0: |          | 3188/? [21:38<00:00,  2.46it/s]
Epoch 0: |          | 3188/? [21:38<00:00,  2.46it/s]
Epoch 0: |          | 3189/? [21:38<00:00,  2.46it/s]
Epoch 0: |          | 3189/? [21:38<00:00,  2.46it/s]
Epoch 0: |          | 3190/? [21:39<00:00,  2.46it/s]
Epoch 0: |          | 3190/? [21:39<00:00,  2.46it/s]
Epoch 0: |          | 3191/? [21:39<00:00,  2.46it/s]
Epoch 0: |          | 3191/? [21:39<00:00,  2.46it/s]
Epoch 0: |          | 3192/? [21:39<00:00,  2.46it/s]
Epoch 0: |          | 3192/? [21:39<00:00,  2.46it/s]
Epoch 0: |          | 3193/? [21:40<00:00,  2.46it/s]
Epoch 0: |          | 3193/? [21:40<00:00,  2.46it/s]
Epoch 0: |          | 3194/? [21:40<00:00,  2.46it/s]
Epoch 0: |          | 3194/? [21:40<00:00,  2.46it/s]
Epoch 0: |          | 3195/? [21:41<00:00,  2.46it/s]
Epoch 0: |          | 3195/? [21:41<00:00,  2.46it/s]
Epoch 0: |          | 3196/? [21:41<00:00,  2.46it/s]
Epoch 0: |          | 3196/? [21:41<00:00,  2.46it/s]
Epoch 0: |          | 3197/? [21:41<00:00,  2.46it/s]
Epoch 0: |          | 3197/? [21:41<00:00,  2.46it/s]
Epoch 0: |          | 3198/? [21:42<00:00,  2.46it/s]
Epoch 0: |          | 3198/? [21:42<00:00,  2.46it/s]
Epoch 0: |          | 3199/? [21:42<00:00,  2.46it/s]
Epoch 0: |          | 3199/? [21:42<00:00,  2.46it/s]
Epoch 0: |          | 3200/? [21:42<00:00,  2.46it/s]
Epoch 0: |          | 3200/? [21:42<00:00,  2.46it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.77it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.03it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.97it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.07it/s]

Epoch 0: |          | 3200/? [21:43<00:00,  2.45it/s]
Epoch 0: |          | 3201/? [21:43<00:00,  2.45it/s]
Epoch 0: |          | 3201/? [21:43<00:00,  2.45it/s]
Epoch 0: |          | 3202/? [21:44<00:00,  2.46it/s]
Epoch 0: |          | 3202/? [21:44<00:00,  2.46it/s]
Epoch 0: |          | 3203/? [21:44<00:00,  2.46it/s]
Epoch 0: |          | 3203/? [21:44<00:00,  2.46it/s]
Epoch 0: |          | 3204/? [21:45<00:00,  2.46it/s]
Epoch 0: |          | 3204/? [21:45<00:00,  2.46it/s]
Epoch 0: |          | 3205/? [21:45<00:00,  2.46it/s]
Epoch 0: |          | 3205/? [21:45<00:00,  2.46it/s]
Epoch 0: |          | 3206/? [21:45<00:00,  2.46it/s]
Epoch 0: |          | 3206/? [21:45<00:00,  2.46it/s]
Epoch 0: |          | 3207/? [21:46<00:00,  2.46it/s]
Epoch 0: |          | 3207/? [21:46<00:00,  2.46it/s]
Epoch 0: |          | 3208/? [21:46<00:00,  2.46it/s]
Epoch 0: |          | 3208/? [21:46<00:00,  2.46it/s]
Epoch 0: |          | 3209/? [21:46<00:00,  2.46it/s]
Epoch 0: |          | 3209/? [21:46<00:00,  2.46it/s]
Epoch 0: |          | 3210/? [21:47<00:00,  2.46it/s]
Epoch 0: |          | 3210/? [21:47<00:00,  2.46it/s]
Epoch 0: |          | 3211/? [21:47<00:00,  2.46it/s]
Epoch 0: |          | 3211/? [21:47<00:00,  2.46it/s]
Epoch 0: |          | 3212/? [21:48<00:00,  2.46it/s]
Epoch 0: |          | 3212/? [21:48<00:00,  2.46it/s]
Epoch 0: |          | 3213/? [21:48<00:00,  2.46it/s]
Epoch 0: |          | 3213/? [21:48<00:00,  2.46it/s]
Epoch 0: |          | 3214/? [21:48<00:00,  2.46it/s]
Epoch 0: |          | 3214/? [21:48<00:00,  2.46it/s]
Epoch 0: |          | 3215/? [21:49<00:00,  2.46it/s]
Epoch 0: |          | 3215/? [21:49<00:00,  2.46it/s]
Epoch 0: |          | 3216/? [21:49<00:00,  2.46it/s]
Epoch 0: |          | 3216/? [21:49<00:00,  2.46it/s]
Epoch 0: |          | 3217/? [21:49<00:00,  2.46it/s]
Epoch 0: |          | 3217/? [21:49<00:00,  2.46it/s]
Epoch 0: |          | 3218/? [21:50<00:00,  2.46it/s]
Epoch 0: |          | 3218/? [21:50<00:00,  2.46it/s]
Epoch 0: |          | 3219/? [21:50<00:00,  2.46it/s]
Epoch 0: |          | 3219/? [21:50<00:00,  2.46it/s]
Epoch 0: |          | 3220/? [21:51<00:00,  2.46it/s]
Epoch 0: |          | 3220/? [21:51<00:00,  2.46it/s]
Epoch 0: |          | 3221/? [21:51<00:00,  2.46it/s]
Epoch 0: |          | 3221/? [21:51<00:00,  2.46it/s]
Epoch 0: |          | 3222/? [21:51<00:00,  2.46it/s]
Epoch 0: |          | 3222/? [21:51<00:00,  2.46it/s]
Epoch 0: |          | 3223/? [21:52<00:00,  2.46it/s]
Epoch 0: |          | 3223/? [21:52<00:00,  2.46it/s]
Epoch 0: |          | 3224/? [21:52<00:00,  2.46it/s]
Epoch 0: |          | 3224/? [21:52<00:00,  2.46it/s]
Epoch 0: |          | 3225/? [21:52<00:00,  2.46it/s]
Epoch 0: |          | 3225/? [21:52<00:00,  2.46it/s]
Epoch 0: |          | 3226/? [21:53<00:00,  2.46it/s]
Epoch 0: |          | 3226/? [21:53<00:00,  2.46it/s]
Epoch 0: |          | 3227/? [21:53<00:00,  2.46it/s]
Epoch 0: |          | 3227/? [21:53<00:00,  2.46it/s]
Epoch 0: |          | 3228/? [21:54<00:00,  2.46it/s]
Epoch 0: |          | 3228/? [21:54<00:00,  2.46it/s]
Epoch 0: |          | 3229/? [21:54<00:00,  2.46it/s]
Epoch 0: |          | 3229/? [21:54<00:00,  2.46it/s]
Epoch 0: |          | 3230/? [21:54<00:00,  2.46it/s]
Epoch 0: |          | 3230/? [21:54<00:00,  2.46it/s]
Epoch 0: |          | 3231/? [21:55<00:00,  2.46it/s]
Epoch 0: |          | 3231/? [21:55<00:00,  2.46it/s]
Epoch 0: |          | 3232/? [21:55<00:00,  2.46it/s]
Epoch 0: |          | 3232/? [21:55<00:00,  2.46it/s]
Epoch 0: |          | 3233/? [21:55<00:00,  2.46it/s]
Epoch 0: |          | 3233/? [21:55<00:00,  2.46it/s]
Epoch 0: |          | 3234/? [21:56<00:00,  2.46it/s]
Epoch 0: |          | 3234/? [21:56<00:00,  2.46it/s]
Epoch 0: |          | 3235/? [21:56<00:00,  2.46it/s]
Epoch 0: |          | 3235/? [21:56<00:00,  2.46it/s]
Epoch 0: |          | 3236/? [21:57<00:00,  2.46it/s]
Epoch 0: |          | 3236/? [21:57<00:00,  2.46it/s]
Epoch 0: |          | 3237/? [21:57<00:00,  2.46it/s]
Epoch 0: |          | 3237/? [21:57<00:00,  2.46it/s]
Epoch 0: |          | 3238/? [21:57<00:00,  2.46it/s]
Epoch 0: |          | 3238/? [21:57<00:00,  2.46it/s]
Epoch 0: |          | 3239/? [21:58<00:00,  2.46it/s]
Epoch 0: |          | 3239/? [21:58<00:00,  2.46it/s]
Epoch 0: |          | 3240/? [21:58<00:00,  2.46it/s]
Epoch 0: |          | 3240/? [21:58<00:00,  2.46it/s]
Epoch 0: |          | 3241/? [21:59<00:00,  2.46it/s]
Epoch 0: |          | 3241/? [21:59<00:00,  2.46it/s]
Epoch 0: |          | 3242/? [21:59<00:00,  2.46it/s]
Epoch 0: |          | 3242/? [21:59<00:00,  2.46it/s]
Epoch 0: |          | 3243/? [21:59<00:00,  2.46it/s]
Epoch 0: |          | 3243/? [21:59<00:00,  2.46it/s]
Epoch 0: |          | 3244/? [22:00<00:00,  2.46it/s]
Epoch 0: |          | 3244/? [22:00<00:00,  2.46it/s]
Epoch 0: |          | 3245/? [22:00<00:00,  2.46it/s]
Epoch 0: |          | 3245/? [22:00<00:00,  2.46it/s]
Epoch 0: |          | 3246/? [22:00<00:00,  2.46it/s]
Epoch 0: |          | 3246/? [22:00<00:00,  2.46it/s]
Epoch 0: |          | 3247/? [22:01<00:00,  2.46it/s]
Epoch 0: |          | 3247/? [22:01<00:00,  2.46it/s]
Epoch 0: |          | 3248/? [22:01<00:00,  2.46it/s]
Epoch 0: |          | 3248/? [22:01<00:00,  2.46it/s]
Epoch 0: |          | 3249/? [22:02<00:00,  2.46it/s]
Epoch 0: |          | 3249/? [22:02<00:00,  2.46it/s]
Epoch 0: |          | 3250/? [22:02<00:00,  2.46it/s]
Epoch 0: |          | 3250/? [22:02<00:00,  2.46it/s]
Epoch 0: |          | 3251/? [22:02<00:00,  2.46it/s]
Epoch 0: |          | 3251/? [22:02<00:00,  2.46it/s]
Epoch 0: |          | 3252/? [22:03<00:00,  2.46it/s]
Epoch 0: |          | 3252/? [22:03<00:00,  2.46it/s]
Epoch 0: |          | 3253/? [22:03<00:00,  2.46it/s]
Epoch 0: |          | 3253/? [22:03<00:00,  2.46it/s]
Epoch 0: |          | 3254/? [22:03<00:00,  2.46it/s]
Epoch 0: |          | 3254/? [22:03<00:00,  2.46it/s]
Epoch 0: |          | 3255/? [22:04<00:00,  2.46it/s]
Epoch 0: |          | 3255/? [22:04<00:00,  2.46it/s]
Epoch 0: |          | 3256/? [22:04<00:00,  2.46it/s]
Epoch 0: |          | 3256/? [22:04<00:00,  2.46it/s]
Epoch 0: |          | 3257/? [22:05<00:00,  2.46it/s]
Epoch 0: |          | 3257/? [22:05<00:00,  2.46it/s]
Epoch 0: |          | 3258/? [22:05<00:00,  2.46it/s]
Epoch 0: |          | 3258/? [22:05<00:00,  2.46it/s]
Epoch 0: |          | 3259/? [22:05<00:00,  2.46it/s]
Epoch 0: |          | 3259/? [22:05<00:00,  2.46it/s]
Epoch 0: |          | 3260/? [22:06<00:00,  2.46it/s]
Epoch 0: |          | 3260/? [22:06<00:00,  2.46it/s]
Epoch 0: |          | 3261/? [22:06<00:00,  2.46it/s]
Epoch 0: |          | 3261/? [22:06<00:00,  2.46it/s]
Epoch 0: |          | 3262/? [22:06<00:00,  2.46it/s]
Epoch 0: |          | 3262/? [22:06<00:00,  2.46it/s]
Epoch 0: |          | 3263/? [22:07<00:00,  2.46it/s]
Epoch 0: |          | 3263/? [22:07<00:00,  2.46it/s]
Epoch 0: |          | 3264/? [22:07<00:00,  2.46it/s]
Epoch 0: |          | 3264/? [22:07<00:00,  2.46it/s]
Epoch 0: |          | 3265/? [22:08<00:00,  2.46it/s]
Epoch 0: |          | 3265/? [22:08<00:00,  2.46it/s]
Epoch 0: |          | 3266/? [22:08<00:00,  2.46it/s]
Epoch 0: |          | 3266/? [22:08<00:00,  2.46it/s]
Epoch 0: |          | 3267/? [22:08<00:00,  2.46it/s]
Epoch 0: |          | 3267/? [22:08<00:00,  2.46it/s]
Epoch 0: |          | 3268/? [22:09<00:00,  2.46it/s]
Epoch 0: |          | 3268/? [22:09<00:00,  2.46it/s]
Epoch 0: |          | 3269/? [22:09<00:00,  2.46it/s]
Epoch 0: |          | 3269/? [22:09<00:00,  2.46it/s]
Epoch 0: |          | 3270/? [22:09<00:00,  2.46it/s]
Epoch 0: |          | 3270/? [22:09<00:00,  2.46it/s]
Epoch 0: |          | 3271/? [22:10<00:00,  2.46it/s]
Epoch 0: |          | 3271/? [22:10<00:00,  2.46it/s]
Epoch 0: |          | 3272/? [22:10<00:00,  2.46it/s]
Epoch 0: |          | 3272/? [22:10<00:00,  2.46it/s]
Epoch 0: |          | 3273/? [22:11<00:00,  2.46it/s]
Epoch 0: |          | 3273/? [22:11<00:00,  2.46it/s]
Epoch 0: |          | 3274/? [22:11<00:00,  2.46it/s]
Epoch 0: |          | 3274/? [22:11<00:00,  2.46it/s]
Epoch 0: |          | 3275/? [22:11<00:00,  2.46it/s]
Epoch 0: |          | 3275/? [22:11<00:00,  2.46it/s]
Epoch 0: |          | 3276/? [22:12<00:00,  2.46it/s]
Epoch 0: |          | 3276/? [22:12<00:00,  2.46it/s]
Epoch 0: |          | 3277/? [22:12<00:00,  2.46it/s]
Epoch 0: |          | 3277/? [22:12<00:00,  2.46it/s]
Epoch 0: |          | 3278/? [22:13<00:00,  2.46it/s]
Epoch 0: |          | 3278/? [22:13<00:00,  2.46it/s]
Epoch 0: |          | 3279/? [22:13<00:00,  2.46it/s]
Epoch 0: |          | 3279/? [22:13<00:00,  2.46it/s]
Epoch 0: |          | 3280/? [22:13<00:00,  2.46it/s]
Epoch 0: |          | 3280/? [22:13<00:00,  2.46it/s]
Epoch 0: |          | 3281/? [22:14<00:00,  2.46it/s]
Epoch 0: |          | 3281/? [22:14<00:00,  2.46it/s]
Epoch 0: |          | 3282/? [22:14<00:00,  2.46it/s]
Epoch 0: |          | 3282/? [22:14<00:00,  2.46it/s]
Epoch 0: |          | 3283/? [22:14<00:00,  2.46it/s]
Epoch 0: |          | 3283/? [22:14<00:00,  2.46it/s]
Epoch 0: |          | 3284/? [22:15<00:00,  2.46it/s]
Epoch 0: |          | 3284/? [22:15<00:00,  2.46it/s]
Epoch 0: |          | 3285/? [22:15<00:00,  2.46it/s]
Epoch 0: |          | 3285/? [22:15<00:00,  2.46it/s]
Epoch 0: |          | 3286/? [22:16<00:00,  2.46it/s]
Epoch 0: |          | 3286/? [22:16<00:00,  2.46it/s]
Epoch 0: |          | 3287/? [22:16<00:00,  2.46it/s]
Epoch 0: |          | 3287/? [22:16<00:00,  2.46it/s]
Epoch 0: |          | 3288/? [22:16<00:00,  2.46it/s]
Epoch 0: |          | 3288/? [22:16<00:00,  2.46it/s]
Epoch 0: |          | 3289/? [22:17<00:00,  2.46it/s]
Epoch 0: |          | 3289/? [22:17<00:00,  2.46it/s]
Epoch 0: |          | 3290/? [22:17<00:00,  2.46it/s]
Epoch 0: |          | 3290/? [22:17<00:00,  2.46it/s]
Epoch 0: |          | 3291/? [22:17<00:00,  2.46it/s]
Epoch 0: |          | 3291/? [22:17<00:00,  2.46it/s]
Epoch 0: |          | 3292/? [22:18<00:00,  2.46it/s]
Epoch 0: |          | 3292/? [22:18<00:00,  2.46it/s]
Epoch 0: |          | 3293/? [22:18<00:00,  2.46it/s]
Epoch 0: |          | 3293/? [22:18<00:00,  2.46it/s]
Epoch 0: |          | 3294/? [22:19<00:00,  2.46it/s]
Epoch 0: |          | 3294/? [22:19<00:00,  2.46it/s]
Epoch 0: |          | 3295/? [22:19<00:00,  2.46it/s]
Epoch 0: |          | 3295/? [22:19<00:00,  2.46it/s]
Epoch 0: |          | 3296/? [22:19<00:00,  2.46it/s]
Epoch 0: |          | 3296/? [22:19<00:00,  2.46it/s]
Epoch 0: |          | 3297/? [22:20<00:00,  2.46it/s]
Epoch 0: |          | 3297/? [22:20<00:00,  2.46it/s]
Epoch 0: |          | 3298/? [22:20<00:00,  2.46it/s]
Epoch 0: |          | 3298/? [22:20<00:00,  2.46it/s]
Epoch 0: |          | 3299/? [22:20<00:00,  2.46it/s]
Epoch 0: |          | 3299/? [22:20<00:00,  2.46it/s]
Epoch 0: |          | 3300/? [22:21<00:00,  2.46it/s]
Epoch 0: |          | 3300/? [22:21<00:00,  2.46it/s]
Epoch 0: |          | 3301/? [22:21<00:00,  2.46it/s]
Epoch 0: |          | 3301/? [22:21<00:00,  2.46it/s]
Epoch 0: |          | 3302/? [22:22<00:00,  2.46it/s]
Epoch 0: |          | 3302/? [22:22<00:00,  2.46it/s]
Epoch 0: |          | 3303/? [22:22<00:00,  2.46it/s]
Epoch 0: |          | 3303/? [22:22<00:00,  2.46it/s]
Epoch 0: |          | 3304/? [22:22<00:00,  2.46it/s]
Epoch 0: |          | 3304/? [22:22<00:00,  2.46it/s]
Epoch 0: |          | 3305/? [22:23<00:00,  2.46it/s]
Epoch 0: |          | 3305/? [22:23<00:00,  2.46it/s]
Epoch 0: |          | 3306/? [22:23<00:00,  2.46it/s]
Epoch 0: |          | 3306/? [22:23<00:00,  2.46it/s]
Epoch 0: |          | 3307/? [22:23<00:00,  2.46it/s]
Epoch 0: |          | 3307/? [22:23<00:00,  2.46it/s]
Epoch 0: |          | 3308/? [22:24<00:00,  2.46it/s]
Epoch 0: |          | 3308/? [22:24<00:00,  2.46it/s]
Epoch 0: |          | 3309/? [22:24<00:00,  2.46it/s]
Epoch 0: |          | 3309/? [22:24<00:00,  2.46it/s]
Epoch 0: |          | 3310/? [22:25<00:00,  2.46it/s]
Epoch 0: |          | 3310/? [22:25<00:00,  2.46it/s]
Epoch 0: |          | 3311/? [22:25<00:00,  2.46it/s]
Epoch 0: |          | 3311/? [22:25<00:00,  2.46it/s]
Epoch 0: |          | 3312/? [22:25<00:00,  2.46it/s]
Epoch 0: |          | 3312/? [22:25<00:00,  2.46it/s]
Epoch 0: |          | 3313/? [22:26<00:00,  2.46it/s]
Epoch 0: |          | 3313/? [22:26<00:00,  2.46it/s]
Epoch 0: |          | 3314/? [22:26<00:00,  2.46it/s]
Epoch 0: |          | 3314/? [22:26<00:00,  2.46it/s]
Epoch 0: |          | 3315/? [22:26<00:00,  2.46it/s]
Epoch 0: |          | 3315/? [22:26<00:00,  2.46it/s]
Epoch 0: |          | 3316/? [22:27<00:00,  2.46it/s]
Epoch 0: |          | 3316/? [22:27<00:00,  2.46it/s]
Epoch 0: |          | 3317/? [22:27<00:00,  2.46it/s]
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Epoch 0: |          | 3318/? [22:28<00:00,  2.46it/s]
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Epoch 0: |          | 3321/? [22:29<00:00,  2.46it/s]
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Epoch 0: |          | 3371/? [22:48<00:00,  2.46it/s]
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Epoch 0: |          | 3380/? [22:51<00:00,  2.46it/s]
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Epoch 0: |          | 3381/? [22:52<00:00,  2.46it/s]
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Epoch 0: |          | 3388/? [22:54<00:00,  2.46it/s]
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Epoch 0: |          | 3389/? [22:55<00:00,  2.46it/s]
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Epoch 0: |          | 3391/? [22:55<00:00,  2.46it/s]
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Epoch 0: |          | 3392/? [22:56<00:00,  2.46it/s]
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Epoch 0: |          | 3398/? [22:58<00:00,  2.47it/s]
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Epoch 0: |          | 3399/? [22:58<00:00,  2.47it/s]
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Epoch 0: |          | 3400/? [22:59<00:00,  2.47it/s]
Epoch 0: |          | 3400/? [22:59<00:00,  2.47it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.64it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  7.92it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.74it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.90it/s]

Epoch 0: |          | 3400/? [22:59<00:00,  2.46it/s]
Epoch 0: |          | 3401/? [23:00<00:00,  2.46it/s]
Epoch 0: |          | 3401/? [23:00<00:00,  2.46it/s]
Epoch 0: |          | 3402/? [23:00<00:00,  2.46it/s]
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Epoch 0: |          | 3404/? [23:01<00:00,  2.46it/s]
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Epoch 0: |          | 3405/? [23:01<00:00,  2.46it/s]
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Epoch 0: |          | 3406/? [23:02<00:00,  2.46it/s]
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Epoch 0: |          | 3408/? [23:02<00:00,  2.46it/s]
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Epoch 0: |          | 3409/? [23:03<00:00,  2.46it/s]
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Epoch 0: |          | 3410/? [23:03<00:00,  2.46it/s]
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Epoch 0: |          | 3411/? [23:03<00:00,  2.46it/s]
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Epoch 0: |          | 3412/? [23:04<00:00,  2.46it/s]
Epoch 0: |          | 3412/? [23:04<00:00,  2.46it/s]
Epoch 0: |          | 3413/? [23:04<00:00,  2.46it/s]
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Epoch 0: |          | 3414/? [23:05<00:00,  2.46it/s]
Epoch 0: |          | 3414/? [23:05<00:00,  2.46it/s]
Epoch 0: |          | 3415/? [23:05<00:00,  2.46it/s]
Epoch 0: |          | 3415/? [23:05<00:00,  2.46it/s]
Epoch 0: |          | 3416/? [23:05<00:00,  2.46it/s]
Epoch 0: |          | 3416/? [23:05<00:00,  2.46it/s]
Epoch 0: |          | 3417/? [23:06<00:00,  2.46it/s]
Epoch 0: |          | 3417/? [23:06<00:00,  2.46it/s]
Epoch 0: |          | 3418/? [23:06<00:00,  2.46it/s]
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Epoch 0: |          | 3419/? [23:07<00:00,  2.46it/s]
Epoch 0: |          | 3419/? [23:07<00:00,  2.46it/s]
Epoch 0: |          | 3420/? [23:07<00:00,  2.47it/s]
Epoch 0: |          | 3420/? [23:07<00:00,  2.47it/s]
Epoch 0: |          | 3421/? [23:07<00:00,  2.47it/s]
Epoch 0: |          | 3421/? [23:07<00:00,  2.47it/s]
Epoch 0: |          | 3422/? [23:08<00:00,  2.47it/s]
Epoch 0: |          | 3422/? [23:08<00:00,  2.47it/s]
Epoch 0: |          | 3423/? [23:08<00:00,  2.47it/s]
Epoch 0: |          | 3423/? [23:08<00:00,  2.47it/s]
Epoch 0: |          | 3424/? [23:08<00:00,  2.47it/s]
Epoch 0: |          | 3424/? [23:08<00:00,  2.47it/s]
Epoch 0: |          | 3425/? [23:09<00:00,  2.47it/s]
Epoch 0: |          | 3425/? [23:09<00:00,  2.47it/s]
Epoch 0: |          | 3426/? [23:09<00:00,  2.47it/s]
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Epoch 0: |          | 3427/? [23:10<00:00,  2.47it/s]
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Epoch 0: |          | 3428/? [23:10<00:00,  2.47it/s]
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Epoch 0: |          | 3429/? [23:10<00:00,  2.47it/s]
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Epoch 0: |          | 3430/? [23:11<00:00,  2.47it/s]
Epoch 0: |          | 3430/? [23:11<00:00,  2.47it/s]
Epoch 0: |          | 3431/? [23:11<00:00,  2.47it/s]
Epoch 0: |          | 3431/? [23:11<00:00,  2.47it/s]
Epoch 0: |          | 3432/? [23:11<00:00,  2.47it/s]
Epoch 0: |          | 3432/? [23:11<00:00,  2.47it/s]
Epoch 0: |          | 3433/? [23:12<00:00,  2.47it/s]
Epoch 0: |          | 3433/? [23:12<00:00,  2.47it/s]
Epoch 0: |          | 3434/? [23:12<00:00,  2.47it/s]
Epoch 0: |          | 3434/? [23:12<00:00,  2.47it/s]
Epoch 0: |          | 3435/? [23:13<00:00,  2.47it/s]
Epoch 0: |          | 3435/? [23:13<00:00,  2.47it/s]
Epoch 0: |          | 3436/? [23:13<00:00,  2.47it/s]
Epoch 0: |          | 3436/? [23:13<00:00,  2.47it/s]
Epoch 0: |          | 3437/? [23:13<00:00,  2.47it/s]
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Epoch 0: |          | 3438/? [23:14<00:00,  2.47it/s]
Epoch 0: |          | 3438/? [23:14<00:00,  2.47it/s]
Epoch 0: |          | 3439/? [23:14<00:00,  2.47it/s]
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Epoch 0: |          | 3440/? [23:15<00:00,  2.47it/s]
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Epoch 0: |          | 3441/? [23:15<00:00,  2.47it/s]
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Epoch 0: |          | 3443/? [23:16<00:00,  2.47it/s]
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Epoch 0: |          | 3445/? [23:16<00:00,  2.47it/s]
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Epoch 0: |          | 3446/? [23:17<00:00,  2.47it/s]
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Epoch 0: |          | 3447/? [23:17<00:00,  2.47it/s]
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Epoch 0: |          | 3448/? [23:18<00:00,  2.47it/s]
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Epoch 0: |          | 3450/? [23:18<00:00,  2.47it/s]
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Epoch 0: |          | 3451/? [23:19<00:00,  2.47it/s]
Epoch 0: |          | 3451/? [23:19<00:00,  2.47it/s]
Epoch 0: |          | 3452/? [23:19<00:00,  2.47it/s]
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Epoch 0: |          | 3469/? [23:26<00:00,  2.47it/s]
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Epoch 0: |          | 3470/? [23:26<00:00,  2.47it/s]
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Epoch 0: |          | 3471/? [23:26<00:00,  2.47it/s]
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Epoch 0: |          | 3472/? [23:27<00:00,  2.47it/s]
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Epoch 0: |          | 3473/? [23:27<00:00,  2.47it/s]
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Epoch 0: |          | 3474/? [23:27<00:00,  2.47it/s]
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Epoch 0: |          | 3475/? [23:28<00:00,  2.47it/s]
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Epoch 0: |          | 3476/? [23:28<00:00,  2.47it/s]
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Epoch 0: |          | 3477/? [23:29<00:00,  2.47it/s]
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Epoch 0: |          | 3478/? [23:29<00:00,  2.47it/s]
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Epoch 0: |          | 3481/? [23:30<00:00,  2.47it/s]
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Epoch 0: |          | 3482/? [23:30<00:00,  2.47it/s]
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Epoch 0: |          | 3483/? [23:31<00:00,  2.47it/s]
Epoch 0: |          | 3483/? [23:31<00:00,  2.47it/s]
Epoch 0: |          | 3484/? [23:31<00:00,  2.47it/s]
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Epoch 0: |          | 3485/? [23:32<00:00,  2.47it/s]
Epoch 0: |          | 3485/? [23:32<00:00,  2.47it/s]
Epoch 0: |          | 3486/? [23:32<00:00,  2.47it/s]
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Epoch 0: |          | 3487/? [23:32<00:00,  2.47it/s]
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Epoch 0: |          | 3488/? [23:33<00:00,  2.47it/s]
Epoch 0: |          | 3488/? [23:33<00:00,  2.47it/s]
Epoch 0: |          | 3489/? [23:33<00:00,  2.47it/s]
Epoch 0: |          | 3489/? [23:33<00:00,  2.47it/s]
Epoch 0: |          | 3490/? [23:33<00:00,  2.47it/s]
Epoch 0: |          | 3490/? [23:33<00:00,  2.47it/s]
Epoch 0: |          | 3491/? [23:34<00:00,  2.47it/s]
Epoch 0: |          | 3491/? [23:34<00:00,  2.47it/s]
Epoch 0: |          | 3492/? [23:34<00:00,  2.47it/s]
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Epoch 0: |          | 3493/? [23:35<00:00,  2.47it/s]
Epoch 0: |          | 3493/? [23:35<00:00,  2.47it/s]
Epoch 0: |          | 3494/? [23:35<00:00,  2.47it/s]
Epoch 0: |          | 3494/? [23:35<00:00,  2.47it/s]
Epoch 0: |          | 3495/? [23:35<00:00,  2.47it/s]
Epoch 0: |          | 3495/? [23:35<00:00,  2.47it/s]
Epoch 0: |          | 3496/? [23:36<00:00,  2.47it/s]
Epoch 0: |          | 3496/? [23:36<00:00,  2.47it/s]
Epoch 0: |          | 3497/? [23:36<00:00,  2.47it/s]
Epoch 0: |          | 3497/? [23:36<00:00,  2.47it/s]
Epoch 0: |          | 3498/? [23:37<00:00,  2.47it/s]
Epoch 0: |          | 3498/? [23:37<00:00,  2.47it/s]
Epoch 0: |          | 3499/? [23:37<00:00,  2.47it/s]
Epoch 0: |          | 3499/? [23:37<00:00,  2.47it/s]
Epoch 0: |          | 3500/? [23:37<00:00,  2.47it/s]
Epoch 0: |          | 3500/? [23:37<00:00,  2.47it/s]
Epoch 0: |          | 3501/? [23:38<00:00,  2.47it/s]
Epoch 0: |          | 3501/? [23:38<00:00,  2.47it/s]
Epoch 0: |          | 3502/? [23:38<00:00,  2.47it/s]
Epoch 0: |          | 3502/? [23:38<00:00,  2.47it/s]
Epoch 0: |          | 3503/? [23:38<00:00,  2.47it/s]
Epoch 0: |          | 3503/? [23:38<00:00,  2.47it/s]
Epoch 0: |          | 3504/? [23:39<00:00,  2.47it/s]
Epoch 0: |          | 3504/? [23:39<00:00,  2.47it/s]
Epoch 0: |          | 3505/? [23:39<00:00,  2.47it/s]
Epoch 0: |          | 3505/? [23:39<00:00,  2.47it/s]
Epoch 0: |          | 3506/? [23:40<00:00,  2.47it/s]
Epoch 0: |          | 3506/? [23:40<00:00,  2.47it/s]
Epoch 0: |          | 3507/? [23:40<00:00,  2.47it/s]
Epoch 0: |          | 3507/? [23:40<00:00,  2.47it/s]
Epoch 0: |          | 3508/? [23:40<00:00,  2.47it/s]
Epoch 0: |          | 3508/? [23:40<00:00,  2.47it/s]
Epoch 0: |          | 3509/? [23:41<00:00,  2.47it/s]
Epoch 0: |          | 3509/? [23:41<00:00,  2.47it/s]
Epoch 0: |          | 3510/? [23:41<00:00,  2.47it/s]
Epoch 0: |          | 3510/? [23:41<00:00,  2.47it/s]
Epoch 0: |          | 3511/? [23:41<00:00,  2.47it/s]
Epoch 0: |          | 3511/? [23:41<00:00,  2.47it/s]
Epoch 0: |          | 3512/? [23:42<00:00,  2.47it/s]
Epoch 0: |          | 3512/? [23:42<00:00,  2.47it/s]
Epoch 0: |          | 3513/? [23:42<00:00,  2.47it/s]
Epoch 0: |          | 3513/? [23:42<00:00,  2.47it/s]
Epoch 0: |          | 3514/? [23:43<00:00,  2.47it/s]
Epoch 0: |          | 3514/? [23:43<00:00,  2.47it/s]
Epoch 0: |          | 3515/? [23:43<00:00,  2.47it/s]
Epoch 0: |          | 3515/? [23:43<00:00,  2.47it/s]
Epoch 0: |          | 3516/? [23:43<00:00,  2.47it/s]
Epoch 0: |          | 3516/? [23:43<00:00,  2.47it/s]
Epoch 0: |          | 3517/? [23:44<00:00,  2.47it/s]
Epoch 0: |          | 3517/? [23:44<00:00,  2.47it/s]
Epoch 0: |          | 3518/? [23:44<00:00,  2.47it/s]
Epoch 0: |          | 3518/? [23:44<00:00,  2.47it/s]
Epoch 0: |          | 3519/? [23:44<00:00,  2.47it/s]
Epoch 0: |          | 3519/? [23:44<00:00,  2.47it/s]
Epoch 0: |          | 3520/? [23:45<00:00,  2.47it/s]
Epoch 0: |          | 3520/? [23:45<00:00,  2.47it/s]
Epoch 0: |          | 3521/? [23:45<00:00,  2.47it/s]
Epoch 0: |          | 3521/? [23:45<00:00,  2.47it/s]
Epoch 0: |          | 3522/? [23:46<00:00,  2.47it/s]
Epoch 0: |          | 3522/? [23:46<00:00,  2.47it/s]
Epoch 0: |          | 3523/? [23:46<00:00,  2.47it/s]
Epoch 0: |          | 3523/? [23:46<00:00,  2.47it/s]
Epoch 0: |          | 3524/? [23:46<00:00,  2.47it/s]
Epoch 0: |          | 3524/? [23:46<00:00,  2.47it/s]
Epoch 0: |          | 3525/? [23:47<00:00,  2.47it/s]
Epoch 0: |          | 3525/? [23:47<00:00,  2.47it/s]
Epoch 0: |          | 3526/? [23:47<00:00,  2.47it/s]
Epoch 0: |          | 3526/? [23:47<00:00,  2.47it/s]
Epoch 0: |          | 3527/? [23:47<00:00,  2.47it/s]
Epoch 0: |          | 3527/? [23:47<00:00,  2.47it/s]
Epoch 0: |          | 3528/? [23:48<00:00,  2.47it/s]
Epoch 0: |          | 3528/? [23:48<00:00,  2.47it/s]
Epoch 0: |          | 3529/? [23:48<00:00,  2.47it/s]
Epoch 0: |          | 3529/? [23:48<00:00,  2.47it/s]
Epoch 0: |          | 3530/? [23:49<00:00,  2.47it/s]
Epoch 0: |          | 3530/? [23:49<00:00,  2.47it/s]
Epoch 0: |          | 3531/? [23:49<00:00,  2.47it/s]
Epoch 0: |          | 3531/? [23:49<00:00,  2.47it/s]
Epoch 0: |          | 3532/? [23:49<00:00,  2.47it/s]
Epoch 0: |          | 3532/? [23:49<00:00,  2.47it/s]
Epoch 0: |          | 3533/? [23:50<00:00,  2.47it/s]
Epoch 0: |          | 3533/? [23:50<00:00,  2.47it/s]
Epoch 0: |          | 3534/? [23:50<00:00,  2.47it/s]
Epoch 0: |          | 3534/? [23:50<00:00,  2.47it/s]
Epoch 0: |          | 3535/? [23:50<00:00,  2.47it/s]
Epoch 0: |          | 3535/? [23:50<00:00,  2.47it/s]
Epoch 0: |          | 3536/? [23:51<00:00,  2.47it/s]
Epoch 0: |          | 3536/? [23:51<00:00,  2.47it/s]
Epoch 0: |          | 3537/? [23:51<00:00,  2.47it/s]
Epoch 0: |          | 3537/? [23:51<00:00,  2.47it/s]
Epoch 0: |          | 3538/? [23:52<00:00,  2.47it/s]
Epoch 0: |          | 3538/? [23:52<00:00,  2.47it/s]
Epoch 0: |          | 3539/? [23:52<00:00,  2.47it/s]
Epoch 0: |          | 3539/? [23:52<00:00,  2.47it/s]
Epoch 0: |          | 3540/? [23:52<00:00,  2.47it/s]
Epoch 0: |          | 3540/? [23:52<00:00,  2.47it/s]
Epoch 0: |          | 3541/? [23:53<00:00,  2.47it/s]
Epoch 0: |          | 3541/? [23:53<00:00,  2.47it/s]
Epoch 0: |          | 3542/? [23:53<00:00,  2.47it/s]
Epoch 0: |          | 3542/? [23:53<00:00,  2.47it/s]
Epoch 0: |          | 3543/? [23:53<00:00,  2.47it/s]
Epoch 0: |          | 3543/? [23:53<00:00,  2.47it/s]
Epoch 0: |          | 3544/? [23:54<00:00,  2.47it/s]
Epoch 0: |          | 3544/? [23:54<00:00,  2.47it/s]
Epoch 0: |          | 3545/? [23:54<00:00,  2.47it/s]
Epoch 0: |          | 3545/? [23:54<00:00,  2.47it/s]
Epoch 0: |          | 3546/? [23:55<00:00,  2.47it/s]
Epoch 0: |          | 3546/? [23:55<00:00,  2.47it/s]
Epoch 0: |          | 3547/? [23:55<00:00,  2.47it/s]
Epoch 0: |          | 3547/? [23:55<00:00,  2.47it/s]
Epoch 0: |          | 3548/? [23:55<00:00,  2.47it/s]
Epoch 0: |          | 3548/? [23:55<00:00,  2.47it/s]
Epoch 0: |          | 3549/? [23:56<00:00,  2.47it/s]
Epoch 0: |          | 3549/? [23:56<00:00,  2.47it/s]
Epoch 0: |          | 3550/? [23:56<00:00,  2.47it/s]
Epoch 0: |          | 3550/? [23:56<00:00,  2.47it/s]
Epoch 0: |          | 3551/? [23:56<00:00,  2.47it/s]
Epoch 0: |          | 3551/? [23:56<00:00,  2.47it/s]
Epoch 0: |          | 3552/? [23:57<00:00,  2.47it/s]
Epoch 0: |          | 3552/? [23:57<00:00,  2.47it/s]
Epoch 0: |          | 3553/? [23:57<00:00,  2.47it/s]
Epoch 0: |          | 3553/? [23:57<00:00,  2.47it/s]
Epoch 0: |          | 3554/? [23:58<00:00,  2.47it/s]
Epoch 0: |          | 3554/? [23:58<00:00,  2.47it/s]
Epoch 0: |          | 3555/? [23:58<00:00,  2.47it/s]
Epoch 0: |          | 3555/? [23:58<00:00,  2.47it/s]
Epoch 0: |          | 3556/? [23:58<00:00,  2.47it/s]
Epoch 0: |          | 3556/? [23:58<00:00,  2.47it/s]
Epoch 0: |          | 3557/? [23:59<00:00,  2.47it/s]
Epoch 0: |          | 3557/? [23:59<00:00,  2.47it/s]
Epoch 0: |          | 3558/? [23:59<00:00,  2.47it/s]
Epoch 0: |          | 3558/? [23:59<00:00,  2.47it/s]
Epoch 0: |          | 3559/? [24:00<00:00,  2.47it/s]
Epoch 0: |          | 3559/? [24:00<00:00,  2.47it/s]
Epoch 0: |          | 3560/? [24:00<00:00,  2.47it/s]
Epoch 0: |          | 3560/? [24:00<00:00,  2.47it/s]
Epoch 0: |          | 3561/? [24:00<00:00,  2.47it/s]
Epoch 0: |          | 3561/? [24:00<00:00,  2.47it/s]
Epoch 0: |          | 3562/? [24:01<00:00,  2.47it/s]
Epoch 0: |          | 3562/? [24:01<00:00,  2.47it/s]
Epoch 0: |          | 3563/? [24:01<00:00,  2.47it/s]
Epoch 0: |          | 3563/? [24:01<00:00,  2.47it/s]
Epoch 0: |          | 3564/? [24:01<00:00,  2.47it/s]
Epoch 0: |          | 3564/? [24:01<00:00,  2.47it/s]
Epoch 0: |          | 3565/? [24:02<00:00,  2.47it/s]
Epoch 0: |          | 3565/? [24:02<00:00,  2.47it/s]
Epoch 0: |          | 3566/? [24:02<00:00,  2.47it/s]
Epoch 0: |          | 3566/? [24:02<00:00,  2.47it/s]
Epoch 0: |          | 3567/? [24:03<00:00,  2.47it/s]
Epoch 0: |          | 3567/? [24:03<00:00,  2.47it/s]
Epoch 0: |          | 3568/? [24:03<00:00,  2.47it/s]
Epoch 0: |          | 3568/? [24:03<00:00,  2.47it/s]
Epoch 0: |          | 3569/? [24:03<00:00,  2.47it/s]
Epoch 0: |          | 3569/? [24:03<00:00,  2.47it/s]
Epoch 0: |          | 3570/? [24:04<00:00,  2.47it/s]
Epoch 0: |          | 3570/? [24:04<00:00,  2.47it/s]
Epoch 0: |          | 3571/? [24:04<00:00,  2.47it/s]
Epoch 0: |          | 3571/? [24:04<00:00,  2.47it/s]
Epoch 0: |          | 3572/? [24:04<00:00,  2.47it/s]
Epoch 0: |          | 3572/? [24:04<00:00,  2.47it/s]
Epoch 0: |          | 3573/? [24:05<00:00,  2.47it/s]
Epoch 0: |          | 3573/? [24:05<00:00,  2.47it/s]
Epoch 0: |          | 3574/? [24:05<00:00,  2.47it/s]
Epoch 0: |          | 3574/? [24:05<00:00,  2.47it/s]
Epoch 0: |          | 3575/? [24:06<00:00,  2.47it/s]
Epoch 0: |          | 3575/? [24:06<00:00,  2.47it/s]
Epoch 0: |          | 3576/? [24:06<00:00,  2.47it/s]
Epoch 0: |          | 3576/? [24:06<00:00,  2.47it/s]
Epoch 0: |          | 3577/? [24:06<00:00,  2.47it/s]
Epoch 0: |          | 3577/? [24:06<00:00,  2.47it/s]
Epoch 0: |          | 3578/? [24:07<00:00,  2.47it/s]
Epoch 0: |          | 3578/? [24:07<00:00,  2.47it/s]
Epoch 0: |          | 3579/? [24:07<00:00,  2.47it/s]
Epoch 0: |          | 3579/? [24:07<00:00,  2.47it/s]
Epoch 0: |          | 3580/? [24:07<00:00,  2.47it/s]
Epoch 0: |          | 3580/? [24:07<00:00,  2.47it/s]
Epoch 0: |          | 3581/? [24:08<00:00,  2.47it/s]
Epoch 0: |          | 3581/? [24:08<00:00,  2.47it/s]
Epoch 0: |          | 3582/? [24:08<00:00,  2.47it/s]
Epoch 0: |          | 3582/? [24:08<00:00,  2.47it/s]
Epoch 0: |          | 3583/? [24:09<00:00,  2.47it/s]
Epoch 0: |          | 3583/? [24:09<00:00,  2.47it/s]
Epoch 0: |          | 3584/? [24:09<00:00,  2.47it/s]
Epoch 0: |          | 3584/? [24:09<00:00,  2.47it/s]
Epoch 0: |          | 3585/? [24:09<00:00,  2.47it/s]
Epoch 0: |          | 3585/? [24:09<00:00,  2.47it/s]
Epoch 0: |          | 3586/? [24:10<00:00,  2.47it/s]
Epoch 0: |          | 3586/? [24:10<00:00,  2.47it/s]
Epoch 0: |          | 3587/? [24:10<00:00,  2.47it/s]
Epoch 0: |          | 3587/? [24:10<00:00,  2.47it/s]
Epoch 0: |          | 3588/? [24:10<00:00,  2.47it/s]
Epoch 0: |          | 3588/? [24:10<00:00,  2.47it/s]
Epoch 0: |          | 3589/? [24:11<00:00,  2.47it/s]
Epoch 0: |          | 3589/? [24:11<00:00,  2.47it/s]
Epoch 0: |          | 3590/? [24:11<00:00,  2.47it/s]
Epoch 0: |          | 3590/? [24:11<00:00,  2.47it/s]
Epoch 0: |          | 3591/? [24:12<00:00,  2.47it/s]
Epoch 0: |          | 3591/? [24:12<00:00,  2.47it/s]
Epoch 0: |          | 3592/? [24:12<00:00,  2.47it/s]
Epoch 0: |          | 3592/? [24:12<00:00,  2.47it/s]
Epoch 0: |          | 3593/? [24:12<00:00,  2.47it/s]
Epoch 0: |          | 3593/? [24:12<00:00,  2.47it/s]
Epoch 0: |          | 3594/? [24:13<00:00,  2.47it/s]
Epoch 0: |          | 3594/? [24:13<00:00,  2.47it/s]
Epoch 0: |          | 3595/? [24:13<00:00,  2.47it/s]
Epoch 0: |          | 3595/? [24:13<00:00,  2.47it/s]
Epoch 0: |          | 3596/? [24:13<00:00,  2.47it/s]
Epoch 0: |          | 3596/? [24:13<00:00,  2.47it/s]
Epoch 0: |          | 3597/? [24:14<00:00,  2.47it/s]
Epoch 0: |          | 3597/? [24:14<00:00,  2.47it/s]
Epoch 0: |          | 3598/? [24:14<00:00,  2.47it/s]
Epoch 0: |          | 3598/? [24:14<00:00,  2.47it/s]
Epoch 0: |          | 3599/? [24:15<00:00,  2.47it/s]
Epoch 0: |          | 3599/? [24:15<00:00,  2.47it/s]
Epoch 0: |          | 3600/? [24:15<00:00,  2.47it/s]
Epoch 0: |          | 3600/? [24:15<00:00,  2.47it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.85it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.16it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.11it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.19it/s]

Epoch 0: |          | 3600/? [24:15<00:00,  2.47it/s]
Epoch 0: |          | 3601/? [24:16<00:00,  2.47it/s]
Epoch 0: |          | 3601/? [24:16<00:00,  2.47it/s]
Epoch 0: |          | 3602/? [24:16<00:00,  2.47it/s]
Epoch 0: |          | 3602/? [24:16<00:00,  2.47it/s]
Epoch 0: |          | 3603/? [24:17<00:00,  2.47it/s]
Epoch 0: |          | 3603/? [24:17<00:00,  2.47it/s]
Epoch 0: |          | 3604/? [24:17<00:00,  2.47it/s]
Epoch 0: |          | 3604/? [24:17<00:00,  2.47it/s]
Epoch 0: |          | 3605/? [24:17<00:00,  2.47it/s]
Epoch 0: |          | 3605/? [24:17<00:00,  2.47it/s]
Epoch 0: |          | 3606/? [24:18<00:00,  2.47it/s]
Epoch 0: |          | 3606/? [24:18<00:00,  2.47it/s]
Epoch 0: |          | 3607/? [24:18<00:00,  2.47it/s]
Epoch 0: |          | 3607/? [24:18<00:00,  2.47it/s]
Epoch 0: |          | 3608/? [24:19<00:00,  2.47it/s]
Epoch 0: |          | 3608/? [24:19<00:00,  2.47it/s]
Epoch 0: |          | 3609/? [24:19<00:00,  2.47it/s]
Epoch 0: |          | 3609/? [24:19<00:00,  2.47it/s]
Epoch 0: |          | 3610/? [24:19<00:00,  2.47it/s]
Epoch 0: |          | 3610/? [24:19<00:00,  2.47it/s]
Epoch 0: |          | 3611/? [24:20<00:00,  2.47it/s]
Epoch 0: |          | 3611/? [24:20<00:00,  2.47it/s]
Epoch 0: |          | 3612/? [24:20<00:00,  2.47it/s]
Epoch 0: |          | 3612/? [24:20<00:00,  2.47it/s]
Epoch 0: |          | 3613/? [24:20<00:00,  2.47it/s]
Epoch 0: |          | 3613/? [24:20<00:00,  2.47it/s]
Epoch 0: |          | 3614/? [24:21<00:00,  2.47it/s]
Epoch 0: |          | 3614/? [24:21<00:00,  2.47it/s]
Epoch 0: |          | 3615/? [24:21<00:00,  2.47it/s]
Epoch 0: |          | 3615/? [24:21<00:00,  2.47it/s]
Epoch 0: |          | 3616/? [24:22<00:00,  2.47it/s]
Epoch 0: |          | 3616/? [24:22<00:00,  2.47it/s]
Epoch 0: |          | 3617/? [24:22<00:00,  2.47it/s]
Epoch 0: |          | 3617/? [24:22<00:00,  2.47it/s]
Epoch 0: |          | 3618/? [24:22<00:00,  2.47it/s]
Epoch 0: |          | 3618/? [24:22<00:00,  2.47it/s]
Epoch 0: |          | 3619/? [24:23<00:00,  2.47it/s]
Epoch 0: |          | 3619/? [24:23<00:00,  2.47it/s]
Epoch 0: |          | 3620/? [24:23<00:00,  2.47it/s]
Epoch 0: |          | 3620/? [24:23<00:00,  2.47it/s]
Epoch 0: |          | 3621/? [24:23<00:00,  2.47it/s]
Epoch 0: |          | 3621/? [24:23<00:00,  2.47it/s]
Epoch 0: |          | 3622/? [24:24<00:00,  2.47it/s]
Epoch 0: |          | 3622/? [24:24<00:00,  2.47it/s]
Epoch 0: |          | 3623/? [24:24<00:00,  2.47it/s]
Epoch 0: |          | 3623/? [24:24<00:00,  2.47it/s]
Epoch 0: |          | 3624/? [24:25<00:00,  2.47it/s]
Epoch 0: |          | 3624/? [24:25<00:00,  2.47it/s]
Epoch 0: |          | 3625/? [24:25<00:00,  2.47it/s]
Epoch 0: |          | 3625/? [24:25<00:00,  2.47it/s]
Epoch 0: |          | 3626/? [24:25<00:00,  2.47it/s]
Epoch 0: |          | 3626/? [24:25<00:00,  2.47it/s]
Epoch 0: |          | 3627/? [24:26<00:00,  2.47it/s]
Epoch 0: |          | 3627/? [24:26<00:00,  2.47it/s]
Epoch 0: |          | 3628/? [24:26<00:00,  2.47it/s]
Epoch 0: |          | 3628/? [24:26<00:00,  2.47it/s]
Epoch 0: |          | 3629/? [24:26<00:00,  2.47it/s]
Epoch 0: |          | 3629/? [24:26<00:00,  2.47it/s]
Epoch 0: |          | 3630/? [24:27<00:00,  2.47it/s]
Epoch 0: |          | 3630/? [24:27<00:00,  2.47it/s]
Epoch 0: |          | 3631/? [24:27<00:00,  2.47it/s]
Epoch 0: |          | 3631/? [24:27<00:00,  2.47it/s]
Epoch 0: |          | 3632/? [24:28<00:00,  2.47it/s]
Epoch 0: |          | 3632/? [24:28<00:00,  2.47it/s]
Epoch 0: |          | 3633/? [24:28<00:00,  2.47it/s]
Epoch 0: |          | 3633/? [24:28<00:00,  2.47it/s]
Epoch 0: |          | 3634/? [24:28<00:00,  2.47it/s]
Epoch 0: |          | 3634/? [24:28<00:00,  2.47it/s]
Epoch 0: |          | 3635/? [24:29<00:00,  2.47it/s]
Epoch 0: |          | 3635/? [24:29<00:00,  2.47it/s]
Epoch 0: |          | 3636/? [24:29<00:00,  2.47it/s]
Epoch 0: |          | 3636/? [24:29<00:00,  2.47it/s]
Epoch 0: |          | 3637/? [24:29<00:00,  2.47it/s]
Epoch 0: |          | 3637/? [24:29<00:00,  2.47it/s]
Epoch 0: |          | 3638/? [24:30<00:00,  2.47it/s]
Epoch 0: |          | 3638/? [24:30<00:00,  2.47it/s]
Epoch 0: |          | 3639/? [24:30<00:00,  2.47it/s]
Epoch 0: |          | 3639/? [24:30<00:00,  2.47it/s]
Epoch 0: |          | 3640/? [24:31<00:00,  2.47it/s]
Epoch 0: |          | 3640/? [24:31<00:00,  2.47it/s]
Epoch 0: |          | 3641/? [24:31<00:00,  2.47it/s]
Epoch 0: |          | 3641/? [24:31<00:00,  2.47it/s]
Epoch 0: |          | 3642/? [24:31<00:00,  2.47it/s]
Epoch 0: |          | 3642/? [24:31<00:00,  2.47it/s]
Epoch 0: |          | 3643/? [24:32<00:00,  2.47it/s]
Epoch 0: |          | 3643/? [24:32<00:00,  2.47it/s]
Epoch 0: |          | 3644/? [24:32<00:00,  2.47it/s]
Epoch 0: |          | 3644/? [24:32<00:00,  2.47it/s]
Epoch 0: |          | 3645/? [24:33<00:00,  2.47it/s]
Epoch 0: |          | 3645/? [24:33<00:00,  2.47it/s]
Epoch 0: |          | 3646/? [24:33<00:00,  2.47it/s]
Epoch 0: |          | 3646/? [24:33<00:00,  2.47it/s]
Epoch 0: |          | 3647/? [24:33<00:00,  2.47it/s]
Epoch 0: |          | 3647/? [24:33<00:00,  2.47it/s]
Epoch 0: |          | 3648/? [24:34<00:00,  2.47it/s]
Epoch 0: |          | 3648/? [24:34<00:00,  2.47it/s]
Epoch 0: |          | 3649/? [24:34<00:00,  2.47it/s]
Epoch 0: |          | 3649/? [24:34<00:00,  2.47it/s]
Epoch 0: |          | 3650/? [24:34<00:00,  2.47it/s]
Epoch 0: |          | 3650/? [24:34<00:00,  2.47it/s]
Epoch 0: |          | 3651/? [24:35<00:00,  2.47it/s]
Epoch 0: |          | 3651/? [24:35<00:00,  2.47it/s]
Epoch 0: |          | 3652/? [24:35<00:00,  2.47it/s]
Epoch 0: |          | 3652/? [24:35<00:00,  2.47it/s]
Epoch 0: |          | 3653/? [24:36<00:00,  2.47it/s]
Epoch 0: |          | 3653/? [24:36<00:00,  2.47it/s]
Epoch 0: |          | 3654/? [24:36<00:00,  2.47it/s]
Epoch 0: |          | 3654/? [24:36<00:00,  2.47it/s]
Epoch 0: |          | 3655/? [24:36<00:00,  2.47it/s]
Epoch 0: |          | 3655/? [24:36<00:00,  2.47it/s]
Epoch 0: |          | 3656/? [24:37<00:00,  2.47it/s]
Epoch 0: |          | 3656/? [24:37<00:00,  2.47it/s]
Epoch 0: |          | 3657/? [24:37<00:00,  2.48it/s]
Epoch 0: |          | 3657/? [24:37<00:00,  2.48it/s]
Epoch 0: |          | 3658/? [24:37<00:00,  2.48it/s]
Epoch 0: |          | 3658/? [24:37<00:00,  2.48it/s]
Epoch 0: |          | 3659/? [24:38<00:00,  2.48it/s]
Epoch 0: |          | 3659/? [24:38<00:00,  2.48it/s]
Epoch 0: |          | 3660/? [24:38<00:00,  2.48it/s]
Epoch 0: |          | 3660/? [24:38<00:00,  2.48it/s]
Epoch 0: |          | 3661/? [24:39<00:00,  2.48it/s]
Epoch 0: |          | 3661/? [24:39<00:00,  2.48it/s]
Epoch 0: |          | 3662/? [24:39<00:00,  2.48it/s]
Epoch 0: |          | 3662/? [24:39<00:00,  2.48it/s]
Epoch 0: |          | 3663/? [24:39<00:00,  2.48it/s]
Epoch 0: |          | 3663/? [24:39<00:00,  2.48it/s]
Epoch 0: |          | 3664/? [24:40<00:00,  2.48it/s]
Epoch 0: |          | 3664/? [24:40<00:00,  2.48it/s]
Epoch 0: |          | 3665/? [24:40<00:00,  2.48it/s]
Epoch 0: |          | 3665/? [24:40<00:00,  2.48it/s]
Epoch 0: |          | 3666/? [24:40<00:00,  2.48it/s]
Epoch 0: |          | 3666/? [24:40<00:00,  2.48it/s]
Epoch 0: |          | 3667/? [24:41<00:00,  2.48it/s]
Epoch 0: |          | 3667/? [24:41<00:00,  2.48it/s]
Epoch 0: |          | 3668/? [24:41<00:00,  2.48it/s]
Epoch 0: |          | 3668/? [24:41<00:00,  2.48it/s]
Epoch 0: |          | 3669/? [24:42<00:00,  2.48it/s]
Epoch 0: |          | 3669/? [24:42<00:00,  2.48it/s]
Epoch 0: |          | 3670/? [24:42<00:00,  2.48it/s]
Epoch 0: |          | 3670/? [24:42<00:00,  2.48it/s]
Epoch 0: |          | 3671/? [24:42<00:00,  2.48it/s]
Epoch 0: |          | 3671/? [24:42<00:00,  2.48it/s]
Epoch 0: |          | 3672/? [24:43<00:00,  2.48it/s]
Epoch 0: |          | 3672/? [24:43<00:00,  2.48it/s]
Epoch 0: |          | 3673/? [24:43<00:00,  2.48it/s]
Epoch 0: |          | 3673/? [24:43<00:00,  2.48it/s]
Epoch 0: |          | 3674/? [24:44<00:00,  2.48it/s]
Epoch 0: |          | 3674/? [24:44<00:00,  2.48it/s]
Epoch 0: |          | 3675/? [24:44<00:00,  2.48it/s]
Epoch 0: |          | 3675/? [24:44<00:00,  2.48it/s]
Epoch 0: |          | 3676/? [24:44<00:00,  2.48it/s]
Epoch 0: |          | 3676/? [24:44<00:00,  2.48it/s]
Epoch 0: |          | 3677/? [24:45<00:00,  2.48it/s]
Epoch 0: |          | 3677/? [24:45<00:00,  2.48it/s]
Epoch 0: |          | 3678/? [24:45<00:00,  2.48it/s]
Epoch 0: |          | 3678/? [24:45<00:00,  2.48it/s]
Epoch 0: |          | 3679/? [24:45<00:00,  2.48it/s]
Epoch 0: |          | 3679/? [24:45<00:00,  2.48it/s]
Epoch 0: |          | 3680/? [24:46<00:00,  2.48it/s]
Epoch 0: |          | 3680/? [24:46<00:00,  2.48it/s]
Epoch 0: |          | 3681/? [24:46<00:00,  2.48it/s]
Epoch 0: |          | 3681/? [24:46<00:00,  2.48it/s]
Epoch 0: |          | 3682/? [24:47<00:00,  2.48it/s]
Epoch 0: |          | 3682/? [24:47<00:00,  2.48it/s]
Epoch 0: |          | 3683/? [24:47<00:00,  2.48it/s]
Epoch 0: |          | 3683/? [24:47<00:00,  2.48it/s]
Epoch 0: |          | 3684/? [24:47<00:00,  2.48it/s]
Epoch 0: |          | 3684/? [24:47<00:00,  2.48it/s]
Epoch 0: |          | 3685/? [24:48<00:00,  2.48it/s]
Epoch 0: |          | 3685/? [24:48<00:00,  2.48it/s]
Epoch 0: |          | 3686/? [24:48<00:00,  2.48it/s]
Epoch 0: |          | 3686/? [24:48<00:00,  2.48it/s]
Epoch 0: |          | 3687/? [24:48<00:00,  2.48it/s]
Epoch 0: |          | 3687/? [24:48<00:00,  2.48it/s]
Epoch 0: |          | 3688/? [24:49<00:00,  2.48it/s]
Epoch 0: |          | 3688/? [24:49<00:00,  2.48it/s]
Epoch 0: |          | 3689/? [24:49<00:00,  2.48it/s]
Epoch 0: |          | 3689/? [24:49<00:00,  2.48it/s]
Epoch 0: |          | 3690/? [24:50<00:00,  2.48it/s]
Epoch 0: |          | 3690/? [24:50<00:00,  2.48it/s]
Epoch 0: |          | 3691/? [24:50<00:00,  2.48it/s]
Epoch 0: |          | 3691/? [24:50<00:00,  2.48it/s]
Epoch 0: |          | 3692/? [24:50<00:00,  2.48it/s]
Epoch 0: |          | 3692/? [24:50<00:00,  2.48it/s]
Epoch 0: |          | 3693/? [24:51<00:00,  2.48it/s]
Epoch 0: |          | 3693/? [24:51<00:00,  2.48it/s]
Epoch 0: |          | 3694/? [24:51<00:00,  2.48it/s]
Epoch 0: |          | 3694/? [24:51<00:00,  2.48it/s]
Epoch 0: |          | 3695/? [24:51<00:00,  2.48it/s]
Epoch 0: |          | 3695/? [24:51<00:00,  2.48it/s]
Epoch 0: |          | 3696/? [24:52<00:00,  2.48it/s]
Epoch 0: |          | 3696/? [24:52<00:00,  2.48it/s]
Epoch 0: |          | 3697/? [24:52<00:00,  2.48it/s]
Epoch 0: |          | 3697/? [24:52<00:00,  2.48it/s]
Epoch 0: |          | 3698/? [24:53<00:00,  2.48it/s]
Epoch 0: |          | 3698/? [24:53<00:00,  2.48it/s]
Epoch 0: |          | 3699/? [24:53<00:00,  2.48it/s]
Epoch 0: |          | 3699/? [24:53<00:00,  2.48it/s]
Epoch 0: |          | 3700/? [24:53<00:00,  2.48it/s]
Epoch 0: |          | 3700/? [24:53<00:00,  2.48it/s]
Epoch 0: |          | 3701/? [24:54<00:00,  2.48it/s]
Epoch 0: |          | 3701/? [24:54<00:00,  2.48it/s]
Epoch 0: |          | 3702/? [24:54<00:00,  2.48it/s]
Epoch 0: |          | 3702/? [24:54<00:00,  2.48it/s]
Epoch 0: |          | 3703/? [24:54<00:00,  2.48it/s]
Epoch 0: |          | 3703/? [24:54<00:00,  2.48it/s]
Epoch 0: |          | 3704/? [24:55<00:00,  2.48it/s]
Epoch 0: |          | 3704/? [24:55<00:00,  2.48it/s]
Epoch 0: |          | 3705/? [24:55<00:00,  2.48it/s]
Epoch 0: |          | 3705/? [24:55<00:00,  2.48it/s]
Epoch 0: |          | 3706/? [24:56<00:00,  2.48it/s]
Epoch 0: |          | 3706/? [24:56<00:00,  2.48it/s]
Epoch 0: |          | 3707/? [24:56<00:00,  2.48it/s]
Epoch 0: |          | 3707/? [24:56<00:00,  2.48it/s]
Epoch 0: |          | 3708/? [24:56<00:00,  2.48it/s]
Epoch 0: |          | 3708/? [24:56<00:00,  2.48it/s]
Epoch 0: |          | 3709/? [24:57<00:00,  2.48it/s]
Epoch 0: |          | 3709/? [24:57<00:00,  2.48it/s]
Epoch 0: |          | 3710/? [24:57<00:00,  2.48it/s]
Epoch 0: |          | 3710/? [24:57<00:00,  2.48it/s]
Epoch 0: |          | 3711/? [24:57<00:00,  2.48it/s]
Epoch 0: |          | 3711/? [24:57<00:00,  2.48it/s]
Epoch 0: |          | 3712/? [24:58<00:00,  2.48it/s]
Epoch 0: |          | 3712/? [24:58<00:00,  2.48it/s]
Epoch 0: |          | 3713/? [24:58<00:00,  2.48it/s]
Epoch 0: |          | 3713/? [24:58<00:00,  2.48it/s]
Epoch 0: |          | 3714/? [24:59<00:00,  2.48it/s]
Epoch 0: |          | 3714/? [24:59<00:00,  2.48it/s]
Epoch 0: |          | 3715/? [24:59<00:00,  2.48it/s]
Epoch 0: |          | 3715/? [24:59<00:00,  2.48it/s]
Epoch 0: |          | 3716/? [24:59<00:00,  2.48it/s]
Epoch 0: |          | 3716/? [24:59<00:00,  2.48it/s]
Epoch 0: |          | 3717/? [25:00<00:00,  2.48it/s]
Epoch 0: |          | 3717/? [25:00<00:00,  2.48it/s]
Epoch 0: |          | 3718/? [25:00<00:00,  2.48it/s]
Epoch 0: |          | 3718/? [25:00<00:00,  2.48it/s]
Epoch 0: |          | 3719/? [25:00<00:00,  2.48it/s]
Epoch 0: |          | 3719/? [25:00<00:00,  2.48it/s]
Epoch 0: |          | 3720/? [25:01<00:00,  2.48it/s]
Epoch 0: |          | 3720/? [25:01<00:00,  2.48it/s]
Epoch 0: |          | 3721/? [25:01<00:00,  2.48it/s]
Epoch 0: |          | 3721/? [25:01<00:00,  2.48it/s]
Epoch 0: |          | 3722/? [25:02<00:00,  2.48it/s]
Epoch 0: |          | 3722/? [25:02<00:00,  2.48it/s]
Epoch 0: |          | 3723/? [25:02<00:00,  2.48it/s]
Epoch 0: |          | 3723/? [25:02<00:00,  2.48it/s]
Epoch 0: |          | 3724/? [25:02<00:00,  2.48it/s]
Epoch 0: |          | 3724/? [25:02<00:00,  2.48it/s]
Epoch 0: |          | 3725/? [25:03<00:00,  2.48it/s]
Epoch 0: |          | 3725/? [25:03<00:00,  2.48it/s]
Epoch 0: |          | 3726/? [25:03<00:00,  2.48it/s]
Epoch 0: |          | 3726/? [25:03<00:00,  2.48it/s]
Epoch 0: |          | 3727/? [25:04<00:00,  2.48it/s]
Epoch 0: |          | 3727/? [25:04<00:00,  2.48it/s]
Epoch 0: |          | 3728/? [25:04<00:00,  2.48it/s]
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Epoch 0: |          | 3729/? [25:04<00:00,  2.48it/s]
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Epoch 0: |          | 3730/? [25:05<00:00,  2.48it/s]
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Epoch 0: |          | 3731/? [25:05<00:00,  2.48it/s]
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Epoch 0: |          | 3732/? [25:05<00:00,  2.48it/s]
Epoch 0: |          | 3732/? [25:05<00:00,  2.48it/s]
Epoch 0: |          | 3733/? [25:06<00:00,  2.48it/s]
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Epoch 0: |          | 3734/? [25:06<00:00,  2.48it/s]
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Epoch 0: |          | 3735/? [25:07<00:00,  2.48it/s]
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Epoch 0: |          | 3736/? [25:07<00:00,  2.48it/s]
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Epoch 0: |          | 3737/? [25:07<00:00,  2.48it/s]
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Epoch 0: |          | 3738/? [25:08<00:00,  2.48it/s]
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Epoch 0: |          | 3739/? [25:08<00:00,  2.48it/s]
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Epoch 0: |          | 3740/? [25:08<00:00,  2.48it/s]
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Epoch 0: |          | 3741/? [25:09<00:00,  2.48it/s]
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Epoch 0: |          | 3742/? [25:09<00:00,  2.48it/s]
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Epoch 0: |          | 3743/? [25:10<00:00,  2.48it/s]
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Epoch 0: |          | 3746/? [25:11<00:00,  2.48it/s]
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Epoch 0: |          | 3747/? [25:11<00:00,  2.48it/s]
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Epoch 0: |          | 3748/? [25:11<00:00,  2.48it/s]
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Epoch 0: |          | 3749/? [25:12<00:00,  2.48it/s]
Epoch 0: |          | 3749/? [25:12<00:00,  2.48it/s]
Epoch 0: |          | 3750/? [25:12<00:00,  2.48it/s]
Epoch 0: |          | 3750/? [25:12<00:00,  2.48it/s]
Epoch 0: |          | 3751/? [25:13<00:00,  2.48it/s]
Epoch 0: |          | 3751/? [25:13<00:00,  2.48it/s]
Epoch 0: |          | 3752/? [25:13<00:00,  2.48it/s]
Epoch 0: |          | 3752/? [25:13<00:00,  2.48it/s]
Epoch 0: |          | 3753/? [25:13<00:00,  2.48it/s]
Epoch 0: |          | 3753/? [25:13<00:00,  2.48it/s]
Epoch 0: |          | 3754/? [25:14<00:00,  2.48it/s]
Epoch 0: |          | 3754/? [25:14<00:00,  2.48it/s]
Epoch 0: |          | 3755/? [25:14<00:00,  2.48it/s]
Epoch 0: |          | 3755/? [25:14<00:00,  2.48it/s]
Epoch 0: |          | 3756/? [25:15<00:00,  2.48it/s]
Epoch 0: |          | 3756/? [25:15<00:00,  2.48it/s]
Epoch 0: |          | 3757/? [25:15<00:00,  2.48it/s]
Epoch 0: |          | 3757/? [25:15<00:00,  2.48it/s]
Epoch 0: |          | 3758/? [25:15<00:00,  2.48it/s]
Epoch 0: |          | 3758/? [25:15<00:00,  2.48it/s]
Epoch 0: |          | 3759/? [25:16<00:00,  2.48it/s]
Epoch 0: |          | 3759/? [25:16<00:00,  2.48it/s]
Epoch 0: |          | 3760/? [25:16<00:00,  2.48it/s]
Epoch 0: |          | 3760/? [25:16<00:00,  2.48it/s]
Epoch 0: |          | 3761/? [25:16<00:00,  2.48it/s]
Epoch 0: |          | 3761/? [25:16<00:00,  2.48it/s]
Epoch 0: |          | 3762/? [25:17<00:00,  2.48it/s]
Epoch 0: |          | 3762/? [25:17<00:00,  2.48it/s]
Epoch 0: |          | 3763/? [25:17<00:00,  2.48it/s]
Epoch 0: |          | 3763/? [25:17<00:00,  2.48it/s]
Epoch 0: |          | 3764/? [25:18<00:00,  2.48it/s]
Epoch 0: |          | 3764/? [25:18<00:00,  2.48it/s]
Epoch 0: |          | 3765/? [25:18<00:00,  2.48it/s]
Epoch 0: |          | 3765/? [25:18<00:00,  2.48it/s]
Epoch 0: |          | 3766/? [25:18<00:00,  2.48it/s]
Epoch 0: |          | 3766/? [25:18<00:00,  2.48it/s]
Epoch 0: |          | 3767/? [25:19<00:00,  2.48it/s]
Epoch 0: |          | 3767/? [25:19<00:00,  2.48it/s]
Epoch 0: |          | 3768/? [25:19<00:00,  2.48it/s]
Epoch 0: |          | 3768/? [25:19<00:00,  2.48it/s]
Epoch 0: |          | 3769/? [25:19<00:00,  2.48it/s]
Epoch 0: |          | 3769/? [25:19<00:00,  2.48it/s]
Epoch 0: |          | 3770/? [25:20<00:00,  2.48it/s]
Epoch 0: |          | 3770/? [25:20<00:00,  2.48it/s]
Epoch 0: |          | 3771/? [25:20<00:00,  2.48it/s]
Epoch 0: |          | 3771/? [25:20<00:00,  2.48it/s]
Epoch 0: |          | 3772/? [25:21<00:00,  2.48it/s]
Epoch 0: |          | 3772/? [25:21<00:00,  2.48it/s]
Epoch 0: |          | 3773/? [25:21<00:00,  2.48it/s]
Epoch 0: |          | 3773/? [25:21<00:00,  2.48it/s]
Epoch 0: |          | 3774/? [25:21<00:00,  2.48it/s]
Epoch 0: |          | 3774/? [25:21<00:00,  2.48it/s]
Epoch 0: |          | 3775/? [25:22<00:00,  2.48it/s]
Epoch 0: |          | 3775/? [25:22<00:00,  2.48it/s]
Epoch 0: |          | 3776/? [25:22<00:00,  2.48it/s]
Epoch 0: |          | 3776/? [25:22<00:00,  2.48it/s]
Epoch 0: |          | 3777/? [25:22<00:00,  2.48it/s]
Epoch 0: |          | 3777/? [25:22<00:00,  2.48it/s]
Epoch 0: |          | 3778/? [25:23<00:00,  2.48it/s]
Epoch 0: |          | 3778/? [25:23<00:00,  2.48it/s]
Epoch 0: |          | 3779/? [25:23<00:00,  2.48it/s]
Epoch 0: |          | 3779/? [25:23<00:00,  2.48it/s]
Epoch 0: |          | 3780/? [25:24<00:00,  2.48it/s]
Epoch 0: |          | 3780/? [25:24<00:00,  2.48it/s]
Epoch 0: |          | 3781/? [25:24<00:00,  2.48it/s]
Epoch 0: |          | 3781/? [25:24<00:00,  2.48it/s]
Epoch 0: |          | 3782/? [25:24<00:00,  2.48it/s]
Epoch 0: |          | 3782/? [25:24<00:00,  2.48it/s]
Epoch 0: |          | 3783/? [25:25<00:00,  2.48it/s]
Epoch 0: |          | 3783/? [25:25<00:00,  2.48it/s]
Epoch 0: |          | 3784/? [25:25<00:00,  2.48it/s]
Epoch 0: |          | 3784/? [25:25<00:00,  2.48it/s]
Epoch 0: |          | 3785/? [25:25<00:00,  2.48it/s]
Epoch 0: |          | 3785/? [25:25<00:00,  2.48it/s]
Epoch 0: |          | 3786/? [25:26<00:00,  2.48it/s]
Epoch 0: |          | 3786/? [25:26<00:00,  2.48it/s]
Epoch 0: |          | 3787/? [25:26<00:00,  2.48it/s]
Epoch 0: |          | 3787/? [25:26<00:00,  2.48it/s]
Epoch 0: |          | 3788/? [25:27<00:00,  2.48it/s]
Epoch 0: |          | 3788/? [25:27<00:00,  2.48it/s]
Epoch 0: |          | 3789/? [25:27<00:00,  2.48it/s]
Epoch 0: |          | 3789/? [25:27<00:00,  2.48it/s]
Epoch 0: |          | 3790/? [25:27<00:00,  2.48it/s]
Epoch 0: |          | 3790/? [25:27<00:00,  2.48it/s]
Epoch 0: |          | 3791/? [25:28<00:00,  2.48it/s]
Epoch 0: |          | 3791/? [25:28<00:00,  2.48it/s]
Epoch 0: |          | 3792/? [25:28<00:00,  2.48it/s]
Epoch 0: |          | 3792/? [25:28<00:00,  2.48it/s]
Epoch 0: |          | 3793/? [25:29<00:00,  2.48it/s]
Epoch 0: |          | 3793/? [25:29<00:00,  2.48it/s]
Epoch 0: |          | 3794/? [25:29<00:00,  2.48it/s]
Epoch 0: |          | 3794/? [25:29<00:00,  2.48it/s]
Epoch 0: |          | 3795/? [25:29<00:00,  2.48it/s]
Epoch 0: |          | 3795/? [25:29<00:00,  2.48it/s]
Epoch 0: |          | 3796/? [25:30<00:00,  2.48it/s]
Epoch 0: |          | 3796/? [25:30<00:00,  2.48it/s]
Epoch 0: |          | 3797/? [25:30<00:00,  2.48it/s]
Epoch 0: |          | 3797/? [25:30<00:00,  2.48it/s]
Epoch 0: |          | 3798/? [25:30<00:00,  2.48it/s]
Epoch 0: |          | 3798/? [25:30<00:00,  2.48it/s]
Epoch 0: |          | 3799/? [25:31<00:00,  2.48it/s]
Epoch 0: |          | 3799/? [25:31<00:00,  2.48it/s]
Epoch 0: |          | 3800/? [25:31<00:00,  2.48it/s]
Epoch 0: |          | 3800/? [25:31<00:00,  2.48it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.93it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.16it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.02it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.14it/s]

Epoch 0: |          | 3800/? [25:32<00:00,  2.48it/s]
Epoch 0: |          | 3801/? [25:32<00:00,  2.48it/s]
Epoch 0: |          | 3801/? [25:32<00:00,  2.48it/s]
Epoch 0: |          | 3802/? [25:32<00:00,  2.48it/s]
Epoch 0: |          | 3802/? [25:32<00:00,  2.48it/s]
Epoch 0: |          | 3803/? [25:33<00:00,  2.48it/s]
Epoch 0: |          | 3803/? [25:33<00:00,  2.48it/s]
Epoch 0: |          | 3804/? [25:33<00:00,  2.48it/s]
Epoch 0: |          | 3804/? [25:33<00:00,  2.48it/s]
Epoch 0: |          | 3805/? [25:34<00:00,  2.48it/s]
Epoch 0: |          | 3805/? [25:34<00:00,  2.48it/s]
Epoch 0: |          | 3806/? [25:34<00:00,  2.48it/s]
Epoch 0: |          | 3806/? [25:34<00:00,  2.48it/s]
Epoch 0: |          | 3807/? [25:34<00:00,  2.48it/s]
Epoch 0: |          | 3807/? [25:34<00:00,  2.48it/s]
Epoch 0: |          | 3808/? [25:35<00:00,  2.48it/s]
Epoch 0: |          | 3808/? [25:35<00:00,  2.48it/s]
Epoch 0: |          | 3809/? [25:35<00:00,  2.48it/s]
Epoch 0: |          | 3809/? [25:35<00:00,  2.48it/s]
Epoch 0: |          | 3810/? [25:35<00:00,  2.48it/s]
Epoch 0: |          | 3810/? [25:35<00:00,  2.48it/s]
Epoch 0: |          | 3811/? [25:36<00:00,  2.48it/s]
Epoch 0: |          | 3811/? [25:36<00:00,  2.48it/s]
Epoch 0: |          | 3812/? [25:36<00:00,  2.48it/s]
Epoch 0: |          | 3812/? [25:36<00:00,  2.48it/s]
Epoch 0: |          | 3813/? [25:37<00:00,  2.48it/s]
Epoch 0: |          | 3813/? [25:37<00:00,  2.48it/s]
Epoch 0: |          | 3814/? [25:37<00:00,  2.48it/s]
Epoch 0: |          | 3814/? [25:37<00:00,  2.48it/s]
Epoch 0: |          | 3815/? [25:37<00:00,  2.48it/s]
Epoch 0: |          | 3815/? [25:37<00:00,  2.48it/s]
Epoch 0: |          | 3816/? [25:38<00:00,  2.48it/s]
Epoch 0: |          | 3816/? [25:38<00:00,  2.48it/s]
Epoch 0: |          | 3817/? [25:38<00:00,  2.48it/s]
Epoch 0: |          | 3817/? [25:38<00:00,  2.48it/s]
Epoch 0: |          | 3818/? [25:38<00:00,  2.48it/s]
Epoch 0: |          | 3818/? [25:38<00:00,  2.48it/s]
Epoch 0: |          | 3819/? [25:39<00:00,  2.48it/s]
Epoch 0: |          | 3819/? [25:39<00:00,  2.48it/s]
Epoch 0: |          | 3820/? [25:39<00:00,  2.48it/s]
Epoch 0: |          | 3820/? [25:39<00:00,  2.48it/s]
Epoch 0: |          | 3821/? [25:40<00:00,  2.48it/s]
Epoch 0: |          | 3821/? [25:40<00:00,  2.48it/s]
Epoch 0: |          | 3822/? [25:40<00:00,  2.48it/s]
Epoch 0: |          | 3822/? [25:40<00:00,  2.48it/s]
Epoch 0: |          | 3823/? [25:40<00:00,  2.48it/s]
Epoch 0: |          | 3823/? [25:40<00:00,  2.48it/s]
Epoch 0: |          | 3824/? [25:41<00:00,  2.48it/s]
Epoch 0: |          | 3824/? [25:41<00:00,  2.48it/s]
Epoch 0: |          | 3825/? [25:41<00:00,  2.48it/s]
Epoch 0: |          | 3825/? [25:41<00:00,  2.48it/s]
Epoch 0: |          | 3826/? [25:41<00:00,  2.48it/s]
Epoch 0: |          | 3826/? [25:41<00:00,  2.48it/s]
Epoch 0: |          | 3827/? [25:42<00:00,  2.48it/s]
Epoch 0: |          | 3827/? [25:42<00:00,  2.48it/s]
Epoch 0: |          | 3828/? [25:42<00:00,  2.48it/s]
Epoch 0: |          | 3828/? [25:42<00:00,  2.48it/s]
Epoch 0: |          | 3829/? [25:43<00:00,  2.48it/s]
Epoch 0: |          | 3829/? [25:43<00:00,  2.48it/s]
Epoch 0: |          | 3830/? [25:43<00:00,  2.48it/s]
Epoch 0: |          | 3830/? [25:43<00:00,  2.48it/s]
Epoch 0: |          | 3831/? [25:43<00:00,  2.48it/s]
Epoch 0: |          | 3831/? [25:43<00:00,  2.48it/s]
Epoch 0: |          | 3832/? [25:44<00:00,  2.48it/s]
Epoch 0: |          | 3832/? [25:44<00:00,  2.48it/s]
Epoch 0: |          | 3833/? [25:44<00:00,  2.48it/s]
Epoch 0: |          | 3833/? [25:44<00:00,  2.48it/s]
Epoch 0: |          | 3834/? [25:45<00:00,  2.48it/s]
Epoch 0: |          | 3834/? [25:45<00:00,  2.48it/s]
Epoch 0: |          | 3835/? [25:45<00:00,  2.48it/s]
Epoch 0: |          | 3835/? [25:45<00:00,  2.48it/s]
Epoch 0: |          | 3836/? [25:45<00:00,  2.48it/s]
Epoch 0: |          | 3836/? [25:45<00:00,  2.48it/s]
Epoch 0: |          | 3837/? [25:46<00:00,  2.48it/s]
Epoch 0: |          | 3837/? [25:46<00:00,  2.48it/s]
Epoch 0: |          | 3838/? [25:46<00:00,  2.48it/s]
Epoch 0: |          | 3838/? [25:46<00:00,  2.48it/s]
Epoch 0: |          | 3839/? [25:46<00:00,  2.48it/s]
Epoch 0: |          | 3839/? [25:46<00:00,  2.48it/s]
Epoch 0: |          | 3840/? [25:47<00:00,  2.48it/s]
Epoch 0: |          | 3840/? [25:47<00:00,  2.48it/s]
Epoch 0: |          | 3841/? [25:47<00:00,  2.48it/s]
Epoch 0: |          | 3841/? [25:47<00:00,  2.48it/s]
Epoch 0: |          | 3842/? [25:48<00:00,  2.48it/s]
Epoch 0: |          | 3842/? [25:48<00:00,  2.48it/s]
Epoch 0: |          | 3843/? [25:48<00:00,  2.48it/s]
Epoch 0: |          | 3843/? [25:48<00:00,  2.48it/s]
Epoch 0: |          | 3844/? [25:48<00:00,  2.48it/s]
Epoch 0: |          | 3844/? [25:48<00:00,  2.48it/s]
Epoch 0: |          | 3845/? [25:49<00:00,  2.48it/s]
Epoch 0: |          | 3845/? [25:49<00:00,  2.48it/s]
Epoch 0: |          | 3846/? [25:49<00:00,  2.48it/s]
Epoch 0: |          | 3846/? [25:49<00:00,  2.48it/s]
Epoch 0: |          | 3847/? [25:49<00:00,  2.48it/s]
Epoch 0: |          | 3847/? [25:49<00:00,  2.48it/s]
Epoch 0: |          | 3848/? [25:50<00:00,  2.48it/s]
Epoch 0: |          | 3848/? [25:50<00:00,  2.48it/s]
Epoch 0: |          | 3849/? [25:50<00:00,  2.48it/s]
Epoch 0: |          | 3849/? [25:50<00:00,  2.48it/s]
Epoch 0: |          | 3850/? [25:51<00:00,  2.48it/s]
Epoch 0: |          | 3850/? [25:51<00:00,  2.48it/s]
Epoch 0: |          | 3851/? [25:51<00:00,  2.48it/s]
Epoch 0: |          | 3851/? [25:51<00:00,  2.48it/s]
Epoch 0: |          | 3852/? [25:51<00:00,  2.48it/s]
Epoch 0: |          | 3852/? [25:51<00:00,  2.48it/s]
Epoch 0: |          | 3853/? [25:52<00:00,  2.48it/s]
Epoch 0: |          | 3853/? [25:52<00:00,  2.48it/s]
Epoch 0: |          | 3854/? [25:52<00:00,  2.48it/s]
Epoch 0: |          | 3854/? [25:52<00:00,  2.48it/s]
Epoch 0: |          | 3855/? [25:52<00:00,  2.48it/s]
Epoch 0: |          | 3855/? [25:52<00:00,  2.48it/s]
Epoch 0: |          | 3856/? [25:53<00:00,  2.48it/s]
Epoch 0: |          | 3856/? [25:53<00:00,  2.48it/s]
Epoch 0: |          | 3857/? [25:53<00:00,  2.48it/s]
Epoch 0: |          | 3857/? [25:53<00:00,  2.48it/s]
Epoch 0: |          | 3858/? [25:54<00:00,  2.48it/s]
Epoch 0: |          | 3858/? [25:54<00:00,  2.48it/s]
Epoch 0: |          | 3859/? [25:54<00:00,  2.48it/s]
Epoch 0: |          | 3859/? [25:54<00:00,  2.48it/s]
Epoch 0: |          | 3860/? [25:54<00:00,  2.48it/s]
Epoch 0: |          | 3860/? [25:54<00:00,  2.48it/s]
Epoch 0: |          | 3861/? [25:55<00:00,  2.48it/s]
Epoch 0: |          | 3861/? [25:55<00:00,  2.48it/s]
Epoch 0: |          | 3862/? [25:55<00:00,  2.48it/s]
Epoch 0: |          | 3862/? [25:55<00:00,  2.48it/s]
Epoch 0: |          | 3863/? [25:55<00:00,  2.48it/s]
Epoch 0: |          | 3863/? [25:55<00:00,  2.48it/s]
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Epoch 0: |          | 3893/? [26:07<00:00,  2.48it/s]
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Epoch 0: |          | 3894/? [26:07<00:00,  2.48it/s]
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Epoch 0: |          | 3903/? [26:11<00:00,  2.48it/s]
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Epoch 0: |          | 3906/? [26:12<00:00,  2.48it/s]
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Epoch 0: |          | 3909/? [26:13<00:00,  2.48it/s]
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Epoch 0: |          | 3910/? [26:13<00:00,  2.48it/s]
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Epoch 0: |          | 3911/? [26:14<00:00,  2.48it/s]
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Epoch 0: |          | 3912/? [26:14<00:00,  2.48it/s]
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Epoch 0: |          | 3913/? [26:14<00:00,  2.48it/s]
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Epoch 0: |          | 3914/? [26:15<00:00,  2.48it/s]
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Epoch 0: |          | 3915/? [26:15<00:00,  2.48it/s]
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Epoch 0: |          | 3916/? [26:15<00:00,  2.48it/s]
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Epoch 0: |          | 3918/? [26:16<00:00,  2.48it/s]
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Epoch 0: |          | 3919/? [26:17<00:00,  2.49it/s]
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Epoch 0: |          | 3920/? [26:17<00:00,  2.49it/s]
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Epoch 0: |          | 3921/? [26:17<00:00,  2.49it/s]
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Epoch 0: |          | 3922/? [26:18<00:00,  2.49it/s]
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Epoch 0: |          | 3923/? [26:18<00:00,  2.49it/s]
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Epoch 0: |          | 3924/? [26:18<00:00,  2.49it/s]
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Epoch 0: |          | 3925/? [26:19<00:00,  2.49it/s]
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Epoch 0: |          | 3926/? [26:19<00:00,  2.49it/s]
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Epoch 0: |          | 3928/? [26:20<00:00,  2.49it/s]
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Epoch 0: |          | 3929/? [26:20<00:00,  2.49it/s]
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Epoch 0: |          | 3931/? [26:21<00:00,  2.49it/s]
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Epoch 0: |          | 3932/? [26:21<00:00,  2.49it/s]
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Epoch 0: |          | 3933/? [26:22<00:00,  2.49it/s]
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Epoch 0: |          | 3934/? [26:22<00:00,  2.49it/s]
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Epoch 0: |          | 3935/? [26:23<00:00,  2.49it/s]
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Epoch 0: |          | 3937/? [26:23<00:00,  2.49it/s]
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Epoch 0: |          | 3938/? [26:24<00:00,  2.49it/s]
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Epoch 0: |          | 3940/? [26:24<00:00,  2.49it/s]
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Epoch 0: |          | 3941/? [26:25<00:00,  2.49it/s]
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Epoch 0: |          | 3943/? [26:26<00:00,  2.49it/s]
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Epoch 0: |          | 3946/? [26:27<00:00,  2.49it/s]
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Epoch 0: |          | 3949/? [26:28<00:00,  2.49it/s]
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Epoch 0: |          | 3951/? [26:29<00:00,  2.49it/s]
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Epoch 0: |          | 3952/? [26:29<00:00,  2.49it/s]
Epoch 0: |          | 3952/? [26:29<00:00,  2.49it/s]
Epoch 0: |          | 3953/? [26:29<00:00,  2.49it/s]
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Epoch 0: |          | 3954/? [26:30<00:00,  2.49it/s]
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Epoch 0: |          | 3955/? [26:30<00:00,  2.49it/s]
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Epoch 0: |          | 3956/? [26:31<00:00,  2.49it/s]
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Epoch 0: |          | 3957/? [26:31<00:00,  2.49it/s]
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Epoch 0: |          | 3958/? [26:31<00:00,  2.49it/s]
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Epoch 0: |          | 3959/? [26:32<00:00,  2.49it/s]
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Epoch 0: |          | 3960/? [26:32<00:00,  2.49it/s]
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Epoch 0: |          | 3961/? [26:32<00:00,  2.49it/s]
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Epoch 0: |          | 3962/? [26:33<00:00,  2.49it/s]
Epoch 0: |          | 3962/? [26:33<00:00,  2.49it/s]
Epoch 0: |          | 3963/? [26:33<00:00,  2.49it/s]
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Epoch 0: |          | 3964/? [26:34<00:00,  2.49it/s]
Epoch 0: |          | 3964/? [26:34<00:00,  2.49it/s]
Epoch 0: |          | 3965/? [26:34<00:00,  2.49it/s]
Epoch 0: |          | 3965/? [26:34<00:00,  2.49it/s]
Epoch 0: |          | 3966/? [26:34<00:00,  2.49it/s]
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Epoch 0: |          | 3967/? [26:35<00:00,  2.49it/s]
Epoch 0: |          | 3967/? [26:35<00:00,  2.49it/s]
Epoch 0: |          | 3968/? [26:35<00:00,  2.49it/s]
Epoch 0: |          | 3968/? [26:35<00:00,  2.49it/s]
Epoch 0: |          | 3969/? [26:35<00:00,  2.49it/s]
Epoch 0: |          | 3969/? [26:35<00:00,  2.49it/s]
Epoch 0: |          | 3970/? [26:36<00:00,  2.49it/s]
Epoch 0: |          | 3970/? [26:36<00:00,  2.49it/s]
Epoch 0: |          | 3971/? [26:36<00:00,  2.49it/s]
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Epoch 0: |          | 3972/? [26:37<00:00,  2.49it/s]
Epoch 0: |          | 3972/? [26:37<00:00,  2.49it/s]
Epoch 0: |          | 3973/? [26:37<00:00,  2.49it/s]
Epoch 0: |          | 3973/? [26:37<00:00,  2.49it/s]
Epoch 0: |          | 3974/? [26:37<00:00,  2.49it/s]
Epoch 0: |          | 3974/? [26:37<00:00,  2.49it/s]
Epoch 0: |          | 3975/? [26:38<00:00,  2.49it/s]
Epoch 0: |          | 3975/? [26:38<00:00,  2.49it/s]
Epoch 0: |          | 3976/? [26:38<00:00,  2.49it/s]
Epoch 0: |          | 3976/? [26:38<00:00,  2.49it/s]
Epoch 0: |          | 3977/? [26:38<00:00,  2.49it/s]
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Epoch 0: |          | 3978/? [26:39<00:00,  2.49it/s]
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Epoch 0: |          | 3979/? [26:39<00:00,  2.49it/s]
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Epoch 0: |          | 3980/? [26:40<00:00,  2.49it/s]
Epoch 0: |          | 3980/? [26:40<00:00,  2.49it/s]
Epoch 0: |          | 3981/? [26:40<00:00,  2.49it/s]
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Epoch 0: |          | 3982/? [26:40<00:00,  2.49it/s]
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Epoch 0: |          | 3983/? [26:41<00:00,  2.49it/s]
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Epoch 0: |          | 3984/? [26:41<00:00,  2.49it/s]
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Epoch 0: |          | 3987/? [26:42<00:00,  2.49it/s]
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Epoch 0: |          | 3988/? [26:43<00:00,  2.49it/s]
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Epoch 0: |          | 3991/? [26:44<00:00,  2.49it/s]
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Epoch 0: |          | 3992/? [26:44<00:00,  2.49it/s]
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Epoch 0: |          | 4000/? [26:47<00:00,  2.49it/s]
Epoch 0: |          | 4000/? [26:47<00:00,  2.49it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  8.12it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.29it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.30it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.31it/s]

Epoch 0: |          | 4000/? [26:48<00:00,  2.49it/s]
Epoch 0: |          | 4001/? [26:48<00:00,  2.49it/s]
Epoch 0: |          | 4001/? [26:48<00:00,  2.49it/s]
Epoch 0: |          | 4002/? [26:48<00:00,  2.49it/s]
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Epoch 0: |          | 4005/? [26:50<00:00,  2.49it/s]
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Epoch 0: |          | 4006/? [26:50<00:00,  2.49it/s]
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Epoch 0: |          | 4008/? [26:51<00:00,  2.49it/s]
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Epoch 0: |          | 4009/? [26:51<00:00,  2.49it/s]
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Epoch 0: |          | 4010/? [26:51<00:00,  2.49it/s]
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Epoch 0: |          | 4011/? [26:52<00:00,  2.49it/s]
Epoch 0: |          | 4011/? [26:52<00:00,  2.49it/s]
Epoch 0: |          | 4012/? [26:52<00:00,  2.49it/s]
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Epoch 0: |          | 4013/? [26:53<00:00,  2.49it/s]
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Epoch 0: |          | 4016/? [26:54<00:00,  2.49it/s]
Epoch 0: |          | 4016/? [26:54<00:00,  2.49it/s]
Epoch 0: |          | 4017/? [26:54<00:00,  2.49it/s]
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Epoch 0: |          | 4018/? [26:54<00:00,  2.49it/s]
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Epoch 0: |          | 4019/? [26:55<00:00,  2.49it/s]
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Epoch 0: |          | 4020/? [26:55<00:00,  2.49it/s]
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Epoch 0: |          | 4021/? [26:56<00:00,  2.49it/s]
Epoch 0: |          | 4021/? [26:56<00:00,  2.49it/s]
Epoch 0: |          | 4022/? [26:56<00:00,  2.49it/s]
Epoch 0: |          | 4022/? [26:56<00:00,  2.49it/s]
Epoch 0: |          | 4023/? [26:56<00:00,  2.49it/s]
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Epoch 0: |          | 4024/? [26:57<00:00,  2.49it/s]
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Epoch 0: |          | 4025/? [26:57<00:00,  2.49it/s]
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Epoch 0: |          | 4026/? [26:57<00:00,  2.49it/s]
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Epoch 0: |          | 4027/? [26:58<00:00,  2.49it/s]
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Epoch 0: |          | 4028/? [26:58<00:00,  2.49it/s]
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Epoch 0: |          | 4029/? [26:59<00:00,  2.49it/s]
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Epoch 0: |          | 4030/? [26:59<00:00,  2.49it/s]
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Epoch 0: |          | 4031/? [26:59<00:00,  2.49it/s]
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Epoch 0: |          | 4032/? [27:00<00:00,  2.49it/s]
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Epoch 0: |          | 4033/? [27:00<00:00,  2.49it/s]
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Epoch 0: |          | 4034/? [27:00<00:00,  2.49it/s]
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Epoch 0: |          | 4035/? [27:01<00:00,  2.49it/s]
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Epoch 0: |          | 4036/? [27:01<00:00,  2.49it/s]
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Epoch 0: |          | 4037/? [27:02<00:00,  2.49it/s]
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Epoch 0: |          | 4038/? [27:02<00:00,  2.49it/s]
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Epoch 0: |          | 4039/? [27:02<00:00,  2.49it/s]
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Epoch 0: |          | 4040/? [27:03<00:00,  2.49it/s]
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Epoch 0: |          | 4041/? [27:03<00:00,  2.49it/s]
Epoch 0: |          | 4041/? [27:03<00:00,  2.49it/s]
Epoch 0: |          | 4042/? [27:03<00:00,  2.49it/s]
Epoch 0: |          | 4042/? [27:03<00:00,  2.49it/s]
Epoch 0: |          | 4043/? [27:04<00:00,  2.49it/s]
Epoch 0: |          | 4043/? [27:04<00:00,  2.49it/s]
Epoch 0: |          | 4044/? [27:04<00:00,  2.49it/s]
Epoch 0: |          | 4044/? [27:04<00:00,  2.49it/s]
Epoch 0: |          | 4045/? [27:05<00:00,  2.49it/s]
Epoch 0: |          | 4045/? [27:05<00:00,  2.49it/s]
Epoch 0: |          | 4046/? [27:05<00:00,  2.49it/s]
Epoch 0: |          | 4046/? [27:05<00:00,  2.49it/s]
Epoch 0: |          | 4047/? [27:05<00:00,  2.49it/s]
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Epoch 0: |          | 4048/? [27:06<00:00,  2.49it/s]
Epoch 0: |          | 4048/? [27:06<00:00,  2.49it/s]
Epoch 0: |          | 4049/? [27:06<00:00,  2.49it/s]
Epoch 0: |          | 4049/? [27:06<00:00,  2.49it/s]
Epoch 0: |          | 4050/? [27:06<00:00,  2.49it/s]
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Epoch 0: |          | 4051/? [27:07<00:00,  2.49it/s]
Epoch 0: |          | 4051/? [27:07<00:00,  2.49it/s]
Epoch 0: |          | 4052/? [27:07<00:00,  2.49it/s]
Epoch 0: |          | 4052/? [27:07<00:00,  2.49it/s]
Epoch 0: |          | 4053/? [27:08<00:00,  2.49it/s]
Epoch 0: |          | 4053/? [27:08<00:00,  2.49it/s]
Epoch 0: |          | 4054/? [27:08<00:00,  2.49it/s]
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Epoch 0: |          | 4055/? [27:08<00:00,  2.49it/s]
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Epoch 0: |          | 4056/? [27:09<00:00,  2.49it/s]
Epoch 0: |          | 4056/? [27:09<00:00,  2.49it/s]
Epoch 0: |          | 4057/? [27:09<00:00,  2.49it/s]
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Epoch 0: |          | 4058/? [27:09<00:00,  2.49it/s]
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Epoch 0: |          | 4059/? [27:10<00:00,  2.49it/s]
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Epoch 0: |          | 4060/? [27:10<00:00,  2.49it/s]
Epoch 0: |          | 4060/? [27:10<00:00,  2.49it/s]
Epoch 0: |          | 4061/? [27:11<00:00,  2.49it/s]
Epoch 0: |          | 4061/? [27:11<00:00,  2.49it/s]
Epoch 0: |          | 4062/? [27:11<00:00,  2.49it/s]
Epoch 0: |          | 4062/? [27:11<00:00,  2.49it/s]
Epoch 0: |          | 4063/? [27:11<00:00,  2.49it/s]
Epoch 0: |          | 4063/? [27:11<00:00,  2.49it/s]
Epoch 0: |          | 4064/? [27:12<00:00,  2.49it/s]
Epoch 0: |          | 4064/? [27:12<00:00,  2.49it/s]
Epoch 0: |          | 4065/? [27:12<00:00,  2.49it/s]
Epoch 0: |          | 4065/? [27:12<00:00,  2.49it/s]
Epoch 0: |          | 4066/? [27:12<00:00,  2.49it/s]
Epoch 0: |          | 4066/? [27:12<00:00,  2.49it/s]
Epoch 0: |          | 4067/? [27:13<00:00,  2.49it/s]
Epoch 0: |          | 4067/? [27:13<00:00,  2.49it/s]
Epoch 0: |          | 4068/? [27:13<00:00,  2.49it/s]
Epoch 0: |          | 4068/? [27:13<00:00,  2.49it/s]
Epoch 0: |          | 4069/? [27:14<00:00,  2.49it/s]
Epoch 0: |          | 4069/? [27:14<00:00,  2.49it/s]
Epoch 0: |          | 4070/? [27:14<00:00,  2.49it/s]
Epoch 0: |          | 4070/? [27:14<00:00,  2.49it/s]
Epoch 0: |          | 4071/? [27:14<00:00,  2.49it/s]
Epoch 0: |          | 4071/? [27:14<00:00,  2.49it/s]
Epoch 0: |          | 4072/? [27:15<00:00,  2.49it/s]
Epoch 0: |          | 4072/? [27:15<00:00,  2.49it/s]
Epoch 0: |          | 4073/? [27:15<00:00,  2.49it/s]
Epoch 0: |          | 4073/? [27:15<00:00,  2.49it/s]
Epoch 0: |          | 4074/? [27:15<00:00,  2.49it/s]
Epoch 0: |          | 4074/? [27:15<00:00,  2.49it/s]
Epoch 0: |          | 4075/? [27:16<00:00,  2.49it/s]
Epoch 0: |          | 4075/? [27:16<00:00,  2.49it/s]
Epoch 0: |          | 4076/? [27:16<00:00,  2.49it/s]
Epoch 0: |          | 4076/? [27:16<00:00,  2.49it/s]
Epoch 0: |          | 4077/? [27:17<00:00,  2.49it/s]
Epoch 0: |          | 4077/? [27:17<00:00,  2.49it/s]
Epoch 0: |          | 4078/? [27:17<00:00,  2.49it/s]
Epoch 0: |          | 4078/? [27:17<00:00,  2.49it/s]
Epoch 0: |          | 4079/? [27:17<00:00,  2.49it/s]
Epoch 0: |          | 4079/? [27:17<00:00,  2.49it/s]
Epoch 0: |          | 4080/? [27:18<00:00,  2.49it/s]
Epoch 0: |          | 4080/? [27:18<00:00,  2.49it/s]
Epoch 0: |          | 4081/? [27:18<00:00,  2.49it/s]
Epoch 0: |          | 4081/? [27:18<00:00,  2.49it/s]
Epoch 0: |          | 4082/? [27:19<00:00,  2.49it/s]
Epoch 0: |          | 4082/? [27:19<00:00,  2.49it/s]
Epoch 0: |          | 4083/? [27:19<00:00,  2.49it/s]
Epoch 0: |          | 4083/? [27:19<00:00,  2.49it/s]
Epoch 0: |          | 4084/? [27:19<00:00,  2.49it/s]
Epoch 0: |          | 4084/? [27:19<00:00,  2.49it/s]
Epoch 0: |          | 4085/? [27:20<00:00,  2.49it/s]
Epoch 0: |          | 4085/? [27:20<00:00,  2.49it/s]
Epoch 0: |          | 4086/? [27:20<00:00,  2.49it/s]
Epoch 0: |          | 4086/? [27:20<00:00,  2.49it/s]
Epoch 0: |          | 4087/? [27:20<00:00,  2.49it/s]
Epoch 0: |          | 4087/? [27:20<00:00,  2.49it/s]
Epoch 0: |          | 4088/? [27:21<00:00,  2.49it/s]
Epoch 0: |          | 4088/? [27:21<00:00,  2.49it/s]
Epoch 0: |          | 4089/? [27:21<00:00,  2.49it/s]
Epoch 0: |          | 4089/? [27:21<00:00,  2.49it/s]
Epoch 0: |          | 4090/? [27:22<00:00,  2.49it/s]
Epoch 0: |          | 4090/? [27:22<00:00,  2.49it/s]
Epoch 0: |          | 4091/? [27:22<00:00,  2.49it/s]
Epoch 0: |          | 4091/? [27:22<00:00,  2.49it/s]
Epoch 0: |          | 4092/? [27:22<00:00,  2.49it/s]
Epoch 0: |          | 4092/? [27:22<00:00,  2.49it/s]
Epoch 0: |          | 4093/? [27:23<00:00,  2.49it/s]
Epoch 0: |          | 4093/? [27:23<00:00,  2.49it/s]
Epoch 0: |          | 4094/? [27:23<00:00,  2.49it/s]
Epoch 0: |          | 4094/? [27:23<00:00,  2.49it/s]
Epoch 0: |          | 4095/? [27:23<00:00,  2.49it/s]
Epoch 0: |          | 4095/? [27:23<00:00,  2.49it/s]
Epoch 0: |          | 4096/? [27:24<00:00,  2.49it/s]
Epoch 0: |          | 4096/? [27:24<00:00,  2.49it/s]
Epoch 0: |          | 4097/? [27:24<00:00,  2.49it/s]
Epoch 0: |          | 4097/? [27:24<00:00,  2.49it/s]
Epoch 0: |          | 4098/? [27:25<00:00,  2.49it/s]
Epoch 0: |          | 4098/? [27:25<00:00,  2.49it/s]
Epoch 0: |          | 4099/? [27:25<00:00,  2.49it/s]
Epoch 0: |          | 4099/? [27:25<00:00,  2.49it/s]
Epoch 0: |          | 4100/? [27:25<00:00,  2.49it/s]
Epoch 0: |          | 4100/? [27:25<00:00,  2.49it/s]
Epoch 0: |          | 4101/? [27:26<00:00,  2.49it/s]
Epoch 0: |          | 4101/? [27:26<00:00,  2.49it/s]
Epoch 0: |          | 4102/? [27:26<00:00,  2.49it/s]
Epoch 0: |          | 4102/? [27:26<00:00,  2.49it/s]
Epoch 0: |          | 4103/? [27:26<00:00,  2.49it/s]
Epoch 0: |          | 4103/? [27:26<00:00,  2.49it/s]
Epoch 0: |          | 4104/? [27:27<00:00,  2.49it/s]
Epoch 0: |          | 4104/? [27:27<00:00,  2.49it/s]
Epoch 0: |          | 4105/? [27:27<00:00,  2.49it/s]
Epoch 0: |          | 4105/? [27:27<00:00,  2.49it/s]
Epoch 0: |          | 4106/? [27:28<00:00,  2.49it/s]
Epoch 0: |          | 4106/? [27:28<00:00,  2.49it/s]
Epoch 0: |          | 4107/? [27:28<00:00,  2.49it/s]
Epoch 0: |          | 4107/? [27:28<00:00,  2.49it/s]
Epoch 0: |          | 4108/? [27:28<00:00,  2.49it/s]
Epoch 0: |          | 4108/? [27:28<00:00,  2.49it/s]
Epoch 0: |          | 4109/? [27:29<00:00,  2.49it/s]
Epoch 0: |          | 4109/? [27:29<00:00,  2.49it/s]
Epoch 0: |          | 4110/? [27:29<00:00,  2.49it/s]
Epoch 0: |          | 4110/? [27:29<00:00,  2.49it/s]
Epoch 0: |          | 4111/? [27:29<00:00,  2.49it/s]
Epoch 0: |          | 4111/? [27:29<00:00,  2.49it/s]
Epoch 0: |          | 4112/? [27:30<00:00,  2.49it/s]
Epoch 0: |          | 4112/? [27:30<00:00,  2.49it/s]
Epoch 0: |          | 4113/? [27:30<00:00,  2.49it/s]
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Epoch 0: |          | 4114/? [27:31<00:00,  2.49it/s]
Epoch 0: |          | 4114/? [27:31<00:00,  2.49it/s]
Epoch 0: |          | 4115/? [27:31<00:00,  2.49it/s]
Epoch 0: |          | 4115/? [27:31<00:00,  2.49it/s]
Epoch 0: |          | 4116/? [27:31<00:00,  2.49it/s]
Epoch 0: |          | 4116/? [27:31<00:00,  2.49it/s]
Epoch 0: |          | 4117/? [27:32<00:00,  2.49it/s]
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Epoch 0: |          | 4118/? [27:32<00:00,  2.49it/s]
Epoch 0: |          | 4118/? [27:32<00:00,  2.49it/s]
Epoch 0: |          | 4119/? [27:32<00:00,  2.49it/s]
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Epoch 0: |          | 4120/? [27:33<00:00,  2.49it/s]
Epoch 0: |          | 4120/? [27:33<00:00,  2.49it/s]
Epoch 0: |          | 4121/? [27:33<00:00,  2.49it/s]
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Epoch 0: |          | 4122/? [27:34<00:00,  2.49it/s]
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Epoch 0: |          | 4123/? [27:34<00:00,  2.49it/s]
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Epoch 0: |          | 4124/? [27:34<00:00,  2.49it/s]
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Epoch 0: |          | 4125/? [27:35<00:00,  2.49it/s]
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Epoch 0: |          | 4128/? [27:36<00:00,  2.49it/s]
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Epoch 0: |          | 4129/? [27:36<00:00,  2.49it/s]
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Epoch 0: |          | 4130/? [27:37<00:00,  2.49it/s]
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Epoch 0: |          | 4131/? [27:37<00:00,  2.49it/s]
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Epoch 0: |          | 4138/? [27:40<00:00,  2.49it/s]
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Epoch 0: |          | 4200/? [28:03<00:00,  2.50it/s]
Epoch 0: |          | 4200/? [28:03<00:00,  2.50it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  8.32it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.55it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.53it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.64it/s]

Epoch 0: |          | 4200/? [28:03<00:00,  2.49it/s]
Epoch 0: |          | 4201/? [28:04<00:00,  2.49it/s]
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Epoch 0: |          | 4202/? [28:04<00:00,  2.49it/s]
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Epoch 0: |          | 4203/? [28:04<00:00,  2.49it/s]
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Epoch 0: |          | 4204/? [28:05<00:00,  2.49it/s]
Epoch 0: |          | 4204/? [28:05<00:00,  2.49it/s]
Epoch 0: |          | 4205/? [28:05<00:00,  2.49it/s]
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Epoch 0: |          | 4206/? [28:06<00:00,  2.49it/s]
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Epoch 0: |          | 4207/? [28:06<00:00,  2.49it/s]
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Epoch 0: |          | 4208/? [28:06<00:00,  2.49it/s]
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Epoch 0: |          | 4209/? [28:07<00:00,  2.49it/s]
Epoch 0: |          | 4209/? [28:07<00:00,  2.49it/s]
Epoch 0: |          | 4210/? [28:07<00:00,  2.49it/s]
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Epoch 0: |          | 4211/? [28:07<00:00,  2.49it/s]
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Epoch 0: |          | 4212/? [28:08<00:00,  2.49it/s]
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Epoch 0: |          | 4213/? [28:08<00:00,  2.49it/s]
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Epoch 0: |          | 4214/? [28:09<00:00,  2.49it/s]
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Epoch 0: |          | 4215/? [28:09<00:00,  2.49it/s]
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Epoch 0: |          | 4216/? [28:09<00:00,  2.49it/s]
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Epoch 0: |          | 4219/? [28:10<00:00,  2.49it/s]
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Epoch 0: |          | 4220/? [28:11<00:00,  2.50it/s]
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Epoch 0: |          | 4221/? [28:11<00:00,  2.50it/s]
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Epoch 0: |          | 4222/? [28:12<00:00,  2.50it/s]
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Epoch 0: |          | 4223/? [28:12<00:00,  2.50it/s]
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Epoch 0: |          | 4224/? [28:12<00:00,  2.50it/s]
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Epoch 0: |          | 4225/? [28:13<00:00,  2.50it/s]
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Epoch 0: |          | 4230/? [28:15<00:00,  2.50it/s]
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Epoch 0: |          | 4231/? [28:15<00:00,  2.50it/s]
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Epoch 0: |          | 4232/? [28:15<00:00,  2.50it/s]
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Epoch 0: |          | 4251/? [28:23<00:00,  2.50it/s]
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Epoch 0: |          | 4260/? [28:26<00:00,  2.50it/s]
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Epoch 0: |          | 4261/? [28:26<00:00,  2.50it/s]
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Epoch 0: |          | 4262/? [28:27<00:00,  2.50it/s]
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Epoch 0: |          | 4264/? [28:27<00:00,  2.50it/s]
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Epoch 0: |          | 4265/? [28:28<00:00,  2.50it/s]
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Epoch 0: |          | 4268/? [28:29<00:00,  2.50it/s]
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Epoch 0: |          | 4269/? [28:29<00:00,  2.50it/s]
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Epoch 0: |          | 4270/? [28:30<00:00,  2.50it/s]
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Epoch 0: |          | 4271/? [28:30<00:00,  2.50it/s]
Epoch 0: |          | 4271/? [28:30<00:00,  2.50it/s]
Epoch 0: |          | 4272/? [28:30<00:00,  2.50it/s]
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Epoch 0: |          | 4273/? [28:31<00:00,  2.50it/s]
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Epoch 0: |          | 4274/? [28:31<00:00,  2.50it/s]
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Epoch 0: |          | 4310/? [28:45<00:00,  2.50it/s]
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Epoch 0: |          | 4311/? [28:45<00:00,  2.50it/s]
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Epoch 0: |          | 4312/? [28:45<00:00,  2.50it/s]
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Epoch 0: |          | 4313/? [28:46<00:00,  2.50it/s]
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Epoch 0: |          | 4314/? [28:46<00:00,  2.50it/s]
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Epoch 0: |          | 4318/? [28:48<00:00,  2.50it/s]
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Epoch 0: |          | 4319/? [28:48<00:00,  2.50it/s]
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Epoch 0: |          | 4321/? [28:49<00:00,  2.50it/s]
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Epoch 0: |          | 4340/? [28:56<00:00,  2.50it/s]
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Epoch 0: |          | 4370/? [29:07<00:00,  2.50it/s]
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Epoch 0: |          | 4379/? [29:11<00:00,  2.50it/s]
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Epoch 0: |          | 4380/? [29:11<00:00,  2.50it/s]
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Epoch 0: |          | 4381/? [29:11<00:00,  2.50it/s]
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Epoch 0: |          | 4382/? [29:12<00:00,  2.50it/s]
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Epoch 0: |          | 4384/? [29:12<00:00,  2.50it/s]
Epoch 0: |          | 4384/? [29:12<00:00,  2.50it/s]
Epoch 0: |          | 4385/? [29:13<00:00,  2.50it/s]
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Epoch 0: |          | 4398/? [29:18<00:00,  2.50it/s]
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Epoch 0: |          | 4399/? [29:18<00:00,  2.50it/s]
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Epoch 0: |          | 4400/? [29:18<00:00,  2.50it/s]
Epoch 0: |          | 4400/? [29:18<00:00,  2.50it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  8.39it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.82it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.81it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.92it/s]

Epoch 0: |          | 4400/? [29:19<00:00,  2.50it/s]
Epoch 0: |          | 4401/? [29:19<00:00,  2.50it/s]
Epoch 0: |          | 4401/? [29:19<00:00,  2.50it/s]
Epoch 0: |          | 4402/? [29:20<00:00,  2.50it/s]
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Epoch 0: |          | 4405/? [29:21<00:00,  2.50it/s]
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Epoch 0: |          | 4406/? [29:21<00:00,  2.50it/s]
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Epoch 0: |          | 4407/? [29:22<00:00,  2.50it/s]
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Epoch 0: |          | 4408/? [29:22<00:00,  2.50it/s]
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Epoch 0: |          | 4409/? [29:22<00:00,  2.50it/s]
Epoch 0: |          | 4409/? [29:22<00:00,  2.50it/s]
Epoch 0: |          | 4410/? [29:23<00:00,  2.50it/s]
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Epoch 0: |          | 4420/? [29:26<00:00,  2.50it/s]
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Epoch 0: |          | 4421/? [29:27<00:00,  2.50it/s]
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Epoch 0: |          | 4432/? [29:31<00:00,  2.50it/s]
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Epoch 0: |          | 4433/? [29:31<00:00,  2.50it/s]
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Epoch 0: |          | 4434/? [29:32<00:00,  2.50it/s]
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Epoch 0: |          | 4435/? [29:32<00:00,  2.50it/s]
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Epoch 0: |          | 4436/? [29:32<00:00,  2.50it/s]
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Epoch 0: |          | 4437/? [29:33<00:00,  2.50it/s]
Epoch 0: |          | 4437/? [29:33<00:00,  2.50it/s]
Epoch 0: |          | 4438/? [29:33<00:00,  2.50it/s]
Epoch 0: |          | 4438/? [29:33<00:00,  2.50it/s]
Epoch 0: |          | 4439/? [29:34<00:00,  2.50it/s]
Epoch 0: |          | 4439/? [29:34<00:00,  2.50it/s]
Epoch 0: |          | 4440/? [29:34<00:00,  2.50it/s]
Epoch 0: |          | 4440/? [29:34<00:00,  2.50it/s]
Epoch 0: |          | 4441/? [29:34<00:00,  2.50it/s]
Epoch 0: |          | 4441/? [29:34<00:00,  2.50it/s]
Epoch 0: |          | 4442/? [29:35<00:00,  2.50it/s]
Epoch 0: |          | 4442/? [29:35<00:00,  2.50it/s]
Epoch 0: |          | 4443/? [29:35<00:00,  2.50it/s]
Epoch 0: |          | 4443/? [29:35<00:00,  2.50it/s]
Epoch 0: |          | 4444/? [29:35<00:00,  2.50it/s]
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Epoch 0: |          | 4445/? [29:36<00:00,  2.50it/s]
Epoch 0: |          | 4445/? [29:36<00:00,  2.50it/s]
Epoch 0: |          | 4446/? [29:36<00:00,  2.50it/s]
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Epoch 0: |          | 4447/? [29:37<00:00,  2.50it/s]
Epoch 0: |          | 4447/? [29:37<00:00,  2.50it/s]
Epoch 0: |          | 4448/? [29:37<00:00,  2.50it/s]
Epoch 0: |          | 4448/? [29:37<00:00,  2.50it/s]
Epoch 0: |          | 4449/? [29:37<00:00,  2.50it/s]
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Epoch 0: |          | 4450/? [29:38<00:00,  2.50it/s]
Epoch 0: |          | 4450/? [29:38<00:00,  2.50it/s]
Epoch 0: |          | 4451/? [29:38<00:00,  2.50it/s]
Epoch 0: |          | 4451/? [29:38<00:00,  2.50it/s]
Epoch 0: |          | 4452/? [29:38<00:00,  2.50it/s]
Epoch 0: |          | 4452/? [29:38<00:00,  2.50it/s]
Epoch 0: |          | 4453/? [29:39<00:00,  2.50it/s]
Epoch 0: |          | 4453/? [29:39<00:00,  2.50it/s]
Epoch 0: |          | 4454/? [29:39<00:00,  2.50it/s]
Epoch 0: |          | 4454/? [29:39<00:00,  2.50it/s]
Epoch 0: |          | 4455/? [29:40<00:00,  2.50it/s]
Epoch 0: |          | 4455/? [29:40<00:00,  2.50it/s]
Epoch 0: |          | 4456/? [29:40<00:00,  2.50it/s]
Epoch 0: |          | 4456/? [29:40<00:00,  2.50it/s]
Epoch 0: |          | 4457/? [29:40<00:00,  2.50it/s]
Epoch 0: |          | 4457/? [29:40<00:00,  2.50it/s]
Epoch 0: |          | 4458/? [29:41<00:00,  2.50it/s]
Epoch 0: |          | 4458/? [29:41<00:00,  2.50it/s]
Epoch 0: |          | 4459/? [29:41<00:00,  2.50it/s]
Epoch 0: |          | 4459/? [29:41<00:00,  2.50it/s]
Epoch 0: |          | 4460/? [29:41<00:00,  2.50it/s]
Epoch 0: |          | 4460/? [29:41<00:00,  2.50it/s]
Epoch 0: |          | 4461/? [29:42<00:00,  2.50it/s]
Epoch 0: |          | 4461/? [29:42<00:00,  2.50it/s]
Epoch 0: |          | 4462/? [29:42<00:00,  2.50it/s]
Epoch 0: |          | 4462/? [29:42<00:00,  2.50it/s]
Epoch 0: |          | 4463/? [29:43<00:00,  2.50it/s]
Epoch 0: |          | 4463/? [29:43<00:00,  2.50it/s]
Epoch 0: |          | 4464/? [29:43<00:00,  2.50it/s]
Epoch 0: |          | 4464/? [29:43<00:00,  2.50it/s]
Epoch 0: |          | 4465/? [29:43<00:00,  2.50it/s]
Epoch 0: |          | 4465/? [29:43<00:00,  2.50it/s]
Epoch 0: |          | 4466/? [29:44<00:00,  2.50it/s]
Epoch 0: |          | 4466/? [29:44<00:00,  2.50it/s]
Epoch 0: |          | 4467/? [29:44<00:00,  2.50it/s]
Epoch 0: |          | 4467/? [29:44<00:00,  2.50it/s]
Epoch 0: |          | 4468/? [29:44<00:00,  2.50it/s]
Epoch 0: |          | 4468/? [29:44<00:00,  2.50it/s]
Epoch 0: |          | 4469/? [29:45<00:00,  2.50it/s]
Epoch 0: |          | 4469/? [29:45<00:00,  2.50it/s]
Epoch 0: |          | 4470/? [29:45<00:00,  2.50it/s]
Epoch 0: |          | 4470/? [29:45<00:00,  2.50it/s]
Epoch 0: |          | 4471/? [29:46<00:00,  2.50it/s]
Epoch 0: |          | 4471/? [29:46<00:00,  2.50it/s]
Epoch 0: |          | 4472/? [29:46<00:00,  2.50it/s]
Epoch 0: |          | 4472/? [29:46<00:00,  2.50it/s]
Epoch 0: |          | 4473/? [29:46<00:00,  2.50it/s]
Epoch 0: |          | 4473/? [29:46<00:00,  2.50it/s]
Epoch 0: |          | 4474/? [29:47<00:00,  2.50it/s]
Epoch 0: |          | 4474/? [29:47<00:00,  2.50it/s]
Epoch 0: |          | 4475/? [29:47<00:00,  2.50it/s]
Epoch 0: |          | 4475/? [29:47<00:00,  2.50it/s]
Epoch 0: |          | 4476/? [29:47<00:00,  2.50it/s]
Epoch 0: |          | 4476/? [29:47<00:00,  2.50it/s]
Epoch 0: |          | 4477/? [29:48<00:00,  2.50it/s]
Epoch 0: |          | 4477/? [29:48<00:00,  2.50it/s]
Epoch 0: |          | 4478/? [29:48<00:00,  2.50it/s]
Epoch 0: |          | 4478/? [29:48<00:00,  2.50it/s]
Epoch 0: |          | 4479/? [29:49<00:00,  2.50it/s]
Epoch 0: |          | 4479/? [29:49<00:00,  2.50it/s]
Epoch 0: |          | 4480/? [29:49<00:00,  2.50it/s]
Epoch 0: |          | 4480/? [29:49<00:00,  2.50it/s]
Epoch 0: |          | 4481/? [29:49<00:00,  2.50it/s]
Epoch 0: |          | 4481/? [29:49<00:00,  2.50it/s]
Epoch 0: |          | 4482/? [29:50<00:00,  2.50it/s]
Epoch 0: |          | 4482/? [29:50<00:00,  2.50it/s]
Epoch 0: |          | 4483/? [29:50<00:00,  2.50it/s]
Epoch 0: |          | 4483/? [29:50<00:00,  2.50it/s]
Epoch 0: |          | 4484/? [29:50<00:00,  2.50it/s]
Epoch 0: |          | 4484/? [29:50<00:00,  2.50it/s]
Epoch 0: |          | 4485/? [29:51<00:00,  2.50it/s]
Epoch 0: |          | 4485/? [29:51<00:00,  2.50it/s]
Epoch 0: |          | 4486/? [29:51<00:00,  2.50it/s]
Epoch 0: |          | 4486/? [29:51<00:00,  2.50it/s]
Epoch 0: |          | 4487/? [29:52<00:00,  2.50it/s]
Epoch 0: |          | 4487/? [29:52<00:00,  2.50it/s]
Epoch 0: |          | 4488/? [29:52<00:00,  2.50it/s]
Epoch 0: |          | 4488/? [29:52<00:00,  2.50it/s]
Epoch 0: |          | 4489/? [29:52<00:00,  2.50it/s]
Epoch 0: |          | 4489/? [29:52<00:00,  2.50it/s]
Epoch 0: |          | 4490/? [29:53<00:00,  2.50it/s]
Epoch 0: |          | 4490/? [29:53<00:00,  2.50it/s]
Epoch 0: |          | 4491/? [29:53<00:00,  2.50it/s]
Epoch 0: |          | 4491/? [29:53<00:00,  2.50it/s]
Epoch 0: |          | 4492/? [29:53<00:00,  2.50it/s]
Epoch 0: |          | 4492/? [29:53<00:00,  2.50it/s]
Epoch 0: |          | 4493/? [29:54<00:00,  2.50it/s]
Epoch 0: |          | 4493/? [29:54<00:00,  2.50it/s]
Epoch 0: |          | 4494/? [29:54<00:00,  2.50it/s]
Epoch 0: |          | 4494/? [29:54<00:00,  2.50it/s]
Epoch 0: |          | 4495/? [29:55<00:00,  2.50it/s]
Epoch 0: |          | 4495/? [29:55<00:00,  2.50it/s]
Epoch 0: |          | 4496/? [29:55<00:00,  2.50it/s]
Epoch 0: |          | 4496/? [29:55<00:00,  2.50it/s]
Epoch 0: |          | 4497/? [29:55<00:00,  2.50it/s]
Epoch 0: |          | 4497/? [29:55<00:00,  2.50it/s]
Epoch 0: |          | 4498/? [29:56<00:00,  2.50it/s]
Epoch 0: |          | 4498/? [29:56<00:00,  2.50it/s]
Epoch 0: |          | 4499/? [29:56<00:00,  2.50it/s]
Epoch 0: |          | 4499/? [29:56<00:00,  2.50it/s]
Epoch 0: |          | 4500/? [29:56<00:00,  2.50it/s]
Epoch 0: |          | 4500/? [29:56<00:00,  2.50it/s]
Epoch 0: |          | 4501/? [29:57<00:00,  2.50it/s]
Epoch 0: |          | 4501/? [29:57<00:00,  2.50it/s]
Epoch 0: |          | 4502/? [29:57<00:00,  2.50it/s]
Epoch 0: |          | 4502/? [29:57<00:00,  2.50it/s]
Epoch 0: |          | 4503/? [29:58<00:00,  2.50it/s]
Epoch 0: |          | 4503/? [29:58<00:00,  2.50it/s]
Epoch 0: |          | 4504/? [29:58<00:00,  2.50it/s]
Epoch 0: |          | 4504/? [29:58<00:00,  2.50it/s]
Epoch 0: |          | 4505/? [29:58<00:00,  2.50it/s]
Epoch 0: |          | 4505/? [29:58<00:00,  2.50it/s]
Epoch 0: |          | 4506/? [29:59<00:00,  2.50it/s]
Epoch 0: |          | 4506/? [29:59<00:00,  2.50it/s]
Epoch 0: |          | 4507/? [29:59<00:00,  2.50it/s]
Epoch 0: |          | 4507/? [29:59<00:00,  2.50it/s]
Epoch 0: |          | 4508/? [29:59<00:00,  2.50it/s]
Epoch 0: |          | 4508/? [29:59<00:00,  2.50it/s]
Epoch 0: |          | 4509/? [30:00<00:00,  2.50it/s]
Epoch 0: |          | 4509/? [30:00<00:00,  2.50it/s]
Epoch 0: |          | 4510/? [30:00<00:00,  2.50it/s]
Epoch 0: |          | 4510/? [30:00<00:00,  2.50it/s]
Epoch 0: |          | 4511/? [30:01<00:00,  2.50it/s]
Epoch 0: |          | 4511/? [30:01<00:00,  2.50it/s]
Epoch 0: |          | 4512/? [30:01<00:00,  2.50it/s]
Epoch 0: |          | 4512/? [30:01<00:00,  2.50it/s]
Epoch 0: |          | 4513/? [30:01<00:00,  2.50it/s]
Epoch 0: |          | 4513/? [30:01<00:00,  2.50it/s]
Epoch 0: |          | 4514/? [30:02<00:00,  2.50it/s]
Epoch 0: |          | 4514/? [30:02<00:00,  2.50it/s]
Epoch 0: |          | 4515/? [30:02<00:00,  2.50it/s]
Epoch 0: |          | 4515/? [30:02<00:00,  2.50it/s]
Epoch 0: |          | 4516/? [30:02<00:00,  2.50it/s]
Epoch 0: |          | 4516/? [30:02<00:00,  2.50it/s]
Epoch 0: |          | 4517/? [30:03<00:00,  2.50it/s]
Epoch 0: |          | 4517/? [30:03<00:00,  2.50it/s]
Epoch 0: |          | 4518/? [30:03<00:00,  2.50it/s]
Epoch 0: |          | 4518/? [30:03<00:00,  2.50it/s]
Epoch 0: |          | 4519/? [30:04<00:00,  2.50it/s]
Epoch 0: |          | 4519/? [30:04<00:00,  2.50it/s]
Epoch 0: |          | 4520/? [30:04<00:00,  2.50it/s]
Epoch 0: |          | 4520/? [30:04<00:00,  2.50it/s]
Epoch 0: |          | 4521/? [30:04<00:00,  2.51it/s]
Epoch 0: |          | 4521/? [30:04<00:00,  2.51it/s]
Epoch 0: |          | 4522/? [30:05<00:00,  2.51it/s]
Epoch 0: |          | 4522/? [30:05<00:00,  2.51it/s]
Epoch 0: |          | 4523/? [30:05<00:00,  2.51it/s]
Epoch 0: |          | 4523/? [30:05<00:00,  2.51it/s]
Epoch 0: |          | 4524/? [30:05<00:00,  2.51it/s]
Epoch 0: |          | 4524/? [30:05<00:00,  2.51it/s]
Epoch 0: |          | 4525/? [30:06<00:00,  2.51it/s]
Epoch 0: |          | 4525/? [30:06<00:00,  2.51it/s]
Epoch 0: |          | 4526/? [30:06<00:00,  2.51it/s]
Epoch 0: |          | 4526/? [30:06<00:00,  2.51it/s]
Epoch 0: |          | 4527/? [30:07<00:00,  2.51it/s]
Epoch 0: |          | 4527/? [30:07<00:00,  2.51it/s]
Epoch 0: |          | 4528/? [30:07<00:00,  2.51it/s]
Epoch 0: |          | 4528/? [30:07<00:00,  2.51it/s]
Epoch 0: |          | 4529/? [30:07<00:00,  2.51it/s]
Epoch 0: |          | 4529/? [30:07<00:00,  2.51it/s]
Epoch 0: |          | 4530/? [30:08<00:00,  2.51it/s]
Epoch 0: |          | 4530/? [30:08<00:00,  2.51it/s]
Epoch 0: |          | 4531/? [30:08<00:00,  2.51it/s]
Epoch 0: |          | 4531/? [30:08<00:00,  2.51it/s]
Epoch 0: |          | 4532/? [30:08<00:00,  2.51it/s]
Epoch 0: |          | 4532/? [30:08<00:00,  2.51it/s]
Epoch 0: |          | 4533/? [30:09<00:00,  2.51it/s]
Epoch 0: |          | 4533/? [30:09<00:00,  2.51it/s]
Epoch 0: |          | 4534/? [30:09<00:00,  2.51it/s]
Epoch 0: |          | 4534/? [30:09<00:00,  2.51it/s]
Epoch 0: |          | 4535/? [30:09<00:00,  2.51it/s]
Epoch 0: |          | 4535/? [30:09<00:00,  2.51it/s]
Epoch 0: |          | 4536/? [30:10<00:00,  2.51it/s]
Epoch 0: |          | 4536/? [30:10<00:00,  2.51it/s]
Epoch 0: |          | 4537/? [30:10<00:00,  2.51it/s]
Epoch 0: |          | 4537/? [30:10<00:00,  2.51it/s]
Epoch 0: |          | 4538/? [30:11<00:00,  2.51it/s]
Epoch 0: |          | 4538/? [30:11<00:00,  2.51it/s]
Epoch 0: |          | 4539/? [30:11<00:00,  2.51it/s]
Epoch 0: |          | 4539/? [30:11<00:00,  2.51it/s]
Epoch 0: |          | 4540/? [30:11<00:00,  2.51it/s]
Epoch 0: |          | 4540/? [30:11<00:00,  2.51it/s]
Epoch 0: |          | 4541/? [30:12<00:00,  2.51it/s]
Epoch 0: |          | 4541/? [30:12<00:00,  2.51it/s]
Epoch 0: |          | 4542/? [30:12<00:00,  2.51it/s]
Epoch 0: |          | 4542/? [30:12<00:00,  2.51it/s]
Epoch 0: |          | 4543/? [30:12<00:00,  2.51it/s]
Epoch 0: |          | 4543/? [30:12<00:00,  2.51it/s]
Epoch 0: |          | 4544/? [30:13<00:00,  2.51it/s]
Epoch 0: |          | 4544/? [30:13<00:00,  2.51it/s]
Epoch 0: |          | 4545/? [30:13<00:00,  2.51it/s]
Epoch 0: |          | 4545/? [30:13<00:00,  2.51it/s]
Epoch 0: |          | 4546/? [30:14<00:00,  2.51it/s]
Epoch 0: |          | 4546/? [30:14<00:00,  2.51it/s]
Epoch 0: |          | 4547/? [30:14<00:00,  2.51it/s]
Epoch 0: |          | 4547/? [30:14<00:00,  2.51it/s]
Epoch 0: |          | 4548/? [30:14<00:00,  2.51it/s]
Epoch 0: |          | 4548/? [30:14<00:00,  2.51it/s]
Epoch 0: |          | 4549/? [30:15<00:00,  2.51it/s]
Epoch 0: |          | 4549/? [30:15<00:00,  2.51it/s]
Epoch 0: |          | 4550/? [30:15<00:00,  2.51it/s]
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Epoch 0: |          | 4551/? [30:16<00:00,  2.51it/s]
Epoch 0: |          | 4552/? [30:16<00:00,  2.51it/s]
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Epoch 0: |          | 4554/? [30:17<00:00,  2.51it/s]
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Epoch 0: |          | 4555/? [30:17<00:00,  2.51it/s]
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Epoch 0: |          | 4556/? [30:17<00:00,  2.51it/s]
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Epoch 0: |          | 4557/? [30:18<00:00,  2.51it/s]
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Epoch 0: |          | 4559/? [30:18<00:00,  2.51it/s]
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Epoch 0: |          | 4560/? [30:19<00:00,  2.51it/s]
Epoch 0: |          | 4560/? [30:19<00:00,  2.51it/s]
Epoch 0: |          | 4561/? [30:19<00:00,  2.51it/s]
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Epoch 0: |          | 4562/? [30:20<00:00,  2.51it/s]
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Epoch 0: |          | 4563/? [30:20<00:00,  2.51it/s]
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Epoch 0: |          | 4564/? [30:20<00:00,  2.51it/s]
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Epoch 0: |          | 4565/? [30:21<00:00,  2.51it/s]
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Epoch 0: |          | 4566/? [30:21<00:00,  2.51it/s]
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Epoch 0: |          | 4567/? [30:22<00:00,  2.51it/s]
Epoch 0: |          | 4567/? [30:22<00:00,  2.51it/s]
Epoch 0: |          | 4568/? [30:22<00:00,  2.51it/s]
Epoch 0: |          | 4568/? [30:22<00:00,  2.51it/s]
Epoch 0: |          | 4569/? [30:22<00:00,  2.51it/s]
Epoch 0: |          | 4569/? [30:22<00:00,  2.51it/s]
Epoch 0: |          | 4570/? [30:23<00:00,  2.51it/s]
Epoch 0: |          | 4570/? [30:23<00:00,  2.51it/s]
Epoch 0: |          | 4571/? [30:23<00:00,  2.51it/s]
Epoch 0: |          | 4571/? [30:23<00:00,  2.51it/s]
Epoch 0: |          | 4572/? [30:23<00:00,  2.51it/s]
Epoch 0: |          | 4572/? [30:23<00:00,  2.51it/s]
Epoch 0: |          | 4573/? [30:24<00:00,  2.51it/s]
Epoch 0: |          | 4573/? [30:24<00:00,  2.51it/s]
Epoch 0: |          | 4574/? [30:24<00:00,  2.51it/s]
Epoch 0: |          | 4574/? [30:24<00:00,  2.51it/s]
Epoch 0: |          | 4575/? [30:24<00:00,  2.51it/s]
Epoch 0: |          | 4575/? [30:24<00:00,  2.51it/s]
Epoch 0: |          | 4576/? [30:25<00:00,  2.51it/s]
Epoch 0: |          | 4576/? [30:25<00:00,  2.51it/s]
Epoch 0: |          | 4577/? [30:25<00:00,  2.51it/s]
Epoch 0: |          | 4577/? [30:25<00:00,  2.51it/s]
Epoch 0: |          | 4578/? [30:26<00:00,  2.51it/s]
Epoch 0: |          | 4578/? [30:26<00:00,  2.51it/s]
Epoch 0: |          | 4579/? [30:26<00:00,  2.51it/s]
Epoch 0: |          | 4579/? [30:26<00:00,  2.51it/s]
Epoch 0: |          | 4580/? [30:26<00:00,  2.51it/s]
Epoch 0: |          | 4580/? [30:26<00:00,  2.51it/s]
Epoch 0: |          | 4581/? [30:27<00:00,  2.51it/s]
Epoch 0: |          | 4581/? [30:27<00:00,  2.51it/s]
Epoch 0: |          | 4582/? [30:27<00:00,  2.51it/s]
Epoch 0: |          | 4582/? [30:27<00:00,  2.51it/s]
Epoch 0: |          | 4583/? [30:27<00:00,  2.51it/s]
Epoch 0: |          | 4583/? [30:27<00:00,  2.51it/s]
Epoch 0: |          | 4584/? [30:28<00:00,  2.51it/s]
Epoch 0: |          | 4584/? [30:28<00:00,  2.51it/s]
Epoch 0: |          | 4585/? [30:28<00:00,  2.51it/s]
Epoch 0: |          | 4585/? [30:28<00:00,  2.51it/s]
Epoch 0: |          | 4586/? [30:29<00:00,  2.51it/s]
Epoch 0: |          | 4586/? [30:29<00:00,  2.51it/s]
Epoch 0: |          | 4587/? [30:29<00:00,  2.51it/s]
Epoch 0: |          | 4587/? [30:29<00:00,  2.51it/s]
Epoch 0: |          | 4588/? [30:29<00:00,  2.51it/s]
Epoch 0: |          | 4588/? [30:29<00:00,  2.51it/s]
Epoch 0: |          | 4589/? [30:30<00:00,  2.51it/s]
Epoch 0: |          | 4589/? [30:30<00:00,  2.51it/s]
Epoch 0: |          | 4590/? [30:30<00:00,  2.51it/s]
Epoch 0: |          | 4590/? [30:30<00:00,  2.51it/s]
Epoch 0: |          | 4591/? [30:30<00:00,  2.51it/s]
Epoch 0: |          | 4591/? [30:30<00:00,  2.51it/s]
Epoch 0: |          | 4592/? [30:31<00:00,  2.51it/s]
Epoch 0: |          | 4592/? [30:31<00:00,  2.51it/s]
Epoch 0: |          | 4593/? [30:31<00:00,  2.51it/s]
Epoch 0: |          | 4593/? [30:31<00:00,  2.51it/s]
Epoch 0: |          | 4594/? [30:32<00:00,  2.51it/s]
Epoch 0: |          | 4594/? [30:32<00:00,  2.51it/s]
Epoch 0: |          | 4595/? [30:32<00:00,  2.51it/s]
Epoch 0: |          | 4595/? [30:32<00:00,  2.51it/s]
Epoch 0: |          | 4596/? [30:32<00:00,  2.51it/s]
Epoch 0: |          | 4596/? [30:32<00:00,  2.51it/s]
Epoch 0: |          | 4597/? [30:33<00:00,  2.51it/s]
Epoch 0: |          | 4597/? [30:33<00:00,  2.51it/s]
Epoch 0: |          | 4598/? [30:33<00:00,  2.51it/s]
Epoch 0: |          | 4598/? [30:33<00:00,  2.51it/s]
Epoch 0: |          | 4599/? [30:33<00:00,  2.51it/s]
Epoch 0: |          | 4599/? [30:33<00:00,  2.51it/s]
Epoch 0: |          | 4600/? [30:34<00:00,  2.51it/s]
Epoch 0: |          | 4600/? [30:34<00:00,  2.51it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  8.86it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.27it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.09it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.26it/s]

Epoch 0: |          | 4600/? [30:34<00:00,  2.51it/s]
Epoch 0: |          | 4601/? [30:35<00:00,  2.51it/s]
Epoch 0: |          | 4601/? [30:35<00:00,  2.51it/s]
Epoch 0: |          | 4602/? [30:35<00:00,  2.51it/s]
Epoch 0: |          | 4602/? [30:35<00:00,  2.51it/s]
Epoch 0: |          | 4603/? [30:35<00:00,  2.51it/s]
Epoch 0: |          | 4603/? [30:35<00:00,  2.51it/s]
Epoch 0: |          | 4604/? [30:36<00:00,  2.51it/s]
Epoch 0: |          | 4604/? [30:36<00:00,  2.51it/s]
Epoch 0: |          | 4605/? [30:36<00:00,  2.51it/s]
Epoch 0: |          | 4605/? [30:36<00:00,  2.51it/s]
Epoch 0: |          | 4606/? [30:37<00:00,  2.51it/s]
Epoch 0: |          | 4606/? [30:37<00:00,  2.51it/s]
Epoch 0: |          | 4607/? [30:37<00:00,  2.51it/s]
Epoch 0: |          | 4607/? [30:37<00:00,  2.51it/s]
Epoch 0: |          | 4608/? [30:37<00:00,  2.51it/s]
Epoch 0: |          | 4608/? [30:37<00:00,  2.51it/s]
Epoch 0: |          | 4609/? [30:38<00:00,  2.51it/s]
Epoch 0: |          | 4609/? [30:38<00:00,  2.51it/s]
Epoch 0: |          | 4610/? [30:38<00:00,  2.51it/s]
Epoch 0: |          | 4610/? [30:38<00:00,  2.51it/s]
Epoch 0: |          | 4611/? [30:38<00:00,  2.51it/s]
Epoch 0: |          | 4611/? [30:38<00:00,  2.51it/s]
Epoch 0: |          | 4612/? [30:39<00:00,  2.51it/s]
Epoch 0: |          | 4612/? [30:39<00:00,  2.51it/s]
Epoch 0: |          | 4613/? [30:39<00:00,  2.51it/s]
Epoch 0: |          | 4613/? [30:39<00:00,  2.51it/s]
Epoch 0: |          | 4614/? [30:40<00:00,  2.51it/s]
Epoch 0: |          | 4614/? [30:40<00:00,  2.51it/s]
Epoch 0: |          | 4615/? [30:40<00:00,  2.51it/s]
Epoch 0: |          | 4615/? [30:40<00:00,  2.51it/s]
Epoch 0: |          | 4616/? [30:40<00:00,  2.51it/s]
Epoch 0: |          | 4616/? [30:40<00:00,  2.51it/s]
Epoch 0: |          | 4617/? [30:41<00:00,  2.51it/s]
Epoch 0: |          | 4617/? [30:41<00:00,  2.51it/s]
Epoch 0: |          | 4618/? [30:41<00:00,  2.51it/s]
Epoch 0: |          | 4618/? [30:41<00:00,  2.51it/s]
Epoch 0: |          | 4619/? [30:41<00:00,  2.51it/s]
Epoch 0: |          | 4619/? [30:41<00:00,  2.51it/s]
Epoch 0: |          | 4620/? [30:42<00:00,  2.51it/s]
Epoch 0: |          | 4620/? [30:42<00:00,  2.51it/s]
Epoch 0: |          | 4621/? [30:42<00:00,  2.51it/s]
Epoch 0: |          | 4621/? [30:42<00:00,  2.51it/s]
Epoch 0: |          | 4622/? [30:43<00:00,  2.51it/s]
Epoch 0: |          | 4622/? [30:43<00:00,  2.51it/s]
Epoch 0: |          | 4623/? [30:43<00:00,  2.51it/s]
Epoch 0: |          | 4623/? [30:43<00:00,  2.51it/s]
Epoch 0: |          | 4624/? [30:43<00:00,  2.51it/s]
Epoch 0: |          | 4624/? [30:43<00:00,  2.51it/s]
Epoch 0: |          | 4625/? [30:44<00:00,  2.51it/s]
Epoch 0: |          | 4625/? [30:44<00:00,  2.51it/s]
Epoch 0: |          | 4626/? [30:44<00:00,  2.51it/s]
Epoch 0: |          | 4626/? [30:44<00:00,  2.51it/s]
Epoch 0: |          | 4627/? [30:44<00:00,  2.51it/s]
Epoch 0: |          | 4627/? [30:44<00:00,  2.51it/s]
Epoch 0: |          | 4628/? [30:45<00:00,  2.51it/s]
Epoch 0: |          | 4628/? [30:45<00:00,  2.51it/s]
Epoch 0: |          | 4629/? [30:45<00:00,  2.51it/s]
Epoch 0: |          | 4629/? [30:45<00:00,  2.51it/s]
Epoch 0: |          | 4630/? [30:46<00:00,  2.51it/s]
Epoch 0: |          | 4630/? [30:46<00:00,  2.51it/s]
Epoch 0: |          | 4631/? [30:46<00:00,  2.51it/s]
Epoch 0: |          | 4631/? [30:46<00:00,  2.51it/s]
Epoch 0: |          | 4632/? [30:46<00:00,  2.51it/s]
Epoch 0: |          | 4632/? [30:46<00:00,  2.51it/s]
Epoch 0: |          | 4633/? [30:47<00:00,  2.51it/s]
Epoch 0: |          | 4633/? [30:47<00:00,  2.51it/s]
Epoch 0: |          | 4634/? [30:47<00:00,  2.51it/s]
Epoch 0: |          | 4634/? [30:47<00:00,  2.51it/s]
Epoch 0: |          | 4635/? [30:47<00:00,  2.51it/s]
Epoch 0: |          | 4635/? [30:47<00:00,  2.51it/s]
Epoch 0: |          | 4636/? [30:48<00:00,  2.51it/s]
Epoch 0: |          | 4636/? [30:48<00:00,  2.51it/s]
Epoch 0: |          | 4637/? [30:48<00:00,  2.51it/s]
Epoch 0: |          | 4637/? [30:48<00:00,  2.51it/s]
Epoch 0: |          | 4638/? [30:49<00:00,  2.51it/s]
Epoch 0: |          | 4638/? [30:49<00:00,  2.51it/s]
Epoch 0: |          | 4639/? [30:49<00:00,  2.51it/s]
Epoch 0: |          | 4639/? [30:49<00:00,  2.51it/s]
Epoch 0: |          | 4640/? [30:49<00:00,  2.51it/s]
Epoch 0: |          | 4640/? [30:49<00:00,  2.51it/s]
Epoch 0: |          | 4641/? [30:50<00:00,  2.51it/s]
Epoch 0: |          | 4641/? [30:50<00:00,  2.51it/s]
Epoch 0: |          | 4642/? [30:50<00:00,  2.51it/s]
Epoch 0: |          | 4642/? [30:50<00:00,  2.51it/s]
Epoch 0: |          | 4643/? [30:50<00:00,  2.51it/s]
Epoch 0: |          | 4643/? [30:50<00:00,  2.51it/s]
Epoch 0: |          | 4644/? [30:51<00:00,  2.51it/s]
Epoch 0: |          | 4644/? [30:51<00:00,  2.51it/s]
Epoch 0: |          | 4645/? [30:51<00:00,  2.51it/s]
Epoch 0: |          | 4645/? [30:51<00:00,  2.51it/s]
Epoch 0: |          | 4646/? [30:51<00:00,  2.51it/s]
Epoch 0: |          | 4646/? [30:51<00:00,  2.51it/s]
Epoch 0: |          | 4647/? [30:52<00:00,  2.51it/s]
Epoch 0: |          | 4647/? [30:52<00:00,  2.51it/s]
Epoch 0: |          | 4648/? [30:52<00:00,  2.51it/s]
Epoch 0: |          | 4648/? [30:52<00:00,  2.51it/s]
Epoch 0: |          | 4649/? [30:53<00:00,  2.51it/s]
Epoch 0: |          | 4649/? [30:53<00:00,  2.51it/s]
Epoch 0: |          | 4650/? [30:53<00:00,  2.51it/s]
Epoch 0: |          | 4650/? [30:53<00:00,  2.51it/s]
Epoch 0: |          | 4651/? [30:53<00:00,  2.51it/s]
Epoch 0: |          | 4651/? [30:53<00:00,  2.51it/s]
Epoch 0: |          | 4652/? [30:54<00:00,  2.51it/s]
Epoch 0: |          | 4652/? [30:54<00:00,  2.51it/s]
Epoch 0: |          | 4653/? [30:54<00:00,  2.51it/s]
Epoch 0: |          | 4653/? [30:54<00:00,  2.51it/s]
Epoch 0: |          | 4654/? [30:54<00:00,  2.51it/s]
Epoch 0: |          | 4654/? [30:54<00:00,  2.51it/s]
Epoch 0: |          | 4655/? [30:55<00:00,  2.51it/s]
Epoch 0: |          | 4655/? [30:55<00:00,  2.51it/s]
Epoch 0: |          | 4656/? [30:55<00:00,  2.51it/s]
Epoch 0: |          | 4656/? [30:55<00:00,  2.51it/s]
Epoch 0: |          | 4657/? [30:56<00:00,  2.51it/s]
Epoch 0: |          | 4657/? [30:56<00:00,  2.51it/s]
Epoch 0: |          | 4658/? [30:56<00:00,  2.51it/s]
Epoch 0: |          | 4658/? [30:56<00:00,  2.51it/s]
Epoch 0: |          | 4659/? [30:56<00:00,  2.51it/s]
Epoch 0: |          | 4659/? [30:56<00:00,  2.51it/s]
Epoch 0: |          | 4660/? [30:57<00:00,  2.51it/s]
Epoch 0: |          | 4660/? [30:57<00:00,  2.51it/s]
Epoch 0: |          | 4661/? [30:57<00:00,  2.51it/s]
Epoch 0: |          | 4661/? [30:57<00:00,  2.51it/s]
Epoch 0: |          | 4662/? [30:58<00:00,  2.51it/s]
Epoch 0: |          | 4662/? [30:58<00:00,  2.51it/s]
Epoch 0: |          | 4663/? [30:58<00:00,  2.51it/s]
Epoch 0: |          | 4663/? [30:58<00:00,  2.51it/s]
Epoch 0: |          | 4664/? [30:58<00:00,  2.51it/s]
Epoch 0: |          | 4664/? [30:58<00:00,  2.51it/s]
Epoch 0: |          | 4665/? [30:59<00:00,  2.51it/s]
Epoch 0: |          | 4665/? [30:59<00:00,  2.51it/s]
Epoch 0: |          | 4666/? [30:59<00:00,  2.51it/s]
Epoch 0: |          | 4666/? [30:59<00:00,  2.51it/s]
Epoch 0: |          | 4667/? [30:59<00:00,  2.51it/s]
Epoch 0: |          | 4667/? [30:59<00:00,  2.51it/s]
Epoch 0: |          | 4668/? [31:00<00:00,  2.51it/s]
Epoch 0: |          | 4668/? [31:00<00:00,  2.51it/s]
Epoch 0: |          | 4669/? [31:00<00:00,  2.51it/s]
Epoch 0: |          | 4669/? [31:00<00:00,  2.51it/s]
Epoch 0: |          | 4670/? [31:01<00:00,  2.51it/s]
Epoch 0: |          | 4670/? [31:01<00:00,  2.51it/s]
Epoch 0: |          | 4671/? [31:01<00:00,  2.51it/s]
Epoch 0: |          | 4671/? [31:01<00:00,  2.51it/s]
Epoch 0: |          | 4672/? [31:01<00:00,  2.51it/s]
Epoch 0: |          | 4672/? [31:01<00:00,  2.51it/s]
Epoch 0: |          | 4673/? [31:02<00:00,  2.51it/s]
Epoch 0: |          | 4673/? [31:02<00:00,  2.51it/s]
Epoch 0: |          | 4674/? [31:02<00:00,  2.51it/s]
Epoch 0: |          | 4674/? [31:02<00:00,  2.51it/s]
Epoch 0: |          | 4675/? [31:02<00:00,  2.51it/s]
Epoch 0: |          | 4675/? [31:02<00:00,  2.51it/s]
Epoch 0: |          | 4676/? [31:03<00:00,  2.51it/s]
Epoch 0: |          | 4676/? [31:03<00:00,  2.51it/s]
Epoch 0: |          | 4677/? [31:03<00:00,  2.51it/s]
Epoch 0: |          | 4677/? [31:03<00:00,  2.51it/s]
Epoch 0: |          | 4678/? [31:04<00:00,  2.51it/s]
Epoch 0: |          | 4678/? [31:04<00:00,  2.51it/s]
Epoch 0: |          | 4679/? [31:04<00:00,  2.51it/s]
Epoch 0: |          | 4679/? [31:04<00:00,  2.51it/s]
Epoch 0: |          | 4680/? [31:04<00:00,  2.51it/s]
Epoch 0: |          | 4680/? [31:04<00:00,  2.51it/s]
Epoch 0: |          | 4681/? [31:05<00:00,  2.51it/s]
Epoch 0: |          | 4681/? [31:05<00:00,  2.51it/s]
Epoch 0: |          | 4682/? [31:05<00:00,  2.51it/s]
Epoch 0: |          | 4682/? [31:05<00:00,  2.51it/s]
Epoch 0: |          | 4683/? [31:05<00:00,  2.51it/s]
Epoch 0: |          | 4683/? [31:05<00:00,  2.51it/s]
Epoch 0: |          | 4684/? [31:06<00:00,  2.51it/s]
Epoch 0: |          | 4684/? [31:06<00:00,  2.51it/s]
Epoch 0: |          | 4685/? [31:06<00:00,  2.51it/s]
Epoch 0: |          | 4685/? [31:06<00:00,  2.51it/s]
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Epoch 0: |          | 4696/? [31:10<00:00,  2.51it/s]
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Epoch 0: |          | 4697/? [31:11<00:00,  2.51it/s]
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Epoch 0: |          | 4698/? [31:11<00:00,  2.51it/s]
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Epoch 0: |          | 4699/? [31:11<00:00,  2.51it/s]
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Epoch 0: |          | 4700/? [31:12<00:00,  2.51it/s]
Epoch 0: |          | 4700/? [31:12<00:00,  2.51it/s]
Epoch 0: |          | 4701/? [31:12<00:00,  2.51it/s]
Epoch 0: |          | 4701/? [31:12<00:00,  2.51it/s]
Epoch 0: |          | 4702/? [31:12<00:00,  2.51it/s]
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Epoch 0: |          | 4703/? [31:13<00:00,  2.51it/s]
Epoch 0: |          | 4703/? [31:13<00:00,  2.51it/s]
Epoch 0: |          | 4704/? [31:13<00:00,  2.51it/s]
Epoch 0: |          | 4704/? [31:13<00:00,  2.51it/s]
Epoch 0: |          | 4705/? [31:14<00:00,  2.51it/s]
Epoch 0: |          | 4705/? [31:14<00:00,  2.51it/s]
Epoch 0: |          | 4706/? [31:14<00:00,  2.51it/s]
Epoch 0: |          | 4706/? [31:14<00:00,  2.51it/s]
Epoch 0: |          | 4707/? [31:14<00:00,  2.51it/s]
Epoch 0: |          | 4707/? [31:14<00:00,  2.51it/s]
Epoch 0: |          | 4708/? [31:15<00:00,  2.51it/s]
Epoch 0: |          | 4708/? [31:15<00:00,  2.51it/s]
Epoch 0: |          | 4709/? [31:15<00:00,  2.51it/s]
Epoch 0: |          | 4709/? [31:15<00:00,  2.51it/s]
Epoch 0: |          | 4710/? [31:15<00:00,  2.51it/s]
Epoch 0: |          | 4710/? [31:15<00:00,  2.51it/s]
Epoch 0: |          | 4711/? [31:16<00:00,  2.51it/s]
Epoch 0: |          | 4711/? [31:16<00:00,  2.51it/s]
Epoch 0: |          | 4712/? [31:16<00:00,  2.51it/s]
Epoch 0: |          | 4712/? [31:16<00:00,  2.51it/s]
Epoch 0: |          | 4713/? [31:17<00:00,  2.51it/s]
Epoch 0: |          | 4713/? [31:17<00:00,  2.51it/s]
Epoch 0: |          | 4714/? [31:17<00:00,  2.51it/s]
Epoch 0: |          | 4714/? [31:17<00:00,  2.51it/s]
Epoch 0: |          | 4715/? [31:17<00:00,  2.51it/s]
Epoch 0: |          | 4715/? [31:17<00:00,  2.51it/s]
Epoch 0: |          | 4716/? [31:18<00:00,  2.51it/s]
Epoch 0: |          | 4716/? [31:18<00:00,  2.51it/s]
Epoch 0: |          | 4717/? [31:18<00:00,  2.51it/s]
Epoch 0: |          | 4717/? [31:18<00:00,  2.51it/s]
Epoch 0: |          | 4718/? [31:18<00:00,  2.51it/s]
Epoch 0: |          | 4718/? [31:18<00:00,  2.51it/s]
Epoch 0: |          | 4719/? [31:19<00:00,  2.51it/s]
Epoch 0: |          | 4719/? [31:19<00:00,  2.51it/s]
Epoch 0: |          | 4720/? [31:19<00:00,  2.51it/s]
Epoch 0: |          | 4720/? [31:19<00:00,  2.51it/s]
Epoch 0: |          | 4721/? [31:20<00:00,  2.51it/s]
Epoch 0: |          | 4721/? [31:20<00:00,  2.51it/s]
Epoch 0: |          | 4722/? [31:20<00:00,  2.51it/s]
Epoch 0: |          | 4722/? [31:20<00:00,  2.51it/s]
Epoch 0: |          | 4723/? [31:20<00:00,  2.51it/s]
Epoch 0: |          | 4723/? [31:20<00:00,  2.51it/s]
Epoch 0: |          | 4724/? [31:21<00:00,  2.51it/s]
Epoch 0: |          | 4724/? [31:21<00:00,  2.51it/s]
Epoch 0: |          | 4725/? [31:21<00:00,  2.51it/s]
Epoch 0: |          | 4725/? [31:21<00:00,  2.51it/s]
Epoch 0: |          | 4726/? [31:21<00:00,  2.51it/s]
Epoch 0: |          | 4726/? [31:21<00:00,  2.51it/s]
Epoch 0: |          | 4727/? [31:22<00:00,  2.51it/s]
Epoch 0: |          | 4727/? [31:22<00:00,  2.51it/s]
Epoch 0: |          | 4728/? [31:22<00:00,  2.51it/s]
Epoch 0: |          | 4728/? [31:22<00:00,  2.51it/s]
Epoch 0: |          | 4729/? [31:23<00:00,  2.51it/s]
Epoch 0: |          | 4729/? [31:23<00:00,  2.51it/s]
Epoch 0: |          | 4730/? [31:23<00:00,  2.51it/s]
Epoch 0: |          | 4730/? [31:23<00:00,  2.51it/s]
Epoch 0: |          | 4731/? [31:23<00:00,  2.51it/s]
Epoch 0: |          | 4731/? [31:23<00:00,  2.51it/s]
Epoch 0: |          | 4732/? [31:24<00:00,  2.51it/s]
Epoch 0: |          | 4732/? [31:24<00:00,  2.51it/s]
Epoch 0: |          | 4733/? [31:24<00:00,  2.51it/s]
Epoch 0: |          | 4733/? [31:24<00:00,  2.51it/s]
Epoch 0: |          | 4734/? [31:24<00:00,  2.51it/s]
Epoch 0: |          | 4734/? [31:24<00:00,  2.51it/s]
Epoch 0: |          | 4735/? [31:25<00:00,  2.51it/s]
Epoch 0: |          | 4735/? [31:25<00:00,  2.51it/s]
Epoch 0: |          | 4736/? [31:25<00:00,  2.51it/s]
Epoch 0: |          | 4736/? [31:25<00:00,  2.51it/s]
Epoch 0: |          | 4737/? [31:26<00:00,  2.51it/s]
Epoch 0: |          | 4737/? [31:26<00:00,  2.51it/s]
Epoch 0: |          | 4738/? [31:26<00:00,  2.51it/s]
Epoch 0: |          | 4738/? [31:26<00:00,  2.51it/s]
Epoch 0: |          | 4739/? [31:26<00:00,  2.51it/s]
Epoch 0: |          | 4739/? [31:26<00:00,  2.51it/s]
Epoch 0: |          | 4740/? [31:27<00:00,  2.51it/s]
Epoch 0: |          | 4740/? [31:27<00:00,  2.51it/s]
Epoch 0: |          | 4741/? [31:27<00:00,  2.51it/s]
Epoch 0: |          | 4741/? [31:27<00:00,  2.51it/s]
Epoch 0: |          | 4742/? [31:27<00:00,  2.51it/s]
Epoch 0: |          | 4742/? [31:27<00:00,  2.51it/s]
Epoch 0: |          | 4743/? [31:28<00:00,  2.51it/s]
Epoch 0: |          | 4743/? [31:28<00:00,  2.51it/s]
Epoch 0: |          | 4744/? [31:28<00:00,  2.51it/s]
Epoch 0: |          | 4744/? [31:28<00:00,  2.51it/s]
Epoch 0: |          | 4745/? [31:29<00:00,  2.51it/s]
Epoch 0: |          | 4745/? [31:29<00:00,  2.51it/s]
Epoch 0: |          | 4746/? [31:29<00:00,  2.51it/s]
Epoch 0: |          | 4746/? [31:29<00:00,  2.51it/s]
Epoch 0: |          | 4747/? [31:29<00:00,  2.51it/s]
Epoch 0: |          | 4747/? [31:29<00:00,  2.51it/s]
Epoch 0: |          | 4748/? [31:30<00:00,  2.51it/s]
Epoch 0: |          | 4748/? [31:30<00:00,  2.51it/s]
Epoch 0: |          | 4749/? [31:30<00:00,  2.51it/s]
Epoch 0: |          | 4749/? [31:30<00:00,  2.51it/s]
Epoch 0: |          | 4750/? [31:30<00:00,  2.51it/s]
Epoch 0: |          | 4750/? [31:30<00:00,  2.51it/s]
Epoch 0: |          | 4751/? [31:31<00:00,  2.51it/s]
Epoch 0: |          | 4751/? [31:31<00:00,  2.51it/s]
Epoch 0: |          | 4752/? [31:31<00:00,  2.51it/s]
Epoch 0: |          | 4752/? [31:31<00:00,  2.51it/s]
Epoch 0: |          | 4753/? [31:32<00:00,  2.51it/s]
Epoch 0: |          | 4753/? [31:32<00:00,  2.51it/s]
Epoch 0: |          | 4754/? [31:32<00:00,  2.51it/s]
Epoch 0: |          | 4754/? [31:32<00:00,  2.51it/s]
Epoch 0: |          | 4755/? [31:32<00:00,  2.51it/s]
Epoch 0: |          | 4755/? [31:32<00:00,  2.51it/s]
Epoch 0: |          | 4756/? [31:33<00:00,  2.51it/s]
Epoch 0: |          | 4756/? [31:33<00:00,  2.51it/s]
Epoch 0: |          | 4757/? [31:33<00:00,  2.51it/s]
Epoch 0: |          | 4757/? [31:33<00:00,  2.51it/s]
Epoch 0: |          | 4758/? [31:33<00:00,  2.51it/s]
Epoch 0: |          | 4758/? [31:33<00:00,  2.51it/s]
Epoch 0: |          | 4759/? [31:34<00:00,  2.51it/s]
Epoch 0: |          | 4759/? [31:34<00:00,  2.51it/s]
Epoch 0: |          | 4760/? [31:34<00:00,  2.51it/s]
Epoch 0: |          | 4760/? [31:34<00:00,  2.51it/s]
Epoch 0: |          | 4761/? [31:35<00:00,  2.51it/s]
Epoch 0: |          | 4761/? [31:35<00:00,  2.51it/s]
Epoch 0: |          | 4762/? [31:35<00:00,  2.51it/s]
Epoch 0: |          | 4762/? [31:35<00:00,  2.51it/s]
Epoch 0: |          | 4763/? [31:35<00:00,  2.51it/s]
Epoch 0: |          | 4763/? [31:35<00:00,  2.51it/s]
Epoch 0: |          | 4764/? [31:36<00:00,  2.51it/s]
Epoch 0: |          | 4764/? [31:36<00:00,  2.51it/s]
Epoch 0: |          | 4765/? [31:36<00:00,  2.51it/s]
Epoch 0: |          | 4765/? [31:36<00:00,  2.51it/s]
Epoch 0: |          | 4766/? [31:36<00:00,  2.51it/s]
Epoch 0: |          | 4766/? [31:36<00:00,  2.51it/s]
Epoch 0: |          | 4767/? [31:37<00:00,  2.51it/s]
Epoch 0: |          | 4767/? [31:37<00:00,  2.51it/s]
Epoch 0: |          | 4768/? [31:37<00:00,  2.51it/s]
Epoch 0: |          | 4768/? [31:37<00:00,  2.51it/s]
Epoch 0: |          | 4769/? [31:38<00:00,  2.51it/s]
Epoch 0: |          | 4769/? [31:38<00:00,  2.51it/s]
Epoch 0: |          | 4770/? [31:38<00:00,  2.51it/s]
Epoch 0: |          | 4770/? [31:38<00:00,  2.51it/s]
Epoch 0: |          | 4771/? [31:38<00:00,  2.51it/s]
Epoch 0: |          | 4771/? [31:38<00:00,  2.51it/s]
Epoch 0: |          | 4772/? [31:39<00:00,  2.51it/s]
Epoch 0: |          | 4772/? [31:39<00:00,  2.51it/s]
Epoch 0: |          | 4773/? [31:39<00:00,  2.51it/s]
Epoch 0: |          | 4773/? [31:39<00:00,  2.51it/s]
Epoch 0: |          | 4774/? [31:39<00:00,  2.51it/s]
Epoch 0: |          | 4774/? [31:39<00:00,  2.51it/s]
Epoch 0: |          | 4775/? [31:40<00:00,  2.51it/s]
Epoch 0: |          | 4775/? [31:40<00:00,  2.51it/s]
Epoch 0: |          | 4776/? [31:40<00:00,  2.51it/s]
Epoch 0: |          | 4776/? [31:40<00:00,  2.51it/s]
Epoch 0: |          | 4777/? [31:41<00:00,  2.51it/s]
Epoch 0: |          | 4777/? [31:41<00:00,  2.51it/s]
Epoch 0: |          | 4778/? [31:41<00:00,  2.51it/s]
Epoch 0: |          | 4778/? [31:41<00:00,  2.51it/s]
Epoch 0: |          | 4779/? [31:41<00:00,  2.51it/s]
Epoch 0: |          | 4779/? [31:41<00:00,  2.51it/s]
Epoch 0: |          | 4780/? [31:42<00:00,  2.51it/s]
Epoch 0: |          | 4780/? [31:42<00:00,  2.51it/s]
Epoch 0: |          | 4781/? [31:42<00:00,  2.51it/s]
Epoch 0: |          | 4781/? [31:42<00:00,  2.51it/s]
Epoch 0: |          | 4782/? [31:42<00:00,  2.51it/s]
Epoch 0: |          | 4782/? [31:42<00:00,  2.51it/s]
Epoch 0: |          | 4783/? [31:43<00:00,  2.51it/s]
Epoch 0: |          | 4783/? [31:43<00:00,  2.51it/s]
Epoch 0: |          | 4784/? [31:43<00:00,  2.51it/s]
Epoch 0: |          | 4784/? [31:43<00:00,  2.51it/s]
Epoch 0: |          | 4785/? [31:44<00:00,  2.51it/s]
Epoch 0: |          | 4785/? [31:44<00:00,  2.51it/s]
Epoch 0: |          | 4786/? [31:44<00:00,  2.51it/s]
Epoch 0: |          | 4786/? [31:44<00:00,  2.51it/s]
Epoch 0: |          | 4787/? [31:44<00:00,  2.51it/s]
Epoch 0: |          | 4787/? [31:44<00:00,  2.51it/s]
Epoch 0: |          | 4788/? [31:45<00:00,  2.51it/s]
Epoch 0: |          | 4788/? [31:45<00:00,  2.51it/s]
Epoch 0: |          | 4789/? [31:45<00:00,  2.51it/s]
Epoch 0: |          | 4789/? [31:45<00:00,  2.51it/s]
Epoch 0: |          | 4790/? [31:45<00:00,  2.51it/s]
Epoch 0: |          | 4790/? [31:45<00:00,  2.51it/s]
Epoch 0: |          | 4791/? [31:46<00:00,  2.51it/s]
Epoch 0: |          | 4791/? [31:46<00:00,  2.51it/s]
Epoch 0: |          | 4792/? [31:46<00:00,  2.51it/s]
Epoch 0: |          | 4792/? [31:46<00:00,  2.51it/s]
Epoch 0: |          | 4793/? [31:47<00:00,  2.51it/s]
Epoch 0: |          | 4793/? [31:47<00:00,  2.51it/s]
Epoch 0: |          | 4794/? [31:47<00:00,  2.51it/s]
Epoch 0: |          | 4794/? [31:47<00:00,  2.51it/s]
Epoch 0: |          | 4795/? [31:47<00:00,  2.51it/s]
Epoch 0: |          | 4795/? [31:47<00:00,  2.51it/s]
Epoch 0: |          | 4796/? [31:48<00:00,  2.51it/s]
Epoch 0: |          | 4796/? [31:48<00:00,  2.51it/s]
Epoch 0: |          | 4797/? [31:48<00:00,  2.51it/s]
Epoch 0: |          | 4797/? [31:48<00:00,  2.51it/s]
Epoch 0: |          | 4798/? [31:48<00:00,  2.51it/s]
Epoch 0: |          | 4798/? [31:48<00:00,  2.51it/s]
Epoch 0: |          | 4799/? [31:49<00:00,  2.51it/s]
Epoch 0: |          | 4799/? [31:49<00:00,  2.51it/s]
Epoch 0: |          | 4800/? [31:49<00:00,  2.51it/s]
Epoch 0: |          | 4800/? [31:49<00:00,  2.51it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  8.57it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.98it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.95it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.15it/s]

Epoch 0: |          | 4800/? [31:50<00:00,  2.51it/s]
Epoch 0: |          | 4801/? [31:50<00:00,  2.51it/s]
Epoch 0: |          | 4801/? [31:50<00:00,  2.51it/s]
Epoch 0: |          | 4802/? [31:50<00:00,  2.51it/s]
Epoch 0: |          | 4802/? [31:50<00:00,  2.51it/s]
Epoch 0: |          | 4803/? [31:51<00:00,  2.51it/s]
Epoch 0: |          | 4803/? [31:51<00:00,  2.51it/s]
Epoch 0: |          | 4804/? [31:51<00:00,  2.51it/s]
Epoch 0: |          | 4804/? [31:51<00:00,  2.51it/s]
Epoch 0: |          | 4805/? [31:51<00:00,  2.51it/s]
Epoch 0: |          | 4805/? [31:51<00:00,  2.51it/s]
Epoch 0: |          | 4806/? [31:52<00:00,  2.51it/s]
Epoch 0: |          | 4806/? [31:52<00:00,  2.51it/s]
Epoch 0: |          | 4807/? [31:52<00:00,  2.51it/s]
Epoch 0: |          | 4807/? [31:52<00:00,  2.51it/s]
Epoch 0: |          | 4808/? [31:53<00:00,  2.51it/s]
Epoch 0: |          | 4808/? [31:53<00:00,  2.51it/s]
Epoch 0: |          | 4809/? [31:53<00:00,  2.51it/s]
Epoch 0: |          | 4809/? [31:53<00:00,  2.51it/s]
Epoch 0: |          | 4810/? [31:53<00:00,  2.51it/s]
Epoch 0: |          | 4810/? [31:53<00:00,  2.51it/s]
Epoch 0: |          | 4811/? [31:54<00:00,  2.51it/s]
Epoch 0: |          | 4811/? [31:54<00:00,  2.51it/s]
Epoch 0: |          | 4812/? [31:54<00:00,  2.51it/s]
Epoch 0: |          | 4812/? [31:54<00:00,  2.51it/s]
Epoch 0: |          | 4813/? [31:54<00:00,  2.51it/s]
Epoch 0: |          | 4813/? [31:54<00:00,  2.51it/s]
Epoch 0: |          | 4814/? [31:55<00:00,  2.51it/s]
Epoch 0: |          | 4814/? [31:55<00:00,  2.51it/s]
Epoch 0: |          | 4815/? [31:55<00:00,  2.51it/s]
Epoch 0: |          | 4815/? [31:55<00:00,  2.51it/s]
Epoch 0: |          | 4816/? [31:56<00:00,  2.51it/s]
Epoch 0: |          | 4816/? [31:56<00:00,  2.51it/s]
Epoch 0: |          | 4817/? [31:56<00:00,  2.51it/s]
Epoch 0: |          | 4817/? [31:56<00:00,  2.51it/s]
Epoch 0: |          | 4818/? [31:56<00:00,  2.51it/s]
Epoch 0: |          | 4818/? [31:56<00:00,  2.51it/s]
Epoch 0: |          | 4819/? [31:57<00:00,  2.51it/s]
Epoch 0: |          | 4819/? [31:57<00:00,  2.51it/s]
Epoch 0: |          | 4820/? [31:57<00:00,  2.51it/s]
Epoch 0: |          | 4820/? [31:57<00:00,  2.51it/s]
Epoch 0: |          | 4821/? [31:57<00:00,  2.51it/s]
Epoch 0: |          | 4821/? [31:57<00:00,  2.51it/s]
Epoch 0: |          | 4822/? [31:58<00:00,  2.51it/s]
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Epoch 0: |          | 4823/? [31:58<00:00,  2.51it/s]
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Epoch 0: |          | 4824/? [31:59<00:00,  2.51it/s]
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Epoch 0: |          | 4825/? [31:59<00:00,  2.51it/s]
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Epoch 0: |          | 4826/? [31:59<00:00,  2.51it/s]
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Epoch 0: |          | 4827/? [32:00<00:00,  2.51it/s]
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Epoch 0: |          | 4828/? [32:00<00:00,  2.51it/s]
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Epoch 0: |          | 4829/? [32:00<00:00,  2.51it/s]
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Epoch 0: |          | 4830/? [32:01<00:00,  2.51it/s]
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Epoch 0: |          | 4831/? [32:01<00:00,  2.51it/s]
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Epoch 0: |          | 4832/? [32:02<00:00,  2.51it/s]
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Epoch 0: |          | 4833/? [32:02<00:00,  2.51it/s]
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Epoch 0: |          | 4834/? [32:02<00:00,  2.51it/s]
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Epoch 0: |          | 4835/? [32:03<00:00,  2.51it/s]
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Epoch 0: |          | 4836/? [32:03<00:00,  2.51it/s]
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Epoch 0: |          | 4837/? [32:03<00:00,  2.51it/s]
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Epoch 0: |          | 4838/? [32:04<00:00,  2.51it/s]
Epoch 0: |          | 4838/? [32:04<00:00,  2.51it/s]
Epoch 0: |          | 4839/? [32:04<00:00,  2.51it/s]
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Epoch 0: |          | 4840/? [32:05<00:00,  2.51it/s]
Epoch 0: |          | 4840/? [32:05<00:00,  2.51it/s]
Epoch 0: |          | 4841/? [32:05<00:00,  2.51it/s]
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Epoch 0: |          | 4842/? [32:05<00:00,  2.51it/s]
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Epoch 0: |          | 4843/? [32:06<00:00,  2.51it/s]
Epoch 0: |          | 4843/? [32:06<00:00,  2.51it/s]
Epoch 0: |          | 4844/? [32:06<00:00,  2.51it/s]
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Epoch 0: |          | 4845/? [32:06<00:00,  2.51it/s]
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Epoch 0: |          | 4846/? [32:07<00:00,  2.51it/s]
Epoch 0: |          | 4846/? [32:07<00:00,  2.51it/s]
Epoch 0: |          | 4847/? [32:07<00:00,  2.51it/s]
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Epoch 0: |          | 4848/? [32:08<00:00,  2.51it/s]
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Epoch 0: |          | 4849/? [32:08<00:00,  2.51it/s]
Epoch 0: |          | 4849/? [32:08<00:00,  2.51it/s]
Epoch 0: |          | 4850/? [32:08<00:00,  2.51it/s]
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Epoch 0: |          | 4851/? [32:09<00:00,  2.51it/s]
Epoch 0: |          | 4851/? [32:09<00:00,  2.51it/s]
Epoch 0: |          | 4852/? [32:09<00:00,  2.51it/s]
Epoch 0: |          | 4852/? [32:09<00:00,  2.51it/s]
Epoch 0: |          | 4853/? [32:09<00:00,  2.51it/s]
Epoch 0: |          | 4853/? [32:09<00:00,  2.51it/s]
Epoch 0: |          | 4854/? [32:10<00:00,  2.51it/s]
Epoch 0: |          | 4854/? [32:10<00:00,  2.51it/s]
Epoch 0: |          | 4855/? [32:10<00:00,  2.51it/s]
Epoch 0: |          | 4855/? [32:10<00:00,  2.51it/s]
Epoch 0: |          | 4856/? [32:11<00:00,  2.51it/s]
Epoch 0: |          | 4856/? [32:11<00:00,  2.51it/s]
Epoch 0: |          | 4857/? [32:11<00:00,  2.51it/s]
Epoch 0: |          | 4857/? [32:11<00:00,  2.51it/s]
Epoch 0: |          | 4858/? [32:11<00:00,  2.51it/s]
Epoch 0: |          | 4858/? [32:11<00:00,  2.51it/s]
Epoch 0: |          | 4859/? [32:12<00:00,  2.51it/s]
Epoch 0: |          | 4859/? [32:12<00:00,  2.51it/s]
Epoch 0: |          | 4860/? [32:12<00:00,  2.51it/s]
Epoch 0: |          | 4860/? [32:12<00:00,  2.51it/s]
Epoch 0: |          | 4861/? [32:12<00:00,  2.51it/s]
Epoch 0: |          | 4861/? [32:12<00:00,  2.51it/s]
Epoch 0: |          | 4862/? [32:13<00:00,  2.51it/s]
Epoch 0: |          | 4862/? [32:13<00:00,  2.51it/s]
Epoch 0: |          | 4863/? [32:13<00:00,  2.51it/s]
Epoch 0: |          | 4863/? [32:13<00:00,  2.51it/s]
Epoch 0: |          | 4864/? [32:14<00:00,  2.51it/s]
Epoch 0: |          | 4864/? [32:14<00:00,  2.51it/s]
Epoch 0: |          | 4865/? [32:14<00:00,  2.51it/s]
Epoch 0: |          | 4865/? [32:14<00:00,  2.51it/s]
Epoch 0: |          | 4866/? [32:14<00:00,  2.51it/s]
Epoch 0: |          | 4866/? [32:14<00:00,  2.51it/s]
Epoch 0: |          | 4867/? [32:15<00:00,  2.51it/s]
Epoch 0: |          | 4867/? [32:15<00:00,  2.51it/s]
Epoch 0: |          | 4868/? [32:15<00:00,  2.51it/s]
Epoch 0: |          | 4868/? [32:15<00:00,  2.51it/s]
Epoch 0: |          | 4869/? [32:15<00:00,  2.51it/s]
Epoch 0: |          | 4869/? [32:15<00:00,  2.51it/s]
Epoch 0: |          | 4870/? [32:16<00:00,  2.52it/s]
Epoch 0: |          | 4870/? [32:16<00:00,  2.52it/s]
Epoch 0: |          | 4871/? [32:16<00:00,  2.52it/s]
Epoch 0: |          | 4871/? [32:16<00:00,  2.52it/s]
Epoch 0: |          | 4872/? [32:17<00:00,  2.52it/s]
Epoch 0: |          | 4872/? [32:17<00:00,  2.52it/s]
Epoch 0: |          | 4873/? [32:17<00:00,  2.52it/s]
Epoch 0: |          | 4873/? [32:17<00:00,  2.52it/s]
Epoch 0: |          | 4874/? [32:17<00:00,  2.52it/s]
Epoch 0: |          | 4874/? [32:17<00:00,  2.52it/s]
Epoch 0: |          | 4875/? [32:18<00:00,  2.52it/s]
Epoch 0: |          | 4875/? [32:18<00:00,  2.52it/s]
Epoch 0: |          | 4876/? [32:18<00:00,  2.52it/s]
Epoch 0: |          | 4876/? [32:18<00:00,  2.52it/s]
Epoch 0: |          | 4877/? [32:18<00:00,  2.52it/s]
Epoch 0: |          | 4877/? [32:18<00:00,  2.52it/s]
Epoch 0: |          | 4878/? [32:19<00:00,  2.52it/s]
Epoch 0: |          | 4878/? [32:19<00:00,  2.52it/s]
Epoch 0: |          | 4879/? [32:19<00:00,  2.52it/s]
Epoch 0: |          | 4879/? [32:19<00:00,  2.52it/s]
Epoch 0: |          | 4880/? [32:20<00:00,  2.52it/s]
Epoch 0: |          | 4880/? [32:20<00:00,  2.52it/s]
Epoch 0: |          | 4881/? [32:20<00:00,  2.52it/s]
Epoch 0: |          | 4881/? [32:20<00:00,  2.52it/s]
Epoch 0: |          | 4882/? [32:20<00:00,  2.52it/s]
Epoch 0: |          | 4882/? [32:20<00:00,  2.52it/s]
Epoch 0: |          | 4883/? [32:21<00:00,  2.52it/s]
Epoch 0: |          | 4883/? [32:21<00:00,  2.52it/s]
Epoch 0: |          | 4884/? [32:21<00:00,  2.52it/s]
Epoch 0: |          | 4884/? [32:21<00:00,  2.52it/s]
Epoch 0: |          | 4885/? [32:21<00:00,  2.52it/s]
Epoch 0: |          | 4885/? [32:21<00:00,  2.52it/s]
Epoch 0: |          | 4886/? [32:22<00:00,  2.52it/s]
Epoch 0: |          | 4886/? [32:22<00:00,  2.52it/s]
Epoch 0: |          | 4887/? [32:22<00:00,  2.52it/s]
Epoch 0: |          | 4887/? [32:22<00:00,  2.52it/s]
Epoch 0: |          | 4888/? [32:23<00:00,  2.52it/s]
Epoch 0: |          | 4888/? [32:23<00:00,  2.52it/s]
Epoch 0: |          | 4889/? [32:23<00:00,  2.52it/s]
Epoch 0: |          | 4889/? [32:23<00:00,  2.52it/s]
Epoch 0: |          | 4890/? [32:23<00:00,  2.52it/s]
Epoch 0: |          | 4890/? [32:23<00:00,  2.52it/s]
Epoch 0: |          | 4891/? [32:24<00:00,  2.52it/s]
Epoch 0: |          | 4891/? [32:24<00:00,  2.52it/s]
Epoch 0: |          | 4892/? [32:24<00:00,  2.52it/s]
Epoch 0: |          | 4892/? [32:24<00:00,  2.52it/s]
Epoch 0: |          | 4893/? [32:24<00:00,  2.52it/s]
Epoch 0: |          | 4893/? [32:24<00:00,  2.52it/s]
Epoch 0: |          | 4894/? [32:25<00:00,  2.52it/s]
Epoch 0: |          | 4894/? [32:25<00:00,  2.52it/s]
Epoch 0: |          | 4895/? [32:25<00:00,  2.52it/s]
Epoch 0: |          | 4895/? [32:25<00:00,  2.52it/s]
Epoch 0: |          | 4896/? [32:26<00:00,  2.52it/s]
Epoch 0: |          | 4896/? [32:26<00:00,  2.52it/s]
Epoch 0: |          | 4897/? [32:26<00:00,  2.52it/s]
Epoch 0: |          | 4897/? [32:26<00:00,  2.52it/s]
Epoch 0: |          | 4898/? [32:26<00:00,  2.52it/s]
Epoch 0: |          | 4898/? [32:26<00:00,  2.52it/s]
Epoch 0: |          | 4899/? [32:27<00:00,  2.52it/s]
Epoch 0: |          | 4899/? [32:27<00:00,  2.52it/s]
Epoch 0: |          | 4900/? [32:27<00:00,  2.52it/s]
Epoch 0: |          | 4900/? [32:27<00:00,  2.52it/s]
Epoch 0: |          | 4901/? [32:27<00:00,  2.52it/s]
Epoch 0: |          | 4901/? [32:27<00:00,  2.52it/s]
Epoch 0: |          | 4902/? [32:28<00:00,  2.52it/s]
Epoch 0: |          | 4902/? [32:28<00:00,  2.52it/s]
Epoch 0: |          | 4903/? [32:28<00:00,  2.52it/s]
Epoch 0: |          | 4903/? [32:28<00:00,  2.52it/s]
Epoch 0: |          | 4904/? [32:29<00:00,  2.52it/s]
Epoch 0: |          | 4904/? [32:29<00:00,  2.52it/s]
Epoch 0: |          | 4905/? [32:29<00:00,  2.52it/s]
Epoch 0: |          | 4905/? [32:29<00:00,  2.52it/s]
Epoch 0: |          | 4906/? [32:29<00:00,  2.52it/s]
Epoch 0: |          | 4906/? [32:29<00:00,  2.52it/s]
Epoch 0: |          | 4907/? [32:30<00:00,  2.52it/s]
Epoch 0: |          | 4907/? [32:30<00:00,  2.52it/s]
Epoch 0: |          | 4908/? [32:30<00:00,  2.52it/s]
Epoch 0: |          | 4908/? [32:30<00:00,  2.52it/s]
Epoch 0: |          | 4909/? [32:30<00:00,  2.52it/s]
Epoch 0: |          | 4909/? [32:30<00:00,  2.52it/s]
Epoch 0: |          | 4910/? [32:31<00:00,  2.52it/s]
Epoch 0: |          | 4910/? [32:31<00:00,  2.52it/s]
Epoch 0: |          | 4911/? [32:31<00:00,  2.52it/s]
Epoch 0: |          | 4911/? [32:31<00:00,  2.52it/s]
Epoch 0: |          | 4912/? [32:32<00:00,  2.52it/s]
Epoch 0: |          | 4912/? [32:32<00:00,  2.52it/s]
Epoch 0: |          | 4913/? [32:32<00:00,  2.52it/s]
Epoch 0: |          | 4913/? [32:32<00:00,  2.52it/s]
Epoch 0: |          | 4914/? [32:32<00:00,  2.52it/s]
Epoch 0: |          | 4914/? [32:32<00:00,  2.52it/s]
Epoch 0: |          | 4915/? [32:33<00:00,  2.52it/s]
Epoch 0: |          | 4915/? [32:33<00:00,  2.52it/s]
Epoch 0: |          | 4916/? [32:33<00:00,  2.52it/s]
Epoch 0: |          | 4916/? [32:33<00:00,  2.52it/s]
Epoch 0: |          | 4917/? [32:34<00:00,  2.52it/s]
Epoch 0: |          | 4917/? [32:34<00:00,  2.52it/s]
Epoch 0: |          | 4918/? [32:34<00:00,  2.52it/s]
Epoch 0: |          | 4918/? [32:34<00:00,  2.52it/s]
Epoch 0: |          | 4919/? [32:34<00:00,  2.52it/s]
Epoch 0: |          | 4919/? [32:34<00:00,  2.52it/s]
Epoch 0: |          | 4920/? [32:35<00:00,  2.52it/s]
Epoch 0: |          | 4920/? [32:35<00:00,  2.52it/s]
Epoch 0: |          | 4921/? [32:35<00:00,  2.52it/s]
Epoch 0: |          | 4921/? [32:35<00:00,  2.52it/s]
Epoch 0: |          | 4922/? [32:35<00:00,  2.52it/s]
Epoch 0: |          | 4922/? [32:35<00:00,  2.52it/s]
Epoch 0: |          | 4923/? [32:36<00:00,  2.52it/s]
Epoch 0: |          | 4923/? [32:36<00:00,  2.52it/s]
Epoch 0: |          | 4924/? [32:36<00:00,  2.52it/s]
Epoch 0: |          | 4924/? [32:36<00:00,  2.52it/s]
Epoch 0: |          | 4925/? [32:37<00:00,  2.52it/s]
Epoch 0: |          | 4925/? [32:37<00:00,  2.52it/s]
Epoch 0: |          | 4926/? [32:37<00:00,  2.52it/s]
Epoch 0: |          | 4926/? [32:37<00:00,  2.52it/s]
Epoch 0: |          | 4927/? [32:37<00:00,  2.52it/s]
Epoch 0: |          | 4927/? [32:37<00:00,  2.52it/s]
Epoch 0: |          | 4928/? [32:38<00:00,  2.52it/s]
Epoch 0: |          | 4928/? [32:38<00:00,  2.52it/s]
Epoch 0: |          | 4929/? [32:38<00:00,  2.52it/s]
Epoch 0: |          | 4929/? [32:38<00:00,  2.52it/s]
Epoch 0: |          | 4930/? [32:38<00:00,  2.52it/s]
Epoch 0: |          | 4930/? [32:38<00:00,  2.52it/s]
Epoch 0: |          | 4931/? [32:39<00:00,  2.52it/s]
Epoch 0: |          | 4931/? [32:39<00:00,  2.52it/s]
Epoch 0: |          | 4932/? [32:39<00:00,  2.52it/s]
Epoch 0: |          | 4932/? [32:39<00:00,  2.52it/s]
Epoch 0: |          | 4933/? [32:40<00:00,  2.52it/s]
Epoch 0: |          | 4933/? [32:40<00:00,  2.52it/s]
Epoch 0: |          | 4934/? [32:40<00:00,  2.52it/s]
Epoch 0: |          | 4934/? [32:40<00:00,  2.52it/s]
Epoch 0: |          | 4935/? [32:40<00:00,  2.52it/s]
Epoch 0: |          | 4935/? [32:40<00:00,  2.52it/s]
Epoch 0: |          | 4936/? [32:41<00:00,  2.52it/s]
Epoch 0: |          | 4936/? [32:41<00:00,  2.52it/s]
Epoch 0: |          | 4937/? [32:41<00:00,  2.52it/s]
Epoch 0: |          | 4937/? [32:41<00:00,  2.52it/s]
Epoch 0: |          | 4938/? [32:41<00:00,  2.52it/s]
Epoch 0: |          | 4938/? [32:41<00:00,  2.52it/s]
Epoch 0: |          | 4939/? [32:42<00:00,  2.52it/s]
Epoch 0: |          | 4939/? [32:42<00:00,  2.52it/s]
Epoch 0: |          | 4940/? [32:42<00:00,  2.52it/s]
Epoch 0: |          | 4940/? [32:42<00:00,  2.52it/s]
Epoch 0: |          | 4941/? [32:42<00:00,  2.52it/s]
Epoch 0: |          | 4941/? [32:42<00:00,  2.52it/s]
Epoch 0: |          | 4942/? [32:43<00:00,  2.52it/s]
Epoch 0: |          | 4942/? [32:43<00:00,  2.52it/s]
Epoch 0: |          | 4943/? [32:43<00:00,  2.52it/s]
Epoch 0: |          | 4943/? [32:43<00:00,  2.52it/s]
Epoch 0: |          | 4944/? [32:44<00:00,  2.52it/s]
Epoch 0: |          | 4944/? [32:44<00:00,  2.52it/s]
Epoch 0: |          | 4945/? [32:44<00:00,  2.52it/s]
Epoch 0: |          | 4945/? [32:44<00:00,  2.52it/s]
Epoch 0: |          | 4946/? [32:44<00:00,  2.52it/s]
Epoch 0: |          | 4946/? [32:44<00:00,  2.52it/s]
Epoch 0: |          | 4947/? [32:45<00:00,  2.52it/s]
Epoch 0: |          | 4947/? [32:45<00:00,  2.52it/s]
Epoch 0: |          | 4948/? [32:45<00:00,  2.52it/s]
Epoch 0: |          | 4948/? [32:45<00:00,  2.52it/s]
Epoch 0: |          | 4949/? [32:45<00:00,  2.52it/s]
Epoch 0: |          | 4949/? [32:45<00:00,  2.52it/s]
Epoch 0: |          | 4950/? [32:46<00:00,  2.52it/s]
Epoch 0: |          | 4950/? [32:46<00:00,  2.52it/s]
Epoch 0: |          | 4951/? [32:46<00:00,  2.52it/s]
Epoch 0: |          | 4951/? [32:46<00:00,  2.52it/s]
Epoch 0: |          | 4952/? [32:47<00:00,  2.52it/s]
Epoch 0: |          | 4952/? [32:47<00:00,  2.52it/s]
Epoch 0: |          | 4953/? [32:47<00:00,  2.52it/s]
Epoch 0: |          | 4953/? [32:47<00:00,  2.52it/s]
Epoch 0: |          | 4954/? [32:47<00:00,  2.52it/s]
Epoch 0: |          | 4954/? [32:47<00:00,  2.52it/s]
Epoch 0: |          | 4955/? [32:48<00:00,  2.52it/s]
Epoch 0: |          | 4955/? [32:48<00:00,  2.52it/s]
Epoch 0: |          | 4956/? [32:48<00:00,  2.52it/s]
Epoch 0: |          | 4956/? [32:48<00:00,  2.52it/s]
Epoch 0: |          | 4957/? [32:48<00:00,  2.52it/s]
Epoch 0: |          | 4957/? [32:48<00:00,  2.52it/s]
Epoch 0: |          | 4958/? [32:49<00:00,  2.52it/s]
Epoch 0: |          | 4958/? [32:49<00:00,  2.52it/s]
Epoch 0: |          | 4959/? [32:49<00:00,  2.52it/s]
Epoch 0: |          | 4959/? [32:49<00:00,  2.52it/s]
Epoch 0: |          | 4960/? [32:50<00:00,  2.52it/s]
Epoch 0: |          | 4960/? [32:50<00:00,  2.52it/s]
Epoch 0: |          | 4961/? [32:50<00:00,  2.52it/s]
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Epoch 0: |          | 4962/? [32:50<00:00,  2.52it/s]
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Epoch 0: |          | 4963/? [32:51<00:00,  2.52it/s]
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Epoch 0: |          | 4964/? [32:51<00:00,  2.52it/s]
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Epoch 0: |          | 4966/? [32:52<00:00,  2.52it/s]
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Epoch 0: |          | 4967/? [32:52<00:00,  2.52it/s]
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Epoch 0: |          | 4968/? [32:53<00:00,  2.52it/s]
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Epoch 0: |          | 4969/? [32:53<00:00,  2.52it/s]
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Epoch 0: |          | 4970/? [32:53<00:00,  2.52it/s]
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Epoch 0: |          | 4971/? [32:54<00:00,  2.52it/s]
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Epoch 0: |          | 4972/? [32:54<00:00,  2.52it/s]
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Epoch 0: |          | 4973/? [32:55<00:00,  2.52it/s]
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Epoch 0: |          | 4974/? [32:55<00:00,  2.52it/s]
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Epoch 0: |          | 4975/? [32:55<00:00,  2.52it/s]
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Epoch 0: |          | 4976/? [32:56<00:00,  2.52it/s]
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Epoch 0: |          | 4977/? [32:56<00:00,  2.52it/s]
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Epoch 0: |          | 4978/? [32:56<00:00,  2.52it/s]
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Epoch 0: |          | 4979/? [32:57<00:00,  2.52it/s]
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Epoch 0: |          | 4980/? [32:57<00:00,  2.52it/s]
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Epoch 0: |          | 4981/? [32:58<00:00,  2.52it/s]
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Epoch 0: |          | 4982/? [32:58<00:00,  2.52it/s]
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Epoch 0: |          | 4983/? [32:58<00:00,  2.52it/s]
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Epoch 0: |          | 4984/? [32:59<00:00,  2.52it/s]
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Epoch 0: |          | 4985/? [32:59<00:00,  2.52it/s]
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Epoch 0: |          | 4986/? [32:59<00:00,  2.52it/s]
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Epoch 0: |          | 4987/? [33:00<00:00,  2.52it/s]
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Epoch 0: |          | 4989/? [33:01<00:00,  2.52it/s]
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Epoch 0: |          | 4990/? [33:01<00:00,  2.52it/s]
Epoch 0: |          | 4990/? [33:01<00:00,  2.52it/s]
Epoch 0: |          | 4991/? [33:01<00:00,  2.52it/s]
Epoch 0: |          | 4991/? [33:01<00:00,  2.52it/s]
Epoch 0: |          | 4992/? [33:02<00:00,  2.52it/s]
Epoch 0: |          | 4992/? [33:02<00:00,  2.52it/s]
Epoch 0: |          | 4993/? [33:02<00:00,  2.52it/s]
Epoch 0: |          | 4993/? [33:02<00:00,  2.52it/s]
Epoch 0: |          | 4994/? [33:02<00:00,  2.52it/s]
Epoch 0: |          | 4994/? [33:02<00:00,  2.52it/s]
Epoch 0: |          | 4995/? [33:03<00:00,  2.52it/s]
Epoch 0: |          | 4995/? [33:03<00:00,  2.52it/s]
Epoch 0: |          | 4996/? [33:03<00:00,  2.52it/s]
Epoch 0: |          | 4996/? [33:03<00:00,  2.52it/s]
Epoch 0: |          | 4997/? [33:04<00:00,  2.52it/s]
Epoch 0: |          | 4997/? [33:04<00:00,  2.52it/s]
Epoch 0: |          | 4998/? [33:04<00:00,  2.52it/s]
Epoch 0: |          | 4998/? [33:04<00:00,  2.52it/s]
Epoch 0: |          | 4999/? [33:04<00:00,  2.52it/s]
Epoch 0: |          | 4999/? [33:04<00:00,  2.52it/s]
Epoch 0: |          | 5000/? [33:05<00:00,  2.52it/s]
Epoch 0: |          | 5000/? [33:05<00:00,  2.52it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  8.33it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.66it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.70it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.68it/s]

Epoch 0: |          | 5000/? [33:05<00:00,  2.52it/s]
Epoch 0: |          | 5001/? [33:06<00:00,  2.52it/s]
Epoch 0: |          | 5001/? [33:06<00:00,  2.52it/s]
Epoch 0: |          | 5002/? [33:06<00:00,  2.52it/s]
Epoch 0: |          | 5002/? [33:06<00:00,  2.52it/s]
Epoch 0: |          | 5003/? [33:06<00:00,  2.52it/s]
Epoch 0: |          | 5003/? [33:06<00:00,  2.52it/s]
Epoch 0: |          | 5004/? [33:07<00:00,  2.52it/s]
Epoch 0: |          | 5004/? [33:07<00:00,  2.52it/s]
Epoch 0: |          | 5005/? [33:07<00:00,  2.52it/s]
Epoch 0: |          | 5005/? [33:07<00:00,  2.52it/s]
Epoch 0: |          | 5006/? [33:07<00:00,  2.52it/s]
Epoch 0: |          | 5006/? [33:07<00:00,  2.52it/s]
Epoch 0: |          | 5007/? [33:08<00:00,  2.52it/s]
Epoch 0: |          | 5007/? [33:08<00:00,  2.52it/s]
Epoch 0: |          | 5008/? [33:08<00:00,  2.52it/s]
Epoch 0: |          | 5008/? [33:08<00:00,  2.52it/s]
Epoch 0: |          | 5009/? [33:08<00:00,  2.52it/s]
Epoch 0: |          | 5009/? [33:08<00:00,  2.52it/s]
Epoch 0: |          | 5010/? [33:09<00:00,  2.52it/s]
Epoch 0: |          | 5010/? [33:09<00:00,  2.52it/s]
Epoch 0: |          | 5011/? [33:09<00:00,  2.52it/s]
Epoch 0: |          | 5011/? [33:09<00:00,  2.52it/s]
Epoch 0: |          | 5012/? [33:09<00:00,  2.52it/s]
Epoch 0: |          | 5012/? [33:09<00:00,  2.52it/s]
Epoch 0: |          | 5013/? [33:10<00:00,  2.52it/s]
Epoch 0: |          | 5013/? [33:10<00:00,  2.52it/s]
Epoch 0: |          | 5014/? [33:10<00:00,  2.52it/s]
Epoch 0: |          | 5014/? [33:10<00:00,  2.52it/s]
Epoch 0: |          | 5015/? [33:10<00:00,  2.52it/s]
Epoch 0: |          | 5015/? [33:10<00:00,  2.52it/s]
Epoch 0: |          | 5016/? [33:11<00:00,  2.52it/s]
Epoch 0: |          | 5016/? [33:11<00:00,  2.52it/s]
Epoch 0: |          | 5017/? [33:11<00:00,  2.52it/s]
Epoch 0: |          | 5017/? [33:11<00:00,  2.52it/s]
Epoch 0: |          | 5018/? [33:11<00:00,  2.52it/s]
Epoch 0: |          | 5018/? [33:11<00:00,  2.52it/s]
Epoch 0: |          | 5019/? [33:12<00:00,  2.52it/s]
Epoch 0: |          | 5019/? [33:12<00:00,  2.52it/s]
Epoch 0: |          | 5020/? [33:12<00:00,  2.52it/s]
Epoch 0: |          | 5020/? [33:12<00:00,  2.52it/s]
Epoch 0: |          | 5021/? [33:12<00:00,  2.52it/s]
Epoch 0: |          | 5021/? [33:12<00:00,  2.52it/s]
Epoch 0: |          | 5022/? [33:13<00:00,  2.52it/s]
Epoch 0: |          | 5022/? [33:13<00:00,  2.52it/s]
Epoch 0: |          | 5023/? [33:13<00:00,  2.52it/s]
Epoch 0: |          | 5023/? [33:13<00:00,  2.52it/s]
Epoch 0: |          | 5024/? [33:13<00:00,  2.52it/s]
Epoch 0: |          | 5024/? [33:13<00:00,  2.52it/s]
Epoch 0: |          | 5025/? [33:14<00:00,  2.52it/s]
Epoch 0: |          | 5025/? [33:14<00:00,  2.52it/s]
Epoch 0: |          | 5026/? [33:14<00:00,  2.52it/s]
Epoch 0: |          | 5026/? [33:14<00:00,  2.52it/s]
Epoch 0: |          | 5027/? [33:14<00:00,  2.52it/s]
Epoch 0: |          | 5027/? [33:14<00:00,  2.52it/s]
Epoch 0: |          | 5028/? [33:15<00:00,  2.52it/s]
Epoch 0: |          | 5028/? [33:15<00:00,  2.52it/s]
Epoch 0: |          | 5029/? [33:15<00:00,  2.52it/s]
Epoch 0: |          | 5029/? [33:15<00:00,  2.52it/s]
Epoch 0: |          | 5030/? [33:15<00:00,  2.52it/s]
Epoch 0: |          | 5030/? [33:15<00:00,  2.52it/s]
Epoch 0: |          | 5031/? [33:16<00:00,  2.52it/s]
Epoch 0: |          | 5031/? [33:16<00:00,  2.52it/s]
Epoch 0: |          | 5032/? [33:16<00:00,  2.52it/s]
Epoch 0: |          | 5032/? [33:16<00:00,  2.52it/s]
Epoch 0: |          | 5033/? [33:16<00:00,  2.52it/s]
Epoch 0: |          | 5033/? [33:16<00:00,  2.52it/s]
Epoch 0: |          | 5034/? [33:17<00:00,  2.52it/s]
Epoch 0: |          | 5034/? [33:17<00:00,  2.52it/s]
Epoch 0: |          | 5035/? [33:17<00:00,  2.52it/s]
Epoch 0: |          | 5035/? [33:17<00:00,  2.52it/s]
Epoch 0: |          | 5036/? [33:17<00:00,  2.52it/s]
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Epoch 0: |          | 5037/? [33:18<00:00,  2.52it/s]
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Epoch 0: |          | 5038/? [33:18<00:00,  2.52it/s]
Epoch 0: |          | 5038/? [33:18<00:00,  2.52it/s]
Epoch 0: |          | 5039/? [33:18<00:00,  2.52it/s]
Epoch 0: |          | 5039/? [33:18<00:00,  2.52it/s]
Epoch 0: |          | 5040/? [33:18<00:00,  2.52it/s]
Epoch 0: |          | 5040/? [33:18<00:00,  2.52it/s]
Epoch 0: |          | 5041/? [33:19<00:00,  2.52it/s]
Epoch 0: |          | 5041/? [33:19<00:00,  2.52it/s]
Epoch 0: |          | 5042/? [33:19<00:00,  2.52it/s]
Epoch 0: |          | 5042/? [33:19<00:00,  2.52it/s]
Epoch 0: |          | 5043/? [33:20<00:00,  2.52it/s]
Epoch 0: |          | 5043/? [33:20<00:00,  2.52it/s]
Epoch 0: |          | 5044/? [33:20<00:00,  2.52it/s]
Epoch 0: |          | 5044/? [33:20<00:00,  2.52it/s]
Epoch 0: |          | 5045/? [33:20<00:00,  2.52it/s]
Epoch 0: |          | 5045/? [33:20<00:00,  2.52it/s]
Epoch 0: |          | 5046/? [33:21<00:00,  2.52it/s]
Epoch 0: |          | 5046/? [33:21<00:00,  2.52it/s]
Epoch 0: |          | 5047/? [33:21<00:00,  2.52it/s]
Epoch 0: |          | 5047/? [33:21<00:00,  2.52it/s]
Epoch 0: |          | 5048/? [33:21<00:00,  2.52it/s]
Epoch 0: |          | 5048/? [33:21<00:00,  2.52it/s]
Epoch 0: |          | 5049/? [33:21<00:00,  2.52it/s]
Epoch 0: |          | 5049/? [33:21<00:00,  2.52it/s]
Epoch 0: |          | 5050/? [33:22<00:00,  2.52it/s]
Epoch 0: |          | 5050/? [33:22<00:00,  2.52it/s]
Epoch 0: |          | 5051/? [33:22<00:00,  2.52it/s]
Epoch 0: |          | 5051/? [33:22<00:00,  2.52it/s]
Epoch 0: |          | 5052/? [33:22<00:00,  2.52it/s]
Epoch 0: |          | 5052/? [33:22<00:00,  2.52it/s]
Epoch 0: |          | 5053/? [33:23<00:00,  2.52it/s]
Epoch 0: |          | 5053/? [33:23<00:00,  2.52it/s]
Epoch 0: |          | 5054/? [33:23<00:00,  2.52it/s]
Epoch 0: |          | 5054/? [33:23<00:00,  2.52it/s]
Epoch 0: |          | 5055/? [33:23<00:00,  2.52it/s]
Epoch 0: |          | 5055/? [33:23<00:00,  2.52it/s]
Epoch 0: |          | 5056/? [33:24<00:00,  2.52it/s]
Epoch 0: |          | 5056/? [33:24<00:00,  2.52it/s]
Epoch 0: |          | 5057/? [33:24<00:00,  2.52it/s]
Epoch 0: |          | 5057/? [33:24<00:00,  2.52it/s]
Epoch 0: |          | 5058/? [33:24<00:00,  2.52it/s]
Epoch 0: |          | 5058/? [33:24<00:00,  2.52it/s]
Epoch 0: |          | 5059/? [33:25<00:00,  2.52it/s]
Epoch 0: |          | 5059/? [33:25<00:00,  2.52it/s]
Epoch 0: |          | 5060/? [33:25<00:00,  2.52it/s]
Epoch 0: |          | 5060/? [33:25<00:00,  2.52it/s]
Epoch 0: |          | 5061/? [33:25<00:00,  2.52it/s]
Epoch 0: |          | 5061/? [33:25<00:00,  2.52it/s]
Epoch 0: |          | 5062/? [33:26<00:00,  2.52it/s]
Epoch 0: |          | 5062/? [33:26<00:00,  2.52it/s]
Epoch 0: |          | 5063/? [33:26<00:00,  2.52it/s]
Epoch 0: |          | 5063/? [33:26<00:00,  2.52it/s]
Epoch 0: |          | 5064/? [33:26<00:00,  2.52it/s]
Epoch 0: |          | 5064/? [33:26<00:00,  2.52it/s]
Epoch 0: |          | 5065/? [33:27<00:00,  2.52it/s]
Epoch 0: |          | 5065/? [33:27<00:00,  2.52it/s]
Epoch 0: |          | 5066/? [33:27<00:00,  2.52it/s]
Epoch 0: |          | 5066/? [33:27<00:00,  2.52it/s]
Epoch 0: |          | 5067/? [33:27<00:00,  2.52it/s]
Epoch 0: |          | 5067/? [33:27<00:00,  2.52it/s]
Epoch 0: |          | 5068/? [33:28<00:00,  2.52it/s]
Epoch 0: |          | 5068/? [33:28<00:00,  2.52it/s]
Epoch 0: |          | 5069/? [33:28<00:00,  2.52it/s]
Epoch 0: |          | 5069/? [33:28<00:00,  2.52it/s]
Epoch 0: |          | 5070/? [33:28<00:00,  2.52it/s]
Epoch 0: |          | 5070/? [33:28<00:00,  2.52it/s]
Epoch 0: |          | 5071/? [33:29<00:00,  2.52it/s]
Epoch 0: |          | 5071/? [33:29<00:00,  2.52it/s]
Epoch 0: |          | 5072/? [33:29<00:00,  2.52it/s]
Epoch 0: |          | 5072/? [33:29<00:00,  2.52it/s]
Epoch 0: |          | 5073/? [33:29<00:00,  2.52it/s]
Epoch 0: |          | 5073/? [33:29<00:00,  2.52it/s]
Epoch 0: |          | 5074/? [33:29<00:00,  2.52it/s]
Epoch 0: |          | 5074/? [33:29<00:00,  2.52it/s]
Epoch 0: |          | 5075/? [33:30<00:00,  2.52it/s]
Epoch 0: |          | 5075/? [33:30<00:00,  2.52it/s]
Epoch 0: |          | 5076/? [33:30<00:00,  2.52it/s]
Epoch 0: |          | 5076/? [33:30<00:00,  2.52it/s]
Epoch 0: |          | 5077/? [33:30<00:00,  2.52it/s]
Epoch 0: |          | 5077/? [33:30<00:00,  2.52it/s]
Epoch 0: |          | 5078/? [33:31<00:00,  2.52it/s]
Epoch 0: |          | 5078/? [33:31<00:00,  2.52it/s]
Epoch 0: |          | 5079/? [33:31<00:00,  2.52it/s]
Epoch 0: |          | 5079/? [33:31<00:00,  2.52it/s]
Epoch 0: |          | 5080/? [33:31<00:00,  2.52it/s]
Epoch 0: |          | 5080/? [33:31<00:00,  2.52it/s]
Epoch 0: |          | 5081/? [33:32<00:00,  2.53it/s]
Epoch 0: |          | 5081/? [33:32<00:00,  2.53it/s]
Epoch 0: |          | 5082/? [33:32<00:00,  2.53it/s]
Epoch 0: |          | 5082/? [33:32<00:00,  2.53it/s]
Epoch 0: |          | 5083/? [33:32<00:00,  2.53it/s]
Epoch 0: |          | 5083/? [33:32<00:00,  2.53it/s]
Epoch 0: |          | 5084/? [33:33<00:00,  2.53it/s]
Epoch 0: |          | 5084/? [33:33<00:00,  2.53it/s]
Epoch 0: |          | 5085/? [33:33<00:00,  2.53it/s]
Epoch 0: |          | 5085/? [33:33<00:00,  2.53it/s]
Epoch 0: |          | 5086/? [33:33<00:00,  2.53it/s]
Epoch 0: |          | 5086/? [33:33<00:00,  2.53it/s]
Epoch 0: |          | 5087/? [33:34<00:00,  2.53it/s]
Epoch 0: |          | 5087/? [33:34<00:00,  2.53it/s]
Epoch 0: |          | 5088/? [33:34<00:00,  2.53it/s]
Epoch 0: |          | 5088/? [33:34<00:00,  2.53it/s]
Epoch 0: |          | 5089/? [33:34<00:00,  2.53it/s]
Epoch 0: |          | 5089/? [33:34<00:00,  2.53it/s]
Epoch 0: |          | 5090/? [33:35<00:00,  2.53it/s]
Epoch 0: |          | 5090/? [33:35<00:00,  2.53it/s]
Epoch 0: |          | 5091/? [33:35<00:00,  2.53it/s]
Epoch 0: |          | 5091/? [33:35<00:00,  2.53it/s]
Epoch 0: |          | 5092/? [33:35<00:00,  2.53it/s]
Epoch 0: |          | 5092/? [33:35<00:00,  2.53it/s]
Epoch 0: |          | 5093/? [33:36<00:00,  2.53it/s]
Epoch 0: |          | 5093/? [33:36<00:00,  2.53it/s]
Epoch 0: |          | 5094/? [33:36<00:00,  2.53it/s]
Epoch 0: |          | 5094/? [33:36<00:00,  2.53it/s]
Epoch 0: |          | 5095/? [33:36<00:00,  2.53it/s]
Epoch 0: |          | 5095/? [33:36<00:00,  2.53it/s]
Epoch 0: |          | 5096/? [33:37<00:00,  2.53it/s]
Epoch 0: |          | 5096/? [33:37<00:00,  2.53it/s]
Epoch 0: |          | 5097/? [33:37<00:00,  2.53it/s]
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Epoch 0: |          | 5112/? [33:42<00:00,  2.53it/s]
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Epoch 0: |          | 5167/? [33:59<00:00,  2.53it/s]
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Epoch 0: |          | 5168/? [34:00<00:00,  2.53it/s]
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Epoch 0: |          | 5170/? [34:00<00:00,  2.53it/s]
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Epoch 0: |          | 5171/? [34:01<00:00,  2.53it/s]
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Epoch 0: |          | 5172/? [34:01<00:00,  2.53it/s]
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Epoch 0: |          | 5180/? [34:04<00:00,  2.53it/s]
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Epoch 0: |          | 5181/? [34:04<00:00,  2.53it/s]
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Epoch 0: |          | 5199/? [34:10<00:00,  2.54it/s]
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Epoch 0: |          | 5200/? [34:10<00:00,  2.54it/s]
Epoch 0: |          | 5200/? [34:10<00:00,  2.54it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  9.07it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.65it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.42it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.60it/s]

Epoch 0: |          | 5200/? [34:10<00:00,  2.54it/s]
Epoch 0: |          | 5201/? [34:11<00:00,  2.54it/s]
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Epoch 0: |          | 5202/? [34:11<00:00,  2.54it/s]
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Epoch 0: |          | 5206/? [34:12<00:00,  2.54it/s]
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Epoch 0: |          | 5207/? [34:13<00:00,  2.54it/s]
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Epoch 0: |          | 5208/? [34:13<00:00,  2.54it/s]
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Epoch 0: |          | 5209/? [34:13<00:00,  2.54it/s]
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Epoch 0: |          | 5210/? [34:14<00:00,  2.54it/s]
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Epoch 0: |          | 5211/? [34:14<00:00,  2.54it/s]
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Epoch 0: |          | 5212/? [34:14<00:00,  2.54it/s]
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Epoch 0: |          | 5213/? [34:14<00:00,  2.54it/s]
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Epoch 0: |          | 5214/? [34:15<00:00,  2.54it/s]
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Epoch 0: |          | 5215/? [34:15<00:00,  2.54it/s]
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Epoch 0: |          | 5216/? [34:15<00:00,  2.54it/s]
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Epoch 0: |          | 5217/? [34:16<00:00,  2.54it/s]
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Epoch 0: |          | 5219/? [34:16<00:00,  2.54it/s]
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Epoch 0: |          | 5220/? [34:17<00:00,  2.54it/s]
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Epoch 0: |          | 5221/? [34:17<00:00,  2.54it/s]
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Epoch 0: |          | 5222/? [34:17<00:00,  2.54it/s]
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Epoch 0: |          | 5223/? [34:18<00:00,  2.54it/s]
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Epoch 0: |          | 5224/? [34:18<00:00,  2.54it/s]
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Epoch 0: |          | 5225/? [34:18<00:00,  2.54it/s]
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Epoch 0: |          | 5226/? [34:19<00:00,  2.54it/s]
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Epoch 0: |          | 5229/? [34:20<00:00,  2.54it/s]
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Epoch 0: |          | 5230/? [34:20<00:00,  2.54it/s]
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Epoch 0: |          | 5231/? [34:20<00:00,  2.54it/s]
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Epoch 0: |          | 5232/? [34:20<00:00,  2.54it/s]
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Epoch 0: |          | 5281/? [34:36<00:00,  2.54it/s]
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Epoch 0: |          | 5300/? [34:42<00:00,  2.55it/s]
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Epoch 0: |          | 5302/? [34:42<00:00,  2.55it/s]
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Epoch 0: |          | 5303/? [34:43<00:00,  2.55it/s]
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Epoch 0: |          | 5307/? [34:44<00:00,  2.55it/s]
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Epoch 0: |          | 5308/? [34:44<00:00,  2.55it/s]
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Epoch 0: |          | 5311/? [34:45<00:00,  2.55it/s]
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Epoch 0: |          | 5312/? [34:46<00:00,  2.55it/s]
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Epoch 0: |          | 5313/? [34:46<00:00,  2.55it/s]
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Epoch 0: |          | 5314/? [34:46<00:00,  2.55it/s]
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Epoch 0: |          | 5315/? [34:46<00:00,  2.55it/s]
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Epoch 0: |          | 5316/? [34:47<00:00,  2.55it/s]
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Epoch 0: |          | 5320/? [34:48<00:00,  2.55it/s]
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Epoch 0: |          | 5321/? [34:48<00:00,  2.55it/s]
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Epoch 0: |          | 5322/? [34:49<00:00,  2.55it/s]
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Epoch 0: |          | 5325/? [34:50<00:00,  2.55it/s]
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Epoch 0: |          | 5329/? [34:51<00:00,  2.55it/s]
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Epoch 0: |          | 5330/? [34:51<00:00,  2.55it/s]
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Epoch 0: |          | 5331/? [34:51<00:00,  2.55it/s]
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Epoch 0: |          | 5332/? [34:52<00:00,  2.55it/s]
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Epoch 0: |          | 5333/? [34:52<00:00,  2.55it/s]
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Epoch 0: |          | 5334/? [34:52<00:00,  2.55it/s]
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Epoch 0: |          | 5335/? [34:53<00:00,  2.55it/s]
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Epoch 0: |          | 5339/? [34:54<00:00,  2.55it/s]
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Epoch 0: |          | 5340/? [34:54<00:00,  2.55it/s]
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Epoch 0: |          | 5341/? [34:55<00:00,  2.55it/s]
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Epoch 0: |          | 5350/? [34:57<00:00,  2.55it/s]
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Epoch 0: |          | 5351/? [34:58<00:00,  2.55it/s]
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Epoch 0: |          | 5361/? [35:01<00:00,  2.55it/s]
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Epoch 0: |          | 5364/? [35:02<00:00,  2.55it/s]
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Epoch 0: |          | 5365/? [35:02<00:00,  2.55it/s]
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Epoch 0: |          | 5372/? [35:04<00:00,  2.55it/s]
Epoch 0: |          | 5372/? [35:04<00:00,  2.55it/s]
Epoch 0: |          | 5373/? [35:05<00:00,  2.55it/s]
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Epoch 0: |          | 5380/? [35:07<00:00,  2.55it/s]
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Epoch 0: |          | 5381/? [35:07<00:00,  2.55it/s]
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Epoch 0: |          | 5382/? [35:07<00:00,  2.55it/s]
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Epoch 0: |          | 5383/? [35:08<00:00,  2.55it/s]
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Epoch 0: |          | 5390/? [35:10<00:00,  2.55it/s]
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Epoch 0: |          | 5392/? [35:10<00:00,  2.55it/s]
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Epoch 0: |          | 5393/? [35:11<00:00,  2.55it/s]
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Epoch 0: |          | 5396/? [35:12<00:00,  2.55it/s]
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Epoch 0: |          | 5398/? [35:12<00:00,  2.56it/s]
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Epoch 0: |          | 5399/? [35:12<00:00,  2.56it/s]
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Epoch 0: |          | 5400/? [35:13<00:00,  2.56it/s]
Epoch 0: |          | 5400/? [35:13<00:00,  2.56it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.04it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.75it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.34it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.54it/s]

Epoch 0: |          | 5400/? [35:13<00:00,  2.55it/s]
Epoch 0: |          | 5401/? [35:13<00:00,  2.55it/s]
Epoch 0: |          | 5401/? [35:13<00:00,  2.55it/s]
Epoch 0: |          | 5402/? [35:14<00:00,  2.56it/s]
Epoch 0: |          | 5402/? [35:14<00:00,  2.56it/s]
Epoch 0: |          | 5403/? [35:14<00:00,  2.56it/s]
Epoch 0: |          | 5403/? [35:14<00:00,  2.56it/s]
Epoch 0: |          | 5404/? [35:14<00:00,  2.56it/s]
Epoch 0: |          | 5404/? [35:14<00:00,  2.56it/s]
Epoch 0: |          | 5405/? [35:15<00:00,  2.56it/s]
Epoch 0: |          | 5405/? [35:15<00:00,  2.56it/s]
Epoch 0: |          | 5406/? [35:15<00:00,  2.56it/s]
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Epoch 0: |          | 5407/? [35:15<00:00,  2.56it/s]
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Epoch 0: |          | 5408/? [35:16<00:00,  2.56it/s]
Epoch 0: |          | 5408/? [35:16<00:00,  2.56it/s]
Epoch 0: |          | 5409/? [35:16<00:00,  2.56it/s]
Epoch 0: |          | 5409/? [35:16<00:00,  2.56it/s]
Epoch 0: |          | 5410/? [35:16<00:00,  2.56it/s]
Epoch 0: |          | 5410/? [35:16<00:00,  2.56it/s]
Epoch 0: |          | 5411/? [35:17<00:00,  2.56it/s]
Epoch 0: |          | 5411/? [35:17<00:00,  2.56it/s]
Epoch 0: |          | 5412/? [35:17<00:00,  2.56it/s]
Epoch 0: |          | 5412/? [35:17<00:00,  2.56it/s]
Epoch 0: |          | 5413/? [35:17<00:00,  2.56it/s]
Epoch 0: |          | 5413/? [35:17<00:00,  2.56it/s]
Epoch 0: |          | 5414/? [35:17<00:00,  2.56it/s]
Epoch 0: |          | 5414/? [35:17<00:00,  2.56it/s]
Epoch 0: |          | 5415/? [35:18<00:00,  2.56it/s]
Epoch 0: |          | 5415/? [35:18<00:00,  2.56it/s]
Epoch 0: |          | 5416/? [35:18<00:00,  2.56it/s]
Epoch 0: |          | 5416/? [35:18<00:00,  2.56it/s]
Epoch 0: |          | 5417/? [35:18<00:00,  2.56it/s]
Epoch 0: |          | 5417/? [35:18<00:00,  2.56it/s]
Epoch 0: |          | 5418/? [35:19<00:00,  2.56it/s]
Epoch 0: |          | 5418/? [35:19<00:00,  2.56it/s]
Epoch 0: |          | 5419/? [35:19<00:00,  2.56it/s]
Epoch 0: |          | 5419/? [35:19<00:00,  2.56it/s]
Epoch 0: |          | 5420/? [35:19<00:00,  2.56it/s]
Epoch 0: |          | 5420/? [35:19<00:00,  2.56it/s]
Epoch 0: |          | 5421/? [35:20<00:00,  2.56it/s]
Epoch 0: |          | 5421/? [35:20<00:00,  2.56it/s]
Epoch 0: |          | 5422/? [35:20<00:00,  2.56it/s]
Epoch 0: |          | 5422/? [35:20<00:00,  2.56it/s]
Epoch 0: |          | 5423/? [35:20<00:00,  2.56it/s]
Epoch 0: |          | 5423/? [35:20<00:00,  2.56it/s]
Epoch 0: |          | 5424/? [35:21<00:00,  2.56it/s]
Epoch 0: |          | 5424/? [35:21<00:00,  2.56it/s]
Epoch 0: |          | 5425/? [35:21<00:00,  2.56it/s]
Epoch 0: |          | 5425/? [35:21<00:00,  2.56it/s]
Epoch 0: |          | 5426/? [35:21<00:00,  2.56it/s]
Epoch 0: |          | 5426/? [35:21<00:00,  2.56it/s]
Epoch 0: |          | 5427/? [35:21<00:00,  2.56it/s]
Epoch 0: |          | 5427/? [35:21<00:00,  2.56it/s]
Epoch 0: |          | 5428/? [35:22<00:00,  2.56it/s]
Epoch 0: |          | 5428/? [35:22<00:00,  2.56it/s]
Epoch 0: |          | 5429/? [35:22<00:00,  2.56it/s]
Epoch 0: |          | 5429/? [35:22<00:00,  2.56it/s]
Epoch 0: |          | 5430/? [35:22<00:00,  2.56it/s]
Epoch 0: |          | 5430/? [35:22<00:00,  2.56it/s]
Epoch 0: |          | 5431/? [35:23<00:00,  2.56it/s]
Epoch 0: |          | 5431/? [35:23<00:00,  2.56it/s]
Epoch 0: |          | 5432/? [35:23<00:00,  2.56it/s]
Epoch 0: |          | 5432/? [35:23<00:00,  2.56it/s]
Epoch 0: |          | 5433/? [35:23<00:00,  2.56it/s]
Epoch 0: |          | 5433/? [35:23<00:00,  2.56it/s]
Epoch 0: |          | 5434/? [35:24<00:00,  2.56it/s]
Epoch 0: |          | 5434/? [35:24<00:00,  2.56it/s]
Epoch 0: |          | 5435/? [35:24<00:00,  2.56it/s]
Epoch 0: |          | 5435/? [35:24<00:00,  2.56it/s]
Epoch 0: |          | 5436/? [35:24<00:00,  2.56it/s]
Epoch 0: |          | 5436/? [35:24<00:00,  2.56it/s]
Epoch 0: |          | 5437/? [35:24<00:00,  2.56it/s]
Epoch 0: |          | 5437/? [35:24<00:00,  2.56it/s]
Epoch 0: |          | 5438/? [35:25<00:00,  2.56it/s]
Epoch 0: |          | 5438/? [35:25<00:00,  2.56it/s]
Epoch 0: |          | 5439/? [35:25<00:00,  2.56it/s]
Epoch 0: |          | 5439/? [35:25<00:00,  2.56it/s]
Epoch 0: |          | 5440/? [35:25<00:00,  2.56it/s]
Epoch 0: |          | 5440/? [35:25<00:00,  2.56it/s]
Epoch 0: |          | 5441/? [35:26<00:00,  2.56it/s]
Epoch 0: |          | 5441/? [35:26<00:00,  2.56it/s]
Epoch 0: |          | 5442/? [35:26<00:00,  2.56it/s]
Epoch 0: |          | 5442/? [35:26<00:00,  2.56it/s]
Epoch 0: |          | 5443/? [35:26<00:00,  2.56it/s]
Epoch 0: |          | 5443/? [35:26<00:00,  2.56it/s]
Epoch 0: |          | 5444/? [35:27<00:00,  2.56it/s]
Epoch 0: |          | 5444/? [35:27<00:00,  2.56it/s]
Epoch 0: |          | 5445/? [35:27<00:00,  2.56it/s]
Epoch 0: |          | 5445/? [35:27<00:00,  2.56it/s]
Epoch 0: |          | 5446/? [35:27<00:00,  2.56it/s]
Epoch 0: |          | 5446/? [35:27<00:00,  2.56it/s]
Epoch 0: |          | 5447/? [35:28<00:00,  2.56it/s]
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Epoch 0: |          | 5448/? [35:28<00:00,  2.56it/s]
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Epoch 0: |          | 5449/? [35:28<00:00,  2.56it/s]
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Epoch 0: |          | 5450/? [35:29<00:00,  2.56it/s]
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Epoch 0: |          | 5451/? [35:29<00:00,  2.56it/s]
Epoch 0: |          | 5451/? [35:29<00:00,  2.56it/s]
Epoch 0: |          | 5452/? [35:29<00:00,  2.56it/s]
Epoch 0: |          | 5452/? [35:29<00:00,  2.56it/s]
Epoch 0: |          | 5453/? [35:29<00:00,  2.56it/s]
Epoch 0: |          | 5453/? [35:29<00:00,  2.56it/s]
Epoch 0: |          | 5454/? [35:30<00:00,  2.56it/s]
Epoch 0: |          | 5454/? [35:30<00:00,  2.56it/s]
Epoch 0: |          | 5455/? [35:30<00:00,  2.56it/s]
Epoch 0: |          | 5455/? [35:30<00:00,  2.56it/s]
Epoch 0: |          | 5456/? [35:30<00:00,  2.56it/s]
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Epoch 0: |          | 5457/? [35:31<00:00,  2.56it/s]
Epoch 0: |          | 5457/? [35:31<00:00,  2.56it/s]
Epoch 0: |          | 5458/? [35:31<00:00,  2.56it/s]
Epoch 0: |          | 5458/? [35:31<00:00,  2.56it/s]
Epoch 0: |          | 5459/? [35:31<00:00,  2.56it/s]
Epoch 0: |          | 5459/? [35:31<00:00,  2.56it/s]
Epoch 0: |          | 5460/? [35:32<00:00,  2.56it/s]
Epoch 0: |          | 5460/? [35:32<00:00,  2.56it/s]
Epoch 0: |          | 5461/? [35:32<00:00,  2.56it/s]
Epoch 0: |          | 5461/? [35:32<00:00,  2.56it/s]
Epoch 0: |          | 5462/? [35:32<00:00,  2.56it/s]
Epoch 0: |          | 5462/? [35:32<00:00,  2.56it/s]
Epoch 0: |          | 5463/? [35:32<00:00,  2.56it/s]
Epoch 0: |          | 5463/? [35:32<00:00,  2.56it/s]
Epoch 0: |          | 5464/? [35:33<00:00,  2.56it/s]
Epoch 0: |          | 5464/? [35:33<00:00,  2.56it/s]
Epoch 0: |          | 5465/? [35:33<00:00,  2.56it/s]
Epoch 0: |          | 5465/? [35:33<00:00,  2.56it/s]
Epoch 0: |          | 5466/? [35:33<00:00,  2.56it/s]
Epoch 0: |          | 5466/? [35:33<00:00,  2.56it/s]
Epoch 0: |          | 5467/? [35:34<00:00,  2.56it/s]
Epoch 0: |          | 5467/? [35:34<00:00,  2.56it/s]
Epoch 0: |          | 5468/? [35:34<00:00,  2.56it/s]
Epoch 0: |          | 5468/? [35:34<00:00,  2.56it/s]
Epoch 0: |          | 5469/? [35:34<00:00,  2.56it/s]
Epoch 0: |          | 5469/? [35:34<00:00,  2.56it/s]
Epoch 0: |          | 5470/? [35:35<00:00,  2.56it/s]
Epoch 0: |          | 5470/? [35:35<00:00,  2.56it/s]
Epoch 0: |          | 5471/? [35:35<00:00,  2.56it/s]
Epoch 0: |          | 5471/? [35:35<00:00,  2.56it/s]
Epoch 0: |          | 5472/? [35:35<00:00,  2.56it/s]
Epoch 0: |          | 5472/? [35:35<00:00,  2.56it/s]
Epoch 0: |          | 5473/? [35:36<00:00,  2.56it/s]
Epoch 0: |          | 5473/? [35:36<00:00,  2.56it/s]
Epoch 0: |          | 5474/? [35:36<00:00,  2.56it/s]
Epoch 0: |          | 5474/? [35:36<00:00,  2.56it/s]
Epoch 0: |          | 5475/? [35:36<00:00,  2.56it/s]
Epoch 0: |          | 5475/? [35:36<00:00,  2.56it/s]
Epoch 0: |          | 5476/? [35:36<00:00,  2.56it/s]
Epoch 0: |          | 5476/? [35:36<00:00,  2.56it/s]
Epoch 0: |          | 5477/? [35:37<00:00,  2.56it/s]
Epoch 0: |          | 5477/? [35:37<00:00,  2.56it/s]
Epoch 0: |          | 5478/? [35:37<00:00,  2.56it/s]
Epoch 0: |          | 5478/? [35:37<00:00,  2.56it/s]
Epoch 0: |          | 5479/? [35:37<00:00,  2.56it/s]
Epoch 0: |          | 5479/? [35:37<00:00,  2.56it/s]
Epoch 0: |          | 5480/? [35:38<00:00,  2.56it/s]
Epoch 0: |          | 5480/? [35:38<00:00,  2.56it/s]
Epoch 0: |          | 5481/? [35:38<00:00,  2.56it/s]
Epoch 0: |          | 5481/? [35:38<00:00,  2.56it/s]
Epoch 0: |          | 5482/? [35:38<00:00,  2.56it/s]
Epoch 0: |          | 5482/? [35:38<00:00,  2.56it/s]
Epoch 0: |          | 5483/? [35:39<00:00,  2.56it/s]
Epoch 0: |          | 5483/? [35:39<00:00,  2.56it/s]
Epoch 0: |          | 5484/? [35:39<00:00,  2.56it/s]
Epoch 0: |          | 5484/? [35:39<00:00,  2.56it/s]
Epoch 0: |          | 5485/? [35:39<00:00,  2.56it/s]
Epoch 0: |          | 5485/? [35:39<00:00,  2.56it/s]
Epoch 0: |          | 5486/? [35:39<00:00,  2.56it/s]
Epoch 0: |          | 5486/? [35:39<00:00,  2.56it/s]
Epoch 0: |          | 5487/? [35:40<00:00,  2.56it/s]
Epoch 0: |          | 5487/? [35:40<00:00,  2.56it/s]
Epoch 0: |          | 5488/? [35:40<00:00,  2.56it/s]
Epoch 0: |          | 5488/? [35:40<00:00,  2.56it/s]
Epoch 0: |          | 5489/? [35:40<00:00,  2.56it/s]
Epoch 0: |          | 5489/? [35:40<00:00,  2.56it/s]
Epoch 0: |          | 5490/? [35:41<00:00,  2.56it/s]
Epoch 0: |          | 5490/? [35:41<00:00,  2.56it/s]
Epoch 0: |          | 5491/? [35:41<00:00,  2.56it/s]
Epoch 0: |          | 5491/? [35:41<00:00,  2.56it/s]
Epoch 0: |          | 5492/? [35:41<00:00,  2.56it/s]
Epoch 0: |          | 5492/? [35:41<00:00,  2.56it/s]
Epoch 0: |          | 5493/? [35:42<00:00,  2.56it/s]
Epoch 0: |          | 5493/? [35:42<00:00,  2.56it/s]
Epoch 0: |          | 5494/? [35:42<00:00,  2.56it/s]
Epoch 0: |          | 5494/? [35:42<00:00,  2.56it/s]
Epoch 0: |          | 5495/? [35:42<00:00,  2.56it/s]
Epoch 0: |          | 5495/? [35:42<00:00,  2.56it/s]
Epoch 0: |          | 5496/? [35:42<00:00,  2.56it/s]
Epoch 0: |          | 5496/? [35:42<00:00,  2.56it/s]
Epoch 0: |          | 5497/? [35:43<00:00,  2.56it/s]
Epoch 0: |          | 5497/? [35:43<00:00,  2.56it/s]
Epoch 0: |          | 5498/? [35:43<00:00,  2.56it/s]
Epoch 0: |          | 5498/? [35:43<00:00,  2.56it/s]
Epoch 0: |          | 5499/? [35:43<00:00,  2.56it/s]
Epoch 0: |          | 5499/? [35:43<00:00,  2.56it/s]
Epoch 0: |          | 5500/? [35:44<00:00,  2.57it/s]
Epoch 0: |          | 5500/? [35:44<00:00,  2.57it/s]
Epoch 0: |          | 5501/? [35:44<00:00,  2.57it/s]
Epoch 0: |          | 5501/? [35:44<00:00,  2.57it/s]
Epoch 0: |          | 5502/? [35:44<00:00,  2.57it/s]
Epoch 0: |          | 5502/? [35:44<00:00,  2.57it/s]
Epoch 0: |          | 5503/? [35:45<00:00,  2.57it/s]
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Epoch 0: |          | 5504/? [35:45<00:00,  2.57it/s]
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Epoch 0: |          | 5505/? [35:45<00:00,  2.57it/s]
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Epoch 0: |          | 5506/? [35:46<00:00,  2.57it/s]
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Epoch 0: |          | 5507/? [35:46<00:00,  2.57it/s]
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Epoch 0: |          | 5508/? [35:46<00:00,  2.57it/s]
Epoch 0: |          | 5508/? [35:46<00:00,  2.57it/s]
Epoch 0: |          | 5509/? [35:46<00:00,  2.57it/s]
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Epoch 0: |          | 5510/? [35:47<00:00,  2.57it/s]
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Epoch 0: |          | 5511/? [35:47<00:00,  2.57it/s]
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Epoch 0: |          | 5512/? [35:47<00:00,  2.57it/s]
Epoch 0: |          | 5512/? [35:47<00:00,  2.57it/s]
Epoch 0: |          | 5513/? [35:48<00:00,  2.57it/s]
Epoch 0: |          | 5513/? [35:48<00:00,  2.57it/s]
Epoch 0: |          | 5514/? [35:48<00:00,  2.57it/s]
Epoch 0: |          | 5514/? [35:48<00:00,  2.57it/s]
Epoch 0: |          | 5515/? [35:48<00:00,  2.57it/s]
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Epoch 0: |          | 5516/? [35:49<00:00,  2.57it/s]
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Epoch 0: |          | 5518/? [35:49<00:00,  2.57it/s]
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Epoch 0: |          | 5519/? [35:50<00:00,  2.57it/s]
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Epoch 0: |          | 5520/? [35:50<00:00,  2.57it/s]
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Epoch 0: |          | 5521/? [35:50<00:00,  2.57it/s]
Epoch 0: |          | 5521/? [35:50<00:00,  2.57it/s]
Epoch 0: |          | 5522/? [35:50<00:00,  2.57it/s]
Epoch 0: |          | 5522/? [35:50<00:00,  2.57it/s]
Epoch 0: |          | 5523/? [35:51<00:00,  2.57it/s]
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Epoch 0: |          | 5524/? [35:51<00:00,  2.57it/s]
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Epoch 0: |          | 5525/? [35:51<00:00,  2.57it/s]
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Epoch 0: |          | 5526/? [35:52<00:00,  2.57it/s]
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Epoch 0: |          | 5527/? [35:52<00:00,  2.57it/s]
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Epoch 0: |          | 5528/? [35:52<00:00,  2.57it/s]
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Epoch 0: |          | 5529/? [35:53<00:00,  2.57it/s]
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Epoch 0: |          | 5530/? [35:53<00:00,  2.57it/s]
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Epoch 0: |          | 5531/? [35:53<00:00,  2.57it/s]
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Epoch 0: |          | 5532/? [35:53<00:00,  2.57it/s]
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Epoch 0: |          | 5533/? [35:54<00:00,  2.57it/s]
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Epoch 0: |          | 5534/? [35:54<00:00,  2.57it/s]
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Epoch 0: |          | 5535/? [35:54<00:00,  2.57it/s]
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Epoch 0: |          | 5537/? [35:55<00:00,  2.57it/s]
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Epoch 0: |          | 5538/? [35:55<00:00,  2.57it/s]
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Epoch 0: |          | 5539/? [35:56<00:00,  2.57it/s]
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Epoch 0: |          | 5540/? [35:56<00:00,  2.57it/s]
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Epoch 0: |          | 5541/? [35:56<00:00,  2.57it/s]
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Epoch 0: |          | 5546/? [35:58<00:00,  2.57it/s]
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Epoch 0: |          | 5548/? [35:58<00:00,  2.57it/s]
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Epoch 0: |          | 5549/? [35:59<00:00,  2.57it/s]
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Epoch 0: |          | 5550/? [35:59<00:00,  2.57it/s]
Epoch 0: |          | 5550/? [35:59<00:00,  2.57it/s]
Epoch 0: |          | 5551/? [35:59<00:00,  2.57it/s]
Epoch 0: |          | 5551/? [35:59<00:00,  2.57it/s]
Epoch 0: |          | 5552/? [36:00<00:00,  2.57it/s]
Epoch 0: |          | 5552/? [36:00<00:00,  2.57it/s]
Epoch 0: |          | 5553/? [36:00<00:00,  2.57it/s]
Epoch 0: |          | 5553/? [36:00<00:00,  2.57it/s]
Epoch 0: |          | 5554/? [36:00<00:00,  2.57it/s]
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Epoch 0: |          | 5555/? [36:00<00:00,  2.57it/s]
Epoch 0: |          | 5555/? [36:00<00:00,  2.57it/s]
Epoch 0: |          | 5556/? [36:01<00:00,  2.57it/s]
Epoch 0: |          | 5556/? [36:01<00:00,  2.57it/s]
Epoch 0: |          | 5557/? [36:01<00:00,  2.57it/s]
Epoch 0: |          | 5557/? [36:01<00:00,  2.57it/s]
Epoch 0: |          | 5558/? [36:01<00:00,  2.57it/s]
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Epoch 0: |          | 5559/? [36:02<00:00,  2.57it/s]
Epoch 0: |          | 5559/? [36:02<00:00,  2.57it/s]
Epoch 0: |          | 5560/? [36:02<00:00,  2.57it/s]
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Epoch 0: |          | 5561/? [36:02<00:00,  2.57it/s]
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Epoch 0: |          | 5562/? [36:03<00:00,  2.57it/s]
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Epoch 0: |          | 5563/? [36:03<00:00,  2.57it/s]
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Epoch 0: |          | 5564/? [36:03<00:00,  2.57it/s]
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Epoch 0: |          | 5565/? [36:04<00:00,  2.57it/s]
Epoch 0: |          | 5565/? [36:04<00:00,  2.57it/s]
Epoch 0: |          | 5566/? [36:04<00:00,  2.57it/s]
Epoch 0: |          | 5566/? [36:04<00:00,  2.57it/s]
Epoch 0: |          | 5567/? [36:04<00:00,  2.57it/s]
Epoch 0: |          | 5567/? [36:04<00:00,  2.57it/s]
Epoch 0: |          | 5568/? [36:05<00:00,  2.57it/s]
Epoch 0: |          | 5568/? [36:05<00:00,  2.57it/s]
Epoch 0: |          | 5569/? [36:05<00:00,  2.57it/s]
Epoch 0: |          | 5569/? [36:05<00:00,  2.57it/s]
Epoch 0: |          | 5570/? [36:05<00:00,  2.57it/s]
Epoch 0: |          | 5570/? [36:05<00:00,  2.57it/s]
Epoch 0: |          | 5571/? [36:06<00:00,  2.57it/s]
Epoch 0: |          | 5571/? [36:06<00:00,  2.57it/s]
Epoch 0: |          | 5572/? [36:06<00:00,  2.57it/s]
Epoch 0: |          | 5572/? [36:06<00:00,  2.57it/s]
Epoch 0: |          | 5573/? [36:06<00:00,  2.57it/s]
Epoch 0: |          | 5573/? [36:06<00:00,  2.57it/s]
Epoch 0: |          | 5574/? [36:07<00:00,  2.57it/s]
Epoch 0: |          | 5574/? [36:07<00:00,  2.57it/s]
Epoch 0: |          | 5575/? [36:07<00:00,  2.57it/s]
Epoch 0: |          | 5575/? [36:07<00:00,  2.57it/s]
Epoch 0: |          | 5576/? [36:07<00:00,  2.57it/s]
Epoch 0: |          | 5576/? [36:07<00:00,  2.57it/s]
Epoch 0: |          | 5577/? [36:08<00:00,  2.57it/s]
Epoch 0: |          | 5577/? [36:08<00:00,  2.57it/s]
Epoch 0: |          | 5578/? [36:08<00:00,  2.57it/s]
Epoch 0: |          | 5578/? [36:08<00:00,  2.57it/s]
Epoch 0: |          | 5579/? [36:08<00:00,  2.57it/s]
Epoch 0: |          | 5579/? [36:08<00:00,  2.57it/s]
Epoch 0: |          | 5580/? [36:09<00:00,  2.57it/s]
Epoch 0: |          | 5580/? [36:09<00:00,  2.57it/s]
Epoch 0: |          | 5581/? [36:09<00:00,  2.57it/s]
Epoch 0: |          | 5581/? [36:09<00:00,  2.57it/s]
Epoch 0: |          | 5582/? [36:09<00:00,  2.57it/s]
Epoch 0: |          | 5582/? [36:09<00:00,  2.57it/s]
Epoch 0: |          | 5583/? [36:09<00:00,  2.57it/s]
Epoch 0: |          | 5583/? [36:09<00:00,  2.57it/s]
Epoch 0: |          | 5584/? [36:10<00:00,  2.57it/s]
Epoch 0: |          | 5584/? [36:10<00:00,  2.57it/s]
Epoch 0: |          | 5585/? [36:10<00:00,  2.57it/s]
Epoch 0: |          | 5585/? [36:10<00:00,  2.57it/s]
Epoch 0: |          | 5586/? [36:10<00:00,  2.57it/s]
Epoch 0: |          | 5586/? [36:10<00:00,  2.57it/s]
Epoch 0: |          | 5587/? [36:11<00:00,  2.57it/s]
Epoch 0: |          | 5587/? [36:11<00:00,  2.57it/s]
Epoch 0: |          | 5588/? [36:11<00:00,  2.57it/s]
Epoch 0: |          | 5588/? [36:11<00:00,  2.57it/s]
Epoch 0: |          | 5589/? [36:11<00:00,  2.57it/s]
Epoch 0: |          | 5589/? [36:11<00:00,  2.57it/s]
Epoch 0: |          | 5590/? [36:12<00:00,  2.57it/s]
Epoch 0: |          | 5590/? [36:12<00:00,  2.57it/s]
Epoch 0: |          | 5591/? [36:12<00:00,  2.57it/s]
Epoch 0: |          | 5591/? [36:12<00:00,  2.57it/s]
Epoch 0: |          | 5592/? [36:12<00:00,  2.57it/s]
Epoch 0: |          | 5592/? [36:12<00:00,  2.57it/s]
Epoch 0: |          | 5593/? [36:13<00:00,  2.57it/s]
Epoch 0: |          | 5593/? [36:13<00:00,  2.57it/s]
Epoch 0: |          | 5594/? [36:13<00:00,  2.57it/s]
Epoch 0: |          | 5594/? [36:13<00:00,  2.57it/s]
Epoch 0: |          | 5595/? [36:13<00:00,  2.57it/s]
Epoch 0: |          | 5595/? [36:13<00:00,  2.57it/s]
Epoch 0: |          | 5596/? [36:13<00:00,  2.57it/s]
Epoch 0: |          | 5596/? [36:13<00:00,  2.57it/s]
Epoch 0: |          | 5597/? [36:14<00:00,  2.57it/s]
Epoch 0: |          | 5597/? [36:14<00:00,  2.57it/s]
Epoch 0: |          | 5598/? [36:14<00:00,  2.57it/s]
Epoch 0: |          | 5598/? [36:14<00:00,  2.57it/s]
Epoch 0: |          | 5599/? [36:14<00:00,  2.57it/s]
Epoch 0: |          | 5599/? [36:14<00:00,  2.57it/s]
Epoch 0: |          | 5600/? [36:15<00:00,  2.57it/s]
Epoch 0: |          | 5600/? [36:15<00:00,  2.57it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.77it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 11.18it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 11.16it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 11.36it/s]

Epoch 0: |          | 5600/? [36:15<00:00,  2.57it/s]
Epoch 0: |          | 5601/? [36:15<00:00,  2.57it/s]
Epoch 0: |          | 5601/? [36:15<00:00,  2.57it/s]
Epoch 0: |          | 5602/? [36:16<00:00,  2.57it/s]
Epoch 0: |          | 5602/? [36:16<00:00,  2.57it/s]
Epoch 0: |          | 5603/? [36:16<00:00,  2.57it/s]
Epoch 0: |          | 5603/? [36:16<00:00,  2.57it/s]
Epoch 0: |          | 5604/? [36:16<00:00,  2.57it/s]
Epoch 0: |          | 5604/? [36:16<00:00,  2.57it/s]
Epoch 0: |          | 5605/? [36:17<00:00,  2.57it/s]
Epoch 0: |          | 5605/? [36:17<00:00,  2.57it/s]
Epoch 0: |          | 5606/? [36:17<00:00,  2.57it/s]
Epoch 0: |          | 5606/? [36:17<00:00,  2.57it/s]
Epoch 0: |          | 5607/? [36:17<00:00,  2.57it/s]
Epoch 0: |          | 5607/? [36:17<00:00,  2.57it/s]
Epoch 0: |          | 5608/? [36:17<00:00,  2.57it/s]
Epoch 0: |          | 5608/? [36:17<00:00,  2.57it/s]
Epoch 0: |          | 5609/? [36:18<00:00,  2.58it/s]
Epoch 0: |          | 5609/? [36:18<00:00,  2.58it/s]
Epoch 0: |          | 5610/? [36:18<00:00,  2.58it/s]
Epoch 0: |          | 5610/? [36:18<00:00,  2.58it/s]
Epoch 0: |          | 5611/? [36:18<00:00,  2.58it/s]
Epoch 0: |          | 5611/? [36:18<00:00,  2.58it/s]
Epoch 0: |          | 5612/? [36:19<00:00,  2.58it/s]
Epoch 0: |          | 5612/? [36:19<00:00,  2.58it/s]
Epoch 0: |          | 5613/? [36:19<00:00,  2.58it/s]
Epoch 0: |          | 5613/? [36:19<00:00,  2.58it/s]
Epoch 0: |          | 5614/? [36:19<00:00,  2.58it/s]
Epoch 0: |          | 5614/? [36:19<00:00,  2.58it/s]
Epoch 0: |          | 5615/? [36:20<00:00,  2.58it/s]
Epoch 0: |          | 5615/? [36:20<00:00,  2.58it/s]
Epoch 0: |          | 5616/? [36:20<00:00,  2.58it/s]
Epoch 0: |          | 5616/? [36:20<00:00,  2.58it/s]
Epoch 0: |          | 5617/? [36:20<00:00,  2.58it/s]
Epoch 0: |          | 5617/? [36:20<00:00,  2.58it/s]
Epoch 0: |          | 5618/? [36:20<00:00,  2.58it/s]
Epoch 0: |          | 5618/? [36:20<00:00,  2.58it/s]
Epoch 0: |          | 5619/? [36:21<00:00,  2.58it/s]
Epoch 0: |          | 5619/? [36:21<00:00,  2.58it/s]
Epoch 0: |          | 5620/? [36:21<00:00,  2.58it/s]
Epoch 0: |          | 5620/? [36:21<00:00,  2.58it/s]
Epoch 0: |          | 5621/? [36:21<00:00,  2.58it/s]
Epoch 0: |          | 5621/? [36:21<00:00,  2.58it/s]
Epoch 0: |          | 5622/? [36:22<00:00,  2.58it/s]
Epoch 0: |          | 5622/? [36:22<00:00,  2.58it/s]
Epoch 0: |          | 5623/? [36:22<00:00,  2.58it/s]
Epoch 0: |          | 5623/? [36:22<00:00,  2.58it/s]
Epoch 0: |          | 5624/? [36:22<00:00,  2.58it/s]
Epoch 0: |          | 5624/? [36:22<00:00,  2.58it/s]
Epoch 0: |          | 5625/? [36:23<00:00,  2.58it/s]
Epoch 0: |          | 5625/? [36:23<00:00,  2.58it/s]
Epoch 0: |          | 5626/? [36:23<00:00,  2.58it/s]
Epoch 0: |          | 5626/? [36:23<00:00,  2.58it/s]
Epoch 0: |          | 5627/? [36:23<00:00,  2.58it/s]
Epoch 0: |          | 5627/? [36:23<00:00,  2.58it/s]
Epoch 0: |          | 5628/? [36:23<00:00,  2.58it/s]
Epoch 0: |          | 5628/? [36:23<00:00,  2.58it/s]
Epoch 0: |          | 5629/? [36:24<00:00,  2.58it/s]
Epoch 0: |          | 5629/? [36:24<00:00,  2.58it/s]
Epoch 0: |          | 5630/? [36:24<00:00,  2.58it/s]
Epoch 0: |          | 5630/? [36:24<00:00,  2.58it/s]
Epoch 0: |          | 5631/? [36:25<00:00,  2.58it/s]
Epoch 0: |          | 5631/? [36:25<00:00,  2.58it/s]
Epoch 0: |          | 5632/? [36:25<00:00,  2.58it/s]
Epoch 0: |          | 5632/? [36:25<00:00,  2.58it/s]
Epoch 0: |          | 5633/? [36:25<00:00,  2.58it/s]
Epoch 0: |          | 5633/? [36:25<00:00,  2.58it/s]
Epoch 0: |          | 5634/? [36:26<00:00,  2.58it/s]
Epoch 0: |          | 5634/? [36:26<00:00,  2.58it/s]
Epoch 0: |          | 5635/? [36:26<00:00,  2.58it/s]
Epoch 0: |          | 5635/? [36:26<00:00,  2.58it/s]
Epoch 0: |          | 5636/? [36:26<00:00,  2.58it/s]
Epoch 0: |          | 5636/? [36:26<00:00,  2.58it/s]
Epoch 0: |          | 5637/? [36:27<00:00,  2.58it/s]
Epoch 0: |          | 5637/? [36:27<00:00,  2.58it/s]
Epoch 0: |          | 5638/? [36:27<00:00,  2.58it/s]
Epoch 0: |          | 5638/? [36:27<00:00,  2.58it/s]
Epoch 0: |          | 5639/? [36:27<00:00,  2.58it/s]
Epoch 0: |          | 5639/? [36:27<00:00,  2.58it/s]
Epoch 0: |          | 5640/? [36:28<00:00,  2.58it/s]
Epoch 0: |          | 5640/? [36:28<00:00,  2.58it/s]
Epoch 0: |          | 5641/? [36:28<00:00,  2.58it/s]
Epoch 0: |          | 5641/? [36:28<00:00,  2.58it/s]
Epoch 0: |          | 5642/? [36:28<00:00,  2.58it/s]
Epoch 0: |          | 5642/? [36:28<00:00,  2.58it/s]
Epoch 0: |          | 5643/? [36:29<00:00,  2.58it/s]
Epoch 0: |          | 5643/? [36:29<00:00,  2.58it/s]
Epoch 0: |          | 5644/? [36:29<00:00,  2.58it/s]
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Epoch 0: |          | 5678/? [36:40<00:00,  2.58it/s]
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Epoch 0: |          | 5690/? [36:43<00:00,  2.58it/s]
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Epoch 0: |          | 5691/? [36:44<00:00,  2.58it/s]
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Epoch 0: |          | 5692/? [36:44<00:00,  2.58it/s]
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Epoch 0: |          | 5693/? [36:44<00:00,  2.58it/s]
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Epoch 0: |          | 5694/? [36:44<00:00,  2.58it/s]
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Epoch 0: |          | 5696/? [36:45<00:00,  2.58it/s]
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Epoch 0: |          | 5706/? [36:48<00:00,  2.58it/s]
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Epoch 0: |          | 5708/? [36:49<00:00,  2.58it/s]
Epoch 0: |          | 5708/? [36:49<00:00,  2.58it/s]
Epoch 0: |          | 5709/? [36:49<00:00,  2.58it/s]
Epoch 0: |          | 5709/? [36:49<00:00,  2.58it/s]
Epoch 0: |          | 5710/? [36:49<00:00,  2.58it/s]
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Epoch 0: |          | 5711/? [36:50<00:00,  2.58it/s]
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Epoch 0: |          | 5712/? [36:50<00:00,  2.58it/s]
Epoch 0: |          | 5712/? [36:50<00:00,  2.58it/s]
Epoch 0: |          | 5713/? [36:50<00:00,  2.58it/s]
Epoch 0: |          | 5713/? [36:50<00:00,  2.58it/s]
Epoch 0: |          | 5714/? [36:50<00:00,  2.58it/s]
Epoch 0: |          | 5714/? [36:50<00:00,  2.58it/s]
Epoch 0: |          | 5715/? [36:51<00:00,  2.58it/s]
Epoch 0: |          | 5715/? [36:51<00:00,  2.58it/s]
Epoch 0: |          | 5716/? [36:51<00:00,  2.58it/s]
Epoch 0: |          | 5716/? [36:51<00:00,  2.58it/s]
Epoch 0: |          | 5717/? [36:51<00:00,  2.58it/s]
Epoch 0: |          | 5717/? [36:51<00:00,  2.58it/s]
Epoch 0: |          | 5718/? [36:52<00:00,  2.58it/s]
Epoch 0: |          | 5718/? [36:52<00:00,  2.58it/s]
Epoch 0: |          | 5719/? [36:52<00:00,  2.58it/s]
Epoch 0: |          | 5719/? [36:52<00:00,  2.58it/s]
Epoch 0: |          | 5720/? [36:52<00:00,  2.59it/s]
Epoch 0: |          | 5720/? [36:52<00:00,  2.59it/s]
Epoch 0: |          | 5721/? [36:53<00:00,  2.59it/s]
Epoch 0: |          | 5721/? [36:53<00:00,  2.59it/s]
Epoch 0: |          | 5722/? [36:53<00:00,  2.59it/s]
Epoch 0: |          | 5722/? [36:53<00:00,  2.59it/s]
Epoch 0: |          | 5723/? [36:53<00:00,  2.59it/s]
Epoch 0: |          | 5723/? [36:53<00:00,  2.59it/s]
Epoch 0: |          | 5724/? [36:53<00:00,  2.59it/s]
Epoch 0: |          | 5724/? [36:53<00:00,  2.59it/s]
Epoch 0: |          | 5725/? [36:54<00:00,  2.59it/s]
Epoch 0: |          | 5725/? [36:54<00:00,  2.59it/s]
Epoch 0: |          | 5726/? [36:54<00:00,  2.59it/s]
Epoch 0: |          | 5726/? [36:54<00:00,  2.59it/s]
Epoch 0: |          | 5727/? [36:54<00:00,  2.59it/s]
Epoch 0: |          | 5727/? [36:54<00:00,  2.59it/s]
Epoch 0: |          | 5728/? [36:55<00:00,  2.59it/s]
Epoch 0: |          | 5728/? [36:55<00:00,  2.59it/s]
Epoch 0: |          | 5729/? [36:55<00:00,  2.59it/s]
Epoch 0: |          | 5729/? [36:55<00:00,  2.59it/s]
Epoch 0: |          | 5730/? [36:55<00:00,  2.59it/s]
Epoch 0: |          | 5730/? [36:55<00:00,  2.59it/s]
Epoch 0: |          | 5731/? [36:56<00:00,  2.59it/s]
Epoch 0: |          | 5731/? [36:56<00:00,  2.59it/s]
Epoch 0: |          | 5732/? [36:56<00:00,  2.59it/s]
Epoch 0: |          | 5732/? [36:56<00:00,  2.59it/s]
Epoch 0: |          | 5733/? [36:56<00:00,  2.59it/s]
Epoch 0: |          | 5733/? [36:56<00:00,  2.59it/s]
Epoch 0: |          | 5734/? [36:56<00:00,  2.59it/s]
Epoch 0: |          | 5734/? [36:56<00:00,  2.59it/s]
Epoch 0: |          | 5735/? [36:57<00:00,  2.59it/s]
Epoch 0: |          | 5735/? [36:57<00:00,  2.59it/s]
Epoch 0: |          | 5736/? [36:57<00:00,  2.59it/s]
Epoch 0: |          | 5736/? [36:57<00:00,  2.59it/s]
Epoch 0: |          | 5737/? [36:57<00:00,  2.59it/s]
Epoch 0: |          | 5737/? [36:57<00:00,  2.59it/s]
Epoch 0: |          | 5738/? [36:58<00:00,  2.59it/s]
Epoch 0: |          | 5738/? [36:58<00:00,  2.59it/s]
Epoch 0: |          | 5739/? [36:58<00:00,  2.59it/s]
Epoch 0: |          | 5739/? [36:58<00:00,  2.59it/s]
Epoch 0: |          | 5740/? [36:58<00:00,  2.59it/s]
Epoch 0: |          | 5740/? [36:58<00:00,  2.59it/s]
Epoch 0: |          | 5741/? [36:59<00:00,  2.59it/s]
Epoch 0: |          | 5741/? [36:59<00:00,  2.59it/s]
Epoch 0: |          | 5742/? [36:59<00:00,  2.59it/s]
Epoch 0: |          | 5742/? [36:59<00:00,  2.59it/s]
Epoch 0: |          | 5743/? [36:59<00:00,  2.59it/s]
Epoch 0: |          | 5743/? [36:59<00:00,  2.59it/s]
Epoch 0: |          | 5744/? [36:59<00:00,  2.59it/s]
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Epoch 0: |          | 5745/? [37:00<00:00,  2.59it/s]
Epoch 0: |          | 5745/? [37:00<00:00,  2.59it/s]
Epoch 0: |          | 5746/? [37:00<00:00,  2.59it/s]
Epoch 0: |          | 5746/? [37:00<00:00,  2.59it/s]
Epoch 0: |          | 5747/? [37:00<00:00,  2.59it/s]
Epoch 0: |          | 5747/? [37:00<00:00,  2.59it/s]
Epoch 0: |          | 5748/? [37:01<00:00,  2.59it/s]
Epoch 0: |          | 5748/? [37:01<00:00,  2.59it/s]
Epoch 0: |          | 5749/? [37:01<00:00,  2.59it/s]
Epoch 0: |          | 5749/? [37:01<00:00,  2.59it/s]
Epoch 0: |          | 5750/? [37:01<00:00,  2.59it/s]
Epoch 0: |          | 5750/? [37:01<00:00,  2.59it/s]
Epoch 0: |          | 5751/? [37:02<00:00,  2.59it/s]
Epoch 0: |          | 5751/? [37:02<00:00,  2.59it/s]
Epoch 0: |          | 5752/? [37:02<00:00,  2.59it/s]
Epoch 0: |          | 5752/? [37:02<00:00,  2.59it/s]
Epoch 0: |          | 5753/? [37:02<00:00,  2.59it/s]
Epoch 0: |          | 5753/? [37:02<00:00,  2.59it/s]
Epoch 0: |          | 5754/? [37:02<00:00,  2.59it/s]
Epoch 0: |          | 5754/? [37:02<00:00,  2.59it/s]
Epoch 0: |          | 5755/? [37:03<00:00,  2.59it/s]
Epoch 0: |          | 5755/? [37:03<00:00,  2.59it/s]
Epoch 0: |          | 5756/? [37:03<00:00,  2.59it/s]
Epoch 0: |          | 5756/? [37:03<00:00,  2.59it/s]
Epoch 0: |          | 5757/? [37:03<00:00,  2.59it/s]
Epoch 0: |          | 5757/? [37:03<00:00,  2.59it/s]
Epoch 0: |          | 5758/? [37:04<00:00,  2.59it/s]
Epoch 0: |          | 5758/? [37:04<00:00,  2.59it/s]
Epoch 0: |          | 5759/? [37:04<00:00,  2.59it/s]
Epoch 0: |          | 5759/? [37:04<00:00,  2.59it/s]
Epoch 0: |          | 5760/? [37:04<00:00,  2.59it/s]
Epoch 0: |          | 5760/? [37:04<00:00,  2.59it/s]
Epoch 0: |          | 5761/? [37:05<00:00,  2.59it/s]
Epoch 0: |          | 5761/? [37:05<00:00,  2.59it/s]
Epoch 0: |          | 5762/? [37:05<00:00,  2.59it/s]
Epoch 0: |          | 5762/? [37:05<00:00,  2.59it/s]
Epoch 0: |          | 5763/? [37:05<00:00,  2.59it/s]
Epoch 0: |          | 5763/? [37:05<00:00,  2.59it/s]
Epoch 0: |          | 5764/? [37:05<00:00,  2.59it/s]
Epoch 0: |          | 5764/? [37:05<00:00,  2.59it/s]
Epoch 0: |          | 5765/? [37:06<00:00,  2.59it/s]
Epoch 0: |          | 5765/? [37:06<00:00,  2.59it/s]
Epoch 0: |          | 5766/? [37:06<00:00,  2.59it/s]
Epoch 0: |          | 5766/? [37:06<00:00,  2.59it/s]
Epoch 0: |          | 5767/? [37:06<00:00,  2.59it/s]
Epoch 0: |          | 5767/? [37:06<00:00,  2.59it/s]
Epoch 0: |          | 5768/? [37:07<00:00,  2.59it/s]
Epoch 0: |          | 5768/? [37:07<00:00,  2.59it/s]
Epoch 0: |          | 5769/? [37:07<00:00,  2.59it/s]
Epoch 0: |          | 5769/? [37:07<00:00,  2.59it/s]
Epoch 0: |          | 5770/? [37:07<00:00,  2.59it/s]
Epoch 0: |          | 5770/? [37:07<00:00,  2.59it/s]
Epoch 0: |          | 5771/? [37:08<00:00,  2.59it/s]
Epoch 0: |          | 5771/? [37:08<00:00,  2.59it/s]
Epoch 0: |          | 5772/? [37:08<00:00,  2.59it/s]
Epoch 0: |          | 5772/? [37:08<00:00,  2.59it/s]
Epoch 0: |          | 5773/? [37:08<00:00,  2.59it/s]
Epoch 0: |          | 5773/? [37:08<00:00,  2.59it/s]
Epoch 0: |          | 5774/? [37:08<00:00,  2.59it/s]
Epoch 0: |          | 5774/? [37:08<00:00,  2.59it/s]
Epoch 0: |          | 5775/? [37:09<00:00,  2.59it/s]
Epoch 0: |          | 5775/? [37:09<00:00,  2.59it/s]
Epoch 0: |          | 5776/? [37:09<00:00,  2.59it/s]
Epoch 0: |          | 5776/? [37:09<00:00,  2.59it/s]
Epoch 0: |          | 5777/? [37:09<00:00,  2.59it/s]
Epoch 0: |          | 5777/? [37:09<00:00,  2.59it/s]
Epoch 0: |          | 5778/? [37:10<00:00,  2.59it/s]
Epoch 0: |          | 5778/? [37:10<00:00,  2.59it/s]
Epoch 0: |          | 5779/? [37:10<00:00,  2.59it/s]
Epoch 0: |          | 5779/? [37:10<00:00,  2.59it/s]
Epoch 0: |          | 5780/? [37:10<00:00,  2.59it/s]
Epoch 0: |          | 5780/? [37:10<00:00,  2.59it/s]
Epoch 0: |          | 5781/? [37:11<00:00,  2.59it/s]
Epoch 0: |          | 5781/? [37:11<00:00,  2.59it/s]
Epoch 0: |          | 5782/? [37:11<00:00,  2.59it/s]
Epoch 0: |          | 5782/? [37:11<00:00,  2.59it/s]
Epoch 0: |          | 5783/? [37:11<00:00,  2.59it/s]
Epoch 0: |          | 5783/? [37:11<00:00,  2.59it/s]
Epoch 0: |          | 5784/? [37:11<00:00,  2.59it/s]
Epoch 0: |          | 5784/? [37:11<00:00,  2.59it/s]
Epoch 0: |          | 5785/? [37:12<00:00,  2.59it/s]
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Epoch 0: |          | 5786/? [37:12<00:00,  2.59it/s]
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Epoch 0: |          | 5787/? [37:12<00:00,  2.59it/s]
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Epoch 0: |          | 5788/? [37:13<00:00,  2.59it/s]
Epoch 0: |          | 5788/? [37:13<00:00,  2.59it/s]
Epoch 0: |          | 5789/? [37:13<00:00,  2.59it/s]
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Epoch 0: |          | 5790/? [37:13<00:00,  2.59it/s]
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Epoch 0: |          | 5791/? [37:14<00:00,  2.59it/s]
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Epoch 0: |          | 5792/? [37:14<00:00,  2.59it/s]
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Epoch 0: |          | 5793/? [37:14<00:00,  2.59it/s]
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Epoch 0: |          | 5794/? [37:14<00:00,  2.59it/s]
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Epoch 0: |          | 5795/? [37:15<00:00,  2.59it/s]
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Epoch 0: |          | 5798/? [37:16<00:00,  2.59it/s]
Epoch 0: |          | 5798/? [37:16<00:00,  2.59it/s]
Epoch 0: |          | 5799/? [37:16<00:00,  2.59it/s]
Epoch 0: |          | 5799/? [37:16<00:00,  2.59it/s]
Epoch 0: |          | 5800/? [37:16<00:00,  2.59it/s]
Epoch 0: |          | 5800/? [37:16<00:00,  2.59it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.26it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 11.29it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 11.29it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 11.20it/s]

Epoch 0: |          | 5800/? [37:17<00:00,  2.59it/s]
Epoch 0: |          | 5801/? [37:17<00:00,  2.59it/s]
Epoch 0: |          | 5801/? [37:17<00:00,  2.59it/s]
Epoch 0: |          | 5802/? [37:17<00:00,  2.59it/s]
Epoch 0: |          | 5802/? [37:17<00:00,  2.59it/s]
Epoch 0: |          | 5803/? [37:18<00:00,  2.59it/s]
Epoch 0: |          | 5803/? [37:18<00:00,  2.59it/s]
Epoch 0: |          | 5804/? [37:18<00:00,  2.59it/s]
Epoch 0: |          | 5804/? [37:18<00:00,  2.59it/s]
Epoch 0: |          | 5805/? [37:18<00:00,  2.59it/s]
Epoch 0: |          | 5805/? [37:18<00:00,  2.59it/s]
Epoch 0: |          | 5806/? [37:18<00:00,  2.59it/s]
Epoch 0: |          | 5806/? [37:18<00:00,  2.59it/s]
Epoch 0: |          | 5807/? [37:19<00:00,  2.59it/s]
Epoch 0: |          | 5807/? [37:19<00:00,  2.59it/s]
Epoch 0: |          | 5808/? [37:19<00:00,  2.59it/s]
Epoch 0: |          | 5808/? [37:19<00:00,  2.59it/s]
Epoch 0: |          | 5809/? [37:19<00:00,  2.59it/s]
Epoch 0: |          | 5809/? [37:19<00:00,  2.59it/s]
Epoch 0: |          | 5810/? [37:20<00:00,  2.59it/s]
Epoch 0: |          | 5810/? [37:20<00:00,  2.59it/s]
Epoch 0: |          | 5811/? [37:20<00:00,  2.59it/s]
Epoch 0: |          | 5811/? [37:20<00:00,  2.59it/s]
Epoch 0: |          | 5812/? [37:20<00:00,  2.59it/s]
Epoch 0: |          | 5812/? [37:20<00:00,  2.59it/s]
Epoch 0: |          | 5813/? [37:21<00:00,  2.59it/s]
Epoch 0: |          | 5813/? [37:21<00:00,  2.59it/s]
Epoch 0: |          | 5814/? [37:21<00:00,  2.59it/s]
Epoch 0: |          | 5814/? [37:21<00:00,  2.59it/s]
Epoch 0: |          | 5815/? [37:21<00:00,  2.59it/s]
Epoch 0: |          | 5815/? [37:21<00:00,  2.59it/s]
Epoch 0: |          | 5816/? [37:21<00:00,  2.59it/s]
Epoch 0: |          | 5816/? [37:21<00:00,  2.59it/s]
Epoch 0: |          | 5817/? [37:22<00:00,  2.59it/s]
Epoch 0: |          | 5817/? [37:22<00:00,  2.59it/s]
Epoch 0: |          | 5818/? [37:22<00:00,  2.59it/s]
Epoch 0: |          | 5818/? [37:22<00:00,  2.59it/s]
Epoch 0: |          | 5819/? [37:22<00:00,  2.59it/s]
Epoch 0: |          | 5819/? [37:22<00:00,  2.59it/s]
Epoch 0: |          | 5820/? [37:23<00:00,  2.59it/s]
Epoch 0: |          | 5820/? [37:23<00:00,  2.59it/s]
Epoch 0: |          | 5821/? [37:23<00:00,  2.59it/s]
Epoch 0: |          | 5821/? [37:23<00:00,  2.59it/s]
Epoch 0: |          | 5822/? [37:23<00:00,  2.59it/s]
Epoch 0: |          | 5822/? [37:23<00:00,  2.59it/s]
Epoch 0: |          | 5823/? [37:24<00:00,  2.59it/s]
Epoch 0: |          | 5823/? [37:24<00:00,  2.59it/s]
Epoch 0: |          | 5824/? [37:24<00:00,  2.59it/s]
Epoch 0: |          | 5824/? [37:24<00:00,  2.59it/s]
Epoch 0: |          | 5825/? [37:24<00:00,  2.60it/s]
Epoch 0: |          | 5825/? [37:24<00:00,  2.60it/s]
Epoch 0: |          | 5826/? [37:24<00:00,  2.60it/s]
Epoch 0: |          | 5826/? [37:24<00:00,  2.60it/s]
Epoch 0: |          | 5827/? [37:25<00:00,  2.60it/s]
Epoch 0: |          | 5827/? [37:25<00:00,  2.60it/s]
Epoch 0: |          | 5828/? [37:25<00:00,  2.60it/s]
Epoch 0: |          | 5828/? [37:25<00:00,  2.60it/s]
Epoch 0: |          | 5829/? [37:25<00:00,  2.60it/s]
Epoch 0: |          | 5829/? [37:25<00:00,  2.60it/s]
Epoch 0: |          | 5830/? [37:26<00:00,  2.60it/s]
Epoch 0: |          | 5830/? [37:26<00:00,  2.60it/s]
Epoch 0: |          | 5831/? [37:26<00:00,  2.60it/s]
Epoch 0: |          | 5831/? [37:26<00:00,  2.60it/s]
Epoch 0: |          | 5832/? [37:26<00:00,  2.60it/s]
Epoch 0: |          | 5832/? [37:26<00:00,  2.60it/s]
Epoch 0: |          | 5833/? [37:27<00:00,  2.60it/s]
Epoch 0: |          | 5833/? [37:27<00:00,  2.60it/s]
Epoch 0: |          | 5834/? [37:27<00:00,  2.60it/s]
Epoch 0: |          | 5834/? [37:27<00:00,  2.60it/s]
Epoch 0: |          | 5835/? [37:27<00:00,  2.60it/s]
Epoch 0: |          | 5835/? [37:27<00:00,  2.60it/s]
Epoch 0: |          | 5836/? [37:28<00:00,  2.60it/s]
Epoch 0: |          | 5836/? [37:28<00:00,  2.60it/s]
Epoch 0: |          | 5837/? [37:28<00:00,  2.60it/s]
Epoch 0: |          | 5837/? [37:28<00:00,  2.60it/s]
Epoch 0: |          | 5838/? [37:28<00:00,  2.60it/s]
Epoch 0: |          | 5838/? [37:28<00:00,  2.60it/s]
Epoch 0: |          | 5839/? [37:28<00:00,  2.60it/s]
Epoch 0: |          | 5839/? [37:28<00:00,  2.60it/s]
Epoch 0: |          | 5840/? [37:29<00:00,  2.60it/s]
Epoch 0: |          | 5840/? [37:29<00:00,  2.60it/s]
Epoch 0: |          | 5841/? [37:29<00:00,  2.60it/s]
Epoch 0: |          | 5841/? [37:29<00:00,  2.60it/s]
Epoch 0: |          | 5842/? [37:29<00:00,  2.60it/s]
Epoch 0: |          | 5842/? [37:29<00:00,  2.60it/s]
Epoch 0: |          | 5843/? [37:30<00:00,  2.60it/s]
Epoch 0: |          | 5843/? [37:30<00:00,  2.60it/s]
Epoch 0: |          | 5844/? [37:30<00:00,  2.60it/s]
Epoch 0: |          | 5844/? [37:30<00:00,  2.60it/s]
Epoch 0: |          | 5845/? [37:30<00:00,  2.60it/s]
Epoch 0: |          | 5845/? [37:30<00:00,  2.60it/s]
Epoch 0: |          | 5846/? [37:31<00:00,  2.60it/s]
Epoch 0: |          | 5846/? [37:31<00:00,  2.60it/s]
Epoch 0: |          | 5847/? [37:31<00:00,  2.60it/s]
Epoch 0: |          | 5847/? [37:31<00:00,  2.60it/s]
Epoch 0: |          | 5848/? [37:31<00:00,  2.60it/s]
Epoch 0: |          | 5848/? [37:31<00:00,  2.60it/s]
Epoch 0: |          | 5849/? [37:31<00:00,  2.60it/s]
Epoch 0: |          | 5849/? [37:31<00:00,  2.60it/s]
Epoch 0: |          | 5850/? [37:32<00:00,  2.60it/s]
Epoch 0: |          | 5850/? [37:32<00:00,  2.60it/s]
Epoch 0: |          | 5851/? [37:32<00:00,  2.60it/s]
Epoch 0: |          | 5851/? [37:32<00:00,  2.60it/s]
Epoch 0: |          | 5852/? [37:32<00:00,  2.60it/s]
Epoch 0: |          | 5852/? [37:32<00:00,  2.60it/s]
Epoch 0: |          | 5853/? [37:33<00:00,  2.60it/s]
Epoch 0: |          | 5853/? [37:33<00:00,  2.60it/s]
Epoch 0: |          | 5854/? [37:33<00:00,  2.60it/s]
Epoch 0: |          | 5854/? [37:33<00:00,  2.60it/s]
Epoch 0: |          | 5855/? [37:33<00:00,  2.60it/s]
Epoch 0: |          | 5855/? [37:33<00:00,  2.60it/s]
Epoch 0: |          | 5856/? [37:34<00:00,  2.60it/s]
Epoch 0: |          | 5856/? [37:34<00:00,  2.60it/s]
Epoch 0: |          | 5857/? [37:34<00:00,  2.60it/s]
Epoch 0: |          | 5857/? [37:34<00:00,  2.60it/s]
Epoch 0: |          | 5858/? [37:34<00:00,  2.60it/s]
Epoch 0: |          | 5858/? [37:34<00:00,  2.60it/s]
Epoch 0: |          | 5859/? [37:34<00:00,  2.60it/s]
Epoch 0: |          | 5859/? [37:34<00:00,  2.60it/s]
Epoch 0: |          | 5860/? [37:35<00:00,  2.60it/s]
Epoch 0: |          | 5860/? [37:35<00:00,  2.60it/s]
Epoch 0: |          | 5861/? [37:35<00:00,  2.60it/s]
Epoch 0: |          | 5861/? [37:35<00:00,  2.60it/s]
Epoch 0: |          | 5862/? [37:35<00:00,  2.60it/s]
Epoch 0: |          | 5862/? [37:35<00:00,  2.60it/s]
Epoch 0: |          | 5863/? [37:36<00:00,  2.60it/s]
Epoch 0: |          | 5863/? [37:36<00:00,  2.60it/s]
Epoch 0: |          | 5864/? [37:36<00:00,  2.60it/s]
Epoch 0: |          | 5864/? [37:36<00:00,  2.60it/s]
Epoch 0: |          | 5865/? [37:36<00:00,  2.60it/s]
Epoch 0: |          | 5865/? [37:36<00:00,  2.60it/s]
Epoch 0: |          | 5866/? [37:37<00:00,  2.60it/s]
Epoch 0: |          | 5866/? [37:37<00:00,  2.60it/s]
Epoch 0: |          | 5867/? [37:37<00:00,  2.60it/s]
Epoch 0: |          | 5867/? [37:37<00:00,  2.60it/s]
Epoch 0: |          | 5868/? [37:37<00:00,  2.60it/s]
Epoch 0: |          | 5868/? [37:37<00:00,  2.60it/s]
Epoch 0: |          | 5869/? [37:37<00:00,  2.60it/s]
Epoch 0: |          | 5869/? [37:37<00:00,  2.60it/s]
Epoch 0: |          | 5870/? [37:38<00:00,  2.60it/s]
Epoch 0: |          | 5870/? [37:38<00:00,  2.60it/s]
Epoch 0: |          | 5871/? [37:38<00:00,  2.60it/s]
Epoch 0: |          | 5871/? [37:38<00:00,  2.60it/s]
Epoch 0: |          | 5872/? [37:38<00:00,  2.60it/s]
Epoch 0: |          | 5872/? [37:38<00:00,  2.60it/s]
Epoch 0: |          | 5873/? [37:39<00:00,  2.60it/s]
Epoch 0: |          | 5873/? [37:39<00:00,  2.60it/s]
Epoch 0: |          | 5874/? [37:39<00:00,  2.60it/s]
Epoch 0: |          | 5874/? [37:39<00:00,  2.60it/s]
Epoch 0: |          | 5875/? [37:39<00:00,  2.60it/s]
Epoch 0: |          | 5875/? [37:39<00:00,  2.60it/s]
Epoch 0: |          | 5876/? [37:40<00:00,  2.60it/s]
Epoch 0: |          | 5876/? [37:40<00:00,  2.60it/s]
Epoch 0: |          | 5877/? [37:40<00:00,  2.60it/s]
Epoch 0: |          | 5877/? [37:40<00:00,  2.60it/s]
Epoch 0: |          | 5878/? [37:40<00:00,  2.60it/s]
Epoch 0: |          | 5878/? [37:40<00:00,  2.60it/s]
Epoch 0: |          | 5879/? [37:40<00:00,  2.60it/s]
Epoch 0: |          | 5879/? [37:40<00:00,  2.60it/s]
Epoch 0: |          | 5880/? [37:41<00:00,  2.60it/s]
Epoch 0: |          | 5880/? [37:41<00:00,  2.60it/s]
Epoch 0: |          | 5881/? [37:41<00:00,  2.60it/s]
Epoch 0: |          | 5881/? [37:41<00:00,  2.60it/s]
Epoch 0: |          | 5882/? [37:41<00:00,  2.60it/s]
Epoch 0: |          | 5882/? [37:41<00:00,  2.60it/s]
Epoch 0: |          | 5883/? [37:42<00:00,  2.60it/s]
Epoch 0: |          | 5883/? [37:42<00:00,  2.60it/s]
Epoch 0: |          | 5884/? [37:42<00:00,  2.60it/s]
Epoch 0: |          | 5884/? [37:42<00:00,  2.60it/s]
Epoch 0: |          | 5885/? [37:42<00:00,  2.60it/s]
Epoch 0: |          | 5885/? [37:42<00:00,  2.60it/s]
Epoch 0: |          | 5886/? [37:43<00:00,  2.60it/s]
Epoch 0: |          | 5886/? [37:43<00:00,  2.60it/s]
Epoch 0: |          | 5887/? [37:43<00:00,  2.60it/s]
Epoch 0: |          | 5887/? [37:43<00:00,  2.60it/s]
Epoch 0: |          | 5888/? [37:43<00:00,  2.60it/s]
Epoch 0: |          | 5888/? [37:43<00:00,  2.60it/s]
Epoch 0: |          | 5889/? [37:43<00:00,  2.60it/s]
Epoch 0: |          | 5889/? [37:43<00:00,  2.60it/s]
Epoch 0: |          | 5890/? [37:44<00:00,  2.60it/s]
Epoch 0: |          | 5890/? [37:44<00:00,  2.60it/s]
Epoch 0: |          | 5891/? [37:44<00:00,  2.60it/s]
Epoch 0: |          | 5891/? [37:44<00:00,  2.60it/s]
Epoch 0: |          | 5892/? [37:44<00:00,  2.60it/s]
Epoch 0: |          | 5892/? [37:44<00:00,  2.60it/s]
Epoch 0: |          | 5893/? [37:45<00:00,  2.60it/s]
Epoch 0: |          | 5893/? [37:45<00:00,  2.60it/s]
Epoch 0: |          | 5894/? [37:45<00:00,  2.60it/s]
Epoch 0: |          | 5894/? [37:45<00:00,  2.60it/s]
Epoch 0: |          | 5895/? [37:45<00:00,  2.60it/s]
Epoch 0: |          | 5895/? [37:45<00:00,  2.60it/s]
Epoch 0: |          | 5896/? [37:45<00:00,  2.60it/s]
Epoch 0: |          | 5896/? [37:45<00:00,  2.60it/s]
Epoch 0: |          | 5897/? [37:46<00:00,  2.60it/s]
Epoch 0: |          | 5897/? [37:46<00:00,  2.60it/s]
Epoch 0: |          | 5898/? [37:46<00:00,  2.60it/s]
Epoch 0: |          | 5898/? [37:46<00:00,  2.60it/s]
Epoch 0: |          | 5899/? [37:46<00:00,  2.60it/s]
Epoch 0: |          | 5899/? [37:46<00:00,  2.60it/s]
Epoch 0: |          | 5900/? [37:47<00:00,  2.60it/s]
Epoch 0: |          | 5900/? [37:47<00:00,  2.60it/s]
Epoch 0: |          | 5901/? [37:47<00:00,  2.60it/s]
Epoch 0: |          | 5901/? [37:47<00:00,  2.60it/s]
Epoch 0: |          | 5902/? [37:47<00:00,  2.60it/s]
Epoch 0: |          | 5902/? [37:47<00:00,  2.60it/s]
Epoch 0: |          | 5903/? [37:48<00:00,  2.60it/s]
Epoch 0: |          | 5903/? [37:48<00:00,  2.60it/s]
Epoch 0: |          | 5904/? [37:48<00:00,  2.60it/s]
Epoch 0: |          | 5904/? [37:48<00:00,  2.60it/s]
Epoch 0: |          | 5905/? [37:48<00:00,  2.60it/s]
Epoch 0: |          | 5905/? [37:48<00:00,  2.60it/s]
Epoch 0: |          | 5906/? [37:48<00:00,  2.60it/s]
Epoch 0: |          | 5906/? [37:48<00:00,  2.60it/s]
Epoch 0: |          | 5907/? [37:49<00:00,  2.60it/s]
Epoch 0: |          | 5907/? [37:49<00:00,  2.60it/s]
Epoch 0: |          | 5908/? [37:49<00:00,  2.60it/s]
Epoch 0: |          | 5908/? [37:49<00:00,  2.60it/s]
Epoch 0: |          | 5909/? [37:49<00:00,  2.60it/s]
Epoch 0: |          | 5909/? [37:49<00:00,  2.60it/s]
Epoch 0: |          | 5910/? [37:50<00:00,  2.60it/s]
Epoch 0: |          | 5910/? [37:50<00:00,  2.60it/s]
Epoch 0: |          | 5911/? [37:50<00:00,  2.60it/s]
Epoch 0: |          | 5911/? [37:50<00:00,  2.60it/s]
Epoch 0: |          | 5912/? [37:50<00:00,  2.60it/s]
Epoch 0: |          | 5912/? [37:50<00:00,  2.60it/s]
Epoch 0: |          | 5913/? [37:51<00:00,  2.60it/s]
Epoch 0: |          | 5913/? [37:51<00:00,  2.60it/s]
Epoch 0: |          | 5914/? [37:51<00:00,  2.60it/s]
Epoch 0: |          | 5914/? [37:51<00:00,  2.60it/s]
Epoch 0: |          | 5915/? [37:51<00:00,  2.60it/s]
Epoch 0: |          | 5915/? [37:51<00:00,  2.60it/s]
Epoch 0: |          | 5916/? [37:51<00:00,  2.60it/s]
Epoch 0: |          | 5916/? [37:51<00:00,  2.60it/s]
Epoch 0: |          | 5917/? [37:52<00:00,  2.60it/s]
Epoch 0: |          | 5917/? [37:52<00:00,  2.60it/s]
Epoch 0: |          | 5918/? [37:52<00:00,  2.60it/s]
Epoch 0: |          | 5918/? [37:52<00:00,  2.60it/s]
Epoch 0: |          | 5919/? [37:52<00:00,  2.60it/s]
Epoch 0: |          | 5919/? [37:52<00:00,  2.60it/s]
Epoch 0: |          | 5920/? [37:53<00:00,  2.60it/s]
Epoch 0: |          | 5920/? [37:53<00:00,  2.60it/s]
Epoch 0: |          | 5921/? [37:53<00:00,  2.60it/s]
Epoch 0: |          | 5921/? [37:53<00:00,  2.60it/s]
Epoch 0: |          | 5922/? [37:53<00:00,  2.60it/s]
Epoch 0: |          | 5922/? [37:53<00:00,  2.60it/s]
Epoch 0: |          | 5923/? [37:54<00:00,  2.60it/s]
Epoch 0: |          | 5923/? [37:54<00:00,  2.60it/s]
Epoch 0: |          | 5924/? [37:54<00:00,  2.60it/s]
Epoch 0: |          | 5924/? [37:54<00:00,  2.60it/s]
Epoch 0: |          | 5925/? [37:54<00:00,  2.60it/s]
Epoch 0: |          | 5925/? [37:54<00:00,  2.60it/s]
Epoch 0: |          | 5926/? [37:54<00:00,  2.60it/s]
Epoch 0: |          | 5926/? [37:54<00:00,  2.60it/s]
Epoch 0: |          | 5927/? [37:55<00:00,  2.61it/s]
Epoch 0: |          | 5927/? [37:55<00:00,  2.61it/s]
Epoch 0: |          | 5928/? [37:55<00:00,  2.61it/s]
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Epoch 0: |          | 5929/? [37:55<00:00,  2.61it/s]
Epoch 0: |          | 5929/? [37:55<00:00,  2.61it/s]
Epoch 0: |          | 5930/? [37:56<00:00,  2.61it/s]
Epoch 0: |          | 5930/? [37:56<00:00,  2.61it/s]
Epoch 0: |          | 5931/? [37:56<00:00,  2.61it/s]
Epoch 0: |          | 5931/? [37:56<00:00,  2.61it/s]
Epoch 0: |          | 5932/? [37:56<00:00,  2.61it/s]
Epoch 0: |          | 5932/? [37:56<00:00,  2.61it/s]
Epoch 0: |          | 5933/? [37:56<00:00,  2.61it/s]
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Epoch 0: |          | 5934/? [37:57<00:00,  2.61it/s]
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Epoch 0: |          | 5935/? [37:57<00:00,  2.61it/s]
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Epoch 0: |          | 5936/? [37:57<00:00,  2.61it/s]
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Epoch 0: |          | 5937/? [37:58<00:00,  2.61it/s]
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Epoch 0: |          | 5938/? [37:58<00:00,  2.61it/s]
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Epoch 0: |          | 5939/? [37:58<00:00,  2.61it/s]
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Epoch 0: |          | 5940/? [37:59<00:00,  2.61it/s]
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Epoch 0: |          | 5941/? [37:59<00:00,  2.61it/s]
Epoch 0: |          | 5941/? [37:59<00:00,  2.61it/s]
Epoch 0: |          | 5942/? [37:59<00:00,  2.61it/s]
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Epoch 0: |          | 5943/? [37:59<00:00,  2.61it/s]
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Epoch 0: |          | 5944/? [38:00<00:00,  2.61it/s]
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Epoch 0: |          | 5945/? [38:00<00:00,  2.61it/s]
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Epoch 0: |          | 5946/? [38:00<00:00,  2.61it/s]
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Epoch 0: |          | 5947/? [38:01<00:00,  2.61it/s]
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Epoch 0: |          | 5948/? [38:01<00:00,  2.61it/s]
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Epoch 0: |          | 5949/? [38:01<00:00,  2.61it/s]
Epoch 0: |          | 5949/? [38:01<00:00,  2.61it/s]
Epoch 0: |          | 5950/? [38:02<00:00,  2.61it/s]
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Epoch 0: |          | 5951/? [38:02<00:00,  2.61it/s]
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Epoch 0: |          | 5952/? [38:02<00:00,  2.61it/s]
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Epoch 0: |          | 5953/? [38:03<00:00,  2.61it/s]
Epoch 0: |          | 5953/? [38:03<00:00,  2.61it/s]
Epoch 0: |          | 5954/? [38:03<00:00,  2.61it/s]
Epoch 0: |          | 5954/? [38:03<00:00,  2.61it/s]
Epoch 0: |          | 5955/? [38:03<00:00,  2.61it/s]
Epoch 0: |          | 5955/? [38:03<00:00,  2.61it/s]
Epoch 0: |          | 5956/? [38:03<00:00,  2.61it/s]
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Epoch 0: |          | 5957/? [38:04<00:00,  2.61it/s]
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Epoch 0: |          | 5958/? [38:04<00:00,  2.61it/s]
Epoch 0: |          | 5958/? [38:04<00:00,  2.61it/s]
Epoch 0: |          | 5959/? [38:04<00:00,  2.61it/s]
Epoch 0: |          | 5959/? [38:04<00:00,  2.61it/s]
Epoch 0: |          | 5960/? [38:05<00:00,  2.61it/s]
Epoch 0: |          | 5960/? [38:05<00:00,  2.61it/s]
Epoch 0: |          | 5961/? [38:05<00:00,  2.61it/s]
Epoch 0: |          | 5961/? [38:05<00:00,  2.61it/s]
Epoch 0: |          | 5962/? [38:05<00:00,  2.61it/s]
Epoch 0: |          | 5962/? [38:05<00:00,  2.61it/s]
Epoch 0: |          | 5963/? [38:05<00:00,  2.61it/s]
Epoch 0: |          | 5963/? [38:05<00:00,  2.61it/s]
Epoch 0: |          | 5964/? [38:06<00:00,  2.61it/s]
Epoch 0: |          | 5964/? [38:06<00:00,  2.61it/s]
Epoch 0: |          | 5965/? [38:06<00:00,  2.61it/s]
Epoch 0: |          | 5965/? [38:06<00:00,  2.61it/s]
Epoch 0: |          | 5966/? [38:06<00:00,  2.61it/s]
Epoch 0: |          | 5966/? [38:06<00:00,  2.61it/s]
Epoch 0: |          | 5967/? [38:07<00:00,  2.61it/s]
Epoch 0: |          | 5967/? [38:07<00:00,  2.61it/s]
Epoch 0: |          | 5968/? [38:07<00:00,  2.61it/s]
Epoch 0: |          | 5968/? [38:07<00:00,  2.61it/s]
Epoch 0: |          | 5969/? [38:07<00:00,  2.61it/s]
Epoch 0: |          | 5969/? [38:07<00:00,  2.61it/s]
Epoch 0: |          | 5970/? [38:08<00:00,  2.61it/s]
Epoch 0: |          | 5970/? [38:08<00:00,  2.61it/s]
Epoch 0: |          | 5971/? [38:08<00:00,  2.61it/s]
Epoch 0: |          | 5971/? [38:08<00:00,  2.61it/s]
Epoch 0: |          | 5972/? [38:08<00:00,  2.61it/s]
Epoch 0: |          | 5972/? [38:08<00:00,  2.61it/s]
Epoch 0: |          | 5973/? [38:08<00:00,  2.61it/s]
Epoch 0: |          | 5973/? [38:08<00:00,  2.61it/s]
Epoch 0: |          | 5974/? [38:09<00:00,  2.61it/s]
Epoch 0: |          | 5974/? [38:09<00:00,  2.61it/s]
Epoch 0: |          | 5975/? [38:09<00:00,  2.61it/s]
Epoch 0: |          | 5975/? [38:09<00:00,  2.61it/s]
Epoch 0: |          | 5976/? [38:09<00:00,  2.61it/s]
Epoch 0: |          | 5976/? [38:09<00:00,  2.61it/s]
Epoch 0: |          | 5977/? [38:10<00:00,  2.61it/s]
Epoch 0: |          | 5977/? [38:10<00:00,  2.61it/s]
Epoch 0: |          | 5978/? [38:10<00:00,  2.61it/s]
Epoch 0: |          | 5978/? [38:10<00:00,  2.61it/s]
Epoch 0: |          | 5979/? [38:10<00:00,  2.61it/s]
Epoch 0: |          | 5979/? [38:10<00:00,  2.61it/s]
Epoch 0: |          | 5980/? [38:11<00:00,  2.61it/s]
Epoch 0: |          | 5980/? [38:11<00:00,  2.61it/s]
Epoch 0: |          | 5981/? [38:11<00:00,  2.61it/s]
Epoch 0: |          | 5981/? [38:11<00:00,  2.61it/s]
Epoch 0: |          | 5982/? [38:11<00:00,  2.61it/s]
Epoch 0: |          | 5982/? [38:11<00:00,  2.61it/s]
Epoch 0: |          | 5983/? [38:11<00:00,  2.61it/s]
Epoch 0: |          | 5983/? [38:11<00:00,  2.61it/s]
Epoch 0: |          | 5984/? [38:12<00:00,  2.61it/s]
Epoch 0: |          | 5984/? [38:12<00:00,  2.61it/s]
Epoch 0: |          | 5985/? [38:12<00:00,  2.61it/s]
Epoch 0: |          | 5985/? [38:12<00:00,  2.61it/s]
Epoch 0: |          | 5986/? [38:12<00:00,  2.61it/s]
Epoch 0: |          | 5986/? [38:12<00:00,  2.61it/s]
Epoch 0: |          | 5987/? [38:13<00:00,  2.61it/s]
Epoch 0: |          | 5987/? [38:13<00:00,  2.61it/s]
Epoch 0: |          | 5988/? [38:13<00:00,  2.61it/s]
Epoch 0: |          | 5988/? [38:13<00:00,  2.61it/s]
Epoch 0: |          | 5989/? [38:13<00:00,  2.61it/s]
Epoch 0: |          | 5989/? [38:13<00:00,  2.61it/s]
Epoch 0: |          | 5990/? [38:13<00:00,  2.61it/s]
Epoch 0: |          | 5990/? [38:13<00:00,  2.61it/s]
Epoch 0: |          | 5991/? [38:14<00:00,  2.61it/s]
Epoch 0: |          | 5991/? [38:14<00:00,  2.61it/s]
Epoch 0: |          | 5992/? [38:14<00:00,  2.61it/s]
Epoch 0: |          | 5992/? [38:14<00:00,  2.61it/s]
Epoch 0: |          | 5993/? [38:14<00:00,  2.61it/s]
Epoch 0: |          | 5993/? [38:14<00:00,  2.61it/s]
Epoch 0: |          | 5994/? [38:15<00:00,  2.61it/s]
Epoch 0: |          | 5994/? [38:15<00:00,  2.61it/s]
Epoch 0: |          | 5995/? [38:15<00:00,  2.61it/s]
Epoch 0: |          | 5995/? [38:15<00:00,  2.61it/s]
Epoch 0: |          | 5996/? [38:15<00:00,  2.61it/s]
Epoch 0: |          | 5996/? [38:15<00:00,  2.61it/s]
Epoch 0: |          | 5997/? [38:16<00:00,  2.61it/s]
Epoch 0: |          | 5997/? [38:16<00:00,  2.61it/s]
Epoch 0: |          | 5998/? [38:16<00:00,  2.61it/s]
Epoch 0: |          | 5998/? [38:16<00:00,  2.61it/s]
Epoch 0: |          | 5999/? [38:16<00:00,  2.61it/s]
Epoch 0: |          | 5999/? [38:16<00:00,  2.61it/s]
Epoch 0: |          | 6000/? [38:16<00:00,  2.61it/s]
Epoch 0: |          | 6000/? [38:16<00:00,  2.61it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.99it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 11.89it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 11.52it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 11.74it/s]

Epoch 0: |          | 6000/? [38:17<00:00,  2.61it/s]
Epoch 0: |          | 6001/? [38:17<00:00,  2.61it/s]
Epoch 0: |          | 6001/? [38:17<00:00,  2.61it/s]
Epoch 0: |          | 6002/? [38:17<00:00,  2.61it/s]
Epoch 0: |          | 6002/? [38:17<00:00,  2.61it/s]
Epoch 0: |          | 6003/? [38:18<00:00,  2.61it/s]
Epoch 0: |          | 6003/? [38:18<00:00,  2.61it/s]
Epoch 0: |          | 6004/? [38:18<00:00,  2.61it/s]
Epoch 0: |          | 6004/? [38:18<00:00,  2.61it/s]
Epoch 0: |          | 6005/? [38:18<00:00,  2.61it/s]
Epoch 0: |          | 6005/? [38:18<00:00,  2.61it/s]
Epoch 0: |          | 6006/? [38:19<00:00,  2.61it/s]
Epoch 0: |          | 6006/? [38:19<00:00,  2.61it/s]
Epoch 0: |          | 6007/? [38:19<00:00,  2.61it/s]
Epoch 0: |          | 6007/? [38:19<00:00,  2.61it/s]
Epoch 0: |          | 6008/? [38:19<00:00,  2.61it/s]
Epoch 0: |          | 6008/? [38:19<00:00,  2.61it/s]
Epoch 0: |          | 6009/? [38:19<00:00,  2.61it/s]
Epoch 0: |          | 6009/? [38:19<00:00,  2.61it/s]
Epoch 0: |          | 6010/? [38:20<00:00,  2.61it/s]
Epoch 0: |          | 6010/? [38:20<00:00,  2.61it/s]
Epoch 0: |          | 6011/? [38:20<00:00,  2.61it/s]
Epoch 0: |          | 6011/? [38:20<00:00,  2.61it/s]
Epoch 0: |          | 6012/? [38:20<00:00,  2.61it/s]
Epoch 0: |          | 6012/? [38:20<00:00,  2.61it/s]
Epoch 0: |          | 6013/? [38:21<00:00,  2.61it/s]
Epoch 0: |          | 6013/? [38:21<00:00,  2.61it/s]
Epoch 0: |          | 6014/? [38:21<00:00,  2.61it/s]
Epoch 0: |          | 6014/? [38:21<00:00,  2.61it/s]
Epoch 0: |          | 6015/? [38:21<00:00,  2.61it/s]
Epoch 0: |          | 6015/? [38:21<00:00,  2.61it/s]
Epoch 0: |          | 6016/? [38:22<00:00,  2.61it/s]
Epoch 0: |          | 6016/? [38:22<00:00,  2.61it/s]
Epoch 0: |          | 6017/? [38:22<00:00,  2.61it/s]
Epoch 0: |          | 6017/? [38:22<00:00,  2.61it/s]
Epoch 0: |          | 6018/? [38:22<00:00,  2.61it/s]
Epoch 0: |          | 6018/? [38:22<00:00,  2.61it/s]
Epoch 0: |          | 6019/? [38:22<00:00,  2.61it/s]
Epoch 0: |          | 6019/? [38:22<00:00,  2.61it/s]
Epoch 0: |          | 6020/? [38:23<00:00,  2.61it/s]
Epoch 0: |          | 6020/? [38:23<00:00,  2.61it/s]
Epoch 0: |          | 6021/? [38:23<00:00,  2.61it/s]
Epoch 0: |          | 6021/? [38:23<00:00,  2.61it/s]
Epoch 0: |          | 6022/? [38:23<00:00,  2.61it/s]
Epoch 0: |          | 6022/? [38:23<00:00,  2.61it/s]
Epoch 0: |          | 6023/? [38:24<00:00,  2.61it/s]
Epoch 0: |          | 6023/? [38:24<00:00,  2.61it/s]
Epoch 0: |          | 6024/? [38:24<00:00,  2.61it/s]
Epoch 0: |          | 6024/? [38:24<00:00,  2.61it/s]
Epoch 0: |          | 6025/? [38:24<00:00,  2.61it/s]
Epoch 0: |          | 6025/? [38:24<00:00,  2.61it/s]
Epoch 0: |          | 6026/? [38:25<00:00,  2.61it/s]
Epoch 0: |          | 6026/? [38:25<00:00,  2.61it/s]
Epoch 0: |          | 6027/? [38:25<00:00,  2.61it/s]
Epoch 0: |          | 6027/? [38:25<00:00,  2.61it/s]
Epoch 0: |          | 6028/? [38:25<00:00,  2.61it/s]
Epoch 0: |          | 6028/? [38:25<00:00,  2.61it/s]
Epoch 0: |          | 6029/? [38:25<00:00,  2.61it/s]
Epoch 0: |          | 6029/? [38:25<00:00,  2.61it/s]
Epoch 0: |          | 6030/? [38:26<00:00,  2.61it/s]
Epoch 0: |          | 6030/? [38:26<00:00,  2.61it/s]
Epoch 0: |          | 6031/? [38:26<00:00,  2.61it/s]
Epoch 0: |          | 6031/? [38:26<00:00,  2.61it/s]
Epoch 0: |          | 6032/? [38:26<00:00,  2.61it/s]
Epoch 0: |          | 6032/? [38:26<00:00,  2.61it/s]
Epoch 0: |          | 6033/? [38:27<00:00,  2.61it/s]
Epoch 0: |          | 6033/? [38:27<00:00,  2.61it/s]
Epoch 0: |          | 6034/? [38:27<00:00,  2.62it/s]
Epoch 0: |          | 6034/? [38:27<00:00,  2.62it/s]
Epoch 0: |          | 6035/? [38:27<00:00,  2.62it/s]
Epoch 0: |          | 6035/? [38:27<00:00,  2.62it/s]
Epoch 0: |          | 6036/? [38:28<00:00,  2.62it/s]
Epoch 0: |          | 6036/? [38:28<00:00,  2.62it/s]
Epoch 0: |          | 6037/? [38:28<00:00,  2.62it/s]
Epoch 0: |          | 6037/? [38:28<00:00,  2.62it/s]
Epoch 0: |          | 6038/? [38:28<00:00,  2.62it/s]
Epoch 0: |          | 6038/? [38:28<00:00,  2.62it/s]
Epoch 0: |          | 6039/? [38:28<00:00,  2.62it/s]
Epoch 0: |          | 6039/? [38:28<00:00,  2.62it/s]
Epoch 0: |          | 6040/? [38:29<00:00,  2.62it/s]
Epoch 0: |          | 6040/? [38:29<00:00,  2.62it/s]
Epoch 0: |          | 6041/? [38:29<00:00,  2.62it/s]
Epoch 0: |          | 6041/? [38:29<00:00,  2.62it/s]
Epoch 0: |          | 6042/? [38:29<00:00,  2.62it/s]
Epoch 0: |          | 6042/? [38:29<00:00,  2.62it/s]
Epoch 0: |          | 6043/? [38:30<00:00,  2.62it/s]
Epoch 0: |          | 6043/? [38:30<00:00,  2.62it/s]
Epoch 0: |          | 6044/? [38:30<00:00,  2.62it/s]
Epoch 0: |          | 6044/? [38:30<00:00,  2.62it/s]
Epoch 0: |          | 6045/? [38:30<00:00,  2.62it/s]
Epoch 0: |          | 6045/? [38:30<00:00,  2.62it/s]
Epoch 0: |          | 6046/? [38:30<00:00,  2.62it/s]
Epoch 0: |          | 6046/? [38:30<00:00,  2.62it/s]
Epoch 0: |          | 6047/? [38:31<00:00,  2.62it/s]
Epoch 0: |          | 6047/? [38:31<00:00,  2.62it/s]
Epoch 0: |          | 6048/? [38:31<00:00,  2.62it/s]
Epoch 0: |          | 6048/? [38:31<00:00,  2.62it/s]
Epoch 0: |          | 6049/? [38:31<00:00,  2.62it/s]
Epoch 0: |          | 6049/? [38:31<00:00,  2.62it/s]
Epoch 0: |          | 6050/? [38:32<00:00,  2.62it/s]
Epoch 0: |          | 6050/? [38:32<00:00,  2.62it/s]
Epoch 0: |          | 6051/? [38:32<00:00,  2.62it/s]
Epoch 0: |          | 6051/? [38:32<00:00,  2.62it/s]
Epoch 0: |          | 6052/? [38:32<00:00,  2.62it/s]
Epoch 0: |          | 6052/? [38:32<00:00,  2.62it/s]
Epoch 0: |          | 6053/? [38:33<00:00,  2.62it/s]
Epoch 0: |          | 6053/? [38:33<00:00,  2.62it/s]
Epoch 0: |          | 6054/? [38:33<00:00,  2.62it/s]
Epoch 0: |          | 6054/? [38:33<00:00,  2.62it/s]
Epoch 0: |          | 6055/? [38:33<00:00,  2.62it/s]
Epoch 0: |          | 6055/? [38:33<00:00,  2.62it/s]
Epoch 0: |          | 6056/? [38:33<00:00,  2.62it/s]
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Epoch 0: |          | 6200/? [39:16<00:00,  2.63it/s]
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Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.38it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 11.86it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 11.12it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 11.30it/s]

Epoch 0: |          | 6200/? [39:17<00:00,  2.63it/s]
Epoch 0: |          | 6201/? [39:17<00:00,  2.63it/s]
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Epoch 0: |          | 6214/? [39:21<00:00,  2.63it/s]
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Epoch 0: |          | 6215/? [39:21<00:00,  2.63it/s]
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Epoch 0: |          | 6216/? [39:21<00:00,  2.63it/s]
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Epoch 0: |          | 6224/? [39:24<00:00,  2.63it/s]
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Epoch 0: |          | 6227/? [39:25<00:00,  2.63it/s]
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Epoch 0: |          | 6230/? [39:26<00:00,  2.63it/s]
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Epoch 0: |          | 6231/? [39:26<00:00,  2.63it/s]
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Epoch 0: |          | 6234/? [39:27<00:00,  2.63it/s]
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Epoch 0: |          | 6241/? [39:29<00:00,  2.63it/s]
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Epoch 0: |          | 6251/? [39:32<00:00,  2.64it/s]
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Epoch 0: |          | 6254/? [39:33<00:00,  2.64it/s]
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Epoch 0: |          | 6257/? [39:34<00:00,  2.64it/s]
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Epoch 0: |          | 6261/? [39:35<00:00,  2.64it/s]
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Epoch 0: |          | 6264/? [39:36<00:00,  2.64it/s]
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Epoch 0: |          | 6265/? [39:36<00:00,  2.64it/s]
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Epoch 0: |          | 6271/? [39:38<00:00,  2.64it/s]
Epoch 0: |          | 6271/? [39:38<00:00,  2.64it/s]
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Epoch 0: |          | 6274/? [39:39<00:00,  2.64it/s]
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Epoch 0: |          | 6275/? [39:39<00:00,  2.64it/s]
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Epoch 0: |          | 6277/? [39:39<00:00,  2.64it/s]
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Epoch 0: |          | 6278/? [39:40<00:00,  2.64it/s]
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Epoch 0: |          | 6280/? [39:40<00:00,  2.64it/s]
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Epoch 0: |          | 6281/? [39:41<00:00,  2.64it/s]
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Epoch 0: |          | 6282/? [39:41<00:00,  2.64it/s]
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Epoch 0: |          | 6283/? [39:41<00:00,  2.64it/s]
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Epoch 0: |          | 6284/? [39:41<00:00,  2.64it/s]
Epoch 0: |          | 6284/? [39:41<00:00,  2.64it/s]
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Epoch 0: |          | 6286/? [39:42<00:00,  2.64it/s]
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Epoch 0: |          | 6290/? [39:43<00:00,  2.64it/s]
Epoch 0: |          | 6290/? [39:43<00:00,  2.64it/s]
Epoch 0: |          | 6291/? [39:44<00:00,  2.64it/s]
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Epoch 0: |          | 6292/? [39:44<00:00,  2.64it/s]
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Epoch 0: |          | 6294/? [39:44<00:00,  2.64it/s]
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Epoch 0: |          | 6295/? [39:45<00:00,  2.64it/s]
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Epoch 0: |          | 6296/? [39:45<00:00,  2.64it/s]
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Epoch 0: |          | 6297/? [39:45<00:00,  2.64it/s]
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Epoch 0: |          | 6298/? [39:46<00:00,  2.64it/s]
Epoch 0: |          | 6299/? [39:46<00:00,  2.64it/s]
Epoch 0: |          | 6299/? [39:46<00:00,  2.64it/s]
Epoch 0: |          | 6300/? [39:46<00:00,  2.64it/s]
Epoch 0: |          | 6300/? [39:46<00:00,  2.64it/s]
Epoch 0: |          | 6301/? [39:46<00:00,  2.64it/s]
Epoch 0: |          | 6301/? [39:46<00:00,  2.64it/s]
Epoch 0: |          | 6302/? [39:47<00:00,  2.64it/s]
Epoch 0: |          | 6302/? [39:47<00:00,  2.64it/s]
Epoch 0: |          | 6303/? [39:47<00:00,  2.64it/s]
Epoch 0: |          | 6303/? [39:47<00:00,  2.64it/s]
Epoch 0: |          | 6304/? [39:47<00:00,  2.64it/s]
Epoch 0: |          | 6304/? [39:47<00:00,  2.64it/s]
Epoch 0: |          | 6305/? [39:48<00:00,  2.64it/s]
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Epoch 0: |          | 6307/? [39:48<00:00,  2.64it/s]
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Epoch 0: |          | 6308/? [39:48<00:00,  2.64it/s]
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Epoch 0: |          | 6309/? [39:49<00:00,  2.64it/s]
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Epoch 0: |          | 6310/? [39:49<00:00,  2.64it/s]
Epoch 0: |          | 6310/? [39:49<00:00,  2.64it/s]
Epoch 0: |          | 6311/? [39:49<00:00,  2.64it/s]
Epoch 0: |          | 6311/? [39:49<00:00,  2.64it/s]
Epoch 0: |          | 6312/? [39:50<00:00,  2.64it/s]
Epoch 0: |          | 6312/? [39:50<00:00,  2.64it/s]
Epoch 0: |          | 6313/? [39:50<00:00,  2.64it/s]
Epoch 0: |          | 6313/? [39:50<00:00,  2.64it/s]
Epoch 0: |          | 6314/? [39:50<00:00,  2.64it/s]
Epoch 0: |          | 6314/? [39:50<00:00,  2.64it/s]
Epoch 0: |          | 6315/? [39:51<00:00,  2.64it/s]
Epoch 0: |          | 6315/? [39:51<00:00,  2.64it/s]
Epoch 0: |          | 6316/? [39:51<00:00,  2.64it/s]
Epoch 0: |          | 6316/? [39:51<00:00,  2.64it/s]
Epoch 0: |          | 6317/? [39:51<00:00,  2.64it/s]
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Epoch 0: |          | 6318/? [39:51<00:00,  2.64it/s]
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Epoch 0: |          | 6320/? [39:52<00:00,  2.64it/s]
Epoch 0: |          | 6320/? [39:52<00:00,  2.64it/s]
Epoch 0: |          | 6321/? [39:52<00:00,  2.64it/s]
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Epoch 0: |          | 6330/? [39:55<00:00,  2.64it/s]
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Epoch 0: |          | 6331/? [39:55<00:00,  2.64it/s]
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Epoch 0: |          | 6332/? [39:56<00:00,  2.64it/s]
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Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.25it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.22it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 11.63it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 11.91it/s]

Epoch 0: |          | 6400/? [40:16<00:00,  2.65it/s]
Epoch 0: |          | 6401/? [40:17<00:00,  2.65it/s]
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Epoch 0: |          | 6431/? [40:25<00:00,  2.65it/s]
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Epoch 0: |          | 6432/? [40:26<00:00,  2.65it/s]
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Epoch 0: |          | 6435/? [40:27<00:00,  2.65it/s]
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Epoch 0: |          | 6511/? [40:50<00:00,  2.66it/s]
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Epoch 0: |          | 6513/? [40:50<00:00,  2.66it/s]
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Epoch 0: |          | 6531/? [40:56<00:00,  2.66it/s]
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Epoch 0: |          | 6551/? [41:01<00:00,  2.66it/s]
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Epoch 0: |          | 6552/? [41:02<00:00,  2.66it/s]
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Epoch 0: |          | 6553/? [41:02<00:00,  2.66it/s]
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Epoch 0: |          | 6568/? [41:07<00:00,  2.66it/s]
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Epoch 0: |          | 6569/? [41:07<00:00,  2.66it/s]
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Epoch 0: |          | 6570/? [41:07<00:00,  2.66it/s]
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Epoch 0: |          | 6571/? [41:07<00:00,  2.66it/s]
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Epoch 0: |          | 6575/? [41:09<00:00,  2.66it/s]
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Epoch 0: |          | 6576/? [41:09<00:00,  2.66it/s]
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Epoch 0: |          | 6577/? [41:09<00:00,  2.66it/s]
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Epoch 0: |          | 6578/? [41:10<00:00,  2.66it/s]
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Epoch 0: |          | 6579/? [41:10<00:00,  2.66it/s]
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Epoch 0: |          | 6580/? [41:10<00:00,  2.66it/s]
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Epoch 0: |          | 6581/? [41:11<00:00,  2.66it/s]
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Epoch 0: |          | 6582/? [41:11<00:00,  2.66it/s]
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Epoch 0: |          | 6584/? [41:11<00:00,  2.66it/s]
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Epoch 0: |          | 6585/? [41:12<00:00,  2.66it/s]
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Epoch 0: |          | 6586/? [41:12<00:00,  2.66it/s]
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Epoch 0: |          | 6587/? [41:12<00:00,  2.66it/s]
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Epoch 0: |          | 6588/? [41:13<00:00,  2.66it/s]
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Epoch 0: |          | 6589/? [41:13<00:00,  2.66it/s]
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Epoch 0: |          | 6590/? [41:13<00:00,  2.66it/s]
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Epoch 0: |          | 6591/? [41:14<00:00,  2.66it/s]
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Epoch 0: |          | 6595/? [41:15<00:00,  2.66it/s]
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Epoch 0: |          | 6598/? [41:16<00:00,  2.66it/s]
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Epoch 0: |          | 6599/? [41:16<00:00,  2.66it/s]
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Epoch 0: |          | 6600/? [41:16<00:00,  2.66it/s]
Epoch 0: |          | 6600/? [41:16<00:00,  2.66it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.60it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.25it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.14it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.14it/s]

Epoch 0: |          | 6600/? [41:17<00:00,  2.66it/s]
Epoch 0: |          | 6601/? [41:17<00:00,  2.66it/s]
Epoch 0: |          | 6601/? [41:17<00:00,  2.66it/s]
Epoch 0: |          | 6602/? [41:17<00:00,  2.66it/s]
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Epoch 0: |          | 6603/? [41:17<00:00,  2.66it/s]
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Epoch 0: |          | 6604/? [41:18<00:00,  2.66it/s]
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Epoch 0: |          | 6631/? [41:26<00:00,  2.67it/s]
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Epoch 0: |          | 6633/? [41:26<00:00,  2.67it/s]
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Epoch 0: |          | 6634/? [41:27<00:00,  2.67it/s]
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Epoch 0: |          | 6635/? [41:27<00:00,  2.67it/s]
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Epoch 0: |          | 6636/? [41:27<00:00,  2.67it/s]
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Epoch 0: |          | 6637/? [41:27<00:00,  2.67it/s]
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Epoch 0: |          | 6638/? [41:28<00:00,  2.67it/s]
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Epoch 0: |          | 6639/? [41:28<00:00,  2.67it/s]
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Epoch 0: |          | 6640/? [41:28<00:00,  2.67it/s]
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Epoch 0: |          | 6641/? [41:29<00:00,  2.67it/s]
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Epoch 0: |          | 6642/? [41:29<00:00,  2.67it/s]
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Epoch 0: |          | 6645/? [41:30<00:00,  2.67it/s]
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Epoch 0: |          | 6648/? [41:31<00:00,  2.67it/s]
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Epoch 0: |          | 6649/? [41:31<00:00,  2.67it/s]
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Epoch 0: |          | 6650/? [41:31<00:00,  2.67it/s]
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Epoch 0: |          | 6651/? [41:32<00:00,  2.67it/s]
Epoch 0: |          | 6651/? [41:32<00:00,  2.67it/s]
Epoch 0: |          | 6652/? [41:32<00:00,  2.67it/s]
Epoch 0: |          | 6652/? [41:32<00:00,  2.67it/s]
Epoch 0: |          | 6653/? [41:32<00:00,  2.67it/s]
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Epoch 0: |          | 6654/? [41:32<00:00,  2.67it/s]
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Epoch 0: |          | 6655/? [41:33<00:00,  2.67it/s]
Epoch 0: |          | 6655/? [41:33<00:00,  2.67it/s]
Epoch 0: |          | 6656/? [41:33<00:00,  2.67it/s]
Epoch 0: |          | 6656/? [41:33<00:00,  2.67it/s]
Epoch 0: |          | 6657/? [41:33<00:00,  2.67it/s]
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Epoch 0: |          | 6658/? [41:34<00:00,  2.67it/s]
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Epoch 0: |          | 6659/? [41:34<00:00,  2.67it/s]
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Epoch 0: |          | 6660/? [41:34<00:00,  2.67it/s]
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Epoch 0: |          | 6661/? [41:34<00:00,  2.67it/s]
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Epoch 0: |          | 6662/? [41:35<00:00,  2.67it/s]
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Epoch 0: |          | 6663/? [41:35<00:00,  2.67it/s]
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Epoch 0: |          | 6664/? [41:35<00:00,  2.67it/s]
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Epoch 0: |          | 6665/? [41:36<00:00,  2.67it/s]
Epoch 0: |          | 6665/? [41:36<00:00,  2.67it/s]
Epoch 0: |          | 6666/? [41:36<00:00,  2.67it/s]
Epoch 0: |          | 6666/? [41:36<00:00,  2.67it/s]
Epoch 0: |          | 6667/? [41:36<00:00,  2.67it/s]
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Epoch 0: |          | 6668/? [41:36<00:00,  2.67it/s]
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Epoch 0: |          | 6669/? [41:37<00:00,  2.67it/s]
Epoch 0: |          | 6669/? [41:37<00:00,  2.67it/s]
Epoch 0: |          | 6670/? [41:37<00:00,  2.67it/s]
Epoch 0: |          | 6670/? [41:37<00:00,  2.67it/s]
Epoch 0: |          | 6671/? [41:37<00:00,  2.67it/s]
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Epoch 0: |          | 6672/? [41:38<00:00,  2.67it/s]
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Epoch 0: |          | 6673/? [41:38<00:00,  2.67it/s]
Epoch 0: |          | 6673/? [41:38<00:00,  2.67it/s]
Epoch 0: |          | 6674/? [41:38<00:00,  2.67it/s]
Epoch 0: |          | 6674/? [41:38<00:00,  2.67it/s]
Epoch 0: |          | 6675/? [41:39<00:00,  2.67it/s]
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Epoch 0: |          | 6676/? [41:39<00:00,  2.67it/s]
Epoch 0: |          | 6676/? [41:39<00:00,  2.67it/s]
Epoch 0: |          | 6677/? [41:39<00:00,  2.67it/s]
Epoch 0: |          | 6677/? [41:39<00:00,  2.67it/s]
Epoch 0: |          | 6678/? [41:39<00:00,  2.67it/s]
Epoch 0: |          | 6678/? [41:39<00:00,  2.67it/s]
Epoch 0: |          | 6679/? [41:40<00:00,  2.67it/s]
Epoch 0: |          | 6679/? [41:40<00:00,  2.67it/s]
Epoch 0: |          | 6680/? [41:40<00:00,  2.67it/s]
Epoch 0: |          | 6680/? [41:40<00:00,  2.67it/s]
Epoch 0: |          | 6681/? [41:40<00:00,  2.67it/s]
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Epoch 0: |          | 6682/? [41:41<00:00,  2.67it/s]
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Epoch 0: |          | 6683/? [41:41<00:00,  2.67it/s]
Epoch 0: |          | 6683/? [41:41<00:00,  2.67it/s]
Epoch 0: |          | 6684/? [41:41<00:00,  2.67it/s]
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Epoch 0: |          | 6685/? [41:41<00:00,  2.67it/s]
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Epoch 0: |          | 6686/? [41:42<00:00,  2.67it/s]
Epoch 0: |          | 6686/? [41:42<00:00,  2.67it/s]
Epoch 0: |          | 6687/? [41:42<00:00,  2.67it/s]
Epoch 0: |          | 6687/? [41:42<00:00,  2.67it/s]
Epoch 0: |          | 6688/? [41:42<00:00,  2.67it/s]
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Epoch 0: |          | 6689/? [41:43<00:00,  2.67it/s]
Epoch 0: |          | 6689/? [41:43<00:00,  2.67it/s]
Epoch 0: |          | 6690/? [41:43<00:00,  2.67it/s]
Epoch 0: |          | 6690/? [41:43<00:00,  2.67it/s]
Epoch 0: |          | 6691/? [41:43<00:00,  2.67it/s]
Epoch 0: |          | 6691/? [41:43<00:00,  2.67it/s]
Epoch 0: |          | 6692/? [41:43<00:00,  2.67it/s]
Epoch 0: |          | 6692/? [41:43<00:00,  2.67it/s]
Epoch 0: |          | 6693/? [41:44<00:00,  2.67it/s]
Epoch 0: |          | 6693/? [41:44<00:00,  2.67it/s]
Epoch 0: |          | 6694/? [41:44<00:00,  2.67it/s]
Epoch 0: |          | 6694/? [41:44<00:00,  2.67it/s]
Epoch 0: |          | 6695/? [41:44<00:00,  2.67it/s]
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Epoch 0: |          | 6696/? [41:45<00:00,  2.67it/s]
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Epoch 0: |          | 6697/? [41:45<00:00,  2.67it/s]
Epoch 0: |          | 6697/? [41:45<00:00,  2.67it/s]
Epoch 0: |          | 6698/? [41:45<00:00,  2.67it/s]
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Epoch 0: |          | 6699/? [41:46<00:00,  2.67it/s]
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Epoch 0: |          | 6700/? [41:46<00:00,  2.67it/s]
Epoch 0: |          | 6700/? [41:46<00:00,  2.67it/s]
Epoch 0: |          | 6701/? [41:46<00:00,  2.67it/s]
Epoch 0: |          | 6701/? [41:46<00:00,  2.67it/s]
Epoch 0: |          | 6702/? [41:46<00:00,  2.67it/s]
Epoch 0: |          | 6702/? [41:46<00:00,  2.67it/s]
Epoch 0: |          | 6703/? [41:47<00:00,  2.67it/s]
Epoch 0: |          | 6703/? [41:47<00:00,  2.67it/s]
Epoch 0: |          | 6704/? [41:47<00:00,  2.67it/s]
Epoch 0: |          | 6704/? [41:47<00:00,  2.67it/s]
Epoch 0: |          | 6705/? [41:47<00:00,  2.67it/s]
Epoch 0: |          | 6705/? [41:47<00:00,  2.67it/s]
Epoch 0: |          | 6706/? [41:48<00:00,  2.67it/s]
Epoch 0: |          | 6706/? [41:48<00:00,  2.67it/s]
Epoch 0: |          | 6707/? [41:48<00:00,  2.67it/s]
Epoch 0: |          | 6707/? [41:48<00:00,  2.67it/s]
Epoch 0: |          | 6708/? [41:48<00:00,  2.67it/s]
Epoch 0: |          | 6708/? [41:48<00:00,  2.67it/s]
Epoch 0: |          | 6709/? [41:48<00:00,  2.67it/s]
Epoch 0: |          | 6709/? [41:48<00:00,  2.67it/s]
Epoch 0: |          | 6710/? [41:49<00:00,  2.67it/s]
Epoch 0: |          | 6710/? [41:49<00:00,  2.67it/s]
Epoch 0: |          | 6711/? [41:49<00:00,  2.67it/s]
Epoch 0: |          | 6711/? [41:49<00:00,  2.67it/s]
Epoch 0: |          | 6712/? [41:49<00:00,  2.67it/s]
Epoch 0: |          | 6712/? [41:49<00:00,  2.67it/s]
Epoch 0: |          | 6713/? [41:50<00:00,  2.67it/s]
Epoch 0: |          | 6713/? [41:50<00:00,  2.67it/s]
Epoch 0: |          | 6714/? [41:50<00:00,  2.67it/s]
Epoch 0: |          | 6714/? [41:50<00:00,  2.67it/s]
Epoch 0: |          | 6715/? [41:50<00:00,  2.67it/s]
Epoch 0: |          | 6715/? [41:50<00:00,  2.67it/s]
Epoch 0: |          | 6716/? [41:50<00:00,  2.67it/s]
Epoch 0: |          | 6716/? [41:50<00:00,  2.67it/s]
Epoch 0: |          | 6717/? [41:51<00:00,  2.67it/s]
Epoch 0: |          | 6717/? [41:51<00:00,  2.67it/s]
Epoch 0: |          | 6718/? [41:51<00:00,  2.67it/s]
Epoch 0: |          | 6718/? [41:51<00:00,  2.67it/s]
Epoch 0: |          | 6719/? [41:51<00:00,  2.67it/s]
Epoch 0: |          | 6719/? [41:51<00:00,  2.67it/s]
Epoch 0: |          | 6720/? [41:52<00:00,  2.68it/s]
Epoch 0: |          | 6720/? [41:52<00:00,  2.68it/s]
Epoch 0: |          | 6721/? [41:52<00:00,  2.68it/s]
Epoch 0: |          | 6721/? [41:52<00:00,  2.68it/s]
Epoch 0: |          | 6722/? [41:52<00:00,  2.68it/s]
Epoch 0: |          | 6722/? [41:52<00:00,  2.68it/s]
Epoch 0: |          | 6723/? [41:53<00:00,  2.68it/s]
Epoch 0: |          | 6723/? [41:53<00:00,  2.68it/s]
Epoch 0: |          | 6724/? [41:53<00:00,  2.68it/s]
Epoch 0: |          | 6724/? [41:53<00:00,  2.68it/s]
Epoch 0: |          | 6725/? [41:53<00:00,  2.68it/s]
Epoch 0: |          | 6725/? [41:53<00:00,  2.68it/s]
Epoch 0: |          | 6726/? [41:53<00:00,  2.68it/s]
Epoch 0: |          | 6726/? [41:53<00:00,  2.68it/s]
Epoch 0: |          | 6727/? [41:54<00:00,  2.68it/s]
Epoch 0: |          | 6727/? [41:54<00:00,  2.68it/s]
Epoch 0: |          | 6728/? [41:54<00:00,  2.68it/s]
Epoch 0: |          | 6728/? [41:54<00:00,  2.68it/s]
Epoch 0: |          | 6729/? [41:54<00:00,  2.68it/s]
Epoch 0: |          | 6729/? [41:54<00:00,  2.68it/s]
Epoch 0: |          | 6730/? [41:55<00:00,  2.68it/s]
Epoch 0: |          | 6730/? [41:55<00:00,  2.68it/s]
Epoch 0: |          | 6731/? [41:55<00:00,  2.68it/s]
Epoch 0: |          | 6731/? [41:55<00:00,  2.68it/s]
Epoch 0: |          | 6732/? [41:55<00:00,  2.68it/s]
Epoch 0: |          | 6732/? [41:55<00:00,  2.68it/s]
Epoch 0: |          | 6733/? [41:55<00:00,  2.68it/s]
Epoch 0: |          | 6733/? [41:55<00:00,  2.68it/s]
Epoch 0: |          | 6734/? [41:56<00:00,  2.68it/s]
Epoch 0: |          | 6734/? [41:56<00:00,  2.68it/s]
Epoch 0: |          | 6735/? [41:56<00:00,  2.68it/s]
Epoch 0: |          | 6735/? [41:56<00:00,  2.68it/s]
Epoch 0: |          | 6736/? [41:56<00:00,  2.68it/s]
Epoch 0: |          | 6736/? [41:56<00:00,  2.68it/s]
Epoch 0: |          | 6737/? [41:57<00:00,  2.68it/s]
Epoch 0: |          | 6737/? [41:57<00:00,  2.68it/s]
Epoch 0: |          | 6738/? [41:57<00:00,  2.68it/s]
Epoch 0: |          | 6738/? [41:57<00:00,  2.68it/s]
Epoch 0: |          | 6739/? [41:57<00:00,  2.68it/s]
Epoch 0: |          | 6739/? [41:57<00:00,  2.68it/s]
Epoch 0: |          | 6740/? [41:57<00:00,  2.68it/s]
Epoch 0: |          | 6740/? [41:57<00:00,  2.68it/s]
Epoch 0: |          | 6741/? [41:58<00:00,  2.68it/s]
Epoch 0: |          | 6741/? [41:58<00:00,  2.68it/s]
Epoch 0: |          | 6742/? [41:58<00:00,  2.68it/s]
Epoch 0: |          | 6742/? [41:58<00:00,  2.68it/s]
Epoch 0: |          | 6743/? [41:58<00:00,  2.68it/s]
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Epoch 0: |          | 6744/? [41:59<00:00,  2.68it/s]
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Epoch 0: |          | 6769/? [42:06<00:00,  2.68it/s]
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Epoch 0: |          | 6770/? [42:06<00:00,  2.68it/s]
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Epoch 0: |          | 6771/? [42:06<00:00,  2.68it/s]
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Epoch 0: |          | 6785/? [42:11<00:00,  2.68it/s]
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Epoch 0: |          | 6789/? [42:12<00:00,  2.68it/s]
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Epoch 0: |          | 6800/? [42:15<00:00,  2.68it/s]
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Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.68it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.25it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.26it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.51it/s]

Epoch 0: |          | 6800/? [42:15<00:00,  2.68it/s]
Epoch 0: |          | 6801/? [42:16<00:00,  2.68it/s]
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Epoch 0: |          | 6802/? [42:16<00:00,  2.68it/s]
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Epoch 0: |          | 6804/? [42:16<00:00,  2.68it/s]
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Epoch 0: |          | 6805/? [42:17<00:00,  2.68it/s]
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Epoch 0: |          | 6806/? [42:17<00:00,  2.68it/s]
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Epoch 0: |          | 6807/? [42:17<00:00,  2.68it/s]
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Epoch 0: |          | 6808/? [42:18<00:00,  2.68it/s]
Epoch 0: |          | 6808/? [42:18<00:00,  2.68it/s]
Epoch 0: |          | 6809/? [42:18<00:00,  2.68it/s]
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Epoch 0: |          | 6810/? [42:18<00:00,  2.68it/s]
Epoch 0: |          | 6810/? [42:18<00:00,  2.68it/s]
Epoch 0: |          | 6811/? [42:19<00:00,  2.68it/s]
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Epoch 0: |          | 6812/? [42:19<00:00,  2.68it/s]
Epoch 0: |          | 6812/? [42:19<00:00,  2.68it/s]
Epoch 0: |          | 6813/? [42:19<00:00,  2.68it/s]
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Epoch 0: |          | 6814/? [42:19<00:00,  2.68it/s]
Epoch 0: |          | 6814/? [42:19<00:00,  2.68it/s]
Epoch 0: |          | 6815/? [42:20<00:00,  2.68it/s]
Epoch 0: |          | 6815/? [42:20<00:00,  2.68it/s]
Epoch 0: |          | 6816/? [42:20<00:00,  2.68it/s]
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Epoch 0: |          | 6817/? [42:20<00:00,  2.68it/s]
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Epoch 0: |          | 6818/? [42:21<00:00,  2.68it/s]
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Epoch 0: |          | 6819/? [42:21<00:00,  2.68it/s]
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Epoch 0: |          | 6820/? [42:21<00:00,  2.68it/s]
Epoch 0: |          | 6820/? [42:21<00:00,  2.68it/s]
Epoch 0: |          | 6821/? [42:21<00:00,  2.68it/s]
Epoch 0: |          | 6821/? [42:21<00:00,  2.68it/s]
Epoch 0: |          | 6822/? [42:22<00:00,  2.68it/s]
Epoch 0: |          | 6822/? [42:22<00:00,  2.68it/s]
Epoch 0: |          | 6823/? [42:22<00:00,  2.68it/s]
Epoch 0: |          | 6823/? [42:22<00:00,  2.68it/s]
Epoch 0: |          | 6824/? [42:22<00:00,  2.68it/s]
Epoch 0: |          | 6824/? [42:22<00:00,  2.68it/s]
Epoch 0: |          | 6825/? [42:23<00:00,  2.68it/s]
Epoch 0: |          | 6825/? [42:23<00:00,  2.68it/s]
Epoch 0: |          | 6826/? [42:23<00:00,  2.68it/s]
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Epoch 0: |          | 6827/? [42:23<00:00,  2.68it/s]
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Epoch 0: |          | 6828/? [42:23<00:00,  2.68it/s]
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Epoch 0: |          | 6829/? [42:24<00:00,  2.68it/s]
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Epoch 0: |          | 6830/? [42:24<00:00,  2.68it/s]
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Epoch 0: |          | 6831/? [42:24<00:00,  2.68it/s]
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Epoch 0: |          | 6832/? [42:25<00:00,  2.68it/s]
Epoch 0: |          | 6832/? [42:25<00:00,  2.68it/s]
Epoch 0: |          | 6833/? [42:25<00:00,  2.68it/s]
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Epoch 0: |          | 6834/? [42:25<00:00,  2.68it/s]
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Epoch 0: |          | 6835/? [42:25<00:00,  2.68it/s]
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Epoch 0: |          | 6836/? [42:26<00:00,  2.68it/s]
Epoch 0: |          | 6836/? [42:26<00:00,  2.68it/s]
Epoch 0: |          | 6837/? [42:26<00:00,  2.68it/s]
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Epoch 0: |          | 6838/? [42:26<00:00,  2.68it/s]
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Epoch 0: |          | 6839/? [42:27<00:00,  2.68it/s]
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Epoch 0: |          | 6840/? [42:27<00:00,  2.69it/s]
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Epoch 0: |          | 6841/? [42:27<00:00,  2.69it/s]
Epoch 0: |          | 6841/? [42:27<00:00,  2.69it/s]
Epoch 0: |          | 6842/? [42:28<00:00,  2.69it/s]
Epoch 0: |          | 6842/? [42:28<00:00,  2.69it/s]
Epoch 0: |          | 6843/? [42:28<00:00,  2.69it/s]
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Epoch 0: |          | 6844/? [42:28<00:00,  2.69it/s]
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Epoch 0: |          | 6845/? [42:28<00:00,  2.69it/s]
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Epoch 0: |          | 6846/? [42:29<00:00,  2.69it/s]
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Epoch 0: |          | 6847/? [42:29<00:00,  2.69it/s]
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Epoch 0: |          | 6848/? [42:29<00:00,  2.69it/s]
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Epoch 0: |          | 6849/? [42:30<00:00,  2.69it/s]
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Epoch 0: |          | 6852/? [42:30<00:00,  2.69it/s]
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Epoch 0: |          | 6853/? [42:31<00:00,  2.69it/s]
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Epoch 0: |          | 6854/? [42:31<00:00,  2.69it/s]
Epoch 0: |          | 6854/? [42:31<00:00,  2.69it/s]
Epoch 0: |          | 6855/? [42:31<00:00,  2.69it/s]
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Epoch 0: |          | 6856/? [42:32<00:00,  2.69it/s]
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Epoch 0: |          | 6857/? [42:32<00:00,  2.69it/s]
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Epoch 0: |          | 6858/? [42:32<00:00,  2.69it/s]
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Epoch 0: |          | 6859/? [42:33<00:00,  2.69it/s]
Epoch 0: |          | 6859/? [42:33<00:00,  2.69it/s]
Epoch 0: |          | 6860/? [42:33<00:00,  2.69it/s]
Epoch 0: |          | 6860/? [42:33<00:00,  2.69it/s]
Epoch 0: |          | 6861/? [42:33<00:00,  2.69it/s]
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Epoch 0: |          | 6862/? [42:33<00:00,  2.69it/s]
Epoch 0: |          | 6862/? [42:33<00:00,  2.69it/s]
Epoch 0: |          | 6863/? [42:34<00:00,  2.69it/s]
Epoch 0: |          | 6863/? [42:34<00:00,  2.69it/s]
Epoch 0: |          | 6864/? [42:34<00:00,  2.69it/s]
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Epoch 0: |          | 6865/? [42:34<00:00,  2.69it/s]
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Epoch 0: |          | 6866/? [42:35<00:00,  2.69it/s]
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Epoch 0: |          | 6867/? [42:35<00:00,  2.69it/s]
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Epoch 0: |          | 6868/? [42:35<00:00,  2.69it/s]
Epoch 0: |          | 6868/? [42:35<00:00,  2.69it/s]
Epoch 0: |          | 6869/? [42:35<00:00,  2.69it/s]
Epoch 0: |          | 6869/? [42:35<00:00,  2.69it/s]
Epoch 0: |          | 6870/? [42:36<00:00,  2.69it/s]
Epoch 0: |          | 6870/? [42:36<00:00,  2.69it/s]
Epoch 0: |          | 6871/? [42:36<00:00,  2.69it/s]
Epoch 0: |          | 6871/? [42:36<00:00,  2.69it/s]
Epoch 0: |          | 6872/? [42:36<00:00,  2.69it/s]
Epoch 0: |          | 6872/? [42:36<00:00,  2.69it/s]
Epoch 0: |          | 6873/? [42:37<00:00,  2.69it/s]
Epoch 0: |          | 6873/? [42:37<00:00,  2.69it/s]
Epoch 0: |          | 6874/? [42:37<00:00,  2.69it/s]
Epoch 0: |          | 6874/? [42:37<00:00,  2.69it/s]
Epoch 0: |          | 6875/? [42:37<00:00,  2.69it/s]
Epoch 0: |          | 6875/? [42:37<00:00,  2.69it/s]
Epoch 0: |          | 6876/? [42:37<00:00,  2.69it/s]
Epoch 0: |          | 6876/? [42:37<00:00,  2.69it/s]
Epoch 0: |          | 6877/? [42:38<00:00,  2.69it/s]
Epoch 0: |          | 6877/? [42:38<00:00,  2.69it/s]
Epoch 0: |          | 6878/? [42:38<00:00,  2.69it/s]
Epoch 0: |          | 6878/? [42:38<00:00,  2.69it/s]
Epoch 0: |          | 6879/? [42:38<00:00,  2.69it/s]
Epoch 0: |          | 6879/? [42:38<00:00,  2.69it/s]
Epoch 0: |          | 6880/? [42:39<00:00,  2.69it/s]
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Epoch 0: |          | 6900/? [42:45<00:00,  2.69it/s]
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Epoch 0: |          | 6901/? [42:45<00:00,  2.69it/s]
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Epoch 0: |          | 6904/? [42:46<00:00,  2.69it/s]
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Epoch 0: |          | 6905/? [42:46<00:00,  2.69it/s]
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Epoch 0: |          | 6906/? [42:46<00:00,  2.69it/s]
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Epoch 0: |          | 6908/? [42:47<00:00,  2.69it/s]
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Epoch 0: |          | 6909/? [42:47<00:00,  2.69it/s]
Epoch 0: |          | 6909/? [42:47<00:00,  2.69it/s]
Epoch 0: |          | 6910/? [42:47<00:00,  2.69it/s]
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Epoch 0: |          | 6911/? [42:48<00:00,  2.69it/s]
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Epoch 0: |          | 6912/? [42:48<00:00,  2.69it/s]
Epoch 0: |          | 6912/? [42:48<00:00,  2.69it/s]
Epoch 0: |          | 6913/? [42:48<00:00,  2.69it/s]
Epoch 0: |          | 6913/? [42:48<00:00,  2.69it/s]
Epoch 0: |          | 6914/? [42:49<00:00,  2.69it/s]
Epoch 0: |          | 6914/? [42:49<00:00,  2.69it/s]
Epoch 0: |          | 6915/? [42:49<00:00,  2.69it/s]
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Epoch 0: |          | 6916/? [42:49<00:00,  2.69it/s]
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Epoch 0: |          | 6917/? [42:49<00:00,  2.69it/s]
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Epoch 0: |          | 6918/? [42:50<00:00,  2.69it/s]
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Epoch 0: |          | 6919/? [42:50<00:00,  2.69it/s]
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Epoch 0: |          | 6920/? [42:50<00:00,  2.69it/s]
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Epoch 0: |          | 6921/? [42:51<00:00,  2.69it/s]
Epoch 0: |          | 6921/? [42:51<00:00,  2.69it/s]
Epoch 0: |          | 6922/? [42:51<00:00,  2.69it/s]
Epoch 0: |          | 6922/? [42:51<00:00,  2.69it/s]
Epoch 0: |          | 6923/? [42:51<00:00,  2.69it/s]
Epoch 0: |          | 6923/? [42:51<00:00,  2.69it/s]
Epoch 0: |          | 6924/? [42:52<00:00,  2.69it/s]
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Epoch 0: |          | 6925/? [42:52<00:00,  2.69it/s]
Epoch 0: |          | 6925/? [42:52<00:00,  2.69it/s]
Epoch 0: |          | 6926/? [42:52<00:00,  2.69it/s]
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Epoch 0: |          | 6927/? [42:52<00:00,  2.69it/s]
Epoch 0: |          | 6927/? [42:52<00:00,  2.69it/s]
Epoch 0: |          | 6928/? [42:53<00:00,  2.69it/s]
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Epoch 0: |          | 6929/? [42:53<00:00,  2.69it/s]
Epoch 0: |          | 6929/? [42:53<00:00,  2.69it/s]
Epoch 0: |          | 6930/? [42:53<00:00,  2.69it/s]
Epoch 0: |          | 6930/? [42:53<00:00,  2.69it/s]
Epoch 0: |          | 6931/? [42:54<00:00,  2.69it/s]
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Epoch 0: |          | 6932/? [42:54<00:00,  2.69it/s]
Epoch 0: |          | 6932/? [42:54<00:00,  2.69it/s]
Epoch 0: |          | 6933/? [42:54<00:00,  2.69it/s]
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Epoch 0: |          | 6934/? [42:54<00:00,  2.69it/s]
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Epoch 0: |          | 6935/? [42:55<00:00,  2.69it/s]
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Epoch 0: |          | 6936/? [42:55<00:00,  2.69it/s]
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Epoch 0: |          | 6937/? [42:55<00:00,  2.69it/s]
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Epoch 0: |          | 6938/? [42:56<00:00,  2.69it/s]
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Epoch 0: |          | 6939/? [42:56<00:00,  2.69it/s]
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Epoch 0: |          | 6940/? [42:56<00:00,  2.69it/s]
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Epoch 0: |          | 6941/? [42:56<00:00,  2.69it/s]
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Epoch 0: |          | 6942/? [42:57<00:00,  2.69it/s]
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Epoch 0: |          | 6943/? [42:57<00:00,  2.69it/s]
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Epoch 0: |          | 6944/? [42:57<00:00,  2.69it/s]
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Epoch 0: |          | 6945/? [42:58<00:00,  2.69it/s]
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Epoch 0: |          | 6946/? [42:58<00:00,  2.69it/s]
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Epoch 0: |          | 6948/? [42:58<00:00,  2.69it/s]
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Epoch 0: |          | 6949/? [42:59<00:00,  2.69it/s]
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Epoch 0: |          | 6950/? [42:59<00:00,  2.69it/s]
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Epoch 0: |          | 6951/? [42:59<00:00,  2.69it/s]
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Epoch 0: |          | 6952/? [43:00<00:00,  2.69it/s]
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Epoch 0: |          | 6954/? [43:00<00:00,  2.69it/s]
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Epoch 0: |          | 6955/? [43:01<00:00,  2.69it/s]
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Epoch 0: |          | 6956/? [43:01<00:00,  2.69it/s]
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Epoch 0: |          | 6957/? [43:01<00:00,  2.69it/s]
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Epoch 0: |          | 6959/? [43:02<00:00,  2.69it/s]
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Epoch 0: |          | 6960/? [43:02<00:00,  2.70it/s]
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Epoch 0: |          | 6961/? [43:02<00:00,  2.70it/s]
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Epoch 0: |          | 6962/? [43:03<00:00,  2.70it/s]
Epoch 0: |          | 6962/? [43:03<00:00,  2.70it/s]
Epoch 0: |          | 6963/? [43:03<00:00,  2.70it/s]
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Epoch 0: |          | 6964/? [43:03<00:00,  2.70it/s]
Epoch 0: |          | 6964/? [43:03<00:00,  2.70it/s]
Epoch 0: |          | 6965/? [43:03<00:00,  2.70it/s]
Epoch 0: |          | 6965/? [43:03<00:00,  2.70it/s]
Epoch 0: |          | 6966/? [43:04<00:00,  2.70it/s]
Epoch 0: |          | 6966/? [43:04<00:00,  2.70it/s]
Epoch 0: |          | 6967/? [43:04<00:00,  2.70it/s]
Epoch 0: |          | 6967/? [43:04<00:00,  2.70it/s]
Epoch 0: |          | 6968/? [43:04<00:00,  2.70it/s]
Epoch 0: |          | 6968/? [43:04<00:00,  2.70it/s]
Epoch 0: |          | 6969/? [43:05<00:00,  2.70it/s]
Epoch 0: |          | 6969/? [43:05<00:00,  2.70it/s]
Epoch 0: |          | 6970/? [43:05<00:00,  2.70it/s]
Epoch 0: |          | 6970/? [43:05<00:00,  2.70it/s]
Epoch 0: |          | 6971/? [43:05<00:00,  2.70it/s]
Epoch 0: |          | 6971/? [43:05<00:00,  2.70it/s]
Epoch 0: |          | 6972/? [43:06<00:00,  2.70it/s]
Epoch 0: |          | 6972/? [43:06<00:00,  2.70it/s]
Epoch 0: |          | 6973/? [43:06<00:00,  2.70it/s]
Epoch 0: |          | 6973/? [43:06<00:00,  2.70it/s]
Epoch 0: |          | 6974/? [43:06<00:00,  2.70it/s]
Epoch 0: |          | 6974/? [43:06<00:00,  2.70it/s]
Epoch 0: |          | 6975/? [43:06<00:00,  2.70it/s]
Epoch 0: |          | 6975/? [43:06<00:00,  2.70it/s]
Epoch 0: |          | 6976/? [43:07<00:00,  2.70it/s]
Epoch 0: |          | 6976/? [43:07<00:00,  2.70it/s]
Epoch 0: |          | 6977/? [43:07<00:00,  2.70it/s]
Epoch 0: |          | 6977/? [43:07<00:00,  2.70it/s]
Epoch 0: |          | 6978/? [43:07<00:00,  2.70it/s]
Epoch 0: |          | 6978/? [43:07<00:00,  2.70it/s]
Epoch 0: |          | 6979/? [43:08<00:00,  2.70it/s]
Epoch 0: |          | 6979/? [43:08<00:00,  2.70it/s]
Epoch 0: |          | 6980/? [43:08<00:00,  2.70it/s]
Epoch 0: |          | 6980/? [43:08<00:00,  2.70it/s]
Epoch 0: |          | 6981/? [43:08<00:00,  2.70it/s]
Epoch 0: |          | 6981/? [43:08<00:00,  2.70it/s]
Epoch 0: |          | 6982/? [43:08<00:00,  2.70it/s]
Epoch 0: |          | 6982/? [43:08<00:00,  2.70it/s]
Epoch 0: |          | 6983/? [43:09<00:00,  2.70it/s]
Epoch 0: |          | 6983/? [43:09<00:00,  2.70it/s]
Epoch 0: |          | 6984/? [43:09<00:00,  2.70it/s]
Epoch 0: |          | 6984/? [43:09<00:00,  2.70it/s]
Epoch 0: |          | 6985/? [43:09<00:00,  2.70it/s]
Epoch 0: |          | 6985/? [43:09<00:00,  2.70it/s]
Epoch 0: |          | 6986/? [43:10<00:00,  2.70it/s]
Epoch 0: |          | 6986/? [43:10<00:00,  2.70it/s]
Epoch 0: |          | 6987/? [43:10<00:00,  2.70it/s]
Epoch 0: |          | 6987/? [43:10<00:00,  2.70it/s]
Epoch 0: |          | 6988/? [43:10<00:00,  2.70it/s]
Epoch 0: |          | 6988/? [43:10<00:00,  2.70it/s]
Epoch 0: |          | 6989/? [43:11<00:00,  2.70it/s]
Epoch 0: |          | 6989/? [43:11<00:00,  2.70it/s]
Epoch 0: |          | 6990/? [43:11<00:00,  2.70it/s]
Epoch 0: |          | 6990/? [43:11<00:00,  2.70it/s]
Epoch 0: |          | 6991/? [43:11<00:00,  2.70it/s]
Epoch 0: |          | 6991/? [43:11<00:00,  2.70it/s]
Epoch 0: |          | 6992/? [43:11<00:00,  2.70it/s]
Epoch 0: |          | 6992/? [43:11<00:00,  2.70it/s]
Epoch 0: |          | 6993/? [43:12<00:00,  2.70it/s]
Epoch 0: |          | 6993/? [43:12<00:00,  2.70it/s]
Epoch 0: |          | 6994/? [43:12<00:00,  2.70it/s]
Epoch 0: |          | 6994/? [43:12<00:00,  2.70it/s]
Epoch 0: |          | 6995/? [43:12<00:00,  2.70it/s]
Epoch 0: |          | 6995/? [43:12<00:00,  2.70it/s]
Epoch 0: |          | 6996/? [43:13<00:00,  2.70it/s]
Epoch 0: |          | 6996/? [43:13<00:00,  2.70it/s]
Epoch 0: |          | 6997/? [43:13<00:00,  2.70it/s]
Epoch 0: |          | 6997/? [43:13<00:00,  2.70it/s]
Epoch 0: |          | 6998/? [43:13<00:00,  2.70it/s]
Epoch 0: |          | 6998/? [43:13<00:00,  2.70it/s]
Epoch 0: |          | 6999/? [43:14<00:00,  2.70it/s]
Epoch 0: |          | 6999/? [43:14<00:00,  2.70it/s]
Epoch 0: |          | 7000/? [43:14<00:00,  2.70it/s]
Epoch 0: |          | 7000/? [43:14<00:00,  2.70it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.98it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.86it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.64it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.52it/s]

Epoch 0: |          | 7000/? [43:14<00:00,  2.70it/s]
Epoch 0: |          | 7001/? [43:14<00:00,  2.70it/s]
Epoch 0: |          | 7001/? [43:14<00:00,  2.70it/s]
Epoch 0: |          | 7002/? [43:15<00:00,  2.70it/s]
Epoch 0: |          | 7002/? [43:15<00:00,  2.70it/s]
Epoch 0: |          | 7003/? [43:15<00:00,  2.70it/s]
Epoch 0: |          | 7003/? [43:15<00:00,  2.70it/s]
Epoch 0: |          | 7004/? [43:15<00:00,  2.70it/s]
Epoch 0: |          | 7004/? [43:15<00:00,  2.70it/s]
Epoch 0: |          | 7005/? [43:16<00:00,  2.70it/s]
Epoch 0: |          | 7005/? [43:16<00:00,  2.70it/s]
Epoch 0: |          | 7006/? [43:16<00:00,  2.70it/s]
Epoch 0: |          | 7006/? [43:16<00:00,  2.70it/s]
Epoch 0: |          | 7007/? [43:16<00:00,  2.70it/s]
Epoch 0: |          | 7007/? [43:16<00:00,  2.70it/s]
Epoch 0: |          | 7008/? [43:16<00:00,  2.70it/s]
Epoch 0: |          | 7008/? [43:16<00:00,  2.70it/s]
Epoch 0: |          | 7009/? [43:17<00:00,  2.70it/s]
Epoch 0: |          | 7009/? [43:17<00:00,  2.70it/s]
Epoch 0: |          | 7010/? [43:17<00:00,  2.70it/s]
Epoch 0: |          | 7010/? [43:17<00:00,  2.70it/s]
Epoch 0: |          | 7011/? [43:17<00:00,  2.70it/s]
Epoch 0: |          | 7011/? [43:17<00:00,  2.70it/s]
Epoch 0: |          | 7012/? [43:18<00:00,  2.70it/s]
Epoch 0: |          | 7012/? [43:18<00:00,  2.70it/s]
Epoch 0: |          | 7013/? [43:18<00:00,  2.70it/s]
Epoch 0: |          | 7013/? [43:18<00:00,  2.70it/s]
Epoch 0: |          | 7014/? [43:18<00:00,  2.70it/s]
Epoch 0: |          | 7014/? [43:18<00:00,  2.70it/s]
Epoch 0: |          | 7015/? [43:18<00:00,  2.70it/s]
Epoch 0: |          | 7015/? [43:18<00:00,  2.70it/s]
Epoch 0: |          | 7016/? [43:19<00:00,  2.70it/s]
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Epoch 0: |          | 7067/? [43:34<00:00,  2.70it/s]
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Epoch 0: |          | 7082/? [43:38<00:00,  2.70it/s]
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Epoch 0: |          | 7086/? [43:39<00:00,  2.71it/s]
Epoch 0: |          | 7086/? [43:39<00:00,  2.71it/s]
Epoch 0: |          | 7087/? [43:39<00:00,  2.71it/s]
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Epoch 0: |          | 7088/? [43:40<00:00,  2.71it/s]
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Epoch 0: |          | 7089/? [43:40<00:00,  2.71it/s]
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Epoch 0: |          | 7090/? [43:40<00:00,  2.71it/s]
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Epoch 0: |          | 7091/? [43:41<00:00,  2.71it/s]
Epoch 0: |          | 7091/? [43:41<00:00,  2.71it/s]
Epoch 0: |          | 7092/? [43:41<00:00,  2.71it/s]
Epoch 0: |          | 7092/? [43:41<00:00,  2.71it/s]
Epoch 0: |          | 7093/? [43:41<00:00,  2.71it/s]
Epoch 0: |          | 7093/? [43:41<00:00,  2.71it/s]
Epoch 0: |          | 7094/? [43:41<00:00,  2.71it/s]
Epoch 0: |          | 7094/? [43:41<00:00,  2.71it/s]
Epoch 0: |          | 7095/? [43:42<00:00,  2.71it/s]
Epoch 0: |          | 7095/? [43:42<00:00,  2.71it/s]
Epoch 0: |          | 7096/? [43:42<00:00,  2.71it/s]
Epoch 0: |          | 7096/? [43:42<00:00,  2.71it/s]
Epoch 0: |          | 7097/? [43:42<00:00,  2.71it/s]
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Epoch 0: |          | 7099/? [43:43<00:00,  2.71it/s]
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Epoch 0: |          | 7100/? [43:43<00:00,  2.71it/s]
Epoch 0: |          | 7100/? [43:43<00:00,  2.71it/s]
Epoch 0: |          | 7101/? [43:43<00:00,  2.71it/s]
Epoch 0: |          | 7101/? [43:43<00:00,  2.71it/s]
Epoch 0: |          | 7102/? [43:44<00:00,  2.71it/s]
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Epoch 0: |          | 7103/? [43:44<00:00,  2.71it/s]
Epoch 0: |          | 7103/? [43:44<00:00,  2.71it/s]
Epoch 0: |          | 7104/? [43:44<00:00,  2.71it/s]
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Epoch 0: |          | 7105/? [43:45<00:00,  2.71it/s]
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Epoch 0: |          | 7106/? [43:45<00:00,  2.71it/s]
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Epoch 0: |          | 7109/? [43:46<00:00,  2.71it/s]
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Epoch 0: |          | 7110/? [43:46<00:00,  2.71it/s]
Epoch 0: |          | 7110/? [43:46<00:00,  2.71it/s]
Epoch 0: |          | 7111/? [43:46<00:00,  2.71it/s]
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Epoch 0: |          | 7112/? [43:47<00:00,  2.71it/s]
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Epoch 0: |          | 7113/? [43:47<00:00,  2.71it/s]
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Epoch 0: |          | 7114/? [43:47<00:00,  2.71it/s]
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Epoch 0: |          | 7115/? [43:47<00:00,  2.71it/s]
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Epoch 0: |          | 7116/? [43:48<00:00,  2.71it/s]
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Epoch 0: |          | 7117/? [43:48<00:00,  2.71it/s]
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Epoch 0: |          | 7118/? [43:48<00:00,  2.71it/s]
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Epoch 0: |          | 7119/? [43:49<00:00,  2.71it/s]
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Epoch 0: |          | 7120/? [43:49<00:00,  2.71it/s]
Epoch 0: |          | 7120/? [43:49<00:00,  2.71it/s]
Epoch 0: |          | 7121/? [43:49<00:00,  2.71it/s]
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Epoch 0: |          | 7122/? [43:50<00:00,  2.71it/s]
Epoch 0: |          | 7122/? [43:50<00:00,  2.71it/s]
Epoch 0: |          | 7123/? [43:50<00:00,  2.71it/s]
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Epoch 0: |          | 7124/? [43:50<00:00,  2.71it/s]
Epoch 0: |          | 7124/? [43:50<00:00,  2.71it/s]
Epoch 0: |          | 7125/? [43:50<00:00,  2.71it/s]
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Epoch 0: |          | 7126/? [43:51<00:00,  2.71it/s]
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Epoch 0: |          | 7127/? [43:51<00:00,  2.71it/s]
Epoch 0: |          | 7127/? [43:51<00:00,  2.71it/s]
Epoch 0: |          | 7128/? [43:51<00:00,  2.71it/s]
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Epoch 0: |          | 7129/? [43:52<00:00,  2.71it/s]
Epoch 0: |          | 7129/? [43:52<00:00,  2.71it/s]
Epoch 0: |          | 7130/? [43:52<00:00,  2.71it/s]
Epoch 0: |          | 7130/? [43:52<00:00,  2.71it/s]
Epoch 0: |          | 7131/? [43:52<00:00,  2.71it/s]
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Epoch 0: |          | 7133/? [43:53<00:00,  2.71it/s]
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Epoch 0: |          | 7135/? [43:53<00:00,  2.71it/s]
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Epoch 0: |          | 7141/? [43:55<00:00,  2.71it/s]
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Epoch 0: |          | 7156/? [43:59<00:00,  2.71it/s]
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Epoch 0: |          | 7180/? [44:06<00:00,  2.71it/s]
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Epoch 0: |          | 7181/? [44:07<00:00,  2.71it/s]
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Epoch 0: |          | 7182/? [44:07<00:00,  2.71it/s]
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Epoch 0: |          | 7190/? [44:09<00:00,  2.71it/s]
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Epoch 0: |          | 7191/? [44:09<00:00,  2.71it/s]
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Epoch 0: |          | 7192/? [44:10<00:00,  2.71it/s]
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Epoch 0: |          | 7195/? [44:11<00:00,  2.71it/s]
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Epoch 0: |          | 7198/? [44:11<00:00,  2.71it/s]
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Epoch 0: |          | 7199/? [44:12<00:00,  2.71it/s]
Epoch 0: |          | 7199/? [44:12<00:00,  2.71it/s]
Epoch 0: |          | 7200/? [44:12<00:00,  2.71it/s]
Epoch 0: |          | 7200/? [44:12<00:00,  2.71it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.30it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.14it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.67it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.85it/s]

Epoch 0: |          | 7200/? [44:12<00:00,  2.71it/s]
Epoch 0: |          | 7201/? [44:13<00:00,  2.71it/s]
Epoch 0: |          | 7201/? [44:13<00:00,  2.71it/s]
Epoch 0: |          | 7202/? [44:13<00:00,  2.71it/s]
Epoch 0: |          | 7202/? [44:13<00:00,  2.71it/s]
Epoch 0: |          | 7203/? [44:13<00:00,  2.71it/s]
Epoch 0: |          | 7203/? [44:13<00:00,  2.71it/s]
Epoch 0: |          | 7204/? [44:14<00:00,  2.71it/s]
Epoch 0: |          | 7204/? [44:14<00:00,  2.71it/s]
Epoch 0: |          | 7205/? [44:14<00:00,  2.71it/s]
Epoch 0: |          | 7205/? [44:14<00:00,  2.71it/s]
Epoch 0: |          | 7206/? [44:14<00:00,  2.71it/s]
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Epoch 0: |          | 7207/? [44:14<00:00,  2.71it/s]
Epoch 0: |          | 7207/? [44:14<00:00,  2.71it/s]
Epoch 0: |          | 7208/? [44:15<00:00,  2.71it/s]
Epoch 0: |          | 7208/? [44:15<00:00,  2.71it/s]
Epoch 0: |          | 7209/? [44:15<00:00,  2.71it/s]
Epoch 0: |          | 7209/? [44:15<00:00,  2.71it/s]
Epoch 0: |          | 7210/? [44:15<00:00,  2.71it/s]
Epoch 0: |          | 7210/? [44:15<00:00,  2.71it/s]
Epoch 0: |          | 7211/? [44:16<00:00,  2.71it/s]
Epoch 0: |          | 7211/? [44:16<00:00,  2.71it/s]
Epoch 0: |          | 7212/? [44:16<00:00,  2.72it/s]
Epoch 0: |          | 7212/? [44:16<00:00,  2.72it/s]
Epoch 0: |          | 7213/? [44:16<00:00,  2.72it/s]
Epoch 0: |          | 7213/? [44:16<00:00,  2.72it/s]
Epoch 0: |          | 7214/? [44:16<00:00,  2.72it/s]
Epoch 0: |          | 7214/? [44:16<00:00,  2.72it/s]
Epoch 0: |          | 7215/? [44:17<00:00,  2.72it/s]
Epoch 0: |          | 7215/? [44:17<00:00,  2.72it/s]
Epoch 0: |          | 7216/? [44:17<00:00,  2.72it/s]
Epoch 0: |          | 7216/? [44:17<00:00,  2.72it/s]
Epoch 0: |          | 7217/? [44:17<00:00,  2.72it/s]
Epoch 0: |          | 7217/? [44:17<00:00,  2.72it/s]
Epoch 0: |          | 7218/? [44:17<00:00,  2.72it/s]
Epoch 0: |          | 7218/? [44:17<00:00,  2.72it/s]
Epoch 0: |          | 7219/? [44:18<00:00,  2.72it/s]
Epoch 0: |          | 7219/? [44:18<00:00,  2.72it/s]
Epoch 0: |          | 7220/? [44:18<00:00,  2.72it/s]
Epoch 0: |          | 7220/? [44:18<00:00,  2.72it/s]
Epoch 0: |          | 7221/? [44:18<00:00,  2.72it/s]
Epoch 0: |          | 7221/? [44:18<00:00,  2.72it/s]
Epoch 0: |          | 7222/? [44:19<00:00,  2.72it/s]
Epoch 0: |          | 7222/? [44:19<00:00,  2.72it/s]
Epoch 0: |          | 7223/? [44:19<00:00,  2.72it/s]
Epoch 0: |          | 7223/? [44:19<00:00,  2.72it/s]
Epoch 0: |          | 7224/? [44:19<00:00,  2.72it/s]
Epoch 0: |          | 7224/? [44:19<00:00,  2.72it/s]
Epoch 0: |          | 7225/? [44:20<00:00,  2.72it/s]
Epoch 0: |          | 7225/? [44:20<00:00,  2.72it/s]
Epoch 0: |          | 7226/? [44:20<00:00,  2.72it/s]
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Epoch 0: |          | 7227/? [44:20<00:00,  2.72it/s]
Epoch 0: |          | 7227/? [44:20<00:00,  2.72it/s]
Epoch 0: |          | 7228/? [44:20<00:00,  2.72it/s]
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Epoch 0: |          | 7229/? [44:21<00:00,  2.72it/s]
Epoch 0: |          | 7229/? [44:21<00:00,  2.72it/s]
Epoch 0: |          | 7230/? [44:21<00:00,  2.72it/s]
Epoch 0: |          | 7230/? [44:21<00:00,  2.72it/s]
Epoch 0: |          | 7231/? [44:21<00:00,  2.72it/s]
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Epoch 0: |          | 7232/? [44:22<00:00,  2.72it/s]
Epoch 0: |          | 7232/? [44:22<00:00,  2.72it/s]
Epoch 0: |          | 7233/? [44:22<00:00,  2.72it/s]
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Epoch 0: |          | 7234/? [44:22<00:00,  2.72it/s]
Epoch 0: |          | 7234/? [44:22<00:00,  2.72it/s]
Epoch 0: |          | 7235/? [44:22<00:00,  2.72it/s]
Epoch 0: |          | 7235/? [44:22<00:00,  2.72it/s]
Epoch 0: |          | 7236/? [44:23<00:00,  2.72it/s]
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Epoch 0: |          | 7238/? [44:23<00:00,  2.72it/s]
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Epoch 0: |          | 7239/? [44:24<00:00,  2.72it/s]
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Epoch 0: |          | 7240/? [44:24<00:00,  2.72it/s]
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Epoch 0: |          | 7241/? [44:24<00:00,  2.72it/s]
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Epoch 0: |          | 7243/? [44:25<00:00,  2.72it/s]
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Epoch 0: |          | 7245/? [44:25<00:00,  2.72it/s]
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Epoch 0: |          | 7246/? [44:26<00:00,  2.72it/s]
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Epoch 0: |          | 7248/? [44:26<00:00,  2.72it/s]
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Epoch 0: |          | 7249/? [44:26<00:00,  2.72it/s]
Epoch 0: |          | 7249/? [44:26<00:00,  2.72it/s]
Epoch 0: |          | 7250/? [44:27<00:00,  2.72it/s]
Epoch 0: |          | 7250/? [44:27<00:00,  2.72it/s]
Epoch 0: |          | 7251/? [44:27<00:00,  2.72it/s]
Epoch 0: |          | 7251/? [44:27<00:00,  2.72it/s]
Epoch 0: |          | 7252/? [44:27<00:00,  2.72it/s]
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Epoch 0: |          | 7253/? [44:28<00:00,  2.72it/s]
Epoch 0: |          | 7253/? [44:28<00:00,  2.72it/s]
Epoch 0: |          | 7254/? [44:28<00:00,  2.72it/s]
Epoch 0: |          | 7254/? [44:28<00:00,  2.72it/s]
Epoch 0: |          | 7255/? [44:28<00:00,  2.72it/s]
Epoch 0: |          | 7255/? [44:28<00:00,  2.72it/s]
Epoch 0: |          | 7256/? [44:28<00:00,  2.72it/s]
Epoch 0: |          | 7256/? [44:28<00:00,  2.72it/s]
Epoch 0: |          | 7257/? [44:29<00:00,  2.72it/s]
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Epoch 0: |          | 7258/? [44:29<00:00,  2.72it/s]
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Epoch 0: |          | 7259/? [44:29<00:00,  2.72it/s]
Epoch 0: |          | 7259/? [44:29<00:00,  2.72it/s]
Epoch 0: |          | 7260/? [44:30<00:00,  2.72it/s]
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Epoch 0: |          | 7261/? [44:30<00:00,  2.72it/s]
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Epoch 0: |          | 7262/? [44:30<00:00,  2.72it/s]
Epoch 0: |          | 7262/? [44:30<00:00,  2.72it/s]
Epoch 0: |          | 7263/? [44:30<00:00,  2.72it/s]
Epoch 0: |          | 7263/? [44:30<00:00,  2.72it/s]
Epoch 0: |          | 7264/? [44:31<00:00,  2.72it/s]
Epoch 0: |          | 7264/? [44:31<00:00,  2.72it/s]
Epoch 0: |          | 7265/? [44:31<00:00,  2.72it/s]
Epoch 0: |          | 7265/? [44:31<00:00,  2.72it/s]
Epoch 0: |          | 7266/? [44:31<00:00,  2.72it/s]
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Epoch 0: |          | 7267/? [44:32<00:00,  2.72it/s]
Epoch 0: |          | 7267/? [44:32<00:00,  2.72it/s]
Epoch 0: |          | 7268/? [44:32<00:00,  2.72it/s]
Epoch 0: |          | 7268/? [44:32<00:00,  2.72it/s]
Epoch 0: |          | 7269/? [44:32<00:00,  2.72it/s]
Epoch 0: |          | 7269/? [44:32<00:00,  2.72it/s]
Epoch 0: |          | 7270/? [44:33<00:00,  2.72it/s]
Epoch 0: |          | 7270/? [44:33<00:00,  2.72it/s]
Epoch 0: |          | 7271/? [44:33<00:00,  2.72it/s]
Epoch 0: |          | 7271/? [44:33<00:00,  2.72it/s]
Epoch 0: |          | 7272/? [44:33<00:00,  2.72it/s]
Epoch 0: |          | 7272/? [44:33<00:00,  2.72it/s]
Epoch 0: |          | 7273/? [44:33<00:00,  2.72it/s]
Epoch 0: |          | 7273/? [44:33<00:00,  2.72it/s]
Epoch 0: |          | 7274/? [44:34<00:00,  2.72it/s]
Epoch 0: |          | 7274/? [44:34<00:00,  2.72it/s]
Epoch 0: |          | 7275/? [44:34<00:00,  2.72it/s]
Epoch 0: |          | 7275/? [44:34<00:00,  2.72it/s]
Epoch 0: |          | 7276/? [44:34<00:00,  2.72it/s]
Epoch 0: |          | 7276/? [44:34<00:00,  2.72it/s]
Epoch 0: |          | 7277/? [44:35<00:00,  2.72it/s]
Epoch 0: |          | 7277/? [44:35<00:00,  2.72it/s]
Epoch 0: |          | 7278/? [44:35<00:00,  2.72it/s]
Epoch 0: |          | 7278/? [44:35<00:00,  2.72it/s]
Epoch 0: |          | 7279/? [44:35<00:00,  2.72it/s]
Epoch 0: |          | 7279/? [44:35<00:00,  2.72it/s]
Epoch 0: |          | 7280/? [44:35<00:00,  2.72it/s]
Epoch 0: |          | 7280/? [44:35<00:00,  2.72it/s]
Epoch 0: |          | 7281/? [44:36<00:00,  2.72it/s]
Epoch 0: |          | 7281/? [44:36<00:00,  2.72it/s]
Epoch 0: |          | 7282/? [44:36<00:00,  2.72it/s]
Epoch 0: |          | 7282/? [44:36<00:00,  2.72it/s]
Epoch 0: |          | 7283/? [44:36<00:00,  2.72it/s]
Epoch 0: |          | 7283/? [44:36<00:00,  2.72it/s]
Epoch 0: |          | 7284/? [44:37<00:00,  2.72it/s]
Epoch 0: |          | 7284/? [44:37<00:00,  2.72it/s]
Epoch 0: |          | 7285/? [44:37<00:00,  2.72it/s]
Epoch 0: |          | 7285/? [44:37<00:00,  2.72it/s]
Epoch 0: |          | 7286/? [44:37<00:00,  2.72it/s]
Epoch 0: |          | 7286/? [44:37<00:00,  2.72it/s]
Epoch 0: |          | 7287/? [44:37<00:00,  2.72it/s]
Epoch 0: |          | 7287/? [44:37<00:00,  2.72it/s]
Epoch 0: |          | 7288/? [44:38<00:00,  2.72it/s]
Epoch 0: |          | 7288/? [44:38<00:00,  2.72it/s]
Epoch 0: |          | 7289/? [44:38<00:00,  2.72it/s]
Epoch 0: |          | 7289/? [44:38<00:00,  2.72it/s]
Epoch 0: |          | 7290/? [44:38<00:00,  2.72it/s]
Epoch 0: |          | 7290/? [44:38<00:00,  2.72it/s]
Epoch 0: |          | 7291/? [44:39<00:00,  2.72it/s]
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Epoch 0: |          | 7292/? [44:39<00:00,  2.72it/s]
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Epoch 0: |          | 7310/? [44:44<00:00,  2.72it/s]
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Epoch 0: |          | 7311/? [44:44<00:00,  2.72it/s]
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Epoch 0: |          | 7312/? [44:45<00:00,  2.72it/s]
Epoch 0: |          | 7312/? [44:45<00:00,  2.72it/s]
Epoch 0: |          | 7313/? [44:45<00:00,  2.72it/s]
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Epoch 0: |          | 7314/? [44:45<00:00,  2.72it/s]
Epoch 0: |          | 7314/? [44:45<00:00,  2.72it/s]
Epoch 0: |          | 7315/? [44:46<00:00,  2.72it/s]
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Epoch 0: |          | 7316/? [44:46<00:00,  2.72it/s]
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Epoch 0: |          | 7319/? [44:47<00:00,  2.72it/s]
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Epoch 0: |          | 7321/? [44:47<00:00,  2.72it/s]
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Epoch 0: |          | 7325/? [44:48<00:00,  2.72it/s]
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Epoch 0: |          | 7329/? [44:50<00:00,  2.72it/s]
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Epoch 0: |          | 7330/? [44:50<00:00,  2.72it/s]
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Epoch 0: |          | 7331/? [44:50<00:00,  2.72it/s]
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Epoch 0: |          | 7332/? [44:50<00:00,  2.72it/s]
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Epoch 0: |          | 7340/? [44:53<00:00,  2.73it/s]
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Epoch 0: |          | 7360/? [44:58<00:00,  2.73it/s]
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Epoch 0: |          | 7361/? [44:59<00:00,  2.73it/s]
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Epoch 0: |          | 7364/? [45:00<00:00,  2.73it/s]
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Epoch 0: |          | 7369/? [45:01<00:00,  2.73it/s]
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Epoch 0: |          | 7370/? [45:01<00:00,  2.73it/s]
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Epoch 0: |          | 7380/? [45:04<00:00,  2.73it/s]
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Epoch 0: |          | 7381/? [45:04<00:00,  2.73it/s]
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Epoch 0: |          | 7382/? [45:05<00:00,  2.73it/s]
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Epoch 0: |          | 7398/? [45:09<00:00,  2.73it/s]
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Epoch 0: |          | 7399/? [45:10<00:00,  2.73it/s]
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Epoch 0: |          | 7400/? [45:10<00:00,  2.73it/s]
Epoch 0: |          | 7400/? [45:10<00:00,  2.73it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.49it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.43it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.90it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.88it/s]

Epoch 0: |          | 7400/? [45:10<00:00,  2.73it/s]
Epoch 0: |          | 7401/? [45:11<00:00,  2.73it/s]
Epoch 0: |          | 7401/? [45:11<00:00,  2.73it/s]
Epoch 0: |          | 7402/? [45:11<00:00,  2.73it/s]
Epoch 0: |          | 7402/? [45:11<00:00,  2.73it/s]
Epoch 0: |          | 7403/? [45:11<00:00,  2.73it/s]
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Epoch 0: |          | 7404/? [45:11<00:00,  2.73it/s]
Epoch 0: |          | 7404/? [45:11<00:00,  2.73it/s]
Epoch 0: |          | 7405/? [45:12<00:00,  2.73it/s]
Epoch 0: |          | 7405/? [45:12<00:00,  2.73it/s]
Epoch 0: |          | 7406/? [45:12<00:00,  2.73it/s]
Epoch 0: |          | 7406/? [45:12<00:00,  2.73it/s]
Epoch 0: |          | 7407/? [45:12<00:00,  2.73it/s]
Epoch 0: |          | 7407/? [45:12<00:00,  2.73it/s]
Epoch 0: |          | 7408/? [45:13<00:00,  2.73it/s]
Epoch 0: |          | 7408/? [45:13<00:00,  2.73it/s]
Epoch 0: |          | 7409/? [45:13<00:00,  2.73it/s]
Epoch 0: |          | 7409/? [45:13<00:00,  2.73it/s]
Epoch 0: |          | 7410/? [45:13<00:00,  2.73it/s]
Epoch 0: |          | 7410/? [45:13<00:00,  2.73it/s]
Epoch 0: |          | 7411/? [45:13<00:00,  2.73it/s]
Epoch 0: |          | 7411/? [45:13<00:00,  2.73it/s]
Epoch 0: |          | 7412/? [45:14<00:00,  2.73it/s]
Epoch 0: |          | 7412/? [45:14<00:00,  2.73it/s]
Epoch 0: |          | 7413/? [45:14<00:00,  2.73it/s]
Epoch 0: |          | 7413/? [45:14<00:00,  2.73it/s]
Epoch 0: |          | 7414/? [45:14<00:00,  2.73it/s]
Epoch 0: |          | 7414/? [45:14<00:00,  2.73it/s]
Epoch 0: |          | 7415/? [45:15<00:00,  2.73it/s]
Epoch 0: |          | 7415/? [45:15<00:00,  2.73it/s]
Epoch 0: |          | 7416/? [45:15<00:00,  2.73it/s]
Epoch 0: |          | 7416/? [45:15<00:00,  2.73it/s]
Epoch 0: |          | 7417/? [45:15<00:00,  2.73it/s]
Epoch 0: |          | 7417/? [45:15<00:00,  2.73it/s]
Epoch 0: |          | 7418/? [45:15<00:00,  2.73it/s]
Epoch 0: |          | 7418/? [45:15<00:00,  2.73it/s]
Epoch 0: |          | 7419/? [45:16<00:00,  2.73it/s]
Epoch 0: |          | 7419/? [45:16<00:00,  2.73it/s]
Epoch 0: |          | 7420/? [45:16<00:00,  2.73it/s]
Epoch 0: |          | 7420/? [45:16<00:00,  2.73it/s]
Epoch 0: |          | 7421/? [45:16<00:00,  2.73it/s]
Epoch 0: |          | 7421/? [45:16<00:00,  2.73it/s]
Epoch 0: |          | 7422/? [45:17<00:00,  2.73it/s]
Epoch 0: |          | 7422/? [45:17<00:00,  2.73it/s]
Epoch 0: |          | 7423/? [45:17<00:00,  2.73it/s]
Epoch 0: |          | 7423/? [45:17<00:00,  2.73it/s]
Epoch 0: |          | 7424/? [45:17<00:00,  2.73it/s]
Epoch 0: |          | 7424/? [45:17<00:00,  2.73it/s]
Epoch 0: |          | 7425/? [45:17<00:00,  2.73it/s]
Epoch 0: |          | 7425/? [45:17<00:00,  2.73it/s]
Epoch 0: |          | 7426/? [45:18<00:00,  2.73it/s]
Epoch 0: |          | 7426/? [45:18<00:00,  2.73it/s]
Epoch 0: |          | 7427/? [45:18<00:00,  2.73it/s]
Epoch 0: |          | 7427/? [45:18<00:00,  2.73it/s]
Epoch 0: |          | 7428/? [45:18<00:00,  2.73it/s]
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Epoch 0: |          | 7458/? [45:27<00:00,  2.73it/s]
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Epoch 0: |          | 7479/? [45:33<00:00,  2.74it/s]
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Epoch 0: |          | 7489/? [45:36<00:00,  2.74it/s]
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Epoch 0: |          | 7492/? [45:37<00:00,  2.74it/s]
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Epoch 0: |          | 7493/? [45:37<00:00,  2.74it/s]
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Epoch 0: |          | 7494/? [45:37<00:00,  2.74it/s]
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Epoch 0: |          | 7496/? [45:38<00:00,  2.74it/s]
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Epoch 0: |          | 7498/? [45:38<00:00,  2.74it/s]
Epoch 0: |          | 7498/? [45:38<00:00,  2.74it/s]
Epoch 0: |          | 7499/? [45:39<00:00,  2.74it/s]
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Epoch 0: |          | 7500/? [45:39<00:00,  2.74it/s]
Epoch 0: |          | 7500/? [45:39<00:00,  2.74it/s]
Epoch 0: |          | 7501/? [45:39<00:00,  2.74it/s]
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Epoch 0: |          | 7502/? [45:40<00:00,  2.74it/s]
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Epoch 0: |          | 7503/? [45:40<00:00,  2.74it/s]
Epoch 0: |          | 7503/? [45:40<00:00,  2.74it/s]
Epoch 0: |          | 7504/? [45:40<00:00,  2.74it/s]
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Epoch 0: |          | 7505/? [45:40<00:00,  2.74it/s]
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Epoch 0: |          | 7506/? [45:41<00:00,  2.74it/s]
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Epoch 0: |          | 7507/? [45:41<00:00,  2.74it/s]
Epoch 0: |          | 7507/? [45:41<00:00,  2.74it/s]
Epoch 0: |          | 7508/? [45:41<00:00,  2.74it/s]
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Epoch 0: |          | 7509/? [45:42<00:00,  2.74it/s]
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Epoch 0: |          | 7510/? [45:42<00:00,  2.74it/s]
Epoch 0: |          | 7510/? [45:42<00:00,  2.74it/s]
Epoch 0: |          | 7511/? [45:42<00:00,  2.74it/s]
Epoch 0: |          | 7511/? [45:42<00:00,  2.74it/s]
Epoch 0: |          | 7512/? [45:42<00:00,  2.74it/s]
Epoch 0: |          | 7512/? [45:42<00:00,  2.74it/s]
Epoch 0: |          | 7513/? [45:43<00:00,  2.74it/s]
Epoch 0: |          | 7513/? [45:43<00:00,  2.74it/s]
Epoch 0: |          | 7514/? [45:43<00:00,  2.74it/s]
Epoch 0: |          | 7514/? [45:43<00:00,  2.74it/s]
Epoch 0: |          | 7515/? [45:43<00:00,  2.74it/s]
Epoch 0: |          | 7515/? [45:43<00:00,  2.74it/s]
Epoch 0: |          | 7516/? [45:44<00:00,  2.74it/s]
Epoch 0: |          | 7516/? [45:44<00:00,  2.74it/s]
Epoch 0: |          | 7517/? [45:44<00:00,  2.74it/s]
Epoch 0: |          | 7517/? [45:44<00:00,  2.74it/s]
Epoch 0: |          | 7518/? [45:44<00:00,  2.74it/s]
Epoch 0: |          | 7518/? [45:44<00:00,  2.74it/s]
Epoch 0: |          | 7519/? [45:44<00:00,  2.74it/s]
Epoch 0: |          | 7519/? [45:44<00:00,  2.74it/s]
Epoch 0: |          | 7520/? [45:45<00:00,  2.74it/s]
Epoch 0: |          | 7520/? [45:45<00:00,  2.74it/s]
Epoch 0: |          | 7521/? [45:45<00:00,  2.74it/s]
Epoch 0: |          | 7521/? [45:45<00:00,  2.74it/s]
Epoch 0: |          | 7522/? [45:45<00:00,  2.74it/s]
Epoch 0: |          | 7522/? [45:45<00:00,  2.74it/s]
Epoch 0: |          | 7523/? [45:46<00:00,  2.74it/s]
Epoch 0: |          | 7523/? [45:46<00:00,  2.74it/s]
Epoch 0: |          | 7524/? [45:46<00:00,  2.74it/s]
Epoch 0: |          | 7524/? [45:46<00:00,  2.74it/s]
Epoch 0: |          | 7525/? [45:46<00:00,  2.74it/s]
Epoch 0: |          | 7525/? [45:46<00:00,  2.74it/s]
Epoch 0: |          | 7526/? [45:46<00:00,  2.74it/s]
Epoch 0: |          | 7526/? [45:46<00:00,  2.74it/s]
Epoch 0: |          | 7527/? [45:47<00:00,  2.74it/s]
Epoch 0: |          | 7527/? [45:47<00:00,  2.74it/s]
Epoch 0: |          | 7528/? [45:47<00:00,  2.74it/s]
Epoch 0: |          | 7528/? [45:47<00:00,  2.74it/s]
Epoch 0: |          | 7529/? [45:47<00:00,  2.74it/s]
Epoch 0: |          | 7529/? [45:47<00:00,  2.74it/s]
Epoch 0: |          | 7530/? [45:48<00:00,  2.74it/s]
Epoch 0: |          | 7530/? [45:48<00:00,  2.74it/s]
Epoch 0: |          | 7531/? [45:48<00:00,  2.74it/s]
Epoch 0: |          | 7531/? [45:48<00:00,  2.74it/s]
Epoch 0: |          | 7532/? [45:48<00:00,  2.74it/s]
Epoch 0: |          | 7532/? [45:48<00:00,  2.74it/s]
Epoch 0: |          | 7533/? [45:48<00:00,  2.74it/s]
Epoch 0: |          | 7533/? [45:48<00:00,  2.74it/s]
Epoch 0: |          | 7534/? [45:49<00:00,  2.74it/s]
Epoch 0: |          | 7534/? [45:49<00:00,  2.74it/s]
Epoch 0: |          | 7535/? [45:49<00:00,  2.74it/s]
Epoch 0: |          | 7535/? [45:49<00:00,  2.74it/s]
Epoch 0: |          | 7536/? [45:49<00:00,  2.74it/s]
Epoch 0: |          | 7536/? [45:49<00:00,  2.74it/s]
Epoch 0: |          | 7537/? [45:50<00:00,  2.74it/s]
Epoch 0: |          | 7537/? [45:50<00:00,  2.74it/s]
Epoch 0: |          | 7538/? [45:50<00:00,  2.74it/s]
Epoch 0: |          | 7538/? [45:50<00:00,  2.74it/s]
Epoch 0: |          | 7539/? [45:50<00:00,  2.74it/s]
Epoch 0: |          | 7539/? [45:50<00:00,  2.74it/s]
Epoch 0: |          | 7540/? [45:50<00:00,  2.74it/s]
Epoch 0: |          | 7540/? [45:50<00:00,  2.74it/s]
Epoch 0: |          | 7541/? [45:51<00:00,  2.74it/s]
Epoch 0: |          | 7541/? [45:51<00:00,  2.74it/s]
Epoch 0: |          | 7542/? [45:51<00:00,  2.74it/s]
Epoch 0: |          | 7542/? [45:51<00:00,  2.74it/s]
Epoch 0: |          | 7543/? [45:51<00:00,  2.74it/s]
Epoch 0: |          | 7543/? [45:51<00:00,  2.74it/s]
Epoch 0: |          | 7544/? [45:51<00:00,  2.74it/s]
Epoch 0: |          | 7544/? [45:52<00:00,  2.74it/s]
Epoch 0: |          | 7545/? [45:52<00:00,  2.74it/s]
Epoch 0: |          | 7545/? [45:52<00:00,  2.74it/s]
Epoch 0: |          | 7546/? [45:52<00:00,  2.74it/s]
Epoch 0: |          | 7546/? [45:52<00:00,  2.74it/s]
Epoch 0: |          | 7547/? [45:52<00:00,  2.74it/s]
Epoch 0: |          | 7547/? [45:52<00:00,  2.74it/s]
Epoch 0: |          | 7548/? [45:53<00:00,  2.74it/s]
Epoch 0: |          | 7548/? [45:53<00:00,  2.74it/s]
Epoch 0: |          | 7549/? [45:53<00:00,  2.74it/s]
Epoch 0: |          | 7549/? [45:53<00:00,  2.74it/s]
Epoch 0: |          | 7550/? [45:53<00:00,  2.74it/s]
Epoch 0: |          | 7550/? [45:53<00:00,  2.74it/s]
Epoch 0: |          | 7551/? [45:53<00:00,  2.74it/s]
Epoch 0: |          | 7551/? [45:53<00:00,  2.74it/s]
Epoch 0: |          | 7552/? [45:54<00:00,  2.74it/s]
Epoch 0: |          | 7552/? [45:54<00:00,  2.74it/s]
Epoch 0: |          | 7553/? [45:54<00:00,  2.74it/s]
Epoch 0: |          | 7553/? [45:54<00:00,  2.74it/s]
Epoch 0: |          | 7554/? [45:54<00:00,  2.74it/s]
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Epoch 0: |          | 7555/? [45:55<00:00,  2.74it/s]
Epoch 0: |          | 7555/? [45:55<00:00,  2.74it/s]
Epoch 0: |          | 7556/? [45:55<00:00,  2.74it/s]
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Epoch 0: |          | 7557/? [45:55<00:00,  2.74it/s]
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Epoch 0: |          | 7558/? [45:55<00:00,  2.74it/s]
Epoch 0: |          | 7558/? [45:55<00:00,  2.74it/s]
Epoch 0: |          | 7559/? [45:56<00:00,  2.74it/s]
Epoch 0: |          | 7559/? [45:56<00:00,  2.74it/s]
Epoch 0: |          | 7560/? [45:56<00:00,  2.74it/s]
Epoch 0: |          | 7560/? [45:56<00:00,  2.74it/s]
Epoch 0: |          | 7561/? [45:56<00:00,  2.74it/s]
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Epoch 0: |          | 7562/? [45:57<00:00,  2.74it/s]
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Epoch 0: |          | 7563/? [45:57<00:00,  2.74it/s]
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Epoch 0: |          | 7564/? [45:57<00:00,  2.74it/s]
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Epoch 0: |          | 7565/? [45:57<00:00,  2.74it/s]
Epoch 0: |          | 7565/? [45:57<00:00,  2.74it/s]
Epoch 0: |          | 7566/? [45:58<00:00,  2.74it/s]
Epoch 0: |          | 7566/? [45:58<00:00,  2.74it/s]
Epoch 0: |          | 7567/? [45:58<00:00,  2.74it/s]
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Epoch 0: |          | 7568/? [45:58<00:00,  2.74it/s]
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Epoch 0: |          | 7569/? [45:59<00:00,  2.74it/s]
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Epoch 0: |          | 7570/? [45:59<00:00,  2.74it/s]
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Epoch 0: |          | 7571/? [45:59<00:00,  2.74it/s]
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Epoch 0: |          | 7575/? [46:00<00:00,  2.74it/s]
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Epoch 0: |          | 7576/? [46:01<00:00,  2.74it/s]
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Epoch 0: |          | 7577/? [46:01<00:00,  2.74it/s]
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Epoch 0: |          | 7578/? [46:01<00:00,  2.74it/s]
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Epoch 0: |          | 7579/? [46:01<00:00,  2.74it/s]
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Epoch 0: |          | 7580/? [46:02<00:00,  2.74it/s]
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Epoch 0: |          | 7581/? [46:02<00:00,  2.74it/s]
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Epoch 0: |          | 7582/? [46:02<00:00,  2.74it/s]
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Epoch 0: |          | 7583/? [46:03<00:00,  2.74it/s]
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Epoch 0: |          | 7587/? [46:04<00:00,  2.74it/s]
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Epoch 0: |          | 7589/? [46:04<00:00,  2.74it/s]
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Epoch 0: |          | 7590/? [46:05<00:00,  2.74it/s]
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Epoch 0: |          | 7591/? [46:05<00:00,  2.75it/s]
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Epoch 0: |          | 7592/? [46:05<00:00,  2.75it/s]
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Epoch 0: |          | 7595/? [46:06<00:00,  2.75it/s]
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Epoch 0: |          | 7599/? [46:07<00:00,  2.75it/s]
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Epoch 0: |          | 7600/? [46:07<00:00,  2.75it/s]
Epoch 0: |          | 7600/? [46:07<00:00,  2.75it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.66it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.78it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.49it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.67it/s]

Epoch 0: |          | 7600/? [46:08<00:00,  2.75it/s]
Epoch 0: |          | 7601/? [46:08<00:00,  2.75it/s]
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Epoch 0: |          | 7602/? [46:08<00:00,  2.75it/s]
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Epoch 0: |          | 7603/? [46:09<00:00,  2.75it/s]
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Epoch 0: |          | 7604/? [46:09<00:00,  2.75it/s]
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Epoch 0: |          | 7605/? [46:09<00:00,  2.75it/s]
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Epoch 0: |          | 7606/? [46:09<00:00,  2.75it/s]
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Epoch 0: |          | 7607/? [46:10<00:00,  2.75it/s]
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Epoch 0: |          | 7608/? [46:10<00:00,  2.75it/s]
Epoch 0: |          | 7608/? [46:10<00:00,  2.75it/s]
Epoch 0: |          | 7609/? [46:10<00:00,  2.75it/s]
Epoch 0: |          | 7609/? [46:10<00:00,  2.75it/s]
Epoch 0: |          | 7610/? [46:11<00:00,  2.75it/s]
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Epoch 0: |          | 7611/? [46:11<00:00,  2.75it/s]
Epoch 0: |          | 7611/? [46:11<00:00,  2.75it/s]
Epoch 0: |          | 7612/? [46:11<00:00,  2.75it/s]
Epoch 0: |          | 7612/? [46:11<00:00,  2.75it/s]
Epoch 0: |          | 7613/? [46:11<00:00,  2.75it/s]
Epoch 0: |          | 7613/? [46:11<00:00,  2.75it/s]
Epoch 0: |          | 7614/? [46:12<00:00,  2.75it/s]
Epoch 0: |          | 7614/? [46:12<00:00,  2.75it/s]
Epoch 0: |          | 7615/? [46:12<00:00,  2.75it/s]
Epoch 0: |          | 7615/? [46:12<00:00,  2.75it/s]
Epoch 0: |          | 7616/? [46:12<00:00,  2.75it/s]
Epoch 0: |          | 7616/? [46:12<00:00,  2.75it/s]
Epoch 0: |          | 7617/? [46:13<00:00,  2.75it/s]
Epoch 0: |          | 7617/? [46:13<00:00,  2.75it/s]
Epoch 0: |          | 7618/? [46:13<00:00,  2.75it/s]
Epoch 0: |          | 7618/? [46:13<00:00,  2.75it/s]
Epoch 0: |          | 7619/? [46:13<00:00,  2.75it/s]
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Epoch 0: |          | 7620/? [46:13<00:00,  2.75it/s]
Epoch 0: |          | 7620/? [46:13<00:00,  2.75it/s]
Epoch 0: |          | 7621/? [46:14<00:00,  2.75it/s]
Epoch 0: |          | 7621/? [46:14<00:00,  2.75it/s]
Epoch 0: |          | 7622/? [46:14<00:00,  2.75it/s]
Epoch 0: |          | 7622/? [46:14<00:00,  2.75it/s]
Epoch 0: |          | 7623/? [46:14<00:00,  2.75it/s]
Epoch 0: |          | 7623/? [46:14<00:00,  2.75it/s]
Epoch 0: |          | 7624/? [46:15<00:00,  2.75it/s]
Epoch 0: |          | 7624/? [46:15<00:00,  2.75it/s]
Epoch 0: |          | 7625/? [46:15<00:00,  2.75it/s]
Epoch 0: |          | 7625/? [46:15<00:00,  2.75it/s]
Epoch 0: |          | 7626/? [46:15<00:00,  2.75it/s]
Epoch 0: |          | 7626/? [46:15<00:00,  2.75it/s]
Epoch 0: |          | 7627/? [46:15<00:00,  2.75it/s]
Epoch 0: |          | 7627/? [46:15<00:00,  2.75it/s]
Epoch 0: |          | 7628/? [46:16<00:00,  2.75it/s]
Epoch 0: |          | 7628/? [46:16<00:00,  2.75it/s]
Epoch 0: |          | 7629/? [46:16<00:00,  2.75it/s]
Epoch 0: |          | 7629/? [46:16<00:00,  2.75it/s]
Epoch 0: |          | 7630/? [46:16<00:00,  2.75it/s]
Epoch 0: |          | 7630/? [46:16<00:00,  2.75it/s]
Epoch 0: |          | 7631/? [46:17<00:00,  2.75it/s]
Epoch 0: |          | 7631/? [46:17<00:00,  2.75it/s]
Epoch 0: |          | 7632/? [46:17<00:00,  2.75it/s]
Epoch 0: |          | 7632/? [46:17<00:00,  2.75it/s]
Epoch 0: |          | 7633/? [46:17<00:00,  2.75it/s]
Epoch 0: |          | 7633/? [46:17<00:00,  2.75it/s]
Epoch 0: |          | 7634/? [46:17<00:00,  2.75it/s]
Epoch 0: |          | 7634/? [46:17<00:00,  2.75it/s]
Epoch 0: |          | 7635/? [46:18<00:00,  2.75it/s]
Epoch 0: |          | 7635/? [46:18<00:00,  2.75it/s]
Epoch 0: |          | 7636/? [46:18<00:00,  2.75it/s]
Epoch 0: |          | 7636/? [46:18<00:00,  2.75it/s]
Epoch 0: |          | 7637/? [46:18<00:00,  2.75it/s]
Epoch 0: |          | 7637/? [46:18<00:00,  2.75it/s]
Epoch 0: |          | 7638/? [46:19<00:00,  2.75it/s]
Epoch 0: |          | 7638/? [46:19<00:00,  2.75it/s]
Epoch 0: |          | 7639/? [46:19<00:00,  2.75it/s]
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Epoch 0: |          | 7640/? [46:19<00:00,  2.75it/s]
Epoch 0: |          | 7640/? [46:19<00:00,  2.75it/s]
Epoch 0: |          | 7641/? [46:19<00:00,  2.75it/s]
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Epoch 0: |          | 7642/? [46:20<00:00,  2.75it/s]
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Epoch 0: |          | 7643/? [46:20<00:00,  2.75it/s]
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Epoch 0: |          | 7644/? [46:20<00:00,  2.75it/s]
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Epoch 0: |          | 7645/? [46:21<00:00,  2.75it/s]
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Epoch 0: |          | 7646/? [46:21<00:00,  2.75it/s]
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Epoch 0: |          | 7647/? [46:21<00:00,  2.75it/s]
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Epoch 0: |          | 7648/? [46:21<00:00,  2.75it/s]
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Epoch 0: |          | 7649/? [46:22<00:00,  2.75it/s]
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Epoch 0: |          | 7650/? [46:22<00:00,  2.75it/s]
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Epoch 0: |          | 7651/? [46:22<00:00,  2.75it/s]
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Epoch 0: |          | 7652/? [46:23<00:00,  2.75it/s]
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Epoch 0: |          | 7653/? [46:23<00:00,  2.75it/s]
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Epoch 0: |          | 7654/? [46:23<00:00,  2.75it/s]
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Epoch 0: |          | 7655/? [46:23<00:00,  2.75it/s]
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Epoch 0: |          | 7656/? [46:24<00:00,  2.75it/s]
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Epoch 0: |          | 7657/? [46:24<00:00,  2.75it/s]
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Epoch 0: |          | 7659/? [46:24<00:00,  2.75it/s]
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Epoch 0: |          | 7660/? [46:25<00:00,  2.75it/s]
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Epoch 0: |          | 7661/? [46:25<00:00,  2.75it/s]
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Epoch 0: |          | 7662/? [46:25<00:00,  2.75it/s]
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Epoch 0: |          | 7663/? [46:26<00:00,  2.75it/s]
Epoch 0: |          | 7663/? [46:26<00:00,  2.75it/s]
Epoch 0: |          | 7664/? [46:26<00:00,  2.75it/s]
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Epoch 0: |          | 7665/? [46:26<00:00,  2.75it/s]
Epoch 0: |          | 7665/? [46:26<00:00,  2.75it/s]
Epoch 0: |          | 7666/? [46:26<00:00,  2.75it/s]
Epoch 0: |          | 7666/? [46:26<00:00,  2.75it/s]
Epoch 0: |          | 7667/? [46:27<00:00,  2.75it/s]
Epoch 0: |          | 7667/? [46:27<00:00,  2.75it/s]
Epoch 0: |          | 7668/? [46:27<00:00,  2.75it/s]
Epoch 0: |          | 7668/? [46:27<00:00,  2.75it/s]
Epoch 0: |          | 7669/? [46:27<00:00,  2.75it/s]
Epoch 0: |          | 7669/? [46:27<00:00,  2.75it/s]
Epoch 0: |          | 7670/? [46:28<00:00,  2.75it/s]
Epoch 0: |          | 7670/? [46:28<00:00,  2.75it/s]
Epoch 0: |          | 7671/? [46:28<00:00,  2.75it/s]
Epoch 0: |          | 7671/? [46:28<00:00,  2.75it/s]
Epoch 0: |          | 7672/? [46:28<00:00,  2.75it/s]
Epoch 0: |          | 7672/? [46:28<00:00,  2.75it/s]
Epoch 0: |          | 7673/? [46:28<00:00,  2.75it/s]
Epoch 0: |          | 7673/? [46:28<00:00,  2.75it/s]
Epoch 0: |          | 7674/? [46:29<00:00,  2.75it/s]
Epoch 0: |          | 7674/? [46:29<00:00,  2.75it/s]
Epoch 0: |          | 7675/? [46:29<00:00,  2.75it/s]
Epoch 0: |          | 7675/? [46:29<00:00,  2.75it/s]
Epoch 0: |          | 7676/? [46:29<00:00,  2.75it/s]
Epoch 0: |          | 7676/? [46:29<00:00,  2.75it/s]
Epoch 0: |          | 7677/? [46:30<00:00,  2.75it/s]
Epoch 0: |          | 7677/? [46:30<00:00,  2.75it/s]
Epoch 0: |          | 7678/? [46:30<00:00,  2.75it/s]
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Epoch 0: |          | 7679/? [46:30<00:00,  2.75it/s]
Epoch 0: |          | 7679/? [46:30<00:00,  2.75it/s]
Epoch 0: |          | 7680/? [46:30<00:00,  2.75it/s]
Epoch 0: |          | 7680/? [46:30<00:00,  2.75it/s]
Epoch 0: |          | 7681/? [46:31<00:00,  2.75it/s]
Epoch 0: |          | 7681/? [46:31<00:00,  2.75it/s]
Epoch 0: |          | 7682/? [46:31<00:00,  2.75it/s]
Epoch 0: |          | 7682/? [46:31<00:00,  2.75it/s]
Epoch 0: |          | 7683/? [46:31<00:00,  2.75it/s]
Epoch 0: |          | 7683/? [46:31<00:00,  2.75it/s]
Epoch 0: |          | 7684/? [46:32<00:00,  2.75it/s]
Epoch 0: |          | 7684/? [46:32<00:00,  2.75it/s]
Epoch 0: |          | 7685/? [46:32<00:00,  2.75it/s]
Epoch 0: |          | 7685/? [46:32<00:00,  2.75it/s]
Epoch 0: |          | 7686/? [46:32<00:00,  2.75it/s]
Epoch 0: |          | 7686/? [46:32<00:00,  2.75it/s]
Epoch 0: |          | 7687/? [46:32<00:00,  2.75it/s]
Epoch 0: |          | 7687/? [46:32<00:00,  2.75it/s]
Epoch 0: |          | 7688/? [46:33<00:00,  2.75it/s]
Epoch 0: |          | 7688/? [46:33<00:00,  2.75it/s]
Epoch 0: |          | 7689/? [46:33<00:00,  2.75it/s]
Epoch 0: |          | 7689/? [46:33<00:00,  2.75it/s]
Epoch 0: |          | 7690/? [46:33<00:00,  2.75it/s]
Epoch 0: |          | 7690/? [46:33<00:00,  2.75it/s]
Epoch 0: |          | 7691/? [46:34<00:00,  2.75it/s]
Epoch 0: |          | 7691/? [46:34<00:00,  2.75it/s]
Epoch 0: |          | 7692/? [46:34<00:00,  2.75it/s]
Epoch 0: |          | 7692/? [46:34<00:00,  2.75it/s]
Epoch 0: |          | 7693/? [46:34<00:00,  2.75it/s]
Epoch 0: |          | 7693/? [46:34<00:00,  2.75it/s]
Epoch 0: |          | 7694/? [46:34<00:00,  2.75it/s]
Epoch 0: |          | 7694/? [46:34<00:00,  2.75it/s]
Epoch 0: |          | 7695/? [46:35<00:00,  2.75it/s]
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Epoch 0: |          | 7696/? [46:35<00:00,  2.75it/s]
Epoch 0: |          | 7696/? [46:35<00:00,  2.75it/s]
Epoch 0: |          | 7697/? [46:35<00:00,  2.75it/s]
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Epoch 0: |          | 7698/? [46:36<00:00,  2.75it/s]
Epoch 0: |          | 7698/? [46:36<00:00,  2.75it/s]
Epoch 0: |          | 7699/? [46:36<00:00,  2.75it/s]
Epoch 0: |          | 7699/? [46:36<00:00,  2.75it/s]
Epoch 0: |          | 7700/? [46:36<00:00,  2.75it/s]
Epoch 0: |          | 7700/? [46:36<00:00,  2.75it/s]
Epoch 0: |          | 7701/? [46:36<00:00,  2.75it/s]
Epoch 0: |          | 7701/? [46:36<00:00,  2.75it/s]
Epoch 0: |          | 7702/? [46:37<00:00,  2.75it/s]
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Epoch 0: |          | 7703/? [46:37<00:00,  2.75it/s]
Epoch 0: |          | 7703/? [46:37<00:00,  2.75it/s]
Epoch 0: |          | 7704/? [46:37<00:00,  2.75it/s]
Epoch 0: |          | 7704/? [46:37<00:00,  2.75it/s]
Epoch 0: |          | 7705/? [46:38<00:00,  2.75it/s]
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Epoch 0: |          | 7706/? [46:38<00:00,  2.75it/s]
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Epoch 0: |          | 7708/? [46:38<00:00,  2.75it/s]
Epoch 0: |          | 7708/? [46:38<00:00,  2.75it/s]
Epoch 0: |          | 7709/? [46:39<00:00,  2.75it/s]
Epoch 0: |          | 7709/? [46:39<00:00,  2.75it/s]
Epoch 0: |          | 7710/? [46:39<00:00,  2.75it/s]
Epoch 0: |          | 7710/? [46:39<00:00,  2.75it/s]
Epoch 0: |          | 7711/? [46:39<00:00,  2.75it/s]
Epoch 0: |          | 7711/? [46:39<00:00,  2.75it/s]
Epoch 0: |          | 7712/? [46:40<00:00,  2.75it/s]
Epoch 0: |          | 7712/? [46:40<00:00,  2.75it/s]
Epoch 0: |          | 7713/? [46:40<00:00,  2.75it/s]
Epoch 0: |          | 7713/? [46:40<00:00,  2.75it/s]
Epoch 0: |          | 7714/? [46:40<00:00,  2.75it/s]
Epoch 0: |          | 7714/? [46:40<00:00,  2.75it/s]
Epoch 0: |          | 7715/? [46:40<00:00,  2.75it/s]
Epoch 0: |          | 7715/? [46:40<00:00,  2.75it/s]
Epoch 0: |          | 7716/? [46:41<00:00,  2.75it/s]
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Epoch 0: |          | 7717/? [46:41<00:00,  2.75it/s]
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Epoch 0: |          | 7718/? [46:41<00:00,  2.75it/s]
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Epoch 0: |          | 7719/? [46:42<00:00,  2.75it/s]
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Epoch 0: |          | 7720/? [46:42<00:00,  2.75it/s]
Epoch 0: |          | 7720/? [46:42<00:00,  2.75it/s]
Epoch 0: |          | 7721/? [46:42<00:00,  2.75it/s]
Epoch 0: |          | 7721/? [46:42<00:00,  2.75it/s]
Epoch 0: |          | 7722/? [46:42<00:00,  2.76it/s]
Epoch 0: |          | 7722/? [46:42<00:00,  2.76it/s]
Epoch 0: |          | 7723/? [46:43<00:00,  2.76it/s]
Epoch 0: |          | 7723/? [46:43<00:00,  2.76it/s]
Epoch 0: |          | 7724/? [46:43<00:00,  2.76it/s]
Epoch 0: |          | 7724/? [46:43<00:00,  2.76it/s]
Epoch 0: |          | 7725/? [46:43<00:00,  2.76it/s]
Epoch 0: |          | 7725/? [46:43<00:00,  2.76it/s]
Epoch 0: |          | 7726/? [46:44<00:00,  2.76it/s]
Epoch 0: |          | 7726/? [46:44<00:00,  2.76it/s]
Epoch 0: |          | 7727/? [46:44<00:00,  2.76it/s]
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Epoch 0: |          | 7728/? [46:44<00:00,  2.76it/s]
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Epoch 0: |          | 7729/? [46:44<00:00,  2.76it/s]
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Epoch 0: |          | 7730/? [46:45<00:00,  2.76it/s]
Epoch 0: |          | 7730/? [46:45<00:00,  2.76it/s]
Epoch 0: |          | 7731/? [46:45<00:00,  2.76it/s]
Epoch 0: |          | 7731/? [46:45<00:00,  2.76it/s]
Epoch 0: |          | 7732/? [46:45<00:00,  2.76it/s]
Epoch 0: |          | 7732/? [46:45<00:00,  2.76it/s]
Epoch 0: |          | 7733/? [46:45<00:00,  2.76it/s]
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Epoch 0: |          | 7734/? [46:46<00:00,  2.76it/s]
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Epoch 0: |          | 7735/? [46:46<00:00,  2.76it/s]
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Epoch 0: |          | 7736/? [46:46<00:00,  2.76it/s]
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Epoch 0: |          | 7737/? [46:47<00:00,  2.76it/s]
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Epoch 0: |          | 7738/? [46:47<00:00,  2.76it/s]
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Epoch 0: |          | 7739/? [46:47<00:00,  2.76it/s]
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Epoch 0: |          | 7740/? [46:47<00:00,  2.76it/s]
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Epoch 0: |          | 7741/? [46:48<00:00,  2.76it/s]
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Epoch 0: |          | 7742/? [46:48<00:00,  2.76it/s]
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Epoch 0: |          | 7743/? [46:48<00:00,  2.76it/s]
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Epoch 0: |          | 7746/? [46:49<00:00,  2.76it/s]
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Epoch 0: |          | 7747/? [46:49<00:00,  2.76it/s]
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Epoch 0: |          | 7748/? [46:50<00:00,  2.76it/s]
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Epoch 0: |          | 7749/? [46:50<00:00,  2.76it/s]
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Epoch 0: |          | 7750/? [46:50<00:00,  2.76it/s]
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Epoch 0: |          | 7751/? [46:51<00:00,  2.76it/s]
Epoch 0: |          | 7751/? [46:51<00:00,  2.76it/s]
Epoch 0: |          | 7752/? [46:51<00:00,  2.76it/s]
Epoch 0: |          | 7752/? [46:51<00:00,  2.76it/s]
Epoch 0: |          | 7753/? [46:51<00:00,  2.76it/s]
Epoch 0: |          | 7753/? [46:51<00:00,  2.76it/s]
Epoch 0: |          | 7754/? [46:51<00:00,  2.76it/s]
Epoch 0: |          | 7754/? [46:51<00:00,  2.76it/s]
Epoch 0: |          | 7755/? [46:52<00:00,  2.76it/s]
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Epoch 0: |          | 7756/? [46:52<00:00,  2.76it/s]
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Epoch 0: |          | 7757/? [46:52<00:00,  2.76it/s]
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Epoch 0: |          | 7758/? [46:53<00:00,  2.76it/s]
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Epoch 0: |          | 7759/? [46:53<00:00,  2.76it/s]
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Epoch 0: |          | 7760/? [46:53<00:00,  2.76it/s]
Epoch 0: |          | 7760/? [46:53<00:00,  2.76it/s]
Epoch 0: |          | 7761/? [46:53<00:00,  2.76it/s]
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Epoch 0: |          | 7762/? [46:54<00:00,  2.76it/s]
Epoch 0: |          | 7762/? [46:54<00:00,  2.76it/s]
Epoch 0: |          | 7763/? [46:54<00:00,  2.76it/s]
Epoch 0: |          | 7763/? [46:54<00:00,  2.76it/s]
Epoch 0: |          | 7764/? [46:54<00:00,  2.76it/s]
Epoch 0: |          | 7764/? [46:54<00:00,  2.76it/s]
Epoch 0: |          | 7765/? [46:55<00:00,  2.76it/s]
Epoch 0: |          | 7765/? [46:55<00:00,  2.76it/s]
Epoch 0: |          | 7766/? [46:55<00:00,  2.76it/s]
Epoch 0: |          | 7766/? [46:55<00:00,  2.76it/s]
Epoch 0: |          | 7767/? [46:55<00:00,  2.76it/s]
Epoch 0: |          | 7767/? [46:55<00:00,  2.76it/s]
Epoch 0: |          | 7768/? [46:55<00:00,  2.76it/s]
Epoch 0: |          | 7768/? [46:55<00:00,  2.76it/s]
Epoch 0: |          | 7769/? [46:56<00:00,  2.76it/s]
Epoch 0: |          | 7769/? [46:56<00:00,  2.76it/s]
Epoch 0: |          | 7770/? [46:56<00:00,  2.76it/s]
Epoch 0: |          | 7770/? [46:56<00:00,  2.76it/s]
Epoch 0: |          | 7771/? [46:56<00:00,  2.76it/s]
Epoch 0: |          | 7771/? [46:56<00:00,  2.76it/s]
Epoch 0: |          | 7772/? [46:57<00:00,  2.76it/s]
Epoch 0: |          | 7772/? [46:57<00:00,  2.76it/s]
Epoch 0: |          | 7773/? [46:57<00:00,  2.76it/s]
Epoch 0: |          | 7773/? [46:57<00:00,  2.76it/s]
Epoch 0: |          | 7774/? [46:57<00:00,  2.76it/s]
Epoch 0: |          | 7774/? [46:57<00:00,  2.76it/s]
Epoch 0: |          | 7775/? [46:57<00:00,  2.76it/s]
Epoch 0: |          | 7775/? [46:57<00:00,  2.76it/s]
Epoch 0: |          | 7776/? [46:58<00:00,  2.76it/s]
Epoch 0: |          | 7776/? [46:58<00:00,  2.76it/s]
Epoch 0: |          | 7777/? [46:58<00:00,  2.76it/s]
Epoch 0: |          | 7777/? [46:58<00:00,  2.76it/s]
Epoch 0: |          | 7778/? [46:58<00:00,  2.76it/s]
Epoch 0: |          | 7778/? [46:58<00:00,  2.76it/s]
Epoch 0: |          | 7779/? [46:59<00:00,  2.76it/s]
Epoch 0: |          | 7779/? [46:59<00:00,  2.76it/s]
Epoch 0: |          | 7780/? [46:59<00:00,  2.76it/s]
Epoch 0: |          | 7780/? [46:59<00:00,  2.76it/s]
Epoch 0: |          | 7781/? [46:59<00:00,  2.76it/s]
Epoch 0: |          | 7781/? [46:59<00:00,  2.76it/s]
Epoch 0: |          | 7782/? [46:59<00:00,  2.76it/s]
Epoch 0: |          | 7782/? [46:59<00:00,  2.76it/s]
Epoch 0: |          | 7783/? [47:00<00:00,  2.76it/s]
Epoch 0: |          | 7783/? [47:00<00:00,  2.76it/s]
Epoch 0: |          | 7784/? [47:00<00:00,  2.76it/s]
Epoch 0: |          | 7784/? [47:00<00:00,  2.76it/s]
Epoch 0: |          | 7785/? [47:00<00:00,  2.76it/s]
Epoch 0: |          | 7785/? [47:00<00:00,  2.76it/s]
Epoch 0: |          | 7786/? [47:01<00:00,  2.76it/s]
Epoch 0: |          | 7786/? [47:01<00:00,  2.76it/s]
Epoch 0: |          | 7787/? [47:01<00:00,  2.76it/s]
Epoch 0: |          | 7787/? [47:01<00:00,  2.76it/s]
Epoch 0: |          | 7788/? [47:01<00:00,  2.76it/s]
Epoch 0: |          | 7788/? [47:01<00:00,  2.76it/s]
Epoch 0: |          | 7789/? [47:01<00:00,  2.76it/s]
Epoch 0: |          | 7789/? [47:01<00:00,  2.76it/s]
Epoch 0: |          | 7790/? [47:02<00:00,  2.76it/s]
Epoch 0: |          | 7790/? [47:02<00:00,  2.76it/s]
Epoch 0: |          | 7791/? [47:02<00:00,  2.76it/s]
Epoch 0: |          | 7791/? [47:02<00:00,  2.76it/s]
Epoch 0: |          | 7792/? [47:02<00:00,  2.76it/s]
Epoch 0: |          | 7792/? [47:02<00:00,  2.76it/s]
Epoch 0: |          | 7793/? [47:03<00:00,  2.76it/s]
Epoch 0: |          | 7793/? [47:03<00:00,  2.76it/s]
Epoch 0: |          | 7794/? [47:03<00:00,  2.76it/s]
Epoch 0: |          | 7794/? [47:03<00:00,  2.76it/s]
Epoch 0: |          | 7795/? [47:03<00:00,  2.76it/s]
Epoch 0: |          | 7795/? [47:03<00:00,  2.76it/s]
Epoch 0: |          | 7796/? [47:03<00:00,  2.76it/s]
Epoch 0: |          | 7796/? [47:03<00:00,  2.76it/s]
Epoch 0: |          | 7797/? [47:04<00:00,  2.76it/s]
Epoch 0: |          | 7797/? [47:04<00:00,  2.76it/s]
Epoch 0: |          | 7798/? [47:04<00:00,  2.76it/s]
Epoch 0: |          | 7798/? [47:04<00:00,  2.76it/s]
Epoch 0: |          | 7799/? [47:04<00:00,  2.76it/s]
Epoch 0: |          | 7799/? [47:04<00:00,  2.76it/s]
Epoch 0: |          | 7800/? [47:04<00:00,  2.76it/s]
Epoch 0: |          | 7800/? [47:04<00:00,  2.76it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.89it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.94it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.73it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.84it/s]

Epoch 0: |          | 7800/? [47:05<00:00,  2.76it/s]
Epoch 0: |          | 7801/? [47:05<00:00,  2.76it/s]
Epoch 0: |          | 7801/? [47:05<00:00,  2.76it/s]
Epoch 0: |          | 7802/? [47:05<00:00,  2.76it/s]
Epoch 0: |          | 7802/? [47:05<00:00,  2.76it/s]
Epoch 0: |          | 7803/? [47:06<00:00,  2.76it/s]
Epoch 0: |          | 7803/? [47:06<00:00,  2.76it/s]
Epoch 0: |          | 7804/? [47:06<00:00,  2.76it/s]
Epoch 0: |          | 7804/? [47:06<00:00,  2.76it/s]
Epoch 0: |          | 7805/? [47:06<00:00,  2.76it/s]
Epoch 0: |          | 7805/? [47:06<00:00,  2.76it/s]
Epoch 0: |          | 7806/? [47:06<00:00,  2.76it/s]
Epoch 0: |          | 7806/? [47:06<00:00,  2.76it/s]
Epoch 0: |          | 7807/? [47:07<00:00,  2.76it/s]
Epoch 0: |          | 7807/? [47:07<00:00,  2.76it/s]
Epoch 0: |          | 7808/? [47:07<00:00,  2.76it/s]
Epoch 0: |          | 7808/? [47:07<00:00,  2.76it/s]
Epoch 0: |          | 7809/? [47:07<00:00,  2.76it/s]
Epoch 0: |          | 7809/? [47:07<00:00,  2.76it/s]
Epoch 0: |          | 7810/? [47:08<00:00,  2.76it/s]
Epoch 0: |          | 7810/? [47:08<00:00,  2.76it/s]
Epoch 0: |          | 7811/? [47:08<00:00,  2.76it/s]
Epoch 0: |          | 7811/? [47:08<00:00,  2.76it/s]
Epoch 0: |          | 7812/? [47:08<00:00,  2.76it/s]
Epoch 0: |          | 7812/? [47:08<00:00,  2.76it/s]
Epoch 0: |          | 7813/? [47:08<00:00,  2.76it/s]
Epoch 0: |          | 7813/? [47:08<00:00,  2.76it/s]
Epoch 0: |          | 7814/? [47:09<00:00,  2.76it/s]
Epoch 0: |          | 7814/? [47:09<00:00,  2.76it/s]
Epoch 0: |          | 7815/? [47:09<00:00,  2.76it/s]
Epoch 0: |          | 7815/? [47:09<00:00,  2.76it/s]
Epoch 0: |          | 7816/? [47:09<00:00,  2.76it/s]
Epoch 0: |          | 7816/? [47:09<00:00,  2.76it/s]
Epoch 0: |          | 7817/? [47:10<00:00,  2.76it/s]
Epoch 0: |          | 7817/? [47:10<00:00,  2.76it/s]
Epoch 0: |          | 7818/? [47:10<00:00,  2.76it/s]
Epoch 0: |          | 7818/? [47:10<00:00,  2.76it/s]
Epoch 0: |          | 7819/? [47:10<00:00,  2.76it/s]
Epoch 0: |          | 7819/? [47:10<00:00,  2.76it/s]
Epoch 0: |          | 7820/? [47:10<00:00,  2.76it/s]
Epoch 0: |          | 7820/? [47:10<00:00,  2.76it/s]
Epoch 0: |          | 7821/? [47:11<00:00,  2.76it/s]
Epoch 0: |          | 7821/? [47:11<00:00,  2.76it/s]
Epoch 0: |          | 7822/? [47:11<00:00,  2.76it/s]
Epoch 0: |          | 7822/? [47:11<00:00,  2.76it/s]
Epoch 0: |          | 7823/? [47:11<00:00,  2.76it/s]
Epoch 0: |          | 7823/? [47:11<00:00,  2.76it/s]
Epoch 0: |          | 7824/? [47:12<00:00,  2.76it/s]
Epoch 0: |          | 7824/? [47:12<00:00,  2.76it/s]
Epoch 0: |          | 7825/? [47:12<00:00,  2.76it/s]
Epoch 0: |          | 7825/? [47:12<00:00,  2.76it/s]
Epoch 0: |          | 7826/? [47:12<00:00,  2.76it/s]
Epoch 0: |          | 7826/? [47:12<00:00,  2.76it/s]
Epoch 0: |          | 7827/? [47:12<00:00,  2.76it/s]
Epoch 0: |          | 7827/? [47:12<00:00,  2.76it/s]
Epoch 0: |          | 7828/? [47:13<00:00,  2.76it/s]
Epoch 0: |          | 7828/? [47:13<00:00,  2.76it/s]
Epoch 0: |          | 7829/? [47:13<00:00,  2.76it/s]
Epoch 0: |          | 7829/? [47:13<00:00,  2.76it/s]
Epoch 0: |          | 7830/? [47:13<00:00,  2.76it/s]
Epoch 0: |          | 7830/? [47:13<00:00,  2.76it/s]
Epoch 0: |          | 7831/? [47:14<00:00,  2.76it/s]
Epoch 0: |          | 7831/? [47:14<00:00,  2.76it/s]
Epoch 0: |          | 7832/? [47:14<00:00,  2.76it/s]
Epoch 0: |          | 7832/? [47:14<00:00,  2.76it/s]
Epoch 0: |          | 7833/? [47:14<00:00,  2.76it/s]
Epoch 0: |          | 7833/? [47:14<00:00,  2.76it/s]
Epoch 0: |          | 7834/? [47:14<00:00,  2.76it/s]
Epoch 0: |          | 7834/? [47:14<00:00,  2.76it/s]
Epoch 0: |          | 7835/? [47:15<00:00,  2.76it/s]
Epoch 0: |          | 7835/? [47:15<00:00,  2.76it/s]
Epoch 0: |          | 7836/? [47:15<00:00,  2.76it/s]
Epoch 0: |          | 7836/? [47:15<00:00,  2.76it/s]
Epoch 0: |          | 7837/? [47:15<00:00,  2.76it/s]
Epoch 0: |          | 7837/? [47:15<00:00,  2.76it/s]
Epoch 0: |          | 7838/? [47:15<00:00,  2.76it/s]
Epoch 0: |          | 7838/? [47:15<00:00,  2.76it/s]
Epoch 0: |          | 7839/? [47:16<00:00,  2.76it/s]
Epoch 0: |          | 7839/? [47:16<00:00,  2.76it/s]
Epoch 0: |          | 7840/? [47:16<00:00,  2.76it/s]
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Epoch 0: |          | 7891/? [47:31<00:00,  2.77it/s]
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Epoch 0: |          | 7901/? [47:33<00:00,  2.77it/s]
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Epoch 0: |          | 7902/? [47:34<00:00,  2.77it/s]
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Epoch 0: |          | 7903/? [47:34<00:00,  2.77it/s]
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Epoch 0: |          | 7906/? [47:35<00:00,  2.77it/s]
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Epoch 0: |          | 7907/? [47:35<00:00,  2.77it/s]
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Epoch 0: |          | 7908/? [47:35<00:00,  2.77it/s]
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Epoch 0: |          | 7909/? [47:36<00:00,  2.77it/s]
Epoch 0: |          | 7910/? [47:36<00:00,  2.77it/s]
Epoch 0: |          | 7910/? [47:36<00:00,  2.77it/s]
Epoch 0: |          | 7911/? [47:36<00:00,  2.77it/s]
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Epoch 0: |          | 7912/? [47:36<00:00,  2.77it/s]
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Epoch 0: |          | 7913/? [47:37<00:00,  2.77it/s]
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Epoch 0: |          | 7914/? [47:37<00:00,  2.77it/s]
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Epoch 0: |          | 7915/? [47:37<00:00,  2.77it/s]
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Epoch 0: |          | 7916/? [47:38<00:00,  2.77it/s]
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Epoch 0: |          | 7917/? [47:38<00:00,  2.77it/s]
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Epoch 0: |          | 7918/? [47:38<00:00,  2.77it/s]
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Epoch 0: |          | 7919/? [47:38<00:00,  2.77it/s]
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Epoch 0: |          | 7920/? [47:39<00:00,  2.77it/s]
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Epoch 0: |          | 7921/? [47:39<00:00,  2.77it/s]
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Epoch 0: |          | 7922/? [47:39<00:00,  2.77it/s]
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Epoch 0: |          | 7923/? [47:40<00:00,  2.77it/s]
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Epoch 0: |          | 7924/? [47:40<00:00,  2.77it/s]
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Epoch 0: |          | 7925/? [47:40<00:00,  2.77it/s]
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Epoch 0: |          | 7926/? [47:40<00:00,  2.77it/s]
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Epoch 0: |          | 7927/? [47:41<00:00,  2.77it/s]
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Epoch 0: |          | 7928/? [47:41<00:00,  2.77it/s]
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Epoch 0: |          | 7929/? [47:41<00:00,  2.77it/s]
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Epoch 0: |          | 7930/? [47:42<00:00,  2.77it/s]
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Epoch 0: |          | 7931/? [47:42<00:00,  2.77it/s]
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Epoch 0: |          | 7932/? [47:42<00:00,  2.77it/s]
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Epoch 0: |          | 7933/? [47:42<00:00,  2.77it/s]
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Epoch 0: |          | 7934/? [47:43<00:00,  2.77it/s]
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Epoch 0: |          | 7935/? [47:43<00:00,  2.77it/s]
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Epoch 0: |          | 7936/? [47:43<00:00,  2.77it/s]
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Epoch 0: |          | 7937/? [47:43<00:00,  2.77it/s]
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Epoch 0: |          | 7938/? [47:44<00:00,  2.77it/s]
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Epoch 0: |          | 7939/? [47:44<00:00,  2.77it/s]
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Epoch 0: |          | 7940/? [47:44<00:00,  2.77it/s]
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Epoch 0: |          | 7941/? [47:45<00:00,  2.77it/s]
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Epoch 0: |          | 7942/? [47:45<00:00,  2.77it/s]
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Epoch 0: |          | 7943/? [47:45<00:00,  2.77it/s]
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Epoch 0: |          | 7944/? [47:45<00:00,  2.77it/s]
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Epoch 0: |          | 7945/? [47:46<00:00,  2.77it/s]
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Epoch 0: |          | 7946/? [47:46<00:00,  2.77it/s]
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Epoch 0: |          | 7947/? [47:46<00:00,  2.77it/s]
Epoch 0: |          | 7947/? [47:46<00:00,  2.77it/s]
Epoch 0: |          | 7948/? [47:47<00:00,  2.77it/s]
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Epoch 0: |          | 7949/? [47:47<00:00,  2.77it/s]
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Epoch 0: |          | 7950/? [47:47<00:00,  2.77it/s]
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Epoch 0: |          | 7951/? [47:47<00:00,  2.77it/s]
Epoch 0: |          | 7951/? [47:47<00:00,  2.77it/s]
Epoch 0: |          | 7952/? [47:48<00:00,  2.77it/s]
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Epoch 0: |          | 7953/? [47:48<00:00,  2.77it/s]
Epoch 0: |          | 7953/? [47:48<00:00,  2.77it/s]
Epoch 0: |          | 7954/? [47:48<00:00,  2.77it/s]
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Epoch 0: |          | 7955/? [47:49<00:00,  2.77it/s]
Epoch 0: |          | 7955/? [47:49<00:00,  2.77it/s]
Epoch 0: |          | 7956/? [47:49<00:00,  2.77it/s]
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Epoch 0: |          | 7957/? [47:49<00:00,  2.77it/s]
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Epoch 0: |          | 7958/? [47:49<00:00,  2.77it/s]
Epoch 0: |          | 7958/? [47:49<00:00,  2.77it/s]
Epoch 0: |          | 7959/? [47:50<00:00,  2.77it/s]
Epoch 0: |          | 7959/? [47:50<00:00,  2.77it/s]
Epoch 0: |          | 7960/? [47:50<00:00,  2.77it/s]
Epoch 0: |          | 7960/? [47:50<00:00,  2.77it/s]
Epoch 0: |          | 7961/? [47:50<00:00,  2.77it/s]
Epoch 0: |          | 7961/? [47:50<00:00,  2.77it/s]
Epoch 0: |          | 7962/? [47:51<00:00,  2.77it/s]
Epoch 0: |          | 7962/? [47:51<00:00,  2.77it/s]
Epoch 0: |          | 7963/? [47:51<00:00,  2.77it/s]
Epoch 0: |          | 7963/? [47:51<00:00,  2.77it/s]
Epoch 0: |          | 7964/? [47:51<00:00,  2.77it/s]
Epoch 0: |          | 7964/? [47:51<00:00,  2.77it/s]
Epoch 0: |          | 7965/? [47:51<00:00,  2.77it/s]
Epoch 0: |          | 7965/? [47:51<00:00,  2.77it/s]
Epoch 0: |          | 7966/? [47:52<00:00,  2.77it/s]
Epoch 0: |          | 7966/? [47:52<00:00,  2.77it/s]
Epoch 0: |          | 7967/? [47:52<00:00,  2.77it/s]
Epoch 0: |          | 7967/? [47:52<00:00,  2.77it/s]
Epoch 0: |          | 7968/? [47:52<00:00,  2.77it/s]
Epoch 0: |          | 7968/? [47:52<00:00,  2.77it/s]
Epoch 0: |          | 7969/? [47:53<00:00,  2.77it/s]
Epoch 0: |          | 7969/? [47:53<00:00,  2.77it/s]
Epoch 0: |          | 7970/? [47:53<00:00,  2.77it/s]
Epoch 0: |          | 7970/? [47:53<00:00,  2.77it/s]
Epoch 0: |          | 7971/? [47:53<00:00,  2.77it/s]
Epoch 0: |          | 7971/? [47:53<00:00,  2.77it/s]
Epoch 0: |          | 7972/? [47:53<00:00,  2.77it/s]
Epoch 0: |          | 7972/? [47:53<00:00,  2.77it/s]
Epoch 0: |          | 7973/? [47:54<00:00,  2.77it/s]
Epoch 0: |          | 7973/? [47:54<00:00,  2.77it/s]
Epoch 0: |          | 7974/? [47:54<00:00,  2.77it/s]
Epoch 0: |          | 7974/? [47:54<00:00,  2.77it/s]
Epoch 0: |          | 7975/? [47:54<00:00,  2.77it/s]
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Epoch 0: |          | 7976/? [47:55<00:00,  2.77it/s]
Epoch 0: |          | 7976/? [47:55<00:00,  2.77it/s]
Epoch 0: |          | 7977/? [47:55<00:00,  2.77it/s]
Epoch 0: |          | 7977/? [47:55<00:00,  2.77it/s]
Epoch 0: |          | 7978/? [47:55<00:00,  2.77it/s]
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Epoch 0: |          | 7979/? [47:55<00:00,  2.77it/s]
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Epoch 0: |          | 7980/? [47:56<00:00,  2.77it/s]
Epoch 0: |          | 7980/? [47:56<00:00,  2.77it/s]
Epoch 0: |          | 7981/? [47:56<00:00,  2.77it/s]
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Epoch 0: |          | 7987/? [47:58<00:00,  2.78it/s]
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Epoch 0: |          | 7990/? [47:59<00:00,  2.78it/s]
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Epoch 0: |          | 7999/? [48:01<00:00,  2.78it/s]
Epoch 0: |          | 7999/? [48:01<00:00,  2.78it/s]
Epoch 0: |          | 8000/? [48:01<00:00,  2.78it/s]
Epoch 0: |          | 8000/? [48:01<00:00,  2.78it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.34it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.22it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.33it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.44it/s]

Epoch 0: |          | 8000/? [48:02<00:00,  2.78it/s]
Epoch 0: |          | 8001/? [48:02<00:00,  2.78it/s]
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Epoch 0: |          | 8002/? [48:02<00:00,  2.78it/s]
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Epoch 0: |          | 8006/? [48:03<00:00,  2.78it/s]
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Epoch 0: |          | 8007/? [48:04<00:00,  2.78it/s]
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Epoch 0: |          | 8008/? [48:04<00:00,  2.78it/s]
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Epoch 0: |          | 8009/? [48:04<00:00,  2.78it/s]
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Epoch 0: |          | 8010/? [48:05<00:00,  2.78it/s]
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Epoch 0: |          | 8011/? [48:05<00:00,  2.78it/s]
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Epoch 0: |          | 8019/? [48:07<00:00,  2.78it/s]
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Epoch 0: |          | 8020/? [48:07<00:00,  2.78it/s]
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Epoch 0: |          | 8021/? [48:08<00:00,  2.78it/s]
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Epoch 0: |          | 8022/? [48:08<00:00,  2.78it/s]
Epoch 0: |          | 8022/? [48:08<00:00,  2.78it/s]
Epoch 0: |          | 8023/? [48:08<00:00,  2.78it/s]
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Epoch 0: |          | 8024/? [48:09<00:00,  2.78it/s]
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Epoch 0: |          | 8025/? [48:09<00:00,  2.78it/s]
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Epoch 0: |          | 8026/? [48:09<00:00,  2.78it/s]
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Epoch 0: |          | 8027/? [48:09<00:00,  2.78it/s]
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Epoch 0: |          | 8028/? [48:10<00:00,  2.78it/s]
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Epoch 0: |          | 8029/? [48:10<00:00,  2.78it/s]
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Epoch 0: |          | 8030/? [48:10<00:00,  2.78it/s]
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Epoch 0: |          | 8031/? [48:10<00:00,  2.78it/s]
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Epoch 0: |          | 8032/? [48:11<00:00,  2.78it/s]
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Epoch 0: |          | 8033/? [48:11<00:00,  2.78it/s]
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Epoch 0: |          | 8034/? [48:11<00:00,  2.78it/s]
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Epoch 0: |          | 8035/? [48:12<00:00,  2.78it/s]
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Epoch 0: |          | 8036/? [48:12<00:00,  2.78it/s]
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Epoch 0: |          | 8037/? [48:12<00:00,  2.78it/s]
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Epoch 0: |          | 8038/? [48:12<00:00,  2.78it/s]
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Epoch 0: |          | 8039/? [48:13<00:00,  2.78it/s]
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Epoch 0: |          | 8040/? [48:13<00:00,  2.78it/s]
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Epoch 0: |          | 8041/? [48:13<00:00,  2.78it/s]
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Epoch 0: |          | 8044/? [48:14<00:00,  2.78it/s]
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Epoch 0: |          | 8045/? [48:14<00:00,  2.78it/s]
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Epoch 0: |          | 8046/? [48:15<00:00,  2.78it/s]
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Epoch 0: |          | 8049/? [48:16<00:00,  2.78it/s]
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Epoch 0: |          | 8050/? [48:16<00:00,  2.78it/s]
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Epoch 0: |          | 8066/? [48:20<00:00,  2.78it/s]
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Epoch 0: |          | 8067/? [48:21<00:00,  2.78it/s]
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Epoch 0: |          | 8069/? [48:21<00:00,  2.78it/s]
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Epoch 0: |          | 8070/? [48:21<00:00,  2.78it/s]
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Epoch 0: |          | 8071/? [48:22<00:00,  2.78it/s]
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Epoch 0: |          | 8074/? [48:23<00:00,  2.78it/s]
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Epoch 0: |          | 8075/? [48:23<00:00,  2.78it/s]
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Epoch 0: |          | 8076/? [48:23<00:00,  2.78it/s]
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Epoch 0: |          | 8077/? [48:23<00:00,  2.78it/s]
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Epoch 0: |          | 8078/? [48:24<00:00,  2.78it/s]
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Epoch 0: |          | 8079/? [48:24<00:00,  2.78it/s]
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Epoch 0: |          | 8080/? [48:24<00:00,  2.78it/s]
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Epoch 0: |          | 8081/? [48:25<00:00,  2.78it/s]
Epoch 0: |          | 8081/? [48:25<00:00,  2.78it/s]
Epoch 0: |          | 8082/? [48:25<00:00,  2.78it/s]
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Epoch 0: |          | 8083/? [48:25<00:00,  2.78it/s]
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Epoch 0: |          | 8084/? [48:25<00:00,  2.78it/s]
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Epoch 0: |          | 8085/? [48:26<00:00,  2.78it/s]
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Epoch 0: |          | 8086/? [48:26<00:00,  2.78it/s]
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Epoch 0: |          | 8087/? [48:26<00:00,  2.78it/s]
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Epoch 0: |          | 8088/? [48:27<00:00,  2.78it/s]
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Epoch 0: |          | 8089/? [48:27<00:00,  2.78it/s]
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Epoch 0: |          | 8090/? [48:27<00:00,  2.78it/s]
Epoch 0: |          | 8090/? [48:27<00:00,  2.78it/s]
Epoch 0: |          | 8091/? [48:27<00:00,  2.78it/s]
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Epoch 0: |          | 8092/? [48:28<00:00,  2.78it/s]
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Epoch 0: |          | 8093/? [48:28<00:00,  2.78it/s]
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Epoch 0: |          | 8094/? [48:28<00:00,  2.78it/s]
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Epoch 0: |          | 8095/? [48:29<00:00,  2.78it/s]
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Epoch 0: |          | 8096/? [48:29<00:00,  2.78it/s]
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Epoch 0: |          | 8099/? [48:30<00:00,  2.78it/s]
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Epoch 0: |          | 8100/? [48:30<00:00,  2.78it/s]
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Epoch 0: |          | 8101/? [48:30<00:00,  2.78it/s]
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Epoch 0: |          | 8103/? [48:31<00:00,  2.78it/s]
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Epoch 0: |          | 8110/? [48:33<00:00,  2.78it/s]
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Epoch 0: |          | 8200/? [48:58<00:00,  2.79it/s]
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Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.04it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.15it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.46it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.50it/s]

Epoch 0: |          | 8200/? [48:59<00:00,  2.79it/s]
Epoch 0: |          | 8201/? [48:59<00:00,  2.79it/s]
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Epoch 0: |          | 8211/? [49:02<00:00,  2.79it/s]
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Epoch 0: |          | 8214/? [49:02<00:00,  2.79it/s]
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Epoch 0: |          | 8215/? [49:03<00:00,  2.79it/s]
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Epoch 0: |          | 8216/? [49:03<00:00,  2.79it/s]
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Epoch 0: |          | 8221/? [49:04<00:00,  2.79it/s]
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Epoch 0: |          | 8224/? [49:05<00:00,  2.79it/s]
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Epoch 0: |          | 8230/? [49:07<00:00,  2.79it/s]
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Epoch 0: |          | 8231/? [49:07<00:00,  2.79it/s]
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Epoch 0: |          | 8232/? [49:08<00:00,  2.79it/s]
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Epoch 0: |          | 8392/? [49:53<00:00,  2.80it/s]
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Epoch 0: |          | 8393/? [49:53<00:00,  2.80it/s]
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Epoch 0: |          | 8398/? [49:54<00:00,  2.80it/s]
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Epoch 0: |          | 8399/? [49:54<00:00,  2.80it/s]
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Epoch 0: |          | 8400/? [49:55<00:00,  2.80it/s]
Epoch 0: |          | 8400/? [49:55<00:00,  2.80it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.61it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.52it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.00it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.10it/s]

Epoch 0: |          | 8400/? [49:55<00:00,  2.80it/s]
Epoch 0: |          | 8401/? [49:55<00:00,  2.80it/s]
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Epoch 0: |          | 8405/? [49:56<00:00,  2.80it/s]
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Epoch 0: |          | 8406/? [49:57<00:00,  2.80it/s]
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Epoch 0: |          | 8407/? [49:57<00:00,  2.80it/s]
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Epoch 0: |          | 8408/? [49:57<00:00,  2.80it/s]
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Epoch 0: |          | 8409/? [49:58<00:00,  2.80it/s]
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Epoch 0: |          | 8410/? [49:58<00:00,  2.80it/s]
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Epoch 0: |          | 8411/? [49:58<00:00,  2.80it/s]
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Epoch 0: |          | 8412/? [49:58<00:00,  2.81it/s]
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Epoch 0: |          | 8413/? [49:59<00:00,  2.81it/s]
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Epoch 0: |          | 8414/? [49:59<00:00,  2.81it/s]
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Epoch 0: |          | 8415/? [49:59<00:00,  2.81it/s]
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Epoch 0: |          | 8416/? [49:59<00:00,  2.81it/s]
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Epoch 0: |          | 8417/? [50:00<00:00,  2.81it/s]
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Epoch 0: |          | 8418/? [50:00<00:00,  2.81it/s]
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Epoch 0: |          | 8419/? [50:00<00:00,  2.81it/s]
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Epoch 0: |          | 8420/? [50:01<00:00,  2.81it/s]
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Epoch 0: |          | 8421/? [50:01<00:00,  2.81it/s]
Epoch 0: |          | 8421/? [50:01<00:00,  2.81it/s]
Epoch 0: |          | 8422/? [50:01<00:00,  2.81it/s]
Epoch 0: |          | 8422/? [50:01<00:00,  2.81it/s]
Epoch 0: |          | 8423/? [50:01<00:00,  2.81it/s]
Epoch 0: |          | 8423/? [50:01<00:00,  2.81it/s]
Epoch 0: |          | 8424/? [50:02<00:00,  2.81it/s]
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Epoch 0: |          | 8425/? [50:02<00:00,  2.81it/s]
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Epoch 0: |          | 8426/? [50:02<00:00,  2.81it/s]
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Epoch 0: |          | 8427/? [50:03<00:00,  2.81it/s]
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Epoch 0: |          | 8428/? [50:03<00:00,  2.81it/s]
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Epoch 0: |          | 8429/? [50:03<00:00,  2.81it/s]
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Epoch 0: |          | 8430/? [50:03<00:00,  2.81it/s]
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Epoch 0: |          | 8431/? [50:04<00:00,  2.81it/s]
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Epoch 0: |          | 8432/? [50:04<00:00,  2.81it/s]
Epoch 0: |          | 8432/? [50:04<00:00,  2.81it/s]
Epoch 0: |          | 8433/? [50:04<00:00,  2.81it/s]
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Epoch 0: |          | 8434/? [50:05<00:00,  2.81it/s]
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Epoch 0: |          | 8435/? [50:05<00:00,  2.81it/s]
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Epoch 0: |          | 8436/? [50:05<00:00,  2.81it/s]
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Epoch 0: |          | 8437/? [50:05<00:00,  2.81it/s]
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Epoch 0: |          | 8438/? [50:06<00:00,  2.81it/s]
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Epoch 0: |          | 8439/? [50:06<00:00,  2.81it/s]
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Epoch 0: |          | 8440/? [50:06<00:00,  2.81it/s]
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Epoch 0: |          | 8441/? [50:07<00:00,  2.81it/s]
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Epoch 0: |          | 8449/? [50:09<00:00,  2.81it/s]
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Epoch 0: |          | 8450/? [50:09<00:00,  2.81it/s]
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Epoch 0: |          | 8451/? [50:09<00:00,  2.81it/s]
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Epoch 0: |          | 8452/? [50:10<00:00,  2.81it/s]
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Epoch 0: |          | 8453/? [50:10<00:00,  2.81it/s]
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Epoch 0: |          | 8456/? [50:11<00:00,  2.81it/s]
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Epoch 0: |          | 8458/? [50:11<00:00,  2.81it/s]
Epoch 0: |          | 8458/? [50:11<00:00,  2.81it/s]
Epoch 0: |          | 8459/? [50:12<00:00,  2.81it/s]
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Epoch 0: |          | 8460/? [50:12<00:00,  2.81it/s]
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Epoch 0: |          | 8461/? [50:12<00:00,  2.81it/s]
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Epoch 0: |          | 8462/? [50:12<00:00,  2.81it/s]
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Epoch 0: |          | 8463/? [50:13<00:00,  2.81it/s]
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Epoch 0: |          | 8464/? [50:13<00:00,  2.81it/s]
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Epoch 0: |          | 8465/? [50:13<00:00,  2.81it/s]
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Epoch 0: |          | 8466/? [50:14<00:00,  2.81it/s]
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Epoch 0: |          | 8467/? [50:14<00:00,  2.81it/s]
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Epoch 0: |          | 8468/? [50:14<00:00,  2.81it/s]
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Epoch 0: |          | 8469/? [50:14<00:00,  2.81it/s]
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Epoch 0: |          | 8470/? [50:15<00:00,  2.81it/s]
Epoch 0: |          | 8470/? [50:15<00:00,  2.81it/s]
Epoch 0: |          | 8471/? [50:15<00:00,  2.81it/s]
Epoch 0: |          | 8471/? [50:15<00:00,  2.81it/s]
Epoch 0: |          | 8472/? [50:15<00:00,  2.81it/s]
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Epoch 0: |          | 8473/? [50:16<00:00,  2.81it/s]
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Epoch 0: |          | 8474/? [50:16<00:00,  2.81it/s]
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Epoch 0: |          | 8475/? [50:16<00:00,  2.81it/s]
Epoch 0: |          | 8475/? [50:16<00:00,  2.81it/s]
Epoch 0: |          | 8476/? [50:16<00:00,  2.81it/s]
Epoch 0: |          | 8476/? [50:16<00:00,  2.81it/s]
Epoch 0: |          | 8477/? [50:17<00:00,  2.81it/s]
Epoch 0: |          | 8477/? [50:17<00:00,  2.81it/s]
Epoch 0: |          | 8478/? [50:17<00:00,  2.81it/s]
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Epoch 0: |          | 8479/? [50:17<00:00,  2.81it/s]
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Epoch 0: |          | 8480/? [50:17<00:00,  2.81it/s]
Epoch 0: |          | 8480/? [50:17<00:00,  2.81it/s]
Epoch 0: |          | 8481/? [50:18<00:00,  2.81it/s]
Epoch 0: |          | 8481/? [50:18<00:00,  2.81it/s]
Epoch 0: |          | 8482/? [50:18<00:00,  2.81it/s]
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Epoch 0: |          | 8483/? [50:18<00:00,  2.81it/s]
Epoch 0: |          | 8483/? [50:18<00:00,  2.81it/s]
Epoch 0: |          | 8484/? [50:19<00:00,  2.81it/s]
Epoch 0: |          | 8484/? [50:19<00:00,  2.81it/s]
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Epoch 0: |          | 8486/? [50:19<00:00,  2.81it/s]
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Epoch 0: |          | 8487/? [50:19<00:00,  2.81it/s]
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Epoch 0: |          | 8488/? [50:20<00:00,  2.81it/s]
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Epoch 0: |          | 8489/? [50:20<00:00,  2.81it/s]
Epoch 0: |          | 8489/? [50:20<00:00,  2.81it/s]
Epoch 0: |          | 8490/? [50:20<00:00,  2.81it/s]
Epoch 0: |          | 8490/? [50:20<00:00,  2.81it/s]
Epoch 0: |          | 8491/? [50:21<00:00,  2.81it/s]
Epoch 0: |          | 8491/? [50:21<00:00,  2.81it/s]
Epoch 0: |          | 8492/? [50:21<00:00,  2.81it/s]
Epoch 0: |          | 8492/? [50:21<00:00,  2.81it/s]
Epoch 0: |          | 8493/? [50:21<00:00,  2.81it/s]
Epoch 0: |          | 8493/? [50:21<00:00,  2.81it/s]
Epoch 0: |          | 8494/? [50:21<00:00,  2.81it/s]
Epoch 0: |          | 8494/? [50:21<00:00,  2.81it/s]
Epoch 0: |          | 8495/? [50:22<00:00,  2.81it/s]
Epoch 0: |          | 8495/? [50:22<00:00,  2.81it/s]
Epoch 0: |          | 8496/? [50:22<00:00,  2.81it/s]
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Epoch 0: |          | 8497/? [50:22<00:00,  2.81it/s]
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Epoch 0: |          | 8498/? [50:23<00:00,  2.81it/s]
Epoch 0: |          | 8498/? [50:23<00:00,  2.81it/s]
Epoch 0: |          | 8499/? [50:23<00:00,  2.81it/s]
Epoch 0: |          | 8499/? [50:23<00:00,  2.81it/s]
Epoch 0: |          | 8500/? [50:23<00:00,  2.81it/s]
Epoch 0: |          | 8500/? [50:23<00:00,  2.81it/s]
Epoch 0: |          | 8501/? [50:23<00:00,  2.81it/s]
Epoch 0: |          | 8501/? [50:23<00:00,  2.81it/s]
Epoch 0: |          | 8502/? [50:24<00:00,  2.81it/s]
Epoch 0: |          | 8502/? [50:24<00:00,  2.81it/s]
Epoch 0: |          | 8503/? [50:24<00:00,  2.81it/s]
Epoch 0: |          | 8503/? [50:24<00:00,  2.81it/s]
Epoch 0: |          | 8504/? [50:24<00:00,  2.81it/s]
Epoch 0: |          | 8504/? [50:24<00:00,  2.81it/s]
Epoch 0: |          | 8505/? [50:25<00:00,  2.81it/s]
Epoch 0: |          | 8505/? [50:25<00:00,  2.81it/s]
Epoch 0: |          | 8506/? [50:25<00:00,  2.81it/s]
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Epoch 0: |          | 8507/? [50:25<00:00,  2.81it/s]
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Epoch 0: |          | 8508/? [50:25<00:00,  2.81it/s]
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Epoch 0: |          | 8509/? [50:26<00:00,  2.81it/s]
Epoch 0: |          | 8509/? [50:26<00:00,  2.81it/s]
Epoch 0: |          | 8510/? [50:26<00:00,  2.81it/s]
Epoch 0: |          | 8510/? [50:26<00:00,  2.81it/s]
Epoch 0: |          | 8511/? [50:26<00:00,  2.81it/s]
Epoch 0: |          | 8511/? [50:26<00:00,  2.81it/s]
Epoch 0: |          | 8512/? [50:27<00:00,  2.81it/s]
Epoch 0: |          | 8512/? [50:27<00:00,  2.81it/s]
Epoch 0: |          | 8513/? [50:27<00:00,  2.81it/s]
Epoch 0: |          | 8513/? [50:27<00:00,  2.81it/s]
Epoch 0: |          | 8514/? [50:27<00:00,  2.81it/s]
Epoch 0: |          | 8514/? [50:27<00:00,  2.81it/s]
Epoch 0: |          | 8515/? [50:27<00:00,  2.81it/s]
Epoch 0: |          | 8515/? [50:27<00:00,  2.81it/s]
Epoch 0: |          | 8516/? [50:28<00:00,  2.81it/s]
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Epoch 0: |          | 8517/? [50:28<00:00,  2.81it/s]
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Epoch 0: |          | 8518/? [50:28<00:00,  2.81it/s]
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Epoch 0: |          | 8519/? [50:28<00:00,  2.81it/s]
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Epoch 0: |          | 8520/? [50:29<00:00,  2.81it/s]
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Epoch 0: |          | 8521/? [50:29<00:00,  2.81it/s]
Epoch 0: |          | 8521/? [50:29<00:00,  2.81it/s]
Epoch 0: |          | 8522/? [50:29<00:00,  2.81it/s]
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Epoch 0: |          | 8523/? [50:30<00:00,  2.81it/s]
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Epoch 0: |          | 8527/? [50:31<00:00,  2.81it/s]
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Epoch 0: |          | 8528/? [50:31<00:00,  2.81it/s]
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Epoch 0: |          | 8529/? [50:31<00:00,  2.81it/s]
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Epoch 0: |          | 8530/? [50:31<00:00,  2.81it/s]
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Epoch 0: |          | 8531/? [50:32<00:00,  2.81it/s]
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Epoch 0: |          | 8532/? [50:32<00:00,  2.81it/s]
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Epoch 0: |          | 8533/? [50:32<00:00,  2.81it/s]
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Epoch 0: |          | 8534/? [50:33<00:00,  2.81it/s]
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Epoch 0: |          | 8537/? [50:33<00:00,  2.81it/s]
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Epoch 0: |          | 8538/? [50:34<00:00,  2.81it/s]
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Epoch 0: |          | 8539/? [50:34<00:00,  2.81it/s]
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Epoch 0: |          | 8540/? [50:34<00:00,  2.81it/s]
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Epoch 0: |          | 8541/? [50:35<00:00,  2.81it/s]
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Epoch 0: |          | 8551/? [50:37<00:00,  2.81it/s]
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Epoch 0: |          | 8552/? [50:38<00:00,  2.81it/s]
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Epoch 0: |          | 8556/? [50:39<00:00,  2.82it/s]
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Epoch 0: |          | 8559/? [50:40<00:00,  2.82it/s]
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Epoch 0: |          | 8560/? [50:40<00:00,  2.82it/s]
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Epoch 0: |          | 8561/? [50:40<00:00,  2.82it/s]
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Epoch 0: |          | 8562/? [50:40<00:00,  2.82it/s]
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Epoch 0: |          | 8563/? [50:41<00:00,  2.82it/s]
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Epoch 0: |          | 8564/? [50:41<00:00,  2.82it/s]
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Epoch 0: |          | 8566/? [50:42<00:00,  2.82it/s]
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Epoch 0: |          | 8567/? [50:42<00:00,  2.82it/s]
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Epoch 0: |          | 8568/? [50:42<00:00,  2.82it/s]
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Epoch 0: |          | 8569/? [50:42<00:00,  2.82it/s]
Epoch 0: |          | 8569/? [50:42<00:00,  2.82it/s]
Epoch 0: |          | 8570/? [50:43<00:00,  2.82it/s]
Epoch 0: |          | 8570/? [50:43<00:00,  2.82it/s]
Epoch 0: |          | 8571/? [50:43<00:00,  2.82it/s]
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Epoch 0: |          | 8572/? [50:43<00:00,  2.82it/s]
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Epoch 0: |          | 8573/? [50:43<00:00,  2.82it/s]
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Epoch 0: |          | 8574/? [50:44<00:00,  2.82it/s]
Epoch 0: |          | 8574/? [50:44<00:00,  2.82it/s]
Epoch 0: |          | 8575/? [50:44<00:00,  2.82it/s]
Epoch 0: |          | 8575/? [50:44<00:00,  2.82it/s]
Epoch 0: |          | 8576/? [50:44<00:00,  2.82it/s]
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Epoch 0: |          | 8577/? [50:45<00:00,  2.82it/s]
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Epoch 0: |          | 8578/? [50:45<00:00,  2.82it/s]
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Epoch 0: |          | 8579/? [50:45<00:00,  2.82it/s]
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Epoch 0: |          | 8580/? [50:45<00:00,  2.82it/s]
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Epoch 0: |          | 8581/? [50:46<00:00,  2.82it/s]
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Epoch 0: |          | 8582/? [50:46<00:00,  2.82it/s]
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Epoch 0: |          | 8583/? [50:46<00:00,  2.82it/s]
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Epoch 0: |          | 8587/? [50:47<00:00,  2.82it/s]
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Epoch 0: |          | 8589/? [50:48<00:00,  2.82it/s]
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Epoch 0: |          | 8590/? [50:48<00:00,  2.82it/s]
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Epoch 0: |          | 8591/? [50:49<00:00,  2.82it/s]
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Epoch 0: |          | 8592/? [50:49<00:00,  2.82it/s]
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Epoch 0: |          | 8593/? [50:49<00:00,  2.82it/s]
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Epoch 0: |          | 8595/? [50:50<00:00,  2.82it/s]
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Epoch 0: |          | 8598/? [50:50<00:00,  2.82it/s]
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Epoch 0: |          | 8599/? [50:51<00:00,  2.82it/s]
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Epoch 0: |          | 8600/? [50:51<00:00,  2.82it/s]
Epoch 0: |          | 8600/? [50:51<00:00,  2.82it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.65it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.49it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.17it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.99it/s]

Epoch 0: |          | 8600/? [50:51<00:00,  2.82it/s]
Epoch 0: |          | 8601/? [50:52<00:00,  2.82it/s]
Epoch 0: |          | 8601/? [50:52<00:00,  2.82it/s]
Epoch 0: |          | 8602/? [50:52<00:00,  2.82it/s]
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Epoch 0: |          | 8604/? [50:52<00:00,  2.82it/s]
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Epoch 0: |          | 8605/? [50:53<00:00,  2.82it/s]
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Epoch 0: |          | 8606/? [50:53<00:00,  2.82it/s]
Epoch 0: |          | 8606/? [50:53<00:00,  2.82it/s]
Epoch 0: |          | 8607/? [50:53<00:00,  2.82it/s]
Epoch 0: |          | 8607/? [50:53<00:00,  2.82it/s]
Epoch 0: |          | 8608/? [50:54<00:00,  2.82it/s]
Epoch 0: |          | 8608/? [50:54<00:00,  2.82it/s]
Epoch 0: |          | 8609/? [50:54<00:00,  2.82it/s]
Epoch 0: |          | 8609/? [50:54<00:00,  2.82it/s]
Epoch 0: |          | 8610/? [50:54<00:00,  2.82it/s]
Epoch 0: |          | 8610/? [50:54<00:00,  2.82it/s]
Epoch 0: |          | 8611/? [50:54<00:00,  2.82it/s]
Epoch 0: |          | 8611/? [50:54<00:00,  2.82it/s]
Epoch 0: |          | 8612/? [50:55<00:00,  2.82it/s]
Epoch 0: |          | 8612/? [50:55<00:00,  2.82it/s]
Epoch 0: |          | 8613/? [50:55<00:00,  2.82it/s]
Epoch 0: |          | 8613/? [50:55<00:00,  2.82it/s]
Epoch 0: |          | 8614/? [50:55<00:00,  2.82it/s]
Epoch 0: |          | 8614/? [50:55<00:00,  2.82it/s]
Epoch 0: |          | 8615/? [50:56<00:00,  2.82it/s]
Epoch 0: |          | 8615/? [50:56<00:00,  2.82it/s]
Epoch 0: |          | 8616/? [50:56<00:00,  2.82it/s]
Epoch 0: |          | 8616/? [50:56<00:00,  2.82it/s]
Epoch 0: |          | 8617/? [50:56<00:00,  2.82it/s]
Epoch 0: |          | 8617/? [50:56<00:00,  2.82it/s]
Epoch 0: |          | 8618/? [50:56<00:00,  2.82it/s]
Epoch 0: |          | 8618/? [50:56<00:00,  2.82it/s]
Epoch 0: |          | 8619/? [50:57<00:00,  2.82it/s]
Epoch 0: |          | 8619/? [50:57<00:00,  2.82it/s]
Epoch 0: |          | 8620/? [50:57<00:00,  2.82it/s]
Epoch 0: |          | 8620/? [50:57<00:00,  2.82it/s]
Epoch 0: |          | 8621/? [50:57<00:00,  2.82it/s]
Epoch 0: |          | 8621/? [50:57<00:00,  2.82it/s]
Epoch 0: |          | 8622/? [50:58<00:00,  2.82it/s]
Epoch 0: |          | 8622/? [50:58<00:00,  2.82it/s]
Epoch 0: |          | 8623/? [50:58<00:00,  2.82it/s]
Epoch 0: |          | 8623/? [50:58<00:00,  2.82it/s]
Epoch 0: |          | 8624/? [50:58<00:00,  2.82it/s]
Epoch 0: |          | 8624/? [50:58<00:00,  2.82it/s]
Epoch 0: |          | 8625/? [50:58<00:00,  2.82it/s]
Epoch 0: |          | 8625/? [50:58<00:00,  2.82it/s]
Epoch 0: |          | 8626/? [50:59<00:00,  2.82it/s]
Epoch 0: |          | 8626/? [50:59<00:00,  2.82it/s]
Epoch 0: |          | 8627/? [50:59<00:00,  2.82it/s]
Epoch 0: |          | 8627/? [50:59<00:00,  2.82it/s]
Epoch 0: |          | 8628/? [50:59<00:00,  2.82it/s]
Epoch 0: |          | 8628/? [50:59<00:00,  2.82it/s]
Epoch 0: |          | 8629/? [50:59<00:00,  2.82it/s]
Epoch 0: |          | 8629/? [50:59<00:00,  2.82it/s]
Epoch 0: |          | 8630/? [51:00<00:00,  2.82it/s]
Epoch 0: |          | 8630/? [51:00<00:00,  2.82it/s]
Epoch 0: |          | 8631/? [51:00<00:00,  2.82it/s]
Epoch 0: |          | 8631/? [51:00<00:00,  2.82it/s]
Epoch 0: |          | 8632/? [51:00<00:00,  2.82it/s]
Epoch 0: |          | 8632/? [51:00<00:00,  2.82it/s]
Epoch 0: |          | 8633/? [51:01<00:00,  2.82it/s]
Epoch 0: |          | 8633/? [51:01<00:00,  2.82it/s]
Epoch 0: |          | 8634/? [51:01<00:00,  2.82it/s]
Epoch 0: |          | 8634/? [51:01<00:00,  2.82it/s]
Epoch 0: |          | 8635/? [51:01<00:00,  2.82it/s]
Epoch 0: |          | 8635/? [51:01<00:00,  2.82it/s]
Epoch 0: |          | 8636/? [51:01<00:00,  2.82it/s]
Epoch 0: |          | 8636/? [51:01<00:00,  2.82it/s]
Epoch 0: |          | 8637/? [51:02<00:00,  2.82it/s]
Epoch 0: |          | 8637/? [51:02<00:00,  2.82it/s]
Epoch 0: |          | 8638/? [51:02<00:00,  2.82it/s]
Epoch 0: |          | 8638/? [51:02<00:00,  2.82it/s]
Epoch 0: |          | 8639/? [51:02<00:00,  2.82it/s]
Epoch 0: |          | 8639/? [51:02<00:00,  2.82it/s]
Epoch 0: |          | 8640/? [51:03<00:00,  2.82it/s]
Epoch 0: |          | 8640/? [51:03<00:00,  2.82it/s]
Epoch 0: |          | 8641/? [51:03<00:00,  2.82it/s]
Epoch 0: |          | 8641/? [51:03<00:00,  2.82it/s]
Epoch 0: |          | 8642/? [51:03<00:00,  2.82it/s]
Epoch 0: |          | 8642/? [51:03<00:00,  2.82it/s]
Epoch 0: |          | 8643/? [51:03<00:00,  2.82it/s]
Epoch 0: |          | 8643/? [51:03<00:00,  2.82it/s]
Epoch 0: |          | 8644/? [51:04<00:00,  2.82it/s]
Epoch 0: |          | 8644/? [51:04<00:00,  2.82it/s]
Epoch 0: |          | 8645/? [51:04<00:00,  2.82it/s]
Epoch 0: |          | 8645/? [51:04<00:00,  2.82it/s]
Epoch 0: |          | 8646/? [51:04<00:00,  2.82it/s]
Epoch 0: |          | 8646/? [51:04<00:00,  2.82it/s]
Epoch 0: |          | 8647/? [51:05<00:00,  2.82it/s]
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Epoch 0: |          | 8648/? [51:05<00:00,  2.82it/s]
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Epoch 0: |          | 8649/? [51:05<00:00,  2.82it/s]
Epoch 0: |          | 8649/? [51:05<00:00,  2.82it/s]
Epoch 0: |          | 8650/? [51:05<00:00,  2.82it/s]
Epoch 0: |          | 8650/? [51:05<00:00,  2.82it/s]
Epoch 0: |          | 8651/? [51:06<00:00,  2.82it/s]
Epoch 0: |          | 8651/? [51:06<00:00,  2.82it/s]
Epoch 0: |          | 8652/? [51:06<00:00,  2.82it/s]
Epoch 0: |          | 8652/? [51:06<00:00,  2.82it/s]
Epoch 0: |          | 8653/? [51:06<00:00,  2.82it/s]
Epoch 0: |          | 8653/? [51:06<00:00,  2.82it/s]
Epoch 0: |          | 8654/? [51:06<00:00,  2.82it/s]
Epoch 0: |          | 8654/? [51:06<00:00,  2.82it/s]
Epoch 0: |          | 8655/? [51:07<00:00,  2.82it/s]
Epoch 0: |          | 8655/? [51:07<00:00,  2.82it/s]
Epoch 0: |          | 8656/? [51:07<00:00,  2.82it/s]
Epoch 0: |          | 8656/? [51:07<00:00,  2.82it/s]
Epoch 0: |          | 8657/? [51:07<00:00,  2.82it/s]
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Epoch 0: |          | 8658/? [51:08<00:00,  2.82it/s]
Epoch 0: |          | 8658/? [51:08<00:00,  2.82it/s]
Epoch 0: |          | 8659/? [51:08<00:00,  2.82it/s]
Epoch 0: |          | 8659/? [51:08<00:00,  2.82it/s]
Epoch 0: |          | 8660/? [51:08<00:00,  2.82it/s]
Epoch 0: |          | 8660/? [51:08<00:00,  2.82it/s]
Epoch 0: |          | 8661/? [51:08<00:00,  2.82it/s]
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Epoch 0: |          | 8662/? [51:09<00:00,  2.82it/s]
Epoch 0: |          | 8662/? [51:09<00:00,  2.82it/s]
Epoch 0: |          | 8663/? [51:09<00:00,  2.82it/s]
Epoch 0: |          | 8663/? [51:09<00:00,  2.82it/s]
Epoch 0: |          | 8664/? [51:09<00:00,  2.82it/s]
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Epoch 0: |          | 8711/? [51:23<00:00,  2.83it/s]
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Epoch 0: |          | 8712/? [51:23<00:00,  2.83it/s]
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Epoch 0: |          | 8713/? [51:23<00:00,  2.83it/s]
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Epoch 0: |          | 8714/? [51:23<00:00,  2.83it/s]
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Epoch 0: |          | 8715/? [51:24<00:00,  2.83it/s]
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Epoch 0: |          | 8718/? [51:25<00:00,  2.83it/s]
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Epoch 0: |          | 8721/? [51:25<00:00,  2.83it/s]
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Epoch 0: |          | 8722/? [51:26<00:00,  2.83it/s]
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Epoch 0: |          | 8723/? [51:26<00:00,  2.83it/s]
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Epoch 0: |          | 8724/? [51:26<00:00,  2.83it/s]
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Epoch 0: |          | 8725/? [51:27<00:00,  2.83it/s]
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Epoch 0: |          | 8726/? [51:27<00:00,  2.83it/s]
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Epoch 0: |          | 8727/? [51:27<00:00,  2.83it/s]
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Epoch 0: |          | 8728/? [51:27<00:00,  2.83it/s]
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Epoch 0: |          | 8729/? [51:28<00:00,  2.83it/s]
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Epoch 0: |          | 8730/? [51:28<00:00,  2.83it/s]
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Epoch 0: |          | 8731/? [51:28<00:00,  2.83it/s]
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Epoch 0: |          | 8732/? [51:28<00:00,  2.83it/s]
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Epoch 0: |          | 8733/? [51:29<00:00,  2.83it/s]
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Epoch 0: |          | 8734/? [51:29<00:00,  2.83it/s]
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Epoch 0: |          | 8735/? [51:29<00:00,  2.83it/s]
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Epoch 0: |          | 8740/? [51:31<00:00,  2.83it/s]
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Epoch 0: |          | 8741/? [51:31<00:00,  2.83it/s]
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Epoch 0: |          | 8747/? [51:33<00:00,  2.83it/s]
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Epoch 0: |          | 8750/? [51:34<00:00,  2.83it/s]
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Epoch 0: |          | 8754/? [51:35<00:00,  2.83it/s]
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Epoch 0: |          | 8761/? [51:37<00:00,  2.83it/s]
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Epoch 0: |          | 8764/? [51:37<00:00,  2.83it/s]
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Epoch 0: |          | 8765/? [51:38<00:00,  2.83it/s]
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Epoch 0: |          | 8766/? [51:38<00:00,  2.83it/s]
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Epoch 0: |          | 8767/? [51:38<00:00,  2.83it/s]
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Epoch 0: |          | 8768/? [51:39<00:00,  2.83it/s]
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Epoch 0: |          | 8769/? [51:39<00:00,  2.83it/s]
Epoch 0: |          | 8769/? [51:39<00:00,  2.83it/s]
Epoch 0: |          | 8770/? [51:39<00:00,  2.83it/s]
Epoch 0: |          | 8770/? [51:39<00:00,  2.83it/s]
Epoch 0: |          | 8771/? [51:39<00:00,  2.83it/s]
Epoch 0: |          | 8771/? [51:39<00:00,  2.83it/s]
Epoch 0: |          | 8772/? [51:40<00:00,  2.83it/s]
Epoch 0: |          | 8772/? [51:40<00:00,  2.83it/s]
Epoch 0: |          | 8773/? [51:40<00:00,  2.83it/s]
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Epoch 0: |          | 8774/? [51:40<00:00,  2.83it/s]
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Epoch 0: |          | 8775/? [51:41<00:00,  2.83it/s]
Epoch 0: |          | 8775/? [51:41<00:00,  2.83it/s]
Epoch 0: |          | 8776/? [51:41<00:00,  2.83it/s]
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Epoch 0: |          | 8777/? [51:41<00:00,  2.83it/s]
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Epoch 0: |          | 8778/? [51:41<00:00,  2.83it/s]
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Epoch 0: |          | 8779/? [51:42<00:00,  2.83it/s]
Epoch 0: |          | 8779/? [51:42<00:00,  2.83it/s]
Epoch 0: |          | 8780/? [51:42<00:00,  2.83it/s]
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Epoch 0: |          | 8781/? [51:42<00:00,  2.83it/s]
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Epoch 0: |          | 8782/? [51:43<00:00,  2.83it/s]
Epoch 0: |          | 8782/? [51:43<00:00,  2.83it/s]
Epoch 0: |          | 8783/? [51:43<00:00,  2.83it/s]
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Epoch 0: |          | 8784/? [51:43<00:00,  2.83it/s]
Epoch 0: |          | 8784/? [51:43<00:00,  2.83it/s]
Epoch 0: |          | 8785/? [51:43<00:00,  2.83it/s]
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Epoch 0: |          | 8786/? [51:44<00:00,  2.83it/s]
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Epoch 0: |          | 8787/? [51:44<00:00,  2.83it/s]
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Epoch 0: |          | 8788/? [51:44<00:00,  2.83it/s]
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Epoch 0: |          | 8789/? [51:44<00:00,  2.83it/s]
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Epoch 0: |          | 8790/? [51:45<00:00,  2.83it/s]
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Epoch 0: |          | 8791/? [51:45<00:00,  2.83it/s]
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Epoch 0: |          | 8793/? [51:46<00:00,  2.83it/s]
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Epoch 0: |          | 8794/? [51:46<00:00,  2.83it/s]
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Epoch 0: |          | 8795/? [51:46<00:00,  2.83it/s]
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Epoch 0: |          | 8796/? [51:46<00:00,  2.83it/s]
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Epoch 0: |          | 8797/? [51:47<00:00,  2.83it/s]
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Epoch 0: |          | 8798/? [51:47<00:00,  2.83it/s]
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Epoch 0: |          | 8799/? [51:47<00:00,  2.83it/s]
Epoch 0: |          | 8799/? [51:47<00:00,  2.83it/s]
Epoch 0: |          | 8800/? [51:48<00:00,  2.83it/s]
Epoch 0: |          | 8800/? [51:48<00:00,  2.83it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.69it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.64it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.22it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.35it/s]

Epoch 0: |          | 8800/? [51:48<00:00,  2.83it/s]
Epoch 0: |          | 8801/? [51:48<00:00,  2.83it/s]
Epoch 0: |          | 8801/? [51:48<00:00,  2.83it/s]
Epoch 0: |          | 8802/? [51:48<00:00,  2.83it/s]
Epoch 0: |          | 8802/? [51:48<00:00,  2.83it/s]
Epoch 0: |          | 8803/? [51:49<00:00,  2.83it/s]
Epoch 0: |          | 8803/? [51:49<00:00,  2.83it/s]
Epoch 0: |          | 8804/? [51:49<00:00,  2.83it/s]
Epoch 0: |          | 8804/? [51:49<00:00,  2.83it/s]
Epoch 0: |          | 8805/? [51:49<00:00,  2.83it/s]
Epoch 0: |          | 8805/? [51:49<00:00,  2.83it/s]
Epoch 0: |          | 8806/? [51:50<00:00,  2.83it/s]
Epoch 0: |          | 8806/? [51:50<00:00,  2.83it/s]
Epoch 0: |          | 8807/? [51:50<00:00,  2.83it/s]
Epoch 0: |          | 8807/? [51:50<00:00,  2.83it/s]
Epoch 0: |          | 8808/? [51:50<00:00,  2.83it/s]
Epoch 0: |          | 8808/? [51:50<00:00,  2.83it/s]
Epoch 0: |          | 8809/? [51:50<00:00,  2.83it/s]
Epoch 0: |          | 8809/? [51:50<00:00,  2.83it/s]
Epoch 0: |          | 8810/? [51:51<00:00,  2.83it/s]
Epoch 0: |          | 8810/? [51:51<00:00,  2.83it/s]
Epoch 0: |          | 8811/? [51:51<00:00,  2.83it/s]
Epoch 0: |          | 8811/? [51:51<00:00,  2.83it/s]
Epoch 0: |          | 8812/? [51:51<00:00,  2.83it/s]
Epoch 0: |          | 8812/? [51:51<00:00,  2.83it/s]
Epoch 0: |          | 8813/? [51:51<00:00,  2.83it/s]
Epoch 0: |          | 8813/? [51:51<00:00,  2.83it/s]
Epoch 0: |          | 8814/? [51:52<00:00,  2.83it/s]
Epoch 0: |          | 8814/? [51:52<00:00,  2.83it/s]
Epoch 0: |          | 8815/? [51:52<00:00,  2.83it/s]
Epoch 0: |          | 8815/? [51:52<00:00,  2.83it/s]
Epoch 0: |          | 8816/? [51:52<00:00,  2.83it/s]
Epoch 0: |          | 8816/? [51:52<00:00,  2.83it/s]
Epoch 0: |          | 8817/? [51:53<00:00,  2.83it/s]
Epoch 0: |          | 8817/? [51:53<00:00,  2.83it/s]
Epoch 0: |          | 8818/? [51:53<00:00,  2.83it/s]
Epoch 0: |          | 8818/? [51:53<00:00,  2.83it/s]
Epoch 0: |          | 8819/? [51:53<00:00,  2.83it/s]
Epoch 0: |          | 8819/? [51:53<00:00,  2.83it/s]
Epoch 0: |          | 8820/? [51:53<00:00,  2.83it/s]
Epoch 0: |          | 8820/? [51:53<00:00,  2.83it/s]
Epoch 0: |          | 8821/? [51:54<00:00,  2.83it/s]
Epoch 0: |          | 8821/? [51:54<00:00,  2.83it/s]
Epoch 0: |          | 8822/? [51:54<00:00,  2.83it/s]
Epoch 0: |          | 8822/? [51:54<00:00,  2.83it/s]
Epoch 0: |          | 8823/? [51:54<00:00,  2.83it/s]
Epoch 0: |          | 8823/? [51:54<00:00,  2.83it/s]
Epoch 0: |          | 8824/? [51:55<00:00,  2.83it/s]
Epoch 0: |          | 8824/? [51:55<00:00,  2.83it/s]
Epoch 0: |          | 8825/? [51:55<00:00,  2.83it/s]
Epoch 0: |          | 8825/? [51:55<00:00,  2.83it/s]
Epoch 0: |          | 8826/? [51:55<00:00,  2.83it/s]
Epoch 0: |          | 8826/? [51:55<00:00,  2.83it/s]
Epoch 0: |          | 8827/? [51:55<00:00,  2.83it/s]
Epoch 0: |          | 8827/? [51:55<00:00,  2.83it/s]
Epoch 0: |          | 8828/? [51:56<00:00,  2.83it/s]
Epoch 0: |          | 8828/? [51:56<00:00,  2.83it/s]
Epoch 0: |          | 8829/? [51:56<00:00,  2.83it/s]
Epoch 0: |          | 8829/? [51:56<00:00,  2.83it/s]
Epoch 0: |          | 8830/? [51:56<00:00,  2.83it/s]
Epoch 0: |          | 8830/? [51:56<00:00,  2.83it/s]
Epoch 0: |          | 8831/? [51:57<00:00,  2.83it/s]
Epoch 0: |          | 8831/? [51:57<00:00,  2.83it/s]
Epoch 0: |          | 8832/? [51:57<00:00,  2.83it/s]
Epoch 0: |          | 8832/? [51:57<00:00,  2.83it/s]
Epoch 0: |          | 8833/? [51:57<00:00,  2.83it/s]
Epoch 0: |          | 8833/? [51:57<00:00,  2.83it/s]
Epoch 0: |          | 8834/? [51:57<00:00,  2.83it/s]
Epoch 0: |          | 8834/? [51:57<00:00,  2.83it/s]
Epoch 0: |          | 8835/? [51:58<00:00,  2.83it/s]
Epoch 0: |          | 8835/? [51:58<00:00,  2.83it/s]
Epoch 0: |          | 8836/? [51:58<00:00,  2.83it/s]
Epoch 0: |          | 8836/? [51:58<00:00,  2.83it/s]
Epoch 0: |          | 8837/? [51:58<00:00,  2.83it/s]
Epoch 0: |          | 8837/? [51:58<00:00,  2.83it/s]
Epoch 0: |          | 8838/? [51:59<00:00,  2.83it/s]
Epoch 0: |          | 8838/? [51:59<00:00,  2.83it/s]
Epoch 0: |          | 8839/? [51:59<00:00,  2.83it/s]
Epoch 0: |          | 8839/? [51:59<00:00,  2.83it/s]
Epoch 0: |          | 8840/? [51:59<00:00,  2.83it/s]
Epoch 0: |          | 8840/? [51:59<00:00,  2.83it/s]
Epoch 0: |          | 8841/? [51:59<00:00,  2.83it/s]
Epoch 0: |          | 8841/? [51:59<00:00,  2.83it/s]
Epoch 0: |          | 8842/? [52:00<00:00,  2.83it/s]
Epoch 0: |          | 8842/? [52:00<00:00,  2.83it/s]
Epoch 0: |          | 8843/? [52:00<00:00,  2.83it/s]
Epoch 0: |          | 8843/? [52:00<00:00,  2.83it/s]
Epoch 0: |          | 8844/? [52:00<00:00,  2.83it/s]
Epoch 0: |          | 8844/? [52:00<00:00,  2.83it/s]
Epoch 0: |          | 8845/? [52:00<00:00,  2.83it/s]
Epoch 0: |          | 8845/? [52:00<00:00,  2.83it/s]
Epoch 0: |          | 8846/? [52:01<00:00,  2.83it/s]
Epoch 0: |          | 8846/? [52:01<00:00,  2.83it/s]
Epoch 0: |          | 8847/? [52:01<00:00,  2.83it/s]
Epoch 0: |          | 8847/? [52:01<00:00,  2.83it/s]
Epoch 0: |          | 8848/? [52:01<00:00,  2.83it/s]
Epoch 0: |          | 8848/? [52:01<00:00,  2.83it/s]
Epoch 0: |          | 8849/? [52:02<00:00,  2.83it/s]
Epoch 0: |          | 8849/? [52:02<00:00,  2.83it/s]
Epoch 0: |          | 8850/? [52:02<00:00,  2.83it/s]
Epoch 0: |          | 8850/? [52:02<00:00,  2.83it/s]
Epoch 0: |          | 8851/? [52:02<00:00,  2.83it/s]
Epoch 0: |          | 8851/? [52:02<00:00,  2.83it/s]
Epoch 0: |          | 8852/? [52:02<00:00,  2.83it/s]
Epoch 0: |          | 8852/? [52:02<00:00,  2.83it/s]
Epoch 0: |          | 8853/? [52:03<00:00,  2.83it/s]
Epoch 0: |          | 8853/? [52:03<00:00,  2.83it/s]
Epoch 0: |          | 8854/? [52:03<00:00,  2.83it/s]
Epoch 0: |          | 8854/? [52:03<00:00,  2.83it/s]
Epoch 0: |          | 8855/? [52:03<00:00,  2.83it/s]
Epoch 0: |          | 8855/? [52:03<00:00,  2.83it/s]
Epoch 0: |          | 8856/? [52:04<00:00,  2.83it/s]
Epoch 0: |          | 8856/? [52:04<00:00,  2.83it/s]
Epoch 0: |          | 8857/? [52:04<00:00,  2.83it/s]
Epoch 0: |          | 8857/? [52:04<00:00,  2.83it/s]
Epoch 0: |          | 8858/? [52:04<00:00,  2.83it/s]
Epoch 0: |          | 8858/? [52:04<00:00,  2.83it/s]
Epoch 0: |          | 8859/? [52:04<00:00,  2.83it/s]
Epoch 0: |          | 8859/? [52:04<00:00,  2.83it/s]
Epoch 0: |          | 8860/? [52:05<00:00,  2.83it/s]
Epoch 0: |          | 8860/? [52:05<00:00,  2.83it/s]
Epoch 0: |          | 8861/? [52:05<00:00,  2.84it/s]
Epoch 0: |          | 8861/? [52:05<00:00,  2.84it/s]
Epoch 0: |          | 8862/? [52:05<00:00,  2.84it/s]
Epoch 0: |          | 8862/? [52:05<00:00,  2.84it/s]
Epoch 0: |          | 8863/? [52:06<00:00,  2.84it/s]
Epoch 0: |          | 8863/? [52:06<00:00,  2.84it/s]
Epoch 0: |          | 8864/? [52:06<00:00,  2.84it/s]
Epoch 0: |          | 8864/? [52:06<00:00,  2.84it/s]
Epoch 0: |          | 8865/? [52:06<00:00,  2.84it/s]
Epoch 0: |          | 8865/? [52:06<00:00,  2.84it/s]
Epoch 0: |          | 8866/? [52:06<00:00,  2.84it/s]
Epoch 0: |          | 8866/? [52:06<00:00,  2.84it/s]
Epoch 0: |          | 8867/? [52:07<00:00,  2.84it/s]
Epoch 0: |          | 8867/? [52:07<00:00,  2.84it/s]
Epoch 0: |          | 8868/? [52:07<00:00,  2.84it/s]
Epoch 0: |          | 8868/? [52:07<00:00,  2.84it/s]
Epoch 0: |          | 8869/? [52:07<00:00,  2.84it/s]
Epoch 0: |          | 8869/? [52:07<00:00,  2.84it/s]
Epoch 0: |          | 8870/? [52:07<00:00,  2.84it/s]
Epoch 0: |          | 8870/? [52:07<00:00,  2.84it/s]
Epoch 0: |          | 8871/? [52:08<00:00,  2.84it/s]
Epoch 0: |          | 8871/? [52:08<00:00,  2.84it/s]
Epoch 0: |          | 8872/? [52:08<00:00,  2.84it/s]
Epoch 0: |          | 8872/? [52:08<00:00,  2.84it/s]
Epoch 0: |          | 8873/? [52:08<00:00,  2.84it/s]
Epoch 0: |          | 8873/? [52:08<00:00,  2.84it/s]
Epoch 0: |          | 8874/? [52:09<00:00,  2.84it/s]
Epoch 0: |          | 8874/? [52:09<00:00,  2.84it/s]
Epoch 0: |          | 8875/? [52:09<00:00,  2.84it/s]
Epoch 0: |          | 8875/? [52:09<00:00,  2.84it/s]
Epoch 0: |          | 8876/? [52:09<00:00,  2.84it/s]
Epoch 0: |          | 8876/? [52:09<00:00,  2.84it/s]
Epoch 0: |          | 8877/? [52:09<00:00,  2.84it/s]
Epoch 0: |          | 8877/? [52:09<00:00,  2.84it/s]
Epoch 0: |          | 8878/? [52:10<00:00,  2.84it/s]
Epoch 0: |          | 8878/? [52:10<00:00,  2.84it/s]
Epoch 0: |          | 8879/? [52:10<00:00,  2.84it/s]
Epoch 0: |          | 8879/? [52:10<00:00,  2.84it/s]
Epoch 0: |          | 8880/? [52:10<00:00,  2.84it/s]
Epoch 0: |          | 8880/? [52:10<00:00,  2.84it/s]
Epoch 0: |          | 8881/? [52:11<00:00,  2.84it/s]
Epoch 0: |          | 8881/? [52:11<00:00,  2.84it/s]
Epoch 0: |          | 8882/? [52:11<00:00,  2.84it/s]
Epoch 0: |          | 8882/? [52:11<00:00,  2.84it/s]
Epoch 0: |          | 8883/? [52:11<00:00,  2.84it/s]
Epoch 0: |          | 8883/? [52:11<00:00,  2.84it/s]
Epoch 0: |          | 8884/? [52:11<00:00,  2.84it/s]
Epoch 0: |          | 8884/? [52:11<00:00,  2.84it/s]
Epoch 0: |          | 8885/? [52:12<00:00,  2.84it/s]
Epoch 0: |          | 8885/? [52:12<00:00,  2.84it/s]
Epoch 0: |          | 8886/? [52:12<00:00,  2.84it/s]
Epoch 0: |          | 8886/? [52:12<00:00,  2.84it/s]
Epoch 0: |          | 8887/? [52:12<00:00,  2.84it/s]
Epoch 0: |          | 8887/? [52:12<00:00,  2.84it/s]
Epoch 0: |          | 8888/? [52:12<00:00,  2.84it/s]
Epoch 0: |          | 8888/? [52:12<00:00,  2.84it/s]
Epoch 0: |          | 8889/? [52:13<00:00,  2.84it/s]
Epoch 0: |          | 8889/? [52:13<00:00,  2.84it/s]
Epoch 0: |          | 8890/? [52:13<00:00,  2.84it/s]
Epoch 0: |          | 8890/? [52:13<00:00,  2.84it/s]
Epoch 0: |          | 8891/? [52:13<00:00,  2.84it/s]
Epoch 0: |          | 8891/? [52:13<00:00,  2.84it/s]
Epoch 0: |          | 8892/? [52:14<00:00,  2.84it/s]
Epoch 0: |          | 8892/? [52:14<00:00,  2.84it/s]
Epoch 0: |          | 8893/? [52:14<00:00,  2.84it/s]
Epoch 0: |          | 8893/? [52:14<00:00,  2.84it/s]
Epoch 0: |          | 8894/? [52:14<00:00,  2.84it/s]
Epoch 0: |          | 8894/? [52:14<00:00,  2.84it/s]
Epoch 0: |          | 8895/? [52:14<00:00,  2.84it/s]
Epoch 0: |          | 8895/? [52:14<00:00,  2.84it/s]
Epoch 0: |          | 8896/? [52:15<00:00,  2.84it/s]
Epoch 0: |          | 8896/? [52:15<00:00,  2.84it/s]
Epoch 0: |          | 8897/? [52:15<00:00,  2.84it/s]
Epoch 0: |          | 8897/? [52:15<00:00,  2.84it/s]
Epoch 0: |          | 8898/? [52:15<00:00,  2.84it/s]
Epoch 0: |          | 8898/? [52:15<00:00,  2.84it/s]
Epoch 0: |          | 8899/? [52:16<00:00,  2.84it/s]
Epoch 0: |          | 8899/? [52:16<00:00,  2.84it/s]
Epoch 0: |          | 8900/? [52:16<00:00,  2.84it/s]
Epoch 0: |          | 8900/? [52:16<00:00,  2.84it/s]
Epoch 0: |          | 8901/? [52:16<00:00,  2.84it/s]
Epoch 0: |          | 8901/? [52:16<00:00,  2.84it/s]
Epoch 0: |          | 8902/? [52:16<00:00,  2.84it/s]
Epoch 0: |          | 8902/? [52:16<00:00,  2.84it/s]
Epoch 0: |          | 8903/? [52:17<00:00,  2.84it/s]
Epoch 0: |          | 8903/? [52:17<00:00,  2.84it/s]
Epoch 0: |          | 8904/? [52:17<00:00,  2.84it/s]
Epoch 0: |          | 8904/? [52:17<00:00,  2.84it/s]
Epoch 0: |          | 8905/? [52:17<00:00,  2.84it/s]
Epoch 0: |          | 8905/? [52:17<00:00,  2.84it/s]
Epoch 0: |          | 8906/? [52:18<00:00,  2.84it/s]
Epoch 0: |          | 8906/? [52:18<00:00,  2.84it/s]
Epoch 0: |          | 8907/? [52:18<00:00,  2.84it/s]
Epoch 0: |          | 8907/? [52:18<00:00,  2.84it/s]
Epoch 0: |          | 8908/? [52:18<00:00,  2.84it/s]
Epoch 0: |          | 8908/? [52:18<00:00,  2.84it/s]
Epoch 0: |          | 8909/? [52:18<00:00,  2.84it/s]
Epoch 0: |          | 8909/? [52:18<00:00,  2.84it/s]
Epoch 0: |          | 8910/? [52:19<00:00,  2.84it/s]
Epoch 0: |          | 8910/? [52:19<00:00,  2.84it/s]
Epoch 0: |          | 8911/? [52:19<00:00,  2.84it/s]
Epoch 0: |          | 8911/? [52:19<00:00,  2.84it/s]
Epoch 0: |          | 8912/? [52:19<00:00,  2.84it/s]
Epoch 0: |          | 8912/? [52:19<00:00,  2.84it/s]
Epoch 0: |          | 8913/? [52:20<00:00,  2.84it/s]
Epoch 0: |          | 8913/? [52:20<00:00,  2.84it/s]
Epoch 0: |          | 8914/? [52:20<00:00,  2.84it/s]
Epoch 0: |          | 8914/? [52:20<00:00,  2.84it/s]
Epoch 0: |          | 8915/? [52:20<00:00,  2.84it/s]
Epoch 0: |          | 8915/? [52:20<00:00,  2.84it/s]
Epoch 0: |          | 8916/? [52:20<00:00,  2.84it/s]
Epoch 0: |          | 8916/? [52:20<00:00,  2.84it/s]
Epoch 0: |          | 8917/? [52:21<00:00,  2.84it/s]
Epoch 0: |          | 8917/? [52:21<00:00,  2.84it/s]
Epoch 0: |          | 8918/? [52:21<00:00,  2.84it/s]
Epoch 0: |          | 8918/? [52:21<00:00,  2.84it/s]
Epoch 0: |          | 8919/? [52:21<00:00,  2.84it/s]
Epoch 0: |          | 8919/? [52:21<00:00,  2.84it/s]
Epoch 0: |          | 8920/? [52:21<00:00,  2.84it/s]
Epoch 0: |          | 8920/? [52:21<00:00,  2.84it/s]
Epoch 0: |          | 8921/? [52:22<00:00,  2.84it/s]
Epoch 0: |          | 8921/? [52:22<00:00,  2.84it/s]
Epoch 0: |          | 8922/? [52:22<00:00,  2.84it/s]
Epoch 0: |          | 8922/? [52:22<00:00,  2.84it/s]
Epoch 0: |          | 8923/? [52:22<00:00,  2.84it/s]
Epoch 0: |          | 8923/? [52:22<00:00,  2.84it/s]
Epoch 0: |          | 8924/? [52:23<00:00,  2.84it/s]
Epoch 0: |          | 8924/? [52:23<00:00,  2.84it/s]
Epoch 0: |          | 8925/? [52:23<00:00,  2.84it/s]
Epoch 0: |          | 8925/? [52:23<00:00,  2.84it/s]
Epoch 0: |          | 8926/? [52:23<00:00,  2.84it/s]
Epoch 0: |          | 8926/? [52:23<00:00,  2.84it/s]
Epoch 0: |          | 8927/? [52:23<00:00,  2.84it/s]
Epoch 0: |          | 8927/? [52:23<00:00,  2.84it/s]
Epoch 0: |          | 8928/? [52:24<00:00,  2.84it/s]
Epoch 0: |          | 8928/? [52:24<00:00,  2.84it/s]
Epoch 0: |          | 8929/? [52:24<00:00,  2.84it/s]
Epoch 0: |          | 8929/? [52:24<00:00,  2.84it/s]
Epoch 0: |          | 8930/? [52:24<00:00,  2.84it/s]
Epoch 0: |          | 8930/? [52:24<00:00,  2.84it/s]
Epoch 0: |          | 8931/? [52:25<00:00,  2.84it/s]
Epoch 0: |          | 8931/? [52:25<00:00,  2.84it/s]
Epoch 0: |          | 8932/? [52:25<00:00,  2.84it/s]
Epoch 0: |          | 8932/? [52:25<00:00,  2.84it/s]
Epoch 0: |          | 8933/? [52:25<00:00,  2.84it/s]
Epoch 0: |          | 8933/? [52:25<00:00,  2.84it/s]
Epoch 0: |          | 8934/? [52:25<00:00,  2.84it/s]
Epoch 0: |          | 8934/? [52:25<00:00,  2.84it/s]
Epoch 0: |          | 8935/? [52:26<00:00,  2.84it/s]
Epoch 0: |          | 8935/? [52:26<00:00,  2.84it/s]
Epoch 0: |          | 8936/? [52:26<00:00,  2.84it/s]
Epoch 0: |          | 8936/? [52:26<00:00,  2.84it/s]
Epoch 0: |          | 8937/? [52:26<00:00,  2.84it/s]
Epoch 0: |          | 8937/? [52:26<00:00,  2.84it/s]
Epoch 0: |          | 8938/? [52:27<00:00,  2.84it/s]
Epoch 0: |          | 8938/? [52:27<00:00,  2.84it/s]
Epoch 0: |          | 8939/? [52:27<00:00,  2.84it/s]
Epoch 0: |          | 8939/? [52:27<00:00,  2.84it/s]
Epoch 0: |          | 8940/? [52:27<00:00,  2.84it/s]
Epoch 0: |          | 8940/? [52:27<00:00,  2.84it/s]
Epoch 0: |          | 8941/? [52:27<00:00,  2.84it/s]
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Epoch 0: |          | 8942/? [52:28<00:00,  2.84it/s]
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Epoch 0: |          | 8943/? [52:28<00:00,  2.84it/s]
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Epoch 0: |          | 8944/? [52:28<00:00,  2.84it/s]
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Epoch 0: |          | 8945/? [52:28<00:00,  2.84it/s]
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Epoch 0: |          | 8946/? [52:29<00:00,  2.84it/s]
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Epoch 0: |          | 8947/? [52:29<00:00,  2.84it/s]
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Epoch 0: |          | 8948/? [52:29<00:00,  2.84it/s]
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Epoch 0: |          | 8949/? [52:30<00:00,  2.84it/s]
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Epoch 0: |          | 8950/? [52:30<00:00,  2.84it/s]
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Epoch 0: |          | 8951/? [52:30<00:00,  2.84it/s]
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Epoch 0: |          | 8952/? [52:30<00:00,  2.84it/s]
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Epoch 0: |          | 8953/? [52:31<00:00,  2.84it/s]
Epoch 0: |          | 8953/? [52:31<00:00,  2.84it/s]
Epoch 0: |          | 8954/? [52:31<00:00,  2.84it/s]
Epoch 0: |          | 8954/? [52:31<00:00,  2.84it/s]
Epoch 0: |          | 8955/? [52:31<00:00,  2.84it/s]
Epoch 0: |          | 8955/? [52:31<00:00,  2.84it/s]
Epoch 0: |          | 8956/? [52:32<00:00,  2.84it/s]
Epoch 0: |          | 8956/? [52:32<00:00,  2.84it/s]
Epoch 0: |          | 8957/? [52:32<00:00,  2.84it/s]
Epoch 0: |          | 8957/? [52:32<00:00,  2.84it/s]
Epoch 0: |          | 8958/? [52:32<00:00,  2.84it/s]
Epoch 0: |          | 8958/? [52:32<00:00,  2.84it/s]
Epoch 0: |          | 8959/? [52:32<00:00,  2.84it/s]
Epoch 0: |          | 8959/? [52:32<00:00,  2.84it/s]
Epoch 0: |          | 8960/? [52:33<00:00,  2.84it/s]
Epoch 0: |          | 8960/? [52:33<00:00,  2.84it/s]
Epoch 0: |          | 8961/? [52:33<00:00,  2.84it/s]
Epoch 0: |          | 8961/? [52:33<00:00,  2.84it/s]
Epoch 0: |          | 8962/? [52:33<00:00,  2.84it/s]
Epoch 0: |          | 8962/? [52:33<00:00,  2.84it/s]
Epoch 0: |          | 8963/? [52:34<00:00,  2.84it/s]
Epoch 0: |          | 8963/? [52:34<00:00,  2.84it/s]
Epoch 0: |          | 8964/? [52:34<00:00,  2.84it/s]
Epoch 0: |          | 8964/? [52:34<00:00,  2.84it/s]
Epoch 0: |          | 8965/? [52:34<00:00,  2.84it/s]
Epoch 0: |          | 8965/? [52:34<00:00,  2.84it/s]
Epoch 0: |          | 8966/? [52:34<00:00,  2.84it/s]
Epoch 0: |          | 8966/? [52:34<00:00,  2.84it/s]
Epoch 0: |          | 8967/? [52:35<00:00,  2.84it/s]
Epoch 0: |          | 8967/? [52:35<00:00,  2.84it/s]
Epoch 0: |          | 8968/? [52:35<00:00,  2.84it/s]
Epoch 0: |          | 8968/? [52:35<00:00,  2.84it/s]
Epoch 0: |          | 8969/? [52:35<00:00,  2.84it/s]
Epoch 0: |          | 8969/? [52:35<00:00,  2.84it/s]
Epoch 0: |          | 8970/? [52:35<00:00,  2.84it/s]
Epoch 0: |          | 8970/? [52:35<00:00,  2.84it/s]
Epoch 0: |          | 8971/? [52:36<00:00,  2.84it/s]
Epoch 0: |          | 8971/? [52:36<00:00,  2.84it/s]
Epoch 0: |          | 8972/? [52:36<00:00,  2.84it/s]
Epoch 0: |          | 8972/? [52:36<00:00,  2.84it/s]
Epoch 0: |          | 8973/? [52:36<00:00,  2.84it/s]
Epoch 0: |          | 8973/? [52:36<00:00,  2.84it/s]
Epoch 0: |          | 8974/? [52:37<00:00,  2.84it/s]
Epoch 0: |          | 8974/? [52:37<00:00,  2.84it/s]
Epoch 0: |          | 8975/? [52:37<00:00,  2.84it/s]
Epoch 0: |          | 8975/? [52:37<00:00,  2.84it/s]
Epoch 0: |          | 8976/? [52:37<00:00,  2.84it/s]
Epoch 0: |          | 8976/? [52:37<00:00,  2.84it/s]
Epoch 0: |          | 8977/? [52:37<00:00,  2.84it/s]
Epoch 0: |          | 8977/? [52:37<00:00,  2.84it/s]
Epoch 0: |          | 8978/? [52:38<00:00,  2.84it/s]
Epoch 0: |          | 8978/? [52:38<00:00,  2.84it/s]
Epoch 0: |          | 8979/? [52:38<00:00,  2.84it/s]
Epoch 0: |          | 8979/? [52:38<00:00,  2.84it/s]
Epoch 0: |          | 8980/? [52:38<00:00,  2.84it/s]
Epoch 0: |          | 8980/? [52:38<00:00,  2.84it/s]
Epoch 0: |          | 8981/? [52:39<00:00,  2.84it/s]
Epoch 0: |          | 8981/? [52:39<00:00,  2.84it/s]
Epoch 0: |          | 8982/? [52:39<00:00,  2.84it/s]
Epoch 0: |          | 8982/? [52:39<00:00,  2.84it/s]
Epoch 0: |          | 8983/? [52:39<00:00,  2.84it/s]
Epoch 0: |          | 8983/? [52:39<00:00,  2.84it/s]
Epoch 0: |          | 8984/? [52:39<00:00,  2.84it/s]
Epoch 0: |          | 8984/? [52:39<00:00,  2.84it/s]
Epoch 0: |          | 8985/? [52:40<00:00,  2.84it/s]
Epoch 0: |          | 8985/? [52:40<00:00,  2.84it/s]
Epoch 0: |          | 8986/? [52:40<00:00,  2.84it/s]
Epoch 0: |          | 8986/? [52:40<00:00,  2.84it/s]
Epoch 0: |          | 8987/? [52:40<00:00,  2.84it/s]
Epoch 0: |          | 8987/? [52:40<00:00,  2.84it/s]
Epoch 0: |          | 8988/? [52:41<00:00,  2.84it/s]
Epoch 0: |          | 8988/? [52:41<00:00,  2.84it/s]
Epoch 0: |          | 8989/? [52:41<00:00,  2.84it/s]
Epoch 0: |          | 8989/? [52:41<00:00,  2.84it/s]
Epoch 0: |          | 8990/? [52:41<00:00,  2.84it/s]
Epoch 0: |          | 8990/? [52:41<00:00,  2.84it/s]
Epoch 0: |          | 8991/? [52:41<00:00,  2.84it/s]
Epoch 0: |          | 8991/? [52:41<00:00,  2.84it/s]
Epoch 0: |          | 8992/? [52:42<00:00,  2.84it/s]
Epoch 0: |          | 8992/? [52:42<00:00,  2.84it/s]
Epoch 0: |          | 8993/? [52:42<00:00,  2.84it/s]
Epoch 0: |          | 8993/? [52:42<00:00,  2.84it/s]
Epoch 0: |          | 8994/? [52:42<00:00,  2.84it/s]
Epoch 0: |          | 8994/? [52:42<00:00,  2.84it/s]
Epoch 0: |          | 8995/? [52:42<00:00,  2.84it/s]
Epoch 0: |          | 8995/? [52:42<00:00,  2.84it/s]
Epoch 0: |          | 8996/? [52:43<00:00,  2.84it/s]
Epoch 0: |          | 8996/? [52:43<00:00,  2.84it/s]
Epoch 0: |          | 8997/? [52:43<00:00,  2.84it/s]
Epoch 0: |          | 8997/? [52:43<00:00,  2.84it/s]
Epoch 0: |          | 8998/? [52:43<00:00,  2.84it/s]
Epoch 0: |          | 8998/? [52:43<00:00,  2.84it/s]
Epoch 0: |          | 8999/? [52:44<00:00,  2.84it/s]
Epoch 0: |          | 8999/? [52:44<00:00,  2.84it/s]
Epoch 0: |          | 9000/? [52:44<00:00,  2.84it/s]
Epoch 0: |          | 9000/? [52:44<00:00,  2.84it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.75it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.50it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.43it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.46it/s]

Epoch 0: |          | 9000/? [52:44<00:00,  2.84it/s]
Epoch 0: |          | 9001/? [52:45<00:00,  2.84it/s]
Epoch 0: |          | 9001/? [52:45<00:00,  2.84it/s]
Epoch 0: |          | 9002/? [52:45<00:00,  2.84it/s]
Epoch 0: |          | 9002/? [52:45<00:00,  2.84it/s]
Epoch 0: |          | 9003/? [52:45<00:00,  2.84it/s]
Epoch 0: |          | 9003/? [52:45<00:00,  2.84it/s]
Epoch 0: |          | 9004/? [52:45<00:00,  2.84it/s]
Epoch 0: |          | 9004/? [52:45<00:00,  2.84it/s]
Epoch 0: |          | 9005/? [52:46<00:00,  2.84it/s]
Epoch 0: |          | 9005/? [52:46<00:00,  2.84it/s]
Epoch 0: |          | 9006/? [52:46<00:00,  2.84it/s]
Epoch 0: |          | 9006/? [52:46<00:00,  2.84it/s]
Epoch 0: |          | 9007/? [52:46<00:00,  2.84it/s]
Epoch 0: |          | 9007/? [52:46<00:00,  2.84it/s]
Epoch 0: |          | 9008/? [52:46<00:00,  2.84it/s]
Epoch 0: |          | 9008/? [52:46<00:00,  2.84it/s]
Epoch 0: |          | 9009/? [52:47<00:00,  2.84it/s]
Epoch 0: |          | 9009/? [52:47<00:00,  2.84it/s]
Epoch 0: |          | 9010/? [52:47<00:00,  2.84it/s]
Epoch 0: |          | 9010/? [52:47<00:00,  2.84it/s]
Epoch 0: |          | 9011/? [52:47<00:00,  2.84it/s]
Epoch 0: |          | 9011/? [52:47<00:00,  2.84it/s]
Epoch 0: |          | 9012/? [52:48<00:00,  2.84it/s]
Epoch 0: |          | 9012/? [52:48<00:00,  2.84it/s]
Epoch 0: |          | 9013/? [52:48<00:00,  2.84it/s]
Epoch 0: |          | 9013/? [52:48<00:00,  2.84it/s]
Epoch 0: |          | 9014/? [52:48<00:00,  2.84it/s]
Epoch 0: |          | 9014/? [52:48<00:00,  2.84it/s]
Epoch 0: |          | 9015/? [52:48<00:00,  2.84it/s]
Epoch 0: |          | 9015/? [52:48<00:00,  2.84it/s]
Epoch 0: |          | 9016/? [52:49<00:00,  2.84it/s]
Epoch 0: |          | 9016/? [52:49<00:00,  2.84it/s]
Epoch 0: |          | 9017/? [52:49<00:00,  2.84it/s]
Epoch 0: |          | 9017/? [52:49<00:00,  2.84it/s]
Epoch 0: |          | 9018/? [52:49<00:00,  2.85it/s]
Epoch 0: |          | 9018/? [52:49<00:00,  2.85it/s]
Epoch 0: |          | 9019/? [52:50<00:00,  2.85it/s]
Epoch 0: |          | 9019/? [52:50<00:00,  2.85it/s]
Epoch 0: |          | 9020/? [52:50<00:00,  2.85it/s]
Epoch 0: |          | 9020/? [52:50<00:00,  2.85it/s]
Epoch 0: |          | 9021/? [52:50<00:00,  2.85it/s]
Epoch 0: |          | 9021/? [52:50<00:00,  2.85it/s]
Epoch 0: |          | 9022/? [52:50<00:00,  2.85it/s]
Epoch 0: |          | 9022/? [52:50<00:00,  2.85it/s]
Epoch 0: |          | 9023/? [52:51<00:00,  2.85it/s]
Epoch 0: |          | 9023/? [52:51<00:00,  2.85it/s]
Epoch 0: |          | 9024/? [52:51<00:00,  2.85it/s]
Epoch 0: |          | 9024/? [52:51<00:00,  2.85it/s]
Epoch 0: |          | 9025/? [52:51<00:00,  2.85it/s]
Epoch 0: |          | 9025/? [52:51<00:00,  2.85it/s]
Epoch 0: |          | 9026/? [52:51<00:00,  2.85it/s]
Epoch 0: |          | 9026/? [52:51<00:00,  2.85it/s]
Epoch 0: |          | 9027/? [52:52<00:00,  2.85it/s]
Epoch 0: |          | 9027/? [52:52<00:00,  2.85it/s]
Epoch 0: |          | 9028/? [52:52<00:00,  2.85it/s]
Epoch 0: |          | 9028/? [52:52<00:00,  2.85it/s]
Epoch 0: |          | 9029/? [52:52<00:00,  2.85it/s]
Epoch 0: |          | 9029/? [52:52<00:00,  2.85it/s]
Epoch 0: |          | 9030/? [52:53<00:00,  2.85it/s]
Epoch 0: |          | 9030/? [52:53<00:00,  2.85it/s]
Epoch 0: |          | 9031/? [52:53<00:00,  2.85it/s]
Epoch 0: |          | 9031/? [52:53<00:00,  2.85it/s]
Epoch 0: |          | 9032/? [52:53<00:00,  2.85it/s]
Epoch 0: |          | 9032/? [52:53<00:00,  2.85it/s]
Epoch 0: |          | 9033/? [52:53<00:00,  2.85it/s]
Epoch 0: |          | 9033/? [52:53<00:00,  2.85it/s]
Epoch 0: |          | 9034/? [52:54<00:00,  2.85it/s]
Epoch 0: |          | 9034/? [52:54<00:00,  2.85it/s]
Epoch 0: |          | 9035/? [52:54<00:00,  2.85it/s]
Epoch 0: |          | 9035/? [52:54<00:00,  2.85it/s]
Epoch 0: |          | 9036/? [52:54<00:00,  2.85it/s]
Epoch 0: |          | 9036/? [52:54<00:00,  2.85it/s]
Epoch 0: |          | 9037/? [52:55<00:00,  2.85it/s]
Epoch 0: |          | 9037/? [52:55<00:00,  2.85it/s]
Epoch 0: |          | 9038/? [52:55<00:00,  2.85it/s]
Epoch 0: |          | 9038/? [52:55<00:00,  2.85it/s]
Epoch 0: |          | 9039/? [52:55<00:00,  2.85it/s]
Epoch 0: |          | 9039/? [52:55<00:00,  2.85it/s]
Epoch 0: |          | 9040/? [52:55<00:00,  2.85it/s]
Epoch 0: |          | 9040/? [52:55<00:00,  2.85it/s]
Epoch 0: |          | 9041/? [52:56<00:00,  2.85it/s]
Epoch 0: |          | 9041/? [52:56<00:00,  2.85it/s]
Epoch 0: |          | 9042/? [52:56<00:00,  2.85it/s]
Epoch 0: |          | 9042/? [52:56<00:00,  2.85it/s]
Epoch 0: |          | 9043/? [52:56<00:00,  2.85it/s]
Epoch 0: |          | 9043/? [52:56<00:00,  2.85it/s]
Epoch 0: |          | 9044/? [52:57<00:00,  2.85it/s]
Epoch 0: |          | 9044/? [52:57<00:00,  2.85it/s]
Epoch 0: |          | 9045/? [52:57<00:00,  2.85it/s]
Epoch 0: |          | 9045/? [52:57<00:00,  2.85it/s]
Epoch 0: |          | 9046/? [52:57<00:00,  2.85it/s]
Epoch 0: |          | 9046/? [52:57<00:00,  2.85it/s]
Epoch 0: |          | 9047/? [52:57<00:00,  2.85it/s]
Epoch 0: |          | 9047/? [52:57<00:00,  2.85it/s]
Epoch 0: |          | 9048/? [52:58<00:00,  2.85it/s]
Epoch 0: |          | 9048/? [52:58<00:00,  2.85it/s]
Epoch 0: |          | 9049/? [52:58<00:00,  2.85it/s]
Epoch 0: |          | 9049/? [52:58<00:00,  2.85it/s]
Epoch 0: |          | 9050/? [52:58<00:00,  2.85it/s]
Epoch 0: |          | 9050/? [52:58<00:00,  2.85it/s]
Epoch 0: |          | 9051/? [52:58<00:00,  2.85it/s]
Epoch 0: |          | 9051/? [52:58<00:00,  2.85it/s]
Epoch 0: |          | 9052/? [52:59<00:00,  2.85it/s]
Epoch 0: |          | 9052/? [52:59<00:00,  2.85it/s]
Epoch 0: |          | 9053/? [52:59<00:00,  2.85it/s]
Epoch 0: |          | 9053/? [52:59<00:00,  2.85it/s]
Epoch 0: |          | 9054/? [52:59<00:00,  2.85it/s]
Epoch 0: |          | 9054/? [52:59<00:00,  2.85it/s]
Epoch 0: |          | 9055/? [53:00<00:00,  2.85it/s]
Epoch 0: |          | 9055/? [53:00<00:00,  2.85it/s]
Epoch 0: |          | 9056/? [53:00<00:00,  2.85it/s]
Epoch 0: |          | 9056/? [53:00<00:00,  2.85it/s]
Epoch 0: |          | 9057/? [53:00<00:00,  2.85it/s]
Epoch 0: |          | 9057/? [53:00<00:00,  2.85it/s]
Epoch 0: |          | 9058/? [53:00<00:00,  2.85it/s]
Epoch 0: |          | 9058/? [53:00<00:00,  2.85it/s]
Epoch 0: |          | 9059/? [53:01<00:00,  2.85it/s]
Epoch 0: |          | 9059/? [53:01<00:00,  2.85it/s]
Epoch 0: |          | 9060/? [53:01<00:00,  2.85it/s]
Epoch 0: |          | 9060/? [53:01<00:00,  2.85it/s]
Epoch 0: |          | 9061/? [53:01<00:00,  2.85it/s]
Epoch 0: |          | 9061/? [53:01<00:00,  2.85it/s]
Epoch 0: |          | 9062/? [53:02<00:00,  2.85it/s]
Epoch 0: |          | 9062/? [53:02<00:00,  2.85it/s]
Epoch 0: |          | 9063/? [53:02<00:00,  2.85it/s]
Epoch 0: |          | 9063/? [53:02<00:00,  2.85it/s]
Epoch 0: |          | 9064/? [53:02<00:00,  2.85it/s]
Epoch 0: |          | 9064/? [53:02<00:00,  2.85it/s]
Epoch 0: |          | 9065/? [53:02<00:00,  2.85it/s]
Epoch 0: |          | 9065/? [53:02<00:00,  2.85it/s]
Epoch 0: |          | 9066/? [53:03<00:00,  2.85it/s]
Epoch 0: |          | 9066/? [53:03<00:00,  2.85it/s]
Epoch 0: |          | 9067/? [53:03<00:00,  2.85it/s]
Epoch 0: |          | 9067/? [53:03<00:00,  2.85it/s]
Epoch 0: |          | 9068/? [53:03<00:00,  2.85it/s]
Epoch 0: |          | 9068/? [53:03<00:00,  2.85it/s]
Epoch 0: |          | 9069/? [53:03<00:00,  2.85it/s]
Epoch 0: |          | 9069/? [53:03<00:00,  2.85it/s]
Epoch 0: |          | 9070/? [53:04<00:00,  2.85it/s]
Epoch 0: |          | 9070/? [53:04<00:00,  2.85it/s]
Epoch 0: |          | 9071/? [53:04<00:00,  2.85it/s]
Epoch 0: |          | 9071/? [53:04<00:00,  2.85it/s]
Epoch 0: |          | 9072/? [53:04<00:00,  2.85it/s]
Epoch 0: |          | 9072/? [53:04<00:00,  2.85it/s]
Epoch 0: |          | 9073/? [53:05<00:00,  2.85it/s]
Epoch 0: |          | 9073/? [53:05<00:00,  2.85it/s]
Epoch 0: |          | 9074/? [53:05<00:00,  2.85it/s]
Epoch 0: |          | 9074/? [53:05<00:00,  2.85it/s]
Epoch 0: |          | 9075/? [53:05<00:00,  2.85it/s]
Epoch 0: |          | 9075/? [53:05<00:00,  2.85it/s]
Epoch 0: |          | 9076/? [53:05<00:00,  2.85it/s]
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Epoch 0: |          | 9124/? [53:19<00:00,  2.85it/s]
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Epoch 0: |          | 9138/? [53:23<00:00,  2.85it/s]
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Epoch 0: |          | 9152/? [53:27<00:00,  2.85it/s]
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Epoch 0: |          | 9156/? [53:28<00:00,  2.85it/s]
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Epoch 0: |          | 9159/? [53:29<00:00,  2.85it/s]
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Epoch 0: |          | 9166/? [53:31<00:00,  2.85it/s]
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Epoch 0: |          | 9169/? [53:31<00:00,  2.85it/s]
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Epoch 0: |          | 9170/? [53:32<00:00,  2.85it/s]
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Epoch 0: |          | 9171/? [53:32<00:00,  2.85it/s]
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Epoch 0: |          | 9172/? [53:32<00:00,  2.85it/s]
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Epoch 0: |          | 9174/? [53:33<00:00,  2.86it/s]
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Epoch 0: |          | 9175/? [53:33<00:00,  2.86it/s]
Epoch 0: |          | 9175/? [53:33<00:00,  2.86it/s]
Epoch 0: |          | 9176/? [53:33<00:00,  2.86it/s]
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Epoch 0: |          | 9177/? [53:34<00:00,  2.86it/s]
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Epoch 0: |          | 9178/? [53:34<00:00,  2.86it/s]
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Epoch 0: |          | 9179/? [53:34<00:00,  2.86it/s]
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Epoch 0: |          | 9180/? [53:34<00:00,  2.86it/s]
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Epoch 0: |          | 9181/? [53:35<00:00,  2.86it/s]
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Epoch 0: |          | 9182/? [53:35<00:00,  2.86it/s]
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Epoch 0: |          | 9183/? [53:35<00:00,  2.86it/s]
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Epoch 0: |          | 9184/? [53:35<00:00,  2.86it/s]
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Epoch 0: |          | 9185/? [53:36<00:00,  2.86it/s]
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Epoch 0: |          | 9186/? [53:36<00:00,  2.86it/s]
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Epoch 0: |          | 9187/? [53:36<00:00,  2.86it/s]
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Epoch 0: |          | 9188/? [53:37<00:00,  2.86it/s]
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Epoch 0: |          | 9189/? [53:37<00:00,  2.86it/s]
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Epoch 0: |          | 9190/? [53:37<00:00,  2.86it/s]
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Epoch 0: |          | 9191/? [53:37<00:00,  2.86it/s]
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Epoch 0: |          | 9192/? [53:38<00:00,  2.86it/s]
Epoch 0: |          | 9192/? [53:38<00:00,  2.86it/s]
Epoch 0: |          | 9193/? [53:38<00:00,  2.86it/s]
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Epoch 0: |          | 9195/? [53:39<00:00,  2.86it/s]
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Epoch 0: |          | 9196/? [53:39<00:00,  2.86it/s]
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Epoch 0: |          | 9197/? [53:39<00:00,  2.86it/s]
Epoch 0: |          | 9197/? [53:39<00:00,  2.86it/s]
Epoch 0: |          | 9198/? [53:39<00:00,  2.86it/s]
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Epoch 0: |          | 9199/? [53:40<00:00,  2.86it/s]
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Epoch 0: |          | 9200/? [53:40<00:00,  2.86it/s]
Epoch 0: |          | 9200/? [53:40<00:00,  2.86it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.92it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.29it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.14it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.32it/s]

Epoch 0: |          | 9200/? [53:40<00:00,  2.86it/s]
Epoch 0: |          | 9201/? [53:41<00:00,  2.86it/s]
Epoch 0: |          | 9201/? [53:41<00:00,  2.86it/s]
Epoch 0: |          | 9202/? [53:41<00:00,  2.86it/s]
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Epoch 0: |          | 9203/? [53:41<00:00,  2.86it/s]
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Epoch 0: |          | 9204/? [53:41<00:00,  2.86it/s]
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Epoch 0: |          | 9205/? [53:42<00:00,  2.86it/s]
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Epoch 0: |          | 9206/? [53:42<00:00,  2.86it/s]
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Epoch 0: |          | 9207/? [53:42<00:00,  2.86it/s]
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Epoch 0: |          | 9208/? [53:42<00:00,  2.86it/s]
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Epoch 0: |          | 9209/? [53:43<00:00,  2.86it/s]
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Epoch 0: |          | 9210/? [53:43<00:00,  2.86it/s]
Epoch 0: |          | 9210/? [53:43<00:00,  2.86it/s]
Epoch 0: |          | 9211/? [53:43<00:00,  2.86it/s]
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Epoch 0: |          | 9314/? [54:12<00:00,  2.86it/s]
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Epoch 0: |          | 9315/? [54:12<00:00,  2.86it/s]
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Epoch 0: |          | 9320/? [54:14<00:00,  2.86it/s]
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Epoch 0: |          | 9321/? [54:14<00:00,  2.86it/s]
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Epoch 0: |          | 9352/? [54:23<00:00,  2.87it/s]
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Epoch 0: |          | 9370/? [54:28<00:00,  2.87it/s]
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Epoch 0: |          | 9374/? [54:29<00:00,  2.87it/s]
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Epoch 0: |          | 9381/? [54:31<00:00,  2.87it/s]
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Epoch 0: |          | 9382/? [54:31<00:00,  2.87it/s]
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Epoch 0: |          | 9388/? [54:33<00:00,  2.87it/s]
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Epoch 0: |          | 9389/? [54:33<00:00,  2.87it/s]
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Epoch 0: |          | 9390/? [54:33<00:00,  2.87it/s]
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Epoch 0: |          | 9392/? [54:34<00:00,  2.87it/s]
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Epoch 0: |          | 9395/? [54:35<00:00,  2.87it/s]
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Epoch 0: |          | 9398/? [54:35<00:00,  2.87it/s]
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Epoch 0: |          | 9399/? [54:36<00:00,  2.87it/s]
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Epoch 0: |          | 9400/? [54:36<00:00,  2.87it/s]
Epoch 0: |          | 9400/? [54:36<00:00,  2.87it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.01it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.98it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.68it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.86it/s]

Epoch 0: |          | 9400/? [54:36<00:00,  2.87it/s]
Epoch 0: |          | 9401/? [54:36<00:00,  2.87it/s]
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Epoch 0: |          | 9402/? [54:37<00:00,  2.87it/s]
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Epoch 0: |          | 9403/? [54:37<00:00,  2.87it/s]
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Epoch 0: |          | 9404/? [54:37<00:00,  2.87it/s]
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Epoch 0: |          | 9405/? [54:38<00:00,  2.87it/s]
Epoch 0: |          | 9405/? [54:38<00:00,  2.87it/s]
Epoch 0: |          | 9406/? [54:38<00:00,  2.87it/s]
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Epoch 0: |          | 9407/? [54:38<00:00,  2.87it/s]
Epoch 0: |          | 9407/? [54:38<00:00,  2.87it/s]
Epoch 0: |          | 9408/? [54:38<00:00,  2.87it/s]
Epoch 0: |          | 9408/? [54:38<00:00,  2.87it/s]
Epoch 0: |          | 9409/? [54:39<00:00,  2.87it/s]
Epoch 0: |          | 9409/? [54:39<00:00,  2.87it/s]
Epoch 0: |          | 9410/? [54:39<00:00,  2.87it/s]
Epoch 0: |          | 9410/? [54:39<00:00,  2.87it/s]
Epoch 0: |          | 9411/? [54:39<00:00,  2.87it/s]
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Epoch 0: |          | 9412/? [54:40<00:00,  2.87it/s]
Epoch 0: |          | 9412/? [54:40<00:00,  2.87it/s]
Epoch 0: |          | 9413/? [54:40<00:00,  2.87it/s]
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Epoch 0: |          | 9414/? [54:40<00:00,  2.87it/s]
Epoch 0: |          | 9414/? [54:40<00:00,  2.87it/s]
Epoch 0: |          | 9415/? [54:40<00:00,  2.87it/s]
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Epoch 0: |          | 9416/? [54:41<00:00,  2.87it/s]
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Epoch 0: |          | 9417/? [54:41<00:00,  2.87it/s]
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Epoch 0: |          | 9418/? [54:41<00:00,  2.87it/s]
Epoch 0: |          | 9418/? [54:41<00:00,  2.87it/s]
Epoch 0: |          | 9419/? [54:41<00:00,  2.87it/s]
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Epoch 0: |          | 9420/? [54:42<00:00,  2.87it/s]
Epoch 0: |          | 9420/? [54:42<00:00,  2.87it/s]
Epoch 0: |          | 9421/? [54:42<00:00,  2.87it/s]
Epoch 0: |          | 9421/? [54:42<00:00,  2.87it/s]
Epoch 0: |          | 9422/? [54:42<00:00,  2.87it/s]
Epoch 0: |          | 9422/? [54:42<00:00,  2.87it/s]
Epoch 0: |          | 9423/? [54:43<00:00,  2.87it/s]
Epoch 0: |          | 9423/? [54:43<00:00,  2.87it/s]
Epoch 0: |          | 9424/? [54:43<00:00,  2.87it/s]
Epoch 0: |          | 9424/? [54:43<00:00,  2.87it/s]
Epoch 0: |          | 9425/? [54:43<00:00,  2.87it/s]
Epoch 0: |          | 9425/? [54:43<00:00,  2.87it/s]
Epoch 0: |          | 9426/? [54:43<00:00,  2.87it/s]
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Epoch 0: |          | 9427/? [54:44<00:00,  2.87it/s]
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Epoch 0: |          | 9428/? [54:44<00:00,  2.87it/s]
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Epoch 0: |          | 9429/? [54:44<00:00,  2.87it/s]
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Epoch 0: |          | 9430/? [54:44<00:00,  2.87it/s]
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Epoch 0: |          | 9431/? [54:45<00:00,  2.87it/s]
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Epoch 0: |          | 9432/? [54:45<00:00,  2.87it/s]
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Epoch 0: |          | 9433/? [54:45<00:00,  2.87it/s]
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Epoch 0: |          | 9434/? [54:46<00:00,  2.87it/s]
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Epoch 0: |          | 9435/? [54:46<00:00,  2.87it/s]
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Epoch 0: |          | 9436/? [54:46<00:00,  2.87it/s]
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Epoch 0: |          | 9437/? [54:46<00:00,  2.87it/s]
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Epoch 0: |          | 9438/? [54:47<00:00,  2.87it/s]
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Epoch 0: |          | 9440/? [54:47<00:00,  2.87it/s]
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Epoch 0: |          | 9441/? [54:48<00:00,  2.87it/s]
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Epoch 0: |          | 9450/? [54:50<00:00,  2.87it/s]
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Epoch 0: |          | 9451/? [54:50<00:00,  2.87it/s]
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Epoch 0: |          | 9452/? [54:51<00:00,  2.87it/s]
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Epoch 0: |          | 9453/? [54:51<00:00,  2.87it/s]
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Epoch 0: |          | 9455/? [54:51<00:00,  2.87it/s]
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Epoch 0: |          | 9460/? [54:53<00:00,  2.87it/s]
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Epoch 0: |          | 9461/? [54:53<00:00,  2.87it/s]
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Epoch 0: |          | 9464/? [54:54<00:00,  2.87it/s]
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Epoch 0: |          | 9465/? [54:54<00:00,  2.87it/s]
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Epoch 0: |          | 9466/? [54:54<00:00,  2.87it/s]
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Epoch 0: |          | 9467/? [54:55<00:00,  2.87it/s]
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Epoch 0: |          | 9468/? [54:55<00:00,  2.87it/s]
Epoch 0: |          | 9468/? [54:55<00:00,  2.87it/s]
Epoch 0: |          | 9469/? [54:55<00:00,  2.87it/s]
Epoch 0: |          | 9469/? [54:55<00:00,  2.87it/s]
Epoch 0: |          | 9470/? [54:56<00:00,  2.87it/s]
Epoch 0: |          | 9470/? [54:56<00:00,  2.87it/s]
Epoch 0: |          | 9471/? [54:56<00:00,  2.87it/s]
Epoch 0: |          | 9471/? [54:56<00:00,  2.87it/s]
Epoch 0: |          | 9472/? [54:56<00:00,  2.87it/s]
Epoch 0: |          | 9472/? [54:56<00:00,  2.87it/s]
Epoch 0: |          | 9473/? [54:56<00:00,  2.87it/s]
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Epoch 0: |          | 9474/? [54:57<00:00,  2.87it/s]
Epoch 0: |          | 9474/? [54:57<00:00,  2.87it/s]
Epoch 0: |          | 9475/? [54:57<00:00,  2.87it/s]
Epoch 0: |          | 9475/? [54:57<00:00,  2.87it/s]
Epoch 0: |          | 9476/? [54:57<00:00,  2.87it/s]
Epoch 0: |          | 9476/? [54:57<00:00,  2.87it/s]
Epoch 0: |          | 9477/? [54:58<00:00,  2.87it/s]
Epoch 0: |          | 9477/? [54:58<00:00,  2.87it/s]
Epoch 0: |          | 9478/? [54:58<00:00,  2.87it/s]
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Epoch 0: |          | 9479/? [54:58<00:00,  2.87it/s]
Epoch 0: |          | 9479/? [54:58<00:00,  2.87it/s]
Epoch 0: |          | 9480/? [54:58<00:00,  2.87it/s]
Epoch 0: |          | 9480/? [54:58<00:00,  2.87it/s]
Epoch 0: |          | 9481/? [54:59<00:00,  2.87it/s]
Epoch 0: |          | 9481/? [54:59<00:00,  2.87it/s]
Epoch 0: |          | 9482/? [54:59<00:00,  2.87it/s]
Epoch 0: |          | 9482/? [54:59<00:00,  2.87it/s]
Epoch 0: |          | 9483/? [54:59<00:00,  2.87it/s]
Epoch 0: |          | 9483/? [54:59<00:00,  2.87it/s]
Epoch 0: |          | 9484/? [54:59<00:00,  2.87it/s]
Epoch 0: |          | 9484/? [54:59<00:00,  2.87it/s]
Epoch 0: |          | 9485/? [55:00<00:00,  2.87it/s]
Epoch 0: |          | 9485/? [55:00<00:00,  2.87it/s]
Epoch 0: |          | 9486/? [55:00<00:00,  2.87it/s]
Epoch 0: |          | 9486/? [55:00<00:00,  2.87it/s]
Epoch 0: |          | 9487/? [55:00<00:00,  2.87it/s]
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Epoch 0: |          | 9488/? [55:01<00:00,  2.87it/s]
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Epoch 0: |          | 9513/? [55:08<00:00,  2.88it/s]
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Epoch 0: |          | 9521/? [55:10<00:00,  2.88it/s]
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Epoch 0: |          | 9522/? [55:10<00:00,  2.88it/s]
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Epoch 0: |          | 9523/? [55:10<00:00,  2.88it/s]
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Epoch 0: |          | 9524/? [55:11<00:00,  2.88it/s]
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Epoch 0: |          | 9527/? [55:11<00:00,  2.88it/s]
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Epoch 0: |          | 9528/? [55:12<00:00,  2.88it/s]
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Epoch 0: |          | 9529/? [55:12<00:00,  2.88it/s]
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Epoch 0: |          | 9531/? [55:13<00:00,  2.88it/s]
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Epoch 0: |          | 9535/? [55:14<00:00,  2.88it/s]
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Epoch 0: |          | 9538/? [55:14<00:00,  2.88it/s]
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Epoch 0: |          | 9553/? [55:19<00:00,  2.88it/s]
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Epoch 0: |          | 9559/? [55:20<00:00,  2.88it/s]
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Epoch 0: |          | 9560/? [55:21<00:00,  2.88it/s]
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Epoch 0: |          | 9564/? [55:22<00:00,  2.88it/s]
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Epoch 0: |          | 9567/? [55:22<00:00,  2.88it/s]
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Epoch 0: |          | 9568/? [55:23<00:00,  2.88it/s]
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Epoch 0: |          | 9569/? [55:23<00:00,  2.88it/s]
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Epoch 0: |          | 9570/? [55:23<00:00,  2.88it/s]
Epoch 0: |          | 9570/? [55:23<00:00,  2.88it/s]
Epoch 0: |          | 9571/? [55:24<00:00,  2.88it/s]
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Epoch 0: |          | 9574/? [55:24<00:00,  2.88it/s]
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Epoch 0: |          | 9575/? [55:25<00:00,  2.88it/s]
Epoch 0: |          | 9575/? [55:25<00:00,  2.88it/s]
Epoch 0: |          | 9576/? [55:25<00:00,  2.88it/s]
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Epoch 0: |          | 9577/? [55:25<00:00,  2.88it/s]
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Epoch 0: |          | 9578/? [55:26<00:00,  2.88it/s]
Epoch 0: |          | 9578/? [55:26<00:00,  2.88it/s]
Epoch 0: |          | 9579/? [55:26<00:00,  2.88it/s]
Epoch 0: |          | 9579/? [55:26<00:00,  2.88it/s]
Epoch 0: |          | 9580/? [55:26<00:00,  2.88it/s]
Epoch 0: |          | 9580/? [55:26<00:00,  2.88it/s]
Epoch 0: |          | 9581/? [55:26<00:00,  2.88it/s]
Epoch 0: |          | 9581/? [55:26<00:00,  2.88it/s]
Epoch 0: |          | 9582/? [55:27<00:00,  2.88it/s]
Epoch 0: |          | 9582/? [55:27<00:00,  2.88it/s]
Epoch 0: |          | 9583/? [55:27<00:00,  2.88it/s]
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Epoch 0: |          | 9584/? [55:27<00:00,  2.88it/s]
Epoch 0: |          | 9584/? [55:27<00:00,  2.88it/s]
Epoch 0: |          | 9585/? [55:27<00:00,  2.88it/s]
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Epoch 0: |          | 9586/? [55:28<00:00,  2.88it/s]
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Epoch 0: |          | 9587/? [55:28<00:00,  2.88it/s]
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Epoch 0: |          | 9588/? [55:28<00:00,  2.88it/s]
Epoch 0: |          | 9588/? [55:28<00:00,  2.88it/s]
Epoch 0: |          | 9589/? [55:29<00:00,  2.88it/s]
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Epoch 0: |          | 9590/? [55:29<00:00,  2.88it/s]
Epoch 0: |          | 9590/? [55:29<00:00,  2.88it/s]
Epoch 0: |          | 9591/? [55:29<00:00,  2.88it/s]
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Epoch 0: |          | 9592/? [55:29<00:00,  2.88it/s]
Epoch 0: |          | 9592/? [55:29<00:00,  2.88it/s]
Epoch 0: |          | 9593/? [55:30<00:00,  2.88it/s]
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Epoch 0: |          | 9595/? [55:30<00:00,  2.88it/s]
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Epoch 0: |          | 9596/? [55:31<00:00,  2.88it/s]
Epoch 0: |          | 9596/? [55:31<00:00,  2.88it/s]
Epoch 0: |          | 9597/? [55:31<00:00,  2.88it/s]
Epoch 0: |          | 9597/? [55:31<00:00,  2.88it/s]
Epoch 0: |          | 9598/? [55:31<00:00,  2.88it/s]
Epoch 0: |          | 9598/? [55:31<00:00,  2.88it/s]
Epoch 0: |          | 9599/? [55:31<00:00,  2.88it/s]
Epoch 0: |          | 9599/? [55:31<00:00,  2.88it/s]
Epoch 0: |          | 9600/? [55:32<00:00,  2.88it/s]
Epoch 0: |          | 9600/? [55:32<00:00,  2.88it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.91it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.72it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.43it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.43it/s]

Epoch 0: |          | 9600/? [55:32<00:00,  2.88it/s]
Epoch 0: |          | 9601/? [55:32<00:00,  2.88it/s]
Epoch 0: |          | 9601/? [55:32<00:00,  2.88it/s]
Epoch 0: |          | 9602/? [55:33<00:00,  2.88it/s]
Epoch 0: |          | 9602/? [55:33<00:00,  2.88it/s]
Epoch 0: |          | 9603/? [55:33<00:00,  2.88it/s]
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Epoch 0: |          | 9604/? [55:33<00:00,  2.88it/s]
Epoch 0: |          | 9604/? [55:33<00:00,  2.88it/s]
Epoch 0: |          | 9605/? [55:33<00:00,  2.88it/s]
Epoch 0: |          | 9605/? [55:33<00:00,  2.88it/s]
Epoch 0: |          | 9606/? [55:34<00:00,  2.88it/s]
Epoch 0: |          | 9606/? [55:34<00:00,  2.88it/s]
Epoch 0: |          | 9607/? [55:34<00:00,  2.88it/s]
Epoch 0: |          | 9607/? [55:34<00:00,  2.88it/s]
Epoch 0: |          | 9608/? [55:34<00:00,  2.88it/s]
Epoch 0: |          | 9608/? [55:34<00:00,  2.88it/s]
Epoch 0: |          | 9609/? [55:34<00:00,  2.88it/s]
Epoch 0: |          | 9609/? [55:34<00:00,  2.88it/s]
Epoch 0: |          | 9610/? [55:35<00:00,  2.88it/s]
Epoch 0: |          | 9610/? [55:35<00:00,  2.88it/s]
Epoch 0: |          | 9611/? [55:35<00:00,  2.88it/s]
Epoch 0: |          | 9611/? [55:35<00:00,  2.88it/s]
Epoch 0: |          | 9612/? [55:35<00:00,  2.88it/s]
Epoch 0: |          | 9612/? [55:35<00:00,  2.88it/s]
Epoch 0: |          | 9613/? [55:36<00:00,  2.88it/s]
Epoch 0: |          | 9613/? [55:36<00:00,  2.88it/s]
Epoch 0: |          | 9614/? [55:36<00:00,  2.88it/s]
Epoch 0: |          | 9614/? [55:36<00:00,  2.88it/s]
Epoch 0: |          | 9615/? [55:36<00:00,  2.88it/s]
Epoch 0: |          | 9615/? [55:36<00:00,  2.88it/s]
Epoch 0: |          | 9616/? [55:36<00:00,  2.88it/s]
Epoch 0: |          | 9616/? [55:36<00:00,  2.88it/s]
Epoch 0: |          | 9617/? [55:37<00:00,  2.88it/s]
Epoch 0: |          | 9617/? [55:37<00:00,  2.88it/s]
Epoch 0: |          | 9618/? [55:37<00:00,  2.88it/s]
Epoch 0: |          | 9618/? [55:37<00:00,  2.88it/s]
Epoch 0: |          | 9619/? [55:37<00:00,  2.88it/s]
Epoch 0: |          | 9619/? [55:37<00:00,  2.88it/s]
Epoch 0: |          | 9620/? [55:37<00:00,  2.88it/s]
Epoch 0: |          | 9620/? [55:37<00:00,  2.88it/s]
Epoch 0: |          | 9621/? [55:38<00:00,  2.88it/s]
Epoch 0: |          | 9621/? [55:38<00:00,  2.88it/s]
Epoch 0: |          | 9622/? [55:38<00:00,  2.88it/s]
Epoch 0: |          | 9622/? [55:38<00:00,  2.88it/s]
Epoch 0: |          | 9623/? [55:38<00:00,  2.88it/s]
Epoch 0: |          | 9623/? [55:38<00:00,  2.88it/s]
Epoch 0: |          | 9624/? [55:39<00:00,  2.88it/s]
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Epoch 0: |          | 9663/? [55:49<00:00,  2.88it/s]
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Epoch 0: |          | 9669/? [55:51<00:00,  2.88it/s]
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Epoch 0: |          | 9671/? [55:52<00:00,  2.89it/s]
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Epoch 0: |          | 9672/? [55:52<00:00,  2.89it/s]
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Epoch 0: |          | 9673/? [55:52<00:00,  2.89it/s]
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Epoch 0: |          | 9674/? [55:52<00:00,  2.89it/s]
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Epoch 0: |          | 9676/? [55:53<00:00,  2.89it/s]
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Epoch 0: |          | 9686/? [55:56<00:00,  2.89it/s]
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Epoch 0: |          | 9687/? [55:56<00:00,  2.89it/s]
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Epoch 0: |          | 9688/? [55:56<00:00,  2.89it/s]
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Epoch 0: |          | 9689/? [55:57<00:00,  2.89it/s]
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Epoch 0: |          | 9690/? [55:57<00:00,  2.89it/s]
Epoch 0: |          | 9690/? [55:57<00:00,  2.89it/s]
Epoch 0: |          | 9691/? [55:57<00:00,  2.89it/s]
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Epoch 0: |          | 9692/? [55:57<00:00,  2.89it/s]
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Epoch 0: |          | 9693/? [55:58<00:00,  2.89it/s]
Epoch 0: |          | 9693/? [55:58<00:00,  2.89it/s]
Epoch 0: |          | 9694/? [55:58<00:00,  2.89it/s]
Epoch 0: |          | 9694/? [55:58<00:00,  2.89it/s]
Epoch 0: |          | 9695/? [55:58<00:00,  2.89it/s]
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Epoch 0: |          | 9696/? [55:58<00:00,  2.89it/s]
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Epoch 0: |          | 9697/? [55:59<00:00,  2.89it/s]
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Epoch 0: |          | 9698/? [55:59<00:00,  2.89it/s]
Epoch 0: |          | 9698/? [55:59<00:00,  2.89it/s]
Epoch 0: |          | 9699/? [55:59<00:00,  2.89it/s]
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Epoch 0: |          | 9700/? [56:00<00:00,  2.89it/s]
Epoch 0: |          | 9700/? [56:00<00:00,  2.89it/s]
Epoch 0: |          | 9701/? [56:00<00:00,  2.89it/s]
Epoch 0: |          | 9701/? [56:00<00:00,  2.89it/s]
Epoch 0: |          | 9702/? [56:00<00:00,  2.89it/s]
Epoch 0: |          | 9702/? [56:00<00:00,  2.89it/s]
Epoch 0: |          | 9703/? [56:00<00:00,  2.89it/s]
Epoch 0: |          | 9703/? [56:00<00:00,  2.89it/s]
Epoch 0: |          | 9704/? [56:01<00:00,  2.89it/s]
Epoch 0: |          | 9704/? [56:01<00:00,  2.89it/s]
Epoch 0: |          | 9705/? [56:01<00:00,  2.89it/s]
Epoch 0: |          | 9705/? [56:01<00:00,  2.89it/s]
Epoch 0: |          | 9706/? [56:01<00:00,  2.89it/s]
Epoch 0: |          | 9706/? [56:01<00:00,  2.89it/s]
Epoch 0: |          | 9707/? [56:01<00:00,  2.89it/s]
Epoch 0: |          | 9707/? [56:01<00:00,  2.89it/s]
Epoch 0: |          | 9708/? [56:02<00:00,  2.89it/s]
Epoch 0: |          | 9708/? [56:02<00:00,  2.89it/s]
Epoch 0: |          | 9709/? [56:02<00:00,  2.89it/s]
Epoch 0: |          | 9709/? [56:02<00:00,  2.89it/s]
Epoch 0: |          | 9710/? [56:02<00:00,  2.89it/s]
Epoch 0: |          | 9710/? [56:02<00:00,  2.89it/s]
Epoch 0: |          | 9711/? [56:03<00:00,  2.89it/s]
Epoch 0: |          | 9711/? [56:03<00:00,  2.89it/s]
Epoch 0: |          | 9712/? [56:03<00:00,  2.89it/s]
Epoch 0: |          | 9712/? [56:03<00:00,  2.89it/s]
Epoch 0: |          | 9713/? [56:03<00:00,  2.89it/s]
Epoch 0: |          | 9713/? [56:03<00:00,  2.89it/s]
Epoch 0: |          | 9714/? [56:03<00:00,  2.89it/s]
Epoch 0: |          | 9714/? [56:03<00:00,  2.89it/s]
Epoch 0: |          | 9715/? [56:04<00:00,  2.89it/s]
Epoch 0: |          | 9715/? [56:04<00:00,  2.89it/s]
Epoch 0: |          | 9716/? [56:04<00:00,  2.89it/s]
Epoch 0: |          | 9716/? [56:04<00:00,  2.89it/s]
Epoch 0: |          | 9717/? [56:04<00:00,  2.89it/s]
Epoch 0: |          | 9717/? [56:04<00:00,  2.89it/s]
Epoch 0: |          | 9718/? [56:04<00:00,  2.89it/s]
Epoch 0: |          | 9718/? [56:04<00:00,  2.89it/s]
Epoch 0: |          | 9719/? [56:05<00:00,  2.89it/s]
Epoch 0: |          | 9719/? [56:05<00:00,  2.89it/s]
Epoch 0: |          | 9720/? [56:05<00:00,  2.89it/s]
Epoch 0: |          | 9720/? [56:05<00:00,  2.89it/s]
Epoch 0: |          | 9721/? [56:05<00:00,  2.89it/s]
Epoch 0: |          | 9721/? [56:05<00:00,  2.89it/s]
Epoch 0: |          | 9722/? [56:06<00:00,  2.89it/s]
Epoch 0: |          | 9722/? [56:06<00:00,  2.89it/s]
Epoch 0: |          | 9723/? [56:06<00:00,  2.89it/s]
Epoch 0: |          | 9723/? [56:06<00:00,  2.89it/s]
Epoch 0: |          | 9724/? [56:06<00:00,  2.89it/s]
Epoch 0: |          | 9724/? [56:06<00:00,  2.89it/s]
Epoch 0: |          | 9725/? [56:06<00:00,  2.89it/s]
Epoch 0: |          | 9725/? [56:06<00:00,  2.89it/s]
Epoch 0: |          | 9726/? [56:07<00:00,  2.89it/s]
Epoch 0: |          | 9726/? [56:07<00:00,  2.89it/s]
Epoch 0: |          | 9727/? [56:07<00:00,  2.89it/s]
Epoch 0: |          | 9727/? [56:07<00:00,  2.89it/s]
Epoch 0: |          | 9728/? [56:07<00:00,  2.89it/s]
Epoch 0: |          | 9728/? [56:07<00:00,  2.89it/s]
Epoch 0: |          | 9729/? [56:08<00:00,  2.89it/s]
Epoch 0: |          | 9729/? [56:08<00:00,  2.89it/s]
Epoch 0: |          | 9730/? [56:08<00:00,  2.89it/s]
Epoch 0: |          | 9730/? [56:08<00:00,  2.89it/s]
Epoch 0: |          | 9731/? [56:08<00:00,  2.89it/s]
Epoch 0: |          | 9731/? [56:08<00:00,  2.89it/s]
Epoch 0: |          | 9732/? [56:08<00:00,  2.89it/s]
Epoch 0: |          | 9732/? [56:08<00:00,  2.89it/s]
Epoch 0: |          | 9733/? [56:09<00:00,  2.89it/s]
Epoch 0: |          | 9733/? [56:09<00:00,  2.89it/s]
Epoch 0: |          | 9734/? [56:09<00:00,  2.89it/s]
Epoch 0: |          | 9734/? [56:09<00:00,  2.89it/s]
Epoch 0: |          | 9735/? [56:09<00:00,  2.89it/s]
Epoch 0: |          | 9735/? [56:09<00:00,  2.89it/s]
Epoch 0: |          | 9736/? [56:09<00:00,  2.89it/s]
Epoch 0: |          | 9736/? [56:09<00:00,  2.89it/s]
Epoch 0: |          | 9737/? [56:10<00:00,  2.89it/s]
Epoch 0: |          | 9737/? [56:10<00:00,  2.89it/s]
Epoch 0: |          | 9738/? [56:10<00:00,  2.89it/s]
Epoch 0: |          | 9738/? [56:10<00:00,  2.89it/s]
Epoch 0: |          | 9739/? [56:10<00:00,  2.89it/s]
Epoch 0: |          | 9739/? [56:10<00:00,  2.89it/s]
Epoch 0: |          | 9740/? [56:11<00:00,  2.89it/s]
Epoch 0: |          | 9740/? [56:11<00:00,  2.89it/s]
Epoch 0: |          | 9741/? [56:11<00:00,  2.89it/s]
Epoch 0: |          | 9741/? [56:11<00:00,  2.89it/s]
Epoch 0: |          | 9742/? [56:11<00:00,  2.89it/s]
Epoch 0: |          | 9742/? [56:11<00:00,  2.89it/s]
Epoch 0: |          | 9743/? [56:11<00:00,  2.89it/s]
Epoch 0: |          | 9743/? [56:11<00:00,  2.89it/s]
Epoch 0: |          | 9744/? [56:12<00:00,  2.89it/s]
Epoch 0: |          | 9744/? [56:12<00:00,  2.89it/s]
Epoch 0: |          | 9745/? [56:12<00:00,  2.89it/s]
Epoch 0: |          | 9745/? [56:12<00:00,  2.89it/s]
Epoch 0: |          | 9746/? [56:12<00:00,  2.89it/s]
Epoch 0: |          | 9746/? [56:12<00:00,  2.89it/s]
Epoch 0: |          | 9747/? [56:12<00:00,  2.89it/s]
Epoch 0: |          | 9747/? [56:12<00:00,  2.89it/s]
Epoch 0: |          | 9748/? [56:13<00:00,  2.89it/s]
Epoch 0: |          | 9748/? [56:13<00:00,  2.89it/s]
Epoch 0: |          | 9749/? [56:13<00:00,  2.89it/s]
Epoch 0: |          | 9749/? [56:13<00:00,  2.89it/s]
Epoch 0: |          | 9750/? [56:13<00:00,  2.89it/s]
Epoch 0: |          | 9750/? [56:13<00:00,  2.89it/s]
Epoch 0: |          | 9751/? [56:14<00:00,  2.89it/s]
Epoch 0: |          | 9751/? [56:14<00:00,  2.89it/s]
Epoch 0: |          | 9752/? [56:14<00:00,  2.89it/s]
Epoch 0: |          | 9752/? [56:14<00:00,  2.89it/s]
Epoch 0: |          | 9753/? [56:14<00:00,  2.89it/s]
Epoch 0: |          | 9753/? [56:14<00:00,  2.89it/s]
Epoch 0: |          | 9754/? [56:14<00:00,  2.89it/s]
Epoch 0: |          | 9754/? [56:14<00:00,  2.89it/s]
Epoch 0: |          | 9755/? [56:15<00:00,  2.89it/s]
Epoch 0: |          | 9755/? [56:15<00:00,  2.89it/s]
Epoch 0: |          | 9756/? [56:15<00:00,  2.89it/s]
Epoch 0: |          | 9756/? [56:15<00:00,  2.89it/s]
Epoch 0: |          | 9757/? [56:15<00:00,  2.89it/s]
Epoch 0: |          | 9757/? [56:15<00:00,  2.89it/s]
Epoch 0: |          | 9758/? [56:16<00:00,  2.89it/s]
Epoch 0: |          | 9758/? [56:16<00:00,  2.89it/s]
Epoch 0: |          | 9759/? [56:16<00:00,  2.89it/s]
Epoch 0: |          | 9759/? [56:16<00:00,  2.89it/s]
Epoch 0: |          | 9760/? [56:16<00:00,  2.89it/s]
Epoch 0: |          | 9760/? [56:16<00:00,  2.89it/s]
Epoch 0: |          | 9761/? [56:16<00:00,  2.89it/s]
Epoch 0: |          | 9761/? [56:16<00:00,  2.89it/s]
Epoch 0: |          | 9762/? [56:17<00:00,  2.89it/s]
Epoch 0: |          | 9762/? [56:17<00:00,  2.89it/s]
Epoch 0: |          | 9763/? [56:17<00:00,  2.89it/s]
Epoch 0: |          | 9763/? [56:17<00:00,  2.89it/s]
Epoch 0: |          | 9764/? [56:17<00:00,  2.89it/s]
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Epoch 0: |          | 9769/? [56:18<00:00,  2.89it/s]
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Epoch 0: |          | 9770/? [56:19<00:00,  2.89it/s]
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Epoch 0: |          | 9771/? [56:19<00:00,  2.89it/s]
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Epoch 0: |          | 9772/? [56:19<00:00,  2.89it/s]
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Epoch 0: |          | 9773/? [56:20<00:00,  2.89it/s]
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Epoch 0: |          | 9776/? [56:20<00:00,  2.89it/s]
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Epoch 0: |          | 9777/? [56:21<00:00,  2.89it/s]
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Epoch 0: |          | 9778/? [56:21<00:00,  2.89it/s]
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Epoch 0: |          | 9780/? [56:22<00:00,  2.89it/s]
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Epoch 0: |          | 9781/? [56:22<00:00,  2.89it/s]
Epoch 0: |          | 9781/? [56:22<00:00,  2.89it/s]
Epoch 0: |          | 9782/? [56:22<00:00,  2.89it/s]
Epoch 0: |          | 9782/? [56:22<00:00,  2.89it/s]
Epoch 0: |          | 9783/? [56:22<00:00,  2.89it/s]
Epoch 0: |          | 9783/? [56:22<00:00,  2.89it/s]
Epoch 0: |          | 9784/? [56:23<00:00,  2.89it/s]
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Epoch 0: |          | 9787/? [56:24<00:00,  2.89it/s]
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Epoch 0: |          | 9790/? [56:24<00:00,  2.89it/s]
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Epoch 0: |          | 9791/? [56:25<00:00,  2.89it/s]
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Epoch 0: |          | 9795/? [56:26<00:00,  2.89it/s]
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Epoch 0: |          | 9798/? [56:27<00:00,  2.89it/s]
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Epoch 0: |          | 9799/? [56:27<00:00,  2.89it/s]
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Epoch 0: |          | 9800/? [56:27<00:00,  2.89it/s]
Epoch 0: |          | 9800/? [56:27<00:00,  2.89it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.65it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.74it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.12it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.44it/s]

Epoch 0: |          | 9800/? [56:27<00:00,  2.89it/s]
Epoch 0: |          | 9801/? [56:28<00:00,  2.89it/s]
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Epoch 0: |          | 9802/? [56:28<00:00,  2.89it/s]
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Epoch 0: |          | 9803/? [56:28<00:00,  2.89it/s]
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Epoch 0: |          | 9804/? [56:28<00:00,  2.89it/s]
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Epoch 0: |          | 9805/? [56:29<00:00,  2.89it/s]
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Epoch 0: |          | 9806/? [56:29<00:00,  2.89it/s]
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Epoch 0: |          | 9807/? [56:29<00:00,  2.89it/s]
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Epoch 0: |          | 9808/? [56:30<00:00,  2.89it/s]
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Epoch 0: |          | 9809/? [56:30<00:00,  2.89it/s]
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Epoch 0: |          | 9810/? [56:30<00:00,  2.89it/s]
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Epoch 0: |          | 9811/? [56:30<00:00,  2.89it/s]
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Epoch 0: |          | 9812/? [56:31<00:00,  2.89it/s]
Epoch 0: |          | 9812/? [56:31<00:00,  2.89it/s]
Epoch 0: |          | 9813/? [56:31<00:00,  2.89it/s]
Epoch 0: |          | 9813/? [56:31<00:00,  2.89it/s]
Epoch 0: |          | 9814/? [56:31<00:00,  2.89it/s]
Epoch 0: |          | 9814/? [56:31<00:00,  2.89it/s]
Epoch 0: |          | 9815/? [56:32<00:00,  2.89it/s]
Epoch 0: |          | 9815/? [56:32<00:00,  2.89it/s]
Epoch 0: |          | 9816/? [56:32<00:00,  2.89it/s]
Epoch 0: |          | 9816/? [56:32<00:00,  2.89it/s]
Epoch 0: |          | 9817/? [56:32<00:00,  2.89it/s]
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Epoch 0: |          | 9818/? [56:32<00:00,  2.89it/s]
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Epoch 0: |          | 9819/? [56:33<00:00,  2.89it/s]
Epoch 0: |          | 9819/? [56:33<00:00,  2.89it/s]
Epoch 0: |          | 9820/? [56:33<00:00,  2.89it/s]
Epoch 0: |          | 9820/? [56:33<00:00,  2.89it/s]
Epoch 0: |          | 9821/? [56:33<00:00,  2.89it/s]
Epoch 0: |          | 9821/? [56:33<00:00,  2.89it/s]
Epoch 0: |          | 9822/? [56:33<00:00,  2.89it/s]
Epoch 0: |          | 9822/? [56:33<00:00,  2.89it/s]
Epoch 0: |          | 9823/? [56:34<00:00,  2.89it/s]
Epoch 0: |          | 9823/? [56:34<00:00,  2.89it/s]
Epoch 0: |          | 9824/? [56:34<00:00,  2.89it/s]
Epoch 0: |          | 9824/? [56:34<00:00,  2.89it/s]
Epoch 0: |          | 9825/? [56:34<00:00,  2.89it/s]
Epoch 0: |          | 9825/? [56:34<00:00,  2.89it/s]
Epoch 0: |          | 9826/? [56:35<00:00,  2.89it/s]
Epoch 0: |          | 9826/? [56:35<00:00,  2.89it/s]
Epoch 0: |          | 9827/? [56:35<00:00,  2.89it/s]
Epoch 0: |          | 9827/? [56:35<00:00,  2.89it/s]
Epoch 0: |          | 9828/? [56:35<00:00,  2.89it/s]
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Epoch 0: |          | 9829/? [56:35<00:00,  2.89it/s]
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Epoch 0: |          | 9830/? [56:36<00:00,  2.89it/s]
Epoch 0: |          | 9830/? [56:36<00:00,  2.89it/s]
Epoch 0: |          | 9831/? [56:36<00:00,  2.89it/s]
Epoch 0: |          | 9831/? [56:36<00:00,  2.89it/s]
Epoch 0: |          | 9832/? [56:36<00:00,  2.89it/s]
Epoch 0: |          | 9832/? [56:36<00:00,  2.89it/s]
Epoch 0: |          | 9833/? [56:36<00:00,  2.89it/s]
Epoch 0: |          | 9833/? [56:36<00:00,  2.89it/s]
Epoch 0: |          | 9834/? [56:37<00:00,  2.89it/s]
Epoch 0: |          | 9834/? [56:37<00:00,  2.89it/s]
Epoch 0: |          | 9835/? [56:37<00:00,  2.89it/s]
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Epoch 0: |          | 9836/? [56:37<00:00,  2.89it/s]
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Epoch 0: |          | 9837/? [56:38<00:00,  2.89it/s]
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Epoch 0: |          | 9838/? [56:38<00:00,  2.89it/s]
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Epoch 0: |          | 9839/? [56:38<00:00,  2.89it/s]
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Epoch 0: |          | 9840/? [56:38<00:00,  2.90it/s]
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Epoch 0: |          | 9841/? [56:39<00:00,  2.90it/s]
Epoch 0: |          | 9841/? [56:39<00:00,  2.90it/s]
Epoch 0: |          | 9842/? [56:39<00:00,  2.90it/s]
Epoch 0: |          | 9842/? [56:39<00:00,  2.90it/s]
Epoch 0: |          | 9843/? [56:39<00:00,  2.90it/s]
Epoch 0: |          | 9843/? [56:39<00:00,  2.90it/s]
Epoch 0: |          | 9844/? [56:40<00:00,  2.90it/s]
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Epoch 0: |          | 9845/? [56:40<00:00,  2.90it/s]
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Epoch 0: |          | 9847/? [56:40<00:00,  2.90it/s]
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Epoch 0: |          | 9848/? [56:41<00:00,  2.90it/s]
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Epoch 0: |          | 9849/? [56:41<00:00,  2.90it/s]
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Epoch 0: |          | 9850/? [56:41<00:00,  2.90it/s]
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Epoch 0: |          | 9851/? [56:41<00:00,  2.90it/s]
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Epoch 0: |          | 9852/? [56:42<00:00,  2.90it/s]
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Epoch 0: |          | 9853/? [56:42<00:00,  2.90it/s]
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Epoch 0: |          | 9854/? [56:42<00:00,  2.90it/s]
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Epoch 0: |          | 9855/? [56:43<00:00,  2.90it/s]
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Epoch 0: |          | 9861/? [56:44<00:00,  2.90it/s]
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Epoch 0: |          | 9864/? [56:45<00:00,  2.90it/s]
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Epoch 0: |          | 9865/? [56:45<00:00,  2.90it/s]
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Epoch 0: |          | 9866/? [56:46<00:00,  2.90it/s]
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Epoch 0: |          | 9867/? [56:46<00:00,  2.90it/s]
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Epoch 0: |          | 9868/? [56:46<00:00,  2.90it/s]
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Epoch 0: |          | 9869/? [56:46<00:00,  2.90it/s]
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Epoch 0: |          | 9870/? [56:47<00:00,  2.90it/s]
Epoch 0: |          | 9870/? [56:47<00:00,  2.90it/s]
Epoch 0: |          | 9871/? [56:47<00:00,  2.90it/s]
Epoch 0: |          | 9871/? [56:47<00:00,  2.90it/s]
Epoch 0: |          | 9872/? [56:47<00:00,  2.90it/s]
Epoch 0: |          | 9872/? [56:47<00:00,  2.90it/s]
Epoch 0: |          | 9873/? [56:48<00:00,  2.90it/s]
Epoch 0: |          | 9873/? [56:48<00:00,  2.90it/s]
Epoch 0: |          | 9874/? [56:48<00:00,  2.90it/s]
Epoch 0: |          | 9874/? [56:48<00:00,  2.90it/s]
Epoch 0: |          | 9875/? [56:48<00:00,  2.90it/s]
Epoch 0: |          | 9875/? [56:48<00:00,  2.90it/s]
Epoch 0: |          | 9876/? [56:48<00:00,  2.90it/s]
Epoch 0: |          | 9876/? [56:48<00:00,  2.90it/s]
Epoch 0: |          | 9877/? [56:49<00:00,  2.90it/s]
Epoch 0: |          | 9877/? [56:49<00:00,  2.90it/s]
Epoch 0: |          | 9878/? [56:49<00:00,  2.90it/s]
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Epoch 0: |          | 9879/? [56:49<00:00,  2.90it/s]
Epoch 0: |          | 9879/? [56:49<00:00,  2.90it/s]
Epoch 0: |          | 9880/? [56:50<00:00,  2.90it/s]
Epoch 0: |          | 9880/? [56:50<00:00,  2.90it/s]
Epoch 0: |          | 9881/? [56:50<00:00,  2.90it/s]
Epoch 0: |          | 9881/? [56:50<00:00,  2.90it/s]
Epoch 0: |          | 9882/? [56:50<00:00,  2.90it/s]
Epoch 0: |          | 9882/? [56:50<00:00,  2.90it/s]
Epoch 0: |          | 9883/? [56:50<00:00,  2.90it/s]
Epoch 0: |          | 9883/? [56:50<00:00,  2.90it/s]
Epoch 0: |          | 9884/? [56:51<00:00,  2.90it/s]
Epoch 0: |          | 9884/? [56:51<00:00,  2.90it/s]
Epoch 0: |          | 9885/? [56:51<00:00,  2.90it/s]
Epoch 0: |          | 9885/? [56:51<00:00,  2.90it/s]
Epoch 0: |          | 9886/? [56:51<00:00,  2.90it/s]
Epoch 0: |          | 9886/? [56:51<00:00,  2.90it/s]
Epoch 0: |          | 9887/? [56:51<00:00,  2.90it/s]
Epoch 0: |          | 9887/? [56:51<00:00,  2.90it/s]
Epoch 0: |          | 9888/? [56:52<00:00,  2.90it/s]
Epoch 0: |          | 9888/? [56:52<00:00,  2.90it/s]
Epoch 0: |          | 9889/? [56:52<00:00,  2.90it/s]
Epoch 0: |          | 9889/? [56:52<00:00,  2.90it/s]
Epoch 0: |          | 9890/? [56:52<00:00,  2.90it/s]
Epoch 0: |          | 9890/? [56:52<00:00,  2.90it/s]
Epoch 0: |          | 9891/? [56:53<00:00,  2.90it/s]
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Epoch 0: |          | 9892/? [56:53<00:00,  2.90it/s]
Epoch 0: |          | 9892/? [56:53<00:00,  2.90it/s]
Epoch 0: |          | 9893/? [56:53<00:00,  2.90it/s]
Epoch 0: |          | 9893/? [56:53<00:00,  2.90it/s]
Epoch 0: |          | 9894/? [56:53<00:00,  2.90it/s]
Epoch 0: |          | 9894/? [56:53<00:00,  2.90it/s]
Epoch 0: |          | 9895/? [56:54<00:00,  2.90it/s]
Epoch 0: |          | 9895/? [56:54<00:00,  2.90it/s]
Epoch 0: |          | 9896/? [56:54<00:00,  2.90it/s]
Epoch 0: |          | 9896/? [56:54<00:00,  2.90it/s]
Epoch 0: |          | 9897/? [56:54<00:00,  2.90it/s]
Epoch 0: |          | 9897/? [56:54<00:00,  2.90it/s]
Epoch 0: |          | 9898/? [56:55<00:00,  2.90it/s]
Epoch 0: |          | 9898/? [56:55<00:00,  2.90it/s]
Epoch 0: |          | 9899/? [56:55<00:00,  2.90it/s]
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Epoch 0: |          | 9900/? [56:55<00:00,  2.90it/s]
Epoch 0: |          | 9900/? [56:55<00:00,  2.90it/s]
Epoch 0: |          | 9901/? [56:55<00:00,  2.90it/s]
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Epoch 0: |          | 9902/? [56:56<00:00,  2.90it/s]
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Epoch 0: |          | 9903/? [56:56<00:00,  2.90it/s]
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Epoch 0: |          | 9904/? [56:56<00:00,  2.90it/s]
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Epoch 0: |          | 9905/? [56:56<00:00,  2.90it/s]
Epoch 0: |          | 9905/? [56:56<00:00,  2.90it/s]
Epoch 0: |          | 9906/? [56:57<00:00,  2.90it/s]
Epoch 0: |          | 9906/? [56:57<00:00,  2.90it/s]
Epoch 0: |          | 9907/? [56:57<00:00,  2.90it/s]
Epoch 0: |          | 9907/? [56:57<00:00,  2.90it/s]
Epoch 0: |          | 9908/? [56:57<00:00,  2.90it/s]
Epoch 0: |          | 9908/? [56:57<00:00,  2.90it/s]
Epoch 0: |          | 9909/? [56:58<00:00,  2.90it/s]
Epoch 0: |          | 9909/? [56:58<00:00,  2.90it/s]
Epoch 0: |          | 9910/? [56:58<00:00,  2.90it/s]
Epoch 0: |          | 9910/? [56:58<00:00,  2.90it/s]
Epoch 0: |          | 9911/? [56:58<00:00,  2.90it/s]
Epoch 0: |          | 9911/? [56:58<00:00,  2.90it/s]
Epoch 0: |          | 9912/? [56:58<00:00,  2.90it/s]
Epoch 0: |          | 9912/? [56:58<00:00,  2.90it/s]
Epoch 0: |          | 9913/? [56:59<00:00,  2.90it/s]
Epoch 0: |          | 9913/? [56:59<00:00,  2.90it/s]
Epoch 0: |          | 9914/? [56:59<00:00,  2.90it/s]
Epoch 0: |          | 9914/? [56:59<00:00,  2.90it/s]
Epoch 0: |          | 9915/? [56:59<00:00,  2.90it/s]
Epoch 0: |          | 9915/? [56:59<00:00,  2.90it/s]
Epoch 0: |          | 9916/? [56:59<00:00,  2.90it/s]
Epoch 0: |          | 9916/? [56:59<00:00,  2.90it/s]
Epoch 0: |          | 9917/? [57:00<00:00,  2.90it/s]
Epoch 0: |          | 9917/? [57:00<00:00,  2.90it/s]
Epoch 0: |          | 9918/? [57:00<00:00,  2.90it/s]
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Epoch 0: |          | 9919/? [57:00<00:00,  2.90it/s]
Epoch 0: |          | 9919/? [57:00<00:00,  2.90it/s]
Epoch 0: |          | 9920/? [57:01<00:00,  2.90it/s]
Epoch 0: |          | 9920/? [57:01<00:00,  2.90it/s]
Epoch 0: |          | 9921/? [57:01<00:00,  2.90it/s]
Epoch 0: |          | 9921/? [57:01<00:00,  2.90it/s]
Epoch 0: |          | 9922/? [57:01<00:00,  2.90it/s]
Epoch 0: |          | 9922/? [57:01<00:00,  2.90it/s]
Epoch 0: |          | 9923/? [57:01<00:00,  2.90it/s]
Epoch 0: |          | 9923/? [57:01<00:00,  2.90it/s]
Epoch 0: |          | 9924/? [57:02<00:00,  2.90it/s]
Epoch 0: |          | 9924/? [57:02<00:00,  2.90it/s]
Epoch 0: |          | 9925/? [57:02<00:00,  2.90it/s]
Epoch 0: |          | 9925/? [57:02<00:00,  2.90it/s]
Epoch 0: |          | 9926/? [57:02<00:00,  2.90it/s]
Epoch 0: |          | 9926/? [57:02<00:00,  2.90it/s]
Epoch 0: |          | 9927/? [57:02<00:00,  2.90it/s]
Epoch 0: |          | 9927/? [57:02<00:00,  2.90it/s]
Epoch 0: |          | 9928/? [57:03<00:00,  2.90it/s]
Epoch 0: |          | 9928/? [57:03<00:00,  2.90it/s]
Epoch 0: |          | 9929/? [57:03<00:00,  2.90it/s]
Epoch 0: |          | 9929/? [57:03<00:00,  2.90it/s]
Epoch 0: |          | 9930/? [57:03<00:00,  2.90it/s]
Epoch 0: |          | 9930/? [57:03<00:00,  2.90it/s]
Epoch 0: |          | 9931/? [57:04<00:00,  2.90it/s]
Epoch 0: |          | 9931/? [57:04<00:00,  2.90it/s]
Epoch 0: |          | 9932/? [57:04<00:00,  2.90it/s]
Epoch 0: |          | 9932/? [57:04<00:00,  2.90it/s]
Epoch 0: |          | 9933/? [57:04<00:00,  2.90it/s]
Epoch 0: |          | 9933/? [57:04<00:00,  2.90it/s]
Epoch 0: |          | 9934/? [57:04<00:00,  2.90it/s]
Epoch 0: |          | 9934/? [57:04<00:00,  2.90it/s]
Epoch 0: |          | 9935/? [57:05<00:00,  2.90it/s]
Epoch 0: |          | 9935/? [57:05<00:00,  2.90it/s]
Epoch 0: |          | 9936/? [57:05<00:00,  2.90it/s]
Epoch 0: |          | 9936/? [57:05<00:00,  2.90it/s]
Epoch 0: |          | 9937/? [57:05<00:00,  2.90it/s]
Epoch 0: |          | 9937/? [57:05<00:00,  2.90it/s]
Epoch 0: |          | 9938/? [57:06<00:00,  2.90it/s]
Epoch 0: |          | 9938/? [57:06<00:00,  2.90it/s]
Epoch 0: |          | 9939/? [57:06<00:00,  2.90it/s]
Epoch 0: |          | 9939/? [57:06<00:00,  2.90it/s]
Epoch 0: |          | 9940/? [57:06<00:00,  2.90it/s]
Epoch 0: |          | 9940/? [57:06<00:00,  2.90it/s]
Epoch 0: |          | 9941/? [57:06<00:00,  2.90it/s]
Epoch 0: |          | 9941/? [57:06<00:00,  2.90it/s]
Epoch 0: |          | 9942/? [57:07<00:00,  2.90it/s]
Epoch 0: |          | 9942/? [57:07<00:00,  2.90it/s]
Epoch 0: |          | 9943/? [57:07<00:00,  2.90it/s]
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Epoch 0: |          | 9944/? [57:07<00:00,  2.90it/s]
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Epoch 0: |          | 9945/? [57:08<00:00,  2.90it/s]
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Epoch 0: |          | 9946/? [57:08<00:00,  2.90it/s]
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Epoch 0: |          | 9947/? [57:08<00:00,  2.90it/s]
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Epoch 0: |          | 9948/? [57:08<00:00,  2.90it/s]
Epoch 0: |          | 9948/? [57:08<00:00,  2.90it/s]
Epoch 0: |          | 9949/? [57:09<00:00,  2.90it/s]
Epoch 0: |          | 9949/? [57:09<00:00,  2.90it/s]
Epoch 0: |          | 9950/? [57:09<00:00,  2.90it/s]
Epoch 0: |          | 9950/? [57:09<00:00,  2.90it/s]
Epoch 0: |          | 9951/? [57:09<00:00,  2.90it/s]
Epoch 0: |          | 9951/? [57:09<00:00,  2.90it/s]
Epoch 0: |          | 9952/? [57:09<00:00,  2.90it/s]
Epoch 0: |          | 9952/? [57:09<00:00,  2.90it/s]
Epoch 0: |          | 9953/? [57:10<00:00,  2.90it/s]
Epoch 0: |          | 9953/? [57:10<00:00,  2.90it/s]
Epoch 0: |          | 9954/? [57:10<00:00,  2.90it/s]
Epoch 0: |          | 9954/? [57:10<00:00,  2.90it/s]
Epoch 0: |          | 9955/? [57:10<00:00,  2.90it/s]
Epoch 0: |          | 9955/? [57:10<00:00,  2.90it/s]
Epoch 0: |          | 9956/? [57:11<00:00,  2.90it/s]
Epoch 0: |          | 9956/? [57:11<00:00,  2.90it/s]
Epoch 0: |          | 9957/? [57:11<00:00,  2.90it/s]
Epoch 0: |          | 9957/? [57:11<00:00,  2.90it/s]
Epoch 0: |          | 9958/? [57:11<00:00,  2.90it/s]
Epoch 0: |          | 9958/? [57:11<00:00,  2.90it/s]
Epoch 0: |          | 9959/? [57:11<00:00,  2.90it/s]
Epoch 0: |          | 9959/? [57:11<00:00,  2.90it/s]
Epoch 0: |          | 9960/? [57:12<00:00,  2.90it/s]
Epoch 0: |          | 9960/? [57:12<00:00,  2.90it/s]
Epoch 0: |          | 9961/? [57:12<00:00,  2.90it/s]
Epoch 0: |          | 9961/? [57:12<00:00,  2.90it/s]
Epoch 0: |          | 9962/? [57:12<00:00,  2.90it/s]
Epoch 0: |          | 9962/? [57:12<00:00,  2.90it/s]
Epoch 0: |          | 9963/? [57:12<00:00,  2.90it/s]
Epoch 0: |          | 9963/? [57:12<00:00,  2.90it/s]
Epoch 0: |          | 9964/? [57:13<00:00,  2.90it/s]
Epoch 0: |          | 9964/? [57:13<00:00,  2.90it/s]
Epoch 0: |          | 9965/? [57:13<00:00,  2.90it/s]
Epoch 0: |          | 9965/? [57:13<00:00,  2.90it/s]
Epoch 0: |          | 9966/? [57:13<00:00,  2.90it/s]
Epoch 0: |          | 9966/? [57:13<00:00,  2.90it/s]
Epoch 0: |          | 9967/? [57:14<00:00,  2.90it/s]
Epoch 0: |          | 9967/? [57:14<00:00,  2.90it/s]
Epoch 0: |          | 9968/? [57:14<00:00,  2.90it/s]
Epoch 0: |          | 9968/? [57:14<00:00,  2.90it/s]
Epoch 0: |          | 9969/? [57:14<00:00,  2.90it/s]
Epoch 0: |          | 9969/? [57:14<00:00,  2.90it/s]
Epoch 0: |          | 9970/? [57:14<00:00,  2.90it/s]
Epoch 0: |          | 9970/? [57:14<00:00,  2.90it/s]
Epoch 0: |          | 9971/? [57:15<00:00,  2.90it/s]
Epoch 0: |          | 9971/? [57:15<00:00,  2.90it/s]
Epoch 0: |          | 9972/? [57:15<00:00,  2.90it/s]
Epoch 0: |          | 9972/? [57:15<00:00,  2.90it/s]
Epoch 0: |          | 9973/? [57:15<00:00,  2.90it/s]
Epoch 0: |          | 9973/? [57:15<00:00,  2.90it/s]
Epoch 0: |          | 9974/? [57:15<00:00,  2.90it/s]
Epoch 0: |          | 9974/? [57:15<00:00,  2.90it/s]
Epoch 0: |          | 9975/? [57:16<00:00,  2.90it/s]
Epoch 0: |          | 9975/? [57:16<00:00,  2.90it/s]
Epoch 0: |          | 9976/? [57:16<00:00,  2.90it/s]
Epoch 0: |          | 9976/? [57:16<00:00,  2.90it/s]
Epoch 0: |          | 9977/? [57:16<00:00,  2.90it/s]
Epoch 0: |          | 9977/? [57:16<00:00,  2.90it/s]
Epoch 0: |          | 9978/? [57:17<00:00,  2.90it/s]
Epoch 0: |          | 9978/? [57:17<00:00,  2.90it/s]
Epoch 0: |          | 9979/? [57:17<00:00,  2.90it/s]
Epoch 0: |          | 9979/? [57:17<00:00,  2.90it/s]
Epoch 0: |          | 9980/? [57:17<00:00,  2.90it/s]
Epoch 0: |          | 9980/? [57:17<00:00,  2.90it/s]
Epoch 0: |          | 9981/? [57:17<00:00,  2.90it/s]
Epoch 0: |          | 9981/? [57:17<00:00,  2.90it/s]
Epoch 0: |          | 9982/? [57:18<00:00,  2.90it/s]
Epoch 0: |          | 9982/? [57:18<00:00,  2.90it/s]
Epoch 0: |          | 9983/? [57:18<00:00,  2.90it/s]
Epoch 0: |          | 9983/? [57:18<00:00,  2.90it/s]
Epoch 0: |          | 9984/? [57:18<00:00,  2.90it/s]
Epoch 0: |          | 9984/? [57:18<00:00,  2.90it/s]
Epoch 0: |          | 9985/? [57:18<00:00,  2.90it/s]
Epoch 0: |          | 9985/? [57:18<00:00,  2.90it/s]
Epoch 0: |          | 9986/? [57:19<00:00,  2.90it/s]
Epoch 0: |          | 9986/? [57:19<00:00,  2.90it/s]
Epoch 0: |          | 9987/? [57:19<00:00,  2.90it/s]
Epoch 0: |          | 9987/? [57:19<00:00,  2.90it/s]
Epoch 0: |          | 9988/? [57:19<00:00,  2.90it/s]
Epoch 0: |          | 9988/? [57:19<00:00,  2.90it/s]
Epoch 0: |          | 9989/? [57:20<00:00,  2.90it/s]
Epoch 0: |          | 9989/? [57:20<00:00,  2.90it/s]
Epoch 0: |          | 9990/? [57:20<00:00,  2.90it/s]
Epoch 0: |          | 9990/? [57:20<00:00,  2.90it/s]
Epoch 0: |          | 9991/? [57:20<00:00,  2.90it/s]
Epoch 0: |          | 9991/? [57:20<00:00,  2.90it/s]
Epoch 0: |          | 9992/? [57:20<00:00,  2.90it/s]
Epoch 0: |          | 9992/? [57:20<00:00,  2.90it/s]
Epoch 0: |          | 9993/? [57:21<00:00,  2.90it/s]
Epoch 0: |          | 9993/? [57:21<00:00,  2.90it/s]
Epoch 0: |          | 9994/? [57:21<00:00,  2.90it/s]
Epoch 0: |          | 9994/? [57:21<00:00,  2.90it/s]
Epoch 0: |          | 9995/? [57:21<00:00,  2.90it/s]
Epoch 0: |          | 9995/? [57:21<00:00,  2.90it/s]
Epoch 0: |          | 9996/? [57:21<00:00,  2.90it/s]
Epoch 0: |          | 9996/? [57:21<00:00,  2.90it/s]
Epoch 0: |          | 9997/? [57:22<00:00,  2.90it/s]
Epoch 0: |          | 9997/? [57:22<00:00,  2.90it/s]
Epoch 0: |          | 9998/? [57:22<00:00,  2.90it/s]
Epoch 0: |          | 9998/? [57:22<00:00,  2.90it/s]
Epoch 0: |          | 9999/? [57:22<00:00,  2.90it/s]
Epoch 0: |          | 9999/? [57:22<00:00,  2.90it/s]
Epoch 0: |          | 10000/? [57:23<00:00,  2.90it/s]
Epoch 0: |          | 10000/? [57:23<00:00,  2.90it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.83it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.92it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.63it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.85it/s]

Epoch 0: |          | 10000/? [57:23<00:00,  2.90it/s]
Epoch 0: |          | 10001/? [57:23<00:00,  2.90it/s]
Epoch 0: |          | 10001/? [57:23<00:00,  2.90it/s]
Epoch 0: |          | 10002/? [57:23<00:00,  2.90it/s]
Epoch 0: |          | 10002/? [57:23<00:00,  2.90it/s]
Epoch 0: |          | 10003/? [57:24<00:00,  2.90it/s]
Epoch 0: |          | 10003/? [57:24<00:00,  2.90it/s]
Epoch 0: |          | 10004/? [57:24<00:00,  2.90it/s]
Epoch 0: |          | 10004/? [57:24<00:00,  2.90it/s]
Epoch 0: |          | 10005/? [57:24<00:00,  2.90it/s]
Epoch 0: |          | 10005/? [57:24<00:00,  2.90it/s]
Epoch 0: |          | 10006/? [57:25<00:00,  2.90it/s]
Epoch 0: |          | 10006/? [57:25<00:00,  2.90it/s]
Epoch 0: |          | 10007/? [57:25<00:00,  2.90it/s]
Epoch 0: |          | 10007/? [57:25<00:00,  2.90it/s]
Epoch 0: |          | 10008/? [57:25<00:00,  2.90it/s]
Epoch 0: |          | 10008/? [57:25<00:00,  2.90it/s]
Epoch 0: |          | 10009/? [57:26<00:00,  2.90it/s]
Epoch 0: |          | 10009/? [57:26<00:00,  2.90it/s]
Epoch 0: |          | 10010/? [57:26<00:00,  2.90it/s]
Epoch 0: |          | 10010/? [57:26<00:00,  2.90it/s]
Epoch 0: |          | 10011/? [57:26<00:00,  2.90it/s]
Epoch 0: |          | 10011/? [57:26<00:00,  2.90it/s]
Epoch 0: |          | 10012/? [57:27<00:00,  2.90it/s]
Epoch 0: |          | 10012/? [57:27<00:00,  2.90it/s]
Epoch 0: |          | 10013/? [57:27<00:00,  2.90it/s]
Epoch 0: |          | 10013/? [57:27<00:00,  2.90it/s]
Epoch 0: |          | 10014/? [57:27<00:00,  2.90it/s]
Epoch 0: |          | 10014/? [57:27<00:00,  2.90it/s]
Epoch 0: |          | 10015/? [57:28<00:00,  2.90it/s]
Epoch 0: |          | 10015/? [57:28<00:00,  2.90it/s]
Epoch 0: |          | 10016/? [57:28<00:00,  2.90it/s]
Epoch 0: |          | 10016/? [57:28<00:00,  2.90it/s]
Epoch 0: |          | 10017/? [57:28<00:00,  2.90it/s]
Epoch 0: |          | 10017/? [57:28<00:00,  2.90it/s]
Epoch 0: |          | 10018/? [57:29<00:00,  2.90it/s]
Epoch 0: |          | 10018/? [57:29<00:00,  2.90it/s]
Epoch 0: |          | 10019/? [57:29<00:00,  2.90it/s]
Epoch 0: |          | 10019/? [57:29<00:00,  2.90it/s]
Epoch 0: |          | 10020/? [57:29<00:00,  2.90it/s]
Epoch 0: |          | 10020/? [57:29<00:00,  2.90it/s]
Epoch 0: |          | 10021/? [57:30<00:00,  2.90it/s]
Epoch 0: |          | 10021/? [57:30<00:00,  2.90it/s]
Epoch 0: |          | 10022/? [57:30<00:00,  2.90it/s]
Epoch 0: |          | 10022/? [57:30<00:00,  2.90it/s]
Epoch 0: |          | 10023/? [57:30<00:00,  2.90it/s]
Epoch 0: |          | 10023/? [57:30<00:00,  2.90it/s]
Epoch 0: |          | 10024/? [57:31<00:00,  2.90it/s]
Epoch 0: |          | 10024/? [57:31<00:00,  2.90it/s]
Epoch 0: |          | 10025/? [57:31<00:00,  2.90it/s]
Epoch 0: |          | 10025/? [57:31<00:00,  2.90it/s]
Epoch 0: |          | 10026/? [57:31<00:00,  2.90it/s]
Epoch 0: |          | 10026/? [57:31<00:00,  2.90it/s]
Epoch 0: |          | 10027/? [57:32<00:00,  2.90it/s]
Epoch 0: |          | 10027/? [57:32<00:00,  2.90it/s]
Epoch 0: |          | 10028/? [57:32<00:00,  2.90it/s]
Epoch 0: |          | 10028/? [57:32<00:00,  2.90it/s]
Epoch 0: |          | 10029/? [57:32<00:00,  2.90it/s]
Epoch 0: |          | 10029/? [57:32<00:00,  2.90it/s]
Epoch 0: |          | 10030/? [57:32<00:00,  2.90it/s]
Epoch 0: |          | 10030/? [57:32<00:00,  2.90it/s]
Epoch 0: |          | 10031/? [57:33<00:00,  2.90it/s]
Epoch 0: |          | 10031/? [57:33<00:00,  2.90it/s]
Epoch 0: |          | 10032/? [57:33<00:00,  2.90it/s]
Epoch 0: |          | 10032/? [57:33<00:00,  2.90it/s]
Epoch 0: |          | 10033/? [57:33<00:00,  2.90it/s]
Epoch 0: |          | 10033/? [57:33<00:00,  2.90it/s]
Epoch 0: |          | 10034/? [57:34<00:00,  2.90it/s]
Epoch 0: |          | 10034/? [57:34<00:00,  2.90it/s]
Epoch 0: |          | 10035/? [57:34<00:00,  2.90it/s]
Epoch 0: |          | 10035/? [57:34<00:00,  2.90it/s]
Epoch 0: |          | 10036/? [57:34<00:00,  2.90it/s]
Epoch 0: |          | 10036/? [57:34<00:00,  2.90it/s]
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Epoch 0: |          | 10060/? [57:42<00:00,  2.91it/s]
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Epoch 0: |          | 10063/? [57:43<00:00,  2.91it/s]
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Epoch 0: |          | 10064/? [57:43<00:00,  2.91it/s]
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Epoch 0: |          | 10065/? [57:44<00:00,  2.91it/s]
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Epoch 0: |          | 10066/? [57:44<00:00,  2.91it/s]
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Epoch 0: |          | 10067/? [57:44<00:00,  2.91it/s]
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Epoch 0: |          | 10068/? [57:45<00:00,  2.91it/s]
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Epoch 0: |          | 10069/? [57:45<00:00,  2.91it/s]
Epoch 0: |          | 10069/? [57:45<00:00,  2.91it/s]
Epoch 0: |          | 10070/? [57:45<00:00,  2.91it/s]
Epoch 0: |          | 10070/? [57:45<00:00,  2.91it/s]
Epoch 0: |          | 10071/? [57:46<00:00,  2.91it/s]
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Epoch 0: |          | 10072/? [57:46<00:00,  2.91it/s]
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Epoch 0: |          | 10073/? [57:46<00:00,  2.91it/s]
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Epoch 0: |          | 10074/? [57:47<00:00,  2.91it/s]
Epoch 0: |          | 10074/? [57:47<00:00,  2.91it/s]
Epoch 0: |          | 10075/? [57:47<00:00,  2.91it/s]
Epoch 0: |          | 10075/? [57:47<00:00,  2.91it/s]
Epoch 0: |          | 10076/? [57:47<00:00,  2.91it/s]
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Epoch 0: |          | 10077/? [57:48<00:00,  2.91it/s]
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Epoch 0: |          | 10078/? [57:48<00:00,  2.91it/s]
Epoch 0: |          | 10078/? [57:48<00:00,  2.91it/s]
Epoch 0: |          | 10079/? [57:48<00:00,  2.91it/s]
Epoch 0: |          | 10079/? [57:48<00:00,  2.91it/s]
Epoch 0: |          | 10080/? [57:49<00:00,  2.91it/s]
Epoch 0: |          | 10080/? [57:49<00:00,  2.91it/s]
Epoch 0: |          | 10081/? [57:49<00:00,  2.91it/s]
Epoch 0: |          | 10081/? [57:49<00:00,  2.91it/s]
Epoch 0: |          | 10082/? [57:49<00:00,  2.91it/s]
Epoch 0: |          | 10082/? [57:49<00:00,  2.91it/s]
Epoch 0: |          | 10083/? [57:50<00:00,  2.91it/s]
Epoch 0: |          | 10083/? [57:50<00:00,  2.91it/s]
Epoch 0: |          | 10084/? [57:50<00:00,  2.91it/s]
Epoch 0: |          | 10084/? [57:50<00:00,  2.91it/s]
Epoch 0: |          | 10085/? [57:50<00:00,  2.91it/s]
Epoch 0: |          | 10085/? [57:50<00:00,  2.91it/s]
Epoch 0: |          | 10086/? [57:51<00:00,  2.91it/s]
Epoch 0: |          | 10086/? [57:51<00:00,  2.91it/s]
Epoch 0: |          | 10087/? [57:51<00:00,  2.91it/s]
Epoch 0: |          | 10087/? [57:51<00:00,  2.91it/s]
Epoch 0: |          | 10088/? [57:51<00:00,  2.91it/s]
Epoch 0: |          | 10088/? [57:51<00:00,  2.91it/s]
Epoch 0: |          | 10089/? [57:52<00:00,  2.91it/s]
Epoch 0: |          | 10089/? [57:52<00:00,  2.91it/s]
Epoch 0: |          | 10090/? [57:52<00:00,  2.91it/s]
Epoch 0: |          | 10090/? [57:52<00:00,  2.91it/s]
Epoch 0: |          | 10091/? [57:52<00:00,  2.91it/s]
Epoch 0: |          | 10091/? [57:52<00:00,  2.91it/s]
Epoch 0: |          | 10092/? [57:53<00:00,  2.91it/s]
Epoch 0: |          | 10092/? [57:53<00:00,  2.91it/s]
Epoch 0: |          | 10093/? [57:53<00:00,  2.91it/s]
Epoch 0: |          | 10093/? [57:53<00:00,  2.91it/s]
Epoch 0: |          | 10094/? [57:53<00:00,  2.91it/s]
Epoch 0: |          | 10094/? [57:53<00:00,  2.91it/s]
Epoch 0: |          | 10095/? [57:54<00:00,  2.91it/s]
Epoch 0: |          | 10095/? [57:54<00:00,  2.91it/s]
Epoch 0: |          | 10096/? [57:54<00:00,  2.91it/s]
Epoch 0: |          | 10096/? [57:54<00:00,  2.91it/s]
Epoch 0: |          | 10097/? [57:54<00:00,  2.91it/s]
Epoch 0: |          | 10097/? [57:54<00:00,  2.91it/s]
Epoch 0: |          | 10098/? [57:54<00:00,  2.91it/s]
Epoch 0: |          | 10098/? [57:54<00:00,  2.91it/s]
Epoch 0: |          | 10099/? [57:55<00:00,  2.91it/s]
Epoch 0: |          | 10099/? [57:55<00:00,  2.91it/s]
Epoch 0: |          | 10100/? [57:55<00:00,  2.91it/s]
Epoch 0: |          | 10100/? [57:55<00:00,  2.91it/s]
Epoch 0: |          | 10101/? [57:55<00:00,  2.91it/s]
Epoch 0: |          | 10101/? [57:55<00:00,  2.91it/s]
Epoch 0: |          | 10102/? [57:56<00:00,  2.91it/s]
Epoch 0: |          | 10102/? [57:56<00:00,  2.91it/s]
Epoch 0: |          | 10103/? [57:56<00:00,  2.91it/s]
Epoch 0: |          | 10103/? [57:56<00:00,  2.91it/s]
Epoch 0: |          | 10104/? [57:56<00:00,  2.91it/s]
Epoch 0: |          | 10104/? [57:56<00:00,  2.91it/s]
Epoch 0: |          | 10105/? [57:57<00:00,  2.91it/s]
Epoch 0: |          | 10105/? [57:57<00:00,  2.91it/s]
Epoch 0: |          | 10106/? [57:57<00:00,  2.91it/s]
Epoch 0: |          | 10106/? [57:57<00:00,  2.91it/s]
Epoch 0: |          | 10107/? [57:57<00:00,  2.91it/s]
Epoch 0: |          | 10107/? [57:57<00:00,  2.91it/s]
Epoch 0: |          | 10108/? [57:58<00:00,  2.91it/s]
Epoch 0: |          | 10108/? [57:58<00:00,  2.91it/s]
Epoch 0: |          | 10109/? [57:58<00:00,  2.91it/s]
Epoch 0: |          | 10109/? [57:58<00:00,  2.91it/s]
Epoch 0: |          | 10110/? [57:58<00:00,  2.91it/s]
Epoch 0: |          | 10110/? [57:58<00:00,  2.91it/s]
Epoch 0: |          | 10111/? [57:59<00:00,  2.91it/s]
Epoch 0: |          | 10111/? [57:59<00:00,  2.91it/s]
Epoch 0: |          | 10112/? [57:59<00:00,  2.91it/s]
Epoch 0: |          | 10112/? [57:59<00:00,  2.91it/s]
Epoch 0: |          | 10113/? [57:59<00:00,  2.91it/s]
Epoch 0: |          | 10113/? [57:59<00:00,  2.91it/s]
Epoch 0: |          | 10114/? [58:00<00:00,  2.91it/s]
Epoch 0: |          | 10114/? [58:00<00:00,  2.91it/s]
Epoch 0: |          | 10115/? [58:00<00:00,  2.91it/s]
Epoch 0: |          | 10115/? [58:00<00:00,  2.91it/s]
Epoch 0: |          | 10116/? [58:00<00:00,  2.91it/s]
Epoch 0: |          | 10116/? [58:00<00:00,  2.91it/s]
Epoch 0: |          | 10117/? [58:01<00:00,  2.91it/s]
Epoch 0: |          | 10117/? [58:01<00:00,  2.91it/s]
Epoch 0: |          | 10118/? [58:01<00:00,  2.91it/s]
Epoch 0: |          | 10118/? [58:01<00:00,  2.91it/s]
Epoch 0: |          | 10119/? [58:01<00:00,  2.91it/s]
Epoch 0: |          | 10119/? [58:01<00:00,  2.91it/s]
Epoch 0: |          | 10120/? [58:02<00:00,  2.91it/s]
Epoch 0: |          | 10120/? [58:02<00:00,  2.91it/s]
Epoch 0: |          | 10121/? [58:02<00:00,  2.91it/s]
Epoch 0: |          | 10121/? [58:02<00:00,  2.91it/s]
Epoch 0: |          | 10122/? [58:02<00:00,  2.91it/s]
Epoch 0: |          | 10122/? [58:02<00:00,  2.91it/s]
Epoch 0: |          | 10123/? [58:03<00:00,  2.91it/s]
Epoch 0: |          | 10123/? [58:03<00:00,  2.91it/s]
Epoch 0: |          | 10124/? [58:03<00:00,  2.91it/s]
Epoch 0: |          | 10124/? [58:03<00:00,  2.91it/s]
Epoch 0: |          | 10125/? [58:03<00:00,  2.91it/s]
Epoch 0: |          | 10125/? [58:03<00:00,  2.91it/s]
Epoch 0: |          | 10126/? [58:04<00:00,  2.91it/s]
Epoch 0: |          | 10126/? [58:04<00:00,  2.91it/s]
Epoch 0: |          | 10127/? [58:04<00:00,  2.91it/s]
Epoch 0: |          | 10127/? [58:04<00:00,  2.91it/s]
Epoch 0: |          | 10128/? [58:04<00:00,  2.91it/s]
Epoch 0: |          | 10128/? [58:04<00:00,  2.91it/s]
Epoch 0: |          | 10129/? [58:04<00:00,  2.91it/s]
Epoch 0: |          | 10129/? [58:04<00:00,  2.91it/s]
Epoch 0: |          | 10130/? [58:05<00:00,  2.91it/s]
Epoch 0: |          | 10130/? [58:05<00:00,  2.91it/s]
Epoch 0: |          | 10131/? [58:05<00:00,  2.91it/s]
Epoch 0: |          | 10131/? [58:05<00:00,  2.91it/s]
Epoch 0: |          | 10132/? [58:05<00:00,  2.91it/s]
Epoch 0: |          | 10132/? [58:05<00:00,  2.91it/s]
Epoch 0: |          | 10133/? [58:06<00:00,  2.91it/s]
Epoch 0: |          | 10133/? [58:06<00:00,  2.91it/s]
Epoch 0: |          | 10134/? [58:06<00:00,  2.91it/s]
Epoch 0: |          | 10134/? [58:06<00:00,  2.91it/s]
Epoch 0: |          | 10135/? [58:06<00:00,  2.91it/s]
Epoch 0: |          | 10135/? [58:06<00:00,  2.91it/s]
Epoch 0: |          | 10136/? [58:07<00:00,  2.91it/s]
Epoch 0: |          | 10136/? [58:07<00:00,  2.91it/s]
Epoch 0: |          | 10137/? [58:07<00:00,  2.91it/s]
Epoch 0: |          | 10137/? [58:07<00:00,  2.91it/s]
Epoch 0: |          | 10138/? [58:07<00:00,  2.91it/s]
Epoch 0: |          | 10138/? [58:07<00:00,  2.91it/s]
Epoch 0: |          | 10139/? [58:08<00:00,  2.91it/s]
Epoch 0: |          | 10139/? [58:08<00:00,  2.91it/s]
Epoch 0: |          | 10140/? [58:08<00:00,  2.91it/s]
Epoch 0: |          | 10140/? [58:08<00:00,  2.91it/s]
Epoch 0: |          | 10141/? [58:08<00:00,  2.91it/s]
Epoch 0: |          | 10141/? [58:08<00:00,  2.91it/s]
Epoch 0: |          | 10142/? [58:09<00:00,  2.91it/s]
Epoch 0: |          | 10142/? [58:09<00:00,  2.91it/s]
Epoch 0: |          | 10143/? [58:09<00:00,  2.91it/s]
Epoch 0: |          | 10143/? [58:09<00:00,  2.91it/s]
Epoch 0: |          | 10144/? [58:09<00:00,  2.91it/s]
Epoch 0: |          | 10144/? [58:09<00:00,  2.91it/s]
Epoch 0: |          | 10145/? [58:10<00:00,  2.91it/s]
Epoch 0: |          | 10145/? [58:10<00:00,  2.91it/s]
Epoch 0: |          | 10146/? [58:10<00:00,  2.91it/s]
Epoch 0: |          | 10146/? [58:10<00:00,  2.91it/s]
Epoch 0: |          | 10147/? [58:10<00:00,  2.91it/s]
Epoch 0: |          | 10147/? [58:10<00:00,  2.91it/s]
Epoch 0: |          | 10148/? [58:11<00:00,  2.91it/s]
Epoch 0: |          | 10148/? [58:11<00:00,  2.91it/s]
Epoch 0: |          | 10149/? [58:11<00:00,  2.91it/s]
Epoch 0: |          | 10149/? [58:11<00:00,  2.91it/s]
Epoch 0: |          | 10150/? [58:11<00:00,  2.91it/s]
Epoch 0: |          | 10150/? [58:11<00:00,  2.91it/s]
Epoch 0: |          | 10151/? [58:12<00:00,  2.91it/s]
Epoch 0: |          | 10151/? [58:12<00:00,  2.91it/s]
Epoch 0: |          | 10152/? [58:12<00:00,  2.91it/s]
Epoch 0: |          | 10152/? [58:12<00:00,  2.91it/s]
Epoch 0: |          | 10153/? [58:12<00:00,  2.91it/s]
Epoch 0: |          | 10153/? [58:12<00:00,  2.91it/s]
Epoch 0: |          | 10154/? [58:13<00:00,  2.91it/s]
Epoch 0: |          | 10154/? [58:13<00:00,  2.91it/s]
Epoch 0: |          | 10155/? [58:13<00:00,  2.91it/s]
Epoch 0: |          | 10155/? [58:13<00:00,  2.91it/s]
Epoch 0: |          | 10156/? [58:13<00:00,  2.91it/s]
Epoch 0: |          | 10156/? [58:13<00:00,  2.91it/s]
Epoch 0: |          | 10157/? [58:14<00:00,  2.91it/s]
Epoch 0: |          | 10157/? [58:14<00:00,  2.91it/s]
Epoch 0: |          | 10158/? [58:14<00:00,  2.91it/s]
Epoch 0: |          | 10158/? [58:14<00:00,  2.91it/s]
Epoch 0: |          | 10159/? [58:14<00:00,  2.91it/s]
Epoch 0: |          | 10159/? [58:14<00:00,  2.91it/s]
Epoch 0: |          | 10160/? [58:15<00:00,  2.91it/s]
Epoch 0: |          | 10160/? [58:15<00:00,  2.91it/s]
Epoch 0: |          | 10161/? [58:15<00:00,  2.91it/s]
Epoch 0: |          | 10161/? [58:15<00:00,  2.91it/s]
Epoch 0: |          | 10162/? [58:15<00:00,  2.91it/s]
Epoch 0: |          | 10162/? [58:15<00:00,  2.91it/s]
Epoch 0: |          | 10163/? [58:16<00:00,  2.91it/s]
Epoch 0: |          | 10163/? [58:16<00:00,  2.91it/s]
Epoch 0: |          | 10164/? [58:16<00:00,  2.91it/s]
Epoch 0: |          | 10164/? [58:16<00:00,  2.91it/s]
Epoch 0: |          | 10165/? [58:16<00:00,  2.91it/s]
Epoch 0: |          | 10165/? [58:16<00:00,  2.91it/s]
Epoch 0: |          | 10166/? [58:17<00:00,  2.91it/s]
Epoch 0: |          | 10166/? [58:17<00:00,  2.91it/s]
Epoch 0: |          | 10167/? [58:17<00:00,  2.91it/s]
Epoch 0: |          | 10167/? [58:17<00:00,  2.91it/s]
Epoch 0: |          | 10168/? [58:17<00:00,  2.91it/s]
Epoch 0: |          | 10168/? [58:17<00:00,  2.91it/s]
Epoch 0: |          | 10169/? [58:17<00:00,  2.91it/s]
Epoch 0: |          | 10169/? [58:17<00:00,  2.91it/s]
Epoch 0: |          | 10170/? [58:18<00:00,  2.91it/s]
Epoch 0: |          | 10170/? [58:18<00:00,  2.91it/s]
Epoch 0: |          | 10171/? [58:18<00:00,  2.91it/s]
Epoch 0: |          | 10171/? [58:18<00:00,  2.91it/s]
Epoch 0: |          | 10172/? [58:18<00:00,  2.91it/s]
Epoch 0: |          | 10172/? [58:18<00:00,  2.91it/s]
Epoch 0: |          | 10173/? [58:19<00:00,  2.91it/s]
Epoch 0: |          | 10173/? [58:19<00:00,  2.91it/s]
Epoch 0: |          | 10174/? [58:19<00:00,  2.91it/s]
Epoch 0: |          | 10174/? [58:19<00:00,  2.91it/s]
Epoch 0: |          | 10175/? [58:19<00:00,  2.91it/s]
Epoch 0: |          | 10175/? [58:19<00:00,  2.91it/s]
Epoch 0: |          | 10176/? [58:20<00:00,  2.91it/s]
Epoch 0: |          | 10176/? [58:20<00:00,  2.91it/s]
Epoch 0: |          | 10177/? [58:20<00:00,  2.91it/s]
Epoch 0: |          | 10177/? [58:20<00:00,  2.91it/s]
Epoch 0: |          | 10178/? [58:20<00:00,  2.91it/s]
Epoch 0: |          | 10178/? [58:20<00:00,  2.91it/s]
Epoch 0: |          | 10179/? [58:21<00:00,  2.91it/s]
Epoch 0: |          | 10179/? [58:21<00:00,  2.91it/s]
Epoch 0: |          | 10180/? [58:21<00:00,  2.91it/s]
Epoch 0: |          | 10180/? [58:21<00:00,  2.91it/s]
Epoch 0: |          | 10181/? [58:21<00:00,  2.91it/s]
Epoch 0: |          | 10181/? [58:21<00:00,  2.91it/s]
Epoch 0: |          | 10182/? [58:22<00:00,  2.91it/s]
Epoch 0: |          | 10182/? [58:22<00:00,  2.91it/s]
Epoch 0: |          | 10183/? [58:22<00:00,  2.91it/s]
Epoch 0: |          | 10183/? [58:22<00:00,  2.91it/s]
Epoch 0: |          | 10184/? [58:22<00:00,  2.91it/s]
Epoch 0: |          | 10184/? [58:22<00:00,  2.91it/s]
Epoch 0: |          | 10185/? [58:23<00:00,  2.91it/s]
Epoch 0: |          | 10185/? [58:23<00:00,  2.91it/s]
Epoch 0: |          | 10186/? [58:23<00:00,  2.91it/s]
Epoch 0: |          | 10186/? [58:23<00:00,  2.91it/s]
Epoch 0: |          | 10187/? [58:23<00:00,  2.91it/s]
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Epoch 0: |          | 10188/? [58:24<00:00,  2.91it/s]
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Epoch 0: |          | 10189/? [58:24<00:00,  2.91it/s]
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Epoch 0: |          | 10190/? [58:24<00:00,  2.91it/s]
Epoch 0: |          | 10190/? [58:24<00:00,  2.91it/s]
Epoch 0: |          | 10191/? [58:24<00:00,  2.91it/s]
Epoch 0: |          | 10191/? [58:24<00:00,  2.91it/s]
Epoch 0: |          | 10192/? [58:25<00:00,  2.91it/s]
Epoch 0: |          | 10192/? [58:25<00:00,  2.91it/s]
Epoch 0: |          | 10193/? [58:25<00:00,  2.91it/s]
Epoch 0: |          | 10193/? [58:25<00:00,  2.91it/s]
Epoch 0: |          | 10194/? [58:25<00:00,  2.91it/s]
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Epoch 0: |          | 10195/? [58:26<00:00,  2.91it/s]
Epoch 0: |          | 10195/? [58:26<00:00,  2.91it/s]
Epoch 0: |          | 10196/? [58:26<00:00,  2.91it/s]
Epoch 0: |          | 10196/? [58:26<00:00,  2.91it/s]
Epoch 0: |          | 10197/? [58:26<00:00,  2.91it/s]
Epoch 0: |          | 10197/? [58:26<00:00,  2.91it/s]
Epoch 0: |          | 10198/? [58:27<00:00,  2.91it/s]
Epoch 0: |          | 10198/? [58:27<00:00,  2.91it/s]
Epoch 0: |          | 10199/? [58:27<00:00,  2.91it/s]
Epoch 0: |          | 10199/? [58:27<00:00,  2.91it/s]
Epoch 0: |          | 10200/? [58:27<00:00,  2.91it/s]
Epoch 0: |          | 10200/? [58:27<00:00,  2.91it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.74it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.89it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.63it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.55it/s]

Epoch 0: |          | 10200/? [58:28<00:00,  2.91it/s]
Epoch 0: |          | 10201/? [58:28<00:00,  2.91it/s]
Epoch 0: |          | 10201/? [58:28<00:00,  2.91it/s]
Epoch 0: |          | 10202/? [58:28<00:00,  2.91it/s]
Epoch 0: |          | 10202/? [58:28<00:00,  2.91it/s]
Epoch 0: |          | 10203/? [58:29<00:00,  2.91it/s]
Epoch 0: |          | 10203/? [58:29<00:00,  2.91it/s]
Epoch 0: |          | 10204/? [58:29<00:00,  2.91it/s]
Epoch 0: |          | 10204/? [58:29<00:00,  2.91it/s]
Epoch 0: |          | 10205/? [58:29<00:00,  2.91it/s]
Epoch 0: |          | 10205/? [58:29<00:00,  2.91it/s]
Epoch 0: |          | 10206/? [58:30<00:00,  2.91it/s]
Epoch 0: |          | 10206/? [58:30<00:00,  2.91it/s]
Epoch 0: |          | 10207/? [58:30<00:00,  2.91it/s]
Epoch 0: |          | 10207/? [58:30<00:00,  2.91it/s]
Epoch 0: |          | 10208/? [58:30<00:00,  2.91it/s]
Epoch 0: |          | 10208/? [58:30<00:00,  2.91it/s]
Epoch 0: |          | 10209/? [58:31<00:00,  2.91it/s]
Epoch 0: |          | 10209/? [58:31<00:00,  2.91it/s]
Epoch 0: |          | 10210/? [58:31<00:00,  2.91it/s]
Epoch 0: |          | 10210/? [58:31<00:00,  2.91it/s]
Epoch 0: |          | 10211/? [58:31<00:00,  2.91it/s]
Epoch 0: |          | 10211/? [58:31<00:00,  2.91it/s]
Epoch 0: |          | 10212/? [58:32<00:00,  2.91it/s]
Epoch 0: |          | 10212/? [58:32<00:00,  2.91it/s]
Epoch 0: |          | 10213/? [58:32<00:00,  2.91it/s]
Epoch 0: |          | 10213/? [58:32<00:00,  2.91it/s]
Epoch 0: |          | 10214/? [58:32<00:00,  2.91it/s]
Epoch 0: |          | 10214/? [58:32<00:00,  2.91it/s]
Epoch 0: |          | 10215/? [58:33<00:00,  2.91it/s]
Epoch 0: |          | 10215/? [58:33<00:00,  2.91it/s]
Epoch 0: |          | 10216/? [58:33<00:00,  2.91it/s]
Epoch 0: |          | 10216/? [58:33<00:00,  2.91it/s]
Epoch 0: |          | 10217/? [58:33<00:00,  2.91it/s]
Epoch 0: |          | 10217/? [58:33<00:00,  2.91it/s]
Epoch 0: |          | 10218/? [58:34<00:00,  2.91it/s]
Epoch 0: |          | 10218/? [58:34<00:00,  2.91it/s]
Epoch 0: |          | 10219/? [58:34<00:00,  2.91it/s]
Epoch 0: |          | 10219/? [58:34<00:00,  2.91it/s]
Epoch 0: |          | 10220/? [58:34<00:00,  2.91it/s]
Epoch 0: |          | 10220/? [58:34<00:00,  2.91it/s]
Epoch 0: |          | 10221/? [58:35<00:00,  2.91it/s]
Epoch 0: |          | 10221/? [58:35<00:00,  2.91it/s]
Epoch 0: |          | 10222/? [58:35<00:00,  2.91it/s]
Epoch 0: |          | 10222/? [58:35<00:00,  2.91it/s]
Epoch 0: |          | 10223/? [58:35<00:00,  2.91it/s]
Epoch 0: |          | 10223/? [58:35<00:00,  2.91it/s]
Epoch 0: |          | 10224/? [58:36<00:00,  2.91it/s]
Epoch 0: |          | 10224/? [58:36<00:00,  2.91it/s]
Epoch 0: |          | 10225/? [58:36<00:00,  2.91it/s]
Epoch 0: |          | 10225/? [58:36<00:00,  2.91it/s]
Epoch 0: |          | 10226/? [58:36<00:00,  2.91it/s]
Epoch 0: |          | 10226/? [58:36<00:00,  2.91it/s]
Epoch 0: |          | 10227/? [58:37<00:00,  2.91it/s]
Epoch 0: |          | 10227/? [58:37<00:00,  2.91it/s]
Epoch 0: |          | 10228/? [58:37<00:00,  2.91it/s]
Epoch 0: |          | 10228/? [58:37<00:00,  2.91it/s]
Epoch 0: |          | 10229/? [58:37<00:00,  2.91it/s]
Epoch 0: |          | 10229/? [58:37<00:00,  2.91it/s]
Epoch 0: |          | 10230/? [58:38<00:00,  2.91it/s]
Epoch 0: |          | 10230/? [58:38<00:00,  2.91it/s]
Epoch 0: |          | 10231/? [58:38<00:00,  2.91it/s]
Epoch 0: |          | 10231/? [58:38<00:00,  2.91it/s]
Epoch 0: |          | 10232/? [58:38<00:00,  2.91it/s]
Epoch 0: |          | 10232/? [58:38<00:00,  2.91it/s]
Epoch 0: |          | 10233/? [58:38<00:00,  2.91it/s]
Epoch 0: |          | 10233/? [58:38<00:00,  2.91it/s]
Epoch 0: |          | 10234/? [58:39<00:00,  2.91it/s]
Epoch 0: |          | 10234/? [58:39<00:00,  2.91it/s]
Epoch 0: |          | 10235/? [58:39<00:00,  2.91it/s]
Epoch 0: |          | 10235/? [58:39<00:00,  2.91it/s]
Epoch 0: |          | 10236/? [58:39<00:00,  2.91it/s]
Epoch 0: |          | 10236/? [58:39<00:00,  2.91it/s]
Epoch 0: |          | 10237/? [58:40<00:00,  2.91it/s]
Epoch 0: |          | 10237/? [58:40<00:00,  2.91it/s]
Epoch 0: |          | 10238/? [58:40<00:00,  2.91it/s]
Epoch 0: |          | 10238/? [58:40<00:00,  2.91it/s]
Epoch 0: |          | 10239/? [58:40<00:00,  2.91it/s]
Epoch 0: |          | 10239/? [58:40<00:00,  2.91it/s]
Epoch 0: |          | 10240/? [58:41<00:00,  2.91it/s]
Epoch 0: |          | 10240/? [58:41<00:00,  2.91it/s]
Epoch 0: |          | 10241/? [58:41<00:00,  2.91it/s]
Epoch 0: |          | 10241/? [58:41<00:00,  2.91it/s]
Epoch 0: |          | 10242/? [58:41<00:00,  2.91it/s]
Epoch 0: |          | 10242/? [58:41<00:00,  2.91it/s]
Epoch 0: |          | 10243/? [58:42<00:00,  2.91it/s]
Epoch 0: |          | 10243/? [58:42<00:00,  2.91it/s]
Epoch 0: |          | 10244/? [58:42<00:00,  2.91it/s]
Epoch 0: |          | 10244/? [58:42<00:00,  2.91it/s]
Epoch 0: |          | 10245/? [58:42<00:00,  2.91it/s]
Epoch 0: |          | 10245/? [58:42<00:00,  2.91it/s]
Epoch 0: |          | 10246/? [58:43<00:00,  2.91it/s]
Epoch 0: |          | 10246/? [58:43<00:00,  2.91it/s]
Epoch 0: |          | 10247/? [58:43<00:00,  2.91it/s]
Epoch 0: |          | 10247/? [58:43<00:00,  2.91it/s]
Epoch 0: |          | 10248/? [58:43<00:00,  2.91it/s]
Epoch 0: |          | 10248/? [58:43<00:00,  2.91it/s]
Epoch 0: |          | 10249/? [58:44<00:00,  2.91it/s]
Epoch 0: |          | 10249/? [58:44<00:00,  2.91it/s]
Epoch 0: |          | 10250/? [58:44<00:00,  2.91it/s]
Epoch 0: |          | 10250/? [58:44<00:00,  2.91it/s]
Epoch 0: |          | 10251/? [58:44<00:00,  2.91it/s]
Epoch 0: |          | 10251/? [58:44<00:00,  2.91it/s]
Epoch 0: |          | 10252/? [58:45<00:00,  2.91it/s]
Epoch 0: |          | 10252/? [58:45<00:00,  2.91it/s]
Epoch 0: |          | 10253/? [58:45<00:00,  2.91it/s]
Epoch 0: |          | 10253/? [58:45<00:00,  2.91it/s]
Epoch 0: |          | 10254/? [58:45<00:00,  2.91it/s]
Epoch 0: |          | 10254/? [58:45<00:00,  2.91it/s]
Epoch 0: |          | 10255/? [58:46<00:00,  2.91it/s]
Epoch 0: |          | 10255/? [58:46<00:00,  2.91it/s]
Epoch 0: |          | 10256/? [58:46<00:00,  2.91it/s]
Epoch 0: |          | 10256/? [58:46<00:00,  2.91it/s]
Epoch 0: |          | 10257/? [58:46<00:00,  2.91it/s]
Epoch 0: |          | 10257/? [58:46<00:00,  2.91it/s]
Epoch 0: |          | 10258/? [58:47<00:00,  2.91it/s]
Epoch 0: |          | 10258/? [58:47<00:00,  2.91it/s]
Epoch 0: |          | 10259/? [58:47<00:00,  2.91it/s]
Epoch 0: |          | 10259/? [58:47<00:00,  2.91it/s]
Epoch 0: |          | 10260/? [58:47<00:00,  2.91it/s]
Epoch 0: |          | 10260/? [58:47<00:00,  2.91it/s]
Epoch 0: |          | 10261/? [58:48<00:00,  2.91it/s]
Epoch 0: |          | 10261/? [58:48<00:00,  2.91it/s]
Epoch 0: |          | 10262/? [58:48<00:00,  2.91it/s]
Epoch 0: |          | 10262/? [58:48<00:00,  2.91it/s]
Epoch 0: |          | 10263/? [58:48<00:00,  2.91it/s]
Epoch 0: |          | 10263/? [58:48<00:00,  2.91it/s]
Epoch 0: |          | 10264/? [58:49<00:00,  2.91it/s]
Epoch 0: |          | 10264/? [58:49<00:00,  2.91it/s]
Epoch 0: |          | 10265/? [58:49<00:00,  2.91it/s]
Epoch 0: |          | 10265/? [58:49<00:00,  2.91it/s]
Epoch 0: |          | 10266/? [58:49<00:00,  2.91it/s]
Epoch 0: |          | 10266/? [58:49<00:00,  2.91it/s]
Epoch 0: |          | 10267/? [58:50<00:00,  2.91it/s]
Epoch 0: |          | 10267/? [58:50<00:00,  2.91it/s]
Epoch 0: |          | 10268/? [58:50<00:00,  2.91it/s]
Epoch 0: |          | 10268/? [58:50<00:00,  2.91it/s]
Epoch 0: |          | 10269/? [58:50<00:00,  2.91it/s]
Epoch 0: |          | 10269/? [58:50<00:00,  2.91it/s]
Epoch 0: |          | 10270/? [58:51<00:00,  2.91it/s]
Epoch 0: |          | 10270/? [58:51<00:00,  2.91it/s]
Epoch 0: |          | 10271/? [58:51<00:00,  2.91it/s]
Epoch 0: |          | 10271/? [58:51<00:00,  2.91it/s]
Epoch 0: |          | 10272/? [58:51<00:00,  2.91it/s]
Epoch 0: |          | 10272/? [58:51<00:00,  2.91it/s]
Epoch 0: |          | 10273/? [58:51<00:00,  2.91it/s]
Epoch 0: |          | 10273/? [58:51<00:00,  2.91it/s]
Epoch 0: |          | 10274/? [58:52<00:00,  2.91it/s]
Epoch 0: |          | 10274/? [58:52<00:00,  2.91it/s]
Epoch 0: |          | 10275/? [58:52<00:00,  2.91it/s]
Epoch 0: |          | 10275/? [58:52<00:00,  2.91it/s]
Epoch 0: |          | 10276/? [58:52<00:00,  2.91it/s]
Epoch 0: |          | 10276/? [58:52<00:00,  2.91it/s]
Epoch 0: |          | 10277/? [58:53<00:00,  2.91it/s]
Epoch 0: |          | 10277/? [58:53<00:00,  2.91it/s]
Epoch 0: |          | 10278/? [58:53<00:00,  2.91it/s]
Epoch 0: |          | 10278/? [58:53<00:00,  2.91it/s]
Epoch 0: |          | 10279/? [58:53<00:00,  2.91it/s]
Epoch 0: |          | 10279/? [58:53<00:00,  2.91it/s]
Epoch 0: |          | 10280/? [58:54<00:00,  2.91it/s]
Epoch 0: |          | 10280/? [58:54<00:00,  2.91it/s]
Epoch 0: |          | 10281/? [58:54<00:00,  2.91it/s]
Epoch 0: |          | 10281/? [58:54<00:00,  2.91it/s]
Epoch 0: |          | 10282/? [58:54<00:00,  2.91it/s]
Epoch 0: |          | 10282/? [58:54<00:00,  2.91it/s]
Epoch 0: |          | 10283/? [58:55<00:00,  2.91it/s]
Epoch 0: |          | 10283/? [58:55<00:00,  2.91it/s]
Epoch 0: |          | 10284/? [58:55<00:00,  2.91it/s]
Epoch 0: |          | 10284/? [58:55<00:00,  2.91it/s]
Epoch 0: |          | 10285/? [58:55<00:00,  2.91it/s]
Epoch 0: |          | 10285/? [58:55<00:00,  2.91it/s]
Epoch 0: |          | 10286/? [58:56<00:00,  2.91it/s]
Epoch 0: |          | 10286/? [58:56<00:00,  2.91it/s]
Epoch 0: |          | 10287/? [58:56<00:00,  2.91it/s]
Epoch 0: |          | 10287/? [58:56<00:00,  2.91it/s]
Epoch 0: |          | 10288/? [58:56<00:00,  2.91it/s]
Epoch 0: |          | 10288/? [58:56<00:00,  2.91it/s]
Epoch 0: |          | 10289/? [58:57<00:00,  2.91it/s]
Epoch 0: |          | 10289/? [58:57<00:00,  2.91it/s]
Epoch 0: |          | 10290/? [58:57<00:00,  2.91it/s]
Epoch 0: |          | 10290/? [58:57<00:00,  2.91it/s]
Epoch 0: |          | 10291/? [58:57<00:00,  2.91it/s]
Epoch 0: |          | 10291/? [58:57<00:00,  2.91it/s]
Epoch 0: |          | 10292/? [58:58<00:00,  2.91it/s]
Epoch 0: |          | 10292/? [58:58<00:00,  2.91it/s]
Epoch 0: |          | 10293/? [58:58<00:00,  2.91it/s]
Epoch 0: |          | 10293/? [58:58<00:00,  2.91it/s]
Epoch 0: |          | 10294/? [58:58<00:00,  2.91it/s]
Epoch 0: |          | 10294/? [58:58<00:00,  2.91it/s]
Epoch 0: |          | 10295/? [58:59<00:00,  2.91it/s]
Epoch 0: |          | 10295/? [58:59<00:00,  2.91it/s]
Epoch 0: |          | 10296/? [58:59<00:00,  2.91it/s]
Epoch 0: |          | 10296/? [58:59<00:00,  2.91it/s]
Epoch 0: |          | 10297/? [58:59<00:00,  2.91it/s]
Epoch 0: |          | 10297/? [58:59<00:00,  2.91it/s]
Epoch 0: |          | 10298/? [59:00<00:00,  2.91it/s]
Epoch 0: |          | 10298/? [59:00<00:00,  2.91it/s]
Epoch 0: |          | 10299/? [59:00<00:00,  2.91it/s]
Epoch 0: |          | 10299/? [59:00<00:00,  2.91it/s]
Epoch 0: |          | 10300/? [59:00<00:00,  2.91it/s]
Epoch 0: |          | 10300/? [59:00<00:00,  2.91it/s]
Epoch 0: |          | 10301/? [59:01<00:00,  2.91it/s]
Epoch 0: |          | 10301/? [59:01<00:00,  2.91it/s]
Epoch 0: |          | 10302/? [59:01<00:00,  2.91it/s]
Epoch 0: |          | 10302/? [59:01<00:00,  2.91it/s]
Epoch 0: |          | 10303/? [59:01<00:00,  2.91it/s]
Epoch 0: |          | 10303/? [59:01<00:00,  2.91it/s]
Epoch 0: |          | 10304/? [59:02<00:00,  2.91it/s]
Epoch 0: |          | 10304/? [59:02<00:00,  2.91it/s]
Epoch 0: |          | 10305/? [59:02<00:00,  2.91it/s]
Epoch 0: |          | 10305/? [59:02<00:00,  2.91it/s]
Epoch 0: |          | 10306/? [59:02<00:00,  2.91it/s]
Epoch 0: |          | 10306/? [59:02<00:00,  2.91it/s]
Epoch 0: |          | 10307/? [59:03<00:00,  2.91it/s]
Epoch 0: |          | 10307/? [59:03<00:00,  2.91it/s]
Epoch 0: |          | 10308/? [59:03<00:00,  2.91it/s]
Epoch 0: |          | 10308/? [59:03<00:00,  2.91it/s]
Epoch 0: |          | 10309/? [59:03<00:00,  2.91it/s]
Epoch 0: |          | 10309/? [59:03<00:00,  2.91it/s]
Epoch 0: |          | 10310/? [59:04<00:00,  2.91it/s]
Epoch 0: |          | 10310/? [59:04<00:00,  2.91it/s]
Epoch 0: |          | 10311/? [59:04<00:00,  2.91it/s]
Epoch 0: |          | 10311/? [59:04<00:00,  2.91it/s]
Epoch 0: |          | 10312/? [59:04<00:00,  2.91it/s]
Epoch 0: |          | 10312/? [59:04<00:00,  2.91it/s]
Epoch 0: |          | 10313/? [59:04<00:00,  2.91it/s]
Epoch 0: |          | 10313/? [59:04<00:00,  2.91it/s]
Epoch 0: |          | 10314/? [59:05<00:00,  2.91it/s]
Epoch 0: |          | 10314/? [59:05<00:00,  2.91it/s]
Epoch 0: |          | 10315/? [59:05<00:00,  2.91it/s]
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Epoch 0: |          | 10316/? [59:05<00:00,  2.91it/s]
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Epoch 0: |          | 10317/? [59:06<00:00,  2.91it/s]
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Epoch 0: |          | 10318/? [59:06<00:00,  2.91it/s]
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Epoch 0: |          | 10319/? [59:06<00:00,  2.91it/s]
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Epoch 0: |          | 10320/? [59:07<00:00,  2.91it/s]
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Epoch 0: |          | 10321/? [59:07<00:00,  2.91it/s]
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Epoch 0: |          | 10322/? [59:07<00:00,  2.91it/s]
Epoch 0: |          | 10322/? [59:07<00:00,  2.91it/s]
Epoch 0: |          | 10323/? [59:08<00:00,  2.91it/s]
Epoch 0: |          | 10323/? [59:08<00:00,  2.91it/s]
Epoch 0: |          | 10324/? [59:08<00:00,  2.91it/s]
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Epoch 0: |          | 10325/? [59:08<00:00,  2.91it/s]
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Epoch 0: |          | 10326/? [59:09<00:00,  2.91it/s]
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Epoch 0: |          | 10327/? [59:09<00:00,  2.91it/s]
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Epoch 0: |          | 10328/? [59:09<00:00,  2.91it/s]
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Epoch 0: |          | 10329/? [59:10<00:00,  2.91it/s]
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Epoch 0: |          | 10330/? [59:10<00:00,  2.91it/s]
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Epoch 0: |          | 10331/? [59:10<00:00,  2.91it/s]
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Epoch 0: |          | 10332/? [59:11<00:00,  2.91it/s]
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Epoch 0: |          | 10333/? [59:11<00:00,  2.91it/s]
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Epoch 0: |          | 10334/? [59:11<00:00,  2.91it/s]
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Epoch 0: |          | 10335/? [59:12<00:00,  2.91it/s]
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Epoch 0: |          | 10336/? [59:12<00:00,  2.91it/s]
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Epoch 0: |          | 10337/? [59:12<00:00,  2.91it/s]
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Epoch 0: |          | 10338/? [59:13<00:00,  2.91it/s]
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Epoch 0: |          | 10339/? [59:13<00:00,  2.91it/s]
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Epoch 0: |          | 10340/? [59:13<00:00,  2.91it/s]
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Epoch 0: |          | 10341/? [59:14<00:00,  2.91it/s]
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Epoch 0: |          | 10342/? [59:14<00:00,  2.91it/s]
Epoch 0: |          | 10342/? [59:14<00:00,  2.91it/s]
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Epoch 0: |          | 10344/? [59:15<00:00,  2.91it/s]
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Epoch 0: |          | 10347/? [59:16<00:00,  2.91it/s]
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Epoch 0: |          | 10350/? [59:17<00:00,  2.91it/s]
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Epoch 0: |          | 10351/? [59:17<00:00,  2.91it/s]
Epoch 0: |          | 10351/? [59:17<00:00,  2.91it/s]
Epoch 0: |          | 10352/? [59:17<00:00,  2.91it/s]
Epoch 0: |          | 10352/? [59:17<00:00,  2.91it/s]
Epoch 0: |          | 10353/? [59:18<00:00,  2.91it/s]
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Epoch 0: |          | 10354/? [59:18<00:00,  2.91it/s]
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Epoch 0: |          | 10355/? [59:18<00:00,  2.91it/s]
Epoch 0: |          | 10355/? [59:18<00:00,  2.91it/s]
Epoch 0: |          | 10356/? [59:18<00:00,  2.91it/s]
Epoch 0: |          | 10356/? [59:18<00:00,  2.91it/s]
Epoch 0: |          | 10357/? [59:19<00:00,  2.91it/s]
Epoch 0: |          | 10357/? [59:19<00:00,  2.91it/s]
Epoch 0: |          | 10358/? [59:19<00:00,  2.91it/s]
Epoch 0: |          | 10358/? [59:19<00:00,  2.91it/s]
Epoch 0: |          | 10359/? [59:19<00:00,  2.91it/s]
Epoch 0: |          | 10359/? [59:19<00:00,  2.91it/s]
Epoch 0: |          | 10360/? [59:20<00:00,  2.91it/s]
Epoch 0: |          | 10360/? [59:20<00:00,  2.91it/s]
Epoch 0: |          | 10361/? [59:20<00:00,  2.91it/s]
Epoch 0: |          | 10361/? [59:20<00:00,  2.91it/s]
Epoch 0: |          | 10362/? [59:20<00:00,  2.91it/s]
Epoch 0: |          | 10362/? [59:20<00:00,  2.91it/s]
Epoch 0: |          | 10363/? [59:21<00:00,  2.91it/s]
Epoch 0: |          | 10363/? [59:21<00:00,  2.91it/s]
Epoch 0: |          | 10364/? [59:21<00:00,  2.91it/s]
Epoch 0: |          | 10364/? [59:21<00:00,  2.91it/s]
Epoch 0: |          | 10365/? [59:21<00:00,  2.91it/s]
Epoch 0: |          | 10365/? [59:21<00:00,  2.91it/s]
Epoch 0: |          | 10366/? [59:22<00:00,  2.91it/s]
Epoch 0: |          | 10366/? [59:22<00:00,  2.91it/s]
Epoch 0: |          | 10367/? [59:22<00:00,  2.91it/s]
Epoch 0: |          | 10367/? [59:22<00:00,  2.91it/s]
Epoch 0: |          | 10368/? [59:22<00:00,  2.91it/s]
Epoch 0: |          | 10368/? [59:22<00:00,  2.91it/s]
Epoch 0: |          | 10369/? [59:23<00:00,  2.91it/s]
Epoch 0: |          | 10369/? [59:23<00:00,  2.91it/s]
Epoch 0: |          | 10370/? [59:23<00:00,  2.91it/s]
Epoch 0: |          | 10370/? [59:23<00:00,  2.91it/s]
Epoch 0: |          | 10371/? [59:23<00:00,  2.91it/s]
Epoch 0: |          | 10371/? [59:23<00:00,  2.91it/s]
Epoch 0: |          | 10372/? [59:24<00:00,  2.91it/s]
Epoch 0: |          | 10372/? [59:24<00:00,  2.91it/s]
Epoch 0: |          | 10373/? [59:24<00:00,  2.91it/s]
Epoch 0: |          | 10373/? [59:24<00:00,  2.91it/s]
Epoch 0: |          | 10374/? [59:24<00:00,  2.91it/s]
Epoch 0: |          | 10374/? [59:24<00:00,  2.91it/s]
Epoch 0: |          | 10375/? [59:25<00:00,  2.91it/s]
Epoch 0: |          | 10375/? [59:25<00:00,  2.91it/s]
Epoch 0: |          | 10376/? [59:25<00:00,  2.91it/s]
Epoch 0: |          | 10376/? [59:25<00:00,  2.91it/s]
Epoch 0: |          | 10377/? [59:25<00:00,  2.91it/s]
Epoch 0: |          | 10377/? [59:25<00:00,  2.91it/s]
Epoch 0: |          | 10378/? [59:26<00:00,  2.91it/s]
Epoch 0: |          | 10378/? [59:26<00:00,  2.91it/s]
Epoch 0: |          | 10379/? [59:26<00:00,  2.91it/s]
Epoch 0: |          | 10379/? [59:26<00:00,  2.91it/s]
Epoch 0: |          | 10380/? [59:26<00:00,  2.91it/s]
Epoch 0: |          | 10380/? [59:26<00:00,  2.91it/s]
Epoch 0: |          | 10381/? [59:27<00:00,  2.91it/s]
Epoch 0: |          | 10381/? [59:27<00:00,  2.91it/s]
Epoch 0: |          | 10382/? [59:27<00:00,  2.91it/s]
Epoch 0: |          | 10382/? [59:27<00:00,  2.91it/s]
Epoch 0: |          | 10383/? [59:27<00:00,  2.91it/s]
Epoch 0: |          | 10383/? [59:27<00:00,  2.91it/s]
Epoch 0: |          | 10384/? [59:27<00:00,  2.91it/s]
Epoch 0: |          | 10384/? [59:27<00:00,  2.91it/s]
Epoch 0: |          | 10385/? [59:28<00:00,  2.91it/s]
Epoch 0: |          | 10385/? [59:28<00:00,  2.91it/s]
Epoch 0: |          | 10386/? [59:28<00:00,  2.91it/s]
Epoch 0: |          | 10386/? [59:28<00:00,  2.91it/s]
Epoch 0: |          | 10387/? [59:28<00:00,  2.91it/s]
Epoch 0: |          | 10387/? [59:28<00:00,  2.91it/s]
Epoch 0: |          | 10388/? [59:29<00:00,  2.91it/s]
Epoch 0: |          | 10388/? [59:29<00:00,  2.91it/s]
Epoch 0: |          | 10389/? [59:29<00:00,  2.91it/s]
Epoch 0: |          | 10389/? [59:29<00:00,  2.91it/s]
Epoch 0: |          | 10390/? [59:29<00:00,  2.91it/s]
Epoch 0: |          | 10390/? [59:29<00:00,  2.91it/s]
Epoch 0: |          | 10391/? [59:30<00:00,  2.91it/s]
Epoch 0: |          | 10391/? [59:30<00:00,  2.91it/s]
Epoch 0: |          | 10392/? [59:30<00:00,  2.91it/s]
Epoch 0: |          | 10392/? [59:30<00:00,  2.91it/s]
Epoch 0: |          | 10393/? [59:30<00:00,  2.91it/s]
Epoch 0: |          | 10393/? [59:30<00:00,  2.91it/s]
Epoch 0: |          | 10394/? [59:31<00:00,  2.91it/s]
Epoch 0: |          | 10394/? [59:31<00:00,  2.91it/s]
Epoch 0: |          | 10395/? [59:31<00:00,  2.91it/s]
Epoch 0: |          | 10395/? [59:31<00:00,  2.91it/s]
Epoch 0: |          | 10396/? [59:31<00:00,  2.91it/s]
Epoch 0: |          | 10396/? [59:31<00:00,  2.91it/s]
Epoch 0: |          | 10397/? [59:32<00:00,  2.91it/s]
Epoch 0: |          | 10397/? [59:32<00:00,  2.91it/s]
Epoch 0: |          | 10398/? [59:32<00:00,  2.91it/s]
Epoch 0: |          | 10398/? [59:32<00:00,  2.91it/s]
Epoch 0: |          | 10399/? [59:32<00:00,  2.91it/s]
Epoch 0: |          | 10399/? [59:32<00:00,  2.91it/s]
Epoch 0: |          | 10400/? [59:33<00:00,  2.91it/s]
Epoch 0: |          | 10400/? [59:33<00:00,  2.91it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.06it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.05it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.54it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.79it/s]

Epoch 0: |          | 10400/? [59:33<00:00,  2.91it/s]
Epoch 0: |          | 10401/? [59:33<00:00,  2.91it/s]
Epoch 0: |          | 10401/? [59:33<00:00,  2.91it/s]
Epoch 0: |          | 10402/? [59:34<00:00,  2.91it/s]
Epoch 0: |          | 10402/? [59:34<00:00,  2.91it/s]
Epoch 0: |          | 10403/? [59:34<00:00,  2.91it/s]
Epoch 0: |          | 10403/? [59:34<00:00,  2.91it/s]
Epoch 0: |          | 10404/? [59:34<00:00,  2.91it/s]
Epoch 0: |          | 10404/? [59:34<00:00,  2.91it/s]
Epoch 0: |          | 10405/? [59:35<00:00,  2.91it/s]
Epoch 0: |          | 10405/? [59:35<00:00,  2.91it/s]
Epoch 0: |          | 10406/? [59:35<00:00,  2.91it/s]
Epoch 0: |          | 10406/? [59:35<00:00,  2.91it/s]
Epoch 0: |          | 10407/? [59:35<00:00,  2.91it/s]
Epoch 0: |          | 10407/? [59:35<00:00,  2.91it/s]
Epoch 0: |          | 10408/? [59:36<00:00,  2.91it/s]
Epoch 0: |          | 10408/? [59:36<00:00,  2.91it/s]
Epoch 0: |          | 10409/? [59:36<00:00,  2.91it/s]
Epoch 0: |          | 10409/? [59:36<00:00,  2.91it/s]
Epoch 0: |          | 10410/? [59:36<00:00,  2.91it/s]
Epoch 0: |          | 10410/? [59:36<00:00,  2.91it/s]
Epoch 0: |          | 10411/? [59:37<00:00,  2.91it/s]
Epoch 0: |          | 10411/? [59:37<00:00,  2.91it/s]
Epoch 0: |          | 10412/? [59:37<00:00,  2.91it/s]
Epoch 0: |          | 10412/? [59:37<00:00,  2.91it/s]
Epoch 0: |          | 10413/? [59:37<00:00,  2.91it/s]
Epoch 0: |          | 10413/? [59:37<00:00,  2.91it/s]
Epoch 0: |          | 10414/? [59:38<00:00,  2.91it/s]
Epoch 0: |          | 10414/? [59:38<00:00,  2.91it/s]
Epoch 0: |          | 10415/? [59:38<00:00,  2.91it/s]
Epoch 0: |          | 10415/? [59:38<00:00,  2.91it/s]
Epoch 0: |          | 10416/? [59:38<00:00,  2.91it/s]
Epoch 0: |          | 10416/? [59:38<00:00,  2.91it/s]
Epoch 0: |          | 10417/? [59:38<00:00,  2.91it/s]
Epoch 0: |          | 10417/? [59:38<00:00,  2.91it/s]
Epoch 0: |          | 10418/? [59:39<00:00,  2.91it/s]
Epoch 0: |          | 10418/? [59:39<00:00,  2.91it/s]
Epoch 0: |          | 10419/? [59:39<00:00,  2.91it/s]
Epoch 0: |          | 10419/? [59:39<00:00,  2.91it/s]
Epoch 0: |          | 10420/? [59:39<00:00,  2.91it/s]
Epoch 0: |          | 10420/? [59:39<00:00,  2.91it/s]
Epoch 0: |          | 10421/? [59:40<00:00,  2.91it/s]
Epoch 0: |          | 10421/? [59:40<00:00,  2.91it/s]
Epoch 0: |          | 10422/? [59:40<00:00,  2.91it/s]
Epoch 0: |          | 10422/? [59:40<00:00,  2.91it/s]
Epoch 0: |          | 10423/? [59:40<00:00,  2.91it/s]
Epoch 0: |          | 10423/? [59:40<00:00,  2.91it/s]
Epoch 0: |          | 10424/? [59:41<00:00,  2.91it/s]
Epoch 0: |          | 10424/? [59:41<00:00,  2.91it/s]
Epoch 0: |          | 10425/? [59:41<00:00,  2.91it/s]
Epoch 0: |          | 10425/? [59:41<00:00,  2.91it/s]
Epoch 0: |          | 10426/? [59:41<00:00,  2.91it/s]
Epoch 0: |          | 10426/? [59:41<00:00,  2.91it/s]
Epoch 0: |          | 10427/? [59:42<00:00,  2.91it/s]
Epoch 0: |          | 10427/? [59:42<00:00,  2.91it/s]
Epoch 0: |          | 10428/? [59:42<00:00,  2.91it/s]
Epoch 0: |          | 10428/? [59:42<00:00,  2.91it/s]
Epoch 0: |          | 10429/? [59:42<00:00,  2.91it/s]
Epoch 0: |          | 10429/? [59:42<00:00,  2.91it/s]
Epoch 0: |          | 10430/? [59:43<00:00,  2.91it/s]
Epoch 0: |          | 10430/? [59:43<00:00,  2.91it/s]
Epoch 0: |          | 10431/? [59:43<00:00,  2.91it/s]
Epoch 0: |          | 10431/? [59:43<00:00,  2.91it/s]
Epoch 0: |          | 10432/? [59:43<00:00,  2.91it/s]
Epoch 0: |          | 10432/? [59:43<00:00,  2.91it/s]
Epoch 0: |          | 10433/? [59:44<00:00,  2.91it/s]
Epoch 0: |          | 10433/? [59:44<00:00,  2.91it/s]
Epoch 0: |          | 10434/? [59:44<00:00,  2.91it/s]
Epoch 0: |          | 10434/? [59:44<00:00,  2.91it/s]
Epoch 0: |          | 10435/? [59:44<00:00,  2.91it/s]
Epoch 0: |          | 10435/? [59:44<00:00,  2.91it/s]
Epoch 0: |          | 10436/? [59:45<00:00,  2.91it/s]
Epoch 0: |          | 10436/? [59:45<00:00,  2.91it/s]
Epoch 0: |          | 10437/? [59:45<00:00,  2.91it/s]
Epoch 0: |          | 10437/? [59:45<00:00,  2.91it/s]
Epoch 0: |          | 10438/? [59:45<00:00,  2.91it/s]
Epoch 0: |          | 10438/? [59:45<00:00,  2.91it/s]
Epoch 0: |          | 10439/? [59:46<00:00,  2.91it/s]
Epoch 0: |          | 10439/? [59:46<00:00,  2.91it/s]
Epoch 0: |          | 10440/? [59:46<00:00,  2.91it/s]
Epoch 0: |          | 10440/? [59:46<00:00,  2.91it/s]
Epoch 0: |          | 10441/? [59:46<00:00,  2.91it/s]
Epoch 0: |          | 10441/? [59:46<00:00,  2.91it/s]
Epoch 0: |          | 10442/? [59:47<00:00,  2.91it/s]
Epoch 0: |          | 10442/? [59:47<00:00,  2.91it/s]
Epoch 0: |          | 10443/? [59:47<00:00,  2.91it/s]
Epoch 0: |          | 10443/? [59:47<00:00,  2.91it/s]
Epoch 0: |          | 10444/? [59:47<00:00,  2.91it/s]
Epoch 0: |          | 10444/? [59:47<00:00,  2.91it/s]
Epoch 0: |          | 10445/? [59:47<00:00,  2.91it/s]
Epoch 0: |          | 10445/? [59:47<00:00,  2.91it/s]
Epoch 0: |          | 10446/? [59:48<00:00,  2.91it/s]
Epoch 0: |          | 10446/? [59:48<00:00,  2.91it/s]
Epoch 0: |          | 10447/? [59:48<00:00,  2.91it/s]
Epoch 0: |          | 10447/? [59:48<00:00,  2.91it/s]
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Epoch 0: |          | 10516/? [1:00:10<00:00,  2.91it/s]
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Epoch 0: |          | 10518/? [1:00:11<00:00,  2.91it/s]
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Epoch 0: |          | 10519/? [1:00:11<00:00,  2.91it/s]
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Epoch 0: |          | 10520/? [1:00:11<00:00,  2.91it/s]
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Epoch 0: |          | 10521/? [1:00:12<00:00,  2.91it/s]
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Epoch 0: |          | 10522/? [1:00:12<00:00,  2.91it/s]
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Epoch 0: |          | 10523/? [1:00:12<00:00,  2.91it/s]
Epoch 0: |          | 10523/? [1:00:12<00:00,  2.91it/s]
Epoch 0: |          | 10524/? [1:00:13<00:00,  2.91it/s]
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Epoch 0: |          | 10525/? [1:00:13<00:00,  2.91it/s]
Epoch 0: |          | 10525/? [1:00:13<00:00,  2.91it/s]
Epoch 0: |          | 10526/? [1:00:13<00:00,  2.91it/s]
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Epoch 0: |          | 10527/? [1:00:14<00:00,  2.91it/s]
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Epoch 0: |          | 10528/? [1:00:14<00:00,  2.91it/s]
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Epoch 0: |          | 10529/? [1:00:14<00:00,  2.91it/s]
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Epoch 0: |          | 10530/? [1:00:15<00:00,  2.91it/s]
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Epoch 0: |          | 10531/? [1:00:15<00:00,  2.91it/s]
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Epoch 0: |          | 10532/? [1:00:15<00:00,  2.91it/s]
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Epoch 0: |          | 10533/? [1:00:16<00:00,  2.91it/s]
Epoch 0: |          | 10533/? [1:00:16<00:00,  2.91it/s]
Epoch 0: |          | 10534/? [1:00:16<00:00,  2.91it/s]
Epoch 0: |          | 10534/? [1:00:16<00:00,  2.91it/s]
Epoch 0: |          | 10535/? [1:00:16<00:00,  2.91it/s]
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Epoch 0: |          | 10536/? [1:00:17<00:00,  2.91it/s]
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Epoch 0: |          | 10537/? [1:00:17<00:00,  2.91it/s]
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Epoch 0: |          | 10538/? [1:00:17<00:00,  2.91it/s]
Epoch 0: |          | 10538/? [1:00:17<00:00,  2.91it/s]
Epoch 0: |          | 10539/? [1:00:18<00:00,  2.91it/s]
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Epoch 0: |          | 10540/? [1:00:18<00:00,  2.91it/s]
Epoch 0: |          | 10540/? [1:00:18<00:00,  2.91it/s]
Epoch 0: |          | 10541/? [1:00:18<00:00,  2.91it/s]
Epoch 0: |          | 10541/? [1:00:18<00:00,  2.91it/s]
Epoch 0: |          | 10542/? [1:00:19<00:00,  2.91it/s]
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Epoch 0: |          | 10543/? [1:00:19<00:00,  2.91it/s]
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Epoch 0: |          | 10544/? [1:00:19<00:00,  2.91it/s]
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Epoch 0: |          | 10545/? [1:00:19<00:00,  2.91it/s]
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Epoch 0: |          | 10546/? [1:00:20<00:00,  2.91it/s]
Epoch 0: |          | 10546/? [1:00:20<00:00,  2.91it/s]
Epoch 0: |          | 10547/? [1:00:20<00:00,  2.91it/s]
Epoch 0: |          | 10547/? [1:00:20<00:00,  2.91it/s]
Epoch 0: |          | 10548/? [1:00:20<00:00,  2.91it/s]
Epoch 0: |          | 10548/? [1:00:20<00:00,  2.91it/s]
Epoch 0: |          | 10549/? [1:00:21<00:00,  2.91it/s]
Epoch 0: |          | 10549/? [1:00:21<00:00,  2.91it/s]
Epoch 0: |          | 10550/? [1:00:21<00:00,  2.91it/s]
Epoch 0: |          | 10550/? [1:00:21<00:00,  2.91it/s]
Epoch 0: |          | 10551/? [1:00:21<00:00,  2.91it/s]
Epoch 0: |          | 10551/? [1:00:21<00:00,  2.91it/s]
Epoch 0: |          | 10552/? [1:00:22<00:00,  2.91it/s]
Epoch 0: |          | 10552/? [1:00:22<00:00,  2.91it/s]
Epoch 0: |          | 10553/? [1:00:22<00:00,  2.91it/s]
Epoch 0: |          | 10553/? [1:00:22<00:00,  2.91it/s]
Epoch 0: |          | 10554/? [1:00:22<00:00,  2.91it/s]
Epoch 0: |          | 10554/? [1:00:22<00:00,  2.91it/s]
Epoch 0: |          | 10555/? [1:00:23<00:00,  2.91it/s]
Epoch 0: |          | 10555/? [1:00:23<00:00,  2.91it/s]
Epoch 0: |          | 10556/? [1:00:23<00:00,  2.91it/s]
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Epoch 0: |          | 10557/? [1:00:23<00:00,  2.91it/s]
Epoch 0: |          | 10557/? [1:00:23<00:00,  2.91it/s]
Epoch 0: |          | 10558/? [1:00:24<00:00,  2.91it/s]
Epoch 0: |          | 10558/? [1:00:24<00:00,  2.91it/s]
Epoch 0: |          | 10559/? [1:00:24<00:00,  2.91it/s]
Epoch 0: |          | 10559/? [1:00:24<00:00,  2.91it/s]
Epoch 0: |          | 10560/? [1:00:24<00:00,  2.91it/s]
Epoch 0: |          | 10560/? [1:00:24<00:00,  2.91it/s]
Epoch 0: |          | 10561/? [1:00:25<00:00,  2.91it/s]
Epoch 0: |          | 10561/? [1:00:25<00:00,  2.91it/s]
Epoch 0: |          | 10562/? [1:00:25<00:00,  2.91it/s]
Epoch 0: |          | 10562/? [1:00:25<00:00,  2.91it/s]
Epoch 0: |          | 10563/? [1:00:25<00:00,  2.91it/s]
Epoch 0: |          | 10563/? [1:00:25<00:00,  2.91it/s]
Epoch 0: |          | 10564/? [1:00:26<00:00,  2.91it/s]
Epoch 0: |          | 10564/? [1:00:26<00:00,  2.91it/s]
Epoch 0: |          | 10565/? [1:00:26<00:00,  2.91it/s]
Epoch 0: |          | 10565/? [1:00:26<00:00,  2.91it/s]
Epoch 0: |          | 10566/? [1:00:26<00:00,  2.91it/s]
Epoch 0: |          | 10566/? [1:00:26<00:00,  2.91it/s]
Epoch 0: |          | 10567/? [1:00:27<00:00,  2.91it/s]
Epoch 0: |          | 10567/? [1:00:27<00:00,  2.91it/s]
Epoch 0: |          | 10568/? [1:00:27<00:00,  2.91it/s]
Epoch 0: |          | 10568/? [1:00:27<00:00,  2.91it/s]
Epoch 0: |          | 10569/? [1:00:27<00:00,  2.91it/s]
Epoch 0: |          | 10569/? [1:00:27<00:00,  2.91it/s]
Epoch 0: |          | 10570/? [1:00:27<00:00,  2.91it/s]
Epoch 0: |          | 10570/? [1:00:27<00:00,  2.91it/s]
Epoch 0: |          | 10571/? [1:00:28<00:00,  2.91it/s]
Epoch 0: |          | 10571/? [1:00:28<00:00,  2.91it/s]
Epoch 0: |          | 10572/? [1:00:28<00:00,  2.91it/s]
Epoch 0: |          | 10572/? [1:00:28<00:00,  2.91it/s]
Epoch 0: |          | 10573/? [1:00:28<00:00,  2.91it/s]
Epoch 0: |          | 10573/? [1:00:28<00:00,  2.91it/s]
Epoch 0: |          | 10574/? [1:00:29<00:00,  2.91it/s]
Epoch 0: |          | 10574/? [1:00:29<00:00,  2.91it/s]
Epoch 0: |          | 10575/? [1:00:29<00:00,  2.91it/s]
Epoch 0: |          | 10575/? [1:00:29<00:00,  2.91it/s]
Epoch 0: |          | 10576/? [1:00:29<00:00,  2.91it/s]
Epoch 0: |          | 10576/? [1:00:29<00:00,  2.91it/s]
Epoch 0: |          | 10577/? [1:00:30<00:00,  2.91it/s]
Epoch 0: |          | 10577/? [1:00:30<00:00,  2.91it/s]
Epoch 0: |          | 10578/? [1:00:30<00:00,  2.91it/s]
Epoch 0: |          | 10578/? [1:00:30<00:00,  2.91it/s]
Epoch 0: |          | 10579/? [1:00:30<00:00,  2.91it/s]
Epoch 0: |          | 10579/? [1:00:30<00:00,  2.91it/s]
Epoch 0: |          | 10580/? [1:00:31<00:00,  2.91it/s]
Epoch 0: |          | 10580/? [1:00:31<00:00,  2.91it/s]
Epoch 0: |          | 10581/? [1:00:31<00:00,  2.91it/s]
Epoch 0: |          | 10581/? [1:00:31<00:00,  2.91it/s]
Epoch 0: |          | 10582/? [1:00:31<00:00,  2.91it/s]
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Epoch 0: |          | 10583/? [1:00:32<00:00,  2.91it/s]
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Epoch 0: |          | 10590/? [1:00:34<00:00,  2.91it/s]
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Epoch 0: |          | 10591/? [1:00:34<00:00,  2.91it/s]
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Epoch 0: |          | 10598/? [1:00:37<00:00,  2.91it/s]
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Epoch 0: |          | 10599/? [1:00:37<00:00,  2.91it/s]
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Epoch 0: |          | 10600/? [1:00:37<00:00,  2.91it/s]
Epoch 0: |          | 10600/? [1:00:37<00:00,  2.91it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.89it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.37it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.14it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.11it/s]

Epoch 0: |          | 10600/? [1:00:37<00:00,  2.91it/s]
Epoch 0: |          | 10601/? [1:00:38<00:00,  2.91it/s]
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Epoch 0: |          | 10602/? [1:00:38<00:00,  2.91it/s]
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Epoch 0: |          | 10603/? [1:00:38<00:00,  2.91it/s]
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Epoch 0: |          | 10604/? [1:00:39<00:00,  2.91it/s]
Epoch 0: |          | 10604/? [1:00:39<00:00,  2.91it/s]
Epoch 0: |          | 10605/? [1:00:39<00:00,  2.91it/s]
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Epoch 0: |          | 10606/? [1:00:39<00:00,  2.91it/s]
Epoch 0: |          | 10606/? [1:00:39<00:00,  2.91it/s]
Epoch 0: |          | 10607/? [1:00:40<00:00,  2.91it/s]
Epoch 0: |          | 10607/? [1:00:40<00:00,  2.91it/s]
Epoch 0: |          | 10608/? [1:00:40<00:00,  2.91it/s]
Epoch 0: |          | 10608/? [1:00:40<00:00,  2.91it/s]
Epoch 0: |          | 10609/? [1:00:40<00:00,  2.91it/s]
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Epoch 0: |          | 10610/? [1:00:41<00:00,  2.91it/s]
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Epoch 0: |          | 10611/? [1:00:41<00:00,  2.91it/s]
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Epoch 0: |          | 10612/? [1:00:41<00:00,  2.91it/s]
Epoch 0: |          | 10612/? [1:00:41<00:00,  2.91it/s]
Epoch 0: |          | 10613/? [1:00:42<00:00,  2.91it/s]
Epoch 0: |          | 10613/? [1:00:42<00:00,  2.91it/s]
Epoch 0: |          | 10614/? [1:00:42<00:00,  2.91it/s]
Epoch 0: |          | 10614/? [1:00:42<00:00,  2.91it/s]
Epoch 0: |          | 10615/? [1:00:42<00:00,  2.91it/s]
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Epoch 0: |          | 10616/? [1:00:43<00:00,  2.91it/s]
Epoch 0: |          | 10616/? [1:00:43<00:00,  2.91it/s]
Epoch 0: |          | 10617/? [1:00:43<00:00,  2.91it/s]
Epoch 0: |          | 10617/? [1:00:43<00:00,  2.91it/s]
Epoch 0: |          | 10618/? [1:00:43<00:00,  2.91it/s]
Epoch 0: |          | 10618/? [1:00:43<00:00,  2.91it/s]
Epoch 0: |          | 10619/? [1:00:44<00:00,  2.91it/s]
Epoch 0: |          | 10619/? [1:00:44<00:00,  2.91it/s]
Epoch 0: |          | 10620/? [1:00:44<00:00,  2.91it/s]
Epoch 0: |          | 10620/? [1:00:44<00:00,  2.91it/s]
Epoch 0: |          | 10621/? [1:00:44<00:00,  2.91it/s]
Epoch 0: |          | 10621/? [1:00:44<00:00,  2.91it/s]
Epoch 0: |          | 10622/? [1:00:45<00:00,  2.91it/s]
Epoch 0: |          | 10622/? [1:00:45<00:00,  2.91it/s]
Epoch 0: |          | 10623/? [1:00:45<00:00,  2.91it/s]
Epoch 0: |          | 10623/? [1:00:45<00:00,  2.91it/s]
Epoch 0: |          | 10624/? [1:00:45<00:00,  2.91it/s]
Epoch 0: |          | 10624/? [1:00:45<00:00,  2.91it/s]
Epoch 0: |          | 10625/? [1:00:45<00:00,  2.91it/s]
Epoch 0: |          | 10625/? [1:00:45<00:00,  2.91it/s]
Epoch 0: |          | 10626/? [1:00:46<00:00,  2.91it/s]
Epoch 0: |          | 10626/? [1:00:46<00:00,  2.91it/s]
Epoch 0: |          | 10627/? [1:00:46<00:00,  2.91it/s]
Epoch 0: |          | 10627/? [1:00:46<00:00,  2.91it/s]
Epoch 0: |          | 10628/? [1:00:46<00:00,  2.91it/s]
Epoch 0: |          | 10628/? [1:00:46<00:00,  2.91it/s]
Epoch 0: |          | 10629/? [1:00:47<00:00,  2.91it/s]
Epoch 0: |          | 10629/? [1:00:47<00:00,  2.91it/s]
Epoch 0: |          | 10630/? [1:00:47<00:00,  2.91it/s]
Epoch 0: |          | 10630/? [1:00:47<00:00,  2.91it/s]
Epoch 0: |          | 10631/? [1:00:47<00:00,  2.91it/s]
Epoch 0: |          | 10631/? [1:00:47<00:00,  2.91it/s]
Epoch 0: |          | 10632/? [1:00:48<00:00,  2.91it/s]
Epoch 0: |          | 10632/? [1:00:48<00:00,  2.91it/s]
Epoch 0: |          | 10633/? [1:00:48<00:00,  2.91it/s]
Epoch 0: |          | 10633/? [1:00:48<00:00,  2.91it/s]
Epoch 0: |          | 10634/? [1:00:48<00:00,  2.91it/s]
Epoch 0: |          | 10634/? [1:00:48<00:00,  2.91it/s]
Epoch 0: |          | 10635/? [1:00:49<00:00,  2.91it/s]
Epoch 0: |          | 10635/? [1:00:49<00:00,  2.91it/s]
Epoch 0: |          | 10636/? [1:00:49<00:00,  2.91it/s]
Epoch 0: |          | 10636/? [1:00:49<00:00,  2.91it/s]
Epoch 0: |          | 10637/? [1:00:49<00:00,  2.91it/s]
Epoch 0: |          | 10637/? [1:00:49<00:00,  2.91it/s]
Epoch 0: |          | 10638/? [1:00:50<00:00,  2.91it/s]
Epoch 0: |          | 10638/? [1:00:50<00:00,  2.91it/s]
Epoch 0: |          | 10639/? [1:00:50<00:00,  2.91it/s]
Epoch 0: |          | 10639/? [1:00:50<00:00,  2.91it/s]
Epoch 0: |          | 10640/? [1:00:50<00:00,  2.91it/s]
Epoch 0: |          | 10640/? [1:00:50<00:00,  2.91it/s]
Epoch 0: |          | 10641/? [1:00:51<00:00,  2.91it/s]
Epoch 0: |          | 10641/? [1:00:51<00:00,  2.91it/s]
Epoch 0: |          | 10642/? [1:00:51<00:00,  2.91it/s]
Epoch 0: |          | 10642/? [1:00:51<00:00,  2.91it/s]
Epoch 0: |          | 10643/? [1:00:51<00:00,  2.91it/s]
Epoch 0: |          | 10643/? [1:00:51<00:00,  2.91it/s]
Epoch 0: |          | 10644/? [1:00:52<00:00,  2.91it/s]
Epoch 0: |          | 10644/? [1:00:52<00:00,  2.91it/s]
Epoch 0: |          | 10645/? [1:00:52<00:00,  2.91it/s]
Epoch 0: |          | 10645/? [1:00:52<00:00,  2.91it/s]
Epoch 0: |          | 10646/? [1:00:52<00:00,  2.91it/s]
Epoch 0: |          | 10646/? [1:00:52<00:00,  2.91it/s]
Epoch 0: |          | 10647/? [1:00:53<00:00,  2.91it/s]
Epoch 0: |          | 10647/? [1:00:53<00:00,  2.91it/s]
Epoch 0: |          | 10648/? [1:00:53<00:00,  2.91it/s]
Epoch 0: |          | 10648/? [1:00:53<00:00,  2.91it/s]
Epoch 0: |          | 10649/? [1:00:53<00:00,  2.91it/s]
Epoch 0: |          | 10649/? [1:00:53<00:00,  2.91it/s]
Epoch 0: |          | 10650/? [1:00:54<00:00,  2.91it/s]
Epoch 0: |          | 10650/? [1:00:54<00:00,  2.91it/s]
Epoch 0: |          | 10651/? [1:00:54<00:00,  2.91it/s]
Epoch 0: |          | 10651/? [1:00:54<00:00,  2.91it/s]
Epoch 0: |          | 10652/? [1:00:54<00:00,  2.91it/s]
Epoch 0: |          | 10652/? [1:00:54<00:00,  2.91it/s]
Epoch 0: |          | 10653/? [1:00:55<00:00,  2.91it/s]
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Epoch 0: |          | 10654/? [1:00:55<00:00,  2.91it/s]
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Epoch 0: |          | 10655/? [1:00:55<00:00,  2.91it/s]
Epoch 0: |          | 10655/? [1:00:55<00:00,  2.91it/s]
Epoch 0: |          | 10656/? [1:00:55<00:00,  2.91it/s]
Epoch 0: |          | 10656/? [1:00:55<00:00,  2.91it/s]
Epoch 0: |          | 10657/? [1:00:56<00:00,  2.91it/s]
Epoch 0: |          | 10657/? [1:00:56<00:00,  2.91it/s]
Epoch 0: |          | 10658/? [1:00:56<00:00,  2.91it/s]
Epoch 0: |          | 10658/? [1:00:56<00:00,  2.91it/s]
Epoch 0: |          | 10659/? [1:00:56<00:00,  2.91it/s]
Epoch 0: |          | 10659/? [1:00:56<00:00,  2.91it/s]
Epoch 0: |          | 10660/? [1:00:57<00:00,  2.91it/s]
Epoch 0: |          | 10660/? [1:00:57<00:00,  2.91it/s]
Epoch 0: |          | 10661/? [1:00:57<00:00,  2.91it/s]
Epoch 0: |          | 10661/? [1:00:57<00:00,  2.91it/s]
Epoch 0: |          | 10662/? [1:00:57<00:00,  2.91it/s]
Epoch 0: |          | 10662/? [1:00:57<00:00,  2.91it/s]
Epoch 0: |          | 10663/? [1:00:58<00:00,  2.91it/s]
Epoch 0: |          | 10663/? [1:00:58<00:00,  2.91it/s]
Epoch 0: |          | 10664/? [1:00:58<00:00,  2.91it/s]
Epoch 0: |          | 10664/? [1:00:58<00:00,  2.91it/s]
Epoch 0: |          | 10665/? [1:00:58<00:00,  2.91it/s]
Epoch 0: |          | 10665/? [1:00:58<00:00,  2.91it/s]
Epoch 0: |          | 10666/? [1:00:59<00:00,  2.91it/s]
Epoch 0: |          | 10666/? [1:00:59<00:00,  2.91it/s]
Epoch 0: |          | 10667/? [1:00:59<00:00,  2.91it/s]
Epoch 0: |          | 10667/? [1:00:59<00:00,  2.91it/s]
Epoch 0: |          | 10668/? [1:00:59<00:00,  2.91it/s]
Epoch 0: |          | 10668/? [1:00:59<00:00,  2.91it/s]
Epoch 0: |          | 10669/? [1:01:00<00:00,  2.91it/s]
Epoch 0: |          | 10669/? [1:01:00<00:00,  2.91it/s]
Epoch 0: |          | 10670/? [1:01:00<00:00,  2.91it/s]
Epoch 0: |          | 10670/? [1:01:00<00:00,  2.91it/s]
Epoch 0: |          | 10671/? [1:01:00<00:00,  2.92it/s]
Epoch 0: |          | 10671/? [1:01:00<00:00,  2.92it/s]
Epoch 0: |          | 10672/? [1:01:01<00:00,  2.91it/s]
Epoch 0: |          | 10672/? [1:01:01<00:00,  2.91it/s]
Epoch 0: |          | 10673/? [1:01:01<00:00,  2.92it/s]
Epoch 0: |          | 10673/? [1:01:01<00:00,  2.92it/s]
Epoch 0: |          | 10674/? [1:01:01<00:00,  2.92it/s]
Epoch 0: |          | 10674/? [1:01:01<00:00,  2.92it/s]
Epoch 0: |          | 10675/? [1:01:01<00:00,  2.92it/s]
Epoch 0: |          | 10675/? [1:01:01<00:00,  2.92it/s]
Epoch 0: |          | 10676/? [1:01:02<00:00,  2.92it/s]
Epoch 0: |          | 10676/? [1:01:02<00:00,  2.92it/s]
Epoch 0: |          | 10677/? [1:01:02<00:00,  2.92it/s]
Epoch 0: |          | 10677/? [1:01:02<00:00,  2.92it/s]
Epoch 0: |          | 10678/? [1:01:02<00:00,  2.92it/s]
Epoch 0: |          | 10678/? [1:01:02<00:00,  2.92it/s]
Epoch 0: |          | 10679/? [1:01:03<00:00,  2.92it/s]
Epoch 0: |          | 10679/? [1:01:03<00:00,  2.92it/s]
Epoch 0: |          | 10680/? [1:01:03<00:00,  2.92it/s]
Epoch 0: |          | 10680/? [1:01:03<00:00,  2.92it/s]
Epoch 0: |          | 10681/? [1:01:03<00:00,  2.92it/s]
Epoch 0: |          | 10681/? [1:01:03<00:00,  2.92it/s]
Epoch 0: |          | 10682/? [1:01:04<00:00,  2.92it/s]
Epoch 0: |          | 10682/? [1:01:04<00:00,  2.92it/s]
Epoch 0: |          | 10683/? [1:01:04<00:00,  2.92it/s]
Epoch 0: |          | 10683/? [1:01:04<00:00,  2.92it/s]
Epoch 0: |          | 10684/? [1:01:04<00:00,  2.92it/s]
Epoch 0: |          | 10684/? [1:01:04<00:00,  2.92it/s]
Epoch 0: |          | 10685/? [1:01:05<00:00,  2.92it/s]
Epoch 0: |          | 10685/? [1:01:05<00:00,  2.92it/s]
Epoch 0: |          | 10686/? [1:01:05<00:00,  2.92it/s]
Epoch 0: |          | 10686/? [1:01:05<00:00,  2.92it/s]
Epoch 0: |          | 10687/? [1:01:05<00:00,  2.92it/s]
Epoch 0: |          | 10687/? [1:01:05<00:00,  2.92it/s]
Epoch 0: |          | 10688/? [1:01:06<00:00,  2.92it/s]
Epoch 0: |          | 10688/? [1:01:06<00:00,  2.92it/s]
Epoch 0: |          | 10689/? [1:01:06<00:00,  2.92it/s]
Epoch 0: |          | 10689/? [1:01:06<00:00,  2.92it/s]
Epoch 0: |          | 10690/? [1:01:06<00:00,  2.92it/s]
Epoch 0: |          | 10690/? [1:01:06<00:00,  2.92it/s]
Epoch 0: |          | 10691/? [1:01:07<00:00,  2.92it/s]
Epoch 0: |          | 10691/? [1:01:07<00:00,  2.92it/s]
Epoch 0: |          | 10692/? [1:01:07<00:00,  2.92it/s]
Epoch 0: |          | 10692/? [1:01:07<00:00,  2.92it/s]
Epoch 0: |          | 10693/? [1:01:07<00:00,  2.92it/s]
Epoch 0: |          | 10693/? [1:01:07<00:00,  2.92it/s]
Epoch 0: |          | 10694/? [1:01:08<00:00,  2.92it/s]
Epoch 0: |          | 10694/? [1:01:08<00:00,  2.92it/s]
Epoch 0: |          | 10695/? [1:01:08<00:00,  2.92it/s]
Epoch 0: |          | 10695/? [1:01:08<00:00,  2.92it/s]
Epoch 0: |          | 10696/? [1:01:08<00:00,  2.92it/s]
Epoch 0: |          | 10696/? [1:01:08<00:00,  2.92it/s]
Epoch 0: |          | 10697/? [1:01:09<00:00,  2.92it/s]
Epoch 0: |          | 10697/? [1:01:09<00:00,  2.92it/s]
Epoch 0: |          | 10698/? [1:01:09<00:00,  2.92it/s]
Epoch 0: |          | 10698/? [1:01:09<00:00,  2.92it/s]
Epoch 0: |          | 10699/? [1:01:09<00:00,  2.92it/s]
Epoch 0: |          | 10699/? [1:01:09<00:00,  2.92it/s]
Epoch 0: |          | 10700/? [1:01:09<00:00,  2.92it/s]
Epoch 0: |          | 10700/? [1:01:09<00:00,  2.92it/s]
Epoch 0: |          | 10701/? [1:01:10<00:00,  2.92it/s]
Epoch 0: |          | 10701/? [1:01:10<00:00,  2.92it/s]
Epoch 0: |          | 10702/? [1:01:10<00:00,  2.92it/s]
Epoch 0: |          | 10702/? [1:01:10<00:00,  2.92it/s]
Epoch 0: |          | 10703/? [1:01:10<00:00,  2.92it/s]
Epoch 0: |          | 10703/? [1:01:10<00:00,  2.92it/s]
Epoch 0: |          | 10704/? [1:01:11<00:00,  2.92it/s]
Epoch 0: |          | 10704/? [1:01:11<00:00,  2.92it/s]
Epoch 0: |          | 10705/? [1:01:11<00:00,  2.92it/s]
Epoch 0: |          | 10705/? [1:01:11<00:00,  2.92it/s]
Epoch 0: |          | 10706/? [1:01:11<00:00,  2.92it/s]
Epoch 0: |          | 10706/? [1:01:11<00:00,  2.92it/s]
Epoch 0: |          | 10707/? [1:01:12<00:00,  2.92it/s]
Epoch 0: |          | 10707/? [1:01:12<00:00,  2.92it/s]
Epoch 0: |          | 10708/? [1:01:12<00:00,  2.92it/s]
Epoch 0: |          | 10708/? [1:01:12<00:00,  2.92it/s]
Epoch 0: |          | 10709/? [1:01:12<00:00,  2.92it/s]
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Epoch 0: |          | 10713/? [1:01:14<00:00,  2.92it/s]
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Epoch 0: |          | 10714/? [1:01:14<00:00,  2.92it/s]
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Epoch 0: |          | 10715/? [1:01:14<00:00,  2.92it/s]
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Epoch 0: |          | 10716/? [1:01:15<00:00,  2.92it/s]
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Epoch 0: |          | 10717/? [1:01:15<00:00,  2.92it/s]
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Epoch 0: |          | 10718/? [1:01:15<00:00,  2.92it/s]
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Epoch 0: |          | 10719/? [1:01:16<00:00,  2.92it/s]
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Epoch 0: |          | 10720/? [1:01:16<00:00,  2.92it/s]
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Epoch 0: |          | 10721/? [1:01:16<00:00,  2.92it/s]
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Epoch 0: |          | 10722/? [1:01:17<00:00,  2.92it/s]
Epoch 0: |          | 10722/? [1:01:17<00:00,  2.92it/s]
Epoch 0: |          | 10723/? [1:01:17<00:00,  2.92it/s]
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Epoch 0: |          | 10724/? [1:01:17<00:00,  2.92it/s]
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Epoch 0: |          | 10725/? [1:01:18<00:00,  2.92it/s]
Epoch 0: |          | 10725/? [1:01:18<00:00,  2.92it/s]
Epoch 0: |          | 10726/? [1:01:18<00:00,  2.92it/s]
Epoch 0: |          | 10726/? [1:01:18<00:00,  2.92it/s]
Epoch 0: |          | 10727/? [1:01:18<00:00,  2.92it/s]
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Epoch 0: |          | 10728/? [1:01:19<00:00,  2.92it/s]
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Epoch 0: |          | 10729/? [1:01:19<00:00,  2.92it/s]
Epoch 0: |          | 10729/? [1:01:19<00:00,  2.92it/s]
Epoch 0: |          | 10730/? [1:01:19<00:00,  2.92it/s]
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Epoch 0: |          | 10731/? [1:01:19<00:00,  2.92it/s]
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Epoch 0: |          | 10732/? [1:01:20<00:00,  2.92it/s]
Epoch 0: |          | 10732/? [1:01:20<00:00,  2.92it/s]
Epoch 0: |          | 10733/? [1:01:20<00:00,  2.92it/s]
Epoch 0: |          | 10733/? [1:01:20<00:00,  2.92it/s]
Epoch 0: |          | 10734/? [1:01:20<00:00,  2.92it/s]
Epoch 0: |          | 10734/? [1:01:20<00:00,  2.92it/s]
Epoch 0: |          | 10735/? [1:01:21<00:00,  2.92it/s]
Epoch 0: |          | 10735/? [1:01:21<00:00,  2.92it/s]
Epoch 0: |          | 10736/? [1:01:21<00:00,  2.92it/s]
Epoch 0: |          | 10736/? [1:01:21<00:00,  2.92it/s]
Epoch 0: |          | 10737/? [1:01:21<00:00,  2.92it/s]
Epoch 0: |          | 10737/? [1:01:21<00:00,  2.92it/s]
Epoch 0: |          | 10738/? [1:01:22<00:00,  2.92it/s]
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Epoch 0: |          | 10739/? [1:01:22<00:00,  2.92it/s]
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Epoch 0: |          | 10740/? [1:01:22<00:00,  2.92it/s]
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Epoch 0: |          | 10741/? [1:01:23<00:00,  2.92it/s]
Epoch 0: |          | 10741/? [1:01:23<00:00,  2.92it/s]
Epoch 0: |          | 10742/? [1:01:23<00:00,  2.92it/s]
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Epoch 0: |          | 10743/? [1:01:23<00:00,  2.92it/s]
Epoch 0: |          | 10743/? [1:01:23<00:00,  2.92it/s]
Epoch 0: |          | 10744/? [1:01:24<00:00,  2.92it/s]
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Epoch 0: |          | 10745/? [1:01:24<00:00,  2.92it/s]
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Epoch 0: |          | 10746/? [1:01:24<00:00,  2.92it/s]
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Epoch 0: |          | 10747/? [1:01:25<00:00,  2.92it/s]
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Epoch 0: |          | 10748/? [1:01:25<00:00,  2.92it/s]
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Epoch 0: |          | 10749/? [1:01:25<00:00,  2.92it/s]
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Epoch 0: |          | 10750/? [1:01:25<00:00,  2.92it/s]
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Epoch 0: |          | 10751/? [1:01:26<00:00,  2.92it/s]
Epoch 0: |          | 10751/? [1:01:26<00:00,  2.92it/s]
Epoch 0: |          | 10752/? [1:01:26<00:00,  2.92it/s]
Epoch 0: |          | 10752/? [1:01:26<00:00,  2.92it/s]
Epoch 0: |          | 10753/? [1:01:26<00:00,  2.92it/s]
Epoch 0: |          | 10753/? [1:01:26<00:00,  2.92it/s]
Epoch 0: |          | 10754/? [1:01:27<00:00,  2.92it/s]
Epoch 0: |          | 10754/? [1:01:27<00:00,  2.92it/s]
Epoch 0: |          | 10755/? [1:01:27<00:00,  2.92it/s]
Epoch 0: |          | 10755/? [1:01:27<00:00,  2.92it/s]
Epoch 0: |          | 10756/? [1:01:27<00:00,  2.92it/s]
Epoch 0: |          | 10756/? [1:01:27<00:00,  2.92it/s]
Epoch 0: |          | 10757/? [1:01:28<00:00,  2.92it/s]
Epoch 0: |          | 10757/? [1:01:28<00:00,  2.92it/s]
Epoch 0: |          | 10758/? [1:01:28<00:00,  2.92it/s]
Epoch 0: |          | 10758/? [1:01:28<00:00,  2.92it/s]
Epoch 0: |          | 10759/? [1:01:28<00:00,  2.92it/s]
Epoch 0: |          | 10759/? [1:01:28<00:00,  2.92it/s]
Epoch 0: |          | 10760/? [1:01:29<00:00,  2.92it/s]
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Epoch 0: |          | 10761/? [1:01:29<00:00,  2.92it/s]
Epoch 0: |          | 10761/? [1:01:29<00:00,  2.92it/s]
Epoch 0: |          | 10762/? [1:01:29<00:00,  2.92it/s]
Epoch 0: |          | 10762/? [1:01:29<00:00,  2.92it/s]
Epoch 0: |          | 10763/? [1:01:30<00:00,  2.92it/s]
Epoch 0: |          | 10763/? [1:01:30<00:00,  2.92it/s]
Epoch 0: |          | 10764/? [1:01:30<00:00,  2.92it/s]
Epoch 0: |          | 10764/? [1:01:30<00:00,  2.92it/s]
Epoch 0: |          | 10765/? [1:01:30<00:00,  2.92it/s]
Epoch 0: |          | 10765/? [1:01:30<00:00,  2.92it/s]
Epoch 0: |          | 10766/? [1:01:31<00:00,  2.92it/s]
Epoch 0: |          | 10766/? [1:01:31<00:00,  2.92it/s]
Epoch 0: |          | 10767/? [1:01:31<00:00,  2.92it/s]
Epoch 0: |          | 10767/? [1:01:31<00:00,  2.92it/s]
Epoch 0: |          | 10768/? [1:01:31<00:00,  2.92it/s]
Epoch 0: |          | 10768/? [1:01:31<00:00,  2.92it/s]
Epoch 0: |          | 10769/? [1:01:32<00:00,  2.92it/s]
Epoch 0: |          | 10769/? [1:01:32<00:00,  2.92it/s]
Epoch 0: |          | 10770/? [1:01:32<00:00,  2.92it/s]
Epoch 0: |          | 10770/? [1:01:32<00:00,  2.92it/s]
Epoch 0: |          | 10771/? [1:01:32<00:00,  2.92it/s]
Epoch 0: |          | 10771/? [1:01:32<00:00,  2.92it/s]
Epoch 0: |          | 10772/? [1:01:33<00:00,  2.92it/s]
Epoch 0: |          | 10772/? [1:01:33<00:00,  2.92it/s]
Epoch 0: |          | 10773/? [1:01:33<00:00,  2.92it/s]
Epoch 0: |          | 10773/? [1:01:33<00:00,  2.92it/s]
Epoch 0: |          | 10774/? [1:01:33<00:00,  2.92it/s]
Epoch 0: |          | 10774/? [1:01:33<00:00,  2.92it/s]
Epoch 0: |          | 10775/? [1:01:34<00:00,  2.92it/s]
Epoch 0: |          | 10775/? [1:01:34<00:00,  2.92it/s]
Epoch 0: |          | 10776/? [1:01:34<00:00,  2.92it/s]
Epoch 0: |          | 10776/? [1:01:34<00:00,  2.92it/s]
Epoch 0: |          | 10777/? [1:01:34<00:00,  2.92it/s]
Epoch 0: |          | 10777/? [1:01:34<00:00,  2.92it/s]
Epoch 0: |          | 10778/? [1:01:35<00:00,  2.92it/s]
Epoch 0: |          | 10778/? [1:01:35<00:00,  2.92it/s]
Epoch 0: |          | 10779/? [1:01:35<00:00,  2.92it/s]
Epoch 0: |          | 10779/? [1:01:35<00:00,  2.92it/s]
Epoch 0: |          | 10780/? [1:01:35<00:00,  2.92it/s]
Epoch 0: |          | 10780/? [1:01:35<00:00,  2.92it/s]
Epoch 0: |          | 10781/? [1:01:36<00:00,  2.92it/s]
Epoch 0: |          | 10781/? [1:01:36<00:00,  2.92it/s]
Epoch 0: |          | 10782/? [1:01:36<00:00,  2.92it/s]
Epoch 0: |          | 10782/? [1:01:36<00:00,  2.92it/s]
Epoch 0: |          | 10783/? [1:01:36<00:00,  2.92it/s]
Epoch 0: |          | 10783/? [1:01:36<00:00,  2.92it/s]
Epoch 0: |          | 10784/? [1:01:37<00:00,  2.92it/s]
Epoch 0: |          | 10784/? [1:01:37<00:00,  2.92it/s]
Epoch 0: |          | 10785/? [1:01:37<00:00,  2.92it/s]
Epoch 0: |          | 10785/? [1:01:37<00:00,  2.92it/s]
Epoch 0: |          | 10786/? [1:01:37<00:00,  2.92it/s]
Epoch 0: |          | 10786/? [1:01:37<00:00,  2.92it/s]
Epoch 0: |          | 10787/? [1:01:37<00:00,  2.92it/s]
Epoch 0: |          | 10787/? [1:01:37<00:00,  2.92it/s]
Epoch 0: |          | 10788/? [1:01:38<00:00,  2.92it/s]
Epoch 0: |          | 10788/? [1:01:38<00:00,  2.92it/s]
Epoch 0: |          | 10789/? [1:01:38<00:00,  2.92it/s]
Epoch 0: |          | 10789/? [1:01:38<00:00,  2.92it/s]
Epoch 0: |          | 10790/? [1:01:38<00:00,  2.92it/s]
Epoch 0: |          | 10790/? [1:01:38<00:00,  2.92it/s]
Epoch 0: |          | 10791/? [1:01:39<00:00,  2.92it/s]
Epoch 0: |          | 10791/? [1:01:39<00:00,  2.92it/s]
Epoch 0: |          | 10792/? [1:01:39<00:00,  2.92it/s]
Epoch 0: |          | 10792/? [1:01:39<00:00,  2.92it/s]
Epoch 0: |          | 10793/? [1:01:39<00:00,  2.92it/s]
Epoch 0: |          | 10793/? [1:01:39<00:00,  2.92it/s]
Epoch 0: |          | 10794/? [1:01:40<00:00,  2.92it/s]
Epoch 0: |          | 10794/? [1:01:40<00:00,  2.92it/s]
Epoch 0: |          | 10795/? [1:01:40<00:00,  2.92it/s]
Epoch 0: |          | 10795/? [1:01:40<00:00,  2.92it/s]
Epoch 0: |          | 10796/? [1:01:40<00:00,  2.92it/s]
Epoch 0: |          | 10796/? [1:01:40<00:00,  2.92it/s]
Epoch 0: |          | 10797/? [1:01:41<00:00,  2.92it/s]
Epoch 0: |          | 10797/? [1:01:41<00:00,  2.92it/s]
Epoch 0: |          | 10798/? [1:01:41<00:00,  2.92it/s]
Epoch 0: |          | 10798/? [1:01:41<00:00,  2.92it/s]
Epoch 0: |          | 10799/? [1:01:41<00:00,  2.92it/s]
Epoch 0: |          | 10799/? [1:01:41<00:00,  2.92it/s]
Epoch 0: |          | 10800/? [1:01:42<00:00,  2.92it/s]
Epoch 0: |          | 10800/? [1:01:42<00:00,  2.92it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.58it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.34it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.62it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.55it/s]

Epoch 0: |          | 10800/? [1:01:42<00:00,  2.92it/s]
Epoch 0: |          | 10801/? [1:01:42<00:00,  2.92it/s]
Epoch 0: |          | 10801/? [1:01:42<00:00,  2.92it/s]
Epoch 0: |          | 10802/? [1:01:43<00:00,  2.92it/s]
Epoch 0: |          | 10802/? [1:01:43<00:00,  2.92it/s]
Epoch 0: |          | 10803/? [1:01:43<00:00,  2.92it/s]
Epoch 0: |          | 10803/? [1:01:43<00:00,  2.92it/s]
Epoch 0: |          | 10804/? [1:01:43<00:00,  2.92it/s]
Epoch 0: |          | 10804/? [1:01:43<00:00,  2.92it/s]
Epoch 0: |          | 10805/? [1:01:44<00:00,  2.92it/s]
Epoch 0: |          | 10805/? [1:01:44<00:00,  2.92it/s]
Epoch 0: |          | 10806/? [1:01:44<00:00,  2.92it/s]
Epoch 0: |          | 10806/? [1:01:44<00:00,  2.92it/s]
Epoch 0: |          | 10807/? [1:01:44<00:00,  2.92it/s]
Epoch 0: |          | 10807/? [1:01:44<00:00,  2.92it/s]
Epoch 0: |          | 10808/? [1:01:44<00:00,  2.92it/s]
Epoch 0: |          | 10808/? [1:01:44<00:00,  2.92it/s]
Epoch 0: |          | 10809/? [1:01:45<00:00,  2.92it/s]
Epoch 0: |          | 10809/? [1:01:45<00:00,  2.92it/s]
Epoch 0: |          | 10810/? [1:01:45<00:00,  2.92it/s]
Epoch 0: |          | 10810/? [1:01:45<00:00,  2.92it/s]
Epoch 0: |          | 10811/? [1:01:45<00:00,  2.92it/s]
Epoch 0: |          | 10811/? [1:01:45<00:00,  2.92it/s]
Epoch 0: |          | 10812/? [1:01:46<00:00,  2.92it/s]
Epoch 0: |          | 10812/? [1:01:46<00:00,  2.92it/s]
Epoch 0: |          | 10813/? [1:01:46<00:00,  2.92it/s]
Epoch 0: |          | 10813/? [1:01:46<00:00,  2.92it/s]
Epoch 0: |          | 10814/? [1:01:46<00:00,  2.92it/s]
Epoch 0: |          | 10814/? [1:01:46<00:00,  2.92it/s]
Epoch 0: |          | 10815/? [1:01:47<00:00,  2.92it/s]
Epoch 0: |          | 10815/? [1:01:47<00:00,  2.92it/s]
Epoch 0: |          | 10816/? [1:01:47<00:00,  2.92it/s]
Epoch 0: |          | 10816/? [1:01:47<00:00,  2.92it/s]
Epoch 0: |          | 10817/? [1:01:47<00:00,  2.92it/s]
Epoch 0: |          | 10817/? [1:01:47<00:00,  2.92it/s]
Epoch 0: |          | 10818/? [1:01:48<00:00,  2.92it/s]
Epoch 0: |          | 10818/? [1:01:48<00:00,  2.92it/s]
Epoch 0: |          | 10819/? [1:01:48<00:00,  2.92it/s]
Epoch 0: |          | 10819/? [1:01:48<00:00,  2.92it/s]
Epoch 0: |          | 10820/? [1:01:48<00:00,  2.92it/s]
Epoch 0: |          | 10820/? [1:01:48<00:00,  2.92it/s]
Epoch 0: |          | 10821/? [1:01:49<00:00,  2.92it/s]
Epoch 0: |          | 10821/? [1:01:49<00:00,  2.92it/s]
Epoch 0: |          | 10822/? [1:01:49<00:00,  2.92it/s]
Epoch 0: |          | 10822/? [1:01:49<00:00,  2.92it/s]
Epoch 0: |          | 10823/? [1:01:49<00:00,  2.92it/s]
Epoch 0: |          | 10823/? [1:01:49<00:00,  2.92it/s]
Epoch 0: |          | 10824/? [1:01:50<00:00,  2.92it/s]
Epoch 0: |          | 10824/? [1:01:50<00:00,  2.92it/s]
Epoch 0: |          | 10825/? [1:01:50<00:00,  2.92it/s]
Epoch 0: |          | 10825/? [1:01:50<00:00,  2.92it/s]
Epoch 0: |          | 10826/? [1:01:50<00:00,  2.92it/s]
Epoch 0: |          | 10826/? [1:01:50<00:00,  2.92it/s]
Epoch 0: |          | 10827/? [1:01:51<00:00,  2.92it/s]
Epoch 0: |          | 10827/? [1:01:51<00:00,  2.92it/s]
Epoch 0: |          | 10828/? [1:01:51<00:00,  2.92it/s]
Epoch 0: |          | 10828/? [1:01:51<00:00,  2.92it/s]
Epoch 0: |          | 10829/? [1:01:51<00:00,  2.92it/s]
Epoch 0: |          | 10829/? [1:01:51<00:00,  2.92it/s]
Epoch 0: |          | 10830/? [1:01:52<00:00,  2.92it/s]
Epoch 0: |          | 10830/? [1:01:52<00:00,  2.92it/s]
Epoch 0: |          | 10831/? [1:01:52<00:00,  2.92it/s]
Epoch 0: |          | 10831/? [1:01:52<00:00,  2.92it/s]
Epoch 0: |          | 10832/? [1:01:52<00:00,  2.92it/s]
Epoch 0: |          | 10832/? [1:01:52<00:00,  2.92it/s]
Epoch 0: |          | 10833/? [1:01:52<00:00,  2.92it/s]
Epoch 0: |          | 10833/? [1:01:52<00:00,  2.92it/s]
Epoch 0: |          | 10834/? [1:01:53<00:00,  2.92it/s]
Epoch 0: |          | 10834/? [1:01:53<00:00,  2.92it/s]
Epoch 0: |          | 10835/? [1:01:53<00:00,  2.92it/s]
Epoch 0: |          | 10835/? [1:01:53<00:00,  2.92it/s]
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Epoch 0: |          | 10856/? [1:02:00<00:00,  2.92it/s]
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Epoch 0: |          | 10862/? [1:02:02<00:00,  2.92it/s]
Epoch 0: |          | 10862/? [1:02:02<00:00,  2.92it/s]
Epoch 0: |          | 10863/? [1:02:02<00:00,  2.92it/s]
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Epoch 0: |          | 10864/? [1:02:02<00:00,  2.92it/s]
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Epoch 0: |          | 10865/? [1:02:03<00:00,  2.92it/s]
Epoch 0: |          | 10865/? [1:02:03<00:00,  2.92it/s]
Epoch 0: |          | 10866/? [1:02:03<00:00,  2.92it/s]
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Epoch 0: |          | 10867/? [1:02:03<00:00,  2.92it/s]
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Epoch 0: |          | 10868/? [1:02:04<00:00,  2.92it/s]
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Epoch 0: |          | 10869/? [1:02:04<00:00,  2.92it/s]
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Epoch 0: |          | 10870/? [1:02:04<00:00,  2.92it/s]
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Epoch 0: |          | 10871/? [1:02:05<00:00,  2.92it/s]
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Epoch 0: |          | 10872/? [1:02:05<00:00,  2.92it/s]
Epoch 0: |          | 10872/? [1:02:05<00:00,  2.92it/s]
Epoch 0: |          | 10873/? [1:02:05<00:00,  2.92it/s]
Epoch 0: |          | 10873/? [1:02:05<00:00,  2.92it/s]
Epoch 0: |          | 10874/? [1:02:06<00:00,  2.92it/s]
Epoch 0: |          | 10874/? [1:02:06<00:00,  2.92it/s]
Epoch 0: |          | 10875/? [1:02:06<00:00,  2.92it/s]
Epoch 0: |          | 10875/? [1:02:06<00:00,  2.92it/s]
Epoch 0: |          | 10876/? [1:02:06<00:00,  2.92it/s]
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Epoch 0: |          | 10877/? [1:02:07<00:00,  2.92it/s]
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Epoch 0: |          | 10878/? [1:02:07<00:00,  2.92it/s]
Epoch 0: |          | 10878/? [1:02:07<00:00,  2.92it/s]
Epoch 0: |          | 10879/? [1:02:07<00:00,  2.92it/s]
Epoch 0: |          | 10879/? [1:02:07<00:00,  2.92it/s]
Epoch 0: |          | 10880/? [1:02:08<00:00,  2.92it/s]
Epoch 0: |          | 10880/? [1:02:08<00:00,  2.92it/s]
Epoch 0: |          | 10881/? [1:02:08<00:00,  2.92it/s]
Epoch 0: |          | 10881/? [1:02:08<00:00,  2.92it/s]
Epoch 0: |          | 10882/? [1:02:08<00:00,  2.92it/s]
Epoch 0: |          | 10882/? [1:02:08<00:00,  2.92it/s]
Epoch 0: |          | 10883/? [1:02:08<00:00,  2.92it/s]
Epoch 0: |          | 10883/? [1:02:08<00:00,  2.92it/s]
Epoch 0: |          | 10884/? [1:02:09<00:00,  2.92it/s]
Epoch 0: |          | 10884/? [1:02:09<00:00,  2.92it/s]
Epoch 0: |          | 10885/? [1:02:09<00:00,  2.92it/s]
Epoch 0: |          | 10885/? [1:02:09<00:00,  2.92it/s]
Epoch 0: |          | 10886/? [1:02:09<00:00,  2.92it/s]
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Epoch 0: |          | 10887/? [1:02:10<00:00,  2.92it/s]
Epoch 0: |          | 10887/? [1:02:10<00:00,  2.92it/s]
Epoch 0: |          | 10888/? [1:02:10<00:00,  2.92it/s]
Epoch 0: |          | 10888/? [1:02:10<00:00,  2.92it/s]
Epoch 0: |          | 10889/? [1:02:10<00:00,  2.92it/s]
Epoch 0: |          | 10889/? [1:02:10<00:00,  2.92it/s]
Epoch 0: |          | 10890/? [1:02:11<00:00,  2.92it/s]
Epoch 0: |          | 10890/? [1:02:11<00:00,  2.92it/s]
Epoch 0: |          | 10891/? [1:02:11<00:00,  2.92it/s]
Epoch 0: |          | 10891/? [1:02:11<00:00,  2.92it/s]
Epoch 0: |          | 10892/? [1:02:11<00:00,  2.92it/s]
Epoch 0: |          | 10892/? [1:02:11<00:00,  2.92it/s]
Epoch 0: |          | 10893/? [1:02:12<00:00,  2.92it/s]
Epoch 0: |          | 10893/? [1:02:12<00:00,  2.92it/s]
Epoch 0: |          | 10894/? [1:02:12<00:00,  2.92it/s]
Epoch 0: |          | 10894/? [1:02:12<00:00,  2.92it/s]
Epoch 0: |          | 10895/? [1:02:12<00:00,  2.92it/s]
Epoch 0: |          | 10895/? [1:02:12<00:00,  2.92it/s]
Epoch 0: |          | 10896/? [1:02:13<00:00,  2.92it/s]
Epoch 0: |          | 10896/? [1:02:13<00:00,  2.92it/s]
Epoch 0: |          | 10897/? [1:02:13<00:00,  2.92it/s]
Epoch 0: |          | 10897/? [1:02:13<00:00,  2.92it/s]
Epoch 0: |          | 10898/? [1:02:13<00:00,  2.92it/s]
Epoch 0: |          | 10898/? [1:02:13<00:00,  2.92it/s]
Epoch 0: |          | 10899/? [1:02:14<00:00,  2.92it/s]
Epoch 0: |          | 10899/? [1:02:14<00:00,  2.92it/s]
Epoch 0: |          | 10900/? [1:02:14<00:00,  2.92it/s]
Epoch 0: |          | 10900/? [1:02:14<00:00,  2.92it/s]
Epoch 0: |          | 10901/? [1:02:14<00:00,  2.92it/s]
Epoch 0: |          | 10901/? [1:02:14<00:00,  2.92it/s]
Epoch 0: |          | 10902/? [1:02:15<00:00,  2.92it/s]
Epoch 0: |          | 10902/? [1:02:15<00:00,  2.92it/s]
Epoch 0: |          | 10903/? [1:02:15<00:00,  2.92it/s]
Epoch 0: |          | 10903/? [1:02:15<00:00,  2.92it/s]
Epoch 0: |          | 10904/? [1:02:15<00:00,  2.92it/s]
Epoch 0: |          | 10904/? [1:02:15<00:00,  2.92it/s]
Epoch 0: |          | 10905/? [1:02:15<00:00,  2.92it/s]
Epoch 0: |          | 10905/? [1:02:15<00:00,  2.92it/s]
Epoch 0: |          | 10906/? [1:02:16<00:00,  2.92it/s]
Epoch 0: |          | 10906/? [1:02:16<00:00,  2.92it/s]
Epoch 0: |          | 10907/? [1:02:16<00:00,  2.92it/s]
Epoch 0: |          | 10907/? [1:02:16<00:00,  2.92it/s]
Epoch 0: |          | 10908/? [1:02:16<00:00,  2.92it/s]
Epoch 0: |          | 10908/? [1:02:16<00:00,  2.92it/s]
Epoch 0: |          | 10909/? [1:02:17<00:00,  2.92it/s]
Epoch 0: |          | 10909/? [1:02:17<00:00,  2.92it/s]
Epoch 0: |          | 10910/? [1:02:17<00:00,  2.92it/s]
Epoch 0: |          | 10910/? [1:02:17<00:00,  2.92it/s]
Epoch 0: |          | 10911/? [1:02:17<00:00,  2.92it/s]
Epoch 0: |          | 10911/? [1:02:17<00:00,  2.92it/s]
Epoch 0: |          | 10912/? [1:02:18<00:00,  2.92it/s]
Epoch 0: |          | 10912/? [1:02:18<00:00,  2.92it/s]
Epoch 0: |          | 10913/? [1:02:18<00:00,  2.92it/s]
Epoch 0: |          | 10913/? [1:02:18<00:00,  2.92it/s]
Epoch 0: |          | 10914/? [1:02:18<00:00,  2.92it/s]
Epoch 0: |          | 10914/? [1:02:18<00:00,  2.92it/s]
Epoch 0: |          | 10915/? [1:02:19<00:00,  2.92it/s]
Epoch 0: |          | 10915/? [1:02:19<00:00,  2.92it/s]
Epoch 0: |          | 10916/? [1:02:19<00:00,  2.92it/s]
Epoch 0: |          | 10916/? [1:02:19<00:00,  2.92it/s]
Epoch 0: |          | 10917/? [1:02:19<00:00,  2.92it/s]
Epoch 0: |          | 10917/? [1:02:19<00:00,  2.92it/s]
Epoch 0: |          | 10918/? [1:02:20<00:00,  2.92it/s]
Epoch 0: |          | 10918/? [1:02:20<00:00,  2.92it/s]
Epoch 0: |          | 10919/? [1:02:20<00:00,  2.92it/s]
Epoch 0: |          | 10919/? [1:02:20<00:00,  2.92it/s]
Epoch 0: |          | 10920/? [1:02:20<00:00,  2.92it/s]
Epoch 0: |          | 10920/? [1:02:20<00:00,  2.92it/s]
Epoch 0: |          | 10921/? [1:02:21<00:00,  2.92it/s]
Epoch 0: |          | 10921/? [1:02:21<00:00,  2.92it/s]
Epoch 0: |          | 10922/? [1:02:21<00:00,  2.92it/s]
Epoch 0: |          | 10922/? [1:02:21<00:00,  2.92it/s]
Epoch 0: |          | 10923/? [1:02:21<00:00,  2.92it/s]
Epoch 0: |          | 10923/? [1:02:21<00:00,  2.92it/s]
Epoch 0: |          | 10924/? [1:02:22<00:00,  2.92it/s]
Epoch 0: |          | 10924/? [1:02:22<00:00,  2.92it/s]
Epoch 0: |          | 10925/? [1:02:22<00:00,  2.92it/s]
Epoch 0: |          | 10925/? [1:02:22<00:00,  2.92it/s]
Epoch 0: |          | 10926/? [1:02:22<00:00,  2.92it/s]
Epoch 0: |          | 10926/? [1:02:22<00:00,  2.92it/s]
Epoch 0: |          | 10927/? [1:02:23<00:00,  2.92it/s]
Epoch 0: |          | 10927/? [1:02:23<00:00,  2.92it/s]
Epoch 0: |          | 10928/? [1:02:23<00:00,  2.92it/s]
Epoch 0: |          | 10928/? [1:02:23<00:00,  2.92it/s]
Epoch 0: |          | 10929/? [1:02:23<00:00,  2.92it/s]
Epoch 0: |          | 10929/? [1:02:23<00:00,  2.92it/s]
Epoch 0: |          | 10930/? [1:02:23<00:00,  2.92it/s]
Epoch 0: |          | 10930/? [1:02:23<00:00,  2.92it/s]
Epoch 0: |          | 10931/? [1:02:24<00:00,  2.92it/s]
Epoch 0: |          | 10931/? [1:02:24<00:00,  2.92it/s]
Epoch 0: |          | 10932/? [1:02:24<00:00,  2.92it/s]
Epoch 0: |          | 10932/? [1:02:24<00:00,  2.92it/s]
Epoch 0: |          | 10933/? [1:02:24<00:00,  2.92it/s]
Epoch 0: |          | 10933/? [1:02:24<00:00,  2.92it/s]
Epoch 0: |          | 10934/? [1:02:25<00:00,  2.92it/s]
Epoch 0: |          | 10934/? [1:02:25<00:00,  2.92it/s]
Epoch 0: |          | 10935/? [1:02:25<00:00,  2.92it/s]
Epoch 0: |          | 10935/? [1:02:25<00:00,  2.92it/s]
Epoch 0: |          | 10936/? [1:02:25<00:00,  2.92it/s]
Epoch 0: |          | 10936/? [1:02:25<00:00,  2.92it/s]
Epoch 0: |          | 10937/? [1:02:26<00:00,  2.92it/s]
Epoch 0: |          | 10937/? [1:02:26<00:00,  2.92it/s]
Epoch 0: |          | 10938/? [1:02:26<00:00,  2.92it/s]
Epoch 0: |          | 10938/? [1:02:26<00:00,  2.92it/s]
Epoch 0: |          | 10939/? [1:02:26<00:00,  2.92it/s]
Epoch 0: |          | 10939/? [1:02:26<00:00,  2.92it/s]
Epoch 0: |          | 10940/? [1:02:27<00:00,  2.92it/s]
Epoch 0: |          | 10940/? [1:02:27<00:00,  2.92it/s]
Epoch 0: |          | 10941/? [1:02:27<00:00,  2.92it/s]
Epoch 0: |          | 10941/? [1:02:27<00:00,  2.92it/s]
Epoch 0: |          | 10942/? [1:02:27<00:00,  2.92it/s]
Epoch 0: |          | 10942/? [1:02:27<00:00,  2.92it/s]
Epoch 0: |          | 10943/? [1:02:28<00:00,  2.92it/s]
Epoch 0: |          | 10943/? [1:02:28<00:00,  2.92it/s]
Epoch 0: |          | 10944/? [1:02:28<00:00,  2.92it/s]
Epoch 0: |          | 10944/? [1:02:28<00:00,  2.92it/s]
Epoch 0: |          | 10945/? [1:02:28<00:00,  2.92it/s]
Epoch 0: |          | 10945/? [1:02:28<00:00,  2.92it/s]
Epoch 0: |          | 10946/? [1:02:29<00:00,  2.92it/s]
Epoch 0: |          | 10946/? [1:02:29<00:00,  2.92it/s]
Epoch 0: |          | 10947/? [1:02:29<00:00,  2.92it/s]
Epoch 0: |          | 10947/? [1:02:29<00:00,  2.92it/s]
Epoch 0: |          | 10948/? [1:02:29<00:00,  2.92it/s]
Epoch 0: |          | 10948/? [1:02:29<00:00,  2.92it/s]
Epoch 0: |          | 10949/? [1:02:30<00:00,  2.92it/s]
Epoch 0: |          | 10949/? [1:02:30<00:00,  2.92it/s]
Epoch 0: |          | 10950/? [1:02:30<00:00,  2.92it/s]
Epoch 0: |          | 10950/? [1:02:30<00:00,  2.92it/s]
Epoch 0: |          | 10951/? [1:02:30<00:00,  2.92it/s]
Epoch 0: |          | 10951/? [1:02:30<00:00,  2.92it/s]
Epoch 0: |          | 10952/? [1:02:30<00:00,  2.92it/s]
Epoch 0: |          | 10952/? [1:02:30<00:00,  2.92it/s]
Epoch 0: |          | 10953/? [1:02:31<00:00,  2.92it/s]
Epoch 0: |          | 10953/? [1:02:31<00:00,  2.92it/s]
Epoch 0: |          | 10954/? [1:02:31<00:00,  2.92it/s]
Epoch 0: |          | 10954/? [1:02:31<00:00,  2.92it/s]
Epoch 0: |          | 10955/? [1:02:31<00:00,  2.92it/s]
Epoch 0: |          | 10955/? [1:02:31<00:00,  2.92it/s]
Epoch 0: |          | 10956/? [1:02:32<00:00,  2.92it/s]
Epoch 0: |          | 10956/? [1:02:32<00:00,  2.92it/s]
Epoch 0: |          | 10957/? [1:02:32<00:00,  2.92it/s]
Epoch 0: |          | 10957/? [1:02:32<00:00,  2.92it/s]
Epoch 0: |          | 10958/? [1:02:32<00:00,  2.92it/s]
Epoch 0: |          | 10958/? [1:02:32<00:00,  2.92it/s]
Epoch 0: |          | 10959/? [1:02:33<00:00,  2.92it/s]
Epoch 0: |          | 10959/? [1:02:33<00:00,  2.92it/s]
Epoch 0: |          | 10960/? [1:02:33<00:00,  2.92it/s]
Epoch 0: |          | 10960/? [1:02:33<00:00,  2.92it/s]
Epoch 0: |          | 10961/? [1:02:33<00:00,  2.92it/s]
Epoch 0: |          | 10961/? [1:02:33<00:00,  2.92it/s]
Epoch 0: |          | 10962/? [1:02:34<00:00,  2.92it/s]
Epoch 0: |          | 10962/? [1:02:34<00:00,  2.92it/s]
Epoch 0: |          | 10963/? [1:02:34<00:00,  2.92it/s]
Epoch 0: |          | 10963/? [1:02:34<00:00,  2.92it/s]
Epoch 0: |          | 10964/? [1:02:34<00:00,  2.92it/s]
Epoch 0: |          | 10964/? [1:02:34<00:00,  2.92it/s]
Epoch 0: |          | 10965/? [1:02:35<00:00,  2.92it/s]
Epoch 0: |          | 10965/? [1:02:35<00:00,  2.92it/s]
Epoch 0: |          | 10966/? [1:02:35<00:00,  2.92it/s]
Epoch 0: |          | 10966/? [1:02:35<00:00,  2.92it/s]
Epoch 0: |          | 10967/? [1:02:35<00:00,  2.92it/s]
Epoch 0: |          | 10967/? [1:02:35<00:00,  2.92it/s]
Epoch 0: |          | 10968/? [1:02:36<00:00,  2.92it/s]
Epoch 0: |          | 10968/? [1:02:36<00:00,  2.92it/s]
Epoch 0: |          | 10969/? [1:02:36<00:00,  2.92it/s]
Epoch 0: |          | 10969/? [1:02:36<00:00,  2.92it/s]
Epoch 0: |          | 10970/? [1:02:36<00:00,  2.92it/s]
Epoch 0: |          | 10970/? [1:02:36<00:00,  2.92it/s]
Epoch 0: |          | 10971/? [1:02:36<00:00,  2.92it/s]
Epoch 0: |          | 10971/? [1:02:36<00:00,  2.92it/s]
Epoch 0: |          | 10972/? [1:02:37<00:00,  2.92it/s]
Epoch 0: |          | 10972/? [1:02:37<00:00,  2.92it/s]
Epoch 0: |          | 10973/? [1:02:37<00:00,  2.92it/s]
Epoch 0: |          | 10973/? [1:02:37<00:00,  2.92it/s]
Epoch 0: |          | 10974/? [1:02:37<00:00,  2.92it/s]
Epoch 0: |          | 10974/? [1:02:37<00:00,  2.92it/s]
Epoch 0: |          | 10975/? [1:02:38<00:00,  2.92it/s]
Epoch 0: |          | 10975/? [1:02:38<00:00,  2.92it/s]
Epoch 0: |          | 10976/? [1:02:38<00:00,  2.92it/s]
Epoch 0: |          | 10976/? [1:02:38<00:00,  2.92it/s]
Epoch 0: |          | 10977/? [1:02:38<00:00,  2.92it/s]
Epoch 0: |          | 10977/? [1:02:38<00:00,  2.92it/s]
Epoch 0: |          | 10978/? [1:02:39<00:00,  2.92it/s]
Epoch 0: |          | 10978/? [1:02:39<00:00,  2.92it/s]
Epoch 0: |          | 10979/? [1:02:39<00:00,  2.92it/s]
Epoch 0: |          | 10979/? [1:02:39<00:00,  2.92it/s]
Epoch 0: |          | 10980/? [1:02:39<00:00,  2.92it/s]
Epoch 0: |          | 10980/? [1:02:39<00:00,  2.92it/s]
Epoch 0: |          | 10981/? [1:02:40<00:00,  2.92it/s]
Epoch 0: |          | 10981/? [1:02:40<00:00,  2.92it/s]
Epoch 0: |          | 10982/? [1:02:40<00:00,  2.92it/s]
Epoch 0: |          | 10982/? [1:02:40<00:00,  2.92it/s]
Epoch 0: |          | 10983/? [1:02:40<00:00,  2.92it/s]
Epoch 0: |          | 10983/? [1:02:40<00:00,  2.92it/s]
Epoch 0: |          | 10984/? [1:02:41<00:00,  2.92it/s]
Epoch 0: |          | 10984/? [1:02:41<00:00,  2.92it/s]
Epoch 0: |          | 10985/? [1:02:41<00:00,  2.92it/s]
Epoch 0: |          | 10985/? [1:02:41<00:00,  2.92it/s]
Epoch 0: |          | 10986/? [1:02:41<00:00,  2.92it/s]
Epoch 0: |          | 10986/? [1:02:41<00:00,  2.92it/s]
Epoch 0: |          | 10987/? [1:02:42<00:00,  2.92it/s]
Epoch 0: |          | 10987/? [1:02:42<00:00,  2.92it/s]
Epoch 0: |          | 10988/? [1:02:42<00:00,  2.92it/s]
Epoch 0: |          | 10988/? [1:02:42<00:00,  2.92it/s]
Epoch 0: |          | 10989/? [1:02:42<00:00,  2.92it/s]
Epoch 0: |          | 10989/? [1:02:42<00:00,  2.92it/s]
Epoch 0: |          | 10990/? [1:02:43<00:00,  2.92it/s]
Epoch 0: |          | 10990/? [1:02:43<00:00,  2.92it/s]
Epoch 0: |          | 10991/? [1:02:43<00:00,  2.92it/s]
Epoch 0: |          | 10991/? [1:02:43<00:00,  2.92it/s]
Epoch 0: |          | 10992/? [1:02:43<00:00,  2.92it/s]
Epoch 0: |          | 10992/? [1:02:43<00:00,  2.92it/s]
Epoch 0: |          | 10993/? [1:02:44<00:00,  2.92it/s]
Epoch 0: |          | 10993/? [1:02:44<00:00,  2.92it/s]
Epoch 0: |          | 10994/? [1:02:44<00:00,  2.92it/s]
Epoch 0: |          | 10994/? [1:02:44<00:00,  2.92it/s]
Epoch 0: |          | 10995/? [1:02:44<00:00,  2.92it/s]
Epoch 0: |          | 10995/? [1:02:44<00:00,  2.92it/s]
Epoch 0: |          | 10996/? [1:02:45<00:00,  2.92it/s]
Epoch 0: |          | 10996/? [1:02:45<00:00,  2.92it/s]
Epoch 0: |          | 10997/? [1:02:45<00:00,  2.92it/s]
Epoch 0: |          | 10997/? [1:02:45<00:00,  2.92it/s]
Epoch 0: |          | 10998/? [1:02:45<00:00,  2.92it/s]
Epoch 0: |          | 10998/? [1:02:45<00:00,  2.92it/s]
Epoch 0: |          | 10999/? [1:02:45<00:00,  2.92it/s]
Epoch 0: |          | 10999/? [1:02:45<00:00,  2.92it/s]
Epoch 0: |          | 11000/? [1:02:46<00:00,  2.92it/s]
Epoch 0: |          | 11000/? [1:02:46<00:00,  2.92it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.59it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.88it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.70it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.56it/s]

Epoch 0: |          | 11000/? [1:02:46<00:00,  2.92it/s]
Epoch 0: |          | 11001/? [1:02:46<00:00,  2.92it/s]
Epoch 0: |          | 11001/? [1:02:46<00:00,  2.92it/s]
Epoch 0: |          | 11002/? [1:02:47<00:00,  2.92it/s]
Epoch 0: |          | 11002/? [1:02:47<00:00,  2.92it/s]
Epoch 0: |          | 11003/? [1:02:47<00:00,  2.92it/s]
Epoch 0: |          | 11003/? [1:02:47<00:00,  2.92it/s]
Epoch 0: |          | 11004/? [1:02:47<00:00,  2.92it/s]
Epoch 0: |          | 11004/? [1:02:47<00:00,  2.92it/s]
Epoch 0: |          | 11005/? [1:02:48<00:00,  2.92it/s]
Epoch 0: |          | 11005/? [1:02:48<00:00,  2.92it/s]
Epoch 0: |          | 11006/? [1:02:48<00:00,  2.92it/s]
Epoch 0: |          | 11006/? [1:02:48<00:00,  2.92it/s]
Epoch 0: |          | 11007/? [1:02:48<00:00,  2.92it/s]
Epoch 0: |          | 11007/? [1:02:48<00:00,  2.92it/s]
Epoch 0: |          | 11008/? [1:02:49<00:00,  2.92it/s]
Epoch 0: |          | 11008/? [1:02:49<00:00,  2.92it/s]
Epoch 0: |          | 11009/? [1:02:49<00:00,  2.92it/s]
Epoch 0: |          | 11009/? [1:02:49<00:00,  2.92it/s]
Epoch 0: |          | 11010/? [1:02:49<00:00,  2.92it/s]
Epoch 0: |          | 11010/? [1:02:49<00:00,  2.92it/s]
Epoch 0: |          | 11011/? [1:02:50<00:00,  2.92it/s]
Epoch 0: |          | 11011/? [1:02:50<00:00,  2.92it/s]
Epoch 0: |          | 11012/? [1:02:50<00:00,  2.92it/s]
Epoch 0: |          | 11012/? [1:02:50<00:00,  2.92it/s]
Epoch 0: |          | 11013/? [1:02:50<00:00,  2.92it/s]
Epoch 0: |          | 11013/? [1:02:50<00:00,  2.92it/s]
Epoch 0: |          | 11014/? [1:02:50<00:00,  2.92it/s]
Epoch 0: |          | 11014/? [1:02:50<00:00,  2.92it/s]
Epoch 0: |          | 11015/? [1:02:51<00:00,  2.92it/s]
Epoch 0: |          | 11015/? [1:02:51<00:00,  2.92it/s]
Epoch 0: |          | 11016/? [1:02:51<00:00,  2.92it/s]
Epoch 0: |          | 11016/? [1:02:51<00:00,  2.92it/s]
Epoch 0: |          | 11017/? [1:02:51<00:00,  2.92it/s]
Epoch 0: |          | 11017/? [1:02:51<00:00,  2.92it/s]
Epoch 0: |          | 11018/? [1:02:52<00:00,  2.92it/s]
Epoch 0: |          | 11018/? [1:02:52<00:00,  2.92it/s]
Epoch 0: |          | 11019/? [1:02:52<00:00,  2.92it/s]
Epoch 0: |          | 11019/? [1:02:52<00:00,  2.92it/s]
Epoch 0: |          | 11020/? [1:02:52<00:00,  2.92it/s]
Epoch 0: |          | 11020/? [1:02:52<00:00,  2.92it/s]
Epoch 0: |          | 11021/? [1:02:53<00:00,  2.92it/s]
Epoch 0: |          | 11021/? [1:02:53<00:00,  2.92it/s]
Epoch 0: |          | 11022/? [1:02:53<00:00,  2.92it/s]
Epoch 0: |          | 11022/? [1:02:53<00:00,  2.92it/s]
Epoch 0: |          | 11023/? [1:02:53<00:00,  2.92it/s]
Epoch 0: |          | 11023/? [1:02:53<00:00,  2.92it/s]
Epoch 0: |          | 11024/? [1:02:54<00:00,  2.92it/s]
Epoch 0: |          | 11024/? [1:02:54<00:00,  2.92it/s]
Epoch 0: |          | 11025/? [1:02:54<00:00,  2.92it/s]
Epoch 0: |          | 11025/? [1:02:54<00:00,  2.92it/s]
Epoch 0: |          | 11026/? [1:02:54<00:00,  2.92it/s]
Epoch 0: |          | 11026/? [1:02:54<00:00,  2.92it/s]
Epoch 0: |          | 11027/? [1:02:55<00:00,  2.92it/s]
Epoch 0: |          | 11027/? [1:02:55<00:00,  2.92it/s]
Epoch 0: |          | 11028/? [1:02:55<00:00,  2.92it/s]
Epoch 0: |          | 11028/? [1:02:55<00:00,  2.92it/s]
Epoch 0: |          | 11029/? [1:02:55<00:00,  2.92it/s]
Epoch 0: |          | 11029/? [1:02:55<00:00,  2.92it/s]
Epoch 0: |          | 11030/? [1:02:56<00:00,  2.92it/s]
Epoch 0: |          | 11030/? [1:02:56<00:00,  2.92it/s]
Epoch 0: |          | 11031/? [1:02:56<00:00,  2.92it/s]
Epoch 0: |          | 11031/? [1:02:56<00:00,  2.92it/s]
Epoch 0: |          | 11032/? [1:02:56<00:00,  2.92it/s]
Epoch 0: |          | 11032/? [1:02:56<00:00,  2.92it/s]
Epoch 0: |          | 11033/? [1:02:57<00:00,  2.92it/s]
Epoch 0: |          | 11033/? [1:02:57<00:00,  2.92it/s]
Epoch 0: |          | 11034/? [1:02:57<00:00,  2.92it/s]
Epoch 0: |          | 11034/? [1:02:57<00:00,  2.92it/s]
Epoch 0: |          | 11035/? [1:02:57<00:00,  2.92it/s]
Epoch 0: |          | 11035/? [1:02:57<00:00,  2.92it/s]
Epoch 0: |          | 11036/? [1:02:57<00:00,  2.92it/s]
Epoch 0: |          | 11036/? [1:02:57<00:00,  2.92it/s]
Epoch 0: |          | 11037/? [1:02:58<00:00,  2.92it/s]
Epoch 0: |          | 11037/? [1:02:58<00:00,  2.92it/s]
Epoch 0: |          | 11038/? [1:02:58<00:00,  2.92it/s]
Epoch 0: |          | 11038/? [1:02:58<00:00,  2.92it/s]
Epoch 0: |          | 11039/? [1:02:58<00:00,  2.92it/s]
Epoch 0: |          | 11039/? [1:02:58<00:00,  2.92it/s]
Epoch 0: |          | 11040/? [1:02:59<00:00,  2.92it/s]
Epoch 0: |          | 11040/? [1:02:59<00:00,  2.92it/s]
Epoch 0: |          | 11041/? [1:02:59<00:00,  2.92it/s]
Epoch 0: |          | 11041/? [1:02:59<00:00,  2.92it/s]
Epoch 0: |          | 11042/? [1:02:59<00:00,  2.92it/s]
Epoch 0: |          | 11042/? [1:02:59<00:00,  2.92it/s]
Epoch 0: |          | 11043/? [1:03:00<00:00,  2.92it/s]
Epoch 0: |          | 11043/? [1:03:00<00:00,  2.92it/s]
Epoch 0: |          | 11044/? [1:03:00<00:00,  2.92it/s]
Epoch 0: |          | 11044/? [1:03:00<00:00,  2.92it/s]
Epoch 0: |          | 11045/? [1:03:00<00:00,  2.92it/s]
Epoch 0: |          | 11045/? [1:03:00<00:00,  2.92it/s]
Epoch 0: |          | 11046/? [1:03:01<00:00,  2.92it/s]
Epoch 0: |          | 11046/? [1:03:01<00:00,  2.92it/s]
Epoch 0: |          | 11047/? [1:03:01<00:00,  2.92it/s]
Epoch 0: |          | 11047/? [1:03:01<00:00,  2.92it/s]
Epoch 0: |          | 11048/? [1:03:01<00:00,  2.92it/s]
Epoch 0: |          | 11048/? [1:03:01<00:00,  2.92it/s]
Epoch 0: |          | 11049/? [1:03:02<00:00,  2.92it/s]
Epoch 0: |          | 11049/? [1:03:02<00:00,  2.92it/s]
Epoch 0: |          | 11050/? [1:03:02<00:00,  2.92it/s]
Epoch 0: |          | 11050/? [1:03:02<00:00,  2.92it/s]
Epoch 0: |          | 11051/? [1:03:02<00:00,  2.92it/s]
Epoch 0: |          | 11051/? [1:03:02<00:00,  2.92it/s]
Epoch 0: |          | 11052/? [1:03:03<00:00,  2.92it/s]
Epoch 0: |          | 11052/? [1:03:03<00:00,  2.92it/s]
Epoch 0: |          | 11053/? [1:03:03<00:00,  2.92it/s]
Epoch 0: |          | 11053/? [1:03:03<00:00,  2.92it/s]
Epoch 0: |          | 11054/? [1:03:03<00:00,  2.92it/s]
Epoch 0: |          | 11054/? [1:03:03<00:00,  2.92it/s]
Epoch 0: |          | 11055/? [1:03:03<00:00,  2.92it/s]
Epoch 0: |          | 11055/? [1:03:03<00:00,  2.92it/s]
Epoch 0: |          | 11056/? [1:03:04<00:00,  2.92it/s]
Epoch 0: |          | 11056/? [1:03:04<00:00,  2.92it/s]
Epoch 0: |          | 11057/? [1:03:04<00:00,  2.92it/s]
Epoch 0: |          | 11057/? [1:03:04<00:00,  2.92it/s]
Epoch 0: |          | 11058/? [1:03:04<00:00,  2.92it/s]
Epoch 0: |          | 11058/? [1:03:04<00:00,  2.92it/s]
Epoch 0: |          | 11059/? [1:03:05<00:00,  2.92it/s]
Epoch 0: |          | 11059/? [1:03:05<00:00,  2.92it/s]
Epoch 0: |          | 11060/? [1:03:05<00:00,  2.92it/s]
Epoch 0: |          | 11060/? [1:03:05<00:00,  2.92it/s]
Epoch 0: |          | 11061/? [1:03:05<00:00,  2.92it/s]
Epoch 0: |          | 11061/? [1:03:05<00:00,  2.92it/s]
Epoch 0: |          | 11062/? [1:03:06<00:00,  2.92it/s]
Epoch 0: |          | 11062/? [1:03:06<00:00,  2.92it/s]
Epoch 0: |          | 11063/? [1:03:06<00:00,  2.92it/s]
Epoch 0: |          | 11063/? [1:03:06<00:00,  2.92it/s]
Epoch 0: |          | 11064/? [1:03:06<00:00,  2.92it/s]
Epoch 0: |          | 11064/? [1:03:06<00:00,  2.92it/s]
Epoch 0: |          | 11065/? [1:03:07<00:00,  2.92it/s]
Epoch 0: |          | 11065/? [1:03:07<00:00,  2.92it/s]
Epoch 0: |          | 11066/? [1:03:07<00:00,  2.92it/s]
Epoch 0: |          | 11066/? [1:03:07<00:00,  2.92it/s]
Epoch 0: |          | 11067/? [1:03:07<00:00,  2.92it/s]
Epoch 0: |          | 11067/? [1:03:07<00:00,  2.92it/s]
Epoch 0: |          | 11068/? [1:03:08<00:00,  2.92it/s]
Epoch 0: |          | 11068/? [1:03:08<00:00,  2.92it/s]
Epoch 0: |          | 11069/? [1:03:08<00:00,  2.92it/s]
Epoch 0: |          | 11069/? [1:03:08<00:00,  2.92it/s]
Epoch 0: |          | 11070/? [1:03:08<00:00,  2.92it/s]
Epoch 0: |          | 11070/? [1:03:08<00:00,  2.92it/s]
Epoch 0: |          | 11071/? [1:03:09<00:00,  2.92it/s]
Epoch 0: |          | 11071/? [1:03:09<00:00,  2.92it/s]
Epoch 0: |          | 11072/? [1:03:09<00:00,  2.92it/s]
Epoch 0: |          | 11072/? [1:03:09<00:00,  2.92it/s]
Epoch 0: |          | 11073/? [1:03:09<00:00,  2.92it/s]
Epoch 0: |          | 11073/? [1:03:09<00:00,  2.92it/s]
Epoch 0: |          | 11074/? [1:03:09<00:00,  2.92it/s]
Epoch 0: |          | 11074/? [1:03:09<00:00,  2.92it/s]
Epoch 0: |          | 11075/? [1:03:10<00:00,  2.92it/s]
Epoch 0: |          | 11075/? [1:03:10<00:00,  2.92it/s]
Epoch 0: |          | 11076/? [1:03:10<00:00,  2.92it/s]
Epoch 0: |          | 11076/? [1:03:10<00:00,  2.92it/s]
Epoch 0: |          | 11077/? [1:03:10<00:00,  2.92it/s]
Epoch 0: |          | 11077/? [1:03:10<00:00,  2.92it/s]
Epoch 0: |          | 11078/? [1:03:11<00:00,  2.92it/s]
Epoch 0: |          | 11078/? [1:03:11<00:00,  2.92it/s]
Epoch 0: |          | 11079/? [1:03:11<00:00,  2.92it/s]
Epoch 0: |          | 11079/? [1:03:11<00:00,  2.92it/s]
Epoch 0: |          | 11080/? [1:03:11<00:00,  2.92it/s]
Epoch 0: |          | 11080/? [1:03:11<00:00,  2.92it/s]
Epoch 0: |          | 11081/? [1:03:12<00:00,  2.92it/s]
Epoch 0: |          | 11081/? [1:03:12<00:00,  2.92it/s]
Epoch 0: |          | 11082/? [1:03:12<00:00,  2.92it/s]
Epoch 0: |          | 11082/? [1:03:12<00:00,  2.92it/s]
Epoch 0: |          | 11083/? [1:03:12<00:00,  2.92it/s]
Epoch 0: |          | 11083/? [1:03:12<00:00,  2.92it/s]
Epoch 0: |          | 11084/? [1:03:13<00:00,  2.92it/s]
Epoch 0: |          | 11084/? [1:03:13<00:00,  2.92it/s]
Epoch 0: |          | 11085/? [1:03:13<00:00,  2.92it/s]
Epoch 0: |          | 11085/? [1:03:13<00:00,  2.92it/s]
Epoch 0: |          | 11086/? [1:03:13<00:00,  2.92it/s]
Epoch 0: |          | 11086/? [1:03:13<00:00,  2.92it/s]
Epoch 0: |          | 11087/? [1:03:14<00:00,  2.92it/s]
Epoch 0: |          | 11087/? [1:03:14<00:00,  2.92it/s]
Epoch 0: |          | 11088/? [1:03:14<00:00,  2.92it/s]
Epoch 0: |          | 11088/? [1:03:14<00:00,  2.92it/s]
Epoch 0: |          | 11089/? [1:03:14<00:00,  2.92it/s]
Epoch 0: |          | 11089/? [1:03:14<00:00,  2.92it/s]
Epoch 0: |          | 11090/? [1:03:14<00:00,  2.92it/s]
Epoch 0: |          | 11090/? [1:03:14<00:00,  2.92it/s]
Epoch 0: |          | 11091/? [1:03:15<00:00,  2.92it/s]
Epoch 0: |          | 11091/? [1:03:15<00:00,  2.92it/s]
Epoch 0: |          | 11092/? [1:03:15<00:00,  2.92it/s]
Epoch 0: |          | 11092/? [1:03:15<00:00,  2.92it/s]
Epoch 0: |          | 11093/? [1:03:15<00:00,  2.92it/s]
Epoch 0: |          | 11093/? [1:03:15<00:00,  2.92it/s]
Epoch 0: |          | 11094/? [1:03:16<00:00,  2.92it/s]
Epoch 0: |          | 11094/? [1:03:16<00:00,  2.92it/s]
Epoch 0: |          | 11095/? [1:03:16<00:00,  2.92it/s]
Epoch 0: |          | 11095/? [1:03:16<00:00,  2.92it/s]
Epoch 0: |          | 11096/? [1:03:16<00:00,  2.92it/s]
Epoch 0: |          | 11096/? [1:03:16<00:00,  2.92it/s]
Epoch 0: |          | 11097/? [1:03:17<00:00,  2.92it/s]
Epoch 0: |          | 11097/? [1:03:17<00:00,  2.92it/s]
Epoch 0: |          | 11098/? [1:03:17<00:00,  2.92it/s]
Epoch 0: |          | 11098/? [1:03:17<00:00,  2.92it/s]
Epoch 0: |          | 11099/? [1:03:17<00:00,  2.92it/s]
Epoch 0: |          | 11099/? [1:03:17<00:00,  2.92it/s]
Epoch 0: |          | 11100/? [1:03:18<00:00,  2.92it/s]
Epoch 0: |          | 11100/? [1:03:18<00:00,  2.92it/s]
Epoch 0: |          | 11101/? [1:03:18<00:00,  2.92it/s]
Epoch 0: |          | 11101/? [1:03:18<00:00,  2.92it/s]
Epoch 0: |          | 11102/? [1:03:18<00:00,  2.92it/s]
Epoch 0: |          | 11102/? [1:03:18<00:00,  2.92it/s]
Epoch 0: |          | 11103/? [1:03:19<00:00,  2.92it/s]
Epoch 0: |          | 11103/? [1:03:19<00:00,  2.92it/s]
Epoch 0: |          | 11104/? [1:03:19<00:00,  2.92it/s]
Epoch 0: |          | 11104/? [1:03:19<00:00,  2.92it/s]
Epoch 0: |          | 11105/? [1:03:19<00:00,  2.92it/s]
Epoch 0: |          | 11105/? [1:03:19<00:00,  2.92it/s]
Epoch 0: |          | 11106/? [1:03:19<00:00,  2.92it/s]
Epoch 0: |          | 11106/? [1:03:19<00:00,  2.92it/s]
Epoch 0: |          | 11107/? [1:03:20<00:00,  2.92it/s]
Epoch 0: |          | 11107/? [1:03:20<00:00,  2.92it/s]
Epoch 0: |          | 11108/? [1:03:20<00:00,  2.92it/s]
Epoch 0: |          | 11108/? [1:03:20<00:00,  2.92it/s]
Epoch 0: |          | 11109/? [1:03:20<00:00,  2.92it/s]
Epoch 0: |          | 11109/? [1:03:20<00:00,  2.92it/s]
Epoch 0: |          | 11110/? [1:03:21<00:00,  2.92it/s]
Epoch 0: |          | 11110/? [1:03:21<00:00,  2.92it/s]
Epoch 0: |          | 11111/? [1:03:21<00:00,  2.92it/s]
Epoch 0: |          | 11111/? [1:03:21<00:00,  2.92it/s]
Epoch 0: |          | 11112/? [1:03:21<00:00,  2.92it/s]
Epoch 0: |          | 11112/? [1:03:21<00:00,  2.92it/s]
Epoch 0: |          | 11113/? [1:03:22<00:00,  2.92it/s]
Epoch 0: |          | 11113/? [1:03:22<00:00,  2.92it/s]
Epoch 0: |          | 11114/? [1:03:22<00:00,  2.92it/s]
Epoch 0: |          | 11114/? [1:03:22<00:00,  2.92it/s]
Epoch 0: |          | 11115/? [1:03:22<00:00,  2.92it/s]
Epoch 0: |          | 11115/? [1:03:22<00:00,  2.92it/s]
Epoch 0: |          | 11116/? [1:03:23<00:00,  2.92it/s]
Epoch 0: |          | 11116/? [1:03:23<00:00,  2.92it/s]
Epoch 0: |          | 11117/? [1:03:23<00:00,  2.92it/s]
Epoch 0: |          | 11117/? [1:03:23<00:00,  2.92it/s]
Epoch 0: |          | 11118/? [1:03:23<00:00,  2.92it/s]
Epoch 0: |          | 11118/? [1:03:23<00:00,  2.92it/s]
Epoch 0: |          | 11119/? [1:03:24<00:00,  2.92it/s]
Epoch 0: |          | 11119/? [1:03:24<00:00,  2.92it/s]
Epoch 0: |          | 11120/? [1:03:24<00:00,  2.92it/s]
Epoch 0: |          | 11120/? [1:03:24<00:00,  2.92it/s]
Epoch 0: |          | 11121/? [1:03:24<00:00,  2.92it/s]
Epoch 0: |          | 11121/? [1:03:24<00:00,  2.92it/s]
Epoch 0: |          | 11122/? [1:03:25<00:00,  2.92it/s]
Epoch 0: |          | 11122/? [1:03:25<00:00,  2.92it/s]
Epoch 0: |          | 11123/? [1:03:25<00:00,  2.92it/s]
Epoch 0: |          | 11123/? [1:03:25<00:00,  2.92it/s]
Epoch 0: |          | 11124/? [1:03:25<00:00,  2.92it/s]
Epoch 0: |          | 11124/? [1:03:25<00:00,  2.92it/s]
Epoch 0: |          | 11125/? [1:03:25<00:00,  2.92it/s]
Epoch 0: |          | 11125/? [1:03:25<00:00,  2.92it/s]
Epoch 0: |          | 11126/? [1:03:26<00:00,  2.92it/s]
Epoch 0: |          | 11126/? [1:03:26<00:00,  2.92it/s]
Epoch 0: |          | 11127/? [1:03:26<00:00,  2.92it/s]
Epoch 0: |          | 11127/? [1:03:26<00:00,  2.92it/s]
Epoch 0: |          | 11128/? [1:03:26<00:00,  2.92it/s]
Epoch 0: |          | 11128/? [1:03:26<00:00,  2.92it/s]
Epoch 0: |          | 11129/? [1:03:27<00:00,  2.92it/s]
Epoch 0: |          | 11129/? [1:03:27<00:00,  2.92it/s]
Epoch 0: |          | 11130/? [1:03:27<00:00,  2.92it/s]
Epoch 0: |          | 11130/? [1:03:27<00:00,  2.92it/s]
Epoch 0: |          | 11131/? [1:03:27<00:00,  2.92it/s]
Epoch 0: |          | 11131/? [1:03:27<00:00,  2.92it/s]
Epoch 0: |          | 11132/? [1:03:28<00:00,  2.92it/s]
Epoch 0: |          | 11132/? [1:03:28<00:00,  2.92it/s]
Epoch 0: |          | 11133/? [1:03:28<00:00,  2.92it/s]
Epoch 0: |          | 11133/? [1:03:28<00:00,  2.92it/s]
Epoch 0: |          | 11134/? [1:03:28<00:00,  2.92it/s]
Epoch 0: |          | 11134/? [1:03:28<00:00,  2.92it/s]
Epoch 0: |          | 11135/? [1:03:29<00:00,  2.92it/s]
Epoch 0: |          | 11135/? [1:03:29<00:00,  2.92it/s]
Epoch 0: |          | 11136/? [1:03:29<00:00,  2.92it/s]
Epoch 0: |          | 11136/? [1:03:29<00:00,  2.92it/s]
Epoch 0: |          | 11137/? [1:03:29<00:00,  2.92it/s]
Epoch 0: |          | 11137/? [1:03:29<00:00,  2.92it/s]
Epoch 0: |          | 11138/? [1:03:30<00:00,  2.92it/s]
Epoch 0: |          | 11138/? [1:03:30<00:00,  2.92it/s]
Epoch 0: |          | 11139/? [1:03:30<00:00,  2.92it/s]
Epoch 0: |          | 11139/? [1:03:30<00:00,  2.92it/s]
Epoch 0: |          | 11140/? [1:03:30<00:00,  2.92it/s]
Epoch 0: |          | 11140/? [1:03:30<00:00,  2.92it/s]
Epoch 0: |          | 11141/? [1:03:31<00:00,  2.92it/s]
Epoch 0: |          | 11141/? [1:03:31<00:00,  2.92it/s]
Epoch 0: |          | 11142/? [1:03:31<00:00,  2.92it/s]
Epoch 0: |          | 11142/? [1:03:31<00:00,  2.92it/s]
Epoch 0: |          | 11143/? [1:03:31<00:00,  2.92it/s]
Epoch 0: |          | 11143/? [1:03:31<00:00,  2.92it/s]
Epoch 0: |          | 11144/? [1:03:32<00:00,  2.92it/s]
Epoch 0: |          | 11144/? [1:03:32<00:00,  2.92it/s]
Epoch 0: |          | 11145/? [1:03:32<00:00,  2.92it/s]
Epoch 0: |          | 11145/? [1:03:32<00:00,  2.92it/s]
Epoch 0: |          | 11146/? [1:03:32<00:00,  2.92it/s]
Epoch 0: |          | 11146/? [1:03:32<00:00,  2.92it/s]
Epoch 0: |          | 11147/? [1:03:32<00:00,  2.92it/s]
Epoch 0: |          | 11147/? [1:03:32<00:00,  2.92it/s]
Epoch 0: |          | 11148/? [1:03:33<00:00,  2.92it/s]
Epoch 0: |          | 11148/? [1:03:33<00:00,  2.92it/s]
Epoch 0: |          | 11149/? [1:03:33<00:00,  2.92it/s]
Epoch 0: |          | 11149/? [1:03:33<00:00,  2.92it/s]
Epoch 0: |          | 11150/? [1:03:33<00:00,  2.92it/s]
Epoch 0: |          | 11150/? [1:03:33<00:00,  2.92it/s]
Epoch 0: |          | 11151/? [1:03:34<00:00,  2.92it/s]
Epoch 0: |          | 11151/? [1:03:34<00:00,  2.92it/s]
Epoch 0: |          | 11152/? [1:03:34<00:00,  2.92it/s]
Epoch 0: |          | 11152/? [1:03:34<00:00,  2.92it/s]
Epoch 0: |          | 11153/? [1:03:34<00:00,  2.92it/s]
Epoch 0: |          | 11153/? [1:03:34<00:00,  2.92it/s]
Epoch 0: |          | 11154/? [1:03:35<00:00,  2.92it/s]
Epoch 0: |          | 11154/? [1:03:35<00:00,  2.92it/s]
Epoch 0: |          | 11155/? [1:03:35<00:00,  2.92it/s]
Epoch 0: |          | 11155/? [1:03:35<00:00,  2.92it/s]
Epoch 0: |          | 11156/? [1:03:35<00:00,  2.92it/s]
Epoch 0: |          | 11156/? [1:03:35<00:00,  2.92it/s]
Epoch 0: |          | 11157/? [1:03:36<00:00,  2.92it/s]
Epoch 0: |          | 11157/? [1:03:36<00:00,  2.92it/s]
Epoch 0: |          | 11158/? [1:03:36<00:00,  2.92it/s]
Epoch 0: |          | 11158/? [1:03:36<00:00,  2.92it/s]
Epoch 0: |          | 11159/? [1:03:36<00:00,  2.92it/s]
Epoch 0: |          | 11159/? [1:03:36<00:00,  2.92it/s]
Epoch 0: |          | 11160/? [1:03:37<00:00,  2.92it/s]
Epoch 0: |          | 11160/? [1:03:37<00:00,  2.92it/s]
Epoch 0: |          | 11161/? [1:03:37<00:00,  2.92it/s]
Epoch 0: |          | 11161/? [1:03:37<00:00,  2.92it/s]
Epoch 0: |          | 11162/? [1:03:37<00:00,  2.92it/s]
Epoch 0: |          | 11162/? [1:03:37<00:00,  2.92it/s]
Epoch 0: |          | 11163/? [1:03:38<00:00,  2.92it/s]
Epoch 0: |          | 11163/? [1:03:38<00:00,  2.92it/s]
Epoch 0: |          | 11164/? [1:03:38<00:00,  2.92it/s]
Epoch 0: |          | 11164/? [1:03:38<00:00,  2.92it/s]
Epoch 0: |          | 11165/? [1:03:38<00:00,  2.92it/s]
Epoch 0: |          | 11165/? [1:03:38<00:00,  2.92it/s]
Epoch 0: |          | 11166/? [1:03:38<00:00,  2.92it/s]
Epoch 0: |          | 11166/? [1:03:38<00:00,  2.92it/s]
Epoch 0: |          | 11167/? [1:03:39<00:00,  2.92it/s]
Epoch 0: |          | 11167/? [1:03:39<00:00,  2.92it/s]
Epoch 0: |          | 11168/? [1:03:39<00:00,  2.92it/s]
Epoch 0: |          | 11168/? [1:03:39<00:00,  2.92it/s]
Epoch 0: |          | 11169/? [1:03:39<00:00,  2.92it/s]
Epoch 0: |          | 11169/? [1:03:39<00:00,  2.92it/s]
Epoch 0: |          | 11170/? [1:03:40<00:00,  2.92it/s]
Epoch 0: |          | 11170/? [1:03:40<00:00,  2.92it/s]
Epoch 0: |          | 11171/? [1:03:40<00:00,  2.92it/s]
Epoch 0: |          | 11171/? [1:03:40<00:00,  2.92it/s]
Epoch 0: |          | 11172/? [1:03:40<00:00,  2.92it/s]
Epoch 0: |          | 11172/? [1:03:40<00:00,  2.92it/s]
Epoch 0: |          | 11173/? [1:03:41<00:00,  2.92it/s]
Epoch 0: |          | 11173/? [1:03:41<00:00,  2.92it/s]
Epoch 0: |          | 11174/? [1:03:41<00:00,  2.92it/s]
Epoch 0: |          | 11174/? [1:03:41<00:00,  2.92it/s]
Epoch 0: |          | 11175/? [1:03:41<00:00,  2.92it/s]
Epoch 0: |          | 11175/? [1:03:41<00:00,  2.92it/s]
Epoch 0: |          | 11176/? [1:03:42<00:00,  2.92it/s]
Epoch 0: |          | 11176/? [1:03:42<00:00,  2.92it/s]
Epoch 0: |          | 11177/? [1:03:42<00:00,  2.92it/s]
Epoch 0: |          | 11177/? [1:03:42<00:00,  2.92it/s]
Epoch 0: |          | 11178/? [1:03:42<00:00,  2.92it/s]
Epoch 0: |          | 11178/? [1:03:42<00:00,  2.92it/s]
Epoch 0: |          | 11179/? [1:03:43<00:00,  2.92it/s]
Epoch 0: |          | 11179/? [1:03:43<00:00,  2.92it/s]
Epoch 0: |          | 11180/? [1:03:43<00:00,  2.92it/s]
Epoch 0: |          | 11180/? [1:03:43<00:00,  2.92it/s]
Epoch 0: |          | 11181/? [1:03:43<00:00,  2.92it/s]
Epoch 0: |          | 11181/? [1:03:43<00:00,  2.92it/s]
Epoch 0: |          | 11182/? [1:03:44<00:00,  2.92it/s]
Epoch 0: |          | 11182/? [1:03:44<00:00,  2.92it/s]
Epoch 0: |          | 11183/? [1:03:44<00:00,  2.92it/s]
Epoch 0: |          | 11183/? [1:03:44<00:00,  2.92it/s]
Epoch 0: |          | 11184/? [1:03:44<00:00,  2.92it/s]
Epoch 0: |          | 11184/? [1:03:44<00:00,  2.92it/s]
Epoch 0: |          | 11185/? [1:03:45<00:00,  2.92it/s]
Epoch 0: |          | 11185/? [1:03:45<00:00,  2.92it/s]
Epoch 0: |          | 11186/? [1:03:45<00:00,  2.92it/s]
Epoch 0: |          | 11186/? [1:03:45<00:00,  2.92it/s]
Epoch 0: |          | 11187/? [1:03:45<00:00,  2.92it/s]
Epoch 0: |          | 11187/? [1:03:45<00:00,  2.92it/s]
Epoch 0: |          | 11188/? [1:03:45<00:00,  2.92it/s]
Epoch 0: |          | 11188/? [1:03:45<00:00,  2.92it/s]
Epoch 0: |          | 11189/? [1:03:46<00:00,  2.92it/s]
Epoch 0: |          | 11189/? [1:03:46<00:00,  2.92it/s]
Epoch 0: |          | 11190/? [1:03:46<00:00,  2.92it/s]
Epoch 0: |          | 11190/? [1:03:46<00:00,  2.92it/s]
Epoch 0: |          | 11191/? [1:03:46<00:00,  2.92it/s]
Epoch 0: |          | 11191/? [1:03:46<00:00,  2.92it/s]
Epoch 0: |          | 11192/? [1:03:47<00:00,  2.92it/s]
Epoch 0: |          | 11192/? [1:03:47<00:00,  2.92it/s]
Epoch 0: |          | 11193/? [1:03:47<00:00,  2.92it/s]
Epoch 0: |          | 11193/? [1:03:47<00:00,  2.92it/s]
Epoch 0: |          | 11194/? [1:03:47<00:00,  2.92it/s]
Epoch 0: |          | 11194/? [1:03:47<00:00,  2.92it/s]
Epoch 0: |          | 11195/? [1:03:48<00:00,  2.92it/s]
Epoch 0: |          | 11195/? [1:03:48<00:00,  2.92it/s]
Epoch 0: |          | 11196/? [1:03:48<00:00,  2.92it/s]
Epoch 0: |          | 11196/? [1:03:48<00:00,  2.92it/s]
Epoch 0: |          | 11197/? [1:03:48<00:00,  2.92it/s]
Epoch 0: |          | 11197/? [1:03:48<00:00,  2.92it/s]
Epoch 0: |          | 11198/? [1:03:49<00:00,  2.92it/s]
Epoch 0: |          | 11198/? [1:03:49<00:00,  2.92it/s]
Epoch 0: |          | 11199/? [1:03:49<00:00,  2.92it/s]
Epoch 0: |          | 11199/? [1:03:49<00:00,  2.92it/s]
Epoch 0: |          | 11200/? [1:03:49<00:00,  2.92it/s]
Epoch 0: |          | 11200/? [1:03:49<00:00,  2.92it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.72it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.39it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.68it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.81it/s]

Epoch 0: |          | 11200/? [1:03:50<00:00,  2.92it/s]
Epoch 0: |          | 11201/? [1:03:50<00:00,  2.92it/s]
Epoch 0: |          | 11201/? [1:03:50<00:00,  2.92it/s]
Epoch 0: |          | 11202/? [1:03:50<00:00,  2.92it/s]
Epoch 0: |          | 11202/? [1:03:50<00:00,  2.92it/s]
Epoch 0: |          | 11203/? [1:03:51<00:00,  2.92it/s]
Epoch 0: |          | 11203/? [1:03:51<00:00,  2.92it/s]
Epoch 0: |          | 11204/? [1:03:51<00:00,  2.92it/s]
Epoch 0: |          | 11204/? [1:03:51<00:00,  2.92it/s]
Epoch 0: |          | 11205/? [1:03:51<00:00,  2.92it/s]
Epoch 0: |          | 11205/? [1:03:51<00:00,  2.92it/s]
Epoch 0: |          | 11206/? [1:03:52<00:00,  2.92it/s]
Epoch 0: |          | 11206/? [1:03:52<00:00,  2.92it/s]
Epoch 0: |          | 11207/? [1:03:52<00:00,  2.92it/s]
Epoch 0: |          | 11207/? [1:03:52<00:00,  2.92it/s]
Epoch 0: |          | 11208/? [1:03:52<00:00,  2.92it/s]
Epoch 0: |          | 11208/? [1:03:52<00:00,  2.92it/s]
Epoch 0: |          | 11209/? [1:03:52<00:00,  2.92it/s]
Epoch 0: |          | 11209/? [1:03:52<00:00,  2.92it/s]
Epoch 0: |          | 11210/? [1:03:53<00:00,  2.92it/s]
Epoch 0: |          | 11210/? [1:03:53<00:00,  2.92it/s]
Epoch 0: |          | 11211/? [1:03:53<00:00,  2.92it/s]
Epoch 0: |          | 11211/? [1:03:53<00:00,  2.92it/s]
Epoch 0: |          | 11212/? [1:03:53<00:00,  2.92it/s]
Epoch 0: |          | 11212/? [1:03:53<00:00,  2.92it/s]
Epoch 0: |          | 11213/? [1:03:54<00:00,  2.92it/s]
Epoch 0: |          | 11213/? [1:03:54<00:00,  2.92it/s]
Epoch 0: |          | 11214/? [1:03:54<00:00,  2.92it/s]
Epoch 0: |          | 11214/? [1:03:54<00:00,  2.92it/s]
Epoch 0: |          | 11215/? [1:03:54<00:00,  2.92it/s]
Epoch 0: |          | 11215/? [1:03:54<00:00,  2.92it/s]
Epoch 0: |          | 11216/? [1:03:55<00:00,  2.92it/s]
Epoch 0: |          | 11216/? [1:03:55<00:00,  2.92it/s]
Epoch 0: |          | 11217/? [1:03:55<00:00,  2.92it/s]
Epoch 0: |          | 11217/? [1:03:55<00:00,  2.92it/s]
Epoch 0: |          | 11218/? [1:03:55<00:00,  2.92it/s]
Epoch 0: |          | 11218/? [1:03:55<00:00,  2.92it/s]
Epoch 0: |          | 11219/? [1:03:56<00:00,  2.92it/s]
Epoch 0: |          | 11219/? [1:03:56<00:00,  2.92it/s]
Epoch 0: |          | 11220/? [1:03:56<00:00,  2.92it/s]
Epoch 0: |          | 11220/? [1:03:56<00:00,  2.92it/s]
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Epoch 0: |          | 11266/? [1:04:10<00:00,  2.93it/s]
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Epoch 0: |          | 11267/? [1:04:11<00:00,  2.93it/s]
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Epoch 0: |          | 11268/? [1:04:11<00:00,  2.93it/s]
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Epoch 0: |          | 11269/? [1:04:11<00:00,  2.93it/s]
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Epoch 0: |          | 11270/? [1:04:12<00:00,  2.93it/s]
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Epoch 0: |          | 11278/? [1:04:14<00:00,  2.93it/s]
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Epoch 0: |          | 11279/? [1:04:15<00:00,  2.93it/s]
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Epoch 0: |          | 11282/? [1:04:16<00:00,  2.93it/s]
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Epoch 0: |          | 11283/? [1:04:16<00:00,  2.93it/s]
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Epoch 0: |          | 11285/? [1:04:17<00:00,  2.93it/s]
Epoch 0: |          | 11285/? [1:04:17<00:00,  2.93it/s]
Epoch 0: |          | 11286/? [1:04:17<00:00,  2.93it/s]
Epoch 0: |          | 11286/? [1:04:17<00:00,  2.93it/s]
Epoch 0: |          | 11287/? [1:04:17<00:00,  2.93it/s]
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Epoch 0: |          | 11288/? [1:04:18<00:00,  2.93it/s]
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Epoch 0: |          | 11289/? [1:04:18<00:00,  2.93it/s]
Epoch 0: |          | 11289/? [1:04:18<00:00,  2.93it/s]
Epoch 0: |          | 11290/? [1:04:18<00:00,  2.93it/s]
Epoch 0: |          | 11290/? [1:04:18<00:00,  2.93it/s]
Epoch 0: |          | 11291/? [1:04:18<00:00,  2.93it/s]
Epoch 0: |          | 11291/? [1:04:18<00:00,  2.93it/s]
Epoch 0: |          | 11292/? [1:04:19<00:00,  2.93it/s]
Epoch 0: |          | 11292/? [1:04:19<00:00,  2.93it/s]
Epoch 0: |          | 11293/? [1:04:19<00:00,  2.93it/s]
Epoch 0: |          | 11293/? [1:04:19<00:00,  2.93it/s]
Epoch 0: |          | 11294/? [1:04:19<00:00,  2.93it/s]
Epoch 0: |          | 11294/? [1:04:19<00:00,  2.93it/s]
Epoch 0: |          | 11295/? [1:04:20<00:00,  2.93it/s]
Epoch 0: |          | 11295/? [1:04:20<00:00,  2.93it/s]
Epoch 0: |          | 11296/? [1:04:20<00:00,  2.93it/s]
Epoch 0: |          | 11296/? [1:04:20<00:00,  2.93it/s]
Epoch 0: |          | 11297/? [1:04:20<00:00,  2.93it/s]
Epoch 0: |          | 11297/? [1:04:20<00:00,  2.93it/s]
Epoch 0: |          | 11298/? [1:04:21<00:00,  2.93it/s]
Epoch 0: |          | 11298/? [1:04:21<00:00,  2.93it/s]
Epoch 0: |          | 11299/? [1:04:21<00:00,  2.93it/s]
Epoch 0: |          | 11299/? [1:04:21<00:00,  2.93it/s]
Epoch 0: |          | 11300/? [1:04:21<00:00,  2.93it/s]
Epoch 0: |          | 11300/? [1:04:21<00:00,  2.93it/s]
Epoch 0: |          | 11301/? [1:04:22<00:00,  2.93it/s]
Epoch 0: |          | 11301/? [1:04:22<00:00,  2.93it/s]
Epoch 0: |          | 11302/? [1:04:22<00:00,  2.93it/s]
Epoch 0: |          | 11302/? [1:04:22<00:00,  2.93it/s]
Epoch 0: |          | 11303/? [1:04:22<00:00,  2.93it/s]
Epoch 0: |          | 11303/? [1:04:22<00:00,  2.93it/s]
Epoch 0: |          | 11304/? [1:04:23<00:00,  2.93it/s]
Epoch 0: |          | 11304/? [1:04:23<00:00,  2.93it/s]
Epoch 0: |          | 11305/? [1:04:23<00:00,  2.93it/s]
Epoch 0: |          | 11305/? [1:04:23<00:00,  2.93it/s]
Epoch 0: |          | 11306/? [1:04:23<00:00,  2.93it/s]
Epoch 0: |          | 11306/? [1:04:23<00:00,  2.93it/s]
Epoch 0: |          | 11307/? [1:04:23<00:00,  2.93it/s]
Epoch 0: |          | 11307/? [1:04:23<00:00,  2.93it/s]
Epoch 0: |          | 11308/? [1:04:24<00:00,  2.93it/s]
Epoch 0: |          | 11308/? [1:04:24<00:00,  2.93it/s]
Epoch 0: |          | 11309/? [1:04:24<00:00,  2.93it/s]
Epoch 0: |          | 11309/? [1:04:24<00:00,  2.93it/s]
Epoch 0: |          | 11310/? [1:04:24<00:00,  2.93it/s]
Epoch 0: |          | 11310/? [1:04:24<00:00,  2.93it/s]
Epoch 0: |          | 11311/? [1:04:25<00:00,  2.93it/s]
Epoch 0: |          | 11311/? [1:04:25<00:00,  2.93it/s]
Epoch 0: |          | 11312/? [1:04:25<00:00,  2.93it/s]
Epoch 0: |          | 11312/? [1:04:25<00:00,  2.93it/s]
Epoch 0: |          | 11313/? [1:04:25<00:00,  2.93it/s]
Epoch 0: |          | 11313/? [1:04:25<00:00,  2.93it/s]
Epoch 0: |          | 11314/? [1:04:26<00:00,  2.93it/s]
Epoch 0: |          | 11314/? [1:04:26<00:00,  2.93it/s]
Epoch 0: |          | 11315/? [1:04:26<00:00,  2.93it/s]
Epoch 0: |          | 11315/? [1:04:26<00:00,  2.93it/s]
Epoch 0: |          | 11316/? [1:04:26<00:00,  2.93it/s]
Epoch 0: |          | 11316/? [1:04:26<00:00,  2.93it/s]
Epoch 0: |          | 11317/? [1:04:27<00:00,  2.93it/s]
Epoch 0: |          | 11317/? [1:04:27<00:00,  2.93it/s]
Epoch 0: |          | 11318/? [1:04:27<00:00,  2.93it/s]
Epoch 0: |          | 11318/? [1:04:27<00:00,  2.93it/s]
Epoch 0: |          | 11319/? [1:04:27<00:00,  2.93it/s]
Epoch 0: |          | 11319/? [1:04:27<00:00,  2.93it/s]
Epoch 0: |          | 11320/? [1:04:28<00:00,  2.93it/s]
Epoch 0: |          | 11320/? [1:04:28<00:00,  2.93it/s]
Epoch 0: |          | 11321/? [1:04:28<00:00,  2.93it/s]
Epoch 0: |          | 11321/? [1:04:28<00:00,  2.93it/s]
Epoch 0: |          | 11322/? [1:04:28<00:00,  2.93it/s]
Epoch 0: |          | 11322/? [1:04:28<00:00,  2.93it/s]
Epoch 0: |          | 11323/? [1:04:29<00:00,  2.93it/s]
Epoch 0: |          | 11323/? [1:04:29<00:00,  2.93it/s]
Epoch 0: |          | 11324/? [1:04:29<00:00,  2.93it/s]
Epoch 0: |          | 11324/? [1:04:29<00:00,  2.93it/s]
Epoch 0: |          | 11325/? [1:04:29<00:00,  2.93it/s]
Epoch 0: |          | 11325/? [1:04:29<00:00,  2.93it/s]
Epoch 0: |          | 11326/? [1:04:30<00:00,  2.93it/s]
Epoch 0: |          | 11326/? [1:04:30<00:00,  2.93it/s]
Epoch 0: |          | 11327/? [1:04:30<00:00,  2.93it/s]
Epoch 0: |          | 11327/? [1:04:30<00:00,  2.93it/s]
Epoch 0: |          | 11328/? [1:04:30<00:00,  2.93it/s]
Epoch 0: |          | 11328/? [1:04:30<00:00,  2.93it/s]
Epoch 0: |          | 11329/? [1:04:31<00:00,  2.93it/s]
Epoch 0: |          | 11329/? [1:04:31<00:00,  2.93it/s]
Epoch 0: |          | 11330/? [1:04:31<00:00,  2.93it/s]
Epoch 0: |          | 11330/? [1:04:31<00:00,  2.93it/s]
Epoch 0: |          | 11331/? [1:04:31<00:00,  2.93it/s]
Epoch 0: |          | 11331/? [1:04:31<00:00,  2.93it/s]
Epoch 0: |          | 11332/? [1:04:31<00:00,  2.93it/s]
Epoch 0: |          | 11332/? [1:04:31<00:00,  2.93it/s]
Epoch 0: |          | 11333/? [1:04:32<00:00,  2.93it/s]
Epoch 0: |          | 11333/? [1:04:32<00:00,  2.93it/s]
Epoch 0: |          | 11334/? [1:04:32<00:00,  2.93it/s]
Epoch 0: |          | 11334/? [1:04:32<00:00,  2.93it/s]
Epoch 0: |          | 11335/? [1:04:32<00:00,  2.93it/s]
Epoch 0: |          | 11335/? [1:04:32<00:00,  2.93it/s]
Epoch 0: |          | 11336/? [1:04:33<00:00,  2.93it/s]
Epoch 0: |          | 11336/? [1:04:33<00:00,  2.93it/s]
Epoch 0: |          | 11337/? [1:04:33<00:00,  2.93it/s]
Epoch 0: |          | 11337/? [1:04:33<00:00,  2.93it/s]
Epoch 0: |          | 11338/? [1:04:33<00:00,  2.93it/s]
Epoch 0: |          | 11338/? [1:04:33<00:00,  2.93it/s]
Epoch 0: |          | 11339/? [1:04:34<00:00,  2.93it/s]
Epoch 0: |          | 11339/? [1:04:34<00:00,  2.93it/s]
Epoch 0: |          | 11340/? [1:04:34<00:00,  2.93it/s]
Epoch 0: |          | 11340/? [1:04:34<00:00,  2.93it/s]
Epoch 0: |          | 11341/? [1:04:34<00:00,  2.93it/s]
Epoch 0: |          | 11341/? [1:04:34<00:00,  2.93it/s]
Epoch 0: |          | 11342/? [1:04:35<00:00,  2.93it/s]
Epoch 0: |          | 11342/? [1:04:35<00:00,  2.93it/s]
Epoch 0: |          | 11343/? [1:04:35<00:00,  2.93it/s]
Epoch 0: |          | 11343/? [1:04:35<00:00,  2.93it/s]
Epoch 0: |          | 11344/? [1:04:35<00:00,  2.93it/s]
Epoch 0: |          | 11344/? [1:04:35<00:00,  2.93it/s]
Epoch 0: |          | 11345/? [1:04:36<00:00,  2.93it/s]
Epoch 0: |          | 11345/? [1:04:36<00:00,  2.93it/s]
Epoch 0: |          | 11346/? [1:04:36<00:00,  2.93it/s]
Epoch 0: |          | 11346/? [1:04:36<00:00,  2.93it/s]
Epoch 0: |          | 11347/? [1:04:36<00:00,  2.93it/s]
Epoch 0: |          | 11347/? [1:04:36<00:00,  2.93it/s]
Epoch 0: |          | 11348/? [1:04:37<00:00,  2.93it/s]
Epoch 0: |          | 11348/? [1:04:37<00:00,  2.93it/s]
Epoch 0: |          | 11349/? [1:04:37<00:00,  2.93it/s]
Epoch 0: |          | 11349/? [1:04:37<00:00,  2.93it/s]
Epoch 0: |          | 11350/? [1:04:37<00:00,  2.93it/s]
Epoch 0: |          | 11350/? [1:04:37<00:00,  2.93it/s]
Epoch 0: |          | 11351/? [1:04:37<00:00,  2.93it/s]
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Epoch 0: |          | 11352/? [1:04:38<00:00,  2.93it/s]
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Epoch 0: |          | 11353/? [1:04:38<00:00,  2.93it/s]
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Epoch 0: |          | 11354/? [1:04:38<00:00,  2.93it/s]
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Epoch 0: |          | 11355/? [1:04:39<00:00,  2.93it/s]
Epoch 0: |          | 11355/? [1:04:39<00:00,  2.93it/s]
Epoch 0: |          | 11356/? [1:04:39<00:00,  2.93it/s]
Epoch 0: |          | 11356/? [1:04:39<00:00,  2.93it/s]
Epoch 0: |          | 11357/? [1:04:39<00:00,  2.93it/s]
Epoch 0: |          | 11357/? [1:04:39<00:00,  2.93it/s]
Epoch 0: |          | 11358/? [1:04:40<00:00,  2.93it/s]
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Epoch 0: |          | 11359/? [1:04:40<00:00,  2.93it/s]
Epoch 0: |          | 11359/? [1:04:40<00:00,  2.93it/s]
Epoch 0: |          | 11360/? [1:04:40<00:00,  2.93it/s]
Epoch 0: |          | 11360/? [1:04:40<00:00,  2.93it/s]
Epoch 0: |          | 11361/? [1:04:41<00:00,  2.93it/s]
Epoch 0: |          | 11361/? [1:04:41<00:00,  2.93it/s]
Epoch 0: |          | 11362/? [1:04:41<00:00,  2.93it/s]
Epoch 0: |          | 11362/? [1:04:41<00:00,  2.93it/s]
Epoch 0: |          | 11363/? [1:04:41<00:00,  2.93it/s]
Epoch 0: |          | 11363/? [1:04:41<00:00,  2.93it/s]
Epoch 0: |          | 11364/? [1:04:42<00:00,  2.93it/s]
Epoch 0: |          | 11364/? [1:04:42<00:00,  2.93it/s]
Epoch 0: |          | 11365/? [1:04:42<00:00,  2.93it/s]
Epoch 0: |          | 11365/? [1:04:42<00:00,  2.93it/s]
Epoch 0: |          | 11366/? [1:04:42<00:00,  2.93it/s]
Epoch 0: |          | 11366/? [1:04:42<00:00,  2.93it/s]
Epoch 0: |          | 11367/? [1:04:43<00:00,  2.93it/s]
Epoch 0: |          | 11367/? [1:04:43<00:00,  2.93it/s]
Epoch 0: |          | 11368/? [1:04:43<00:00,  2.93it/s]
Epoch 0: |          | 11368/? [1:04:43<00:00,  2.93it/s]
Epoch 0: |          | 11369/? [1:04:43<00:00,  2.93it/s]
Epoch 0: |          | 11369/? [1:04:43<00:00,  2.93it/s]
Epoch 0: |          | 11370/? [1:04:44<00:00,  2.93it/s]
Epoch 0: |          | 11370/? [1:04:44<00:00,  2.93it/s]
Epoch 0: |          | 11371/? [1:04:44<00:00,  2.93it/s]
Epoch 0: |          | 11371/? [1:04:44<00:00,  2.93it/s]
Epoch 0: |          | 11372/? [1:04:44<00:00,  2.93it/s]
Epoch 0: |          | 11372/? [1:04:44<00:00,  2.93it/s]
Epoch 0: |          | 11373/? [1:04:45<00:00,  2.93it/s]
Epoch 0: |          | 11373/? [1:04:45<00:00,  2.93it/s]
Epoch 0: |          | 11374/? [1:04:45<00:00,  2.93it/s]
Epoch 0: |          | 11374/? [1:04:45<00:00,  2.93it/s]
Epoch 0: |          | 11375/? [1:04:45<00:00,  2.93it/s]
Epoch 0: |          | 11375/? [1:04:45<00:00,  2.93it/s]
Epoch 0: |          | 11376/? [1:04:46<00:00,  2.93it/s]
Epoch 0: |          | 11376/? [1:04:46<00:00,  2.93it/s]
Epoch 0: |          | 11377/? [1:04:46<00:00,  2.93it/s]
Epoch 0: |          | 11377/? [1:04:46<00:00,  2.93it/s]
Epoch 0: |          | 11378/? [1:04:46<00:00,  2.93it/s]
Epoch 0: |          | 11378/? [1:04:46<00:00,  2.93it/s]
Epoch 0: |          | 11379/? [1:04:47<00:00,  2.93it/s]
Epoch 0: |          | 11379/? [1:04:47<00:00,  2.93it/s]
Epoch 0: |          | 11380/? [1:04:47<00:00,  2.93it/s]
Epoch 0: |          | 11380/? [1:04:47<00:00,  2.93it/s]
Epoch 0: |          | 11381/? [1:04:47<00:00,  2.93it/s]
Epoch 0: |          | 11381/? [1:04:47<00:00,  2.93it/s]
Epoch 0: |          | 11382/? [1:04:47<00:00,  2.93it/s]
Epoch 0: |          | 11382/? [1:04:47<00:00,  2.93it/s]
Epoch 0: |          | 11383/? [1:04:48<00:00,  2.93it/s]
Epoch 0: |          | 11383/? [1:04:48<00:00,  2.93it/s]
Epoch 0: |          | 11384/? [1:04:48<00:00,  2.93it/s]
Epoch 0: |          | 11384/? [1:04:48<00:00,  2.93it/s]
Epoch 0: |          | 11385/? [1:04:48<00:00,  2.93it/s]
Epoch 0: |          | 11385/? [1:04:48<00:00,  2.93it/s]
Epoch 0: |          | 11386/? [1:04:49<00:00,  2.93it/s]
Epoch 0: |          | 11386/? [1:04:49<00:00,  2.93it/s]
Epoch 0: |          | 11387/? [1:04:49<00:00,  2.93it/s]
Epoch 0: |          | 11387/? [1:04:49<00:00,  2.93it/s]
Epoch 0: |          | 11388/? [1:04:49<00:00,  2.93it/s]
Epoch 0: |          | 11388/? [1:04:49<00:00,  2.93it/s]
Epoch 0: |          | 11389/? [1:04:50<00:00,  2.93it/s]
Epoch 0: |          | 11389/? [1:04:50<00:00,  2.93it/s]
Epoch 0: |          | 11390/? [1:04:50<00:00,  2.93it/s]
Epoch 0: |          | 11390/? [1:04:50<00:00,  2.93it/s]
Epoch 0: |          | 11391/? [1:04:50<00:00,  2.93it/s]
Epoch 0: |          | 11391/? [1:04:50<00:00,  2.93it/s]
Epoch 0: |          | 11392/? [1:04:51<00:00,  2.93it/s]
Epoch 0: |          | 11392/? [1:04:51<00:00,  2.93it/s]
Epoch 0: |          | 11393/? [1:04:51<00:00,  2.93it/s]
Epoch 0: |          | 11393/? [1:04:51<00:00,  2.93it/s]
Epoch 0: |          | 11394/? [1:04:51<00:00,  2.93it/s]
Epoch 0: |          | 11394/? [1:04:51<00:00,  2.93it/s]
Epoch 0: |          | 11395/? [1:04:52<00:00,  2.93it/s]
Epoch 0: |          | 11395/? [1:04:52<00:00,  2.93it/s]
Epoch 0: |          | 11396/? [1:04:52<00:00,  2.93it/s]
Epoch 0: |          | 11396/? [1:04:52<00:00,  2.93it/s]
Epoch 0: |          | 11397/? [1:04:52<00:00,  2.93it/s]
Epoch 0: |          | 11397/? [1:04:52<00:00,  2.93it/s]
Epoch 0: |          | 11398/? [1:04:53<00:00,  2.93it/s]
Epoch 0: |          | 11398/? [1:04:53<00:00,  2.93it/s]
Epoch 0: |          | 11399/? [1:04:53<00:00,  2.93it/s]
Epoch 0: |          | 11399/? [1:04:53<00:00,  2.93it/s]
Epoch 0: |          | 11400/? [1:04:53<00:00,  2.93it/s]
Epoch 0: |          | 11400/? [1:04:53<00:00,  2.93it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.67it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.00it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.05it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.09it/s]

Epoch 0: |          | 11400/? [1:04:54<00:00,  2.93it/s]
Epoch 0: |          | 11401/? [1:04:54<00:00,  2.93it/s]
Epoch 0: |          | 11401/? [1:04:54<00:00,  2.93it/s]
Epoch 0: |          | 11402/? [1:04:54<00:00,  2.93it/s]
Epoch 0: |          | 11402/? [1:04:54<00:00,  2.93it/s]
Epoch 0: |          | 11403/? [1:04:54<00:00,  2.93it/s]
Epoch 0: |          | 11403/? [1:04:54<00:00,  2.93it/s]
Epoch 0: |          | 11404/? [1:04:55<00:00,  2.93it/s]
Epoch 0: |          | 11404/? [1:04:55<00:00,  2.93it/s]
Epoch 0: |          | 11405/? [1:04:55<00:00,  2.93it/s]
Epoch 0: |          | 11405/? [1:04:55<00:00,  2.93it/s]
Epoch 0: |          | 11406/? [1:04:55<00:00,  2.93it/s]
Epoch 0: |          | 11406/? [1:04:55<00:00,  2.93it/s]
Epoch 0: |          | 11407/? [1:04:56<00:00,  2.93it/s]
Epoch 0: |          | 11407/? [1:04:56<00:00,  2.93it/s]
Epoch 0: |          | 11408/? [1:04:56<00:00,  2.93it/s]
Epoch 0: |          | 11408/? [1:04:56<00:00,  2.93it/s]
Epoch 0: |          | 11409/? [1:04:56<00:00,  2.93it/s]
Epoch 0: |          | 11409/? [1:04:56<00:00,  2.93it/s]
Epoch 0: |          | 11410/? [1:04:57<00:00,  2.93it/s]
Epoch 0: |          | 11410/? [1:04:57<00:00,  2.93it/s]
Epoch 0: |          | 11411/? [1:04:57<00:00,  2.93it/s]
Epoch 0: |          | 11411/? [1:04:57<00:00,  2.93it/s]
Epoch 0: |          | 11412/? [1:04:57<00:00,  2.93it/s]
Epoch 0: |          | 11412/? [1:04:57<00:00,  2.93it/s]
Epoch 0: |          | 11413/? [1:04:58<00:00,  2.93it/s]
Epoch 0: |          | 11413/? [1:04:58<00:00,  2.93it/s]
Epoch 0: |          | 11414/? [1:04:58<00:00,  2.93it/s]
Epoch 0: |          | 11414/? [1:04:58<00:00,  2.93it/s]
Epoch 0: |          | 11415/? [1:04:58<00:00,  2.93it/s]
Epoch 0: |          | 11415/? [1:04:58<00:00,  2.93it/s]
Epoch 0: |          | 11416/? [1:04:59<00:00,  2.93it/s]
Epoch 0: |          | 11416/? [1:04:59<00:00,  2.93it/s]
Epoch 0: |          | 11417/? [1:04:59<00:00,  2.93it/s]
Epoch 0: |          | 11417/? [1:04:59<00:00,  2.93it/s]
Epoch 0: |          | 11418/? [1:04:59<00:00,  2.93it/s]
Epoch 0: |          | 11418/? [1:04:59<00:00,  2.93it/s]
Epoch 0: |          | 11419/? [1:04:59<00:00,  2.93it/s]
Epoch 0: |          | 11419/? [1:04:59<00:00,  2.93it/s]
Epoch 0: |          | 11420/? [1:05:00<00:00,  2.93it/s]
Epoch 0: |          | 11420/? [1:05:00<00:00,  2.93it/s]
Epoch 0: |          | 11421/? [1:05:00<00:00,  2.93it/s]
Epoch 0: |          | 11421/? [1:05:00<00:00,  2.93it/s]
Epoch 0: |          | 11422/? [1:05:00<00:00,  2.93it/s]
Epoch 0: |          | 11422/? [1:05:00<00:00,  2.93it/s]
Epoch 0: |          | 11423/? [1:05:01<00:00,  2.93it/s]
Epoch 0: |          | 11423/? [1:05:01<00:00,  2.93it/s]
Epoch 0: |          | 11424/? [1:05:01<00:00,  2.93it/s]
Epoch 0: |          | 11424/? [1:05:01<00:00,  2.93it/s]
Epoch 0: |          | 11425/? [1:05:01<00:00,  2.93it/s]
Epoch 0: |          | 11425/? [1:05:01<00:00,  2.93it/s]
Epoch 0: |          | 11426/? [1:05:02<00:00,  2.93it/s]
Epoch 0: |          | 11426/? [1:05:02<00:00,  2.93it/s]
Epoch 0: |          | 11427/? [1:05:02<00:00,  2.93it/s]
Epoch 0: |          | 11427/? [1:05:02<00:00,  2.93it/s]
Epoch 0: |          | 11428/? [1:05:02<00:00,  2.93it/s]
Epoch 0: |          | 11428/? [1:05:02<00:00,  2.93it/s]
Epoch 0: |          | 11429/? [1:05:03<00:00,  2.93it/s]
Epoch 0: |          | 11429/? [1:05:03<00:00,  2.93it/s]
Epoch 0: |          | 11430/? [1:05:03<00:00,  2.93it/s]
Epoch 0: |          | 11430/? [1:05:03<00:00,  2.93it/s]
Epoch 0: |          | 11431/? [1:05:03<00:00,  2.93it/s]
Epoch 0: |          | 11431/? [1:05:03<00:00,  2.93it/s]
Epoch 0: |          | 11432/? [1:05:04<00:00,  2.93it/s]
Epoch 0: |          | 11432/? [1:05:04<00:00,  2.93it/s]
Epoch 0: |          | 11433/? [1:05:04<00:00,  2.93it/s]
Epoch 0: |          | 11433/? [1:05:04<00:00,  2.93it/s]
Epoch 0: |          | 11434/? [1:05:04<00:00,  2.93it/s]
Epoch 0: |          | 11434/? [1:05:04<00:00,  2.93it/s]
Epoch 0: |          | 11435/? [1:05:05<00:00,  2.93it/s]
Epoch 0: |          | 11435/? [1:05:05<00:00,  2.93it/s]
Epoch 0: |          | 11436/? [1:05:05<00:00,  2.93it/s]
Epoch 0: |          | 11436/? [1:05:05<00:00,  2.93it/s]
Epoch 0: |          | 11437/? [1:05:05<00:00,  2.93it/s]
Epoch 0: |          | 11437/? [1:05:05<00:00,  2.93it/s]
Epoch 0: |          | 11438/? [1:05:06<00:00,  2.93it/s]
Epoch 0: |          | 11438/? [1:05:06<00:00,  2.93it/s]
Epoch 0: |          | 11439/? [1:05:06<00:00,  2.93it/s]
Epoch 0: |          | 11439/? [1:05:06<00:00,  2.93it/s]
Epoch 0: |          | 11440/? [1:05:06<00:00,  2.93it/s]
Epoch 0: |          | 11440/? [1:05:06<00:00,  2.93it/s]
Epoch 0: |          | 11441/? [1:05:07<00:00,  2.93it/s]
Epoch 0: |          | 11441/? [1:05:07<00:00,  2.93it/s]
Epoch 0: |          | 11442/? [1:05:07<00:00,  2.93it/s]
Epoch 0: |          | 11442/? [1:05:07<00:00,  2.93it/s]
Epoch 0: |          | 11443/? [1:05:07<00:00,  2.93it/s]
Epoch 0: |          | 11443/? [1:05:07<00:00,  2.93it/s]
Epoch 0: |          | 11444/? [1:05:07<00:00,  2.93it/s]
Epoch 0: |          | 11444/? [1:05:07<00:00,  2.93it/s]
Epoch 0: |          | 11445/? [1:05:08<00:00,  2.93it/s]
Epoch 0: |          | 11445/? [1:05:08<00:00,  2.93it/s]
Epoch 0: |          | 11446/? [1:05:08<00:00,  2.93it/s]
Epoch 0: |          | 11446/? [1:05:08<00:00,  2.93it/s]
Epoch 0: |          | 11447/? [1:05:08<00:00,  2.93it/s]
Epoch 0: |          | 11447/? [1:05:08<00:00,  2.93it/s]
Epoch 0: |          | 11448/? [1:05:09<00:00,  2.93it/s]
Epoch 0: |          | 11448/? [1:05:09<00:00,  2.93it/s]
Epoch 0: |          | 11449/? [1:05:09<00:00,  2.93it/s]
Epoch 0: |          | 11449/? [1:05:09<00:00,  2.93it/s]
Epoch 0: |          | 11450/? [1:05:09<00:00,  2.93it/s]
Epoch 0: |          | 11450/? [1:05:09<00:00,  2.93it/s]
Epoch 0: |          | 11451/? [1:05:10<00:00,  2.93it/s]
Epoch 0: |          | 11451/? [1:05:10<00:00,  2.93it/s]
Epoch 0: |          | 11452/? [1:05:10<00:00,  2.93it/s]
Epoch 0: |          | 11452/? [1:05:10<00:00,  2.93it/s]
Epoch 0: |          | 11453/? [1:05:10<00:00,  2.93it/s]
Epoch 0: |          | 11453/? [1:05:10<00:00,  2.93it/s]
Epoch 0: |          | 11454/? [1:05:11<00:00,  2.93it/s]
Epoch 0: |          | 11454/? [1:05:11<00:00,  2.93it/s]
Epoch 0: |          | 11455/? [1:05:11<00:00,  2.93it/s]
Epoch 0: |          | 11455/? [1:05:11<00:00,  2.93it/s]
Epoch 0: |          | 11456/? [1:05:11<00:00,  2.93it/s]
Epoch 0: |          | 11456/? [1:05:11<00:00,  2.93it/s]
Epoch 0: |          | 11457/? [1:05:12<00:00,  2.93it/s]
Epoch 0: |          | 11457/? [1:05:12<00:00,  2.93it/s]
Epoch 0: |          | 11458/? [1:05:12<00:00,  2.93it/s]
Epoch 0: |          | 11458/? [1:05:12<00:00,  2.93it/s]
Epoch 0: |          | 11459/? [1:05:12<00:00,  2.93it/s]
Epoch 0: |          | 11459/? [1:05:12<00:00,  2.93it/s]
Epoch 0: |          | 11460/? [1:05:12<00:00,  2.93it/s]
Epoch 0: |          | 11460/? [1:05:12<00:00,  2.93it/s]
Epoch 0: |          | 11461/? [1:05:13<00:00,  2.93it/s]
Epoch 0: |          | 11461/? [1:05:13<00:00,  2.93it/s]
Epoch 0: |          | 11462/? [1:05:13<00:00,  2.93it/s]
Epoch 0: |          | 11462/? [1:05:13<00:00,  2.93it/s]
Epoch 0: |          | 11463/? [1:05:13<00:00,  2.93it/s]
Epoch 0: |          | 11463/? [1:05:13<00:00,  2.93it/s]
Epoch 0: |          | 11464/? [1:05:14<00:00,  2.93it/s]
Epoch 0: |          | 11464/? [1:05:14<00:00,  2.93it/s]
Epoch 0: |          | 11465/? [1:05:14<00:00,  2.93it/s]
Epoch 0: |          | 11465/? [1:05:14<00:00,  2.93it/s]
Epoch 0: |          | 11466/? [1:05:14<00:00,  2.93it/s]
Epoch 0: |          | 11466/? [1:05:14<00:00,  2.93it/s]
Epoch 0: |          | 11467/? [1:05:15<00:00,  2.93it/s]
Epoch 0: |          | 11467/? [1:05:15<00:00,  2.93it/s]
Epoch 0: |          | 11468/? [1:05:15<00:00,  2.93it/s]
Epoch 0: |          | 11468/? [1:05:15<00:00,  2.93it/s]
Epoch 0: |          | 11469/? [1:05:15<00:00,  2.93it/s]
Epoch 0: |          | 11469/? [1:05:15<00:00,  2.93it/s]
Epoch 0: |          | 11470/? [1:05:16<00:00,  2.93it/s]
Epoch 0: |          | 11470/? [1:05:16<00:00,  2.93it/s]
Epoch 0: |          | 11471/? [1:05:16<00:00,  2.93it/s]
Epoch 0: |          | 11471/? [1:05:16<00:00,  2.93it/s]
Epoch 0: |          | 11472/? [1:05:16<00:00,  2.93it/s]
Epoch 0: |          | 11472/? [1:05:16<00:00,  2.93it/s]
Epoch 0: |          | 11473/? [1:05:17<00:00,  2.93it/s]
Epoch 0: |          | 11473/? [1:05:17<00:00,  2.93it/s]
Epoch 0: |          | 11474/? [1:05:17<00:00,  2.93it/s]
Epoch 0: |          | 11474/? [1:05:17<00:00,  2.93it/s]
Epoch 0: |          | 11475/? [1:05:17<00:00,  2.93it/s]
Epoch 0: |          | 11475/? [1:05:17<00:00,  2.93it/s]
Epoch 0: |          | 11476/? [1:05:17<00:00,  2.93it/s]
Epoch 0: |          | 11476/? [1:05:17<00:00,  2.93it/s]
Epoch 0: |          | 11477/? [1:05:18<00:00,  2.93it/s]
Epoch 0: |          | 11477/? [1:05:18<00:00,  2.93it/s]
Epoch 0: |          | 11478/? [1:05:18<00:00,  2.93it/s]
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Epoch 0: |          | 11511/? [1:05:29<00:00,  2.93it/s]
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Epoch 0: |          | 11514/? [1:05:30<00:00,  2.93it/s]
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Epoch 0: |          | 11515/? [1:05:30<00:00,  2.93it/s]
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Epoch 0: |          | 11516/? [1:05:30<00:00,  2.93it/s]
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Epoch 0: |          | 11517/? [1:05:31<00:00,  2.93it/s]
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Epoch 0: |          | 11518/? [1:05:31<00:00,  2.93it/s]
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Epoch 0: |          | 11519/? [1:05:31<00:00,  2.93it/s]
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Epoch 0: |          | 11520/? [1:05:31<00:00,  2.93it/s]
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Epoch 0: |          | 11521/? [1:05:32<00:00,  2.93it/s]
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Epoch 0: |          | 11522/? [1:05:32<00:00,  2.93it/s]
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Epoch 0: |          | 11523/? [1:05:32<00:00,  2.93it/s]
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Epoch 0: |          | 11524/? [1:05:33<00:00,  2.93it/s]
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Epoch 0: |          | 11525/? [1:05:33<00:00,  2.93it/s]
Epoch 0: |          | 11525/? [1:05:33<00:00,  2.93it/s]
Epoch 0: |          | 11526/? [1:05:33<00:00,  2.93it/s]
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Epoch 0: |          | 11527/? [1:05:34<00:00,  2.93it/s]
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Epoch 0: |          | 11528/? [1:05:34<00:00,  2.93it/s]
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Epoch 0: |          | 11529/? [1:05:34<00:00,  2.93it/s]
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Epoch 0: |          | 11530/? [1:05:35<00:00,  2.93it/s]
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Epoch 0: |          | 11531/? [1:05:35<00:00,  2.93it/s]
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Epoch 0: |          | 11532/? [1:05:35<00:00,  2.93it/s]
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Epoch 0: |          | 11533/? [1:05:36<00:00,  2.93it/s]
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Epoch 0: |          | 11534/? [1:05:36<00:00,  2.93it/s]
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Epoch 0: |          | 11535/? [1:05:36<00:00,  2.93it/s]
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Epoch 0: |          | 11536/? [1:05:37<00:00,  2.93it/s]
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Epoch 0: |          | 11537/? [1:05:37<00:00,  2.93it/s]
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Epoch 0: |          | 11538/? [1:05:37<00:00,  2.93it/s]
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Epoch 0: |          | 11539/? [1:05:38<00:00,  2.93it/s]
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Epoch 0: |          | 11540/? [1:05:38<00:00,  2.93it/s]
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Epoch 0: |          | 11542/? [1:05:39<00:00,  2.93it/s]
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Epoch 0: |          | 11543/? [1:05:39<00:00,  2.93it/s]
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Epoch 0: |          | 11544/? [1:05:39<00:00,  2.93it/s]
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Epoch 0: |          | 11545/? [1:05:40<00:00,  2.93it/s]
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Epoch 0: |          | 11555/? [1:05:43<00:00,  2.93it/s]
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Epoch 0: |          | 11562/? [1:05:45<00:00,  2.93it/s]
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Epoch 0: |          | 11563/? [1:05:45<00:00,  2.93it/s]
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Epoch 0: |          | 11564/? [1:05:46<00:00,  2.93it/s]
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Epoch 0: |          | 11565/? [1:05:46<00:00,  2.93it/s]
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Epoch 0: |          | 11566/? [1:05:46<00:00,  2.93it/s]
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Epoch 0: |          | 11567/? [1:05:46<00:00,  2.93it/s]
Epoch 0: |          | 11567/? [1:05:46<00:00,  2.93it/s]
Epoch 0: |          | 11568/? [1:05:47<00:00,  2.93it/s]
Epoch 0: |          | 11568/? [1:05:47<00:00,  2.93it/s]
Epoch 0: |          | 11569/? [1:05:47<00:00,  2.93it/s]
Epoch 0: |          | 11569/? [1:05:47<00:00,  2.93it/s]
Epoch 0: |          | 11570/? [1:05:47<00:00,  2.93it/s]
Epoch 0: |          | 11570/? [1:05:47<00:00,  2.93it/s]
Epoch 0: |          | 11571/? [1:05:48<00:00,  2.93it/s]
Epoch 0: |          | 11571/? [1:05:48<00:00,  2.93it/s]
Epoch 0: |          | 11572/? [1:05:48<00:00,  2.93it/s]
Epoch 0: |          | 11572/? [1:05:48<00:00,  2.93it/s]
Epoch 0: |          | 11573/? [1:05:48<00:00,  2.93it/s]
Epoch 0: |          | 11573/? [1:05:48<00:00,  2.93it/s]
Epoch 0: |          | 11574/? [1:05:49<00:00,  2.93it/s]
Epoch 0: |          | 11574/? [1:05:49<00:00,  2.93it/s]
Epoch 0: |          | 11575/? [1:05:49<00:00,  2.93it/s]
Epoch 0: |          | 11575/? [1:05:49<00:00,  2.93it/s]
Epoch 0: |          | 11576/? [1:05:49<00:00,  2.93it/s]
Epoch 0: |          | 11576/? [1:05:49<00:00,  2.93it/s]
Epoch 0: |          | 11577/? [1:05:50<00:00,  2.93it/s]
Epoch 0: |          | 11577/? [1:05:50<00:00,  2.93it/s]
Epoch 0: |          | 11578/? [1:05:50<00:00,  2.93it/s]
Epoch 0: |          | 11578/? [1:05:50<00:00,  2.93it/s]
Epoch 0: |          | 11579/? [1:05:50<00:00,  2.93it/s]
Epoch 0: |          | 11579/? [1:05:50<00:00,  2.93it/s]
Epoch 0: |          | 11580/? [1:05:51<00:00,  2.93it/s]
Epoch 0: |          | 11580/? [1:05:51<00:00,  2.93it/s]
Epoch 0: |          | 11581/? [1:05:51<00:00,  2.93it/s]
Epoch 0: |          | 11581/? [1:05:51<00:00,  2.93it/s]
Epoch 0: |          | 11582/? [1:05:51<00:00,  2.93it/s]
Epoch 0: |          | 11582/? [1:05:51<00:00,  2.93it/s]
Epoch 0: |          | 11583/? [1:05:52<00:00,  2.93it/s]
Epoch 0: |          | 11583/? [1:05:52<00:00,  2.93it/s]
Epoch 0: |          | 11584/? [1:05:52<00:00,  2.93it/s]
Epoch 0: |          | 11584/? [1:05:52<00:00,  2.93it/s]
Epoch 0: |          | 11585/? [1:05:52<00:00,  2.93it/s]
Epoch 0: |          | 11585/? [1:05:52<00:00,  2.93it/s]
Epoch 0: |          | 11586/? [1:05:52<00:00,  2.93it/s]
Epoch 0: |          | 11586/? [1:05:52<00:00,  2.93it/s]
Epoch 0: |          | 11587/? [1:05:53<00:00,  2.93it/s]
Epoch 0: |          | 11587/? [1:05:53<00:00,  2.93it/s]
Epoch 0: |          | 11588/? [1:05:53<00:00,  2.93it/s]
Epoch 0: |          | 11588/? [1:05:53<00:00,  2.93it/s]
Epoch 0: |          | 11589/? [1:05:53<00:00,  2.93it/s]
Epoch 0: |          | 11589/? [1:05:53<00:00,  2.93it/s]
Epoch 0: |          | 11590/? [1:05:54<00:00,  2.93it/s]
Epoch 0: |          | 11590/? [1:05:54<00:00,  2.93it/s]
Epoch 0: |          | 11591/? [1:05:54<00:00,  2.93it/s]
Epoch 0: |          | 11591/? [1:05:54<00:00,  2.93it/s]
Epoch 0: |          | 11592/? [1:05:54<00:00,  2.93it/s]
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Epoch 0: |          | 11593/? [1:05:55<00:00,  2.93it/s]
Epoch 0: |          | 11593/? [1:05:55<00:00,  2.93it/s]
Epoch 0: |          | 11594/? [1:05:55<00:00,  2.93it/s]
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Epoch 0: |          | 11595/? [1:05:55<00:00,  2.93it/s]
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Epoch 0: |          | 11596/? [1:05:56<00:00,  2.93it/s]
Epoch 0: |          | 11596/? [1:05:56<00:00,  2.93it/s]
Epoch 0: |          | 11597/? [1:05:56<00:00,  2.93it/s]
Epoch 0: |          | 11597/? [1:05:56<00:00,  2.93it/s]
Epoch 0: |          | 11598/? [1:05:56<00:00,  2.93it/s]
Epoch 0: |          | 11598/? [1:05:56<00:00,  2.93it/s]
Epoch 0: |          | 11599/? [1:05:57<00:00,  2.93it/s]
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Epoch 0: |          | 11600/? [1:05:57<00:00,  2.93it/s]
Epoch 0: |          | 11600/? [1:05:57<00:00,  2.93it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.15it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.87it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.02it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.22it/s]

Epoch 0: |          | 11600/? [1:05:57<00:00,  2.93it/s]
Epoch 0: |          | 11601/? [1:05:57<00:00,  2.93it/s]
Epoch 0: |          | 11601/? [1:05:57<00:00,  2.93it/s]
Epoch 0: |          | 11602/? [1:05:58<00:00,  2.93it/s]
Epoch 0: |          | 11602/? [1:05:58<00:00,  2.93it/s]
Epoch 0: |          | 11603/? [1:05:58<00:00,  2.93it/s]
Epoch 0: |          | 11603/? [1:05:58<00:00,  2.93it/s]
Epoch 0: |          | 11604/? [1:05:58<00:00,  2.93it/s]
Epoch 0: |          | 11604/? [1:05:58<00:00,  2.93it/s]
Epoch 0: |          | 11605/? [1:05:59<00:00,  2.93it/s]
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Epoch 0: |          | 11628/? [1:06:06<00:00,  2.93it/s]
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Epoch 0: |          | 11629/? [1:06:06<00:00,  2.93it/s]
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Epoch 0: |          | 11630/? [1:06:07<00:00,  2.93it/s]
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Epoch 0: |          | 11631/? [1:06:07<00:00,  2.93it/s]
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Epoch 0: |          | 11632/? [1:06:07<00:00,  2.93it/s]
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Epoch 0: |          | 11633/? [1:06:08<00:00,  2.93it/s]
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Epoch 0: |          | 11634/? [1:06:08<00:00,  2.93it/s]
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Epoch 0: |          | 11635/? [1:06:08<00:00,  2.93it/s]
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Epoch 0: |          | 11636/? [1:06:09<00:00,  2.93it/s]
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Epoch 0: |          | 11637/? [1:06:09<00:00,  2.93it/s]
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Epoch 0: |          | 11638/? [1:06:09<00:00,  2.93it/s]
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Epoch 0: |          | 11639/? [1:06:10<00:00,  2.93it/s]
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Epoch 0: |          | 11640/? [1:06:10<00:00,  2.93it/s]
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Epoch 0: |          | 11641/? [1:06:10<00:00,  2.93it/s]
Epoch 0: |          | 11641/? [1:06:10<00:00,  2.93it/s]
Epoch 0: |          | 11642/? [1:06:10<00:00,  2.93it/s]
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Epoch 0: |          | 11643/? [1:06:11<00:00,  2.93it/s]
Epoch 0: |          | 11643/? [1:06:11<00:00,  2.93it/s]
Epoch 0: |          | 11644/? [1:06:11<00:00,  2.93it/s]
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Epoch 0: |          | 11645/? [1:06:11<00:00,  2.93it/s]
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Epoch 0: |          | 11646/? [1:06:12<00:00,  2.93it/s]
Epoch 0: |          | 11646/? [1:06:12<00:00,  2.93it/s]
Epoch 0: |          | 11647/? [1:06:12<00:00,  2.93it/s]
Epoch 0: |          | 11647/? [1:06:12<00:00,  2.93it/s]
Epoch 0: |          | 11648/? [1:06:12<00:00,  2.93it/s]
Epoch 0: |          | 11648/? [1:06:12<00:00,  2.93it/s]
Epoch 0: |          | 11649/? [1:06:13<00:00,  2.93it/s]
Epoch 0: |          | 11649/? [1:06:13<00:00,  2.93it/s]
Epoch 0: |          | 11650/? [1:06:13<00:00,  2.93it/s]
Epoch 0: |          | 11650/? [1:06:13<00:00,  2.93it/s]
Epoch 0: |          | 11651/? [1:06:13<00:00,  2.93it/s]
Epoch 0: |          | 11651/? [1:06:13<00:00,  2.93it/s]
Epoch 0: |          | 11652/? [1:06:14<00:00,  2.93it/s]
Epoch 0: |          | 11652/? [1:06:14<00:00,  2.93it/s]
Epoch 0: |          | 11653/? [1:06:14<00:00,  2.93it/s]
Epoch 0: |          | 11653/? [1:06:14<00:00,  2.93it/s]
Epoch 0: |          | 11654/? [1:06:14<00:00,  2.93it/s]
Epoch 0: |          | 11654/? [1:06:14<00:00,  2.93it/s]
Epoch 0: |          | 11655/? [1:06:15<00:00,  2.93it/s]
Epoch 0: |          | 11655/? [1:06:15<00:00,  2.93it/s]
Epoch 0: |          | 11656/? [1:06:15<00:00,  2.93it/s]
Epoch 0: |          | 11656/? [1:06:15<00:00,  2.93it/s]
Epoch 0: |          | 11657/? [1:06:15<00:00,  2.93it/s]
Epoch 0: |          | 11657/? [1:06:15<00:00,  2.93it/s]
Epoch 0: |          | 11658/? [1:06:15<00:00,  2.93it/s]
Epoch 0: |          | 11658/? [1:06:15<00:00,  2.93it/s]
Epoch 0: |          | 11659/? [1:06:16<00:00,  2.93it/s]
Epoch 0: |          | 11659/? [1:06:16<00:00,  2.93it/s]
Epoch 0: |          | 11660/? [1:06:16<00:00,  2.93it/s]
Epoch 0: |          | 11660/? [1:06:16<00:00,  2.93it/s]
Epoch 0: |          | 11661/? [1:06:16<00:00,  2.93it/s]
Epoch 0: |          | 11661/? [1:06:16<00:00,  2.93it/s]
Epoch 0: |          | 11662/? [1:06:17<00:00,  2.93it/s]
Epoch 0: |          | 11662/? [1:06:17<00:00,  2.93it/s]
Epoch 0: |          | 11663/? [1:06:17<00:00,  2.93it/s]
Epoch 0: |          | 11663/? [1:06:17<00:00,  2.93it/s]
Epoch 0: |          | 11664/? [1:06:17<00:00,  2.93it/s]
Epoch 0: |          | 11664/? [1:06:17<00:00,  2.93it/s]
Epoch 0: |          | 11665/? [1:06:18<00:00,  2.93it/s]
Epoch 0: |          | 11665/? [1:06:18<00:00,  2.93it/s]
Epoch 0: |          | 11666/? [1:06:18<00:00,  2.93it/s]
Epoch 0: |          | 11666/? [1:06:18<00:00,  2.93it/s]
Epoch 0: |          | 11667/? [1:06:18<00:00,  2.93it/s]
Epoch 0: |          | 11667/? [1:06:18<00:00,  2.93it/s]
Epoch 0: |          | 11668/? [1:06:19<00:00,  2.93it/s]
Epoch 0: |          | 11668/? [1:06:19<00:00,  2.93it/s]
Epoch 0: |          | 11669/? [1:06:19<00:00,  2.93it/s]
Epoch 0: |          | 11669/? [1:06:19<00:00,  2.93it/s]
Epoch 0: |          | 11670/? [1:06:19<00:00,  2.93it/s]
Epoch 0: |          | 11670/? [1:06:19<00:00,  2.93it/s]
Epoch 0: |          | 11671/? [1:06:20<00:00,  2.93it/s]
Epoch 0: |          | 11671/? [1:06:20<00:00,  2.93it/s]
Epoch 0: |          | 11672/? [1:06:20<00:00,  2.93it/s]
Epoch 0: |          | 11672/? [1:06:20<00:00,  2.93it/s]
Epoch 0: |          | 11673/? [1:06:20<00:00,  2.93it/s]
Epoch 0: |          | 11673/? [1:06:20<00:00,  2.93it/s]
Epoch 0: |          | 11674/? [1:06:21<00:00,  2.93it/s]
Epoch 0: |          | 11674/? [1:06:21<00:00,  2.93it/s]
Epoch 0: |          | 11675/? [1:06:21<00:00,  2.93it/s]
Epoch 0: |          | 11675/? [1:06:21<00:00,  2.93it/s]
Epoch 0: |          | 11676/? [1:06:21<00:00,  2.93it/s]
Epoch 0: |          | 11676/? [1:06:21<00:00,  2.93it/s]
Epoch 0: |          | 11677/? [1:06:21<00:00,  2.93it/s]
Epoch 0: |          | 11677/? [1:06:21<00:00,  2.93it/s]
Epoch 0: |          | 11678/? [1:06:22<00:00,  2.93it/s]
Epoch 0: |          | 11678/? [1:06:22<00:00,  2.93it/s]
Epoch 0: |          | 11679/? [1:06:22<00:00,  2.93it/s]
Epoch 0: |          | 11679/? [1:06:22<00:00,  2.93it/s]
Epoch 0: |          | 11680/? [1:06:22<00:00,  2.93it/s]
Epoch 0: |          | 11680/? [1:06:22<00:00,  2.93it/s]
Epoch 0: |          | 11681/? [1:06:23<00:00,  2.93it/s]
Epoch 0: |          | 11681/? [1:06:23<00:00,  2.93it/s]
Epoch 0: |          | 11682/? [1:06:23<00:00,  2.93it/s]
Epoch 0: |          | 11682/? [1:06:23<00:00,  2.93it/s]
Epoch 0: |          | 11683/? [1:06:23<00:00,  2.93it/s]
Epoch 0: |          | 11683/? [1:06:23<00:00,  2.93it/s]
Epoch 0: |          | 11684/? [1:06:24<00:00,  2.93it/s]
Epoch 0: |          | 11684/? [1:06:24<00:00,  2.93it/s]
Epoch 0: |          | 11685/? [1:06:24<00:00,  2.93it/s]
Epoch 0: |          | 11685/? [1:06:24<00:00,  2.93it/s]
Epoch 0: |          | 11686/? [1:06:24<00:00,  2.93it/s]
Epoch 0: |          | 11686/? [1:06:24<00:00,  2.93it/s]
Epoch 0: |          | 11687/? [1:06:25<00:00,  2.93it/s]
Epoch 0: |          | 11687/? [1:06:25<00:00,  2.93it/s]
Epoch 0: |          | 11688/? [1:06:25<00:00,  2.93it/s]
Epoch 0: |          | 11688/? [1:06:25<00:00,  2.93it/s]
Epoch 0: |          | 11689/? [1:06:25<00:00,  2.93it/s]
Epoch 0: |          | 11689/? [1:06:25<00:00,  2.93it/s]
Epoch 0: |          | 11690/? [1:06:26<00:00,  2.93it/s]
Epoch 0: |          | 11690/? [1:06:26<00:00,  2.93it/s]
Epoch 0: |          | 11691/? [1:06:26<00:00,  2.93it/s]
Epoch 0: |          | 11691/? [1:06:26<00:00,  2.93it/s]
Epoch 0: |          | 11692/? [1:06:26<00:00,  2.93it/s]
Epoch 0: |          | 11692/? [1:06:26<00:00,  2.93it/s]
Epoch 0: |          | 11693/? [1:06:26<00:00,  2.93it/s]
Epoch 0: |          | 11693/? [1:06:26<00:00,  2.93it/s]
Epoch 0: |          | 11694/? [1:06:27<00:00,  2.93it/s]
Epoch 0: |          | 11694/? [1:06:27<00:00,  2.93it/s]
Epoch 0: |          | 11695/? [1:06:27<00:00,  2.93it/s]
Epoch 0: |          | 11695/? [1:06:27<00:00,  2.93it/s]
Epoch 0: |          | 11696/? [1:06:27<00:00,  2.93it/s]
Epoch 0: |          | 11696/? [1:06:27<00:00,  2.93it/s]
Epoch 0: |          | 11697/? [1:06:28<00:00,  2.93it/s]
Epoch 0: |          | 11697/? [1:06:28<00:00,  2.93it/s]
Epoch 0: |          | 11698/? [1:06:28<00:00,  2.93it/s]
Epoch 0: |          | 11698/? [1:06:28<00:00,  2.93it/s]
Epoch 0: |          | 11699/? [1:06:28<00:00,  2.93it/s]
Epoch 0: |          | 11699/? [1:06:28<00:00,  2.93it/s]
Epoch 0: |          | 11700/? [1:06:29<00:00,  2.93it/s]
Epoch 0: |          | 11700/? [1:06:29<00:00,  2.93it/s]
Epoch 0: |          | 11701/? [1:06:29<00:00,  2.93it/s]
Epoch 0: |          | 11701/? [1:06:29<00:00,  2.93it/s]
Epoch 0: |          | 11702/? [1:06:29<00:00,  2.93it/s]
Epoch 0: |          | 11702/? [1:06:29<00:00,  2.93it/s]
Epoch 0: |          | 11703/? [1:06:30<00:00,  2.93it/s]
Epoch 0: |          | 11703/? [1:06:30<00:00,  2.93it/s]
Epoch 0: |          | 11704/? [1:06:30<00:00,  2.93it/s]
Epoch 0: |          | 11704/? [1:06:30<00:00,  2.93it/s]
Epoch 0: |          | 11705/? [1:06:30<00:00,  2.93it/s]
Epoch 0: |          | 11705/? [1:06:30<00:00,  2.93it/s]
Epoch 0: |          | 11706/? [1:06:31<00:00,  2.93it/s]
Epoch 0: |          | 11706/? [1:06:31<00:00,  2.93it/s]
Epoch 0: |          | 11707/? [1:06:31<00:00,  2.93it/s]
Epoch 0: |          | 11707/? [1:06:31<00:00,  2.93it/s]
Epoch 0: |          | 11708/? [1:06:31<00:00,  2.93it/s]
Epoch 0: |          | 11708/? [1:06:31<00:00,  2.93it/s]
Epoch 0: |          | 11709/? [1:06:32<00:00,  2.93it/s]
Epoch 0: |          | 11709/? [1:06:32<00:00,  2.93it/s]
Epoch 0: |          | 11710/? [1:06:32<00:00,  2.93it/s]
Epoch 0: |          | 11710/? [1:06:32<00:00,  2.93it/s]
Epoch 0: |          | 11711/? [1:06:32<00:00,  2.93it/s]
Epoch 0: |          | 11711/? [1:06:32<00:00,  2.93it/s]
Epoch 0: |          | 11712/? [1:06:33<00:00,  2.93it/s]
Epoch 0: |          | 11712/? [1:06:33<00:00,  2.93it/s]
Epoch 0: |          | 11713/? [1:06:33<00:00,  2.93it/s]
Epoch 0: |          | 11713/? [1:06:33<00:00,  2.93it/s]
Epoch 0: |          | 11714/? [1:06:33<00:00,  2.93it/s]
Epoch 0: |          | 11714/? [1:06:33<00:00,  2.93it/s]
Epoch 0: |          | 11715/? [1:06:34<00:00,  2.93it/s]
Epoch 0: |          | 11715/? [1:06:34<00:00,  2.93it/s]
Epoch 0: |          | 11716/? [1:06:34<00:00,  2.93it/s]
Epoch 0: |          | 11716/? [1:06:34<00:00,  2.93it/s]
Epoch 0: |          | 11717/? [1:06:34<00:00,  2.93it/s]
Epoch 0: |          | 11717/? [1:06:34<00:00,  2.93it/s]
Epoch 0: |          | 11718/? [1:06:35<00:00,  2.93it/s]
Epoch 0: |          | 11718/? [1:06:35<00:00,  2.93it/s]
Epoch 0: |          | 11719/? [1:06:35<00:00,  2.93it/s]
Epoch 0: |          | 11719/? [1:06:35<00:00,  2.93it/s]
Epoch 0: |          | 11720/? [1:06:35<00:00,  2.93it/s]
Epoch 0: |          | 11720/? [1:06:35<00:00,  2.93it/s]
Epoch 0: |          | 11721/? [1:06:35<00:00,  2.93it/s]
Epoch 0: |          | 11721/? [1:06:35<00:00,  2.93it/s]
Epoch 0: |          | 11722/? [1:06:36<00:00,  2.93it/s]
Epoch 0: |          | 11722/? [1:06:36<00:00,  2.93it/s]
Epoch 0: |          | 11723/? [1:06:36<00:00,  2.93it/s]
Epoch 0: |          | 11723/? [1:06:36<00:00,  2.93it/s]
Epoch 0: |          | 11724/? [1:06:36<00:00,  2.93it/s]
Epoch 0: |          | 11724/? [1:06:36<00:00,  2.93it/s]
Epoch 0: |          | 11725/? [1:06:37<00:00,  2.93it/s]
Epoch 0: |          | 11725/? [1:06:37<00:00,  2.93it/s]
Epoch 0: |          | 11726/? [1:06:37<00:00,  2.93it/s]
Epoch 0: |          | 11726/? [1:06:37<00:00,  2.93it/s]
Epoch 0: |          | 11727/? [1:06:37<00:00,  2.93it/s]
Epoch 0: |          | 11727/? [1:06:37<00:00,  2.93it/s]
Epoch 0: |          | 11728/? [1:06:38<00:00,  2.93it/s]
Epoch 0: |          | 11728/? [1:06:38<00:00,  2.93it/s]
Epoch 0: |          | 11729/? [1:06:38<00:00,  2.93it/s]
Epoch 0: |          | 11729/? [1:06:38<00:00,  2.93it/s]
Epoch 0: |          | 11730/? [1:06:38<00:00,  2.93it/s]
Epoch 0: |          | 11730/? [1:06:38<00:00,  2.93it/s]
Epoch 0: |          | 11731/? [1:06:39<00:00,  2.93it/s]
Epoch 0: |          | 11731/? [1:06:39<00:00,  2.93it/s]
Epoch 0: |          | 11732/? [1:06:39<00:00,  2.93it/s]
Epoch 0: |          | 11732/? [1:06:39<00:00,  2.93it/s]
Epoch 0: |          | 11733/? [1:06:39<00:00,  2.93it/s]
Epoch 0: |          | 11733/? [1:06:39<00:00,  2.93it/s]
Epoch 0: |          | 11734/? [1:06:40<00:00,  2.93it/s]
Epoch 0: |          | 11734/? [1:06:40<00:00,  2.93it/s]
Epoch 0: |          | 11735/? [1:06:40<00:00,  2.93it/s]
Epoch 0: |          | 11735/? [1:06:40<00:00,  2.93it/s]
Epoch 0: |          | 11736/? [1:06:40<00:00,  2.93it/s]
Epoch 0: |          | 11736/? [1:06:40<00:00,  2.93it/s]
Epoch 0: |          | 11737/? [1:06:41<00:00,  2.93it/s]
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Epoch 0: |          | 11738/? [1:06:41<00:00,  2.93it/s]
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Epoch 0: |          | 11739/? [1:06:41<00:00,  2.93it/s]
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Epoch 0: |          | 11740/? [1:06:41<00:00,  2.93it/s]
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Epoch 0: |          | 11741/? [1:06:42<00:00,  2.93it/s]
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Epoch 0: |          | 11742/? [1:06:42<00:00,  2.93it/s]
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Epoch 0: |          | 11743/? [1:06:42<00:00,  2.93it/s]
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Epoch 0: |          | 11744/? [1:06:43<00:00,  2.93it/s]
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Epoch 0: |          | 11745/? [1:06:43<00:00,  2.93it/s]
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Epoch 0: |          | 11746/? [1:06:43<00:00,  2.93it/s]
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Epoch 0: |          | 11748/? [1:06:44<00:00,  2.93it/s]
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Epoch 0: |          | 11749/? [1:06:44<00:00,  2.93it/s]
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Epoch 0: |          | 11750/? [1:06:45<00:00,  2.93it/s]
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Epoch 0: |          | 11751/? [1:06:45<00:00,  2.93it/s]
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Epoch 0: |          | 11752/? [1:06:45<00:00,  2.93it/s]
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Epoch 0: |          | 11753/? [1:06:46<00:00,  2.93it/s]
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Epoch 0: |          | 11754/? [1:06:46<00:00,  2.93it/s]
Epoch 0: |          | 11754/? [1:06:46<00:00,  2.93it/s]
Epoch 0: |          | 11755/? [1:06:46<00:00,  2.93it/s]
Epoch 0: |          | 11755/? [1:06:46<00:00,  2.93it/s]
Epoch 0: |          | 11756/? [1:06:46<00:00,  2.93it/s]
Epoch 0: |          | 11756/? [1:06:46<00:00,  2.93it/s]
Epoch 0: |          | 11757/? [1:06:47<00:00,  2.93it/s]
Epoch 0: |          | 11757/? [1:06:47<00:00,  2.93it/s]
Epoch 0: |          | 11758/? [1:06:47<00:00,  2.93it/s]
Epoch 0: |          | 11758/? [1:06:47<00:00,  2.93it/s]
Epoch 0: |          | 11759/? [1:06:47<00:00,  2.93it/s]
Epoch 0: |          | 11759/? [1:06:47<00:00,  2.93it/s]
Epoch 0: |          | 11760/? [1:06:48<00:00,  2.93it/s]
Epoch 0: |          | 11760/? [1:06:48<00:00,  2.93it/s]
Epoch 0: |          | 11761/? [1:06:48<00:00,  2.93it/s]
Epoch 0: |          | 11761/? [1:06:48<00:00,  2.93it/s]
Epoch 0: |          | 11762/? [1:06:48<00:00,  2.93it/s]
Epoch 0: |          | 11762/? [1:06:48<00:00,  2.93it/s]
Epoch 0: |          | 11763/? [1:06:49<00:00,  2.93it/s]
Epoch 0: |          | 11763/? [1:06:49<00:00,  2.93it/s]
Epoch 0: |          | 11764/? [1:06:49<00:00,  2.93it/s]
Epoch 0: |          | 11764/? [1:06:49<00:00,  2.93it/s]
Epoch 0: |          | 11765/? [1:06:49<00:00,  2.93it/s]
Epoch 0: |          | 11765/? [1:06:49<00:00,  2.93it/s]
Epoch 0: |          | 11766/? [1:06:50<00:00,  2.93it/s]
Epoch 0: |          | 11766/? [1:06:50<00:00,  2.93it/s]
Epoch 0: |          | 11767/? [1:06:50<00:00,  2.93it/s]
Epoch 0: |          | 11767/? [1:06:50<00:00,  2.93it/s]
Epoch 0: |          | 11768/? [1:06:50<00:00,  2.93it/s]
Epoch 0: |          | 11768/? [1:06:50<00:00,  2.93it/s]
Epoch 0: |          | 11769/? [1:06:50<00:00,  2.93it/s]
Epoch 0: |          | 11769/? [1:06:50<00:00,  2.93it/s]
Epoch 0: |          | 11770/? [1:06:51<00:00,  2.93it/s]
Epoch 0: |          | 11770/? [1:06:51<00:00,  2.93it/s]
Epoch 0: |          | 11771/? [1:06:51<00:00,  2.93it/s]
Epoch 0: |          | 11771/? [1:06:51<00:00,  2.93it/s]
Epoch 0: |          | 11772/? [1:06:51<00:00,  2.93it/s]
Epoch 0: |          | 11772/? [1:06:51<00:00,  2.93it/s]
Epoch 0: |          | 11773/? [1:06:52<00:00,  2.93it/s]
Epoch 0: |          | 11773/? [1:06:52<00:00,  2.93it/s]
Epoch 0: |          | 11774/? [1:06:52<00:00,  2.93it/s]
Epoch 0: |          | 11774/? [1:06:52<00:00,  2.93it/s]
Epoch 0: |          | 11775/? [1:06:52<00:00,  2.93it/s]
Epoch 0: |          | 11775/? [1:06:52<00:00,  2.93it/s]
Epoch 0: |          | 11776/? [1:06:53<00:00,  2.93it/s]
Epoch 0: |          | 11776/? [1:06:53<00:00,  2.93it/s]
Epoch 0: |          | 11777/? [1:06:53<00:00,  2.93it/s]
Epoch 0: |          | 11777/? [1:06:53<00:00,  2.93it/s]
Epoch 0: |          | 11778/? [1:06:53<00:00,  2.93it/s]
Epoch 0: |          | 11778/? [1:06:53<00:00,  2.93it/s]
Epoch 0: |          | 11779/? [1:06:54<00:00,  2.93it/s]
Epoch 0: |          | 11779/? [1:06:54<00:00,  2.93it/s]
Epoch 0: |          | 11780/? [1:06:54<00:00,  2.93it/s]
Epoch 0: |          | 11780/? [1:06:54<00:00,  2.93it/s]
Epoch 0: |          | 11781/? [1:06:54<00:00,  2.93it/s]
Epoch 0: |          | 11781/? [1:06:54<00:00,  2.93it/s]
Epoch 0: |          | 11782/? [1:06:55<00:00,  2.93it/s]
Epoch 0: |          | 11782/? [1:06:55<00:00,  2.93it/s]
Epoch 0: |          | 11783/? [1:06:55<00:00,  2.93it/s]
Epoch 0: |          | 11783/? [1:06:55<00:00,  2.93it/s]
Epoch 0: |          | 11784/? [1:06:55<00:00,  2.93it/s]
Epoch 0: |          | 11784/? [1:06:55<00:00,  2.93it/s]
Epoch 0: |          | 11785/? [1:06:56<00:00,  2.93it/s]
Epoch 0: |          | 11785/? [1:06:56<00:00,  2.93it/s]
Epoch 0: |          | 11786/? [1:06:56<00:00,  2.93it/s]
Epoch 0: |          | 11786/? [1:06:56<00:00,  2.93it/s]
Epoch 0: |          | 11787/? [1:06:56<00:00,  2.93it/s]
Epoch 0: |          | 11787/? [1:06:56<00:00,  2.93it/s]
Epoch 0: |          | 11788/? [1:06:56<00:00,  2.93it/s]
Epoch 0: |          | 11788/? [1:06:56<00:00,  2.93it/s]
Epoch 0: |          | 11789/? [1:06:57<00:00,  2.93it/s]
Epoch 0: |          | 11789/? [1:06:57<00:00,  2.93it/s]
Epoch 0: |          | 11790/? [1:06:57<00:00,  2.93it/s]
Epoch 0: |          | 11790/? [1:06:57<00:00,  2.93it/s]
Epoch 0: |          | 11791/? [1:06:57<00:00,  2.93it/s]
Epoch 0: |          | 11791/? [1:06:57<00:00,  2.93it/s]
Epoch 0: |          | 11792/? [1:06:58<00:00,  2.93it/s]
Epoch 0: |          | 11792/? [1:06:58<00:00,  2.93it/s]
Epoch 0: |          | 11793/? [1:06:58<00:00,  2.93it/s]
Epoch 0: |          | 11793/? [1:06:58<00:00,  2.93it/s]
Epoch 0: |          | 11794/? [1:06:58<00:00,  2.93it/s]
Epoch 0: |          | 11794/? [1:06:58<00:00,  2.93it/s]
Epoch 0: |          | 11795/? [1:06:59<00:00,  2.93it/s]
Epoch 0: |          | 11795/? [1:06:59<00:00,  2.93it/s]
Epoch 0: |          | 11796/? [1:06:59<00:00,  2.93it/s]
Epoch 0: |          | 11796/? [1:06:59<00:00,  2.93it/s]
Epoch 0: |          | 11797/? [1:06:59<00:00,  2.93it/s]
Epoch 0: |          | 11797/? [1:06:59<00:00,  2.93it/s]
Epoch 0: |          | 11798/? [1:07:00<00:00,  2.93it/s]
Epoch 0: |          | 11798/? [1:07:00<00:00,  2.93it/s]
Epoch 0: |          | 11799/? [1:07:00<00:00,  2.93it/s]
Epoch 0: |          | 11799/? [1:07:00<00:00,  2.93it/s]
Epoch 0: |          | 11800/? [1:07:00<00:00,  2.93it/s]
Epoch 0: |          | 11800/? [1:07:00<00:00,  2.93it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.49it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.01it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.84it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.68it/s]

Epoch 0: |          | 11800/? [1:07:01<00:00,  2.93it/s]
Epoch 0: |          | 11801/? [1:07:01<00:00,  2.93it/s]
Epoch 0: |          | 11801/? [1:07:01<00:00,  2.93it/s]
Epoch 0: |          | 11802/? [1:07:01<00:00,  2.93it/s]
Epoch 0: |          | 11802/? [1:07:01<00:00,  2.93it/s]
Epoch 0: |          | 11803/? [1:07:01<00:00,  2.93it/s]
Epoch 0: |          | 11803/? [1:07:01<00:00,  2.93it/s]
Epoch 0: |          | 11804/? [1:07:02<00:00,  2.93it/s]
Epoch 0: |          | 11804/? [1:07:02<00:00,  2.93it/s]
Epoch 0: |          | 11805/? [1:07:02<00:00,  2.93it/s]
Epoch 0: |          | 11805/? [1:07:02<00:00,  2.93it/s]
Epoch 0: |          | 11806/? [1:07:02<00:00,  2.93it/s]
Epoch 0: |          | 11806/? [1:07:02<00:00,  2.93it/s]
Epoch 0: |          | 11807/? [1:07:03<00:00,  2.93it/s]
Epoch 0: |          | 11807/? [1:07:03<00:00,  2.93it/s]
Epoch 0: |          | 11808/? [1:07:03<00:00,  2.93it/s]
Epoch 0: |          | 11808/? [1:07:03<00:00,  2.93it/s]
Epoch 0: |          | 11809/? [1:07:03<00:00,  2.93it/s]
Epoch 0: |          | 11809/? [1:07:03<00:00,  2.93it/s]
Epoch 0: |          | 11810/? [1:07:04<00:00,  2.93it/s]
Epoch 0: |          | 11810/? [1:07:04<00:00,  2.93it/s]
Epoch 0: |          | 11811/? [1:07:04<00:00,  2.93it/s]
Epoch 0: |          | 11811/? [1:07:04<00:00,  2.93it/s]
Epoch 0: |          | 11812/? [1:07:04<00:00,  2.93it/s]
Epoch 0: |          | 11812/? [1:07:04<00:00,  2.93it/s]
Epoch 0: |          | 11813/? [1:07:05<00:00,  2.93it/s]
Epoch 0: |          | 11813/? [1:07:05<00:00,  2.93it/s]
Epoch 0: |          | 11814/? [1:07:05<00:00,  2.93it/s]
Epoch 0: |          | 11814/? [1:07:05<00:00,  2.93it/s]
Epoch 0: |          | 11815/? [1:07:05<00:00,  2.93it/s]
Epoch 0: |          | 11815/? [1:07:05<00:00,  2.93it/s]
Epoch 0: |          | 11816/? [1:07:05<00:00,  2.93it/s]
Epoch 0: |          | 11816/? [1:07:05<00:00,  2.93it/s]
Epoch 0: |          | 11817/? [1:07:06<00:00,  2.93it/s]
Epoch 0: |          | 11817/? [1:07:06<00:00,  2.93it/s]
Epoch 0: |          | 11818/? [1:07:06<00:00,  2.93it/s]
Epoch 0: |          | 11818/? [1:07:06<00:00,  2.93it/s]
Epoch 0: |          | 11819/? [1:07:06<00:00,  2.94it/s]
Epoch 0: |          | 11819/? [1:07:06<00:00,  2.94it/s]
Epoch 0: |          | 11820/? [1:07:07<00:00,  2.94it/s]
Epoch 0: |          | 11820/? [1:07:07<00:00,  2.94it/s]
Epoch 0: |          | 11821/? [1:07:07<00:00,  2.94it/s]
Epoch 0: |          | 11821/? [1:07:07<00:00,  2.94it/s]
Epoch 0: |          | 11822/? [1:07:07<00:00,  2.94it/s]
Epoch 0: |          | 11822/? [1:07:07<00:00,  2.94it/s]
Epoch 0: |          | 11823/? [1:07:08<00:00,  2.94it/s]
Epoch 0: |          | 11823/? [1:07:08<00:00,  2.94it/s]
Epoch 0: |          | 11824/? [1:07:08<00:00,  2.94it/s]
Epoch 0: |          | 11824/? [1:07:08<00:00,  2.94it/s]
Epoch 0: |          | 11825/? [1:07:08<00:00,  2.94it/s]
Epoch 0: |          | 11825/? [1:07:08<00:00,  2.94it/s]
Epoch 0: |          | 11826/? [1:07:09<00:00,  2.94it/s]
Epoch 0: |          | 11826/? [1:07:09<00:00,  2.94it/s]
Epoch 0: |          | 11827/? [1:07:09<00:00,  2.94it/s]
Epoch 0: |          | 11827/? [1:07:09<00:00,  2.94it/s]
Epoch 0: |          | 11828/? [1:07:09<00:00,  2.94it/s]
Epoch 0: |          | 11828/? [1:07:09<00:00,  2.94it/s]
Epoch 0: |          | 11829/? [1:07:09<00:00,  2.94it/s]
Epoch 0: |          | 11829/? [1:07:09<00:00,  2.94it/s]
Epoch 0: |          | 11830/? [1:07:10<00:00,  2.94it/s]
Epoch 0: |          | 11830/? [1:07:10<00:00,  2.94it/s]
Epoch 0: |          | 11831/? [1:07:10<00:00,  2.94it/s]
Epoch 0: |          | 11831/? [1:07:10<00:00,  2.94it/s]
Epoch 0: |          | 11832/? [1:07:10<00:00,  2.94it/s]
Epoch 0: |          | 11832/? [1:07:10<00:00,  2.94it/s]
Epoch 0: |          | 11833/? [1:07:11<00:00,  2.94it/s]
Epoch 0: |          | 11833/? [1:07:11<00:00,  2.94it/s]
Epoch 0: |          | 11834/? [1:07:11<00:00,  2.94it/s]
Epoch 0: |          | 11834/? [1:07:11<00:00,  2.94it/s]
Epoch 0: |          | 11835/? [1:07:11<00:00,  2.94it/s]
Epoch 0: |          | 11835/? [1:07:11<00:00,  2.94it/s]
Epoch 0: |          | 11836/? [1:07:12<00:00,  2.94it/s]
Epoch 0: |          | 11836/? [1:07:12<00:00,  2.94it/s]
Epoch 0: |          | 11837/? [1:07:12<00:00,  2.94it/s]
Epoch 0: |          | 11837/? [1:07:12<00:00,  2.94it/s]
Epoch 0: |          | 11838/? [1:07:12<00:00,  2.94it/s]
Epoch 0: |          | 11838/? [1:07:12<00:00,  2.94it/s]
Epoch 0: |          | 11839/? [1:07:13<00:00,  2.94it/s]
Epoch 0: |          | 11839/? [1:07:13<00:00,  2.94it/s]
Epoch 0: |          | 11840/? [1:07:13<00:00,  2.94it/s]
Epoch 0: |          | 11840/? [1:07:13<00:00,  2.94it/s]
Epoch 0: |          | 11841/? [1:07:13<00:00,  2.94it/s]
Epoch 0: |          | 11841/? [1:07:13<00:00,  2.94it/s]
Epoch 0: |          | 11842/? [1:07:14<00:00,  2.94it/s]
Epoch 0: |          | 11842/? [1:07:14<00:00,  2.94it/s]
Epoch 0: |          | 11843/? [1:07:14<00:00,  2.94it/s]
Epoch 0: |          | 11843/? [1:07:14<00:00,  2.94it/s]
Epoch 0: |          | 11844/? [1:07:14<00:00,  2.94it/s]
Epoch 0: |          | 11844/? [1:07:14<00:00,  2.94it/s]
Epoch 0: |          | 11845/? [1:07:14<00:00,  2.94it/s]
Epoch 0: |          | 11845/? [1:07:14<00:00,  2.94it/s]
Epoch 0: |          | 11846/? [1:07:15<00:00,  2.94it/s]
Epoch 0: |          | 11846/? [1:07:15<00:00,  2.94it/s]
Epoch 0: |          | 11847/? [1:07:15<00:00,  2.94it/s]
Epoch 0: |          | 11847/? [1:07:15<00:00,  2.94it/s]
Epoch 0: |          | 11848/? [1:07:15<00:00,  2.94it/s]
Epoch 0: |          | 11848/? [1:07:15<00:00,  2.94it/s]
Epoch 0: |          | 11849/? [1:07:16<00:00,  2.94it/s]
Epoch 0: |          | 11849/? [1:07:16<00:00,  2.94it/s]
Epoch 0: |          | 11850/? [1:07:16<00:00,  2.94it/s]
Epoch 0: |          | 11850/? [1:07:16<00:00,  2.94it/s]
Epoch 0: |          | 11851/? [1:07:16<00:00,  2.94it/s]
Epoch 0: |          | 11851/? [1:07:16<00:00,  2.94it/s]
Epoch 0: |          | 11852/? [1:07:17<00:00,  2.94it/s]
Epoch 0: |          | 11852/? [1:07:17<00:00,  2.94it/s]
Epoch 0: |          | 11853/? [1:07:17<00:00,  2.94it/s]
Epoch 0: |          | 11853/? [1:07:17<00:00,  2.94it/s]
Epoch 0: |          | 11854/? [1:07:17<00:00,  2.94it/s]
Epoch 0: |          | 11854/? [1:07:17<00:00,  2.94it/s]
Epoch 0: |          | 11855/? [1:07:18<00:00,  2.94it/s]
Epoch 0: |          | 11855/? [1:07:18<00:00,  2.94it/s]
Epoch 0: |          | 11856/? [1:07:18<00:00,  2.94it/s]
Epoch 0: |          | 11856/? [1:07:18<00:00,  2.94it/s]
Epoch 0: |          | 11857/? [1:07:18<00:00,  2.94it/s]
Epoch 0: |          | 11857/? [1:07:18<00:00,  2.94it/s]
Epoch 0: |          | 11858/? [1:07:19<00:00,  2.94it/s]
Epoch 0: |          | 11858/? [1:07:19<00:00,  2.94it/s]
Epoch 0: |          | 11859/? [1:07:19<00:00,  2.94it/s]
Epoch 0: |          | 11859/? [1:07:19<00:00,  2.94it/s]
Epoch 0: |          | 11860/? [1:07:19<00:00,  2.94it/s]
Epoch 0: |          | 11860/? [1:07:19<00:00,  2.94it/s]
Epoch 0: |          | 11861/? [1:07:19<00:00,  2.94it/s]
Epoch 0: |          | 11861/? [1:07:19<00:00,  2.94it/s]
Epoch 0: |          | 11862/? [1:07:20<00:00,  2.94it/s]
Epoch 0: |          | 11862/? [1:07:20<00:00,  2.94it/s]
Epoch 0: |          | 11863/? [1:07:20<00:00,  2.94it/s]
Epoch 0: |          | 11863/? [1:07:20<00:00,  2.94it/s]
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Epoch 0: |          | 11883/? [1:07:27<00:00,  2.94it/s]
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Epoch 0: |          | 11887/? [1:07:28<00:00,  2.94it/s]
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Epoch 0: |          | 11890/? [1:07:29<00:00,  2.94it/s]
Epoch 0: |          | 11890/? [1:07:29<00:00,  2.94it/s]
Epoch 0: |          | 11891/? [1:07:29<00:00,  2.94it/s]
Epoch 0: |          | 11891/? [1:07:29<00:00,  2.94it/s]
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Epoch 0: |          | 11893/? [1:07:30<00:00,  2.94it/s]
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Epoch 0: |          | 11894/? [1:07:30<00:00,  2.94it/s]
Epoch 0: |          | 11894/? [1:07:30<00:00,  2.94it/s]
Epoch 0: |          | 11895/? [1:07:30<00:00,  2.94it/s]
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Epoch 0: |          | 11896/? [1:07:31<00:00,  2.94it/s]
Epoch 0: |          | 11896/? [1:07:31<00:00,  2.94it/s]
Epoch 0: |          | 11897/? [1:07:31<00:00,  2.94it/s]
Epoch 0: |          | 11897/? [1:07:31<00:00,  2.94it/s]
Epoch 0: |          | 11898/? [1:07:31<00:00,  2.94it/s]
Epoch 0: |          | 11898/? [1:07:31<00:00,  2.94it/s]
Epoch 0: |          | 11899/? [1:07:32<00:00,  2.94it/s]
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Epoch 0: |          | 11900/? [1:07:32<00:00,  2.94it/s]
Epoch 0: |          | 11900/? [1:07:32<00:00,  2.94it/s]
Epoch 0: |          | 11901/? [1:07:32<00:00,  2.94it/s]
Epoch 0: |          | 11901/? [1:07:32<00:00,  2.94it/s]
Epoch 0: |          | 11902/? [1:07:33<00:00,  2.94it/s]
Epoch 0: |          | 11902/? [1:07:33<00:00,  2.94it/s]
Epoch 0: |          | 11903/? [1:07:33<00:00,  2.94it/s]
Epoch 0: |          | 11903/? [1:07:33<00:00,  2.94it/s]
Epoch 0: |          | 11904/? [1:07:33<00:00,  2.94it/s]
Epoch 0: |          | 11904/? [1:07:33<00:00,  2.94it/s]
Epoch 0: |          | 11905/? [1:07:34<00:00,  2.94it/s]
Epoch 0: |          | 11905/? [1:07:34<00:00,  2.94it/s]
Epoch 0: |          | 11906/? [1:07:34<00:00,  2.94it/s]
Epoch 0: |          | 11906/? [1:07:34<00:00,  2.94it/s]
Epoch 0: |          | 11907/? [1:07:34<00:00,  2.94it/s]
Epoch 0: |          | 11907/? [1:07:34<00:00,  2.94it/s]
Epoch 0: |          | 11908/? [1:07:34<00:00,  2.94it/s]
Epoch 0: |          | 11908/? [1:07:34<00:00,  2.94it/s]
Epoch 0: |          | 11909/? [1:07:35<00:00,  2.94it/s]
Epoch 0: |          | 11909/? [1:07:35<00:00,  2.94it/s]
Epoch 0: |          | 11910/? [1:07:35<00:00,  2.94it/s]
Epoch 0: |          | 11910/? [1:07:35<00:00,  2.94it/s]
Epoch 0: |          | 11911/? [1:07:35<00:00,  2.94it/s]
Epoch 0: |          | 11911/? [1:07:35<00:00,  2.94it/s]
Epoch 0: |          | 11912/? [1:07:36<00:00,  2.94it/s]
Epoch 0: |          | 11912/? [1:07:36<00:00,  2.94it/s]
Epoch 0: |          | 11913/? [1:07:36<00:00,  2.94it/s]
Epoch 0: |          | 11913/? [1:07:36<00:00,  2.94it/s]
Epoch 0: |          | 11914/? [1:07:36<00:00,  2.94it/s]
Epoch 0: |          | 11914/? [1:07:36<00:00,  2.94it/s]
Epoch 0: |          | 11915/? [1:07:37<00:00,  2.94it/s]
Epoch 0: |          | 11915/? [1:07:37<00:00,  2.94it/s]
Epoch 0: |          | 11916/? [1:07:37<00:00,  2.94it/s]
Epoch 0: |          | 11916/? [1:07:37<00:00,  2.94it/s]
Epoch 0: |          | 11917/? [1:07:37<00:00,  2.94it/s]
Epoch 0: |          | 11917/? [1:07:37<00:00,  2.94it/s]
Epoch 0: |          | 11918/? [1:07:38<00:00,  2.94it/s]
Epoch 0: |          | 11918/? [1:07:38<00:00,  2.94it/s]
Epoch 0: |          | 11919/? [1:07:38<00:00,  2.94it/s]
Epoch 0: |          | 11919/? [1:07:38<00:00,  2.94it/s]
Epoch 0: |          | 11920/? [1:07:38<00:00,  2.94it/s]
Epoch 0: |          | 11920/? [1:07:38<00:00,  2.94it/s]
Epoch 0: |          | 11921/? [1:07:39<00:00,  2.94it/s]
Epoch 0: |          | 11921/? [1:07:39<00:00,  2.94it/s]
Epoch 0: |          | 11922/? [1:07:39<00:00,  2.94it/s]
Epoch 0: |          | 11922/? [1:07:39<00:00,  2.94it/s]
Epoch 0: |          | 11923/? [1:07:39<00:00,  2.94it/s]
Epoch 0: |          | 11923/? [1:07:39<00:00,  2.94it/s]
Epoch 0: |          | 11924/? [1:07:39<00:00,  2.94it/s]
Epoch 0: |          | 11924/? [1:07:39<00:00,  2.94it/s]
Epoch 0: |          | 11925/? [1:07:40<00:00,  2.94it/s]
Epoch 0: |          | 11925/? [1:07:40<00:00,  2.94it/s]
Epoch 0: |          | 11926/? [1:07:40<00:00,  2.94it/s]
Epoch 0: |          | 11926/? [1:07:40<00:00,  2.94it/s]
Epoch 0: |          | 11927/? [1:07:40<00:00,  2.94it/s]
Epoch 0: |          | 11927/? [1:07:40<00:00,  2.94it/s]
Epoch 0: |          | 11928/? [1:07:41<00:00,  2.94it/s]
Epoch 0: |          | 11928/? [1:07:41<00:00,  2.94it/s]
Epoch 0: |          | 11929/? [1:07:41<00:00,  2.94it/s]
Epoch 0: |          | 11929/? [1:07:41<00:00,  2.94it/s]
Epoch 0: |          | 11930/? [1:07:41<00:00,  2.94it/s]
Epoch 0: |          | 11930/? [1:07:41<00:00,  2.94it/s]
Epoch 0: |          | 11931/? [1:07:42<00:00,  2.94it/s]
Epoch 0: |          | 11931/? [1:07:42<00:00,  2.94it/s]
Epoch 0: |          | 11932/? [1:07:42<00:00,  2.94it/s]
Epoch 0: |          | 11932/? [1:07:42<00:00,  2.94it/s]
Epoch 0: |          | 11933/? [1:07:42<00:00,  2.94it/s]
Epoch 0: |          | 11933/? [1:07:42<00:00,  2.94it/s]
Epoch 0: |          | 11934/? [1:07:43<00:00,  2.94it/s]
Epoch 0: |          | 11934/? [1:07:43<00:00,  2.94it/s]
Epoch 0: |          | 11935/? [1:07:43<00:00,  2.94it/s]
Epoch 0: |          | 11935/? [1:07:43<00:00,  2.94it/s]
Epoch 0: |          | 11936/? [1:07:43<00:00,  2.94it/s]
Epoch 0: |          | 11936/? [1:07:43<00:00,  2.94it/s]
Epoch 0: |          | 11937/? [1:07:44<00:00,  2.94it/s]
Epoch 0: |          | 11937/? [1:07:44<00:00,  2.94it/s]
Epoch 0: |          | 11938/? [1:07:44<00:00,  2.94it/s]
Epoch 0: |          | 11938/? [1:07:44<00:00,  2.94it/s]
Epoch 0: |          | 11939/? [1:07:44<00:00,  2.94it/s]
Epoch 0: |          | 11939/? [1:07:44<00:00,  2.94it/s]
Epoch 0: |          | 11940/? [1:07:44<00:00,  2.94it/s]
Epoch 0: |          | 11940/? [1:07:44<00:00,  2.94it/s]
Epoch 0: |          | 11941/? [1:07:45<00:00,  2.94it/s]
Epoch 0: |          | 11941/? [1:07:45<00:00,  2.94it/s]
Epoch 0: |          | 11942/? [1:07:45<00:00,  2.94it/s]
Epoch 0: |          | 11942/? [1:07:45<00:00,  2.94it/s]
Epoch 0: |          | 11943/? [1:07:45<00:00,  2.94it/s]
Epoch 0: |          | 11943/? [1:07:45<00:00,  2.94it/s]
Epoch 0: |          | 11944/? [1:07:46<00:00,  2.94it/s]
Epoch 0: |          | 11944/? [1:07:46<00:00,  2.94it/s]
Epoch 0: |          | 11945/? [1:07:46<00:00,  2.94it/s]
Epoch 0: |          | 11945/? [1:07:46<00:00,  2.94it/s]
Epoch 0: |          | 11946/? [1:07:46<00:00,  2.94it/s]
Epoch 0: |          | 11946/? [1:07:46<00:00,  2.94it/s]
Epoch 0: |          | 11947/? [1:07:47<00:00,  2.94it/s]
Epoch 0: |          | 11947/? [1:07:47<00:00,  2.94it/s]
Epoch 0: |          | 11948/? [1:07:47<00:00,  2.94it/s]
Epoch 0: |          | 11948/? [1:07:47<00:00,  2.94it/s]
Epoch 0: |          | 11949/? [1:07:47<00:00,  2.94it/s]
Epoch 0: |          | 11949/? [1:07:47<00:00,  2.94it/s]
Epoch 0: |          | 11950/? [1:07:48<00:00,  2.94it/s]
Epoch 0: |          | 11950/? [1:07:48<00:00,  2.94it/s]
Epoch 0: |          | 11951/? [1:07:48<00:00,  2.94it/s]
Epoch 0: |          | 11951/? [1:07:48<00:00,  2.94it/s]
Epoch 0: |          | 11952/? [1:07:48<00:00,  2.94it/s]
Epoch 0: |          | 11952/? [1:07:48<00:00,  2.94it/s]
Epoch 0: |          | 11953/? [1:07:48<00:00,  2.94it/s]
Epoch 0: |          | 11953/? [1:07:49<00:00,  2.94it/s]
Epoch 0: |          | 11954/? [1:07:49<00:00,  2.94it/s]
Epoch 0: |          | 11954/? [1:07:49<00:00,  2.94it/s]
Epoch 0: |          | 11955/? [1:07:49<00:00,  2.94it/s]
Epoch 0: |          | 11955/? [1:07:49<00:00,  2.94it/s]
Epoch 0: |          | 11956/? [1:07:49<00:00,  2.94it/s]
Epoch 0: |          | 11956/? [1:07:49<00:00,  2.94it/s]
Epoch 0: |          | 11957/? [1:07:50<00:00,  2.94it/s]
Epoch 0: |          | 11957/? [1:07:50<00:00,  2.94it/s]
Epoch 0: |          | 11958/? [1:07:50<00:00,  2.94it/s]
Epoch 0: |          | 11958/? [1:07:50<00:00,  2.94it/s]
Epoch 0: |          | 11959/? [1:07:50<00:00,  2.94it/s]
Epoch 0: |          | 11959/? [1:07:50<00:00,  2.94it/s]
Epoch 0: |          | 11960/? [1:07:51<00:00,  2.94it/s]
Epoch 0: |          | 11960/? [1:07:51<00:00,  2.94it/s]
Epoch 0: |          | 11961/? [1:07:51<00:00,  2.94it/s]
Epoch 0: |          | 11961/? [1:07:51<00:00,  2.94it/s]
Epoch 0: |          | 11962/? [1:07:51<00:00,  2.94it/s]
Epoch 0: |          | 11962/? [1:07:51<00:00,  2.94it/s]
Epoch 0: |          | 11963/? [1:07:52<00:00,  2.94it/s]
Epoch 0: |          | 11963/? [1:07:52<00:00,  2.94it/s]
Epoch 0: |          | 11964/? [1:07:52<00:00,  2.94it/s]
Epoch 0: |          | 11964/? [1:07:52<00:00,  2.94it/s]
Epoch 0: |          | 11965/? [1:07:52<00:00,  2.94it/s]
Epoch 0: |          | 11965/? [1:07:52<00:00,  2.94it/s]
Epoch 0: |          | 11966/? [1:07:53<00:00,  2.94it/s]
Epoch 0: |          | 11966/? [1:07:53<00:00,  2.94it/s]
Epoch 0: |          | 11967/? [1:07:53<00:00,  2.94it/s]
Epoch 0: |          | 11967/? [1:07:53<00:00,  2.94it/s]
Epoch 0: |          | 11968/? [1:07:53<00:00,  2.94it/s]
Epoch 0: |          | 11968/? [1:07:53<00:00,  2.94it/s]
Epoch 0: |          | 11969/? [1:07:53<00:00,  2.94it/s]
Epoch 0: |          | 11969/? [1:07:53<00:00,  2.94it/s]
Epoch 0: |          | 11970/? [1:07:54<00:00,  2.94it/s]
Epoch 0: |          | 11970/? [1:07:54<00:00,  2.94it/s]
Epoch 0: |          | 11971/? [1:07:54<00:00,  2.94it/s]
Epoch 0: |          | 11971/? [1:07:54<00:00,  2.94it/s]
Epoch 0: |          | 11972/? [1:07:54<00:00,  2.94it/s]
Epoch 0: |          | 11972/? [1:07:54<00:00,  2.94it/s]
Epoch 0: |          | 11973/? [1:07:55<00:00,  2.94it/s]
Epoch 0: |          | 11973/? [1:07:55<00:00,  2.94it/s]
Epoch 0: |          | 11974/? [1:07:55<00:00,  2.94it/s]
Epoch 0: |          | 11974/? [1:07:55<00:00,  2.94it/s]
Epoch 0: |          | 11975/? [1:07:55<00:00,  2.94it/s]
Epoch 0: |          | 11975/? [1:07:55<00:00,  2.94it/s]
Epoch 0: |          | 11976/? [1:07:56<00:00,  2.94it/s]
Epoch 0: |          | 11976/? [1:07:56<00:00,  2.94it/s]
Epoch 0: |          | 11977/? [1:07:56<00:00,  2.94it/s]
Epoch 0: |          | 11977/? [1:07:56<00:00,  2.94it/s]
Epoch 0: |          | 11978/? [1:07:56<00:00,  2.94it/s]
Epoch 0: |          | 11978/? [1:07:56<00:00,  2.94it/s]
Epoch 0: |          | 11979/? [1:07:57<00:00,  2.94it/s]
Epoch 0: |          | 11979/? [1:07:57<00:00,  2.94it/s]
Epoch 0: |          | 11980/? [1:07:57<00:00,  2.94it/s]
Epoch 0: |          | 11980/? [1:07:57<00:00,  2.94it/s]
Epoch 0: |          | 11981/? [1:07:57<00:00,  2.94it/s]
Epoch 0: |          | 11981/? [1:07:57<00:00,  2.94it/s]
Epoch 0: |          | 11982/? [1:07:57<00:00,  2.94it/s]
Epoch 0: |          | 11982/? [1:07:57<00:00,  2.94it/s]
Epoch 0: |          | 11983/? [1:07:58<00:00,  2.94it/s]
Epoch 0: |          | 11983/? [1:07:58<00:00,  2.94it/s]
Epoch 0: |          | 11984/? [1:07:58<00:00,  2.94it/s]
Epoch 0: |          | 11984/? [1:07:58<00:00,  2.94it/s]
Epoch 0: |          | 11985/? [1:07:58<00:00,  2.94it/s]
Epoch 0: |          | 11985/? [1:07:58<00:00,  2.94it/s]
Epoch 0: |          | 11986/? [1:07:59<00:00,  2.94it/s]
Epoch 0: |          | 11986/? [1:07:59<00:00,  2.94it/s]
Epoch 0: |          | 11987/? [1:07:59<00:00,  2.94it/s]
Epoch 0: |          | 11987/? [1:07:59<00:00,  2.94it/s]
Epoch 0: |          | 11988/? [1:07:59<00:00,  2.94it/s]
Epoch 0: |          | 11988/? [1:07:59<00:00,  2.94it/s]
Epoch 0: |          | 11989/? [1:08:00<00:00,  2.94it/s]
Epoch 0: |          | 11989/? [1:08:00<00:00,  2.94it/s]
Epoch 0: |          | 11990/? [1:08:00<00:00,  2.94it/s]
Epoch 0: |          | 11990/? [1:08:00<00:00,  2.94it/s]
Epoch 0: |          | 11991/? [1:08:00<00:00,  2.94it/s]
Epoch 0: |          | 11991/? [1:08:00<00:00,  2.94it/s]
Epoch 0: |          | 11992/? [1:08:01<00:00,  2.94it/s]
Epoch 0: |          | 11992/? [1:08:01<00:00,  2.94it/s]
Epoch 0: |          | 11993/? [1:08:01<00:00,  2.94it/s]
Epoch 0: |          | 11993/? [1:08:01<00:00,  2.94it/s]
Epoch 0: |          | 11994/? [1:08:01<00:00,  2.94it/s]
Epoch 0: |          | 11994/? [1:08:01<00:00,  2.94it/s]
Epoch 0: |          | 11995/? [1:08:02<00:00,  2.94it/s]
Epoch 0: |          | 11995/? [1:08:02<00:00,  2.94it/s]
Epoch 0: |          | 11996/? [1:08:02<00:00,  2.94it/s]
Epoch 0: |          | 11996/? [1:08:02<00:00,  2.94it/s]
Epoch 0: |          | 11997/? [1:08:02<00:00,  2.94it/s]
Epoch 0: |          | 11997/? [1:08:02<00:00,  2.94it/s]
Epoch 0: |          | 11998/? [1:08:03<00:00,  2.94it/s]
Epoch 0: |          | 11998/? [1:08:03<00:00,  2.94it/s]
Epoch 0: |          | 11999/? [1:08:03<00:00,  2.94it/s]
Epoch 0: |          | 11999/? [1:08:03<00:00,  2.94it/s]
Epoch 0: |          | 12000/? [1:08:03<00:00,  2.94it/s]
Epoch 0: |          | 12000/? [1:08:03<00:00,  2.94it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.28it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 16.02it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.47it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.48it/s]

Epoch 0: |          | 12000/? [1:08:03<00:00,  2.94it/s]
Epoch 0: |          | 12001/? [1:08:04<00:00,  2.94it/s]
Epoch 0: |          | 12001/? [1:08:04<00:00,  2.94it/s]
Epoch 0: |          | 12002/? [1:08:04<00:00,  2.94it/s]
Epoch 0: |          | 12002/? [1:08:04<00:00,  2.94it/s]
Epoch 0: |          | 12003/? [1:08:04<00:00,  2.94it/s]
Epoch 0: |          | 12003/? [1:08:04<00:00,  2.94it/s]
Epoch 0: |          | 12004/? [1:08:05<00:00,  2.94it/s]
Epoch 0: |          | 12004/? [1:08:05<00:00,  2.94it/s]
Epoch 0: |          | 12005/? [1:08:05<00:00,  2.94it/s]
Epoch 0: |          | 12005/? [1:08:05<00:00,  2.94it/s]
Epoch 0: |          | 12006/? [1:08:05<00:00,  2.94it/s]
Epoch 0: |          | 12006/? [1:08:05<00:00,  2.94it/s]
Epoch 0: |          | 12007/? [1:08:06<00:00,  2.94it/s]
Epoch 0: |          | 12007/? [1:08:06<00:00,  2.94it/s]
Epoch 0: |          | 12008/? [1:08:06<00:00,  2.94it/s]
Epoch 0: |          | 12008/? [1:08:06<00:00,  2.94it/s]
Epoch 0: |          | 12009/? [1:08:06<00:00,  2.94it/s]
Epoch 0: |          | 12009/? [1:08:06<00:00,  2.94it/s]
Epoch 0: |          | 12010/? [1:08:07<00:00,  2.94it/s]
Epoch 0: |          | 12010/? [1:08:07<00:00,  2.94it/s]
Epoch 0: |          | 12011/? [1:08:07<00:00,  2.94it/s]
Epoch 0: |          | 12011/? [1:08:07<00:00,  2.94it/s]
Epoch 0: |          | 12012/? [1:08:07<00:00,  2.94it/s]
Epoch 0: |          | 12012/? [1:08:07<00:00,  2.94it/s]
Epoch 0: |          | 12013/? [1:08:07<00:00,  2.94it/s]
Epoch 0: |          | 12013/? [1:08:07<00:00,  2.94it/s]
Epoch 0: |          | 12014/? [1:08:08<00:00,  2.94it/s]
Epoch 0: |          | 12014/? [1:08:08<00:00,  2.94it/s]
Epoch 0: |          | 12015/? [1:08:08<00:00,  2.94it/s]
Epoch 0: |          | 12015/? [1:08:08<00:00,  2.94it/s]
Epoch 0: |          | 12016/? [1:08:08<00:00,  2.94it/s]
Epoch 0: |          | 12016/? [1:08:08<00:00,  2.94it/s]
Epoch 0: |          | 12017/? [1:08:09<00:00,  2.94it/s]
Epoch 0: |          | 12017/? [1:08:09<00:00,  2.94it/s]
Epoch 0: |          | 12018/? [1:08:09<00:00,  2.94it/s]
Epoch 0: |          | 12018/? [1:08:09<00:00,  2.94it/s]
Epoch 0: |          | 12019/? [1:08:09<00:00,  2.94it/s]
Epoch 0: |          | 12019/? [1:08:09<00:00,  2.94it/s]
Epoch 0: |          | 12020/? [1:08:10<00:00,  2.94it/s]
Epoch 0: |          | 12020/? [1:08:10<00:00,  2.94it/s]
Epoch 0: |          | 12021/? [1:08:10<00:00,  2.94it/s]
Epoch 0: |          | 12021/? [1:08:10<00:00,  2.94it/s]
Epoch 0: |          | 12022/? [1:08:10<00:00,  2.94it/s]
Epoch 0: |          | 12022/? [1:08:10<00:00,  2.94it/s]
Epoch 0: |          | 12023/? [1:08:11<00:00,  2.94it/s]
Epoch 0: |          | 12023/? [1:08:11<00:00,  2.94it/s]
Epoch 0: |          | 12024/? [1:08:11<00:00,  2.94it/s]
Epoch 0: |          | 12024/? [1:08:11<00:00,  2.94it/s]
Epoch 0: |          | 12025/? [1:08:11<00:00,  2.94it/s]
Epoch 0: |          | 12025/? [1:08:11<00:00,  2.94it/s]
Epoch 0: |          | 12026/? [1:08:12<00:00,  2.94it/s]
Epoch 0: |          | 12026/? [1:08:12<00:00,  2.94it/s]
Epoch 0: |          | 12027/? [1:08:12<00:00,  2.94it/s]
Epoch 0: |          | 12027/? [1:08:12<00:00,  2.94it/s]
Epoch 0: |          | 12028/? [1:08:12<00:00,  2.94it/s]
Epoch 0: |          | 12028/? [1:08:12<00:00,  2.94it/s]
Epoch 0: |          | 12029/? [1:08:13<00:00,  2.94it/s]
Epoch 0: |          | 12029/? [1:08:13<00:00,  2.94it/s]
Epoch 0: |          | 12030/? [1:08:13<00:00,  2.94it/s]
Epoch 0: |          | 12030/? [1:08:13<00:00,  2.94it/s]
Epoch 0: |          | 12031/? [1:08:13<00:00,  2.94it/s]
Epoch 0: |          | 12031/? [1:08:13<00:00,  2.94it/s]
Epoch 0: |          | 12032/? [1:08:13<00:00,  2.94it/s]
Epoch 0: |          | 12032/? [1:08:13<00:00,  2.94it/s]
Epoch 0: |          | 12033/? [1:08:14<00:00,  2.94it/s]
Epoch 0: |          | 12033/? [1:08:14<00:00,  2.94it/s]
Epoch 0: |          | 12034/? [1:08:14<00:00,  2.94it/s]
Epoch 0: |          | 12034/? [1:08:14<00:00,  2.94it/s]
Epoch 0: |          | 12035/? [1:08:14<00:00,  2.94it/s]
Epoch 0: |          | 12035/? [1:08:14<00:00,  2.94it/s]
Epoch 0: |          | 12036/? [1:08:15<00:00,  2.94it/s]
Epoch 0: |          | 12036/? [1:08:15<00:00,  2.94it/s]
Epoch 0: |          | 12037/? [1:08:15<00:00,  2.94it/s]
Epoch 0: |          | 12037/? [1:08:15<00:00,  2.94it/s]
Epoch 0: |          | 12038/? [1:08:15<00:00,  2.94it/s]
Epoch 0: |          | 12038/? [1:08:15<00:00,  2.94it/s]
Epoch 0: |          | 12039/? [1:08:16<00:00,  2.94it/s]
Epoch 0: |          | 12039/? [1:08:16<00:00,  2.94it/s]
Epoch 0: |          | 12040/? [1:08:16<00:00,  2.94it/s]
Epoch 0: |          | 12040/? [1:08:16<00:00,  2.94it/s]
Epoch 0: |          | 12041/? [1:08:16<00:00,  2.94it/s]
Epoch 0: |          | 12041/? [1:08:16<00:00,  2.94it/s]
Epoch 0: |          | 12042/? [1:08:17<00:00,  2.94it/s]
Epoch 0: |          | 12042/? [1:08:17<00:00,  2.94it/s]
Epoch 0: |          | 12043/? [1:08:17<00:00,  2.94it/s]
Epoch 0: |          | 12043/? [1:08:17<00:00,  2.94it/s]
Epoch 0: |          | 12044/? [1:08:17<00:00,  2.94it/s]
Epoch 0: |          | 12044/? [1:08:17<00:00,  2.94it/s]
Epoch 0: |          | 12045/? [1:08:17<00:00,  2.94it/s]
Epoch 0: |          | 12045/? [1:08:17<00:00,  2.94it/s]
Epoch 0: |          | 12046/? [1:08:18<00:00,  2.94it/s]
Epoch 0: |          | 12046/? [1:08:18<00:00,  2.94it/s]
Epoch 0: |          | 12047/? [1:08:18<00:00,  2.94it/s]
Epoch 0: |          | 12047/? [1:08:18<00:00,  2.94it/s]
Epoch 0: |          | 12048/? [1:08:18<00:00,  2.94it/s]
Epoch 0: |          | 12048/? [1:08:18<00:00,  2.94it/s]
Epoch 0: |          | 12049/? [1:08:19<00:00,  2.94it/s]
Epoch 0: |          | 12049/? [1:08:19<00:00,  2.94it/s]
Epoch 0: |          | 12050/? [1:08:19<00:00,  2.94it/s]
Epoch 0: |          | 12050/? [1:08:19<00:00,  2.94it/s]
Epoch 0: |          | 12051/? [1:08:19<00:00,  2.94it/s]
Epoch 0: |          | 12051/? [1:08:19<00:00,  2.94it/s]
Epoch 0: |          | 12052/? [1:08:20<00:00,  2.94it/s]
Epoch 0: |          | 12052/? [1:08:20<00:00,  2.94it/s]
Epoch 0: |          | 12053/? [1:08:20<00:00,  2.94it/s]
Epoch 0: |          | 12053/? [1:08:20<00:00,  2.94it/s]
Epoch 0: |          | 12054/? [1:08:20<00:00,  2.94it/s]
Epoch 0: |          | 12054/? [1:08:20<00:00,  2.94it/s]
Epoch 0: |          | 12055/? [1:08:21<00:00,  2.94it/s]
Epoch 0: |          | 12055/? [1:08:21<00:00,  2.94it/s]
Epoch 0: |          | 12056/? [1:08:21<00:00,  2.94it/s]
Epoch 0: |          | 12056/? [1:08:21<00:00,  2.94it/s]
Epoch 0: |          | 12057/? [1:08:21<00:00,  2.94it/s]
Epoch 0: |          | 12057/? [1:08:21<00:00,  2.94it/s]
Epoch 0: |          | 12058/? [1:08:22<00:00,  2.94it/s]
Epoch 0: |          | 12058/? [1:08:22<00:00,  2.94it/s]
Epoch 0: |          | 12059/? [1:08:22<00:00,  2.94it/s]
Epoch 0: |          | 12059/? [1:08:22<00:00,  2.94it/s]
Epoch 0: |          | 12060/? [1:08:22<00:00,  2.94it/s]
Epoch 0: |          | 12060/? [1:08:22<00:00,  2.94it/s]
Epoch 0: |          | 12061/? [1:08:23<00:00,  2.94it/s]
Epoch 0: |          | 12061/? [1:08:23<00:00,  2.94it/s]
Epoch 0: |          | 12062/? [1:08:23<00:00,  2.94it/s]
Epoch 0: |          | 12062/? [1:08:23<00:00,  2.94it/s]
Epoch 0: |          | 12063/? [1:08:23<00:00,  2.94it/s]
Epoch 0: |          | 12063/? [1:08:23<00:00,  2.94it/s]
Epoch 0: |          | 12064/? [1:08:23<00:00,  2.94it/s]
Epoch 0: |          | 12064/? [1:08:23<00:00,  2.94it/s]
Epoch 0: |          | 12065/? [1:08:24<00:00,  2.94it/s]
Epoch 0: |          | 12065/? [1:08:24<00:00,  2.94it/s]
Epoch 0: |          | 12066/? [1:08:24<00:00,  2.94it/s]
Epoch 0: |          | 12066/? [1:08:24<00:00,  2.94it/s]
Epoch 0: |          | 12067/? [1:08:24<00:00,  2.94it/s]
Epoch 0: |          | 12067/? [1:08:24<00:00,  2.94it/s]
Epoch 0: |          | 12068/? [1:08:25<00:00,  2.94it/s]
Epoch 0: |          | 12068/? [1:08:25<00:00,  2.94it/s]
Epoch 0: |          | 12069/? [1:08:25<00:00,  2.94it/s]
Epoch 0: |          | 12069/? [1:08:25<00:00,  2.94it/s]
Epoch 0: |          | 12070/? [1:08:25<00:00,  2.94it/s]
Epoch 0: |          | 12070/? [1:08:25<00:00,  2.94it/s]
Epoch 0: |          | 12071/? [1:08:26<00:00,  2.94it/s]
Epoch 0: |          | 12071/? [1:08:26<00:00,  2.94it/s]
Epoch 0: |          | 12072/? [1:08:26<00:00,  2.94it/s]
Epoch 0: |          | 12072/? [1:08:26<00:00,  2.94it/s]
Epoch 0: |          | 12073/? [1:08:26<00:00,  2.94it/s]
Epoch 0: |          | 12073/? [1:08:26<00:00,  2.94it/s]
Epoch 0: |          | 12074/? [1:08:27<00:00,  2.94it/s]
Epoch 0: |          | 12074/? [1:08:27<00:00,  2.94it/s]
Epoch 0: |          | 12075/? [1:08:27<00:00,  2.94it/s]
Epoch 0: |          | 12075/? [1:08:27<00:00,  2.94it/s]
Epoch 0: |          | 12076/? [1:08:27<00:00,  2.94it/s]
Epoch 0: |          | 12076/? [1:08:27<00:00,  2.94it/s]
Epoch 0: |          | 12077/? [1:08:28<00:00,  2.94it/s]
Epoch 0: |          | 12077/? [1:08:28<00:00,  2.94it/s]
Epoch 0: |          | 12078/? [1:08:28<00:00,  2.94it/s]
Epoch 0: |          | 12078/? [1:08:28<00:00,  2.94it/s]
Epoch 0: |          | 12079/? [1:08:28<00:00,  2.94it/s]
Epoch 0: |          | 12079/? [1:08:28<00:00,  2.94it/s]
Epoch 0: |          | 12080/? [1:08:28<00:00,  2.94it/s]
Epoch 0: |          | 12080/? [1:08:28<00:00,  2.94it/s]
Epoch 0: |          | 12081/? [1:08:29<00:00,  2.94it/s]
Epoch 0: |          | 12081/? [1:08:29<00:00,  2.94it/s]
Epoch 0: |          | 12082/? [1:08:29<00:00,  2.94it/s]
Epoch 0: |          | 12082/? [1:08:29<00:00,  2.94it/s]
Epoch 0: |          | 12083/? [1:08:29<00:00,  2.94it/s]
Epoch 0: |          | 12083/? [1:08:29<00:00,  2.94it/s]
Epoch 0: |          | 12084/? [1:08:30<00:00,  2.94it/s]
Epoch 0: |          | 12084/? [1:08:30<00:00,  2.94it/s]
Epoch 0: |          | 12085/? [1:08:30<00:00,  2.94it/s]
Epoch 0: |          | 12085/? [1:08:30<00:00,  2.94it/s]
Epoch 0: |          | 12086/? [1:08:30<00:00,  2.94it/s]
Epoch 0: |          | 12086/? [1:08:30<00:00,  2.94it/s]
Epoch 0: |          | 12087/? [1:08:31<00:00,  2.94it/s]
Epoch 0: |          | 12087/? [1:08:31<00:00,  2.94it/s]
Epoch 0: |          | 12088/? [1:08:31<00:00,  2.94it/s]
Epoch 0: |          | 12088/? [1:08:31<00:00,  2.94it/s]
Epoch 0: |          | 12089/? [1:08:31<00:00,  2.94it/s]
Epoch 0: |          | 12089/? [1:08:31<00:00,  2.94it/s]
Epoch 0: |          | 12090/? [1:08:32<00:00,  2.94it/s]
Epoch 0: |          | 12090/? [1:08:32<00:00,  2.94it/s]
Epoch 0: |          | 12091/? [1:08:32<00:00,  2.94it/s]
Epoch 0: |          | 12091/? [1:08:32<00:00,  2.94it/s]
Epoch 0: |          | 12092/? [1:08:32<00:00,  2.94it/s]
Epoch 0: |          | 12092/? [1:08:32<00:00,  2.94it/s]
Epoch 0: |          | 12093/? [1:08:33<00:00,  2.94it/s]
Epoch 0: |          | 12093/? [1:08:33<00:00,  2.94it/s]
Epoch 0: |          | 12094/? [1:08:33<00:00,  2.94it/s]
Epoch 0: |          | 12094/? [1:08:33<00:00,  2.94it/s]
Epoch 0: |          | 12095/? [1:08:33<00:00,  2.94it/s]
Epoch 0: |          | 12095/? [1:08:33<00:00,  2.94it/s]
Epoch 0: |          | 12096/? [1:08:34<00:00,  2.94it/s]
Epoch 0: |          | 12096/? [1:08:34<00:00,  2.94it/s]
Epoch 0: |          | 12097/? [1:08:34<00:00,  2.94it/s]
Epoch 0: |          | 12097/? [1:08:34<00:00,  2.94it/s]
Epoch 0: |          | 12098/? [1:08:34<00:00,  2.94it/s]
Epoch 0: |          | 12098/? [1:08:34<00:00,  2.94it/s]
Epoch 0: |          | 12099/? [1:08:34<00:00,  2.94it/s]
Epoch 0: |          | 12099/? [1:08:34<00:00,  2.94it/s]
Epoch 0: |          | 12100/? [1:08:35<00:00,  2.94it/s]
Epoch 0: |          | 12100/? [1:08:35<00:00,  2.94it/s]
Epoch 0: |          | 12101/? [1:08:35<00:00,  2.94it/s]
Epoch 0: |          | 12101/? [1:08:35<00:00,  2.94it/s]
Epoch 0: |          | 12102/? [1:08:35<00:00,  2.94it/s]
Epoch 0: |          | 12102/? [1:08:35<00:00,  2.94it/s]
Epoch 0: |          | 12103/? [1:08:36<00:00,  2.94it/s]
Epoch 0: |          | 12103/? [1:08:36<00:00,  2.94it/s]
Epoch 0: |          | 12104/? [1:08:36<00:00,  2.94it/s]
Epoch 0: |          | 12104/? [1:08:36<00:00,  2.94it/s]
Epoch 0: |          | 12105/? [1:08:36<00:00,  2.94it/s]
Epoch 0: |          | 12105/? [1:08:36<00:00,  2.94it/s]
Epoch 0: |          | 12106/? [1:08:37<00:00,  2.94it/s]
Epoch 0: |          | 12106/? [1:08:37<00:00,  2.94it/s]
Epoch 0: |          | 12107/? [1:08:37<00:00,  2.94it/s]
Epoch 0: |          | 12107/? [1:08:37<00:00,  2.94it/s]
Epoch 0: |          | 12108/? [1:08:37<00:00,  2.94it/s]
Epoch 0: |          | 12108/? [1:08:37<00:00,  2.94it/s]
Epoch 0: |          | 12109/? [1:08:38<00:00,  2.94it/s]
Epoch 0: |          | 12109/? [1:08:38<00:00,  2.94it/s]
Epoch 0: |          | 12110/? [1:08:38<00:00,  2.94it/s]
Epoch 0: |          | 12110/? [1:08:38<00:00,  2.94it/s]
Epoch 0: |          | 12111/? [1:08:38<00:00,  2.94it/s]
Epoch 0: |          | 12111/? [1:08:38<00:00,  2.94it/s]
Epoch 0: |          | 12112/? [1:08:39<00:00,  2.94it/s]
Epoch 0: |          | 12112/? [1:08:39<00:00,  2.94it/s]
Epoch 0: |          | 12113/? [1:08:39<00:00,  2.94it/s]
Epoch 0: |          | 12113/? [1:08:39<00:00,  2.94it/s]
Epoch 0: |          | 12114/? [1:08:39<00:00,  2.94it/s]
Epoch 0: |          | 12114/? [1:08:39<00:00,  2.94it/s]
Epoch 0: |          | 12115/? [1:08:40<00:00,  2.94it/s]
Epoch 0: |          | 12115/? [1:08:40<00:00,  2.94it/s]
Epoch 0: |          | 12116/? [1:08:40<00:00,  2.94it/s]
Epoch 0: |          | 12116/? [1:08:40<00:00,  2.94it/s]
Epoch 0: |          | 12117/? [1:08:40<00:00,  2.94it/s]
Epoch 0: |          | 12117/? [1:08:40<00:00,  2.94it/s]
Epoch 0: |          | 12118/? [1:08:40<00:00,  2.94it/s]
Epoch 0: |          | 12118/? [1:08:40<00:00,  2.94it/s]
Epoch 0: |          | 12119/? [1:08:41<00:00,  2.94it/s]
Epoch 0: |          | 12119/? [1:08:41<00:00,  2.94it/s]
Epoch 0: |          | 12120/? [1:08:41<00:00,  2.94it/s]
Epoch 0: |          | 12120/? [1:08:41<00:00,  2.94it/s]
Epoch 0: |          | 12121/? [1:08:41<00:00,  2.94it/s]
Epoch 0: |          | 12121/? [1:08:41<00:00,  2.94it/s]
Epoch 0: |          | 12122/? [1:08:42<00:00,  2.94it/s]
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Epoch 0: |          | 12127/? [1:08:43<00:00,  2.94it/s]
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Epoch 0: |          | 12128/? [1:08:44<00:00,  2.94it/s]
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Epoch 0: |          | 12129/? [1:08:44<00:00,  2.94it/s]
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Epoch 0: |          | 12130/? [1:08:44<00:00,  2.94it/s]
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Epoch 0: |          | 12131/? [1:08:44<00:00,  2.94it/s]
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Epoch 0: |          | 12134/? [1:08:45<00:00,  2.94it/s]
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Epoch 0: |          | 12135/? [1:08:46<00:00,  2.94it/s]
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Epoch 0: |          | 12136/? [1:08:46<00:00,  2.94it/s]
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Epoch 0: |          | 12137/? [1:08:46<00:00,  2.94it/s]
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Epoch 0: |          | 12138/? [1:08:47<00:00,  2.94it/s]
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Epoch 0: |          | 12139/? [1:08:47<00:00,  2.94it/s]
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Epoch 0: |          | 12140/? [1:08:47<00:00,  2.94it/s]
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Epoch 0: |          | 12142/? [1:08:48<00:00,  2.94it/s]
Epoch 0: |          | 12142/? [1:08:48<00:00,  2.94it/s]
Epoch 0: |          | 12143/? [1:08:48<00:00,  2.94it/s]
Epoch 0: |          | 12143/? [1:08:48<00:00,  2.94it/s]
Epoch 0: |          | 12144/? [1:08:49<00:00,  2.94it/s]
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Epoch 0: |          | 12145/? [1:08:49<00:00,  2.94it/s]
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Epoch 0: |          | 12149/? [1:08:50<00:00,  2.94it/s]
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Epoch 0: |          | 12150/? [1:08:51<00:00,  2.94it/s]
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Epoch 0: |          | 12151/? [1:08:51<00:00,  2.94it/s]
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Epoch 0: |          | 12152/? [1:08:51<00:00,  2.94it/s]
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Epoch 0: |          | 12153/? [1:08:51<00:00,  2.94it/s]
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Epoch 0: |          | 12154/? [1:08:52<00:00,  2.94it/s]
Epoch 0: |          | 12154/? [1:08:52<00:00,  2.94it/s]
Epoch 0: |          | 12155/? [1:08:52<00:00,  2.94it/s]
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Epoch 0: |          | 12156/? [1:08:52<00:00,  2.94it/s]
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Epoch 0: |          | 12157/? [1:08:53<00:00,  2.94it/s]
Epoch 0: |          | 12157/? [1:08:53<00:00,  2.94it/s]
Epoch 0: |          | 12158/? [1:08:53<00:00,  2.94it/s]
Epoch 0: |          | 12158/? [1:08:53<00:00,  2.94it/s]
Epoch 0: |          | 12159/? [1:08:53<00:00,  2.94it/s]
Epoch 0: |          | 12159/? [1:08:53<00:00,  2.94it/s]
Epoch 0: |          | 12160/? [1:08:54<00:00,  2.94it/s]
Epoch 0: |          | 12160/? [1:08:54<00:00,  2.94it/s]
Epoch 0: |          | 12161/? [1:08:54<00:00,  2.94it/s]
Epoch 0: |          | 12161/? [1:08:54<00:00,  2.94it/s]
Epoch 0: |          | 12162/? [1:08:54<00:00,  2.94it/s]
Epoch 0: |          | 12162/? [1:08:54<00:00,  2.94it/s]
Epoch 0: |          | 12163/? [1:08:55<00:00,  2.94it/s]
Epoch 0: |          | 12163/? [1:08:55<00:00,  2.94it/s]
Epoch 0: |          | 12164/? [1:08:55<00:00,  2.94it/s]
Epoch 0: |          | 12164/? [1:08:55<00:00,  2.94it/s]
Epoch 0: |          | 12165/? [1:08:55<00:00,  2.94it/s]
Epoch 0: |          | 12165/? [1:08:55<00:00,  2.94it/s]
Epoch 0: |          | 12166/? [1:08:56<00:00,  2.94it/s]
Epoch 0: |          | 12166/? [1:08:56<00:00,  2.94it/s]
Epoch 0: |          | 12167/? [1:08:56<00:00,  2.94it/s]
Epoch 0: |          | 12167/? [1:08:56<00:00,  2.94it/s]
Epoch 0: |          | 12168/? [1:08:56<00:00,  2.94it/s]
Epoch 0: |          | 12168/? [1:08:56<00:00,  2.94it/s]
Epoch 0: |          | 12169/? [1:08:56<00:00,  2.94it/s]
Epoch 0: |          | 12169/? [1:08:56<00:00,  2.94it/s]
Epoch 0: |          | 12170/? [1:08:57<00:00,  2.94it/s]
Epoch 0: |          | 12170/? [1:08:57<00:00,  2.94it/s]
Epoch 0: |          | 12171/? [1:08:57<00:00,  2.94it/s]
Epoch 0: |          | 12171/? [1:08:57<00:00,  2.94it/s]
Epoch 0: |          | 12172/? [1:08:57<00:00,  2.94it/s]
Epoch 0: |          | 12172/? [1:08:57<00:00,  2.94it/s]
Epoch 0: |          | 12173/? [1:08:58<00:00,  2.94it/s]
Epoch 0: |          | 12173/? [1:08:58<00:00,  2.94it/s]
Epoch 0: |          | 12174/? [1:08:58<00:00,  2.94it/s]
Epoch 0: |          | 12174/? [1:08:58<00:00,  2.94it/s]
Epoch 0: |          | 12175/? [1:08:58<00:00,  2.94it/s]
Epoch 0: |          | 12175/? [1:08:58<00:00,  2.94it/s]
Epoch 0: |          | 12176/? [1:08:59<00:00,  2.94it/s]
Epoch 0: |          | 12176/? [1:08:59<00:00,  2.94it/s]
Epoch 0: |          | 12177/? [1:08:59<00:00,  2.94it/s]
Epoch 0: |          | 12177/? [1:08:59<00:00,  2.94it/s]
Epoch 0: |          | 12178/? [1:08:59<00:00,  2.94it/s]
Epoch 0: |          | 12178/? [1:08:59<00:00,  2.94it/s]
Epoch 0: |          | 12179/? [1:09:00<00:00,  2.94it/s]
Epoch 0: |          | 12179/? [1:09:00<00:00,  2.94it/s]
Epoch 0: |          | 12180/? [1:09:00<00:00,  2.94it/s]
Epoch 0: |          | 12180/? [1:09:00<00:00,  2.94it/s]
Epoch 0: |          | 12181/? [1:09:00<00:00,  2.94it/s]
Epoch 0: |          | 12181/? [1:09:00<00:00,  2.94it/s]
Epoch 0: |          | 12182/? [1:09:01<00:00,  2.94it/s]
Epoch 0: |          | 12182/? [1:09:01<00:00,  2.94it/s]
Epoch 0: |          | 12183/? [1:09:01<00:00,  2.94it/s]
Epoch 0: |          | 12183/? [1:09:01<00:00,  2.94it/s]
Epoch 0: |          | 12184/? [1:09:01<00:00,  2.94it/s]
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Epoch 0: |          | 12185/? [1:09:01<00:00,  2.94it/s]
Epoch 0: |          | 12185/? [1:09:01<00:00,  2.94it/s]
Epoch 0: |          | 12186/? [1:09:02<00:00,  2.94it/s]
Epoch 0: |          | 12186/? [1:09:02<00:00,  2.94it/s]
Epoch 0: |          | 12187/? [1:09:02<00:00,  2.94it/s]
Epoch 0: |          | 12187/? [1:09:02<00:00,  2.94it/s]
Epoch 0: |          | 12188/? [1:09:02<00:00,  2.94it/s]
Epoch 0: |          | 12188/? [1:09:02<00:00,  2.94it/s]
Epoch 0: |          | 12189/? [1:09:03<00:00,  2.94it/s]
Epoch 0: |          | 12189/? [1:09:03<00:00,  2.94it/s]
Epoch 0: |          | 12190/? [1:09:03<00:00,  2.94it/s]
Epoch 0: |          | 12190/? [1:09:03<00:00,  2.94it/s]
Epoch 0: |          | 12191/? [1:09:03<00:00,  2.94it/s]
Epoch 0: |          | 12191/? [1:09:03<00:00,  2.94it/s]
Epoch 0: |          | 12192/? [1:09:04<00:00,  2.94it/s]
Epoch 0: |          | 12192/? [1:09:04<00:00,  2.94it/s]
Epoch 0: |          | 12193/? [1:09:04<00:00,  2.94it/s]
Epoch 0: |          | 12193/? [1:09:04<00:00,  2.94it/s]
Epoch 0: |          | 12194/? [1:09:04<00:00,  2.94it/s]
Epoch 0: |          | 12194/? [1:09:04<00:00,  2.94it/s]
Epoch 0: |          | 12195/? [1:09:05<00:00,  2.94it/s]
Epoch 0: |          | 12195/? [1:09:05<00:00,  2.94it/s]
Epoch 0: |          | 12196/? [1:09:05<00:00,  2.94it/s]
Epoch 0: |          | 12196/? [1:09:05<00:00,  2.94it/s]
Epoch 0: |          | 12197/? [1:09:05<00:00,  2.94it/s]
Epoch 0: |          | 12197/? [1:09:05<00:00,  2.94it/s]
Epoch 0: |          | 12198/? [1:09:06<00:00,  2.94it/s]
Epoch 0: |          | 12198/? [1:09:06<00:00,  2.94it/s]
Epoch 0: |          | 12199/? [1:09:06<00:00,  2.94it/s]
Epoch 0: |          | 12199/? [1:09:06<00:00,  2.94it/s]
Epoch 0: |          | 12200/? [1:09:06<00:00,  2.94it/s]
Epoch 0: |          | 12200/? [1:09:06<00:00,  2.94it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.99it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.31it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.98it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.76it/s]

Epoch 0: |          | 12200/? [1:09:07<00:00,  2.94it/s]
Epoch 0: |          | 12201/? [1:09:07<00:00,  2.94it/s]
Epoch 0: |          | 12201/? [1:09:07<00:00,  2.94it/s]
Epoch 0: |          | 12202/? [1:09:07<00:00,  2.94it/s]
Epoch 0: |          | 12202/? [1:09:07<00:00,  2.94it/s]
Epoch 0: |          | 12203/? [1:09:07<00:00,  2.94it/s]
Epoch 0: |          | 12203/? [1:09:07<00:00,  2.94it/s]
Epoch 0: |          | 12204/? [1:09:08<00:00,  2.94it/s]
Epoch 0: |          | 12204/? [1:09:08<00:00,  2.94it/s]
Epoch 0: |          | 12205/? [1:09:08<00:00,  2.94it/s]
Epoch 0: |          | 12205/? [1:09:08<00:00,  2.94it/s]
Epoch 0: |          | 12206/? [1:09:08<00:00,  2.94it/s]
Epoch 0: |          | 12206/? [1:09:08<00:00,  2.94it/s]
Epoch 0: |          | 12207/? [1:09:09<00:00,  2.94it/s]
Epoch 0: |          | 12207/? [1:09:09<00:00,  2.94it/s]
Epoch 0: |          | 12208/? [1:09:09<00:00,  2.94it/s]
Epoch 0: |          | 12208/? [1:09:09<00:00,  2.94it/s]
Epoch 0: |          | 12209/? [1:09:09<00:00,  2.94it/s]
Epoch 0: |          | 12209/? [1:09:09<00:00,  2.94it/s]
Epoch 0: |          | 12210/? [1:09:10<00:00,  2.94it/s]
Epoch 0: |          | 12210/? [1:09:10<00:00,  2.94it/s]
Epoch 0: |          | 12211/? [1:09:10<00:00,  2.94it/s]
Epoch 0: |          | 12211/? [1:09:10<00:00,  2.94it/s]
Epoch 0: |          | 12212/? [1:09:10<00:00,  2.94it/s]
Epoch 0: |          | 12212/? [1:09:10<00:00,  2.94it/s]
Epoch 0: |          | 12213/? [1:09:11<00:00,  2.94it/s]
Epoch 0: |          | 12213/? [1:09:11<00:00,  2.94it/s]
Epoch 0: |          | 12214/? [1:09:11<00:00,  2.94it/s]
Epoch 0: |          | 12214/? [1:09:11<00:00,  2.94it/s]
Epoch 0: |          | 12215/? [1:09:11<00:00,  2.94it/s]
Epoch 0: |          | 12215/? [1:09:11<00:00,  2.94it/s]
Epoch 0: |          | 12216/? [1:09:11<00:00,  2.94it/s]
Epoch 0: |          | 12216/? [1:09:11<00:00,  2.94it/s]
Epoch 0: |          | 12217/? [1:09:12<00:00,  2.94it/s]
Epoch 0: |          | 12217/? [1:09:12<00:00,  2.94it/s]
Epoch 0: |          | 12218/? [1:09:12<00:00,  2.94it/s]
Epoch 0: |          | 12218/? [1:09:12<00:00,  2.94it/s]
Epoch 0: |          | 12219/? [1:09:12<00:00,  2.94it/s]
Epoch 0: |          | 12219/? [1:09:12<00:00,  2.94it/s]
Epoch 0: |          | 12220/? [1:09:13<00:00,  2.94it/s]
Epoch 0: |          | 12220/? [1:09:13<00:00,  2.94it/s]
Epoch 0: |          | 12221/? [1:09:13<00:00,  2.94it/s]
Epoch 0: |          | 12221/? [1:09:13<00:00,  2.94it/s]
Epoch 0: |          | 12222/? [1:09:13<00:00,  2.94it/s]
Epoch 0: |          | 12222/? [1:09:13<00:00,  2.94it/s]
Epoch 0: |          | 12223/? [1:09:14<00:00,  2.94it/s]
Epoch 0: |          | 12223/? [1:09:14<00:00,  2.94it/s]
Epoch 0: |          | 12224/? [1:09:14<00:00,  2.94it/s]
Epoch 0: |          | 12224/? [1:09:14<00:00,  2.94it/s]
Epoch 0: |          | 12225/? [1:09:14<00:00,  2.94it/s]
Epoch 0: |          | 12225/? [1:09:14<00:00,  2.94it/s]
Epoch 0: |          | 12226/? [1:09:15<00:00,  2.94it/s]
Epoch 0: |          | 12226/? [1:09:15<00:00,  2.94it/s]
Epoch 0: |          | 12227/? [1:09:15<00:00,  2.94it/s]
Epoch 0: |          | 12227/? [1:09:15<00:00,  2.94it/s]
Epoch 0: |          | 12228/? [1:09:15<00:00,  2.94it/s]
Epoch 0: |          | 12228/? [1:09:15<00:00,  2.94it/s]
Epoch 0: |          | 12229/? [1:09:15<00:00,  2.94it/s]
Epoch 0: |          | 12229/? [1:09:15<00:00,  2.94it/s]
Epoch 0: |          | 12230/? [1:09:16<00:00,  2.94it/s]
Epoch 0: |          | 12230/? [1:09:16<00:00,  2.94it/s]
Epoch 0: |          | 12231/? [1:09:16<00:00,  2.94it/s]
Epoch 0: |          | 12231/? [1:09:16<00:00,  2.94it/s]
Epoch 0: |          | 12232/? [1:09:16<00:00,  2.94it/s]
Epoch 0: |          | 12232/? [1:09:16<00:00,  2.94it/s]
Epoch 0: |          | 12233/? [1:09:17<00:00,  2.94it/s]
Epoch 0: |          | 12233/? [1:09:17<00:00,  2.94it/s]
Epoch 0: |          | 12234/? [1:09:17<00:00,  2.94it/s]
Epoch 0: |          | 12234/? [1:09:17<00:00,  2.94it/s]
Epoch 0: |          | 12235/? [1:09:17<00:00,  2.94it/s]
Epoch 0: |          | 12235/? [1:09:17<00:00,  2.94it/s]
Epoch 0: |          | 12236/? [1:09:18<00:00,  2.94it/s]
Epoch 0: |          | 12236/? [1:09:18<00:00,  2.94it/s]
Epoch 0: |          | 12237/? [1:09:18<00:00,  2.94it/s]
Epoch 0: |          | 12237/? [1:09:18<00:00,  2.94it/s]
Epoch 0: |          | 12238/? [1:09:18<00:00,  2.94it/s]
Epoch 0: |          | 12238/? [1:09:18<00:00,  2.94it/s]
Epoch 0: |          | 12239/? [1:09:19<00:00,  2.94it/s]
Epoch 0: |          | 12239/? [1:09:19<00:00,  2.94it/s]
Epoch 0: |          | 12240/? [1:09:19<00:00,  2.94it/s]
Epoch 0: |          | 12240/? [1:09:19<00:00,  2.94it/s]
Epoch 0: |          | 12241/? [1:09:19<00:00,  2.94it/s]
Epoch 0: |          | 12241/? [1:09:19<00:00,  2.94it/s]
Epoch 0: |          | 12242/? [1:09:20<00:00,  2.94it/s]
Epoch 0: |          | 12242/? [1:09:20<00:00,  2.94it/s]
Epoch 0: |          | 12243/? [1:09:20<00:00,  2.94it/s]
Epoch 0: |          | 12243/? [1:09:20<00:00,  2.94it/s]
Epoch 0: |          | 12244/? [1:09:20<00:00,  2.94it/s]
Epoch 0: |          | 12244/? [1:09:20<00:00,  2.94it/s]
Epoch 0: |          | 12245/? [1:09:20<00:00,  2.94it/s]
Epoch 0: |          | 12245/? [1:09:20<00:00,  2.94it/s]
Epoch 0: |          | 12246/? [1:09:21<00:00,  2.94it/s]
Epoch 0: |          | 12246/? [1:09:21<00:00,  2.94it/s]
Epoch 0: |          | 12247/? [1:09:21<00:00,  2.94it/s]
Epoch 0: |          | 12247/? [1:09:21<00:00,  2.94it/s]
Epoch 0: |          | 12248/? [1:09:21<00:00,  2.94it/s]
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Epoch 0: |          | 12288/? [1:09:34<00:00,  2.94it/s]
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Epoch 0: |          | 12289/? [1:09:34<00:00,  2.94it/s]
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Epoch 0: |          | 12290/? [1:09:34<00:00,  2.94it/s]
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Epoch 0: |          | 12291/? [1:09:35<00:00,  2.94it/s]
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Epoch 0: |          | 12292/? [1:09:35<00:00,  2.94it/s]
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Epoch 0: |          | 12293/? [1:09:35<00:00,  2.94it/s]
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Epoch 0: |          | 12294/? [1:09:36<00:00,  2.94it/s]
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Epoch 0: |          | 12295/? [1:09:36<00:00,  2.94it/s]
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Epoch 0: |          | 12296/? [1:09:36<00:00,  2.94it/s]
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Epoch 0: |          | 12297/? [1:09:37<00:00,  2.94it/s]
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Epoch 0: |          | 12299/? [1:09:37<00:00,  2.94it/s]
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Epoch 0: |          | 12300/? [1:09:38<00:00,  2.94it/s]
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Epoch 0: |          | 12301/? [1:09:38<00:00,  2.94it/s]
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Epoch 0: |          | 12302/? [1:09:38<00:00,  2.94it/s]
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Epoch 0: |          | 12303/? [1:09:38<00:00,  2.94it/s]
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Epoch 0: |          | 12304/? [1:09:39<00:00,  2.94it/s]
Epoch 0: |          | 12304/? [1:09:39<00:00,  2.94it/s]
Epoch 0: |          | 12305/? [1:09:39<00:00,  2.94it/s]
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Epoch 0: |          | 12306/? [1:09:39<00:00,  2.94it/s]
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Epoch 0: |          | 12307/? [1:09:40<00:00,  2.94it/s]
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Epoch 0: |          | 12308/? [1:09:40<00:00,  2.94it/s]
Epoch 0: |          | 12308/? [1:09:40<00:00,  2.94it/s]
Epoch 0: |          | 12309/? [1:09:40<00:00,  2.94it/s]
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Epoch 0: |          | 12310/? [1:09:41<00:00,  2.94it/s]
Epoch 0: |          | 12310/? [1:09:41<00:00,  2.94it/s]
Epoch 0: |          | 12311/? [1:09:41<00:00,  2.94it/s]
Epoch 0: |          | 12311/? [1:09:41<00:00,  2.94it/s]
Epoch 0: |          | 12312/? [1:09:41<00:00,  2.94it/s]
Epoch 0: |          | 12312/? [1:09:41<00:00,  2.94it/s]
Epoch 0: |          | 12313/? [1:09:42<00:00,  2.94it/s]
Epoch 0: |          | 12313/? [1:09:42<00:00,  2.94it/s]
Epoch 0: |          | 12314/? [1:09:42<00:00,  2.94it/s]
Epoch 0: |          | 12314/? [1:09:42<00:00,  2.94it/s]
Epoch 0: |          | 12315/? [1:09:42<00:00,  2.94it/s]
Epoch 0: |          | 12315/? [1:09:42<00:00,  2.94it/s]
Epoch 0: |          | 12316/? [1:09:42<00:00,  2.94it/s]
Epoch 0: |          | 12316/? [1:09:42<00:00,  2.94it/s]
Epoch 0: |          | 12317/? [1:09:43<00:00,  2.94it/s]
Epoch 0: |          | 12317/? [1:09:43<00:00,  2.94it/s]
Epoch 0: |          | 12318/? [1:09:43<00:00,  2.94it/s]
Epoch 0: |          | 12318/? [1:09:43<00:00,  2.94it/s]
Epoch 0: |          | 12319/? [1:09:43<00:00,  2.94it/s]
Epoch 0: |          | 12319/? [1:09:43<00:00,  2.94it/s]
Epoch 0: |          | 12320/? [1:09:44<00:00,  2.94it/s]
Epoch 0: |          | 12320/? [1:09:44<00:00,  2.94it/s]
Epoch 0: |          | 12321/? [1:09:44<00:00,  2.94it/s]
Epoch 0: |          | 12321/? [1:09:44<00:00,  2.94it/s]
Epoch 0: |          | 12322/? [1:09:44<00:00,  2.94it/s]
Epoch 0: |          | 12322/? [1:09:44<00:00,  2.94it/s]
Epoch 0: |          | 12323/? [1:09:45<00:00,  2.94it/s]
Epoch 0: |          | 12323/? [1:09:45<00:00,  2.94it/s]
Epoch 0: |          | 12324/? [1:09:45<00:00,  2.94it/s]
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Epoch 0: |          | 12325/? [1:09:45<00:00,  2.94it/s]
Epoch 0: |          | 12325/? [1:09:45<00:00,  2.94it/s]
Epoch 0: |          | 12326/? [1:09:46<00:00,  2.94it/s]
Epoch 0: |          | 12326/? [1:09:46<00:00,  2.94it/s]
Epoch 0: |          | 12327/? [1:09:46<00:00,  2.94it/s]
Epoch 0: |          | 12327/? [1:09:46<00:00,  2.94it/s]
Epoch 0: |          | 12328/? [1:09:46<00:00,  2.94it/s]
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Epoch 0: |          | 12329/? [1:09:47<00:00,  2.94it/s]
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Epoch 0: |          | 12330/? [1:09:47<00:00,  2.94it/s]
Epoch 0: |          | 12330/? [1:09:47<00:00,  2.94it/s]
Epoch 0: |          | 12331/? [1:09:47<00:00,  2.94it/s]
Epoch 0: |          | 12331/? [1:09:47<00:00,  2.94it/s]
Epoch 0: |          | 12332/? [1:09:47<00:00,  2.94it/s]
Epoch 0: |          | 12332/? [1:09:47<00:00,  2.94it/s]
Epoch 0: |          | 12333/? [1:09:48<00:00,  2.94it/s]
Epoch 0: |          | 12333/? [1:09:48<00:00,  2.94it/s]
Epoch 0: |          | 12334/? [1:09:48<00:00,  2.94it/s]
Epoch 0: |          | 12334/? [1:09:48<00:00,  2.94it/s]
Epoch 0: |          | 12335/? [1:09:48<00:00,  2.94it/s]
Epoch 0: |          | 12335/? [1:09:48<00:00,  2.94it/s]
Epoch 0: |          | 12336/? [1:09:49<00:00,  2.94it/s]
Epoch 0: |          | 12336/? [1:09:49<00:00,  2.94it/s]
Epoch 0: |          | 12337/? [1:09:49<00:00,  2.94it/s]
Epoch 0: |          | 12337/? [1:09:49<00:00,  2.94it/s]
Epoch 0: |          | 12338/? [1:09:49<00:00,  2.94it/s]
Epoch 0: |          | 12338/? [1:09:49<00:00,  2.94it/s]
Epoch 0: |          | 12339/? [1:09:50<00:00,  2.94it/s]
Epoch 0: |          | 12339/? [1:09:50<00:00,  2.94it/s]
Epoch 0: |          | 12340/? [1:09:50<00:00,  2.94it/s]
Epoch 0: |          | 12340/? [1:09:50<00:00,  2.94it/s]
Epoch 0: |          | 12341/? [1:09:50<00:00,  2.94it/s]
Epoch 0: |          | 12341/? [1:09:50<00:00,  2.94it/s]
Epoch 0: |          | 12342/? [1:09:51<00:00,  2.94it/s]
Epoch 0: |          | 12342/? [1:09:51<00:00,  2.94it/s]
Epoch 0: |          | 12343/? [1:09:51<00:00,  2.94it/s]
Epoch 0: |          | 12343/? [1:09:51<00:00,  2.94it/s]
Epoch 0: |          | 12344/? [1:09:51<00:00,  2.94it/s]
Epoch 0: |          | 12344/? [1:09:51<00:00,  2.94it/s]
Epoch 0: |          | 12345/? [1:09:52<00:00,  2.94it/s]
Epoch 0: |          | 12345/? [1:09:52<00:00,  2.94it/s]
Epoch 0: |          | 12346/? [1:09:52<00:00,  2.94it/s]
Epoch 0: |          | 12346/? [1:09:52<00:00,  2.94it/s]
Epoch 0: |          | 12347/? [1:09:52<00:00,  2.94it/s]
Epoch 0: |          | 12347/? [1:09:52<00:00,  2.94it/s]
Epoch 0: |          | 12348/? [1:09:53<00:00,  2.94it/s]
Epoch 0: |          | 12348/? [1:09:53<00:00,  2.94it/s]
Epoch 0: |          | 12349/? [1:09:53<00:00,  2.94it/s]
Epoch 0: |          | 12349/? [1:09:53<00:00,  2.94it/s]
Epoch 0: |          | 12350/? [1:09:53<00:00,  2.94it/s]
Epoch 0: |          | 12350/? [1:09:53<00:00,  2.94it/s]
Epoch 0: |          | 12351/? [1:09:53<00:00,  2.94it/s]
Epoch 0: |          | 12351/? [1:09:53<00:00,  2.94it/s]
Epoch 0: |          | 12352/? [1:09:54<00:00,  2.94it/s]
Epoch 0: |          | 12352/? [1:09:54<00:00,  2.94it/s]
Epoch 0: |          | 12353/? [1:09:54<00:00,  2.95it/s]
Epoch 0: |          | 12353/? [1:09:54<00:00,  2.95it/s]
Epoch 0: |          | 12354/? [1:09:54<00:00,  2.95it/s]
Epoch 0: |          | 12354/? [1:09:54<00:00,  2.95it/s]
Epoch 0: |          | 12355/? [1:09:55<00:00,  2.95it/s]
Epoch 0: |          | 12355/? [1:09:55<00:00,  2.95it/s]
Epoch 0: |          | 12356/? [1:09:55<00:00,  2.95it/s]
Epoch 0: |          | 12356/? [1:09:55<00:00,  2.95it/s]
Epoch 0: |          | 12357/? [1:09:55<00:00,  2.95it/s]
Epoch 0: |          | 12357/? [1:09:55<00:00,  2.95it/s]
Epoch 0: |          | 12358/? [1:09:56<00:00,  2.95it/s]
Epoch 0: |          | 12358/? [1:09:56<00:00,  2.95it/s]
Epoch 0: |          | 12359/? [1:09:56<00:00,  2.95it/s]
Epoch 0: |          | 12359/? [1:09:56<00:00,  2.95it/s]
Epoch 0: |          | 12360/? [1:09:56<00:00,  2.95it/s]
Epoch 0: |          | 12360/? [1:09:56<00:00,  2.95it/s]
Epoch 0: |          | 12361/? [1:09:57<00:00,  2.95it/s]
Epoch 0: |          | 12361/? [1:09:57<00:00,  2.95it/s]
Epoch 0: |          | 12362/? [1:09:57<00:00,  2.95it/s]
Epoch 0: |          | 12362/? [1:09:57<00:00,  2.95it/s]
Epoch 0: |          | 12363/? [1:09:57<00:00,  2.95it/s]
Epoch 0: |          | 12363/? [1:09:57<00:00,  2.95it/s]
Epoch 0: |          | 12364/? [1:09:57<00:00,  2.95it/s]
Epoch 0: |          | 12364/? [1:09:57<00:00,  2.95it/s]
Epoch 0: |          | 12365/? [1:09:58<00:00,  2.95it/s]
Epoch 0: |          | 12365/? [1:09:58<00:00,  2.95it/s]
Epoch 0: |          | 12366/? [1:09:58<00:00,  2.95it/s]
Epoch 0: |          | 12366/? [1:09:58<00:00,  2.95it/s]
Epoch 0: |          | 12367/? [1:09:58<00:00,  2.95it/s]
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Epoch 0: |          | 12368/? [1:09:59<00:00,  2.95it/s]
Epoch 0: |          | 12368/? [1:09:59<00:00,  2.95it/s]
Epoch 0: |          | 12369/? [1:09:59<00:00,  2.95it/s]
Epoch 0: |          | 12369/? [1:09:59<00:00,  2.95it/s]
Epoch 0: |          | 12370/? [1:09:59<00:00,  2.95it/s]
Epoch 0: |          | 12370/? [1:09:59<00:00,  2.95it/s]
Epoch 0: |          | 12371/? [1:10:00<00:00,  2.95it/s]
Epoch 0: |          | 12371/? [1:10:00<00:00,  2.95it/s]
Epoch 0: |          | 12372/? [1:10:00<00:00,  2.95it/s]
Epoch 0: |          | 12372/? [1:10:00<00:00,  2.95it/s]
Epoch 0: |          | 12373/? [1:10:00<00:00,  2.95it/s]
Epoch 0: |          | 12373/? [1:10:00<00:00,  2.95it/s]
Epoch 0: |          | 12374/? [1:10:01<00:00,  2.95it/s]
Epoch 0: |          | 12374/? [1:10:01<00:00,  2.95it/s]
Epoch 0: |          | 12375/? [1:10:01<00:00,  2.95it/s]
Epoch 0: |          | 12375/? [1:10:01<00:00,  2.95it/s]
Epoch 0: |          | 12376/? [1:10:01<00:00,  2.95it/s]
Epoch 0: |          | 12376/? [1:10:01<00:00,  2.95it/s]
Epoch 0: |          | 12377/? [1:10:02<00:00,  2.95it/s]
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LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'test_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.
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Test results saved to /tmp/outputs/imagedream-sd21-no-shading/Dragon_armor,_3D_asset@20240112-111107/save
Loading Multiview Diffusion ...
Initializing Latent Diffusion Interface
time steps:  1000
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
making attention of type 'vanilla-xformers' with 512 in_channels
building MemoryEfficientAttnBlock with 512 in_channels...
Working with z of shape (1, 4, 32, 32) = 4096 dimensions.
making attention of type 'vanilla-xformers' with 512 in_channels
building MemoryEfficientAttnBlock with 512 in_channels...
Loaded Multiview Diffusion!
Using prompt [Dragon armor, 3D asset] and negative prompt [ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions]
Using view-dependent prompts [side]:[Dragon armor, 3D asset, side view] [front]:[Dragon armor, 3D asset, front view] [back]:[Dragon armor, 3D asset, back view] [overhead]:[Dragon armor, 3D asset, overhead view]
Using 16bit Automatic Mixed Precision (AMP)
GPU available: True (cuda), used: True
TPU available: False, using: 0 TPU cores
IPU available: False, using: 0 IPUs
HPU available: False, using: 0 HPUs
Missing logger folder: /src/lightning_logs
Restoring states from the checkpoint path at /tmp/outputs/imagedream-sd21-no-shading/Dragon_armor,_3D_asset@20240112-111107/ckpts/last.ckpt
LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]
Loaded model weights from the checkpoint at /tmp/outputs/imagedream-sd21-no-shading/Dragon_armor,_3D_asset@20240112-111107/ckpts/last.ckpt
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'predict_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.
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/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/loops/prediction_loop.py:252: predict returned None if it was on purpose, ignore this warning...
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Using xatlas to perform UV unwrapping, may take a while ...
Exporting textures ...
Perform UV padding on texture maps to avoid seams, may take a while ...
Predicting DataLoader 0: 100%|██████████| 120/120 [00:02<00:00, 51.29it/s]
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Export assets saved to /tmp/outputs/imagedream-sd21-no-shading/Dragon_armor,_3D_asset@20240112-111107/save

Prediction

adirik/imagedream:c94d52fa6963f1963d3c6856477599a4ae6f41b61b7ab6a2589c2af2c382e5fd

Model

adirik/imagedream:c94d52fa

lkfgwplbydxbeer73deqkuogsy

Status

Succeeded

Source

Web

Hardware

A40 (Large)

Total duration

77m 55s

Created

over 1 year ago

Input

image
prompt: Daenerys Targaryen from game of throne, full body, blender 3d, artstation and behance, Disney Pixar, Mobile game character, clash royale, cute
shading
num_steps: 12500
guidance_scale: 5
negative_prompt: ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions

{
  "image": "https://replicate.delivery/pbxt/KDJ0YL9rS3yelwvrbypgRrlpkPhIfpp7eDpTiDqoawpUPVRD/Daenerys.png",
  "prompt": "Daenerys Targaryen from game of throne, full body, blender 3d, artstation and behance, Disney Pixar, Mobile game character, clash royale, cute",
  "shading": true,
  "num_steps": 12500,
  "guidance_scale": 5,
  "negative_prompt": "ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions"
}

Install Replicate’s Node.js client library:

npm install replicate

Import and set up the client:

import Replicate from "replicate";
import fs from "node:fs";

const replicate = new Replicate({
  auth: process.env.REPLICATE_API_TOKEN,
});

Run adirik/imagedream using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "adirik/imagedream:c94d52fa6963f1963d3c6856477599a4ae6f41b61b7ab6a2589c2af2c382e5fd",
  {
    input: {
      image: "https://replicate.delivery/pbxt/KDJ0YL9rS3yelwvrbypgRrlpkPhIfpp7eDpTiDqoawpUPVRD/Daenerys.png",
      prompt: "Daenerys Targaryen from game of throne, full body, blender 3d, artstation and behance, Disney Pixar, Mobile game character, clash royale, cute",
      shading: true,
      num_steps: 12500,
      guidance_scale: 5,
      negative_prompt: "ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions"
    }
  }
);

// To access the file URL:
console.log(output.url()); //=> "http://example.com"

// To write the file to disk:
fs.writeFile("my-image.png", output);

To learn more, take a look at the guide on getting started with Node.js.

Install Replicate’s Python client library:

pip install replicate

Import the client:

import replicate

Run adirik/imagedream using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "adirik/imagedream:c94d52fa6963f1963d3c6856477599a4ae6f41b61b7ab6a2589c2af2c382e5fd",
    input={
        "image": "https://replicate.delivery/pbxt/KDJ0YL9rS3yelwvrbypgRrlpkPhIfpp7eDpTiDqoawpUPVRD/Daenerys.png",
        "prompt": "Daenerys Targaryen from game of throne, full body, blender 3d, artstation and behance, Disney Pixar, Mobile game character, clash royale, cute",
        "shading": True,
        "num_steps": 12500,
        "guidance_scale": 5,
        "negative_prompt": "ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions"
    }
)
print(output)

To learn more, take a look at the guide on getting started with Python.

Run adirik/imagedream using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

curl -s -X POST \
  -H "Authorization: Bearer $REPLICATE_API_TOKEN" \
  -H "Content-Type: application/json" \
  -H "Prefer: wait" \
  -d $'{
    "version": "adirik/imagedream:c94d52fa6963f1963d3c6856477599a4ae6f41b61b7ab6a2589c2af2c382e5fd",
    "input": {
      "image": "https://replicate.delivery/pbxt/KDJ0YL9rS3yelwvrbypgRrlpkPhIfpp7eDpTiDqoawpUPVRD/Daenerys.png",
      "prompt": "Daenerys Targaryen from game of throne, full body, blender 3d, artstation and behance, Disney Pixar, Mobile game character, clash royale, cute",
      "shading": true,
      "num_steps": 12500,
      "guidance_scale": 5,
      "negative_prompt": "ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions"
    }
  }' \
  https://api.replicate.com/v1/predictions

To learn more, take a look at Replicate’s HTTP API reference docs.

Output

{
  "completed_at": "2024-01-12T15:12:02.745303Z",
  "created_at": "2024-01-12T13:54:07.858275Z",
  "data_removed": false,
  "error": null,
  "id": "lkfgwplbydxbeer73deqkuogsy",
  "input": {
    "image": "https://replicate.delivery/pbxt/KDJ0YL9rS3yelwvrbypgRrlpkPhIfpp7eDpTiDqoawpUPVRD/Daenerys.png",
    "prompt": "Daenerys Targaryen from game of throne, full body, blender 3d, artstation and behance, Disney Pixar, Mobile game character, clash royale, cute",
    "shading": true,
    "num_steps": 12500,
    "guidance_scale": 5,
    "negative_prompt": "ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions"
  },
  "logs": "Seed set to 1320441689\n[INFO] background removal...\nDownloading data from 'https://github.com/danielgatis/rembg/releases/download/v0.0.0/u2net.onnx' to file '/root/.u2net/u2net.onnx'.\n  0%|                                               | 0.00/176M [00:00<?, ?B/s]\n  5%|█▊                                    | 8.67M/176M [00:00<00:01, 86.7MB/s]\n 10%|███▉                                  | 18.0M/176M [00:00<00:01, 90.8MB/s]\n 16%|█████▉                                | 27.5M/176M [00:00<00:01, 92.6MB/s]\n 21%|████████                              | 37.5M/176M [00:00<00:01, 95.3MB/s]\n 27%|██████████▏                           | 47.0M/176M [00:00<00:01, 95.1MB/s]\n 32%|████████████▎                         | 56.9M/176M [00:00<00:01, 96.4MB/s]\n 38%|██████████████▎                       | 66.5M/176M [00:00<00:01, 96.2MB/s]\n 43%|████████████████▍                     | 76.2M/176M [00:00<00:01, 93.3MB/s]\n 49%|██████████████████▍                   | 85.5M/176M [00:00<00:00, 93.3MB/s]\n 54%|████████████████████▍                 | 94.9M/176M [00:01<00:00, 93.6MB/s]\n 59%|███████████████████████▏               | 104M/176M [00:01<00:00, 93.9MB/s]\n 65%|█████████████████████████▎             | 114M/176M [00:01<00:00, 94.4MB/s]\n 70%|███████████████████████████▍           | 124M/176M [00:01<00:00, 94.9MB/s]\n 76%|█████████████████████████████▌         | 134M/176M [00:01<00:00, 96.7MB/s]\n 81%|███████████████████████████████▊       | 143M/176M [00:01<00:00, 96.9MB/s]\n 87%|█████████████████████████████████▉     | 153M/176M [00:01<00:00, 97.1MB/s]\n 93%|████████████████████████████████████   | 163M/176M [00:01<00:00, 97.2MB/s]\n 98%|██████████████████████████████████████▏| 173M/176M [00:01<00:00, 96.9MB/s]\n0%|                                               | 0.00/176M [00:00<?, ?B/s]\n100%|███████████████████████████████████████| 176M/176M [00:00<00:00, 1.29TB/s]\n2024-01-12 13:56:15.497420257 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 702, index: 0, mask: {48, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.497449497 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 705, index: 3, mask: {2, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.497425017 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 703, index: 1, mask: {1, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.497425567 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 704, index: 2, mask: {49, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.497481677 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 706, index: 4, mask: {50, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.497511667 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 707, index: 5, mask: {3, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.497552327 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 708, index: 6, mask: {51, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.497684106 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 713, index: 11, mask: {6, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.513397936 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 714, index: 12, mask: {54, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.525365567 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 720, index: 18, mask: {57, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.525633467 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 795, index: 93, mask: {47, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.525637378 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 794, index: 92, mask: {94, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.525639158 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 796, index: 94, mask: {95, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.529384425 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 778, index: 76, mask: {86, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.533352983 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 779, index: 77, mask: {39, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.537354919 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 780, index: 78, mask: {87, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.537369190 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 744, index: 42, mask: {69, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.537379279 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 781, index: 79, mask: {40, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.541369207 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 783, index: 81, mask: {41, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.545351714 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 784, index: 82, mask: {89, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.549364362 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 786, index: 84, mask: {90, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.549377771 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 745, index: 43, mask: {22, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.553352609 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 787, index: 85, mask: {43, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.557365406 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 792, index: 90, mask: {93, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.558187756 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 722, index: 20, mask: {58, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.558237325 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 726, index: 24, mask: {60, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.558267175 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 788, index: 86, mask: {91, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.558272795 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 752, index: 50, mask: {73, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.558306585 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 765, index: 63, mask: {32, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.565398600 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 766, index: 64, mask: {80, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.566324210 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 767, index: 65, mask: {33, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.573382266 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 768, index: 66, mask: {81, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.585359618 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 769, index: 67, mask: {34, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.597359349 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 755, index: 53, mask: {27, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.609376591 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 771, index: 69, mask: {35, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.617417825 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 773, index: 71, mask: {36, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.617483545 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 763, index: 61, mask: {31, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.617503985 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 727, index: 25, mask: {13, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.617567795 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 730, index: 28, mask: {62, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.525500387 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 776, index: 74, mask: {85, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.525614827 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 749, index: 47, mask: {24, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.525592578 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 739, index: 37, mask: {19, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.549356762 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 719, index: 17, mask: {9, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.633672524 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 785, index: 83, mask: {42, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.617427475 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 758, index: 56, mask: {76, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.609348861 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 770, index: 68, mask: {82, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.558200696 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 746, index: 44, mask: {70, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.525536447 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 721, index: 19, mask: {10, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.617466775 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 762, index: 60, mask: {78, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.525565747 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 738, index: 36, mask: {66, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.558218305 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 747, index: 45, mask: {23, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.558250755 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 748, index: 46, mask: {71, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.641341609 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 791, index: 89, mask: {45, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.641368219 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 793, index: 91, mask: {46, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.566304000 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 753, index: 51, mask: {26, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.617448645 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 760, index: 58, mask: {77, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.617537035 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 728, index: 26, mask: {61, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.525627527 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 751, index: 49, mask: {25, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.617554145 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 729, index: 27, mask: {14, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.633668164 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 782, index: 80, mask: {88, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.609361471 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 756, index: 54, mask: {75, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.573354046 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 754, index: 52, mask: {74, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.617389105 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 772, index: 70, mask: {83, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.617405425 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 757, index: 55, mask: {28, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.525598958 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 742, index: 40, mask: {68, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.657348248 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 790, index: 88, mask: {92, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.649341523 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 789, index: 87, mask: {44, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.661358835 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 723, index: 21, mask: {11, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.665361293 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 775, index: 73, mask: {37, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.665371683 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 737, index: 35, mask: {18, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.633633965 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 777, index: 75, mask: {38, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.637359471 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 764, index: 62, mask: {79, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.637831081 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 716, index: 14, mask: {55, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.633720774 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 741, index: 39, mask: {20, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.649355374 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 761, index: 59, mask: {30, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.645372797 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 774, index: 72, mask: {84, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.641345519 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 750, index: 48, mask: {72, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.649344754 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 759, index: 57, mask: {29, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.641343459 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 740, index: 38, mask: {67, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.637839621 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 717, index: 15, mask: {8, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.633645854 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 715, index: 13, mask: {7, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.641356159 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 743, index: 41, mask: {21, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.633637574 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 725, index: 23, mask: {12, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.633622925 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 724, index: 22, mask: {59, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 13:56:15.703820367 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 718, index: 16, mask: {56, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\nLoading Multiview Diffusion ...\nInitializing Latent Diffusion Interface\ntime steps:  1000\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nmaking attention of type 'vanilla-xformers' with 512 in_channels\nbuilding MemoryEfficientAttnBlock with 512 in_channels...\nWorking with z of shape (1, 4, 32, 32) = 4096 dimensions.\nmaking attention of type 'vanilla-xformers' with 512 in_channels\nbuilding MemoryEfficientAttnBlock with 512 in_channels...\nLoaded Multiview Diffusion!\nUsing prompt [Daenerys Targaryen from game of throne, full body, blender 3d, artstation and behance, Disney Pixar, Mobile game character, clash royale, cute] and negative prompt [ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions]\nUsing view-dependent prompts [side]:[Daenerys Targaryen from game of throne, full body, blender 3d, artstation and behance, Disney Pixar, Mobile game character, clash royale, cute, side view] [front]:[Daenerys Targaryen from game of throne, full body, blender 3d, artstation and behance, Disney Pixar, Mobile game character, clash royale, cute, front view] [back]:[Daenerys Targaryen from game of throne, full body, blender 3d, artstation and behance, Disney Pixar, Mobile game character, clash royale, cute, back view] [overhead]:[Daenerys Targaryen from game of throne, full body, blender 3d, artstation and behance, Disney Pixar, Mobile game character, clash royale, cute, overhead view]\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_5m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_5m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.\nreturn register_model(fn_wrapper)\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_11m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_11m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.\nreturn register_model(fn_wrapper)\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.\nreturn register_model(fn_wrapper)\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_384 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected.\nreturn register_model(fn_wrapper)\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_512 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected.\nreturn register_model(fn_wrapper)\nUsing 16bit Automatic Mixed Precision (AMP)\nGPU available: True (cuda), used: True\nTPU available: False, using: 0 TPU cores\nIPU available: False, using: 0 IPUs\nHPU available: False, using: 0 HPUs\nYou are using a CUDA device ('NVIDIA A40') that has Tensor Cores. To properly utilize them, you should set `torch.set_float32_matmul_precision('medium' | 'high')` which will trade-off precision for performance. For more details, read https://pytorch.org/docs/stable/generated/torch.set_float32_matmul_precision.html#torch.set_float32_matmul_precision\nLOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]\n| Name       | Type                           | Params\n--------------------------------------------------------------\n0 | geometry   | ImplicitVolume                 | 12.6 M\n1 | material   | DiffuseWithPointLightMaterial  | 0\n2 | background | NeuralEnvironmentMapBackground | 448\n3 | renderer   | NeRFVolumeRenderer             | 0\n4 | guidance   | MultiviewDiffusionGuidance     | 2.0 B\n--------------------------------------------------------------\n12.6 M    Trainable params\n2.0 B     Non-trainable params\n2.0 B     Total params\n8,096.164 Total estimated model params size (MB)\nValidation results will be saved to /tmp/outputs/imagedream-sd21-shading/Daenerys_Targaryen_from_game_of_throne,_full_body,_blender_3d,_artstation_and_behance,_Disney_Pixar,_Mobile_game_character,_clash_royale,_cute@20240112-135621/save\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'train_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'val_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.\nTraining: |          | 0/? [00:00<?, ?it/s]\nTraining: |          | 0/? [00:00<?, ?it/s]\nEpoch 0: |          | 0/? [00:00<?, ?it/s] \nEpoch 0: |          | 1/? [00:01<00:00,  0.67it/s]\nEpoch 0: |          | 1/? [00:01<00:00,  0.67it/s]\nEpoch 0: |          | 2/? [00:02<00:00,  0.95it/s]\nEpoch 0: |          | 2/? [00:02<00:00,  0.95it/s]\nEpoch 0: |          | 3/? [00:02<00:00,  1.13it/s]\nEpoch 0: |          | 3/? [00:02<00:00,  1.13it/s]\nEpoch 0: |          | 4/? [00:03<00:00,  1.24it/s]\nEpoch 0: |          | 4/? [00:03<00:00,  1.24it/s]\nEpoch 0: |          | 5/? [00:03<00:00,  1.32it/s]\nEpoch 0: |          | 5/? [00:03<00:00,  1.32it/s]\nEpoch 0: |          | 6/? [00:04<00:00,  1.37it/s]\nEpoch 0: |          | 6/? [00:04<00:00,  1.37it/s]\nEpoch 0: |          | 7/? [00:04<00:00,  1.42it/s]\nEpoch 0: |          | 7/? [00:04<00:00,  1.42it/s]\nEpoch 0: |          | 8/? [00:05<00:00,  1.46it/s]\nEpoch 0: |          | 8/? [00:05<00:00,  1.46it/s]\nEpoch 0: |          | 9/? [00:06<00:00,  1.48it/s]\nEpoch 0: |          | 9/? [00:06<00:00,  1.48it/s]\nEpoch 0: |          | 10/? [00:06<00:00,  1.50it/s]\nEpoch 0: |          | 10/? [00:06<00:00,  1.50it/s]\nEpoch 0: |          | 11/? [00:07<00:00,  1.53it/s]\nEpoch 0: |          | 11/? [00:07<00:00,  1.53it/s]\nEpoch 0: |          | 12/? [00:07<00:00,  1.56it/s]\nEpoch 0: |          | 12/? [00:07<00:00,  1.56it/s]\nEpoch 0: |          | 13/? [00:08<00:00,  1.57it/s]\nEpoch 0: |          | 13/? [00:08<00:00,  1.57it/s]\nEpoch 0: |          | 14/? 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[01:10<00:00,  1.74it/s]\nEpoch 0: |          | 122/? [01:10<00:00,  1.74it/s]\nEpoch 0: |          | 123/? [01:10<00:00,  1.74it/s]\nEpoch 0: |          | 123/? [01:10<00:00,  1.74it/s]\nEpoch 0: |          | 124/? [01:11<00:00,  1.74it/s]\nEpoch 0: |          | 124/? [01:11<00:00,  1.74it/s]\nEpoch 0: |          | 125/? [01:11<00:00,  1.74it/s]\nEpoch 0: |          | 125/? [01:11<00:00,  1.74it/s]\nEpoch 0: |          | 126/? [01:12<00:00,  1.74it/s]\nEpoch 0: |          | 126/? [01:12<00:00,  1.74it/s]\nEpoch 0: |          | 127/? [01:13<00:00,  1.74it/s]\nEpoch 0: |          | 127/? [01:13<00:00,  1.74it/s]\nEpoch 0: |          | 128/? [01:13<00:00,  1.74it/s]\nEpoch 0: |          | 128/? [01:13<00:00,  1.74it/s]\nEpoch 0: |          | 129/? [01:14<00:00,  1.74it/s]\nEpoch 0: |          | 129/? [01:14<00:00,  1.74it/s]\nEpoch 0: |          | 130/? [01:14<00:00,  1.74it/s]\nEpoch 0: |          | 130/? [01:14<00:00,  1.74it/s]\nEpoch 0: |          | 131/? [01:15<00:00,  1.74it/s]\nEpoch 0: |          | 131/? [01:15<00:00,  1.74it/s]\nEpoch 0: |          | 132/? [01:15<00:00,  1.74it/s]\nEpoch 0: |          | 132/? [01:15<00:00,  1.74it/s]\nEpoch 0: |          | 133/? [01:16<00:00,  1.74it/s]\nEpoch 0: |          | 133/? [01:16<00:00,  1.74it/s]\nEpoch 0: |          | 134/? [01:17<00:00,  1.74it/s]\nEpoch 0: |          | 134/? [01:17<00:00,  1.74it/s]\nEpoch 0: |          | 135/? [01:17<00:00,  1.74it/s]\nEpoch 0: |          | 135/? [01:17<00:00,  1.74it/s]\nEpoch 0: |          | 136/? [01:18<00:00,  1.74it/s]\nEpoch 0: |          | 136/? [01:18<00:00,  1.74it/s]\nEpoch 0: |          | 137/? [01:18<00:00,  1.74it/s]\nEpoch 0: |          | 137/? [01:18<00:00,  1.74it/s]\nEpoch 0: |          | 138/? [01:19<00:00,  1.74it/s]\nEpoch 0: |          | 138/? [01:19<00:00,  1.74it/s]\nEpoch 0: |          | 139/? [01:19<00:00,  1.74it/s]\nEpoch 0: |          | 139/? [01:19<00:00,  1.74it/s]\nEpoch 0: |          | 140/? [01:20<00:00,  1.74it/s]\nEpoch 0: |          | 140/? [01:20<00:00,  1.74it/s]\nEpoch 0: |          | 141/? [01:21<00:00,  1.74it/s]\nEpoch 0: |          | 141/? [01:21<00:00,  1.74it/s]\nEpoch 0: |          | 142/? [01:21<00:00,  1.74it/s]\nEpoch 0: |          | 142/? [01:21<00:00,  1.74it/s]\nEpoch 0: |          | 143/? [01:22<00:00,  1.74it/s]\nEpoch 0: |          | 143/? [01:22<00:00,  1.74it/s]\nEpoch 0: |          | 144/? [01:22<00:00,  1.74it/s]\nEpoch 0: |          | 144/? [01:22<00:00,  1.74it/s]\nEpoch 0: |          | 145/? [01:23<00:00,  1.74it/s]\nEpoch 0: |          | 145/? [01:23<00:00,  1.74it/s]\nEpoch 0: |          | 146/? [01:23<00:00,  1.74it/s]\nEpoch 0: |          | 146/? [01:23<00:00,  1.74it/s]\nEpoch 0: |          | 147/? [01:24<00:00,  1.74it/s]\nEpoch 0: |          | 147/? [01:24<00:00,  1.74it/s]\nEpoch 0: |          | 148/? [01:24<00:00,  1.74it/s]\nEpoch 0: |          | 148/? [01:24<00:00,  1.74it/s]\nEpoch 0: |          | 149/? [01:25<00:00,  1.74it/s]\nEpoch 0: |          | 149/? [01:25<00:00,  1.74it/s]\nEpoch 0: |          | 150/? [01:26<00:00,  1.74it/s]\nEpoch 0: |          | 150/? [01:26<00:00,  1.74it/s]\nEpoch 0: |          | 151/? [01:26<00:00,  1.74it/s]\nEpoch 0: |          | 151/? [01:26<00:00,  1.74it/s]\nEpoch 0: |          | 152/? [01:27<00:00,  1.74it/s]\nEpoch 0: |          | 152/? [01:27<00:00,  1.74it/s]\nEpoch 0: |          | 153/? [01:27<00:00,  1.74it/s]\nEpoch 0: |          | 153/? [01:27<00:00,  1.74it/s]\nEpoch 0: |          | 154/? [01:28<00:00,  1.74it/s]\nEpoch 0: |          | 154/? [01:28<00:00,  1.74it/s]\nEpoch 0: |          | 155/? [01:29<00:00,  1.74it/s]\nEpoch 0: |          | 155/? [01:29<00:00,  1.74it/s]\nEpoch 0: |          | 156/? [01:29<00:00,  1.74it/s]\nEpoch 0: |          | 156/? [01:29<00:00,  1.74it/s]\nEpoch 0: |          | 157/? [01:30<00:00,  1.74it/s]\nEpoch 0: |          | 157/? [01:30<00:00,  1.74it/s]\nEpoch 0: |          | 158/? [01:30<00:00,  1.74it/s]\nEpoch 0: |          | 158/? [01:30<00:00,  1.74it/s]\nEpoch 0: |          | 159/? [01:31<00:00,  1.74it/s]\nEpoch 0: |          | 159/? [01:31<00:00,  1.74it/s]\nEpoch 0: |          | 160/? [01:31<00:00,  1.74it/s]\nEpoch 0: |          | 160/? [01:31<00:00,  1.74it/s]\nEpoch 0: |          | 161/? [01:32<00:00,  1.74it/s]\nEpoch 0: |          | 161/? [01:32<00:00,  1.74it/s]\nEpoch 0: |          | 162/? [01:33<00:00,  1.74it/s]\nEpoch 0: |          | 162/? [01:33<00:00,  1.74it/s]\nEpoch 0: |          | 163/? [01:33<00:00,  1.74it/s]\nEpoch 0: |          | 163/? [01:33<00:00,  1.74it/s]\nEpoch 0: |          | 164/? [01:34<00:00,  1.74it/s]\nEpoch 0: |          | 164/? [01:34<00:00,  1.74it/s]\nEpoch 0: |          | 165/? [01:34<00:00,  1.74it/s]\nEpoch 0: |          | 165/? [01:34<00:00,  1.74it/s]\nEpoch 0: |          | 166/? [01:35<00:00,  1.74it/s]\nEpoch 0: |          | 166/? [01:35<00:00,  1.74it/s]\nEpoch 0: |          | 167/? [01:36<00:00,  1.74it/s]\nEpoch 0: |          | 167/? [01:36<00:00,  1.74it/s]\nEpoch 0: |          | 168/? [01:36<00:00,  1.74it/s]\nEpoch 0: |          | 168/? [01:36<00:00,  1.74it/s]\nEpoch 0: |          | 169/? [01:37<00:00,  1.74it/s]\nEpoch 0: |          | 169/? [01:37<00:00,  1.74it/s]\nEpoch 0: |          | 170/? [01:37<00:00,  1.74it/s]\nEpoch 0: |          | 170/? [01:37<00:00,  1.74it/s]\nEpoch 0: |          | 171/? [01:38<00:00,  1.74it/s]\nEpoch 0: |          | 171/? [01:38<00:00,  1.74it/s]\nEpoch 0: |          | 172/? [01:38<00:00,  1.74it/s]\nEpoch 0: |          | 172/? [01:38<00:00,  1.74it/s]\nEpoch 0: |          | 173/? [01:39<00:00,  1.74it/s]\nEpoch 0: |          | 173/? [01:39<00:00,  1.74it/s]\nEpoch 0: |          | 174/? [01:39<00:00,  1.74it/s]\nEpoch 0: |          | 174/? [01:39<00:00,  1.74it/s]\nEpoch 0: |          | 175/? [01:40<00:00,  1.74it/s]\nEpoch 0: |          | 175/? [01:40<00:00,  1.74it/s]\nEpoch 0: |          | 176/? [01:41<00:00,  1.74it/s]\nEpoch 0: |          | 176/? [01:41<00:00,  1.74it/s]\nEpoch 0: |          | 177/? [01:41<00:00,  1.74it/s]\nEpoch 0: |          | 177/? [01:41<00:00,  1.74it/s]\nEpoch 0: |          | 178/? [01:42<00:00,  1.74it/s]\nEpoch 0: |          | 178/? [01:42<00:00,  1.74it/s]\nEpoch 0: |          | 179/? [01:42<00:00,  1.74it/s]\nEpoch 0: |          | 179/? [01:42<00:00,  1.74it/s]\nEpoch 0: |          | 180/? [01:43<00:00,  1.74it/s]\nEpoch 0: |          | 180/? [01:43<00:00,  1.74it/s]\nEpoch 0: |          | 181/? [01:43<00:00,  1.74it/s]\nEpoch 0: |          | 181/? [01:43<00:00,  1.74it/s]\nEpoch 0: |          | 182/? [01:44<00:00,  1.74it/s]\nEpoch 0: |          | 182/? [01:44<00:00,  1.74it/s]\nEpoch 0: |          | 183/? [01:44<00:00,  1.74it/s]\nEpoch 0: |          | 183/? [01:44<00:00,  1.74it/s]\nEpoch 0: |          | 184/? [01:45<00:00,  1.74it/s]\nEpoch 0: |          | 184/? [01:45<00:00,  1.74it/s]\nEpoch 0: |          | 185/? [01:46<00:00,  1.74it/s]\nEpoch 0: |          | 185/? [01:46<00:00,  1.74it/s]\nEpoch 0: |          | 186/? [01:46<00:00,  1.74it/s]\nEpoch 0: |          | 186/? [01:46<00:00,  1.74it/s]\nEpoch 0: |          | 187/? [01:47<00:00,  1.74it/s]\nEpoch 0: |          | 187/? [01:47<00:00,  1.74it/s]\nEpoch 0: |          | 188/? [01:47<00:00,  1.74it/s]\nEpoch 0: |          | 188/? [01:47<00:00,  1.74it/s]\nEpoch 0: |          | 189/? [01:48<00:00,  1.74it/s]\nEpoch 0: |          | 189/? [01:48<00:00,  1.74it/s]\nEpoch 0: |          | 190/? [01:48<00:00,  1.74it/s]\nEpoch 0: |          | 190/? [01:48<00:00,  1.74it/s]\nEpoch 0: |          | 191/? [01:49<00:00,  1.74it/s]\nEpoch 0: |          | 191/? [01:49<00:00,  1.74it/s]\nEpoch 0: |          | 192/? [01:50<00:00,  1.74it/s]\nEpoch 0: |          | 192/? [01:50<00:00,  1.74it/s]\nEpoch 0: |          | 193/? [01:50<00:00,  1.74it/s]\nEpoch 0: |          | 193/? [01:50<00:00,  1.74it/s]\nEpoch 0: |          | 194/? [01:51<00:00,  1.74it/s]\nEpoch 0: |          | 194/? [01:51<00:00,  1.74it/s]\nEpoch 0: |          | 195/? [01:51<00:00,  1.74it/s]\nEpoch 0: |          | 195/? [01:51<00:00,  1.74it/s]\nEpoch 0: |          | 196/? [01:52<00:00,  1.74it/s]\nEpoch 0: |          | 196/? [01:52<00:00,  1.74it/s]\nEpoch 0: |          | 197/? [01:52<00:00,  1.74it/s]\nEpoch 0: |          | 197/? [01:52<00:00,  1.74it/s]\nEpoch 0: |          | 198/? [01:53<00:00,  1.74it/s]\nEpoch 0: |          | 198/? [01:53<00:00,  1.74it/s]\nEpoch 0: |          | 199/? [01:54<00:00,  1.74it/s]\nEpoch 0: |          | 199/? [01:54<00:00,  1.74it/s]\nEpoch 0: |          | 200/? [01:54<00:00,  1.74it/s]\nEpoch 0: |          | 200/? [01:54<00:00,  1.74it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:01,  1.78it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.72it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:01<00:00,  1.75it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:02<00:00,  1.72it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 200/? [01:56<00:00,  1.71it/s]\nEpoch 0: |          | 201/? [01:57<00:00,  1.71it/s]\nEpoch 0: |          | 201/? [01:57<00:00,  1.71it/s]\nEpoch 0: |          | 202/? [01:58<00:00,  1.71it/s]\nEpoch 0: |          | 202/? [01:58<00:00,  1.71it/s]\nEpoch 0: |          | 203/? [01:58<00:00,  1.71it/s]\nEpoch 0: |          | 203/? [01:58<00:00,  1.71it/s]\nEpoch 0: |          | 204/? [01:59<00:00,  1.71it/s]\nEpoch 0: |          | 204/? [01:59<00:00,  1.71it/s]\nEpoch 0: |          | 205/? [02:00<00:00,  1.71it/s]\nEpoch 0: |          | 205/? [02:00<00:00,  1.71it/s]\nEpoch 0: |          | 206/? [02:00<00:00,  1.71it/s]\nEpoch 0: |          | 206/? [02:00<00:00,  1.71it/s]\nEpoch 0: |          | 207/? [02:01<00:00,  1.71it/s]\nEpoch 0: |          | 207/? [02:01<00:00,  1.71it/s]\nEpoch 0: |          | 208/? [02:01<00:00,  1.71it/s]\nEpoch 0: |          | 208/? [02:01<00:00,  1.71it/s]\nEpoch 0: |          | 209/? [02:02<00:00,  1.71it/s]\nEpoch 0: |          | 209/? [02:02<00:00,  1.71it/s]\nEpoch 0: |          | 210/? [02:03<00:00,  1.71it/s]\nEpoch 0: |          | 210/? [02:03<00:00,  1.71it/s]\nEpoch 0: |          | 211/? [02:03<00:00,  1.71it/s]\nEpoch 0: |          | 211/? [02:03<00:00,  1.71it/s]\nEpoch 0: |          | 212/? [02:04<00:00,  1.71it/s]\nEpoch 0: |          | 212/? [02:04<00:00,  1.71it/s]\nEpoch 0: |          | 213/? [02:04<00:00,  1.71it/s]\nEpoch 0: |          | 213/? [02:04<00:00,  1.71it/s]\nEpoch 0: |          | 214/? [02:05<00:00,  1.71it/s]\nEpoch 0: |          | 214/? [02:05<00:00,  1.71it/s]\nEpoch 0: |          | 215/? [02:05<00:00,  1.71it/s]\nEpoch 0: |          | 215/? [02:05<00:00,  1.71it/s]\nEpoch 0: |          | 216/? [02:06<00:00,  1.71it/s]\nEpoch 0: |          | 216/? [02:06<00:00,  1.71it/s]\nEpoch 0: |          | 217/? [02:06<00:00,  1.71it/s]\nEpoch 0: |          | 217/? [02:06<00:00,  1.71it/s]\nEpoch 0: |          | 218/? [02:07<00:00,  1.71it/s]\nEpoch 0: |          | 218/? [02:07<00:00,  1.71it/s]\nEpoch 0: |          | 219/? [02:08<00:00,  1.71it/s]\nEpoch 0: |          | 219/? [02:08<00:00,  1.71it/s]\nEpoch 0: |          | 220/? [02:08<00:00,  1.71it/s]\nEpoch 0: |          | 220/? [02:08<00:00,  1.71it/s]\nEpoch 0: |          | 221/? [02:09<00:00,  1.71it/s]\nEpoch 0: |          | 221/? [02:09<00:00,  1.71it/s]\nEpoch 0: |          | 222/? [02:09<00:00,  1.71it/s]\nEpoch 0: |          | 222/? [02:09<00:00,  1.71it/s]\nEpoch 0: |          | 223/? [02:10<00:00,  1.71it/s]\nEpoch 0: |          | 223/? [02:10<00:00,  1.71it/s]\nEpoch 0: |          | 224/? [02:10<00:00,  1.71it/s]\nEpoch 0: |          | 224/? [02:10<00:00,  1.71it/s]\nEpoch 0: |          | 225/? [02:11<00:00,  1.71it/s]\nEpoch 0: |          | 225/? [02:11<00:00,  1.71it/s]\nEpoch 0: |          | 226/? [02:11<00:00,  1.71it/s]\nEpoch 0: |          | 226/? [02:11<00:00,  1.71it/s]\nEpoch 0: |          | 227/? [02:12<00:00,  1.71it/s]\nEpoch 0: |          | 227/? [02:12<00:00,  1.71it/s]\nEpoch 0: |          | 228/? [02:12<00:00,  1.71it/s]\nEpoch 0: |          | 228/? [02:12<00:00,  1.71it/s]\nEpoch 0: |          | 229/? [02:13<00:00,  1.71it/s]\nEpoch 0: |          | 229/? [02:13<00:00,  1.71it/s]\nEpoch 0: |          | 230/? [02:14<00:00,  1.71it/s]\nEpoch 0: |          | 230/? [02:14<00:00,  1.71it/s]\nEpoch 0: |          | 231/? [02:14<00:00,  1.72it/s]\nEpoch 0: |          | 231/? [02:14<00:00,  1.72it/s]\nEpoch 0: |          | 232/? [02:15<00:00,  1.72it/s]\nEpoch 0: |          | 232/? [02:15<00:00,  1.72it/s]\nEpoch 0: |          | 233/? [02:15<00:00,  1.72it/s]\nEpoch 0: |          | 233/? [02:15<00:00,  1.72it/s]\nEpoch 0: |          | 234/? [02:16<00:00,  1.72it/s]\nEpoch 0: |          | 234/? [02:16<00:00,  1.72it/s]\nEpoch 0: |          | 235/? [02:16<00:00,  1.72it/s]\nEpoch 0: |          | 235/? [02:16<00:00,  1.72it/s]\nEpoch 0: |          | 236/? [02:17<00:00,  1.72it/s]\nEpoch 0: |          | 236/? [02:17<00:00,  1.72it/s]\nEpoch 0: |          | 237/? [02:18<00:00,  1.72it/s]\nEpoch 0: |          | 237/? [02:18<00:00,  1.72it/s]\nEpoch 0: |          | 238/? [02:18<00:00,  1.72it/s]\nEpoch 0: |          | 238/? [02:18<00:00,  1.72it/s]\nEpoch 0: |          | 239/? [02:19<00:00,  1.72it/s]\nEpoch 0: |          | 239/? [02:19<00:00,  1.72it/s]\nEpoch 0: |          | 240/? [02:19<00:00,  1.72it/s]\nEpoch 0: |          | 240/? [02:19<00:00,  1.72it/s]\nEpoch 0: |          | 241/? [02:20<00:00,  1.72it/s]\nEpoch 0: |          | 241/? [02:20<00:00,  1.72it/s]\nEpoch 0: |          | 242/? [02:20<00:00,  1.72it/s]\nEpoch 0: |          | 242/? [02:20<00:00,  1.72it/s]\nEpoch 0: |          | 243/? [02:21<00:00,  1.72it/s]\nEpoch 0: |          | 243/? [02:21<00:00,  1.72it/s]\nEpoch 0: |          | 244/? [02:22<00:00,  1.72it/s]\nEpoch 0: |          | 244/? [02:22<00:00,  1.72it/s]\nEpoch 0: |          | 245/? [02:22<00:00,  1.72it/s]\nEpoch 0: |          | 245/? [02:22<00:00,  1.72it/s]\nEpoch 0: |          | 246/? [02:23<00:00,  1.72it/s]\nEpoch 0: |          | 246/? [02:23<00:00,  1.72it/s]\nEpoch 0: |          | 247/? [02:23<00:00,  1.72it/s]\nEpoch 0: |          | 247/? [02:23<00:00,  1.72it/s]\nEpoch 0: |          | 248/? [02:24<00:00,  1.72it/s]\nEpoch 0: |          | 248/? [02:24<00:00,  1.72it/s]\nEpoch 0: |          | 249/? [02:24<00:00,  1.72it/s]\nEpoch 0: |          | 249/? [02:24<00:00,  1.72it/s]\nEpoch 0: |          | 250/? [02:25<00:00,  1.72it/s]\nEpoch 0: |          | 250/? [02:25<00:00,  1.72it/s]\nEpoch 0: |          | 251/? [02:25<00:00,  1.72it/s]\nEpoch 0: |          | 251/? [02:25<00:00,  1.72it/s]\nEpoch 0: |          | 252/? [02:26<00:00,  1.72it/s]\nEpoch 0: |          | 252/? [02:26<00:00,  1.72it/s]\nEpoch 0: |          | 253/? [02:27<00:00,  1.72it/s]\nEpoch 0: |          | 253/? [02:27<00:00,  1.72it/s]\nEpoch 0: |          | 254/? [02:27<00:00,  1.72it/s]\nEpoch 0: |          | 254/? [02:27<00:00,  1.72it/s]\nEpoch 0: |          | 255/? [02:28<00:00,  1.72it/s]\nEpoch 0: |          | 255/? [02:28<00:00,  1.72it/s]\nEpoch 0: |          | 256/? [02:28<00:00,  1.72it/s]\nEpoch 0: |          | 256/? [02:28<00:00,  1.72it/s]\nEpoch 0: |          | 257/? [02:29<00:00,  1.72it/s]\nEpoch 0: |          | 257/? [02:29<00:00,  1.72it/s]\nEpoch 0: |          | 258/? [02:29<00:00,  1.72it/s]\nEpoch 0: |          | 258/? [02:29<00:00,  1.72it/s]\nEpoch 0: |          | 259/? [02:30<00:00,  1.72it/s]\nEpoch 0: |          | 259/? [02:30<00:00,  1.72it/s]\nEpoch 0: |          | 260/? [02:31<00:00,  1.72it/s]\nEpoch 0: |          | 260/? [02:31<00:00,  1.72it/s]\nEpoch 0: |          | 261/? [02:31<00:00,  1.72it/s]\nEpoch 0: |          | 261/? [02:31<00:00,  1.72it/s]\nEpoch 0: |          | 262/? [02:32<00:00,  1.72it/s]\nEpoch 0: |          | 262/? [02:32<00:00,  1.72it/s]\nEpoch 0: |          | 263/? [02:32<00:00,  1.72it/s]\nEpoch 0: |          | 263/? [02:32<00:00,  1.72it/s]\nEpoch 0: |          | 264/? [02:33<00:00,  1.72it/s]\nEpoch 0: |          | 264/? [02:33<00:00,  1.72it/s]\nEpoch 0: |          | 265/? [02:33<00:00,  1.72it/s]\nEpoch 0: |          | 265/? [02:33<00:00,  1.72it/s]\nEpoch 0: |          | 266/? [02:34<00:00,  1.72it/s]\nEpoch 0: |          | 266/? [02:34<00:00,  1.72it/s]\nEpoch 0: |          | 267/? [02:34<00:00,  1.72it/s]\nEpoch 0: |          | 267/? [02:34<00:00,  1.72it/s]\nEpoch 0: |          | 268/? [02:35<00:00,  1.72it/s]\nEpoch 0: |          | 268/? [02:35<00:00,  1.72it/s]\nEpoch 0: |          | 269/? [02:36<00:00,  1.72it/s]\nEpoch 0: |          | 269/? [02:36<00:00,  1.72it/s]\nEpoch 0: |          | 270/? [02:36<00:00,  1.72it/s]\nEpoch 0: |          | 270/? [02:36<00:00,  1.72it/s]\nEpoch 0: |          | 271/? [02:37<00:00,  1.72it/s]\nEpoch 0: |          | 271/? [02:37<00:00,  1.72it/s]\nEpoch 0: |          | 272/? [02:37<00:00,  1.72it/s]\nEpoch 0: |          | 272/? [02:37<00:00,  1.72it/s]\nEpoch 0: |          | 273/? [02:38<00:00,  1.72it/s]\nEpoch 0: |          | 273/? [02:38<00:00,  1.72it/s]\nEpoch 0: |          | 274/? [02:38<00:00,  1.73it/s]\nEpoch 0: |          | 274/? [02:38<00:00,  1.73it/s]\nEpoch 0: |          | 275/? [02:39<00:00,  1.73it/s]\nEpoch 0: |          | 275/? [02:39<00:00,  1.73it/s]\nEpoch 0: |          | 276/? [02:39<00:00,  1.73it/s]\nEpoch 0: |          | 276/? [02:39<00:00,  1.73it/s]\nEpoch 0: |          | 277/? [02:40<00:00,  1.73it/s]\nEpoch 0: |          | 277/? [02:40<00:00,  1.73it/s]\nEpoch 0: |          | 278/? [02:40<00:00,  1.73it/s]\nEpoch 0: |          | 278/? [02:40<00:00,  1.73it/s]\nEpoch 0: |          | 279/? [02:41<00:00,  1.73it/s]\nEpoch 0: |          | 279/? [02:41<00:00,  1.73it/s]\nEpoch 0: |          | 280/? [02:42<00:00,  1.73it/s]\nEpoch 0: |          | 280/? [02:42<00:00,  1.73it/s]\nEpoch 0: |          | 281/? [02:42<00:00,  1.73it/s]\nEpoch 0: |          | 281/? [02:42<00:00,  1.73it/s]\nEpoch 0: |          | 282/? [02:43<00:00,  1.73it/s]\nEpoch 0: |          | 282/? [02:43<00:00,  1.73it/s]\nEpoch 0: |          | 283/? [02:43<00:00,  1.73it/s]\nEpoch 0: |          | 283/? [02:43<00:00,  1.73it/s]\nEpoch 0: |          | 284/? [02:44<00:00,  1.73it/s]\nEpoch 0: |          | 284/? [02:44<00:00,  1.73it/s]\nEpoch 0: |          | 285/? [02:44<00:00,  1.73it/s]\nEpoch 0: |          | 285/? [02:44<00:00,  1.73it/s]\nEpoch 0: |          | 286/? [02:45<00:00,  1.73it/s]\nEpoch 0: |          | 286/? [02:45<00:00,  1.73it/s]\nEpoch 0: |          | 287/? [02:45<00:00,  1.73it/s]\nEpoch 0: |          | 287/? [02:45<00:00,  1.73it/s]\nEpoch 0: |          | 288/? [02:46<00:00,  1.73it/s]\nEpoch 0: |          | 288/? [02:46<00:00,  1.73it/s]\nEpoch 0: |          | 289/? [02:47<00:00,  1.73it/s]\nEpoch 0: |          | 289/? [02:47<00:00,  1.73it/s]\nEpoch 0: |          | 290/? [02:47<00:00,  1.73it/s]\nEpoch 0: |          | 290/? [02:47<00:00,  1.73it/s]\nEpoch 0: |          | 291/? [02:48<00:00,  1.73it/s]\nEpoch 0: |          | 291/? [02:48<00:00,  1.73it/s]\nEpoch 0: |          | 292/? [02:48<00:00,  1.73it/s]\nEpoch 0: |          | 292/? [02:48<00:00,  1.73it/s]\nEpoch 0: |          | 293/? [02:49<00:00,  1.73it/s]\nEpoch 0: |          | 293/? [02:49<00:00,  1.73it/s]\nEpoch 0: |          | 294/? [02:49<00:00,  1.73it/s]\nEpoch 0: |          | 294/? [02:49<00:00,  1.73it/s]\nEpoch 0: |          | 295/? [02:50<00:00,  1.73it/s]\nEpoch 0: |          | 295/? [02:50<00:00,  1.73it/s]\nEpoch 0: |          | 296/? [02:51<00:00,  1.73it/s]\nEpoch 0: |          | 296/? [02:51<00:00,  1.73it/s]\nEpoch 0: |          | 297/? [02:51<00:00,  1.73it/s]\nEpoch 0: |          | 297/? [02:51<00:00,  1.73it/s]\nEpoch 0: |          | 298/? [02:52<00:00,  1.73it/s]\nEpoch 0: |          | 298/? [02:52<00:00,  1.73it/s]\nEpoch 0: |          | 299/? [02:52<00:00,  1.73it/s]\nEpoch 0: |          | 299/? [02:52<00:00,  1.73it/s]\nEpoch 0: |          | 300/? [02:53<00:00,  1.73it/s]\nEpoch 0: |          | 300/? [02:53<00:00,  1.73it/s]\nEpoch 0: |          | 301/? [02:53<00:00,  1.73it/s]\nEpoch 0: |          | 301/? [02:53<00:00,  1.73it/s]\nEpoch 0: |          | 302/? [02:54<00:00,  1.73it/s]\nEpoch 0: |          | 302/? [02:54<00:00,  1.73it/s]\nEpoch 0: |          | 303/? [02:54<00:00,  1.73it/s]\nEpoch 0: |          | 303/? [02:55<00:00,  1.73it/s]\nEpoch 0: |          | 304/? [02:55<00:00,  1.73it/s]\nEpoch 0: |          | 304/? [02:55<00:00,  1.73it/s]\nEpoch 0: |          | 305/? [02:56<00:00,  1.73it/s]\nEpoch 0: |          | 305/? [02:56<00:00,  1.73it/s]\nEpoch 0: |          | 306/? [02:56<00:00,  1.73it/s]\nEpoch 0: |          | 306/? [02:56<00:00,  1.73it/s]\nEpoch 0: |          | 307/? [02:57<00:00,  1.73it/s]\nEpoch 0: |          | 307/? [02:57<00:00,  1.73it/s]\nEpoch 0: |          | 308/? [02:57<00:00,  1.73it/s]\nEpoch 0: |          | 308/? [02:57<00:00,  1.73it/s]\nEpoch 0: |          | 309/? [02:58<00:00,  1.73it/s]\nEpoch 0: |          | 309/? [02:58<00:00,  1.73it/s]\nEpoch 0: |          | 310/? [02:58<00:00,  1.73it/s]\nEpoch 0: |          | 310/? [02:58<00:00,  1.73it/s]\nEpoch 0: |          | 311/? [02:59<00:00,  1.73it/s]\nEpoch 0: |          | 311/? [02:59<00:00,  1.73it/s]\nEpoch 0: |          | 312/? [03:00<00:00,  1.73it/s]\nEpoch 0: |          | 312/? [03:00<00:00,  1.73it/s]\nEpoch 0: |          | 313/? [03:00<00:00,  1.73it/s]\nEpoch 0: |          | 313/? [03:00<00:00,  1.73it/s]\nEpoch 0: |          | 314/? [03:01<00:00,  1.73it/s]\nEpoch 0: |          | 314/? [03:01<00:00,  1.73it/s]\nEpoch 0: |          | 315/? [03:01<00:00,  1.73it/s]\nEpoch 0: |          | 315/? [03:01<00:00,  1.73it/s]\nEpoch 0: |          | 316/? [03:02<00:00,  1.73it/s]\nEpoch 0: |          | 316/? [03:02<00:00,  1.73it/s]\nEpoch 0: |          | 317/? [03:02<00:00,  1.73it/s]\nEpoch 0: |          | 317/? [03:02<00:00,  1.73it/s]\nEpoch 0: |          | 318/? [03:03<00:00,  1.73it/s]\nEpoch 0: |          | 318/? [03:03<00:00,  1.73it/s]\nEpoch 0: |          | 319/? [03:03<00:00,  1.73it/s]\nEpoch 0: |          | 319/? [03:03<00:00,  1.73it/s]\nEpoch 0: |          | 320/? [03:04<00:00,  1.73it/s]\nEpoch 0: |          | 320/? [03:04<00:00,  1.73it/s]\nEpoch 0: |          | 321/? [03:05<00:00,  1.74it/s]\nEpoch 0: |          | 321/? [03:05<00:00,  1.74it/s]\nEpoch 0: |          | 322/? [03:05<00:00,  1.74it/s]\nEpoch 0: |          | 322/? [03:05<00:00,  1.74it/s]\nEpoch 0: |          | 323/? [03:06<00:00,  1.74it/s]\nEpoch 0: |          | 323/? [03:06<00:00,  1.74it/s]\nEpoch 0: |          | 324/? [03:06<00:00,  1.74it/s]\nEpoch 0: |          | 324/? [03:06<00:00,  1.74it/s]\nEpoch 0: |          | 325/? [03:07<00:00,  1.74it/s]\nEpoch 0: |          | 325/? [03:07<00:00,  1.74it/s]\nEpoch 0: |          | 326/? [03:07<00:00,  1.74it/s]\nEpoch 0: |          | 326/? [03:07<00:00,  1.74it/s]\nEpoch 0: |          | 327/? [03:08<00:00,  1.74it/s]\nEpoch 0: |          | 327/? [03:08<00:00,  1.74it/s]\nEpoch 0: |          | 328/? [03:08<00:00,  1.74it/s]\nEpoch 0: |          | 328/? [03:08<00:00,  1.74it/s]\nEpoch 0: |          | 329/? [03:09<00:00,  1.74it/s]\nEpoch 0: |          | 329/? [03:09<00:00,  1.74it/s]\nEpoch 0: |          | 330/? [03:09<00:00,  1.74it/s]\nEpoch 0: |          | 330/? [03:09<00:00,  1.74it/s]\nEpoch 0: |          | 331/? [03:10<00:00,  1.74it/s]\nEpoch 0: |          | 331/? [03:10<00:00,  1.74it/s]\nEpoch 0: |          | 332/? [03:11<00:00,  1.74it/s]\nEpoch 0: |          | 332/? [03:11<00:00,  1.74it/s]\nEpoch 0: |          | 333/? [03:11<00:00,  1.74it/s]\nEpoch 0: |          | 333/? [03:11<00:00,  1.74it/s]\nEpoch 0: |          | 334/? [03:12<00:00,  1.74it/s]\nEpoch 0: |          | 334/? [03:12<00:00,  1.74it/s]\nEpoch 0: |          | 335/? [03:12<00:00,  1.74it/s]\nEpoch 0: |          | 335/? [03:12<00:00,  1.74it/s]\nEpoch 0: |          | 336/? [03:13<00:00,  1.74it/s]\nEpoch 0: |          | 336/? [03:13<00:00,  1.74it/s]\nEpoch 0: |          | 337/? [03:13<00:00,  1.74it/s]\nEpoch 0: |          | 337/? [03:13<00:00,  1.74it/s]\nEpoch 0: |          | 338/? [03:14<00:00,  1.74it/s]\nEpoch 0: |          | 338/? [03:14<00:00,  1.74it/s]\nEpoch 0: |          | 339/? [03:14<00:00,  1.74it/s]\nEpoch 0: |          | 339/? [03:14<00:00,  1.74it/s]\nEpoch 0: |          | 340/? [03:15<00:00,  1.74it/s]\nEpoch 0: |          | 340/? [03:15<00:00,  1.74it/s]\nEpoch 0: |          | 341/? [03:16<00:00,  1.74it/s]\nEpoch 0: |          | 341/? [03:16<00:00,  1.74it/s]\nEpoch 0: |          | 342/? [03:16<00:00,  1.74it/s]\nEpoch 0: |          | 342/? [03:16<00:00,  1.74it/s]\nEpoch 0: |          | 343/? [03:17<00:00,  1.74it/s]\nEpoch 0: |          | 343/? [03:17<00:00,  1.74it/s]\nEpoch 0: |          | 344/? [03:17<00:00,  1.74it/s]\nEpoch 0: |          | 344/? [03:17<00:00,  1.74it/s]\nEpoch 0: |          | 345/? [03:18<00:00,  1.74it/s]\nEpoch 0: |          | 345/? [03:18<00:00,  1.74it/s]\nEpoch 0: |          | 346/? [03:18<00:00,  1.74it/s]\nEpoch 0: |          | 346/? [03:18<00:00,  1.74it/s]\nEpoch 0: |          | 347/? [03:19<00:00,  1.74it/s]\nEpoch 0: |          | 347/? [03:19<00:00,  1.74it/s]\nEpoch 0: |          | 348/? [03:19<00:00,  1.74it/s]\nEpoch 0: |          | 348/? [03:19<00:00,  1.74it/s]\nEpoch 0: |          | 349/? [03:20<00:00,  1.74it/s]\nEpoch 0: |          | 349/? [03:20<00:00,  1.74it/s]\nEpoch 0: |          | 350/? [03:21<00:00,  1.74it/s]\nEpoch 0: |          | 350/? [03:21<00:00,  1.74it/s]\nEpoch 0: |          | 351/? [03:21<00:00,  1.74it/s]\nEpoch 0: |          | 351/? [03:21<00:00,  1.74it/s]\nEpoch 0: |          | 352/? [03:22<00:00,  1.74it/s]\nEpoch 0: |          | 352/? [03:22<00:00,  1.74it/s]\nEpoch 0: |          | 353/? [03:22<00:00,  1.74it/s]\nEpoch 0: |          | 353/? [03:22<00:00,  1.74it/s]\nEpoch 0: |          | 354/? [03:23<00:00,  1.74it/s]\nEpoch 0: |          | 354/? [03:23<00:00,  1.74it/s]\nEpoch 0: |          | 355/? [03:23<00:00,  1.74it/s]\nEpoch 0: |          | 355/? [03:23<00:00,  1.74it/s]\nEpoch 0: |          | 356/? [03:24<00:00,  1.74it/s]\nEpoch 0: |          | 356/? [03:24<00:00,  1.74it/s]\nEpoch 0: |          | 357/? [03:25<00:00,  1.74it/s]\nEpoch 0: |          | 357/? [03:25<00:00,  1.74it/s]\nEpoch 0: |          | 358/? [03:25<00:00,  1.74it/s]\nEpoch 0: |          | 358/? [03:25<00:00,  1.74it/s]\nEpoch 0: |          | 359/? [03:26<00:00,  1.74it/s]\nEpoch 0: |          | 359/? [03:26<00:00,  1.74it/s]\nEpoch 0: |          | 360/? [03:26<00:00,  1.74it/s]\nEpoch 0: |          | 360/? [03:26<00:00,  1.74it/s]\nEpoch 0: |          | 361/? [03:27<00:00,  1.74it/s]\nEpoch 0: |          | 361/? [03:27<00:00,  1.74it/s]\nEpoch 0: |          | 362/? [03:27<00:00,  1.74it/s]\nEpoch 0: |          | 362/? [03:27<00:00,  1.74it/s]\nEpoch 0: |          | 363/? [03:28<00:00,  1.74it/s]\nEpoch 0: |          | 363/? [03:28<00:00,  1.74it/s]\nEpoch 0: |          | 364/? [03:28<00:00,  1.74it/s]\nEpoch 0: |          | 364/? [03:28<00:00,  1.74it/s]\nEpoch 0: |          | 365/? [03:29<00:00,  1.74it/s]\nEpoch 0: |          | 365/? [03:29<00:00,  1.74it/s]\nEpoch 0: |          | 366/? [03:29<00:00,  1.74it/s]\nEpoch 0: |          | 366/? [03:29<00:00,  1.74it/s]\nEpoch 0: |          | 367/? [03:30<00:00,  1.74it/s]\nEpoch 0: |          | 367/? [03:30<00:00,  1.74it/s]\nEpoch 0: |          | 368/? [03:30<00:00,  1.74it/s]\nEpoch 0: |          | 368/? [03:30<00:00,  1.74it/s]\nEpoch 0: |          | 369/? [03:31<00:00,  1.74it/s]\nEpoch 0: |          | 369/? [03:31<00:00,  1.74it/s]\nEpoch 0: |          | 370/? [03:32<00:00,  1.74it/s]\nEpoch 0: |          | 370/? [03:32<00:00,  1.74it/s]\nEpoch 0: |          | 371/? [03:32<00:00,  1.75it/s]\nEpoch 0: |          | 371/? [03:32<00:00,  1.75it/s]\nEpoch 0: |          | 372/? [03:33<00:00,  1.75it/s]\nEpoch 0: |          | 372/? [03:33<00:00,  1.75it/s]\nEpoch 0: |          | 373/? [03:33<00:00,  1.75it/s]\nEpoch 0: |          | 373/? [03:33<00:00,  1.75it/s]\nEpoch 0: |          | 374/? [03:34<00:00,  1.75it/s]\nEpoch 0: |          | 374/? [03:34<00:00,  1.75it/s]\nEpoch 0: |          | 375/? [03:34<00:00,  1.75it/s]\nEpoch 0: |          | 375/? [03:34<00:00,  1.75it/s]\nEpoch 0: |          | 376/? [03:35<00:00,  1.75it/s]\nEpoch 0: |          | 376/? [03:35<00:00,  1.75it/s]\nEpoch 0: |          | 377/? [03:35<00:00,  1.75it/s]\nEpoch 0: |          | 377/? [03:35<00:00,  1.75it/s]\nEpoch 0: |          | 378/? [03:36<00:00,  1.75it/s]\nEpoch 0: |          | 378/? [03:36<00:00,  1.75it/s]\nEpoch 0: |          | 379/? [03:36<00:00,  1.75it/s]\nEpoch 0: |          | 379/? [03:36<00:00,  1.75it/s]\nEpoch 0: |          | 380/? [03:37<00:00,  1.75it/s]\nEpoch 0: |          | 380/? [03:37<00:00,  1.75it/s]\nEpoch 0: |          | 381/? [03:38<00:00,  1.75it/s]\nEpoch 0: |          | 381/? [03:38<00:00,  1.75it/s]\nEpoch 0: |          | 382/? [03:38<00:00,  1.75it/s]\nEpoch 0: |          | 382/? [03:38<00:00,  1.75it/s]\nEpoch 0: |          | 383/? [03:39<00:00,  1.75it/s]\nEpoch 0: |          | 383/? [03:39<00:00,  1.75it/s]\nEpoch 0: |          | 384/? [03:39<00:00,  1.75it/s]\nEpoch 0: |          | 384/? [03:39<00:00,  1.75it/s]\nEpoch 0: |          | 385/? [03:40<00:00,  1.75it/s]\nEpoch 0: |          | 385/? [03:40<00:00,  1.75it/s]\nEpoch 0: |          | 386/? [03:40<00:00,  1.75it/s]\nEpoch 0: |          | 386/? [03:40<00:00,  1.75it/s]\nEpoch 0: |          | 387/? [03:41<00:00,  1.75it/s]\nEpoch 0: |          | 387/? [03:41<00:00,  1.75it/s]\nEpoch 0: |          | 388/? [03:41<00:00,  1.75it/s]\nEpoch 0: |          | 388/? [03:41<00:00,  1.75it/s]\nEpoch 0: |          | 389/? [03:42<00:00,  1.75it/s]\nEpoch 0: |          | 389/? [03:42<00:00,  1.75it/s]\nEpoch 0: |          | 390/? [03:43<00:00,  1.75it/s]\nEpoch 0: |          | 390/? [03:43<00:00,  1.75it/s]\nEpoch 0: |          | 391/? [03:43<00:00,  1.75it/s]\nEpoch 0: |          | 391/? [03:43<00:00,  1.75it/s]\nEpoch 0: |          | 392/? [03:44<00:00,  1.75it/s]\nEpoch 0: |          | 392/? [03:44<00:00,  1.75it/s]\nEpoch 0: |          | 393/? [03:44<00:00,  1.75it/s]\nEpoch 0: |          | 393/? [03:44<00:00,  1.75it/s]\nEpoch 0: |          | 394/? [03:45<00:00,  1.75it/s]\nEpoch 0: |          | 394/? [03:45<00:00,  1.75it/s]\nEpoch 0: |          | 395/? [03:45<00:00,  1.75it/s]\nEpoch 0: |          | 395/? [03:45<00:00,  1.75it/s]\nEpoch 0: |          | 396/? [03:46<00:00,  1.75it/s]\nEpoch 0: |          | 396/? [03:46<00:00,  1.75it/s]\nEpoch 0: |          | 397/? [03:46<00:00,  1.75it/s]\nEpoch 0: |          | 397/? [03:46<00:00,  1.75it/s]\nEpoch 0: |          | 398/? [03:47<00:00,  1.75it/s]\nEpoch 0: |          | 398/? [03:47<00:00,  1.75it/s]\nEpoch 0: |          | 399/? [03:47<00:00,  1.75it/s]\nEpoch 0: |          | 399/? [03:47<00:00,  1.75it/s]\nEpoch 0: |          | 400/? [03:48<00:00,  1.75it/s]\nEpoch 0: |          | 400/? [03:48<00:00,  1.75it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:01,  2.09it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.96it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:01<00:00,  1.99it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:02<00:00,  1.97it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 400/? [03:50<00:00,  1.74it/s]\nEpoch 0: |          | 401/? [03:50<00:00,  1.74it/s]\nEpoch 0: |          | 401/? [03:50<00:00,  1.74it/s]\nEpoch 0: |          | 402/? [03:51<00:00,  1.74it/s]\nEpoch 0: |          | 402/? [03:51<00:00,  1.74it/s]\nEpoch 0: |          | 403/? [03:51<00:00,  1.74it/s]\nEpoch 0: |          | 403/? [03:51<00:00,  1.74it/s]\nEpoch 0: |          | 404/? [03:52<00:00,  1.74it/s]\nEpoch 0: |          | 404/? [03:52<00:00,  1.74it/s]\nEpoch 0: |          | 405/? [03:53<00:00,  1.74it/s]\nEpoch 0: |          | 405/? [03:53<00:00,  1.74it/s]\nEpoch 0: |          | 406/? [03:53<00:00,  1.74it/s]\nEpoch 0: |          | 406/? [03:53<00:00,  1.74it/s]\nEpoch 0: |          | 407/? [03:54<00:00,  1.74it/s]\nEpoch 0: |          | 407/? [03:54<00:00,  1.74it/s]\nEpoch 0: |          | 408/? [03:54<00:00,  1.74it/s]\nEpoch 0: |          | 408/? [03:54<00:00,  1.74it/s]\nEpoch 0: |          | 409/? [03:55<00:00,  1.74it/s]\nEpoch 0: |          | 409/? [03:55<00:00,  1.74it/s]\nEpoch 0: |          | 410/? [03:55<00:00,  1.74it/s]\nEpoch 0: |          | 410/? [03:55<00:00,  1.74it/s]\nEpoch 0: |          | 411/? [03:56<00:00,  1.74it/s]\nEpoch 0: |          | 411/? [03:56<00:00,  1.74it/s]\nEpoch 0: |          | 412/? [03:56<00:00,  1.74it/s]\nEpoch 0: |          | 412/? [03:56<00:00,  1.74it/s]\nEpoch 0: |          | 413/? [03:57<00:00,  1.74it/s]\nEpoch 0: |          | 413/? [03:57<00:00,  1.74it/s]\nEpoch 0: |          | 414/? [03:57<00:00,  1.74it/s]\nEpoch 0: |          | 414/? [03:57<00:00,  1.74it/s]\nEpoch 0: |          | 415/? [03:58<00:00,  1.74it/s]\nEpoch 0: |          | 415/? [03:58<00:00,  1.74it/s]\nEpoch 0: |          | 416/? [03:58<00:00,  1.74it/s]\nEpoch 0: |          | 416/? [03:58<00:00,  1.74it/s]\nEpoch 0: |          | 417/? [03:59<00:00,  1.74it/s]\nEpoch 0: |          | 417/? [03:59<00:00,  1.74it/s]\nEpoch 0: |          | 418/? [03:59<00:00,  1.74it/s]\nEpoch 0: |          | 418/? [03:59<00:00,  1.74it/s]\nEpoch 0: |          | 419/? [04:00<00:00,  1.74it/s]\nEpoch 0: |          | 419/? [04:00<00:00,  1.74it/s]\nEpoch 0: |          | 420/? [04:00<00:00,  1.74it/s]\nEpoch 0: |          | 420/? [04:00<00:00,  1.74it/s]\nEpoch 0: |          | 421/? [04:01<00:00,  1.74it/s]\nEpoch 0: |          | 421/? [04:01<00:00,  1.74it/s]\nEpoch 0: |          | 422/? [04:01<00:00,  1.75it/s]\nEpoch 0: |          | 422/? [04:01<00:00,  1.75it/s]\nEpoch 0: |          | 423/? [04:02<00:00,  1.75it/s]\nEpoch 0: |          | 423/? [04:02<00:00,  1.75it/s]\nEpoch 0: |          | 424/? [04:02<00:00,  1.75it/s]\nEpoch 0: |          | 424/? [04:02<00:00,  1.75it/s]\nEpoch 0: |          | 425/? [04:03<00:00,  1.75it/s]\nEpoch 0: |          | 425/? [04:03<00:00,  1.75it/s]\nEpoch 0: |          | 426/? [04:03<00:00,  1.75it/s]\nEpoch 0: |          | 426/? [04:03<00:00,  1.75it/s]\nEpoch 0: |          | 427/? [04:04<00:00,  1.75it/s]\nEpoch 0: |          | 427/? [04:04<00:00,  1.75it/s]\nEpoch 0: |          | 428/? [04:04<00:00,  1.75it/s]\nEpoch 0: |          | 428/? [04:04<00:00,  1.75it/s]\nEpoch 0: |          | 429/? [04:05<00:00,  1.75it/s]\nEpoch 0: |          | 429/? [04:05<00:00,  1.75it/s]\nEpoch 0: |          | 430/? [04:06<00:00,  1.75it/s]\nEpoch 0: |          | 430/? [04:06<00:00,  1.75it/s]\nEpoch 0: |          | 431/? [04:06<00:00,  1.75it/s]\nEpoch 0: |          | 431/? [04:06<00:00,  1.75it/s]\nEpoch 0: |          | 432/? [04:07<00:00,  1.75it/s]\nEpoch 0: |          | 432/? [04:07<00:00,  1.75it/s]\nEpoch 0: |          | 433/? [04:07<00:00,  1.75it/s]\nEpoch 0: |          | 433/? [04:07<00:00,  1.75it/s]\nEpoch 0: |          | 434/? [04:08<00:00,  1.75it/s]\nEpoch 0: |          | 434/? [04:08<00:00,  1.75it/s]\nEpoch 0: |          | 435/? [04:08<00:00,  1.75it/s]\nEpoch 0: |          | 435/? [04:08<00:00,  1.75it/s]\nEpoch 0: |          | 436/? [04:09<00:00,  1.75it/s]\nEpoch 0: |          | 436/? [04:09<00:00,  1.75it/s]\nEpoch 0: |          | 437/? [04:09<00:00,  1.75it/s]\nEpoch 0: |          | 437/? [04:09<00:00,  1.75it/s]\nEpoch 0: |          | 438/? [04:10<00:00,  1.75it/s]\nEpoch 0: |          | 438/? [04:10<00:00,  1.75it/s]\nEpoch 0: |          | 439/? [04:10<00:00,  1.75it/s]\nEpoch 0: |          | 439/? [04:10<00:00,  1.75it/s]\nEpoch 0: |          | 440/? [04:11<00:00,  1.75it/s]\nEpoch 0: |          | 440/? [04:11<00:00,  1.75it/s]\nEpoch 0: |          | 441/? [04:11<00:00,  1.75it/s]\nEpoch 0: |          | 441/? [04:11<00:00,  1.75it/s]\nEpoch 0: |          | 442/? [04:12<00:00,  1.75it/s]\nEpoch 0: |          | 442/? [04:12<00:00,  1.75it/s]\nEpoch 0: |          | 443/? [04:12<00:00,  1.75it/s]\nEpoch 0: |          | 443/? [04:12<00:00,  1.75it/s]\nEpoch 0: |          | 444/? [04:13<00:00,  1.75it/s]\nEpoch 0: |          | 444/? [04:13<00:00,  1.75it/s]\nEpoch 0: |          | 445/? [04:13<00:00,  1.75it/s]\nEpoch 0: |          | 445/? [04:13<00:00,  1.75it/s]\nEpoch 0: |          | 446/? [04:14<00:00,  1.75it/s]\nEpoch 0: |          | 446/? [04:14<00:00,  1.75it/s]\nEpoch 0: |          | 447/? [04:14<00:00,  1.75it/s]\nEpoch 0: |          | 447/? [04:14<00:00,  1.75it/s]\nEpoch 0: |          | 448/? [04:15<00:00,  1.75it/s]\nEpoch 0: |          | 448/? [04:15<00:00,  1.75it/s]\nEpoch 0: |          | 449/? [04:16<00:00,  1.75it/s]\nEpoch 0: |          | 449/? [04:16<00:00,  1.75it/s]\nEpoch 0: |          | 450/? [04:16<00:00,  1.75it/s]\nEpoch 0: |          | 450/? [04:16<00:00,  1.75it/s]\nEpoch 0: |          | 451/? [04:17<00:00,  1.75it/s]\nEpoch 0: |          | 451/? [04:17<00:00,  1.75it/s]\nEpoch 0: |          | 452/? [04:17<00:00,  1.76it/s]\nEpoch 0: |          | 452/? [04:17<00:00,  1.76it/s]\nEpoch 0: |          | 453/? [04:18<00:00,  1.76it/s]\nEpoch 0: |          | 453/? [04:18<00:00,  1.76it/s]\nEpoch 0: |          | 454/? [04:18<00:00,  1.76it/s]\nEpoch 0: |          | 454/? [04:18<00:00,  1.76it/s]\nEpoch 0: |          | 455/? [04:19<00:00,  1.76it/s]\nEpoch 0: |          | 455/? [04:19<00:00,  1.76it/s]\nEpoch 0: |          | 456/? [04:19<00:00,  1.76it/s]\nEpoch 0: |          | 456/? [04:19<00:00,  1.76it/s]\nEpoch 0: |          | 457/? [04:20<00:00,  1.76it/s]\nEpoch 0: |          | 457/? [04:20<00:00,  1.76it/s]\nEpoch 0: |          | 458/? [04:20<00:00,  1.76it/s]\nEpoch 0: |          | 458/? [04:20<00:00,  1.76it/s]\nEpoch 0: |          | 459/? [04:21<00:00,  1.76it/s]\nEpoch 0: |          | 459/? [04:21<00:00,  1.76it/s]\nEpoch 0: |          | 460/? [04:21<00:00,  1.76it/s]\nEpoch 0: |          | 460/? [04:21<00:00,  1.76it/s]\nEpoch 0: |          | 461/? [04:22<00:00,  1.76it/s]\nEpoch 0: |          | 461/? [04:22<00:00,  1.76it/s]\nEpoch 0: |          | 462/? [04:22<00:00,  1.76it/s]\nEpoch 0: |          | 462/? [04:22<00:00,  1.76it/s]\nEpoch 0: |          | 463/? [04:23<00:00,  1.76it/s]\nEpoch 0: |          | 463/? [04:23<00:00,  1.76it/s]\nEpoch 0: |          | 464/? [04:23<00:00,  1.76it/s]\nEpoch 0: |          | 464/? [04:23<00:00,  1.76it/s]\nEpoch 0: |          | 465/? [04:24<00:00,  1.76it/s]\nEpoch 0: |          | 465/? [04:24<00:00,  1.76it/s]\nEpoch 0: |          | 466/? [04:24<00:00,  1.76it/s]\nEpoch 0: |          | 466/? [04:24<00:00,  1.76it/s]\nEpoch 0: |          | 467/? [04:25<00:00,  1.76it/s]\nEpoch 0: |          | 467/? [04:25<00:00,  1.76it/s]\nEpoch 0: |          | 468/? [04:25<00:00,  1.76it/s]\nEpoch 0: |          | 468/? [04:25<00:00,  1.76it/s]\nEpoch 0: |          | 469/? [04:26<00:00,  1.76it/s]\nEpoch 0: |          | 469/? [04:26<00:00,  1.76it/s]\nEpoch 0: |          | 470/? [04:26<00:00,  1.76it/s]\nEpoch 0: |          | 470/? [04:26<00:00,  1.76it/s]\nEpoch 0: |          | 471/? [04:27<00:00,  1.76it/s]\nEpoch 0: |          | 471/? [04:27<00:00,  1.76it/s]\nEpoch 0: |          | 472/? [04:27<00:00,  1.76it/s]\nEpoch 0: |          | 472/? [04:27<00:00,  1.76it/s]\nEpoch 0: |          | 473/? [04:28<00:00,  1.76it/s]\nEpoch 0: |          | 473/? [04:28<00:00,  1.76it/s]\nEpoch 0: |          | 474/? [04:28<00:00,  1.76it/s]\nEpoch 0: |          | 474/? [04:28<00:00,  1.76it/s]\nEpoch 0: |          | 475/? [04:29<00:00,  1.76it/s]\nEpoch 0: |          | 475/? [04:29<00:00,  1.76it/s]\nEpoch 0: |          | 476/? [04:29<00:00,  1.76it/s]\nEpoch 0: |          | 476/? [04:29<00:00,  1.76it/s]\nEpoch 0: |          | 477/? [04:30<00:00,  1.76it/s]\nEpoch 0: |          | 477/? [04:30<00:00,  1.76it/s]\nEpoch 0: |          | 478/? [04:30<00:00,  1.76it/s]\nEpoch 0: |          | 478/? [04:30<00:00,  1.76it/s]\nEpoch 0: |          | 479/? [04:31<00:00,  1.77it/s]\nEpoch 0: |          | 479/? [04:31<00:00,  1.77it/s]\nEpoch 0: |          | 480/? [04:31<00:00,  1.77it/s]\nEpoch 0: |          | 480/? [04:31<00:00,  1.77it/s]\nEpoch 0: |          | 481/? [04:32<00:00,  1.77it/s]\nEpoch 0: |          | 481/? [04:32<00:00,  1.77it/s]\nEpoch 0: |          | 482/? [04:32<00:00,  1.77it/s]\nEpoch 0: |          | 482/? [04:32<00:00,  1.77it/s]\nEpoch 0: |          | 483/? [04:33<00:00,  1.77it/s]\nEpoch 0: |          | 483/? [04:33<00:00,  1.77it/s]\nEpoch 0: |          | 484/? [04:33<00:00,  1.77it/s]\nEpoch 0: |          | 484/? [04:33<00:00,  1.77it/s]\nEpoch 0: |          | 485/? [04:34<00:00,  1.77it/s]\nEpoch 0: |          | 485/? [04:34<00:00,  1.77it/s]\nEpoch 0: |          | 486/? [04:34<00:00,  1.77it/s]\nEpoch 0: |          | 486/? [04:34<00:00,  1.77it/s]\nEpoch 0: |          | 487/? [04:35<00:00,  1.77it/s]\nEpoch 0: |          | 487/? [04:35<00:00,  1.77it/s]\nEpoch 0: |          | 488/? [04:36<00:00,  1.77it/s]\nEpoch 0: |          | 488/? [04:36<00:00,  1.77it/s]\nEpoch 0: |          | 489/? [04:36<00:00,  1.77it/s]\nEpoch 0: |          | 489/? [04:36<00:00,  1.77it/s]\nEpoch 0: |          | 490/? [04:37<00:00,  1.77it/s]\nEpoch 0: |          | 490/? [04:37<00:00,  1.77it/s]\nEpoch 0: |          | 491/? [04:37<00:00,  1.77it/s]\nEpoch 0: |          | 491/? [04:37<00:00,  1.77it/s]\nEpoch 0: |          | 492/? [04:38<00:00,  1.77it/s]\nEpoch 0: |          | 492/? [04:38<00:00,  1.77it/s]\nEpoch 0: |          | 493/? [04:38<00:00,  1.77it/s]\nEpoch 0: |          | 493/? [04:38<00:00,  1.77it/s]\nEpoch 0: |          | 494/? [04:39<00:00,  1.77it/s]\nEpoch 0: |          | 494/? [04:39<00:00,  1.77it/s]\nEpoch 0: |          | 495/? [04:39<00:00,  1.77it/s]\nEpoch 0: |          | 495/? [04:39<00:00,  1.77it/s]\nEpoch 0: |          | 496/? [04:40<00:00,  1.77it/s]\nEpoch 0: |          | 496/? [04:40<00:00,  1.77it/s]\nEpoch 0: |          | 497/? [04:40<00:00,  1.77it/s]\nEpoch 0: |          | 497/? [04:40<00:00,  1.77it/s]\nEpoch 0: |          | 498/? [04:41<00:00,  1.77it/s]\nEpoch 0: |          | 498/? [04:41<00:00,  1.77it/s]\nEpoch 0: |          | 499/? [04:41<00:00,  1.77it/s]\nEpoch 0: |          | 499/? [04:41<00:00,  1.77it/s]\nEpoch 0: |          | 500/? [04:42<00:00,  1.77it/s]\nEpoch 0: |          | 500/? [04:42<00:00,  1.77it/s]\nEpoch 0: |          | 501/? [04:42<00:00,  1.77it/s]\nEpoch 0: |          | 501/? [04:42<00:00,  1.77it/s]\nEpoch 0: |          | 502/? [04:43<00:00,  1.77it/s]\nEpoch 0: |          | 502/? [04:43<00:00,  1.77it/s]\nEpoch 0: |          | 503/? [04:43<00:00,  1.77it/s]\nEpoch 0: |          | 503/? [04:43<00:00,  1.77it/s]\nEpoch 0: |          | 504/? [04:44<00:00,  1.77it/s]\nEpoch 0: |          | 504/? [04:44<00:00,  1.77it/s]\nEpoch 0: |          | 505/? [04:44<00:00,  1.77it/s]\nEpoch 0: |          | 505/? [04:44<00:00,  1.77it/s]\nEpoch 0: |          | 506/? [04:45<00:00,  1.77it/s]\nEpoch 0: |          | 506/? [04:45<00:00,  1.77it/s]\nEpoch 0: |          | 507/? [04:45<00:00,  1.77it/s]\nEpoch 0: |          | 507/? [04:45<00:00,  1.77it/s]\nEpoch 0: |          | 508/? [04:46<00:00,  1.77it/s]\nEpoch 0: |          | 508/? [04:46<00:00,  1.77it/s]\nEpoch 0: |          | 509/? [04:46<00:00,  1.77it/s]\nEpoch 0: |          | 509/? [04:46<00:00,  1.77it/s]\nEpoch 0: |          | 510/? [04:47<00:00,  1.77it/s]\nEpoch 0: |          | 510/? [04:47<00:00,  1.77it/s]\nEpoch 0: |          | 511/? [04:47<00:00,  1.77it/s]\nEpoch 0: |          | 511/? [04:47<00:00,  1.77it/s]\nEpoch 0: |          | 512/? [04:48<00:00,  1.77it/s]\nEpoch 0: |          | 512/? [04:48<00:00,  1.77it/s]\nEpoch 0: |          | 513/? [04:49<00:00,  1.77it/s]\nEpoch 0: |          | 513/? [04:49<00:00,  1.77it/s]\nEpoch 0: |          | 514/? [04:49<00:00,  1.78it/s]\nEpoch 0: |          | 514/? [04:49<00:00,  1.78it/s]\nEpoch 0: |          | 515/? [04:50<00:00,  1.78it/s]\nEpoch 0: |          | 515/? [04:50<00:00,  1.78it/s]\nEpoch 0: |          | 516/? [04:50<00:00,  1.78it/s]\nEpoch 0: |          | 516/? [04:50<00:00,  1.78it/s]\nEpoch 0: |          | 517/? [04:50<00:00,  1.78it/s]\nEpoch 0: |          | 517/? [04:50<00:00,  1.78it/s]\nEpoch 0: |          | 518/? [04:51<00:00,  1.78it/s]\nEpoch 0: |          | 518/? [04:51<00:00,  1.78it/s]\nEpoch 0: |          | 519/? [04:52<00:00,  1.78it/s]\nEpoch 0: |          | 519/? [04:52<00:00,  1.78it/s]\nEpoch 0: |          | 520/? [04:52<00:00,  1.78it/s]\nEpoch 0: |          | 520/? [04:52<00:00,  1.78it/s]\nEpoch 0: |          | 521/? [04:53<00:00,  1.78it/s]\nEpoch 0: |          | 521/? [04:53<00:00,  1.78it/s]\nEpoch 0: |          | 522/? [04:53<00:00,  1.78it/s]\nEpoch 0: |          | 522/? [04:53<00:00,  1.78it/s]\nEpoch 0: |          | 523/? [04:54<00:00,  1.78it/s]\nEpoch 0: |          | 523/? [04:54<00:00,  1.78it/s]\nEpoch 0: |          | 524/? [04:54<00:00,  1.78it/s]\nEpoch 0: |          | 524/? [04:54<00:00,  1.78it/s]\nEpoch 0: |          | 525/? [04:55<00:00,  1.78it/s]\nEpoch 0: |          | 525/? [04:55<00:00,  1.78it/s]\nEpoch 0: |          | 526/? [04:55<00:00,  1.78it/s]\nEpoch 0: |          | 526/? [04:55<00:00,  1.78it/s]\nEpoch 0: |          | 527/? [04:56<00:00,  1.78it/s]\nEpoch 0: |          | 527/? [04:56<00:00,  1.78it/s]\nEpoch 0: |          | 528/? [04:56<00:00,  1.78it/s]\nEpoch 0: |          | 528/? [04:56<00:00,  1.78it/s]\nEpoch 0: |          | 529/? [04:57<00:00,  1.78it/s]\nEpoch 0: |          | 529/? [04:57<00:00,  1.78it/s]\nEpoch 0: |          | 530/? [04:57<00:00,  1.78it/s]\nEpoch 0: |          | 530/? [04:57<00:00,  1.78it/s]\nEpoch 0: |          | 531/? [04:58<00:00,  1.78it/s]\nEpoch 0: |          | 531/? [04:58<00:00,  1.78it/s]\nEpoch 0: |          | 532/? [04:58<00:00,  1.78it/s]\nEpoch 0: |          | 532/? [04:58<00:00,  1.78it/s]\nEpoch 0: |          | 533/? [04:59<00:00,  1.78it/s]\nEpoch 0: |          | 533/? [04:59<00:00,  1.78it/s]\nEpoch 0: |          | 534/? [04:59<00:00,  1.78it/s]\nEpoch 0: |          | 534/? [04:59<00:00,  1.78it/s]\nEpoch 0: |          | 535/? [05:00<00:00,  1.78it/s]\nEpoch 0: |          | 535/? [05:00<00:00,  1.78it/s]\nEpoch 0: |          | 536/? [05:00<00:00,  1.78it/s]\nEpoch 0: |          | 536/? [05:00<00:00,  1.78it/s]\nEpoch 0: |          | 537/? [05:01<00:00,  1.78it/s]\nEpoch 0: |          | 537/? [05:01<00:00,  1.78it/s]\nEpoch 0: |          | 538/? [05:01<00:00,  1.78it/s]\nEpoch 0: |          | 538/? [05:01<00:00,  1.78it/s]\nEpoch 0: |          | 539/? [05:02<00:00,  1.78it/s]\nEpoch 0: |          | 539/? [05:02<00:00,  1.78it/s]\nEpoch 0: |          | 540/? [05:02<00:00,  1.78it/s]\nEpoch 0: |          | 540/? [05:02<00:00,  1.78it/s]\nEpoch 0: |          | 541/? [05:03<00:00,  1.78it/s]\nEpoch 0: |          | 541/? [05:03<00:00,  1.78it/s]\nEpoch 0: |          | 542/? [05:03<00:00,  1.78it/s]\nEpoch 0: |          | 542/? [05:03<00:00,  1.78it/s]\nEpoch 0: |          | 543/? [05:04<00:00,  1.78it/s]\nEpoch 0: |          | 543/? [05:04<00:00,  1.78it/s]\nEpoch 0: |          | 544/? [05:04<00:00,  1.78it/s]\nEpoch 0: |          | 544/? [05:04<00:00,  1.78it/s]\nEpoch 0: |          | 545/? [05:05<00:00,  1.78it/s]\nEpoch 0: |          | 545/? [05:05<00:00,  1.78it/s]\nEpoch 0: |          | 546/? [05:05<00:00,  1.78it/s]\nEpoch 0: |          | 546/? [05:05<00:00,  1.78it/s]\nEpoch 0: |          | 547/? [05:06<00:00,  1.78it/s]\nEpoch 0: |          | 547/? [05:06<00:00,  1.78it/s]\nEpoch 0: |          | 548/? [05:06<00:00,  1.79it/s]\nEpoch 0: |          | 548/? [05:06<00:00,  1.79it/s]\nEpoch 0: |          | 549/? [05:07<00:00,  1.79it/s]\nEpoch 0: |          | 549/? [05:07<00:00,  1.79it/s]\nEpoch 0: |          | 550/? [05:08<00:00,  1.79it/s]\nEpoch 0: |          | 550/? [05:08<00:00,  1.79it/s]\nEpoch 0: |          | 551/? [05:08<00:00,  1.79it/s]\nEpoch 0: |          | 551/? [05:08<00:00,  1.79it/s]\nEpoch 0: |          | 552/? [05:09<00:00,  1.79it/s]\nEpoch 0: |          | 552/? [05:09<00:00,  1.79it/s]\nEpoch 0: |          | 553/? [05:09<00:00,  1.79it/s]\nEpoch 0: |          | 553/? [05:09<00:00,  1.79it/s]\nEpoch 0: |          | 554/? [05:10<00:00,  1.79it/s]\nEpoch 0: |          | 554/? [05:10<00:00,  1.79it/s]\nEpoch 0: |          | 555/? [05:10<00:00,  1.79it/s]\nEpoch 0: |          | 555/? [05:10<00:00,  1.79it/s]\nEpoch 0: |          | 556/? [05:11<00:00,  1.79it/s]\nEpoch 0: |          | 556/? [05:11<00:00,  1.79it/s]\nEpoch 0: |          | 557/? [05:11<00:00,  1.79it/s]\nEpoch 0: |          | 557/? [05:11<00:00,  1.79it/s]\nEpoch 0: |          | 558/? [05:12<00:00,  1.79it/s]\nEpoch 0: |          | 558/? [05:12<00:00,  1.79it/s]\nEpoch 0: |          | 559/? [05:12<00:00,  1.79it/s]\nEpoch 0: |          | 559/? [05:12<00:00,  1.79it/s]\nEpoch 0: |          | 560/? [05:13<00:00,  1.79it/s]\nEpoch 0: |          | 560/? [05:13<00:00,  1.79it/s]\nEpoch 0: |          | 561/? [05:13<00:00,  1.79it/s]\nEpoch 0: |          | 561/? [05:13<00:00,  1.79it/s]\nEpoch 0: |          | 562/? [05:14<00:00,  1.79it/s]\nEpoch 0: |          | 562/? [05:14<00:00,  1.79it/s]\nEpoch 0: |          | 563/? [05:14<00:00,  1.79it/s]\nEpoch 0: |          | 563/? [05:14<00:00,  1.79it/s]\nEpoch 0: |          | 564/? [05:15<00:00,  1.79it/s]\nEpoch 0: |          | 564/? [05:15<00:00,  1.79it/s]\nEpoch 0: |          | 565/? [05:15<00:00,  1.79it/s]\nEpoch 0: |          | 565/? [05:15<00:00,  1.79it/s]\nEpoch 0: |          | 566/? [05:16<00:00,  1.79it/s]\nEpoch 0: |          | 566/? [05:16<00:00,  1.79it/s]\nEpoch 0: |          | 567/? [05:16<00:00,  1.79it/s]\nEpoch 0: |          | 567/? [05:16<00:00,  1.79it/s]\nEpoch 0: |          | 568/? [05:17<00:00,  1.79it/s]\nEpoch 0: |          | 568/? [05:17<00:00,  1.79it/s]\nEpoch 0: |          | 569/? [05:18<00:00,  1.79it/s]\nEpoch 0: |          | 569/? [05:18<00:00,  1.79it/s]\nEpoch 0: |          | 570/? [05:18<00:00,  1.79it/s]\nEpoch 0: |          | 570/? [05:18<00:00,  1.79it/s]\nEpoch 0: |          | 571/? [05:19<00:00,  1.79it/s]\nEpoch 0: |          | 571/? [05:19<00:00,  1.79it/s]\nEpoch 0: |          | 572/? [05:19<00:00,  1.79it/s]\nEpoch 0: |          | 572/? [05:19<00:00,  1.79it/s]\nEpoch 0: |          | 573/? [05:20<00:00,  1.79it/s]\nEpoch 0: |          | 573/? [05:20<00:00,  1.79it/s]\nEpoch 0: |          | 574/? [05:20<00:00,  1.79it/s]\nEpoch 0: |          | 574/? [05:20<00:00,  1.79it/s]\nEpoch 0: |          | 575/? [05:21<00:00,  1.79it/s]\nEpoch 0: |          | 575/? [05:21<00:00,  1.79it/s]\nEpoch 0: |          | 576/? [05:21<00:00,  1.79it/s]\nEpoch 0: |          | 576/? [05:21<00:00,  1.79it/s]\nEpoch 0: |          | 577/? [05:22<00:00,  1.79it/s]\nEpoch 0: |          | 577/? [05:22<00:00,  1.79it/s]\nEpoch 0: |          | 578/? [05:23<00:00,  1.79it/s]\nEpoch 0: |          | 578/? [05:23<00:00,  1.79it/s]\nEpoch 0: |          | 579/? [05:23<00:00,  1.79it/s]\nEpoch 0: |          | 579/? [05:23<00:00,  1.79it/s]\nEpoch 0: |          | 580/? [05:24<00:00,  1.79it/s]\nEpoch 0: |          | 580/? [05:24<00:00,  1.79it/s]\nEpoch 0: |          | 581/? [05:24<00:00,  1.79it/s]\nEpoch 0: |          | 581/? [05:24<00:00,  1.79it/s]\nEpoch 0: |          | 582/? [05:25<00:00,  1.79it/s]\nEpoch 0: |          | 582/? [05:25<00:00,  1.79it/s]\nEpoch 0: |          | 583/? [05:25<00:00,  1.79it/s]\nEpoch 0: |          | 583/? [05:25<00:00,  1.79it/s]\nEpoch 0: |          | 584/? [05:26<00:00,  1.79it/s]\nEpoch 0: |          | 584/? [05:26<00:00,  1.79it/s]\nEpoch 0: |          | 585/? [05:26<00:00,  1.79it/s]\nEpoch 0: |          | 585/? [05:26<00:00,  1.79it/s]\nEpoch 0: |          | 586/? [05:27<00:00,  1.79it/s]\nEpoch 0: |          | 586/? [05:27<00:00,  1.79it/s]\nEpoch 0: |          | 587/? [05:28<00:00,  1.79it/s]\nEpoch 0: |          | 587/? [05:28<00:00,  1.79it/s]\nEpoch 0: |          | 588/? [05:28<00:00,  1.79it/s]\nEpoch 0: |          | 588/? [05:28<00:00,  1.79it/s]\nEpoch 0: |          | 589/? [05:29<00:00,  1.79it/s]\nEpoch 0: |          | 589/? [05:29<00:00,  1.79it/s]\nEpoch 0: |          | 590/? [05:29<00:00,  1.79it/s]\nEpoch 0: |          | 590/? [05:29<00:00,  1.79it/s]\nEpoch 0: |          | 591/? [05:30<00:00,  1.79it/s]\nEpoch 0: |          | 591/? [05:30<00:00,  1.79it/s]\nEpoch 0: |          | 592/? [05:30<00:00,  1.79it/s]\nEpoch 0: |          | 592/? [05:30<00:00,  1.79it/s]\nEpoch 0: |          | 593/? [05:31<00:00,  1.79it/s]\nEpoch 0: |          | 593/? [05:31<00:00,  1.79it/s]\nEpoch 0: |          | 594/? [05:31<00:00,  1.79it/s]\nEpoch 0: |          | 594/? [05:31<00:00,  1.79it/s]\nEpoch 0: |          | 595/? [05:32<00:00,  1.79it/s]\nEpoch 0: |          | 595/? [05:32<00:00,  1.79it/s]\nEpoch 0: |          | 596/? [05:32<00:00,  1.79it/s]\nEpoch 0: |          | 596/? [05:32<00:00,  1.79it/s]\nEpoch 0: |          | 597/? [05:33<00:00,  1.79it/s]\nEpoch 0: |          | 597/? [05:33<00:00,  1.79it/s]\nEpoch 0: |          | 598/? [05:33<00:00,  1.79it/s]\nEpoch 0: |          | 598/? [05:33<00:00,  1.79it/s]\nEpoch 0: |          | 599/? [05:34<00:00,  1.79it/s]\nEpoch 0: |          | 599/? [05:34<00:00,  1.79it/s]\nEpoch 0: |          | 600/? [05:35<00:00,  1.79it/s]\nEpoch 0: |          | 600/? [05:35<00:00,  1.79it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:01,  1.87it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.71it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:01<00:00,  1.74it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:02<00:00,  1.75it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 600/? [05:37<00:00,  1.78it/s]\nEpoch 0: |          | 601/? [05:37<00:00,  1.78it/s]\nEpoch 0: |          | 601/? [05:37<00:00,  1.78it/s]\nEpoch 0: |          | 602/? [05:38<00:00,  1.78it/s]\nEpoch 0: |          | 602/? [05:38<00:00,  1.78it/s]\nEpoch 0: |          | 603/? [05:39<00:00,  1.78it/s]\nEpoch 0: |          | 603/? [05:39<00:00,  1.78it/s]\nEpoch 0: |          | 604/? [05:39<00:00,  1.78it/s]\nEpoch 0: |          | 604/? [05:39<00:00,  1.78it/s]\nEpoch 0: |          | 605/? [05:40<00:00,  1.78it/s]\nEpoch 0: |          | 605/? [05:40<00:00,  1.78it/s]\nEpoch 0: |          | 606/? [05:40<00:00,  1.78it/s]\nEpoch 0: |          | 606/? [05:40<00:00,  1.78it/s]\nEpoch 0: |          | 607/? [05:41<00:00,  1.78it/s]\nEpoch 0: |          | 607/? [05:41<00:00,  1.78it/s]\nEpoch 0: |          | 608/? [05:41<00:00,  1.78it/s]\nEpoch 0: |          | 608/? [05:41<00:00,  1.78it/s]\nEpoch 0: |          | 609/? [05:42<00:00,  1.78it/s]\nEpoch 0: |          | 609/? [05:42<00:00,  1.78it/s]\nEpoch 0: |          | 610/? [05:42<00:00,  1.78it/s]\nEpoch 0: |          | 610/? [05:42<00:00,  1.78it/s]\nEpoch 0: |          | 611/? [05:43<00:00,  1.78it/s]\nEpoch 0: |          | 611/? [05:43<00:00,  1.78it/s]\nEpoch 0: |          | 612/? [05:43<00:00,  1.78it/s]\nEpoch 0: |          | 612/? [05:43<00:00,  1.78it/s]\nEpoch 0: |          | 613/? [05:44<00:00,  1.78it/s]\nEpoch 0: |          | 613/? [05:44<00:00,  1.78it/s]\nEpoch 0: |          | 614/? [05:44<00:00,  1.78it/s]\nEpoch 0: |          | 614/? [05:44<00:00,  1.78it/s]\nEpoch 0: |          | 615/? [05:45<00:00,  1.78it/s]\nEpoch 0: |          | 615/? [05:45<00:00,  1.78it/s]\nEpoch 0: |          | 616/? [05:46<00:00,  1.78it/s]\nEpoch 0: |          | 616/? [05:46<00:00,  1.78it/s]\nEpoch 0: |          | 617/? [05:46<00:00,  1.78it/s]\nEpoch 0: |          | 617/? [05:46<00:00,  1.78it/s]\nEpoch 0: |          | 618/? [05:47<00:00,  1.78it/s]\nEpoch 0: |          | 618/? [05:47<00:00,  1.78it/s]\nEpoch 0: |          | 619/? [05:47<00:00,  1.78it/s]\nEpoch 0: |          | 619/? [05:47<00:00,  1.78it/s]\nEpoch 0: |          | 620/? [05:48<00:00,  1.78it/s]\nEpoch 0: |          | 620/? [05:48<00:00,  1.78it/s]\nEpoch 0: |          | 621/? [05:48<00:00,  1.78it/s]\nEpoch 0: |          | 621/? [05:48<00:00,  1.78it/s]\nEpoch 0: |          | 622/? [05:49<00:00,  1.78it/s]\nEpoch 0: |          | 622/? [05:49<00:00,  1.78it/s]\nEpoch 0: |          | 623/? [05:49<00:00,  1.78it/s]\nEpoch 0: |          | 623/? [05:49<00:00,  1.78it/s]\nEpoch 0: |          | 624/? [05:50<00:00,  1.78it/s]\nEpoch 0: |          | 624/? [05:50<00:00,  1.78it/s]\nEpoch 0: |          | 625/? [05:51<00:00,  1.78it/s]\nEpoch 0: |          | 625/? [05:51<00:00,  1.78it/s]\nEpoch 0: |          | 626/? [05:51<00:00,  1.78it/s]\nEpoch 0: |          | 626/? [05:51<00:00,  1.78it/s]\nEpoch 0: |          | 627/? [05:52<00:00,  1.78it/s]\nEpoch 0: |          | 627/? [05:52<00:00,  1.78it/s]\nEpoch 0: |          | 628/? [05:52<00:00,  1.78it/s]\nEpoch 0: |          | 628/? [05:52<00:00,  1.78it/s]\nEpoch 0: |          | 629/? [05:53<00:00,  1.78it/s]\nEpoch 0: |          | 629/? [05:53<00:00,  1.78it/s]\nEpoch 0: |          | 630/? [05:53<00:00,  1.78it/s]\nEpoch 0: |          | 630/? [05:53<00:00,  1.78it/s]\nEpoch 0: |          | 631/? [05:54<00:00,  1.78it/s]\nEpoch 0: |          | 631/? [05:54<00:00,  1.78it/s]\nEpoch 0: |          | 632/? [05:54<00:00,  1.78it/s]\nEpoch 0: |          | 632/? [05:54<00:00,  1.78it/s]\nEpoch 0: |          | 633/? [05:55<00:00,  1.78it/s]\nEpoch 0: |          | 633/? [05:55<00:00,  1.78it/s]\nEpoch 0: |          | 634/? [05:55<00:00,  1.78it/s]\nEpoch 0: |          | 634/? [05:55<00:00,  1.78it/s]\nEpoch 0: |          | 635/? [05:56<00:00,  1.78it/s]\nEpoch 0: |          | 635/? [05:56<00:00,  1.78it/s]\nEpoch 0: |          | 636/? [05:56<00:00,  1.78it/s]\nEpoch 0: |          | 636/? [05:56<00:00,  1.78it/s]\nEpoch 0: |          | 637/? [05:57<00:00,  1.78it/s]\nEpoch 0: |          | 637/? [05:57<00:00,  1.78it/s]\nEpoch 0: |          | 638/? [05:58<00:00,  1.78it/s]\nEpoch 0: |          | 638/? [05:58<00:00,  1.78it/s]\nEpoch 0: |          | 639/? [05:58<00:00,  1.78it/s]\nEpoch 0: |          | 639/? [05:58<00:00,  1.78it/s]\nEpoch 0: |          | 640/? [05:59<00:00,  1.78it/s]\nEpoch 0: |          | 640/? [05:59<00:00,  1.78it/s]\nEpoch 0: |          | 641/? [05:59<00:00,  1.78it/s]\nEpoch 0: |          | 641/? [05:59<00:00,  1.78it/s]\nEpoch 0: |          | 642/? [06:00<00:00,  1.78it/s]\nEpoch 0: |          | 642/? [06:00<00:00,  1.78it/s]\nEpoch 0: |          | 643/? [06:00<00:00,  1.78it/s]\nEpoch 0: |          | 643/? [06:00<00:00,  1.78it/s]\nEpoch 0: |          | 644/? [06:01<00:00,  1.78it/s]\nEpoch 0: |          | 644/? [06:01<00:00,  1.78it/s]\nEpoch 0: |          | 645/? [06:01<00:00,  1.78it/s]\nEpoch 0: |          | 645/? [06:01<00:00,  1.78it/s]\nEpoch 0: |          | 646/? [06:02<00:00,  1.78it/s]\nEpoch 0: |          | 646/? [06:02<00:00,  1.78it/s]\nEpoch 0: |          | 647/? [06:02<00:00,  1.78it/s]\nEpoch 0: |          | 647/? [06:02<00:00,  1.78it/s]\nEpoch 0: |          | 648/? [06:03<00:00,  1.78it/s]\nEpoch 0: |          | 648/? [06:03<00:00,  1.78it/s]\nEpoch 0: |          | 649/? [06:04<00:00,  1.78it/s]\nEpoch 0: |          | 649/? [06:04<00:00,  1.78it/s]\nEpoch 0: |          | 650/? [06:04<00:00,  1.78it/s]\nEpoch 0: |          | 650/? [06:04<00:00,  1.78it/s]\nEpoch 0: |          | 651/? [06:05<00:00,  1.78it/s]\nEpoch 0: |          | 651/? [06:05<00:00,  1.78it/s]\nEpoch 0: |          | 652/? [06:05<00:00,  1.78it/s]\nEpoch 0: |          | 652/? [06:05<00:00,  1.78it/s]\nEpoch 0: |          | 653/? [06:06<00:00,  1.78it/s]\nEpoch 0: |          | 653/? [06:06<00:00,  1.78it/s]\nEpoch 0: |          | 654/? [06:06<00:00,  1.78it/s]\nEpoch 0: |          | 654/? [06:06<00:00,  1.78it/s]\nEpoch 0: |          | 655/? [06:07<00:00,  1.78it/s]\nEpoch 0: |          | 655/? [06:07<00:00,  1.78it/s]\nEpoch 0: |          | 656/? [06:07<00:00,  1.78it/s]\nEpoch 0: |          | 656/? [06:07<00:00,  1.78it/s]\nEpoch 0: |          | 657/? [06:08<00:00,  1.78it/s]\nEpoch 0: |          | 657/? [06:08<00:00,  1.78it/s]\nEpoch 0: |          | 658/? [06:08<00:00,  1.78it/s]\nEpoch 0: |          | 658/? [06:08<00:00,  1.78it/s]\nEpoch 0: |          | 659/? [06:09<00:00,  1.78it/s]\nEpoch 0: |          | 659/? [06:09<00:00,  1.78it/s]\nEpoch 0: |          | 660/? [06:10<00:00,  1.78it/s]\nEpoch 0: |          | 660/? [06:10<00:00,  1.78it/s]\nEpoch 0: |          | 661/? [06:10<00:00,  1.78it/s]\nEpoch 0: |          | 661/? [06:10<00:00,  1.78it/s]\nEpoch 0: |          | 662/? [06:11<00:00,  1.78it/s]\nEpoch 0: |          | 662/? [06:11<00:00,  1.78it/s]\nEpoch 0: |          | 663/? [06:11<00:00,  1.78it/s]\nEpoch 0: |          | 663/? [06:11<00:00,  1.78it/s]\nEpoch 0: |          | 664/? [06:12<00:00,  1.78it/s]\nEpoch 0: |          | 664/? [06:12<00:00,  1.78it/s]\nEpoch 0: |          | 665/? [06:12<00:00,  1.78it/s]\nEpoch 0: |          | 665/? [06:12<00:00,  1.78it/s]\nEpoch 0: |          | 666/? [06:13<00:00,  1.78it/s]\nEpoch 0: |          | 666/? [06:13<00:00,  1.78it/s]\nEpoch 0: |          | 667/? [06:13<00:00,  1.78it/s]\nEpoch 0: |          | 667/? [06:13<00:00,  1.78it/s]\nEpoch 0: |          | 668/? [06:14<00:00,  1.78it/s]\nEpoch 0: |          | 668/? [06:14<00:00,  1.78it/s]\nEpoch 0: |          | 669/? [06:15<00:00,  1.78it/s]\nEpoch 0: |          | 669/? [06:15<00:00,  1.78it/s]\nEpoch 0: |          | 670/? [06:15<00:00,  1.78it/s]\nEpoch 0: |          | 670/? [06:15<00:00,  1.78it/s]\nEpoch 0: |          | 671/? [06:16<00:00,  1.78it/s]\nEpoch 0: |          | 671/? [06:16<00:00,  1.78it/s]\nEpoch 0: |          | 672/? [06:16<00:00,  1.78it/s]\nEpoch 0: |          | 672/? [06:16<00:00,  1.78it/s]\nEpoch 0: |          | 673/? [06:17<00:00,  1.78it/s]\nEpoch 0: |          | 673/? [06:17<00:00,  1.78it/s]\nEpoch 0: |          | 674/? [06:17<00:00,  1.78it/s]\nEpoch 0: |          | 674/? [06:17<00:00,  1.78it/s]\nEpoch 0: |          | 675/? [06:18<00:00,  1.78it/s]\nEpoch 0: |          | 675/? [06:18<00:00,  1.78it/s]\nEpoch 0: |          | 676/? [06:18<00:00,  1.78it/s]\nEpoch 0: |          | 676/? [06:18<00:00,  1.78it/s]\nEpoch 0: |          | 677/? [06:19<00:00,  1.78it/s]\nEpoch 0: |          | 677/? [06:19<00:00,  1.78it/s]\nEpoch 0: |          | 678/? [06:20<00:00,  1.78it/s]\nEpoch 0: |          | 678/? [06:20<00:00,  1.78it/s]\nEpoch 0: |          | 679/? [06:20<00:00,  1.78it/s]\nEpoch 0: |          | 679/? [06:20<00:00,  1.78it/s]\nEpoch 0: |          | 680/? [06:21<00:00,  1.78it/s]\nEpoch 0: |          | 680/? [06:21<00:00,  1.78it/s]\nEpoch 0: |          | 681/? [06:21<00:00,  1.78it/s]\nEpoch 0: |          | 681/? [06:21<00:00,  1.78it/s]\nEpoch 0: |          | 682/? [06:22<00:00,  1.78it/s]\nEpoch 0: |          | 682/? [06:22<00:00,  1.78it/s]\nEpoch 0: |          | 683/? [06:22<00:00,  1.78it/s]\nEpoch 0: |          | 683/? [06:22<00:00,  1.78it/s]\nEpoch 0: |          | 684/? [06:23<00:00,  1.78it/s]\nEpoch 0: |          | 684/? [06:23<00:00,  1.78it/s]\nEpoch 0: |          | 685/? [06:23<00:00,  1.78it/s]\nEpoch 0: |          | 685/? [06:23<00:00,  1.78it/s]\nEpoch 0: |          | 686/? [06:24<00:00,  1.78it/s]\nEpoch 0: |          | 686/? [06:24<00:00,  1.78it/s]\nEpoch 0: |          | 687/? [06:25<00:00,  1.78it/s]\nEpoch 0: |          | 687/? [06:25<00:00,  1.78it/s]\nEpoch 0: |          | 688/? [06:25<00:00,  1.78it/s]\nEpoch 0: |          | 688/? [06:25<00:00,  1.78it/s]\nEpoch 0: |          | 689/? [06:26<00:00,  1.78it/s]\nEpoch 0: |          | 689/? [06:26<00:00,  1.78it/s]\nEpoch 0: |          | 690/? [06:26<00:00,  1.78it/s]\nEpoch 0: |          | 690/? [06:26<00:00,  1.78it/s]\nEpoch 0: |          | 691/? [06:27<00:00,  1.78it/s]\nEpoch 0: |          | 691/? [06:27<00:00,  1.78it/s]\nEpoch 0: |          | 692/? [06:27<00:00,  1.78it/s]\nEpoch 0: |          | 692/? [06:27<00:00,  1.78it/s]\nEpoch 0: |          | 693/? [06:28<00:00,  1.78it/s]\nEpoch 0: |          | 693/? [06:28<00:00,  1.78it/s]\nEpoch 0: |          | 694/? [06:28<00:00,  1.78it/s]\nEpoch 0: |          | 694/? [06:28<00:00,  1.78it/s]\nEpoch 0: |          | 695/? [06:29<00:00,  1.78it/s]\nEpoch 0: |          | 695/? [06:29<00:00,  1.78it/s]\nEpoch 0: |          | 696/? [06:30<00:00,  1.78it/s]\nEpoch 0: |          | 696/? [06:30<00:00,  1.78it/s]\nEpoch 0: |          | 697/? [06:30<00:00,  1.78it/s]\nEpoch 0: |          | 697/? [06:30<00:00,  1.78it/s]\nEpoch 0: |          | 698/? [06:31<00:00,  1.78it/s]\nEpoch 0: |          | 698/? [06:31<00:00,  1.78it/s]\nEpoch 0: |          | 699/? [06:31<00:00,  1.78it/s]\nEpoch 0: |          | 699/? [06:31<00:00,  1.78it/s]\nEpoch 0: |          | 700/? [06:32<00:00,  1.78it/s]\nEpoch 0: |          | 700/? [06:32<00:00,  1.78it/s]\nEpoch 0: |          | 701/? [06:32<00:00,  1.78it/s]\nEpoch 0: |          | 701/? [06:32<00:00,  1.78it/s]\nEpoch 0: |          | 702/? [06:33<00:00,  1.78it/s]\nEpoch 0: |          | 702/? [06:33<00:00,  1.78it/s]\nEpoch 0: |          | 703/? [06:34<00:00,  1.78it/s]\nEpoch 0: |          | 703/? [06:34<00:00,  1.78it/s]\nEpoch 0: |          | 704/? [06:34<00:00,  1.78it/s]\nEpoch 0: |          | 704/? [06:34<00:00,  1.78it/s]\nEpoch 0: |          | 705/? [06:35<00:00,  1.78it/s]\nEpoch 0: |          | 705/? [06:35<00:00,  1.78it/s]\nEpoch 0: |          | 706/? [06:35<00:00,  1.78it/s]\nEpoch 0: |          | 706/? [06:35<00:00,  1.78it/s]\nEpoch 0: |          | 707/? [06:36<00:00,  1.78it/s]\nEpoch 0: |          | 707/? [06:36<00:00,  1.78it/s]\nEpoch 0: |          | 708/? [06:36<00:00,  1.78it/s]\nEpoch 0: |          | 708/? [06:36<00:00,  1.78it/s]\nEpoch 0: |          | 709/? [06:37<00:00,  1.78it/s]\nEpoch 0: |          | 709/? [06:37<00:00,  1.78it/s]\nEpoch 0: |          | 710/? [06:37<00:00,  1.78it/s]\nEpoch 0: |          | 710/? [06:37<00:00,  1.78it/s]\nEpoch 0: |          | 711/? [06:38<00:00,  1.78it/s]\nEpoch 0: |          | 711/? [06:38<00:00,  1.78it/s]\nEpoch 0: |          | 712/? [06:39<00:00,  1.78it/s]\nEpoch 0: |          | 712/? [06:39<00:00,  1.78it/s]\nEpoch 0: |          | 713/? [06:39<00:00,  1.78it/s]\nEpoch 0: |          | 713/? [06:39<00:00,  1.78it/s]\nEpoch 0: |          | 714/? [06:40<00:00,  1.78it/s]\nEpoch 0: |          | 714/? [06:40<00:00,  1.78it/s]\nEpoch 0: |          | 715/? [06:40<00:00,  1.78it/s]\nEpoch 0: |          | 715/? [06:40<00:00,  1.78it/s]\nEpoch 0: |          | 716/? [06:41<00:00,  1.78it/s]\nEpoch 0: |          | 716/? [06:41<00:00,  1.78it/s]\nEpoch 0: |          | 717/? [06:41<00:00,  1.78it/s]\nEpoch 0: |          | 717/? [06:41<00:00,  1.78it/s]\nEpoch 0: |          | 718/? [06:42<00:00,  1.78it/s]\nEpoch 0: |          | 718/? [06:42<00:00,  1.78it/s]\nEpoch 0: |          | 719/? [06:43<00:00,  1.78it/s]\nEpoch 0: |          | 719/? [06:43<00:00,  1.78it/s]\nEpoch 0: |          | 720/? [06:43<00:00,  1.78it/s]\nEpoch 0: |          | 720/? [06:43<00:00,  1.78it/s]\nEpoch 0: |          | 721/? [06:44<00:00,  1.78it/s]\nEpoch 0: |          | 721/? [06:44<00:00,  1.78it/s]\nEpoch 0: |          | 722/? [06:44<00:00,  1.78it/s]\nEpoch 0: |          | 722/? [06:44<00:00,  1.78it/s]\nEpoch 0: |          | 723/? [06:45<00:00,  1.78it/s]\nEpoch 0: |          | 723/? [06:45<00:00,  1.78it/s]\nEpoch 0: |          | 724/? [06:45<00:00,  1.78it/s]\nEpoch 0: |          | 724/? [06:45<00:00,  1.78it/s]\nEpoch 0: |          | 725/? [06:46<00:00,  1.78it/s]\nEpoch 0: |          | 725/? [06:46<00:00,  1.78it/s]\nEpoch 0: |          | 726/? [06:46<00:00,  1.78it/s]\nEpoch 0: |          | 726/? [06:46<00:00,  1.78it/s]\nEpoch 0: |          | 727/? [06:47<00:00,  1.78it/s]\nEpoch 0: |          | 727/? [06:47<00:00,  1.78it/s]\nEpoch 0: |          | 728/? [06:48<00:00,  1.78it/s]\nEpoch 0: |          | 728/? [06:48<00:00,  1.78it/s]\nEpoch 0: |          | 729/? [06:48<00:00,  1.78it/s]\nEpoch 0: |          | 729/? [06:48<00:00,  1.78it/s]\nEpoch 0: |          | 730/? [06:49<00:00,  1.78it/s]\nEpoch 0: |          | 730/? [06:49<00:00,  1.78it/s]\nEpoch 0: |          | 731/? [06:49<00:00,  1.78it/s]\nEpoch 0: |          | 731/? [06:49<00:00,  1.78it/s]\nEpoch 0: |          | 732/? [06:50<00:00,  1.78it/s]\nEpoch 0: |          | 732/? [06:50<00:00,  1.78it/s]\nEpoch 0: |          | 733/? [06:50<00:00,  1.78it/s]\nEpoch 0: |          | 733/? [06:50<00:00,  1.78it/s]\nEpoch 0: |          | 734/? [06:51<00:00,  1.78it/s]\nEpoch 0: |          | 734/? [06:51<00:00,  1.78it/s]\nEpoch 0: |          | 735/? [06:52<00:00,  1.78it/s]\nEpoch 0: |          | 735/? [06:52<00:00,  1.78it/s]\nEpoch 0: |          | 736/? [06:52<00:00,  1.78it/s]\nEpoch 0: |          | 736/? [06:52<00:00,  1.78it/s]\nEpoch 0: |          | 737/? [06:53<00:00,  1.78it/s]\nEpoch 0: |          | 737/? [06:53<00:00,  1.78it/s]\nEpoch 0: |          | 738/? [06:53<00:00,  1.78it/s]\nEpoch 0: |          | 738/? [06:53<00:00,  1.78it/s]\nEpoch 0: |          | 739/? [06:54<00:00,  1.78it/s]\nEpoch 0: |          | 739/? [06:54<00:00,  1.78it/s]\nEpoch 0: |          | 740/? [06:54<00:00,  1.78it/s]\nEpoch 0: |          | 740/? [06:54<00:00,  1.78it/s]\nEpoch 0: |          | 741/? [06:55<00:00,  1.78it/s]\nEpoch 0: |          | 741/? [06:55<00:00,  1.78it/s]\nEpoch 0: |          | 742/? [06:56<00:00,  1.78it/s]\nEpoch 0: |          | 742/? [06:56<00:00,  1.78it/s]\nEpoch 0: |          | 743/? [06:56<00:00,  1.78it/s]\nEpoch 0: |          | 743/? [06:56<00:00,  1.78it/s]\nEpoch 0: |          | 744/? [06:57<00:00,  1.78it/s]\nEpoch 0: |          | 744/? [06:57<00:00,  1.78it/s]\nEpoch 0: |          | 745/? [06:57<00:00,  1.78it/s]\nEpoch 0: |          | 745/? [06:57<00:00,  1.78it/s]\nEpoch 0: |          | 746/? [06:58<00:00,  1.78it/s]\nEpoch 0: |          | 746/? [06:58<00:00,  1.78it/s]\nEpoch 0: |          | 747/? [06:58<00:00,  1.78it/s]\nEpoch 0: |          | 747/? [06:58<00:00,  1.78it/s]\nEpoch 0: |          | 748/? [06:59<00:00,  1.78it/s]\nEpoch 0: |          | 748/? [06:59<00:00,  1.78it/s]\nEpoch 0: |          | 749/? [07:00<00:00,  1.78it/s]\nEpoch 0: |          | 749/? [07:00<00:00,  1.78it/s]\nEpoch 0: |          | 750/? [07:00<00:00,  1.78it/s]\nEpoch 0: |          | 750/? [07:00<00:00,  1.78it/s]\nEpoch 0: |          | 751/? [07:01<00:00,  1.78it/s]\nEpoch 0: |          | 751/? [07:01<00:00,  1.78it/s]\nEpoch 0: |          | 752/? [07:01<00:00,  1.78it/s]\nEpoch 0: |          | 752/? [07:01<00:00,  1.78it/s]\nEpoch 0: |          | 753/? [07:02<00:00,  1.78it/s]\nEpoch 0: |          | 753/? [07:02<00:00,  1.78it/s]\nEpoch 0: |          | 754/? [07:02<00:00,  1.78it/s]\nEpoch 0: |          | 754/? [07:02<00:00,  1.78it/s]\nEpoch 0: |          | 755/? [07:03<00:00,  1.78it/s]\nEpoch 0: |          | 755/? [07:03<00:00,  1.78it/s]\nEpoch 0: |          | 756/? [07:04<00:00,  1.78it/s]\nEpoch 0: |          | 756/? [07:04<00:00,  1.78it/s]\nEpoch 0: |          | 757/? [07:04<00:00,  1.78it/s]\nEpoch 0: |          | 757/? [07:04<00:00,  1.78it/s]\nEpoch 0: |          | 758/? [07:05<00:00,  1.78it/s]\nEpoch 0: |          | 758/? [07:05<00:00,  1.78it/s]\nEpoch 0: |          | 759/? [07:05<00:00,  1.78it/s]\nEpoch 0: |          | 759/? [07:05<00:00,  1.78it/s]\nEpoch 0: |          | 760/? [07:06<00:00,  1.78it/s]\nEpoch 0: |          | 760/? [07:06<00:00,  1.78it/s]\nEpoch 0: |          | 761/? [07:06<00:00,  1.78it/s]\nEpoch 0: |          | 761/? [07:06<00:00,  1.78it/s]\nEpoch 0: |          | 762/? [07:07<00:00,  1.78it/s]\nEpoch 0: |          | 762/? [07:07<00:00,  1.78it/s]\nEpoch 0: |          | 763/? [07:08<00:00,  1.78it/s]\nEpoch 0: |          | 763/? [07:08<00:00,  1.78it/s]\nEpoch 0: |          | 764/? [07:08<00:00,  1.78it/s]\nEpoch 0: |          | 764/? [07:08<00:00,  1.78it/s]\nEpoch 0: |          | 765/? [07:09<00:00,  1.78it/s]\nEpoch 0: |          | 765/? [07:09<00:00,  1.78it/s]\nEpoch 0: |          | 766/? [07:09<00:00,  1.78it/s]\nEpoch 0: |          | 766/? [07:09<00:00,  1.78it/s]\nEpoch 0: |          | 767/? [07:10<00:00,  1.78it/s]\nEpoch 0: |          | 767/? [07:10<00:00,  1.78it/s]\nEpoch 0: |          | 768/? [07:10<00:00,  1.78it/s]\nEpoch 0: |          | 768/? [07:10<00:00,  1.78it/s]\nEpoch 0: |          | 769/? [07:11<00:00,  1.78it/s]\nEpoch 0: |          | 769/? [07:11<00:00,  1.78it/s]\nEpoch 0: |          | 770/? [07:11<00:00,  1.78it/s]\nEpoch 0: |          | 770/? [07:11<00:00,  1.78it/s]\nEpoch 0: |          | 771/? [07:12<00:00,  1.78it/s]\nEpoch 0: |          | 771/? [07:12<00:00,  1.78it/s]\nEpoch 0: |          | 772/? [07:13<00:00,  1.78it/s]\nEpoch 0: |          | 772/? [07:13<00:00,  1.78it/s]\nEpoch 0: |          | 773/? [07:13<00:00,  1.78it/s]\nEpoch 0: |          | 773/? [07:13<00:00,  1.78it/s]\nEpoch 0: |          | 774/? [07:14<00:00,  1.78it/s]\nEpoch 0: |          | 774/? [07:14<00:00,  1.78it/s]\nEpoch 0: |          | 775/? [07:14<00:00,  1.78it/s]\nEpoch 0: |          | 775/? [07:14<00:00,  1.78it/s]\nEpoch 0: |          | 776/? [07:15<00:00,  1.78it/s]\nEpoch 0: |          | 776/? [07:15<00:00,  1.78it/s]\nEpoch 0: |          | 777/? [07:15<00:00,  1.78it/s]\nEpoch 0: |          | 777/? [07:15<00:00,  1.78it/s]\nEpoch 0: |          | 778/? [07:16<00:00,  1.78it/s]\nEpoch 0: |          | 778/? [07:16<00:00,  1.78it/s]\nEpoch 0: |          | 779/? [07:17<00:00,  1.78it/s]\nEpoch 0: |          | 779/? [07:17<00:00,  1.78it/s]\nEpoch 0: |          | 780/? [07:17<00:00,  1.78it/s]\nEpoch 0: |          | 780/? [07:17<00:00,  1.78it/s]\nEpoch 0: |          | 781/? [07:18<00:00,  1.78it/s]\nEpoch 0: |          | 781/? [07:18<00:00,  1.78it/s]\nEpoch 0: |          | 782/? [07:18<00:00,  1.78it/s]\nEpoch 0: |          | 782/? [07:18<00:00,  1.78it/s]\nEpoch 0: |          | 783/? [07:19<00:00,  1.78it/s]\nEpoch 0: |          | 783/? [07:19<00:00,  1.78it/s]\nEpoch 0: |          | 784/? [07:20<00:00,  1.78it/s]\nEpoch 0: |          | 784/? [07:20<00:00,  1.78it/s]\nEpoch 0: |          | 785/? [07:20<00:00,  1.78it/s]\nEpoch 0: |          | 785/? [07:20<00:00,  1.78it/s]\nEpoch 0: |          | 786/? [07:21<00:00,  1.78it/s]\nEpoch 0: |          | 786/? [07:21<00:00,  1.78it/s]\nEpoch 0: |          | 787/? [07:21<00:00,  1.78it/s]\nEpoch 0: |          | 787/? [07:21<00:00,  1.78it/s]\nEpoch 0: |          | 788/? [07:22<00:00,  1.78it/s]\nEpoch 0: |          | 788/? [07:22<00:00,  1.78it/s]\nEpoch 0: |          | 789/? [07:22<00:00,  1.78it/s]\nEpoch 0: |          | 789/? [07:22<00:00,  1.78it/s]\nEpoch 0: |          | 790/? [07:23<00:00,  1.78it/s]\nEpoch 0: |          | 790/? [07:23<00:00,  1.78it/s]\nEpoch 0: |          | 791/? [07:24<00:00,  1.78it/s]\nEpoch 0: |          | 791/? [07:24<00:00,  1.78it/s]\nEpoch 0: |          | 792/? [07:24<00:00,  1.78it/s]\nEpoch 0: |          | 792/? [07:24<00:00,  1.78it/s]\nEpoch 0: |          | 793/? [07:25<00:00,  1.78it/s]\nEpoch 0: |          | 793/? [07:25<00:00,  1.78it/s]\nEpoch 0: |          | 794/? [07:25<00:00,  1.78it/s]\nEpoch 0: |          | 794/? [07:25<00:00,  1.78it/s]\nEpoch 0: |          | 795/? [07:26<00:00,  1.78it/s]\nEpoch 0: |          | 795/? [07:26<00:00,  1.78it/s]\nEpoch 0: |          | 796/? [07:26<00:00,  1.78it/s]\nEpoch 0: |          | 796/? [07:26<00:00,  1.78it/s]\nEpoch 0: |          | 797/? [07:27<00:00,  1.78it/s]\nEpoch 0: |          | 797/? [07:27<00:00,  1.78it/s]\nEpoch 0: |          | 798/? [07:28<00:00,  1.78it/s]\nEpoch 0: |          | 798/? [07:28<00:00,  1.78it/s]\nEpoch 0: |          | 799/? [07:28<00:00,  1.78it/s]\nEpoch 0: |          | 799/? [07:28<00:00,  1.78it/s]\nEpoch 0: |          | 800/? [07:29<00:00,  1.78it/s]\nEpoch 0: |          | 800/? [07:29<00:00,  1.78it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:01,  1.51it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.38it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:02<00:00,  1.39it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:02<00:00,  1.41it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 800/? [07:32<00:00,  1.77it/s]\nEpoch 0: |          | 801/? [07:32<00:00,  1.77it/s]\nEpoch 0: |          | 801/? [07:32<00:00,  1.77it/s]\nEpoch 0: |          | 802/? [07:33<00:00,  1.77it/s]\nEpoch 0: |          | 802/? [07:33<00:00,  1.77it/s]\nEpoch 0: |          | 803/? [07:33<00:00,  1.77it/s]\nEpoch 0: |          | 803/? [07:33<00:00,  1.77it/s]\nEpoch 0: |          | 804/? [07:34<00:00,  1.77it/s]\nEpoch 0: |          | 804/? [07:34<00:00,  1.77it/s]\nEpoch 0: |          | 805/? [07:34<00:00,  1.77it/s]\nEpoch 0: |          | 805/? [07:34<00:00,  1.77it/s]\nEpoch 0: |          | 806/? [07:35<00:00,  1.77it/s]\nEpoch 0: |          | 806/? [07:35<00:00,  1.77it/s]\nEpoch 0: |          | 807/? [07:36<00:00,  1.77it/s]\nEpoch 0: |          | 807/? [07:36<00:00,  1.77it/s]\nEpoch 0: |          | 808/? [07:36<00:00,  1.77it/s]\nEpoch 0: |          | 808/? [07:36<00:00,  1.77it/s]\nEpoch 0: |          | 809/? [07:37<00:00,  1.77it/s]\nEpoch 0: |          | 809/? [07:37<00:00,  1.77it/s]\nEpoch 0: |          | 810/? [07:37<00:00,  1.77it/s]\nEpoch 0: |          | 810/? [07:37<00:00,  1.77it/s]\nEpoch 0: |          | 811/? [07:38<00:00,  1.77it/s]\nEpoch 0: |          | 811/? [07:38<00:00,  1.77it/s]\nEpoch 0: |          | 812/? [07:39<00:00,  1.77it/s]\nEpoch 0: |          | 812/? [07:39<00:00,  1.77it/s]\nEpoch 0: |          | 813/? [07:39<00:00,  1.77it/s]\nEpoch 0: |          | 813/? [07:39<00:00,  1.77it/s]\nEpoch 0: |          | 814/? [07:40<00:00,  1.77it/s]\nEpoch 0: |          | 814/? [07:40<00:00,  1.77it/s]\nEpoch 0: |          | 815/? [07:40<00:00,  1.77it/s]\nEpoch 0: |          | 815/? [07:40<00:00,  1.77it/s]\nEpoch 0: |          | 816/? [07:41<00:00,  1.77it/s]\nEpoch 0: |          | 816/? [07:41<00:00,  1.77it/s]\nEpoch 0: |          | 817/? [07:41<00:00,  1.77it/s]\nEpoch 0: |          | 817/? [07:41<00:00,  1.77it/s]\nEpoch 0: |          | 818/? [07:42<00:00,  1.77it/s]\nEpoch 0: |          | 818/? [07:42<00:00,  1.77it/s]\nEpoch 0: |          | 819/? [07:43<00:00,  1.77it/s]\nEpoch 0: |          | 819/? [07:43<00:00,  1.77it/s]\nEpoch 0: |          | 820/? [07:43<00:00,  1.77it/s]\nEpoch 0: |          | 820/? [07:43<00:00,  1.77it/s]\nEpoch 0: |          | 821/? [07:44<00:00,  1.77it/s]\nEpoch 0: |          | 821/? [07:44<00:00,  1.77it/s]\nEpoch 0: |          | 822/? [07:44<00:00,  1.77it/s]\nEpoch 0: |          | 822/? [07:44<00:00,  1.77it/s]\nEpoch 0: |          | 823/? [07:45<00:00,  1.77it/s]\nEpoch 0: |          | 823/? [07:45<00:00,  1.77it/s]\nEpoch 0: |          | 824/? [07:45<00:00,  1.77it/s]\nEpoch 0: |          | 824/? [07:45<00:00,  1.77it/s]\nEpoch 0: |          | 825/? [07:46<00:00,  1.77it/s]\nEpoch 0: |          | 825/? [07:46<00:00,  1.77it/s]\nEpoch 0: |          | 826/? [07:47<00:00,  1.77it/s]\nEpoch 0: |          | 826/? [07:47<00:00,  1.77it/s]\nEpoch 0: |          | 827/? [07:47<00:00,  1.77it/s]\nEpoch 0: |          | 827/? [07:47<00:00,  1.77it/s]\nEpoch 0: |          | 828/? [07:48<00:00,  1.77it/s]\nEpoch 0: |          | 828/? [07:48<00:00,  1.77it/s]\nEpoch 0: |          | 829/? [07:48<00:00,  1.77it/s]\nEpoch 0: |          | 829/? [07:48<00:00,  1.77it/s]\nEpoch 0: |          | 830/? [07:49<00:00,  1.77it/s]\nEpoch 0: |          | 830/? [07:49<00:00,  1.77it/s]\nEpoch 0: |          | 831/? [07:49<00:00,  1.77it/s]\nEpoch 0: |          | 831/? [07:49<00:00,  1.77it/s]\nEpoch 0: |          | 832/? [07:50<00:00,  1.77it/s]\nEpoch 0: |          | 832/? [07:50<00:00,  1.77it/s]\nEpoch 0: |          | 833/? [07:50<00:00,  1.77it/s]\nEpoch 0: |          | 833/? [07:50<00:00,  1.77it/s]\nEpoch 0: |          | 834/? [07:51<00:00,  1.77it/s]\nEpoch 0: |          | 834/? [07:51<00:00,  1.77it/s]\nEpoch 0: |          | 835/? [07:52<00:00,  1.77it/s]\nEpoch 0: |          | 835/? [07:52<00:00,  1.77it/s]\nEpoch 0: |          | 836/? [07:52<00:00,  1.77it/s]\nEpoch 0: |          | 836/? [07:52<00:00,  1.77it/s]\nEpoch 0: |          | 837/? [07:53<00:00,  1.77it/s]\nEpoch 0: |          | 837/? [07:53<00:00,  1.77it/s]\nEpoch 0: |          | 838/? [07:53<00:00,  1.77it/s]\nEpoch 0: |          | 838/? [07:53<00:00,  1.77it/s]\nEpoch 0: |          | 839/? [07:54<00:00,  1.77it/s]\nEpoch 0: |          | 839/? [07:54<00:00,  1.77it/s]\nEpoch 0: |          | 840/? [07:54<00:00,  1.77it/s]\nEpoch 0: |          | 840/? [07:54<00:00,  1.77it/s]\nEpoch 0: |          | 841/? [07:55<00:00,  1.77it/s]\nEpoch 0: |          | 841/? [07:55<00:00,  1.77it/s]\nEpoch 0: |          | 842/? [07:56<00:00,  1.77it/s]\nEpoch 0: |          | 842/? [07:56<00:00,  1.77it/s]\nEpoch 0: |          | 843/? [07:56<00:00,  1.77it/s]\nEpoch 0: |          | 843/? [07:56<00:00,  1.77it/s]\nEpoch 0: |          | 844/? [07:57<00:00,  1.77it/s]\nEpoch 0: |          | 844/? [07:57<00:00,  1.77it/s]\nEpoch 0: |          | 845/? [07:57<00:00,  1.77it/s]\nEpoch 0: |          | 845/? [07:57<00:00,  1.77it/s]\nEpoch 0: |          | 846/? [07:58<00:00,  1.77it/s]\nEpoch 0: |          | 846/? [07:58<00:00,  1.77it/s]\nEpoch 0: |          | 847/? [07:58<00:00,  1.77it/s]\nEpoch 0: |          | 847/? [07:58<00:00,  1.77it/s]\nEpoch 0: |          | 848/? [07:59<00:00,  1.77it/s]\nEpoch 0: |          | 848/? [07:59<00:00,  1.77it/s]\nEpoch 0: |          | 849/? [08:00<00:00,  1.77it/s]\nEpoch 0: |          | 849/? [08:00<00:00,  1.77it/s]\nEpoch 0: |          | 850/? [08:00<00:00,  1.77it/s]\nEpoch 0: |          | 850/? [08:00<00:00,  1.77it/s]\nEpoch 0: |          | 851/? [08:01<00:00,  1.77it/s]\nEpoch 0: |          | 851/? [08:01<00:00,  1.77it/s]\nEpoch 0: |          | 852/? [08:01<00:00,  1.77it/s]\nEpoch 0: |          | 852/? [08:01<00:00,  1.77it/s]\nEpoch 0: |          | 853/? [08:02<00:00,  1.77it/s]\nEpoch 0: |          | 853/? [08:02<00:00,  1.77it/s]\nEpoch 0: |          | 854/? [08:03<00:00,  1.77it/s]\nEpoch 0: |          | 854/? [08:03<00:00,  1.77it/s]\nEpoch 0: |          | 855/? [08:03<00:00,  1.77it/s]\nEpoch 0: |          | 855/? [08:03<00:00,  1.77it/s]\nEpoch 0: |          | 856/? [08:04<00:00,  1.77it/s]\nEpoch 0: |          | 856/? [08:04<00:00,  1.77it/s]\nEpoch 0: |          | 857/? [08:04<00:00,  1.77it/s]\nEpoch 0: |          | 857/? [08:04<00:00,  1.77it/s]\nEpoch 0: |          | 858/? [08:05<00:00,  1.77it/s]\nEpoch 0: |          | 858/? [08:05<00:00,  1.77it/s]\nEpoch 0: |          | 859/? [08:05<00:00,  1.77it/s]\nEpoch 0: |          | 859/? [08:05<00:00,  1.77it/s]\nEpoch 0: |          | 860/? [08:06<00:00,  1.77it/s]\nEpoch 0: |          | 860/? [08:06<00:00,  1.77it/s]\nEpoch 0: |          | 861/? [08:07<00:00,  1.77it/s]\nEpoch 0: |          | 861/? [08:07<00:00,  1.77it/s]\nEpoch 0: |          | 862/? [08:07<00:00,  1.77it/s]\nEpoch 0: |          | 862/? [08:07<00:00,  1.77it/s]\nEpoch 0: |          | 863/? [08:08<00:00,  1.77it/s]\nEpoch 0: |          | 863/? [08:08<00:00,  1.77it/s]\nEpoch 0: |          | 864/? [08:08<00:00,  1.77it/s]\nEpoch 0: |          | 864/? [08:08<00:00,  1.77it/s]\nEpoch 0: |          | 865/? [08:09<00:00,  1.77it/s]\nEpoch 0: |          | 865/? [08:09<00:00,  1.77it/s]\nEpoch 0: |          | 866/? [08:09<00:00,  1.77it/s]\nEpoch 0: |          | 866/? [08:09<00:00,  1.77it/s]\nEpoch 0: |          | 867/? [08:10<00:00,  1.77it/s]\nEpoch 0: |          | 867/? [08:10<00:00,  1.77it/s]\nEpoch 0: |          | 868/? [08:11<00:00,  1.77it/s]\nEpoch 0: |          | 868/? [08:11<00:00,  1.77it/s]\nEpoch 0: |          | 869/? [08:11<00:00,  1.77it/s]\nEpoch 0: |          | 869/? [08:11<00:00,  1.77it/s]\nEpoch 0: |          | 870/? [08:12<00:00,  1.77it/s]\nEpoch 0: |          | 870/? [08:12<00:00,  1.77it/s]\nEpoch 0: |          | 871/? [08:12<00:00,  1.77it/s]\nEpoch 0: |          | 871/? [08:12<00:00,  1.77it/s]\nEpoch 0: |          | 872/? [08:13<00:00,  1.77it/s]\nEpoch 0: |          | 872/? [08:13<00:00,  1.77it/s]\nEpoch 0: |          | 873/? [08:14<00:00,  1.77it/s]\nEpoch 0: |          | 873/? [08:14<00:00,  1.77it/s]\nEpoch 0: |          | 874/? [08:14<00:00,  1.77it/s]\nEpoch 0: |          | 874/? [08:14<00:00,  1.77it/s]\nEpoch 0: |          | 875/? [08:15<00:00,  1.77it/s]\nEpoch 0: |          | 875/? [08:15<00:00,  1.77it/s]\nEpoch 0: |          | 876/? [08:15<00:00,  1.77it/s]\nEpoch 0: |          | 876/? [08:15<00:00,  1.77it/s]\nEpoch 0: |          | 877/? [08:16<00:00,  1.77it/s]\nEpoch 0: |          | 877/? [08:16<00:00,  1.77it/s]\nEpoch 0: |          | 878/? [08:17<00:00,  1.77it/s]\nEpoch 0: |          | 878/? [08:17<00:00,  1.77it/s]\nEpoch 0: |          | 879/? [08:17<00:00,  1.77it/s]\nEpoch 0: |          | 879/? [08:17<00:00,  1.77it/s]\nEpoch 0: |          | 880/? [08:18<00:00,  1.77it/s]\nEpoch 0: |          | 880/? [08:18<00:00,  1.77it/s]\nEpoch 0: |          | 881/? [08:18<00:00,  1.77it/s]\nEpoch 0: |          | 881/? [08:18<00:00,  1.77it/s]\nEpoch 0: |          | 882/? [08:19<00:00,  1.77it/s]\nEpoch 0: |          | 882/? [08:19<00:00,  1.77it/s]\nEpoch 0: |          | 883/? [08:19<00:00,  1.77it/s]\nEpoch 0: |          | 883/? [08:19<00:00,  1.77it/s]\nEpoch 0: |          | 884/? [08:20<00:00,  1.77it/s]\nEpoch 0: |          | 884/? [08:20<00:00,  1.77it/s]\nEpoch 0: |          | 885/? [08:21<00:00,  1.77it/s]\nEpoch 0: |          | 885/? [08:21<00:00,  1.77it/s]\nEpoch 0: |          | 886/? [08:21<00:00,  1.77it/s]\nEpoch 0: |          | 886/? [08:21<00:00,  1.77it/s]\nEpoch 0: |          | 887/? [08:22<00:00,  1.77it/s]\nEpoch 0: |          | 887/? [08:22<00:00,  1.77it/s]\nEpoch 0: |          | 888/? [08:22<00:00,  1.77it/s]\nEpoch 0: |          | 888/? [08:22<00:00,  1.77it/s]\nEpoch 0: |          | 889/? [08:23<00:00,  1.77it/s]\nEpoch 0: |          | 889/? [08:23<00:00,  1.77it/s]\nEpoch 0: |          | 890/? [08:24<00:00,  1.77it/s]\nEpoch 0: |          | 890/? [08:24<00:00,  1.77it/s]\nEpoch 0: |          | 891/? [08:24<00:00,  1.77it/s]\nEpoch 0: |          | 891/? [08:24<00:00,  1.77it/s]\nEpoch 0: |          | 892/? [08:25<00:00,  1.77it/s]\nEpoch 0: |          | 892/? [08:25<00:00,  1.77it/s]\nEpoch 0: |          | 893/? [08:25<00:00,  1.77it/s]\nEpoch 0: |          | 893/? [08:25<00:00,  1.77it/s]\nEpoch 0: |          | 894/? [08:26<00:00,  1.77it/s]\nEpoch 0: |          | 894/? [08:26<00:00,  1.77it/s]\nEpoch 0: |          | 895/? [08:26<00:00,  1.77it/s]\nEpoch 0: |          | 895/? [08:26<00:00,  1.77it/s]\nEpoch 0: |          | 896/? [08:27<00:00,  1.77it/s]\nEpoch 0: |          | 896/? [08:27<00:00,  1.77it/s]\nEpoch 0: |          | 897/? [08:28<00:00,  1.77it/s]\nEpoch 0: |          | 897/? [08:28<00:00,  1.77it/s]\nEpoch 0: |          | 898/? [08:28<00:00,  1.77it/s]\nEpoch 0: |          | 898/? [08:28<00:00,  1.77it/s]\nEpoch 0: |          | 899/? [08:29<00:00,  1.77it/s]\nEpoch 0: |          | 899/? [08:29<00:00,  1.77it/s]\nEpoch 0: |          | 900/? [08:29<00:00,  1.77it/s]\nEpoch 0: |          | 900/? [08:29<00:00,  1.77it/s]\nEpoch 0: |          | 901/? [08:30<00:00,  1.77it/s]\nEpoch 0: |          | 901/? [08:30<00:00,  1.77it/s]\nEpoch 0: |          | 902/? [08:30<00:00,  1.77it/s]\nEpoch 0: |          | 902/? [08:30<00:00,  1.77it/s]\nEpoch 0: |          | 903/? [08:31<00:00,  1.77it/s]\nEpoch 0: |          | 903/? [08:31<00:00,  1.77it/s]\nEpoch 0: |          | 904/? [08:32<00:00,  1.77it/s]\nEpoch 0: |          | 904/? [08:32<00:00,  1.77it/s]\nEpoch 0: |          | 905/? [08:32<00:00,  1.77it/s]\nEpoch 0: |          | 905/? [08:32<00:00,  1.77it/s]\nEpoch 0: |          | 906/? [08:33<00:00,  1.77it/s]\nEpoch 0: |          | 906/? [08:33<00:00,  1.77it/s]\nEpoch 0: |          | 907/? [08:33<00:00,  1.76it/s]\nEpoch 0: |          | 907/? [08:33<00:00,  1.76it/s]\nEpoch 0: |          | 908/? [08:34<00:00,  1.76it/s]\nEpoch 0: |          | 908/? [08:34<00:00,  1.76it/s]\nEpoch 0: |          | 909/? [08:35<00:00,  1.76it/s]\nEpoch 0: |          | 909/? [08:35<00:00,  1.76it/s]\nEpoch 0: |          | 910/? [08:35<00:00,  1.76it/s]\nEpoch 0: |          | 910/? [08:35<00:00,  1.76it/s]\nEpoch 0: |          | 911/? [08:36<00:00,  1.76it/s]\nEpoch 0: |          | 911/? [08:36<00:00,  1.76it/s]\nEpoch 0: |          | 912/? [08:36<00:00,  1.76it/s]\nEpoch 0: |          | 912/? [08:36<00:00,  1.76it/s]\nEpoch 0: |          | 913/? [08:37<00:00,  1.76it/s]\nEpoch 0: |          | 913/? [08:37<00:00,  1.76it/s]\nEpoch 0: |          | 914/? [08:37<00:00,  1.76it/s]\nEpoch 0: |          | 914/? [08:37<00:00,  1.76it/s]\nEpoch 0: |          | 915/? [08:38<00:00,  1.76it/s]\nEpoch 0: |          | 915/? [08:38<00:00,  1.76it/s]\nEpoch 0: |          | 916/? [08:39<00:00,  1.76it/s]\nEpoch 0: |          | 916/? [08:39<00:00,  1.76it/s]\nEpoch 0: |          | 917/? [08:39<00:00,  1.76it/s]\nEpoch 0: |          | 917/? [08:39<00:00,  1.76it/s]\nEpoch 0: |          | 918/? [08:40<00:00,  1.76it/s]\nEpoch 0: |          | 918/? [08:40<00:00,  1.76it/s]\nEpoch 0: |          | 919/? [08:40<00:00,  1.76it/s]\nEpoch 0: |          | 919/? [08:40<00:00,  1.76it/s]\nEpoch 0: |          | 920/? [08:41<00:00,  1.76it/s]\nEpoch 0: |          | 920/? [08:41<00:00,  1.76it/s]\nEpoch 0: |          | 921/? [08:41<00:00,  1.76it/s]\nEpoch 0: |          | 921/? [08:41<00:00,  1.76it/s]\nEpoch 0: |          | 922/? [08:42<00:00,  1.76it/s]\nEpoch 0: |          | 922/? [08:42<00:00,  1.76it/s]\nEpoch 0: |          | 923/? [08:43<00:00,  1.76it/s]\nEpoch 0: |          | 923/? [08:43<00:00,  1.76it/s]\nEpoch 0: |          | 924/? [08:43<00:00,  1.76it/s]\nEpoch 0: |          | 924/? [08:43<00:00,  1.76it/s]\nEpoch 0: |          | 925/? [08:44<00:00,  1.76it/s]\nEpoch 0: |          | 925/? [08:44<00:00,  1.76it/s]\nEpoch 0: |          | 926/? [08:44<00:00,  1.76it/s]\nEpoch 0: |          | 926/? [08:44<00:00,  1.76it/s]\nEpoch 0: |          | 927/? [08:45<00:00,  1.76it/s]\nEpoch 0: |          | 927/? [08:45<00:00,  1.76it/s]\nEpoch 0: |          | 928/? [08:45<00:00,  1.76it/s]\nEpoch 0: |          | 928/? [08:45<00:00,  1.76it/s]\nEpoch 0: |          | 929/? [08:46<00:00,  1.76it/s]\nEpoch 0: |          | 929/? [08:46<00:00,  1.76it/s]\nEpoch 0: |          | 930/? [08:47<00:00,  1.76it/s]\nEpoch 0: |          | 930/? [08:47<00:00,  1.76it/s]\nEpoch 0: |          | 931/? [08:47<00:00,  1.76it/s]\nEpoch 0: |          | 931/? [08:47<00:00,  1.76it/s]\nEpoch 0: |          | 932/? [08:48<00:00,  1.76it/s]\nEpoch 0: |          | 932/? [08:48<00:00,  1.76it/s]\nEpoch 0: |          | 933/? [08:48<00:00,  1.76it/s]\nEpoch 0: |          | 933/? [08:48<00:00,  1.76it/s]\nEpoch 0: |          | 934/? [08:49<00:00,  1.76it/s]\nEpoch 0: |          | 934/? [08:49<00:00,  1.76it/s]\nEpoch 0: |          | 935/? [08:49<00:00,  1.76it/s]\nEpoch 0: |          | 935/? [08:49<00:00,  1.76it/s]\nEpoch 0: |          | 936/? [08:50<00:00,  1.76it/s]\nEpoch 0: |          | 936/? [08:50<00:00,  1.76it/s]\nEpoch 0: |          | 937/? [08:51<00:00,  1.76it/s]\nEpoch 0: |          | 937/? [08:51<00:00,  1.76it/s]\nEpoch 0: |          | 938/? [08:51<00:00,  1.76it/s]\nEpoch 0: |          | 938/? [08:51<00:00,  1.76it/s]\nEpoch 0: |          | 939/? [08:52<00:00,  1.76it/s]\nEpoch 0: |          | 939/? [08:52<00:00,  1.76it/s]\nEpoch 0: |          | 940/? [08:52<00:00,  1.76it/s]\nEpoch 0: |          | 940/? [08:52<00:00,  1.76it/s]\nEpoch 0: |          | 941/? [08:53<00:00,  1.76it/s]\nEpoch 0: |          | 941/? [08:53<00:00,  1.76it/s]\nEpoch 0: |          | 942/? [08:54<00:00,  1.76it/s]\nEpoch 0: |          | 942/? [08:54<00:00,  1.76it/s]\nEpoch 0: |          | 943/? [08:54<00:00,  1.76it/s]\nEpoch 0: |          | 943/? [08:54<00:00,  1.76it/s]\nEpoch 0: |          | 944/? [08:55<00:00,  1.76it/s]\nEpoch 0: |          | 944/? [08:55<00:00,  1.76it/s]\nEpoch 0: |          | 945/? [08:55<00:00,  1.76it/s]\nEpoch 0: |          | 945/? [08:55<00:00,  1.76it/s]\nEpoch 0: |          | 946/? [08:56<00:00,  1.76it/s]\nEpoch 0: |          | 946/? [08:56<00:00,  1.76it/s]\nEpoch 0: |          | 947/? [08:56<00:00,  1.76it/s]\nEpoch 0: |          | 947/? [08:56<00:00,  1.76it/s]\nEpoch 0: |          | 948/? [08:57<00:00,  1.76it/s]\nEpoch 0: |          | 948/? [08:57<00:00,  1.76it/s]\nEpoch 0: |          | 949/? [08:58<00:00,  1.76it/s]\nEpoch 0: |          | 949/? [08:58<00:00,  1.76it/s]\nEpoch 0: |          | 950/? [08:58<00:00,  1.76it/s]\nEpoch 0: |          | 950/? [08:58<00:00,  1.76it/s]\nEpoch 0: |          | 951/? [08:59<00:00,  1.76it/s]\nEpoch 0: |          | 951/? [08:59<00:00,  1.76it/s]\nEpoch 0: |          | 952/? [08:59<00:00,  1.76it/s]\nEpoch 0: |          | 952/? [08:59<00:00,  1.76it/s]\nEpoch 0: |          | 953/? [09:00<00:00,  1.76it/s]\nEpoch 0: |          | 953/? [09:00<00:00,  1.76it/s]\nEpoch 0: |          | 954/? [09:01<00:00,  1.76it/s]\nEpoch 0: |          | 954/? [09:01<00:00,  1.76it/s]\nEpoch 0: |          | 955/? [09:01<00:00,  1.76it/s]\nEpoch 0: |          | 955/? [09:01<00:00,  1.76it/s]\nEpoch 0: |          | 956/? [09:02<00:00,  1.76it/s]\nEpoch 0: |          | 956/? [09:02<00:00,  1.76it/s]\nEpoch 0: |          | 957/? [09:02<00:00,  1.76it/s]\nEpoch 0: |          | 957/? [09:02<00:00,  1.76it/s]\nEpoch 0: |          | 958/? [09:03<00:00,  1.76it/s]\nEpoch 0: |          | 958/? [09:03<00:00,  1.76it/s]\nEpoch 0: |          | 959/? [09:04<00:00,  1.76it/s]\nEpoch 0: |          | 959/? [09:04<00:00,  1.76it/s]\nEpoch 0: |          | 960/? [09:04<00:00,  1.76it/s]\nEpoch 0: |          | 960/? [09:04<00:00,  1.76it/s]\nEpoch 0: |          | 961/? [09:05<00:00,  1.76it/s]\nEpoch 0: |          | 961/? [09:05<00:00,  1.76it/s]\nEpoch 0: |          | 962/? [09:05<00:00,  1.76it/s]\nEpoch 0: |          | 962/? [09:05<00:00,  1.76it/s]\nEpoch 0: |          | 963/? [09:06<00:00,  1.76it/s]\nEpoch 0: |          | 963/? [09:06<00:00,  1.76it/s]\nEpoch 0: |          | 964/? [09:07<00:00,  1.76it/s]\nEpoch 0: |          | 964/? [09:07<00:00,  1.76it/s]\nEpoch 0: |          | 965/? [09:07<00:00,  1.76it/s]\nEpoch 0: |          | 965/? [09:07<00:00,  1.76it/s]\nEpoch 0: |          | 966/? [09:08<00:00,  1.76it/s]\nEpoch 0: |          | 966/? [09:08<00:00,  1.76it/s]\nEpoch 0: |          | 967/? [09:08<00:00,  1.76it/s]\nEpoch 0: |          | 967/? [09:08<00:00,  1.76it/s]\nEpoch 0: |          | 968/? [09:09<00:00,  1.76it/s]\nEpoch 0: |          | 968/? [09:09<00:00,  1.76it/s]\nEpoch 0: |          | 969/? [09:09<00:00,  1.76it/s]\nEpoch 0: |          | 969/? [09:09<00:00,  1.76it/s]\nEpoch 0: |          | 970/? [09:10<00:00,  1.76it/s]\nEpoch 0: |          | 970/? [09:10<00:00,  1.76it/s]\nEpoch 0: |          | 971/? [09:11<00:00,  1.76it/s]\nEpoch 0: |          | 971/? [09:11<00:00,  1.76it/s]\nEpoch 0: |          | 972/? [09:11<00:00,  1.76it/s]\nEpoch 0: |          | 972/? [09:11<00:00,  1.76it/s]\nEpoch 0: |          | 973/? [09:12<00:00,  1.76it/s]\nEpoch 0: |          | 973/? [09:12<00:00,  1.76it/s]\nEpoch 0: |          | 974/? [09:12<00:00,  1.76it/s]\nEpoch 0: |          | 974/? [09:12<00:00,  1.76it/s]\nEpoch 0: |          | 975/? [09:13<00:00,  1.76it/s]\nEpoch 0: |          | 975/? [09:13<00:00,  1.76it/s]\nEpoch 0: |          | 976/? [09:14<00:00,  1.76it/s]\nEpoch 0: |          | 976/? [09:14<00:00,  1.76it/s]\nEpoch 0: |          | 977/? [09:14<00:00,  1.76it/s]\nEpoch 0: |          | 977/? [09:14<00:00,  1.76it/s]\nEpoch 0: |          | 978/? [09:15<00:00,  1.76it/s]\nEpoch 0: |          | 978/? [09:15<00:00,  1.76it/s]\nEpoch 0: |          | 979/? [09:15<00:00,  1.76it/s]\nEpoch 0: |          | 979/? [09:15<00:00,  1.76it/s]\nEpoch 0: |          | 980/? [09:16<00:00,  1.76it/s]\nEpoch 0: |          | 980/? [09:16<00:00,  1.76it/s]\nEpoch 0: |          | 981/? [09:16<00:00,  1.76it/s]\nEpoch 0: |          | 981/? [09:16<00:00,  1.76it/s]\nEpoch 0: |          | 982/? [09:17<00:00,  1.76it/s]\nEpoch 0: |          | 982/? [09:17<00:00,  1.76it/s]\nEpoch 0: |          | 983/? [09:18<00:00,  1.76it/s]\nEpoch 0: |          | 983/? [09:18<00:00,  1.76it/s]\nEpoch 0: |          | 984/? [09:18<00:00,  1.76it/s]\nEpoch 0: |          | 984/? [09:18<00:00,  1.76it/s]\nEpoch 0: |          | 985/? [09:19<00:00,  1.76it/s]\nEpoch 0: |          | 985/? [09:19<00:00,  1.76it/s]\nEpoch 0: |          | 986/? [09:19<00:00,  1.76it/s]\nEpoch 0: |          | 986/? [09:19<00:00,  1.76it/s]\nEpoch 0: |          | 987/? [09:20<00:00,  1.76it/s]\nEpoch 0: |          | 987/? [09:20<00:00,  1.76it/s]\nEpoch 0: |          | 988/? [09:21<00:00,  1.76it/s]\nEpoch 0: |          | 988/? [09:21<00:00,  1.76it/s]\nEpoch 0: |          | 989/? [09:21<00:00,  1.76it/s]\nEpoch 0: |          | 989/? [09:21<00:00,  1.76it/s]\nEpoch 0: |          | 990/? [09:22<00:00,  1.76it/s]\nEpoch 0: |          | 990/? [09:22<00:00,  1.76it/s]\nEpoch 0: |          | 991/? [09:22<00:00,  1.76it/s]\nEpoch 0: |          | 991/? [09:22<00:00,  1.76it/s]\nEpoch 0: |          | 992/? [09:23<00:00,  1.76it/s]\nEpoch 0: |          | 992/? [09:23<00:00,  1.76it/s]\nEpoch 0: |          | 993/? [09:23<00:00,  1.76it/s]\nEpoch 0: |          | 993/? [09:23<00:00,  1.76it/s]\nEpoch 0: |          | 994/? [09:24<00:00,  1.76it/s]\nEpoch 0: |          | 994/? [09:24<00:00,  1.76it/s]\nEpoch 0: |          | 995/? [09:25<00:00,  1.76it/s]\nEpoch 0: |          | 995/? [09:25<00:00,  1.76it/s]\nEpoch 0: |          | 996/? [09:25<00:00,  1.76it/s]\nEpoch 0: |          | 996/? [09:25<00:00,  1.76it/s]\nEpoch 0: |          | 997/? [09:26<00:00,  1.76it/s]\nEpoch 0: |          | 997/? [09:26<00:00,  1.76it/s]\nEpoch 0: |          | 998/? [09:26<00:00,  1.76it/s]\nEpoch 0: |          | 998/? [09:26<00:00,  1.76it/s]\nEpoch 0: |          | 999/? [09:27<00:00,  1.76it/s]\nEpoch 0: |          | 999/? [09:27<00:00,  1.76it/s]\nEpoch 0: |          | 1000/? [09:28<00:00,  1.76it/s]\nEpoch 0: |          | 1000/? [09:28<00:00,  1.76it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:02,  1.33it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.24it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:02<00:00,  1.27it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:03<00:00,  1.29it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 1000/? [09:31<00:00,  1.75it/s]\nEpoch 0: |          | 1001/? [09:31<00:00,  1.75it/s]\nEpoch 0: |          | 1001/? [09:31<00:00,  1.75it/s]\nEpoch 0: |          | 1002/? [09:32<00:00,  1.75it/s]\nEpoch 0: |          | 1002/? [09:32<00:00,  1.75it/s]\nEpoch 0: |          | 1003/? [09:32<00:00,  1.75it/s]\nEpoch 0: |          | 1003/? [09:32<00:00,  1.75it/s]\nEpoch 0: |          | 1004/? [09:33<00:00,  1.75it/s]\nEpoch 0: |          | 1004/? [09:33<00:00,  1.75it/s]\nEpoch 0: |          | 1005/? [09:34<00:00,  1.75it/s]\nEpoch 0: |          | 1005/? [09:34<00:00,  1.75it/s]\nEpoch 0: |          | 1006/? [09:34<00:00,  1.75it/s]\nEpoch 0: |          | 1006/? [09:34<00:00,  1.75it/s]\nEpoch 0: |          | 1007/? [09:35<00:00,  1.75it/s]\nEpoch 0: |          | 1007/? [09:35<00:00,  1.75it/s]\nEpoch 0: |          | 1008/? [09:35<00:00,  1.75it/s]\nEpoch 0: |          | 1008/? [09:35<00:00,  1.75it/s]\nEpoch 0: |          | 1009/? [09:36<00:00,  1.75it/s]\nEpoch 0: |          | 1009/? [09:36<00:00,  1.75it/s]\nEpoch 0: |          | 1010/? [09:36<00:00,  1.75it/s]\nEpoch 0: |          | 1010/? [09:36<00:00,  1.75it/s]\nEpoch 0: |          | 1011/? [09:37<00:00,  1.75it/s]\nEpoch 0: |          | 1011/? [09:37<00:00,  1.75it/s]\nEpoch 0: |          | 1012/? [09:38<00:00,  1.75it/s]\nEpoch 0: |          | 1012/? [09:38<00:00,  1.75it/s]\nEpoch 0: |          | 1013/? [09:38<00:00,  1.75it/s]\nEpoch 0: |          | 1013/? [09:38<00:00,  1.75it/s]\nEpoch 0: |          | 1014/? [09:39<00:00,  1.75it/s]\nEpoch 0: |          | 1014/? [09:39<00:00,  1.75it/s]\nEpoch 0: |          | 1015/? [09:39<00:00,  1.75it/s]\nEpoch 0: |          | 1015/? [09:39<00:00,  1.75it/s]\nEpoch 0: |          | 1016/? [09:40<00:00,  1.75it/s]\nEpoch 0: |          | 1016/? [09:40<00:00,  1.75it/s]\nEpoch 0: |          | 1017/? [09:40<00:00,  1.75it/s]\nEpoch 0: |          | 1017/? [09:40<00:00,  1.75it/s]\nEpoch 0: |          | 1018/? [09:41<00:00,  1.75it/s]\nEpoch 0: |          | 1018/? [09:41<00:00,  1.75it/s]\nEpoch 0: |          | 1019/? [09:42<00:00,  1.75it/s]\nEpoch 0: |          | 1019/? [09:42<00:00,  1.75it/s]\nEpoch 0: |          | 1020/? [09:42<00:00,  1.75it/s]\nEpoch 0: |          | 1020/? [09:42<00:00,  1.75it/s]\nEpoch 0: |          | 1021/? [09:43<00:00,  1.75it/s]\nEpoch 0: |          | 1021/? [09:43<00:00,  1.75it/s]\nEpoch 0: |          | 1022/? [09:43<00:00,  1.75it/s]\nEpoch 0: |          | 1022/? [09:43<00:00,  1.75it/s]\nEpoch 0: |          | 1023/? [09:44<00:00,  1.75it/s]\nEpoch 0: |          | 1023/? [09:44<00:00,  1.75it/s]\nEpoch 0: |          | 1024/? [09:45<00:00,  1.75it/s]\nEpoch 0: |          | 1024/? [09:45<00:00,  1.75it/s]\nEpoch 0: |          | 1025/? [09:45<00:00,  1.75it/s]\nEpoch 0: |          | 1025/? [09:45<00:00,  1.75it/s]\nEpoch 0: |          | 1026/? [09:46<00:00,  1.75it/s]\nEpoch 0: |          | 1026/? [09:46<00:00,  1.75it/s]\nEpoch 0: |          | 1027/? [09:46<00:00,  1.75it/s]\nEpoch 0: |          | 1027/? [09:46<00:00,  1.75it/s]\nEpoch 0: |          | 1028/? [09:47<00:00,  1.75it/s]\nEpoch 0: |          | 1028/? [09:47<00:00,  1.75it/s]\nEpoch 0: |          | 1029/? [09:47<00:00,  1.75it/s]\nEpoch 0: |          | 1029/? [09:47<00:00,  1.75it/s]\nEpoch 0: |          | 1030/? [09:48<00:00,  1.75it/s]\nEpoch 0: |          | 1030/? [09:48<00:00,  1.75it/s]\nEpoch 0: |          | 1031/? [09:49<00:00,  1.75it/s]\nEpoch 0: |          | 1031/? [09:49<00:00,  1.75it/s]\nEpoch 0: |          | 1032/? [09:49<00:00,  1.75it/s]\nEpoch 0: |          | 1032/? [09:49<00:00,  1.75it/s]\nEpoch 0: |          | 1033/? [09:50<00:00,  1.75it/s]\nEpoch 0: |          | 1033/? [09:50<00:00,  1.75it/s]\nEpoch 0: |          | 1034/? [09:50<00:00,  1.75it/s]\nEpoch 0: |          | 1034/? [09:50<00:00,  1.75it/s]\nEpoch 0: |          | 1035/? [09:51<00:00,  1.75it/s]\nEpoch 0: |          | 1035/? [09:51<00:00,  1.75it/s]\nEpoch 0: |          | 1036/? [09:52<00:00,  1.75it/s]\nEpoch 0: |          | 1036/? [09:52<00:00,  1.75it/s]\nEpoch 0: |          | 1037/? [09:52<00:00,  1.75it/s]\nEpoch 0: |          | 1037/? [09:52<00:00,  1.75it/s]\nEpoch 0: |          | 1038/? [09:53<00:00,  1.75it/s]\nEpoch 0: |          | 1038/? [09:53<00:00,  1.75it/s]\nEpoch 0: |          | 1039/? [09:53<00:00,  1.75it/s]\nEpoch 0: |          | 1039/? [09:53<00:00,  1.75it/s]\nEpoch 0: |          | 1040/? [09:54<00:00,  1.75it/s]\nEpoch 0: |          | 1040/? [09:54<00:00,  1.75it/s]\nEpoch 0: |          | 1041/? [09:54<00:00,  1.75it/s]\nEpoch 0: |          | 1041/? [09:54<00:00,  1.75it/s]\nEpoch 0: |          | 1042/? [09:55<00:00,  1.75it/s]\nEpoch 0: |          | 1042/? [09:55<00:00,  1.75it/s]\nEpoch 0: |          | 1043/? [09:56<00:00,  1.75it/s]\nEpoch 0: |          | 1043/? [09:56<00:00,  1.75it/s]\nEpoch 0: |          | 1044/? [09:56<00:00,  1.75it/s]\nEpoch 0: |          | 1044/? [09:56<00:00,  1.75it/s]\nEpoch 0: |          | 1045/? [09:57<00:00,  1.75it/s]\nEpoch 0: |          | 1045/? [09:57<00:00,  1.75it/s]\nEpoch 0: |          | 1046/? [09:57<00:00,  1.75it/s]\nEpoch 0: |          | 1046/? [09:57<00:00,  1.75it/s]\nEpoch 0: |          | 1047/? [09:58<00:00,  1.75it/s]\nEpoch 0: |          | 1047/? [09:58<00:00,  1.75it/s]\nEpoch 0: |          | 1048/? [09:58<00:00,  1.75it/s]\nEpoch 0: |          | 1048/? [09:58<00:00,  1.75it/s]\nEpoch 0: |          | 1049/? [09:59<00:00,  1.75it/s]\nEpoch 0: |          | 1049/? [09:59<00:00,  1.75it/s]\nEpoch 0: |          | 1050/? [10:00<00:00,  1.75it/s]\nEpoch 0: |          | 1050/? [10:00<00:00,  1.75it/s]\nEpoch 0: |          | 1051/? [10:00<00:00,  1.75it/s]\nEpoch 0: |          | 1051/? [10:00<00:00,  1.75it/s]\nEpoch 0: |          | 1052/? [10:01<00:00,  1.75it/s]\nEpoch 0: |          | 1052/? [10:01<00:00,  1.75it/s]\nEpoch 0: |          | 1053/? [10:01<00:00,  1.75it/s]\nEpoch 0: |          | 1053/? [10:01<00:00,  1.75it/s]\nEpoch 0: |          | 1054/? [10:02<00:00,  1.75it/s]\nEpoch 0: |          | 1054/? [10:02<00:00,  1.75it/s]\nEpoch 0: |          | 1055/? [10:03<00:00,  1.75it/s]\nEpoch 0: |          | 1055/? [10:03<00:00,  1.75it/s]\nEpoch 0: |          | 1056/? [10:03<00:00,  1.75it/s]\nEpoch 0: |          | 1056/? [10:03<00:00,  1.75it/s]\nEpoch 0: |          | 1057/? [10:04<00:00,  1.75it/s]\nEpoch 0: |          | 1057/? [10:04<00:00,  1.75it/s]\nEpoch 0: |          | 1058/? [10:04<00:00,  1.75it/s]\nEpoch 0: |          | 1058/? [10:04<00:00,  1.75it/s]\nEpoch 0: |          | 1059/? [10:05<00:00,  1.75it/s]\nEpoch 0: |          | 1059/? [10:05<00:00,  1.75it/s]\nEpoch 0: |          | 1060/? [10:06<00:00,  1.75it/s]\nEpoch 0: |          | 1060/? [10:06<00:00,  1.75it/s]\nEpoch 0: |          | 1061/? [10:06<00:00,  1.75it/s]\nEpoch 0: |          | 1061/? [10:06<00:00,  1.75it/s]\nEpoch 0: |          | 1062/? [10:07<00:00,  1.75it/s]\nEpoch 0: |          | 1062/? [10:07<00:00,  1.75it/s]\nEpoch 0: |          | 1063/? [10:08<00:00,  1.75it/s]\nEpoch 0: |          | 1063/? [10:08<00:00,  1.75it/s]\nEpoch 0: |          | 1064/? [10:08<00:00,  1.75it/s]\nEpoch 0: |          | 1064/? [10:08<00:00,  1.75it/s]\nEpoch 0: |          | 1065/? [10:09<00:00,  1.75it/s]\nEpoch 0: |          | 1065/? [10:09<00:00,  1.75it/s]\nEpoch 0: |          | 1066/? [10:10<00:00,  1.75it/s]\nEpoch 0: |          | 1066/? [10:10<00:00,  1.75it/s]\nEpoch 0: |          | 1067/? [10:10<00:00,  1.75it/s]\nEpoch 0: |          | 1067/? [10:10<00:00,  1.75it/s]\nEpoch 0: |          | 1068/? [10:11<00:00,  1.75it/s]\nEpoch 0: |          | 1068/? [10:11<00:00,  1.75it/s]\nEpoch 0: |          | 1069/? [10:11<00:00,  1.75it/s]\nEpoch 0: |          | 1069/? [10:11<00:00,  1.75it/s]\nEpoch 0: |          | 1070/? [10:12<00:00,  1.75it/s]\nEpoch 0: |          | 1070/? [10:12<00:00,  1.75it/s]\nEpoch 0: |          | 1071/? [10:13<00:00,  1.75it/s]\nEpoch 0: |          | 1071/? [10:13<00:00,  1.75it/s]\nEpoch 0: |          | 1072/? [10:13<00:00,  1.75it/s]\nEpoch 0: |          | 1072/? [10:13<00:00,  1.75it/s]\nEpoch 0: |          | 1073/? [10:14<00:00,  1.75it/s]\nEpoch 0: |          | 1073/? [10:14<00:00,  1.75it/s]\nEpoch 0: |          | 1074/? [10:14<00:00,  1.75it/s]\nEpoch 0: |          | 1074/? [10:14<00:00,  1.75it/s]\nEpoch 0: |          | 1075/? [10:15<00:00,  1.75it/s]\nEpoch 0: |          | 1075/? [10:15<00:00,  1.75it/s]\nEpoch 0: |          | 1076/? [10:15<00:00,  1.75it/s]\nEpoch 0: |          | 1076/? [10:15<00:00,  1.75it/s]\nEpoch 0: |          | 1077/? [10:16<00:00,  1.75it/s]\nEpoch 0: |          | 1077/? [10:16<00:00,  1.75it/s]\nEpoch 0: |          | 1078/? [10:17<00:00,  1.75it/s]\nEpoch 0: |          | 1078/? [10:17<00:00,  1.75it/s]\nEpoch 0: |          | 1079/? [10:17<00:00,  1.75it/s]\nEpoch 0: |          | 1079/? [10:17<00:00,  1.75it/s]\nEpoch 0: |          | 1080/? [10:18<00:00,  1.75it/s]\nEpoch 0: |          | 1080/? [10:18<00:00,  1.75it/s]\nEpoch 0: |          | 1081/? [10:18<00:00,  1.75it/s]\nEpoch 0: |          | 1081/? [10:18<00:00,  1.75it/s]\nEpoch 0: |          | 1082/? [10:19<00:00,  1.75it/s]\nEpoch 0: |          | 1082/? [10:19<00:00,  1.75it/s]\nEpoch 0: |          | 1083/? [10:20<00:00,  1.75it/s]\nEpoch 0: |          | 1083/? [10:20<00:00,  1.75it/s]\nEpoch 0: |          | 1084/? [10:20<00:00,  1.75it/s]\nEpoch 0: |          | 1084/? [10:20<00:00,  1.75it/s]\nEpoch 0: |          | 1085/? [10:21<00:00,  1.75it/s]\nEpoch 0: |          | 1085/? [10:21<00:00,  1.75it/s]\nEpoch 0: |          | 1086/? [10:21<00:00,  1.75it/s]\nEpoch 0: |          | 1086/? [10:21<00:00,  1.75it/s]\nEpoch 0: |          | 1087/? [10:22<00:00,  1.75it/s]\nEpoch 0: |          | 1087/? [10:22<00:00,  1.75it/s]\nEpoch 0: |          | 1088/? [10:22<00:00,  1.75it/s]\nEpoch 0: |          | 1088/? [10:22<00:00,  1.75it/s]\nEpoch 0: |          | 1089/? [10:23<00:00,  1.75it/s]\nEpoch 0: |          | 1089/? [10:23<00:00,  1.75it/s]\nEpoch 0: |          | 1090/? [10:24<00:00,  1.75it/s]\nEpoch 0: |          | 1090/? [10:24<00:00,  1.75it/s]\nEpoch 0: |          | 1091/? [10:24<00:00,  1.75it/s]\nEpoch 0: |          | 1091/? [10:24<00:00,  1.75it/s]\nEpoch 0: |          | 1092/? [10:25<00:00,  1.75it/s]\nEpoch 0: |          | 1092/? [10:25<00:00,  1.75it/s]\nEpoch 0: |          | 1093/? [10:25<00:00,  1.75it/s]\nEpoch 0: |          | 1093/? [10:25<00:00,  1.75it/s]\nEpoch 0: |          | 1094/? [10:26<00:00,  1.75it/s]\nEpoch 0: |          | 1094/? [10:26<00:00,  1.75it/s]\nEpoch 0: |          | 1095/? [10:27<00:00,  1.75it/s]\nEpoch 0: |          | 1095/? [10:27<00:00,  1.75it/s]\nEpoch 0: |          | 1096/? [10:27<00:00,  1.75it/s]\nEpoch 0: |          | 1096/? [10:27<00:00,  1.75it/s]\nEpoch 0: |          | 1097/? [10:28<00:00,  1.75it/s]\nEpoch 0: |          | 1097/? [10:28<00:00,  1.75it/s]\nEpoch 0: |          | 1098/? [10:28<00:00,  1.75it/s]\nEpoch 0: |          | 1098/? [10:28<00:00,  1.75it/s]\nEpoch 0: |          | 1099/? [10:29<00:00,  1.75it/s]\nEpoch 0: |          | 1099/? [10:29<00:00,  1.75it/s]\nEpoch 0: |          | 1100/? [10:29<00:00,  1.75it/s]\nEpoch 0: |          | 1100/? [10:29<00:00,  1.75it/s]\nEpoch 0: |          | 1101/? [10:30<00:00,  1.75it/s]\nEpoch 0: |          | 1101/? [10:30<00:00,  1.75it/s]\nEpoch 0: |          | 1102/? [10:31<00:00,  1.75it/s]\nEpoch 0: |          | 1102/? [10:31<00:00,  1.75it/s]\nEpoch 0: |          | 1103/? [10:31<00:00,  1.75it/s]\nEpoch 0: |          | 1103/? [10:31<00:00,  1.75it/s]\nEpoch 0: |          | 1104/? [10:32<00:00,  1.75it/s]\nEpoch 0: |          | 1104/? [10:32<00:00,  1.75it/s]\nEpoch 0: |          | 1105/? [10:32<00:00,  1.75it/s]\nEpoch 0: |          | 1105/? [10:32<00:00,  1.75it/s]\nEpoch 0: |          | 1106/? [10:33<00:00,  1.75it/s]\nEpoch 0: |          | 1106/? [10:33<00:00,  1.75it/s]\nEpoch 0: |          | 1107/? [10:34<00:00,  1.75it/s]\nEpoch 0: |          | 1107/? [10:34<00:00,  1.75it/s]\nEpoch 0: |          | 1108/? [10:34<00:00,  1.75it/s]\nEpoch 0: |          | 1108/? [10:34<00:00,  1.75it/s]\nEpoch 0: |          | 1109/? [10:35<00:00,  1.75it/s]\nEpoch 0: |          | 1109/? [10:35<00:00,  1.75it/s]\nEpoch 0: |          | 1110/? [10:35<00:00,  1.75it/s]\nEpoch 0: |          | 1110/? [10:35<00:00,  1.75it/s]\nEpoch 0: |          | 1111/? [10:36<00:00,  1.75it/s]\nEpoch 0: |          | 1111/? [10:36<00:00,  1.75it/s]\nEpoch 0: |          | 1112/? [10:36<00:00,  1.75it/s]\nEpoch 0: |          | 1112/? [10:36<00:00,  1.75it/s]\nEpoch 0: |          | 1113/? [10:37<00:00,  1.75it/s]\nEpoch 0: |          | 1113/? [10:37<00:00,  1.75it/s]\nEpoch 0: |          | 1114/? [10:38<00:00,  1.75it/s]\nEpoch 0: |          | 1114/? [10:38<00:00,  1.75it/s]\nEpoch 0: |          | 1115/? [10:38<00:00,  1.75it/s]\nEpoch 0: |          | 1115/? [10:38<00:00,  1.75it/s]\nEpoch 0: |          | 1116/? [10:39<00:00,  1.75it/s]\nEpoch 0: |          | 1116/? [10:39<00:00,  1.75it/s]\nEpoch 0: |          | 1117/? [10:39<00:00,  1.75it/s]\nEpoch 0: |          | 1117/? [10:39<00:00,  1.75it/s]\nEpoch 0: |          | 1118/? [10:40<00:00,  1.75it/s]\nEpoch 0: |          | 1118/? [10:40<00:00,  1.75it/s]\nEpoch 0: |          | 1119/? [10:40<00:00,  1.75it/s]\nEpoch 0: |          | 1119/? [10:40<00:00,  1.75it/s]\nEpoch 0: |          | 1120/? [10:41<00:00,  1.75it/s]\nEpoch 0: |          | 1120/? [10:41<00:00,  1.75it/s]\nEpoch 0: |          | 1121/? [10:42<00:00,  1.75it/s]\nEpoch 0: |          | 1121/? [10:42<00:00,  1.75it/s]\nEpoch 0: |          | 1122/? [10:42<00:00,  1.75it/s]\nEpoch 0: |          | 1122/? [10:42<00:00,  1.75it/s]\nEpoch 0: |          | 1123/? [10:43<00:00,  1.75it/s]\nEpoch 0: |          | 1123/? [10:43<00:00,  1.75it/s]\nEpoch 0: |          | 1124/? [10:43<00:00,  1.75it/s]\nEpoch 0: |          | 1124/? [10:43<00:00,  1.75it/s]\nEpoch 0: |          | 1125/? [10:44<00:00,  1.75it/s]\nEpoch 0: |          | 1125/? [10:44<00:00,  1.75it/s]\nEpoch 0: |          | 1126/? [10:45<00:00,  1.75it/s]\nEpoch 0: |          | 1126/? [10:45<00:00,  1.75it/s]\nEpoch 0: |          | 1127/? [10:45<00:00,  1.75it/s]\nEpoch 0: |          | 1127/? [10:45<00:00,  1.75it/s]\nEpoch 0: |          | 1128/? [10:46<00:00,  1.75it/s]\nEpoch 0: |          | 1128/? [10:46<00:00,  1.75it/s]\nEpoch 0: |          | 1129/? [10:46<00:00,  1.75it/s]\nEpoch 0: |          | 1129/? [10:46<00:00,  1.75it/s]\nEpoch 0: |          | 1130/? [10:47<00:00,  1.75it/s]\nEpoch 0: |          | 1130/? [10:47<00:00,  1.75it/s]\nEpoch 0: |          | 1131/? [10:47<00:00,  1.75it/s]\nEpoch 0: |          | 1131/? [10:47<00:00,  1.75it/s]\nEpoch 0: |          | 1132/? [10:48<00:00,  1.75it/s]\nEpoch 0: |          | 1132/? [10:48<00:00,  1.75it/s]\nEpoch 0: |          | 1133/? [10:49<00:00,  1.75it/s]\nEpoch 0: |          | 1133/? [10:49<00:00,  1.75it/s]\nEpoch 0: |          | 1134/? [10:49<00:00,  1.75it/s]\nEpoch 0: |          | 1134/? [10:49<00:00,  1.75it/s]\nEpoch 0: |          | 1135/? [10:50<00:00,  1.75it/s]\nEpoch 0: |          | 1135/? [10:50<00:00,  1.75it/s]\nEpoch 0: |          | 1136/? [10:50<00:00,  1.75it/s]\nEpoch 0: |          | 1136/? [10:50<00:00,  1.75it/s]\nEpoch 0: |          | 1137/? [10:51<00:00,  1.75it/s]\nEpoch 0: |          | 1137/? [10:51<00:00,  1.75it/s]\nEpoch 0: |          | 1138/? [10:51<00:00,  1.75it/s]\nEpoch 0: |          | 1138/? [10:51<00:00,  1.75it/s]\nEpoch 0: |          | 1139/? [10:52<00:00,  1.75it/s]\nEpoch 0: |          | 1139/? [10:52<00:00,  1.75it/s]\nEpoch 0: |          | 1140/? [10:53<00:00,  1.75it/s]\nEpoch 0: |          | 1140/? [10:53<00:00,  1.75it/s]\nEpoch 0: |          | 1141/? [10:53<00:00,  1.75it/s]\nEpoch 0: |          | 1141/? [10:53<00:00,  1.75it/s]\nEpoch 0: |          | 1142/? [10:54<00:00,  1.75it/s]\nEpoch 0: |          | 1142/? [10:54<00:00,  1.75it/s]\nEpoch 0: |          | 1143/? [10:54<00:00,  1.75it/s]\nEpoch 0: |          | 1143/? [10:54<00:00,  1.75it/s]\nEpoch 0: |          | 1144/? [10:55<00:00,  1.75it/s]\nEpoch 0: |          | 1144/? [10:55<00:00,  1.75it/s]\nEpoch 0: |          | 1145/? [10:55<00:00,  1.75it/s]\nEpoch 0: |          | 1145/? [10:55<00:00,  1.75it/s]\nEpoch 0: |          | 1146/? [10:56<00:00,  1.75it/s]\nEpoch 0: |          | 1146/? [10:56<00:00,  1.75it/s]\nEpoch 0: |          | 1147/? [10:56<00:00,  1.75it/s]\nEpoch 0: |          | 1147/? [10:56<00:00,  1.75it/s]\nEpoch 0: |          | 1148/? [10:57<00:00,  1.75it/s]\nEpoch 0: |          | 1148/? [10:57<00:00,  1.75it/s]\nEpoch 0: |          | 1149/? [10:58<00:00,  1.75it/s]\nEpoch 0: |          | 1149/? [10:58<00:00,  1.75it/s]\nEpoch 0: |          | 1150/? [10:58<00:00,  1.75it/s]\nEpoch 0: |          | 1150/? [10:58<00:00,  1.75it/s]\nEpoch 0: |          | 1151/? [10:59<00:00,  1.75it/s]\nEpoch 0: |          | 1151/? [10:59<00:00,  1.75it/s]\nEpoch 0: |          | 1152/? [10:59<00:00,  1.75it/s]\nEpoch 0: |          | 1152/? [10:59<00:00,  1.75it/s]\nEpoch 0: |          | 1153/? [11:00<00:00,  1.75it/s]\nEpoch 0: |          | 1153/? [11:00<00:00,  1.75it/s]\nEpoch 0: |          | 1154/? [11:00<00:00,  1.75it/s]\nEpoch 0: |          | 1154/? [11:00<00:00,  1.75it/s]\nEpoch 0: |          | 1155/? [11:01<00:00,  1.75it/s]\nEpoch 0: |          | 1155/? [11:01<00:00,  1.75it/s]\nEpoch 0: |          | 1156/? [11:01<00:00,  1.75it/s]\nEpoch 0: |          | 1156/? [11:01<00:00,  1.75it/s]\nEpoch 0: |          | 1157/? [11:02<00:00,  1.75it/s]\nEpoch 0: |          | 1157/? [11:02<00:00,  1.75it/s]\nEpoch 0: |          | 1158/? [11:02<00:00,  1.75it/s]\nEpoch 0: |          | 1158/? [11:02<00:00,  1.75it/s]\nEpoch 0: |          | 1159/? [11:03<00:00,  1.75it/s]\nEpoch 0: |          | 1159/? [11:03<00:00,  1.75it/s]\nEpoch 0: |          | 1160/? [11:03<00:00,  1.75it/s]\nEpoch 0: |          | 1160/? [11:03<00:00,  1.75it/s]\nEpoch 0: |          | 1161/? [11:04<00:00,  1.75it/s]\nEpoch 0: |          | 1161/? [11:04<00:00,  1.75it/s]\nEpoch 0: |          | 1162/? [11:04<00:00,  1.75it/s]\nEpoch 0: |          | 1162/? [11:04<00:00,  1.75it/s]\nEpoch 0: |          | 1163/? [11:05<00:00,  1.75it/s]\nEpoch 0: |          | 1163/? [11:05<00:00,  1.75it/s]\nEpoch 0: |          | 1164/? [11:05<00:00,  1.75it/s]\nEpoch 0: |          | 1164/? [11:05<00:00,  1.75it/s]\nEpoch 0: |          | 1165/? [11:06<00:00,  1.75it/s]\nEpoch 0: |          | 1165/? [11:06<00:00,  1.75it/s]\nEpoch 0: |          | 1166/? [11:06<00:00,  1.75it/s]\nEpoch 0: |          | 1166/? [11:06<00:00,  1.75it/s]\nEpoch 0: |          | 1167/? [11:07<00:00,  1.75it/s]\nEpoch 0: |          | 1167/? [11:07<00:00,  1.75it/s]\nEpoch 0: |          | 1168/? [11:07<00:00,  1.75it/s]\nEpoch 0: |          | 1168/? [11:07<00:00,  1.75it/s]\nEpoch 0: |          | 1169/? [11:08<00:00,  1.75it/s]\nEpoch 0: |          | 1169/? [11:08<00:00,  1.75it/s]\nEpoch 0: |          | 1170/? [11:08<00:00,  1.75it/s]\nEpoch 0: |          | 1170/? [11:08<00:00,  1.75it/s]\nEpoch 0: |          | 1171/? [11:09<00:00,  1.75it/s]\nEpoch 0: |          | 1171/? [11:09<00:00,  1.75it/s]\nEpoch 0: |          | 1172/? [11:09<00:00,  1.75it/s]\nEpoch 0: |          | 1172/? [11:09<00:00,  1.75it/s]\nEpoch 0: |          | 1173/? [11:10<00:00,  1.75it/s]\nEpoch 0: |          | 1173/? [11:10<00:00,  1.75it/s]\nEpoch 0: |          | 1174/? [11:10<00:00,  1.75it/s]\nEpoch 0: |          | 1174/? [11:10<00:00,  1.75it/s]\nEpoch 0: |          | 1175/? [11:11<00:00,  1.75it/s]\nEpoch 0: |          | 1175/? [11:11<00:00,  1.75it/s]\nEpoch 0: |          | 1176/? [11:11<00:00,  1.75it/s]\nEpoch 0: |          | 1176/? [11:11<00:00,  1.75it/s]\nEpoch 0: |          | 1177/? [11:12<00:00,  1.75it/s]\nEpoch 0: |          | 1177/? [11:12<00:00,  1.75it/s]\nEpoch 0: |          | 1178/? [11:12<00:00,  1.75it/s]\nEpoch 0: |          | 1178/? [11:12<00:00,  1.75it/s]\nEpoch 0: |          | 1179/? [11:13<00:00,  1.75it/s]\nEpoch 0: |          | 1179/? [11:13<00:00,  1.75it/s]\nEpoch 0: |          | 1180/? [11:13<00:00,  1.75it/s]\nEpoch 0: |          | 1180/? [11:13<00:00,  1.75it/s]\nEpoch 0: |          | 1181/? [11:14<00:00,  1.75it/s]\nEpoch 0: |          | 1181/? [11:14<00:00,  1.75it/s]\nEpoch 0: |          | 1182/? [11:14<00:00,  1.75it/s]\nEpoch 0: |          | 1182/? [11:14<00:00,  1.75it/s]\nEpoch 0: |          | 1183/? [11:15<00:00,  1.75it/s]\nEpoch 0: |          | 1183/? [11:15<00:00,  1.75it/s]\nEpoch 0: |          | 1184/? [11:15<00:00,  1.75it/s]\nEpoch 0: |          | 1184/? [11:15<00:00,  1.75it/s]\nEpoch 0: |          | 1185/? [11:15<00:00,  1.75it/s]\nEpoch 0: |          | 1185/? [11:15<00:00,  1.75it/s]\nEpoch 0: |          | 1186/? [11:16<00:00,  1.75it/s]\nEpoch 0: |          | 1186/? [11:16<00:00,  1.75it/s]\nEpoch 0: |          | 1187/? [11:16<00:00,  1.75it/s]\nEpoch 0: |          | 1187/? [11:16<00:00,  1.75it/s]\nEpoch 0: |          | 1188/? [11:17<00:00,  1.75it/s]\nEpoch 0: |          | 1188/? [11:17<00:00,  1.75it/s]\nEpoch 0: |          | 1189/? [11:17<00:00,  1.75it/s]\nEpoch 0: |          | 1189/? [11:17<00:00,  1.75it/s]\nEpoch 0: |          | 1190/? [11:18<00:00,  1.75it/s]\nEpoch 0: |          | 1190/? [11:18<00:00,  1.75it/s]\nEpoch 0: |          | 1191/? [11:18<00:00,  1.75it/s]\nEpoch 0: |          | 1191/? [11:18<00:00,  1.75it/s]\nEpoch 0: |          | 1192/? [11:19<00:00,  1.75it/s]\nEpoch 0: |          | 1192/? [11:19<00:00,  1.75it/s]\nEpoch 0: |          | 1193/? [11:19<00:00,  1.76it/s]\nEpoch 0: |          | 1193/? [11:19<00:00,  1.76it/s]\nEpoch 0: |          | 1194/? [11:20<00:00,  1.76it/s]\nEpoch 0: |          | 1194/? [11:20<00:00,  1.76it/s]\nEpoch 0: |          | 1195/? [11:20<00:00,  1.76it/s]\nEpoch 0: |          | 1195/? [11:20<00:00,  1.76it/s]\nEpoch 0: |          | 1196/? [11:21<00:00,  1.76it/s]\nEpoch 0: |          | 1196/? [11:21<00:00,  1.76it/s]\nEpoch 0: |          | 1197/? [11:21<00:00,  1.76it/s]\nEpoch 0: |          | 1197/? [11:21<00:00,  1.76it/s]\nEpoch 0: |          | 1198/? [11:22<00:00,  1.76it/s]\nEpoch 0: |          | 1198/? [11:22<00:00,  1.76it/s]\nEpoch 0: |          | 1199/? [11:22<00:00,  1.76it/s]\nEpoch 0: |          | 1199/? [11:22<00:00,  1.76it/s]\nEpoch 0: |          | 1200/? [11:22<00:00,  1.76it/s]\nEpoch 0: |          | 1200/? [11:22<00:00,  1.76it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:01,  2.38it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  2.25it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:01<00:00,  2.26it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  2.29it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 1200/? [11:24<00:00,  1.75it/s]\nEpoch 0: |          | 1201/? [11:25<00:00,  1.75it/s]\nEpoch 0: |          | 1201/? [11:25<00:00,  1.75it/s]\nEpoch 0: |          | 1202/? [11:25<00:00,  1.75it/s]\nEpoch 0: |          | 1202/? [11:25<00:00,  1.75it/s]\nEpoch 0: |          | 1203/? [11:26<00:00,  1.75it/s]\nEpoch 0: |          | 1203/? [11:26<00:00,  1.75it/s]\nEpoch 0: |          | 1204/? [11:26<00:00,  1.75it/s]\nEpoch 0: |          | 1204/? [11:26<00:00,  1.75it/s]\nEpoch 0: |          | 1205/? [11:26<00:00,  1.75it/s]\nEpoch 0: |          | 1205/? [11:26<00:00,  1.75it/s]\nEpoch 0: |          | 1206/? [11:27<00:00,  1.75it/s]\nEpoch 0: |          | 1206/? [11:27<00:00,  1.75it/s]\nEpoch 0: |          | 1207/? [11:27<00:00,  1.75it/s]\nEpoch 0: |          | 1207/? [11:27<00:00,  1.75it/s]\nEpoch 0: |          | 1208/? [11:28<00:00,  1.75it/s]\nEpoch 0: |          | 1208/? [11:28<00:00,  1.75it/s]\nEpoch 0: |          | 1209/? [11:28<00:00,  1.76it/s]\nEpoch 0: |          | 1209/? [11:28<00:00,  1.76it/s]\nEpoch 0: |          | 1210/? [11:29<00:00,  1.76it/s]\nEpoch 0: |          | 1210/? [11:29<00:00,  1.76it/s]\nEpoch 0: |          | 1211/? [11:29<00:00,  1.76it/s]\nEpoch 0: |          | 1211/? [11:29<00:00,  1.76it/s]\nEpoch 0: |          | 1212/? [11:30<00:00,  1.76it/s]\nEpoch 0: |          | 1212/? [11:30<00:00,  1.76it/s]\nEpoch 0: |          | 1213/? [11:30<00:00,  1.76it/s]\nEpoch 0: |          | 1213/? [11:30<00:00,  1.76it/s]\nEpoch 0: |          | 1214/? [11:31<00:00,  1.76it/s]\nEpoch 0: |          | 1214/? [11:31<00:00,  1.76it/s]\nEpoch 0: |          | 1215/? [11:31<00:00,  1.76it/s]\nEpoch 0: |          | 1215/? [11:31<00:00,  1.76it/s]\nEpoch 0: |          | 1216/? [11:31<00:00,  1.76it/s]\nEpoch 0: |          | 1216/? [11:31<00:00,  1.76it/s]\nEpoch 0: |          | 1217/? [11:32<00:00,  1.76it/s]\nEpoch 0: |          | 1217/? [11:32<00:00,  1.76it/s]\nEpoch 0: |          | 1218/? [11:32<00:00,  1.76it/s]\nEpoch 0: |          | 1218/? [11:32<00:00,  1.76it/s]\nEpoch 0: |          | 1219/? [11:33<00:00,  1.76it/s]\nEpoch 0: |          | 1219/? [11:33<00:00,  1.76it/s]\nEpoch 0: |          | 1220/? [11:33<00:00,  1.76it/s]\nEpoch 0: |          | 1220/? [11:33<00:00,  1.76it/s]\nEpoch 0: |          | 1221/? [11:34<00:00,  1.76it/s]\nEpoch 0: |          | 1221/? [11:34<00:00,  1.76it/s]\nEpoch 0: |          | 1222/? [11:34<00:00,  1.76it/s]\nEpoch 0: |          | 1222/? [11:34<00:00,  1.76it/s]\nEpoch 0: |          | 1223/? [11:35<00:00,  1.76it/s]\nEpoch 0: |          | 1223/? [11:35<00:00,  1.76it/s]\nEpoch 0: |          | 1224/? [11:35<00:00,  1.76it/s]\nEpoch 0: |          | 1224/? [11:35<00:00,  1.76it/s]\nEpoch 0: |          | 1225/? [11:35<00:00,  1.76it/s]\nEpoch 0: |          | 1225/? [11:35<00:00,  1.76it/s]\nEpoch 0: |          | 1226/? [11:36<00:00,  1.76it/s]\nEpoch 0: |          | 1226/? [11:36<00:00,  1.76it/s]\nEpoch 0: |          | 1227/? [11:36<00:00,  1.76it/s]\nEpoch 0: |          | 1227/? [11:36<00:00,  1.76it/s]\nEpoch 0: |          | 1228/? [11:37<00:00,  1.76it/s]\nEpoch 0: |          | 1228/? [11:37<00:00,  1.76it/s]\nEpoch 0: |          | 1229/? [11:37<00:00,  1.76it/s]\nEpoch 0: |          | 1229/? [11:37<00:00,  1.76it/s]\nEpoch 0: |          | 1230/? [11:38<00:00,  1.76it/s]\nEpoch 0: |          | 1230/? [11:38<00:00,  1.76it/s]\nEpoch 0: |          | 1231/? [11:38<00:00,  1.76it/s]\nEpoch 0: |          | 1231/? [11:38<00:00,  1.76it/s]\nEpoch 0: |          | 1232/? [11:38<00:00,  1.76it/s]\nEpoch 0: |          | 1232/? [11:38<00:00,  1.76it/s]\nEpoch 0: |          | 1233/? [11:39<00:00,  1.76it/s]\nEpoch 0: |          | 1233/? [11:39<00:00,  1.76it/s]\nEpoch 0: |          | 1234/? [11:39<00:00,  1.76it/s]\nEpoch 0: |          | 1234/? [11:39<00:00,  1.76it/s]\nEpoch 0: |          | 1235/? [11:40<00:00,  1.76it/s]\nEpoch 0: |          | 1235/? [11:40<00:00,  1.76it/s]\nEpoch 0: |          | 1236/? [11:40<00:00,  1.76it/s]\nEpoch 0: |          | 1236/? [11:40<00:00,  1.76it/s]\nEpoch 0: |          | 1237/? [11:41<00:00,  1.76it/s]\nEpoch 0: |          | 1237/? [11:41<00:00,  1.76it/s]\nEpoch 0: |          | 1238/? [11:41<00:00,  1.76it/s]\nEpoch 0: |          | 1238/? [11:41<00:00,  1.76it/s]\nEpoch 0: |          | 1239/? [11:41<00:00,  1.77it/s]\nEpoch 0: |          | 1239/? [11:41<00:00,  1.77it/s]\nEpoch 0: |          | 1240/? [11:42<00:00,  1.77it/s]\nEpoch 0: |          | 1240/? [11:42<00:00,  1.77it/s]\nEpoch 0: |          | 1241/? [11:42<00:00,  1.77it/s]\nEpoch 0: |          | 1241/? [11:42<00:00,  1.77it/s]\nEpoch 0: |          | 1242/? [11:43<00:00,  1.77it/s]\nEpoch 0: |          | 1242/? [11:43<00:00,  1.77it/s]\nEpoch 0: |          | 1243/? [11:43<00:00,  1.77it/s]\nEpoch 0: |          | 1243/? [11:43<00:00,  1.77it/s]\nEpoch 0: |          | 1244/? [11:44<00:00,  1.77it/s]\nEpoch 0: |          | 1244/? [11:44<00:00,  1.77it/s]\nEpoch 0: |          | 1245/? [11:44<00:00,  1.77it/s]\nEpoch 0: |          | 1245/? [11:44<00:00,  1.77it/s]\nEpoch 0: |          | 1246/? [11:44<00:00,  1.77it/s]\nEpoch 0: |          | 1246/? [11:44<00:00,  1.77it/s]\nEpoch 0: |          | 1247/? [11:45<00:00,  1.77it/s]\nEpoch 0: |          | 1247/? [11:45<00:00,  1.77it/s]\nEpoch 0: |          | 1248/? [11:45<00:00,  1.77it/s]\nEpoch 0: |          | 1248/? [11:45<00:00,  1.77it/s]\nEpoch 0: |          | 1249/? [11:46<00:00,  1.77it/s]\nEpoch 0: |          | 1249/? [11:46<00:00,  1.77it/s]\nEpoch 0: |          | 1250/? [11:46<00:00,  1.77it/s]\nEpoch 0: |          | 1250/? [11:46<00:00,  1.77it/s]\nEpoch 0: |          | 1251/? [11:47<00:00,  1.77it/s]\nEpoch 0: |          | 1251/? [11:47<00:00,  1.77it/s]\nEpoch 0: |          | 1252/? [11:47<00:00,  1.77it/s]\nEpoch 0: |          | 1252/? [11:47<00:00,  1.77it/s]\nEpoch 0: |          | 1253/? [11:48<00:00,  1.77it/s]\nEpoch 0: |          | 1253/? [11:48<00:00,  1.77it/s]\nEpoch 0: |          | 1254/? [11:48<00:00,  1.77it/s]\nEpoch 0: |          | 1254/? [11:48<00:00,  1.77it/s]\nEpoch 0: |          | 1255/? [11:48<00:00,  1.77it/s]\nEpoch 0: |          | 1255/? [11:48<00:00,  1.77it/s]\nEpoch 0: |          | 1256/? [11:49<00:00,  1.77it/s]\nEpoch 0: |          | 1256/? [11:49<00:00,  1.77it/s]\nEpoch 0: |          | 1257/? [11:49<00:00,  1.77it/s]\nEpoch 0: |          | 1257/? [11:49<00:00,  1.77it/s]\nEpoch 0: |          | 1258/? [11:50<00:00,  1.77it/s]\nEpoch 0: |          | 1258/? [11:50<00:00,  1.77it/s]\nEpoch 0: |          | 1259/? [11:50<00:00,  1.77it/s]\nEpoch 0: |          | 1259/? [11:50<00:00,  1.77it/s]\nEpoch 0: |          | 1260/? [11:51<00:00,  1.77it/s]\nEpoch 0: |          | 1260/? [11:51<00:00,  1.77it/s]\nEpoch 0: |          | 1261/? [11:51<00:00,  1.77it/s]\nEpoch 0: |          | 1261/? [11:51<00:00,  1.77it/s]\nEpoch 0: |          | 1262/? [11:51<00:00,  1.77it/s]\nEpoch 0: |          | 1262/? [11:51<00:00,  1.77it/s]\nEpoch 0: |          | 1263/? [11:52<00:00,  1.77it/s]\nEpoch 0: |          | 1263/? [11:52<00:00,  1.77it/s]\nEpoch 0: |          | 1264/? [11:52<00:00,  1.77it/s]\nEpoch 0: |          | 1264/? [11:52<00:00,  1.77it/s]\nEpoch 0: |          | 1265/? [11:53<00:00,  1.77it/s]\nEpoch 0: |          | 1265/? [11:53<00:00,  1.77it/s]\nEpoch 0: |          | 1266/? [11:53<00:00,  1.77it/s]\nEpoch 0: |          | 1266/? [11:53<00:00,  1.77it/s]\nEpoch 0: |          | 1267/? [11:54<00:00,  1.77it/s]\nEpoch 0: |          | 1267/? [11:54<00:00,  1.77it/s]\nEpoch 0: |          | 1268/? [11:54<00:00,  1.77it/s]\nEpoch 0: |          | 1268/? [11:54<00:00,  1.77it/s]\nEpoch 0: |          | 1269/? [11:54<00:00,  1.77it/s]\nEpoch 0: |          | 1269/? [11:54<00:00,  1.77it/s]\nEpoch 0: |          | 1270/? [11:55<00:00,  1.78it/s]\nEpoch 0: |          | 1270/? [11:55<00:00,  1.78it/s]\nEpoch 0: |          | 1271/? [11:55<00:00,  1.78it/s]\nEpoch 0: |          | 1271/? [11:55<00:00,  1.78it/s]\nEpoch 0: |          | 1272/? [11:56<00:00,  1.78it/s]\nEpoch 0: |          | 1272/? [11:56<00:00,  1.78it/s]\nEpoch 0: |          | 1273/? [11:56<00:00,  1.78it/s]\nEpoch 0: |          | 1273/? [11:56<00:00,  1.78it/s]\nEpoch 0: |          | 1274/? [11:57<00:00,  1.78it/s]\nEpoch 0: |          | 1274/? [11:57<00:00,  1.78it/s]\nEpoch 0: |          | 1275/? [11:57<00:00,  1.78it/s]\nEpoch 0: |          | 1275/? [11:57<00:00,  1.78it/s]\nEpoch 0: |          | 1276/? [11:57<00:00,  1.78it/s]\nEpoch 0: |          | 1276/? [11:57<00:00,  1.78it/s]\nEpoch 0: |          | 1277/? [11:58<00:00,  1.78it/s]\nEpoch 0: |          | 1277/? [11:58<00:00,  1.78it/s]\nEpoch 0: |          | 1278/? [11:58<00:00,  1.78it/s]\nEpoch 0: |          | 1278/? [11:58<00:00,  1.78it/s]\nEpoch 0: |          | 1279/? [11:59<00:00,  1.78it/s]\nEpoch 0: |          | 1279/? [11:59<00:00,  1.78it/s]\nEpoch 0: |          | 1280/? [11:59<00:00,  1.78it/s]\nEpoch 0: |          | 1280/? [11:59<00:00,  1.78it/s]\nEpoch 0: |          | 1281/? [12:00<00:00,  1.78it/s]\nEpoch 0: |          | 1281/? [12:00<00:00,  1.78it/s]\nEpoch 0: |          | 1282/? [12:00<00:00,  1.78it/s]\nEpoch 0: |          | 1282/? [12:00<00:00,  1.78it/s]\nEpoch 0: |          | 1283/? [12:00<00:00,  1.78it/s]\nEpoch 0: |          | 1283/? [12:00<00:00,  1.78it/s]\nEpoch 0: |          | 1284/? [12:01<00:00,  1.78it/s]\nEpoch 0: |          | 1284/? [12:01<00:00,  1.78it/s]\nEpoch 0: |          | 1285/? [12:01<00:00,  1.78it/s]\nEpoch 0: |          | 1285/? [12:01<00:00,  1.78it/s]\nEpoch 0: |          | 1286/? [12:02<00:00,  1.78it/s]\nEpoch 0: |          | 1286/? [12:02<00:00,  1.78it/s]\nEpoch 0: |          | 1287/? [12:02<00:00,  1.78it/s]\nEpoch 0: |          | 1287/? [12:02<00:00,  1.78it/s]\nEpoch 0: |          | 1288/? [12:03<00:00,  1.78it/s]\nEpoch 0: |          | 1288/? [12:03<00:00,  1.78it/s]\nEpoch 0: |          | 1289/? [12:03<00:00,  1.78it/s]\nEpoch 0: |          | 1289/? [12:03<00:00,  1.78it/s]\nEpoch 0: |          | 1290/? [12:04<00:00,  1.78it/s]\nEpoch 0: |          | 1290/? [12:04<00:00,  1.78it/s]\nEpoch 0: |          | 1291/? [12:04<00:00,  1.78it/s]\nEpoch 0: |          | 1291/? [12:04<00:00,  1.78it/s]\nEpoch 0: |          | 1292/? [12:04<00:00,  1.78it/s]\nEpoch 0: |          | 1292/? [12:04<00:00,  1.78it/s]\nEpoch 0: |          | 1293/? [12:05<00:00,  1.78it/s]\nEpoch 0: |          | 1293/? [12:05<00:00,  1.78it/s]\nEpoch 0: |          | 1294/? [12:05<00:00,  1.78it/s]\nEpoch 0: |          | 1294/? [12:05<00:00,  1.78it/s]\nEpoch 0: |          | 1295/? [12:06<00:00,  1.78it/s]\nEpoch 0: |          | 1295/? [12:06<00:00,  1.78it/s]\nEpoch 0: |          | 1296/? [12:06<00:00,  1.78it/s]\nEpoch 0: |          | 1296/? [12:06<00:00,  1.78it/s]\nEpoch 0: |          | 1297/? [12:06<00:00,  1.78it/s]\nEpoch 0: |          | 1297/? [12:06<00:00,  1.78it/s]\nEpoch 0: |          | 1298/? [12:07<00:00,  1.78it/s]\nEpoch 0: |          | 1298/? [12:07<00:00,  1.78it/s]\nEpoch 0: |          | 1299/? [12:07<00:00,  1.78it/s]\nEpoch 0: |          | 1299/? [12:07<00:00,  1.78it/s]\nEpoch 0: |          | 1300/? [12:08<00:00,  1.79it/s]\nEpoch 0: |          | 1300/? [12:08<00:00,  1.79it/s]\nEpoch 0: |          | 1301/? [12:08<00:00,  1.79it/s]\nEpoch 0: |          | 1301/? [12:08<00:00,  1.79it/s]\nEpoch 0: |          | 1302/? [12:09<00:00,  1.79it/s]\nEpoch 0: |          | 1302/? [12:09<00:00,  1.79it/s]\nEpoch 0: |          | 1303/? [12:09<00:00,  1.79it/s]\nEpoch 0: |          | 1303/? [12:09<00:00,  1.79it/s]\nEpoch 0: |          | 1304/? [12:09<00:00,  1.79it/s]\nEpoch 0: |          | 1304/? [12:09<00:00,  1.79it/s]\nEpoch 0: |          | 1305/? [12:10<00:00,  1.79it/s]\nEpoch 0: |          | 1305/? [12:10<00:00,  1.79it/s]\nEpoch 0: |          | 1306/? [12:10<00:00,  1.79it/s]\nEpoch 0: |          | 1306/? [12:10<00:00,  1.79it/s]\nEpoch 0: |          | 1307/? [12:11<00:00,  1.79it/s]\nEpoch 0: |          | 1307/? [12:11<00:00,  1.79it/s]\nEpoch 0: |          | 1308/? [12:11<00:00,  1.79it/s]\nEpoch 0: |          | 1308/? [12:11<00:00,  1.79it/s]\nEpoch 0: |          | 1309/? [12:12<00:00,  1.79it/s]\nEpoch 0: |          | 1309/? [12:12<00:00,  1.79it/s]\nEpoch 0: |          | 1310/? [12:12<00:00,  1.79it/s]\nEpoch 0: |          | 1310/? [12:12<00:00,  1.79it/s]\nEpoch 0: |          | 1311/? [12:12<00:00,  1.79it/s]\nEpoch 0: |          | 1311/? [12:12<00:00,  1.79it/s]\nEpoch 0: |          | 1312/? [12:13<00:00,  1.79it/s]\nEpoch 0: |          | 1312/? [12:13<00:00,  1.79it/s]\nEpoch 0: |          | 1313/? [12:13<00:00,  1.79it/s]\nEpoch 0: |          | 1313/? [12:13<00:00,  1.79it/s]\nEpoch 0: |          | 1314/? [12:14<00:00,  1.79it/s]\nEpoch 0: |          | 1314/? [12:14<00:00,  1.79it/s]\nEpoch 0: |          | 1315/? [12:14<00:00,  1.79it/s]\nEpoch 0: |          | 1315/? [12:14<00:00,  1.79it/s]\nEpoch 0: |          | 1316/? [12:15<00:00,  1.79it/s]\nEpoch 0: |          | 1316/? [12:15<00:00,  1.79it/s]\nEpoch 0: |          | 1317/? [12:15<00:00,  1.79it/s]\nEpoch 0: |          | 1317/? [12:15<00:00,  1.79it/s]\nEpoch 0: |          | 1318/? [12:15<00:00,  1.79it/s]\nEpoch 0: |          | 1318/? [12:15<00:00,  1.79it/s]\nEpoch 0: |          | 1319/? [12:16<00:00,  1.79it/s]\nEpoch 0: |          | 1319/? [12:16<00:00,  1.79it/s]\nEpoch 0: |          | 1320/? [12:16<00:00,  1.79it/s]\nEpoch 0: |          | 1320/? [12:16<00:00,  1.79it/s]\nEpoch 0: |          | 1321/? [12:17<00:00,  1.79it/s]\nEpoch 0: |          | 1321/? [12:17<00:00,  1.79it/s]\nEpoch 0: |          | 1322/? [12:17<00:00,  1.79it/s]\nEpoch 0: |          | 1322/? [12:17<00:00,  1.79it/s]\nEpoch 0: |          | 1323/? [12:18<00:00,  1.79it/s]\nEpoch 0: |          | 1323/? [12:18<00:00,  1.79it/s]\nEpoch 0: |          | 1324/? [12:18<00:00,  1.79it/s]\nEpoch 0: |          | 1324/? [12:18<00:00,  1.79it/s]\nEpoch 0: |          | 1325/? [12:18<00:00,  1.79it/s]\nEpoch 0: |          | 1325/? [12:18<00:00,  1.79it/s]\nEpoch 0: |          | 1326/? [12:19<00:00,  1.79it/s]\nEpoch 0: |          | 1326/? [12:19<00:00,  1.79it/s]\nEpoch 0: |          | 1327/? [12:19<00:00,  1.79it/s]\nEpoch 0: |          | 1327/? [12:19<00:00,  1.79it/s]\nEpoch 0: |          | 1328/? [12:20<00:00,  1.79it/s]\nEpoch 0: |          | 1328/? [12:20<00:00,  1.79it/s]\nEpoch 0: |          | 1329/? [12:20<00:00,  1.79it/s]\nEpoch 0: |          | 1329/? [12:20<00:00,  1.79it/s]\nEpoch 0: |          | 1330/? [12:21<00:00,  1.79it/s]\nEpoch 0: |          | 1330/? [12:21<00:00,  1.79it/s]\nEpoch 0: |          | 1331/? [12:21<00:00,  1.80it/s]\nEpoch 0: |          | 1331/? [12:21<00:00,  1.80it/s]\nEpoch 0: |          | 1332/? [12:21<00:00,  1.80it/s]\nEpoch 0: |          | 1332/? [12:21<00:00,  1.80it/s]\nEpoch 0: |          | 1333/? [12:22<00:00,  1.80it/s]\nEpoch 0: |          | 1333/? [12:22<00:00,  1.80it/s]\nEpoch 0: |          | 1334/? [12:22<00:00,  1.80it/s]\nEpoch 0: |          | 1334/? [12:22<00:00,  1.80it/s]\nEpoch 0: |          | 1335/? [12:23<00:00,  1.80it/s]\nEpoch 0: |          | 1335/? [12:23<00:00,  1.80it/s]\nEpoch 0: |          | 1336/? [12:23<00:00,  1.80it/s]\nEpoch 0: |          | 1336/? [12:23<00:00,  1.80it/s]\nEpoch 0: |          | 1337/? [12:24<00:00,  1.80it/s]\nEpoch 0: |          | 1337/? [12:24<00:00,  1.80it/s]\nEpoch 0: |          | 1338/? [12:24<00:00,  1.80it/s]\nEpoch 0: |          | 1338/? [12:24<00:00,  1.80it/s]\nEpoch 0: |          | 1339/? [12:24<00:00,  1.80it/s]\nEpoch 0: |          | 1339/? [12:24<00:00,  1.80it/s]\nEpoch 0: |          | 1340/? [12:25<00:00,  1.80it/s]\nEpoch 0: |          | 1340/? [12:25<00:00,  1.80it/s]\nEpoch 0: |          | 1341/? [12:25<00:00,  1.80it/s]\nEpoch 0: |          | 1341/? [12:25<00:00,  1.80it/s]\nEpoch 0: |          | 1342/? [12:26<00:00,  1.80it/s]\nEpoch 0: |          | 1342/? [12:26<00:00,  1.80it/s]\nEpoch 0: |          | 1343/? [12:26<00:00,  1.80it/s]\nEpoch 0: |          | 1343/? [12:26<00:00,  1.80it/s]\nEpoch 0: |          | 1344/? [12:27<00:00,  1.80it/s]\nEpoch 0: |          | 1344/? [12:27<00:00,  1.80it/s]\nEpoch 0: |          | 1345/? [12:27<00:00,  1.80it/s]\nEpoch 0: |          | 1345/? [12:27<00:00,  1.80it/s]\nEpoch 0: |          | 1346/? [12:27<00:00,  1.80it/s]\nEpoch 0: |          | 1346/? [12:27<00:00,  1.80it/s]\nEpoch 0: |          | 1347/? [12:28<00:00,  1.80it/s]\nEpoch 0: |          | 1347/? [12:28<00:00,  1.80it/s]\nEpoch 0: |          | 1348/? [12:28<00:00,  1.80it/s]\nEpoch 0: |          | 1348/? [12:28<00:00,  1.80it/s]\nEpoch 0: |          | 1349/? [12:29<00:00,  1.80it/s]\nEpoch 0: |          | 1349/? [12:29<00:00,  1.80it/s]\nEpoch 0: |          | 1350/? [12:29<00:00,  1.80it/s]\nEpoch 0: |          | 1350/? [12:29<00:00,  1.80it/s]\nEpoch 0: |          | 1351/? [12:30<00:00,  1.80it/s]\nEpoch 0: |          | 1351/? [12:30<00:00,  1.80it/s]\nEpoch 0: |          | 1352/? [12:30<00:00,  1.80it/s]\nEpoch 0: |          | 1352/? [12:30<00:00,  1.80it/s]\nEpoch 0: |          | 1353/? [12:30<00:00,  1.80it/s]\nEpoch 0: |          | 1353/? [12:30<00:00,  1.80it/s]\nEpoch 0: |          | 1354/? [12:31<00:00,  1.80it/s]\nEpoch 0: |          | 1354/? [12:31<00:00,  1.80it/s]\nEpoch 0: |          | 1355/? [12:31<00:00,  1.80it/s]\nEpoch 0: |          | 1355/? [12:31<00:00,  1.80it/s]\nEpoch 0: |          | 1356/? [12:32<00:00,  1.80it/s]\nEpoch 0: |          | 1356/? [12:32<00:00,  1.80it/s]\nEpoch 0: |          | 1357/? [12:32<00:00,  1.80it/s]\nEpoch 0: |          | 1357/? [12:32<00:00,  1.80it/s]\nEpoch 0: |          | 1358/? [12:33<00:00,  1.80it/s]\nEpoch 0: |          | 1358/? [12:33<00:00,  1.80it/s]\nEpoch 0: |          | 1359/? [12:33<00:00,  1.80it/s]\nEpoch 0: |          | 1359/? [12:33<00:00,  1.80it/s]\nEpoch 0: |          | 1360/? [12:33<00:00,  1.80it/s]\nEpoch 0: |          | 1360/? [12:33<00:00,  1.80it/s]\nEpoch 0: |          | 1361/? [12:34<00:00,  1.80it/s]\nEpoch 0: |          | 1361/? [12:34<00:00,  1.80it/s]\nEpoch 0: |          | 1362/? [12:34<00:00,  1.80it/s]\nEpoch 0: |          | 1362/? [12:34<00:00,  1.80it/s]\nEpoch 0: |          | 1363/? [12:35<00:00,  1.80it/s]\nEpoch 0: |          | 1363/? [12:35<00:00,  1.80it/s]\nEpoch 0: |          | 1364/? [12:35<00:00,  1.80it/s]\nEpoch 0: |          | 1364/? [12:35<00:00,  1.80it/s]\nEpoch 0: |          | 1365/? [12:36<00:00,  1.81it/s]\nEpoch 0: |          | 1365/? [12:36<00:00,  1.81it/s]\nEpoch 0: |          | 1366/? [12:36<00:00,  1.81it/s]\nEpoch 0: |          | 1366/? [12:36<00:00,  1.81it/s]\nEpoch 0: |          | 1367/? [12:37<00:00,  1.81it/s]\nEpoch 0: |          | 1367/? [12:37<00:00,  1.81it/s]\nEpoch 0: |          | 1368/? [12:37<00:00,  1.81it/s]\nEpoch 0: |          | 1368/? [12:37<00:00,  1.81it/s]\nEpoch 0: |          | 1369/? [12:37<00:00,  1.81it/s]\nEpoch 0: |          | 1369/? [12:37<00:00,  1.81it/s]\nEpoch 0: |          | 1370/? [12:38<00:00,  1.81it/s]\nEpoch 0: |          | 1370/? [12:38<00:00,  1.81it/s]\nEpoch 0: |          | 1371/? [12:38<00:00,  1.81it/s]\nEpoch 0: |          | 1371/? [12:38<00:00,  1.81it/s]\nEpoch 0: |          | 1372/? [12:39<00:00,  1.81it/s]\nEpoch 0: |          | 1372/? [12:39<00:00,  1.81it/s]\nEpoch 0: |          | 1373/? [12:39<00:00,  1.81it/s]\nEpoch 0: |          | 1373/? [12:39<00:00,  1.81it/s]\nEpoch 0: |          | 1374/? [12:40<00:00,  1.81it/s]\nEpoch 0: |          | 1374/? [12:40<00:00,  1.81it/s]\nEpoch 0: |          | 1375/? [12:40<00:00,  1.81it/s]\nEpoch 0: |          | 1375/? [12:40<00:00,  1.81it/s]\nEpoch 0: |          | 1376/? [12:40<00:00,  1.81it/s]\nEpoch 0: |          | 1376/? [12:40<00:00,  1.81it/s]\nEpoch 0: |          | 1377/? [12:41<00:00,  1.81it/s]\nEpoch 0: |          | 1377/? [12:41<00:00,  1.81it/s]\nEpoch 0: |          | 1378/? [12:41<00:00,  1.81it/s]\nEpoch 0: |          | 1378/? [12:41<00:00,  1.81it/s]\nEpoch 0: |          | 1379/? [12:42<00:00,  1.81it/s]\nEpoch 0: |          | 1379/? [12:42<00:00,  1.81it/s]\nEpoch 0: |          | 1380/? [12:42<00:00,  1.81it/s]\nEpoch 0: |          | 1380/? [12:42<00:00,  1.81it/s]\nEpoch 0: |          | 1381/? [12:43<00:00,  1.81it/s]\nEpoch 0: |          | 1381/? [12:43<00:00,  1.81it/s]\nEpoch 0: |          | 1382/? [12:43<00:00,  1.81it/s]\nEpoch 0: |          | 1382/? [12:43<00:00,  1.81it/s]\nEpoch 0: |          | 1383/? [12:44<00:00,  1.81it/s]\nEpoch 0: |          | 1383/? [12:44<00:00,  1.81it/s]\nEpoch 0: |          | 1384/? [12:44<00:00,  1.81it/s]\nEpoch 0: |          | 1384/? [12:44<00:00,  1.81it/s]\nEpoch 0: |          | 1385/? [12:44<00:00,  1.81it/s]\nEpoch 0: |          | 1385/? [12:44<00:00,  1.81it/s]\nEpoch 0: |          | 1386/? [12:45<00:00,  1.81it/s]\nEpoch 0: |          | 1386/? [12:45<00:00,  1.81it/s]\nEpoch 0: |          | 1387/? [12:45<00:00,  1.81it/s]\nEpoch 0: |          | 1387/? [12:45<00:00,  1.81it/s]\nEpoch 0: |          | 1388/? [12:46<00:00,  1.81it/s]\nEpoch 0: |          | 1388/? [12:46<00:00,  1.81it/s]\nEpoch 0: |          | 1389/? [12:46<00:00,  1.81it/s]\nEpoch 0: |          | 1389/? [12:46<00:00,  1.81it/s]\nEpoch 0: |          | 1390/? [12:47<00:00,  1.81it/s]\nEpoch 0: |          | 1390/? [12:47<00:00,  1.81it/s]\nEpoch 0: |          | 1391/? [12:47<00:00,  1.81it/s]\nEpoch 0: |          | 1391/? [12:47<00:00,  1.81it/s]\nEpoch 0: |          | 1392/? [12:47<00:00,  1.81it/s]\nEpoch 0: |          | 1392/? [12:47<00:00,  1.81it/s]\nEpoch 0: |          | 1393/? [12:48<00:00,  1.81it/s]\nEpoch 0: |          | 1393/? [12:48<00:00,  1.81it/s]\nEpoch 0: |          | 1394/? [12:48<00:00,  1.81it/s]\nEpoch 0: |          | 1394/? [12:48<00:00,  1.81it/s]\nEpoch 0: |          | 1395/? [12:49<00:00,  1.81it/s]\nEpoch 0: |          | 1395/? [12:49<00:00,  1.81it/s]\nEpoch 0: |          | 1396/? [12:49<00:00,  1.81it/s]\nEpoch 0: |          | 1396/? [12:49<00:00,  1.81it/s]\nEpoch 0: |          | 1397/? [12:50<00:00,  1.81it/s]\nEpoch 0: |          | 1397/? [12:50<00:00,  1.81it/s]\nEpoch 0: |          | 1398/? [12:50<00:00,  1.81it/s]\nEpoch 0: |          | 1398/? [12:50<00:00,  1.81it/s]\nEpoch 0: |          | 1399/? [12:51<00:00,  1.81it/s]\nEpoch 0: |          | 1399/? [12:51<00:00,  1.81it/s]\nEpoch 0: |          | 1400/? [12:51<00:00,  1.81it/s]\nEpoch 0: |          | 1400/? [12:51<00:00,  1.81it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:01,  2.84it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  2.73it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:01<00:00,  2.75it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  2.80it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 1400/? [12:52<00:00,  1.81it/s]\nEpoch 0: |          | 1401/? [12:53<00:00,  1.81it/s]\nEpoch 0: |          | 1401/? [12:53<00:00,  1.81it/s]\nEpoch 0: |          | 1402/? [12:53<00:00,  1.81it/s]\nEpoch 0: |          | 1402/? [12:53<00:00,  1.81it/s]\nEpoch 0: |          | 1403/? [12:54<00:00,  1.81it/s]\nEpoch 0: |          | 1403/? [12:54<00:00,  1.81it/s]\nEpoch 0: |          | 1404/? [12:54<00:00,  1.81it/s]\nEpoch 0: |          | 1404/? [12:54<00:00,  1.81it/s]\nEpoch 0: |          | 1405/? [12:55<00:00,  1.81it/s]\nEpoch 0: |          | 1405/? [12:55<00:00,  1.81it/s]\nEpoch 0: |          | 1406/? [12:55<00:00,  1.81it/s]\nEpoch 0: |          | 1406/? [12:55<00:00,  1.81it/s]\nEpoch 0: |          | 1407/? [12:55<00:00,  1.81it/s]\nEpoch 0: |          | 1407/? [12:55<00:00,  1.81it/s]\nEpoch 0: |          | 1408/? [12:56<00:00,  1.81it/s]\nEpoch 0: |          | 1408/? [12:56<00:00,  1.81it/s]\nEpoch 0: |          | 1409/? [12:56<00:00,  1.81it/s]\nEpoch 0: |          | 1409/? [12:56<00:00,  1.81it/s]\nEpoch 0: |          | 1410/? [12:57<00:00,  1.81it/s]\nEpoch 0: |          | 1410/? [12:57<00:00,  1.81it/s]\nEpoch 0: |          | 1411/? [12:57<00:00,  1.81it/s]\nEpoch 0: |          | 1411/? [12:57<00:00,  1.81it/s]\nEpoch 0: |          | 1412/? [12:58<00:00,  1.81it/s]\nEpoch 0: |          | 1412/? [12:58<00:00,  1.81it/s]\nEpoch 0: |          | 1413/? [12:58<00:00,  1.81it/s]\nEpoch 0: |          | 1413/? [12:58<00:00,  1.81it/s]\nEpoch 0: |          | 1414/? [12:58<00:00,  1.82it/s]\nEpoch 0: |          | 1414/? [12:58<00:00,  1.82it/s]\nEpoch 0: |          | 1415/? [12:59<00:00,  1.82it/s]\nEpoch 0: |          | 1415/? [12:59<00:00,  1.82it/s]\nEpoch 0: |          | 1416/? [12:59<00:00,  1.82it/s]\nEpoch 0: |          | 1416/? [12:59<00:00,  1.82it/s]\nEpoch 0: |          | 1417/? [13:00<00:00,  1.82it/s]\nEpoch 0: |          | 1417/? [13:00<00:00,  1.82it/s]\nEpoch 0: |          | 1418/? [13:00<00:00,  1.82it/s]\nEpoch 0: |          | 1418/? [13:00<00:00,  1.82it/s]\nEpoch 0: |          | 1419/? [13:01<00:00,  1.82it/s]\nEpoch 0: |          | 1419/? [13:01<00:00,  1.82it/s]\nEpoch 0: |          | 1420/? [13:01<00:00,  1.82it/s]\nEpoch 0: |          | 1420/? [13:01<00:00,  1.82it/s]\nEpoch 0: |          | 1421/? [13:01<00:00,  1.82it/s]\nEpoch 0: |          | 1421/? [13:01<00:00,  1.82it/s]\nEpoch 0: |          | 1422/? [13:02<00:00,  1.82it/s]\nEpoch 0: |          | 1422/? [13:02<00:00,  1.82it/s]\nEpoch 0: |          | 1423/? [13:02<00:00,  1.82it/s]\nEpoch 0: |          | 1423/? [13:02<00:00,  1.82it/s]\nEpoch 0: |          | 1424/? [13:03<00:00,  1.82it/s]\nEpoch 0: |          | 1424/? [13:03<00:00,  1.82it/s]\nEpoch 0: |          | 1425/? [13:03<00:00,  1.82it/s]\nEpoch 0: |          | 1425/? [13:03<00:00,  1.82it/s]\nEpoch 0: |          | 1426/? [13:04<00:00,  1.82it/s]\nEpoch 0: |          | 1426/? [13:04<00:00,  1.82it/s]\nEpoch 0: |          | 1427/? [13:04<00:00,  1.82it/s]\nEpoch 0: |          | 1427/? [13:04<00:00,  1.82it/s]\nEpoch 0: |          | 1428/? [13:05<00:00,  1.82it/s]\nEpoch 0: |          | 1428/? [13:05<00:00,  1.82it/s]\nEpoch 0: |          | 1429/? [13:05<00:00,  1.82it/s]\nEpoch 0: |          | 1429/? [13:05<00:00,  1.82it/s]\nEpoch 0: |          | 1430/? [13:05<00:00,  1.82it/s]\nEpoch 0: |          | 1430/? [13:05<00:00,  1.82it/s]\nEpoch 0: |          | 1431/? [13:06<00:00,  1.82it/s]\nEpoch 0: |          | 1431/? [13:06<00:00,  1.82it/s]\nEpoch 0: |          | 1432/? [13:06<00:00,  1.82it/s]\nEpoch 0: |          | 1432/? [13:06<00:00,  1.82it/s]\nEpoch 0: |          | 1433/? [13:07<00:00,  1.82it/s]\nEpoch 0: |          | 1433/? [13:07<00:00,  1.82it/s]\nEpoch 0: |          | 1434/? [13:07<00:00,  1.82it/s]\nEpoch 0: |          | 1434/? [13:07<00:00,  1.82it/s]\nEpoch 0: |          | 1435/? [13:08<00:00,  1.82it/s]\nEpoch 0: |          | 1435/? [13:08<00:00,  1.82it/s]\nEpoch 0: |          | 1436/? [13:08<00:00,  1.82it/s]\nEpoch 0: |          | 1436/? [13:08<00:00,  1.82it/s]\nEpoch 0: |          | 1437/? [13:08<00:00,  1.82it/s]\nEpoch 0: |          | 1437/? [13:08<00:00,  1.82it/s]\nEpoch 0: |          | 1438/? [13:09<00:00,  1.82it/s]\nEpoch 0: |          | 1438/? [13:09<00:00,  1.82it/s]\nEpoch 0: |          | 1439/? [13:09<00:00,  1.82it/s]\nEpoch 0: |          | 1439/? [13:09<00:00,  1.82it/s]\nEpoch 0: |          | 1440/? [13:10<00:00,  1.82it/s]\nEpoch 0: |          | 1440/? [13:10<00:00,  1.82it/s]\nEpoch 0: |          | 1441/? [13:10<00:00,  1.82it/s]\nEpoch 0: |          | 1441/? [13:10<00:00,  1.82it/s]\nEpoch 0: |          | 1442/? [13:10<00:00,  1.82it/s]\nEpoch 0: |          | 1442/? [13:10<00:00,  1.82it/s]\nEpoch 0: |          | 1443/? [13:11<00:00,  1.82it/s]\nEpoch 0: |          | 1443/? [13:11<00:00,  1.82it/s]\nEpoch 0: |          | 1444/? [13:11<00:00,  1.82it/s]\nEpoch 0: |          | 1444/? [13:11<00:00,  1.82it/s]\nEpoch 0: |          | 1445/? [13:12<00:00,  1.82it/s]\nEpoch 0: |          | 1445/? [13:12<00:00,  1.82it/s]\nEpoch 0: |          | 1446/? [13:12<00:00,  1.82it/s]\nEpoch 0: |          | 1446/? [13:12<00:00,  1.82it/s]\nEpoch 0: |          | 1447/? [13:13<00:00,  1.82it/s]\nEpoch 0: |          | 1447/? [13:13<00:00,  1.82it/s]\nEpoch 0: |          | 1448/? [13:13<00:00,  1.82it/s]\nEpoch 0: |          | 1448/? [13:13<00:00,  1.82it/s]\nEpoch 0: |          | 1449/? [13:13<00:00,  1.83it/s]\nEpoch 0: |          | 1449/? [13:13<00:00,  1.83it/s]\nEpoch 0: |          | 1450/? [13:14<00:00,  1.83it/s]\nEpoch 0: |          | 1450/? [13:14<00:00,  1.83it/s]\nEpoch 0: |          | 1451/? [13:14<00:00,  1.83it/s]\nEpoch 0: |          | 1451/? [13:14<00:00,  1.83it/s]\nEpoch 0: |          | 1452/? [13:15<00:00,  1.83it/s]\nEpoch 0: |          | 1452/? [13:15<00:00,  1.83it/s]\nEpoch 0: |          | 1453/? [13:15<00:00,  1.83it/s]\nEpoch 0: |          | 1453/? [13:15<00:00,  1.83it/s]\nEpoch 0: |          | 1454/? [13:16<00:00,  1.83it/s]\nEpoch 0: |          | 1454/? [13:16<00:00,  1.83it/s]\nEpoch 0: |          | 1455/? [13:16<00:00,  1.83it/s]\nEpoch 0: |          | 1455/? [13:16<00:00,  1.83it/s]\nEpoch 0: |          | 1456/? [13:16<00:00,  1.83it/s]\nEpoch 0: |          | 1456/? [13:16<00:00,  1.83it/s]\nEpoch 0: |          | 1457/? [13:17<00:00,  1.83it/s]\nEpoch 0: |          | 1457/? [13:17<00:00,  1.83it/s]\nEpoch 0: |          | 1458/? [13:17<00:00,  1.83it/s]\nEpoch 0: |          | 1458/? [13:17<00:00,  1.83it/s]\nEpoch 0: |          | 1459/? [13:18<00:00,  1.83it/s]\nEpoch 0: |          | 1459/? [13:18<00:00,  1.83it/s]\nEpoch 0: |          | 1460/? [13:18<00:00,  1.83it/s]\nEpoch 0: |          | 1460/? [13:18<00:00,  1.83it/s]\nEpoch 0: |          | 1461/? [13:19<00:00,  1.83it/s]\nEpoch 0: |          | 1461/? [13:19<00:00,  1.83it/s]\nEpoch 0: |          | 1462/? [13:19<00:00,  1.83it/s]\nEpoch 0: |          | 1462/? [13:19<00:00,  1.83it/s]\nEpoch 0: |          | 1463/? [13:19<00:00,  1.83it/s]\nEpoch 0: |          | 1463/? [13:19<00:00,  1.83it/s]\nEpoch 0: |          | 1464/? [13:20<00:00,  1.83it/s]\nEpoch 0: |          | 1464/? [13:20<00:00,  1.83it/s]\nEpoch 0: |          | 1465/? [13:20<00:00,  1.83it/s]\nEpoch 0: |          | 1465/? [13:20<00:00,  1.83it/s]\nEpoch 0: |          | 1466/? [13:21<00:00,  1.83it/s]\nEpoch 0: |          | 1466/? [13:21<00:00,  1.83it/s]\nEpoch 0: |          | 1467/? [13:21<00:00,  1.83it/s]\nEpoch 0: |          | 1467/? [13:21<00:00,  1.83it/s]\nEpoch 0: |          | 1468/? [13:21<00:00,  1.83it/s]\nEpoch 0: |          | 1468/? [13:21<00:00,  1.83it/s]\nEpoch 0: |          | 1469/? [13:22<00:00,  1.83it/s]\nEpoch 0: |          | 1469/? [13:22<00:00,  1.83it/s]\nEpoch 0: |          | 1470/? [13:22<00:00,  1.83it/s]\nEpoch 0: |          | 1470/? [13:22<00:00,  1.83it/s]\nEpoch 0: |          | 1471/? [13:23<00:00,  1.83it/s]\nEpoch 0: |          | 1471/? [13:23<00:00,  1.83it/s]\nEpoch 0: |          | 1472/? [13:23<00:00,  1.83it/s]\nEpoch 0: |          | 1472/? [13:23<00:00,  1.83it/s]\nEpoch 0: |          | 1473/? [13:24<00:00,  1.83it/s]\nEpoch 0: |          | 1473/? [13:24<00:00,  1.83it/s]\nEpoch 0: |          | 1474/? [13:24<00:00,  1.83it/s]\nEpoch 0: |          | 1474/? [13:24<00:00,  1.83it/s]\nEpoch 0: |          | 1475/? [13:24<00:00,  1.83it/s]\nEpoch 0: |          | 1475/? [13:24<00:00,  1.83it/s]\nEpoch 0: |          | 1476/? [13:25<00:00,  1.83it/s]\nEpoch 0: |          | 1476/? [13:25<00:00,  1.83it/s]\nEpoch 0: |          | 1477/? [13:25<00:00,  1.83it/s]\nEpoch 0: |          | 1477/? [13:25<00:00,  1.83it/s]\nEpoch 0: |          | 1478/? [13:26<00:00,  1.83it/s]\nEpoch 0: |          | 1478/? [13:26<00:00,  1.83it/s]\nEpoch 0: |          | 1479/? [13:26<00:00,  1.83it/s]\nEpoch 0: |          | 1479/? [13:26<00:00,  1.83it/s]\nEpoch 0: |          | 1480/? [13:27<00:00,  1.83it/s]\nEpoch 0: |          | 1480/? [13:27<00:00,  1.83it/s]\nEpoch 0: |          | 1481/? [13:27<00:00,  1.83it/s]\nEpoch 0: |          | 1481/? [13:27<00:00,  1.83it/s]\nEpoch 0: |          | 1482/? [13:27<00:00,  1.83it/s]\nEpoch 0: |          | 1482/? [13:27<00:00,  1.83it/s]\nEpoch 0: |          | 1483/? [13:28<00:00,  1.83it/s]\nEpoch 0: |          | 1483/? [13:28<00:00,  1.83it/s]\nEpoch 0: |          | 1484/? [13:28<00:00,  1.84it/s]\nEpoch 0: |          | 1484/? [13:28<00:00,  1.84it/s]\nEpoch 0: |          | 1485/? [13:29<00:00,  1.84it/s]\nEpoch 0: |          | 1485/? [13:29<00:00,  1.84it/s]\nEpoch 0: |          | 1486/? [13:29<00:00,  1.84it/s]\nEpoch 0: |          | 1486/? [13:29<00:00,  1.84it/s]\nEpoch 0: |          | 1487/? [13:29<00:00,  1.84it/s]\nEpoch 0: |          | 1487/? [13:29<00:00,  1.84it/s]\nEpoch 0: |          | 1488/? [13:30<00:00,  1.84it/s]\nEpoch 0: |          | 1488/? [13:30<00:00,  1.84it/s]\nEpoch 0: |          | 1489/? [13:30<00:00,  1.84it/s]\nEpoch 0: |          | 1489/? [13:30<00:00,  1.84it/s]\nEpoch 0: |          | 1490/? [13:31<00:00,  1.84it/s]\nEpoch 0: |          | 1490/? [13:31<00:00,  1.84it/s]\nEpoch 0: |          | 1491/? [13:31<00:00,  1.84it/s]\nEpoch 0: |          | 1491/? [13:31<00:00,  1.84it/s]\nEpoch 0: |          | 1492/? [13:32<00:00,  1.84it/s]\nEpoch 0: |          | 1492/? [13:32<00:00,  1.84it/s]\nEpoch 0: |          | 1493/? [13:32<00:00,  1.84it/s]\nEpoch 0: |          | 1493/? [13:32<00:00,  1.84it/s]\nEpoch 0: |          | 1494/? [13:32<00:00,  1.84it/s]\nEpoch 0: |          | 1494/? [13:32<00:00,  1.84it/s]\nEpoch 0: |          | 1495/? [13:33<00:00,  1.84it/s]\nEpoch 0: |          | 1495/? [13:33<00:00,  1.84it/s]\nEpoch 0: |          | 1496/? [13:33<00:00,  1.84it/s]\nEpoch 0: |          | 1496/? [13:33<00:00,  1.84it/s]\nEpoch 0: |          | 1497/? [13:34<00:00,  1.84it/s]\nEpoch 0: |          | 1497/? [13:34<00:00,  1.84it/s]\nEpoch 0: |          | 1498/? [13:34<00:00,  1.84it/s]\nEpoch 0: |          | 1498/? [13:34<00:00,  1.84it/s]\nEpoch 0: |          | 1499/? [13:35<00:00,  1.84it/s]\nEpoch 0: |          | 1499/? [13:35<00:00,  1.84it/s]\nEpoch 0: |          | 1500/? [13:35<00:00,  1.84it/s]\nEpoch 0: |          | 1500/? [13:35<00:00,  1.84it/s]\nEpoch 0: |          | 1501/? [13:35<00:00,  1.84it/s]\nEpoch 0: |          | 1501/? [13:35<00:00,  1.84it/s]\nEpoch 0: |          | 1502/? [13:36<00:00,  1.84it/s]\nEpoch 0: |          | 1502/? [13:36<00:00,  1.84it/s]\nEpoch 0: |          | 1503/? [13:36<00:00,  1.84it/s]\nEpoch 0: |          | 1503/? [13:36<00:00,  1.84it/s]\nEpoch 0: |          | 1504/? [13:37<00:00,  1.84it/s]\nEpoch 0: |          | 1504/? [13:37<00:00,  1.84it/s]\nEpoch 0: |          | 1505/? [13:37<00:00,  1.84it/s]\nEpoch 0: |          | 1505/? [13:37<00:00,  1.84it/s]\nEpoch 0: |          | 1506/? [13:37<00:00,  1.84it/s]\nEpoch 0: |          | 1506/? [13:37<00:00,  1.84it/s]\nEpoch 0: |          | 1507/? [13:38<00:00,  1.84it/s]\nEpoch 0: |          | 1507/? [13:38<00:00,  1.84it/s]\nEpoch 0: |          | 1508/? [13:38<00:00,  1.84it/s]\nEpoch 0: |          | 1508/? [13:38<00:00,  1.84it/s]\nEpoch 0: |          | 1509/? [13:39<00:00,  1.84it/s]\nEpoch 0: |          | 1509/? [13:39<00:00,  1.84it/s]\nEpoch 0: |          | 1510/? [13:39<00:00,  1.84it/s]\nEpoch 0: |          | 1510/? [13:39<00:00,  1.84it/s]\nEpoch 0: |          | 1511/? [13:40<00:00,  1.84it/s]\nEpoch 0: |          | 1511/? [13:40<00:00,  1.84it/s]\nEpoch 0: |          | 1512/? [13:40<00:00,  1.84it/s]\nEpoch 0: |          | 1512/? [13:40<00:00,  1.84it/s]\nEpoch 0: |          | 1513/? [13:40<00:00,  1.84it/s]\nEpoch 0: |          | 1513/? [13:40<00:00,  1.84it/s]\nEpoch 0: |          | 1514/? [13:41<00:00,  1.84it/s]\nEpoch 0: |          | 1514/? [13:41<00:00,  1.84it/s]\nEpoch 0: |          | 1515/? [13:41<00:00,  1.84it/s]\nEpoch 0: |          | 1515/? [13:41<00:00,  1.84it/s]\nEpoch 0: |          | 1516/? [13:42<00:00,  1.84it/s]\nEpoch 0: |          | 1516/? [13:42<00:00,  1.84it/s]\nEpoch 0: |          | 1517/? [13:42<00:00,  1.84it/s]\nEpoch 0: |          | 1517/? [13:42<00:00,  1.84it/s]\nEpoch 0: |          | 1518/? [13:43<00:00,  1.84it/s]\nEpoch 0: |          | 1518/? [13:43<00:00,  1.84it/s]\nEpoch 0: |          | 1519/? [13:43<00:00,  1.84it/s]\nEpoch 0: |          | 1519/? [13:43<00:00,  1.84it/s]\nEpoch 0: |          | 1520/? [13:43<00:00,  1.84it/s]\nEpoch 0: |          | 1520/? [13:43<00:00,  1.84it/s]\nEpoch 0: |          | 1521/? [13:44<00:00,  1.85it/s]\nEpoch 0: |          | 1521/? [13:44<00:00,  1.85it/s]\nEpoch 0: |          | 1522/? [13:44<00:00,  1.85it/s]\nEpoch 0: |          | 1522/? [13:44<00:00,  1.85it/s]\nEpoch 0: |          | 1523/? [13:45<00:00,  1.85it/s]\nEpoch 0: |          | 1523/? [13:45<00:00,  1.85it/s]\nEpoch 0: |          | 1524/? [13:45<00:00,  1.85it/s]\nEpoch 0: |          | 1524/? [13:45<00:00,  1.85it/s]\nEpoch 0: |          | 1525/? [13:46<00:00,  1.85it/s]\nEpoch 0: |          | 1525/? [13:46<00:00,  1.85it/s]\nEpoch 0: |          | 1526/? [13:46<00:00,  1.85it/s]\nEpoch 0: |          | 1526/? [13:46<00:00,  1.85it/s]\nEpoch 0: |          | 1527/? [13:46<00:00,  1.85it/s]\nEpoch 0: |          | 1527/? [13:46<00:00,  1.85it/s]\nEpoch 0: |          | 1528/? [13:47<00:00,  1.85it/s]\nEpoch 0: |          | 1528/? [13:47<00:00,  1.85it/s]\nEpoch 0: |          | 1529/? [13:47<00:00,  1.85it/s]\nEpoch 0: |          | 1529/? [13:47<00:00,  1.85it/s]\nEpoch 0: |          | 1530/? [13:48<00:00,  1.85it/s]\nEpoch 0: |          | 1530/? [13:48<00:00,  1.85it/s]\nEpoch 0: |          | 1531/? [13:48<00:00,  1.85it/s]\nEpoch 0: |          | 1531/? [13:48<00:00,  1.85it/s]\nEpoch 0: |          | 1532/? [13:49<00:00,  1.85it/s]\nEpoch 0: |          | 1532/? [13:49<00:00,  1.85it/s]\nEpoch 0: |          | 1533/? [13:49<00:00,  1.85it/s]\nEpoch 0: |          | 1533/? [13:49<00:00,  1.85it/s]\nEpoch 0: |          | 1534/? [13:49<00:00,  1.85it/s]\nEpoch 0: |          | 1534/? [13:49<00:00,  1.85it/s]\nEpoch 0: |          | 1535/? [13:50<00:00,  1.85it/s]\nEpoch 0: |          | 1535/? [13:50<00:00,  1.85it/s]\nEpoch 0: |          | 1536/? [13:50<00:00,  1.85it/s]\nEpoch 0: |          | 1536/? [13:50<00:00,  1.85it/s]\nEpoch 0: |          | 1537/? [13:51<00:00,  1.85it/s]\nEpoch 0: |          | 1537/? [13:51<00:00,  1.85it/s]\nEpoch 0: |          | 1538/? [13:51<00:00,  1.85it/s]\nEpoch 0: |          | 1538/? [13:51<00:00,  1.85it/s]\nEpoch 0: |          | 1539/? [13:52<00:00,  1.85it/s]\nEpoch 0: |          | 1539/? [13:52<00:00,  1.85it/s]\nEpoch 0: |          | 1540/? [13:52<00:00,  1.85it/s]\nEpoch 0: |          | 1540/? [13:52<00:00,  1.85it/s]\nEpoch 0: |          | 1541/? [13:52<00:00,  1.85it/s]\nEpoch 0: |          | 1541/? [13:52<00:00,  1.85it/s]\nEpoch 0: |          | 1542/? [13:53<00:00,  1.85it/s]\nEpoch 0: |          | 1542/? [13:53<00:00,  1.85it/s]\nEpoch 0: |          | 1543/? [13:53<00:00,  1.85it/s]\nEpoch 0: |          | 1543/? [13:53<00:00,  1.85it/s]\nEpoch 0: |          | 1544/? [13:54<00:00,  1.85it/s]\nEpoch 0: |          | 1544/? [13:54<00:00,  1.85it/s]\nEpoch 0: |          | 1545/? [13:54<00:00,  1.85it/s]\nEpoch 0: |          | 1545/? [13:54<00:00,  1.85it/s]\nEpoch 0: |          | 1546/? [13:55<00:00,  1.85it/s]\nEpoch 0: |          | 1546/? [13:55<00:00,  1.85it/s]\nEpoch 0: |          | 1547/? [13:55<00:00,  1.85it/s]\nEpoch 0: |          | 1547/? [13:55<00:00,  1.85it/s]\nEpoch 0: |          | 1548/? [13:55<00:00,  1.85it/s]\nEpoch 0: |          | 1548/? [13:55<00:00,  1.85it/s]\nEpoch 0: |          | 1549/? [13:56<00:00,  1.85it/s]\nEpoch 0: |          | 1549/? [13:56<00:00,  1.85it/s]\nEpoch 0: |          | 1550/? [13:56<00:00,  1.85it/s]\nEpoch 0: |          | 1550/? [13:56<00:00,  1.85it/s]\nEpoch 0: |          | 1551/? [13:57<00:00,  1.85it/s]\nEpoch 0: |          | 1551/? [13:57<00:00,  1.85it/s]\nEpoch 0: |          | 1552/? [13:57<00:00,  1.85it/s]\nEpoch 0: |          | 1552/? [13:57<00:00,  1.85it/s]\nEpoch 0: |          | 1553/? [13:58<00:00,  1.85it/s]\nEpoch 0: |          | 1553/? [13:58<00:00,  1.85it/s]\nEpoch 0: |          | 1554/? [13:58<00:00,  1.85it/s]\nEpoch 0: |          | 1554/? [13:58<00:00,  1.85it/s]\nEpoch 0: |          | 1555/? [13:58<00:00,  1.85it/s]\nEpoch 0: |          | 1555/? [13:58<00:00,  1.85it/s]\nEpoch 0: |          | 1556/? [13:59<00:00,  1.85it/s]\nEpoch 0: |          | 1556/? [13:59<00:00,  1.85it/s]\nEpoch 0: |          | 1557/? [13:59<00:00,  1.85it/s]\nEpoch 0: |          | 1557/? [13:59<00:00,  1.85it/s]\nEpoch 0: |          | 1558/? [14:00<00:00,  1.85it/s]\nEpoch 0: |          | 1558/? [14:00<00:00,  1.85it/s]\nEpoch 0: |          | 1559/? [14:00<00:00,  1.85it/s]\nEpoch 0: |          | 1559/? [14:00<00:00,  1.85it/s]\nEpoch 0: |          | 1560/? [14:01<00:00,  1.85it/s]\nEpoch 0: |          | 1560/? [14:01<00:00,  1.85it/s]\nEpoch 0: |          | 1561/? [14:01<00:00,  1.86it/s]\nEpoch 0: |          | 1561/? [14:01<00:00,  1.86it/s]\nEpoch 0: |          | 1562/? [14:01<00:00,  1.86it/s]\nEpoch 0: |          | 1562/? [14:01<00:00,  1.86it/s]\nEpoch 0: |          | 1563/? [14:02<00:00,  1.86it/s]\nEpoch 0: |          | 1563/? [14:02<00:00,  1.86it/s]\nEpoch 0: |          | 1564/? [14:02<00:00,  1.86it/s]\nEpoch 0: |          | 1564/? [14:02<00:00,  1.86it/s]\nEpoch 0: |          | 1565/? [14:03<00:00,  1.86it/s]\nEpoch 0: |          | 1565/? [14:03<00:00,  1.86it/s]\nEpoch 0: |          | 1566/? [14:03<00:00,  1.86it/s]\nEpoch 0: |          | 1566/? [14:03<00:00,  1.86it/s]\nEpoch 0: |          | 1567/? [14:04<00:00,  1.86it/s]\nEpoch 0: |          | 1567/? [14:04<00:00,  1.86it/s]\nEpoch 0: |          | 1568/? [14:04<00:00,  1.86it/s]\nEpoch 0: |          | 1568/? [14:04<00:00,  1.86it/s]\nEpoch 0: |          | 1569/? [14:04<00:00,  1.86it/s]\nEpoch 0: |          | 1569/? [14:04<00:00,  1.86it/s]\nEpoch 0: |          | 1570/? [14:05<00:00,  1.86it/s]\nEpoch 0: |          | 1570/? [14:05<00:00,  1.86it/s]\nEpoch 0: |          | 1571/? [14:05<00:00,  1.86it/s]\nEpoch 0: |          | 1571/? [14:05<00:00,  1.86it/s]\nEpoch 0: |          | 1572/? [14:06<00:00,  1.86it/s]\nEpoch 0: |          | 1572/? [14:06<00:00,  1.86it/s]\nEpoch 0: |          | 1573/? [14:06<00:00,  1.86it/s]\nEpoch 0: |          | 1573/? [14:06<00:00,  1.86it/s]\nEpoch 0: |          | 1574/? [14:07<00:00,  1.86it/s]\nEpoch 0: |          | 1574/? [14:07<00:00,  1.86it/s]\nEpoch 0: |          | 1575/? [14:07<00:00,  1.86it/s]\nEpoch 0: |          | 1575/? [14:07<00:00,  1.86it/s]\nEpoch 0: |          | 1576/? [14:07<00:00,  1.86it/s]\nEpoch 0: |          | 1576/? [14:07<00:00,  1.86it/s]\nEpoch 0: |          | 1577/? [14:08<00:00,  1.86it/s]\nEpoch 0: |          | 1577/? [14:08<00:00,  1.86it/s]\nEpoch 0: |          | 1578/? [14:08<00:00,  1.86it/s]\nEpoch 0: |          | 1578/? [14:08<00:00,  1.86it/s]\nEpoch 0: |          | 1579/? [14:09<00:00,  1.86it/s]\nEpoch 0: |          | 1579/? [14:09<00:00,  1.86it/s]\nEpoch 0: |          | 1580/? [14:09<00:00,  1.86it/s]\nEpoch 0: |          | 1580/? [14:09<00:00,  1.86it/s]\nEpoch 0: |          | 1581/? [14:10<00:00,  1.86it/s]\nEpoch 0: |          | 1581/? [14:10<00:00,  1.86it/s]\nEpoch 0: |          | 1582/? [14:10<00:00,  1.86it/s]\nEpoch 0: |          | 1582/? [14:10<00:00,  1.86it/s]\nEpoch 0: |          | 1583/? [14:10<00:00,  1.86it/s]\nEpoch 0: |          | 1583/? [14:10<00:00,  1.86it/s]\nEpoch 0: |          | 1584/? [14:11<00:00,  1.86it/s]\nEpoch 0: |          | 1584/? [14:11<00:00,  1.86it/s]\nEpoch 0: |          | 1585/? [14:11<00:00,  1.86it/s]\nEpoch 0: |          | 1585/? [14:11<00:00,  1.86it/s]\nEpoch 0: |          | 1586/? [14:12<00:00,  1.86it/s]\nEpoch 0: |          | 1586/? [14:12<00:00,  1.86it/s]\nEpoch 0: |          | 1587/? [14:12<00:00,  1.86it/s]\nEpoch 0: |          | 1587/? [14:12<00:00,  1.86it/s]\nEpoch 0: |          | 1588/? [14:13<00:00,  1.86it/s]\nEpoch 0: |          | 1588/? [14:13<00:00,  1.86it/s]\nEpoch 0: |          | 1589/? [14:13<00:00,  1.86it/s]\nEpoch 0: |          | 1589/? [14:13<00:00,  1.86it/s]\nEpoch 0: |          | 1590/? [14:13<00:00,  1.86it/s]\nEpoch 0: |          | 1590/? [14:13<00:00,  1.86it/s]\nEpoch 0: |          | 1591/? [14:14<00:00,  1.86it/s]\nEpoch 0: |          | 1591/? [14:14<00:00,  1.86it/s]\nEpoch 0: |          | 1592/? [14:14<00:00,  1.86it/s]\nEpoch 0: |          | 1592/? [14:14<00:00,  1.86it/s]\nEpoch 0: |          | 1593/? [14:15<00:00,  1.86it/s]\nEpoch 0: |          | 1593/? [14:15<00:00,  1.86it/s]\nEpoch 0: |          | 1594/? [14:15<00:00,  1.86it/s]\nEpoch 0: |          | 1594/? [14:15<00:00,  1.86it/s]\nEpoch 0: |          | 1595/? [14:16<00:00,  1.86it/s]\nEpoch 0: |          | 1595/? [14:16<00:00,  1.86it/s]\nEpoch 0: |          | 1596/? [14:16<00:00,  1.86it/s]\nEpoch 0: |          | 1596/? [14:16<00:00,  1.86it/s]\nEpoch 0: |          | 1597/? [14:16<00:00,  1.86it/s]\nEpoch 0: |          | 1597/? [14:16<00:00,  1.86it/s]\nEpoch 0: |          | 1598/? [14:17<00:00,  1.86it/s]\nEpoch 0: |          | 1598/? [14:17<00:00,  1.86it/s]\nEpoch 0: |          | 1599/? [14:17<00:00,  1.86it/s]\nEpoch 0: |          | 1599/? [14:17<00:00,  1.86it/s]\nEpoch 0: |          | 1600/? [14:18<00:00,  1.86it/s]\nEpoch 0: |          | 1600/? [14:18<00:00,  1.86it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  3.26it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  3.15it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  3.18it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  3.24it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 1600/? [14:19<00:00,  1.86it/s]\nEpoch 0: |          | 1601/? [14:19<00:00,  1.86it/s]\nEpoch 0: |          | 1601/? [14:19<00:00,  1.86it/s]\nEpoch 0: |          | 1602/? [14:20<00:00,  1.86it/s]\nEpoch 0: |          | 1602/? [14:20<00:00,  1.86it/s]\nEpoch 0: |          | 1603/? [14:20<00:00,  1.86it/s]\nEpoch 0: |          | 1603/? [14:20<00:00,  1.86it/s]\nEpoch 0: |          | 1604/? [14:21<00:00,  1.86it/s]\nEpoch 0: |          | 1604/? [14:21<00:00,  1.86it/s]\nEpoch 0: |          | 1605/? [14:21<00:00,  1.86it/s]\nEpoch 0: |          | 1605/? [14:21<00:00,  1.86it/s]\nEpoch 0: |          | 1606/? [14:21<00:00,  1.86it/s]\nEpoch 0: |          | 1606/? [14:21<00:00,  1.86it/s]\nEpoch 0: |          | 1607/? [14:22<00:00,  1.86it/s]\nEpoch 0: |          | 1607/? [14:22<00:00,  1.86it/s]\nEpoch 0: |          | 1608/? [14:22<00:00,  1.86it/s]\nEpoch 0: |          | 1608/? [14:22<00:00,  1.86it/s]\nEpoch 0: |          | 1609/? [14:23<00:00,  1.86it/s]\nEpoch 0: |          | 1609/? [14:23<00:00,  1.86it/s]\nEpoch 0: |          | 1610/? [14:23<00:00,  1.86it/s]\nEpoch 0: |          | 1610/? [14:23<00:00,  1.86it/s]\nEpoch 0: |          | 1611/? [14:24<00:00,  1.86it/s]\nEpoch 0: |          | 1611/? [14:24<00:00,  1.86it/s]\nEpoch 0: |          | 1612/? [14:24<00:00,  1.86it/s]\nEpoch 0: |          | 1612/? [14:24<00:00,  1.86it/s]\nEpoch 0: |          | 1613/? [14:24<00:00,  1.86it/s]\nEpoch 0: |          | 1613/? [14:24<00:00,  1.86it/s]\nEpoch 0: |          | 1614/? [14:25<00:00,  1.87it/s]\nEpoch 0: |          | 1614/? [14:25<00:00,  1.87it/s]\nEpoch 0: |          | 1615/? [14:25<00:00,  1.87it/s]\nEpoch 0: |          | 1615/? [14:25<00:00,  1.87it/s]\nEpoch 0: |          | 1616/? [14:26<00:00,  1.87it/s]\nEpoch 0: |          | 1616/? [14:26<00:00,  1.87it/s]\nEpoch 0: |          | 1617/? [14:26<00:00,  1.87it/s]\nEpoch 0: |          | 1617/? [14:26<00:00,  1.87it/s]\nEpoch 0: |          | 1618/? [14:27<00:00,  1.87it/s]\nEpoch 0: |          | 1618/? [14:27<00:00,  1.87it/s]\nEpoch 0: |          | 1619/? [14:27<00:00,  1.87it/s]\nEpoch 0: |          | 1619/? [14:27<00:00,  1.87it/s]\nEpoch 0: |          | 1620/? [14:27<00:00,  1.87it/s]\nEpoch 0: |          | 1620/? [14:27<00:00,  1.87it/s]\nEpoch 0: |          | 1621/? [14:28<00:00,  1.87it/s]\nEpoch 0: |          | 1621/? [14:28<00:00,  1.87it/s]\nEpoch 0: |          | 1622/? [14:28<00:00,  1.87it/s]\nEpoch 0: |          | 1622/? [14:28<00:00,  1.87it/s]\nEpoch 0: |          | 1623/? [14:29<00:00,  1.87it/s]\nEpoch 0: |          | 1623/? [14:29<00:00,  1.87it/s]\nEpoch 0: |          | 1624/? [14:29<00:00,  1.87it/s]\nEpoch 0: |          | 1624/? [14:29<00:00,  1.87it/s]\nEpoch 0: |          | 1625/? [14:30<00:00,  1.87it/s]\nEpoch 0: |          | 1625/? [14:30<00:00,  1.87it/s]\nEpoch 0: |          | 1626/? [14:30<00:00,  1.87it/s]\nEpoch 0: |          | 1626/? [14:30<00:00,  1.87it/s]\nEpoch 0: |          | 1627/? [14:30<00:00,  1.87it/s]\nEpoch 0: |          | 1627/? [14:30<00:00,  1.87it/s]\nEpoch 0: |          | 1628/? [14:31<00:00,  1.87it/s]\nEpoch 0: |          | 1628/? [14:31<00:00,  1.87it/s]\nEpoch 0: |          | 1629/? [14:31<00:00,  1.87it/s]\nEpoch 0: |          | 1629/? [14:31<00:00,  1.87it/s]\nEpoch 0: |          | 1630/? [14:32<00:00,  1.87it/s]\nEpoch 0: |          | 1630/? [14:32<00:00,  1.87it/s]\nEpoch 0: |          | 1631/? [14:32<00:00,  1.87it/s]\nEpoch 0: |          | 1631/? [14:32<00:00,  1.87it/s]\nEpoch 0: |          | 1632/? [14:32<00:00,  1.87it/s]\nEpoch 0: |          | 1632/? [14:32<00:00,  1.87it/s]\nEpoch 0: |          | 1633/? [14:33<00:00,  1.87it/s]\nEpoch 0: |          | 1633/? [14:33<00:00,  1.87it/s]\nEpoch 0: |          | 1634/? [14:33<00:00,  1.87it/s]\nEpoch 0: |          | 1634/? [14:33<00:00,  1.87it/s]\nEpoch 0: |          | 1635/? [14:34<00:00,  1.87it/s]\nEpoch 0: |          | 1635/? [14:34<00:00,  1.87it/s]\nEpoch 0: |          | 1636/? [14:34<00:00,  1.87it/s]\nEpoch 0: |          | 1636/? [14:34<00:00,  1.87it/s]\nEpoch 0: |          | 1637/? [14:35<00:00,  1.87it/s]\nEpoch 0: |          | 1637/? [14:35<00:00,  1.87it/s]\nEpoch 0: |          | 1638/? [14:35<00:00,  1.87it/s]\nEpoch 0: |          | 1638/? [14:35<00:00,  1.87it/s]\nEpoch 0: |          | 1639/? [14:35<00:00,  1.87it/s]\nEpoch 0: |          | 1639/? [14:35<00:00,  1.87it/s]\nEpoch 0: |          | 1640/? [14:36<00:00,  1.87it/s]\nEpoch 0: |          | 1640/? [14:36<00:00,  1.87it/s]\nEpoch 0: |          | 1641/? [14:36<00:00,  1.87it/s]\nEpoch 0: |          | 1641/? [14:36<00:00,  1.87it/s]\nEpoch 0: |          | 1642/? [14:37<00:00,  1.87it/s]\nEpoch 0: |          | 1642/? [14:37<00:00,  1.87it/s]\nEpoch 0: |          | 1643/? [14:37<00:00,  1.87it/s]\nEpoch 0: |          | 1643/? [14:37<00:00,  1.87it/s]\nEpoch 0: |          | 1644/? [14:38<00:00,  1.87it/s]\nEpoch 0: |          | 1644/? [14:38<00:00,  1.87it/s]\nEpoch 0: |          | 1645/? [14:38<00:00,  1.87it/s]\nEpoch 0: |          | 1645/? [14:38<00:00,  1.87it/s]\nEpoch 0: |          | 1646/? [14:38<00:00,  1.87it/s]\nEpoch 0: |          | 1646/? [14:38<00:00,  1.87it/s]\nEpoch 0: |          | 1647/? [14:39<00:00,  1.87it/s]\nEpoch 0: |          | 1647/? [14:39<00:00,  1.87it/s]\nEpoch 0: |          | 1648/? [14:39<00:00,  1.87it/s]\nEpoch 0: |          | 1648/? [14:39<00:00,  1.87it/s]\nEpoch 0: |          | 1649/? [14:40<00:00,  1.87it/s]\nEpoch 0: |          | 1649/? [14:40<00:00,  1.87it/s]\nEpoch 0: |          | 1650/? [14:40<00:00,  1.87it/s]\nEpoch 0: |          | 1650/? [14:40<00:00,  1.87it/s]\nEpoch 0: |          | 1651/? [14:41<00:00,  1.87it/s]\nEpoch 0: |          | 1651/? [14:41<00:00,  1.87it/s]\nEpoch 0: |          | 1652/? [14:41<00:00,  1.87it/s]\nEpoch 0: |          | 1652/? [14:41<00:00,  1.87it/s]\nEpoch 0: |          | 1653/? [14:41<00:00,  1.87it/s]\nEpoch 0: |          | 1653/? [14:41<00:00,  1.87it/s]\nEpoch 0: |          | 1654/? [14:42<00:00,  1.87it/s]\nEpoch 0: |          | 1654/? [14:42<00:00,  1.87it/s]\nEpoch 0: |          | 1655/? [14:42<00:00,  1.87it/s]\nEpoch 0: |          | 1655/? [14:42<00:00,  1.87it/s]\nEpoch 0: |          | 1656/? [14:43<00:00,  1.87it/s]\nEpoch 0: |          | 1656/? [14:43<00:00,  1.87it/s]\nEpoch 0: |          | 1657/? [14:43<00:00,  1.87it/s]\nEpoch 0: |          | 1657/? [14:43<00:00,  1.87it/s]\nEpoch 0: |          | 1658/? [14:44<00:00,  1.88it/s]\nEpoch 0: |          | 1658/? [14:44<00:00,  1.88it/s]\nEpoch 0: |          | 1659/? [14:44<00:00,  1.88it/s]\nEpoch 0: |          | 1659/? [14:44<00:00,  1.88it/s]\nEpoch 0: |          | 1660/? [14:45<00:00,  1.88it/s]\nEpoch 0: |          | 1660/? [14:45<00:00,  1.88it/s]\nEpoch 0: |          | 1661/? [14:45<00:00,  1.88it/s]\nEpoch 0: |          | 1661/? [14:45<00:00,  1.88it/s]\nEpoch 0: |          | 1662/? [14:45<00:00,  1.88it/s]\nEpoch 0: |          | 1662/? [14:45<00:00,  1.88it/s]\nEpoch 0: |          | 1663/? [14:46<00:00,  1.88it/s]\nEpoch 0: |          | 1663/? [14:46<00:00,  1.88it/s]\nEpoch 0: |          | 1664/? [14:46<00:00,  1.88it/s]\nEpoch 0: |          | 1664/? [14:46<00:00,  1.88it/s]\nEpoch 0: |          | 1665/? [14:47<00:00,  1.88it/s]\nEpoch 0: |          | 1665/? [14:47<00:00,  1.88it/s]\nEpoch 0: |          | 1666/? [14:47<00:00,  1.88it/s]\nEpoch 0: |          | 1666/? [14:47<00:00,  1.88it/s]\nEpoch 0: |          | 1667/? [14:47<00:00,  1.88it/s]\nEpoch 0: |          | 1667/? [14:47<00:00,  1.88it/s]\nEpoch 0: |          | 1668/? [14:48<00:00,  1.88it/s]\nEpoch 0: |          | 1668/? [14:48<00:00,  1.88it/s]\nEpoch 0: |          | 1669/? [14:48<00:00,  1.88it/s]\nEpoch 0: |          | 1669/? [14:48<00:00,  1.88it/s]\nEpoch 0: |          | 1670/? [14:49<00:00,  1.88it/s]\nEpoch 0: |          | 1670/? [14:49<00:00,  1.88it/s]\nEpoch 0: |          | 1671/? [14:49<00:00,  1.88it/s]\nEpoch 0: |          | 1671/? [14:49<00:00,  1.88it/s]\nEpoch 0: |          | 1672/? [14:50<00:00,  1.88it/s]\nEpoch 0: |          | 1672/? [14:50<00:00,  1.88it/s]\nEpoch 0: |          | 1673/? [14:50<00:00,  1.88it/s]\nEpoch 0: |          | 1673/? [14:50<00:00,  1.88it/s]\nEpoch 0: |          | 1674/? [14:50<00:00,  1.88it/s]\nEpoch 0: |          | 1674/? [14:50<00:00,  1.88it/s]\nEpoch 0: |          | 1675/? [14:51<00:00,  1.88it/s]\nEpoch 0: |          | 1675/? [14:51<00:00,  1.88it/s]\nEpoch 0: |          | 1676/? [14:51<00:00,  1.88it/s]\nEpoch 0: |          | 1676/? [14:51<00:00,  1.88it/s]\nEpoch 0: |          | 1677/? [14:52<00:00,  1.88it/s]\nEpoch 0: |          | 1677/? [14:52<00:00,  1.88it/s]\nEpoch 0: |          | 1678/? [14:52<00:00,  1.88it/s]\nEpoch 0: |          | 1678/? [14:52<00:00,  1.88it/s]\nEpoch 0: |          | 1679/? [14:52<00:00,  1.88it/s]\nEpoch 0: |          | 1679/? [14:52<00:00,  1.88it/s]\nEpoch 0: |          | 1680/? [14:53<00:00,  1.88it/s]\nEpoch 0: |          | 1680/? [14:53<00:00,  1.88it/s]\nEpoch 0: |          | 1681/? [14:53<00:00,  1.88it/s]\nEpoch 0: |          | 1681/? [14:53<00:00,  1.88it/s]\nEpoch 0: |          | 1682/? [14:54<00:00,  1.88it/s]\nEpoch 0: |          | 1682/? [14:54<00:00,  1.88it/s]\nEpoch 0: |          | 1683/? [14:54<00:00,  1.88it/s]\nEpoch 0: |          | 1683/? [14:54<00:00,  1.88it/s]\nEpoch 0: |          | 1684/? [14:55<00:00,  1.88it/s]\nEpoch 0: |          | 1684/? [14:55<00:00,  1.88it/s]\nEpoch 0: |          | 1685/? [14:55<00:00,  1.88it/s]\nEpoch 0: |          | 1685/? [14:55<00:00,  1.88it/s]\nEpoch 0: |          | 1686/? [14:55<00:00,  1.88it/s]\nEpoch 0: |          | 1686/? [14:55<00:00,  1.88it/s]\nEpoch 0: |          | 1687/? [14:56<00:00,  1.88it/s]\nEpoch 0: |          | 1687/? [14:56<00:00,  1.88it/s]\nEpoch 0: |          | 1688/? [14:56<00:00,  1.88it/s]\nEpoch 0: |          | 1688/? [14:56<00:00,  1.88it/s]\nEpoch 0: |          | 1689/? [14:57<00:00,  1.88it/s]\nEpoch 0: |          | 1689/? [14:57<00:00,  1.88it/s]\nEpoch 0: |          | 1690/? [14:57<00:00,  1.88it/s]\nEpoch 0: |          | 1690/? [14:57<00:00,  1.88it/s]\nEpoch 0: |          | 1691/? [14:58<00:00,  1.88it/s]\nEpoch 0: |          | 1691/? [14:58<00:00,  1.88it/s]\nEpoch 0: |          | 1692/? [14:58<00:00,  1.88it/s]\nEpoch 0: |          | 1692/? [14:58<00:00,  1.88it/s]\nEpoch 0: |          | 1693/? [14:58<00:00,  1.88it/s]\nEpoch 0: |          | 1693/? [14:58<00:00,  1.88it/s]\nEpoch 0: |          | 1694/? [14:59<00:00,  1.88it/s]\nEpoch 0: |          | 1694/? [14:59<00:00,  1.88it/s]\nEpoch 0: |          | 1695/? [14:59<00:00,  1.88it/s]\nEpoch 0: |          | 1695/? [14:59<00:00,  1.88it/s]\nEpoch 0: |          | 1696/? [15:00<00:00,  1.88it/s]\nEpoch 0: |          | 1696/? [15:00<00:00,  1.88it/s]\nEpoch 0: |          | 1697/? [15:00<00:00,  1.88it/s]\nEpoch 0: |          | 1697/? [15:00<00:00,  1.88it/s]\nEpoch 0: |          | 1698/? [15:00<00:00,  1.88it/s]\nEpoch 0: |          | 1698/? [15:00<00:00,  1.88it/s]\nEpoch 0: |          | 1699/? [15:01<00:00,  1.88it/s]\nEpoch 0: |          | 1699/? [15:01<00:00,  1.88it/s]\nEpoch 0: |          | 1700/? [15:01<00:00,  1.89it/s]\nEpoch 0: |          | 1700/? [15:01<00:00,  1.89it/s]\nEpoch 0: |          | 1701/? [15:02<00:00,  1.89it/s]\nEpoch 0: |          | 1701/? [15:02<00:00,  1.89it/s]\nEpoch 0: |          | 1702/? [15:02<00:00,  1.89it/s]\nEpoch 0: |          | 1702/? [15:02<00:00,  1.89it/s]\nEpoch 0: |          | 1703/? [15:03<00:00,  1.89it/s]\nEpoch 0: |          | 1703/? [15:03<00:00,  1.89it/s]\nEpoch 0: |          | 1704/? [15:03<00:00,  1.89it/s]\nEpoch 0: |          | 1704/? [15:03<00:00,  1.89it/s]\nEpoch 0: |          | 1705/? [15:03<00:00,  1.89it/s]\nEpoch 0: |          | 1705/? [15:03<00:00,  1.89it/s]\nEpoch 0: |          | 1706/? [15:04<00:00,  1.89it/s]\nEpoch 0: |          | 1706/? [15:04<00:00,  1.89it/s]\nEpoch 0: |          | 1707/? [15:04<00:00,  1.89it/s]\nEpoch 0: |          | 1707/? [15:04<00:00,  1.89it/s]\nEpoch 0: |          | 1708/? [15:05<00:00,  1.89it/s]\nEpoch 0: |          | 1708/? [15:05<00:00,  1.89it/s]\nEpoch 0: |          | 1709/? [15:05<00:00,  1.89it/s]\nEpoch 0: |          | 1709/? [15:05<00:00,  1.89it/s]\nEpoch 0: |          | 1710/? [15:06<00:00,  1.89it/s]\nEpoch 0: |          | 1710/? [15:06<00:00,  1.89it/s]\nEpoch 0: |          | 1711/? [15:06<00:00,  1.89it/s]\nEpoch 0: |          | 1711/? [15:06<00:00,  1.89it/s]\nEpoch 0: |          | 1712/? [15:06<00:00,  1.89it/s]\nEpoch 0: |          | 1712/? [15:06<00:00,  1.89it/s]\nEpoch 0: |          | 1713/? [15:07<00:00,  1.89it/s]\nEpoch 0: |          | 1713/? [15:07<00:00,  1.89it/s]\nEpoch 0: |          | 1714/? [15:07<00:00,  1.89it/s]\nEpoch 0: |          | 1714/? [15:07<00:00,  1.89it/s]\nEpoch 0: |          | 1715/? [15:08<00:00,  1.89it/s]\nEpoch 0: |          | 1715/? [15:08<00:00,  1.89it/s]\nEpoch 0: |          | 1716/? [15:08<00:00,  1.89it/s]\nEpoch 0: |          | 1716/? [15:08<00:00,  1.89it/s]\nEpoch 0: |          | 1717/? [15:08<00:00,  1.89it/s]\nEpoch 0: |          | 1717/? [15:08<00:00,  1.89it/s]\nEpoch 0: |          | 1718/? [15:09<00:00,  1.89it/s]\nEpoch 0: |          | 1718/? [15:09<00:00,  1.89it/s]\nEpoch 0: |          | 1719/? [15:09<00:00,  1.89it/s]\nEpoch 0: |          | 1719/? [15:09<00:00,  1.89it/s]\nEpoch 0: |          | 1720/? [15:10<00:00,  1.89it/s]\nEpoch 0: |          | 1720/? [15:10<00:00,  1.89it/s]\nEpoch 0: |          | 1721/? [15:10<00:00,  1.89it/s]\nEpoch 0: |          | 1721/? [15:10<00:00,  1.89it/s]\nEpoch 0: |          | 1722/? [15:10<00:00,  1.89it/s]\nEpoch 0: |          | 1722/? [15:10<00:00,  1.89it/s]\nEpoch 0: |          | 1723/? [15:11<00:00,  1.89it/s]\nEpoch 0: |          | 1723/? [15:11<00:00,  1.89it/s]\nEpoch 0: |          | 1724/? [15:11<00:00,  1.89it/s]\nEpoch 0: |          | 1724/? [15:11<00:00,  1.89it/s]\nEpoch 0: |          | 1725/? [15:12<00:00,  1.89it/s]\nEpoch 0: |          | 1725/? [15:12<00:00,  1.89it/s]\nEpoch 0: |          | 1726/? [15:12<00:00,  1.89it/s]\nEpoch 0: |          | 1726/? [15:12<00:00,  1.89it/s]\nEpoch 0: |          | 1727/? [15:13<00:00,  1.89it/s]\nEpoch 0: |          | 1727/? [15:13<00:00,  1.89it/s]\nEpoch 0: |          | 1728/? [15:13<00:00,  1.89it/s]\nEpoch 0: |          | 1728/? [15:13<00:00,  1.89it/s]\nEpoch 0: |          | 1729/? [15:13<00:00,  1.89it/s]\nEpoch 0: |          | 1729/? [15:13<00:00,  1.89it/s]\nEpoch 0: |          | 1730/? [15:14<00:00,  1.89it/s]\nEpoch 0: |          | 1730/? [15:14<00:00,  1.89it/s]\nEpoch 0: |          | 1731/? [15:14<00:00,  1.89it/s]\nEpoch 0: |          | 1731/? [15:14<00:00,  1.89it/s]\nEpoch 0: |          | 1732/? [15:15<00:00,  1.89it/s]\nEpoch 0: |          | 1732/? [15:15<00:00,  1.89it/s]\nEpoch 0: |          | 1733/? [15:15<00:00,  1.89it/s]\nEpoch 0: |          | 1733/? [15:15<00:00,  1.89it/s]\nEpoch 0: |          | 1734/? [15:15<00:00,  1.89it/s]\nEpoch 0: |          | 1734/? [15:15<00:00,  1.89it/s]\nEpoch 0: |          | 1735/? [15:16<00:00,  1.89it/s]\nEpoch 0: |          | 1735/? [15:16<00:00,  1.89it/s]\nEpoch 0: |          | 1736/? [15:16<00:00,  1.89it/s]\nEpoch 0: |          | 1736/? [15:16<00:00,  1.89it/s]\nEpoch 0: |          | 1737/? [15:17<00:00,  1.89it/s]\nEpoch 0: |          | 1737/? [15:17<00:00,  1.89it/s]\nEpoch 0: |          | 1738/? [15:17<00:00,  1.89it/s]\nEpoch 0: |          | 1738/? [15:17<00:00,  1.89it/s]\nEpoch 0: |          | 1739/? [15:17<00:00,  1.89it/s]\nEpoch 0: |          | 1739/? [15:17<00:00,  1.89it/s]\nEpoch 0: |          | 1740/? [15:18<00:00,  1.89it/s]\nEpoch 0: |          | 1740/? [15:18<00:00,  1.89it/s]\nEpoch 0: |          | 1741/? [15:18<00:00,  1.89it/s]\nEpoch 0: |          | 1741/? [15:18<00:00,  1.89it/s]\nEpoch 0: |          | 1742/? [15:19<00:00,  1.90it/s]\nEpoch 0: |          | 1742/? [15:19<00:00,  1.90it/s]\nEpoch 0: |          | 1743/? [15:19<00:00,  1.90it/s]\nEpoch 0: |          | 1743/? [15:19<00:00,  1.90it/s]\nEpoch 0: |          | 1744/? [15:20<00:00,  1.90it/s]\nEpoch 0: |          | 1744/? [15:20<00:00,  1.90it/s]\nEpoch 0: |          | 1745/? [15:20<00:00,  1.90it/s]\nEpoch 0: |          | 1745/? [15:20<00:00,  1.90it/s]\nEpoch 0: |          | 1746/? [15:20<00:00,  1.90it/s]\nEpoch 0: |          | 1746/? [15:20<00:00,  1.90it/s]\nEpoch 0: |          | 1747/? [15:21<00:00,  1.90it/s]\nEpoch 0: |          | 1747/? [15:21<00:00,  1.90it/s]\nEpoch 0: |          | 1748/? [15:21<00:00,  1.90it/s]\nEpoch 0: |          | 1748/? [15:21<00:00,  1.90it/s]\nEpoch 0: |          | 1749/? [15:22<00:00,  1.90it/s]\nEpoch 0: |          | 1749/? [15:22<00:00,  1.90it/s]\nEpoch 0: |          | 1750/? [15:22<00:00,  1.90it/s]\nEpoch 0: |          | 1750/? [15:22<00:00,  1.90it/s]\nEpoch 0: |          | 1751/? [15:22<00:00,  1.90it/s]\nEpoch 0: |          | 1751/? [15:22<00:00,  1.90it/s]\nEpoch 0: |          | 1752/? [15:23<00:00,  1.90it/s]\nEpoch 0: |          | 1752/? [15:23<00:00,  1.90it/s]\nEpoch 0: |          | 1753/? [15:23<00:00,  1.90it/s]\nEpoch 0: |          | 1753/? [15:23<00:00,  1.90it/s]\nEpoch 0: |          | 1754/? [15:24<00:00,  1.90it/s]\nEpoch 0: |          | 1754/? [15:24<00:00,  1.90it/s]\nEpoch 0: |          | 1755/? [15:24<00:00,  1.90it/s]\nEpoch 0: |          | 1755/? [15:24<00:00,  1.90it/s]\nEpoch 0: |          | 1756/? [15:24<00:00,  1.90it/s]\nEpoch 0: |          | 1756/? [15:24<00:00,  1.90it/s]\nEpoch 0: |          | 1757/? [15:25<00:00,  1.90it/s]\nEpoch 0: |          | 1757/? [15:25<00:00,  1.90it/s]\nEpoch 0: |          | 1758/? [15:25<00:00,  1.90it/s]\nEpoch 0: |          | 1758/? [15:25<00:00,  1.90it/s]\nEpoch 0: |          | 1759/? [15:26<00:00,  1.90it/s]\nEpoch 0: |          | 1759/? [15:26<00:00,  1.90it/s]\nEpoch 0: |          | 1760/? [15:26<00:00,  1.90it/s]\nEpoch 0: |          | 1760/? [15:26<00:00,  1.90it/s]\nEpoch 0: |          | 1761/? [15:27<00:00,  1.90it/s]\nEpoch 0: |          | 1761/? [15:27<00:00,  1.90it/s]\nEpoch 0: |          | 1762/? [15:27<00:00,  1.90it/s]\nEpoch 0: |          | 1762/? [15:27<00:00,  1.90it/s]\nEpoch 0: |          | 1763/? [15:27<00:00,  1.90it/s]\nEpoch 0: |          | 1763/? [15:27<00:00,  1.90it/s]\nEpoch 0: |          | 1764/? [15:28<00:00,  1.90it/s]\nEpoch 0: |          | 1764/? [15:28<00:00,  1.90it/s]\nEpoch 0: |          | 1765/? [15:28<00:00,  1.90it/s]\nEpoch 0: |          | 1765/? [15:28<00:00,  1.90it/s]\nEpoch 0: |          | 1766/? [15:29<00:00,  1.90it/s]\nEpoch 0: |          | 1766/? [15:29<00:00,  1.90it/s]\nEpoch 0: |          | 1767/? [15:29<00:00,  1.90it/s]\nEpoch 0: |          | 1767/? [15:29<00:00,  1.90it/s]\nEpoch 0: |          | 1768/? [15:29<00:00,  1.90it/s]\nEpoch 0: |          | 1768/? [15:29<00:00,  1.90it/s]\nEpoch 0: |          | 1769/? [15:30<00:00,  1.90it/s]\nEpoch 0: |          | 1769/? [15:30<00:00,  1.90it/s]\nEpoch 0: |          | 1770/? [15:30<00:00,  1.90it/s]\nEpoch 0: |          | 1770/? [15:30<00:00,  1.90it/s]\nEpoch 0: |          | 1771/? [15:31<00:00,  1.90it/s]\nEpoch 0: |          | 1771/? [15:31<00:00,  1.90it/s]\nEpoch 0: |          | 1772/? [15:31<00:00,  1.90it/s]\nEpoch 0: |          | 1772/? [15:31<00:00,  1.90it/s]\nEpoch 0: |          | 1773/? [15:32<00:00,  1.90it/s]\nEpoch 0: |          | 1773/? [15:32<00:00,  1.90it/s]\nEpoch 0: |          | 1774/? [15:32<00:00,  1.90it/s]\nEpoch 0: |          | 1774/? [15:32<00:00,  1.90it/s]\nEpoch 0: |          | 1775/? [15:32<00:00,  1.90it/s]\nEpoch 0: |          | 1775/? [15:32<00:00,  1.90it/s]\nEpoch 0: |          | 1776/? [15:33<00:00,  1.90it/s]\nEpoch 0: |          | 1776/? [15:33<00:00,  1.90it/s]\nEpoch 0: |          | 1777/? [15:33<00:00,  1.90it/s]\nEpoch 0: |          | 1777/? [15:33<00:00,  1.90it/s]\nEpoch 0: |          | 1778/? [15:34<00:00,  1.90it/s]\nEpoch 0: |          | 1778/? [15:34<00:00,  1.90it/s]\nEpoch 0: |          | 1779/? [15:34<00:00,  1.90it/s]\nEpoch 0: |          | 1779/? [15:34<00:00,  1.90it/s]\nEpoch 0: |          | 1780/? [15:34<00:00,  1.90it/s]\nEpoch 0: |          | 1780/? [15:34<00:00,  1.90it/s]\nEpoch 0: |          | 1781/? [15:35<00:00,  1.90it/s]\nEpoch 0: |          | 1781/? [15:35<00:00,  1.90it/s]\nEpoch 0: |          | 1782/? [15:35<00:00,  1.90it/s]\nEpoch 0: |          | 1782/? [15:35<00:00,  1.90it/s]\nEpoch 0: |          | 1783/? [15:36<00:00,  1.90it/s]\nEpoch 0: |          | 1783/? [15:36<00:00,  1.90it/s]\nEpoch 0: |          | 1784/? [15:36<00:00,  1.90it/s]\nEpoch 0: |          | 1784/? [15:36<00:00,  1.90it/s]\nEpoch 0: |          | 1785/? [15:37<00:00,  1.91it/s]\nEpoch 0: |          | 1785/? [15:37<00:00,  1.91it/s]\nEpoch 0: |          | 1786/? [15:37<00:00,  1.91it/s]\nEpoch 0: |          | 1786/? [15:37<00:00,  1.91it/s]\nEpoch 0: |          | 1787/? [15:37<00:00,  1.91it/s]\nEpoch 0: |          | 1787/? [15:37<00:00,  1.91it/s]\nEpoch 0: |          | 1788/? [15:38<00:00,  1.91it/s]\nEpoch 0: |          | 1788/? [15:38<00:00,  1.91it/s]\nEpoch 0: |          | 1789/? [15:38<00:00,  1.91it/s]\nEpoch 0: |          | 1789/? [15:38<00:00,  1.91it/s]\nEpoch 0: |          | 1790/? [15:39<00:00,  1.91it/s]\nEpoch 0: |          | 1790/? [15:39<00:00,  1.91it/s]\nEpoch 0: |          | 1791/? [15:39<00:00,  1.91it/s]\nEpoch 0: |          | 1791/? [15:39<00:00,  1.91it/s]\nEpoch 0: |          | 1792/? [15:39<00:00,  1.91it/s]\nEpoch 0: |          | 1792/? [15:39<00:00,  1.91it/s]\nEpoch 0: |          | 1793/? [15:40<00:00,  1.91it/s]\nEpoch 0: |          | 1793/? [15:40<00:00,  1.91it/s]\nEpoch 0: |          | 1794/? [15:40<00:00,  1.91it/s]\nEpoch 0: |          | 1794/? [15:40<00:00,  1.91it/s]\nEpoch 0: |          | 1795/? [15:41<00:00,  1.91it/s]\nEpoch 0: |          | 1795/? [15:41<00:00,  1.91it/s]\nEpoch 0: |          | 1796/? [15:41<00:00,  1.91it/s]\nEpoch 0: |          | 1796/? [15:41<00:00,  1.91it/s]\nEpoch 0: |          | 1797/? [15:42<00:00,  1.91it/s]\nEpoch 0: |          | 1797/? [15:42<00:00,  1.91it/s]\nEpoch 0: |          | 1798/? [15:42<00:00,  1.91it/s]\nEpoch 0: |          | 1798/? [15:42<00:00,  1.91it/s]\nEpoch 0: |          | 1799/? [15:42<00:00,  1.91it/s]\nEpoch 0: |          | 1799/? [15:42<00:00,  1.91it/s]\nEpoch 0: |          | 1800/? [15:43<00:00,  1.91it/s]\nEpoch 0: |          | 1800/? [15:43<00:00,  1.91it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  3.65it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  3.56it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  3.58it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  3.63it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 1800/? [15:44<00:00,  1.91it/s]\nEpoch 0: |          | 1801/? [15:44<00:00,  1.91it/s]\nEpoch 0: |          | 1801/? [15:44<00:00,  1.91it/s]\nEpoch 0: |          | 1802/? [15:45<00:00,  1.91it/s]\nEpoch 0: |          | 1802/? [15:45<00:00,  1.91it/s]\nEpoch 0: |          | 1803/? [15:45<00:00,  1.91it/s]\nEpoch 0: |          | 1803/? [15:45<00:00,  1.91it/s]\nEpoch 0: |          | 1804/? [15:46<00:00,  1.91it/s]\nEpoch 0: |          | 1804/? [15:46<00:00,  1.91it/s]\nEpoch 0: |          | 1805/? [15:46<00:00,  1.91it/s]\nEpoch 0: |          | 1805/? [15:46<00:00,  1.91it/s]\nEpoch 0: |          | 1806/? [15:46<00:00,  1.91it/s]\nEpoch 0: |          | 1806/? [15:46<00:00,  1.91it/s]\nEpoch 0: |          | 1807/? [15:47<00:00,  1.91it/s]\nEpoch 0: |          | 1807/? [15:47<00:00,  1.91it/s]\nEpoch 0: |          | 1808/? [15:47<00:00,  1.91it/s]\nEpoch 0: |          | 1808/? [15:47<00:00,  1.91it/s]\nEpoch 0: |          | 1809/? [15:48<00:00,  1.91it/s]\nEpoch 0: |          | 1809/? [15:48<00:00,  1.91it/s]\nEpoch 0: |          | 1810/? [15:48<00:00,  1.91it/s]\nEpoch 0: |          | 1810/? [15:48<00:00,  1.91it/s]\nEpoch 0: |          | 1811/? [15:49<00:00,  1.91it/s]\nEpoch 0: |          | 1811/? [15:49<00:00,  1.91it/s]\nEpoch 0: |          | 1812/? [15:49<00:00,  1.91it/s]\nEpoch 0: |          | 1812/? [15:49<00:00,  1.91it/s]\nEpoch 0: |          | 1813/? [15:49<00:00,  1.91it/s]\nEpoch 0: |          | 1813/? [15:49<00:00,  1.91it/s]\nEpoch 0: |          | 1814/? [15:50<00:00,  1.91it/s]\nEpoch 0: |          | 1814/? [15:50<00:00,  1.91it/s]\nEpoch 0: |          | 1815/? [15:50<00:00,  1.91it/s]\nEpoch 0: |          | 1815/? [15:50<00:00,  1.91it/s]\nEpoch 0: |          | 1816/? [15:51<00:00,  1.91it/s]\nEpoch 0: |          | 1816/? [15:51<00:00,  1.91it/s]\nEpoch 0: |          | 1817/? [15:51<00:00,  1.91it/s]\nEpoch 0: |          | 1817/? [15:51<00:00,  1.91it/s]\nEpoch 0: |          | 1818/? [15:51<00:00,  1.91it/s]\nEpoch 0: |          | 1818/? [15:51<00:00,  1.91it/s]\nEpoch 0: |          | 1819/? [15:52<00:00,  1.91it/s]\nEpoch 0: |          | 1819/? [15:52<00:00,  1.91it/s]\nEpoch 0: |          | 1820/? [15:52<00:00,  1.91it/s]\nEpoch 0: |          | 1820/? [15:52<00:00,  1.91it/s]\nEpoch 0: |          | 1821/? [15:53<00:00,  1.91it/s]\nEpoch 0: |          | 1821/? [15:53<00:00,  1.91it/s]\nEpoch 0: |          | 1822/? [15:53<00:00,  1.91it/s]\nEpoch 0: |          | 1822/? [15:53<00:00,  1.91it/s]\nEpoch 0: |          | 1823/? [15:54<00:00,  1.91it/s]\nEpoch 0: |          | 1823/? [15:54<00:00,  1.91it/s]\nEpoch 0: |          | 1824/? [15:54<00:00,  1.91it/s]\nEpoch 0: |          | 1824/? [15:54<00:00,  1.91it/s]\nEpoch 0: |          | 1825/? [15:54<00:00,  1.91it/s]\nEpoch 0: |          | 1825/? [15:54<00:00,  1.91it/s]\nEpoch 0: |          | 1826/? [15:55<00:00,  1.91it/s]\nEpoch 0: |          | 1826/? [15:55<00:00,  1.91it/s]\nEpoch 0: |          | 1827/? [15:55<00:00,  1.91it/s]\nEpoch 0: |          | 1827/? [15:55<00:00,  1.91it/s]\nEpoch 0: |          | 1828/? [15:56<00:00,  1.91it/s]\nEpoch 0: |          | 1828/? [15:56<00:00,  1.91it/s]\nEpoch 0: |          | 1829/? [15:56<00:00,  1.91it/s]\nEpoch 0: |          | 1829/? [15:56<00:00,  1.91it/s]\nEpoch 0: |          | 1830/? [15:56<00:00,  1.91it/s]\nEpoch 0: |          | 1830/? [15:56<00:00,  1.91it/s]\nEpoch 0: |          | 1831/? [15:57<00:00,  1.91it/s]\nEpoch 0: |          | 1831/? [15:57<00:00,  1.91it/s]\nEpoch 0: |          | 1832/? [15:57<00:00,  1.91it/s]\nEpoch 0: |          | 1832/? [15:57<00:00,  1.91it/s]\nEpoch 0: |          | 1833/? [15:58<00:00,  1.91it/s]\nEpoch 0: |          | 1833/? [15:58<00:00,  1.91it/s]\nEpoch 0: |          | 1834/? [15:58<00:00,  1.91it/s]\nEpoch 0: |          | 1834/? [15:58<00:00,  1.91it/s]\nEpoch 0: |          | 1835/? [15:58<00:00,  1.91it/s]\nEpoch 0: |          | 1835/? [15:58<00:00,  1.91it/s]\nEpoch 0: |          | 1836/? [15:59<00:00,  1.91it/s]\nEpoch 0: |          | 1836/? [15:59<00:00,  1.91it/s]\nEpoch 0: |          | 1837/? [15:59<00:00,  1.91it/s]\nEpoch 0: |          | 1837/? [15:59<00:00,  1.91it/s]\nEpoch 0: |          | 1838/? [16:00<00:00,  1.91it/s]\nEpoch 0: |          | 1838/? [16:00<00:00,  1.91it/s]\nEpoch 0: |          | 1839/? [16:00<00:00,  1.91it/s]\nEpoch 0: |          | 1839/? [16:00<00:00,  1.91it/s]\nEpoch 0: |          | 1840/? [16:01<00:00,  1.91it/s]\nEpoch 0: |          | 1840/? [16:01<00:00,  1.91it/s]\nEpoch 0: |          | 1841/? [16:01<00:00,  1.91it/s]\nEpoch 0: |          | 1841/? [16:01<00:00,  1.91it/s]\nEpoch 0: |          | 1842/? [16:01<00:00,  1.92it/s]\nEpoch 0: |          | 1842/? [16:01<00:00,  1.92it/s]\nEpoch 0: |          | 1843/? [16:02<00:00,  1.92it/s]\nEpoch 0: |          | 1843/? [16:02<00:00,  1.92it/s]\nEpoch 0: |          | 1844/? [16:02<00:00,  1.92it/s]\nEpoch 0: |          | 1844/? [16:02<00:00,  1.92it/s]\nEpoch 0: |          | 1845/? [16:03<00:00,  1.92it/s]\nEpoch 0: |          | 1845/? [16:03<00:00,  1.92it/s]\nEpoch 0: |          | 1846/? [16:03<00:00,  1.92it/s]\nEpoch 0: |          | 1846/? [16:03<00:00,  1.92it/s]\nEpoch 0: |          | 1847/? [16:03<00:00,  1.92it/s]\nEpoch 0: |          | 1847/? [16:03<00:00,  1.92it/s]\nEpoch 0: |          | 1848/? [16:04<00:00,  1.92it/s]\nEpoch 0: |          | 1848/? [16:04<00:00,  1.92it/s]\nEpoch 0: |          | 1849/? [16:04<00:00,  1.92it/s]\nEpoch 0: |          | 1849/? [16:04<00:00,  1.92it/s]\nEpoch 0: |          | 1850/? [16:05<00:00,  1.92it/s]\nEpoch 0: |          | 1850/? [16:05<00:00,  1.92it/s]\nEpoch 0: |          | 1851/? [16:05<00:00,  1.92it/s]\nEpoch 0: |          | 1851/? [16:05<00:00,  1.92it/s]\nEpoch 0: |          | 1852/? [16:06<00:00,  1.92it/s]\nEpoch 0: |          | 1852/? [16:06<00:00,  1.92it/s]\nEpoch 0: |          | 1853/? [16:06<00:00,  1.92it/s]\nEpoch 0: |          | 1853/? [16:06<00:00,  1.92it/s]\nEpoch 0: |          | 1854/? [16:06<00:00,  1.92it/s]\nEpoch 0: |          | 1854/? [16:06<00:00,  1.92it/s]\nEpoch 0: |          | 1855/? [16:07<00:00,  1.92it/s]\nEpoch 0: |          | 1855/? [16:07<00:00,  1.92it/s]\nEpoch 0: |          | 1856/? [16:07<00:00,  1.92it/s]\nEpoch 0: |          | 1856/? [16:07<00:00,  1.92it/s]\nEpoch 0: |          | 1857/? [16:08<00:00,  1.92it/s]\nEpoch 0: |          | 1857/? [16:08<00:00,  1.92it/s]\nEpoch 0: |          | 1858/? [16:08<00:00,  1.92it/s]\nEpoch 0: |          | 1858/? [16:08<00:00,  1.92it/s]\nEpoch 0: |          | 1859/? [16:08<00:00,  1.92it/s]\nEpoch 0: |          | 1859/? [16:08<00:00,  1.92it/s]\nEpoch 0: |          | 1860/? [16:09<00:00,  1.92it/s]\nEpoch 0: |          | 1860/? [16:09<00:00,  1.92it/s]\nEpoch 0: |          | 1861/? [16:09<00:00,  1.92it/s]\nEpoch 0: |          | 1861/? [16:09<00:00,  1.92it/s]\nEpoch 0: |          | 1862/? [16:10<00:00,  1.92it/s]\nEpoch 0: |          | 1862/? [16:10<00:00,  1.92it/s]\nEpoch 0: |          | 1863/? [16:10<00:00,  1.92it/s]\nEpoch 0: |          | 1863/? [16:10<00:00,  1.92it/s]\nEpoch 0: |          | 1864/? [16:11<00:00,  1.92it/s]\nEpoch 0: |          | 1864/? [16:11<00:00,  1.92it/s]\nEpoch 0: |          | 1865/? [16:11<00:00,  1.92it/s]\nEpoch 0: |          | 1865/? [16:11<00:00,  1.92it/s]\nEpoch 0: |          | 1866/? [16:11<00:00,  1.92it/s]\nEpoch 0: |          | 1866/? [16:11<00:00,  1.92it/s]\nEpoch 0: |          | 1867/? [16:12<00:00,  1.92it/s]\nEpoch 0: |          | 1867/? [16:12<00:00,  1.92it/s]\nEpoch 0: |          | 1868/? [16:12<00:00,  1.92it/s]\nEpoch 0: |          | 1868/? [16:12<00:00,  1.92it/s]\nEpoch 0: |          | 1869/? [16:13<00:00,  1.92it/s]\nEpoch 0: |          | 1869/? [16:13<00:00,  1.92it/s]\nEpoch 0: |          | 1870/? [16:13<00:00,  1.92it/s]\nEpoch 0: |          | 1870/? [16:13<00:00,  1.92it/s]\nEpoch 0: |          | 1871/? [16:14<00:00,  1.92it/s]\nEpoch 0: |          | 1871/? [16:14<00:00,  1.92it/s]\nEpoch 0: |          | 1872/? [16:14<00:00,  1.92it/s]\nEpoch 0: |          | 1872/? [16:14<00:00,  1.92it/s]\nEpoch 0: |          | 1873/? [16:15<00:00,  1.92it/s]\nEpoch 0: |          | 1873/? [16:15<00:00,  1.92it/s]\nEpoch 0: |          | 1874/? [16:15<00:00,  1.92it/s]\nEpoch 0: |          | 1874/? [16:15<00:00,  1.92it/s]\nEpoch 0: |          | 1875/? [16:15<00:00,  1.92it/s]\nEpoch 0: |          | 1875/? [16:15<00:00,  1.92it/s]\nEpoch 0: |          | 1876/? [16:16<00:00,  1.92it/s]\nEpoch 0: |          | 1876/? [16:16<00:00,  1.92it/s]\nEpoch 0: |          | 1877/? [16:16<00:00,  1.92it/s]\nEpoch 0: |          | 1877/? [16:16<00:00,  1.92it/s]\nEpoch 0: |          | 1878/? [16:17<00:00,  1.92it/s]\nEpoch 0: |          | 1878/? [16:17<00:00,  1.92it/s]\nEpoch 0: |          | 1879/? [16:17<00:00,  1.92it/s]\nEpoch 0: |          | 1879/? [16:17<00:00,  1.92it/s]\nEpoch 0: |          | 1880/? [16:17<00:00,  1.92it/s]\nEpoch 0: |          | 1880/? [16:17<00:00,  1.92it/s]\nEpoch 0: |          | 1881/? [16:18<00:00,  1.92it/s]\nEpoch 0: |          | 1881/? [16:18<00:00,  1.92it/s]\nEpoch 0: |          | 1882/? [16:18<00:00,  1.92it/s]\nEpoch 0: |          | 1882/? [16:18<00:00,  1.92it/s]\nEpoch 0: |          | 1883/? [16:19<00:00,  1.92it/s]\nEpoch 0: |          | 1883/? [16:19<00:00,  1.92it/s]\nEpoch 0: |          | 1884/? [16:19<00:00,  1.92it/s]\nEpoch 0: |          | 1884/? [16:19<00:00,  1.92it/s]\nEpoch 0: |          | 1885/? [16:20<00:00,  1.92it/s]\nEpoch 0: |          | 1885/? [16:20<00:00,  1.92it/s]\nEpoch 0: |          | 1886/? [16:20<00:00,  1.92it/s]\nEpoch 0: |          | 1886/? [16:20<00:00,  1.92it/s]\nEpoch 0: |          | 1887/? [16:20<00:00,  1.92it/s]\nEpoch 0: |          | 1887/? [16:20<00:00,  1.92it/s]\nEpoch 0: |          | 1888/? [16:21<00:00,  1.92it/s]\nEpoch 0: |          | 1888/? [16:21<00:00,  1.92it/s]\nEpoch 0: |          | 1889/? [16:21<00:00,  1.92it/s]\nEpoch 0: |          | 1889/? [16:21<00:00,  1.92it/s]\nEpoch 0: |          | 1890/? [16:22<00:00,  1.92it/s]\nEpoch 0: |          | 1890/? [16:22<00:00,  1.92it/s]\nEpoch 0: |          | 1891/? [16:22<00:00,  1.92it/s]\nEpoch 0: |          | 1891/? [16:22<00:00,  1.92it/s]\nEpoch 0: |          | 1892/? [16:22<00:00,  1.92it/s]\nEpoch 0: |          | 1892/? [16:22<00:00,  1.92it/s]\nEpoch 0: |          | 1893/? [16:23<00:00,  1.93it/s]\nEpoch 0: |          | 1893/? [16:23<00:00,  1.93it/s]\nEpoch 0: |          | 1894/? [16:23<00:00,  1.93it/s]\nEpoch 0: |          | 1894/? [16:23<00:00,  1.93it/s]\nEpoch 0: |          | 1895/? [16:24<00:00,  1.93it/s]\nEpoch 0: |          | 1895/? [16:24<00:00,  1.93it/s]\nEpoch 0: |          | 1896/? [16:24<00:00,  1.93it/s]\nEpoch 0: |          | 1896/? [16:24<00:00,  1.93it/s]\nEpoch 0: |          | 1897/? [16:24<00:00,  1.93it/s]\nEpoch 0: |          | 1897/? [16:24<00:00,  1.93it/s]\nEpoch 0: |          | 1898/? [16:25<00:00,  1.93it/s]\nEpoch 0: |          | 1898/? [16:25<00:00,  1.93it/s]\nEpoch 0: |          | 1899/? [16:25<00:00,  1.93it/s]\nEpoch 0: |          | 1899/? [16:25<00:00,  1.93it/s]\nEpoch 0: |          | 1900/? [16:26<00:00,  1.93it/s]\nEpoch 0: |          | 1900/? [16:26<00:00,  1.93it/s]\nEpoch 0: |          | 1901/? [16:26<00:00,  1.93it/s]\nEpoch 0: |          | 1901/? [16:26<00:00,  1.93it/s]\nEpoch 0: |          | 1902/? [16:26<00:00,  1.93it/s]\nEpoch 0: |          | 1902/? [16:26<00:00,  1.93it/s]\nEpoch 0: |          | 1903/? [16:27<00:00,  1.93it/s]\nEpoch 0: |          | 1903/? [16:27<00:00,  1.93it/s]\nEpoch 0: |          | 1904/? [16:27<00:00,  1.93it/s]\nEpoch 0: |          | 1904/? [16:27<00:00,  1.93it/s]\nEpoch 0: |          | 1905/? [16:28<00:00,  1.93it/s]\nEpoch 0: |          | 1905/? [16:28<00:00,  1.93it/s]\nEpoch 0: |          | 1906/? [16:28<00:00,  1.93it/s]\nEpoch 0: |          | 1906/? [16:28<00:00,  1.93it/s]\nEpoch 0: |          | 1907/? [16:29<00:00,  1.93it/s]\nEpoch 0: |          | 1907/? [16:29<00:00,  1.93it/s]\nEpoch 0: |          | 1908/? [16:29<00:00,  1.93it/s]\nEpoch 0: |          | 1908/? [16:29<00:00,  1.93it/s]\nEpoch 0: |          | 1909/? [16:29<00:00,  1.93it/s]\nEpoch 0: |          | 1909/? [16:29<00:00,  1.93it/s]\nEpoch 0: |          | 1910/? [16:30<00:00,  1.93it/s]\nEpoch 0: |          | 1910/? [16:30<00:00,  1.93it/s]\nEpoch 0: |          | 1911/? [16:30<00:00,  1.93it/s]\nEpoch 0: |          | 1911/? [16:30<00:00,  1.93it/s]\nEpoch 0: |          | 1912/? [16:31<00:00,  1.93it/s]\nEpoch 0: |          | 1912/? [16:31<00:00,  1.93it/s]\nEpoch 0: |          | 1913/? [16:31<00:00,  1.93it/s]\nEpoch 0: |          | 1913/? [16:31<00:00,  1.93it/s]\nEpoch 0: |          | 1914/? [16:32<00:00,  1.93it/s]\nEpoch 0: |          | 1914/? [16:32<00:00,  1.93it/s]\nEpoch 0: |          | 1915/? [16:32<00:00,  1.93it/s]\nEpoch 0: |          | 1915/? [16:32<00:00,  1.93it/s]\nEpoch 0: |          | 1916/? [16:32<00:00,  1.93it/s]\nEpoch 0: |          | 1916/? [16:32<00:00,  1.93it/s]\nEpoch 0: |          | 1917/? [16:33<00:00,  1.93it/s]\nEpoch 0: |          | 1917/? [16:33<00:00,  1.93it/s]\nEpoch 0: |          | 1918/? [16:33<00:00,  1.93it/s]\nEpoch 0: |          | 1918/? [16:33<00:00,  1.93it/s]\nEpoch 0: |          | 1919/? [16:34<00:00,  1.93it/s]\nEpoch 0: |          | 1919/? [16:34<00:00,  1.93it/s]\nEpoch 0: |          | 1920/? [16:34<00:00,  1.93it/s]\nEpoch 0: |          | 1920/? [16:34<00:00,  1.93it/s]\nEpoch 0: |          | 1921/? [16:35<00:00,  1.93it/s]\nEpoch 0: |          | 1921/? [16:35<00:00,  1.93it/s]\nEpoch 0: |          | 1922/? [16:35<00:00,  1.93it/s]\nEpoch 0: |          | 1922/? [16:35<00:00,  1.93it/s]\nEpoch 0: |          | 1923/? [16:35<00:00,  1.93it/s]\nEpoch 0: |          | 1923/? [16:35<00:00,  1.93it/s]\nEpoch 0: |          | 1924/? [16:36<00:00,  1.93it/s]\nEpoch 0: |          | 1924/? [16:36<00:00,  1.93it/s]\nEpoch 0: |          | 1925/? [16:36<00:00,  1.93it/s]\nEpoch 0: |          | 1925/? [16:36<00:00,  1.93it/s]\nEpoch 0: |          | 1926/? [16:37<00:00,  1.93it/s]\nEpoch 0: |          | 1926/? [16:37<00:00,  1.93it/s]\nEpoch 0: |          | 1927/? [16:37<00:00,  1.93it/s]\nEpoch 0: |          | 1927/? [16:37<00:00,  1.93it/s]\nEpoch 0: |          | 1928/? [16:37<00:00,  1.93it/s]\nEpoch 0: |          | 1928/? [16:37<00:00,  1.93it/s]\nEpoch 0: |          | 1929/? [16:38<00:00,  1.93it/s]\nEpoch 0: |          | 1929/? [16:38<00:00,  1.93it/s]\nEpoch 0: |          | 1930/? [16:38<00:00,  1.93it/s]\nEpoch 0: |          | 1930/? [16:38<00:00,  1.93it/s]\nEpoch 0: |          | 1931/? [16:39<00:00,  1.93it/s]\nEpoch 0: |          | 1931/? [16:39<00:00,  1.93it/s]\nEpoch 0: |          | 1932/? [16:39<00:00,  1.93it/s]\nEpoch 0: |          | 1932/? [16:39<00:00,  1.93it/s]\nEpoch 0: |          | 1933/? [16:39<00:00,  1.93it/s]\nEpoch 0: |          | 1933/? [16:39<00:00,  1.93it/s]\nEpoch 0: |          | 1934/? [16:40<00:00,  1.93it/s]\nEpoch 0: |          | 1934/? [16:40<00:00,  1.93it/s]\nEpoch 0: |          | 1935/? [16:40<00:00,  1.93it/s]\nEpoch 0: |          | 1935/? [16:40<00:00,  1.93it/s]\nEpoch 0: |          | 1936/? [16:41<00:00,  1.93it/s]\nEpoch 0: |          | 1936/? [16:41<00:00,  1.93it/s]\nEpoch 0: |          | 1937/? [16:41<00:00,  1.93it/s]\nEpoch 0: |          | 1937/? [16:41<00:00,  1.93it/s]\nEpoch 0: |          | 1938/? [16:41<00:00,  1.93it/s]\nEpoch 0: |          | 1938/? [16:41<00:00,  1.93it/s]\nEpoch 0: |          | 1939/? [16:42<00:00,  1.93it/s]\nEpoch 0: |          | 1939/? [16:42<00:00,  1.93it/s]\nEpoch 0: |          | 1940/? [16:42<00:00,  1.93it/s]\nEpoch 0: |          | 1940/? [16:42<00:00,  1.93it/s]\nEpoch 0: |          | 1941/? [16:43<00:00,  1.93it/s]\nEpoch 0: |          | 1941/? [16:43<00:00,  1.93it/s]\nEpoch 0: |          | 1942/? [16:43<00:00,  1.94it/s]\nEpoch 0: |          | 1942/? [16:43<00:00,  1.94it/s]\nEpoch 0: |          | 1943/? [16:44<00:00,  1.94it/s]\nEpoch 0: |          | 1943/? [16:44<00:00,  1.94it/s]\nEpoch 0: |          | 1944/? [16:44<00:00,  1.94it/s]\nEpoch 0: |          | 1944/? [16:44<00:00,  1.94it/s]\nEpoch 0: |          | 1945/? [16:44<00:00,  1.94it/s]\nEpoch 0: |          | 1945/? [16:44<00:00,  1.94it/s]\nEpoch 0: |          | 1946/? [16:45<00:00,  1.94it/s]\nEpoch 0: |          | 1946/? [16:45<00:00,  1.94it/s]\nEpoch 0: |          | 1947/? [16:45<00:00,  1.94it/s]\nEpoch 0: |          | 1947/? [16:45<00:00,  1.94it/s]\nEpoch 0: |          | 1948/? [16:46<00:00,  1.94it/s]\nEpoch 0: |          | 1948/? [16:46<00:00,  1.94it/s]\nEpoch 0: |          | 1949/? [16:46<00:00,  1.94it/s]\nEpoch 0: |          | 1949/? [16:46<00:00,  1.94it/s]\nEpoch 0: |          | 1950/? [16:46<00:00,  1.94it/s]\nEpoch 0: |          | 1950/? [16:46<00:00,  1.94it/s]\nEpoch 0: |          | 1951/? [16:47<00:00,  1.94it/s]\nEpoch 0: |          | 1951/? [16:47<00:00,  1.94it/s]\nEpoch 0: |          | 1952/? [16:47<00:00,  1.94it/s]\nEpoch 0: |          | 1952/? [16:47<00:00,  1.94it/s]\nEpoch 0: |          | 1953/? [16:48<00:00,  1.94it/s]\nEpoch 0: |          | 1953/? [16:48<00:00,  1.94it/s]\nEpoch 0: |          | 1954/? [16:48<00:00,  1.94it/s]\nEpoch 0: |          | 1954/? [16:48<00:00,  1.94it/s]\nEpoch 0: |          | 1955/? [16:48<00:00,  1.94it/s]\nEpoch 0: |          | 1955/? [16:48<00:00,  1.94it/s]\nEpoch 0: |          | 1956/? [16:49<00:00,  1.94it/s]\nEpoch 0: |          | 1956/? [16:49<00:00,  1.94it/s]\nEpoch 0: |          | 1957/? [16:49<00:00,  1.94it/s]\nEpoch 0: |          | 1957/? [16:49<00:00,  1.94it/s]\nEpoch 0: |          | 1958/? [16:50<00:00,  1.94it/s]\nEpoch 0: |          | 1958/? [16:50<00:00,  1.94it/s]\nEpoch 0: |          | 1959/? [16:50<00:00,  1.94it/s]\nEpoch 0: |          | 1959/? [16:50<00:00,  1.94it/s]\nEpoch 0: |          | 1960/? [16:50<00:00,  1.94it/s]\nEpoch 0: |          | 1960/? [16:50<00:00,  1.94it/s]\nEpoch 0: |          | 1961/? [16:51<00:00,  1.94it/s]\nEpoch 0: |          | 1961/? [16:51<00:00,  1.94it/s]\nEpoch 0: |          | 1962/? [16:51<00:00,  1.94it/s]\nEpoch 0: |          | 1962/? [16:51<00:00,  1.94it/s]\nEpoch 0: |          | 1963/? [16:52<00:00,  1.94it/s]\nEpoch 0: |          | 1963/? [16:52<00:00,  1.94it/s]\nEpoch 0: |          | 1964/? [16:52<00:00,  1.94it/s]\nEpoch 0: |          | 1964/? [16:52<00:00,  1.94it/s]\nEpoch 0: |          | 1965/? [16:52<00:00,  1.94it/s]\nEpoch 0: |          | 1965/? [16:52<00:00,  1.94it/s]\nEpoch 0: |          | 1966/? [16:53<00:00,  1.94it/s]\nEpoch 0: |          | 1966/? [16:53<00:00,  1.94it/s]\nEpoch 0: |          | 1967/? [16:53<00:00,  1.94it/s]\nEpoch 0: |          | 1967/? [16:53<00:00,  1.94it/s]\nEpoch 0: |          | 1968/? [16:54<00:00,  1.94it/s]\nEpoch 0: |          | 1968/? [16:54<00:00,  1.94it/s]\nEpoch 0: |          | 1969/? [16:54<00:00,  1.94it/s]\nEpoch 0: |          | 1969/? [16:54<00:00,  1.94it/s]\nEpoch 0: |          | 1970/? [16:54<00:00,  1.94it/s]\nEpoch 0: |          | 1970/? [16:54<00:00,  1.94it/s]\nEpoch 0: |          | 1971/? [16:55<00:00,  1.94it/s]\nEpoch 0: |          | 1971/? [16:55<00:00,  1.94it/s]\nEpoch 0: |          | 1972/? [16:55<00:00,  1.94it/s]\nEpoch 0: |          | 1972/? [16:55<00:00,  1.94it/s]\nEpoch 0: |          | 1973/? [16:56<00:00,  1.94it/s]\nEpoch 0: |          | 1973/? [16:56<00:00,  1.94it/s]\nEpoch 0: |          | 1974/? [16:56<00:00,  1.94it/s]\nEpoch 0: |          | 1974/? [16:56<00:00,  1.94it/s]\nEpoch 0: |          | 1975/? [16:56<00:00,  1.94it/s]\nEpoch 0: |          | 1975/? [16:56<00:00,  1.94it/s]\nEpoch 0: |          | 1976/? [16:57<00:00,  1.94it/s]\nEpoch 0: |          | 1976/? [16:57<00:00,  1.94it/s]\nEpoch 0: |          | 1977/? [16:57<00:00,  1.94it/s]\nEpoch 0: |          | 1977/? [16:57<00:00,  1.94it/s]\nEpoch 0: |          | 1978/? [16:58<00:00,  1.94it/s]\nEpoch 0: |          | 1978/? [16:58<00:00,  1.94it/s]\nEpoch 0: |          | 1979/? [16:58<00:00,  1.94it/s]\nEpoch 0: |          | 1979/? [16:58<00:00,  1.94it/s]\nEpoch 0: |          | 1980/? [16:58<00:00,  1.94it/s]\nEpoch 0: |          | 1980/? [16:58<00:00,  1.94it/s]\nEpoch 0: |          | 1981/? [16:59<00:00,  1.94it/s]\nEpoch 0: |          | 1981/? [16:59<00:00,  1.94it/s]\nEpoch 0: |          | 1982/? [16:59<00:00,  1.94it/s]\nEpoch 0: |          | 1982/? [16:59<00:00,  1.94it/s]\nEpoch 0: |          | 1983/? [17:00<00:00,  1.94it/s]\nEpoch 0: |          | 1983/? [17:00<00:00,  1.94it/s]\nEpoch 0: |          | 1984/? [17:00<00:00,  1.94it/s]\nEpoch 0: |          | 1984/? [17:00<00:00,  1.94it/s]\nEpoch 0: |          | 1985/? [17:00<00:00,  1.94it/s]\nEpoch 0: |          | 1985/? [17:00<00:00,  1.94it/s]\nEpoch 0: |          | 1986/? [17:01<00:00,  1.94it/s]\nEpoch 0: |          | 1986/? [17:01<00:00,  1.94it/s]\nEpoch 0: |          | 1987/? [17:01<00:00,  1.94it/s]\nEpoch 0: |          | 1987/? [17:01<00:00,  1.94it/s]\nEpoch 0: |          | 1988/? [17:02<00:00,  1.94it/s]\nEpoch 0: |          | 1988/? [17:02<00:00,  1.94it/s]\nEpoch 0: |          | 1989/? [17:02<00:00,  1.95it/s]\nEpoch 0: |          | 1989/? [17:02<00:00,  1.95it/s]\nEpoch 0: |          | 1990/? [17:02<00:00,  1.95it/s]\nEpoch 0: |          | 1990/? [17:02<00:00,  1.95it/s]\nEpoch 0: |          | 1991/? [17:03<00:00,  1.95it/s]\nEpoch 0: |          | 1991/? [17:03<00:00,  1.95it/s]\nEpoch 0: |          | 1992/? [17:03<00:00,  1.95it/s]\nEpoch 0: |          | 1992/? [17:03<00:00,  1.95it/s]\nEpoch 0: |          | 1993/? [17:04<00:00,  1.95it/s]\nEpoch 0: |          | 1993/? [17:04<00:00,  1.95it/s]\nEpoch 0: |          | 1994/? [17:04<00:00,  1.95it/s]\nEpoch 0: |          | 1994/? [17:04<00:00,  1.95it/s]\nEpoch 0: |          | 1995/? [17:05<00:00,  1.95it/s]\nEpoch 0: |          | 1995/? [17:05<00:00,  1.95it/s]\nEpoch 0: |          | 1996/? [17:05<00:00,  1.95it/s]\nEpoch 0: |          | 1996/? [17:05<00:00,  1.95it/s]\nEpoch 0: |          | 1997/? [17:05<00:00,  1.95it/s]\nEpoch 0: |          | 1997/? [17:05<00:00,  1.95it/s]\nEpoch 0: |          | 1998/? [17:06<00:00,  1.95it/s]\nEpoch 0: |          | 1998/? [17:06<00:00,  1.95it/s]\nEpoch 0: |          | 1999/? [17:06<00:00,  1.95it/s]\nEpoch 0: |          | 1999/? [17:06<00:00,  1.95it/s]\nEpoch 0: |          | 2000/? [17:07<00:00,  1.95it/s]\nEpoch 0: |          | 2000/? [17:07<00:00,  1.95it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  4.46it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  4.39it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  4.43it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  4.50it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 2000/? [17:07<00:00,  1.95it/s]\nEpoch 0: |          | 2001/? [17:08<00:00,  1.95it/s]\nEpoch 0: |          | 2001/? [17:08<00:00,  1.95it/s]\nEpoch 0: |          | 2002/? [17:08<00:00,  1.95it/s]\nEpoch 0: |          | 2002/? [17:08<00:00,  1.95it/s]\nEpoch 0: |          | 2003/? [17:09<00:00,  1.95it/s]\nEpoch 0: |          | 2003/? [17:09<00:00,  1.95it/s]\nEpoch 0: |          | 2004/? [17:09<00:00,  1.95it/s]\nEpoch 0: |          | 2004/? [17:09<00:00,  1.95it/s]\nEpoch 0: |          | 2005/? [17:09<00:00,  1.95it/s]\nEpoch 0: |          | 2005/? [17:09<00:00,  1.95it/s]\nEpoch 0: |          | 2006/? [17:10<00:00,  1.95it/s]\nEpoch 0: |          | 2006/? [17:10<00:00,  1.95it/s]\nEpoch 0: |          | 2007/? [17:10<00:00,  1.95it/s]\nEpoch 0: |          | 2007/? [17:10<00:00,  1.95it/s]\nEpoch 0: |          | 2008/? [17:11<00:00,  1.95it/s]\nEpoch 0: |          | 2008/? [17:11<00:00,  1.95it/s]\nEpoch 0: |          | 2009/? [17:11<00:00,  1.95it/s]\nEpoch 0: |          | 2009/? [17:11<00:00,  1.95it/s]\nEpoch 0: |          | 2010/? [17:12<00:00,  1.95it/s]\nEpoch 0: |          | 2010/? [17:12<00:00,  1.95it/s]\nEpoch 0: |          | 2011/? [17:12<00:00,  1.95it/s]\nEpoch 0: |          | 2011/? [17:12<00:00,  1.95it/s]\nEpoch 0: |          | 2012/? [17:12<00:00,  1.95it/s]\nEpoch 0: |          | 2012/? [17:12<00:00,  1.95it/s]\nEpoch 0: |          | 2013/? [17:13<00:00,  1.95it/s]\nEpoch 0: |          | 2013/? [17:13<00:00,  1.95it/s]\nEpoch 0: |          | 2014/? [17:13<00:00,  1.95it/s]\nEpoch 0: |          | 2014/? [17:13<00:00,  1.95it/s]\nEpoch 0: |          | 2015/? [17:14<00:00,  1.95it/s]\nEpoch 0: |          | 2015/? [17:14<00:00,  1.95it/s]\nEpoch 0: |          | 2016/? [17:14<00:00,  1.95it/s]\nEpoch 0: |          | 2016/? [17:14<00:00,  1.95it/s]\nEpoch 0: |          | 2017/? [17:14<00:00,  1.95it/s]\nEpoch 0: |          | 2017/? [17:14<00:00,  1.95it/s]\nEpoch 0: |          | 2018/? [17:15<00:00,  1.95it/s]\nEpoch 0: |          | 2018/? [17:15<00:00,  1.95it/s]\nEpoch 0: |          | 2019/? [17:15<00:00,  1.95it/s]\nEpoch 0: |          | 2019/? [17:15<00:00,  1.95it/s]\nEpoch 0: |          | 2020/? [17:16<00:00,  1.95it/s]\nEpoch 0: |          | 2020/? [17:16<00:00,  1.95it/s]\nEpoch 0: |          | 2021/? [17:16<00:00,  1.95it/s]\nEpoch 0: |          | 2021/? [17:16<00:00,  1.95it/s]\nEpoch 0: |          | 2022/? [17:16<00:00,  1.95it/s]\nEpoch 0: |          | 2022/? [17:16<00:00,  1.95it/s]\nEpoch 0: |          | 2023/? [17:17<00:00,  1.95it/s]\nEpoch 0: |          | 2023/? [17:17<00:00,  1.95it/s]\nEpoch 0: |          | 2024/? [17:17<00:00,  1.95it/s]\nEpoch 0: |          | 2024/? [17:17<00:00,  1.95it/s]\nEpoch 0: |          | 2025/? [17:18<00:00,  1.95it/s]\nEpoch 0: |          | 2025/? [17:18<00:00,  1.95it/s]\nEpoch 0: |          | 2026/? [17:18<00:00,  1.95it/s]\nEpoch 0: |          | 2026/? [17:18<00:00,  1.95it/s]\nEpoch 0: |          | 2027/? [17:19<00:00,  1.95it/s]\nEpoch 0: |          | 2027/? [17:19<00:00,  1.95it/s]\nEpoch 0: |          | 2028/? [17:19<00:00,  1.95it/s]\nEpoch 0: |          | 2028/? [17:19<00:00,  1.95it/s]\nEpoch 0: |          | 2029/? [17:19<00:00,  1.95it/s]\nEpoch 0: |          | 2029/? [17:19<00:00,  1.95it/s]\nEpoch 0: |          | 2030/? [17:20<00:00,  1.95it/s]\nEpoch 0: |          | 2030/? [17:20<00:00,  1.95it/s]\nEpoch 0: |          | 2031/? [17:20<00:00,  1.95it/s]\nEpoch 0: |          | 2031/? [17:20<00:00,  1.95it/s]\nEpoch 0: |          | 2032/? [17:21<00:00,  1.95it/s]\nEpoch 0: |          | 2032/? [17:21<00:00,  1.95it/s]\nEpoch 0: |          | 2033/? [17:21<00:00,  1.95it/s]\nEpoch 0: |          | 2033/? [17:21<00:00,  1.95it/s]\nEpoch 0: |          | 2034/? [17:21<00:00,  1.95it/s]\nEpoch 0: |          | 2034/? [17:21<00:00,  1.95it/s]\nEpoch 0: |          | 2035/? [17:22<00:00,  1.95it/s]\nEpoch 0: |          | 2035/? [17:22<00:00,  1.95it/s]\nEpoch 0: |          | 2036/? [17:22<00:00,  1.95it/s]\nEpoch 0: |          | 2036/? [17:22<00:00,  1.95it/s]\nEpoch 0: |          | 2037/? [17:23<00:00,  1.95it/s]\nEpoch 0: |          | 2037/? [17:23<00:00,  1.95it/s]\nEpoch 0: |          | 2038/? [17:23<00:00,  1.95it/s]\nEpoch 0: |          | 2038/? [17:23<00:00,  1.95it/s]\nEpoch 0: |          | 2039/? [17:23<00:00,  1.95it/s]\nEpoch 0: |          | 2039/? [17:23<00:00,  1.95it/s]\nEpoch 0: |          | 2040/? [17:24<00:00,  1.95it/s]\nEpoch 0: |          | 2040/? [17:24<00:00,  1.95it/s]\nEpoch 0: |          | 2041/? [17:24<00:00,  1.95it/s]\nEpoch 0: |          | 2041/? [17:24<00:00,  1.95it/s]\nEpoch 0: |          | 2042/? [17:25<00:00,  1.95it/s]\nEpoch 0: |          | 2042/? [17:25<00:00,  1.95it/s]\nEpoch 0: |          | 2043/? [17:25<00:00,  1.95it/s]\nEpoch 0: |          | 2043/? [17:25<00:00,  1.95it/s]\nEpoch 0: |          | 2044/? [17:25<00:00,  1.95it/s]\nEpoch 0: |          | 2044/? [17:25<00:00,  1.95it/s]\nEpoch 0: |          | 2045/? [17:26<00:00,  1.95it/s]\nEpoch 0: |          | 2045/? [17:26<00:00,  1.95it/s]\nEpoch 0: |          | 2046/? [17:26<00:00,  1.95it/s]\nEpoch 0: |          | 2046/? [17:26<00:00,  1.95it/s]\nEpoch 0: |          | 2047/? [17:27<00:00,  1.95it/s]\nEpoch 0: |          | 2047/? [17:27<00:00,  1.95it/s]\nEpoch 0: |          | 2048/? [17:27<00:00,  1.96it/s]\nEpoch 0: |          | 2048/? [17:27<00:00,  1.96it/s]\nEpoch 0: |          | 2049/? [17:27<00:00,  1.96it/s]\nEpoch 0: |          | 2049/? [17:27<00:00,  1.96it/s]\nEpoch 0: |          | 2050/? [17:28<00:00,  1.96it/s]\nEpoch 0: |          | 2050/? [17:28<00:00,  1.96it/s]\nEpoch 0: |          | 2051/? [17:28<00:00,  1.96it/s]\nEpoch 0: |          | 2051/? [17:28<00:00,  1.96it/s]\nEpoch 0: |          | 2052/? [17:29<00:00,  1.96it/s]\nEpoch 0: |          | 2052/? [17:29<00:00,  1.96it/s]\nEpoch 0: |          | 2053/? [17:29<00:00,  1.96it/s]\nEpoch 0: |          | 2053/? [17:29<00:00,  1.96it/s]\nEpoch 0: |          | 2054/? [17:29<00:00,  1.96it/s]\nEpoch 0: |          | 2054/? [17:29<00:00,  1.96it/s]\nEpoch 0: |          | 2055/? [17:30<00:00,  1.96it/s]\nEpoch 0: |          | 2055/? [17:30<00:00,  1.96it/s]\nEpoch 0: |          | 2056/? [17:30<00:00,  1.96it/s]\nEpoch 0: |          | 2056/? [17:30<00:00,  1.96it/s]\nEpoch 0: |          | 2057/? [17:31<00:00,  1.96it/s]\nEpoch 0: |          | 2057/? [17:31<00:00,  1.96it/s]\nEpoch 0: |          | 2058/? [17:31<00:00,  1.96it/s]\nEpoch 0: |          | 2058/? [17:31<00:00,  1.96it/s]\nEpoch 0: |          | 2059/? [17:31<00:00,  1.96it/s]\nEpoch 0: |          | 2059/? [17:31<00:00,  1.96it/s]\nEpoch 0: |          | 2060/? [17:32<00:00,  1.96it/s]\nEpoch 0: |          | 2060/? [17:32<00:00,  1.96it/s]\nEpoch 0: |          | 2061/? [17:32<00:00,  1.96it/s]\nEpoch 0: |          | 2061/? [17:32<00:00,  1.96it/s]\nEpoch 0: |          | 2062/? [17:33<00:00,  1.96it/s]\nEpoch 0: |          | 2062/? [17:33<00:00,  1.96it/s]\nEpoch 0: |          | 2063/? [17:33<00:00,  1.96it/s]\nEpoch 0: |          | 2063/? [17:33<00:00,  1.96it/s]\nEpoch 0: |          | 2064/? [17:34<00:00,  1.96it/s]\nEpoch 0: |          | 2064/? [17:34<00:00,  1.96it/s]\nEpoch 0: |          | 2065/? [17:34<00:00,  1.96it/s]\nEpoch 0: |          | 2065/? [17:34<00:00,  1.96it/s]\nEpoch 0: |          | 2066/? [17:34<00:00,  1.96it/s]\nEpoch 0: |          | 2066/? [17:34<00:00,  1.96it/s]\nEpoch 0: |          | 2067/? [17:35<00:00,  1.96it/s]\nEpoch 0: |          | 2067/? [17:35<00:00,  1.96it/s]\nEpoch 0: |          | 2068/? [17:35<00:00,  1.96it/s]\nEpoch 0: |          | 2068/? [17:35<00:00,  1.96it/s]\nEpoch 0: |          | 2069/? [17:36<00:00,  1.96it/s]\nEpoch 0: |          | 2069/? [17:36<00:00,  1.96it/s]\nEpoch 0: |          | 2070/? [17:36<00:00,  1.96it/s]\nEpoch 0: |          | 2070/? [17:36<00:00,  1.96it/s]\nEpoch 0: |          | 2071/? [17:36<00:00,  1.96it/s]\nEpoch 0: |          | 2071/? [17:36<00:00,  1.96it/s]\nEpoch 0: |          | 2072/? [17:37<00:00,  1.96it/s]\nEpoch 0: |          | 2072/? [17:37<00:00,  1.96it/s]\nEpoch 0: |          | 2073/? [17:37<00:00,  1.96it/s]\nEpoch 0: |          | 2073/? [17:37<00:00,  1.96it/s]\nEpoch 0: |          | 2074/? [17:38<00:00,  1.96it/s]\nEpoch 0: |          | 2074/? [17:38<00:00,  1.96it/s]\nEpoch 0: |          | 2075/? [17:38<00:00,  1.96it/s]\nEpoch 0: |          | 2075/? [17:38<00:00,  1.96it/s]\nEpoch 0: |          | 2076/? [17:38<00:00,  1.96it/s]\nEpoch 0: |          | 2076/? [17:38<00:00,  1.96it/s]\nEpoch 0: |          | 2077/? [17:39<00:00,  1.96it/s]\nEpoch 0: |          | 2077/? [17:39<00:00,  1.96it/s]\nEpoch 0: |          | 2078/? [17:39<00:00,  1.96it/s]\nEpoch 0: |          | 2078/? [17:39<00:00,  1.96it/s]\nEpoch 0: |          | 2079/? [17:40<00:00,  1.96it/s]\nEpoch 0: |          | 2079/? [17:40<00:00,  1.96it/s]\nEpoch 0: |          | 2080/? [17:40<00:00,  1.96it/s]\nEpoch 0: |          | 2080/? [17:40<00:00,  1.96it/s]\nEpoch 0: |          | 2081/? [17:40<00:00,  1.96it/s]\nEpoch 0: |          | 2081/? [17:40<00:00,  1.96it/s]\nEpoch 0: |          | 2082/? [17:41<00:00,  1.96it/s]\nEpoch 0: |          | 2082/? [17:41<00:00,  1.96it/s]\nEpoch 0: |          | 2083/? [17:41<00:00,  1.96it/s]\nEpoch 0: |          | 2083/? [17:41<00:00,  1.96it/s]\nEpoch 0: |          | 2084/? [17:42<00:00,  1.96it/s]\nEpoch 0: |          | 2084/? [17:42<00:00,  1.96it/s]\nEpoch 0: |          | 2085/? [17:42<00:00,  1.96it/s]\nEpoch 0: |          | 2085/? [17:42<00:00,  1.96it/s]\nEpoch 0: |          | 2086/? [17:42<00:00,  1.96it/s]\nEpoch 0: |          | 2086/? [17:42<00:00,  1.96it/s]\nEpoch 0: |          | 2087/? [17:43<00:00,  1.96it/s]\nEpoch 0: |          | 2087/? [17:43<00:00,  1.96it/s]\nEpoch 0: |          | 2088/? [17:43<00:00,  1.96it/s]\nEpoch 0: |          | 2088/? [17:43<00:00,  1.96it/s]\nEpoch 0: |          | 2089/? [17:44<00:00,  1.96it/s]\nEpoch 0: |          | 2089/? [17:44<00:00,  1.96it/s]\nEpoch 0: |          | 2090/? [17:44<00:00,  1.96it/s]\nEpoch 0: |          | 2090/? [17:44<00:00,  1.96it/s]\nEpoch 0: |          | 2091/? [17:44<00:00,  1.96it/s]\nEpoch 0: |          | 2091/? [17:44<00:00,  1.96it/s]\nEpoch 0: |          | 2092/? [17:45<00:00,  1.96it/s]\nEpoch 0: |          | 2092/? [17:45<00:00,  1.96it/s]\nEpoch 0: |          | 2093/? [17:45<00:00,  1.96it/s]\nEpoch 0: |          | 2093/? [17:45<00:00,  1.96it/s]\nEpoch 0: |          | 2094/? [17:46<00:00,  1.96it/s]\nEpoch 0: |          | 2094/? [17:46<00:00,  1.96it/s]\nEpoch 0: |          | 2095/? [17:46<00:00,  1.96it/s]\nEpoch 0: |          | 2095/? [17:46<00:00,  1.96it/s]\nEpoch 0: |          | 2096/? [17:46<00:00,  1.96it/s]\nEpoch 0: |          | 2096/? [17:46<00:00,  1.96it/s]\nEpoch 0: |          | 2097/? [17:47<00:00,  1.96it/s]\nEpoch 0: |          | 2097/? [17:47<00:00,  1.96it/s]\nEpoch 0: |          | 2098/? [17:47<00:00,  1.96it/s]\nEpoch 0: |          | 2098/? [17:47<00:00,  1.96it/s]\nEpoch 0: |          | 2099/? [17:48<00:00,  1.97it/s]\nEpoch 0: |          | 2099/? [17:48<00:00,  1.97it/s]\nEpoch 0: |          | 2100/? [17:48<00:00,  1.97it/s]\nEpoch 0: |          | 2100/? [17:48<00:00,  1.97it/s]\nEpoch 0: |          | 2101/? [17:48<00:00,  1.97it/s]\nEpoch 0: |          | 2101/? [17:48<00:00,  1.97it/s]\nEpoch 0: |          | 2102/? [17:49<00:00,  1.97it/s]\nEpoch 0: |          | 2102/? [17:49<00:00,  1.97it/s]\nEpoch 0: |          | 2103/? [17:49<00:00,  1.97it/s]\nEpoch 0: |          | 2103/? [17:49<00:00,  1.97it/s]\nEpoch 0: |          | 2104/? [17:50<00:00,  1.97it/s]\nEpoch 0: |          | 2104/? [17:50<00:00,  1.97it/s]\nEpoch 0: |          | 2105/? [17:50<00:00,  1.97it/s]\nEpoch 0: |          | 2105/? [17:50<00:00,  1.97it/s]\nEpoch 0: |          | 2106/? [17:50<00:00,  1.97it/s]\nEpoch 0: |          | 2106/? [17:50<00:00,  1.97it/s]\nEpoch 0: |          | 2107/? [17:51<00:00,  1.97it/s]\nEpoch 0: |          | 2107/? [17:51<00:00,  1.97it/s]\nEpoch 0: |          | 2108/? [17:51<00:00,  1.97it/s]\nEpoch 0: |          | 2108/? [17:51<00:00,  1.97it/s]\nEpoch 0: |          | 2109/? [17:52<00:00,  1.97it/s]\nEpoch 0: |          | 2109/? [17:52<00:00,  1.97it/s]\nEpoch 0: |          | 2110/? [17:52<00:00,  1.97it/s]\nEpoch 0: |          | 2110/? [17:52<00:00,  1.97it/s]\nEpoch 0: |          | 2111/? [17:53<00:00,  1.97it/s]\nEpoch 0: |          | 2111/? [17:53<00:00,  1.97it/s]\nEpoch 0: |          | 2112/? [17:53<00:00,  1.97it/s]\nEpoch 0: |          | 2112/? [17:53<00:00,  1.97it/s]\nEpoch 0: |          | 2113/? [17:53<00:00,  1.97it/s]\nEpoch 0: |          | 2113/? [17:53<00:00,  1.97it/s]\nEpoch 0: |          | 2114/? [17:54<00:00,  1.97it/s]\nEpoch 0: |          | 2114/? [17:54<00:00,  1.97it/s]\nEpoch 0: |          | 2115/? [17:54<00:00,  1.97it/s]\nEpoch 0: |          | 2115/? [17:54<00:00,  1.97it/s]\nEpoch 0: |          | 2116/? [17:55<00:00,  1.97it/s]\nEpoch 0: |          | 2116/? [17:55<00:00,  1.97it/s]\nEpoch 0: |          | 2117/? [17:55<00:00,  1.97it/s]\nEpoch 0: |          | 2117/? [17:55<00:00,  1.97it/s]\nEpoch 0: |          | 2118/? [17:55<00:00,  1.97it/s]\nEpoch 0: |          | 2118/? [17:55<00:00,  1.97it/s]\nEpoch 0: |          | 2119/? [17:56<00:00,  1.97it/s]\nEpoch 0: |          | 2119/? [17:56<00:00,  1.97it/s]\nEpoch 0: |          | 2120/? [17:56<00:00,  1.97it/s]\nEpoch 0: |          | 2120/? [17:56<00:00,  1.97it/s]\nEpoch 0: |          | 2121/? [17:57<00:00,  1.97it/s]\nEpoch 0: |          | 2121/? [17:57<00:00,  1.97it/s]\nEpoch 0: |          | 2122/? [17:57<00:00,  1.97it/s]\nEpoch 0: |          | 2122/? [17:57<00:00,  1.97it/s]\nEpoch 0: |          | 2123/? [17:57<00:00,  1.97it/s]\nEpoch 0: |          | 2123/? [17:57<00:00,  1.97it/s]\nEpoch 0: |          | 2124/? [17:58<00:00,  1.97it/s]\nEpoch 0: |          | 2124/? [17:58<00:00,  1.97it/s]\nEpoch 0: |          | 2125/? [17:58<00:00,  1.97it/s]\nEpoch 0: |          | 2125/? [17:58<00:00,  1.97it/s]\nEpoch 0: |          | 2126/? [17:59<00:00,  1.97it/s]\nEpoch 0: |          | 2126/? [17:59<00:00,  1.97it/s]\nEpoch 0: |          | 2127/? [17:59<00:00,  1.97it/s]\nEpoch 0: |          | 2127/? [17:59<00:00,  1.97it/s]\nEpoch 0: |          | 2128/? [17:59<00:00,  1.97it/s]\nEpoch 0: |          | 2128/? [17:59<00:00,  1.97it/s]\nEpoch 0: |          | 2129/? [18:00<00:00,  1.97it/s]\nEpoch 0: |          | 2129/? [18:00<00:00,  1.97it/s]\nEpoch 0: |          | 2130/? [18:00<00:00,  1.97it/s]\nEpoch 0: |          | 2130/? [18:00<00:00,  1.97it/s]\nEpoch 0: |          | 2131/? [18:01<00:00,  1.97it/s]\nEpoch 0: |          | 2131/? [18:01<00:00,  1.97it/s]\nEpoch 0: |          | 2132/? [18:01<00:00,  1.97it/s]\nEpoch 0: |          | 2132/? [18:01<00:00,  1.97it/s]\nEpoch 0: |          | 2133/? [18:01<00:00,  1.97it/s]\nEpoch 0: |          | 2133/? [18:01<00:00,  1.97it/s]\nEpoch 0: |          | 2134/? [18:02<00:00,  1.97it/s]\nEpoch 0: |          | 2134/? [18:02<00:00,  1.97it/s]\nEpoch 0: |          | 2135/? [18:02<00:00,  1.97it/s]\nEpoch 0: |          | 2135/? [18:02<00:00,  1.97it/s]\nEpoch 0: |          | 2136/? [18:03<00:00,  1.97it/s]\nEpoch 0: |          | 2136/? [18:03<00:00,  1.97it/s]\nEpoch 0: |          | 2137/? [18:03<00:00,  1.97it/s]\nEpoch 0: |          | 2137/? [18:03<00:00,  1.97it/s]\nEpoch 0: |          | 2138/? [18:03<00:00,  1.97it/s]\nEpoch 0: |          | 2138/? [18:03<00:00,  1.97it/s]\nEpoch 0: |          | 2139/? [18:04<00:00,  1.97it/s]\nEpoch 0: |          | 2139/? [18:04<00:00,  1.97it/s]\nEpoch 0: |          | 2140/? [18:04<00:00,  1.97it/s]\nEpoch 0: |          | 2140/? [18:04<00:00,  1.97it/s]\nEpoch 0: |          | 2141/? [18:05<00:00,  1.97it/s]\nEpoch 0: |          | 2141/? [18:05<00:00,  1.97it/s]\nEpoch 0: |          | 2142/? [18:05<00:00,  1.97it/s]\nEpoch 0: |          | 2142/? [18:05<00:00,  1.97it/s]\nEpoch 0: |          | 2143/? [18:05<00:00,  1.97it/s]\nEpoch 0: |          | 2143/? [18:05<00:00,  1.97it/s]\nEpoch 0: |          | 2144/? [18:06<00:00,  1.97it/s]\nEpoch 0: |          | 2144/? [18:06<00:00,  1.97it/s]\nEpoch 0: |          | 2145/? [18:06<00:00,  1.97it/s]\nEpoch 0: |          | 2145/? [18:06<00:00,  1.97it/s]\nEpoch 0: |          | 2146/? [18:07<00:00,  1.97it/s]\nEpoch 0: |          | 2146/? [18:07<00:00,  1.97it/s]\nEpoch 0: |          | 2147/? [18:07<00:00,  1.97it/s]\nEpoch 0: |          | 2147/? [18:07<00:00,  1.97it/s]\nEpoch 0: |          | 2148/? [18:07<00:00,  1.97it/s]\nEpoch 0: |          | 2148/? [18:07<00:00,  1.97it/s]\nEpoch 0: |          | 2149/? [18:08<00:00,  1.97it/s]\nEpoch 0: |          | 2149/? [18:08<00:00,  1.97it/s]\nEpoch 0: |          | 2150/? [18:08<00:00,  1.97it/s]\nEpoch 0: |          | 2150/? [18:08<00:00,  1.97it/s]\nEpoch 0: |          | 2151/? [18:09<00:00,  1.97it/s]\nEpoch 0: |          | 2151/? [18:09<00:00,  1.97it/s]\nEpoch 0: |          | 2152/? [18:09<00:00,  1.98it/s]\nEpoch 0: |          | 2152/? [18:09<00:00,  1.98it/s]\nEpoch 0: |          | 2153/? [18:09<00:00,  1.98it/s]\nEpoch 0: |          | 2153/? [18:09<00:00,  1.98it/s]\nEpoch 0: |          | 2154/? [18:10<00:00,  1.98it/s]\nEpoch 0: |          | 2154/? [18:10<00:00,  1.98it/s]\nEpoch 0: |          | 2155/? [18:10<00:00,  1.98it/s]\nEpoch 0: |          | 2155/? [18:10<00:00,  1.98it/s]\nEpoch 0: |          | 2156/? [18:11<00:00,  1.98it/s]\nEpoch 0: |          | 2156/? [18:11<00:00,  1.98it/s]\nEpoch 0: |          | 2157/? [18:11<00:00,  1.98it/s]\nEpoch 0: |          | 2157/? [18:11<00:00,  1.98it/s]\nEpoch 0: |          | 2158/? [18:11<00:00,  1.98it/s]\nEpoch 0: |          | 2158/? [18:11<00:00,  1.98it/s]\nEpoch 0: |          | 2159/? [18:12<00:00,  1.98it/s]\nEpoch 0: |          | 2159/? [18:12<00:00,  1.98it/s]\nEpoch 0: |          | 2160/? [18:12<00:00,  1.98it/s]\nEpoch 0: |          | 2160/? [18:12<00:00,  1.98it/s]\nEpoch 0: |          | 2161/? [18:13<00:00,  1.98it/s]\nEpoch 0: |          | 2161/? [18:13<00:00,  1.98it/s]\nEpoch 0: |          | 2162/? [18:13<00:00,  1.98it/s]\nEpoch 0: |          | 2162/? [18:13<00:00,  1.98it/s]\nEpoch 0: |          | 2163/? [18:13<00:00,  1.98it/s]\nEpoch 0: |          | 2163/? [18:13<00:00,  1.98it/s]\nEpoch 0: |          | 2164/? [18:14<00:00,  1.98it/s]\nEpoch 0: |          | 2164/? [18:14<00:00,  1.98it/s]\nEpoch 0: |          | 2165/? [18:14<00:00,  1.98it/s]\nEpoch 0: |          | 2165/? [18:14<00:00,  1.98it/s]\nEpoch 0: |          | 2166/? [18:15<00:00,  1.98it/s]\nEpoch 0: |          | 2166/? [18:15<00:00,  1.98it/s]\nEpoch 0: |          | 2167/? [18:15<00:00,  1.98it/s]\nEpoch 0: |          | 2167/? [18:15<00:00,  1.98it/s]\nEpoch 0: |          | 2168/? [18:15<00:00,  1.98it/s]\nEpoch 0: |          | 2168/? [18:15<00:00,  1.98it/s]\nEpoch 0: |          | 2169/? [18:16<00:00,  1.98it/s]\nEpoch 0: |          | 2169/? [18:16<00:00,  1.98it/s]\nEpoch 0: |          | 2170/? [18:16<00:00,  1.98it/s]\nEpoch 0: |          | 2170/? [18:16<00:00,  1.98it/s]\nEpoch 0: |          | 2171/? [18:17<00:00,  1.98it/s]\nEpoch 0: |          | 2171/? [18:17<00:00,  1.98it/s]\nEpoch 0: |          | 2172/? [18:17<00:00,  1.98it/s]\nEpoch 0: |          | 2172/? [18:17<00:00,  1.98it/s]\nEpoch 0: |          | 2173/? [18:17<00:00,  1.98it/s]\nEpoch 0: |          | 2173/? [18:17<00:00,  1.98it/s]\nEpoch 0: |          | 2174/? [18:18<00:00,  1.98it/s]\nEpoch 0: |          | 2174/? [18:18<00:00,  1.98it/s]\nEpoch 0: |          | 2175/? [18:18<00:00,  1.98it/s]\nEpoch 0: |          | 2175/? [18:18<00:00,  1.98it/s]\nEpoch 0: |          | 2176/? [18:19<00:00,  1.98it/s]\nEpoch 0: |          | 2176/? [18:19<00:00,  1.98it/s]\nEpoch 0: |          | 2177/? [18:19<00:00,  1.98it/s]\nEpoch 0: |          | 2177/? [18:19<00:00,  1.98it/s]\nEpoch 0: |          | 2178/? [18:19<00:00,  1.98it/s]\nEpoch 0: |          | 2178/? [18:19<00:00,  1.98it/s]\nEpoch 0: |          | 2179/? [18:20<00:00,  1.98it/s]\nEpoch 0: |          | 2179/? [18:20<00:00,  1.98it/s]\nEpoch 0: |          | 2180/? [18:20<00:00,  1.98it/s]\nEpoch 0: |          | 2180/? [18:20<00:00,  1.98it/s]\nEpoch 0: |          | 2181/? [18:21<00:00,  1.98it/s]\nEpoch 0: |          | 2181/? [18:21<00:00,  1.98it/s]\nEpoch 0: |          | 2182/? [18:21<00:00,  1.98it/s]\nEpoch 0: |          | 2182/? [18:21<00:00,  1.98it/s]\nEpoch 0: |          | 2183/? [18:21<00:00,  1.98it/s]\nEpoch 0: |          | 2183/? [18:21<00:00,  1.98it/s]\nEpoch 0: |          | 2184/? [18:22<00:00,  1.98it/s]\nEpoch 0: |          | 2184/? [18:22<00:00,  1.98it/s]\nEpoch 0: |          | 2185/? [18:22<00:00,  1.98it/s]\nEpoch 0: |          | 2185/? [18:22<00:00,  1.98it/s]\nEpoch 0: |          | 2186/? [18:23<00:00,  1.98it/s]\nEpoch 0: |          | 2186/? [18:23<00:00,  1.98it/s]\nEpoch 0: |          | 2187/? [18:23<00:00,  1.98it/s]\nEpoch 0: |          | 2187/? [18:23<00:00,  1.98it/s]\nEpoch 0: |          | 2188/? [18:23<00:00,  1.98it/s]\nEpoch 0: |          | 2188/? [18:23<00:00,  1.98it/s]\nEpoch 0: |          | 2189/? [18:24<00:00,  1.98it/s]\nEpoch 0: |          | 2189/? [18:24<00:00,  1.98it/s]\nEpoch 0: |          | 2190/? [18:24<00:00,  1.98it/s]\nEpoch 0: |          | 2190/? [18:24<00:00,  1.98it/s]\nEpoch 0: |          | 2191/? [18:25<00:00,  1.98it/s]\nEpoch 0: |          | 2191/? [18:25<00:00,  1.98it/s]\nEpoch 0: |          | 2192/? [18:25<00:00,  1.98it/s]\nEpoch 0: |          | 2192/? [18:25<00:00,  1.98it/s]\nEpoch 0: |          | 2193/? [18:25<00:00,  1.98it/s]\nEpoch 0: |          | 2193/? [18:25<00:00,  1.98it/s]\nEpoch 0: |          | 2194/? [18:26<00:00,  1.98it/s]\nEpoch 0: |          | 2194/? [18:26<00:00,  1.98it/s]\nEpoch 0: |          | 2195/? [18:26<00:00,  1.98it/s]\nEpoch 0: |          | 2195/? [18:26<00:00,  1.98it/s]\nEpoch 0: |          | 2196/? [18:27<00:00,  1.98it/s]\nEpoch 0: |          | 2196/? [18:27<00:00,  1.98it/s]\nEpoch 0: |          | 2197/? [18:27<00:00,  1.98it/s]\nEpoch 0: |          | 2197/? [18:27<00:00,  1.98it/s]\nEpoch 0: |          | 2198/? [18:27<00:00,  1.98it/s]\nEpoch 0: |          | 2198/? [18:27<00:00,  1.98it/s]\nEpoch 0: |          | 2199/? [18:28<00:00,  1.98it/s]\nEpoch 0: |          | 2199/? [18:28<00:00,  1.98it/s]\nEpoch 0: |          | 2200/? [18:28<00:00,  1.98it/s]\nEpoch 0: |          | 2200/? [18:28<00:00,  1.98it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  5.12it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  5.14it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  5.15it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  5.20it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 2200/? [18:29<00:00,  1.98it/s]\nEpoch 0: |          | 2201/? [18:29<00:00,  1.98it/s]\nEpoch 0: |          | 2201/? [18:29<00:00,  1.98it/s]\nEpoch 0: |          | 2202/? [18:30<00:00,  1.98it/s]\nEpoch 0: |          | 2202/? [18:30<00:00,  1.98it/s]\nEpoch 0: |          | 2203/? [18:30<00:00,  1.98it/s]\nEpoch 0: |          | 2203/? [18:30<00:00,  1.98it/s]\nEpoch 0: |          | 2204/? [18:31<00:00,  1.98it/s]\nEpoch 0: |          | 2204/? [18:31<00:00,  1.98it/s]\nEpoch 0: |          | 2205/? [18:31<00:00,  1.98it/s]\nEpoch 0: |          | 2205/? [18:31<00:00,  1.98it/s]\nEpoch 0: |          | 2206/? [18:31<00:00,  1.98it/s]\nEpoch 0: |          | 2206/? [18:31<00:00,  1.98it/s]\nEpoch 0: |          | 2207/? [18:32<00:00,  1.98it/s]\nEpoch 0: |          | 2207/? [18:32<00:00,  1.98it/s]\nEpoch 0: |          | 2208/? [18:32<00:00,  1.98it/s]\nEpoch 0: |          | 2208/? [18:32<00:00,  1.98it/s]\nEpoch 0: |          | 2209/? [18:33<00:00,  1.98it/s]\nEpoch 0: |          | 2209/? [18:33<00:00,  1.98it/s]\nEpoch 0: |          | 2210/? [18:33<00:00,  1.98it/s]\nEpoch 0: |          | 2210/? [18:33<00:00,  1.98it/s]\nEpoch 0: |          | 2211/? [18:33<00:00,  1.98it/s]\nEpoch 0: |          | 2211/? [18:33<00:00,  1.98it/s]\nEpoch 0: |          | 2212/? [18:34<00:00,  1.98it/s]\nEpoch 0: |          | 2212/? [18:34<00:00,  1.98it/s]\nEpoch 0: |          | 2213/? [18:34<00:00,  1.99it/s]\nEpoch 0: |          | 2213/? [18:34<00:00,  1.99it/s]\nEpoch 0: |          | 2214/? [18:35<00:00,  1.99it/s]\nEpoch 0: |          | 2214/? [18:35<00:00,  1.99it/s]\nEpoch 0: |          | 2215/? [18:35<00:00,  1.99it/s]\nEpoch 0: |          | 2215/? [18:35<00:00,  1.99it/s]\nEpoch 0: |          | 2216/? [18:35<00:00,  1.99it/s]\nEpoch 0: |          | 2216/? [18:35<00:00,  1.99it/s]\nEpoch 0: |          | 2217/? [18:36<00:00,  1.99it/s]\nEpoch 0: |          | 2217/? [18:36<00:00,  1.99it/s]\nEpoch 0: |          | 2218/? [18:36<00:00,  1.99it/s]\nEpoch 0: |          | 2218/? [18:36<00:00,  1.99it/s]\nEpoch 0: |          | 2219/? [18:37<00:00,  1.99it/s]\nEpoch 0: |          | 2219/? [18:37<00:00,  1.99it/s]\nEpoch 0: |          | 2220/? [18:37<00:00,  1.99it/s]\nEpoch 0: |          | 2220/? [18:37<00:00,  1.99it/s]\nEpoch 0: |          | 2221/? [18:37<00:00,  1.99it/s]\nEpoch 0: |          | 2221/? [18:37<00:00,  1.99it/s]\nEpoch 0: |          | 2222/? [18:38<00:00,  1.99it/s]\nEpoch 0: |          | 2222/? [18:38<00:00,  1.99it/s]\nEpoch 0: |          | 2223/? [18:38<00:00,  1.99it/s]\nEpoch 0: |          | 2223/? [18:38<00:00,  1.99it/s]\nEpoch 0: |          | 2224/? [18:39<00:00,  1.99it/s]\nEpoch 0: |          | 2224/? [18:39<00:00,  1.99it/s]\nEpoch 0: |          | 2225/? [18:39<00:00,  1.99it/s]\nEpoch 0: |          | 2225/? [18:39<00:00,  1.99it/s]\nEpoch 0: |          | 2226/? [18:39<00:00,  1.99it/s]\nEpoch 0: |          | 2226/? [18:39<00:00,  1.99it/s]\nEpoch 0: |          | 2227/? [18:40<00:00,  1.99it/s]\nEpoch 0: |          | 2227/? [18:40<00:00,  1.99it/s]\nEpoch 0: |          | 2228/? [18:40<00:00,  1.99it/s]\nEpoch 0: |          | 2228/? [18:40<00:00,  1.99it/s]\nEpoch 0: |          | 2229/? [18:41<00:00,  1.99it/s]\nEpoch 0: |          | 2229/? [18:41<00:00,  1.99it/s]\nEpoch 0: |          | 2230/? [18:41<00:00,  1.99it/s]\nEpoch 0: |          | 2230/? [18:41<00:00,  1.99it/s]\nEpoch 0: |          | 2231/? [18:41<00:00,  1.99it/s]\nEpoch 0: |          | 2231/? [18:41<00:00,  1.99it/s]\nEpoch 0: |          | 2232/? [18:42<00:00,  1.99it/s]\nEpoch 0: |          | 2232/? [18:42<00:00,  1.99it/s]\nEpoch 0: |          | 2233/? [18:42<00:00,  1.99it/s]\nEpoch 0: |          | 2233/? [18:42<00:00,  1.99it/s]\nEpoch 0: |          | 2234/? [18:43<00:00,  1.99it/s]\nEpoch 0: |          | 2234/? [18:43<00:00,  1.99it/s]\nEpoch 0: |          | 2235/? [18:43<00:00,  1.99it/s]\nEpoch 0: |          | 2235/? [18:43<00:00,  1.99it/s]\nEpoch 0: |          | 2236/? [18:43<00:00,  1.99it/s]\nEpoch 0: |          | 2236/? [18:43<00:00,  1.99it/s]\nEpoch 0: |          | 2237/? [18:44<00:00,  1.99it/s]\nEpoch 0: |          | 2237/? [18:44<00:00,  1.99it/s]\nEpoch 0: |          | 2238/? [18:44<00:00,  1.99it/s]\nEpoch 0: |          | 2238/? [18:44<00:00,  1.99it/s]\nEpoch 0: |          | 2239/? [18:45<00:00,  1.99it/s]\nEpoch 0: |          | 2239/? [18:45<00:00,  1.99it/s]\nEpoch 0: |          | 2240/? [18:45<00:00,  1.99it/s]\nEpoch 0: |          | 2240/? [18:45<00:00,  1.99it/s]\nEpoch 0: |          | 2241/? [18:45<00:00,  1.99it/s]\nEpoch 0: |          | 2241/? [18:45<00:00,  1.99it/s]\nEpoch 0: |          | 2242/? [18:46<00:00,  1.99it/s]\nEpoch 0: |          | 2242/? [18:46<00:00,  1.99it/s]\nEpoch 0: |          | 2243/? [18:46<00:00,  1.99it/s]\nEpoch 0: |          | 2243/? [18:46<00:00,  1.99it/s]\nEpoch 0: |          | 2244/? [18:47<00:00,  1.99it/s]\nEpoch 0: |          | 2244/? [18:47<00:00,  1.99it/s]\nEpoch 0: |          | 2245/? [18:47<00:00,  1.99it/s]\nEpoch 0: |          | 2245/? [18:47<00:00,  1.99it/s]\nEpoch 0: |          | 2246/? [18:47<00:00,  1.99it/s]\nEpoch 0: |          | 2246/? [18:47<00:00,  1.99it/s]\nEpoch 0: |          | 2247/? [18:48<00:00,  1.99it/s]\nEpoch 0: |          | 2247/? [18:48<00:00,  1.99it/s]\nEpoch 0: |          | 2248/? [18:48<00:00,  1.99it/s]\nEpoch 0: |          | 2248/? [18:48<00:00,  1.99it/s]\nEpoch 0: |          | 2249/? [18:49<00:00,  1.99it/s]\nEpoch 0: |          | 2249/? [18:49<00:00,  1.99it/s]\nEpoch 0: |          | 2250/? [18:49<00:00,  1.99it/s]\nEpoch 0: |          | 2250/? [18:49<00:00,  1.99it/s]\nEpoch 0: |          | 2251/? [18:49<00:00,  1.99it/s]\nEpoch 0: |          | 2251/? [18:49<00:00,  1.99it/s]\nEpoch 0: |          | 2252/? [18:50<00:00,  1.99it/s]\nEpoch 0: |          | 2252/? [18:50<00:00,  1.99it/s]\nEpoch 0: |          | 2253/? [18:50<00:00,  1.99it/s]\nEpoch 0: |          | 2253/? [18:50<00:00,  1.99it/s]\nEpoch 0: |          | 2254/? [18:51<00:00,  1.99it/s]\nEpoch 0: |          | 2254/? [18:51<00:00,  1.99it/s]\nEpoch 0: |          | 2255/? [18:51<00:00,  1.99it/s]\nEpoch 0: |          | 2255/? [18:51<00:00,  1.99it/s]\nEpoch 0: |          | 2256/? [18:51<00:00,  1.99it/s]\nEpoch 0: |          | 2256/? [18:51<00:00,  1.99it/s]\nEpoch 0: |          | 2257/? [18:52<00:00,  1.99it/s]\nEpoch 0: |          | 2257/? [18:52<00:00,  1.99it/s]\nEpoch 0: |          | 2258/? [18:52<00:00,  1.99it/s]\nEpoch 0: |          | 2258/? [18:52<00:00,  1.99it/s]\nEpoch 0: |          | 2259/? [18:53<00:00,  1.99it/s]\nEpoch 0: |          | 2259/? [18:53<00:00,  1.99it/s]\nEpoch 0: |          | 2260/? [18:53<00:00,  1.99it/s]\nEpoch 0: |          | 2260/? [18:53<00:00,  1.99it/s]\nEpoch 0: |          | 2261/? [18:53<00:00,  1.99it/s]\nEpoch 0: |          | 2261/? [18:53<00:00,  1.99it/s]\nEpoch 0: |          | 2262/? [18:54<00:00,  1.99it/s]\nEpoch 0: |          | 2262/? [18:54<00:00,  1.99it/s]\nEpoch 0: |          | 2263/? [18:54<00:00,  1.99it/s]\nEpoch 0: |          | 2263/? [18:54<00:00,  1.99it/s]\nEpoch 0: |          | 2264/? [18:55<00:00,  1.99it/s]\nEpoch 0: |          | 2264/? [18:55<00:00,  1.99it/s]\nEpoch 0: |          | 2265/? [18:55<00:00,  1.99it/s]\nEpoch 0: |          | 2265/? [18:55<00:00,  1.99it/s]\nEpoch 0: |          | 2266/? [18:55<00:00,  1.99it/s]\nEpoch 0: |          | 2266/? [18:55<00:00,  1.99it/s]\nEpoch 0: |          | 2267/? [18:56<00:00,  1.99it/s]\nEpoch 0: |          | 2267/? [18:56<00:00,  1.99it/s]\nEpoch 0: |          | 2268/? [18:56<00:00,  2.00it/s]\nEpoch 0: |          | 2268/? [18:56<00:00,  2.00it/s]\nEpoch 0: |          | 2269/? [18:57<00:00,  2.00it/s]\nEpoch 0: |          | 2269/? [18:57<00:00,  2.00it/s]\nEpoch 0: |          | 2270/? [18:57<00:00,  2.00it/s]\nEpoch 0: |          | 2270/? [18:57<00:00,  2.00it/s]\nEpoch 0: |          | 2271/? [18:57<00:00,  2.00it/s]\nEpoch 0: |          | 2271/? [18:57<00:00,  2.00it/s]\nEpoch 0: |          | 2272/? [18:58<00:00,  2.00it/s]\nEpoch 0: |          | 2272/? [18:58<00:00,  2.00it/s]\nEpoch 0: |          | 2273/? [18:58<00:00,  2.00it/s]\nEpoch 0: |          | 2273/? [18:58<00:00,  2.00it/s]\nEpoch 0: |          | 2274/? [18:59<00:00,  2.00it/s]\nEpoch 0: |          | 2274/? [18:59<00:00,  2.00it/s]\nEpoch 0: |          | 2275/? [18:59<00:00,  2.00it/s]\nEpoch 0: |          | 2275/? [18:59<00:00,  2.00it/s]\nEpoch 0: |          | 2276/? [18:59<00:00,  2.00it/s]\nEpoch 0: |          | 2276/? [18:59<00:00,  2.00it/s]\nEpoch 0: |          | 2277/? [19:00<00:00,  2.00it/s]\nEpoch 0: |          | 2277/? [19:00<00:00,  2.00it/s]\nEpoch 0: |          | 2278/? [19:00<00:00,  2.00it/s]\nEpoch 0: |          | 2278/? [19:00<00:00,  2.00it/s]\nEpoch 0: |          | 2279/? [19:01<00:00,  2.00it/s]\nEpoch 0: |          | 2279/? [19:01<00:00,  2.00it/s]\nEpoch 0: |          | 2280/? [19:01<00:00,  2.00it/s]\nEpoch 0: |          | 2280/? [19:01<00:00,  2.00it/s]\nEpoch 0: |          | 2281/? [19:02<00:00,  2.00it/s]\nEpoch 0: |          | 2281/? [19:02<00:00,  2.00it/s]\nEpoch 0: |          | 2282/? [19:02<00:00,  2.00it/s]\nEpoch 0: |          | 2282/? [19:02<00:00,  2.00it/s]\nEpoch 0: |          | 2283/? [19:02<00:00,  2.00it/s]\nEpoch 0: |          | 2283/? [19:02<00:00,  2.00it/s]\nEpoch 0: |          | 2284/? [19:03<00:00,  2.00it/s]\nEpoch 0: |          | 2284/? [19:03<00:00,  2.00it/s]\nEpoch 0: |          | 2285/? [19:03<00:00,  2.00it/s]\nEpoch 0: |          | 2285/? [19:03<00:00,  2.00it/s]\nEpoch 0: |          | 2286/? [19:04<00:00,  2.00it/s]\nEpoch 0: |          | 2286/? [19:04<00:00,  2.00it/s]\nEpoch 0: |          | 2287/? [19:04<00:00,  2.00it/s]\nEpoch 0: |          | 2287/? [19:04<00:00,  2.00it/s]\nEpoch 0: |          | 2288/? [19:04<00:00,  2.00it/s]\nEpoch 0: |          | 2288/? [19:04<00:00,  2.00it/s]\nEpoch 0: |          | 2289/? [19:05<00:00,  2.00it/s]\nEpoch 0: |          | 2289/? [19:05<00:00,  2.00it/s]\nEpoch 0: |          | 2290/? [19:05<00:00,  2.00it/s]\nEpoch 0: |          | 2290/? [19:05<00:00,  2.00it/s]\nEpoch 0: |          | 2291/? [19:06<00:00,  2.00it/s]\nEpoch 0: |          | 2291/? [19:06<00:00,  2.00it/s]\nEpoch 0: |          | 2292/? [19:06<00:00,  2.00it/s]\nEpoch 0: |          | 2292/? [19:06<00:00,  2.00it/s]\nEpoch 0: |          | 2293/? [19:06<00:00,  2.00it/s]\nEpoch 0: |          | 2293/? [19:06<00:00,  2.00it/s]\nEpoch 0: |          | 2294/? [19:07<00:00,  2.00it/s]\nEpoch 0: |          | 2294/? [19:07<00:00,  2.00it/s]\nEpoch 0: |          | 2295/? [19:07<00:00,  2.00it/s]\nEpoch 0: |          | 2295/? [19:07<00:00,  2.00it/s]\nEpoch 0: |          | 2296/? [19:08<00:00,  2.00it/s]\nEpoch 0: |          | 2296/? [19:08<00:00,  2.00it/s]\nEpoch 0: |          | 2297/? [19:08<00:00,  2.00it/s]\nEpoch 0: |          | 2297/? [19:08<00:00,  2.00it/s]\nEpoch 0: |          | 2298/? [19:08<00:00,  2.00it/s]\nEpoch 0: |          | 2298/? [19:08<00:00,  2.00it/s]\nEpoch 0: |          | 2299/? [19:09<00:00,  2.00it/s]\nEpoch 0: |          | 2299/? [19:09<00:00,  2.00it/s]\nEpoch 0: |          | 2300/? [19:09<00:00,  2.00it/s]\nEpoch 0: |          | 2300/? [19:09<00:00,  2.00it/s]\nEpoch 0: |          | 2301/? [19:10<00:00,  2.00it/s]\nEpoch 0: |          | 2301/? [19:10<00:00,  2.00it/s]\nEpoch 0: |          | 2302/? [19:10<00:00,  2.00it/s]\nEpoch 0: |          | 2302/? [19:10<00:00,  2.00it/s]\nEpoch 0: |          | 2303/? [19:10<00:00,  2.00it/s]\nEpoch 0: |          | 2303/? [19:10<00:00,  2.00it/s]\nEpoch 0: |          | 2304/? [19:11<00:00,  2.00it/s]\nEpoch 0: |          | 2304/? [19:11<00:00,  2.00it/s]\nEpoch 0: |          | 2305/? [19:11<00:00,  2.00it/s]\nEpoch 0: |          | 2305/? [19:11<00:00,  2.00it/s]\nEpoch 0: |          | 2306/? [19:12<00:00,  2.00it/s]\nEpoch 0: |          | 2306/? [19:12<00:00,  2.00it/s]\nEpoch 0: |          | 2307/? [19:12<00:00,  2.00it/s]\nEpoch 0: |          | 2307/? [19:12<00:00,  2.00it/s]\nEpoch 0: |          | 2308/? [19:12<00:00,  2.00it/s]\nEpoch 0: |          | 2308/? [19:12<00:00,  2.00it/s]\nEpoch 0: |          | 2309/? [19:13<00:00,  2.00it/s]\nEpoch 0: |          | 2309/? [19:13<00:00,  2.00it/s]\nEpoch 0: |          | 2310/? [19:13<00:00,  2.00it/s]\nEpoch 0: |          | 2310/? [19:13<00:00,  2.00it/s]\nEpoch 0: |          | 2311/? [19:14<00:00,  2.00it/s]\nEpoch 0: |          | 2311/? [19:14<00:00,  2.00it/s]\nEpoch 0: |          | 2312/? [19:14<00:00,  2.00it/s]\nEpoch 0: |          | 2312/? [19:14<00:00,  2.00it/s]\nEpoch 0: |          | 2313/? [19:14<00:00,  2.00it/s]\nEpoch 0: |          | 2313/? [19:14<00:00,  2.00it/s]\nEpoch 0: |          | 2314/? [19:15<00:00,  2.00it/s]\nEpoch 0: |          | 2314/? [19:15<00:00,  2.00it/s]\nEpoch 0: |          | 2315/? [19:15<00:00,  2.00it/s]\nEpoch 0: |          | 2315/? [19:15<00:00,  2.00it/s]\nEpoch 0: |          | 2316/? [19:16<00:00,  2.00it/s]\nEpoch 0: |          | 2316/? [19:16<00:00,  2.00it/s]\nEpoch 0: |          | 2317/? [19:16<00:00,  2.00it/s]\nEpoch 0: |          | 2317/? [19:16<00:00,  2.00it/s]\nEpoch 0: |          | 2318/? [19:16<00:00,  2.00it/s]\nEpoch 0: |          | 2318/? [19:16<00:00,  2.00it/s]\nEpoch 0: |          | 2319/? [19:17<00:00,  2.00it/s]\nEpoch 0: |          | 2319/? [19:17<00:00,  2.00it/s]\nEpoch 0: |          | 2320/? [19:17<00:00,  2.00it/s]\nEpoch 0: |          | 2320/? [19:17<00:00,  2.00it/s]\nEpoch 0: |          | 2321/? [19:18<00:00,  2.00it/s]\nEpoch 0: |          | 2321/? [19:18<00:00,  2.00it/s]\nEpoch 0: |          | 2322/? [19:18<00:00,  2.00it/s]\nEpoch 0: |          | 2322/? [19:18<00:00,  2.00it/s]\nEpoch 0: |          | 2323/? [19:18<00:00,  2.00it/s]\nEpoch 0: |          | 2323/? [19:18<00:00,  2.00it/s]\nEpoch 0: |          | 2324/? [19:19<00:00,  2.00it/s]\nEpoch 0: |          | 2324/? [19:19<00:00,  2.00it/s]\nEpoch 0: |          | 2325/? [19:19<00:00,  2.00it/s]\nEpoch 0: |          | 2325/? [19:19<00:00,  2.00it/s]\nEpoch 0: |          | 2326/? [19:20<00:00,  2.01it/s]\nEpoch 0: |          | 2326/? [19:20<00:00,  2.01it/s]\nEpoch 0: |          | 2327/? [19:20<00:00,  2.01it/s]\nEpoch 0: |          | 2327/? [19:20<00:00,  2.01it/s]\nEpoch 0: |          | 2328/? [19:20<00:00,  2.01it/s]\nEpoch 0: |          | 2328/? [19:20<00:00,  2.01it/s]\nEpoch 0: |          | 2329/? [19:21<00:00,  2.01it/s]\nEpoch 0: |          | 2329/? [19:21<00:00,  2.01it/s]\nEpoch 0: |          | 2330/? [19:21<00:00,  2.01it/s]\nEpoch 0: |          | 2330/? [19:21<00:00,  2.01it/s]\nEpoch 0: |          | 2331/? [19:22<00:00,  2.01it/s]\nEpoch 0: |          | 2331/? [19:22<00:00,  2.01it/s]\nEpoch 0: |          | 2332/? [19:22<00:00,  2.01it/s]\nEpoch 0: |          | 2332/? [19:22<00:00,  2.01it/s]\nEpoch 0: |          | 2333/? [19:22<00:00,  2.01it/s]\nEpoch 0: |          | 2333/? [19:22<00:00,  2.01it/s]\nEpoch 0: |          | 2334/? [19:23<00:00,  2.01it/s]\nEpoch 0: |          | 2334/? [19:23<00:00,  2.01it/s]\nEpoch 0: |          | 2335/? [19:23<00:00,  2.01it/s]\nEpoch 0: |          | 2335/? [19:23<00:00,  2.01it/s]\nEpoch 0: |          | 2336/? [19:24<00:00,  2.01it/s]\nEpoch 0: |          | 2336/? [19:24<00:00,  2.01it/s]\nEpoch 0: |          | 2337/? [19:24<00:00,  2.01it/s]\nEpoch 0: |          | 2337/? [19:24<00:00,  2.01it/s]\nEpoch 0: |          | 2338/? [19:24<00:00,  2.01it/s]\nEpoch 0: |          | 2338/? [19:24<00:00,  2.01it/s]\nEpoch 0: |          | 2339/? [19:25<00:00,  2.01it/s]\nEpoch 0: |          | 2339/? [19:25<00:00,  2.01it/s]\nEpoch 0: |          | 2340/? [19:25<00:00,  2.01it/s]\nEpoch 0: |          | 2340/? [19:25<00:00,  2.01it/s]\nEpoch 0: |          | 2341/? [19:26<00:00,  2.01it/s]\nEpoch 0: |          | 2341/? [19:26<00:00,  2.01it/s]\nEpoch 0: |          | 2342/? [19:26<00:00,  2.01it/s]\nEpoch 0: |          | 2342/? [19:26<00:00,  2.01it/s]\nEpoch 0: |          | 2343/? [19:26<00:00,  2.01it/s]\nEpoch 0: |          | 2343/? [19:26<00:00,  2.01it/s]\nEpoch 0: |          | 2344/? [19:27<00:00,  2.01it/s]\nEpoch 0: |          | 2344/? [19:27<00:00,  2.01it/s]\nEpoch 0: |          | 2345/? [19:27<00:00,  2.01it/s]\nEpoch 0: |          | 2345/? [19:27<00:00,  2.01it/s]\nEpoch 0: |          | 2346/? [19:28<00:00,  2.01it/s]\nEpoch 0: |          | 2346/? [19:28<00:00,  2.01it/s]\nEpoch 0: |          | 2347/? [19:28<00:00,  2.01it/s]\nEpoch 0: |          | 2347/? [19:28<00:00,  2.01it/s]\nEpoch 0: |          | 2348/? [19:28<00:00,  2.01it/s]\nEpoch 0: |          | 2348/? [19:28<00:00,  2.01it/s]\nEpoch 0: |          | 2349/? [19:29<00:00,  2.01it/s]\nEpoch 0: |          | 2349/? [19:29<00:00,  2.01it/s]\nEpoch 0: |          | 2350/? [19:29<00:00,  2.01it/s]\nEpoch 0: |          | 2350/? [19:29<00:00,  2.01it/s]\nEpoch 0: |          | 2351/? [19:30<00:00,  2.01it/s]\nEpoch 0: |          | 2351/? [19:30<00:00,  2.01it/s]\nEpoch 0: |          | 2352/? [19:30<00:00,  2.01it/s]\nEpoch 0: |          | 2352/? [19:30<00:00,  2.01it/s]\nEpoch 0: |          | 2353/? [19:30<00:00,  2.01it/s]\nEpoch 0: |          | 2353/? [19:30<00:00,  2.01it/s]\nEpoch 0: |          | 2354/? [19:31<00:00,  2.01it/s]\nEpoch 0: |          | 2354/? [19:31<00:00,  2.01it/s]\nEpoch 0: |          | 2355/? [19:31<00:00,  2.01it/s]\nEpoch 0: |          | 2355/? [19:31<00:00,  2.01it/s]\nEpoch 0: |          | 2356/? [19:32<00:00,  2.01it/s]\nEpoch 0: |          | 2356/? [19:32<00:00,  2.01it/s]\nEpoch 0: |          | 2357/? [19:32<00:00,  2.01it/s]\nEpoch 0: |          | 2357/? [19:32<00:00,  2.01it/s]\nEpoch 0: |          | 2358/? [19:32<00:00,  2.01it/s]\nEpoch 0: |          | 2358/? [19:32<00:00,  2.01it/s]\nEpoch 0: |          | 2359/? [19:33<00:00,  2.01it/s]\nEpoch 0: |          | 2359/? [19:33<00:00,  2.01it/s]\nEpoch 0: |          | 2360/? [19:33<00:00,  2.01it/s]\nEpoch 0: |          | 2360/? [19:33<00:00,  2.01it/s]\nEpoch 0: |          | 2361/? [19:34<00:00,  2.01it/s]\nEpoch 0: |          | 2361/? [19:34<00:00,  2.01it/s]\nEpoch 0: |          | 2362/? [19:34<00:00,  2.01it/s]\nEpoch 0: |          | 2362/? [19:34<00:00,  2.01it/s]\nEpoch 0: |          | 2363/? [19:34<00:00,  2.01it/s]\nEpoch 0: |          | 2363/? [19:34<00:00,  2.01it/s]\nEpoch 0: |          | 2364/? [19:35<00:00,  2.01it/s]\nEpoch 0: |          | 2364/? [19:35<00:00,  2.01it/s]\nEpoch 0: |          | 2365/? [19:35<00:00,  2.01it/s]\nEpoch 0: |          | 2365/? [19:35<00:00,  2.01it/s]\nEpoch 0: |          | 2366/? [19:36<00:00,  2.01it/s]\nEpoch 0: |          | 2366/? [19:36<00:00,  2.01it/s]\nEpoch 0: |          | 2367/? [19:36<00:00,  2.01it/s]\nEpoch 0: |          | 2367/? [19:36<00:00,  2.01it/s]\nEpoch 0: |          | 2368/? [19:36<00:00,  2.01it/s]\nEpoch 0: |          | 2368/? [19:36<00:00,  2.01it/s]\nEpoch 0: |          | 2369/? [19:37<00:00,  2.01it/s]\nEpoch 0: |          | 2369/? [19:37<00:00,  2.01it/s]\nEpoch 0: |          | 2370/? [19:37<00:00,  2.01it/s]\nEpoch 0: |          | 2370/? [19:37<00:00,  2.01it/s]\nEpoch 0: |          | 2371/? [19:38<00:00,  2.01it/s]\nEpoch 0: |          | 2371/? [19:38<00:00,  2.01it/s]\nEpoch 0: |          | 2372/? [19:38<00:00,  2.01it/s]\nEpoch 0: |          | 2372/? [19:38<00:00,  2.01it/s]\nEpoch 0: |          | 2373/? [19:38<00:00,  2.01it/s]\nEpoch 0: |          | 2373/? [19:38<00:00,  2.01it/s]\nEpoch 0: |          | 2374/? [19:39<00:00,  2.01it/s]\nEpoch 0: |          | 2374/? [19:39<00:00,  2.01it/s]\nEpoch 0: |          | 2375/? [19:39<00:00,  2.01it/s]\nEpoch 0: |          | 2375/? [19:39<00:00,  2.01it/s]\nEpoch 0: |          | 2376/? [19:40<00:00,  2.01it/s]\nEpoch 0: |          | 2376/? [19:40<00:00,  2.01it/s]\nEpoch 0: |          | 2377/? [19:40<00:00,  2.01it/s]\nEpoch 0: |          | 2377/? [19:40<00:00,  2.01it/s]\nEpoch 0: |          | 2378/? [19:40<00:00,  2.01it/s]\nEpoch 0: |          | 2378/? [19:40<00:00,  2.01it/s]\nEpoch 0: |          | 2379/? [19:41<00:00,  2.01it/s]\nEpoch 0: |          | 2379/? [19:41<00:00,  2.01it/s]\nEpoch 0: |          | 2380/? [19:41<00:00,  2.01it/s]\nEpoch 0: |          | 2380/? [19:41<00:00,  2.01it/s]\nEpoch 0: |          | 2381/? [19:42<00:00,  2.01it/s]\nEpoch 0: |          | 2381/? [19:42<00:00,  2.01it/s]\nEpoch 0: |          | 2382/? [19:42<00:00,  2.01it/s]\nEpoch 0: |          | 2382/? [19:42<00:00,  2.01it/s]\nEpoch 0: |          | 2383/? [19:42<00:00,  2.01it/s]\nEpoch 0: |          | 2383/? [19:42<00:00,  2.01it/s]\nEpoch 0: |          | 2384/? [19:43<00:00,  2.01it/s]\nEpoch 0: |          | 2384/? [19:43<00:00,  2.01it/s]\nEpoch 0: |          | 2385/? [19:43<00:00,  2.01it/s]\nEpoch 0: |          | 2385/? [19:43<00:00,  2.01it/s]\nEpoch 0: |          | 2386/? [19:44<00:00,  2.01it/s]\nEpoch 0: |          | 2386/? [19:44<00:00,  2.01it/s]\nEpoch 0: |          | 2387/? [19:44<00:00,  2.02it/s]\nEpoch 0: |          | 2387/? [19:44<00:00,  2.02it/s]\nEpoch 0: |          | 2388/? [19:44<00:00,  2.02it/s]\nEpoch 0: |          | 2388/? [19:44<00:00,  2.02it/s]\nEpoch 0: |          | 2389/? [19:45<00:00,  2.02it/s]\nEpoch 0: |          | 2389/? [19:45<00:00,  2.02it/s]\nEpoch 0: |          | 2390/? [19:45<00:00,  2.02it/s]\nEpoch 0: |          | 2390/? [19:45<00:00,  2.02it/s]\nEpoch 0: |          | 2391/? [19:46<00:00,  2.02it/s]\nEpoch 0: |          | 2391/? [19:46<00:00,  2.02it/s]\nEpoch 0: |          | 2392/? [19:46<00:00,  2.02it/s]\nEpoch 0: |          | 2392/? [19:46<00:00,  2.02it/s]\nEpoch 0: |          | 2393/? [19:46<00:00,  2.02it/s]\nEpoch 0: |          | 2393/? [19:46<00:00,  2.02it/s]\nEpoch 0: |          | 2394/? [19:47<00:00,  2.02it/s]\nEpoch 0: |          | 2394/? [19:47<00:00,  2.02it/s]\nEpoch 0: |          | 2395/? [19:47<00:00,  2.02it/s]\nEpoch 0: |          | 2395/? [19:47<00:00,  2.02it/s]\nEpoch 0: |          | 2396/? [19:48<00:00,  2.02it/s]\nEpoch 0: |          | 2396/? [19:48<00:00,  2.02it/s]\nEpoch 0: |          | 2397/? [19:48<00:00,  2.02it/s]\nEpoch 0: |          | 2397/? [19:48<00:00,  2.02it/s]\nEpoch 0: |          | 2398/? [19:48<00:00,  2.02it/s]\nEpoch 0: |          | 2398/? [19:48<00:00,  2.02it/s]\nEpoch 0: |          | 2399/? [19:49<00:00,  2.02it/s]\nEpoch 0: |          | 2399/? [19:49<00:00,  2.02it/s]\nEpoch 0: |          | 2400/? [19:49<00:00,  2.02it/s]\nEpoch 0: |          | 2400/? [19:49<00:00,  2.02it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  5.41it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  5.36it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  5.40it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  5.44it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 2400/? [19:50<00:00,  2.02it/s]\nEpoch 0: |          | 2401/? [19:50<00:00,  2.02it/s]\nEpoch 0: |          | 2401/? [19:50<00:00,  2.02it/s]\nEpoch 0: |          | 2402/? [19:51<00:00,  2.02it/s]\nEpoch 0: |          | 2402/? [19:51<00:00,  2.02it/s]\nEpoch 0: |          | 2403/? [19:51<00:00,  2.02it/s]\nEpoch 0: |          | 2403/? [19:51<00:00,  2.02it/s]\nEpoch 0: |          | 2404/? [19:52<00:00,  2.02it/s]\nEpoch 0: |          | 2404/? [19:52<00:00,  2.02it/s]\nEpoch 0: |          | 2405/? [19:52<00:00,  2.02it/s]\nEpoch 0: |          | 2405/? [19:52<00:00,  2.02it/s]\nEpoch 0: |          | 2406/? [19:52<00:00,  2.02it/s]\nEpoch 0: |          | 2406/? [19:52<00:00,  2.02it/s]\nEpoch 0: |          | 2407/? [19:53<00:00,  2.02it/s]\nEpoch 0: |          | 2407/? [19:53<00:00,  2.02it/s]\nEpoch 0: |          | 2408/? [19:53<00:00,  2.02it/s]\nEpoch 0: |          | 2408/? [19:53<00:00,  2.02it/s]\nEpoch 0: |          | 2409/? [19:54<00:00,  2.02it/s]\nEpoch 0: |          | 2409/? [19:54<00:00,  2.02it/s]\nEpoch 0: |          | 2410/? [19:54<00:00,  2.02it/s]\nEpoch 0: |          | 2410/? [19:54<00:00,  2.02it/s]\nEpoch 0: |          | 2411/? [19:54<00:00,  2.02it/s]\nEpoch 0: |          | 2411/? [19:54<00:00,  2.02it/s]\nEpoch 0: |          | 2412/? [19:55<00:00,  2.02it/s]\nEpoch 0: |          | 2412/? [19:55<00:00,  2.02it/s]\nEpoch 0: |          | 2413/? [19:55<00:00,  2.02it/s]\nEpoch 0: |          | 2413/? [19:55<00:00,  2.02it/s]\nEpoch 0: |          | 2414/? [19:56<00:00,  2.02it/s]\nEpoch 0: |          | 2414/? [19:56<00:00,  2.02it/s]\nEpoch 0: |          | 2415/? [19:56<00:00,  2.02it/s]\nEpoch 0: |          | 2415/? [19:56<00:00,  2.02it/s]\nEpoch 0: |          | 2416/? [19:56<00:00,  2.02it/s]\nEpoch 0: |          | 2416/? [19:56<00:00,  2.02it/s]\nEpoch 0: |          | 2417/? [19:57<00:00,  2.02it/s]\nEpoch 0: |          | 2417/? [19:57<00:00,  2.02it/s]\nEpoch 0: |          | 2418/? [19:57<00:00,  2.02it/s]\nEpoch 0: |          | 2418/? [19:57<00:00,  2.02it/s]\nEpoch 0: |          | 2419/? [19:58<00:00,  2.02it/s]\nEpoch 0: |          | 2419/? [19:58<00:00,  2.02it/s]\nEpoch 0: |          | 2420/? [19:58<00:00,  2.02it/s]\nEpoch 0: |          | 2420/? [19:58<00:00,  2.02it/s]\nEpoch 0: |          | 2421/? [19:58<00:00,  2.02it/s]\nEpoch 0: |          | 2421/? [19:58<00:00,  2.02it/s]\nEpoch 0: |          | 2422/? [19:59<00:00,  2.02it/s]\nEpoch 0: |          | 2422/? [19:59<00:00,  2.02it/s]\nEpoch 0: |          | 2423/? [19:59<00:00,  2.02it/s]\nEpoch 0: |          | 2423/? [19:59<00:00,  2.02it/s]\nEpoch 0: |          | 2424/? [20:00<00:00,  2.02it/s]\nEpoch 0: |          | 2424/? [20:00<00:00,  2.02it/s]\nEpoch 0: |          | 2425/? [20:00<00:00,  2.02it/s]\nEpoch 0: |          | 2425/? [20:00<00:00,  2.02it/s]\nEpoch 0: |          | 2426/? [20:00<00:00,  2.02it/s]\nEpoch 0: |          | 2426/? [20:00<00:00,  2.02it/s]\nEpoch 0: |          | 2427/? [20:01<00:00,  2.02it/s]\nEpoch 0: |          | 2427/? [20:01<00:00,  2.02it/s]\nEpoch 0: |          | 2428/? [20:01<00:00,  2.02it/s]\nEpoch 0: |          | 2428/? [20:01<00:00,  2.02it/s]\nEpoch 0: |          | 2429/? [20:01<00:00,  2.02it/s]\nEpoch 0: |          | 2429/? [20:01<00:00,  2.02it/s]\nEpoch 0: |          | 2430/? [20:02<00:00,  2.02it/s]\nEpoch 0: |          | 2430/? [20:02<00:00,  2.02it/s]\nEpoch 0: |          | 2431/? [20:02<00:00,  2.02it/s]\nEpoch 0: |          | 2431/? [20:02<00:00,  2.02it/s]\nEpoch 0: |          | 2432/? [20:03<00:00,  2.02it/s]\nEpoch 0: |          | 2432/? [20:03<00:00,  2.02it/s]\nEpoch 0: |          | 2433/? [20:03<00:00,  2.02it/s]\nEpoch 0: |          | 2433/? [20:03<00:00,  2.02it/s]\nEpoch 0: |          | 2434/? [20:03<00:00,  2.02it/s]\nEpoch 0: |          | 2434/? [20:03<00:00,  2.02it/s]\nEpoch 0: |          | 2435/? [20:04<00:00,  2.02it/s]\nEpoch 0: |          | 2435/? [20:04<00:00,  2.02it/s]\nEpoch 0: |          | 2436/? [20:04<00:00,  2.02it/s]\nEpoch 0: |          | 2436/? [20:04<00:00,  2.02it/s]\nEpoch 0: |          | 2437/? [20:05<00:00,  2.02it/s]\nEpoch 0: |          | 2437/? [20:05<00:00,  2.02it/s]\nEpoch 0: |          | 2438/? [20:05<00:00,  2.02it/s]\nEpoch 0: |          | 2438/? [20:05<00:00,  2.02it/s]\nEpoch 0: |          | 2439/? [20:05<00:00,  2.02it/s]\nEpoch 0: |          | 2439/? [20:05<00:00,  2.02it/s]\nEpoch 0: |          | 2440/? [20:06<00:00,  2.02it/s]\nEpoch 0: |          | 2440/? [20:06<00:00,  2.02it/s]\nEpoch 0: |          | 2441/? [20:06<00:00,  2.02it/s]\nEpoch 0: |          | 2441/? [20:06<00:00,  2.02it/s]\nEpoch 0: |          | 2442/? [20:07<00:00,  2.02it/s]\nEpoch 0: |          | 2442/? [20:07<00:00,  2.02it/s]\nEpoch 0: |          | 2443/? [20:07<00:00,  2.02it/s]\nEpoch 0: |          | 2443/? [20:07<00:00,  2.02it/s]\nEpoch 0: |          | 2444/? [20:07<00:00,  2.02it/s]\nEpoch 0: |          | 2444/? [20:07<00:00,  2.02it/s]\nEpoch 0: |          | 2445/? [20:08<00:00,  2.02it/s]\nEpoch 0: |          | 2445/? [20:08<00:00,  2.02it/s]\nEpoch 0: |          | 2446/? [20:08<00:00,  2.02it/s]\nEpoch 0: |          | 2446/? [20:08<00:00,  2.02it/s]\nEpoch 0: |          | 2447/? [20:09<00:00,  2.02it/s]\nEpoch 0: |          | 2447/? [20:09<00:00,  2.02it/s]\nEpoch 0: |          | 2448/? [20:09<00:00,  2.02it/s]\nEpoch 0: |          | 2448/? [20:09<00:00,  2.02it/s]\nEpoch 0: |          | 2449/? [20:09<00:00,  2.02it/s]\nEpoch 0: |          | 2449/? [20:09<00:00,  2.02it/s]\nEpoch 0: |          | 2450/? [20:10<00:00,  2.02it/s]\nEpoch 0: |          | 2450/? [20:10<00:00,  2.02it/s]\nEpoch 0: |          | 2451/? [20:10<00:00,  2.02it/s]\nEpoch 0: |          | 2451/? [20:10<00:00,  2.02it/s]\nEpoch 0: |          | 2452/? [20:11<00:00,  2.02it/s]\nEpoch 0: |          | 2452/? [20:11<00:00,  2.02it/s]\nEpoch 0: |          | 2453/? [20:11<00:00,  2.02it/s]\nEpoch 0: |          | 2453/? [20:11<00:00,  2.02it/s]\nEpoch 0: |          | 2454/? [20:11<00:00,  2.02it/s]\nEpoch 0: |          | 2454/? [20:11<00:00,  2.02it/s]\nEpoch 0: |          | 2455/? [20:12<00:00,  2.03it/s]\nEpoch 0: |          | 2455/? [20:12<00:00,  2.03it/s]\nEpoch 0: |          | 2456/? [20:12<00:00,  2.03it/s]\nEpoch 0: |          | 2456/? [20:12<00:00,  2.03it/s]\nEpoch 0: |          | 2457/? [20:13<00:00,  2.03it/s]\nEpoch 0: |          | 2457/? [20:13<00:00,  2.03it/s]\nEpoch 0: |          | 2458/? [20:13<00:00,  2.03it/s]\nEpoch 0: |          | 2458/? [20:13<00:00,  2.03it/s]\nEpoch 0: |          | 2459/? [20:13<00:00,  2.03it/s]\nEpoch 0: |          | 2459/? [20:13<00:00,  2.03it/s]\nEpoch 0: |          | 2460/? [20:14<00:00,  2.03it/s]\nEpoch 0: |          | 2460/? [20:14<00:00,  2.03it/s]\nEpoch 0: |          | 2461/? [20:14<00:00,  2.03it/s]\nEpoch 0: |          | 2461/? [20:14<00:00,  2.03it/s]\nEpoch 0: |          | 2462/? [20:15<00:00,  2.03it/s]\nEpoch 0: |          | 2462/? [20:15<00:00,  2.03it/s]\nEpoch 0: |          | 2463/? [20:15<00:00,  2.03it/s]\nEpoch 0: |          | 2463/? [20:15<00:00,  2.03it/s]\nEpoch 0: |          | 2464/? [20:15<00:00,  2.03it/s]\nEpoch 0: |          | 2464/? [20:15<00:00,  2.03it/s]\nEpoch 0: |          | 2465/? [20:16<00:00,  2.03it/s]\nEpoch 0: |          | 2465/? [20:16<00:00,  2.03it/s]\nEpoch 0: |          | 2466/? [20:16<00:00,  2.03it/s]\nEpoch 0: |          | 2466/? [20:16<00:00,  2.03it/s]\nEpoch 0: |          | 2467/? [20:17<00:00,  2.03it/s]\nEpoch 0: |          | 2467/? [20:17<00:00,  2.03it/s]\nEpoch 0: |          | 2468/? [20:17<00:00,  2.03it/s]\nEpoch 0: |          | 2468/? [20:17<00:00,  2.03it/s]\nEpoch 0: |          | 2469/? [20:17<00:00,  2.03it/s]\nEpoch 0: |          | 2469/? [20:17<00:00,  2.03it/s]\nEpoch 0: |          | 2470/? [20:18<00:00,  2.03it/s]\nEpoch 0: |          | 2470/? [20:18<00:00,  2.03it/s]\nEpoch 0: |          | 2471/? [20:18<00:00,  2.03it/s]\nEpoch 0: |          | 2471/? [20:18<00:00,  2.03it/s]\nEpoch 0: |          | 2472/? [20:19<00:00,  2.03it/s]\nEpoch 0: |          | 2472/? [20:19<00:00,  2.03it/s]\nEpoch 0: |          | 2473/? [20:19<00:00,  2.03it/s]\nEpoch 0: |          | 2473/? [20:19<00:00,  2.03it/s]\nEpoch 0: |          | 2474/? [20:19<00:00,  2.03it/s]\nEpoch 0: |          | 2474/? [20:19<00:00,  2.03it/s]\nEpoch 0: |          | 2475/? [20:20<00:00,  2.03it/s]\nEpoch 0: |          | 2475/? [20:20<00:00,  2.03it/s]\nEpoch 0: |          | 2476/? [20:20<00:00,  2.03it/s]\nEpoch 0: |          | 2476/? [20:20<00:00,  2.03it/s]\nEpoch 0: |          | 2477/? [20:21<00:00,  2.03it/s]\nEpoch 0: |          | 2477/? [20:21<00:00,  2.03it/s]\nEpoch 0: |          | 2478/? [20:21<00:00,  2.03it/s]\nEpoch 0: |          | 2478/? [20:21<00:00,  2.03it/s]\nEpoch 0: |          | 2479/? [20:21<00:00,  2.03it/s]\nEpoch 0: |          | 2479/? [20:21<00:00,  2.03it/s]\nEpoch 0: |          | 2480/? [20:22<00:00,  2.03it/s]\nEpoch 0: |          | 2480/? [20:22<00:00,  2.03it/s]\nEpoch 0: |          | 2481/? [20:22<00:00,  2.03it/s]\nEpoch 0: |          | 2481/? [20:22<00:00,  2.03it/s]\nEpoch 0: |          | 2482/? [20:23<00:00,  2.03it/s]\nEpoch 0: |          | 2482/? [20:23<00:00,  2.03it/s]\nEpoch 0: |          | 2483/? [20:23<00:00,  2.03it/s]\nEpoch 0: |          | 2483/? [20:23<00:00,  2.03it/s]\nEpoch 0: |          | 2484/? [20:23<00:00,  2.03it/s]\nEpoch 0: |          | 2484/? [20:23<00:00,  2.03it/s]\nEpoch 0: |          | 2485/? [20:24<00:00,  2.03it/s]\nEpoch 0: |          | 2485/? [20:24<00:00,  2.03it/s]\nEpoch 0: |          | 2486/? [20:24<00:00,  2.03it/s]\nEpoch 0: |          | 2486/? [20:24<00:00,  2.03it/s]\nEpoch 0: |          | 2487/? [20:25<00:00,  2.03it/s]\nEpoch 0: |          | 2487/? [20:25<00:00,  2.03it/s]\nEpoch 0: |          | 2488/? [20:25<00:00,  2.03it/s]\nEpoch 0: |          | 2488/? [20:25<00:00,  2.03it/s]\nEpoch 0: |          | 2489/? [20:25<00:00,  2.03it/s]\nEpoch 0: |          | 2489/? [20:25<00:00,  2.03it/s]\nEpoch 0: |          | 2490/? [20:26<00:00,  2.03it/s]\nEpoch 0: |          | 2490/? [20:26<00:00,  2.03it/s]\nEpoch 0: |          | 2491/? [20:26<00:00,  2.03it/s]\nEpoch 0: |          | 2491/? [20:26<00:00,  2.03it/s]\nEpoch 0: |          | 2492/? [20:27<00:00,  2.03it/s]\nEpoch 0: |          | 2492/? [20:27<00:00,  2.03it/s]\nEpoch 0: |          | 2493/? [20:27<00:00,  2.03it/s]\nEpoch 0: |          | 2493/? [20:27<00:00,  2.03it/s]\nEpoch 0: |          | 2494/? [20:27<00:00,  2.03it/s]\nEpoch 0: |          | 2494/? [20:27<00:00,  2.03it/s]\nEpoch 0: |          | 2495/? [20:28<00:00,  2.03it/s]\nEpoch 0: |          | 2495/? [20:28<00:00,  2.03it/s]\nEpoch 0: |          | 2496/? [20:28<00:00,  2.03it/s]\nEpoch 0: |          | 2496/? [20:28<00:00,  2.03it/s]\nEpoch 0: |          | 2497/? [20:29<00:00,  2.03it/s]\nEpoch 0: |          | 2497/? [20:29<00:00,  2.03it/s]\nEpoch 0: |          | 2498/? [20:29<00:00,  2.03it/s]\nEpoch 0: |          | 2498/? [20:29<00:00,  2.03it/s]\nEpoch 0: |          | 2499/? [20:29<00:00,  2.03it/s]\nEpoch 0: |          | 2499/? [20:29<00:00,  2.03it/s]\nEpoch 0: |          | 2500/? [20:30<00:00,  2.03it/s]\nEpoch 0: |          | 2500/? [20:30<00:00,  2.03it/s]\nEpoch 0: |          | 2501/? [20:30<00:00,  2.03it/s]\nEpoch 0: |          | 2501/? [20:30<00:00,  2.03it/s]\nEpoch 0: |          | 2502/? [20:31<00:00,  2.03it/s]\nEpoch 0: |          | 2502/? [20:31<00:00,  2.03it/s]\nEpoch 0: |          | 2503/? [20:31<00:00,  2.03it/s]\nEpoch 0: |          | 2503/? [20:31<00:00,  2.03it/s]\nEpoch 0: |          | 2504/? [20:31<00:00,  2.03it/s]\nEpoch 0: |          | 2504/? [20:31<00:00,  2.03it/s]\nEpoch 0: |          | 2505/? [20:32<00:00,  2.03it/s]\nEpoch 0: |          | 2505/? [20:32<00:00,  2.03it/s]\nEpoch 0: |          | 2506/? [20:32<00:00,  2.03it/s]\nEpoch 0: |          | 2506/? [20:32<00:00,  2.03it/s]\nEpoch 0: |          | 2507/? [20:33<00:00,  2.03it/s]\nEpoch 0: |          | 2507/? [20:33<00:00,  2.03it/s]\nEpoch 0: |          | 2508/? [20:33<00:00,  2.03it/s]\nEpoch 0: |          | 2508/? [20:33<00:00,  2.03it/s]\nEpoch 0: |          | 2509/? [20:33<00:00,  2.03it/s]\nEpoch 0: |          | 2509/? [20:33<00:00,  2.03it/s]\nEpoch 0: |          | 2510/? [20:34<00:00,  2.03it/s]\nEpoch 0: |          | 2510/? [20:34<00:00,  2.03it/s]\nEpoch 0: |          | 2511/? [20:34<00:00,  2.03it/s]\nEpoch 0: |          | 2511/? [20:34<00:00,  2.03it/s]\nEpoch 0: |          | 2512/? [20:35<00:00,  2.03it/s]\nEpoch 0: |          | 2512/? [20:35<00:00,  2.03it/s]\nEpoch 0: |          | 2513/? [20:35<00:00,  2.03it/s]\nEpoch 0: |          | 2513/? [20:35<00:00,  2.03it/s]\nEpoch 0: |          | 2514/? [20:35<00:00,  2.03it/s]\nEpoch 0: |          | 2514/? [20:35<00:00,  2.03it/s]\nEpoch 0: |          | 2515/? [20:36<00:00,  2.03it/s]\nEpoch 0: |          | 2515/? [20:36<00:00,  2.03it/s]\nEpoch 0: |          | 2516/? [20:36<00:00,  2.03it/s]\nEpoch 0: |          | 2516/? [20:36<00:00,  2.03it/s]\nEpoch 0: |          | 2517/? [20:37<00:00,  2.03it/s]\nEpoch 0: |          | 2517/? [20:37<00:00,  2.03it/s]\nEpoch 0: |          | 2518/? [20:37<00:00,  2.03it/s]\nEpoch 0: |          | 2518/? [20:37<00:00,  2.03it/s]\nEpoch 0: |          | 2519/? [20:37<00:00,  2.04it/s]\nEpoch 0: |          | 2519/? [20:37<00:00,  2.04it/s]\nEpoch 0: |          | 2520/? [20:38<00:00,  2.04it/s]\nEpoch 0: |          | 2520/? [20:38<00:00,  2.04it/s]\nEpoch 0: |          | 2521/? [20:38<00:00,  2.04it/s]\nEpoch 0: |          | 2521/? [20:38<00:00,  2.04it/s]\nEpoch 0: |          | 2522/? [20:39<00:00,  2.04it/s]\nEpoch 0: |          | 2522/? [20:39<00:00,  2.04it/s]\nEpoch 0: |          | 2523/? [20:39<00:00,  2.04it/s]\nEpoch 0: |          | 2523/? [20:39<00:00,  2.04it/s]\nEpoch 0: |          | 2524/? [20:39<00:00,  2.04it/s]\nEpoch 0: |          | 2524/? [20:39<00:00,  2.04it/s]\nEpoch 0: |          | 2525/? [20:40<00:00,  2.04it/s]\nEpoch 0: |          | 2525/? [20:40<00:00,  2.04it/s]\nEpoch 0: |          | 2526/? [20:40<00:00,  2.04it/s]\nEpoch 0: |          | 2526/? [20:40<00:00,  2.04it/s]\nEpoch 0: |          | 2527/? [20:41<00:00,  2.04it/s]\nEpoch 0: |          | 2527/? [20:41<00:00,  2.04it/s]\nEpoch 0: |          | 2528/? [20:41<00:00,  2.04it/s]\nEpoch 0: |          | 2528/? [20:41<00:00,  2.04it/s]\nEpoch 0: |          | 2529/? [20:41<00:00,  2.04it/s]\nEpoch 0: |          | 2529/? [20:41<00:00,  2.04it/s]\nEpoch 0: |          | 2530/? [20:42<00:00,  2.04it/s]\nEpoch 0: |          | 2530/? [20:42<00:00,  2.04it/s]\nEpoch 0: |          | 2531/? [20:42<00:00,  2.04it/s]\nEpoch 0: |          | 2531/? [20:42<00:00,  2.04it/s]\nEpoch 0: |          | 2532/? [20:43<00:00,  2.04it/s]\nEpoch 0: |          | 2532/? [20:43<00:00,  2.04it/s]\nEpoch 0: |          | 2533/? [20:43<00:00,  2.04it/s]\nEpoch 0: |          | 2533/? [20:43<00:00,  2.04it/s]\nEpoch 0: |          | 2534/? [20:43<00:00,  2.04it/s]\nEpoch 0: |          | 2534/? [20:43<00:00,  2.04it/s]\nEpoch 0: |          | 2535/? [20:44<00:00,  2.04it/s]\nEpoch 0: |          | 2535/? [20:44<00:00,  2.04it/s]\nEpoch 0: |          | 2536/? [20:44<00:00,  2.04it/s]\nEpoch 0: |          | 2536/? [20:44<00:00,  2.04it/s]\nEpoch 0: |          | 2537/? [20:44<00:00,  2.04it/s]\nEpoch 0: |          | 2537/? [20:44<00:00,  2.04it/s]\nEpoch 0: |          | 2538/? [20:45<00:00,  2.04it/s]\nEpoch 0: |          | 2538/? [20:45<00:00,  2.04it/s]\nEpoch 0: |          | 2539/? [20:45<00:00,  2.04it/s]\nEpoch 0: |          | 2539/? [20:45<00:00,  2.04it/s]\nEpoch 0: |          | 2540/? [20:46<00:00,  2.04it/s]\nEpoch 0: |          | 2540/? [20:46<00:00,  2.04it/s]\nEpoch 0: |          | 2541/? [20:46<00:00,  2.04it/s]\nEpoch 0: |          | 2541/? [20:46<00:00,  2.04it/s]\nEpoch 0: |          | 2542/? [20:46<00:00,  2.04it/s]\nEpoch 0: |          | 2542/? [20:46<00:00,  2.04it/s]\nEpoch 0: |          | 2543/? [20:47<00:00,  2.04it/s]\nEpoch 0: |          | 2543/? [20:47<00:00,  2.04it/s]\nEpoch 0: |          | 2544/? [20:47<00:00,  2.04it/s]\nEpoch 0: |          | 2544/? [20:47<00:00,  2.04it/s]\nEpoch 0: |          | 2545/? [20:48<00:00,  2.04it/s]\nEpoch 0: |          | 2545/? [20:48<00:00,  2.04it/s]\nEpoch 0: |          | 2546/? [20:48<00:00,  2.04it/s]\nEpoch 0: |          | 2546/? [20:48<00:00,  2.04it/s]\nEpoch 0: |          | 2547/? [20:48<00:00,  2.04it/s]\nEpoch 0: |          | 2547/? [20:48<00:00,  2.04it/s]\nEpoch 0: |          | 2548/? [20:49<00:00,  2.04it/s]\nEpoch 0: |          | 2548/? [20:49<00:00,  2.04it/s]\nEpoch 0: |          | 2549/? [20:49<00:00,  2.04it/s]\nEpoch 0: |          | 2549/? [20:49<00:00,  2.04it/s]\nEpoch 0: |          | 2550/? [20:50<00:00,  2.04it/s]\nEpoch 0: |          | 2550/? [20:50<00:00,  2.04it/s]\nEpoch 0: |          | 2551/? [20:50<00:00,  2.04it/s]\nEpoch 0: |          | 2551/? [20:50<00:00,  2.04it/s]\nEpoch 0: |          | 2552/? [20:50<00:00,  2.04it/s]\nEpoch 0: |          | 2552/? [20:50<00:00,  2.04it/s]\nEpoch 0: |          | 2553/? [20:51<00:00,  2.04it/s]\nEpoch 0: |          | 2553/? [20:51<00:00,  2.04it/s]\nEpoch 0: |          | 2554/? [20:51<00:00,  2.04it/s]\nEpoch 0: |          | 2554/? [20:51<00:00,  2.04it/s]\nEpoch 0: |          | 2555/? [20:52<00:00,  2.04it/s]\nEpoch 0: |          | 2555/? [20:52<00:00,  2.04it/s]\nEpoch 0: |          | 2556/? [20:52<00:00,  2.04it/s]\nEpoch 0: |          | 2556/? [20:52<00:00,  2.04it/s]\nEpoch 0: |          | 2557/? [20:52<00:00,  2.04it/s]\nEpoch 0: |          | 2557/? [20:52<00:00,  2.04it/s]\nEpoch 0: |          | 2558/? [20:53<00:00,  2.04it/s]\nEpoch 0: |          | 2558/? [20:53<00:00,  2.04it/s]\nEpoch 0: |          | 2559/? [20:53<00:00,  2.04it/s]\nEpoch 0: |          | 2559/? [20:53<00:00,  2.04it/s]\nEpoch 0: |          | 2560/? [20:54<00:00,  2.04it/s]\nEpoch 0: |          | 2560/? [20:54<00:00,  2.04it/s]\nEpoch 0: |          | 2561/? [20:54<00:00,  2.04it/s]\nEpoch 0: |          | 2561/? [20:54<00:00,  2.04it/s]\nEpoch 0: |          | 2562/? [20:54<00:00,  2.04it/s]\nEpoch 0: |          | 2562/? [20:54<00:00,  2.04it/s]\nEpoch 0: |          | 2563/? [20:55<00:00,  2.04it/s]\nEpoch 0: |          | 2563/? [20:55<00:00,  2.04it/s]\nEpoch 0: |          | 2564/? [20:55<00:00,  2.04it/s]\nEpoch 0: |          | 2564/? [20:55<00:00,  2.04it/s]\nEpoch 0: |          | 2565/? [20:56<00:00,  2.04it/s]\nEpoch 0: |          | 2565/? [20:56<00:00,  2.04it/s]\nEpoch 0: |          | 2566/? [20:56<00:00,  2.04it/s]\nEpoch 0: |          | 2566/? [20:56<00:00,  2.04it/s]\nEpoch 0: |          | 2567/? [20:56<00:00,  2.04it/s]\nEpoch 0: |          | 2567/? [20:56<00:00,  2.04it/s]\nEpoch 0: |          | 2568/? [20:57<00:00,  2.04it/s]\nEpoch 0: |          | 2568/? [20:57<00:00,  2.04it/s]\nEpoch 0: |          | 2569/? [20:57<00:00,  2.04it/s]\nEpoch 0: |          | 2569/? [20:57<00:00,  2.04it/s]\nEpoch 0: |          | 2570/? [20:57<00:00,  2.04it/s]\nEpoch 0: |          | 2570/? [20:57<00:00,  2.04it/s]\nEpoch 0: |          | 2571/? [20:58<00:00,  2.04it/s]\nEpoch 0: |          | 2571/? [20:58<00:00,  2.04it/s]\nEpoch 0: |          | 2572/? [20:58<00:00,  2.04it/s]\nEpoch 0: |          | 2572/? [20:58<00:00,  2.04it/s]\nEpoch 0: |          | 2573/? [20:59<00:00,  2.04it/s]\nEpoch 0: |          | 2573/? [20:59<00:00,  2.04it/s]\nEpoch 0: |          | 2574/? [20:59<00:00,  2.04it/s]\nEpoch 0: |          | 2574/? [20:59<00:00,  2.04it/s]\nEpoch 0: |          | 2575/? [20:59<00:00,  2.04it/s]\nEpoch 0: |          | 2575/? [20:59<00:00,  2.04it/s]\nEpoch 0: |          | 2576/? [21:00<00:00,  2.04it/s]\nEpoch 0: |          | 2576/? [21:00<00:00,  2.04it/s]\nEpoch 0: |          | 2577/? [21:00<00:00,  2.04it/s]\nEpoch 0: |          | 2577/? [21:00<00:00,  2.04it/s]\nEpoch 0: |          | 2578/? [21:01<00:00,  2.04it/s]\nEpoch 0: |          | 2578/? [21:01<00:00,  2.04it/s]\nEpoch 0: |          | 2579/? [21:01<00:00,  2.04it/s]\nEpoch 0: |          | 2579/? [21:01<00:00,  2.04it/s]\nEpoch 0: |          | 2580/? [21:01<00:00,  2.04it/s]\nEpoch 0: |          | 2580/? [21:01<00:00,  2.04it/s]\nEpoch 0: |          | 2581/? [21:02<00:00,  2.04it/s]\nEpoch 0: |          | 2581/? [21:02<00:00,  2.04it/s]\nEpoch 0: |          | 2582/? [21:02<00:00,  2.04it/s]\nEpoch 0: |          | 2582/? [21:02<00:00,  2.04it/s]\nEpoch 0: |          | 2583/? [21:03<00:00,  2.04it/s]\nEpoch 0: |          | 2583/? [21:03<00:00,  2.04it/s]\nEpoch 0: |          | 2584/? [21:03<00:00,  2.04it/s]\nEpoch 0: |          | 2584/? [21:03<00:00,  2.04it/s]\nEpoch 0: |          | 2585/? [21:03<00:00,  2.05it/s]\nEpoch 0: |          | 2585/? [21:03<00:00,  2.05it/s]\nEpoch 0: |          | 2586/? [21:04<00:00,  2.05it/s]\nEpoch 0: |          | 2586/? [21:04<00:00,  2.05it/s]\nEpoch 0: |          | 2587/? [21:04<00:00,  2.05it/s]\nEpoch 0: |          | 2587/? [21:04<00:00,  2.05it/s]\nEpoch 0: |          | 2588/? [21:05<00:00,  2.05it/s]\nEpoch 0: |          | 2588/? [21:05<00:00,  2.05it/s]\nEpoch 0: |          | 2589/? [21:05<00:00,  2.05it/s]\nEpoch 0: |          | 2589/? [21:05<00:00,  2.05it/s]\nEpoch 0: |          | 2590/? [21:05<00:00,  2.05it/s]\nEpoch 0: |          | 2590/? [21:05<00:00,  2.05it/s]\nEpoch 0: |          | 2591/? [21:06<00:00,  2.05it/s]\nEpoch 0: |          | 2591/? [21:06<00:00,  2.05it/s]\nEpoch 0: |          | 2592/? [21:06<00:00,  2.05it/s]\nEpoch 0: |          | 2592/? [21:06<00:00,  2.05it/s]\nEpoch 0: |          | 2593/? [21:07<00:00,  2.05it/s]\nEpoch 0: |          | 2593/? [21:07<00:00,  2.05it/s]\nEpoch 0: |          | 2594/? [21:07<00:00,  2.05it/s]\nEpoch 0: |          | 2594/? [21:07<00:00,  2.05it/s]\nEpoch 0: |          | 2595/? [21:07<00:00,  2.05it/s]\nEpoch 0: |          | 2595/? [21:07<00:00,  2.05it/s]\nEpoch 0: |          | 2596/? [21:08<00:00,  2.05it/s]\nEpoch 0: |          | 2596/? [21:08<00:00,  2.05it/s]\nEpoch 0: |          | 2597/? [21:08<00:00,  2.05it/s]\nEpoch 0: |          | 2597/? [21:08<00:00,  2.05it/s]\nEpoch 0: |          | 2598/? [21:09<00:00,  2.05it/s]\nEpoch 0: |          | 2598/? [21:09<00:00,  2.05it/s]\nEpoch 0: |          | 2599/? [21:09<00:00,  2.05it/s]\nEpoch 0: |          | 2599/? [21:09<00:00,  2.05it/s]\nEpoch 0: |          | 2600/? [21:09<00:00,  2.05it/s]\nEpoch 0: |          | 2600/? [21:09<00:00,  2.05it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  5.78it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  5.82it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  5.88it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  5.93it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 2600/? [21:10<00:00,  2.05it/s]\nEpoch 0: |          | 2601/? [21:10<00:00,  2.05it/s]\nEpoch 0: |          | 2601/? [21:10<00:00,  2.05it/s]\nEpoch 0: |          | 2602/? [21:11<00:00,  2.05it/s]\nEpoch 0: |          | 2602/? [21:11<00:00,  2.05it/s]\nEpoch 0: |          | 2603/? [21:11<00:00,  2.05it/s]\nEpoch 0: |          | 2603/? [21:11<00:00,  2.05it/s]\nEpoch 0: |          | 2604/? [21:12<00:00,  2.05it/s]\nEpoch 0: |          | 2604/? [21:12<00:00,  2.05it/s]\nEpoch 0: |          | 2605/? [21:12<00:00,  2.05it/s]\nEpoch 0: |          | 2605/? [21:12<00:00,  2.05it/s]\nEpoch 0: |          | 2606/? [21:12<00:00,  2.05it/s]\nEpoch 0: |          | 2606/? [21:12<00:00,  2.05it/s]\nEpoch 0: |          | 2607/? [21:13<00:00,  2.05it/s]\nEpoch 0: |          | 2607/? [21:13<00:00,  2.05it/s]\nEpoch 0: |          | 2608/? [21:13<00:00,  2.05it/s]\nEpoch 0: |          | 2608/? [21:13<00:00,  2.05it/s]\nEpoch 0: |          | 2609/? [21:14<00:00,  2.05it/s]\nEpoch 0: |          | 2609/? [21:14<00:00,  2.05it/s]\nEpoch 0: |          | 2610/? [21:14<00:00,  2.05it/s]\nEpoch 0: |          | 2610/? [21:14<00:00,  2.05it/s]\nEpoch 0: |          | 2611/? [21:14<00:00,  2.05it/s]\nEpoch 0: |          | 2611/? [21:14<00:00,  2.05it/s]\nEpoch 0: |          | 2612/? [21:15<00:00,  2.05it/s]\nEpoch 0: |          | 2612/? [21:15<00:00,  2.05it/s]\nEpoch 0: |          | 2613/? [21:15<00:00,  2.05it/s]\nEpoch 0: |          | 2613/? [21:15<00:00,  2.05it/s]\nEpoch 0: |          | 2614/? [21:16<00:00,  2.05it/s]\nEpoch 0: |          | 2614/? [21:16<00:00,  2.05it/s]\nEpoch 0: |          | 2615/? [21:16<00:00,  2.05it/s]\nEpoch 0: |          | 2615/? [21:16<00:00,  2.05it/s]\nEpoch 0: |          | 2616/? [21:16<00:00,  2.05it/s]\nEpoch 0: |          | 2616/? [21:16<00:00,  2.05it/s]\nEpoch 0: |          | 2617/? [21:17<00:00,  2.05it/s]\nEpoch 0: |          | 2617/? [21:17<00:00,  2.05it/s]\nEpoch 0: |          | 2618/? [21:17<00:00,  2.05it/s]\nEpoch 0: |          | 2618/? [21:17<00:00,  2.05it/s]\nEpoch 0: |          | 2619/? [21:18<00:00,  2.05it/s]\nEpoch 0: |          | 2619/? [21:18<00:00,  2.05it/s]\nEpoch 0: |          | 2620/? [21:18<00:00,  2.05it/s]\nEpoch 0: |          | 2620/? [21:18<00:00,  2.05it/s]\nEpoch 0: |          | 2621/? [21:18<00:00,  2.05it/s]\nEpoch 0: |          | 2621/? [21:18<00:00,  2.05it/s]\nEpoch 0: |          | 2622/? [21:19<00:00,  2.05it/s]\nEpoch 0: |          | 2622/? [21:19<00:00,  2.05it/s]\nEpoch 0: |          | 2623/? [21:19<00:00,  2.05it/s]\nEpoch 0: |          | 2623/? [21:19<00:00,  2.05it/s]\nEpoch 0: |          | 2624/? [21:20<00:00,  2.05it/s]\nEpoch 0: |          | 2624/? [21:20<00:00,  2.05it/s]\nEpoch 0: |          | 2625/? [21:20<00:00,  2.05it/s]\nEpoch 0: |          | 2625/? [21:20<00:00,  2.05it/s]\nEpoch 0: |          | 2626/? [21:20<00:00,  2.05it/s]\nEpoch 0: |          | 2626/? [21:20<00:00,  2.05it/s]\nEpoch 0: |          | 2627/? [21:21<00:00,  2.05it/s]\nEpoch 0: |          | 2627/? [21:21<00:00,  2.05it/s]\nEpoch 0: |          | 2628/? [21:21<00:00,  2.05it/s]\nEpoch 0: |          | 2628/? [21:21<00:00,  2.05it/s]\nEpoch 0: |          | 2629/? [21:21<00:00,  2.05it/s]\nEpoch 0: |          | 2629/? [21:21<00:00,  2.05it/s]\nEpoch 0: |          | 2630/? [21:22<00:00,  2.05it/s]\nEpoch 0: |          | 2630/? [21:22<00:00,  2.05it/s]\nEpoch 0: |          | 2631/? [21:22<00:00,  2.05it/s]\nEpoch 0: |          | 2631/? [21:22<00:00,  2.05it/s]\nEpoch 0: |          | 2632/? [21:23<00:00,  2.05it/s]\nEpoch 0: |          | 2632/? [21:23<00:00,  2.05it/s]\nEpoch 0: |          | 2633/? [21:23<00:00,  2.05it/s]\nEpoch 0: |          | 2633/? [21:23<00:00,  2.05it/s]\nEpoch 0: |          | 2634/? [21:23<00:00,  2.05it/s]\nEpoch 0: |          | 2634/? [21:23<00:00,  2.05it/s]\nEpoch 0: |          | 2635/? [21:24<00:00,  2.05it/s]\nEpoch 0: |          | 2635/? [21:24<00:00,  2.05it/s]\nEpoch 0: |          | 2636/? [21:24<00:00,  2.05it/s]\nEpoch 0: |          | 2636/? [21:24<00:00,  2.05it/s]\nEpoch 0: |          | 2637/? [21:25<00:00,  2.05it/s]\nEpoch 0: |          | 2637/? [21:25<00:00,  2.05it/s]\nEpoch 0: |          | 2638/? [21:25<00:00,  2.05it/s]\nEpoch 0: |          | 2638/? [21:25<00:00,  2.05it/s]\nEpoch 0: |          | 2639/? [21:25<00:00,  2.05it/s]\nEpoch 0: |          | 2639/? [21:25<00:00,  2.05it/s]\nEpoch 0: |          | 2640/? [21:26<00:00,  2.05it/s]\nEpoch 0: |          | 2640/? [21:26<00:00,  2.05it/s]\nEpoch 0: |          | 2641/? [21:26<00:00,  2.05it/s]\nEpoch 0: |          | 2641/? [21:26<00:00,  2.05it/s]\nEpoch 0: |          | 2642/? [21:27<00:00,  2.05it/s]\nEpoch 0: |          | 2642/? [21:27<00:00,  2.05it/s]\nEpoch 0: |          | 2643/? [21:27<00:00,  2.05it/s]\nEpoch 0: |          | 2643/? [21:27<00:00,  2.05it/s]\nEpoch 0: |          | 2644/? [21:27<00:00,  2.05it/s]\nEpoch 0: |          | 2644/? [21:27<00:00,  2.05it/s]\nEpoch 0: |          | 2645/? [21:28<00:00,  2.05it/s]\nEpoch 0: |          | 2645/? [21:28<00:00,  2.05it/s]\nEpoch 0: |          | 2646/? [21:28<00:00,  2.05it/s]\nEpoch 0: |          | 2646/? [21:28<00:00,  2.05it/s]\nEpoch 0: |          | 2647/? [21:29<00:00,  2.05it/s]\nEpoch 0: |          | 2647/? [21:29<00:00,  2.05it/s]\nEpoch 0: |          | 2648/? [21:29<00:00,  2.05it/s]\nEpoch 0: |          | 2648/? [21:29<00:00,  2.05it/s]\nEpoch 0: |          | 2649/? [21:29<00:00,  2.05it/s]\nEpoch 0: |          | 2649/? [21:29<00:00,  2.05it/s]\nEpoch 0: |          | 2650/? [21:30<00:00,  2.05it/s]\nEpoch 0: |          | 2650/? [21:30<00:00,  2.05it/s]\nEpoch 0: |          | 2651/? [21:30<00:00,  2.05it/s]\nEpoch 0: |          | 2651/? [21:30<00:00,  2.05it/s]\nEpoch 0: |          | 2652/? [21:31<00:00,  2.05it/s]\nEpoch 0: |          | 2652/? [21:31<00:00,  2.05it/s]\nEpoch 0: |          | 2653/? [21:31<00:00,  2.05it/s]\nEpoch 0: |          | 2653/? [21:31<00:00,  2.05it/s]\nEpoch 0: |          | 2654/? [21:31<00:00,  2.05it/s]\nEpoch 0: |          | 2654/? [21:31<00:00,  2.05it/s]\nEpoch 0: |          | 2655/? [21:32<00:00,  2.05it/s]\nEpoch 0: |          | 2655/? [21:32<00:00,  2.05it/s]\nEpoch 0: |          | 2656/? [21:32<00:00,  2.05it/s]\nEpoch 0: |          | 2656/? [21:32<00:00,  2.05it/s]\nEpoch 0: |          | 2657/? [21:33<00:00,  2.05it/s]\nEpoch 0: |          | 2657/? [21:33<00:00,  2.05it/s]\nEpoch 0: |          | 2658/? [21:33<00:00,  2.05it/s]\nEpoch 0: |          | 2658/? [21:33<00:00,  2.05it/s]\nEpoch 0: |          | 2659/? [21:33<00:00,  2.06it/s]\nEpoch 0: |          | 2659/? [21:33<00:00,  2.06it/s]\nEpoch 0: |          | 2660/? [21:34<00:00,  2.06it/s]\nEpoch 0: |          | 2660/? [21:34<00:00,  2.06it/s]\nEpoch 0: |          | 2661/? [21:34<00:00,  2.06it/s]\nEpoch 0: |          | 2661/? [21:34<00:00,  2.06it/s]\nEpoch 0: |          | 2662/? [21:35<00:00,  2.06it/s]\nEpoch 0: |          | 2662/? [21:35<00:00,  2.06it/s]\nEpoch 0: |          | 2663/? [21:35<00:00,  2.06it/s]\nEpoch 0: |          | 2663/? [21:35<00:00,  2.06it/s]\nEpoch 0: |          | 2664/? [21:35<00:00,  2.06it/s]\nEpoch 0: |          | 2664/? [21:35<00:00,  2.06it/s]\nEpoch 0: |          | 2665/? [21:36<00:00,  2.06it/s]\nEpoch 0: |          | 2665/? [21:36<00:00,  2.06it/s]\nEpoch 0: |          | 2666/? [21:36<00:00,  2.06it/s]\nEpoch 0: |          | 2666/? [21:36<00:00,  2.06it/s]\nEpoch 0: |          | 2667/? [21:36<00:00,  2.06it/s]\nEpoch 0: |          | 2667/? [21:36<00:00,  2.06it/s]\nEpoch 0: |          | 2668/? [21:37<00:00,  2.06it/s]\nEpoch 0: |          | 2668/? [21:37<00:00,  2.06it/s]\nEpoch 0: |          | 2669/? [21:37<00:00,  2.06it/s]\nEpoch 0: |          | 2669/? [21:37<00:00,  2.06it/s]\nEpoch 0: |          | 2670/? [21:38<00:00,  2.06it/s]\nEpoch 0: |          | 2670/? [21:38<00:00,  2.06it/s]\nEpoch 0: |          | 2671/? [21:38<00:00,  2.06it/s]\nEpoch 0: |          | 2671/? [21:38<00:00,  2.06it/s]\nEpoch 0: |          | 2672/? [21:38<00:00,  2.06it/s]\nEpoch 0: |          | 2672/? [21:38<00:00,  2.06it/s]\nEpoch 0: |          | 2673/? [21:39<00:00,  2.06it/s]\nEpoch 0: |          | 2673/? [21:39<00:00,  2.06it/s]\nEpoch 0: |          | 2674/? [21:39<00:00,  2.06it/s]\nEpoch 0: |          | 2674/? [21:39<00:00,  2.06it/s]\nEpoch 0: |          | 2675/? [21:40<00:00,  2.06it/s]\nEpoch 0: |          | 2675/? [21:40<00:00,  2.06it/s]\nEpoch 0: |          | 2676/? [21:40<00:00,  2.06it/s]\nEpoch 0: |          | 2676/? [21:40<00:00,  2.06it/s]\nEpoch 0: |          | 2677/? [21:40<00:00,  2.06it/s]\nEpoch 0: |          | 2677/? [21:40<00:00,  2.06it/s]\nEpoch 0: |          | 2678/? [21:41<00:00,  2.06it/s]\nEpoch 0: |          | 2678/? [21:41<00:00,  2.06it/s]\nEpoch 0: |          | 2679/? [21:41<00:00,  2.06it/s]\nEpoch 0: |          | 2679/? [21:41<00:00,  2.06it/s]\nEpoch 0: |          | 2680/? [21:42<00:00,  2.06it/s]\nEpoch 0: |          | 2680/? [21:42<00:00,  2.06it/s]\nEpoch 0: |          | 2681/? [21:42<00:00,  2.06it/s]\nEpoch 0: |          | 2681/? [21:42<00:00,  2.06it/s]\nEpoch 0: |          | 2682/? [21:42<00:00,  2.06it/s]\nEpoch 0: |          | 2682/? [21:42<00:00,  2.06it/s]\nEpoch 0: |          | 2683/? [21:43<00:00,  2.06it/s]\nEpoch 0: |          | 2683/? [21:43<00:00,  2.06it/s]\nEpoch 0: |          | 2684/? [21:43<00:00,  2.06it/s]\nEpoch 0: |          | 2684/? [21:43<00:00,  2.06it/s]\nEpoch 0: |          | 2685/? [21:44<00:00,  2.06it/s]\nEpoch 0: |          | 2685/? [21:44<00:00,  2.06it/s]\nEpoch 0: |          | 2686/? [21:44<00:00,  2.06it/s]\nEpoch 0: |          | 2686/? [21:44<00:00,  2.06it/s]\nEpoch 0: |          | 2687/? [21:44<00:00,  2.06it/s]\nEpoch 0: |          | 2687/? [21:44<00:00,  2.06it/s]\nEpoch 0: |          | 2688/? [21:45<00:00,  2.06it/s]\nEpoch 0: |          | 2688/? [21:45<00:00,  2.06it/s]\nEpoch 0: |          | 2689/? [21:45<00:00,  2.06it/s]\nEpoch 0: |          | 2689/? [21:45<00:00,  2.06it/s]\nEpoch 0: |          | 2690/? [21:46<00:00,  2.06it/s]\nEpoch 0: |          | 2690/? [21:46<00:00,  2.06it/s]\nEpoch 0: |          | 2691/? [21:46<00:00,  2.06it/s]\nEpoch 0: |          | 2691/? [21:46<00:00,  2.06it/s]\nEpoch 0: |          | 2692/? [21:46<00:00,  2.06it/s]\nEpoch 0: |          | 2692/? [21:46<00:00,  2.06it/s]\nEpoch 0: |          | 2693/? [21:47<00:00,  2.06it/s]\nEpoch 0: |          | 2693/? [21:47<00:00,  2.06it/s]\nEpoch 0: |          | 2694/? [21:47<00:00,  2.06it/s]\nEpoch 0: |          | 2694/? [21:47<00:00,  2.06it/s]\nEpoch 0: |          | 2695/? [21:48<00:00,  2.06it/s]\nEpoch 0: |          | 2695/? [21:48<00:00,  2.06it/s]\nEpoch 0: |          | 2696/? [21:48<00:00,  2.06it/s]\nEpoch 0: |          | 2696/? [21:48<00:00,  2.06it/s]\nEpoch 0: |          | 2697/? [21:48<00:00,  2.06it/s]\nEpoch 0: |          | 2697/? [21:48<00:00,  2.06it/s]\nEpoch 0: |          | 2698/? [21:49<00:00,  2.06it/s]\nEpoch 0: |          | 2698/? [21:49<00:00,  2.06it/s]\nEpoch 0: |          | 2699/? [21:49<00:00,  2.06it/s]\nEpoch 0: |          | 2699/? [21:49<00:00,  2.06it/s]\nEpoch 0: |          | 2700/? [21:50<00:00,  2.06it/s]\nEpoch 0: |          | 2700/? [21:50<00:00,  2.06it/s]\nEpoch 0: |          | 2701/? [21:50<00:00,  2.06it/s]\nEpoch 0: |          | 2701/? [21:50<00:00,  2.06it/s]\nEpoch 0: |          | 2702/? [21:50<00:00,  2.06it/s]\nEpoch 0: |          | 2702/? [21:50<00:00,  2.06it/s]\nEpoch 0: |          | 2703/? [21:51<00:00,  2.06it/s]\nEpoch 0: |          | 2703/? [21:51<00:00,  2.06it/s]\nEpoch 0: |          | 2704/? [21:51<00:00,  2.06it/s]\nEpoch 0: |          | 2704/? [21:51<00:00,  2.06it/s]\nEpoch 0: |          | 2705/? [21:52<00:00,  2.06it/s]\nEpoch 0: |          | 2705/? [21:52<00:00,  2.06it/s]\nEpoch 0: |          | 2706/? [21:52<00:00,  2.06it/s]\nEpoch 0: |          | 2706/? [21:52<00:00,  2.06it/s]\nEpoch 0: |          | 2707/? [21:52<00:00,  2.06it/s]\nEpoch 0: |          | 2707/? [21:52<00:00,  2.06it/s]\nEpoch 0: |          | 2708/? [21:53<00:00,  2.06it/s]\nEpoch 0: |          | 2708/? [21:53<00:00,  2.06it/s]\nEpoch 0: |          | 2709/? [21:53<00:00,  2.06it/s]\nEpoch 0: |          | 2709/? [21:53<00:00,  2.06it/s]\nEpoch 0: |          | 2710/? [21:54<00:00,  2.06it/s]\nEpoch 0: |          | 2710/? [21:54<00:00,  2.06it/s]\nEpoch 0: |          | 2711/? [21:54<00:00,  2.06it/s]\nEpoch 0: |          | 2711/? [21:54<00:00,  2.06it/s]\nEpoch 0: |          | 2712/? [21:54<00:00,  2.06it/s]\nEpoch 0: |          | 2712/? [21:54<00:00,  2.06it/s]\nEpoch 0: |          | 2713/? [21:55<00:00,  2.06it/s]\nEpoch 0: |          | 2713/? [21:55<00:00,  2.06it/s]\nEpoch 0: |          | 2714/? [21:55<00:00,  2.06it/s]\nEpoch 0: |          | 2714/? [21:55<00:00,  2.06it/s]\nEpoch 0: |          | 2715/? [21:56<00:00,  2.06it/s]\nEpoch 0: |          | 2715/? [21:56<00:00,  2.06it/s]\nEpoch 0: |          | 2716/? [21:56<00:00,  2.06it/s]\nEpoch 0: |          | 2716/? [21:56<00:00,  2.06it/s]\nEpoch 0: |          | 2717/? [21:56<00:00,  2.06it/s]\nEpoch 0: |          | 2717/? [21:56<00:00,  2.06it/s]\nEpoch 0: |          | 2718/? [21:57<00:00,  2.06it/s]\nEpoch 0: |          | 2718/? [21:57<00:00,  2.06it/s]\nEpoch 0: |          | 2719/? [21:57<00:00,  2.06it/s]\nEpoch 0: |          | 2719/? [21:57<00:00,  2.06it/s]\nEpoch 0: |          | 2720/? [21:58<00:00,  2.06it/s]\nEpoch 0: |          | 2720/? [21:58<00:00,  2.06it/s]\nEpoch 0: |          | 2721/? [21:58<00:00,  2.06it/s]\nEpoch 0: |          | 2721/? [21:58<00:00,  2.06it/s]\nEpoch 0: |          | 2722/? [21:58<00:00,  2.06it/s]\nEpoch 0: |          | 2722/? [21:58<00:00,  2.06it/s]\nEpoch 0: |          | 2723/? [21:59<00:00,  2.06it/s]\nEpoch 0: |          | 2723/? [21:59<00:00,  2.06it/s]\nEpoch 0: |          | 2724/? [21:59<00:00,  2.06it/s]\nEpoch 0: |          | 2724/? [21:59<00:00,  2.06it/s]\nEpoch 0: |          | 2725/? [22:00<00:00,  2.06it/s]\nEpoch 0: |          | 2725/? [22:00<00:00,  2.06it/s]\nEpoch 0: |          | 2726/? [22:00<00:00,  2.06it/s]\nEpoch 0: |          | 2726/? [22:00<00:00,  2.06it/s]\nEpoch 0: |          | 2727/? [22:00<00:00,  2.06it/s]\nEpoch 0: |          | 2727/? [22:00<00:00,  2.06it/s]\nEpoch 0: |          | 2728/? [22:01<00:00,  2.06it/s]\nEpoch 0: |          | 2728/? [22:01<00:00,  2.06it/s]\nEpoch 0: |          | 2729/? [22:01<00:00,  2.06it/s]\nEpoch 0: |          | 2729/? [22:01<00:00,  2.06it/s]\nEpoch 0: |          | 2730/? [22:02<00:00,  2.06it/s]\nEpoch 0: |          | 2730/? [22:02<00:00,  2.06it/s]\nEpoch 0: |          | 2731/? [22:02<00:00,  2.07it/s]\nEpoch 0: |          | 2731/? [22:02<00:00,  2.07it/s]\nEpoch 0: |          | 2732/? [22:02<00:00,  2.07it/s]\nEpoch 0: |          | 2732/? [22:02<00:00,  2.07it/s]\nEpoch 0: |          | 2733/? [22:03<00:00,  2.07it/s]\nEpoch 0: |          | 2733/? [22:03<00:00,  2.07it/s]\nEpoch 0: |          | 2734/? [22:03<00:00,  2.07it/s]\nEpoch 0: |          | 2734/? [22:03<00:00,  2.07it/s]\nEpoch 0: |          | 2735/? [22:04<00:00,  2.07it/s]\nEpoch 0: |          | 2735/? [22:04<00:00,  2.07it/s]\nEpoch 0: |          | 2736/? [22:04<00:00,  2.07it/s]\nEpoch 0: |          | 2736/? [22:04<00:00,  2.07it/s]\nEpoch 0: |          | 2737/? [22:04<00:00,  2.07it/s]\nEpoch 0: |          | 2737/? [22:04<00:00,  2.07it/s]\nEpoch 0: |          | 2738/? [22:05<00:00,  2.07it/s]\nEpoch 0: |          | 2738/? [22:05<00:00,  2.07it/s]\nEpoch 0: |          | 2739/? [22:05<00:00,  2.07it/s]\nEpoch 0: |          | 2739/? [22:05<00:00,  2.07it/s]\nEpoch 0: |          | 2740/? [22:05<00:00,  2.07it/s]\nEpoch 0: |          | 2740/? [22:05<00:00,  2.07it/s]\nEpoch 0: |          | 2741/? [22:06<00:00,  2.07it/s]\nEpoch 0: |          | 2741/? [22:06<00:00,  2.07it/s]\nEpoch 0: |          | 2742/? [22:06<00:00,  2.07it/s]\nEpoch 0: |          | 2742/? [22:06<00:00,  2.07it/s]\nEpoch 0: |          | 2743/? [22:07<00:00,  2.07it/s]\nEpoch 0: |          | 2743/? [22:07<00:00,  2.07it/s]\nEpoch 0: |          | 2744/? [22:07<00:00,  2.07it/s]\nEpoch 0: |          | 2744/? [22:07<00:00,  2.07it/s]\nEpoch 0: |          | 2745/? [22:07<00:00,  2.07it/s]\nEpoch 0: |          | 2745/? [22:07<00:00,  2.07it/s]\nEpoch 0: |          | 2746/? [22:08<00:00,  2.07it/s]\nEpoch 0: |          | 2746/? [22:08<00:00,  2.07it/s]\nEpoch 0: |          | 2747/? [22:08<00:00,  2.07it/s]\nEpoch 0: |          | 2747/? [22:08<00:00,  2.07it/s]\nEpoch 0: |          | 2748/? [22:09<00:00,  2.07it/s]\nEpoch 0: |          | 2748/? [22:09<00:00,  2.07it/s]\nEpoch 0: |          | 2749/? [22:09<00:00,  2.07it/s]\nEpoch 0: |          | 2749/? [22:09<00:00,  2.07it/s]\nEpoch 0: |          | 2750/? [22:09<00:00,  2.07it/s]\nEpoch 0: |          | 2750/? [22:09<00:00,  2.07it/s]\nEpoch 0: |          | 2751/? [22:10<00:00,  2.07it/s]\nEpoch 0: |          | 2751/? [22:10<00:00,  2.07it/s]\nEpoch 0: |          | 2752/? [22:10<00:00,  2.07it/s]\nEpoch 0: |          | 2752/? [22:10<00:00,  2.07it/s]\nEpoch 0: |          | 2753/? [22:11<00:00,  2.07it/s]\nEpoch 0: |          | 2753/? [22:11<00:00,  2.07it/s]\nEpoch 0: |          | 2754/? [22:11<00:00,  2.07it/s]\nEpoch 0: |          | 2754/? [22:11<00:00,  2.07it/s]\nEpoch 0: |          | 2755/? [22:11<00:00,  2.07it/s]\nEpoch 0: |          | 2755/? [22:11<00:00,  2.07it/s]\nEpoch 0: |          | 2756/? [22:12<00:00,  2.07it/s]\nEpoch 0: |          | 2756/? [22:12<00:00,  2.07it/s]\nEpoch 0: |          | 2757/? [22:12<00:00,  2.07it/s]\nEpoch 0: |          | 2757/? [22:12<00:00,  2.07it/s]\nEpoch 0: |          | 2758/? [22:13<00:00,  2.07it/s]\nEpoch 0: |          | 2758/? [22:13<00:00,  2.07it/s]\nEpoch 0: |          | 2759/? [22:13<00:00,  2.07it/s]\nEpoch 0: |          | 2759/? [22:13<00:00,  2.07it/s]\nEpoch 0: |          | 2760/? [22:13<00:00,  2.07it/s]\nEpoch 0: |          | 2760/? [22:13<00:00,  2.07it/s]\nEpoch 0: |          | 2761/? [22:14<00:00,  2.07it/s]\nEpoch 0: |          | 2761/? [22:14<00:00,  2.07it/s]\nEpoch 0: |          | 2762/? [22:14<00:00,  2.07it/s]\nEpoch 0: |          | 2762/? [22:14<00:00,  2.07it/s]\nEpoch 0: |          | 2763/? [22:15<00:00,  2.07it/s]\nEpoch 0: |          | 2763/? [22:15<00:00,  2.07it/s]\nEpoch 0: |          | 2764/? [22:15<00:00,  2.07it/s]\nEpoch 0: |          | 2764/? [22:15<00:00,  2.07it/s]\nEpoch 0: |          | 2765/? [22:15<00:00,  2.07it/s]\nEpoch 0: |          | 2765/? [22:15<00:00,  2.07it/s]\nEpoch 0: |          | 2766/? [22:16<00:00,  2.07it/s]\nEpoch 0: |          | 2766/? [22:16<00:00,  2.07it/s]\nEpoch 0: |          | 2767/? [22:16<00:00,  2.07it/s]\nEpoch 0: |          | 2767/? [22:16<00:00,  2.07it/s]\nEpoch 0: |          | 2768/? [22:16<00:00,  2.07it/s]\nEpoch 0: |          | 2768/? [22:16<00:00,  2.07it/s]\nEpoch 0: |          | 2769/? [22:17<00:00,  2.07it/s]\nEpoch 0: |          | 2769/? [22:17<00:00,  2.07it/s]\nEpoch 0: |          | 2770/? [22:17<00:00,  2.07it/s]\nEpoch 0: |          | 2770/? [22:17<00:00,  2.07it/s]\nEpoch 0: |          | 2771/? [22:18<00:00,  2.07it/s]\nEpoch 0: |          | 2771/? [22:18<00:00,  2.07it/s]\nEpoch 0: |          | 2772/? [22:18<00:00,  2.07it/s]\nEpoch 0: |          | 2772/? [22:18<00:00,  2.07it/s]\nEpoch 0: |          | 2773/? [22:18<00:00,  2.07it/s]\nEpoch 0: |          | 2773/? [22:18<00:00,  2.07it/s]\nEpoch 0: |          | 2774/? [22:19<00:00,  2.07it/s]\nEpoch 0: |          | 2774/? [22:19<00:00,  2.07it/s]\nEpoch 0: |          | 2775/? [22:19<00:00,  2.07it/s]\nEpoch 0: |          | 2775/? [22:19<00:00,  2.07it/s]\nEpoch 0: |          | 2776/? [22:20<00:00,  2.07it/s]\nEpoch 0: |          | 2776/? [22:20<00:00,  2.07it/s]\nEpoch 0: |          | 2777/? [22:20<00:00,  2.07it/s]\nEpoch 0: |          | 2777/? [22:20<00:00,  2.07it/s]\nEpoch 0: |          | 2778/? [22:20<00:00,  2.07it/s]\nEpoch 0: |          | 2778/? [22:20<00:00,  2.07it/s]\nEpoch 0: |          | 2779/? [22:21<00:00,  2.07it/s]\nEpoch 0: |          | 2779/? [22:21<00:00,  2.07it/s]\nEpoch 0: |          | 2780/? [22:21<00:00,  2.07it/s]\nEpoch 0: |          | 2780/? [22:21<00:00,  2.07it/s]\nEpoch 0: |          | 2781/? [22:22<00:00,  2.07it/s]\nEpoch 0: |          | 2781/? [22:22<00:00,  2.07it/s]\nEpoch 0: |          | 2782/? [22:22<00:00,  2.07it/s]\nEpoch 0: |          | 2782/? [22:22<00:00,  2.07it/s]\nEpoch 0: |          | 2783/? [22:22<00:00,  2.07it/s]\nEpoch 0: |          | 2783/? [22:22<00:00,  2.07it/s]\nEpoch 0: |          | 2784/? [22:23<00:00,  2.07it/s]\nEpoch 0: |          | 2784/? [22:23<00:00,  2.07it/s]\nEpoch 0: |          | 2785/? [22:23<00:00,  2.07it/s]\nEpoch 0: |          | 2785/? [22:23<00:00,  2.07it/s]\nEpoch 0: |          | 2786/? [22:24<00:00,  2.07it/s]\nEpoch 0: |          | 2786/? [22:24<00:00,  2.07it/s]\nEpoch 0: |          | 2787/? [22:24<00:00,  2.07it/s]\nEpoch 0: |          | 2787/? [22:24<00:00,  2.07it/s]\nEpoch 0: |          | 2788/? [22:24<00:00,  2.07it/s]\nEpoch 0: |          | 2788/? [22:24<00:00,  2.07it/s]\nEpoch 0: |          | 2789/? [22:25<00:00,  2.07it/s]\nEpoch 0: |          | 2789/? [22:25<00:00,  2.07it/s]\nEpoch 0: |          | 2790/? [22:25<00:00,  2.07it/s]\nEpoch 0: |          | 2790/? [22:25<00:00,  2.07it/s]\nEpoch 0: |          | 2791/? [22:26<00:00,  2.07it/s]\nEpoch 0: |          | 2791/? [22:26<00:00,  2.07it/s]\nEpoch 0: |          | 2792/? [22:26<00:00,  2.07it/s]\nEpoch 0: |          | 2792/? [22:26<00:00,  2.07it/s]\nEpoch 0: |          | 2793/? [22:26<00:00,  2.07it/s]\nEpoch 0: |          | 2793/? [22:26<00:00,  2.07it/s]\nEpoch 0: |          | 2794/? [22:27<00:00,  2.07it/s]\nEpoch 0: |          | 2794/? [22:27<00:00,  2.07it/s]\nEpoch 0: |          | 2795/? [22:27<00:00,  2.07it/s]\nEpoch 0: |          | 2795/? [22:27<00:00,  2.07it/s]\nEpoch 0: |          | 2796/? [22:28<00:00,  2.07it/s]\nEpoch 0: |          | 2796/? [22:28<00:00,  2.07it/s]\nEpoch 0: |          | 2797/? [22:28<00:00,  2.07it/s]\nEpoch 0: |          | 2797/? [22:28<00:00,  2.07it/s]\nEpoch 0: |          | 2798/? [22:28<00:00,  2.07it/s]\nEpoch 0: |          | 2798/? [22:28<00:00,  2.07it/s]\nEpoch 0: |          | 2799/? [22:29<00:00,  2.07it/s]\nEpoch 0: |          | 2799/? [22:29<00:00,  2.07it/s]\nEpoch 0: |          | 2800/? [22:29<00:00,  2.07it/s]\nEpoch 0: |          | 2800/? [22:29<00:00,  2.07it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  5.82it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  5.86it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  5.96it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.09it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 2800/? [22:30<00:00,  2.07it/s]\nEpoch 0: |          | 2801/? [22:30<00:00,  2.07it/s]\nEpoch 0: |          | 2801/? [22:30<00:00,  2.07it/s]\nEpoch 0: |          | 2802/? [22:31<00:00,  2.07it/s]\nEpoch 0: |          | 2802/? [22:31<00:00,  2.07it/s]\nEpoch 0: |          | 2803/? [22:31<00:00,  2.07it/s]\nEpoch 0: |          | 2803/? [22:31<00:00,  2.07it/s]\nEpoch 0: |          | 2804/? [22:31<00:00,  2.07it/s]\nEpoch 0: |          | 2804/? [22:31<00:00,  2.07it/s]\nEpoch 0: |          | 2805/? [22:32<00:00,  2.07it/s]\nEpoch 0: |          | 2805/? [22:32<00:00,  2.07it/s]\nEpoch 0: |          | 2806/? [22:32<00:00,  2.07it/s]\nEpoch 0: |          | 2806/? [22:32<00:00,  2.07it/s]\nEpoch 0: |          | 2807/? [22:33<00:00,  2.07it/s]\nEpoch 0: |          | 2807/? [22:33<00:00,  2.07it/s]\nEpoch 0: |          | 2808/? [22:33<00:00,  2.07it/s]\nEpoch 0: |          | 2808/? [22:33<00:00,  2.07it/s]\nEpoch 0: |          | 2809/? [22:33<00:00,  2.07it/s]\nEpoch 0: |          | 2809/? [22:33<00:00,  2.07it/s]\nEpoch 0: |          | 2810/? [22:34<00:00,  2.08it/s]\nEpoch 0: |          | 2810/? [22:34<00:00,  2.08it/s]\nEpoch 0: |          | 2811/? [22:34<00:00,  2.08it/s]\nEpoch 0: |          | 2811/? [22:34<00:00,  2.08it/s]\nEpoch 0: |          | 2812/? [22:34<00:00,  2.08it/s]\nEpoch 0: |          | 2812/? [22:34<00:00,  2.08it/s]\nEpoch 0: |          | 2813/? [22:35<00:00,  2.08it/s]\nEpoch 0: |          | 2813/? [22:35<00:00,  2.08it/s]\nEpoch 0: |          | 2814/? [22:35<00:00,  2.08it/s]\nEpoch 0: |          | 2814/? [22:35<00:00,  2.08it/s]\nEpoch 0: |          | 2815/? [22:36<00:00,  2.08it/s]\nEpoch 0: |          | 2815/? [22:36<00:00,  2.08it/s]\nEpoch 0: |          | 2816/? [22:36<00:00,  2.08it/s]\nEpoch 0: |          | 2816/? [22:36<00:00,  2.08it/s]\nEpoch 0: |          | 2817/? [22:36<00:00,  2.08it/s]\nEpoch 0: |          | 2817/? [22:36<00:00,  2.08it/s]\nEpoch 0: |          | 2818/? [22:37<00:00,  2.08it/s]\nEpoch 0: |          | 2818/? [22:37<00:00,  2.08it/s]\nEpoch 0: |          | 2819/? [22:37<00:00,  2.08it/s]\nEpoch 0: |          | 2819/? [22:37<00:00,  2.08it/s]\nEpoch 0: |          | 2820/? [22:38<00:00,  2.08it/s]\nEpoch 0: |          | 2820/? [22:38<00:00,  2.08it/s]\nEpoch 0: |          | 2821/? [22:38<00:00,  2.08it/s]\nEpoch 0: |          | 2821/? [22:38<00:00,  2.08it/s]\nEpoch 0: |          | 2822/? [22:38<00:00,  2.08it/s]\nEpoch 0: |          | 2822/? [22:38<00:00,  2.08it/s]\nEpoch 0: |          | 2823/? [22:39<00:00,  2.08it/s]\nEpoch 0: |          | 2823/? [22:39<00:00,  2.08it/s]\nEpoch 0: |          | 2824/? [22:39<00:00,  2.08it/s]\nEpoch 0: |          | 2824/? [22:39<00:00,  2.08it/s]\nEpoch 0: |          | 2825/? [22:40<00:00,  2.08it/s]\nEpoch 0: |          | 2825/? [22:40<00:00,  2.08it/s]\nEpoch 0: |          | 2826/? [22:40<00:00,  2.08it/s]\nEpoch 0: |          | 2826/? [22:40<00:00,  2.08it/s]\nEpoch 0: |          | 2827/? [22:40<00:00,  2.08it/s]\nEpoch 0: |          | 2827/? [22:40<00:00,  2.08it/s]\nEpoch 0: |          | 2828/? [22:41<00:00,  2.08it/s]\nEpoch 0: |          | 2828/? [22:41<00:00,  2.08it/s]\nEpoch 0: |          | 2829/? [22:41<00:00,  2.08it/s]\nEpoch 0: |          | 2829/? [22:41<00:00,  2.08it/s]\nEpoch 0: |          | 2830/? [22:42<00:00,  2.08it/s]\nEpoch 0: |          | 2830/? [22:42<00:00,  2.08it/s]\nEpoch 0: |          | 2831/? [22:42<00:00,  2.08it/s]\nEpoch 0: |          | 2831/? [22:42<00:00,  2.08it/s]\nEpoch 0: |          | 2832/? [22:42<00:00,  2.08it/s]\nEpoch 0: |          | 2832/? [22:42<00:00,  2.08it/s]\nEpoch 0: |          | 2833/? [22:43<00:00,  2.08it/s]\nEpoch 0: |          | 2833/? [22:43<00:00,  2.08it/s]\nEpoch 0: |          | 2834/? [22:43<00:00,  2.08it/s]\nEpoch 0: |          | 2834/? [22:43<00:00,  2.08it/s]\nEpoch 0: |          | 2835/? [22:44<00:00,  2.08it/s]\nEpoch 0: |          | 2835/? [22:44<00:00,  2.08it/s]\nEpoch 0: |          | 2836/? [22:44<00:00,  2.08it/s]\nEpoch 0: |          | 2836/? [22:44<00:00,  2.08it/s]\nEpoch 0: |          | 2837/? [22:44<00:00,  2.08it/s]\nEpoch 0: |          | 2837/? [22:44<00:00,  2.08it/s]\nEpoch 0: |          | 2838/? [22:45<00:00,  2.08it/s]\nEpoch 0: |          | 2838/? [22:45<00:00,  2.08it/s]\nEpoch 0: |          | 2839/? [22:45<00:00,  2.08it/s]\nEpoch 0: |          | 2839/? [22:45<00:00,  2.08it/s]\nEpoch 0: |          | 2840/? [22:46<00:00,  2.08it/s]\nEpoch 0: |          | 2840/? [22:46<00:00,  2.08it/s]\nEpoch 0: |          | 2841/? [22:46<00:00,  2.08it/s]\nEpoch 0: |          | 2841/? [22:46<00:00,  2.08it/s]\nEpoch 0: |          | 2842/? [22:46<00:00,  2.08it/s]\nEpoch 0: |          | 2842/? [22:46<00:00,  2.08it/s]\nEpoch 0: |          | 2843/? [22:47<00:00,  2.08it/s]\nEpoch 0: |          | 2843/? [22:47<00:00,  2.08it/s]\nEpoch 0: |          | 2844/? [22:47<00:00,  2.08it/s]\nEpoch 0: |          | 2844/? [22:47<00:00,  2.08it/s]\nEpoch 0: |          | 2845/? [22:48<00:00,  2.08it/s]\nEpoch 0: |          | 2845/? [22:48<00:00,  2.08it/s]\nEpoch 0: |          | 2846/? [22:48<00:00,  2.08it/s]\nEpoch 0: |          | 2846/? [22:48<00:00,  2.08it/s]\nEpoch 0: |          | 2847/? [22:48<00:00,  2.08it/s]\nEpoch 0: |          | 2847/? [22:48<00:00,  2.08it/s]\nEpoch 0: |          | 2848/? [22:49<00:00,  2.08it/s]\nEpoch 0: |          | 2848/? [22:49<00:00,  2.08it/s]\nEpoch 0: |          | 2849/? [22:49<00:00,  2.08it/s]\nEpoch 0: |          | 2849/? [22:49<00:00,  2.08it/s]\nEpoch 0: |          | 2850/? [22:49<00:00,  2.08it/s]\nEpoch 0: |          | 2850/? [22:49<00:00,  2.08it/s]\nEpoch 0: |          | 2851/? [22:50<00:00,  2.08it/s]\nEpoch 0: |          | 2851/? [22:50<00:00,  2.08it/s]\nEpoch 0: |          | 2852/? [22:50<00:00,  2.08it/s]\nEpoch 0: |          | 2852/? [22:50<00:00,  2.08it/s]\nEpoch 0: |          | 2853/? [22:51<00:00,  2.08it/s]\nEpoch 0: |          | 2853/? [22:51<00:00,  2.08it/s]\nEpoch 0: |          | 2854/? [22:51<00:00,  2.08it/s]\nEpoch 0: |          | 2854/? [22:51<00:00,  2.08it/s]\nEpoch 0: |          | 2855/? [22:51<00:00,  2.08it/s]\nEpoch 0: |          | 2855/? [22:51<00:00,  2.08it/s]\nEpoch 0: |          | 2856/? [22:52<00:00,  2.08it/s]\nEpoch 0: |          | 2856/? [22:52<00:00,  2.08it/s]\nEpoch 0: |          | 2857/? [22:52<00:00,  2.08it/s]\nEpoch 0: |          | 2857/? [22:52<00:00,  2.08it/s]\nEpoch 0: |          | 2858/? [22:53<00:00,  2.08it/s]\nEpoch 0: |          | 2858/? [22:53<00:00,  2.08it/s]\nEpoch 0: |          | 2859/? [22:53<00:00,  2.08it/s]\nEpoch 0: |          | 2859/? [22:53<00:00,  2.08it/s]\nEpoch 0: |          | 2860/? [22:53<00:00,  2.08it/s]\nEpoch 0: |          | 2860/? [22:53<00:00,  2.08it/s]\nEpoch 0: |          | 2861/? [22:54<00:00,  2.08it/s]\nEpoch 0: |          | 2861/? [22:54<00:00,  2.08it/s]\nEpoch 0: |          | 2862/? [22:54<00:00,  2.08it/s]\nEpoch 0: |          | 2862/? [22:54<00:00,  2.08it/s]\nEpoch 0: |          | 2863/? [22:55<00:00,  2.08it/s]\nEpoch 0: |          | 2863/? [22:55<00:00,  2.08it/s]\nEpoch 0: |          | 2864/? [22:55<00:00,  2.08it/s]\nEpoch 0: |          | 2864/? [22:55<00:00,  2.08it/s]\nEpoch 0: |          | 2865/? [22:55<00:00,  2.08it/s]\nEpoch 0: |          | 2865/? [22:55<00:00,  2.08it/s]\nEpoch 0: |          | 2866/? [22:56<00:00,  2.08it/s]\nEpoch 0: |          | 2866/? [22:56<00:00,  2.08it/s]\nEpoch 0: |          | 2867/? [22:56<00:00,  2.08it/s]\nEpoch 0: |          | 2867/? [22:56<00:00,  2.08it/s]\nEpoch 0: |          | 2868/? [22:57<00:00,  2.08it/s]\nEpoch 0: |          | 2868/? [22:57<00:00,  2.08it/s]\nEpoch 0: |          | 2869/? [22:57<00:00,  2.08it/s]\nEpoch 0: |          | 2869/? [22:57<00:00,  2.08it/s]\nEpoch 0: |          | 2870/? [22:57<00:00,  2.08it/s]\nEpoch 0: |          | 2870/? [22:57<00:00,  2.08it/s]\nEpoch 0: |          | 2871/? [22:58<00:00,  2.08it/s]\nEpoch 0: |          | 2871/? [22:58<00:00,  2.08it/s]\nEpoch 0: |          | 2872/? [22:58<00:00,  2.08it/s]\nEpoch 0: |          | 2872/? [22:58<00:00,  2.08it/s]\nEpoch 0: |          | 2873/? [22:59<00:00,  2.08it/s]\nEpoch 0: |          | 2873/? [22:59<00:00,  2.08it/s]\nEpoch 0: |          | 2874/? [22:59<00:00,  2.08it/s]\nEpoch 0: |          | 2874/? [22:59<00:00,  2.08it/s]\nEpoch 0: |          | 2875/? [22:59<00:00,  2.08it/s]\nEpoch 0: |          | 2875/? [22:59<00:00,  2.08it/s]\nEpoch 0: |          | 2876/? [23:00<00:00,  2.08it/s]\nEpoch 0: |          | 2876/? [23:00<00:00,  2.08it/s]\nEpoch 0: |          | 2877/? [23:00<00:00,  2.08it/s]\nEpoch 0: |          | 2877/? [23:00<00:00,  2.08it/s]\nEpoch 0: |          | 2878/? [23:01<00:00,  2.08it/s]\nEpoch 0: |          | 2878/? [23:01<00:00,  2.08it/s]\nEpoch 0: |          | 2879/? [23:01<00:00,  2.08it/s]\nEpoch 0: |          | 2879/? [23:01<00:00,  2.08it/s]\nEpoch 0: |          | 2880/? [23:01<00:00,  2.08it/s]\nEpoch 0: |          | 2880/? [23:01<00:00,  2.08it/s]\nEpoch 0: |          | 2881/? [23:02<00:00,  2.08it/s]\nEpoch 0: |          | 2881/? [23:02<00:00,  2.08it/s]\nEpoch 0: |          | 2882/? [23:02<00:00,  2.08it/s]\nEpoch 0: |          | 2882/? [23:02<00:00,  2.08it/s]\nEpoch 0: |          | 2883/? [23:02<00:00,  2.08it/s]\nEpoch 0: |          | 2883/? [23:02<00:00,  2.08it/s]\nEpoch 0: |          | 2884/? [23:03<00:00,  2.08it/s]\nEpoch 0: |          | 2884/? [23:03<00:00,  2.08it/s]\nEpoch 0: |          | 2885/? [23:03<00:00,  2.08it/s]\nEpoch 0: |          | 2885/? [23:03<00:00,  2.08it/s]\nEpoch 0: |          | 2886/? [23:04<00:00,  2.08it/s]\nEpoch 0: |          | 2886/? [23:04<00:00,  2.08it/s]\nEpoch 0: |          | 2887/? [23:04<00:00,  2.09it/s]\nEpoch 0: |          | 2887/? [23:04<00:00,  2.09it/s]\nEpoch 0: |          | 2888/? [23:04<00:00,  2.09it/s]\nEpoch 0: |          | 2888/? [23:04<00:00,  2.09it/s]\nEpoch 0: |          | 2889/? [23:05<00:00,  2.09it/s]\nEpoch 0: |          | 2889/? [23:05<00:00,  2.09it/s]\nEpoch 0: |          | 2890/? [23:05<00:00,  2.09it/s]\nEpoch 0: |          | 2890/? [23:05<00:00,  2.09it/s]\nEpoch 0: |          | 2891/? [23:06<00:00,  2.09it/s]\nEpoch 0: |          | 2891/? [23:06<00:00,  2.09it/s]\nEpoch 0: |          | 2892/? [23:06<00:00,  2.09it/s]\nEpoch 0: |          | 2892/? [23:06<00:00,  2.09it/s]\nEpoch 0: |          | 2893/? [23:06<00:00,  2.09it/s]\nEpoch 0: |          | 2893/? [23:06<00:00,  2.09it/s]\nEpoch 0: |          | 2894/? [23:07<00:00,  2.09it/s]\nEpoch 0: |          | 2894/? [23:07<00:00,  2.09it/s]\nEpoch 0: |          | 2895/? [23:07<00:00,  2.09it/s]\nEpoch 0: |          | 2895/? [23:07<00:00,  2.09it/s]\nEpoch 0: |          | 2896/? [23:08<00:00,  2.09it/s]\nEpoch 0: |          | 2896/? [23:08<00:00,  2.09it/s]\nEpoch 0: |          | 2897/? [23:08<00:00,  2.09it/s]\nEpoch 0: |          | 2897/? [23:08<00:00,  2.09it/s]\nEpoch 0: |          | 2898/? [23:08<00:00,  2.09it/s]\nEpoch 0: |          | 2898/? [23:08<00:00,  2.09it/s]\nEpoch 0: |          | 2899/? [23:09<00:00,  2.09it/s]\nEpoch 0: |          | 2899/? [23:09<00:00,  2.09it/s]\nEpoch 0: |          | 2900/? [23:09<00:00,  2.09it/s]\nEpoch 0: |          | 2900/? [23:09<00:00,  2.09it/s]\nEpoch 0: |          | 2901/? [23:10<00:00,  2.09it/s]\nEpoch 0: |          | 2901/? [23:10<00:00,  2.09it/s]\nEpoch 0: |          | 2902/? [23:10<00:00,  2.09it/s]\nEpoch 0: |          | 2902/? [23:10<00:00,  2.09it/s]\nEpoch 0: |          | 2903/? [23:10<00:00,  2.09it/s]\nEpoch 0: |          | 2903/? [23:10<00:00,  2.09it/s]\nEpoch 0: |          | 2904/? [23:11<00:00,  2.09it/s]\nEpoch 0: |          | 2904/? [23:11<00:00,  2.09it/s]\nEpoch 0: |          | 2905/? [23:11<00:00,  2.09it/s]\nEpoch 0: |          | 2905/? [23:11<00:00,  2.09it/s]\nEpoch 0: |          | 2906/? [23:12<00:00,  2.09it/s]\nEpoch 0: |          | 2906/? [23:12<00:00,  2.09it/s]\nEpoch 0: |          | 2907/? [23:12<00:00,  2.09it/s]\nEpoch 0: |          | 2907/? [23:12<00:00,  2.09it/s]\nEpoch 0: |          | 2908/? [23:12<00:00,  2.09it/s]\nEpoch 0: |          | 2908/? [23:12<00:00,  2.09it/s]\nEpoch 0: |          | 2909/? [23:13<00:00,  2.09it/s]\nEpoch 0: |          | 2909/? [23:13<00:00,  2.09it/s]\nEpoch 0: |          | 2910/? [23:13<00:00,  2.09it/s]\nEpoch 0: |          | 2910/? [23:13<00:00,  2.09it/s]\nEpoch 0: |          | 2911/? [23:14<00:00,  2.09it/s]\nEpoch 0: |          | 2911/? [23:14<00:00,  2.09it/s]\nEpoch 0: |          | 2912/? [23:14<00:00,  2.09it/s]\nEpoch 0: |          | 2912/? [23:14<00:00,  2.09it/s]\nEpoch 0: |          | 2913/? [23:14<00:00,  2.09it/s]\nEpoch 0: |          | 2913/? [23:14<00:00,  2.09it/s]\nEpoch 0: |          | 2914/? [23:15<00:00,  2.09it/s]\nEpoch 0: |          | 2914/? [23:15<00:00,  2.09it/s]\nEpoch 0: |          | 2915/? [23:15<00:00,  2.09it/s]\nEpoch 0: |          | 2915/? [23:15<00:00,  2.09it/s]\nEpoch 0: |          | 2916/? [23:16<00:00,  2.09it/s]\nEpoch 0: |          | 2916/? [23:16<00:00,  2.09it/s]\nEpoch 0: |          | 2917/? [23:16<00:00,  2.09it/s]\nEpoch 0: |          | 2917/? [23:16<00:00,  2.09it/s]\nEpoch 0: |          | 2918/? [23:16<00:00,  2.09it/s]\nEpoch 0: |          | 2918/? [23:16<00:00,  2.09it/s]\nEpoch 0: |          | 2919/? [23:17<00:00,  2.09it/s]\nEpoch 0: |          | 2919/? [23:17<00:00,  2.09it/s]\nEpoch 0: |          | 2920/? [23:17<00:00,  2.09it/s]\nEpoch 0: |          | 2920/? [23:17<00:00,  2.09it/s]\nEpoch 0: |          | 2921/? [23:17<00:00,  2.09it/s]\nEpoch 0: |          | 2921/? [23:17<00:00,  2.09it/s]\nEpoch 0: |          | 2922/? [23:18<00:00,  2.09it/s]\nEpoch 0: |          | 2922/? [23:18<00:00,  2.09it/s]\nEpoch 0: |          | 2923/? [23:18<00:00,  2.09it/s]\nEpoch 0: |          | 2923/? [23:18<00:00,  2.09it/s]\nEpoch 0: |          | 2924/? [23:19<00:00,  2.09it/s]\nEpoch 0: |          | 2924/? [23:19<00:00,  2.09it/s]\nEpoch 0: |          | 2925/? [23:19<00:00,  2.09it/s]\nEpoch 0: |          | 2925/? [23:19<00:00,  2.09it/s]\nEpoch 0: |          | 2926/? [23:19<00:00,  2.09it/s]\nEpoch 0: |          | 2926/? [23:19<00:00,  2.09it/s]\nEpoch 0: |          | 2927/? [23:20<00:00,  2.09it/s]\nEpoch 0: |          | 2927/? [23:20<00:00,  2.09it/s]\nEpoch 0: |          | 2928/? [23:20<00:00,  2.09it/s]\nEpoch 0: |          | 2928/? [23:20<00:00,  2.09it/s]\nEpoch 0: |          | 2929/? [23:21<00:00,  2.09it/s]\nEpoch 0: |          | 2929/? [23:21<00:00,  2.09it/s]\nEpoch 0: |          | 2930/? [23:21<00:00,  2.09it/s]\nEpoch 0: |          | 2930/? [23:21<00:00,  2.09it/s]\nEpoch 0: |          | 2931/? [23:21<00:00,  2.09it/s]\nEpoch 0: |          | 2931/? [23:21<00:00,  2.09it/s]\nEpoch 0: |          | 2932/? [23:22<00:00,  2.09it/s]\nEpoch 0: |          | 2932/? [23:22<00:00,  2.09it/s]\nEpoch 0: |          | 2933/? [23:22<00:00,  2.09it/s]\nEpoch 0: |          | 2933/? [23:22<00:00,  2.09it/s]\nEpoch 0: |          | 2934/? [23:23<00:00,  2.09it/s]\nEpoch 0: |          | 2934/? [23:23<00:00,  2.09it/s]\nEpoch 0: |          | 2935/? [23:23<00:00,  2.09it/s]\nEpoch 0: |          | 2935/? [23:23<00:00,  2.09it/s]\nEpoch 0: |          | 2936/? [23:23<00:00,  2.09it/s]\nEpoch 0: |          | 2936/? [23:23<00:00,  2.09it/s]\nEpoch 0: |          | 2937/? [23:24<00:00,  2.09it/s]\nEpoch 0: |          | 2937/? [23:24<00:00,  2.09it/s]\nEpoch 0: |          | 2938/? [23:24<00:00,  2.09it/s]\nEpoch 0: |          | 2938/? [23:24<00:00,  2.09it/s]\nEpoch 0: |          | 2939/? [23:24<00:00,  2.09it/s]\nEpoch 0: |          | 2939/? [23:24<00:00,  2.09it/s]\nEpoch 0: |          | 2940/? [23:25<00:00,  2.09it/s]\nEpoch 0: |          | 2940/? [23:25<00:00,  2.09it/s]\nEpoch 0: |          | 2941/? [23:25<00:00,  2.09it/s]\nEpoch 0: |          | 2941/? [23:25<00:00,  2.09it/s]\nEpoch 0: |          | 2942/? [23:26<00:00,  2.09it/s]\nEpoch 0: |          | 2942/? [23:26<00:00,  2.09it/s]\nEpoch 0: |          | 2943/? [23:26<00:00,  2.09it/s]\nEpoch 0: |          | 2943/? [23:26<00:00,  2.09it/s]\nEpoch 0: |          | 2944/? [23:26<00:00,  2.09it/s]\nEpoch 0: |          | 2944/? [23:26<00:00,  2.09it/s]\nEpoch 0: |          | 2945/? [23:27<00:00,  2.09it/s]\nEpoch 0: |          | 2945/? [23:27<00:00,  2.09it/s]\nEpoch 0: |          | 2946/? [23:27<00:00,  2.09it/s]\nEpoch 0: |          | 2946/? [23:27<00:00,  2.09it/s]\nEpoch 0: |          | 2947/? [23:28<00:00,  2.09it/s]\nEpoch 0: |          | 2947/? [23:28<00:00,  2.09it/s]\nEpoch 0: |          | 2948/? [23:28<00:00,  2.09it/s]\nEpoch 0: |          | 2948/? [23:28<00:00,  2.09it/s]\nEpoch 0: |          | 2949/? [23:28<00:00,  2.09it/s]\nEpoch 0: |          | 2949/? [23:28<00:00,  2.09it/s]\nEpoch 0: |          | 2950/? [23:29<00:00,  2.09it/s]\nEpoch 0: |          | 2950/? [23:29<00:00,  2.09it/s]\nEpoch 0: |          | 2951/? [23:29<00:00,  2.09it/s]\nEpoch 0: |          | 2951/? [23:29<00:00,  2.09it/s]\nEpoch 0: |          | 2952/? [23:30<00:00,  2.09it/s]\nEpoch 0: |          | 2952/? [23:30<00:00,  2.09it/s]\nEpoch 0: |          | 2953/? [23:30<00:00,  2.09it/s]\nEpoch 0: |          | 2953/? [23:30<00:00,  2.09it/s]\nEpoch 0: |          | 2954/? [23:30<00:00,  2.09it/s]\nEpoch 0: |          | 2954/? [23:30<00:00,  2.09it/s]\nEpoch 0: |          | 2955/? [23:31<00:00,  2.09it/s]\nEpoch 0: |          | 2955/? [23:31<00:00,  2.09it/s]\nEpoch 0: |          | 2956/? [23:31<00:00,  2.09it/s]\nEpoch 0: |          | 2956/? [23:31<00:00,  2.09it/s]\nEpoch 0: |          | 2957/? [23:32<00:00,  2.09it/s]\nEpoch 0: |          | 2957/? [23:32<00:00,  2.09it/s]\nEpoch 0: |          | 2958/? [23:32<00:00,  2.09it/s]\nEpoch 0: |          | 2958/? [23:32<00:00,  2.09it/s]\nEpoch 0: |          | 2959/? [23:32<00:00,  2.09it/s]\nEpoch 0: |          | 2959/? [23:32<00:00,  2.09it/s]\nEpoch 0: |          | 2960/? [23:33<00:00,  2.09it/s]\nEpoch 0: |          | 2960/? [23:33<00:00,  2.09it/s]\nEpoch 0: |          | 2961/? [23:33<00:00,  2.09it/s]\nEpoch 0: |          | 2961/? [23:33<00:00,  2.09it/s]\nEpoch 0: |          | 2962/? [23:33<00:00,  2.09it/s]\nEpoch 0: |          | 2962/? [23:33<00:00,  2.09it/s]\nEpoch 0: |          | 2963/? [23:34<00:00,  2.09it/s]\nEpoch 0: |          | 2963/? [23:34<00:00,  2.09it/s]\nEpoch 0: |          | 2964/? [23:34<00:00,  2.10it/s]\nEpoch 0: |          | 2964/? [23:34<00:00,  2.10it/s]\nEpoch 0: |          | 2965/? [23:35<00:00,  2.10it/s]\nEpoch 0: |          | 2965/? [23:35<00:00,  2.10it/s]\nEpoch 0: |          | 2966/? [23:35<00:00,  2.10it/s]\nEpoch 0: |          | 2966/? [23:35<00:00,  2.10it/s]\nEpoch 0: |          | 2967/? [23:35<00:00,  2.10it/s]\nEpoch 0: |          | 2967/? [23:35<00:00,  2.10it/s]\nEpoch 0: |          | 2968/? [23:36<00:00,  2.10it/s]\nEpoch 0: |          | 2968/? [23:36<00:00,  2.10it/s]\nEpoch 0: |          | 2969/? [23:36<00:00,  2.10it/s]\nEpoch 0: |          | 2969/? [23:36<00:00,  2.10it/s]\nEpoch 0: |          | 2970/? [23:37<00:00,  2.10it/s]\nEpoch 0: |          | 2970/? [23:37<00:00,  2.10it/s]\nEpoch 0: |          | 2971/? [23:37<00:00,  2.10it/s]\nEpoch 0: |          | 2971/? [23:37<00:00,  2.10it/s]\nEpoch 0: |          | 2972/? [23:37<00:00,  2.10it/s]\nEpoch 0: |          | 2972/? [23:37<00:00,  2.10it/s]\nEpoch 0: |          | 2973/? [23:38<00:00,  2.10it/s]\nEpoch 0: |          | 2973/? [23:38<00:00,  2.10it/s]\nEpoch 0: |          | 2974/? [23:38<00:00,  2.10it/s]\nEpoch 0: |          | 2974/? [23:38<00:00,  2.10it/s]\nEpoch 0: |          | 2975/? [23:39<00:00,  2.10it/s]\nEpoch 0: |          | 2975/? [23:39<00:00,  2.10it/s]\nEpoch 0: |          | 2976/? [23:39<00:00,  2.10it/s]\nEpoch 0: |          | 2976/? [23:39<00:00,  2.10it/s]\nEpoch 0: |          | 2977/? [23:39<00:00,  2.10it/s]\nEpoch 0: |          | 2977/? [23:39<00:00,  2.10it/s]\nEpoch 0: |          | 2978/? [23:40<00:00,  2.10it/s]\nEpoch 0: |          | 2978/? [23:40<00:00,  2.10it/s]\nEpoch 0: |          | 2979/? [23:40<00:00,  2.10it/s]\nEpoch 0: |          | 2979/? [23:40<00:00,  2.10it/s]\nEpoch 0: |          | 2980/? [23:41<00:00,  2.10it/s]\nEpoch 0: |          | 2980/? [23:41<00:00,  2.10it/s]\nEpoch 0: |          | 2981/? [23:41<00:00,  2.10it/s]\nEpoch 0: |          | 2981/? [23:41<00:00,  2.10it/s]\nEpoch 0: |          | 2982/? [23:41<00:00,  2.10it/s]\nEpoch 0: |          | 2982/? [23:41<00:00,  2.10it/s]\nEpoch 0: |          | 2983/? [23:42<00:00,  2.10it/s]\nEpoch 0: |          | 2983/? [23:42<00:00,  2.10it/s]\nEpoch 0: |          | 2984/? [23:42<00:00,  2.10it/s]\nEpoch 0: |          | 2984/? [23:42<00:00,  2.10it/s]\nEpoch 0: |          | 2985/? [23:42<00:00,  2.10it/s]\nEpoch 0: |          | 2985/? [23:42<00:00,  2.10it/s]\nEpoch 0: |          | 2986/? [23:43<00:00,  2.10it/s]\nEpoch 0: |          | 2986/? [23:43<00:00,  2.10it/s]\nEpoch 0: |          | 2987/? [23:43<00:00,  2.10it/s]\nEpoch 0: |          | 2987/? [23:43<00:00,  2.10it/s]\nEpoch 0: |          | 2988/? [23:44<00:00,  2.10it/s]\nEpoch 0: |          | 2988/? [23:44<00:00,  2.10it/s]\nEpoch 0: |          | 2989/? [23:44<00:00,  2.10it/s]\nEpoch 0: |          | 2989/? [23:44<00:00,  2.10it/s]\nEpoch 0: |          | 2990/? [23:44<00:00,  2.10it/s]\nEpoch 0: |          | 2990/? [23:44<00:00,  2.10it/s]\nEpoch 0: |          | 2991/? [23:45<00:00,  2.10it/s]\nEpoch 0: |          | 2991/? [23:45<00:00,  2.10it/s]\nEpoch 0: |          | 2992/? [23:45<00:00,  2.10it/s]\nEpoch 0: |          | 2992/? [23:45<00:00,  2.10it/s]\nEpoch 0: |          | 2993/? [23:46<00:00,  2.10it/s]\nEpoch 0: |          | 2993/? [23:46<00:00,  2.10it/s]\nEpoch 0: |          | 2994/? [23:46<00:00,  2.10it/s]\nEpoch 0: |          | 2994/? [23:46<00:00,  2.10it/s]\nEpoch 0: |          | 2995/? [23:46<00:00,  2.10it/s]\nEpoch 0: |          | 2995/? [23:46<00:00,  2.10it/s]\nEpoch 0: |          | 2996/? [23:47<00:00,  2.10it/s]\nEpoch 0: |          | 2996/? [23:47<00:00,  2.10it/s]\nEpoch 0: |          | 2997/? [23:47<00:00,  2.10it/s]\nEpoch 0: |          | 2997/? [23:47<00:00,  2.10it/s]\nEpoch 0: |          | 2998/? [23:48<00:00,  2.10it/s]\nEpoch 0: |          | 2998/? [23:48<00:00,  2.10it/s]\nEpoch 0: |          | 2999/? [23:48<00:00,  2.10it/s]\nEpoch 0: |          | 2999/? [23:48<00:00,  2.10it/s]\nEpoch 0: |          | 3000/? [23:48<00:00,  2.10it/s]\nEpoch 0: |          | 3000/? [23:48<00:00,  2.10it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  5.96it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  5.92it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  6.00it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.12it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 3000/? [23:49<00:00,  2.10it/s]\nEpoch 0: |          | 3001/? [23:49<00:00,  2.10it/s]\nEpoch 0: |          | 3001/? [23:49<00:00,  2.10it/s]\nEpoch 0: |          | 3002/? [23:50<00:00,  2.10it/s]\nEpoch 0: |          | 3002/? [23:50<00:00,  2.10it/s]\nEpoch 0: |          | 3003/? [23:50<00:00,  2.10it/s]\nEpoch 0: |          | 3003/? [23:50<00:00,  2.10it/s]\nEpoch 0: |          | 3004/? [23:51<00:00,  2.10it/s]\nEpoch 0: |          | 3004/? [23:51<00:00,  2.10it/s]\nEpoch 0: |          | 3005/? [23:51<00:00,  2.10it/s]\nEpoch 0: |          | 3005/? [23:51<00:00,  2.10it/s]\nEpoch 0: |          | 3006/? [23:51<00:00,  2.10it/s]\nEpoch 0: |          | 3006/? [23:51<00:00,  2.10it/s]\nEpoch 0: |          | 3007/? [23:52<00:00,  2.10it/s]\nEpoch 0: |          | 3007/? [23:52<00:00,  2.10it/s]\nEpoch 0: |          | 3008/? [23:52<00:00,  2.10it/s]\nEpoch 0: |          | 3008/? [23:52<00:00,  2.10it/s]\nEpoch 0: |          | 3009/? [23:53<00:00,  2.10it/s]\nEpoch 0: |          | 3009/? [23:53<00:00,  2.10it/s]\nEpoch 0: |          | 3010/? [23:53<00:00,  2.10it/s]\nEpoch 0: |          | 3010/? [23:53<00:00,  2.10it/s]\nEpoch 0: |          | 3011/? [23:53<00:00,  2.10it/s]\nEpoch 0: |          | 3011/? [23:53<00:00,  2.10it/s]\nEpoch 0: |          | 3012/? [23:54<00:00,  2.10it/s]\nEpoch 0: |          | 3012/? [23:54<00:00,  2.10it/s]\nEpoch 0: |          | 3013/? [23:54<00:00,  2.10it/s]\nEpoch 0: |          | 3013/? [23:54<00:00,  2.10it/s]\nEpoch 0: |          | 3014/? [23:55<00:00,  2.10it/s]\nEpoch 0: |          | 3014/? [23:55<00:00,  2.10it/s]\nEpoch 0: |          | 3015/? [23:55<00:00,  2.10it/s]\nEpoch 0: |          | 3015/? [23:55<00:00,  2.10it/s]\nEpoch 0: |          | 3016/? [23:55<00:00,  2.10it/s]\nEpoch 0: |          | 3016/? [23:55<00:00,  2.10it/s]\nEpoch 0: |          | 3017/? [23:56<00:00,  2.10it/s]\nEpoch 0: |          | 3017/? [23:56<00:00,  2.10it/s]\nEpoch 0: |          | 3018/? [23:56<00:00,  2.10it/s]\nEpoch 0: |          | 3018/? [23:56<00:00,  2.10it/s]\nEpoch 0: |          | 3019/? [23:56<00:00,  2.10it/s]\nEpoch 0: |          | 3019/? [23:56<00:00,  2.10it/s]\nEpoch 0: |          | 3020/? [23:57<00:00,  2.10it/s]\nEpoch 0: |          | 3020/? [23:57<00:00,  2.10it/s]\nEpoch 0: |          | 3021/? [23:57<00:00,  2.10it/s]\nEpoch 0: |          | 3021/? [23:57<00:00,  2.10it/s]\nEpoch 0: |          | 3022/? [23:58<00:00,  2.10it/s]\nEpoch 0: |          | 3022/? [23:58<00:00,  2.10it/s]\nEpoch 0: |          | 3023/? [23:58<00:00,  2.10it/s]\nEpoch 0: |          | 3023/? [23:58<00:00,  2.10it/s]\nEpoch 0: |          | 3024/? [23:58<00:00,  2.10it/s]\nEpoch 0: |          | 3024/? [23:58<00:00,  2.10it/s]\nEpoch 0: |          | 3025/? [23:59<00:00,  2.10it/s]\nEpoch 0: |          | 3025/? [23:59<00:00,  2.10it/s]\nEpoch 0: |          | 3026/? [23:59<00:00,  2.10it/s]\nEpoch 0: |          | 3026/? [23:59<00:00,  2.10it/s]\nEpoch 0: |          | 3027/? [24:00<00:00,  2.10it/s]\nEpoch 0: |          | 3027/? [24:00<00:00,  2.10it/s]\nEpoch 0: |          | 3028/? [24:00<00:00,  2.10it/s]\nEpoch 0: |          | 3028/? [24:00<00:00,  2.10it/s]\nEpoch 0: |          | 3029/? [24:00<00:00,  2.10it/s]\nEpoch 0: |          | 3029/? [24:00<00:00,  2.10it/s]\nEpoch 0: |          | 3030/? [24:01<00:00,  2.10it/s]\nEpoch 0: |          | 3030/? [24:01<00:00,  2.10it/s]\nEpoch 0: |          | 3031/? [24:01<00:00,  2.10it/s]\nEpoch 0: |          | 3031/? [24:01<00:00,  2.10it/s]\nEpoch 0: |          | 3032/? [24:02<00:00,  2.10it/s]\nEpoch 0: |          | 3032/? [24:02<00:00,  2.10it/s]\nEpoch 0: |          | 3033/? [24:02<00:00,  2.10it/s]\nEpoch 0: |          | 3033/? [24:02<00:00,  2.10it/s]\nEpoch 0: |          | 3034/? [24:02<00:00,  2.10it/s]\nEpoch 0: |          | 3034/? [24:02<00:00,  2.10it/s]\nEpoch 0: |          | 3035/? [24:03<00:00,  2.10it/s]\nEpoch 0: |          | 3035/? [24:03<00:00,  2.10it/s]\nEpoch 0: |          | 3036/? [24:03<00:00,  2.10it/s]\nEpoch 0: |          | 3036/? [24:03<00:00,  2.10it/s]\nEpoch 0: |          | 3037/? [24:04<00:00,  2.10it/s]\nEpoch 0: |          | 3037/? [24:04<00:00,  2.10it/s]\nEpoch 0: |          | 3038/? [24:04<00:00,  2.10it/s]\nEpoch 0: |          | 3038/? [24:04<00:00,  2.10it/s]\nEpoch 0: |          | 3039/? [24:04<00:00,  2.10it/s]\nEpoch 0: |          | 3039/? [24:04<00:00,  2.10it/s]\nEpoch 0: |          | 3040/? [24:05<00:00,  2.10it/s]\nEpoch 0: |          | 3040/? [24:05<00:00,  2.10it/s]\nEpoch 0: |          | 3041/? [24:05<00:00,  2.10it/s]\nEpoch 0: |          | 3041/? [24:05<00:00,  2.10it/s]\nEpoch 0: |          | 3042/? [24:05<00:00,  2.10it/s]\nEpoch 0: |          | 3042/? [24:05<00:00,  2.10it/s]\nEpoch 0: |          | 3043/? [24:06<00:00,  2.10it/s]\nEpoch 0: |          | 3043/? [24:06<00:00,  2.10it/s]\nEpoch 0: |          | 3044/? [24:06<00:00,  2.10it/s]\nEpoch 0: |          | 3044/? [24:06<00:00,  2.10it/s]\nEpoch 0: |          | 3045/? [24:07<00:00,  2.10it/s]\nEpoch 0: |          | 3045/? [24:07<00:00,  2.10it/s]\nEpoch 0: |          | 3046/? [24:07<00:00,  2.10it/s]\nEpoch 0: |          | 3046/? [24:07<00:00,  2.10it/s]\nEpoch 0: |          | 3047/? [24:07<00:00,  2.10it/s]\nEpoch 0: |          | 3047/? [24:07<00:00,  2.10it/s]\nEpoch 0: |          | 3048/? [24:08<00:00,  2.10it/s]\nEpoch 0: |          | 3048/? [24:08<00:00,  2.10it/s]\nEpoch 0: |          | 3049/? [24:08<00:00,  2.10it/s]\nEpoch 0: |          | 3049/? [24:08<00:00,  2.10it/s]\nEpoch 0: |          | 3050/? [24:09<00:00,  2.10it/s]\nEpoch 0: |          | 3050/? [24:09<00:00,  2.10it/s]\nEpoch 0: |          | 3051/? [24:09<00:00,  2.10it/s]\nEpoch 0: |          | 3051/? [24:09<00:00,  2.10it/s]\nEpoch 0: |          | 3052/? [24:09<00:00,  2.10it/s]\nEpoch 0: |          | 3052/? [24:09<00:00,  2.10it/s]\nEpoch 0: |          | 3053/? [24:10<00:00,  2.11it/s]\nEpoch 0: |          | 3053/? [24:10<00:00,  2.11it/s]\nEpoch 0: |          | 3054/? [24:10<00:00,  2.11it/s]\nEpoch 0: |          | 3054/? [24:10<00:00,  2.11it/s]\nEpoch 0: |          | 3055/? [24:11<00:00,  2.11it/s]\nEpoch 0: |          | 3055/? [24:11<00:00,  2.11it/s]\nEpoch 0: |          | 3056/? [24:11<00:00,  2.11it/s]\nEpoch 0: |          | 3056/? [24:11<00:00,  2.11it/s]\nEpoch 0: |          | 3057/? [24:11<00:00,  2.11it/s]\nEpoch 0: |          | 3057/? [24:11<00:00,  2.11it/s]\nEpoch 0: |          | 3058/? [24:12<00:00,  2.11it/s]\nEpoch 0: |          | 3058/? [24:12<00:00,  2.11it/s]\nEpoch 0: |          | 3059/? [24:12<00:00,  2.11it/s]\nEpoch 0: |          | 3059/? [24:12<00:00,  2.11it/s]\nEpoch 0: |          | 3060/? [24:13<00:00,  2.11it/s]\nEpoch 0: |          | 3060/? [24:13<00:00,  2.11it/s]\nEpoch 0: |          | 3061/? [24:13<00:00,  2.11it/s]\nEpoch 0: |          | 3061/? [24:13<00:00,  2.11it/s]\nEpoch 0: |          | 3062/? [24:13<00:00,  2.11it/s]\nEpoch 0: |          | 3062/? [24:13<00:00,  2.11it/s]\nEpoch 0: |          | 3063/? [24:14<00:00,  2.11it/s]\nEpoch 0: |          | 3063/? [24:14<00:00,  2.11it/s]\nEpoch 0: |          | 3064/? [24:14<00:00,  2.11it/s]\nEpoch 0: |          | 3064/? [24:14<00:00,  2.11it/s]\nEpoch 0: |          | 3065/? [24:14<00:00,  2.11it/s]\nEpoch 0: |          | 3065/? [24:14<00:00,  2.11it/s]\nEpoch 0: |          | 3066/? [24:15<00:00,  2.11it/s]\nEpoch 0: |          | 3066/? [24:15<00:00,  2.11it/s]\nEpoch 0: |          | 3067/? [24:15<00:00,  2.11it/s]\nEpoch 0: |          | 3067/? [24:15<00:00,  2.11it/s]\nEpoch 0: |          | 3068/? [24:16<00:00,  2.11it/s]\nEpoch 0: |          | 3068/? [24:16<00:00,  2.11it/s]\nEpoch 0: |          | 3069/? [24:16<00:00,  2.11it/s]\nEpoch 0: |          | 3069/? [24:16<00:00,  2.11it/s]\nEpoch 0: |          | 3070/? [24:16<00:00,  2.11it/s]\nEpoch 0: |          | 3070/? [24:16<00:00,  2.11it/s]\nEpoch 0: |          | 3071/? [24:17<00:00,  2.11it/s]\nEpoch 0: |          | 3071/? [24:17<00:00,  2.11it/s]\nEpoch 0: |          | 3072/? [24:17<00:00,  2.11it/s]\nEpoch 0: |          | 3072/? [24:17<00:00,  2.11it/s]\nEpoch 0: |          | 3073/? [24:18<00:00,  2.11it/s]\nEpoch 0: |          | 3073/? [24:18<00:00,  2.11it/s]\nEpoch 0: |          | 3074/? [24:18<00:00,  2.11it/s]\nEpoch 0: |          | 3074/? [24:18<00:00,  2.11it/s]\nEpoch 0: |          | 3075/? [24:18<00:00,  2.11it/s]\nEpoch 0: |          | 3075/? [24:18<00:00,  2.11it/s]\nEpoch 0: |          | 3076/? [24:19<00:00,  2.11it/s]\nEpoch 0: |          | 3076/? [24:19<00:00,  2.11it/s]\nEpoch 0: |          | 3077/? [24:19<00:00,  2.11it/s]\nEpoch 0: |          | 3077/? [24:19<00:00,  2.11it/s]\nEpoch 0: |          | 3078/? [24:20<00:00,  2.11it/s]\nEpoch 0: |          | 3078/? [24:20<00:00,  2.11it/s]\nEpoch 0: |          | 3079/? [24:20<00:00,  2.11it/s]\nEpoch 0: |          | 3079/? [24:20<00:00,  2.11it/s]\nEpoch 0: |          | 3080/? [24:20<00:00,  2.11it/s]\nEpoch 0: |          | 3080/? [24:20<00:00,  2.11it/s]\nEpoch 0: |          | 3081/? [24:21<00:00,  2.11it/s]\nEpoch 0: |          | 3081/? [24:21<00:00,  2.11it/s]\nEpoch 0: |          | 3082/? [24:21<00:00,  2.11it/s]\nEpoch 0: |          | 3082/? [24:21<00:00,  2.11it/s]\nEpoch 0: |          | 3083/? [24:22<00:00,  2.11it/s]\nEpoch 0: |          | 3083/? [24:22<00:00,  2.11it/s]\nEpoch 0: |          | 3084/? [24:22<00:00,  2.11it/s]\nEpoch 0: |          | 3084/? [24:22<00:00,  2.11it/s]\nEpoch 0: |          | 3085/? [24:22<00:00,  2.11it/s]\nEpoch 0: |          | 3085/? [24:22<00:00,  2.11it/s]\nEpoch 0: |          | 3086/? [24:23<00:00,  2.11it/s]\nEpoch 0: |          | 3086/? [24:23<00:00,  2.11it/s]\nEpoch 0: |          | 3087/? [24:23<00:00,  2.11it/s]\nEpoch 0: |          | 3087/? [24:23<00:00,  2.11it/s]\nEpoch 0: |          | 3088/? [24:24<00:00,  2.11it/s]\nEpoch 0: |          | 3088/? [24:24<00:00,  2.11it/s]\nEpoch 0: |          | 3089/? [24:24<00:00,  2.11it/s]\nEpoch 0: |          | 3089/? [24:24<00:00,  2.11it/s]\nEpoch 0: |          | 3090/? [24:24<00:00,  2.11it/s]\nEpoch 0: |          | 3090/? [24:24<00:00,  2.11it/s]\nEpoch 0: |          | 3091/? [24:25<00:00,  2.11it/s]\nEpoch 0: |          | 3091/? [24:25<00:00,  2.11it/s]\nEpoch 0: |          | 3092/? [24:25<00:00,  2.11it/s]\nEpoch 0: |          | 3092/? [24:25<00:00,  2.11it/s]\nEpoch 0: |          | 3093/? [24:25<00:00,  2.11it/s]\nEpoch 0: |          | 3093/? [24:25<00:00,  2.11it/s]\nEpoch 0: |          | 3094/? [24:26<00:00,  2.11it/s]\nEpoch 0: |          | 3094/? [24:26<00:00,  2.11it/s]\nEpoch 0: |          | 3095/? [24:26<00:00,  2.11it/s]\nEpoch 0: |          | 3095/? [24:26<00:00,  2.11it/s]\nEpoch 0: |          | 3096/? [24:27<00:00,  2.11it/s]\nEpoch 0: |          | 3096/? [24:27<00:00,  2.11it/s]\nEpoch 0: |          | 3097/? [24:27<00:00,  2.11it/s]\nEpoch 0: |          | 3097/? [24:27<00:00,  2.11it/s]\nEpoch 0: |          | 3098/? [24:27<00:00,  2.11it/s]\nEpoch 0: |          | 3098/? [24:27<00:00,  2.11it/s]\nEpoch 0: |          | 3099/? [24:28<00:00,  2.11it/s]\nEpoch 0: |          | 3099/? [24:28<00:00,  2.11it/s]\nEpoch 0: |          | 3100/? [24:28<00:00,  2.11it/s]\nEpoch 0: |          | 3100/? [24:28<00:00,  2.11it/s]\nEpoch 0: |          | 3101/? [24:29<00:00,  2.11it/s]\nEpoch 0: |          | 3101/? [24:29<00:00,  2.11it/s]\nEpoch 0: |          | 3102/? [24:29<00:00,  2.11it/s]\nEpoch 0: |          | 3102/? [24:29<00:00,  2.11it/s]\nEpoch 0: |          | 3103/? [24:29<00:00,  2.11it/s]\nEpoch 0: |          | 3103/? [24:29<00:00,  2.11it/s]\nEpoch 0: |          | 3104/? [24:30<00:00,  2.11it/s]\nEpoch 0: |          | 3104/? [24:30<00:00,  2.11it/s]\nEpoch 0: |          | 3105/? [24:30<00:00,  2.11it/s]\nEpoch 0: |          | 3105/? [24:30<00:00,  2.11it/s]\nEpoch 0: |          | 3106/? [24:31<00:00,  2.11it/s]\nEpoch 0: |          | 3106/? [24:31<00:00,  2.11it/s]\nEpoch 0: |          | 3107/? [24:31<00:00,  2.11it/s]\nEpoch 0: |          | 3107/? [24:31<00:00,  2.11it/s]\nEpoch 0: |          | 3108/? [24:31<00:00,  2.11it/s]\nEpoch 0: |          | 3108/? [24:31<00:00,  2.11it/s]\nEpoch 0: |          | 3109/? [24:32<00:00,  2.11it/s]\nEpoch 0: |          | 3109/? [24:32<00:00,  2.11it/s]\nEpoch 0: |          | 3110/? [24:32<00:00,  2.11it/s]\nEpoch 0: |          | 3110/? [24:32<00:00,  2.11it/s]\nEpoch 0: |          | 3111/? [24:33<00:00,  2.11it/s]\nEpoch 0: |          | 3111/? [24:33<00:00,  2.11it/s]\nEpoch 0: |          | 3112/? [24:33<00:00,  2.11it/s]\nEpoch 0: |          | 3112/? [24:33<00:00,  2.11it/s]\nEpoch 0: |          | 3113/? [24:33<00:00,  2.11it/s]\nEpoch 0: |          | 3113/? [24:33<00:00,  2.11it/s]\nEpoch 0: |          | 3114/? [24:34<00:00,  2.11it/s]\nEpoch 0: |          | 3114/? [24:34<00:00,  2.11it/s]\nEpoch 0: |          | 3115/? [24:34<00:00,  2.11it/s]\nEpoch 0: |          | 3115/? [24:34<00:00,  2.11it/s]\nEpoch 0: |          | 3116/? [24:34<00:00,  2.11it/s]\nEpoch 0: |          | 3116/? [24:34<00:00,  2.11it/s]\nEpoch 0: |          | 3117/? [24:35<00:00,  2.11it/s]\nEpoch 0: |          | 3117/? [24:35<00:00,  2.11it/s]\nEpoch 0: |          | 3118/? [24:35<00:00,  2.11it/s]\nEpoch 0: |          | 3118/? [24:35<00:00,  2.11it/s]\nEpoch 0: |          | 3119/? [24:36<00:00,  2.11it/s]\nEpoch 0: |          | 3119/? [24:36<00:00,  2.11it/s]\nEpoch 0: |          | 3120/? [24:36<00:00,  2.11it/s]\nEpoch 0: |          | 3120/? [24:36<00:00,  2.11it/s]\nEpoch 0: |          | 3121/? [24:36<00:00,  2.11it/s]\nEpoch 0: |          | 3121/? [24:36<00:00,  2.11it/s]\nEpoch 0: |          | 3122/? [24:37<00:00,  2.11it/s]\nEpoch 0: |          | 3122/? [24:37<00:00,  2.11it/s]\nEpoch 0: |          | 3123/? [24:37<00:00,  2.11it/s]\nEpoch 0: |          | 3123/? [24:37<00:00,  2.11it/s]\nEpoch 0: |          | 3124/? [24:38<00:00,  2.11it/s]\nEpoch 0: |          | 3124/? [24:38<00:00,  2.11it/s]\nEpoch 0: |          | 3125/? [24:38<00:00,  2.11it/s]\nEpoch 0: |          | 3125/? [24:38<00:00,  2.11it/s]\nEpoch 0: |          | 3126/? [24:38<00:00,  2.11it/s]\nEpoch 0: |          | 3126/? [24:38<00:00,  2.11it/s]\nEpoch 0: |          | 3127/? [24:39<00:00,  2.11it/s]\nEpoch 0: |          | 3127/? [24:39<00:00,  2.11it/s]\nEpoch 0: |          | 3128/? [24:39<00:00,  2.11it/s]\nEpoch 0: |          | 3128/? [24:39<00:00,  2.11it/s]\nEpoch 0: |          | 3129/? [24:40<00:00,  2.11it/s]\nEpoch 0: |          | 3129/? [24:40<00:00,  2.11it/s]\nEpoch 0: |          | 3130/? [24:40<00:00,  2.11it/s]\nEpoch 0: |          | 3130/? [24:40<00:00,  2.11it/s]\nEpoch 0: |          | 3131/? [24:40<00:00,  2.11it/s]\nEpoch 0: |          | 3131/? [24:40<00:00,  2.11it/s]\nEpoch 0: |          | 3132/? [24:41<00:00,  2.11it/s]\nEpoch 0: |          | 3132/? [24:41<00:00,  2.11it/s]\nEpoch 0: |          | 3133/? [24:41<00:00,  2.11it/s]\nEpoch 0: |          | 3133/? [24:41<00:00,  2.11it/s]\nEpoch 0: |          | 3134/? [24:42<00:00,  2.11it/s]\nEpoch 0: |          | 3134/? [24:42<00:00,  2.11it/s]\nEpoch 0: |          | 3135/? [24:42<00:00,  2.11it/s]\nEpoch 0: |          | 3135/? [24:42<00:00,  2.11it/s]\nEpoch 0: |          | 3136/? [24:42<00:00,  2.11it/s]\nEpoch 0: |          | 3136/? [24:42<00:00,  2.11it/s]\nEpoch 0: |          | 3137/? [24:43<00:00,  2.12it/s]\nEpoch 0: |          | 3137/? [24:43<00:00,  2.12it/s]\nEpoch 0: |          | 3138/? [24:43<00:00,  2.12it/s]\nEpoch 0: |          | 3138/? [24:43<00:00,  2.12it/s]\nEpoch 0: |          | 3139/? [24:44<00:00,  2.12it/s]\nEpoch 0: |          | 3139/? [24:44<00:00,  2.12it/s]\nEpoch 0: |          | 3140/? [24:44<00:00,  2.12it/s]\nEpoch 0: |          | 3140/? [24:44<00:00,  2.12it/s]\nEpoch 0: |          | 3141/? [24:44<00:00,  2.12it/s]\nEpoch 0: |          | 3141/? [24:44<00:00,  2.12it/s]\nEpoch 0: |          | 3142/? [24:45<00:00,  2.12it/s]\nEpoch 0: |          | 3142/? [24:45<00:00,  2.12it/s]\nEpoch 0: |          | 3143/? [24:45<00:00,  2.12it/s]\nEpoch 0: |          | 3143/? [24:45<00:00,  2.12it/s]\nEpoch 0: |          | 3144/? [24:45<00:00,  2.12it/s]\nEpoch 0: |          | 3144/? [24:45<00:00,  2.12it/s]\nEpoch 0: |          | 3145/? [24:46<00:00,  2.12it/s]\nEpoch 0: |          | 3145/? [24:46<00:00,  2.12it/s]\nEpoch 0: |          | 3146/? [24:46<00:00,  2.12it/s]\nEpoch 0: |          | 3146/? [24:46<00:00,  2.12it/s]\nEpoch 0: |          | 3147/? [24:47<00:00,  2.12it/s]\nEpoch 0: |          | 3147/? [24:47<00:00,  2.12it/s]\nEpoch 0: |          | 3148/? [24:47<00:00,  2.12it/s]\nEpoch 0: |          | 3148/? [24:47<00:00,  2.12it/s]\nEpoch 0: |          | 3149/? [24:47<00:00,  2.12it/s]\nEpoch 0: |          | 3149/? [24:47<00:00,  2.12it/s]\nEpoch 0: |          | 3150/? [24:48<00:00,  2.12it/s]\nEpoch 0: |          | 3150/? [24:48<00:00,  2.12it/s]\nEpoch 0: |          | 3151/? [24:48<00:00,  2.12it/s]\nEpoch 0: |          | 3151/? [24:48<00:00,  2.12it/s]\nEpoch 0: |          | 3152/? [24:49<00:00,  2.12it/s]\nEpoch 0: |          | 3152/? [24:49<00:00,  2.12it/s]\nEpoch 0: |          | 3153/? [24:49<00:00,  2.12it/s]\nEpoch 0: |          | 3153/? [24:49<00:00,  2.12it/s]\nEpoch 0: |          | 3154/? [24:49<00:00,  2.12it/s]\nEpoch 0: |          | 3154/? [24:49<00:00,  2.12it/s]\nEpoch 0: |          | 3155/? [24:50<00:00,  2.12it/s]\nEpoch 0: |          | 3155/? [24:50<00:00,  2.12it/s]\nEpoch 0: |          | 3156/? [24:50<00:00,  2.12it/s]\nEpoch 0: |          | 3156/? [24:50<00:00,  2.12it/s]\nEpoch 0: |          | 3157/? [24:51<00:00,  2.12it/s]\nEpoch 0: |          | 3157/? [24:51<00:00,  2.12it/s]\nEpoch 0: |          | 3158/? [24:51<00:00,  2.12it/s]\nEpoch 0: |          | 3158/? [24:51<00:00,  2.12it/s]\nEpoch 0: |          | 3159/? [24:51<00:00,  2.12it/s]\nEpoch 0: |          | 3159/? [24:51<00:00,  2.12it/s]\nEpoch 0: |          | 3160/? [24:52<00:00,  2.12it/s]\nEpoch 0: |          | 3160/? [24:52<00:00,  2.12it/s]\nEpoch 0: |          | 3161/? [24:52<00:00,  2.12it/s]\nEpoch 0: |          | 3161/? [24:52<00:00,  2.12it/s]\nEpoch 0: |          | 3162/? [24:53<00:00,  2.12it/s]\nEpoch 0: |          | 3162/? [24:53<00:00,  2.12it/s]\nEpoch 0: |          | 3163/? [24:53<00:00,  2.12it/s]\nEpoch 0: |          | 3163/? [24:53<00:00,  2.12it/s]\nEpoch 0: |          | 3164/? [24:53<00:00,  2.12it/s]\nEpoch 0: |          | 3164/? [24:53<00:00,  2.12it/s]\nEpoch 0: |          | 3165/? [24:54<00:00,  2.12it/s]\nEpoch 0: |          | 3165/? [24:54<00:00,  2.12it/s]\nEpoch 0: |          | 3166/? [24:54<00:00,  2.12it/s]\nEpoch 0: |          | 3166/? [24:54<00:00,  2.12it/s]\nEpoch 0: |          | 3167/? [24:55<00:00,  2.12it/s]\nEpoch 0: |          | 3167/? [24:55<00:00,  2.12it/s]\nEpoch 0: |          | 3168/? [24:55<00:00,  2.12it/s]\nEpoch 0: |          | 3168/? [24:55<00:00,  2.12it/s]\nEpoch 0: |          | 3169/? [24:55<00:00,  2.12it/s]\nEpoch 0: |          | 3169/? [24:55<00:00,  2.12it/s]\nEpoch 0: |          | 3170/? [24:56<00:00,  2.12it/s]\nEpoch 0: |          | 3170/? [24:56<00:00,  2.12it/s]\nEpoch 0: |          | 3171/? [24:56<00:00,  2.12it/s]\nEpoch 0: |          | 3171/? [24:56<00:00,  2.12it/s]\nEpoch 0: |          | 3172/? [24:57<00:00,  2.12it/s]\nEpoch 0: |          | 3172/? [24:57<00:00,  2.12it/s]\nEpoch 0: |          | 3173/? [24:57<00:00,  2.12it/s]\nEpoch 0: |          | 3173/? [24:57<00:00,  2.12it/s]\nEpoch 0: |          | 3174/? [24:57<00:00,  2.12it/s]\nEpoch 0: |          | 3174/? [24:57<00:00,  2.12it/s]\nEpoch 0: |          | 3175/? [24:58<00:00,  2.12it/s]\nEpoch 0: |          | 3175/? [24:58<00:00,  2.12it/s]\nEpoch 0: |          | 3176/? [24:58<00:00,  2.12it/s]\nEpoch 0: |          | 3176/? [24:58<00:00,  2.12it/s]\nEpoch 0: |          | 3177/? [24:59<00:00,  2.12it/s]\nEpoch 0: |          | 3177/? [24:59<00:00,  2.12it/s]\nEpoch 0: |          | 3178/? [24:59<00:00,  2.12it/s]\nEpoch 0: |          | 3178/? [24:59<00:00,  2.12it/s]\nEpoch 0: |          | 3179/? [24:59<00:00,  2.12it/s]\nEpoch 0: |          | 3179/? [24:59<00:00,  2.12it/s]\nEpoch 0: |          | 3180/? [25:00<00:00,  2.12it/s]\nEpoch 0: |          | 3180/? [25:00<00:00,  2.12it/s]\nEpoch 0: |          | 3181/? [25:00<00:00,  2.12it/s]\nEpoch 0: |          | 3181/? [25:00<00:00,  2.12it/s]\nEpoch 0: |          | 3182/? [25:00<00:00,  2.12it/s]\nEpoch 0: |          | 3182/? [25:00<00:00,  2.12it/s]\nEpoch 0: |          | 3183/? [25:01<00:00,  2.12it/s]\nEpoch 0: |          | 3183/? [25:01<00:00,  2.12it/s]\nEpoch 0: |          | 3184/? [25:01<00:00,  2.12it/s]\nEpoch 0: |          | 3184/? [25:01<00:00,  2.12it/s]\nEpoch 0: |          | 3185/? [25:02<00:00,  2.12it/s]\nEpoch 0: |          | 3185/? [25:02<00:00,  2.12it/s]\nEpoch 0: |          | 3186/? [25:02<00:00,  2.12it/s]\nEpoch 0: |          | 3186/? [25:02<00:00,  2.12it/s]\nEpoch 0: |          | 3187/? [25:02<00:00,  2.12it/s]\nEpoch 0: |          | 3187/? [25:02<00:00,  2.12it/s]\nEpoch 0: |          | 3188/? [25:03<00:00,  2.12it/s]\nEpoch 0: |          | 3188/? [25:03<00:00,  2.12it/s]\nEpoch 0: |          | 3189/? [25:03<00:00,  2.12it/s]\nEpoch 0: |          | 3189/? [25:03<00:00,  2.12it/s]\nEpoch 0: |          | 3190/? [25:04<00:00,  2.12it/s]\nEpoch 0: |          | 3190/? [25:04<00:00,  2.12it/s]\nEpoch 0: |          | 3191/? [25:04<00:00,  2.12it/s]\nEpoch 0: |          | 3191/? [25:04<00:00,  2.12it/s]\nEpoch 0: |          | 3192/? [25:04<00:00,  2.12it/s]\nEpoch 0: |          | 3192/? [25:04<00:00,  2.12it/s]\nEpoch 0: |          | 3193/? [25:05<00:00,  2.12it/s]\nEpoch 0: |          | 3193/? [25:05<00:00,  2.12it/s]\nEpoch 0: |          | 3194/? [25:05<00:00,  2.12it/s]\nEpoch 0: |          | 3194/? [25:05<00:00,  2.12it/s]\nEpoch 0: |          | 3195/? [25:06<00:00,  2.12it/s]\nEpoch 0: |          | 3195/? [25:06<00:00,  2.12it/s]\nEpoch 0: |          | 3196/? [25:06<00:00,  2.12it/s]\nEpoch 0: |          | 3196/? [25:06<00:00,  2.12it/s]\nEpoch 0: |          | 3197/? [25:06<00:00,  2.12it/s]\nEpoch 0: |          | 3197/? [25:06<00:00,  2.12it/s]\nEpoch 0: |          | 3198/? [25:07<00:00,  2.12it/s]\nEpoch 0: |          | 3198/? [25:07<00:00,  2.12it/s]\nEpoch 0: |          | 3199/? [25:07<00:00,  2.12it/s]\nEpoch 0: |          | 3199/? [25:07<00:00,  2.12it/s]\nEpoch 0: |          | 3200/? [25:07<00:00,  2.12it/s]\nEpoch 0: |          | 3200/? [25:07<00:00,  2.12it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  6.16it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  6.10it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  5.97it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.03it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 3200/? [25:08<00:00,  2.12it/s]\nEpoch 0: |          | 3201/? [25:09<00:00,  2.12it/s]\nEpoch 0: |          | 3201/? [25:09<00:00,  2.12it/s]\nEpoch 0: |          | 3202/? [25:09<00:00,  2.12it/s]\nEpoch 0: |          | 3202/? [25:09<00:00,  2.12it/s]\nEpoch 0: |          | 3203/? [25:09<00:00,  2.12it/s]\nEpoch 0: |          | 3203/? [25:09<00:00,  2.12it/s]\nEpoch 0: |          | 3204/? [25:10<00:00,  2.12it/s]\nEpoch 0: |          | 3204/? [25:10<00:00,  2.12it/s]\nEpoch 0: |          | 3205/? [25:10<00:00,  2.12it/s]\nEpoch 0: |          | 3205/? [25:10<00:00,  2.12it/s]\nEpoch 0: |          | 3206/? [25:11<00:00,  2.12it/s]\nEpoch 0: |          | 3206/? [25:11<00:00,  2.12it/s]\nEpoch 0: |          | 3207/? [25:11<00:00,  2.12it/s]\nEpoch 0: |          | 3207/? [25:11<00:00,  2.12it/s]\nEpoch 0: |          | 3208/? [25:11<00:00,  2.12it/s]\nEpoch 0: |          | 3208/? [25:11<00:00,  2.12it/s]\nEpoch 0: |          | 3209/? [25:12<00:00,  2.12it/s]\nEpoch 0: |          | 3209/? [25:12<00:00,  2.12it/s]\nEpoch 0: |          | 3210/? [25:12<00:00,  2.12it/s]\nEpoch 0: |          | 3210/? [25:12<00:00,  2.12it/s]\nEpoch 0: |          | 3211/? [25:12<00:00,  2.12it/s]\nEpoch 0: |          | 3211/? [25:12<00:00,  2.12it/s]\nEpoch 0: |          | 3212/? [25:13<00:00,  2.12it/s]\nEpoch 0: |          | 3212/? [25:13<00:00,  2.12it/s]\nEpoch 0: |          | 3213/? [25:13<00:00,  2.12it/s]\nEpoch 0: |          | 3213/? [25:13<00:00,  2.12it/s]\nEpoch 0: |          | 3214/? [25:14<00:00,  2.12it/s]\nEpoch 0: |          | 3214/? [25:14<00:00,  2.12it/s]\nEpoch 0: |          | 3215/? [25:14<00:00,  2.12it/s]\nEpoch 0: |          | 3215/? [25:14<00:00,  2.12it/s]\nEpoch 0: |          | 3216/? [25:14<00:00,  2.12it/s]\nEpoch 0: |          | 3216/? [25:14<00:00,  2.12it/s]\nEpoch 0: |          | 3217/? [25:15<00:00,  2.12it/s]\nEpoch 0: |          | 3217/? [25:15<00:00,  2.12it/s]\nEpoch 0: |          | 3218/? [25:15<00:00,  2.12it/s]\nEpoch 0: |          | 3218/? [25:15<00:00,  2.12it/s]\nEpoch 0: |          | 3219/? [25:16<00:00,  2.12it/s]\nEpoch 0: |          | 3219/? [25:16<00:00,  2.12it/s]\nEpoch 0: |          | 3220/? [25:16<00:00,  2.12it/s]\nEpoch 0: |          | 3220/? [25:16<00:00,  2.12it/s]\nEpoch 0: |          | 3221/? [25:16<00:00,  2.12it/s]\nEpoch 0: |          | 3221/? [25:16<00:00,  2.12it/s]\nEpoch 0: |          | 3222/? [25:17<00:00,  2.12it/s]\nEpoch 0: |          | 3222/? [25:17<00:00,  2.12it/s]\nEpoch 0: |          | 3223/? [25:17<00:00,  2.12it/s]\nEpoch 0: |          | 3223/? [25:17<00:00,  2.12it/s]\nEpoch 0: |          | 3224/? [25:18<00:00,  2.12it/s]\nEpoch 0: |          | 3224/? [25:18<00:00,  2.12it/s]\nEpoch 0: |          | 3225/? [25:18<00:00,  2.12it/s]\nEpoch 0: |          | 3225/? [25:18<00:00,  2.12it/s]\nEpoch 0: |          | 3226/? [25:18<00:00,  2.12it/s]\nEpoch 0: |          | 3226/? [25:18<00:00,  2.12it/s]\nEpoch 0: |          | 3227/? [25:19<00:00,  2.12it/s]\nEpoch 0: |          | 3227/? [25:19<00:00,  2.12it/s]\nEpoch 0: |          | 3228/? [25:19<00:00,  2.12it/s]\nEpoch 0: |          | 3228/? [25:19<00:00,  2.12it/s]\nEpoch 0: |          | 3229/? [25:20<00:00,  2.12it/s]\nEpoch 0: |          | 3229/? [25:20<00:00,  2.12it/s]\nEpoch 0: |          | 3230/? [25:20<00:00,  2.12it/s]\nEpoch 0: |          | 3230/? [25:20<00:00,  2.12it/s]\nEpoch 0: |          | 3231/? [25:20<00:00,  2.12it/s]\nEpoch 0: |          | 3231/? [25:20<00:00,  2.12it/s]\nEpoch 0: |          | 3232/? [25:21<00:00,  2.12it/s]\nEpoch 0: |          | 3232/? [25:21<00:00,  2.12it/s]\nEpoch 0: |          | 3233/? [25:21<00:00,  2.12it/s]\nEpoch 0: |          | 3233/? [25:21<00:00,  2.12it/s]\nEpoch 0: |          | 3234/? [25:21<00:00,  2.12it/s]\nEpoch 0: |          | 3234/? [25:21<00:00,  2.12it/s]\nEpoch 0: |          | 3235/? [25:22<00:00,  2.12it/s]\nEpoch 0: |          | 3235/? [25:22<00:00,  2.12it/s]\nEpoch 0: |          | 3236/? [25:22<00:00,  2.13it/s]\nEpoch 0: |          | 3236/? [25:22<00:00,  2.13it/s]\nEpoch 0: |          | 3237/? [25:23<00:00,  2.13it/s]\nEpoch 0: |          | 3237/? [25:23<00:00,  2.13it/s]\nEpoch 0: |          | 3238/? [25:23<00:00,  2.13it/s]\nEpoch 0: |          | 3238/? [25:23<00:00,  2.13it/s]\nEpoch 0: |          | 3239/? [25:23<00:00,  2.13it/s]\nEpoch 0: |          | 3239/? [25:23<00:00,  2.13it/s]\nEpoch 0: |          | 3240/? [25:24<00:00,  2.13it/s]\nEpoch 0: |          | 3240/? [25:24<00:00,  2.13it/s]\nEpoch 0: |          | 3241/? [25:24<00:00,  2.13it/s]\nEpoch 0: |          | 3241/? [25:24<00:00,  2.13it/s]\nEpoch 0: |          | 3242/? [25:25<00:00,  2.13it/s]\nEpoch 0: |          | 3242/? [25:25<00:00,  2.13it/s]\nEpoch 0: |          | 3243/? [25:25<00:00,  2.13it/s]\nEpoch 0: |          | 3243/? [25:25<00:00,  2.13it/s]\nEpoch 0: |          | 3244/? [25:25<00:00,  2.13it/s]\nEpoch 0: |          | 3244/? [25:25<00:00,  2.13it/s]\nEpoch 0: |          | 3245/? [25:26<00:00,  2.13it/s]\nEpoch 0: |          | 3245/? [25:26<00:00,  2.13it/s]\nEpoch 0: |          | 3246/? [25:26<00:00,  2.13it/s]\nEpoch 0: |          | 3246/? [25:26<00:00,  2.13it/s]\nEpoch 0: |          | 3247/? [25:27<00:00,  2.13it/s]\nEpoch 0: |          | 3247/? [25:27<00:00,  2.13it/s]\nEpoch 0: |          | 3248/? [25:27<00:00,  2.13it/s]\nEpoch 0: |          | 3248/? [25:27<00:00,  2.13it/s]\nEpoch 0: |          | 3249/? [25:27<00:00,  2.13it/s]\nEpoch 0: |          | 3249/? [25:27<00:00,  2.13it/s]\nEpoch 0: |          | 3250/? [25:28<00:00,  2.13it/s]\nEpoch 0: |          | 3250/? [25:28<00:00,  2.13it/s]\nEpoch 0: |          | 3251/? [25:28<00:00,  2.13it/s]\nEpoch 0: |          | 3251/? [25:28<00:00,  2.13it/s]\nEpoch 0: |          | 3252/? [25:29<00:00,  2.13it/s]\nEpoch 0: |          | 3252/? [25:29<00:00,  2.13it/s]\nEpoch 0: |          | 3253/? [25:29<00:00,  2.13it/s]\nEpoch 0: |          | 3253/? [25:29<00:00,  2.13it/s]\nEpoch 0: |          | 3254/? [25:29<00:00,  2.13it/s]\nEpoch 0: |          | 3254/? [25:29<00:00,  2.13it/s]\nEpoch 0: |          | 3255/? [25:30<00:00,  2.13it/s]\nEpoch 0: |          | 3255/? [25:30<00:00,  2.13it/s]\nEpoch 0: |          | 3256/? [25:30<00:00,  2.13it/s]\nEpoch 0: |          | 3256/? [25:30<00:00,  2.13it/s]\nEpoch 0: |          | 3257/? [25:31<00:00,  2.13it/s]\nEpoch 0: |          | 3257/? [25:31<00:00,  2.13it/s]\nEpoch 0: |          | 3258/? [25:31<00:00,  2.13it/s]\nEpoch 0: |          | 3258/? [25:31<00:00,  2.13it/s]\nEpoch 0: |          | 3259/? [25:31<00:00,  2.13it/s]\nEpoch 0: |          | 3259/? [25:31<00:00,  2.13it/s]\nEpoch 0: |          | 3260/? [25:32<00:00,  2.13it/s]\nEpoch 0: |          | 3260/? [25:32<00:00,  2.13it/s]\nEpoch 0: |          | 3261/? [25:32<00:00,  2.13it/s]\nEpoch 0: |          | 3261/? [25:32<00:00,  2.13it/s]\nEpoch 0: |          | 3262/? [25:32<00:00,  2.13it/s]\nEpoch 0: |          | 3262/? [25:32<00:00,  2.13it/s]\nEpoch 0: |          | 3263/? [25:33<00:00,  2.13it/s]\nEpoch 0: |          | 3263/? [25:33<00:00,  2.13it/s]\nEpoch 0: |          | 3264/? [25:33<00:00,  2.13it/s]\nEpoch 0: |          | 3264/? [25:33<00:00,  2.13it/s]\nEpoch 0: |          | 3265/? [25:34<00:00,  2.13it/s]\nEpoch 0: |          | 3265/? [25:34<00:00,  2.13it/s]\nEpoch 0: |          | 3266/? [25:34<00:00,  2.13it/s]\nEpoch 0: |          | 3266/? [25:34<00:00,  2.13it/s]\nEpoch 0: |          | 3267/? [25:34<00:00,  2.13it/s]\nEpoch 0: |          | 3267/? [25:34<00:00,  2.13it/s]\nEpoch 0: |          | 3268/? [25:35<00:00,  2.13it/s]\nEpoch 0: |          | 3268/? [25:35<00:00,  2.13it/s]\nEpoch 0: |          | 3269/? [25:35<00:00,  2.13it/s]\nEpoch 0: |          | 3269/? [25:35<00:00,  2.13it/s]\nEpoch 0: |          | 3270/? [25:36<00:00,  2.13it/s]\nEpoch 0: |          | 3270/? [25:36<00:00,  2.13it/s]\nEpoch 0: |          | 3271/? [25:36<00:00,  2.13it/s]\nEpoch 0: |          | 3271/? [25:36<00:00,  2.13it/s]\nEpoch 0: |          | 3272/? [25:36<00:00,  2.13it/s]\nEpoch 0: |          | 3272/? [25:36<00:00,  2.13it/s]\nEpoch 0: |          | 3273/? [25:37<00:00,  2.13it/s]\nEpoch 0: |          | 3273/? [25:37<00:00,  2.13it/s]\nEpoch 0: |          | 3274/? [25:37<00:00,  2.13it/s]\nEpoch 0: |          | 3274/? [25:37<00:00,  2.13it/s]\nEpoch 0: |          | 3275/? [25:38<00:00,  2.13it/s]\nEpoch 0: |          | 3275/? [25:38<00:00,  2.13it/s]\nEpoch 0: |          | 3276/? [25:38<00:00,  2.13it/s]\nEpoch 0: |          | 3276/? [25:38<00:00,  2.13it/s]\nEpoch 0: |          | 3277/? [25:38<00:00,  2.13it/s]\nEpoch 0: |          | 3277/? [25:38<00:00,  2.13it/s]\nEpoch 0: |          | 3278/? [25:39<00:00,  2.13it/s]\nEpoch 0: |          | 3278/? [25:39<00:00,  2.13it/s]\nEpoch 0: |          | 3279/? [25:39<00:00,  2.13it/s]\nEpoch 0: |          | 3279/? [25:39<00:00,  2.13it/s]\nEpoch 0: |          | 3280/? [25:40<00:00,  2.13it/s]\nEpoch 0: |          | 3280/? [25:40<00:00,  2.13it/s]\nEpoch 0: |          | 3281/? [25:40<00:00,  2.13it/s]\nEpoch 0: |          | 3281/? [25:40<00:00,  2.13it/s]\nEpoch 0: |          | 3282/? [25:40<00:00,  2.13it/s]\nEpoch 0: |          | 3282/? [25:40<00:00,  2.13it/s]\nEpoch 0: |          | 3283/? [25:41<00:00,  2.13it/s]\nEpoch 0: |          | 3283/? [25:41<00:00,  2.13it/s]\nEpoch 0: |          | 3284/? [25:41<00:00,  2.13it/s]\nEpoch 0: |          | 3284/? [25:41<00:00,  2.13it/s]\nEpoch 0: |          | 3285/? [25:41<00:00,  2.13it/s]\nEpoch 0: |          | 3285/? [25:41<00:00,  2.13it/s]\nEpoch 0: |          | 3286/? [25:42<00:00,  2.13it/s]\nEpoch 0: |          | 3286/? [25:42<00:00,  2.13it/s]\nEpoch 0: |          | 3287/? [25:42<00:00,  2.13it/s]\nEpoch 0: |          | 3287/? [25:42<00:00,  2.13it/s]\nEpoch 0: |          | 3288/? [25:43<00:00,  2.13it/s]\nEpoch 0: |          | 3288/? [25:43<00:00,  2.13it/s]\nEpoch 0: |          | 3289/? [25:43<00:00,  2.13it/s]\nEpoch 0: |          | 3289/? [25:43<00:00,  2.13it/s]\nEpoch 0: |          | 3290/? [25:43<00:00,  2.13it/s]\nEpoch 0: |          | 3290/? [25:43<00:00,  2.13it/s]\nEpoch 0: |          | 3291/? [25:44<00:00,  2.13it/s]\nEpoch 0: |          | 3291/? [25:44<00:00,  2.13it/s]\nEpoch 0: |          | 3292/? [25:44<00:00,  2.13it/s]\nEpoch 0: |          | 3292/? [25:44<00:00,  2.13it/s]\nEpoch 0: |          | 3293/? [25:45<00:00,  2.13it/s]\nEpoch 0: |          | 3293/? [25:45<00:00,  2.13it/s]\nEpoch 0: |          | 3294/? [25:45<00:00,  2.13it/s]\nEpoch 0: |          | 3294/? [25:45<00:00,  2.13it/s]\nEpoch 0: |          | 3295/? [25:45<00:00,  2.13it/s]\nEpoch 0: |          | 3295/? [25:45<00:00,  2.13it/s]\nEpoch 0: |          | 3296/? [25:46<00:00,  2.13it/s]\nEpoch 0: |          | 3296/? [25:46<00:00,  2.13it/s]\nEpoch 0: |          | 3297/? [25:46<00:00,  2.13it/s]\nEpoch 0: |          | 3297/? [25:46<00:00,  2.13it/s]\nEpoch 0: |          | 3298/? [25:47<00:00,  2.13it/s]\nEpoch 0: |          | 3298/? [25:47<00:00,  2.13it/s]\nEpoch 0: |          | 3299/? [25:47<00:00,  2.13it/s]\nEpoch 0: |          | 3299/? [25:47<00:00,  2.13it/s]\nEpoch 0: |          | 3300/? [25:47<00:00,  2.13it/s]\nEpoch 0: |          | 3300/? [25:47<00:00,  2.13it/s]\nEpoch 0: |          | 3301/? [25:48<00:00,  2.13it/s]\nEpoch 0: |          | 3301/? [25:48<00:00,  2.13it/s]\nEpoch 0: |          | 3302/? [25:48<00:00,  2.13it/s]\nEpoch 0: |          | 3302/? [25:48<00:00,  2.13it/s]\nEpoch 0: |          | 3303/? [25:49<00:00,  2.13it/s]\nEpoch 0: |          | 3303/? [25:49<00:00,  2.13it/s]\nEpoch 0: |          | 3304/? [25:49<00:00,  2.13it/s]\nEpoch 0: |          | 3304/? [25:49<00:00,  2.13it/s]\nEpoch 0: |          | 3305/? [25:49<00:00,  2.13it/s]\nEpoch 0: |          | 3305/? [25:49<00:00,  2.13it/s]\nEpoch 0: |          | 3306/? [25:50<00:00,  2.13it/s]\nEpoch 0: |          | 3306/? [25:50<00:00,  2.13it/s]\nEpoch 0: |          | 3307/? [25:50<00:00,  2.13it/s]\nEpoch 0: |          | 3307/? [25:50<00:00,  2.13it/s]\nEpoch 0: |          | 3308/? [25:50<00:00,  2.13it/s]\nEpoch 0: |          | 3308/? [25:50<00:00,  2.13it/s]\nEpoch 0: |          | 3309/? [25:51<00:00,  2.13it/s]\nEpoch 0: |          | 3309/? [25:51<00:00,  2.13it/s]\nEpoch 0: |          | 3310/? [25:51<00:00,  2.13it/s]\nEpoch 0: |          | 3310/? [25:51<00:00,  2.13it/s]\nEpoch 0: |          | 3311/? [25:52<00:00,  2.13it/s]\nEpoch 0: |          | 3311/? [25:52<00:00,  2.13it/s]\nEpoch 0: |          | 3312/? [25:52<00:00,  2.13it/s]\nEpoch 0: |          | 3312/? [25:52<00:00,  2.13it/s]\nEpoch 0: |          | 3313/? [25:52<00:00,  2.13it/s]\nEpoch 0: |          | 3313/? [25:52<00:00,  2.13it/s]\nEpoch 0: |          | 3314/? [25:53<00:00,  2.13it/s]\nEpoch 0: |          | 3314/? [25:53<00:00,  2.13it/s]\nEpoch 0: |          | 3315/? [25:53<00:00,  2.13it/s]\nEpoch 0: |          | 3315/? [25:53<00:00,  2.13it/s]\nEpoch 0: |          | 3316/? [25:54<00:00,  2.13it/s]\nEpoch 0: |          | 3316/? [25:54<00:00,  2.13it/s]\nEpoch 0: |          | 3317/? [25:54<00:00,  2.13it/s]\nEpoch 0: |          | 3317/? [25:54<00:00,  2.13it/s]\nEpoch 0: |          | 3318/? [25:54<00:00,  2.13it/s]\nEpoch 0: |          | 3318/? [25:54<00:00,  2.13it/s]\nEpoch 0: |          | 3319/? [25:55<00:00,  2.13it/s]\nEpoch 0: |          | 3319/? [25:55<00:00,  2.13it/s]\nEpoch 0: |          | 3320/? [25:55<00:00,  2.13it/s]\nEpoch 0: |          | 3320/? [25:55<00:00,  2.13it/s]\nEpoch 0: |          | 3321/? [25:56<00:00,  2.13it/s]\nEpoch 0: |          | 3321/? [25:56<00:00,  2.13it/s]\nEpoch 0: |          | 3322/? [25:56<00:00,  2.13it/s]\nEpoch 0: |          | 3322/? [25:56<00:00,  2.13it/s]\nEpoch 0: |          | 3323/? [25:56<00:00,  2.13it/s]\nEpoch 0: |          | 3323/? [25:56<00:00,  2.13it/s]\nEpoch 0: |          | 3324/? [25:57<00:00,  2.13it/s]\nEpoch 0: |          | 3324/? [25:57<00:00,  2.13it/s]\nEpoch 0: |          | 3325/? [25:57<00:00,  2.13it/s]\nEpoch 0: |          | 3325/? [25:57<00:00,  2.13it/s]\nEpoch 0: |          | 3326/? [25:58<00:00,  2.13it/s]\nEpoch 0: |          | 3326/? [25:58<00:00,  2.13it/s]\nEpoch 0: |          | 3327/? [25:58<00:00,  2.13it/s]\nEpoch 0: |          | 3327/? [25:58<00:00,  2.13it/s]\nEpoch 0: |          | 3328/? [25:58<00:00,  2.13it/s]\nEpoch 0: |          | 3328/? [25:58<00:00,  2.13it/s]\nEpoch 0: |          | 3329/? [25:59<00:00,  2.14it/s]\nEpoch 0: |          | 3329/? [25:59<00:00,  2.14it/s]\nEpoch 0: |          | 3330/? [25:59<00:00,  2.14it/s]\nEpoch 0: |          | 3330/? [25:59<00:00,  2.14it/s]\nEpoch 0: |          | 3331/? [25:59<00:00,  2.14it/s]\nEpoch 0: |          | 3331/? [25:59<00:00,  2.14it/s]\nEpoch 0: |          | 3332/? [26:00<00:00,  2.14it/s]\nEpoch 0: |          | 3332/? [26:00<00:00,  2.14it/s]\nEpoch 0: |          | 3333/? [26:00<00:00,  2.14it/s]\nEpoch 0: |          | 3333/? [26:00<00:00,  2.14it/s]\nEpoch 0: |          | 3334/? [26:01<00:00,  2.14it/s]\nEpoch 0: |          | 3334/? [26:01<00:00,  2.14it/s]\nEpoch 0: |          | 3335/? [26:01<00:00,  2.14it/s]\nEpoch 0: |          | 3335/? [26:01<00:00,  2.14it/s]\nEpoch 0: |          | 3336/? [26:01<00:00,  2.14it/s]\nEpoch 0: |          | 3336/? [26:01<00:00,  2.14it/s]\nEpoch 0: |          | 3337/? [26:02<00:00,  2.14it/s]\nEpoch 0: |          | 3337/? [26:02<00:00,  2.14it/s]\nEpoch 0: |          | 3338/? [26:02<00:00,  2.14it/s]\nEpoch 0: |          | 3338/? [26:02<00:00,  2.14it/s]\nEpoch 0: |          | 3339/? [26:03<00:00,  2.14it/s]\nEpoch 0: |          | 3339/? [26:03<00:00,  2.14it/s]\nEpoch 0: |          | 3340/? [26:03<00:00,  2.14it/s]\nEpoch 0: |          | 3340/? [26:03<00:00,  2.14it/s]\nEpoch 0: |          | 3341/? [26:03<00:00,  2.14it/s]\nEpoch 0: |          | 3341/? [26:03<00:00,  2.14it/s]\nEpoch 0: |          | 3342/? [26:04<00:00,  2.14it/s]\nEpoch 0: |          | 3342/? [26:04<00:00,  2.14it/s]\nEpoch 0: |          | 3343/? [26:04<00:00,  2.14it/s]\nEpoch 0: |          | 3343/? [26:04<00:00,  2.14it/s]\nEpoch 0: |          | 3344/? [26:05<00:00,  2.14it/s]\nEpoch 0: |          | 3344/? [26:05<00:00,  2.14it/s]\nEpoch 0: |          | 3345/? [26:05<00:00,  2.14it/s]\nEpoch 0: |          | 3345/? [26:05<00:00,  2.14it/s]\nEpoch 0: |          | 3346/? [26:05<00:00,  2.14it/s]\nEpoch 0: |          | 3346/? [26:05<00:00,  2.14it/s]\nEpoch 0: |          | 3347/? [26:06<00:00,  2.14it/s]\nEpoch 0: |          | 3347/? [26:06<00:00,  2.14it/s]\nEpoch 0: |          | 3348/? [26:06<00:00,  2.14it/s]\nEpoch 0: |          | 3348/? [26:06<00:00,  2.14it/s]\nEpoch 0: |          | 3349/? [26:06<00:00,  2.14it/s]\nEpoch 0: |          | 3349/? [26:06<00:00,  2.14it/s]\nEpoch 0: |          | 3350/? [26:07<00:00,  2.14it/s]\nEpoch 0: |          | 3350/? [26:07<00:00,  2.14it/s]\nEpoch 0: |          | 3351/? [26:07<00:00,  2.14it/s]\nEpoch 0: |          | 3351/? [26:07<00:00,  2.14it/s]\nEpoch 0: |          | 3352/? [26:08<00:00,  2.14it/s]\nEpoch 0: |          | 3352/? [26:08<00:00,  2.14it/s]\nEpoch 0: |          | 3353/? [26:08<00:00,  2.14it/s]\nEpoch 0: |          | 3353/? [26:08<00:00,  2.14it/s]\nEpoch 0: |          | 3354/? [26:08<00:00,  2.14it/s]\nEpoch 0: |          | 3354/? [26:08<00:00,  2.14it/s]\nEpoch 0: |          | 3355/? [26:09<00:00,  2.14it/s]\nEpoch 0: |          | 3355/? [26:09<00:00,  2.14it/s]\nEpoch 0: |          | 3356/? [26:09<00:00,  2.14it/s]\nEpoch 0: |          | 3356/? [26:09<00:00,  2.14it/s]\nEpoch 0: |          | 3357/? [26:10<00:00,  2.14it/s]\nEpoch 0: |          | 3357/? [26:10<00:00,  2.14it/s]\nEpoch 0: |          | 3358/? [26:10<00:00,  2.14it/s]\nEpoch 0: |          | 3358/? [26:10<00:00,  2.14it/s]\nEpoch 0: |          | 3359/? [26:10<00:00,  2.14it/s]\nEpoch 0: |          | 3359/? [26:10<00:00,  2.14it/s]\nEpoch 0: |          | 3360/? [26:11<00:00,  2.14it/s]\nEpoch 0: |          | 3360/? [26:11<00:00,  2.14it/s]\nEpoch 0: |          | 3361/? [26:11<00:00,  2.14it/s]\nEpoch 0: |          | 3361/? [26:11<00:00,  2.14it/s]\nEpoch 0: |          | 3362/? [26:12<00:00,  2.14it/s]\nEpoch 0: |          | 3362/? [26:12<00:00,  2.14it/s]\nEpoch 0: |          | 3363/? [26:12<00:00,  2.14it/s]\nEpoch 0: |          | 3363/? [26:12<00:00,  2.14it/s]\nEpoch 0: |          | 3364/? [26:12<00:00,  2.14it/s]\nEpoch 0: |          | 3364/? [26:12<00:00,  2.14it/s]\nEpoch 0: |          | 3365/? [26:13<00:00,  2.14it/s]\nEpoch 0: |          | 3365/? [26:13<00:00,  2.14it/s]\nEpoch 0: |          | 3366/? [26:13<00:00,  2.14it/s]\nEpoch 0: |          | 3366/? [26:13<00:00,  2.14it/s]\nEpoch 0: |          | 3367/? [26:13<00:00,  2.14it/s]\nEpoch 0: |          | 3367/? [26:13<00:00,  2.14it/s]\nEpoch 0: |          | 3368/? [26:14<00:00,  2.14it/s]\nEpoch 0: |          | 3368/? [26:14<00:00,  2.14it/s]\nEpoch 0: |          | 3369/? [26:14<00:00,  2.14it/s]\nEpoch 0: |          | 3369/? [26:14<00:00,  2.14it/s]\nEpoch 0: |          | 3370/? [26:15<00:00,  2.14it/s]\nEpoch 0: |          | 3370/? [26:15<00:00,  2.14it/s]\nEpoch 0: |          | 3371/? [26:15<00:00,  2.14it/s]\nEpoch 0: |          | 3371/? [26:15<00:00,  2.14it/s]\nEpoch 0: |          | 3372/? [26:15<00:00,  2.14it/s]\nEpoch 0: |          | 3372/? [26:15<00:00,  2.14it/s]\nEpoch 0: |          | 3373/? [26:16<00:00,  2.14it/s]\nEpoch 0: |          | 3373/? [26:16<00:00,  2.14it/s]\nEpoch 0: |          | 3374/? [26:16<00:00,  2.14it/s]\nEpoch 0: |          | 3374/? [26:16<00:00,  2.14it/s]\nEpoch 0: |          | 3375/? [26:17<00:00,  2.14it/s]\nEpoch 0: |          | 3375/? [26:17<00:00,  2.14it/s]\nEpoch 0: |          | 3376/? [26:17<00:00,  2.14it/s]\nEpoch 0: |          | 3376/? [26:17<00:00,  2.14it/s]\nEpoch 0: |          | 3377/? [26:17<00:00,  2.14it/s]\nEpoch 0: |          | 3377/? [26:17<00:00,  2.14it/s]\nEpoch 0: |          | 3378/? [26:18<00:00,  2.14it/s]\nEpoch 0: |          | 3378/? [26:18<00:00,  2.14it/s]\nEpoch 0: |          | 3379/? [26:18<00:00,  2.14it/s]\nEpoch 0: |          | 3379/? [26:18<00:00,  2.14it/s]\nEpoch 0: |          | 3380/? [26:19<00:00,  2.14it/s]\nEpoch 0: |          | 3380/? [26:19<00:00,  2.14it/s]\nEpoch 0: |          | 3381/? [26:19<00:00,  2.14it/s]\nEpoch 0: |          | 3381/? [26:19<00:00,  2.14it/s]\nEpoch 0: |          | 3382/? [26:19<00:00,  2.14it/s]\nEpoch 0: |          | 3382/? [26:19<00:00,  2.14it/s]\nEpoch 0: |          | 3383/? [26:20<00:00,  2.14it/s]\nEpoch 0: |          | 3383/? [26:20<00:00,  2.14it/s]\nEpoch 0: |          | 3384/? [26:20<00:00,  2.14it/s]\nEpoch 0: |          | 3384/? [26:20<00:00,  2.14it/s]\nEpoch 0: |          | 3385/? [26:20<00:00,  2.14it/s]\nEpoch 0: |          | 3385/? [26:20<00:00,  2.14it/s]\nEpoch 0: |          | 3386/? [26:21<00:00,  2.14it/s]\nEpoch 0: |          | 3386/? [26:21<00:00,  2.14it/s]\nEpoch 0: |          | 3387/? [26:21<00:00,  2.14it/s]\nEpoch 0: |          | 3387/? [26:21<00:00,  2.14it/s]\nEpoch 0: |          | 3388/? [26:22<00:00,  2.14it/s]\nEpoch 0: |          | 3388/? [26:22<00:00,  2.14it/s]\nEpoch 0: |          | 3389/? [26:22<00:00,  2.14it/s]\nEpoch 0: |          | 3389/? [26:22<00:00,  2.14it/s]\nEpoch 0: |          | 3390/? [26:22<00:00,  2.14it/s]\nEpoch 0: |          | 3390/? [26:22<00:00,  2.14it/s]\nEpoch 0: |          | 3391/? [26:23<00:00,  2.14it/s]\nEpoch 0: |          | 3391/? [26:23<00:00,  2.14it/s]\nEpoch 0: |          | 3392/? [26:23<00:00,  2.14it/s]\nEpoch 0: |          | 3392/? [26:23<00:00,  2.14it/s]\nEpoch 0: |          | 3393/? [26:24<00:00,  2.14it/s]\nEpoch 0: |          | 3393/? [26:24<00:00,  2.14it/s]\nEpoch 0: |          | 3394/? [26:24<00:00,  2.14it/s]\nEpoch 0: |          | 3394/? [26:24<00:00,  2.14it/s]\nEpoch 0: |          | 3395/? [26:24<00:00,  2.14it/s]\nEpoch 0: |          | 3395/? [26:24<00:00,  2.14it/s]\nEpoch 0: |          | 3396/? [26:25<00:00,  2.14it/s]\nEpoch 0: |          | 3396/? [26:25<00:00,  2.14it/s]\nEpoch 0: |          | 3397/? [26:25<00:00,  2.14it/s]\nEpoch 0: |          | 3397/? [26:25<00:00,  2.14it/s]\nEpoch 0: |          | 3398/? [26:26<00:00,  2.14it/s]\nEpoch 0: |          | 3398/? [26:26<00:00,  2.14it/s]\nEpoch 0: |          | 3399/? [26:26<00:00,  2.14it/s]\nEpoch 0: |          | 3399/? [26:26<00:00,  2.14it/s]\nEpoch 0: |          | 3400/? [26:26<00:00,  2.14it/s]\nEpoch 0: |          | 3400/? [26:26<00:00,  2.14it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  5.94it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  5.91it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  6.00it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.11it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 3400/? [26:27<00:00,  2.14it/s]\nEpoch 0: |          | 3401/? [26:27<00:00,  2.14it/s]\nEpoch 0: |          | 3401/? [26:27<00:00,  2.14it/s]\nEpoch 0: |          | 3402/? [26:28<00:00,  2.14it/s]\nEpoch 0: |          | 3402/? [26:28<00:00,  2.14it/s]\nEpoch 0: |          | 3403/? [26:28<00:00,  2.14it/s]\nEpoch 0: |          | 3403/? [26:28<00:00,  2.14it/s]\nEpoch 0: |          | 3404/? [26:29<00:00,  2.14it/s]\nEpoch 0: |          | 3404/? [26:29<00:00,  2.14it/s]\nEpoch 0: |          | 3405/? [26:29<00:00,  2.14it/s]\nEpoch 0: |          | 3405/? [26:29<00:00,  2.14it/s]\nEpoch 0: |          | 3406/? [26:29<00:00,  2.14it/s]\nEpoch 0: |          | 3406/? [26:29<00:00,  2.14it/s]\nEpoch 0: |          | 3407/? [26:30<00:00,  2.14it/s]\nEpoch 0: |          | 3407/? [26:30<00:00,  2.14it/s]\nEpoch 0: |          | 3408/? [26:30<00:00,  2.14it/s]\nEpoch 0: |          | 3408/? [26:30<00:00,  2.14it/s]\nEpoch 0: |          | 3409/? [26:31<00:00,  2.14it/s]\nEpoch 0: |          | 3409/? [26:31<00:00,  2.14it/s]\nEpoch 0: |          | 3410/? [26:31<00:00,  2.14it/s]\nEpoch 0: |          | 3410/? [26:31<00:00,  2.14it/s]\nEpoch 0: |          | 3411/? [26:31<00:00,  2.14it/s]\nEpoch 0: |          | 3411/? [26:31<00:00,  2.14it/s]\nEpoch 0: |          | 3412/? [26:32<00:00,  2.14it/s]\nEpoch 0: |          | 3412/? [26:32<00:00,  2.14it/s]\nEpoch 0: |          | 3413/? [26:32<00:00,  2.14it/s]\nEpoch 0: |          | 3413/? [26:32<00:00,  2.14it/s]\nEpoch 0: |          | 3414/? [26:32<00:00,  2.14it/s]\nEpoch 0: |          | 3414/? [26:32<00:00,  2.14it/s]\nEpoch 0: |          | 3415/? [26:33<00:00,  2.14it/s]\nEpoch 0: |          | 3415/? [26:33<00:00,  2.14it/s]\nEpoch 0: |          | 3416/? [26:33<00:00,  2.14it/s]\nEpoch 0: |          | 3416/? [26:33<00:00,  2.14it/s]\nEpoch 0: |          | 3417/? [26:34<00:00,  2.14it/s]\nEpoch 0: |          | 3417/? [26:34<00:00,  2.14it/s]\nEpoch 0: |          | 3418/? [26:34<00:00,  2.14it/s]\nEpoch 0: |          | 3418/? [26:34<00:00,  2.14it/s]\nEpoch 0: |          | 3419/? [26:34<00:00,  2.14it/s]\nEpoch 0: |          | 3419/? [26:34<00:00,  2.14it/s]\nEpoch 0: |          | 3420/? [26:35<00:00,  2.14it/s]\nEpoch 0: |          | 3420/? [26:35<00:00,  2.14it/s]\nEpoch 0: |          | 3421/? [26:35<00:00,  2.14it/s]\nEpoch 0: |          | 3421/? [26:35<00:00,  2.14it/s]\nEpoch 0: |          | 3422/? [26:36<00:00,  2.14it/s]\nEpoch 0: |          | 3422/? [26:36<00:00,  2.14it/s]\nEpoch 0: |          | 3423/? [26:36<00:00,  2.14it/s]\nEpoch 0: |          | 3423/? [26:36<00:00,  2.14it/s]\nEpoch 0: |          | 3424/? [26:36<00:00,  2.14it/s]\nEpoch 0: |          | 3424/? [26:36<00:00,  2.14it/s]\nEpoch 0: |          | 3425/? [26:37<00:00,  2.14it/s]\nEpoch 0: |          | 3425/? [26:37<00:00,  2.14it/s]\nEpoch 0: |          | 3426/? [26:37<00:00,  2.14it/s]\nEpoch 0: |          | 3426/? [26:37<00:00,  2.14it/s]\nEpoch 0: |          | 3427/? [26:38<00:00,  2.14it/s]\nEpoch 0: |          | 3427/? [26:38<00:00,  2.14it/s]\nEpoch 0: |          | 3428/? [26:38<00:00,  2.14it/s]\nEpoch 0: |          | 3428/? [26:38<00:00,  2.14it/s]\nEpoch 0: |          | 3429/? [26:38<00:00,  2.14it/s]\nEpoch 0: |          | 3429/? [26:38<00:00,  2.14it/s]\nEpoch 0: |          | 3430/? [26:39<00:00,  2.14it/s]\nEpoch 0: |          | 3430/? [26:39<00:00,  2.14it/s]\nEpoch 0: |          | 3431/? [26:39<00:00,  2.14it/s]\nEpoch 0: |          | 3431/? [26:39<00:00,  2.14it/s]\nEpoch 0: |          | 3432/? [26:40<00:00,  2.14it/s]\nEpoch 0: |          | 3432/? [26:40<00:00,  2.14it/s]\nEpoch 0: |          | 3433/? [26:40<00:00,  2.15it/s]\nEpoch 0: |          | 3433/? [26:40<00:00,  2.15it/s]\nEpoch 0: |          | 3434/? [26:40<00:00,  2.15it/s]\nEpoch 0: |          | 3434/? [26:40<00:00,  2.15it/s]\nEpoch 0: |          | 3435/? [26:41<00:00,  2.15it/s]\nEpoch 0: |          | 3435/? [26:41<00:00,  2.15it/s]\nEpoch 0: |          | 3436/? [26:41<00:00,  2.15it/s]\nEpoch 0: |          | 3436/? [26:41<00:00,  2.15it/s]\nEpoch 0: |          | 3437/? [26:41<00:00,  2.15it/s]\nEpoch 0: |          | 3437/? [26:41<00:00,  2.15it/s]\nEpoch 0: |          | 3438/? [26:42<00:00,  2.15it/s]\nEpoch 0: |          | 3438/? [26:42<00:00,  2.15it/s]\nEpoch 0: |          | 3439/? [26:42<00:00,  2.15it/s]\nEpoch 0: |          | 3439/? [26:42<00:00,  2.15it/s]\nEpoch 0: |          | 3440/? [26:43<00:00,  2.15it/s]\nEpoch 0: |          | 3440/? [26:43<00:00,  2.15it/s]\nEpoch 0: |          | 3441/? [26:43<00:00,  2.15it/s]\nEpoch 0: |          | 3441/? [26:43<00:00,  2.15it/s]\nEpoch 0: |          | 3442/? [26:43<00:00,  2.15it/s]\nEpoch 0: |          | 3442/? [26:43<00:00,  2.15it/s]\nEpoch 0: |          | 3443/? [26:44<00:00,  2.15it/s]\nEpoch 0: |          | 3443/? [26:44<00:00,  2.15it/s]\nEpoch 0: |          | 3444/? [26:44<00:00,  2.15it/s]\nEpoch 0: |          | 3444/? [26:44<00:00,  2.15it/s]\nEpoch 0: |          | 3445/? [26:45<00:00,  2.15it/s]\nEpoch 0: |          | 3445/? [26:45<00:00,  2.15it/s]\nEpoch 0: |          | 3446/? [26:45<00:00,  2.15it/s]\nEpoch 0: |          | 3446/? [26:45<00:00,  2.15it/s]\nEpoch 0: |          | 3447/? [26:45<00:00,  2.15it/s]\nEpoch 0: |          | 3447/? [26:45<00:00,  2.15it/s]\nEpoch 0: |          | 3448/? [26:46<00:00,  2.15it/s]\nEpoch 0: |          | 3448/? [26:46<00:00,  2.15it/s]\nEpoch 0: |          | 3449/? [26:46<00:00,  2.15it/s]\nEpoch 0: |          | 3449/? [26:46<00:00,  2.15it/s]\nEpoch 0: |          | 3450/? [26:47<00:00,  2.15it/s]\nEpoch 0: |          | 3450/? [26:47<00:00,  2.15it/s]\nEpoch 0: |          | 3451/? [26:47<00:00,  2.15it/s]\nEpoch 0: |          | 3451/? [26:47<00:00,  2.15it/s]\nEpoch 0: |          | 3452/? [26:47<00:00,  2.15it/s]\nEpoch 0: |          | 3452/? [26:47<00:00,  2.15it/s]\nEpoch 0: |          | 3453/? [26:48<00:00,  2.15it/s]\nEpoch 0: |          | 3453/? [26:48<00:00,  2.15it/s]\nEpoch 0: |          | 3454/? [26:48<00:00,  2.15it/s]\nEpoch 0: |          | 3454/? [26:48<00:00,  2.15it/s]\nEpoch 0: |          | 3455/? [26:48<00:00,  2.15it/s]\nEpoch 0: |          | 3455/? [26:48<00:00,  2.15it/s]\nEpoch 0: |          | 3456/? [26:49<00:00,  2.15it/s]\nEpoch 0: |          | 3456/? [26:49<00:00,  2.15it/s]\nEpoch 0: |          | 3457/? [26:49<00:00,  2.15it/s]\nEpoch 0: |          | 3457/? [26:49<00:00,  2.15it/s]\nEpoch 0: |          | 3458/? [26:50<00:00,  2.15it/s]\nEpoch 0: |          | 3458/? [26:50<00:00,  2.15it/s]\nEpoch 0: |          | 3459/? [26:50<00:00,  2.15it/s]\nEpoch 0: |          | 3459/? [26:50<00:00,  2.15it/s]\nEpoch 0: |          | 3460/? [26:50<00:00,  2.15it/s]\nEpoch 0: |          | 3460/? [26:50<00:00,  2.15it/s]\nEpoch 0: |          | 3461/? [26:51<00:00,  2.15it/s]\nEpoch 0: |          | 3461/? [26:51<00:00,  2.15it/s]\nEpoch 0: |          | 3462/? [26:51<00:00,  2.15it/s]\nEpoch 0: |          | 3462/? [26:51<00:00,  2.15it/s]\nEpoch 0: |          | 3463/? [26:52<00:00,  2.15it/s]\nEpoch 0: |          | 3463/? [26:52<00:00,  2.15it/s]\nEpoch 0: |          | 3464/? [26:52<00:00,  2.15it/s]\nEpoch 0: |          | 3464/? [26:52<00:00,  2.15it/s]\nEpoch 0: |          | 3465/? [26:52<00:00,  2.15it/s]\nEpoch 0: |          | 3465/? [26:52<00:00,  2.15it/s]\nEpoch 0: |          | 3466/? [26:53<00:00,  2.15it/s]\nEpoch 0: |          | 3466/? [26:53<00:00,  2.15it/s]\nEpoch 0: |          | 3467/? [26:53<00:00,  2.15it/s]\nEpoch 0: |          | 3467/? [26:53<00:00,  2.15it/s]\nEpoch 0: |          | 3468/? [26:54<00:00,  2.15it/s]\nEpoch 0: |          | 3468/? [26:54<00:00,  2.15it/s]\nEpoch 0: |          | 3469/? [26:54<00:00,  2.15it/s]\nEpoch 0: |          | 3469/? [26:54<00:00,  2.15it/s]\nEpoch 0: |          | 3470/? [26:54<00:00,  2.15it/s]\nEpoch 0: |          | 3470/? [26:54<00:00,  2.15it/s]\nEpoch 0: |          | 3471/? [26:55<00:00,  2.15it/s]\nEpoch 0: |          | 3471/? [26:55<00:00,  2.15it/s]\nEpoch 0: |          | 3472/? [26:55<00:00,  2.15it/s]\nEpoch 0: |          | 3472/? [26:55<00:00,  2.15it/s]\nEpoch 0: |          | 3473/? [26:55<00:00,  2.15it/s]\nEpoch 0: |          | 3473/? [26:55<00:00,  2.15it/s]\nEpoch 0: |          | 3474/? [26:56<00:00,  2.15it/s]\nEpoch 0: |          | 3474/? [26:56<00:00,  2.15it/s]\nEpoch 0: |          | 3475/? [26:56<00:00,  2.15it/s]\nEpoch 0: |          | 3475/? [26:56<00:00,  2.15it/s]\nEpoch 0: |          | 3476/? [26:57<00:00,  2.15it/s]\nEpoch 0: |          | 3476/? [26:57<00:00,  2.15it/s]\nEpoch 0: |          | 3477/? [26:57<00:00,  2.15it/s]\nEpoch 0: |          | 3477/? [26:57<00:00,  2.15it/s]\nEpoch 0: |          | 3478/? [26:57<00:00,  2.15it/s]\nEpoch 0: |          | 3478/? [26:57<00:00,  2.15it/s]\nEpoch 0: |          | 3479/? [26:58<00:00,  2.15it/s]\nEpoch 0: |          | 3479/? [26:58<00:00,  2.15it/s]\nEpoch 0: |          | 3480/? [26:58<00:00,  2.15it/s]\nEpoch 0: |          | 3480/? [26:58<00:00,  2.15it/s]\nEpoch 0: |          | 3481/? [26:59<00:00,  2.15it/s]\nEpoch 0: |          | 3481/? [26:59<00:00,  2.15it/s]\nEpoch 0: |          | 3482/? [26:59<00:00,  2.15it/s]\nEpoch 0: |          | 3482/? [26:59<00:00,  2.15it/s]\nEpoch 0: |          | 3483/? [26:59<00:00,  2.15it/s]\nEpoch 0: |          | 3483/? [26:59<00:00,  2.15it/s]\nEpoch 0: |          | 3484/? [27:00<00:00,  2.15it/s]\nEpoch 0: |          | 3484/? [27:00<00:00,  2.15it/s]\nEpoch 0: |          | 3485/? [27:00<00:00,  2.15it/s]\nEpoch 0: |          | 3485/? [27:00<00:00,  2.15it/s]\nEpoch 0: |          | 3486/? [27:01<00:00,  2.15it/s]\nEpoch 0: |          | 3486/? [27:01<00:00,  2.15it/s]\nEpoch 0: |          | 3487/? [27:01<00:00,  2.15it/s]\nEpoch 0: |          | 3487/? [27:01<00:00,  2.15it/s]\nEpoch 0: |          | 3488/? [27:01<00:00,  2.15it/s]\nEpoch 0: |          | 3488/? [27:01<00:00,  2.15it/s]\nEpoch 0: |          | 3489/? [27:02<00:00,  2.15it/s]\nEpoch 0: |          | 3489/? [27:02<00:00,  2.15it/s]\nEpoch 0: |          | 3490/? [27:02<00:00,  2.15it/s]\nEpoch 0: |          | 3490/? [27:02<00:00,  2.15it/s]\nEpoch 0: |          | 3491/? [27:02<00:00,  2.15it/s]\nEpoch 0: |          | 3491/? [27:02<00:00,  2.15it/s]\nEpoch 0: |          | 3492/? [27:03<00:00,  2.15it/s]\nEpoch 0: |          | 3492/? [27:03<00:00,  2.15it/s]\nEpoch 0: |          | 3493/? [27:03<00:00,  2.15it/s]\nEpoch 0: |          | 3493/? [27:03<00:00,  2.15it/s]\nEpoch 0: |          | 3494/? [27:04<00:00,  2.15it/s]\nEpoch 0: |          | 3494/? [27:04<00:00,  2.15it/s]\nEpoch 0: |          | 3495/? [27:04<00:00,  2.15it/s]\nEpoch 0: |          | 3495/? [27:04<00:00,  2.15it/s]\nEpoch 0: |          | 3496/? [27:04<00:00,  2.15it/s]\nEpoch 0: |          | 3496/? [27:04<00:00,  2.15it/s]\nEpoch 0: |          | 3497/? [27:05<00:00,  2.15it/s]\nEpoch 0: |          | 3497/? [27:05<00:00,  2.15it/s]\nEpoch 0: |          | 3498/? [27:05<00:00,  2.15it/s]\nEpoch 0: |          | 3498/? [27:05<00:00,  2.15it/s]\nEpoch 0: |          | 3499/? [27:06<00:00,  2.15it/s]\nEpoch 0: |          | 3499/? [27:06<00:00,  2.15it/s]\nEpoch 0: |          | 3500/? [27:06<00:00,  2.15it/s]\nEpoch 0: |          | 3500/? [27:06<00:00,  2.15it/s]\nEpoch 0: |          | 3501/? [27:06<00:00,  2.15it/s]\nEpoch 0: |          | 3501/? [27:06<00:00,  2.15it/s]\nEpoch 0: |          | 3502/? [27:07<00:00,  2.15it/s]\nEpoch 0: |          | 3502/? [27:07<00:00,  2.15it/s]\nEpoch 0: |          | 3503/? [27:07<00:00,  2.15it/s]\nEpoch 0: |          | 3503/? [27:07<00:00,  2.15it/s]\nEpoch 0: |          | 3504/? [27:08<00:00,  2.15it/s]\nEpoch 0: |          | 3504/? [27:08<00:00,  2.15it/s]\nEpoch 0: |          | 3505/? [27:08<00:00,  2.15it/s]\nEpoch 0: |          | 3505/? [27:08<00:00,  2.15it/s]\nEpoch 0: |          | 3506/? [27:08<00:00,  2.15it/s]\nEpoch 0: |          | 3506/? [27:08<00:00,  2.15it/s]\nEpoch 0: |          | 3507/? [27:09<00:00,  2.15it/s]\nEpoch 0: |          | 3507/? [27:09<00:00,  2.15it/s]\nEpoch 0: |          | 3508/? [27:09<00:00,  2.15it/s]\nEpoch 0: |          | 3508/? [27:09<00:00,  2.15it/s]\nEpoch 0: |          | 3509/? [27:09<00:00,  2.15it/s]\nEpoch 0: |          | 3509/? [27:09<00:00,  2.15it/s]\nEpoch 0: |          | 3510/? [27:10<00:00,  2.15it/s]\nEpoch 0: |          | 3510/? [27:10<00:00,  2.15it/s]\nEpoch 0: |          | 3511/? [27:10<00:00,  2.15it/s]\nEpoch 0: |          | 3511/? [27:10<00:00,  2.15it/s]\nEpoch 0: |          | 3512/? [27:11<00:00,  2.15it/s]\nEpoch 0: |          | 3512/? [27:11<00:00,  2.15it/s]\nEpoch 0: |          | 3513/? [27:11<00:00,  2.15it/s]\nEpoch 0: |          | 3513/? [27:11<00:00,  2.15it/s]\nEpoch 0: |          | 3514/? [27:11<00:00,  2.15it/s]\nEpoch 0: |          | 3514/? [27:11<00:00,  2.15it/s]\nEpoch 0: |          | 3515/? [27:12<00:00,  2.15it/s]\nEpoch 0: |          | 3515/? [27:12<00:00,  2.15it/s]\nEpoch 0: |          | 3516/? [27:12<00:00,  2.15it/s]\nEpoch 0: |          | 3516/? [27:12<00:00,  2.15it/s]\nEpoch 0: |          | 3517/? [27:13<00:00,  2.15it/s]\nEpoch 0: |          | 3517/? [27:13<00:00,  2.15it/s]\nEpoch 0: |          | 3518/? [27:13<00:00,  2.15it/s]\nEpoch 0: |          | 3518/? [27:13<00:00,  2.15it/s]\nEpoch 0: |          | 3519/? [27:13<00:00,  2.15it/s]\nEpoch 0: |          | 3519/? [27:13<00:00,  2.15it/s]\nEpoch 0: |          | 3520/? [27:14<00:00,  2.15it/s]\nEpoch 0: |          | 3520/? [27:14<00:00,  2.15it/s]\nEpoch 0: |          | 3521/? [27:14<00:00,  2.15it/s]\nEpoch 0: |          | 3521/? [27:14<00:00,  2.15it/s]\nEpoch 0: |          | 3522/? [27:14<00:00,  2.15it/s]\nEpoch 0: |          | 3522/? [27:14<00:00,  2.15it/s]\nEpoch 0: |          | 3523/? [27:15<00:00,  2.15it/s]\nEpoch 0: |          | 3523/? [27:15<00:00,  2.15it/s]\nEpoch 0: |          | 3524/? [27:15<00:00,  2.15it/s]\nEpoch 0: |          | 3524/? [27:15<00:00,  2.15it/s]\nEpoch 0: |          | 3525/? [27:16<00:00,  2.15it/s]\nEpoch 0: |          | 3525/? [27:16<00:00,  2.15it/s]\nEpoch 0: |          | 3526/? [27:16<00:00,  2.15it/s]\nEpoch 0: |          | 3526/? [27:16<00:00,  2.15it/s]\nEpoch 0: |          | 3527/? [27:16<00:00,  2.15it/s]\nEpoch 0: |          | 3527/? [27:16<00:00,  2.15it/s]\nEpoch 0: |          | 3528/? [27:17<00:00,  2.15it/s]\nEpoch 0: |          | 3528/? [27:17<00:00,  2.15it/s]\nEpoch 0: |          | 3529/? [27:17<00:00,  2.15it/s]\nEpoch 0: |          | 3529/? [27:17<00:00,  2.15it/s]\nEpoch 0: |          | 3530/? [27:18<00:00,  2.15it/s]\nEpoch 0: |          | 3530/? [27:18<00:00,  2.15it/s]\nEpoch 0: |          | 3531/? [27:18<00:00,  2.16it/s]\nEpoch 0: |          | 3531/? [27:18<00:00,  2.16it/s]\nEpoch 0: |          | 3532/? [27:18<00:00,  2.16it/s]\nEpoch 0: |          | 3532/? [27:18<00:00,  2.16it/s]\nEpoch 0: |          | 3533/? [27:19<00:00,  2.16it/s]\nEpoch 0: |          | 3533/? [27:19<00:00,  2.16it/s]\nEpoch 0: |          | 3534/? [27:19<00:00,  2.16it/s]\nEpoch 0: |          | 3534/? [27:19<00:00,  2.16it/s]\nEpoch 0: |          | 3535/? [27:20<00:00,  2.16it/s]\nEpoch 0: |          | 3535/? [27:20<00:00,  2.16it/s]\nEpoch 0: |          | 3536/? [27:20<00:00,  2.16it/s]\nEpoch 0: |          | 3536/? [27:20<00:00,  2.16it/s]\nEpoch 0: |          | 3537/? [27:20<00:00,  2.16it/s]\nEpoch 0: |          | 3537/? [27:20<00:00,  2.16it/s]\nEpoch 0: |          | 3538/? [27:21<00:00,  2.16it/s]\nEpoch 0: |          | 3538/? [27:21<00:00,  2.16it/s]\nEpoch 0: |          | 3539/? [27:21<00:00,  2.16it/s]\nEpoch 0: |          | 3539/? [27:21<00:00,  2.16it/s]\nEpoch 0: |          | 3540/? [27:21<00:00,  2.16it/s]\nEpoch 0: |          | 3540/? [27:21<00:00,  2.16it/s]\nEpoch 0: |          | 3541/? [27:22<00:00,  2.16it/s]\nEpoch 0: |          | 3541/? [27:22<00:00,  2.16it/s]\nEpoch 0: |          | 3542/? [27:22<00:00,  2.16it/s]\nEpoch 0: |          | 3542/? [27:22<00:00,  2.16it/s]\nEpoch 0: |          | 3543/? [27:23<00:00,  2.16it/s]\nEpoch 0: |          | 3543/? [27:23<00:00,  2.16it/s]\nEpoch 0: |          | 3544/? [27:23<00:00,  2.16it/s]\nEpoch 0: |          | 3544/? [27:23<00:00,  2.16it/s]\nEpoch 0: |          | 3545/? [27:23<00:00,  2.16it/s]\nEpoch 0: |          | 3545/? [27:23<00:00,  2.16it/s]\nEpoch 0: |          | 3546/? [27:24<00:00,  2.16it/s]\nEpoch 0: |          | 3546/? [27:24<00:00,  2.16it/s]\nEpoch 0: |          | 3547/? [27:24<00:00,  2.16it/s]\nEpoch 0: |          | 3547/? [27:24<00:00,  2.16it/s]\nEpoch 0: |          | 3548/? [27:25<00:00,  2.16it/s]\nEpoch 0: |          | 3548/? [27:25<00:00,  2.16it/s]\nEpoch 0: |          | 3549/? [27:25<00:00,  2.16it/s]\nEpoch 0: |          | 3549/? [27:25<00:00,  2.16it/s]\nEpoch 0: |          | 3550/? [27:25<00:00,  2.16it/s]\nEpoch 0: |          | 3550/? [27:25<00:00,  2.16it/s]\nEpoch 0: |          | 3551/? [27:26<00:00,  2.16it/s]\nEpoch 0: |          | 3551/? [27:26<00:00,  2.16it/s]\nEpoch 0: |          | 3552/? [27:26<00:00,  2.16it/s]\nEpoch 0: |          | 3552/? [27:26<00:00,  2.16it/s]\nEpoch 0: |          | 3553/? [27:27<00:00,  2.16it/s]\nEpoch 0: |          | 3553/? [27:27<00:00,  2.16it/s]\nEpoch 0: |          | 3554/? [27:27<00:00,  2.16it/s]\nEpoch 0: |          | 3554/? [27:27<00:00,  2.16it/s]\nEpoch 0: |          | 3555/? [27:27<00:00,  2.16it/s]\nEpoch 0: |          | 3555/? [27:27<00:00,  2.16it/s]\nEpoch 0: |          | 3556/? [27:28<00:00,  2.16it/s]\nEpoch 0: |          | 3556/? [27:28<00:00,  2.16it/s]\nEpoch 0: |          | 3557/? [27:28<00:00,  2.16it/s]\nEpoch 0: |          | 3557/? [27:28<00:00,  2.16it/s]\nEpoch 0: |          | 3558/? [27:29<00:00,  2.16it/s]\nEpoch 0: |          | 3558/? [27:29<00:00,  2.16it/s]\nEpoch 0: |          | 3559/? [27:29<00:00,  2.16it/s]\nEpoch 0: |          | 3559/? [27:29<00:00,  2.16it/s]\nEpoch 0: |          | 3560/? [27:29<00:00,  2.16it/s]\nEpoch 0: |          | 3560/? [27:29<00:00,  2.16it/s]\nEpoch 0: |          | 3561/? [27:30<00:00,  2.16it/s]\nEpoch 0: |          | 3561/? [27:30<00:00,  2.16it/s]\nEpoch 0: |          | 3562/? [27:30<00:00,  2.16it/s]\nEpoch 0: |          | 3562/? [27:30<00:00,  2.16it/s]\nEpoch 0: |          | 3563/? [27:31<00:00,  2.16it/s]\nEpoch 0: |          | 3563/? [27:31<00:00,  2.16it/s]\nEpoch 0: |          | 3564/? [27:31<00:00,  2.16it/s]\nEpoch 0: |          | 3564/? [27:31<00:00,  2.16it/s]\nEpoch 0: |          | 3565/? [27:31<00:00,  2.16it/s]\nEpoch 0: |          | 3565/? [27:31<00:00,  2.16it/s]\nEpoch 0: |          | 3566/? [27:32<00:00,  2.16it/s]\nEpoch 0: |          | 3566/? [27:32<00:00,  2.16it/s]\nEpoch 0: |          | 3567/? [27:32<00:00,  2.16it/s]\nEpoch 0: |          | 3567/? [27:32<00:00,  2.16it/s]\nEpoch 0: |          | 3568/? [27:33<00:00,  2.16it/s]\nEpoch 0: |          | 3568/? [27:33<00:00,  2.16it/s]\nEpoch 0: |          | 3569/? [27:33<00:00,  2.16it/s]\nEpoch 0: |          | 3569/? [27:33<00:00,  2.16it/s]\nEpoch 0: |          | 3570/? [27:33<00:00,  2.16it/s]\nEpoch 0: |          | 3570/? [27:33<00:00,  2.16it/s]\nEpoch 0: |          | 3571/? [27:34<00:00,  2.16it/s]\nEpoch 0: |          | 3571/? [27:34<00:00,  2.16it/s]\nEpoch 0: |          | 3572/? [27:34<00:00,  2.16it/s]\nEpoch 0: |          | 3572/? [27:34<00:00,  2.16it/s]\nEpoch 0: |          | 3573/? [27:35<00:00,  2.16it/s]\nEpoch 0: |          | 3573/? [27:35<00:00,  2.16it/s]\nEpoch 0: |          | 3574/? [27:35<00:00,  2.16it/s]\nEpoch 0: |          | 3574/? [27:35<00:00,  2.16it/s]\nEpoch 0: |          | 3575/? [27:36<00:00,  2.16it/s]\nEpoch 0: |          | 3575/? [27:36<00:00,  2.16it/s]\nEpoch 0: |          | 3576/? [27:36<00:00,  2.16it/s]\nEpoch 0: |          | 3576/? [27:36<00:00,  2.16it/s]\nEpoch 0: |          | 3577/? [27:36<00:00,  2.16it/s]\nEpoch 0: |          | 3577/? [27:36<00:00,  2.16it/s]\nEpoch 0: |          | 3578/? [27:37<00:00,  2.16it/s]\nEpoch 0: |          | 3578/? [27:37<00:00,  2.16it/s]\nEpoch 0: |          | 3579/? [27:37<00:00,  2.16it/s]\nEpoch 0: |          | 3579/? [27:37<00:00,  2.16it/s]\nEpoch 0: |          | 3580/? [27:38<00:00,  2.16it/s]\nEpoch 0: |          | 3580/? [27:38<00:00,  2.16it/s]\nEpoch 0: |          | 3581/? [27:38<00:00,  2.16it/s]\nEpoch 0: |          | 3581/? [27:38<00:00,  2.16it/s]\nEpoch 0: |          | 3582/? [27:38<00:00,  2.16it/s]\nEpoch 0: |          | 3582/? [27:38<00:00,  2.16it/s]\nEpoch 0: |          | 3583/? [27:39<00:00,  2.16it/s]\nEpoch 0: |          | 3583/? [27:39<00:00,  2.16it/s]\nEpoch 0: |          | 3584/? [27:39<00:00,  2.16it/s]\nEpoch 0: |          | 3584/? [27:39<00:00,  2.16it/s]\nEpoch 0: |          | 3585/? [27:40<00:00,  2.16it/s]\nEpoch 0: |          | 3585/? [27:40<00:00,  2.16it/s]\nEpoch 0: |          | 3586/? [27:40<00:00,  2.16it/s]\nEpoch 0: |          | 3586/? [27:40<00:00,  2.16it/s]\nEpoch 0: |          | 3587/? [27:40<00:00,  2.16it/s]\nEpoch 0: |          | 3587/? [27:40<00:00,  2.16it/s]\nEpoch 0: |          | 3588/? [27:41<00:00,  2.16it/s]\nEpoch 0: |          | 3588/? [27:41<00:00,  2.16it/s]\nEpoch 0: |          | 3589/? [27:41<00:00,  2.16it/s]\nEpoch 0: |          | 3589/? [27:41<00:00,  2.16it/s]\nEpoch 0: |          | 3590/? [27:42<00:00,  2.16it/s]\nEpoch 0: |          | 3590/? [27:42<00:00,  2.16it/s]\nEpoch 0: |          | 3591/? [27:42<00:00,  2.16it/s]\nEpoch 0: |          | 3591/? [27:42<00:00,  2.16it/s]\nEpoch 0: |          | 3592/? [27:42<00:00,  2.16it/s]\nEpoch 0: |          | 3592/? [27:42<00:00,  2.16it/s]\nEpoch 0: |          | 3593/? [27:43<00:00,  2.16it/s]\nEpoch 0: |          | 3593/? [27:43<00:00,  2.16it/s]\nEpoch 0: |          | 3594/? [27:43<00:00,  2.16it/s]\nEpoch 0: |          | 3594/? [27:43<00:00,  2.16it/s]\nEpoch 0: |          | 3595/? [27:44<00:00,  2.16it/s]\nEpoch 0: |          | 3595/? [27:44<00:00,  2.16it/s]\nEpoch 0: |          | 3596/? [27:44<00:00,  2.16it/s]\nEpoch 0: |          | 3596/? [27:44<00:00,  2.16it/s]\nEpoch 0: |          | 3597/? [27:44<00:00,  2.16it/s]\nEpoch 0: |          | 3597/? [27:44<00:00,  2.16it/s]\nEpoch 0: |          | 3598/? [27:45<00:00,  2.16it/s]\nEpoch 0: |          | 3598/? [27:45<00:00,  2.16it/s]\nEpoch 0: |          | 3599/? [27:45<00:00,  2.16it/s]\nEpoch 0: |          | 3599/? [27:45<00:00,  2.16it/s]\nEpoch 0: |          | 3600/? [27:46<00:00,  2.16it/s]\nEpoch 0: |          | 3600/? [27:46<00:00,  2.16it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  6.18it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  6.14it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  6.20it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.33it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 3600/? [27:46<00:00,  2.16it/s]\nEpoch 0: |          | 3601/? [27:47<00:00,  2.16it/s]\nEpoch 0: |          | 3601/? [27:47<00:00,  2.16it/s]\nEpoch 0: |          | 3602/? [27:47<00:00,  2.16it/s]\nEpoch 0: |          | 3602/? [27:47<00:00,  2.16it/s]\nEpoch 0: |          | 3603/? [27:47<00:00,  2.16it/s]\nEpoch 0: |          | 3603/? [27:47<00:00,  2.16it/s]\nEpoch 0: |          | 3604/? [27:48<00:00,  2.16it/s]\nEpoch 0: |          | 3604/? [27:48<00:00,  2.16it/s]\nEpoch 0: |          | 3605/? [27:48<00:00,  2.16it/s]\nEpoch 0: |          | 3605/? [27:48<00:00,  2.16it/s]\nEpoch 0: |          | 3606/? [27:49<00:00,  2.16it/s]\nEpoch 0: |          | 3606/? [27:49<00:00,  2.16it/s]\nEpoch 0: |          | 3607/? [27:49<00:00,  2.16it/s]\nEpoch 0: |          | 3607/? [27:49<00:00,  2.16it/s]\nEpoch 0: |          | 3608/? [27:49<00:00,  2.16it/s]\nEpoch 0: |          | 3608/? [27:49<00:00,  2.16it/s]\nEpoch 0: |          | 3609/? [27:50<00:00,  2.16it/s]\nEpoch 0: |          | 3609/? [27:50<00:00,  2.16it/s]\nEpoch 0: |          | 3610/? [27:50<00:00,  2.16it/s]\nEpoch 0: |          | 3610/? [27:50<00:00,  2.16it/s]\nEpoch 0: |          | 3611/? [27:51<00:00,  2.16it/s]\nEpoch 0: |          | 3611/? [27:51<00:00,  2.16it/s]\nEpoch 0: |          | 3612/? [27:51<00:00,  2.16it/s]\nEpoch 0: |          | 3612/? [27:51<00:00,  2.16it/s]\nEpoch 0: |          | 3613/? [27:51<00:00,  2.16it/s]\nEpoch 0: |          | 3613/? [27:51<00:00,  2.16it/s]\nEpoch 0: |          | 3614/? [27:52<00:00,  2.16it/s]\nEpoch 0: |          | 3614/? [27:52<00:00,  2.16it/s]\nEpoch 0: |          | 3615/? [27:52<00:00,  2.16it/s]\nEpoch 0: |          | 3615/? [27:52<00:00,  2.16it/s]\nEpoch 0: |          | 3616/? [27:52<00:00,  2.16it/s]\nEpoch 0: |          | 3616/? [27:52<00:00,  2.16it/s]\nEpoch 0: |          | 3617/? [27:53<00:00,  2.16it/s]\nEpoch 0: |          | 3617/? [27:53<00:00,  2.16it/s]\nEpoch 0: |          | 3618/? [27:53<00:00,  2.16it/s]\nEpoch 0: |          | 3618/? [27:53<00:00,  2.16it/s]\nEpoch 0: |          | 3619/? [27:54<00:00,  2.16it/s]\nEpoch 0: |          | 3619/? [27:54<00:00,  2.16it/s]\nEpoch 0: |          | 3620/? [27:54<00:00,  2.16it/s]\nEpoch 0: |          | 3620/? [27:54<00:00,  2.16it/s]\nEpoch 0: |          | 3621/? [27:54<00:00,  2.16it/s]\nEpoch 0: |          | 3621/? [27:54<00:00,  2.16it/s]\nEpoch 0: |          | 3622/? [27:55<00:00,  2.16it/s]\nEpoch 0: |          | 3622/? [27:55<00:00,  2.16it/s]\nEpoch 0: |          | 3623/? [27:55<00:00,  2.16it/s]\nEpoch 0: |          | 3623/? [27:55<00:00,  2.16it/s]\nEpoch 0: |          | 3624/? [27:56<00:00,  2.16it/s]\nEpoch 0: |          | 3624/? [27:56<00:00,  2.16it/s]\nEpoch 0: |          | 3625/? [27:56<00:00,  2.16it/s]\nEpoch 0: |          | 3625/? [27:56<00:00,  2.16it/s]\nEpoch 0: |          | 3626/? [27:56<00:00,  2.16it/s]\nEpoch 0: |          | 3626/? [27:56<00:00,  2.16it/s]\nEpoch 0: |          | 3627/? [27:57<00:00,  2.16it/s]\nEpoch 0: |          | 3627/? [27:57<00:00,  2.16it/s]\nEpoch 0: |          | 3628/? [27:57<00:00,  2.16it/s]\nEpoch 0: |          | 3628/? [27:57<00:00,  2.16it/s]\nEpoch 0: |          | 3629/? [27:58<00:00,  2.16it/s]\nEpoch 0: |          | 3629/? [27:58<00:00,  2.16it/s]\nEpoch 0: |          | 3630/? [27:58<00:00,  2.16it/s]\nEpoch 0: |          | 3630/? [27:58<00:00,  2.16it/s]\nEpoch 0: |          | 3631/? [27:58<00:00,  2.16it/s]\nEpoch 0: |          | 3631/? [27:58<00:00,  2.16it/s]\nEpoch 0: |          | 3632/? [27:59<00:00,  2.16it/s]\nEpoch 0: |          | 3632/? [27:59<00:00,  2.16it/s]\nEpoch 0: |          | 3633/? [27:59<00:00,  2.16it/s]\nEpoch 0: |          | 3633/? [27:59<00:00,  2.16it/s]\nEpoch 0: |          | 3634/? [28:00<00:00,  2.16it/s]\nEpoch 0: |          | 3634/? [28:00<00:00,  2.16it/s]\nEpoch 0: |          | 3635/? [28:00<00:00,  2.16it/s]\nEpoch 0: |          | 3635/? [28:00<00:00,  2.16it/s]\nEpoch 0: |          | 3636/? [28:00<00:00,  2.16it/s]\nEpoch 0: |          | 3636/? [28:00<00:00,  2.16it/s]\nEpoch 0: |          | 3637/? [28:01<00:00,  2.16it/s]\nEpoch 0: |          | 3637/? [28:01<00:00,  2.16it/s]\nEpoch 0: |          | 3638/? [28:01<00:00,  2.16it/s]\nEpoch 0: |          | 3638/? [28:01<00:00,  2.16it/s]\nEpoch 0: |          | 3639/? [28:01<00:00,  2.16it/s]\nEpoch 0: |          | 3639/? [28:01<00:00,  2.16it/s]\nEpoch 0: |          | 3640/? [28:02<00:00,  2.16it/s]\nEpoch 0: |          | 3640/? [28:02<00:00,  2.16it/s]\nEpoch 0: |          | 3641/? [28:02<00:00,  2.16it/s]\nEpoch 0: |          | 3641/? [28:02<00:00,  2.16it/s]\nEpoch 0: |          | 3642/? [28:03<00:00,  2.16it/s]\nEpoch 0: |          | 3642/? [28:03<00:00,  2.16it/s]\nEpoch 0: |          | 3643/? [28:03<00:00,  2.16it/s]\nEpoch 0: |          | 3643/? [28:03<00:00,  2.16it/s]\nEpoch 0: |          | 3644/? [28:03<00:00,  2.16it/s]\nEpoch 0: |          | 3644/? [28:03<00:00,  2.16it/s]\nEpoch 0: |          | 3645/? [28:04<00:00,  2.16it/s]\nEpoch 0: |          | 3645/? [28:04<00:00,  2.16it/s]\nEpoch 0: |          | 3646/? [28:04<00:00,  2.16it/s]\nEpoch 0: |          | 3646/? [28:04<00:00,  2.16it/s]\nEpoch 0: |          | 3647/? [28:05<00:00,  2.16it/s]\nEpoch 0: |          | 3647/? [28:05<00:00,  2.16it/s]\nEpoch 0: |          | 3648/? [28:05<00:00,  2.16it/s]\nEpoch 0: |          | 3648/? [28:05<00:00,  2.16it/s]\nEpoch 0: |          | 3649/? [28:06<00:00,  2.16it/s]\nEpoch 0: |          | 3649/? [28:06<00:00,  2.16it/s]\nEpoch 0: |          | 3650/? [28:06<00:00,  2.16it/s]\nEpoch 0: |          | 3650/? [28:06<00:00,  2.16it/s]\nEpoch 0: |          | 3651/? [28:06<00:00,  2.16it/s]\nEpoch 0: |          | 3651/? [28:06<00:00,  2.16it/s]\nEpoch 0: |          | 3652/? [28:07<00:00,  2.16it/s]\nEpoch 0: |          | 3652/? [28:07<00:00,  2.16it/s]\nEpoch 0: |          | 3653/? [28:07<00:00,  2.16it/s]\nEpoch 0: |          | 3653/? [28:07<00:00,  2.16it/s]\nEpoch 0: |          | 3654/? [28:07<00:00,  2.16it/s]\nEpoch 0: |          | 3654/? [28:07<00:00,  2.16it/s]\nEpoch 0: |          | 3655/? [28:08<00:00,  2.16it/s]\nEpoch 0: |          | 3655/? [28:08<00:00,  2.16it/s]\nEpoch 0: |          | 3656/? [28:08<00:00,  2.16it/s]\nEpoch 0: |          | 3656/? [28:08<00:00,  2.16it/s]\nEpoch 0: |          | 3657/? [28:09<00:00,  2.17it/s]\nEpoch 0: |          | 3657/? [28:09<00:00,  2.17it/s]\nEpoch 0: |          | 3658/? [28:09<00:00,  2.17it/s]\nEpoch 0: |          | 3658/? [28:09<00:00,  2.17it/s]\nEpoch 0: |          | 3659/? [28:09<00:00,  2.17it/s]\nEpoch 0: |          | 3659/? [28:09<00:00,  2.17it/s]\nEpoch 0: |          | 3660/? [28:10<00:00,  2.17it/s]\nEpoch 0: |          | 3660/? [28:10<00:00,  2.17it/s]\nEpoch 0: |          | 3661/? [28:10<00:00,  2.17it/s]\nEpoch 0: |          | 3661/? [28:10<00:00,  2.17it/s]\nEpoch 0: |          | 3662/? [28:11<00:00,  2.17it/s]\nEpoch 0: |          | 3662/? [28:11<00:00,  2.17it/s]\nEpoch 0: |          | 3663/? [28:11<00:00,  2.17it/s]\nEpoch 0: |          | 3663/? [28:11<00:00,  2.17it/s]\nEpoch 0: |          | 3664/? [28:11<00:00,  2.17it/s]\nEpoch 0: |          | 3664/? [28:11<00:00,  2.17it/s]\nEpoch 0: |          | 3665/? [28:12<00:00,  2.17it/s]\nEpoch 0: |          | 3665/? [28:12<00:00,  2.17it/s]\nEpoch 0: |          | 3666/? [28:12<00:00,  2.17it/s]\nEpoch 0: |          | 3666/? [28:12<00:00,  2.17it/s]\nEpoch 0: |          | 3667/? [28:13<00:00,  2.17it/s]\nEpoch 0: |          | 3667/? [28:13<00:00,  2.17it/s]\nEpoch 0: |          | 3668/? [28:13<00:00,  2.17it/s]\nEpoch 0: |          | 3668/? [28:13<00:00,  2.17it/s]\nEpoch 0: |          | 3669/? [28:13<00:00,  2.17it/s]\nEpoch 0: |          | 3669/? [28:13<00:00,  2.17it/s]\nEpoch 0: |          | 3670/? [28:14<00:00,  2.17it/s]\nEpoch 0: |          | 3670/? [28:14<00:00,  2.17it/s]\nEpoch 0: |          | 3671/? [28:14<00:00,  2.17it/s]\nEpoch 0: |          | 3671/? [28:14<00:00,  2.17it/s]\nEpoch 0: |          | 3672/? [28:15<00:00,  2.17it/s]\nEpoch 0: |          | 3672/? [28:15<00:00,  2.17it/s]\nEpoch 0: |          | 3673/? [28:15<00:00,  2.17it/s]\nEpoch 0: |          | 3673/? [28:15<00:00,  2.17it/s]\nEpoch 0: |          | 3674/? [28:15<00:00,  2.17it/s]\nEpoch 0: |          | 3674/? [28:15<00:00,  2.17it/s]\nEpoch 0: |          | 3675/? [28:16<00:00,  2.17it/s]\nEpoch 0: |          | 3675/? [28:16<00:00,  2.17it/s]\nEpoch 0: |          | 3676/? [28:16<00:00,  2.17it/s]\nEpoch 0: |          | 3676/? [28:16<00:00,  2.17it/s]\nEpoch 0: |          | 3677/? [28:17<00:00,  2.17it/s]\nEpoch 0: |          | 3677/? [28:17<00:00,  2.17it/s]\nEpoch 0: |          | 3678/? [28:17<00:00,  2.17it/s]\nEpoch 0: |          | 3678/? [28:17<00:00,  2.17it/s]\nEpoch 0: |          | 3679/? [28:17<00:00,  2.17it/s]\nEpoch 0: |          | 3679/? [28:17<00:00,  2.17it/s]\nEpoch 0: |          | 3680/? [28:18<00:00,  2.17it/s]\nEpoch 0: |          | 3680/? [28:18<00:00,  2.17it/s]\nEpoch 0: |          | 3681/? [28:18<00:00,  2.17it/s]\nEpoch 0: |          | 3681/? [28:18<00:00,  2.17it/s]\nEpoch 0: |          | 3682/? [28:19<00:00,  2.17it/s]\nEpoch 0: |          | 3682/? [28:19<00:00,  2.17it/s]\nEpoch 0: |          | 3683/? [28:19<00:00,  2.17it/s]\nEpoch 0: |          | 3683/? [28:19<00:00,  2.17it/s]\nEpoch 0: |          | 3684/? [28:19<00:00,  2.17it/s]\nEpoch 0: |          | 3684/? [28:19<00:00,  2.17it/s]\nEpoch 0: |          | 3685/? [28:20<00:00,  2.17it/s]\nEpoch 0: |          | 3685/? [28:20<00:00,  2.17it/s]\nEpoch 0: |          | 3686/? [28:20<00:00,  2.17it/s]\nEpoch 0: |          | 3686/? [28:20<00:00,  2.17it/s]\nEpoch 0: |          | 3687/? [28:20<00:00,  2.17it/s]\nEpoch 0: |          | 3687/? [28:20<00:00,  2.17it/s]\nEpoch 0: |          | 3688/? [28:21<00:00,  2.17it/s]\nEpoch 0: |          | 3688/? [28:21<00:00,  2.17it/s]\nEpoch 0: |          | 3689/? [28:21<00:00,  2.17it/s]\nEpoch 0: |          | 3689/? [28:21<00:00,  2.17it/s]\nEpoch 0: |          | 3690/? [28:22<00:00,  2.17it/s]\nEpoch 0: |          | 3690/? [28:22<00:00,  2.17it/s]\nEpoch 0: |          | 3691/? [28:22<00:00,  2.17it/s]\nEpoch 0: |          | 3691/? [28:22<00:00,  2.17it/s]\nEpoch 0: |          | 3692/? [28:22<00:00,  2.17it/s]\nEpoch 0: |          | 3692/? [28:22<00:00,  2.17it/s]\nEpoch 0: |          | 3693/? [28:23<00:00,  2.17it/s]\nEpoch 0: |          | 3693/? [28:23<00:00,  2.17it/s]\nEpoch 0: |          | 3694/? [28:23<00:00,  2.17it/s]\nEpoch 0: |          | 3694/? [28:23<00:00,  2.17it/s]\nEpoch 0: |          | 3695/? [28:24<00:00,  2.17it/s]\nEpoch 0: |          | 3695/? [28:24<00:00,  2.17it/s]\nEpoch 0: |          | 3696/? [28:24<00:00,  2.17it/s]\nEpoch 0: |          | 3696/? [28:24<00:00,  2.17it/s]\nEpoch 0: |          | 3697/? [28:24<00:00,  2.17it/s]\nEpoch 0: |          | 3697/? [28:24<00:00,  2.17it/s]\nEpoch 0: |          | 3698/? [28:25<00:00,  2.17it/s]\nEpoch 0: |          | 3698/? [28:25<00:00,  2.17it/s]\nEpoch 0: |          | 3699/? [28:25<00:00,  2.17it/s]\nEpoch 0: |          | 3699/? [28:25<00:00,  2.17it/s]\nEpoch 0: |          | 3700/? [28:26<00:00,  2.17it/s]\nEpoch 0: |          | 3700/? [28:26<00:00,  2.17it/s]\nEpoch 0: |          | 3701/? [28:26<00:00,  2.17it/s]\nEpoch 0: |          | 3701/? [28:26<00:00,  2.17it/s]\nEpoch 0: |          | 3702/? [28:26<00:00,  2.17it/s]\nEpoch 0: |          | 3702/? [28:26<00:00,  2.17it/s]\nEpoch 0: |          | 3703/? [28:27<00:00,  2.17it/s]\nEpoch 0: |          | 3703/? [28:27<00:00,  2.17it/s]\nEpoch 0: |          | 3704/? [28:27<00:00,  2.17it/s]\nEpoch 0: |          | 3704/? [28:27<00:00,  2.17it/s]\nEpoch 0: |          | 3705/? [28:28<00:00,  2.17it/s]\nEpoch 0: |          | 3705/? [28:28<00:00,  2.17it/s]\nEpoch 0: |          | 3706/? [28:28<00:00,  2.17it/s]\nEpoch 0: |          | 3706/? [28:28<00:00,  2.17it/s]\nEpoch 0: |          | 3707/? [28:28<00:00,  2.17it/s]\nEpoch 0: |          | 3707/? [28:28<00:00,  2.17it/s]\nEpoch 0: |          | 3708/? [28:29<00:00,  2.17it/s]\nEpoch 0: |          | 3708/? [28:29<00:00,  2.17it/s]\nEpoch 0: |          | 3709/? [28:29<00:00,  2.17it/s]\nEpoch 0: |          | 3709/? [28:29<00:00,  2.17it/s]\nEpoch 0: |          | 3710/? [28:29<00:00,  2.17it/s]\nEpoch 0: |          | 3710/? [28:29<00:00,  2.17it/s]\nEpoch 0: |          | 3711/? [28:30<00:00,  2.17it/s]\nEpoch 0: |          | 3711/? [28:30<00:00,  2.17it/s]\nEpoch 0: |          | 3712/? [28:30<00:00,  2.17it/s]\nEpoch 0: |          | 3712/? [28:30<00:00,  2.17it/s]\nEpoch 0: |          | 3713/? [28:31<00:00,  2.17it/s]\nEpoch 0: |          | 3713/? [28:31<00:00,  2.17it/s]\nEpoch 0: |          | 3714/? [28:31<00:00,  2.17it/s]\nEpoch 0: |          | 3714/? [28:31<00:00,  2.17it/s]\nEpoch 0: |          | 3715/? [28:31<00:00,  2.17it/s]\nEpoch 0: |          | 3715/? [28:31<00:00,  2.17it/s]\nEpoch 0: |          | 3716/? [28:32<00:00,  2.17it/s]\nEpoch 0: |          | 3716/? [28:32<00:00,  2.17it/s]\nEpoch 0: |          | 3717/? [28:32<00:00,  2.17it/s]\nEpoch 0: |          | 3717/? [28:32<00:00,  2.17it/s]\nEpoch 0: |          | 3718/? [28:33<00:00,  2.17it/s]\nEpoch 0: |          | 3718/? [28:33<00:00,  2.17it/s]\nEpoch 0: |          | 3719/? [28:33<00:00,  2.17it/s]\nEpoch 0: |          | 3719/? [28:33<00:00,  2.17it/s]\nEpoch 0: |          | 3720/? [28:33<00:00,  2.17it/s]\nEpoch 0: |          | 3720/? [28:33<00:00,  2.17it/s]\nEpoch 0: |          | 3721/? [28:34<00:00,  2.17it/s]\nEpoch 0: |          | 3721/? [28:34<00:00,  2.17it/s]\nEpoch 0: |          | 3722/? [28:34<00:00,  2.17it/s]\nEpoch 0: |          | 3722/? [28:34<00:00,  2.17it/s]\nEpoch 0: |          | 3723/? [28:35<00:00,  2.17it/s]\nEpoch 0: |          | 3723/? [28:35<00:00,  2.17it/s]\nEpoch 0: |          | 3724/? [28:35<00:00,  2.17it/s]\nEpoch 0: |          | 3724/? [28:35<00:00,  2.17it/s]\nEpoch 0: |          | 3725/? [28:35<00:00,  2.17it/s]\nEpoch 0: |          | 3725/? [28:35<00:00,  2.17it/s]\nEpoch 0: |          | 3726/? [28:36<00:00,  2.17it/s]\nEpoch 0: |          | 3726/? [28:36<00:00,  2.17it/s]\nEpoch 0: |          | 3727/? [28:36<00:00,  2.17it/s]\nEpoch 0: |          | 3727/? [28:36<00:00,  2.17it/s]\nEpoch 0: |          | 3728/? [28:37<00:00,  2.17it/s]\nEpoch 0: |          | 3728/? [28:37<00:00,  2.17it/s]\nEpoch 0: |          | 3729/? [28:37<00:00,  2.17it/s]\nEpoch 0: |          | 3729/? [28:37<00:00,  2.17it/s]\nEpoch 0: |          | 3730/? [28:37<00:00,  2.17it/s]\nEpoch 0: |          | 3730/? [28:37<00:00,  2.17it/s]\nEpoch 0: |          | 3731/? [28:38<00:00,  2.17it/s]\nEpoch 0: |          | 3731/? [28:38<00:00,  2.17it/s]\nEpoch 0: |          | 3732/? [28:38<00:00,  2.17it/s]\nEpoch 0: |          | 3732/? [28:38<00:00,  2.17it/s]\nEpoch 0: |          | 3733/? [28:38<00:00,  2.17it/s]\nEpoch 0: |          | 3733/? [28:38<00:00,  2.17it/s]\nEpoch 0: |          | 3734/? [28:39<00:00,  2.17it/s]\nEpoch 0: |          | 3734/? [28:39<00:00,  2.17it/s]\nEpoch 0: |          | 3735/? [28:39<00:00,  2.17it/s]\nEpoch 0: |          | 3735/? [28:39<00:00,  2.17it/s]\nEpoch 0: |          | 3736/? [28:40<00:00,  2.17it/s]\nEpoch 0: |          | 3736/? [28:40<00:00,  2.17it/s]\nEpoch 0: |          | 3737/? [28:40<00:00,  2.17it/s]\nEpoch 0: |          | 3737/? [28:40<00:00,  2.17it/s]\nEpoch 0: |          | 3738/? [28:40<00:00,  2.17it/s]\nEpoch 0: |          | 3738/? [28:40<00:00,  2.17it/s]\nEpoch 0: |          | 3739/? [28:41<00:00,  2.17it/s]\nEpoch 0: |          | 3739/? [28:41<00:00,  2.17it/s]\nEpoch 0: |          | 3740/? [28:41<00:00,  2.17it/s]\nEpoch 0: |          | 3740/? [28:41<00:00,  2.17it/s]\nEpoch 0: |          | 3741/? [28:42<00:00,  2.17it/s]\nEpoch 0: |          | 3741/? [28:42<00:00,  2.17it/s]\nEpoch 0: |          | 3742/? [28:42<00:00,  2.17it/s]\nEpoch 0: |          | 3742/? [28:42<00:00,  2.17it/s]\nEpoch 0: |          | 3743/? [28:42<00:00,  2.17it/s]\nEpoch 0: |          | 3743/? [28:42<00:00,  2.17it/s]\nEpoch 0: |          | 3744/? [28:43<00:00,  2.17it/s]\nEpoch 0: |          | 3744/? [28:43<00:00,  2.17it/s]\nEpoch 0: |          | 3745/? [28:43<00:00,  2.17it/s]\nEpoch 0: |          | 3745/? [28:43<00:00,  2.17it/s]\nEpoch 0: |          | 3746/? [28:44<00:00,  2.17it/s]\nEpoch 0: |          | 3746/? [28:44<00:00,  2.17it/s]\nEpoch 0: |          | 3747/? [28:44<00:00,  2.17it/s]\nEpoch 0: |          | 3747/? [28:44<00:00,  2.17it/s]\nEpoch 0: |          | 3748/? [28:44<00:00,  2.17it/s]\nEpoch 0: |          | 3748/? [28:44<00:00,  2.17it/s]\nEpoch 0: |          | 3749/? [28:45<00:00,  2.17it/s]\nEpoch 0: |          | 3749/? [28:45<00:00,  2.17it/s]\nEpoch 0: |          | 3750/? [28:45<00:00,  2.17it/s]\nEpoch 0: |          | 3750/? [28:45<00:00,  2.17it/s]\nEpoch 0: |          | 3751/? [28:45<00:00,  2.17it/s]\nEpoch 0: |          | 3751/? [28:45<00:00,  2.17it/s]\nEpoch 0: |          | 3752/? [28:46<00:00,  2.17it/s]\nEpoch 0: |          | 3752/? [28:46<00:00,  2.17it/s]\nEpoch 0: |          | 3753/? [28:46<00:00,  2.17it/s]\nEpoch 0: |          | 3753/? [28:46<00:00,  2.17it/s]\nEpoch 0: |          | 3754/? [28:47<00:00,  2.17it/s]\nEpoch 0: |          | 3754/? [28:47<00:00,  2.17it/s]\nEpoch 0: |          | 3755/? [28:47<00:00,  2.17it/s]\nEpoch 0: |          | 3755/? [28:47<00:00,  2.17it/s]\nEpoch 0: |          | 3756/? [28:47<00:00,  2.17it/s]\nEpoch 0: |          | 3756/? [28:47<00:00,  2.17it/s]\nEpoch 0: |          | 3757/? [28:48<00:00,  2.17it/s]\nEpoch 0: |          | 3757/? [28:48<00:00,  2.17it/s]\nEpoch 0: |          | 3758/? [28:48<00:00,  2.17it/s]\nEpoch 0: |          | 3758/? [28:48<00:00,  2.17it/s]\nEpoch 0: |          | 3759/? [28:49<00:00,  2.17it/s]\nEpoch 0: |          | 3759/? [28:49<00:00,  2.17it/s]\nEpoch 0: |          | 3760/? [28:49<00:00,  2.17it/s]\nEpoch 0: |          | 3760/? [28:49<00:00,  2.17it/s]\nEpoch 0: |          | 3761/? [28:49<00:00,  2.17it/s]\nEpoch 0: |          | 3761/? [28:49<00:00,  2.17it/s]\nEpoch 0: |          | 3762/? [28:50<00:00,  2.17it/s]\nEpoch 0: |          | 3762/? [28:50<00:00,  2.17it/s]\nEpoch 0: |          | 3763/? [28:50<00:00,  2.17it/s]\nEpoch 0: |          | 3763/? [28:50<00:00,  2.17it/s]\nEpoch 0: |          | 3764/? [28:51<00:00,  2.17it/s]\nEpoch 0: |          | 3764/? [28:51<00:00,  2.17it/s]\nEpoch 0: |          | 3765/? [28:51<00:00,  2.17it/s]\nEpoch 0: |          | 3765/? [28:51<00:00,  2.17it/s]\nEpoch 0: |          | 3766/? [28:51<00:00,  2.17it/s]\nEpoch 0: |          | 3766/? [28:51<00:00,  2.17it/s]\nEpoch 0: |          | 3767/? [28:52<00:00,  2.17it/s]\nEpoch 0: |          | 3767/? [28:52<00:00,  2.17it/s]\nEpoch 0: |          | 3768/? [28:52<00:00,  2.17it/s]\nEpoch 0: |          | 3768/? [28:52<00:00,  2.17it/s]\nEpoch 0: |          | 3769/? [28:52<00:00,  2.17it/s]\nEpoch 0: |          | 3769/? [28:52<00:00,  2.17it/s]\nEpoch 0: |          | 3770/? [28:53<00:00,  2.17it/s]\nEpoch 0: |          | 3770/? [28:53<00:00,  2.17it/s]\nEpoch 0: |          | 3771/? [28:53<00:00,  2.18it/s]\nEpoch 0: |          | 3771/? [28:53<00:00,  2.18it/s]\nEpoch 0: |          | 3772/? [28:54<00:00,  2.18it/s]\nEpoch 0: |          | 3772/? [28:54<00:00,  2.18it/s]\nEpoch 0: |          | 3773/? [28:54<00:00,  2.18it/s]\nEpoch 0: |          | 3773/? [28:54<00:00,  2.18it/s]\nEpoch 0: |          | 3774/? [28:54<00:00,  2.18it/s]\nEpoch 0: |          | 3774/? [28:54<00:00,  2.18it/s]\nEpoch 0: |          | 3775/? [28:55<00:00,  2.18it/s]\nEpoch 0: |          | 3775/? [28:55<00:00,  2.18it/s]\nEpoch 0: |          | 3776/? [28:55<00:00,  2.18it/s]\nEpoch 0: |          | 3776/? [28:55<00:00,  2.18it/s]\nEpoch 0: |          | 3777/? [28:56<00:00,  2.18it/s]\nEpoch 0: |          | 3777/? [28:56<00:00,  2.18it/s]\nEpoch 0: |          | 3778/? [28:56<00:00,  2.18it/s]\nEpoch 0: |          | 3778/? [28:56<00:00,  2.18it/s]\nEpoch 0: |          | 3779/? [28:56<00:00,  2.18it/s]\nEpoch 0: |          | 3779/? [28:56<00:00,  2.18it/s]\nEpoch 0: |          | 3780/? [28:57<00:00,  2.18it/s]\nEpoch 0: |          | 3780/? [28:57<00:00,  2.18it/s]\nEpoch 0: |          | 3781/? [28:57<00:00,  2.18it/s]\nEpoch 0: |          | 3781/? [28:57<00:00,  2.18it/s]\nEpoch 0: |          | 3782/? [28:58<00:00,  2.18it/s]\nEpoch 0: |          | 3782/? [28:58<00:00,  2.18it/s]\nEpoch 0: |          | 3783/? [28:58<00:00,  2.18it/s]\nEpoch 0: |          | 3783/? [28:58<00:00,  2.18it/s]\nEpoch 0: |          | 3784/? [28:58<00:00,  2.18it/s]\nEpoch 0: |          | 3784/? [28:58<00:00,  2.18it/s]\nEpoch 0: |          | 3785/? [28:59<00:00,  2.18it/s]\nEpoch 0: |          | 3785/? [28:59<00:00,  2.18it/s]\nEpoch 0: |          | 3786/? [28:59<00:00,  2.18it/s]\nEpoch 0: |          | 3786/? [28:59<00:00,  2.18it/s]\nEpoch 0: |          | 3787/? [29:00<00:00,  2.18it/s]\nEpoch 0: |          | 3787/? [29:00<00:00,  2.18it/s]\nEpoch 0: |          | 3788/? [29:00<00:00,  2.18it/s]\nEpoch 0: |          | 3788/? [29:00<00:00,  2.18it/s]\nEpoch 0: |          | 3789/? [29:00<00:00,  2.18it/s]\nEpoch 0: |          | 3789/? [29:00<00:00,  2.18it/s]\nEpoch 0: |          | 3790/? [29:01<00:00,  2.18it/s]\nEpoch 0: |          | 3790/? [29:01<00:00,  2.18it/s]\nEpoch 0: |          | 3791/? [29:01<00:00,  2.18it/s]\nEpoch 0: |          | 3791/? [29:01<00:00,  2.18it/s]\nEpoch 0: |          | 3792/? [29:01<00:00,  2.18it/s]\nEpoch 0: |          | 3792/? [29:01<00:00,  2.18it/s]\nEpoch 0: |          | 3793/? [29:02<00:00,  2.18it/s]\nEpoch 0: |          | 3793/? [29:02<00:00,  2.18it/s]\nEpoch 0: |          | 3794/? [29:02<00:00,  2.18it/s]\nEpoch 0: |          | 3794/? [29:02<00:00,  2.18it/s]\nEpoch 0: |          | 3795/? [29:03<00:00,  2.18it/s]\nEpoch 0: |          | 3795/? [29:03<00:00,  2.18it/s]\nEpoch 0: |          | 3796/? [29:03<00:00,  2.18it/s]\nEpoch 0: |          | 3796/? [29:03<00:00,  2.18it/s]\nEpoch 0: |          | 3797/? [29:03<00:00,  2.18it/s]\nEpoch 0: |          | 3797/? [29:03<00:00,  2.18it/s]\nEpoch 0: |          | 3798/? [29:04<00:00,  2.18it/s]\nEpoch 0: |          | 3798/? [29:04<00:00,  2.18it/s]\nEpoch 0: |          | 3799/? [29:04<00:00,  2.18it/s]\nEpoch 0: |          | 3799/? [29:04<00:00,  2.18it/s]\nEpoch 0: |          | 3800/? [29:05<00:00,  2.18it/s]\nEpoch 0: |          | 3800/? [29:05<00:00,  2.18it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  5.92it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  5.57it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  5.65it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  5.62it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 3800/? [29:05<00:00,  2.18it/s]\nEpoch 0: |          | 3801/? [29:06<00:00,  2.18it/s]\nEpoch 0: |          | 3801/? [29:06<00:00,  2.18it/s]\nEpoch 0: |          | 3802/? [29:06<00:00,  2.18it/s]\nEpoch 0: |          | 3802/? [29:06<00:00,  2.18it/s]\nEpoch 0: |          | 3803/? [29:07<00:00,  2.18it/s]\nEpoch 0: |          | 3803/? [29:07<00:00,  2.18it/s]\nEpoch 0: |          | 3804/? [29:07<00:00,  2.18it/s]\nEpoch 0: |          | 3804/? [29:07<00:00,  2.18it/s]\nEpoch 0: |          | 3805/? [29:07<00:00,  2.18it/s]\nEpoch 0: |          | 3805/? [29:07<00:00,  2.18it/s]\nEpoch 0: |          | 3806/? [29:08<00:00,  2.18it/s]\nEpoch 0: |          | 3806/? [29:08<00:00,  2.18it/s]\nEpoch 0: |          | 3807/? [29:08<00:00,  2.18it/s]\nEpoch 0: |          | 3807/? [29:08<00:00,  2.18it/s]\nEpoch 0: |          | 3808/? [29:09<00:00,  2.18it/s]\nEpoch 0: |          | 3808/? [29:09<00:00,  2.18it/s]\nEpoch 0: |          | 3809/? [29:09<00:00,  2.18it/s]\nEpoch 0: |          | 3809/? [29:09<00:00,  2.18it/s]\nEpoch 0: |          | 3810/? [29:09<00:00,  2.18it/s]\nEpoch 0: |          | 3810/? [29:09<00:00,  2.18it/s]\nEpoch 0: |          | 3811/? [29:10<00:00,  2.18it/s]\nEpoch 0: |          | 3811/? [29:10<00:00,  2.18it/s]\nEpoch 0: |          | 3812/? [29:10<00:00,  2.18it/s]\nEpoch 0: |          | 3812/? [29:10<00:00,  2.18it/s]\nEpoch 0: |          | 3813/? [29:11<00:00,  2.18it/s]\nEpoch 0: |          | 3813/? [29:11<00:00,  2.18it/s]\nEpoch 0: |          | 3814/? [29:11<00:00,  2.18it/s]\nEpoch 0: |          | 3814/? [29:11<00:00,  2.18it/s]\nEpoch 0: |          | 3815/? [29:11<00:00,  2.18it/s]\nEpoch 0: |          | 3815/? [29:11<00:00,  2.18it/s]\nEpoch 0: |          | 3816/? [29:12<00:00,  2.18it/s]\nEpoch 0: |          | 3816/? [29:12<00:00,  2.18it/s]\nEpoch 0: |          | 3817/? [29:12<00:00,  2.18it/s]\nEpoch 0: |          | 3817/? [29:12<00:00,  2.18it/s]\nEpoch 0: |          | 3818/? [29:13<00:00,  2.18it/s]\nEpoch 0: |          | 3818/? [29:13<00:00,  2.18it/s]\nEpoch 0: |          | 3819/? [29:13<00:00,  2.18it/s]\nEpoch 0: |          | 3819/? [29:13<00:00,  2.18it/s]\nEpoch 0: |          | 3820/? [29:13<00:00,  2.18it/s]\nEpoch 0: |          | 3820/? [29:13<00:00,  2.18it/s]\nEpoch 0: |          | 3821/? [29:14<00:00,  2.18it/s]\nEpoch 0: |          | 3821/? [29:14<00:00,  2.18it/s]\nEpoch 0: |          | 3822/? [29:14<00:00,  2.18it/s]\nEpoch 0: |          | 3822/? [29:14<00:00,  2.18it/s]\nEpoch 0: |          | 3823/? [29:15<00:00,  2.18it/s]\nEpoch 0: |          | 3823/? [29:15<00:00,  2.18it/s]\nEpoch 0: |          | 3824/? [29:15<00:00,  2.18it/s]\nEpoch 0: |          | 3824/? [29:15<00:00,  2.18it/s]\nEpoch 0: |          | 3825/? [29:15<00:00,  2.18it/s]\nEpoch 0: |          | 3825/? [29:15<00:00,  2.18it/s]\nEpoch 0: |          | 3826/? [29:16<00:00,  2.18it/s]\nEpoch 0: |          | 3826/? [29:16<00:00,  2.18it/s]\nEpoch 0: |          | 3827/? [29:16<00:00,  2.18it/s]\nEpoch 0: |          | 3827/? [29:16<00:00,  2.18it/s]\nEpoch 0: |          | 3828/? [29:17<00:00,  2.18it/s]\nEpoch 0: |          | 3828/? [29:17<00:00,  2.18it/s]\nEpoch 0: |          | 3829/? [29:17<00:00,  2.18it/s]\nEpoch 0: |          | 3829/? [29:17<00:00,  2.18it/s]\nEpoch 0: |          | 3830/? [29:17<00:00,  2.18it/s]\nEpoch 0: |          | 3830/? [29:17<00:00,  2.18it/s]\nEpoch 0: |          | 3831/? [29:18<00:00,  2.18it/s]\nEpoch 0: |          | 3831/? [29:18<00:00,  2.18it/s]\nEpoch 0: |          | 3832/? [29:18<00:00,  2.18it/s]\nEpoch 0: |          | 3832/? [29:18<00:00,  2.18it/s]\nEpoch 0: |          | 3833/? [29:19<00:00,  2.18it/s]\nEpoch 0: |          | 3833/? [29:19<00:00,  2.18it/s]\nEpoch 0: |          | 3834/? [29:19<00:00,  2.18it/s]\nEpoch 0: |          | 3834/? [29:19<00:00,  2.18it/s]\nEpoch 0: |          | 3835/? [29:19<00:00,  2.18it/s]\nEpoch 0: |          | 3835/? [29:19<00:00,  2.18it/s]\nEpoch 0: |          | 3836/? [29:20<00:00,  2.18it/s]\nEpoch 0: |          | 3836/? [29:20<00:00,  2.18it/s]\nEpoch 0: |          | 3837/? [29:20<00:00,  2.18it/s]\nEpoch 0: |          | 3837/? [29:20<00:00,  2.18it/s]\nEpoch 0: |          | 3838/? [29:21<00:00,  2.18it/s]\nEpoch 0: |          | 3838/? [29:21<00:00,  2.18it/s]\nEpoch 0: |          | 3839/? [29:21<00:00,  2.18it/s]\nEpoch 0: |          | 3839/? [29:21<00:00,  2.18it/s]\nEpoch 0: |          | 3840/? [29:21<00:00,  2.18it/s]\nEpoch 0: |          | 3840/? [29:21<00:00,  2.18it/s]\nEpoch 0: |          | 3841/? [29:22<00:00,  2.18it/s]\nEpoch 0: |          | 3841/? [29:22<00:00,  2.18it/s]\nEpoch 0: |          | 3842/? [29:22<00:00,  2.18it/s]\nEpoch 0: |          | 3842/? [29:22<00:00,  2.18it/s]\nEpoch 0: |          | 3843/? [29:23<00:00,  2.18it/s]\nEpoch 0: |          | 3843/? [29:23<00:00,  2.18it/s]\nEpoch 0: |          | 3844/? [29:23<00:00,  2.18it/s]\nEpoch 0: |          | 3844/? [29:23<00:00,  2.18it/s]\nEpoch 0: |          | 3845/? [29:23<00:00,  2.18it/s]\nEpoch 0: |          | 3845/? [29:23<00:00,  2.18it/s]\nEpoch 0: |          | 3846/? [29:24<00:00,  2.18it/s]\nEpoch 0: |          | 3846/? [29:24<00:00,  2.18it/s]\nEpoch 0: |          | 3847/? [29:24<00:00,  2.18it/s]\nEpoch 0: |          | 3847/? [29:24<00:00,  2.18it/s]\nEpoch 0: |          | 3848/? [29:25<00:00,  2.18it/s]\nEpoch 0: |          | 3848/? [29:25<00:00,  2.18it/s]\nEpoch 0: |          | 3849/? [29:25<00:00,  2.18it/s]\nEpoch 0: |          | 3849/? [29:25<00:00,  2.18it/s]\nEpoch 0: |          | 3850/? [29:25<00:00,  2.18it/s]\nEpoch 0: |          | 3850/? [29:25<00:00,  2.18it/s]\nEpoch 0: |          | 3851/? [29:26<00:00,  2.18it/s]\nEpoch 0: |          | 3851/? [29:26<00:00,  2.18it/s]\nEpoch 0: |          | 3852/? [29:26<00:00,  2.18it/s]\nEpoch 0: |          | 3852/? [29:26<00:00,  2.18it/s]\nEpoch 0: |          | 3853/? [29:27<00:00,  2.18it/s]\nEpoch 0: |          | 3853/? [29:27<00:00,  2.18it/s]\nEpoch 0: |          | 3854/? [29:27<00:00,  2.18it/s]\nEpoch 0: |          | 3854/? [29:27<00:00,  2.18it/s]\nEpoch 0: |          | 3855/? [29:27<00:00,  2.18it/s]\nEpoch 0: |          | 3855/? [29:27<00:00,  2.18it/s]\nEpoch 0: |          | 3856/? [29:28<00:00,  2.18it/s]\nEpoch 0: |          | 3856/? [29:28<00:00,  2.18it/s]\nEpoch 0: |          | 3857/? [29:28<00:00,  2.18it/s]\nEpoch 0: |          | 3857/? [29:28<00:00,  2.18it/s]\nEpoch 0: |          | 3858/? [29:28<00:00,  2.18it/s]\nEpoch 0: |          | 3858/? [29:28<00:00,  2.18it/s]\nEpoch 0: |          | 3859/? [29:29<00:00,  2.18it/s]\nEpoch 0: |          | 3859/? [29:29<00:00,  2.18it/s]\nEpoch 0: |          | 3860/? [29:29<00:00,  2.18it/s]\nEpoch 0: |          | 3860/? [29:29<00:00,  2.18it/s]\nEpoch 0: |          | 3861/? [29:30<00:00,  2.18it/s]\nEpoch 0: |          | 3861/? [29:30<00:00,  2.18it/s]\nEpoch 0: |          | 3862/? [29:30<00:00,  2.18it/s]\nEpoch 0: |          | 3862/? [29:30<00:00,  2.18it/s]\nEpoch 0: |          | 3863/? [29:30<00:00,  2.18it/s]\nEpoch 0: |          | 3863/? [29:30<00:00,  2.18it/s]\nEpoch 0: |          | 3864/? [29:31<00:00,  2.18it/s]\nEpoch 0: |          | 3864/? [29:31<00:00,  2.18it/s]\nEpoch 0: |          | 3865/? [29:31<00:00,  2.18it/s]\nEpoch 0: |          | 3865/? [29:31<00:00,  2.18it/s]\nEpoch 0: |          | 3866/? [29:32<00:00,  2.18it/s]\nEpoch 0: |          | 3866/? [29:32<00:00,  2.18it/s]\nEpoch 0: |          | 3867/? [29:32<00:00,  2.18it/s]\nEpoch 0: |          | 3867/? [29:32<00:00,  2.18it/s]\nEpoch 0: |          | 3868/? [29:32<00:00,  2.18it/s]\nEpoch 0: |          | 3868/? [29:32<00:00,  2.18it/s]\nEpoch 0: |          | 3869/? [29:33<00:00,  2.18it/s]\nEpoch 0: |          | 3869/? [29:33<00:00,  2.18it/s]\nEpoch 0: |          | 3870/? [29:33<00:00,  2.18it/s]\nEpoch 0: |          | 3870/? [29:33<00:00,  2.18it/s]\nEpoch 0: |          | 3871/? [29:34<00:00,  2.18it/s]\nEpoch 0: |          | 3871/? [29:34<00:00,  2.18it/s]\nEpoch 0: |          | 3872/? [29:34<00:00,  2.18it/s]\nEpoch 0: |          | 3872/? [29:34<00:00,  2.18it/s]\nEpoch 0: |          | 3873/? [29:34<00:00,  2.18it/s]\nEpoch 0: |          | 3873/? [29:34<00:00,  2.18it/s]\nEpoch 0: |          | 3874/? [29:35<00:00,  2.18it/s]\nEpoch 0: |          | 3874/? [29:35<00:00,  2.18it/s]\nEpoch 0: |          | 3875/? [29:35<00:00,  2.18it/s]\nEpoch 0: |          | 3875/? [29:35<00:00,  2.18it/s]\nEpoch 0: |          | 3876/? [29:35<00:00,  2.18it/s]\nEpoch 0: |          | 3876/? [29:35<00:00,  2.18it/s]\nEpoch 0: |          | 3877/? [29:36<00:00,  2.18it/s]\nEpoch 0: |          | 3877/? [29:36<00:00,  2.18it/s]\nEpoch 0: |          | 3878/? [29:36<00:00,  2.18it/s]\nEpoch 0: |          | 3878/? [29:36<00:00,  2.18it/s]\nEpoch 0: |          | 3879/? [29:37<00:00,  2.18it/s]\nEpoch 0: |          | 3879/? [29:37<00:00,  2.18it/s]\nEpoch 0: |          | 3880/? [29:37<00:00,  2.18it/s]\nEpoch 0: |          | 3880/? [29:37<00:00,  2.18it/s]\nEpoch 0: |          | 3881/? [29:37<00:00,  2.18it/s]\nEpoch 0: |          | 3881/? [29:37<00:00,  2.18it/s]\nEpoch 0: |          | 3882/? [29:38<00:00,  2.18it/s]\nEpoch 0: |          | 3882/? [29:38<00:00,  2.18it/s]\nEpoch 0: |          | 3883/? [29:38<00:00,  2.18it/s]\nEpoch 0: |          | 3883/? [29:38<00:00,  2.18it/s]\nEpoch 0: |          | 3884/? [29:39<00:00,  2.18it/s]\nEpoch 0: |          | 3884/? [29:39<00:00,  2.18it/s]\nEpoch 0: |          | 3885/? [29:39<00:00,  2.18it/s]\nEpoch 0: |          | 3885/? [29:39<00:00,  2.18it/s]\nEpoch 0: |          | 3886/? [29:39<00:00,  2.18it/s]\nEpoch 0: |          | 3886/? [29:39<00:00,  2.18it/s]\nEpoch 0: |          | 3887/? [29:40<00:00,  2.18it/s]\nEpoch 0: |          | 3887/? [29:40<00:00,  2.18it/s]\nEpoch 0: |          | 3888/? [29:40<00:00,  2.18it/s]\nEpoch 0: |          | 3888/? [29:40<00:00,  2.18it/s]\nEpoch 0: |          | 3889/? [29:41<00:00,  2.18it/s]\nEpoch 0: |          | 3889/? [29:41<00:00,  2.18it/s]\nEpoch 0: |          | 3890/? [29:41<00:00,  2.18it/s]\nEpoch 0: |          | 3890/? [29:41<00:00,  2.18it/s]\nEpoch 0: |          | 3891/? [29:41<00:00,  2.18it/s]\nEpoch 0: |          | 3891/? [29:41<00:00,  2.18it/s]\nEpoch 0: |          | 3892/? [29:42<00:00,  2.18it/s]\nEpoch 0: |          | 3892/? [29:42<00:00,  2.18it/s]\nEpoch 0: |          | 3893/? [29:42<00:00,  2.18it/s]\nEpoch 0: |          | 3893/? [29:42<00:00,  2.18it/s]\nEpoch 0: |          | 3894/? [29:42<00:00,  2.18it/s]\nEpoch 0: |          | 3894/? [29:42<00:00,  2.18it/s]\nEpoch 0: |          | 3895/? [29:43<00:00,  2.18it/s]\nEpoch 0: |          | 3895/? [29:43<00:00,  2.18it/s]\nEpoch 0: |          | 3896/? [29:43<00:00,  2.18it/s]\nEpoch 0: |          | 3896/? [29:43<00:00,  2.18it/s]\nEpoch 0: |          | 3897/? [29:44<00:00,  2.18it/s]\nEpoch 0: |          | 3897/? [29:44<00:00,  2.18it/s]\nEpoch 0: |          | 3898/? [29:44<00:00,  2.18it/s]\nEpoch 0: |          | 3898/? [29:44<00:00,  2.18it/s]\nEpoch 0: |          | 3899/? [29:44<00:00,  2.18it/s]\nEpoch 0: |          | 3899/? [29:44<00:00,  2.18it/s]\nEpoch 0: |          | 3900/? [29:45<00:00,  2.18it/s]\nEpoch 0: |          | 3900/? [29:45<00:00,  2.18it/s]\nEpoch 0: |          | 3901/? [29:45<00:00,  2.18it/s]\nEpoch 0: |          | 3901/? [29:45<00:00,  2.18it/s]\nEpoch 0: |          | 3902/? [29:46<00:00,  2.18it/s]\nEpoch 0: |          | 3902/? [29:46<00:00,  2.18it/s]\nEpoch 0: |          | 3903/? [29:46<00:00,  2.18it/s]\nEpoch 0: |          | 3903/? [29:46<00:00,  2.18it/s]\nEpoch 0: |          | 3904/? [29:46<00:00,  2.18it/s]\nEpoch 0: |          | 3904/? [29:46<00:00,  2.18it/s]\nEpoch 0: |          | 3905/? [29:47<00:00,  2.18it/s]\nEpoch 0: |          | 3905/? [29:47<00:00,  2.18it/s]\nEpoch 0: |          | 3906/? [29:47<00:00,  2.19it/s]\nEpoch 0: |          | 3906/? [29:47<00:00,  2.19it/s]\nEpoch 0: |          | 3907/? [29:48<00:00,  2.19it/s]\nEpoch 0: |          | 3907/? [29:48<00:00,  2.19it/s]\nEpoch 0: |          | 3908/? [29:48<00:00,  2.19it/s]\nEpoch 0: |          | 3908/? [29:48<00:00,  2.19it/s]\nEpoch 0: |          | 3909/? [29:48<00:00,  2.19it/s]\nEpoch 0: |          | 3909/? [29:48<00:00,  2.19it/s]\nEpoch 0: |          | 3910/? [29:49<00:00,  2.19it/s]\nEpoch 0: |          | 3910/? [29:49<00:00,  2.19it/s]\nEpoch 0: |          | 3911/? [29:49<00:00,  2.19it/s]\nEpoch 0: |          | 3911/? [29:49<00:00,  2.19it/s]\nEpoch 0: |          | 3912/? [29:49<00:00,  2.19it/s]\nEpoch 0: |          | 3912/? [29:49<00:00,  2.19it/s]\nEpoch 0: |          | 3913/? [29:50<00:00,  2.19it/s]\nEpoch 0: |          | 3913/? [29:50<00:00,  2.19it/s]\nEpoch 0: |          | 3914/? [29:50<00:00,  2.19it/s]\nEpoch 0: |          | 3914/? [29:50<00:00,  2.19it/s]\nEpoch 0: |          | 3915/? [29:51<00:00,  2.19it/s]\nEpoch 0: |          | 3915/? [29:51<00:00,  2.19it/s]\nEpoch 0: |          | 3916/? [29:51<00:00,  2.19it/s]\nEpoch 0: |          | 3916/? [29:51<00:00,  2.19it/s]\nEpoch 0: |          | 3917/? [29:51<00:00,  2.19it/s]\nEpoch 0: |          | 3917/? [29:51<00:00,  2.19it/s]\nEpoch 0: |          | 3918/? [29:52<00:00,  2.19it/s]\nEpoch 0: |          | 3918/? [29:52<00:00,  2.19it/s]\nEpoch 0: |          | 3919/? [29:52<00:00,  2.19it/s]\nEpoch 0: |          | 3919/? [29:52<00:00,  2.19it/s]\nEpoch 0: |          | 3920/? [29:53<00:00,  2.19it/s]\nEpoch 0: |          | 3920/? [29:53<00:00,  2.19it/s]\nEpoch 0: |          | 3921/? [29:53<00:00,  2.19it/s]\nEpoch 0: |          | 3921/? [29:53<00:00,  2.19it/s]\nEpoch 0: |          | 3922/? [29:53<00:00,  2.19it/s]\nEpoch 0: |          | 3922/? [29:53<00:00,  2.19it/s]\nEpoch 0: |          | 3923/? [29:54<00:00,  2.19it/s]\nEpoch 0: |          | 3923/? [29:54<00:00,  2.19it/s]\nEpoch 0: |          | 3924/? [29:54<00:00,  2.19it/s]\nEpoch 0: |          | 3924/? [29:54<00:00,  2.19it/s]\nEpoch 0: |          | 3925/? [29:55<00:00,  2.19it/s]\nEpoch 0: |          | 3925/? [29:55<00:00,  2.19it/s]\nEpoch 0: |          | 3926/? [29:55<00:00,  2.19it/s]\nEpoch 0: |          | 3926/? [29:55<00:00,  2.19it/s]\nEpoch 0: |          | 3927/? [29:55<00:00,  2.19it/s]\nEpoch 0: |          | 3927/? [29:55<00:00,  2.19it/s]\nEpoch 0: |          | 3928/? [29:56<00:00,  2.19it/s]\nEpoch 0: |          | 3928/? [29:56<00:00,  2.19it/s]\nEpoch 0: |          | 3929/? [29:56<00:00,  2.19it/s]\nEpoch 0: |          | 3929/? [29:56<00:00,  2.19it/s]\nEpoch 0: |          | 3930/? [29:56<00:00,  2.19it/s]\nEpoch 0: |          | 3930/? [29:56<00:00,  2.19it/s]\nEpoch 0: |          | 3931/? [29:57<00:00,  2.19it/s]\nEpoch 0: |          | 3931/? [29:57<00:00,  2.19it/s]\nEpoch 0: |          | 3932/? [29:57<00:00,  2.19it/s]\nEpoch 0: |          | 3932/? [29:57<00:00,  2.19it/s]\nEpoch 0: |          | 3933/? [29:58<00:00,  2.19it/s]\nEpoch 0: |          | 3933/? [29:58<00:00,  2.19it/s]\nEpoch 0: |          | 3934/? [29:58<00:00,  2.19it/s]\nEpoch 0: |          | 3934/? [29:58<00:00,  2.19it/s]\nEpoch 0: |          | 3935/? [29:58<00:00,  2.19it/s]\nEpoch 0: |          | 3935/? [29:58<00:00,  2.19it/s]\nEpoch 0: |          | 3936/? [29:59<00:00,  2.19it/s]\nEpoch 0: |          | 3936/? [29:59<00:00,  2.19it/s]\nEpoch 0: |          | 3937/? [29:59<00:00,  2.19it/s]\nEpoch 0: |          | 3937/? [29:59<00:00,  2.19it/s]\nEpoch 0: |          | 3938/? [30:00<00:00,  2.19it/s]\nEpoch 0: |          | 3938/? [30:00<00:00,  2.19it/s]\nEpoch 0: |          | 3939/? [30:00<00:00,  2.19it/s]\nEpoch 0: |          | 3939/? [30:00<00:00,  2.19it/s]\nEpoch 0: |          | 3940/? [30:00<00:00,  2.19it/s]\nEpoch 0: |          | 3940/? [30:00<00:00,  2.19it/s]\nEpoch 0: |          | 3941/? [30:01<00:00,  2.19it/s]\nEpoch 0: |          | 3941/? [30:01<00:00,  2.19it/s]\nEpoch 0: |          | 3942/? [30:01<00:00,  2.19it/s]\nEpoch 0: |          | 3942/? [30:01<00:00,  2.19it/s]\nEpoch 0: |          | 3943/? [30:02<00:00,  2.19it/s]\nEpoch 0: |          | 3943/? [30:02<00:00,  2.19it/s]\nEpoch 0: |          | 3944/? [30:02<00:00,  2.19it/s]\nEpoch 0: |          | 3944/? [30:02<00:00,  2.19it/s]\nEpoch 0: |          | 3945/? [30:02<00:00,  2.19it/s]\nEpoch 0: |          | 3945/? [30:02<00:00,  2.19it/s]\nEpoch 0: |          | 3946/? [30:03<00:00,  2.19it/s]\nEpoch 0: |          | 3946/? [30:03<00:00,  2.19it/s]\nEpoch 0: |          | 3947/? [30:03<00:00,  2.19it/s]\nEpoch 0: |          | 3947/? [30:03<00:00,  2.19it/s]\nEpoch 0: |          | 3948/? [30:04<00:00,  2.19it/s]\nEpoch 0: |          | 3948/? [30:04<00:00,  2.19it/s]\nEpoch 0: |          | 3949/? [30:04<00:00,  2.19it/s]\nEpoch 0: |          | 3949/? [30:04<00:00,  2.19it/s]\nEpoch 0: |          | 3950/? [30:04<00:00,  2.19it/s]\nEpoch 0: |          | 3950/? [30:04<00:00,  2.19it/s]\nEpoch 0: |          | 3951/? [30:05<00:00,  2.19it/s]\nEpoch 0: |          | 3951/? [30:05<00:00,  2.19it/s]\nEpoch 0: |          | 3952/? [30:05<00:00,  2.19it/s]\nEpoch 0: |          | 3952/? [30:05<00:00,  2.19it/s]\nEpoch 0: |          | 3953/? [30:05<00:00,  2.19it/s]\nEpoch 0: |          | 3953/? [30:05<00:00,  2.19it/s]\nEpoch 0: |          | 3954/? [30:06<00:00,  2.19it/s]\nEpoch 0: |          | 3954/? [30:06<00:00,  2.19it/s]\nEpoch 0: |          | 3955/? [30:06<00:00,  2.19it/s]\nEpoch 0: |          | 3955/? [30:06<00:00,  2.19it/s]\nEpoch 0: |          | 3956/? [30:07<00:00,  2.19it/s]\nEpoch 0: |          | 3956/? [30:07<00:00,  2.19it/s]\nEpoch 0: |          | 3957/? [30:07<00:00,  2.19it/s]\nEpoch 0: |          | 3957/? [30:07<00:00,  2.19it/s]\nEpoch 0: |          | 3958/? [30:07<00:00,  2.19it/s]\nEpoch 0: |          | 3958/? [30:07<00:00,  2.19it/s]\nEpoch 0: |          | 3959/? [30:08<00:00,  2.19it/s]\nEpoch 0: |          | 3959/? [30:08<00:00,  2.19it/s]\nEpoch 0: |          | 3960/? [30:08<00:00,  2.19it/s]\nEpoch 0: |          | 3960/? [30:08<00:00,  2.19it/s]\nEpoch 0: |          | 3961/? [30:09<00:00,  2.19it/s]\nEpoch 0: |          | 3961/? [30:09<00:00,  2.19it/s]\nEpoch 0: |          | 3962/? [30:09<00:00,  2.19it/s]\nEpoch 0: |          | 3962/? [30:09<00:00,  2.19it/s]\nEpoch 0: |          | 3963/? [30:09<00:00,  2.19it/s]\nEpoch 0: |          | 3963/? [30:09<00:00,  2.19it/s]\nEpoch 0: |          | 3964/? [30:10<00:00,  2.19it/s]\nEpoch 0: |          | 3964/? [30:10<00:00,  2.19it/s]\nEpoch 0: |          | 3965/? [30:10<00:00,  2.19it/s]\nEpoch 0: |          | 3965/? [30:10<00:00,  2.19it/s]\nEpoch 0: |          | 3966/? [30:11<00:00,  2.19it/s]\nEpoch 0: |          | 3966/? [30:11<00:00,  2.19it/s]\nEpoch 0: |          | 3967/? [30:11<00:00,  2.19it/s]\nEpoch 0: |          | 3967/? [30:11<00:00,  2.19it/s]\nEpoch 0: |          | 3968/? [30:11<00:00,  2.19it/s]\nEpoch 0: |          | 3968/? [30:11<00:00,  2.19it/s]\nEpoch 0: |          | 3969/? [30:12<00:00,  2.19it/s]\nEpoch 0: |          | 3969/? [30:12<00:00,  2.19it/s]\nEpoch 0: |          | 3970/? [30:12<00:00,  2.19it/s]\nEpoch 0: |          | 3970/? [30:12<00:00,  2.19it/s]\nEpoch 0: |          | 3971/? [30:12<00:00,  2.19it/s]\nEpoch 0: |          | 3971/? [30:12<00:00,  2.19it/s]\nEpoch 0: |          | 3972/? [30:13<00:00,  2.19it/s]\nEpoch 0: |          | 3972/? [30:13<00:00,  2.19it/s]\nEpoch 0: |          | 3973/? [30:13<00:00,  2.19it/s]\nEpoch 0: |          | 3973/? [30:13<00:00,  2.19it/s]\nEpoch 0: |          | 3974/? [30:14<00:00,  2.19it/s]\nEpoch 0: |          | 3974/? [30:14<00:00,  2.19it/s]\nEpoch 0: |          | 3975/? [30:14<00:00,  2.19it/s]\nEpoch 0: |          | 3975/? [30:14<00:00,  2.19it/s]\nEpoch 0: |          | 3976/? [30:14<00:00,  2.19it/s]\nEpoch 0: |          | 3976/? [30:14<00:00,  2.19it/s]\nEpoch 0: |          | 3977/? [30:15<00:00,  2.19it/s]\nEpoch 0: |          | 3977/? [30:15<00:00,  2.19it/s]\nEpoch 0: |          | 3978/? [30:15<00:00,  2.19it/s]\nEpoch 0: |          | 3978/? [30:15<00:00,  2.19it/s]\nEpoch 0: |          | 3979/? [30:16<00:00,  2.19it/s]\nEpoch 0: |          | 3979/? [30:16<00:00,  2.19it/s]\nEpoch 0: |          | 3980/? [30:16<00:00,  2.19it/s]\nEpoch 0: |          | 3980/? [30:16<00:00,  2.19it/s]\nEpoch 0: |          | 3981/? [30:16<00:00,  2.19it/s]\nEpoch 0: |          | 3981/? [30:16<00:00,  2.19it/s]\nEpoch 0: |          | 3982/? [30:17<00:00,  2.19it/s]\nEpoch 0: |          | 3982/? [30:17<00:00,  2.19it/s]\nEpoch 0: |          | 3983/? [30:17<00:00,  2.19it/s]\nEpoch 0: |          | 3983/? [30:17<00:00,  2.19it/s]\nEpoch 0: |          | 3984/? [30:18<00:00,  2.19it/s]\nEpoch 0: |          | 3984/? [30:18<00:00,  2.19it/s]\nEpoch 0: |          | 3985/? [30:18<00:00,  2.19it/s]\nEpoch 0: |          | 3985/? [30:18<00:00,  2.19it/s]\nEpoch 0: |          | 3986/? [30:18<00:00,  2.19it/s]\nEpoch 0: |          | 3986/? [30:18<00:00,  2.19it/s]\nEpoch 0: |          | 3987/? [30:19<00:00,  2.19it/s]\nEpoch 0: |          | 3987/? [30:19<00:00,  2.19it/s]\nEpoch 0: |          | 3988/? [30:19<00:00,  2.19it/s]\nEpoch 0: |          | 3988/? [30:19<00:00,  2.19it/s]\nEpoch 0: |          | 3989/? [30:19<00:00,  2.19it/s]\nEpoch 0: |          | 3989/? [30:19<00:00,  2.19it/s]\nEpoch 0: |          | 3990/? [30:20<00:00,  2.19it/s]\nEpoch 0: |          | 3990/? [30:20<00:00,  2.19it/s]\nEpoch 0: |          | 3991/? [30:20<00:00,  2.19it/s]\nEpoch 0: |          | 3991/? [30:20<00:00,  2.19it/s]\nEpoch 0: |          | 3992/? [30:21<00:00,  2.19it/s]\nEpoch 0: |          | 3992/? [30:21<00:00,  2.19it/s]\nEpoch 0: |          | 3993/? [30:21<00:00,  2.19it/s]\nEpoch 0: |          | 3993/? [30:21<00:00,  2.19it/s]\nEpoch 0: |          | 3994/? [30:21<00:00,  2.19it/s]\nEpoch 0: |          | 3994/? [30:21<00:00,  2.19it/s]\nEpoch 0: |          | 3995/? [30:22<00:00,  2.19it/s]\nEpoch 0: |          | 3995/? [30:22<00:00,  2.19it/s]\nEpoch 0: |          | 3996/? [30:22<00:00,  2.19it/s]\nEpoch 0: |          | 3996/? [30:22<00:00,  2.19it/s]\nEpoch 0: |          | 3997/? [30:23<00:00,  2.19it/s]\nEpoch 0: |          | 3997/? [30:23<00:00,  2.19it/s]\nEpoch 0: |          | 3998/? [30:23<00:00,  2.19it/s]\nEpoch 0: |          | 3998/? [30:23<00:00,  2.19it/s]\nEpoch 0: |          | 3999/? [30:23<00:00,  2.19it/s]\nEpoch 0: |          | 3999/? [30:23<00:00,  2.19it/s]\nEpoch 0: |          | 4000/? [30:24<00:00,  2.19it/s]\nEpoch 0: |          | 4000/? [30:24<00:00,  2.19it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.05it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  6.75it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  6.87it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.08it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 4000/? [30:24<00:00,  2.19it/s]\nEpoch 0: |          | 4001/? [30:25<00:00,  2.19it/s]\nEpoch 0: |          | 4001/? [30:25<00:00,  2.19it/s]\nEpoch 0: |          | 4002/? [30:25<00:00,  2.19it/s]\nEpoch 0: |          | 4002/? [30:25<00:00,  2.19it/s]\nEpoch 0: |          | 4003/? [30:26<00:00,  2.19it/s]\nEpoch 0: |          | 4003/? [30:26<00:00,  2.19it/s]\nEpoch 0: |          | 4004/? [30:26<00:00,  2.19it/s]\nEpoch 0: |          | 4004/? [30:26<00:00,  2.19it/s]\nEpoch 0: |          | 4005/? [30:26<00:00,  2.19it/s]\nEpoch 0: |          | 4005/? [30:26<00:00,  2.19it/s]\nEpoch 0: |          | 4006/? [30:27<00:00,  2.19it/s]\nEpoch 0: |          | 4006/? [30:27<00:00,  2.19it/s]\nEpoch 0: |          | 4007/? [30:27<00:00,  2.19it/s]\nEpoch 0: |          | 4007/? [30:27<00:00,  2.19it/s]\nEpoch 0: |          | 4008/? [30:27<00:00,  2.19it/s]\nEpoch 0: |          | 4008/? [30:27<00:00,  2.19it/s]\nEpoch 0: |          | 4009/? [30:28<00:00,  2.19it/s]\nEpoch 0: |          | 4009/? [30:28<00:00,  2.19it/s]\nEpoch 0: |          | 4010/? [30:28<00:00,  2.19it/s]\nEpoch 0: |          | 4010/? [30:28<00:00,  2.19it/s]\nEpoch 0: |          | 4011/? [30:29<00:00,  2.19it/s]\nEpoch 0: |          | 4011/? [30:29<00:00,  2.19it/s]\nEpoch 0: |          | 4012/? [30:29<00:00,  2.19it/s]\nEpoch 0: |          | 4012/? [30:29<00:00,  2.19it/s]\nEpoch 0: |          | 4013/? [30:29<00:00,  2.19it/s]\nEpoch 0: |          | 4013/? [30:29<00:00,  2.19it/s]\nEpoch 0: |          | 4014/? [30:30<00:00,  2.19it/s]\nEpoch 0: |          | 4014/? [30:30<00:00,  2.19it/s]\nEpoch 0: |          | 4015/? [30:30<00:00,  2.19it/s]\nEpoch 0: |          | 4015/? [30:30<00:00,  2.19it/s]\nEpoch 0: |          | 4016/? [30:30<00:00,  2.19it/s]\nEpoch 0: |          | 4016/? [30:30<00:00,  2.19it/s]\nEpoch 0: |          | 4017/? [30:31<00:00,  2.19it/s]\nEpoch 0: |          | 4017/? [30:31<00:00,  2.19it/s]\nEpoch 0: |          | 4018/? [30:31<00:00,  2.19it/s]\nEpoch 0: |          | 4018/? [30:31<00:00,  2.19it/s]\nEpoch 0: |          | 4019/? [30:32<00:00,  2.19it/s]\nEpoch 0: |          | 4019/? [30:32<00:00,  2.19it/s]\nEpoch 0: |          | 4020/? [30:32<00:00,  2.19it/s]\nEpoch 0: |          | 4020/? [30:32<00:00,  2.19it/s]\nEpoch 0: |          | 4021/? [30:32<00:00,  2.19it/s]\nEpoch 0: |          | 4021/? [30:32<00:00,  2.19it/s]\nEpoch 0: |          | 4022/? [30:33<00:00,  2.19it/s]\nEpoch 0: |          | 4022/? [30:33<00:00,  2.19it/s]\nEpoch 0: |          | 4023/? [30:33<00:00,  2.19it/s]\nEpoch 0: |          | 4023/? [30:33<00:00,  2.19it/s]\nEpoch 0: |          | 4024/? [30:34<00:00,  2.19it/s]\nEpoch 0: |          | 4024/? [30:34<00:00,  2.19it/s]\nEpoch 0: |          | 4025/? [30:34<00:00,  2.19it/s]\nEpoch 0: |          | 4025/? [30:34<00:00,  2.19it/s]\nEpoch 0: |          | 4026/? [30:34<00:00,  2.19it/s]\nEpoch 0: |          | 4026/? [30:34<00:00,  2.19it/s]\nEpoch 0: |          | 4027/? [30:35<00:00,  2.19it/s]\nEpoch 0: |          | 4027/? [30:35<00:00,  2.19it/s]\nEpoch 0: |          | 4028/? [30:35<00:00,  2.19it/s]\nEpoch 0: |          | 4028/? [30:35<00:00,  2.19it/s]\nEpoch 0: |          | 4029/? [30:36<00:00,  2.19it/s]\nEpoch 0: |          | 4029/? [30:36<00:00,  2.19it/s]\nEpoch 0: |          | 4030/? [30:36<00:00,  2.19it/s]\nEpoch 0: |          | 4030/? [30:36<00:00,  2.19it/s]\nEpoch 0: |          | 4031/? [30:36<00:00,  2.19it/s]\nEpoch 0: |          | 4031/? [30:36<00:00,  2.19it/s]\nEpoch 0: |          | 4032/? [30:37<00:00,  2.19it/s]\nEpoch 0: |          | 4032/? [30:37<00:00,  2.19it/s]\nEpoch 0: |          | 4033/? [30:37<00:00,  2.19it/s]\nEpoch 0: |          | 4033/? [30:37<00:00,  2.19it/s]\nEpoch 0: |          | 4034/? [30:37<00:00,  2.19it/s]\nEpoch 0: |          | 4034/? [30:37<00:00,  2.19it/s]\nEpoch 0: |          | 4035/? [30:38<00:00,  2.19it/s]\nEpoch 0: |          | 4035/? [30:38<00:00,  2.19it/s]\nEpoch 0: |          | 4036/? [30:38<00:00,  2.20it/s]\nEpoch 0: |          | 4036/? [30:38<00:00,  2.19it/s]\nEpoch 0: |          | 4037/? [30:39<00:00,  2.20it/s]\nEpoch 0: |          | 4037/? [30:39<00:00,  2.20it/s]\nEpoch 0: |          | 4038/? [30:39<00:00,  2.20it/s]\nEpoch 0: |          | 4038/? [30:39<00:00,  2.20it/s]\nEpoch 0: |          | 4039/? [30:39<00:00,  2.20it/s]\nEpoch 0: |          | 4039/? [30:39<00:00,  2.20it/s]\nEpoch 0: |          | 4040/? [30:40<00:00,  2.20it/s]\nEpoch 0: |          | 4040/? [30:40<00:00,  2.20it/s]\nEpoch 0: |          | 4041/? [30:40<00:00,  2.20it/s]\nEpoch 0: |          | 4041/? [30:40<00:00,  2.20it/s]\nEpoch 0: |          | 4042/? [30:41<00:00,  2.20it/s]\nEpoch 0: |          | 4042/? [30:41<00:00,  2.20it/s]\nEpoch 0: |          | 4043/? [30:41<00:00,  2.20it/s]\nEpoch 0: |          | 4043/? [30:41<00:00,  2.20it/s]\nEpoch 0: |          | 4044/? [30:41<00:00,  2.20it/s]\nEpoch 0: |          | 4044/? [30:41<00:00,  2.20it/s]\nEpoch 0: |          | 4045/? [30:42<00:00,  2.20it/s]\nEpoch 0: |          | 4045/? [30:42<00:00,  2.20it/s]\nEpoch 0: |          | 4046/? [30:42<00:00,  2.20it/s]\nEpoch 0: |          | 4046/? [30:42<00:00,  2.20it/s]\nEpoch 0: |          | 4047/? [30:42<00:00,  2.20it/s]\nEpoch 0: |          | 4047/? [30:42<00:00,  2.20it/s]\nEpoch 0: |          | 4048/? [30:43<00:00,  2.20it/s]\nEpoch 0: |          | 4048/? [30:43<00:00,  2.20it/s]\nEpoch 0: |          | 4049/? [30:43<00:00,  2.20it/s]\nEpoch 0: |          | 4049/? [30:43<00:00,  2.20it/s]\nEpoch 0: |          | 4050/? [30:44<00:00,  2.20it/s]\nEpoch 0: |          | 4050/? [30:44<00:00,  2.20it/s]\nEpoch 0: |          | 4051/? [30:44<00:00,  2.20it/s]\nEpoch 0: |          | 4051/? [30:44<00:00,  2.20it/s]\nEpoch 0: |          | 4052/? [30:44<00:00,  2.20it/s]\nEpoch 0: |          | 4052/? [30:44<00:00,  2.20it/s]\nEpoch 0: |          | 4053/? [30:45<00:00,  2.20it/s]\nEpoch 0: |          | 4053/? [30:45<00:00,  2.20it/s]\nEpoch 0: |          | 4054/? [30:45<00:00,  2.20it/s]\nEpoch 0: |          | 4054/? [30:45<00:00,  2.20it/s]\nEpoch 0: |          | 4055/? [30:46<00:00,  2.20it/s]\nEpoch 0: |          | 4055/? [30:46<00:00,  2.20it/s]\nEpoch 0: |          | 4056/? [30:46<00:00,  2.20it/s]\nEpoch 0: |          | 4056/? [30:46<00:00,  2.20it/s]\nEpoch 0: |          | 4057/? [30:46<00:00,  2.20it/s]\nEpoch 0: |          | 4057/? [30:46<00:00,  2.20it/s]\nEpoch 0: |          | 4058/? [30:47<00:00,  2.20it/s]\nEpoch 0: |          | 4058/? [30:47<00:00,  2.20it/s]\nEpoch 0: |          | 4059/? [30:47<00:00,  2.20it/s]\nEpoch 0: |          | 4059/? [30:47<00:00,  2.20it/s]\nEpoch 0: |          | 4060/? [30:47<00:00,  2.20it/s]\nEpoch 0: |          | 4060/? [30:47<00:00,  2.20it/s]\nEpoch 0: |          | 4061/? [30:48<00:00,  2.20it/s]\nEpoch 0: |          | 4061/? [30:48<00:00,  2.20it/s]\nEpoch 0: |          | 4062/? [30:48<00:00,  2.20it/s]\nEpoch 0: |          | 4062/? [30:48<00:00,  2.20it/s]\nEpoch 0: |          | 4063/? [30:49<00:00,  2.20it/s]\nEpoch 0: |          | 4063/? [30:49<00:00,  2.20it/s]\nEpoch 0: |          | 4064/? [30:49<00:00,  2.20it/s]\nEpoch 0: |          | 4064/? [30:49<00:00,  2.20it/s]\nEpoch 0: |          | 4065/? [30:49<00:00,  2.20it/s]\nEpoch 0: |          | 4065/? [30:49<00:00,  2.20it/s]\nEpoch 0: |          | 4066/? [30:50<00:00,  2.20it/s]\nEpoch 0: |          | 4066/? [30:50<00:00,  2.20it/s]\nEpoch 0: |          | 4067/? [30:50<00:00,  2.20it/s]\nEpoch 0: |          | 4067/? [30:50<00:00,  2.20it/s]\nEpoch 0: |          | 4068/? [30:51<00:00,  2.20it/s]\nEpoch 0: |          | 4068/? [30:51<00:00,  2.20it/s]\nEpoch 0: |          | 4069/? [30:51<00:00,  2.20it/s]\nEpoch 0: |          | 4069/? [30:51<00:00,  2.20it/s]\nEpoch 0: |          | 4070/? [30:52<00:00,  2.20it/s]\nEpoch 0: |          | 4070/? [30:52<00:00,  2.20it/s]\nEpoch 0: |          | 4071/? [30:52<00:00,  2.20it/s]\nEpoch 0: |          | 4071/? [30:52<00:00,  2.20it/s]\nEpoch 0: |          | 4072/? [30:52<00:00,  2.20it/s]\nEpoch 0: |          | 4072/? [30:52<00:00,  2.20it/s]\nEpoch 0: |          | 4073/? [30:53<00:00,  2.20it/s]\nEpoch 0: |          | 4073/? [30:53<00:00,  2.20it/s]\nEpoch 0: |          | 4074/? [30:53<00:00,  2.20it/s]\nEpoch 0: |          | 4074/? [30:53<00:00,  2.20it/s]\nEpoch 0: |          | 4075/? [30:54<00:00,  2.20it/s]\nEpoch 0: |          | 4075/? [30:54<00:00,  2.20it/s]\nEpoch 0: |          | 4076/? [30:54<00:00,  2.20it/s]\nEpoch 0: |          | 4076/? [30:54<00:00,  2.20it/s]\nEpoch 0: |          | 4077/? [30:54<00:00,  2.20it/s]\nEpoch 0: |          | 4077/? [30:54<00:00,  2.20it/s]\nEpoch 0: |          | 4078/? [30:55<00:00,  2.20it/s]\nEpoch 0: |          | 4078/? [30:55<00:00,  2.20it/s]\nEpoch 0: |          | 4079/? [30:55<00:00,  2.20it/s]\nEpoch 0: |          | 4079/? [30:55<00:00,  2.20it/s]\nEpoch 0: |          | 4080/? [30:55<00:00,  2.20it/s]\nEpoch 0: |          | 4080/? [30:55<00:00,  2.20it/s]\nEpoch 0: |          | 4081/? [30:56<00:00,  2.20it/s]\nEpoch 0: |          | 4081/? [30:56<00:00,  2.20it/s]\nEpoch 0: |          | 4082/? [30:56<00:00,  2.20it/s]\nEpoch 0: |          | 4082/? [30:56<00:00,  2.20it/s]\nEpoch 0: |          | 4083/? [30:57<00:00,  2.20it/s]\nEpoch 0: |          | 4083/? [30:57<00:00,  2.20it/s]\nEpoch 0: |          | 4084/? [30:57<00:00,  2.20it/s]\nEpoch 0: |          | 4084/? [30:57<00:00,  2.20it/s]\nEpoch 0: |          | 4085/? [30:57<00:00,  2.20it/s]\nEpoch 0: |          | 4085/? [30:57<00:00,  2.20it/s]\nEpoch 0: |          | 4086/? [30:58<00:00,  2.20it/s]\nEpoch 0: |          | 4086/? [30:58<00:00,  2.20it/s]\nEpoch 0: |          | 4087/? [30:58<00:00,  2.20it/s]\nEpoch 0: |          | 4087/? [30:58<00:00,  2.20it/s]\nEpoch 0: |          | 4088/? [30:59<00:00,  2.20it/s]\nEpoch 0: |          | 4088/? [30:59<00:00,  2.20it/s]\nEpoch 0: |          | 4089/? [30:59<00:00,  2.20it/s]\nEpoch 0: |          | 4089/? [30:59<00:00,  2.20it/s]\nEpoch 0: |          | 4090/? [30:59<00:00,  2.20it/s]\nEpoch 0: |          | 4090/? [30:59<00:00,  2.20it/s]\nEpoch 0: |          | 4091/? [31:00<00:00,  2.20it/s]\nEpoch 0: |          | 4091/? [31:00<00:00,  2.20it/s]\nEpoch 0: |          | 4092/? [31:00<00:00,  2.20it/s]\nEpoch 0: |          | 4092/? [31:00<00:00,  2.20it/s]\nEpoch 0: |          | 4093/? [31:01<00:00,  2.20it/s]\nEpoch 0: |          | 4093/? [31:01<00:00,  2.20it/s]\nEpoch 0: |          | 4094/? [31:01<00:00,  2.20it/s]\nEpoch 0: |          | 4094/? [31:01<00:00,  2.20it/s]\nEpoch 0: |          | 4095/? [31:01<00:00,  2.20it/s]\nEpoch 0: |          | 4095/? [31:01<00:00,  2.20it/s]\nEpoch 0: |          | 4096/? [31:02<00:00,  2.20it/s]\nEpoch 0: |          | 4096/? [31:02<00:00,  2.20it/s]\nEpoch 0: |          | 4097/? [31:02<00:00,  2.20it/s]\nEpoch 0: |          | 4097/? [31:02<00:00,  2.20it/s]\nEpoch 0: |          | 4098/? [31:03<00:00,  2.20it/s]\nEpoch 0: |          | 4098/? [31:03<00:00,  2.20it/s]\nEpoch 0: |          | 4099/? [31:03<00:00,  2.20it/s]\nEpoch 0: |          | 4099/? [31:03<00:00,  2.20it/s]\nEpoch 0: |          | 4100/? [31:03<00:00,  2.20it/s]\nEpoch 0: |          | 4100/? [31:03<00:00,  2.20it/s]\nEpoch 0: |          | 4101/? [31:04<00:00,  2.20it/s]\nEpoch 0: |          | 4101/? [31:04<00:00,  2.20it/s]\nEpoch 0: |          | 4102/? [31:04<00:00,  2.20it/s]\nEpoch 0: |          | 4102/? [31:04<00:00,  2.20it/s]\nEpoch 0: |          | 4103/? [31:04<00:00,  2.20it/s]\nEpoch 0: |          | 4103/? [31:04<00:00,  2.20it/s]\nEpoch 0: |          | 4104/? [31:05<00:00,  2.20it/s]\nEpoch 0: |          | 4104/? [31:05<00:00,  2.20it/s]\nEpoch 0: |          | 4105/? [31:05<00:00,  2.20it/s]\nEpoch 0: |          | 4105/? [31:05<00:00,  2.20it/s]\nEpoch 0: |          | 4106/? [31:06<00:00,  2.20it/s]\nEpoch 0: |          | 4106/? [31:06<00:00,  2.20it/s]\nEpoch 0: |          | 4107/? [31:06<00:00,  2.20it/s]\nEpoch 0: |          | 4107/? [31:06<00:00,  2.20it/s]\nEpoch 0: |          | 4108/? [31:06<00:00,  2.20it/s]\nEpoch 0: |          | 4108/? [31:06<00:00,  2.20it/s]\nEpoch 0: |          | 4109/? [31:07<00:00,  2.20it/s]\nEpoch 0: |          | 4109/? [31:07<00:00,  2.20it/s]\nEpoch 0: |          | 4110/? [31:07<00:00,  2.20it/s]\nEpoch 0: |          | 4110/? [31:07<00:00,  2.20it/s]\nEpoch 0: |          | 4111/? [31:08<00:00,  2.20it/s]\nEpoch 0: |          | 4111/? [31:08<00:00,  2.20it/s]\nEpoch 0: |          | 4112/? [31:08<00:00,  2.20it/s]\nEpoch 0: |          | 4112/? [31:08<00:00,  2.20it/s]\nEpoch 0: |          | 4113/? [31:08<00:00,  2.20it/s]\nEpoch 0: |          | 4113/? [31:08<00:00,  2.20it/s]\nEpoch 0: |          | 4114/? [31:09<00:00,  2.20it/s]\nEpoch 0: |          | 4114/? [31:09<00:00,  2.20it/s]\nEpoch 0: |          | 4115/? [31:09<00:00,  2.20it/s]\nEpoch 0: |          | 4115/? [31:09<00:00,  2.20it/s]\nEpoch 0: |          | 4116/? [31:10<00:00,  2.20it/s]\nEpoch 0: |          | 4116/? [31:10<00:00,  2.20it/s]\nEpoch 0: |          | 4117/? [31:10<00:00,  2.20it/s]\nEpoch 0: |          | 4117/? [31:10<00:00,  2.20it/s]\nEpoch 0: |          | 4118/? [31:10<00:00,  2.20it/s]\nEpoch 0: |          | 4118/? [31:10<00:00,  2.20it/s]\nEpoch 0: |          | 4119/? [31:11<00:00,  2.20it/s]\nEpoch 0: |          | 4119/? [31:11<00:00,  2.20it/s]\nEpoch 0: |          | 4120/? [31:11<00:00,  2.20it/s]\nEpoch 0: |          | 4120/? [31:11<00:00,  2.20it/s]\nEpoch 0: |          | 4121/? [31:12<00:00,  2.20it/s]\nEpoch 0: |          | 4121/? [31:12<00:00,  2.20it/s]\nEpoch 0: |          | 4122/? [31:12<00:00,  2.20it/s]\nEpoch 0: |          | 4122/? [31:12<00:00,  2.20it/s]\nEpoch 0: |          | 4123/? [31:12<00:00,  2.20it/s]\nEpoch 0: |          | 4123/? [31:12<00:00,  2.20it/s]\nEpoch 0: |          | 4124/? [31:13<00:00,  2.20it/s]\nEpoch 0: |          | 4124/? [31:13<00:00,  2.20it/s]\nEpoch 0: |          | 4125/? [31:13<00:00,  2.20it/s]\nEpoch 0: |          | 4125/? [31:13<00:00,  2.20it/s]\nEpoch 0: |          | 4126/? [31:13<00:00,  2.20it/s]\nEpoch 0: |          | 4126/? [31:13<00:00,  2.20it/s]\nEpoch 0: |          | 4127/? [31:14<00:00,  2.20it/s]\nEpoch 0: |          | 4127/? [31:14<00:00,  2.20it/s]\nEpoch 0: |          | 4128/? [31:14<00:00,  2.20it/s]\nEpoch 0: |          | 4128/? [31:14<00:00,  2.20it/s]\nEpoch 0: |          | 4129/? [31:15<00:00,  2.20it/s]\nEpoch 0: |          | 4129/? [31:15<00:00,  2.20it/s]\nEpoch 0: |          | 4130/? [31:15<00:00,  2.20it/s]\nEpoch 0: |          | 4130/? [31:15<00:00,  2.20it/s]\nEpoch 0: |          | 4131/? [31:15<00:00,  2.20it/s]\nEpoch 0: |          | 4131/? [31:15<00:00,  2.20it/s]\nEpoch 0: |          | 4132/? [31:16<00:00,  2.20it/s]\nEpoch 0: |          | 4132/? [31:16<00:00,  2.20it/s]\nEpoch 0: |          | 4133/? [31:16<00:00,  2.20it/s]\nEpoch 0: |          | 4133/? [31:16<00:00,  2.20it/s]\nEpoch 0: |          | 4134/? [31:17<00:00,  2.20it/s]\nEpoch 0: |          | 4134/? [31:17<00:00,  2.20it/s]\nEpoch 0: |          | 4135/? [31:17<00:00,  2.20it/s]\nEpoch 0: |          | 4135/? [31:17<00:00,  2.20it/s]\nEpoch 0: |          | 4136/? [31:17<00:00,  2.20it/s]\nEpoch 0: |          | 4136/? [31:17<00:00,  2.20it/s]\nEpoch 0: |          | 4137/? [31:18<00:00,  2.20it/s]\nEpoch 0: |          | 4137/? [31:18<00:00,  2.20it/s]\nEpoch 0: |          | 4138/? [31:18<00:00,  2.20it/s]\nEpoch 0: |          | 4138/? [31:18<00:00,  2.20it/s]\nEpoch 0: |          | 4139/? [31:19<00:00,  2.20it/s]\nEpoch 0: |          | 4139/? [31:19<00:00,  2.20it/s]\nEpoch 0: |          | 4140/? [31:19<00:00,  2.20it/s]\nEpoch 0: |          | 4140/? [31:19<00:00,  2.20it/s]\nEpoch 0: |          | 4141/? [31:19<00:00,  2.20it/s]\nEpoch 0: |          | 4141/? [31:19<00:00,  2.20it/s]\nEpoch 0: |          | 4142/? [31:20<00:00,  2.20it/s]\nEpoch 0: |          | 4142/? [31:20<00:00,  2.20it/s]\nEpoch 0: |          | 4143/? [31:20<00:00,  2.20it/s]\nEpoch 0: |          | 4143/? [31:20<00:00,  2.20it/s]\nEpoch 0: |          | 4144/? [31:20<00:00,  2.20it/s]\nEpoch 0: |          | 4144/? [31:20<00:00,  2.20it/s]\nEpoch 0: |          | 4145/? [31:21<00:00,  2.20it/s]\nEpoch 0: |          | 4145/? [31:21<00:00,  2.20it/s]\nEpoch 0: |          | 4146/? [31:21<00:00,  2.20it/s]\nEpoch 0: |          | 4146/? [31:21<00:00,  2.20it/s]\nEpoch 0: |          | 4147/? [31:22<00:00,  2.20it/s]\nEpoch 0: |          | 4147/? [31:22<00:00,  2.20it/s]\nEpoch 0: |          | 4148/? [31:22<00:00,  2.20it/s]\nEpoch 0: |          | 4148/? [31:22<00:00,  2.20it/s]\nEpoch 0: |          | 4149/? [31:22<00:00,  2.20it/s]\nEpoch 0: |          | 4149/? [31:22<00:00,  2.20it/s]\nEpoch 0: |          | 4150/? [31:23<00:00,  2.20it/s]\nEpoch 0: |          | 4150/? [31:23<00:00,  2.20it/s]\nEpoch 0: |          | 4151/? [31:23<00:00,  2.20it/s]\nEpoch 0: |          | 4151/? [31:23<00:00,  2.20it/s]\nEpoch 0: |          | 4152/? [31:24<00:00,  2.20it/s]\nEpoch 0: |          | 4152/? [31:24<00:00,  2.20it/s]\nEpoch 0: |          | 4153/? [31:24<00:00,  2.20it/s]\nEpoch 0: |          | 4153/? [31:24<00:00,  2.20it/s]\nEpoch 0: |          | 4154/? [31:24<00:00,  2.20it/s]\nEpoch 0: |          | 4154/? [31:24<00:00,  2.20it/s]\nEpoch 0: |          | 4155/? [31:25<00:00,  2.20it/s]\nEpoch 0: |          | 4155/? [31:25<00:00,  2.20it/s]\nEpoch 0: |          | 4156/? [31:25<00:00,  2.20it/s]\nEpoch 0: |          | 4156/? [31:25<00:00,  2.20it/s]\nEpoch 0: |          | 4157/? [31:25<00:00,  2.20it/s]\nEpoch 0: |          | 4157/? [31:25<00:00,  2.20it/s]\nEpoch 0: |          | 4158/? [31:26<00:00,  2.20it/s]\nEpoch 0: |          | 4158/? [31:26<00:00,  2.20it/s]\nEpoch 0: |          | 4159/? [31:26<00:00,  2.20it/s]\nEpoch 0: |          | 4159/? [31:26<00:00,  2.20it/s]\nEpoch 0: |          | 4160/? [31:27<00:00,  2.20it/s]\nEpoch 0: |          | 4160/? [31:27<00:00,  2.20it/s]\nEpoch 0: |          | 4161/? [31:27<00:00,  2.20it/s]\nEpoch 0: |          | 4161/? [31:27<00:00,  2.20it/s]\nEpoch 0: |          | 4162/? [31:27<00:00,  2.20it/s]\nEpoch 0: |          | 4162/? [31:27<00:00,  2.20it/s]\nEpoch 0: |          | 4163/? [31:28<00:00,  2.20it/s]\nEpoch 0: |          | 4163/? [31:28<00:00,  2.20it/s]\nEpoch 0: |          | 4164/? [31:28<00:00,  2.20it/s]\nEpoch 0: |          | 4164/? [31:28<00:00,  2.20it/s]\nEpoch 0: |          | 4165/? [31:29<00:00,  2.20it/s]\nEpoch 0: |          | 4165/? [31:29<00:00,  2.20it/s]\nEpoch 0: |          | 4166/? [31:29<00:00,  2.20it/s]\nEpoch 0: |          | 4166/? [31:29<00:00,  2.20it/s]\nEpoch 0: |          | 4167/? [31:29<00:00,  2.20it/s]\nEpoch 0: |          | 4167/? [31:29<00:00,  2.20it/s]\nEpoch 0: |          | 4168/? [31:30<00:00,  2.20it/s]\nEpoch 0: |          | 4168/? [31:30<00:00,  2.20it/s]\nEpoch 0: |          | 4169/? [31:30<00:00,  2.21it/s]\nEpoch 0: |          | 4169/? [31:30<00:00,  2.21it/s]\nEpoch 0: |          | 4170/? [31:31<00:00,  2.21it/s]\nEpoch 0: |          | 4170/? [31:31<00:00,  2.21it/s]\nEpoch 0: |          | 4171/? [31:31<00:00,  2.21it/s]\nEpoch 0: |          | 4171/? [31:31<00:00,  2.21it/s]\nEpoch 0: |          | 4172/? [31:31<00:00,  2.21it/s]\nEpoch 0: |          | 4172/? [31:31<00:00,  2.21it/s]\nEpoch 0: |          | 4173/? [31:32<00:00,  2.21it/s]\nEpoch 0: |          | 4173/? [31:32<00:00,  2.21it/s]\nEpoch 0: |          | 4174/? [31:32<00:00,  2.21it/s]\nEpoch 0: |          | 4174/? [31:32<00:00,  2.21it/s]\nEpoch 0: |          | 4175/? [31:33<00:00,  2.21it/s]\nEpoch 0: |          | 4175/? [31:33<00:00,  2.21it/s]\nEpoch 0: |          | 4176/? [31:33<00:00,  2.21it/s]\nEpoch 0: |          | 4176/? [31:33<00:00,  2.21it/s]\nEpoch 0: |          | 4177/? [31:33<00:00,  2.21it/s]\nEpoch 0: |          | 4177/? [31:33<00:00,  2.21it/s]\nEpoch 0: |          | 4178/? [31:34<00:00,  2.21it/s]\nEpoch 0: |          | 4178/? [31:34<00:00,  2.21it/s]\nEpoch 0: |          | 4179/? [31:34<00:00,  2.21it/s]\nEpoch 0: |          | 4179/? [31:34<00:00,  2.21it/s]\nEpoch 0: |          | 4180/? [31:34<00:00,  2.21it/s]\nEpoch 0: |          | 4180/? [31:34<00:00,  2.21it/s]\nEpoch 0: |          | 4181/? [31:35<00:00,  2.21it/s]\nEpoch 0: |          | 4181/? [31:35<00:00,  2.21it/s]\nEpoch 0: |          | 4182/? [31:35<00:00,  2.21it/s]\nEpoch 0: |          | 4182/? [31:35<00:00,  2.21it/s]\nEpoch 0: |          | 4183/? [31:36<00:00,  2.21it/s]\nEpoch 0: |          | 4183/? [31:36<00:00,  2.21it/s]\nEpoch 0: |          | 4184/? [31:36<00:00,  2.21it/s]\nEpoch 0: |          | 4184/? [31:36<00:00,  2.21it/s]\nEpoch 0: |          | 4185/? [31:36<00:00,  2.21it/s]\nEpoch 0: |          | 4185/? [31:36<00:00,  2.21it/s]\nEpoch 0: |          | 4186/? [31:37<00:00,  2.21it/s]\nEpoch 0: |          | 4186/? [31:37<00:00,  2.21it/s]\nEpoch 0: |          | 4187/? [31:37<00:00,  2.21it/s]\nEpoch 0: |          | 4187/? [31:37<00:00,  2.21it/s]\nEpoch 0: |          | 4188/? [31:38<00:00,  2.21it/s]\nEpoch 0: |          | 4188/? [31:38<00:00,  2.21it/s]\nEpoch 0: |          | 4189/? [31:38<00:00,  2.21it/s]\nEpoch 0: |          | 4189/? [31:38<00:00,  2.21it/s]\nEpoch 0: |          | 4190/? [31:38<00:00,  2.21it/s]\nEpoch 0: |          | 4190/? [31:38<00:00,  2.21it/s]\nEpoch 0: |          | 4191/? [31:39<00:00,  2.21it/s]\nEpoch 0: |          | 4191/? [31:39<00:00,  2.21it/s]\nEpoch 0: |          | 4192/? [31:39<00:00,  2.21it/s]\nEpoch 0: |          | 4192/? [31:39<00:00,  2.21it/s]\nEpoch 0: |          | 4193/? [31:39<00:00,  2.21it/s]\nEpoch 0: |          | 4193/? [31:39<00:00,  2.21it/s]\nEpoch 0: |          | 4194/? [31:40<00:00,  2.21it/s]\nEpoch 0: |          | 4194/? [31:40<00:00,  2.21it/s]\nEpoch 0: |          | 4195/? [31:40<00:00,  2.21it/s]\nEpoch 0: |          | 4195/? [31:40<00:00,  2.21it/s]\nEpoch 0: |          | 4196/? [31:41<00:00,  2.21it/s]\nEpoch 0: |          | 4196/? [31:41<00:00,  2.21it/s]\nEpoch 0: |          | 4197/? [31:41<00:00,  2.21it/s]\nEpoch 0: |          | 4197/? [31:41<00:00,  2.21it/s]\nEpoch 0: |          | 4198/? [31:41<00:00,  2.21it/s]\nEpoch 0: |          | 4198/? [31:41<00:00,  2.21it/s]\nEpoch 0: |          | 4199/? [31:42<00:00,  2.21it/s]\nEpoch 0: |          | 4199/? [31:42<00:00,  2.21it/s]\nEpoch 0: |          | 4200/? [31:42<00:00,  2.21it/s]\nEpoch 0: |          | 4200/? [31:42<00:00,  2.21it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  6.73it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  6.68it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  6.75it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.94it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 4200/? [31:43<00:00,  2.21it/s]\nEpoch 0: |          | 4201/? [31:43<00:00,  2.21it/s]\nEpoch 0: |          | 4201/? [31:43<00:00,  2.21it/s]\nEpoch 0: |          | 4202/? [31:44<00:00,  2.21it/s]\nEpoch 0: |          | 4202/? [31:44<00:00,  2.21it/s]\nEpoch 0: |          | 4203/? [31:44<00:00,  2.21it/s]\nEpoch 0: |          | 4203/? [31:44<00:00,  2.21it/s]\nEpoch 0: |          | 4204/? [31:44<00:00,  2.21it/s]\nEpoch 0: |          | 4204/? [31:44<00:00,  2.21it/s]\nEpoch 0: |          | 4205/? [31:45<00:00,  2.21it/s]\nEpoch 0: |          | 4205/? [31:45<00:00,  2.21it/s]\nEpoch 0: |          | 4206/? [31:45<00:00,  2.21it/s]\nEpoch 0: |          | 4206/? [31:45<00:00,  2.21it/s]\nEpoch 0: |          | 4207/? [31:46<00:00,  2.21it/s]\nEpoch 0: |          | 4207/? [31:46<00:00,  2.21it/s]\nEpoch 0: |          | 4208/? [31:46<00:00,  2.21it/s]\nEpoch 0: |          | 4208/? [31:46<00:00,  2.21it/s]\nEpoch 0: |          | 4209/? [31:46<00:00,  2.21it/s]\nEpoch 0: |          | 4209/? [31:46<00:00,  2.21it/s]\nEpoch 0: |          | 4210/? [31:47<00:00,  2.21it/s]\nEpoch 0: |          | 4210/? [31:47<00:00,  2.21it/s]\nEpoch 0: |          | 4211/? [31:47<00:00,  2.21it/s]\nEpoch 0: |          | 4211/? [31:47<00:00,  2.21it/s]\nEpoch 0: |          | 4212/? [31:48<00:00,  2.21it/s]\nEpoch 0: |          | 4212/? [31:48<00:00,  2.21it/s]\nEpoch 0: |          | 4213/? [31:48<00:00,  2.21it/s]\nEpoch 0: |          | 4213/? [31:48<00:00,  2.21it/s]\nEpoch 0: |          | 4214/? [31:48<00:00,  2.21it/s]\nEpoch 0: |          | 4214/? [31:48<00:00,  2.21it/s]\nEpoch 0: |          | 4215/? [31:49<00:00,  2.21it/s]\nEpoch 0: |          | 4215/? [31:49<00:00,  2.21it/s]\nEpoch 0: |          | 4216/? [31:49<00:00,  2.21it/s]\nEpoch 0: |          | 4216/? [31:49<00:00,  2.21it/s]\nEpoch 0: |          | 4217/? [31:49<00:00,  2.21it/s]\nEpoch 0: |          | 4217/? [31:49<00:00,  2.21it/s]\nEpoch 0: |          | 4218/? [31:50<00:00,  2.21it/s]\nEpoch 0: |          | 4218/? [31:50<00:00,  2.21it/s]\nEpoch 0: |          | 4219/? [31:50<00:00,  2.21it/s]\nEpoch 0: |          | 4219/? [31:50<00:00,  2.21it/s]\nEpoch 0: |          | 4220/? [31:51<00:00,  2.21it/s]\nEpoch 0: |          | 4220/? [31:51<00:00,  2.21it/s]\nEpoch 0: |          | 4221/? [31:51<00:00,  2.21it/s]\nEpoch 0: |          | 4221/? [31:51<00:00,  2.21it/s]\nEpoch 0: |          | 4222/? [31:51<00:00,  2.21it/s]\nEpoch 0: |          | 4222/? [31:51<00:00,  2.21it/s]\nEpoch 0: |          | 4223/? [31:52<00:00,  2.21it/s]\nEpoch 0: |          | 4223/? [31:52<00:00,  2.21it/s]\nEpoch 0: |          | 4224/? [31:52<00:00,  2.21it/s]\nEpoch 0: |          | 4224/? [31:52<00:00,  2.21it/s]\nEpoch 0: |          | 4225/? [31:53<00:00,  2.21it/s]\nEpoch 0: |          | 4225/? [31:53<00:00,  2.21it/s]\nEpoch 0: |          | 4226/? [31:53<00:00,  2.21it/s]\nEpoch 0: |          | 4226/? [31:53<00:00,  2.21it/s]\nEpoch 0: |          | 4227/? [31:53<00:00,  2.21it/s]\nEpoch 0: |          | 4227/? [31:53<00:00,  2.21it/s]\nEpoch 0: |          | 4228/? [31:54<00:00,  2.21it/s]\nEpoch 0: |          | 4228/? [31:54<00:00,  2.21it/s]\nEpoch 0: |          | 4229/? [31:54<00:00,  2.21it/s]\nEpoch 0: |          | 4229/? [31:54<00:00,  2.21it/s]\nEpoch 0: |          | 4230/? [31:55<00:00,  2.21it/s]\nEpoch 0: |          | 4230/? [31:55<00:00,  2.21it/s]\nEpoch 0: |          | 4231/? [31:55<00:00,  2.21it/s]\nEpoch 0: |          | 4231/? [31:55<00:00,  2.21it/s]\nEpoch 0: |          | 4232/? [31:55<00:00,  2.21it/s]\nEpoch 0: |          | 4232/? [31:55<00:00,  2.21it/s]\nEpoch 0: |          | 4233/? [31:56<00:00,  2.21it/s]\nEpoch 0: |          | 4233/? [31:56<00:00,  2.21it/s]\nEpoch 0: |          | 4234/? [31:56<00:00,  2.21it/s]\nEpoch 0: |          | 4234/? [31:56<00:00,  2.21it/s]\nEpoch 0: |          | 4235/? [31:56<00:00,  2.21it/s]\nEpoch 0: |          | 4235/? [31:56<00:00,  2.21it/s]\nEpoch 0: |          | 4236/? [31:57<00:00,  2.21it/s]\nEpoch 0: |          | 4236/? [31:57<00:00,  2.21it/s]\nEpoch 0: |          | 4237/? [31:57<00:00,  2.21it/s]\nEpoch 0: |          | 4237/? [31:57<00:00,  2.21it/s]\nEpoch 0: |          | 4238/? [31:58<00:00,  2.21it/s]\nEpoch 0: |          | 4238/? [31:58<00:00,  2.21it/s]\nEpoch 0: |          | 4239/? [31:58<00:00,  2.21it/s]\nEpoch 0: |          | 4239/? [31:58<00:00,  2.21it/s]\nEpoch 0: |          | 4240/? [31:58<00:00,  2.21it/s]\nEpoch 0: |          | 4240/? [31:58<00:00,  2.21it/s]\nEpoch 0: |          | 4241/? [31:59<00:00,  2.21it/s]\nEpoch 0: |          | 4241/? [31:59<00:00,  2.21it/s]\nEpoch 0: |          | 4242/? [31:59<00:00,  2.21it/s]\nEpoch 0: |          | 4242/? [31:59<00:00,  2.21it/s]\nEpoch 0: |          | 4243/? [32:00<00:00,  2.21it/s]\nEpoch 0: |          | 4243/? [32:00<00:00,  2.21it/s]\nEpoch 0: |          | 4244/? [32:00<00:00,  2.21it/s]\nEpoch 0: |          | 4244/? [32:00<00:00,  2.21it/s]\nEpoch 0: |          | 4245/? [32:00<00:00,  2.21it/s]\nEpoch 0: |          | 4245/? [32:00<00:00,  2.21it/s]\nEpoch 0: |          | 4246/? [32:01<00:00,  2.21it/s]\nEpoch 0: |          | 4246/? [32:01<00:00,  2.21it/s]\nEpoch 0: |          | 4247/? [32:01<00:00,  2.21it/s]\nEpoch 0: |          | 4247/? [32:01<00:00,  2.21it/s]\nEpoch 0: |          | 4248/? [32:01<00:00,  2.21it/s]\nEpoch 0: |          | 4248/? [32:01<00:00,  2.21it/s]\nEpoch 0: |          | 4249/? [32:02<00:00,  2.21it/s]\nEpoch 0: |          | 4249/? [32:02<00:00,  2.21it/s]\nEpoch 0: |          | 4250/? [32:02<00:00,  2.21it/s]\nEpoch 0: |          | 4250/? [32:02<00:00,  2.21it/s]\nEpoch 0: |          | 4251/? [32:03<00:00,  2.21it/s]\nEpoch 0: |          | 4251/? [32:03<00:00,  2.21it/s]\nEpoch 0: |          | 4252/? [32:03<00:00,  2.21it/s]\nEpoch 0: |          | 4252/? [32:03<00:00,  2.21it/s]\nEpoch 0: |          | 4253/? [32:03<00:00,  2.21it/s]\nEpoch 0: |          | 4253/? [32:03<00:00,  2.21it/s]\nEpoch 0: |          | 4254/? [32:04<00:00,  2.21it/s]\nEpoch 0: |          | 4254/? [32:04<00:00,  2.21it/s]\nEpoch 0: |          | 4255/? [32:04<00:00,  2.21it/s]\nEpoch 0: |          | 4255/? [32:04<00:00,  2.21it/s]\nEpoch 0: |          | 4256/? [32:05<00:00,  2.21it/s]\nEpoch 0: |          | 4256/? [32:05<00:00,  2.21it/s]\nEpoch 0: |          | 4257/? [32:05<00:00,  2.21it/s]\nEpoch 0: |          | 4257/? [32:05<00:00,  2.21it/s]\nEpoch 0: |          | 4258/? [32:05<00:00,  2.21it/s]\nEpoch 0: |          | 4258/? [32:05<00:00,  2.21it/s]\nEpoch 0: |          | 4259/? [32:06<00:00,  2.21it/s]\nEpoch 0: |          | 4259/? [32:06<00:00,  2.21it/s]\nEpoch 0: |          | 4260/? [32:06<00:00,  2.21it/s]\nEpoch 0: |          | 4260/? [32:06<00:00,  2.21it/s]\nEpoch 0: |          | 4261/? [32:06<00:00,  2.21it/s]\nEpoch 0: |          | 4261/? [32:06<00:00,  2.21it/s]\nEpoch 0: |          | 4262/? [32:07<00:00,  2.21it/s]\nEpoch 0: |          | 4262/? [32:07<00:00,  2.21it/s]\nEpoch 0: |          | 4263/? [32:07<00:00,  2.21it/s]\nEpoch 0: |          | 4263/? [32:07<00:00,  2.21it/s]\nEpoch 0: |          | 4264/? [32:08<00:00,  2.21it/s]\nEpoch 0: |          | 4264/? [32:08<00:00,  2.21it/s]\nEpoch 0: |          | 4265/? [32:08<00:00,  2.21it/s]\nEpoch 0: |          | 4265/? [32:08<00:00,  2.21it/s]\nEpoch 0: |          | 4266/? [32:08<00:00,  2.21it/s]\nEpoch 0: |          | 4266/? [32:08<00:00,  2.21it/s]\nEpoch 0: |          | 4267/? [32:09<00:00,  2.21it/s]\nEpoch 0: |          | 4267/? [32:09<00:00,  2.21it/s]\nEpoch 0: |          | 4268/? [32:09<00:00,  2.21it/s]\nEpoch 0: |          | 4268/? [32:09<00:00,  2.21it/s]\nEpoch 0: |          | 4269/? [32:10<00:00,  2.21it/s]\nEpoch 0: |          | 4269/? [32:10<00:00,  2.21it/s]\nEpoch 0: |          | 4270/? [32:10<00:00,  2.21it/s]\nEpoch 0: |          | 4270/? [32:10<00:00,  2.21it/s]\nEpoch 0: |          | 4271/? [32:10<00:00,  2.21it/s]\nEpoch 0: |          | 4271/? [32:10<00:00,  2.21it/s]\nEpoch 0: |          | 4272/? [32:11<00:00,  2.21it/s]\nEpoch 0: |          | 4272/? [32:11<00:00,  2.21it/s]\nEpoch 0: |          | 4273/? [32:11<00:00,  2.21it/s]\nEpoch 0: |          | 4273/? [32:11<00:00,  2.21it/s]\nEpoch 0: |          | 4274/? [32:11<00:00,  2.21it/s]\nEpoch 0: |          | 4274/? [32:11<00:00,  2.21it/s]\nEpoch 0: |          | 4275/? [32:12<00:00,  2.21it/s]\nEpoch 0: |          | 4275/? [32:12<00:00,  2.21it/s]\nEpoch 0: |          | 4276/? [32:12<00:00,  2.21it/s]\nEpoch 0: |          | 4276/? [32:12<00:00,  2.21it/s]\nEpoch 0: |          | 4277/? [32:13<00:00,  2.21it/s]\nEpoch 0: |          | 4277/? [32:13<00:00,  2.21it/s]\nEpoch 0: |          | 4278/? [32:13<00:00,  2.21it/s]\nEpoch 0: |          | 4278/? [32:13<00:00,  2.21it/s]\nEpoch 0: |          | 4279/? [32:13<00:00,  2.21it/s]\nEpoch 0: |          | 4279/? [32:13<00:00,  2.21it/s]\nEpoch 0: |          | 4280/? [32:14<00:00,  2.21it/s]\nEpoch 0: |          | 4280/? [32:14<00:00,  2.21it/s]\nEpoch 0: |          | 4281/? [32:14<00:00,  2.21it/s]\nEpoch 0: |          | 4281/? [32:14<00:00,  2.21it/s]\nEpoch 0: |          | 4282/? [32:15<00:00,  2.21it/s]\nEpoch 0: |          | 4282/? [32:15<00:00,  2.21it/s]\nEpoch 0: |          | 4283/? [32:15<00:00,  2.21it/s]\nEpoch 0: |          | 4283/? [32:15<00:00,  2.21it/s]\nEpoch 0: |          | 4284/? [32:15<00:00,  2.21it/s]\nEpoch 0: |          | 4284/? [32:15<00:00,  2.21it/s]\nEpoch 0: |          | 4285/? [32:16<00:00,  2.21it/s]\nEpoch 0: |          | 4285/? [32:16<00:00,  2.21it/s]\nEpoch 0: |          | 4286/? [32:16<00:00,  2.21it/s]\nEpoch 0: |          | 4286/? [32:16<00:00,  2.21it/s]\nEpoch 0: |          | 4287/? [32:16<00:00,  2.21it/s]\nEpoch 0: |          | 4287/? [32:16<00:00,  2.21it/s]\nEpoch 0: |          | 4288/? [32:17<00:00,  2.21it/s]\nEpoch 0: |          | 4288/? [32:17<00:00,  2.21it/s]\nEpoch 0: |          | 4289/? [32:17<00:00,  2.21it/s]\nEpoch 0: |          | 4289/? [32:17<00:00,  2.21it/s]\nEpoch 0: |          | 4290/? [32:18<00:00,  2.21it/s]\nEpoch 0: |          | 4290/? [32:18<00:00,  2.21it/s]\nEpoch 0: |          | 4291/? [32:18<00:00,  2.21it/s]\nEpoch 0: |          | 4291/? [32:18<00:00,  2.21it/s]\nEpoch 0: |          | 4292/? [32:18<00:00,  2.21it/s]\nEpoch 0: |          | 4292/? [32:18<00:00,  2.21it/s]\nEpoch 0: |          | 4293/? [32:19<00:00,  2.21it/s]\nEpoch 0: |          | 4293/? [32:19<00:00,  2.21it/s]\nEpoch 0: |          | 4294/? [32:19<00:00,  2.21it/s]\nEpoch 0: |          | 4294/? [32:19<00:00,  2.21it/s]\nEpoch 0: |          | 4295/? [32:20<00:00,  2.21it/s]\nEpoch 0: |          | 4295/? [32:20<00:00,  2.21it/s]\nEpoch 0: |          | 4296/? [32:20<00:00,  2.21it/s]\nEpoch 0: |          | 4296/? [32:20<00:00,  2.21it/s]\nEpoch 0: |          | 4297/? [32:20<00:00,  2.21it/s]\nEpoch 0: |          | 4297/? [32:20<00:00,  2.21it/s]\nEpoch 0: |          | 4298/? [32:21<00:00,  2.21it/s]\nEpoch 0: |          | 4298/? [32:21<00:00,  2.21it/s]\nEpoch 0: |          | 4299/? [32:21<00:00,  2.21it/s]\nEpoch 0: |          | 4299/? [32:21<00:00,  2.21it/s]\nEpoch 0: |          | 4300/? [32:21<00:00,  2.21it/s]\nEpoch 0: |          | 4300/? [32:21<00:00,  2.21it/s]\nEpoch 0: |          | 4301/? [32:22<00:00,  2.21it/s]\nEpoch 0: |          | 4301/? [32:22<00:00,  2.21it/s]\nEpoch 0: |          | 4302/? [32:22<00:00,  2.21it/s]\nEpoch 0: |          | 4302/? [32:22<00:00,  2.21it/s]\nEpoch 0: |          | 4303/? [32:23<00:00,  2.21it/s]\nEpoch 0: |          | 4303/? [32:23<00:00,  2.21it/s]\nEpoch 0: |          | 4304/? [32:23<00:00,  2.21it/s]\nEpoch 0: |          | 4304/? [32:23<00:00,  2.21it/s]\nEpoch 0: |          | 4305/? [32:23<00:00,  2.21it/s]\nEpoch 0: |          | 4305/? [32:23<00:00,  2.21it/s]\nEpoch 0: |          | 4306/? [32:24<00:00,  2.21it/s]\nEpoch 0: |          | 4306/? [32:24<00:00,  2.21it/s]\nEpoch 0: |          | 4307/? [32:24<00:00,  2.21it/s]\nEpoch 0: |          | 4307/? [32:24<00:00,  2.21it/s]\nEpoch 0: |          | 4308/? [32:24<00:00,  2.21it/s]\nEpoch 0: |          | 4308/? [32:24<00:00,  2.21it/s]\nEpoch 0: |          | 4309/? [32:25<00:00,  2.22it/s]\nEpoch 0: |          | 4309/? [32:25<00:00,  2.22it/s]\nEpoch 0: |          | 4310/? [32:25<00:00,  2.22it/s]\nEpoch 0: |          | 4310/? [32:25<00:00,  2.22it/s]\nEpoch 0: |          | 4311/? [32:26<00:00,  2.22it/s]\nEpoch 0: |          | 4311/? [32:26<00:00,  2.22it/s]\nEpoch 0: |          | 4312/? [32:26<00:00,  2.22it/s]\nEpoch 0: |          | 4312/? [32:26<00:00,  2.22it/s]\nEpoch 0: |          | 4313/? [32:26<00:00,  2.22it/s]\nEpoch 0: |          | 4313/? [32:26<00:00,  2.22it/s]\nEpoch 0: |          | 4314/? [32:27<00:00,  2.22it/s]\nEpoch 0: |          | 4314/? [32:27<00:00,  2.22it/s]\nEpoch 0: |          | 4315/? [32:27<00:00,  2.22it/s]\nEpoch 0: |          | 4315/? [32:27<00:00,  2.22it/s]\nEpoch 0: |          | 4316/? [32:28<00:00,  2.22it/s]\nEpoch 0: |          | 4316/? [32:28<00:00,  2.22it/s]\nEpoch 0: |          | 4317/? [32:28<00:00,  2.22it/s]\nEpoch 0: |          | 4317/? [32:28<00:00,  2.22it/s]\nEpoch 0: |          | 4318/? [32:28<00:00,  2.22it/s]\nEpoch 0: |          | 4318/? [32:28<00:00,  2.22it/s]\nEpoch 0: |          | 4319/? [32:29<00:00,  2.22it/s]\nEpoch 0: |          | 4319/? [32:29<00:00,  2.22it/s]\nEpoch 0: |          | 4320/? [32:29<00:00,  2.22it/s]\nEpoch 0: |          | 4320/? [32:29<00:00,  2.22it/s]\nEpoch 0: |          | 4321/? [32:30<00:00,  2.22it/s]\nEpoch 0: |          | 4321/? [32:30<00:00,  2.22it/s]\nEpoch 0: |          | 4322/? [32:30<00:00,  2.22it/s]\nEpoch 0: |          | 4322/? [32:30<00:00,  2.22it/s]\nEpoch 0: |          | 4323/? [32:30<00:00,  2.22it/s]\nEpoch 0: |          | 4323/? [32:30<00:00,  2.22it/s]\nEpoch 0: |          | 4324/? [32:31<00:00,  2.22it/s]\nEpoch 0: |          | 4324/? [32:31<00:00,  2.22it/s]\nEpoch 0: |          | 4325/? [32:31<00:00,  2.22it/s]\nEpoch 0: |          | 4325/? [32:31<00:00,  2.22it/s]\nEpoch 0: |          | 4326/? [32:31<00:00,  2.22it/s]\nEpoch 0: |          | 4326/? [32:31<00:00,  2.22it/s]\nEpoch 0: |          | 4327/? [32:32<00:00,  2.22it/s]\nEpoch 0: |          | 4327/? [32:32<00:00,  2.22it/s]\nEpoch 0: |          | 4328/? [32:32<00:00,  2.22it/s]\nEpoch 0: |          | 4328/? [32:32<00:00,  2.22it/s]\nEpoch 0: |          | 4329/? [32:33<00:00,  2.22it/s]\nEpoch 0: |          | 4329/? [32:33<00:00,  2.22it/s]\nEpoch 0: |          | 4330/? [32:33<00:00,  2.22it/s]\nEpoch 0: |          | 4330/? [32:33<00:00,  2.22it/s]\nEpoch 0: |          | 4331/? [32:33<00:00,  2.22it/s]\nEpoch 0: |          | 4331/? [32:33<00:00,  2.22it/s]\nEpoch 0: |          | 4332/? [32:34<00:00,  2.22it/s]\nEpoch 0: |          | 4332/? [32:34<00:00,  2.22it/s]\nEpoch 0: |          | 4333/? [32:34<00:00,  2.22it/s]\nEpoch 0: |          | 4333/? [32:34<00:00,  2.22it/s]\nEpoch 0: |          | 4334/? [32:35<00:00,  2.22it/s]\nEpoch 0: |          | 4334/? [32:35<00:00,  2.22it/s]\nEpoch 0: |          | 4335/? [32:35<00:00,  2.22it/s]\nEpoch 0: |          | 4335/? [32:35<00:00,  2.22it/s]\nEpoch 0: |          | 4336/? [32:35<00:00,  2.22it/s]\nEpoch 0: |          | 4336/? [32:35<00:00,  2.22it/s]\nEpoch 0: |          | 4337/? [32:36<00:00,  2.22it/s]\nEpoch 0: |          | 4337/? [32:36<00:00,  2.22it/s]\nEpoch 0: |          | 4338/? [32:36<00:00,  2.22it/s]\nEpoch 0: |          | 4338/? [32:36<00:00,  2.22it/s]\nEpoch 0: |          | 4339/? [32:36<00:00,  2.22it/s]\nEpoch 0: |          | 4339/? [32:36<00:00,  2.22it/s]\nEpoch 0: |          | 4340/? [32:37<00:00,  2.22it/s]\nEpoch 0: |          | 4340/? [32:37<00:00,  2.22it/s]\nEpoch 0: |          | 4341/? [32:37<00:00,  2.22it/s]\nEpoch 0: |          | 4341/? [32:37<00:00,  2.22it/s]\nEpoch 0: |          | 4342/? [32:38<00:00,  2.22it/s]\nEpoch 0: |          | 4342/? [32:38<00:00,  2.22it/s]\nEpoch 0: |          | 4343/? [32:38<00:00,  2.22it/s]\nEpoch 0: |          | 4343/? [32:38<00:00,  2.22it/s]\nEpoch 0: |          | 4344/? [32:38<00:00,  2.22it/s]\nEpoch 0: |          | 4344/? [32:38<00:00,  2.22it/s]\nEpoch 0: |          | 4345/? [32:39<00:00,  2.22it/s]\nEpoch 0: |          | 4345/? [32:39<00:00,  2.22it/s]\nEpoch 0: |          | 4346/? [32:39<00:00,  2.22it/s]\nEpoch 0: |          | 4346/? [32:39<00:00,  2.22it/s]\nEpoch 0: |          | 4347/? [32:40<00:00,  2.22it/s]\nEpoch 0: |          | 4347/? [32:40<00:00,  2.22it/s]\nEpoch 0: |          | 4348/? [32:40<00:00,  2.22it/s]\nEpoch 0: |          | 4348/? [32:40<00:00,  2.22it/s]\nEpoch 0: |          | 4349/? [32:40<00:00,  2.22it/s]\nEpoch 0: |          | 4349/? [32:40<00:00,  2.22it/s]\nEpoch 0: |          | 4350/? [32:41<00:00,  2.22it/s]\nEpoch 0: |          | 4350/? [32:41<00:00,  2.22it/s]\nEpoch 0: |          | 4351/? [32:41<00:00,  2.22it/s]\nEpoch 0: |          | 4351/? [32:41<00:00,  2.22it/s]\nEpoch 0: |          | 4352/? [32:41<00:00,  2.22it/s]\nEpoch 0: |          | 4352/? [32:41<00:00,  2.22it/s]\nEpoch 0: |          | 4353/? [32:42<00:00,  2.22it/s]\nEpoch 0: |          | 4353/? [32:42<00:00,  2.22it/s]\nEpoch 0: |          | 4354/? [32:42<00:00,  2.22it/s]\nEpoch 0: |          | 4354/? [32:42<00:00,  2.22it/s]\nEpoch 0: |          | 4355/? [32:43<00:00,  2.22it/s]\nEpoch 0: |          | 4355/? [32:43<00:00,  2.22it/s]\nEpoch 0: |          | 4356/? [32:43<00:00,  2.22it/s]\nEpoch 0: |          | 4356/? [32:43<00:00,  2.22it/s]\nEpoch 0: |          | 4357/? [32:43<00:00,  2.22it/s]\nEpoch 0: |          | 4357/? [32:43<00:00,  2.22it/s]\nEpoch 0: |          | 4358/? [32:44<00:00,  2.22it/s]\nEpoch 0: |          | 4358/? [32:44<00:00,  2.22it/s]\nEpoch 0: |          | 4359/? [32:44<00:00,  2.22it/s]\nEpoch 0: |          | 4359/? [32:44<00:00,  2.22it/s]\nEpoch 0: |          | 4360/? [32:44<00:00,  2.22it/s]\nEpoch 0: |          | 4360/? [32:44<00:00,  2.22it/s]\nEpoch 0: |          | 4361/? [32:45<00:00,  2.22it/s]\nEpoch 0: |          | 4361/? [32:45<00:00,  2.22it/s]\nEpoch 0: |          | 4362/? [32:45<00:00,  2.22it/s]\nEpoch 0: |          | 4362/? [32:45<00:00,  2.22it/s]\nEpoch 0: |          | 4363/? [32:46<00:00,  2.22it/s]\nEpoch 0: |          | 4363/? [32:46<00:00,  2.22it/s]\nEpoch 0: |          | 4364/? [32:46<00:00,  2.22it/s]\nEpoch 0: |          | 4364/? [32:46<00:00,  2.22it/s]\nEpoch 0: |          | 4365/? [32:46<00:00,  2.22it/s]\nEpoch 0: |          | 4365/? [32:46<00:00,  2.22it/s]\nEpoch 0: |          | 4366/? [32:47<00:00,  2.22it/s]\nEpoch 0: |          | 4366/? [32:47<00:00,  2.22it/s]\nEpoch 0: |          | 4367/? [32:47<00:00,  2.22it/s]\nEpoch 0: |          | 4367/? [32:47<00:00,  2.22it/s]\nEpoch 0: |          | 4368/? [32:48<00:00,  2.22it/s]\nEpoch 0: |          | 4368/? [32:48<00:00,  2.22it/s]\nEpoch 0: |          | 4369/? [32:48<00:00,  2.22it/s]\nEpoch 0: |          | 4369/? [32:48<00:00,  2.22it/s]\nEpoch 0: |          | 4370/? [32:48<00:00,  2.22it/s]\nEpoch 0: |          | 4370/? [32:48<00:00,  2.22it/s]\nEpoch 0: |          | 4371/? [32:49<00:00,  2.22it/s]\nEpoch 0: |          | 4371/? [32:49<00:00,  2.22it/s]\nEpoch 0: |          | 4372/? [32:49<00:00,  2.22it/s]\nEpoch 0: |          | 4372/? [32:49<00:00,  2.22it/s]\nEpoch 0: |          | 4373/? [32:49<00:00,  2.22it/s]\nEpoch 0: |          | 4373/? [32:49<00:00,  2.22it/s]\nEpoch 0: |          | 4374/? [32:50<00:00,  2.22it/s]\nEpoch 0: |          | 4374/? [32:50<00:00,  2.22it/s]\nEpoch 0: |          | 4375/? [32:50<00:00,  2.22it/s]\nEpoch 0: |          | 4375/? [32:50<00:00,  2.22it/s]\nEpoch 0: |          | 4376/? [32:51<00:00,  2.22it/s]\nEpoch 0: |          | 4376/? [32:51<00:00,  2.22it/s]\nEpoch 0: |          | 4377/? [32:51<00:00,  2.22it/s]\nEpoch 0: |          | 4377/? [32:51<00:00,  2.22it/s]\nEpoch 0: |          | 4378/? [32:51<00:00,  2.22it/s]\nEpoch 0: |          | 4378/? [32:51<00:00,  2.22it/s]\nEpoch 0: |          | 4379/? [32:52<00:00,  2.22it/s]\nEpoch 0: |          | 4379/? [32:52<00:00,  2.22it/s]\nEpoch 0: |          | 4380/? [32:52<00:00,  2.22it/s]\nEpoch 0: |          | 4380/? [32:52<00:00,  2.22it/s]\nEpoch 0: |          | 4381/? [32:52<00:00,  2.22it/s]\nEpoch 0: |          | 4381/? [32:52<00:00,  2.22it/s]\nEpoch 0: |          | 4382/? [32:53<00:00,  2.22it/s]\nEpoch 0: |          | 4382/? [32:53<00:00,  2.22it/s]\nEpoch 0: |          | 4383/? [32:53<00:00,  2.22it/s]\nEpoch 0: |          | 4383/? [32:53<00:00,  2.22it/s]\nEpoch 0: |          | 4384/? [32:54<00:00,  2.22it/s]\nEpoch 0: |          | 4384/? [32:54<00:00,  2.22it/s]\nEpoch 0: |          | 4385/? [32:54<00:00,  2.22it/s]\nEpoch 0: |          | 4385/? [32:54<00:00,  2.22it/s]\nEpoch 0: |          | 4386/? [32:54<00:00,  2.22it/s]\nEpoch 0: |          | 4386/? [32:54<00:00,  2.22it/s]\nEpoch 0: |          | 4387/? [32:55<00:00,  2.22it/s]\nEpoch 0: |          | 4387/? [32:55<00:00,  2.22it/s]\nEpoch 0: |          | 4388/? [32:55<00:00,  2.22it/s]\nEpoch 0: |          | 4388/? [32:55<00:00,  2.22it/s]\nEpoch 0: |          | 4389/? [32:56<00:00,  2.22it/s]\nEpoch 0: |          | 4389/? [32:56<00:00,  2.22it/s]\nEpoch 0: |          | 4390/? [32:56<00:00,  2.22it/s]\nEpoch 0: |          | 4390/? [32:56<00:00,  2.22it/s]\nEpoch 0: |          | 4391/? [32:56<00:00,  2.22it/s]\nEpoch 0: |          | 4391/? [32:56<00:00,  2.22it/s]\nEpoch 0: |          | 4392/? [32:57<00:00,  2.22it/s]\nEpoch 0: |          | 4392/? [32:57<00:00,  2.22it/s]\nEpoch 0: |          | 4393/? [32:57<00:00,  2.22it/s]\nEpoch 0: |          | 4393/? [32:57<00:00,  2.22it/s]\nEpoch 0: |          | 4394/? [32:57<00:00,  2.22it/s]\nEpoch 0: |          | 4394/? [32:57<00:00,  2.22it/s]\nEpoch 0: |          | 4395/? [32:58<00:00,  2.22it/s]\nEpoch 0: |          | 4395/? [32:58<00:00,  2.22it/s]\nEpoch 0: |          | 4396/? [32:58<00:00,  2.22it/s]\nEpoch 0: |          | 4396/? [32:58<00:00,  2.22it/s]\nEpoch 0: |          | 4397/? [32:59<00:00,  2.22it/s]\nEpoch 0: |          | 4397/? [32:59<00:00,  2.22it/s]\nEpoch 0: |          | 4398/? [32:59<00:00,  2.22it/s]\nEpoch 0: |          | 4398/? [32:59<00:00,  2.22it/s]\nEpoch 0: |          | 4399/? [32:59<00:00,  2.22it/s]\nEpoch 0: |          | 4399/? [32:59<00:00,  2.22it/s]\nEpoch 0: |          | 4400/? [33:00<00:00,  2.22it/s]\nEpoch 0: |          | 4400/? [33:00<00:00,  2.22it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.68it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  7.67it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.73it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.93it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 4400/? [33:00<00:00,  2.22it/s]\nEpoch 0: |          | 4401/? [33:01<00:00,  2.22it/s]\nEpoch 0: |          | 4401/? [33:01<00:00,  2.22it/s]\nEpoch 0: |          | 4402/? [33:01<00:00,  2.22it/s]\nEpoch 0: |          | 4402/? [33:01<00:00,  2.22it/s]\nEpoch 0: |          | 4403/? [33:01<00:00,  2.22it/s]\nEpoch 0: |          | 4403/? [33:01<00:00,  2.22it/s]\nEpoch 0: |          | 4404/? [33:02<00:00,  2.22it/s]\nEpoch 0: |          | 4404/? [33:02<00:00,  2.22it/s]\nEpoch 0: |          | 4405/? [33:02<00:00,  2.22it/s]\nEpoch 0: |          | 4405/? [33:02<00:00,  2.22it/s]\nEpoch 0: |          | 4406/? [33:03<00:00,  2.22it/s]\nEpoch 0: |          | 4406/? [33:03<00:00,  2.22it/s]\nEpoch 0: |          | 4407/? [33:03<00:00,  2.22it/s]\nEpoch 0: |          | 4407/? [33:03<00:00,  2.22it/s]\nEpoch 0: |          | 4408/? [33:03<00:00,  2.22it/s]\nEpoch 0: |          | 4408/? [33:03<00:00,  2.22it/s]\nEpoch 0: |          | 4409/? [33:04<00:00,  2.22it/s]\nEpoch 0: |          | 4409/? [33:04<00:00,  2.22it/s]\nEpoch 0: |          | 4410/? [33:04<00:00,  2.22it/s]\nEpoch 0: |          | 4410/? [33:04<00:00,  2.22it/s]\nEpoch 0: |          | 4411/? [33:04<00:00,  2.22it/s]\nEpoch 0: |          | 4411/? [33:04<00:00,  2.22it/s]\nEpoch 0: |          | 4412/? [33:05<00:00,  2.22it/s]\nEpoch 0: |          | 4412/? [33:05<00:00,  2.22it/s]\nEpoch 0: |          | 4413/? [33:05<00:00,  2.22it/s]\nEpoch 0: |          | 4413/? [33:05<00:00,  2.22it/s]\nEpoch 0: |          | 4414/? [33:06<00:00,  2.22it/s]\nEpoch 0: |          | 4414/? [33:06<00:00,  2.22it/s]\nEpoch 0: |          | 4415/? [33:06<00:00,  2.22it/s]\nEpoch 0: |          | 4415/? [33:06<00:00,  2.22it/s]\nEpoch 0: |          | 4416/? [33:06<00:00,  2.22it/s]\nEpoch 0: |          | 4416/? [33:06<00:00,  2.22it/s]\nEpoch 0: |          | 4417/? [33:07<00:00,  2.22it/s]\nEpoch 0: |          | 4417/? [33:07<00:00,  2.22it/s]\nEpoch 0: |          | 4418/? [33:07<00:00,  2.22it/s]\nEpoch 0: |          | 4418/? [33:07<00:00,  2.22it/s]\nEpoch 0: |          | 4419/? [33:08<00:00,  2.22it/s]\nEpoch 0: |          | 4419/? [33:08<00:00,  2.22it/s]\nEpoch 0: |          | 4420/? [33:08<00:00,  2.22it/s]\nEpoch 0: |          | 4420/? [33:08<00:00,  2.22it/s]\nEpoch 0: |          | 4421/? [33:08<00:00,  2.22it/s]\nEpoch 0: |          | 4421/? [33:08<00:00,  2.22it/s]\nEpoch 0: |          | 4422/? [33:09<00:00,  2.22it/s]\nEpoch 0: |          | 4422/? [33:09<00:00,  2.22it/s]\nEpoch 0: |          | 4423/? [33:09<00:00,  2.22it/s]\nEpoch 0: |          | 4423/? [33:09<00:00,  2.22it/s]\nEpoch 0: |          | 4424/? [33:09<00:00,  2.22it/s]\nEpoch 0: |          | 4424/? [33:09<00:00,  2.22it/s]\nEpoch 0: |          | 4425/? [33:10<00:00,  2.22it/s]\nEpoch 0: |          | 4425/? [33:10<00:00,  2.22it/s]\nEpoch 0: |          | 4426/? [33:10<00:00,  2.22it/s]\nEpoch 0: |          | 4426/? [33:10<00:00,  2.22it/s]\nEpoch 0: |          | 4427/? [33:11<00:00,  2.22it/s]\nEpoch 0: |          | 4427/? [33:11<00:00,  2.22it/s]\nEpoch 0: |          | 4428/? [33:11<00:00,  2.22it/s]\nEpoch 0: |          | 4428/? [33:11<00:00,  2.22it/s]\nEpoch 0: |          | 4429/? [33:11<00:00,  2.22it/s]\nEpoch 0: |          | 4429/? [33:11<00:00,  2.22it/s]\nEpoch 0: |          | 4430/? [33:12<00:00,  2.22it/s]\nEpoch 0: |          | 4430/? [33:12<00:00,  2.22it/s]\nEpoch 0: |          | 4431/? [33:12<00:00,  2.22it/s]\nEpoch 0: |          | 4431/? [33:12<00:00,  2.22it/s]\nEpoch 0: |          | 4432/? [33:13<00:00,  2.22it/s]\nEpoch 0: |          | 4432/? [33:13<00:00,  2.22it/s]\nEpoch 0: |          | 4433/? [33:13<00:00,  2.22it/s]\nEpoch 0: |          | 4433/? [33:13<00:00,  2.22it/s]\nEpoch 0: |          | 4434/? [33:13<00:00,  2.22it/s]\nEpoch 0: |          | 4434/? [33:13<00:00,  2.22it/s]\nEpoch 0: |          | 4435/? [33:14<00:00,  2.22it/s]\nEpoch 0: |          | 4435/? [33:14<00:00,  2.22it/s]\nEpoch 0: |          | 4436/? [33:14<00:00,  2.22it/s]\nEpoch 0: |          | 4436/? [33:14<00:00,  2.22it/s]\nEpoch 0: |          | 4437/? [33:14<00:00,  2.22it/s]\nEpoch 0: |          | 4437/? [33:14<00:00,  2.22it/s]\nEpoch 0: |          | 4438/? [33:15<00:00,  2.22it/s]\nEpoch 0: |          | 4438/? [33:15<00:00,  2.22it/s]\nEpoch 0: |          | 4439/? [33:15<00:00,  2.22it/s]\nEpoch 0: |          | 4439/? [33:15<00:00,  2.22it/s]\nEpoch 0: |          | 4440/? [33:16<00:00,  2.22it/s]\nEpoch 0: |          | 4440/? [33:16<00:00,  2.22it/s]\nEpoch 0: |          | 4441/? [33:16<00:00,  2.22it/s]\nEpoch 0: |          | 4441/? [33:16<00:00,  2.22it/s]\nEpoch 0: |          | 4442/? [33:16<00:00,  2.22it/s]\nEpoch 0: |          | 4442/? [33:16<00:00,  2.22it/s]\nEpoch 0: |          | 4443/? [33:17<00:00,  2.22it/s]\nEpoch 0: |          | 4443/? [33:17<00:00,  2.22it/s]\nEpoch 0: |          | 4444/? [33:17<00:00,  2.22it/s]\nEpoch 0: |          | 4444/? [33:17<00:00,  2.22it/s]\nEpoch 0: |          | 4445/? [33:17<00:00,  2.22it/s]\nEpoch 0: |          | 4445/? [33:17<00:00,  2.22it/s]\nEpoch 0: |          | 4446/? [33:18<00:00,  2.22it/s]\nEpoch 0: |          | 4446/? [33:18<00:00,  2.22it/s]\nEpoch 0: |          | 4447/? [33:18<00:00,  2.22it/s]\nEpoch 0: |          | 4447/? [33:18<00:00,  2.22it/s]\nEpoch 0: |          | 4448/? [33:19<00:00,  2.22it/s]\nEpoch 0: |          | 4448/? [33:19<00:00,  2.22it/s]\nEpoch 0: |          | 4449/? [33:19<00:00,  2.23it/s]\nEpoch 0: |          | 4449/? [33:19<00:00,  2.23it/s]\nEpoch 0: |          | 4450/? [33:19<00:00,  2.23it/s]\nEpoch 0: |          | 4450/? [33:19<00:00,  2.23it/s]\nEpoch 0: |          | 4451/? [33:20<00:00,  2.23it/s]\nEpoch 0: |          | 4451/? [33:20<00:00,  2.23it/s]\nEpoch 0: |          | 4452/? [33:20<00:00,  2.23it/s]\nEpoch 0: |          | 4452/? [33:20<00:00,  2.23it/s]\nEpoch 0: |          | 4453/? [33:21<00:00,  2.23it/s]\nEpoch 0: |          | 4453/? [33:21<00:00,  2.23it/s]\nEpoch 0: |          | 4454/? [33:21<00:00,  2.23it/s]\nEpoch 0: |          | 4454/? [33:21<00:00,  2.23it/s]\nEpoch 0: |          | 4455/? [33:21<00:00,  2.23it/s]\nEpoch 0: |          | 4455/? [33:21<00:00,  2.23it/s]\nEpoch 0: |          | 4456/? [33:22<00:00,  2.23it/s]\nEpoch 0: |          | 4456/? [33:22<00:00,  2.23it/s]\nEpoch 0: |          | 4457/? [33:22<00:00,  2.23it/s]\nEpoch 0: |          | 4457/? [33:22<00:00,  2.23it/s]\nEpoch 0: |          | 4458/? [33:22<00:00,  2.23it/s]\nEpoch 0: |          | 4458/? [33:22<00:00,  2.23it/s]\nEpoch 0: |          | 4459/? [33:23<00:00,  2.23it/s]\nEpoch 0: |          | 4459/? [33:23<00:00,  2.23it/s]\nEpoch 0: |          | 4460/? [33:23<00:00,  2.23it/s]\nEpoch 0: |          | 4460/? [33:23<00:00,  2.23it/s]\nEpoch 0: |          | 4461/? [33:24<00:00,  2.23it/s]\nEpoch 0: |          | 4461/? [33:24<00:00,  2.23it/s]\nEpoch 0: |          | 4462/? [33:24<00:00,  2.23it/s]\nEpoch 0: |          | 4462/? [33:24<00:00,  2.23it/s]\nEpoch 0: |          | 4463/? [33:24<00:00,  2.23it/s]\nEpoch 0: |          | 4463/? [33:24<00:00,  2.23it/s]\nEpoch 0: |          | 4464/? [33:25<00:00,  2.23it/s]\nEpoch 0: |          | 4464/? [33:25<00:00,  2.23it/s]\nEpoch 0: |          | 4465/? [33:25<00:00,  2.23it/s]\nEpoch 0: |          | 4465/? [33:25<00:00,  2.23it/s]\nEpoch 0: |          | 4466/? [33:26<00:00,  2.23it/s]\nEpoch 0: |          | 4466/? [33:26<00:00,  2.23it/s]\nEpoch 0: |          | 4467/? [33:26<00:00,  2.23it/s]\nEpoch 0: |          | 4467/? [33:26<00:00,  2.23it/s]\nEpoch 0: |          | 4468/? [33:26<00:00,  2.23it/s]\nEpoch 0: |          | 4468/? [33:26<00:00,  2.23it/s]\nEpoch 0: |          | 4469/? [33:27<00:00,  2.23it/s]\nEpoch 0: |          | 4469/? [33:27<00:00,  2.23it/s]\nEpoch 0: |          | 4470/? [33:27<00:00,  2.23it/s]\nEpoch 0: |          | 4470/? [33:27<00:00,  2.23it/s]\nEpoch 0: |          | 4471/? [33:27<00:00,  2.23it/s]\nEpoch 0: |          | 4471/? [33:27<00:00,  2.23it/s]\nEpoch 0: |          | 4472/? [33:28<00:00,  2.23it/s]\nEpoch 0: |          | 4472/? [33:28<00:00,  2.23it/s]\nEpoch 0: |          | 4473/? [33:28<00:00,  2.23it/s]\nEpoch 0: |          | 4473/? [33:28<00:00,  2.23it/s]\nEpoch 0: |          | 4474/? [33:29<00:00,  2.23it/s]\nEpoch 0: |          | 4474/? [33:29<00:00,  2.23it/s]\nEpoch 0: |          | 4475/? [33:29<00:00,  2.23it/s]\nEpoch 0: |          | 4475/? [33:29<00:00,  2.23it/s]\nEpoch 0: |          | 4476/? [33:29<00:00,  2.23it/s]\nEpoch 0: |          | 4476/? [33:29<00:00,  2.23it/s]\nEpoch 0: |          | 4477/? [33:30<00:00,  2.23it/s]\nEpoch 0: |          | 4477/? [33:30<00:00,  2.23it/s]\nEpoch 0: |          | 4478/? [33:30<00:00,  2.23it/s]\nEpoch 0: |          | 4478/? [33:30<00:00,  2.23it/s]\nEpoch 0: |          | 4479/? [33:31<00:00,  2.23it/s]\nEpoch 0: |          | 4479/? [33:31<00:00,  2.23it/s]\nEpoch 0: |          | 4480/? [33:31<00:00,  2.23it/s]\nEpoch 0: |          | 4480/? [33:31<00:00,  2.23it/s]\nEpoch 0: |          | 4481/? [33:31<00:00,  2.23it/s]\nEpoch 0: |          | 4481/? [33:31<00:00,  2.23it/s]\nEpoch 0: |          | 4482/? [33:32<00:00,  2.23it/s]\nEpoch 0: |          | 4482/? [33:32<00:00,  2.23it/s]\nEpoch 0: |          | 4483/? [33:32<00:00,  2.23it/s]\nEpoch 0: |          | 4483/? [33:32<00:00,  2.23it/s]\nEpoch 0: |          | 4484/? [33:32<00:00,  2.23it/s]\nEpoch 0: |          | 4484/? [33:32<00:00,  2.23it/s]\nEpoch 0: |          | 4485/? [33:33<00:00,  2.23it/s]\nEpoch 0: |          | 4485/? [33:33<00:00,  2.23it/s]\nEpoch 0: |          | 4486/? [33:33<00:00,  2.23it/s]\nEpoch 0: |          | 4486/? [33:33<00:00,  2.23it/s]\nEpoch 0: |          | 4487/? [33:34<00:00,  2.23it/s]\nEpoch 0: |          | 4487/? [33:34<00:00,  2.23it/s]\nEpoch 0: |          | 4488/? [33:34<00:00,  2.23it/s]\nEpoch 0: |          | 4488/? [33:34<00:00,  2.23it/s]\nEpoch 0: |          | 4489/? [33:34<00:00,  2.23it/s]\nEpoch 0: |          | 4489/? [33:34<00:00,  2.23it/s]\nEpoch 0: |          | 4490/? [33:35<00:00,  2.23it/s]\nEpoch 0: |          | 4490/? [33:35<00:00,  2.23it/s]\nEpoch 0: |          | 4491/? [33:35<00:00,  2.23it/s]\nEpoch 0: |          | 4491/? [33:35<00:00,  2.23it/s]\nEpoch 0: |          | 4492/? [33:36<00:00,  2.23it/s]\nEpoch 0: |          | 4492/? [33:36<00:00,  2.23it/s]\nEpoch 0: |          | 4493/? [33:36<00:00,  2.23it/s]\nEpoch 0: |          | 4493/? [33:36<00:00,  2.23it/s]\nEpoch 0: |          | 4494/? [33:36<00:00,  2.23it/s]\nEpoch 0: |          | 4494/? [33:36<00:00,  2.23it/s]\nEpoch 0: |          | 4495/? [33:37<00:00,  2.23it/s]\nEpoch 0: |          | 4495/? [33:37<00:00,  2.23it/s]\nEpoch 0: |          | 4496/? [33:37<00:00,  2.23it/s]\nEpoch 0: |          | 4496/? [33:37<00:00,  2.23it/s]\nEpoch 0: |          | 4497/? [33:37<00:00,  2.23it/s]\nEpoch 0: |          | 4497/? [33:37<00:00,  2.23it/s]\nEpoch 0: |          | 4498/? [33:38<00:00,  2.23it/s]\nEpoch 0: |          | 4498/? [33:38<00:00,  2.23it/s]\nEpoch 0: |          | 4499/? [33:38<00:00,  2.23it/s]\nEpoch 0: |          | 4499/? [33:38<00:00,  2.23it/s]\nEpoch 0: |          | 4500/? [33:39<00:00,  2.23it/s]\nEpoch 0: |          | 4500/? [33:39<00:00,  2.23it/s]\nEpoch 0: |          | 4501/? [33:39<00:00,  2.23it/s]\nEpoch 0: |          | 4501/? [33:39<00:00,  2.23it/s]\nEpoch 0: |          | 4502/? [33:39<00:00,  2.23it/s]\nEpoch 0: |          | 4502/? [33:39<00:00,  2.23it/s]\nEpoch 0: |          | 4503/? [33:40<00:00,  2.23it/s]\nEpoch 0: |          | 4503/? [33:40<00:00,  2.23it/s]\nEpoch 0: |          | 4504/? [33:40<00:00,  2.23it/s]\nEpoch 0: |          | 4504/? [33:40<00:00,  2.23it/s]\nEpoch 0: |          | 4505/? [33:40<00:00,  2.23it/s]\nEpoch 0: |          | 4505/? [33:40<00:00,  2.23it/s]\nEpoch 0: |          | 4506/? [33:41<00:00,  2.23it/s]\nEpoch 0: |          | 4506/? [33:41<00:00,  2.23it/s]\nEpoch 0: |          | 4507/? [33:41<00:00,  2.23it/s]\nEpoch 0: |          | 4507/? [33:41<00:00,  2.23it/s]\nEpoch 0: |          | 4508/? [33:42<00:00,  2.23it/s]\nEpoch 0: |          | 4508/? [33:42<00:00,  2.23it/s]\nEpoch 0: |          | 4509/? [33:42<00:00,  2.23it/s]\nEpoch 0: |          | 4509/? [33:42<00:00,  2.23it/s]\nEpoch 0: |          | 4510/? [33:42<00:00,  2.23it/s]\nEpoch 0: |          | 4510/? [33:42<00:00,  2.23it/s]\nEpoch 0: |          | 4511/? [33:43<00:00,  2.23it/s]\nEpoch 0: |          | 4511/? [33:43<00:00,  2.23it/s]\nEpoch 0: |          | 4512/? [33:43<00:00,  2.23it/s]\nEpoch 0: |          | 4512/? [33:43<00:00,  2.23it/s]\nEpoch 0: |          | 4513/? [33:44<00:00,  2.23it/s]\nEpoch 0: |          | 4513/? [33:44<00:00,  2.23it/s]\nEpoch 0: |          | 4514/? [33:44<00:00,  2.23it/s]\nEpoch 0: |          | 4514/? [33:44<00:00,  2.23it/s]\nEpoch 0: |          | 4515/? [33:44<00:00,  2.23it/s]\nEpoch 0: |          | 4515/? [33:44<00:00,  2.23it/s]\nEpoch 0: |          | 4516/? [33:45<00:00,  2.23it/s]\nEpoch 0: |          | 4516/? [33:45<00:00,  2.23it/s]\nEpoch 0: |          | 4517/? [33:45<00:00,  2.23it/s]\nEpoch 0: |          | 4517/? [33:45<00:00,  2.23it/s]\nEpoch 0: |          | 4518/? [33:45<00:00,  2.23it/s]\nEpoch 0: |          | 4518/? [33:45<00:00,  2.23it/s]\nEpoch 0: |          | 4519/? [33:46<00:00,  2.23it/s]\nEpoch 0: |          | 4519/? [33:46<00:00,  2.23it/s]\nEpoch 0: |          | 4520/? [33:46<00:00,  2.23it/s]\nEpoch 0: |          | 4520/? [33:46<00:00,  2.23it/s]\nEpoch 0: |          | 4521/? [33:47<00:00,  2.23it/s]\nEpoch 0: |          | 4521/? [33:47<00:00,  2.23it/s]\nEpoch 0: |          | 4522/? [33:47<00:00,  2.23it/s]\nEpoch 0: |          | 4522/? [33:47<00:00,  2.23it/s]\nEpoch 0: |          | 4523/? [33:47<00:00,  2.23it/s]\nEpoch 0: |          | 4523/? [33:47<00:00,  2.23it/s]\nEpoch 0: |          | 4524/? [33:48<00:00,  2.23it/s]\nEpoch 0: |          | 4524/? [33:48<00:00,  2.23it/s]\nEpoch 0: |          | 4525/? [33:48<00:00,  2.23it/s]\nEpoch 0: |          | 4525/? [33:48<00:00,  2.23it/s]\nEpoch 0: |          | 4526/? [33:49<00:00,  2.23it/s]\nEpoch 0: |          | 4526/? [33:49<00:00,  2.23it/s]\nEpoch 0: |          | 4527/? [33:49<00:00,  2.23it/s]\nEpoch 0: |          | 4527/? [33:49<00:00,  2.23it/s]\nEpoch 0: |          | 4528/? [33:49<00:00,  2.23it/s]\nEpoch 0: |          | 4528/? [33:49<00:00,  2.23it/s]\nEpoch 0: |          | 4529/? [33:50<00:00,  2.23it/s]\nEpoch 0: |          | 4529/? [33:50<00:00,  2.23it/s]\nEpoch 0: |          | 4530/? [33:50<00:00,  2.23it/s]\nEpoch 0: |          | 4530/? [33:50<00:00,  2.23it/s]\nEpoch 0: |          | 4531/? [33:50<00:00,  2.23it/s]\nEpoch 0: |          | 4531/? [33:50<00:00,  2.23it/s]\nEpoch 0: |          | 4532/? [33:51<00:00,  2.23it/s]\nEpoch 0: |          | 4532/? [33:51<00:00,  2.23it/s]\nEpoch 0: |          | 4533/? [33:51<00:00,  2.23it/s]\nEpoch 0: |          | 4533/? [33:51<00:00,  2.23it/s]\nEpoch 0: |          | 4534/? [33:52<00:00,  2.23it/s]\nEpoch 0: |          | 4534/? [33:52<00:00,  2.23it/s]\nEpoch 0: |          | 4535/? [33:52<00:00,  2.23it/s]\nEpoch 0: |          | 4535/? [33:52<00:00,  2.23it/s]\nEpoch 0: |          | 4536/? [33:52<00:00,  2.23it/s]\nEpoch 0: |          | 4536/? [33:52<00:00,  2.23it/s]\nEpoch 0: |          | 4537/? [33:53<00:00,  2.23it/s]\nEpoch 0: |          | 4537/? [33:53<00:00,  2.23it/s]\nEpoch 0: |          | 4538/? [33:53<00:00,  2.23it/s]\nEpoch 0: |          | 4538/? [33:53<00:00,  2.23it/s]\nEpoch 0: |          | 4539/? [33:54<00:00,  2.23it/s]\nEpoch 0: |          | 4539/? [33:54<00:00,  2.23it/s]\nEpoch 0: |          | 4540/? [33:54<00:00,  2.23it/s]\nEpoch 0: |          | 4540/? [33:54<00:00,  2.23it/s]\nEpoch 0: |          | 4541/? [33:54<00:00,  2.23it/s]\nEpoch 0: |          | 4541/? [33:54<00:00,  2.23it/s]\nEpoch 0: |          | 4542/? [33:55<00:00,  2.23it/s]\nEpoch 0: |          | 4542/? [33:55<00:00,  2.23it/s]\nEpoch 0: |          | 4543/? [33:55<00:00,  2.23it/s]\nEpoch 0: |          | 4543/? [33:55<00:00,  2.23it/s]\nEpoch 0: |          | 4544/? [33:55<00:00,  2.23it/s]\nEpoch 0: |          | 4544/? [33:55<00:00,  2.23it/s]\nEpoch 0: |          | 4545/? [33:56<00:00,  2.23it/s]\nEpoch 0: |          | 4545/? [33:56<00:00,  2.23it/s]\nEpoch 0: |          | 4546/? [33:56<00:00,  2.23it/s]\nEpoch 0: |          | 4546/? [33:56<00:00,  2.23it/s]\nEpoch 0: |          | 4547/? [33:57<00:00,  2.23it/s]\nEpoch 0: |          | 4547/? [33:57<00:00,  2.23it/s]\nEpoch 0: |          | 4548/? [33:57<00:00,  2.23it/s]\nEpoch 0: |          | 4548/? [33:57<00:00,  2.23it/s]\nEpoch 0: |          | 4549/? [33:57<00:00,  2.23it/s]\nEpoch 0: |          | 4549/? [33:57<00:00,  2.23it/s]\nEpoch 0: |          | 4550/? [33:58<00:00,  2.23it/s]\nEpoch 0: |          | 4550/? [33:58<00:00,  2.23it/s]\nEpoch 0: |          | 4551/? [33:58<00:00,  2.23it/s]\nEpoch 0: |          | 4551/? [33:58<00:00,  2.23it/s]\nEpoch 0: |          | 4552/? [33:58<00:00,  2.23it/s]\nEpoch 0: |          | 4552/? [33:58<00:00,  2.23it/s]\nEpoch 0: |          | 4553/? [33:59<00:00,  2.23it/s]\nEpoch 0: |          | 4553/? [33:59<00:00,  2.23it/s]\nEpoch 0: |          | 4554/? [33:59<00:00,  2.23it/s]\nEpoch 0: |          | 4554/? [33:59<00:00,  2.23it/s]\nEpoch 0: |          | 4555/? [34:00<00:00,  2.23it/s]\nEpoch 0: |          | 4555/? [34:00<00:00,  2.23it/s]\nEpoch 0: |          | 4556/? [34:00<00:00,  2.23it/s]\nEpoch 0: |          | 4556/? [34:00<00:00,  2.23it/s]\nEpoch 0: |          | 4557/? [34:00<00:00,  2.23it/s]\nEpoch 0: |          | 4557/? [34:00<00:00,  2.23it/s]\nEpoch 0: |          | 4558/? [34:01<00:00,  2.23it/s]\nEpoch 0: |          | 4558/? [34:01<00:00,  2.23it/s]\nEpoch 0: |          | 4559/? [34:01<00:00,  2.23it/s]\nEpoch 0: |          | 4559/? [34:01<00:00,  2.23it/s]\nEpoch 0: |          | 4560/? [34:02<00:00,  2.23it/s]\nEpoch 0: |          | 4560/? [34:02<00:00,  2.23it/s]\nEpoch 0: |          | 4561/? [34:02<00:00,  2.23it/s]\nEpoch 0: |          | 4561/? [34:02<00:00,  2.23it/s]\nEpoch 0: |          | 4562/? [34:02<00:00,  2.23it/s]\nEpoch 0: |          | 4562/? [34:02<00:00,  2.23it/s]\nEpoch 0: |          | 4563/? [34:03<00:00,  2.23it/s]\nEpoch 0: |          | 4563/? [34:03<00:00,  2.23it/s]\nEpoch 0: |          | 4564/? [34:03<00:00,  2.23it/s]\nEpoch 0: |          | 4564/? [34:03<00:00,  2.23it/s]\nEpoch 0: |          | 4565/? [34:03<00:00,  2.23it/s]\nEpoch 0: |          | 4565/? [34:03<00:00,  2.23it/s]\nEpoch 0: |          | 4566/? [34:04<00:00,  2.23it/s]\nEpoch 0: |          | 4566/? [34:04<00:00,  2.23it/s]\nEpoch 0: |          | 4567/? [34:04<00:00,  2.23it/s]\nEpoch 0: |          | 4567/? [34:04<00:00,  2.23it/s]\nEpoch 0: |          | 4568/? [34:05<00:00,  2.23it/s]\nEpoch 0: |          | 4568/? [34:05<00:00,  2.23it/s]\nEpoch 0: |          | 4569/? [34:05<00:00,  2.23it/s]\nEpoch 0: |          | 4569/? [34:05<00:00,  2.23it/s]\nEpoch 0: |          | 4570/? [34:05<00:00,  2.23it/s]\nEpoch 0: |          | 4570/? [34:05<00:00,  2.23it/s]\nEpoch 0: |          | 4571/? [34:06<00:00,  2.23it/s]\nEpoch 0: |          | 4571/? [34:06<00:00,  2.23it/s]\nEpoch 0: |          | 4572/? [34:06<00:00,  2.23it/s]\nEpoch 0: |          | 4572/? [34:06<00:00,  2.23it/s]\nEpoch 0: |          | 4573/? [34:07<00:00,  2.23it/s]\nEpoch 0: |          | 4573/? [34:07<00:00,  2.23it/s]\nEpoch 0: |          | 4574/? [34:07<00:00,  2.23it/s]\nEpoch 0: |          | 4574/? [34:07<00:00,  2.23it/s]\nEpoch 0: |          | 4575/? [34:07<00:00,  2.23it/s]\nEpoch 0: |          | 4575/? [34:07<00:00,  2.23it/s]\nEpoch 0: |          | 4576/? [34:08<00:00,  2.23it/s]\nEpoch 0: |          | 4576/? [34:08<00:00,  2.23it/s]\nEpoch 0: |          | 4577/? [34:08<00:00,  2.23it/s]\nEpoch 0: |          | 4577/? [34:08<00:00,  2.23it/s]\nEpoch 0: |          | 4578/? [34:08<00:00,  2.23it/s]\nEpoch 0: |          | 4578/? [34:08<00:00,  2.23it/s]\nEpoch 0: |          | 4579/? [34:09<00:00,  2.23it/s]\nEpoch 0: |          | 4579/? [34:09<00:00,  2.23it/s]\nEpoch 0: |          | 4580/? [34:09<00:00,  2.23it/s]\nEpoch 0: |          | 4580/? [34:09<00:00,  2.23it/s]\nEpoch 0: |          | 4581/? [34:10<00:00,  2.23it/s]\nEpoch 0: |          | 4581/? [34:10<00:00,  2.23it/s]\nEpoch 0: |          | 4582/? [34:10<00:00,  2.23it/s]\nEpoch 0: |          | 4582/? [34:10<00:00,  2.23it/s]\nEpoch 0: |          | 4583/? [34:10<00:00,  2.23it/s]\nEpoch 0: |          | 4583/? [34:10<00:00,  2.23it/s]\nEpoch 0: |          | 4584/? [34:11<00:00,  2.23it/s]\nEpoch 0: |          | 4584/? [34:11<00:00,  2.23it/s]\nEpoch 0: |          | 4585/? [34:11<00:00,  2.23it/s]\nEpoch 0: |          | 4585/? [34:11<00:00,  2.23it/s]\nEpoch 0: |          | 4586/? [34:11<00:00,  2.23it/s]\nEpoch 0: |          | 4586/? [34:11<00:00,  2.23it/s]\nEpoch 0: |          | 4587/? [34:12<00:00,  2.23it/s]\nEpoch 0: |          | 4587/? [34:12<00:00,  2.23it/s]\nEpoch 0: |          | 4588/? [34:12<00:00,  2.24it/s]\nEpoch 0: |          | 4588/? [34:12<00:00,  2.24it/s]\nEpoch 0: |          | 4589/? [34:13<00:00,  2.24it/s]\nEpoch 0: |          | 4589/? [34:13<00:00,  2.24it/s]\nEpoch 0: |          | 4590/? [34:13<00:00,  2.24it/s]\nEpoch 0: |          | 4590/? [34:13<00:00,  2.24it/s]\nEpoch 0: |          | 4591/? [34:13<00:00,  2.24it/s]\nEpoch 0: |          | 4591/? [34:13<00:00,  2.24it/s]\nEpoch 0: |          | 4592/? [34:14<00:00,  2.24it/s]\nEpoch 0: |          | 4592/? [34:14<00:00,  2.24it/s]\nEpoch 0: |          | 4593/? [34:14<00:00,  2.24it/s]\nEpoch 0: |          | 4593/? [34:14<00:00,  2.24it/s]\nEpoch 0: |          | 4594/? [34:15<00:00,  2.24it/s]\nEpoch 0: |          | 4594/? [34:15<00:00,  2.24it/s]\nEpoch 0: |          | 4595/? [34:15<00:00,  2.24it/s]\nEpoch 0: |          | 4595/? [34:15<00:00,  2.24it/s]\nEpoch 0: |          | 4596/? [34:15<00:00,  2.24it/s]\nEpoch 0: |          | 4596/? [34:15<00:00,  2.24it/s]\nEpoch 0: |          | 4597/? [34:16<00:00,  2.24it/s]\nEpoch 0: |          | 4597/? [34:16<00:00,  2.24it/s]\nEpoch 0: |          | 4598/? [34:16<00:00,  2.24it/s]\nEpoch 0: |          | 4598/? [34:16<00:00,  2.24it/s]\nEpoch 0: |          | 4599/? [34:16<00:00,  2.24it/s]\nEpoch 0: |          | 4599/? [34:16<00:00,  2.24it/s]\nEpoch 0: |          | 4600/? [34:17<00:00,  2.24it/s]\nEpoch 0: |          | 4600/? [34:17<00:00,  2.24it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  8.37it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.21it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.27it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.47it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 4600/? [34:17<00:00,  2.24it/s]\nEpoch 0: |          | 4601/? [34:18<00:00,  2.24it/s]\nEpoch 0: |          | 4601/? [34:18<00:00,  2.24it/s]\nEpoch 0: |          | 4602/? [34:18<00:00,  2.24it/s]\nEpoch 0: |          | 4602/? [34:18<00:00,  2.24it/s]\nEpoch 0: |          | 4603/? [34:18<00:00,  2.24it/s]\nEpoch 0: |          | 4603/? [34:18<00:00,  2.24it/s]\nEpoch 0: |          | 4604/? [34:19<00:00,  2.24it/s]\nEpoch 0: |          | 4604/? [34:19<00:00,  2.24it/s]\nEpoch 0: |          | 4605/? [34:19<00:00,  2.24it/s]\nEpoch 0: |          | 4605/? [34:19<00:00,  2.24it/s]\nEpoch 0: |          | 4606/? [34:20<00:00,  2.24it/s]\nEpoch 0: |          | 4606/? [34:20<00:00,  2.24it/s]\nEpoch 0: |          | 4607/? [34:20<00:00,  2.24it/s]\nEpoch 0: |          | 4607/? [34:20<00:00,  2.24it/s]\nEpoch 0: |          | 4608/? [34:20<00:00,  2.24it/s]\nEpoch 0: |          | 4608/? [34:20<00:00,  2.24it/s]\nEpoch 0: |          | 4609/? [34:21<00:00,  2.24it/s]\nEpoch 0: |          | 4609/? [34:21<00:00,  2.24it/s]\nEpoch 0: |          | 4610/? [34:21<00:00,  2.24it/s]\nEpoch 0: |          | 4610/? [34:21<00:00,  2.24it/s]\nEpoch 0: |          | 4611/? [34:22<00:00,  2.24it/s]\nEpoch 0: |          | 4611/? [34:22<00:00,  2.24it/s]\nEpoch 0: |          | 4612/? [34:22<00:00,  2.24it/s]\nEpoch 0: |          | 4612/? [34:22<00:00,  2.24it/s]\nEpoch 0: |          | 4613/? [34:22<00:00,  2.24it/s]\nEpoch 0: |          | 4613/? [34:22<00:00,  2.24it/s]\nEpoch 0: |          | 4614/? [34:23<00:00,  2.24it/s]\nEpoch 0: |          | 4614/? [34:23<00:00,  2.24it/s]\nEpoch 0: |          | 4615/? [34:23<00:00,  2.24it/s]\nEpoch 0: |          | 4615/? [34:23<00:00,  2.24it/s]\nEpoch 0: |          | 4616/? [34:23<00:00,  2.24it/s]\nEpoch 0: |          | 4616/? [34:23<00:00,  2.24it/s]\nEpoch 0: |          | 4617/? [34:24<00:00,  2.24it/s]\nEpoch 0: |          | 4617/? [34:24<00:00,  2.24it/s]\nEpoch 0: |          | 4618/? [34:24<00:00,  2.24it/s]\nEpoch 0: |          | 4618/? [34:24<00:00,  2.24it/s]\nEpoch 0: |          | 4619/? [34:25<00:00,  2.24it/s]\nEpoch 0: |          | 4619/? [34:25<00:00,  2.24it/s]\nEpoch 0: |          | 4620/? [34:25<00:00,  2.24it/s]\nEpoch 0: |          | 4620/? [34:25<00:00,  2.24it/s]\nEpoch 0: |          | 4621/? [34:25<00:00,  2.24it/s]\nEpoch 0: |          | 4621/? [34:25<00:00,  2.24it/s]\nEpoch 0: |          | 4622/? [34:26<00:00,  2.24it/s]\nEpoch 0: |          | 4622/? [34:26<00:00,  2.24it/s]\nEpoch 0: |          | 4623/? [34:26<00:00,  2.24it/s]\nEpoch 0: |          | 4623/? [34:26<00:00,  2.24it/s]\nEpoch 0: |          | 4624/? [34:26<00:00,  2.24it/s]\nEpoch 0: |          | 4624/? [34:26<00:00,  2.24it/s]\nEpoch 0: |          | 4625/? [34:27<00:00,  2.24it/s]\nEpoch 0: |          | 4625/? [34:27<00:00,  2.24it/s]\nEpoch 0: |          | 4626/? [34:27<00:00,  2.24it/s]\nEpoch 0: |          | 4626/? [34:27<00:00,  2.24it/s]\nEpoch 0: |          | 4627/? [34:28<00:00,  2.24it/s]\nEpoch 0: |          | 4627/? [34:28<00:00,  2.24it/s]\nEpoch 0: |          | 4628/? [34:28<00:00,  2.24it/s]\nEpoch 0: |          | 4628/? [34:28<00:00,  2.24it/s]\nEpoch 0: |          | 4629/? [34:28<00:00,  2.24it/s]\nEpoch 0: |          | 4629/? [34:28<00:00,  2.24it/s]\nEpoch 0: |          | 4630/? [34:29<00:00,  2.24it/s]\nEpoch 0: |          | 4630/? [34:29<00:00,  2.24it/s]\nEpoch 0: |          | 4631/? [34:29<00:00,  2.24it/s]\nEpoch 0: |          | 4631/? [34:29<00:00,  2.24it/s]\nEpoch 0: |          | 4632/? [34:30<00:00,  2.24it/s]\nEpoch 0: |          | 4632/? [34:30<00:00,  2.24it/s]\nEpoch 0: |          | 4633/? [34:30<00:00,  2.24it/s]\nEpoch 0: |          | 4633/? [34:30<00:00,  2.24it/s]\nEpoch 0: |          | 4634/? [34:30<00:00,  2.24it/s]\nEpoch 0: |          | 4634/? [34:30<00:00,  2.24it/s]\nEpoch 0: |          | 4635/? [34:31<00:00,  2.24it/s]\nEpoch 0: |          | 4635/? [34:31<00:00,  2.24it/s]\nEpoch 0: |          | 4636/? [34:31<00:00,  2.24it/s]\nEpoch 0: |          | 4636/? [34:31<00:00,  2.24it/s]\nEpoch 0: |          | 4637/? [34:31<00:00,  2.24it/s]\nEpoch 0: |          | 4637/? [34:31<00:00,  2.24it/s]\nEpoch 0: |          | 4638/? [34:32<00:00,  2.24it/s]\nEpoch 0: |          | 4638/? [34:32<00:00,  2.24it/s]\nEpoch 0: |          | 4639/? [34:32<00:00,  2.24it/s]\nEpoch 0: |          | 4639/? [34:32<00:00,  2.24it/s]\nEpoch 0: |          | 4640/? [34:33<00:00,  2.24it/s]\nEpoch 0: |          | 4640/? [34:33<00:00,  2.24it/s]\nEpoch 0: |          | 4641/? [34:33<00:00,  2.24it/s]\nEpoch 0: |          | 4641/? [34:33<00:00,  2.24it/s]\nEpoch 0: |          | 4642/? [34:33<00:00,  2.24it/s]\nEpoch 0: |          | 4642/? [34:33<00:00,  2.24it/s]\nEpoch 0: |          | 4643/? [34:34<00:00,  2.24it/s]\nEpoch 0: |          | 4643/? [34:34<00:00,  2.24it/s]\nEpoch 0: |          | 4644/? [34:34<00:00,  2.24it/s]\nEpoch 0: |          | 4644/? [34:34<00:00,  2.24it/s]\nEpoch 0: |          | 4645/? [34:35<00:00,  2.24it/s]\nEpoch 0: |          | 4645/? [34:35<00:00,  2.24it/s]\nEpoch 0: |          | 4646/? [34:35<00:00,  2.24it/s]\nEpoch 0: |          | 4646/? [34:35<00:00,  2.24it/s]\nEpoch 0: |          | 4647/? [34:35<00:00,  2.24it/s]\nEpoch 0: |          | 4647/? [34:35<00:00,  2.24it/s]\nEpoch 0: |          | 4648/? [34:36<00:00,  2.24it/s]\nEpoch 0: |          | 4648/? [34:36<00:00,  2.24it/s]\nEpoch 0: |          | 4649/? [34:36<00:00,  2.24it/s]\nEpoch 0: |          | 4649/? [34:36<00:00,  2.24it/s]\nEpoch 0: |          | 4650/? [34:36<00:00,  2.24it/s]\nEpoch 0: |          | 4650/? [34:36<00:00,  2.24it/s]\nEpoch 0: |          | 4651/? [34:37<00:00,  2.24it/s]\nEpoch 0: |          | 4651/? [34:37<00:00,  2.24it/s]\nEpoch 0: |          | 4652/? [34:37<00:00,  2.24it/s]\nEpoch 0: |          | 4652/? [34:37<00:00,  2.24it/s]\nEpoch 0: |          | 4653/? [34:38<00:00,  2.24it/s]\nEpoch 0: |          | 4653/? [34:38<00:00,  2.24it/s]\nEpoch 0: |          | 4654/? [34:38<00:00,  2.24it/s]\nEpoch 0: |          | 4654/? [34:38<00:00,  2.24it/s]\nEpoch 0: |          | 4655/? [34:38<00:00,  2.24it/s]\nEpoch 0: |          | 4655/? [34:38<00:00,  2.24it/s]\nEpoch 0: |          | 4656/? [34:39<00:00,  2.24it/s]\nEpoch 0: |          | 4656/? [34:39<00:00,  2.24it/s]\nEpoch 0: |          | 4657/? [34:39<00:00,  2.24it/s]\nEpoch 0: |          | 4657/? [34:39<00:00,  2.24it/s]\nEpoch 0: |          | 4658/? [34:40<00:00,  2.24it/s]\nEpoch 0: |          | 4658/? [34:40<00:00,  2.24it/s]\nEpoch 0: |          | 4659/? [34:40<00:00,  2.24it/s]\nEpoch 0: |          | 4659/? [34:40<00:00,  2.24it/s]\nEpoch 0: |          | 4660/? [34:40<00:00,  2.24it/s]\nEpoch 0: |          | 4660/? [34:40<00:00,  2.24it/s]\nEpoch 0: |          | 4661/? [34:41<00:00,  2.24it/s]\nEpoch 0: |          | 4661/? [34:41<00:00,  2.24it/s]\nEpoch 0: |          | 4662/? [34:41<00:00,  2.24it/s]\nEpoch 0: |          | 4662/? [34:41<00:00,  2.24it/s]\nEpoch 0: |          | 4663/? [34:42<00:00,  2.24it/s]\nEpoch 0: |          | 4663/? [34:42<00:00,  2.24it/s]\nEpoch 0: |          | 4664/? [34:42<00:00,  2.24it/s]\nEpoch 0: |          | 4664/? [34:42<00:00,  2.24it/s]\nEpoch 0: |          | 4665/? [34:42<00:00,  2.24it/s]\nEpoch 0: |          | 4665/? [34:42<00:00,  2.24it/s]\nEpoch 0: |          | 4666/? [34:43<00:00,  2.24it/s]\nEpoch 0: |          | 4666/? [34:43<00:00,  2.24it/s]\nEpoch 0: |          | 4667/? [34:43<00:00,  2.24it/s]\nEpoch 0: |          | 4667/? [34:43<00:00,  2.24it/s]\nEpoch 0: |          | 4668/? [34:43<00:00,  2.24it/s]\nEpoch 0: |          | 4668/? [34:43<00:00,  2.24it/s]\nEpoch 0: |          | 4669/? [34:44<00:00,  2.24it/s]\nEpoch 0: |          | 4669/? [34:44<00:00,  2.24it/s]\nEpoch 0: |          | 4670/? [34:44<00:00,  2.24it/s]\nEpoch 0: |          | 4670/? [34:44<00:00,  2.24it/s]\nEpoch 0: |          | 4671/? [34:45<00:00,  2.24it/s]\nEpoch 0: |          | 4671/? [34:45<00:00,  2.24it/s]\nEpoch 0: |          | 4672/? [34:45<00:00,  2.24it/s]\nEpoch 0: |          | 4672/? [34:45<00:00,  2.24it/s]\nEpoch 0: |          | 4673/? [34:45<00:00,  2.24it/s]\nEpoch 0: |          | 4673/? [34:45<00:00,  2.24it/s]\nEpoch 0: |          | 4674/? [34:46<00:00,  2.24it/s]\nEpoch 0: |          | 4674/? [34:46<00:00,  2.24it/s]\nEpoch 0: |          | 4675/? [34:46<00:00,  2.24it/s]\nEpoch 0: |          | 4675/? [34:46<00:00,  2.24it/s]\nEpoch 0: |          | 4676/? [34:47<00:00,  2.24it/s]\nEpoch 0: |          | 4676/? [34:47<00:00,  2.24it/s]\nEpoch 0: |          | 4677/? [34:47<00:00,  2.24it/s]\nEpoch 0: |          | 4677/? [34:47<00:00,  2.24it/s]\nEpoch 0: |          | 4678/? [34:47<00:00,  2.24it/s]\nEpoch 0: |          | 4678/? [34:47<00:00,  2.24it/s]\nEpoch 0: |          | 4679/? [34:48<00:00,  2.24it/s]\nEpoch 0: |          | 4679/? [34:48<00:00,  2.24it/s]\nEpoch 0: |          | 4680/? [34:48<00:00,  2.24it/s]\nEpoch 0: |          | 4680/? [34:48<00:00,  2.24it/s]\nEpoch 0: |          | 4681/? [34:48<00:00,  2.24it/s]\nEpoch 0: |          | 4681/? [34:48<00:00,  2.24it/s]\nEpoch 0: |          | 4682/? [34:49<00:00,  2.24it/s]\nEpoch 0: |          | 4682/? [34:49<00:00,  2.24it/s]\nEpoch 0: |          | 4683/? [34:49<00:00,  2.24it/s]\nEpoch 0: |          | 4683/? [34:49<00:00,  2.24it/s]\nEpoch 0: |          | 4684/? [34:50<00:00,  2.24it/s]\nEpoch 0: |          | 4684/? [34:50<00:00,  2.24it/s]\nEpoch 0: |          | 4685/? [34:50<00:00,  2.24it/s]\nEpoch 0: |          | 4685/? [34:50<00:00,  2.24it/s]\nEpoch 0: |          | 4686/? [34:50<00:00,  2.24it/s]\nEpoch 0: |          | 4686/? [34:50<00:00,  2.24it/s]\nEpoch 0: |          | 4687/? [34:51<00:00,  2.24it/s]\nEpoch 0: |          | 4687/? [34:51<00:00,  2.24it/s]\nEpoch 0: |          | 4688/? [34:51<00:00,  2.24it/s]\nEpoch 0: |          | 4688/? [34:51<00:00,  2.24it/s]\nEpoch 0: |          | 4689/? [34:52<00:00,  2.24it/s]\nEpoch 0: |          | 4689/? [34:52<00:00,  2.24it/s]\nEpoch 0: |          | 4690/? [34:52<00:00,  2.24it/s]\nEpoch 0: |          | 4690/? [34:52<00:00,  2.24it/s]\nEpoch 0: |          | 4691/? [34:52<00:00,  2.24it/s]\nEpoch 0: |          | 4691/? [34:52<00:00,  2.24it/s]\nEpoch 0: |          | 4692/? [34:53<00:00,  2.24it/s]\nEpoch 0: |          | 4692/? [34:53<00:00,  2.24it/s]\nEpoch 0: |          | 4693/? [34:53<00:00,  2.24it/s]\nEpoch 0: |          | 4693/? [34:53<00:00,  2.24it/s]\nEpoch 0: |          | 4694/? [34:53<00:00,  2.24it/s]\nEpoch 0: |          | 4694/? [34:53<00:00,  2.24it/s]\nEpoch 0: |          | 4695/? [34:54<00:00,  2.24it/s]\nEpoch 0: |          | 4695/? [34:54<00:00,  2.24it/s]\nEpoch 0: |          | 4696/? [34:54<00:00,  2.24it/s]\nEpoch 0: |          | 4696/? [34:54<00:00,  2.24it/s]\nEpoch 0: |          | 4697/? [34:55<00:00,  2.24it/s]\nEpoch 0: |          | 4697/? [34:55<00:00,  2.24it/s]\nEpoch 0: |          | 4698/? [34:55<00:00,  2.24it/s]\nEpoch 0: |          | 4698/? [34:55<00:00,  2.24it/s]\nEpoch 0: |          | 4699/? [34:55<00:00,  2.24it/s]\nEpoch 0: |          | 4699/? [34:55<00:00,  2.24it/s]\nEpoch 0: |          | 4700/? [34:56<00:00,  2.24it/s]\nEpoch 0: |          | 4700/? [34:56<00:00,  2.24it/s]\nEpoch 0: |          | 4701/? [34:56<00:00,  2.24it/s]\nEpoch 0: |          | 4701/? [34:56<00:00,  2.24it/s]\nEpoch 0: |          | 4702/? [34:57<00:00,  2.24it/s]\nEpoch 0: |          | 4702/? [34:57<00:00,  2.24it/s]\nEpoch 0: |          | 4703/? [34:57<00:00,  2.24it/s]\nEpoch 0: |          | 4703/? [34:57<00:00,  2.24it/s]\nEpoch 0: |          | 4704/? [34:57<00:00,  2.24it/s]\nEpoch 0: |          | 4704/? [34:57<00:00,  2.24it/s]\nEpoch 0: |          | 4705/? [34:58<00:00,  2.24it/s]\nEpoch 0: |          | 4705/? [34:58<00:00,  2.24it/s]\nEpoch 0: |          | 4706/? [34:58<00:00,  2.24it/s]\nEpoch 0: |          | 4706/? [34:58<00:00,  2.24it/s]\nEpoch 0: |          | 4707/? [34:58<00:00,  2.24it/s]\nEpoch 0: |          | 4707/? [34:58<00:00,  2.24it/s]\nEpoch 0: |          | 4708/? [34:59<00:00,  2.24it/s]\nEpoch 0: |          | 4708/? [34:59<00:00,  2.24it/s]\nEpoch 0: |          | 4709/? [34:59<00:00,  2.24it/s]\nEpoch 0: |          | 4709/? [34:59<00:00,  2.24it/s]\nEpoch 0: |          | 4710/? [35:00<00:00,  2.24it/s]\nEpoch 0: |          | 4710/? [35:00<00:00,  2.24it/s]\nEpoch 0: |          | 4711/? [35:00<00:00,  2.24it/s]\nEpoch 0: |          | 4711/? [35:00<00:00,  2.24it/s]\nEpoch 0: |          | 4712/? [35:00<00:00,  2.24it/s]\nEpoch 0: |          | 4712/? [35:00<00:00,  2.24it/s]\nEpoch 0: |          | 4713/? [35:01<00:00,  2.24it/s]\nEpoch 0: |          | 4713/? [35:01<00:00,  2.24it/s]\nEpoch 0: |          | 4714/? [35:01<00:00,  2.24it/s]\nEpoch 0: |          | 4714/? [35:01<00:00,  2.24it/s]\nEpoch 0: |          | 4715/? [35:02<00:00,  2.24it/s]\nEpoch 0: |          | 4715/? [35:02<00:00,  2.24it/s]\nEpoch 0: |          | 4716/? [35:02<00:00,  2.24it/s]\nEpoch 0: |          | 4716/? [35:02<00:00,  2.24it/s]\nEpoch 0: |          | 4717/? [35:02<00:00,  2.24it/s]\nEpoch 0: |          | 4717/? [35:02<00:00,  2.24it/s]\nEpoch 0: |          | 4718/? [35:03<00:00,  2.24it/s]\nEpoch 0: |          | 4718/? [35:03<00:00,  2.24it/s]\nEpoch 0: |          | 4719/? [35:03<00:00,  2.24it/s]\nEpoch 0: |          | 4719/? [35:03<00:00,  2.24it/s]\nEpoch 0: |          | 4720/? [35:03<00:00,  2.24it/s]\nEpoch 0: |          | 4720/? [35:03<00:00,  2.24it/s]\nEpoch 0: |          | 4721/? [35:04<00:00,  2.24it/s]\nEpoch 0: |          | 4721/? [35:04<00:00,  2.24it/s]\nEpoch 0: |          | 4722/? [35:04<00:00,  2.24it/s]\nEpoch 0: |          | 4722/? [35:04<00:00,  2.24it/s]\nEpoch 0: |          | 4723/? [35:05<00:00,  2.24it/s]\nEpoch 0: |          | 4723/? [35:05<00:00,  2.24it/s]\nEpoch 0: |          | 4724/? [35:05<00:00,  2.24it/s]\nEpoch 0: |          | 4724/? [35:05<00:00,  2.24it/s]\nEpoch 0: |          | 4725/? [35:05<00:00,  2.24it/s]\nEpoch 0: |          | 4725/? [35:05<00:00,  2.24it/s]\nEpoch 0: |          | 4726/? [35:06<00:00,  2.24it/s]\nEpoch 0: |          | 4726/? [35:06<00:00,  2.24it/s]\nEpoch 0: |          | 4727/? [35:06<00:00,  2.24it/s]\nEpoch 0: |          | 4727/? [35:06<00:00,  2.24it/s]\nEpoch 0: |          | 4728/? [35:06<00:00,  2.24it/s]\nEpoch 0: |          | 4728/? [35:06<00:00,  2.24it/s]\nEpoch 0: |          | 4729/? [35:07<00:00,  2.24it/s]\nEpoch 0: |          | 4729/? [35:07<00:00,  2.24it/s]\nEpoch 0: |          | 4730/? [35:07<00:00,  2.24it/s]\nEpoch 0: |          | 4730/? [35:07<00:00,  2.24it/s]\nEpoch 0: |          | 4731/? [35:08<00:00,  2.24it/s]\nEpoch 0: |          | 4731/? [35:08<00:00,  2.24it/s]\nEpoch 0: |          | 4732/? [35:08<00:00,  2.24it/s]\nEpoch 0: |          | 4732/? [35:08<00:00,  2.24it/s]\nEpoch 0: |          | 4733/? [35:08<00:00,  2.24it/s]\nEpoch 0: |          | 4733/? [35:08<00:00,  2.24it/s]\nEpoch 0: |          | 4734/? [35:09<00:00,  2.24it/s]\nEpoch 0: |          | 4734/? [35:09<00:00,  2.24it/s]\nEpoch 0: |          | 4735/? [35:09<00:00,  2.24it/s]\nEpoch 0: |          | 4735/? [35:09<00:00,  2.24it/s]\nEpoch 0: |          | 4736/? [35:10<00:00,  2.24it/s]\nEpoch 0: |          | 4736/? [35:10<00:00,  2.24it/s]\nEpoch 0: |          | 4737/? [35:10<00:00,  2.24it/s]\nEpoch 0: |          | 4737/? [35:10<00:00,  2.24it/s]\nEpoch 0: |          | 4738/? [35:10<00:00,  2.24it/s]\nEpoch 0: |          | 4738/? [35:10<00:00,  2.24it/s]\nEpoch 0: |          | 4739/? [35:11<00:00,  2.24it/s]\nEpoch 0: |          | 4739/? [35:11<00:00,  2.24it/s]\nEpoch 0: |          | 4740/? [35:11<00:00,  2.24it/s]\nEpoch 0: |          | 4740/? [35:11<00:00,  2.24it/s]\nEpoch 0: |          | 4741/? [35:11<00:00,  2.24it/s]\nEpoch 0: |          | 4741/? [35:11<00:00,  2.24it/s]\nEpoch 0: |          | 4742/? [35:12<00:00,  2.24it/s]\nEpoch 0: |          | 4742/? [35:12<00:00,  2.24it/s]\nEpoch 0: |          | 4743/? [35:12<00:00,  2.24it/s]\nEpoch 0: |          | 4743/? [35:12<00:00,  2.24it/s]\nEpoch 0: |          | 4744/? [35:13<00:00,  2.25it/s]\nEpoch 0: |          | 4744/? [35:13<00:00,  2.25it/s]\nEpoch 0: |          | 4745/? [35:13<00:00,  2.25it/s]\nEpoch 0: |          | 4745/? [35:13<00:00,  2.25it/s]\nEpoch 0: |          | 4746/? [35:13<00:00,  2.25it/s]\nEpoch 0: |          | 4746/? [35:13<00:00,  2.25it/s]\nEpoch 0: |          | 4747/? [35:14<00:00,  2.25it/s]\nEpoch 0: |          | 4747/? [35:14<00:00,  2.25it/s]\nEpoch 0: |          | 4748/? [35:14<00:00,  2.25it/s]\nEpoch 0: |          | 4748/? [35:14<00:00,  2.25it/s]\nEpoch 0: |          | 4749/? [35:14<00:00,  2.25it/s]\nEpoch 0: |          | 4749/? [35:14<00:00,  2.25it/s]\nEpoch 0: |          | 4750/? [35:15<00:00,  2.25it/s]\nEpoch 0: |          | 4750/? [35:15<00:00,  2.25it/s]\nEpoch 0: |          | 4751/? [35:15<00:00,  2.25it/s]\nEpoch 0: |          | 4751/? [35:15<00:00,  2.25it/s]\nEpoch 0: |          | 4752/? [35:16<00:00,  2.25it/s]\nEpoch 0: |          | 4752/? [35:16<00:00,  2.25it/s]\nEpoch 0: |          | 4753/? [35:16<00:00,  2.25it/s]\nEpoch 0: |          | 4753/? [35:16<00:00,  2.25it/s]\nEpoch 0: |          | 4754/? [35:16<00:00,  2.25it/s]\nEpoch 0: |          | 4754/? [35:16<00:00,  2.25it/s]\nEpoch 0: |          | 4755/? [35:17<00:00,  2.25it/s]\nEpoch 0: |          | 4755/? [35:17<00:00,  2.25it/s]\nEpoch 0: |          | 4756/? [35:17<00:00,  2.25it/s]\nEpoch 0: |          | 4756/? [35:17<00:00,  2.25it/s]\nEpoch 0: |          | 4757/? [35:18<00:00,  2.25it/s]\nEpoch 0: |          | 4757/? [35:18<00:00,  2.25it/s]\nEpoch 0: |          | 4758/? [35:18<00:00,  2.25it/s]\nEpoch 0: |          | 4758/? [35:18<00:00,  2.25it/s]\nEpoch 0: |          | 4759/? [35:18<00:00,  2.25it/s]\nEpoch 0: |          | 4759/? [35:18<00:00,  2.25it/s]\nEpoch 0: |          | 4760/? [35:19<00:00,  2.25it/s]\nEpoch 0: |          | 4760/? [35:19<00:00,  2.25it/s]\nEpoch 0: |          | 4761/? [35:19<00:00,  2.25it/s]\nEpoch 0: |          | 4761/? [35:19<00:00,  2.25it/s]\nEpoch 0: |          | 4762/? [35:19<00:00,  2.25it/s]\nEpoch 0: |          | 4762/? [35:19<00:00,  2.25it/s]\nEpoch 0: |          | 4763/? [35:20<00:00,  2.25it/s]\nEpoch 0: |          | 4763/? [35:20<00:00,  2.25it/s]\nEpoch 0: |          | 4764/? [35:20<00:00,  2.25it/s]\nEpoch 0: |          | 4764/? [35:20<00:00,  2.25it/s]\nEpoch 0: |          | 4765/? [35:21<00:00,  2.25it/s]\nEpoch 0: |          | 4765/? [35:21<00:00,  2.25it/s]\nEpoch 0: |          | 4766/? [35:21<00:00,  2.25it/s]\nEpoch 0: |          | 4766/? [35:21<00:00,  2.25it/s]\nEpoch 0: |          | 4767/? [35:21<00:00,  2.25it/s]\nEpoch 0: |          | 4767/? [35:21<00:00,  2.25it/s]\nEpoch 0: |          | 4768/? [35:22<00:00,  2.25it/s]\nEpoch 0: |          | 4768/? [35:22<00:00,  2.25it/s]\nEpoch 0: |          | 4769/? [35:22<00:00,  2.25it/s]\nEpoch 0: |          | 4769/? [35:22<00:00,  2.25it/s]\nEpoch 0: |          | 4770/? [35:22<00:00,  2.25it/s]\nEpoch 0: |          | 4770/? [35:22<00:00,  2.25it/s]\nEpoch 0: |          | 4771/? [35:23<00:00,  2.25it/s]\nEpoch 0: |          | 4771/? [35:23<00:00,  2.25it/s]\nEpoch 0: |          | 4772/? [35:23<00:00,  2.25it/s]\nEpoch 0: |          | 4772/? [35:23<00:00,  2.25it/s]\nEpoch 0: |          | 4773/? [35:24<00:00,  2.25it/s]\nEpoch 0: |          | 4773/? [35:24<00:00,  2.25it/s]\nEpoch 0: |          | 4774/? [35:24<00:00,  2.25it/s]\nEpoch 0: |          | 4774/? [35:24<00:00,  2.25it/s]\nEpoch 0: |          | 4775/? [35:24<00:00,  2.25it/s]\nEpoch 0: |          | 4775/? [35:24<00:00,  2.25it/s]\nEpoch 0: |          | 4776/? [35:25<00:00,  2.25it/s]\nEpoch 0: |          | 4776/? [35:25<00:00,  2.25it/s]\nEpoch 0: |          | 4777/? [35:25<00:00,  2.25it/s]\nEpoch 0: |          | 4777/? [35:25<00:00,  2.25it/s]\nEpoch 0: |          | 4778/? [35:25<00:00,  2.25it/s]\nEpoch 0: |          | 4778/? [35:25<00:00,  2.25it/s]\nEpoch 0: |          | 4779/? [35:26<00:00,  2.25it/s]\nEpoch 0: |          | 4779/? [35:26<00:00,  2.25it/s]\nEpoch 0: |          | 4780/? [35:26<00:00,  2.25it/s]\nEpoch 0: |          | 4780/? [35:26<00:00,  2.25it/s]\nEpoch 0: |          | 4781/? [35:27<00:00,  2.25it/s]\nEpoch 0: |          | 4781/? [35:27<00:00,  2.25it/s]\nEpoch 0: |          | 4782/? [35:27<00:00,  2.25it/s]\nEpoch 0: |          | 4782/? [35:27<00:00,  2.25it/s]\nEpoch 0: |          | 4783/? [35:27<00:00,  2.25it/s]\nEpoch 0: |          | 4783/? [35:27<00:00,  2.25it/s]\nEpoch 0: |          | 4784/? [35:28<00:00,  2.25it/s]\nEpoch 0: |          | 4784/? [35:28<00:00,  2.25it/s]\nEpoch 0: |          | 4785/? [35:28<00:00,  2.25it/s]\nEpoch 0: |          | 4785/? [35:28<00:00,  2.25it/s]\nEpoch 0: |          | 4786/? [35:29<00:00,  2.25it/s]\nEpoch 0: |          | 4786/? [35:29<00:00,  2.25it/s]\nEpoch 0: |          | 4787/? [35:29<00:00,  2.25it/s]\nEpoch 0: |          | 4787/? [35:29<00:00,  2.25it/s]\nEpoch 0: |          | 4788/? [35:29<00:00,  2.25it/s]\nEpoch 0: |          | 4788/? [35:29<00:00,  2.25it/s]\nEpoch 0: |          | 4789/? [35:30<00:00,  2.25it/s]\nEpoch 0: |          | 4789/? [35:30<00:00,  2.25it/s]\nEpoch 0: |          | 4790/? [35:30<00:00,  2.25it/s]\nEpoch 0: |          | 4790/? [35:30<00:00,  2.25it/s]\nEpoch 0: |          | 4791/? [35:30<00:00,  2.25it/s]\nEpoch 0: |          | 4791/? [35:30<00:00,  2.25it/s]\nEpoch 0: |          | 4792/? [35:31<00:00,  2.25it/s]\nEpoch 0: |          | 4792/? [35:31<00:00,  2.25it/s]\nEpoch 0: |          | 4793/? [35:31<00:00,  2.25it/s]\nEpoch 0: |          | 4793/? [35:31<00:00,  2.25it/s]\nEpoch 0: |          | 4794/? [35:32<00:00,  2.25it/s]\nEpoch 0: |          | 4794/? [35:32<00:00,  2.25it/s]\nEpoch 0: |          | 4795/? [35:32<00:00,  2.25it/s]\nEpoch 0: |          | 4795/? [35:32<00:00,  2.25it/s]\nEpoch 0: |          | 4796/? [35:32<00:00,  2.25it/s]\nEpoch 0: |          | 4796/? [35:32<00:00,  2.25it/s]\nEpoch 0: |          | 4797/? [35:33<00:00,  2.25it/s]\nEpoch 0: |          | 4797/? [35:33<00:00,  2.25it/s]\nEpoch 0: |          | 4798/? [35:33<00:00,  2.25it/s]\nEpoch 0: |          | 4798/? [35:33<00:00,  2.25it/s]\nEpoch 0: |          | 4799/? [35:34<00:00,  2.25it/s]\nEpoch 0: |          | 4799/? [35:34<00:00,  2.25it/s]\nEpoch 0: |          | 4800/? [35:34<00:00,  2.25it/s]\nEpoch 0: |          | 4800/? [35:34<00:00,  2.25it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  8.41it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.40it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.37it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.54it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 4800/? [35:34<00:00,  2.25it/s]\nEpoch 0: |          | 4801/? [35:35<00:00,  2.25it/s]\nEpoch 0: |          | 4801/? [35:35<00:00,  2.25it/s]\nEpoch 0: |          | 4802/? [35:35<00:00,  2.25it/s]\nEpoch 0: |          | 4802/? [35:35<00:00,  2.25it/s]\nEpoch 0: |          | 4803/? [35:36<00:00,  2.25it/s]\nEpoch 0: |          | 4803/? [35:36<00:00,  2.25it/s]\nEpoch 0: |          | 4804/? [35:36<00:00,  2.25it/s]\nEpoch 0: |          | 4804/? [35:36<00:00,  2.25it/s]\nEpoch 0: |          | 4805/? [35:36<00:00,  2.25it/s]\nEpoch 0: |          | 4805/? [35:36<00:00,  2.25it/s]\nEpoch 0: |          | 4806/? [35:37<00:00,  2.25it/s]\nEpoch 0: |          | 4806/? [35:37<00:00,  2.25it/s]\nEpoch 0: |          | 4807/? [35:37<00:00,  2.25it/s]\nEpoch 0: |          | 4807/? [35:37<00:00,  2.25it/s]\nEpoch 0: |          | 4808/? [35:37<00:00,  2.25it/s]\nEpoch 0: |          | 4808/? [35:37<00:00,  2.25it/s]\nEpoch 0: |          | 4809/? [35:38<00:00,  2.25it/s]\nEpoch 0: |          | 4809/? [35:38<00:00,  2.25it/s]\nEpoch 0: |          | 4810/? [35:38<00:00,  2.25it/s]\nEpoch 0: |          | 4810/? [35:38<00:00,  2.25it/s]\nEpoch 0: |          | 4811/? [35:39<00:00,  2.25it/s]\nEpoch 0: |          | 4811/? [35:39<00:00,  2.25it/s]\nEpoch 0: |          | 4812/? [35:39<00:00,  2.25it/s]\nEpoch 0: |          | 4812/? [35:39<00:00,  2.25it/s]\nEpoch 0: |          | 4813/? [35:39<00:00,  2.25it/s]\nEpoch 0: |          | 4813/? [35:39<00:00,  2.25it/s]\nEpoch 0: |          | 4814/? [35:40<00:00,  2.25it/s]\nEpoch 0: |          | 4814/? [35:40<00:00,  2.25it/s]\nEpoch 0: |          | 4815/? [35:40<00:00,  2.25it/s]\nEpoch 0: |          | 4815/? [35:40<00:00,  2.25it/s]\nEpoch 0: |          | 4816/? [35:40<00:00,  2.25it/s]\nEpoch 0: |          | 4816/? [35:40<00:00,  2.25it/s]\nEpoch 0: |          | 4817/? [35:41<00:00,  2.25it/s]\nEpoch 0: |          | 4817/? [35:41<00:00,  2.25it/s]\nEpoch 0: |          | 4818/? [35:41<00:00,  2.25it/s]\nEpoch 0: |          | 4818/? [35:41<00:00,  2.25it/s]\nEpoch 0: |          | 4819/? [35:42<00:00,  2.25it/s]\nEpoch 0: |          | 4819/? [35:42<00:00,  2.25it/s]\nEpoch 0: |          | 4820/? [35:42<00:00,  2.25it/s]\nEpoch 0: |          | 4820/? [35:42<00:00,  2.25it/s]\nEpoch 0: |          | 4821/? [35:42<00:00,  2.25it/s]\nEpoch 0: |          | 4821/? [35:42<00:00,  2.25it/s]\nEpoch 0: |          | 4822/? [35:43<00:00,  2.25it/s]\nEpoch 0: |          | 4822/? [35:43<00:00,  2.25it/s]\nEpoch 0: |          | 4823/? [35:43<00:00,  2.25it/s]\nEpoch 0: |          | 4823/? [35:43<00:00,  2.25it/s]\nEpoch 0: |          | 4824/? [35:43<00:00,  2.25it/s]\nEpoch 0: |          | 4824/? [35:43<00:00,  2.25it/s]\nEpoch 0: |          | 4825/? [35:44<00:00,  2.25it/s]\nEpoch 0: |          | 4825/? [35:44<00:00,  2.25it/s]\nEpoch 0: |          | 4826/? [35:44<00:00,  2.25it/s]\nEpoch 0: |          | 4826/? [35:44<00:00,  2.25it/s]\nEpoch 0: |          | 4827/? [35:45<00:00,  2.25it/s]\nEpoch 0: |          | 4827/? [35:45<00:00,  2.25it/s]\nEpoch 0: |          | 4828/? [35:45<00:00,  2.25it/s]\nEpoch 0: |          | 4828/? [35:45<00:00,  2.25it/s]\nEpoch 0: |          | 4829/? [35:45<00:00,  2.25it/s]\nEpoch 0: |          | 4829/? [35:45<00:00,  2.25it/s]\nEpoch 0: |          | 4830/? [35:46<00:00,  2.25it/s]\nEpoch 0: |          | 4830/? [35:46<00:00,  2.25it/s]\nEpoch 0: |          | 4831/? [35:46<00:00,  2.25it/s]\nEpoch 0: |          | 4831/? [35:46<00:00,  2.25it/s]\nEpoch 0: |          | 4832/? [35:47<00:00,  2.25it/s]\nEpoch 0: |          | 4832/? [35:47<00:00,  2.25it/s]\nEpoch 0: |          | 4833/? [35:47<00:00,  2.25it/s]\nEpoch 0: |          | 4833/? [35:47<00:00,  2.25it/s]\nEpoch 0: |          | 4834/? [35:47<00:00,  2.25it/s]\nEpoch 0: |          | 4834/? [35:47<00:00,  2.25it/s]\nEpoch 0: |          | 4835/? [35:48<00:00,  2.25it/s]\nEpoch 0: |          | 4835/? [35:48<00:00,  2.25it/s]\nEpoch 0: |          | 4836/? [35:48<00:00,  2.25it/s]\nEpoch 0: |          | 4836/? [35:48<00:00,  2.25it/s]\nEpoch 0: |          | 4837/? [35:48<00:00,  2.25it/s]\nEpoch 0: |          | 4837/? [35:48<00:00,  2.25it/s]\nEpoch 0: |          | 4838/? [35:49<00:00,  2.25it/s]\nEpoch 0: |          | 4838/? [35:49<00:00,  2.25it/s]\nEpoch 0: |          | 4839/? [35:49<00:00,  2.25it/s]\nEpoch 0: |          | 4839/? [35:49<00:00,  2.25it/s]\nEpoch 0: |          | 4840/? [35:50<00:00,  2.25it/s]\nEpoch 0: |          | 4840/? [35:50<00:00,  2.25it/s]\nEpoch 0: |          | 4841/? [35:50<00:00,  2.25it/s]\nEpoch 0: |          | 4841/? [35:50<00:00,  2.25it/s]\nEpoch 0: |          | 4842/? [35:50<00:00,  2.25it/s]\nEpoch 0: |          | 4842/? [35:50<00:00,  2.25it/s]\nEpoch 0: |          | 4843/? [35:51<00:00,  2.25it/s]\nEpoch 0: |          | 4843/? [35:51<00:00,  2.25it/s]\nEpoch 0: |          | 4844/? [35:51<00:00,  2.25it/s]\nEpoch 0: |          | 4844/? [35:51<00:00,  2.25it/s]\nEpoch 0: |          | 4845/? [35:51<00:00,  2.25it/s]\nEpoch 0: |          | 4845/? [35:51<00:00,  2.25it/s]\nEpoch 0: |          | 4846/? [35:52<00:00,  2.25it/s]\nEpoch 0: |          | 4846/? [35:52<00:00,  2.25it/s]\nEpoch 0: |          | 4847/? [35:52<00:00,  2.25it/s]\nEpoch 0: |          | 4847/? [35:52<00:00,  2.25it/s]\nEpoch 0: |          | 4848/? [35:53<00:00,  2.25it/s]\nEpoch 0: |          | 4848/? [35:53<00:00,  2.25it/s]\nEpoch 0: |          | 4849/? [35:53<00:00,  2.25it/s]\nEpoch 0: |          | 4849/? [35:53<00:00,  2.25it/s]\nEpoch 0: |          | 4850/? [35:53<00:00,  2.25it/s]\nEpoch 0: |          | 4850/? [35:53<00:00,  2.25it/s]\nEpoch 0: |          | 4851/? [35:54<00:00,  2.25it/s]\nEpoch 0: |          | 4851/? [35:54<00:00,  2.25it/s]\nEpoch 0: |          | 4852/? [35:54<00:00,  2.25it/s]\nEpoch 0: |          | 4852/? [35:54<00:00,  2.25it/s]\nEpoch 0: |          | 4853/? [35:55<00:00,  2.25it/s]\nEpoch 0: |          | 4853/? [35:55<00:00,  2.25it/s]\nEpoch 0: |          | 4854/? [35:55<00:00,  2.25it/s]\nEpoch 0: |          | 4854/? [35:55<00:00,  2.25it/s]\nEpoch 0: |          | 4855/? [35:55<00:00,  2.25it/s]\nEpoch 0: |          | 4855/? [35:55<00:00,  2.25it/s]\nEpoch 0: |          | 4856/? [35:56<00:00,  2.25it/s]\nEpoch 0: |          | 4856/? [35:56<00:00,  2.25it/s]\nEpoch 0: |          | 4857/? [35:56<00:00,  2.25it/s]\nEpoch 0: |          | 4857/? [35:56<00:00,  2.25it/s]\nEpoch 0: |          | 4858/? [35:56<00:00,  2.25it/s]\nEpoch 0: |          | 4858/? [35:56<00:00,  2.25it/s]\nEpoch 0: |          | 4859/? [35:57<00:00,  2.25it/s]\nEpoch 0: |          | 4859/? [35:57<00:00,  2.25it/s]\nEpoch 0: |          | 4860/? [35:57<00:00,  2.25it/s]\nEpoch 0: |          | 4860/? [35:57<00:00,  2.25it/s]\nEpoch 0: |          | 4861/? [35:58<00:00,  2.25it/s]\nEpoch 0: |          | 4861/? [35:58<00:00,  2.25it/s]\nEpoch 0: |          | 4862/? [35:58<00:00,  2.25it/s]\nEpoch 0: |          | 4862/? [35:58<00:00,  2.25it/s]\nEpoch 0: |          | 4863/? [35:58<00:00,  2.25it/s]\nEpoch 0: |          | 4863/? [35:58<00:00,  2.25it/s]\nEpoch 0: |          | 4864/? [35:59<00:00,  2.25it/s]\nEpoch 0: |          | 4864/? [35:59<00:00,  2.25it/s]\nEpoch 0: |          | 4865/? [35:59<00:00,  2.25it/s]\nEpoch 0: |          | 4865/? [35:59<00:00,  2.25it/s]\nEpoch 0: |          | 4866/? [35:59<00:00,  2.25it/s]\nEpoch 0: |          | 4866/? [35:59<00:00,  2.25it/s]\nEpoch 0: |          | 4867/? [36:00<00:00,  2.25it/s]\nEpoch 0: |          | 4867/? [36:00<00:00,  2.25it/s]\nEpoch 0: |          | 4868/? [36:00<00:00,  2.25it/s]\nEpoch 0: |          | 4868/? [36:00<00:00,  2.25it/s]\nEpoch 0: |          | 4869/? [36:01<00:00,  2.25it/s]\nEpoch 0: |          | 4869/? [36:01<00:00,  2.25it/s]\nEpoch 0: |          | 4870/? [36:01<00:00,  2.25it/s]\nEpoch 0: |          | 4870/? [36:01<00:00,  2.25it/s]\nEpoch 0: |          | 4871/? [36:01<00:00,  2.25it/s]\nEpoch 0: |          | 4871/? [36:01<00:00,  2.25it/s]\nEpoch 0: |          | 4872/? [36:02<00:00,  2.25it/s]\nEpoch 0: |          | 4872/? [36:02<00:00,  2.25it/s]\nEpoch 0: |          | 4873/? [36:02<00:00,  2.25it/s]\nEpoch 0: |          | 4873/? [36:02<00:00,  2.25it/s]\nEpoch 0: |          | 4874/? [36:02<00:00,  2.25it/s]\nEpoch 0: |          | 4874/? [36:02<00:00,  2.25it/s]\nEpoch 0: |          | 4875/? [36:03<00:00,  2.25it/s]\nEpoch 0: |          | 4875/? [36:03<00:00,  2.25it/s]\nEpoch 0: |          | 4876/? [36:03<00:00,  2.25it/s]\nEpoch 0: |          | 4876/? [36:03<00:00,  2.25it/s]\nEpoch 0: |          | 4877/? [36:04<00:00,  2.25it/s]\nEpoch 0: |          | 4877/? [36:04<00:00,  2.25it/s]\nEpoch 0: |          | 4878/? [36:04<00:00,  2.25it/s]\nEpoch 0: |          | 4878/? [36:04<00:00,  2.25it/s]\nEpoch 0: |          | 4879/? [36:04<00:00,  2.25it/s]\nEpoch 0: |          | 4879/? [36:04<00:00,  2.25it/s]\nEpoch 0: |          | 4880/? [36:05<00:00,  2.25it/s]\nEpoch 0: |          | 4880/? [36:05<00:00,  2.25it/s]\nEpoch 0: |          | 4881/? [36:05<00:00,  2.25it/s]\nEpoch 0: |          | 4881/? [36:05<00:00,  2.25it/s]\nEpoch 0: |          | 4882/? [36:06<00:00,  2.25it/s]\nEpoch 0: |          | 4882/? [36:06<00:00,  2.25it/s]\nEpoch 0: |          | 4883/? [36:06<00:00,  2.25it/s]\nEpoch 0: |          | 4883/? [36:06<00:00,  2.25it/s]\nEpoch 0: |          | 4884/? [36:06<00:00,  2.25it/s]\nEpoch 0: |          | 4884/? [36:06<00:00,  2.25it/s]\nEpoch 0: |          | 4885/? [36:07<00:00,  2.25it/s]\nEpoch 0: |          | 4885/? [36:07<00:00,  2.25it/s]\nEpoch 0: |          | 4886/? [36:07<00:00,  2.25it/s]\nEpoch 0: |          | 4886/? [36:07<00:00,  2.25it/s]\nEpoch 0: |          | 4887/? [36:07<00:00,  2.25it/s]\nEpoch 0: |          | 4887/? [36:07<00:00,  2.25it/s]\nEpoch 0: |          | 4888/? [36:08<00:00,  2.25it/s]\nEpoch 0: |          | 4888/? [36:08<00:00,  2.25it/s]\nEpoch 0: |          | 4889/? [36:08<00:00,  2.25it/s]\nEpoch 0: |          | 4889/? [36:08<00:00,  2.25it/s]\nEpoch 0: |          | 4890/? [36:09<00:00,  2.25it/s]\nEpoch 0: |          | 4890/? [36:09<00:00,  2.25it/s]\nEpoch 0: |          | 4891/? [36:09<00:00,  2.25it/s]\nEpoch 0: |          | 4891/? [36:09<00:00,  2.25it/s]\nEpoch 0: |          | 4892/? [36:09<00:00,  2.25it/s]\nEpoch 0: |          | 4892/? [36:09<00:00,  2.25it/s]\nEpoch 0: |          | 4893/? [36:10<00:00,  2.25it/s]\nEpoch 0: |          | 4893/? [36:10<00:00,  2.25it/s]\nEpoch 0: |          | 4894/? [36:10<00:00,  2.25it/s]\nEpoch 0: |          | 4894/? [36:10<00:00,  2.25it/s]\nEpoch 0: |          | 4895/? [36:10<00:00,  2.25it/s]\nEpoch 0: |          | 4895/? [36:10<00:00,  2.25it/s]\nEpoch 0: |          | 4896/? [36:11<00:00,  2.25it/s]\nEpoch 0: |          | 4896/? [36:11<00:00,  2.25it/s]\nEpoch 0: |          | 4897/? [36:11<00:00,  2.25it/s]\nEpoch 0: |          | 4897/? [36:11<00:00,  2.25it/s]\nEpoch 0: |          | 4898/? [36:12<00:00,  2.25it/s]\nEpoch 0: |          | 4898/? [36:12<00:00,  2.25it/s]\nEpoch 0: |          | 4899/? [36:12<00:00,  2.26it/s]\nEpoch 0: |          | 4899/? [36:12<00:00,  2.26it/s]\nEpoch 0: |          | 4900/? [36:12<00:00,  2.26it/s]\nEpoch 0: |          | 4900/? [36:12<00:00,  2.26it/s]\nEpoch 0: |          | 4901/? [36:13<00:00,  2.26it/s]\nEpoch 0: |          | 4901/? [36:13<00:00,  2.26it/s]\nEpoch 0: |          | 4902/? [36:13<00:00,  2.26it/s]\nEpoch 0: |          | 4902/? [36:13<00:00,  2.26it/s]\nEpoch 0: |          | 4903/? [36:14<00:00,  2.26it/s]\nEpoch 0: |          | 4903/? [36:14<00:00,  2.26it/s]\nEpoch 0: |          | 4904/? [36:14<00:00,  2.26it/s]\nEpoch 0: |          | 4904/? [36:14<00:00,  2.26it/s]\nEpoch 0: |          | 4905/? [36:14<00:00,  2.26it/s]\nEpoch 0: |          | 4905/? [36:14<00:00,  2.26it/s]\nEpoch 0: |          | 4906/? [36:15<00:00,  2.26it/s]\nEpoch 0: |          | 4906/? [36:15<00:00,  2.26it/s]\nEpoch 0: |          | 4907/? [36:15<00:00,  2.26it/s]\nEpoch 0: |          | 4907/? [36:15<00:00,  2.26it/s]\nEpoch 0: |          | 4908/? [36:15<00:00,  2.26it/s]\nEpoch 0: |          | 4908/? [36:15<00:00,  2.26it/s]\nEpoch 0: |          | 4909/? [36:16<00:00,  2.26it/s]\nEpoch 0: |          | 4909/? [36:16<00:00,  2.26it/s]\nEpoch 0: |          | 4910/? [36:16<00:00,  2.26it/s]\nEpoch 0: |          | 4910/? [36:16<00:00,  2.26it/s]\nEpoch 0: |          | 4911/? [36:17<00:00,  2.26it/s]\nEpoch 0: |          | 4911/? [36:17<00:00,  2.26it/s]\nEpoch 0: |          | 4912/? [36:17<00:00,  2.26it/s]\nEpoch 0: |          | 4912/? [36:17<00:00,  2.26it/s]\nEpoch 0: |          | 4913/? [36:17<00:00,  2.26it/s]\nEpoch 0: |          | 4913/? [36:17<00:00,  2.26it/s]\nEpoch 0: |          | 4914/? [36:18<00:00,  2.26it/s]\nEpoch 0: |          | 4914/? [36:18<00:00,  2.26it/s]\nEpoch 0: |          | 4915/? [36:18<00:00,  2.26it/s]\nEpoch 0: |          | 4915/? [36:18<00:00,  2.26it/s]\nEpoch 0: |          | 4916/? [36:19<00:00,  2.26it/s]\nEpoch 0: |          | 4916/? [36:19<00:00,  2.26it/s]\nEpoch 0: |          | 4917/? [36:19<00:00,  2.26it/s]\nEpoch 0: |          | 4917/? [36:19<00:00,  2.26it/s]\nEpoch 0: |          | 4918/? [36:19<00:00,  2.26it/s]\nEpoch 0: |          | 4918/? [36:19<00:00,  2.26it/s]\nEpoch 0: |          | 4919/? [36:20<00:00,  2.26it/s]\nEpoch 0: |          | 4919/? [36:20<00:00,  2.26it/s]\nEpoch 0: |          | 4920/? [36:20<00:00,  2.26it/s]\nEpoch 0: |          | 4920/? [36:20<00:00,  2.26it/s]\nEpoch 0: |          | 4921/? [36:20<00:00,  2.26it/s]\nEpoch 0: |          | 4921/? [36:20<00:00,  2.26it/s]\nEpoch 0: |          | 4922/? [36:21<00:00,  2.26it/s]\nEpoch 0: |          | 4922/? [36:21<00:00,  2.26it/s]\nEpoch 0: |          | 4923/? [36:21<00:00,  2.26it/s]\nEpoch 0: |          | 4923/? [36:21<00:00,  2.26it/s]\nEpoch 0: |          | 4924/? [36:22<00:00,  2.26it/s]\nEpoch 0: |          | 4924/? [36:22<00:00,  2.26it/s]\nEpoch 0: |          | 4925/? [36:22<00:00,  2.26it/s]\nEpoch 0: |          | 4925/? [36:22<00:00,  2.26it/s]\nEpoch 0: |          | 4926/? [36:22<00:00,  2.26it/s]\nEpoch 0: |          | 4926/? [36:22<00:00,  2.26it/s]\nEpoch 0: |          | 4927/? [36:23<00:00,  2.26it/s]\nEpoch 0: |          | 4927/? [36:23<00:00,  2.26it/s]\nEpoch 0: |          | 4928/? [36:23<00:00,  2.26it/s]\nEpoch 0: |          | 4928/? [36:23<00:00,  2.26it/s]\nEpoch 0: |          | 4929/? [36:24<00:00,  2.26it/s]\nEpoch 0: |          | 4929/? [36:24<00:00,  2.26it/s]\nEpoch 0: |          | 4930/? [36:24<00:00,  2.26it/s]\nEpoch 0: |          | 4930/? [36:24<00:00,  2.26it/s]\nEpoch 0: |          | 4931/? [36:24<00:00,  2.26it/s]\nEpoch 0: |          | 4931/? [36:24<00:00,  2.26it/s]\nEpoch 0: |          | 4932/? [36:25<00:00,  2.26it/s]\nEpoch 0: |          | 4932/? [36:25<00:00,  2.26it/s]\nEpoch 0: |          | 4933/? [36:25<00:00,  2.26it/s]\nEpoch 0: |          | 4933/? [36:25<00:00,  2.26it/s]\nEpoch 0: |          | 4934/? [36:25<00:00,  2.26it/s]\nEpoch 0: |          | 4934/? [36:25<00:00,  2.26it/s]\nEpoch 0: |          | 4935/? [36:26<00:00,  2.26it/s]\nEpoch 0: |          | 4935/? [36:26<00:00,  2.26it/s]\nEpoch 0: |          | 4936/? [36:26<00:00,  2.26it/s]\nEpoch 0: |          | 4936/? [36:26<00:00,  2.26it/s]\nEpoch 0: |          | 4937/? [36:27<00:00,  2.26it/s]\nEpoch 0: |          | 4937/? [36:27<00:00,  2.26it/s]\nEpoch 0: |          | 4938/? [36:27<00:00,  2.26it/s]\nEpoch 0: |          | 4938/? [36:27<00:00,  2.26it/s]\nEpoch 0: |          | 4939/? [36:27<00:00,  2.26it/s]\nEpoch 0: |          | 4939/? [36:27<00:00,  2.26it/s]\nEpoch 0: |          | 4940/? [36:28<00:00,  2.26it/s]\nEpoch 0: |          | 4940/? [36:28<00:00,  2.26it/s]\nEpoch 0: |          | 4941/? [36:28<00:00,  2.26it/s]\nEpoch 0: |          | 4941/? [36:28<00:00,  2.26it/s]\nEpoch 0: |          | 4942/? [36:28<00:00,  2.26it/s]\nEpoch 0: |          | 4942/? [36:28<00:00,  2.26it/s]\nEpoch 0: |          | 4943/? [36:29<00:00,  2.26it/s]\nEpoch 0: |          | 4943/? [36:29<00:00,  2.26it/s]\nEpoch 0: |          | 4944/? [36:29<00:00,  2.26it/s]\nEpoch 0: |          | 4944/? [36:29<00:00,  2.26it/s]\nEpoch 0: |          | 4945/? [36:30<00:00,  2.26it/s]\nEpoch 0: |          | 4945/? [36:30<00:00,  2.26it/s]\nEpoch 0: |          | 4946/? [36:30<00:00,  2.26it/s]\nEpoch 0: |          | 4946/? [36:30<00:00,  2.26it/s]\nEpoch 0: |          | 4947/? [36:30<00:00,  2.26it/s]\nEpoch 0: |          | 4947/? [36:30<00:00,  2.26it/s]\nEpoch 0: |          | 4948/? [36:31<00:00,  2.26it/s]\nEpoch 0: |          | 4948/? [36:31<00:00,  2.26it/s]\nEpoch 0: |          | 4949/? [36:31<00:00,  2.26it/s]\nEpoch 0: |          | 4949/? [36:31<00:00,  2.26it/s]\nEpoch 0: |          | 4950/? [36:31<00:00,  2.26it/s]\nEpoch 0: |          | 4950/? [36:31<00:00,  2.26it/s]\nEpoch 0: |          | 4951/? [36:32<00:00,  2.26it/s]\nEpoch 0: |          | 4951/? [36:32<00:00,  2.26it/s]\nEpoch 0: |          | 4952/? [36:32<00:00,  2.26it/s]\nEpoch 0: |          | 4952/? [36:32<00:00,  2.26it/s]\nEpoch 0: |          | 4953/? [36:33<00:00,  2.26it/s]\nEpoch 0: |          | 4953/? [36:33<00:00,  2.26it/s]\nEpoch 0: |          | 4954/? [36:33<00:00,  2.26it/s]\nEpoch 0: |          | 4954/? [36:33<00:00,  2.26it/s]\nEpoch 0: |          | 4955/? [36:33<00:00,  2.26it/s]\nEpoch 0: |          | 4955/? [36:33<00:00,  2.26it/s]\nEpoch 0: |          | 4956/? [36:34<00:00,  2.26it/s]\nEpoch 0: |          | 4956/? [36:34<00:00,  2.26it/s]\nEpoch 0: |          | 4957/? [36:34<00:00,  2.26it/s]\nEpoch 0: |          | 4957/? [36:34<00:00,  2.26it/s]\nEpoch 0: |          | 4958/? [36:35<00:00,  2.26it/s]\nEpoch 0: |          | 4958/? [36:35<00:00,  2.26it/s]\nEpoch 0: |          | 4959/? [36:35<00:00,  2.26it/s]\nEpoch 0: |          | 4959/? [36:35<00:00,  2.26it/s]\nEpoch 0: |          | 4960/? [36:35<00:00,  2.26it/s]\nEpoch 0: |          | 4960/? [36:35<00:00,  2.26it/s]\nEpoch 0: |          | 4961/? [36:36<00:00,  2.26it/s]\nEpoch 0: |          | 4961/? [36:36<00:00,  2.26it/s]\nEpoch 0: |          | 4962/? [36:36<00:00,  2.26it/s]\nEpoch 0: |          | 4962/? [36:36<00:00,  2.26it/s]\nEpoch 0: |          | 4963/? [36:36<00:00,  2.26it/s]\nEpoch 0: |          | 4963/? [36:36<00:00,  2.26it/s]\nEpoch 0: |          | 4964/? [36:37<00:00,  2.26it/s]\nEpoch 0: |          | 4964/? [36:37<00:00,  2.26it/s]\nEpoch 0: |          | 4965/? [36:37<00:00,  2.26it/s]\nEpoch 0: |          | 4965/? [36:37<00:00,  2.26it/s]\nEpoch 0: |          | 4966/? [36:38<00:00,  2.26it/s]\nEpoch 0: |          | 4966/? [36:38<00:00,  2.26it/s]\nEpoch 0: |          | 4967/? [36:38<00:00,  2.26it/s]\nEpoch 0: |          | 4967/? [36:38<00:00,  2.26it/s]\nEpoch 0: |          | 4968/? [36:38<00:00,  2.26it/s]\nEpoch 0: |          | 4968/? [36:38<00:00,  2.26it/s]\nEpoch 0: |          | 4969/? [36:39<00:00,  2.26it/s]\nEpoch 0: |          | 4969/? [36:39<00:00,  2.26it/s]\nEpoch 0: |          | 4970/? [36:39<00:00,  2.26it/s]\nEpoch 0: |          | 4970/? [36:39<00:00,  2.26it/s]\nEpoch 0: |          | 4971/? [36:39<00:00,  2.26it/s]\nEpoch 0: |          | 4971/? [36:39<00:00,  2.26it/s]\nEpoch 0: |          | 4972/? [36:40<00:00,  2.26it/s]\nEpoch 0: |          | 4972/? [36:40<00:00,  2.26it/s]\nEpoch 0: |          | 4973/? [36:40<00:00,  2.26it/s]\nEpoch 0: |          | 4973/? [36:40<00:00,  2.26it/s]\nEpoch 0: |          | 4974/? [36:41<00:00,  2.26it/s]\nEpoch 0: |          | 4974/? [36:41<00:00,  2.26it/s]\nEpoch 0: |          | 4975/? [36:41<00:00,  2.26it/s]\nEpoch 0: |          | 4975/? [36:41<00:00,  2.26it/s]\nEpoch 0: |          | 4976/? [36:41<00:00,  2.26it/s]\nEpoch 0: |          | 4976/? [36:41<00:00,  2.26it/s]\nEpoch 0: |          | 4977/? [36:42<00:00,  2.26it/s]\nEpoch 0: |          | 4977/? [36:42<00:00,  2.26it/s]\nEpoch 0: |          | 4978/? [36:42<00:00,  2.26it/s]\nEpoch 0: |          | 4978/? [36:42<00:00,  2.26it/s]\nEpoch 0: |          | 4979/? [36:43<00:00,  2.26it/s]\nEpoch 0: |          | 4979/? [36:43<00:00,  2.26it/s]\nEpoch 0: |          | 4980/? [36:43<00:00,  2.26it/s]\nEpoch 0: |          | 4980/? [36:43<00:00,  2.26it/s]\nEpoch 0: |          | 4981/? [36:43<00:00,  2.26it/s]\nEpoch 0: |          | 4981/? [36:43<00:00,  2.26it/s]\nEpoch 0: |          | 4982/? [36:44<00:00,  2.26it/s]\nEpoch 0: |          | 4982/? [36:44<00:00,  2.26it/s]\nEpoch 0: |          | 4983/? [36:44<00:00,  2.26it/s]\nEpoch 0: |          | 4983/? [36:44<00:00,  2.26it/s]\nEpoch 0: |          | 4984/? [36:44<00:00,  2.26it/s]\nEpoch 0: |          | 4984/? [36:44<00:00,  2.26it/s]\nEpoch 0: |          | 4985/? [36:45<00:00,  2.26it/s]\nEpoch 0: |          | 4985/? [36:45<00:00,  2.26it/s]\nEpoch 0: |          | 4986/? [36:45<00:00,  2.26it/s]\nEpoch 0: |          | 4986/? [36:45<00:00,  2.26it/s]\nEpoch 0: |          | 4987/? [36:46<00:00,  2.26it/s]\nEpoch 0: |          | 4987/? [36:46<00:00,  2.26it/s]\nEpoch 0: |          | 4988/? [36:46<00:00,  2.26it/s]\nEpoch 0: |          | 4988/? [36:46<00:00,  2.26it/s]\nEpoch 0: |          | 4989/? [36:46<00:00,  2.26it/s]\nEpoch 0: |          | 4989/? [36:46<00:00,  2.26it/s]\nEpoch 0: |          | 4990/? [36:47<00:00,  2.26it/s]\nEpoch 0: |          | 4990/? [36:47<00:00,  2.26it/s]\nEpoch 0: |          | 4991/? [36:47<00:00,  2.26it/s]\nEpoch 0: |          | 4991/? [36:47<00:00,  2.26it/s]\nEpoch 0: |          | 4992/? [36:48<00:00,  2.26it/s]\nEpoch 0: |          | 4992/? [36:48<00:00,  2.26it/s]\nEpoch 0: |          | 4993/? [36:48<00:00,  2.26it/s]\nEpoch 0: |          | 4993/? [36:48<00:00,  2.26it/s]\nEpoch 0: |          | 4994/? [36:48<00:00,  2.26it/s]\nEpoch 0: |          | 4994/? [36:48<00:00,  2.26it/s]\nEpoch 0: |          | 4995/? [36:49<00:00,  2.26it/s]\nEpoch 0: |          | 4995/? [36:49<00:00,  2.26it/s]\nEpoch 0: |          | 4996/? [36:49<00:00,  2.26it/s]\nEpoch 0: |          | 4996/? [36:49<00:00,  2.26it/s]\nEpoch 0: |          | 4997/? [36:49<00:00,  2.26it/s]\nEpoch 0: |          | 4997/? [36:49<00:00,  2.26it/s]\nEpoch 0: |          | 4998/? [36:50<00:00,  2.26it/s]\nEpoch 0: |          | 4998/? [36:50<00:00,  2.26it/s]\nEpoch 0: |          | 4999/? [36:50<00:00,  2.26it/s]\nEpoch 0: |          | 4999/? [36:50<00:00,  2.26it/s]\nEpoch 0: |          | 5000/? [36:51<00:00,  2.26it/s]\nEpoch 0: |          | 5000/? [36:51<00:00,  2.26it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  8.64it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.38it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.31it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.46it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 5000/? [36:51<00:00,  2.26it/s]\nEpoch 0: |          | 5001/? [36:51<00:00,  2.26it/s]\nEpoch 0: |          | 5001/? [36:51<00:00,  2.26it/s]\nEpoch 0: |          | 5002/? [36:52<00:00,  2.26it/s]\nEpoch 0: |          | 5002/? [36:52<00:00,  2.26it/s]\nEpoch 0: |          | 5003/? [36:52<00:00,  2.26it/s]\nEpoch 0: |          | 5003/? [36:52<00:00,  2.26it/s]\nEpoch 0: |          | 5004/? [36:53<00:00,  2.26it/s]\nEpoch 0: |          | 5004/? [36:53<00:00,  2.26it/s]\nEpoch 0: |          | 5005/? [36:53<00:00,  2.26it/s]\nEpoch 0: |          | 5005/? [36:53<00:00,  2.26it/s]\nEpoch 0: |          | 5006/? [36:53<00:00,  2.26it/s]\nEpoch 0: |          | 5006/? [36:53<00:00,  2.26it/s]\nEpoch 0: |          | 5007/? [36:54<00:00,  2.26it/s]\nEpoch 0: |          | 5007/? [36:54<00:00,  2.26it/s]\nEpoch 0: |          | 5008/? [36:54<00:00,  2.26it/s]\nEpoch 0: |          | 5008/? [36:54<00:00,  2.26it/s]\nEpoch 0: |          | 5009/? [36:54<00:00,  2.26it/s]\nEpoch 0: |          | 5009/? [36:54<00:00,  2.26it/s]\nEpoch 0: |          | 5010/? [36:55<00:00,  2.26it/s]\nEpoch 0: |          | 5010/? [36:55<00:00,  2.26it/s]\nEpoch 0: |          | 5011/? [36:55<00:00,  2.26it/s]\nEpoch 0: |          | 5011/? [36:55<00:00,  2.26it/s]\nEpoch 0: |          | 5012/? [36:55<00:00,  2.26it/s]\nEpoch 0: |          | 5012/? [36:55<00:00,  2.26it/s]\nEpoch 0: |          | 5013/? [36:56<00:00,  2.26it/s]\nEpoch 0: |          | 5013/? [36:56<00:00,  2.26it/s]\nEpoch 0: |          | 5014/? [36:56<00:00,  2.26it/s]\nEpoch 0: |          | 5014/? [36:56<00:00,  2.26it/s]\nEpoch 0: |          | 5015/? [36:57<00:00,  2.26it/s]\nEpoch 0: |          | 5015/? [36:57<00:00,  2.26it/s]\nEpoch 0: |          | 5016/? [36:57<00:00,  2.26it/s]\nEpoch 0: |          | 5016/? [36:57<00:00,  2.26it/s]\nEpoch 0: |          | 5017/? [36:57<00:00,  2.26it/s]\nEpoch 0: |          | 5017/? [36:57<00:00,  2.26it/s]\nEpoch 0: |          | 5018/? [36:58<00:00,  2.26it/s]\nEpoch 0: |          | 5018/? [36:58<00:00,  2.26it/s]\nEpoch 0: |          | 5019/? [36:58<00:00,  2.26it/s]\nEpoch 0: |          | 5019/? [36:58<00:00,  2.26it/s]\nEpoch 0: |          | 5020/? [36:58<00:00,  2.26it/s]\nEpoch 0: |          | 5020/? [36:58<00:00,  2.26it/s]\nEpoch 0: |          | 5021/? [36:59<00:00,  2.26it/s]\nEpoch 0: |          | 5021/? [36:59<00:00,  2.26it/s]\nEpoch 0: |          | 5022/? [36:59<00:00,  2.26it/s]\nEpoch 0: |          | 5022/? [36:59<00:00,  2.26it/s]\nEpoch 0: |          | 5023/? [36:59<00:00,  2.26it/s]\nEpoch 0: |          | 5023/? [36:59<00:00,  2.26it/s]\nEpoch 0: |          | 5024/? [37:00<00:00,  2.26it/s]\nEpoch 0: |          | 5024/? [37:00<00:00,  2.26it/s]\nEpoch 0: |          | 5025/? [37:00<00:00,  2.26it/s]\nEpoch 0: |          | 5025/? [37:00<00:00,  2.26it/s]\nEpoch 0: |          | 5026/? [37:00<00:00,  2.26it/s]\nEpoch 0: |          | 5026/? [37:00<00:00,  2.26it/s]\nEpoch 0: |          | 5027/? [37:01<00:00,  2.26it/s]\nEpoch 0: |          | 5027/? [37:01<00:00,  2.26it/s]\nEpoch 0: |          | 5028/? [37:01<00:00,  2.26it/s]\nEpoch 0: |          | 5028/? [37:01<00:00,  2.26it/s]\nEpoch 0: |          | 5029/? [37:01<00:00,  2.26it/s]\nEpoch 0: |          | 5029/? [37:01<00:00,  2.26it/s]\nEpoch 0: |          | 5030/? [37:02<00:00,  2.26it/s]\nEpoch 0: |          | 5030/? [37:02<00:00,  2.26it/s]\nEpoch 0: |          | 5031/? [37:02<00:00,  2.26it/s]\nEpoch 0: |          | 5031/? [37:02<00:00,  2.26it/s]\nEpoch 0: |          | 5032/? [37:02<00:00,  2.26it/s]\nEpoch 0: |          | 5032/? [37:02<00:00,  2.26it/s]\nEpoch 0: |          | 5033/? [37:03<00:00,  2.26it/s]\nEpoch 0: |          | 5033/? [37:03<00:00,  2.26it/s]\nEpoch 0: |          | 5034/? [37:03<00:00,  2.26it/s]\nEpoch 0: |          | 5034/? [37:03<00:00,  2.26it/s]\nEpoch 0: |          | 5035/? [37:03<00:00,  2.26it/s]\nEpoch 0: |          | 5035/? [37:03<00:00,  2.26it/s]\nEpoch 0: |          | 5036/? [37:04<00:00,  2.26it/s]\nEpoch 0: |          | 5036/? [37:04<00:00,  2.26it/s]\nEpoch 0: |          | 5037/? [37:04<00:00,  2.26it/s]\nEpoch 0: |          | 5037/? [37:04<00:00,  2.26it/s]\nEpoch 0: |          | 5038/? [37:04<00:00,  2.26it/s]\nEpoch 0: |          | 5038/? [37:04<00:00,  2.26it/s]\nEpoch 0: |          | 5039/? [37:05<00:00,  2.26it/s]\nEpoch 0: |          | 5039/? [37:05<00:00,  2.26it/s]\nEpoch 0: |          | 5040/? [37:05<00:00,  2.26it/s]\nEpoch 0: |          | 5040/? [37:05<00:00,  2.26it/s]\nEpoch 0: |          | 5041/? [37:05<00:00,  2.26it/s]\nEpoch 0: |          | 5041/? [37:05<00:00,  2.26it/s]\nEpoch 0: |          | 5042/? [37:06<00:00,  2.26it/s]\nEpoch 0: |          | 5042/? [37:06<00:00,  2.26it/s]\nEpoch 0: |          | 5043/? [37:06<00:00,  2.27it/s]\nEpoch 0: |          | 5043/? [37:06<00:00,  2.27it/s]\nEpoch 0: |          | 5044/? [37:06<00:00,  2.27it/s]\nEpoch 0: |          | 5044/? [37:06<00:00,  2.27it/s]\nEpoch 0: |          | 5045/? [37:07<00:00,  2.27it/s]\nEpoch 0: |          | 5045/? [37:07<00:00,  2.27it/s]\nEpoch 0: |          | 5046/? [37:07<00:00,  2.27it/s]\nEpoch 0: |          | 5046/? [37:07<00:00,  2.27it/s]\nEpoch 0: |          | 5047/? [37:07<00:00,  2.27it/s]\nEpoch 0: |          | 5047/? [37:07<00:00,  2.27it/s]\nEpoch 0: |          | 5048/? [37:08<00:00,  2.27it/s]\nEpoch 0: |          | 5048/? [37:08<00:00,  2.27it/s]\nEpoch 0: |          | 5049/? [37:08<00:00,  2.27it/s]\nEpoch 0: |          | 5049/? [37:08<00:00,  2.27it/s]\nEpoch 0: |          | 5050/? [37:08<00:00,  2.27it/s]\nEpoch 0: |          | 5050/? [37:08<00:00,  2.27it/s]\nEpoch 0: |          | 5051/? [37:09<00:00,  2.27it/s]\nEpoch 0: |          | 5051/? [37:09<00:00,  2.27it/s]\nEpoch 0: |          | 5052/? [37:09<00:00,  2.27it/s]\nEpoch 0: |          | 5052/? [37:09<00:00,  2.27it/s]\nEpoch 0: |          | 5053/? [37:09<00:00,  2.27it/s]\nEpoch 0: |          | 5053/? [37:09<00:00,  2.27it/s]\nEpoch 0: |          | 5054/? [37:10<00:00,  2.27it/s]\nEpoch 0: |          | 5054/? [37:10<00:00,  2.27it/s]\nEpoch 0: |          | 5055/? [37:10<00:00,  2.27it/s]\nEpoch 0: |          | 5055/? [37:10<00:00,  2.27it/s]\nEpoch 0: |          | 5056/? [37:10<00:00,  2.27it/s]\nEpoch 0: |          | 5056/? [37:10<00:00,  2.27it/s]\nEpoch 0: |          | 5057/? [37:11<00:00,  2.27it/s]\nEpoch 0: |          | 5057/? [37:11<00:00,  2.27it/s]\nEpoch 0: |          | 5058/? [37:11<00:00,  2.27it/s]\nEpoch 0: |          | 5058/? [37:11<00:00,  2.27it/s]\nEpoch 0: |          | 5059/? [37:11<00:00,  2.27it/s]\nEpoch 0: |          | 5059/? [37:11<00:00,  2.27it/s]\nEpoch 0: |          | 5060/? [37:11<00:00,  2.27it/s]\nEpoch 0: |          | 5060/? [37:11<00:00,  2.27it/s]\nEpoch 0: |          | 5061/? [37:12<00:00,  2.27it/s]\nEpoch 0: |          | 5061/? [37:12<00:00,  2.27it/s]\nEpoch 0: |          | 5062/? [37:12<00:00,  2.27it/s]\nEpoch 0: |          | 5062/? [37:12<00:00,  2.27it/s]\nEpoch 0: |          | 5063/? [37:12<00:00,  2.27it/s]\nEpoch 0: |          | 5063/? [37:12<00:00,  2.27it/s]\nEpoch 0: |          | 5064/? [37:13<00:00,  2.27it/s]\nEpoch 0: |          | 5064/? [37:13<00:00,  2.27it/s]\nEpoch 0: |          | 5065/? [37:13<00:00,  2.27it/s]\nEpoch 0: |          | 5065/? [37:13<00:00,  2.27it/s]\nEpoch 0: |          | 5066/? [37:13<00:00,  2.27it/s]\nEpoch 0: |          | 5066/? [37:13<00:00,  2.27it/s]\nEpoch 0: |          | 5067/? [37:14<00:00,  2.27it/s]\nEpoch 0: |          | 5067/? [37:14<00:00,  2.27it/s]\nEpoch 0: |          | 5068/? [37:14<00:00,  2.27it/s]\nEpoch 0: |          | 5068/? [37:14<00:00,  2.27it/s]\nEpoch 0: |          | 5069/? [37:14<00:00,  2.27it/s]\nEpoch 0: |          | 5069/? [37:14<00:00,  2.27it/s]\nEpoch 0: |          | 5070/? [37:15<00:00,  2.27it/s]\nEpoch 0: |          | 5070/? [37:15<00:00,  2.27it/s]\nEpoch 0: |          | 5071/? [37:15<00:00,  2.27it/s]\nEpoch 0: |          | 5071/? [37:15<00:00,  2.27it/s]\nEpoch 0: |          | 5072/? [37:15<00:00,  2.27it/s]\nEpoch 0: |          | 5072/? [37:15<00:00,  2.27it/s]\nEpoch 0: |          | 5073/? [37:16<00:00,  2.27it/s]\nEpoch 0: |          | 5073/? [37:16<00:00,  2.27it/s]\nEpoch 0: |          | 5074/? [37:16<00:00,  2.27it/s]\nEpoch 0: |          | 5074/? [37:16<00:00,  2.27it/s]\nEpoch 0: |          | 5075/? [37:16<00:00,  2.27it/s]\nEpoch 0: |          | 5075/? [37:16<00:00,  2.27it/s]\nEpoch 0: |          | 5076/? [37:17<00:00,  2.27it/s]\nEpoch 0: |          | 5076/? [37:17<00:00,  2.27it/s]\nEpoch 0: |          | 5077/? [37:17<00:00,  2.27it/s]\nEpoch 0: |          | 5077/? [37:17<00:00,  2.27it/s]\nEpoch 0: |          | 5078/? [37:17<00:00,  2.27it/s]\nEpoch 0: |          | 5078/? [37:17<00:00,  2.27it/s]\nEpoch 0: |          | 5079/? [37:18<00:00,  2.27it/s]\nEpoch 0: |          | 5079/? [37:18<00:00,  2.27it/s]\nEpoch 0: |          | 5080/? [37:18<00:00,  2.27it/s]\nEpoch 0: |          | 5080/? [37:18<00:00,  2.27it/s]\nEpoch 0: |          | 5081/? [37:18<00:00,  2.27it/s]\nEpoch 0: |          | 5081/? [37:18<00:00,  2.27it/s]\nEpoch 0: |          | 5082/? [37:19<00:00,  2.27it/s]\nEpoch 0: |          | 5082/? [37:19<00:00,  2.27it/s]\nEpoch 0: |          | 5083/? [37:19<00:00,  2.27it/s]\nEpoch 0: |          | 5083/? [37:19<00:00,  2.27it/s]\nEpoch 0: |          | 5084/? [37:19<00:00,  2.27it/s]\nEpoch 0: |          | 5084/? [37:19<00:00,  2.27it/s]\nEpoch 0: |          | 5085/? [37:20<00:00,  2.27it/s]\nEpoch 0: |          | 5085/? [37:20<00:00,  2.27it/s]\nEpoch 0: |          | 5086/? [37:20<00:00,  2.27it/s]\nEpoch 0: |          | 5086/? [37:20<00:00,  2.27it/s]\nEpoch 0: |          | 5087/? [37:20<00:00,  2.27it/s]\nEpoch 0: |          | 5087/? [37:20<00:00,  2.27it/s]\nEpoch 0: |          | 5088/? [37:21<00:00,  2.27it/s]\nEpoch 0: |          | 5088/? [37:21<00:00,  2.27it/s]\nEpoch 0: |          | 5089/? [37:21<00:00,  2.27it/s]\nEpoch 0: |          | 5089/? [37:21<00:00,  2.27it/s]\nEpoch 0: |          | 5090/? [37:21<00:00,  2.27it/s]\nEpoch 0: |          | 5090/? [37:21<00:00,  2.27it/s]\nEpoch 0: |          | 5091/? [37:22<00:00,  2.27it/s]\nEpoch 0: |          | 5091/? [37:22<00:00,  2.27it/s]\nEpoch 0: |          | 5092/? [37:22<00:00,  2.27it/s]\nEpoch 0: |          | 5092/? [37:22<00:00,  2.27it/s]\nEpoch 0: |          | 5093/? [37:22<00:00,  2.27it/s]\nEpoch 0: |          | 5093/? [37:22<00:00,  2.27it/s]\nEpoch 0: |          | 5094/? [37:23<00:00,  2.27it/s]\nEpoch 0: |          | 5094/? [37:23<00:00,  2.27it/s]\nEpoch 0: |          | 5095/? [37:23<00:00,  2.27it/s]\nEpoch 0: |          | 5095/? [37:23<00:00,  2.27it/s]\nEpoch 0: |          | 5096/? [37:23<00:00,  2.27it/s]\nEpoch 0: |          | 5096/? [37:23<00:00,  2.27it/s]\nEpoch 0: |          | 5097/? [37:24<00:00,  2.27it/s]\nEpoch 0: |          | 5097/? [37:24<00:00,  2.27it/s]\nEpoch 0: |          | 5098/? [37:24<00:00,  2.27it/s]\nEpoch 0: |          | 5098/? [37:24<00:00,  2.27it/s]\nEpoch 0: |          | 5099/? [37:24<00:00,  2.27it/s]\nEpoch 0: |          | 5099/? [37:24<00:00,  2.27it/s]\nEpoch 0: |          | 5100/? [37:24<00:00,  2.27it/s]\nEpoch 0: |          | 5100/? [37:24<00:00,  2.27it/s]\nEpoch 0: |          | 5101/? [37:25<00:00,  2.27it/s]\nEpoch 0: |          | 5101/? [37:25<00:00,  2.27it/s]\nEpoch 0: |          | 5102/? [37:25<00:00,  2.27it/s]\nEpoch 0: |          | 5102/? [37:25<00:00,  2.27it/s]\nEpoch 0: |          | 5103/? [37:25<00:00,  2.27it/s]\nEpoch 0: |          | 5103/? [37:25<00:00,  2.27it/s]\nEpoch 0: |          | 5104/? [37:26<00:00,  2.27it/s]\nEpoch 0: |          | 5104/? [37:26<00:00,  2.27it/s]\nEpoch 0: |          | 5105/? [37:26<00:00,  2.27it/s]\nEpoch 0: |          | 5105/? [37:26<00:00,  2.27it/s]\nEpoch 0: |          | 5106/? [37:26<00:00,  2.27it/s]\nEpoch 0: |          | 5106/? [37:26<00:00,  2.27it/s]\nEpoch 0: |          | 5107/? [37:27<00:00,  2.27it/s]\nEpoch 0: |          | 5107/? [37:27<00:00,  2.27it/s]\nEpoch 0: |          | 5108/? [37:27<00:00,  2.27it/s]\nEpoch 0: |          | 5108/? [37:27<00:00,  2.27it/s]\nEpoch 0: |          | 5109/? [37:27<00:00,  2.27it/s]\nEpoch 0: |          | 5109/? [37:27<00:00,  2.27it/s]\nEpoch 0: |          | 5110/? [37:28<00:00,  2.27it/s]\nEpoch 0: |          | 5110/? [37:28<00:00,  2.27it/s]\nEpoch 0: |          | 5111/? [37:28<00:00,  2.27it/s]\nEpoch 0: |          | 5111/? [37:28<00:00,  2.27it/s]\nEpoch 0: |          | 5112/? [37:29<00:00,  2.27it/s]\nEpoch 0: |          | 5112/? [37:29<00:00,  2.27it/s]\nEpoch 0: |          | 5113/? [37:29<00:00,  2.27it/s]\nEpoch 0: |          | 5113/? [37:29<00:00,  2.27it/s]\nEpoch 0: |          | 5114/? [37:29<00:00,  2.27it/s]\nEpoch 0: |          | 5114/? [37:29<00:00,  2.27it/s]\nEpoch 0: |          | 5115/? [37:29<00:00,  2.27it/s]\nEpoch 0: |          | 5115/? [37:29<00:00,  2.27it/s]\nEpoch 0: |          | 5116/? [37:30<00:00,  2.27it/s]\nEpoch 0: |          | 5116/? [37:30<00:00,  2.27it/s]\nEpoch 0: |          | 5117/? [37:30<00:00,  2.27it/s]\nEpoch 0: |          | 5117/? [37:30<00:00,  2.27it/s]\nEpoch 0: |          | 5118/? [37:31<00:00,  2.27it/s]\nEpoch 0: |          | 5118/? [37:31<00:00,  2.27it/s]\nEpoch 0: |          | 5119/? [37:31<00:00,  2.27it/s]\nEpoch 0: |          | 5119/? [37:31<00:00,  2.27it/s]\nEpoch 0: |          | 5120/? [37:31<00:00,  2.27it/s]\nEpoch 0: |          | 5120/? [37:31<00:00,  2.27it/s]\nEpoch 0: |          | 5121/? [37:32<00:00,  2.27it/s]\nEpoch 0: |          | 5121/? [37:32<00:00,  2.27it/s]\nEpoch 0: |          | 5122/? [37:32<00:00,  2.27it/s]\nEpoch 0: |          | 5122/? [37:32<00:00,  2.27it/s]\nEpoch 0: |          | 5123/? [37:32<00:00,  2.27it/s]\nEpoch 0: |          | 5123/? [37:32<00:00,  2.27it/s]\nEpoch 0: |          | 5124/? [37:32<00:00,  2.27it/s]\nEpoch 0: |          | 5124/? [37:32<00:00,  2.27it/s]\nEpoch 0: |          | 5125/? [37:33<00:00,  2.27it/s]\nEpoch 0: |          | 5125/? [37:33<00:00,  2.27it/s]\nEpoch 0: |          | 5126/? [37:33<00:00,  2.27it/s]\nEpoch 0: |          | 5126/? [37:33<00:00,  2.27it/s]\nEpoch 0: |          | 5127/? [37:33<00:00,  2.27it/s]\nEpoch 0: |          | 5127/? [37:33<00:00,  2.27it/s]\nEpoch 0: |          | 5128/? [37:34<00:00,  2.27it/s]\nEpoch 0: |          | 5128/? [37:34<00:00,  2.27it/s]\nEpoch 0: |          | 5129/? [37:34<00:00,  2.27it/s]\nEpoch 0: |          | 5129/? [37:34<00:00,  2.27it/s]\nEpoch 0: |          | 5130/? [37:34<00:00,  2.28it/s]\nEpoch 0: |          | 5130/? [37:34<00:00,  2.28it/s]\nEpoch 0: |          | 5131/? [37:35<00:00,  2.28it/s]\nEpoch 0: |          | 5131/? [37:35<00:00,  2.28it/s]\nEpoch 0: |          | 5132/? [37:35<00:00,  2.28it/s]\nEpoch 0: |          | 5132/? [37:35<00:00,  2.28it/s]\nEpoch 0: |          | 5133/? [37:35<00:00,  2.28it/s]\nEpoch 0: |          | 5133/? [37:35<00:00,  2.28it/s]\nEpoch 0: |          | 5134/? [37:36<00:00,  2.28it/s]\nEpoch 0: |          | 5134/? [37:36<00:00,  2.28it/s]\nEpoch 0: |          | 5135/? [37:36<00:00,  2.28it/s]\nEpoch 0: |          | 5135/? [37:36<00:00,  2.28it/s]\nEpoch 0: |          | 5136/? [37:36<00:00,  2.28it/s]\nEpoch 0: |          | 5136/? [37:36<00:00,  2.28it/s]\nEpoch 0: |          | 5137/? [37:37<00:00,  2.28it/s]\nEpoch 0: |          | 5137/? [37:37<00:00,  2.28it/s]\nEpoch 0: |          | 5138/? [37:37<00:00,  2.28it/s]\nEpoch 0: |          | 5138/? [37:37<00:00,  2.28it/s]\nEpoch 0: |          | 5139/? [37:37<00:00,  2.28it/s]\nEpoch 0: |          | 5139/? [37:37<00:00,  2.28it/s]\nEpoch 0: |          | 5140/? [37:38<00:00,  2.28it/s]\nEpoch 0: |          | 5140/? [37:38<00:00,  2.28it/s]\nEpoch 0: |          | 5141/? [37:38<00:00,  2.28it/s]\nEpoch 0: |          | 5141/? [37:38<00:00,  2.28it/s]\nEpoch 0: |          | 5142/? [37:38<00:00,  2.28it/s]\nEpoch 0: |          | 5142/? [37:38<00:00,  2.28it/s]\nEpoch 0: |          | 5143/? [37:39<00:00,  2.28it/s]\nEpoch 0: |          | 5143/? [37:39<00:00,  2.28it/s]\nEpoch 0: |          | 5144/? [37:39<00:00,  2.28it/s]\nEpoch 0: |          | 5144/? [37:39<00:00,  2.28it/s]\nEpoch 0: |          | 5145/? [37:39<00:00,  2.28it/s]\nEpoch 0: |          | 5145/? [37:39<00:00,  2.28it/s]\nEpoch 0: |          | 5146/? [37:40<00:00,  2.28it/s]\nEpoch 0: |          | 5146/? [37:40<00:00,  2.28it/s]\nEpoch 0: |          | 5147/? [37:40<00:00,  2.28it/s]\nEpoch 0: |          | 5147/? [37:40<00:00,  2.28it/s]\nEpoch 0: |          | 5148/? [37:40<00:00,  2.28it/s]\nEpoch 0: |          | 5148/? [37:40<00:00,  2.28it/s]\nEpoch 0: |          | 5149/? [37:41<00:00,  2.28it/s]\nEpoch 0: |          | 5149/? [37:41<00:00,  2.28it/s]\nEpoch 0: |          | 5150/? [37:41<00:00,  2.28it/s]\nEpoch 0: |          | 5150/? [37:41<00:00,  2.28it/s]\nEpoch 0: |          | 5151/? [37:41<00:00,  2.28it/s]\nEpoch 0: |          | 5151/? [37:41<00:00,  2.28it/s]\nEpoch 0: |          | 5152/? [37:42<00:00,  2.28it/s]\nEpoch 0: |          | 5152/? [37:42<00:00,  2.28it/s]\nEpoch 0: |          | 5153/? [37:42<00:00,  2.28it/s]\nEpoch 0: |          | 5153/? [37:42<00:00,  2.28it/s]\nEpoch 0: |          | 5154/? [37:42<00:00,  2.28it/s]\nEpoch 0: |          | 5154/? [37:42<00:00,  2.28it/s]\nEpoch 0: |          | 5155/? [37:42<00:00,  2.28it/s]\nEpoch 0: |          | 5155/? [37:42<00:00,  2.28it/s]\nEpoch 0: |          | 5156/? [37:43<00:00,  2.28it/s]\nEpoch 0: |          | 5156/? [37:43<00:00,  2.28it/s]\nEpoch 0: |          | 5157/? [37:43<00:00,  2.28it/s]\nEpoch 0: |          | 5157/? [37:43<00:00,  2.28it/s]\nEpoch 0: |          | 5158/? [37:43<00:00,  2.28it/s]\nEpoch 0: |          | 5158/? [37:43<00:00,  2.28it/s]\nEpoch 0: |          | 5159/? [37:44<00:00,  2.28it/s]\nEpoch 0: |          | 5159/? [37:44<00:00,  2.28it/s]\nEpoch 0: |          | 5160/? [37:44<00:00,  2.28it/s]\nEpoch 0: |          | 5160/? [37:44<00:00,  2.28it/s]\nEpoch 0: |          | 5161/? [37:44<00:00,  2.28it/s]\nEpoch 0: |          | 5161/? [37:44<00:00,  2.28it/s]\nEpoch 0: |          | 5162/? [37:45<00:00,  2.28it/s]\nEpoch 0: |          | 5162/? [37:45<00:00,  2.28it/s]\nEpoch 0: |          | 5163/? [37:45<00:00,  2.28it/s]\nEpoch 0: |          | 5163/? [37:45<00:00,  2.28it/s]\nEpoch 0: |          | 5164/? [37:45<00:00,  2.28it/s]\nEpoch 0: |          | 5164/? [37:45<00:00,  2.28it/s]\nEpoch 0: |          | 5165/? [37:46<00:00,  2.28it/s]\nEpoch 0: |          | 5165/? [37:46<00:00,  2.28it/s]\nEpoch 0: |          | 5166/? [37:46<00:00,  2.28it/s]\nEpoch 0: |          | 5166/? [37:46<00:00,  2.28it/s]\nEpoch 0: |          | 5167/? [37:46<00:00,  2.28it/s]\nEpoch 0: |          | 5167/? [37:46<00:00,  2.28it/s]\nEpoch 0: |          | 5168/? [37:47<00:00,  2.28it/s]\nEpoch 0: |          | 5168/? [37:47<00:00,  2.28it/s]\nEpoch 0: |          | 5169/? [37:47<00:00,  2.28it/s]\nEpoch 0: |          | 5169/? [37:47<00:00,  2.28it/s]\nEpoch 0: |          | 5170/? [37:47<00:00,  2.28it/s]\nEpoch 0: |          | 5170/? [37:47<00:00,  2.28it/s]\nEpoch 0: |          | 5171/? [37:48<00:00,  2.28it/s]\nEpoch 0: |          | 5171/? [37:48<00:00,  2.28it/s]\nEpoch 0: |          | 5172/? [37:48<00:00,  2.28it/s]\nEpoch 0: |          | 5172/? [37:48<00:00,  2.28it/s]\nEpoch 0: |          | 5173/? [37:48<00:00,  2.28it/s]\nEpoch 0: |          | 5173/? [37:48<00:00,  2.28it/s]\nEpoch 0: |          | 5174/? [37:49<00:00,  2.28it/s]\nEpoch 0: |          | 5174/? [37:49<00:00,  2.28it/s]\nEpoch 0: |          | 5175/? [37:49<00:00,  2.28it/s]\nEpoch 0: |          | 5175/? [37:49<00:00,  2.28it/s]\nEpoch 0: |          | 5176/? [37:49<00:00,  2.28it/s]\nEpoch 0: |          | 5176/? [37:49<00:00,  2.28it/s]\nEpoch 0: |          | 5177/? [37:49<00:00,  2.28it/s]\nEpoch 0: |          | 5177/? [37:49<00:00,  2.28it/s]\nEpoch 0: |          | 5178/? [37:50<00:00,  2.28it/s]\nEpoch 0: |          | 5178/? [37:50<00:00,  2.28it/s]\nEpoch 0: |          | 5179/? [37:50<00:00,  2.28it/s]\nEpoch 0: |          | 5179/? [37:50<00:00,  2.28it/s]\nEpoch 0: |          | 5180/? [37:50<00:00,  2.28it/s]\nEpoch 0: |          | 5180/? [37:50<00:00,  2.28it/s]\nEpoch 0: |          | 5181/? [37:51<00:00,  2.28it/s]\nEpoch 0: |          | 5181/? [37:51<00:00,  2.28it/s]\nEpoch 0: |          | 5182/? [37:51<00:00,  2.28it/s]\nEpoch 0: |          | 5182/? [37:51<00:00,  2.28it/s]\nEpoch 0: |          | 5183/? [37:51<00:00,  2.28it/s]\nEpoch 0: |          | 5183/? [37:51<00:00,  2.28it/s]\nEpoch 0: |          | 5184/? [37:52<00:00,  2.28it/s]\nEpoch 0: |          | 5184/? [37:52<00:00,  2.28it/s]\nEpoch 0: |          | 5185/? [37:52<00:00,  2.28it/s]\nEpoch 0: |          | 5185/? [37:52<00:00,  2.28it/s]\nEpoch 0: |          | 5186/? [37:52<00:00,  2.28it/s]\nEpoch 0: |          | 5186/? [37:52<00:00,  2.28it/s]\nEpoch 0: |          | 5187/? [37:53<00:00,  2.28it/s]\nEpoch 0: |          | 5187/? [37:53<00:00,  2.28it/s]\nEpoch 0: |          | 5188/? [37:53<00:00,  2.28it/s]\nEpoch 0: |          | 5188/? [37:53<00:00,  2.28it/s]\nEpoch 0: |          | 5189/? [37:53<00:00,  2.28it/s]\nEpoch 0: |          | 5189/? [37:53<00:00,  2.28it/s]\nEpoch 0: |          | 5190/? [37:54<00:00,  2.28it/s]\nEpoch 0: |          | 5190/? [37:54<00:00,  2.28it/s]\nEpoch 0: |          | 5191/? [37:54<00:00,  2.28it/s]\nEpoch 0: |          | 5191/? [37:54<00:00,  2.28it/s]\nEpoch 0: |          | 5192/? [37:54<00:00,  2.28it/s]\nEpoch 0: |          | 5192/? [37:54<00:00,  2.28it/s]\nEpoch 0: |          | 5193/? [37:54<00:00,  2.28it/s]\nEpoch 0: |          | 5193/? [37:54<00:00,  2.28it/s]\nEpoch 0: |          | 5194/? [37:55<00:00,  2.28it/s]\nEpoch 0: |          | 5194/? [37:55<00:00,  2.28it/s]\nEpoch 0: |          | 5195/? [37:55<00:00,  2.28it/s]\nEpoch 0: |          | 5195/? [37:55<00:00,  2.28it/s]\nEpoch 0: |          | 5196/? [37:55<00:00,  2.28it/s]\nEpoch 0: |          | 5196/? [37:55<00:00,  2.28it/s]\nEpoch 0: |          | 5197/? [37:56<00:00,  2.28it/s]\nEpoch 0: |          | 5197/? [37:56<00:00,  2.28it/s]\nEpoch 0: |          | 5198/? [37:56<00:00,  2.28it/s]\nEpoch 0: |          | 5198/? [37:56<00:00,  2.28it/s]\nEpoch 0: |          | 5199/? [37:56<00:00,  2.28it/s]\nEpoch 0: |          | 5199/? [37:56<00:00,  2.28it/s]\nEpoch 0: |          | 5200/? [37:57<00:00,  2.28it/s]\nEpoch 0: |          | 5200/? [37:57<00:00,  2.28it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.31it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.28it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.12it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.34it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 5200/? [37:57<00:00,  2.28it/s]\nEpoch 0: |          | 5201/? [37:57<00:00,  2.28it/s]\nEpoch 0: |          | 5201/? [37:57<00:00,  2.28it/s]\nEpoch 0: |          | 5202/? [37:58<00:00,  2.28it/s]\nEpoch 0: |          | 5202/? [37:58<00:00,  2.28it/s]\nEpoch 0: |          | 5203/? [37:58<00:00,  2.28it/s]\nEpoch 0: |          | 5203/? [37:58<00:00,  2.28it/s]\nEpoch 0: |          | 5204/? [37:58<00:00,  2.28it/s]\nEpoch 0: |          | 5204/? [37:58<00:00,  2.28it/s]\nEpoch 0: |          | 5205/? [37:59<00:00,  2.28it/s]\nEpoch 0: |          | 5205/? [37:59<00:00,  2.28it/s]\nEpoch 0: |          | 5206/? [37:59<00:00,  2.28it/s]\nEpoch 0: |          | 5206/? [37:59<00:00,  2.28it/s]\nEpoch 0: |          | 5207/? [37:59<00:00,  2.28it/s]\nEpoch 0: |          | 5207/? [37:59<00:00,  2.28it/s]\nEpoch 0: |          | 5208/? [38:00<00:00,  2.28it/s]\nEpoch 0: |          | 5208/? [38:00<00:00,  2.28it/s]\nEpoch 0: |          | 5209/? [38:00<00:00,  2.28it/s]\nEpoch 0: |          | 5209/? [38:00<00:00,  2.28it/s]\nEpoch 0: |          | 5210/? [38:00<00:00,  2.28it/s]\nEpoch 0: |          | 5210/? [38:00<00:00,  2.28it/s]\nEpoch 0: |          | 5211/? [38:01<00:00,  2.28it/s]\nEpoch 0: |          | 5211/? [38:01<00:00,  2.28it/s]\nEpoch 0: |          | 5212/? [38:01<00:00,  2.28it/s]\nEpoch 0: |          | 5212/? [38:01<00:00,  2.28it/s]\nEpoch 0: |          | 5213/? [38:01<00:00,  2.28it/s]\nEpoch 0: |          | 5213/? [38:01<00:00,  2.28it/s]\nEpoch 0: |          | 5214/? [38:02<00:00,  2.28it/s]\nEpoch 0: |          | 5214/? [38:02<00:00,  2.28it/s]\nEpoch 0: |          | 5215/? [38:02<00:00,  2.28it/s]\nEpoch 0: |          | 5215/? [38:02<00:00,  2.28it/s]\nEpoch 0: |          | 5216/? [38:02<00:00,  2.29it/s]\nEpoch 0: |          | 5216/? [38:02<00:00,  2.29it/s]\nEpoch 0: |          | 5217/? [38:02<00:00,  2.29it/s]\nEpoch 0: |          | 5217/? [38:02<00:00,  2.29it/s]\nEpoch 0: |          | 5218/? [38:03<00:00,  2.29it/s]\nEpoch 0: |          | 5218/? [38:03<00:00,  2.29it/s]\nEpoch 0: |          | 5219/? [38:03<00:00,  2.29it/s]\nEpoch 0: |          | 5219/? [38:03<00:00,  2.29it/s]\nEpoch 0: |          | 5220/? [38:03<00:00,  2.29it/s]\nEpoch 0: |          | 5220/? [38:03<00:00,  2.29it/s]\nEpoch 0: |          | 5221/? [38:04<00:00,  2.29it/s]\nEpoch 0: |          | 5221/? [38:04<00:00,  2.29it/s]\nEpoch 0: |          | 5222/? [38:04<00:00,  2.29it/s]\nEpoch 0: |          | 5222/? [38:04<00:00,  2.29it/s]\nEpoch 0: |          | 5223/? [38:04<00:00,  2.29it/s]\nEpoch 0: |          | 5223/? [38:04<00:00,  2.29it/s]\nEpoch 0: |          | 5224/? [38:05<00:00,  2.29it/s]\nEpoch 0: |          | 5224/? [38:05<00:00,  2.29it/s]\nEpoch 0: |          | 5225/? [38:05<00:00,  2.29it/s]\nEpoch 0: |          | 5225/? [38:05<00:00,  2.29it/s]\nEpoch 0: |          | 5226/? [38:05<00:00,  2.29it/s]\nEpoch 0: |          | 5226/? [38:05<00:00,  2.29it/s]\nEpoch 0: |          | 5227/? [38:06<00:00,  2.29it/s]\nEpoch 0: |          | 5227/? [38:06<00:00,  2.29it/s]\nEpoch 0: |          | 5228/? [38:06<00:00,  2.29it/s]\nEpoch 0: |          | 5228/? [38:06<00:00,  2.29it/s]\nEpoch 0: |          | 5229/? [38:06<00:00,  2.29it/s]\nEpoch 0: |          | 5229/? [38:06<00:00,  2.29it/s]\nEpoch 0: |          | 5230/? [38:07<00:00,  2.29it/s]\nEpoch 0: |          | 5230/? [38:07<00:00,  2.29it/s]\nEpoch 0: |          | 5231/? [38:07<00:00,  2.29it/s]\nEpoch 0: |          | 5231/? [38:07<00:00,  2.29it/s]\nEpoch 0: |          | 5232/? [38:07<00:00,  2.29it/s]\nEpoch 0: |          | 5232/? [38:07<00:00,  2.29it/s]\nEpoch 0: |          | 5233/? [38:08<00:00,  2.29it/s]\nEpoch 0: |          | 5233/? [38:08<00:00,  2.29it/s]\nEpoch 0: |          | 5234/? [38:08<00:00,  2.29it/s]\nEpoch 0: |          | 5234/? [38:08<00:00,  2.29it/s]\nEpoch 0: |          | 5235/? [38:08<00:00,  2.29it/s]\nEpoch 0: |          | 5235/? [38:08<00:00,  2.29it/s]\nEpoch 0: |          | 5236/? [38:09<00:00,  2.29it/s]\nEpoch 0: |          | 5236/? [38:09<00:00,  2.29it/s]\nEpoch 0: |          | 5237/? [38:09<00:00,  2.29it/s]\nEpoch 0: |          | 5237/? [38:09<00:00,  2.29it/s]\nEpoch 0: |          | 5238/? [38:09<00:00,  2.29it/s]\nEpoch 0: |          | 5238/? [38:09<00:00,  2.29it/s]\nEpoch 0: |          | 5239/? [38:10<00:00,  2.29it/s]\nEpoch 0: |          | 5239/? [38:10<00:00,  2.29it/s]\nEpoch 0: |          | 5240/? [38:10<00:00,  2.29it/s]\nEpoch 0: |          | 5240/? [38:10<00:00,  2.29it/s]\nEpoch 0: |          | 5241/? [38:10<00:00,  2.29it/s]\nEpoch 0: |          | 5241/? [38:10<00:00,  2.29it/s]\nEpoch 0: |          | 5242/? [38:11<00:00,  2.29it/s]\nEpoch 0: |          | 5242/? [38:11<00:00,  2.29it/s]\nEpoch 0: |          | 5243/? [38:11<00:00,  2.29it/s]\nEpoch 0: |          | 5243/? [38:11<00:00,  2.29it/s]\nEpoch 0: |          | 5244/? [38:11<00:00,  2.29it/s]\nEpoch 0: |          | 5244/? [38:11<00:00,  2.29it/s]\nEpoch 0: |          | 5245/? [38:12<00:00,  2.29it/s]\nEpoch 0: |          | 5245/? [38:12<00:00,  2.29it/s]\nEpoch 0: |          | 5246/? [38:12<00:00,  2.29it/s]\nEpoch 0: |          | 5246/? [38:12<00:00,  2.29it/s]\nEpoch 0: |          | 5247/? [38:12<00:00,  2.29it/s]\nEpoch 0: |          | 5247/? [38:12<00:00,  2.29it/s]\nEpoch 0: |          | 5248/? [38:12<00:00,  2.29it/s]\nEpoch 0: |          | 5248/? [38:12<00:00,  2.29it/s]\nEpoch 0: |          | 5249/? [38:13<00:00,  2.29it/s]\nEpoch 0: |          | 5249/? [38:13<00:00,  2.29it/s]\nEpoch 0: |          | 5250/? [38:13<00:00,  2.29it/s]\nEpoch 0: |          | 5250/? [38:13<00:00,  2.29it/s]\nEpoch 0: |          | 5251/? [38:13<00:00,  2.29it/s]\nEpoch 0: |          | 5251/? [38:13<00:00,  2.29it/s]\nEpoch 0: |          | 5252/? [38:14<00:00,  2.29it/s]\nEpoch 0: |          | 5252/? [38:14<00:00,  2.29it/s]\nEpoch 0: |          | 5253/? [38:14<00:00,  2.29it/s]\nEpoch 0: |          | 5253/? [38:14<00:00,  2.29it/s]\nEpoch 0: |          | 5254/? [38:14<00:00,  2.29it/s]\nEpoch 0: |          | 5254/? [38:14<00:00,  2.29it/s]\nEpoch 0: |          | 5255/? [38:15<00:00,  2.29it/s]\nEpoch 0: |          | 5255/? [38:15<00:00,  2.29it/s]\nEpoch 0: |          | 5256/? [38:15<00:00,  2.29it/s]\nEpoch 0: |          | 5256/? [38:15<00:00,  2.29it/s]\nEpoch 0: |          | 5257/? [38:15<00:00,  2.29it/s]\nEpoch 0: |          | 5257/? [38:15<00:00,  2.29it/s]\nEpoch 0: |          | 5258/? [38:16<00:00,  2.29it/s]\nEpoch 0: |          | 5258/? [38:16<00:00,  2.29it/s]\nEpoch 0: |          | 5259/? [38:16<00:00,  2.29it/s]\nEpoch 0: |          | 5259/? [38:16<00:00,  2.29it/s]\nEpoch 0: |          | 5260/? [38:16<00:00,  2.29it/s]\nEpoch 0: |          | 5260/? [38:16<00:00,  2.29it/s]\nEpoch 0: |          | 5261/? [38:17<00:00,  2.29it/s]\nEpoch 0: |          | 5261/? [38:17<00:00,  2.29it/s]\nEpoch 0: |          | 5262/? [38:17<00:00,  2.29it/s]\nEpoch 0: |          | 5262/? [38:17<00:00,  2.29it/s]\nEpoch 0: |          | 5263/? [38:17<00:00,  2.29it/s]\nEpoch 0: |          | 5263/? [38:17<00:00,  2.29it/s]\nEpoch 0: |          | 5264/? [38:17<00:00,  2.29it/s]\nEpoch 0: |          | 5264/? [38:17<00:00,  2.29it/s]\nEpoch 0: |          | 5265/? [38:18<00:00,  2.29it/s]\nEpoch 0: |          | 5265/? [38:18<00:00,  2.29it/s]\nEpoch 0: |          | 5266/? [38:18<00:00,  2.29it/s]\nEpoch 0: |          | 5266/? [38:18<00:00,  2.29it/s]\nEpoch 0: |          | 5267/? [38:18<00:00,  2.29it/s]\nEpoch 0: |          | 5267/? [38:18<00:00,  2.29it/s]\nEpoch 0: |          | 5268/? [38:19<00:00,  2.29it/s]\nEpoch 0: |          | 5268/? [38:19<00:00,  2.29it/s]\nEpoch 0: |          | 5269/? [38:19<00:00,  2.29it/s]\nEpoch 0: |          | 5269/? [38:19<00:00,  2.29it/s]\nEpoch 0: |          | 5270/? [38:19<00:00,  2.29it/s]\nEpoch 0: |          | 5270/? [38:19<00:00,  2.29it/s]\nEpoch 0: |          | 5271/? [38:20<00:00,  2.29it/s]\nEpoch 0: |          | 5271/? [38:20<00:00,  2.29it/s]\nEpoch 0: |          | 5272/? [38:20<00:00,  2.29it/s]\nEpoch 0: |          | 5272/? [38:20<00:00,  2.29it/s]\nEpoch 0: |          | 5273/? [38:20<00:00,  2.29it/s]\nEpoch 0: |          | 5273/? [38:20<00:00,  2.29it/s]\nEpoch 0: |          | 5274/? [38:21<00:00,  2.29it/s]\nEpoch 0: |          | 5274/? [38:21<00:00,  2.29it/s]\nEpoch 0: |          | 5275/? [38:21<00:00,  2.29it/s]\nEpoch 0: |          | 5275/? [38:21<00:00,  2.29it/s]\nEpoch 0: |          | 5276/? [38:21<00:00,  2.29it/s]\nEpoch 0: |          | 5276/? [38:21<00:00,  2.29it/s]\nEpoch 0: |          | 5277/? [38:22<00:00,  2.29it/s]\nEpoch 0: |          | 5277/? [38:22<00:00,  2.29it/s]\nEpoch 0: |          | 5278/? [38:22<00:00,  2.29it/s]\nEpoch 0: |          | 5278/? [38:22<00:00,  2.29it/s]\nEpoch 0: |          | 5279/? [38:22<00:00,  2.29it/s]\nEpoch 0: |          | 5279/? [38:22<00:00,  2.29it/s]\nEpoch 0: |          | 5280/? [38:22<00:00,  2.29it/s]\nEpoch 0: |          | 5280/? [38:22<00:00,  2.29it/s]\nEpoch 0: |          | 5281/? [38:23<00:00,  2.29it/s]\nEpoch 0: |          | 5281/? [38:23<00:00,  2.29it/s]\nEpoch 0: |          | 5282/? [38:23<00:00,  2.29it/s]\nEpoch 0: |          | 5282/? [38:23<00:00,  2.29it/s]\nEpoch 0: |          | 5283/? [38:23<00:00,  2.29it/s]\nEpoch 0: |          | 5283/? [38:23<00:00,  2.29it/s]\nEpoch 0: |          | 5284/? [38:24<00:00,  2.29it/s]\nEpoch 0: |          | 5284/? [38:24<00:00,  2.29it/s]\nEpoch 0: |          | 5285/? [38:24<00:00,  2.29it/s]\nEpoch 0: |          | 5285/? [38:24<00:00,  2.29it/s]\nEpoch 0: |          | 5286/? [38:24<00:00,  2.29it/s]\nEpoch 0: |          | 5286/? [38:24<00:00,  2.29it/s]\nEpoch 0: |          | 5287/? [38:25<00:00,  2.29it/s]\nEpoch 0: |          | 5287/? [38:25<00:00,  2.29it/s]\nEpoch 0: |          | 5288/? [38:25<00:00,  2.29it/s]\nEpoch 0: |          | 5288/? [38:25<00:00,  2.29it/s]\nEpoch 0: |          | 5289/? [38:25<00:00,  2.29it/s]\nEpoch 0: |          | 5289/? [38:25<00:00,  2.29it/s]\nEpoch 0: |          | 5290/? [38:26<00:00,  2.29it/s]\nEpoch 0: |          | 5290/? [38:26<00:00,  2.29it/s]\nEpoch 0: |          | 5291/? [38:26<00:00,  2.29it/s]\nEpoch 0: |          | 5291/? [38:26<00:00,  2.29it/s]\nEpoch 0: |          | 5292/? [38:26<00:00,  2.29it/s]\nEpoch 0: |          | 5292/? [38:26<00:00,  2.29it/s]\nEpoch 0: |          | 5293/? [38:26<00:00,  2.29it/s]\nEpoch 0: |          | 5293/? [38:26<00:00,  2.29it/s]\nEpoch 0: |          | 5294/? [38:27<00:00,  2.29it/s]\nEpoch 0: |          | 5294/? [38:27<00:00,  2.29it/s]\nEpoch 0: |          | 5295/? [38:27<00:00,  2.29it/s]\nEpoch 0: |          | 5295/? [38:27<00:00,  2.29it/s]\nEpoch 0: |          | 5296/? [38:27<00:00,  2.29it/s]\nEpoch 0: |          | 5296/? [38:27<00:00,  2.29it/s]\nEpoch 0: |          | 5297/? [38:28<00:00,  2.29it/s]\nEpoch 0: |          | 5297/? [38:28<00:00,  2.29it/s]\nEpoch 0: |          | 5298/? [38:28<00:00,  2.29it/s]\nEpoch 0: |          | 5298/? [38:28<00:00,  2.29it/s]\nEpoch 0: |          | 5299/? [38:28<00:00,  2.29it/s]\nEpoch 0: |          | 5299/? [38:28<00:00,  2.29it/s]\nEpoch 0: |          | 5300/? [38:29<00:00,  2.30it/s]\nEpoch 0: |          | 5300/? [38:29<00:00,  2.30it/s]\nEpoch 0: |          | 5301/? [38:29<00:00,  2.30it/s]\nEpoch 0: |          | 5301/? [38:29<00:00,  2.30it/s]\nEpoch 0: |          | 5302/? [38:29<00:00,  2.30it/s]\nEpoch 0: |          | 5302/? [38:29<00:00,  2.30it/s]\nEpoch 0: |          | 5303/? [38:30<00:00,  2.30it/s]\nEpoch 0: |          | 5303/? [38:30<00:00,  2.30it/s]\nEpoch 0: |          | 5304/? [38:30<00:00,  2.30it/s]\nEpoch 0: |          | 5304/? [38:30<00:00,  2.30it/s]\nEpoch 0: |          | 5305/? [38:30<00:00,  2.30it/s]\nEpoch 0: |          | 5305/? [38:30<00:00,  2.30it/s]\nEpoch 0: |          | 5306/? [38:31<00:00,  2.30it/s]\nEpoch 0: |          | 5306/? [38:31<00:00,  2.30it/s]\nEpoch 0: |          | 5307/? [38:31<00:00,  2.30it/s]\nEpoch 0: |          | 5307/? [38:31<00:00,  2.30it/s]\nEpoch 0: |          | 5308/? [38:31<00:00,  2.30it/s]\nEpoch 0: |          | 5308/? [38:31<00:00,  2.30it/s]\nEpoch 0: |          | 5309/? [38:32<00:00,  2.30it/s]\nEpoch 0: |          | 5309/? [38:32<00:00,  2.30it/s]\nEpoch 0: |          | 5310/? [38:32<00:00,  2.30it/s]\nEpoch 0: |          | 5310/? [38:32<00:00,  2.30it/s]\nEpoch 0: |          | 5311/? [38:32<00:00,  2.30it/s]\nEpoch 0: |          | 5311/? [38:32<00:00,  2.30it/s]\nEpoch 0: |          | 5312/? [38:33<00:00,  2.30it/s]\nEpoch 0: |          | 5312/? [38:33<00:00,  2.30it/s]\nEpoch 0: |          | 5313/? [38:33<00:00,  2.30it/s]\nEpoch 0: |          | 5313/? [38:33<00:00,  2.30it/s]\nEpoch 0: |          | 5314/? [38:33<00:00,  2.30it/s]\nEpoch 0: |          | 5314/? [38:33<00:00,  2.30it/s]\nEpoch 0: |          | 5315/? [38:34<00:00,  2.30it/s]\nEpoch 0: |          | 5315/? [38:34<00:00,  2.30it/s]\nEpoch 0: |          | 5316/? [38:34<00:00,  2.30it/s]\nEpoch 0: |          | 5316/? [38:34<00:00,  2.30it/s]\nEpoch 0: |          | 5317/? [38:34<00:00,  2.30it/s]\nEpoch 0: |          | 5317/? [38:34<00:00,  2.30it/s]\nEpoch 0: |          | 5318/? [38:34<00:00,  2.30it/s]\nEpoch 0: |          | 5318/? [38:34<00:00,  2.30it/s]\nEpoch 0: |          | 5319/? [38:35<00:00,  2.30it/s]\nEpoch 0: |          | 5319/? [38:35<00:00,  2.30it/s]\nEpoch 0: |          | 5320/? [38:35<00:00,  2.30it/s]\nEpoch 0: |          | 5320/? [38:35<00:00,  2.30it/s]\nEpoch 0: |          | 5321/? [38:35<00:00,  2.30it/s]\nEpoch 0: |          | 5321/? [38:35<00:00,  2.30it/s]\nEpoch 0: |          | 5322/? [38:36<00:00,  2.30it/s]\nEpoch 0: |          | 5322/? [38:36<00:00,  2.30it/s]\nEpoch 0: |          | 5323/? [38:36<00:00,  2.30it/s]\nEpoch 0: |          | 5323/? [38:36<00:00,  2.30it/s]\nEpoch 0: |          | 5324/? [38:36<00:00,  2.30it/s]\nEpoch 0: |          | 5324/? [38:36<00:00,  2.30it/s]\nEpoch 0: |          | 5325/? [38:37<00:00,  2.30it/s]\nEpoch 0: |          | 5325/? [38:37<00:00,  2.30it/s]\nEpoch 0: |          | 5326/? [38:37<00:00,  2.30it/s]\nEpoch 0: |          | 5326/? [38:37<00:00,  2.30it/s]\nEpoch 0: |          | 5327/? [38:37<00:00,  2.30it/s]\nEpoch 0: |          | 5327/? [38:37<00:00,  2.30it/s]\nEpoch 0: |          | 5328/? [38:38<00:00,  2.30it/s]\nEpoch 0: |          | 5328/? [38:38<00:00,  2.30it/s]\nEpoch 0: |          | 5329/? [38:38<00:00,  2.30it/s]\nEpoch 0: |          | 5329/? [38:38<00:00,  2.30it/s]\nEpoch 0: |          | 5330/? [38:38<00:00,  2.30it/s]\nEpoch 0: |          | 5330/? [38:38<00:00,  2.30it/s]\nEpoch 0: |          | 5331/? [38:39<00:00,  2.30it/s]\nEpoch 0: |          | 5331/? [38:39<00:00,  2.30it/s]\nEpoch 0: |          | 5332/? [38:39<00:00,  2.30it/s]\nEpoch 0: |          | 5332/? [38:39<00:00,  2.30it/s]\nEpoch 0: |          | 5333/? [38:39<00:00,  2.30it/s]\nEpoch 0: |          | 5333/? [38:39<00:00,  2.30it/s]\nEpoch 0: |          | 5334/? [38:39<00:00,  2.30it/s]\nEpoch 0: |          | 5334/? [38:39<00:00,  2.30it/s]\nEpoch 0: |          | 5335/? [38:40<00:00,  2.30it/s]\nEpoch 0: |          | 5335/? [38:40<00:00,  2.30it/s]\nEpoch 0: |          | 5336/? [38:40<00:00,  2.30it/s]\nEpoch 0: |          | 5336/? [38:40<00:00,  2.30it/s]\nEpoch 0: |          | 5337/? [38:40<00:00,  2.30it/s]\nEpoch 0: |          | 5337/? [38:40<00:00,  2.30it/s]\nEpoch 0: |          | 5338/? [38:41<00:00,  2.30it/s]\nEpoch 0: |          | 5338/? [38:41<00:00,  2.30it/s]\nEpoch 0: |          | 5339/? [38:41<00:00,  2.30it/s]\nEpoch 0: |          | 5339/? [38:41<00:00,  2.30it/s]\nEpoch 0: |          | 5340/? [38:41<00:00,  2.30it/s]\nEpoch 0: |          | 5340/? [38:41<00:00,  2.30it/s]\nEpoch 0: |          | 5341/? [38:42<00:00,  2.30it/s]\nEpoch 0: |          | 5341/? [38:42<00:00,  2.30it/s]\nEpoch 0: |          | 5342/? [38:42<00:00,  2.30it/s]\nEpoch 0: |          | 5342/? [38:42<00:00,  2.30it/s]\nEpoch 0: |          | 5343/? [38:42<00:00,  2.30it/s]\nEpoch 0: |          | 5343/? [38:42<00:00,  2.30it/s]\nEpoch 0: |          | 5344/? [38:43<00:00,  2.30it/s]\nEpoch 0: |          | 5344/? [38:43<00:00,  2.30it/s]\nEpoch 0: |          | 5345/? [38:43<00:00,  2.30it/s]\nEpoch 0: |          | 5345/? [38:43<00:00,  2.30it/s]\nEpoch 0: |          | 5346/? [38:43<00:00,  2.30it/s]\nEpoch 0: |          | 5346/? [38:43<00:00,  2.30it/s]\nEpoch 0: |          | 5347/? [38:44<00:00,  2.30it/s]\nEpoch 0: |          | 5347/? [38:44<00:00,  2.30it/s]\nEpoch 0: |          | 5348/? [38:44<00:00,  2.30it/s]\nEpoch 0: |          | 5348/? [38:44<00:00,  2.30it/s]\nEpoch 0: |          | 5349/? [38:44<00:00,  2.30it/s]\nEpoch 0: |          | 5349/? [38:44<00:00,  2.30it/s]\nEpoch 0: |          | 5350/? [38:44<00:00,  2.30it/s]\nEpoch 0: |          | 5350/? [38:44<00:00,  2.30it/s]\nEpoch 0: |          | 5351/? [38:45<00:00,  2.30it/s]\nEpoch 0: |          | 5351/? [38:45<00:00,  2.30it/s]\nEpoch 0: |          | 5352/? [38:45<00:00,  2.30it/s]\nEpoch 0: |          | 5352/? [38:45<00:00,  2.30it/s]\nEpoch 0: |          | 5353/? [38:45<00:00,  2.30it/s]\nEpoch 0: |          | 5353/? [38:45<00:00,  2.30it/s]\nEpoch 0: |          | 5354/? [38:46<00:00,  2.30it/s]\nEpoch 0: |          | 5354/? [38:46<00:00,  2.30it/s]\nEpoch 0: |          | 5355/? [38:46<00:00,  2.30it/s]\nEpoch 0: |          | 5355/? [38:46<00:00,  2.30it/s]\nEpoch 0: |          | 5356/? [38:46<00:00,  2.30it/s]\nEpoch 0: |          | 5356/? [38:46<00:00,  2.30it/s]\nEpoch 0: |          | 5357/? [38:47<00:00,  2.30it/s]\nEpoch 0: |          | 5357/? [38:47<00:00,  2.30it/s]\nEpoch 0: |          | 5358/? [38:47<00:00,  2.30it/s]\nEpoch 0: |          | 5358/? [38:47<00:00,  2.30it/s]\nEpoch 0: |          | 5359/? [38:47<00:00,  2.30it/s]\nEpoch 0: |          | 5359/? [38:47<00:00,  2.30it/s]\nEpoch 0: |          | 5360/? [38:48<00:00,  2.30it/s]\nEpoch 0: |          | 5360/? [38:48<00:00,  2.30it/s]\nEpoch 0: |          | 5361/? [38:48<00:00,  2.30it/s]\nEpoch 0: |          | 5361/? [38:48<00:00,  2.30it/s]\nEpoch 0: |          | 5362/? [38:48<00:00,  2.30it/s]\nEpoch 0: |          | 5362/? [38:48<00:00,  2.30it/s]\nEpoch 0: |          | 5363/? [38:49<00:00,  2.30it/s]\nEpoch 0: |          | 5363/? [38:49<00:00,  2.30it/s]\nEpoch 0: |          | 5364/? [38:49<00:00,  2.30it/s]\nEpoch 0: |          | 5364/? [38:49<00:00,  2.30it/s]\nEpoch 0: |          | 5365/? [38:49<00:00,  2.30it/s]\nEpoch 0: |          | 5365/? [38:49<00:00,  2.30it/s]\nEpoch 0: |          | 5366/? [38:49<00:00,  2.30it/s]\nEpoch 0: |          | 5366/? [38:49<00:00,  2.30it/s]\nEpoch 0: |          | 5367/? [38:50<00:00,  2.30it/s]\nEpoch 0: |          | 5367/? [38:50<00:00,  2.30it/s]\nEpoch 0: |          | 5368/? [38:50<00:00,  2.30it/s]\nEpoch 0: |          | 5368/? [38:50<00:00,  2.30it/s]\nEpoch 0: |          | 5369/? [38:50<00:00,  2.30it/s]\nEpoch 0: |          | 5369/? [38:50<00:00,  2.30it/s]\nEpoch 0: |          | 5370/? [38:51<00:00,  2.30it/s]\nEpoch 0: |          | 5370/? [38:51<00:00,  2.30it/s]\nEpoch 0: |          | 5371/? [38:51<00:00,  2.30it/s]\nEpoch 0: |          | 5371/? [38:51<00:00,  2.30it/s]\nEpoch 0: |          | 5372/? [38:51<00:00,  2.30it/s]\nEpoch 0: |          | 5372/? [38:51<00:00,  2.30it/s]\nEpoch 0: |          | 5373/? [38:52<00:00,  2.30it/s]\nEpoch 0: |          | 5373/? [38:52<00:00,  2.30it/s]\nEpoch 0: |          | 5374/? [38:52<00:00,  2.30it/s]\nEpoch 0: |          | 5374/? [38:52<00:00,  2.30it/s]\nEpoch 0: |          | 5375/? [38:52<00:00,  2.30it/s]\nEpoch 0: |          | 5375/? [38:52<00:00,  2.30it/s]\nEpoch 0: |          | 5376/? [38:53<00:00,  2.30it/s]\nEpoch 0: |          | 5376/? [38:53<00:00,  2.30it/s]\nEpoch 0: |          | 5377/? [38:53<00:00,  2.30it/s]\nEpoch 0: |          | 5377/? [38:53<00:00,  2.30it/s]\nEpoch 0: |          | 5378/? [38:53<00:00,  2.30it/s]\nEpoch 0: |          | 5378/? [38:53<00:00,  2.30it/s]\nEpoch 0: |          | 5379/? [38:53<00:00,  2.30it/s]\nEpoch 0: |          | 5379/? [38:53<00:00,  2.30it/s]\nEpoch 0: |          | 5380/? [38:54<00:00,  2.30it/s]\nEpoch 0: |          | 5380/? [38:54<00:00,  2.30it/s]\nEpoch 0: |          | 5381/? [38:54<00:00,  2.30it/s]\nEpoch 0: |          | 5381/? [38:54<00:00,  2.30it/s]\nEpoch 0: |          | 5382/? [38:54<00:00,  2.30it/s]\nEpoch 0: |          | 5382/? [38:54<00:00,  2.30it/s]\nEpoch 0: |          | 5383/? [38:55<00:00,  2.31it/s]\nEpoch 0: |          | 5383/? [38:55<00:00,  2.31it/s]\nEpoch 0: |          | 5384/? [38:55<00:00,  2.31it/s]\nEpoch 0: |          | 5384/? [38:55<00:00,  2.31it/s]\nEpoch 0: |          | 5385/? [38:55<00:00,  2.31it/s]\nEpoch 0: |          | 5385/? [38:55<00:00,  2.31it/s]\nEpoch 0: |          | 5386/? [38:56<00:00,  2.31it/s]\nEpoch 0: |          | 5386/? [38:56<00:00,  2.31it/s]\nEpoch 0: |          | 5387/? [38:56<00:00,  2.31it/s]\nEpoch 0: |          | 5387/? [38:56<00:00,  2.31it/s]\nEpoch 0: |          | 5388/? [38:56<00:00,  2.31it/s]\nEpoch 0: |          | 5388/? [38:56<00:00,  2.31it/s]\nEpoch 0: |          | 5389/? [38:57<00:00,  2.31it/s]\nEpoch 0: |          | 5389/? [38:57<00:00,  2.31it/s]\nEpoch 0: |          | 5390/? [38:57<00:00,  2.31it/s]\nEpoch 0: |          | 5390/? [38:57<00:00,  2.31it/s]\nEpoch 0: |          | 5391/? [38:57<00:00,  2.31it/s]\nEpoch 0: |          | 5391/? [38:57<00:00,  2.31it/s]\nEpoch 0: |          | 5392/? [38:58<00:00,  2.31it/s]\nEpoch 0: |          | 5392/? [38:58<00:00,  2.31it/s]\nEpoch 0: |          | 5393/? [38:58<00:00,  2.31it/s]\nEpoch 0: |          | 5393/? [38:58<00:00,  2.31it/s]\nEpoch 0: |          | 5394/? [38:58<00:00,  2.31it/s]\nEpoch 0: |          | 5394/? [38:58<00:00,  2.31it/s]\nEpoch 0: |          | 5395/? [38:59<00:00,  2.31it/s]\nEpoch 0: |          | 5395/? [38:59<00:00,  2.31it/s]\nEpoch 0: |          | 5396/? [38:59<00:00,  2.31it/s]\nEpoch 0: |          | 5396/? [38:59<00:00,  2.31it/s]\nEpoch 0: |          | 5397/? [38:59<00:00,  2.31it/s]\nEpoch 0: |          | 5397/? [38:59<00:00,  2.31it/s]\nEpoch 0: |          | 5398/? [38:59<00:00,  2.31it/s]\nEpoch 0: |          | 5398/? [38:59<00:00,  2.31it/s]\nEpoch 0: |          | 5399/? [39:00<00:00,  2.31it/s]\nEpoch 0: |          | 5399/? [39:00<00:00,  2.31it/s]\nEpoch 0: |          | 5400/? [39:00<00:00,  2.31it/s]\nEpoch 0: |          | 5400/? [39:00<00:00,  2.31it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.61it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 11.31it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 11.00it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 11.20it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 5400/? [39:00<00:00,  2.31it/s]\nEpoch 0: |          | 5401/? [39:01<00:00,  2.31it/s]\nEpoch 0: |          | 5401/? [39:01<00:00,  2.31it/s]\nEpoch 0: |          | 5402/? [39:01<00:00,  2.31it/s]\nEpoch 0: |          | 5402/? [39:01<00:00,  2.31it/s]\nEpoch 0: |          | 5403/? [39:01<00:00,  2.31it/s]\nEpoch 0: |          | 5403/? [39:01<00:00,  2.31it/s]\nEpoch 0: |          | 5404/? [39:02<00:00,  2.31it/s]\nEpoch 0: |          | 5404/? [39:02<00:00,  2.31it/s]\nEpoch 0: |          | 5405/? [39:02<00:00,  2.31it/s]\nEpoch 0: |          | 5405/? [39:02<00:00,  2.31it/s]\nEpoch 0: |          | 5406/? [39:02<00:00,  2.31it/s]\nEpoch 0: |          | 5406/? [39:02<00:00,  2.31it/s]\nEpoch 0: |          | 5407/? [39:03<00:00,  2.31it/s]\nEpoch 0: |          | 5407/? [39:03<00:00,  2.31it/s]\nEpoch 0: |          | 5408/? [39:03<00:00,  2.31it/s]\nEpoch 0: |          | 5408/? [39:03<00:00,  2.31it/s]\nEpoch 0: |          | 5409/? [39:03<00:00,  2.31it/s]\nEpoch 0: |          | 5409/? [39:03<00:00,  2.31it/s]\nEpoch 0: |          | 5410/? [39:04<00:00,  2.31it/s]\nEpoch 0: |          | 5410/? [39:04<00:00,  2.31it/s]\nEpoch 0: |          | 5411/? [39:04<00:00,  2.31it/s]\nEpoch 0: |          | 5411/? [39:04<00:00,  2.31it/s]\nEpoch 0: |          | 5412/? [39:04<00:00,  2.31it/s]\nEpoch 0: |          | 5412/? [39:04<00:00,  2.31it/s]\nEpoch 0: |          | 5413/? [39:05<00:00,  2.31it/s]\nEpoch 0: |          | 5413/? [39:05<00:00,  2.31it/s]\nEpoch 0: |          | 5414/? [39:05<00:00,  2.31it/s]\nEpoch 0: |          | 5414/? [39:05<00:00,  2.31it/s]\nEpoch 0: |          | 5415/? [39:05<00:00,  2.31it/s]\nEpoch 0: |          | 5415/? [39:05<00:00,  2.31it/s]\nEpoch 0: |          | 5416/? [39:05<00:00,  2.31it/s]\nEpoch 0: |          | 5416/? [39:05<00:00,  2.31it/s]\nEpoch 0: |          | 5417/? [39:06<00:00,  2.31it/s]\nEpoch 0: |          | 5417/? [39:06<00:00,  2.31it/s]\nEpoch 0: |          | 5418/? [39:06<00:00,  2.31it/s]\nEpoch 0: |          | 5418/? [39:06<00:00,  2.31it/s]\nEpoch 0: |          | 5419/? [39:06<00:00,  2.31it/s]\nEpoch 0: |          | 5419/? [39:06<00:00,  2.31it/s]\nEpoch 0: |          | 5420/? [39:07<00:00,  2.31it/s]\nEpoch 0: |          | 5420/? [39:07<00:00,  2.31it/s]\nEpoch 0: |          | 5421/? [39:07<00:00,  2.31it/s]\nEpoch 0: |          | 5421/? [39:07<00:00,  2.31it/s]\nEpoch 0: |          | 5422/? [39:07<00:00,  2.31it/s]\nEpoch 0: |          | 5422/? [39:07<00:00,  2.31it/s]\nEpoch 0: |          | 5423/? [39:08<00:00,  2.31it/s]\nEpoch 0: |          | 5423/? [39:08<00:00,  2.31it/s]\nEpoch 0: |          | 5424/? [39:08<00:00,  2.31it/s]\nEpoch 0: |          | 5424/? [39:08<00:00,  2.31it/s]\nEpoch 0: |          | 5425/? [39:08<00:00,  2.31it/s]\nEpoch 0: |          | 5425/? [39:08<00:00,  2.31it/s]\nEpoch 0: |          | 5426/? [39:08<00:00,  2.31it/s]\nEpoch 0: |          | 5426/? [39:08<00:00,  2.31it/s]\nEpoch 0: |          | 5427/? [39:09<00:00,  2.31it/s]\nEpoch 0: |          | 5427/? [39:09<00:00,  2.31it/s]\nEpoch 0: |          | 5428/? [39:09<00:00,  2.31it/s]\nEpoch 0: |          | 5428/? [39:09<00:00,  2.31it/s]\nEpoch 0: |          | 5429/? [39:09<00:00,  2.31it/s]\nEpoch 0: |          | 5429/? [39:09<00:00,  2.31it/s]\nEpoch 0: |          | 5430/? [39:10<00:00,  2.31it/s]\nEpoch 0: |          | 5430/? [39:10<00:00,  2.31it/s]\nEpoch 0: |          | 5431/? [39:10<00:00,  2.31it/s]\nEpoch 0: |          | 5431/? [39:10<00:00,  2.31it/s]\nEpoch 0: |          | 5432/? [39:10<00:00,  2.31it/s]\nEpoch 0: |          | 5432/? [39:10<00:00,  2.31it/s]\nEpoch 0: |          | 5433/? [39:11<00:00,  2.31it/s]\nEpoch 0: |          | 5433/? [39:11<00:00,  2.31it/s]\nEpoch 0: |          | 5434/? [39:11<00:00,  2.31it/s]\nEpoch 0: |          | 5434/? [39:11<00:00,  2.31it/s]\nEpoch 0: |          | 5435/? [39:11<00:00,  2.31it/s]\nEpoch 0: |          | 5435/? [39:11<00:00,  2.31it/s]\nEpoch 0: |          | 5436/? [39:12<00:00,  2.31it/s]\nEpoch 0: |          | 5436/? [39:12<00:00,  2.31it/s]\nEpoch 0: |          | 5437/? [39:12<00:00,  2.31it/s]\nEpoch 0: |          | 5437/? [39:12<00:00,  2.31it/s]\nEpoch 0: |          | 5438/? [39:12<00:00,  2.31it/s]\nEpoch 0: |          | 5438/? [39:12<00:00,  2.31it/s]\nEpoch 0: |          | 5439/? [39:13<00:00,  2.31it/s]\nEpoch 0: |          | 5439/? [39:13<00:00,  2.31it/s]\nEpoch 0: |          | 5440/? [39:13<00:00,  2.31it/s]\nEpoch 0: |          | 5440/? [39:13<00:00,  2.31it/s]\nEpoch 0: |          | 5441/? [39:13<00:00,  2.31it/s]\nEpoch 0: |          | 5441/? [39:13<00:00,  2.31it/s]\nEpoch 0: |          | 5442/? [39:13<00:00,  2.31it/s]\nEpoch 0: |          | 5442/? [39:13<00:00,  2.31it/s]\nEpoch 0: |          | 5443/? [39:14<00:00,  2.31it/s]\nEpoch 0: |          | 5443/? [39:14<00:00,  2.31it/s]\nEpoch 0: |          | 5444/? [39:14<00:00,  2.31it/s]\nEpoch 0: |          | 5444/? [39:14<00:00,  2.31it/s]\nEpoch 0: |          | 5445/? [39:14<00:00,  2.31it/s]\nEpoch 0: |          | 5445/? [39:14<00:00,  2.31it/s]\nEpoch 0: |          | 5446/? [39:15<00:00,  2.31it/s]\nEpoch 0: |          | 5446/? [39:15<00:00,  2.31it/s]\nEpoch 0: |          | 5447/? [39:15<00:00,  2.31it/s]\nEpoch 0: |          | 5447/? [39:15<00:00,  2.31it/s]\nEpoch 0: |          | 5448/? [39:15<00:00,  2.31it/s]\nEpoch 0: |          | 5448/? [39:15<00:00,  2.31it/s]\nEpoch 0: |          | 5449/? [39:16<00:00,  2.31it/s]\nEpoch 0: |          | 5449/? [39:16<00:00,  2.31it/s]\nEpoch 0: |          | 5450/? [39:16<00:00,  2.31it/s]\nEpoch 0: |          | 5450/? [39:16<00:00,  2.31it/s]\nEpoch 0: |          | 5451/? [39:16<00:00,  2.31it/s]\nEpoch 0: |          | 5451/? [39:16<00:00,  2.31it/s]\nEpoch 0: |          | 5452/? [39:17<00:00,  2.31it/s]\nEpoch 0: |          | 5452/? [39:17<00:00,  2.31it/s]\nEpoch 0: |          | 5453/? [39:17<00:00,  2.31it/s]\nEpoch 0: |          | 5453/? [39:17<00:00,  2.31it/s]\nEpoch 0: |          | 5454/? [39:17<00:00,  2.31it/s]\nEpoch 0: |          | 5454/? [39:17<00:00,  2.31it/s]\nEpoch 0: |          | 5455/? [39:18<00:00,  2.31it/s]\nEpoch 0: |          | 5455/? [39:18<00:00,  2.31it/s]\nEpoch 0: |          | 5456/? [39:18<00:00,  2.31it/s]\nEpoch 0: |          | 5456/? [39:18<00:00,  2.31it/s]\nEpoch 0: |          | 5457/? [39:18<00:00,  2.31it/s]\nEpoch 0: |          | 5457/? [39:18<00:00,  2.31it/s]\nEpoch 0: |          | 5458/? [39:18<00:00,  2.31it/s]\nEpoch 0: |          | 5458/? [39:18<00:00,  2.31it/s]\nEpoch 0: |          | 5459/? [39:19<00:00,  2.31it/s]\nEpoch 0: |          | 5459/? [39:19<00:00,  2.31it/s]\nEpoch 0: |          | 5460/? [39:19<00:00,  2.31it/s]\nEpoch 0: |          | 5460/? [39:19<00:00,  2.31it/s]\nEpoch 0: |          | 5461/? [39:19<00:00,  2.31it/s]\nEpoch 0: |          | 5461/? [39:19<00:00,  2.31it/s]\nEpoch 0: |          | 5462/? [39:20<00:00,  2.31it/s]\nEpoch 0: |          | 5462/? [39:20<00:00,  2.31it/s]\nEpoch 0: |          | 5463/? [39:20<00:00,  2.31it/s]\nEpoch 0: |          | 5463/? [39:20<00:00,  2.31it/s]\nEpoch 0: |          | 5464/? [39:20<00:00,  2.31it/s]\nEpoch 0: |          | 5464/? [39:20<00:00,  2.31it/s]\nEpoch 0: |          | 5465/? [39:21<00:00,  2.31it/s]\nEpoch 0: |          | 5465/? [39:21<00:00,  2.31it/s]\nEpoch 0: |          | 5466/? [39:21<00:00,  2.31it/s]\nEpoch 0: |          | 5466/? [39:21<00:00,  2.31it/s]\nEpoch 0: |          | 5467/? [39:21<00:00,  2.31it/s]\nEpoch 0: |          | 5467/? [39:21<00:00,  2.31it/s]\nEpoch 0: |          | 5468/? [39:22<00:00,  2.31it/s]\nEpoch 0: |          | 5468/? [39:22<00:00,  2.31it/s]\nEpoch 0: |          | 5469/? [39:22<00:00,  2.32it/s]\nEpoch 0: |          | 5469/? [39:22<00:00,  2.32it/s]\nEpoch 0: |          | 5470/? [39:22<00:00,  2.32it/s]\nEpoch 0: |          | 5470/? [39:22<00:00,  2.32it/s]\nEpoch 0: |          | 5471/? [39:22<00:00,  2.32it/s]\nEpoch 0: |          | 5471/? [39:22<00:00,  2.32it/s]\nEpoch 0: |          | 5472/? [39:23<00:00,  2.32it/s]\nEpoch 0: |          | 5472/? [39:23<00:00,  2.32it/s]\nEpoch 0: |          | 5473/? [39:23<00:00,  2.32it/s]\nEpoch 0: |          | 5473/? [39:23<00:00,  2.32it/s]\nEpoch 0: |          | 5474/? [39:23<00:00,  2.32it/s]\nEpoch 0: |          | 5474/? [39:23<00:00,  2.32it/s]\nEpoch 0: |          | 5475/? [39:24<00:00,  2.32it/s]\nEpoch 0: |          | 5475/? [39:24<00:00,  2.32it/s]\nEpoch 0: |          | 5476/? [39:24<00:00,  2.32it/s]\nEpoch 0: |          | 5476/? [39:24<00:00,  2.32it/s]\nEpoch 0: |          | 5477/? [39:24<00:00,  2.32it/s]\nEpoch 0: |          | 5477/? [39:24<00:00,  2.32it/s]\nEpoch 0: |          | 5478/? [39:25<00:00,  2.32it/s]\nEpoch 0: |          | 5478/? [39:25<00:00,  2.32it/s]\nEpoch 0: |          | 5479/? [39:25<00:00,  2.32it/s]\nEpoch 0: |          | 5479/? [39:25<00:00,  2.32it/s]\nEpoch 0: |          | 5480/? [39:25<00:00,  2.32it/s]\nEpoch 0: |          | 5480/? [39:25<00:00,  2.32it/s]\nEpoch 0: |          | 5481/? [39:26<00:00,  2.32it/s]\nEpoch 0: |          | 5481/? [39:26<00:00,  2.32it/s]\nEpoch 0: |          | 5482/? [39:26<00:00,  2.32it/s]\nEpoch 0: |          | 5482/? [39:26<00:00,  2.32it/s]\nEpoch 0: |          | 5483/? [39:26<00:00,  2.32it/s]\nEpoch 0: |          | 5483/? [39:26<00:00,  2.32it/s]\nEpoch 0: |          | 5484/? [39:26<00:00,  2.32it/s]\nEpoch 0: |          | 5484/? [39:26<00:00,  2.32it/s]\nEpoch 0: |          | 5485/? [39:27<00:00,  2.32it/s]\nEpoch 0: |          | 5485/? [39:27<00:00,  2.32it/s]\nEpoch 0: |          | 5486/? [39:27<00:00,  2.32it/s]\nEpoch 0: |          | 5486/? [39:27<00:00,  2.32it/s]\nEpoch 0: |          | 5487/? [39:27<00:00,  2.32it/s]\nEpoch 0: |          | 5487/? [39:27<00:00,  2.32it/s]\nEpoch 0: |          | 5488/? [39:28<00:00,  2.32it/s]\nEpoch 0: |          | 5488/? [39:28<00:00,  2.32it/s]\nEpoch 0: |          | 5489/? [39:28<00:00,  2.32it/s]\nEpoch 0: |          | 5489/? [39:28<00:00,  2.32it/s]\nEpoch 0: |          | 5490/? [39:28<00:00,  2.32it/s]\nEpoch 0: |          | 5490/? [39:28<00:00,  2.32it/s]\nEpoch 0: |          | 5491/? [39:29<00:00,  2.32it/s]\nEpoch 0: |          | 5491/? [39:29<00:00,  2.32it/s]\nEpoch 0: |          | 5492/? [39:29<00:00,  2.32it/s]\nEpoch 0: |          | 5492/? [39:29<00:00,  2.32it/s]\nEpoch 0: |          | 5493/? [39:29<00:00,  2.32it/s]\nEpoch 0: |          | 5493/? [39:29<00:00,  2.32it/s]\nEpoch 0: |          | 5494/? [39:30<00:00,  2.32it/s]\nEpoch 0: |          | 5494/? [39:30<00:00,  2.32it/s]\nEpoch 0: |          | 5495/? [39:30<00:00,  2.32it/s]\nEpoch 0: |          | 5495/? [39:30<00:00,  2.32it/s]\nEpoch 0: |          | 5496/? [39:30<00:00,  2.32it/s]\nEpoch 0: |          | 5496/? [39:30<00:00,  2.32it/s]\nEpoch 0: |          | 5497/? [39:30<00:00,  2.32it/s]\nEpoch 0: |          | 5497/? [39:30<00:00,  2.32it/s]\nEpoch 0: |          | 5498/? [39:31<00:00,  2.32it/s]\nEpoch 0: |          | 5498/? [39:31<00:00,  2.32it/s]\nEpoch 0: |          | 5499/? [39:31<00:00,  2.32it/s]\nEpoch 0: |          | 5499/? [39:31<00:00,  2.32it/s]\nEpoch 0: |          | 5500/? [39:31<00:00,  2.32it/s]\nEpoch 0: |          | 5500/? [39:31<00:00,  2.32it/s]\nEpoch 0: |          | 5501/? [39:32<00:00,  2.32it/s]\nEpoch 0: |          | 5501/? [39:32<00:00,  2.32it/s]\nEpoch 0: |          | 5502/? [39:32<00:00,  2.32it/s]\nEpoch 0: |          | 5502/? [39:32<00:00,  2.32it/s]\nEpoch 0: |          | 5503/? [39:32<00:00,  2.32it/s]\nEpoch 0: |          | 5503/? [39:32<00:00,  2.32it/s]\nEpoch 0: |          | 5504/? [39:33<00:00,  2.32it/s]\nEpoch 0: |          | 5504/? [39:33<00:00,  2.32it/s]\nEpoch 0: |          | 5505/? [39:33<00:00,  2.32it/s]\nEpoch 0: |          | 5505/? [39:33<00:00,  2.32it/s]\nEpoch 0: |          | 5506/? [39:33<00:00,  2.32it/s]\nEpoch 0: |          | 5506/? [39:33<00:00,  2.32it/s]\nEpoch 0: |          | 5507/? [39:34<00:00,  2.32it/s]\nEpoch 0: |          | 5507/? [39:34<00:00,  2.32it/s]\nEpoch 0: |          | 5508/? [39:34<00:00,  2.32it/s]\nEpoch 0: |          | 5508/? [39:34<00:00,  2.32it/s]\nEpoch 0: |          | 5509/? [39:34<00:00,  2.32it/s]\nEpoch 0: |          | 5509/? [39:34<00:00,  2.32it/s]\nEpoch 0: |          | 5510/? [39:34<00:00,  2.32it/s]\nEpoch 0: |          | 5510/? [39:34<00:00,  2.32it/s]\nEpoch 0: |          | 5511/? [39:35<00:00,  2.32it/s]\nEpoch 0: |          | 5511/? [39:35<00:00,  2.32it/s]\nEpoch 0: |          | 5512/? [39:35<00:00,  2.32it/s]\nEpoch 0: |          | 5512/? [39:35<00:00,  2.32it/s]\nEpoch 0: |          | 5513/? [39:35<00:00,  2.32it/s]\nEpoch 0: |          | 5513/? [39:35<00:00,  2.32it/s]\nEpoch 0: |          | 5514/? [39:36<00:00,  2.32it/s]\nEpoch 0: |          | 5514/? [39:36<00:00,  2.32it/s]\nEpoch 0: |          | 5515/? [39:36<00:00,  2.32it/s]\nEpoch 0: |          | 5515/? [39:36<00:00,  2.32it/s]\nEpoch 0: |          | 5516/? [39:36<00:00,  2.32it/s]\nEpoch 0: |          | 5516/? [39:36<00:00,  2.32it/s]\nEpoch 0: |          | 5517/? [39:37<00:00,  2.32it/s]\nEpoch 0: |          | 5517/? [39:37<00:00,  2.32it/s]\nEpoch 0: |          | 5518/? [39:37<00:00,  2.32it/s]\nEpoch 0: |          | 5518/? [39:37<00:00,  2.32it/s]\nEpoch 0: |          | 5519/? [39:37<00:00,  2.32it/s]\nEpoch 0: |          | 5519/? [39:37<00:00,  2.32it/s]\nEpoch 0: |          | 5520/? [39:37<00:00,  2.32it/s]\nEpoch 0: |          | 5520/? [39:38<00:00,  2.32it/s]\nEpoch 0: |          | 5521/? [39:38<00:00,  2.32it/s]\nEpoch 0: |          | 5521/? [39:38<00:00,  2.32it/s]\nEpoch 0: |          | 5522/? [39:38<00:00,  2.32it/s]\nEpoch 0: |          | 5522/? [39:38<00:00,  2.32it/s]\nEpoch 0: |          | 5523/? [39:38<00:00,  2.32it/s]\nEpoch 0: |          | 5523/? [39:38<00:00,  2.32it/s]\nEpoch 0: |          | 5524/? [39:39<00:00,  2.32it/s]\nEpoch 0: |          | 5524/? [39:39<00:00,  2.32it/s]\nEpoch 0: |          | 5525/? [39:39<00:00,  2.32it/s]\nEpoch 0: |          | 5525/? [39:39<00:00,  2.32it/s]\nEpoch 0: |          | 5526/? [39:39<00:00,  2.32it/s]\nEpoch 0: |          | 5526/? [39:39<00:00,  2.32it/s]\nEpoch 0: |          | 5527/? [39:40<00:00,  2.32it/s]\nEpoch 0: |          | 5527/? [39:40<00:00,  2.32it/s]\nEpoch 0: |          | 5528/? [39:40<00:00,  2.32it/s]\nEpoch 0: |          | 5528/? [39:40<00:00,  2.32it/s]\nEpoch 0: |          | 5529/? [39:40<00:00,  2.32it/s]\nEpoch 0: |          | 5529/? [39:40<00:00,  2.32it/s]\nEpoch 0: |          | 5530/? [39:41<00:00,  2.32it/s]\nEpoch 0: |          | 5530/? [39:41<00:00,  2.32it/s]\nEpoch 0: |          | 5531/? [39:41<00:00,  2.32it/s]\nEpoch 0: |          | 5531/? [39:41<00:00,  2.32it/s]\nEpoch 0: |          | 5532/? [39:41<00:00,  2.32it/s]\nEpoch 0: |          | 5532/? [39:41<00:00,  2.32it/s]\nEpoch 0: |          | 5533/? [39:41<00:00,  2.32it/s]\nEpoch 0: |          | 5533/? [39:41<00:00,  2.32it/s]\nEpoch 0: |          | 5534/? [39:42<00:00,  2.32it/s]\nEpoch 0: |          | 5534/? [39:42<00:00,  2.32it/s]\nEpoch 0: |          | 5535/? [39:42<00:00,  2.32it/s]\nEpoch 0: |          | 5535/? [39:42<00:00,  2.32it/s]\nEpoch 0: |          | 5536/? [39:42<00:00,  2.32it/s]\nEpoch 0: |          | 5536/? [39:42<00:00,  2.32it/s]\nEpoch 0: |          | 5537/? [39:43<00:00,  2.32it/s]\nEpoch 0: |          | 5537/? [39:43<00:00,  2.32it/s]\nEpoch 0: |          | 5538/? [39:43<00:00,  2.32it/s]\nEpoch 0: |          | 5538/? [39:43<00:00,  2.32it/s]\nEpoch 0: |          | 5539/? [39:43<00:00,  2.32it/s]\nEpoch 0: |          | 5539/? [39:43<00:00,  2.32it/s]\nEpoch 0: |          | 5540/? [39:44<00:00,  2.32it/s]\nEpoch 0: |          | 5540/? [39:44<00:00,  2.32it/s]\nEpoch 0: |          | 5541/? [39:44<00:00,  2.32it/s]\nEpoch 0: |          | 5541/? [39:44<00:00,  2.32it/s]\nEpoch 0: |          | 5542/? [39:44<00:00,  2.32it/s]\nEpoch 0: |          | 5542/? [39:44<00:00,  2.32it/s]\nEpoch 0: |          | 5543/? [39:45<00:00,  2.32it/s]\nEpoch 0: |          | 5543/? [39:45<00:00,  2.32it/s]\nEpoch 0: |          | 5544/? [39:45<00:00,  2.32it/s]\nEpoch 0: |          | 5544/? [39:45<00:00,  2.32it/s]\nEpoch 0: |          | 5545/? [39:45<00:00,  2.32it/s]\nEpoch 0: |          | 5545/? [39:45<00:00,  2.32it/s]\nEpoch 0: |          | 5546/? [39:45<00:00,  2.32it/s]\nEpoch 0: |          | 5546/? [39:45<00:00,  2.32it/s]\nEpoch 0: |          | 5547/? [39:46<00:00,  2.32it/s]\nEpoch 0: |          | 5547/? [39:46<00:00,  2.32it/s]\nEpoch 0: |          | 5548/? [39:46<00:00,  2.32it/s]\nEpoch 0: |          | 5548/? [39:46<00:00,  2.32it/s]\nEpoch 0: |          | 5549/? [39:46<00:00,  2.32it/s]\nEpoch 0: |          | 5549/? [39:46<00:00,  2.32it/s]\nEpoch 0: |          | 5550/? [39:47<00:00,  2.32it/s]\nEpoch 0: |          | 5550/? [39:47<00:00,  2.32it/s]\nEpoch 0: |          | 5551/? [39:47<00:00,  2.33it/s]\nEpoch 0: |          | 5551/? [39:47<00:00,  2.33it/s]\nEpoch 0: |          | 5552/? [39:47<00:00,  2.33it/s]\nEpoch 0: |          | 5552/? [39:47<00:00,  2.33it/s]\nEpoch 0: |          | 5553/? [39:48<00:00,  2.33it/s]\nEpoch 0: |          | 5553/? [39:48<00:00,  2.33it/s]\nEpoch 0: |          | 5554/? [39:48<00:00,  2.33it/s]\nEpoch 0: |          | 5554/? [39:48<00:00,  2.33it/s]\nEpoch 0: |          | 5555/? [39:48<00:00,  2.33it/s]\nEpoch 0: |          | 5555/? [39:48<00:00,  2.33it/s]\nEpoch 0: |          | 5556/? [39:48<00:00,  2.33it/s]\nEpoch 0: |          | 5556/? [39:48<00:00,  2.33it/s]\nEpoch 0: |          | 5557/? [39:49<00:00,  2.33it/s]\nEpoch 0: |          | 5557/? [39:49<00:00,  2.33it/s]\nEpoch 0: |          | 5558/? [39:49<00:00,  2.33it/s]\nEpoch 0: |          | 5558/? [39:49<00:00,  2.33it/s]\nEpoch 0: |          | 5559/? [39:49<00:00,  2.33it/s]\nEpoch 0: |          | 5559/? [39:49<00:00,  2.33it/s]\nEpoch 0: |          | 5560/? [39:50<00:00,  2.33it/s]\nEpoch 0: |          | 5560/? [39:50<00:00,  2.33it/s]\nEpoch 0: |          | 5561/? [39:50<00:00,  2.33it/s]\nEpoch 0: |          | 5561/? [39:50<00:00,  2.33it/s]\nEpoch 0: |          | 5562/? [39:50<00:00,  2.33it/s]\nEpoch 0: |          | 5562/? [39:50<00:00,  2.33it/s]\nEpoch 0: |          | 5563/? [39:51<00:00,  2.33it/s]\nEpoch 0: |          | 5563/? [39:51<00:00,  2.33it/s]\nEpoch 0: |          | 5564/? [39:51<00:00,  2.33it/s]\nEpoch 0: |          | 5564/? [39:51<00:00,  2.33it/s]\nEpoch 0: |          | 5565/? [39:51<00:00,  2.33it/s]\nEpoch 0: |          | 5565/? [39:51<00:00,  2.33it/s]\nEpoch 0: |          | 5566/? [39:52<00:00,  2.33it/s]\nEpoch 0: |          | 5566/? [39:52<00:00,  2.33it/s]\nEpoch 0: |          | 5567/? [39:52<00:00,  2.33it/s]\nEpoch 0: |          | 5567/? [39:52<00:00,  2.33it/s]\nEpoch 0: |          | 5568/? [39:52<00:00,  2.33it/s]\nEpoch 0: |          | 5568/? [39:52<00:00,  2.33it/s]\nEpoch 0: |          | 5569/? [39:52<00:00,  2.33it/s]\nEpoch 0: |          | 5569/? [39:52<00:00,  2.33it/s]\nEpoch 0: |          | 5570/? [39:53<00:00,  2.33it/s]\nEpoch 0: |          | 5570/? [39:53<00:00,  2.33it/s]\nEpoch 0: |          | 5571/? [39:53<00:00,  2.33it/s]\nEpoch 0: |          | 5571/? [39:53<00:00,  2.33it/s]\nEpoch 0: |          | 5572/? [39:53<00:00,  2.33it/s]\nEpoch 0: |          | 5572/? [39:53<00:00,  2.33it/s]\nEpoch 0: |          | 5573/? [39:54<00:00,  2.33it/s]\nEpoch 0: |          | 5573/? [39:54<00:00,  2.33it/s]\nEpoch 0: |          | 5574/? [39:54<00:00,  2.33it/s]\nEpoch 0: |          | 5574/? [39:54<00:00,  2.33it/s]\nEpoch 0: |          | 5575/? [39:54<00:00,  2.33it/s]\nEpoch 0: |          | 5575/? [39:54<00:00,  2.33it/s]\nEpoch 0: |          | 5576/? [39:55<00:00,  2.33it/s]\nEpoch 0: |          | 5576/? [39:55<00:00,  2.33it/s]\nEpoch 0: |          | 5577/? [39:55<00:00,  2.33it/s]\nEpoch 0: |          | 5577/? [39:55<00:00,  2.33it/s]\nEpoch 0: |          | 5578/? [39:55<00:00,  2.33it/s]\nEpoch 0: |          | 5578/? [39:55<00:00,  2.33it/s]\nEpoch 0: |          | 5579/? [39:56<00:00,  2.33it/s]\nEpoch 0: |          | 5579/? [39:56<00:00,  2.33it/s]\nEpoch 0: |          | 5580/? [39:56<00:00,  2.33it/s]\nEpoch 0: |          | 5580/? [39:56<00:00,  2.33it/s]\nEpoch 0: |          | 5581/? [39:56<00:00,  2.33it/s]\nEpoch 0: |          | 5581/? [39:56<00:00,  2.33it/s]\nEpoch 0: |          | 5582/? [39:56<00:00,  2.33it/s]\nEpoch 0: |          | 5582/? [39:56<00:00,  2.33it/s]\nEpoch 0: |          | 5583/? [39:57<00:00,  2.33it/s]\nEpoch 0: |          | 5583/? [39:57<00:00,  2.33it/s]\nEpoch 0: |          | 5584/? [39:57<00:00,  2.33it/s]\nEpoch 0: |          | 5584/? [39:57<00:00,  2.33it/s]\nEpoch 0: |          | 5585/? [39:57<00:00,  2.33it/s]\nEpoch 0: |          | 5585/? [39:57<00:00,  2.33it/s]\nEpoch 0: |          | 5586/? [39:58<00:00,  2.33it/s]\nEpoch 0: |          | 5586/? [39:58<00:00,  2.33it/s]\nEpoch 0: |          | 5587/? [39:58<00:00,  2.33it/s]\nEpoch 0: |          | 5587/? [39:58<00:00,  2.33it/s]\nEpoch 0: |          | 5588/? [39:58<00:00,  2.33it/s]\nEpoch 0: |          | 5588/? [39:58<00:00,  2.33it/s]\nEpoch 0: |          | 5589/? [39:59<00:00,  2.33it/s]\nEpoch 0: |          | 5589/? [39:59<00:00,  2.33it/s]\nEpoch 0: |          | 5590/? [39:59<00:00,  2.33it/s]\nEpoch 0: |          | 5590/? [39:59<00:00,  2.33it/s]\nEpoch 0: |          | 5591/? [39:59<00:00,  2.33it/s]\nEpoch 0: |          | 5591/? [39:59<00:00,  2.33it/s]\nEpoch 0: |          | 5592/? [39:59<00:00,  2.33it/s]\nEpoch 0: |          | 5592/? [39:59<00:00,  2.33it/s]\nEpoch 0: |          | 5593/? [40:00<00:00,  2.33it/s]\nEpoch 0: |          | 5593/? [40:00<00:00,  2.33it/s]\nEpoch 0: |          | 5594/? [40:00<00:00,  2.33it/s]\nEpoch 0: |          | 5594/? [40:00<00:00,  2.33it/s]\nEpoch 0: |          | 5595/? [40:00<00:00,  2.33it/s]\nEpoch 0: |          | 5595/? [40:00<00:00,  2.33it/s]\nEpoch 0: |          | 5596/? [40:01<00:00,  2.33it/s]\nEpoch 0: |          | 5596/? [40:01<00:00,  2.33it/s]\nEpoch 0: |          | 5597/? [40:01<00:00,  2.33it/s]\nEpoch 0: |          | 5597/? [40:01<00:00,  2.33it/s]\nEpoch 0: |          | 5598/? [40:01<00:00,  2.33it/s]\nEpoch 0: |          | 5598/? [40:01<00:00,  2.33it/s]\nEpoch 0: |          | 5599/? [40:02<00:00,  2.33it/s]\nEpoch 0: |          | 5599/? [40:02<00:00,  2.33it/s]\nEpoch 0: |          | 5600/? [40:02<00:00,  2.33it/s]\nEpoch 0: |          | 5600/? [40:02<00:00,  2.33it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.86it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 11.69it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 11.60it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 11.22it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 5600/? [40:02<00:00,  2.33it/s]\nEpoch 0: |          | 5601/? [40:03<00:00,  2.33it/s]\nEpoch 0: |          | 5601/? [40:03<00:00,  2.33it/s]\nEpoch 0: |          | 5602/? [40:03<00:00,  2.33it/s]\nEpoch 0: |          | 5602/? [40:03<00:00,  2.33it/s]\nEpoch 0: |          | 5603/? [40:03<00:00,  2.33it/s]\nEpoch 0: |          | 5603/? [40:03<00:00,  2.33it/s]\nEpoch 0: |          | 5604/? [40:03<00:00,  2.33it/s]\nEpoch 0: |          | 5604/? [40:03<00:00,  2.33it/s]\nEpoch 0: |          | 5605/? [40:04<00:00,  2.33it/s]\nEpoch 0: |          | 5605/? [40:04<00:00,  2.33it/s]\nEpoch 0: |          | 5606/? [40:04<00:00,  2.33it/s]\nEpoch 0: |          | 5606/? [40:04<00:00,  2.33it/s]\nEpoch 0: |          | 5607/? [40:04<00:00,  2.33it/s]\nEpoch 0: |          | 5607/? [40:04<00:00,  2.33it/s]\nEpoch 0: |          | 5608/? [40:05<00:00,  2.33it/s]\nEpoch 0: |          | 5608/? [40:05<00:00,  2.33it/s]\nEpoch 0: |          | 5609/? [40:05<00:00,  2.33it/s]\nEpoch 0: |          | 5609/? [40:05<00:00,  2.33it/s]\nEpoch 0: |          | 5610/? [40:05<00:00,  2.33it/s]\nEpoch 0: |          | 5610/? [40:05<00:00,  2.33it/s]\nEpoch 0: |          | 5611/? [40:06<00:00,  2.33it/s]\nEpoch 0: |          | 5611/? [40:06<00:00,  2.33it/s]\nEpoch 0: |          | 5612/? [40:06<00:00,  2.33it/s]\nEpoch 0: |          | 5612/? [40:06<00:00,  2.33it/s]\nEpoch 0: |          | 5613/? [40:06<00:00,  2.33it/s]\nEpoch 0: |          | 5613/? [40:06<00:00,  2.33it/s]\nEpoch 0: |          | 5614/? [40:06<00:00,  2.33it/s]\nEpoch 0: |          | 5614/? [40:06<00:00,  2.33it/s]\nEpoch 0: |          | 5615/? [40:07<00:00,  2.33it/s]\nEpoch 0: |          | 5615/? [40:07<00:00,  2.33it/s]\nEpoch 0: |          | 5616/? [40:07<00:00,  2.33it/s]\nEpoch 0: |          | 5616/? [40:07<00:00,  2.33it/s]\nEpoch 0: |          | 5617/? [40:07<00:00,  2.33it/s]\nEpoch 0: |          | 5617/? [40:07<00:00,  2.33it/s]\nEpoch 0: |          | 5618/? [40:08<00:00,  2.33it/s]\nEpoch 0: |          | 5618/? [40:08<00:00,  2.33it/s]\nEpoch 0: |          | 5619/? [40:08<00:00,  2.33it/s]\nEpoch 0: |          | 5619/? [40:08<00:00,  2.33it/s]\nEpoch 0: |          | 5620/? [40:08<00:00,  2.33it/s]\nEpoch 0: |          | 5620/? [40:08<00:00,  2.33it/s]\nEpoch 0: |          | 5621/? [40:09<00:00,  2.33it/s]\nEpoch 0: |          | 5621/? [40:09<00:00,  2.33it/s]\nEpoch 0: |          | 5622/? [40:09<00:00,  2.33it/s]\nEpoch 0: |          | 5622/? [40:09<00:00,  2.33it/s]\nEpoch 0: |          | 5623/? [40:09<00:00,  2.33it/s]\nEpoch 0: |          | 5623/? [40:09<00:00,  2.33it/s]\nEpoch 0: |          | 5624/? [40:09<00:00,  2.33it/s]\nEpoch 0: |          | 5624/? [40:09<00:00,  2.33it/s]\nEpoch 0: |          | 5625/? [40:10<00:00,  2.33it/s]\nEpoch 0: |          | 5625/? [40:10<00:00,  2.33it/s]\nEpoch 0: |          | 5626/? [40:10<00:00,  2.33it/s]\nEpoch 0: |          | 5626/? [40:10<00:00,  2.33it/s]\nEpoch 0: |          | 5627/? [40:10<00:00,  2.33it/s]\nEpoch 0: |          | 5627/? [40:10<00:00,  2.33it/s]\nEpoch 0: |          | 5628/? [40:11<00:00,  2.33it/s]\nEpoch 0: |          | 5628/? [40:11<00:00,  2.33it/s]\nEpoch 0: |          | 5629/? [40:11<00:00,  2.33it/s]\nEpoch 0: |          | 5629/? [40:11<00:00,  2.33it/s]\nEpoch 0: |          | 5630/? [40:11<00:00,  2.33it/s]\nEpoch 0: |          | 5630/? [40:11<00:00,  2.33it/s]\nEpoch 0: |          | 5631/? [40:12<00:00,  2.33it/s]\nEpoch 0: |          | 5631/? [40:12<00:00,  2.33it/s]\nEpoch 0: |          | 5632/? [40:12<00:00,  2.33it/s]\nEpoch 0: |          | 5632/? [40:12<00:00,  2.33it/s]\nEpoch 0: |          | 5633/? [40:12<00:00,  2.33it/s]\nEpoch 0: |          | 5633/? [40:12<00:00,  2.33it/s]\nEpoch 0: |          | 5634/? [40:12<00:00,  2.33it/s]\nEpoch 0: |          | 5634/? [40:12<00:00,  2.33it/s]\nEpoch 0: |          | 5635/? [40:13<00:00,  2.34it/s]\nEpoch 0: |          | 5635/? [40:13<00:00,  2.34it/s]\nEpoch 0: |          | 5636/? [40:13<00:00,  2.34it/s]\nEpoch 0: |          | 5636/? [40:13<00:00,  2.34it/s]\nEpoch 0: |          | 5637/? [40:13<00:00,  2.34it/s]\nEpoch 0: |          | 5637/? [40:13<00:00,  2.34it/s]\nEpoch 0: |          | 5638/? [40:14<00:00,  2.34it/s]\nEpoch 0: |          | 5638/? [40:14<00:00,  2.34it/s]\nEpoch 0: |          | 5639/? [40:14<00:00,  2.34it/s]\nEpoch 0: |          | 5639/? [40:14<00:00,  2.34it/s]\nEpoch 0: |          | 5640/? [40:14<00:00,  2.34it/s]\nEpoch 0: |          | 5640/? [40:14<00:00,  2.34it/s]\nEpoch 0: |          | 5641/? [40:15<00:00,  2.34it/s]\nEpoch 0: |          | 5641/? [40:15<00:00,  2.34it/s]\nEpoch 0: |          | 5642/? [40:15<00:00,  2.34it/s]\nEpoch 0: |          | 5642/? [40:15<00:00,  2.34it/s]\nEpoch 0: |          | 5643/? [40:15<00:00,  2.34it/s]\nEpoch 0: |          | 5643/? [40:15<00:00,  2.34it/s]\nEpoch 0: |          | 5644/? [40:15<00:00,  2.34it/s]\nEpoch 0: |          | 5644/? [40:15<00:00,  2.34it/s]\nEpoch 0: |          | 5645/? [40:16<00:00,  2.34it/s]\nEpoch 0: |          | 5645/? [40:16<00:00,  2.34it/s]\nEpoch 0: |          | 5646/? [40:16<00:00,  2.34it/s]\nEpoch 0: |          | 5646/? [40:16<00:00,  2.34it/s]\nEpoch 0: |          | 5647/? [40:16<00:00,  2.34it/s]\nEpoch 0: |          | 5647/? [40:16<00:00,  2.34it/s]\nEpoch 0: |          | 5648/? [40:17<00:00,  2.34it/s]\nEpoch 0: |          | 5648/? [40:17<00:00,  2.34it/s]\nEpoch 0: |          | 5649/? [40:17<00:00,  2.34it/s]\nEpoch 0: |          | 5649/? [40:17<00:00,  2.34it/s]\nEpoch 0: |          | 5650/? [40:17<00:00,  2.34it/s]\nEpoch 0: |          | 5650/? [40:17<00:00,  2.34it/s]\nEpoch 0: |          | 5651/? [40:18<00:00,  2.34it/s]\nEpoch 0: |          | 5651/? [40:18<00:00,  2.34it/s]\nEpoch 0: |          | 5652/? [40:18<00:00,  2.34it/s]\nEpoch 0: |          | 5652/? [40:18<00:00,  2.34it/s]\nEpoch 0: |          | 5653/? [40:18<00:00,  2.34it/s]\nEpoch 0: |          | 5653/? [40:18<00:00,  2.34it/s]\nEpoch 0: |          | 5654/? [40:19<00:00,  2.34it/s]\nEpoch 0: |          | 5654/? [40:19<00:00,  2.34it/s]\nEpoch 0: |          | 5655/? [40:19<00:00,  2.34it/s]\nEpoch 0: |          | 5655/? [40:19<00:00,  2.34it/s]\nEpoch 0: |          | 5656/? [40:19<00:00,  2.34it/s]\nEpoch 0: |          | 5656/? [40:19<00:00,  2.34it/s]\nEpoch 0: |          | 5657/? [40:20<00:00,  2.34it/s]\nEpoch 0: |          | 5657/? [40:20<00:00,  2.34it/s]\nEpoch 0: |          | 5658/? [40:20<00:00,  2.34it/s]\nEpoch 0: |          | 5658/? [40:20<00:00,  2.34it/s]\nEpoch 0: |          | 5659/? [40:20<00:00,  2.34it/s]\nEpoch 0: |          | 5659/? [40:20<00:00,  2.34it/s]\nEpoch 0: |          | 5660/? [40:20<00:00,  2.34it/s]\nEpoch 0: |          | 5660/? [40:20<00:00,  2.34it/s]\nEpoch 0: |          | 5661/? [40:21<00:00,  2.34it/s]\nEpoch 0: |          | 5661/? [40:21<00:00,  2.34it/s]\nEpoch 0: |          | 5662/? [40:21<00:00,  2.34it/s]\nEpoch 0: |          | 5662/? [40:21<00:00,  2.34it/s]\nEpoch 0: |          | 5663/? [40:21<00:00,  2.34it/s]\nEpoch 0: |          | 5663/? [40:21<00:00,  2.34it/s]\nEpoch 0: |          | 5664/? [40:22<00:00,  2.34it/s]\nEpoch 0: |          | 5664/? [40:22<00:00,  2.34it/s]\nEpoch 0: |          | 5665/? [40:22<00:00,  2.34it/s]\nEpoch 0: |          | 5665/? [40:22<00:00,  2.34it/s]\nEpoch 0: |          | 5666/? [40:22<00:00,  2.34it/s]\nEpoch 0: |          | 5666/? [40:22<00:00,  2.34it/s]\nEpoch 0: |          | 5667/? [40:23<00:00,  2.34it/s]\nEpoch 0: |          | 5667/? [40:23<00:00,  2.34it/s]\nEpoch 0: |          | 5668/? [40:23<00:00,  2.34it/s]\nEpoch 0: |          | 5668/? [40:23<00:00,  2.34it/s]\nEpoch 0: |          | 5669/? [40:23<00:00,  2.34it/s]\nEpoch 0: |          | 5669/? [40:23<00:00,  2.34it/s]\nEpoch 0: |          | 5670/? [40:23<00:00,  2.34it/s]\nEpoch 0: |          | 5670/? [40:23<00:00,  2.34it/s]\nEpoch 0: |          | 5671/? [40:24<00:00,  2.34it/s]\nEpoch 0: |          | 5671/? [40:24<00:00,  2.34it/s]\nEpoch 0: |          | 5672/? [40:24<00:00,  2.34it/s]\nEpoch 0: |          | 5672/? [40:24<00:00,  2.34it/s]\nEpoch 0: |          | 5673/? [40:24<00:00,  2.34it/s]\nEpoch 0: |          | 5673/? [40:24<00:00,  2.34it/s]\nEpoch 0: |          | 5674/? [40:25<00:00,  2.34it/s]\nEpoch 0: |          | 5674/? [40:25<00:00,  2.34it/s]\nEpoch 0: |          | 5675/? [40:25<00:00,  2.34it/s]\nEpoch 0: |          | 5675/? [40:25<00:00,  2.34it/s]\nEpoch 0: |          | 5676/? [40:25<00:00,  2.34it/s]\nEpoch 0: |          | 5676/? [40:25<00:00,  2.34it/s]\nEpoch 0: |          | 5677/? [40:26<00:00,  2.34it/s]\nEpoch 0: |          | 5677/? [40:26<00:00,  2.34it/s]\nEpoch 0: |          | 5678/? [40:26<00:00,  2.34it/s]\nEpoch 0: |          | 5678/? [40:26<00:00,  2.34it/s]\nEpoch 0: |          | 5679/? [40:26<00:00,  2.34it/s]\nEpoch 0: |          | 5679/? [40:26<00:00,  2.34it/s]\nEpoch 0: |          | 5680/? [40:26<00:00,  2.34it/s]\nEpoch 0: |          | 5680/? [40:26<00:00,  2.34it/s]\nEpoch 0: |          | 5681/? [40:27<00:00,  2.34it/s]\nEpoch 0: |          | 5681/? [40:27<00:00,  2.34it/s]\nEpoch 0: |          | 5682/? [40:27<00:00,  2.34it/s]\nEpoch 0: |          | 5682/? [40:27<00:00,  2.34it/s]\nEpoch 0: |          | 5683/? [40:27<00:00,  2.34it/s]\nEpoch 0: |          | 5683/? [40:27<00:00,  2.34it/s]\nEpoch 0: |          | 5684/? [40:28<00:00,  2.34it/s]\nEpoch 0: |          | 5684/? [40:28<00:00,  2.34it/s]\nEpoch 0: |          | 5685/? [40:28<00:00,  2.34it/s]\nEpoch 0: |          | 5685/? [40:28<00:00,  2.34it/s]\nEpoch 0: |          | 5686/? [40:28<00:00,  2.34it/s]\nEpoch 0: |          | 5686/? [40:28<00:00,  2.34it/s]\nEpoch 0: |          | 5687/? [40:29<00:00,  2.34it/s]\nEpoch 0: |          | 5687/? [40:29<00:00,  2.34it/s]\nEpoch 0: |          | 5688/? [40:29<00:00,  2.34it/s]\nEpoch 0: |          | 5688/? [40:29<00:00,  2.34it/s]\nEpoch 0: |          | 5689/? [40:29<00:00,  2.34it/s]\nEpoch 0: |          | 5689/? [40:29<00:00,  2.34it/s]\nEpoch 0: |          | 5690/? [40:30<00:00,  2.34it/s]\nEpoch 0: |          | 5690/? [40:30<00:00,  2.34it/s]\nEpoch 0: |          | 5691/? [40:30<00:00,  2.34it/s]\nEpoch 0: |          | 5691/? [40:30<00:00,  2.34it/s]\nEpoch 0: |          | 5692/? [40:30<00:00,  2.34it/s]\nEpoch 0: |          | 5692/? [40:30<00:00,  2.34it/s]\nEpoch 0: |          | 5693/? [40:30<00:00,  2.34it/s]\nEpoch 0: |          | 5693/? [40:30<00:00,  2.34it/s]\nEpoch 0: |          | 5694/? [40:31<00:00,  2.34it/s]\nEpoch 0: |          | 5694/? [40:31<00:00,  2.34it/s]\nEpoch 0: |          | 5695/? [40:31<00:00,  2.34it/s]\nEpoch 0: |          | 5695/? [40:31<00:00,  2.34it/s]\nEpoch 0: |          | 5696/? [40:31<00:00,  2.34it/s]\nEpoch 0: |          | 5696/? [40:31<00:00,  2.34it/s]\nEpoch 0: |          | 5697/? [40:32<00:00,  2.34it/s]\nEpoch 0: |          | 5697/? [40:32<00:00,  2.34it/s]\nEpoch 0: |          | 5698/? [40:32<00:00,  2.34it/s]\nEpoch 0: |          | 5698/? [40:32<00:00,  2.34it/s]\nEpoch 0: |          | 5699/? [40:32<00:00,  2.34it/s]\nEpoch 0: |          | 5699/? [40:32<00:00,  2.34it/s]\nEpoch 0: |          | 5700/? [40:32<00:00,  2.34it/s]\nEpoch 0: |          | 5700/? [40:32<00:00,  2.34it/s]\nEpoch 0: |          | 5701/? [40:33<00:00,  2.34it/s]\nEpoch 0: |          | 5701/? [40:33<00:00,  2.34it/s]\nEpoch 0: |          | 5702/? [40:33<00:00,  2.34it/s]\nEpoch 0: |          | 5702/? [40:33<00:00,  2.34it/s]\nEpoch 0: |          | 5703/? [40:33<00:00,  2.34it/s]\nEpoch 0: |          | 5703/? [40:33<00:00,  2.34it/s]\nEpoch 0: |          | 5704/? [40:34<00:00,  2.34it/s]\nEpoch 0: |          | 5704/? [40:34<00:00,  2.34it/s]\nEpoch 0: |          | 5705/? [40:34<00:00,  2.34it/s]\nEpoch 0: |          | 5705/? [40:34<00:00,  2.34it/s]\nEpoch 0: |          | 5706/? [40:34<00:00,  2.34it/s]\nEpoch 0: |          | 5706/? [40:34<00:00,  2.34it/s]\nEpoch 0: |          | 5707/? [40:35<00:00,  2.34it/s]\nEpoch 0: |          | 5707/? [40:35<00:00,  2.34it/s]\nEpoch 0: |          | 5708/? [40:35<00:00,  2.34it/s]\nEpoch 0: |          | 5708/? [40:35<00:00,  2.34it/s]\nEpoch 0: |          | 5709/? [40:35<00:00,  2.34it/s]\nEpoch 0: |          | 5709/? [40:35<00:00,  2.34it/s]\nEpoch 0: |          | 5710/? [40:36<00:00,  2.34it/s]\nEpoch 0: |          | 5710/? [40:36<00:00,  2.34it/s]\nEpoch 0: |          | 5711/? [40:36<00:00,  2.34it/s]\nEpoch 0: |          | 5711/? [40:36<00:00,  2.34it/s]\nEpoch 0: |          | 5712/? [40:36<00:00,  2.34it/s]\nEpoch 0: |          | 5712/? [40:36<00:00,  2.34it/s]\nEpoch 0: |          | 5713/? [40:37<00:00,  2.34it/s]\nEpoch 0: |          | 5713/? [40:37<00:00,  2.34it/s]\nEpoch 0: |          | 5714/? [40:37<00:00,  2.34it/s]\nEpoch 0: |          | 5714/? [40:37<00:00,  2.34it/s]\nEpoch 0: |          | 5715/? [40:37<00:00,  2.34it/s]\nEpoch 0: |          | 5715/? [40:37<00:00,  2.34it/s]\nEpoch 0: |          | 5716/? [40:37<00:00,  2.34it/s]\nEpoch 0: |          | 5716/? [40:37<00:00,  2.34it/s]\nEpoch 0: |          | 5717/? [40:38<00:00,  2.34it/s]\nEpoch 0: |          | 5717/? [40:38<00:00,  2.34it/s]\nEpoch 0: |          | 5718/? [40:38<00:00,  2.34it/s]\nEpoch 0: |          | 5718/? [40:38<00:00,  2.34it/s]\nEpoch 0: |          | 5719/? [40:38<00:00,  2.34it/s]\nEpoch 0: |          | 5719/? [40:38<00:00,  2.34it/s]\nEpoch 0: |          | 5720/? [40:39<00:00,  2.35it/s]\nEpoch 0: |          | 5720/? [40:39<00:00,  2.35it/s]\nEpoch 0: |          | 5721/? [40:39<00:00,  2.35it/s]\nEpoch 0: |          | 5721/? [40:39<00:00,  2.35it/s]\nEpoch 0: |          | 5722/? [40:39<00:00,  2.35it/s]\nEpoch 0: |          | 5722/? [40:39<00:00,  2.35it/s]\nEpoch 0: |          | 5723/? [40:40<00:00,  2.35it/s]\nEpoch 0: |          | 5723/? [40:40<00:00,  2.35it/s]\nEpoch 0: |          | 5724/? [40:40<00:00,  2.35it/s]\nEpoch 0: |          | 5724/? [40:40<00:00,  2.35it/s]\nEpoch 0: |          | 5725/? [40:40<00:00,  2.35it/s]\nEpoch 0: |          | 5725/? [40:40<00:00,  2.35it/s]\nEpoch 0: |          | 5726/? [40:40<00:00,  2.35it/s]\nEpoch 0: |          | 5726/? [40:40<00:00,  2.35it/s]\nEpoch 0: |          | 5727/? [40:41<00:00,  2.35it/s]\nEpoch 0: |          | 5727/? [40:41<00:00,  2.35it/s]\nEpoch 0: |          | 5728/? [40:41<00:00,  2.35it/s]\nEpoch 0: |          | 5728/? [40:41<00:00,  2.35it/s]\nEpoch 0: |          | 5729/? [40:41<00:00,  2.35it/s]\nEpoch 0: |          | 5729/? [40:41<00:00,  2.35it/s]\nEpoch 0: |          | 5730/? [40:42<00:00,  2.35it/s]\nEpoch 0: |          | 5730/? [40:42<00:00,  2.35it/s]\nEpoch 0: |          | 5731/? [40:42<00:00,  2.35it/s]\nEpoch 0: |          | 5731/? [40:42<00:00,  2.35it/s]\nEpoch 0: |          | 5732/? [40:42<00:00,  2.35it/s]\nEpoch 0: |          | 5732/? [40:42<00:00,  2.35it/s]\nEpoch 0: |          | 5733/? [40:43<00:00,  2.35it/s]\nEpoch 0: |          | 5733/? [40:43<00:00,  2.35it/s]\nEpoch 0: |          | 5734/? [40:43<00:00,  2.35it/s]\nEpoch 0: |          | 5734/? [40:43<00:00,  2.35it/s]\nEpoch 0: |          | 5735/? [40:43<00:00,  2.35it/s]\nEpoch 0: |          | 5735/? [40:43<00:00,  2.35it/s]\nEpoch 0: |          | 5736/? [40:43<00:00,  2.35it/s]\nEpoch 0: |          | 5736/? [40:43<00:00,  2.35it/s]\nEpoch 0: |          | 5737/? [40:44<00:00,  2.35it/s]\nEpoch 0: |          | 5737/? [40:44<00:00,  2.35it/s]\nEpoch 0: |          | 5738/? [40:44<00:00,  2.35it/s]\nEpoch 0: |          | 5738/? [40:44<00:00,  2.35it/s]\nEpoch 0: |          | 5739/? [40:44<00:00,  2.35it/s]\nEpoch 0: |          | 5739/? [40:44<00:00,  2.35it/s]\nEpoch 0: |          | 5740/? [40:45<00:00,  2.35it/s]\nEpoch 0: |          | 5740/? [40:45<00:00,  2.35it/s]\nEpoch 0: |          | 5741/? [40:45<00:00,  2.35it/s]\nEpoch 0: |          | 5741/? [40:45<00:00,  2.35it/s]\nEpoch 0: |          | 5742/? [40:45<00:00,  2.35it/s]\nEpoch 0: |          | 5742/? [40:45<00:00,  2.35it/s]\nEpoch 0: |          | 5743/? [40:46<00:00,  2.35it/s]\nEpoch 0: |          | 5743/? [40:46<00:00,  2.35it/s]\nEpoch 0: |          | 5744/? [40:46<00:00,  2.35it/s]\nEpoch 0: |          | 5744/? [40:46<00:00,  2.35it/s]\nEpoch 0: |          | 5745/? [40:46<00:00,  2.35it/s]\nEpoch 0: |          | 5745/? [40:46<00:00,  2.35it/s]\nEpoch 0: |          | 5746/? [40:46<00:00,  2.35it/s]\nEpoch 0: |          | 5746/? [40:46<00:00,  2.35it/s]\nEpoch 0: |          | 5747/? [40:47<00:00,  2.35it/s]\nEpoch 0: |          | 5747/? [40:47<00:00,  2.35it/s]\nEpoch 0: |          | 5748/? [40:47<00:00,  2.35it/s]\nEpoch 0: |          | 5748/? [40:47<00:00,  2.35it/s]\nEpoch 0: |          | 5749/? [40:47<00:00,  2.35it/s]\nEpoch 0: |          | 5749/? [40:47<00:00,  2.35it/s]\nEpoch 0: |          | 5750/? [40:48<00:00,  2.35it/s]\nEpoch 0: |          | 5750/? [40:48<00:00,  2.35it/s]\nEpoch 0: |          | 5751/? [40:48<00:00,  2.35it/s]\nEpoch 0: |          | 5751/? [40:48<00:00,  2.35it/s]\nEpoch 0: |          | 5752/? [40:48<00:00,  2.35it/s]\nEpoch 0: |          | 5752/? [40:48<00:00,  2.35it/s]\nEpoch 0: |          | 5753/? [40:49<00:00,  2.35it/s]\nEpoch 0: |          | 5753/? [40:49<00:00,  2.35it/s]\nEpoch 0: |          | 5754/? [40:49<00:00,  2.35it/s]\nEpoch 0: |          | 5754/? [40:49<00:00,  2.35it/s]\nEpoch 0: |          | 5755/? [40:49<00:00,  2.35it/s]\nEpoch 0: |          | 5755/? [40:49<00:00,  2.35it/s]\nEpoch 0: |          | 5756/? [40:49<00:00,  2.35it/s]\nEpoch 0: |          | 5756/? [40:49<00:00,  2.35it/s]\nEpoch 0: |          | 5757/? [40:50<00:00,  2.35it/s]\nEpoch 0: |          | 5757/? [40:50<00:00,  2.35it/s]\nEpoch 0: |          | 5758/? [40:50<00:00,  2.35it/s]\nEpoch 0: |          | 5758/? [40:50<00:00,  2.35it/s]\nEpoch 0: |          | 5759/? [40:50<00:00,  2.35it/s]\nEpoch 0: |          | 5759/? [40:50<00:00,  2.35it/s]\nEpoch 0: |          | 5760/? [40:51<00:00,  2.35it/s]\nEpoch 0: |          | 5760/? [40:51<00:00,  2.35it/s]\nEpoch 0: |          | 5761/? [40:51<00:00,  2.35it/s]\nEpoch 0: |          | 5761/? [40:51<00:00,  2.35it/s]\nEpoch 0: |          | 5762/? [40:51<00:00,  2.35it/s]\nEpoch 0: |          | 5762/? [40:51<00:00,  2.35it/s]\nEpoch 0: |          | 5763/? [40:52<00:00,  2.35it/s]\nEpoch 0: |          | 5763/? [40:52<00:00,  2.35it/s]\nEpoch 0: |          | 5764/? [40:52<00:00,  2.35it/s]\nEpoch 0: |          | 5764/? [40:52<00:00,  2.35it/s]\nEpoch 0: |          | 5765/? [40:52<00:00,  2.35it/s]\nEpoch 0: |          | 5765/? [40:52<00:00,  2.35it/s]\nEpoch 0: |          | 5766/? [40:53<00:00,  2.35it/s]\nEpoch 0: |          | 5766/? [40:53<00:00,  2.35it/s]\nEpoch 0: |          | 5767/? [40:53<00:00,  2.35it/s]\nEpoch 0: |          | 5767/? [40:53<00:00,  2.35it/s]\nEpoch 0: |          | 5768/? [40:53<00:00,  2.35it/s]\nEpoch 0: |          | 5768/? [40:53<00:00,  2.35it/s]\nEpoch 0: |          | 5769/? [40:53<00:00,  2.35it/s]\nEpoch 0: |          | 5769/? [40:53<00:00,  2.35it/s]\nEpoch 0: |          | 5770/? [40:54<00:00,  2.35it/s]\nEpoch 0: |          | 5770/? [40:54<00:00,  2.35it/s]\nEpoch 0: |          | 5771/? [40:54<00:00,  2.35it/s]\nEpoch 0: |          | 5771/? [40:54<00:00,  2.35it/s]\nEpoch 0: |          | 5772/? [40:54<00:00,  2.35it/s]\nEpoch 0: |          | 5772/? [40:54<00:00,  2.35it/s]\nEpoch 0: |          | 5773/? [40:55<00:00,  2.35it/s]\nEpoch 0: |          | 5773/? [40:55<00:00,  2.35it/s]\nEpoch 0: |          | 5774/? [40:55<00:00,  2.35it/s]\nEpoch 0: |          | 5774/? [40:55<00:00,  2.35it/s]\nEpoch 0: |          | 5775/? [40:55<00:00,  2.35it/s]\nEpoch 0: |          | 5775/? [40:55<00:00,  2.35it/s]\nEpoch 0: |          | 5776/? [40:56<00:00,  2.35it/s]\nEpoch 0: |          | 5776/? [40:56<00:00,  2.35it/s]\nEpoch 0: |          | 5777/? [40:56<00:00,  2.35it/s]\nEpoch 0: |          | 5777/? [40:56<00:00,  2.35it/s]\nEpoch 0: |          | 5778/? [40:56<00:00,  2.35it/s]\nEpoch 0: |          | 5778/? [40:56<00:00,  2.35it/s]\nEpoch 0: |          | 5779/? [40:56<00:00,  2.35it/s]\nEpoch 0: |          | 5779/? [40:56<00:00,  2.35it/s]\nEpoch 0: |          | 5780/? [40:57<00:00,  2.35it/s]\nEpoch 0: |          | 5780/? [40:57<00:00,  2.35it/s]\nEpoch 0: |          | 5781/? [40:57<00:00,  2.35it/s]\nEpoch 0: |          | 5781/? [40:57<00:00,  2.35it/s]\nEpoch 0: |          | 5782/? [40:57<00:00,  2.35it/s]\nEpoch 0: |          | 5782/? [40:57<00:00,  2.35it/s]\nEpoch 0: |          | 5783/? [40:58<00:00,  2.35it/s]\nEpoch 0: |          | 5783/? [40:58<00:00,  2.35it/s]\nEpoch 0: |          | 5784/? [40:58<00:00,  2.35it/s]\nEpoch 0: |          | 5784/? [40:58<00:00,  2.35it/s]\nEpoch 0: |          | 5785/? [40:58<00:00,  2.35it/s]\nEpoch 0: |          | 5785/? [40:58<00:00,  2.35it/s]\nEpoch 0: |          | 5786/? [40:59<00:00,  2.35it/s]\nEpoch 0: |          | 5786/? [40:59<00:00,  2.35it/s]\nEpoch 0: |          | 5787/? [40:59<00:00,  2.35it/s]\nEpoch 0: |          | 5787/? [40:59<00:00,  2.35it/s]\nEpoch 0: |          | 5788/? [40:59<00:00,  2.35it/s]\nEpoch 0: |          | 5788/? [40:59<00:00,  2.35it/s]\nEpoch 0: |          | 5789/? [40:59<00:00,  2.35it/s]\nEpoch 0: |          | 5789/? [40:59<00:00,  2.35it/s]\nEpoch 0: |          | 5790/? [41:00<00:00,  2.35it/s]\nEpoch 0: |          | 5790/? [41:00<00:00,  2.35it/s]\nEpoch 0: |          | 5791/? [41:00<00:00,  2.35it/s]\nEpoch 0: |          | 5791/? [41:00<00:00,  2.35it/s]\nEpoch 0: |          | 5792/? [41:00<00:00,  2.35it/s]\nEpoch 0: |          | 5792/? [41:00<00:00,  2.35it/s]\nEpoch 0: |          | 5793/? [41:01<00:00,  2.35it/s]\nEpoch 0: |          | 5793/? [41:01<00:00,  2.35it/s]\nEpoch 0: |          | 5794/? [41:01<00:00,  2.35it/s]\nEpoch 0: |          | 5794/? [41:01<00:00,  2.35it/s]\nEpoch 0: |          | 5795/? [41:01<00:00,  2.35it/s]\nEpoch 0: |          | 5795/? [41:01<00:00,  2.35it/s]\nEpoch 0: |          | 5796/? [41:01<00:00,  2.35it/s]\nEpoch 0: |          | 5796/? [41:01<00:00,  2.35it/s]\nEpoch 0: |          | 5797/? [41:02<00:00,  2.35it/s]\nEpoch 0: |          | 5797/? [41:02<00:00,  2.35it/s]\nEpoch 0: |          | 5798/? [41:02<00:00,  2.35it/s]\nEpoch 0: |          | 5798/? [41:02<00:00,  2.35it/s]\nEpoch 0: |          | 5799/? [41:02<00:00,  2.35it/s]\nEpoch 0: |          | 5799/? [41:02<00:00,  2.35it/s]\nEpoch 0: |          | 5800/? [41:03<00:00,  2.35it/s]\nEpoch 0: |          | 5800/? [41:03<00:00,  2.35it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.77it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.45it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.22it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.16it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 5800/? [41:03<00:00,  2.35it/s]\nEpoch 0: |          | 5801/? [41:03<00:00,  2.35it/s]\nEpoch 0: |          | 5801/? [41:03<00:00,  2.35it/s]\nEpoch 0: |          | 5802/? [41:04<00:00,  2.35it/s]\nEpoch 0: |          | 5802/? [41:04<00:00,  2.35it/s]\nEpoch 0: |          | 5803/? [41:04<00:00,  2.35it/s]\nEpoch 0: |          | 5803/? [41:04<00:00,  2.35it/s]\nEpoch 0: |          | 5804/? [41:04<00:00,  2.35it/s]\nEpoch 0: |          | 5804/? [41:04<00:00,  2.35it/s]\nEpoch 0: |          | 5805/? [41:04<00:00,  2.36it/s]\nEpoch 0: |          | 5805/? [41:04<00:00,  2.36it/s]\nEpoch 0: |          | 5806/? [41:05<00:00,  2.36it/s]\nEpoch 0: |          | 5806/? [41:05<00:00,  2.36it/s]\nEpoch 0: |          | 5807/? [41:05<00:00,  2.36it/s]\nEpoch 0: |          | 5807/? [41:05<00:00,  2.36it/s]\nEpoch 0: |          | 5808/? [41:05<00:00,  2.36it/s]\nEpoch 0: |          | 5808/? [41:05<00:00,  2.36it/s]\nEpoch 0: |          | 5809/? [41:06<00:00,  2.36it/s]\nEpoch 0: |          | 5809/? [41:06<00:00,  2.36it/s]\nEpoch 0: |          | 5810/? [41:06<00:00,  2.36it/s]\nEpoch 0: |          | 5810/? [41:06<00:00,  2.36it/s]\nEpoch 0: |          | 5811/? [41:06<00:00,  2.36it/s]\nEpoch 0: |          | 5811/? [41:06<00:00,  2.36it/s]\nEpoch 0: |          | 5812/? [41:07<00:00,  2.36it/s]\nEpoch 0: |          | 5812/? [41:07<00:00,  2.36it/s]\nEpoch 0: |          | 5813/? [41:07<00:00,  2.36it/s]\nEpoch 0: |          | 5813/? [41:07<00:00,  2.36it/s]\nEpoch 0: |          | 5814/? [41:07<00:00,  2.36it/s]\nEpoch 0: |          | 5814/? [41:07<00:00,  2.36it/s]\nEpoch 0: |          | 5815/? [41:07<00:00,  2.36it/s]\nEpoch 0: |          | 5815/? [41:07<00:00,  2.36it/s]\nEpoch 0: |          | 5816/? [41:08<00:00,  2.36it/s]\nEpoch 0: |          | 5816/? [41:08<00:00,  2.36it/s]\nEpoch 0: |          | 5817/? [41:08<00:00,  2.36it/s]\nEpoch 0: |          | 5817/? [41:08<00:00,  2.36it/s]\nEpoch 0: |          | 5818/? [41:08<00:00,  2.36it/s]\nEpoch 0: |          | 5818/? [41:08<00:00,  2.36it/s]\nEpoch 0: |          | 5819/? [41:09<00:00,  2.36it/s]\nEpoch 0: |          | 5819/? [41:09<00:00,  2.36it/s]\nEpoch 0: |          | 5820/? [41:09<00:00,  2.36it/s]\nEpoch 0: |          | 5820/? [41:09<00:00,  2.36it/s]\nEpoch 0: |          | 5821/? [41:09<00:00,  2.36it/s]\nEpoch 0: |          | 5821/? [41:09<00:00,  2.36it/s]\nEpoch 0: |          | 5822/? [41:10<00:00,  2.36it/s]\nEpoch 0: |          | 5822/? [41:10<00:00,  2.36it/s]\nEpoch 0: |          | 5823/? [41:10<00:00,  2.36it/s]\nEpoch 0: |          | 5823/? [41:10<00:00,  2.36it/s]\nEpoch 0: |          | 5824/? [41:10<00:00,  2.36it/s]\nEpoch 0: |          | 5824/? [41:10<00:00,  2.36it/s]\nEpoch 0: |          | 5825/? [41:10<00:00,  2.36it/s]\nEpoch 0: |          | 5825/? [41:10<00:00,  2.36it/s]\nEpoch 0: |          | 5826/? [41:11<00:00,  2.36it/s]\nEpoch 0: |          | 5826/? [41:11<00:00,  2.36it/s]\nEpoch 0: |          | 5827/? [41:11<00:00,  2.36it/s]\nEpoch 0: |          | 5827/? [41:11<00:00,  2.36it/s]\nEpoch 0: |          | 5828/? [41:11<00:00,  2.36it/s]\nEpoch 0: |          | 5828/? [41:11<00:00,  2.36it/s]\nEpoch 0: |          | 5829/? [41:12<00:00,  2.36it/s]\nEpoch 0: |          | 5829/? [41:12<00:00,  2.36it/s]\nEpoch 0: |          | 5830/? [41:12<00:00,  2.36it/s]\nEpoch 0: |          | 5830/? [41:12<00:00,  2.36it/s]\nEpoch 0: |          | 5831/? [41:12<00:00,  2.36it/s]\nEpoch 0: |          | 5831/? [41:12<00:00,  2.36it/s]\nEpoch 0: |          | 5832/? [41:13<00:00,  2.36it/s]\nEpoch 0: |          | 5832/? [41:13<00:00,  2.36it/s]\nEpoch 0: |          | 5833/? [41:13<00:00,  2.36it/s]\nEpoch 0: |          | 5833/? [41:13<00:00,  2.36it/s]\nEpoch 0: |          | 5834/? [41:13<00:00,  2.36it/s]\nEpoch 0: |          | 5834/? [41:13<00:00,  2.36it/s]\nEpoch 0: |          | 5835/? [41:13<00:00,  2.36it/s]\nEpoch 0: |          | 5835/? [41:13<00:00,  2.36it/s]\nEpoch 0: |          | 5836/? [41:14<00:00,  2.36it/s]\nEpoch 0: |          | 5836/? [41:14<00:00,  2.36it/s]\nEpoch 0: |          | 5837/? [41:14<00:00,  2.36it/s]\nEpoch 0: |          | 5837/? [41:14<00:00,  2.36it/s]\nEpoch 0: |          | 5838/? [41:14<00:00,  2.36it/s]\nEpoch 0: |          | 5838/? [41:14<00:00,  2.36it/s]\nEpoch 0: |          | 5839/? [41:15<00:00,  2.36it/s]\nEpoch 0: |          | 5839/? [41:15<00:00,  2.36it/s]\nEpoch 0: |          | 5840/? [41:15<00:00,  2.36it/s]\nEpoch 0: |          | 5840/? [41:15<00:00,  2.36it/s]\nEpoch 0: |          | 5841/? [41:15<00:00,  2.36it/s]\nEpoch 0: |          | 5841/? [41:15<00:00,  2.36it/s]\nEpoch 0: |          | 5842/? [41:16<00:00,  2.36it/s]\nEpoch 0: |          | 5842/? [41:16<00:00,  2.36it/s]\nEpoch 0: |          | 5843/? [41:16<00:00,  2.36it/s]\nEpoch 0: |          | 5843/? [41:16<00:00,  2.36it/s]\nEpoch 0: |          | 5844/? [41:16<00:00,  2.36it/s]\nEpoch 0: |          | 5844/? [41:16<00:00,  2.36it/s]\nEpoch 0: |          | 5845/? [41:16<00:00,  2.36it/s]\nEpoch 0: |          | 5845/? [41:16<00:00,  2.36it/s]\nEpoch 0: |          | 5846/? [41:17<00:00,  2.36it/s]\nEpoch 0: |          | 5846/? [41:17<00:00,  2.36it/s]\nEpoch 0: |          | 5847/? [41:17<00:00,  2.36it/s]\nEpoch 0: |          | 5847/? [41:17<00:00,  2.36it/s]\nEpoch 0: |          | 5848/? [41:17<00:00,  2.36it/s]\nEpoch 0: |          | 5848/? [41:17<00:00,  2.36it/s]\nEpoch 0: |          | 5849/? [41:18<00:00,  2.36it/s]\nEpoch 0: |          | 5849/? [41:18<00:00,  2.36it/s]\nEpoch 0: |          | 5850/? [41:18<00:00,  2.36it/s]\nEpoch 0: |          | 5850/? [41:18<00:00,  2.36it/s]\nEpoch 0: |          | 5851/? [41:18<00:00,  2.36it/s]\nEpoch 0: |          | 5851/? [41:18<00:00,  2.36it/s]\nEpoch 0: |          | 5852/? [41:18<00:00,  2.36it/s]\nEpoch 0: |          | 5852/? [41:18<00:00,  2.36it/s]\nEpoch 0: |          | 5853/? [41:19<00:00,  2.36it/s]\nEpoch 0: |          | 5853/? [41:19<00:00,  2.36it/s]\nEpoch 0: |          | 5854/? [41:19<00:00,  2.36it/s]\nEpoch 0: |          | 5854/? [41:19<00:00,  2.36it/s]\nEpoch 0: |          | 5855/? [41:19<00:00,  2.36it/s]\nEpoch 0: |          | 5855/? [41:19<00:00,  2.36it/s]\nEpoch 0: |          | 5856/? [41:20<00:00,  2.36it/s]\nEpoch 0: |          | 5856/? [41:20<00:00,  2.36it/s]\nEpoch 0: |          | 5857/? [41:20<00:00,  2.36it/s]\nEpoch 0: |          | 5857/? [41:20<00:00,  2.36it/s]\nEpoch 0: |          | 5858/? [41:20<00:00,  2.36it/s]\nEpoch 0: |          | 5858/? [41:20<00:00,  2.36it/s]\nEpoch 0: |          | 5859/? [41:21<00:00,  2.36it/s]\nEpoch 0: |          | 5859/? [41:21<00:00,  2.36it/s]\nEpoch 0: |          | 5860/? [41:21<00:00,  2.36it/s]\nEpoch 0: |          | 5860/? [41:21<00:00,  2.36it/s]\nEpoch 0: |          | 5861/? [41:21<00:00,  2.36it/s]\nEpoch 0: |          | 5861/? [41:21<00:00,  2.36it/s]\nEpoch 0: |          | 5862/? [41:21<00:00,  2.36it/s]\nEpoch 0: |          | 5862/? [41:21<00:00,  2.36it/s]\nEpoch 0: |          | 5863/? [41:22<00:00,  2.36it/s]\nEpoch 0: |          | 5863/? [41:22<00:00,  2.36it/s]\nEpoch 0: |          | 5864/? [41:22<00:00,  2.36it/s]\nEpoch 0: |          | 5864/? [41:22<00:00,  2.36it/s]\nEpoch 0: |          | 5865/? [41:22<00:00,  2.36it/s]\nEpoch 0: |          | 5865/? [41:22<00:00,  2.36it/s]\nEpoch 0: |          | 5866/? [41:23<00:00,  2.36it/s]\nEpoch 0: |          | 5866/? [41:23<00:00,  2.36it/s]\nEpoch 0: |          | 5867/? [41:23<00:00,  2.36it/s]\nEpoch 0: |          | 5867/? [41:23<00:00,  2.36it/s]\nEpoch 0: |          | 5868/? [41:23<00:00,  2.36it/s]\nEpoch 0: |          | 5868/? [41:23<00:00,  2.36it/s]\nEpoch 0: |          | 5869/? [41:24<00:00,  2.36it/s]\nEpoch 0: |          | 5869/? [41:24<00:00,  2.36it/s]\nEpoch 0: |          | 5870/? [41:24<00:00,  2.36it/s]\nEpoch 0: |          | 5870/? [41:24<00:00,  2.36it/s]\nEpoch 0: |          | 5871/? [41:24<00:00,  2.36it/s]\nEpoch 0: |          | 5871/? [41:24<00:00,  2.36it/s]\nEpoch 0: |          | 5872/? [41:24<00:00,  2.36it/s]\nEpoch 0: |          | 5872/? [41:24<00:00,  2.36it/s]\nEpoch 0: |          | 5873/? [41:25<00:00,  2.36it/s]\nEpoch 0: |          | 5873/? [41:25<00:00,  2.36it/s]\nEpoch 0: |          | 5874/? [41:25<00:00,  2.36it/s]\nEpoch 0: |          | 5874/? [41:25<00:00,  2.36it/s]\nEpoch 0: |          | 5875/? [41:25<00:00,  2.36it/s]\nEpoch 0: |          | 5875/? [41:25<00:00,  2.36it/s]\nEpoch 0: |          | 5876/? [41:26<00:00,  2.36it/s]\nEpoch 0: |          | 5876/? [41:26<00:00,  2.36it/s]\nEpoch 0: |          | 5877/? [41:26<00:00,  2.36it/s]\nEpoch 0: |          | 5877/? [41:26<00:00,  2.36it/s]\nEpoch 0: |          | 5878/? [41:26<00:00,  2.36it/s]\nEpoch 0: |          | 5878/? [41:26<00:00,  2.36it/s]\nEpoch 0: |          | 5879/? [41:27<00:00,  2.36it/s]\nEpoch 0: |          | 5879/? [41:27<00:00,  2.36it/s]\nEpoch 0: |          | 5880/? [41:27<00:00,  2.36it/s]\nEpoch 0: |          | 5880/? [41:27<00:00,  2.36it/s]\nEpoch 0: |          | 5881/? [41:27<00:00,  2.36it/s]\nEpoch 0: |          | 5881/? [41:27<00:00,  2.36it/s]\nEpoch 0: |          | 5882/? [41:27<00:00,  2.36it/s]\nEpoch 0: |          | 5882/? [41:27<00:00,  2.36it/s]\nEpoch 0: |          | 5883/? [41:28<00:00,  2.36it/s]\nEpoch 0: |          | 5883/? [41:28<00:00,  2.36it/s]\nEpoch 0: |          | 5884/? [41:28<00:00,  2.36it/s]\nEpoch 0: |          | 5884/? [41:28<00:00,  2.36it/s]\nEpoch 0: |          | 5885/? [41:28<00:00,  2.36it/s]\nEpoch 0: |          | 5885/? [41:28<00:00,  2.36it/s]\nEpoch 0: |          | 5886/? [41:29<00:00,  2.36it/s]\nEpoch 0: |          | 5886/? [41:29<00:00,  2.36it/s]\nEpoch 0: |          | 5887/? [41:29<00:00,  2.36it/s]\nEpoch 0: |          | 5887/? [41:29<00:00,  2.36it/s]\nEpoch 0: |          | 5888/? [41:29<00:00,  2.36it/s]\nEpoch 0: |          | 5888/? [41:29<00:00,  2.36it/s]\nEpoch 0: |          | 5889/? [41:30<00:00,  2.36it/s]\nEpoch 0: |          | 5889/? [41:30<00:00,  2.36it/s]\nEpoch 0: |          | 5890/? [41:30<00:00,  2.37it/s]\nEpoch 0: |          | 5890/? [41:30<00:00,  2.37it/s]\nEpoch 0: |          | 5891/? [41:30<00:00,  2.37it/s]\nEpoch 0: |          | 5891/? [41:30<00:00,  2.37it/s]\nEpoch 0: |          | 5892/? [41:30<00:00,  2.37it/s]\nEpoch 0: |          | 5892/? [41:30<00:00,  2.37it/s]\nEpoch 0: |          | 5893/? [41:31<00:00,  2.37it/s]\nEpoch 0: |          | 5893/? [41:31<00:00,  2.37it/s]\nEpoch 0: |          | 5894/? [41:31<00:00,  2.37it/s]\nEpoch 0: |          | 5894/? [41:31<00:00,  2.37it/s]\nEpoch 0: |          | 5895/? [41:31<00:00,  2.37it/s]\nEpoch 0: |          | 5895/? [41:31<00:00,  2.37it/s]\nEpoch 0: |          | 5896/? [41:32<00:00,  2.37it/s]\nEpoch 0: |          | 5896/? [41:32<00:00,  2.37it/s]\nEpoch 0: |          | 5897/? [41:32<00:00,  2.37it/s]\nEpoch 0: |          | 5897/? [41:32<00:00,  2.37it/s]\nEpoch 0: |          | 5898/? [41:32<00:00,  2.37it/s]\nEpoch 0: |          | 5898/? [41:32<00:00,  2.37it/s]\nEpoch 0: |          | 5899/? [41:32<00:00,  2.37it/s]\nEpoch 0: |          | 5899/? [41:32<00:00,  2.37it/s]\nEpoch 0: |          | 5900/? [41:33<00:00,  2.37it/s]\nEpoch 0: |          | 5900/? [41:33<00:00,  2.37it/s]\nEpoch 0: |          | 5901/? [41:33<00:00,  2.37it/s]\nEpoch 0: |          | 5901/? [41:33<00:00,  2.37it/s]\nEpoch 0: |          | 5902/? [41:33<00:00,  2.37it/s]\nEpoch 0: |          | 5902/? [41:33<00:00,  2.37it/s]\nEpoch 0: |          | 5903/? [41:34<00:00,  2.37it/s]\nEpoch 0: |          | 5903/? [41:34<00:00,  2.37it/s]\nEpoch 0: |          | 5904/? [41:34<00:00,  2.37it/s]\nEpoch 0: |          | 5904/? [41:34<00:00,  2.37it/s]\nEpoch 0: |          | 5905/? [41:34<00:00,  2.37it/s]\nEpoch 0: |          | 5905/? [41:34<00:00,  2.37it/s]\nEpoch 0: |          | 5906/? [41:35<00:00,  2.37it/s]\nEpoch 0: |          | 5906/? [41:35<00:00,  2.37it/s]\nEpoch 0: |          | 5907/? [41:35<00:00,  2.37it/s]\nEpoch 0: |          | 5907/? [41:35<00:00,  2.37it/s]\nEpoch 0: |          | 5908/? [41:35<00:00,  2.37it/s]\nEpoch 0: |          | 5908/? [41:35<00:00,  2.37it/s]\nEpoch 0: |          | 5909/? [41:35<00:00,  2.37it/s]\nEpoch 0: |          | 5909/? [41:35<00:00,  2.37it/s]\nEpoch 0: |          | 5910/? [41:36<00:00,  2.37it/s]\nEpoch 0: |          | 5910/? [41:36<00:00,  2.37it/s]\nEpoch 0: |          | 5911/? [41:36<00:00,  2.37it/s]\nEpoch 0: |          | 5911/? [41:36<00:00,  2.37it/s]\nEpoch 0: |          | 5912/? [41:36<00:00,  2.37it/s]\nEpoch 0: |          | 5912/? [41:36<00:00,  2.37it/s]\nEpoch 0: |          | 5913/? [41:37<00:00,  2.37it/s]\nEpoch 0: |          | 5913/? [41:37<00:00,  2.37it/s]\nEpoch 0: |          | 5914/? [41:37<00:00,  2.37it/s]\nEpoch 0: |          | 5914/? [41:37<00:00,  2.37it/s]\nEpoch 0: |          | 5915/? [41:37<00:00,  2.37it/s]\nEpoch 0: |          | 5915/? [41:37<00:00,  2.37it/s]\nEpoch 0: |          | 5916/? [41:38<00:00,  2.37it/s]\nEpoch 0: |          | 5916/? [41:38<00:00,  2.37it/s]\nEpoch 0: |          | 5917/? [41:38<00:00,  2.37it/s]\nEpoch 0: |          | 5917/? [41:38<00:00,  2.37it/s]\nEpoch 0: |          | 5918/? [41:38<00:00,  2.37it/s]\nEpoch 0: |          | 5918/? [41:38<00:00,  2.37it/s]\nEpoch 0: |          | 5919/? [41:38<00:00,  2.37it/s]\nEpoch 0: |          | 5919/? [41:38<00:00,  2.37it/s]\nEpoch 0: |          | 5920/? [41:39<00:00,  2.37it/s]\nEpoch 0: |          | 5920/? [41:39<00:00,  2.37it/s]\nEpoch 0: |          | 5921/? [41:39<00:00,  2.37it/s]\nEpoch 0: |          | 5921/? [41:39<00:00,  2.37it/s]\nEpoch 0: |          | 5922/? [41:39<00:00,  2.37it/s]\nEpoch 0: |          | 5922/? [41:39<00:00,  2.37it/s]\nEpoch 0: |          | 5923/? [41:40<00:00,  2.37it/s]\nEpoch 0: |          | 5923/? [41:40<00:00,  2.37it/s]\nEpoch 0: |          | 5924/? [41:40<00:00,  2.37it/s]\nEpoch 0: |          | 5924/? [41:40<00:00,  2.37it/s]\nEpoch 0: |          | 5925/? [41:40<00:00,  2.37it/s]\nEpoch 0: |          | 5925/? [41:40<00:00,  2.37it/s]\nEpoch 0: |          | 5926/? [41:41<00:00,  2.37it/s]\nEpoch 0: |          | 5926/? [41:41<00:00,  2.37it/s]\nEpoch 0: |          | 5927/? [41:41<00:00,  2.37it/s]\nEpoch 0: |          | 5927/? [41:41<00:00,  2.37it/s]\nEpoch 0: |          | 5928/? [41:41<00:00,  2.37it/s]\nEpoch 0: |          | 5928/? [41:41<00:00,  2.37it/s]\nEpoch 0: |          | 5929/? [41:41<00:00,  2.37it/s]\nEpoch 0: |          | 5929/? [41:41<00:00,  2.37it/s]\nEpoch 0: |          | 5930/? [41:42<00:00,  2.37it/s]\nEpoch 0: |          | 5930/? [41:42<00:00,  2.37it/s]\nEpoch 0: |          | 5931/? [41:42<00:00,  2.37it/s]\nEpoch 0: |          | 5931/? [41:42<00:00,  2.37it/s]\nEpoch 0: |          | 5932/? [41:42<00:00,  2.37it/s]\nEpoch 0: |          | 5932/? [41:42<00:00,  2.37it/s]\nEpoch 0: |          | 5933/? [41:43<00:00,  2.37it/s]\nEpoch 0: |          | 5933/? [41:43<00:00,  2.37it/s]\nEpoch 0: |          | 5934/? [41:43<00:00,  2.37it/s]\nEpoch 0: |          | 5934/? [41:43<00:00,  2.37it/s]\nEpoch 0: |          | 5935/? [41:43<00:00,  2.37it/s]\nEpoch 0: |          | 5935/? [41:43<00:00,  2.37it/s]\nEpoch 0: |          | 5936/? [41:43<00:00,  2.37it/s]\nEpoch 0: |          | 5936/? [41:43<00:00,  2.37it/s]\nEpoch 0: |          | 5937/? [41:44<00:00,  2.37it/s]\nEpoch 0: |          | 5937/? [41:44<00:00,  2.37it/s]\nEpoch 0: |          | 5938/? [41:44<00:00,  2.37it/s]\nEpoch 0: |          | 5938/? [41:44<00:00,  2.37it/s]\nEpoch 0: |          | 5939/? [41:44<00:00,  2.37it/s]\nEpoch 0: |          | 5939/? [41:44<00:00,  2.37it/s]\nEpoch 0: |          | 5940/? [41:45<00:00,  2.37it/s]\nEpoch 0: |          | 5940/? [41:45<00:00,  2.37it/s]\nEpoch 0: |          | 5941/? [41:45<00:00,  2.37it/s]\nEpoch 0: |          | 5941/? [41:45<00:00,  2.37it/s]\nEpoch 0: |          | 5942/? [41:45<00:00,  2.37it/s]\nEpoch 0: |          | 5942/? [41:45<00:00,  2.37it/s]\nEpoch 0: |          | 5943/? [41:46<00:00,  2.37it/s]\nEpoch 0: |          | 5943/? [41:46<00:00,  2.37it/s]\nEpoch 0: |          | 5944/? [41:46<00:00,  2.37it/s]\nEpoch 0: |          | 5944/? [41:46<00:00,  2.37it/s]\nEpoch 0: |          | 5945/? [41:46<00:00,  2.37it/s]\nEpoch 0: |          | 5945/? [41:46<00:00,  2.37it/s]\nEpoch 0: |          | 5946/? [41:46<00:00,  2.37it/s]\nEpoch 0: |          | 5946/? [41:46<00:00,  2.37it/s]\nEpoch 0: |          | 5947/? [41:47<00:00,  2.37it/s]\nEpoch 0: |          | 5947/? [41:47<00:00,  2.37it/s]\nEpoch 0: |          | 5948/? [41:47<00:00,  2.37it/s]\nEpoch 0: |          | 5948/? [41:47<00:00,  2.37it/s]\nEpoch 0: |          | 5949/? [41:48<00:00,  2.37it/s]\nEpoch 0: |          | 5949/? [41:48<00:00,  2.37it/s]\nEpoch 0: |          | 5950/? [41:48<00:00,  2.37it/s]\nEpoch 0: |          | 5950/? [41:48<00:00,  2.37it/s]\nEpoch 0: |          | 5951/? [41:48<00:00,  2.37it/s]\nEpoch 0: |          | 5951/? [41:48<00:00,  2.37it/s]\nEpoch 0: |          | 5952/? [41:48<00:00,  2.37it/s]\nEpoch 0: |          | 5952/? [41:48<00:00,  2.37it/s]\nEpoch 0: |          | 5953/? [41:49<00:00,  2.37it/s]\nEpoch 0: |          | 5953/? [41:49<00:00,  2.37it/s]\nEpoch 0: |          | 5954/? [41:49<00:00,  2.37it/s]\nEpoch 0: |          | 5954/? [41:49<00:00,  2.37it/s]\nEpoch 0: |          | 5955/? [41:49<00:00,  2.37it/s]\nEpoch 0: |          | 5955/? [41:49<00:00,  2.37it/s]\nEpoch 0: |          | 5956/? [41:50<00:00,  2.37it/s]\nEpoch 0: |          | 5956/? [41:50<00:00,  2.37it/s]\nEpoch 0: |          | 5957/? [41:50<00:00,  2.37it/s]\nEpoch 0: |          | 5957/? [41:50<00:00,  2.37it/s]\nEpoch 0: |          | 5958/? [41:50<00:00,  2.37it/s]\nEpoch 0: |          | 5958/? [41:50<00:00,  2.37it/s]\nEpoch 0: |          | 5959/? [41:51<00:00,  2.37it/s]\nEpoch 0: |          | 5959/? [41:51<00:00,  2.37it/s]\nEpoch 0: |          | 5960/? [41:51<00:00,  2.37it/s]\nEpoch 0: |          | 5960/? [41:51<00:00,  2.37it/s]\nEpoch 0: |          | 5961/? [41:51<00:00,  2.37it/s]\nEpoch 0: |          | 5961/? [41:51<00:00,  2.37it/s]\nEpoch 0: |          | 5962/? [41:52<00:00,  2.37it/s]\nEpoch 0: |          | 5962/? [41:52<00:00,  2.37it/s]\nEpoch 0: |          | 5963/? [41:52<00:00,  2.37it/s]\nEpoch 0: |          | 5963/? [41:52<00:00,  2.37it/s]\nEpoch 0: |          | 5964/? [41:52<00:00,  2.37it/s]\nEpoch 0: |          | 5964/? [41:52<00:00,  2.37it/s]\nEpoch 0: |          | 5965/? [41:52<00:00,  2.37it/s]\nEpoch 0: |          | 5965/? [41:52<00:00,  2.37it/s]\nEpoch 0: |          | 5966/? [41:53<00:00,  2.37it/s]\nEpoch 0: |          | 5966/? [41:53<00:00,  2.37it/s]\nEpoch 0: |          | 5967/? [41:53<00:00,  2.37it/s]\nEpoch 0: |          | 5967/? [41:53<00:00,  2.37it/s]\nEpoch 0: |          | 5968/? [41:53<00:00,  2.37it/s]\nEpoch 0: |          | 5968/? [41:53<00:00,  2.37it/s]\nEpoch 0: |          | 5969/? [41:54<00:00,  2.37it/s]\nEpoch 0: |          | 5969/? [41:54<00:00,  2.37it/s]\nEpoch 0: |          | 5970/? [41:54<00:00,  2.37it/s]\nEpoch 0: |          | 5970/? [41:54<00:00,  2.37it/s]\nEpoch 0: |          | 5971/? [41:54<00:00,  2.37it/s]\nEpoch 0: |          | 5971/? [41:54<00:00,  2.37it/s]\nEpoch 0: |          | 5972/? [41:55<00:00,  2.37it/s]\nEpoch 0: |          | 5972/? [41:55<00:00,  2.37it/s]\nEpoch 0: |          | 5973/? [41:55<00:00,  2.37it/s]\nEpoch 0: |          | 5973/? [41:55<00:00,  2.37it/s]\nEpoch 0: |          | 5974/? [41:55<00:00,  2.37it/s]\nEpoch 0: |          | 5974/? [41:55<00:00,  2.37it/s]\nEpoch 0: |          | 5975/? [41:55<00:00,  2.37it/s]\nEpoch 0: |          | 5975/? [41:55<00:00,  2.37it/s]\nEpoch 0: |          | 5976/? [41:56<00:00,  2.37it/s]\nEpoch 0: |          | 5976/? [41:56<00:00,  2.37it/s]\nEpoch 0: |          | 5977/? [41:56<00:00,  2.38it/s]\nEpoch 0: |          | 5977/? [41:56<00:00,  2.38it/s]\nEpoch 0: |          | 5978/? [41:56<00:00,  2.38it/s]\nEpoch 0: |          | 5978/? [41:56<00:00,  2.38it/s]\nEpoch 0: |          | 5979/? [41:57<00:00,  2.38it/s]\nEpoch 0: |          | 5979/? [41:57<00:00,  2.38it/s]\nEpoch 0: |          | 5980/? [41:57<00:00,  2.38it/s]\nEpoch 0: |          | 5980/? [41:57<00:00,  2.38it/s]\nEpoch 0: |          | 5981/? [41:57<00:00,  2.38it/s]\nEpoch 0: |          | 5981/? [41:57<00:00,  2.38it/s]\nEpoch 0: |          | 5982/? [41:58<00:00,  2.38it/s]\nEpoch 0: |          | 5982/? [41:58<00:00,  2.38it/s]\nEpoch 0: |          | 5983/? [41:58<00:00,  2.38it/s]\nEpoch 0: |          | 5983/? [41:58<00:00,  2.38it/s]\nEpoch 0: |          | 5984/? [41:58<00:00,  2.38it/s]\nEpoch 0: |          | 5984/? [41:58<00:00,  2.38it/s]\nEpoch 0: |          | 5985/? [41:58<00:00,  2.38it/s]\nEpoch 0: |          | 5985/? [41:58<00:00,  2.38it/s]\nEpoch 0: |          | 5986/? [41:59<00:00,  2.38it/s]\nEpoch 0: |          | 5986/? [41:59<00:00,  2.38it/s]\nEpoch 0: |          | 5987/? [41:59<00:00,  2.38it/s]\nEpoch 0: |          | 5987/? [41:59<00:00,  2.38it/s]\nEpoch 0: |          | 5988/? [41:59<00:00,  2.38it/s]\nEpoch 0: |          | 5988/? [41:59<00:00,  2.38it/s]\nEpoch 0: |          | 5989/? [42:00<00:00,  2.38it/s]\nEpoch 0: |          | 5989/? [42:00<00:00,  2.38it/s]\nEpoch 0: |          | 5990/? [42:00<00:00,  2.38it/s]\nEpoch 0: |          | 5990/? [42:00<00:00,  2.38it/s]\nEpoch 0: |          | 5991/? [42:00<00:00,  2.38it/s]\nEpoch 0: |          | 5991/? [42:00<00:00,  2.38it/s]\nEpoch 0: |          | 5992/? [42:00<00:00,  2.38it/s]\nEpoch 0: |          | 5992/? [42:00<00:00,  2.38it/s]\nEpoch 0: |          | 5993/? [42:01<00:00,  2.38it/s]\nEpoch 0: |          | 5993/? [42:01<00:00,  2.38it/s]\nEpoch 0: |          | 5994/? [42:01<00:00,  2.38it/s]\nEpoch 0: |          | 5994/? [42:01<00:00,  2.38it/s]\nEpoch 0: |          | 5995/? [42:01<00:00,  2.38it/s]\nEpoch 0: |          | 5995/? [42:01<00:00,  2.38it/s]\nEpoch 0: |          | 5996/? [42:02<00:00,  2.38it/s]\nEpoch 0: |          | 5996/? [42:02<00:00,  2.38it/s]\nEpoch 0: |          | 5997/? [42:02<00:00,  2.38it/s]\nEpoch 0: |          | 5997/? [42:02<00:00,  2.38it/s]\nEpoch 0: |          | 5998/? [42:02<00:00,  2.38it/s]\nEpoch 0: |          | 5998/? [42:02<00:00,  2.38it/s]\nEpoch 0: |          | 5999/? [42:03<00:00,  2.38it/s]\nEpoch 0: |          | 5999/? [42:03<00:00,  2.38it/s]\nEpoch 0: |          | 6000/? [42:03<00:00,  2.38it/s]\nEpoch 0: |          | 6000/? [42:03<00:00,  2.38it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.03it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.87it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 11.75it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 11.52it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 6000/? [42:03<00:00,  2.38it/s]\nEpoch 0: |          | 6001/? [42:03<00:00,  2.38it/s]\nEpoch 0: |          | 6001/? [42:03<00:00,  2.38it/s]\nEpoch 0: |          | 6002/? [42:04<00:00,  2.38it/s]\nEpoch 0: |          | 6002/? [42:04<00:00,  2.38it/s]\nEpoch 0: |          | 6003/? [42:04<00:00,  2.38it/s]\nEpoch 0: |          | 6003/? [42:04<00:00,  2.38it/s]\nEpoch 0: |          | 6004/? [42:04<00:00,  2.38it/s]\nEpoch 0: |          | 6004/? [42:04<00:00,  2.38it/s]\nEpoch 0: |          | 6005/? [42:05<00:00,  2.38it/s]\nEpoch 0: |          | 6005/? [42:05<00:00,  2.38it/s]\nEpoch 0: |          | 6006/? [42:05<00:00,  2.38it/s]\nEpoch 0: |          | 6006/? [42:05<00:00,  2.38it/s]\nEpoch 0: |          | 6007/? [42:05<00:00,  2.38it/s]\nEpoch 0: |          | 6007/? [42:05<00:00,  2.38it/s]\nEpoch 0: |          | 6008/? [42:06<00:00,  2.38it/s]\nEpoch 0: |          | 6008/? [42:06<00:00,  2.38it/s]\nEpoch 0: |          | 6009/? [42:06<00:00,  2.38it/s]\nEpoch 0: |          | 6009/? [42:06<00:00,  2.38it/s]\nEpoch 0: |          | 6010/? [42:06<00:00,  2.38it/s]\nEpoch 0: |          | 6010/? [42:06<00:00,  2.38it/s]\nEpoch 0: |          | 6011/? [42:07<00:00,  2.38it/s]\nEpoch 0: |          | 6011/? [42:07<00:00,  2.38it/s]\nEpoch 0: |          | 6012/? [42:07<00:00,  2.38it/s]\nEpoch 0: |          | 6012/? [42:07<00:00,  2.38it/s]\nEpoch 0: |          | 6013/? [42:07<00:00,  2.38it/s]\nEpoch 0: |          | 6013/? [42:07<00:00,  2.38it/s]\nEpoch 0: |          | 6014/? [42:07<00:00,  2.38it/s]\nEpoch 0: |          | 6014/? [42:07<00:00,  2.38it/s]\nEpoch 0: |          | 6015/? [42:08<00:00,  2.38it/s]\nEpoch 0: |          | 6015/? [42:08<00:00,  2.38it/s]\nEpoch 0: |          | 6016/? [42:08<00:00,  2.38it/s]\nEpoch 0: |          | 6016/? [42:08<00:00,  2.38it/s]\nEpoch 0: |          | 6017/? [42:08<00:00,  2.38it/s]\nEpoch 0: |          | 6017/? [42:08<00:00,  2.38it/s]\nEpoch 0: |          | 6018/? [42:09<00:00,  2.38it/s]\nEpoch 0: |          | 6018/? [42:09<00:00,  2.38it/s]\nEpoch 0: |          | 6019/? [42:09<00:00,  2.38it/s]\nEpoch 0: |          | 6019/? [42:09<00:00,  2.38it/s]\nEpoch 0: |          | 6020/? [42:09<00:00,  2.38it/s]\nEpoch 0: |          | 6020/? [42:09<00:00,  2.38it/s]\nEpoch 0: |          | 6021/? [42:10<00:00,  2.38it/s]\nEpoch 0: |          | 6021/? [42:10<00:00,  2.38it/s]\nEpoch 0: |          | 6022/? [42:10<00:00,  2.38it/s]\nEpoch 0: |          | 6022/? [42:10<00:00,  2.38it/s]\nEpoch 0: |          | 6023/? [42:10<00:00,  2.38it/s]\nEpoch 0: |          | 6023/? [42:10<00:00,  2.38it/s]\nEpoch 0: |          | 6024/? [42:10<00:00,  2.38it/s]\nEpoch 0: |          | 6024/? [42:10<00:00,  2.38it/s]\nEpoch 0: |          | 6025/? [42:11<00:00,  2.38it/s]\nEpoch 0: |          | 6025/? [42:11<00:00,  2.38it/s]\nEpoch 0: |          | 6026/? [42:11<00:00,  2.38it/s]\nEpoch 0: |          | 6026/? [42:11<00:00,  2.38it/s]\nEpoch 0: |          | 6027/? [42:11<00:00,  2.38it/s]\nEpoch 0: |          | 6027/? [42:11<00:00,  2.38it/s]\nEpoch 0: |          | 6028/? [42:12<00:00,  2.38it/s]\nEpoch 0: |          | 6028/? [42:12<00:00,  2.38it/s]\nEpoch 0: |          | 6029/? [42:12<00:00,  2.38it/s]\nEpoch 0: |          | 6029/? [42:12<00:00,  2.38it/s]\nEpoch 0: |          | 6030/? [42:12<00:00,  2.38it/s]\nEpoch 0: |          | 6030/? [42:12<00:00,  2.38it/s]\nEpoch 0: |          | 6031/? [42:13<00:00,  2.38it/s]\nEpoch 0: |          | 6031/? [42:13<00:00,  2.38it/s]\nEpoch 0: |          | 6032/? [42:13<00:00,  2.38it/s]\nEpoch 0: |          | 6032/? [42:13<00:00,  2.38it/s]\nEpoch 0: |          | 6033/? [42:13<00:00,  2.38it/s]\nEpoch 0: |          | 6033/? [42:13<00:00,  2.38it/s]\nEpoch 0: |          | 6034/? [42:14<00:00,  2.38it/s]\nEpoch 0: |          | 6034/? [42:14<00:00,  2.38it/s]\nEpoch 0: |          | 6035/? [42:14<00:00,  2.38it/s]\nEpoch 0: |          | 6035/? [42:14<00:00,  2.38it/s]\nEpoch 0: |          | 6036/? [42:14<00:00,  2.38it/s]\nEpoch 0: |          | 6036/? [42:14<00:00,  2.38it/s]\nEpoch 0: |          | 6037/? [42:15<00:00,  2.38it/s]\nEpoch 0: |          | 6037/? [42:15<00:00,  2.38it/s]\nEpoch 0: |          | 6038/? [42:15<00:00,  2.38it/s]\nEpoch 0: |          | 6038/? [42:15<00:00,  2.38it/s]\nEpoch 0: |          | 6039/? [42:15<00:00,  2.38it/s]\nEpoch 0: |          | 6039/? [42:15<00:00,  2.38it/s]\nEpoch 0: |          | 6040/? [42:15<00:00,  2.38it/s]\nEpoch 0: |          | 6040/? [42:15<00:00,  2.38it/s]\nEpoch 0: |          | 6041/? [42:16<00:00,  2.38it/s]\nEpoch 0: |          | 6041/? [42:16<00:00,  2.38it/s]\nEpoch 0: |          | 6042/? [42:16<00:00,  2.38it/s]\nEpoch 0: |          | 6042/? [42:16<00:00,  2.38it/s]\nEpoch 0: |          | 6043/? [42:16<00:00,  2.38it/s]\nEpoch 0: |          | 6043/? [42:16<00:00,  2.38it/s]\nEpoch 0: |          | 6044/? [42:17<00:00,  2.38it/s]\nEpoch 0: |          | 6044/? [42:17<00:00,  2.38it/s]\nEpoch 0: |          | 6045/? [42:17<00:00,  2.38it/s]\nEpoch 0: |          | 6045/? [42:17<00:00,  2.38it/s]\nEpoch 0: |          | 6046/? [42:17<00:00,  2.38it/s]\nEpoch 0: |          | 6046/? [42:17<00:00,  2.38it/s]\nEpoch 0: |          | 6047/? [42:18<00:00,  2.38it/s]\nEpoch 0: |          | 6047/? [42:18<00:00,  2.38it/s]\nEpoch 0: |          | 6048/? [42:18<00:00,  2.38it/s]\nEpoch 0: |          | 6048/? [42:18<00:00,  2.38it/s]\nEpoch 0: |          | 6049/? [42:18<00:00,  2.38it/s]\nEpoch 0: |          | 6049/? [42:18<00:00,  2.38it/s]\nEpoch 0: |          | 6050/? [42:18<00:00,  2.38it/s]\nEpoch 0: |          | 6050/? [42:18<00:00,  2.38it/s]\nEpoch 0: |          | 6051/? [42:19<00:00,  2.38it/s]\nEpoch 0: |          | 6051/? [42:19<00:00,  2.38it/s]\nEpoch 0: |          | 6052/? [42:19<00:00,  2.38it/s]\nEpoch 0: |          | 6052/? [42:19<00:00,  2.38it/s]\nEpoch 0: |          | 6053/? [42:19<00:00,  2.38it/s]\nEpoch 0: |          | 6053/? [42:19<00:00,  2.38it/s]\nEpoch 0: |          | 6054/? [42:20<00:00,  2.38it/s]\nEpoch 0: |          | 6054/? [42:20<00:00,  2.38it/s]\nEpoch 0: |          | 6055/? [42:20<00:00,  2.38it/s]\nEpoch 0: |          | 6055/? [42:20<00:00,  2.38it/s]\nEpoch 0: |          | 6056/? [42:20<00:00,  2.38it/s]\nEpoch 0: |          | 6056/? [42:20<00:00,  2.38it/s]\nEpoch 0: |          | 6057/? [42:20<00:00,  2.38it/s]\nEpoch 0: |          | 6057/? [42:20<00:00,  2.38it/s]\nEpoch 0: |          | 6058/? [42:21<00:00,  2.38it/s]\nEpoch 0: |          | 6058/? [42:21<00:00,  2.38it/s]\nEpoch 0: |          | 6059/? [42:21<00:00,  2.38it/s]\nEpoch 0: |          | 6059/? [42:21<00:00,  2.38it/s]\nEpoch 0: |          | 6060/? [42:21<00:00,  2.38it/s]\nEpoch 0: |          | 6060/? [42:21<00:00,  2.38it/s]\nEpoch 0: |          | 6061/? [42:22<00:00,  2.38it/s]\nEpoch 0: |          | 6061/? [42:22<00:00,  2.38it/s]\nEpoch 0: |          | 6062/? [42:22<00:00,  2.38it/s]\nEpoch 0: |          | 6062/? [42:22<00:00,  2.38it/s]\nEpoch 0: |          | 6063/? [42:22<00:00,  2.38it/s]\nEpoch 0: |          | 6063/? [42:22<00:00,  2.38it/s]\nEpoch 0: |          | 6064/? [42:22<00:00,  2.38it/s]\nEpoch 0: |          | 6064/? [42:22<00:00,  2.38it/s]\nEpoch 0: |          | 6065/? [42:23<00:00,  2.38it/s]\nEpoch 0: |          | 6065/? [42:23<00:00,  2.38it/s]\nEpoch 0: |          | 6066/? [42:23<00:00,  2.38it/s]\nEpoch 0: |          | 6066/? [42:23<00:00,  2.38it/s]\nEpoch 0: |          | 6067/? [42:23<00:00,  2.38it/s]\nEpoch 0: |          | 6067/? [42:23<00:00,  2.38it/s]\nEpoch 0: |          | 6068/? [42:24<00:00,  2.39it/s]\nEpoch 0: |          | 6068/? [42:24<00:00,  2.39it/s]\nEpoch 0: |          | 6069/? [42:24<00:00,  2.39it/s]\nEpoch 0: |          | 6069/? [42:24<00:00,  2.39it/s]\nEpoch 0: |          | 6070/? [42:24<00:00,  2.39it/s]\nEpoch 0: |          | 6070/? [42:24<00:00,  2.39it/s]\nEpoch 0: |          | 6071/? [42:25<00:00,  2.39it/s]\nEpoch 0: |          | 6071/? [42:25<00:00,  2.39it/s]\nEpoch 0: |          | 6072/? [42:25<00:00,  2.39it/s]\nEpoch 0: |          | 6072/? [42:25<00:00,  2.39it/s]\nEpoch 0: |          | 6073/? [42:25<00:00,  2.39it/s]\nEpoch 0: |          | 6073/? [42:25<00:00,  2.39it/s]\nEpoch 0: |          | 6074/? [42:25<00:00,  2.39it/s]\nEpoch 0: |          | 6074/? [42:25<00:00,  2.39it/s]\nEpoch 0: |          | 6075/? [42:26<00:00,  2.39it/s]\nEpoch 0: |          | 6075/? [42:26<00:00,  2.39it/s]\nEpoch 0: |          | 6076/? [42:26<00:00,  2.39it/s]\nEpoch 0: |          | 6076/? [42:26<00:00,  2.39it/s]\nEpoch 0: |          | 6077/? [42:26<00:00,  2.39it/s]\nEpoch 0: |          | 6077/? [42:26<00:00,  2.39it/s]\nEpoch 0: |          | 6078/? [42:27<00:00,  2.39it/s]\nEpoch 0: |          | 6078/? [42:27<00:00,  2.39it/s]\nEpoch 0: |          | 6079/? [42:27<00:00,  2.39it/s]\nEpoch 0: |          | 6079/? [42:27<00:00,  2.39it/s]\nEpoch 0: |          | 6080/? [42:27<00:00,  2.39it/s]\nEpoch 0: |          | 6080/? [42:27<00:00,  2.39it/s]\nEpoch 0: |          | 6081/? [42:28<00:00,  2.39it/s]\nEpoch 0: |          | 6081/? [42:28<00:00,  2.39it/s]\nEpoch 0: |          | 6082/? [42:28<00:00,  2.39it/s]\nEpoch 0: |          | 6082/? [42:28<00:00,  2.39it/s]\nEpoch 0: |          | 6083/? [42:28<00:00,  2.39it/s]\nEpoch 0: |          | 6083/? [42:28<00:00,  2.39it/s]\nEpoch 0: |          | 6084/? [42:28<00:00,  2.39it/s]\nEpoch 0: |          | 6084/? [42:28<00:00,  2.39it/s]\nEpoch 0: |          | 6085/? [42:29<00:00,  2.39it/s]\nEpoch 0: |          | 6085/? [42:29<00:00,  2.39it/s]\nEpoch 0: |          | 6086/? [42:29<00:00,  2.39it/s]\nEpoch 0: |          | 6086/? [42:29<00:00,  2.39it/s]\nEpoch 0: |          | 6087/? [42:29<00:00,  2.39it/s]\nEpoch 0: |          | 6087/? [42:29<00:00,  2.39it/s]\nEpoch 0: |          | 6088/? [42:30<00:00,  2.39it/s]\nEpoch 0: |          | 6088/? [42:30<00:00,  2.39it/s]\nEpoch 0: |          | 6089/? [42:30<00:00,  2.39it/s]\nEpoch 0: |          | 6089/? [42:30<00:00,  2.39it/s]\nEpoch 0: |          | 6090/? [42:30<00:00,  2.39it/s]\nEpoch 0: |          | 6090/? [42:30<00:00,  2.39it/s]\nEpoch 0: |          | 6091/? [42:30<00:00,  2.39it/s]\nEpoch 0: |          | 6091/? [42:30<00:00,  2.39it/s]\nEpoch 0: |          | 6092/? [42:31<00:00,  2.39it/s]\nEpoch 0: |          | 6092/? [42:31<00:00,  2.39it/s]\nEpoch 0: |          | 6093/? [42:31<00:00,  2.39it/s]\nEpoch 0: |          | 6093/? [42:31<00:00,  2.39it/s]\nEpoch 0: |          | 6094/? [42:31<00:00,  2.39it/s]\nEpoch 0: |          | 6094/? [42:31<00:00,  2.39it/s]\nEpoch 0: |          | 6095/? [42:32<00:00,  2.39it/s]\nEpoch 0: |          | 6095/? [42:32<00:00,  2.39it/s]\nEpoch 0: |          | 6096/? [42:32<00:00,  2.39it/s]\nEpoch 0: |          | 6096/? [42:32<00:00,  2.39it/s]\nEpoch 0: |          | 6097/? [42:32<00:00,  2.39it/s]\nEpoch 0: |          | 6097/? [42:32<00:00,  2.39it/s]\nEpoch 0: |          | 6098/? [42:32<00:00,  2.39it/s]\nEpoch 0: |          | 6098/? [42:32<00:00,  2.39it/s]\nEpoch 0: |          | 6099/? [42:33<00:00,  2.39it/s]\nEpoch 0: |          | 6099/? [42:33<00:00,  2.39it/s]\nEpoch 0: |          | 6100/? [42:33<00:00,  2.39it/s]\nEpoch 0: |          | 6100/? [42:33<00:00,  2.39it/s]\nEpoch 0: |          | 6101/? [42:33<00:00,  2.39it/s]\nEpoch 0: |          | 6101/? [42:33<00:00,  2.39it/s]\nEpoch 0: |          | 6102/? [42:34<00:00,  2.39it/s]\nEpoch 0: |          | 6102/? [42:34<00:00,  2.39it/s]\nEpoch 0: |          | 6103/? [42:34<00:00,  2.39it/s]\nEpoch 0: |          | 6103/? [42:34<00:00,  2.39it/s]\nEpoch 0: |          | 6104/? [42:34<00:00,  2.39it/s]\nEpoch 0: |          | 6104/? [42:34<00:00,  2.39it/s]\nEpoch 0: |          | 6105/? [42:35<00:00,  2.39it/s]\nEpoch 0: |          | 6105/? [42:35<00:00,  2.39it/s]\nEpoch 0: |          | 6106/? [42:35<00:00,  2.39it/s]\nEpoch 0: |          | 6106/? [42:35<00:00,  2.39it/s]\nEpoch 0: |          | 6107/? [42:35<00:00,  2.39it/s]\nEpoch 0: |          | 6107/? [42:35<00:00,  2.39it/s]\nEpoch 0: |          | 6108/? [42:35<00:00,  2.39it/s]\nEpoch 0: |          | 6108/? [42:35<00:00,  2.39it/s]\nEpoch 0: |          | 6109/? [42:36<00:00,  2.39it/s]\nEpoch 0: |          | 6109/? [42:36<00:00,  2.39it/s]\nEpoch 0: |          | 6110/? [42:36<00:00,  2.39it/s]\nEpoch 0: |          | 6110/? [42:36<00:00,  2.39it/s]\nEpoch 0: |          | 6111/? [42:36<00:00,  2.39it/s]\nEpoch 0: |          | 6111/? [42:36<00:00,  2.39it/s]\nEpoch 0: |          | 6112/? [42:37<00:00,  2.39it/s]\nEpoch 0: |          | 6112/? [42:37<00:00,  2.39it/s]\nEpoch 0: |          | 6113/? [42:37<00:00,  2.39it/s]\nEpoch 0: |          | 6113/? [42:37<00:00,  2.39it/s]\nEpoch 0: |          | 6114/? [42:37<00:00,  2.39it/s]\nEpoch 0: |          | 6114/? [42:37<00:00,  2.39it/s]\nEpoch 0: |          | 6115/? [42:37<00:00,  2.39it/s]\nEpoch 0: |          | 6115/? [42:37<00:00,  2.39it/s]\nEpoch 0: |          | 6116/? [42:38<00:00,  2.39it/s]\nEpoch 0: |          | 6116/? [42:38<00:00,  2.39it/s]\nEpoch 0: |          | 6117/? [42:38<00:00,  2.39it/s]\nEpoch 0: |          | 6117/? [42:38<00:00,  2.39it/s]\nEpoch 0: |          | 6118/? [42:38<00:00,  2.39it/s]\nEpoch 0: |          | 6118/? [42:38<00:00,  2.39it/s]\nEpoch 0: |          | 6119/? [42:39<00:00,  2.39it/s]\nEpoch 0: |          | 6119/? [42:39<00:00,  2.39it/s]\nEpoch 0: |          | 6120/? [42:39<00:00,  2.39it/s]\nEpoch 0: |          | 6120/? [42:39<00:00,  2.39it/s]\nEpoch 0: |          | 6121/? [42:39<00:00,  2.39it/s]\nEpoch 0: |          | 6121/? [42:39<00:00,  2.39it/s]\nEpoch 0: |          | 6122/? [42:39<00:00,  2.39it/s]\nEpoch 0: |          | 6122/? [42:39<00:00,  2.39it/s]\nEpoch 0: |          | 6123/? [42:40<00:00,  2.39it/s]\nEpoch 0: |          | 6123/? [42:40<00:00,  2.39it/s]\nEpoch 0: |          | 6124/? [42:40<00:00,  2.39it/s]\nEpoch 0: |          | 6124/? [42:40<00:00,  2.39it/s]\nEpoch 0: |          | 6125/? [42:40<00:00,  2.39it/s]\nEpoch 0: |          | 6125/? [42:40<00:00,  2.39it/s]\nEpoch 0: |          | 6126/? [42:41<00:00,  2.39it/s]\nEpoch 0: |          | 6126/? [42:41<00:00,  2.39it/s]\nEpoch 0: |          | 6127/? [42:41<00:00,  2.39it/s]\nEpoch 0: |          | 6127/? [42:41<00:00,  2.39it/s]\nEpoch 0: |          | 6128/? [42:41<00:00,  2.39it/s]\nEpoch 0: |          | 6128/? [42:41<00:00,  2.39it/s]\nEpoch 0: |          | 6129/? [42:42<00:00,  2.39it/s]\nEpoch 0: |          | 6129/? [42:42<00:00,  2.39it/s]\nEpoch 0: |          | 6130/? [42:42<00:00,  2.39it/s]\nEpoch 0: |          | 6130/? [42:42<00:00,  2.39it/s]\nEpoch 0: |          | 6131/? [42:42<00:00,  2.39it/s]\nEpoch 0: |          | 6131/? [42:42<00:00,  2.39it/s]\nEpoch 0: |          | 6132/? [42:42<00:00,  2.39it/s]\nEpoch 0: |          | 6132/? [42:42<00:00,  2.39it/s]\nEpoch 0: |          | 6133/? [42:43<00:00,  2.39it/s]\nEpoch 0: |          | 6133/? [42:43<00:00,  2.39it/s]\nEpoch 0: |          | 6134/? [42:43<00:00,  2.39it/s]\nEpoch 0: |          | 6134/? [42:43<00:00,  2.39it/s]\nEpoch 0: |          | 6135/? [42:43<00:00,  2.39it/s]\nEpoch 0: |          | 6135/? [42:43<00:00,  2.39it/s]\nEpoch 0: |          | 6136/? [42:44<00:00,  2.39it/s]\nEpoch 0: |          | 6136/? [42:44<00:00,  2.39it/s]\nEpoch 0: |          | 6137/? [42:44<00:00,  2.39it/s]\nEpoch 0: |          | 6137/? [42:44<00:00,  2.39it/s]\nEpoch 0: |          | 6138/? [42:44<00:00,  2.39it/s]\nEpoch 0: |          | 6138/? [42:44<00:00,  2.39it/s]\nEpoch 0: |          | 6139/? [42:44<00:00,  2.39it/s]\nEpoch 0: |          | 6139/? [42:44<00:00,  2.39it/s]\nEpoch 0: |          | 6140/? [42:45<00:00,  2.39it/s]\nEpoch 0: |          | 6140/? [42:45<00:00,  2.39it/s]\nEpoch 0: |          | 6141/? [42:45<00:00,  2.39it/s]\nEpoch 0: |          | 6141/? [42:45<00:00,  2.39it/s]\nEpoch 0: |          | 6142/? [42:45<00:00,  2.39it/s]\nEpoch 0: |          | 6142/? [42:45<00:00,  2.39it/s]\nEpoch 0: |          | 6143/? [42:46<00:00,  2.39it/s]\nEpoch 0: |          | 6143/? [42:46<00:00,  2.39it/s]\nEpoch 0: |          | 6144/? [42:46<00:00,  2.39it/s]\nEpoch 0: |          | 6144/? [42:46<00:00,  2.39it/s]\nEpoch 0: |          | 6145/? [42:46<00:00,  2.39it/s]\nEpoch 0: |          | 6145/? [42:46<00:00,  2.39it/s]\nEpoch 0: |          | 6146/? [42:47<00:00,  2.39it/s]\nEpoch 0: |          | 6146/? [42:47<00:00,  2.39it/s]\nEpoch 0: |          | 6147/? [42:47<00:00,  2.39it/s]\nEpoch 0: |          | 6147/? [42:47<00:00,  2.39it/s]\nEpoch 0: |          | 6148/? [42:47<00:00,  2.39it/s]\nEpoch 0: |          | 6148/? [42:47<00:00,  2.39it/s]\nEpoch 0: |          | 6149/? [42:47<00:00,  2.39it/s]\nEpoch 0: |          | 6149/? [42:47<00:00,  2.39it/s]\nEpoch 0: |          | 6150/? [42:48<00:00,  2.39it/s]\nEpoch 0: |          | 6150/? [42:48<00:00,  2.39it/s]\nEpoch 0: |          | 6151/? [42:48<00:00,  2.39it/s]\nEpoch 0: |          | 6151/? [42:48<00:00,  2.39it/s]\nEpoch 0: |          | 6152/? [42:48<00:00,  2.39it/s]\nEpoch 0: |          | 6152/? [42:48<00:00,  2.39it/s]\nEpoch 0: |          | 6153/? [42:49<00:00,  2.40it/s]\nEpoch 0: |          | 6153/? [42:49<00:00,  2.40it/s]\nEpoch 0: |          | 6154/? [42:49<00:00,  2.40it/s]\nEpoch 0: |          | 6154/? [42:49<00:00,  2.40it/s]\nEpoch 0: |          | 6155/? [42:49<00:00,  2.40it/s]\nEpoch 0: |          | 6155/? [42:49<00:00,  2.40it/s]\nEpoch 0: |          | 6156/? [42:49<00:00,  2.40it/s]\nEpoch 0: |          | 6156/? [42:49<00:00,  2.40it/s]\nEpoch 0: |          | 6157/? [42:50<00:00,  2.40it/s]\nEpoch 0: |          | 6157/? [42:50<00:00,  2.40it/s]\nEpoch 0: |          | 6158/? [42:50<00:00,  2.40it/s]\nEpoch 0: |          | 6158/? [42:50<00:00,  2.40it/s]\nEpoch 0: |          | 6159/? [42:50<00:00,  2.40it/s]\nEpoch 0: |          | 6159/? [42:50<00:00,  2.40it/s]\nEpoch 0: |          | 6160/? [42:51<00:00,  2.40it/s]\nEpoch 0: |          | 6160/? [42:51<00:00,  2.40it/s]\nEpoch 0: |          | 6161/? [42:51<00:00,  2.40it/s]\nEpoch 0: |          | 6161/? [42:51<00:00,  2.40it/s]\nEpoch 0: |          | 6162/? [42:51<00:00,  2.40it/s]\nEpoch 0: |          | 6162/? [42:51<00:00,  2.40it/s]\nEpoch 0: |          | 6163/? [42:52<00:00,  2.40it/s]\nEpoch 0: |          | 6163/? [42:52<00:00,  2.40it/s]\nEpoch 0: |          | 6164/? [42:52<00:00,  2.40it/s]\nEpoch 0: |          | 6164/? [42:52<00:00,  2.40it/s]\nEpoch 0: |          | 6165/? [42:52<00:00,  2.40it/s]\nEpoch 0: |          | 6165/? [42:52<00:00,  2.40it/s]\nEpoch 0: |          | 6166/? [42:52<00:00,  2.40it/s]\nEpoch 0: |          | 6166/? [42:52<00:00,  2.40it/s]\nEpoch 0: |          | 6167/? [42:53<00:00,  2.40it/s]\nEpoch 0: |          | 6167/? [42:53<00:00,  2.40it/s]\nEpoch 0: |          | 6168/? [42:53<00:00,  2.40it/s]\nEpoch 0: |          | 6168/? [42:53<00:00,  2.40it/s]\nEpoch 0: |          | 6169/? [42:53<00:00,  2.40it/s]\nEpoch 0: |          | 6169/? [42:53<00:00,  2.40it/s]\nEpoch 0: |          | 6170/? [42:54<00:00,  2.40it/s]\nEpoch 0: |          | 6170/? [42:54<00:00,  2.40it/s]\nEpoch 0: |          | 6171/? [42:54<00:00,  2.40it/s]\nEpoch 0: |          | 6171/? [42:54<00:00,  2.40it/s]\nEpoch 0: |          | 6172/? [42:54<00:00,  2.40it/s]\nEpoch 0: |          | 6172/? [42:54<00:00,  2.40it/s]\nEpoch 0: |          | 6173/? [42:54<00:00,  2.40it/s]\nEpoch 0: |          | 6173/? [42:54<00:00,  2.40it/s]\nEpoch 0: |          | 6174/? [42:55<00:00,  2.40it/s]\nEpoch 0: |          | 6174/? [42:55<00:00,  2.40it/s]\nEpoch 0: |          | 6175/? [42:55<00:00,  2.40it/s]\nEpoch 0: |          | 6175/? [42:55<00:00,  2.40it/s]\nEpoch 0: |          | 6176/? [42:55<00:00,  2.40it/s]\nEpoch 0: |          | 6176/? [42:55<00:00,  2.40it/s]\nEpoch 0: |          | 6177/? [42:56<00:00,  2.40it/s]\nEpoch 0: |          | 6177/? [42:56<00:00,  2.40it/s]\nEpoch 0: |          | 6178/? [42:56<00:00,  2.40it/s]\nEpoch 0: |          | 6178/? [42:56<00:00,  2.40it/s]\nEpoch 0: |          | 6179/? [42:56<00:00,  2.40it/s]\nEpoch 0: |          | 6179/? [42:56<00:00,  2.40it/s]\nEpoch 0: |          | 6180/? [42:56<00:00,  2.40it/s]\nEpoch 0: |          | 6180/? [42:56<00:00,  2.40it/s]\nEpoch 0: |          | 6181/? [42:57<00:00,  2.40it/s]\nEpoch 0: |          | 6181/? [42:57<00:00,  2.40it/s]\nEpoch 0: |          | 6182/? [42:57<00:00,  2.40it/s]\nEpoch 0: |          | 6182/? [42:57<00:00,  2.40it/s]\nEpoch 0: |          | 6183/? [42:57<00:00,  2.40it/s]\nEpoch 0: |          | 6183/? [42:57<00:00,  2.40it/s]\nEpoch 0: |          | 6184/? [42:58<00:00,  2.40it/s]\nEpoch 0: |          | 6184/? [42:58<00:00,  2.40it/s]\nEpoch 0: |          | 6185/? [42:58<00:00,  2.40it/s]\nEpoch 0: |          | 6185/? [42:58<00:00,  2.40it/s]\nEpoch 0: |          | 6186/? [42:58<00:00,  2.40it/s]\nEpoch 0: |          | 6186/? [42:58<00:00,  2.40it/s]\nEpoch 0: |          | 6187/? [42:58<00:00,  2.40it/s]\nEpoch 0: |          | 6187/? [42:58<00:00,  2.40it/s]\nEpoch 0: |          | 6188/? [42:59<00:00,  2.40it/s]\nEpoch 0: |          | 6188/? [42:59<00:00,  2.40it/s]\nEpoch 0: |          | 6189/? [42:59<00:00,  2.40it/s]\nEpoch 0: |          | 6189/? [42:59<00:00,  2.40it/s]\nEpoch 0: |          | 6190/? [42:59<00:00,  2.40it/s]\nEpoch 0: |          | 6190/? [42:59<00:00,  2.40it/s]\nEpoch 0: |          | 6191/? [43:00<00:00,  2.40it/s]\nEpoch 0: |          | 6191/? [43:00<00:00,  2.40it/s]\nEpoch 0: |          | 6192/? [43:00<00:00,  2.40it/s]\nEpoch 0: |          | 6192/? [43:00<00:00,  2.40it/s]\nEpoch 0: |          | 6193/? [43:00<00:00,  2.40it/s]\nEpoch 0: |          | 6193/? [43:00<00:00,  2.40it/s]\nEpoch 0: |          | 6194/? [43:01<00:00,  2.40it/s]\nEpoch 0: |          | 6194/? [43:01<00:00,  2.40it/s]\nEpoch 0: |          | 6195/? [43:01<00:00,  2.40it/s]\nEpoch 0: |          | 6195/? [43:01<00:00,  2.40it/s]\nEpoch 0: |          | 6196/? [43:01<00:00,  2.40it/s]\nEpoch 0: |          | 6196/? [43:01<00:00,  2.40it/s]\nEpoch 0: |          | 6197/? [43:01<00:00,  2.40it/s]\nEpoch 0: |          | 6197/? [43:01<00:00,  2.40it/s]\nEpoch 0: |          | 6198/? [43:02<00:00,  2.40it/s]\nEpoch 0: |          | 6198/? [43:02<00:00,  2.40it/s]\nEpoch 0: |          | 6199/? [43:02<00:00,  2.40it/s]\nEpoch 0: |          | 6199/? [43:02<00:00,  2.40it/s]\nEpoch 0: |          | 6200/? [43:02<00:00,  2.40it/s]\nEpoch 0: |          | 6200/? [43:02<00:00,  2.40it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.58it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.59it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.19it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.25it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 6200/? [43:03<00:00,  2.40it/s]\nEpoch 0: |          | 6201/? [43:03<00:00,  2.40it/s]\nEpoch 0: |          | 6201/? [43:03<00:00,  2.40it/s]\nEpoch 0: |          | 6202/? [43:03<00:00,  2.40it/s]\nEpoch 0: |          | 6202/? [43:03<00:00,  2.40it/s]\nEpoch 0: |          | 6203/? [43:04<00:00,  2.40it/s]\nEpoch 0: |          | 6203/? [43:04<00:00,  2.40it/s]\nEpoch 0: |          | 6204/? [43:04<00:00,  2.40it/s]\nEpoch 0: |          | 6204/? [43:04<00:00,  2.40it/s]\nEpoch 0: |          | 6205/? [43:04<00:00,  2.40it/s]\nEpoch 0: |          | 6205/? [43:04<00:00,  2.40it/s]\nEpoch 0: |          | 6206/? [43:04<00:00,  2.40it/s]\nEpoch 0: |          | 6206/? [43:04<00:00,  2.40it/s]\nEpoch 0: |          | 6207/? [43:05<00:00,  2.40it/s]\nEpoch 0: |          | 6207/? [43:05<00:00,  2.40it/s]\nEpoch 0: |          | 6208/? [43:05<00:00,  2.40it/s]\nEpoch 0: |          | 6208/? [43:05<00:00,  2.40it/s]\nEpoch 0: |          | 6209/? [43:05<00:00,  2.40it/s]\nEpoch 0: |          | 6209/? [43:05<00:00,  2.40it/s]\nEpoch 0: |          | 6210/? [43:06<00:00,  2.40it/s]\nEpoch 0: |          | 6210/? [43:06<00:00,  2.40it/s]\nEpoch 0: |          | 6211/? [43:06<00:00,  2.40it/s]\nEpoch 0: |          | 6211/? [43:06<00:00,  2.40it/s]\nEpoch 0: |          | 6212/? [43:06<00:00,  2.40it/s]\nEpoch 0: |          | 6212/? [43:06<00:00,  2.40it/s]\nEpoch 0: |          | 6213/? [43:06<00:00,  2.40it/s]\nEpoch 0: |          | 6213/? [43:07<00:00,  2.40it/s]\nEpoch 0: |          | 6214/? [43:07<00:00,  2.40it/s]\nEpoch 0: |          | 6214/? [43:07<00:00,  2.40it/s]\nEpoch 0: |          | 6215/? [43:07<00:00,  2.40it/s]\nEpoch 0: |          | 6215/? [43:07<00:00,  2.40it/s]\nEpoch 0: |          | 6216/? [43:07<00:00,  2.40it/s]\nEpoch 0: |          | 6216/? [43:07<00:00,  2.40it/s]\nEpoch 0: |          | 6217/? [43:08<00:00,  2.40it/s]\nEpoch 0: |          | 6217/? [43:08<00:00,  2.40it/s]\nEpoch 0: |          | 6218/? [43:08<00:00,  2.40it/s]\nEpoch 0: |          | 6218/? [43:08<00:00,  2.40it/s]\nEpoch 0: |          | 6219/? [43:08<00:00,  2.40it/s]\nEpoch 0: |          | 6219/? [43:08<00:00,  2.40it/s]\nEpoch 0: |          | 6220/? [43:09<00:00,  2.40it/s]\nEpoch 0: |          | 6220/? [43:09<00:00,  2.40it/s]\nEpoch 0: |          | 6221/? [43:09<00:00,  2.40it/s]\nEpoch 0: |          | 6221/? [43:09<00:00,  2.40it/s]\nEpoch 0: |          | 6222/? [43:09<00:00,  2.40it/s]\nEpoch 0: |          | 6222/? [43:09<00:00,  2.40it/s]\nEpoch 0: |          | 6223/? [43:09<00:00,  2.40it/s]\nEpoch 0: |          | 6223/? [43:09<00:00,  2.40it/s]\nEpoch 0: |          | 6224/? [43:10<00:00,  2.40it/s]\nEpoch 0: |          | 6224/? [43:10<00:00,  2.40it/s]\nEpoch 0: |          | 6225/? [43:10<00:00,  2.40it/s]\nEpoch 0: |          | 6225/? [43:10<00:00,  2.40it/s]\nEpoch 0: |          | 6226/? [43:10<00:00,  2.40it/s]\nEpoch 0: |          | 6226/? [43:10<00:00,  2.40it/s]\nEpoch 0: |          | 6227/? [43:11<00:00,  2.40it/s]\nEpoch 0: |          | 6227/? [43:11<00:00,  2.40it/s]\nEpoch 0: |          | 6228/? [43:11<00:00,  2.40it/s]\nEpoch 0: |          | 6228/? [43:11<00:00,  2.40it/s]\nEpoch 0: |          | 6229/? [43:11<00:00,  2.40it/s]\nEpoch 0: |          | 6229/? [43:11<00:00,  2.40it/s]\nEpoch 0: |          | 6230/? [43:11<00:00,  2.40it/s]\nEpoch 0: |          | 6230/? [43:11<00:00,  2.40it/s]\nEpoch 0: |          | 6231/? [43:12<00:00,  2.40it/s]\nEpoch 0: |          | 6231/? [43:12<00:00,  2.40it/s]\nEpoch 0: |          | 6232/? [43:12<00:00,  2.40it/s]\nEpoch 0: |          | 6232/? [43:12<00:00,  2.40it/s]\nEpoch 0: |          | 6233/? [43:12<00:00,  2.40it/s]\nEpoch 0: |          | 6233/? [43:12<00:00,  2.40it/s]\nEpoch 0: |          | 6234/? [43:13<00:00,  2.40it/s]\nEpoch 0: |          | 6234/? [43:13<00:00,  2.40it/s]\nEpoch 0: |          | 6235/? [43:13<00:00,  2.40it/s]\nEpoch 0: |          | 6235/? [43:13<00:00,  2.40it/s]\nEpoch 0: |          | 6236/? [43:13<00:00,  2.40it/s]\nEpoch 0: |          | 6236/? [43:13<00:00,  2.40it/s]\nEpoch 0: |          | 6237/? [43:14<00:00,  2.40it/s]\nEpoch 0: |          | 6237/? [43:14<00:00,  2.40it/s]\nEpoch 0: |          | 6238/? [43:14<00:00,  2.40it/s]\nEpoch 0: |          | 6238/? [43:14<00:00,  2.40it/s]\nEpoch 0: |          | 6239/? [43:14<00:00,  2.40it/s]\nEpoch 0: |          | 6239/? [43:14<00:00,  2.40it/s]\nEpoch 0: |          | 6240/? [43:14<00:00,  2.40it/s]\nEpoch 0: |          | 6240/? [43:14<00:00,  2.40it/s]\nEpoch 0: |          | 6241/? [43:15<00:00,  2.40it/s]\nEpoch 0: |          | 6241/? [43:15<00:00,  2.40it/s]\nEpoch 0: |          | 6242/? [43:15<00:00,  2.40it/s]\nEpoch 0: |          | 6242/? [43:15<00:00,  2.40it/s]\nEpoch 0: |          | 6243/? [43:15<00:00,  2.41it/s]\nEpoch 0: |          | 6243/? [43:15<00:00,  2.41it/s]\nEpoch 0: |          | 6244/? [43:16<00:00,  2.41it/s]\nEpoch 0: |          | 6244/? [43:16<00:00,  2.41it/s]\nEpoch 0: |          | 6245/? [43:16<00:00,  2.41it/s]\nEpoch 0: |          | 6245/? [43:16<00:00,  2.41it/s]\nEpoch 0: |          | 6246/? [43:16<00:00,  2.41it/s]\nEpoch 0: |          | 6246/? [43:16<00:00,  2.41it/s]\nEpoch 0: |          | 6247/? [43:16<00:00,  2.41it/s]\nEpoch 0: |          | 6247/? [43:16<00:00,  2.41it/s]\nEpoch 0: |          | 6248/? [43:17<00:00,  2.41it/s]\nEpoch 0: |          | 6248/? [43:17<00:00,  2.41it/s]\nEpoch 0: |          | 6249/? [43:17<00:00,  2.41it/s]\nEpoch 0: |          | 6249/? [43:17<00:00,  2.41it/s]\nEpoch 0: |          | 6250/? [43:17<00:00,  2.41it/s]\nEpoch 0: |          | 6250/? [43:17<00:00,  2.41it/s]\nEpoch 0: |          | 6251/? [43:18<00:00,  2.41it/s]\nEpoch 0: |          | 6251/? [43:18<00:00,  2.41it/s]\nEpoch 0: |          | 6252/? [43:18<00:00,  2.41it/s]\nEpoch 0: |          | 6252/? [43:18<00:00,  2.41it/s]\nEpoch 0: |          | 6253/? [43:18<00:00,  2.41it/s]\nEpoch 0: |          | 6253/? [43:18<00:00,  2.41it/s]\nEpoch 0: |          | 6254/? [43:18<00:00,  2.41it/s]\nEpoch 0: |          | 6254/? [43:18<00:00,  2.41it/s]\nEpoch 0: |          | 6255/? [43:19<00:00,  2.41it/s]\nEpoch 0: |          | 6255/? [43:19<00:00,  2.41it/s]\nEpoch 0: |          | 6256/? [43:19<00:00,  2.41it/s]\nEpoch 0: |          | 6256/? [43:19<00:00,  2.41it/s]\nEpoch 0: |          | 6257/? [43:19<00:00,  2.41it/s]\nEpoch 0: |          | 6257/? [43:19<00:00,  2.41it/s]\nEpoch 0: |          | 6258/? [43:20<00:00,  2.41it/s]\nEpoch 0: |          | 6258/? [43:20<00:00,  2.41it/s]\nEpoch 0: |          | 6259/? [43:20<00:00,  2.41it/s]\nEpoch 0: |          | 6259/? [43:20<00:00,  2.41it/s]\nEpoch 0: |          | 6260/? [43:20<00:00,  2.41it/s]\nEpoch 0: |          | 6260/? [43:20<00:00,  2.41it/s]\nEpoch 0: |          | 6261/? [43:21<00:00,  2.41it/s]\nEpoch 0: |          | 6261/? [43:21<00:00,  2.41it/s]\nEpoch 0: |          | 6262/? [43:21<00:00,  2.41it/s]\nEpoch 0: |          | 6262/? [43:21<00:00,  2.41it/s]\nEpoch 0: |          | 6263/? [43:21<00:00,  2.41it/s]\nEpoch 0: |          | 6263/? [43:21<00:00,  2.41it/s]\nEpoch 0: |          | 6264/? [43:21<00:00,  2.41it/s]\nEpoch 0: |          | 6264/? [43:21<00:00,  2.41it/s]\nEpoch 0: |          | 6265/? [43:22<00:00,  2.41it/s]\nEpoch 0: |          | 6265/? [43:22<00:00,  2.41it/s]\nEpoch 0: |          | 6266/? [43:22<00:00,  2.41it/s]\nEpoch 0: |          | 6266/? [43:22<00:00,  2.41it/s]\nEpoch 0: |          | 6267/? [43:22<00:00,  2.41it/s]\nEpoch 0: |          | 6267/? [43:22<00:00,  2.41it/s]\nEpoch 0: |          | 6268/? [43:23<00:00,  2.41it/s]\nEpoch 0: |          | 6268/? [43:23<00:00,  2.41it/s]\nEpoch 0: |          | 6269/? [43:23<00:00,  2.41it/s]\nEpoch 0: |          | 6269/? [43:23<00:00,  2.41it/s]\nEpoch 0: |          | 6270/? [43:23<00:00,  2.41it/s]\nEpoch 0: |          | 6270/? [43:23<00:00,  2.41it/s]\nEpoch 0: |          | 6271/? [43:23<00:00,  2.41it/s]\nEpoch 0: |          | 6271/? [43:23<00:00,  2.41it/s]\nEpoch 0: |          | 6272/? [43:24<00:00,  2.41it/s]\nEpoch 0: |          | 6272/? [43:24<00:00,  2.41it/s]\nEpoch 0: |          | 6273/? [43:24<00:00,  2.41it/s]\nEpoch 0: |          | 6273/? [43:24<00:00,  2.41it/s]\nEpoch 0: |          | 6274/? [43:24<00:00,  2.41it/s]\nEpoch 0: |          | 6274/? [43:24<00:00,  2.41it/s]\nEpoch 0: |          | 6275/? [43:25<00:00,  2.41it/s]\nEpoch 0: |          | 6275/? [43:25<00:00,  2.41it/s]\nEpoch 0: |          | 6276/? [43:25<00:00,  2.41it/s]\nEpoch 0: |          | 6276/? [43:25<00:00,  2.41it/s]\nEpoch 0: |          | 6277/? [43:25<00:00,  2.41it/s]\nEpoch 0: |          | 6277/? [43:25<00:00,  2.41it/s]\nEpoch 0: |          | 6278/? [43:25<00:00,  2.41it/s]\nEpoch 0: |          | 6278/? [43:25<00:00,  2.41it/s]\nEpoch 0: |          | 6279/? [43:26<00:00,  2.41it/s]\nEpoch 0: |          | 6279/? [43:26<00:00,  2.41it/s]\nEpoch 0: |          | 6280/? [43:26<00:00,  2.41it/s]\nEpoch 0: |          | 6280/? [43:26<00:00,  2.41it/s]\nEpoch 0: |          | 6281/? [43:26<00:00,  2.41it/s]\nEpoch 0: |          | 6281/? [43:26<00:00,  2.41it/s]\nEpoch 0: |          | 6282/? [43:27<00:00,  2.41it/s]\nEpoch 0: |          | 6282/? [43:27<00:00,  2.41it/s]\nEpoch 0: |          | 6283/? [43:27<00:00,  2.41it/s]\nEpoch 0: |          | 6283/? [43:27<00:00,  2.41it/s]\nEpoch 0: |          | 6284/? [43:27<00:00,  2.41it/s]\nEpoch 0: |          | 6284/? [43:27<00:00,  2.41it/s]\nEpoch 0: |          | 6285/? [43:27<00:00,  2.41it/s]\nEpoch 0: |          | 6285/? [43:27<00:00,  2.41it/s]\nEpoch 0: |          | 6286/? [43:28<00:00,  2.41it/s]\nEpoch 0: |          | 6286/? [43:28<00:00,  2.41it/s]\nEpoch 0: |          | 6287/? [43:28<00:00,  2.41it/s]\nEpoch 0: |          | 6287/? [43:28<00:00,  2.41it/s]\nEpoch 0: |          | 6288/? [43:28<00:00,  2.41it/s]\nEpoch 0: |          | 6288/? [43:28<00:00,  2.41it/s]\nEpoch 0: |          | 6289/? [43:29<00:00,  2.41it/s]\nEpoch 0: |          | 6289/? [43:29<00:00,  2.41it/s]\nEpoch 0: |          | 6290/? [43:29<00:00,  2.41it/s]\nEpoch 0: |          | 6290/? [43:29<00:00,  2.41it/s]\nEpoch 0: |          | 6291/? [43:29<00:00,  2.41it/s]\nEpoch 0: |          | 6291/? [43:29<00:00,  2.41it/s]\nEpoch 0: |          | 6292/? [43:30<00:00,  2.41it/s]\nEpoch 0: |          | 6292/? [43:30<00:00,  2.41it/s]\nEpoch 0: |          | 6293/? [43:30<00:00,  2.41it/s]\nEpoch 0: |          | 6293/? [43:30<00:00,  2.41it/s]\nEpoch 0: |          | 6294/? [43:30<00:00,  2.41it/s]\nEpoch 0: |          | 6294/? [43:30<00:00,  2.41it/s]\nEpoch 0: |          | 6295/? [43:30<00:00,  2.41it/s]\nEpoch 0: |          | 6295/? [43:30<00:00,  2.41it/s]\nEpoch 0: |          | 6296/? [43:31<00:00,  2.41it/s]\nEpoch 0: |          | 6296/? [43:31<00:00,  2.41it/s]\nEpoch 0: |          | 6297/? [43:31<00:00,  2.41it/s]\nEpoch 0: |          | 6297/? [43:31<00:00,  2.41it/s]\nEpoch 0: |          | 6298/? [43:31<00:00,  2.41it/s]\nEpoch 0: |          | 6298/? [43:31<00:00,  2.41it/s]\nEpoch 0: |          | 6299/? [43:32<00:00,  2.41it/s]\nEpoch 0: |          | 6299/? [43:32<00:00,  2.41it/s]\nEpoch 0: |          | 6300/? [43:32<00:00,  2.41it/s]\nEpoch 0: |          | 6300/? [43:32<00:00,  2.41it/s]\nEpoch 0: |          | 6301/? [43:32<00:00,  2.41it/s]\nEpoch 0: |          | 6301/? [43:32<00:00,  2.41it/s]\nEpoch 0: |          | 6302/? [43:32<00:00,  2.41it/s]\nEpoch 0: |          | 6302/? [43:32<00:00,  2.41it/s]\nEpoch 0: |          | 6303/? [43:33<00:00,  2.41it/s]\nEpoch 0: |          | 6303/? [43:33<00:00,  2.41it/s]\nEpoch 0: |          | 6304/? [43:33<00:00,  2.41it/s]\nEpoch 0: |          | 6304/? [43:33<00:00,  2.41it/s]\nEpoch 0: |          | 6305/? [43:33<00:00,  2.41it/s]\nEpoch 0: |          | 6305/? [43:33<00:00,  2.41it/s]\nEpoch 0: |          | 6306/? [43:34<00:00,  2.41it/s]\nEpoch 0: |          | 6306/? [43:34<00:00,  2.41it/s]\nEpoch 0: |          | 6307/? [43:34<00:00,  2.41it/s]\nEpoch 0: |          | 6307/? [43:34<00:00,  2.41it/s]\nEpoch 0: |          | 6308/? [43:34<00:00,  2.41it/s]\nEpoch 0: |          | 6308/? [43:34<00:00,  2.41it/s]\nEpoch 0: |          | 6309/? [43:35<00:00,  2.41it/s]\nEpoch 0: |          | 6309/? [43:35<00:00,  2.41it/s]\nEpoch 0: |          | 6310/? [43:35<00:00,  2.41it/s]\nEpoch 0: |          | 6310/? [43:35<00:00,  2.41it/s]\nEpoch 0: |          | 6311/? [43:35<00:00,  2.41it/s]\nEpoch 0: |          | 6311/? [43:35<00:00,  2.41it/s]\nEpoch 0: |          | 6312/? [43:35<00:00,  2.41it/s]\nEpoch 0: |          | 6312/? [43:35<00:00,  2.41it/s]\nEpoch 0: |          | 6313/? [43:36<00:00,  2.41it/s]\nEpoch 0: |          | 6313/? [43:36<00:00,  2.41it/s]\nEpoch 0: |          | 6314/? [43:36<00:00,  2.41it/s]\nEpoch 0: |          | 6314/? [43:36<00:00,  2.41it/s]\nEpoch 0: |          | 6315/? [43:36<00:00,  2.41it/s]\nEpoch 0: |          | 6315/? [43:36<00:00,  2.41it/s]\nEpoch 0: |          | 6316/? [43:37<00:00,  2.41it/s]\nEpoch 0: |          | 6316/? [43:37<00:00,  2.41it/s]\nEpoch 0: |          | 6317/? [43:37<00:00,  2.41it/s]\nEpoch 0: |          | 6317/? [43:37<00:00,  2.41it/s]\nEpoch 0: |          | 6318/? [43:37<00:00,  2.41it/s]\nEpoch 0: |          | 6318/? [43:37<00:00,  2.41it/s]\nEpoch 0: |          | 6319/? [43:38<00:00,  2.41it/s]\nEpoch 0: |          | 6319/? [43:38<00:00,  2.41it/s]\nEpoch 0: |          | 6320/? [43:38<00:00,  2.41it/s]\nEpoch 0: |          | 6320/? [43:38<00:00,  2.41it/s]\nEpoch 0: |          | 6321/? [43:38<00:00,  2.41it/s]\nEpoch 0: |          | 6321/? [43:38<00:00,  2.41it/s]\nEpoch 0: |          | 6322/? [43:38<00:00,  2.41it/s]\nEpoch 0: |          | 6322/? [43:38<00:00,  2.41it/s]\nEpoch 0: |          | 6323/? [43:39<00:00,  2.41it/s]\nEpoch 0: |          | 6323/? [43:39<00:00,  2.41it/s]\nEpoch 0: |          | 6324/? [43:39<00:00,  2.41it/s]\nEpoch 0: |          | 6324/? [43:39<00:00,  2.41it/s]\nEpoch 0: |          | 6325/? [43:39<00:00,  2.41it/s]\nEpoch 0: |          | 6325/? [43:39<00:00,  2.41it/s]\nEpoch 0: |          | 6326/? [43:40<00:00,  2.41it/s]\nEpoch 0: |          | 6326/? [43:40<00:00,  2.41it/s]\nEpoch 0: |          | 6327/? [43:40<00:00,  2.41it/s]\nEpoch 0: |          | 6327/? [43:40<00:00,  2.41it/s]\nEpoch 0: |          | 6328/? [43:40<00:00,  2.41it/s]\nEpoch 0: |          | 6328/? [43:40<00:00,  2.41it/s]\nEpoch 0: |          | 6329/? [43:40<00:00,  2.41it/s]\nEpoch 0: |          | 6329/? [43:40<00:00,  2.41it/s]\nEpoch 0: |          | 6330/? [43:41<00:00,  2.41it/s]\nEpoch 0: |          | 6330/? [43:41<00:00,  2.41it/s]\nEpoch 0: |          | 6331/? [43:41<00:00,  2.42it/s]\nEpoch 0: |          | 6331/? [43:41<00:00,  2.42it/s]\nEpoch 0: |          | 6332/? [43:41<00:00,  2.42it/s]\nEpoch 0: |          | 6332/? [43:41<00:00,  2.42it/s]\nEpoch 0: |          | 6333/? [43:42<00:00,  2.42it/s]\nEpoch 0: |          | 6333/? [43:42<00:00,  2.42it/s]\nEpoch 0: |          | 6334/? [43:42<00:00,  2.42it/s]\nEpoch 0: |          | 6334/? [43:42<00:00,  2.42it/s]\nEpoch 0: |          | 6335/? [43:42<00:00,  2.42it/s]\nEpoch 0: |          | 6335/? [43:42<00:00,  2.42it/s]\nEpoch 0: |          | 6336/? [43:42<00:00,  2.42it/s]\nEpoch 0: |          | 6336/? [43:42<00:00,  2.42it/s]\nEpoch 0: |          | 6337/? [43:43<00:00,  2.42it/s]\nEpoch 0: |          | 6337/? [43:43<00:00,  2.42it/s]\nEpoch 0: |          | 6338/? [43:43<00:00,  2.42it/s]\nEpoch 0: |          | 6338/? [43:43<00:00,  2.42it/s]\nEpoch 0: |          | 6339/? [43:43<00:00,  2.42it/s]\nEpoch 0: |          | 6339/? [43:43<00:00,  2.42it/s]\nEpoch 0: |          | 6340/? [43:44<00:00,  2.42it/s]\nEpoch 0: |          | 6340/? [43:44<00:00,  2.42it/s]\nEpoch 0: |          | 6341/? [43:44<00:00,  2.42it/s]\nEpoch 0: |          | 6341/? [43:44<00:00,  2.42it/s]\nEpoch 0: |          | 6342/? [43:44<00:00,  2.42it/s]\nEpoch 0: |          | 6342/? [43:44<00:00,  2.42it/s]\nEpoch 0: |          | 6343/? [43:44<00:00,  2.42it/s]\nEpoch 0: |          | 6343/? [43:44<00:00,  2.42it/s]\nEpoch 0: |          | 6344/? [43:45<00:00,  2.42it/s]\nEpoch 0: |          | 6344/? [43:45<00:00,  2.42it/s]\nEpoch 0: |          | 6345/? [43:45<00:00,  2.42it/s]\nEpoch 0: |          | 6345/? [43:45<00:00,  2.42it/s]\nEpoch 0: |          | 6346/? [43:45<00:00,  2.42it/s]\nEpoch 0: |          | 6346/? [43:45<00:00,  2.42it/s]\nEpoch 0: |          | 6347/? [43:46<00:00,  2.42it/s]\nEpoch 0: |          | 6347/? [43:46<00:00,  2.42it/s]\nEpoch 0: |          | 6348/? [43:46<00:00,  2.42it/s]\nEpoch 0: |          | 6348/? [43:46<00:00,  2.42it/s]\nEpoch 0: |          | 6349/? [43:46<00:00,  2.42it/s]\nEpoch 0: |          | 6349/? [43:46<00:00,  2.42it/s]\nEpoch 0: |          | 6350/? [43:46<00:00,  2.42it/s]\nEpoch 0: |          | 6350/? [43:46<00:00,  2.42it/s]\nEpoch 0: |          | 6351/? [43:47<00:00,  2.42it/s]\nEpoch 0: |          | 6351/? [43:47<00:00,  2.42it/s]\nEpoch 0: |          | 6352/? [43:47<00:00,  2.42it/s]\nEpoch 0: |          | 6352/? [43:47<00:00,  2.42it/s]\nEpoch 0: |          | 6353/? [43:47<00:00,  2.42it/s]\nEpoch 0: |          | 6353/? [43:47<00:00,  2.42it/s]\nEpoch 0: |          | 6354/? [43:48<00:00,  2.42it/s]\nEpoch 0: |          | 6354/? [43:48<00:00,  2.42it/s]\nEpoch 0: |          | 6355/? [43:48<00:00,  2.42it/s]\nEpoch 0: |          | 6355/? [43:48<00:00,  2.42it/s]\nEpoch 0: |          | 6356/? [43:48<00:00,  2.42it/s]\nEpoch 0: |          | 6356/? [43:48<00:00,  2.42it/s]\nEpoch 0: |          | 6357/? [43:48<00:00,  2.42it/s]\nEpoch 0: |          | 6357/? [43:48<00:00,  2.42it/s]\nEpoch 0: |          | 6358/? [43:49<00:00,  2.42it/s]\nEpoch 0: |          | 6358/? [43:49<00:00,  2.42it/s]\nEpoch 0: |          | 6359/? [43:49<00:00,  2.42it/s]\nEpoch 0: |          | 6359/? [43:49<00:00,  2.42it/s]\nEpoch 0: |          | 6360/? [43:49<00:00,  2.42it/s]\nEpoch 0: |          | 6360/? [43:49<00:00,  2.42it/s]\nEpoch 0: |          | 6361/? [43:50<00:00,  2.42it/s]\nEpoch 0: |          | 6361/? [43:50<00:00,  2.42it/s]\nEpoch 0: |          | 6362/? [43:50<00:00,  2.42it/s]\nEpoch 0: |          | 6362/? [43:50<00:00,  2.42it/s]\nEpoch 0: |          | 6363/? [43:50<00:00,  2.42it/s]\nEpoch 0: |          | 6363/? [43:50<00:00,  2.42it/s]\nEpoch 0: |          | 6364/? [43:50<00:00,  2.42it/s]\nEpoch 0: |          | 6364/? [43:50<00:00,  2.42it/s]\nEpoch 0: |          | 6365/? [43:51<00:00,  2.42it/s]\nEpoch 0: |          | 6365/? [43:51<00:00,  2.42it/s]\nEpoch 0: |          | 6366/? [43:51<00:00,  2.42it/s]\nEpoch 0: |          | 6366/? [43:51<00:00,  2.42it/s]\nEpoch 0: |          | 6367/? [43:51<00:00,  2.42it/s]\nEpoch 0: |          | 6367/? [43:51<00:00,  2.42it/s]\nEpoch 0: |          | 6368/? [43:52<00:00,  2.42it/s]\nEpoch 0: |          | 6368/? [43:52<00:00,  2.42it/s]\nEpoch 0: |          | 6369/? [43:52<00:00,  2.42it/s]\nEpoch 0: |          | 6369/? [43:52<00:00,  2.42it/s]\nEpoch 0: |          | 6370/? [43:52<00:00,  2.42it/s]\nEpoch 0: |          | 6370/? [43:52<00:00,  2.42it/s]\nEpoch 0: |          | 6371/? [43:53<00:00,  2.42it/s]\nEpoch 0: |          | 6371/? [43:53<00:00,  2.42it/s]\nEpoch 0: |          | 6372/? [43:53<00:00,  2.42it/s]\nEpoch 0: |          | 6372/? [43:53<00:00,  2.42it/s]\nEpoch 0: |          | 6373/? [43:53<00:00,  2.42it/s]\nEpoch 0: |          | 6373/? [43:53<00:00,  2.42it/s]\nEpoch 0: |          | 6374/? [43:53<00:00,  2.42it/s]\nEpoch 0: |          | 6374/? [43:53<00:00,  2.42it/s]\nEpoch 0: |          | 6375/? [43:54<00:00,  2.42it/s]\nEpoch 0: |          | 6375/? [43:54<00:00,  2.42it/s]\nEpoch 0: |          | 6376/? [43:54<00:00,  2.42it/s]\nEpoch 0: |          | 6376/? [43:54<00:00,  2.42it/s]\nEpoch 0: |          | 6377/? [43:54<00:00,  2.42it/s]\nEpoch 0: |          | 6377/? [43:54<00:00,  2.42it/s]\nEpoch 0: |          | 6378/? [43:55<00:00,  2.42it/s]\nEpoch 0: |          | 6378/? [43:55<00:00,  2.42it/s]\nEpoch 0: |          | 6379/? [43:55<00:00,  2.42it/s]\nEpoch 0: |          | 6379/? [43:55<00:00,  2.42it/s]\nEpoch 0: |          | 6380/? [43:55<00:00,  2.42it/s]\nEpoch 0: |          | 6380/? [43:55<00:00,  2.42it/s]\nEpoch 0: |          | 6381/? [43:55<00:00,  2.42it/s]\nEpoch 0: |          | 6381/? [43:55<00:00,  2.42it/s]\nEpoch 0: |          | 6382/? [43:56<00:00,  2.42it/s]\nEpoch 0: |          | 6382/? [43:56<00:00,  2.42it/s]\nEpoch 0: |          | 6383/? [43:56<00:00,  2.42it/s]\nEpoch 0: |          | 6383/? [43:56<00:00,  2.42it/s]\nEpoch 0: |          | 6384/? [43:56<00:00,  2.42it/s]\nEpoch 0: |          | 6384/? [43:56<00:00,  2.42it/s]\nEpoch 0: |          | 6385/? [43:56<00:00,  2.42it/s]\nEpoch 0: |          | 6385/? [43:56<00:00,  2.42it/s]\nEpoch 0: |          | 6386/? [43:57<00:00,  2.42it/s]\nEpoch 0: |          | 6386/? [43:57<00:00,  2.42it/s]\nEpoch 0: |          | 6387/? [43:57<00:00,  2.42it/s]\nEpoch 0: |          | 6387/? [43:57<00:00,  2.42it/s]\nEpoch 0: |          | 6388/? [43:57<00:00,  2.42it/s]\nEpoch 0: |          | 6388/? [43:57<00:00,  2.42it/s]\nEpoch 0: |          | 6389/? [43:58<00:00,  2.42it/s]\nEpoch 0: |          | 6389/? [43:58<00:00,  2.42it/s]\nEpoch 0: |          | 6390/? [43:58<00:00,  2.42it/s]\nEpoch 0: |          | 6390/? [43:58<00:00,  2.42it/s]\nEpoch 0: |          | 6391/? [43:58<00:00,  2.42it/s]\nEpoch 0: |          | 6391/? [43:58<00:00,  2.42it/s]\nEpoch 0: |          | 6392/? [43:58<00:00,  2.42it/s]\nEpoch 0: |          | 6392/? [43:58<00:00,  2.42it/s]\nEpoch 0: |          | 6393/? [43:59<00:00,  2.42it/s]\nEpoch 0: |          | 6393/? [43:59<00:00,  2.42it/s]\nEpoch 0: |          | 6394/? [43:59<00:00,  2.42it/s]\nEpoch 0: |          | 6394/? [43:59<00:00,  2.42it/s]\nEpoch 0: |          | 6395/? [43:59<00:00,  2.42it/s]\nEpoch 0: |          | 6395/? [43:59<00:00,  2.42it/s]\nEpoch 0: |          | 6396/? [44:00<00:00,  2.42it/s]\nEpoch 0: |          | 6396/? [44:00<00:00,  2.42it/s]\nEpoch 0: |          | 6397/? [44:00<00:00,  2.42it/s]\nEpoch 0: |          | 6397/? [44:00<00:00,  2.42it/s]\nEpoch 0: |          | 6398/? [44:00<00:00,  2.42it/s]\nEpoch 0: |          | 6398/? [44:00<00:00,  2.42it/s]\nEpoch 0: |          | 6399/? [44:00<00:00,  2.42it/s]\nEpoch 0: |          | 6399/? [44:00<00:00,  2.42it/s]\nEpoch 0: |          | 6400/? [44:01<00:00,  2.42it/s]\nEpoch 0: |          | 6400/? [44:01<00:00,  2.42it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.57it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.36it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.50it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.85it/s]\u001b[A\n                                                                      \u001b[A\nEpoch 0: |          | 6400/? [44:01<00:00,  2.42it/s]\nEpoch 0: |          | 6401/? [44:01<00:00,  2.42it/s]\nEpoch 0: |          | 6401/? [44:01<00:00,  2.42it/s]\nEpoch 0: |          | 6402/? [44:02<00:00,  2.42it/s]\nEpoch 0: |          | 6402/? [44:02<00:00,  2.42it/s]\nEpoch 0: |          | 6403/? [44:02<00:00,  2.42it/s]\nEpoch 0: |          | 6403/? [44:02<00:00,  2.42it/s]\nEpoch 0: |          | 6404/? [44:02<00:00,  2.42it/s]\nEpoch 0: |          | 6404/? [44:02<00:00,  2.42it/s]\nEpoch 0: |          | 6405/? [44:03<00:00,  2.42it/s]\nEpoch 0: |          | 6405/? [44:03<00:00,  2.42it/s]\nEpoch 0: |          | 6406/? [44:03<00:00,  2.42it/s]\nEpoch 0: |          | 6406/? [44:03<00:00,  2.42it/s]\nEpoch 0: |          | 6407/? [44:03<00:00,  2.42it/s]\nEpoch 0: |          | 6407/? [44:03<00:00,  2.42it/s]\nEpoch 0: |          | 6408/? [44:03<00:00,  2.42it/s]\nEpoch 0: |          | 6408/? [44:03<00:00,  2.42it/s]\nEpoch 0: |          | 6409/? [44:04<00:00,  2.42it/s]\nEpoch 0: |          | 6409/? [44:04<00:00,  2.42it/s]\nEpoch 0: |          | 6410/? [44:04<00:00,  2.42it/s]\nEpoch 0: |          | 6410/? [44:04<00:00,  2.42it/s]\nEpoch 0: |          | 6411/? [44:04<00:00,  2.42it/s]\nEpoch 0: |          | 6411/? [44:04<00:00,  2.42it/s]\nEpoch 0: |          | 6412/? [44:05<00:00,  2.42it/s]\nEpoch 0: |          | 6412/? [44:05<00:00,  2.42it/s]\nEpoch 0: |          | 6413/? [44:05<00:00,  2.42it/s]\nEpoch 0: |          | 6413/? [44:05<00:00,  2.42it/s]\nEpoch 0: |          | 6414/? [44:05<00:00,  2.42it/s]\nEpoch 0: |          | 6414/? [44:05<00:00,  2.42it/s]\nEpoch 0: |          | 6415/? [44:05<00:00,  2.42it/s]\nEpoch 0: |          | 6415/? [44:05<00:00,  2.42it/s]\nEpoch 0: |          | 6416/? [44:06<00:00,  2.42it/s]\nEpoch 0: |          | 6416/? [44:06<00:00,  2.42it/s]\nEpoch 0: |          | 6417/? [44:06<00:00,  2.42it/s]\nEpoch 0: |          | 6417/? [44:06<00:00,  2.42it/s]\nEpoch 0: |          | 6418/? [44:06<00:00,  2.42it/s]\nEpoch 0: |          | 6418/? [44:06<00:00,  2.42it/s]\nEpoch 0: |          | 6419/? [44:07<00:00,  2.42it/s]\nEpoch 0: |          | 6419/? [44:07<00:00,  2.42it/s]\nEpoch 0: |          | 6420/? [44:07<00:00,  2.43it/s]\nEpoch 0: |          | 6420/? [44:07<00:00,  2.43it/s]\nEpoch 0: |          | 6421/? [44:07<00:00,  2.43it/s]\nEpoch 0: |          | 6421/? [44:07<00:00,  2.43it/s]\nEpoch 0: |          | 6422/? [44:07<00:00,  2.43it/s]\nEpoch 0: |          | 6422/? [44:07<00:00,  2.43it/s]\nEpoch 0: |          | 6423/? [44:08<00:00,  2.43it/s]\nEpoch 0: |          | 6423/? [44:08<00:00,  2.43it/s]\nEpoch 0: |          | 6424/? [44:08<00:00,  2.43it/s]\nEpoch 0: |          | 6424/? [44:08<00:00,  2.43it/s]\nEpoch 0: |          | 6425/? [44:08<00:00,  2.43it/s]\nEpoch 0: |          | 6425/? [44:08<00:00,  2.43it/s]\nEpoch 0: |          | 6426/? [44:09<00:00,  2.43it/s]\nEpoch 0: |          | 6426/? [44:09<00:00,  2.43it/s]\nEpoch 0: |          | 6427/? [44:09<00:00,  2.43it/s]\nEpoch 0: |          | 6427/? [44:09<00:00,  2.43it/s]\nEpoch 0: |          | 6428/? [44:09<00:00,  2.43it/s]\nEpoch 0: |          | 6428/? [44:09<00:00,  2.43it/s]\nEpoch 0: |          | 6429/? [44:09<00:00,  2.43it/s]\nEpoch 0: |          | 6429/? [44:09<00:00,  2.43it/s]\nEpoch 0: |          | 6430/? [44:10<00:00,  2.43it/s]\nEpoch 0: |          | 6430/? [44:10<00:00,  2.43it/s]\nEpoch 0: |          | 6431/? [44:10<00:00,  2.43it/s]\nEpoch 0: |          | 6431/? [44:10<00:00,  2.43it/s]\nEpoch 0: |          | 6432/? [44:10<00:00,  2.43it/s]\nEpoch 0: |          | 6432/? [44:10<00:00,  2.43it/s]\nEpoch 0: |          | 6433/? [44:11<00:00,  2.43it/s]\nEpoch 0: |          | 6433/? [44:11<00:00,  2.43it/s]\nEpoch 0: |          | 6434/? [44:11<00:00,  2.43it/s]\nEpoch 0: |          | 6434/? [44:11<00:00,  2.43it/s]\nEpoch 0: |          | 6435/? [44:11<00:00,  2.43it/s]\nEpoch 0: |          | 6435/? [44:11<00:00,  2.43it/s]\nEpoch 0: |          | 6436/? [44:11<00:00,  2.43it/s]\nEpoch 0: |          | 6436/? [44:11<00:00,  2.43it/s]\nEpoch 0: |          | 6437/? [44:12<00:00,  2.43it/s]\nEpoch 0: |          | 6437/? [44:12<00:00,  2.43it/s]\nEpoch 0: |          | 6438/? [44:12<00:00,  2.43it/s]\nEpoch 0: |          | 6438/? [44:12<00:00,  2.43it/s]\nEpoch 0: |          | 6439/? [44:12<00:00,  2.43it/s]\nEpoch 0: |          | 6439/? [44:12<00:00,  2.43it/s]\nEpoch 0: |          | 6440/? [44:13<00:00,  2.43it/s]\nEpoch 0: |          | 6440/? [44:13<00:00,  2.43it/s]\nEpoch 0: |          | 6441/? [44:13<00:00,  2.43it/s]\nEpoch 0: |          | 6441/? [44:13<00:00,  2.43it/s]\nEpoch 0: |          | 6442/? [44:13<00:00,  2.43it/s]\nEpoch 0: |          | 6442/? [44:13<00:00,  2.43it/s]\nEpoch 0: |          | 6443/? [44:13<00:00,  2.43it/s]\nEpoch 0: |          | 6443/? [44:13<00:00,  2.43it/s]\nEpoch 0: |          | 6444/? [44:14<00:00,  2.43it/s]\nEpoch 0: |          | 6444/? [44:14<00:00,  2.43it/s]\nEpoch 0: |          | 6445/? [44:14<00:00,  2.43it/s]\nEpoch 0: |          | 6445/? [44:14<00:00,  2.43it/s]\nEpoch 0: |          | 6446/? [44:14<00:00,  2.43it/s]\nEpoch 0: |          | 6446/? [44:14<00:00,  2.43it/s]\nEpoch 0: |          | 6447/? [44:15<00:00,  2.43it/s]\nEpoch 0: |          | 6447/? [44:15<00:00,  2.43it/s]\nEpoch 0: |          | 6448/? [44:15<00:00,  2.43it/s]\nEpoch 0: |          | 6448/? [44:15<00:00,  2.43it/s]\nEpoch 0: |          | 6449/? [44:15<00:00,  2.43it/s]\nEpoch 0: |          | 6449/? [44:15<00:00,  2.43it/s]\nEpoch 0: |          | 6450/? [44:15<00:00,  2.43it/s]\nEpoch 0: |          | 6450/? [44:15<00:00,  2.43it/s]\nEpoch 0: |          | 6451/? [44:16<00:00,  2.43it/s]\nEpoch 0: |          | 6451/? [44:16<00:00,  2.43it/s]\nEpoch 0: |          | 6452/? [44:16<00:00,  2.43it/s]\nEpoch 0: |          | 6452/? [44:16<00:00,  2.43it/s]\nEpoch 0: |          | 6453/? [44:16<00:00,  2.43it/s]\nEpoch 0: |          | 6453/? [44:16<00:00,  2.43it/s]\nEpoch 0: |          | 6454/? [44:17<00:00,  2.43it/s]\nEpoch 0: |          | 6454/? [44:17<00:00,  2.43it/s]\nEpoch 0: |          | 6455/? [44:17<00:00,  2.43it/s]\nEpoch 0: |          | 6455/? [44:17<00:00,  2.43it/s]\nEpoch 0: |          | 6456/? [44:17<00:00,  2.43it/s]\nEpoch 0: |          | 6456/? [44:17<00:00,  2.43it/s]\nEpoch 0: |          | 6457/? [44:17<00:00,  2.43it/s]\nEpoch 0: |          | 6457/? [44:17<00:00,  2.43it/s]\nEpoch 0: |          | 6458/? [44:18<00:00,  2.43it/s]\nEpoch 0: |          | 6458/? [44:18<00:00,  2.43it/s]\nEpoch 0: |          | 6459/? [44:18<00:00,  2.43it/s]\nEpoch 0: |          | 6459/? [44:18<00:00,  2.43it/s]\nEpoch 0: |          | 6460/? [44:18<00:00,  2.43it/s]\nEpoch 0: |          | 6460/? [44:18<00:00,  2.43it/s]\nEpoch 0: |          | 6461/? [44:19<00:00,  2.43it/s]\nEpoch 0: |          | 6461/? [44:19<00:00,  2.43it/s]\nEpoch 0: |          | 6462/? [44:19<00:00,  2.43it/s]\nEpoch 0: |          | 6462/? [44:19<00:00,  2.43it/s]\nEpoch 0: |          | 6463/? [44:19<00:00,  2.43it/s]\nEpoch 0: |          | 6463/? [44:19<00:00,  2.43it/s]\nEpoch 0: |          | 6464/? [44:19<00:00,  2.43it/s]\nEpoch 0: |          | 6464/? [44:19<00:00,  2.43it/s]\nEpoch 0: |          | 6465/? [44:20<00:00,  2.43it/s]\nEpoch 0: |          | 6465/? [44:20<00:00,  2.43it/s]\nEpoch 0: |          | 6466/? [44:20<00:00,  2.43it/s]\nEpoch 0: |          | 6466/? [44:20<00:00,  2.43it/s]\nEpoch 0: |          | 6467/? [44:20<00:00,  2.43it/s]\nEpoch 0: |          | 6467/? [44:20<00:00,  2.43it/s]\nEpoch 0: |          | 6468/? [44:21<00:00,  2.43it/s]\nEpoch 0: |          | 6468/? [44:21<00:00,  2.43it/s]\nEpoch 0: |          | 6469/? [44:21<00:00,  2.43it/s]\nEpoch 0: |          | 6469/? [44:21<00:00,  2.43it/s]\nEpoch 0: |          | 6470/? [44:21<00:00,  2.43it/s]\nEpoch 0: |          | 6470/? [44:21<00:00,  2.43it/s]\nEpoch 0: |          | 6471/? [44:21<00:00,  2.43it/s]\nEpoch 0: |          | 6471/? [44:21<00:00,  2.43it/s]\nEpoch 0: |          | 6472/? [44:22<00:00,  2.43it/s]\nEpoch 0: |          | 6472/? [44:22<00:00,  2.43it/s]\nEpoch 0: |          | 6473/? [44:22<00:00,  2.43it/s]\nEpoch 0: |          | 6473/? [44:22<00:00,  2.43it/s]\nEpoch 0: |          | 6474/? [44:22<00:00,  2.43it/s]\nEpoch 0: |          | 6474/? [44:22<00:00,  2.43it/s]\nEpoch 0: |          | 6475/? [44:23<00:00,  2.43it/s]\nEpoch 0: |          | 6475/? [44:23<00:00,  2.43it/s]\nEpoch 0: |          | 6476/? [44:23<00:00,  2.43it/s]\nEpoch 0: |          | 6476/? [44:23<00:00,  2.43it/s]\nEpoch 0: |          | 6477/? [44:23<00:00,  2.43it/s]\nEpoch 0: |          | 6477/? [44:23<00:00,  2.43it/s]\nEpoch 0: |          | 6478/? [44:23<00:00,  2.43it/s]\nEpoch 0: |          | 6478/? [44:23<00:00,  2.43it/s]\nEpoch 0: |          | 6479/? [44:24<00:00,  2.43it/s]\nEpoch 0: |          | 6479/? [44:24<00:00,  2.43it/s]\nEpoch 0: |          | 6480/? [44:24<00:00,  2.43it/s]\nEpoch 0: |          | 6480/? [44:24<00:00,  2.43it/s]\nEpoch 0: |          | 6481/? [44:24<00:00,  2.43it/s]\nEpoch 0: |          | 6481/? [44:24<00:00,  2.43it/s]\nEpoch 0: |          | 6482/? [44:25<00:00,  2.43it/s]\nEpoch 0: |          | 6482/? [44:25<00:00,  2.43it/s]\nEpoch 0: |          | 6483/? [44:25<00:00,  2.43it/s]\nEpoch 0: |          | 6483/? [44:25<00:00,  2.43it/s]\nEpoch 0: |          | 6484/? [44:25<00:00,  2.43it/s]\nEpoch 0: |          | 6484/? [44:25<00:00,  2.43it/s]\nEpoch 0: |          | 6485/? [44:25<00:00,  2.43it/s]\nEpoch 0: |          | 6485/? [44:25<00:00,  2.43it/s]\nEpoch 0: |          | 6486/? [44:26<00:00,  2.43it/s]\nEpoch 0: |          | 6486/? [44:26<00:00,  2.43it/s]\nEpoch 0: |          | 6487/? [44:26<00:00,  2.43it/s]\nEpoch 0: |          | 6487/? [44:26<00:00,  2.43it/s]\nEpoch 0: |          | 6488/? [44:26<00:00,  2.43it/s]\nEpoch 0: |          | 6488/? [44:26<00:00,  2.43it/s]\nEpoch 0: |          | 6489/? [44:27<00:00,  2.43it/s]\nEpoch 0: |          | 6489/? [44:27<00:00,  2.43it/s]\nEpoch 0: |          | 6490/? [44:27<00:00,  2.43it/s]\nEpoch 0: |          | 6490/? [44:27<00:00,  2.43it/s]\nEpoch 0: |          | 6491/? [44:27<00:00,  2.43it/s]\nEpoch 0: |          | 6491/? [44:27<00:00,  2.43it/s]\nEpoch 0: |          | 6492/? [44:27<00:00,  2.43it/s]\nEpoch 0: |          | 6492/? [44:27<00:00,  2.43it/s]\nEpoch 0: |          | 6493/? [44:28<00:00,  2.43it/s]\nEpoch 0: |          | 6493/? [44:28<00:00,  2.43it/s]\nEpoch 0: |          | 6494/? [44:28<00:00,  2.43it/s]\nEpoch 0: |          | 6494/? [44:28<00:00,  2.43it/s]\nEpoch 0: |          | 6495/? [44:28<00:00,  2.43it/s]\nEpoch 0: |          | 6495/? [44:28<00:00,  2.43it/s]\nEpoch 0: |          | 6496/? [44:29<00:00,  2.43it/s]\nEpoch 0: |          | 6496/? [44:29<00:00,  2.43it/s]\nEpoch 0: |          | 6497/? [44:29<00:00,  2.43it/s]\nEpoch 0: |          | 6497/? [44:29<00:00,  2.43it/s]\nEpoch 0: |          | 6498/? [44:29<00:00,  2.43it/s]\nEpoch 0: |          | 6498/? [44:29<00:00,  2.43it/s]\nEpoch 0: |          | 6499/? [44:29<00:00,  2.43it/s]\nEpoch 0: |          | 6499/? [44:29<00:00,  2.43it/s]\nEpoch 0: |          | 6500/? [44:30<00:00,  2.43it/s]\nEpoch 0: |          | 6500/? [44:30<00:00,  2.43it/s]\nEpoch 0: |          | 6501/? [44:30<00:00,  2.43it/s]\nEpoch 0: |          | 6501/? [44:30<00:00,  2.43it/s]\nEpoch 0: |          | 6502/? [44:30<00:00,  2.43it/s]\nEpoch 0: |          | 6502/? [44:30<00:00,  2.43it/s]\nEpoch 0: |          | 6503/? [44:31<00:00,  2.43it/s]\nEpoch 0: |          | 6503/? [44:31<00:00,  2.43it/s]\nEpoch 0: |          | 6504/? [44:31<00:00,  2.43it/s]\nEpoch 0: |          | 6504/? [44:31<00:00,  2.43it/s]\nEpoch 0: |          | 6505/? [44:31<00:00,  2.43it/s]\nEpoch 0: |          | 6505/? [44:31<00:00,  2.43it/s]\nEpoch 0: |          | 6506/? [44:31<00:00,  2.43it/s]\nEpoch 0: |          | 6506/? [44:31<00:00,  2.43it/s]\nEpoch 0: |          | 6507/? [44:32<00:00,  2.44it/s]\nEpoch 0: |          | 6507/? [44:32<00:00,  2.44it/s]\nEpoch 0: |          | 6508/? [44:32<00:00,  2.44it/s]\nEpoch 0: |          | 6508/? [44:32<00:00,  2.44it/s]\nEpoch 0: |          | 6509/? [44:32<00:00,  2.44it/s]\nEpoch 0: |          | 6509/? [44:32<00:00,  2.44it/s]\nEpoch 0: |          | 6510/? [44:33<00:00,  2.44it/s]\nEpoch 0: |          | 6510/? [44:33<00:00,  2.44it/s]\nEpoch 0: |          | 6511/? [44:33<00:00,  2.44it/s]\nEpoch 0: |          | 6511/? [44:33<00:00,  2.44it/s]\nEpoch 0: |          | 6512/? [44:33<00:00,  2.44it/s]\nEpoch 0: |          | 6512/? [44:33<00:00,  2.44it/s]\nEpoch 0: |          | 6513/? [44:33<00:00,  2.44it/s]\nEpoch 0: |          | 6513/? [44:33<00:00,  2.44it/s]\nEpoch 0: |          | 6514/? [44:34<00:00,  2.44it/s]\nEpoch 0: |          | 6514/? [44:34<00:00,  2.44it/s]\nEpoch 0: |          | 6515/? [44:34<00:00,  2.44it/s]\nEpoch 0: |          | 6515/? [44:34<00:00,  2.44it/s]\nEpoch 0: |          | 6516/? [44:34<00:00,  2.44it/s]\nEpoch 0: |          | 6516/? [44:34<00:00,  2.44it/s]\nEpoch 0: |          | 6517/? [44:35<00:00,  2.44it/s]\nEpoch 0: |          | 6517/? [44:35<00:00,  2.44it/s]\nEpoch 0: |          | 6518/? [44:35<00:00,  2.44it/s]\nEpoch 0: |          | 6518/? [44:35<00:00,  2.44it/s]\nEpoch 0: |          | 6519/? [44:35<00:00,  2.44it/s]\nEpoch 0: |          | 6519/? [44:35<00:00,  2.44it/s]\nEpoch 0: |          | 6520/? [44:35<00:00,  2.44it/s]\nEpoch 0: |          | 6520/? [44:35<00:00,  2.44it/s]\nEpoch 0: |          | 6521/? [44:36<00:00,  2.44it/s]\nEpoch 0: |          | 6521/? [44:36<00:00,  2.44it/s]\nEpoch 0: |          | 6522/? [44:36<00:00,  2.44it/s]\nEpoch 0: |          | 6522/? [44:36<00:00,  2.44it/s]\nEpoch 0: |          | 6523/? [44:36<00:00,  2.44it/s]\nEpoch 0: |          | 6523/? [44:36<00:00,  2.44it/s]\nEpoch 0: |          | 6524/? [44:37<00:00,  2.44it/s]\nEpoch 0: |          | 6524/? [44:37<00:00,  2.44it/s]\nEpoch 0: |          | 6525/? [44:37<00:00,  2.44it/s]\nEpoch 0: |          | 6525/? [44:37<00:00,  2.44it/s]\nEpoch 0: |          | 6526/? [44:37<00:00,  2.44it/s]\nEpoch 0: |          | 6526/? [44:37<00:00,  2.44it/s]\nEpoch 0: |          | 6527/? [44:37<00:00,  2.44it/s]\nEpoch 0: |          | 6527/? [44:37<00:00,  2.44it/s]\nEpoch 0: |          | 6528/? [44:38<00:00,  2.44it/s]\nEpoch 0: |          | 6528/? [44:38<00:00,  2.44it/s]\nEpoch 0: |          | 6529/? [44:38<00:00,  2.44it/s]\nEpoch 0: |          | 6529/? [44:38<00:00,  2.44it/s]\nEpoch 0: |          | 6530/? [44:38<00:00,  2.44it/s]\nEpoch 0: |          | 6530/? [44:38<00:00,  2.44it/s]\nEpoch 0: |          | 6531/? [44:39<00:00,  2.44it/s]\nEpoch 0: |          | 6531/? [44:39<00:00,  2.44it/s]\nEpoch 0: |          | 6532/? [44:39<00:00,  2.44it/s]\nEpoch 0: |          | 6532/? [44:39<00:00,  2.44it/s]\nEpoch 0: |          | 6533/? [44:39<00:00,  2.44it/s]\nEpoch 0: |          | 6533/? [44:39<00:00,  2.44it/s]\nEpoch 0: |          | 6534/? [44:39<00:00,  2.44it/s]\nEpoch 0: |          | 6534/? [44:39<00:00,  2.44it/s]\nEpoch 0: |          | 6535/? [44:40<00:00,  2.44it/s]\nEpoch 0: |          | 6535/? [44:40<00:00,  2.44it/s]\nEpoch 0: |          | 6536/? [44:40<00:00,  2.44it/s]\nEpoch 0: |          | 6536/? [44:40<00:00,  2.44it/s]\nEpoch 0: |          | 6537/? [44:40<00:00,  2.44it/s]\nEpoch 0: |          | 6537/? [44:40<00:00,  2.44it/s]\nEpoch 0: |          | 6538/? [44:41<00:00,  2.44it/s]\nEpoch 0: |          | 6538/? [44:41<00:00,  2.44it/s]\nEpoch 0: |          | 6539/? [44:41<00:00,  2.44it/s]\nEpoch 0: |          | 6539/? [44:41<00:00,  2.44it/s]\nEpoch 0: |          | 6540/? [44:41<00:00,  2.44it/s]\nEpoch 0: |          | 6540/? [44:41<00:00,  2.44it/s]\nEpoch 0: |          | 6541/? [44:41<00:00,  2.44it/s]\nEpoch 0: |          | 6541/? [44:41<00:00,  2.44it/s]\nEpoch 0: |          | 6542/? [44:42<00:00,  2.44it/s]\nEpoch 0: |          | 6542/? [44:42<00:00,  2.44it/s]\nEpoch 0: |          | 6543/? [44:42<00:00,  2.44it/s]\nEpoch 0: |          | 6543/? [44:42<00:00,  2.44it/s]\nEpoch 0: |          | 6544/? [44:42<00:00,  2.44it/s]\nEpoch 0: |          | 6544/? [44:42<00:00,  2.44it/s]\nEpoch 0: |          | 6545/? [44:43<00:00,  2.44it/s]\nEpoch 0: |          | 6545/? [44:43<00:00,  2.44it/s]\nEpoch 0: |          | 6546/? [44:43<00:00,  2.44it/s]\nEpoch 0: |          | 6546/? [44:43<00:00,  2.44it/s]\nEpoch 0: |          | 6547/? [44:43<00:00,  2.44it/s]\nEpoch 0: |          | 6547/? [44:43<00:00,  2.44it/s]\nEpoch 0: |          | 6548/? [44:43<00:00,  2.44it/s]\nEpoch 0: |          | 6548/? [44:43<00:00,  2.44it/s]\nEpoch 0: |          | 6549/? [44:44<00:00,  2.44it/s]\nEpoch 0: |          | 6549/? [44:44<00:00,  2.44it/s]\nEpoch 0: |          | 6550/? [44:44<00:00,  2.44it/s]\nEpoch 0: |          | 6550/? [44:44<00:00,  2.44it/s]\nEpoch 0: |          | 6551/? [44:44<00:00,  2.44it/s]\nEpoch 0: |          | 6551/? [44:44<00:00,  2.44it/s]\nEpoch 0: |          | 6552/? [44:45<00:00,  2.44it/s]\nEpoch 0: |          | 6552/? [44:45<00:00,  2.44it/s]\nEpoch 0: |          | 6553/? [44:45<00:00,  2.44it/s]\nEpoch 0: |          | 6553/? [44:45<00:00,  2.44it/s]\nEpoch 0: |          | 6554/? [44:45<00:00,  2.44it/s]\nEpoch 0: |          | 6554/? [44:45<00:00,  2.44it/s]\nEpoch 0: |          | 6555/? [44:45<00:00,  2.44it/s]\nEpoch 0: |          | 6555/? [44:45<00:00,  2.44it/s]\nEpoch 0: |          | 6556/? [44:46<00:00,  2.44it/s]\nEpoch 0: |          | 6556/? [44:46<00:00,  2.44it/s]\nEpoch 0: |          | 6557/? [44:46<00:00,  2.44it/s]\nEpoch 0: |          | 6557/? [44:46<00:00,  2.44it/s]\nEpoch 0: |          | 6558/? [44:46<00:00,  2.44it/s]\nEpoch 0: |          | 6558/? [44:46<00:00,  2.44it/s]\nEpoch 0: |          | 6559/? [44:46<00:00,  2.44it/s]\nEpoch 0: |          | 6559/? [44:46<00:00,  2.44it/s]\nEpoch 0: |          | 6560/? [44:47<00:00,  2.44it/s]\nEpoch 0: |          | 6560/? [44:47<00:00,  2.44it/s]\nEpoch 0: |          | 6561/? [44:47<00:00,  2.44it/s]\nEpoch 0: |          | 6561/? [44:47<00:00,  2.44it/s]\nEpoch 0: |          | 6562/? [44:47<00:00,  2.44it/s]\nEpoch 0: |          | 6562/? [44:47<00:00,  2.44it/s]\nEpoch 0: |          | 6563/? [44:48<00:00,  2.44it/s]\nEpoch 0: |          | 6563/? [44:48<00:00,  2.44it/s]\nEpoch 0: |          | 6564/? [44:48<00:00,  2.44it/s]\nEpoch 0: |          | 6564/? [44:48<00:00,  2.44it/s]\nEpoch 0: |          | 6565/? [44:48<00:00,  2.44it/s]\nEpoch 0: |          | 6565/? [44:48<00:00,  2.44it/s]\nEpoch 0: |          | 6566/? [44:48<00:00,  2.44it/s]\nEpoch 0: |          | 6566/? [44:48<00:00,  2.44it/s]\nEpoch 0: |          | 6567/? [44:49<00:00,  2.44it/s]\nEpoch 0: |          | 6567/? [44:49<00:00,  2.44it/s]\nEpoch 0: |          | 6568/? [44:49<00:00,  2.44it/s]\nEpoch 0: |          | 6568/? [44:49<00:00,  2.44it/s]\nEpoch 0: |          | 6569/? [44:49<00:00,  2.44it/s]\nEpoch 0: |          | 6569/? [44:49<00:00,  2.44it/s]\nEpoch 0: |          | 6570/? [44:50<00:00,  2.44it/s]\nEpoch 0: |          | 6570/? [44:50<00:00,  2.44it/s]\nEpoch 0: |          | 6571/? [44:50<00:00,  2.44it/s]\nEpoch 0: |          | 6571/? [44:50<00:00,  2.44it/s]\nEpoch 0: |          | 6572/? [44:50<00:00,  2.44it/s]\nEpoch 0: |          | 6572/? [44:50<00:00,  2.44it/s]\nEpoch 0: |          | 6573/? [44:50<00:00,  2.44it/s]\nEpoch 0: |          | 6573/? [44:50<00:00,  2.44it/s]\nEpoch 0: |          | 6574/? [44:51<00:00,  2.44it/s]\nEpoch 0: |          | 6574/? [44:51<00:00,  2.44it/s]\nEpoch 0: |          | 6575/? [44:51<00:00,  2.44it/s]\nEpoch 0: |          | 6575/? [44:51<00:00,  2.44it/s]\nEpoch 0: |          | 6576/? [44:51<00:00,  2.44it/s]\nEpoch 0: |          | 6576/? [44:51<00:00,  2.44it/s]\nEpoch 0: |          | 6577/? [44:52<00:00,  2.44it/s]\nEpoch 0: |          | 6577/? [44:52<00:00,  2.44it/s]\nEpoch 0: |          | 6578/? [44:52<00:00,  2.44it/s]\nEpoch 0: |          | 6578/? [44:52<00:00,  2.44it/s]\nEpoch 0: |          | 6579/? [44:52<00:00,  2.44it/s]\nEpoch 0: |          | 6579/? [44:52<00:00,  2.44it/s]\nEpoch 0: |          | 6580/? [44:52<00:00,  2.44it/s]\nEpoch 0: |          | 6580/? [44:52<00:00,  2.44it/s]\nEpoch 0: |          | 6581/? [44:53<00:00,  2.44it/s]\nEpoch 0: |          | 6581/? [44:53<00:00,  2.44it/s]\nEpoch 0: |          | 6582/? [44:53<00:00,  2.44it/s]\nEpoch 0: |          | 6582/? [44:53<00:00,  2.44it/s]\nEpoch 0: |          | 6583/? [44:53<00:00,  2.44it/s]\nEpoch 0: |          | 6583/? [44:53<00:00,  2.44it/s]\nEpoch 0: |          | 6584/? [44:54<00:00,  2.44it/s]\nEpoch 0: |          | 6584/? [44:54<00:00,  2.44it/s]\nEpoch 0: |          | 6585/? [44:54<00:00,  2.44it/s]\nEpoch 0: |          | 6585/? [44:54<00:00,  2.44it/s]\nEpoch 0: |          | 6586/? [44:54<00:00,  2.44it/s]\nEpoch 0: |          | 6586/? [44:54<00:00,  2.44it/s]\nEpoch 0: |          | 6587/? [44:54<00:00,  2.44it/s]\nEpoch 0: |          | 6587/? [44:54<00:00,  2.44it/s]\nEpoch 0: |          | 6588/? [44:55<00:00,  2.44it/s]\nEpoch 0: |          | 6588/? [44:55<00:00,  2.44it/s]\nEpoch 0: |          | 6589/? [44:55<00:00,  2.44it/s]\nEpoch 0: |          | 6589/? [44:55<00:00,  2.44it/s]\nEpoch 0: |          | 6590/? [44:55<00:00,  2.44it/s]\nEpoch 0: |          | 6590/? [44:55<00:00,  2.44it/s]\nEpoch 0: |          | 6591/? [44:56<00:00,  2.44it/s]\nEpoch 0: |          | 6591/? [44:56<00:00,  2.44it/s]\nEpoch 0: |          | 6592/? [44:56<00:00,  2.44it/s]\nEpoch 0: |          | 6592/? [44:56<00:00,  2.44it/s]\nEpoch 0: |          | 6593/? [44:56<00:00,  2.44it/s]\nEpoch 0: |          | 6593/? [44:56<00:00,  2.44it/s]\nEpoch 0: |          | 6594/? [44:56<00:00,  2.44it/s]\nEpoch 0: |          | 6594/? [44:56<00:00,  2.44it/s]\nEpoch 0: |          | 6595/? [44:57<00:00,  2.45it/s]\nEpoch 0: |          | 6595/? [44:57<00:00,  2.45it/s]\nEpoch 0: |          | 6596/? [44:57<00:00,  2.45it/s]\nEpoch 0: |          | 6596/? [44:57<00:00,  2.45it/s]\nEpoch 0: |          | 6597/? [44:57<00:00,  2.45it/s]\nEpoch 0: |          | 6597/? [44:57<00:00,  2.45it/s]\nEpoch 0: |          | 6598/? [44:58<00:00,  2.45it/s]\nEpoch 0: |          | 6598/? [44:58<00:00,  2.45it/s]\nEpoch 0: |          | 6599/? [44:58<00:00,  2.45it/s]\nEpoch 0: |          | 6599/? [44:58<00:00,  2.45it/s]\nEpoch 0: |          | 6600/? [44:58<00:00,  2.45it/s]\nEpoch 0: |          | 6600/? [44:58<00:00,  2.45it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.73it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.59it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.32it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.23it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 6600/? [44:59<00:00,  2.45it/s]\nEpoch 0: |          | 6601/? [44:59<00:00,  2.45it/s]\nEpoch 0: |          | 6601/? [44:59<00:00,  2.45it/s]\nEpoch 0: |          | 6602/? [44:59<00:00,  2.45it/s]\nEpoch 0: |          | 6602/? [44:59<00:00,  2.45it/s]\nEpoch 0: |          | 6603/? [44:59<00:00,  2.45it/s]\nEpoch 0: |          | 6603/? [44:59<00:00,  2.45it/s]\nEpoch 0: |          | 6604/? [45:00<00:00,  2.45it/s]\nEpoch 0: |          | 6604/? [45:00<00:00,  2.45it/s]\nEpoch 0: |          | 6605/? [45:00<00:00,  2.45it/s]\nEpoch 0: |          | 6605/? [45:00<00:00,  2.45it/s]\nEpoch 0: |          | 6606/? [45:00<00:00,  2.45it/s]\nEpoch 0: |          | 6606/? [45:00<00:00,  2.45it/s]\nEpoch 0: |          | 6607/? [45:00<00:00,  2.45it/s]\nEpoch 0: |          | 6607/? [45:00<00:00,  2.45it/s]\nEpoch 0: |          | 6608/? [45:01<00:00,  2.45it/s]\nEpoch 0: |          | 6608/? [45:01<00:00,  2.45it/s]\nEpoch 0: |          | 6609/? [45:01<00:00,  2.45it/s]\nEpoch 0: |          | 6609/? [45:01<00:00,  2.45it/s]\nEpoch 0: |          | 6610/? [45:01<00:00,  2.45it/s]\nEpoch 0: |          | 6610/? [45:01<00:00,  2.45it/s]\nEpoch 0: |          | 6611/? [45:02<00:00,  2.45it/s]\nEpoch 0: |          | 6611/? [45:02<00:00,  2.45it/s]\nEpoch 0: |          | 6612/? [45:02<00:00,  2.45it/s]\nEpoch 0: |          | 6612/? [45:02<00:00,  2.45it/s]\nEpoch 0: |          | 6613/? [45:02<00:00,  2.45it/s]\nEpoch 0: |          | 6613/? [45:02<00:00,  2.45it/s]\nEpoch 0: |          | 6614/? [45:02<00:00,  2.45it/s]\nEpoch 0: |          | 6614/? [45:02<00:00,  2.45it/s]\nEpoch 0: |          | 6615/? [45:03<00:00,  2.45it/s]\nEpoch 0: |          | 6615/? [45:03<00:00,  2.45it/s]\nEpoch 0: |          | 6616/? [45:03<00:00,  2.45it/s]\nEpoch 0: |          | 6616/? [45:03<00:00,  2.45it/s]\nEpoch 0: |          | 6617/? [45:03<00:00,  2.45it/s]\nEpoch 0: |          | 6617/? [45:03<00:00,  2.45it/s]\nEpoch 0: |          | 6618/? [45:04<00:00,  2.45it/s]\nEpoch 0: |          | 6618/? [45:04<00:00,  2.45it/s]\nEpoch 0: |          | 6619/? [45:04<00:00,  2.45it/s]\nEpoch 0: |          | 6619/? [45:04<00:00,  2.45it/s]\nEpoch 0: |          | 6620/? [45:04<00:00,  2.45it/s]\nEpoch 0: |          | 6620/? [45:04<00:00,  2.45it/s]\nEpoch 0: |          | 6621/? [45:04<00:00,  2.45it/s]\nEpoch 0: |          | 6621/? [45:04<00:00,  2.45it/s]\nEpoch 0: |          | 6622/? [45:05<00:00,  2.45it/s]\nEpoch 0: |          | 6622/? [45:05<00:00,  2.45it/s]\nEpoch 0: |          | 6623/? [45:05<00:00,  2.45it/s]\nEpoch 0: |          | 6623/? [45:05<00:00,  2.45it/s]\nEpoch 0: |          | 6624/? [45:05<00:00,  2.45it/s]\nEpoch 0: |          | 6624/? [45:05<00:00,  2.45it/s]\nEpoch 0: |          | 6625/? [45:06<00:00,  2.45it/s]\nEpoch 0: |          | 6625/? [45:06<00:00,  2.45it/s]\nEpoch 0: |          | 6626/? [45:06<00:00,  2.45it/s]\nEpoch 0: |          | 6626/? [45:06<00:00,  2.45it/s]\nEpoch 0: |          | 6627/? [45:06<00:00,  2.45it/s]\nEpoch 0: |          | 6627/? [45:06<00:00,  2.45it/s]\nEpoch 0: |          | 6628/? [45:06<00:00,  2.45it/s]\nEpoch 0: |          | 6628/? [45:06<00:00,  2.45it/s]\nEpoch 0: |          | 6629/? [45:07<00:00,  2.45it/s]\nEpoch 0: |          | 6629/? [45:07<00:00,  2.45it/s]\nEpoch 0: |          | 6630/? [45:07<00:00,  2.45it/s]\nEpoch 0: |          | 6630/? [45:07<00:00,  2.45it/s]\nEpoch 0: |          | 6631/? [45:07<00:00,  2.45it/s]\nEpoch 0: |          | 6631/? [45:07<00:00,  2.45it/s]\nEpoch 0: |          | 6632/? [45:08<00:00,  2.45it/s]\nEpoch 0: |          | 6632/? [45:08<00:00,  2.45it/s]\nEpoch 0: |          | 6633/? [45:08<00:00,  2.45it/s]\nEpoch 0: |          | 6633/? [45:08<00:00,  2.45it/s]\nEpoch 0: |          | 6634/? [45:08<00:00,  2.45it/s]\nEpoch 0: |          | 6634/? [45:08<00:00,  2.45it/s]\nEpoch 0: |          | 6635/? [45:08<00:00,  2.45it/s]\nEpoch 0: |          | 6635/? [45:08<00:00,  2.45it/s]\nEpoch 0: |          | 6636/? [45:09<00:00,  2.45it/s]\nEpoch 0: |          | 6636/? [45:09<00:00,  2.45it/s]\nEpoch 0: |          | 6637/? [45:09<00:00,  2.45it/s]\nEpoch 0: |          | 6637/? [45:09<00:00,  2.45it/s]\nEpoch 0: |          | 6638/? [45:09<00:00,  2.45it/s]\nEpoch 0: |          | 6638/? [45:09<00:00,  2.45it/s]\nEpoch 0: |          | 6639/? [45:09<00:00,  2.45it/s]\nEpoch 0: |          | 6639/? [45:09<00:00,  2.45it/s]\nEpoch 0: |          | 6640/? [45:10<00:00,  2.45it/s]\nEpoch 0: |          | 6640/? [45:10<00:00,  2.45it/s]\nEpoch 0: |          | 6641/? [45:10<00:00,  2.45it/s]\nEpoch 0: |          | 6641/? [45:10<00:00,  2.45it/s]\nEpoch 0: |          | 6642/? [45:10<00:00,  2.45it/s]\nEpoch 0: |          | 6642/? [45:10<00:00,  2.45it/s]\nEpoch 0: |          | 6643/? [45:11<00:00,  2.45it/s]\nEpoch 0: |          | 6643/? [45:11<00:00,  2.45it/s]\nEpoch 0: |          | 6644/? [45:11<00:00,  2.45it/s]\nEpoch 0: |          | 6644/? [45:11<00:00,  2.45it/s]\nEpoch 0: |          | 6645/? [45:11<00:00,  2.45it/s]\nEpoch 0: |          | 6645/? [45:11<00:00,  2.45it/s]\nEpoch 0: |          | 6646/? [45:11<00:00,  2.45it/s]\nEpoch 0: |          | 6646/? [45:11<00:00,  2.45it/s]\nEpoch 0: |          | 6647/? [45:12<00:00,  2.45it/s]\nEpoch 0: |          | 6647/? [45:12<00:00,  2.45it/s]\nEpoch 0: |          | 6648/? [45:12<00:00,  2.45it/s]\nEpoch 0: |          | 6648/? [45:12<00:00,  2.45it/s]\nEpoch 0: |          | 6649/? [45:12<00:00,  2.45it/s]\nEpoch 0: |          | 6649/? [45:12<00:00,  2.45it/s]\nEpoch 0: |          | 6650/? [45:13<00:00,  2.45it/s]\nEpoch 0: |          | 6650/? [45:13<00:00,  2.45it/s]\nEpoch 0: |          | 6651/? [45:13<00:00,  2.45it/s]\nEpoch 0: |          | 6651/? [45:13<00:00,  2.45it/s]\nEpoch 0: |          | 6652/? [45:13<00:00,  2.45it/s]\nEpoch 0: |          | 6652/? [45:13<00:00,  2.45it/s]\nEpoch 0: |          | 6653/? [45:13<00:00,  2.45it/s]\nEpoch 0: |          | 6653/? [45:13<00:00,  2.45it/s]\nEpoch 0: |          | 6654/? [45:14<00:00,  2.45it/s]\nEpoch 0: |          | 6654/? [45:14<00:00,  2.45it/s]\nEpoch 0: |          | 6655/? [45:14<00:00,  2.45it/s]\nEpoch 0: |          | 6655/? [45:14<00:00,  2.45it/s]\nEpoch 0: |          | 6656/? [45:14<00:00,  2.45it/s]\nEpoch 0: |          | 6656/? [45:14<00:00,  2.45it/s]\nEpoch 0: |          | 6657/? [45:15<00:00,  2.45it/s]\nEpoch 0: |          | 6657/? [45:15<00:00,  2.45it/s]\nEpoch 0: |          | 6658/? [45:15<00:00,  2.45it/s]\nEpoch 0: |          | 6658/? [45:15<00:00,  2.45it/s]\nEpoch 0: |          | 6659/? [45:15<00:00,  2.45it/s]\nEpoch 0: |          | 6659/? [45:15<00:00,  2.45it/s]\nEpoch 0: |          | 6660/? [45:15<00:00,  2.45it/s]\nEpoch 0: |          | 6660/? [45:15<00:00,  2.45it/s]\nEpoch 0: |          | 6661/? [45:16<00:00,  2.45it/s]\nEpoch 0: |          | 6661/? [45:16<00:00,  2.45it/s]\nEpoch 0: |          | 6662/? [45:16<00:00,  2.45it/s]\nEpoch 0: |          | 6662/? [45:16<00:00,  2.45it/s]\nEpoch 0: |          | 6663/? [45:16<00:00,  2.45it/s]\nEpoch 0: |          | 6663/? [45:16<00:00,  2.45it/s]\nEpoch 0: |          | 6664/? [45:17<00:00,  2.45it/s]\nEpoch 0: |          | 6664/? [45:17<00:00,  2.45it/s]\nEpoch 0: |          | 6665/? [45:17<00:00,  2.45it/s]\nEpoch 0: |          | 6665/? [45:17<00:00,  2.45it/s]\nEpoch 0: |          | 6666/? [45:17<00:00,  2.45it/s]\nEpoch 0: |          | 6666/? [45:17<00:00,  2.45it/s]\nEpoch 0: |          | 6667/? [45:17<00:00,  2.45it/s]\nEpoch 0: |          | 6667/? [45:17<00:00,  2.45it/s]\nEpoch 0: |          | 6668/? [45:18<00:00,  2.45it/s]\nEpoch 0: |          | 6668/? [45:18<00:00,  2.45it/s]\nEpoch 0: |          | 6669/? [45:18<00:00,  2.45it/s]\nEpoch 0: |          | 6669/? [45:18<00:00,  2.45it/s]\nEpoch 0: |          | 6670/? [45:18<00:00,  2.45it/s]\nEpoch 0: |          | 6670/? [45:18<00:00,  2.45it/s]\nEpoch 0: |          | 6671/? [45:19<00:00,  2.45it/s]\nEpoch 0: |          | 6671/? [45:19<00:00,  2.45it/s]\nEpoch 0: |          | 6672/? [45:19<00:00,  2.45it/s]\nEpoch 0: |          | 6672/? [45:19<00:00,  2.45it/s]\nEpoch 0: |          | 6673/? [45:19<00:00,  2.45it/s]\nEpoch 0: |          | 6673/? [45:19<00:00,  2.45it/s]\nEpoch 0: |          | 6674/? [45:19<00:00,  2.45it/s]\nEpoch 0: |          | 6674/? [45:19<00:00,  2.45it/s]\nEpoch 0: |          | 6675/? [45:20<00:00,  2.45it/s]\nEpoch 0: |          | 6675/? [45:20<00:00,  2.45it/s]\nEpoch 0: |          | 6676/? [45:20<00:00,  2.45it/s]\nEpoch 0: |          | 6676/? [45:20<00:00,  2.45it/s]\nEpoch 0: |          | 6677/? [45:20<00:00,  2.45it/s]\nEpoch 0: |          | 6677/? [45:20<00:00,  2.45it/s]\nEpoch 0: |          | 6678/? [45:20<00:00,  2.45it/s]\nEpoch 0: |          | 6678/? [45:20<00:00,  2.45it/s]\nEpoch 0: |          | 6679/? [45:21<00:00,  2.45it/s]\nEpoch 0: |          | 6679/? [45:21<00:00,  2.45it/s]\nEpoch 0: |          | 6680/? [45:21<00:00,  2.45it/s]\nEpoch 0: |          | 6680/? [45:21<00:00,  2.45it/s]\nEpoch 0: |          | 6681/? [45:21<00:00,  2.45it/s]\nEpoch 0: |          | 6681/? [45:21<00:00,  2.45it/s]\nEpoch 0: |          | 6682/? [45:22<00:00,  2.45it/s]\nEpoch 0: |          | 6682/? [45:22<00:00,  2.45it/s]\nEpoch 0: |          | 6683/? [45:22<00:00,  2.45it/s]\nEpoch 0: |          | 6683/? [45:22<00:00,  2.45it/s]\nEpoch 0: |          | 6684/? [45:22<00:00,  2.45it/s]\nEpoch 0: |          | 6684/? [45:22<00:00,  2.45it/s]\nEpoch 0: |          | 6685/? [45:22<00:00,  2.46it/s]\nEpoch 0: |          | 6685/? [45:22<00:00,  2.46it/s]\nEpoch 0: |          | 6686/? [45:23<00:00,  2.46it/s]\nEpoch 0: |          | 6686/? [45:23<00:00,  2.46it/s]\nEpoch 0: |          | 6687/? [45:23<00:00,  2.46it/s]\nEpoch 0: |          | 6687/? [45:23<00:00,  2.46it/s]\nEpoch 0: |          | 6688/? [45:23<00:00,  2.46it/s]\nEpoch 0: |          | 6688/? [45:23<00:00,  2.46it/s]\nEpoch 0: |          | 6689/? [45:24<00:00,  2.46it/s]\nEpoch 0: |          | 6689/? [45:24<00:00,  2.46it/s]\nEpoch 0: |          | 6690/? [45:24<00:00,  2.46it/s]\nEpoch 0: |          | 6690/? [45:24<00:00,  2.46it/s]\nEpoch 0: |          | 6691/? [45:24<00:00,  2.46it/s]\nEpoch 0: |          | 6691/? [45:24<00:00,  2.46it/s]\nEpoch 0: |          | 6692/? [45:24<00:00,  2.46it/s]\nEpoch 0: |          | 6692/? [45:24<00:00,  2.46it/s]\nEpoch 0: |          | 6693/? [45:25<00:00,  2.46it/s]\nEpoch 0: |          | 6693/? [45:25<00:00,  2.46it/s]\nEpoch 0: |          | 6694/? [45:25<00:00,  2.46it/s]\nEpoch 0: |          | 6694/? [45:25<00:00,  2.46it/s]\nEpoch 0: |          | 6695/? [45:25<00:00,  2.46it/s]\nEpoch 0: |          | 6695/? [45:25<00:00,  2.46it/s]\nEpoch 0: |          | 6696/? [45:26<00:00,  2.46it/s]\nEpoch 0: |          | 6696/? [45:26<00:00,  2.46it/s]\nEpoch 0: |          | 6697/? [45:26<00:00,  2.46it/s]\nEpoch 0: |          | 6697/? [45:26<00:00,  2.46it/s]\nEpoch 0: |          | 6698/? [45:26<00:00,  2.46it/s]\nEpoch 0: |          | 6698/? [45:26<00:00,  2.46it/s]\nEpoch 0: |          | 6699/? [45:26<00:00,  2.46it/s]\nEpoch 0: |          | 6699/? [45:26<00:00,  2.46it/s]\nEpoch 0: |          | 6700/? [45:27<00:00,  2.46it/s]\nEpoch 0: |          | 6700/? [45:27<00:00,  2.46it/s]\nEpoch 0: |          | 6701/? [45:27<00:00,  2.46it/s]\nEpoch 0: |          | 6701/? [45:27<00:00,  2.46it/s]\nEpoch 0: |          | 6702/? [45:27<00:00,  2.46it/s]\nEpoch 0: |          | 6702/? [45:27<00:00,  2.46it/s]\nEpoch 0: |          | 6703/? [45:28<00:00,  2.46it/s]\nEpoch 0: |          | 6703/? [45:28<00:00,  2.46it/s]\nEpoch 0: |          | 6704/? [45:28<00:00,  2.46it/s]\nEpoch 0: |          | 6704/? [45:28<00:00,  2.46it/s]\nEpoch 0: |          | 6705/? [45:28<00:00,  2.46it/s]\nEpoch 0: |          | 6705/? [45:28<00:00,  2.46it/s]\nEpoch 0: |          | 6706/? [45:28<00:00,  2.46it/s]\nEpoch 0: |          | 6706/? [45:28<00:00,  2.46it/s]\nEpoch 0: |          | 6707/? [45:29<00:00,  2.46it/s]\nEpoch 0: |          | 6707/? [45:29<00:00,  2.46it/s]\nEpoch 0: |          | 6708/? [45:29<00:00,  2.46it/s]\nEpoch 0: |          | 6708/? [45:29<00:00,  2.46it/s]\nEpoch 0: |          | 6709/? [45:29<00:00,  2.46it/s]\nEpoch 0: |          | 6709/? [45:29<00:00,  2.46it/s]\nEpoch 0: |          | 6710/? [45:30<00:00,  2.46it/s]\nEpoch 0: |          | 6710/? [45:30<00:00,  2.46it/s]\nEpoch 0: |          | 6711/? [45:30<00:00,  2.46it/s]\nEpoch 0: |          | 6711/? [45:30<00:00,  2.46it/s]\nEpoch 0: |          | 6712/? [45:30<00:00,  2.46it/s]\nEpoch 0: |          | 6712/? [45:30<00:00,  2.46it/s]\nEpoch 0: |          | 6713/? [45:31<00:00,  2.46it/s]\nEpoch 0: |          | 6713/? [45:31<00:00,  2.46it/s]\nEpoch 0: |          | 6714/? [45:31<00:00,  2.46it/s]\nEpoch 0: |          | 6714/? [45:31<00:00,  2.46it/s]\nEpoch 0: |          | 6715/? [45:31<00:00,  2.46it/s]\nEpoch 0: |          | 6715/? [45:31<00:00,  2.46it/s]\nEpoch 0: |          | 6716/? [45:32<00:00,  2.46it/s]\nEpoch 0: |          | 6716/? [45:32<00:00,  2.46it/s]\nEpoch 0: |          | 6717/? [45:32<00:00,  2.46it/s]\nEpoch 0: |          | 6717/? [45:32<00:00,  2.46it/s]\nEpoch 0: |          | 6718/? [45:32<00:00,  2.46it/s]\nEpoch 0: |          | 6718/? [45:32<00:00,  2.46it/s]\nEpoch 0: |          | 6719/? [45:32<00:00,  2.46it/s]\nEpoch 0: |          | 6719/? [45:32<00:00,  2.46it/s]\nEpoch 0: |          | 6720/? [45:33<00:00,  2.46it/s]\nEpoch 0: |          | 6720/? [45:33<00:00,  2.46it/s]\nEpoch 0: |          | 6721/? [45:33<00:00,  2.46it/s]\nEpoch 0: |          | 6721/? [45:33<00:00,  2.46it/s]\nEpoch 0: |          | 6722/? [45:33<00:00,  2.46it/s]\nEpoch 0: |          | 6722/? [45:33<00:00,  2.46it/s]\nEpoch 0: |          | 6723/? [45:34<00:00,  2.46it/s]\nEpoch 0: |          | 6723/? [45:34<00:00,  2.46it/s]\nEpoch 0: |          | 6724/? [45:34<00:00,  2.46it/s]\nEpoch 0: |          | 6724/? [45:34<00:00,  2.46it/s]\nEpoch 0: |          | 6725/? [45:34<00:00,  2.46it/s]\nEpoch 0: |          | 6725/? [45:34<00:00,  2.46it/s]\nEpoch 0: |          | 6726/? [45:34<00:00,  2.46it/s]\nEpoch 0: |          | 6726/? [45:34<00:00,  2.46it/s]\nEpoch 0: |          | 6727/? [45:35<00:00,  2.46it/s]\nEpoch 0: |          | 6727/? [45:35<00:00,  2.46it/s]\nEpoch 0: |          | 6728/? [45:35<00:00,  2.46it/s]\nEpoch 0: |          | 6728/? [45:35<00:00,  2.46it/s]\nEpoch 0: |          | 6729/? [45:35<00:00,  2.46it/s]\nEpoch 0: |          | 6729/? [45:35<00:00,  2.46it/s]\nEpoch 0: |          | 6730/? [45:36<00:00,  2.46it/s]\nEpoch 0: |          | 6730/? [45:36<00:00,  2.46it/s]\nEpoch 0: |          | 6731/? [45:36<00:00,  2.46it/s]\nEpoch 0: |          | 6731/? [45:36<00:00,  2.46it/s]\nEpoch 0: |          | 6732/? [45:36<00:00,  2.46it/s]\nEpoch 0: |          | 6732/? [45:36<00:00,  2.46it/s]\nEpoch 0: |          | 6733/? [45:36<00:00,  2.46it/s]\nEpoch 0: |          | 6733/? [45:36<00:00,  2.46it/s]\nEpoch 0: |          | 6734/? [45:37<00:00,  2.46it/s]\nEpoch 0: |          | 6734/? [45:37<00:00,  2.46it/s]\nEpoch 0: |          | 6735/? [45:37<00:00,  2.46it/s]\nEpoch 0: |          | 6735/? [45:37<00:00,  2.46it/s]\nEpoch 0: |          | 6736/? [45:37<00:00,  2.46it/s]\nEpoch 0: |          | 6736/? [45:37<00:00,  2.46it/s]\nEpoch 0: |          | 6737/? [45:38<00:00,  2.46it/s]\nEpoch 0: |          | 6737/? [45:38<00:00,  2.46it/s]\nEpoch 0: |          | 6738/? [45:38<00:00,  2.46it/s]\nEpoch 0: |          | 6738/? [45:38<00:00,  2.46it/s]\nEpoch 0: |          | 6739/? [45:38<00:00,  2.46it/s]\nEpoch 0: |          | 6739/? [45:38<00:00,  2.46it/s]\nEpoch 0: |          | 6740/? [45:38<00:00,  2.46it/s]\nEpoch 0: |          | 6740/? [45:38<00:00,  2.46it/s]\nEpoch 0: |          | 6741/? [45:39<00:00,  2.46it/s]\nEpoch 0: |          | 6741/? [45:39<00:00,  2.46it/s]\nEpoch 0: |          | 6742/? [45:39<00:00,  2.46it/s]\nEpoch 0: |          | 6742/? [45:39<00:00,  2.46it/s]\nEpoch 0: |          | 6743/? [45:39<00:00,  2.46it/s]\nEpoch 0: |          | 6743/? [45:39<00:00,  2.46it/s]\nEpoch 0: |          | 6744/? [45:40<00:00,  2.46it/s]\nEpoch 0: |          | 6744/? [45:40<00:00,  2.46it/s]\nEpoch 0: |          | 6745/? [45:40<00:00,  2.46it/s]\nEpoch 0: |          | 6745/? [45:40<00:00,  2.46it/s]\nEpoch 0: |          | 6746/? [45:40<00:00,  2.46it/s]\nEpoch 0: |          | 6746/? [45:40<00:00,  2.46it/s]\nEpoch 0: |          | 6747/? [45:40<00:00,  2.46it/s]\nEpoch 0: |          | 6747/? [45:40<00:00,  2.46it/s]\nEpoch 0: |          | 6748/? [45:41<00:00,  2.46it/s]\nEpoch 0: |          | 6748/? [45:41<00:00,  2.46it/s]\nEpoch 0: |          | 6749/? [45:41<00:00,  2.46it/s]\nEpoch 0: |          | 6749/? [45:41<00:00,  2.46it/s]\nEpoch 0: |          | 6750/? [45:41<00:00,  2.46it/s]\nEpoch 0: |          | 6750/? [45:41<00:00,  2.46it/s]\nEpoch 0: |          | 6751/? [45:42<00:00,  2.46it/s]\nEpoch 0: |          | 6751/? [45:42<00:00,  2.46it/s]\nEpoch 0: |          | 6752/? [45:42<00:00,  2.46it/s]\nEpoch 0: |          | 6752/? [45:42<00:00,  2.46it/s]\nEpoch 0: |          | 6753/? [45:42<00:00,  2.46it/s]\nEpoch 0: |          | 6753/? [45:42<00:00,  2.46it/s]\nEpoch 0: |          | 6754/? [45:42<00:00,  2.46it/s]\nEpoch 0: |          | 6754/? [45:42<00:00,  2.46it/s]\nEpoch 0: |          | 6755/? [45:43<00:00,  2.46it/s]\nEpoch 0: |          | 6755/? [45:43<00:00,  2.46it/s]\nEpoch 0: |          | 6756/? [45:43<00:00,  2.46it/s]\nEpoch 0: |          | 6756/? [45:43<00:00,  2.46it/s]\nEpoch 0: |          | 6757/? [45:43<00:00,  2.46it/s]\nEpoch 0: |          | 6757/? [45:43<00:00,  2.46it/s]\nEpoch 0: |          | 6758/? [45:44<00:00,  2.46it/s]\nEpoch 0: |          | 6758/? [45:44<00:00,  2.46it/s]\nEpoch 0: |          | 6759/? [45:44<00:00,  2.46it/s]\nEpoch 0: |          | 6759/? [45:44<00:00,  2.46it/s]\nEpoch 0: |          | 6760/? [45:44<00:00,  2.46it/s]\nEpoch 0: |          | 6760/? [45:44<00:00,  2.46it/s]\nEpoch 0: |          | 6761/? [45:44<00:00,  2.46it/s]\nEpoch 0: |          | 6761/? [45:44<00:00,  2.46it/s]\nEpoch 0: |          | 6762/? [45:45<00:00,  2.46it/s]\nEpoch 0: |          | 6762/? [45:45<00:00,  2.46it/s]\nEpoch 0: |          | 6763/? [45:45<00:00,  2.46it/s]\nEpoch 0: |          | 6763/? [45:45<00:00,  2.46it/s]\nEpoch 0: |          | 6764/? [45:45<00:00,  2.46it/s]\nEpoch 0: |          | 6764/? [45:45<00:00,  2.46it/s]\nEpoch 0: |          | 6765/? [45:45<00:00,  2.46it/s]\nEpoch 0: |          | 6765/? [45:45<00:00,  2.46it/s]\nEpoch 0: |          | 6766/? [45:46<00:00,  2.46it/s]\nEpoch 0: |          | 6766/? [45:46<00:00,  2.46it/s]\nEpoch 0: |          | 6767/? [45:46<00:00,  2.46it/s]\nEpoch 0: |          | 6767/? [45:46<00:00,  2.46it/s]\nEpoch 0: |          | 6768/? [45:46<00:00,  2.46it/s]\nEpoch 0: |          | 6768/? [45:46<00:00,  2.46it/s]\nEpoch 0: |          | 6769/? [45:47<00:00,  2.46it/s]\nEpoch 0: |          | 6769/? [45:47<00:00,  2.46it/s]\nEpoch 0: |          | 6770/? [45:47<00:00,  2.46it/s]\nEpoch 0: |          | 6770/? [45:47<00:00,  2.46it/s]\nEpoch 0: |          | 6771/? [45:47<00:00,  2.46it/s]\nEpoch 0: |          | 6771/? [45:47<00:00,  2.46it/s]\nEpoch 0: |          | 6772/? [45:47<00:00,  2.46it/s]\nEpoch 0: |          | 6772/? [45:47<00:00,  2.46it/s]\nEpoch 0: |          | 6773/? [45:48<00:00,  2.46it/s]\nEpoch 0: |          | 6773/? [45:48<00:00,  2.46it/s]\nEpoch 0: |          | 6774/? [45:48<00:00,  2.46it/s]\nEpoch 0: |          | 6774/? [45:48<00:00,  2.46it/s]\nEpoch 0: |          | 6775/? [45:48<00:00,  2.46it/s]\nEpoch 0: |          | 6775/? [45:48<00:00,  2.46it/s]\nEpoch 0: |          | 6776/? [45:49<00:00,  2.46it/s]\nEpoch 0: |          | 6776/? [45:49<00:00,  2.46it/s]\nEpoch 0: |          | 6777/? [45:49<00:00,  2.46it/s]\nEpoch 0: |          | 6777/? [45:49<00:00,  2.46it/s]\nEpoch 0: |          | 6778/? [45:49<00:00,  2.47it/s]\nEpoch 0: |          | 6778/? [45:49<00:00,  2.47it/s]\nEpoch 0: |          | 6779/? [45:49<00:00,  2.47it/s]\nEpoch 0: |          | 6779/? [45:49<00:00,  2.47it/s]\nEpoch 0: |          | 6780/? [45:50<00:00,  2.47it/s]\nEpoch 0: |          | 6780/? [45:50<00:00,  2.47it/s]\nEpoch 0: |          | 6781/? [45:50<00:00,  2.47it/s]\nEpoch 0: |          | 6781/? [45:50<00:00,  2.47it/s]\nEpoch 0: |          | 6782/? [45:50<00:00,  2.47it/s]\nEpoch 0: |          | 6782/? [45:50<00:00,  2.47it/s]\nEpoch 0: |          | 6783/? [45:51<00:00,  2.47it/s]\nEpoch 0: |          | 6783/? [45:51<00:00,  2.47it/s]\nEpoch 0: |          | 6784/? [45:51<00:00,  2.47it/s]\nEpoch 0: |          | 6784/? [45:51<00:00,  2.47it/s]\nEpoch 0: |          | 6785/? [45:51<00:00,  2.47it/s]\nEpoch 0: |          | 6785/? [45:51<00:00,  2.47it/s]\nEpoch 0: |          | 6786/? [45:51<00:00,  2.47it/s]\nEpoch 0: |          | 6786/? [45:51<00:00,  2.47it/s]\nEpoch 0: |          | 6787/? [45:52<00:00,  2.47it/s]\nEpoch 0: |          | 6787/? [45:52<00:00,  2.47it/s]\nEpoch 0: |          | 6788/? [45:52<00:00,  2.47it/s]\nEpoch 0: |          | 6788/? [45:52<00:00,  2.47it/s]\nEpoch 0: |          | 6789/? [45:52<00:00,  2.47it/s]\nEpoch 0: |          | 6789/? [45:52<00:00,  2.47it/s]\nEpoch 0: |          | 6790/? [45:53<00:00,  2.47it/s]\nEpoch 0: |          | 6790/? [45:53<00:00,  2.47it/s]\nEpoch 0: |          | 6791/? [45:53<00:00,  2.47it/s]\nEpoch 0: |          | 6791/? [45:53<00:00,  2.47it/s]\nEpoch 0: |          | 6792/? [45:53<00:00,  2.47it/s]\nEpoch 0: |          | 6792/? [45:53<00:00,  2.47it/s]\nEpoch 0: |          | 6793/? [45:53<00:00,  2.47it/s]\nEpoch 0: |          | 6793/? [45:53<00:00,  2.47it/s]\nEpoch 0: |          | 6794/? [45:54<00:00,  2.47it/s]\nEpoch 0: |          | 6794/? [45:54<00:00,  2.47it/s]\nEpoch 0: |          | 6795/? [45:54<00:00,  2.47it/s]\nEpoch 0: |          | 6795/? [45:54<00:00,  2.47it/s]\nEpoch 0: |          | 6796/? [45:54<00:00,  2.47it/s]\nEpoch 0: |          | 6796/? [45:54<00:00,  2.47it/s]\nEpoch 0: |          | 6797/? [45:55<00:00,  2.47it/s]\nEpoch 0: |          | 6797/? [45:55<00:00,  2.47it/s]\nEpoch 0: |          | 6798/? [45:55<00:00,  2.47it/s]\nEpoch 0: |          | 6798/? [45:55<00:00,  2.47it/s]\nEpoch 0: |          | 6799/? [45:55<00:00,  2.47it/s]\nEpoch 0: |          | 6799/? [45:55<00:00,  2.47it/s]\nEpoch 0: |          | 6800/? [45:55<00:00,  2.47it/s]\nEpoch 0: |          | 6800/? [45:55<00:00,  2.47it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.73it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.75it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.56it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.79it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 6800/? [45:56<00:00,  2.47it/s]\nEpoch 0: |          | 6801/? [45:56<00:00,  2.47it/s]\nEpoch 0: |          | 6801/? [45:56<00:00,  2.47it/s]\nEpoch 0: |          | 6802/? [45:56<00:00,  2.47it/s]\nEpoch 0: |          | 6802/? [45:56<00:00,  2.47it/s]\nEpoch 0: |          | 6803/? [45:57<00:00,  2.47it/s]\nEpoch 0: |          | 6803/? [45:57<00:00,  2.47it/s]\nEpoch 0: |          | 6804/? [45:57<00:00,  2.47it/s]\nEpoch 0: |          | 6804/? [45:57<00:00,  2.47it/s]\nEpoch 0: |          | 6805/? [45:57<00:00,  2.47it/s]\nEpoch 0: |          | 6805/? [45:57<00:00,  2.47it/s]\nEpoch 0: |          | 6806/? [45:58<00:00,  2.47it/s]\nEpoch 0: |          | 6806/? [45:58<00:00,  2.47it/s]\nEpoch 0: |          | 6807/? [45:58<00:00,  2.47it/s]\nEpoch 0: |          | 6807/? [45:58<00:00,  2.47it/s]\nEpoch 0: |          | 6808/? [45:58<00:00,  2.47it/s]\nEpoch 0: |          | 6808/? [45:58<00:00,  2.47it/s]\nEpoch 0: |          | 6809/? [45:58<00:00,  2.47it/s]\nEpoch 0: |          | 6809/? [45:58<00:00,  2.47it/s]\nEpoch 0: |          | 6810/? [45:59<00:00,  2.47it/s]\nEpoch 0: |          | 6810/? [45:59<00:00,  2.47it/s]\nEpoch 0: |          | 6811/? [45:59<00:00,  2.47it/s]\nEpoch 0: |          | 6811/? [45:59<00:00,  2.47it/s]\nEpoch 0: |          | 6812/? [45:59<00:00,  2.47it/s]\nEpoch 0: |          | 6812/? [45:59<00:00,  2.47it/s]\nEpoch 0: |          | 6813/? [46:00<00:00,  2.47it/s]\nEpoch 0: |          | 6813/? [46:00<00:00,  2.47it/s]\nEpoch 0: |          | 6814/? [46:00<00:00,  2.47it/s]\nEpoch 0: |          | 6814/? [46:00<00:00,  2.47it/s]\nEpoch 0: |          | 6815/? [46:00<00:00,  2.47it/s]\nEpoch 0: |          | 6815/? [46:00<00:00,  2.47it/s]\nEpoch 0: |          | 6816/? [46:00<00:00,  2.47it/s]\nEpoch 0: |          | 6816/? [46:00<00:00,  2.47it/s]\nEpoch 0: |          | 6817/? [46:01<00:00,  2.47it/s]\nEpoch 0: |          | 6817/? [46:01<00:00,  2.47it/s]\nEpoch 0: |          | 6818/? [46:01<00:00,  2.47it/s]\nEpoch 0: |          | 6818/? [46:01<00:00,  2.47it/s]\nEpoch 0: |          | 6819/? [46:01<00:00,  2.47it/s]\nEpoch 0: |          | 6819/? [46:01<00:00,  2.47it/s]\nEpoch 0: |          | 6820/? [46:02<00:00,  2.47it/s]\nEpoch 0: |          | 6820/? [46:02<00:00,  2.47it/s]\nEpoch 0: |          | 6821/? [46:02<00:00,  2.47it/s]\nEpoch 0: |          | 6821/? [46:02<00:00,  2.47it/s]\nEpoch 0: |          | 6822/? [46:02<00:00,  2.47it/s]\nEpoch 0: |          | 6822/? [46:02<00:00,  2.47it/s]\nEpoch 0: |          | 6823/? [46:02<00:00,  2.47it/s]\nEpoch 0: |          | 6823/? [46:02<00:00,  2.47it/s]\nEpoch 0: |          | 6824/? [46:03<00:00,  2.47it/s]\nEpoch 0: |          | 6824/? [46:03<00:00,  2.47it/s]\nEpoch 0: |          | 6825/? [46:03<00:00,  2.47it/s]\nEpoch 0: |          | 6825/? [46:03<00:00,  2.47it/s]\nEpoch 0: |          | 6826/? [46:03<00:00,  2.47it/s]\nEpoch 0: |          | 6826/? [46:03<00:00,  2.47it/s]\nEpoch 0: |          | 6827/? [46:04<00:00,  2.47it/s]\nEpoch 0: |          | 6827/? [46:04<00:00,  2.47it/s]\nEpoch 0: |          | 6828/? [46:04<00:00,  2.47it/s]\nEpoch 0: |          | 6828/? [46:04<00:00,  2.47it/s]\nEpoch 0: |          | 6829/? [46:04<00:00,  2.47it/s]\nEpoch 0: |          | 6829/? [46:04<00:00,  2.47it/s]\nEpoch 0: |          | 6830/? [46:04<00:00,  2.47it/s]\nEpoch 0: |          | 6830/? [46:04<00:00,  2.47it/s]\nEpoch 0: |          | 6831/? [46:05<00:00,  2.47it/s]\nEpoch 0: |          | 6831/? [46:05<00:00,  2.47it/s]\nEpoch 0: |          | 6832/? [46:05<00:00,  2.47it/s]\nEpoch 0: |          | 6832/? [46:05<00:00,  2.47it/s]\nEpoch 0: |          | 6833/? [46:05<00:00,  2.47it/s]\nEpoch 0: |          | 6833/? [46:05<00:00,  2.47it/s]\nEpoch 0: |          | 6834/? [46:06<00:00,  2.47it/s]\nEpoch 0: |          | 6834/? [46:06<00:00,  2.47it/s]\nEpoch 0: |          | 6835/? [46:06<00:00,  2.47it/s]\nEpoch 0: |          | 6835/? [46:06<00:00,  2.47it/s]\nEpoch 0: |          | 6836/? [46:06<00:00,  2.47it/s]\nEpoch 0: |          | 6836/? [46:06<00:00,  2.47it/s]\nEpoch 0: |          | 6837/? [46:07<00:00,  2.47it/s]\nEpoch 0: |          | 6837/? [46:07<00:00,  2.47it/s]\nEpoch 0: |          | 6838/? [46:07<00:00,  2.47it/s]\nEpoch 0: |          | 6838/? [46:07<00:00,  2.47it/s]\nEpoch 0: |          | 6839/? [46:07<00:00,  2.47it/s]\nEpoch 0: |          | 6839/? [46:07<00:00,  2.47it/s]\nEpoch 0: |          | 6840/? [46:07<00:00,  2.47it/s]\nEpoch 0: |          | 6840/? [46:07<00:00,  2.47it/s]\nEpoch 0: |          | 6841/? [46:08<00:00,  2.47it/s]\nEpoch 0: |          | 6841/? [46:08<00:00,  2.47it/s]\nEpoch 0: |          | 6842/? [46:08<00:00,  2.47it/s]\nEpoch 0: |          | 6842/? [46:08<00:00,  2.47it/s]\nEpoch 0: |          | 6843/? [46:08<00:00,  2.47it/s]\nEpoch 0: |          | 6843/? [46:08<00:00,  2.47it/s]\nEpoch 0: |          | 6844/? [46:09<00:00,  2.47it/s]\nEpoch 0: |          | 6844/? [46:09<00:00,  2.47it/s]\nEpoch 0: |          | 6845/? [46:09<00:00,  2.47it/s]\nEpoch 0: |          | 6845/? [46:09<00:00,  2.47it/s]\nEpoch 0: |          | 6846/? [46:09<00:00,  2.47it/s]\nEpoch 0: |          | 6846/? [46:09<00:00,  2.47it/s]\nEpoch 0: |          | 6847/? [46:09<00:00,  2.47it/s]\nEpoch 0: |          | 6847/? [46:09<00:00,  2.47it/s]\nEpoch 0: |          | 6848/? [46:10<00:00,  2.47it/s]\nEpoch 0: |          | 6848/? [46:10<00:00,  2.47it/s]\nEpoch 0: |          | 6849/? [46:10<00:00,  2.47it/s]\nEpoch 0: |          | 6849/? [46:10<00:00,  2.47it/s]\nEpoch 0: |          | 6850/? [46:10<00:00,  2.47it/s]\nEpoch 0: |          | 6850/? [46:10<00:00,  2.47it/s]\nEpoch 0: |          | 6851/? [46:11<00:00,  2.47it/s]\nEpoch 0: |          | 6851/? [46:11<00:00,  2.47it/s]\nEpoch 0: |          | 6852/? [46:11<00:00,  2.47it/s]\nEpoch 0: |          | 6852/? [46:11<00:00,  2.47it/s]\nEpoch 0: |          | 6853/? [46:11<00:00,  2.47it/s]\nEpoch 0: |          | 6853/? [46:11<00:00,  2.47it/s]\nEpoch 0: |          | 6854/? [46:11<00:00,  2.47it/s]\nEpoch 0: |          | 6854/? [46:11<00:00,  2.47it/s]\nEpoch 0: |          | 6855/? [46:12<00:00,  2.47it/s]\nEpoch 0: |          | 6855/? [46:12<00:00,  2.47it/s]\nEpoch 0: |          | 6856/? [46:12<00:00,  2.47it/s]\nEpoch 0: |          | 6856/? [46:12<00:00,  2.47it/s]\nEpoch 0: |          | 6857/? [46:12<00:00,  2.47it/s]\nEpoch 0: |          | 6857/? [46:12<00:00,  2.47it/s]\nEpoch 0: |          | 6858/? [46:13<00:00,  2.47it/s]\nEpoch 0: |          | 6858/? [46:13<00:00,  2.47it/s]\nEpoch 0: |          | 6859/? [46:13<00:00,  2.47it/s]\nEpoch 0: |          | 6859/? [46:13<00:00,  2.47it/s]\nEpoch 0: |          | 6860/? [46:13<00:00,  2.47it/s]\nEpoch 0: |          | 6860/? [46:13<00:00,  2.47it/s]\nEpoch 0: |          | 6861/? [46:13<00:00,  2.47it/s]\nEpoch 0: |          | 6861/? [46:13<00:00,  2.47it/s]\nEpoch 0: |          | 6862/? [46:14<00:00,  2.47it/s]\nEpoch 0: |          | 6862/? [46:14<00:00,  2.47it/s]\nEpoch 0: |          | 6863/? [46:14<00:00,  2.47it/s]\nEpoch 0: |          | 6863/? [46:14<00:00,  2.47it/s]\nEpoch 0: |          | 6864/? [46:14<00:00,  2.47it/s]\nEpoch 0: |          | 6864/? [46:14<00:00,  2.47it/s]\nEpoch 0: |          | 6865/? [46:15<00:00,  2.47it/s]\nEpoch 0: |          | 6865/? [46:15<00:00,  2.47it/s]\nEpoch 0: |          | 6866/? [46:15<00:00,  2.47it/s]\nEpoch 0: |          | 6866/? [46:15<00:00,  2.47it/s]\nEpoch 0: |          | 6867/? [46:15<00:00,  2.47it/s]\nEpoch 0: |          | 6867/? [46:15<00:00,  2.47it/s]\nEpoch 0: |          | 6868/? [46:15<00:00,  2.47it/s]\nEpoch 0: |          | 6868/? [46:15<00:00,  2.47it/s]\nEpoch 0: |          | 6869/? [46:16<00:00,  2.47it/s]\nEpoch 0: |          | 6869/? [46:16<00:00,  2.47it/s]\nEpoch 0: |          | 6870/? [46:16<00:00,  2.47it/s]\nEpoch 0: |          | 6870/? [46:16<00:00,  2.47it/s]\nEpoch 0: |          | 6871/? [46:16<00:00,  2.47it/s]\nEpoch 0: |          | 6871/? [46:16<00:00,  2.47it/s]\nEpoch 0: |          | 6872/? [46:16<00:00,  2.47it/s]\nEpoch 0: |          | 6872/? [46:16<00:00,  2.47it/s]\nEpoch 0: |          | 6873/? [46:17<00:00,  2.47it/s]\nEpoch 0: |          | 6873/? [46:17<00:00,  2.47it/s]\nEpoch 0: |          | 6874/? [46:17<00:00,  2.47it/s]\nEpoch 0: |          | 6874/? [46:17<00:00,  2.47it/s]\nEpoch 0: |          | 6875/? [46:17<00:00,  2.47it/s]\nEpoch 0: |          | 6875/? [46:17<00:00,  2.47it/s]\nEpoch 0: |          | 6876/? [46:18<00:00,  2.48it/s]\nEpoch 0: |          | 6876/? [46:18<00:00,  2.48it/s]\nEpoch 0: |          | 6877/? [46:18<00:00,  2.48it/s]\nEpoch 0: |          | 6877/? [46:18<00:00,  2.48it/s]\nEpoch 0: |          | 6878/? [46:18<00:00,  2.48it/s]\nEpoch 0: |          | 6878/? [46:18<00:00,  2.48it/s]\nEpoch 0: |          | 6879/? [46:18<00:00,  2.48it/s]\nEpoch 0: |          | 6879/? [46:18<00:00,  2.48it/s]\nEpoch 0: |          | 6880/? [46:19<00:00,  2.48it/s]\nEpoch 0: |          | 6880/? [46:19<00:00,  2.48it/s]\nEpoch 0: |          | 6881/? [46:19<00:00,  2.48it/s]\nEpoch 0: |          | 6881/? [46:19<00:00,  2.48it/s]\nEpoch 0: |          | 6882/? [46:19<00:00,  2.48it/s]\nEpoch 0: |          | 6882/? [46:19<00:00,  2.48it/s]\nEpoch 0: |          | 6883/? [46:20<00:00,  2.48it/s]\nEpoch 0: |          | 6883/? [46:20<00:00,  2.48it/s]\nEpoch 0: |          | 6884/? [46:20<00:00,  2.48it/s]\nEpoch 0: |          | 6884/? [46:20<00:00,  2.48it/s]\nEpoch 0: |          | 6885/? [46:20<00:00,  2.48it/s]\nEpoch 0: |          | 6885/? [46:20<00:00,  2.48it/s]\nEpoch 0: |          | 6886/? [46:20<00:00,  2.48it/s]\nEpoch 0: |          | 6886/? [46:20<00:00,  2.48it/s]\nEpoch 0: |          | 6887/? [46:21<00:00,  2.48it/s]\nEpoch 0: |          | 6887/? [46:21<00:00,  2.48it/s]\nEpoch 0: |          | 6888/? [46:21<00:00,  2.48it/s]\nEpoch 0: |          | 6888/? [46:21<00:00,  2.48it/s]\nEpoch 0: |          | 6889/? [46:21<00:00,  2.48it/s]\nEpoch 0: |          | 6889/? [46:21<00:00,  2.48it/s]\nEpoch 0: |          | 6890/? [46:22<00:00,  2.48it/s]\nEpoch 0: |          | 6890/? [46:22<00:00,  2.48it/s]\nEpoch 0: |          | 6891/? [46:22<00:00,  2.48it/s]\nEpoch 0: |          | 6891/? [46:22<00:00,  2.48it/s]\nEpoch 0: |          | 6892/? [46:22<00:00,  2.48it/s]\nEpoch 0: |          | 6892/? [46:22<00:00,  2.48it/s]\nEpoch 0: |          | 6893/? [46:22<00:00,  2.48it/s]\nEpoch 0: |          | 6893/? [46:22<00:00,  2.48it/s]\nEpoch 0: |          | 6894/? [46:23<00:00,  2.48it/s]\nEpoch 0: |          | 6894/? [46:23<00:00,  2.48it/s]\nEpoch 0: |          | 6895/? [46:23<00:00,  2.48it/s]\nEpoch 0: |          | 6895/? [46:23<00:00,  2.48it/s]\nEpoch 0: |          | 6896/? [46:23<00:00,  2.48it/s]\nEpoch 0: |          | 6896/? [46:23<00:00,  2.48it/s]\nEpoch 0: |          | 6897/? [46:24<00:00,  2.48it/s]\nEpoch 0: |          | 6897/? [46:24<00:00,  2.48it/s]\nEpoch 0: |          | 6898/? [46:24<00:00,  2.48it/s]\nEpoch 0: |          | 6898/? [46:24<00:00,  2.48it/s]\nEpoch 0: |          | 6899/? [46:24<00:00,  2.48it/s]\nEpoch 0: |          | 6899/? [46:24<00:00,  2.48it/s]\nEpoch 0: |          | 6900/? [46:24<00:00,  2.48it/s]\nEpoch 0: |          | 6900/? [46:24<00:00,  2.48it/s]\nEpoch 0: |          | 6901/? [46:25<00:00,  2.48it/s]\nEpoch 0: |          | 6901/? [46:25<00:00,  2.48it/s]\nEpoch 0: |          | 6902/? [46:25<00:00,  2.48it/s]\nEpoch 0: |          | 6902/? [46:25<00:00,  2.48it/s]\nEpoch 0: |          | 6903/? [46:25<00:00,  2.48it/s]\nEpoch 0: |          | 6903/? [46:25<00:00,  2.48it/s]\nEpoch 0: |          | 6904/? [46:26<00:00,  2.48it/s]\nEpoch 0: |          | 6904/? [46:26<00:00,  2.48it/s]\nEpoch 0: |          | 6905/? [46:26<00:00,  2.48it/s]\nEpoch 0: |          | 6905/? [46:26<00:00,  2.48it/s]\nEpoch 0: |          | 6906/? [46:26<00:00,  2.48it/s]\nEpoch 0: |          | 6906/? [46:26<00:00,  2.48it/s]\nEpoch 0: |          | 6907/? [46:26<00:00,  2.48it/s]\nEpoch 0: |          | 6907/? [46:26<00:00,  2.48it/s]\nEpoch 0: |          | 6908/? [46:27<00:00,  2.48it/s]\nEpoch 0: |          | 6908/? [46:27<00:00,  2.48it/s]\nEpoch 0: |          | 6909/? [46:27<00:00,  2.48it/s]\nEpoch 0: |          | 6909/? [46:27<00:00,  2.48it/s]\nEpoch 0: |          | 6910/? [46:27<00:00,  2.48it/s]\nEpoch 0: |          | 6910/? [46:27<00:00,  2.48it/s]\nEpoch 0: |          | 6911/? [46:27<00:00,  2.48it/s]\nEpoch 0: |          | 6911/? [46:27<00:00,  2.48it/s]\nEpoch 0: |          | 6912/? [46:28<00:00,  2.48it/s]\nEpoch 0: |          | 6912/? [46:28<00:00,  2.48it/s]\nEpoch 0: |          | 6913/? [46:28<00:00,  2.48it/s]\nEpoch 0: |          | 6913/? [46:28<00:00,  2.48it/s]\nEpoch 0: |          | 6914/? [46:28<00:00,  2.48it/s]\nEpoch 0: |          | 6914/? [46:28<00:00,  2.48it/s]\nEpoch 0: |          | 6915/? [46:29<00:00,  2.48it/s]\nEpoch 0: |          | 6915/? [46:29<00:00,  2.48it/s]\nEpoch 0: |          | 6916/? [46:29<00:00,  2.48it/s]\nEpoch 0: |          | 6916/? [46:29<00:00,  2.48it/s]\nEpoch 0: |          | 6917/? [46:29<00:00,  2.48it/s]\nEpoch 0: |          | 6917/? [46:29<00:00,  2.48it/s]\nEpoch 0: |          | 6918/? [46:29<00:00,  2.48it/s]\nEpoch 0: |          | 6918/? [46:29<00:00,  2.48it/s]\nEpoch 0: |          | 6919/? [46:30<00:00,  2.48it/s]\nEpoch 0: |          | 6919/? [46:30<00:00,  2.48it/s]\nEpoch 0: |          | 6920/? [46:30<00:00,  2.48it/s]\nEpoch 0: |          | 6920/? [46:30<00:00,  2.48it/s]\nEpoch 0: |          | 6921/? [46:30<00:00,  2.48it/s]\nEpoch 0: |          | 6921/? [46:30<00:00,  2.48it/s]\nEpoch 0: |          | 6922/? [46:31<00:00,  2.48it/s]\nEpoch 0: |          | 6922/? [46:31<00:00,  2.48it/s]\nEpoch 0: |          | 6923/? [46:31<00:00,  2.48it/s]\nEpoch 0: |          | 6923/? [46:31<00:00,  2.48it/s]\nEpoch 0: |          | 6924/? [46:31<00:00,  2.48it/s]\nEpoch 0: |          | 6924/? [46:31<00:00,  2.48it/s]\nEpoch 0: |          | 6925/? [46:31<00:00,  2.48it/s]\nEpoch 0: |          | 6925/? [46:31<00:00,  2.48it/s]\nEpoch 0: |          | 6926/? [46:32<00:00,  2.48it/s]\nEpoch 0: |          | 6926/? [46:32<00:00,  2.48it/s]\nEpoch 0: |          | 6927/? [46:32<00:00,  2.48it/s]\nEpoch 0: |          | 6927/? [46:32<00:00,  2.48it/s]\nEpoch 0: |          | 6928/? [46:32<00:00,  2.48it/s]\nEpoch 0: |          | 6928/? [46:32<00:00,  2.48it/s]\nEpoch 0: |          | 6929/? [46:32<00:00,  2.48it/s]\nEpoch 0: |          | 6929/? [46:32<00:00,  2.48it/s]\nEpoch 0: |          | 6930/? [46:33<00:00,  2.48it/s]\nEpoch 0: |          | 6930/? [46:33<00:00,  2.48it/s]\nEpoch 0: |          | 6931/? [46:33<00:00,  2.48it/s]\nEpoch 0: |          | 6931/? [46:33<00:00,  2.48it/s]\nEpoch 0: |          | 6932/? [46:33<00:00,  2.48it/s]\nEpoch 0: |          | 6932/? [46:33<00:00,  2.48it/s]\nEpoch 0: |          | 6933/? [46:34<00:00,  2.48it/s]\nEpoch 0: |          | 6933/? [46:34<00:00,  2.48it/s]\nEpoch 0: |          | 6934/? [46:34<00:00,  2.48it/s]\nEpoch 0: |          | 6934/? [46:34<00:00,  2.48it/s]\nEpoch 0: |          | 6935/? [46:34<00:00,  2.48it/s]\nEpoch 0: |          | 6935/? [46:34<00:00,  2.48it/s]\nEpoch 0: |          | 6936/? [46:34<00:00,  2.48it/s]\nEpoch 0: |          | 6936/? [46:34<00:00,  2.48it/s]\nEpoch 0: |          | 6937/? [46:35<00:00,  2.48it/s]\nEpoch 0: |          | 6937/? [46:35<00:00,  2.48it/s]\nEpoch 0: |          | 6938/? [46:35<00:00,  2.48it/s]\nEpoch 0: |          | 6938/? [46:35<00:00,  2.48it/s]\nEpoch 0: |          | 6939/? [46:35<00:00,  2.48it/s]\nEpoch 0: |          | 6939/? [46:35<00:00,  2.48it/s]\nEpoch 0: |          | 6940/? [46:36<00:00,  2.48it/s]\nEpoch 0: |          | 6940/? [46:36<00:00,  2.48it/s]\nEpoch 0: |          | 6941/? [46:36<00:00,  2.48it/s]\nEpoch 0: |          | 6941/? [46:36<00:00,  2.48it/s]\nEpoch 0: |          | 6942/? [46:36<00:00,  2.48it/s]\nEpoch 0: |          | 6942/? [46:36<00:00,  2.48it/s]\nEpoch 0: |          | 6943/? [46:36<00:00,  2.48it/s]\nEpoch 0: |          | 6943/? [46:36<00:00,  2.48it/s]\nEpoch 0: |          | 6944/? [46:37<00:00,  2.48it/s]\nEpoch 0: |          | 6944/? [46:37<00:00,  2.48it/s]\nEpoch 0: |          | 6945/? [46:37<00:00,  2.48it/s]\nEpoch 0: |          | 6945/? [46:37<00:00,  2.48it/s]\nEpoch 0: |          | 6946/? [46:37<00:00,  2.48it/s]\nEpoch 0: |          | 6946/? [46:37<00:00,  2.48it/s]\nEpoch 0: |          | 6947/? [46:38<00:00,  2.48it/s]\nEpoch 0: |          | 6947/? [46:38<00:00,  2.48it/s]\nEpoch 0: |          | 6948/? [46:38<00:00,  2.48it/s]\nEpoch 0: |          | 6948/? [46:38<00:00,  2.48it/s]\nEpoch 0: |          | 6949/? [46:38<00:00,  2.48it/s]\nEpoch 0: |          | 6949/? [46:38<00:00,  2.48it/s]\nEpoch 0: |          | 6950/? [46:38<00:00,  2.48it/s]\nEpoch 0: |          | 6950/? [46:38<00:00,  2.48it/s]\nEpoch 0: |          | 6951/? [46:39<00:00,  2.48it/s]\nEpoch 0: |          | 6951/? [46:39<00:00,  2.48it/s]\nEpoch 0: |          | 6952/? [46:39<00:00,  2.48it/s]\nEpoch 0: |          | 6952/? [46:39<00:00,  2.48it/s]\nEpoch 0: |          | 6953/? [46:39<00:00,  2.48it/s]\nEpoch 0: |          | 6953/? [46:39<00:00,  2.48it/s]\nEpoch 0: |          | 6954/? [46:40<00:00,  2.48it/s]\nEpoch 0: |          | 6954/? [46:40<00:00,  2.48it/s]\nEpoch 0: |          | 6955/? [46:40<00:00,  2.48it/s]\nEpoch 0: |          | 6955/? [46:40<00:00,  2.48it/s]\nEpoch 0: |          | 6956/? [46:40<00:00,  2.48it/s]\nEpoch 0: |          | 6956/? [46:40<00:00,  2.48it/s]\nEpoch 0: |          | 6957/? [46:40<00:00,  2.48it/s]\nEpoch 0: |          | 6957/? [46:40<00:00,  2.48it/s]\nEpoch 0: |          | 6958/? [46:41<00:00,  2.48it/s]\nEpoch 0: |          | 6958/? [46:41<00:00,  2.48it/s]\nEpoch 0: |          | 6959/? [46:41<00:00,  2.48it/s]\nEpoch 0: |          | 6959/? [46:41<00:00,  2.48it/s]\nEpoch 0: |          | 6960/? [46:41<00:00,  2.48it/s]\nEpoch 0: |          | 6960/? [46:41<00:00,  2.48it/s]\nEpoch 0: |          | 6961/? [46:42<00:00,  2.48it/s]\nEpoch 0: |          | 6961/? [46:42<00:00,  2.48it/s]\nEpoch 0: |          | 6962/? [46:42<00:00,  2.48it/s]\nEpoch 0: |          | 6962/? [46:42<00:00,  2.48it/s]\nEpoch 0: |          | 6963/? [46:42<00:00,  2.48it/s]\nEpoch 0: |          | 6963/? [46:42<00:00,  2.48it/s]\nEpoch 0: |          | 6964/? [46:42<00:00,  2.48it/s]\nEpoch 0: |          | 6964/? [46:42<00:00,  2.48it/s]\nEpoch 0: |          | 6965/? [46:43<00:00,  2.48it/s]\nEpoch 0: |          | 6965/? [46:43<00:00,  2.48it/s]\nEpoch 0: |          | 6966/? [46:43<00:00,  2.48it/s]\nEpoch 0: |          | 6966/? [46:43<00:00,  2.48it/s]\nEpoch 0: |          | 6967/? [46:43<00:00,  2.48it/s]\nEpoch 0: |          | 6967/? [46:43<00:00,  2.48it/s]\nEpoch 0: |          | 6968/? [46:44<00:00,  2.48it/s]\nEpoch 0: |          | 6968/? [46:44<00:00,  2.48it/s]\nEpoch 0: |          | 6969/? [46:44<00:00,  2.49it/s]\nEpoch 0: |          | 6969/? [46:44<00:00,  2.49it/s]\nEpoch 0: |          | 6970/? [46:44<00:00,  2.49it/s]\nEpoch 0: |          | 6970/? [46:44<00:00,  2.49it/s]\nEpoch 0: |          | 6971/? [46:44<00:00,  2.49it/s]\nEpoch 0: |          | 6971/? [46:44<00:00,  2.49it/s]\nEpoch 0: |          | 6972/? [46:45<00:00,  2.49it/s]\nEpoch 0: |          | 6972/? [46:45<00:00,  2.49it/s]\nEpoch 0: |          | 6973/? [46:45<00:00,  2.49it/s]\nEpoch 0: |          | 6973/? [46:45<00:00,  2.49it/s]\nEpoch 0: |          | 6974/? [46:45<00:00,  2.49it/s]\nEpoch 0: |          | 6974/? [46:45<00:00,  2.49it/s]\nEpoch 0: |          | 6975/? [46:46<00:00,  2.49it/s]\nEpoch 0: |          | 6975/? [46:46<00:00,  2.49it/s]\nEpoch 0: |          | 6976/? [46:46<00:00,  2.49it/s]\nEpoch 0: |          | 6976/? [46:46<00:00,  2.49it/s]\nEpoch 0: |          | 6977/? [46:46<00:00,  2.49it/s]\nEpoch 0: |          | 6977/? [46:46<00:00,  2.49it/s]\nEpoch 0: |          | 6978/? [46:46<00:00,  2.49it/s]\nEpoch 0: |          | 6978/? [46:46<00:00,  2.49it/s]\nEpoch 0: |          | 6979/? [46:47<00:00,  2.49it/s]\nEpoch 0: |          | 6979/? [46:47<00:00,  2.49it/s]\nEpoch 0: |          | 6980/? [46:47<00:00,  2.49it/s]\nEpoch 0: |          | 6980/? [46:47<00:00,  2.49it/s]\nEpoch 0: |          | 6981/? [46:47<00:00,  2.49it/s]\nEpoch 0: |          | 6981/? [46:47<00:00,  2.49it/s]\nEpoch 0: |          | 6982/? [46:48<00:00,  2.49it/s]\nEpoch 0: |          | 6982/? [46:48<00:00,  2.49it/s]\nEpoch 0: |          | 6983/? [46:48<00:00,  2.49it/s]\nEpoch 0: |          | 6983/? [46:48<00:00,  2.49it/s]\nEpoch 0: |          | 6984/? [46:48<00:00,  2.49it/s]\nEpoch 0: |          | 6984/? [46:48<00:00,  2.49it/s]\nEpoch 0: |          | 6985/? [46:48<00:00,  2.49it/s]\nEpoch 0: |          | 6985/? [46:48<00:00,  2.49it/s]\nEpoch 0: |          | 6986/? [46:49<00:00,  2.49it/s]\nEpoch 0: |          | 6986/? [46:49<00:00,  2.49it/s]\nEpoch 0: |          | 6987/? [46:49<00:00,  2.49it/s]\nEpoch 0: |          | 6987/? [46:49<00:00,  2.49it/s]\nEpoch 0: |          | 6988/? [46:49<00:00,  2.49it/s]\nEpoch 0: |          | 6988/? [46:49<00:00,  2.49it/s]\nEpoch 0: |          | 6989/? [46:49<00:00,  2.49it/s]\nEpoch 0: |          | 6989/? [46:49<00:00,  2.49it/s]\nEpoch 0: |          | 6990/? [46:50<00:00,  2.49it/s]\nEpoch 0: |          | 6990/? [46:50<00:00,  2.49it/s]\nEpoch 0: |          | 6991/? [46:50<00:00,  2.49it/s]\nEpoch 0: |          | 6991/? [46:50<00:00,  2.49it/s]\nEpoch 0: |          | 6992/? [46:50<00:00,  2.49it/s]\nEpoch 0: |          | 6992/? [46:50<00:00,  2.49it/s]\nEpoch 0: |          | 6993/? [46:51<00:00,  2.49it/s]\nEpoch 0: |          | 6993/? [46:51<00:00,  2.49it/s]\nEpoch 0: |          | 6994/? [46:51<00:00,  2.49it/s]\nEpoch 0: |          | 6994/? [46:51<00:00,  2.49it/s]\nEpoch 0: |          | 6995/? [46:51<00:00,  2.49it/s]\nEpoch 0: |          | 6995/? [46:51<00:00,  2.49it/s]\nEpoch 0: |          | 6996/? [46:51<00:00,  2.49it/s]\nEpoch 0: |          | 6996/? [46:51<00:00,  2.49it/s]\nEpoch 0: |          | 6997/? [46:52<00:00,  2.49it/s]\nEpoch 0: |          | 6997/? [46:52<00:00,  2.49it/s]\nEpoch 0: |          | 6998/? [46:52<00:00,  2.49it/s]\nEpoch 0: |          | 6998/? [46:52<00:00,  2.49it/s]\nEpoch 0: |          | 6999/? [46:52<00:00,  2.49it/s]\nEpoch 0: |          | 6999/? [46:52<00:00,  2.49it/s]\nEpoch 0: |          | 7000/? [46:53<00:00,  2.49it/s]\nEpoch 0: |          | 7000/? [46:53<00:00,  2.49it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.30it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.05it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.11it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.01it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 7000/? [46:53<00:00,  2.49it/s]\nEpoch 0: |          | 7001/? [46:53<00:00,  2.49it/s]\nEpoch 0: |          | 7001/? [46:53<00:00,  2.49it/s]\nEpoch 0: |          | 7002/? [46:53<00:00,  2.49it/s]\nEpoch 0: |          | 7002/? [46:53<00:00,  2.49it/s]\nEpoch 0: |          | 7003/? [46:54<00:00,  2.49it/s]\nEpoch 0: |          | 7003/? [46:54<00:00,  2.49it/s]\nEpoch 0: |          | 7004/? [46:54<00:00,  2.49it/s]\nEpoch 0: |          | 7004/? [46:54<00:00,  2.49it/s]\nEpoch 0: |          | 7005/? [46:54<00:00,  2.49it/s]\nEpoch 0: |          | 7005/? [46:54<00:00,  2.49it/s]\nEpoch 0: |          | 7006/? [46:55<00:00,  2.49it/s]\nEpoch 0: |          | 7006/? [46:55<00:00,  2.49it/s]\nEpoch 0: |          | 7007/? [46:55<00:00,  2.49it/s]\nEpoch 0: |          | 7007/? [46:55<00:00,  2.49it/s]\nEpoch 0: |          | 7008/? [46:55<00:00,  2.49it/s]\nEpoch 0: |          | 7008/? [46:55<00:00,  2.49it/s]\nEpoch 0: |          | 7009/? [46:55<00:00,  2.49it/s]\nEpoch 0: |          | 7009/? [46:55<00:00,  2.49it/s]\nEpoch 0: |          | 7010/? [46:56<00:00,  2.49it/s]\nEpoch 0: |          | 7010/? [46:56<00:00,  2.49it/s]\nEpoch 0: |          | 7011/? [46:56<00:00,  2.49it/s]\nEpoch 0: |          | 7011/? [46:56<00:00,  2.49it/s]\nEpoch 0: |          | 7012/? [46:56<00:00,  2.49it/s]\nEpoch 0: |          | 7012/? [46:56<00:00,  2.49it/s]\nEpoch 0: |          | 7013/? [46:57<00:00,  2.49it/s]\nEpoch 0: |          | 7013/? [46:57<00:00,  2.49it/s]\nEpoch 0: |          | 7014/? [46:57<00:00,  2.49it/s]\nEpoch 0: |          | 7014/? [46:57<00:00,  2.49it/s]\nEpoch 0: |          | 7015/? [46:57<00:00,  2.49it/s]\nEpoch 0: |          | 7015/? [46:57<00:00,  2.49it/s]\nEpoch 0: |          | 7016/? [46:57<00:00,  2.49it/s]\nEpoch 0: |          | 7016/? [46:57<00:00,  2.49it/s]\nEpoch 0: |          | 7017/? [46:58<00:00,  2.49it/s]\nEpoch 0: |          | 7017/? [46:58<00:00,  2.49it/s]\nEpoch 0: |          | 7018/? [46:58<00:00,  2.49it/s]\nEpoch 0: |          | 7018/? [46:58<00:00,  2.49it/s]\nEpoch 0: |          | 7019/? [46:58<00:00,  2.49it/s]\nEpoch 0: |          | 7019/? [46:58<00:00,  2.49it/s]\nEpoch 0: |          | 7020/? [46:58<00:00,  2.49it/s]\nEpoch 0: |          | 7020/? [46:58<00:00,  2.49it/s]\nEpoch 0: |          | 7021/? [46:59<00:00,  2.49it/s]\nEpoch 0: |          | 7021/? [46:59<00:00,  2.49it/s]\nEpoch 0: |          | 7022/? [46:59<00:00,  2.49it/s]\nEpoch 0: |          | 7022/? [46:59<00:00,  2.49it/s]\nEpoch 0: |          | 7023/? [46:59<00:00,  2.49it/s]\nEpoch 0: |          | 7023/? [46:59<00:00,  2.49it/s]\nEpoch 0: |          | 7024/? [47:00<00:00,  2.49it/s]\nEpoch 0: |          | 7024/? [47:00<00:00,  2.49it/s]\nEpoch 0: |          | 7025/? [47:00<00:00,  2.49it/s]\nEpoch 0: |          | 7025/? [47:00<00:00,  2.49it/s]\nEpoch 0: |          | 7026/? [47:00<00:00,  2.49it/s]\nEpoch 0: |          | 7026/? [47:00<00:00,  2.49it/s]\nEpoch 0: |          | 7027/? [47:00<00:00,  2.49it/s]\nEpoch 0: |          | 7027/? [47:00<00:00,  2.49it/s]\nEpoch 0: |          | 7028/? [47:01<00:00,  2.49it/s]\nEpoch 0: |          | 7028/? [47:01<00:00,  2.49it/s]\nEpoch 0: |          | 7029/? [47:01<00:00,  2.49it/s]\nEpoch 0: |          | 7029/? [47:01<00:00,  2.49it/s]\nEpoch 0: |          | 7030/? [47:01<00:00,  2.49it/s]\nEpoch 0: |          | 7030/? [47:01<00:00,  2.49it/s]\nEpoch 0: |          | 7031/? [47:02<00:00,  2.49it/s]\nEpoch 0: |          | 7031/? [47:02<00:00,  2.49it/s]\nEpoch 0: |          | 7032/? [47:02<00:00,  2.49it/s]\nEpoch 0: |          | 7032/? [47:02<00:00,  2.49it/s]\nEpoch 0: |          | 7033/? [47:02<00:00,  2.49it/s]\nEpoch 0: |          | 7033/? [47:02<00:00,  2.49it/s]\nEpoch 0: |          | 7034/? [47:02<00:00,  2.49it/s]\nEpoch 0: |          | 7034/? [47:02<00:00,  2.49it/s]\nEpoch 0: |          | 7035/? [47:03<00:00,  2.49it/s]\nEpoch 0: |          | 7035/? [47:03<00:00,  2.49it/s]\nEpoch 0: |          | 7036/? [47:03<00:00,  2.49it/s]\nEpoch 0: |          | 7036/? [47:03<00:00,  2.49it/s]\nEpoch 0: |          | 7037/? [47:03<00:00,  2.49it/s]\nEpoch 0: |          | 7037/? [47:03<00:00,  2.49it/s]\nEpoch 0: |          | 7038/? [47:04<00:00,  2.49it/s]\nEpoch 0: |          | 7038/? [47:04<00:00,  2.49it/s]\nEpoch 0: |          | 7039/? [47:04<00:00,  2.49it/s]\nEpoch 0: |          | 7039/? [47:04<00:00,  2.49it/s]\nEpoch 0: |          | 7040/? [47:04<00:00,  2.49it/s]\nEpoch 0: |          | 7040/? [47:04<00:00,  2.49it/s]\nEpoch 0: |          | 7041/? [47:04<00:00,  2.49it/s]\nEpoch 0: |          | 7041/? [47:04<00:00,  2.49it/s]\nEpoch 0: |          | 7042/? [47:05<00:00,  2.49it/s]\nEpoch 0: |          | 7042/? [47:05<00:00,  2.49it/s]\nEpoch 0: |          | 7043/? [47:05<00:00,  2.49it/s]\nEpoch 0: |          | 7043/? [47:05<00:00,  2.49it/s]\nEpoch 0: |          | 7044/? [47:05<00:00,  2.49it/s]\nEpoch 0: |          | 7044/? [47:05<00:00,  2.49it/s]\nEpoch 0: |          | 7045/? [47:06<00:00,  2.49it/s]\nEpoch 0: |          | 7045/? [47:06<00:00,  2.49it/s]\nEpoch 0: |          | 7046/? [47:06<00:00,  2.49it/s]\nEpoch 0: |          | 7046/? [47:06<00:00,  2.49it/s]\nEpoch 0: |          | 7047/? [47:06<00:00,  2.49it/s]\nEpoch 0: |          | 7047/? [47:06<00:00,  2.49it/s]\nEpoch 0: |          | 7048/? [47:06<00:00,  2.49it/s]\nEpoch 0: |          | 7048/? [47:06<00:00,  2.49it/s]\nEpoch 0: |          | 7049/? [47:07<00:00,  2.49it/s]\nEpoch 0: |          | 7049/? [47:07<00:00,  2.49it/s]\nEpoch 0: |          | 7050/? [47:07<00:00,  2.49it/s]\nEpoch 0: |          | 7050/? [47:07<00:00,  2.49it/s]\nEpoch 0: |          | 7051/? [47:07<00:00,  2.49it/s]\nEpoch 0: |          | 7051/? [47:07<00:00,  2.49it/s]\nEpoch 0: |          | 7052/? [47:08<00:00,  2.49it/s]\nEpoch 0: |          | 7052/? [47:08<00:00,  2.49it/s]\nEpoch 0: |          | 7053/? [47:08<00:00,  2.49it/s]\nEpoch 0: |          | 7053/? [47:08<00:00,  2.49it/s]\nEpoch 0: |          | 7054/? [47:08<00:00,  2.49it/s]\nEpoch 0: |          | 7054/? [47:08<00:00,  2.49it/s]\nEpoch 0: |          | 7055/? [47:08<00:00,  2.49it/s]\nEpoch 0: |          | 7055/? [47:08<00:00,  2.49it/s]\nEpoch 0: |          | 7056/? [47:09<00:00,  2.49it/s]\nEpoch 0: |          | 7056/? [47:09<00:00,  2.49it/s]\nEpoch 0: |          | 7057/? [47:09<00:00,  2.49it/s]\nEpoch 0: |          | 7057/? [47:09<00:00,  2.49it/s]\nEpoch 0: |          | 7058/? [47:09<00:00,  2.49it/s]\nEpoch 0: |          | 7058/? [47:09<00:00,  2.49it/s]\nEpoch 0: |          | 7059/? [47:10<00:00,  2.49it/s]\nEpoch 0: |          | 7059/? [47:10<00:00,  2.49it/s]\nEpoch 0: |          | 7060/? [47:10<00:00,  2.49it/s]\nEpoch 0: |          | 7060/? [47:10<00:00,  2.49it/s]\nEpoch 0: |          | 7061/? [47:10<00:00,  2.49it/s]\nEpoch 0: |          | 7061/? [47:10<00:00,  2.49it/s]\nEpoch 0: |          | 7062/? [47:10<00:00,  2.49it/s]\nEpoch 0: |          | 7062/? [47:10<00:00,  2.49it/s]\nEpoch 0: |          | 7063/? [47:11<00:00,  2.49it/s]\nEpoch 0: |          | 7063/? [47:11<00:00,  2.49it/s]\nEpoch 0: |          | 7064/? [47:11<00:00,  2.49it/s]\nEpoch 0: |          | 7064/? [47:11<00:00,  2.49it/s]\nEpoch 0: |          | 7065/? [47:11<00:00,  2.49it/s]\nEpoch 0: |          | 7065/? [47:11<00:00,  2.49it/s]\nEpoch 0: |          | 7066/? [47:11<00:00,  2.50it/s]\nEpoch 0: |          | 7066/? [47:11<00:00,  2.50it/s]\nEpoch 0: |          | 7067/? [47:12<00:00,  2.50it/s]\nEpoch 0: |          | 7067/? [47:12<00:00,  2.50it/s]\nEpoch 0: |          | 7068/? [47:12<00:00,  2.50it/s]\nEpoch 0: |          | 7068/? [47:12<00:00,  2.50it/s]\nEpoch 0: |          | 7069/? [47:12<00:00,  2.50it/s]\nEpoch 0: |          | 7069/? [47:12<00:00,  2.50it/s]\nEpoch 0: |          | 7070/? [47:13<00:00,  2.50it/s]\nEpoch 0: |          | 7070/? [47:13<00:00,  2.50it/s]\nEpoch 0: |          | 7071/? [47:13<00:00,  2.50it/s]\nEpoch 0: |          | 7071/? [47:13<00:00,  2.50it/s]\nEpoch 0: |          | 7072/? [47:13<00:00,  2.50it/s]\nEpoch 0: |          | 7072/? [47:13<00:00,  2.50it/s]\nEpoch 0: |          | 7073/? [47:13<00:00,  2.50it/s]\nEpoch 0: |          | 7073/? [47:13<00:00,  2.50it/s]\nEpoch 0: |          | 7074/? [47:14<00:00,  2.50it/s]\nEpoch 0: |          | 7074/? [47:14<00:00,  2.50it/s]\nEpoch 0: |          | 7075/? [47:14<00:00,  2.50it/s]\nEpoch 0: |          | 7075/? [47:14<00:00,  2.50it/s]\nEpoch 0: |          | 7076/? [47:14<00:00,  2.50it/s]\nEpoch 0: |          | 7076/? [47:14<00:00,  2.50it/s]\nEpoch 0: |          | 7077/? [47:15<00:00,  2.50it/s]\nEpoch 0: |          | 7077/? [47:15<00:00,  2.50it/s]\nEpoch 0: |          | 7078/? [47:15<00:00,  2.50it/s]\nEpoch 0: |          | 7078/? [47:15<00:00,  2.50it/s]\nEpoch 0: |          | 7079/? [47:15<00:00,  2.50it/s]\nEpoch 0: |          | 7079/? [47:15<00:00,  2.50it/s]\nEpoch 0: |          | 7080/? [47:15<00:00,  2.50it/s]\nEpoch 0: |          | 7080/? [47:15<00:00,  2.50it/s]\nEpoch 0: |          | 7081/? [47:16<00:00,  2.50it/s]\nEpoch 0: |          | 7081/? [47:16<00:00,  2.50it/s]\nEpoch 0: |          | 7082/? [47:16<00:00,  2.50it/s]\nEpoch 0: |          | 7082/? [47:16<00:00,  2.50it/s]\nEpoch 0: |          | 7083/? [47:16<00:00,  2.50it/s]\nEpoch 0: |          | 7083/? [47:16<00:00,  2.50it/s]\nEpoch 0: |          | 7084/? [47:17<00:00,  2.50it/s]\nEpoch 0: |          | 7084/? [47:17<00:00,  2.50it/s]\nEpoch 0: |          | 7085/? [47:17<00:00,  2.50it/s]\nEpoch 0: |          | 7085/? [47:17<00:00,  2.50it/s]\nEpoch 0: |          | 7086/? [47:17<00:00,  2.50it/s]\nEpoch 0: |          | 7086/? [47:17<00:00,  2.50it/s]\nEpoch 0: |          | 7087/? [47:17<00:00,  2.50it/s]\nEpoch 0: |          | 7087/? [47:17<00:00,  2.50it/s]\nEpoch 0: |          | 7088/? [47:18<00:00,  2.50it/s]\nEpoch 0: |          | 7088/? [47:18<00:00,  2.50it/s]\nEpoch 0: |          | 7089/? [47:18<00:00,  2.50it/s]\nEpoch 0: |          | 7089/? [47:18<00:00,  2.50it/s]\nEpoch 0: |          | 7090/? [47:18<00:00,  2.50it/s]\nEpoch 0: |          | 7090/? [47:18<00:00,  2.50it/s]\nEpoch 0: |          | 7091/? [47:19<00:00,  2.50it/s]\nEpoch 0: |          | 7091/? [47:19<00:00,  2.50it/s]\nEpoch 0: |          | 7092/? [47:19<00:00,  2.50it/s]\nEpoch 0: |          | 7092/? [47:19<00:00,  2.50it/s]\nEpoch 0: |          | 7093/? [47:19<00:00,  2.50it/s]\nEpoch 0: |          | 7093/? [47:19<00:00,  2.50it/s]\nEpoch 0: |          | 7094/? [47:19<00:00,  2.50it/s]\nEpoch 0: |          | 7094/? [47:19<00:00,  2.50it/s]\nEpoch 0: |          | 7095/? [47:20<00:00,  2.50it/s]\nEpoch 0: |          | 7095/? [47:20<00:00,  2.50it/s]\nEpoch 0: |          | 7096/? [47:20<00:00,  2.50it/s]\nEpoch 0: |          | 7096/? [47:20<00:00,  2.50it/s]\nEpoch 0: |          | 7097/? [47:20<00:00,  2.50it/s]\nEpoch 0: |          | 7097/? [47:20<00:00,  2.50it/s]\nEpoch 0: |          | 7098/? [47:21<00:00,  2.50it/s]\nEpoch 0: |          | 7098/? [47:21<00:00,  2.50it/s]\nEpoch 0: |          | 7099/? [47:21<00:00,  2.50it/s]\nEpoch 0: |          | 7099/? [47:21<00:00,  2.50it/s]\nEpoch 0: |          | 7100/? [47:21<00:00,  2.50it/s]\nEpoch 0: |          | 7100/? [47:21<00:00,  2.50it/s]\nEpoch 0: |          | 7101/? [47:21<00:00,  2.50it/s]\nEpoch 0: |          | 7101/? [47:21<00:00,  2.50it/s]\nEpoch 0: |          | 7102/? [47:22<00:00,  2.50it/s]\nEpoch 0: |          | 7102/? [47:22<00:00,  2.50it/s]\nEpoch 0: |          | 7103/? [47:22<00:00,  2.50it/s]\nEpoch 0: |          | 7103/? [47:22<00:00,  2.50it/s]\nEpoch 0: |          | 7104/? [47:22<00:00,  2.50it/s]\nEpoch 0: |          | 7104/? [47:22<00:00,  2.50it/s]\nEpoch 0: |          | 7105/? [47:22<00:00,  2.50it/s]\nEpoch 0: |          | 7105/? [47:22<00:00,  2.50it/s]\nEpoch 0: |          | 7106/? [47:23<00:00,  2.50it/s]\nEpoch 0: |          | 7106/? [47:23<00:00,  2.50it/s]\nEpoch 0: |          | 7107/? [47:23<00:00,  2.50it/s]\nEpoch 0: |          | 7107/? [47:23<00:00,  2.50it/s]\nEpoch 0: |          | 7108/? [47:23<00:00,  2.50it/s]\nEpoch 0: |          | 7108/? [47:23<00:00,  2.50it/s]\nEpoch 0: |          | 7109/? [47:24<00:00,  2.50it/s]\nEpoch 0: |          | 7109/? [47:24<00:00,  2.50it/s]\nEpoch 0: |          | 7110/? [47:24<00:00,  2.50it/s]\nEpoch 0: |          | 7110/? [47:24<00:00,  2.50it/s]\nEpoch 0: |          | 7111/? [47:24<00:00,  2.50it/s]\nEpoch 0: |          | 7111/? [47:24<00:00,  2.50it/s]\nEpoch 0: |          | 7112/? [47:24<00:00,  2.50it/s]\nEpoch 0: |          | 7112/? [47:24<00:00,  2.50it/s]\nEpoch 0: |          | 7113/? [47:25<00:00,  2.50it/s]\nEpoch 0: |          | 7113/? [47:25<00:00,  2.50it/s]\nEpoch 0: |          | 7114/? [47:25<00:00,  2.50it/s]\nEpoch 0: |          | 7114/? [47:25<00:00,  2.50it/s]\nEpoch 0: |          | 7115/? [47:25<00:00,  2.50it/s]\nEpoch 0: |          | 7115/? [47:25<00:00,  2.50it/s]\nEpoch 0: |          | 7116/? [47:26<00:00,  2.50it/s]\nEpoch 0: |          | 7116/? [47:26<00:00,  2.50it/s]\nEpoch 0: |          | 7117/? [47:26<00:00,  2.50it/s]\nEpoch 0: |          | 7117/? [47:26<00:00,  2.50it/s]\nEpoch 0: |          | 7118/? [47:26<00:00,  2.50it/s]\nEpoch 0: |          | 7118/? [47:26<00:00,  2.50it/s]\nEpoch 0: |          | 7119/? [47:26<00:00,  2.50it/s]\nEpoch 0: |          | 7119/? [47:26<00:00,  2.50it/s]\nEpoch 0: |          | 7120/? [47:27<00:00,  2.50it/s]\nEpoch 0: |          | 7120/? [47:27<00:00,  2.50it/s]\nEpoch 0: |          | 7121/? [47:27<00:00,  2.50it/s]\nEpoch 0: |          | 7121/? [47:27<00:00,  2.50it/s]\nEpoch 0: |          | 7122/? [47:27<00:00,  2.50it/s]\nEpoch 0: |          | 7122/? [47:27<00:00,  2.50it/s]\nEpoch 0: |          | 7123/? [47:27<00:00,  2.50it/s]\nEpoch 0: |          | 7123/? [47:27<00:00,  2.50it/s]\nEpoch 0: |          | 7124/? [47:28<00:00,  2.50it/s]\nEpoch 0: |          | 7124/? [47:28<00:00,  2.50it/s]\nEpoch 0: |          | 7125/? [47:28<00:00,  2.50it/s]\nEpoch 0: |          | 7125/? [47:28<00:00,  2.50it/s]\nEpoch 0: |          | 7126/? [47:28<00:00,  2.50it/s]\nEpoch 0: |          | 7126/? [47:28<00:00,  2.50it/s]\nEpoch 0: |          | 7127/? [47:29<00:00,  2.50it/s]\nEpoch 0: |          | 7127/? [47:29<00:00,  2.50it/s]\nEpoch 0: |          | 7128/? [47:29<00:00,  2.50it/s]\nEpoch 0: |          | 7128/? [47:29<00:00,  2.50it/s]\nEpoch 0: |          | 7129/? [47:29<00:00,  2.50it/s]\nEpoch 0: |          | 7129/? [47:29<00:00,  2.50it/s]\nEpoch 0: |          | 7130/? [47:29<00:00,  2.50it/s]\nEpoch 0: |          | 7130/? [47:29<00:00,  2.50it/s]\nEpoch 0: |          | 7131/? [47:30<00:00,  2.50it/s]\nEpoch 0: |          | 7131/? [47:30<00:00,  2.50it/s]\nEpoch 0: |          | 7132/? [47:30<00:00,  2.50it/s]\nEpoch 0: |          | 7132/? [47:30<00:00,  2.50it/s]\nEpoch 0: |          | 7133/? [47:30<00:00,  2.50it/s]\nEpoch 0: |          | 7133/? [47:30<00:00,  2.50it/s]\nEpoch 0: |          | 7134/? [47:31<00:00,  2.50it/s]\nEpoch 0: |          | 7134/? [47:31<00:00,  2.50it/s]\nEpoch 0: |          | 7135/? [47:31<00:00,  2.50it/s]\nEpoch 0: |          | 7135/? [47:31<00:00,  2.50it/s]\nEpoch 0: |          | 7136/? [47:31<00:00,  2.50it/s]\nEpoch 0: |          | 7136/? [47:31<00:00,  2.50it/s]\nEpoch 0: |          | 7137/? [47:31<00:00,  2.50it/s]\nEpoch 0: |          | 7137/? [47:31<00:00,  2.50it/s]\nEpoch 0: |          | 7138/? [47:32<00:00,  2.50it/s]\nEpoch 0: |          | 7138/? [47:32<00:00,  2.50it/s]\nEpoch 0: |          | 7139/? [47:32<00:00,  2.50it/s]\nEpoch 0: |          | 7139/? [47:32<00:00,  2.50it/s]\nEpoch 0: |          | 7140/? [47:32<00:00,  2.50it/s]\nEpoch 0: |          | 7140/? [47:32<00:00,  2.50it/s]\nEpoch 0: |          | 7141/? [47:32<00:00,  2.50it/s]\nEpoch 0: |          | 7141/? [47:32<00:00,  2.50it/s]\nEpoch 0: |          | 7142/? [47:33<00:00,  2.50it/s]\nEpoch 0: |          | 7142/? [47:33<00:00,  2.50it/s]\nEpoch 0: |          | 7143/? [47:33<00:00,  2.50it/s]\nEpoch 0: |          | 7143/? [47:33<00:00,  2.50it/s]\nEpoch 0: |          | 7144/? [47:33<00:00,  2.50it/s]\nEpoch 0: |          | 7144/? [47:33<00:00,  2.50it/s]\nEpoch 0: |          | 7145/? [47:34<00:00,  2.50it/s]\nEpoch 0: |          | 7145/? [47:34<00:00,  2.50it/s]\nEpoch 0: |          | 7146/? [47:34<00:00,  2.50it/s]\nEpoch 0: |          | 7146/? [47:34<00:00,  2.50it/s]\nEpoch 0: |          | 7147/? [47:34<00:00,  2.50it/s]\nEpoch 0: |          | 7147/? [47:34<00:00,  2.50it/s]\nEpoch 0: |          | 7148/? [47:34<00:00,  2.50it/s]\nEpoch 0: |          | 7148/? [47:34<00:00,  2.50it/s]\nEpoch 0: |          | 7149/? [47:35<00:00,  2.50it/s]\nEpoch 0: |          | 7149/? [47:35<00:00,  2.50it/s]\nEpoch 0: |          | 7150/? [47:35<00:00,  2.50it/s]\nEpoch 0: |          | 7150/? [47:35<00:00,  2.50it/s]\nEpoch 0: |          | 7151/? [47:35<00:00,  2.50it/s]\nEpoch 0: |          | 7151/? [47:35<00:00,  2.50it/s]\nEpoch 0: |          | 7152/? [47:36<00:00,  2.50it/s]\nEpoch 0: |          | 7152/? [47:36<00:00,  2.50it/s]\nEpoch 0: |          | 7153/? [47:36<00:00,  2.50it/s]\nEpoch 0: |          | 7153/? [47:36<00:00,  2.50it/s]\nEpoch 0: |          | 7154/? [47:36<00:00,  2.50it/s]\nEpoch 0: |          | 7154/? [47:36<00:00,  2.50it/s]\nEpoch 0: |          | 7155/? [47:36<00:00,  2.50it/s]\nEpoch 0: |          | 7155/? [47:36<00:00,  2.50it/s]\nEpoch 0: |          | 7156/? [47:37<00:00,  2.50it/s]\nEpoch 0: |          | 7156/? [47:37<00:00,  2.50it/s]\nEpoch 0: |          | 7157/? [47:37<00:00,  2.50it/s]\nEpoch 0: |          | 7157/? [47:37<00:00,  2.50it/s]\nEpoch 0: |          | 7158/? [47:37<00:00,  2.50it/s]\nEpoch 0: |          | 7158/? [47:37<00:00,  2.50it/s]\nEpoch 0: |          | 7159/? [47:37<00:00,  2.50it/s]\nEpoch 0: |          | 7159/? [47:37<00:00,  2.50it/s]\nEpoch 0: |          | 7160/? [47:38<00:00,  2.51it/s]\nEpoch 0: |          | 7160/? [47:38<00:00,  2.51it/s]\nEpoch 0: |          | 7161/? [47:38<00:00,  2.51it/s]\nEpoch 0: |          | 7161/? [47:38<00:00,  2.51it/s]\nEpoch 0: |          | 7162/? [47:38<00:00,  2.51it/s]\nEpoch 0: |          | 7162/? [47:38<00:00,  2.51it/s]\nEpoch 0: |          | 7163/? [47:39<00:00,  2.51it/s]\nEpoch 0: |          | 7163/? [47:39<00:00,  2.51it/s]\nEpoch 0: |          | 7164/? [47:39<00:00,  2.51it/s]\nEpoch 0: |          | 7164/? [47:39<00:00,  2.51it/s]\nEpoch 0: |          | 7165/? [47:39<00:00,  2.51it/s]\nEpoch 0: |          | 7165/? [47:39<00:00,  2.51it/s]\nEpoch 0: |          | 7166/? [47:39<00:00,  2.51it/s]\nEpoch 0: |          | 7166/? [47:39<00:00,  2.51it/s]\nEpoch 0: |          | 7167/? [47:40<00:00,  2.51it/s]\nEpoch 0: |          | 7167/? [47:40<00:00,  2.51it/s]\nEpoch 0: |          | 7168/? [47:40<00:00,  2.51it/s]\nEpoch 0: |          | 7168/? [47:40<00:00,  2.51it/s]\nEpoch 0: |          | 7169/? [47:40<00:00,  2.51it/s]\nEpoch 0: |          | 7169/? [47:40<00:00,  2.51it/s]\nEpoch 0: |          | 7170/? [47:40<00:00,  2.51it/s]\nEpoch 0: |          | 7170/? [47:40<00:00,  2.51it/s]\nEpoch 0: |          | 7171/? [47:41<00:00,  2.51it/s]\nEpoch 0: |          | 7171/? [47:41<00:00,  2.51it/s]\nEpoch 0: |          | 7172/? [47:41<00:00,  2.51it/s]\nEpoch 0: |          | 7172/? [47:41<00:00,  2.51it/s]\nEpoch 0: |          | 7173/? [47:41<00:00,  2.51it/s]\nEpoch 0: |          | 7173/? [47:41<00:00,  2.51it/s]\nEpoch 0: |          | 7174/? [47:42<00:00,  2.51it/s]\nEpoch 0: |          | 7174/? [47:42<00:00,  2.51it/s]\nEpoch 0: |          | 7175/? [47:42<00:00,  2.51it/s]\nEpoch 0: |          | 7175/? [47:42<00:00,  2.51it/s]\nEpoch 0: |          | 7176/? [47:42<00:00,  2.51it/s]\nEpoch 0: |          | 7176/? [47:42<00:00,  2.51it/s]\nEpoch 0: |          | 7177/? [47:42<00:00,  2.51it/s]\nEpoch 0: |          | 7177/? [47:42<00:00,  2.51it/s]\nEpoch 0: |          | 7178/? [47:43<00:00,  2.51it/s]\nEpoch 0: |          | 7178/? [47:43<00:00,  2.51it/s]\nEpoch 0: |          | 7179/? [47:43<00:00,  2.51it/s]\nEpoch 0: |          | 7179/? [47:43<00:00,  2.51it/s]\nEpoch 0: |          | 7180/? [47:43<00:00,  2.51it/s]\nEpoch 0: |          | 7180/? [47:43<00:00,  2.51it/s]\nEpoch 0: |          | 7181/? [47:43<00:00,  2.51it/s]\nEpoch 0: |          | 7181/? [47:43<00:00,  2.51it/s]\nEpoch 0: |          | 7182/? [47:44<00:00,  2.51it/s]\nEpoch 0: |          | 7182/? [47:44<00:00,  2.51it/s]\nEpoch 0: |          | 7183/? [47:44<00:00,  2.51it/s]\nEpoch 0: |          | 7183/? [47:44<00:00,  2.51it/s]\nEpoch 0: |          | 7184/? [47:44<00:00,  2.51it/s]\nEpoch 0: |          | 7184/? [47:44<00:00,  2.51it/s]\nEpoch 0: |          | 7185/? [47:45<00:00,  2.51it/s]\nEpoch 0: |          | 7185/? [47:45<00:00,  2.51it/s]\nEpoch 0: |          | 7186/? [47:45<00:00,  2.51it/s]\nEpoch 0: |          | 7186/? [47:45<00:00,  2.51it/s]\nEpoch 0: |          | 7187/? [47:45<00:00,  2.51it/s]\nEpoch 0: |          | 7187/? [47:45<00:00,  2.51it/s]\nEpoch 0: |          | 7188/? [47:45<00:00,  2.51it/s]\nEpoch 0: |          | 7188/? [47:45<00:00,  2.51it/s]\nEpoch 0: |          | 7189/? [47:46<00:00,  2.51it/s]\nEpoch 0: |          | 7189/? [47:46<00:00,  2.51it/s]\nEpoch 0: |          | 7190/? [47:46<00:00,  2.51it/s]\nEpoch 0: |          | 7190/? [47:46<00:00,  2.51it/s]\nEpoch 0: |          | 7191/? [47:46<00:00,  2.51it/s]\nEpoch 0: |          | 7191/? [47:46<00:00,  2.51it/s]\nEpoch 0: |          | 7192/? [47:47<00:00,  2.51it/s]\nEpoch 0: |          | 7192/? [47:47<00:00,  2.51it/s]\nEpoch 0: |          | 7193/? [47:47<00:00,  2.51it/s]\nEpoch 0: |          | 7193/? [47:47<00:00,  2.51it/s]\nEpoch 0: |          | 7194/? [47:47<00:00,  2.51it/s]\nEpoch 0: |          | 7194/? [47:47<00:00,  2.51it/s]\nEpoch 0: |          | 7195/? [47:47<00:00,  2.51it/s]\nEpoch 0: |          | 7195/? [47:47<00:00,  2.51it/s]\nEpoch 0: |          | 7196/? [47:48<00:00,  2.51it/s]\nEpoch 0: |          | 7196/? [47:48<00:00,  2.51it/s]\nEpoch 0: |          | 7197/? [47:48<00:00,  2.51it/s]\nEpoch 0: |          | 7197/? [47:48<00:00,  2.51it/s]\nEpoch 0: |          | 7198/? [47:48<00:00,  2.51it/s]\nEpoch 0: |          | 7198/? [47:48<00:00,  2.51it/s]\nEpoch 0: |          | 7199/? [47:49<00:00,  2.51it/s]\nEpoch 0: |          | 7199/? [47:49<00:00,  2.51it/s]\nEpoch 0: |          | 7200/? [47:49<00:00,  2.51it/s]\nEpoch 0: |          | 7200/? [47:49<00:00,  2.51it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.01it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.08it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.82it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.97it/s]\u001b[A\n                                                                      \u001b[A\nEpoch 0: |          | 7200/? [47:49<00:00,  2.51it/s]\nEpoch 0: |          | 7201/? [47:49<00:00,  2.51it/s]\nEpoch 0: |          | 7201/? [47:49<00:00,  2.51it/s]\nEpoch 0: |          | 7202/? [47:50<00:00,  2.51it/s]\nEpoch 0: |          | 7202/? [47:50<00:00,  2.51it/s]\nEpoch 0: |          | 7203/? [47:50<00:00,  2.51it/s]\nEpoch 0: |          | 7203/? [47:50<00:00,  2.51it/s]\nEpoch 0: |          | 7204/? [47:50<00:00,  2.51it/s]\nEpoch 0: |          | 7204/? [47:50<00:00,  2.51it/s]\nEpoch 0: |          | 7205/? [47:51<00:00,  2.51it/s]\nEpoch 0: |          | 7205/? [47:51<00:00,  2.51it/s]\nEpoch 0: |          | 7206/? [47:51<00:00,  2.51it/s]\nEpoch 0: |          | 7206/? [47:51<00:00,  2.51it/s]\nEpoch 0: |          | 7207/? [47:51<00:00,  2.51it/s]\nEpoch 0: |          | 7207/? [47:51<00:00,  2.51it/s]\nEpoch 0: |          | 7208/? [47:51<00:00,  2.51it/s]\nEpoch 0: |          | 7208/? [47:51<00:00,  2.51it/s]\nEpoch 0: |          | 7209/? [47:52<00:00,  2.51it/s]\nEpoch 0: |          | 7209/? [47:52<00:00,  2.51it/s]\nEpoch 0: |          | 7210/? [47:52<00:00,  2.51it/s]\nEpoch 0: |          | 7210/? [47:52<00:00,  2.51it/s]\nEpoch 0: |          | 7211/? [47:52<00:00,  2.51it/s]\nEpoch 0: |          | 7211/? [47:52<00:00,  2.51it/s]\nEpoch 0: |          | 7212/? [47:52<00:00,  2.51it/s]\nEpoch 0: |          | 7212/? [47:52<00:00,  2.51it/s]\nEpoch 0: |          | 7213/? [47:53<00:00,  2.51it/s]\nEpoch 0: |          | 7213/? [47:53<00:00,  2.51it/s]\nEpoch 0: |          | 7214/? [47:53<00:00,  2.51it/s]\nEpoch 0: |          | 7214/? [47:53<00:00,  2.51it/s]\nEpoch 0: |          | 7215/? [47:53<00:00,  2.51it/s]\nEpoch 0: |          | 7215/? [47:53<00:00,  2.51it/s]\nEpoch 0: |          | 7216/? [47:54<00:00,  2.51it/s]\nEpoch 0: |          | 7216/? [47:54<00:00,  2.51it/s]\nEpoch 0: |          | 7217/? [47:54<00:00,  2.51it/s]\nEpoch 0: |          | 7217/? [47:54<00:00,  2.51it/s]\nEpoch 0: |          | 7218/? [47:54<00:00,  2.51it/s]\nEpoch 0: |          | 7218/? [47:54<00:00,  2.51it/s]\nEpoch 0: |          | 7219/? [47:54<00:00,  2.51it/s]\nEpoch 0: |          | 7219/? [47:54<00:00,  2.51it/s]\nEpoch 0: |          | 7220/? [47:55<00:00,  2.51it/s]\nEpoch 0: |          | 7220/? [47:55<00:00,  2.51it/s]\nEpoch 0: |          | 7221/? [47:55<00:00,  2.51it/s]\nEpoch 0: |          | 7221/? [47:55<00:00,  2.51it/s]\nEpoch 0: |          | 7222/? [47:55<00:00,  2.51it/s]\nEpoch 0: |          | 7222/? [47:55<00:00,  2.51it/s]\nEpoch 0: |          | 7223/? [47:56<00:00,  2.51it/s]\nEpoch 0: |          | 7223/? [47:56<00:00,  2.51it/s]\nEpoch 0: |          | 7224/? [47:56<00:00,  2.51it/s]\nEpoch 0: |          | 7224/? [47:56<00:00,  2.51it/s]\nEpoch 0: |          | 7225/? [47:56<00:00,  2.51it/s]\nEpoch 0: |          | 7225/? [47:56<00:00,  2.51it/s]\nEpoch 0: |          | 7226/? [47:56<00:00,  2.51it/s]\nEpoch 0: |          | 7226/? [47:56<00:00,  2.51it/s]\nEpoch 0: |          | 7227/? [47:57<00:00,  2.51it/s]\nEpoch 0: |          | 7227/? [47:57<00:00,  2.51it/s]\nEpoch 0: |          | 7228/? [47:57<00:00,  2.51it/s]\nEpoch 0: |          | 7228/? [47:57<00:00,  2.51it/s]\nEpoch 0: |          | 7229/? [47:57<00:00,  2.51it/s]\nEpoch 0: |          | 7229/? [47:57<00:00,  2.51it/s]\nEpoch 0: |          | 7230/? [47:57<00:00,  2.51it/s]\nEpoch 0: |          | 7230/? [47:57<00:00,  2.51it/s]\nEpoch 0: |          | 7231/? [47:58<00:00,  2.51it/s]\nEpoch 0: |          | 7231/? [47:58<00:00,  2.51it/s]\nEpoch 0: |          | 7232/? [47:58<00:00,  2.51it/s]\nEpoch 0: |          | 7232/? [47:58<00:00,  2.51it/s]\nEpoch 0: |          | 7233/? [47:58<00:00,  2.51it/s]\nEpoch 0: |          | 7233/? [47:58<00:00,  2.51it/s]\nEpoch 0: |          | 7234/? [47:59<00:00,  2.51it/s]\nEpoch 0: |          | 7234/? [47:59<00:00,  2.51it/s]\nEpoch 0: |          | 7235/? [47:59<00:00,  2.51it/s]\nEpoch 0: |          | 7235/? [47:59<00:00,  2.51it/s]\nEpoch 0: |          | 7236/? [47:59<00:00,  2.51it/s]\nEpoch 0: |          | 7236/? [47:59<00:00,  2.51it/s]\nEpoch 0: |          | 7237/? [47:59<00:00,  2.51it/s]\nEpoch 0: |          | 7237/? [47:59<00:00,  2.51it/s]\nEpoch 0: |          | 7238/? [48:00<00:00,  2.51it/s]\nEpoch 0: |          | 7238/? [48:00<00:00,  2.51it/s]\nEpoch 0: |          | 7239/? [48:00<00:00,  2.51it/s]\nEpoch 0: |          | 7239/? [48:00<00:00,  2.51it/s]\nEpoch 0: |          | 7240/? [48:00<00:00,  2.51it/s]\nEpoch 0: |          | 7240/? [48:00<00:00,  2.51it/s]\nEpoch 0: |          | 7241/? [48:01<00:00,  2.51it/s]\nEpoch 0: |          | 7241/? [48:01<00:00,  2.51it/s]\nEpoch 0: |          | 7242/? [48:01<00:00,  2.51it/s]\nEpoch 0: |          | 7242/? [48:01<00:00,  2.51it/s]\nEpoch 0: |          | 7243/? [48:01<00:00,  2.51it/s]\nEpoch 0: |          | 7243/? [48:01<00:00,  2.51it/s]\nEpoch 0: |          | 7244/? [48:01<00:00,  2.51it/s]\nEpoch 0: |          | 7244/? [48:01<00:00,  2.51it/s]\nEpoch 0: |          | 7245/? [48:02<00:00,  2.51it/s]\nEpoch 0: |          | 7245/? [48:02<00:00,  2.51it/s]\nEpoch 0: |          | 7246/? [48:02<00:00,  2.51it/s]\nEpoch 0: |          | 7246/? [48:02<00:00,  2.51it/s]\nEpoch 0: |          | 7247/? [48:02<00:00,  2.51it/s]\nEpoch 0: |          | 7247/? [48:02<00:00,  2.51it/s]\nEpoch 0: |          | 7248/? [48:03<00:00,  2.51it/s]\nEpoch 0: |          | 7248/? [48:03<00:00,  2.51it/s]\nEpoch 0: |          | 7249/? [48:03<00:00,  2.51it/s]\nEpoch 0: |          | 7249/? [48:03<00:00,  2.51it/s]\nEpoch 0: |          | 7250/? [48:03<00:00,  2.51it/s]\nEpoch 0: |          | 7250/? [48:03<00:00,  2.51it/s]\nEpoch 0: |          | 7251/? [48:03<00:00,  2.51it/s]\nEpoch 0: |          | 7251/? [48:03<00:00,  2.51it/s]\nEpoch 0: |          | 7252/? [48:04<00:00,  2.51it/s]\nEpoch 0: |          | 7252/? [48:04<00:00,  2.51it/s]\nEpoch 0: |          | 7253/? [48:04<00:00,  2.51it/s]\nEpoch 0: |          | 7253/? [48:04<00:00,  2.51it/s]\nEpoch 0: |          | 7254/? [48:04<00:00,  2.51it/s]\nEpoch 0: |          | 7254/? [48:04<00:00,  2.51it/s]\nEpoch 0: |          | 7255/? [48:05<00:00,  2.51it/s]\nEpoch 0: |          | 7255/? [48:05<00:00,  2.51it/s]\nEpoch 0: |          | 7256/? [48:05<00:00,  2.51it/s]\nEpoch 0: |          | 7256/? [48:05<00:00,  2.51it/s]\nEpoch 0: |          | 7257/? [48:05<00:00,  2.51it/s]\nEpoch 0: |          | 7257/? [48:05<00:00,  2.51it/s]\nEpoch 0: |          | 7258/? [48:05<00:00,  2.51it/s]\nEpoch 0: |          | 7258/? [48:05<00:00,  2.51it/s]\nEpoch 0: |          | 7259/? [48:06<00:00,  2.52it/s]\nEpoch 0: |          | 7259/? [48:06<00:00,  2.52it/s]\nEpoch 0: |          | 7260/? [48:06<00:00,  2.52it/s]\nEpoch 0: |          | 7260/? [48:06<00:00,  2.52it/s]\nEpoch 0: |          | 7261/? [48:06<00:00,  2.52it/s]\nEpoch 0: |          | 7261/? [48:06<00:00,  2.52it/s]\nEpoch 0: |          | 7262/? [48:07<00:00,  2.52it/s]\nEpoch 0: |          | 7262/? [48:07<00:00,  2.52it/s]\nEpoch 0: |          | 7263/? [48:07<00:00,  2.52it/s]\nEpoch 0: |          | 7263/? [48:07<00:00,  2.52it/s]\nEpoch 0: |          | 7264/? [48:07<00:00,  2.52it/s]\nEpoch 0: |          | 7264/? [48:07<00:00,  2.52it/s]\nEpoch 0: |          | 7265/? [48:07<00:00,  2.52it/s]\nEpoch 0: |          | 7265/? [48:07<00:00,  2.52it/s]\nEpoch 0: |          | 7266/? [48:08<00:00,  2.52it/s]\nEpoch 0: |          | 7266/? [48:08<00:00,  2.52it/s]\nEpoch 0: |          | 7267/? [48:08<00:00,  2.52it/s]\nEpoch 0: |          | 7267/? [48:08<00:00,  2.52it/s]\nEpoch 0: |          | 7268/? [48:08<00:00,  2.52it/s]\nEpoch 0: |          | 7268/? [48:08<00:00,  2.52it/s]\nEpoch 0: |          | 7269/? [48:08<00:00,  2.52it/s]\nEpoch 0: |          | 7269/? [48:08<00:00,  2.52it/s]\nEpoch 0: |          | 7270/? [48:09<00:00,  2.52it/s]\nEpoch 0: |          | 7270/? [48:09<00:00,  2.52it/s]\nEpoch 0: |          | 7271/? [48:09<00:00,  2.52it/s]\nEpoch 0: |          | 7271/? [48:09<00:00,  2.52it/s]\nEpoch 0: |          | 7272/? [48:09<00:00,  2.52it/s]\nEpoch 0: |          | 7272/? [48:09<00:00,  2.52it/s]\nEpoch 0: |          | 7273/? [48:10<00:00,  2.52it/s]\nEpoch 0: |          | 7273/? [48:10<00:00,  2.52it/s]\nEpoch 0: |          | 7274/? [48:10<00:00,  2.52it/s]\nEpoch 0: |          | 7274/? [48:10<00:00,  2.52it/s]\nEpoch 0: |          | 7275/? [48:10<00:00,  2.52it/s]\nEpoch 0: |          | 7275/? [48:10<00:00,  2.52it/s]\nEpoch 0: |          | 7276/? [48:10<00:00,  2.52it/s]\nEpoch 0: |          | 7276/? [48:10<00:00,  2.52it/s]\nEpoch 0: |          | 7277/? [48:11<00:00,  2.52it/s]\nEpoch 0: |          | 7277/? [48:11<00:00,  2.52it/s]\nEpoch 0: |          | 7278/? [48:11<00:00,  2.52it/s]\nEpoch 0: |          | 7278/? [48:11<00:00,  2.52it/s]\nEpoch 0: |          | 7279/? [48:11<00:00,  2.52it/s]\nEpoch 0: |          | 7279/? [48:11<00:00,  2.52it/s]\nEpoch 0: |          | 7280/? [48:12<00:00,  2.52it/s]\nEpoch 0: |          | 7280/? [48:12<00:00,  2.52it/s]\nEpoch 0: |          | 7281/? [48:12<00:00,  2.52it/s]\nEpoch 0: |          | 7281/? [48:12<00:00,  2.52it/s]\nEpoch 0: |          | 7282/? [48:12<00:00,  2.52it/s]\nEpoch 0: |          | 7282/? [48:12<00:00,  2.52it/s]\nEpoch 0: |          | 7283/? [48:12<00:00,  2.52it/s]\nEpoch 0: |          | 7283/? [48:12<00:00,  2.52it/s]\nEpoch 0: |          | 7284/? [48:13<00:00,  2.52it/s]\nEpoch 0: |          | 7284/? [48:13<00:00,  2.52it/s]\nEpoch 0: |          | 7285/? [48:13<00:00,  2.52it/s]\nEpoch 0: |          | 7285/? [48:13<00:00,  2.52it/s]\nEpoch 0: |          | 7286/? [48:13<00:00,  2.52it/s]\nEpoch 0: |          | 7286/? [48:13<00:00,  2.52it/s]\nEpoch 0: |          | 7287/? [48:14<00:00,  2.52it/s]\nEpoch 0: |          | 7287/? [48:14<00:00,  2.52it/s]\nEpoch 0: |          | 7288/? [48:14<00:00,  2.52it/s]\nEpoch 0: |          | 7288/? [48:14<00:00,  2.52it/s]\nEpoch 0: |          | 7289/? [48:14<00:00,  2.52it/s]\nEpoch 0: |          | 7289/? [48:14<00:00,  2.52it/s]\nEpoch 0: |          | 7290/? [48:14<00:00,  2.52it/s]\nEpoch 0: |          | 7290/? [48:14<00:00,  2.52it/s]\nEpoch 0: |          | 7291/? [48:15<00:00,  2.52it/s]\nEpoch 0: |          | 7291/? [48:15<00:00,  2.52it/s]\nEpoch 0: |          | 7292/? [48:15<00:00,  2.52it/s]\nEpoch 0: |          | 7292/? [48:15<00:00,  2.52it/s]\nEpoch 0: |          | 7293/? [48:15<00:00,  2.52it/s]\nEpoch 0: |          | 7293/? [48:15<00:00,  2.52it/s]\nEpoch 0: |          | 7294/? [48:15<00:00,  2.52it/s]\nEpoch 0: |          | 7294/? [48:15<00:00,  2.52it/s]\nEpoch 0: |          | 7295/? [48:16<00:00,  2.52it/s]\nEpoch 0: |          | 7295/? [48:16<00:00,  2.52it/s]\nEpoch 0: |          | 7296/? [48:16<00:00,  2.52it/s]\nEpoch 0: |          | 7296/? [48:16<00:00,  2.52it/s]\nEpoch 0: |          | 7297/? [48:16<00:00,  2.52it/s]\nEpoch 0: |          | 7297/? [48:16<00:00,  2.52it/s]\nEpoch 0: |          | 7298/? [48:17<00:00,  2.52it/s]\nEpoch 0: |          | 7298/? [48:17<00:00,  2.52it/s]\nEpoch 0: |          | 7299/? [48:17<00:00,  2.52it/s]\nEpoch 0: |          | 7299/? [48:17<00:00,  2.52it/s]\nEpoch 0: |          | 7300/? [48:17<00:00,  2.52it/s]\nEpoch 0: |          | 7300/? [48:17<00:00,  2.52it/s]\nEpoch 0: |          | 7301/? [48:17<00:00,  2.52it/s]\nEpoch 0: |          | 7301/? [48:17<00:00,  2.52it/s]\nEpoch 0: |          | 7302/? [48:18<00:00,  2.52it/s]\nEpoch 0: |          | 7302/? [48:18<00:00,  2.52it/s]\nEpoch 0: |          | 7303/? [48:18<00:00,  2.52it/s]\nEpoch 0: |          | 7303/? [48:18<00:00,  2.52it/s]\nEpoch 0: |          | 7304/? [48:18<00:00,  2.52it/s]\nEpoch 0: |          | 7304/? [48:18<00:00,  2.52it/s]\nEpoch 0: |          | 7305/? [48:19<00:00,  2.52it/s]\nEpoch 0: |          | 7305/? [48:19<00:00,  2.52it/s]\nEpoch 0: |          | 7306/? [48:19<00:00,  2.52it/s]\nEpoch 0: |          | 7306/? [48:19<00:00,  2.52it/s]\nEpoch 0: |          | 7307/? [48:19<00:00,  2.52it/s]\nEpoch 0: |          | 7307/? [48:19<00:00,  2.52it/s]\nEpoch 0: |          | 7308/? [48:19<00:00,  2.52it/s]\nEpoch 0: |          | 7308/? [48:19<00:00,  2.52it/s]\nEpoch 0: |          | 7309/? [48:20<00:00,  2.52it/s]\nEpoch 0: |          | 7309/? [48:20<00:00,  2.52it/s]\nEpoch 0: |          | 7310/? [48:20<00:00,  2.52it/s]\nEpoch 0: |          | 7310/? [48:20<00:00,  2.52it/s]\nEpoch 0: |          | 7311/? [48:20<00:00,  2.52it/s]\nEpoch 0: |          | 7311/? [48:20<00:00,  2.52it/s]\nEpoch 0: |          | 7312/? [48:20<00:00,  2.52it/s]\nEpoch 0: |          | 7312/? [48:20<00:00,  2.52it/s]\nEpoch 0: |          | 7313/? [48:21<00:00,  2.52it/s]\nEpoch 0: |          | 7313/? [48:21<00:00,  2.52it/s]\nEpoch 0: |          | 7314/? [48:21<00:00,  2.52it/s]\nEpoch 0: |          | 7314/? [48:21<00:00,  2.52it/s]\nEpoch 0: |          | 7315/? [48:21<00:00,  2.52it/s]\nEpoch 0: |          | 7315/? [48:21<00:00,  2.52it/s]\nEpoch 0: |          | 7316/? [48:22<00:00,  2.52it/s]\nEpoch 0: |          | 7316/? [48:22<00:00,  2.52it/s]\nEpoch 0: |          | 7317/? [48:22<00:00,  2.52it/s]\nEpoch 0: |          | 7317/? [48:22<00:00,  2.52it/s]\nEpoch 0: |          | 7318/? [48:22<00:00,  2.52it/s]\nEpoch 0: |          | 7318/? [48:22<00:00,  2.52it/s]\nEpoch 0: |          | 7319/? [48:22<00:00,  2.52it/s]\nEpoch 0: |          | 7319/? [48:22<00:00,  2.52it/s]\nEpoch 0: |          | 7320/? [48:23<00:00,  2.52it/s]\nEpoch 0: |          | 7320/? [48:23<00:00,  2.52it/s]\nEpoch 0: |          | 7321/? [48:23<00:00,  2.52it/s]\nEpoch 0: |          | 7321/? [48:23<00:00,  2.52it/s]\nEpoch 0: |          | 7322/? [48:23<00:00,  2.52it/s]\nEpoch 0: |          | 7322/? [48:23<00:00,  2.52it/s]\nEpoch 0: |          | 7323/? [48:24<00:00,  2.52it/s]\nEpoch 0: |          | 7323/? [48:24<00:00,  2.52it/s]\nEpoch 0: |          | 7324/? [48:24<00:00,  2.52it/s]\nEpoch 0: |          | 7324/? [48:24<00:00,  2.52it/s]\nEpoch 0: |          | 7325/? [48:24<00:00,  2.52it/s]\nEpoch 0: |          | 7325/? [48:24<00:00,  2.52it/s]\nEpoch 0: |          | 7326/? [48:24<00:00,  2.52it/s]\nEpoch 0: |          | 7326/? [48:24<00:00,  2.52it/s]\nEpoch 0: |          | 7327/? [48:25<00:00,  2.52it/s]\nEpoch 0: |          | 7327/? [48:25<00:00,  2.52it/s]\nEpoch 0: |          | 7328/? [48:25<00:00,  2.52it/s]\nEpoch 0: |          | 7328/? [48:25<00:00,  2.52it/s]\nEpoch 0: |          | 7329/? [48:25<00:00,  2.52it/s]\nEpoch 0: |          | 7329/? [48:25<00:00,  2.52it/s]\nEpoch 0: |          | 7330/? [48:26<00:00,  2.52it/s]\nEpoch 0: |          | 7330/? [48:26<00:00,  2.52it/s]\nEpoch 0: |          | 7331/? [48:26<00:00,  2.52it/s]\nEpoch 0: |          | 7331/? [48:26<00:00,  2.52it/s]\nEpoch 0: |          | 7332/? [48:26<00:00,  2.52it/s]\nEpoch 0: |          | 7332/? [48:26<00:00,  2.52it/s]\nEpoch 0: |          | 7333/? [48:26<00:00,  2.52it/s]\nEpoch 0: |          | 7333/? [48:26<00:00,  2.52it/s]\nEpoch 0: |          | 7334/? [48:27<00:00,  2.52it/s]\nEpoch 0: |          | 7334/? [48:27<00:00,  2.52it/s]\nEpoch 0: |          | 7335/? [48:27<00:00,  2.52it/s]\nEpoch 0: |          | 7335/? [48:27<00:00,  2.52it/s]\nEpoch 0: |          | 7336/? [48:27<00:00,  2.52it/s]\nEpoch 0: |          | 7336/? [48:27<00:00,  2.52it/s]\nEpoch 0: |          | 7337/? [48:27<00:00,  2.52it/s]\nEpoch 0: |          | 7337/? [48:27<00:00,  2.52it/s]\nEpoch 0: |          | 7338/? [48:28<00:00,  2.52it/s]\nEpoch 0: |          | 7338/? [48:28<00:00,  2.52it/s]\nEpoch 0: |          | 7339/? [48:28<00:00,  2.52it/s]\nEpoch 0: |          | 7339/? [48:28<00:00,  2.52it/s]\nEpoch 0: |          | 7340/? [48:28<00:00,  2.52it/s]\nEpoch 0: |          | 7340/? [48:28<00:00,  2.52it/s]\nEpoch 0: |          | 7341/? [48:29<00:00,  2.52it/s]\nEpoch 0: |          | 7341/? [48:29<00:00,  2.52it/s]\nEpoch 0: |          | 7342/? [48:29<00:00,  2.52it/s]\nEpoch 0: |          | 7342/? [48:29<00:00,  2.52it/s]\nEpoch 0: |          | 7343/? [48:29<00:00,  2.52it/s]\nEpoch 0: |          | 7343/? [48:29<00:00,  2.52it/s]\nEpoch 0: |          | 7344/? [48:29<00:00,  2.52it/s]\nEpoch 0: |          | 7344/? [48:29<00:00,  2.52it/s]\nEpoch 0: |          | 7345/? [48:30<00:00,  2.52it/s]\nEpoch 0: |          | 7345/? [48:30<00:00,  2.52it/s]\nEpoch 0: |          | 7346/? [48:30<00:00,  2.52it/s]\nEpoch 0: |          | 7346/? [48:30<00:00,  2.52it/s]\nEpoch 0: |          | 7347/? [48:30<00:00,  2.52it/s]\nEpoch 0: |          | 7347/? [48:30<00:00,  2.52it/s]\nEpoch 0: |          | 7348/? [48:30<00:00,  2.52it/s]\nEpoch 0: |          | 7348/? [48:30<00:00,  2.52it/s]\nEpoch 0: |          | 7349/? [48:31<00:00,  2.52it/s]\nEpoch 0: |          | 7349/? [48:31<00:00,  2.52it/s]\nEpoch 0: |          | 7350/? [48:31<00:00,  2.52it/s]\nEpoch 0: |          | 7350/? [48:31<00:00,  2.52it/s]\nEpoch 0: |          | 7351/? [48:31<00:00,  2.52it/s]\nEpoch 0: |          | 7351/? [48:31<00:00,  2.52it/s]\nEpoch 0: |          | 7352/? [48:32<00:00,  2.52it/s]\nEpoch 0: |          | 7352/? [48:32<00:00,  2.52it/s]\nEpoch 0: |          | 7353/? [48:32<00:00,  2.52it/s]\nEpoch 0: |          | 7353/? [48:32<00:00,  2.52it/s]\nEpoch 0: |          | 7354/? [48:32<00:00,  2.52it/s]\nEpoch 0: |          | 7354/? [48:32<00:00,  2.52it/s]\nEpoch 0: |          | 7355/? [48:32<00:00,  2.53it/s]\nEpoch 0: |          | 7355/? [48:32<00:00,  2.53it/s]\nEpoch 0: |          | 7356/? [48:33<00:00,  2.53it/s]\nEpoch 0: |          | 7356/? [48:33<00:00,  2.53it/s]\nEpoch 0: |          | 7357/? [48:33<00:00,  2.53it/s]\nEpoch 0: |          | 7357/? [48:33<00:00,  2.53it/s]\nEpoch 0: |          | 7358/? [48:33<00:00,  2.53it/s]\nEpoch 0: |          | 7358/? [48:33<00:00,  2.53it/s]\nEpoch 0: |          | 7359/? [48:33<00:00,  2.53it/s]\nEpoch 0: |          | 7359/? [48:33<00:00,  2.53it/s]\nEpoch 0: |          | 7360/? [48:34<00:00,  2.53it/s]\nEpoch 0: |          | 7360/? [48:34<00:00,  2.53it/s]\nEpoch 0: |          | 7361/? [48:34<00:00,  2.53it/s]\nEpoch 0: |          | 7361/? [48:34<00:00,  2.53it/s]\nEpoch 0: |          | 7362/? [48:34<00:00,  2.53it/s]\nEpoch 0: |          | 7362/? [48:34<00:00,  2.53it/s]\nEpoch 0: |          | 7363/? [48:35<00:00,  2.53it/s]\nEpoch 0: |          | 7363/? [48:35<00:00,  2.53it/s]\nEpoch 0: |          | 7364/? [48:35<00:00,  2.53it/s]\nEpoch 0: |          | 7364/? [48:35<00:00,  2.53it/s]\nEpoch 0: |          | 7365/? [48:35<00:00,  2.53it/s]\nEpoch 0: |          | 7365/? [48:35<00:00,  2.53it/s]\nEpoch 0: |          | 7366/? [48:35<00:00,  2.53it/s]\nEpoch 0: |          | 7366/? [48:35<00:00,  2.53it/s]\nEpoch 0: |          | 7367/? [48:36<00:00,  2.53it/s]\nEpoch 0: |          | 7367/? [48:36<00:00,  2.53it/s]\nEpoch 0: |          | 7368/? [48:36<00:00,  2.53it/s]\nEpoch 0: |          | 7368/? [48:36<00:00,  2.53it/s]\nEpoch 0: |          | 7369/? [48:36<00:00,  2.53it/s]\nEpoch 0: |          | 7369/? [48:36<00:00,  2.53it/s]\nEpoch 0: |          | 7370/? [48:37<00:00,  2.53it/s]\nEpoch 0: |          | 7370/? [48:37<00:00,  2.53it/s]\nEpoch 0: |          | 7371/? [48:37<00:00,  2.53it/s]\nEpoch 0: |          | 7371/? [48:37<00:00,  2.53it/s]\nEpoch 0: |          | 7372/? [48:37<00:00,  2.53it/s]\nEpoch 0: |          | 7372/? [48:37<00:00,  2.53it/s]\nEpoch 0: |          | 7373/? [48:37<00:00,  2.53it/s]\nEpoch 0: |          | 7373/? [48:37<00:00,  2.53it/s]\nEpoch 0: |          | 7374/? [48:38<00:00,  2.53it/s]\nEpoch 0: |          | 7374/? [48:38<00:00,  2.53it/s]\nEpoch 0: |          | 7375/? [48:38<00:00,  2.53it/s]\nEpoch 0: |          | 7375/? [48:38<00:00,  2.53it/s]\nEpoch 0: |          | 7376/? [48:38<00:00,  2.53it/s]\nEpoch 0: |          | 7376/? [48:38<00:00,  2.53it/s]\nEpoch 0: |          | 7377/? [48:39<00:00,  2.53it/s]\nEpoch 0: |          | 7377/? [48:39<00:00,  2.53it/s]\nEpoch 0: |          | 7378/? [48:39<00:00,  2.53it/s]\nEpoch 0: |          | 7378/? [48:39<00:00,  2.53it/s]\nEpoch 0: |          | 7379/? [48:39<00:00,  2.53it/s]\nEpoch 0: |          | 7379/? [48:39<00:00,  2.53it/s]\nEpoch 0: |          | 7380/? [48:39<00:00,  2.53it/s]\nEpoch 0: |          | 7380/? [48:39<00:00,  2.53it/s]\nEpoch 0: |          | 7381/? [48:40<00:00,  2.53it/s]\nEpoch 0: |          | 7381/? [48:40<00:00,  2.53it/s]\nEpoch 0: |          | 7382/? [48:40<00:00,  2.53it/s]\nEpoch 0: |          | 7382/? [48:40<00:00,  2.53it/s]\nEpoch 0: |          | 7383/? [48:40<00:00,  2.53it/s]\nEpoch 0: |          | 7383/? [48:40<00:00,  2.53it/s]\nEpoch 0: |          | 7384/? [48:40<00:00,  2.53it/s]\nEpoch 0: |          | 7384/? [48:40<00:00,  2.53it/s]\nEpoch 0: |          | 7385/? [48:41<00:00,  2.53it/s]\nEpoch 0: |          | 7385/? [48:41<00:00,  2.53it/s]\nEpoch 0: |          | 7386/? [48:41<00:00,  2.53it/s]\nEpoch 0: |          | 7386/? [48:41<00:00,  2.53it/s]\nEpoch 0: |          | 7387/? [48:41<00:00,  2.53it/s]\nEpoch 0: |          | 7387/? [48:41<00:00,  2.53it/s]\nEpoch 0: |          | 7388/? [48:42<00:00,  2.53it/s]\nEpoch 0: |          | 7388/? [48:42<00:00,  2.53it/s]\nEpoch 0: |          | 7389/? [48:42<00:00,  2.53it/s]\nEpoch 0: |          | 7389/? [48:42<00:00,  2.53it/s]\nEpoch 0: |          | 7390/? [48:42<00:00,  2.53it/s]\nEpoch 0: |          | 7390/? [48:42<00:00,  2.53it/s]\nEpoch 0: |          | 7391/? [48:42<00:00,  2.53it/s]\nEpoch 0: |          | 7391/? [48:42<00:00,  2.53it/s]\nEpoch 0: |          | 7392/? [48:43<00:00,  2.53it/s]\nEpoch 0: |          | 7392/? [48:43<00:00,  2.53it/s]\nEpoch 0: |          | 7393/? [48:43<00:00,  2.53it/s]\nEpoch 0: |          | 7393/? [48:43<00:00,  2.53it/s]\nEpoch 0: |          | 7394/? [48:43<00:00,  2.53it/s]\nEpoch 0: |          | 7394/? [48:43<00:00,  2.53it/s]\nEpoch 0: |          | 7395/? [48:44<00:00,  2.53it/s]\nEpoch 0: |          | 7395/? [48:44<00:00,  2.53it/s]\nEpoch 0: |          | 7396/? [48:44<00:00,  2.53it/s]\nEpoch 0: |          | 7396/? [48:44<00:00,  2.53it/s]\nEpoch 0: |          | 7397/? [48:44<00:00,  2.53it/s]\nEpoch 0: |          | 7397/? [48:44<00:00,  2.53it/s]\nEpoch 0: |          | 7398/? [48:44<00:00,  2.53it/s]\nEpoch 0: |          | 7398/? [48:44<00:00,  2.53it/s]\nEpoch 0: |          | 7399/? [48:45<00:00,  2.53it/s]\nEpoch 0: |          | 7399/? [48:45<00:00,  2.53it/s]\nEpoch 0: |          | 7400/? [48:45<00:00,  2.53it/s]\nEpoch 0: |          | 7400/? [48:45<00:00,  2.53it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.78it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.56it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.07it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.33it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 7400/? [48:45<00:00,  2.53it/s]\nEpoch 0: |          | 7401/? [48:46<00:00,  2.53it/s]\nEpoch 0: |          | 7401/? [48:46<00:00,  2.53it/s]\nEpoch 0: |          | 7402/? [48:46<00:00,  2.53it/s]\nEpoch 0: |          | 7402/? [48:46<00:00,  2.53it/s]\nEpoch 0: |          | 7403/? [48:46<00:00,  2.53it/s]\nEpoch 0: |          | 7403/? [48:46<00:00,  2.53it/s]\nEpoch 0: |          | 7404/? [48:46<00:00,  2.53it/s]\nEpoch 0: |          | 7404/? [48:46<00:00,  2.53it/s]\nEpoch 0: |          | 7405/? [48:47<00:00,  2.53it/s]\nEpoch 0: |          | 7405/? [48:47<00:00,  2.53it/s]\nEpoch 0: |          | 7406/? [48:47<00:00,  2.53it/s]\nEpoch 0: |          | 7406/? [48:47<00:00,  2.53it/s]\nEpoch 0: |          | 7407/? [48:47<00:00,  2.53it/s]\nEpoch 0: |          | 7407/? [48:47<00:00,  2.53it/s]\nEpoch 0: |          | 7408/? [48:47<00:00,  2.53it/s]\nEpoch 0: |          | 7408/? [48:47<00:00,  2.53it/s]\nEpoch 0: |          | 7409/? [48:48<00:00,  2.53it/s]\nEpoch 0: |          | 7409/? [48:48<00:00,  2.53it/s]\nEpoch 0: |          | 7410/? [48:48<00:00,  2.53it/s]\nEpoch 0: |          | 7410/? [48:48<00:00,  2.53it/s]\nEpoch 0: |          | 7411/? [48:48<00:00,  2.53it/s]\nEpoch 0: |          | 7411/? [48:48<00:00,  2.53it/s]\nEpoch 0: |          | 7412/? [48:49<00:00,  2.53it/s]\nEpoch 0: |          | 7412/? [48:49<00:00,  2.53it/s]\nEpoch 0: |          | 7413/? [48:49<00:00,  2.53it/s]\nEpoch 0: |          | 7413/? [48:49<00:00,  2.53it/s]\nEpoch 0: |          | 7414/? [48:49<00:00,  2.53it/s]\nEpoch 0: |          | 7414/? [48:49<00:00,  2.53it/s]\nEpoch 0: |          | 7415/? [48:49<00:00,  2.53it/s]\nEpoch 0: |          | 7415/? [48:49<00:00,  2.53it/s]\nEpoch 0: |          | 7416/? [48:50<00:00,  2.53it/s]\nEpoch 0: |          | 7416/? [48:50<00:00,  2.53it/s]\nEpoch 0: |          | 7417/? [48:50<00:00,  2.53it/s]\nEpoch 0: |          | 7417/? [48:50<00:00,  2.53it/s]\nEpoch 0: |          | 7418/? [48:50<00:00,  2.53it/s]\nEpoch 0: |          | 7418/? [48:50<00:00,  2.53it/s]\nEpoch 0: |          | 7419/? [48:51<00:00,  2.53it/s]\nEpoch 0: |          | 7419/? [48:51<00:00,  2.53it/s]\nEpoch 0: |          | 7420/? [48:51<00:00,  2.53it/s]\nEpoch 0: |          | 7420/? [48:51<00:00,  2.53it/s]\nEpoch 0: |          | 7421/? [48:51<00:00,  2.53it/s]\nEpoch 0: |          | 7421/? [48:51<00:00,  2.53it/s]\nEpoch 0: |          | 7422/? [48:51<00:00,  2.53it/s]\nEpoch 0: |          | 7422/? [48:51<00:00,  2.53it/s]\nEpoch 0: |          | 7423/? [48:52<00:00,  2.53it/s]\nEpoch 0: |          | 7423/? [48:52<00:00,  2.53it/s]\nEpoch 0: |          | 7424/? [48:52<00:00,  2.53it/s]\nEpoch 0: |          | 7424/? [48:52<00:00,  2.53it/s]\nEpoch 0: |          | 7425/? [48:52<00:00,  2.53it/s]\nEpoch 0: |          | 7425/? [48:52<00:00,  2.53it/s]\nEpoch 0: |          | 7426/? [48:53<00:00,  2.53it/s]\nEpoch 0: |          | 7426/? [48:53<00:00,  2.53it/s]\nEpoch 0: |          | 7427/? [48:53<00:00,  2.53it/s]\nEpoch 0: |          | 7427/? [48:53<00:00,  2.53it/s]\nEpoch 0: |          | 7428/? [48:53<00:00,  2.53it/s]\nEpoch 0: |          | 7428/? [48:53<00:00,  2.53it/s]\nEpoch 0: |          | 7429/? [48:53<00:00,  2.53it/s]\nEpoch 0: |          | 7429/? [48:53<00:00,  2.53it/s]\nEpoch 0: |          | 7430/? [48:54<00:00,  2.53it/s]\nEpoch 0: |          | 7430/? [48:54<00:00,  2.53it/s]\nEpoch 0: |          | 7431/? [48:54<00:00,  2.53it/s]\nEpoch 0: |          | 7431/? [48:54<00:00,  2.53it/s]\nEpoch 0: |          | 7432/? [48:54<00:00,  2.53it/s]\nEpoch 0: |          | 7432/? [48:54<00:00,  2.53it/s]\nEpoch 0: |          | 7433/? [48:55<00:00,  2.53it/s]\nEpoch 0: |          | 7433/? [48:55<00:00,  2.53it/s]\nEpoch 0: |          | 7434/? [48:55<00:00,  2.53it/s]\nEpoch 0: |          | 7434/? [48:55<00:00,  2.53it/s]\nEpoch 0: |          | 7435/? [48:55<00:00,  2.53it/s]\nEpoch 0: |          | 7435/? [48:55<00:00,  2.53it/s]\nEpoch 0: |          | 7436/? [48:55<00:00,  2.53it/s]\nEpoch 0: |          | 7436/? [48:55<00:00,  2.53it/s]\nEpoch 0: |          | 7437/? [48:56<00:00,  2.53it/s]\nEpoch 0: |          | 7437/? [48:56<00:00,  2.53it/s]\nEpoch 0: |          | 7438/? [48:56<00:00,  2.53it/s]\nEpoch 0: |          | 7438/? [48:56<00:00,  2.53it/s]\nEpoch 0: |          | 7439/? [48:56<00:00,  2.53it/s]\nEpoch 0: |          | 7439/? [48:56<00:00,  2.53it/s]\nEpoch 0: |          | 7440/? [48:56<00:00,  2.53it/s]\nEpoch 0: |          | 7440/? [48:56<00:00,  2.53it/s]\nEpoch 0: |          | 7441/? [48:57<00:00,  2.53it/s]\nEpoch 0: |          | 7441/? [48:57<00:00,  2.53it/s]\nEpoch 0: |          | 7442/? [48:57<00:00,  2.53it/s]\nEpoch 0: |          | 7442/? [48:57<00:00,  2.53it/s]\nEpoch 0: |          | 7443/? [48:57<00:00,  2.53it/s]\nEpoch 0: |          | 7443/? [48:57<00:00,  2.53it/s]\nEpoch 0: |          | 7444/? [48:58<00:00,  2.53it/s]\nEpoch 0: |          | 7444/? [48:58<00:00,  2.53it/s]\nEpoch 0: |          | 7445/? [48:58<00:00,  2.53it/s]\nEpoch 0: |          | 7445/? [48:58<00:00,  2.53it/s]\nEpoch 0: |          | 7446/? [48:58<00:00,  2.53it/s]\nEpoch 0: |          | 7446/? [48:58<00:00,  2.53it/s]\nEpoch 0: |          | 7447/? [48:58<00:00,  2.53it/s]\nEpoch 0: |          | 7447/? [48:58<00:00,  2.53it/s]\nEpoch 0: |          | 7448/? [48:59<00:00,  2.53it/s]\nEpoch 0: |          | 7448/? [48:59<00:00,  2.53it/s]\nEpoch 0: |          | 7449/? [48:59<00:00,  2.53it/s]\nEpoch 0: |          | 7449/? [48:59<00:00,  2.53it/s]\nEpoch 0: |          | 7450/? [48:59<00:00,  2.53it/s]\nEpoch 0: |          | 7450/? [48:59<00:00,  2.53it/s]\nEpoch 0: |          | 7451/? [48:59<00:00,  2.53it/s]\nEpoch 0: |          | 7451/? [48:59<00:00,  2.53it/s]\nEpoch 0: |          | 7452/? [49:00<00:00,  2.53it/s]\nEpoch 0: |          | 7452/? [49:00<00:00,  2.53it/s]\nEpoch 0: |          | 7453/? [49:00<00:00,  2.53it/s]\nEpoch 0: |          | 7453/? [49:00<00:00,  2.53it/s]\nEpoch 0: |          | 7454/? [49:00<00:00,  2.53it/s]\nEpoch 0: |          | 7454/? [49:00<00:00,  2.53it/s]\nEpoch 0: |          | 7455/? [49:01<00:00,  2.53it/s]\nEpoch 0: |          | 7455/? [49:01<00:00,  2.53it/s]\nEpoch 0: |          | 7456/? [49:01<00:00,  2.53it/s]\nEpoch 0: |          | 7456/? [49:01<00:00,  2.53it/s]\nEpoch 0: |          | 7457/? [49:01<00:00,  2.53it/s]\nEpoch 0: |          | 7457/? [49:01<00:00,  2.53it/s]\nEpoch 0: |          | 7458/? [49:01<00:00,  2.54it/s]\nEpoch 0: |          | 7458/? [49:01<00:00,  2.54it/s]\nEpoch 0: |          | 7459/? [49:02<00:00,  2.54it/s]\nEpoch 0: |          | 7459/? [49:02<00:00,  2.54it/s]\nEpoch 0: |          | 7460/? [49:02<00:00,  2.54it/s]\nEpoch 0: |          | 7460/? [49:02<00:00,  2.54it/s]\nEpoch 0: |          | 7461/? [49:02<00:00,  2.54it/s]\nEpoch 0: |          | 7461/? [49:02<00:00,  2.54it/s]\nEpoch 0: |          | 7462/? [49:02<00:00,  2.54it/s]\nEpoch 0: |          | 7462/? [49:02<00:00,  2.54it/s]\nEpoch 0: |          | 7463/? [49:03<00:00,  2.54it/s]\nEpoch 0: |          | 7463/? [49:03<00:00,  2.54it/s]\nEpoch 0: |          | 7464/? [49:03<00:00,  2.54it/s]\nEpoch 0: |          | 7464/? [49:03<00:00,  2.54it/s]\nEpoch 0: |          | 7465/? [49:03<00:00,  2.54it/s]\nEpoch 0: |          | 7465/? [49:03<00:00,  2.54it/s]\nEpoch 0: |          | 7466/? [49:04<00:00,  2.54it/s]\nEpoch 0: |          | 7466/? [49:04<00:00,  2.54it/s]\nEpoch 0: |          | 7467/? [49:04<00:00,  2.54it/s]\nEpoch 0: |          | 7467/? [49:04<00:00,  2.54it/s]\nEpoch 0: |          | 7468/? [49:04<00:00,  2.54it/s]\nEpoch 0: |          | 7468/? [49:04<00:00,  2.54it/s]\nEpoch 0: |          | 7469/? [49:04<00:00,  2.54it/s]\nEpoch 0: |          | 7469/? [49:04<00:00,  2.54it/s]\nEpoch 0: |          | 7470/? [49:05<00:00,  2.54it/s]\nEpoch 0: |          | 7470/? [49:05<00:00,  2.54it/s]\nEpoch 0: |          | 7471/? [49:05<00:00,  2.54it/s]\nEpoch 0: |          | 7471/? [49:05<00:00,  2.54it/s]\nEpoch 0: |          | 7472/? [49:05<00:00,  2.54it/s]\nEpoch 0: |          | 7472/? [49:05<00:00,  2.54it/s]\nEpoch 0: |          | 7473/? [49:06<00:00,  2.54it/s]\nEpoch 0: |          | 7473/? [49:06<00:00,  2.54it/s]\nEpoch 0: |          | 7474/? [49:06<00:00,  2.54it/s]\nEpoch 0: |          | 7474/? [49:06<00:00,  2.54it/s]\nEpoch 0: |          | 7475/? [49:06<00:00,  2.54it/s]\nEpoch 0: |          | 7475/? [49:06<00:00,  2.54it/s]\nEpoch 0: |          | 7476/? [49:06<00:00,  2.54it/s]\nEpoch 0: |          | 7476/? [49:06<00:00,  2.54it/s]\nEpoch 0: |          | 7477/? [49:07<00:00,  2.54it/s]\nEpoch 0: |          | 7477/? [49:07<00:00,  2.54it/s]\nEpoch 0: |          | 7478/? [49:07<00:00,  2.54it/s]\nEpoch 0: |          | 7478/? [49:07<00:00,  2.54it/s]\nEpoch 0: |          | 7479/? [49:07<00:00,  2.54it/s]\nEpoch 0: |          | 7479/? [49:07<00:00,  2.54it/s]\nEpoch 0: |          | 7480/? [49:08<00:00,  2.54it/s]\nEpoch 0: |          | 7480/? [49:08<00:00,  2.54it/s]\nEpoch 0: |          | 7481/? [49:08<00:00,  2.54it/s]\nEpoch 0: |          | 7481/? [49:08<00:00,  2.54it/s]\nEpoch 0: |          | 7482/? [49:08<00:00,  2.54it/s]\nEpoch 0: |          | 7482/? [49:08<00:00,  2.54it/s]\nEpoch 0: |          | 7483/? [49:08<00:00,  2.54it/s]\nEpoch 0: |          | 7483/? [49:08<00:00,  2.54it/s]\nEpoch 0: |          | 7484/? [49:09<00:00,  2.54it/s]\nEpoch 0: |          | 7484/? [49:09<00:00,  2.54it/s]\nEpoch 0: |          | 7485/? [49:09<00:00,  2.54it/s]\nEpoch 0: |          | 7485/? [49:09<00:00,  2.54it/s]\nEpoch 0: |          | 7486/? [49:09<00:00,  2.54it/s]\nEpoch 0: |          | 7486/? [49:09<00:00,  2.54it/s]\nEpoch 0: |          | 7487/? [49:09<00:00,  2.54it/s]\nEpoch 0: |          | 7487/? [49:09<00:00,  2.54it/s]\nEpoch 0: |          | 7488/? [49:10<00:00,  2.54it/s]\nEpoch 0: |          | 7488/? [49:10<00:00,  2.54it/s]\nEpoch 0: |          | 7489/? [49:10<00:00,  2.54it/s]\nEpoch 0: |          | 7489/? [49:10<00:00,  2.54it/s]\nEpoch 0: |          | 7490/? [49:10<00:00,  2.54it/s]\nEpoch 0: |          | 7490/? [49:10<00:00,  2.54it/s]\nEpoch 0: |          | 7491/? [49:11<00:00,  2.54it/s]\nEpoch 0: |          | 7491/? [49:11<00:00,  2.54it/s]\nEpoch 0: |          | 7492/? [49:11<00:00,  2.54it/s]\nEpoch 0: |          | 7492/? [49:11<00:00,  2.54it/s]\nEpoch 0: |          | 7493/? [49:11<00:00,  2.54it/s]\nEpoch 0: |          | 7493/? [49:11<00:00,  2.54it/s]\nEpoch 0: |          | 7494/? [49:11<00:00,  2.54it/s]\nEpoch 0: |          | 7494/? [49:11<00:00,  2.54it/s]\nEpoch 0: |          | 7495/? [49:12<00:00,  2.54it/s]\nEpoch 0: |          | 7495/? [49:12<00:00,  2.54it/s]\nEpoch 0: |          | 7496/? [49:12<00:00,  2.54it/s]\nEpoch 0: |          | 7496/? [49:12<00:00,  2.54it/s]\nEpoch 0: |          | 7497/? [49:12<00:00,  2.54it/s]\nEpoch 0: |          | 7497/? [49:12<00:00,  2.54it/s]\nEpoch 0: |          | 7498/? [49:12<00:00,  2.54it/s]\nEpoch 0: |          | 7498/? [49:12<00:00,  2.54it/s]\nEpoch 0: |          | 7499/? [49:13<00:00,  2.54it/s]\nEpoch 0: |          | 7499/? [49:13<00:00,  2.54it/s]\nEpoch 0: |          | 7500/? [49:13<00:00,  2.54it/s]\nEpoch 0: |          | 7500/? [49:13<00:00,  2.54it/s]\nEpoch 0: |          | 7501/? [49:13<00:00,  2.54it/s]\nEpoch 0: |          | 7501/? [49:13<00:00,  2.54it/s]\nEpoch 0: |          | 7502/? [49:14<00:00,  2.54it/s]\nEpoch 0: |          | 7502/? [49:14<00:00,  2.54it/s]\nEpoch 0: |          | 7503/? [49:14<00:00,  2.54it/s]\nEpoch 0: |          | 7503/? [49:14<00:00,  2.54it/s]\nEpoch 0: |          | 7504/? [49:14<00:00,  2.54it/s]\nEpoch 0: |          | 7504/? [49:14<00:00,  2.54it/s]\nEpoch 0: |          | 7505/? [49:14<00:00,  2.54it/s]\nEpoch 0: |          | 7505/? [49:14<00:00,  2.54it/s]\nEpoch 0: |          | 7506/? [49:15<00:00,  2.54it/s]\nEpoch 0: |          | 7506/? [49:15<00:00,  2.54it/s]\nEpoch 0: |          | 7507/? [49:15<00:00,  2.54it/s]\nEpoch 0: |          | 7507/? [49:15<00:00,  2.54it/s]\nEpoch 0: |          | 7508/? [49:15<00:00,  2.54it/s]\nEpoch 0: |          | 7508/? [49:15<00:00,  2.54it/s]\nEpoch 0: |          | 7509/? [49:16<00:00,  2.54it/s]\nEpoch 0: |          | 7509/? [49:16<00:00,  2.54it/s]\nEpoch 0: |          | 7510/? [49:16<00:00,  2.54it/s]\nEpoch 0: |          | 7510/? [49:16<00:00,  2.54it/s]\nEpoch 0: |          | 7511/? [49:16<00:00,  2.54it/s]\nEpoch 0: |          | 7511/? [49:16<00:00,  2.54it/s]\nEpoch 0: |          | 7512/? [49:16<00:00,  2.54it/s]\nEpoch 0: |          | 7512/? [49:16<00:00,  2.54it/s]\nEpoch 0: |          | 7513/? [49:17<00:00,  2.54it/s]\nEpoch 0: |          | 7513/? [49:17<00:00,  2.54it/s]\nEpoch 0: |          | 7514/? [49:17<00:00,  2.54it/s]\nEpoch 0: |          | 7514/? [49:17<00:00,  2.54it/s]\nEpoch 0: |          | 7515/? [49:17<00:00,  2.54it/s]\nEpoch 0: |          | 7515/? [49:17<00:00,  2.54it/s]\nEpoch 0: |          | 7516/? [49:18<00:00,  2.54it/s]\nEpoch 0: |          | 7516/? [49:18<00:00,  2.54it/s]\nEpoch 0: |          | 7517/? [49:18<00:00,  2.54it/s]\nEpoch 0: |          | 7517/? [49:18<00:00,  2.54it/s]\nEpoch 0: |          | 7518/? [49:18<00:00,  2.54it/s]\nEpoch 0: |          | 7518/? [49:18<00:00,  2.54it/s]\nEpoch 0: |          | 7519/? [49:18<00:00,  2.54it/s]\nEpoch 0: |          | 7519/? [49:18<00:00,  2.54it/s]\nEpoch 0: |          | 7520/? [49:19<00:00,  2.54it/s]\nEpoch 0: |          | 7520/? [49:19<00:00,  2.54it/s]\nEpoch 0: |          | 7521/? [49:19<00:00,  2.54it/s]\nEpoch 0: |          | 7521/? [49:19<00:00,  2.54it/s]\nEpoch 0: |          | 7522/? [49:19<00:00,  2.54it/s]\nEpoch 0: |          | 7522/? [49:19<00:00,  2.54it/s]\nEpoch 0: |          | 7523/? [49:19<00:00,  2.54it/s]\nEpoch 0: |          | 7523/? [49:19<00:00,  2.54it/s]\nEpoch 0: |          | 7524/? [49:20<00:00,  2.54it/s]\nEpoch 0: |          | 7524/? [49:20<00:00,  2.54it/s]\nEpoch 0: |          | 7525/? [49:20<00:00,  2.54it/s]\nEpoch 0: |          | 7525/? [49:20<00:00,  2.54it/s]\nEpoch 0: |          | 7526/? [49:20<00:00,  2.54it/s]\nEpoch 0: |          | 7526/? [49:20<00:00,  2.54it/s]\nEpoch 0: |          | 7527/? [49:21<00:00,  2.54it/s]\nEpoch 0: |          | 7527/? [49:21<00:00,  2.54it/s]\nEpoch 0: |          | 7528/? [49:21<00:00,  2.54it/s]\nEpoch 0: |          | 7528/? [49:21<00:00,  2.54it/s]\nEpoch 0: |          | 7529/? [49:21<00:00,  2.54it/s]\nEpoch 0: |          | 7529/? [49:21<00:00,  2.54it/s]\nEpoch 0: |          | 7530/? [49:21<00:00,  2.54it/s]\nEpoch 0: |          | 7530/? [49:21<00:00,  2.54it/s]\nEpoch 0: |          | 7531/? [49:22<00:00,  2.54it/s]\nEpoch 0: |          | 7531/? [49:22<00:00,  2.54it/s]\nEpoch 0: |          | 7532/? [49:22<00:00,  2.54it/s]\nEpoch 0: |          | 7532/? [49:22<00:00,  2.54it/s]\nEpoch 0: |          | 7533/? [49:22<00:00,  2.54it/s]\nEpoch 0: |          | 7533/? [49:22<00:00,  2.54it/s]\nEpoch 0: |          | 7534/? [49:23<00:00,  2.54it/s]\nEpoch 0: |          | 7534/? [49:23<00:00,  2.54it/s]\nEpoch 0: |          | 7535/? [49:23<00:00,  2.54it/s]\nEpoch 0: |          | 7535/? [49:23<00:00,  2.54it/s]\nEpoch 0: |          | 7536/? [49:23<00:00,  2.54it/s]\nEpoch 0: |          | 7536/? [49:23<00:00,  2.54it/s]\nEpoch 0: |          | 7537/? [49:23<00:00,  2.54it/s]\nEpoch 0: |          | 7537/? [49:23<00:00,  2.54it/s]\nEpoch 0: |          | 7538/? [49:24<00:00,  2.54it/s]\nEpoch 0: |          | 7538/? [49:24<00:00,  2.54it/s]\nEpoch 0: |          | 7539/? [49:24<00:00,  2.54it/s]\nEpoch 0: |          | 7539/? [49:24<00:00,  2.54it/s]\nEpoch 0: |          | 7540/? [49:24<00:00,  2.54it/s]\nEpoch 0: |          | 7540/? [49:24<00:00,  2.54it/s]\nEpoch 0: |          | 7541/? [49:24<00:00,  2.54it/s]\nEpoch 0: |          | 7541/? [49:24<00:00,  2.54it/s]\nEpoch 0: |          | 7542/? [49:25<00:00,  2.54it/s]\nEpoch 0: |          | 7542/? [49:25<00:00,  2.54it/s]\nEpoch 0: |          | 7543/? [49:25<00:00,  2.54it/s]\nEpoch 0: |          | 7543/? [49:25<00:00,  2.54it/s]\nEpoch 0: |          | 7544/? [49:25<00:00,  2.54it/s]\nEpoch 0: |          | 7544/? [49:25<00:00,  2.54it/s]\nEpoch 0: |          | 7545/? [49:26<00:00,  2.54it/s]\nEpoch 0: |          | 7545/? [49:26<00:00,  2.54it/s]\nEpoch 0: |          | 7546/? [49:26<00:00,  2.54it/s]\nEpoch 0: |          | 7546/? [49:26<00:00,  2.54it/s]\nEpoch 0: |          | 7547/? [49:26<00:00,  2.54it/s]\nEpoch 0: |          | 7547/? [49:26<00:00,  2.54it/s]\nEpoch 0: |          | 7548/? [49:26<00:00,  2.54it/s]\nEpoch 0: |          | 7548/? [49:26<00:00,  2.54it/s]\nEpoch 0: |          | 7549/? [49:27<00:00,  2.54it/s]\nEpoch 0: |          | 7549/? [49:27<00:00,  2.54it/s]\nEpoch 0: |          | 7550/? [49:27<00:00,  2.54it/s]\nEpoch 0: |          | 7550/? [49:27<00:00,  2.54it/s]\nEpoch 0: |          | 7551/? [49:27<00:00,  2.54it/s]\nEpoch 0: |          | 7551/? [49:27<00:00,  2.54it/s]\nEpoch 0: |          | 7552/? [49:28<00:00,  2.54it/s]\nEpoch 0: |          | 7552/? [49:28<00:00,  2.54it/s]\nEpoch 0: |          | 7553/? [49:28<00:00,  2.54it/s]\nEpoch 0: |          | 7553/? [49:28<00:00,  2.54it/s]\nEpoch 0: |          | 7554/? [49:28<00:00,  2.54it/s]\nEpoch 0: |          | 7554/? [49:28<00:00,  2.54it/s]\nEpoch 0: |          | 7555/? [49:28<00:00,  2.54it/s]\nEpoch 0: |          | 7555/? [49:28<00:00,  2.54it/s]\nEpoch 0: |          | 7556/? [49:29<00:00,  2.54it/s]\nEpoch 0: |          | 7556/? [49:29<00:00,  2.54it/s]\nEpoch 0: |          | 7557/? [49:29<00:00,  2.54it/s]\nEpoch 0: |          | 7557/? [49:29<00:00,  2.54it/s]\nEpoch 0: |          | 7558/? [49:29<00:00,  2.55it/s]\nEpoch 0: |          | 7558/? [49:29<00:00,  2.55it/s]\nEpoch 0: |          | 7559/? [49:29<00:00,  2.55it/s]\nEpoch 0: |          | 7559/? [49:29<00:00,  2.55it/s]\nEpoch 0: |          | 7560/? [49:30<00:00,  2.55it/s]\nEpoch 0: |          | 7560/? [49:30<00:00,  2.55it/s]\nEpoch 0: |          | 7561/? [49:30<00:00,  2.55it/s]\nEpoch 0: |          | 7561/? [49:30<00:00,  2.55it/s]\nEpoch 0: |          | 7562/? [49:30<00:00,  2.55it/s]\nEpoch 0: |          | 7562/? [49:30<00:00,  2.55it/s]\nEpoch 0: |          | 7563/? [49:31<00:00,  2.55it/s]\nEpoch 0: |          | 7563/? [49:31<00:00,  2.55it/s]\nEpoch 0: |          | 7564/? [49:31<00:00,  2.55it/s]\nEpoch 0: |          | 7564/? [49:31<00:00,  2.55it/s]\nEpoch 0: |          | 7565/? [49:31<00:00,  2.55it/s]\nEpoch 0: |          | 7565/? [49:31<00:00,  2.55it/s]\nEpoch 0: |          | 7566/? [49:31<00:00,  2.55it/s]\nEpoch 0: |          | 7566/? [49:31<00:00,  2.55it/s]\nEpoch 0: |          | 7567/? [49:32<00:00,  2.55it/s]\nEpoch 0: |          | 7567/? [49:32<00:00,  2.55it/s]\nEpoch 0: |          | 7568/? [49:32<00:00,  2.55it/s]\nEpoch 0: |          | 7568/? [49:32<00:00,  2.55it/s]\nEpoch 0: |          | 7569/? [49:32<00:00,  2.55it/s]\nEpoch 0: |          | 7569/? [49:32<00:00,  2.55it/s]\nEpoch 0: |          | 7570/? [49:32<00:00,  2.55it/s]\nEpoch 0: |          | 7570/? [49:32<00:00,  2.55it/s]\nEpoch 0: |          | 7571/? [49:33<00:00,  2.55it/s]\nEpoch 0: |          | 7571/? [49:33<00:00,  2.55it/s]\nEpoch 0: |          | 7572/? [49:33<00:00,  2.55it/s]\nEpoch 0: |          | 7572/? [49:33<00:00,  2.55it/s]\nEpoch 0: |          | 7573/? [49:33<00:00,  2.55it/s]\nEpoch 0: |          | 7573/? [49:33<00:00,  2.55it/s]\nEpoch 0: |          | 7574/? [49:34<00:00,  2.55it/s]\nEpoch 0: |          | 7574/? [49:34<00:00,  2.55it/s]\nEpoch 0: |          | 7575/? [49:34<00:00,  2.55it/s]\nEpoch 0: |          | 7575/? [49:34<00:00,  2.55it/s]\nEpoch 0: |          | 7576/? [49:34<00:00,  2.55it/s]\nEpoch 0: |          | 7576/? [49:34<00:00,  2.55it/s]\nEpoch 0: |          | 7577/? [49:34<00:00,  2.55it/s]\nEpoch 0: |          | 7577/? [49:34<00:00,  2.55it/s]\nEpoch 0: |          | 7578/? [49:35<00:00,  2.55it/s]\nEpoch 0: |          | 7578/? [49:35<00:00,  2.55it/s]\nEpoch 0: |          | 7579/? [49:35<00:00,  2.55it/s]\nEpoch 0: |          | 7579/? [49:35<00:00,  2.55it/s]\nEpoch 0: |          | 7580/? [49:35<00:00,  2.55it/s]\nEpoch 0: |          | 7580/? [49:35<00:00,  2.55it/s]\nEpoch 0: |          | 7581/? [49:36<00:00,  2.55it/s]\nEpoch 0: |          | 7581/? [49:36<00:00,  2.55it/s]\nEpoch 0: |          | 7582/? [49:36<00:00,  2.55it/s]\nEpoch 0: |          | 7582/? [49:36<00:00,  2.55it/s]\nEpoch 0: |          | 7583/? [49:36<00:00,  2.55it/s]\nEpoch 0: |          | 7583/? [49:36<00:00,  2.55it/s]\nEpoch 0: |          | 7584/? [49:36<00:00,  2.55it/s]\nEpoch 0: |          | 7584/? [49:36<00:00,  2.55it/s]\nEpoch 0: |          | 7585/? [49:37<00:00,  2.55it/s]\nEpoch 0: |          | 7585/? [49:37<00:00,  2.55it/s]\nEpoch 0: |          | 7586/? [49:37<00:00,  2.55it/s]\nEpoch 0: |          | 7586/? [49:37<00:00,  2.55it/s]\nEpoch 0: |          | 7587/? [49:37<00:00,  2.55it/s]\nEpoch 0: |          | 7587/? [49:37<00:00,  2.55it/s]\nEpoch 0: |          | 7588/? [49:37<00:00,  2.55it/s]\nEpoch 0: |          | 7588/? [49:37<00:00,  2.55it/s]\nEpoch 0: |          | 7589/? [49:38<00:00,  2.55it/s]\nEpoch 0: |          | 7589/? [49:38<00:00,  2.55it/s]\nEpoch 0: |          | 7590/? [49:38<00:00,  2.55it/s]\nEpoch 0: |          | 7590/? [49:38<00:00,  2.55it/s]\nEpoch 0: |          | 7591/? [49:38<00:00,  2.55it/s]\nEpoch 0: |          | 7591/? [49:38<00:00,  2.55it/s]\nEpoch 0: |          | 7592/? [49:39<00:00,  2.55it/s]\nEpoch 0: |          | 7592/? [49:39<00:00,  2.55it/s]\nEpoch 0: |          | 7593/? [49:39<00:00,  2.55it/s]\nEpoch 0: |          | 7593/? [49:39<00:00,  2.55it/s]\nEpoch 0: |          | 7594/? [49:39<00:00,  2.55it/s]\nEpoch 0: |          | 7594/? [49:39<00:00,  2.55it/s]\nEpoch 0: |          | 7595/? [49:39<00:00,  2.55it/s]\nEpoch 0: |          | 7595/? [49:39<00:00,  2.55it/s]\nEpoch 0: |          | 7596/? [49:40<00:00,  2.55it/s]\nEpoch 0: |          | 7596/? [49:40<00:00,  2.55it/s]\nEpoch 0: |          | 7597/? [49:40<00:00,  2.55it/s]\nEpoch 0: |          | 7597/? [49:40<00:00,  2.55it/s]\nEpoch 0: |          | 7598/? [49:40<00:00,  2.55it/s]\nEpoch 0: |          | 7598/? [49:40<00:00,  2.55it/s]\nEpoch 0: |          | 7599/? [49:41<00:00,  2.55it/s]\nEpoch 0: |          | 7599/? [49:41<00:00,  2.55it/s]\nEpoch 0: |          | 7600/? [49:41<00:00,  2.55it/s]\nEpoch 0: |          | 7600/? [49:41<00:00,  2.55it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.43it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.00it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.79it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.11it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 7600/? [49:41<00:00,  2.55it/s]\nEpoch 0: |          | 7601/? [49:41<00:00,  2.55it/s]\nEpoch 0: |          | 7601/? [49:41<00:00,  2.55it/s]\nEpoch 0: |          | 7602/? [49:42<00:00,  2.55it/s]\nEpoch 0: |          | 7602/? [49:42<00:00,  2.55it/s]\nEpoch 0: |          | 7603/? [49:42<00:00,  2.55it/s]\nEpoch 0: |          | 7603/? [49:42<00:00,  2.55it/s]\nEpoch 0: |          | 7604/? [49:42<00:00,  2.55it/s]\nEpoch 0: |          | 7604/? [49:42<00:00,  2.55it/s]\nEpoch 0: |          | 7605/? [49:43<00:00,  2.55it/s]\nEpoch 0: |          | 7605/? [49:43<00:00,  2.55it/s]\nEpoch 0: |          | 7606/? [49:43<00:00,  2.55it/s]\nEpoch 0: |          | 7606/? [49:43<00:00,  2.55it/s]\nEpoch 0: |          | 7607/? [49:43<00:00,  2.55it/s]\nEpoch 0: |          | 7607/? [49:43<00:00,  2.55it/s]\nEpoch 0: |          | 7608/? [49:43<00:00,  2.55it/s]\nEpoch 0: |          | 7608/? [49:43<00:00,  2.55it/s]\nEpoch 0: |          | 7609/? [49:44<00:00,  2.55it/s]\nEpoch 0: |          | 7609/? [49:44<00:00,  2.55it/s]\nEpoch 0: |          | 7610/? [49:44<00:00,  2.55it/s]\nEpoch 0: |          | 7610/? [49:44<00:00,  2.55it/s]\nEpoch 0: |          | 7611/? [49:44<00:00,  2.55it/s]\nEpoch 0: |          | 7611/? [49:44<00:00,  2.55it/s]\nEpoch 0: |          | 7612/? [49:44<00:00,  2.55it/s]\nEpoch 0: |          | 7612/? [49:44<00:00,  2.55it/s]\nEpoch 0: |          | 7613/? [49:45<00:00,  2.55it/s]\nEpoch 0: |          | 7613/? [49:45<00:00,  2.55it/s]\nEpoch 0: |          | 7614/? [49:45<00:00,  2.55it/s]\nEpoch 0: |          | 7614/? [49:45<00:00,  2.55it/s]\nEpoch 0: |          | 7615/? [49:45<00:00,  2.55it/s]\nEpoch 0: |          | 7615/? [49:45<00:00,  2.55it/s]\nEpoch 0: |          | 7616/? [49:46<00:00,  2.55it/s]\nEpoch 0: |          | 7616/? [49:46<00:00,  2.55it/s]\nEpoch 0: |          | 7617/? [49:46<00:00,  2.55it/s]\nEpoch 0: |          | 7617/? [49:46<00:00,  2.55it/s]\nEpoch 0: |          | 7618/? [49:46<00:00,  2.55it/s]\nEpoch 0: |          | 7618/? [49:46<00:00,  2.55it/s]\nEpoch 0: |          | 7619/? [49:46<00:00,  2.55it/s]\nEpoch 0: |          | 7619/? [49:46<00:00,  2.55it/s]\nEpoch 0: |          | 7620/? [49:47<00:00,  2.55it/s]\nEpoch 0: |          | 7620/? [49:47<00:00,  2.55it/s]\nEpoch 0: |          | 7621/? [49:47<00:00,  2.55it/s]\nEpoch 0: |          | 7621/? [49:47<00:00,  2.55it/s]\nEpoch 0: |          | 7622/? [49:47<00:00,  2.55it/s]\nEpoch 0: |          | 7622/? [49:47<00:00,  2.55it/s]\nEpoch 0: |          | 7623/? [49:47<00:00,  2.55it/s]\nEpoch 0: |          | 7623/? [49:47<00:00,  2.55it/s]\nEpoch 0: |          | 7624/? [49:48<00:00,  2.55it/s]\nEpoch 0: |          | 7624/? [49:48<00:00,  2.55it/s]\nEpoch 0: |          | 7625/? [49:48<00:00,  2.55it/s]\nEpoch 0: |          | 7625/? [49:48<00:00,  2.55it/s]\nEpoch 0: |          | 7626/? [49:48<00:00,  2.55it/s]\nEpoch 0: |          | 7626/? [49:48<00:00,  2.55it/s]\nEpoch 0: |          | 7627/? [49:49<00:00,  2.55it/s]\nEpoch 0: |          | 7627/? [49:49<00:00,  2.55it/s]\nEpoch 0: |          | 7628/? [49:49<00:00,  2.55it/s]\nEpoch 0: |          | 7628/? [49:49<00:00,  2.55it/s]\nEpoch 0: |          | 7629/? [49:49<00:00,  2.55it/s]\nEpoch 0: |          | 7629/? [49:49<00:00,  2.55it/s]\nEpoch 0: |          | 7630/? [49:49<00:00,  2.55it/s]\nEpoch 0: |          | 7630/? [49:49<00:00,  2.55it/s]\nEpoch 0: |          | 7631/? [49:50<00:00,  2.55it/s]\nEpoch 0: |          | 7631/? [49:50<00:00,  2.55it/s]\nEpoch 0: |          | 7632/? [49:50<00:00,  2.55it/s]\nEpoch 0: |          | 7632/? [49:50<00:00,  2.55it/s]\nEpoch 0: |          | 7633/? [49:50<00:00,  2.55it/s]\nEpoch 0: |          | 7633/? [49:50<00:00,  2.55it/s]\nEpoch 0: |          | 7634/? [49:51<00:00,  2.55it/s]\nEpoch 0: |          | 7634/? [49:51<00:00,  2.55it/s]\nEpoch 0: |          | 7635/? [49:51<00:00,  2.55it/s]\nEpoch 0: |          | 7635/? [49:51<00:00,  2.55it/s]\nEpoch 0: |          | 7636/? [49:51<00:00,  2.55it/s]\nEpoch 0: |          | 7636/? [49:51<00:00,  2.55it/s]\nEpoch 0: |          | 7637/? [49:51<00:00,  2.55it/s]\nEpoch 0: |          | 7637/? [49:51<00:00,  2.55it/s]\nEpoch 0: |          | 7638/? [49:52<00:00,  2.55it/s]\nEpoch 0: |          | 7638/? [49:52<00:00,  2.55it/s]\nEpoch 0: |          | 7639/? [49:52<00:00,  2.55it/s]\nEpoch 0: |          | 7639/? [49:52<00:00,  2.55it/s]\nEpoch 0: |          | 7640/? [49:52<00:00,  2.55it/s]\nEpoch 0: |          | 7640/? [49:52<00:00,  2.55it/s]\nEpoch 0: |          | 7641/? [49:52<00:00,  2.55it/s]\nEpoch 0: |          | 7641/? [49:52<00:00,  2.55it/s]\nEpoch 0: |          | 7642/? [49:53<00:00,  2.55it/s]\nEpoch 0: |          | 7642/? [49:53<00:00,  2.55it/s]\nEpoch 0: |          | 7643/? [49:53<00:00,  2.55it/s]\nEpoch 0: |          | 7643/? [49:53<00:00,  2.55it/s]\nEpoch 0: |          | 7644/? [49:53<00:00,  2.55it/s]\nEpoch 0: |          | 7644/? [49:53<00:00,  2.55it/s]\nEpoch 0: |          | 7645/? [49:54<00:00,  2.55it/s]\nEpoch 0: |          | 7645/? [49:54<00:00,  2.55it/s]\nEpoch 0: |          | 7646/? [49:54<00:00,  2.55it/s]\nEpoch 0: |          | 7646/? [49:54<00:00,  2.55it/s]\nEpoch 0: |          | 7647/? [49:54<00:00,  2.55it/s]\nEpoch 0: |          | 7647/? [49:54<00:00,  2.55it/s]\nEpoch 0: |          | 7648/? [49:54<00:00,  2.55it/s]\nEpoch 0: |          | 7648/? [49:54<00:00,  2.55it/s]\nEpoch 0: |          | 7649/? [49:55<00:00,  2.55it/s]\nEpoch 0: |          | 7649/? [49:55<00:00,  2.55it/s]\nEpoch 0: |          | 7650/? [49:55<00:00,  2.55it/s]\nEpoch 0: |          | 7650/? [49:55<00:00,  2.55it/s]\nEpoch 0: |          | 7651/? [49:55<00:00,  2.55it/s]\nEpoch 0: |          | 7651/? [49:55<00:00,  2.55it/s]\nEpoch 0: |          | 7652/? [49:56<00:00,  2.55it/s]\nEpoch 0: |          | 7652/? [49:56<00:00,  2.55it/s]\nEpoch 0: |          | 7653/? [49:56<00:00,  2.55it/s]\nEpoch 0: |          | 7653/? [49:56<00:00,  2.55it/s]\nEpoch 0: |          | 7654/? [49:56<00:00,  2.55it/s]\nEpoch 0: |          | 7654/? [49:56<00:00,  2.55it/s]\nEpoch 0: |          | 7655/? [49:56<00:00,  2.55it/s]\nEpoch 0: |          | 7655/? [49:56<00:00,  2.55it/s]\nEpoch 0: |          | 7656/? [49:57<00:00,  2.55it/s]\nEpoch 0: |          | 7656/? [49:57<00:00,  2.55it/s]\nEpoch 0: |          | 7657/? [49:57<00:00,  2.55it/s]\nEpoch 0: |          | 7657/? [49:57<00:00,  2.55it/s]\nEpoch 0: |          | 7658/? [49:57<00:00,  2.55it/s]\nEpoch 0: |          | 7658/? [49:57<00:00,  2.55it/s]\nEpoch 0: |          | 7659/? [49:58<00:00,  2.55it/s]\nEpoch 0: |          | 7659/? [49:58<00:00,  2.55it/s]\nEpoch 0: |          | 7660/? [49:58<00:00,  2.55it/s]\nEpoch 0: |          | 7660/? [49:58<00:00,  2.55it/s]\nEpoch 0: |          | 7661/? [49:58<00:00,  2.55it/s]\nEpoch 0: |          | 7661/? [49:58<00:00,  2.55it/s]\nEpoch 0: |          | 7662/? [49:58<00:00,  2.55it/s]\nEpoch 0: |          | 7662/? [49:58<00:00,  2.55it/s]\nEpoch 0: |          | 7663/? [49:59<00:00,  2.56it/s]\nEpoch 0: |          | 7663/? [49:59<00:00,  2.56it/s]\nEpoch 0: |          | 7664/? [49:59<00:00,  2.56it/s]\nEpoch 0: |          | 7664/? [49:59<00:00,  2.56it/s]\nEpoch 0: |          | 7665/? [49:59<00:00,  2.56it/s]\nEpoch 0: |          | 7665/? [49:59<00:00,  2.56it/s]\nEpoch 0: |          | 7666/? [49:59<00:00,  2.56it/s]\nEpoch 0: |          | 7666/? [49:59<00:00,  2.56it/s]\nEpoch 0: |          | 7667/? [50:00<00:00,  2.56it/s]\nEpoch 0: |          | 7667/? [50:00<00:00,  2.56it/s]\nEpoch 0: |          | 7668/? [50:00<00:00,  2.56it/s]\nEpoch 0: |          | 7668/? [50:00<00:00,  2.56it/s]\nEpoch 0: |          | 7669/? [50:00<00:00,  2.56it/s]\nEpoch 0: |          | 7669/? [50:00<00:00,  2.56it/s]\nEpoch 0: |          | 7670/? [50:01<00:00,  2.56it/s]\nEpoch 0: |          | 7670/? [50:01<00:00,  2.56it/s]\nEpoch 0: |          | 7671/? [50:01<00:00,  2.56it/s]\nEpoch 0: |          | 7671/? [50:01<00:00,  2.56it/s]\nEpoch 0: |          | 7672/? [50:01<00:00,  2.56it/s]\nEpoch 0: |          | 7672/? [50:01<00:00,  2.56it/s]\nEpoch 0: |          | 7673/? [50:01<00:00,  2.56it/s]\nEpoch 0: |          | 7673/? [50:01<00:00,  2.56it/s]\nEpoch 0: |          | 7674/? [50:02<00:00,  2.56it/s]\nEpoch 0: |          | 7674/? [50:02<00:00,  2.56it/s]\nEpoch 0: |          | 7675/? [50:02<00:00,  2.56it/s]\nEpoch 0: |          | 7675/? [50:02<00:00,  2.56it/s]\nEpoch 0: |          | 7676/? [50:02<00:00,  2.56it/s]\nEpoch 0: |          | 7676/? [50:02<00:00,  2.56it/s]\nEpoch 0: |          | 7677/? [50:02<00:00,  2.56it/s]\nEpoch 0: |          | 7677/? [50:02<00:00,  2.56it/s]\nEpoch 0: |          | 7678/? [50:03<00:00,  2.56it/s]\nEpoch 0: |          | 7678/? [50:03<00:00,  2.56it/s]\nEpoch 0: |          | 7679/? [50:03<00:00,  2.56it/s]\nEpoch 0: |          | 7679/? [50:03<00:00,  2.56it/s]\nEpoch 0: |          | 7680/? [50:03<00:00,  2.56it/s]\nEpoch 0: |          | 7680/? [50:03<00:00,  2.56it/s]\nEpoch 0: |          | 7681/? [50:04<00:00,  2.56it/s]\nEpoch 0: |          | 7681/? [50:04<00:00,  2.56it/s]\nEpoch 0: |          | 7682/? [50:04<00:00,  2.56it/s]\nEpoch 0: |          | 7682/? [50:04<00:00,  2.56it/s]\nEpoch 0: |          | 7683/? [50:04<00:00,  2.56it/s]\nEpoch 0: |          | 7683/? [50:04<00:00,  2.56it/s]\nEpoch 0: |          | 7684/? [50:04<00:00,  2.56it/s]\nEpoch 0: |          | 7684/? [50:04<00:00,  2.56it/s]\nEpoch 0: |          | 7685/? [50:05<00:00,  2.56it/s]\nEpoch 0: |          | 7685/? [50:05<00:00,  2.56it/s]\nEpoch 0: |          | 7686/? [50:05<00:00,  2.56it/s]\nEpoch 0: |          | 7686/? [50:05<00:00,  2.56it/s]\nEpoch 0: |          | 7687/? [50:05<00:00,  2.56it/s]\nEpoch 0: |          | 7687/? [50:05<00:00,  2.56it/s]\nEpoch 0: |          | 7688/? [50:05<00:00,  2.56it/s]\nEpoch 0: |          | 7688/? [50:05<00:00,  2.56it/s]\nEpoch 0: |          | 7689/? [50:06<00:00,  2.56it/s]\nEpoch 0: |          | 7689/? [50:06<00:00,  2.56it/s]\nEpoch 0: |          | 7690/? [50:06<00:00,  2.56it/s]\nEpoch 0: |          | 7690/? [50:06<00:00,  2.56it/s]\nEpoch 0: |          | 7691/? [50:06<00:00,  2.56it/s]\nEpoch 0: |          | 7691/? [50:06<00:00,  2.56it/s]\nEpoch 0: |          | 7692/? [50:07<00:00,  2.56it/s]\nEpoch 0: |          | 7692/? [50:07<00:00,  2.56it/s]\nEpoch 0: |          | 7693/? [50:07<00:00,  2.56it/s]\nEpoch 0: |          | 7693/? [50:07<00:00,  2.56it/s]\nEpoch 0: |          | 7694/? [50:07<00:00,  2.56it/s]\nEpoch 0: |          | 7694/? [50:07<00:00,  2.56it/s]\nEpoch 0: |          | 7695/? [50:07<00:00,  2.56it/s]\nEpoch 0: |          | 7695/? [50:07<00:00,  2.56it/s]\nEpoch 0: |          | 7696/? [50:08<00:00,  2.56it/s]\nEpoch 0: |          | 7696/? [50:08<00:00,  2.56it/s]\nEpoch 0: |          | 7697/? [50:08<00:00,  2.56it/s]\nEpoch 0: |          | 7697/? [50:08<00:00,  2.56it/s]\nEpoch 0: |          | 7698/? [50:08<00:00,  2.56it/s]\nEpoch 0: |          | 7698/? [50:08<00:00,  2.56it/s]\nEpoch 0: |          | 7699/? [50:08<00:00,  2.56it/s]\nEpoch 0: |          | 7699/? [50:08<00:00,  2.56it/s]\nEpoch 0: |          | 7700/? [50:09<00:00,  2.56it/s]\nEpoch 0: |          | 7700/? [50:09<00:00,  2.56it/s]\nEpoch 0: |          | 7701/? [50:09<00:00,  2.56it/s]\nEpoch 0: |          | 7701/? [50:09<00:00,  2.56it/s]\nEpoch 0: |          | 7702/? [50:09<00:00,  2.56it/s]\nEpoch 0: |          | 7702/? [50:09<00:00,  2.56it/s]\nEpoch 0: |          | 7703/? [50:10<00:00,  2.56it/s]\nEpoch 0: |          | 7703/? [50:10<00:00,  2.56it/s]\nEpoch 0: |          | 7704/? [50:10<00:00,  2.56it/s]\nEpoch 0: |          | 7704/? [50:10<00:00,  2.56it/s]\nEpoch 0: |          | 7705/? [50:10<00:00,  2.56it/s]\nEpoch 0: |          | 7705/? [50:10<00:00,  2.56it/s]\nEpoch 0: |          | 7706/? [50:10<00:00,  2.56it/s]\nEpoch 0: |          | 7706/? [50:10<00:00,  2.56it/s]\nEpoch 0: |          | 7707/? [50:11<00:00,  2.56it/s]\nEpoch 0: |          | 7707/? [50:11<00:00,  2.56it/s]\nEpoch 0: |          | 7708/? [50:11<00:00,  2.56it/s]\nEpoch 0: |          | 7708/? [50:11<00:00,  2.56it/s]\nEpoch 0: |          | 7709/? [50:11<00:00,  2.56it/s]\nEpoch 0: |          | 7709/? [50:11<00:00,  2.56it/s]\nEpoch 0: |          | 7710/? [50:12<00:00,  2.56it/s]\nEpoch 0: |          | 7710/? [50:12<00:00,  2.56it/s]\nEpoch 0: |          | 7711/? [50:12<00:00,  2.56it/s]\nEpoch 0: |          | 7711/? [50:12<00:00,  2.56it/s]\nEpoch 0: |          | 7712/? [50:12<00:00,  2.56it/s]\nEpoch 0: |          | 7712/? [50:12<00:00,  2.56it/s]\nEpoch 0: |          | 7713/? [50:12<00:00,  2.56it/s]\nEpoch 0: |          | 7713/? [50:12<00:00,  2.56it/s]\nEpoch 0: |          | 7714/? [50:13<00:00,  2.56it/s]\nEpoch 0: |          | 7714/? [50:13<00:00,  2.56it/s]\nEpoch 0: |          | 7715/? [50:13<00:00,  2.56it/s]\nEpoch 0: |          | 7715/? [50:13<00:00,  2.56it/s]\nEpoch 0: |          | 7716/? [50:13<00:00,  2.56it/s]\nEpoch 0: |          | 7716/? [50:13<00:00,  2.56it/s]\nEpoch 0: |          | 7717/? [50:13<00:00,  2.56it/s]\nEpoch 0: |          | 7717/? [50:13<00:00,  2.56it/s]\nEpoch 0: |          | 7718/? [50:14<00:00,  2.56it/s]\nEpoch 0: |          | 7718/? [50:14<00:00,  2.56it/s]\nEpoch 0: |          | 7719/? [50:14<00:00,  2.56it/s]\nEpoch 0: |          | 7719/? [50:14<00:00,  2.56it/s]\nEpoch 0: |          | 7720/? [50:14<00:00,  2.56it/s]\nEpoch 0: |          | 7720/? [50:14<00:00,  2.56it/s]\nEpoch 0: |          | 7721/? [50:15<00:00,  2.56it/s]\nEpoch 0: |          | 7721/? [50:15<00:00,  2.56it/s]\nEpoch 0: |          | 7722/? [50:15<00:00,  2.56it/s]\nEpoch 0: |          | 7722/? [50:15<00:00,  2.56it/s]\nEpoch 0: |          | 7723/? [50:15<00:00,  2.56it/s]\nEpoch 0: |          | 7723/? [50:15<00:00,  2.56it/s]\nEpoch 0: |          | 7724/? [50:15<00:00,  2.56it/s]\nEpoch 0: |          | 7724/? [50:15<00:00,  2.56it/s]\nEpoch 0: |          | 7725/? [50:16<00:00,  2.56it/s]\nEpoch 0: |          | 7725/? [50:16<00:00,  2.56it/s]\nEpoch 0: |          | 7726/? [50:16<00:00,  2.56it/s]\nEpoch 0: |          | 7726/? [50:16<00:00,  2.56it/s]\nEpoch 0: |          | 7727/? [50:16<00:00,  2.56it/s]\nEpoch 0: |          | 7727/? [50:16<00:00,  2.56it/s]\nEpoch 0: |          | 7728/? [50:16<00:00,  2.56it/s]\nEpoch 0: |          | 7728/? [50:16<00:00,  2.56it/s]\nEpoch 0: |          | 7729/? [50:17<00:00,  2.56it/s]\nEpoch 0: |          | 7729/? [50:17<00:00,  2.56it/s]\nEpoch 0: |          | 7730/? [50:17<00:00,  2.56it/s]\nEpoch 0: |          | 7730/? [50:17<00:00,  2.56it/s]\nEpoch 0: |          | 7731/? [50:17<00:00,  2.56it/s]\nEpoch 0: |          | 7731/? [50:17<00:00,  2.56it/s]\nEpoch 0: |          | 7732/? [50:18<00:00,  2.56it/s]\nEpoch 0: |          | 7732/? [50:18<00:00,  2.56it/s]\nEpoch 0: |          | 7733/? [50:18<00:00,  2.56it/s]\nEpoch 0: |          | 7733/? [50:18<00:00,  2.56it/s]\nEpoch 0: |          | 7734/? [50:18<00:00,  2.56it/s]\nEpoch 0: |          | 7734/? [50:18<00:00,  2.56it/s]\nEpoch 0: |          | 7735/? [50:18<00:00,  2.56it/s]\nEpoch 0: |          | 7735/? [50:18<00:00,  2.56it/s]\nEpoch 0: |          | 7736/? [50:19<00:00,  2.56it/s]\nEpoch 0: |          | 7736/? [50:19<00:00,  2.56it/s]\nEpoch 0: |          | 7737/? [50:19<00:00,  2.56it/s]\nEpoch 0: |          | 7737/? [50:19<00:00,  2.56it/s]\nEpoch 0: |          | 7738/? [50:19<00:00,  2.56it/s]\nEpoch 0: |          | 7738/? [50:19<00:00,  2.56it/s]\nEpoch 0: |          | 7739/? [50:20<00:00,  2.56it/s]\nEpoch 0: |          | 7739/? [50:20<00:00,  2.56it/s]\nEpoch 0: |          | 7740/? [50:20<00:00,  2.56it/s]\nEpoch 0: |          | 7740/? [50:20<00:00,  2.56it/s]\nEpoch 0: |          | 7741/? [50:20<00:00,  2.56it/s]\nEpoch 0: |          | 7741/? [50:20<00:00,  2.56it/s]\nEpoch 0: |          | 7742/? [50:20<00:00,  2.56it/s]\nEpoch 0: |          | 7742/? [50:20<00:00,  2.56it/s]\nEpoch 0: |          | 7743/? [50:21<00:00,  2.56it/s]\nEpoch 0: |          | 7743/? [50:21<00:00,  2.56it/s]\nEpoch 0: |          | 7744/? [50:21<00:00,  2.56it/s]\nEpoch 0: |          | 7744/? [50:21<00:00,  2.56it/s]\nEpoch 0: |          | 7745/? [50:21<00:00,  2.56it/s]\nEpoch 0: |          | 7745/? [50:21<00:00,  2.56it/s]\nEpoch 0: |          | 7746/? [50:21<00:00,  2.56it/s]\nEpoch 0: |          | 7746/? [50:21<00:00,  2.56it/s]\nEpoch 0: |          | 7747/? [50:22<00:00,  2.56it/s]\nEpoch 0: |          | 7747/? [50:22<00:00,  2.56it/s]\nEpoch 0: |          | 7748/? [50:22<00:00,  2.56it/s]\nEpoch 0: |          | 7748/? [50:22<00:00,  2.56it/s]\nEpoch 0: |          | 7749/? [50:22<00:00,  2.56it/s]\nEpoch 0: |          | 7749/? [50:22<00:00,  2.56it/s]\nEpoch 0: |          | 7750/? [50:23<00:00,  2.56it/s]\nEpoch 0: |          | 7750/? [50:23<00:00,  2.56it/s]\nEpoch 0: |          | 7751/? [50:23<00:00,  2.56it/s]\nEpoch 0: |          | 7751/? [50:23<00:00,  2.56it/s]\nEpoch 0: |          | 7752/? [50:23<00:00,  2.56it/s]\nEpoch 0: |          | 7752/? [50:23<00:00,  2.56it/s]\nEpoch 0: |          | 7753/? [50:23<00:00,  2.56it/s]\nEpoch 0: |          | 7753/? [50:23<00:00,  2.56it/s]\nEpoch 0: |          | 7754/? [50:24<00:00,  2.56it/s]\nEpoch 0: |          | 7754/? [50:24<00:00,  2.56it/s]\nEpoch 0: |          | 7755/? [50:24<00:00,  2.56it/s]\nEpoch 0: |          | 7755/? [50:24<00:00,  2.56it/s]\nEpoch 0: |          | 7756/? [50:24<00:00,  2.56it/s]\nEpoch 0: |          | 7756/? [50:24<00:00,  2.56it/s]\nEpoch 0: |          | 7757/? [50:24<00:00,  2.56it/s]\nEpoch 0: |          | 7757/? [50:24<00:00,  2.56it/s]\nEpoch 0: |          | 7758/? [50:25<00:00,  2.56it/s]\nEpoch 0: |          | 7758/? [50:25<00:00,  2.56it/s]\nEpoch 0: |          | 7759/? [50:25<00:00,  2.56it/s]\nEpoch 0: |          | 7759/? [50:25<00:00,  2.56it/s]\nEpoch 0: |          | 7760/? [50:25<00:00,  2.56it/s]\nEpoch 0: |          | 7760/? [50:25<00:00,  2.56it/s]\nEpoch 0: |          | 7761/? [50:26<00:00,  2.56it/s]\nEpoch 0: |          | 7761/? [50:26<00:00,  2.56it/s]\nEpoch 0: |          | 7762/? [50:26<00:00,  2.56it/s]\nEpoch 0: |          | 7762/? [50:26<00:00,  2.56it/s]\nEpoch 0: |          | 7763/? [50:26<00:00,  2.56it/s]\nEpoch 0: |          | 7763/? [50:26<00:00,  2.56it/s]\nEpoch 0: |          | 7764/? [50:26<00:00,  2.57it/s]\nEpoch 0: |          | 7764/? [50:26<00:00,  2.57it/s]\nEpoch 0: |          | 7765/? [50:27<00:00,  2.57it/s]\nEpoch 0: |          | 7765/? [50:27<00:00,  2.57it/s]\nEpoch 0: |          | 7766/? [50:27<00:00,  2.57it/s]\nEpoch 0: |          | 7766/? [50:27<00:00,  2.57it/s]\nEpoch 0: |          | 7767/? [50:27<00:00,  2.57it/s]\nEpoch 0: |          | 7767/? [50:27<00:00,  2.57it/s]\nEpoch 0: |          | 7768/? [50:27<00:00,  2.57it/s]\nEpoch 0: |          | 7768/? [50:27<00:00,  2.57it/s]\nEpoch 0: |          | 7769/? [50:28<00:00,  2.57it/s]\nEpoch 0: |          | 7769/? [50:28<00:00,  2.57it/s]\nEpoch 0: |          | 7770/? [50:28<00:00,  2.57it/s]\nEpoch 0: |          | 7770/? [50:28<00:00,  2.57it/s]\nEpoch 0: |          | 7771/? [50:28<00:00,  2.57it/s]\nEpoch 0: |          | 7771/? [50:28<00:00,  2.57it/s]\nEpoch 0: |          | 7772/? [50:29<00:00,  2.57it/s]\nEpoch 0: |          | 7772/? [50:29<00:00,  2.57it/s]\nEpoch 0: |          | 7773/? [50:29<00:00,  2.57it/s]\nEpoch 0: |          | 7773/? [50:29<00:00,  2.57it/s]\nEpoch 0: |          | 7774/? [50:29<00:00,  2.57it/s]\nEpoch 0: |          | 7774/? [50:29<00:00,  2.57it/s]\nEpoch 0: |          | 7775/? [50:29<00:00,  2.57it/s]\nEpoch 0: |          | 7775/? [50:29<00:00,  2.57it/s]\nEpoch 0: |          | 7776/? [50:30<00:00,  2.57it/s]\nEpoch 0: |          | 7776/? [50:30<00:00,  2.57it/s]\nEpoch 0: |          | 7777/? [50:30<00:00,  2.57it/s]\nEpoch 0: |          | 7777/? [50:30<00:00,  2.57it/s]\nEpoch 0: |          | 7778/? [50:30<00:00,  2.57it/s]\nEpoch 0: |          | 7778/? [50:30<00:00,  2.57it/s]\nEpoch 0: |          | 7779/? [50:30<00:00,  2.57it/s]\nEpoch 0: |          | 7779/? [50:30<00:00,  2.57it/s]\nEpoch 0: |          | 7780/? [50:31<00:00,  2.57it/s]\nEpoch 0: |          | 7780/? [50:31<00:00,  2.57it/s]\nEpoch 0: |          | 7781/? [50:31<00:00,  2.57it/s]\nEpoch 0: |          | 7781/? [50:31<00:00,  2.57it/s]\nEpoch 0: |          | 7782/? [50:31<00:00,  2.57it/s]\nEpoch 0: |          | 7782/? [50:31<00:00,  2.57it/s]\nEpoch 0: |          | 7783/? [50:32<00:00,  2.57it/s]\nEpoch 0: |          | 7783/? [50:32<00:00,  2.57it/s]\nEpoch 0: |          | 7784/? [50:32<00:00,  2.57it/s]\nEpoch 0: |          | 7784/? [50:32<00:00,  2.57it/s]\nEpoch 0: |          | 7785/? [50:32<00:00,  2.57it/s]\nEpoch 0: |          | 7785/? [50:32<00:00,  2.57it/s]\nEpoch 0: |          | 7786/? [50:32<00:00,  2.57it/s]\nEpoch 0: |          | 7786/? [50:32<00:00,  2.57it/s]\nEpoch 0: |          | 7787/? [50:33<00:00,  2.57it/s]\nEpoch 0: |          | 7787/? [50:33<00:00,  2.57it/s]\nEpoch 0: |          | 7788/? [50:33<00:00,  2.57it/s]\nEpoch 0: |          | 7788/? [50:33<00:00,  2.57it/s]\nEpoch 0: |          | 7789/? [50:33<00:00,  2.57it/s]\nEpoch 0: |          | 7789/? [50:33<00:00,  2.57it/s]\nEpoch 0: |          | 7790/? [50:33<00:00,  2.57it/s]\nEpoch 0: |          | 7790/? [50:33<00:00,  2.57it/s]\nEpoch 0: |          | 7791/? [50:34<00:00,  2.57it/s]\nEpoch 0: |          | 7791/? [50:34<00:00,  2.57it/s]\nEpoch 0: |          | 7792/? [50:34<00:00,  2.57it/s]\nEpoch 0: |          | 7792/? [50:34<00:00,  2.57it/s]\nEpoch 0: |          | 7793/? [50:34<00:00,  2.57it/s]\nEpoch 0: |          | 7793/? [50:34<00:00,  2.57it/s]\nEpoch 0: |          | 7794/? [50:35<00:00,  2.57it/s]\nEpoch 0: |          | 7794/? [50:35<00:00,  2.57it/s]\nEpoch 0: |          | 7795/? [50:35<00:00,  2.57it/s]\nEpoch 0: |          | 7795/? [50:35<00:00,  2.57it/s]\nEpoch 0: |          | 7796/? [50:35<00:00,  2.57it/s]\nEpoch 0: |          | 7796/? [50:35<00:00,  2.57it/s]\nEpoch 0: |          | 7797/? [50:35<00:00,  2.57it/s]\nEpoch 0: |          | 7797/? [50:35<00:00,  2.57it/s]\nEpoch 0: |          | 7798/? [50:36<00:00,  2.57it/s]\nEpoch 0: |          | 7798/? [50:36<00:00,  2.57it/s]\nEpoch 0: |          | 7799/? [50:36<00:00,  2.57it/s]\nEpoch 0: |          | 7799/? [50:36<00:00,  2.57it/s]\nEpoch 0: |          | 7800/? [50:36<00:00,  2.57it/s]\nEpoch 0: |          | 7800/? [50:36<00:00,  2.57it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.11it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.45it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.11it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.98it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 7800/? [50:36<00:00,  2.57it/s]\nEpoch 0: |          | 7801/? [50:37<00:00,  2.57it/s]\nEpoch 0: |          | 7801/? [50:37<00:00,  2.57it/s]\nEpoch 0: |          | 7802/? [50:37<00:00,  2.57it/s]\nEpoch 0: |          | 7802/? [50:37<00:00,  2.57it/s]\nEpoch 0: |          | 7803/? [50:37<00:00,  2.57it/s]\nEpoch 0: |          | 7803/? [50:37<00:00,  2.57it/s]\nEpoch 0: |          | 7804/? [50:38<00:00,  2.57it/s]\nEpoch 0: |          | 7804/? [50:38<00:00,  2.57it/s]\nEpoch 0: |          | 7805/? [50:38<00:00,  2.57it/s]\nEpoch 0: |          | 7805/? [50:38<00:00,  2.57it/s]\nEpoch 0: |          | 7806/? [50:38<00:00,  2.57it/s]\nEpoch 0: |          | 7806/? [50:38<00:00,  2.57it/s]\nEpoch 0: |          | 7807/? [50:38<00:00,  2.57it/s]\nEpoch 0: |          | 7807/? [50:38<00:00,  2.57it/s]\nEpoch 0: |          | 7808/? [50:39<00:00,  2.57it/s]\nEpoch 0: |          | 7808/? [50:39<00:00,  2.57it/s]\nEpoch 0: |          | 7809/? [50:39<00:00,  2.57it/s]\nEpoch 0: |          | 7809/? [50:39<00:00,  2.57it/s]\nEpoch 0: |          | 7810/? [50:39<00:00,  2.57it/s]\nEpoch 0: |          | 7810/? [50:39<00:00,  2.57it/s]\nEpoch 0: |          | 7811/? [50:40<00:00,  2.57it/s]\nEpoch 0: |          | 7811/? [50:40<00:00,  2.57it/s]\nEpoch 0: |          | 7812/? [50:40<00:00,  2.57it/s]\nEpoch 0: |          | 7812/? [50:40<00:00,  2.57it/s]\nEpoch 0: |          | 7813/? [50:40<00:00,  2.57it/s]\nEpoch 0: |          | 7813/? [50:40<00:00,  2.57it/s]\nEpoch 0: |          | 7814/? [50:40<00:00,  2.57it/s]\nEpoch 0: |          | 7814/? [50:40<00:00,  2.57it/s]\nEpoch 0: |          | 7815/? [50:41<00:00,  2.57it/s]\nEpoch 0: |          | 7815/? [50:41<00:00,  2.57it/s]\nEpoch 0: |          | 7816/? [50:41<00:00,  2.57it/s]\nEpoch 0: |          | 7816/? [50:41<00:00,  2.57it/s]\nEpoch 0: |          | 7817/? [50:41<00:00,  2.57it/s]\nEpoch 0: |          | 7817/? [50:41<00:00,  2.57it/s]\nEpoch 0: |          | 7818/? [50:42<00:00,  2.57it/s]\nEpoch 0: |          | 7818/? [50:42<00:00,  2.57it/s]\nEpoch 0: |          | 7819/? [50:42<00:00,  2.57it/s]\nEpoch 0: |          | 7819/? [50:42<00:00,  2.57it/s]\nEpoch 0: |          | 7820/? [50:42<00:00,  2.57it/s]\nEpoch 0: |          | 7820/? [50:42<00:00,  2.57it/s]\nEpoch 0: |          | 7821/? [50:42<00:00,  2.57it/s]\nEpoch 0: |          | 7821/? [50:42<00:00,  2.57it/s]\nEpoch 0: |          | 7822/? [50:43<00:00,  2.57it/s]\nEpoch 0: |          | 7822/? [50:43<00:00,  2.57it/s]\nEpoch 0: |          | 7823/? [50:43<00:00,  2.57it/s]\nEpoch 0: |          | 7823/? [50:43<00:00,  2.57it/s]\nEpoch 0: |          | 7824/? [50:43<00:00,  2.57it/s]\nEpoch 0: |          | 7824/? [50:43<00:00,  2.57it/s]\nEpoch 0: |          | 7825/? [50:44<00:00,  2.57it/s]\nEpoch 0: |          | 7825/? [50:44<00:00,  2.57it/s]\nEpoch 0: |          | 7826/? [50:44<00:00,  2.57it/s]\nEpoch 0: |          | 7826/? [50:44<00:00,  2.57it/s]\nEpoch 0: |          | 7827/? [50:44<00:00,  2.57it/s]\nEpoch 0: |          | 7827/? [50:44<00:00,  2.57it/s]\nEpoch 0: |          | 7828/? [50:44<00:00,  2.57it/s]\nEpoch 0: |          | 7828/? [50:44<00:00,  2.57it/s]\nEpoch 0: |          | 7829/? [50:45<00:00,  2.57it/s]\nEpoch 0: |          | 7829/? [50:45<00:00,  2.57it/s]\nEpoch 0: |          | 7830/? [50:45<00:00,  2.57it/s]\nEpoch 0: |          | 7830/? [50:45<00:00,  2.57it/s]\nEpoch 0: |          | 7831/? [50:45<00:00,  2.57it/s]\nEpoch 0: |          | 7831/? [50:45<00:00,  2.57it/s]\nEpoch 0: |          | 7832/? [50:46<00:00,  2.57it/s]\nEpoch 0: |          | 7832/? [50:46<00:00,  2.57it/s]\nEpoch 0: |          | 7833/? [50:46<00:00,  2.57it/s]\nEpoch 0: |          | 7833/? [50:46<00:00,  2.57it/s]\nEpoch 0: |          | 7834/? [50:46<00:00,  2.57it/s]\nEpoch 0: |          | 7834/? [50:46<00:00,  2.57it/s]\nEpoch 0: |          | 7835/? [50:46<00:00,  2.57it/s]\nEpoch 0: |          | 7835/? [50:46<00:00,  2.57it/s]\nEpoch 0: |          | 7836/? [50:47<00:00,  2.57it/s]\nEpoch 0: |          | 7836/? [50:47<00:00,  2.57it/s]\nEpoch 0: |          | 7837/? [50:47<00:00,  2.57it/s]\nEpoch 0: |          | 7837/? [50:47<00:00,  2.57it/s]\nEpoch 0: |          | 7838/? [50:47<00:00,  2.57it/s]\nEpoch 0: |          | 7838/? [50:47<00:00,  2.57it/s]\nEpoch 0: |          | 7839/? [50:47<00:00,  2.57it/s]\nEpoch 0: |          | 7839/? [50:47<00:00,  2.57it/s]\nEpoch 0: |          | 7840/? [50:48<00:00,  2.57it/s]\nEpoch 0: |          | 7840/? [50:48<00:00,  2.57it/s]\nEpoch 0: |          | 7841/? [50:48<00:00,  2.57it/s]\nEpoch 0: |          | 7841/? [50:48<00:00,  2.57it/s]\nEpoch 0: |          | 7842/? [50:48<00:00,  2.57it/s]\nEpoch 0: |          | 7842/? [50:48<00:00,  2.57it/s]\nEpoch 0: |          | 7843/? [50:49<00:00,  2.57it/s]\nEpoch 0: |          | 7843/? [50:49<00:00,  2.57it/s]\nEpoch 0: |          | 7844/? [50:49<00:00,  2.57it/s]\nEpoch 0: |          | 7844/? [50:49<00:00,  2.57it/s]\nEpoch 0: |          | 7845/? [50:49<00:00,  2.57it/s]\nEpoch 0: |          | 7845/? [50:49<00:00,  2.57it/s]\nEpoch 0: |          | 7846/? [50:49<00:00,  2.57it/s]\nEpoch 0: |          | 7846/? [50:49<00:00,  2.57it/s]\nEpoch 0: |          | 7847/? [50:50<00:00,  2.57it/s]\nEpoch 0: |          | 7847/? [50:50<00:00,  2.57it/s]\nEpoch 0: |          | 7848/? [50:50<00:00,  2.57it/s]\nEpoch 0: |          | 7848/? [50:50<00:00,  2.57it/s]\nEpoch 0: |          | 7849/? [50:50<00:00,  2.57it/s]\nEpoch 0: |          | 7849/? [50:50<00:00,  2.57it/s]\nEpoch 0: |          | 7850/? [50:50<00:00,  2.57it/s]\nEpoch 0: |          | 7850/? [50:50<00:00,  2.57it/s]\nEpoch 0: |          | 7851/? [50:51<00:00,  2.57it/s]\nEpoch 0: |          | 7851/? [50:51<00:00,  2.57it/s]\nEpoch 0: |          | 7852/? [50:51<00:00,  2.57it/s]\nEpoch 0: |          | 7852/? [50:51<00:00,  2.57it/s]\nEpoch 0: |          | 7853/? [50:51<00:00,  2.57it/s]\nEpoch 0: |          | 7853/? [50:51<00:00,  2.57it/s]\nEpoch 0: |          | 7854/? [50:52<00:00,  2.57it/s]\nEpoch 0: |          | 7854/? [50:52<00:00,  2.57it/s]\nEpoch 0: |          | 7855/? [50:52<00:00,  2.57it/s]\nEpoch 0: |          | 7855/? [50:52<00:00,  2.57it/s]\nEpoch 0: |          | 7856/? [50:52<00:00,  2.57it/s]\nEpoch 0: |          | 7856/? [50:52<00:00,  2.57it/s]\nEpoch 0: |          | 7857/? [50:52<00:00,  2.57it/s]\nEpoch 0: |          | 7857/? [50:52<00:00,  2.57it/s]\nEpoch 0: |          | 7858/? [50:53<00:00,  2.57it/s]\nEpoch 0: |          | 7858/? [50:53<00:00,  2.57it/s]\nEpoch 0: |          | 7859/? [50:53<00:00,  2.57it/s]\nEpoch 0: |          | 7859/? [50:53<00:00,  2.57it/s]\nEpoch 0: |          | 7860/? [50:53<00:00,  2.57it/s]\nEpoch 0: |          | 7860/? [50:53<00:00,  2.57it/s]\nEpoch 0: |          | 7861/? [50:54<00:00,  2.57it/s]\nEpoch 0: |          | 7861/? [50:54<00:00,  2.57it/s]\nEpoch 0: |          | 7862/? [50:54<00:00,  2.57it/s]\nEpoch 0: |          | 7862/? [50:54<00:00,  2.57it/s]\nEpoch 0: |          | 7863/? [50:54<00:00,  2.57it/s]\nEpoch 0: |          | 7863/? [50:54<00:00,  2.57it/s]\nEpoch 0: |          | 7864/? [50:54<00:00,  2.57it/s]\nEpoch 0: |          | 7864/? [50:54<00:00,  2.57it/s]\nEpoch 0: |          | 7865/? [50:55<00:00,  2.57it/s]\nEpoch 0: |          | 7865/? [50:55<00:00,  2.57it/s]\nEpoch 0: |          | 7866/? [50:55<00:00,  2.57it/s]\nEpoch 0: |          | 7866/? [50:55<00:00,  2.57it/s]\nEpoch 0: |          | 7867/? [50:55<00:00,  2.57it/s]\nEpoch 0: |          | 7867/? [50:55<00:00,  2.57it/s]\nEpoch 0: |          | 7868/? [50:55<00:00,  2.57it/s]\nEpoch 0: |          | 7868/? [50:55<00:00,  2.57it/s]\nEpoch 0: |          | 7869/? [50:56<00:00,  2.57it/s]\nEpoch 0: |          | 7869/? [50:56<00:00,  2.57it/s]\nEpoch 0: |          | 7870/? [50:56<00:00,  2.57it/s]\nEpoch 0: |          | 7870/? [50:56<00:00,  2.57it/s]\nEpoch 0: |          | 7871/? [50:56<00:00,  2.57it/s]\nEpoch 0: |          | 7871/? [50:56<00:00,  2.57it/s]\nEpoch 0: |          | 7872/? [50:57<00:00,  2.58it/s]\nEpoch 0: |          | 7872/? [50:57<00:00,  2.58it/s]\nEpoch 0: |          | 7873/? [50:57<00:00,  2.58it/s]\nEpoch 0: |          | 7873/? [50:57<00:00,  2.58it/s]\nEpoch 0: |          | 7874/? [50:57<00:00,  2.58it/s]\nEpoch 0: |          | 7874/? [50:57<00:00,  2.58it/s]\nEpoch 0: |          | 7875/? [50:57<00:00,  2.58it/s]\nEpoch 0: |          | 7875/? [50:57<00:00,  2.58it/s]\nEpoch 0: |          | 7876/? [50:58<00:00,  2.58it/s]\nEpoch 0: |          | 7876/? [50:58<00:00,  2.58it/s]\nEpoch 0: |          | 7877/? [50:58<00:00,  2.58it/s]\nEpoch 0: |          | 7877/? [50:58<00:00,  2.58it/s]\nEpoch 0: |          | 7878/? [50:58<00:00,  2.58it/s]\nEpoch 0: |          | 7878/? [50:58<00:00,  2.58it/s]\nEpoch 0: |          | 7879/? [50:59<00:00,  2.58it/s]\nEpoch 0: |          | 7879/? [50:59<00:00,  2.58it/s]\nEpoch 0: |          | 7880/? [50:59<00:00,  2.58it/s]\nEpoch 0: |          | 7880/? [50:59<00:00,  2.58it/s]\nEpoch 0: |          | 7881/? [50:59<00:00,  2.58it/s]\nEpoch 0: |          | 7881/? [50:59<00:00,  2.58it/s]\nEpoch 0: |          | 7882/? [50:59<00:00,  2.58it/s]\nEpoch 0: |          | 7882/? [50:59<00:00,  2.58it/s]\nEpoch 0: |          | 7883/? [51:00<00:00,  2.58it/s]\nEpoch 0: |          | 7883/? [51:00<00:00,  2.58it/s]\nEpoch 0: |          | 7884/? [51:00<00:00,  2.58it/s]\nEpoch 0: |          | 7884/? [51:00<00:00,  2.58it/s]\nEpoch 0: |          | 7885/? [51:00<00:00,  2.58it/s]\nEpoch 0: |          | 7885/? [51:00<00:00,  2.58it/s]\nEpoch 0: |          | 7886/? [51:00<00:00,  2.58it/s]\nEpoch 0: |          | 7886/? [51:00<00:00,  2.58it/s]\nEpoch 0: |          | 7887/? [51:01<00:00,  2.58it/s]\nEpoch 0: |          | 7887/? [51:01<00:00,  2.58it/s]\nEpoch 0: |          | 7888/? [51:01<00:00,  2.58it/s]\nEpoch 0: |          | 7888/? [51:01<00:00,  2.58it/s]\nEpoch 0: |          | 7889/? [51:01<00:00,  2.58it/s]\nEpoch 0: |          | 7889/? [51:01<00:00,  2.58it/s]\nEpoch 0: |          | 7890/? [51:02<00:00,  2.58it/s]\nEpoch 0: |          | 7890/? [51:02<00:00,  2.58it/s]\nEpoch 0: |          | 7891/? [51:02<00:00,  2.58it/s]\nEpoch 0: |          | 7891/? [51:02<00:00,  2.58it/s]\nEpoch 0: |          | 7892/? [51:02<00:00,  2.58it/s]\nEpoch 0: |          | 7892/? [51:02<00:00,  2.58it/s]\nEpoch 0: |          | 7893/? [51:02<00:00,  2.58it/s]\nEpoch 0: |          | 7893/? [51:02<00:00,  2.58it/s]\nEpoch 0: |          | 7894/? [51:03<00:00,  2.58it/s]\nEpoch 0: |          | 7894/? [51:03<00:00,  2.58it/s]\nEpoch 0: |          | 7895/? [51:03<00:00,  2.58it/s]\nEpoch 0: |          | 7895/? [51:03<00:00,  2.58it/s]\nEpoch 0: |          | 7896/? [51:03<00:00,  2.58it/s]\nEpoch 0: |          | 7896/? [51:03<00:00,  2.58it/s]\nEpoch 0: |          | 7897/? [51:03<00:00,  2.58it/s]\nEpoch 0: |          | 7897/? [51:03<00:00,  2.58it/s]\nEpoch 0: |          | 7898/? [51:04<00:00,  2.58it/s]\nEpoch 0: |          | 7898/? [51:04<00:00,  2.58it/s]\nEpoch 0: |          | 7899/? [51:04<00:00,  2.58it/s]\nEpoch 0: |          | 7899/? [51:04<00:00,  2.58it/s]\nEpoch 0: |          | 7900/? [51:04<00:00,  2.58it/s]\nEpoch 0: |          | 7900/? [51:04<00:00,  2.58it/s]\nEpoch 0: |          | 7901/? [51:05<00:00,  2.58it/s]\nEpoch 0: |          | 7901/? [51:05<00:00,  2.58it/s]\nEpoch 0: |          | 7902/? [51:05<00:00,  2.58it/s]\nEpoch 0: |          | 7902/? [51:05<00:00,  2.58it/s]\nEpoch 0: |          | 7903/? [51:05<00:00,  2.58it/s]\nEpoch 0: |          | 7903/? [51:05<00:00,  2.58it/s]\nEpoch 0: |          | 7904/? [51:05<00:00,  2.58it/s]\nEpoch 0: |          | 7904/? [51:05<00:00,  2.58it/s]\nEpoch 0: |          | 7905/? [51:06<00:00,  2.58it/s]\nEpoch 0: |          | 7905/? [51:06<00:00,  2.58it/s]\nEpoch 0: |          | 7906/? [51:06<00:00,  2.58it/s]\nEpoch 0: |          | 7906/? [51:06<00:00,  2.58it/s]\nEpoch 0: |          | 7907/? [51:06<00:00,  2.58it/s]\nEpoch 0: |          | 7907/? [51:06<00:00,  2.58it/s]\nEpoch 0: |          | 7908/? [51:06<00:00,  2.58it/s]\nEpoch 0: |          | 7908/? [51:06<00:00,  2.58it/s]\nEpoch 0: |          | 7909/? [51:07<00:00,  2.58it/s]\nEpoch 0: |          | 7909/? [51:07<00:00,  2.58it/s]\nEpoch 0: |          | 7910/? [51:07<00:00,  2.58it/s]\nEpoch 0: |          | 7910/? [51:07<00:00,  2.58it/s]\nEpoch 0: |          | 7911/? [51:07<00:00,  2.58it/s]\nEpoch 0: |          | 7911/? [51:07<00:00,  2.58it/s]\nEpoch 0: |          | 7912/? [51:08<00:00,  2.58it/s]\nEpoch 0: |          | 7912/? [51:08<00:00,  2.58it/s]\nEpoch 0: |          | 7913/? [51:08<00:00,  2.58it/s]\nEpoch 0: |          | 7913/? [51:08<00:00,  2.58it/s]\nEpoch 0: |          | 7914/? [51:08<00:00,  2.58it/s]\nEpoch 0: |          | 7914/? [51:08<00:00,  2.58it/s]\nEpoch 0: |          | 7915/? [51:08<00:00,  2.58it/s]\nEpoch 0: |          | 7915/? [51:08<00:00,  2.58it/s]\nEpoch 0: |          | 7916/? [51:09<00:00,  2.58it/s]\nEpoch 0: |          | 7916/? [51:09<00:00,  2.58it/s]\nEpoch 0: |          | 7917/? [51:09<00:00,  2.58it/s]\nEpoch 0: |          | 7917/? [51:09<00:00,  2.58it/s]\nEpoch 0: |          | 7918/? [51:09<00:00,  2.58it/s]\nEpoch 0: |          | 7918/? [51:09<00:00,  2.58it/s]\nEpoch 0: |          | 7919/? [51:10<00:00,  2.58it/s]\nEpoch 0: |          | 7919/? [51:10<00:00,  2.58it/s]\nEpoch 0: |          | 7920/? [51:10<00:00,  2.58it/s]\nEpoch 0: |          | 7920/? [51:10<00:00,  2.58it/s]\nEpoch 0: |          | 7921/? [51:10<00:00,  2.58it/s]\nEpoch 0: |          | 7921/? [51:10<00:00,  2.58it/s]\nEpoch 0: |          | 7922/? [51:10<00:00,  2.58it/s]\nEpoch 0: |          | 7922/? [51:10<00:00,  2.58it/s]\nEpoch 0: |          | 7923/? [51:11<00:00,  2.58it/s]\nEpoch 0: |          | 7923/? [51:11<00:00,  2.58it/s]\nEpoch 0: |          | 7924/? [51:11<00:00,  2.58it/s]\nEpoch 0: |          | 7924/? [51:11<00:00,  2.58it/s]\nEpoch 0: |          | 7925/? [51:11<00:00,  2.58it/s]\nEpoch 0: |          | 7925/? [51:11<00:00,  2.58it/s]\nEpoch 0: |          | 7926/? [51:11<00:00,  2.58it/s]\nEpoch 0: |          | 7926/? [51:11<00:00,  2.58it/s]\nEpoch 0: |          | 7927/? [51:12<00:00,  2.58it/s]\nEpoch 0: |          | 7927/? [51:12<00:00,  2.58it/s]\nEpoch 0: |          | 7928/? [51:12<00:00,  2.58it/s]\nEpoch 0: |          | 7928/? [51:12<00:00,  2.58it/s]\nEpoch 0: |          | 7929/? [51:12<00:00,  2.58it/s]\nEpoch 0: |          | 7929/? [51:12<00:00,  2.58it/s]\nEpoch 0: |          | 7930/? [51:13<00:00,  2.58it/s]\nEpoch 0: |          | 7930/? [51:13<00:00,  2.58it/s]\nEpoch 0: |          | 7931/? [51:13<00:00,  2.58it/s]\nEpoch 0: |          | 7931/? [51:13<00:00,  2.58it/s]\nEpoch 0: |          | 7932/? [51:13<00:00,  2.58it/s]\nEpoch 0: |          | 7932/? [51:13<00:00,  2.58it/s]\nEpoch 0: |          | 7933/? [51:13<00:00,  2.58it/s]\nEpoch 0: |          | 7933/? [51:13<00:00,  2.58it/s]\nEpoch 0: |          | 7934/? [51:14<00:00,  2.58it/s]\nEpoch 0: |          | 7934/? [51:14<00:00,  2.58it/s]\nEpoch 0: |          | 7935/? [51:14<00:00,  2.58it/s]\nEpoch 0: |          | 7935/? [51:14<00:00,  2.58it/s]\nEpoch 0: |          | 7936/? [51:14<00:00,  2.58it/s]\nEpoch 0: |          | 7936/? [51:14<00:00,  2.58it/s]\nEpoch 0: |          | 7937/? [51:14<00:00,  2.58it/s]\nEpoch 0: |          | 7937/? [51:14<00:00,  2.58it/s]\nEpoch 0: |          | 7938/? [51:15<00:00,  2.58it/s]\nEpoch 0: |          | 7938/? [51:15<00:00,  2.58it/s]\nEpoch 0: |          | 7939/? [51:15<00:00,  2.58it/s]\nEpoch 0: |          | 7939/? [51:15<00:00,  2.58it/s]\nEpoch 0: |          | 7940/? [51:15<00:00,  2.58it/s]\nEpoch 0: |          | 7940/? [51:15<00:00,  2.58it/s]\nEpoch 0: |          | 7941/? [51:16<00:00,  2.58it/s]\nEpoch 0: |          | 7941/? [51:16<00:00,  2.58it/s]\nEpoch 0: |          | 7942/? [51:16<00:00,  2.58it/s]\nEpoch 0: |          | 7942/? [51:16<00:00,  2.58it/s]\nEpoch 0: |          | 7943/? [51:16<00:00,  2.58it/s]\nEpoch 0: |          | 7943/? [51:16<00:00,  2.58it/s]\nEpoch 0: |          | 7944/? [51:16<00:00,  2.58it/s]\nEpoch 0: |          | 7944/? [51:16<00:00,  2.58it/s]\nEpoch 0: |          | 7945/? [51:17<00:00,  2.58it/s]\nEpoch 0: |          | 7945/? [51:17<00:00,  2.58it/s]\nEpoch 0: |          | 7946/? [51:17<00:00,  2.58it/s]\nEpoch 0: |          | 7946/? [51:17<00:00,  2.58it/s]\nEpoch 0: |          | 7947/? [51:17<00:00,  2.58it/s]\nEpoch 0: |          | 7947/? [51:17<00:00,  2.58it/s]\nEpoch 0: |          | 7948/? [51:18<00:00,  2.58it/s]\nEpoch 0: |          | 7948/? [51:18<00:00,  2.58it/s]\nEpoch 0: |          | 7949/? [51:18<00:00,  2.58it/s]\nEpoch 0: |          | 7949/? [51:18<00:00,  2.58it/s]\nEpoch 0: |          | 7950/? [51:18<00:00,  2.58it/s]\nEpoch 0: |          | 7950/? [51:18<00:00,  2.58it/s]\nEpoch 0: |          | 7951/? [51:18<00:00,  2.58it/s]\nEpoch 0: |          | 7951/? [51:18<00:00,  2.58it/s]\nEpoch 0: |          | 7952/? [51:19<00:00,  2.58it/s]\nEpoch 0: |          | 7952/? [51:19<00:00,  2.58it/s]\nEpoch 0: |          | 7953/? [51:19<00:00,  2.58it/s]\nEpoch 0: |          | 7953/? [51:19<00:00,  2.58it/s]\nEpoch 0: |          | 7954/? [51:19<00:00,  2.58it/s]\nEpoch 0: |          | 7954/? [51:19<00:00,  2.58it/s]\nEpoch 0: |          | 7955/? [51:19<00:00,  2.58it/s]\nEpoch 0: |          | 7955/? [51:19<00:00,  2.58it/s]\nEpoch 0: |          | 7956/? [51:20<00:00,  2.58it/s]\nEpoch 0: |          | 7956/? [51:20<00:00,  2.58it/s]\nEpoch 0: |          | 7957/? [51:20<00:00,  2.58it/s]\nEpoch 0: |          | 7957/? [51:20<00:00,  2.58it/s]\nEpoch 0: |          | 7958/? [51:20<00:00,  2.58it/s]\nEpoch 0: |          | 7958/? [51:20<00:00,  2.58it/s]\nEpoch 0: |          | 7959/? [51:21<00:00,  2.58it/s]\nEpoch 0: |          | 7959/? [51:21<00:00,  2.58it/s]\nEpoch 0: |          | 7960/? [51:21<00:00,  2.58it/s]\nEpoch 0: |          | 7960/? [51:21<00:00,  2.58it/s]\nEpoch 0: |          | 7961/? [51:21<00:00,  2.58it/s]\nEpoch 0: |          | 7961/? [51:21<00:00,  2.58it/s]\nEpoch 0: |          | 7962/? [51:21<00:00,  2.58it/s]\nEpoch 0: |          | 7962/? [51:21<00:00,  2.58it/s]\nEpoch 0: |          | 7963/? [51:22<00:00,  2.58it/s]\nEpoch 0: |          | 7963/? [51:22<00:00,  2.58it/s]\nEpoch 0: |          | 7964/? [51:22<00:00,  2.58it/s]\nEpoch 0: |          | 7964/? [51:22<00:00,  2.58it/s]\nEpoch 0: |          | 7965/? [51:22<00:00,  2.58it/s]\nEpoch 0: |          | 7965/? [51:22<00:00,  2.58it/s]\nEpoch 0: |          | 7966/? [51:22<00:00,  2.58it/s]\nEpoch 0: |          | 7966/? [51:22<00:00,  2.58it/s]\nEpoch 0: |          | 7967/? [51:23<00:00,  2.58it/s]\nEpoch 0: |          | 7967/? [51:23<00:00,  2.58it/s]\nEpoch 0: |          | 7968/? [51:23<00:00,  2.58it/s]\nEpoch 0: |          | 7968/? [51:23<00:00,  2.58it/s]\nEpoch 0: |          | 7969/? [51:23<00:00,  2.58it/s]\nEpoch 0: |          | 7969/? [51:23<00:00,  2.58it/s]\nEpoch 0: |          | 7970/? [51:24<00:00,  2.58it/s]\nEpoch 0: |          | 7970/? [51:24<00:00,  2.58it/s]\nEpoch 0: |          | 7971/? [51:24<00:00,  2.58it/s]\nEpoch 0: |          | 7971/? [51:24<00:00,  2.58it/s]\nEpoch 0: |          | 7972/? [51:24<00:00,  2.58it/s]\nEpoch 0: |          | 7972/? [51:24<00:00,  2.58it/s]\nEpoch 0: |          | 7973/? [51:24<00:00,  2.58it/s]\nEpoch 0: |          | 7973/? [51:24<00:00,  2.58it/s]\nEpoch 0: |          | 7974/? [51:25<00:00,  2.58it/s]\nEpoch 0: |          | 7974/? [51:25<00:00,  2.58it/s]\nEpoch 0: |          | 7975/? [51:25<00:00,  2.58it/s]\nEpoch 0: |          | 7975/? [51:25<00:00,  2.58it/s]\nEpoch 0: |          | 7976/? [51:25<00:00,  2.58it/s]\nEpoch 0: |          | 7976/? [51:25<00:00,  2.58it/s]\nEpoch 0: |          | 7977/? [51:26<00:00,  2.58it/s]\nEpoch 0: |          | 7977/? [51:26<00:00,  2.58it/s]\nEpoch 0: |          | 7978/? [51:26<00:00,  2.58it/s]\nEpoch 0: |          | 7978/? [51:26<00:00,  2.58it/s]\nEpoch 0: |          | 7979/? [51:26<00:00,  2.59it/s]\nEpoch 0: |          | 7979/? [51:26<00:00,  2.59it/s]\nEpoch 0: |          | 7980/? [51:26<00:00,  2.59it/s]\nEpoch 0: |          | 7980/? [51:26<00:00,  2.59it/s]\nEpoch 0: |          | 7981/? [51:27<00:00,  2.59it/s]\nEpoch 0: |          | 7981/? [51:27<00:00,  2.59it/s]\nEpoch 0: |          | 7982/? [51:27<00:00,  2.59it/s]\nEpoch 0: |          | 7982/? [51:27<00:00,  2.59it/s]\nEpoch 0: |          | 7983/? [51:27<00:00,  2.59it/s]\nEpoch 0: |          | 7983/? [51:27<00:00,  2.59it/s]\nEpoch 0: |          | 7984/? [51:27<00:00,  2.59it/s]\nEpoch 0: |          | 7984/? [51:27<00:00,  2.59it/s]\nEpoch 0: |          | 7985/? [51:28<00:00,  2.59it/s]\nEpoch 0: |          | 7985/? [51:28<00:00,  2.59it/s]\nEpoch 0: |          | 7986/? [51:28<00:00,  2.59it/s]\nEpoch 0: |          | 7986/? [51:28<00:00,  2.59it/s]\nEpoch 0: |          | 7987/? [51:28<00:00,  2.59it/s]\nEpoch 0: |          | 7987/? [51:28<00:00,  2.59it/s]\nEpoch 0: |          | 7988/? [51:28<00:00,  2.59it/s]\nEpoch 0: |          | 7988/? [51:28<00:00,  2.59it/s]\nEpoch 0: |          | 7989/? [51:29<00:00,  2.59it/s]\nEpoch 0: |          | 7989/? [51:29<00:00,  2.59it/s]\nEpoch 0: |          | 7990/? [51:29<00:00,  2.59it/s]\nEpoch 0: |          | 7990/? [51:29<00:00,  2.59it/s]\nEpoch 0: |          | 7991/? [51:29<00:00,  2.59it/s]\nEpoch 0: |          | 7991/? [51:29<00:00,  2.59it/s]\nEpoch 0: |          | 7992/? [51:30<00:00,  2.59it/s]\nEpoch 0: |          | 7992/? [51:30<00:00,  2.59it/s]\nEpoch 0: |          | 7993/? [51:30<00:00,  2.59it/s]\nEpoch 0: |          | 7993/? [51:30<00:00,  2.59it/s]\nEpoch 0: |          | 7994/? [51:30<00:00,  2.59it/s]\nEpoch 0: |          | 7994/? [51:30<00:00,  2.59it/s]\nEpoch 0: |          | 7995/? [51:30<00:00,  2.59it/s]\nEpoch 0: |          | 7995/? [51:30<00:00,  2.59it/s]\nEpoch 0: |          | 7996/? [51:31<00:00,  2.59it/s]\nEpoch 0: |          | 7996/? [51:31<00:00,  2.59it/s]\nEpoch 0: |          | 7997/? [51:31<00:00,  2.59it/s]\nEpoch 0: |          | 7997/? [51:31<00:00,  2.59it/s]\nEpoch 0: |          | 7998/? [51:31<00:00,  2.59it/s]\nEpoch 0: |          | 7998/? [51:31<00:00,  2.59it/s]\nEpoch 0: |          | 7999/? [51:31<00:00,  2.59it/s]\nEpoch 0: |          | 7999/? [51:31<00:00,  2.59it/s]\nEpoch 0: |          | 8000/? [51:32<00:00,  2.59it/s]\nEpoch 0: |          | 8000/? [51:32<00:00,  2.59it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.75it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.83it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.50it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.72it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 8000/? [51:32<00:00,  2.59it/s]\nEpoch 0: |          | 8001/? [51:32<00:00,  2.59it/s]\nEpoch 0: |          | 8001/? [51:32<00:00,  2.59it/s]\nEpoch 0: |          | 8002/? [51:33<00:00,  2.59it/s]\nEpoch 0: |          | 8002/? [51:33<00:00,  2.59it/s]\nEpoch 0: |          | 8003/? [51:33<00:00,  2.59it/s]\nEpoch 0: |          | 8003/? [51:33<00:00,  2.59it/s]\nEpoch 0: |          | 8004/? [51:33<00:00,  2.59it/s]\nEpoch 0: |          | 8004/? [51:33<00:00,  2.59it/s]\nEpoch 0: |          | 8005/? [51:33<00:00,  2.59it/s]\nEpoch 0: |          | 8005/? [51:33<00:00,  2.59it/s]\nEpoch 0: |          | 8006/? [51:34<00:00,  2.59it/s]\nEpoch 0: |          | 8006/? [51:34<00:00,  2.59it/s]\nEpoch 0: |          | 8007/? [51:34<00:00,  2.59it/s]\nEpoch 0: |          | 8007/? [51:34<00:00,  2.59it/s]\nEpoch 0: |          | 8008/? [51:34<00:00,  2.59it/s]\nEpoch 0: |          | 8008/? [51:34<00:00,  2.59it/s]\nEpoch 0: |          | 8009/? [51:35<00:00,  2.59it/s]\nEpoch 0: |          | 8009/? [51:35<00:00,  2.59it/s]\nEpoch 0: |          | 8010/? [51:35<00:00,  2.59it/s]\nEpoch 0: |          | 8010/? [51:35<00:00,  2.59it/s]\nEpoch 0: |          | 8011/? [51:35<00:00,  2.59it/s]\nEpoch 0: |          | 8011/? [51:35<00:00,  2.59it/s]\nEpoch 0: |          | 8012/? [51:35<00:00,  2.59it/s]\nEpoch 0: |          | 8012/? [51:35<00:00,  2.59it/s]\nEpoch 0: |          | 8013/? [51:36<00:00,  2.59it/s]\nEpoch 0: |          | 8013/? [51:36<00:00,  2.59it/s]\nEpoch 0: |          | 8014/? [51:36<00:00,  2.59it/s]\nEpoch 0: |          | 8014/? [51:36<00:00,  2.59it/s]\nEpoch 0: |          | 8015/? [51:36<00:00,  2.59it/s]\nEpoch 0: |          | 8015/? [51:36<00:00,  2.59it/s]\nEpoch 0: |          | 8016/? [51:36<00:00,  2.59it/s]\nEpoch 0: |          | 8016/? [51:36<00:00,  2.59it/s]\nEpoch 0: |          | 8017/? [51:37<00:00,  2.59it/s]\nEpoch 0: |          | 8017/? [51:37<00:00,  2.59it/s]\nEpoch 0: |          | 8018/? [51:37<00:00,  2.59it/s]\nEpoch 0: |          | 8018/? [51:37<00:00,  2.59it/s]\nEpoch 0: |          | 8019/? [51:37<00:00,  2.59it/s]\nEpoch 0: |          | 8019/? [51:37<00:00,  2.59it/s]\nEpoch 0: |          | 8020/? [51:37<00:00,  2.59it/s]\nEpoch 0: |          | 8020/? [51:37<00:00,  2.59it/s]\nEpoch 0: |          | 8021/? [51:38<00:00,  2.59it/s]\nEpoch 0: |          | 8021/? [51:38<00:00,  2.59it/s]\nEpoch 0: |          | 8022/? [51:38<00:00,  2.59it/s]\nEpoch 0: |          | 8022/? [51:38<00:00,  2.59it/s]\nEpoch 0: |          | 8023/? [51:38<00:00,  2.59it/s]\nEpoch 0: |          | 8023/? [51:38<00:00,  2.59it/s]\nEpoch 0: |          | 8024/? [51:39<00:00,  2.59it/s]\nEpoch 0: |          | 8024/? [51:39<00:00,  2.59it/s]\nEpoch 0: |          | 8025/? [51:39<00:00,  2.59it/s]\nEpoch 0: |          | 8025/? [51:39<00:00,  2.59it/s]\nEpoch 0: |          | 8026/? [51:39<00:00,  2.59it/s]\nEpoch 0: |          | 8026/? [51:39<00:00,  2.59it/s]\nEpoch 0: |          | 8027/? [51:39<00:00,  2.59it/s]\nEpoch 0: |          | 8027/? [51:39<00:00,  2.59it/s]\nEpoch 0: |          | 8028/? [51:40<00:00,  2.59it/s]\nEpoch 0: |          | 8028/? [51:40<00:00,  2.59it/s]\nEpoch 0: |          | 8029/? [51:40<00:00,  2.59it/s]\nEpoch 0: |          | 8029/? [51:40<00:00,  2.59it/s]\nEpoch 0: |          | 8030/? [51:40<00:00,  2.59it/s]\nEpoch 0: |          | 8030/? [51:40<00:00,  2.59it/s]\nEpoch 0: |          | 8031/? [51:40<00:00,  2.59it/s]\nEpoch 0: |          | 8031/? [51:40<00:00,  2.59it/s]\nEpoch 0: |          | 8032/? [51:41<00:00,  2.59it/s]\nEpoch 0: |          | 8032/? [51:41<00:00,  2.59it/s]\nEpoch 0: |          | 8033/? [51:41<00:00,  2.59it/s]\nEpoch 0: |          | 8033/? [51:41<00:00,  2.59it/s]\nEpoch 0: |          | 8034/? [51:41<00:00,  2.59it/s]\nEpoch 0: |          | 8034/? [51:41<00:00,  2.59it/s]\nEpoch 0: |          | 8035/? [51:42<00:00,  2.59it/s]\nEpoch 0: |          | 8035/? [51:42<00:00,  2.59it/s]\nEpoch 0: |          | 8036/? [51:42<00:00,  2.59it/s]\nEpoch 0: |          | 8036/? [51:42<00:00,  2.59it/s]\nEpoch 0: |          | 8037/? [51:42<00:00,  2.59it/s]\nEpoch 0: |          | 8037/? [51:42<00:00,  2.59it/s]\nEpoch 0: |          | 8038/? [51:42<00:00,  2.59it/s]\nEpoch 0: |          | 8038/? [51:42<00:00,  2.59it/s]\nEpoch 0: |          | 8039/? [51:43<00:00,  2.59it/s]\nEpoch 0: |          | 8039/? [51:43<00:00,  2.59it/s]\nEpoch 0: |          | 8040/? [51:43<00:00,  2.59it/s]\nEpoch 0: |          | 8040/? [51:43<00:00,  2.59it/s]\nEpoch 0: |          | 8041/? [51:43<00:00,  2.59it/s]\nEpoch 0: |          | 8041/? [51:43<00:00,  2.59it/s]\nEpoch 0: |          | 8042/? [51:43<00:00,  2.59it/s]\nEpoch 0: |          | 8042/? [51:43<00:00,  2.59it/s]\nEpoch 0: |          | 8043/? [51:44<00:00,  2.59it/s]\nEpoch 0: |          | 8043/? [51:44<00:00,  2.59it/s]\nEpoch 0: |          | 8044/? [51:44<00:00,  2.59it/s]\nEpoch 0: |          | 8044/? [51:44<00:00,  2.59it/s]\nEpoch 0: |          | 8045/? [51:44<00:00,  2.59it/s]\nEpoch 0: |          | 8045/? [51:44<00:00,  2.59it/s]\nEpoch 0: |          | 8046/? [51:45<00:00,  2.59it/s]\nEpoch 0: |          | 8046/? [51:45<00:00,  2.59it/s]\nEpoch 0: |          | 8047/? [51:45<00:00,  2.59it/s]\nEpoch 0: |          | 8047/? [51:45<00:00,  2.59it/s]\nEpoch 0: |          | 8048/? [51:45<00:00,  2.59it/s]\nEpoch 0: |          | 8048/? [51:45<00:00,  2.59it/s]\nEpoch 0: |          | 8049/? [51:45<00:00,  2.59it/s]\nEpoch 0: |          | 8049/? [51:45<00:00,  2.59it/s]\nEpoch 0: |          | 8050/? [51:46<00:00,  2.59it/s]\nEpoch 0: |          | 8050/? [51:46<00:00,  2.59it/s]\nEpoch 0: |          | 8051/? [51:46<00:00,  2.59it/s]\nEpoch 0: |          | 8051/? [51:46<00:00,  2.59it/s]\nEpoch 0: |          | 8052/? [51:46<00:00,  2.59it/s]\nEpoch 0: |          | 8052/? [51:46<00:00,  2.59it/s]\nEpoch 0: |          | 8053/? [51:46<00:00,  2.59it/s]\nEpoch 0: |          | 8053/? [51:46<00:00,  2.59it/s]\nEpoch 0: |          | 8054/? [51:47<00:00,  2.59it/s]\nEpoch 0: |          | 8054/? [51:47<00:00,  2.59it/s]\nEpoch 0: |          | 8055/? [51:47<00:00,  2.59it/s]\nEpoch 0: |          | 8055/? [51:47<00:00,  2.59it/s]\nEpoch 0: |          | 8056/? [51:47<00:00,  2.59it/s]\nEpoch 0: |          | 8056/? [51:47<00:00,  2.59it/s]\nEpoch 0: |          | 8057/? [51:48<00:00,  2.59it/s]\nEpoch 0: |          | 8057/? [51:48<00:00,  2.59it/s]\nEpoch 0: |          | 8058/? [51:48<00:00,  2.59it/s]\nEpoch 0: |          | 8058/? [51:48<00:00,  2.59it/s]\nEpoch 0: |          | 8059/? [51:48<00:00,  2.59it/s]\nEpoch 0: |          | 8059/? [51:48<00:00,  2.59it/s]\nEpoch 0: |          | 8060/? [51:48<00:00,  2.59it/s]\nEpoch 0: |          | 8060/? [51:48<00:00,  2.59it/s]\nEpoch 0: |          | 8061/? [51:49<00:00,  2.59it/s]\nEpoch 0: |          | 8061/? [51:49<00:00,  2.59it/s]\nEpoch 0: |          | 8062/? [51:49<00:00,  2.59it/s]\nEpoch 0: |          | 8062/? [51:49<00:00,  2.59it/s]\nEpoch 0: |          | 8063/? [51:49<00:00,  2.59it/s]\nEpoch 0: |          | 8063/? [51:49<00:00,  2.59it/s]\nEpoch 0: |          | 8064/? [51:49<00:00,  2.59it/s]\nEpoch 0: |          | 8064/? [51:49<00:00,  2.59it/s]\nEpoch 0: |          | 8065/? [51:50<00:00,  2.59it/s]\nEpoch 0: |          | 8065/? [51:50<00:00,  2.59it/s]\nEpoch 0: |          | 8066/? [51:50<00:00,  2.59it/s]\nEpoch 0: |          | 8066/? [51:50<00:00,  2.59it/s]\nEpoch 0: |          | 8067/? [51:50<00:00,  2.59it/s]\nEpoch 0: |          | 8067/? [51:50<00:00,  2.59it/s]\nEpoch 0: |          | 8068/? [51:50<00:00,  2.59it/s]\nEpoch 0: |          | 8068/? [51:50<00:00,  2.59it/s]\nEpoch 0: |          | 8069/? [51:51<00:00,  2.59it/s]\nEpoch 0: |          | 8069/? [51:51<00:00,  2.59it/s]\nEpoch 0: |          | 8070/? [51:51<00:00,  2.59it/s]\nEpoch 0: |          | 8070/? [51:51<00:00,  2.59it/s]\nEpoch 0: |          | 8071/? [51:51<00:00,  2.59it/s]\nEpoch 0: |          | 8071/? [51:51<00:00,  2.59it/s]\nEpoch 0: |          | 8072/? [51:52<00:00,  2.59it/s]\nEpoch 0: |          | 8072/? [51:52<00:00,  2.59it/s]\nEpoch 0: |          | 8073/? [51:52<00:00,  2.59it/s]\nEpoch 0: |          | 8073/? [51:52<00:00,  2.59it/s]\nEpoch 0: |          | 8074/? [51:52<00:00,  2.59it/s]\nEpoch 0: |          | 8074/? [51:52<00:00,  2.59it/s]\nEpoch 0: |          | 8075/? [51:52<00:00,  2.59it/s]\nEpoch 0: |          | 8075/? [51:52<00:00,  2.59it/s]\nEpoch 0: |          | 8076/? [51:53<00:00,  2.59it/s]\nEpoch 0: |          | 8076/? [51:53<00:00,  2.59it/s]\nEpoch 0: |          | 8077/? [51:53<00:00,  2.59it/s]\nEpoch 0: |          | 8077/? [51:53<00:00,  2.59it/s]\nEpoch 0: |          | 8078/? [51:53<00:00,  2.59it/s]\nEpoch 0: |          | 8078/? [51:53<00:00,  2.59it/s]\nEpoch 0: |          | 8079/? [51:53<00:00,  2.59it/s]\nEpoch 0: |          | 8079/? [51:53<00:00,  2.59it/s]\nEpoch 0: |          | 8080/? [51:54<00:00,  2.59it/s]\nEpoch 0: |          | 8080/? [51:54<00:00,  2.59it/s]\nEpoch 0: |          | 8081/? [51:54<00:00,  2.59it/s]\nEpoch 0: |          | 8081/? [51:54<00:00,  2.59it/s]\nEpoch 0: |          | 8082/? [51:54<00:00,  2.59it/s]\nEpoch 0: |          | 8082/? [51:54<00:00,  2.59it/s]\nEpoch 0: |          | 8083/? [51:54<00:00,  2.59it/s]\nEpoch 0: |          | 8083/? [51:54<00:00,  2.59it/s]\nEpoch 0: |          | 8084/? [51:55<00:00,  2.59it/s]\nEpoch 0: |          | 8084/? [51:55<00:00,  2.59it/s]\nEpoch 0: |          | 8085/? [51:55<00:00,  2.60it/s]\nEpoch 0: |          | 8085/? [51:55<00:00,  2.60it/s]\nEpoch 0: |          | 8086/? [51:55<00:00,  2.60it/s]\nEpoch 0: |          | 8086/? [51:55<00:00,  2.60it/s]\nEpoch 0: |          | 8087/? [51:56<00:00,  2.60it/s]\nEpoch 0: |          | 8087/? [51:56<00:00,  2.60it/s]\nEpoch 0: |          | 8088/? [51:56<00:00,  2.60it/s]\nEpoch 0: |          | 8088/? [51:56<00:00,  2.60it/s]\nEpoch 0: |          | 8089/? [51:56<00:00,  2.60it/s]\nEpoch 0: |          | 8089/? [51:56<00:00,  2.60it/s]\nEpoch 0: |          | 8090/? [51:56<00:00,  2.60it/s]\nEpoch 0: |          | 8090/? [51:56<00:00,  2.60it/s]\nEpoch 0: |          | 8091/? [51:57<00:00,  2.60it/s]\nEpoch 0: |          | 8091/? [51:57<00:00,  2.60it/s]\nEpoch 0: |          | 8092/? [51:57<00:00,  2.60it/s]\nEpoch 0: |          | 8092/? [51:57<00:00,  2.60it/s]\nEpoch 0: |          | 8093/? [51:57<00:00,  2.60it/s]\nEpoch 0: |          | 8093/? [51:57<00:00,  2.60it/s]\nEpoch 0: |          | 8094/? [51:58<00:00,  2.60it/s]\nEpoch 0: |          | 8094/? [51:58<00:00,  2.60it/s]\nEpoch 0: |          | 8095/? [51:58<00:00,  2.60it/s]\nEpoch 0: |          | 8095/? [51:58<00:00,  2.60it/s]\nEpoch 0: |          | 8096/? [51:58<00:00,  2.60it/s]\nEpoch 0: |          | 8096/? [51:58<00:00,  2.60it/s]\nEpoch 0: |          | 8097/? [51:58<00:00,  2.60it/s]\nEpoch 0: |          | 8097/? [51:58<00:00,  2.60it/s]\nEpoch 0: |          | 8098/? [51:59<00:00,  2.60it/s]\nEpoch 0: |          | 8098/? [51:59<00:00,  2.60it/s]\nEpoch 0: |          | 8099/? [51:59<00:00,  2.60it/s]\nEpoch 0: |          | 8099/? [51:59<00:00,  2.60it/s]\nEpoch 0: |          | 8100/? [51:59<00:00,  2.60it/s]\nEpoch 0: |          | 8100/? [51:59<00:00,  2.60it/s]\nEpoch 0: |          | 8101/? [51:59<00:00,  2.60it/s]\nEpoch 0: |          | 8101/? [51:59<00:00,  2.60it/s]\nEpoch 0: |          | 8102/? [52:00<00:00,  2.60it/s]\nEpoch 0: |          | 8102/? [52:00<00:00,  2.60it/s]\nEpoch 0: |          | 8103/? [52:00<00:00,  2.60it/s]\nEpoch 0: |          | 8103/? [52:00<00:00,  2.60it/s]\nEpoch 0: |          | 8104/? [52:00<00:00,  2.60it/s]\nEpoch 0: |          | 8104/? [52:00<00:00,  2.60it/s]\nEpoch 0: |          | 8105/? [52:01<00:00,  2.60it/s]\nEpoch 0: |          | 8105/? [52:01<00:00,  2.60it/s]\nEpoch 0: |          | 8106/? [52:01<00:00,  2.60it/s]\nEpoch 0: |          | 8106/? [52:01<00:00,  2.60it/s]\nEpoch 0: |          | 8107/? [52:01<00:00,  2.60it/s]\nEpoch 0: |          | 8107/? [52:01<00:00,  2.60it/s]\nEpoch 0: |          | 8108/? [52:01<00:00,  2.60it/s]\nEpoch 0: |          | 8108/? [52:01<00:00,  2.60it/s]\nEpoch 0: |          | 8109/? [52:02<00:00,  2.60it/s]\nEpoch 0: |          | 8109/? [52:02<00:00,  2.60it/s]\nEpoch 0: |          | 8110/? [52:02<00:00,  2.60it/s]\nEpoch 0: |          | 8110/? [52:02<00:00,  2.60it/s]\nEpoch 0: |          | 8111/? [52:02<00:00,  2.60it/s]\nEpoch 0: |          | 8111/? [52:02<00:00,  2.60it/s]\nEpoch 0: |          | 8112/? [52:02<00:00,  2.60it/s]\nEpoch 0: |          | 8112/? [52:02<00:00,  2.60it/s]\nEpoch 0: |          | 8113/? [52:03<00:00,  2.60it/s]\nEpoch 0: |          | 8113/? [52:03<00:00,  2.60it/s]\nEpoch 0: |          | 8114/? [52:03<00:00,  2.60it/s]\nEpoch 0: |          | 8114/? [52:03<00:00,  2.60it/s]\nEpoch 0: |          | 8115/? [52:03<00:00,  2.60it/s]\nEpoch 0: |          | 8115/? [52:03<00:00,  2.60it/s]\nEpoch 0: |          | 8116/? [52:04<00:00,  2.60it/s]\nEpoch 0: |          | 8116/? [52:04<00:00,  2.60it/s]\nEpoch 0: |          | 8117/? [52:04<00:00,  2.60it/s]\nEpoch 0: |          | 8117/? [52:04<00:00,  2.60it/s]\nEpoch 0: |          | 8118/? [52:04<00:00,  2.60it/s]\nEpoch 0: |          | 8118/? [52:04<00:00,  2.60it/s]\nEpoch 0: |          | 8119/? [52:04<00:00,  2.60it/s]\nEpoch 0: |          | 8119/? [52:04<00:00,  2.60it/s]\nEpoch 0: |          | 8120/? [52:05<00:00,  2.60it/s]\nEpoch 0: |          | 8120/? [52:05<00:00,  2.60it/s]\nEpoch 0: |          | 8121/? [52:05<00:00,  2.60it/s]\nEpoch 0: |          | 8121/? [52:05<00:00,  2.60it/s]\nEpoch 0: |          | 8122/? [52:05<00:00,  2.60it/s]\nEpoch 0: |          | 8122/? [52:05<00:00,  2.60it/s]\nEpoch 0: |          | 8123/? [52:05<00:00,  2.60it/s]\nEpoch 0: |          | 8123/? [52:05<00:00,  2.60it/s]\nEpoch 0: |          | 8124/? [52:06<00:00,  2.60it/s]\nEpoch 0: |          | 8124/? [52:06<00:00,  2.60it/s]\nEpoch 0: |          | 8125/? [52:06<00:00,  2.60it/s]\nEpoch 0: |          | 8125/? [52:06<00:00,  2.60it/s]\nEpoch 0: |          | 8126/? [52:06<00:00,  2.60it/s]\nEpoch 0: |          | 8126/? [52:06<00:00,  2.60it/s]\nEpoch 0: |          | 8127/? [52:07<00:00,  2.60it/s]\nEpoch 0: |          | 8127/? [52:07<00:00,  2.60it/s]\nEpoch 0: |          | 8128/? [52:07<00:00,  2.60it/s]\nEpoch 0: |          | 8128/? [52:07<00:00,  2.60it/s]\nEpoch 0: |          | 8129/? [52:07<00:00,  2.60it/s]\nEpoch 0: |          | 8129/? [52:07<00:00,  2.60it/s]\nEpoch 0: |          | 8130/? [52:07<00:00,  2.60it/s]\nEpoch 0: |          | 8130/? [52:07<00:00,  2.60it/s]\nEpoch 0: |          | 8131/? [52:08<00:00,  2.60it/s]\nEpoch 0: |          | 8131/? [52:08<00:00,  2.60it/s]\nEpoch 0: |          | 8132/? [52:08<00:00,  2.60it/s]\nEpoch 0: |          | 8132/? [52:08<00:00,  2.60it/s]\nEpoch 0: |          | 8133/? [52:08<00:00,  2.60it/s]\nEpoch 0: |          | 8133/? [52:08<00:00,  2.60it/s]\nEpoch 0: |          | 8134/? [52:08<00:00,  2.60it/s]\nEpoch 0: |          | 8134/? [52:08<00:00,  2.60it/s]\nEpoch 0: |          | 8135/? [52:09<00:00,  2.60it/s]\nEpoch 0: |          | 8135/? [52:09<00:00,  2.60it/s]\nEpoch 0: |          | 8136/? [52:09<00:00,  2.60it/s]\nEpoch 0: |          | 8136/? [52:09<00:00,  2.60it/s]\nEpoch 0: |          | 8137/? [52:09<00:00,  2.60it/s]\nEpoch 0: |          | 8137/? [52:09<00:00,  2.60it/s]\nEpoch 0: |          | 8138/? [52:10<00:00,  2.60it/s]\nEpoch 0: |          | 8138/? [52:10<00:00,  2.60it/s]\nEpoch 0: |          | 8139/? [52:10<00:00,  2.60it/s]\nEpoch 0: |          | 8139/? [52:10<00:00,  2.60it/s]\nEpoch 0: |          | 8140/? [52:10<00:00,  2.60it/s]\nEpoch 0: |          | 8140/? [52:10<00:00,  2.60it/s]\nEpoch 0: |          | 8141/? [52:10<00:00,  2.60it/s]\nEpoch 0: |          | 8141/? [52:10<00:00,  2.60it/s]\nEpoch 0: |          | 8142/? [52:11<00:00,  2.60it/s]\nEpoch 0: |          | 8142/? [52:11<00:00,  2.60it/s]\nEpoch 0: |          | 8143/? [52:11<00:00,  2.60it/s]\nEpoch 0: |          | 8143/? [52:11<00:00,  2.60it/s]\nEpoch 0: |          | 8144/? [52:11<00:00,  2.60it/s]\nEpoch 0: |          | 8144/? [52:11<00:00,  2.60it/s]\nEpoch 0: |          | 8145/? [52:11<00:00,  2.60it/s]\nEpoch 0: |          | 8145/? [52:11<00:00,  2.60it/s]\nEpoch 0: |          | 8146/? [52:12<00:00,  2.60it/s]\nEpoch 0: |          | 8146/? [52:12<00:00,  2.60it/s]\nEpoch 0: |          | 8147/? [52:12<00:00,  2.60it/s]\nEpoch 0: |          | 8147/? [52:12<00:00,  2.60it/s]\nEpoch 0: |          | 8148/? [52:12<00:00,  2.60it/s]\nEpoch 0: |          | 8148/? [52:12<00:00,  2.60it/s]\nEpoch 0: |          | 8149/? [52:13<00:00,  2.60it/s]\nEpoch 0: |          | 8149/? [52:13<00:00,  2.60it/s]\nEpoch 0: |          | 8150/? [52:13<00:00,  2.60it/s]\nEpoch 0: |          | 8150/? [52:13<00:00,  2.60it/s]\nEpoch 0: |          | 8151/? [52:13<00:00,  2.60it/s]\nEpoch 0: |          | 8151/? [52:13<00:00,  2.60it/s]\nEpoch 0: |          | 8152/? [52:13<00:00,  2.60it/s]\nEpoch 0: |          | 8152/? [52:13<00:00,  2.60it/s]\nEpoch 0: |          | 8153/? [52:14<00:00,  2.60it/s]\nEpoch 0: |          | 8153/? [52:14<00:00,  2.60it/s]\nEpoch 0: |          | 8154/? [52:14<00:00,  2.60it/s]\nEpoch 0: |          | 8154/? [52:14<00:00,  2.60it/s]\nEpoch 0: |          | 8155/? [52:14<00:00,  2.60it/s]\nEpoch 0: |          | 8155/? [52:14<00:00,  2.60it/s]\nEpoch 0: |          | 8156/? [52:15<00:00,  2.60it/s]\nEpoch 0: |          | 8156/? [52:15<00:00,  2.60it/s]\nEpoch 0: |          | 8157/? [52:15<00:00,  2.60it/s]\nEpoch 0: |          | 8157/? [52:15<00:00,  2.60it/s]\nEpoch 0: |          | 8158/? [52:15<00:00,  2.60it/s]\nEpoch 0: |          | 8158/? [52:15<00:00,  2.60it/s]\nEpoch 0: |          | 8159/? [52:15<00:00,  2.60it/s]\nEpoch 0: |          | 8159/? [52:15<00:00,  2.60it/s]\nEpoch 0: |          | 8160/? [52:16<00:00,  2.60it/s]\nEpoch 0: |          | 8160/? [52:16<00:00,  2.60it/s]\nEpoch 0: |          | 8161/? [52:16<00:00,  2.60it/s]\nEpoch 0: |          | 8161/? [52:16<00:00,  2.60it/s]\nEpoch 0: |          | 8162/? [52:16<00:00,  2.60it/s]\nEpoch 0: |          | 8162/? [52:16<00:00,  2.60it/s]\nEpoch 0: |          | 8163/? [52:16<00:00,  2.60it/s]\nEpoch 0: |          | 8163/? [52:16<00:00,  2.60it/s]\nEpoch 0: |          | 8164/? [52:17<00:00,  2.60it/s]\nEpoch 0: |          | 8164/? [52:17<00:00,  2.60it/s]\nEpoch 0: |          | 8165/? [52:17<00:00,  2.60it/s]\nEpoch 0: |          | 8165/? [52:17<00:00,  2.60it/s]\nEpoch 0: |          | 8166/? [52:17<00:00,  2.60it/s]\nEpoch 0: |          | 8166/? [52:17<00:00,  2.60it/s]\nEpoch 0: |          | 8167/? [52:18<00:00,  2.60it/s]\nEpoch 0: |          | 8167/? [52:18<00:00,  2.60it/s]\nEpoch 0: |          | 8168/? [52:18<00:00,  2.60it/s]\nEpoch 0: |          | 8168/? [52:18<00:00,  2.60it/s]\nEpoch 0: |          | 8169/? [52:18<00:00,  2.60it/s]\nEpoch 0: |          | 8169/? [52:18<00:00,  2.60it/s]\nEpoch 0: |          | 8170/? [52:18<00:00,  2.60it/s]\nEpoch 0: |          | 8170/? [52:18<00:00,  2.60it/s]\nEpoch 0: |          | 8171/? [52:19<00:00,  2.60it/s]\nEpoch 0: |          | 8171/? [52:19<00:00,  2.60it/s]\nEpoch 0: |          | 8172/? [52:19<00:00,  2.60it/s]\nEpoch 0: |          | 8172/? [52:19<00:00,  2.60it/s]\nEpoch 0: |          | 8173/? [52:19<00:00,  2.60it/s]\nEpoch 0: |          | 8173/? [52:19<00:00,  2.60it/s]\nEpoch 0: |          | 8174/? [52:19<00:00,  2.60it/s]\nEpoch 0: |          | 8174/? [52:19<00:00,  2.60it/s]\nEpoch 0: |          | 8175/? [52:20<00:00,  2.60it/s]\nEpoch 0: |          | 8175/? [52:20<00:00,  2.60it/s]\nEpoch 0: |          | 8176/? [52:20<00:00,  2.60it/s]\nEpoch 0: |          | 8176/? [52:20<00:00,  2.60it/s]\nEpoch 0: |          | 8177/? [52:20<00:00,  2.60it/s]\nEpoch 0: |          | 8177/? [52:20<00:00,  2.60it/s]\nEpoch 0: |          | 8178/? [52:21<00:00,  2.60it/s]\nEpoch 0: |          | 8178/? [52:21<00:00,  2.60it/s]\nEpoch 0: |          | 8179/? [52:21<00:00,  2.60it/s]\nEpoch 0: |          | 8179/? [52:21<00:00,  2.60it/s]\nEpoch 0: |          | 8180/? [52:21<00:00,  2.60it/s]\nEpoch 0: |          | 8180/? [52:21<00:00,  2.60it/s]\nEpoch 0: |          | 8181/? [52:21<00:00,  2.60it/s]\nEpoch 0: |          | 8181/? [52:21<00:00,  2.60it/s]\nEpoch 0: |          | 8182/? [52:22<00:00,  2.60it/s]\nEpoch 0: |          | 8182/? [52:22<00:00,  2.60it/s]\nEpoch 0: |          | 8183/? [52:22<00:00,  2.60it/s]\nEpoch 0: |          | 8183/? [52:22<00:00,  2.60it/s]\nEpoch 0: |          | 8184/? [52:22<00:00,  2.60it/s]\nEpoch 0: |          | 8184/? [52:22<00:00,  2.60it/s]\nEpoch 0: |          | 8185/? [52:23<00:00,  2.60it/s]\nEpoch 0: |          | 8185/? [52:23<00:00,  2.60it/s]\nEpoch 0: |          | 8186/? [52:23<00:00,  2.60it/s]\nEpoch 0: |          | 8186/? [52:23<00:00,  2.60it/s]\nEpoch 0: |          | 8187/? [52:23<00:00,  2.60it/s]\nEpoch 0: |          | 8187/? [52:23<00:00,  2.60it/s]\nEpoch 0: |          | 8188/? [52:23<00:00,  2.60it/s]\nEpoch 0: |          | 8188/? [52:23<00:00,  2.60it/s]\nEpoch 0: |          | 8189/? [52:24<00:00,  2.60it/s]\nEpoch 0: |          | 8189/? [52:24<00:00,  2.60it/s]\nEpoch 0: |          | 8190/? [52:24<00:00,  2.60it/s]\nEpoch 0: |          | 8190/? [52:24<00:00,  2.60it/s]\nEpoch 0: |          | 8191/? [52:24<00:00,  2.60it/s]\nEpoch 0: |          | 8191/? [52:24<00:00,  2.60it/s]\nEpoch 0: |          | 8192/? [52:25<00:00,  2.60it/s]\nEpoch 0: |          | 8192/? [52:25<00:00,  2.60it/s]\nEpoch 0: |          | 8193/? [52:25<00:00,  2.60it/s]\nEpoch 0: |          | 8193/? [52:25<00:00,  2.60it/s]\nEpoch 0: |          | 8194/? [52:25<00:00,  2.60it/s]\nEpoch 0: |          | 8194/? [52:25<00:00,  2.60it/s]\nEpoch 0: |          | 8195/? [52:25<00:00,  2.61it/s]\nEpoch 0: |          | 8195/? [52:25<00:00,  2.61it/s]\nEpoch 0: |          | 8196/? [52:26<00:00,  2.61it/s]\nEpoch 0: |          | 8196/? [52:26<00:00,  2.61it/s]\nEpoch 0: |          | 8197/? [52:26<00:00,  2.61it/s]\nEpoch 0: |          | 8197/? [52:26<00:00,  2.61it/s]\nEpoch 0: |          | 8198/? [52:26<00:00,  2.61it/s]\nEpoch 0: |          | 8198/? [52:26<00:00,  2.61it/s]\nEpoch 0: |          | 8199/? [52:26<00:00,  2.61it/s]\nEpoch 0: |          | 8199/? [52:26<00:00,  2.61it/s]\nEpoch 0: |          | 8200/? [52:27<00:00,  2.61it/s]\nEpoch 0: |          | 8200/? [52:27<00:00,  2.61it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.33it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.83it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.32it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.14it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 8200/? [52:27<00:00,  2.61it/s]\nEpoch 0: |          | 8201/? [52:27<00:00,  2.61it/s]\nEpoch 0: |          | 8201/? [52:27<00:00,  2.61it/s]\nEpoch 0: |          | 8202/? [52:28<00:00,  2.61it/s]\nEpoch 0: |          | 8202/? [52:28<00:00,  2.61it/s]\nEpoch 0: |          | 8203/? [52:28<00:00,  2.61it/s]\nEpoch 0: |          | 8203/? [52:28<00:00,  2.61it/s]\nEpoch 0: |          | 8204/? [52:28<00:00,  2.61it/s]\nEpoch 0: |          | 8204/? [52:28<00:00,  2.61it/s]\nEpoch 0: |          | 8205/? [52:28<00:00,  2.61it/s]\nEpoch 0: |          | 8205/? [52:28<00:00,  2.61it/s]\nEpoch 0: |          | 8206/? [52:29<00:00,  2.61it/s]\nEpoch 0: |          | 8206/? [52:29<00:00,  2.61it/s]\nEpoch 0: |          | 8207/? [52:29<00:00,  2.61it/s]\nEpoch 0: |          | 8207/? [52:29<00:00,  2.61it/s]\nEpoch 0: |          | 8208/? [52:29<00:00,  2.61it/s]\nEpoch 0: |          | 8208/? [52:29<00:00,  2.61it/s]\nEpoch 0: |          | 8209/? [52:30<00:00,  2.61it/s]\nEpoch 0: |          | 8209/? [52:30<00:00,  2.61it/s]\nEpoch 0: |          | 8210/? [52:30<00:00,  2.61it/s]\nEpoch 0: |          | 8210/? [52:30<00:00,  2.61it/s]\nEpoch 0: |          | 8211/? [52:30<00:00,  2.61it/s]\nEpoch 0: |          | 8211/? [52:30<00:00,  2.61it/s]\nEpoch 0: |          | 8212/? [52:30<00:00,  2.61it/s]\nEpoch 0: |          | 8212/? [52:30<00:00,  2.61it/s]\nEpoch 0: |          | 8213/? [52:31<00:00,  2.61it/s]\nEpoch 0: |          | 8213/? [52:31<00:00,  2.61it/s]\nEpoch 0: |          | 8214/? [52:31<00:00,  2.61it/s]\nEpoch 0: |          | 8214/? [52:31<00:00,  2.61it/s]\nEpoch 0: |          | 8215/? [52:31<00:00,  2.61it/s]\nEpoch 0: |          | 8215/? [52:31<00:00,  2.61it/s]\nEpoch 0: |          | 8216/? [52:31<00:00,  2.61it/s]\nEpoch 0: |          | 8216/? [52:31<00:00,  2.61it/s]\nEpoch 0: |          | 8217/? [52:32<00:00,  2.61it/s]\nEpoch 0: |          | 8217/? [52:32<00:00,  2.61it/s]\nEpoch 0: |          | 8218/? [52:32<00:00,  2.61it/s]\nEpoch 0: |          | 8218/? [52:32<00:00,  2.61it/s]\nEpoch 0: |          | 8219/? [52:32<00:00,  2.61it/s]\nEpoch 0: |          | 8219/? [52:32<00:00,  2.61it/s]\nEpoch 0: |          | 8220/? [52:33<00:00,  2.61it/s]\nEpoch 0: |          | 8220/? [52:33<00:00,  2.61it/s]\nEpoch 0: |          | 8221/? [52:33<00:00,  2.61it/s]\nEpoch 0: |          | 8221/? [52:33<00:00,  2.61it/s]\nEpoch 0: |          | 8222/? [52:33<00:00,  2.61it/s]\nEpoch 0: |          | 8222/? [52:33<00:00,  2.61it/s]\nEpoch 0: |          | 8223/? [52:33<00:00,  2.61it/s]\nEpoch 0: |          | 8223/? [52:33<00:00,  2.61it/s]\nEpoch 0: |          | 8224/? [52:34<00:00,  2.61it/s]\nEpoch 0: |          | 8224/? [52:34<00:00,  2.61it/s]\nEpoch 0: |          | 8225/? [52:34<00:00,  2.61it/s]\nEpoch 0: |          | 8225/? [52:34<00:00,  2.61it/s]\nEpoch 0: |          | 8226/? [52:34<00:00,  2.61it/s]\nEpoch 0: |          | 8226/? [52:34<00:00,  2.61it/s]\nEpoch 0: |          | 8227/? [52:35<00:00,  2.61it/s]\nEpoch 0: |          | 8227/? [52:35<00:00,  2.61it/s]\nEpoch 0: |          | 8228/? [52:35<00:00,  2.61it/s]\nEpoch 0: |          | 8228/? [52:35<00:00,  2.61it/s]\nEpoch 0: |          | 8229/? [52:35<00:00,  2.61it/s]\nEpoch 0: |          | 8229/? [52:35<00:00,  2.61it/s]\nEpoch 0: |          | 8230/? [52:35<00:00,  2.61it/s]\nEpoch 0: |          | 8230/? [52:35<00:00,  2.61it/s]\nEpoch 0: |          | 8231/? [52:36<00:00,  2.61it/s]\nEpoch 0: |          | 8231/? [52:36<00:00,  2.61it/s]\nEpoch 0: |          | 8232/? [52:36<00:00,  2.61it/s]\nEpoch 0: |          | 8232/? [52:36<00:00,  2.61it/s]\nEpoch 0: |          | 8233/? [52:36<00:00,  2.61it/s]\nEpoch 0: |          | 8233/? [52:36<00:00,  2.61it/s]\nEpoch 0: |          | 8234/? [52:36<00:00,  2.61it/s]\nEpoch 0: |          | 8234/? [52:36<00:00,  2.61it/s]\nEpoch 0: |          | 8235/? [52:37<00:00,  2.61it/s]\nEpoch 0: |          | 8235/? [52:37<00:00,  2.61it/s]\nEpoch 0: |          | 8236/? [52:37<00:00,  2.61it/s]\nEpoch 0: |          | 8236/? [52:37<00:00,  2.61it/s]\nEpoch 0: |          | 8237/? [52:37<00:00,  2.61it/s]\nEpoch 0: |          | 8237/? [52:37<00:00,  2.61it/s]\nEpoch 0: |          | 8238/? [52:38<00:00,  2.61it/s]\nEpoch 0: |          | 8238/? [52:38<00:00,  2.61it/s]\nEpoch 0: |          | 8239/? [52:38<00:00,  2.61it/s]\nEpoch 0: |          | 8239/? [52:38<00:00,  2.61it/s]\nEpoch 0: |          | 8240/? [52:38<00:00,  2.61it/s]\nEpoch 0: |          | 8240/? [52:38<00:00,  2.61it/s]\nEpoch 0: |          | 8241/? [52:38<00:00,  2.61it/s]\nEpoch 0: |          | 8241/? [52:38<00:00,  2.61it/s]\nEpoch 0: |          | 8242/? [52:39<00:00,  2.61it/s]\nEpoch 0: |          | 8242/? [52:39<00:00,  2.61it/s]\nEpoch 0: |          | 8243/? [52:39<00:00,  2.61it/s]\nEpoch 0: |          | 8243/? [52:39<00:00,  2.61it/s]\nEpoch 0: |          | 8244/? [52:39<00:00,  2.61it/s]\nEpoch 0: |          | 8244/? [52:39<00:00,  2.61it/s]\nEpoch 0: |          | 8245/? [52:39<00:00,  2.61it/s]\nEpoch 0: |          | 8245/? [52:39<00:00,  2.61it/s]\nEpoch 0: |          | 8246/? [52:40<00:00,  2.61it/s]\nEpoch 0: |          | 8246/? [52:40<00:00,  2.61it/s]\nEpoch 0: |          | 8247/? [52:40<00:00,  2.61it/s]\nEpoch 0: |          | 8247/? [52:40<00:00,  2.61it/s]\nEpoch 0: |          | 8248/? [52:40<00:00,  2.61it/s]\nEpoch 0: |          | 8248/? [52:40<00:00,  2.61it/s]\nEpoch 0: |          | 8249/? [52:41<00:00,  2.61it/s]\nEpoch 0: |          | 8249/? [52:41<00:00,  2.61it/s]\nEpoch 0: |          | 8250/? [52:41<00:00,  2.61it/s]\nEpoch 0: |          | 8250/? [52:41<00:00,  2.61it/s]\nEpoch 0: |          | 8251/? [52:41<00:00,  2.61it/s]\nEpoch 0: |          | 8251/? [52:41<00:00,  2.61it/s]\nEpoch 0: |          | 8252/? [52:41<00:00,  2.61it/s]\nEpoch 0: |          | 8252/? [52:41<00:00,  2.61it/s]\nEpoch 0: |          | 8253/? [52:42<00:00,  2.61it/s]\nEpoch 0: |          | 8253/? [52:42<00:00,  2.61it/s]\nEpoch 0: |          | 8254/? [52:42<00:00,  2.61it/s]\nEpoch 0: |          | 8254/? [52:42<00:00,  2.61it/s]\nEpoch 0: |          | 8255/? [52:42<00:00,  2.61it/s]\nEpoch 0: |          | 8255/? [52:42<00:00,  2.61it/s]\nEpoch 0: |          | 8256/? [52:42<00:00,  2.61it/s]\nEpoch 0: |          | 8256/? [52:42<00:00,  2.61it/s]\nEpoch 0: |          | 8257/? [52:43<00:00,  2.61it/s]\nEpoch 0: |          | 8257/? [52:43<00:00,  2.61it/s]\nEpoch 0: |          | 8258/? [52:43<00:00,  2.61it/s]\nEpoch 0: |          | 8258/? [52:43<00:00,  2.61it/s]\nEpoch 0: |          | 8259/? [52:43<00:00,  2.61it/s]\nEpoch 0: |          | 8259/? [52:43<00:00,  2.61it/s]\nEpoch 0: |          | 8260/? [52:44<00:00,  2.61it/s]\nEpoch 0: |          | 8260/? [52:44<00:00,  2.61it/s]\nEpoch 0: |          | 8261/? [52:44<00:00,  2.61it/s]\nEpoch 0: |          | 8261/? [52:44<00:00,  2.61it/s]\nEpoch 0: |          | 8262/? [52:44<00:00,  2.61it/s]\nEpoch 0: |          | 8262/? [52:44<00:00,  2.61it/s]\nEpoch 0: |          | 8263/? [52:44<00:00,  2.61it/s]\nEpoch 0: |          | 8263/? [52:44<00:00,  2.61it/s]\nEpoch 0: |          | 8264/? [52:45<00:00,  2.61it/s]\nEpoch 0: |          | 8264/? [52:45<00:00,  2.61it/s]\nEpoch 0: |          | 8265/? [52:45<00:00,  2.61it/s]\nEpoch 0: |          | 8265/? [52:45<00:00,  2.61it/s]\nEpoch 0: |          | 8266/? [52:45<00:00,  2.61it/s]\nEpoch 0: |          | 8266/? [52:45<00:00,  2.61it/s]\nEpoch 0: |          | 8267/? [52:46<00:00,  2.61it/s]\nEpoch 0: |          | 8267/? [52:46<00:00,  2.61it/s]\nEpoch 0: |          | 8268/? [52:46<00:00,  2.61it/s]\nEpoch 0: |          | 8268/? [52:46<00:00,  2.61it/s]\nEpoch 0: |          | 8269/? [52:46<00:00,  2.61it/s]\nEpoch 0: |          | 8269/? [52:46<00:00,  2.61it/s]\nEpoch 0: |          | 8270/? [52:46<00:00,  2.61it/s]\nEpoch 0: |          | 8270/? [52:46<00:00,  2.61it/s]\nEpoch 0: |          | 8271/? [52:47<00:00,  2.61it/s]\nEpoch 0: |          | 8271/? [52:47<00:00,  2.61it/s]\nEpoch 0: |          | 8272/? [52:47<00:00,  2.61it/s]\nEpoch 0: |          | 8272/? [52:47<00:00,  2.61it/s]\nEpoch 0: |          | 8273/? [52:47<00:00,  2.61it/s]\nEpoch 0: |          | 8273/? [52:47<00:00,  2.61it/s]\nEpoch 0: |          | 8274/? [52:47<00:00,  2.61it/s]\nEpoch 0: |          | 8274/? [52:47<00:00,  2.61it/s]\nEpoch 0: |          | 8275/? [52:48<00:00,  2.61it/s]\nEpoch 0: |          | 8275/? [52:48<00:00,  2.61it/s]\nEpoch 0: |          | 8276/? [52:48<00:00,  2.61it/s]\nEpoch 0: |          | 8276/? [52:48<00:00,  2.61it/s]\nEpoch 0: |          | 8277/? [52:48<00:00,  2.61it/s]\nEpoch 0: |          | 8277/? [52:48<00:00,  2.61it/s]\nEpoch 0: |          | 8278/? [52:49<00:00,  2.61it/s]\nEpoch 0: |          | 8278/? [52:49<00:00,  2.61it/s]\nEpoch 0: |          | 8279/? [52:49<00:00,  2.61it/s]\nEpoch 0: |          | 8279/? [52:49<00:00,  2.61it/s]\nEpoch 0: |          | 8280/? [52:49<00:00,  2.61it/s]\nEpoch 0: |          | 8280/? [52:49<00:00,  2.61it/s]\nEpoch 0: |          | 8281/? [52:49<00:00,  2.61it/s]\nEpoch 0: |          | 8281/? [52:49<00:00,  2.61it/s]\nEpoch 0: |          | 8282/? [52:50<00:00,  2.61it/s]\nEpoch 0: |          | 8282/? [52:50<00:00,  2.61it/s]\nEpoch 0: |          | 8283/? [52:50<00:00,  2.61it/s]\nEpoch 0: |          | 8283/? [52:50<00:00,  2.61it/s]\nEpoch 0: |          | 8284/? [52:50<00:00,  2.61it/s]\nEpoch 0: |          | 8284/? [52:50<00:00,  2.61it/s]\nEpoch 0: |          | 8285/? [52:50<00:00,  2.61it/s]\nEpoch 0: |          | 8285/? [52:50<00:00,  2.61it/s]\nEpoch 0: |          | 8286/? [52:51<00:00,  2.61it/s]\nEpoch 0: |          | 8286/? [52:51<00:00,  2.61it/s]\nEpoch 0: |          | 8287/? [52:51<00:00,  2.61it/s]\nEpoch 0: |          | 8287/? [52:51<00:00,  2.61it/s]\nEpoch 0: |          | 8288/? [52:51<00:00,  2.61it/s]\nEpoch 0: |          | 8288/? [52:51<00:00,  2.61it/s]\nEpoch 0: |          | 8289/? [52:52<00:00,  2.61it/s]\nEpoch 0: |          | 8289/? [52:52<00:00,  2.61it/s]\nEpoch 0: |          | 8290/? [52:52<00:00,  2.61it/s]\nEpoch 0: |          | 8290/? [52:52<00:00,  2.61it/s]\nEpoch 0: |          | 8291/? [52:52<00:00,  2.61it/s]\nEpoch 0: |          | 8291/? [52:52<00:00,  2.61it/s]\nEpoch 0: |          | 8292/? [52:52<00:00,  2.61it/s]\nEpoch 0: |          | 8292/? [52:52<00:00,  2.61it/s]\nEpoch 0: |          | 8293/? [52:53<00:00,  2.61it/s]\nEpoch 0: |          | 8293/? [52:53<00:00,  2.61it/s]\nEpoch 0: |          | 8294/? [52:53<00:00,  2.61it/s]\nEpoch 0: |          | 8294/? [52:53<00:00,  2.61it/s]\nEpoch 0: |          | 8295/? [52:53<00:00,  2.61it/s]\nEpoch 0: |          | 8295/? [52:53<00:00,  2.61it/s]\nEpoch 0: |          | 8296/? [52:53<00:00,  2.61it/s]\nEpoch 0: |          | 8296/? [52:53<00:00,  2.61it/s]\nEpoch 0: |          | 8297/? [52:54<00:00,  2.61it/s]\nEpoch 0: |          | 8297/? [52:54<00:00,  2.61it/s]\nEpoch 0: |          | 8298/? [52:54<00:00,  2.61it/s]\nEpoch 0: |          | 8298/? [52:54<00:00,  2.61it/s]\nEpoch 0: |          | 8299/? [52:54<00:00,  2.61it/s]\nEpoch 0: |          | 8299/? [52:54<00:00,  2.61it/s]\nEpoch 0: |          | 8300/? [52:54<00:00,  2.61it/s]\nEpoch 0: |          | 8300/? [52:54<00:00,  2.61it/s]\nEpoch 0: |          | 8301/? [52:55<00:00,  2.61it/s]\nEpoch 0: |          | 8301/? [52:55<00:00,  2.61it/s]\nEpoch 0: |          | 8302/? [52:55<00:00,  2.61it/s]\nEpoch 0: |          | 8302/? [52:55<00:00,  2.61it/s]\nEpoch 0: |          | 8303/? [52:55<00:00,  2.61it/s]\nEpoch 0: |          | 8303/? [52:55<00:00,  2.61it/s]\nEpoch 0: |          | 8304/? [52:56<00:00,  2.61it/s]\nEpoch 0: |          | 8304/? [52:56<00:00,  2.61it/s]\nEpoch 0: |          | 8305/? [52:56<00:00,  2.61it/s]\nEpoch 0: |          | 8305/? [52:56<00:00,  2.61it/s]\nEpoch 0: |          | 8306/? [52:56<00:00,  2.61it/s]\nEpoch 0: |          | 8306/? [52:56<00:00,  2.61it/s]\nEpoch 0: |          | 8307/? [52:56<00:00,  2.61it/s]\nEpoch 0: |          | 8307/? [52:56<00:00,  2.61it/s]\nEpoch 0: |          | 8308/? [52:57<00:00,  2.61it/s]\nEpoch 0: |          | 8308/? [52:57<00:00,  2.61it/s]\nEpoch 0: |          | 8309/? [52:57<00:00,  2.62it/s]\nEpoch 0: |          | 8309/? [52:57<00:00,  2.62it/s]\nEpoch 0: |          | 8310/? [52:57<00:00,  2.62it/s]\nEpoch 0: |          | 8310/? [52:57<00:00,  2.62it/s]\nEpoch 0: |          | 8311/? [52:57<00:00,  2.62it/s]\nEpoch 0: |          | 8311/? [52:57<00:00,  2.62it/s]\nEpoch 0: |          | 8312/? [52:58<00:00,  2.62it/s]\nEpoch 0: |          | 8312/? [52:58<00:00,  2.62it/s]\nEpoch 0: |          | 8313/? [52:58<00:00,  2.62it/s]\nEpoch 0: |          | 8313/? [52:58<00:00,  2.62it/s]\nEpoch 0: |          | 8314/? [52:58<00:00,  2.62it/s]\nEpoch 0: |          | 8314/? [52:58<00:00,  2.62it/s]\nEpoch 0: |          | 8315/? [52:59<00:00,  2.62it/s]\nEpoch 0: |          | 8315/? [52:59<00:00,  2.62it/s]\nEpoch 0: |          | 8316/? [52:59<00:00,  2.62it/s]\nEpoch 0: |          | 8316/? [52:59<00:00,  2.62it/s]\nEpoch 0: |          | 8317/? [52:59<00:00,  2.62it/s]\nEpoch 0: |          | 8317/? [52:59<00:00,  2.62it/s]\nEpoch 0: |          | 8318/? [52:59<00:00,  2.62it/s]\nEpoch 0: |          | 8318/? [52:59<00:00,  2.62it/s]\nEpoch 0: |          | 8319/? [53:00<00:00,  2.62it/s]\nEpoch 0: |          | 8319/? [53:00<00:00,  2.62it/s]\nEpoch 0: |          | 8320/? [53:00<00:00,  2.62it/s]\nEpoch 0: |          | 8320/? [53:00<00:00,  2.62it/s]\nEpoch 0: |          | 8321/? [53:00<00:00,  2.62it/s]\nEpoch 0: |          | 8321/? [53:00<00:00,  2.62it/s]\nEpoch 0: |          | 8322/? [53:00<00:00,  2.62it/s]\nEpoch 0: |          | 8322/? [53:00<00:00,  2.62it/s]\nEpoch 0: |          | 8323/? [53:01<00:00,  2.62it/s]\nEpoch 0: |          | 8323/? [53:01<00:00,  2.62it/s]\nEpoch 0: |          | 8324/? [53:01<00:00,  2.62it/s]\nEpoch 0: |          | 8324/? [53:01<00:00,  2.62it/s]\nEpoch 0: |          | 8325/? [53:01<00:00,  2.62it/s]\nEpoch 0: |          | 8325/? [53:01<00:00,  2.62it/s]\nEpoch 0: |          | 8326/? [53:02<00:00,  2.62it/s]\nEpoch 0: |          | 8326/? [53:02<00:00,  2.62it/s]\nEpoch 0: |          | 8327/? [53:02<00:00,  2.62it/s]\nEpoch 0: |          | 8327/? [53:02<00:00,  2.62it/s]\nEpoch 0: |          | 8328/? [53:02<00:00,  2.62it/s]\nEpoch 0: |          | 8328/? [53:02<00:00,  2.62it/s]\nEpoch 0: |          | 8329/? [53:02<00:00,  2.62it/s]\nEpoch 0: |          | 8329/? [53:02<00:00,  2.62it/s]\nEpoch 0: |          | 8330/? [53:03<00:00,  2.62it/s]\nEpoch 0: |          | 8330/? [53:03<00:00,  2.62it/s]\nEpoch 0: |          | 8331/? [53:03<00:00,  2.62it/s]\nEpoch 0: |          | 8331/? [53:03<00:00,  2.62it/s]\nEpoch 0: |          | 8332/? [53:03<00:00,  2.62it/s]\nEpoch 0: |          | 8332/? [53:03<00:00,  2.62it/s]\nEpoch 0: |          | 8333/? [53:03<00:00,  2.62it/s]\nEpoch 0: |          | 8333/? [53:03<00:00,  2.62it/s]\nEpoch 0: |          | 8334/? [53:04<00:00,  2.62it/s]\nEpoch 0: |          | 8334/? [53:04<00:00,  2.62it/s]\nEpoch 0: |          | 8335/? [53:04<00:00,  2.62it/s]\nEpoch 0: |          | 8335/? [53:04<00:00,  2.62it/s]\nEpoch 0: |          | 8336/? [53:04<00:00,  2.62it/s]\nEpoch 0: |          | 8336/? [53:04<00:00,  2.62it/s]\nEpoch 0: |          | 8337/? [53:05<00:00,  2.62it/s]\nEpoch 0: |          | 8337/? [53:05<00:00,  2.62it/s]\nEpoch 0: |          | 8338/? [53:05<00:00,  2.62it/s]\nEpoch 0: |          | 8338/? [53:05<00:00,  2.62it/s]\nEpoch 0: |          | 8339/? [53:05<00:00,  2.62it/s]\nEpoch 0: |          | 8339/? [53:05<00:00,  2.62it/s]\nEpoch 0: |          | 8340/? [53:05<00:00,  2.62it/s]\nEpoch 0: |          | 8340/? [53:05<00:00,  2.62it/s]\nEpoch 0: |          | 8341/? [53:06<00:00,  2.62it/s]\nEpoch 0: |          | 8341/? [53:06<00:00,  2.62it/s]\nEpoch 0: |          | 8342/? [53:06<00:00,  2.62it/s]\nEpoch 0: |          | 8342/? [53:06<00:00,  2.62it/s]\nEpoch 0: |          | 8343/? [53:06<00:00,  2.62it/s]\nEpoch 0: |          | 8343/? [53:06<00:00,  2.62it/s]\nEpoch 0: |          | 8344/? [53:07<00:00,  2.62it/s]\nEpoch 0: |          | 8344/? [53:07<00:00,  2.62it/s]\nEpoch 0: |          | 8345/? [53:07<00:00,  2.62it/s]\nEpoch 0: |          | 8345/? [53:07<00:00,  2.62it/s]\nEpoch 0: |          | 8346/? [53:07<00:00,  2.62it/s]\nEpoch 0: |          | 8346/? [53:07<00:00,  2.62it/s]\nEpoch 0: |          | 8347/? [53:07<00:00,  2.62it/s]\nEpoch 0: |          | 8347/? [53:07<00:00,  2.62it/s]\nEpoch 0: |          | 8348/? [53:08<00:00,  2.62it/s]\nEpoch 0: |          | 8348/? [53:08<00:00,  2.62it/s]\nEpoch 0: |          | 8349/? [53:08<00:00,  2.62it/s]\nEpoch 0: |          | 8349/? [53:08<00:00,  2.62it/s]\nEpoch 0: |          | 8350/? [53:08<00:00,  2.62it/s]\nEpoch 0: |          | 8350/? [53:08<00:00,  2.62it/s]\nEpoch 0: |          | 8351/? [53:08<00:00,  2.62it/s]\nEpoch 0: |          | 8351/? [53:08<00:00,  2.62it/s]\nEpoch 0: |          | 8352/? [53:09<00:00,  2.62it/s]\nEpoch 0: |          | 8352/? [53:09<00:00,  2.62it/s]\nEpoch 0: |          | 8353/? [53:09<00:00,  2.62it/s]\nEpoch 0: |          | 8353/? [53:09<00:00,  2.62it/s]\nEpoch 0: |          | 8354/? [53:09<00:00,  2.62it/s]\nEpoch 0: |          | 8354/? [53:09<00:00,  2.62it/s]\nEpoch 0: |          | 8355/? [53:10<00:00,  2.62it/s]\nEpoch 0: |          | 8355/? [53:10<00:00,  2.62it/s]\nEpoch 0: |          | 8356/? [53:10<00:00,  2.62it/s]\nEpoch 0: |          | 8356/? [53:10<00:00,  2.62it/s]\nEpoch 0: |          | 8357/? [53:10<00:00,  2.62it/s]\nEpoch 0: |          | 8357/? [53:10<00:00,  2.62it/s]\nEpoch 0: |          | 8358/? [53:10<00:00,  2.62it/s]\nEpoch 0: |          | 8358/? [53:10<00:00,  2.62it/s]\nEpoch 0: |          | 8359/? [53:11<00:00,  2.62it/s]\nEpoch 0: |          | 8359/? [53:11<00:00,  2.62it/s]\nEpoch 0: |          | 8360/? [53:11<00:00,  2.62it/s]\nEpoch 0: |          | 8360/? [53:11<00:00,  2.62it/s]\nEpoch 0: |          | 8361/? [53:11<00:00,  2.62it/s]\nEpoch 0: |          | 8361/? [53:11<00:00,  2.62it/s]\nEpoch 0: |          | 8362/? [53:11<00:00,  2.62it/s]\nEpoch 0: |          | 8362/? [53:11<00:00,  2.62it/s]\nEpoch 0: |          | 8363/? [53:12<00:00,  2.62it/s]\nEpoch 0: |          | 8363/? [53:12<00:00,  2.62it/s]\nEpoch 0: |          | 8364/? [53:12<00:00,  2.62it/s]\nEpoch 0: |          | 8364/? [53:12<00:00,  2.62it/s]\nEpoch 0: |          | 8365/? [53:12<00:00,  2.62it/s]\nEpoch 0: |          | 8365/? [53:12<00:00,  2.62it/s]\nEpoch 0: |          | 8366/? [53:12<00:00,  2.62it/s]\nEpoch 0: |          | 8366/? [53:12<00:00,  2.62it/s]\nEpoch 0: |          | 8367/? [53:13<00:00,  2.62it/s]\nEpoch 0: |          | 8367/? [53:13<00:00,  2.62it/s]\nEpoch 0: |          | 8368/? [53:13<00:00,  2.62it/s]\nEpoch 0: |          | 8368/? [53:13<00:00,  2.62it/s]\nEpoch 0: |          | 8369/? [53:13<00:00,  2.62it/s]\nEpoch 0: |          | 8369/? [53:13<00:00,  2.62it/s]\nEpoch 0: |          | 8370/? [53:14<00:00,  2.62it/s]\nEpoch 0: |          | 8370/? [53:14<00:00,  2.62it/s]\nEpoch 0: |          | 8371/? [53:14<00:00,  2.62it/s]\nEpoch 0: |          | 8371/? [53:14<00:00,  2.62it/s]\nEpoch 0: |          | 8372/? [53:14<00:00,  2.62it/s]\nEpoch 0: |          | 8372/? [53:14<00:00,  2.62it/s]\nEpoch 0: |          | 8373/? [53:14<00:00,  2.62it/s]\nEpoch 0: |          | 8373/? [53:14<00:00,  2.62it/s]\nEpoch 0: |          | 8374/? [53:15<00:00,  2.62it/s]\nEpoch 0: |          | 8374/? [53:15<00:00,  2.62it/s]\nEpoch 0: |          | 8375/? [53:15<00:00,  2.62it/s]\nEpoch 0: |          | 8375/? [53:15<00:00,  2.62it/s]\nEpoch 0: |          | 8376/? [53:15<00:00,  2.62it/s]\nEpoch 0: |          | 8376/? [53:15<00:00,  2.62it/s]\nEpoch 0: |          | 8377/? [53:15<00:00,  2.62it/s]\nEpoch 0: |          | 8377/? [53:15<00:00,  2.62it/s]\nEpoch 0: |          | 8378/? [53:16<00:00,  2.62it/s]\nEpoch 0: |          | 8378/? [53:16<00:00,  2.62it/s]\nEpoch 0: |          | 8379/? [53:16<00:00,  2.62it/s]\nEpoch 0: |          | 8379/? [53:16<00:00,  2.62it/s]\nEpoch 0: |          | 8380/? [53:16<00:00,  2.62it/s]\nEpoch 0: |          | 8380/? [53:16<00:00,  2.62it/s]\nEpoch 0: |          | 8381/? [53:17<00:00,  2.62it/s]\nEpoch 0: |          | 8381/? [53:17<00:00,  2.62it/s]\nEpoch 0: |          | 8382/? [53:17<00:00,  2.62it/s]\nEpoch 0: |          | 8382/? [53:17<00:00,  2.62it/s]\nEpoch 0: |          | 8383/? [53:17<00:00,  2.62it/s]\nEpoch 0: |          | 8383/? [53:17<00:00,  2.62it/s]\nEpoch 0: |          | 8384/? [53:17<00:00,  2.62it/s]\nEpoch 0: |          | 8384/? [53:17<00:00,  2.62it/s]\nEpoch 0: |          | 8385/? [53:18<00:00,  2.62it/s]\nEpoch 0: |          | 8385/? [53:18<00:00,  2.62it/s]\nEpoch 0: |          | 8386/? [53:18<00:00,  2.62it/s]\nEpoch 0: |          | 8386/? [53:18<00:00,  2.62it/s]\nEpoch 0: |          | 8387/? [53:18<00:00,  2.62it/s]\nEpoch 0: |          | 8387/? [53:18<00:00,  2.62it/s]\nEpoch 0: |          | 8388/? [53:18<00:00,  2.62it/s]\nEpoch 0: |          | 8388/? [53:18<00:00,  2.62it/s]\nEpoch 0: |          | 8389/? [53:19<00:00,  2.62it/s]\nEpoch 0: |          | 8389/? [53:19<00:00,  2.62it/s]\nEpoch 0: |          | 8390/? [53:19<00:00,  2.62it/s]\nEpoch 0: |          | 8390/? [53:19<00:00,  2.62it/s]\nEpoch 0: |          | 8391/? [53:19<00:00,  2.62it/s]\nEpoch 0: |          | 8391/? [53:19<00:00,  2.62it/s]\nEpoch 0: |          | 8392/? [53:20<00:00,  2.62it/s]\nEpoch 0: |          | 8392/? [53:20<00:00,  2.62it/s]\nEpoch 0: |          | 8393/? [53:20<00:00,  2.62it/s]\nEpoch 0: |          | 8393/? [53:20<00:00,  2.62it/s]\nEpoch 0: |          | 8394/? [53:20<00:00,  2.62it/s]\nEpoch 0: |          | 8394/? [53:20<00:00,  2.62it/s]\nEpoch 0: |          | 8395/? [53:20<00:00,  2.62it/s]\nEpoch 0: |          | 8395/? [53:20<00:00,  2.62it/s]\nEpoch 0: |          | 8396/? [53:21<00:00,  2.62it/s]\nEpoch 0: |          | 8396/? [53:21<00:00,  2.62it/s]\nEpoch 0: |          | 8397/? [53:21<00:00,  2.62it/s]\nEpoch 0: |          | 8397/? [53:21<00:00,  2.62it/s]\nEpoch 0: |          | 8398/? [53:21<00:00,  2.62it/s]\nEpoch 0: |          | 8398/? [53:21<00:00,  2.62it/s]\nEpoch 0: |          | 8399/? [53:22<00:00,  2.62it/s]\nEpoch 0: |          | 8399/? [53:22<00:00,  2.62it/s]\nEpoch 0: |          | 8400/? [53:22<00:00,  2.62it/s]\nEpoch 0: |          | 8400/? [53:22<00:00,  2.62it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.53it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.91it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.63it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.90it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 8400/? [53:22<00:00,  2.62it/s]\nEpoch 0: |          | 8401/? [53:22<00:00,  2.62it/s]\nEpoch 0: |          | 8401/? [53:22<00:00,  2.62it/s]\nEpoch 0: |          | 8402/? [53:23<00:00,  2.62it/s]\nEpoch 0: |          | 8402/? [53:23<00:00,  2.62it/s]\nEpoch 0: |          | 8403/? [53:23<00:00,  2.62it/s]\nEpoch 0: |          | 8403/? [53:23<00:00,  2.62it/s]\nEpoch 0: |          | 8404/? [53:23<00:00,  2.62it/s]\nEpoch 0: |          | 8404/? [53:23<00:00,  2.62it/s]\nEpoch 0: |          | 8405/? [53:23<00:00,  2.62it/s]\nEpoch 0: |          | 8405/? [53:23<00:00,  2.62it/s]\nEpoch 0: |          | 8406/? [53:24<00:00,  2.62it/s]\nEpoch 0: |          | 8406/? [53:24<00:00,  2.62it/s]\nEpoch 0: |          | 8407/? [53:24<00:00,  2.62it/s]\nEpoch 0: |          | 8407/? [53:24<00:00,  2.62it/s]\nEpoch 0: |          | 8408/? [53:24<00:00,  2.62it/s]\nEpoch 0: |          | 8408/? [53:24<00:00,  2.62it/s]\nEpoch 0: |          | 8409/? [53:25<00:00,  2.62it/s]\nEpoch 0: |          | 8409/? [53:25<00:00,  2.62it/s]\nEpoch 0: |          | 8410/? [53:25<00:00,  2.62it/s]\nEpoch 0: |          | 8410/? [53:25<00:00,  2.62it/s]\nEpoch 0: |          | 8411/? [53:25<00:00,  2.62it/s]\nEpoch 0: |          | 8411/? [53:25<00:00,  2.62it/s]\nEpoch 0: |          | 8412/? [53:25<00:00,  2.62it/s]\nEpoch 0: |          | 8412/? [53:25<00:00,  2.62it/s]\nEpoch 0: |          | 8413/? [53:26<00:00,  2.62it/s]\nEpoch 0: |          | 8413/? [53:26<00:00,  2.62it/s]\nEpoch 0: |          | 8414/? [53:26<00:00,  2.62it/s]\nEpoch 0: |          | 8414/? [53:26<00:00,  2.62it/s]\nEpoch 0: |          | 8415/? [53:26<00:00,  2.62it/s]\nEpoch 0: |          | 8415/? [53:26<00:00,  2.62it/s]\nEpoch 0: |          | 8416/? [53:26<00:00,  2.62it/s]\nEpoch 0: |          | 8416/? [53:26<00:00,  2.62it/s]\nEpoch 0: |          | 8417/? [53:27<00:00,  2.62it/s]\nEpoch 0: |          | 8417/? [53:27<00:00,  2.62it/s]\nEpoch 0: |          | 8418/? [53:27<00:00,  2.62it/s]\nEpoch 0: |          | 8418/? [53:27<00:00,  2.62it/s]\nEpoch 0: |          | 8419/? [53:27<00:00,  2.62it/s]\nEpoch 0: |          | 8419/? [53:27<00:00,  2.62it/s]\nEpoch 0: |          | 8420/? [53:28<00:00,  2.62it/s]\nEpoch 0: |          | 8420/? [53:28<00:00,  2.62it/s]\nEpoch 0: |          | 8421/? [53:28<00:00,  2.62it/s]\nEpoch 0: |          | 8421/? [53:28<00:00,  2.62it/s]\nEpoch 0: |          | 8422/? [53:28<00:00,  2.62it/s]\nEpoch 0: |          | 8422/? [53:28<00:00,  2.62it/s]\nEpoch 0: |          | 8423/? [53:28<00:00,  2.62it/s]\nEpoch 0: |          | 8423/? [53:28<00:00,  2.62it/s]\nEpoch 0: |          | 8424/? [53:29<00:00,  2.63it/s]\nEpoch 0: |          | 8424/? [53:29<00:00,  2.63it/s]\nEpoch 0: |          | 8425/? [53:29<00:00,  2.63it/s]\nEpoch 0: |          | 8425/? [53:29<00:00,  2.63it/s]\nEpoch 0: |          | 8426/? [53:29<00:00,  2.63it/s]\nEpoch 0: |          | 8426/? [53:29<00:00,  2.63it/s]\nEpoch 0: |          | 8427/? [53:29<00:00,  2.63it/s]\nEpoch 0: |          | 8427/? [53:29<00:00,  2.63it/s]\nEpoch 0: |          | 8428/? [53:30<00:00,  2.63it/s]\nEpoch 0: |          | 8428/? [53:30<00:00,  2.63it/s]\nEpoch 0: |          | 8429/? [53:30<00:00,  2.63it/s]\nEpoch 0: |          | 8429/? [53:30<00:00,  2.63it/s]\nEpoch 0: |          | 8430/? [53:30<00:00,  2.63it/s]\nEpoch 0: |          | 8430/? [53:30<00:00,  2.63it/s]\nEpoch 0: |          | 8431/? [53:31<00:00,  2.63it/s]\nEpoch 0: |          | 8431/? [53:31<00:00,  2.63it/s]\nEpoch 0: |          | 8432/? [53:31<00:00,  2.63it/s]\nEpoch 0: |          | 8432/? [53:31<00:00,  2.63it/s]\nEpoch 0: |          | 8433/? [53:31<00:00,  2.63it/s]\nEpoch 0: |          | 8433/? [53:31<00:00,  2.63it/s]\nEpoch 0: |          | 8434/? [53:31<00:00,  2.63it/s]\nEpoch 0: |          | 8434/? [53:31<00:00,  2.63it/s]\nEpoch 0: |          | 8435/? [53:32<00:00,  2.63it/s]\nEpoch 0: |          | 8435/? [53:32<00:00,  2.63it/s]\nEpoch 0: |          | 8436/? [53:32<00:00,  2.63it/s]\nEpoch 0: |          | 8436/? [53:32<00:00,  2.63it/s]\nEpoch 0: |          | 8437/? [53:32<00:00,  2.63it/s]\nEpoch 0: |          | 8437/? [53:32<00:00,  2.63it/s]\nEpoch 0: |          | 8438/? [53:32<00:00,  2.63it/s]\nEpoch 0: |          | 8438/? [53:32<00:00,  2.63it/s]\nEpoch 0: |          | 8439/? [53:33<00:00,  2.63it/s]\nEpoch 0: |          | 8439/? [53:33<00:00,  2.63it/s]\nEpoch 0: |          | 8440/? [53:33<00:00,  2.63it/s]\nEpoch 0: |          | 8440/? [53:33<00:00,  2.63it/s]\nEpoch 0: |          | 8441/? [53:33<00:00,  2.63it/s]\nEpoch 0: |          | 8441/? [53:33<00:00,  2.63it/s]\nEpoch 0: |          | 8442/? [53:34<00:00,  2.63it/s]\nEpoch 0: |          | 8442/? [53:34<00:00,  2.63it/s]\nEpoch 0: |          | 8443/? [53:34<00:00,  2.63it/s]\nEpoch 0: |          | 8443/? [53:34<00:00,  2.63it/s]\nEpoch 0: |          | 8444/? [53:34<00:00,  2.63it/s]\nEpoch 0: |          | 8444/? [53:34<00:00,  2.63it/s]\nEpoch 0: |          | 8445/? [53:34<00:00,  2.63it/s]\nEpoch 0: |          | 8445/? [53:34<00:00,  2.63it/s]\nEpoch 0: |          | 8446/? [53:35<00:00,  2.63it/s]\nEpoch 0: |          | 8446/? [53:35<00:00,  2.63it/s]\nEpoch 0: |          | 8447/? [53:35<00:00,  2.63it/s]\nEpoch 0: |          | 8447/? [53:35<00:00,  2.63it/s]\nEpoch 0: |          | 8448/? [53:35<00:00,  2.63it/s]\nEpoch 0: |          | 8448/? [53:35<00:00,  2.63it/s]\nEpoch 0: |          | 8449/? [53:35<00:00,  2.63it/s]\nEpoch 0: |          | 8449/? [53:35<00:00,  2.63it/s]\nEpoch 0: |          | 8450/? [53:36<00:00,  2.63it/s]\nEpoch 0: |          | 8450/? [53:36<00:00,  2.63it/s]\nEpoch 0: |          | 8451/? [53:36<00:00,  2.63it/s]\nEpoch 0: |          | 8451/? [53:36<00:00,  2.63it/s]\nEpoch 0: |          | 8452/? [53:36<00:00,  2.63it/s]\nEpoch 0: |          | 8452/? [53:36<00:00,  2.63it/s]\nEpoch 0: |          | 8453/? [53:37<00:00,  2.63it/s]\nEpoch 0: |          | 8453/? [53:37<00:00,  2.63it/s]\nEpoch 0: |          | 8454/? [53:37<00:00,  2.63it/s]\nEpoch 0: |          | 8454/? [53:37<00:00,  2.63it/s]\nEpoch 0: |          | 8455/? [53:37<00:00,  2.63it/s]\nEpoch 0: |          | 8455/? [53:37<00:00,  2.63it/s]\nEpoch 0: |          | 8456/? [53:37<00:00,  2.63it/s]\nEpoch 0: |          | 8456/? [53:37<00:00,  2.63it/s]\nEpoch 0: |          | 8457/? [53:38<00:00,  2.63it/s]\nEpoch 0: |          | 8457/? [53:38<00:00,  2.63it/s]\nEpoch 0: |          | 8458/? [53:38<00:00,  2.63it/s]\nEpoch 0: |          | 8458/? [53:38<00:00,  2.63it/s]\nEpoch 0: |          | 8459/? [53:38<00:00,  2.63it/s]\nEpoch 0: |          | 8459/? [53:38<00:00,  2.63it/s]\nEpoch 0: |          | 8460/? [53:38<00:00,  2.63it/s]\nEpoch 0: |          | 8460/? [53:38<00:00,  2.63it/s]\nEpoch 0: |          | 8461/? [53:39<00:00,  2.63it/s]\nEpoch 0: |          | 8461/? [53:39<00:00,  2.63it/s]\nEpoch 0: |          | 8462/? [53:39<00:00,  2.63it/s]\nEpoch 0: |          | 8462/? [53:39<00:00,  2.63it/s]\nEpoch 0: |          | 8463/? [53:39<00:00,  2.63it/s]\nEpoch 0: |          | 8463/? [53:39<00:00,  2.63it/s]\nEpoch 0: |          | 8464/? [53:39<00:00,  2.63it/s]\nEpoch 0: |          | 8464/? [53:39<00:00,  2.63it/s]\nEpoch 0: |          | 8465/? [53:40<00:00,  2.63it/s]\nEpoch 0: |          | 8465/? [53:40<00:00,  2.63it/s]\nEpoch 0: |          | 8466/? [53:40<00:00,  2.63it/s]\nEpoch 0: |          | 8466/? [53:40<00:00,  2.63it/s]\nEpoch 0: |          | 8467/? [53:40<00:00,  2.63it/s]\nEpoch 0: |          | 8467/? [53:40<00:00,  2.63it/s]\nEpoch 0: |          | 8468/? [53:41<00:00,  2.63it/s]\nEpoch 0: |          | 8468/? [53:41<00:00,  2.63it/s]\nEpoch 0: |          | 8469/? [53:41<00:00,  2.63it/s]\nEpoch 0: |          | 8469/? [53:41<00:00,  2.63it/s]\nEpoch 0: |          | 8470/? [53:41<00:00,  2.63it/s]\nEpoch 0: |          | 8470/? [53:41<00:00,  2.63it/s]\nEpoch 0: |          | 8471/? [53:41<00:00,  2.63it/s]\nEpoch 0: |          | 8471/? [53:41<00:00,  2.63it/s]\nEpoch 0: |          | 8472/? [53:42<00:00,  2.63it/s]\nEpoch 0: |          | 8472/? [53:42<00:00,  2.63it/s]\nEpoch 0: |          | 8473/? [53:42<00:00,  2.63it/s]\nEpoch 0: |          | 8473/? [53:42<00:00,  2.63it/s]\nEpoch 0: |          | 8474/? [53:42<00:00,  2.63it/s]\nEpoch 0: |          | 8474/? [53:42<00:00,  2.63it/s]\nEpoch 0: |          | 8475/? [53:42<00:00,  2.63it/s]\nEpoch 0: |          | 8475/? [53:42<00:00,  2.63it/s]\nEpoch 0: |          | 8476/? [53:43<00:00,  2.63it/s]\nEpoch 0: |          | 8476/? [53:43<00:00,  2.63it/s]\nEpoch 0: |          | 8477/? [53:43<00:00,  2.63it/s]\nEpoch 0: |          | 8477/? [53:43<00:00,  2.63it/s]\nEpoch 0: |          | 8478/? [53:43<00:00,  2.63it/s]\nEpoch 0: |          | 8478/? [53:43<00:00,  2.63it/s]\nEpoch 0: |          | 8479/? [53:44<00:00,  2.63it/s]\nEpoch 0: |          | 8479/? [53:44<00:00,  2.63it/s]\nEpoch 0: |          | 8480/? [53:44<00:00,  2.63it/s]\nEpoch 0: |          | 8480/? [53:44<00:00,  2.63it/s]\nEpoch 0: |          | 8481/? [53:44<00:00,  2.63it/s]\nEpoch 0: |          | 8481/? [53:44<00:00,  2.63it/s]\nEpoch 0: |          | 8482/? [53:44<00:00,  2.63it/s]\nEpoch 0: |          | 8482/? [53:44<00:00,  2.63it/s]\nEpoch 0: |          | 8483/? [53:45<00:00,  2.63it/s]\nEpoch 0: |          | 8483/? [53:45<00:00,  2.63it/s]\nEpoch 0: |          | 8484/? [53:45<00:00,  2.63it/s]\nEpoch 0: |          | 8484/? [53:45<00:00,  2.63it/s]\nEpoch 0: |          | 8485/? [53:45<00:00,  2.63it/s]\nEpoch 0: |          | 8485/? [53:45<00:00,  2.63it/s]\nEpoch 0: |          | 8486/? [53:45<00:00,  2.63it/s]\nEpoch 0: |          | 8486/? [53:45<00:00,  2.63it/s]\nEpoch 0: |          | 8487/? [53:46<00:00,  2.63it/s]\nEpoch 0: |          | 8487/? [53:46<00:00,  2.63it/s]\nEpoch 0: |          | 8488/? [53:46<00:00,  2.63it/s]\nEpoch 0: |          | 8488/? [53:46<00:00,  2.63it/s]\nEpoch 0: |          | 8489/? [53:46<00:00,  2.63it/s]\nEpoch 0: |          | 8489/? [53:46<00:00,  2.63it/s]\nEpoch 0: |          | 8490/? [53:47<00:00,  2.63it/s]\nEpoch 0: |          | 8490/? [53:47<00:00,  2.63it/s]\nEpoch 0: |          | 8491/? [53:47<00:00,  2.63it/s]\nEpoch 0: |          | 8491/? [53:47<00:00,  2.63it/s]\nEpoch 0: |          | 8492/? [53:47<00:00,  2.63it/s]\nEpoch 0: |          | 8492/? [53:47<00:00,  2.63it/s]\nEpoch 0: |          | 8493/? [53:47<00:00,  2.63it/s]\nEpoch 0: |          | 8493/? [53:47<00:00,  2.63it/s]\nEpoch 0: |          | 8494/? [53:48<00:00,  2.63it/s]\nEpoch 0: |          | 8494/? [53:48<00:00,  2.63it/s]\nEpoch 0: |          | 8495/? [53:48<00:00,  2.63it/s]\nEpoch 0: |          | 8495/? [53:48<00:00,  2.63it/s]\nEpoch 0: |          | 8496/? [53:48<00:00,  2.63it/s]\nEpoch 0: |          | 8496/? [53:48<00:00,  2.63it/s]\nEpoch 0: |          | 8497/? [53:48<00:00,  2.63it/s]\nEpoch 0: |          | 8497/? [53:48<00:00,  2.63it/s]\nEpoch 0: |          | 8498/? [53:49<00:00,  2.63it/s]\nEpoch 0: |          | 8498/? [53:49<00:00,  2.63it/s]\nEpoch 0: |          | 8499/? [53:49<00:00,  2.63it/s]\nEpoch 0: |          | 8499/? [53:49<00:00,  2.63it/s]\nEpoch 0: |          | 8500/? [53:49<00:00,  2.63it/s]\nEpoch 0: |          | 8500/? [53:49<00:00,  2.63it/s]\nEpoch 0: |          | 8501/? [53:50<00:00,  2.63it/s]\nEpoch 0: |          | 8501/? [53:50<00:00,  2.63it/s]\nEpoch 0: |          | 8502/? [53:50<00:00,  2.63it/s]\nEpoch 0: |          | 8502/? [53:50<00:00,  2.63it/s]\nEpoch 0: |          | 8503/? [53:50<00:00,  2.63it/s]\nEpoch 0: |          | 8503/? [53:50<00:00,  2.63it/s]\nEpoch 0: |          | 8504/? [53:50<00:00,  2.63it/s]\nEpoch 0: |          | 8504/? [53:50<00:00,  2.63it/s]\nEpoch 0: |          | 8505/? [53:51<00:00,  2.63it/s]\nEpoch 0: |          | 8505/? [53:51<00:00,  2.63it/s]\nEpoch 0: |          | 8506/? [53:51<00:00,  2.63it/s]\nEpoch 0: |          | 8506/? [53:51<00:00,  2.63it/s]\nEpoch 0: |          | 8507/? [53:51<00:00,  2.63it/s]\nEpoch 0: |          | 8507/? [53:51<00:00,  2.63it/s]\nEpoch 0: |          | 8508/? [53:51<00:00,  2.63it/s]\nEpoch 0: |          | 8508/? [53:51<00:00,  2.63it/s]\nEpoch 0: |          | 8509/? [53:52<00:00,  2.63it/s]\nEpoch 0: |          | 8509/? [53:52<00:00,  2.63it/s]\nEpoch 0: |          | 8510/? [53:52<00:00,  2.63it/s]\nEpoch 0: |          | 8510/? [53:52<00:00,  2.63it/s]\nEpoch 0: |          | 8511/? [53:52<00:00,  2.63it/s]\nEpoch 0: |          | 8511/? [53:52<00:00,  2.63it/s]\nEpoch 0: |          | 8512/? [53:53<00:00,  2.63it/s]\nEpoch 0: |          | 8512/? [53:53<00:00,  2.63it/s]\nEpoch 0: |          | 8513/? [53:53<00:00,  2.63it/s]\nEpoch 0: |          | 8513/? [53:53<00:00,  2.63it/s]\nEpoch 0: |          | 8514/? [53:53<00:00,  2.63it/s]\nEpoch 0: |          | 8514/? [53:53<00:00,  2.63it/s]\nEpoch 0: |          | 8515/? [53:53<00:00,  2.63it/s]\nEpoch 0: |          | 8515/? [53:53<00:00,  2.63it/s]\nEpoch 0: |          | 8516/? [53:54<00:00,  2.63it/s]\nEpoch 0: |          | 8516/? [53:54<00:00,  2.63it/s]\nEpoch 0: |          | 8517/? [53:54<00:00,  2.63it/s]\nEpoch 0: |          | 8517/? [53:54<00:00,  2.63it/s]\nEpoch 0: |          | 8518/? [53:54<00:00,  2.63it/s]\nEpoch 0: |          | 8518/? [53:54<00:00,  2.63it/s]\nEpoch 0: |          | 8519/? [53:54<00:00,  2.63it/s]\nEpoch 0: |          | 8519/? [53:54<00:00,  2.63it/s]\nEpoch 0: |          | 8520/? [53:55<00:00,  2.63it/s]\nEpoch 0: |          | 8520/? [53:55<00:00,  2.63it/s]\nEpoch 0: |          | 8521/? [53:55<00:00,  2.63it/s]\nEpoch 0: |          | 8521/? [53:55<00:00,  2.63it/s]\nEpoch 0: |          | 8522/? [53:55<00:00,  2.63it/s]\nEpoch 0: |          | 8522/? [53:55<00:00,  2.63it/s]\nEpoch 0: |          | 8523/? [53:56<00:00,  2.63it/s]\nEpoch 0: |          | 8523/? [53:56<00:00,  2.63it/s]\nEpoch 0: |          | 8524/? [53:56<00:00,  2.63it/s]\nEpoch 0: |          | 8524/? [53:56<00:00,  2.63it/s]\nEpoch 0: |          | 8525/? [53:56<00:00,  2.63it/s]\nEpoch 0: |          | 8525/? [53:56<00:00,  2.63it/s]\nEpoch 0: |          | 8526/? [53:56<00:00,  2.63it/s]\nEpoch 0: |          | 8526/? [53:56<00:00,  2.63it/s]\nEpoch 0: |          | 8527/? [53:57<00:00,  2.63it/s]\nEpoch 0: |          | 8527/? [53:57<00:00,  2.63it/s]\nEpoch 0: |          | 8528/? [53:57<00:00,  2.63it/s]\nEpoch 0: |          | 8528/? [53:57<00:00,  2.63it/s]\nEpoch 0: |          | 8529/? [53:57<00:00,  2.63it/s]\nEpoch 0: |          | 8529/? [53:57<00:00,  2.63it/s]\nEpoch 0: |          | 8530/? [53:57<00:00,  2.63it/s]\nEpoch 0: |          | 8530/? [53:57<00:00,  2.63it/s]\nEpoch 0: |          | 8531/? [53:58<00:00,  2.63it/s]\nEpoch 0: |          | 8531/? [53:58<00:00,  2.63it/s]\nEpoch 0: |          | 8532/? [53:58<00:00,  2.63it/s]\nEpoch 0: |          | 8532/? [53:58<00:00,  2.63it/s]\nEpoch 0: |          | 8533/? [53:58<00:00,  2.63it/s]\nEpoch 0: |          | 8533/? [53:58<00:00,  2.63it/s]\nEpoch 0: |          | 8534/? [53:58<00:00,  2.63it/s]\nEpoch 0: |          | 8534/? [53:58<00:00,  2.63it/s]\nEpoch 0: |          | 8535/? [53:59<00:00,  2.63it/s]\nEpoch 0: |          | 8535/? [53:59<00:00,  2.63it/s]\nEpoch 0: |          | 8536/? [53:59<00:00,  2.63it/s]\nEpoch 0: |          | 8536/? [53:59<00:00,  2.63it/s]\nEpoch 0: |          | 8537/? [53:59<00:00,  2.64it/s]\nEpoch 0: |          | 8537/? [53:59<00:00,  2.64it/s]\nEpoch 0: |          | 8538/? [54:00<00:00,  2.64it/s]\nEpoch 0: |          | 8538/? [54:00<00:00,  2.64it/s]\nEpoch 0: |          | 8539/? [54:00<00:00,  2.64it/s]\nEpoch 0: |          | 8539/? [54:00<00:00,  2.64it/s]\nEpoch 0: |          | 8540/? [54:00<00:00,  2.64it/s]\nEpoch 0: |          | 8540/? [54:00<00:00,  2.64it/s]\nEpoch 0: |          | 8541/? [54:00<00:00,  2.64it/s]\nEpoch 0: |          | 8541/? [54:00<00:00,  2.64it/s]\nEpoch 0: |          | 8542/? [54:01<00:00,  2.64it/s]\nEpoch 0: |          | 8542/? [54:01<00:00,  2.64it/s]\nEpoch 0: |          | 8543/? [54:01<00:00,  2.64it/s]\nEpoch 0: |          | 8543/? [54:01<00:00,  2.64it/s]\nEpoch 0: |          | 8544/? [54:01<00:00,  2.64it/s]\nEpoch 0: |          | 8544/? [54:01<00:00,  2.64it/s]\nEpoch 0: |          | 8545/? [54:01<00:00,  2.64it/s]\nEpoch 0: |          | 8545/? [54:01<00:00,  2.64it/s]\nEpoch 0: |          | 8546/? [54:02<00:00,  2.64it/s]\nEpoch 0: |          | 8546/? [54:02<00:00,  2.64it/s]\nEpoch 0: |          | 8547/? [54:02<00:00,  2.64it/s]\nEpoch 0: |          | 8547/? [54:02<00:00,  2.64it/s]\nEpoch 0: |          | 8548/? [54:02<00:00,  2.64it/s]\nEpoch 0: |          | 8548/? [54:02<00:00,  2.64it/s]\nEpoch 0: |          | 8549/? [54:03<00:00,  2.64it/s]\nEpoch 0: |          | 8549/? [54:03<00:00,  2.64it/s]\nEpoch 0: |          | 8550/? [54:03<00:00,  2.64it/s]\nEpoch 0: |          | 8550/? [54:03<00:00,  2.64it/s]\nEpoch 0: |          | 8551/? [54:03<00:00,  2.64it/s]\nEpoch 0: |          | 8551/? [54:03<00:00,  2.64it/s]\nEpoch 0: |          | 8552/? [54:03<00:00,  2.64it/s]\nEpoch 0: |          | 8552/? [54:03<00:00,  2.64it/s]\nEpoch 0: |          | 8553/? [54:04<00:00,  2.64it/s]\nEpoch 0: |          | 8553/? [54:04<00:00,  2.64it/s]\nEpoch 0: |          | 8554/? [54:04<00:00,  2.64it/s]\nEpoch 0: |          | 8554/? [54:04<00:00,  2.64it/s]\nEpoch 0: |          | 8555/? [54:04<00:00,  2.64it/s]\nEpoch 0: |          | 8555/? [54:04<00:00,  2.64it/s]\nEpoch 0: |          | 8556/? [54:04<00:00,  2.64it/s]\nEpoch 0: |          | 8556/? [54:04<00:00,  2.64it/s]\nEpoch 0: |          | 8557/? [54:05<00:00,  2.64it/s]\nEpoch 0: |          | 8557/? [54:05<00:00,  2.64it/s]\nEpoch 0: |          | 8558/? [54:05<00:00,  2.64it/s]\nEpoch 0: |          | 8558/? [54:05<00:00,  2.64it/s]\nEpoch 0: |          | 8559/? [54:05<00:00,  2.64it/s]\nEpoch 0: |          | 8559/? [54:05<00:00,  2.64it/s]\nEpoch 0: |          | 8560/? [54:06<00:00,  2.64it/s]\nEpoch 0: |          | 8560/? [54:06<00:00,  2.64it/s]\nEpoch 0: |          | 8561/? [54:06<00:00,  2.64it/s]\nEpoch 0: |          | 8561/? [54:06<00:00,  2.64it/s]\nEpoch 0: |          | 8562/? [54:06<00:00,  2.64it/s]\nEpoch 0: |          | 8562/? [54:06<00:00,  2.64it/s]\nEpoch 0: |          | 8563/? [54:06<00:00,  2.64it/s]\nEpoch 0: |          | 8563/? [54:06<00:00,  2.64it/s]\nEpoch 0: |          | 8564/? [54:07<00:00,  2.64it/s]\nEpoch 0: |          | 8564/? [54:07<00:00,  2.64it/s]\nEpoch 0: |          | 8565/? [54:07<00:00,  2.64it/s]\nEpoch 0: |          | 8565/? [54:07<00:00,  2.64it/s]\nEpoch 0: |          | 8566/? [54:07<00:00,  2.64it/s]\nEpoch 0: |          | 8566/? [54:07<00:00,  2.64it/s]\nEpoch 0: |          | 8567/? [54:07<00:00,  2.64it/s]\nEpoch 0: |          | 8567/? [54:07<00:00,  2.64it/s]\nEpoch 0: |          | 8568/? [54:08<00:00,  2.64it/s]\nEpoch 0: |          | 8568/? [54:08<00:00,  2.64it/s]\nEpoch 0: |          | 8569/? [54:08<00:00,  2.64it/s]\nEpoch 0: |          | 8569/? [54:08<00:00,  2.64it/s]\nEpoch 0: |          | 8570/? [54:08<00:00,  2.64it/s]\nEpoch 0: |          | 8570/? [54:08<00:00,  2.64it/s]\nEpoch 0: |          | 8571/? [54:09<00:00,  2.64it/s]\nEpoch 0: |          | 8571/? [54:09<00:00,  2.64it/s]\nEpoch 0: |          | 8572/? [54:09<00:00,  2.64it/s]\nEpoch 0: |          | 8572/? [54:09<00:00,  2.64it/s]\nEpoch 0: |          | 8573/? [54:09<00:00,  2.64it/s]\nEpoch 0: |          | 8573/? [54:09<00:00,  2.64it/s]\nEpoch 0: |          | 8574/? [54:09<00:00,  2.64it/s]\nEpoch 0: |          | 8574/? [54:09<00:00,  2.64it/s]\nEpoch 0: |          | 8575/? [54:10<00:00,  2.64it/s]\nEpoch 0: |          | 8575/? [54:10<00:00,  2.64it/s]\nEpoch 0: |          | 8576/? [54:10<00:00,  2.64it/s]\nEpoch 0: |          | 8576/? [54:10<00:00,  2.64it/s]\nEpoch 0: |          | 8577/? [54:10<00:00,  2.64it/s]\nEpoch 0: |          | 8577/? [54:10<00:00,  2.64it/s]\nEpoch 0: |          | 8578/? [54:10<00:00,  2.64it/s]\nEpoch 0: |          | 8578/? [54:10<00:00,  2.64it/s]\nEpoch 0: |          | 8579/? [54:11<00:00,  2.64it/s]\nEpoch 0: |          | 8579/? [54:11<00:00,  2.64it/s]\nEpoch 0: |          | 8580/? [54:11<00:00,  2.64it/s]\nEpoch 0: |          | 8580/? [54:11<00:00,  2.64it/s]\nEpoch 0: |          | 8581/? [54:11<00:00,  2.64it/s]\nEpoch 0: |          | 8581/? [54:11<00:00,  2.64it/s]\nEpoch 0: |          | 8582/? [54:11<00:00,  2.64it/s]\nEpoch 0: |          | 8582/? [54:11<00:00,  2.64it/s]\nEpoch 0: |          | 8583/? [54:12<00:00,  2.64it/s]\nEpoch 0: |          | 8583/? [54:12<00:00,  2.64it/s]\nEpoch 0: |          | 8584/? [54:12<00:00,  2.64it/s]\nEpoch 0: |          | 8584/? [54:12<00:00,  2.64it/s]\nEpoch 0: |          | 8585/? [54:12<00:00,  2.64it/s]\nEpoch 0: |          | 8585/? [54:12<00:00,  2.64it/s]\nEpoch 0: |          | 8586/? [54:13<00:00,  2.64it/s]\nEpoch 0: |          | 8586/? [54:13<00:00,  2.64it/s]\nEpoch 0: |          | 8587/? [54:13<00:00,  2.64it/s]\nEpoch 0: |          | 8587/? [54:13<00:00,  2.64it/s]\nEpoch 0: |          | 8588/? [54:13<00:00,  2.64it/s]\nEpoch 0: |          | 8588/? [54:13<00:00,  2.64it/s]\nEpoch 0: |          | 8589/? [54:13<00:00,  2.64it/s]\nEpoch 0: |          | 8589/? [54:13<00:00,  2.64it/s]\nEpoch 0: |          | 8590/? [54:14<00:00,  2.64it/s]\nEpoch 0: |          | 8590/? [54:14<00:00,  2.64it/s]\nEpoch 0: |          | 8591/? [54:14<00:00,  2.64it/s]\nEpoch 0: |          | 8591/? [54:14<00:00,  2.64it/s]\nEpoch 0: |          | 8592/? [54:14<00:00,  2.64it/s]\nEpoch 0: |          | 8592/? [54:14<00:00,  2.64it/s]\nEpoch 0: |          | 8593/? [54:14<00:00,  2.64it/s]\nEpoch 0: |          | 8593/? [54:14<00:00,  2.64it/s]\nEpoch 0: |          | 8594/? [54:15<00:00,  2.64it/s]\nEpoch 0: |          | 8594/? [54:15<00:00,  2.64it/s]\nEpoch 0: |          | 8595/? [54:15<00:00,  2.64it/s]\nEpoch 0: |          | 8595/? [54:15<00:00,  2.64it/s]\nEpoch 0: |          | 8596/? [54:15<00:00,  2.64it/s]\nEpoch 0: |          | 8596/? [54:15<00:00,  2.64it/s]\nEpoch 0: |          | 8597/? [54:16<00:00,  2.64it/s]\nEpoch 0: |          | 8597/? [54:16<00:00,  2.64it/s]\nEpoch 0: |          | 8598/? [54:16<00:00,  2.64it/s]\nEpoch 0: |          | 8598/? [54:16<00:00,  2.64it/s]\nEpoch 0: |          | 8599/? [54:16<00:00,  2.64it/s]\nEpoch 0: |          | 8599/? [54:16<00:00,  2.64it/s]\nEpoch 0: |          | 8600/? [54:16<00:00,  2.64it/s]\nEpoch 0: |          | 8600/? [54:16<00:00,  2.64it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.18it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.23it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.97it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.15it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 8600/? [54:17<00:00,  2.64it/s]\nEpoch 0: |          | 8601/? [54:17<00:00,  2.64it/s]\nEpoch 0: |          | 8601/? [54:17<00:00,  2.64it/s]\nEpoch 0: |          | 8602/? [54:17<00:00,  2.64it/s]\nEpoch 0: |          | 8602/? [54:17<00:00,  2.64it/s]\nEpoch 0: |          | 8603/? [54:17<00:00,  2.64it/s]\nEpoch 0: |          | 8603/? [54:17<00:00,  2.64it/s]\nEpoch 0: |          | 8604/? [54:18<00:00,  2.64it/s]\nEpoch 0: |          | 8604/? [54:18<00:00,  2.64it/s]\nEpoch 0: |          | 8605/? [54:18<00:00,  2.64it/s]\nEpoch 0: |          | 8605/? [54:18<00:00,  2.64it/s]\nEpoch 0: |          | 8606/? [54:18<00:00,  2.64it/s]\nEpoch 0: |          | 8606/? [54:18<00:00,  2.64it/s]\nEpoch 0: |          | 8607/? [54:18<00:00,  2.64it/s]\nEpoch 0: |          | 8607/? [54:18<00:00,  2.64it/s]\nEpoch 0: |          | 8608/? [54:19<00:00,  2.64it/s]\nEpoch 0: |          | 8608/? [54:19<00:00,  2.64it/s]\nEpoch 0: |          | 8609/? [54:19<00:00,  2.64it/s]\nEpoch 0: |          | 8609/? [54:19<00:00,  2.64it/s]\nEpoch 0: |          | 8610/? [54:19<00:00,  2.64it/s]\nEpoch 0: |          | 8610/? [54:19<00:00,  2.64it/s]\nEpoch 0: |          | 8611/? [54:20<00:00,  2.64it/s]\nEpoch 0: |          | 8611/? [54:20<00:00,  2.64it/s]\nEpoch 0: |          | 8612/? [54:20<00:00,  2.64it/s]\nEpoch 0: |          | 8612/? [54:20<00:00,  2.64it/s]\nEpoch 0: |          | 8613/? [54:20<00:00,  2.64it/s]\nEpoch 0: |          | 8613/? [54:20<00:00,  2.64it/s]\nEpoch 0: |          | 8614/? [54:20<00:00,  2.64it/s]\nEpoch 0: |          | 8614/? [54:20<00:00,  2.64it/s]\nEpoch 0: |          | 8615/? [54:21<00:00,  2.64it/s]\nEpoch 0: |          | 8615/? [54:21<00:00,  2.64it/s]\nEpoch 0: |          | 8616/? [54:21<00:00,  2.64it/s]\nEpoch 0: |          | 8616/? [54:21<00:00,  2.64it/s]\nEpoch 0: |          | 8617/? [54:21<00:00,  2.64it/s]\nEpoch 0: |          | 8617/? [54:21<00:00,  2.64it/s]\nEpoch 0: |          | 8618/? [54:21<00:00,  2.64it/s]\nEpoch 0: |          | 8618/? [54:21<00:00,  2.64it/s]\nEpoch 0: |          | 8619/? [54:22<00:00,  2.64it/s]\nEpoch 0: |          | 8619/? [54:22<00:00,  2.64it/s]\nEpoch 0: |          | 8620/? [54:22<00:00,  2.64it/s]\nEpoch 0: |          | 8620/? [54:22<00:00,  2.64it/s]\nEpoch 0: |          | 8621/? [54:22<00:00,  2.64it/s]\nEpoch 0: |          | 8621/? [54:22<00:00,  2.64it/s]\nEpoch 0: |          | 8622/? [54:23<00:00,  2.64it/s]\nEpoch 0: |          | 8622/? [54:23<00:00,  2.64it/s]\nEpoch 0: |          | 8623/? [54:23<00:00,  2.64it/s]\nEpoch 0: |          | 8623/? [54:23<00:00,  2.64it/s]\nEpoch 0: |          | 8624/? [54:23<00:00,  2.64it/s]\nEpoch 0: |          | 8624/? [54:23<00:00,  2.64it/s]\nEpoch 0: |          | 8625/? [54:23<00:00,  2.64it/s]\nEpoch 0: |          | 8625/? [54:23<00:00,  2.64it/s]\nEpoch 0: |          | 8626/? [54:24<00:00,  2.64it/s]\nEpoch 0: |          | 8626/? [54:24<00:00,  2.64it/s]\nEpoch 0: |          | 8627/? [54:24<00:00,  2.64it/s]\nEpoch 0: |          | 8627/? [54:24<00:00,  2.64it/s]\nEpoch 0: |          | 8628/? [54:24<00:00,  2.64it/s]\nEpoch 0: |          | 8628/? [54:24<00:00,  2.64it/s]\nEpoch 0: |          | 8629/? [54:24<00:00,  2.64it/s]\nEpoch 0: |          | 8629/? [54:24<00:00,  2.64it/s]\nEpoch 0: |          | 8630/? [54:25<00:00,  2.64it/s]\nEpoch 0: |          | 8630/? [54:25<00:00,  2.64it/s]\nEpoch 0: |          | 8631/? [54:25<00:00,  2.64it/s]\nEpoch 0: |          | 8631/? [54:25<00:00,  2.64it/s]\nEpoch 0: |          | 8632/? [54:25<00:00,  2.64it/s]\nEpoch 0: |          | 8632/? [54:25<00:00,  2.64it/s]\nEpoch 0: |          | 8633/? [54:26<00:00,  2.64it/s]\nEpoch 0: |          | 8633/? [54:26<00:00,  2.64it/s]\nEpoch 0: |          | 8634/? [54:26<00:00,  2.64it/s]\nEpoch 0: |          | 8634/? [54:26<00:00,  2.64it/s]\nEpoch 0: |          | 8635/? [54:26<00:00,  2.64it/s]\nEpoch 0: |          | 8635/? [54:26<00:00,  2.64it/s]\nEpoch 0: |          | 8636/? [54:26<00:00,  2.64it/s]\nEpoch 0: |          | 8636/? [54:26<00:00,  2.64it/s]\nEpoch 0: |          | 8637/? [54:27<00:00,  2.64it/s]\nEpoch 0: |          | 8637/? [54:27<00:00,  2.64it/s]\nEpoch 0: |          | 8638/? [54:27<00:00,  2.64it/s]\nEpoch 0: |          | 8638/? [54:27<00:00,  2.64it/s]\nEpoch 0: |          | 8639/? [54:27<00:00,  2.64it/s]\nEpoch 0: |          | 8639/? [54:27<00:00,  2.64it/s]\nEpoch 0: |          | 8640/? [54:27<00:00,  2.64it/s]\nEpoch 0: |          | 8640/? [54:27<00:00,  2.64it/s]\nEpoch 0: |          | 8641/? [54:28<00:00,  2.64it/s]\nEpoch 0: |          | 8641/? [54:28<00:00,  2.64it/s]\nEpoch 0: |          | 8642/? [54:28<00:00,  2.64it/s]\nEpoch 0: |          | 8642/? [54:28<00:00,  2.64it/s]\nEpoch 0: |          | 8643/? [54:28<00:00,  2.64it/s]\nEpoch 0: |          | 8643/? [54:28<00:00,  2.64it/s]\nEpoch 0: |          | 8644/? [54:28<00:00,  2.64it/s]\nEpoch 0: |          | 8644/? [54:28<00:00,  2.64it/s]\nEpoch 0: |          | 8645/? [54:29<00:00,  2.64it/s]\nEpoch 0: |          | 8645/? [54:29<00:00,  2.64it/s]\nEpoch 0: |          | 8646/? [54:29<00:00,  2.64it/s]\nEpoch 0: |          | 8646/? [54:29<00:00,  2.64it/s]\nEpoch 0: |          | 8647/? [54:29<00:00,  2.64it/s]\nEpoch 0: |          | 8647/? [54:29<00:00,  2.64it/s]\nEpoch 0: |          | 8648/? [54:30<00:00,  2.64it/s]\nEpoch 0: |          | 8648/? [54:30<00:00,  2.64it/s]\nEpoch 0: |          | 8649/? [54:30<00:00,  2.64it/s]\nEpoch 0: |          | 8649/? [54:30<00:00,  2.64it/s]\nEpoch 0: |          | 8650/? [54:30<00:00,  2.64it/s]\nEpoch 0: |          | 8650/? [54:30<00:00,  2.64it/s]\nEpoch 0: |          | 8651/? [54:30<00:00,  2.64it/s]\nEpoch 0: |          | 8651/? [54:30<00:00,  2.64it/s]\nEpoch 0: |          | 8652/? [54:31<00:00,  2.64it/s]\nEpoch 0: |          | 8652/? [54:31<00:00,  2.64it/s]\nEpoch 0: |          | 8653/? [54:31<00:00,  2.65it/s]\nEpoch 0: |          | 8653/? [54:31<00:00,  2.65it/s]\nEpoch 0: |          | 8654/? [54:31<00:00,  2.65it/s]\nEpoch 0: |          | 8654/? [54:31<00:00,  2.65it/s]\nEpoch 0: |          | 8655/? [54:31<00:00,  2.65it/s]\nEpoch 0: |          | 8655/? [54:31<00:00,  2.65it/s]\nEpoch 0: |          | 8656/? [54:32<00:00,  2.65it/s]\nEpoch 0: |          | 8656/? [54:32<00:00,  2.65it/s]\nEpoch 0: |          | 8657/? [54:32<00:00,  2.65it/s]\nEpoch 0: |          | 8657/? [54:32<00:00,  2.65it/s]\nEpoch 0: |          | 8658/? [54:32<00:00,  2.65it/s]\nEpoch 0: |          | 8658/? [54:32<00:00,  2.65it/s]\nEpoch 0: |          | 8659/? [54:33<00:00,  2.65it/s]\nEpoch 0: |          | 8659/? [54:33<00:00,  2.65it/s]\nEpoch 0: |          | 8660/? [54:33<00:00,  2.65it/s]\nEpoch 0: |          | 8660/? [54:33<00:00,  2.65it/s]\nEpoch 0: |          | 8661/? [54:33<00:00,  2.65it/s]\nEpoch 0: |          | 8661/? [54:33<00:00,  2.65it/s]\nEpoch 0: |          | 8662/? [54:33<00:00,  2.65it/s]\nEpoch 0: |          | 8662/? [54:33<00:00,  2.65it/s]\nEpoch 0: |          | 8663/? [54:34<00:00,  2.65it/s]\nEpoch 0: |          | 8663/? [54:34<00:00,  2.65it/s]\nEpoch 0: |          | 8664/? [54:34<00:00,  2.65it/s]\nEpoch 0: |          | 8664/? [54:34<00:00,  2.65it/s]\nEpoch 0: |          | 8665/? [54:34<00:00,  2.65it/s]\nEpoch 0: |          | 8665/? [54:34<00:00,  2.65it/s]\nEpoch 0: |          | 8666/? [54:34<00:00,  2.65it/s]\nEpoch 0: |          | 8666/? [54:34<00:00,  2.65it/s]\nEpoch 0: |          | 8667/? [54:35<00:00,  2.65it/s]\nEpoch 0: |          | 8667/? [54:35<00:00,  2.65it/s]\nEpoch 0: |          | 8668/? [54:35<00:00,  2.65it/s]\nEpoch 0: |          | 8668/? [54:35<00:00,  2.65it/s]\nEpoch 0: |          | 8669/? [54:35<00:00,  2.65it/s]\nEpoch 0: |          | 8669/? [54:35<00:00,  2.65it/s]\nEpoch 0: |          | 8670/? [54:36<00:00,  2.65it/s]\nEpoch 0: |          | 8670/? [54:36<00:00,  2.65it/s]\nEpoch 0: |          | 8671/? [54:36<00:00,  2.65it/s]\nEpoch 0: |          | 8671/? [54:36<00:00,  2.65it/s]\nEpoch 0: |          | 8672/? [54:36<00:00,  2.65it/s]\nEpoch 0: |          | 8672/? [54:36<00:00,  2.65it/s]\nEpoch 0: |          | 8673/? [54:36<00:00,  2.65it/s]\nEpoch 0: |          | 8673/? [54:36<00:00,  2.65it/s]\nEpoch 0: |          | 8674/? [54:37<00:00,  2.65it/s]\nEpoch 0: |          | 8674/? [54:37<00:00,  2.65it/s]\nEpoch 0: |          | 8675/? [54:37<00:00,  2.65it/s]\nEpoch 0: |          | 8675/? [54:37<00:00,  2.65it/s]\nEpoch 0: |          | 8676/? [54:37<00:00,  2.65it/s]\nEpoch 0: |          | 8676/? [54:37<00:00,  2.65it/s]\nEpoch 0: |          | 8677/? [54:37<00:00,  2.65it/s]\nEpoch 0: |          | 8677/? [54:37<00:00,  2.65it/s]\nEpoch 0: |          | 8678/? [54:38<00:00,  2.65it/s]\nEpoch 0: |          | 8678/? [54:38<00:00,  2.65it/s]\nEpoch 0: |          | 8679/? [54:38<00:00,  2.65it/s]\nEpoch 0: |          | 8679/? [54:38<00:00,  2.65it/s]\nEpoch 0: |          | 8680/? [54:38<00:00,  2.65it/s]\nEpoch 0: |          | 8680/? [54:38<00:00,  2.65it/s]\nEpoch 0: |          | 8681/? [54:38<00:00,  2.65it/s]\nEpoch 0: |          | 8681/? [54:38<00:00,  2.65it/s]\nEpoch 0: |          | 8682/? [54:39<00:00,  2.65it/s]\nEpoch 0: |          | 8682/? [54:39<00:00,  2.65it/s]\nEpoch 0: |          | 8683/? [54:39<00:00,  2.65it/s]\nEpoch 0: |          | 8683/? [54:39<00:00,  2.65it/s]\nEpoch 0: |          | 8684/? [54:39<00:00,  2.65it/s]\nEpoch 0: |          | 8684/? [54:39<00:00,  2.65it/s]\nEpoch 0: |          | 8685/? [54:40<00:00,  2.65it/s]\nEpoch 0: |          | 8685/? [54:40<00:00,  2.65it/s]\nEpoch 0: |          | 8686/? [54:40<00:00,  2.65it/s]\nEpoch 0: |          | 8686/? [54:40<00:00,  2.65it/s]\nEpoch 0: |          | 8687/? [54:40<00:00,  2.65it/s]\nEpoch 0: |          | 8687/? [54:40<00:00,  2.65it/s]\nEpoch 0: |          | 8688/? [54:40<00:00,  2.65it/s]\nEpoch 0: |          | 8688/? [54:40<00:00,  2.65it/s]\nEpoch 0: |          | 8689/? [54:41<00:00,  2.65it/s]\nEpoch 0: |          | 8689/? [54:41<00:00,  2.65it/s]\nEpoch 0: |          | 8690/? [54:41<00:00,  2.65it/s]\nEpoch 0: |          | 8690/? [54:41<00:00,  2.65it/s]\nEpoch 0: |          | 8691/? [54:41<00:00,  2.65it/s]\nEpoch 0: |          | 8691/? [54:41<00:00,  2.65it/s]\nEpoch 0: |          | 8692/? [54:41<00:00,  2.65it/s]\nEpoch 0: |          | 8692/? [54:41<00:00,  2.65it/s]\nEpoch 0: |          | 8693/? [54:42<00:00,  2.65it/s]\nEpoch 0: |          | 8693/? [54:42<00:00,  2.65it/s]\nEpoch 0: |          | 8694/? [54:42<00:00,  2.65it/s]\nEpoch 0: |          | 8694/? [54:42<00:00,  2.65it/s]\nEpoch 0: |          | 8695/? [54:42<00:00,  2.65it/s]\nEpoch 0: |          | 8695/? [54:42<00:00,  2.65it/s]\nEpoch 0: |          | 8696/? [54:43<00:00,  2.65it/s]\nEpoch 0: |          | 8696/? [54:43<00:00,  2.65it/s]\nEpoch 0: |          | 8697/? [54:43<00:00,  2.65it/s]\nEpoch 0: |          | 8697/? [54:43<00:00,  2.65it/s]\nEpoch 0: |          | 8698/? [54:43<00:00,  2.65it/s]\nEpoch 0: |          | 8698/? [54:43<00:00,  2.65it/s]\nEpoch 0: |          | 8699/? [54:43<00:00,  2.65it/s]\nEpoch 0: |          | 8699/? [54:43<00:00,  2.65it/s]\nEpoch 0: |          | 8700/? [54:44<00:00,  2.65it/s]\nEpoch 0: |          | 8700/? [54:44<00:00,  2.65it/s]\nEpoch 0: |          | 8701/? [54:44<00:00,  2.65it/s]\nEpoch 0: |          | 8701/? [54:44<00:00,  2.65it/s]\nEpoch 0: |          | 8702/? [54:44<00:00,  2.65it/s]\nEpoch 0: |          | 8702/? [54:44<00:00,  2.65it/s]\nEpoch 0: |          | 8703/? [54:44<00:00,  2.65it/s]\nEpoch 0: |          | 8703/? [54:44<00:00,  2.65it/s]\nEpoch 0: |          | 8704/? [54:45<00:00,  2.65it/s]\nEpoch 0: |          | 8704/? [54:45<00:00,  2.65it/s]\nEpoch 0: |          | 8705/? [54:45<00:00,  2.65it/s]\nEpoch 0: |          | 8705/? [54:45<00:00,  2.65it/s]\nEpoch 0: |          | 8706/? [54:45<00:00,  2.65it/s]\nEpoch 0: |          | 8706/? [54:45<00:00,  2.65it/s]\nEpoch 0: |          | 8707/? [54:45<00:00,  2.65it/s]\nEpoch 0: |          | 8707/? [54:45<00:00,  2.65it/s]\nEpoch 0: |          | 8708/? [54:46<00:00,  2.65it/s]\nEpoch 0: |          | 8708/? [54:46<00:00,  2.65it/s]\nEpoch 0: |          | 8709/? [54:46<00:00,  2.65it/s]\nEpoch 0: |          | 8709/? [54:46<00:00,  2.65it/s]\nEpoch 0: |          | 8710/? [54:46<00:00,  2.65it/s]\nEpoch 0: |          | 8710/? [54:46<00:00,  2.65it/s]\nEpoch 0: |          | 8711/? [54:47<00:00,  2.65it/s]\nEpoch 0: |          | 8711/? [54:47<00:00,  2.65it/s]\nEpoch 0: |          | 8712/? [54:47<00:00,  2.65it/s]\nEpoch 0: |          | 8712/? [54:47<00:00,  2.65it/s]\nEpoch 0: |          | 8713/? [54:47<00:00,  2.65it/s]\nEpoch 0: |          | 8713/? [54:47<00:00,  2.65it/s]\nEpoch 0: |          | 8714/? [54:47<00:00,  2.65it/s]\nEpoch 0: |          | 8714/? [54:47<00:00,  2.65it/s]\nEpoch 0: |          | 8715/? [54:48<00:00,  2.65it/s]\nEpoch 0: |          | 8715/? [54:48<00:00,  2.65it/s]\nEpoch 0: |          | 8716/? [54:48<00:00,  2.65it/s]\nEpoch 0: |          | 8716/? [54:48<00:00,  2.65it/s]\nEpoch 0: |          | 8717/? [54:48<00:00,  2.65it/s]\nEpoch 0: |          | 8717/? [54:48<00:00,  2.65it/s]\nEpoch 0: |          | 8718/? [54:48<00:00,  2.65it/s]\nEpoch 0: |          | 8718/? [54:48<00:00,  2.65it/s]\nEpoch 0: |          | 8719/? [54:49<00:00,  2.65it/s]\nEpoch 0: |          | 8719/? [54:49<00:00,  2.65it/s]\nEpoch 0: |          | 8720/? [54:49<00:00,  2.65it/s]\nEpoch 0: |          | 8720/? [54:49<00:00,  2.65it/s]\nEpoch 0: |          | 8721/? [54:49<00:00,  2.65it/s]\nEpoch 0: |          | 8721/? [54:49<00:00,  2.65it/s]\nEpoch 0: |          | 8722/? [54:50<00:00,  2.65it/s]\nEpoch 0: |          | 8722/? [54:50<00:00,  2.65it/s]\nEpoch 0: |          | 8723/? [54:50<00:00,  2.65it/s]\nEpoch 0: |          | 8723/? [54:50<00:00,  2.65it/s]\nEpoch 0: |          | 8724/? [54:50<00:00,  2.65it/s]\nEpoch 0: |          | 8724/? [54:50<00:00,  2.65it/s]\nEpoch 0: |          | 8725/? [54:50<00:00,  2.65it/s]\nEpoch 0: |          | 8725/? [54:50<00:00,  2.65it/s]\nEpoch 0: |          | 8726/? [54:51<00:00,  2.65it/s]\nEpoch 0: |          | 8726/? [54:51<00:00,  2.65it/s]\nEpoch 0: |          | 8727/? [54:51<00:00,  2.65it/s]\nEpoch 0: |          | 8727/? [54:51<00:00,  2.65it/s]\nEpoch 0: |          | 8728/? [54:51<00:00,  2.65it/s]\nEpoch 0: |          | 8728/? [54:51<00:00,  2.65it/s]\nEpoch 0: |          | 8729/? [54:51<00:00,  2.65it/s]\nEpoch 0: |          | 8729/? [54:51<00:00,  2.65it/s]\nEpoch 0: |          | 8730/? [54:52<00:00,  2.65it/s]\nEpoch 0: |          | 8730/? [54:52<00:00,  2.65it/s]\nEpoch 0: |          | 8731/? [54:52<00:00,  2.65it/s]\nEpoch 0: |          | 8731/? [54:52<00:00,  2.65it/s]\nEpoch 0: |          | 8732/? [54:52<00:00,  2.65it/s]\nEpoch 0: |          | 8732/? [54:52<00:00,  2.65it/s]\nEpoch 0: |          | 8733/? [54:52<00:00,  2.65it/s]\nEpoch 0: |          | 8733/? [54:52<00:00,  2.65it/s]\nEpoch 0: |          | 8734/? [54:53<00:00,  2.65it/s]\nEpoch 0: |          | 8734/? [54:53<00:00,  2.65it/s]\nEpoch 0: |          | 8735/? [54:53<00:00,  2.65it/s]\nEpoch 0: |          | 8735/? [54:53<00:00,  2.65it/s]\nEpoch 0: |          | 8736/? [54:53<00:00,  2.65it/s]\nEpoch 0: |          | 8736/? [54:53<00:00,  2.65it/s]\nEpoch 0: |          | 8737/? [54:54<00:00,  2.65it/s]\nEpoch 0: |          | 8737/? [54:54<00:00,  2.65it/s]\nEpoch 0: |          | 8738/? [54:54<00:00,  2.65it/s]\nEpoch 0: |          | 8738/? [54:54<00:00,  2.65it/s]\nEpoch 0: |          | 8739/? [54:54<00:00,  2.65it/s]\nEpoch 0: |          | 8739/? [54:54<00:00,  2.65it/s]\nEpoch 0: |          | 8740/? [54:54<00:00,  2.65it/s]\nEpoch 0: |          | 8740/? [54:54<00:00,  2.65it/s]\nEpoch 0: |          | 8741/? [54:55<00:00,  2.65it/s]\nEpoch 0: |          | 8741/? [54:55<00:00,  2.65it/s]\nEpoch 0: |          | 8742/? [54:55<00:00,  2.65it/s]\nEpoch 0: |          | 8742/? [54:55<00:00,  2.65it/s]\nEpoch 0: |          | 8743/? [54:55<00:00,  2.65it/s]\nEpoch 0: |          | 8743/? [54:55<00:00,  2.65it/s]\nEpoch 0: |          | 8744/? [54:56<00:00,  2.65it/s]\nEpoch 0: |          | 8744/? [54:56<00:00,  2.65it/s]\nEpoch 0: |          | 8745/? [54:56<00:00,  2.65it/s]\nEpoch 0: |          | 8745/? [54:56<00:00,  2.65it/s]\nEpoch 0: |          | 8746/? [54:56<00:00,  2.65it/s]\nEpoch 0: |          | 8746/? [54:56<00:00,  2.65it/s]\nEpoch 0: |          | 8747/? [54:56<00:00,  2.65it/s]\nEpoch 0: |          | 8747/? [54:56<00:00,  2.65it/s]\nEpoch 0: |          | 8748/? [54:57<00:00,  2.65it/s]\nEpoch 0: |          | 8748/? [54:57<00:00,  2.65it/s]\nEpoch 0: |          | 8749/? [54:57<00:00,  2.65it/s]\nEpoch 0: |          | 8749/? [54:57<00:00,  2.65it/s]\nEpoch 0: |          | 8750/? [54:57<00:00,  2.65it/s]\nEpoch 0: |          | 8750/? [54:57<00:00,  2.65it/s]\nEpoch 0: |          | 8751/? [54:57<00:00,  2.65it/s]\nEpoch 0: |          | 8751/? [54:57<00:00,  2.65it/s]\nEpoch 0: |          | 8752/? [54:58<00:00,  2.65it/s]\nEpoch 0: |          | 8752/? [54:58<00:00,  2.65it/s]\nEpoch 0: |          | 8753/? [54:58<00:00,  2.65it/s]\nEpoch 0: |          | 8753/? [54:58<00:00,  2.65it/s]\nEpoch 0: |          | 8754/? [54:58<00:00,  2.65it/s]\nEpoch 0: |          | 8754/? [54:58<00:00,  2.65it/s]\nEpoch 0: |          | 8755/? [54:59<00:00,  2.65it/s]\nEpoch 0: |          | 8755/? [54:59<00:00,  2.65it/s]\nEpoch 0: |          | 8756/? [54:59<00:00,  2.65it/s]\nEpoch 0: |          | 8756/? [54:59<00:00,  2.65it/s]\nEpoch 0: |          | 8757/? [54:59<00:00,  2.65it/s]\nEpoch 0: |          | 8757/? [54:59<00:00,  2.65it/s]\nEpoch 0: |          | 8758/? [54:59<00:00,  2.65it/s]\nEpoch 0: |          | 8758/? [54:59<00:00,  2.65it/s]\nEpoch 0: |          | 8759/? [55:00<00:00,  2.65it/s]\nEpoch 0: |          | 8759/? [55:00<00:00,  2.65it/s]\nEpoch 0: |          | 8760/? [55:00<00:00,  2.65it/s]\nEpoch 0: |          | 8760/? [55:00<00:00,  2.65it/s]\nEpoch 0: |          | 8761/? [55:00<00:00,  2.65it/s]\nEpoch 0: |          | 8761/? [55:00<00:00,  2.65it/s]\nEpoch 0: |          | 8762/? [55:00<00:00,  2.65it/s]\nEpoch 0: |          | 8762/? [55:00<00:00,  2.65it/s]\nEpoch 0: |          | 8763/? [55:01<00:00,  2.65it/s]\nEpoch 0: |          | 8763/? [55:01<00:00,  2.65it/s]\nEpoch 0: |          | 8764/? [55:01<00:00,  2.65it/s]\nEpoch 0: |          | 8764/? [55:01<00:00,  2.65it/s]\nEpoch 0: |          | 8765/? [55:01<00:00,  2.65it/s]\nEpoch 0: |          | 8765/? [55:01<00:00,  2.65it/s]\nEpoch 0: |          | 8766/? [55:02<00:00,  2.65it/s]\nEpoch 0: |          | 8766/? [55:02<00:00,  2.65it/s]\nEpoch 0: |          | 8767/? [55:02<00:00,  2.65it/s]\nEpoch 0: |          | 8767/? [55:02<00:00,  2.65it/s]\nEpoch 0: |          | 8768/? [55:02<00:00,  2.65it/s]\nEpoch 0: |          | 8768/? [55:02<00:00,  2.65it/s]\nEpoch 0: |          | 8769/? [55:02<00:00,  2.66it/s]\nEpoch 0: |          | 8769/? [55:02<00:00,  2.66it/s]\nEpoch 0: |          | 8770/? [55:03<00:00,  2.66it/s]\nEpoch 0: |          | 8770/? [55:03<00:00,  2.66it/s]\nEpoch 0: |          | 8771/? [55:03<00:00,  2.66it/s]\nEpoch 0: |          | 8771/? [55:03<00:00,  2.66it/s]\nEpoch 0: |          | 8772/? [55:03<00:00,  2.66it/s]\nEpoch 0: |          | 8772/? [55:03<00:00,  2.66it/s]\nEpoch 0: |          | 8773/? [55:03<00:00,  2.66it/s]\nEpoch 0: |          | 8773/? [55:03<00:00,  2.66it/s]\nEpoch 0: |          | 8774/? [55:04<00:00,  2.66it/s]\nEpoch 0: |          | 8774/? [55:04<00:00,  2.66it/s]\nEpoch 0: |          | 8775/? [55:04<00:00,  2.66it/s]\nEpoch 0: |          | 8775/? [55:04<00:00,  2.66it/s]\nEpoch 0: |          | 8776/? [55:04<00:00,  2.66it/s]\nEpoch 0: |          | 8776/? [55:04<00:00,  2.66it/s]\nEpoch 0: |          | 8777/? [55:04<00:00,  2.66it/s]\nEpoch 0: |          | 8777/? [55:04<00:00,  2.66it/s]\nEpoch 0: |          | 8778/? [55:05<00:00,  2.66it/s]\nEpoch 0: |          | 8778/? [55:05<00:00,  2.66it/s]\nEpoch 0: |          | 8779/? [55:05<00:00,  2.66it/s]\nEpoch 0: |          | 8779/? [55:05<00:00,  2.66it/s]\nEpoch 0: |          | 8780/? [55:05<00:00,  2.66it/s]\nEpoch 0: |          | 8780/? [55:05<00:00,  2.66it/s]\nEpoch 0: |          | 8781/? [55:06<00:00,  2.66it/s]\nEpoch 0: |          | 8781/? [55:06<00:00,  2.66it/s]\nEpoch 0: |          | 8782/? [55:06<00:00,  2.66it/s]\nEpoch 0: |          | 8782/? [55:06<00:00,  2.66it/s]\nEpoch 0: |          | 8783/? [55:06<00:00,  2.66it/s]\nEpoch 0: |          | 8783/? [55:06<00:00,  2.66it/s]\nEpoch 0: |          | 8784/? [55:06<00:00,  2.66it/s]\nEpoch 0: |          | 8784/? [55:06<00:00,  2.66it/s]\nEpoch 0: |          | 8785/? [55:07<00:00,  2.66it/s]\nEpoch 0: |          | 8785/? [55:07<00:00,  2.66it/s]\nEpoch 0: |          | 8786/? [55:07<00:00,  2.66it/s]\nEpoch 0: |          | 8786/? [55:07<00:00,  2.66it/s]\nEpoch 0: |          | 8787/? [55:07<00:00,  2.66it/s]\nEpoch 0: |          | 8787/? [55:07<00:00,  2.66it/s]\nEpoch 0: |          | 8788/? [55:07<00:00,  2.66it/s]\nEpoch 0: |          | 8788/? [55:07<00:00,  2.66it/s]\nEpoch 0: |          | 8789/? [55:08<00:00,  2.66it/s]\nEpoch 0: |          | 8789/? [55:08<00:00,  2.66it/s]\nEpoch 0: |          | 8790/? [55:08<00:00,  2.66it/s]\nEpoch 0: |          | 8790/? [55:08<00:00,  2.66it/s]\nEpoch 0: |          | 8791/? [55:08<00:00,  2.66it/s]\nEpoch 0: |          | 8791/? [55:08<00:00,  2.66it/s]\nEpoch 0: |          | 8792/? [55:09<00:00,  2.66it/s]\nEpoch 0: |          | 8792/? [55:09<00:00,  2.66it/s]\nEpoch 0: |          | 8793/? [55:09<00:00,  2.66it/s]\nEpoch 0: |          | 8793/? [55:09<00:00,  2.66it/s]\nEpoch 0: |          | 8794/? [55:09<00:00,  2.66it/s]\nEpoch 0: |          | 8794/? [55:09<00:00,  2.66it/s]\nEpoch 0: |          | 8795/? [55:09<00:00,  2.66it/s]\nEpoch 0: |          | 8795/? [55:09<00:00,  2.66it/s]\nEpoch 0: |          | 8796/? [55:10<00:00,  2.66it/s]\nEpoch 0: |          | 8796/? [55:10<00:00,  2.66it/s]\nEpoch 0: |          | 8797/? [55:10<00:00,  2.66it/s]\nEpoch 0: |          | 8797/? [55:10<00:00,  2.66it/s]\nEpoch 0: |          | 8798/? [55:10<00:00,  2.66it/s]\nEpoch 0: |          | 8798/? [55:10<00:00,  2.66it/s]\nEpoch 0: |          | 8799/? [55:10<00:00,  2.66it/s]\nEpoch 0: |          | 8799/? [55:10<00:00,  2.66it/s]\nEpoch 0: |          | 8800/? [55:11<00:00,  2.66it/s]\nEpoch 0: |          | 8800/? [55:11<00:00,  2.66it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.20it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.46it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.71it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.86it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 8800/? [55:11<00:00,  2.66it/s]\nEpoch 0: |          | 8801/? [55:11<00:00,  2.66it/s]\nEpoch 0: |          | 8801/? [55:11<00:00,  2.66it/s]\nEpoch 0: |          | 8802/? [55:12<00:00,  2.66it/s]\nEpoch 0: |          | 8802/? [55:12<00:00,  2.66it/s]\nEpoch 0: |          | 8803/? [55:12<00:00,  2.66it/s]\nEpoch 0: |          | 8803/? [55:12<00:00,  2.66it/s]\nEpoch 0: |          | 8804/? [55:12<00:00,  2.66it/s]\nEpoch 0: |          | 8804/? [55:12<00:00,  2.66it/s]\nEpoch 0: |          | 8805/? [55:12<00:00,  2.66it/s]\nEpoch 0: |          | 8805/? [55:12<00:00,  2.66it/s]\nEpoch 0: |          | 8806/? [55:13<00:00,  2.66it/s]\nEpoch 0: |          | 8806/? [55:13<00:00,  2.66it/s]\nEpoch 0: |          | 8807/? [55:13<00:00,  2.66it/s]\nEpoch 0: |          | 8807/? [55:13<00:00,  2.66it/s]\nEpoch 0: |          | 8808/? [55:13<00:00,  2.66it/s]\nEpoch 0: |          | 8808/? [55:13<00:00,  2.66it/s]\nEpoch 0: |          | 8809/? [55:13<00:00,  2.66it/s]\nEpoch 0: |          | 8809/? [55:13<00:00,  2.66it/s]\nEpoch 0: |          | 8810/? [55:14<00:00,  2.66it/s]\nEpoch 0: |          | 8810/? [55:14<00:00,  2.66it/s]\nEpoch 0: |          | 8811/? [55:14<00:00,  2.66it/s]\nEpoch 0: |          | 8811/? [55:14<00:00,  2.66it/s]\nEpoch 0: |          | 8812/? [55:14<00:00,  2.66it/s]\nEpoch 0: |          | 8812/? [55:14<00:00,  2.66it/s]\nEpoch 0: |          | 8813/? [55:15<00:00,  2.66it/s]\nEpoch 0: |          | 8813/? [55:15<00:00,  2.66it/s]\nEpoch 0: |          | 8814/? [55:15<00:00,  2.66it/s]\nEpoch 0: |          | 8814/? [55:15<00:00,  2.66it/s]\nEpoch 0: |          | 8815/? [55:15<00:00,  2.66it/s]\nEpoch 0: |          | 8815/? [55:15<00:00,  2.66it/s]\nEpoch 0: |          | 8816/? [55:15<00:00,  2.66it/s]\nEpoch 0: |          | 8816/? [55:15<00:00,  2.66it/s]\nEpoch 0: |          | 8817/? [55:16<00:00,  2.66it/s]\nEpoch 0: |          | 8817/? [55:16<00:00,  2.66it/s]\nEpoch 0: |          | 8818/? [55:16<00:00,  2.66it/s]\nEpoch 0: |          | 8818/? [55:16<00:00,  2.66it/s]\nEpoch 0: |          | 8819/? [55:16<00:00,  2.66it/s]\nEpoch 0: |          | 8819/? [55:16<00:00,  2.66it/s]\nEpoch 0: |          | 8820/? [55:16<00:00,  2.66it/s]\nEpoch 0: |          | 8820/? [55:16<00:00,  2.66it/s]\nEpoch 0: |          | 8821/? [55:17<00:00,  2.66it/s]\nEpoch 0: |          | 8821/? [55:17<00:00,  2.66it/s]\nEpoch 0: |          | 8822/? [55:17<00:00,  2.66it/s]\nEpoch 0: |          | 8822/? [55:17<00:00,  2.66it/s]\nEpoch 0: |          | 8823/? [55:17<00:00,  2.66it/s]\nEpoch 0: |          | 8823/? [55:17<00:00,  2.66it/s]\nEpoch 0: |          | 8824/? [55:18<00:00,  2.66it/s]\nEpoch 0: |          | 8824/? [55:18<00:00,  2.66it/s]\nEpoch 0: |          | 8825/? [55:18<00:00,  2.66it/s]\nEpoch 0: |          | 8825/? [55:18<00:00,  2.66it/s]\nEpoch 0: |          | 8826/? [55:18<00:00,  2.66it/s]\nEpoch 0: |          | 8826/? [55:18<00:00,  2.66it/s]\nEpoch 0: |          | 8827/? [55:18<00:00,  2.66it/s]\nEpoch 0: |          | 8827/? [55:18<00:00,  2.66it/s]\nEpoch 0: |          | 8828/? [55:19<00:00,  2.66it/s]\nEpoch 0: |          | 8828/? [55:19<00:00,  2.66it/s]\nEpoch 0: |          | 8829/? [55:19<00:00,  2.66it/s]\nEpoch 0: |          | 8829/? [55:19<00:00,  2.66it/s]\nEpoch 0: |          | 8830/? [55:19<00:00,  2.66it/s]\nEpoch 0: |          | 8830/? [55:19<00:00,  2.66it/s]\nEpoch 0: |          | 8831/? [55:19<00:00,  2.66it/s]\nEpoch 0: |          | 8831/? [55:19<00:00,  2.66it/s]\nEpoch 0: |          | 8832/? [55:20<00:00,  2.66it/s]\nEpoch 0: |          | 8832/? [55:20<00:00,  2.66it/s]\nEpoch 0: |          | 8833/? [55:20<00:00,  2.66it/s]\nEpoch 0: |          | 8833/? [55:20<00:00,  2.66it/s]\nEpoch 0: |          | 8834/? [55:20<00:00,  2.66it/s]\nEpoch 0: |          | 8834/? [55:20<00:00,  2.66it/s]\nEpoch 0: |          | 8835/? [55:21<00:00,  2.66it/s]\nEpoch 0: |          | 8835/? [55:21<00:00,  2.66it/s]\nEpoch 0: |          | 8836/? [55:21<00:00,  2.66it/s]\nEpoch 0: |          | 8836/? [55:21<00:00,  2.66it/s]\nEpoch 0: |          | 8837/? [55:21<00:00,  2.66it/s]\nEpoch 0: |          | 8837/? [55:21<00:00,  2.66it/s]\nEpoch 0: |          | 8838/? [55:21<00:00,  2.66it/s]\nEpoch 0: |          | 8838/? [55:21<00:00,  2.66it/s]\nEpoch 0: |          | 8839/? [55:22<00:00,  2.66it/s]\nEpoch 0: |          | 8839/? [55:22<00:00,  2.66it/s]\nEpoch 0: |          | 8840/? [55:22<00:00,  2.66it/s]\nEpoch 0: |          | 8840/? [55:22<00:00,  2.66it/s]\nEpoch 0: |          | 8841/? [55:22<00:00,  2.66it/s]\nEpoch 0: |          | 8841/? [55:22<00:00,  2.66it/s]\nEpoch 0: |          | 8842/? [55:22<00:00,  2.66it/s]\nEpoch 0: |          | 8842/? [55:22<00:00,  2.66it/s]\nEpoch 0: |          | 8843/? [55:23<00:00,  2.66it/s]\nEpoch 0: |          | 8843/? [55:23<00:00,  2.66it/s]\nEpoch 0: |          | 8844/? [55:23<00:00,  2.66it/s]\nEpoch 0: |          | 8844/? [55:23<00:00,  2.66it/s]\nEpoch 0: |          | 8845/? [55:23<00:00,  2.66it/s]\nEpoch 0: |          | 8845/? [55:23<00:00,  2.66it/s]\nEpoch 0: |          | 8846/? [55:23<00:00,  2.66it/s]\nEpoch 0: |          | 8846/? [55:23<00:00,  2.66it/s]\nEpoch 0: |          | 8847/? [55:24<00:00,  2.66it/s]\nEpoch 0: |          | 8847/? [55:24<00:00,  2.66it/s]\nEpoch 0: |          | 8848/? [55:24<00:00,  2.66it/s]\nEpoch 0: |          | 8848/? [55:24<00:00,  2.66it/s]\nEpoch 0: |          | 8849/? [55:24<00:00,  2.66it/s]\nEpoch 0: |          | 8849/? [55:24<00:00,  2.66it/s]\nEpoch 0: |          | 8850/? [55:25<00:00,  2.66it/s]\nEpoch 0: |          | 8850/? [55:25<00:00,  2.66it/s]\nEpoch 0: |          | 8851/? [55:25<00:00,  2.66it/s]\nEpoch 0: |          | 8851/? [55:25<00:00,  2.66it/s]\nEpoch 0: |          | 8852/? [55:25<00:00,  2.66it/s]\nEpoch 0: |          | 8852/? [55:25<00:00,  2.66it/s]\nEpoch 0: |          | 8853/? [55:25<00:00,  2.66it/s]\nEpoch 0: |          | 8853/? [55:25<00:00,  2.66it/s]\nEpoch 0: |          | 8854/? [55:26<00:00,  2.66it/s]\nEpoch 0: |          | 8854/? [55:26<00:00,  2.66it/s]\nEpoch 0: |          | 8855/? [55:26<00:00,  2.66it/s]\nEpoch 0: |          | 8855/? [55:26<00:00,  2.66it/s]\nEpoch 0: |          | 8856/? [55:26<00:00,  2.66it/s]\nEpoch 0: |          | 8856/? [55:26<00:00,  2.66it/s]\nEpoch 0: |          | 8857/? [55:26<00:00,  2.66it/s]\nEpoch 0: |          | 8857/? [55:26<00:00,  2.66it/s]\nEpoch 0: |          | 8858/? [55:27<00:00,  2.66it/s]\nEpoch 0: |          | 8858/? [55:27<00:00,  2.66it/s]\nEpoch 0: |          | 8859/? [55:27<00:00,  2.66it/s]\nEpoch 0: |          | 8859/? [55:27<00:00,  2.66it/s]\nEpoch 0: |          | 8860/? [55:27<00:00,  2.66it/s]\nEpoch 0: |          | 8860/? [55:27<00:00,  2.66it/s]\nEpoch 0: |          | 8861/? [55:28<00:00,  2.66it/s]\nEpoch 0: |          | 8861/? [55:28<00:00,  2.66it/s]\nEpoch 0: |          | 8862/? [55:28<00:00,  2.66it/s]\nEpoch 0: |          | 8862/? [55:28<00:00,  2.66it/s]\nEpoch 0: |          | 8863/? [55:28<00:00,  2.66it/s]\nEpoch 0: |          | 8863/? [55:28<00:00,  2.66it/s]\nEpoch 0: |          | 8864/? [55:28<00:00,  2.66it/s]\nEpoch 0: |          | 8864/? [55:28<00:00,  2.66it/s]\nEpoch 0: |          | 8865/? [55:29<00:00,  2.66it/s]\nEpoch 0: |          | 8865/? [55:29<00:00,  2.66it/s]\nEpoch 0: |          | 8866/? [55:29<00:00,  2.66it/s]\nEpoch 0: |          | 8866/? [55:29<00:00,  2.66it/s]\nEpoch 0: |          | 8867/? [55:29<00:00,  2.66it/s]\nEpoch 0: |          | 8867/? [55:29<00:00,  2.66it/s]\nEpoch 0: |          | 8868/? [55:29<00:00,  2.66it/s]\nEpoch 0: |          | 8868/? [55:29<00:00,  2.66it/s]\nEpoch 0: |          | 8869/? [55:30<00:00,  2.66it/s]\nEpoch 0: |          | 8869/? [55:30<00:00,  2.66it/s]\nEpoch 0: |          | 8870/? [55:30<00:00,  2.66it/s]\nEpoch 0: |          | 8870/? [55:30<00:00,  2.66it/s]\nEpoch 0: |          | 8871/? [55:30<00:00,  2.66it/s]\nEpoch 0: |          | 8871/? [55:30<00:00,  2.66it/s]\nEpoch 0: |          | 8872/? [55:30<00:00,  2.66it/s]\nEpoch 0: |          | 8872/? [55:30<00:00,  2.66it/s]\nEpoch 0: |          | 8873/? [55:31<00:00,  2.66it/s]\nEpoch 0: |          | 8873/? [55:31<00:00,  2.66it/s]\nEpoch 0: |          | 8874/? [55:31<00:00,  2.66it/s]\nEpoch 0: |          | 8874/? [55:31<00:00,  2.66it/s]\nEpoch 0: |          | 8875/? [55:31<00:00,  2.66it/s]\nEpoch 0: |          | 8875/? [55:31<00:00,  2.66it/s]\nEpoch 0: |          | 8876/? [55:32<00:00,  2.66it/s]\nEpoch 0: |          | 8876/? [55:32<00:00,  2.66it/s]\nEpoch 0: |          | 8877/? [55:32<00:00,  2.66it/s]\nEpoch 0: |          | 8877/? [55:32<00:00,  2.66it/s]\nEpoch 0: |          | 8878/? [55:32<00:00,  2.66it/s]\nEpoch 0: |          | 8878/? [55:32<00:00,  2.66it/s]\nEpoch 0: |          | 8879/? [55:32<00:00,  2.66it/s]\nEpoch 0: |          | 8879/? [55:32<00:00,  2.66it/s]\nEpoch 0: |          | 8880/? [55:33<00:00,  2.66it/s]\nEpoch 0: |          | 8880/? [55:33<00:00,  2.66it/s]\nEpoch 0: |          | 8881/? [55:33<00:00,  2.66it/s]\nEpoch 0: |          | 8881/? [55:33<00:00,  2.66it/s]\nEpoch 0: |          | 8882/? [55:33<00:00,  2.66it/s]\nEpoch 0: |          | 8882/? [55:33<00:00,  2.66it/s]\nEpoch 0: |          | 8883/? [55:33<00:00,  2.66it/s]\nEpoch 0: |          | 8883/? [55:33<00:00,  2.66it/s]\nEpoch 0: |          | 8884/? [55:34<00:00,  2.66it/s]\nEpoch 0: |          | 8884/? [55:34<00:00,  2.66it/s]\nEpoch 0: |          | 8885/? [55:34<00:00,  2.66it/s]\nEpoch 0: |          | 8885/? [55:34<00:00,  2.66it/s]\nEpoch 0: |          | 8886/? [55:34<00:00,  2.66it/s]\nEpoch 0: |          | 8886/? [55:34<00:00,  2.66it/s]\nEpoch 0: |          | 8887/? [55:35<00:00,  2.66it/s]\nEpoch 0: |          | 8887/? [55:35<00:00,  2.66it/s]\nEpoch 0: |          | 8888/? [55:35<00:00,  2.66it/s]\nEpoch 0: |          | 8888/? [55:35<00:00,  2.66it/s]\nEpoch 0: |          | 8889/? [55:35<00:00,  2.66it/s]\nEpoch 0: |          | 8889/? [55:35<00:00,  2.66it/s]\nEpoch 0: |          | 8890/? [55:35<00:00,  2.66it/s]\nEpoch 0: |          | 8890/? [55:35<00:00,  2.66it/s]\nEpoch 0: |          | 8891/? [55:36<00:00,  2.67it/s]\nEpoch 0: |          | 8891/? [55:36<00:00,  2.67it/s]\nEpoch 0: |          | 8892/? [55:36<00:00,  2.67it/s]\nEpoch 0: |          | 8892/? [55:36<00:00,  2.67it/s]\nEpoch 0: |          | 8893/? [55:36<00:00,  2.67it/s]\nEpoch 0: |          | 8893/? [55:36<00:00,  2.67it/s]\nEpoch 0: |          | 8894/? [55:36<00:00,  2.67it/s]\nEpoch 0: |          | 8894/? [55:36<00:00,  2.67it/s]\nEpoch 0: |          | 8895/? [55:37<00:00,  2.67it/s]\nEpoch 0: |          | 8895/? [55:37<00:00,  2.67it/s]\nEpoch 0: |          | 8896/? [55:37<00:00,  2.67it/s]\nEpoch 0: |          | 8896/? [55:37<00:00,  2.67it/s]\nEpoch 0: |          | 8897/? [55:37<00:00,  2.67it/s]\nEpoch 0: |          | 8897/? [55:37<00:00,  2.67it/s]\nEpoch 0: |          | 8898/? [55:38<00:00,  2.67it/s]\nEpoch 0: |          | 8898/? [55:38<00:00,  2.67it/s]\nEpoch 0: |          | 8899/? [55:38<00:00,  2.67it/s]\nEpoch 0: |          | 8899/? [55:38<00:00,  2.67it/s]\nEpoch 0: |          | 8900/? [55:38<00:00,  2.67it/s]\nEpoch 0: |          | 8900/? [55:38<00:00,  2.67it/s]\nEpoch 0: |          | 8901/? [55:38<00:00,  2.67it/s]\nEpoch 0: |          | 8901/? [55:38<00:00,  2.67it/s]\nEpoch 0: |          | 8902/? [55:39<00:00,  2.67it/s]\nEpoch 0: |          | 8902/? [55:39<00:00,  2.67it/s]\nEpoch 0: |          | 8903/? [55:39<00:00,  2.67it/s]\nEpoch 0: |          | 8903/? [55:39<00:00,  2.67it/s]\nEpoch 0: |          | 8904/? [55:39<00:00,  2.67it/s]\nEpoch 0: |          | 8904/? [55:39<00:00,  2.67it/s]\nEpoch 0: |          | 8905/? [55:39<00:00,  2.67it/s]\nEpoch 0: |          | 8905/? [55:39<00:00,  2.67it/s]\nEpoch 0: |          | 8906/? [55:40<00:00,  2.67it/s]\nEpoch 0: |          | 8906/? [55:40<00:00,  2.67it/s]\nEpoch 0: |          | 8907/? [55:40<00:00,  2.67it/s]\nEpoch 0: |          | 8907/? [55:40<00:00,  2.67it/s]\nEpoch 0: |          | 8908/? [55:40<00:00,  2.67it/s]\nEpoch 0: |          | 8908/? [55:40<00:00,  2.67it/s]\nEpoch 0: |          | 8909/? [55:41<00:00,  2.67it/s]\nEpoch 0: |          | 8909/? [55:41<00:00,  2.67it/s]\nEpoch 0: |          | 8910/? [55:41<00:00,  2.67it/s]\nEpoch 0: |          | 8910/? [55:41<00:00,  2.67it/s]\nEpoch 0: |          | 8911/? [55:41<00:00,  2.67it/s]\nEpoch 0: |          | 8911/? [55:41<00:00,  2.67it/s]\nEpoch 0: |          | 8912/? [55:41<00:00,  2.67it/s]\nEpoch 0: |          | 8912/? [55:41<00:00,  2.67it/s]\nEpoch 0: |          | 8913/? [55:42<00:00,  2.67it/s]\nEpoch 0: |          | 8913/? [55:42<00:00,  2.67it/s]\nEpoch 0: |          | 8914/? [55:42<00:00,  2.67it/s]\nEpoch 0: |          | 8914/? [55:42<00:00,  2.67it/s]\nEpoch 0: |          | 8915/? [55:42<00:00,  2.67it/s]\nEpoch 0: |          | 8915/? [55:42<00:00,  2.67it/s]\nEpoch 0: |          | 8916/? [55:42<00:00,  2.67it/s]\nEpoch 0: |          | 8916/? [55:42<00:00,  2.67it/s]\nEpoch 0: |          | 8917/? [55:43<00:00,  2.67it/s]\nEpoch 0: |          | 8917/? [55:43<00:00,  2.67it/s]\nEpoch 0: |          | 8918/? [55:43<00:00,  2.67it/s]\nEpoch 0: |          | 8918/? [55:43<00:00,  2.67it/s]\nEpoch 0: |          | 8919/? [55:43<00:00,  2.67it/s]\nEpoch 0: |          | 8919/? [55:43<00:00,  2.67it/s]\nEpoch 0: |          | 8920/? [55:44<00:00,  2.67it/s]\nEpoch 0: |          | 8920/? [55:44<00:00,  2.67it/s]\nEpoch 0: |          | 8921/? [55:44<00:00,  2.67it/s]\nEpoch 0: |          | 8921/? [55:44<00:00,  2.67it/s]\nEpoch 0: |          | 8922/? [55:44<00:00,  2.67it/s]\nEpoch 0: |          | 8922/? [55:44<00:00,  2.67it/s]\nEpoch 0: |          | 8923/? [55:44<00:00,  2.67it/s]\nEpoch 0: |          | 8923/? [55:44<00:00,  2.67it/s]\nEpoch 0: |          | 8924/? [55:45<00:00,  2.67it/s]\nEpoch 0: |          | 8924/? [55:45<00:00,  2.67it/s]\nEpoch 0: |          | 8925/? [55:45<00:00,  2.67it/s]\nEpoch 0: |          | 8925/? [55:45<00:00,  2.67it/s]\nEpoch 0: |          | 8926/? [55:45<00:00,  2.67it/s]\nEpoch 0: |          | 8926/? [55:45<00:00,  2.67it/s]\nEpoch 0: |          | 8927/? [55:45<00:00,  2.67it/s]\nEpoch 0: |          | 8927/? [55:45<00:00,  2.67it/s]\nEpoch 0: |          | 8928/? [55:46<00:00,  2.67it/s]\nEpoch 0: |          | 8928/? [55:46<00:00,  2.67it/s]\nEpoch 0: |          | 8929/? [55:46<00:00,  2.67it/s]\nEpoch 0: |          | 8929/? [55:46<00:00,  2.67it/s]\nEpoch 0: |          | 8930/? [55:46<00:00,  2.67it/s]\nEpoch 0: |          | 8930/? [55:46<00:00,  2.67it/s]\nEpoch 0: |          | 8931/? [55:47<00:00,  2.67it/s]\nEpoch 0: |          | 8931/? [55:47<00:00,  2.67it/s]\nEpoch 0: |          | 8932/? [55:47<00:00,  2.67it/s]\nEpoch 0: |          | 8932/? [55:47<00:00,  2.67it/s]\nEpoch 0: |          | 8933/? [55:47<00:00,  2.67it/s]\nEpoch 0: |          | 8933/? [55:47<00:00,  2.67it/s]\nEpoch 0: |          | 8934/? [55:47<00:00,  2.67it/s]\nEpoch 0: |          | 8934/? [55:47<00:00,  2.67it/s]\nEpoch 0: |          | 8935/? [55:48<00:00,  2.67it/s]\nEpoch 0: |          | 8935/? [55:48<00:00,  2.67it/s]\nEpoch 0: |          | 8936/? [55:48<00:00,  2.67it/s]\nEpoch 0: |          | 8936/? [55:48<00:00,  2.67it/s]\nEpoch 0: |          | 8937/? [55:48<00:00,  2.67it/s]\nEpoch 0: |          | 8937/? [55:48<00:00,  2.67it/s]\nEpoch 0: |          | 8938/? [55:48<00:00,  2.67it/s]\nEpoch 0: |          | 8938/? [55:48<00:00,  2.67it/s]\nEpoch 0: |          | 8939/? [55:49<00:00,  2.67it/s]\nEpoch 0: |          | 8939/? [55:49<00:00,  2.67it/s]\nEpoch 0: |          | 8940/? [55:49<00:00,  2.67it/s]\nEpoch 0: |          | 8940/? [55:49<00:00,  2.67it/s]\nEpoch 0: |          | 8941/? [55:49<00:00,  2.67it/s]\nEpoch 0: |          | 8941/? [55:49<00:00,  2.67it/s]\nEpoch 0: |          | 8942/? [55:50<00:00,  2.67it/s]\nEpoch 0: |          | 8942/? [55:50<00:00,  2.67it/s]\nEpoch 0: |          | 8943/? [55:50<00:00,  2.67it/s]\nEpoch 0: |          | 8943/? [55:50<00:00,  2.67it/s]\nEpoch 0: |          | 8944/? [55:50<00:00,  2.67it/s]\nEpoch 0: |          | 8944/? [55:50<00:00,  2.67it/s]\nEpoch 0: |          | 8945/? [55:50<00:00,  2.67it/s]\nEpoch 0: |          | 8945/? [55:50<00:00,  2.67it/s]\nEpoch 0: |          | 8946/? [55:51<00:00,  2.67it/s]\nEpoch 0: |          | 8946/? [55:51<00:00,  2.67it/s]\nEpoch 0: |          | 8947/? [55:51<00:00,  2.67it/s]\nEpoch 0: |          | 8947/? [55:51<00:00,  2.67it/s]\nEpoch 0: |          | 8948/? [55:51<00:00,  2.67it/s]\nEpoch 0: |          | 8948/? [55:51<00:00,  2.67it/s]\nEpoch 0: |          | 8949/? [55:51<00:00,  2.67it/s]\nEpoch 0: |          | 8949/? [55:51<00:00,  2.67it/s]\nEpoch 0: |          | 8950/? [55:52<00:00,  2.67it/s]\nEpoch 0: |          | 8950/? [55:52<00:00,  2.67it/s]\nEpoch 0: |          | 8951/? [55:52<00:00,  2.67it/s]\nEpoch 0: |          | 8951/? [55:52<00:00,  2.67it/s]\nEpoch 0: |          | 8952/? [55:52<00:00,  2.67it/s]\nEpoch 0: |          | 8952/? [55:52<00:00,  2.67it/s]\nEpoch 0: |          | 8953/? [55:52<00:00,  2.67it/s]\nEpoch 0: |          | 8953/? [55:52<00:00,  2.67it/s]\nEpoch 0: |          | 8954/? [55:53<00:00,  2.67it/s]\nEpoch 0: |          | 8954/? [55:53<00:00,  2.67it/s]\nEpoch 0: |          | 8955/? [55:53<00:00,  2.67it/s]\nEpoch 0: |          | 8955/? [55:53<00:00,  2.67it/s]\nEpoch 0: |          | 8956/? [55:53<00:00,  2.67it/s]\nEpoch 0: |          | 8956/? [55:53<00:00,  2.67it/s]\nEpoch 0: |          | 8957/? [55:54<00:00,  2.67it/s]\nEpoch 0: |          | 8957/? [55:54<00:00,  2.67it/s]\nEpoch 0: |          | 8958/? [55:54<00:00,  2.67it/s]\nEpoch 0: |          | 8958/? [55:54<00:00,  2.67it/s]\nEpoch 0: |          | 8959/? [55:54<00:00,  2.67it/s]\nEpoch 0: |          | 8959/? [55:54<00:00,  2.67it/s]\nEpoch 0: |          | 8960/? [55:54<00:00,  2.67it/s]\nEpoch 0: |          | 8960/? [55:54<00:00,  2.67it/s]\nEpoch 0: |          | 8961/? [55:55<00:00,  2.67it/s]\nEpoch 0: |          | 8961/? [55:55<00:00,  2.67it/s]\nEpoch 0: |          | 8962/? [55:55<00:00,  2.67it/s]\nEpoch 0: |          | 8962/? [55:55<00:00,  2.67it/s]\nEpoch 0: |          | 8963/? [55:55<00:00,  2.67it/s]\nEpoch 0: |          | 8963/? [55:55<00:00,  2.67it/s]\nEpoch 0: |          | 8964/? [55:55<00:00,  2.67it/s]\nEpoch 0: |          | 8964/? [55:55<00:00,  2.67it/s]\nEpoch 0: |          | 8965/? [55:56<00:00,  2.67it/s]\nEpoch 0: |          | 8965/? [55:56<00:00,  2.67it/s]\nEpoch 0: |          | 8966/? [55:56<00:00,  2.67it/s]\nEpoch 0: |          | 8966/? [55:56<00:00,  2.67it/s]\nEpoch 0: |          | 8967/? [55:56<00:00,  2.67it/s]\nEpoch 0: |          | 8967/? [55:56<00:00,  2.67it/s]\nEpoch 0: |          | 8968/? [55:56<00:00,  2.67it/s]\nEpoch 0: |          | 8968/? [55:57<00:00,  2.67it/s]\nEpoch 0: |          | 8969/? [55:57<00:00,  2.67it/s]\nEpoch 0: |          | 8969/? [55:57<00:00,  2.67it/s]\nEpoch 0: |          | 8970/? [55:57<00:00,  2.67it/s]\nEpoch 0: |          | 8970/? [55:57<00:00,  2.67it/s]\nEpoch 0: |          | 8971/? [55:57<00:00,  2.67it/s]\nEpoch 0: |          | 8971/? [55:57<00:00,  2.67it/s]\nEpoch 0: |          | 8972/? [55:58<00:00,  2.67it/s]\nEpoch 0: |          | 8972/? [55:58<00:00,  2.67it/s]\nEpoch 0: |          | 8973/? [55:58<00:00,  2.67it/s]\nEpoch 0: |          | 8973/? [55:58<00:00,  2.67it/s]\nEpoch 0: |          | 8974/? [55:58<00:00,  2.67it/s]\nEpoch 0: |          | 8974/? [55:58<00:00,  2.67it/s]\nEpoch 0: |          | 8975/? [55:58<00:00,  2.67it/s]\nEpoch 0: |          | 8975/? [55:58<00:00,  2.67it/s]\nEpoch 0: |          | 8976/? [55:59<00:00,  2.67it/s]\nEpoch 0: |          | 8976/? [55:59<00:00,  2.67it/s]\nEpoch 0: |          | 8977/? [55:59<00:00,  2.67it/s]\nEpoch 0: |          | 8977/? [55:59<00:00,  2.67it/s]\nEpoch 0: |          | 8978/? [55:59<00:00,  2.67it/s]\nEpoch 0: |          | 8978/? [55:59<00:00,  2.67it/s]\nEpoch 0: |          | 8979/? [55:59<00:00,  2.67it/s]\nEpoch 0: |          | 8979/? [55:59<00:00,  2.67it/s]\nEpoch 0: |          | 8980/? [56:00<00:00,  2.67it/s]\nEpoch 0: |          | 8980/? [56:00<00:00,  2.67it/s]\nEpoch 0: |          | 8981/? [56:00<00:00,  2.67it/s]\nEpoch 0: |          | 8981/? [56:00<00:00,  2.67it/s]\nEpoch 0: |          | 8982/? [56:00<00:00,  2.67it/s]\nEpoch 0: |          | 8982/? [56:00<00:00,  2.67it/s]\nEpoch 0: |          | 8983/? [56:01<00:00,  2.67it/s]\nEpoch 0: |          | 8983/? [56:01<00:00,  2.67it/s]\nEpoch 0: |          | 8984/? [56:01<00:00,  2.67it/s]\nEpoch 0: |          | 8984/? [56:01<00:00,  2.67it/s]\nEpoch 0: |          | 8985/? [56:01<00:00,  2.67it/s]\nEpoch 0: |          | 8985/? [56:01<00:00,  2.67it/s]\nEpoch 0: |          | 8986/? [56:01<00:00,  2.67it/s]\nEpoch 0: |          | 8986/? [56:01<00:00,  2.67it/s]\nEpoch 0: |          | 8987/? [56:02<00:00,  2.67it/s]\nEpoch 0: |          | 8987/? [56:02<00:00,  2.67it/s]\nEpoch 0: |          | 8988/? [56:02<00:00,  2.67it/s]\nEpoch 0: |          | 8988/? [56:02<00:00,  2.67it/s]\nEpoch 0: |          | 8989/? [56:02<00:00,  2.67it/s]\nEpoch 0: |          | 8989/? [56:02<00:00,  2.67it/s]\nEpoch 0: |          | 8990/? [56:03<00:00,  2.67it/s]\nEpoch 0: |          | 8990/? [56:03<00:00,  2.67it/s]\nEpoch 0: |          | 8991/? [56:03<00:00,  2.67it/s]\nEpoch 0: |          | 8991/? [56:03<00:00,  2.67it/s]\nEpoch 0: |          | 8992/? [56:03<00:00,  2.67it/s]\nEpoch 0: |          | 8992/? [56:03<00:00,  2.67it/s]\nEpoch 0: |          | 8993/? [56:03<00:00,  2.67it/s]\nEpoch 0: |          | 8993/? [56:03<00:00,  2.67it/s]\nEpoch 0: |          | 8994/? [56:04<00:00,  2.67it/s]\nEpoch 0: |          | 8994/? [56:04<00:00,  2.67it/s]\nEpoch 0: |          | 8995/? [56:04<00:00,  2.67it/s]\nEpoch 0: |          | 8995/? [56:04<00:00,  2.67it/s]\nEpoch 0: |          | 8996/? [56:04<00:00,  2.67it/s]\nEpoch 0: |          | 8996/? [56:04<00:00,  2.67it/s]\nEpoch 0: |          | 8997/? [56:04<00:00,  2.67it/s]\nEpoch 0: |          | 8997/? [56:04<00:00,  2.67it/s]\nEpoch 0: |          | 8998/? [56:05<00:00,  2.67it/s]\nEpoch 0: |          | 8998/? [56:05<00:00,  2.67it/s]\nEpoch 0: |          | 8999/? [56:05<00:00,  2.67it/s]\nEpoch 0: |          | 8999/? [56:05<00:00,  2.67it/s]\nEpoch 0: |          | 9000/? [56:05<00:00,  2.67it/s]\nEpoch 0: |          | 9000/? [56:05<00:00,  2.67it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.60it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.61it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.94it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.10it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 9000/? [56:06<00:00,  2.67it/s]\nEpoch 0: |          | 9001/? [56:06<00:00,  2.67it/s]\nEpoch 0: |          | 9001/? [56:06<00:00,  2.67it/s]\nEpoch 0: |          | 9002/? [56:06<00:00,  2.67it/s]\nEpoch 0: |          | 9002/? [56:06<00:00,  2.67it/s]\nEpoch 0: |          | 9003/? [56:06<00:00,  2.67it/s]\nEpoch 0: |          | 9003/? [56:06<00:00,  2.67it/s]\nEpoch 0: |          | 9004/? [56:07<00:00,  2.67it/s]\nEpoch 0: |          | 9004/? [56:07<00:00,  2.67it/s]\nEpoch 0: |          | 9005/? [56:07<00:00,  2.67it/s]\nEpoch 0: |          | 9005/? [56:07<00:00,  2.67it/s]\nEpoch 0: |          | 9006/? [56:07<00:00,  2.67it/s]\nEpoch 0: |          | 9006/? [56:07<00:00,  2.67it/s]\nEpoch 0: |          | 9007/? [56:08<00:00,  2.67it/s]\nEpoch 0: |          | 9007/? [56:08<00:00,  2.67it/s]\nEpoch 0: |          | 9008/? [56:08<00:00,  2.67it/s]\nEpoch 0: |          | 9008/? [56:08<00:00,  2.67it/s]\nEpoch 0: |          | 9009/? [56:08<00:00,  2.67it/s]\nEpoch 0: |          | 9009/? [56:08<00:00,  2.67it/s]\nEpoch 0: |          | 9010/? [56:08<00:00,  2.67it/s]\nEpoch 0: |          | 9010/? [56:08<00:00,  2.67it/s]\nEpoch 0: |          | 9011/? [56:09<00:00,  2.67it/s]\nEpoch 0: |          | 9011/? [56:09<00:00,  2.67it/s]\nEpoch 0: |          | 9012/? [56:09<00:00,  2.67it/s]\nEpoch 0: |          | 9012/? [56:09<00:00,  2.67it/s]\nEpoch 0: |          | 9013/? [56:09<00:00,  2.67it/s]\nEpoch 0: |          | 9013/? [56:09<00:00,  2.67it/s]\nEpoch 0: |          | 9014/? [56:10<00:00,  2.67it/s]\nEpoch 0: |          | 9014/? [56:10<00:00,  2.67it/s]\nEpoch 0: |          | 9015/? [56:10<00:00,  2.67it/s]\nEpoch 0: |          | 9015/? [56:10<00:00,  2.67it/s]\nEpoch 0: |          | 9016/? [56:10<00:00,  2.67it/s]\nEpoch 0: |          | 9016/? [56:10<00:00,  2.67it/s]\nEpoch 0: |          | 9017/? [56:10<00:00,  2.67it/s]\nEpoch 0: |          | 9017/? [56:10<00:00,  2.67it/s]\nEpoch 0: |          | 9018/? [56:11<00:00,  2.67it/s]\nEpoch 0: |          | 9018/? [56:11<00:00,  2.67it/s]\nEpoch 0: |          | 9019/? [56:11<00:00,  2.68it/s]\nEpoch 0: |          | 9019/? [56:11<00:00,  2.68it/s]\nEpoch 0: |          | 9020/? [56:11<00:00,  2.68it/s]\nEpoch 0: |          | 9020/? [56:11<00:00,  2.68it/s]\nEpoch 0: |          | 9021/? [56:12<00:00,  2.68it/s]\nEpoch 0: |          | 9021/? [56:12<00:00,  2.68it/s]\nEpoch 0: |          | 9022/? [56:12<00:00,  2.68it/s]\nEpoch 0: |          | 9022/? [56:12<00:00,  2.68it/s]\nEpoch 0: |          | 9023/? [56:12<00:00,  2.68it/s]\nEpoch 0: |          | 9023/? [56:12<00:00,  2.68it/s]\nEpoch 0: |          | 9024/? [56:12<00:00,  2.68it/s]\nEpoch 0: |          | 9024/? [56:12<00:00,  2.68it/s]\nEpoch 0: |          | 9025/? [56:13<00:00,  2.68it/s]\nEpoch 0: |          | 9025/? [56:13<00:00,  2.68it/s]\nEpoch 0: |          | 9026/? [56:13<00:00,  2.68it/s]\nEpoch 0: |          | 9026/? [56:13<00:00,  2.68it/s]\nEpoch 0: |          | 9027/? [56:13<00:00,  2.68it/s]\nEpoch 0: |          | 9027/? [56:13<00:00,  2.68it/s]\nEpoch 0: |          | 9028/? [56:13<00:00,  2.68it/s]\nEpoch 0: |          | 9028/? [56:13<00:00,  2.68it/s]\nEpoch 0: |          | 9029/? [56:14<00:00,  2.68it/s]\nEpoch 0: |          | 9029/? [56:14<00:00,  2.68it/s]\nEpoch 0: |          | 9030/? [56:14<00:00,  2.68it/s]\nEpoch 0: |          | 9030/? [56:14<00:00,  2.68it/s]\nEpoch 0: |          | 9031/? [56:14<00:00,  2.68it/s]\nEpoch 0: |          | 9031/? [56:14<00:00,  2.68it/s]\nEpoch 0: |          | 9032/? [56:15<00:00,  2.68it/s]\nEpoch 0: |          | 9032/? [56:15<00:00,  2.68it/s]\nEpoch 0: |          | 9033/? [56:15<00:00,  2.68it/s]\nEpoch 0: |          | 9033/? [56:15<00:00,  2.68it/s]\nEpoch 0: |          | 9034/? [56:15<00:00,  2.68it/s]\nEpoch 0: |          | 9034/? [56:15<00:00,  2.68it/s]\nEpoch 0: |          | 9035/? [56:15<00:00,  2.68it/s]\nEpoch 0: |          | 9035/? [56:15<00:00,  2.68it/s]\nEpoch 0: |          | 9036/? [56:16<00:00,  2.68it/s]\nEpoch 0: |          | 9036/? [56:16<00:00,  2.68it/s]\nEpoch 0: |          | 9037/? [56:16<00:00,  2.68it/s]\nEpoch 0: |          | 9037/? [56:16<00:00,  2.68it/s]\nEpoch 0: |          | 9038/? [56:16<00:00,  2.68it/s]\nEpoch 0: |          | 9038/? [56:16<00:00,  2.68it/s]\nEpoch 0: |          | 9039/? [56:16<00:00,  2.68it/s]\nEpoch 0: |          | 9039/? [56:16<00:00,  2.68it/s]\nEpoch 0: |          | 9040/? [56:17<00:00,  2.68it/s]\nEpoch 0: |          | 9040/? [56:17<00:00,  2.68it/s]\nEpoch 0: |          | 9041/? [56:17<00:00,  2.68it/s]\nEpoch 0: |          | 9041/? [56:17<00:00,  2.68it/s]\nEpoch 0: |          | 9042/? [56:17<00:00,  2.68it/s]\nEpoch 0: |          | 9042/? [56:17<00:00,  2.68it/s]\nEpoch 0: |          | 9043/? [56:18<00:00,  2.68it/s]\nEpoch 0: |          | 9043/? [56:18<00:00,  2.68it/s]\nEpoch 0: |          | 9044/? [56:18<00:00,  2.68it/s]\nEpoch 0: |          | 9044/? [56:18<00:00,  2.68it/s]\nEpoch 0: |          | 9045/? [56:18<00:00,  2.68it/s]\nEpoch 0: |          | 9045/? [56:18<00:00,  2.68it/s]\nEpoch 0: |          | 9046/? [56:19<00:00,  2.68it/s]\nEpoch 0: |          | 9046/? [56:19<00:00,  2.68it/s]\nEpoch 0: |          | 9047/? [56:19<00:00,  2.68it/s]\nEpoch 0: |          | 9047/? [56:19<00:00,  2.68it/s]\nEpoch 0: |          | 9048/? [56:19<00:00,  2.68it/s]\nEpoch 0: |          | 9048/? [56:19<00:00,  2.68it/s]\nEpoch 0: |          | 9049/? [56:19<00:00,  2.68it/s]\nEpoch 0: |          | 9049/? [56:19<00:00,  2.68it/s]\nEpoch 0: |          | 9050/? [56:20<00:00,  2.68it/s]\nEpoch 0: |          | 9050/? [56:20<00:00,  2.68it/s]\nEpoch 0: |          | 9051/? [56:20<00:00,  2.68it/s]\nEpoch 0: |          | 9051/? [56:20<00:00,  2.68it/s]\nEpoch 0: |          | 9052/? [56:20<00:00,  2.68it/s]\nEpoch 0: |          | 9052/? [56:20<00:00,  2.68it/s]\nEpoch 0: |          | 9053/? [56:20<00:00,  2.68it/s]\nEpoch 0: |          | 9053/? [56:20<00:00,  2.68it/s]\nEpoch 0: |          | 9054/? [56:21<00:00,  2.68it/s]\nEpoch 0: |          | 9054/? [56:21<00:00,  2.68it/s]\nEpoch 0: |          | 9055/? [56:21<00:00,  2.68it/s]\nEpoch 0: |          | 9055/? [56:21<00:00,  2.68it/s]\nEpoch 0: |          | 9056/? [56:21<00:00,  2.68it/s]\nEpoch 0: |          | 9056/? [56:21<00:00,  2.68it/s]\nEpoch 0: |          | 9057/? [56:21<00:00,  2.68it/s]\nEpoch 0: |          | 9057/? [56:21<00:00,  2.68it/s]\nEpoch 0: |          | 9058/? [56:22<00:00,  2.68it/s]\nEpoch 0: |          | 9058/? [56:22<00:00,  2.68it/s]\nEpoch 0: |          | 9059/? [56:22<00:00,  2.68it/s]\nEpoch 0: |          | 9059/? [56:22<00:00,  2.68it/s]\nEpoch 0: |          | 9060/? [56:22<00:00,  2.68it/s]\nEpoch 0: |          | 9060/? [56:22<00:00,  2.68it/s]\nEpoch 0: |          | 9061/? [56:23<00:00,  2.68it/s]\nEpoch 0: |          | 9061/? [56:23<00:00,  2.68it/s]\nEpoch 0: |          | 9062/? [56:23<00:00,  2.68it/s]\nEpoch 0: |          | 9062/? [56:23<00:00,  2.68it/s]\nEpoch 0: |          | 9063/? [56:23<00:00,  2.68it/s]\nEpoch 0: |          | 9063/? [56:23<00:00,  2.68it/s]\nEpoch 0: |          | 9064/? [56:23<00:00,  2.68it/s]\nEpoch 0: |          | 9064/? [56:23<00:00,  2.68it/s]\nEpoch 0: |          | 9065/? [56:24<00:00,  2.68it/s]\nEpoch 0: |          | 9065/? [56:24<00:00,  2.68it/s]\nEpoch 0: |          | 9066/? [56:24<00:00,  2.68it/s]\nEpoch 0: |          | 9066/? [56:24<00:00,  2.68it/s]\nEpoch 0: |          | 9067/? [56:24<00:00,  2.68it/s]\nEpoch 0: |          | 9067/? [56:24<00:00,  2.68it/s]\nEpoch 0: |          | 9068/? [56:24<00:00,  2.68it/s]\nEpoch 0: |          | 9068/? [56:24<00:00,  2.68it/s]\nEpoch 0: |          | 9069/? [56:25<00:00,  2.68it/s]\nEpoch 0: |          | 9069/? [56:25<00:00,  2.68it/s]\nEpoch 0: |          | 9070/? [56:25<00:00,  2.68it/s]\nEpoch 0: |          | 9070/? [56:25<00:00,  2.68it/s]\nEpoch 0: |          | 9071/? [56:25<00:00,  2.68it/s]\nEpoch 0: |          | 9071/? [56:25<00:00,  2.68it/s]\nEpoch 0: |          | 9072/? [56:26<00:00,  2.68it/s]\nEpoch 0: |          | 9072/? [56:26<00:00,  2.68it/s]\nEpoch 0: |          | 9073/? [56:26<00:00,  2.68it/s]\nEpoch 0: |          | 9073/? [56:26<00:00,  2.68it/s]\nEpoch 0: |          | 9074/? [56:26<00:00,  2.68it/s]\nEpoch 0: |          | 9074/? [56:26<00:00,  2.68it/s]\nEpoch 0: |          | 9075/? [56:26<00:00,  2.68it/s]\nEpoch 0: |          | 9075/? [56:26<00:00,  2.68it/s]\nEpoch 0: |          | 9076/? [56:27<00:00,  2.68it/s]\nEpoch 0: |          | 9076/? [56:27<00:00,  2.68it/s]\nEpoch 0: |          | 9077/? [56:27<00:00,  2.68it/s]\nEpoch 0: |          | 9077/? [56:27<00:00,  2.68it/s]\nEpoch 0: |          | 9078/? [56:27<00:00,  2.68it/s]\nEpoch 0: |          | 9078/? [56:27<00:00,  2.68it/s]\nEpoch 0: |          | 9079/? [56:27<00:00,  2.68it/s]\nEpoch 0: |          | 9079/? [56:27<00:00,  2.68it/s]\nEpoch 0: |          | 9080/? [56:28<00:00,  2.68it/s]\nEpoch 0: |          | 9080/? [56:28<00:00,  2.68it/s]\nEpoch 0: |          | 9081/? [56:28<00:00,  2.68it/s]\nEpoch 0: |          | 9081/? [56:28<00:00,  2.68it/s]\nEpoch 0: |          | 9082/? [56:28<00:00,  2.68it/s]\nEpoch 0: |          | 9082/? [56:28<00:00,  2.68it/s]\nEpoch 0: |          | 9083/? [56:28<00:00,  2.68it/s]\nEpoch 0: |          | 9083/? [56:28<00:00,  2.68it/s]\nEpoch 0: |          | 9084/? [56:29<00:00,  2.68it/s]\nEpoch 0: |          | 9084/? [56:29<00:00,  2.68it/s]\nEpoch 0: |          | 9085/? [56:29<00:00,  2.68it/s]\nEpoch 0: |          | 9085/? [56:29<00:00,  2.68it/s]\nEpoch 0: |          | 9086/? [56:29<00:00,  2.68it/s]\nEpoch 0: |          | 9086/? [56:29<00:00,  2.68it/s]\nEpoch 0: |          | 9087/? [56:30<00:00,  2.68it/s]\nEpoch 0: |          | 9087/? [56:30<00:00,  2.68it/s]\nEpoch 0: |          | 9088/? [56:30<00:00,  2.68it/s]\nEpoch 0: |          | 9088/? [56:30<00:00,  2.68it/s]\nEpoch 0: |          | 9089/? [56:30<00:00,  2.68it/s]\nEpoch 0: |          | 9089/? [56:30<00:00,  2.68it/s]\nEpoch 0: |          | 9090/? [56:30<00:00,  2.68it/s]\nEpoch 0: |          | 9090/? [56:30<00:00,  2.68it/s]\nEpoch 0: |          | 9091/? [56:31<00:00,  2.68it/s]\nEpoch 0: |          | 9091/? [56:31<00:00,  2.68it/s]\nEpoch 0: |          | 9092/? [56:31<00:00,  2.68it/s]\nEpoch 0: |          | 9092/? [56:31<00:00,  2.68it/s]\nEpoch 0: |          | 9093/? [56:31<00:00,  2.68it/s]\nEpoch 0: |          | 9093/? [56:31<00:00,  2.68it/s]\nEpoch 0: |          | 9094/? [56:31<00:00,  2.68it/s]\nEpoch 0: |          | 9094/? [56:31<00:00,  2.68it/s]\nEpoch 0: |          | 9095/? [56:32<00:00,  2.68it/s]\nEpoch 0: |          | 9095/? [56:32<00:00,  2.68it/s]\nEpoch 0: |          | 9096/? [56:32<00:00,  2.68it/s]\nEpoch 0: |          | 9096/? [56:32<00:00,  2.68it/s]\nEpoch 0: |          | 9097/? [56:32<00:00,  2.68it/s]\nEpoch 0: |          | 9097/? [56:32<00:00,  2.68it/s]\nEpoch 0: |          | 9098/? [56:32<00:00,  2.68it/s]\nEpoch 0: |          | 9098/? [56:32<00:00,  2.68it/s]\nEpoch 0: |          | 9099/? [56:33<00:00,  2.68it/s]\nEpoch 0: |          | 9099/? [56:33<00:00,  2.68it/s]\nEpoch 0: |          | 9100/? [56:33<00:00,  2.68it/s]\nEpoch 0: |          | 9100/? [56:33<00:00,  2.68it/s]\nEpoch 0: |          | 9101/? [56:33<00:00,  2.68it/s]\nEpoch 0: |          | 9101/? [56:33<00:00,  2.68it/s]\nEpoch 0: |          | 9102/? [56:34<00:00,  2.68it/s]\nEpoch 0: |          | 9102/? [56:34<00:00,  2.68it/s]\nEpoch 0: |          | 9103/? [56:34<00:00,  2.68it/s]\nEpoch 0: |          | 9103/? [56:34<00:00,  2.68it/s]\nEpoch 0: |          | 9104/? [56:34<00:00,  2.68it/s]\nEpoch 0: |          | 9104/? [56:34<00:00,  2.68it/s]\nEpoch 0: |          | 9105/? [56:34<00:00,  2.68it/s]\nEpoch 0: |          | 9105/? [56:34<00:00,  2.68it/s]\nEpoch 0: |          | 9106/? [56:35<00:00,  2.68it/s]\nEpoch 0: |          | 9106/? [56:35<00:00,  2.68it/s]\nEpoch 0: |          | 9107/? [56:35<00:00,  2.68it/s]\nEpoch 0: |          | 9107/? [56:35<00:00,  2.68it/s]\nEpoch 0: |          | 9108/? [56:35<00:00,  2.68it/s]\nEpoch 0: |          | 9108/? [56:35<00:00,  2.68it/s]\nEpoch 0: |          | 9109/? [56:35<00:00,  2.68it/s]\nEpoch 0: |          | 9109/? [56:35<00:00,  2.68it/s]\nEpoch 0: |          | 9110/? [56:36<00:00,  2.68it/s]\nEpoch 0: |          | 9110/? [56:36<00:00,  2.68it/s]\nEpoch 0: |          | 9111/? [56:36<00:00,  2.68it/s]\nEpoch 0: |          | 9111/? [56:36<00:00,  2.68it/s]\nEpoch 0: |          | 9112/? [56:36<00:00,  2.68it/s]\nEpoch 0: |          | 9112/? [56:36<00:00,  2.68it/s]\nEpoch 0: |          | 9113/? [56:36<00:00,  2.68it/s]\nEpoch 0: |          | 9113/? [56:36<00:00,  2.68it/s]\nEpoch 0: |          | 9114/? [56:37<00:00,  2.68it/s]\nEpoch 0: |          | 9114/? [56:37<00:00,  2.68it/s]\nEpoch 0: |          | 9115/? [56:37<00:00,  2.68it/s]\nEpoch 0: |          | 9115/? [56:37<00:00,  2.68it/s]\nEpoch 0: |          | 9116/? [56:37<00:00,  2.68it/s]\nEpoch 0: |          | 9116/? [56:37<00:00,  2.68it/s]\nEpoch 0: |          | 9117/? [56:38<00:00,  2.68it/s]\nEpoch 0: |          | 9117/? [56:38<00:00,  2.68it/s]\nEpoch 0: |          | 9118/? [56:38<00:00,  2.68it/s]\nEpoch 0: |          | 9118/? [56:38<00:00,  2.68it/s]\nEpoch 0: |          | 9119/? [56:38<00:00,  2.68it/s]\nEpoch 0: |          | 9119/? [56:38<00:00,  2.68it/s]\nEpoch 0: |          | 9120/? [56:38<00:00,  2.68it/s]\nEpoch 0: |          | 9120/? [56:38<00:00,  2.68it/s]\nEpoch 0: |          | 9121/? [56:39<00:00,  2.68it/s]\nEpoch 0: |          | 9121/? [56:39<00:00,  2.68it/s]\nEpoch 0: |          | 9122/? [56:39<00:00,  2.68it/s]\nEpoch 0: |          | 9122/? [56:39<00:00,  2.68it/s]\nEpoch 0: |          | 9123/? [56:39<00:00,  2.68it/s]\nEpoch 0: |          | 9123/? [56:39<00:00,  2.68it/s]\nEpoch 0: |          | 9124/? [56:39<00:00,  2.68it/s]\nEpoch 0: |          | 9124/? [56:39<00:00,  2.68it/s]\nEpoch 0: |          | 9125/? [56:40<00:00,  2.68it/s]\nEpoch 0: |          | 9125/? [56:40<00:00,  2.68it/s]\nEpoch 0: |          | 9126/? [56:40<00:00,  2.68it/s]\nEpoch 0: |          | 9126/? [56:40<00:00,  2.68it/s]\nEpoch 0: |          | 9127/? [56:40<00:00,  2.68it/s]\nEpoch 0: |          | 9127/? [56:40<00:00,  2.68it/s]\nEpoch 0: |          | 9128/? [56:40<00:00,  2.68it/s]\nEpoch 0: |          | 9128/? [56:40<00:00,  2.68it/s]\nEpoch 0: |          | 9129/? [56:41<00:00,  2.68it/s]\nEpoch 0: |          | 9129/? [56:41<00:00,  2.68it/s]\nEpoch 0: |          | 9130/? [56:41<00:00,  2.68it/s]\nEpoch 0: |          | 9130/? [56:41<00:00,  2.68it/s]\nEpoch 0: |          | 9131/? [56:41<00:00,  2.68it/s]\nEpoch 0: |          | 9131/? [56:41<00:00,  2.68it/s]\nEpoch 0: |          | 9132/? [56:42<00:00,  2.68it/s]\nEpoch 0: |          | 9132/? [56:42<00:00,  2.68it/s]\nEpoch 0: |          | 9133/? [56:42<00:00,  2.68it/s]\nEpoch 0: |          | 9133/? [56:42<00:00,  2.68it/s]\nEpoch 0: |          | 9134/? [56:42<00:00,  2.68it/s]\nEpoch 0: |          | 9134/? [56:42<00:00,  2.68it/s]\nEpoch 0: |          | 9135/? [56:42<00:00,  2.68it/s]\nEpoch 0: |          | 9135/? [56:42<00:00,  2.68it/s]\nEpoch 0: |          | 9136/? [56:43<00:00,  2.68it/s]\nEpoch 0: |          | 9136/? [56:43<00:00,  2.68it/s]\nEpoch 0: |          | 9137/? [56:43<00:00,  2.68it/s]\nEpoch 0: |          | 9137/? [56:43<00:00,  2.68it/s]\nEpoch 0: |          | 9138/? [56:43<00:00,  2.68it/s]\nEpoch 0: |          | 9138/? [56:43<00:00,  2.68it/s]\nEpoch 0: |          | 9139/? [56:43<00:00,  2.68it/s]\nEpoch 0: |          | 9139/? [56:43<00:00,  2.68it/s]\nEpoch 0: |          | 9140/? [56:44<00:00,  2.68it/s]\nEpoch 0: |          | 9140/? [56:44<00:00,  2.68it/s]\nEpoch 0: |          | 9141/? [56:44<00:00,  2.69it/s]\nEpoch 0: |          | 9141/? [56:44<00:00,  2.69it/s]\nEpoch 0: |          | 9142/? [56:44<00:00,  2.69it/s]\nEpoch 0: |          | 9142/? [56:44<00:00,  2.69it/s]\nEpoch 0: |          | 9143/? [56:44<00:00,  2.69it/s]\nEpoch 0: |          | 9143/? [56:44<00:00,  2.69it/s]\nEpoch 0: |          | 9144/? [56:45<00:00,  2.69it/s]\nEpoch 0: |          | 9144/? [56:45<00:00,  2.69it/s]\nEpoch 0: |          | 9145/? [56:45<00:00,  2.69it/s]\nEpoch 0: |          | 9145/? [56:45<00:00,  2.69it/s]\nEpoch 0: |          | 9146/? [56:45<00:00,  2.69it/s]\nEpoch 0: |          | 9146/? [56:45<00:00,  2.69it/s]\nEpoch 0: |          | 9147/? [56:46<00:00,  2.69it/s]\nEpoch 0: |          | 9147/? [56:46<00:00,  2.69it/s]\nEpoch 0: |          | 9148/? [56:46<00:00,  2.69it/s]\nEpoch 0: |          | 9148/? [56:46<00:00,  2.69it/s]\nEpoch 0: |          | 9149/? [56:46<00:00,  2.69it/s]\nEpoch 0: |          | 9149/? [56:46<00:00,  2.69it/s]\nEpoch 0: |          | 9150/? [56:46<00:00,  2.69it/s]\nEpoch 0: |          | 9150/? [56:46<00:00,  2.69it/s]\nEpoch 0: |          | 9151/? [56:47<00:00,  2.69it/s]\nEpoch 0: |          | 9151/? [56:47<00:00,  2.69it/s]\nEpoch 0: |          | 9152/? [56:47<00:00,  2.69it/s]\nEpoch 0: |          | 9152/? [56:47<00:00,  2.69it/s]\nEpoch 0: |          | 9153/? [56:47<00:00,  2.69it/s]\nEpoch 0: |          | 9153/? [56:47<00:00,  2.69it/s]\nEpoch 0: |          | 9154/? [56:47<00:00,  2.69it/s]\nEpoch 0: |          | 9154/? [56:47<00:00,  2.69it/s]\nEpoch 0: |          | 9155/? [56:48<00:00,  2.69it/s]\nEpoch 0: |          | 9155/? [56:48<00:00,  2.69it/s]\nEpoch 0: |          | 9156/? [56:48<00:00,  2.69it/s]\nEpoch 0: |          | 9156/? [56:48<00:00,  2.69it/s]\nEpoch 0: |          | 9157/? [56:48<00:00,  2.69it/s]\nEpoch 0: |          | 9157/? [56:48<00:00,  2.69it/s]\nEpoch 0: |          | 9158/? [56:48<00:00,  2.69it/s]\nEpoch 0: |          | 9158/? [56:48<00:00,  2.69it/s]\nEpoch 0: |          | 9159/? [56:49<00:00,  2.69it/s]\nEpoch 0: |          | 9159/? [56:49<00:00,  2.69it/s]\nEpoch 0: |          | 9160/? [56:49<00:00,  2.69it/s]\nEpoch 0: |          | 9160/? [56:49<00:00,  2.69it/s]\nEpoch 0: |          | 9161/? [56:49<00:00,  2.69it/s]\nEpoch 0: |          | 9161/? [56:49<00:00,  2.69it/s]\nEpoch 0: |          | 9162/? [56:50<00:00,  2.69it/s]\nEpoch 0: |          | 9162/? [56:50<00:00,  2.69it/s]\nEpoch 0: |          | 9163/? [56:50<00:00,  2.69it/s]\nEpoch 0: |          | 9163/? [56:50<00:00,  2.69it/s]\nEpoch 0: |          | 9164/? [56:50<00:00,  2.69it/s]\nEpoch 0: |          | 9164/? [56:50<00:00,  2.69it/s]\nEpoch 0: |          | 9165/? [56:50<00:00,  2.69it/s]\nEpoch 0: |          | 9165/? [56:50<00:00,  2.69it/s]\nEpoch 0: |          | 9166/? [56:51<00:00,  2.69it/s]\nEpoch 0: |          | 9166/? [56:51<00:00,  2.69it/s]\nEpoch 0: |          | 9167/? [56:51<00:00,  2.69it/s]\nEpoch 0: |          | 9167/? [56:51<00:00,  2.69it/s]\nEpoch 0: |          | 9168/? [56:51<00:00,  2.69it/s]\nEpoch 0: |          | 9168/? [56:51<00:00,  2.69it/s]\nEpoch 0: |          | 9169/? [56:51<00:00,  2.69it/s]\nEpoch 0: |          | 9169/? [56:51<00:00,  2.69it/s]\nEpoch 0: |          | 9170/? [56:52<00:00,  2.69it/s]\nEpoch 0: |          | 9170/? [56:52<00:00,  2.69it/s]\nEpoch 0: |          | 9171/? [56:52<00:00,  2.69it/s]\nEpoch 0: |          | 9171/? [56:52<00:00,  2.69it/s]\nEpoch 0: |          | 9172/? [56:52<00:00,  2.69it/s]\nEpoch 0: |          | 9172/? [56:52<00:00,  2.69it/s]\nEpoch 0: |          | 9173/? [56:53<00:00,  2.69it/s]\nEpoch 0: |          | 9173/? [56:53<00:00,  2.69it/s]\nEpoch 0: |          | 9174/? [56:53<00:00,  2.69it/s]\nEpoch 0: |          | 9174/? [56:53<00:00,  2.69it/s]\nEpoch 0: |          | 9175/? [56:53<00:00,  2.69it/s]\nEpoch 0: |          | 9175/? [56:53<00:00,  2.69it/s]\nEpoch 0: |          | 9176/? [56:53<00:00,  2.69it/s]\nEpoch 0: |          | 9176/? [56:53<00:00,  2.69it/s]\nEpoch 0: |          | 9177/? [56:54<00:00,  2.69it/s]\nEpoch 0: |          | 9177/? [56:54<00:00,  2.69it/s]\nEpoch 0: |          | 9178/? [56:54<00:00,  2.69it/s]\nEpoch 0: |          | 9178/? [56:54<00:00,  2.69it/s]\nEpoch 0: |          | 9179/? [56:54<00:00,  2.69it/s]\nEpoch 0: |          | 9179/? [56:54<00:00,  2.69it/s]\nEpoch 0: |          | 9180/? [56:55<00:00,  2.69it/s]\nEpoch 0: |          | 9180/? [56:55<00:00,  2.69it/s]\nEpoch 0: |          | 9181/? [56:55<00:00,  2.69it/s]\nEpoch 0: |          | 9181/? [56:55<00:00,  2.69it/s]\nEpoch 0: |          | 9182/? [56:55<00:00,  2.69it/s]\nEpoch 0: |          | 9182/? [56:55<00:00,  2.69it/s]\nEpoch 0: |          | 9183/? [56:55<00:00,  2.69it/s]\nEpoch 0: |          | 9183/? [56:55<00:00,  2.69it/s]\nEpoch 0: |          | 9184/? [56:56<00:00,  2.69it/s]\nEpoch 0: |          | 9184/? [56:56<00:00,  2.69it/s]\nEpoch 0: |          | 9185/? [56:56<00:00,  2.69it/s]\nEpoch 0: |          | 9185/? [56:56<00:00,  2.69it/s]\nEpoch 0: |          | 9186/? [56:56<00:00,  2.69it/s]\nEpoch 0: |          | 9186/? [56:56<00:00,  2.69it/s]\nEpoch 0: |          | 9187/? [56:56<00:00,  2.69it/s]\nEpoch 0: |          | 9187/? [56:56<00:00,  2.69it/s]\nEpoch 0: |          | 9188/? [56:57<00:00,  2.69it/s]\nEpoch 0: |          | 9188/? [56:57<00:00,  2.69it/s]\nEpoch 0: |          | 9189/? [56:57<00:00,  2.69it/s]\nEpoch 0: |          | 9189/? [56:57<00:00,  2.69it/s]\nEpoch 0: |          | 9190/? [56:57<00:00,  2.69it/s]\nEpoch 0: |          | 9190/? [56:57<00:00,  2.69it/s]\nEpoch 0: |          | 9191/? [56:57<00:00,  2.69it/s]\nEpoch 0: |          | 9191/? [56:57<00:00,  2.69it/s]\nEpoch 0: |          | 9192/? [56:58<00:00,  2.69it/s]\nEpoch 0: |          | 9192/? [56:58<00:00,  2.69it/s]\nEpoch 0: |          | 9193/? [56:58<00:00,  2.69it/s]\nEpoch 0: |          | 9193/? [56:58<00:00,  2.69it/s]\nEpoch 0: |          | 9194/? [56:58<00:00,  2.69it/s]\nEpoch 0: |          | 9194/? [56:58<00:00,  2.69it/s]\nEpoch 0: |          | 9195/? [56:58<00:00,  2.69it/s]\nEpoch 0: |          | 9195/? [56:58<00:00,  2.69it/s]\nEpoch 0: |          | 9196/? [56:59<00:00,  2.69it/s]\nEpoch 0: |          | 9196/? [56:59<00:00,  2.69it/s]\nEpoch 0: |          | 9197/? [56:59<00:00,  2.69it/s]\nEpoch 0: |          | 9197/? [56:59<00:00,  2.69it/s]\nEpoch 0: |          | 9198/? [56:59<00:00,  2.69it/s]\nEpoch 0: |          | 9198/? [56:59<00:00,  2.69it/s]\nEpoch 0: |          | 9199/? [57:00<00:00,  2.69it/s]\nEpoch 0: |          | 9199/? [57:00<00:00,  2.69it/s]\nEpoch 0: |          | 9200/? [57:00<00:00,  2.69it/s]\nEpoch 0: |          | 9200/? [57:00<00:00,  2.69it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.73it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.93it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.54it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.81it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 9200/? [57:00<00:00,  2.69it/s]\nEpoch 0: |          | 9201/? [57:00<00:00,  2.69it/s]\nEpoch 0: |          | 9201/? [57:00<00:00,  2.69it/s]\nEpoch 0: |          | 9202/? [57:01<00:00,  2.69it/s]\nEpoch 0: |          | 9202/? [57:01<00:00,  2.69it/s]\nEpoch 0: |          | 9203/? [57:01<00:00,  2.69it/s]\nEpoch 0: |          | 9203/? [57:01<00:00,  2.69it/s]\nEpoch 0: |          | 9204/? [57:01<00:00,  2.69it/s]\nEpoch 0: |          | 9204/? [57:01<00:00,  2.69it/s]\nEpoch 0: |          | 9205/? [57:01<00:00,  2.69it/s]\nEpoch 0: |          | 9205/? [57:01<00:00,  2.69it/s]\nEpoch 0: |          | 9206/? [57:02<00:00,  2.69it/s]\nEpoch 0: |          | 9206/? [57:02<00:00,  2.69it/s]\nEpoch 0: |          | 9207/? [57:02<00:00,  2.69it/s]\nEpoch 0: |          | 9207/? [57:02<00:00,  2.69it/s]\nEpoch 0: |          | 9208/? [57:02<00:00,  2.69it/s]\nEpoch 0: |          | 9208/? [57:02<00:00,  2.69it/s]\nEpoch 0: |          | 9209/? [57:02<00:00,  2.69it/s]\nEpoch 0: |          | 9209/? [57:02<00:00,  2.69it/s]\nEpoch 0: |          | 9210/? [57:03<00:00,  2.69it/s]\nEpoch 0: |          | 9210/? [57:03<00:00,  2.69it/s]\nEpoch 0: |          | 9211/? [57:03<00:00,  2.69it/s]\nEpoch 0: |          | 9211/? [57:03<00:00,  2.69it/s]\nEpoch 0: |          | 9212/? [57:03<00:00,  2.69it/s]\nEpoch 0: |          | 9212/? [57:03<00:00,  2.69it/s]\nEpoch 0: |          | 9213/? [57:04<00:00,  2.69it/s]\nEpoch 0: |          | 9213/? [57:04<00:00,  2.69it/s]\nEpoch 0: |          | 9214/? [57:04<00:00,  2.69it/s]\nEpoch 0: |          | 9214/? [57:04<00:00,  2.69it/s]\nEpoch 0: |          | 9215/? [57:04<00:00,  2.69it/s]\nEpoch 0: |          | 9215/? [57:04<00:00,  2.69it/s]\nEpoch 0: |          | 9216/? [57:04<00:00,  2.69it/s]\nEpoch 0: |          | 9216/? [57:04<00:00,  2.69it/s]\nEpoch 0: |          | 9217/? [57:05<00:00,  2.69it/s]\nEpoch 0: |          | 9217/? [57:05<00:00,  2.69it/s]\nEpoch 0: |          | 9218/? [57:05<00:00,  2.69it/s]\nEpoch 0: |          | 9218/? [57:05<00:00,  2.69it/s]\nEpoch 0: |          | 9219/? [57:05<00:00,  2.69it/s]\nEpoch 0: |          | 9219/? [57:05<00:00,  2.69it/s]\nEpoch 0: |          | 9220/? [57:05<00:00,  2.69it/s]\nEpoch 0: |          | 9220/? [57:05<00:00,  2.69it/s]\nEpoch 0: |          | 9221/? [57:06<00:00,  2.69it/s]\nEpoch 0: |          | 9221/? [57:06<00:00,  2.69it/s]\nEpoch 0: |          | 9222/? [57:06<00:00,  2.69it/s]\nEpoch 0: |          | 9222/? [57:06<00:00,  2.69it/s]\nEpoch 0: |          | 9223/? [57:06<00:00,  2.69it/s]\nEpoch 0: |          | 9223/? [57:06<00:00,  2.69it/s]\nEpoch 0: |          | 9224/? [57:06<00:00,  2.69it/s]\nEpoch 0: |          | 9224/? [57:06<00:00,  2.69it/s]\nEpoch 0: |          | 9225/? [57:07<00:00,  2.69it/s]\nEpoch 0: |          | 9225/? [57:07<00:00,  2.69it/s]\nEpoch 0: |          | 9226/? [57:07<00:00,  2.69it/s]\nEpoch 0: |          | 9226/? [57:07<00:00,  2.69it/s]\nEpoch 0: |          | 9227/? [57:07<00:00,  2.69it/s]\nEpoch 0: |          | 9227/? [57:07<00:00,  2.69it/s]\nEpoch 0: |          | 9228/? [57:08<00:00,  2.69it/s]\nEpoch 0: |          | 9228/? [57:08<00:00,  2.69it/s]\nEpoch 0: |          | 9229/? [57:08<00:00,  2.69it/s]\nEpoch 0: |          | 9229/? [57:08<00:00,  2.69it/s]\nEpoch 0: |          | 9230/? [57:08<00:00,  2.69it/s]\nEpoch 0: |          | 9230/? [57:08<00:00,  2.69it/s]\nEpoch 0: |          | 9231/? [57:08<00:00,  2.69it/s]\nEpoch 0: |          | 9231/? [57:08<00:00,  2.69it/s]\nEpoch 0: |          | 9232/? [57:09<00:00,  2.69it/s]\nEpoch 0: |          | 9232/? [57:09<00:00,  2.69it/s]\nEpoch 0: |          | 9233/? [57:09<00:00,  2.69it/s]\nEpoch 0: |          | 9233/? [57:09<00:00,  2.69it/s]\nEpoch 0: |          | 9234/? [57:09<00:00,  2.69it/s]\nEpoch 0: |          | 9234/? [57:09<00:00,  2.69it/s]\nEpoch 0: |          | 9235/? [57:10<00:00,  2.69it/s]\nEpoch 0: |          | 9235/? [57:10<00:00,  2.69it/s]\nEpoch 0: |          | 9236/? [57:10<00:00,  2.69it/s]\nEpoch 0: |          | 9236/? [57:10<00:00,  2.69it/s]\nEpoch 0: |          | 9237/? [57:10<00:00,  2.69it/s]\nEpoch 0: |          | 9237/? [57:10<00:00,  2.69it/s]\nEpoch 0: |          | 9238/? [57:10<00:00,  2.69it/s]\nEpoch 0: |          | 9238/? [57:10<00:00,  2.69it/s]\nEpoch 0: |          | 9239/? [57:11<00:00,  2.69it/s]\nEpoch 0: |          | 9239/? [57:11<00:00,  2.69it/s]\nEpoch 0: |          | 9240/? [57:11<00:00,  2.69it/s]\nEpoch 0: |          | 9240/? [57:11<00:00,  2.69it/s]\nEpoch 0: |          | 9241/? [57:11<00:00,  2.69it/s]\nEpoch 0: |          | 9241/? [57:11<00:00,  2.69it/s]\nEpoch 0: |          | 9242/? [57:11<00:00,  2.69it/s]\nEpoch 0: |          | 9242/? [57:11<00:00,  2.69it/s]\nEpoch 0: |          | 9243/? [57:12<00:00,  2.69it/s]\nEpoch 0: |          | 9243/? [57:12<00:00,  2.69it/s]\nEpoch 0: |          | 9244/? [57:12<00:00,  2.69it/s]\nEpoch 0: |          | 9244/? [57:12<00:00,  2.69it/s]\nEpoch 0: |          | 9245/? [57:12<00:00,  2.69it/s]\nEpoch 0: |          | 9245/? [57:12<00:00,  2.69it/s]\nEpoch 0: |          | 9246/? [57:13<00:00,  2.69it/s]\nEpoch 0: |          | 9246/? [57:13<00:00,  2.69it/s]\nEpoch 0: |          | 9247/? [57:13<00:00,  2.69it/s]\nEpoch 0: |          | 9247/? [57:13<00:00,  2.69it/s]\nEpoch 0: |          | 9248/? [57:13<00:00,  2.69it/s]\nEpoch 0: |          | 9248/? [57:13<00:00,  2.69it/s]\nEpoch 0: |          | 9249/? [57:13<00:00,  2.69it/s]\nEpoch 0: |          | 9249/? [57:13<00:00,  2.69it/s]\nEpoch 0: |          | 9250/? [57:14<00:00,  2.69it/s]\nEpoch 0: |          | 9250/? [57:14<00:00,  2.69it/s]\nEpoch 0: |          | 9251/? [57:14<00:00,  2.69it/s]\nEpoch 0: |          | 9251/? [57:14<00:00,  2.69it/s]\nEpoch 0: |          | 9252/? [57:14<00:00,  2.69it/s]\nEpoch 0: |          | 9252/? [57:14<00:00,  2.69it/s]\nEpoch 0: |          | 9253/? [57:14<00:00,  2.69it/s]\nEpoch 0: |          | 9253/? [57:14<00:00,  2.69it/s]\nEpoch 0: |          | 9254/? [57:15<00:00,  2.69it/s]\nEpoch 0: |          | 9254/? [57:15<00:00,  2.69it/s]\nEpoch 0: |          | 9255/? [57:15<00:00,  2.69it/s]\nEpoch 0: |          | 9255/? [57:15<00:00,  2.69it/s]\nEpoch 0: |          | 9256/? [57:15<00:00,  2.69it/s]\nEpoch 0: |          | 9256/? [57:15<00:00,  2.69it/s]\nEpoch 0: |          | 9257/? [57:15<00:00,  2.69it/s]\nEpoch 0: |          | 9257/? [57:15<00:00,  2.69it/s]\nEpoch 0: |          | 9258/? [57:16<00:00,  2.69it/s]\nEpoch 0: |          | 9258/? [57:16<00:00,  2.69it/s]\nEpoch 0: |          | 9259/? [57:16<00:00,  2.69it/s]\nEpoch 0: |          | 9259/? [57:16<00:00,  2.69it/s]\nEpoch 0: |          | 9260/? [57:16<00:00,  2.69it/s]\nEpoch 0: |          | 9260/? [57:16<00:00,  2.69it/s]\nEpoch 0: |          | 9261/? [57:16<00:00,  2.69it/s]\nEpoch 0: |          | 9261/? [57:16<00:00,  2.69it/s]\nEpoch 0: |          | 9262/? [57:17<00:00,  2.69it/s]\nEpoch 0: |          | 9262/? [57:17<00:00,  2.69it/s]\nEpoch 0: |          | 9263/? [57:17<00:00,  2.69it/s]\nEpoch 0: |          | 9263/? [57:17<00:00,  2.69it/s]\nEpoch 0: |          | 9264/? [57:17<00:00,  2.69it/s]\nEpoch 0: |          | 9264/? [57:17<00:00,  2.69it/s]\nEpoch 0: |          | 9265/? [57:18<00:00,  2.69it/s]\nEpoch 0: |          | 9265/? [57:18<00:00,  2.69it/s]\nEpoch 0: |          | 9266/? [57:18<00:00,  2.69it/s]\nEpoch 0: |          | 9266/? [57:18<00:00,  2.69it/s]\nEpoch 0: |          | 9267/? [57:18<00:00,  2.69it/s]\nEpoch 0: |          | 9267/? [57:18<00:00,  2.69it/s]\nEpoch 0: |          | 9268/? [57:18<00:00,  2.69it/s]\nEpoch 0: |          | 9268/? [57:18<00:00,  2.69it/s]\nEpoch 0: |          | 9269/? [57:19<00:00,  2.70it/s]\nEpoch 0: |          | 9269/? [57:19<00:00,  2.70it/s]\nEpoch 0: |          | 9270/? [57:19<00:00,  2.70it/s]\nEpoch 0: |          | 9270/? [57:19<00:00,  2.70it/s]\nEpoch 0: |          | 9271/? [57:19<00:00,  2.70it/s]\nEpoch 0: |          | 9271/? [57:19<00:00,  2.70it/s]\nEpoch 0: |          | 9272/? [57:20<00:00,  2.70it/s]\nEpoch 0: |          | 9272/? [57:20<00:00,  2.70it/s]\nEpoch 0: |          | 9273/? [57:20<00:00,  2.70it/s]\nEpoch 0: |          | 9273/? [57:20<00:00,  2.70it/s]\nEpoch 0: |          | 9274/? [57:20<00:00,  2.70it/s]\nEpoch 0: |          | 9274/? [57:20<00:00,  2.70it/s]\nEpoch 0: |          | 9275/? [57:20<00:00,  2.70it/s]\nEpoch 0: |          | 9275/? [57:20<00:00,  2.70it/s]\nEpoch 0: |          | 9276/? [57:21<00:00,  2.70it/s]\nEpoch 0: |          | 9276/? [57:21<00:00,  2.70it/s]\nEpoch 0: |          | 9277/? [57:21<00:00,  2.70it/s]\nEpoch 0: |          | 9277/? [57:21<00:00,  2.70it/s]\nEpoch 0: |          | 9278/? [57:21<00:00,  2.70it/s]\nEpoch 0: |          | 9278/? [57:21<00:00,  2.70it/s]\nEpoch 0: |          | 9279/? [57:21<00:00,  2.70it/s]\nEpoch 0: |          | 9279/? [57:21<00:00,  2.70it/s]\nEpoch 0: |          | 9280/? [57:22<00:00,  2.70it/s]\nEpoch 0: |          | 9280/? [57:22<00:00,  2.70it/s]\nEpoch 0: |          | 9281/? [57:22<00:00,  2.70it/s]\nEpoch 0: |          | 9281/? [57:22<00:00,  2.70it/s]\nEpoch 0: |          | 9282/? [57:22<00:00,  2.70it/s]\nEpoch 0: |          | 9282/? [57:22<00:00,  2.70it/s]\nEpoch 0: |          | 9283/? [57:22<00:00,  2.70it/s]\nEpoch 0: |          | 9283/? [57:22<00:00,  2.70it/s]\nEpoch 0: |          | 9284/? [57:23<00:00,  2.70it/s]\nEpoch 0: |          | 9284/? [57:23<00:00,  2.70it/s]\nEpoch 0: |          | 9285/? [57:23<00:00,  2.70it/s]\nEpoch 0: |          | 9285/? [57:23<00:00,  2.70it/s]\nEpoch 0: |          | 9286/? [57:23<00:00,  2.70it/s]\nEpoch 0: |          | 9286/? [57:23<00:00,  2.70it/s]\nEpoch 0: |          | 9287/? [57:23<00:00,  2.70it/s]\nEpoch 0: |          | 9287/? [57:23<00:00,  2.70it/s]\nEpoch 0: |          | 9288/? [57:24<00:00,  2.70it/s]\nEpoch 0: |          | 9288/? [57:24<00:00,  2.70it/s]\nEpoch 0: |          | 9289/? [57:24<00:00,  2.70it/s]\nEpoch 0: |          | 9289/? [57:24<00:00,  2.70it/s]\nEpoch 0: |          | 9290/? [57:24<00:00,  2.70it/s]\nEpoch 0: |          | 9290/? [57:24<00:00,  2.70it/s]\nEpoch 0: |          | 9291/? [57:25<00:00,  2.70it/s]\nEpoch 0: |          | 9291/? [57:25<00:00,  2.70it/s]\nEpoch 0: |          | 9292/? [57:25<00:00,  2.70it/s]\nEpoch 0: |          | 9292/? [57:25<00:00,  2.70it/s]\nEpoch 0: |          | 9293/? [57:25<00:00,  2.70it/s]\nEpoch 0: |          | 9293/? [57:25<00:00,  2.70it/s]\nEpoch 0: |          | 9294/? [57:25<00:00,  2.70it/s]\nEpoch 0: |          | 9294/? [57:25<00:00,  2.70it/s]\nEpoch 0: |          | 9295/? [57:26<00:00,  2.70it/s]\nEpoch 0: |          | 9295/? [57:26<00:00,  2.70it/s]\nEpoch 0: |          | 9296/? [57:26<00:00,  2.70it/s]\nEpoch 0: |          | 9296/? [57:26<00:00,  2.70it/s]\nEpoch 0: |          | 9297/? [57:26<00:00,  2.70it/s]\nEpoch 0: |          | 9297/? [57:26<00:00,  2.70it/s]\nEpoch 0: |          | 9298/? [57:26<00:00,  2.70it/s]\nEpoch 0: |          | 9298/? [57:26<00:00,  2.70it/s]\nEpoch 0: |          | 9299/? [57:27<00:00,  2.70it/s]\nEpoch 0: |          | 9299/? [57:27<00:00,  2.70it/s]\nEpoch 0: |          | 9300/? [57:27<00:00,  2.70it/s]\nEpoch 0: |          | 9300/? [57:27<00:00,  2.70it/s]\nEpoch 0: |          | 9301/? [57:27<00:00,  2.70it/s]\nEpoch 0: |          | 9301/? [57:27<00:00,  2.70it/s]\nEpoch 0: |          | 9302/? [57:28<00:00,  2.70it/s]\nEpoch 0: |          | 9302/? [57:28<00:00,  2.70it/s]\nEpoch 0: |          | 9303/? [57:28<00:00,  2.70it/s]\nEpoch 0: |          | 9303/? [57:28<00:00,  2.70it/s]\nEpoch 0: |          | 9304/? [57:28<00:00,  2.70it/s]\nEpoch 0: |          | 9304/? [57:28<00:00,  2.70it/s]\nEpoch 0: |          | 9305/? [57:28<00:00,  2.70it/s]\nEpoch 0: |          | 9305/? [57:28<00:00,  2.70it/s]\nEpoch 0: |          | 9306/? [57:29<00:00,  2.70it/s]\nEpoch 0: |          | 9306/? [57:29<00:00,  2.70it/s]\nEpoch 0: |          | 9307/? [57:29<00:00,  2.70it/s]\nEpoch 0: |          | 9307/? [57:29<00:00,  2.70it/s]\nEpoch 0: |          | 9308/? [57:29<00:00,  2.70it/s]\nEpoch 0: |          | 9308/? [57:29<00:00,  2.70it/s]\nEpoch 0: |          | 9309/? [57:29<00:00,  2.70it/s]\nEpoch 0: |          | 9309/? [57:29<00:00,  2.70it/s]\nEpoch 0: |          | 9310/? [57:30<00:00,  2.70it/s]\nEpoch 0: |          | 9310/? [57:30<00:00,  2.70it/s]\nEpoch 0: |          | 9311/? [57:30<00:00,  2.70it/s]\nEpoch 0: |          | 9311/? [57:30<00:00,  2.70it/s]\nEpoch 0: |          | 9312/? [57:30<00:00,  2.70it/s]\nEpoch 0: |          | 9312/? [57:30<00:00,  2.70it/s]\nEpoch 0: |          | 9313/? [57:30<00:00,  2.70it/s]\nEpoch 0: |          | 9313/? [57:30<00:00,  2.70it/s]\nEpoch 0: |          | 9314/? [57:31<00:00,  2.70it/s]\nEpoch 0: |          | 9314/? [57:31<00:00,  2.70it/s]\nEpoch 0: |          | 9315/? [57:31<00:00,  2.70it/s]\nEpoch 0: |          | 9315/? [57:31<00:00,  2.70it/s]\nEpoch 0: |          | 9316/? [57:31<00:00,  2.70it/s]\nEpoch 0: |          | 9316/? [57:31<00:00,  2.70it/s]\nEpoch 0: |          | 9317/? [57:32<00:00,  2.70it/s]\nEpoch 0: |          | 9317/? [57:32<00:00,  2.70it/s]\nEpoch 0: |          | 9318/? [57:32<00:00,  2.70it/s]\nEpoch 0: |          | 9318/? [57:32<00:00,  2.70it/s]\nEpoch 0: |          | 9319/? [57:32<00:00,  2.70it/s]\nEpoch 0: |          | 9319/? [57:32<00:00,  2.70it/s]\nEpoch 0: |          | 9320/? [57:32<00:00,  2.70it/s]\nEpoch 0: |          | 9320/? [57:32<00:00,  2.70it/s]\nEpoch 0: |          | 9321/? [57:33<00:00,  2.70it/s]\nEpoch 0: |          | 9321/? [57:33<00:00,  2.70it/s]\nEpoch 0: |          | 9322/? [57:33<00:00,  2.70it/s]\nEpoch 0: |          | 9322/? [57:33<00:00,  2.70it/s]\nEpoch 0: |          | 9323/? [57:33<00:00,  2.70it/s]\nEpoch 0: |          | 9323/? [57:33<00:00,  2.70it/s]\nEpoch 0: |          | 9324/? [57:33<00:00,  2.70it/s]\nEpoch 0: |          | 9324/? [57:33<00:00,  2.70it/s]\nEpoch 0: |          | 9325/? [57:34<00:00,  2.70it/s]\nEpoch 0: |          | 9325/? [57:34<00:00,  2.70it/s]\nEpoch 0: |          | 9326/? [57:34<00:00,  2.70it/s]\nEpoch 0: |          | 9326/? [57:34<00:00,  2.70it/s]\nEpoch 0: |          | 9327/? [57:34<00:00,  2.70it/s]\nEpoch 0: |          | 9327/? [57:34<00:00,  2.70it/s]\nEpoch 0: |          | 9328/? [57:34<00:00,  2.70it/s]\nEpoch 0: |          | 9328/? [57:34<00:00,  2.70it/s]\nEpoch 0: |          | 9329/? [57:35<00:00,  2.70it/s]\nEpoch 0: |          | 9329/? [57:35<00:00,  2.70it/s]\nEpoch 0: |          | 9330/? [57:35<00:00,  2.70it/s]\nEpoch 0: |          | 9330/? [57:35<00:00,  2.70it/s]\nEpoch 0: |          | 9331/? [57:35<00:00,  2.70it/s]\nEpoch 0: |          | 9331/? [57:35<00:00,  2.70it/s]\nEpoch 0: |          | 9332/? [57:36<00:00,  2.70it/s]\nEpoch 0: |          | 9332/? [57:36<00:00,  2.70it/s]\nEpoch 0: |          | 9333/? [57:36<00:00,  2.70it/s]\nEpoch 0: |          | 9333/? [57:36<00:00,  2.70it/s]\nEpoch 0: |          | 9334/? [57:36<00:00,  2.70it/s]\nEpoch 0: |          | 9334/? [57:36<00:00,  2.70it/s]\nEpoch 0: |          | 9335/? [57:36<00:00,  2.70it/s]\nEpoch 0: |          | 9335/? [57:36<00:00,  2.70it/s]\nEpoch 0: |          | 9336/? [57:37<00:00,  2.70it/s]\nEpoch 0: |          | 9336/? [57:37<00:00,  2.70it/s]\nEpoch 0: |          | 9337/? [57:37<00:00,  2.70it/s]\nEpoch 0: |          | 9337/? [57:37<00:00,  2.70it/s]\nEpoch 0: |          | 9338/? [57:37<00:00,  2.70it/s]\nEpoch 0: |          | 9338/? [57:37<00:00,  2.70it/s]\nEpoch 0: |          | 9339/? [57:37<00:00,  2.70it/s]\nEpoch 0: |          | 9339/? [57:37<00:00,  2.70it/s]\nEpoch 0: |          | 9340/? [57:38<00:00,  2.70it/s]\nEpoch 0: |          | 9340/? [57:38<00:00,  2.70it/s]\nEpoch 0: |          | 9341/? [57:38<00:00,  2.70it/s]\nEpoch 0: |          | 9341/? [57:38<00:00,  2.70it/s]\nEpoch 0: |          | 9342/? [57:38<00:00,  2.70it/s]\nEpoch 0: |          | 9342/? [57:38<00:00,  2.70it/s]\nEpoch 0: |          | 9343/? [57:39<00:00,  2.70it/s]\nEpoch 0: |          | 9343/? [57:39<00:00,  2.70it/s]\nEpoch 0: |          | 9344/? [57:39<00:00,  2.70it/s]\nEpoch 0: |          | 9344/? [57:39<00:00,  2.70it/s]\nEpoch 0: |          | 9345/? [57:39<00:00,  2.70it/s]\nEpoch 0: |          | 9345/? [57:39<00:00,  2.70it/s]\nEpoch 0: |          | 9346/? [57:39<00:00,  2.70it/s]\nEpoch 0: |          | 9346/? [57:39<00:00,  2.70it/s]\nEpoch 0: |          | 9347/? [57:40<00:00,  2.70it/s]\nEpoch 0: |          | 9347/? [57:40<00:00,  2.70it/s]\nEpoch 0: |          | 9348/? [57:40<00:00,  2.70it/s]\nEpoch 0: |          | 9348/? [57:40<00:00,  2.70it/s]\nEpoch 0: |          | 9349/? [57:40<00:00,  2.70it/s]\nEpoch 0: |          | 9349/? [57:40<00:00,  2.70it/s]\nEpoch 0: |          | 9350/? [57:40<00:00,  2.70it/s]\nEpoch 0: |          | 9350/? [57:40<00:00,  2.70it/s]\nEpoch 0: |          | 9351/? [57:41<00:00,  2.70it/s]\nEpoch 0: |          | 9351/? [57:41<00:00,  2.70it/s]\nEpoch 0: |          | 9352/? [57:41<00:00,  2.70it/s]\nEpoch 0: |          | 9352/? [57:41<00:00,  2.70it/s]\nEpoch 0: |          | 9353/? [57:41<00:00,  2.70it/s]\nEpoch 0: |          | 9353/? [57:41<00:00,  2.70it/s]\nEpoch 0: |          | 9354/? [57:42<00:00,  2.70it/s]\nEpoch 0: |          | 9354/? [57:42<00:00,  2.70it/s]\nEpoch 0: |          | 9355/? [57:42<00:00,  2.70it/s]\nEpoch 0: |          | 9355/? [57:42<00:00,  2.70it/s]\nEpoch 0: |          | 9356/? [57:42<00:00,  2.70it/s]\nEpoch 0: |          | 9356/? [57:42<00:00,  2.70it/s]\nEpoch 0: |          | 9357/? [57:42<00:00,  2.70it/s]\nEpoch 0: |          | 9357/? [57:42<00:00,  2.70it/s]\nEpoch 0: |          | 9358/? [57:43<00:00,  2.70it/s]\nEpoch 0: |          | 9358/? [57:43<00:00,  2.70it/s]\nEpoch 0: |          | 9359/? [57:43<00:00,  2.70it/s]\nEpoch 0: |          | 9359/? [57:43<00:00,  2.70it/s]\nEpoch 0: |          | 9360/? [57:43<00:00,  2.70it/s]\nEpoch 0: |          | 9360/? [57:43<00:00,  2.70it/s]\nEpoch 0: |          | 9361/? [57:43<00:00,  2.70it/s]\nEpoch 0: |          | 9361/? [57:43<00:00,  2.70it/s]\nEpoch 0: |          | 9362/? [57:44<00:00,  2.70it/s]\nEpoch 0: |          | 9362/? [57:44<00:00,  2.70it/s]\nEpoch 0: |          | 9363/? [57:44<00:00,  2.70it/s]\nEpoch 0: |          | 9363/? [57:44<00:00,  2.70it/s]\nEpoch 0: |          | 9364/? [57:44<00:00,  2.70it/s]\nEpoch 0: |          | 9364/? [57:44<00:00,  2.70it/s]\nEpoch 0: |          | 9365/? [57:44<00:00,  2.70it/s]\nEpoch 0: |          | 9365/? [57:44<00:00,  2.70it/s]\nEpoch 0: |          | 9366/? [57:45<00:00,  2.70it/s]\nEpoch 0: |          | 9366/? [57:45<00:00,  2.70it/s]\nEpoch 0: |          | 9367/? [57:45<00:00,  2.70it/s]\nEpoch 0: |          | 9367/? [57:45<00:00,  2.70it/s]\nEpoch 0: |          | 9368/? [57:45<00:00,  2.70it/s]\nEpoch 0: |          | 9368/? [57:45<00:00,  2.70it/s]\nEpoch 0: |          | 9369/? [57:46<00:00,  2.70it/s]\nEpoch 0: |          | 9369/? [57:46<00:00,  2.70it/s]\nEpoch 0: |          | 9370/? [57:46<00:00,  2.70it/s]\nEpoch 0: |          | 9370/? [57:46<00:00,  2.70it/s]\nEpoch 0: |          | 9371/? [57:46<00:00,  2.70it/s]\nEpoch 0: |          | 9371/? [57:46<00:00,  2.70it/s]\nEpoch 0: |          | 9372/? [57:46<00:00,  2.70it/s]\nEpoch 0: |          | 9372/? [57:46<00:00,  2.70it/s]\nEpoch 0: |          | 9373/? [57:47<00:00,  2.70it/s]\nEpoch 0: |          | 9373/? [57:47<00:00,  2.70it/s]\nEpoch 0: |          | 9374/? [57:47<00:00,  2.70it/s]\nEpoch 0: |          | 9374/? [57:47<00:00,  2.70it/s]\nEpoch 0: |          | 9375/? [57:47<00:00,  2.70it/s]\nEpoch 0: |          | 9375/? [57:47<00:00,  2.70it/s]\nEpoch 0: |          | 9376/? [57:47<00:00,  2.70it/s]\nEpoch 0: |          | 9376/? [57:47<00:00,  2.70it/s]\nEpoch 0: |          | 9377/? [57:48<00:00,  2.70it/s]\nEpoch 0: |          | 9377/? [57:48<00:00,  2.70it/s]\nEpoch 0: |          | 9378/? [57:48<00:00,  2.70it/s]\nEpoch 0: |          | 9378/? [57:48<00:00,  2.70it/s]\nEpoch 0: |          | 9379/? [57:48<00:00,  2.70it/s]\nEpoch 0: |          | 9379/? [57:48<00:00,  2.70it/s]\nEpoch 0: |          | 9380/? [57:48<00:00,  2.70it/s]\nEpoch 0: |          | 9380/? [57:48<00:00,  2.70it/s]\nEpoch 0: |          | 9381/? [57:49<00:00,  2.70it/s]\nEpoch 0: |          | 9381/? [57:49<00:00,  2.70it/s]\nEpoch 0: |          | 9382/? [57:49<00:00,  2.70it/s]\nEpoch 0: |          | 9382/? [57:49<00:00,  2.70it/s]\nEpoch 0: |          | 9383/? [57:49<00:00,  2.70it/s]\nEpoch 0: |          | 9383/? [57:49<00:00,  2.70it/s]\nEpoch 0: |          | 9384/? [57:50<00:00,  2.70it/s]\nEpoch 0: |          | 9384/? [57:50<00:00,  2.70it/s]\nEpoch 0: |          | 9385/? [57:50<00:00,  2.70it/s]\nEpoch 0: |          | 9385/? [57:50<00:00,  2.70it/s]\nEpoch 0: |          | 9386/? [57:50<00:00,  2.70it/s]\nEpoch 0: |          | 9386/? [57:50<00:00,  2.70it/s]\nEpoch 0: |          | 9387/? [57:50<00:00,  2.70it/s]\nEpoch 0: |          | 9387/? [57:50<00:00,  2.70it/s]\nEpoch 0: |          | 9388/? [57:51<00:00,  2.70it/s]\nEpoch 0: |          | 9388/? [57:51<00:00,  2.70it/s]\nEpoch 0: |          | 9389/? [57:51<00:00,  2.70it/s]\nEpoch 0: |          | 9389/? [57:51<00:00,  2.70it/s]\nEpoch 0: |          | 9390/? [57:51<00:00,  2.70it/s]\nEpoch 0: |          | 9390/? [57:51<00:00,  2.70it/s]\nEpoch 0: |          | 9391/? [57:51<00:00,  2.70it/s]\nEpoch 0: |          | 9391/? [57:51<00:00,  2.70it/s]\nEpoch 0: |          | 9392/? [57:52<00:00,  2.70it/s]\nEpoch 0: |          | 9392/? [57:52<00:00,  2.70it/s]\nEpoch 0: |          | 9393/? [57:52<00:00,  2.70it/s]\nEpoch 0: |          | 9393/? [57:52<00:00,  2.70it/s]\nEpoch 0: |          | 9394/? [57:52<00:00,  2.71it/s]\nEpoch 0: |          | 9394/? [57:52<00:00,  2.71it/s]\nEpoch 0: |          | 9395/? [57:52<00:00,  2.71it/s]\nEpoch 0: |          | 9395/? [57:53<00:00,  2.71it/s]\nEpoch 0: |          | 9396/? [57:53<00:00,  2.71it/s]\nEpoch 0: |          | 9396/? [57:53<00:00,  2.71it/s]\nEpoch 0: |          | 9397/? [57:53<00:00,  2.71it/s]\nEpoch 0: |          | 9397/? [57:53<00:00,  2.71it/s]\nEpoch 0: |          | 9398/? [57:53<00:00,  2.71it/s]\nEpoch 0: |          | 9398/? [57:53<00:00,  2.71it/s]\nEpoch 0: |          | 9399/? [57:54<00:00,  2.71it/s]\nEpoch 0: |          | 9399/? [57:54<00:00,  2.71it/s]\nEpoch 0: |          | 9400/? [57:54<00:00,  2.71it/s]\nEpoch 0: |          | 9400/? [57:54<00:00,  2.71it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.58it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.14it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.86it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.81it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 9400/? [57:54<00:00,  2.71it/s]\nEpoch 0: |          | 9401/? [57:54<00:00,  2.71it/s]\nEpoch 0: |          | 9401/? [57:54<00:00,  2.71it/s]\nEpoch 0: |          | 9402/? [57:55<00:00,  2.71it/s]\nEpoch 0: |          | 9402/? [57:55<00:00,  2.71it/s]\nEpoch 0: |          | 9403/? [57:55<00:00,  2.71it/s]\nEpoch 0: |          | 9403/? [57:55<00:00,  2.71it/s]\nEpoch 0: |          | 9404/? [57:55<00:00,  2.71it/s]\nEpoch 0: |          | 9404/? [57:55<00:00,  2.71it/s]\nEpoch 0: |          | 9405/? [57:55<00:00,  2.71it/s]\nEpoch 0: |          | 9405/? [57:55<00:00,  2.71it/s]\nEpoch 0: |          | 9406/? [57:56<00:00,  2.71it/s]\nEpoch 0: |          | 9406/? [57:56<00:00,  2.71it/s]\nEpoch 0: |          | 9407/? [57:56<00:00,  2.71it/s]\nEpoch 0: |          | 9407/? [57:56<00:00,  2.71it/s]\nEpoch 0: |          | 9408/? [57:56<00:00,  2.71it/s]\nEpoch 0: |          | 9408/? [57:56<00:00,  2.71it/s]\nEpoch 0: |          | 9409/? [57:57<00:00,  2.71it/s]\nEpoch 0: |          | 9409/? [57:57<00:00,  2.71it/s]\nEpoch 0: |          | 9410/? [57:57<00:00,  2.71it/s]\nEpoch 0: |          | 9410/? [57:57<00:00,  2.71it/s]\nEpoch 0: |          | 9411/? [57:57<00:00,  2.71it/s]\nEpoch 0: |          | 9411/? [57:57<00:00,  2.71it/s]\nEpoch 0: |          | 9412/? [57:57<00:00,  2.71it/s]\nEpoch 0: |          | 9412/? [57:57<00:00,  2.71it/s]\nEpoch 0: |          | 9413/? [57:58<00:00,  2.71it/s]\nEpoch 0: |          | 9413/? [57:58<00:00,  2.71it/s]\nEpoch 0: |          | 9414/? [57:58<00:00,  2.71it/s]\nEpoch 0: |          | 9414/? [57:58<00:00,  2.71it/s]\nEpoch 0: |          | 9415/? [57:58<00:00,  2.71it/s]\nEpoch 0: |          | 9415/? [57:58<00:00,  2.71it/s]\nEpoch 0: |          | 9416/? [57:58<00:00,  2.71it/s]\nEpoch 0: |          | 9416/? [57:58<00:00,  2.71it/s]\nEpoch 0: |          | 9417/? [57:59<00:00,  2.71it/s]\nEpoch 0: |          | 9417/? [57:59<00:00,  2.71it/s]\nEpoch 0: |          | 9418/? [57:59<00:00,  2.71it/s]\nEpoch 0: |          | 9418/? [57:59<00:00,  2.71it/s]\nEpoch 0: |          | 9419/? [57:59<00:00,  2.71it/s]\nEpoch 0: |          | 9419/? [57:59<00:00,  2.71it/s]\nEpoch 0: |          | 9420/? [57:59<00:00,  2.71it/s]\nEpoch 0: |          | 9420/? [57:59<00:00,  2.71it/s]\nEpoch 0: |          | 9421/? [58:00<00:00,  2.71it/s]\nEpoch 0: |          | 9421/? [58:00<00:00,  2.71it/s]\nEpoch 0: |          | 9422/? [58:00<00:00,  2.71it/s]\nEpoch 0: |          | 9422/? [58:00<00:00,  2.71it/s]\nEpoch 0: |          | 9423/? [58:00<00:00,  2.71it/s]\nEpoch 0: |          | 9423/? [58:00<00:00,  2.71it/s]\nEpoch 0: |          | 9424/? [58:00<00:00,  2.71it/s]\nEpoch 0: |          | 9424/? [58:00<00:00,  2.71it/s]\nEpoch 0: |          | 9425/? [58:01<00:00,  2.71it/s]\nEpoch 0: |          | 9425/? [58:01<00:00,  2.71it/s]\nEpoch 0: |          | 9426/? [58:01<00:00,  2.71it/s]\nEpoch 0: |          | 9426/? [58:01<00:00,  2.71it/s]\nEpoch 0: |          | 9427/? [58:01<00:00,  2.71it/s]\nEpoch 0: |          | 9427/? [58:01<00:00,  2.71it/s]\nEpoch 0: |          | 9428/? [58:02<00:00,  2.71it/s]\nEpoch 0: |          | 9428/? [58:02<00:00,  2.71it/s]\nEpoch 0: |          | 9429/? [58:02<00:00,  2.71it/s]\nEpoch 0: |          | 9429/? [58:02<00:00,  2.71it/s]\nEpoch 0: |          | 9430/? [58:02<00:00,  2.71it/s]\nEpoch 0: |          | 9430/? [58:02<00:00,  2.71it/s]\nEpoch 0: |          | 9431/? [58:02<00:00,  2.71it/s]\nEpoch 0: |          | 9431/? [58:02<00:00,  2.71it/s]\nEpoch 0: |          | 9432/? [58:03<00:00,  2.71it/s]\nEpoch 0: |          | 9432/? [58:03<00:00,  2.71it/s]\nEpoch 0: |          | 9433/? [58:03<00:00,  2.71it/s]\nEpoch 0: |          | 9433/? [58:03<00:00,  2.71it/s]\nEpoch 0: |          | 9434/? [58:03<00:00,  2.71it/s]\nEpoch 0: |          | 9434/? [58:03<00:00,  2.71it/s]\nEpoch 0: |          | 9435/? [58:03<00:00,  2.71it/s]\nEpoch 0: |          | 9435/? [58:03<00:00,  2.71it/s]\nEpoch 0: |          | 9436/? [58:04<00:00,  2.71it/s]\nEpoch 0: |          | 9436/? [58:04<00:00,  2.71it/s]\nEpoch 0: |          | 9437/? [58:04<00:00,  2.71it/s]\nEpoch 0: |          | 9437/? [58:04<00:00,  2.71it/s]\nEpoch 0: |          | 9438/? [58:04<00:00,  2.71it/s]\nEpoch 0: |          | 9438/? [58:04<00:00,  2.71it/s]\nEpoch 0: |          | 9439/? [58:04<00:00,  2.71it/s]\nEpoch 0: |          | 9439/? [58:04<00:00,  2.71it/s]\nEpoch 0: |          | 9440/? [58:05<00:00,  2.71it/s]\nEpoch 0: |          | 9440/? [58:05<00:00,  2.71it/s]\nEpoch 0: |          | 9441/? [58:05<00:00,  2.71it/s]\nEpoch 0: |          | 9441/? [58:05<00:00,  2.71it/s]\nEpoch 0: |          | 9442/? [58:05<00:00,  2.71it/s]\nEpoch 0: |          | 9442/? [58:05<00:00,  2.71it/s]\nEpoch 0: |          | 9443/? [58:06<00:00,  2.71it/s]\nEpoch 0: |          | 9443/? [58:06<00:00,  2.71it/s]\nEpoch 0: |          | 9444/? [58:06<00:00,  2.71it/s]\nEpoch 0: |          | 9444/? [58:06<00:00,  2.71it/s]\nEpoch 0: |          | 9445/? [58:06<00:00,  2.71it/s]\nEpoch 0: |          | 9445/? [58:06<00:00,  2.71it/s]\nEpoch 0: |          | 9446/? [58:06<00:00,  2.71it/s]\nEpoch 0: |          | 9446/? [58:06<00:00,  2.71it/s]\nEpoch 0: |          | 9447/? [58:07<00:00,  2.71it/s]\nEpoch 0: |          | 9447/? [58:07<00:00,  2.71it/s]\nEpoch 0: |          | 9448/? [58:07<00:00,  2.71it/s]\nEpoch 0: |          | 9448/? [58:07<00:00,  2.71it/s]\nEpoch 0: |          | 9449/? [58:07<00:00,  2.71it/s]\nEpoch 0: |          | 9449/? [58:07<00:00,  2.71it/s]\nEpoch 0: |          | 9450/? [58:07<00:00,  2.71it/s]\nEpoch 0: |          | 9450/? [58:07<00:00,  2.71it/s]\nEpoch 0: |          | 9451/? [58:08<00:00,  2.71it/s]\nEpoch 0: |          | 9451/? [58:08<00:00,  2.71it/s]\nEpoch 0: |          | 9452/? [58:08<00:00,  2.71it/s]\nEpoch 0: |          | 9452/? [58:08<00:00,  2.71it/s]\nEpoch 0: |          | 9453/? [58:08<00:00,  2.71it/s]\nEpoch 0: |          | 9453/? [58:08<00:00,  2.71it/s]\nEpoch 0: |          | 9454/? [58:09<00:00,  2.71it/s]\nEpoch 0: |          | 9454/? [58:09<00:00,  2.71it/s]\nEpoch 0: |          | 9455/? [58:09<00:00,  2.71it/s]\nEpoch 0: |          | 9455/? [58:09<00:00,  2.71it/s]\nEpoch 0: |          | 9456/? [58:09<00:00,  2.71it/s]\nEpoch 0: |          | 9456/? [58:09<00:00,  2.71it/s]\nEpoch 0: |          | 9457/? [58:09<00:00,  2.71it/s]\nEpoch 0: |          | 9457/? [58:09<00:00,  2.71it/s]\nEpoch 0: |          | 9458/? [58:10<00:00,  2.71it/s]\nEpoch 0: |          | 9458/? [58:10<00:00,  2.71it/s]\nEpoch 0: |          | 9459/? [58:10<00:00,  2.71it/s]\nEpoch 0: |          | 9459/? [58:10<00:00,  2.71it/s]\nEpoch 0: |          | 9460/? [58:10<00:00,  2.71it/s]\nEpoch 0: |          | 9460/? [58:10<00:00,  2.71it/s]\nEpoch 0: |          | 9461/? [58:10<00:00,  2.71it/s]\nEpoch 0: |          | 9461/? [58:10<00:00,  2.71it/s]\nEpoch 0: |          | 9462/? [58:11<00:00,  2.71it/s]\nEpoch 0: |          | 9462/? [58:11<00:00,  2.71it/s]\nEpoch 0: |          | 9463/? [58:11<00:00,  2.71it/s]\nEpoch 0: |          | 9463/? [58:11<00:00,  2.71it/s]\nEpoch 0: |          | 9464/? [58:11<00:00,  2.71it/s]\nEpoch 0: |          | 9464/? [58:11<00:00,  2.71it/s]\nEpoch 0: |          | 9465/? [58:11<00:00,  2.71it/s]\nEpoch 0: |          | 9465/? [58:11<00:00,  2.71it/s]\nEpoch 0: |          | 9466/? [58:12<00:00,  2.71it/s]\nEpoch 0: |          | 9466/? [58:12<00:00,  2.71it/s]\nEpoch 0: |          | 9467/? [58:12<00:00,  2.71it/s]\nEpoch 0: |          | 9467/? [58:12<00:00,  2.71it/s]\nEpoch 0: |          | 9468/? [58:12<00:00,  2.71it/s]\nEpoch 0: |          | 9468/? [58:12<00:00,  2.71it/s]\nEpoch 0: |          | 9469/? [58:13<00:00,  2.71it/s]\nEpoch 0: |          | 9469/? [58:13<00:00,  2.71it/s]\nEpoch 0: |          | 9470/? [58:13<00:00,  2.71it/s]\nEpoch 0: |          | 9470/? [58:13<00:00,  2.71it/s]\nEpoch 0: |          | 9471/? [58:13<00:00,  2.71it/s]\nEpoch 0: |          | 9471/? [58:13<00:00,  2.71it/s]\nEpoch 0: |          | 9472/? [58:13<00:00,  2.71it/s]\nEpoch 0: |          | 9472/? [58:13<00:00,  2.71it/s]\nEpoch 0: |          | 9473/? [58:14<00:00,  2.71it/s]\nEpoch 0: |          | 9473/? [58:14<00:00,  2.71it/s]\nEpoch 0: |          | 9474/? [58:14<00:00,  2.71it/s]\nEpoch 0: |          | 9474/? [58:14<00:00,  2.71it/s]\nEpoch 0: |          | 9475/? [58:14<00:00,  2.71it/s]\nEpoch 0: |          | 9475/? [58:14<00:00,  2.71it/s]\nEpoch 0: |          | 9476/? [58:14<00:00,  2.71it/s]\nEpoch 0: |          | 9476/? [58:14<00:00,  2.71it/s]\nEpoch 0: |          | 9477/? [58:15<00:00,  2.71it/s]\nEpoch 0: |          | 9477/? [58:15<00:00,  2.71it/s]\nEpoch 0: |          | 9478/? [58:15<00:00,  2.71it/s]\nEpoch 0: |          | 9478/? [58:15<00:00,  2.71it/s]\nEpoch 0: |          | 9479/? [58:15<00:00,  2.71it/s]\nEpoch 0: |          | 9479/? [58:15<00:00,  2.71it/s]\nEpoch 0: |          | 9480/? [58:16<00:00,  2.71it/s]\nEpoch 0: |          | 9480/? [58:16<00:00,  2.71it/s]\nEpoch 0: |          | 9481/? [58:16<00:00,  2.71it/s]\nEpoch 0: |          | 9481/? [58:16<00:00,  2.71it/s]\nEpoch 0: |          | 9482/? [58:16<00:00,  2.71it/s]\nEpoch 0: |          | 9482/? [58:16<00:00,  2.71it/s]\nEpoch 0: |          | 9483/? [58:16<00:00,  2.71it/s]\nEpoch 0: |          | 9483/? [58:16<00:00,  2.71it/s]\nEpoch 0: |          | 9484/? [58:17<00:00,  2.71it/s]\nEpoch 0: |          | 9484/? [58:17<00:00,  2.71it/s]\nEpoch 0: |          | 9485/? [58:17<00:00,  2.71it/s]\nEpoch 0: |          | 9485/? [58:17<00:00,  2.71it/s]\nEpoch 0: |          | 9486/? [58:17<00:00,  2.71it/s]\nEpoch 0: |          | 9486/? [58:17<00:00,  2.71it/s]\nEpoch 0: |          | 9487/? [58:17<00:00,  2.71it/s]\nEpoch 0: |          | 9487/? [58:17<00:00,  2.71it/s]\nEpoch 0: |          | 9488/? [58:18<00:00,  2.71it/s]\nEpoch 0: |          | 9488/? [58:18<00:00,  2.71it/s]\nEpoch 0: |          | 9489/? [58:18<00:00,  2.71it/s]\nEpoch 0: |          | 9489/? [58:18<00:00,  2.71it/s]\nEpoch 0: |          | 9490/? [58:18<00:00,  2.71it/s]\nEpoch 0: |          | 9490/? [58:18<00:00,  2.71it/s]\nEpoch 0: |          | 9491/? [58:18<00:00,  2.71it/s]\nEpoch 0: |          | 9491/? [58:18<00:00,  2.71it/s]\nEpoch 0: |          | 9492/? [58:19<00:00,  2.71it/s]\nEpoch 0: |          | 9492/? [58:19<00:00,  2.71it/s]\nEpoch 0: |          | 9493/? [58:19<00:00,  2.71it/s]\nEpoch 0: |          | 9493/? [58:19<00:00,  2.71it/s]\nEpoch 0: |          | 9494/? [58:19<00:00,  2.71it/s]\nEpoch 0: |          | 9494/? [58:19<00:00,  2.71it/s]\nEpoch 0: |          | 9495/? [58:20<00:00,  2.71it/s]\nEpoch 0: |          | 9495/? [58:20<00:00,  2.71it/s]\nEpoch 0: |          | 9496/? [58:20<00:00,  2.71it/s]\nEpoch 0: |          | 9496/? [58:20<00:00,  2.71it/s]\nEpoch 0: |          | 9497/? [58:20<00:00,  2.71it/s]\nEpoch 0: |          | 9497/? [58:20<00:00,  2.71it/s]\nEpoch 0: |          | 9498/? [58:20<00:00,  2.71it/s]\nEpoch 0: |          | 9498/? [58:20<00:00,  2.71it/s]\nEpoch 0: |          | 9499/? [58:21<00:00,  2.71it/s]\nEpoch 0: |          | 9499/? [58:21<00:00,  2.71it/s]\nEpoch 0: |          | 9500/? [58:21<00:00,  2.71it/s]\nEpoch 0: |          | 9500/? [58:21<00:00,  2.71it/s]\nEpoch 0: |          | 9501/? [58:21<00:00,  2.71it/s]\nEpoch 0: |          | 9501/? [58:21<00:00,  2.71it/s]\nEpoch 0: |          | 9502/? [58:21<00:00,  2.71it/s]\nEpoch 0: |          | 9502/? [58:21<00:00,  2.71it/s]\nEpoch 0: |          | 9503/? [58:22<00:00,  2.71it/s]\nEpoch 0: |          | 9503/? [58:22<00:00,  2.71it/s]\nEpoch 0: |          | 9504/? [58:22<00:00,  2.71it/s]\nEpoch 0: |          | 9504/? [58:22<00:00,  2.71it/s]\nEpoch 0: |          | 9505/? [58:22<00:00,  2.71it/s]\nEpoch 0: |          | 9505/? [58:22<00:00,  2.71it/s]\nEpoch 0: |          | 9506/? [58:23<00:00,  2.71it/s]\nEpoch 0: |          | 9506/? [58:23<00:00,  2.71it/s]\nEpoch 0: |          | 9507/? [58:23<00:00,  2.71it/s]\nEpoch 0: |          | 9507/? [58:23<00:00,  2.71it/s]\nEpoch 0: |          | 9508/? [58:23<00:00,  2.71it/s]\nEpoch 0: |          | 9508/? [58:23<00:00,  2.71it/s]\nEpoch 0: |          | 9509/? [58:23<00:00,  2.71it/s]\nEpoch 0: |          | 9509/? [58:23<00:00,  2.71it/s]\nEpoch 0: |          | 9510/? [58:24<00:00,  2.71it/s]\nEpoch 0: |          | 9510/? [58:24<00:00,  2.71it/s]\nEpoch 0: |          | 9511/? [58:24<00:00,  2.71it/s]\nEpoch 0: |          | 9511/? [58:24<00:00,  2.71it/s]\nEpoch 0: |          | 9512/? [58:24<00:00,  2.71it/s]\nEpoch 0: |          | 9512/? [58:24<00:00,  2.71it/s]\nEpoch 0: |          | 9513/? [58:24<00:00,  2.71it/s]\nEpoch 0: |          | 9513/? [58:24<00:00,  2.71it/s]\nEpoch 0: |          | 9514/? [58:25<00:00,  2.71it/s]\nEpoch 0: |          | 9514/? [58:25<00:00,  2.71it/s]\nEpoch 0: |          | 9515/? [58:25<00:00,  2.71it/s]\nEpoch 0: |          | 9515/? [58:25<00:00,  2.71it/s]\nEpoch 0: |          | 9516/? [58:25<00:00,  2.71it/s]\nEpoch 0: |          | 9516/? [58:25<00:00,  2.71it/s]\nEpoch 0: |          | 9517/? [58:25<00:00,  2.71it/s]\nEpoch 0: |          | 9517/? [58:25<00:00,  2.71it/s]\nEpoch 0: |          | 9518/? [58:26<00:00,  2.71it/s]\nEpoch 0: |          | 9518/? [58:26<00:00,  2.71it/s]\nEpoch 0: |          | 9519/? [58:26<00:00,  2.71it/s]\nEpoch 0: |          | 9519/? [58:26<00:00,  2.71it/s]\nEpoch 0: |          | 9520/? [58:26<00:00,  2.71it/s]\nEpoch 0: |          | 9520/? [58:26<00:00,  2.71it/s]\nEpoch 0: |          | 9521/? [58:27<00:00,  2.71it/s]\nEpoch 0: |          | 9521/? [58:27<00:00,  2.71it/s]\nEpoch 0: |          | 9522/? [58:27<00:00,  2.71it/s]\nEpoch 0: |          | 9522/? [58:27<00:00,  2.71it/s]\nEpoch 0: |          | 9523/? [58:27<00:00,  2.71it/s]\nEpoch 0: |          | 9523/? [58:27<00:00,  2.71it/s]\nEpoch 0: |          | 9524/? [58:27<00:00,  2.72it/s]\nEpoch 0: |          | 9524/? [58:27<00:00,  2.72it/s]\nEpoch 0: |          | 9525/? [58:28<00:00,  2.72it/s]\nEpoch 0: |          | 9525/? [58:28<00:00,  2.72it/s]\nEpoch 0: |          | 9526/? [58:28<00:00,  2.72it/s]\nEpoch 0: |          | 9526/? [58:28<00:00,  2.72it/s]\nEpoch 0: |          | 9527/? [58:28<00:00,  2.72it/s]\nEpoch 0: |          | 9527/? [58:28<00:00,  2.72it/s]\nEpoch 0: |          | 9528/? [58:28<00:00,  2.72it/s]\nEpoch 0: |          | 9528/? [58:28<00:00,  2.72it/s]\nEpoch 0: |          | 9529/? [58:29<00:00,  2.72it/s]\nEpoch 0: |          | 9529/? [58:29<00:00,  2.72it/s]\nEpoch 0: |          | 9530/? [58:29<00:00,  2.72it/s]\nEpoch 0: |          | 9530/? [58:29<00:00,  2.72it/s]\nEpoch 0: |          | 9531/? [58:29<00:00,  2.72it/s]\nEpoch 0: |          | 9531/? [58:29<00:00,  2.72it/s]\nEpoch 0: |          | 9532/? [58:29<00:00,  2.72it/s]\nEpoch 0: |          | 9532/? [58:29<00:00,  2.72it/s]\nEpoch 0: |          | 9533/? [58:30<00:00,  2.72it/s]\nEpoch 0: |          | 9533/? [58:30<00:00,  2.72it/s]\nEpoch 0: |          | 9534/? [58:30<00:00,  2.72it/s]\nEpoch 0: |          | 9534/? [58:30<00:00,  2.72it/s]\nEpoch 0: |          | 9535/? [58:30<00:00,  2.72it/s]\nEpoch 0: |          | 9535/? [58:30<00:00,  2.72it/s]\nEpoch 0: |          | 9536/? [58:31<00:00,  2.72it/s]\nEpoch 0: |          | 9536/? [58:31<00:00,  2.72it/s]\nEpoch 0: |          | 9537/? [58:31<00:00,  2.72it/s]\nEpoch 0: |          | 9537/? [58:31<00:00,  2.72it/s]\nEpoch 0: |          | 9538/? [58:31<00:00,  2.72it/s]\nEpoch 0: |          | 9538/? [58:31<00:00,  2.72it/s]\nEpoch 0: |          | 9539/? [58:31<00:00,  2.72it/s]\nEpoch 0: |          | 9539/? [58:31<00:00,  2.72it/s]\nEpoch 0: |          | 9540/? [58:32<00:00,  2.72it/s]\nEpoch 0: |          | 9540/? [58:32<00:00,  2.72it/s]\nEpoch 0: |          | 9541/? [58:32<00:00,  2.72it/s]\nEpoch 0: |          | 9541/? [58:32<00:00,  2.72it/s]\nEpoch 0: |          | 9542/? [58:32<00:00,  2.72it/s]\nEpoch 0: |          | 9542/? [58:32<00:00,  2.72it/s]\nEpoch 0: |          | 9543/? [58:32<00:00,  2.72it/s]\nEpoch 0: |          | 9543/? [58:32<00:00,  2.72it/s]\nEpoch 0: |          | 9544/? [58:33<00:00,  2.72it/s]\nEpoch 0: |          | 9544/? [58:33<00:00,  2.72it/s]\nEpoch 0: |          | 9545/? [58:33<00:00,  2.72it/s]\nEpoch 0: |          | 9545/? [58:33<00:00,  2.72it/s]\nEpoch 0: |          | 9546/? [58:33<00:00,  2.72it/s]\nEpoch 0: |          | 9546/? [58:33<00:00,  2.72it/s]\nEpoch 0: |          | 9547/? [58:33<00:00,  2.72it/s]\nEpoch 0: |          | 9547/? [58:33<00:00,  2.72it/s]\nEpoch 0: |          | 9548/? [58:34<00:00,  2.72it/s]\nEpoch 0: |          | 9548/? [58:34<00:00,  2.72it/s]\nEpoch 0: |          | 9549/? [58:34<00:00,  2.72it/s]\nEpoch 0: |          | 9549/? [58:34<00:00,  2.72it/s]\nEpoch 0: |          | 9550/? [58:34<00:00,  2.72it/s]\nEpoch 0: |          | 9550/? [58:34<00:00,  2.72it/s]\nEpoch 0: |          | 9551/? [58:34<00:00,  2.72it/s]\nEpoch 0: |          | 9551/? [58:34<00:00,  2.72it/s]\nEpoch 0: |          | 9552/? [58:35<00:00,  2.72it/s]\nEpoch 0: |          | 9552/? [58:35<00:00,  2.72it/s]\nEpoch 0: |          | 9553/? [58:35<00:00,  2.72it/s]\nEpoch 0: |          | 9553/? [58:35<00:00,  2.72it/s]\nEpoch 0: |          | 9554/? [58:35<00:00,  2.72it/s]\nEpoch 0: |          | 9554/? [58:35<00:00,  2.72it/s]\nEpoch 0: |          | 9555/? [58:36<00:00,  2.72it/s]\nEpoch 0: |          | 9555/? [58:36<00:00,  2.72it/s]\nEpoch 0: |          | 9556/? [58:36<00:00,  2.72it/s]\nEpoch 0: |          | 9556/? [58:36<00:00,  2.72it/s]\nEpoch 0: |          | 9557/? [58:36<00:00,  2.72it/s]\nEpoch 0: |          | 9557/? [58:36<00:00,  2.72it/s]\nEpoch 0: |          | 9558/? [58:36<00:00,  2.72it/s]\nEpoch 0: |          | 9558/? [58:36<00:00,  2.72it/s]\nEpoch 0: |          | 9559/? [58:37<00:00,  2.72it/s]\nEpoch 0: |          | 9559/? [58:37<00:00,  2.72it/s]\nEpoch 0: |          | 9560/? [58:37<00:00,  2.72it/s]\nEpoch 0: |          | 9560/? [58:37<00:00,  2.72it/s]\nEpoch 0: |          | 9561/? [58:37<00:00,  2.72it/s]\nEpoch 0: |          | 9561/? [58:37<00:00,  2.72it/s]\nEpoch 0: |          | 9562/? [58:37<00:00,  2.72it/s]\nEpoch 0: |          | 9562/? [58:37<00:00,  2.72it/s]\nEpoch 0: |          | 9563/? [58:38<00:00,  2.72it/s]\nEpoch 0: |          | 9563/? [58:38<00:00,  2.72it/s]\nEpoch 0: |          | 9564/? [58:38<00:00,  2.72it/s]\nEpoch 0: |          | 9564/? [58:38<00:00,  2.72it/s]\nEpoch 0: |          | 9565/? [58:38<00:00,  2.72it/s]\nEpoch 0: |          | 9565/? [58:38<00:00,  2.72it/s]\nEpoch 0: |          | 9566/? [58:38<00:00,  2.72it/s]\nEpoch 0: |          | 9566/? [58:38<00:00,  2.72it/s]\nEpoch 0: |          | 9567/? [58:39<00:00,  2.72it/s]\nEpoch 0: |          | 9567/? [58:39<00:00,  2.72it/s]\nEpoch 0: |          | 9568/? [58:39<00:00,  2.72it/s]\nEpoch 0: |          | 9568/? [58:39<00:00,  2.72it/s]\nEpoch 0: |          | 9569/? [58:39<00:00,  2.72it/s]\nEpoch 0: |          | 9569/? [58:39<00:00,  2.72it/s]\nEpoch 0: |          | 9570/? [58:40<00:00,  2.72it/s]\nEpoch 0: |          | 9570/? [58:40<00:00,  2.72it/s]\nEpoch 0: |          | 9571/? [58:40<00:00,  2.72it/s]\nEpoch 0: |          | 9571/? [58:40<00:00,  2.72it/s]\nEpoch 0: |          | 9572/? [58:40<00:00,  2.72it/s]\nEpoch 0: |          | 9572/? [58:40<00:00,  2.72it/s]\nEpoch 0: |          | 9573/? [58:40<00:00,  2.72it/s]\nEpoch 0: |          | 9573/? [58:40<00:00,  2.72it/s]\nEpoch 0: |          | 9574/? [58:41<00:00,  2.72it/s]\nEpoch 0: |          | 9574/? [58:41<00:00,  2.72it/s]\nEpoch 0: |          | 9575/? [58:41<00:00,  2.72it/s]\nEpoch 0: |          | 9575/? [58:41<00:00,  2.72it/s]\nEpoch 0: |          | 9576/? [58:41<00:00,  2.72it/s]\nEpoch 0: |          | 9576/? [58:41<00:00,  2.72it/s]\nEpoch 0: |          | 9577/? [58:41<00:00,  2.72it/s]\nEpoch 0: |          | 9577/? [58:41<00:00,  2.72it/s]\nEpoch 0: |          | 9578/? [58:42<00:00,  2.72it/s]\nEpoch 0: |          | 9578/? [58:42<00:00,  2.72it/s]\nEpoch 0: |          | 9579/? [58:42<00:00,  2.72it/s]\nEpoch 0: |          | 9579/? [58:42<00:00,  2.72it/s]\nEpoch 0: |          | 9580/? [58:42<00:00,  2.72it/s]\nEpoch 0: |          | 9580/? [58:42<00:00,  2.72it/s]\nEpoch 0: |          | 9581/? [58:42<00:00,  2.72it/s]\nEpoch 0: |          | 9581/? [58:42<00:00,  2.72it/s]\nEpoch 0: |          | 9582/? [58:43<00:00,  2.72it/s]\nEpoch 0: |          | 9582/? [58:43<00:00,  2.72it/s]\nEpoch 0: |          | 9583/? [58:43<00:00,  2.72it/s]\nEpoch 0: |          | 9583/? [58:43<00:00,  2.72it/s]\nEpoch 0: |          | 9584/? [58:43<00:00,  2.72it/s]\nEpoch 0: |          | 9584/? [58:43<00:00,  2.72it/s]\nEpoch 0: |          | 9585/? [58:44<00:00,  2.72it/s]\nEpoch 0: |          | 9585/? [58:44<00:00,  2.72it/s]\nEpoch 0: |          | 9586/? [58:44<00:00,  2.72it/s]\nEpoch 0: |          | 9586/? [58:44<00:00,  2.72it/s]\nEpoch 0: |          | 9587/? [58:44<00:00,  2.72it/s]\nEpoch 0: |          | 9587/? [58:44<00:00,  2.72it/s]\nEpoch 0: |          | 9588/? [58:44<00:00,  2.72it/s]\nEpoch 0: |          | 9588/? [58:44<00:00,  2.72it/s]\nEpoch 0: |          | 9589/? [58:45<00:00,  2.72it/s]\nEpoch 0: |          | 9589/? [58:45<00:00,  2.72it/s]\nEpoch 0: |          | 9590/? [58:45<00:00,  2.72it/s]\nEpoch 0: |          | 9590/? [58:45<00:00,  2.72it/s]\nEpoch 0: |          | 9591/? [58:45<00:00,  2.72it/s]\nEpoch 0: |          | 9591/? [58:45<00:00,  2.72it/s]\nEpoch 0: |          | 9592/? [58:45<00:00,  2.72it/s]\nEpoch 0: |          | 9592/? [58:45<00:00,  2.72it/s]\nEpoch 0: |          | 9593/? [58:46<00:00,  2.72it/s]\nEpoch 0: |          | 9593/? [58:46<00:00,  2.72it/s]\nEpoch 0: |          | 9594/? [58:46<00:00,  2.72it/s]\nEpoch 0: |          | 9594/? [58:46<00:00,  2.72it/s]\nEpoch 0: |          | 9595/? [58:46<00:00,  2.72it/s]\nEpoch 0: |          | 9595/? [58:46<00:00,  2.72it/s]\nEpoch 0: |          | 9596/? [58:46<00:00,  2.72it/s]\nEpoch 0: |          | 9596/? [58:46<00:00,  2.72it/s]\nEpoch 0: |          | 9597/? [58:47<00:00,  2.72it/s]\nEpoch 0: |          | 9597/? [58:47<00:00,  2.72it/s]\nEpoch 0: |          | 9598/? [58:47<00:00,  2.72it/s]\nEpoch 0: |          | 9598/? [58:47<00:00,  2.72it/s]\nEpoch 0: |          | 9599/? [58:47<00:00,  2.72it/s]\nEpoch 0: |          | 9599/? [58:47<00:00,  2.72it/s]\nEpoch 0: |          | 9600/? [58:48<00:00,  2.72it/s]\nEpoch 0: |          | 9600/? [58:48<00:00,  2.72it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.98it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 16.01it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.67it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.88it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 9600/? [58:48<00:00,  2.72it/s]\nEpoch 0: |          | 9601/? [58:48<00:00,  2.72it/s]\nEpoch 0: |          | 9601/? [58:48<00:00,  2.72it/s]\nEpoch 0: |          | 9602/? [58:48<00:00,  2.72it/s]\nEpoch 0: |          | 9602/? [58:48<00:00,  2.72it/s]\nEpoch 0: |          | 9603/? [58:49<00:00,  2.72it/s]\nEpoch 0: |          | 9603/? [58:49<00:00,  2.72it/s]\nEpoch 0: |          | 9604/? [58:49<00:00,  2.72it/s]\nEpoch 0: |          | 9604/? [58:49<00:00,  2.72it/s]\nEpoch 0: |          | 9605/? [58:49<00:00,  2.72it/s]\nEpoch 0: |          | 9605/? [58:49<00:00,  2.72it/s]\nEpoch 0: |          | 9606/? [58:49<00:00,  2.72it/s]\nEpoch 0: |          | 9606/? [58:49<00:00,  2.72it/s]\nEpoch 0: |          | 9607/? [58:50<00:00,  2.72it/s]\nEpoch 0: |          | 9607/? [58:50<00:00,  2.72it/s]\nEpoch 0: |          | 9608/? [58:50<00:00,  2.72it/s]\nEpoch 0: |          | 9608/? [58:50<00:00,  2.72it/s]\nEpoch 0: |          | 9609/? [58:50<00:00,  2.72it/s]\nEpoch 0: |          | 9609/? [58:50<00:00,  2.72it/s]\nEpoch 0: |          | 9610/? [58:50<00:00,  2.72it/s]\nEpoch 0: |          | 9610/? [58:50<00:00,  2.72it/s]\nEpoch 0: |          | 9611/? [58:51<00:00,  2.72it/s]\nEpoch 0: |          | 9611/? [58:51<00:00,  2.72it/s]\nEpoch 0: |          | 9612/? [58:51<00:00,  2.72it/s]\nEpoch 0: |          | 9612/? [58:51<00:00,  2.72it/s]\nEpoch 0: |          | 9613/? [58:51<00:00,  2.72it/s]\nEpoch 0: |          | 9613/? [58:51<00:00,  2.72it/s]\nEpoch 0: |          | 9614/? [58:52<00:00,  2.72it/s]\nEpoch 0: |          | 9614/? [58:52<00:00,  2.72it/s]\nEpoch 0: |          | 9615/? [58:52<00:00,  2.72it/s]\nEpoch 0: |          | 9615/? [58:52<00:00,  2.72it/s]\nEpoch 0: |          | 9616/? [58:52<00:00,  2.72it/s]\nEpoch 0: |          | 9616/? [58:52<00:00,  2.72it/s]\nEpoch 0: |          | 9617/? [58:52<00:00,  2.72it/s]\nEpoch 0: |          | 9617/? [58:52<00:00,  2.72it/s]\nEpoch 0: |          | 9618/? [58:53<00:00,  2.72it/s]\nEpoch 0: |          | 9618/? [58:53<00:00,  2.72it/s]\nEpoch 0: |          | 9619/? [58:53<00:00,  2.72it/s]\nEpoch 0: |          | 9619/? [58:53<00:00,  2.72it/s]\nEpoch 0: |          | 9620/? [58:53<00:00,  2.72it/s]\nEpoch 0: |          | 9620/? [58:53<00:00,  2.72it/s]\nEpoch 0: |          | 9621/? [58:53<00:00,  2.72it/s]\nEpoch 0: |          | 9621/? [58:53<00:00,  2.72it/s]\nEpoch 0: |          | 9622/? [58:54<00:00,  2.72it/s]\nEpoch 0: |          | 9622/? [58:54<00:00,  2.72it/s]\nEpoch 0: |          | 9623/? [58:54<00:00,  2.72it/s]\nEpoch 0: |          | 9623/? [58:54<00:00,  2.72it/s]\nEpoch 0: |          | 9624/? [58:54<00:00,  2.72it/s]\nEpoch 0: |          | 9624/? [58:54<00:00,  2.72it/s]\nEpoch 0: |          | 9625/? [58:54<00:00,  2.72it/s]\nEpoch 0: |          | 9625/? [58:54<00:00,  2.72it/s]\nEpoch 0: |          | 9626/? [58:55<00:00,  2.72it/s]\nEpoch 0: |          | 9626/? [58:55<00:00,  2.72it/s]\nEpoch 0: |          | 9627/? [58:55<00:00,  2.72it/s]\nEpoch 0: |          | 9627/? [58:55<00:00,  2.72it/s]\nEpoch 0: |          | 9628/? [58:55<00:00,  2.72it/s]\nEpoch 0: |          | 9628/? [58:55<00:00,  2.72it/s]\nEpoch 0: |          | 9629/? [58:55<00:00,  2.72it/s]\nEpoch 0: |          | 9629/? [58:55<00:00,  2.72it/s]\nEpoch 0: |          | 9630/? [58:56<00:00,  2.72it/s]\nEpoch 0: |          | 9630/? [58:56<00:00,  2.72it/s]\nEpoch 0: |          | 9631/? [58:56<00:00,  2.72it/s]\nEpoch 0: |          | 9631/? [58:56<00:00,  2.72it/s]\nEpoch 0: |          | 9632/? [58:56<00:00,  2.72it/s]\nEpoch 0: |          | 9632/? [58:56<00:00,  2.72it/s]\nEpoch 0: |          | 9633/? [58:57<00:00,  2.72it/s]\nEpoch 0: |          | 9633/? [58:57<00:00,  2.72it/s]\nEpoch 0: |          | 9634/? [58:57<00:00,  2.72it/s]\nEpoch 0: |          | 9634/? [58:57<00:00,  2.72it/s]\nEpoch 0: |          | 9635/? [58:57<00:00,  2.72it/s]\nEpoch 0: |          | 9635/? [58:57<00:00,  2.72it/s]\nEpoch 0: |          | 9636/? [58:57<00:00,  2.72it/s]\nEpoch 0: |          | 9636/? [58:57<00:00,  2.72it/s]\nEpoch 0: |          | 9637/? [58:58<00:00,  2.72it/s]\nEpoch 0: |          | 9637/? [58:58<00:00,  2.72it/s]\nEpoch 0: |          | 9638/? [58:58<00:00,  2.72it/s]\nEpoch 0: |          | 9638/? [58:58<00:00,  2.72it/s]\nEpoch 0: |          | 9639/? [58:58<00:00,  2.72it/s]\nEpoch 0: |          | 9639/? [58:58<00:00,  2.72it/s]\nEpoch 0: |          | 9640/? [58:58<00:00,  2.72it/s]\nEpoch 0: |          | 9640/? [58:58<00:00,  2.72it/s]\nEpoch 0: |          | 9641/? [58:59<00:00,  2.72it/s]\nEpoch 0: |          | 9641/? [58:59<00:00,  2.72it/s]\nEpoch 0: |          | 9642/? [58:59<00:00,  2.72it/s]\nEpoch 0: |          | 9642/? [58:59<00:00,  2.72it/s]\nEpoch 0: |          | 9643/? [58:59<00:00,  2.72it/s]\nEpoch 0: |          | 9643/? [58:59<00:00,  2.72it/s]\nEpoch 0: |          | 9644/? [58:59<00:00,  2.72it/s]\nEpoch 0: |          | 9644/? [58:59<00:00,  2.72it/s]\nEpoch 0: |          | 9645/? [59:00<00:00,  2.72it/s]\nEpoch 0: |          | 9645/? [59:00<00:00,  2.72it/s]\nEpoch 0: |          | 9646/? [59:00<00:00,  2.72it/s]\nEpoch 0: |          | 9646/? [59:00<00:00,  2.72it/s]\nEpoch 0: |          | 9647/? [59:00<00:00,  2.72it/s]\nEpoch 0: |          | 9647/? [59:00<00:00,  2.72it/s]\nEpoch 0: |          | 9648/? [59:01<00:00,  2.72it/s]\nEpoch 0: |          | 9648/? [59:01<00:00,  2.72it/s]\nEpoch 0: |          | 9649/? [59:01<00:00,  2.72it/s]\nEpoch 0: |          | 9649/? [59:01<00:00,  2.72it/s]\nEpoch 0: |          | 9650/? [59:01<00:00,  2.72it/s]\nEpoch 0: |          | 9650/? [59:01<00:00,  2.72it/s]\nEpoch 0: |          | 9651/? [59:01<00:00,  2.72it/s]\nEpoch 0: |          | 9651/? [59:01<00:00,  2.72it/s]\nEpoch 0: |          | 9652/? [59:02<00:00,  2.72it/s]\nEpoch 0: |          | 9652/? [59:02<00:00,  2.72it/s]\nEpoch 0: |          | 9653/? [59:02<00:00,  2.73it/s]\nEpoch 0: |          | 9653/? [59:02<00:00,  2.73it/s]\nEpoch 0: |          | 9654/? [59:02<00:00,  2.73it/s]\nEpoch 0: |          | 9654/? [59:02<00:00,  2.73it/s]\nEpoch 0: |          | 9655/? [59:02<00:00,  2.73it/s]\nEpoch 0: |          | 9655/? [59:02<00:00,  2.73it/s]\nEpoch 0: |          | 9656/? [59:03<00:00,  2.73it/s]\nEpoch 0: |          | 9656/? [59:03<00:00,  2.73it/s]\nEpoch 0: |          | 9657/? [59:03<00:00,  2.73it/s]\nEpoch 0: |          | 9657/? [59:03<00:00,  2.73it/s]\nEpoch 0: |          | 9658/? [59:03<00:00,  2.73it/s]\nEpoch 0: |          | 9658/? [59:03<00:00,  2.73it/s]\nEpoch 0: |          | 9659/? [59:03<00:00,  2.73it/s]\nEpoch 0: |          | 9659/? [59:03<00:00,  2.73it/s]\nEpoch 0: |          | 9660/? [59:04<00:00,  2.73it/s]\nEpoch 0: |          | 9660/? [59:04<00:00,  2.73it/s]\nEpoch 0: |          | 9661/? [59:04<00:00,  2.73it/s]\nEpoch 0: |          | 9661/? [59:04<00:00,  2.73it/s]\nEpoch 0: |          | 9662/? [59:04<00:00,  2.73it/s]\nEpoch 0: |          | 9662/? [59:04<00:00,  2.73it/s]\nEpoch 0: |          | 9663/? [59:05<00:00,  2.73it/s]\nEpoch 0: |          | 9663/? [59:05<00:00,  2.73it/s]\nEpoch 0: |          | 9664/? [59:05<00:00,  2.73it/s]\nEpoch 0: |          | 9664/? [59:05<00:00,  2.73it/s]\nEpoch 0: |          | 9665/? [59:05<00:00,  2.73it/s]\nEpoch 0: |          | 9665/? [59:05<00:00,  2.73it/s]\nEpoch 0: |          | 9666/? [59:05<00:00,  2.73it/s]\nEpoch 0: |          | 9666/? [59:05<00:00,  2.73it/s]\nEpoch 0: |          | 9667/? [59:06<00:00,  2.73it/s]\nEpoch 0: |          | 9667/? [59:06<00:00,  2.73it/s]\nEpoch 0: |          | 9668/? [59:06<00:00,  2.73it/s]\nEpoch 0: |          | 9668/? [59:06<00:00,  2.73it/s]\nEpoch 0: |          | 9669/? [59:06<00:00,  2.73it/s]\nEpoch 0: |          | 9669/? [59:06<00:00,  2.73it/s]\nEpoch 0: |          | 9670/? [59:06<00:00,  2.73it/s]\nEpoch 0: |          | 9670/? [59:06<00:00,  2.73it/s]\nEpoch 0: |          | 9671/? [59:07<00:00,  2.73it/s]\nEpoch 0: |          | 9671/? [59:07<00:00,  2.73it/s]\nEpoch 0: |          | 9672/? [59:07<00:00,  2.73it/s]\nEpoch 0: |          | 9672/? [59:07<00:00,  2.73it/s]\nEpoch 0: |          | 9673/? [59:07<00:00,  2.73it/s]\nEpoch 0: |          | 9673/? [59:07<00:00,  2.73it/s]\nEpoch 0: |          | 9674/? [59:07<00:00,  2.73it/s]\nEpoch 0: |          | 9674/? [59:07<00:00,  2.73it/s]\nEpoch 0: |          | 9675/? [59:08<00:00,  2.73it/s]\nEpoch 0: |          | 9675/? [59:08<00:00,  2.73it/s]\nEpoch 0: |          | 9676/? [59:08<00:00,  2.73it/s]\nEpoch 0: |          | 9676/? [59:08<00:00,  2.73it/s]\nEpoch 0: |          | 9677/? [59:08<00:00,  2.73it/s]\nEpoch 0: |          | 9677/? [59:08<00:00,  2.73it/s]\nEpoch 0: |          | 9678/? [59:08<00:00,  2.73it/s]\nEpoch 0: |          | 9678/? [59:08<00:00,  2.73it/s]\nEpoch 0: |          | 9679/? [59:09<00:00,  2.73it/s]\nEpoch 0: |          | 9679/? [59:09<00:00,  2.73it/s]\nEpoch 0: |          | 9680/? [59:09<00:00,  2.73it/s]\nEpoch 0: |          | 9680/? [59:09<00:00,  2.73it/s]\nEpoch 0: |          | 9681/? [59:09<00:00,  2.73it/s]\nEpoch 0: |          | 9681/? [59:09<00:00,  2.73it/s]\nEpoch 0: |          | 9682/? [59:10<00:00,  2.73it/s]\nEpoch 0: |          | 9682/? [59:10<00:00,  2.73it/s]\nEpoch 0: |          | 9683/? [59:10<00:00,  2.73it/s]\nEpoch 0: |          | 9683/? [59:10<00:00,  2.73it/s]\nEpoch 0: |          | 9684/? [59:10<00:00,  2.73it/s]\nEpoch 0: |          | 9684/? [59:10<00:00,  2.73it/s]\nEpoch 0: |          | 9685/? [59:10<00:00,  2.73it/s]\nEpoch 0: |          | 9685/? [59:10<00:00,  2.73it/s]\nEpoch 0: |          | 9686/? [59:11<00:00,  2.73it/s]\nEpoch 0: |          | 9686/? [59:11<00:00,  2.73it/s]\nEpoch 0: |          | 9687/? [59:11<00:00,  2.73it/s]\nEpoch 0: |          | 9687/? [59:11<00:00,  2.73it/s]\nEpoch 0: |          | 9688/? [59:11<00:00,  2.73it/s]\nEpoch 0: |          | 9688/? [59:11<00:00,  2.73it/s]\nEpoch 0: |          | 9689/? [59:11<00:00,  2.73it/s]\nEpoch 0: |          | 9689/? [59:11<00:00,  2.73it/s]\nEpoch 0: |          | 9690/? [59:12<00:00,  2.73it/s]\nEpoch 0: |          | 9690/? [59:12<00:00,  2.73it/s]\nEpoch 0: |          | 9691/? [59:12<00:00,  2.73it/s]\nEpoch 0: |          | 9691/? [59:12<00:00,  2.73it/s]\nEpoch 0: |          | 9692/? [59:12<00:00,  2.73it/s]\nEpoch 0: |          | 9692/? [59:12<00:00,  2.73it/s]\nEpoch 0: |          | 9693/? [59:13<00:00,  2.73it/s]\nEpoch 0: |          | 9693/? [59:13<00:00,  2.73it/s]\nEpoch 0: |          | 9694/? [59:13<00:00,  2.73it/s]\nEpoch 0: |          | 9694/? [59:13<00:00,  2.73it/s]\nEpoch 0: |          | 9695/? [59:13<00:00,  2.73it/s]\nEpoch 0: |          | 9695/? [59:13<00:00,  2.73it/s]\nEpoch 0: |          | 9696/? [59:13<00:00,  2.73it/s]\nEpoch 0: |          | 9696/? [59:13<00:00,  2.73it/s]\nEpoch 0: |          | 9697/? [59:14<00:00,  2.73it/s]\nEpoch 0: |          | 9697/? [59:14<00:00,  2.73it/s]\nEpoch 0: |          | 9698/? [59:14<00:00,  2.73it/s]\nEpoch 0: |          | 9698/? [59:14<00:00,  2.73it/s]\nEpoch 0: |          | 9699/? [59:14<00:00,  2.73it/s]\nEpoch 0: |          | 9699/? [59:14<00:00,  2.73it/s]\nEpoch 0: |          | 9700/? [59:14<00:00,  2.73it/s]\nEpoch 0: |          | 9700/? [59:14<00:00,  2.73it/s]\nEpoch 0: |          | 9701/? [59:15<00:00,  2.73it/s]\nEpoch 0: |          | 9701/? [59:15<00:00,  2.73it/s]\nEpoch 0: |          | 9702/? [59:15<00:00,  2.73it/s]\nEpoch 0: |          | 9702/? [59:15<00:00,  2.73it/s]\nEpoch 0: |          | 9703/? [59:15<00:00,  2.73it/s]\nEpoch 0: |          | 9703/? [59:15<00:00,  2.73it/s]\nEpoch 0: |          | 9704/? [59:15<00:00,  2.73it/s]\nEpoch 0: |          | 9704/? [59:15<00:00,  2.73it/s]\nEpoch 0: |          | 9705/? [59:16<00:00,  2.73it/s]\nEpoch 0: |          | 9705/? [59:16<00:00,  2.73it/s]\nEpoch 0: |          | 9706/? [59:16<00:00,  2.73it/s]\nEpoch 0: |          | 9706/? [59:16<00:00,  2.73it/s]\nEpoch 0: |          | 9707/? [59:16<00:00,  2.73it/s]\nEpoch 0: |          | 9707/? [59:16<00:00,  2.73it/s]\nEpoch 0: |          | 9708/? [59:17<00:00,  2.73it/s]\nEpoch 0: |          | 9708/? [59:17<00:00,  2.73it/s]\nEpoch 0: |          | 9709/? [59:17<00:00,  2.73it/s]\nEpoch 0: |          | 9709/? [59:17<00:00,  2.73it/s]\nEpoch 0: |          | 9710/? [59:17<00:00,  2.73it/s]\nEpoch 0: |          | 9710/? [59:17<00:00,  2.73it/s]\nEpoch 0: |          | 9711/? [59:17<00:00,  2.73it/s]\nEpoch 0: |          | 9711/? [59:17<00:00,  2.73it/s]\nEpoch 0: |          | 9712/? [59:18<00:00,  2.73it/s]\nEpoch 0: |          | 9712/? [59:18<00:00,  2.73it/s]\nEpoch 0: |          | 9713/? [59:18<00:00,  2.73it/s]\nEpoch 0: |          | 9713/? [59:18<00:00,  2.73it/s]\nEpoch 0: |          | 9714/? [59:18<00:00,  2.73it/s]\nEpoch 0: |          | 9714/? [59:18<00:00,  2.73it/s]\nEpoch 0: |          | 9715/? [59:18<00:00,  2.73it/s]\nEpoch 0: |          | 9715/? [59:18<00:00,  2.73it/s]\nEpoch 0: |          | 9716/? [59:19<00:00,  2.73it/s]\nEpoch 0: |          | 9716/? [59:19<00:00,  2.73it/s]\nEpoch 0: |          | 9717/? [59:19<00:00,  2.73it/s]\nEpoch 0: |          | 9717/? [59:19<00:00,  2.73it/s]\nEpoch 0: |          | 9718/? [59:19<00:00,  2.73it/s]\nEpoch 0: |          | 9718/? [59:19<00:00,  2.73it/s]\nEpoch 0: |          | 9719/? [59:20<00:00,  2.73it/s]\nEpoch 0: |          | 9719/? [59:20<00:00,  2.73it/s]\nEpoch 0: |          | 9720/? [59:20<00:00,  2.73it/s]\nEpoch 0: |          | 9720/? [59:20<00:00,  2.73it/s]\nEpoch 0: |          | 9721/? [59:20<00:00,  2.73it/s]\nEpoch 0: |          | 9721/? [59:20<00:00,  2.73it/s]\nEpoch 0: |          | 9722/? [59:20<00:00,  2.73it/s]\nEpoch 0: |          | 9722/? [59:20<00:00,  2.73it/s]\nEpoch 0: |          | 9723/? [59:21<00:00,  2.73it/s]\nEpoch 0: |          | 9723/? [59:21<00:00,  2.73it/s]\nEpoch 0: |          | 9724/? [59:21<00:00,  2.73it/s]\nEpoch 0: |          | 9724/? [59:21<00:00,  2.73it/s]\nEpoch 0: |          | 9725/? [59:21<00:00,  2.73it/s]\nEpoch 0: |          | 9725/? [59:21<00:00,  2.73it/s]\nEpoch 0: |          | 9726/? [59:21<00:00,  2.73it/s]\nEpoch 0: |          | 9726/? [59:21<00:00,  2.73it/s]\nEpoch 0: |          | 9727/? [59:22<00:00,  2.73it/s]\nEpoch 0: |          | 9727/? [59:22<00:00,  2.73it/s]\nEpoch 0: |          | 9728/? [59:22<00:00,  2.73it/s]\nEpoch 0: |          | 9728/? [59:22<00:00,  2.73it/s]\nEpoch 0: |          | 9729/? [59:22<00:00,  2.73it/s]\nEpoch 0: |          | 9729/? [59:22<00:00,  2.73it/s]\nEpoch 0: |          | 9730/? [59:23<00:00,  2.73it/s]\nEpoch 0: |          | 9730/? [59:23<00:00,  2.73it/s]\nEpoch 0: |          | 9731/? [59:23<00:00,  2.73it/s]\nEpoch 0: |          | 9731/? [59:23<00:00,  2.73it/s]\nEpoch 0: |          | 9732/? [59:23<00:00,  2.73it/s]\nEpoch 0: |          | 9732/? [59:23<00:00,  2.73it/s]\nEpoch 0: |          | 9733/? [59:23<00:00,  2.73it/s]\nEpoch 0: |          | 9733/? [59:23<00:00,  2.73it/s]\nEpoch 0: |          | 9734/? [59:24<00:00,  2.73it/s]\nEpoch 0: |          | 9734/? [59:24<00:00,  2.73it/s]\nEpoch 0: |          | 9735/? [59:24<00:00,  2.73it/s]\nEpoch 0: |          | 9735/? [59:24<00:00,  2.73it/s]\nEpoch 0: |          | 9736/? [59:24<00:00,  2.73it/s]\nEpoch 0: |          | 9736/? [59:24<00:00,  2.73it/s]\nEpoch 0: |          | 9737/? [59:24<00:00,  2.73it/s]\nEpoch 0: |          | 9737/? [59:24<00:00,  2.73it/s]\nEpoch 0: |          | 9738/? [59:25<00:00,  2.73it/s]\nEpoch 0: |          | 9738/? [59:25<00:00,  2.73it/s]\nEpoch 0: |          | 9739/? [59:25<00:00,  2.73it/s]\nEpoch 0: |          | 9739/? [59:25<00:00,  2.73it/s]\nEpoch 0: |          | 9740/? [59:25<00:00,  2.73it/s]\nEpoch 0: |          | 9740/? [59:25<00:00,  2.73it/s]\nEpoch 0: |          | 9741/? [59:26<00:00,  2.73it/s]\nEpoch 0: |          | 9741/? [59:26<00:00,  2.73it/s]\nEpoch 0: |          | 9742/? [59:26<00:00,  2.73it/s]\nEpoch 0: |          | 9742/? [59:26<00:00,  2.73it/s]\nEpoch 0: |          | 9743/? [59:26<00:00,  2.73it/s]\nEpoch 0: |          | 9743/? [59:26<00:00,  2.73it/s]\nEpoch 0: |          | 9744/? [59:26<00:00,  2.73it/s]\nEpoch 0: |          | 9744/? [59:26<00:00,  2.73it/s]\nEpoch 0: |          | 9745/? [59:27<00:00,  2.73it/s]\nEpoch 0: |          | 9745/? [59:27<00:00,  2.73it/s]\nEpoch 0: |          | 9746/? [59:27<00:00,  2.73it/s]\nEpoch 0: |          | 9746/? [59:27<00:00,  2.73it/s]\nEpoch 0: |          | 9747/? [59:27<00:00,  2.73it/s]\nEpoch 0: |          | 9747/? [59:27<00:00,  2.73it/s]\nEpoch 0: |          | 9748/? [59:27<00:00,  2.73it/s]\nEpoch 0: |          | 9748/? [59:27<00:00,  2.73it/s]\nEpoch 0: |          | 9749/? [59:28<00:00,  2.73it/s]\nEpoch 0: |          | 9749/? [59:28<00:00,  2.73it/s]\nEpoch 0: |          | 9750/? [59:28<00:00,  2.73it/s]\nEpoch 0: |          | 9750/? [59:28<00:00,  2.73it/s]\nEpoch 0: |          | 9751/? [59:28<00:00,  2.73it/s]\nEpoch 0: |          | 9751/? [59:28<00:00,  2.73it/s]\nEpoch 0: |          | 9752/? [59:29<00:00,  2.73it/s]\nEpoch 0: |          | 9752/? [59:29<00:00,  2.73it/s]\nEpoch 0: |          | 9753/? [59:29<00:00,  2.73it/s]\nEpoch 0: |          | 9753/? [59:29<00:00,  2.73it/s]\nEpoch 0: |          | 9754/? [59:29<00:00,  2.73it/s]\nEpoch 0: |          | 9754/? [59:29<00:00,  2.73it/s]\nEpoch 0: |          | 9755/? [59:29<00:00,  2.73it/s]\nEpoch 0: |          | 9755/? [59:29<00:00,  2.73it/s]\nEpoch 0: |          | 9756/? [59:30<00:00,  2.73it/s]\nEpoch 0: |          | 9756/? [59:30<00:00,  2.73it/s]\nEpoch 0: |          | 9757/? [59:30<00:00,  2.73it/s]\nEpoch 0: |          | 9757/? [59:30<00:00,  2.73it/s]\nEpoch 0: |          | 9758/? [59:30<00:00,  2.73it/s]\nEpoch 0: |          | 9758/? [59:30<00:00,  2.73it/s]\nEpoch 0: |          | 9759/? [59:30<00:00,  2.73it/s]\nEpoch 0: |          | 9759/? [59:30<00:00,  2.73it/s]\nEpoch 0: |          | 9760/? [59:31<00:00,  2.73it/s]\nEpoch 0: |          | 9760/? [59:31<00:00,  2.73it/s]\nEpoch 0: |          | 9761/? [59:31<00:00,  2.73it/s]\nEpoch 0: |          | 9761/? [59:31<00:00,  2.73it/s]\nEpoch 0: |          | 9762/? [59:31<00:00,  2.73it/s]\nEpoch 0: |          | 9762/? [59:31<00:00,  2.73it/s]\nEpoch 0: |          | 9763/? [59:31<00:00,  2.73it/s]\nEpoch 0: |          | 9763/? [59:31<00:00,  2.73it/s]\nEpoch 0: |          | 9764/? [59:32<00:00,  2.73it/s]\nEpoch 0: |          | 9764/? [59:32<00:00,  2.73it/s]\nEpoch 0: |          | 9765/? [59:32<00:00,  2.73it/s]\nEpoch 0: |          | 9765/? [59:32<00:00,  2.73it/s]\nEpoch 0: |          | 9766/? [59:32<00:00,  2.73it/s]\nEpoch 0: |          | 9766/? [59:32<00:00,  2.73it/s]\nEpoch 0: |          | 9767/? [59:32<00:00,  2.73it/s]\nEpoch 0: |          | 9767/? [59:32<00:00,  2.73it/s]\nEpoch 0: |          | 9768/? [59:33<00:00,  2.73it/s]\nEpoch 0: |          | 9768/? [59:33<00:00,  2.73it/s]\nEpoch 0: |          | 9769/? [59:33<00:00,  2.73it/s]\nEpoch 0: |          | 9769/? [59:33<00:00,  2.73it/s]\nEpoch 0: |          | 9770/? [59:33<00:00,  2.73it/s]\nEpoch 0: |          | 9770/? [59:33<00:00,  2.73it/s]\nEpoch 0: |          | 9771/? [59:33<00:00,  2.73it/s]\nEpoch 0: |          | 9771/? [59:33<00:00,  2.73it/s]\nEpoch 0: |          | 9772/? [59:34<00:00,  2.73it/s]\nEpoch 0: |          | 9772/? [59:34<00:00,  2.73it/s]\nEpoch 0: |          | 9773/? [59:34<00:00,  2.73it/s]\nEpoch 0: |          | 9773/? [59:34<00:00,  2.73it/s]\nEpoch 0: |          | 9774/? [59:34<00:00,  2.73it/s]\nEpoch 0: |          | 9774/? [59:34<00:00,  2.73it/s]\nEpoch 0: |          | 9775/? [59:35<00:00,  2.73it/s]\nEpoch 0: |          | 9775/? [59:35<00:00,  2.73it/s]\nEpoch 0: |          | 9776/? [59:35<00:00,  2.73it/s]\nEpoch 0: |          | 9776/? [59:35<00:00,  2.73it/s]\nEpoch 0: |          | 9777/? [59:35<00:00,  2.73it/s]\nEpoch 0: |          | 9777/? [59:35<00:00,  2.73it/s]\nEpoch 0: |          | 9778/? [59:35<00:00,  2.73it/s]\nEpoch 0: |          | 9778/? [59:35<00:00,  2.73it/s]\nEpoch 0: |          | 9779/? [59:36<00:00,  2.73it/s]\nEpoch 0: |          | 9779/? [59:36<00:00,  2.73it/s]\nEpoch 0: |          | 9780/? [59:36<00:00,  2.73it/s]\nEpoch 0: |          | 9780/? [59:36<00:00,  2.73it/s]\nEpoch 0: |          | 9781/? [59:36<00:00,  2.73it/s]\nEpoch 0: |          | 9781/? [59:36<00:00,  2.73it/s]\nEpoch 0: |          | 9782/? [59:36<00:00,  2.73it/s]\nEpoch 0: |          | 9782/? [59:36<00:00,  2.73it/s]\nEpoch 0: |          | 9783/? [59:37<00:00,  2.73it/s]\nEpoch 0: |          | 9783/? [59:37<00:00,  2.73it/s]\nEpoch 0: |          | 9784/? [59:37<00:00,  2.73it/s]\nEpoch 0: |          | 9784/? [59:37<00:00,  2.73it/s]\nEpoch 0: |          | 9785/? [59:37<00:00,  2.74it/s]\nEpoch 0: |          | 9785/? [59:37<00:00,  2.74it/s]\nEpoch 0: |          | 9786/? [59:37<00:00,  2.74it/s]\nEpoch 0: |          | 9786/? [59:37<00:00,  2.74it/s]\nEpoch 0: |          | 9787/? [59:38<00:00,  2.74it/s]\nEpoch 0: |          | 9787/? [59:38<00:00,  2.74it/s]\nEpoch 0: |          | 9788/? [59:38<00:00,  2.74it/s]\nEpoch 0: |          | 9788/? [59:38<00:00,  2.74it/s]\nEpoch 0: |          | 9789/? [59:38<00:00,  2.74it/s]\nEpoch 0: |          | 9789/? [59:38<00:00,  2.74it/s]\nEpoch 0: |          | 9790/? [59:38<00:00,  2.74it/s]\nEpoch 0: |          | 9790/? [59:38<00:00,  2.74it/s]\nEpoch 0: |          | 9791/? [59:39<00:00,  2.74it/s]\nEpoch 0: |          | 9791/? [59:39<00:00,  2.74it/s]\nEpoch 0: |          | 9792/? [59:39<00:00,  2.74it/s]\nEpoch 0: |          | 9792/? [59:39<00:00,  2.74it/s]\nEpoch 0: |          | 9793/? [59:39<00:00,  2.74it/s]\nEpoch 0: |          | 9793/? [59:39<00:00,  2.74it/s]\nEpoch 0: |          | 9794/? [59:39<00:00,  2.74it/s]\nEpoch 0: |          | 9794/? [59:39<00:00,  2.74it/s]\nEpoch 0: |          | 9795/? [59:40<00:00,  2.74it/s]\nEpoch 0: |          | 9795/? [59:40<00:00,  2.74it/s]\nEpoch 0: |          | 9796/? [59:40<00:00,  2.74it/s]\nEpoch 0: |          | 9796/? [59:40<00:00,  2.74it/s]\nEpoch 0: |          | 9797/? [59:40<00:00,  2.74it/s]\nEpoch 0: |          | 9797/? [59:40<00:00,  2.74it/s]\nEpoch 0: |          | 9798/? [59:41<00:00,  2.74it/s]\nEpoch 0: |          | 9798/? [59:41<00:00,  2.74it/s]\nEpoch 0: |          | 9799/? [59:41<00:00,  2.74it/s]\nEpoch 0: |          | 9799/? [59:41<00:00,  2.74it/s]\nEpoch 0: |          | 9800/? [59:41<00:00,  2.74it/s]\nEpoch 0: |          | 9800/? [59:41<00:00,  2.74it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.25it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 16.41it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.83it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.63it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 9800/? [59:41<00:00,  2.74it/s]\nEpoch 0: |          | 9801/? [59:42<00:00,  2.74it/s]\nEpoch 0: |          | 9801/? [59:42<00:00,  2.74it/s]\nEpoch 0: |          | 9802/? [59:42<00:00,  2.74it/s]\nEpoch 0: |          | 9802/? [59:42<00:00,  2.74it/s]\nEpoch 0: |          | 9803/? [59:42<00:00,  2.74it/s]\nEpoch 0: |          | 9803/? [59:42<00:00,  2.74it/s]\nEpoch 0: |          | 9804/? [59:42<00:00,  2.74it/s]\nEpoch 0: |          | 9804/? [59:42<00:00,  2.74it/s]\nEpoch 0: |          | 9805/? [59:43<00:00,  2.74it/s]\nEpoch 0: |          | 9805/? [59:43<00:00,  2.74it/s]\nEpoch 0: |          | 9806/? [59:43<00:00,  2.74it/s]\nEpoch 0: |          | 9806/? [59:43<00:00,  2.74it/s]\nEpoch 0: |          | 9807/? [59:43<00:00,  2.74it/s]\nEpoch 0: |          | 9807/? [59:43<00:00,  2.74it/s]\nEpoch 0: |          | 9808/? [59:44<00:00,  2.74it/s]\nEpoch 0: |          | 9808/? [59:44<00:00,  2.74it/s]\nEpoch 0: |          | 9809/? [59:44<00:00,  2.74it/s]\nEpoch 0: |          | 9809/? [59:44<00:00,  2.74it/s]\nEpoch 0: |          | 9810/? [59:44<00:00,  2.74it/s]\nEpoch 0: |          | 9810/? [59:44<00:00,  2.74it/s]\nEpoch 0: |          | 9811/? [59:44<00:00,  2.74it/s]\nEpoch 0: |          | 9811/? [59:44<00:00,  2.74it/s]\nEpoch 0: |          | 9812/? [59:45<00:00,  2.74it/s]\nEpoch 0: |          | 9812/? [59:45<00:00,  2.74it/s]\nEpoch 0: |          | 9813/? [59:45<00:00,  2.74it/s]\nEpoch 0: |          | 9813/? [59:45<00:00,  2.74it/s]\nEpoch 0: |          | 9814/? [59:45<00:00,  2.74it/s]\nEpoch 0: |          | 9814/? [59:45<00:00,  2.74it/s]\nEpoch 0: |          | 9815/? [59:45<00:00,  2.74it/s]\nEpoch 0: |          | 9815/? [59:45<00:00,  2.74it/s]\nEpoch 0: |          | 9816/? [59:46<00:00,  2.74it/s]\nEpoch 0: |          | 9816/? [59:46<00:00,  2.74it/s]\nEpoch 0: |          | 9817/? [59:46<00:00,  2.74it/s]\nEpoch 0: |          | 9817/? [59:46<00:00,  2.74it/s]\nEpoch 0: |          | 9818/? [59:46<00:00,  2.74it/s]\nEpoch 0: |          | 9818/? [59:46<00:00,  2.74it/s]\nEpoch 0: |          | 9819/? [59:46<00:00,  2.74it/s]\nEpoch 0: |          | 9819/? [59:46<00:00,  2.74it/s]\nEpoch 0: |          | 9820/? [59:47<00:00,  2.74it/s]\nEpoch 0: |          | 9820/? [59:47<00:00,  2.74it/s]\nEpoch 0: |          | 9821/? [59:47<00:00,  2.74it/s]\nEpoch 0: |          | 9821/? [59:47<00:00,  2.74it/s]\nEpoch 0: |          | 9822/? [59:47<00:00,  2.74it/s]\nEpoch 0: |          | 9822/? [59:47<00:00,  2.74it/s]\nEpoch 0: |          | 9823/? [59:48<00:00,  2.74it/s]\nEpoch 0: |          | 9823/? [59:48<00:00,  2.74it/s]\nEpoch 0: |          | 9824/? [59:48<00:00,  2.74it/s]\nEpoch 0: |          | 9824/? [59:48<00:00,  2.74it/s]\nEpoch 0: |          | 9825/? [59:48<00:00,  2.74it/s]\nEpoch 0: |          | 9825/? [59:48<00:00,  2.74it/s]\nEpoch 0: |          | 9826/? [59:48<00:00,  2.74it/s]\nEpoch 0: |          | 9826/? [59:48<00:00,  2.74it/s]\nEpoch 0: |          | 9827/? [59:49<00:00,  2.74it/s]\nEpoch 0: |          | 9827/? [59:49<00:00,  2.74it/s]\nEpoch 0: |          | 9828/? [59:49<00:00,  2.74it/s]\nEpoch 0: |          | 9828/? [59:49<00:00,  2.74it/s]\nEpoch 0: |          | 9829/? [59:49<00:00,  2.74it/s]\nEpoch 0: |          | 9829/? [59:49<00:00,  2.74it/s]\nEpoch 0: |          | 9830/? [59:49<00:00,  2.74it/s]\nEpoch 0: |          | 9830/? [59:49<00:00,  2.74it/s]\nEpoch 0: |          | 9831/? [59:50<00:00,  2.74it/s]\nEpoch 0: |          | 9831/? [59:50<00:00,  2.74it/s]\nEpoch 0: |          | 9832/? [59:50<00:00,  2.74it/s]\nEpoch 0: |          | 9832/? [59:50<00:00,  2.74it/s]\nEpoch 0: |          | 9833/? [59:50<00:00,  2.74it/s]\nEpoch 0: |          | 9833/? [59:50<00:00,  2.74it/s]\nEpoch 0: |          | 9834/? [59:50<00:00,  2.74it/s]\nEpoch 0: |          | 9834/? [59:50<00:00,  2.74it/s]\nEpoch 0: |          | 9835/? [59:51<00:00,  2.74it/s]\nEpoch 0: |          | 9835/? [59:51<00:00,  2.74it/s]\nEpoch 0: |          | 9836/? [59:51<00:00,  2.74it/s]\nEpoch 0: |          | 9836/? [59:51<00:00,  2.74it/s]\nEpoch 0: |          | 9837/? [59:51<00:00,  2.74it/s]\nEpoch 0: |          | 9837/? [59:51<00:00,  2.74it/s]\nEpoch 0: |          | 9838/? [59:52<00:00,  2.74it/s]\nEpoch 0: |          | 9838/? [59:52<00:00,  2.74it/s]\nEpoch 0: |          | 9839/? [59:52<00:00,  2.74it/s]\nEpoch 0: |          | 9839/? [59:52<00:00,  2.74it/s]\nEpoch 0: |          | 9840/? [59:52<00:00,  2.74it/s]\nEpoch 0: |          | 9840/? [59:52<00:00,  2.74it/s]\nEpoch 0: |          | 9841/? [59:52<00:00,  2.74it/s]\nEpoch 0: |          | 9841/? [59:52<00:00,  2.74it/s]\nEpoch 0: |          | 9842/? [59:53<00:00,  2.74it/s]\nEpoch 0: |          | 9842/? [59:53<00:00,  2.74it/s]\nEpoch 0: |          | 9843/? [59:53<00:00,  2.74it/s]\nEpoch 0: |          | 9843/? [59:53<00:00,  2.74it/s]\nEpoch 0: |          | 9844/? [59:53<00:00,  2.74it/s]\nEpoch 0: |          | 9844/? [59:53<00:00,  2.74it/s]\nEpoch 0: |          | 9845/? [59:53<00:00,  2.74it/s]\nEpoch 0: |          | 9845/? [59:53<00:00,  2.74it/s]\nEpoch 0: |          | 9846/? [59:54<00:00,  2.74it/s]\nEpoch 0: |          | 9846/? [59:54<00:00,  2.74it/s]\nEpoch 0: |          | 9847/? [59:54<00:00,  2.74it/s]\nEpoch 0: |          | 9847/? [59:54<00:00,  2.74it/s]\nEpoch 0: |          | 9848/? [59:54<00:00,  2.74it/s]\nEpoch 0: |          | 9848/? [59:54<00:00,  2.74it/s]\nEpoch 0: |          | 9849/? [59:54<00:00,  2.74it/s]\nEpoch 0: |          | 9849/? [59:54<00:00,  2.74it/s]\nEpoch 0: |          | 9850/? [59:55<00:00,  2.74it/s]\nEpoch 0: |          | 9850/? [59:55<00:00,  2.74it/s]\nEpoch 0: |          | 9851/? [59:55<00:00,  2.74it/s]\nEpoch 0: |          | 9851/? [59:55<00:00,  2.74it/s]\nEpoch 0: |          | 9852/? [59:55<00:00,  2.74it/s]\nEpoch 0: |          | 9852/? [59:55<00:00,  2.74it/s]\nEpoch 0: |          | 9853/? [59:56<00:00,  2.74it/s]\nEpoch 0: |          | 9853/? [59:56<00:00,  2.74it/s]\nEpoch 0: |          | 9854/? [59:56<00:00,  2.74it/s]\nEpoch 0: |          | 9854/? [59:56<00:00,  2.74it/s]\nEpoch 0: |          | 9855/? [59:56<00:00,  2.74it/s]\nEpoch 0: |          | 9855/? [59:56<00:00,  2.74it/s]\nEpoch 0: |          | 9856/? [59:56<00:00,  2.74it/s]\nEpoch 0: |          | 9856/? [59:56<00:00,  2.74it/s]\nEpoch 0: |          | 9857/? [59:57<00:00,  2.74it/s]\nEpoch 0: |          | 9857/? [59:57<00:00,  2.74it/s]\nEpoch 0: |          | 9858/? [59:57<00:00,  2.74it/s]\nEpoch 0: |          | 9858/? [59:57<00:00,  2.74it/s]\nEpoch 0: |          | 9859/? [59:57<00:00,  2.74it/s]\nEpoch 0: |          | 9859/? [59:57<00:00,  2.74it/s]\nEpoch 0: |          | 9860/? [59:57<00:00,  2.74it/s]\nEpoch 0: |          | 9860/? [59:57<00:00,  2.74it/s]\nEpoch 0: |          | 9861/? [59:58<00:00,  2.74it/s]\nEpoch 0: |          | 9861/? [59:58<00:00,  2.74it/s]\nEpoch 0: |          | 9862/? [59:58<00:00,  2.74it/s]\nEpoch 0: |          | 9862/? [59:58<00:00,  2.74it/s]\nEpoch 0: |          | 9863/? [59:58<00:00,  2.74it/s]\nEpoch 0: |          | 9863/? [59:58<00:00,  2.74it/s]\nEpoch 0: |          | 9864/? [59:58<00:00,  2.74it/s]\nEpoch 0: |          | 9864/? [59:58<00:00,  2.74it/s]\nEpoch 0: |          | 9865/? [59:59<00:00,  2.74it/s]\nEpoch 0: |          | 9865/? [59:59<00:00,  2.74it/s]\nEpoch 0: |          | 9866/? [59:59<00:00,  2.74it/s]\nEpoch 0: |          | 9866/? [59:59<00:00,  2.74it/s]\nEpoch 0: |          | 9867/? [59:59<00:00,  2.74it/s]\nEpoch 0: |          | 9867/? [59:59<00:00,  2.74it/s]\nEpoch 0: |          | 9868/? [59:59<00:00,  2.74it/s]\nEpoch 0: |          | 9868/? [59:59<00:00,  2.74it/s]\nEpoch 0: |          | 9869/? [1:00:00<00:00,  2.74it/s]\nEpoch 0: |          | 9869/? [1:00:00<00:00,  2.74it/s]\nEpoch 0: |          | 9870/? [1:00:00<00:00,  2.74it/s]\nEpoch 0: |          | 9870/? [1:00:00<00:00,  2.74it/s]\nEpoch 0: |          | 9871/? [1:00:00<00:00,  2.74it/s]\nEpoch 0: |          | 9871/? [1:00:00<00:00,  2.74it/s]\nEpoch 0: |          | 9872/? [1:00:01<00:00,  2.74it/s]\nEpoch 0: |          | 9872/? [1:00:01<00:00,  2.74it/s]\nEpoch 0: |          | 9873/? [1:00:01<00:00,  2.74it/s]\nEpoch 0: |          | 9873/? [1:00:01<00:00,  2.74it/s]\nEpoch 0: |          | 9874/? [1:00:01<00:00,  2.74it/s]\nEpoch 0: |          | 9874/? [1:00:01<00:00,  2.74it/s]\nEpoch 0: |          | 9875/? [1:00:01<00:00,  2.74it/s]\nEpoch 0: |          | 9875/? [1:00:01<00:00,  2.74it/s]\nEpoch 0: |          | 9876/? [1:00:02<00:00,  2.74it/s]\nEpoch 0: |          | 9876/? [1:00:02<00:00,  2.74it/s]\nEpoch 0: |          | 9877/? [1:00:02<00:00,  2.74it/s]\nEpoch 0: |          | 9877/? [1:00:02<00:00,  2.74it/s]\nEpoch 0: |          | 9878/? [1:00:02<00:00,  2.74it/s]\nEpoch 0: |          | 9878/? [1:00:02<00:00,  2.74it/s]\nEpoch 0: |          | 9879/? [1:00:02<00:00,  2.74it/s]\nEpoch 0: |          | 9879/? [1:00:02<00:00,  2.74it/s]\nEpoch 0: |          | 9880/? [1:00:03<00:00,  2.74it/s]\nEpoch 0: |          | 9880/? [1:00:03<00:00,  2.74it/s]\nEpoch 0: |          | 9881/? [1:00:03<00:00,  2.74it/s]\nEpoch 0: |          | 9881/? [1:00:03<00:00,  2.74it/s]\nEpoch 0: |          | 9882/? [1:00:03<00:00,  2.74it/s]\nEpoch 0: |          | 9882/? [1:00:03<00:00,  2.74it/s]\nEpoch 0: |          | 9883/? [1:00:03<00:00,  2.74it/s]\nEpoch 0: |          | 9883/? [1:00:03<00:00,  2.74it/s]\nEpoch 0: |          | 9884/? [1:00:04<00:00,  2.74it/s]\nEpoch 0: |          | 9884/? [1:00:04<00:00,  2.74it/s]\nEpoch 0: |          | 9885/? [1:00:04<00:00,  2.74it/s]\nEpoch 0: |          | 9885/? [1:00:04<00:00,  2.74it/s]\nEpoch 0: |          | 9886/? [1:00:04<00:00,  2.74it/s]\nEpoch 0: |          | 9886/? [1:00:04<00:00,  2.74it/s]\nEpoch 0: |          | 9887/? [1:00:05<00:00,  2.74it/s]\nEpoch 0: |          | 9887/? [1:00:05<00:00,  2.74it/s]\nEpoch 0: |          | 9888/? [1:00:05<00:00,  2.74it/s]\nEpoch 0: |          | 9888/? [1:00:05<00:00,  2.74it/s]\nEpoch 0: |          | 9889/? [1:00:05<00:00,  2.74it/s]\nEpoch 0: |          | 9889/? [1:00:05<00:00,  2.74it/s]\nEpoch 0: |          | 9890/? [1:00:05<00:00,  2.74it/s]\nEpoch 0: |          | 9890/? [1:00:05<00:00,  2.74it/s]\nEpoch 0: |          | 9891/? [1:00:06<00:00,  2.74it/s]\nEpoch 0: |          | 9891/? [1:00:06<00:00,  2.74it/s]\nEpoch 0: |          | 9892/? [1:00:06<00:00,  2.74it/s]\nEpoch 0: |          | 9892/? [1:00:06<00:00,  2.74it/s]\nEpoch 0: |          | 9893/? [1:00:06<00:00,  2.74it/s]\nEpoch 0: |          | 9893/? [1:00:06<00:00,  2.74it/s]\nEpoch 0: |          | 9894/? [1:00:06<00:00,  2.74it/s]\nEpoch 0: |          | 9894/? [1:00:06<00:00,  2.74it/s]\nEpoch 0: |          | 9895/? [1:00:07<00:00,  2.74it/s]\nEpoch 0: |          | 9895/? [1:00:07<00:00,  2.74it/s]\nEpoch 0: |          | 9896/? [1:00:07<00:00,  2.74it/s]\nEpoch 0: |          | 9896/? [1:00:07<00:00,  2.74it/s]\nEpoch 0: |          | 9897/? [1:00:07<00:00,  2.74it/s]\nEpoch 0: |          | 9897/? [1:00:07<00:00,  2.74it/s]\nEpoch 0: |          | 9898/? [1:00:07<00:00,  2.74it/s]\nEpoch 0: |          | 9898/? [1:00:07<00:00,  2.74it/s]\nEpoch 0: |          | 9899/? [1:00:08<00:00,  2.74it/s]\nEpoch 0: |          | 9899/? [1:00:08<00:00,  2.74it/s]\nEpoch 0: |          | 9900/? [1:00:08<00:00,  2.74it/s]\nEpoch 0: |          | 9900/? [1:00:08<00:00,  2.74it/s]\nEpoch 0: |          | 9901/? [1:00:08<00:00,  2.74it/s]\nEpoch 0: |          | 9901/? [1:00:08<00:00,  2.74it/s]\nEpoch 0: |          | 9902/? [1:00:08<00:00,  2.74it/s]\nEpoch 0: |          | 9902/? [1:00:08<00:00,  2.74it/s]\nEpoch 0: |          | 9903/? [1:00:09<00:00,  2.74it/s]\nEpoch 0: |          | 9903/? [1:00:09<00:00,  2.74it/s]\nEpoch 0: |          | 9904/? [1:00:09<00:00,  2.74it/s]\nEpoch 0: |          | 9904/? [1:00:09<00:00,  2.74it/s]\nEpoch 0: |          | 9905/? [1:00:09<00:00,  2.74it/s]\nEpoch 0: |          | 9905/? [1:00:09<00:00,  2.74it/s]\nEpoch 0: |          | 9906/? [1:00:10<00:00,  2.74it/s]\nEpoch 0: |          | 9906/? [1:00:10<00:00,  2.74it/s]\nEpoch 0: |          | 9907/? [1:00:10<00:00,  2.74it/s]\nEpoch 0: |          | 9907/? [1:00:10<00:00,  2.74it/s]\nEpoch 0: |          | 9908/? [1:00:10<00:00,  2.74it/s]\nEpoch 0: |          | 9908/? [1:00:10<00:00,  2.74it/s]\nEpoch 0: |          | 9909/? [1:00:10<00:00,  2.74it/s]\nEpoch 0: |          | 9909/? [1:00:10<00:00,  2.74it/s]\nEpoch 0: |          | 9910/? [1:00:11<00:00,  2.74it/s]\nEpoch 0: |          | 9910/? [1:00:11<00:00,  2.74it/s]\nEpoch 0: |          | 9911/? [1:00:11<00:00,  2.74it/s]\nEpoch 0: |          | 9911/? [1:00:11<00:00,  2.74it/s]\nEpoch 0: |          | 9912/? [1:00:11<00:00,  2.74it/s]\nEpoch 0: |          | 9912/? [1:00:11<00:00,  2.74it/s]\nEpoch 0: |          | 9913/? [1:00:11<00:00,  2.74it/s]\nEpoch 0: |          | 9913/? [1:00:11<00:00,  2.74it/s]\nEpoch 0: |          | 9914/? [1:00:12<00:00,  2.74it/s]\nEpoch 0: |          | 9914/? [1:00:12<00:00,  2.74it/s]\nEpoch 0: |          | 9915/? [1:00:12<00:00,  2.74it/s]\nEpoch 0: |          | 9915/? [1:00:12<00:00,  2.74it/s]\nEpoch 0: |          | 9916/? [1:00:12<00:00,  2.74it/s]\nEpoch 0: |          | 9916/? [1:00:12<00:00,  2.74it/s]\nEpoch 0: |          | 9917/? [1:00:12<00:00,  2.74it/s]\nEpoch 0: |          | 9917/? [1:00:12<00:00,  2.74it/s]\nEpoch 0: |          | 9918/? [1:00:13<00:00,  2.74it/s]\nEpoch 0: |          | 9918/? [1:00:13<00:00,  2.74it/s]\nEpoch 0: |          | 9919/? [1:00:13<00:00,  2.74it/s]\nEpoch 0: |          | 9919/? [1:00:13<00:00,  2.74it/s]\nEpoch 0: |          | 9920/? [1:00:13<00:00,  2.75it/s]\nEpoch 0: |          | 9920/? [1:00:13<00:00,  2.75it/s]\nEpoch 0: |          | 9921/? [1:00:14<00:00,  2.75it/s]\nEpoch 0: |          | 9921/? [1:00:14<00:00,  2.75it/s]\nEpoch 0: |          | 9922/? [1:00:14<00:00,  2.75it/s]\nEpoch 0: |          | 9922/? [1:00:14<00:00,  2.75it/s]\nEpoch 0: |          | 9923/? [1:00:14<00:00,  2.75it/s]\nEpoch 0: |          | 9923/? [1:00:14<00:00,  2.75it/s]\nEpoch 0: |          | 9924/? [1:00:14<00:00,  2.75it/s]\nEpoch 0: |          | 9924/? [1:00:14<00:00,  2.75it/s]\nEpoch 0: |          | 9925/? [1:00:15<00:00,  2.75it/s]\nEpoch 0: |          | 9925/? [1:00:15<00:00,  2.75it/s]\nEpoch 0: |          | 9926/? [1:00:15<00:00,  2.75it/s]\nEpoch 0: |          | 9926/? [1:00:15<00:00,  2.75it/s]\nEpoch 0: |          | 9927/? [1:00:15<00:00,  2.75it/s]\nEpoch 0: |          | 9927/? [1:00:15<00:00,  2.75it/s]\nEpoch 0: |          | 9928/? [1:00:15<00:00,  2.75it/s]\nEpoch 0: |          | 9928/? [1:00:15<00:00,  2.75it/s]\nEpoch 0: |          | 9929/? [1:00:16<00:00,  2.75it/s]\nEpoch 0: |          | 9929/? [1:00:16<00:00,  2.75it/s]\nEpoch 0: |          | 9930/? [1:00:16<00:00,  2.75it/s]\nEpoch 0: |          | 9930/? [1:00:16<00:00,  2.75it/s]\nEpoch 0: |          | 9931/? [1:00:16<00:00,  2.75it/s]\nEpoch 0: |          | 9931/? [1:00:16<00:00,  2.75it/s]\nEpoch 0: |          | 9932/? [1:00:16<00:00,  2.75it/s]\nEpoch 0: |          | 9932/? [1:00:16<00:00,  2.75it/s]\nEpoch 0: |          | 9933/? [1:00:17<00:00,  2.75it/s]\nEpoch 0: |          | 9933/? [1:00:17<00:00,  2.75it/s]\nEpoch 0: |          | 9934/? [1:00:17<00:00,  2.75it/s]\nEpoch 0: |          | 9934/? [1:00:17<00:00,  2.75it/s]\nEpoch 0: |          | 9935/? [1:00:17<00:00,  2.75it/s]\nEpoch 0: |          | 9935/? [1:00:17<00:00,  2.75it/s]\nEpoch 0: |          | 9936/? [1:00:17<00:00,  2.75it/s]\nEpoch 0: |          | 9936/? [1:00:17<00:00,  2.75it/s]\nEpoch 0: |          | 9937/? [1:00:18<00:00,  2.75it/s]\nEpoch 0: |          | 9937/? [1:00:18<00:00,  2.75it/s]\nEpoch 0: |          | 9938/? [1:00:18<00:00,  2.75it/s]\nEpoch 0: |          | 9938/? [1:00:18<00:00,  2.75it/s]\nEpoch 0: |          | 9939/? [1:00:18<00:00,  2.75it/s]\nEpoch 0: |          | 9939/? [1:00:18<00:00,  2.75it/s]\nEpoch 0: |          | 9940/? [1:00:19<00:00,  2.75it/s]\nEpoch 0: |          | 9940/? [1:00:19<00:00,  2.75it/s]\nEpoch 0: |          | 9941/? [1:00:19<00:00,  2.75it/s]\nEpoch 0: |          | 9941/? [1:00:19<00:00,  2.75it/s]\nEpoch 0: |          | 9942/? [1:00:19<00:00,  2.75it/s]\nEpoch 0: |          | 9942/? [1:00:19<00:00,  2.75it/s]\nEpoch 0: |          | 9943/? [1:00:19<00:00,  2.75it/s]\nEpoch 0: |          | 9943/? [1:00:19<00:00,  2.75it/s]\nEpoch 0: |          | 9944/? [1:00:20<00:00,  2.75it/s]\nEpoch 0: |          | 9944/? [1:00:20<00:00,  2.75it/s]\nEpoch 0: |          | 9945/? [1:00:20<00:00,  2.75it/s]\nEpoch 0: |          | 9945/? [1:00:20<00:00,  2.75it/s]\nEpoch 0: |          | 9946/? [1:00:20<00:00,  2.75it/s]\nEpoch 0: |          | 9946/? [1:00:20<00:00,  2.75it/s]\nEpoch 0: |          | 9947/? [1:00:20<00:00,  2.75it/s]\nEpoch 0: |          | 9947/? [1:00:20<00:00,  2.75it/s]\nEpoch 0: |          | 9948/? [1:00:21<00:00,  2.75it/s]\nEpoch 0: |          | 9948/? [1:00:21<00:00,  2.75it/s]\nEpoch 0: |          | 9949/? [1:00:21<00:00,  2.75it/s]\nEpoch 0: |          | 9949/? [1:00:21<00:00,  2.75it/s]\nEpoch 0: |          | 9950/? [1:00:21<00:00,  2.75it/s]\nEpoch 0: |          | 9950/? [1:00:21<00:00,  2.75it/s]\nEpoch 0: |          | 9951/? [1:00:21<00:00,  2.75it/s]\nEpoch 0: |          | 9951/? [1:00:21<00:00,  2.75it/s]\nEpoch 0: |          | 9952/? [1:00:22<00:00,  2.75it/s]\nEpoch 0: |          | 9952/? [1:00:22<00:00,  2.75it/s]\nEpoch 0: |          | 9953/? [1:00:22<00:00,  2.75it/s]\nEpoch 0: |          | 9953/? [1:00:22<00:00,  2.75it/s]\nEpoch 0: |          | 9954/? [1:00:22<00:00,  2.75it/s]\nEpoch 0: |          | 9954/? [1:00:22<00:00,  2.75it/s]\nEpoch 0: |          | 9955/? [1:00:23<00:00,  2.75it/s]\nEpoch 0: |          | 9955/? [1:00:23<00:00,  2.75it/s]\nEpoch 0: |          | 9956/? [1:00:23<00:00,  2.75it/s]\nEpoch 0: |          | 9956/? [1:00:23<00:00,  2.75it/s]\nEpoch 0: |          | 9957/? [1:00:23<00:00,  2.75it/s]\nEpoch 0: |          | 9957/? [1:00:23<00:00,  2.75it/s]\nEpoch 0: |          | 9958/? [1:00:23<00:00,  2.75it/s]\nEpoch 0: |          | 9958/? [1:00:23<00:00,  2.75it/s]\nEpoch 0: |          | 9959/? [1:00:24<00:00,  2.75it/s]\nEpoch 0: |          | 9959/? [1:00:24<00:00,  2.75it/s]\nEpoch 0: |          | 9960/? [1:00:24<00:00,  2.75it/s]\nEpoch 0: |          | 9960/? [1:00:24<00:00,  2.75it/s]\nEpoch 0: |          | 9961/? [1:00:24<00:00,  2.75it/s]\nEpoch 0: |          | 9961/? [1:00:24<00:00,  2.75it/s]\nEpoch 0: |          | 9962/? [1:00:24<00:00,  2.75it/s]\nEpoch 0: |          | 9962/? [1:00:24<00:00,  2.75it/s]\nEpoch 0: |          | 9963/? [1:00:25<00:00,  2.75it/s]\nEpoch 0: |          | 9963/? [1:00:25<00:00,  2.75it/s]\nEpoch 0: |          | 9964/? [1:00:25<00:00,  2.75it/s]\nEpoch 0: |          | 9964/? [1:00:25<00:00,  2.75it/s]\nEpoch 0: |          | 9965/? [1:00:25<00:00,  2.75it/s]\nEpoch 0: |          | 9965/? [1:00:25<00:00,  2.75it/s]\nEpoch 0: |          | 9966/? [1:00:26<00:00,  2.75it/s]\nEpoch 0: |          | 9966/? [1:00:26<00:00,  2.75it/s]\nEpoch 0: |          | 9967/? [1:00:26<00:00,  2.75it/s]\nEpoch 0: |          | 9967/? [1:00:26<00:00,  2.75it/s]\nEpoch 0: |          | 9968/? [1:00:26<00:00,  2.75it/s]\nEpoch 0: |          | 9968/? [1:00:26<00:00,  2.75it/s]\nEpoch 0: |          | 9969/? [1:00:26<00:00,  2.75it/s]\nEpoch 0: |          | 9969/? [1:00:26<00:00,  2.75it/s]\nEpoch 0: |          | 9970/? [1:00:27<00:00,  2.75it/s]\nEpoch 0: |          | 9970/? [1:00:27<00:00,  2.75it/s]\nEpoch 0: |          | 9971/? [1:00:27<00:00,  2.75it/s]\nEpoch 0: |          | 9971/? [1:00:27<00:00,  2.75it/s]\nEpoch 0: |          | 9972/? [1:00:27<00:00,  2.75it/s]\nEpoch 0: |          | 9972/? [1:00:27<00:00,  2.75it/s]\nEpoch 0: |          | 9973/? [1:00:27<00:00,  2.75it/s]\nEpoch 0: |          | 9973/? [1:00:27<00:00,  2.75it/s]\nEpoch 0: |          | 9974/? [1:00:28<00:00,  2.75it/s]\nEpoch 0: |          | 9974/? [1:00:28<00:00,  2.75it/s]\nEpoch 0: |          | 9975/? [1:00:28<00:00,  2.75it/s]\nEpoch 0: |          | 9975/? [1:00:28<00:00,  2.75it/s]\nEpoch 0: |          | 9976/? [1:00:28<00:00,  2.75it/s]\nEpoch 0: |          | 9976/? [1:00:28<00:00,  2.75it/s]\nEpoch 0: |          | 9977/? [1:00:29<00:00,  2.75it/s]\nEpoch 0: |          | 9977/? [1:00:29<00:00,  2.75it/s]\nEpoch 0: |          | 9978/? [1:00:29<00:00,  2.75it/s]\nEpoch 0: |          | 9978/? [1:00:29<00:00,  2.75it/s]\nEpoch 0: |          | 9979/? [1:00:29<00:00,  2.75it/s]\nEpoch 0: |          | 9979/? [1:00:29<00:00,  2.75it/s]\nEpoch 0: |          | 9980/? [1:00:29<00:00,  2.75it/s]\nEpoch 0: |          | 9980/? [1:00:29<00:00,  2.75it/s]\nEpoch 0: |          | 9981/? [1:00:30<00:00,  2.75it/s]\nEpoch 0: |          | 9981/? [1:00:30<00:00,  2.75it/s]\nEpoch 0: |          | 9982/? [1:00:30<00:00,  2.75it/s]\nEpoch 0: |          | 9982/? [1:00:30<00:00,  2.75it/s]\nEpoch 0: |          | 9983/? [1:00:30<00:00,  2.75it/s]\nEpoch 0: |          | 9983/? [1:00:30<00:00,  2.75it/s]\nEpoch 0: |          | 9984/? [1:00:31<00:00,  2.75it/s]\nEpoch 0: |          | 9984/? [1:00:31<00:00,  2.75it/s]\nEpoch 0: |          | 9985/? [1:00:31<00:00,  2.75it/s]\nEpoch 0: |          | 9985/? [1:00:31<00:00,  2.75it/s]\nEpoch 0: |          | 9986/? [1:00:31<00:00,  2.75it/s]\nEpoch 0: |          | 9986/? [1:00:31<00:00,  2.75it/s]\nEpoch 0: |          | 9987/? [1:00:31<00:00,  2.75it/s]\nEpoch 0: |          | 9987/? [1:00:31<00:00,  2.75it/s]\nEpoch 0: |          | 9988/? [1:00:32<00:00,  2.75it/s]\nEpoch 0: |          | 9988/? [1:00:32<00:00,  2.75it/s]\nEpoch 0: |          | 9989/? [1:00:32<00:00,  2.75it/s]\nEpoch 0: |          | 9989/? [1:00:32<00:00,  2.75it/s]\nEpoch 0: |          | 9990/? [1:00:32<00:00,  2.75it/s]\nEpoch 0: |          | 9990/? [1:00:32<00:00,  2.75it/s]\nEpoch 0: |          | 9991/? [1:00:32<00:00,  2.75it/s]\nEpoch 0: |          | 9991/? [1:00:32<00:00,  2.75it/s]\nEpoch 0: |          | 9992/? [1:00:33<00:00,  2.75it/s]\nEpoch 0: |          | 9992/? [1:00:33<00:00,  2.75it/s]\nEpoch 0: |          | 9993/? [1:00:33<00:00,  2.75it/s]\nEpoch 0: |          | 9993/? [1:00:33<00:00,  2.75it/s]\nEpoch 0: |          | 9994/? [1:00:33<00:00,  2.75it/s]\nEpoch 0: |          | 9994/? [1:00:33<00:00,  2.75it/s]\nEpoch 0: |          | 9995/? [1:00:34<00:00,  2.75it/s]\nEpoch 0: |          | 9995/? [1:00:34<00:00,  2.75it/s]\nEpoch 0: |          | 9996/? [1:00:34<00:00,  2.75it/s]\nEpoch 0: |          | 9996/? [1:00:34<00:00,  2.75it/s]\nEpoch 0: |          | 9997/? [1:00:34<00:00,  2.75it/s]\nEpoch 0: |          | 9997/? [1:00:34<00:00,  2.75it/s]\nEpoch 0: |          | 9998/? [1:00:34<00:00,  2.75it/s]\nEpoch 0: |          | 9998/? [1:00:34<00:00,  2.75it/s]\nEpoch 0: |          | 9999/? [1:00:35<00:00,  2.75it/s]\nEpoch 0: |          | 9999/? [1:00:35<00:00,  2.75it/s]\nEpoch 0: |          | 10000/? [1:00:35<00:00,  2.75it/s]\nEpoch 0: |          | 10000/? [1:00:35<00:00,  2.75it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.68it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 16.03it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.85it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 16.11it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 10000/? [1:00:35<00:00,  2.75it/s]\nEpoch 0: |          | 10001/? [1:00:36<00:00,  2.75it/s]\nEpoch 0: |          | 10001/? [1:00:36<00:00,  2.75it/s]\nEpoch 0: |          | 10002/? [1:00:36<00:00,  2.75it/s]\nEpoch 0: |          | 10002/? [1:00:36<00:00,  2.75it/s]\nEpoch 0: |          | 10003/? [1:00:36<00:00,  2.75it/s]\nEpoch 0: |          | 10003/? [1:00:36<00:00,  2.75it/s]\nEpoch 0: |          | 10004/? [1:00:37<00:00,  2.75it/s]\nEpoch 0: |          | 10004/? [1:00:37<00:00,  2.75it/s]\nEpoch 0: |          | 10005/? [1:00:37<00:00,  2.75it/s]\nEpoch 0: |          | 10005/? [1:00:37<00:00,  2.75it/s]\nEpoch 0: |          | 10006/? [1:00:37<00:00,  2.75it/s]\nEpoch 0: |          | 10006/? [1:00:37<00:00,  2.75it/s]\nEpoch 0: |          | 10007/? [1:00:38<00:00,  2.75it/s]\nEpoch 0: |          | 10007/? [1:00:38<00:00,  2.75it/s]\nEpoch 0: |          | 10008/? [1:00:38<00:00,  2.75it/s]\nEpoch 0: |          | 10008/? [1:00:38<00:00,  2.75it/s]\nEpoch 0: |          | 10009/? [1:00:38<00:00,  2.75it/s]\nEpoch 0: |          | 10009/? [1:00:38<00:00,  2.75it/s]\nEpoch 0: |          | 10010/? [1:00:38<00:00,  2.75it/s]\nEpoch 0: |          | 10010/? [1:00:38<00:00,  2.75it/s]\nEpoch 0: |          | 10011/? [1:00:39<00:00,  2.75it/s]\nEpoch 0: |          | 10011/? [1:00:39<00:00,  2.75it/s]\nEpoch 0: |          | 10012/? [1:00:39<00:00,  2.75it/s]\nEpoch 0: |          | 10012/? [1:00:39<00:00,  2.75it/s]\nEpoch 0: |          | 10013/? [1:00:39<00:00,  2.75it/s]\nEpoch 0: |          | 10013/? [1:00:39<00:00,  2.75it/s]\nEpoch 0: |          | 10014/? [1:00:40<00:00,  2.75it/s]\nEpoch 0: |          | 10014/? [1:00:40<00:00,  2.75it/s]\nEpoch 0: |          | 10015/? [1:00:40<00:00,  2.75it/s]\nEpoch 0: |          | 10015/? [1:00:40<00:00,  2.75it/s]\nEpoch 0: |          | 10016/? [1:00:40<00:00,  2.75it/s]\nEpoch 0: |          | 10016/? [1:00:40<00:00,  2.75it/s]\nEpoch 0: |          | 10017/? [1:00:41<00:00,  2.75it/s]\nEpoch 0: |          | 10017/? [1:00:41<00:00,  2.75it/s]\nEpoch 0: |          | 10018/? [1:00:41<00:00,  2.75it/s]\nEpoch 0: |          | 10018/? [1:00:41<00:00,  2.75it/s]\nEpoch 0: |          | 10019/? [1:00:41<00:00,  2.75it/s]\nEpoch 0: |          | 10019/? [1:00:41<00:00,  2.75it/s]\nEpoch 0: |          | 10020/? [1:00:42<00:00,  2.75it/s]\nEpoch 0: |          | 10020/? [1:00:42<00:00,  2.75it/s]\nEpoch 0: |          | 10021/? [1:00:42<00:00,  2.75it/s]\nEpoch 0: |          | 10021/? [1:00:42<00:00,  2.75it/s]\nEpoch 0: |          | 10022/? [1:00:42<00:00,  2.75it/s]\nEpoch 0: |          | 10022/? [1:00:42<00:00,  2.75it/s]\nEpoch 0: |          | 10023/? [1:00:43<00:00,  2.75it/s]\nEpoch 0: |          | 10023/? [1:00:43<00:00,  2.75it/s]\nEpoch 0: |          | 10024/? [1:00:43<00:00,  2.75it/s]\nEpoch 0: |          | 10024/? [1:00:43<00:00,  2.75it/s]\nEpoch 0: |          | 10025/? [1:00:43<00:00,  2.75it/s]\nEpoch 0: |          | 10025/? [1:00:43<00:00,  2.75it/s]\nEpoch 0: |          | 10026/? [1:00:43<00:00,  2.75it/s]\nEpoch 0: |          | 10026/? [1:00:43<00:00,  2.75it/s]\nEpoch 0: |          | 10027/? [1:00:44<00:00,  2.75it/s]\nEpoch 0: |          | 10027/? [1:00:44<00:00,  2.75it/s]\nEpoch 0: |          | 10028/? [1:00:44<00:00,  2.75it/s]\nEpoch 0: |          | 10028/? [1:00:44<00:00,  2.75it/s]\nEpoch 0: |          | 10029/? [1:00:44<00:00,  2.75it/s]\nEpoch 0: |          | 10029/? [1:00:44<00:00,  2.75it/s]\nEpoch 0: |          | 10030/? [1:00:45<00:00,  2.75it/s]\nEpoch 0: |          | 10030/? [1:00:45<00:00,  2.75it/s]\nEpoch 0: |          | 10031/? [1:00:45<00:00,  2.75it/s]\nEpoch 0: |          | 10031/? [1:00:45<00:00,  2.75it/s]\nEpoch 0: |          | 10032/? [1:00:45<00:00,  2.75it/s]\nEpoch 0: |          | 10032/? [1:00:45<00:00,  2.75it/s]\nEpoch 0: |          | 10033/? [1:00:46<00:00,  2.75it/s]\nEpoch 0: |          | 10033/? [1:00:46<00:00,  2.75it/s]\nEpoch 0: |          | 10034/? [1:00:46<00:00,  2.75it/s]\nEpoch 0: |          | 10034/? [1:00:46<00:00,  2.75it/s]\nEpoch 0: |          | 10035/? [1:00:46<00:00,  2.75it/s]\nEpoch 0: |          | 10035/? [1:00:46<00:00,  2.75it/s]\nEpoch 0: |          | 10036/? [1:00:46<00:00,  2.75it/s]\nEpoch 0: |          | 10036/? [1:00:46<00:00,  2.75it/s]\nEpoch 0: |          | 10037/? [1:00:47<00:00,  2.75it/s]\nEpoch 0: |          | 10037/? [1:00:47<00:00,  2.75it/s]\nEpoch 0: |          | 10038/? [1:00:47<00:00,  2.75it/s]\nEpoch 0: |          | 10038/? [1:00:47<00:00,  2.75it/s]\nEpoch 0: |          | 10039/? [1:00:47<00:00,  2.75it/s]\nEpoch 0: |          | 10039/? [1:00:47<00:00,  2.75it/s]\nEpoch 0: |          | 10040/? [1:00:48<00:00,  2.75it/s]\nEpoch 0: |          | 10040/? [1:00:48<00:00,  2.75it/s]\nEpoch 0: |          | 10041/? [1:00:48<00:00,  2.75it/s]\nEpoch 0: |          | 10041/? [1:00:48<00:00,  2.75it/s]\nEpoch 0: |          | 10042/? [1:00:48<00:00,  2.75it/s]\nEpoch 0: |          | 10042/? [1:00:48<00:00,  2.75it/s]\nEpoch 0: |          | 10043/? [1:00:49<00:00,  2.75it/s]\nEpoch 0: |          | 10043/? [1:00:49<00:00,  2.75it/s]\nEpoch 0: |          | 10044/? [1:00:49<00:00,  2.75it/s]\nEpoch 0: |          | 10044/? [1:00:49<00:00,  2.75it/s]\nEpoch 0: |          | 10045/? [1:00:49<00:00,  2.75it/s]\nEpoch 0: |          | 10045/? [1:00:49<00:00,  2.75it/s]\nEpoch 0: |          | 10046/? [1:00:49<00:00,  2.75it/s]\nEpoch 0: |          | 10046/? [1:00:49<00:00,  2.75it/s]\nEpoch 0: |          | 10047/? [1:00:50<00:00,  2.75it/s]\nEpoch 0: |          | 10047/? [1:00:50<00:00,  2.75it/s]\nEpoch 0: |          | 10048/? [1:00:50<00:00,  2.75it/s]\nEpoch 0: |          | 10048/? [1:00:50<00:00,  2.75it/s]\nEpoch 0: |          | 10049/? [1:00:50<00:00,  2.75it/s]\nEpoch 0: |          | 10049/? [1:00:50<00:00,  2.75it/s]\nEpoch 0: |          | 10050/? [1:00:51<00:00,  2.75it/s]\nEpoch 0: |          | 10050/? [1:00:51<00:00,  2.75it/s]\nEpoch 0: |          | 10051/? [1:00:51<00:00,  2.75it/s]\nEpoch 0: |          | 10051/? [1:00:51<00:00,  2.75it/s]\nEpoch 0: |          | 10052/? [1:00:51<00:00,  2.75it/s]\nEpoch 0: |          | 10052/? [1:00:51<00:00,  2.75it/s]\nEpoch 0: |          | 10053/? [1:00:52<00:00,  2.75it/s]\nEpoch 0: |          | 10053/? [1:00:52<00:00,  2.75it/s]\nEpoch 0: |          | 10054/? [1:00:52<00:00,  2.75it/s]\nEpoch 0: |          | 10054/? [1:00:52<00:00,  2.75it/s]\nEpoch 0: |          | 10055/? [1:00:52<00:00,  2.75it/s]\nEpoch 0: |          | 10055/? [1:00:52<00:00,  2.75it/s]\nEpoch 0: |          | 10056/? [1:00:52<00:00,  2.75it/s]\nEpoch 0: |          | 10056/? [1:00:52<00:00,  2.75it/s]\nEpoch 0: |          | 10057/? [1:00:53<00:00,  2.75it/s]\nEpoch 0: |          | 10057/? [1:00:53<00:00,  2.75it/s]\nEpoch 0: |          | 10058/? [1:00:53<00:00,  2.75it/s]\nEpoch 0: |          | 10058/? [1:00:53<00:00,  2.75it/s]\nEpoch 0: |          | 10059/? [1:00:53<00:00,  2.75it/s]\nEpoch 0: |          | 10059/? [1:00:53<00:00,  2.75it/s]\nEpoch 0: |          | 10060/? [1:00:54<00:00,  2.75it/s]\nEpoch 0: |          | 10060/? [1:00:54<00:00,  2.75it/s]\nEpoch 0: |          | 10061/? [1:00:54<00:00,  2.75it/s]\nEpoch 0: |          | 10061/? [1:00:54<00:00,  2.75it/s]\nEpoch 0: |          | 10062/? [1:00:54<00:00,  2.75it/s]\nEpoch 0: |          | 10062/? [1:00:54<00:00,  2.75it/s]\nEpoch 0: |          | 10063/? [1:00:54<00:00,  2.75it/s]\nEpoch 0: |          | 10063/? [1:00:54<00:00,  2.75it/s]\nEpoch 0: |          | 10064/? [1:00:55<00:00,  2.75it/s]\nEpoch 0: |          | 10064/? [1:00:55<00:00,  2.75it/s]\nEpoch 0: |          | 10065/? [1:00:55<00:00,  2.75it/s]\nEpoch 0: |          | 10065/? [1:00:55<00:00,  2.75it/s]\nEpoch 0: |          | 10066/? [1:00:55<00:00,  2.75it/s]\nEpoch 0: |          | 10066/? [1:00:55<00:00,  2.75it/s]\nEpoch 0: |          | 10067/? [1:00:56<00:00,  2.75it/s]\nEpoch 0: |          | 10067/? [1:00:56<00:00,  2.75it/s]\nEpoch 0: |          | 10068/? [1:00:56<00:00,  2.75it/s]\nEpoch 0: |          | 10068/? [1:00:56<00:00,  2.75it/s]\nEpoch 0: |          | 10069/? [1:00:56<00:00,  2.75it/s]\nEpoch 0: |          | 10069/? [1:00:56<00:00,  2.75it/s]\nEpoch 0: |          | 10070/? [1:00:57<00:00,  2.75it/s]\nEpoch 0: |          | 10070/? [1:00:57<00:00,  2.75it/s]\nEpoch 0: |          | 10071/? [1:00:57<00:00,  2.75it/s]\nEpoch 0: |          | 10071/? [1:00:57<00:00,  2.75it/s]\nEpoch 0: |          | 10072/? [1:00:57<00:00,  2.75it/s]\nEpoch 0: |          | 10072/? [1:00:57<00:00,  2.75it/s]\nEpoch 0: |          | 10073/? [1:00:58<00:00,  2.75it/s]\nEpoch 0: |          | 10073/? [1:00:58<00:00,  2.75it/s]\nEpoch 0: |          | 10074/? [1:00:58<00:00,  2.75it/s]\nEpoch 0: |          | 10074/? [1:00:58<00:00,  2.75it/s]\nEpoch 0: |          | 10075/? [1:00:58<00:00,  2.75it/s]\nEpoch 0: |          | 10075/? [1:00:58<00:00,  2.75it/s]\nEpoch 0: |          | 10076/? [1:00:58<00:00,  2.75it/s]\nEpoch 0: |          | 10076/? [1:00:58<00:00,  2.75it/s]\nEpoch 0: |          | 10077/? [1:00:59<00:00,  2.75it/s]\nEpoch 0: |          | 10077/? [1:00:59<00:00,  2.75it/s]\nEpoch 0: |          | 10078/? [1:00:59<00:00,  2.75it/s]\nEpoch 0: |          | 10078/? [1:00:59<00:00,  2.75it/s]\nEpoch 0: |          | 10079/? [1:00:59<00:00,  2.75it/s]\nEpoch 0: |          | 10079/? [1:00:59<00:00,  2.75it/s]\nEpoch 0: |          | 10080/? [1:01:00<00:00,  2.75it/s]\nEpoch 0: |          | 10080/? [1:01:00<00:00,  2.75it/s]\nEpoch 0: |          | 10081/? [1:01:00<00:00,  2.75it/s]\nEpoch 0: |          | 10081/? [1:01:00<00:00,  2.75it/s]\nEpoch 0: |          | 10082/? [1:01:00<00:00,  2.75it/s]\nEpoch 0: |          | 10082/? [1:01:00<00:00,  2.75it/s]\nEpoch 0: |          | 10083/? [1:01:01<00:00,  2.75it/s]\nEpoch 0: |          | 10083/? [1:01:01<00:00,  2.75it/s]\nEpoch 0: |          | 10084/? [1:01:01<00:00,  2.75it/s]\nEpoch 0: |          | 10084/? [1:01:01<00:00,  2.75it/s]\nEpoch 0: |          | 10085/? [1:01:01<00:00,  2.75it/s]\nEpoch 0: |          | 10085/? [1:01:01<00:00,  2.75it/s]\nEpoch 0: |          | 10086/? [1:01:01<00:00,  2.75it/s]\nEpoch 0: |          | 10086/? [1:01:01<00:00,  2.75it/s]\nEpoch 0: |          | 10087/? [1:01:02<00:00,  2.75it/s]\nEpoch 0: |          | 10087/? [1:01:02<00:00,  2.75it/s]\nEpoch 0: |          | 10088/? [1:01:02<00:00,  2.75it/s]\nEpoch 0: |          | 10088/? [1:01:02<00:00,  2.75it/s]\nEpoch 0: |          | 10089/? [1:01:02<00:00,  2.75it/s]\nEpoch 0: |          | 10089/? [1:01:02<00:00,  2.75it/s]\nEpoch 0: |          | 10090/? [1:01:03<00:00,  2.75it/s]\nEpoch 0: |          | 10090/? [1:01:03<00:00,  2.75it/s]\nEpoch 0: |          | 10091/? [1:01:03<00:00,  2.75it/s]\nEpoch 0: |          | 10091/? [1:01:03<00:00,  2.75it/s]\nEpoch 0: |          | 10092/? [1:01:03<00:00,  2.75it/s]\nEpoch 0: |          | 10092/? [1:01:03<00:00,  2.75it/s]\nEpoch 0: |          | 10093/? [1:01:04<00:00,  2.75it/s]\nEpoch 0: |          | 10093/? [1:01:04<00:00,  2.75it/s]\nEpoch 0: |          | 10094/? [1:01:04<00:00,  2.75it/s]\nEpoch 0: |          | 10094/? [1:01:04<00:00,  2.75it/s]\nEpoch 0: |          | 10095/? [1:01:04<00:00,  2.75it/s]\nEpoch 0: |          | 10095/? [1:01:04<00:00,  2.75it/s]\nEpoch 0: |          | 10096/? [1:01:04<00:00,  2.75it/s]\nEpoch 0: |          | 10096/? [1:01:04<00:00,  2.75it/s]\nEpoch 0: |          | 10097/? [1:01:05<00:00,  2.75it/s]\nEpoch 0: |          | 10097/? [1:01:05<00:00,  2.75it/s]\nEpoch 0: |          | 10098/? [1:01:05<00:00,  2.75it/s]\nEpoch 0: |          | 10098/? [1:01:05<00:00,  2.75it/s]\nEpoch 0: |          | 10099/? [1:01:05<00:00,  2.75it/s]\nEpoch 0: |          | 10099/? [1:01:05<00:00,  2.75it/s]\nEpoch 0: |          | 10100/? [1:01:06<00:00,  2.75it/s]\nEpoch 0: |          | 10100/? [1:01:06<00:00,  2.75it/s]\nEpoch 0: |          | 10101/? [1:01:06<00:00,  2.75it/s]\nEpoch 0: |          | 10101/? [1:01:06<00:00,  2.75it/s]\nEpoch 0: |          | 10102/? [1:01:06<00:00,  2.76it/s]\nEpoch 0: |          | 10102/? [1:01:06<00:00,  2.76it/s]\nEpoch 0: |          | 10103/? [1:01:07<00:00,  2.76it/s]\nEpoch 0: |          | 10103/? [1:01:07<00:00,  2.76it/s]\nEpoch 0: |          | 10104/? [1:01:07<00:00,  2.76it/s]\nEpoch 0: |          | 10104/? [1:01:07<00:00,  2.76it/s]\nEpoch 0: |          | 10105/? [1:01:07<00:00,  2.76it/s]\nEpoch 0: |          | 10105/? [1:01:07<00:00,  2.76it/s]\nEpoch 0: |          | 10106/? [1:01:07<00:00,  2.76it/s]\nEpoch 0: |          | 10106/? [1:01:07<00:00,  2.76it/s]\nEpoch 0: |          | 10107/? [1:01:08<00:00,  2.76it/s]\nEpoch 0: |          | 10107/? [1:01:08<00:00,  2.76it/s]\nEpoch 0: |          | 10108/? [1:01:08<00:00,  2.76it/s]\nEpoch 0: |          | 10108/? [1:01:08<00:00,  2.76it/s]\nEpoch 0: |          | 10109/? [1:01:08<00:00,  2.76it/s]\nEpoch 0: |          | 10109/? [1:01:08<00:00,  2.76it/s]\nEpoch 0: |          | 10110/? [1:01:09<00:00,  2.76it/s]\nEpoch 0: |          | 10110/? [1:01:09<00:00,  2.76it/s]\nEpoch 0: |          | 10111/? [1:01:09<00:00,  2.76it/s]\nEpoch 0: |          | 10111/? [1:01:09<00:00,  2.76it/s]\nEpoch 0: |          | 10112/? [1:01:09<00:00,  2.76it/s]\nEpoch 0: |          | 10112/? [1:01:09<00:00,  2.76it/s]\nEpoch 0: |          | 10113/? [1:01:10<00:00,  2.76it/s]\nEpoch 0: |          | 10113/? [1:01:10<00:00,  2.76it/s]\nEpoch 0: |          | 10114/? [1:01:10<00:00,  2.76it/s]\nEpoch 0: |          | 10114/? [1:01:10<00:00,  2.76it/s]\nEpoch 0: |          | 10115/? [1:01:10<00:00,  2.76it/s]\nEpoch 0: |          | 10115/? [1:01:10<00:00,  2.76it/s]\nEpoch 0: |          | 10116/? [1:01:10<00:00,  2.76it/s]\nEpoch 0: |          | 10116/? [1:01:10<00:00,  2.76it/s]\nEpoch 0: |          | 10117/? [1:01:11<00:00,  2.76it/s]\nEpoch 0: |          | 10117/? [1:01:11<00:00,  2.76it/s]\nEpoch 0: |          | 10118/? [1:01:11<00:00,  2.76it/s]\nEpoch 0: |          | 10118/? [1:01:11<00:00,  2.76it/s]\nEpoch 0: |          | 10119/? [1:01:11<00:00,  2.76it/s]\nEpoch 0: |          | 10119/? [1:01:11<00:00,  2.76it/s]\nEpoch 0: |          | 10120/? [1:01:12<00:00,  2.76it/s]\nEpoch 0: |          | 10120/? [1:01:12<00:00,  2.76it/s]\nEpoch 0: |          | 10121/? [1:01:12<00:00,  2.76it/s]\nEpoch 0: |          | 10121/? [1:01:12<00:00,  2.76it/s]\nEpoch 0: |          | 10122/? [1:01:12<00:00,  2.76it/s]\nEpoch 0: |          | 10122/? [1:01:12<00:00,  2.76it/s]\nEpoch 0: |          | 10123/? [1:01:13<00:00,  2.76it/s]\nEpoch 0: |          | 10123/? [1:01:13<00:00,  2.76it/s]\nEpoch 0: |          | 10124/? [1:01:13<00:00,  2.76it/s]\nEpoch 0: |          | 10124/? [1:01:13<00:00,  2.76it/s]\nEpoch 0: |          | 10125/? [1:01:13<00:00,  2.76it/s]\nEpoch 0: |          | 10125/? [1:01:13<00:00,  2.76it/s]\nEpoch 0: |          | 10126/? [1:01:13<00:00,  2.76it/s]\nEpoch 0: |          | 10126/? [1:01:13<00:00,  2.76it/s]\nEpoch 0: |          | 10127/? [1:01:14<00:00,  2.76it/s]\nEpoch 0: |          | 10127/? [1:01:14<00:00,  2.76it/s]\nEpoch 0: |          | 10128/? [1:01:14<00:00,  2.76it/s]\nEpoch 0: |          | 10128/? [1:01:14<00:00,  2.76it/s]\nEpoch 0: |          | 10129/? [1:01:14<00:00,  2.76it/s]\nEpoch 0: |          | 10129/? [1:01:14<00:00,  2.76it/s]\nEpoch 0: |          | 10130/? [1:01:15<00:00,  2.76it/s]\nEpoch 0: |          | 10130/? [1:01:15<00:00,  2.76it/s]\nEpoch 0: |          | 10131/? [1:01:15<00:00,  2.76it/s]\nEpoch 0: |          | 10131/? [1:01:15<00:00,  2.76it/s]\nEpoch 0: |          | 10132/? [1:01:15<00:00,  2.76it/s]\nEpoch 0: |          | 10132/? [1:01:15<00:00,  2.76it/s]\nEpoch 0: |          | 10133/? [1:01:16<00:00,  2.76it/s]\nEpoch 0: |          | 10133/? [1:01:16<00:00,  2.76it/s]\nEpoch 0: |          | 10134/? [1:01:16<00:00,  2.76it/s]\nEpoch 0: |          | 10134/? [1:01:16<00:00,  2.76it/s]\nEpoch 0: |          | 10135/? [1:01:16<00:00,  2.76it/s]\nEpoch 0: |          | 10135/? [1:01:16<00:00,  2.76it/s]\nEpoch 0: |          | 10136/? [1:01:16<00:00,  2.76it/s]\nEpoch 0: |          | 10136/? [1:01:16<00:00,  2.76it/s]\nEpoch 0: |          | 10137/? [1:01:17<00:00,  2.76it/s]\nEpoch 0: |          | 10137/? [1:01:17<00:00,  2.76it/s]\nEpoch 0: |          | 10138/? [1:01:17<00:00,  2.76it/s]\nEpoch 0: |          | 10138/? [1:01:17<00:00,  2.76it/s]\nEpoch 0: |          | 10139/? [1:01:17<00:00,  2.76it/s]\nEpoch 0: |          | 10139/? [1:01:17<00:00,  2.76it/s]\nEpoch 0: |          | 10140/? [1:01:18<00:00,  2.76it/s]\nEpoch 0: |          | 10140/? [1:01:18<00:00,  2.76it/s]\nEpoch 0: |          | 10141/? [1:01:18<00:00,  2.76it/s]\nEpoch 0: |          | 10141/? [1:01:18<00:00,  2.76it/s]\nEpoch 0: |          | 10142/? [1:01:18<00:00,  2.76it/s]\nEpoch 0: |          | 10142/? [1:01:18<00:00,  2.76it/s]\nEpoch 0: |          | 10143/? [1:01:19<00:00,  2.76it/s]\nEpoch 0: |          | 10143/? [1:01:19<00:00,  2.76it/s]\nEpoch 0: |          | 10144/? [1:01:19<00:00,  2.76it/s]\nEpoch 0: |          | 10144/? [1:01:19<00:00,  2.76it/s]\nEpoch 0: |          | 10145/? [1:01:19<00:00,  2.76it/s]\nEpoch 0: |          | 10145/? [1:01:19<00:00,  2.76it/s]\nEpoch 0: |          | 10146/? [1:01:19<00:00,  2.76it/s]\nEpoch 0: |          | 10146/? [1:01:19<00:00,  2.76it/s]\nEpoch 0: |          | 10147/? [1:01:20<00:00,  2.76it/s]\nEpoch 0: |          | 10147/? [1:01:20<00:00,  2.76it/s]\nEpoch 0: |          | 10148/? [1:01:20<00:00,  2.76it/s]\nEpoch 0: |          | 10148/? [1:01:20<00:00,  2.76it/s]\nEpoch 0: |          | 10149/? [1:01:20<00:00,  2.76it/s]\nEpoch 0: |          | 10149/? [1:01:20<00:00,  2.76it/s]\nEpoch 0: |          | 10150/? [1:01:21<00:00,  2.76it/s]\nEpoch 0: |          | 10150/? [1:01:21<00:00,  2.76it/s]\nEpoch 0: |          | 10151/? [1:01:21<00:00,  2.76it/s]\nEpoch 0: |          | 10151/? [1:01:21<00:00,  2.76it/s]\nEpoch 0: |          | 10152/? [1:01:21<00:00,  2.76it/s]\nEpoch 0: |          | 10152/? [1:01:21<00:00,  2.76it/s]\nEpoch 0: |          | 10153/? [1:01:21<00:00,  2.76it/s]\nEpoch 0: |          | 10153/? [1:01:21<00:00,  2.76it/s]\nEpoch 0: |          | 10154/? [1:01:22<00:00,  2.76it/s]\nEpoch 0: |          | 10154/? [1:01:22<00:00,  2.76it/s]\nEpoch 0: |          | 10155/? [1:01:22<00:00,  2.76it/s]\nEpoch 0: |          | 10155/? [1:01:22<00:00,  2.76it/s]\nEpoch 0: |          | 10156/? [1:01:22<00:00,  2.76it/s]\nEpoch 0: |          | 10156/? [1:01:22<00:00,  2.76it/s]\nEpoch 0: |          | 10157/? [1:01:23<00:00,  2.76it/s]\nEpoch 0: |          | 10157/? [1:01:23<00:00,  2.76it/s]\nEpoch 0: |          | 10158/? [1:01:23<00:00,  2.76it/s]\nEpoch 0: |          | 10158/? [1:01:23<00:00,  2.76it/s]\nEpoch 0: |          | 10159/? [1:01:23<00:00,  2.76it/s]\nEpoch 0: |          | 10159/? [1:01:23<00:00,  2.76it/s]\nEpoch 0: |          | 10160/? [1:01:24<00:00,  2.76it/s]\nEpoch 0: |          | 10160/? [1:01:24<00:00,  2.76it/s]\nEpoch 0: |          | 10161/? [1:01:24<00:00,  2.76it/s]\nEpoch 0: |          | 10161/? [1:01:24<00:00,  2.76it/s]\nEpoch 0: |          | 10162/? [1:01:24<00:00,  2.76it/s]\nEpoch 0: |          | 10162/? [1:01:24<00:00,  2.76it/s]\nEpoch 0: |          | 10163/? [1:01:25<00:00,  2.76it/s]\nEpoch 0: |          | 10163/? [1:01:25<00:00,  2.76it/s]\nEpoch 0: |          | 10164/? [1:01:25<00:00,  2.76it/s]\nEpoch 0: |          | 10164/? [1:01:25<00:00,  2.76it/s]\nEpoch 0: |          | 10165/? [1:01:25<00:00,  2.76it/s]\nEpoch 0: |          | 10165/? [1:01:25<00:00,  2.76it/s]\nEpoch 0: |          | 10166/? [1:01:25<00:00,  2.76it/s]\nEpoch 0: |          | 10166/? [1:01:25<00:00,  2.76it/s]\nEpoch 0: |          | 10167/? [1:01:26<00:00,  2.76it/s]\nEpoch 0: |          | 10167/? [1:01:26<00:00,  2.76it/s]\nEpoch 0: |          | 10168/? [1:01:26<00:00,  2.76it/s]\nEpoch 0: |          | 10168/? [1:01:26<00:00,  2.76it/s]\nEpoch 0: |          | 10169/? [1:01:26<00:00,  2.76it/s]\nEpoch 0: |          | 10169/? [1:01:26<00:00,  2.76it/s]\nEpoch 0: |          | 10170/? [1:01:27<00:00,  2.76it/s]\nEpoch 0: |          | 10170/? [1:01:27<00:00,  2.76it/s]\nEpoch 0: |          | 10171/? [1:01:27<00:00,  2.76it/s]\nEpoch 0: |          | 10171/? [1:01:27<00:00,  2.76it/s]\nEpoch 0: |          | 10172/? [1:01:27<00:00,  2.76it/s]\nEpoch 0: |          | 10172/? [1:01:27<00:00,  2.76it/s]\nEpoch 0: |          | 10173/? [1:01:28<00:00,  2.76it/s]\nEpoch 0: |          | 10173/? [1:01:28<00:00,  2.76it/s]\nEpoch 0: |          | 10174/? [1:01:28<00:00,  2.76it/s]\nEpoch 0: |          | 10174/? [1:01:28<00:00,  2.76it/s]\nEpoch 0: |          | 10175/? [1:01:28<00:00,  2.76it/s]\nEpoch 0: |          | 10175/? [1:01:28<00:00,  2.76it/s]\nEpoch 0: |          | 10176/? [1:01:28<00:00,  2.76it/s]\nEpoch 0: |          | 10176/? [1:01:28<00:00,  2.76it/s]\nEpoch 0: |          | 10177/? [1:01:29<00:00,  2.76it/s]\nEpoch 0: |          | 10177/? [1:01:29<00:00,  2.76it/s]\nEpoch 0: |          | 10178/? [1:01:29<00:00,  2.76it/s]\nEpoch 0: |          | 10178/? [1:01:29<00:00,  2.76it/s]\nEpoch 0: |          | 10179/? [1:01:29<00:00,  2.76it/s]\nEpoch 0: |          | 10179/? [1:01:29<00:00,  2.76it/s]\nEpoch 0: |          | 10180/? [1:01:30<00:00,  2.76it/s]\nEpoch 0: |          | 10180/? [1:01:30<00:00,  2.76it/s]\nEpoch 0: |          | 10181/? [1:01:30<00:00,  2.76it/s]\nEpoch 0: |          | 10181/? [1:01:30<00:00,  2.76it/s]\nEpoch 0: |          | 10182/? [1:01:30<00:00,  2.76it/s]\nEpoch 0: |          | 10182/? [1:01:30<00:00,  2.76it/s]\nEpoch 0: |          | 10183/? [1:01:31<00:00,  2.76it/s]\nEpoch 0: |          | 10183/? [1:01:31<00:00,  2.76it/s]\nEpoch 0: |          | 10184/? [1:01:31<00:00,  2.76it/s]\nEpoch 0: |          | 10184/? [1:01:31<00:00,  2.76it/s]\nEpoch 0: |          | 10185/? [1:01:31<00:00,  2.76it/s]\nEpoch 0: |          | 10185/? [1:01:31<00:00,  2.76it/s]\nEpoch 0: |          | 10186/? [1:01:32<00:00,  2.76it/s]\nEpoch 0: |          | 10186/? [1:01:32<00:00,  2.76it/s]\nEpoch 0: |          | 10187/? [1:01:32<00:00,  2.76it/s]\nEpoch 0: |          | 10187/? [1:01:32<00:00,  2.76it/s]\nEpoch 0: |          | 10188/? [1:01:32<00:00,  2.76it/s]\nEpoch 0: |          | 10188/? [1:01:32<00:00,  2.76it/s]\nEpoch 0: |          | 10189/? [1:01:32<00:00,  2.76it/s]\nEpoch 0: |          | 10189/? [1:01:32<00:00,  2.76it/s]\nEpoch 0: |          | 10190/? [1:01:33<00:00,  2.76it/s]\nEpoch 0: |          | 10190/? [1:01:33<00:00,  2.76it/s]\nEpoch 0: |          | 10191/? [1:01:33<00:00,  2.76it/s]\nEpoch 0: |          | 10191/? [1:01:33<00:00,  2.76it/s]\nEpoch 0: |          | 10192/? [1:01:33<00:00,  2.76it/s]\nEpoch 0: |          | 10192/? [1:01:33<00:00,  2.76it/s]\nEpoch 0: |          | 10193/? [1:01:34<00:00,  2.76it/s]\nEpoch 0: |          | 10193/? [1:01:34<00:00,  2.76it/s]\nEpoch 0: |          | 10194/? [1:01:34<00:00,  2.76it/s]\nEpoch 0: |          | 10194/? [1:01:34<00:00,  2.76it/s]\nEpoch 0: |          | 10195/? [1:01:34<00:00,  2.76it/s]\nEpoch 0: |          | 10195/? [1:01:34<00:00,  2.76it/s]\nEpoch 0: |          | 10196/? [1:01:35<00:00,  2.76it/s]\nEpoch 0: |          | 10196/? [1:01:35<00:00,  2.76it/s]\nEpoch 0: |          | 10197/? [1:01:35<00:00,  2.76it/s]\nEpoch 0: |          | 10197/? [1:01:35<00:00,  2.76it/s]\nEpoch 0: |          | 10198/? [1:01:35<00:00,  2.76it/s]\nEpoch 0: |          | 10198/? [1:01:35<00:00,  2.76it/s]\nEpoch 0: |          | 10199/? [1:01:35<00:00,  2.76it/s]\nEpoch 0: |          | 10199/? [1:01:35<00:00,  2.76it/s]\nEpoch 0: |          | 10200/? [1:01:36<00:00,  2.76it/s]\nEpoch 0: |          | 10200/? [1:01:36<00:00,  2.76it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.98it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 16.04it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.35it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.37it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 10200/? [1:01:36<00:00,  2.76it/s]\nEpoch 0: |          | 10201/? [1:01:36<00:00,  2.76it/s]\nEpoch 0: |          | 10201/? [1:01:36<00:00,  2.76it/s]\nEpoch 0: |          | 10202/? [1:01:37<00:00,  2.76it/s]\nEpoch 0: |          | 10202/? [1:01:37<00:00,  2.76it/s]\nEpoch 0: |          | 10203/? [1:01:37<00:00,  2.76it/s]\nEpoch 0: |          | 10203/? [1:01:37<00:00,  2.76it/s]\nEpoch 0: |          | 10204/? [1:01:37<00:00,  2.76it/s]\nEpoch 0: |          | 10204/? [1:01:37<00:00,  2.76it/s]\nEpoch 0: |          | 10205/? [1:01:38<00:00,  2.76it/s]\nEpoch 0: |          | 10205/? [1:01:38<00:00,  2.76it/s]\nEpoch 0: |          | 10206/? [1:01:38<00:00,  2.76it/s]\nEpoch 0: |          | 10206/? [1:01:38<00:00,  2.76it/s]\nEpoch 0: |          | 10207/? [1:01:38<00:00,  2.76it/s]\nEpoch 0: |          | 10207/? [1:01:38<00:00,  2.76it/s]\nEpoch 0: |          | 10208/? [1:01:38<00:00,  2.76it/s]\nEpoch 0: |          | 10208/? [1:01:38<00:00,  2.76it/s]\nEpoch 0: |          | 10209/? [1:01:39<00:00,  2.76it/s]\nEpoch 0: |          | 10209/? [1:01:39<00:00,  2.76it/s]\nEpoch 0: |          | 10210/? [1:01:39<00:00,  2.76it/s]\nEpoch 0: |          | 10210/? [1:01:39<00:00,  2.76it/s]\nEpoch 0: |          | 10211/? [1:01:39<00:00,  2.76it/s]\nEpoch 0: |          | 10211/? [1:01:39<00:00,  2.76it/s]\nEpoch 0: |          | 10212/? [1:01:40<00:00,  2.76it/s]\nEpoch 0: |          | 10212/? [1:01:40<00:00,  2.76it/s]\nEpoch 0: |          | 10213/? [1:01:40<00:00,  2.76it/s]\nEpoch 0: |          | 10213/? [1:01:40<00:00,  2.76it/s]\nEpoch 0: |          | 10214/? [1:01:40<00:00,  2.76it/s]\nEpoch 0: |          | 10214/? [1:01:40<00:00,  2.76it/s]\nEpoch 0: |          | 10215/? [1:01:41<00:00,  2.76it/s]\nEpoch 0: |          | 10215/? [1:01:41<00:00,  2.76it/s]\nEpoch 0: |          | 10216/? [1:01:41<00:00,  2.76it/s]\nEpoch 0: |          | 10216/? [1:01:41<00:00,  2.76it/s]\nEpoch 0: |          | 10217/? [1:01:41<00:00,  2.76it/s]\nEpoch 0: |          | 10217/? [1:01:41<00:00,  2.76it/s]\nEpoch 0: |          | 10218/? [1:01:41<00:00,  2.76it/s]\nEpoch 0: |          | 10218/? [1:01:41<00:00,  2.76it/s]\nEpoch 0: |          | 10219/? [1:01:42<00:00,  2.76it/s]\nEpoch 0: |          | 10219/? [1:01:42<00:00,  2.76it/s]\nEpoch 0: |          | 10220/? [1:01:42<00:00,  2.76it/s]\nEpoch 0: |          | 10220/? [1:01:42<00:00,  2.76it/s]\nEpoch 0: |          | 10221/? [1:01:42<00:00,  2.76it/s]\nEpoch 0: |          | 10221/? [1:01:42<00:00,  2.76it/s]\nEpoch 0: |          | 10222/? [1:01:43<00:00,  2.76it/s]\nEpoch 0: |          | 10222/? [1:01:43<00:00,  2.76it/s]\nEpoch 0: |          | 10223/? [1:01:43<00:00,  2.76it/s]\nEpoch 0: |          | 10223/? [1:01:43<00:00,  2.76it/s]\nEpoch 0: |          | 10224/? [1:01:43<00:00,  2.76it/s]\nEpoch 0: |          | 10224/? [1:01:43<00:00,  2.76it/s]\nEpoch 0: |          | 10225/? [1:01:43<00:00,  2.76it/s]\nEpoch 0: |          | 10225/? [1:01:43<00:00,  2.76it/s]\nEpoch 0: |          | 10226/? [1:01:44<00:00,  2.76it/s]\nEpoch 0: |          | 10226/? [1:01:44<00:00,  2.76it/s]\nEpoch 0: |          | 10227/? [1:01:44<00:00,  2.76it/s]\nEpoch 0: |          | 10227/? [1:01:44<00:00,  2.76it/s]\nEpoch 0: |          | 10228/? [1:01:44<00:00,  2.76it/s]\nEpoch 0: |          | 10228/? [1:01:44<00:00,  2.76it/s]\nEpoch 0: |          | 10229/? [1:01:45<00:00,  2.76it/s]\nEpoch 0: |          | 10229/? [1:01:45<00:00,  2.76it/s]\nEpoch 0: |          | 10230/? [1:01:45<00:00,  2.76it/s]\nEpoch 0: |          | 10230/? [1:01:45<00:00,  2.76it/s]\nEpoch 0: |          | 10231/? [1:01:45<00:00,  2.76it/s]\nEpoch 0: |          | 10231/? [1:01:45<00:00,  2.76it/s]\nEpoch 0: |          | 10232/? [1:01:46<00:00,  2.76it/s]\nEpoch 0: |          | 10232/? [1:01:46<00:00,  2.76it/s]\nEpoch 0: |          | 10233/? [1:01:46<00:00,  2.76it/s]\nEpoch 0: |          | 10233/? [1:01:46<00:00,  2.76it/s]\nEpoch 0: |          | 10234/? [1:01:46<00:00,  2.76it/s]\nEpoch 0: |          | 10234/? [1:01:46<00:00,  2.76it/s]\nEpoch 0: |          | 10235/? [1:01:46<00:00,  2.76it/s]\nEpoch 0: |          | 10235/? [1:01:46<00:00,  2.76it/s]\nEpoch 0: |          | 10236/? [1:01:47<00:00,  2.76it/s]\nEpoch 0: |          | 10236/? [1:01:47<00:00,  2.76it/s]\nEpoch 0: |          | 10237/? [1:01:47<00:00,  2.76it/s]\nEpoch 0: |          | 10237/? [1:01:47<00:00,  2.76it/s]\nEpoch 0: |          | 10238/? [1:01:47<00:00,  2.76it/s]\nEpoch 0: |          | 10238/? [1:01:47<00:00,  2.76it/s]\nEpoch 0: |          | 10239/? [1:01:48<00:00,  2.76it/s]\nEpoch 0: |          | 10239/? [1:01:48<00:00,  2.76it/s]\nEpoch 0: |          | 10240/? [1:01:48<00:00,  2.76it/s]\nEpoch 0: |          | 10240/? [1:01:48<00:00,  2.76it/s]\nEpoch 0: |          | 10241/? [1:01:48<00:00,  2.76it/s]\nEpoch 0: |          | 10241/? [1:01:48<00:00,  2.76it/s]\nEpoch 0: |          | 10242/? [1:01:49<00:00,  2.76it/s]\nEpoch 0: |          | 10242/? [1:01:49<00:00,  2.76it/s]\nEpoch 0: |          | 10243/? [1:01:49<00:00,  2.76it/s]\nEpoch 0: |          | 10243/? [1:01:49<00:00,  2.76it/s]\nEpoch 0: |          | 10244/? [1:01:49<00:00,  2.76it/s]\nEpoch 0: |          | 10244/? [1:01:49<00:00,  2.76it/s]\nEpoch 0: |          | 10245/? [1:01:49<00:00,  2.76it/s]\nEpoch 0: |          | 10245/? [1:01:49<00:00,  2.76it/s]\nEpoch 0: |          | 10246/? [1:01:50<00:00,  2.76it/s]\nEpoch 0: |          | 10246/? [1:01:50<00:00,  2.76it/s]\nEpoch 0: |          | 10247/? [1:01:50<00:00,  2.76it/s]\nEpoch 0: |          | 10247/? [1:01:50<00:00,  2.76it/s]\nEpoch 0: |          | 10248/? [1:01:50<00:00,  2.76it/s]\nEpoch 0: |          | 10248/? [1:01:50<00:00,  2.76it/s]\nEpoch 0: |          | 10249/? [1:01:51<00:00,  2.76it/s]\nEpoch 0: |          | 10249/? [1:01:51<00:00,  2.76it/s]\nEpoch 0: |          | 10250/? [1:01:51<00:00,  2.76it/s]\nEpoch 0: |          | 10250/? [1:01:51<00:00,  2.76it/s]\nEpoch 0: |          | 10251/? [1:01:51<00:00,  2.76it/s]\nEpoch 0: |          | 10251/? [1:01:51<00:00,  2.76it/s]\nEpoch 0: |          | 10252/? [1:01:52<00:00,  2.76it/s]\nEpoch 0: |          | 10252/? [1:01:52<00:00,  2.76it/s]\nEpoch 0: |          | 10253/? [1:01:52<00:00,  2.76it/s]\nEpoch 0: |          | 10253/? [1:01:52<00:00,  2.76it/s]\nEpoch 0: |          | 10254/? [1:01:52<00:00,  2.76it/s]\nEpoch 0: |          | 10254/? [1:01:52<00:00,  2.76it/s]\nEpoch 0: |          | 10255/? [1:01:52<00:00,  2.76it/s]\nEpoch 0: |          | 10255/? [1:01:52<00:00,  2.76it/s]\nEpoch 0: |          | 10256/? [1:01:53<00:00,  2.76it/s]\nEpoch 0: |          | 10256/? [1:01:53<00:00,  2.76it/s]\nEpoch 0: |          | 10257/? [1:01:53<00:00,  2.76it/s]\nEpoch 0: |          | 10257/? [1:01:53<00:00,  2.76it/s]\nEpoch 0: |          | 10258/? [1:01:53<00:00,  2.76it/s]\nEpoch 0: |          | 10258/? [1:01:53<00:00,  2.76it/s]\nEpoch 0: |          | 10259/? [1:01:54<00:00,  2.76it/s]\nEpoch 0: |          | 10259/? [1:01:54<00:00,  2.76it/s]\nEpoch 0: |          | 10260/? [1:01:54<00:00,  2.76it/s]\nEpoch 0: |          | 10260/? [1:01:54<00:00,  2.76it/s]\nEpoch 0: |          | 10261/? [1:01:54<00:00,  2.76it/s]\nEpoch 0: |          | 10261/? [1:01:54<00:00,  2.76it/s]\nEpoch 0: |          | 10262/? [1:01:55<00:00,  2.76it/s]\nEpoch 0: |          | 10262/? [1:01:55<00:00,  2.76it/s]\nEpoch 0: |          | 10263/? [1:01:55<00:00,  2.76it/s]\nEpoch 0: |          | 10263/? [1:01:55<00:00,  2.76it/s]\nEpoch 0: |          | 10264/? [1:01:55<00:00,  2.76it/s]\nEpoch 0: |          | 10264/? [1:01:55<00:00,  2.76it/s]\nEpoch 0: |          | 10265/? [1:01:55<00:00,  2.76it/s]\nEpoch 0: |          | 10265/? [1:01:55<00:00,  2.76it/s]\nEpoch 0: |          | 10266/? [1:01:56<00:00,  2.76it/s]\nEpoch 0: |          | 10266/? [1:01:56<00:00,  2.76it/s]\nEpoch 0: |          | 10267/? [1:01:56<00:00,  2.76it/s]\nEpoch 0: |          | 10267/? [1:01:56<00:00,  2.76it/s]\nEpoch 0: |          | 10268/? [1:01:56<00:00,  2.76it/s]\nEpoch 0: |          | 10268/? [1:01:56<00:00,  2.76it/s]\nEpoch 0: |          | 10269/? [1:01:57<00:00,  2.76it/s]\nEpoch 0: |          | 10269/? [1:01:57<00:00,  2.76it/s]\nEpoch 0: |          | 10270/? [1:01:57<00:00,  2.76it/s]\nEpoch 0: |          | 10270/? [1:01:57<00:00,  2.76it/s]\nEpoch 0: |          | 10271/? [1:01:57<00:00,  2.76it/s]\nEpoch 0: |          | 10271/? [1:01:57<00:00,  2.76it/s]\nEpoch 0: |          | 10272/? [1:01:58<00:00,  2.76it/s]\nEpoch 0: |          | 10272/? [1:01:58<00:00,  2.76it/s]\nEpoch 0: |          | 10273/? [1:01:58<00:00,  2.76it/s]\nEpoch 0: |          | 10273/? [1:01:58<00:00,  2.76it/s]\nEpoch 0: |          | 10274/? [1:01:58<00:00,  2.76it/s]\nEpoch 0: |          | 10274/? [1:01:58<00:00,  2.76it/s]\nEpoch 0: |          | 10275/? [1:01:58<00:00,  2.76it/s]\nEpoch 0: |          | 10275/? [1:01:58<00:00,  2.76it/s]\nEpoch 0: |          | 10276/? [1:01:59<00:00,  2.76it/s]\nEpoch 0: |          | 10276/? [1:01:59<00:00,  2.76it/s]\nEpoch 0: |          | 10277/? [1:01:59<00:00,  2.76it/s]\nEpoch 0: |          | 10277/? [1:01:59<00:00,  2.76it/s]\nEpoch 0: |          | 10278/? [1:01:59<00:00,  2.76it/s]\nEpoch 0: |          | 10278/? [1:01:59<00:00,  2.76it/s]\nEpoch 0: |          | 10279/? [1:02:00<00:00,  2.76it/s]\nEpoch 0: |          | 10279/? [1:02:00<00:00,  2.76it/s]\nEpoch 0: |          | 10280/? [1:02:00<00:00,  2.76it/s]\nEpoch 0: |          | 10280/? [1:02:00<00:00,  2.76it/s]\nEpoch 0: |          | 10281/? [1:02:00<00:00,  2.76it/s]\nEpoch 0: |          | 10281/? [1:02:00<00:00,  2.76it/s]\nEpoch 0: |          | 10282/? [1:02:01<00:00,  2.76it/s]\nEpoch 0: |          | 10282/? [1:02:01<00:00,  2.76it/s]\nEpoch 0: |          | 10283/? [1:02:01<00:00,  2.76it/s]\nEpoch 0: |          | 10283/? [1:02:01<00:00,  2.76it/s]\nEpoch 0: |          | 10284/? [1:02:01<00:00,  2.76it/s]\nEpoch 0: |          | 10284/? [1:02:01<00:00,  2.76it/s]\nEpoch 0: |          | 10285/? [1:02:01<00:00,  2.76it/s]\nEpoch 0: |          | 10285/? [1:02:01<00:00,  2.76it/s]\nEpoch 0: |          | 10286/? [1:02:02<00:00,  2.76it/s]\nEpoch 0: |          | 10286/? [1:02:02<00:00,  2.76it/s]\nEpoch 0: |          | 10287/? [1:02:02<00:00,  2.76it/s]\nEpoch 0: |          | 10287/? [1:02:02<00:00,  2.76it/s]\nEpoch 0: |          | 10288/? [1:02:02<00:00,  2.76it/s]\nEpoch 0: |          | 10288/? [1:02:02<00:00,  2.76it/s]\nEpoch 0: |          | 10289/? [1:02:03<00:00,  2.76it/s]\nEpoch 0: |          | 10289/? [1:02:03<00:00,  2.76it/s]\nEpoch 0: |          | 10290/? [1:02:03<00:00,  2.76it/s]\nEpoch 0: |          | 10290/? [1:02:03<00:00,  2.76it/s]\nEpoch 0: |          | 10291/? [1:02:03<00:00,  2.76it/s]\nEpoch 0: |          | 10291/? [1:02:03<00:00,  2.76it/s]\nEpoch 0: |          | 10292/? [1:02:04<00:00,  2.76it/s]\nEpoch 0: |          | 10292/? [1:02:04<00:00,  2.76it/s]\nEpoch 0: |          | 10293/? [1:02:04<00:00,  2.76it/s]\nEpoch 0: |          | 10293/? [1:02:04<00:00,  2.76it/s]\nEpoch 0: |          | 10294/? [1:02:04<00:00,  2.76it/s]\nEpoch 0: |          | 10294/? [1:02:04<00:00,  2.76it/s]\nEpoch 0: |          | 10295/? [1:02:04<00:00,  2.76it/s]\nEpoch 0: |          | 10295/? [1:02:04<00:00,  2.76it/s]\nEpoch 0: |          | 10296/? [1:02:05<00:00,  2.76it/s]\nEpoch 0: |          | 10296/? [1:02:05<00:00,  2.76it/s]\nEpoch 0: |          | 10297/? [1:02:05<00:00,  2.76it/s]\nEpoch 0: |          | 10297/? [1:02:05<00:00,  2.76it/s]\nEpoch 0: |          | 10298/? [1:02:05<00:00,  2.76it/s]\nEpoch 0: |          | 10298/? [1:02:05<00:00,  2.76it/s]\nEpoch 0: |          | 10299/? [1:02:06<00:00,  2.76it/s]\nEpoch 0: |          | 10299/? [1:02:06<00:00,  2.76it/s]\nEpoch 0: |          | 10300/? [1:02:06<00:00,  2.76it/s]\nEpoch 0: |          | 10300/? [1:02:06<00:00,  2.76it/s]\nEpoch 0: |          | 10301/? [1:02:06<00:00,  2.76it/s]\nEpoch 0: |          | 10301/? [1:02:06<00:00,  2.76it/s]\nEpoch 0: |          | 10302/? [1:02:07<00:00,  2.76it/s]\nEpoch 0: |          | 10302/? [1:02:07<00:00,  2.76it/s]\nEpoch 0: |          | 10303/? [1:02:07<00:00,  2.76it/s]\nEpoch 0: |          | 10303/? [1:02:07<00:00,  2.76it/s]\nEpoch 0: |          | 10304/? [1:02:07<00:00,  2.76it/s]\nEpoch 0: |          | 10304/? [1:02:07<00:00,  2.76it/s]\nEpoch 0: |          | 10305/? [1:02:07<00:00,  2.76it/s]\nEpoch 0: |          | 10305/? [1:02:07<00:00,  2.76it/s]\nEpoch 0: |          | 10306/? [1:02:08<00:00,  2.76it/s]\nEpoch 0: |          | 10306/? [1:02:08<00:00,  2.76it/s]\nEpoch 0: |          | 10307/? [1:02:08<00:00,  2.76it/s]\nEpoch 0: |          | 10307/? [1:02:08<00:00,  2.76it/s]\nEpoch 0: |          | 10308/? [1:02:08<00:00,  2.76it/s]\nEpoch 0: |          | 10308/? [1:02:08<00:00,  2.76it/s]\nEpoch 0: |          | 10309/? [1:02:09<00:00,  2.76it/s]\nEpoch 0: |          | 10309/? [1:02:09<00:00,  2.76it/s]\nEpoch 0: |          | 10310/? [1:02:09<00:00,  2.76it/s]\nEpoch 0: |          | 10310/? [1:02:09<00:00,  2.76it/s]\nEpoch 0: |          | 10311/? [1:02:09<00:00,  2.76it/s]\nEpoch 0: |          | 10311/? [1:02:09<00:00,  2.76it/s]\nEpoch 0: |          | 10312/? [1:02:09<00:00,  2.76it/s]\nEpoch 0: |          | 10312/? [1:02:09<00:00,  2.76it/s]\nEpoch 0: |          | 10313/? [1:02:10<00:00,  2.76it/s]\nEpoch 0: |          | 10313/? [1:02:10<00:00,  2.76it/s]\nEpoch 0: |          | 10314/? [1:02:10<00:00,  2.76it/s]\nEpoch 0: |          | 10314/? [1:02:10<00:00,  2.76it/s]\nEpoch 0: |          | 10315/? [1:02:10<00:00,  2.76it/s]\nEpoch 0: |          | 10315/? [1:02:10<00:00,  2.76it/s]\nEpoch 0: |          | 10316/? [1:02:11<00:00,  2.76it/s]\nEpoch 0: |          | 10316/? [1:02:11<00:00,  2.76it/s]\nEpoch 0: |          | 10317/? [1:02:11<00:00,  2.76it/s]\nEpoch 0: |          | 10317/? [1:02:11<00:00,  2.76it/s]\nEpoch 0: |          | 10318/? [1:02:11<00:00,  2.76it/s]\nEpoch 0: |          | 10318/? [1:02:11<00:00,  2.76it/s]\nEpoch 0: |          | 10319/? [1:02:12<00:00,  2.76it/s]\nEpoch 0: |          | 10319/? [1:02:12<00:00,  2.76it/s]\nEpoch 0: |          | 10320/? [1:02:12<00:00,  2.76it/s]\nEpoch 0: |          | 10320/? [1:02:12<00:00,  2.76it/s]\nEpoch 0: |          | 10321/? [1:02:12<00:00,  2.77it/s]\nEpoch 0: |          | 10321/? [1:02:12<00:00,  2.77it/s]\nEpoch 0: |          | 10322/? [1:02:12<00:00,  2.77it/s]\nEpoch 0: |          | 10322/? [1:02:12<00:00,  2.77it/s]\nEpoch 0: |          | 10323/? [1:02:13<00:00,  2.77it/s]\nEpoch 0: |          | 10323/? [1:02:13<00:00,  2.77it/s]\nEpoch 0: |          | 10324/? [1:02:13<00:00,  2.77it/s]\nEpoch 0: |          | 10324/? [1:02:13<00:00,  2.77it/s]\nEpoch 0: |          | 10325/? [1:02:13<00:00,  2.77it/s]\nEpoch 0: |          | 10325/? [1:02:13<00:00,  2.77it/s]\nEpoch 0: |          | 10326/? [1:02:14<00:00,  2.77it/s]\nEpoch 0: |          | 10326/? [1:02:14<00:00,  2.77it/s]\nEpoch 0: |          | 10327/? [1:02:14<00:00,  2.77it/s]\nEpoch 0: |          | 10327/? [1:02:14<00:00,  2.77it/s]\nEpoch 0: |          | 10328/? [1:02:14<00:00,  2.77it/s]\nEpoch 0: |          | 10328/? [1:02:14<00:00,  2.77it/s]\nEpoch 0: |          | 10329/? [1:02:15<00:00,  2.77it/s]\nEpoch 0: |          | 10329/? [1:02:15<00:00,  2.77it/s]\nEpoch 0: |          | 10330/? [1:02:15<00:00,  2.77it/s]\nEpoch 0: |          | 10330/? [1:02:15<00:00,  2.77it/s]\nEpoch 0: |          | 10331/? [1:02:15<00:00,  2.77it/s]\nEpoch 0: |          | 10331/? [1:02:15<00:00,  2.77it/s]\nEpoch 0: |          | 10332/? [1:02:15<00:00,  2.77it/s]\nEpoch 0: |          | 10332/? [1:02:15<00:00,  2.77it/s]\nEpoch 0: |          | 10333/? [1:02:16<00:00,  2.77it/s]\nEpoch 0: |          | 10333/? [1:02:16<00:00,  2.77it/s]\nEpoch 0: |          | 10334/? [1:02:16<00:00,  2.77it/s]\nEpoch 0: |          | 10334/? [1:02:16<00:00,  2.77it/s]\nEpoch 0: |          | 10335/? [1:02:16<00:00,  2.77it/s]\nEpoch 0: |          | 10335/? [1:02:16<00:00,  2.77it/s]\nEpoch 0: |          | 10336/? [1:02:17<00:00,  2.77it/s]\nEpoch 0: |          | 10336/? [1:02:17<00:00,  2.77it/s]\nEpoch 0: |          | 10337/? [1:02:17<00:00,  2.77it/s]\nEpoch 0: |          | 10337/? [1:02:17<00:00,  2.77it/s]\nEpoch 0: |          | 10338/? [1:02:17<00:00,  2.77it/s]\nEpoch 0: |          | 10338/? [1:02:17<00:00,  2.77it/s]\nEpoch 0: |          | 10339/? [1:02:18<00:00,  2.77it/s]\nEpoch 0: |          | 10339/? [1:02:18<00:00,  2.77it/s]\nEpoch 0: |          | 10340/? [1:02:18<00:00,  2.77it/s]\nEpoch 0: |          | 10340/? [1:02:18<00:00,  2.77it/s]\nEpoch 0: |          | 10341/? [1:02:18<00:00,  2.77it/s]\nEpoch 0: |          | 10341/? [1:02:18<00:00,  2.77it/s]\nEpoch 0: |          | 10342/? [1:02:19<00:00,  2.77it/s]\nEpoch 0: |          | 10342/? [1:02:19<00:00,  2.77it/s]\nEpoch 0: |          | 10343/? [1:02:19<00:00,  2.77it/s]\nEpoch 0: |          | 10343/? [1:02:19<00:00,  2.77it/s]\nEpoch 0: |          | 10344/? [1:02:19<00:00,  2.77it/s]\nEpoch 0: |          | 10344/? [1:02:19<00:00,  2.77it/s]\nEpoch 0: |          | 10345/? [1:02:19<00:00,  2.77it/s]\nEpoch 0: |          | 10345/? [1:02:19<00:00,  2.77it/s]\nEpoch 0: |          | 10346/? [1:02:20<00:00,  2.77it/s]\nEpoch 0: |          | 10346/? [1:02:20<00:00,  2.77it/s]\nEpoch 0: |          | 10347/? [1:02:20<00:00,  2.77it/s]\nEpoch 0: |          | 10347/? [1:02:20<00:00,  2.77it/s]\nEpoch 0: |          | 10348/? [1:02:21<00:00,  2.77it/s]\nEpoch 0: |          | 10348/? [1:02:21<00:00,  2.77it/s]\nEpoch 0: |          | 10349/? [1:02:21<00:00,  2.77it/s]\nEpoch 0: |          | 10349/? [1:02:21<00:00,  2.77it/s]\nEpoch 0: |          | 10350/? [1:02:21<00:00,  2.77it/s]\nEpoch 0: |          | 10350/? [1:02:21<00:00,  2.77it/s]\nEpoch 0: |          | 10351/? [1:02:21<00:00,  2.77it/s]\nEpoch 0: |          | 10351/? [1:02:21<00:00,  2.77it/s]\nEpoch 0: |          | 10352/? [1:02:22<00:00,  2.77it/s]\nEpoch 0: |          | 10352/? [1:02:22<00:00,  2.77it/s]\nEpoch 0: |          | 10353/? [1:02:22<00:00,  2.77it/s]\nEpoch 0: |          | 10353/? [1:02:22<00:00,  2.77it/s]\nEpoch 0: |          | 10354/? [1:02:22<00:00,  2.77it/s]\nEpoch 0: |          | 10354/? [1:02:22<00:00,  2.77it/s]\nEpoch 0: |          | 10355/? [1:02:23<00:00,  2.77it/s]\nEpoch 0: |          | 10355/? [1:02:23<00:00,  2.77it/s]\nEpoch 0: |          | 10356/? [1:02:23<00:00,  2.77it/s]\nEpoch 0: |          | 10356/? [1:02:23<00:00,  2.77it/s]\nEpoch 0: |          | 10357/? [1:02:23<00:00,  2.77it/s]\nEpoch 0: |          | 10357/? [1:02:23<00:00,  2.77it/s]\nEpoch 0: |          | 10358/? [1:02:24<00:00,  2.77it/s]\nEpoch 0: |          | 10358/? [1:02:24<00:00,  2.77it/s]\nEpoch 0: |          | 10359/? [1:02:24<00:00,  2.77it/s]\nEpoch 0: |          | 10359/? [1:02:24<00:00,  2.77it/s]\nEpoch 0: |          | 10360/? [1:02:24<00:00,  2.77it/s]\nEpoch 0: |          | 10360/? [1:02:24<00:00,  2.77it/s]\nEpoch 0: |          | 10361/? [1:02:24<00:00,  2.77it/s]\nEpoch 0: |          | 10361/? [1:02:24<00:00,  2.77it/s]\nEpoch 0: |          | 10362/? [1:02:25<00:00,  2.77it/s]\nEpoch 0: |          | 10362/? [1:02:25<00:00,  2.77it/s]\nEpoch 0: |          | 10363/? [1:02:25<00:00,  2.77it/s]\nEpoch 0: |          | 10363/? [1:02:25<00:00,  2.77it/s]\nEpoch 0: |          | 10364/? [1:02:25<00:00,  2.77it/s]\nEpoch 0: |          | 10364/? [1:02:25<00:00,  2.77it/s]\nEpoch 0: |          | 10365/? [1:02:26<00:00,  2.77it/s]\nEpoch 0: |          | 10365/? [1:02:26<00:00,  2.77it/s]\nEpoch 0: |          | 10366/? [1:02:26<00:00,  2.77it/s]\nEpoch 0: |          | 10366/? [1:02:26<00:00,  2.77it/s]\nEpoch 0: |          | 10367/? [1:02:26<00:00,  2.77it/s]\nEpoch 0: |          | 10367/? [1:02:26<00:00,  2.77it/s]\nEpoch 0: |          | 10368/? [1:02:27<00:00,  2.77it/s]\nEpoch 0: |          | 10368/? [1:02:27<00:00,  2.77it/s]\nEpoch 0: |          | 10369/? [1:02:27<00:00,  2.77it/s]\nEpoch 0: |          | 10369/? [1:02:27<00:00,  2.77it/s]\nEpoch 0: |          | 10370/? [1:02:27<00:00,  2.77it/s]\nEpoch 0: |          | 10370/? [1:02:27<00:00,  2.77it/s]\nEpoch 0: |          | 10371/? [1:02:27<00:00,  2.77it/s]\nEpoch 0: |          | 10371/? [1:02:27<00:00,  2.77it/s]\nEpoch 0: |          | 10372/? [1:02:28<00:00,  2.77it/s]\nEpoch 0: |          | 10372/? [1:02:28<00:00,  2.77it/s]\nEpoch 0: |          | 10373/? [1:02:28<00:00,  2.77it/s]\nEpoch 0: |          | 10373/? [1:02:28<00:00,  2.77it/s]\nEpoch 0: |          | 10374/? [1:02:28<00:00,  2.77it/s]\nEpoch 0: |          | 10374/? [1:02:28<00:00,  2.77it/s]\nEpoch 0: |          | 10375/? [1:02:29<00:00,  2.77it/s]\nEpoch 0: |          | 10375/? [1:02:29<00:00,  2.77it/s]\nEpoch 0: |          | 10376/? [1:02:29<00:00,  2.77it/s]\nEpoch 0: |          | 10376/? [1:02:29<00:00,  2.77it/s]\nEpoch 0: |          | 10377/? [1:02:29<00:00,  2.77it/s]\nEpoch 0: |          | 10377/? [1:02:29<00:00,  2.77it/s]\nEpoch 0: |          | 10378/? [1:02:30<00:00,  2.77it/s]\nEpoch 0: |          | 10378/? [1:02:30<00:00,  2.77it/s]\nEpoch 0: |          | 10379/? [1:02:30<00:00,  2.77it/s]\nEpoch 0: |          | 10379/? [1:02:30<00:00,  2.77it/s]\nEpoch 0: |          | 10380/? [1:02:30<00:00,  2.77it/s]\nEpoch 0: |          | 10380/? [1:02:30<00:00,  2.77it/s]\nEpoch 0: |          | 10381/? [1:02:30<00:00,  2.77it/s]\nEpoch 0: |          | 10381/? [1:02:30<00:00,  2.77it/s]\nEpoch 0: |          | 10382/? [1:02:31<00:00,  2.77it/s]\nEpoch 0: |          | 10382/? [1:02:31<00:00,  2.77it/s]\nEpoch 0: |          | 10383/? [1:02:31<00:00,  2.77it/s]\nEpoch 0: |          | 10383/? [1:02:31<00:00,  2.77it/s]\nEpoch 0: |          | 10384/? [1:02:31<00:00,  2.77it/s]\nEpoch 0: |          | 10384/? [1:02:31<00:00,  2.77it/s]\nEpoch 0: |          | 10385/? [1:02:32<00:00,  2.77it/s]\nEpoch 0: |          | 10385/? [1:02:32<00:00,  2.77it/s]\nEpoch 0: |          | 10386/? [1:02:32<00:00,  2.77it/s]\nEpoch 0: |          | 10386/? [1:02:32<00:00,  2.77it/s]\nEpoch 0: |          | 10387/? [1:02:32<00:00,  2.77it/s]\nEpoch 0: |          | 10387/? [1:02:32<00:00,  2.77it/s]\nEpoch 0: |          | 10388/? [1:02:33<00:00,  2.77it/s]\nEpoch 0: |          | 10388/? [1:02:33<00:00,  2.77it/s]\nEpoch 0: |          | 10389/? [1:02:33<00:00,  2.77it/s]\nEpoch 0: |          | 10389/? [1:02:33<00:00,  2.77it/s]\nEpoch 0: |          | 10390/? [1:02:33<00:00,  2.77it/s]\nEpoch 0: |          | 10390/? [1:02:33<00:00,  2.77it/s]\nEpoch 0: |          | 10391/? [1:02:33<00:00,  2.77it/s]\nEpoch 0: |          | 10391/? [1:02:33<00:00,  2.77it/s]\nEpoch 0: |          | 10392/? [1:02:34<00:00,  2.77it/s]\nEpoch 0: |          | 10392/? [1:02:34<00:00,  2.77it/s]\nEpoch 0: |          | 10393/? [1:02:34<00:00,  2.77it/s]\nEpoch 0: |          | 10393/? [1:02:34<00:00,  2.77it/s]\nEpoch 0: |          | 10394/? [1:02:34<00:00,  2.77it/s]\nEpoch 0: |          | 10394/? [1:02:34<00:00,  2.77it/s]\nEpoch 0: |          | 10395/? [1:02:35<00:00,  2.77it/s]\nEpoch 0: |          | 10395/? [1:02:35<00:00,  2.77it/s]\nEpoch 0: |          | 10396/? [1:02:35<00:00,  2.77it/s]\nEpoch 0: |          | 10396/? [1:02:35<00:00,  2.77it/s]\nEpoch 0: |          | 10397/? [1:02:35<00:00,  2.77it/s]\nEpoch 0: |          | 10397/? [1:02:35<00:00,  2.77it/s]\nEpoch 0: |          | 10398/? [1:02:36<00:00,  2.77it/s]\nEpoch 0: |          | 10398/? [1:02:36<00:00,  2.77it/s]\nEpoch 0: |          | 10399/? [1:02:36<00:00,  2.77it/s]\nEpoch 0: |          | 10399/? [1:02:36<00:00,  2.77it/s]\nEpoch 0: |          | 10400/? [1:02:36<00:00,  2.77it/s]\nEpoch 0: |          | 10400/? [1:02:36<00:00,  2.77it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.81it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.62it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.32it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.41it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 10400/? [1:02:36<00:00,  2.77it/s]\nEpoch 0: |          | 10401/? [1:02:37<00:00,  2.77it/s]\nEpoch 0: |          | 10401/? [1:02:37<00:00,  2.77it/s]\nEpoch 0: |          | 10402/? [1:02:37<00:00,  2.77it/s]\nEpoch 0: |          | 10402/? [1:02:37<00:00,  2.77it/s]\nEpoch 0: |          | 10403/? [1:02:37<00:00,  2.77it/s]\nEpoch 0: |          | 10403/? [1:02:37<00:00,  2.77it/s]\nEpoch 0: |          | 10404/? [1:02:38<00:00,  2.77it/s]\nEpoch 0: |          | 10404/? [1:02:38<00:00,  2.77it/s]\nEpoch 0: |          | 10405/? [1:02:38<00:00,  2.77it/s]\nEpoch 0: |          | 10405/? [1:02:38<00:00,  2.77it/s]\nEpoch 0: |          | 10406/? [1:02:38<00:00,  2.77it/s]\nEpoch 0: |          | 10406/? [1:02:38<00:00,  2.77it/s]\nEpoch 0: |          | 10407/? [1:02:39<00:00,  2.77it/s]\nEpoch 0: |          | 10407/? [1:02:39<00:00,  2.77it/s]\nEpoch 0: |          | 10408/? [1:02:39<00:00,  2.77it/s]\nEpoch 0: |          | 10408/? [1:02:39<00:00,  2.77it/s]\nEpoch 0: |          | 10409/? [1:02:39<00:00,  2.77it/s]\nEpoch 0: |          | 10409/? [1:02:39<00:00,  2.77it/s]\nEpoch 0: |          | 10410/? [1:02:39<00:00,  2.77it/s]\nEpoch 0: |          | 10410/? [1:02:39<00:00,  2.77it/s]\nEpoch 0: |          | 10411/? [1:02:40<00:00,  2.77it/s]\nEpoch 0: |          | 10411/? [1:02:40<00:00,  2.77it/s]\nEpoch 0: |          | 10412/? [1:02:40<00:00,  2.77it/s]\nEpoch 0: |          | 10412/? [1:02:40<00:00,  2.77it/s]\nEpoch 0: |          | 10413/? [1:02:40<00:00,  2.77it/s]\nEpoch 0: |          | 10413/? [1:02:40<00:00,  2.77it/s]\nEpoch 0: |          | 10414/? [1:02:41<00:00,  2.77it/s]\nEpoch 0: |          | 10414/? [1:02:41<00:00,  2.77it/s]\nEpoch 0: |          | 10415/? [1:02:41<00:00,  2.77it/s]\nEpoch 0: |          | 10415/? [1:02:41<00:00,  2.77it/s]\nEpoch 0: |          | 10416/? [1:02:41<00:00,  2.77it/s]\nEpoch 0: |          | 10416/? [1:02:41<00:00,  2.77it/s]\nEpoch 0: |          | 10417/? [1:02:41<00:00,  2.77it/s]\nEpoch 0: |          | 10417/? [1:02:42<00:00,  2.77it/s]\nEpoch 0: |          | 10418/? [1:02:42<00:00,  2.77it/s]\nEpoch 0: |          | 10418/? [1:02:42<00:00,  2.77it/s]\nEpoch 0: |          | 10419/? [1:02:42<00:00,  2.77it/s]\nEpoch 0: |          | 10419/? [1:02:42<00:00,  2.77it/s]\nEpoch 0: |          | 10420/? [1:02:42<00:00,  2.77it/s]\nEpoch 0: |          | 10420/? [1:02:42<00:00,  2.77it/s]\nEpoch 0: |          | 10421/? [1:02:43<00:00,  2.77it/s]\nEpoch 0: |          | 10421/? [1:02:43<00:00,  2.77it/s]\nEpoch 0: |          | 10422/? [1:02:43<00:00,  2.77it/s]\nEpoch 0: |          | 10422/? [1:02:43<00:00,  2.77it/s]\nEpoch 0: |          | 10423/? [1:02:43<00:00,  2.77it/s]\nEpoch 0: |          | 10423/? [1:02:43<00:00,  2.77it/s]\nEpoch 0: |          | 10424/? [1:02:44<00:00,  2.77it/s]\nEpoch 0: |          | 10424/? [1:02:44<00:00,  2.77it/s]\nEpoch 0: |          | 10425/? [1:02:44<00:00,  2.77it/s]\nEpoch 0: |          | 10425/? [1:02:44<00:00,  2.77it/s]\nEpoch 0: |          | 10426/? [1:02:44<00:00,  2.77it/s]\nEpoch 0: |          | 10426/? [1:02:44<00:00,  2.77it/s]\nEpoch 0: |          | 10427/? [1:02:45<00:00,  2.77it/s]\nEpoch 0: |          | 10427/? [1:02:45<00:00,  2.77it/s]\nEpoch 0: |          | 10428/? [1:02:45<00:00,  2.77it/s]\nEpoch 0: |          | 10428/? [1:02:45<00:00,  2.77it/s]\nEpoch 0: |          | 10429/? [1:02:45<00:00,  2.77it/s]\nEpoch 0: |          | 10429/? [1:02:45<00:00,  2.77it/s]\nEpoch 0: |          | 10430/? [1:02:45<00:00,  2.77it/s]\nEpoch 0: |          | 10430/? [1:02:45<00:00,  2.77it/s]\nEpoch 0: |          | 10431/? [1:02:46<00:00,  2.77it/s]\nEpoch 0: |          | 10431/? [1:02:46<00:00,  2.77it/s]\nEpoch 0: |          | 10432/? [1:02:46<00:00,  2.77it/s]\nEpoch 0: |          | 10432/? [1:02:46<00:00,  2.77it/s]\nEpoch 0: |          | 10433/? [1:02:46<00:00,  2.77it/s]\nEpoch 0: |          | 10433/? [1:02:46<00:00,  2.77it/s]\nEpoch 0: |          | 10434/? [1:02:47<00:00,  2.77it/s]\nEpoch 0: |          | 10434/? [1:02:47<00:00,  2.77it/s]\nEpoch 0: |          | 10435/? [1:02:47<00:00,  2.77it/s]\nEpoch 0: |          | 10435/? [1:02:47<00:00,  2.77it/s]\nEpoch 0: |          | 10436/? [1:02:47<00:00,  2.77it/s]\nEpoch 0: |          | 10436/? [1:02:47<00:00,  2.77it/s]\nEpoch 0: |          | 10437/? [1:02:47<00:00,  2.77it/s]\nEpoch 0: |          | 10437/? [1:02:47<00:00,  2.77it/s]\nEpoch 0: |          | 10438/? [1:02:48<00:00,  2.77it/s]\nEpoch 0: |          | 10438/? [1:02:48<00:00,  2.77it/s]\nEpoch 0: |          | 10439/? [1:02:48<00:00,  2.77it/s]\nEpoch 0: |          | 10439/? [1:02:48<00:00,  2.77it/s]\nEpoch 0: |          | 10440/? [1:02:48<00:00,  2.77it/s]\nEpoch 0: |          | 10440/? [1:02:48<00:00,  2.77it/s]\nEpoch 0: |          | 10441/? [1:02:49<00:00,  2.77it/s]\nEpoch 0: |          | 10441/? [1:02:49<00:00,  2.77it/s]\nEpoch 0: |          | 10442/? [1:02:49<00:00,  2.77it/s]\nEpoch 0: |          | 10442/? [1:02:49<00:00,  2.77it/s]\nEpoch 0: |          | 10443/? [1:02:49<00:00,  2.77it/s]\nEpoch 0: |          | 10443/? [1:02:49<00:00,  2.77it/s]\nEpoch 0: |          | 10444/? [1:02:50<00:00,  2.77it/s]\nEpoch 0: |          | 10444/? [1:02:50<00:00,  2.77it/s]\nEpoch 0: |          | 10445/? [1:02:50<00:00,  2.77it/s]\nEpoch 0: |          | 10445/? [1:02:50<00:00,  2.77it/s]\nEpoch 0: |          | 10446/? [1:02:50<00:00,  2.77it/s]\nEpoch 0: |          | 10446/? [1:02:50<00:00,  2.77it/s]\nEpoch 0: |          | 10447/? [1:02:50<00:00,  2.77it/s]\nEpoch 0: |          | 10447/? [1:02:50<00:00,  2.77it/s]\nEpoch 0: |          | 10448/? [1:02:51<00:00,  2.77it/s]\nEpoch 0: |          | 10448/? [1:02:51<00:00,  2.77it/s]\nEpoch 0: |          | 10449/? [1:02:51<00:00,  2.77it/s]\nEpoch 0: |          | 10449/? [1:02:51<00:00,  2.77it/s]\nEpoch 0: |          | 10450/? [1:02:51<00:00,  2.77it/s]\nEpoch 0: |          | 10450/? [1:02:51<00:00,  2.77it/s]\nEpoch 0: |          | 10451/? [1:02:52<00:00,  2.77it/s]\nEpoch 0: |          | 10451/? [1:02:52<00:00,  2.77it/s]\nEpoch 0: |          | 10452/? [1:02:52<00:00,  2.77it/s]\nEpoch 0: |          | 10452/? [1:02:52<00:00,  2.77it/s]\nEpoch 0: |          | 10453/? [1:02:52<00:00,  2.77it/s]\nEpoch 0: |          | 10453/? [1:02:52<00:00,  2.77it/s]\nEpoch 0: |          | 10454/? [1:02:52<00:00,  2.77it/s]\nEpoch 0: |          | 10454/? [1:02:52<00:00,  2.77it/s]\nEpoch 0: |          | 10455/? [1:02:53<00:00,  2.77it/s]\nEpoch 0: |          | 10455/? [1:02:53<00:00,  2.77it/s]\nEpoch 0: |          | 10456/? [1:02:53<00:00,  2.77it/s]\nEpoch 0: |          | 10456/? [1:02:53<00:00,  2.77it/s]\nEpoch 0: |          | 10457/? [1:02:53<00:00,  2.77it/s]\nEpoch 0: |          | 10457/? [1:02:53<00:00,  2.77it/s]\nEpoch 0: |          | 10458/? [1:02:54<00:00,  2.77it/s]\nEpoch 0: |          | 10458/? [1:02:54<00:00,  2.77it/s]\nEpoch 0: |          | 10459/? [1:02:54<00:00,  2.77it/s]\nEpoch 0: |          | 10459/? [1:02:54<00:00,  2.77it/s]\nEpoch 0: |          | 10460/? [1:02:54<00:00,  2.77it/s]\nEpoch 0: |          | 10460/? [1:02:54<00:00,  2.77it/s]\nEpoch 0: |          | 10461/? [1:02:55<00:00,  2.77it/s]\nEpoch 0: |          | 10461/? [1:02:55<00:00,  2.77it/s]\nEpoch 0: |          | 10462/? [1:02:55<00:00,  2.77it/s]\nEpoch 0: |          | 10462/? [1:02:55<00:00,  2.77it/s]\nEpoch 0: |          | 10463/? [1:02:55<00:00,  2.77it/s]\nEpoch 0: |          | 10463/? [1:02:55<00:00,  2.77it/s]\nEpoch 0: |          | 10464/? [1:02:55<00:00,  2.77it/s]\nEpoch 0: |          | 10464/? [1:02:55<00:00,  2.77it/s]\nEpoch 0: |          | 10465/? [1:02:56<00:00,  2.77it/s]\nEpoch 0: |          | 10465/? [1:02:56<00:00,  2.77it/s]\nEpoch 0: |          | 10466/? [1:02:56<00:00,  2.77it/s]\nEpoch 0: |          | 10466/? [1:02:56<00:00,  2.77it/s]\nEpoch 0: |          | 10467/? [1:02:56<00:00,  2.77it/s]\nEpoch 0: |          | 10467/? [1:02:56<00:00,  2.77it/s]\nEpoch 0: |          | 10468/? [1:02:57<00:00,  2.77it/s]\nEpoch 0: |          | 10468/? [1:02:57<00:00,  2.77it/s]\nEpoch 0: |          | 10469/? [1:02:57<00:00,  2.77it/s]\nEpoch 0: |          | 10469/? [1:02:57<00:00,  2.77it/s]\nEpoch 0: |          | 10470/? [1:02:57<00:00,  2.77it/s]\nEpoch 0: |          | 10470/? [1:02:57<00:00,  2.77it/s]\nEpoch 0: |          | 10471/? [1:02:57<00:00,  2.77it/s]\nEpoch 0: |          | 10471/? [1:02:57<00:00,  2.77it/s]\nEpoch 0: |          | 10472/? [1:02:58<00:00,  2.77it/s]\nEpoch 0: |          | 10472/? [1:02:58<00:00,  2.77it/s]\nEpoch 0: |          | 10473/? [1:02:58<00:00,  2.77it/s]\nEpoch 0: |          | 10473/? [1:02:58<00:00,  2.77it/s]\nEpoch 0: |          | 10474/? [1:02:58<00:00,  2.77it/s]\nEpoch 0: |          | 10474/? [1:02:58<00:00,  2.77it/s]\nEpoch 0: |          | 10475/? [1:02:59<00:00,  2.77it/s]\nEpoch 0: |          | 10475/? [1:02:59<00:00,  2.77it/s]\nEpoch 0: |          | 10476/? [1:02:59<00:00,  2.77it/s]\nEpoch 0: |          | 10476/? [1:02:59<00:00,  2.77it/s]\nEpoch 0: |          | 10477/? [1:02:59<00:00,  2.77it/s]\nEpoch 0: |          | 10477/? [1:02:59<00:00,  2.77it/s]\nEpoch 0: |          | 10478/? [1:03:00<00:00,  2.77it/s]\nEpoch 0: |          | 10478/? [1:03:00<00:00,  2.77it/s]\nEpoch 0: |          | 10479/? [1:03:00<00:00,  2.77it/s]\nEpoch 0: |          | 10479/? [1:03:00<00:00,  2.77it/s]\nEpoch 0: |          | 10480/? [1:03:00<00:00,  2.77it/s]\nEpoch 0: |          | 10480/? [1:03:00<00:00,  2.77it/s]\nEpoch 0: |          | 10481/? [1:03:00<00:00,  2.77it/s]\nEpoch 0: |          | 10481/? [1:03:00<00:00,  2.77it/s]\nEpoch 0: |          | 10482/? [1:03:01<00:00,  2.77it/s]\nEpoch 0: |          | 10482/? [1:03:01<00:00,  2.77it/s]\nEpoch 0: |          | 10483/? [1:03:01<00:00,  2.77it/s]\nEpoch 0: |          | 10483/? [1:03:01<00:00,  2.77it/s]\nEpoch 0: |          | 10484/? [1:03:01<00:00,  2.77it/s]\nEpoch 0: |          | 10484/? [1:03:01<00:00,  2.77it/s]\nEpoch 0: |          | 10485/? [1:03:02<00:00,  2.77it/s]\nEpoch 0: |          | 10485/? [1:03:02<00:00,  2.77it/s]\nEpoch 0: |          | 10486/? [1:03:02<00:00,  2.77it/s]\nEpoch 0: |          | 10486/? [1:03:02<00:00,  2.77it/s]\nEpoch 0: |          | 10487/? [1:03:02<00:00,  2.77it/s]\nEpoch 0: |          | 10487/? [1:03:02<00:00,  2.77it/s]\nEpoch 0: |          | 10488/? [1:03:03<00:00,  2.77it/s]\nEpoch 0: |          | 10488/? [1:03:03<00:00,  2.77it/s]\nEpoch 0: |          | 10489/? [1:03:03<00:00,  2.77it/s]\nEpoch 0: |          | 10489/? [1:03:03<00:00,  2.77it/s]\nEpoch 0: |          | 10490/? [1:03:03<00:00,  2.77it/s]\nEpoch 0: |          | 10490/? [1:03:03<00:00,  2.77it/s]\nEpoch 0: |          | 10491/? [1:03:03<00:00,  2.77it/s]\nEpoch 0: |          | 10491/? [1:03:03<00:00,  2.77it/s]\nEpoch 0: |          | 10492/? [1:03:04<00:00,  2.77it/s]\nEpoch 0: |          | 10492/? [1:03:04<00:00,  2.77it/s]\nEpoch 0: |          | 10493/? [1:03:04<00:00,  2.77it/s]\nEpoch 0: |          | 10493/? [1:03:04<00:00,  2.77it/s]\nEpoch 0: |          | 10494/? [1:03:04<00:00,  2.77it/s]\nEpoch 0: |          | 10494/? [1:03:04<00:00,  2.77it/s]\nEpoch 0: |          | 10495/? [1:03:05<00:00,  2.77it/s]\nEpoch 0: |          | 10495/? [1:03:05<00:00,  2.77it/s]\nEpoch 0: |          | 10496/? [1:03:05<00:00,  2.77it/s]\nEpoch 0: |          | 10496/? [1:03:05<00:00,  2.77it/s]\nEpoch 0: |          | 10497/? [1:03:05<00:00,  2.77it/s]\nEpoch 0: |          | 10497/? [1:03:05<00:00,  2.77it/s]\nEpoch 0: |          | 10498/? [1:03:05<00:00,  2.77it/s]\nEpoch 0: |          | 10498/? [1:03:05<00:00,  2.77it/s]\nEpoch 0: |          | 10499/? [1:03:06<00:00,  2.77it/s]\nEpoch 0: |          | 10499/? [1:03:06<00:00,  2.77it/s]\nEpoch 0: |          | 10500/? [1:03:06<00:00,  2.77it/s]\nEpoch 0: |          | 10500/? [1:03:06<00:00,  2.77it/s]\nEpoch 0: |          | 10501/? [1:03:06<00:00,  2.77it/s]\nEpoch 0: |          | 10501/? [1:03:06<00:00,  2.77it/s]\nEpoch 0: |          | 10502/? [1:03:07<00:00,  2.77it/s]\nEpoch 0: |          | 10502/? [1:03:07<00:00,  2.77it/s]\nEpoch 0: |          | 10503/? [1:03:07<00:00,  2.77it/s]\nEpoch 0: |          | 10503/? [1:03:07<00:00,  2.77it/s]\nEpoch 0: |          | 10504/? [1:03:07<00:00,  2.77it/s]\nEpoch 0: |          | 10504/? [1:03:07<00:00,  2.77it/s]\nEpoch 0: |          | 10505/? [1:03:08<00:00,  2.77it/s]\nEpoch 0: |          | 10505/? [1:03:08<00:00,  2.77it/s]\nEpoch 0: |          | 10506/? [1:03:08<00:00,  2.77it/s]\nEpoch 0: |          | 10506/? [1:03:08<00:00,  2.77it/s]\nEpoch 0: |          | 10507/? [1:03:08<00:00,  2.77it/s]\nEpoch 0: |          | 10507/? [1:03:08<00:00,  2.77it/s]\nEpoch 0: |          | 10508/? [1:03:08<00:00,  2.77it/s]\nEpoch 0: |          | 10508/? [1:03:08<00:00,  2.77it/s]\nEpoch 0: |          | 10509/? [1:03:09<00:00,  2.77it/s]\nEpoch 0: |          | 10509/? [1:03:09<00:00,  2.77it/s]\nEpoch 0: |          | 10510/? [1:03:09<00:00,  2.77it/s]\nEpoch 0: |          | 10510/? [1:03:09<00:00,  2.77it/s]\nEpoch 0: |          | 10511/? [1:03:09<00:00,  2.77it/s]\nEpoch 0: |          | 10511/? [1:03:09<00:00,  2.77it/s]\nEpoch 0: |          | 10512/? [1:03:10<00:00,  2.77it/s]\nEpoch 0: |          | 10512/? [1:03:10<00:00,  2.77it/s]\nEpoch 0: |          | 10513/? [1:03:10<00:00,  2.77it/s]\nEpoch 0: |          | 10513/? [1:03:10<00:00,  2.77it/s]\nEpoch 0: |          | 10514/? [1:03:10<00:00,  2.77it/s]\nEpoch 0: |          | 10514/? [1:03:10<00:00,  2.77it/s]\nEpoch 0: |          | 10515/? [1:03:10<00:00,  2.77it/s]\nEpoch 0: |          | 10515/? [1:03:10<00:00,  2.77it/s]\nEpoch 0: |          | 10516/? [1:03:11<00:00,  2.77it/s]\nEpoch 0: |          | 10516/? [1:03:11<00:00,  2.77it/s]\nEpoch 0: |          | 10517/? [1:03:11<00:00,  2.77it/s]\nEpoch 0: |          | 10517/? [1:03:11<00:00,  2.77it/s]\nEpoch 0: |          | 10518/? [1:03:11<00:00,  2.77it/s]\nEpoch 0: |          | 10518/? [1:03:11<00:00,  2.77it/s]\nEpoch 0: |          | 10519/? [1:03:12<00:00,  2.77it/s]\nEpoch 0: |          | 10519/? [1:03:12<00:00,  2.77it/s]\nEpoch 0: |          | 10520/? [1:03:12<00:00,  2.77it/s]\nEpoch 0: |          | 10520/? [1:03:12<00:00,  2.77it/s]\nEpoch 0: |          | 10521/? [1:03:12<00:00,  2.77it/s]\nEpoch 0: |          | 10521/? [1:03:12<00:00,  2.77it/s]\nEpoch 0: |          | 10522/? [1:03:13<00:00,  2.77it/s]\nEpoch 0: |          | 10522/? [1:03:13<00:00,  2.77it/s]\nEpoch 0: |          | 10523/? [1:03:13<00:00,  2.77it/s]\nEpoch 0: |          | 10523/? [1:03:13<00:00,  2.77it/s]\nEpoch 0: |          | 10524/? [1:03:13<00:00,  2.77it/s]\nEpoch 0: |          | 10524/? [1:03:13<00:00,  2.77it/s]\nEpoch 0: |          | 10525/? [1:03:13<00:00,  2.77it/s]\nEpoch 0: |          | 10525/? [1:03:13<00:00,  2.77it/s]\nEpoch 0: |          | 10526/? [1:03:14<00:00,  2.77it/s]\nEpoch 0: |          | 10526/? [1:03:14<00:00,  2.77it/s]\nEpoch 0: |          | 10527/? [1:03:14<00:00,  2.77it/s]\nEpoch 0: |          | 10527/? [1:03:14<00:00,  2.77it/s]\nEpoch 0: |          | 10528/? [1:03:14<00:00,  2.77it/s]\nEpoch 0: |          | 10528/? [1:03:14<00:00,  2.77it/s]\nEpoch 0: |          | 10529/? [1:03:15<00:00,  2.77it/s]\nEpoch 0: |          | 10529/? [1:03:15<00:00,  2.77it/s]\nEpoch 0: |          | 10530/? [1:03:15<00:00,  2.77it/s]\nEpoch 0: |          | 10530/? [1:03:15<00:00,  2.77it/s]\nEpoch 0: |          | 10531/? [1:03:15<00:00,  2.77it/s]\nEpoch 0: |          | 10531/? [1:03:15<00:00,  2.77it/s]\nEpoch 0: |          | 10532/? [1:03:15<00:00,  2.77it/s]\nEpoch 0: |          | 10532/? [1:03:15<00:00,  2.77it/s]\nEpoch 0: |          | 10533/? [1:03:16<00:00,  2.77it/s]\nEpoch 0: |          | 10533/? [1:03:16<00:00,  2.77it/s]\nEpoch 0: |          | 10534/? [1:03:16<00:00,  2.77it/s]\nEpoch 0: |          | 10534/? [1:03:16<00:00,  2.77it/s]\nEpoch 0: |          | 10535/? [1:03:16<00:00,  2.77it/s]\nEpoch 0: |          | 10535/? [1:03:16<00:00,  2.77it/s]\nEpoch 0: |          | 10536/? [1:03:17<00:00,  2.77it/s]\nEpoch 0: |          | 10536/? [1:03:17<00:00,  2.77it/s]\nEpoch 0: |          | 10537/? [1:03:17<00:00,  2.77it/s]\nEpoch 0: |          | 10537/? [1:03:17<00:00,  2.77it/s]\nEpoch 0: |          | 10538/? [1:03:17<00:00,  2.77it/s]\nEpoch 0: |          | 10538/? [1:03:17<00:00,  2.77it/s]\nEpoch 0: |          | 10539/? [1:03:17<00:00,  2.77it/s]\nEpoch 0: |          | 10539/? [1:03:17<00:00,  2.77it/s]\nEpoch 0: |          | 10540/? [1:03:18<00:00,  2.77it/s]\nEpoch 0: |          | 10540/? [1:03:18<00:00,  2.77it/s]\nEpoch 0: |          | 10541/? [1:03:18<00:00,  2.78it/s]\nEpoch 0: |          | 10541/? [1:03:18<00:00,  2.78it/s]\nEpoch 0: |          | 10542/? [1:03:18<00:00,  2.78it/s]\nEpoch 0: |          | 10542/? [1:03:18<00:00,  2.78it/s]\nEpoch 0: |          | 10543/? [1:03:19<00:00,  2.78it/s]\nEpoch 0: |          | 10543/? [1:03:19<00:00,  2.78it/s]\nEpoch 0: |          | 10544/? [1:03:19<00:00,  2.78it/s]\nEpoch 0: |          | 10544/? [1:03:19<00:00,  2.78it/s]\nEpoch 0: |          | 10545/? [1:03:19<00:00,  2.78it/s]\nEpoch 0: |          | 10545/? [1:03:19<00:00,  2.78it/s]\nEpoch 0: |          | 10546/? [1:03:20<00:00,  2.78it/s]\nEpoch 0: |          | 10546/? [1:03:20<00:00,  2.78it/s]\nEpoch 0: |          | 10547/? [1:03:20<00:00,  2.78it/s]\nEpoch 0: |          | 10547/? [1:03:20<00:00,  2.78it/s]\nEpoch 0: |          | 10548/? [1:03:20<00:00,  2.78it/s]\nEpoch 0: |          | 10548/? [1:03:20<00:00,  2.78it/s]\nEpoch 0: |          | 10549/? [1:03:20<00:00,  2.78it/s]\nEpoch 0: |          | 10549/? [1:03:20<00:00,  2.78it/s]\nEpoch 0: |          | 10550/? [1:03:21<00:00,  2.78it/s]\nEpoch 0: |          | 10550/? [1:03:21<00:00,  2.78it/s]\nEpoch 0: |          | 10551/? [1:03:21<00:00,  2.78it/s]\nEpoch 0: |          | 10551/? [1:03:21<00:00,  2.78it/s]\nEpoch 0: |          | 10552/? [1:03:21<00:00,  2.78it/s]\nEpoch 0: |          | 10552/? [1:03:21<00:00,  2.78it/s]\nEpoch 0: |          | 10553/? [1:03:22<00:00,  2.78it/s]\nEpoch 0: |          | 10553/? [1:03:22<00:00,  2.78it/s]\nEpoch 0: |          | 10554/? [1:03:22<00:00,  2.78it/s]\nEpoch 0: |          | 10554/? [1:03:22<00:00,  2.78it/s]\nEpoch 0: |          | 10555/? [1:03:22<00:00,  2.78it/s]\nEpoch 0: |          | 10555/? [1:03:22<00:00,  2.78it/s]\nEpoch 0: |          | 10556/? [1:03:23<00:00,  2.78it/s]\nEpoch 0: |          | 10556/? [1:03:23<00:00,  2.78it/s]\nEpoch 0: |          | 10557/? [1:03:23<00:00,  2.78it/s]\nEpoch 0: |          | 10557/? [1:03:23<00:00,  2.78it/s]\nEpoch 0: |          | 10558/? [1:03:23<00:00,  2.78it/s]\nEpoch 0: |          | 10558/? [1:03:23<00:00,  2.78it/s]\nEpoch 0: |          | 10559/? [1:03:23<00:00,  2.78it/s]\nEpoch 0: |          | 10559/? [1:03:23<00:00,  2.78it/s]\nEpoch 0: |          | 10560/? [1:03:24<00:00,  2.78it/s]\nEpoch 0: |          | 10560/? [1:03:24<00:00,  2.78it/s]\nEpoch 0: |          | 10561/? [1:03:24<00:00,  2.78it/s]\nEpoch 0: |          | 10561/? [1:03:24<00:00,  2.78it/s]\nEpoch 0: |          | 10562/? [1:03:24<00:00,  2.78it/s]\nEpoch 0: |          | 10562/? [1:03:24<00:00,  2.78it/s]\nEpoch 0: |          | 10563/? [1:03:25<00:00,  2.78it/s]\nEpoch 0: |          | 10563/? [1:03:25<00:00,  2.78it/s]\nEpoch 0: |          | 10564/? [1:03:25<00:00,  2.78it/s]\nEpoch 0: |          | 10564/? [1:03:25<00:00,  2.78it/s]\nEpoch 0: |          | 10565/? [1:03:25<00:00,  2.78it/s]\nEpoch 0: |          | 10565/? [1:03:25<00:00,  2.78it/s]\nEpoch 0: |          | 10566/? [1:03:25<00:00,  2.78it/s]\nEpoch 0: |          | 10566/? [1:03:25<00:00,  2.78it/s]\nEpoch 0: |          | 10567/? [1:03:26<00:00,  2.78it/s]\nEpoch 0: |          | 10567/? [1:03:26<00:00,  2.78it/s]\nEpoch 0: |          | 10568/? [1:03:26<00:00,  2.78it/s]\nEpoch 0: |          | 10568/? [1:03:26<00:00,  2.78it/s]\nEpoch 0: |          | 10569/? [1:03:26<00:00,  2.78it/s]\nEpoch 0: |          | 10569/? [1:03:26<00:00,  2.78it/s]\nEpoch 0: |          | 10570/? [1:03:27<00:00,  2.78it/s]\nEpoch 0: |          | 10570/? [1:03:27<00:00,  2.78it/s]\nEpoch 0: |          | 10571/? [1:03:27<00:00,  2.78it/s]\nEpoch 0: |          | 10571/? [1:03:27<00:00,  2.78it/s]\nEpoch 0: |          | 10572/? [1:03:27<00:00,  2.78it/s]\nEpoch 0: |          | 10572/? [1:03:27<00:00,  2.78it/s]\nEpoch 0: |          | 10573/? [1:03:27<00:00,  2.78it/s]\nEpoch 0: |          | 10573/? [1:03:27<00:00,  2.78it/s]\nEpoch 0: |          | 10574/? [1:03:28<00:00,  2.78it/s]\nEpoch 0: |          | 10574/? [1:03:28<00:00,  2.78it/s]\nEpoch 0: |          | 10575/? [1:03:28<00:00,  2.78it/s]\nEpoch 0: |          | 10575/? [1:03:28<00:00,  2.78it/s]\nEpoch 0: |          | 10576/? [1:03:28<00:00,  2.78it/s]\nEpoch 0: |          | 10576/? [1:03:28<00:00,  2.78it/s]\nEpoch 0: |          | 10577/? [1:03:29<00:00,  2.78it/s]\nEpoch 0: |          | 10577/? [1:03:29<00:00,  2.78it/s]\nEpoch 0: |          | 10578/? [1:03:29<00:00,  2.78it/s]\nEpoch 0: |          | 10578/? [1:03:29<00:00,  2.78it/s]\nEpoch 0: |          | 10579/? [1:03:29<00:00,  2.78it/s]\nEpoch 0: |          | 10579/? [1:03:29<00:00,  2.78it/s]\nEpoch 0: |          | 10580/? [1:03:30<00:00,  2.78it/s]\nEpoch 0: |          | 10580/? [1:03:30<00:00,  2.78it/s]\nEpoch 0: |          | 10581/? [1:03:30<00:00,  2.78it/s]\nEpoch 0: |          | 10581/? [1:03:30<00:00,  2.78it/s]\nEpoch 0: |          | 10582/? [1:03:30<00:00,  2.78it/s]\nEpoch 0: |          | 10582/? [1:03:30<00:00,  2.78it/s]\nEpoch 0: |          | 10583/? [1:03:30<00:00,  2.78it/s]\nEpoch 0: |          | 10583/? [1:03:30<00:00,  2.78it/s]\nEpoch 0: |          | 10584/? [1:03:31<00:00,  2.78it/s]\nEpoch 0: |          | 10584/? [1:03:31<00:00,  2.78it/s]\nEpoch 0: |          | 10585/? [1:03:31<00:00,  2.78it/s]\nEpoch 0: |          | 10585/? [1:03:31<00:00,  2.78it/s]\nEpoch 0: |          | 10586/? [1:03:31<00:00,  2.78it/s]\nEpoch 0: |          | 10586/? [1:03:31<00:00,  2.78it/s]\nEpoch 0: |          | 10587/? [1:03:32<00:00,  2.78it/s]\nEpoch 0: |          | 10587/? [1:03:32<00:00,  2.78it/s]\nEpoch 0: |          | 10588/? [1:03:32<00:00,  2.78it/s]\nEpoch 0: |          | 10588/? [1:03:32<00:00,  2.78it/s]\nEpoch 0: |          | 10589/? [1:03:32<00:00,  2.78it/s]\nEpoch 0: |          | 10589/? [1:03:32<00:00,  2.78it/s]\nEpoch 0: |          | 10590/? [1:03:33<00:00,  2.78it/s]\nEpoch 0: |          | 10590/? [1:03:33<00:00,  2.78it/s]\nEpoch 0: |          | 10591/? [1:03:33<00:00,  2.78it/s]\nEpoch 0: |          | 10591/? [1:03:33<00:00,  2.78it/s]\nEpoch 0: |          | 10592/? [1:03:33<00:00,  2.78it/s]\nEpoch 0: |          | 10592/? [1:03:33<00:00,  2.78it/s]\nEpoch 0: |          | 10593/? [1:03:33<00:00,  2.78it/s]\nEpoch 0: |          | 10593/? [1:03:33<00:00,  2.78it/s]\nEpoch 0: |          | 10594/? [1:03:34<00:00,  2.78it/s]\nEpoch 0: |          | 10594/? [1:03:34<00:00,  2.78it/s]\nEpoch 0: |          | 10595/? [1:03:34<00:00,  2.78it/s]\nEpoch 0: |          | 10595/? [1:03:34<00:00,  2.78it/s]\nEpoch 0: |          | 10596/? [1:03:34<00:00,  2.78it/s]\nEpoch 0: |          | 10596/? [1:03:34<00:00,  2.78it/s]\nEpoch 0: |          | 10597/? [1:03:35<00:00,  2.78it/s]\nEpoch 0: |          | 10597/? [1:03:35<00:00,  2.78it/s]\nEpoch 0: |          | 10598/? [1:03:35<00:00,  2.78it/s]\nEpoch 0: |          | 10598/? [1:03:35<00:00,  2.78it/s]\nEpoch 0: |          | 10599/? [1:03:35<00:00,  2.78it/s]\nEpoch 0: |          | 10599/? [1:03:35<00:00,  2.78it/s]\nEpoch 0: |          | 10600/? [1:03:36<00:00,  2.78it/s]\nEpoch 0: |          | 10600/? [1:03:36<00:00,  2.78it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.95it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 16.33it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.89it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 16.03it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 10600/? [1:03:36<00:00,  2.78it/s]\nEpoch 0: |          | 10601/? [1:03:36<00:00,  2.78it/s]\nEpoch 0: |          | 10601/? [1:03:36<00:00,  2.78it/s]\nEpoch 0: |          | 10602/? [1:03:36<00:00,  2.78it/s]\nEpoch 0: |          | 10602/? [1:03:36<00:00,  2.78it/s]\nEpoch 0: |          | 10603/? [1:03:37<00:00,  2.78it/s]\nEpoch 0: |          | 10603/? [1:03:37<00:00,  2.78it/s]\nEpoch 0: |          | 10604/? [1:03:37<00:00,  2.78it/s]\nEpoch 0: |          | 10604/? [1:03:37<00:00,  2.78it/s]\nEpoch 0: |          | 10605/? [1:03:37<00:00,  2.78it/s]\nEpoch 0: |          | 10605/? [1:03:37<00:00,  2.78it/s]\nEpoch 0: |          | 10606/? [1:03:38<00:00,  2.78it/s]\nEpoch 0: |          | 10606/? [1:03:38<00:00,  2.78it/s]\nEpoch 0: |          | 10607/? [1:03:38<00:00,  2.78it/s]\nEpoch 0: |          | 10607/? [1:03:38<00:00,  2.78it/s]\nEpoch 0: |          | 10608/? [1:03:38<00:00,  2.78it/s]\nEpoch 0: |          | 10608/? [1:03:38<00:00,  2.78it/s]\nEpoch 0: |          | 10609/? [1:03:39<00:00,  2.78it/s]\nEpoch 0: |          | 10609/? [1:03:39<00:00,  2.78it/s]\nEpoch 0: |          | 10610/? [1:03:39<00:00,  2.78it/s]\nEpoch 0: |          | 10610/? [1:03:39<00:00,  2.78it/s]\nEpoch 0: |          | 10611/? [1:03:39<00:00,  2.78it/s]\nEpoch 0: |          | 10611/? [1:03:39<00:00,  2.78it/s]\nEpoch 0: |          | 10612/? [1:03:40<00:00,  2.78it/s]\nEpoch 0: |          | 10612/? [1:03:40<00:00,  2.78it/s]\nEpoch 0: |          | 10613/? [1:03:40<00:00,  2.78it/s]\nEpoch 0: |          | 10613/? [1:03:40<00:00,  2.78it/s]\nEpoch 0: |          | 10614/? [1:03:40<00:00,  2.78it/s]\nEpoch 0: |          | 10614/? [1:03:40<00:00,  2.78it/s]\nEpoch 0: |          | 10615/? [1:03:40<00:00,  2.78it/s]\nEpoch 0: |          | 10615/? [1:03:40<00:00,  2.78it/s]\nEpoch 0: |          | 10616/? [1:03:41<00:00,  2.78it/s]\nEpoch 0: |          | 10616/? [1:03:41<00:00,  2.78it/s]\nEpoch 0: |          | 10617/? [1:03:41<00:00,  2.78it/s]\nEpoch 0: |          | 10617/? [1:03:41<00:00,  2.78it/s]\nEpoch 0: |          | 10618/? [1:03:41<00:00,  2.78it/s]\nEpoch 0: |          | 10618/? [1:03:41<00:00,  2.78it/s]\nEpoch 0: |          | 10619/? [1:03:42<00:00,  2.78it/s]\nEpoch 0: |          | 10619/? [1:03:42<00:00,  2.78it/s]\nEpoch 0: |          | 10620/? [1:03:42<00:00,  2.78it/s]\nEpoch 0: |          | 10620/? [1:03:42<00:00,  2.78it/s]\nEpoch 0: |          | 10621/? [1:03:42<00:00,  2.78it/s]\nEpoch 0: |          | 10621/? [1:03:42<00:00,  2.78it/s]\nEpoch 0: |          | 10622/? [1:03:42<00:00,  2.78it/s]\nEpoch 0: |          | 10622/? [1:03:42<00:00,  2.78it/s]\nEpoch 0: |          | 10623/? [1:03:43<00:00,  2.78it/s]\nEpoch 0: |          | 10623/? [1:03:43<00:00,  2.78it/s]\nEpoch 0: |          | 10624/? [1:03:43<00:00,  2.78it/s]\nEpoch 0: |          | 10624/? [1:03:43<00:00,  2.78it/s]\nEpoch 0: |          | 10625/? [1:03:43<00:00,  2.78it/s]\nEpoch 0: |          | 10625/? [1:03:43<00:00,  2.78it/s]\nEpoch 0: |          | 10626/? [1:03:44<00:00,  2.78it/s]\nEpoch 0: |          | 10626/? [1:03:44<00:00,  2.78it/s]\nEpoch 0: |          | 10627/? [1:03:44<00:00,  2.78it/s]\nEpoch 0: |          | 10627/? [1:03:44<00:00,  2.78it/s]\nEpoch 0: |          | 10628/? [1:03:44<00:00,  2.78it/s]\nEpoch 0: |          | 10628/? [1:03:44<00:00,  2.78it/s]\nEpoch 0: |          | 10629/? [1:03:45<00:00,  2.78it/s]\nEpoch 0: |          | 10629/? [1:03:45<00:00,  2.78it/s]\nEpoch 0: |          | 10630/? [1:03:45<00:00,  2.78it/s]\nEpoch 0: |          | 10630/? [1:03:45<00:00,  2.78it/s]\nEpoch 0: |          | 10631/? [1:03:45<00:00,  2.78it/s]\nEpoch 0: |          | 10631/? [1:03:45<00:00,  2.78it/s]\nEpoch 0: |          | 10632/? [1:03:45<00:00,  2.78it/s]\nEpoch 0: |          | 10632/? [1:03:45<00:00,  2.78it/s]\nEpoch 0: |          | 10633/? [1:03:46<00:00,  2.78it/s]\nEpoch 0: |          | 10633/? [1:03:46<00:00,  2.78it/s]\nEpoch 0: |          | 10634/? [1:03:46<00:00,  2.78it/s]\nEpoch 0: |          | 10634/? [1:03:46<00:00,  2.78it/s]\nEpoch 0: |          | 10635/? [1:03:46<00:00,  2.78it/s]\nEpoch 0: |          | 10635/? [1:03:46<00:00,  2.78it/s]\nEpoch 0: |          | 10636/? [1:03:47<00:00,  2.78it/s]\nEpoch 0: |          | 10636/? [1:03:47<00:00,  2.78it/s]\nEpoch 0: |          | 10637/? [1:03:47<00:00,  2.78it/s]\nEpoch 0: |          | 10637/? [1:03:47<00:00,  2.78it/s]\nEpoch 0: |          | 10638/? [1:03:47<00:00,  2.78it/s]\nEpoch 0: |          | 10638/? [1:03:47<00:00,  2.78it/s]\nEpoch 0: |          | 10639/? [1:03:47<00:00,  2.78it/s]\nEpoch 0: |          | 10639/? [1:03:47<00:00,  2.78it/s]\nEpoch 0: |          | 10640/? [1:03:48<00:00,  2.78it/s]\nEpoch 0: |          | 10640/? [1:03:48<00:00,  2.78it/s]\nEpoch 0: |          | 10641/? [1:03:48<00:00,  2.78it/s]\nEpoch 0: |          | 10641/? [1:03:48<00:00,  2.78it/s]\nEpoch 0: |          | 10642/? [1:03:48<00:00,  2.78it/s]\nEpoch 0: |          | 10642/? [1:03:48<00:00,  2.78it/s]\nEpoch 0: |          | 10643/? [1:03:49<00:00,  2.78it/s]\nEpoch 0: |          | 10643/? [1:03:49<00:00,  2.78it/s]\nEpoch 0: |          | 10644/? [1:03:49<00:00,  2.78it/s]\nEpoch 0: |          | 10644/? [1:03:49<00:00,  2.78it/s]\nEpoch 0: |          | 10645/? [1:03:49<00:00,  2.78it/s]\nEpoch 0: |          | 10645/? [1:03:49<00:00,  2.78it/s]\nEpoch 0: |          | 10646/? [1:03:50<00:00,  2.78it/s]\nEpoch 0: |          | 10646/? [1:03:50<00:00,  2.78it/s]\nEpoch 0: |          | 10647/? [1:03:50<00:00,  2.78it/s]\nEpoch 0: |          | 10647/? [1:03:50<00:00,  2.78it/s]\nEpoch 0: |          | 10648/? [1:03:50<00:00,  2.78it/s]\nEpoch 0: |          | 10648/? [1:03:50<00:00,  2.78it/s]\nEpoch 0: |          | 10649/? [1:03:50<00:00,  2.78it/s]\nEpoch 0: |          | 10649/? [1:03:50<00:00,  2.78it/s]\nEpoch 0: |          | 10650/? [1:03:51<00:00,  2.78it/s]\nEpoch 0: |          | 10650/? [1:03:51<00:00,  2.78it/s]\nEpoch 0: |          | 10651/? [1:03:51<00:00,  2.78it/s]\nEpoch 0: |          | 10651/? [1:03:51<00:00,  2.78it/s]\nEpoch 0: |          | 10652/? [1:03:51<00:00,  2.78it/s]\nEpoch 0: |          | 10652/? [1:03:51<00:00,  2.78it/s]\nEpoch 0: |          | 10653/? [1:03:52<00:00,  2.78it/s]\nEpoch 0: |          | 10653/? [1:03:52<00:00,  2.78it/s]\nEpoch 0: |          | 10654/? [1:03:52<00:00,  2.78it/s]\nEpoch 0: |          | 10654/? [1:03:52<00:00,  2.78it/s]\nEpoch 0: |          | 10655/? [1:03:52<00:00,  2.78it/s]\nEpoch 0: |          | 10655/? [1:03:52<00:00,  2.78it/s]\nEpoch 0: |          | 10656/? [1:03:53<00:00,  2.78it/s]\nEpoch 0: |          | 10656/? [1:03:53<00:00,  2.78it/s]\nEpoch 0: |          | 10657/? [1:03:53<00:00,  2.78it/s]\nEpoch 0: |          | 10657/? [1:03:53<00:00,  2.78it/s]\nEpoch 0: |          | 10658/? [1:03:53<00:00,  2.78it/s]\nEpoch 0: |          | 10658/? [1:03:53<00:00,  2.78it/s]\nEpoch 0: |          | 10659/? [1:03:53<00:00,  2.78it/s]\nEpoch 0: |          | 10659/? [1:03:53<00:00,  2.78it/s]\nEpoch 0: |          | 10660/? [1:03:54<00:00,  2.78it/s]\nEpoch 0: |          | 10660/? [1:03:54<00:00,  2.78it/s]\nEpoch 0: |          | 10661/? [1:03:54<00:00,  2.78it/s]\nEpoch 0: |          | 10661/? [1:03:54<00:00,  2.78it/s]\nEpoch 0: |          | 10662/? [1:03:54<00:00,  2.78it/s]\nEpoch 0: |          | 10662/? [1:03:54<00:00,  2.78it/s]\nEpoch 0: |          | 10663/? [1:03:55<00:00,  2.78it/s]\nEpoch 0: |          | 10663/? [1:03:55<00:00,  2.78it/s]\nEpoch 0: |          | 10664/? [1:03:55<00:00,  2.78it/s]\nEpoch 0: |          | 10664/? [1:03:55<00:00,  2.78it/s]\nEpoch 0: |          | 10665/? [1:03:55<00:00,  2.78it/s]\nEpoch 0: |          | 10665/? [1:03:55<00:00,  2.78it/s]\nEpoch 0: |          | 10666/? [1:03:56<00:00,  2.78it/s]\nEpoch 0: |          | 10666/? [1:03:56<00:00,  2.78it/s]\nEpoch 0: |          | 10667/? [1:03:56<00:00,  2.78it/s]\nEpoch 0: |          | 10667/? [1:03:56<00:00,  2.78it/s]\nEpoch 0: |          | 10668/? [1:03:56<00:00,  2.78it/s]\nEpoch 0: |          | 10668/? [1:03:56<00:00,  2.78it/s]\nEpoch 0: |          | 10669/? [1:03:56<00:00,  2.78it/s]\nEpoch 0: |          | 10669/? [1:03:56<00:00,  2.78it/s]\nEpoch 0: |          | 10670/? [1:03:57<00:00,  2.78it/s]\nEpoch 0: |          | 10670/? [1:03:57<00:00,  2.78it/s]\nEpoch 0: |          | 10671/? [1:03:57<00:00,  2.78it/s]\nEpoch 0: |          | 10671/? [1:03:57<00:00,  2.78it/s]\nEpoch 0: |          | 10672/? [1:03:57<00:00,  2.78it/s]\nEpoch 0: |          | 10672/? [1:03:57<00:00,  2.78it/s]\nEpoch 0: |          | 10673/? [1:03:58<00:00,  2.78it/s]\nEpoch 0: |          | 10673/? [1:03:58<00:00,  2.78it/s]\nEpoch 0: |          | 10674/? [1:03:58<00:00,  2.78it/s]\nEpoch 0: |          | 10674/? [1:03:58<00:00,  2.78it/s]\nEpoch 0: |          | 10675/? [1:03:58<00:00,  2.78it/s]\nEpoch 0: |          | 10675/? [1:03:58<00:00,  2.78it/s]\nEpoch 0: |          | 10676/? [1:03:59<00:00,  2.78it/s]\nEpoch 0: |          | 10676/? [1:03:59<00:00,  2.78it/s]\nEpoch 0: |          | 10677/? [1:03:59<00:00,  2.78it/s]\nEpoch 0: |          | 10677/? [1:03:59<00:00,  2.78it/s]\nEpoch 0: |          | 10678/? [1:03:59<00:00,  2.78it/s]\nEpoch 0: |          | 10678/? [1:03:59<00:00,  2.78it/s]\nEpoch 0: |          | 10679/? [1:03:59<00:00,  2.78it/s]\nEpoch 0: |          | 10679/? [1:03:59<00:00,  2.78it/s]\nEpoch 0: |          | 10680/? [1:04:00<00:00,  2.78it/s]\nEpoch 0: |          | 10680/? [1:04:00<00:00,  2.78it/s]\nEpoch 0: |          | 10681/? [1:04:00<00:00,  2.78it/s]\nEpoch 0: |          | 10681/? [1:04:00<00:00,  2.78it/s]\nEpoch 0: |          | 10682/? [1:04:00<00:00,  2.78it/s]\nEpoch 0: |          | 10682/? [1:04:00<00:00,  2.78it/s]\nEpoch 0: |          | 10683/? [1:04:01<00:00,  2.78it/s]\nEpoch 0: |          | 10683/? [1:04:01<00:00,  2.78it/s]\nEpoch 0: |          | 10684/? [1:04:01<00:00,  2.78it/s]\nEpoch 0: |          | 10684/? [1:04:01<00:00,  2.78it/s]\nEpoch 0: |          | 10685/? [1:04:01<00:00,  2.78it/s]\nEpoch 0: |          | 10685/? [1:04:01<00:00,  2.78it/s]\nEpoch 0: |          | 10686/? [1:04:02<00:00,  2.78it/s]\nEpoch 0: |          | 10686/? [1:04:02<00:00,  2.78it/s]\nEpoch 0: |          | 10687/? [1:04:02<00:00,  2.78it/s]\nEpoch 0: |          | 10687/? [1:04:02<00:00,  2.78it/s]\nEpoch 0: |          | 10688/? [1:04:02<00:00,  2.78it/s]\nEpoch 0: |          | 10688/? [1:04:02<00:00,  2.78it/s]\nEpoch 0: |          | 10689/? [1:04:02<00:00,  2.78it/s]\nEpoch 0: |          | 10689/? [1:04:02<00:00,  2.78it/s]\nEpoch 0: |          | 10690/? [1:04:03<00:00,  2.78it/s]\nEpoch 0: |          | 10690/? [1:04:03<00:00,  2.78it/s]\nEpoch 0: |          | 10691/? [1:04:03<00:00,  2.78it/s]\nEpoch 0: |          | 10691/? [1:04:03<00:00,  2.78it/s]\nEpoch 0: |          | 10692/? [1:04:03<00:00,  2.78it/s]\nEpoch 0: |          | 10692/? [1:04:03<00:00,  2.78it/s]\nEpoch 0: |          | 10693/? [1:04:04<00:00,  2.78it/s]\nEpoch 0: |          | 10693/? [1:04:04<00:00,  2.78it/s]\nEpoch 0: |          | 10694/? [1:04:04<00:00,  2.78it/s]\nEpoch 0: |          | 10694/? [1:04:04<00:00,  2.78it/s]\nEpoch 0: |          | 10695/? [1:04:04<00:00,  2.78it/s]\nEpoch 0: |          | 10695/? [1:04:04<00:00,  2.78it/s]\nEpoch 0: |          | 10696/? [1:04:05<00:00,  2.78it/s]\nEpoch 0: |          | 10696/? [1:04:05<00:00,  2.78it/s]\nEpoch 0: |          | 10697/? [1:04:05<00:00,  2.78it/s]\nEpoch 0: |          | 10697/? [1:04:05<00:00,  2.78it/s]\nEpoch 0: |          | 10698/? [1:04:05<00:00,  2.78it/s]\nEpoch 0: |          | 10698/? [1:04:05<00:00,  2.78it/s]\nEpoch 0: |          | 10699/? [1:04:05<00:00,  2.78it/s]\nEpoch 0: |          | 10699/? [1:04:05<00:00,  2.78it/s]\nEpoch 0: |          | 10700/? [1:04:06<00:00,  2.78it/s]\nEpoch 0: |          | 10700/? [1:04:06<00:00,  2.78it/s]\nEpoch 0: |          | 10701/? [1:04:06<00:00,  2.78it/s]\nEpoch 0: |          | 10701/? [1:04:06<00:00,  2.78it/s]\nEpoch 0: |          | 10702/? [1:04:06<00:00,  2.78it/s]\nEpoch 0: |          | 10702/? [1:04:06<00:00,  2.78it/s]\nEpoch 0: |          | 10703/? [1:04:07<00:00,  2.78it/s]\nEpoch 0: |          | 10703/? [1:04:07<00:00,  2.78it/s]\nEpoch 0: |          | 10704/? [1:04:07<00:00,  2.78it/s]\nEpoch 0: |          | 10704/? [1:04:07<00:00,  2.78it/s]\nEpoch 0: |          | 10705/? [1:04:07<00:00,  2.78it/s]\nEpoch 0: |          | 10705/? [1:04:07<00:00,  2.78it/s]\nEpoch 0: |          | 10706/? [1:04:07<00:00,  2.78it/s]\nEpoch 0: |          | 10706/? [1:04:07<00:00,  2.78it/s]\nEpoch 0: |          | 10707/? [1:04:08<00:00,  2.78it/s]\nEpoch 0: |          | 10707/? [1:04:08<00:00,  2.78it/s]\nEpoch 0: |          | 10708/? [1:04:08<00:00,  2.78it/s]\nEpoch 0: |          | 10708/? [1:04:08<00:00,  2.78it/s]\nEpoch 0: |          | 10709/? [1:04:08<00:00,  2.78it/s]\nEpoch 0: |          | 10709/? [1:04:08<00:00,  2.78it/s]\nEpoch 0: |          | 10710/? [1:04:09<00:00,  2.78it/s]\nEpoch 0: |          | 10710/? [1:04:09<00:00,  2.78it/s]\nEpoch 0: |          | 10711/? [1:04:09<00:00,  2.78it/s]\nEpoch 0: |          | 10711/? [1:04:09<00:00,  2.78it/s]\nEpoch 0: |          | 10712/? [1:04:09<00:00,  2.78it/s]\nEpoch 0: |          | 10712/? [1:04:09<00:00,  2.78it/s]\nEpoch 0: |          | 10713/? [1:04:10<00:00,  2.78it/s]\nEpoch 0: |          | 10713/? [1:04:10<00:00,  2.78it/s]\nEpoch 0: |          | 10714/? [1:04:10<00:00,  2.78it/s]\nEpoch 0: |          | 10714/? [1:04:10<00:00,  2.78it/s]\nEpoch 0: |          | 10715/? [1:04:10<00:00,  2.78it/s]\nEpoch 0: |          | 10715/? [1:04:10<00:00,  2.78it/s]\nEpoch 0: |          | 10716/? [1:04:11<00:00,  2.78it/s]\nEpoch 0: |          | 10716/? [1:04:11<00:00,  2.78it/s]\nEpoch 0: |          | 10717/? [1:04:11<00:00,  2.78it/s]\nEpoch 0: |          | 10717/? [1:04:11<00:00,  2.78it/s]\nEpoch 0: |          | 10718/? [1:04:11<00:00,  2.78it/s]\nEpoch 0: |          | 10718/? [1:04:11<00:00,  2.78it/s]\nEpoch 0: |          | 10719/? [1:04:11<00:00,  2.78it/s]\nEpoch 0: |          | 10719/? [1:04:11<00:00,  2.78it/s]\nEpoch 0: |          | 10720/? [1:04:12<00:00,  2.78it/s]\nEpoch 0: |          | 10720/? [1:04:12<00:00,  2.78it/s]\nEpoch 0: |          | 10721/? [1:04:12<00:00,  2.78it/s]\nEpoch 0: |          | 10721/? [1:04:12<00:00,  2.78it/s]\nEpoch 0: |          | 10722/? [1:04:12<00:00,  2.78it/s]\nEpoch 0: |          | 10722/? [1:04:12<00:00,  2.78it/s]\nEpoch 0: |          | 10723/? [1:04:13<00:00,  2.78it/s]\nEpoch 0: |          | 10723/? [1:04:13<00:00,  2.78it/s]\nEpoch 0: |          | 10724/? [1:04:13<00:00,  2.78it/s]\nEpoch 0: |          | 10724/? [1:04:13<00:00,  2.78it/s]\nEpoch 0: |          | 10725/? [1:04:13<00:00,  2.78it/s]\nEpoch 0: |          | 10725/? [1:04:13<00:00,  2.78it/s]\nEpoch 0: |          | 10726/? [1:04:13<00:00,  2.78it/s]\nEpoch 0: |          | 10726/? [1:04:13<00:00,  2.78it/s]\nEpoch 0: |          | 10727/? [1:04:14<00:00,  2.78it/s]\nEpoch 0: |          | 10727/? [1:04:14<00:00,  2.78it/s]\nEpoch 0: |          | 10728/? [1:04:14<00:00,  2.78it/s]\nEpoch 0: |          | 10728/? [1:04:14<00:00,  2.78it/s]\nEpoch 0: |          | 10729/? [1:04:14<00:00,  2.78it/s]\nEpoch 0: |          | 10729/? [1:04:14<00:00,  2.78it/s]\nEpoch 0: |          | 10730/? [1:04:15<00:00,  2.78it/s]\nEpoch 0: |          | 10730/? [1:04:15<00:00,  2.78it/s]\nEpoch 0: |          | 10731/? [1:04:15<00:00,  2.78it/s]\nEpoch 0: |          | 10731/? [1:04:15<00:00,  2.78it/s]\nEpoch 0: |          | 10732/? [1:04:15<00:00,  2.78it/s]\nEpoch 0: |          | 10732/? [1:04:15<00:00,  2.78it/s]\nEpoch 0: |          | 10733/? [1:04:15<00:00,  2.78it/s]\nEpoch 0: |          | 10733/? [1:04:15<00:00,  2.78it/s]\nEpoch 0: |          | 10734/? [1:04:16<00:00,  2.78it/s]\nEpoch 0: |          | 10734/? [1:04:16<00:00,  2.78it/s]\nEpoch 0: |          | 10735/? [1:04:16<00:00,  2.78it/s]\nEpoch 0: |          | 10735/? [1:04:16<00:00,  2.78it/s]\nEpoch 0: |          | 10736/? [1:04:16<00:00,  2.78it/s]\nEpoch 0: |          | 10736/? [1:04:16<00:00,  2.78it/s]\nEpoch 0: |          | 10737/? [1:04:17<00:00,  2.78it/s]\nEpoch 0: |          | 10737/? [1:04:17<00:00,  2.78it/s]\nEpoch 0: |          | 10738/? [1:04:17<00:00,  2.78it/s]\nEpoch 0: |          | 10738/? [1:04:17<00:00,  2.78it/s]\nEpoch 0: |          | 10739/? [1:04:17<00:00,  2.78it/s]\nEpoch 0: |          | 10739/? [1:04:17<00:00,  2.78it/s]\nEpoch 0: |          | 10740/? [1:04:18<00:00,  2.78it/s]\nEpoch 0: |          | 10740/? [1:04:18<00:00,  2.78it/s]\nEpoch 0: |          | 10741/? [1:04:18<00:00,  2.78it/s]\nEpoch 0: |          | 10741/? [1:04:18<00:00,  2.78it/s]\nEpoch 0: |          | 10742/? [1:04:18<00:00,  2.78it/s]\nEpoch 0: |          | 10742/? [1:04:18<00:00,  2.78it/s]\nEpoch 0: |          | 10743/? [1:04:18<00:00,  2.78it/s]\nEpoch 0: |          | 10743/? [1:04:18<00:00,  2.78it/s]\nEpoch 0: |          | 10744/? [1:04:19<00:00,  2.78it/s]\nEpoch 0: |          | 10744/? [1:04:19<00:00,  2.78it/s]\nEpoch 0: |          | 10745/? [1:04:19<00:00,  2.78it/s]\nEpoch 0: |          | 10745/? [1:04:19<00:00,  2.78it/s]\nEpoch 0: |          | 10746/? [1:04:19<00:00,  2.78it/s]\nEpoch 0: |          | 10746/? [1:04:19<00:00,  2.78it/s]\nEpoch 0: |          | 10747/? [1:04:20<00:00,  2.78it/s]\nEpoch 0: |          | 10747/? [1:04:20<00:00,  2.78it/s]\nEpoch 0: |          | 10748/? [1:04:20<00:00,  2.78it/s]\nEpoch 0: |          | 10748/? [1:04:20<00:00,  2.78it/s]\nEpoch 0: |          | 10749/? [1:04:20<00:00,  2.78it/s]\nEpoch 0: |          | 10749/? [1:04:20<00:00,  2.78it/s]\nEpoch 0: |          | 10750/? [1:04:20<00:00,  2.78it/s]\nEpoch 0: |          | 10750/? [1:04:20<00:00,  2.78it/s]\nEpoch 0: |          | 10751/? [1:04:21<00:00,  2.78it/s]\nEpoch 0: |          | 10751/? [1:04:21<00:00,  2.78it/s]\nEpoch 0: |          | 10752/? [1:04:21<00:00,  2.78it/s]\nEpoch 0: |          | 10752/? [1:04:21<00:00,  2.78it/s]\nEpoch 0: |          | 10753/? [1:04:21<00:00,  2.78it/s]\nEpoch 0: |          | 10753/? [1:04:21<00:00,  2.78it/s]\nEpoch 0: |          | 10754/? [1:04:22<00:00,  2.78it/s]\nEpoch 0: |          | 10754/? [1:04:22<00:00,  2.78it/s]\nEpoch 0: |          | 10755/? [1:04:22<00:00,  2.78it/s]\nEpoch 0: |          | 10755/? [1:04:22<00:00,  2.78it/s]\nEpoch 0: |          | 10756/? [1:04:22<00:00,  2.78it/s]\nEpoch 0: |          | 10756/? [1:04:22<00:00,  2.78it/s]\nEpoch 0: |          | 10757/? [1:04:22<00:00,  2.78it/s]\nEpoch 0: |          | 10757/? [1:04:22<00:00,  2.78it/s]\nEpoch 0: |          | 10758/? [1:04:23<00:00,  2.78it/s]\nEpoch 0: |          | 10758/? [1:04:23<00:00,  2.78it/s]\nEpoch 0: |          | 10759/? [1:04:23<00:00,  2.78it/s]\nEpoch 0: |          | 10759/? [1:04:23<00:00,  2.78it/s]\nEpoch 0: |          | 10760/? [1:04:23<00:00,  2.78it/s]\nEpoch 0: |          | 10760/? [1:04:23<00:00,  2.78it/s]\nEpoch 0: |          | 10761/? [1:04:24<00:00,  2.78it/s]\nEpoch 0: |          | 10761/? [1:04:24<00:00,  2.78it/s]\nEpoch 0: |          | 10762/? [1:04:24<00:00,  2.78it/s]\nEpoch 0: |          | 10762/? [1:04:24<00:00,  2.78it/s]\nEpoch 0: |          | 10763/? [1:04:24<00:00,  2.78it/s]\nEpoch 0: |          | 10763/? [1:04:24<00:00,  2.78it/s]\nEpoch 0: |          | 10764/? [1:04:25<00:00,  2.78it/s]\nEpoch 0: |          | 10764/? [1:04:25<00:00,  2.78it/s]\nEpoch 0: |          | 10765/? [1:04:25<00:00,  2.78it/s]\nEpoch 0: |          | 10765/? [1:04:25<00:00,  2.78it/s]\nEpoch 0: |          | 10766/? [1:04:25<00:00,  2.79it/s]\nEpoch 0: |          | 10766/? [1:04:25<00:00,  2.79it/s]\nEpoch 0: |          | 10767/? [1:04:25<00:00,  2.79it/s]\nEpoch 0: |          | 10767/? [1:04:25<00:00,  2.79it/s]\nEpoch 0: |          | 10768/? [1:04:26<00:00,  2.79it/s]\nEpoch 0: |          | 10768/? [1:04:26<00:00,  2.79it/s]\nEpoch 0: |          | 10769/? [1:04:26<00:00,  2.79it/s]\nEpoch 0: |          | 10769/? [1:04:26<00:00,  2.79it/s]\nEpoch 0: |          | 10770/? [1:04:26<00:00,  2.79it/s]\nEpoch 0: |          | 10770/? [1:04:26<00:00,  2.79it/s]\nEpoch 0: |          | 10771/? [1:04:27<00:00,  2.79it/s]\nEpoch 0: |          | 10771/? [1:04:27<00:00,  2.79it/s]\nEpoch 0: |          | 10772/? [1:04:27<00:00,  2.79it/s]\nEpoch 0: |          | 10772/? [1:04:27<00:00,  2.79it/s]\nEpoch 0: |          | 10773/? [1:04:27<00:00,  2.79it/s]\nEpoch 0: |          | 10773/? [1:04:27<00:00,  2.79it/s]\nEpoch 0: |          | 10774/? [1:04:28<00:00,  2.79it/s]\nEpoch 0: |          | 10774/? [1:04:28<00:00,  2.79it/s]\nEpoch 0: |          | 10775/? [1:04:28<00:00,  2.79it/s]\nEpoch 0: |          | 10775/? [1:04:28<00:00,  2.79it/s]\nEpoch 0: |          | 10776/? [1:04:28<00:00,  2.79it/s]\nEpoch 0: |          | 10776/? [1:04:28<00:00,  2.79it/s]\nEpoch 0: |          | 10777/? [1:04:28<00:00,  2.79it/s]\nEpoch 0: |          | 10777/? [1:04:28<00:00,  2.79it/s]\nEpoch 0: |          | 10778/? [1:04:29<00:00,  2.79it/s]\nEpoch 0: |          | 10778/? [1:04:29<00:00,  2.79it/s]\nEpoch 0: |          | 10779/? [1:04:29<00:00,  2.79it/s]\nEpoch 0: |          | 10779/? [1:04:29<00:00,  2.79it/s]\nEpoch 0: |          | 10780/? [1:04:29<00:00,  2.79it/s]\nEpoch 0: |          | 10780/? [1:04:29<00:00,  2.79it/s]\nEpoch 0: |          | 10781/? [1:04:30<00:00,  2.79it/s]\nEpoch 0: |          | 10781/? [1:04:30<00:00,  2.79it/s]\nEpoch 0: |          | 10782/? [1:04:30<00:00,  2.79it/s]\nEpoch 0: |          | 10782/? [1:04:30<00:00,  2.79it/s]\nEpoch 0: |          | 10783/? [1:04:30<00:00,  2.79it/s]\nEpoch 0: |          | 10783/? [1:04:30<00:00,  2.79it/s]\nEpoch 0: |          | 10784/? [1:04:30<00:00,  2.79it/s]\nEpoch 0: |          | 10784/? [1:04:30<00:00,  2.79it/s]\nEpoch 0: |          | 10785/? [1:04:31<00:00,  2.79it/s]\nEpoch 0: |          | 10785/? [1:04:31<00:00,  2.79it/s]\nEpoch 0: |          | 10786/? [1:04:31<00:00,  2.79it/s]\nEpoch 0: |          | 10786/? [1:04:31<00:00,  2.79it/s]\nEpoch 0: |          | 10787/? [1:04:31<00:00,  2.79it/s]\nEpoch 0: |          | 10787/? [1:04:31<00:00,  2.79it/s]\nEpoch 0: |          | 10788/? [1:04:32<00:00,  2.79it/s]\nEpoch 0: |          | 10788/? [1:04:32<00:00,  2.79it/s]\nEpoch 0: |          | 10789/? [1:04:32<00:00,  2.79it/s]\nEpoch 0: |          | 10789/? [1:04:32<00:00,  2.79it/s]\nEpoch 0: |          | 10790/? [1:04:32<00:00,  2.79it/s]\nEpoch 0: |          | 10790/? [1:04:32<00:00,  2.79it/s]\nEpoch 0: |          | 10791/? [1:04:33<00:00,  2.79it/s]\nEpoch 0: |          | 10791/? [1:04:33<00:00,  2.79it/s]\nEpoch 0: |          | 10792/? [1:04:33<00:00,  2.79it/s]\nEpoch 0: |          | 10792/? [1:04:33<00:00,  2.79it/s]\nEpoch 0: |          | 10793/? [1:04:33<00:00,  2.79it/s]\nEpoch 0: |          | 10793/? [1:04:33<00:00,  2.79it/s]\nEpoch 0: |          | 10794/? [1:04:34<00:00,  2.79it/s]\nEpoch 0: |          | 10794/? [1:04:34<00:00,  2.79it/s]\nEpoch 0: |          | 10795/? [1:04:34<00:00,  2.79it/s]\nEpoch 0: |          | 10795/? [1:04:34<00:00,  2.79it/s]\nEpoch 0: |          | 10796/? [1:04:34<00:00,  2.79it/s]\nEpoch 0: |          | 10796/? [1:04:34<00:00,  2.79it/s]\nEpoch 0: |          | 10797/? [1:04:34<00:00,  2.79it/s]\nEpoch 0: |          | 10797/? [1:04:34<00:00,  2.79it/s]\nEpoch 0: |          | 10798/? [1:04:35<00:00,  2.79it/s]\nEpoch 0: |          | 10798/? [1:04:35<00:00,  2.79it/s]\nEpoch 0: |          | 10799/? [1:04:35<00:00,  2.79it/s]\nEpoch 0: |          | 10799/? [1:04:35<00:00,  2.79it/s]\nEpoch 0: |          | 10800/? [1:04:35<00:00,  2.79it/s]\nEpoch 0: |          | 10800/? [1:04:35<00:00,  2.79it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.09it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 16.34it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.63it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.99it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 10800/? [1:04:36<00:00,  2.79it/s]\nEpoch 0: |          | 10801/? [1:04:36<00:00,  2.79it/s]\nEpoch 0: |          | 10801/? [1:04:36<00:00,  2.79it/s]\nEpoch 0: |          | 10802/? [1:04:36<00:00,  2.79it/s]\nEpoch 0: |          | 10802/? [1:04:36<00:00,  2.79it/s]\nEpoch 0: |          | 10803/? [1:04:36<00:00,  2.79it/s]\nEpoch 0: |          | 10803/? [1:04:36<00:00,  2.79it/s]\nEpoch 0: |          | 10804/? [1:04:37<00:00,  2.79it/s]\nEpoch 0: |          | 10804/? [1:04:37<00:00,  2.79it/s]\nEpoch 0: |          | 10805/? [1:04:37<00:00,  2.79it/s]\nEpoch 0: |          | 10805/? [1:04:37<00:00,  2.79it/s]\nEpoch 0: |          | 10806/? [1:04:37<00:00,  2.79it/s]\nEpoch 0: |          | 10806/? [1:04:37<00:00,  2.79it/s]\nEpoch 0: |          | 10807/? [1:04:38<00:00,  2.79it/s]\nEpoch 0: |          | 10807/? [1:04:38<00:00,  2.79it/s]\nEpoch 0: |          | 10808/? [1:04:38<00:00,  2.79it/s]\nEpoch 0: |          | 10808/? [1:04:38<00:00,  2.79it/s]\nEpoch 0: |          | 10809/? [1:04:38<00:00,  2.79it/s]\nEpoch 0: |          | 10809/? [1:04:38<00:00,  2.79it/s]\nEpoch 0: |          | 10810/? [1:04:38<00:00,  2.79it/s]\nEpoch 0: |          | 10810/? [1:04:38<00:00,  2.79it/s]\nEpoch 0: |          | 10811/? [1:04:39<00:00,  2.79it/s]\nEpoch 0: |          | 10811/? [1:04:39<00:00,  2.79it/s]\nEpoch 0: |          | 10812/? [1:04:39<00:00,  2.79it/s]\nEpoch 0: |          | 10812/? [1:04:39<00:00,  2.79it/s]\nEpoch 0: |          | 10813/? [1:04:39<00:00,  2.79it/s]\nEpoch 0: |          | 10813/? [1:04:39<00:00,  2.79it/s]\nEpoch 0: |          | 10814/? [1:04:40<00:00,  2.79it/s]\nEpoch 0: |          | 10814/? [1:04:40<00:00,  2.79it/s]\nEpoch 0: |          | 10815/? [1:04:40<00:00,  2.79it/s]\nEpoch 0: |          | 10815/? [1:04:40<00:00,  2.79it/s]\nEpoch 0: |          | 10816/? [1:04:40<00:00,  2.79it/s]\nEpoch 0: |          | 10816/? [1:04:40<00:00,  2.79it/s]\nEpoch 0: |          | 10817/? [1:04:40<00:00,  2.79it/s]\nEpoch 0: |          | 10817/? [1:04:40<00:00,  2.79it/s]\nEpoch 0: |          | 10818/? [1:04:41<00:00,  2.79it/s]\nEpoch 0: |          | 10818/? [1:04:41<00:00,  2.79it/s]\nEpoch 0: |          | 10819/? [1:04:41<00:00,  2.79it/s]\nEpoch 0: |          | 10819/? [1:04:41<00:00,  2.79it/s]\nEpoch 0: |          | 10820/? [1:04:41<00:00,  2.79it/s]\nEpoch 0: |          | 10820/? [1:04:41<00:00,  2.79it/s]\nEpoch 0: |          | 10821/? [1:04:42<00:00,  2.79it/s]\nEpoch 0: |          | 10821/? [1:04:42<00:00,  2.79it/s]\nEpoch 0: |          | 10822/? [1:04:42<00:00,  2.79it/s]\nEpoch 0: |          | 10822/? [1:04:42<00:00,  2.79it/s]\nEpoch 0: |          | 10823/? [1:04:42<00:00,  2.79it/s]\nEpoch 0: |          | 10823/? [1:04:42<00:00,  2.79it/s]\nEpoch 0: |          | 10824/? [1:04:43<00:00,  2.79it/s]\nEpoch 0: |          | 10824/? [1:04:43<00:00,  2.79it/s]\nEpoch 0: |          | 10825/? [1:04:43<00:00,  2.79it/s]\nEpoch 0: |          | 10825/? [1:04:43<00:00,  2.79it/s]\nEpoch 0: |          | 10826/? [1:04:43<00:00,  2.79it/s]\nEpoch 0: |          | 10826/? [1:04:43<00:00,  2.79it/s]\nEpoch 0: |          | 10827/? [1:04:43<00:00,  2.79it/s]\nEpoch 0: |          | 10827/? [1:04:43<00:00,  2.79it/s]\nEpoch 0: |          | 10828/? [1:04:44<00:00,  2.79it/s]\nEpoch 0: |          | 10828/? [1:04:44<00:00,  2.79it/s]\nEpoch 0: |          | 10829/? [1:04:44<00:00,  2.79it/s]\nEpoch 0: |          | 10829/? [1:04:44<00:00,  2.79it/s]\nEpoch 0: |          | 10830/? [1:04:44<00:00,  2.79it/s]\nEpoch 0: |          | 10830/? [1:04:44<00:00,  2.79it/s]\nEpoch 0: |          | 10831/? [1:04:45<00:00,  2.79it/s]\nEpoch 0: |          | 10831/? [1:04:45<00:00,  2.79it/s]\nEpoch 0: |          | 10832/? [1:04:45<00:00,  2.79it/s]\nEpoch 0: |          | 10832/? [1:04:45<00:00,  2.79it/s]\nEpoch 0: |          | 10833/? [1:04:45<00:00,  2.79it/s]\nEpoch 0: |          | 10833/? [1:04:45<00:00,  2.79it/s]\nEpoch 0: |          | 10834/? [1:04:45<00:00,  2.79it/s]\nEpoch 0: |          | 10834/? [1:04:45<00:00,  2.79it/s]\nEpoch 0: |          | 10835/? [1:04:46<00:00,  2.79it/s]\nEpoch 0: |          | 10835/? [1:04:46<00:00,  2.79it/s]\nEpoch 0: |          | 10836/? [1:04:46<00:00,  2.79it/s]\nEpoch 0: |          | 10836/? [1:04:46<00:00,  2.79it/s]\nEpoch 0: |          | 10837/? [1:04:46<00:00,  2.79it/s]\nEpoch 0: |          | 10837/? [1:04:46<00:00,  2.79it/s]\nEpoch 0: |          | 10838/? [1:04:47<00:00,  2.79it/s]\nEpoch 0: |          | 10838/? [1:04:47<00:00,  2.79it/s]\nEpoch 0: |          | 10839/? [1:04:47<00:00,  2.79it/s]\nEpoch 0: |          | 10839/? [1:04:47<00:00,  2.79it/s]\nEpoch 0: |          | 10840/? [1:04:47<00:00,  2.79it/s]\nEpoch 0: |          | 10840/? [1:04:47<00:00,  2.79it/s]\nEpoch 0: |          | 10841/? [1:04:48<00:00,  2.79it/s]\nEpoch 0: |          | 10841/? [1:04:48<00:00,  2.79it/s]\nEpoch 0: |          | 10842/? [1:04:48<00:00,  2.79it/s]\nEpoch 0: |          | 10842/? [1:04:48<00:00,  2.79it/s]\nEpoch 0: |          | 10843/? [1:04:48<00:00,  2.79it/s]\nEpoch 0: |          | 10843/? [1:04:48<00:00,  2.79it/s]\nEpoch 0: |          | 10844/? [1:04:48<00:00,  2.79it/s]\nEpoch 0: |          | 10844/? [1:04:48<00:00,  2.79it/s]\nEpoch 0: |          | 10845/? [1:04:49<00:00,  2.79it/s]\nEpoch 0: |          | 10845/? [1:04:49<00:00,  2.79it/s]\nEpoch 0: |          | 10846/? [1:04:49<00:00,  2.79it/s]\nEpoch 0: |          | 10846/? [1:04:49<00:00,  2.79it/s]\nEpoch 0: |          | 10847/? [1:04:49<00:00,  2.79it/s]\nEpoch 0: |          | 10847/? [1:04:49<00:00,  2.79it/s]\nEpoch 0: |          | 10848/? [1:04:50<00:00,  2.79it/s]\nEpoch 0: |          | 10848/? [1:04:50<00:00,  2.79it/s]\nEpoch 0: |          | 10849/? [1:04:50<00:00,  2.79it/s]\nEpoch 0: |          | 10849/? [1:04:50<00:00,  2.79it/s]\nEpoch 0: |          | 10850/? [1:04:50<00:00,  2.79it/s]\nEpoch 0: |          | 10850/? [1:04:50<00:00,  2.79it/s]\nEpoch 0: |          | 10851/? [1:04:50<00:00,  2.79it/s]\nEpoch 0: |          | 10851/? [1:04:50<00:00,  2.79it/s]\nEpoch 0: |          | 10852/? [1:04:51<00:00,  2.79it/s]\nEpoch 0: |          | 10852/? [1:04:51<00:00,  2.79it/s]\nEpoch 0: |          | 10853/? [1:04:51<00:00,  2.79it/s]\nEpoch 0: |          | 10853/? [1:04:51<00:00,  2.79it/s]\nEpoch 0: |          | 10854/? [1:04:51<00:00,  2.79it/s]\nEpoch 0: |          | 10854/? [1:04:51<00:00,  2.79it/s]\nEpoch 0: |          | 10855/? [1:04:52<00:00,  2.79it/s]\nEpoch 0: |          | 10855/? [1:04:52<00:00,  2.79it/s]\nEpoch 0: |          | 10856/? [1:04:52<00:00,  2.79it/s]\nEpoch 0: |          | 10856/? [1:04:52<00:00,  2.79it/s]\nEpoch 0: |          | 10857/? [1:04:52<00:00,  2.79it/s]\nEpoch 0: |          | 10857/? [1:04:52<00:00,  2.79it/s]\nEpoch 0: |          | 10858/? [1:04:53<00:00,  2.79it/s]\nEpoch 0: |          | 10858/? [1:04:53<00:00,  2.79it/s]\nEpoch 0: |          | 10859/? [1:04:53<00:00,  2.79it/s]\nEpoch 0: |          | 10859/? [1:04:53<00:00,  2.79it/s]\nEpoch 0: |          | 10860/? [1:04:53<00:00,  2.79it/s]\nEpoch 0: |          | 10860/? [1:04:53<00:00,  2.79it/s]\nEpoch 0: |          | 10861/? [1:04:53<00:00,  2.79it/s]\nEpoch 0: |          | 10861/? [1:04:53<00:00,  2.79it/s]\nEpoch 0: |          | 10862/? [1:04:54<00:00,  2.79it/s]\nEpoch 0: |          | 10862/? [1:04:54<00:00,  2.79it/s]\nEpoch 0: |          | 10863/? [1:04:54<00:00,  2.79it/s]\nEpoch 0: |          | 10863/? [1:04:54<00:00,  2.79it/s]\nEpoch 0: |          | 10864/? [1:04:54<00:00,  2.79it/s]\nEpoch 0: |          | 10864/? [1:04:54<00:00,  2.79it/s]\nEpoch 0: |          | 10865/? [1:04:55<00:00,  2.79it/s]\nEpoch 0: |          | 10865/? [1:04:55<00:00,  2.79it/s]\nEpoch 0: |          | 10866/? [1:04:55<00:00,  2.79it/s]\nEpoch 0: |          | 10866/? [1:04:55<00:00,  2.79it/s]\nEpoch 0: |          | 10867/? [1:04:55<00:00,  2.79it/s]\nEpoch 0: |          | 10867/? [1:04:55<00:00,  2.79it/s]\nEpoch 0: |          | 10868/? [1:04:55<00:00,  2.79it/s]\nEpoch 0: |          | 10868/? [1:04:55<00:00,  2.79it/s]\nEpoch 0: |          | 10869/? [1:04:56<00:00,  2.79it/s]\nEpoch 0: |          | 10869/? [1:04:56<00:00,  2.79it/s]\nEpoch 0: |          | 10870/? [1:04:56<00:00,  2.79it/s]\nEpoch 0: |          | 10870/? [1:04:56<00:00,  2.79it/s]\nEpoch 0: |          | 10871/? [1:04:56<00:00,  2.79it/s]\nEpoch 0: |          | 10871/? [1:04:56<00:00,  2.79it/s]\nEpoch 0: |          | 10872/? [1:04:57<00:00,  2.79it/s]\nEpoch 0: |          | 10872/? [1:04:57<00:00,  2.79it/s]\nEpoch 0: |          | 10873/? [1:04:57<00:00,  2.79it/s]\nEpoch 0: |          | 10873/? [1:04:57<00:00,  2.79it/s]\nEpoch 0: |          | 10874/? [1:04:57<00:00,  2.79it/s]\nEpoch 0: |          | 10874/? [1:04:57<00:00,  2.79it/s]\nEpoch 0: |          | 10875/? [1:04:57<00:00,  2.79it/s]\nEpoch 0: |          | 10875/? [1:04:57<00:00,  2.79it/s]\nEpoch 0: |          | 10876/? [1:04:58<00:00,  2.79it/s]\nEpoch 0: |          | 10876/? [1:04:58<00:00,  2.79it/s]\nEpoch 0: |          | 10877/? [1:04:58<00:00,  2.79it/s]\nEpoch 0: |          | 10877/? [1:04:58<00:00,  2.79it/s]\nEpoch 0: |          | 10878/? [1:04:58<00:00,  2.79it/s]\nEpoch 0: |          | 10878/? [1:04:58<00:00,  2.79it/s]\nEpoch 0: |          | 10879/? [1:04:59<00:00,  2.79it/s]\nEpoch 0: |          | 10879/? [1:04:59<00:00,  2.79it/s]\nEpoch 0: |          | 10880/? [1:04:59<00:00,  2.79it/s]\nEpoch 0: |          | 10880/? [1:04:59<00:00,  2.79it/s]\nEpoch 0: |          | 10881/? [1:04:59<00:00,  2.79it/s]\nEpoch 0: |          | 10881/? [1:04:59<00:00,  2.79it/s]\nEpoch 0: |          | 10882/? [1:05:00<00:00,  2.79it/s]\nEpoch 0: |          | 10882/? [1:05:00<00:00,  2.79it/s]\nEpoch 0: |          | 10883/? [1:05:00<00:00,  2.79it/s]\nEpoch 0: |          | 10883/? [1:05:00<00:00,  2.79it/s]\nEpoch 0: |          | 10884/? [1:05:00<00:00,  2.79it/s]\nEpoch 0: |          | 10884/? [1:05:00<00:00,  2.79it/s]\nEpoch 0: |          | 10885/? [1:05:00<00:00,  2.79it/s]\nEpoch 0: |          | 10885/? [1:05:00<00:00,  2.79it/s]\nEpoch 0: |          | 10886/? [1:05:01<00:00,  2.79it/s]\nEpoch 0: |          | 10886/? [1:05:01<00:00,  2.79it/s]\nEpoch 0: |          | 10887/? [1:05:01<00:00,  2.79it/s]\nEpoch 0: |          | 10887/? [1:05:01<00:00,  2.79it/s]\nEpoch 0: |          | 10888/? [1:05:01<00:00,  2.79it/s]\nEpoch 0: |          | 10888/? [1:05:01<00:00,  2.79it/s]\nEpoch 0: |          | 10889/? [1:05:02<00:00,  2.79it/s]\nEpoch 0: |          | 10889/? [1:05:02<00:00,  2.79it/s]\nEpoch 0: |          | 10890/? [1:05:02<00:00,  2.79it/s]\nEpoch 0: |          | 10890/? [1:05:02<00:00,  2.79it/s]\nEpoch 0: |          | 10891/? [1:05:02<00:00,  2.79it/s]\nEpoch 0: |          | 10891/? [1:05:02<00:00,  2.79it/s]\nEpoch 0: |          | 10892/? [1:05:02<00:00,  2.79it/s]\nEpoch 0: |          | 10892/? [1:05:02<00:00,  2.79it/s]\nEpoch 0: |          | 10893/? [1:05:03<00:00,  2.79it/s]\nEpoch 0: |          | 10893/? [1:05:03<00:00,  2.79it/s]\nEpoch 0: |          | 10894/? [1:05:03<00:00,  2.79it/s]\nEpoch 0: |          | 10894/? [1:05:03<00:00,  2.79it/s]\nEpoch 0: |          | 10895/? [1:05:03<00:00,  2.79it/s]\nEpoch 0: |          | 10895/? [1:05:03<00:00,  2.79it/s]\nEpoch 0: |          | 10896/? [1:05:04<00:00,  2.79it/s]\nEpoch 0: |          | 10896/? [1:05:04<00:00,  2.79it/s]\nEpoch 0: |          | 10897/? [1:05:04<00:00,  2.79it/s]\nEpoch 0: |          | 10897/? [1:05:04<00:00,  2.79it/s]\nEpoch 0: |          | 10898/? [1:05:04<00:00,  2.79it/s]\nEpoch 0: |          | 10898/? [1:05:04<00:00,  2.79it/s]\nEpoch 0: |          | 10899/? [1:05:04<00:00,  2.79it/s]\nEpoch 0: |          | 10899/? [1:05:04<00:00,  2.79it/s]\nEpoch 0: |          | 10900/? [1:05:05<00:00,  2.79it/s]\nEpoch 0: |          | 10900/? [1:05:05<00:00,  2.79it/s]\nEpoch 0: |          | 10901/? [1:05:05<00:00,  2.79it/s]\nEpoch 0: |          | 10901/? [1:05:05<00:00,  2.79it/s]\nEpoch 0: |          | 10902/? [1:05:05<00:00,  2.79it/s]\nEpoch 0: |          | 10902/? [1:05:05<00:00,  2.79it/s]\nEpoch 0: |          | 10903/? [1:05:06<00:00,  2.79it/s]\nEpoch 0: |          | 10903/? [1:05:06<00:00,  2.79it/s]\nEpoch 0: |          | 10904/? [1:05:06<00:00,  2.79it/s]\nEpoch 0: |          | 10904/? [1:05:06<00:00,  2.79it/s]\nEpoch 0: |          | 10905/? [1:05:06<00:00,  2.79it/s]\nEpoch 0: |          | 10905/? [1:05:06<00:00,  2.79it/s]\nEpoch 0: |          | 10906/? [1:05:07<00:00,  2.79it/s]\nEpoch 0: |          | 10906/? [1:05:07<00:00,  2.79it/s]\nEpoch 0: |          | 10907/? [1:05:07<00:00,  2.79it/s]\nEpoch 0: |          | 10907/? [1:05:07<00:00,  2.79it/s]\nEpoch 0: |          | 10908/? [1:05:07<00:00,  2.79it/s]\nEpoch 0: |          | 10908/? [1:05:07<00:00,  2.79it/s]\nEpoch 0: |          | 10909/? [1:05:07<00:00,  2.79it/s]\nEpoch 0: |          | 10909/? [1:05:07<00:00,  2.79it/s]\nEpoch 0: |          | 10910/? [1:05:08<00:00,  2.79it/s]\nEpoch 0: |          | 10910/? [1:05:08<00:00,  2.79it/s]\nEpoch 0: |          | 10911/? [1:05:08<00:00,  2.79it/s]\nEpoch 0: |          | 10911/? [1:05:08<00:00,  2.79it/s]\nEpoch 0: |          | 10912/? [1:05:08<00:00,  2.79it/s]\nEpoch 0: |          | 10912/? [1:05:08<00:00,  2.79it/s]\nEpoch 0: |          | 10913/? [1:05:09<00:00,  2.79it/s]\nEpoch 0: |          | 10913/? [1:05:09<00:00,  2.79it/s]\nEpoch 0: |          | 10914/? [1:05:09<00:00,  2.79it/s]\nEpoch 0: |          | 10914/? [1:05:09<00:00,  2.79it/s]\nEpoch 0: |          | 10915/? [1:05:09<00:00,  2.79it/s]\nEpoch 0: |          | 10915/? [1:05:09<00:00,  2.79it/s]\nEpoch 0: |          | 10916/? [1:05:09<00:00,  2.79it/s]\nEpoch 0: |          | 10916/? [1:05:09<00:00,  2.79it/s]\nEpoch 0: |          | 10917/? [1:05:10<00:00,  2.79it/s]\nEpoch 0: |          | 10917/? [1:05:10<00:00,  2.79it/s]\nEpoch 0: |          | 10918/? [1:05:10<00:00,  2.79it/s]\nEpoch 0: |          | 10918/? [1:05:10<00:00,  2.79it/s]\nEpoch 0: |          | 10919/? [1:05:10<00:00,  2.79it/s]\nEpoch 0: |          | 10919/? [1:05:10<00:00,  2.79it/s]\nEpoch 0: |          | 10920/? [1:05:11<00:00,  2.79it/s]\nEpoch 0: |          | 10920/? [1:05:11<00:00,  2.79it/s]\nEpoch 0: |          | 10921/? [1:05:11<00:00,  2.79it/s]\nEpoch 0: |          | 10921/? [1:05:11<00:00,  2.79it/s]\nEpoch 0: |          | 10922/? [1:05:11<00:00,  2.79it/s]\nEpoch 0: |          | 10922/? [1:05:11<00:00,  2.79it/s]\nEpoch 0: |          | 10923/? [1:05:12<00:00,  2.79it/s]\nEpoch 0: |          | 10923/? [1:05:12<00:00,  2.79it/s]\nEpoch 0: |          | 10924/? [1:05:12<00:00,  2.79it/s]\nEpoch 0: |          | 10924/? [1:05:12<00:00,  2.79it/s]\nEpoch 0: |          | 10925/? [1:05:12<00:00,  2.79it/s]\nEpoch 0: |          | 10925/? [1:05:12<00:00,  2.79it/s]\nEpoch 0: |          | 10926/? [1:05:12<00:00,  2.79it/s]\nEpoch 0: |          | 10926/? [1:05:12<00:00,  2.79it/s]\nEpoch 0: |          | 10927/? [1:05:13<00:00,  2.79it/s]\nEpoch 0: |          | 10927/? [1:05:13<00:00,  2.79it/s]\nEpoch 0: |          | 10928/? [1:05:13<00:00,  2.79it/s]\nEpoch 0: |          | 10928/? [1:05:13<00:00,  2.79it/s]\nEpoch 0: |          | 10929/? [1:05:13<00:00,  2.79it/s]\nEpoch 0: |          | 10929/? [1:05:13<00:00,  2.79it/s]\nEpoch 0: |          | 10930/? [1:05:14<00:00,  2.79it/s]\nEpoch 0: |          | 10930/? [1:05:14<00:00,  2.79it/s]\nEpoch 0: |          | 10931/? [1:05:14<00:00,  2.79it/s]\nEpoch 0: |          | 10931/? [1:05:14<00:00,  2.79it/s]\nEpoch 0: |          | 10932/? [1:05:14<00:00,  2.79it/s]\nEpoch 0: |          | 10932/? [1:05:14<00:00,  2.79it/s]\nEpoch 0: |          | 10933/? [1:05:14<00:00,  2.79it/s]\nEpoch 0: |          | 10933/? [1:05:14<00:00,  2.79it/s]\nEpoch 0: |          | 10934/? [1:05:15<00:00,  2.79it/s]\nEpoch 0: |          | 10934/? [1:05:15<00:00,  2.79it/s]\nEpoch 0: |          | 10935/? [1:05:15<00:00,  2.79it/s]\nEpoch 0: |          | 10935/? [1:05:15<00:00,  2.79it/s]\nEpoch 0: |          | 10936/? [1:05:15<00:00,  2.79it/s]\nEpoch 0: |          | 10936/? [1:05:15<00:00,  2.79it/s]\nEpoch 0: |          | 10937/? [1:05:16<00:00,  2.79it/s]\nEpoch 0: |          | 10937/? [1:05:16<00:00,  2.79it/s]\nEpoch 0: |          | 10938/? [1:05:16<00:00,  2.79it/s]\nEpoch 0: |          | 10938/? [1:05:16<00:00,  2.79it/s]\nEpoch 0: |          | 10939/? [1:05:16<00:00,  2.79it/s]\nEpoch 0: |          | 10939/? [1:05:16<00:00,  2.79it/s]\nEpoch 0: |          | 10940/? [1:05:16<00:00,  2.79it/s]\nEpoch 0: |          | 10940/? [1:05:16<00:00,  2.79it/s]\nEpoch 0: |          | 10941/? [1:05:17<00:00,  2.79it/s]\nEpoch 0: |          | 10941/? [1:05:17<00:00,  2.79it/s]\nEpoch 0: |          | 10942/? [1:05:17<00:00,  2.79it/s]\nEpoch 0: |          | 10942/? [1:05:17<00:00,  2.79it/s]\nEpoch 0: |          | 10943/? [1:05:17<00:00,  2.79it/s]\nEpoch 0: |          | 10943/? [1:05:17<00:00,  2.79it/s]\nEpoch 0: |          | 10944/? [1:05:18<00:00,  2.79it/s]\nEpoch 0: |          | 10944/? [1:05:18<00:00,  2.79it/s]\nEpoch 0: |          | 10945/? [1:05:18<00:00,  2.79it/s]\nEpoch 0: |          | 10945/? [1:05:18<00:00,  2.79it/s]\nEpoch 0: |          | 10946/? [1:05:18<00:00,  2.79it/s]\nEpoch 0: |          | 10946/? [1:05:18<00:00,  2.79it/s]\nEpoch 0: |          | 10947/? [1:05:19<00:00,  2.79it/s]\nEpoch 0: |          | 10947/? [1:05:19<00:00,  2.79it/s]\nEpoch 0: |          | 10948/? [1:05:19<00:00,  2.79it/s]\nEpoch 0: |          | 10948/? [1:05:19<00:00,  2.79it/s]\nEpoch 0: |          | 10949/? [1:05:19<00:00,  2.79it/s]\nEpoch 0: |          | 10949/? [1:05:19<00:00,  2.79it/s]\nEpoch 0: |          | 10950/? [1:05:19<00:00,  2.79it/s]\nEpoch 0: |          | 10950/? [1:05:19<00:00,  2.79it/s]\nEpoch 0: |          | 10951/? [1:05:20<00:00,  2.79it/s]\nEpoch 0: |          | 10951/? [1:05:20<00:00,  2.79it/s]\nEpoch 0: |          | 10952/? [1:05:20<00:00,  2.79it/s]\nEpoch 0: |          | 10952/? [1:05:20<00:00,  2.79it/s]\nEpoch 0: |          | 10953/? [1:05:20<00:00,  2.79it/s]\nEpoch 0: |          | 10953/? [1:05:20<00:00,  2.79it/s]\nEpoch 0: |          | 10954/? [1:05:21<00:00,  2.79it/s]\nEpoch 0: |          | 10954/? [1:05:21<00:00,  2.79it/s]\nEpoch 0: |          | 10955/? [1:05:21<00:00,  2.79it/s]\nEpoch 0: |          | 10955/? [1:05:21<00:00,  2.79it/s]\nEpoch 0: |          | 10956/? [1:05:21<00:00,  2.79it/s]\nEpoch 0: |          | 10956/? [1:05:21<00:00,  2.79it/s]\nEpoch 0: |          | 10957/? [1:05:21<00:00,  2.79it/s]\nEpoch 0: |          | 10957/? [1:05:21<00:00,  2.79it/s]\nEpoch 0: |          | 10958/? [1:05:22<00:00,  2.79it/s]\nEpoch 0: |          | 10958/? [1:05:22<00:00,  2.79it/s]\nEpoch 0: |          | 10959/? [1:05:22<00:00,  2.79it/s]\nEpoch 0: |          | 10959/? [1:05:22<00:00,  2.79it/s]\nEpoch 0: |          | 10960/? [1:05:22<00:00,  2.79it/s]\nEpoch 0: |          | 10960/? [1:05:22<00:00,  2.79it/s]\nEpoch 0: |          | 10961/? [1:05:23<00:00,  2.79it/s]\nEpoch 0: |          | 10961/? [1:05:23<00:00,  2.79it/s]\nEpoch 0: |          | 10962/? [1:05:23<00:00,  2.79it/s]\nEpoch 0: |          | 10962/? [1:05:23<00:00,  2.79it/s]\nEpoch 0: |          | 10963/? [1:05:23<00:00,  2.79it/s]\nEpoch 0: |          | 10963/? [1:05:23<00:00,  2.79it/s]\nEpoch 0: |          | 10964/? [1:05:23<00:00,  2.79it/s]\nEpoch 0: |          | 10964/? [1:05:23<00:00,  2.79it/s]\nEpoch 0: |          | 10965/? [1:05:24<00:00,  2.79it/s]\nEpoch 0: |          | 10965/? [1:05:24<00:00,  2.79it/s]\nEpoch 0: |          | 10966/? [1:05:24<00:00,  2.79it/s]\nEpoch 0: |          | 10966/? [1:05:24<00:00,  2.79it/s]\nEpoch 0: |          | 10967/? [1:05:24<00:00,  2.79it/s]\nEpoch 0: |          | 10967/? [1:05:24<00:00,  2.79it/s]\nEpoch 0: |          | 10968/? [1:05:25<00:00,  2.79it/s]\nEpoch 0: |          | 10968/? [1:05:25<00:00,  2.79it/s]\nEpoch 0: |          | 10969/? [1:05:25<00:00,  2.79it/s]\nEpoch 0: |          | 10969/? [1:05:25<00:00,  2.79it/s]\nEpoch 0: |          | 10970/? [1:05:25<00:00,  2.79it/s]\nEpoch 0: |          | 10970/? [1:05:25<00:00,  2.79it/s]\nEpoch 0: |          | 10971/? [1:05:25<00:00,  2.79it/s]\nEpoch 0: |          | 10971/? [1:05:25<00:00,  2.79it/s]\nEpoch 0: |          | 10972/? [1:05:26<00:00,  2.79it/s]\nEpoch 0: |          | 10972/? [1:05:26<00:00,  2.79it/s]\nEpoch 0: |          | 10973/? [1:05:26<00:00,  2.79it/s]\nEpoch 0: |          | 10973/? [1:05:26<00:00,  2.79it/s]\nEpoch 0: |          | 10974/? [1:05:26<00:00,  2.79it/s]\nEpoch 0: |          | 10974/? [1:05:26<00:00,  2.79it/s]\nEpoch 0: |          | 10975/? [1:05:27<00:00,  2.79it/s]\nEpoch 0: |          | 10975/? [1:05:27<00:00,  2.79it/s]\nEpoch 0: |          | 10976/? [1:05:27<00:00,  2.79it/s]\nEpoch 0: |          | 10976/? [1:05:27<00:00,  2.79it/s]\nEpoch 0: |          | 10977/? [1:05:27<00:00,  2.79it/s]\nEpoch 0: |          | 10977/? [1:05:27<00:00,  2.79it/s]\nEpoch 0: |          | 10978/? [1:05:28<00:00,  2.79it/s]\nEpoch 0: |          | 10978/? [1:05:28<00:00,  2.79it/s]\nEpoch 0: |          | 10979/? [1:05:28<00:00,  2.79it/s]\nEpoch 0: |          | 10979/? [1:05:28<00:00,  2.79it/s]\nEpoch 0: |          | 10980/? [1:05:28<00:00,  2.79it/s]\nEpoch 0: |          | 10980/? [1:05:28<00:00,  2.79it/s]\nEpoch 0: |          | 10981/? [1:05:28<00:00,  2.79it/s]\nEpoch 0: |          | 10981/? [1:05:28<00:00,  2.79it/s]\nEpoch 0: |          | 10982/? [1:05:29<00:00,  2.79it/s]\nEpoch 0: |          | 10982/? [1:05:29<00:00,  2.79it/s]\nEpoch 0: |          | 10983/? [1:05:29<00:00,  2.80it/s]\nEpoch 0: |          | 10983/? [1:05:29<00:00,  2.80it/s]\nEpoch 0: |          | 10984/? [1:05:29<00:00,  2.80it/s]\nEpoch 0: |          | 10984/? [1:05:29<00:00,  2.80it/s]\nEpoch 0: |          | 10985/? [1:05:30<00:00,  2.80it/s]\nEpoch 0: |          | 10985/? [1:05:30<00:00,  2.80it/s]\nEpoch 0: |          | 10986/? [1:05:30<00:00,  2.80it/s]\nEpoch 0: |          | 10986/? [1:05:30<00:00,  2.80it/s]\nEpoch 0: |          | 10987/? [1:05:30<00:00,  2.80it/s]\nEpoch 0: |          | 10987/? [1:05:30<00:00,  2.80it/s]\nEpoch 0: |          | 10988/? [1:05:30<00:00,  2.80it/s]\nEpoch 0: |          | 10988/? [1:05:30<00:00,  2.80it/s]\nEpoch 0: |          | 10989/? [1:05:31<00:00,  2.80it/s]\nEpoch 0: |          | 10989/? [1:05:31<00:00,  2.80it/s]\nEpoch 0: |          | 10990/? [1:05:31<00:00,  2.80it/s]\nEpoch 0: |          | 10990/? [1:05:31<00:00,  2.80it/s]\nEpoch 0: |          | 10991/? [1:05:31<00:00,  2.80it/s]\nEpoch 0: |          | 10991/? [1:05:31<00:00,  2.80it/s]\nEpoch 0: |          | 10992/? [1:05:32<00:00,  2.80it/s]\nEpoch 0: |          | 10992/? [1:05:32<00:00,  2.80it/s]\nEpoch 0: |          | 10993/? [1:05:32<00:00,  2.80it/s]\nEpoch 0: |          | 10993/? [1:05:32<00:00,  2.80it/s]\nEpoch 0: |          | 10994/? [1:05:32<00:00,  2.80it/s]\nEpoch 0: |          | 10994/? [1:05:32<00:00,  2.80it/s]\nEpoch 0: |          | 10995/? [1:05:33<00:00,  2.80it/s]\nEpoch 0: |          | 10995/? [1:05:33<00:00,  2.80it/s]\nEpoch 0: |          | 10996/? [1:05:33<00:00,  2.80it/s]\nEpoch 0: |          | 10996/? [1:05:33<00:00,  2.80it/s]\nEpoch 0: |          | 10997/? [1:05:33<00:00,  2.80it/s]\nEpoch 0: |          | 10997/? [1:05:33<00:00,  2.80it/s]\nEpoch 0: |          | 10998/? [1:05:33<00:00,  2.80it/s]\nEpoch 0: |          | 10998/? [1:05:33<00:00,  2.80it/s]\nEpoch 0: |          | 10999/? [1:05:34<00:00,  2.80it/s]\nEpoch 0: |          | 10999/? [1:05:34<00:00,  2.80it/s]\nEpoch 0: |          | 11000/? [1:05:34<00:00,  2.80it/s]\nEpoch 0: |          | 11000/? [1:05:34<00:00,  2.80it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.27it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.89it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.81it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.75it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 11000/? [1:05:34<00:00,  2.80it/s]\nEpoch 0: |          | 11001/? [1:05:35<00:00,  2.80it/s]\nEpoch 0: |          | 11001/? [1:05:35<00:00,  2.80it/s]\nEpoch 0: |          | 11002/? [1:05:35<00:00,  2.80it/s]\nEpoch 0: |          | 11002/? [1:05:35<00:00,  2.80it/s]\nEpoch 0: |          | 11003/? [1:05:35<00:00,  2.80it/s]\nEpoch 0: |          | 11003/? [1:05:35<00:00,  2.80it/s]\nEpoch 0: |          | 11004/? [1:05:35<00:00,  2.80it/s]\nEpoch 0: |          | 11004/? [1:05:35<00:00,  2.80it/s]\nEpoch 0: |          | 11005/? [1:05:36<00:00,  2.80it/s]\nEpoch 0: |          | 11005/? [1:05:36<00:00,  2.80it/s]\nEpoch 0: |          | 11006/? [1:05:36<00:00,  2.80it/s]\nEpoch 0: |          | 11006/? [1:05:36<00:00,  2.80it/s]\nEpoch 0: |          | 11007/? [1:05:36<00:00,  2.80it/s]\nEpoch 0: |          | 11007/? [1:05:36<00:00,  2.80it/s]\nEpoch 0: |          | 11008/? [1:05:37<00:00,  2.80it/s]\nEpoch 0: |          | 11008/? [1:05:37<00:00,  2.80it/s]\nEpoch 0: |          | 11009/? [1:05:37<00:00,  2.80it/s]\nEpoch 0: |          | 11009/? [1:05:37<00:00,  2.80it/s]\nEpoch 0: |          | 11010/? [1:05:37<00:00,  2.80it/s]\nEpoch 0: |          | 11010/? [1:05:37<00:00,  2.80it/s]\nEpoch 0: |          | 11011/? [1:05:38<00:00,  2.80it/s]\nEpoch 0: |          | 11011/? [1:05:38<00:00,  2.80it/s]\nEpoch 0: |          | 11012/? [1:05:38<00:00,  2.80it/s]\nEpoch 0: |          | 11012/? [1:05:38<00:00,  2.80it/s]\nEpoch 0: |          | 11013/? [1:05:38<00:00,  2.80it/s]\nEpoch 0: |          | 11013/? [1:05:38<00:00,  2.80it/s]\nEpoch 0: |          | 11014/? [1:05:38<00:00,  2.80it/s]\nEpoch 0: |          | 11014/? [1:05:38<00:00,  2.80it/s]\nEpoch 0: |          | 11015/? [1:05:39<00:00,  2.80it/s]\nEpoch 0: |          | 11015/? [1:05:39<00:00,  2.80it/s]\nEpoch 0: |          | 11016/? [1:05:39<00:00,  2.80it/s]\nEpoch 0: |          | 11016/? [1:05:39<00:00,  2.80it/s]\nEpoch 0: |          | 11017/? [1:05:39<00:00,  2.80it/s]\nEpoch 0: |          | 11017/? [1:05:39<00:00,  2.80it/s]\nEpoch 0: |          | 11018/? [1:05:40<00:00,  2.80it/s]\nEpoch 0: |          | 11018/? [1:05:40<00:00,  2.80it/s]\nEpoch 0: |          | 11019/? [1:05:40<00:00,  2.80it/s]\nEpoch 0: |          | 11019/? [1:05:40<00:00,  2.80it/s]\nEpoch 0: |          | 11020/? [1:05:40<00:00,  2.80it/s]\nEpoch 0: |          | 11020/? [1:05:40<00:00,  2.80it/s]\nEpoch 0: |          | 11021/? [1:05:40<00:00,  2.80it/s]\nEpoch 0: |          | 11021/? [1:05:40<00:00,  2.80it/s]\nEpoch 0: |          | 11022/? [1:05:41<00:00,  2.80it/s]\nEpoch 0: |          | 11022/? [1:05:41<00:00,  2.80it/s]\nEpoch 0: |          | 11023/? [1:05:41<00:00,  2.80it/s]\nEpoch 0: |          | 11023/? [1:05:41<00:00,  2.80it/s]\nEpoch 0: |          | 11024/? [1:05:41<00:00,  2.80it/s]\nEpoch 0: |          | 11024/? [1:05:41<00:00,  2.80it/s]\nEpoch 0: |          | 11025/? [1:05:42<00:00,  2.80it/s]\nEpoch 0: |          | 11025/? [1:05:42<00:00,  2.80it/s]\nEpoch 0: |          | 11026/? [1:05:42<00:00,  2.80it/s]\nEpoch 0: |          | 11026/? [1:05:42<00:00,  2.80it/s]\nEpoch 0: |          | 11027/? [1:05:42<00:00,  2.80it/s]\nEpoch 0: |          | 11027/? [1:05:42<00:00,  2.80it/s]\nEpoch 0: |          | 11028/? [1:05:42<00:00,  2.80it/s]\nEpoch 0: |          | 11028/? [1:05:42<00:00,  2.80it/s]\nEpoch 0: |          | 11029/? [1:05:43<00:00,  2.80it/s]\nEpoch 0: |          | 11029/? [1:05:43<00:00,  2.80it/s]\nEpoch 0: |          | 11030/? [1:05:43<00:00,  2.80it/s]\nEpoch 0: |          | 11030/? [1:05:43<00:00,  2.80it/s]\nEpoch 0: |          | 11031/? [1:05:43<00:00,  2.80it/s]\nEpoch 0: |          | 11031/? [1:05:43<00:00,  2.80it/s]\nEpoch 0: |          | 11032/? [1:05:44<00:00,  2.80it/s]\nEpoch 0: |          | 11032/? [1:05:44<00:00,  2.80it/s]\nEpoch 0: |          | 11033/? [1:05:44<00:00,  2.80it/s]\nEpoch 0: |          | 11033/? [1:05:44<00:00,  2.80it/s]\nEpoch 0: |          | 11034/? [1:05:44<00:00,  2.80it/s]\nEpoch 0: |          | 11034/? [1:05:44<00:00,  2.80it/s]\nEpoch 0: |          | 11035/? [1:05:44<00:00,  2.80it/s]\nEpoch 0: |          | 11035/? [1:05:44<00:00,  2.80it/s]\nEpoch 0: |          | 11036/? [1:05:45<00:00,  2.80it/s]\nEpoch 0: |          | 11036/? [1:05:45<00:00,  2.80it/s]\nEpoch 0: |          | 11037/? [1:05:45<00:00,  2.80it/s]\nEpoch 0: |          | 11037/? [1:05:45<00:00,  2.80it/s]\nEpoch 0: |          | 11038/? [1:05:45<00:00,  2.80it/s]\nEpoch 0: |          | 11038/? [1:05:45<00:00,  2.80it/s]\nEpoch 0: |          | 11039/? [1:05:46<00:00,  2.80it/s]\nEpoch 0: |          | 11039/? [1:05:46<00:00,  2.80it/s]\nEpoch 0: |          | 11040/? [1:05:46<00:00,  2.80it/s]\nEpoch 0: |          | 11040/? [1:05:46<00:00,  2.80it/s]\nEpoch 0: |          | 11041/? [1:05:46<00:00,  2.80it/s]\nEpoch 0: |          | 11041/? [1:05:46<00:00,  2.80it/s]\nEpoch 0: |          | 11042/? [1:05:46<00:00,  2.80it/s]\nEpoch 0: |          | 11042/? [1:05:46<00:00,  2.80it/s]\nEpoch 0: |          | 11043/? [1:05:47<00:00,  2.80it/s]\nEpoch 0: |          | 11043/? [1:05:47<00:00,  2.80it/s]\nEpoch 0: |          | 11044/? [1:05:47<00:00,  2.80it/s]\nEpoch 0: |          | 11044/? [1:05:47<00:00,  2.80it/s]\nEpoch 0: |          | 11045/? [1:05:47<00:00,  2.80it/s]\nEpoch 0: |          | 11045/? [1:05:47<00:00,  2.80it/s]\nEpoch 0: |          | 11046/? [1:05:48<00:00,  2.80it/s]\nEpoch 0: |          | 11046/? [1:05:48<00:00,  2.80it/s]\nEpoch 0: |          | 11047/? [1:05:48<00:00,  2.80it/s]\nEpoch 0: |          | 11047/? [1:05:48<00:00,  2.80it/s]\nEpoch 0: |          | 11048/? [1:05:48<00:00,  2.80it/s]\nEpoch 0: |          | 11048/? [1:05:48<00:00,  2.80it/s]\nEpoch 0: |          | 11049/? [1:05:49<00:00,  2.80it/s]\nEpoch 0: |          | 11049/? [1:05:49<00:00,  2.80it/s]\nEpoch 0: |          | 11050/? [1:05:49<00:00,  2.80it/s]\nEpoch 0: |          | 11050/? [1:05:49<00:00,  2.80it/s]\nEpoch 0: |          | 11051/? [1:05:49<00:00,  2.80it/s]\nEpoch 0: |          | 11051/? [1:05:49<00:00,  2.80it/s]\nEpoch 0: |          | 11052/? [1:05:49<00:00,  2.80it/s]\nEpoch 0: |          | 11052/? [1:05:49<00:00,  2.80it/s]\nEpoch 0: |          | 11053/? [1:05:50<00:00,  2.80it/s]\nEpoch 0: |          | 11053/? [1:05:50<00:00,  2.80it/s]\nEpoch 0: |          | 11054/? [1:05:50<00:00,  2.80it/s]\nEpoch 0: |          | 11054/? [1:05:50<00:00,  2.80it/s]\nEpoch 0: |          | 11055/? [1:05:50<00:00,  2.80it/s]\nEpoch 0: |          | 11055/? [1:05:50<00:00,  2.80it/s]\nEpoch 0: |          | 11056/? [1:05:51<00:00,  2.80it/s]\nEpoch 0: |          | 11056/? [1:05:51<00:00,  2.80it/s]\nEpoch 0: |          | 11057/? [1:05:51<00:00,  2.80it/s]\nEpoch 0: |          | 11057/? [1:05:51<00:00,  2.80it/s]\nEpoch 0: |          | 11058/? [1:05:51<00:00,  2.80it/s]\nEpoch 0: |          | 11058/? [1:05:51<00:00,  2.80it/s]\nEpoch 0: |          | 11059/? [1:05:51<00:00,  2.80it/s]\nEpoch 0: |          | 11059/? [1:05:51<00:00,  2.80it/s]\nEpoch 0: |          | 11060/? [1:05:52<00:00,  2.80it/s]\nEpoch 0: |          | 11060/? [1:05:52<00:00,  2.80it/s]\nEpoch 0: |          | 11061/? [1:05:52<00:00,  2.80it/s]\nEpoch 0: |          | 11061/? [1:05:52<00:00,  2.80it/s]\nEpoch 0: |          | 11062/? [1:05:52<00:00,  2.80it/s]\nEpoch 0: |          | 11062/? [1:05:52<00:00,  2.80it/s]\nEpoch 0: |          | 11063/? [1:05:53<00:00,  2.80it/s]\nEpoch 0: |          | 11063/? [1:05:53<00:00,  2.80it/s]\nEpoch 0: |          | 11064/? [1:05:53<00:00,  2.80it/s]\nEpoch 0: |          | 11064/? [1:05:53<00:00,  2.80it/s]\nEpoch 0: |          | 11065/? [1:05:53<00:00,  2.80it/s]\nEpoch 0: |          | 11065/? [1:05:53<00:00,  2.80it/s]\nEpoch 0: |          | 11066/? [1:05:53<00:00,  2.80it/s]\nEpoch 0: |          | 11066/? [1:05:53<00:00,  2.80it/s]\nEpoch 0: |          | 11067/? [1:05:54<00:00,  2.80it/s]\nEpoch 0: |          | 11067/? [1:05:54<00:00,  2.80it/s]\nEpoch 0: |          | 11068/? [1:05:54<00:00,  2.80it/s]\nEpoch 0: |          | 11068/? [1:05:54<00:00,  2.80it/s]\nEpoch 0: |          | 11069/? [1:05:54<00:00,  2.80it/s]\nEpoch 0: |          | 11069/? [1:05:54<00:00,  2.80it/s]\nEpoch 0: |          | 11070/? [1:05:55<00:00,  2.80it/s]\nEpoch 0: |          | 11070/? [1:05:55<00:00,  2.80it/s]\nEpoch 0: |          | 11071/? [1:05:55<00:00,  2.80it/s]\nEpoch 0: |          | 11071/? [1:05:55<00:00,  2.80it/s]\nEpoch 0: |          | 11072/? [1:05:55<00:00,  2.80it/s]\nEpoch 0: |          | 11072/? [1:05:55<00:00,  2.80it/s]\nEpoch 0: |          | 11073/? [1:05:56<00:00,  2.80it/s]\nEpoch 0: |          | 11073/? [1:05:56<00:00,  2.80it/s]\nEpoch 0: |          | 11074/? [1:05:56<00:00,  2.80it/s]\nEpoch 0: |          | 11074/? [1:05:56<00:00,  2.80it/s]\nEpoch 0: |          | 11075/? [1:05:56<00:00,  2.80it/s]\nEpoch 0: |          | 11075/? [1:05:56<00:00,  2.80it/s]\nEpoch 0: |          | 11076/? [1:05:56<00:00,  2.80it/s]\nEpoch 0: |          | 11076/? [1:05:56<00:00,  2.80it/s]\nEpoch 0: |          | 11077/? [1:05:57<00:00,  2.80it/s]\nEpoch 0: |          | 11077/? [1:05:57<00:00,  2.80it/s]\nEpoch 0: |          | 11078/? [1:05:57<00:00,  2.80it/s]\nEpoch 0: |          | 11078/? [1:05:57<00:00,  2.80it/s]\nEpoch 0: |          | 11079/? [1:05:57<00:00,  2.80it/s]\nEpoch 0: |          | 11079/? [1:05:57<00:00,  2.80it/s]\nEpoch 0: |          | 11080/? [1:05:58<00:00,  2.80it/s]\nEpoch 0: |          | 11080/? [1:05:58<00:00,  2.80it/s]\nEpoch 0: |          | 11081/? [1:05:58<00:00,  2.80it/s]\nEpoch 0: |          | 11081/? [1:05:58<00:00,  2.80it/s]\nEpoch 0: |          | 11082/? [1:05:58<00:00,  2.80it/s]\nEpoch 0: |          | 11082/? [1:05:58<00:00,  2.80it/s]\nEpoch 0: |          | 11083/? [1:05:58<00:00,  2.80it/s]\nEpoch 0: |          | 11083/? [1:05:58<00:00,  2.80it/s]\nEpoch 0: |          | 11084/? [1:05:59<00:00,  2.80it/s]\nEpoch 0: |          | 11084/? [1:05:59<00:00,  2.80it/s]\nEpoch 0: |          | 11085/? [1:05:59<00:00,  2.80it/s]\nEpoch 0: |          | 11085/? [1:05:59<00:00,  2.80it/s]\nEpoch 0: |          | 11086/? [1:05:59<00:00,  2.80it/s]\nEpoch 0: |          | 11086/? [1:05:59<00:00,  2.80it/s]\nEpoch 0: |          | 11087/? [1:06:00<00:00,  2.80it/s]\nEpoch 0: |          | 11087/? [1:06:00<00:00,  2.80it/s]\nEpoch 0: |          | 11088/? [1:06:00<00:00,  2.80it/s]\nEpoch 0: |          | 11088/? [1:06:00<00:00,  2.80it/s]\nEpoch 0: |          | 11089/? [1:06:00<00:00,  2.80it/s]\nEpoch 0: |          | 11089/? [1:06:00<00:00,  2.80it/s]\nEpoch 0: |          | 11090/? [1:06:00<00:00,  2.80it/s]\nEpoch 0: |          | 11090/? [1:06:00<00:00,  2.80it/s]\nEpoch 0: |          | 11091/? [1:06:01<00:00,  2.80it/s]\nEpoch 0: |          | 11091/? [1:06:01<00:00,  2.80it/s]\nEpoch 0: |          | 11092/? [1:06:01<00:00,  2.80it/s]\nEpoch 0: |          | 11092/? [1:06:01<00:00,  2.80it/s]\nEpoch 0: |          | 11093/? [1:06:01<00:00,  2.80it/s]\nEpoch 0: |          | 11093/? [1:06:01<00:00,  2.80it/s]\nEpoch 0: |          | 11094/? [1:06:02<00:00,  2.80it/s]\nEpoch 0: |          | 11094/? [1:06:02<00:00,  2.80it/s]\nEpoch 0: |          | 11095/? [1:06:02<00:00,  2.80it/s]\nEpoch 0: |          | 11095/? [1:06:02<00:00,  2.80it/s]\nEpoch 0: |          | 11096/? [1:06:02<00:00,  2.80it/s]\nEpoch 0: |          | 11096/? [1:06:02<00:00,  2.80it/s]\nEpoch 0: |          | 11097/? [1:06:03<00:00,  2.80it/s]\nEpoch 0: |          | 11097/? [1:06:03<00:00,  2.80it/s]\nEpoch 0: |          | 11098/? [1:06:03<00:00,  2.80it/s]\nEpoch 0: |          | 11098/? [1:06:03<00:00,  2.80it/s]\nEpoch 0: |          | 11099/? [1:06:03<00:00,  2.80it/s]\nEpoch 0: |          | 11099/? [1:06:03<00:00,  2.80it/s]\nEpoch 0: |          | 11100/? [1:06:03<00:00,  2.80it/s]\nEpoch 0: |          | 11100/? [1:06:03<00:00,  2.80it/s]\nEpoch 0: |          | 11101/? [1:06:04<00:00,  2.80it/s]\nEpoch 0: |          | 11101/? [1:06:04<00:00,  2.80it/s]\nEpoch 0: |          | 11102/? [1:06:04<00:00,  2.80it/s]\nEpoch 0: |          | 11102/? [1:06:04<00:00,  2.80it/s]\nEpoch 0: |          | 11103/? [1:06:04<00:00,  2.80it/s]\nEpoch 0: |          | 11103/? [1:06:04<00:00,  2.80it/s]\nEpoch 0: |          | 11104/? [1:06:05<00:00,  2.80it/s]\nEpoch 0: |          | 11104/? [1:06:05<00:00,  2.80it/s]\nEpoch 0: |          | 11105/? [1:06:05<00:00,  2.80it/s]\nEpoch 0: |          | 11105/? [1:06:05<00:00,  2.80it/s]\nEpoch 0: |          | 11106/? [1:06:05<00:00,  2.80it/s]\nEpoch 0: |          | 11106/? [1:06:05<00:00,  2.80it/s]\nEpoch 0: |          | 11107/? [1:06:05<00:00,  2.80it/s]\nEpoch 0: |          | 11107/? [1:06:05<00:00,  2.80it/s]\nEpoch 0: |          | 11108/? [1:06:06<00:00,  2.80it/s]\nEpoch 0: |          | 11108/? [1:06:06<00:00,  2.80it/s]\nEpoch 0: |          | 11109/? [1:06:06<00:00,  2.80it/s]\nEpoch 0: |          | 11109/? [1:06:06<00:00,  2.80it/s]\nEpoch 0: |          | 11110/? [1:06:06<00:00,  2.80it/s]\nEpoch 0: |          | 11110/? [1:06:06<00:00,  2.80it/s]\nEpoch 0: |          | 11111/? [1:06:07<00:00,  2.80it/s]\nEpoch 0: |          | 11111/? [1:06:07<00:00,  2.80it/s]\nEpoch 0: |          | 11112/? [1:06:07<00:00,  2.80it/s]\nEpoch 0: |          | 11112/? [1:06:07<00:00,  2.80it/s]\nEpoch 0: |          | 11113/? [1:06:07<00:00,  2.80it/s]\nEpoch 0: |          | 11113/? [1:06:07<00:00,  2.80it/s]\nEpoch 0: |          | 11114/? [1:06:08<00:00,  2.80it/s]\nEpoch 0: |          | 11114/? [1:06:08<00:00,  2.80it/s]\nEpoch 0: |          | 11115/? [1:06:08<00:00,  2.80it/s]\nEpoch 0: |          | 11115/? [1:06:08<00:00,  2.80it/s]\nEpoch 0: |          | 11116/? [1:06:08<00:00,  2.80it/s]\nEpoch 0: |          | 11116/? [1:06:08<00:00,  2.80it/s]\nEpoch 0: |          | 11117/? [1:06:08<00:00,  2.80it/s]\nEpoch 0: |          | 11117/? [1:06:08<00:00,  2.80it/s]\nEpoch 0: |          | 11118/? [1:06:09<00:00,  2.80it/s]\nEpoch 0: |          | 11118/? [1:06:09<00:00,  2.80it/s]\nEpoch 0: |          | 11119/? [1:06:09<00:00,  2.80it/s]\nEpoch 0: |          | 11119/? [1:06:09<00:00,  2.80it/s]\nEpoch 0: |          | 11120/? [1:06:09<00:00,  2.80it/s]\nEpoch 0: |          | 11120/? [1:06:09<00:00,  2.80it/s]\nEpoch 0: |          | 11121/? [1:06:10<00:00,  2.80it/s]\nEpoch 0: |          | 11121/? [1:06:10<00:00,  2.80it/s]\nEpoch 0: |          | 11122/? [1:06:10<00:00,  2.80it/s]\nEpoch 0: |          | 11122/? [1:06:10<00:00,  2.80it/s]\nEpoch 0: |          | 11123/? [1:06:10<00:00,  2.80it/s]\nEpoch 0: |          | 11123/? [1:06:10<00:00,  2.80it/s]\nEpoch 0: |          | 11124/? [1:06:10<00:00,  2.80it/s]\nEpoch 0: |          | 11124/? [1:06:10<00:00,  2.80it/s]\nEpoch 0: |          | 11125/? [1:06:11<00:00,  2.80it/s]\nEpoch 0: |          | 11125/? [1:06:11<00:00,  2.80it/s]\nEpoch 0: |          | 11126/? [1:06:11<00:00,  2.80it/s]\nEpoch 0: |          | 11126/? [1:06:11<00:00,  2.80it/s]\nEpoch 0: |          | 11127/? [1:06:11<00:00,  2.80it/s]\nEpoch 0: |          | 11127/? [1:06:11<00:00,  2.80it/s]\nEpoch 0: |          | 11128/? [1:06:12<00:00,  2.80it/s]\nEpoch 0: |          | 11128/? [1:06:12<00:00,  2.80it/s]\nEpoch 0: |          | 11129/? [1:06:12<00:00,  2.80it/s]\nEpoch 0: |          | 11129/? [1:06:12<00:00,  2.80it/s]\nEpoch 0: |          | 11130/? [1:06:12<00:00,  2.80it/s]\nEpoch 0: |          | 11130/? [1:06:12<00:00,  2.80it/s]\nEpoch 0: |          | 11131/? [1:06:13<00:00,  2.80it/s]\nEpoch 0: |          | 11131/? [1:06:13<00:00,  2.80it/s]\nEpoch 0: |          | 11132/? [1:06:13<00:00,  2.80it/s]\nEpoch 0: |          | 11132/? [1:06:13<00:00,  2.80it/s]\nEpoch 0: |          | 11133/? [1:06:13<00:00,  2.80it/s]\nEpoch 0: |          | 11133/? [1:06:13<00:00,  2.80it/s]\nEpoch 0: |          | 11134/? [1:06:13<00:00,  2.80it/s]\nEpoch 0: |          | 11134/? [1:06:13<00:00,  2.80it/s]\nEpoch 0: |          | 11135/? [1:06:14<00:00,  2.80it/s]\nEpoch 0: |          | 11135/? [1:06:14<00:00,  2.80it/s]\nEpoch 0: |          | 11136/? [1:06:14<00:00,  2.80it/s]\nEpoch 0: |          | 11136/? [1:06:14<00:00,  2.80it/s]\nEpoch 0: |          | 11137/? [1:06:14<00:00,  2.80it/s]\nEpoch 0: |          | 11137/? [1:06:14<00:00,  2.80it/s]\nEpoch 0: |          | 11138/? [1:06:15<00:00,  2.80it/s]\nEpoch 0: |          | 11138/? [1:06:15<00:00,  2.80it/s]\nEpoch 0: |          | 11139/? [1:06:15<00:00,  2.80it/s]\nEpoch 0: |          | 11139/? [1:06:15<00:00,  2.80it/s]\nEpoch 0: |          | 11140/? [1:06:15<00:00,  2.80it/s]\nEpoch 0: |          | 11140/? [1:06:15<00:00,  2.80it/s]\nEpoch 0: |          | 11141/? [1:06:15<00:00,  2.80it/s]\nEpoch 0: |          | 11141/? [1:06:15<00:00,  2.80it/s]\nEpoch 0: |          | 11142/? [1:06:16<00:00,  2.80it/s]\nEpoch 0: |          | 11142/? [1:06:16<00:00,  2.80it/s]\nEpoch 0: |          | 11143/? [1:06:16<00:00,  2.80it/s]\nEpoch 0: |          | 11143/? [1:06:16<00:00,  2.80it/s]\nEpoch 0: |          | 11144/? [1:06:16<00:00,  2.80it/s]\nEpoch 0: |          | 11144/? [1:06:16<00:00,  2.80it/s]\nEpoch 0: |          | 11145/? [1:06:17<00:00,  2.80it/s]\nEpoch 0: |          | 11145/? [1:06:17<00:00,  2.80it/s]\nEpoch 0: |          | 11146/? [1:06:17<00:00,  2.80it/s]\nEpoch 0: |          | 11146/? [1:06:17<00:00,  2.80it/s]\nEpoch 0: |          | 11147/? [1:06:17<00:00,  2.80it/s]\nEpoch 0: |          | 11147/? [1:06:17<00:00,  2.80it/s]\nEpoch 0: |          | 11148/? [1:06:17<00:00,  2.80it/s]\nEpoch 0: |          | 11148/? [1:06:17<00:00,  2.80it/s]\nEpoch 0: |          | 11149/? [1:06:18<00:00,  2.80it/s]\nEpoch 0: |          | 11149/? [1:06:18<00:00,  2.80it/s]\nEpoch 0: |          | 11150/? [1:06:18<00:00,  2.80it/s]\nEpoch 0: |          | 11150/? [1:06:18<00:00,  2.80it/s]\nEpoch 0: |          | 11151/? [1:06:18<00:00,  2.80it/s]\nEpoch 0: |          | 11151/? [1:06:18<00:00,  2.80it/s]\nEpoch 0: |          | 11152/? [1:06:19<00:00,  2.80it/s]\nEpoch 0: |          | 11152/? [1:06:19<00:00,  2.80it/s]\nEpoch 0: |          | 11153/? [1:06:19<00:00,  2.80it/s]\nEpoch 0: |          | 11153/? [1:06:19<00:00,  2.80it/s]\nEpoch 0: |          | 11154/? [1:06:19<00:00,  2.80it/s]\nEpoch 0: |          | 11154/? [1:06:19<00:00,  2.80it/s]\nEpoch 0: |          | 11155/? [1:06:19<00:00,  2.80it/s]\nEpoch 0: |          | 11155/? [1:06:19<00:00,  2.80it/s]\nEpoch 0: |          | 11156/? [1:06:20<00:00,  2.80it/s]\nEpoch 0: |          | 11156/? [1:06:20<00:00,  2.80it/s]\nEpoch 0: |          | 11157/? [1:06:20<00:00,  2.80it/s]\nEpoch 0: |          | 11157/? [1:06:20<00:00,  2.80it/s]\nEpoch 0: |          | 11158/? [1:06:20<00:00,  2.80it/s]\nEpoch 0: |          | 11158/? [1:06:20<00:00,  2.80it/s]\nEpoch 0: |          | 11159/? [1:06:21<00:00,  2.80it/s]\nEpoch 0: |          | 11159/? [1:06:21<00:00,  2.80it/s]\nEpoch 0: |          | 11160/? [1:06:21<00:00,  2.80it/s]\nEpoch 0: |          | 11160/? [1:06:21<00:00,  2.80it/s]\nEpoch 0: |          | 11161/? [1:06:21<00:00,  2.80it/s]\nEpoch 0: |          | 11161/? [1:06:21<00:00,  2.80it/s]\nEpoch 0: |          | 11162/? [1:06:21<00:00,  2.80it/s]\nEpoch 0: |          | 11162/? [1:06:21<00:00,  2.80it/s]\nEpoch 0: |          | 11163/? [1:06:22<00:00,  2.80it/s]\nEpoch 0: |          | 11163/? [1:06:22<00:00,  2.80it/s]\nEpoch 0: |          | 11164/? [1:06:22<00:00,  2.80it/s]\nEpoch 0: |          | 11164/? [1:06:22<00:00,  2.80it/s]\nEpoch 0: |          | 11165/? [1:06:22<00:00,  2.80it/s]\nEpoch 0: |          | 11165/? [1:06:22<00:00,  2.80it/s]\nEpoch 0: |          | 11166/? [1:06:23<00:00,  2.80it/s]\nEpoch 0: |          | 11166/? [1:06:23<00:00,  2.80it/s]\nEpoch 0: |          | 11167/? [1:06:23<00:00,  2.80it/s]\nEpoch 0: |          | 11167/? [1:06:23<00:00,  2.80it/s]\nEpoch 0: |          | 11168/? [1:06:23<00:00,  2.80it/s]\nEpoch 0: |          | 11168/? [1:06:23<00:00,  2.80it/s]\nEpoch 0: |          | 11169/? [1:06:24<00:00,  2.80it/s]\nEpoch 0: |          | 11169/? [1:06:24<00:00,  2.80it/s]\nEpoch 0: |          | 11170/? [1:06:24<00:00,  2.80it/s]\nEpoch 0: |          | 11170/? [1:06:24<00:00,  2.80it/s]\nEpoch 0: |          | 11171/? [1:06:24<00:00,  2.80it/s]\nEpoch 0: |          | 11171/? [1:06:24<00:00,  2.80it/s]\nEpoch 0: |          | 11172/? [1:06:24<00:00,  2.80it/s]\nEpoch 0: |          | 11172/? [1:06:24<00:00,  2.80it/s]\nEpoch 0: |          | 11173/? [1:06:25<00:00,  2.80it/s]\nEpoch 0: |          | 11173/? [1:06:25<00:00,  2.80it/s]\nEpoch 0: |          | 11174/? [1:06:25<00:00,  2.80it/s]\nEpoch 0: |          | 11174/? [1:06:25<00:00,  2.80it/s]\nEpoch 0: |          | 11175/? [1:06:25<00:00,  2.80it/s]\nEpoch 0: |          | 11175/? [1:06:25<00:00,  2.80it/s]\nEpoch 0: |          | 11176/? [1:06:26<00:00,  2.80it/s]\nEpoch 0: |          | 11176/? [1:06:26<00:00,  2.80it/s]\nEpoch 0: |          | 11177/? [1:06:26<00:00,  2.80it/s]\nEpoch 0: |          | 11177/? [1:06:26<00:00,  2.80it/s]\nEpoch 0: |          | 11178/? [1:06:26<00:00,  2.80it/s]\nEpoch 0: |          | 11178/? [1:06:26<00:00,  2.80it/s]\nEpoch 0: |          | 11179/? [1:06:27<00:00,  2.80it/s]\nEpoch 0: |          | 11179/? [1:06:27<00:00,  2.80it/s]\nEpoch 0: |          | 11180/? [1:06:27<00:00,  2.80it/s]\nEpoch 0: |          | 11180/? [1:06:27<00:00,  2.80it/s]\nEpoch 0: |          | 11181/? [1:06:27<00:00,  2.80it/s]\nEpoch 0: |          | 11181/? [1:06:27<00:00,  2.80it/s]\nEpoch 0: |          | 11182/? [1:06:27<00:00,  2.80it/s]\nEpoch 0: |          | 11182/? [1:06:27<00:00,  2.80it/s]\nEpoch 0: |          | 11183/? [1:06:28<00:00,  2.80it/s]\nEpoch 0: |          | 11183/? [1:06:28<00:00,  2.80it/s]\nEpoch 0: |          | 11184/? [1:06:28<00:00,  2.80it/s]\nEpoch 0: |          | 11184/? [1:06:28<00:00,  2.80it/s]\nEpoch 0: |          | 11185/? [1:06:28<00:00,  2.80it/s]\nEpoch 0: |          | 11185/? [1:06:28<00:00,  2.80it/s]\nEpoch 0: |          | 11186/? [1:06:29<00:00,  2.80it/s]\nEpoch 0: |          | 11186/? [1:06:29<00:00,  2.80it/s]\nEpoch 0: |          | 11187/? [1:06:29<00:00,  2.80it/s]\nEpoch 0: |          | 11187/? [1:06:29<00:00,  2.80it/s]\nEpoch 0: |          | 11188/? [1:06:29<00:00,  2.80it/s]\nEpoch 0: |          | 11188/? [1:06:29<00:00,  2.80it/s]\nEpoch 0: |          | 11189/? [1:06:29<00:00,  2.80it/s]\nEpoch 0: |          | 11189/? [1:06:29<00:00,  2.80it/s]\nEpoch 0: |          | 11190/? [1:06:30<00:00,  2.80it/s]\nEpoch 0: |          | 11190/? [1:06:30<00:00,  2.80it/s]\nEpoch 0: |          | 11191/? [1:06:30<00:00,  2.80it/s]\nEpoch 0: |          | 11191/? [1:06:30<00:00,  2.80it/s]\nEpoch 0: |          | 11192/? [1:06:30<00:00,  2.80it/s]\nEpoch 0: |          | 11192/? [1:06:30<00:00,  2.80it/s]\nEpoch 0: |          | 11193/? [1:06:31<00:00,  2.80it/s]\nEpoch 0: |          | 11193/? [1:06:31<00:00,  2.80it/s]\nEpoch 0: |          | 11194/? [1:06:31<00:00,  2.80it/s]\nEpoch 0: |          | 11194/? [1:06:31<00:00,  2.80it/s]\nEpoch 0: |          | 11195/? [1:06:31<00:00,  2.80it/s]\nEpoch 0: |          | 11195/? [1:06:31<00:00,  2.80it/s]\nEpoch 0: |          | 11196/? [1:06:31<00:00,  2.80it/s]\nEpoch 0: |          | 11196/? [1:06:31<00:00,  2.80it/s]\nEpoch 0: |          | 11197/? [1:06:32<00:00,  2.80it/s]\nEpoch 0: |          | 11197/? [1:06:32<00:00,  2.80it/s]\nEpoch 0: |          | 11198/? [1:06:32<00:00,  2.80it/s]\nEpoch 0: |          | 11198/? [1:06:32<00:00,  2.80it/s]\nEpoch 0: |          | 11199/? [1:06:32<00:00,  2.80it/s]\nEpoch 0: |          | 11199/? [1:06:32<00:00,  2.80it/s]\nEpoch 0: |          | 11200/? [1:06:33<00:00,  2.80it/s]\nEpoch 0: |          | 11200/? [1:06:33<00:00,  2.80it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.76it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 16.89it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 16.54it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 16.26it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 11200/? [1:06:33<00:00,  2.80it/s]\nEpoch 0: |          | 11201/? [1:06:33<00:00,  2.80it/s]\nEpoch 0: |          | 11201/? [1:06:33<00:00,  2.80it/s]\nEpoch 0: |          | 11202/? [1:06:33<00:00,  2.80it/s]\nEpoch 0: |          | 11202/? [1:06:33<00:00,  2.80it/s]\nEpoch 0: |          | 11203/? [1:06:34<00:00,  2.80it/s]\nEpoch 0: |          | 11203/? [1:06:34<00:00,  2.80it/s]\nEpoch 0: |          | 11204/? [1:06:34<00:00,  2.80it/s]\nEpoch 0: |          | 11204/? [1:06:34<00:00,  2.80it/s]\nEpoch 0: |          | 11205/? [1:06:34<00:00,  2.80it/s]\nEpoch 0: |          | 11205/? [1:06:34<00:00,  2.80it/s]\nEpoch 0: |          | 11206/? [1:06:35<00:00,  2.80it/s]\nEpoch 0: |          | 11206/? [1:06:35<00:00,  2.80it/s]\nEpoch 0: |          | 11207/? [1:06:35<00:00,  2.80it/s]\nEpoch 0: |          | 11207/? [1:06:35<00:00,  2.80it/s]\nEpoch 0: |          | 11208/? [1:06:35<00:00,  2.80it/s]\nEpoch 0: |          | 11208/? [1:06:35<00:00,  2.80it/s]\nEpoch 0: |          | 11209/? [1:06:36<00:00,  2.80it/s]\nEpoch 0: |          | 11209/? [1:06:36<00:00,  2.80it/s]\nEpoch 0: |          | 11210/? [1:06:36<00:00,  2.81it/s]\nEpoch 0: |          | 11210/? [1:06:36<00:00,  2.81it/s]\nEpoch 0: |          | 11211/? [1:06:36<00:00,  2.81it/s]\nEpoch 0: |          | 11211/? [1:06:36<00:00,  2.81it/s]\nEpoch 0: |          | 11212/? [1:06:36<00:00,  2.81it/s]\nEpoch 0: |          | 11212/? [1:06:36<00:00,  2.81it/s]\nEpoch 0: |          | 11213/? [1:06:37<00:00,  2.81it/s]\nEpoch 0: |          | 11213/? [1:06:37<00:00,  2.81it/s]\nEpoch 0: |          | 11214/? [1:06:37<00:00,  2.81it/s]\nEpoch 0: |          | 11214/? [1:06:37<00:00,  2.81it/s]\nEpoch 0: |          | 11215/? [1:06:37<00:00,  2.81it/s]\nEpoch 0: |          | 11215/? [1:06:37<00:00,  2.81it/s]\nEpoch 0: |          | 11216/? [1:06:38<00:00,  2.81it/s]\nEpoch 0: |          | 11216/? [1:06:38<00:00,  2.81it/s]\nEpoch 0: |          | 11217/? [1:06:38<00:00,  2.81it/s]\nEpoch 0: |          | 11217/? [1:06:38<00:00,  2.81it/s]\nEpoch 0: |          | 11218/? [1:06:38<00:00,  2.81it/s]\nEpoch 0: |          | 11218/? [1:06:38<00:00,  2.81it/s]\nEpoch 0: |          | 11219/? [1:06:38<00:00,  2.81it/s]\nEpoch 0: |          | 11219/? [1:06:38<00:00,  2.81it/s]\nEpoch 0: |          | 11220/? [1:06:39<00:00,  2.81it/s]\nEpoch 0: |          | 11220/? [1:06:39<00:00,  2.81it/s]\nEpoch 0: |          | 11221/? [1:06:39<00:00,  2.81it/s]\nEpoch 0: |          | 11221/? [1:06:39<00:00,  2.81it/s]\nEpoch 0: |          | 11222/? [1:06:39<00:00,  2.81it/s]\nEpoch 0: |          | 11222/? [1:06:39<00:00,  2.81it/s]\nEpoch 0: |          | 11223/? [1:06:40<00:00,  2.81it/s]\nEpoch 0: |          | 11223/? [1:06:40<00:00,  2.81it/s]\nEpoch 0: |          | 11224/? [1:06:40<00:00,  2.81it/s]\nEpoch 0: |          | 11224/? [1:06:40<00:00,  2.81it/s]\nEpoch 0: |          | 11225/? [1:06:40<00:00,  2.81it/s]\nEpoch 0: |          | 11225/? [1:06:40<00:00,  2.81it/s]\nEpoch 0: |          | 11226/? [1:06:40<00:00,  2.81it/s]\nEpoch 0: |          | 11226/? [1:06:40<00:00,  2.81it/s]\nEpoch 0: |          | 11227/? [1:06:41<00:00,  2.81it/s]\nEpoch 0: |          | 11227/? [1:06:41<00:00,  2.81it/s]\nEpoch 0: |          | 11228/? [1:06:41<00:00,  2.81it/s]\nEpoch 0: |          | 11228/? [1:06:41<00:00,  2.81it/s]\nEpoch 0: |          | 11229/? [1:06:41<00:00,  2.81it/s]\nEpoch 0: |          | 11229/? [1:06:41<00:00,  2.81it/s]\nEpoch 0: |          | 11230/? [1:06:42<00:00,  2.81it/s]\nEpoch 0: |          | 11230/? [1:06:42<00:00,  2.81it/s]\nEpoch 0: |          | 11231/? [1:06:42<00:00,  2.81it/s]\nEpoch 0: |          | 11231/? [1:06:42<00:00,  2.81it/s]\nEpoch 0: |          | 11232/? [1:06:42<00:00,  2.81it/s]\nEpoch 0: |          | 11232/? [1:06:42<00:00,  2.81it/s]\nEpoch 0: |          | 11233/? [1:06:43<00:00,  2.81it/s]\nEpoch 0: |          | 11233/? [1:06:43<00:00,  2.81it/s]\nEpoch 0: |          | 11234/? [1:06:43<00:00,  2.81it/s]\nEpoch 0: |          | 11234/? [1:06:43<00:00,  2.81it/s]\nEpoch 0: |          | 11235/? [1:06:43<00:00,  2.81it/s]\nEpoch 0: |          | 11235/? [1:06:43<00:00,  2.81it/s]\nEpoch 0: |          | 11236/? [1:06:43<00:00,  2.81it/s]\nEpoch 0: |          | 11236/? [1:06:43<00:00,  2.81it/s]\nEpoch 0: |          | 11237/? [1:06:44<00:00,  2.81it/s]\nEpoch 0: |          | 11237/? [1:06:44<00:00,  2.81it/s]\nEpoch 0: |          | 11238/? [1:06:44<00:00,  2.81it/s]\nEpoch 0: |          | 11238/? [1:06:44<00:00,  2.81it/s]\nEpoch 0: |          | 11239/? [1:06:44<00:00,  2.81it/s]\nEpoch 0: |          | 11239/? [1:06:44<00:00,  2.81it/s]\nEpoch 0: |          | 11240/? [1:06:45<00:00,  2.81it/s]\nEpoch 0: |          | 11240/? [1:06:45<00:00,  2.81it/s]\nEpoch 0: |          | 11241/? [1:06:45<00:00,  2.81it/s]\nEpoch 0: |          | 11241/? [1:06:45<00:00,  2.81it/s]\nEpoch 0: |          | 11242/? [1:06:45<00:00,  2.81it/s]\nEpoch 0: |          | 11242/? [1:06:45<00:00,  2.81it/s]\nEpoch 0: |          | 11243/? [1:06:45<00:00,  2.81it/s]\nEpoch 0: |          | 11243/? [1:06:45<00:00,  2.81it/s]\nEpoch 0: |          | 11244/? [1:06:46<00:00,  2.81it/s]\nEpoch 0: |          | 11244/? [1:06:46<00:00,  2.81it/s]\nEpoch 0: |          | 11245/? [1:06:46<00:00,  2.81it/s]\nEpoch 0: |          | 11245/? [1:06:46<00:00,  2.81it/s]\nEpoch 0: |          | 11246/? [1:06:46<00:00,  2.81it/s]\nEpoch 0: |          | 11246/? [1:06:46<00:00,  2.81it/s]\nEpoch 0: |          | 11247/? [1:06:47<00:00,  2.81it/s]\nEpoch 0: |          | 11247/? [1:06:47<00:00,  2.81it/s]\nEpoch 0: |          | 11248/? [1:06:47<00:00,  2.81it/s]\nEpoch 0: |          | 11248/? [1:06:47<00:00,  2.81it/s]\nEpoch 0: |          | 11249/? [1:06:47<00:00,  2.81it/s]\nEpoch 0: |          | 11249/? [1:06:47<00:00,  2.81it/s]\nEpoch 0: |          | 11250/? [1:06:48<00:00,  2.81it/s]\nEpoch 0: |          | 11250/? [1:06:48<00:00,  2.81it/s]\nEpoch 0: |          | 11251/? [1:06:48<00:00,  2.81it/s]\nEpoch 0: |          | 11251/? [1:06:48<00:00,  2.81it/s]\nEpoch 0: |          | 11252/? [1:06:48<00:00,  2.81it/s]\nEpoch 0: |          | 11252/? [1:06:48<00:00,  2.81it/s]\nEpoch 0: |          | 11253/? [1:06:48<00:00,  2.81it/s]\nEpoch 0: |          | 11253/? [1:06:48<00:00,  2.81it/s]\nEpoch 0: |          | 11254/? [1:06:49<00:00,  2.81it/s]\nEpoch 0: |          | 11254/? [1:06:49<00:00,  2.81it/s]\nEpoch 0: |          | 11255/? [1:06:49<00:00,  2.81it/s]\nEpoch 0: |          | 11255/? [1:06:49<00:00,  2.81it/s]\nEpoch 0: |          | 11256/? [1:06:49<00:00,  2.81it/s]\nEpoch 0: |          | 11256/? [1:06:49<00:00,  2.81it/s]\nEpoch 0: |          | 11257/? [1:06:50<00:00,  2.81it/s]\nEpoch 0: |          | 11257/? [1:06:50<00:00,  2.81it/s]\nEpoch 0: |          | 11258/? [1:06:50<00:00,  2.81it/s]\nEpoch 0: |          | 11258/? [1:06:50<00:00,  2.81it/s]\nEpoch 0: |          | 11259/? [1:06:50<00:00,  2.81it/s]\nEpoch 0: |          | 11259/? [1:06:50<00:00,  2.81it/s]\nEpoch 0: |          | 11260/? [1:06:51<00:00,  2.81it/s]\nEpoch 0: |          | 11260/? [1:06:51<00:00,  2.81it/s]\nEpoch 0: |          | 11261/? [1:06:51<00:00,  2.81it/s]\nEpoch 0: |          | 11261/? [1:06:51<00:00,  2.81it/s]\nEpoch 0: |          | 11262/? [1:06:51<00:00,  2.81it/s]\nEpoch 0: |          | 11262/? [1:06:51<00:00,  2.81it/s]\nEpoch 0: |          | 11263/? [1:06:51<00:00,  2.81it/s]\nEpoch 0: |          | 11263/? [1:06:51<00:00,  2.81it/s]\nEpoch 0: |          | 11264/? [1:06:52<00:00,  2.81it/s]\nEpoch 0: |          | 11264/? [1:06:52<00:00,  2.81it/s]\nEpoch 0: |          | 11265/? [1:06:52<00:00,  2.81it/s]\nEpoch 0: |          | 11265/? [1:06:52<00:00,  2.81it/s]\nEpoch 0: |          | 11266/? [1:06:52<00:00,  2.81it/s]\nEpoch 0: |          | 11266/? [1:06:52<00:00,  2.81it/s]\nEpoch 0: |          | 11267/? [1:06:53<00:00,  2.81it/s]\nEpoch 0: |          | 11267/? [1:06:53<00:00,  2.81it/s]\nEpoch 0: |          | 11268/? [1:06:53<00:00,  2.81it/s]\nEpoch 0: |          | 11268/? [1:06:53<00:00,  2.81it/s]\nEpoch 0: |          | 11269/? [1:06:53<00:00,  2.81it/s]\nEpoch 0: |          | 11269/? [1:06:53<00:00,  2.81it/s]\nEpoch 0: |          | 11270/? [1:06:54<00:00,  2.81it/s]\nEpoch 0: |          | 11270/? [1:06:54<00:00,  2.81it/s]\nEpoch 0: |          | 11271/? [1:06:54<00:00,  2.81it/s]\nEpoch 0: |          | 11271/? [1:06:54<00:00,  2.81it/s]\nEpoch 0: |          | 11272/? [1:06:54<00:00,  2.81it/s]\nEpoch 0: |          | 11272/? [1:06:54<00:00,  2.81it/s]\nEpoch 0: |          | 11273/? [1:06:54<00:00,  2.81it/s]\nEpoch 0: |          | 11273/? [1:06:54<00:00,  2.81it/s]\nEpoch 0: |          | 11274/? [1:06:55<00:00,  2.81it/s]\nEpoch 0: |          | 11274/? [1:06:55<00:00,  2.81it/s]\nEpoch 0: |          | 11275/? [1:06:55<00:00,  2.81it/s]\nEpoch 0: |          | 11275/? [1:06:55<00:00,  2.81it/s]\nEpoch 0: |          | 11276/? [1:06:55<00:00,  2.81it/s]\nEpoch 0: |          | 11276/? [1:06:55<00:00,  2.81it/s]\nEpoch 0: |          | 11277/? [1:06:56<00:00,  2.81it/s]\nEpoch 0: |          | 11277/? [1:06:56<00:00,  2.81it/s]\nEpoch 0: |          | 11278/? [1:06:56<00:00,  2.81it/s]\nEpoch 0: |          | 11278/? [1:06:56<00:00,  2.81it/s]\nEpoch 0: |          | 11279/? [1:06:56<00:00,  2.81it/s]\nEpoch 0: |          | 11279/? [1:06:56<00:00,  2.81it/s]\nEpoch 0: |          | 11280/? [1:06:57<00:00,  2.81it/s]\nEpoch 0: |          | 11280/? [1:06:57<00:00,  2.81it/s]\nEpoch 0: |          | 11281/? [1:06:57<00:00,  2.81it/s]\nEpoch 0: |          | 11281/? [1:06:57<00:00,  2.81it/s]\nEpoch 0: |          | 11282/? [1:06:57<00:00,  2.81it/s]\nEpoch 0: |          | 11282/? [1:06:57<00:00,  2.81it/s]\nEpoch 0: |          | 11283/? [1:06:57<00:00,  2.81it/s]\nEpoch 0: |          | 11283/? [1:06:57<00:00,  2.81it/s]\nEpoch 0: |          | 11284/? [1:06:58<00:00,  2.81it/s]\nEpoch 0: |          | 11284/? [1:06:58<00:00,  2.81it/s]\nEpoch 0: |          | 11285/? [1:06:58<00:00,  2.81it/s]\nEpoch 0: |          | 11285/? [1:06:58<00:00,  2.81it/s]\nEpoch 0: |          | 11286/? [1:06:58<00:00,  2.81it/s]\nEpoch 0: |          | 11286/? [1:06:58<00:00,  2.81it/s]\nEpoch 0: |          | 11287/? [1:06:59<00:00,  2.81it/s]\nEpoch 0: |          | 11287/? [1:06:59<00:00,  2.81it/s]\nEpoch 0: |          | 11288/? [1:06:59<00:00,  2.81it/s]\nEpoch 0: |          | 11288/? [1:06:59<00:00,  2.81it/s]\nEpoch 0: |          | 11289/? [1:06:59<00:00,  2.81it/s]\nEpoch 0: |          | 11289/? [1:06:59<00:00,  2.81it/s]\nEpoch 0: |          | 11290/? [1:06:59<00:00,  2.81it/s]\nEpoch 0: |          | 11290/? [1:06:59<00:00,  2.81it/s]\nEpoch 0: |          | 11291/? [1:07:00<00:00,  2.81it/s]\nEpoch 0: |          | 11291/? [1:07:00<00:00,  2.81it/s]\nEpoch 0: |          | 11292/? [1:07:00<00:00,  2.81it/s]\nEpoch 0: |          | 11292/? [1:07:00<00:00,  2.81it/s]\nEpoch 0: |          | 11293/? [1:07:00<00:00,  2.81it/s]\nEpoch 0: |          | 11293/? [1:07:00<00:00,  2.81it/s]\nEpoch 0: |          | 11294/? [1:07:01<00:00,  2.81it/s]\nEpoch 0: |          | 11294/? [1:07:01<00:00,  2.81it/s]\nEpoch 0: |          | 11295/? [1:07:01<00:00,  2.81it/s]\nEpoch 0: |          | 11295/? [1:07:01<00:00,  2.81it/s]\nEpoch 0: |          | 11296/? [1:07:01<00:00,  2.81it/s]\nEpoch 0: |          | 11296/? [1:07:01<00:00,  2.81it/s]\nEpoch 0: |          | 11297/? [1:07:02<00:00,  2.81it/s]\nEpoch 0: |          | 11297/? [1:07:02<00:00,  2.81it/s]\nEpoch 0: |          | 11298/? [1:07:02<00:00,  2.81it/s]\nEpoch 0: |          | 11298/? [1:07:02<00:00,  2.81it/s]\nEpoch 0: |          | 11299/? [1:07:02<00:00,  2.81it/s]\nEpoch 0: |          | 11299/? [1:07:02<00:00,  2.81it/s]\nEpoch 0: |          | 11300/? [1:07:02<00:00,  2.81it/s]\nEpoch 0: |          | 11300/? [1:07:02<00:00,  2.81it/s]\nEpoch 0: |          | 11301/? [1:07:03<00:00,  2.81it/s]\nEpoch 0: |          | 11301/? [1:07:03<00:00,  2.81it/s]\nEpoch 0: |          | 11302/? [1:07:03<00:00,  2.81it/s]\nEpoch 0: |          | 11302/? [1:07:03<00:00,  2.81it/s]\nEpoch 0: |          | 11303/? [1:07:03<00:00,  2.81it/s]\nEpoch 0: |          | 11303/? [1:07:03<00:00,  2.81it/s]\nEpoch 0: |          | 11304/? [1:07:04<00:00,  2.81it/s]\nEpoch 0: |          | 11304/? [1:07:04<00:00,  2.81it/s]\nEpoch 0: |          | 11305/? [1:07:04<00:00,  2.81it/s]\nEpoch 0: |          | 11305/? [1:07:04<00:00,  2.81it/s]\nEpoch 0: |          | 11306/? [1:07:04<00:00,  2.81it/s]\nEpoch 0: |          | 11306/? [1:07:04<00:00,  2.81it/s]\nEpoch 0: |          | 11307/? [1:07:04<00:00,  2.81it/s]\nEpoch 0: |          | 11307/? [1:07:04<00:00,  2.81it/s]\nEpoch 0: |          | 11308/? [1:07:05<00:00,  2.81it/s]\nEpoch 0: |          | 11308/? [1:07:05<00:00,  2.81it/s]\nEpoch 0: |          | 11309/? [1:07:05<00:00,  2.81it/s]\nEpoch 0: |          | 11309/? [1:07:05<00:00,  2.81it/s]\nEpoch 0: |          | 11310/? [1:07:05<00:00,  2.81it/s]\nEpoch 0: |          | 11310/? [1:07:05<00:00,  2.81it/s]\nEpoch 0: |          | 11311/? [1:07:06<00:00,  2.81it/s]\nEpoch 0: |          | 11311/? [1:07:06<00:00,  2.81it/s]\nEpoch 0: |          | 11312/? [1:07:06<00:00,  2.81it/s]\nEpoch 0: |          | 11312/? [1:07:06<00:00,  2.81it/s]\nEpoch 0: |          | 11313/? [1:07:06<00:00,  2.81it/s]\nEpoch 0: |          | 11313/? [1:07:06<00:00,  2.81it/s]\nEpoch 0: |          | 11314/? [1:07:07<00:00,  2.81it/s]\nEpoch 0: |          | 11314/? [1:07:07<00:00,  2.81it/s]\nEpoch 0: |          | 11315/? [1:07:07<00:00,  2.81it/s]\nEpoch 0: |          | 11315/? [1:07:07<00:00,  2.81it/s]\nEpoch 0: |          | 11316/? [1:07:07<00:00,  2.81it/s]\nEpoch 0: |          | 11316/? [1:07:07<00:00,  2.81it/s]\nEpoch 0: |          | 11317/? [1:07:07<00:00,  2.81it/s]\nEpoch 0: |          | 11317/? [1:07:07<00:00,  2.81it/s]\nEpoch 0: |          | 11318/? [1:07:08<00:00,  2.81it/s]\nEpoch 0: |          | 11318/? [1:07:08<00:00,  2.81it/s]\nEpoch 0: |          | 11319/? [1:07:08<00:00,  2.81it/s]\nEpoch 0: |          | 11319/? [1:07:08<00:00,  2.81it/s]\nEpoch 0: |          | 11320/? [1:07:08<00:00,  2.81it/s]\nEpoch 0: |          | 11320/? [1:07:08<00:00,  2.81it/s]\nEpoch 0: |          | 11321/? [1:07:09<00:00,  2.81it/s]\nEpoch 0: |          | 11321/? [1:07:09<00:00,  2.81it/s]\nEpoch 0: |          | 11322/? [1:07:09<00:00,  2.81it/s]\nEpoch 0: |          | 11322/? [1:07:09<00:00,  2.81it/s]\nEpoch 0: |          | 11323/? [1:07:09<00:00,  2.81it/s]\nEpoch 0: |          | 11323/? [1:07:09<00:00,  2.81it/s]\nEpoch 0: |          | 11324/? [1:07:09<00:00,  2.81it/s]\nEpoch 0: |          | 11324/? [1:07:09<00:00,  2.81it/s]\nEpoch 0: |          | 11325/? [1:07:10<00:00,  2.81it/s]\nEpoch 0: |          | 11325/? [1:07:10<00:00,  2.81it/s]\nEpoch 0: |          | 11326/? [1:07:10<00:00,  2.81it/s]\nEpoch 0: |          | 11326/? [1:07:10<00:00,  2.81it/s]\nEpoch 0: |          | 11327/? [1:07:10<00:00,  2.81it/s]\nEpoch 0: |          | 11327/? [1:07:10<00:00,  2.81it/s]\nEpoch 0: |          | 11328/? [1:07:11<00:00,  2.81it/s]\nEpoch 0: |          | 11328/? [1:07:11<00:00,  2.81it/s]\nEpoch 0: |          | 11329/? [1:07:11<00:00,  2.81it/s]\nEpoch 0: |          | 11329/? [1:07:11<00:00,  2.81it/s]\nEpoch 0: |          | 11330/? [1:07:11<00:00,  2.81it/s]\nEpoch 0: |          | 11330/? [1:07:11<00:00,  2.81it/s]\nEpoch 0: |          | 11331/? [1:07:11<00:00,  2.81it/s]\nEpoch 0: |          | 11331/? [1:07:11<00:00,  2.81it/s]\nEpoch 0: |          | 11332/? [1:07:12<00:00,  2.81it/s]\nEpoch 0: |          | 11332/? [1:07:12<00:00,  2.81it/s]\nEpoch 0: |          | 11333/? [1:07:12<00:00,  2.81it/s]\nEpoch 0: |          | 11333/? [1:07:12<00:00,  2.81it/s]\nEpoch 0: |          | 11334/? [1:07:12<00:00,  2.81it/s]\nEpoch 0: |          | 11334/? [1:07:12<00:00,  2.81it/s]\nEpoch 0: |          | 11335/? [1:07:13<00:00,  2.81it/s]\nEpoch 0: |          | 11335/? [1:07:13<00:00,  2.81it/s]\nEpoch 0: |          | 11336/? [1:07:13<00:00,  2.81it/s]\nEpoch 0: |          | 11336/? [1:07:13<00:00,  2.81it/s]\nEpoch 0: |          | 11337/? [1:07:13<00:00,  2.81it/s]\nEpoch 0: |          | 11337/? [1:07:13<00:00,  2.81it/s]\nEpoch 0: |          | 11338/? [1:07:14<00:00,  2.81it/s]\nEpoch 0: |          | 11338/? [1:07:14<00:00,  2.81it/s]\nEpoch 0: |          | 11339/? [1:07:14<00:00,  2.81it/s]\nEpoch 0: |          | 11339/? [1:07:14<00:00,  2.81it/s]\nEpoch 0: |          | 11340/? [1:07:14<00:00,  2.81it/s]\nEpoch 0: |          | 11340/? [1:07:14<00:00,  2.81it/s]\nEpoch 0: |          | 11341/? [1:07:14<00:00,  2.81it/s]\nEpoch 0: |          | 11341/? [1:07:14<00:00,  2.81it/s]\nEpoch 0: |          | 11342/? [1:07:15<00:00,  2.81it/s]\nEpoch 0: |          | 11342/? [1:07:15<00:00,  2.81it/s]\nEpoch 0: |          | 11343/? [1:07:15<00:00,  2.81it/s]\nEpoch 0: |          | 11343/? [1:07:15<00:00,  2.81it/s]\nEpoch 0: |          | 11344/? [1:07:15<00:00,  2.81it/s]\nEpoch 0: |          | 11344/? [1:07:15<00:00,  2.81it/s]\nEpoch 0: |          | 11345/? [1:07:16<00:00,  2.81it/s]\nEpoch 0: |          | 11345/? [1:07:16<00:00,  2.81it/s]\nEpoch 0: |          | 11346/? [1:07:16<00:00,  2.81it/s]\nEpoch 0: |          | 11346/? [1:07:16<00:00,  2.81it/s]\nEpoch 0: |          | 11347/? [1:07:16<00:00,  2.81it/s]\nEpoch 0: |          | 11347/? [1:07:16<00:00,  2.81it/s]\nEpoch 0: |          | 11348/? [1:07:17<00:00,  2.81it/s]\nEpoch 0: |          | 11348/? [1:07:17<00:00,  2.81it/s]\nEpoch 0: |          | 11349/? [1:07:17<00:00,  2.81it/s]\nEpoch 0: |          | 11349/? [1:07:17<00:00,  2.81it/s]\nEpoch 0: |          | 11350/? [1:07:17<00:00,  2.81it/s]\nEpoch 0: |          | 11350/? [1:07:17<00:00,  2.81it/s]\nEpoch 0: |          | 11351/? [1:07:17<00:00,  2.81it/s]\nEpoch 0: |          | 11351/? [1:07:17<00:00,  2.81it/s]\nEpoch 0: |          | 11352/? [1:07:18<00:00,  2.81it/s]\nEpoch 0: |          | 11352/? [1:07:18<00:00,  2.81it/s]\nEpoch 0: |          | 11353/? [1:07:18<00:00,  2.81it/s]\nEpoch 0: |          | 11353/? [1:07:18<00:00,  2.81it/s]\nEpoch 0: |          | 11354/? [1:07:18<00:00,  2.81it/s]\nEpoch 0: |          | 11354/? [1:07:18<00:00,  2.81it/s]\nEpoch 0: |          | 11355/? [1:07:19<00:00,  2.81it/s]\nEpoch 0: |          | 11355/? [1:07:19<00:00,  2.81it/s]\nEpoch 0: |          | 11356/? [1:07:19<00:00,  2.81it/s]\nEpoch 0: |          | 11356/? [1:07:19<00:00,  2.81it/s]\nEpoch 0: |          | 11357/? [1:07:19<00:00,  2.81it/s]\nEpoch 0: |          | 11357/? [1:07:19<00:00,  2.81it/s]\nEpoch 0: |          | 11358/? [1:07:19<00:00,  2.81it/s]\nEpoch 0: |          | 11358/? [1:07:19<00:00,  2.81it/s]\nEpoch 0: |          | 11359/? [1:07:20<00:00,  2.81it/s]\nEpoch 0: |          | 11359/? [1:07:20<00:00,  2.81it/s]\nEpoch 0: |          | 11360/? [1:07:20<00:00,  2.81it/s]\nEpoch 0: |          | 11360/? [1:07:20<00:00,  2.81it/s]\nEpoch 0: |          | 11361/? [1:07:20<00:00,  2.81it/s]\nEpoch 0: |          | 11361/? [1:07:20<00:00,  2.81it/s]\nEpoch 0: |          | 11362/? [1:07:21<00:00,  2.81it/s]\nEpoch 0: |          | 11362/? [1:07:21<00:00,  2.81it/s]\nEpoch 0: |          | 11363/? [1:07:21<00:00,  2.81it/s]\nEpoch 0: |          | 11363/? [1:07:21<00:00,  2.81it/s]\nEpoch 0: |          | 11364/? [1:07:21<00:00,  2.81it/s]\nEpoch 0: |          | 11364/? [1:07:21<00:00,  2.81it/s]\nEpoch 0: |          | 11365/? [1:07:22<00:00,  2.81it/s]\nEpoch 0: |          | 11365/? [1:07:22<00:00,  2.81it/s]\nEpoch 0: |          | 11366/? [1:07:22<00:00,  2.81it/s]\nEpoch 0: |          | 11366/? [1:07:22<00:00,  2.81it/s]\nEpoch 0: |          | 11367/? [1:07:22<00:00,  2.81it/s]\nEpoch 0: |          | 11367/? [1:07:22<00:00,  2.81it/s]\nEpoch 0: |          | 11368/? [1:07:22<00:00,  2.81it/s]\nEpoch 0: |          | 11368/? [1:07:22<00:00,  2.81it/s]\nEpoch 0: |          | 11369/? [1:07:23<00:00,  2.81it/s]\nEpoch 0: |          | 11369/? [1:07:23<00:00,  2.81it/s]\nEpoch 0: |          | 11370/? [1:07:23<00:00,  2.81it/s]\nEpoch 0: |          | 11370/? [1:07:23<00:00,  2.81it/s]\nEpoch 0: |          | 11371/? [1:07:23<00:00,  2.81it/s]\nEpoch 0: |          | 11371/? [1:07:23<00:00,  2.81it/s]\nEpoch 0: |          | 11372/? [1:07:24<00:00,  2.81it/s]\nEpoch 0: |          | 11372/? [1:07:24<00:00,  2.81it/s]\nEpoch 0: |          | 11373/? [1:07:24<00:00,  2.81it/s]\nEpoch 0: |          | 11373/? [1:07:24<00:00,  2.81it/s]\nEpoch 0: |          | 11374/? [1:07:24<00:00,  2.81it/s]\nEpoch 0: |          | 11374/? [1:07:24<00:00,  2.81it/s]\nEpoch 0: |          | 11375/? [1:07:24<00:00,  2.81it/s]\nEpoch 0: |          | 11375/? [1:07:24<00:00,  2.81it/s]\nEpoch 0: |          | 11376/? [1:07:25<00:00,  2.81it/s]\nEpoch 0: |          | 11376/? [1:07:25<00:00,  2.81it/s]\nEpoch 0: |          | 11377/? [1:07:25<00:00,  2.81it/s]\nEpoch 0: |          | 11377/? [1:07:25<00:00,  2.81it/s]\nEpoch 0: |          | 11378/? [1:07:25<00:00,  2.81it/s]\nEpoch 0: |          | 11378/? [1:07:25<00:00,  2.81it/s]\nEpoch 0: |          | 11379/? [1:07:26<00:00,  2.81it/s]\nEpoch 0: |          | 11379/? [1:07:26<00:00,  2.81it/s]\nEpoch 0: |          | 11380/? [1:07:26<00:00,  2.81it/s]\nEpoch 0: |          | 11380/? [1:07:26<00:00,  2.81it/s]\nEpoch 0: |          | 11381/? [1:07:26<00:00,  2.81it/s]\nEpoch 0: |          | 11381/? [1:07:26<00:00,  2.81it/s]\nEpoch 0: |          | 11382/? [1:07:27<00:00,  2.81it/s]\nEpoch 0: |          | 11382/? [1:07:27<00:00,  2.81it/s]\nEpoch 0: |          | 11383/? [1:07:27<00:00,  2.81it/s]\nEpoch 0: |          | 11383/? [1:07:27<00:00,  2.81it/s]\nEpoch 0: |          | 11384/? [1:07:27<00:00,  2.81it/s]\nEpoch 0: |          | 11384/? [1:07:27<00:00,  2.81it/s]\nEpoch 0: |          | 11385/? [1:07:27<00:00,  2.81it/s]\nEpoch 0: |          | 11385/? [1:07:27<00:00,  2.81it/s]\nEpoch 0: |          | 11386/? [1:07:28<00:00,  2.81it/s]\nEpoch 0: |          | 11386/? [1:07:28<00:00,  2.81it/s]\nEpoch 0: |          | 11387/? [1:07:28<00:00,  2.81it/s]\nEpoch 0: |          | 11387/? [1:07:28<00:00,  2.81it/s]\nEpoch 0: |          | 11388/? [1:07:28<00:00,  2.81it/s]\nEpoch 0: |          | 11388/? [1:07:28<00:00,  2.81it/s]\nEpoch 0: |          | 11389/? [1:07:29<00:00,  2.81it/s]\nEpoch 0: |          | 11389/? [1:07:29<00:00,  2.81it/s]\nEpoch 0: |          | 11390/? [1:07:29<00:00,  2.81it/s]\nEpoch 0: |          | 11390/? [1:07:29<00:00,  2.81it/s]\nEpoch 0: |          | 11391/? [1:07:29<00:00,  2.81it/s]\nEpoch 0: |          | 11391/? [1:07:29<00:00,  2.81it/s]\nEpoch 0: |          | 11392/? [1:07:29<00:00,  2.81it/s]\nEpoch 0: |          | 11392/? [1:07:29<00:00,  2.81it/s]\nEpoch 0: |          | 11393/? [1:07:30<00:00,  2.81it/s]\nEpoch 0: |          | 11393/? [1:07:30<00:00,  2.81it/s]\nEpoch 0: |          | 11394/? [1:07:30<00:00,  2.81it/s]\nEpoch 0: |          | 11394/? [1:07:30<00:00,  2.81it/s]\nEpoch 0: |          | 11395/? [1:07:30<00:00,  2.81it/s]\nEpoch 0: |          | 11395/? [1:07:30<00:00,  2.81it/s]\nEpoch 0: |          | 11396/? [1:07:31<00:00,  2.81it/s]\nEpoch 0: |          | 11396/? [1:07:31<00:00,  2.81it/s]\nEpoch 0: |          | 11397/? [1:07:31<00:00,  2.81it/s]\nEpoch 0: |          | 11397/? [1:07:31<00:00,  2.81it/s]\nEpoch 0: |          | 11398/? [1:07:31<00:00,  2.81it/s]\nEpoch 0: |          | 11398/? [1:07:31<00:00,  2.81it/s]\nEpoch 0: |          | 11399/? [1:07:32<00:00,  2.81it/s]\nEpoch 0: |          | 11399/? [1:07:32<00:00,  2.81it/s]\nEpoch 0: |          | 11400/? [1:07:32<00:00,  2.81it/s]\nEpoch 0: |          | 11400/? [1:07:32<00:00,  2.81it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.56it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.24it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.26it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.60it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 11400/? [1:07:32<00:00,  2.81it/s]\nEpoch 0: |          | 11401/? [1:07:32<00:00,  2.81it/s]\nEpoch 0: |          | 11401/? [1:07:32<00:00,  2.81it/s]\nEpoch 0: |          | 11402/? [1:07:33<00:00,  2.81it/s]\nEpoch 0: |          | 11402/? [1:07:33<00:00,  2.81it/s]\nEpoch 0: |          | 11403/? [1:07:33<00:00,  2.81it/s]\nEpoch 0: |          | 11403/? [1:07:33<00:00,  2.81it/s]\nEpoch 0: |          | 11404/? [1:07:33<00:00,  2.81it/s]\nEpoch 0: |          | 11404/? [1:07:33<00:00,  2.81it/s]\nEpoch 0: |          | 11405/? [1:07:34<00:00,  2.81it/s]\nEpoch 0: |          | 11405/? [1:07:34<00:00,  2.81it/s]\nEpoch 0: |          | 11406/? [1:07:34<00:00,  2.81it/s]\nEpoch 0: |          | 11406/? [1:07:34<00:00,  2.81it/s]\nEpoch 0: |          | 11407/? [1:07:34<00:00,  2.81it/s]\nEpoch 0: |          | 11407/? [1:07:34<00:00,  2.81it/s]\nEpoch 0: |          | 11408/? [1:07:34<00:00,  2.81it/s]\nEpoch 0: |          | 11408/? [1:07:34<00:00,  2.81it/s]\nEpoch 0: |          | 11409/? [1:07:35<00:00,  2.81it/s]\nEpoch 0: |          | 11409/? [1:07:35<00:00,  2.81it/s]\nEpoch 0: |          | 11410/? [1:07:35<00:00,  2.81it/s]\nEpoch 0: |          | 11410/? [1:07:35<00:00,  2.81it/s]\nEpoch 0: |          | 11411/? [1:07:35<00:00,  2.81it/s]\nEpoch 0: |          | 11411/? [1:07:35<00:00,  2.81it/s]\nEpoch 0: |          | 11412/? [1:07:36<00:00,  2.81it/s]\nEpoch 0: |          | 11412/? [1:07:36<00:00,  2.81it/s]\nEpoch 0: |          | 11413/? [1:07:36<00:00,  2.81it/s]\nEpoch 0: |          | 11413/? [1:07:36<00:00,  2.81it/s]\nEpoch 0: |          | 11414/? [1:07:36<00:00,  2.81it/s]\nEpoch 0: |          | 11414/? [1:07:36<00:00,  2.81it/s]\nEpoch 0: |          | 11415/? [1:07:37<00:00,  2.81it/s]\nEpoch 0: |          | 11415/? [1:07:37<00:00,  2.81it/s]\nEpoch 0: |          | 11416/? [1:07:37<00:00,  2.81it/s]\nEpoch 0: |          | 11416/? [1:07:37<00:00,  2.81it/s]\nEpoch 0: |          | 11417/? [1:07:37<00:00,  2.81it/s]\nEpoch 0: |          | 11417/? [1:07:37<00:00,  2.81it/s]\nEpoch 0: |          | 11418/? [1:07:37<00:00,  2.81it/s]\nEpoch 0: |          | 11418/? [1:07:37<00:00,  2.81it/s]\nEpoch 0: |          | 11419/? [1:07:38<00:00,  2.81it/s]\nEpoch 0: |          | 11419/? [1:07:38<00:00,  2.81it/s]\nEpoch 0: |          | 11420/? [1:07:38<00:00,  2.81it/s]\nEpoch 0: |          | 11420/? [1:07:38<00:00,  2.81it/s]\nEpoch 0: |          | 11421/? [1:07:38<00:00,  2.81it/s]\nEpoch 0: |          | 11421/? [1:07:38<00:00,  2.81it/s]\nEpoch 0: |          | 11422/? [1:07:39<00:00,  2.81it/s]\nEpoch 0: |          | 11422/? [1:07:39<00:00,  2.81it/s]\nEpoch 0: |          | 11423/? [1:07:39<00:00,  2.81it/s]\nEpoch 0: |          | 11423/? [1:07:39<00:00,  2.81it/s]\nEpoch 0: |          | 11424/? [1:07:39<00:00,  2.81it/s]\nEpoch 0: |          | 11424/? [1:07:39<00:00,  2.81it/s]\nEpoch 0: |          | 11425/? [1:07:39<00:00,  2.81it/s]\nEpoch 0: |          | 11425/? [1:07:39<00:00,  2.81it/s]\nEpoch 0: |          | 11426/? [1:07:40<00:00,  2.81it/s]\nEpoch 0: |          | 11426/? [1:07:40<00:00,  2.81it/s]\nEpoch 0: |          | 11427/? [1:07:40<00:00,  2.81it/s]\nEpoch 0: |          | 11427/? [1:07:40<00:00,  2.81it/s]\nEpoch 0: |          | 11428/? [1:07:40<00:00,  2.81it/s]\nEpoch 0: |          | 11428/? [1:07:40<00:00,  2.81it/s]\nEpoch 0: |          | 11429/? [1:07:41<00:00,  2.81it/s]\nEpoch 0: |          | 11429/? [1:07:41<00:00,  2.81it/s]\nEpoch 0: |          | 11430/? [1:07:41<00:00,  2.81it/s]\nEpoch 0: |          | 11430/? [1:07:41<00:00,  2.81it/s]\nEpoch 0: |          | 11431/? [1:07:41<00:00,  2.81it/s]\nEpoch 0: |          | 11431/? [1:07:41<00:00,  2.81it/s]\nEpoch 0: |          | 11432/? [1:07:42<00:00,  2.81it/s]\nEpoch 0: |          | 11432/? [1:07:42<00:00,  2.81it/s]\nEpoch 0: |          | 11433/? [1:07:42<00:00,  2.81it/s]\nEpoch 0: |          | 11433/? [1:07:42<00:00,  2.81it/s]\nEpoch 0: |          | 11434/? [1:07:42<00:00,  2.81it/s]\nEpoch 0: |          | 11434/? [1:07:42<00:00,  2.81it/s]\nEpoch 0: |          | 11435/? [1:07:42<00:00,  2.81it/s]\nEpoch 0: |          | 11435/? [1:07:42<00:00,  2.81it/s]\nEpoch 0: |          | 11436/? [1:07:43<00:00,  2.81it/s]\nEpoch 0: |          | 11436/? [1:07:43<00:00,  2.81it/s]\nEpoch 0: |          | 11437/? [1:07:43<00:00,  2.81it/s]\nEpoch 0: |          | 11437/? [1:07:43<00:00,  2.81it/s]\nEpoch 0: |          | 11438/? [1:07:43<00:00,  2.81it/s]\nEpoch 0: |          | 11438/? [1:07:43<00:00,  2.81it/s]\nEpoch 0: |          | 11439/? [1:07:44<00:00,  2.81it/s]\nEpoch 0: |          | 11439/? [1:07:44<00:00,  2.81it/s]\nEpoch 0: |          | 11440/? [1:07:44<00:00,  2.81it/s]\nEpoch 0: |          | 11440/? [1:07:44<00:00,  2.81it/s]\nEpoch 0: |          | 11441/? [1:07:44<00:00,  2.81it/s]\nEpoch 0: |          | 11441/? [1:07:44<00:00,  2.81it/s]\nEpoch 0: |          | 11442/? [1:07:45<00:00,  2.81it/s]\nEpoch 0: |          | 11442/? [1:07:45<00:00,  2.81it/s]\nEpoch 0: |          | 11443/? [1:07:45<00:00,  2.81it/s]\nEpoch 0: |          | 11443/? [1:07:45<00:00,  2.81it/s]\nEpoch 0: |          | 11444/? [1:07:45<00:00,  2.81it/s]\nEpoch 0: |          | 11444/? [1:07:45<00:00,  2.81it/s]\nEpoch 0: |          | 11445/? [1:07:45<00:00,  2.81it/s]\nEpoch 0: |          | 11445/? [1:07:45<00:00,  2.81it/s]\nEpoch 0: |          | 11446/? [1:07:46<00:00,  2.81it/s]\nEpoch 0: |          | 11446/? [1:07:46<00:00,  2.81it/s]\nEpoch 0: |          | 11447/? [1:07:46<00:00,  2.81it/s]\nEpoch 0: |          | 11447/? [1:07:46<00:00,  2.81it/s]\nEpoch 0: |          | 11448/? [1:07:46<00:00,  2.82it/s]\nEpoch 0: |          | 11448/? [1:07:46<00:00,  2.82it/s]\nEpoch 0: |          | 11449/? [1:07:47<00:00,  2.82it/s]\nEpoch 0: |          | 11449/? [1:07:47<00:00,  2.82it/s]\nEpoch 0: |          | 11450/? [1:07:47<00:00,  2.82it/s]\nEpoch 0: |          | 11450/? [1:07:47<00:00,  2.82it/s]\nEpoch 0: |          | 11451/? [1:07:47<00:00,  2.82it/s]\nEpoch 0: |          | 11451/? [1:07:47<00:00,  2.82it/s]\nEpoch 0: |          | 11452/? [1:07:47<00:00,  2.82it/s]\nEpoch 0: |          | 11452/? [1:07:47<00:00,  2.82it/s]\nEpoch 0: |          | 11453/? [1:07:48<00:00,  2.82it/s]\nEpoch 0: |          | 11453/? [1:07:48<00:00,  2.82it/s]\nEpoch 0: |          | 11454/? [1:07:48<00:00,  2.82it/s]\nEpoch 0: |          | 11454/? [1:07:48<00:00,  2.82it/s]\nEpoch 0: |          | 11455/? [1:07:48<00:00,  2.82it/s]\nEpoch 0: |          | 11455/? [1:07:48<00:00,  2.82it/s]\nEpoch 0: |          | 11456/? [1:07:49<00:00,  2.82it/s]\nEpoch 0: |          | 11456/? [1:07:49<00:00,  2.82it/s]\nEpoch 0: |          | 11457/? [1:07:49<00:00,  2.82it/s]\nEpoch 0: |          | 11457/? [1:07:49<00:00,  2.82it/s]\nEpoch 0: |          | 11458/? [1:07:49<00:00,  2.82it/s]\nEpoch 0: |          | 11458/? [1:07:49<00:00,  2.82it/s]\nEpoch 0: |          | 11459/? [1:07:49<00:00,  2.82it/s]\nEpoch 0: |          | 11459/? [1:07:49<00:00,  2.82it/s]\nEpoch 0: |          | 11460/? [1:07:50<00:00,  2.82it/s]\nEpoch 0: |          | 11460/? [1:07:50<00:00,  2.82it/s]\nEpoch 0: |          | 11461/? [1:07:50<00:00,  2.82it/s]\nEpoch 0: |          | 11461/? [1:07:50<00:00,  2.82it/s]\nEpoch 0: |          | 11462/? [1:07:50<00:00,  2.82it/s]\nEpoch 0: |          | 11462/? [1:07:50<00:00,  2.82it/s]\nEpoch 0: |          | 11463/? [1:07:51<00:00,  2.82it/s]\nEpoch 0: |          | 11463/? [1:07:51<00:00,  2.82it/s]\nEpoch 0: |          | 11464/? [1:07:51<00:00,  2.82it/s]\nEpoch 0: |          | 11464/? [1:07:51<00:00,  2.82it/s]\nEpoch 0: |          | 11465/? [1:07:51<00:00,  2.82it/s]\nEpoch 0: |          | 11465/? [1:07:51<00:00,  2.82it/s]\nEpoch 0: |          | 11466/? [1:07:52<00:00,  2.82it/s]\nEpoch 0: |          | 11466/? [1:07:52<00:00,  2.82it/s]\nEpoch 0: |          | 11467/? [1:07:52<00:00,  2.82it/s]\nEpoch 0: |          | 11467/? [1:07:52<00:00,  2.82it/s]\nEpoch 0: |          | 11468/? [1:07:52<00:00,  2.82it/s]\nEpoch 0: |          | 11468/? [1:07:52<00:00,  2.82it/s]\nEpoch 0: |          | 11469/? [1:07:52<00:00,  2.82it/s]\nEpoch 0: |          | 11469/? [1:07:52<00:00,  2.82it/s]\nEpoch 0: |          | 11470/? [1:07:53<00:00,  2.82it/s]\nEpoch 0: |          | 11470/? [1:07:53<00:00,  2.82it/s]\nEpoch 0: |          | 11471/? [1:07:53<00:00,  2.82it/s]\nEpoch 0: |          | 11471/? [1:07:53<00:00,  2.82it/s]\nEpoch 0: |          | 11472/? [1:07:53<00:00,  2.82it/s]\nEpoch 0: |          | 11472/? [1:07:53<00:00,  2.82it/s]\nEpoch 0: |          | 11473/? [1:07:54<00:00,  2.82it/s]\nEpoch 0: |          | 11473/? [1:07:54<00:00,  2.82it/s]\nEpoch 0: |          | 11474/? [1:07:54<00:00,  2.82it/s]\nEpoch 0: |          | 11474/? [1:07:54<00:00,  2.82it/s]\nEpoch 0: |          | 11475/? [1:07:54<00:00,  2.82it/s]\nEpoch 0: |          | 11475/? [1:07:54<00:00,  2.82it/s]\nEpoch 0: |          | 11476/? [1:07:54<00:00,  2.82it/s]\nEpoch 0: |          | 11476/? [1:07:54<00:00,  2.82it/s]\nEpoch 0: |          | 11477/? [1:07:55<00:00,  2.82it/s]\nEpoch 0: |          | 11477/? [1:07:55<00:00,  2.82it/s]\nEpoch 0: |          | 11478/? [1:07:55<00:00,  2.82it/s]\nEpoch 0: |          | 11478/? [1:07:55<00:00,  2.82it/s]\nEpoch 0: |          | 11479/? [1:07:55<00:00,  2.82it/s]\nEpoch 0: |          | 11479/? [1:07:55<00:00,  2.82it/s]\nEpoch 0: |          | 11480/? [1:07:56<00:00,  2.82it/s]\nEpoch 0: |          | 11480/? [1:07:56<00:00,  2.82it/s]\nEpoch 0: |          | 11481/? [1:07:56<00:00,  2.82it/s]\nEpoch 0: |          | 11481/? [1:07:56<00:00,  2.82it/s]\nEpoch 0: |          | 11482/? [1:07:56<00:00,  2.82it/s]\nEpoch 0: |          | 11482/? [1:07:56<00:00,  2.82it/s]\nEpoch 0: |          | 11483/? [1:07:57<00:00,  2.82it/s]\nEpoch 0: |          | 11483/? [1:07:57<00:00,  2.82it/s]\nEpoch 0: |          | 11484/? [1:07:57<00:00,  2.82it/s]\nEpoch 0: |          | 11484/? [1:07:57<00:00,  2.82it/s]\nEpoch 0: |          | 11485/? [1:07:57<00:00,  2.82it/s]\nEpoch 0: |          | 11485/? [1:07:57<00:00,  2.82it/s]\nEpoch 0: |          | 11486/? [1:07:57<00:00,  2.82it/s]\nEpoch 0: |          | 11486/? [1:07:57<00:00,  2.82it/s]\nEpoch 0: |          | 11487/? [1:07:58<00:00,  2.82it/s]\nEpoch 0: |          | 11487/? [1:07:58<00:00,  2.82it/s]\nEpoch 0: |          | 11488/? [1:07:58<00:00,  2.82it/s]\nEpoch 0: |          | 11488/? [1:07:58<00:00,  2.82it/s]\nEpoch 0: |          | 11489/? [1:07:58<00:00,  2.82it/s]\nEpoch 0: |          | 11489/? [1:07:58<00:00,  2.82it/s]\nEpoch 0: |          | 11490/? [1:07:59<00:00,  2.82it/s]\nEpoch 0: |          | 11490/? [1:07:59<00:00,  2.82it/s]\nEpoch 0: |          | 11491/? [1:07:59<00:00,  2.82it/s]\nEpoch 0: |          | 11491/? [1:07:59<00:00,  2.82it/s]\nEpoch 0: |          | 11492/? [1:07:59<00:00,  2.82it/s]\nEpoch 0: |          | 11492/? [1:07:59<00:00,  2.82it/s]\nEpoch 0: |          | 11493/? [1:07:59<00:00,  2.82it/s]\nEpoch 0: |          | 11493/? [1:07:59<00:00,  2.82it/s]\nEpoch 0: |          | 11494/? [1:08:00<00:00,  2.82it/s]\nEpoch 0: |          | 11494/? [1:08:00<00:00,  2.82it/s]\nEpoch 0: |          | 11495/? [1:08:00<00:00,  2.82it/s]\nEpoch 0: |          | 11495/? [1:08:00<00:00,  2.82it/s]\nEpoch 0: |          | 11496/? [1:08:00<00:00,  2.82it/s]\nEpoch 0: |          | 11496/? [1:08:00<00:00,  2.82it/s]\nEpoch 0: |          | 11497/? [1:08:01<00:00,  2.82it/s]\nEpoch 0: |          | 11497/? [1:08:01<00:00,  2.82it/s]\nEpoch 0: |          | 11498/? [1:08:01<00:00,  2.82it/s]\nEpoch 0: |          | 11498/? [1:08:01<00:00,  2.82it/s]\nEpoch 0: |          | 11499/? [1:08:01<00:00,  2.82it/s]\nEpoch 0: |          | 11499/? [1:08:01<00:00,  2.82it/s]\nEpoch 0: |          | 11500/? [1:08:02<00:00,  2.82it/s]\nEpoch 0: |          | 11500/? [1:08:02<00:00,  2.82it/s]\nEpoch 0: |          | 11501/? [1:08:02<00:00,  2.82it/s]\nEpoch 0: |          | 11501/? [1:08:02<00:00,  2.82it/s]\nEpoch 0: |          | 11502/? [1:08:02<00:00,  2.82it/s]\nEpoch 0: |          | 11502/? [1:08:02<00:00,  2.82it/s]\nEpoch 0: |          | 11503/? [1:08:02<00:00,  2.82it/s]\nEpoch 0: |          | 11503/? [1:08:02<00:00,  2.82it/s]\nEpoch 0: |          | 11504/? [1:08:03<00:00,  2.82it/s]\nEpoch 0: |          | 11504/? [1:08:03<00:00,  2.82it/s]\nEpoch 0: |          | 11505/? [1:08:03<00:00,  2.82it/s]\nEpoch 0: |          | 11505/? [1:08:03<00:00,  2.82it/s]\nEpoch 0: |          | 11506/? [1:08:03<00:00,  2.82it/s]\nEpoch 0: |          | 11506/? [1:08:03<00:00,  2.82it/s]\nEpoch 0: |          | 11507/? [1:08:04<00:00,  2.82it/s]\nEpoch 0: |          | 11507/? [1:08:04<00:00,  2.82it/s]\nEpoch 0: |          | 11508/? [1:08:04<00:00,  2.82it/s]\nEpoch 0: |          | 11508/? [1:08:04<00:00,  2.82it/s]\nEpoch 0: |          | 11509/? [1:08:04<00:00,  2.82it/s]\nEpoch 0: |          | 11509/? [1:08:04<00:00,  2.82it/s]\nEpoch 0: |          | 11510/? [1:08:04<00:00,  2.82it/s]\nEpoch 0: |          | 11510/? [1:08:04<00:00,  2.82it/s]\nEpoch 0: |          | 11511/? [1:08:05<00:00,  2.82it/s]\nEpoch 0: |          | 11511/? [1:08:05<00:00,  2.82it/s]\nEpoch 0: |          | 11512/? [1:08:05<00:00,  2.82it/s]\nEpoch 0: |          | 11512/? [1:08:05<00:00,  2.82it/s]\nEpoch 0: |          | 11513/? [1:08:05<00:00,  2.82it/s]\nEpoch 0: |          | 11513/? [1:08:05<00:00,  2.82it/s]\nEpoch 0: |          | 11514/? [1:08:06<00:00,  2.82it/s]\nEpoch 0: |          | 11514/? [1:08:06<00:00,  2.82it/s]\nEpoch 0: |          | 11515/? [1:08:06<00:00,  2.82it/s]\nEpoch 0: |          | 11515/? [1:08:06<00:00,  2.82it/s]\nEpoch 0: |          | 11516/? [1:08:06<00:00,  2.82it/s]\nEpoch 0: |          | 11516/? [1:08:06<00:00,  2.82it/s]\nEpoch 0: |          | 11517/? [1:08:07<00:00,  2.82it/s]\nEpoch 0: |          | 11517/? [1:08:07<00:00,  2.82it/s]\nEpoch 0: |          | 11518/? [1:08:07<00:00,  2.82it/s]\nEpoch 0: |          | 11518/? [1:08:07<00:00,  2.82it/s]\nEpoch 0: |          | 11519/? [1:08:07<00:00,  2.82it/s]\nEpoch 0: |          | 11519/? [1:08:07<00:00,  2.82it/s]\nEpoch 0: |          | 11520/? [1:08:07<00:00,  2.82it/s]\nEpoch 0: |          | 11520/? [1:08:07<00:00,  2.82it/s]\nEpoch 0: |          | 11521/? [1:08:08<00:00,  2.82it/s]\nEpoch 0: |          | 11521/? [1:08:08<00:00,  2.82it/s]\nEpoch 0: |          | 11522/? [1:08:08<00:00,  2.82it/s]\nEpoch 0: |          | 11522/? [1:08:08<00:00,  2.82it/s]\nEpoch 0: |          | 11523/? [1:08:08<00:00,  2.82it/s]\nEpoch 0: |          | 11523/? [1:08:08<00:00,  2.82it/s]\nEpoch 0: |          | 11524/? [1:08:09<00:00,  2.82it/s]\nEpoch 0: |          | 11524/? [1:08:09<00:00,  2.82it/s]\nEpoch 0: |          | 11525/? [1:08:09<00:00,  2.82it/s]\nEpoch 0: |          | 11525/? [1:08:09<00:00,  2.82it/s]\nEpoch 0: |          | 11526/? [1:08:09<00:00,  2.82it/s]\nEpoch 0: |          | 11526/? [1:08:09<00:00,  2.82it/s]\nEpoch 0: |          | 11527/? [1:08:10<00:00,  2.82it/s]\nEpoch 0: |          | 11527/? [1:08:10<00:00,  2.82it/s]\nEpoch 0: |          | 11528/? [1:08:10<00:00,  2.82it/s]\nEpoch 0: |          | 11528/? [1:08:10<00:00,  2.82it/s]\nEpoch 0: |          | 11529/? [1:08:10<00:00,  2.82it/s]\nEpoch 0: |          | 11529/? [1:08:10<00:00,  2.82it/s]\nEpoch 0: |          | 11530/? [1:08:11<00:00,  2.82it/s]\nEpoch 0: |          | 11530/? [1:08:11<00:00,  2.82it/s]\nEpoch 0: |          | 11531/? [1:08:11<00:00,  2.82it/s]\nEpoch 0: |          | 11531/? [1:08:11<00:00,  2.82it/s]\nEpoch 0: |          | 11532/? [1:08:11<00:00,  2.82it/s]\nEpoch 0: |          | 11532/? [1:08:11<00:00,  2.82it/s]\nEpoch 0: |          | 11533/? [1:08:11<00:00,  2.82it/s]\nEpoch 0: |          | 11533/? [1:08:11<00:00,  2.82it/s]\nEpoch 0: |          | 11534/? [1:08:12<00:00,  2.82it/s]\nEpoch 0: |          | 11534/? [1:08:12<00:00,  2.82it/s]\nEpoch 0: |          | 11535/? [1:08:12<00:00,  2.82it/s]\nEpoch 0: |          | 11535/? [1:08:12<00:00,  2.82it/s]\nEpoch 0: |          | 11536/? [1:08:12<00:00,  2.82it/s]\nEpoch 0: |          | 11536/? [1:08:12<00:00,  2.82it/s]\nEpoch 0: |          | 11537/? [1:08:13<00:00,  2.82it/s]\nEpoch 0: |          | 11537/? [1:08:13<00:00,  2.82it/s]\nEpoch 0: |          | 11538/? [1:08:13<00:00,  2.82it/s]\nEpoch 0: |          | 11538/? [1:08:13<00:00,  2.82it/s]\nEpoch 0: |          | 11539/? [1:08:13<00:00,  2.82it/s]\nEpoch 0: |          | 11539/? [1:08:13<00:00,  2.82it/s]\nEpoch 0: |          | 11540/? [1:08:13<00:00,  2.82it/s]\nEpoch 0: |          | 11540/? [1:08:13<00:00,  2.82it/s]\nEpoch 0: |          | 11541/? [1:08:14<00:00,  2.82it/s]\nEpoch 0: |          | 11541/? [1:08:14<00:00,  2.82it/s]\nEpoch 0: |          | 11542/? [1:08:14<00:00,  2.82it/s]\nEpoch 0: |          | 11542/? [1:08:14<00:00,  2.82it/s]\nEpoch 0: |          | 11543/? [1:08:14<00:00,  2.82it/s]\nEpoch 0: |          | 11543/? [1:08:14<00:00,  2.82it/s]\nEpoch 0: |          | 11544/? [1:08:15<00:00,  2.82it/s]\nEpoch 0: |          | 11544/? [1:08:15<00:00,  2.82it/s]\nEpoch 0: |          | 11545/? [1:08:15<00:00,  2.82it/s]\nEpoch 0: |          | 11545/? [1:08:15<00:00,  2.82it/s]\nEpoch 0: |          | 11546/? [1:08:15<00:00,  2.82it/s]\nEpoch 0: |          | 11546/? [1:08:15<00:00,  2.82it/s]\nEpoch 0: |          | 11547/? [1:08:15<00:00,  2.82it/s]\nEpoch 0: |          | 11547/? [1:08:15<00:00,  2.82it/s]\nEpoch 0: |          | 11548/? [1:08:16<00:00,  2.82it/s]\nEpoch 0: |          | 11548/? [1:08:16<00:00,  2.82it/s]\nEpoch 0: |          | 11549/? [1:08:16<00:00,  2.82it/s]\nEpoch 0: |          | 11549/? [1:08:16<00:00,  2.82it/s]\nEpoch 0: |          | 11550/? [1:08:16<00:00,  2.82it/s]\nEpoch 0: |          | 11550/? [1:08:16<00:00,  2.82it/s]\nEpoch 0: |          | 11551/? [1:08:17<00:00,  2.82it/s]\nEpoch 0: |          | 11551/? [1:08:17<00:00,  2.82it/s]\nEpoch 0: |          | 11552/? [1:08:17<00:00,  2.82it/s]\nEpoch 0: |          | 11552/? [1:08:17<00:00,  2.82it/s]\nEpoch 0: |          | 11553/? [1:08:17<00:00,  2.82it/s]\nEpoch 0: |          | 11553/? [1:08:17<00:00,  2.82it/s]\nEpoch 0: |          | 11554/? [1:08:17<00:00,  2.82it/s]\nEpoch 0: |          | 11554/? [1:08:17<00:00,  2.82it/s]\nEpoch 0: |          | 11555/? [1:08:18<00:00,  2.82it/s]\nEpoch 0: |          | 11555/? [1:08:18<00:00,  2.82it/s]\nEpoch 0: |          | 11556/? [1:08:18<00:00,  2.82it/s]\nEpoch 0: |          | 11556/? [1:08:18<00:00,  2.82it/s]\nEpoch 0: |          | 11557/? [1:08:18<00:00,  2.82it/s]\nEpoch 0: |          | 11557/? [1:08:18<00:00,  2.82it/s]\nEpoch 0: |          | 11558/? [1:08:19<00:00,  2.82it/s]\nEpoch 0: |          | 11558/? [1:08:19<00:00,  2.82it/s]\nEpoch 0: |          | 11559/? [1:08:19<00:00,  2.82it/s]\nEpoch 0: |          | 11559/? [1:08:19<00:00,  2.82it/s]\nEpoch 0: |          | 11560/? [1:08:19<00:00,  2.82it/s]\nEpoch 0: |          | 11560/? [1:08:19<00:00,  2.82it/s]\nEpoch 0: |          | 11561/? [1:08:19<00:00,  2.82it/s]\nEpoch 0: |          | 11561/? [1:08:19<00:00,  2.82it/s]\nEpoch 0: |          | 11562/? [1:08:20<00:00,  2.82it/s]\nEpoch 0: |          | 11562/? [1:08:20<00:00,  2.82it/s]\nEpoch 0: |          | 11563/? [1:08:20<00:00,  2.82it/s]\nEpoch 0: |          | 11563/? [1:08:20<00:00,  2.82it/s]\nEpoch 0: |          | 11564/? [1:08:20<00:00,  2.82it/s]\nEpoch 0: |          | 11564/? [1:08:20<00:00,  2.82it/s]\nEpoch 0: |          | 11565/? [1:08:21<00:00,  2.82it/s]\nEpoch 0: |          | 11565/? [1:08:21<00:00,  2.82it/s]\nEpoch 0: |          | 11566/? [1:08:21<00:00,  2.82it/s]\nEpoch 0: |          | 11566/? [1:08:21<00:00,  2.82it/s]\nEpoch 0: |          | 11567/? [1:08:21<00:00,  2.82it/s]\nEpoch 0: |          | 11567/? [1:08:21<00:00,  2.82it/s]\nEpoch 0: |          | 11568/? [1:08:21<00:00,  2.82it/s]\nEpoch 0: |          | 11568/? [1:08:21<00:00,  2.82it/s]\nEpoch 0: |          | 11569/? [1:08:22<00:00,  2.82it/s]\nEpoch 0: |          | 11569/? [1:08:22<00:00,  2.82it/s]\nEpoch 0: |          | 11570/? [1:08:22<00:00,  2.82it/s]\nEpoch 0: |          | 11570/? [1:08:22<00:00,  2.82it/s]\nEpoch 0: |          | 11571/? [1:08:22<00:00,  2.82it/s]\nEpoch 0: |          | 11571/? [1:08:22<00:00,  2.82it/s]\nEpoch 0: |          | 11572/? [1:08:23<00:00,  2.82it/s]\nEpoch 0: |          | 11572/? [1:08:23<00:00,  2.82it/s]\nEpoch 0: |          | 11573/? [1:08:23<00:00,  2.82it/s]\nEpoch 0: |          | 11573/? [1:08:23<00:00,  2.82it/s]\nEpoch 0: |          | 11574/? [1:08:23<00:00,  2.82it/s]\nEpoch 0: |          | 11574/? [1:08:23<00:00,  2.82it/s]\nEpoch 0: |          | 11575/? [1:08:24<00:00,  2.82it/s]\nEpoch 0: |          | 11575/? [1:08:24<00:00,  2.82it/s]\nEpoch 0: |          | 11576/? [1:08:24<00:00,  2.82it/s]\nEpoch 0: |          | 11576/? [1:08:24<00:00,  2.82it/s]\nEpoch 0: |          | 11577/? [1:08:24<00:00,  2.82it/s]\nEpoch 0: |          | 11577/? [1:08:24<00:00,  2.82it/s]\nEpoch 0: |          | 11578/? [1:08:24<00:00,  2.82it/s]\nEpoch 0: |          | 11578/? [1:08:24<00:00,  2.82it/s]\nEpoch 0: |          | 11579/? [1:08:25<00:00,  2.82it/s]\nEpoch 0: |          | 11579/? [1:08:25<00:00,  2.82it/s]\nEpoch 0: |          | 11580/? [1:08:25<00:00,  2.82it/s]\nEpoch 0: |          | 11580/? [1:08:25<00:00,  2.82it/s]\nEpoch 0: |          | 11581/? [1:08:25<00:00,  2.82it/s]\nEpoch 0: |          | 11581/? [1:08:25<00:00,  2.82it/s]\nEpoch 0: |          | 11582/? [1:08:26<00:00,  2.82it/s]\nEpoch 0: |          | 11582/? [1:08:26<00:00,  2.82it/s]\nEpoch 0: |          | 11583/? [1:08:26<00:00,  2.82it/s]\nEpoch 0: |          | 11583/? [1:08:26<00:00,  2.82it/s]\nEpoch 0: |          | 11584/? [1:08:26<00:00,  2.82it/s]\nEpoch 0: |          | 11584/? [1:08:26<00:00,  2.82it/s]\nEpoch 0: |          | 11585/? [1:08:26<00:00,  2.82it/s]\nEpoch 0: |          | 11585/? [1:08:26<00:00,  2.82it/s]\nEpoch 0: |          | 11586/? [1:08:27<00:00,  2.82it/s]\nEpoch 0: |          | 11586/? [1:08:27<00:00,  2.82it/s]\nEpoch 0: |          | 11587/? [1:08:27<00:00,  2.82it/s]\nEpoch 0: |          | 11587/? [1:08:27<00:00,  2.82it/s]\nEpoch 0: |          | 11588/? [1:08:27<00:00,  2.82it/s]\nEpoch 0: |          | 11588/? [1:08:27<00:00,  2.82it/s]\nEpoch 0: |          | 11589/? [1:08:28<00:00,  2.82it/s]\nEpoch 0: |          | 11589/? [1:08:28<00:00,  2.82it/s]\nEpoch 0: |          | 11590/? [1:08:28<00:00,  2.82it/s]\nEpoch 0: |          | 11590/? [1:08:28<00:00,  2.82it/s]\nEpoch 0: |          | 11591/? [1:08:28<00:00,  2.82it/s]\nEpoch 0: |          | 11591/? [1:08:28<00:00,  2.82it/s]\nEpoch 0: |          | 11592/? [1:08:28<00:00,  2.82it/s]\nEpoch 0: |          | 11592/? [1:08:28<00:00,  2.82it/s]\nEpoch 0: |          | 11593/? [1:08:29<00:00,  2.82it/s]\nEpoch 0: |          | 11593/? [1:08:29<00:00,  2.82it/s]\nEpoch 0: |          | 11594/? [1:08:29<00:00,  2.82it/s]\nEpoch 0: |          | 11594/? [1:08:29<00:00,  2.82it/s]\nEpoch 0: |          | 11595/? [1:08:29<00:00,  2.82it/s]\nEpoch 0: |          | 11595/? [1:08:29<00:00,  2.82it/s]\nEpoch 0: |          | 11596/? [1:08:30<00:00,  2.82it/s]\nEpoch 0: |          | 11596/? [1:08:30<00:00,  2.82it/s]\nEpoch 0: |          | 11597/? [1:08:30<00:00,  2.82it/s]\nEpoch 0: |          | 11597/? [1:08:30<00:00,  2.82it/s]\nEpoch 0: |          | 11598/? [1:08:30<00:00,  2.82it/s]\nEpoch 0: |          | 11598/? [1:08:30<00:00,  2.82it/s]\nEpoch 0: |          | 11599/? [1:08:30<00:00,  2.82it/s]\nEpoch 0: |          | 11599/? [1:08:30<00:00,  2.82it/s]\nEpoch 0: |          | 11600/? [1:08:31<00:00,  2.82it/s]\nEpoch 0: |          | 11600/? [1:08:31<00:00,  2.82it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.85it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 16.72it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 16.41it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 16.60it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 11600/? [1:08:31<00:00,  2.82it/s]\nEpoch 0: |          | 11601/? [1:08:31<00:00,  2.82it/s]\nEpoch 0: |          | 11601/? [1:08:31<00:00,  2.82it/s]\nEpoch 0: |          | 11602/? [1:08:32<00:00,  2.82it/s]\nEpoch 0: |          | 11602/? [1:08:32<00:00,  2.82it/s]\nEpoch 0: |          | 11603/? [1:08:32<00:00,  2.82it/s]\nEpoch 0: |          | 11603/? [1:08:32<00:00,  2.82it/s]\nEpoch 0: |          | 11604/? [1:08:32<00:00,  2.82it/s]\nEpoch 0: |          | 11604/? [1:08:32<00:00,  2.82it/s]\nEpoch 0: |          | 11605/? [1:08:33<00:00,  2.82it/s]\nEpoch 0: |          | 11605/? [1:08:33<00:00,  2.82it/s]\nEpoch 0: |          | 11606/? [1:08:33<00:00,  2.82it/s]\nEpoch 0: |          | 11606/? [1:08:33<00:00,  2.82it/s]\nEpoch 0: |          | 11607/? [1:08:33<00:00,  2.82it/s]\nEpoch 0: |          | 11607/? [1:08:33<00:00,  2.82it/s]\nEpoch 0: |          | 11608/? [1:08:33<00:00,  2.82it/s]\nEpoch 0: |          | 11608/? [1:08:33<00:00,  2.82it/s]\nEpoch 0: |          | 11609/? [1:08:34<00:00,  2.82it/s]\nEpoch 0: |          | 11609/? [1:08:34<00:00,  2.82it/s]\nEpoch 0: |          | 11610/? [1:08:34<00:00,  2.82it/s]\nEpoch 0: |          | 11610/? [1:08:34<00:00,  2.82it/s]\nEpoch 0: |          | 11611/? [1:08:34<00:00,  2.82it/s]\nEpoch 0: |          | 11611/? [1:08:34<00:00,  2.82it/s]\nEpoch 0: |          | 11612/? [1:08:35<00:00,  2.82it/s]\nEpoch 0: |          | 11612/? [1:08:35<00:00,  2.82it/s]\nEpoch 0: |          | 11613/? [1:08:35<00:00,  2.82it/s]\nEpoch 0: |          | 11613/? [1:08:35<00:00,  2.82it/s]\nEpoch 0: |          | 11614/? [1:08:35<00:00,  2.82it/s]\nEpoch 0: |          | 11614/? [1:08:35<00:00,  2.82it/s]\nEpoch 0: |          | 11615/? [1:08:35<00:00,  2.82it/s]\nEpoch 0: |          | 11615/? [1:08:35<00:00,  2.82it/s]\nEpoch 0: |          | 11616/? [1:08:36<00:00,  2.82it/s]\nEpoch 0: |          | 11616/? [1:08:36<00:00,  2.82it/s]\nEpoch 0: |          | 11617/? [1:08:36<00:00,  2.82it/s]\nEpoch 0: |          | 11617/? [1:08:36<00:00,  2.82it/s]\nEpoch 0: |          | 11618/? [1:08:36<00:00,  2.82it/s]\nEpoch 0: |          | 11618/? [1:08:36<00:00,  2.82it/s]\nEpoch 0: |          | 11619/? [1:08:37<00:00,  2.82it/s]\nEpoch 0: |          | 11619/? [1:08:37<00:00,  2.82it/s]\nEpoch 0: |          | 11620/? [1:08:37<00:00,  2.82it/s]\nEpoch 0: |          | 11620/? [1:08:37<00:00,  2.82it/s]\nEpoch 0: |          | 11621/? [1:08:37<00:00,  2.82it/s]\nEpoch 0: |          | 11621/? [1:08:37<00:00,  2.82it/s]\nEpoch 0: |          | 11622/? [1:08:37<00:00,  2.82it/s]\nEpoch 0: |          | 11622/? [1:08:37<00:00,  2.82it/s]\nEpoch 0: |          | 11623/? [1:08:38<00:00,  2.82it/s]\nEpoch 0: |          | 11623/? [1:08:38<00:00,  2.82it/s]\nEpoch 0: |          | 11624/? [1:08:38<00:00,  2.82it/s]\nEpoch 0: |          | 11624/? [1:08:38<00:00,  2.82it/s]\nEpoch 0: |          | 11625/? [1:08:38<00:00,  2.82it/s]\nEpoch 0: |          | 11625/? [1:08:38<00:00,  2.82it/s]\nEpoch 0: |          | 11626/? [1:08:39<00:00,  2.82it/s]\nEpoch 0: |          | 11626/? [1:08:39<00:00,  2.82it/s]\nEpoch 0: |          | 11627/? [1:08:39<00:00,  2.82it/s]\nEpoch 0: |          | 11627/? [1:08:39<00:00,  2.82it/s]\nEpoch 0: |          | 11628/? [1:08:39<00:00,  2.82it/s]\nEpoch 0: |          | 11628/? [1:08:39<00:00,  2.82it/s]\nEpoch 0: |          | 11629/? [1:08:40<00:00,  2.82it/s]\nEpoch 0: |          | 11629/? [1:08:40<00:00,  2.82it/s]\nEpoch 0: |          | 11630/? [1:08:40<00:00,  2.82it/s]\nEpoch 0: |          | 11630/? [1:08:40<00:00,  2.82it/s]\nEpoch 0: |          | 11631/? [1:08:40<00:00,  2.82it/s]\nEpoch 0: |          | 11631/? [1:08:40<00:00,  2.82it/s]\nEpoch 0: |          | 11632/? [1:08:40<00:00,  2.82it/s]\nEpoch 0: |          | 11632/? [1:08:40<00:00,  2.82it/s]\nEpoch 0: |          | 11633/? [1:08:41<00:00,  2.82it/s]\nEpoch 0: |          | 11633/? [1:08:41<00:00,  2.82it/s]\nEpoch 0: |          | 11634/? [1:08:41<00:00,  2.82it/s]\nEpoch 0: |          | 11634/? [1:08:41<00:00,  2.82it/s]\nEpoch 0: |          | 11635/? [1:08:41<00:00,  2.82it/s]\nEpoch 0: |          | 11635/? [1:08:41<00:00,  2.82it/s]\nEpoch 0: |          | 11636/? [1:08:42<00:00,  2.82it/s]\nEpoch 0: |          | 11636/? [1:08:42<00:00,  2.82it/s]\nEpoch 0: |          | 11637/? [1:08:42<00:00,  2.82it/s]\nEpoch 0: |          | 11637/? [1:08:42<00:00,  2.82it/s]\nEpoch 0: |          | 11638/? [1:08:42<00:00,  2.82it/s]\nEpoch 0: |          | 11638/? [1:08:42<00:00,  2.82it/s]\nEpoch 0: |          | 11639/? [1:08:42<00:00,  2.82it/s]\nEpoch 0: |          | 11639/? [1:08:42<00:00,  2.82it/s]\nEpoch 0: |          | 11640/? [1:08:43<00:00,  2.82it/s]\nEpoch 0: |          | 11640/? [1:08:43<00:00,  2.82it/s]\nEpoch 0: |          | 11641/? [1:08:43<00:00,  2.82it/s]\nEpoch 0: |          | 11641/? [1:08:43<00:00,  2.82it/s]\nEpoch 0: |          | 11642/? [1:08:43<00:00,  2.82it/s]\nEpoch 0: |          | 11642/? [1:08:43<00:00,  2.82it/s]\nEpoch 0: |          | 11643/? [1:08:44<00:00,  2.82it/s]\nEpoch 0: |          | 11643/? [1:08:44<00:00,  2.82it/s]\nEpoch 0: |          | 11644/? [1:08:44<00:00,  2.82it/s]\nEpoch 0: |          | 11644/? [1:08:44<00:00,  2.82it/s]\nEpoch 0: |          | 11645/? [1:08:44<00:00,  2.82it/s]\nEpoch 0: |          | 11645/? [1:08:44<00:00,  2.82it/s]\nEpoch 0: |          | 11646/? [1:08:44<00:00,  2.82it/s]\nEpoch 0: |          | 11646/? [1:08:44<00:00,  2.82it/s]\nEpoch 0: |          | 11647/? [1:08:45<00:00,  2.82it/s]\nEpoch 0: |          | 11647/? [1:08:45<00:00,  2.82it/s]\nEpoch 0: |          | 11648/? [1:08:45<00:00,  2.82it/s]\nEpoch 0: |          | 11648/? [1:08:45<00:00,  2.82it/s]\nEpoch 0: |          | 11649/? [1:08:45<00:00,  2.82it/s]\nEpoch 0: |          | 11649/? [1:08:45<00:00,  2.82it/s]\nEpoch 0: |          | 11650/? [1:08:46<00:00,  2.82it/s]\nEpoch 0: |          | 11650/? [1:08:46<00:00,  2.82it/s]\nEpoch 0: |          | 11651/? [1:08:46<00:00,  2.82it/s]\nEpoch 0: |          | 11651/? [1:08:46<00:00,  2.82it/s]\nEpoch 0: |          | 11652/? [1:08:46<00:00,  2.82it/s]\nEpoch 0: |          | 11652/? [1:08:46<00:00,  2.82it/s]\nEpoch 0: |          | 11653/? [1:08:47<00:00,  2.82it/s]\nEpoch 0: |          | 11653/? [1:08:47<00:00,  2.82it/s]\nEpoch 0: |          | 11654/? [1:08:47<00:00,  2.82it/s]\nEpoch 0: |          | 11654/? [1:08:47<00:00,  2.82it/s]\nEpoch 0: |          | 11655/? [1:08:47<00:00,  2.82it/s]\nEpoch 0: |          | 11655/? [1:08:47<00:00,  2.82it/s]\nEpoch 0: |          | 11656/? [1:08:47<00:00,  2.82it/s]\nEpoch 0: |          | 11656/? [1:08:47<00:00,  2.82it/s]\nEpoch 0: |          | 11657/? [1:08:48<00:00,  2.82it/s]\nEpoch 0: |          | 11657/? [1:08:48<00:00,  2.82it/s]\nEpoch 0: |          | 11658/? [1:08:48<00:00,  2.82it/s]\nEpoch 0: |          | 11658/? [1:08:48<00:00,  2.82it/s]\nEpoch 0: |          | 11659/? [1:08:48<00:00,  2.82it/s]\nEpoch 0: |          | 11659/? [1:08:48<00:00,  2.82it/s]\nEpoch 0: |          | 11660/? [1:08:49<00:00,  2.82it/s]\nEpoch 0: |          | 11660/? [1:08:49<00:00,  2.82it/s]\nEpoch 0: |          | 11661/? [1:08:49<00:00,  2.82it/s]\nEpoch 0: |          | 11661/? [1:08:49<00:00,  2.82it/s]\nEpoch 0: |          | 11662/? [1:08:49<00:00,  2.82it/s]\nEpoch 0: |          | 11662/? [1:08:49<00:00,  2.82it/s]\nEpoch 0: |          | 11663/? [1:08:49<00:00,  2.82it/s]\nEpoch 0: |          | 11663/? [1:08:49<00:00,  2.82it/s]\nEpoch 0: |          | 11664/? [1:08:50<00:00,  2.82it/s]\nEpoch 0: |          | 11664/? [1:08:50<00:00,  2.82it/s]\nEpoch 0: |          | 11665/? [1:08:50<00:00,  2.82it/s]\nEpoch 0: |          | 11665/? [1:08:50<00:00,  2.82it/s]\nEpoch 0: |          | 11666/? [1:08:50<00:00,  2.82it/s]\nEpoch 0: |          | 11666/? [1:08:50<00:00,  2.82it/s]\nEpoch 0: |          | 11667/? [1:08:51<00:00,  2.82it/s]\nEpoch 0: |          | 11667/? [1:08:51<00:00,  2.82it/s]\nEpoch 0: |          | 11668/? [1:08:51<00:00,  2.82it/s]\nEpoch 0: |          | 11668/? [1:08:51<00:00,  2.82it/s]\nEpoch 0: |          | 11669/? [1:08:51<00:00,  2.82it/s]\nEpoch 0: |          | 11669/? [1:08:51<00:00,  2.82it/s]\nEpoch 0: |          | 11670/? [1:08:51<00:00,  2.82it/s]\nEpoch 0: |          | 11670/? [1:08:51<00:00,  2.82it/s]\nEpoch 0: |          | 11671/? [1:08:52<00:00,  2.82it/s]\nEpoch 0: |          | 11671/? [1:08:52<00:00,  2.82it/s]\nEpoch 0: |          | 11672/? [1:08:52<00:00,  2.82it/s]\nEpoch 0: |          | 11672/? [1:08:52<00:00,  2.82it/s]\nEpoch 0: |          | 11673/? [1:08:52<00:00,  2.82it/s]\nEpoch 0: |          | 11673/? [1:08:52<00:00,  2.82it/s]\nEpoch 0: |          | 11674/? [1:08:53<00:00,  2.82it/s]\nEpoch 0: |          | 11674/? [1:08:53<00:00,  2.82it/s]\nEpoch 0: |          | 11675/? [1:08:53<00:00,  2.82it/s]\nEpoch 0: |          | 11675/? [1:08:53<00:00,  2.82it/s]\nEpoch 0: |          | 11676/? [1:08:53<00:00,  2.82it/s]\nEpoch 0: |          | 11676/? [1:08:53<00:00,  2.82it/s]\nEpoch 0: |          | 11677/? [1:08:53<00:00,  2.82it/s]\nEpoch 0: |          | 11677/? [1:08:53<00:00,  2.82it/s]\nEpoch 0: |          | 11678/? [1:08:54<00:00,  2.82it/s]\nEpoch 0: |          | 11678/? [1:08:54<00:00,  2.82it/s]\nEpoch 0: |          | 11679/? [1:08:54<00:00,  2.82it/s]\nEpoch 0: |          | 11679/? [1:08:54<00:00,  2.82it/s]\nEpoch 0: |          | 11680/? [1:08:54<00:00,  2.82it/s]\nEpoch 0: |          | 11680/? [1:08:54<00:00,  2.82it/s]\nEpoch 0: |          | 11681/? [1:08:55<00:00,  2.82it/s]\nEpoch 0: |          | 11681/? [1:08:55<00:00,  2.82it/s]\nEpoch 0: |          | 11682/? [1:08:55<00:00,  2.82it/s]\nEpoch 0: |          | 11682/? [1:08:55<00:00,  2.82it/s]\nEpoch 0: |          | 11683/? [1:08:55<00:00,  2.82it/s]\nEpoch 0: |          | 11683/? [1:08:55<00:00,  2.82it/s]\nEpoch 0: |          | 11684/? [1:08:56<00:00,  2.82it/s]\nEpoch 0: |          | 11684/? [1:08:56<00:00,  2.82it/s]\nEpoch 0: |          | 11685/? [1:08:56<00:00,  2.82it/s]\nEpoch 0: |          | 11685/? [1:08:56<00:00,  2.82it/s]\nEpoch 0: |          | 11686/? [1:08:56<00:00,  2.83it/s]\nEpoch 0: |          | 11686/? [1:08:56<00:00,  2.83it/s]\nEpoch 0: |          | 11687/? [1:08:56<00:00,  2.83it/s]\nEpoch 0: |          | 11687/? [1:08:56<00:00,  2.83it/s]\nEpoch 0: |          | 11688/? [1:08:57<00:00,  2.83it/s]\nEpoch 0: |          | 11688/? [1:08:57<00:00,  2.83it/s]\nEpoch 0: |          | 11689/? [1:08:57<00:00,  2.83it/s]\nEpoch 0: |          | 11689/? [1:08:57<00:00,  2.83it/s]\nEpoch 0: |          | 11690/? [1:08:57<00:00,  2.83it/s]\nEpoch 0: |          | 11690/? [1:08:57<00:00,  2.83it/s]\nEpoch 0: |          | 11691/? [1:08:58<00:00,  2.83it/s]\nEpoch 0: |          | 11691/? [1:08:58<00:00,  2.83it/s]\nEpoch 0: |          | 11692/? [1:08:58<00:00,  2.83it/s]\nEpoch 0: |          | 11692/? [1:08:58<00:00,  2.83it/s]\nEpoch 0: |          | 11693/? [1:08:58<00:00,  2.83it/s]\nEpoch 0: |          | 11693/? [1:08:58<00:00,  2.83it/s]\nEpoch 0: |          | 11694/? [1:08:58<00:00,  2.83it/s]\nEpoch 0: |          | 11694/? [1:08:58<00:00,  2.83it/s]\nEpoch 0: |          | 11695/? [1:08:59<00:00,  2.83it/s]\nEpoch 0: |          | 11695/? [1:08:59<00:00,  2.83it/s]\nEpoch 0: |          | 11696/? [1:08:59<00:00,  2.83it/s]\nEpoch 0: |          | 11696/? [1:08:59<00:00,  2.83it/s]\nEpoch 0: |          | 11697/? [1:08:59<00:00,  2.83it/s]\nEpoch 0: |          | 11697/? [1:08:59<00:00,  2.83it/s]\nEpoch 0: |          | 11698/? [1:09:00<00:00,  2.83it/s]\nEpoch 0: |          | 11698/? [1:09:00<00:00,  2.83it/s]\nEpoch 0: |          | 11699/? [1:09:00<00:00,  2.83it/s]\nEpoch 0: |          | 11699/? [1:09:00<00:00,  2.83it/s]\nEpoch 0: |          | 11700/? [1:09:00<00:00,  2.83it/s]\nEpoch 0: |          | 11700/? [1:09:00<00:00,  2.83it/s]\nEpoch 0: |          | 11701/? [1:09:01<00:00,  2.83it/s]\nEpoch 0: |          | 11701/? [1:09:01<00:00,  2.83it/s]\nEpoch 0: |          | 11702/? [1:09:01<00:00,  2.83it/s]\nEpoch 0: |          | 11702/? [1:09:01<00:00,  2.83it/s]\nEpoch 0: |          | 11703/? [1:09:01<00:00,  2.83it/s]\nEpoch 0: |          | 11703/? [1:09:01<00:00,  2.83it/s]\nEpoch 0: |          | 11704/? [1:09:01<00:00,  2.83it/s]\nEpoch 0: |          | 11704/? [1:09:01<00:00,  2.83it/s]\nEpoch 0: |          | 11705/? [1:09:02<00:00,  2.83it/s]\nEpoch 0: |          | 11705/? [1:09:02<00:00,  2.83it/s]\nEpoch 0: |          | 11706/? [1:09:02<00:00,  2.83it/s]\nEpoch 0: |          | 11706/? [1:09:02<00:00,  2.83it/s]\nEpoch 0: |          | 11707/? [1:09:02<00:00,  2.83it/s]\nEpoch 0: |          | 11707/? [1:09:02<00:00,  2.83it/s]\nEpoch 0: |          | 11708/? [1:09:03<00:00,  2.83it/s]\nEpoch 0: |          | 11708/? [1:09:03<00:00,  2.83it/s]\nEpoch 0: |          | 11709/? [1:09:03<00:00,  2.83it/s]\nEpoch 0: |          | 11709/? [1:09:03<00:00,  2.83it/s]\nEpoch 0: |          | 11710/? [1:09:03<00:00,  2.83it/s]\nEpoch 0: |          | 11710/? [1:09:03<00:00,  2.83it/s]\nEpoch 0: |          | 11711/? [1:09:03<00:00,  2.83it/s]\nEpoch 0: |          | 11711/? [1:09:03<00:00,  2.83it/s]\nEpoch 0: |          | 11712/? [1:09:04<00:00,  2.83it/s]\nEpoch 0: |          | 11712/? [1:09:04<00:00,  2.83it/s]\nEpoch 0: |          | 11713/? [1:09:04<00:00,  2.83it/s]\nEpoch 0: |          | 11713/? [1:09:04<00:00,  2.83it/s]\nEpoch 0: |          | 11714/? [1:09:04<00:00,  2.83it/s]\nEpoch 0: |          | 11714/? [1:09:04<00:00,  2.83it/s]\nEpoch 0: |          | 11715/? [1:09:05<00:00,  2.83it/s]\nEpoch 0: |          | 11715/? [1:09:05<00:00,  2.83it/s]\nEpoch 0: |          | 11716/? [1:09:05<00:00,  2.83it/s]\nEpoch 0: |          | 11716/? [1:09:05<00:00,  2.83it/s]\nEpoch 0: |          | 11717/? [1:09:05<00:00,  2.83it/s]\nEpoch 0: |          | 11717/? [1:09:05<00:00,  2.83it/s]\nEpoch 0: |          | 11718/? [1:09:05<00:00,  2.83it/s]\nEpoch 0: |          | 11718/? [1:09:05<00:00,  2.83it/s]\nEpoch 0: |          | 11719/? [1:09:06<00:00,  2.83it/s]\nEpoch 0: |          | 11719/? [1:09:06<00:00,  2.83it/s]\nEpoch 0: |          | 11720/? [1:09:06<00:00,  2.83it/s]\nEpoch 0: |          | 11720/? [1:09:06<00:00,  2.83it/s]\nEpoch 0: |          | 11721/? [1:09:06<00:00,  2.83it/s]\nEpoch 0: |          | 11721/? [1:09:06<00:00,  2.83it/s]\nEpoch 0: |          | 11722/? [1:09:07<00:00,  2.83it/s]\nEpoch 0: |          | 11722/? [1:09:07<00:00,  2.83it/s]\nEpoch 0: |          | 11723/? [1:09:07<00:00,  2.83it/s]\nEpoch 0: |          | 11723/? [1:09:07<00:00,  2.83it/s]\nEpoch 0: |          | 11724/? [1:09:07<00:00,  2.83it/s]\nEpoch 0: |          | 11724/? [1:09:07<00:00,  2.83it/s]\nEpoch 0: |          | 11725/? [1:09:08<00:00,  2.83it/s]\nEpoch 0: |          | 11725/? [1:09:08<00:00,  2.83it/s]\nEpoch 0: |          | 11726/? [1:09:08<00:00,  2.83it/s]\nEpoch 0: |          | 11726/? [1:09:08<00:00,  2.83it/s]\nEpoch 0: |          | 11727/? [1:09:08<00:00,  2.83it/s]\nEpoch 0: |          | 11727/? [1:09:08<00:00,  2.83it/s]\nEpoch 0: |          | 11728/? [1:09:08<00:00,  2.83it/s]\nEpoch 0: |          | 11728/? [1:09:08<00:00,  2.83it/s]\nEpoch 0: |          | 11729/? [1:09:09<00:00,  2.83it/s]\nEpoch 0: |          | 11729/? [1:09:09<00:00,  2.83it/s]\nEpoch 0: |          | 11730/? [1:09:09<00:00,  2.83it/s]\nEpoch 0: |          | 11730/? [1:09:09<00:00,  2.83it/s]\nEpoch 0: |          | 11731/? [1:09:09<00:00,  2.83it/s]\nEpoch 0: |          | 11731/? [1:09:09<00:00,  2.83it/s]\nEpoch 0: |          | 11732/? [1:09:10<00:00,  2.83it/s]\nEpoch 0: |          | 11732/? [1:09:10<00:00,  2.83it/s]\nEpoch 0: |          | 11733/? [1:09:10<00:00,  2.83it/s]\nEpoch 0: |          | 11733/? [1:09:10<00:00,  2.83it/s]\nEpoch 0: |          | 11734/? [1:09:10<00:00,  2.83it/s]\nEpoch 0: |          | 11734/? [1:09:10<00:00,  2.83it/s]\nEpoch 0: |          | 11735/? [1:09:10<00:00,  2.83it/s]\nEpoch 0: |          | 11735/? [1:09:10<00:00,  2.83it/s]\nEpoch 0: |          | 11736/? [1:09:11<00:00,  2.83it/s]\nEpoch 0: |          | 11736/? [1:09:11<00:00,  2.83it/s]\nEpoch 0: |          | 11737/? [1:09:11<00:00,  2.83it/s]\nEpoch 0: |          | 11737/? [1:09:11<00:00,  2.83it/s]\nEpoch 0: |          | 11738/? [1:09:11<00:00,  2.83it/s]\nEpoch 0: |          | 11738/? [1:09:11<00:00,  2.83it/s]\nEpoch 0: |          | 11739/? [1:09:12<00:00,  2.83it/s]\nEpoch 0: |          | 11739/? [1:09:12<00:00,  2.83it/s]\nEpoch 0: |          | 11740/? [1:09:12<00:00,  2.83it/s]\nEpoch 0: |          | 11740/? [1:09:12<00:00,  2.83it/s]\nEpoch 0: |          | 11741/? [1:09:12<00:00,  2.83it/s]\nEpoch 0: |          | 11741/? [1:09:12<00:00,  2.83it/s]\nEpoch 0: |          | 11742/? [1:09:13<00:00,  2.83it/s]\nEpoch 0: |          | 11742/? [1:09:13<00:00,  2.83it/s]\nEpoch 0: |          | 11743/? [1:09:13<00:00,  2.83it/s]\nEpoch 0: |          | 11743/? [1:09:13<00:00,  2.83it/s]\nEpoch 0: |          | 11744/? [1:09:13<00:00,  2.83it/s]\nEpoch 0: |          | 11744/? [1:09:13<00:00,  2.83it/s]\nEpoch 0: |          | 11745/? [1:09:13<00:00,  2.83it/s]\nEpoch 0: |          | 11745/? [1:09:13<00:00,  2.83it/s]\nEpoch 0: |          | 11746/? [1:09:14<00:00,  2.83it/s]\nEpoch 0: |          | 11746/? [1:09:14<00:00,  2.83it/s]\nEpoch 0: |          | 11747/? [1:09:14<00:00,  2.83it/s]\nEpoch 0: |          | 11747/? [1:09:14<00:00,  2.83it/s]\nEpoch 0: |          | 11748/? [1:09:14<00:00,  2.83it/s]\nEpoch 0: |          | 11748/? [1:09:14<00:00,  2.83it/s]\nEpoch 0: |          | 11749/? [1:09:15<00:00,  2.83it/s]\nEpoch 0: |          | 11749/? [1:09:15<00:00,  2.83it/s]\nEpoch 0: |          | 11750/? [1:09:15<00:00,  2.83it/s]\nEpoch 0: |          | 11750/? [1:09:15<00:00,  2.83it/s]\nEpoch 0: |          | 11751/? [1:09:15<00:00,  2.83it/s]\nEpoch 0: |          | 11751/? [1:09:15<00:00,  2.83it/s]\nEpoch 0: |          | 11752/? [1:09:15<00:00,  2.83it/s]\nEpoch 0: |          | 11752/? [1:09:15<00:00,  2.83it/s]\nEpoch 0: |          | 11753/? [1:09:16<00:00,  2.83it/s]\nEpoch 0: |          | 11753/? [1:09:16<00:00,  2.83it/s]\nEpoch 0: |          | 11754/? [1:09:16<00:00,  2.83it/s]\nEpoch 0: |          | 11754/? [1:09:16<00:00,  2.83it/s]\nEpoch 0: |          | 11755/? [1:09:17<00:00,  2.83it/s]\nEpoch 0: |          | 11755/? [1:09:17<00:00,  2.83it/s]\nEpoch 0: |          | 11756/? [1:09:17<00:00,  2.83it/s]\nEpoch 0: |          | 11756/? [1:09:17<00:00,  2.83it/s]\nEpoch 0: |          | 11757/? [1:09:17<00:00,  2.83it/s]\nEpoch 0: |          | 11757/? [1:09:17<00:00,  2.83it/s]\nEpoch 0: |          | 11758/? [1:09:18<00:00,  2.83it/s]\nEpoch 0: |          | 11758/? [1:09:18<00:00,  2.83it/s]\nEpoch 0: |          | 11759/? [1:09:18<00:00,  2.83it/s]\nEpoch 0: |          | 11759/? [1:09:18<00:00,  2.83it/s]\nEpoch 0: |          | 11760/? [1:09:18<00:00,  2.83it/s]\nEpoch 0: |          | 11760/? [1:09:18<00:00,  2.83it/s]\nEpoch 0: |          | 11761/? [1:09:18<00:00,  2.83it/s]\nEpoch 0: |          | 11761/? [1:09:18<00:00,  2.83it/s]\nEpoch 0: |          | 11762/? [1:09:19<00:00,  2.83it/s]\nEpoch 0: |          | 11762/? [1:09:19<00:00,  2.83it/s]\nEpoch 0: |          | 11763/? [1:09:19<00:00,  2.83it/s]\nEpoch 0: |          | 11763/? [1:09:19<00:00,  2.83it/s]\nEpoch 0: |          | 11764/? [1:09:19<00:00,  2.83it/s]\nEpoch 0: |          | 11764/? [1:09:19<00:00,  2.83it/s]\nEpoch 0: |          | 11765/? [1:09:20<00:00,  2.83it/s]\nEpoch 0: |          | 11765/? [1:09:20<00:00,  2.83it/s]\nEpoch 0: |          | 11766/? [1:09:20<00:00,  2.83it/s]\nEpoch 0: |          | 11766/? [1:09:20<00:00,  2.83it/s]\nEpoch 0: |          | 11767/? [1:09:20<00:00,  2.83it/s]\nEpoch 0: |          | 11767/? [1:09:20<00:00,  2.83it/s]\nEpoch 0: |          | 11768/? [1:09:20<00:00,  2.83it/s]\nEpoch 0: |          | 11768/? [1:09:20<00:00,  2.83it/s]\nEpoch 0: |          | 11769/? [1:09:21<00:00,  2.83it/s]\nEpoch 0: |          | 11769/? [1:09:21<00:00,  2.83it/s]\nEpoch 0: |          | 11770/? [1:09:21<00:00,  2.83it/s]\nEpoch 0: |          | 11770/? [1:09:21<00:00,  2.83it/s]\nEpoch 0: |          | 11771/? [1:09:22<00:00,  2.83it/s]\nEpoch 0: |          | 11771/? [1:09:22<00:00,  2.83it/s]\nEpoch 0: |          | 11772/? [1:09:22<00:00,  2.83it/s]\nEpoch 0: |          | 11772/? [1:09:22<00:00,  2.83it/s]\nEpoch 0: |          | 11773/? [1:09:22<00:00,  2.83it/s]\nEpoch 0: |          | 11773/? [1:09:22<00:00,  2.83it/s]\nEpoch 0: |          | 11774/? [1:09:22<00:00,  2.83it/s]\nEpoch 0: |          | 11774/? [1:09:22<00:00,  2.83it/s]\nEpoch 0: |          | 11775/? [1:09:23<00:00,  2.83it/s]\nEpoch 0: |          | 11775/? [1:09:23<00:00,  2.83it/s]\nEpoch 0: |          | 11776/? [1:09:23<00:00,  2.83it/s]\nEpoch 0: |          | 11776/? [1:09:23<00:00,  2.83it/s]\nEpoch 0: |          | 11777/? [1:09:23<00:00,  2.83it/s]\nEpoch 0: |          | 11777/? [1:09:23<00:00,  2.83it/s]\nEpoch 0: |          | 11778/? [1:09:24<00:00,  2.83it/s]\nEpoch 0: |          | 11778/? [1:09:24<00:00,  2.83it/s]\nEpoch 0: |          | 11779/? [1:09:24<00:00,  2.83it/s]\nEpoch 0: |          | 11779/? [1:09:24<00:00,  2.83it/s]\nEpoch 0: |          | 11780/? [1:09:24<00:00,  2.83it/s]\nEpoch 0: |          | 11780/? [1:09:24<00:00,  2.83it/s]\nEpoch 0: |          | 11781/? [1:09:25<00:00,  2.83it/s]\nEpoch 0: |          | 11781/? [1:09:25<00:00,  2.83it/s]\nEpoch 0: |          | 11782/? [1:09:25<00:00,  2.83it/s]\nEpoch 0: |          | 11782/? [1:09:25<00:00,  2.83it/s]\nEpoch 0: |          | 11783/? [1:09:25<00:00,  2.83it/s]\nEpoch 0: |          | 11783/? [1:09:25<00:00,  2.83it/s]\nEpoch 0: |          | 11784/? [1:09:26<00:00,  2.83it/s]\nEpoch 0: |          | 11784/? [1:09:26<00:00,  2.83it/s]\nEpoch 0: |          | 11785/? [1:09:26<00:00,  2.83it/s]\nEpoch 0: |          | 11785/? [1:09:26<00:00,  2.83it/s]\nEpoch 0: |          | 11786/? [1:09:26<00:00,  2.83it/s]\nEpoch 0: |          | 11786/? [1:09:26<00:00,  2.83it/s]\nEpoch 0: |          | 11787/? [1:09:27<00:00,  2.83it/s]\nEpoch 0: |          | 11787/? [1:09:27<00:00,  2.83it/s]\nEpoch 0: |          | 11788/? [1:09:27<00:00,  2.83it/s]\nEpoch 0: |          | 11788/? [1:09:27<00:00,  2.83it/s]\nEpoch 0: |          | 11789/? [1:09:27<00:00,  2.83it/s]\nEpoch 0: |          | 11789/? [1:09:27<00:00,  2.83it/s]\nEpoch 0: |          | 11790/? [1:09:27<00:00,  2.83it/s]\nEpoch 0: |          | 11790/? [1:09:27<00:00,  2.83it/s]\nEpoch 0: |          | 11791/? [1:09:28<00:00,  2.83it/s]\nEpoch 0: |          | 11791/? [1:09:28<00:00,  2.83it/s]\nEpoch 0: |          | 11792/? [1:09:28<00:00,  2.83it/s]\nEpoch 0: |          | 11792/? [1:09:28<00:00,  2.83it/s]\nEpoch 0: |          | 11793/? [1:09:28<00:00,  2.83it/s]\nEpoch 0: |          | 11793/? [1:09:28<00:00,  2.83it/s]\nEpoch 0: |          | 11794/? [1:09:29<00:00,  2.83it/s]\nEpoch 0: |          | 11794/? [1:09:29<00:00,  2.83it/s]\nEpoch 0: |          | 11795/? [1:09:29<00:00,  2.83it/s]\nEpoch 0: |          | 11795/? [1:09:29<00:00,  2.83it/s]\nEpoch 0: |          | 11796/? [1:09:29<00:00,  2.83it/s]\nEpoch 0: |          | 11796/? [1:09:29<00:00,  2.83it/s]\nEpoch 0: |          | 11797/? [1:09:30<00:00,  2.83it/s]\nEpoch 0: |          | 11797/? [1:09:30<00:00,  2.83it/s]\nEpoch 0: |          | 11798/? [1:09:30<00:00,  2.83it/s]\nEpoch 0: |          | 11798/? [1:09:30<00:00,  2.83it/s]\nEpoch 0: |          | 11799/? [1:09:30<00:00,  2.83it/s]\nEpoch 0: |          | 11799/? [1:09:30<00:00,  2.83it/s]\nEpoch 0: |          | 11800/? [1:09:30<00:00,  2.83it/s]\nEpoch 0: |          | 11800/? [1:09:30<00:00,  2.83it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.69it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 16.16it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 16.02it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.73it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 11800/? [1:09:31<00:00,  2.83it/s]\nEpoch 0: |          | 11801/? [1:09:31<00:00,  2.83it/s]\nEpoch 0: |          | 11801/? [1:09:31<00:00,  2.83it/s]\nEpoch 0: |          | 11802/? [1:09:31<00:00,  2.83it/s]\nEpoch 0: |          | 11802/? [1:09:31<00:00,  2.83it/s]\nEpoch 0: |          | 11803/? [1:09:32<00:00,  2.83it/s]\nEpoch 0: |          | 11803/? [1:09:32<00:00,  2.83it/s]\nEpoch 0: |          | 11804/? [1:09:32<00:00,  2.83it/s]\nEpoch 0: |          | 11804/? [1:09:32<00:00,  2.83it/s]\nEpoch 0: |          | 11805/? [1:09:32<00:00,  2.83it/s]\nEpoch 0: |          | 11805/? [1:09:32<00:00,  2.83it/s]\nEpoch 0: |          | 11806/? [1:09:33<00:00,  2.83it/s]\nEpoch 0: |          | 11806/? [1:09:33<00:00,  2.83it/s]\nEpoch 0: |          | 11807/? [1:09:33<00:00,  2.83it/s]\nEpoch 0: |          | 11807/? [1:09:33<00:00,  2.83it/s]\nEpoch 0: |          | 11808/? [1:09:33<00:00,  2.83it/s]\nEpoch 0: |          | 11808/? [1:09:33<00:00,  2.83it/s]\nEpoch 0: |          | 11809/? [1:09:33<00:00,  2.83it/s]\nEpoch 0: |          | 11809/? [1:09:33<00:00,  2.83it/s]\nEpoch 0: |          | 11810/? [1:09:34<00:00,  2.83it/s]\nEpoch 0: |          | 11810/? [1:09:34<00:00,  2.83it/s]\nEpoch 0: |          | 11811/? [1:09:34<00:00,  2.83it/s]\nEpoch 0: |          | 11811/? [1:09:34<00:00,  2.83it/s]\nEpoch 0: |          | 11812/? [1:09:34<00:00,  2.83it/s]\nEpoch 0: |          | 11812/? [1:09:34<00:00,  2.83it/s]\nEpoch 0: |          | 11813/? [1:09:35<00:00,  2.83it/s]\nEpoch 0: |          | 11813/? [1:09:35<00:00,  2.83it/s]\nEpoch 0: |          | 11814/? [1:09:35<00:00,  2.83it/s]\nEpoch 0: |          | 11814/? [1:09:35<00:00,  2.83it/s]\nEpoch 0: |          | 11815/? [1:09:35<00:00,  2.83it/s]\nEpoch 0: |          | 11815/? [1:09:35<00:00,  2.83it/s]\nEpoch 0: |          | 11816/? [1:09:35<00:00,  2.83it/s]\nEpoch 0: |          | 11816/? [1:09:35<00:00,  2.83it/s]\nEpoch 0: |          | 11817/? [1:09:36<00:00,  2.83it/s]\nEpoch 0: |          | 11817/? [1:09:36<00:00,  2.83it/s]\nEpoch 0: |          | 11818/? [1:09:36<00:00,  2.83it/s]\nEpoch 0: |          | 11818/? [1:09:36<00:00,  2.83it/s]\nEpoch 0: |          | 11819/? [1:09:36<00:00,  2.83it/s]\nEpoch 0: |          | 11819/? [1:09:36<00:00,  2.83it/s]\nEpoch 0: |          | 11820/? [1:09:37<00:00,  2.83it/s]\nEpoch 0: |          | 11820/? [1:09:37<00:00,  2.83it/s]\nEpoch 0: |          | 11821/? [1:09:37<00:00,  2.83it/s]\nEpoch 0: |          | 11821/? [1:09:37<00:00,  2.83it/s]\nEpoch 0: |          | 11822/? [1:09:37<00:00,  2.83it/s]\nEpoch 0: |          | 11822/? [1:09:37<00:00,  2.83it/s]\nEpoch 0: |          | 11823/? [1:09:38<00:00,  2.83it/s]\nEpoch 0: |          | 11823/? [1:09:38<00:00,  2.83it/s]\nEpoch 0: |          | 11824/? [1:09:38<00:00,  2.83it/s]\nEpoch 0: |          | 11824/? [1:09:38<00:00,  2.83it/s]\nEpoch 0: |          | 11825/? [1:09:38<00:00,  2.83it/s]\nEpoch 0: |          | 11825/? [1:09:38<00:00,  2.83it/s]\nEpoch 0: |          | 11826/? [1:09:38<00:00,  2.83it/s]\nEpoch 0: |          | 11826/? [1:09:38<00:00,  2.83it/s]\nEpoch 0: |          | 11827/? [1:09:39<00:00,  2.83it/s]\nEpoch 0: |          | 11827/? [1:09:39<00:00,  2.83it/s]\nEpoch 0: |          | 11828/? [1:09:39<00:00,  2.83it/s]\nEpoch 0: |          | 11828/? [1:09:39<00:00,  2.83it/s]\nEpoch 0: |          | 11829/? [1:09:39<00:00,  2.83it/s]\nEpoch 0: |          | 11829/? [1:09:39<00:00,  2.83it/s]\nEpoch 0: |          | 11830/? [1:09:40<00:00,  2.83it/s]\nEpoch 0: |          | 11830/? [1:09:40<00:00,  2.83it/s]\nEpoch 0: |          | 11831/? [1:09:40<00:00,  2.83it/s]\nEpoch 0: |          | 11831/? [1:09:40<00:00,  2.83it/s]\nEpoch 0: |          | 11832/? [1:09:40<00:00,  2.83it/s]\nEpoch 0: |          | 11832/? [1:09:40<00:00,  2.83it/s]\nEpoch 0: |          | 11833/? [1:09:41<00:00,  2.83it/s]\nEpoch 0: |          | 11833/? [1:09:41<00:00,  2.83it/s]\nEpoch 0: |          | 11834/? [1:09:41<00:00,  2.83it/s]\nEpoch 0: |          | 11834/? [1:09:41<00:00,  2.83it/s]\nEpoch 0: |          | 11835/? [1:09:41<00:00,  2.83it/s]\nEpoch 0: |          | 11835/? [1:09:41<00:00,  2.83it/s]\nEpoch 0: |          | 11836/? [1:09:41<00:00,  2.83it/s]\nEpoch 0: |          | 11836/? [1:09:41<00:00,  2.83it/s]\nEpoch 0: |          | 11837/? [1:09:42<00:00,  2.83it/s]\nEpoch 0: |          | 11837/? [1:09:42<00:00,  2.83it/s]\nEpoch 0: |          | 11838/? [1:09:42<00:00,  2.83it/s]\nEpoch 0: |          | 11838/? [1:09:42<00:00,  2.83it/s]\nEpoch 0: |          | 11839/? [1:09:42<00:00,  2.83it/s]\nEpoch 0: |          | 11839/? [1:09:42<00:00,  2.83it/s]\nEpoch 0: |          | 11840/? [1:09:43<00:00,  2.83it/s]\nEpoch 0: |          | 11840/? [1:09:43<00:00,  2.83it/s]\nEpoch 0: |          | 11841/? [1:09:43<00:00,  2.83it/s]\nEpoch 0: |          | 11841/? [1:09:43<00:00,  2.83it/s]\nEpoch 0: |          | 11842/? [1:09:43<00:00,  2.83it/s]\nEpoch 0: |          | 11842/? [1:09:43<00:00,  2.83it/s]\nEpoch 0: |          | 11843/? [1:09:43<00:00,  2.83it/s]\nEpoch 0: |          | 11843/? [1:09:43<00:00,  2.83it/s]\nEpoch 0: |          | 11844/? [1:09:44<00:00,  2.83it/s]\nEpoch 0: |          | 11844/? [1:09:44<00:00,  2.83it/s]\nEpoch 0: |          | 11845/? [1:09:44<00:00,  2.83it/s]\nEpoch 0: |          | 11845/? [1:09:44<00:00,  2.83it/s]\nEpoch 0: |          | 11846/? [1:09:44<00:00,  2.83it/s]\nEpoch 0: |          | 11846/? [1:09:44<00:00,  2.83it/s]\nEpoch 0: |          | 11847/? [1:09:45<00:00,  2.83it/s]\nEpoch 0: |          | 11847/? [1:09:45<00:00,  2.83it/s]\nEpoch 0: |          | 11848/? [1:09:45<00:00,  2.83it/s]\nEpoch 0: |          | 11848/? [1:09:45<00:00,  2.83it/s]\nEpoch 0: |          | 11849/? [1:09:45<00:00,  2.83it/s]\nEpoch 0: |          | 11849/? [1:09:45<00:00,  2.83it/s]\nEpoch 0: |          | 11850/? [1:09:46<00:00,  2.83it/s]\nEpoch 0: |          | 11850/? [1:09:46<00:00,  2.83it/s]\nEpoch 0: |          | 11851/? [1:09:46<00:00,  2.83it/s]\nEpoch 0: |          | 11851/? [1:09:46<00:00,  2.83it/s]\nEpoch 0: |          | 11852/? [1:09:46<00:00,  2.83it/s]\nEpoch 0: |          | 11852/? [1:09:46<00:00,  2.83it/s]\nEpoch 0: |          | 11853/? [1:09:46<00:00,  2.83it/s]\nEpoch 0: |          | 11853/? [1:09:46<00:00,  2.83it/s]\nEpoch 0: |          | 11854/? [1:09:47<00:00,  2.83it/s]\nEpoch 0: |          | 11854/? [1:09:47<00:00,  2.83it/s]\nEpoch 0: |          | 11855/? [1:09:47<00:00,  2.83it/s]\nEpoch 0: |          | 11855/? [1:09:47<00:00,  2.83it/s]\nEpoch 0: |          | 11856/? [1:09:47<00:00,  2.83it/s]\nEpoch 0: |          | 11856/? [1:09:47<00:00,  2.83it/s]\nEpoch 0: |          | 11857/? [1:09:48<00:00,  2.83it/s]\nEpoch 0: |          | 11857/? [1:09:48<00:00,  2.83it/s]\nEpoch 0: |          | 11858/? [1:09:48<00:00,  2.83it/s]\nEpoch 0: |          | 11858/? [1:09:48<00:00,  2.83it/s]\nEpoch 0: |          | 11859/? [1:09:48<00:00,  2.83it/s]\nEpoch 0: |          | 11859/? [1:09:48<00:00,  2.83it/s]\nEpoch 0: |          | 11860/? [1:09:48<00:00,  2.83it/s]\nEpoch 0: |          | 11860/? [1:09:48<00:00,  2.83it/s]\nEpoch 0: |          | 11861/? [1:09:49<00:00,  2.83it/s]\nEpoch 0: |          | 11861/? [1:09:49<00:00,  2.83it/s]\nEpoch 0: |          | 11862/? [1:09:49<00:00,  2.83it/s]\nEpoch 0: |          | 11862/? [1:09:49<00:00,  2.83it/s]\nEpoch 0: |          | 11863/? [1:09:49<00:00,  2.83it/s]\nEpoch 0: |          | 11863/? [1:09:49<00:00,  2.83it/s]\nEpoch 0: |          | 11864/? [1:09:50<00:00,  2.83it/s]\nEpoch 0: |          | 11864/? [1:09:50<00:00,  2.83it/s]\nEpoch 0: |          | 11865/? [1:09:50<00:00,  2.83it/s]\nEpoch 0: |          | 11865/? [1:09:50<00:00,  2.83it/s]\nEpoch 0: |          | 11866/? [1:09:50<00:00,  2.83it/s]\nEpoch 0: |          | 11866/? [1:09:50<00:00,  2.83it/s]\nEpoch 0: |          | 11867/? [1:09:51<00:00,  2.83it/s]\nEpoch 0: |          | 11867/? [1:09:51<00:00,  2.83it/s]\nEpoch 0: |          | 11868/? [1:09:51<00:00,  2.83it/s]\nEpoch 0: |          | 11868/? [1:09:51<00:00,  2.83it/s]\nEpoch 0: |          | 11869/? [1:09:51<00:00,  2.83it/s]\nEpoch 0: |          | 11869/? [1:09:51<00:00,  2.83it/s]\nEpoch 0: |          | 11870/? [1:09:51<00:00,  2.83it/s]\nEpoch 0: |          | 11870/? [1:09:51<00:00,  2.83it/s]\nEpoch 0: |          | 11871/? [1:09:52<00:00,  2.83it/s]\nEpoch 0: |          | 11871/? [1:09:52<00:00,  2.83it/s]\nEpoch 0: |          | 11872/? [1:09:52<00:00,  2.83it/s]\nEpoch 0: |          | 11872/? [1:09:52<00:00,  2.83it/s]\nEpoch 0: |          | 11873/? [1:09:52<00:00,  2.83it/s]\nEpoch 0: |          | 11873/? [1:09:52<00:00,  2.83it/s]\nEpoch 0: |          | 11874/? [1:09:53<00:00,  2.83it/s]\nEpoch 0: |          | 11874/? [1:09:53<00:00,  2.83it/s]\nEpoch 0: |          | 11875/? [1:09:53<00:00,  2.83it/s]\nEpoch 0: |          | 11875/? [1:09:53<00:00,  2.83it/s]\nEpoch 0: |          | 11876/? [1:09:53<00:00,  2.83it/s]\nEpoch 0: |          | 11876/? [1:09:53<00:00,  2.83it/s]\nEpoch 0: |          | 11877/? [1:09:54<00:00,  2.83it/s]\nEpoch 0: |          | 11877/? [1:09:54<00:00,  2.83it/s]\nEpoch 0: |          | 11878/? [1:09:54<00:00,  2.83it/s]\nEpoch 0: |          | 11878/? [1:09:54<00:00,  2.83it/s]\nEpoch 0: |          | 11879/? [1:09:54<00:00,  2.83it/s]\nEpoch 0: |          | 11879/? [1:09:54<00:00,  2.83it/s]\nEpoch 0: |          | 11880/? [1:09:54<00:00,  2.83it/s]\nEpoch 0: |          | 11880/? [1:09:54<00:00,  2.83it/s]\nEpoch 0: |          | 11881/? [1:09:55<00:00,  2.83it/s]\nEpoch 0: |          | 11881/? [1:09:55<00:00,  2.83it/s]\nEpoch 0: |          | 11882/? [1:09:55<00:00,  2.83it/s]\nEpoch 0: |          | 11882/? [1:09:55<00:00,  2.83it/s]\nEpoch 0: |          | 11883/? [1:09:55<00:00,  2.83it/s]\nEpoch 0: |          | 11883/? [1:09:55<00:00,  2.83it/s]\nEpoch 0: |          | 11884/? [1:09:56<00:00,  2.83it/s]\nEpoch 0: |          | 11884/? [1:09:56<00:00,  2.83it/s]\nEpoch 0: |          | 11885/? [1:09:56<00:00,  2.83it/s]\nEpoch 0: |          | 11885/? [1:09:56<00:00,  2.83it/s]\nEpoch 0: |          | 11886/? [1:09:56<00:00,  2.83it/s]\nEpoch 0: |          | 11886/? [1:09:56<00:00,  2.83it/s]\nEpoch 0: |          | 11887/? [1:09:56<00:00,  2.83it/s]\nEpoch 0: |          | 11887/? [1:09:56<00:00,  2.83it/s]\nEpoch 0: |          | 11888/? [1:09:57<00:00,  2.83it/s]\nEpoch 0: |          | 11888/? [1:09:57<00:00,  2.83it/s]\nEpoch 0: |          | 11889/? [1:09:57<00:00,  2.83it/s]\nEpoch 0: |          | 11889/? [1:09:57<00:00,  2.83it/s]\nEpoch 0: |          | 11890/? [1:09:57<00:00,  2.83it/s]\nEpoch 0: |          | 11890/? [1:09:57<00:00,  2.83it/s]\nEpoch 0: |          | 11891/? [1:09:58<00:00,  2.83it/s]\nEpoch 0: |          | 11891/? [1:09:58<00:00,  2.83it/s]\nEpoch 0: |          | 11892/? [1:09:58<00:00,  2.83it/s]\nEpoch 0: |          | 11892/? [1:09:58<00:00,  2.83it/s]\nEpoch 0: |          | 11893/? [1:09:58<00:00,  2.83it/s]\nEpoch 0: |          | 11893/? [1:09:58<00:00,  2.83it/s]\nEpoch 0: |          | 11894/? [1:09:58<00:00,  2.83it/s]\nEpoch 0: |          | 11894/? [1:09:58<00:00,  2.83it/s]\nEpoch 0: |          | 11895/? [1:09:59<00:00,  2.83it/s]\nEpoch 0: |          | 11895/? [1:09:59<00:00,  2.83it/s]\nEpoch 0: |          | 11896/? [1:09:59<00:00,  2.83it/s]\nEpoch 0: |          | 11896/? [1:09:59<00:00,  2.83it/s]\nEpoch 0: |          | 11897/? [1:09:59<00:00,  2.83it/s]\nEpoch 0: |          | 11897/? [1:09:59<00:00,  2.83it/s]\nEpoch 0: |          | 11898/? [1:10:00<00:00,  2.83it/s]\nEpoch 0: |          | 11898/? [1:10:00<00:00,  2.83it/s]\nEpoch 0: |          | 11899/? [1:10:00<00:00,  2.83it/s]\nEpoch 0: |          | 11899/? [1:10:00<00:00,  2.83it/s]\nEpoch 0: |          | 11900/? [1:10:00<00:00,  2.83it/s]\nEpoch 0: |          | 11900/? [1:10:00<00:00,  2.83it/s]\nEpoch 0: |          | 11901/? [1:10:01<00:00,  2.83it/s]\nEpoch 0: |          | 11901/? [1:10:01<00:00,  2.83it/s]\nEpoch 0: |          | 11902/? [1:10:01<00:00,  2.83it/s]\nEpoch 0: |          | 11902/? [1:10:01<00:00,  2.83it/s]\nEpoch 0: |          | 11903/? [1:10:01<00:00,  2.83it/s]\nEpoch 0: |          | 11903/? [1:10:01<00:00,  2.83it/s]\nEpoch 0: |          | 11904/? [1:10:01<00:00,  2.83it/s]\nEpoch 0: |          | 11904/? [1:10:01<00:00,  2.83it/s]\nEpoch 0: |          | 11905/? [1:10:02<00:00,  2.83it/s]\nEpoch 0: |          | 11905/? [1:10:02<00:00,  2.83it/s]\nEpoch 0: |          | 11906/? [1:10:02<00:00,  2.83it/s]\nEpoch 0: |          | 11906/? [1:10:02<00:00,  2.83it/s]\nEpoch 0: |          | 11907/? [1:10:02<00:00,  2.83it/s]\nEpoch 0: |          | 11907/? [1:10:02<00:00,  2.83it/s]\nEpoch 0: |          | 11908/? [1:10:03<00:00,  2.83it/s]\nEpoch 0: |          | 11908/? [1:10:03<00:00,  2.83it/s]\nEpoch 0: |          | 11909/? [1:10:03<00:00,  2.83it/s]\nEpoch 0: |          | 11909/? [1:10:03<00:00,  2.83it/s]\nEpoch 0: |          | 11910/? [1:10:03<00:00,  2.83it/s]\nEpoch 0: |          | 11910/? [1:10:03<00:00,  2.83it/s]\nEpoch 0: |          | 11911/? [1:10:03<00:00,  2.83it/s]\nEpoch 0: |          | 11911/? [1:10:03<00:00,  2.83it/s]\nEpoch 0: |          | 11912/? [1:10:04<00:00,  2.83it/s]\nEpoch 0: |          | 11912/? [1:10:04<00:00,  2.83it/s]\nEpoch 0: |          | 11913/? [1:10:04<00:00,  2.83it/s]\nEpoch 0: |          | 11913/? [1:10:04<00:00,  2.83it/s]\nEpoch 0: |          | 11914/? [1:10:04<00:00,  2.83it/s]\nEpoch 0: |          | 11914/? [1:10:04<00:00,  2.83it/s]\nEpoch 0: |          | 11915/? [1:10:05<00:00,  2.83it/s]\nEpoch 0: |          | 11915/? [1:10:05<00:00,  2.83it/s]\nEpoch 0: |          | 11916/? [1:10:05<00:00,  2.83it/s]\nEpoch 0: |          | 11916/? [1:10:05<00:00,  2.83it/s]\nEpoch 0: |          | 11917/? [1:10:05<00:00,  2.83it/s]\nEpoch 0: |          | 11917/? [1:10:05<00:00,  2.83it/s]\nEpoch 0: |          | 11918/? [1:10:06<00:00,  2.83it/s]\nEpoch 0: |          | 11918/? [1:10:06<00:00,  2.83it/s]\nEpoch 0: |          | 11919/? [1:10:06<00:00,  2.83it/s]\nEpoch 0: |          | 11919/? [1:10:06<00:00,  2.83it/s]\nEpoch 0: |          | 11920/? [1:10:06<00:00,  2.83it/s]\nEpoch 0: |          | 11920/? [1:10:06<00:00,  2.83it/s]\nEpoch 0: |          | 11921/? [1:10:06<00:00,  2.83it/s]\nEpoch 0: |          | 11921/? [1:10:06<00:00,  2.83it/s]\nEpoch 0: |          | 11922/? [1:10:07<00:00,  2.83it/s]\nEpoch 0: |          | 11922/? [1:10:07<00:00,  2.83it/s]\nEpoch 0: |          | 11923/? [1:10:07<00:00,  2.83it/s]\nEpoch 0: |          | 11923/? [1:10:07<00:00,  2.83it/s]\nEpoch 0: |          | 11924/? [1:10:07<00:00,  2.83it/s]\nEpoch 0: |          | 11924/? [1:10:07<00:00,  2.83it/s]\nEpoch 0: |          | 11925/? [1:10:08<00:00,  2.83it/s]\nEpoch 0: |          | 11925/? [1:10:08<00:00,  2.83it/s]\nEpoch 0: |          | 11926/? [1:10:08<00:00,  2.83it/s]\nEpoch 0: |          | 11926/? [1:10:08<00:00,  2.83it/s]\nEpoch 0: |          | 11927/? [1:10:08<00:00,  2.83it/s]\nEpoch 0: |          | 11927/? [1:10:08<00:00,  2.83it/s]\nEpoch 0: |          | 11928/? [1:10:08<00:00,  2.83it/s]\nEpoch 0: |          | 11928/? [1:10:08<00:00,  2.83it/s]\nEpoch 0: |          | 11929/? [1:10:09<00:00,  2.83it/s]\nEpoch 0: |          | 11929/? [1:10:09<00:00,  2.83it/s]\nEpoch 0: |          | 11930/? [1:10:09<00:00,  2.83it/s]\nEpoch 0: |          | 11930/? [1:10:09<00:00,  2.83it/s]\nEpoch 0: |          | 11931/? [1:10:09<00:00,  2.83it/s]\nEpoch 0: |          | 11931/? [1:10:09<00:00,  2.83it/s]\nEpoch 0: |          | 11932/? [1:10:10<00:00,  2.83it/s]\nEpoch 0: |          | 11932/? [1:10:10<00:00,  2.83it/s]\nEpoch 0: |          | 11933/? [1:10:10<00:00,  2.83it/s]\nEpoch 0: |          | 11933/? [1:10:10<00:00,  2.83it/s]\nEpoch 0: |          | 11934/? [1:10:10<00:00,  2.83it/s]\nEpoch 0: |          | 11934/? [1:10:10<00:00,  2.83it/s]\nEpoch 0: |          | 11935/? [1:10:11<00:00,  2.83it/s]\nEpoch 0: |          | 11935/? [1:10:11<00:00,  2.83it/s]\nEpoch 0: |          | 11936/? [1:10:11<00:00,  2.83it/s]\nEpoch 0: |          | 11936/? [1:10:11<00:00,  2.83it/s]\nEpoch 0: |          | 11937/? [1:10:11<00:00,  2.83it/s]\nEpoch 0: |          | 11937/? [1:10:11<00:00,  2.83it/s]\nEpoch 0: |          | 11938/? [1:10:11<00:00,  2.83it/s]\nEpoch 0: |          | 11938/? [1:10:11<00:00,  2.83it/s]\nEpoch 0: |          | 11939/? [1:10:12<00:00,  2.83it/s]\nEpoch 0: |          | 11939/? [1:10:12<00:00,  2.83it/s]\nEpoch 0: |          | 11940/? [1:10:12<00:00,  2.83it/s]\nEpoch 0: |          | 11940/? [1:10:12<00:00,  2.83it/s]\nEpoch 0: |          | 11941/? [1:10:12<00:00,  2.83it/s]\nEpoch 0: |          | 11941/? [1:10:12<00:00,  2.83it/s]\nEpoch 0: |          | 11942/? [1:10:13<00:00,  2.83it/s]\nEpoch 0: |          | 11942/? [1:10:13<00:00,  2.83it/s]\nEpoch 0: |          | 11943/? [1:10:13<00:00,  2.83it/s]\nEpoch 0: |          | 11943/? [1:10:13<00:00,  2.83it/s]\nEpoch 0: |          | 11944/? [1:10:13<00:00,  2.83it/s]\nEpoch 0: |          | 11944/? [1:10:13<00:00,  2.83it/s]\nEpoch 0: |          | 11945/? [1:10:13<00:00,  2.83it/s]\nEpoch 0: |          | 11945/? [1:10:13<00:00,  2.83it/s]\nEpoch 0: |          | 11946/? [1:10:14<00:00,  2.83it/s]\nEpoch 0: |          | 11946/? [1:10:14<00:00,  2.83it/s]\nEpoch 0: |          | 11947/? [1:10:14<00:00,  2.83it/s]\nEpoch 0: |          | 11947/? [1:10:14<00:00,  2.83it/s]\nEpoch 0: |          | 11948/? [1:10:14<00:00,  2.83it/s]\nEpoch 0: |          | 11948/? [1:10:14<00:00,  2.83it/s]\nEpoch 0: |          | 11949/? [1:10:15<00:00,  2.83it/s]\nEpoch 0: |          | 11949/? [1:10:15<00:00,  2.83it/s]\nEpoch 0: |          | 11950/? [1:10:15<00:00,  2.83it/s]\nEpoch 0: |          | 11950/? [1:10:15<00:00,  2.83it/s]\nEpoch 0: |          | 11951/? [1:10:15<00:00,  2.83it/s]\nEpoch 0: |          | 11951/? [1:10:15<00:00,  2.83it/s]\nEpoch 0: |          | 11952/? [1:10:15<00:00,  2.83it/s]\nEpoch 0: |          | 11952/? [1:10:15<00:00,  2.83it/s]\nEpoch 0: |          | 11953/? [1:10:16<00:00,  2.83it/s]\nEpoch 0: |          | 11953/? [1:10:16<00:00,  2.83it/s]\nEpoch 0: |          | 11954/? [1:10:16<00:00,  2.83it/s]\nEpoch 0: |          | 11954/? [1:10:16<00:00,  2.83it/s]\nEpoch 0: |          | 11955/? [1:10:16<00:00,  2.84it/s]\nEpoch 0: |          | 11955/? [1:10:16<00:00,  2.84it/s]\nEpoch 0: |          | 11956/? [1:10:17<00:00,  2.84it/s]\nEpoch 0: |          | 11956/? [1:10:17<00:00,  2.84it/s]\nEpoch 0: |          | 11957/? [1:10:17<00:00,  2.84it/s]\nEpoch 0: |          | 11957/? [1:10:17<00:00,  2.84it/s]\nEpoch 0: |          | 11958/? [1:10:17<00:00,  2.84it/s]\nEpoch 0: |          | 11958/? [1:10:17<00:00,  2.84it/s]\nEpoch 0: |          | 11959/? [1:10:18<00:00,  2.84it/s]\nEpoch 0: |          | 11959/? [1:10:18<00:00,  2.84it/s]\nEpoch 0: |          | 11960/? [1:10:18<00:00,  2.84it/s]\nEpoch 0: |          | 11960/? [1:10:18<00:00,  2.84it/s]\nEpoch 0: |          | 11961/? [1:10:18<00:00,  2.84it/s]\nEpoch 0: |          | 11961/? [1:10:18<00:00,  2.84it/s]\nEpoch 0: |          | 11962/? [1:10:18<00:00,  2.84it/s]\nEpoch 0: |          | 11962/? [1:10:18<00:00,  2.84it/s]\nEpoch 0: |          | 11963/? [1:10:19<00:00,  2.84it/s]\nEpoch 0: |          | 11963/? [1:10:19<00:00,  2.84it/s]\nEpoch 0: |          | 11964/? [1:10:19<00:00,  2.84it/s]\nEpoch 0: |          | 11964/? [1:10:19<00:00,  2.84it/s]\nEpoch 0: |          | 11965/? [1:10:19<00:00,  2.84it/s]\nEpoch 0: |          | 11965/? [1:10:19<00:00,  2.84it/s]\nEpoch 0: |          | 11966/? [1:10:20<00:00,  2.84it/s]\nEpoch 0: |          | 11966/? [1:10:20<00:00,  2.84it/s]\nEpoch 0: |          | 11967/? [1:10:20<00:00,  2.84it/s]\nEpoch 0: |          | 11967/? [1:10:20<00:00,  2.84it/s]\nEpoch 0: |          | 11968/? [1:10:20<00:00,  2.84it/s]\nEpoch 0: |          | 11968/? [1:10:20<00:00,  2.84it/s]\nEpoch 0: |          | 11969/? [1:10:20<00:00,  2.84it/s]\nEpoch 0: |          | 11969/? [1:10:20<00:00,  2.84it/s]\nEpoch 0: |          | 11970/? [1:10:21<00:00,  2.84it/s]\nEpoch 0: |          | 11970/? [1:10:21<00:00,  2.84it/s]\nEpoch 0: |          | 11971/? [1:10:21<00:00,  2.84it/s]\nEpoch 0: |          | 11971/? [1:10:21<00:00,  2.84it/s]\nEpoch 0: |          | 11972/? [1:10:21<00:00,  2.84it/s]\nEpoch 0: |          | 11972/? [1:10:21<00:00,  2.84it/s]\nEpoch 0: |          | 11973/? [1:10:22<00:00,  2.84it/s]\nEpoch 0: |          | 11973/? [1:10:22<00:00,  2.84it/s]\nEpoch 0: |          | 11974/? [1:10:22<00:00,  2.84it/s]\nEpoch 0: |          | 11974/? [1:10:22<00:00,  2.84it/s]\nEpoch 0: |          | 11975/? [1:10:22<00:00,  2.84it/s]\nEpoch 0: |          | 11975/? [1:10:22<00:00,  2.84it/s]\nEpoch 0: |          | 11976/? [1:10:23<00:00,  2.84it/s]\nEpoch 0: |          | 11976/? [1:10:23<00:00,  2.84it/s]\nEpoch 0: |          | 11977/? [1:10:23<00:00,  2.84it/s]\nEpoch 0: |          | 11977/? [1:10:23<00:00,  2.84it/s]\nEpoch 0: |          | 11978/? [1:10:23<00:00,  2.84it/s]\nEpoch 0: |          | 11978/? [1:10:23<00:00,  2.84it/s]\nEpoch 0: |          | 11979/? [1:10:23<00:00,  2.84it/s]\nEpoch 0: |          | 11979/? [1:10:23<00:00,  2.84it/s]\nEpoch 0: |          | 11980/? [1:10:24<00:00,  2.84it/s]\nEpoch 0: |          | 11980/? [1:10:24<00:00,  2.84it/s]\nEpoch 0: |          | 11981/? [1:10:24<00:00,  2.84it/s]\nEpoch 0: |          | 11981/? [1:10:24<00:00,  2.84it/s]\nEpoch 0: |          | 11982/? [1:10:24<00:00,  2.84it/s]\nEpoch 0: |          | 11982/? [1:10:24<00:00,  2.84it/s]\nEpoch 0: |          | 11983/? [1:10:25<00:00,  2.84it/s]\nEpoch 0: |          | 11983/? [1:10:25<00:00,  2.84it/s]\nEpoch 0: |          | 11984/? [1:10:25<00:00,  2.84it/s]\nEpoch 0: |          | 11984/? [1:10:25<00:00,  2.84it/s]\nEpoch 0: |          | 11985/? [1:10:25<00:00,  2.84it/s]\nEpoch 0: |          | 11985/? [1:10:25<00:00,  2.84it/s]\nEpoch 0: |          | 11986/? [1:10:25<00:00,  2.84it/s]\nEpoch 0: |          | 11986/? [1:10:25<00:00,  2.84it/s]\nEpoch 0: |          | 11987/? [1:10:26<00:00,  2.84it/s]\nEpoch 0: |          | 11987/? [1:10:26<00:00,  2.84it/s]\nEpoch 0: |          | 11988/? [1:10:26<00:00,  2.84it/s]\nEpoch 0: |          | 11988/? [1:10:26<00:00,  2.84it/s]\nEpoch 0: |          | 11989/? [1:10:26<00:00,  2.84it/s]\nEpoch 0: |          | 11989/? [1:10:26<00:00,  2.84it/s]\nEpoch 0: |          | 11990/? [1:10:27<00:00,  2.84it/s]\nEpoch 0: |          | 11990/? [1:10:27<00:00,  2.84it/s]\nEpoch 0: |          | 11991/? [1:10:27<00:00,  2.84it/s]\nEpoch 0: |          | 11991/? [1:10:27<00:00,  2.84it/s]\nEpoch 0: |          | 11992/? [1:10:27<00:00,  2.84it/s]\nEpoch 0: |          | 11992/? [1:10:27<00:00,  2.84it/s]\nEpoch 0: |          | 11993/? [1:10:28<00:00,  2.84it/s]\nEpoch 0: |          | 11993/? [1:10:28<00:00,  2.84it/s]\nEpoch 0: |          | 11994/? [1:10:28<00:00,  2.84it/s]\nEpoch 0: |          | 11994/? [1:10:28<00:00,  2.84it/s]\nEpoch 0: |          | 11995/? [1:10:28<00:00,  2.84it/s]\nEpoch 0: |          | 11995/? [1:10:28<00:00,  2.84it/s]\nEpoch 0: |          | 11996/? [1:10:28<00:00,  2.84it/s]\nEpoch 0: |          | 11996/? [1:10:28<00:00,  2.84it/s]\nEpoch 0: |          | 11997/? [1:10:29<00:00,  2.84it/s]\nEpoch 0: |          | 11997/? [1:10:29<00:00,  2.84it/s]\nEpoch 0: |          | 11998/? [1:10:29<00:00,  2.84it/s]\nEpoch 0: |          | 11998/? [1:10:29<00:00,  2.84it/s]\nEpoch 0: |          | 11999/? [1:10:29<00:00,  2.84it/s]\nEpoch 0: |          | 11999/? [1:10:29<00:00,  2.84it/s]\nEpoch 0: |          | 12000/? [1:10:30<00:00,  2.84it/s]\nEpoch 0: |          | 12000/? [1:10:30<00:00,  2.84it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.56it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 16.72it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 16.51it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 16.75it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 12000/? [1:10:30<00:00,  2.84it/s]\nEpoch 0: |          | 12001/? [1:10:30<00:00,  2.84it/s]\nEpoch 0: |          | 12001/? [1:10:30<00:00,  2.84it/s]\nEpoch 0: |          | 12002/? [1:10:30<00:00,  2.84it/s]\nEpoch 0: |          | 12002/? [1:10:30<00:00,  2.84it/s]\nEpoch 0: |          | 12003/? [1:10:31<00:00,  2.84it/s]\nEpoch 0: |          | 12003/? [1:10:31<00:00,  2.84it/s]\nEpoch 0: |          | 12004/? [1:10:31<00:00,  2.84it/s]\nEpoch 0: |          | 12004/? [1:10:31<00:00,  2.84it/s]\nEpoch 0: |          | 12005/? [1:10:31<00:00,  2.84it/s]\nEpoch 0: |          | 12005/? [1:10:31<00:00,  2.84it/s]\nEpoch 0: |          | 12006/? [1:10:32<00:00,  2.84it/s]\nEpoch 0: |          | 12006/? [1:10:32<00:00,  2.84it/s]\nEpoch 0: |          | 12007/? [1:10:32<00:00,  2.84it/s]\nEpoch 0: |          | 12007/? [1:10:32<00:00,  2.84it/s]\nEpoch 0: |          | 12008/? [1:10:32<00:00,  2.84it/s]\nEpoch 0: |          | 12008/? [1:10:32<00:00,  2.84it/s]\nEpoch 0: |          | 12009/? [1:10:32<00:00,  2.84it/s]\nEpoch 0: |          | 12009/? [1:10:32<00:00,  2.84it/s]\nEpoch 0: |          | 12010/? [1:10:33<00:00,  2.84it/s]\nEpoch 0: |          | 12010/? [1:10:33<00:00,  2.84it/s]\nEpoch 0: |          | 12011/? [1:10:33<00:00,  2.84it/s]\nEpoch 0: |          | 12011/? [1:10:33<00:00,  2.84it/s]\nEpoch 0: |          | 12012/? [1:10:33<00:00,  2.84it/s]\nEpoch 0: |          | 12012/? [1:10:33<00:00,  2.84it/s]\nEpoch 0: |          | 12013/? [1:10:34<00:00,  2.84it/s]\nEpoch 0: |          | 12013/? [1:10:34<00:00,  2.84it/s]\nEpoch 0: |          | 12014/? [1:10:34<00:00,  2.84it/s]\nEpoch 0: |          | 12014/? [1:10:34<00:00,  2.84it/s]\nEpoch 0: |          | 12015/? [1:10:34<00:00,  2.84it/s]\nEpoch 0: |          | 12015/? [1:10:34<00:00,  2.84it/s]\nEpoch 0: |          | 12016/? [1:10:35<00:00,  2.84it/s]\nEpoch 0: |          | 12016/? [1:10:35<00:00,  2.84it/s]\nEpoch 0: |          | 12017/? [1:10:35<00:00,  2.84it/s]\nEpoch 0: |          | 12017/? [1:10:35<00:00,  2.84it/s]\nEpoch 0: |          | 12018/? [1:10:35<00:00,  2.84it/s]\nEpoch 0: |          | 12018/? [1:10:35<00:00,  2.84it/s]\nEpoch 0: |          | 12019/? [1:10:35<00:00,  2.84it/s]\nEpoch 0: |          | 12019/? [1:10:35<00:00,  2.84it/s]\nEpoch 0: |          | 12020/? [1:10:36<00:00,  2.84it/s]\nEpoch 0: |          | 12020/? [1:10:36<00:00,  2.84it/s]\nEpoch 0: |          | 12021/? [1:10:36<00:00,  2.84it/s]\nEpoch 0: |          | 12021/? [1:10:36<00:00,  2.84it/s]\nEpoch 0: |          | 12022/? [1:10:36<00:00,  2.84it/s]\nEpoch 0: |          | 12022/? [1:10:36<00:00,  2.84it/s]\nEpoch 0: |          | 12023/? [1:10:37<00:00,  2.84it/s]\nEpoch 0: |          | 12023/? [1:10:37<00:00,  2.84it/s]\nEpoch 0: |          | 12024/? [1:10:37<00:00,  2.84it/s]\nEpoch 0: |          | 12024/? [1:10:37<00:00,  2.84it/s]\nEpoch 0: |          | 12025/? [1:10:37<00:00,  2.84it/s]\nEpoch 0: |          | 12025/? [1:10:37<00:00,  2.84it/s]\nEpoch 0: |          | 12026/? [1:10:37<00:00,  2.84it/s]\nEpoch 0: |          | 12026/? [1:10:37<00:00,  2.84it/s]\nEpoch 0: |          | 12027/? [1:10:38<00:00,  2.84it/s]\nEpoch 0: |          | 12027/? [1:10:38<00:00,  2.84it/s]\nEpoch 0: |          | 12028/? [1:10:38<00:00,  2.84it/s]\nEpoch 0: |          | 12028/? [1:10:38<00:00,  2.84it/s]\nEpoch 0: |          | 12029/? [1:10:38<00:00,  2.84it/s]\nEpoch 0: |          | 12029/? [1:10:38<00:00,  2.84it/s]\nEpoch 0: |          | 12030/? [1:10:39<00:00,  2.84it/s]\nEpoch 0: |          | 12030/? [1:10:39<00:00,  2.84it/s]\nEpoch 0: |          | 12031/? [1:10:39<00:00,  2.84it/s]\nEpoch 0: |          | 12031/? [1:10:39<00:00,  2.84it/s]\nEpoch 0: |          | 12032/? [1:10:39<00:00,  2.84it/s]\nEpoch 0: |          | 12032/? [1:10:39<00:00,  2.84it/s]\nEpoch 0: |          | 12033/? [1:10:40<00:00,  2.84it/s]\nEpoch 0: |          | 12033/? [1:10:40<00:00,  2.84it/s]\nEpoch 0: |          | 12034/? [1:10:40<00:00,  2.84it/s]\nEpoch 0: |          | 12034/? [1:10:40<00:00,  2.84it/s]\nEpoch 0: |          | 12035/? [1:10:40<00:00,  2.84it/s]\nEpoch 0: |          | 12035/? [1:10:40<00:00,  2.84it/s]\nEpoch 0: |          | 12036/? [1:10:40<00:00,  2.84it/s]\nEpoch 0: |          | 12036/? [1:10:40<00:00,  2.84it/s]\nEpoch 0: |          | 12037/? [1:10:41<00:00,  2.84it/s]\nEpoch 0: |          | 12037/? [1:10:41<00:00,  2.84it/s]\nEpoch 0: |          | 12038/? [1:10:41<00:00,  2.84it/s]\nEpoch 0: |          | 12038/? [1:10:41<00:00,  2.84it/s]\nEpoch 0: |          | 12039/? [1:10:41<00:00,  2.84it/s]\nEpoch 0: |          | 12039/? [1:10:41<00:00,  2.84it/s]\nEpoch 0: |          | 12040/? [1:10:42<00:00,  2.84it/s]\nEpoch 0: |          | 12040/? [1:10:42<00:00,  2.84it/s]\nEpoch 0: |          | 12041/? [1:10:42<00:00,  2.84it/s]\nEpoch 0: |          | 12041/? [1:10:42<00:00,  2.84it/s]\nEpoch 0: |          | 12042/? [1:10:42<00:00,  2.84it/s]\nEpoch 0: |          | 12042/? [1:10:42<00:00,  2.84it/s]\nEpoch 0: |          | 12043/? [1:10:42<00:00,  2.84it/s]\nEpoch 0: |          | 12043/? [1:10:42<00:00,  2.84it/s]\nEpoch 0: |          | 12044/? [1:10:43<00:00,  2.84it/s]\nEpoch 0: |          | 12044/? [1:10:43<00:00,  2.84it/s]\nEpoch 0: |          | 12045/? [1:10:43<00:00,  2.84it/s]\nEpoch 0: |          | 12045/? [1:10:43<00:00,  2.84it/s]\nEpoch 0: |          | 12046/? [1:10:43<00:00,  2.84it/s]\nEpoch 0: |          | 12046/? [1:10:43<00:00,  2.84it/s]\nEpoch 0: |          | 12047/? [1:10:44<00:00,  2.84it/s]\nEpoch 0: |          | 12047/? [1:10:44<00:00,  2.84it/s]\nEpoch 0: |          | 12048/? [1:10:44<00:00,  2.84it/s]\nEpoch 0: |          | 12048/? [1:10:44<00:00,  2.84it/s]\nEpoch 0: |          | 12049/? [1:10:44<00:00,  2.84it/s]\nEpoch 0: |          | 12049/? [1:10:44<00:00,  2.84it/s]\nEpoch 0: |          | 12050/? [1:10:45<00:00,  2.84it/s]\nEpoch 0: |          | 12050/? [1:10:45<00:00,  2.84it/s]\nEpoch 0: |          | 12051/? [1:10:45<00:00,  2.84it/s]\nEpoch 0: |          | 12051/? [1:10:45<00:00,  2.84it/s]\nEpoch 0: |          | 12052/? [1:10:45<00:00,  2.84it/s]\nEpoch 0: |          | 12052/? [1:10:45<00:00,  2.84it/s]\nEpoch 0: |          | 12053/? [1:10:45<00:00,  2.84it/s]\nEpoch 0: |          | 12053/? [1:10:45<00:00,  2.84it/s]\nEpoch 0: |          | 12054/? [1:10:46<00:00,  2.84it/s]\nEpoch 0: |          | 12054/? [1:10:46<00:00,  2.84it/s]\nEpoch 0: |          | 12055/? [1:10:46<00:00,  2.84it/s]\nEpoch 0: |          | 12055/? [1:10:46<00:00,  2.84it/s]\nEpoch 0: |          | 12056/? [1:10:46<00:00,  2.84it/s]\nEpoch 0: |          | 12056/? [1:10:46<00:00,  2.84it/s]\nEpoch 0: |          | 12057/? [1:10:47<00:00,  2.84it/s]\nEpoch 0: |          | 12057/? [1:10:47<00:00,  2.84it/s]\nEpoch 0: |          | 12058/? [1:10:47<00:00,  2.84it/s]\nEpoch 0: |          | 12058/? [1:10:47<00:00,  2.84it/s]\nEpoch 0: |          | 12059/? [1:10:47<00:00,  2.84it/s]\nEpoch 0: |          | 12059/? [1:10:47<00:00,  2.84it/s]\nEpoch 0: |          | 12060/? [1:10:47<00:00,  2.84it/s]\nEpoch 0: |          | 12060/? [1:10:47<00:00,  2.84it/s]\nEpoch 0: |          | 12061/? [1:10:48<00:00,  2.84it/s]\nEpoch 0: |          | 12061/? [1:10:48<00:00,  2.84it/s]\nEpoch 0: |          | 12062/? [1:10:48<00:00,  2.84it/s]\nEpoch 0: |          | 12062/? [1:10:48<00:00,  2.84it/s]\nEpoch 0: |          | 12063/? [1:10:48<00:00,  2.84it/s]\nEpoch 0: |          | 12063/? [1:10:48<00:00,  2.84it/s]\nEpoch 0: |          | 12064/? [1:10:49<00:00,  2.84it/s]\nEpoch 0: |          | 12064/? [1:10:49<00:00,  2.84it/s]\nEpoch 0: |          | 12065/? [1:10:49<00:00,  2.84it/s]\nEpoch 0: |          | 12065/? [1:10:49<00:00,  2.84it/s]\nEpoch 0: |          | 12066/? [1:10:49<00:00,  2.84it/s]\nEpoch 0: |          | 12066/? [1:10:49<00:00,  2.84it/s]\nEpoch 0: |          | 12067/? [1:10:50<00:00,  2.84it/s]\nEpoch 0: |          | 12067/? [1:10:50<00:00,  2.84it/s]\nEpoch 0: |          | 12068/? [1:10:50<00:00,  2.84it/s]\nEpoch 0: |          | 12068/? [1:10:50<00:00,  2.84it/s]\nEpoch 0: |          | 12069/? [1:10:50<00:00,  2.84it/s]\nEpoch 0: |          | 12069/? [1:10:50<00:00,  2.84it/s]\nEpoch 0: |          | 12070/? [1:10:50<00:00,  2.84it/s]\nEpoch 0: |          | 12070/? [1:10:50<00:00,  2.84it/s]\nEpoch 0: |          | 12071/? [1:10:51<00:00,  2.84it/s]\nEpoch 0: |          | 12071/? [1:10:51<00:00,  2.84it/s]\nEpoch 0: |          | 12072/? [1:10:51<00:00,  2.84it/s]\nEpoch 0: |          | 12072/? [1:10:51<00:00,  2.84it/s]\nEpoch 0: |          | 12073/? [1:10:51<00:00,  2.84it/s]\nEpoch 0: |          | 12073/? [1:10:51<00:00,  2.84it/s]\nEpoch 0: |          | 12074/? [1:10:52<00:00,  2.84it/s]\nEpoch 0: |          | 12074/? [1:10:52<00:00,  2.84it/s]\nEpoch 0: |          | 12075/? [1:10:52<00:00,  2.84it/s]\nEpoch 0: |          | 12075/? [1:10:52<00:00,  2.84it/s]\nEpoch 0: |          | 12076/? [1:10:52<00:00,  2.84it/s]\nEpoch 0: |          | 12076/? [1:10:52<00:00,  2.84it/s]\nEpoch 0: |          | 12077/? [1:10:52<00:00,  2.84it/s]\nEpoch 0: |          | 12077/? [1:10:52<00:00,  2.84it/s]\nEpoch 0: |          | 12078/? [1:10:53<00:00,  2.84it/s]\nEpoch 0: |          | 12078/? [1:10:53<00:00,  2.84it/s]\nEpoch 0: |          | 12079/? [1:10:53<00:00,  2.84it/s]\nEpoch 0: |          | 12079/? [1:10:53<00:00,  2.84it/s]\nEpoch 0: |          | 12080/? [1:10:53<00:00,  2.84it/s]\nEpoch 0: |          | 12080/? [1:10:53<00:00,  2.84it/s]\nEpoch 0: |          | 12081/? [1:10:54<00:00,  2.84it/s]\nEpoch 0: |          | 12081/? [1:10:54<00:00,  2.84it/s]\nEpoch 0: |          | 12082/? [1:10:54<00:00,  2.84it/s]\nEpoch 0: |          | 12082/? [1:10:54<00:00,  2.84it/s]\nEpoch 0: |          | 12083/? [1:10:54<00:00,  2.84it/s]\nEpoch 0: |          | 12083/? [1:10:54<00:00,  2.84it/s]\nEpoch 0: |          | 12084/? [1:10:54<00:00,  2.84it/s]\nEpoch 0: |          | 12084/? [1:10:54<00:00,  2.84it/s]\nEpoch 0: |          | 12085/? [1:10:55<00:00,  2.84it/s]\nEpoch 0: |          | 12085/? [1:10:55<00:00,  2.84it/s]\nEpoch 0: |          | 12086/? [1:10:55<00:00,  2.84it/s]\nEpoch 0: |          | 12086/? [1:10:55<00:00,  2.84it/s]\nEpoch 0: |          | 12087/? [1:10:55<00:00,  2.84it/s]\nEpoch 0: |          | 12087/? [1:10:55<00:00,  2.84it/s]\nEpoch 0: |          | 12088/? [1:10:56<00:00,  2.84it/s]\nEpoch 0: |          | 12088/? [1:10:56<00:00,  2.84it/s]\nEpoch 0: |          | 12089/? [1:10:56<00:00,  2.84it/s]\nEpoch 0: |          | 12089/? [1:10:56<00:00,  2.84it/s]\nEpoch 0: |          | 12090/? [1:10:56<00:00,  2.84it/s]\nEpoch 0: |          | 12090/? [1:10:56<00:00,  2.84it/s]\nEpoch 0: |          | 12091/? [1:10:57<00:00,  2.84it/s]\nEpoch 0: |          | 12091/? [1:10:57<00:00,  2.84it/s]\nEpoch 0: |          | 12092/? [1:10:57<00:00,  2.84it/s]\nEpoch 0: |          | 12092/? [1:10:57<00:00,  2.84it/s]\nEpoch 0: |          | 12093/? [1:10:57<00:00,  2.84it/s]\nEpoch 0: |          | 12093/? [1:10:57<00:00,  2.84it/s]\nEpoch 0: |          | 12094/? [1:10:57<00:00,  2.84it/s]\nEpoch 0: |          | 12094/? [1:10:57<00:00,  2.84it/s]\nEpoch 0: |          | 12095/? [1:10:58<00:00,  2.84it/s]\nEpoch 0: |          | 12095/? [1:10:58<00:00,  2.84it/s]\nEpoch 0: |          | 12096/? [1:10:58<00:00,  2.84it/s]\nEpoch 0: |          | 12096/? [1:10:58<00:00,  2.84it/s]\nEpoch 0: |          | 12097/? [1:10:58<00:00,  2.84it/s]\nEpoch 0: |          | 12097/? [1:10:58<00:00,  2.84it/s]\nEpoch 0: |          | 12098/? [1:10:59<00:00,  2.84it/s]\nEpoch 0: |          | 12098/? [1:10:59<00:00,  2.84it/s]\nEpoch 0: |          | 12099/? [1:10:59<00:00,  2.84it/s]\nEpoch 0: |          | 12099/? [1:10:59<00:00,  2.84it/s]\nEpoch 0: |          | 12100/? [1:10:59<00:00,  2.84it/s]\nEpoch 0: |          | 12100/? [1:10:59<00:00,  2.84it/s]\nEpoch 0: |          | 12101/? [1:10:59<00:00,  2.84it/s]\nEpoch 0: |          | 12101/? [1:10:59<00:00,  2.84it/s]\nEpoch 0: |          | 12102/? [1:11:00<00:00,  2.84it/s]\nEpoch 0: |          | 12102/? [1:11:00<00:00,  2.84it/s]\nEpoch 0: |          | 12103/? [1:11:00<00:00,  2.84it/s]\nEpoch 0: |          | 12103/? [1:11:00<00:00,  2.84it/s]\nEpoch 0: |          | 12104/? [1:11:00<00:00,  2.84it/s]\nEpoch 0: |          | 12104/? [1:11:00<00:00,  2.84it/s]\nEpoch 0: |          | 12105/? [1:11:01<00:00,  2.84it/s]\nEpoch 0: |          | 12105/? [1:11:01<00:00,  2.84it/s]\nEpoch 0: |          | 12106/? [1:11:01<00:00,  2.84it/s]\nEpoch 0: |          | 12106/? [1:11:01<00:00,  2.84it/s]\nEpoch 0: |          | 12107/? [1:11:01<00:00,  2.84it/s]\nEpoch 0: |          | 12107/? [1:11:01<00:00,  2.84it/s]\nEpoch 0: |          | 12108/? [1:11:02<00:00,  2.84it/s]\nEpoch 0: |          | 12108/? [1:11:02<00:00,  2.84it/s]\nEpoch 0: |          | 12109/? [1:11:02<00:00,  2.84it/s]\nEpoch 0: |          | 12109/? [1:11:02<00:00,  2.84it/s]\nEpoch 0: |          | 12110/? [1:11:02<00:00,  2.84it/s]\nEpoch 0: |          | 12110/? [1:11:02<00:00,  2.84it/s]\nEpoch 0: |          | 12111/? [1:11:02<00:00,  2.84it/s]\nEpoch 0: |          | 12111/? [1:11:02<00:00,  2.84it/s]\nEpoch 0: |          | 12112/? [1:11:03<00:00,  2.84it/s]\nEpoch 0: |          | 12112/? [1:11:03<00:00,  2.84it/s]\nEpoch 0: |          | 12113/? [1:11:03<00:00,  2.84it/s]\nEpoch 0: |          | 12113/? [1:11:03<00:00,  2.84it/s]\nEpoch 0: |          | 12114/? [1:11:03<00:00,  2.84it/s]\nEpoch 0: |          | 12114/? [1:11:03<00:00,  2.84it/s]\nEpoch 0: |          | 12115/? [1:11:04<00:00,  2.84it/s]\nEpoch 0: |          | 12115/? [1:11:04<00:00,  2.84it/s]\nEpoch 0: |          | 12116/? [1:11:04<00:00,  2.84it/s]\nEpoch 0: |          | 12116/? [1:11:04<00:00,  2.84it/s]\nEpoch 0: |          | 12117/? [1:11:04<00:00,  2.84it/s]\nEpoch 0: |          | 12117/? [1:11:04<00:00,  2.84it/s]\nEpoch 0: |          | 12118/? [1:11:04<00:00,  2.84it/s]\nEpoch 0: |          | 12118/? [1:11:04<00:00,  2.84it/s]\nEpoch 0: |          | 12119/? [1:11:05<00:00,  2.84it/s]\nEpoch 0: |          | 12119/? [1:11:05<00:00,  2.84it/s]\nEpoch 0: |          | 12120/? [1:11:05<00:00,  2.84it/s]\nEpoch 0: |          | 12120/? [1:11:05<00:00,  2.84it/s]\nEpoch 0: |          | 12121/? [1:11:05<00:00,  2.84it/s]\nEpoch 0: |          | 12121/? [1:11:05<00:00,  2.84it/s]\nEpoch 0: |          | 12122/? [1:11:06<00:00,  2.84it/s]\nEpoch 0: |          | 12122/? [1:11:06<00:00,  2.84it/s]\nEpoch 0: |          | 12123/? [1:11:06<00:00,  2.84it/s]\nEpoch 0: |          | 12123/? [1:11:06<00:00,  2.84it/s]\nEpoch 0: |          | 12124/? [1:11:06<00:00,  2.84it/s]\nEpoch 0: |          | 12124/? [1:11:06<00:00,  2.84it/s]\nEpoch 0: |          | 12125/? [1:11:07<00:00,  2.84it/s]\nEpoch 0: |          | 12125/? [1:11:07<00:00,  2.84it/s]\nEpoch 0: |          | 12126/? [1:11:07<00:00,  2.84it/s]\nEpoch 0: |          | 12126/? [1:11:07<00:00,  2.84it/s]\nEpoch 0: |          | 12127/? [1:11:07<00:00,  2.84it/s]\nEpoch 0: |          | 12127/? [1:11:07<00:00,  2.84it/s]\nEpoch 0: |          | 12128/? [1:11:07<00:00,  2.84it/s]\nEpoch 0: |          | 12128/? [1:11:07<00:00,  2.84it/s]\nEpoch 0: |          | 12129/? [1:11:08<00:00,  2.84it/s]\nEpoch 0: |          | 12129/? [1:11:08<00:00,  2.84it/s]\nEpoch 0: |          | 12130/? [1:11:08<00:00,  2.84it/s]\nEpoch 0: |          | 12130/? [1:11:08<00:00,  2.84it/s]\nEpoch 0: |          | 12131/? [1:11:08<00:00,  2.84it/s]\nEpoch 0: |          | 12131/? [1:11:08<00:00,  2.84it/s]\nEpoch 0: |          | 12132/? [1:11:09<00:00,  2.84it/s]\nEpoch 0: |          | 12132/? [1:11:09<00:00,  2.84it/s]\nEpoch 0: |          | 12133/? [1:11:09<00:00,  2.84it/s]\nEpoch 0: |          | 12133/? [1:11:09<00:00,  2.84it/s]\nEpoch 0: |          | 12134/? [1:11:09<00:00,  2.84it/s]\nEpoch 0: |          | 12134/? [1:11:09<00:00,  2.84it/s]\nEpoch 0: |          | 12135/? [1:11:09<00:00,  2.84it/s]\nEpoch 0: |          | 12135/? [1:11:09<00:00,  2.84it/s]\nEpoch 0: |          | 12136/? [1:11:10<00:00,  2.84it/s]\nEpoch 0: |          | 12136/? [1:11:10<00:00,  2.84it/s]\nEpoch 0: |          | 12137/? [1:11:10<00:00,  2.84it/s]\nEpoch 0: |          | 12137/? [1:11:10<00:00,  2.84it/s]\nEpoch 0: |          | 12138/? [1:11:10<00:00,  2.84it/s]\nEpoch 0: |          | 12138/? [1:11:10<00:00,  2.84it/s]\nEpoch 0: |          | 12139/? [1:11:11<00:00,  2.84it/s]\nEpoch 0: |          | 12139/? [1:11:11<00:00,  2.84it/s]\nEpoch 0: |          | 12140/? [1:11:11<00:00,  2.84it/s]\nEpoch 0: |          | 12140/? [1:11:11<00:00,  2.84it/s]\nEpoch 0: |          | 12141/? [1:11:11<00:00,  2.84it/s]\nEpoch 0: |          | 12141/? [1:11:11<00:00,  2.84it/s]\nEpoch 0: |          | 12142/? [1:11:12<00:00,  2.84it/s]\nEpoch 0: |          | 12142/? [1:11:12<00:00,  2.84it/s]\nEpoch 0: |          | 12143/? [1:11:12<00:00,  2.84it/s]\nEpoch 0: |          | 12143/? [1:11:12<00:00,  2.84it/s]\nEpoch 0: |          | 12144/? [1:11:12<00:00,  2.84it/s]\nEpoch 0: |          | 12144/? [1:11:12<00:00,  2.84it/s]\nEpoch 0: |          | 12145/? [1:11:12<00:00,  2.84it/s]\nEpoch 0: |          | 12145/? [1:11:12<00:00,  2.84it/s]\nEpoch 0: |          | 12146/? [1:11:13<00:00,  2.84it/s]\nEpoch 0: |          | 12146/? [1:11:13<00:00,  2.84it/s]\nEpoch 0: |          | 12147/? [1:11:13<00:00,  2.84it/s]\nEpoch 0: |          | 12147/? [1:11:13<00:00,  2.84it/s]\nEpoch 0: |          | 12148/? [1:11:13<00:00,  2.84it/s]\nEpoch 0: |          | 12148/? [1:11:13<00:00,  2.84it/s]\nEpoch 0: |          | 12149/? [1:11:14<00:00,  2.84it/s]\nEpoch 0: |          | 12149/? [1:11:14<00:00,  2.84it/s]\nEpoch 0: |          | 12150/? [1:11:14<00:00,  2.84it/s]\nEpoch 0: |          | 12150/? [1:11:14<00:00,  2.84it/s]\nEpoch 0: |          | 12151/? [1:11:14<00:00,  2.84it/s]\nEpoch 0: |          | 12151/? [1:11:14<00:00,  2.84it/s]\nEpoch 0: |          | 12152/? [1:11:14<00:00,  2.84it/s]\nEpoch 0: |          | 12152/? [1:11:14<00:00,  2.84it/s]\nEpoch 0: |          | 12153/? [1:11:15<00:00,  2.84it/s]\nEpoch 0: |          | 12153/? [1:11:15<00:00,  2.84it/s]\nEpoch 0: |          | 12154/? [1:11:15<00:00,  2.84it/s]\nEpoch 0: |          | 12154/? [1:11:15<00:00,  2.84it/s]\nEpoch 0: |          | 12155/? [1:11:15<00:00,  2.84it/s]\nEpoch 0: |          | 12155/? [1:11:15<00:00,  2.84it/s]\nEpoch 0: |          | 12156/? [1:11:16<00:00,  2.84it/s]\nEpoch 0: |          | 12156/? [1:11:16<00:00,  2.84it/s]\nEpoch 0: |          | 12157/? [1:11:16<00:00,  2.84it/s]\nEpoch 0: |          | 12157/? [1:11:16<00:00,  2.84it/s]\nEpoch 0: |          | 12158/? [1:11:16<00:00,  2.84it/s]\nEpoch 0: |          | 12158/? [1:11:16<00:00,  2.84it/s]\nEpoch 0: |          | 12159/? [1:11:16<00:00,  2.84it/s]\nEpoch 0: |          | 12159/? [1:11:16<00:00,  2.84it/s]\nEpoch 0: |          | 12160/? [1:11:17<00:00,  2.84it/s]\nEpoch 0: |          | 12160/? [1:11:17<00:00,  2.84it/s]\nEpoch 0: |          | 12161/? [1:11:17<00:00,  2.84it/s]\nEpoch 0: |          | 12161/? [1:11:17<00:00,  2.84it/s]\nEpoch 0: |          | 12162/? [1:11:17<00:00,  2.84it/s]\nEpoch 0: |          | 12162/? [1:11:17<00:00,  2.84it/s]\nEpoch 0: |          | 12163/? [1:11:18<00:00,  2.84it/s]\nEpoch 0: |          | 12163/? [1:11:18<00:00,  2.84it/s]\nEpoch 0: |          | 12164/? [1:11:18<00:00,  2.84it/s]\nEpoch 0: |          | 12164/? [1:11:18<00:00,  2.84it/s]\nEpoch 0: |          | 12165/? [1:11:18<00:00,  2.84it/s]\nEpoch 0: |          | 12165/? [1:11:18<00:00,  2.84it/s]\nEpoch 0: |          | 12166/? [1:11:18<00:00,  2.84it/s]\nEpoch 0: |          | 12166/? [1:11:18<00:00,  2.84it/s]\nEpoch 0: |          | 12167/? [1:11:19<00:00,  2.84it/s]\nEpoch 0: |          | 12167/? [1:11:19<00:00,  2.84it/s]\nEpoch 0: |          | 12168/? [1:11:19<00:00,  2.84it/s]\nEpoch 0: |          | 12168/? [1:11:19<00:00,  2.84it/s]\nEpoch 0: |          | 12169/? [1:11:19<00:00,  2.84it/s]\nEpoch 0: |          | 12169/? [1:11:19<00:00,  2.84it/s]\nEpoch 0: |          | 12170/? [1:11:20<00:00,  2.84it/s]\nEpoch 0: |          | 12170/? [1:11:20<00:00,  2.84it/s]\nEpoch 0: |          | 12171/? [1:11:20<00:00,  2.84it/s]\nEpoch 0: |          | 12171/? [1:11:20<00:00,  2.84it/s]\nEpoch 0: |          | 12172/? [1:11:20<00:00,  2.84it/s]\nEpoch 0: |          | 12172/? [1:11:20<00:00,  2.84it/s]\nEpoch 0: |          | 12173/? [1:11:21<00:00,  2.84it/s]\nEpoch 0: |          | 12173/? [1:11:21<00:00,  2.84it/s]\nEpoch 0: |          | 12174/? [1:11:21<00:00,  2.84it/s]\nEpoch 0: |          | 12174/? [1:11:21<00:00,  2.84it/s]\nEpoch 0: |          | 12175/? [1:11:21<00:00,  2.84it/s]\nEpoch 0: |          | 12175/? [1:11:21<00:00,  2.84it/s]\nEpoch 0: |          | 12176/? [1:11:21<00:00,  2.84it/s]\nEpoch 0: |          | 12176/? [1:11:21<00:00,  2.84it/s]\nEpoch 0: |          | 12177/? [1:11:22<00:00,  2.84it/s]\nEpoch 0: |          | 12177/? [1:11:22<00:00,  2.84it/s]\nEpoch 0: |          | 12178/? [1:11:22<00:00,  2.84it/s]\nEpoch 0: |          | 12178/? [1:11:22<00:00,  2.84it/s]\nEpoch 0: |          | 12179/? [1:11:22<00:00,  2.84it/s]\nEpoch 0: |          | 12179/? [1:11:22<00:00,  2.84it/s]\nEpoch 0: |          | 12180/? [1:11:23<00:00,  2.84it/s]\nEpoch 0: |          | 12180/? [1:11:23<00:00,  2.84it/s]\nEpoch 0: |          | 12181/? [1:11:23<00:00,  2.84it/s]\nEpoch 0: |          | 12181/? [1:11:23<00:00,  2.84it/s]\nEpoch 0: |          | 12182/? [1:11:23<00:00,  2.84it/s]\nEpoch 0: |          | 12182/? [1:11:23<00:00,  2.84it/s]\nEpoch 0: |          | 12183/? [1:11:23<00:00,  2.84it/s]\nEpoch 0: |          | 12183/? [1:11:23<00:00,  2.84it/s]\nEpoch 0: |          | 12184/? [1:11:24<00:00,  2.84it/s]\nEpoch 0: |          | 12184/? [1:11:24<00:00,  2.84it/s]\nEpoch 0: |          | 12185/? [1:11:24<00:00,  2.84it/s]\nEpoch 0: |          | 12185/? [1:11:24<00:00,  2.84it/s]\nEpoch 0: |          | 12186/? [1:11:24<00:00,  2.84it/s]\nEpoch 0: |          | 12186/? [1:11:24<00:00,  2.84it/s]\nEpoch 0: |          | 12187/? [1:11:25<00:00,  2.84it/s]\nEpoch 0: |          | 12187/? [1:11:25<00:00,  2.84it/s]\nEpoch 0: |          | 12188/? [1:11:25<00:00,  2.84it/s]\nEpoch 0: |          | 12188/? [1:11:25<00:00,  2.84it/s]\nEpoch 0: |          | 12189/? [1:11:25<00:00,  2.84it/s]\nEpoch 0: |          | 12189/? [1:11:25<00:00,  2.84it/s]\nEpoch 0: |          | 12190/? [1:11:26<00:00,  2.84it/s]\nEpoch 0: |          | 12190/? [1:11:26<00:00,  2.84it/s]\nEpoch 0: |          | 12191/? [1:11:26<00:00,  2.84it/s]\nEpoch 0: |          | 12191/? [1:11:26<00:00,  2.84it/s]\nEpoch 0: |          | 12192/? [1:11:26<00:00,  2.84it/s]\nEpoch 0: |          | 12192/? [1:11:26<00:00,  2.84it/s]\nEpoch 0: |          | 12193/? [1:11:26<00:00,  2.84it/s]\nEpoch 0: |          | 12193/? [1:11:26<00:00,  2.84it/s]\nEpoch 0: |          | 12194/? [1:11:27<00:00,  2.84it/s]\nEpoch 0: |          | 12194/? [1:11:27<00:00,  2.84it/s]\nEpoch 0: |          | 12195/? [1:11:27<00:00,  2.84it/s]\nEpoch 0: |          | 12195/? [1:11:27<00:00,  2.84it/s]\nEpoch 0: |          | 12196/? [1:11:27<00:00,  2.84it/s]\nEpoch 0: |          | 12196/? [1:11:27<00:00,  2.84it/s]\nEpoch 0: |          | 12197/? [1:11:28<00:00,  2.84it/s]\nEpoch 0: |          | 12197/? [1:11:28<00:00,  2.84it/s]\nEpoch 0: |          | 12198/? [1:11:28<00:00,  2.84it/s]\nEpoch 0: |          | 12198/? [1:11:28<00:00,  2.84it/s]\nEpoch 0: |          | 12199/? [1:11:28<00:00,  2.84it/s]\nEpoch 0: |          | 12199/? [1:11:28<00:00,  2.84it/s]\nEpoch 0: |          | 12200/? [1:11:28<00:00,  2.84it/s]\nEpoch 0: |          | 12200/? [1:11:28<00:00,  2.84it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.91it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 16.40it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 16.31it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 16.09it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 12200/? [1:11:29<00:00,  2.84it/s]\nEpoch 0: |          | 12201/? [1:11:29<00:00,  2.84it/s]\nEpoch 0: |          | 12201/? [1:11:29<00:00,  2.84it/s]\nEpoch 0: |          | 12202/? [1:11:29<00:00,  2.84it/s]\nEpoch 0: |          | 12202/? [1:11:29<00:00,  2.84it/s]\nEpoch 0: |          | 12203/? [1:11:30<00:00,  2.84it/s]\nEpoch 0: |          | 12203/? [1:11:30<00:00,  2.84it/s]\nEpoch 0: |          | 12204/? [1:11:30<00:00,  2.84it/s]\nEpoch 0: |          | 12204/? [1:11:30<00:00,  2.84it/s]\nEpoch 0: |          | 12205/? [1:11:30<00:00,  2.84it/s]\nEpoch 0: |          | 12205/? [1:11:30<00:00,  2.84it/s]\nEpoch 0: |          | 12206/? [1:11:30<00:00,  2.84it/s]\nEpoch 0: |          | 12206/? [1:11:30<00:00,  2.84it/s]\nEpoch 0: |          | 12207/? [1:11:31<00:00,  2.84it/s]\nEpoch 0: |          | 12207/? [1:11:31<00:00,  2.84it/s]\nEpoch 0: |          | 12208/? [1:11:31<00:00,  2.84it/s]\nEpoch 0: |          | 12208/? [1:11:31<00:00,  2.84it/s]\nEpoch 0: |          | 12209/? [1:11:31<00:00,  2.84it/s]\nEpoch 0: |          | 12209/? [1:11:31<00:00,  2.84it/s]\nEpoch 0: |          | 12210/? [1:11:32<00:00,  2.84it/s]\nEpoch 0: |          | 12210/? [1:11:32<00:00,  2.84it/s]\nEpoch 0: |          | 12211/? [1:11:32<00:00,  2.84it/s]\nEpoch 0: |          | 12211/? [1:11:32<00:00,  2.84it/s]\nEpoch 0: |          | 12212/? [1:11:32<00:00,  2.84it/s]\nEpoch 0: |          | 12212/? [1:11:32<00:00,  2.84it/s]\nEpoch 0: |          | 12213/? [1:11:32<00:00,  2.84it/s]\nEpoch 0: |          | 12213/? [1:11:32<00:00,  2.84it/s]\nEpoch 0: |          | 12214/? [1:11:33<00:00,  2.84it/s]\nEpoch 0: |          | 12214/? [1:11:33<00:00,  2.84it/s]\nEpoch 0: |          | 12215/? [1:11:33<00:00,  2.84it/s]\nEpoch 0: |          | 12215/? [1:11:33<00:00,  2.84it/s]\nEpoch 0: |          | 12216/? [1:11:33<00:00,  2.85it/s]\nEpoch 0: |          | 12216/? [1:11:33<00:00,  2.84it/s]\nEpoch 0: |          | 12217/? [1:11:34<00:00,  2.85it/s]\nEpoch 0: |          | 12217/? [1:11:34<00:00,  2.85it/s]\nEpoch 0: |          | 12218/? [1:11:34<00:00,  2.85it/s]\nEpoch 0: |          | 12218/? [1:11:34<00:00,  2.85it/s]\nEpoch 0: |          | 12219/? [1:11:34<00:00,  2.85it/s]\nEpoch 0: |          | 12219/? [1:11:34<00:00,  2.85it/s]\nEpoch 0: |          | 12220/? [1:11:35<00:00,  2.85it/s]\nEpoch 0: |          | 12220/? [1:11:35<00:00,  2.85it/s]\nEpoch 0: |          | 12221/? [1:11:35<00:00,  2.85it/s]\nEpoch 0: |          | 12221/? [1:11:35<00:00,  2.85it/s]\nEpoch 0: |          | 12222/? [1:11:35<00:00,  2.85it/s]\nEpoch 0: |          | 12222/? [1:11:35<00:00,  2.85it/s]\nEpoch 0: |          | 12223/? [1:11:35<00:00,  2.85it/s]\nEpoch 0: |          | 12223/? [1:11:35<00:00,  2.85it/s]\nEpoch 0: |          | 12224/? [1:11:36<00:00,  2.85it/s]\nEpoch 0: |          | 12224/? [1:11:36<00:00,  2.85it/s]\nEpoch 0: |          | 12225/? [1:11:36<00:00,  2.85it/s]\nEpoch 0: |          | 12225/? [1:11:36<00:00,  2.85it/s]\nEpoch 0: |          | 12226/? [1:11:36<00:00,  2.85it/s]\nEpoch 0: |          | 12226/? [1:11:36<00:00,  2.85it/s]\nEpoch 0: |          | 12227/? [1:11:37<00:00,  2.85it/s]\nEpoch 0: |          | 12227/? [1:11:37<00:00,  2.85it/s]\nEpoch 0: |          | 12228/? [1:11:37<00:00,  2.85it/s]\nEpoch 0: |          | 12228/? [1:11:37<00:00,  2.85it/s]\nEpoch 0: |          | 12229/? [1:11:37<00:00,  2.85it/s]\nEpoch 0: |          | 12229/? [1:11:37<00:00,  2.85it/s]\nEpoch 0: |          | 12230/? [1:11:37<00:00,  2.85it/s]\nEpoch 0: |          | 12230/? [1:11:37<00:00,  2.85it/s]\nEpoch 0: |          | 12231/? [1:11:38<00:00,  2.85it/s]\nEpoch 0: |          | 12231/? [1:11:38<00:00,  2.85it/s]\nEpoch 0: |          | 12232/? [1:11:38<00:00,  2.85it/s]\nEpoch 0: |          | 12232/? [1:11:38<00:00,  2.85it/s]\nEpoch 0: |          | 12233/? [1:11:38<00:00,  2.85it/s]\nEpoch 0: |          | 12233/? [1:11:38<00:00,  2.85it/s]\nEpoch 0: |          | 12234/? [1:11:39<00:00,  2.85it/s]\nEpoch 0: |          | 12234/? [1:11:39<00:00,  2.85it/s]\nEpoch 0: |          | 12235/? [1:11:39<00:00,  2.85it/s]\nEpoch 0: |          | 12235/? [1:11:39<00:00,  2.85it/s]\nEpoch 0: |          | 12236/? [1:11:39<00:00,  2.85it/s]\nEpoch 0: |          | 12236/? [1:11:39<00:00,  2.85it/s]\nEpoch 0: |          | 12237/? [1:11:40<00:00,  2.85it/s]\nEpoch 0: |          | 12237/? [1:11:40<00:00,  2.85it/s]\nEpoch 0: |          | 12238/? [1:11:40<00:00,  2.85it/s]\nEpoch 0: |          | 12238/? [1:11:40<00:00,  2.85it/s]\nEpoch 0: |          | 12239/? [1:11:40<00:00,  2.85it/s]\nEpoch 0: |          | 12239/? [1:11:40<00:00,  2.85it/s]\nEpoch 0: |          | 12240/? [1:11:40<00:00,  2.85it/s]\nEpoch 0: |          | 12240/? [1:11:40<00:00,  2.85it/s]\nEpoch 0: |          | 12241/? [1:11:41<00:00,  2.85it/s]\nEpoch 0: |          | 12241/? [1:11:41<00:00,  2.85it/s]\nEpoch 0: |          | 12242/? [1:11:41<00:00,  2.85it/s]\nEpoch 0: |          | 12242/? [1:11:41<00:00,  2.85it/s]\nEpoch 0: |          | 12243/? [1:11:41<00:00,  2.85it/s]\nEpoch 0: |          | 12243/? [1:11:41<00:00,  2.85it/s]\nEpoch 0: |          | 12244/? [1:11:42<00:00,  2.85it/s]\nEpoch 0: |          | 12244/? [1:11:42<00:00,  2.85it/s]\nEpoch 0: |          | 12245/? [1:11:42<00:00,  2.85it/s]\nEpoch 0: |          | 12245/? [1:11:42<00:00,  2.85it/s]\nEpoch 0: |          | 12246/? [1:11:42<00:00,  2.85it/s]\nEpoch 0: |          | 12246/? [1:11:42<00:00,  2.85it/s]\nEpoch 0: |          | 12247/? [1:11:42<00:00,  2.85it/s]\nEpoch 0: |          | 12247/? [1:11:42<00:00,  2.85it/s]\nEpoch 0: |          | 12248/? [1:11:43<00:00,  2.85it/s]\nEpoch 0: |          | 12248/? [1:11:43<00:00,  2.85it/s]\nEpoch 0: |          | 12249/? [1:11:43<00:00,  2.85it/s]\nEpoch 0: |          | 12249/? [1:11:43<00:00,  2.85it/s]\nEpoch 0: |          | 12250/? [1:11:43<00:00,  2.85it/s]\nEpoch 0: |          | 12250/? [1:11:43<00:00,  2.85it/s]\nEpoch 0: |          | 12251/? [1:11:44<00:00,  2.85it/s]\nEpoch 0: |          | 12251/? [1:11:44<00:00,  2.85it/s]\nEpoch 0: |          | 12252/? [1:11:44<00:00,  2.85it/s]\nEpoch 0: |          | 12252/? [1:11:44<00:00,  2.85it/s]\nEpoch 0: |          | 12253/? [1:11:44<00:00,  2.85it/s]\nEpoch 0: |          | 12253/? [1:11:44<00:00,  2.85it/s]\nEpoch 0: |          | 12254/? [1:11:45<00:00,  2.85it/s]\nEpoch 0: |          | 12254/? [1:11:45<00:00,  2.85it/s]\nEpoch 0: |          | 12255/? [1:11:45<00:00,  2.85it/s]\nEpoch 0: |          | 12255/? [1:11:45<00:00,  2.85it/s]\nEpoch 0: |          | 12256/? [1:11:45<00:00,  2.85it/s]\nEpoch 0: |          | 12256/? [1:11:45<00:00,  2.85it/s]\nEpoch 0: |          | 12257/? [1:11:45<00:00,  2.85it/s]\nEpoch 0: |          | 12257/? [1:11:45<00:00,  2.85it/s]\nEpoch 0: |          | 12258/? [1:11:46<00:00,  2.85it/s]\nEpoch 0: |          | 12258/? [1:11:46<00:00,  2.85it/s]\nEpoch 0: |          | 12259/? [1:11:46<00:00,  2.85it/s]\nEpoch 0: |          | 12259/? [1:11:46<00:00,  2.85it/s]\nEpoch 0: |          | 12260/? [1:11:46<00:00,  2.85it/s]\nEpoch 0: |          | 12260/? [1:11:46<00:00,  2.85it/s]\nEpoch 0: |          | 12261/? [1:11:47<00:00,  2.85it/s]\nEpoch 0: |          | 12261/? [1:11:47<00:00,  2.85it/s]\nEpoch 0: |          | 12262/? [1:11:47<00:00,  2.85it/s]\nEpoch 0: |          | 12262/? [1:11:47<00:00,  2.85it/s]\nEpoch 0: |          | 12263/? [1:11:47<00:00,  2.85it/s]\nEpoch 0: |          | 12263/? [1:11:47<00:00,  2.85it/s]\nEpoch 0: |          | 12264/? [1:11:47<00:00,  2.85it/s]\nEpoch 0: |          | 12264/? [1:11:47<00:00,  2.85it/s]\nEpoch 0: |          | 12265/? [1:11:48<00:00,  2.85it/s]\nEpoch 0: |          | 12265/? [1:11:48<00:00,  2.85it/s]\nEpoch 0: |          | 12266/? [1:11:48<00:00,  2.85it/s]\nEpoch 0: |          | 12266/? [1:11:48<00:00,  2.85it/s]\nEpoch 0: |          | 12267/? [1:11:48<00:00,  2.85it/s]\nEpoch 0: |          | 12267/? [1:11:48<00:00,  2.85it/s]\nEpoch 0: |          | 12268/? [1:11:49<00:00,  2.85it/s]\nEpoch 0: |          | 12268/? [1:11:49<00:00,  2.85it/s]\nEpoch 0: |          | 12269/? [1:11:49<00:00,  2.85it/s]\nEpoch 0: |          | 12269/? [1:11:49<00:00,  2.85it/s]\nEpoch 0: |          | 12270/? [1:11:49<00:00,  2.85it/s]\nEpoch 0: |          | 12270/? [1:11:49<00:00,  2.85it/s]\nEpoch 0: |          | 12271/? [1:11:49<00:00,  2.85it/s]\nEpoch 0: |          | 12271/? [1:11:49<00:00,  2.85it/s]\nEpoch 0: |          | 12272/? [1:11:50<00:00,  2.85it/s]\nEpoch 0: |          | 12272/? [1:11:50<00:00,  2.85it/s]\nEpoch 0: |          | 12273/? [1:11:50<00:00,  2.85it/s]\nEpoch 0: |          | 12273/? [1:11:50<00:00,  2.85it/s]\nEpoch 0: |          | 12274/? [1:11:50<00:00,  2.85it/s]\nEpoch 0: |          | 12274/? [1:11:50<00:00,  2.85it/s]\nEpoch 0: |          | 12275/? [1:11:51<00:00,  2.85it/s]\nEpoch 0: |          | 12275/? [1:11:51<00:00,  2.85it/s]\nEpoch 0: |          | 12276/? [1:11:51<00:00,  2.85it/s]\nEpoch 0: |          | 12276/? [1:11:51<00:00,  2.85it/s]\nEpoch 0: |          | 12277/? [1:11:51<00:00,  2.85it/s]\nEpoch 0: |          | 12277/? [1:11:51<00:00,  2.85it/s]\nEpoch 0: |          | 12278/? [1:11:52<00:00,  2.85it/s]\nEpoch 0: |          | 12278/? [1:11:52<00:00,  2.85it/s]\nEpoch 0: |          | 12279/? [1:11:52<00:00,  2.85it/s]\nEpoch 0: |          | 12279/? [1:11:52<00:00,  2.85it/s]\nEpoch 0: |          | 12280/? [1:11:52<00:00,  2.85it/s]\nEpoch 0: |          | 12280/? [1:11:52<00:00,  2.85it/s]\nEpoch 0: |          | 12281/? [1:11:52<00:00,  2.85it/s]\nEpoch 0: |          | 12281/? [1:11:52<00:00,  2.85it/s]\nEpoch 0: |          | 12282/? [1:11:53<00:00,  2.85it/s]\nEpoch 0: |          | 12282/? [1:11:53<00:00,  2.85it/s]\nEpoch 0: |          | 12283/? [1:11:53<00:00,  2.85it/s]\nEpoch 0: |          | 12283/? [1:11:53<00:00,  2.85it/s]\nEpoch 0: |          | 12284/? [1:11:53<00:00,  2.85it/s]\nEpoch 0: |          | 12284/? [1:11:53<00:00,  2.85it/s]\nEpoch 0: |          | 12285/? [1:11:54<00:00,  2.85it/s]\nEpoch 0: |          | 12285/? [1:11:54<00:00,  2.85it/s]\nEpoch 0: |          | 12286/? [1:11:54<00:00,  2.85it/s]\nEpoch 0: |          | 12286/? [1:11:54<00:00,  2.85it/s]\nEpoch 0: |          | 12287/? [1:11:54<00:00,  2.85it/s]\nEpoch 0: |          | 12287/? [1:11:54<00:00,  2.85it/s]\nEpoch 0: |          | 12288/? [1:11:54<00:00,  2.85it/s]\nEpoch 0: |          | 12288/? [1:11:54<00:00,  2.85it/s]\nEpoch 0: |          | 12289/? [1:11:55<00:00,  2.85it/s]\nEpoch 0: |          | 12289/? [1:11:55<00:00,  2.85it/s]\nEpoch 0: |          | 12290/? [1:11:55<00:00,  2.85it/s]\nEpoch 0: |          | 12290/? [1:11:55<00:00,  2.85it/s]\nEpoch 0: |          | 12291/? [1:11:55<00:00,  2.85it/s]\nEpoch 0: |          | 12291/? [1:11:55<00:00,  2.85it/s]\nEpoch 0: |          | 12292/? [1:11:56<00:00,  2.85it/s]\nEpoch 0: |          | 12292/? [1:11:56<00:00,  2.85it/s]\nEpoch 0: |          | 12293/? [1:11:56<00:00,  2.85it/s]\nEpoch 0: |          | 12293/? [1:11:56<00:00,  2.85it/s]\nEpoch 0: |          | 12294/? [1:11:56<00:00,  2.85it/s]\nEpoch 0: |          | 12294/? [1:11:56<00:00,  2.85it/s]\nEpoch 0: |          | 12295/? [1:11:57<00:00,  2.85it/s]\nEpoch 0: |          | 12295/? [1:11:57<00:00,  2.85it/s]\nEpoch 0: |          | 12296/? [1:11:57<00:00,  2.85it/s]\nEpoch 0: |          | 12296/? [1:11:57<00:00,  2.85it/s]\nEpoch 0: |          | 12297/? [1:11:57<00:00,  2.85it/s]\nEpoch 0: |          | 12297/? [1:11:57<00:00,  2.85it/s]\nEpoch 0: |          | 12298/? [1:11:57<00:00,  2.85it/s]\nEpoch 0: |          | 12298/? [1:11:57<00:00,  2.85it/s]\nEpoch 0: |          | 12299/? [1:11:58<00:00,  2.85it/s]\nEpoch 0: |          | 12299/? [1:11:58<00:00,  2.85it/s]\nEpoch 0: |          | 12300/? [1:11:58<00:00,  2.85it/s]\nEpoch 0: |          | 12300/? [1:11:58<00:00,  2.85it/s]\nEpoch 0: |          | 12301/? [1:11:58<00:00,  2.85it/s]\nEpoch 0: |          | 12301/? [1:11:58<00:00,  2.85it/s]\nEpoch 0: |          | 12302/? [1:11:59<00:00,  2.85it/s]\nEpoch 0: |          | 12302/? [1:11:59<00:00,  2.85it/s]\nEpoch 0: |          | 12303/? [1:11:59<00:00,  2.85it/s]\nEpoch 0: |          | 12303/? [1:11:59<00:00,  2.85it/s]\nEpoch 0: |          | 12304/? [1:11:59<00:00,  2.85it/s]\nEpoch 0: |          | 12304/? [1:11:59<00:00,  2.85it/s]\nEpoch 0: |          | 12305/? [1:11:59<00:00,  2.85it/s]\nEpoch 0: |          | 12305/? [1:11:59<00:00,  2.85it/s]\nEpoch 0: |          | 12306/? [1:12:00<00:00,  2.85it/s]\nEpoch 0: |          | 12306/? [1:12:00<00:00,  2.85it/s]\nEpoch 0: |          | 12307/? [1:12:00<00:00,  2.85it/s]\nEpoch 0: |          | 12307/? [1:12:00<00:00,  2.85it/s]\nEpoch 0: |          | 12308/? [1:12:00<00:00,  2.85it/s]\nEpoch 0: |          | 12308/? [1:12:00<00:00,  2.85it/s]\nEpoch 0: |          | 12309/? [1:12:01<00:00,  2.85it/s]\nEpoch 0: |          | 12309/? [1:12:01<00:00,  2.85it/s]\nEpoch 0: |          | 12310/? [1:12:01<00:00,  2.85it/s]\nEpoch 0: |          | 12310/? [1:12:01<00:00,  2.85it/s]\nEpoch 0: |          | 12311/? [1:12:01<00:00,  2.85it/s]\nEpoch 0: |          | 12311/? [1:12:01<00:00,  2.85it/s]\nEpoch 0: |          | 12312/? [1:12:01<00:00,  2.85it/s]\nEpoch 0: |          | 12312/? [1:12:01<00:00,  2.85it/s]\nEpoch 0: |          | 12313/? [1:12:02<00:00,  2.85it/s]\nEpoch 0: |          | 12313/? [1:12:02<00:00,  2.85it/s]\nEpoch 0: |          | 12314/? [1:12:02<00:00,  2.85it/s]\nEpoch 0: |          | 12314/? [1:12:02<00:00,  2.85it/s]\nEpoch 0: |          | 12315/? [1:12:02<00:00,  2.85it/s]\nEpoch 0: |          | 12315/? [1:12:02<00:00,  2.85it/s]\nEpoch 0: |          | 12316/? [1:12:03<00:00,  2.85it/s]\nEpoch 0: |          | 12316/? [1:12:03<00:00,  2.85it/s]\nEpoch 0: |          | 12317/? [1:12:03<00:00,  2.85it/s]\nEpoch 0: |          | 12317/? [1:12:03<00:00,  2.85it/s]\nEpoch 0: |          | 12318/? [1:12:03<00:00,  2.85it/s]\nEpoch 0: |          | 12318/? [1:12:03<00:00,  2.85it/s]\nEpoch 0: |          | 12319/? [1:12:04<00:00,  2.85it/s]\nEpoch 0: |          | 12319/? [1:12:04<00:00,  2.85it/s]\nEpoch 0: |          | 12320/? [1:12:04<00:00,  2.85it/s]\nEpoch 0: |          | 12320/? [1:12:04<00:00,  2.85it/s]\nEpoch 0: |          | 12321/? [1:12:04<00:00,  2.85it/s]\nEpoch 0: |          | 12321/? [1:12:04<00:00,  2.85it/s]\nEpoch 0: |          | 12322/? [1:12:04<00:00,  2.85it/s]\nEpoch 0: |          | 12322/? [1:12:04<00:00,  2.85it/s]\nEpoch 0: |          | 12323/? [1:12:05<00:00,  2.85it/s]\nEpoch 0: |          | 12323/? [1:12:05<00:00,  2.85it/s]\nEpoch 0: |          | 12324/? [1:12:05<00:00,  2.85it/s]\nEpoch 0: |          | 12324/? [1:12:05<00:00,  2.85it/s]\nEpoch 0: |          | 12325/? [1:12:05<00:00,  2.85it/s]\nEpoch 0: |          | 12325/? [1:12:05<00:00,  2.85it/s]\nEpoch 0: |          | 12326/? [1:12:06<00:00,  2.85it/s]\nEpoch 0: |          | 12326/? [1:12:06<00:00,  2.85it/s]\nEpoch 0: |          | 12327/? [1:12:06<00:00,  2.85it/s]\nEpoch 0: |          | 12327/? [1:12:06<00:00,  2.85it/s]\nEpoch 0: |          | 12328/? [1:12:06<00:00,  2.85it/s]\nEpoch 0: |          | 12328/? [1:12:06<00:00,  2.85it/s]\nEpoch 0: |          | 12329/? [1:12:06<00:00,  2.85it/s]\nEpoch 0: |          | 12329/? [1:12:06<00:00,  2.85it/s]\nEpoch 0: |          | 12330/? [1:12:07<00:00,  2.85it/s]\nEpoch 0: |          | 12330/? [1:12:07<00:00,  2.85it/s]\nEpoch 0: |          | 12331/? [1:12:07<00:00,  2.85it/s]\nEpoch 0: |          | 12331/? [1:12:07<00:00,  2.85it/s]\nEpoch 0: |          | 12332/? [1:12:07<00:00,  2.85it/s]\nEpoch 0: |          | 12332/? [1:12:07<00:00,  2.85it/s]\nEpoch 0: |          | 12333/? [1:12:08<00:00,  2.85it/s]\nEpoch 0: |          | 12333/? [1:12:08<00:00,  2.85it/s]\nEpoch 0: |          | 12334/? [1:12:08<00:00,  2.85it/s]\nEpoch 0: |          | 12334/? [1:12:08<00:00,  2.85it/s]\nEpoch 0: |          | 12335/? [1:12:08<00:00,  2.85it/s]\nEpoch 0: |          | 12335/? [1:12:08<00:00,  2.85it/s]\nEpoch 0: |          | 12336/? [1:12:08<00:00,  2.85it/s]\nEpoch 0: |          | 12336/? [1:12:08<00:00,  2.85it/s]\nEpoch 0: |          | 12337/? [1:12:09<00:00,  2.85it/s]\nEpoch 0: |          | 12337/? [1:12:09<00:00,  2.85it/s]\nEpoch 0: |          | 12338/? [1:12:09<00:00,  2.85it/s]\nEpoch 0: |          | 12338/? [1:12:09<00:00,  2.85it/s]\nEpoch 0: |          | 12339/? [1:12:09<00:00,  2.85it/s]\nEpoch 0: |          | 12339/? [1:12:09<00:00,  2.85it/s]\nEpoch 0: |          | 12340/? [1:12:10<00:00,  2.85it/s]\nEpoch 0: |          | 12340/? [1:12:10<00:00,  2.85it/s]\nEpoch 0: |          | 12341/? [1:12:10<00:00,  2.85it/s]\nEpoch 0: |          | 12341/? [1:12:10<00:00,  2.85it/s]\nEpoch 0: |          | 12342/? [1:12:10<00:00,  2.85it/s]\nEpoch 0: |          | 12342/? [1:12:10<00:00,  2.85it/s]\nEpoch 0: |          | 12343/? [1:12:10<00:00,  2.85it/s]\nEpoch 0: |          | 12343/? [1:12:10<00:00,  2.85it/s]\nEpoch 0: |          | 12344/? [1:12:11<00:00,  2.85it/s]\nEpoch 0: |          | 12344/? [1:12:11<00:00,  2.85it/s]\nEpoch 0: |          | 12345/? [1:12:11<00:00,  2.85it/s]\nEpoch 0: |          | 12345/? [1:12:11<00:00,  2.85it/s]\nEpoch 0: |          | 12346/? [1:12:11<00:00,  2.85it/s]\nEpoch 0: |          | 12346/? [1:12:11<00:00,  2.85it/s]\nEpoch 0: |          | 12347/? [1:12:12<00:00,  2.85it/s]\nEpoch 0: |          | 12347/? [1:12:12<00:00,  2.85it/s]\nEpoch 0: |          | 12348/? [1:12:12<00:00,  2.85it/s]\nEpoch 0: |          | 12348/? [1:12:12<00:00,  2.85it/s]\nEpoch 0: |          | 12349/? [1:12:12<00:00,  2.85it/s]\nEpoch 0: |          | 12349/? [1:12:12<00:00,  2.85it/s]\nEpoch 0: |          | 12350/? [1:12:12<00:00,  2.85it/s]\nEpoch 0: |          | 12350/? [1:12:12<00:00,  2.85it/s]\nEpoch 0: |          | 12351/? [1:12:13<00:00,  2.85it/s]\nEpoch 0: |          | 12351/? [1:12:13<00:00,  2.85it/s]\nEpoch 0: |          | 12352/? [1:12:13<00:00,  2.85it/s]\nEpoch 0: |          | 12352/? [1:12:13<00:00,  2.85it/s]\nEpoch 0: |          | 12353/? [1:12:13<00:00,  2.85it/s]\nEpoch 0: |          | 12353/? [1:12:13<00:00,  2.85it/s]\nEpoch 0: |          | 12354/? [1:12:14<00:00,  2.85it/s]\nEpoch 0: |          | 12354/? [1:12:14<00:00,  2.85it/s]\nEpoch 0: |          | 12355/? [1:12:14<00:00,  2.85it/s]\nEpoch 0: |          | 12355/? [1:12:14<00:00,  2.85it/s]\nEpoch 0: |          | 12356/? [1:12:14<00:00,  2.85it/s]\nEpoch 0: |          | 12356/? [1:12:14<00:00,  2.85it/s]\nEpoch 0: |          | 12357/? [1:12:15<00:00,  2.85it/s]\nEpoch 0: |          | 12357/? [1:12:15<00:00,  2.85it/s]\nEpoch 0: |          | 12358/? [1:12:15<00:00,  2.85it/s]\nEpoch 0: |          | 12358/? [1:12:15<00:00,  2.85it/s]\nEpoch 0: |          | 12359/? [1:12:15<00:00,  2.85it/s]\nEpoch 0: |          | 12359/? [1:12:15<00:00,  2.85it/s]\nEpoch 0: |          | 12360/? [1:12:15<00:00,  2.85it/s]\nEpoch 0: |          | 12360/? [1:12:15<00:00,  2.85it/s]\nEpoch 0: |          | 12361/? [1:12:16<00:00,  2.85it/s]\nEpoch 0: |          | 12361/? [1:12:16<00:00,  2.85it/s]\nEpoch 0: |          | 12362/? [1:12:16<00:00,  2.85it/s]\nEpoch 0: |          | 12362/? [1:12:16<00:00,  2.85it/s]\nEpoch 0: |          | 12363/? [1:12:16<00:00,  2.85it/s]\nEpoch 0: |          | 12363/? [1:12:16<00:00,  2.85it/s]\nEpoch 0: |          | 12364/? [1:12:17<00:00,  2.85it/s]\nEpoch 0: |          | 12364/? [1:12:17<00:00,  2.85it/s]\nEpoch 0: |          | 12365/? [1:12:17<00:00,  2.85it/s]\nEpoch 0: |          | 12365/? [1:12:17<00:00,  2.85it/s]\nEpoch 0: |          | 12366/? [1:12:17<00:00,  2.85it/s]\nEpoch 0: |          | 12366/? [1:12:17<00:00,  2.85it/s]\nEpoch 0: |          | 12367/? [1:12:18<00:00,  2.85it/s]\nEpoch 0: |          | 12367/? [1:12:18<00:00,  2.85it/s]\nEpoch 0: |          | 12368/? [1:12:18<00:00,  2.85it/s]\nEpoch 0: |          | 12368/? [1:12:18<00:00,  2.85it/s]\nEpoch 0: |          | 12369/? [1:12:18<00:00,  2.85it/s]\nEpoch 0: |          | 12369/? [1:12:18<00:00,  2.85it/s]\nEpoch 0: |          | 12370/? [1:12:18<00:00,  2.85it/s]\nEpoch 0: |          | 12370/? [1:12:18<00:00,  2.85it/s]\nEpoch 0: |          | 12371/? [1:12:19<00:00,  2.85it/s]\nEpoch 0: |          | 12371/? [1:12:19<00:00,  2.85it/s]\nEpoch 0: |          | 12372/? [1:12:19<00:00,  2.85it/s]\nEpoch 0: |          | 12372/? [1:12:19<00:00,  2.85it/s]\nEpoch 0: |          | 12373/? [1:12:19<00:00,  2.85it/s]\nEpoch 0: |          | 12373/? [1:12:19<00:00,  2.85it/s]\nEpoch 0: |          | 12374/? [1:12:20<00:00,  2.85it/s]\nEpoch 0: |          | 12374/? [1:12:20<00:00,  2.85it/s]\nEpoch 0: |          | 12375/? [1:12:20<00:00,  2.85it/s]\nEpoch 0: |          | 12375/? [1:12:20<00:00,  2.85it/s]\nEpoch 0: |          | 12376/? [1:12:20<00:00,  2.85it/s]\nEpoch 0: |          | 12376/? [1:12:20<00:00,  2.85it/s]\nEpoch 0: |          | 12377/? [1:12:21<00:00,  2.85it/s]\nEpoch 0: |          | 12377/? [1:12:21<00:00,  2.85it/s]\nEpoch 0: |          | 12378/? [1:12:21<00:00,  2.85it/s]\nEpoch 0: |          | 12378/? [1:12:21<00:00,  2.85it/s]\nEpoch 0: |          | 12379/? [1:12:21<00:00,  2.85it/s]\nEpoch 0: |          | 12379/? [1:12:21<00:00,  2.85it/s]\nEpoch 0: |          | 12380/? [1:12:21<00:00,  2.85it/s]\nEpoch 0: |          | 12380/? [1:12:21<00:00,  2.85it/s]\nEpoch 0: |          | 12381/? [1:12:22<00:00,  2.85it/s]\nEpoch 0: |          | 12381/? [1:12:22<00:00,  2.85it/s]\nEpoch 0: |          | 12382/? [1:12:22<00:00,  2.85it/s]\nEpoch 0: |          | 12382/? [1:12:22<00:00,  2.85it/s]\nEpoch 0: |          | 12383/? [1:12:22<00:00,  2.85it/s]\nEpoch 0: |          | 12383/? [1:12:22<00:00,  2.85it/s]\nEpoch 0: |          | 12384/? [1:12:23<00:00,  2.85it/s]\nEpoch 0: |          | 12384/? [1:12:23<00:00,  2.85it/s]\nEpoch 0: |          | 12385/? [1:12:23<00:00,  2.85it/s]\nEpoch 0: |          | 12385/? [1:12:23<00:00,  2.85it/s]\nEpoch 0: |          | 12386/? [1:12:23<00:00,  2.85it/s]\nEpoch 0: |          | 12386/? [1:12:23<00:00,  2.85it/s]\nEpoch 0: |          | 12387/? [1:12:23<00:00,  2.85it/s]\nEpoch 0: |          | 12387/? [1:12:23<00:00,  2.85it/s]\nEpoch 0: |          | 12388/? [1:12:24<00:00,  2.85it/s]\nEpoch 0: |          | 12388/? [1:12:24<00:00,  2.85it/s]\nEpoch 0: |          | 12389/? [1:12:24<00:00,  2.85it/s]\nEpoch 0: |          | 12389/? [1:12:24<00:00,  2.85it/s]\nEpoch 0: |          | 12390/? [1:12:24<00:00,  2.85it/s]\nEpoch 0: |          | 12390/? [1:12:24<00:00,  2.85it/s]\nEpoch 0: |          | 12391/? [1:12:25<00:00,  2.85it/s]\nEpoch 0: |          | 12391/? [1:12:25<00:00,  2.85it/s]\nEpoch 0: |          | 12392/? [1:12:25<00:00,  2.85it/s]\nEpoch 0: |          | 12392/? [1:12:25<00:00,  2.85it/s]\nEpoch 0: |          | 12393/? [1:12:25<00:00,  2.85it/s]\nEpoch 0: |          | 12393/? [1:12:25<00:00,  2.85it/s]\nEpoch 0: |          | 12394/? [1:12:25<00:00,  2.85it/s]\nEpoch 0: |          | 12394/? [1:12:25<00:00,  2.85it/s]\nEpoch 0: |          | 12395/? [1:12:26<00:00,  2.85it/s]\nEpoch 0: |          | 12395/? [1:12:26<00:00,  2.85it/s]\nEpoch 0: |          | 12396/? [1:12:26<00:00,  2.85it/s]\nEpoch 0: |          | 12396/? [1:12:26<00:00,  2.85it/s]\nEpoch 0: |          | 12397/? [1:12:26<00:00,  2.85it/s]\nEpoch 0: |          | 12397/? [1:12:26<00:00,  2.85it/s]\nEpoch 0: |          | 12398/? [1:12:27<00:00,  2.85it/s]\nEpoch 0: |          | 12398/? [1:12:27<00:00,  2.85it/s]\nEpoch 0: |          | 12399/? [1:12:27<00:00,  2.85it/s]\nEpoch 0: |          | 12399/? [1:12:27<00:00,  2.85it/s]\nEpoch 0: |          | 12400/? [1:12:27<00:00,  2.85it/s]\nEpoch 0: |          | 12400/? [1:12:27<00:00,  2.85it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.42it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 16.73it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 16.46it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 16.48it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 12400/? [1:12:28<00:00,  2.85it/s]\nEpoch 0: |          | 12401/? [1:12:28<00:00,  2.85it/s]\nEpoch 0: |          | 12401/? [1:12:28<00:00,  2.85it/s]\nEpoch 0: |          | 12402/? [1:12:28<00:00,  2.85it/s]\nEpoch 0: |          | 12402/? [1:12:28<00:00,  2.85it/s]\nEpoch 0: |          | 12403/? [1:12:28<00:00,  2.85it/s]\nEpoch 0: |          | 12403/? [1:12:28<00:00,  2.85it/s]\nEpoch 0: |          | 12404/? [1:12:29<00:00,  2.85it/s]\nEpoch 0: |          | 12404/? [1:12:29<00:00,  2.85it/s]\nEpoch 0: |          | 12405/? [1:12:29<00:00,  2.85it/s]\nEpoch 0: |          | 12405/? [1:12:29<00:00,  2.85it/s]\nEpoch 0: |          | 12406/? [1:12:29<00:00,  2.85it/s]\nEpoch 0: |          | 12406/? [1:12:29<00:00,  2.85it/s]\nEpoch 0: |          | 12407/? [1:12:30<00:00,  2.85it/s]\nEpoch 0: |          | 12407/? [1:12:30<00:00,  2.85it/s]\nEpoch 0: |          | 12408/? [1:12:30<00:00,  2.85it/s]\nEpoch 0: |          | 12408/? [1:12:30<00:00,  2.85it/s]\nEpoch 0: |          | 12409/? [1:12:30<00:00,  2.85it/s]\nEpoch 0: |          | 12409/? [1:12:30<00:00,  2.85it/s]\nEpoch 0: |          | 12410/? [1:12:31<00:00,  2.85it/s]\nEpoch 0: |          | 12410/? [1:12:31<00:00,  2.85it/s]\nEpoch 0: |          | 12411/? [1:12:31<00:00,  2.85it/s]\nEpoch 0: |          | 12411/? [1:12:31<00:00,  2.85it/s]\nEpoch 0: |          | 12412/? [1:12:31<00:00,  2.85it/s]\nEpoch 0: |          | 12412/? [1:12:31<00:00,  2.85it/s]\nEpoch 0: |          | 12413/? [1:12:32<00:00,  2.85it/s]\nEpoch 0: |          | 12413/? [1:12:32<00:00,  2.85it/s]\nEpoch 0: |          | 12414/? [1:12:32<00:00,  2.85it/s]\nEpoch 0: |          | 12414/? [1:12:32<00:00,  2.85it/s]\nEpoch 0: |          | 12415/? [1:12:32<00:00,  2.85it/s]\nEpoch 0: |          | 12415/? [1:12:32<00:00,  2.85it/s]\nEpoch 0: |          | 12416/? [1:12:33<00:00,  2.85it/s]\nEpoch 0: |          | 12416/? [1:12:33<00:00,  2.85it/s]\nEpoch 0: |          | 12417/? [1:12:33<00:00,  2.85it/s]\nEpoch 0: |          | 12417/? [1:12:33<00:00,  2.85it/s]\nEpoch 0: |          | 12418/? [1:12:33<00:00,  2.85it/s]\nEpoch 0: |          | 12418/? [1:12:33<00:00,  2.85it/s]\nEpoch 0: |          | 12419/? [1:12:33<00:00,  2.85it/s]\nEpoch 0: |          | 12419/? [1:12:33<00:00,  2.85it/s]\nEpoch 0: |          | 12420/? [1:12:34<00:00,  2.85it/s]\nEpoch 0: |          | 12420/? [1:12:34<00:00,  2.85it/s]\nEpoch 0: |          | 12421/? [1:12:34<00:00,  2.85it/s]\nEpoch 0: |          | 12421/? [1:12:34<00:00,  2.85it/s]\nEpoch 0: |          | 12422/? [1:12:34<00:00,  2.85it/s]\nEpoch 0: |          | 12422/? [1:12:34<00:00,  2.85it/s]\nEpoch 0: |          | 12423/? [1:12:35<00:00,  2.85it/s]\nEpoch 0: |          | 12423/? [1:12:35<00:00,  2.85it/s]\nEpoch 0: |          | 12424/? [1:12:35<00:00,  2.85it/s]\nEpoch 0: |          | 12424/? [1:12:35<00:00,  2.85it/s]\nEpoch 0: |          | 12425/? [1:12:35<00:00,  2.85it/s]\nEpoch 0: |          | 12425/? [1:12:35<00:00,  2.85it/s]\nEpoch 0: |          | 12426/? [1:12:35<00:00,  2.85it/s]\nEpoch 0: |          | 12426/? [1:12:35<00:00,  2.85it/s]\nEpoch 0: |          | 12427/? [1:12:36<00:00,  2.85it/s]\nEpoch 0: |          | 12427/? [1:12:36<00:00,  2.85it/s]\nEpoch 0: |          | 12428/? [1:12:36<00:00,  2.85it/s]\nEpoch 0: |          | 12428/? [1:12:36<00:00,  2.85it/s]\nEpoch 0: |          | 12429/? [1:12:36<00:00,  2.85it/s]\nEpoch 0: |          | 12429/? [1:12:36<00:00,  2.85it/s]\nEpoch 0: |          | 12430/? [1:12:37<00:00,  2.85it/s]\nEpoch 0: |          | 12430/? [1:12:37<00:00,  2.85it/s]\nEpoch 0: |          | 12431/? [1:12:37<00:00,  2.85it/s]\nEpoch 0: |          | 12431/? [1:12:37<00:00,  2.85it/s]\nEpoch 0: |          | 12432/? [1:12:37<00:00,  2.85it/s]\nEpoch 0: |          | 12432/? [1:12:37<00:00,  2.85it/s]\nEpoch 0: |          | 12433/? [1:12:38<00:00,  2.85it/s]\nEpoch 0: |          | 12433/? [1:12:38<00:00,  2.85it/s]\nEpoch 0: |          | 12434/? [1:12:38<00:00,  2.85it/s]\nEpoch 0: |          | 12434/? [1:12:38<00:00,  2.85it/s]\nEpoch 0: |          | 12435/? [1:12:38<00:00,  2.85it/s]\nEpoch 0: |          | 12435/? [1:12:38<00:00,  2.85it/s]\nEpoch 0: |          | 12436/? [1:12:38<00:00,  2.85it/s]\nEpoch 0: |          | 12436/? [1:12:38<00:00,  2.85it/s]\nEpoch 0: |          | 12437/? [1:12:39<00:00,  2.85it/s]\nEpoch 0: |          | 12437/? [1:12:39<00:00,  2.85it/s]\nEpoch 0: |          | 12438/? [1:12:39<00:00,  2.85it/s]\nEpoch 0: |          | 12438/? [1:12:39<00:00,  2.85it/s]\nEpoch 0: |          | 12439/? [1:12:39<00:00,  2.85it/s]\nEpoch 0: |          | 12439/? [1:12:39<00:00,  2.85it/s]\nEpoch 0: |          | 12440/? [1:12:40<00:00,  2.85it/s]\nEpoch 0: |          | 12440/? [1:12:40<00:00,  2.85it/s]\nEpoch 0: |          | 12441/? [1:12:40<00:00,  2.85it/s]\nEpoch 0: |          | 12441/? [1:12:40<00:00,  2.85it/s]\nEpoch 0: |          | 12442/? [1:12:40<00:00,  2.85it/s]\nEpoch 0: |          | 12442/? [1:12:40<00:00,  2.85it/s]\nEpoch 0: |          | 12443/? [1:12:40<00:00,  2.85it/s]\nEpoch 0: |          | 12443/? [1:12:40<00:00,  2.85it/s]\nEpoch 0: |          | 12444/? [1:12:41<00:00,  2.85it/s]\nEpoch 0: |          | 12444/? [1:12:41<00:00,  2.85it/s]\nEpoch 0: |          | 12445/? [1:12:41<00:00,  2.85it/s]\nEpoch 0: |          | 12445/? [1:12:41<00:00,  2.85it/s]\nEpoch 0: |          | 12446/? [1:12:41<00:00,  2.85it/s]\nEpoch 0: |          | 12446/? [1:12:41<00:00,  2.85it/s]\nEpoch 0: |          | 12447/? [1:12:42<00:00,  2.85it/s]\nEpoch 0: |          | 12447/? [1:12:42<00:00,  2.85it/s]\nEpoch 0: |          | 12448/? [1:12:42<00:00,  2.85it/s]\nEpoch 0: |          | 12448/? [1:12:42<00:00,  2.85it/s]\nEpoch 0: |          | 12449/? [1:12:42<00:00,  2.85it/s]\nEpoch 0: |          | 12449/? [1:12:42<00:00,  2.85it/s]\nEpoch 0: |          | 12450/? [1:12:43<00:00,  2.85it/s]\nEpoch 0: |          | 12450/? [1:12:43<00:00,  2.85it/s]\nEpoch 0: |          | 12451/? [1:12:43<00:00,  2.85it/s]\nEpoch 0: |          | 12451/? [1:12:43<00:00,  2.85it/s]\nEpoch 0: |          | 12452/? [1:12:43<00:00,  2.85it/s]\nEpoch 0: |          | 12452/? [1:12:43<00:00,  2.85it/s]\nEpoch 0: |          | 12453/? [1:12:43<00:00,  2.85it/s]\nEpoch 0: |          | 12453/? [1:12:43<00:00,  2.85it/s]\nEpoch 0: |          | 12454/? [1:12:44<00:00,  2.85it/s]\nEpoch 0: |          | 12454/? [1:12:44<00:00,  2.85it/s]\nEpoch 0: |          | 12455/? [1:12:44<00:00,  2.85it/s]\nEpoch 0: |          | 12455/? [1:12:44<00:00,  2.85it/s]\nEpoch 0: |          | 12456/? [1:12:44<00:00,  2.85it/s]\nEpoch 0: |          | 12456/? [1:12:44<00:00,  2.85it/s]\nEpoch 0: |          | 12457/? [1:12:45<00:00,  2.85it/s]\nEpoch 0: |          | 12457/? [1:12:45<00:00,  2.85it/s]\nEpoch 0: |          | 12458/? [1:12:45<00:00,  2.85it/s]\nEpoch 0: |          | 12458/? [1:12:45<00:00,  2.85it/s]\nEpoch 0: |          | 12459/? [1:12:45<00:00,  2.85it/s]\nEpoch 0: |          | 12459/? [1:12:45<00:00,  2.85it/s]\nEpoch 0: |          | 12460/? [1:12:45<00:00,  2.85it/s]\nEpoch 0: |          | 12460/? [1:12:45<00:00,  2.85it/s]\nEpoch 0: |          | 12461/? [1:12:46<00:00,  2.85it/s]\nEpoch 0: |          | 12461/? [1:12:46<00:00,  2.85it/s]\nEpoch 0: |          | 12462/? [1:12:46<00:00,  2.85it/s]\nEpoch 0: |          | 12462/? [1:12:46<00:00,  2.85it/s]\nEpoch 0: |          | 12463/? [1:12:46<00:00,  2.85it/s]\nEpoch 0: |          | 12463/? [1:12:46<00:00,  2.85it/s]\nEpoch 0: |          | 12464/? [1:12:47<00:00,  2.85it/s]\nEpoch 0: |          | 12464/? [1:12:47<00:00,  2.85it/s]\nEpoch 0: |          | 12465/? [1:12:47<00:00,  2.85it/s]\nEpoch 0: |          | 12465/? [1:12:47<00:00,  2.85it/s]\nEpoch 0: |          | 12466/? [1:12:47<00:00,  2.85it/s]\nEpoch 0: |          | 12466/? [1:12:47<00:00,  2.85it/s]\nEpoch 0: |          | 12467/? [1:12:47<00:00,  2.85it/s]\nEpoch 0: |          | 12467/? [1:12:47<00:00,  2.85it/s]\nEpoch 0: |          | 12468/? [1:12:48<00:00,  2.85it/s]\nEpoch 0: |          | 12468/? [1:12:48<00:00,  2.85it/s]\nEpoch 0: |          | 12469/? [1:12:48<00:00,  2.85it/s]\nEpoch 0: |          | 12469/? [1:12:48<00:00,  2.85it/s]\nEpoch 0: |          | 12470/? [1:12:48<00:00,  2.85it/s]\nEpoch 0: |          | 12470/? [1:12:48<00:00,  2.85it/s]\nEpoch 0: |          | 12471/? [1:12:49<00:00,  2.85it/s]\nEpoch 0: |          | 12471/? [1:12:49<00:00,  2.85it/s]\nEpoch 0: |          | 12472/? [1:12:49<00:00,  2.85it/s]\nEpoch 0: |          | 12472/? [1:12:49<00:00,  2.85it/s]\nEpoch 0: |          | 12473/? [1:12:49<00:00,  2.85it/s]\nEpoch 0: |          | 12473/? [1:12:49<00:00,  2.85it/s]\nEpoch 0: |          | 12474/? [1:12:49<00:00,  2.85it/s]\nEpoch 0: |          | 12474/? [1:12:49<00:00,  2.85it/s]\nEpoch 0: |          | 12475/? [1:12:50<00:00,  2.85it/s]\nEpoch 0: |          | 12475/? [1:12:50<00:00,  2.85it/s]\nEpoch 0: |          | 12476/? [1:12:50<00:00,  2.85it/s]\nEpoch 0: |          | 12476/? [1:12:50<00:00,  2.85it/s]\nEpoch 0: |          | 12477/? [1:12:50<00:00,  2.85it/s]\nEpoch 0: |          | 12477/? [1:12:50<00:00,  2.85it/s]\nEpoch 0: |          | 12478/? [1:12:51<00:00,  2.85it/s]\nEpoch 0: |          | 12478/? [1:12:51<00:00,  2.85it/s]\nEpoch 0: |          | 12479/? [1:12:51<00:00,  2.85it/s]\nEpoch 0: |          | 12479/? [1:12:51<00:00,  2.85it/s]\nEpoch 0: |          | 12480/? [1:12:51<00:00,  2.85it/s]\nEpoch 0: |          | 12480/? [1:12:51<00:00,  2.85it/s]\nEpoch 0: |          | 12481/? [1:12:52<00:00,  2.85it/s]\nEpoch 0: |          | 12481/? [1:12:52<00:00,  2.85it/s]\nEpoch 0: |          | 12482/? [1:12:52<00:00,  2.85it/s]\nEpoch 0: |          | 12482/? [1:12:52<00:00,  2.85it/s]\nEpoch 0: |          | 12483/? [1:12:52<00:00,  2.85it/s]\nEpoch 0: |          | 12483/? [1:12:52<00:00,  2.85it/s]\nEpoch 0: |          | 12484/? [1:12:52<00:00,  2.85it/s]\nEpoch 0: |          | 12484/? [1:12:52<00:00,  2.85it/s]\nEpoch 0: |          | 12485/? [1:12:53<00:00,  2.85it/s]\nEpoch 0: |          | 12485/? [1:12:53<00:00,  2.85it/s]\nEpoch 0: |          | 12486/? [1:12:53<00:00,  2.85it/s]\nEpoch 0: |          | 12486/? [1:12:53<00:00,  2.85it/s]\nEpoch 0: |          | 12487/? [1:12:53<00:00,  2.85it/s]\nEpoch 0: |          | 12487/? 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Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.\nTesting: |          | 0/? 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/tmp/outputs/imagedream-sd21-shading/Daenerys_Targaryen_from_game_of_throne,_full_body,_blender_3d,_artstation_and_behance,_Disney_Pixar,_Mobile_game_character,_clash_royale,_cute@20240112-135621/save\nLoading Multiview Diffusion ...\nInitializing Latent Diffusion Interface\ntime steps:  1000\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nmaking attention of type 'vanilla-xformers' with 512 in_channels\nbuilding MemoryEfficientAttnBlock with 512 in_channels...\nWorking with z of shape (1, 4, 32, 32) = 4096 dimensions.\nmaking attention of type 'vanilla-xformers' with 512 in_channels\nbuilding MemoryEfficientAttnBlock with 512 in_channels...\nLoaded Multiview Diffusion!\nUsing prompt [Daenerys Targaryen from game of throne, full body, blender 3d, artstation and behance, Disney Pixar, Mobile game character, clash royale, cute] and negative prompt [ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions]\nUsing view-dependent prompts [side]:[Daenerys Targaryen from game of throne, full body, blender 3d, artstation and behance, Disney Pixar, Mobile game character, clash royale, cute, side view] [front]:[Daenerys Targaryen from game of throne, full body, blender 3d, artstation and behance, Disney Pixar, Mobile game character, clash royale, cute, front view] [back]:[Daenerys Targaryen from game of throne, full body, blender 3d, artstation and behance, Disney Pixar, Mobile game character, clash royale, cute, back view] [overhead]:[Daenerys Targaryen from game of throne, full body, blender 3d, artstation and behance, Disney Pixar, Mobile game character, clash royale, cute, overhead view]\nUsing 16bit Automatic Mixed Precision (AMP)\nGPU available: True (cuda), used: True\nTPU available: False, using: 0 TPU cores\nIPU available: False, using: 0 IPUs\nHPU available: False, using: 0 HPUs\nMissing logger folder: /src/lightning_logs\nRestoring states from the checkpoint path at /tmp/outputs/imagedream-sd21-shading/Daenerys_Targaryen_from_game_of_throne,_full_body,_blender_3d,_artstation_and_behance,_Disney_Pixar,_Mobile_game_character,_clash_royale,_cute@20240112-135621/ckpts/last.ckpt\nLOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]\nLoaded model weights from the checkpoint at /tmp/outputs/imagedream-sd21-shading/Daenerys_Targaryen_from_game_of_throne,_full_body,_blender_3d,_artstation_and_behance,_Disney_Pixar,_Mobile_game_character,_clash_royale,_cute@20240112-135621/ckpts/last.ckpt\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'predict_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.\nPredicting: |          | 0/? 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  "metrics": {
    "predict_time": 4550.06477,
    "total_time": 4674.887028
  },
  "output": "https://replicate.delivery/pbxt/8JLwh4JtbWqffk5u4fTdEl6az7YQSVfp4Ga5xL8jjaWKMCvIB/mesh.glb",
  "started_at": "2024-01-12T13:56:12.680533Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/lkfgwplbydxbeer73deqkuogsy",
    "cancel": "https://api.replicate.com/v1/predictions/lkfgwplbydxbeer73deqkuogsy/cancel"
  },
  "version": "c94d52fa6963f1963d3c6856477599a4ae6f41b61b7ab6a2589c2af2c382e5fd"
}

Generated in

75 minutes 50 seconds

Tweak it Share Report

Seed set to 1320441689
[INFO] background removal...
Downloading data from 'https://github.com/danielgatis/rembg/releases/download/v0.0.0/u2net.onnx' to file '/root/.u2net/u2net.onnx'.
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2024-01-12 13:56:15.497420257 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 702, index: 0, mask: {48, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.497449497 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 705, index: 3, mask: {2, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.497425017 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 703, index: 1, mask: {1, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.497425567 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 704, index: 2, mask: {49, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.497481677 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 706, index: 4, mask: {50, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.497511667 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 707, index: 5, mask: {3, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.497552327 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 708, index: 6, mask: {51, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.497684106 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 713, index: 11, mask: {6, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.513397936 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 714, index: 12, mask: {54, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.525365567 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 720, index: 18, mask: {57, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.525633467 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 795, index: 93, mask: {47, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.525637378 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 794, index: 92, mask: {94, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.525639158 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 796, index: 94, mask: {95, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.529384425 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 778, index: 76, mask: {86, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.533352983 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 779, index: 77, mask: {39, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.537354919 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 780, index: 78, mask: {87, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.537369190 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 744, index: 42, mask: {69, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.537379279 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 781, index: 79, mask: {40, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.541369207 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 783, index: 81, mask: {41, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.545351714 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 784, index: 82, mask: {89, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.549364362 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 786, index: 84, mask: {90, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.549377771 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 745, index: 43, mask: {22, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.553352609 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 787, index: 85, mask: {43, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.557365406 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 792, index: 90, mask: {93, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.558187756 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 722, index: 20, mask: {58, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.558237325 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 726, index: 24, mask: {60, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.558267175 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 788, index: 86, mask: {91, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.558272795 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 752, index: 50, mask: {73, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.558306585 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 765, index: 63, mask: {32, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.565398600 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 766, index: 64, mask: {80, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.566324210 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 767, index: 65, mask: {33, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.573382266 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 768, index: 66, mask: {81, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.585359618 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 769, index: 67, mask: {34, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.597359349 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 755, index: 53, mask: {27, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.609376591 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 771, index: 69, mask: {35, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.617417825 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 773, index: 71, mask: {36, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.617483545 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 763, index: 61, mask: {31, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.617503985 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 727, index: 25, mask: {13, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.617567795 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 730, index: 28, mask: {62, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.525500387 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 776, index: 74, mask: {85, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.525614827 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 749, index: 47, mask: {24, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.525592578 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 739, index: 37, mask: {19, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.549356762 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 719, index: 17, mask: {9, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.633672524 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 785, index: 83, mask: {42, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.617427475 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 758, index: 56, mask: {76, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.609348861 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 770, index: 68, mask: {82, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.558200696 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 746, index: 44, mask: {70, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.525536447 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 721, index: 19, mask: {10, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.617466775 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 762, index: 60, mask: {78, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.525565747 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 738, index: 36, mask: {66, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.558218305 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 747, index: 45, mask: {23, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.558250755 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 748, index: 46, mask: {71, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.641341609 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 791, index: 89, mask: {45, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.641368219 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 793, index: 91, mask: {46, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.566304000 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 753, index: 51, mask: {26, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.617448645 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 760, index: 58, mask: {77, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.617537035 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 728, index: 26, mask: {61, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.525627527 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 751, index: 49, mask: {25, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.617554145 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 729, index: 27, mask: {14, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.633668164 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 782, index: 80, mask: {88, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.609361471 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 756, index: 54, mask: {75, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.573354046 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 754, index: 52, mask: {74, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.617389105 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 772, index: 70, mask: {83, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.617405425 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 757, index: 55, mask: {28, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.525598958 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 742, index: 40, mask: {68, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.657348248 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 790, index: 88, mask: {92, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.649341523 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 789, index: 87, mask: {44, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.661358835 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 723, index: 21, mask: {11, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.665361293 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 775, index: 73, mask: {37, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.665371683 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 737, index: 35, mask: {18, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.633633965 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 777, index: 75, mask: {38, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.637359471 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 764, index: 62, mask: {79, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.637831081 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 716, index: 14, mask: {55, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.633720774 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 741, index: 39, mask: {20, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.649355374 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 761, index: 59, mask: {30, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.645372797 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 774, index: 72, mask: {84, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.641345519 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 750, index: 48, mask: {72, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.649344754 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 759, index: 57, mask: {29, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.641343459 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 740, index: 38, mask: {67, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.637839621 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 717, index: 15, mask: {8, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.633645854 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 715, index: 13, mask: {7, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.641356159 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 743, index: 41, mask: {21, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.633637574 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 725, index: 23, mask: {12, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.633622925 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 724, index: 22, mask: {59, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 13:56:15.703820367 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 718, index: 16, mask: {56, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
Loading Multiview Diffusion ...
Initializing Latent Diffusion Interface
time steps:  1000
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
making attention of type 'vanilla-xformers' with 512 in_channels
building MemoryEfficientAttnBlock with 512 in_channels...
Working with z of shape (1, 4, 32, 32) = 4096 dimensions.
making attention of type 'vanilla-xformers' with 512 in_channels
building MemoryEfficientAttnBlock with 512 in_channels...
Loaded Multiview Diffusion!
Using prompt [Daenerys Targaryen from game of throne, full body, blender 3d, artstation and behance, Disney Pixar, Mobile game character, clash royale, cute] and negative prompt [ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions]
Using view-dependent prompts [side]:[Daenerys Targaryen from game of throne, full body, blender 3d, artstation and behance, Disney Pixar, Mobile game character, clash royale, cute, side view] [front]:[Daenerys Targaryen from game of throne, full body, blender 3d, artstation and behance, Disney Pixar, Mobile game character, clash royale, cute, front view] [back]:[Daenerys Targaryen from game of throne, full body, blender 3d, artstation and behance, Disney Pixar, Mobile game character, clash royale, cute, back view] [overhead]:[Daenerys Targaryen from game of throne, full body, blender 3d, artstation and behance, Disney Pixar, Mobile game character, clash royale, cute, overhead view]
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_5m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_5m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.
return register_model(fn_wrapper)
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_11m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_11m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.
return register_model(fn_wrapper)
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.
return register_model(fn_wrapper)
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_384 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected.
return register_model(fn_wrapper)
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_512 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected.
return register_model(fn_wrapper)
Using 16bit Automatic Mixed Precision (AMP)
GPU available: True (cuda), used: True
TPU available: False, using: 0 TPU cores
IPU available: False, using: 0 IPUs
HPU available: False, using: 0 HPUs
You are using a CUDA device ('NVIDIA A40') that has Tensor Cores. To properly utilize them, you should set `torch.set_float32_matmul_precision('medium' | 'high')` which will trade-off precision for performance. For more details, read https://pytorch.org/docs/stable/generated/torch.set_float32_matmul_precision.html#torch.set_float32_matmul_precision
LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]
| Name       | Type                           | Params
--------------------------------------------------------------
0 | geometry   | ImplicitVolume                 | 12.6 M
1 | material   | DiffuseWithPointLightMaterial  | 0
2 | background | NeuralEnvironmentMapBackground | 448
3 | renderer   | NeRFVolumeRenderer             | 0
4 | guidance   | MultiviewDiffusionGuidance     | 2.0 B
--------------------------------------------------------------
12.6 M    Trainable params
2.0 B     Non-trainable params
2.0 B     Total params
8,096.164 Total estimated model params size (MB)
Validation results will be saved to /tmp/outputs/imagedream-sd21-shading/Daenerys_Targaryen_from_game_of_throne,_full_body,_blender_3d,_artstation_and_behance,_Disney_Pixar,_Mobile_game_character,_clash_royale,_cute@20240112-135621/save
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'train_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'val_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.
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Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:01,  1.78it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.72it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:01<00:00,  1.75it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:02<00:00,  1.72it/s]

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Epoch 0: |          | 400/? [03:48<00:00,  1.75it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:01,  2.09it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.96it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:01<00:00,  1.99it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:02<00:00,  1.97it/s]

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Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:01,  1.87it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.71it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:01<00:00,  1.74it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:02<00:00,  1.75it/s]

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Epoch 0: |          | 732/? [06:50<00:00,  1.78it/s]
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Epoch 0: |          | 751/? [07:01<00:00,  1.78it/s]
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Epoch 0: |          | 763/? [07:08<00:00,  1.78it/s]
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Epoch 0: |          | 764/? [07:08<00:00,  1.78it/s]
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Epoch 0: |          | 765/? [07:09<00:00,  1.78it/s]
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Epoch 0: |          | 766/? [07:09<00:00,  1.78it/s]
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Epoch 0: |          | 767/? [07:10<00:00,  1.78it/s]
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Epoch 0: |          | 768/? [07:10<00:00,  1.78it/s]
Epoch 0: |          | 768/? [07:10<00:00,  1.78it/s]
Epoch 0: |          | 769/? [07:11<00:00,  1.78it/s]
Epoch 0: |          | 769/? [07:11<00:00,  1.78it/s]
Epoch 0: |          | 770/? [07:11<00:00,  1.78it/s]
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Epoch 0: |          | 771/? [07:12<00:00,  1.78it/s]
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Epoch 0: |          | 772/? [07:13<00:00,  1.78it/s]
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Epoch 0: |          | 773/? [07:13<00:00,  1.78it/s]
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Epoch 0: |          | 774/? [07:14<00:00,  1.78it/s]
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Epoch 0: |          | 776/? [07:15<00:00,  1.78it/s]
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Epoch 0: |          | 778/? [07:16<00:00,  1.78it/s]
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Epoch 0: |          | 780/? [07:17<00:00,  1.78it/s]
Epoch 0: |          | 780/? [07:17<00:00,  1.78it/s]
Epoch 0: |          | 781/? [07:18<00:00,  1.78it/s]
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Epoch 0: |          | 783/? [07:19<00:00,  1.78it/s]
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Epoch 0: |          | 784/? [07:20<00:00,  1.78it/s]
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Epoch 0: |          | 786/? [07:21<00:00,  1.78it/s]
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Epoch 0: |          | 788/? [07:22<00:00,  1.78it/s]
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Epoch 0: |          | 790/? [07:23<00:00,  1.78it/s]
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Epoch 0: |          | 791/? [07:24<00:00,  1.78it/s]
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Epoch 0: |          | 793/? [07:25<00:00,  1.78it/s]
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Epoch 0: |          | 795/? [07:26<00:00,  1.78it/s]
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Epoch 0: |          | 797/? [07:27<00:00,  1.78it/s]
Epoch 0: |          | 797/? [07:27<00:00,  1.78it/s]
Epoch 0: |          | 798/? [07:28<00:00,  1.78it/s]
Epoch 0: |          | 798/? [07:28<00:00,  1.78it/s]
Epoch 0: |          | 799/? [07:28<00:00,  1.78it/s]
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Epoch 0: |          | 800/? [07:29<00:00,  1.78it/s]
Epoch 0: |          | 800/? [07:29<00:00,  1.78it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:01,  1.51it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.38it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:02<00:00,  1.39it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:02<00:00,  1.41it/s]

Epoch 0: |          | 800/? [07:32<00:00,  1.77it/s]
Epoch 0: |          | 801/? [07:32<00:00,  1.77it/s]
Epoch 0: |          | 801/? [07:32<00:00,  1.77it/s]
Epoch 0: |          | 802/? [07:33<00:00,  1.77it/s]
Epoch 0: |          | 802/? [07:33<00:00,  1.77it/s]
Epoch 0: |          | 803/? [07:33<00:00,  1.77it/s]
Epoch 0: |          | 803/? [07:33<00:00,  1.77it/s]
Epoch 0: |          | 804/? [07:34<00:00,  1.77it/s]
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Epoch 0: |          | 805/? [07:34<00:00,  1.77it/s]
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Epoch 0: |          | 806/? [07:35<00:00,  1.77it/s]
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Epoch 0: |          | 807/? [07:36<00:00,  1.77it/s]
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Epoch 0: |          | 808/? [07:36<00:00,  1.77it/s]
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Epoch 0: |          | 809/? [07:37<00:00,  1.77it/s]
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Epoch 0: |          | 810/? [07:37<00:00,  1.77it/s]
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Epoch 0: |          | 811/? [07:38<00:00,  1.77it/s]
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Epoch 0: |          | 812/? [07:39<00:00,  1.77it/s]
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Epoch 0: |          | 813/? [07:39<00:00,  1.77it/s]
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Epoch 0: |          | 814/? [07:40<00:00,  1.77it/s]
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Epoch 0: |          | 815/? [07:40<00:00,  1.77it/s]
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Epoch 0: |          | 820/? [07:43<00:00,  1.77it/s]
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Epoch 0: |          | 821/? [07:44<00:00,  1.77it/s]
Epoch 0: |          | 821/? [07:44<00:00,  1.77it/s]
Epoch 0: |          | 822/? [07:44<00:00,  1.77it/s]
Epoch 0: |          | 822/? [07:44<00:00,  1.77it/s]
Epoch 0: |          | 823/? [07:45<00:00,  1.77it/s]
Epoch 0: |          | 823/? [07:45<00:00,  1.77it/s]
Epoch 0: |          | 824/? [07:45<00:00,  1.77it/s]
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Epoch 0: |          | 825/? [07:46<00:00,  1.77it/s]
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Epoch 0: |          | 826/? [07:47<00:00,  1.77it/s]
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Epoch 0: |          | 827/? [07:47<00:00,  1.77it/s]
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Epoch 0: |          | 828/? [07:48<00:00,  1.77it/s]
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Epoch 0: |          | 829/? [07:48<00:00,  1.77it/s]
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Epoch 0: |          | 830/? [07:49<00:00,  1.77it/s]
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Epoch 0: |          | 831/? [07:49<00:00,  1.77it/s]
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Epoch 0: |          | 832/? [07:50<00:00,  1.77it/s]
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Epoch 0: |          | 833/? [07:50<00:00,  1.77it/s]
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Epoch 0: |          | 834/? [07:51<00:00,  1.77it/s]
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Epoch 0: |          | 835/? [07:52<00:00,  1.77it/s]
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Epoch 0: |          | 836/? [07:52<00:00,  1.77it/s]
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Epoch 0: |          | 837/? [07:53<00:00,  1.77it/s]
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Epoch 0: |          | 838/? [07:53<00:00,  1.77it/s]
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Epoch 0: |          | 980/? [09:16<00:00,  1.76it/s]
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Epoch 0: |          | 981/? [09:16<00:00,  1.76it/s]
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Epoch 0: |          | 990/? [09:22<00:00,  1.76it/s]
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Epoch 0: |          | 999/? [09:27<00:00,  1.76it/s]
Epoch 0: |          | 999/? [09:27<00:00,  1.76it/s]
Epoch 0: |          | 1000/? [09:28<00:00,  1.76it/s]
Epoch 0: |          | 1000/? [09:28<00:00,  1.76it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:02,  1.33it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.24it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:02<00:00,  1.27it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:03<00:00,  1.29it/s]

Epoch 0: |          | 1000/? [09:31<00:00,  1.75it/s]
Epoch 0: |          | 1001/? [09:31<00:00,  1.75it/s]
Epoch 0: |          | 1001/? [09:31<00:00,  1.75it/s]
Epoch 0: |          | 1002/? [09:32<00:00,  1.75it/s]
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Epoch 0: |          | 1003/? [09:32<00:00,  1.75it/s]
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Epoch 0: |          | 1004/? [09:33<00:00,  1.75it/s]
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Epoch 0: |          | 1005/? [09:34<00:00,  1.75it/s]
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Epoch 0: |          | 1006/? [09:34<00:00,  1.75it/s]
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Epoch 0: |          | 1007/? [09:35<00:00,  1.75it/s]
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Epoch 0: |          | 1008/? [09:35<00:00,  1.75it/s]
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Epoch 0: |          | 1009/? [09:36<00:00,  1.75it/s]
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Epoch 0: |          | 1010/? [09:36<00:00,  1.75it/s]
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Epoch 0: |          | 1011/? [09:37<00:00,  1.75it/s]
Epoch 0: |          | 1011/? [09:37<00:00,  1.75it/s]
Epoch 0: |          | 1012/? [09:38<00:00,  1.75it/s]
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Epoch 0: |          | 1013/? [09:38<00:00,  1.75it/s]
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Epoch 0: |          | 1014/? [09:39<00:00,  1.75it/s]
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Epoch 0: |          | 1015/? [09:39<00:00,  1.75it/s]
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Epoch 0: |          | 1016/? [09:40<00:00,  1.75it/s]
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Epoch 0: |          | 1017/? [09:40<00:00,  1.75it/s]
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Epoch 0: |          | 1018/? [09:41<00:00,  1.75it/s]
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Epoch 0: |          | 1019/? [09:42<00:00,  1.75it/s]
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Epoch 0: |          | 1020/? [09:42<00:00,  1.75it/s]
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Epoch 0: |          | 1021/? [09:43<00:00,  1.75it/s]
Epoch 0: |          | 1021/? [09:43<00:00,  1.75it/s]
Epoch 0: |          | 1022/? [09:43<00:00,  1.75it/s]
Epoch 0: |          | 1022/? [09:43<00:00,  1.75it/s]
Epoch 0: |          | 1023/? [09:44<00:00,  1.75it/s]
Epoch 0: |          | 1023/? [09:44<00:00,  1.75it/s]
Epoch 0: |          | 1024/? [09:45<00:00,  1.75it/s]
Epoch 0: |          | 1024/? [09:45<00:00,  1.75it/s]
Epoch 0: |          | 1025/? [09:45<00:00,  1.75it/s]
Epoch 0: |          | 1025/? [09:45<00:00,  1.75it/s]
Epoch 0: |          | 1026/? [09:46<00:00,  1.75it/s]
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Epoch 0: |          | 1027/? [09:46<00:00,  1.75it/s]
Epoch 0: |          | 1027/? [09:46<00:00,  1.75it/s]
Epoch 0: |          | 1028/? [09:47<00:00,  1.75it/s]
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Epoch 0: |          | 1029/? [09:47<00:00,  1.75it/s]
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Epoch 0: |          | 1030/? [09:48<00:00,  1.75it/s]
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Epoch 0: |          | 1031/? [09:49<00:00,  1.75it/s]
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Epoch 0: |          | 1032/? [09:49<00:00,  1.75it/s]
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Epoch 0: |          | 1033/? [09:50<00:00,  1.75it/s]
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Epoch 0: |          | 1034/? [09:50<00:00,  1.75it/s]
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Epoch 0: |          | 1035/? [09:51<00:00,  1.75it/s]
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Epoch 0: |          | 1036/? [09:52<00:00,  1.75it/s]
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Epoch 0: |          | 1038/? [09:53<00:00,  1.75it/s]
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Epoch 0: |          | 1041/? [09:54<00:00,  1.75it/s]
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Epoch 0: |          | 1046/? [09:57<00:00,  1.75it/s]
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Epoch 0: |          | 1047/? [09:58<00:00,  1.75it/s]
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Epoch 0: |          | 1050/? [10:00<00:00,  1.75it/s]
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Epoch 0: |          | 1055/? [10:03<00:00,  1.75it/s]
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Epoch 0: |          | 1064/? [10:08<00:00,  1.75it/s]
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Epoch 0: |          | 1066/? [10:10<00:00,  1.75it/s]
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Epoch 0: |          | 1067/? [10:10<00:00,  1.75it/s]
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Epoch 0: |          | 1068/? [10:11<00:00,  1.75it/s]
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Epoch 0: |          | 1069/? [10:11<00:00,  1.75it/s]
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Epoch 0: |          | 1070/? [10:12<00:00,  1.75it/s]
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Epoch 0: |          | 1071/? [10:13<00:00,  1.75it/s]
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Epoch 0: |          | 1072/? [10:13<00:00,  1.75it/s]
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Epoch 0: |          | 1073/? [10:14<00:00,  1.75it/s]
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Epoch 0: |          | 1074/? [10:14<00:00,  1.75it/s]
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Epoch 0: |          | 1075/? [10:15<00:00,  1.75it/s]
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Epoch 0: |          | 1076/? [10:15<00:00,  1.75it/s]
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Epoch 0: |          | 1077/? [10:16<00:00,  1.75it/s]
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Epoch 0: |          | 1078/? [10:17<00:00,  1.75it/s]
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Epoch 0: |          | 1079/? [10:17<00:00,  1.75it/s]
Epoch 0: |          | 1079/? [10:17<00:00,  1.75it/s]
Epoch 0: |          | 1080/? [10:18<00:00,  1.75it/s]
Epoch 0: |          | 1080/? [10:18<00:00,  1.75it/s]
Epoch 0: |          | 1081/? [10:18<00:00,  1.75it/s]
Epoch 0: |          | 1081/? [10:18<00:00,  1.75it/s]
Epoch 0: |          | 1082/? [10:19<00:00,  1.75it/s]
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Epoch 0: |          | 1083/? [10:20<00:00,  1.75it/s]
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Epoch 0: |          | 1084/? [10:20<00:00,  1.75it/s]
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Epoch 0: |          | 1085/? [10:21<00:00,  1.75it/s]
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Epoch 0: |          | 1086/? [10:21<00:00,  1.75it/s]
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Epoch 0: |          | 1087/? [10:22<00:00,  1.75it/s]
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Epoch 0: |          | 1088/? [10:22<00:00,  1.75it/s]
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Epoch 0: |          | 1089/? [10:23<00:00,  1.75it/s]
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Epoch 0: |          | 1090/? [10:24<00:00,  1.75it/s]
Epoch 0: |          | 1090/? [10:24<00:00,  1.75it/s]
Epoch 0: |          | 1091/? [10:24<00:00,  1.75it/s]
Epoch 0: |          | 1091/? [10:24<00:00,  1.75it/s]
Epoch 0: |          | 1092/? [10:25<00:00,  1.75it/s]
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Epoch 0: |          | 1093/? [10:25<00:00,  1.75it/s]
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Epoch 0: |          | 1094/? [10:26<00:00,  1.75it/s]
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Epoch 0: |          | 1095/? [10:27<00:00,  1.75it/s]
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Epoch 0: |          | 1096/? [10:27<00:00,  1.75it/s]
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Epoch 0: |          | 1097/? [10:28<00:00,  1.75it/s]
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Epoch 0: |          | 1099/? [10:29<00:00,  1.75it/s]
Epoch 0: |          | 1099/? [10:29<00:00,  1.75it/s]
Epoch 0: |          | 1100/? [10:29<00:00,  1.75it/s]
Epoch 0: |          | 1100/? [10:29<00:00,  1.75it/s]
Epoch 0: |          | 1101/? [10:30<00:00,  1.75it/s]
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Epoch 0: |          | 1102/? [10:31<00:00,  1.75it/s]
Epoch 0: |          | 1102/? [10:31<00:00,  1.75it/s]
Epoch 0: |          | 1103/? [10:31<00:00,  1.75it/s]
Epoch 0: |          | 1103/? [10:31<00:00,  1.75it/s]
Epoch 0: |          | 1104/? [10:32<00:00,  1.75it/s]
Epoch 0: |          | 1104/? [10:32<00:00,  1.75it/s]
Epoch 0: |          | 1105/? [10:32<00:00,  1.75it/s]
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Epoch 0: |          | 1106/? [10:33<00:00,  1.75it/s]
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Epoch 0: |          | 1107/? [10:34<00:00,  1.75it/s]
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Epoch 0: |          | 1109/? [10:35<00:00,  1.75it/s]
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Epoch 0: |          | 1111/? [10:36<00:00,  1.75it/s]
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Epoch 0: |          | 1112/? [10:36<00:00,  1.75it/s]
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Epoch 0: |          | 1113/? [10:37<00:00,  1.75it/s]
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Epoch 0: |          | 1114/? [10:38<00:00,  1.75it/s]
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Epoch 0: |          | 1116/? [10:39<00:00,  1.75it/s]
Epoch 0: |          | 1116/? [10:39<00:00,  1.75it/s]
Epoch 0: |          | 1117/? [10:39<00:00,  1.75it/s]
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Epoch 0: |          | 1118/? [10:40<00:00,  1.75it/s]
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Epoch 0: |          | 1119/? [10:40<00:00,  1.75it/s]
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Epoch 0: |          | 1120/? [10:41<00:00,  1.75it/s]
Epoch 0: |          | 1120/? [10:41<00:00,  1.75it/s]
Epoch 0: |          | 1121/? [10:42<00:00,  1.75it/s]
Epoch 0: |          | 1121/? [10:42<00:00,  1.75it/s]
Epoch 0: |          | 1122/? [10:42<00:00,  1.75it/s]
Epoch 0: |          | 1122/? [10:42<00:00,  1.75it/s]
Epoch 0: |          | 1123/? [10:43<00:00,  1.75it/s]
Epoch 0: |          | 1123/? [10:43<00:00,  1.75it/s]
Epoch 0: |          | 1124/? [10:43<00:00,  1.75it/s]
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Epoch 0: |          | 1125/? [10:44<00:00,  1.75it/s]
Epoch 0: |          | 1125/? [10:44<00:00,  1.75it/s]
Epoch 0: |          | 1126/? [10:45<00:00,  1.75it/s]
Epoch 0: |          | 1126/? [10:45<00:00,  1.75it/s]
Epoch 0: |          | 1127/? [10:45<00:00,  1.75it/s]
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Epoch 0: |          | 1128/? [10:46<00:00,  1.75it/s]
Epoch 0: |          | 1128/? [10:46<00:00,  1.75it/s]
Epoch 0: |          | 1129/? [10:46<00:00,  1.75it/s]
Epoch 0: |          | 1129/? [10:46<00:00,  1.75it/s]
Epoch 0: |          | 1130/? [10:47<00:00,  1.75it/s]
Epoch 0: |          | 1130/? [10:47<00:00,  1.75it/s]
Epoch 0: |          | 1131/? [10:47<00:00,  1.75it/s]
Epoch 0: |          | 1131/? [10:47<00:00,  1.75it/s]
Epoch 0: |          | 1132/? [10:48<00:00,  1.75it/s]
Epoch 0: |          | 1132/? [10:48<00:00,  1.75it/s]
Epoch 0: |          | 1133/? [10:49<00:00,  1.75it/s]
Epoch 0: |          | 1133/? [10:49<00:00,  1.75it/s]
Epoch 0: |          | 1134/? [10:49<00:00,  1.75it/s]
Epoch 0: |          | 1134/? [10:49<00:00,  1.75it/s]
Epoch 0: |          | 1135/? [10:50<00:00,  1.75it/s]
Epoch 0: |          | 1135/? [10:50<00:00,  1.75it/s]
Epoch 0: |          | 1136/? [10:50<00:00,  1.75it/s]
Epoch 0: |          | 1136/? [10:50<00:00,  1.75it/s]
Epoch 0: |          | 1137/? [10:51<00:00,  1.75it/s]
Epoch 0: |          | 1137/? [10:51<00:00,  1.75it/s]
Epoch 0: |          | 1138/? [10:51<00:00,  1.75it/s]
Epoch 0: |          | 1138/? [10:51<00:00,  1.75it/s]
Epoch 0: |          | 1139/? [10:52<00:00,  1.75it/s]
Epoch 0: |          | 1139/? [10:52<00:00,  1.75it/s]
Epoch 0: |          | 1140/? [10:53<00:00,  1.75it/s]
Epoch 0: |          | 1140/? [10:53<00:00,  1.75it/s]
Epoch 0: |          | 1141/? [10:53<00:00,  1.75it/s]
Epoch 0: |          | 1141/? [10:53<00:00,  1.75it/s]
Epoch 0: |          | 1142/? [10:54<00:00,  1.75it/s]
Epoch 0: |          | 1142/? [10:54<00:00,  1.75it/s]
Epoch 0: |          | 1143/? [10:54<00:00,  1.75it/s]
Epoch 0: |          | 1143/? [10:54<00:00,  1.75it/s]
Epoch 0: |          | 1144/? [10:55<00:00,  1.75it/s]
Epoch 0: |          | 1144/? [10:55<00:00,  1.75it/s]
Epoch 0: |          | 1145/? [10:55<00:00,  1.75it/s]
Epoch 0: |          | 1145/? [10:55<00:00,  1.75it/s]
Epoch 0: |          | 1146/? [10:56<00:00,  1.75it/s]
Epoch 0: |          | 1146/? [10:56<00:00,  1.75it/s]
Epoch 0: |          | 1147/? [10:56<00:00,  1.75it/s]
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Epoch 0: |          | 1148/? [10:57<00:00,  1.75it/s]
Epoch 0: |          | 1148/? [10:57<00:00,  1.75it/s]
Epoch 0: |          | 1149/? [10:58<00:00,  1.75it/s]
Epoch 0: |          | 1149/? [10:58<00:00,  1.75it/s]
Epoch 0: |          | 1150/? [10:58<00:00,  1.75it/s]
Epoch 0: |          | 1150/? [10:58<00:00,  1.75it/s]
Epoch 0: |          | 1151/? [10:59<00:00,  1.75it/s]
Epoch 0: |          | 1151/? [10:59<00:00,  1.75it/s]
Epoch 0: |          | 1152/? [10:59<00:00,  1.75it/s]
Epoch 0: |          | 1152/? [10:59<00:00,  1.75it/s]
Epoch 0: |          | 1153/? [11:00<00:00,  1.75it/s]
Epoch 0: |          | 1153/? [11:00<00:00,  1.75it/s]
Epoch 0: |          | 1154/? [11:00<00:00,  1.75it/s]
Epoch 0: |          | 1154/? [11:00<00:00,  1.75it/s]
Epoch 0: |          | 1155/? [11:01<00:00,  1.75it/s]
Epoch 0: |          | 1155/? [11:01<00:00,  1.75it/s]
Epoch 0: |          | 1156/? [11:01<00:00,  1.75it/s]
Epoch 0: |          | 1156/? [11:01<00:00,  1.75it/s]
Epoch 0: |          | 1157/? [11:02<00:00,  1.75it/s]
Epoch 0: |          | 1157/? [11:02<00:00,  1.75it/s]
Epoch 0: |          | 1158/? [11:02<00:00,  1.75it/s]
Epoch 0: |          | 1158/? [11:02<00:00,  1.75it/s]
Epoch 0: |          | 1159/? [11:03<00:00,  1.75it/s]
Epoch 0: |          | 1159/? [11:03<00:00,  1.75it/s]
Epoch 0: |          | 1160/? [11:03<00:00,  1.75it/s]
Epoch 0: |          | 1160/? [11:03<00:00,  1.75it/s]
Epoch 0: |          | 1161/? [11:04<00:00,  1.75it/s]
Epoch 0: |          | 1161/? [11:04<00:00,  1.75it/s]
Epoch 0: |          | 1162/? [11:04<00:00,  1.75it/s]
Epoch 0: |          | 1162/? [11:04<00:00,  1.75it/s]
Epoch 0: |          | 1163/? [11:05<00:00,  1.75it/s]
Epoch 0: |          | 1163/? [11:05<00:00,  1.75it/s]
Epoch 0: |          | 1164/? [11:05<00:00,  1.75it/s]
Epoch 0: |          | 1164/? [11:05<00:00,  1.75it/s]
Epoch 0: |          | 1165/? [11:06<00:00,  1.75it/s]
Epoch 0: |          | 1165/? [11:06<00:00,  1.75it/s]
Epoch 0: |          | 1166/? [11:06<00:00,  1.75it/s]
Epoch 0: |          | 1166/? [11:06<00:00,  1.75it/s]
Epoch 0: |          | 1167/? [11:07<00:00,  1.75it/s]
Epoch 0: |          | 1167/? [11:07<00:00,  1.75it/s]
Epoch 0: |          | 1168/? [11:07<00:00,  1.75it/s]
Epoch 0: |          | 1168/? [11:07<00:00,  1.75it/s]
Epoch 0: |          | 1169/? [11:08<00:00,  1.75it/s]
Epoch 0: |          | 1169/? [11:08<00:00,  1.75it/s]
Epoch 0: |          | 1170/? [11:08<00:00,  1.75it/s]
Epoch 0: |          | 1170/? [11:08<00:00,  1.75it/s]
Epoch 0: |          | 1171/? [11:09<00:00,  1.75it/s]
Epoch 0: |          | 1171/? [11:09<00:00,  1.75it/s]
Epoch 0: |          | 1172/? [11:09<00:00,  1.75it/s]
Epoch 0: |          | 1172/? [11:09<00:00,  1.75it/s]
Epoch 0: |          | 1173/? [11:10<00:00,  1.75it/s]
Epoch 0: |          | 1173/? [11:10<00:00,  1.75it/s]
Epoch 0: |          | 1174/? [11:10<00:00,  1.75it/s]
Epoch 0: |          | 1174/? [11:10<00:00,  1.75it/s]
Epoch 0: |          | 1175/? [11:11<00:00,  1.75it/s]
Epoch 0: |          | 1175/? [11:11<00:00,  1.75it/s]
Epoch 0: |          | 1176/? [11:11<00:00,  1.75it/s]
Epoch 0: |          | 1176/? [11:11<00:00,  1.75it/s]
Epoch 0: |          | 1177/? [11:12<00:00,  1.75it/s]
Epoch 0: |          | 1177/? [11:12<00:00,  1.75it/s]
Epoch 0: |          | 1178/? [11:12<00:00,  1.75it/s]
Epoch 0: |          | 1178/? [11:12<00:00,  1.75it/s]
Epoch 0: |          | 1179/? [11:13<00:00,  1.75it/s]
Epoch 0: |          | 1179/? [11:13<00:00,  1.75it/s]
Epoch 0: |          | 1180/? [11:13<00:00,  1.75it/s]
Epoch 0: |          | 1180/? [11:13<00:00,  1.75it/s]
Epoch 0: |          | 1181/? [11:14<00:00,  1.75it/s]
Epoch 0: |          | 1181/? [11:14<00:00,  1.75it/s]
Epoch 0: |          | 1182/? [11:14<00:00,  1.75it/s]
Epoch 0: |          | 1182/? [11:14<00:00,  1.75it/s]
Epoch 0: |          | 1183/? [11:15<00:00,  1.75it/s]
Epoch 0: |          | 1183/? [11:15<00:00,  1.75it/s]
Epoch 0: |          | 1184/? [11:15<00:00,  1.75it/s]
Epoch 0: |          | 1184/? [11:15<00:00,  1.75it/s]
Epoch 0: |          | 1185/? [11:15<00:00,  1.75it/s]
Epoch 0: |          | 1185/? [11:15<00:00,  1.75it/s]
Epoch 0: |          | 1186/? [11:16<00:00,  1.75it/s]
Epoch 0: |          | 1186/? [11:16<00:00,  1.75it/s]
Epoch 0: |          | 1187/? [11:16<00:00,  1.75it/s]
Epoch 0: |          | 1187/? [11:16<00:00,  1.75it/s]
Epoch 0: |          | 1188/? [11:17<00:00,  1.75it/s]
Epoch 0: |          | 1188/? [11:17<00:00,  1.75it/s]
Epoch 0: |          | 1189/? [11:17<00:00,  1.75it/s]
Epoch 0: |          | 1189/? [11:17<00:00,  1.75it/s]
Epoch 0: |          | 1190/? [11:18<00:00,  1.75it/s]
Epoch 0: |          | 1190/? [11:18<00:00,  1.75it/s]
Epoch 0: |          | 1191/? [11:18<00:00,  1.75it/s]
Epoch 0: |          | 1191/? [11:18<00:00,  1.75it/s]
Epoch 0: |          | 1192/? [11:19<00:00,  1.75it/s]
Epoch 0: |          | 1192/? [11:19<00:00,  1.75it/s]
Epoch 0: |          | 1193/? [11:19<00:00,  1.76it/s]
Epoch 0: |          | 1193/? [11:19<00:00,  1.76it/s]
Epoch 0: |          | 1194/? [11:20<00:00,  1.76it/s]
Epoch 0: |          | 1194/? [11:20<00:00,  1.76it/s]
Epoch 0: |          | 1195/? [11:20<00:00,  1.76it/s]
Epoch 0: |          | 1195/? [11:20<00:00,  1.76it/s]
Epoch 0: |          | 1196/? [11:21<00:00,  1.76it/s]
Epoch 0: |          | 1196/? [11:21<00:00,  1.76it/s]
Epoch 0: |          | 1197/? [11:21<00:00,  1.76it/s]
Epoch 0: |          | 1197/? [11:21<00:00,  1.76it/s]
Epoch 0: |          | 1198/? [11:22<00:00,  1.76it/s]
Epoch 0: |          | 1198/? [11:22<00:00,  1.76it/s]
Epoch 0: |          | 1199/? [11:22<00:00,  1.76it/s]
Epoch 0: |          | 1199/? [11:22<00:00,  1.76it/s]
Epoch 0: |          | 1200/? [11:22<00:00,  1.76it/s]
Epoch 0: |          | 1200/? [11:22<00:00,  1.76it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:01,  2.38it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  2.25it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:01<00:00,  2.26it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  2.29it/s]

Epoch 0: |          | 1200/? [11:24<00:00,  1.75it/s]
Epoch 0: |          | 1201/? [11:25<00:00,  1.75it/s]
Epoch 0: |          | 1201/? [11:25<00:00,  1.75it/s]
Epoch 0: |          | 1202/? [11:25<00:00,  1.75it/s]
Epoch 0: |          | 1202/? [11:25<00:00,  1.75it/s]
Epoch 0: |          | 1203/? [11:26<00:00,  1.75it/s]
Epoch 0: |          | 1203/? [11:26<00:00,  1.75it/s]
Epoch 0: |          | 1204/? [11:26<00:00,  1.75it/s]
Epoch 0: |          | 1204/? [11:26<00:00,  1.75it/s]
Epoch 0: |          | 1205/? [11:26<00:00,  1.75it/s]
Epoch 0: |          | 1205/? [11:26<00:00,  1.75it/s]
Epoch 0: |          | 1206/? [11:27<00:00,  1.75it/s]
Epoch 0: |          | 1206/? [11:27<00:00,  1.75it/s]
Epoch 0: |          | 1207/? [11:27<00:00,  1.75it/s]
Epoch 0: |          | 1207/? [11:27<00:00,  1.75it/s]
Epoch 0: |          | 1208/? [11:28<00:00,  1.75it/s]
Epoch 0: |          | 1208/? [11:28<00:00,  1.75it/s]
Epoch 0: |          | 1209/? [11:28<00:00,  1.76it/s]
Epoch 0: |          | 1209/? [11:28<00:00,  1.76it/s]
Epoch 0: |          | 1210/? [11:29<00:00,  1.76it/s]
Epoch 0: |          | 1210/? [11:29<00:00,  1.76it/s]
Epoch 0: |          | 1211/? [11:29<00:00,  1.76it/s]
Epoch 0: |          | 1211/? [11:29<00:00,  1.76it/s]
Epoch 0: |          | 1212/? [11:30<00:00,  1.76it/s]
Epoch 0: |          | 1212/? [11:30<00:00,  1.76it/s]
Epoch 0: |          | 1213/? [11:30<00:00,  1.76it/s]
Epoch 0: |          | 1213/? [11:30<00:00,  1.76it/s]
Epoch 0: |          | 1214/? [11:31<00:00,  1.76it/s]
Epoch 0: |          | 1214/? [11:31<00:00,  1.76it/s]
Epoch 0: |          | 1215/? [11:31<00:00,  1.76it/s]
Epoch 0: |          | 1215/? [11:31<00:00,  1.76it/s]
Epoch 0: |          | 1216/? [11:31<00:00,  1.76it/s]
Epoch 0: |          | 1216/? [11:31<00:00,  1.76it/s]
Epoch 0: |          | 1217/? [11:32<00:00,  1.76it/s]
Epoch 0: |          | 1217/? [11:32<00:00,  1.76it/s]
Epoch 0: |          | 1218/? [11:32<00:00,  1.76it/s]
Epoch 0: |          | 1218/? [11:32<00:00,  1.76it/s]
Epoch 0: |          | 1219/? [11:33<00:00,  1.76it/s]
Epoch 0: |          | 1219/? [11:33<00:00,  1.76it/s]
Epoch 0: |          | 1220/? [11:33<00:00,  1.76it/s]
Epoch 0: |          | 1220/? [11:33<00:00,  1.76it/s]
Epoch 0: |          | 1221/? [11:34<00:00,  1.76it/s]
Epoch 0: |          | 1221/? [11:34<00:00,  1.76it/s]
Epoch 0: |          | 1222/? [11:34<00:00,  1.76it/s]
Epoch 0: |          | 1222/? [11:34<00:00,  1.76it/s]
Epoch 0: |          | 1223/? [11:35<00:00,  1.76it/s]
Epoch 0: |          | 1223/? [11:35<00:00,  1.76it/s]
Epoch 0: |          | 1224/? [11:35<00:00,  1.76it/s]
Epoch 0: |          | 1224/? [11:35<00:00,  1.76it/s]
Epoch 0: |          | 1225/? [11:35<00:00,  1.76it/s]
Epoch 0: |          | 1225/? [11:35<00:00,  1.76it/s]
Epoch 0: |          | 1226/? [11:36<00:00,  1.76it/s]
Epoch 0: |          | 1226/? [11:36<00:00,  1.76it/s]
Epoch 0: |          | 1227/? [11:36<00:00,  1.76it/s]
Epoch 0: |          | 1227/? [11:36<00:00,  1.76it/s]
Epoch 0: |          | 1228/? [11:37<00:00,  1.76it/s]
Epoch 0: |          | 1228/? [11:37<00:00,  1.76it/s]
Epoch 0: |          | 1229/? [11:37<00:00,  1.76it/s]
Epoch 0: |          | 1229/? [11:37<00:00,  1.76it/s]
Epoch 0: |          | 1230/? [11:38<00:00,  1.76it/s]
Epoch 0: |          | 1230/? [11:38<00:00,  1.76it/s]
Epoch 0: |          | 1231/? [11:38<00:00,  1.76it/s]
Epoch 0: |          | 1231/? [11:38<00:00,  1.76it/s]
Epoch 0: |          | 1232/? [11:38<00:00,  1.76it/s]
Epoch 0: |          | 1232/? [11:38<00:00,  1.76it/s]
Epoch 0: |          | 1233/? [11:39<00:00,  1.76it/s]
Epoch 0: |          | 1233/? [11:39<00:00,  1.76it/s]
Epoch 0: |          | 1234/? [11:39<00:00,  1.76it/s]
Epoch 0: |          | 1234/? [11:39<00:00,  1.76it/s]
Epoch 0: |          | 1235/? [11:40<00:00,  1.76it/s]
Epoch 0: |          | 1235/? [11:40<00:00,  1.76it/s]
Epoch 0: |          | 1236/? [11:40<00:00,  1.76it/s]
Epoch 0: |          | 1236/? [11:40<00:00,  1.76it/s]
Epoch 0: |          | 1237/? [11:41<00:00,  1.76it/s]
Epoch 0: |          | 1237/? [11:41<00:00,  1.76it/s]
Epoch 0: |          | 1238/? [11:41<00:00,  1.76it/s]
Epoch 0: |          | 1238/? [11:41<00:00,  1.76it/s]
Epoch 0: |          | 1239/? [11:41<00:00,  1.77it/s]
Epoch 0: |          | 1239/? [11:41<00:00,  1.77it/s]
Epoch 0: |          | 1240/? [11:42<00:00,  1.77it/s]
Epoch 0: |          | 1240/? [11:42<00:00,  1.77it/s]
Epoch 0: |          | 1241/? [11:42<00:00,  1.77it/s]
Epoch 0: |          | 1241/? [11:42<00:00,  1.77it/s]
Epoch 0: |          | 1242/? [11:43<00:00,  1.77it/s]
Epoch 0: |          | 1242/? [11:43<00:00,  1.77it/s]
Epoch 0: |          | 1243/? [11:43<00:00,  1.77it/s]
Epoch 0: |          | 1243/? [11:43<00:00,  1.77it/s]
Epoch 0: |          | 1244/? [11:44<00:00,  1.77it/s]
Epoch 0: |          | 1244/? [11:44<00:00,  1.77it/s]
Epoch 0: |          | 1245/? [11:44<00:00,  1.77it/s]
Epoch 0: |          | 1245/? [11:44<00:00,  1.77it/s]
Epoch 0: |          | 1246/? [11:44<00:00,  1.77it/s]
Epoch 0: |          | 1246/? [11:44<00:00,  1.77it/s]
Epoch 0: |          | 1247/? [11:45<00:00,  1.77it/s]
Epoch 0: |          | 1247/? [11:45<00:00,  1.77it/s]
Epoch 0: |          | 1248/? [11:45<00:00,  1.77it/s]
Epoch 0: |          | 1248/? [11:45<00:00,  1.77it/s]
Epoch 0: |          | 1249/? [11:46<00:00,  1.77it/s]
Epoch 0: |          | 1249/? [11:46<00:00,  1.77it/s]
Epoch 0: |          | 1250/? [11:46<00:00,  1.77it/s]
Epoch 0: |          | 1250/? [11:46<00:00,  1.77it/s]
Epoch 0: |          | 1251/? [11:47<00:00,  1.77it/s]
Epoch 0: |          | 1251/? [11:47<00:00,  1.77it/s]
Epoch 0: |          | 1252/? [11:47<00:00,  1.77it/s]
Epoch 0: |          | 1252/? [11:47<00:00,  1.77it/s]
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Epoch 0: |          | 1301/? [12:08<00:00,  1.79it/s]
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Epoch 0: |          | 1302/? [12:09<00:00,  1.79it/s]
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Epoch 0: |          | 1303/? [12:09<00:00,  1.79it/s]
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Epoch 0: |          | 1304/? [12:09<00:00,  1.79it/s]
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Epoch 0: |          | 1305/? [12:10<00:00,  1.79it/s]
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Epoch 0: |          | 1306/? [12:10<00:00,  1.79it/s]
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Epoch 0: |          | 1307/? [12:11<00:00,  1.79it/s]
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Epoch 0: |          | 1308/? [12:11<00:00,  1.79it/s]
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Epoch 0: |          | 1309/? [12:12<00:00,  1.79it/s]
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Epoch 0: |          | 1314/? [12:14<00:00,  1.79it/s]
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Epoch 0: |          | 1320/? [12:16<00:00,  1.79it/s]
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Epoch 0: |          | 1321/? [12:17<00:00,  1.79it/s]
Epoch 0: |          | 1321/? [12:17<00:00,  1.79it/s]
Epoch 0: |          | 1322/? [12:17<00:00,  1.79it/s]
Epoch 0: |          | 1322/? [12:17<00:00,  1.79it/s]
Epoch 0: |          | 1323/? [12:18<00:00,  1.79it/s]
Epoch 0: |          | 1323/? [12:18<00:00,  1.79it/s]
Epoch 0: |          | 1324/? [12:18<00:00,  1.79it/s]
Epoch 0: |          | 1324/? [12:18<00:00,  1.79it/s]
Epoch 0: |          | 1325/? [12:18<00:00,  1.79it/s]
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Epoch 0: |          | 1326/? [12:19<00:00,  1.79it/s]
Epoch 0: |          | 1326/? [12:19<00:00,  1.79it/s]
Epoch 0: |          | 1327/? [12:19<00:00,  1.79it/s]
Epoch 0: |          | 1327/? [12:19<00:00,  1.79it/s]
Epoch 0: |          | 1328/? [12:20<00:00,  1.79it/s]
Epoch 0: |          | 1328/? [12:20<00:00,  1.79it/s]
Epoch 0: |          | 1329/? [12:20<00:00,  1.79it/s]
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Epoch 0: |          | 1330/? [12:21<00:00,  1.79it/s]
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Epoch 0: |          | 1331/? [12:21<00:00,  1.80it/s]
Epoch 0: |          | 1331/? [12:21<00:00,  1.80it/s]
Epoch 0: |          | 1332/? [12:21<00:00,  1.80it/s]
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Epoch 0: |          | 1333/? [12:22<00:00,  1.80it/s]
Epoch 0: |          | 1333/? [12:22<00:00,  1.80it/s]
Epoch 0: |          | 1334/? [12:22<00:00,  1.80it/s]
Epoch 0: |          | 1334/? [12:22<00:00,  1.80it/s]
Epoch 0: |          | 1335/? [12:23<00:00,  1.80it/s]
Epoch 0: |          | 1335/? [12:23<00:00,  1.80it/s]
Epoch 0: |          | 1336/? [12:23<00:00,  1.80it/s]
Epoch 0: |          | 1336/? [12:23<00:00,  1.80it/s]
Epoch 0: |          | 1337/? [12:24<00:00,  1.80it/s]
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Epoch 0: |          | 1338/? [12:24<00:00,  1.80it/s]
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Epoch 0: |          | 1340/? [12:25<00:00,  1.80it/s]
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Epoch 0: |          | 1341/? [12:25<00:00,  1.80it/s]
Epoch 0: |          | 1341/? [12:25<00:00,  1.80it/s]
Epoch 0: |          | 1342/? [12:26<00:00,  1.80it/s]
Epoch 0: |          | 1342/? [12:26<00:00,  1.80it/s]
Epoch 0: |          | 1343/? [12:26<00:00,  1.80it/s]
Epoch 0: |          | 1343/? [12:26<00:00,  1.80it/s]
Epoch 0: |          | 1344/? [12:27<00:00,  1.80it/s]
Epoch 0: |          | 1344/? [12:27<00:00,  1.80it/s]
Epoch 0: |          | 1345/? [12:27<00:00,  1.80it/s]
Epoch 0: |          | 1345/? [12:27<00:00,  1.80it/s]
Epoch 0: |          | 1346/? [12:27<00:00,  1.80it/s]
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Epoch 0: |          | 1347/? [12:28<00:00,  1.80it/s]
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Epoch 0: |          | 1348/? [12:28<00:00,  1.80it/s]
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Epoch 0: |          | 1349/? [12:29<00:00,  1.80it/s]
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Epoch 0: |          | 1350/? [12:29<00:00,  1.80it/s]
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Epoch 0: |          | 1351/? [12:30<00:00,  1.80it/s]
Epoch 0: |          | 1351/? [12:30<00:00,  1.80it/s]
Epoch 0: |          | 1352/? [12:30<00:00,  1.80it/s]
Epoch 0: |          | 1352/? [12:30<00:00,  1.80it/s]
Epoch 0: |          | 1353/? [12:30<00:00,  1.80it/s]
Epoch 0: |          | 1353/? [12:30<00:00,  1.80it/s]
Epoch 0: |          | 1354/? [12:31<00:00,  1.80it/s]
Epoch 0: |          | 1354/? [12:31<00:00,  1.80it/s]
Epoch 0: |          | 1355/? [12:31<00:00,  1.80it/s]
Epoch 0: |          | 1355/? [12:31<00:00,  1.80it/s]
Epoch 0: |          | 1356/? [12:32<00:00,  1.80it/s]
Epoch 0: |          | 1356/? [12:32<00:00,  1.80it/s]
Epoch 0: |          | 1357/? [12:32<00:00,  1.80it/s]
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Epoch 0: |          | 1358/? [12:33<00:00,  1.80it/s]
Epoch 0: |          | 1358/? [12:33<00:00,  1.80it/s]
Epoch 0: |          | 1359/? [12:33<00:00,  1.80it/s]
Epoch 0: |          | 1359/? [12:33<00:00,  1.80it/s]
Epoch 0: |          | 1360/? [12:33<00:00,  1.80it/s]
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Epoch 0: |          | 1361/? [12:34<00:00,  1.80it/s]
Epoch 0: |          | 1361/? [12:34<00:00,  1.80it/s]
Epoch 0: |          | 1362/? [12:34<00:00,  1.80it/s]
Epoch 0: |          | 1362/? [12:34<00:00,  1.80it/s]
Epoch 0: |          | 1363/? [12:35<00:00,  1.80it/s]
Epoch 0: |          | 1363/? [12:35<00:00,  1.80it/s]
Epoch 0: |          | 1364/? [12:35<00:00,  1.80it/s]
Epoch 0: |          | 1364/? [12:35<00:00,  1.80it/s]
Epoch 0: |          | 1365/? [12:36<00:00,  1.81it/s]
Epoch 0: |          | 1365/? [12:36<00:00,  1.81it/s]
Epoch 0: |          | 1366/? [12:36<00:00,  1.81it/s]
Epoch 0: |          | 1366/? [12:36<00:00,  1.81it/s]
Epoch 0: |          | 1367/? [12:37<00:00,  1.81it/s]
Epoch 0: |          | 1367/? [12:37<00:00,  1.81it/s]
Epoch 0: |          | 1368/? [12:37<00:00,  1.81it/s]
Epoch 0: |          | 1368/? [12:37<00:00,  1.81it/s]
Epoch 0: |          | 1369/? [12:37<00:00,  1.81it/s]
Epoch 0: |          | 1369/? [12:37<00:00,  1.81it/s]
Epoch 0: |          | 1370/? [12:38<00:00,  1.81it/s]
Epoch 0: |          | 1370/? [12:38<00:00,  1.81it/s]
Epoch 0: |          | 1371/? [12:38<00:00,  1.81it/s]
Epoch 0: |          | 1371/? [12:38<00:00,  1.81it/s]
Epoch 0: |          | 1372/? [12:39<00:00,  1.81it/s]
Epoch 0: |          | 1372/? [12:39<00:00,  1.81it/s]
Epoch 0: |          | 1373/? [12:39<00:00,  1.81it/s]
Epoch 0: |          | 1373/? [12:39<00:00,  1.81it/s]
Epoch 0: |          | 1374/? [12:40<00:00,  1.81it/s]
Epoch 0: |          | 1374/? [12:40<00:00,  1.81it/s]
Epoch 0: |          | 1375/? [12:40<00:00,  1.81it/s]
Epoch 0: |          | 1375/? [12:40<00:00,  1.81it/s]
Epoch 0: |          | 1376/? [12:40<00:00,  1.81it/s]
Epoch 0: |          | 1376/? [12:40<00:00,  1.81it/s]
Epoch 0: |          | 1377/? [12:41<00:00,  1.81it/s]
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Epoch 0: |          | 1378/? [12:41<00:00,  1.81it/s]
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Epoch 0: |          | 1379/? [12:42<00:00,  1.81it/s]
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Epoch 0: |          | 1380/? [12:42<00:00,  1.81it/s]
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Epoch 0: |          | 1381/? [12:43<00:00,  1.81it/s]
Epoch 0: |          | 1381/? [12:43<00:00,  1.81it/s]
Epoch 0: |          | 1382/? [12:43<00:00,  1.81it/s]
Epoch 0: |          | 1382/? [12:43<00:00,  1.81it/s]
Epoch 0: |          | 1383/? [12:44<00:00,  1.81it/s]
Epoch 0: |          | 1383/? [12:44<00:00,  1.81it/s]
Epoch 0: |          | 1384/? [12:44<00:00,  1.81it/s]
Epoch 0: |          | 1384/? [12:44<00:00,  1.81it/s]
Epoch 0: |          | 1385/? [12:44<00:00,  1.81it/s]
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Epoch 0: |          | 1386/? [12:45<00:00,  1.81it/s]
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Epoch 0: |          | 1387/? [12:45<00:00,  1.81it/s]
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Epoch 0: |          | 1391/? [12:47<00:00,  1.81it/s]
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Epoch 0: |          | 1392/? [12:47<00:00,  1.81it/s]
Epoch 0: |          | 1392/? [12:47<00:00,  1.81it/s]
Epoch 0: |          | 1393/? [12:48<00:00,  1.81it/s]
Epoch 0: |          | 1393/? [12:48<00:00,  1.81it/s]
Epoch 0: |          | 1394/? [12:48<00:00,  1.81it/s]
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Epoch 0: |          | 1395/? [12:49<00:00,  1.81it/s]
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Epoch 0: |          | 1396/? [12:49<00:00,  1.81it/s]
Epoch 0: |          | 1396/? [12:49<00:00,  1.81it/s]
Epoch 0: |          | 1397/? [12:50<00:00,  1.81it/s]
Epoch 0: |          | 1397/? [12:50<00:00,  1.81it/s]
Epoch 0: |          | 1398/? [12:50<00:00,  1.81it/s]
Epoch 0: |          | 1398/? [12:50<00:00,  1.81it/s]
Epoch 0: |          | 1399/? [12:51<00:00,  1.81it/s]
Epoch 0: |          | 1399/? [12:51<00:00,  1.81it/s]
Epoch 0: |          | 1400/? [12:51<00:00,  1.81it/s]
Epoch 0: |          | 1400/? [12:51<00:00,  1.81it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:01,  2.84it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  2.73it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:01<00:00,  2.75it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  2.80it/s]

Epoch 0: |          | 1400/? [12:52<00:00,  1.81it/s]
Epoch 0: |          | 1401/? [12:53<00:00,  1.81it/s]
Epoch 0: |          | 1401/? [12:53<00:00,  1.81it/s]
Epoch 0: |          | 1402/? [12:53<00:00,  1.81it/s]
Epoch 0: |          | 1402/? [12:53<00:00,  1.81it/s]
Epoch 0: |          | 1403/? [12:54<00:00,  1.81it/s]
Epoch 0: |          | 1403/? [12:54<00:00,  1.81it/s]
Epoch 0: |          | 1404/? [12:54<00:00,  1.81it/s]
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Epoch 0: |          | 1405/? [12:55<00:00,  1.81it/s]
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Epoch 0: |          | 1406/? [12:55<00:00,  1.81it/s]
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Epoch 0: |          | 1407/? [12:55<00:00,  1.81it/s]
Epoch 0: |          | 1407/? [12:55<00:00,  1.81it/s]
Epoch 0: |          | 1408/? [12:56<00:00,  1.81it/s]
Epoch 0: |          | 1408/? [12:56<00:00,  1.81it/s]
Epoch 0: |          | 1409/? [12:56<00:00,  1.81it/s]
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Epoch 0: |          | 1410/? [12:57<00:00,  1.81it/s]
Epoch 0: |          | 1410/? [12:57<00:00,  1.81it/s]
Epoch 0: |          | 1411/? [12:57<00:00,  1.81it/s]
Epoch 0: |          | 1411/? [12:57<00:00,  1.81it/s]
Epoch 0: |          | 1412/? [12:58<00:00,  1.81it/s]
Epoch 0: |          | 1412/? [12:58<00:00,  1.81it/s]
Epoch 0: |          | 1413/? [12:58<00:00,  1.81it/s]
Epoch 0: |          | 1413/? [12:58<00:00,  1.81it/s]
Epoch 0: |          | 1414/? [12:58<00:00,  1.82it/s]
Epoch 0: |          | 1414/? [12:58<00:00,  1.82it/s]
Epoch 0: |          | 1415/? [12:59<00:00,  1.82it/s]
Epoch 0: |          | 1415/? [12:59<00:00,  1.82it/s]
Epoch 0: |          | 1416/? [12:59<00:00,  1.82it/s]
Epoch 0: |          | 1416/? [12:59<00:00,  1.82it/s]
Epoch 0: |          | 1417/? [13:00<00:00,  1.82it/s]
Epoch 0: |          | 1417/? [13:00<00:00,  1.82it/s]
Epoch 0: |          | 1418/? [13:00<00:00,  1.82it/s]
Epoch 0: |          | 1418/? [13:00<00:00,  1.82it/s]
Epoch 0: |          | 1419/? [13:01<00:00,  1.82it/s]
Epoch 0: |          | 1419/? [13:01<00:00,  1.82it/s]
Epoch 0: |          | 1420/? [13:01<00:00,  1.82it/s]
Epoch 0: |          | 1420/? [13:01<00:00,  1.82it/s]
Epoch 0: |          | 1421/? [13:01<00:00,  1.82it/s]
Epoch 0: |          | 1421/? [13:01<00:00,  1.82it/s]
Epoch 0: |          | 1422/? [13:02<00:00,  1.82it/s]
Epoch 0: |          | 1422/? [13:02<00:00,  1.82it/s]
Epoch 0: |          | 1423/? [13:02<00:00,  1.82it/s]
Epoch 0: |          | 1423/? [13:02<00:00,  1.82it/s]
Epoch 0: |          | 1424/? [13:03<00:00,  1.82it/s]
Epoch 0: |          | 1424/? [13:03<00:00,  1.82it/s]
Epoch 0: |          | 1425/? [13:03<00:00,  1.82it/s]
Epoch 0: |          | 1425/? [13:03<00:00,  1.82it/s]
Epoch 0: |          | 1426/? [13:04<00:00,  1.82it/s]
Epoch 0: |          | 1426/? [13:04<00:00,  1.82it/s]
Epoch 0: |          | 1427/? [13:04<00:00,  1.82it/s]
Epoch 0: |          | 1427/? [13:04<00:00,  1.82it/s]
Epoch 0: |          | 1428/? [13:05<00:00,  1.82it/s]
Epoch 0: |          | 1428/? [13:05<00:00,  1.82it/s]
Epoch 0: |          | 1429/? [13:05<00:00,  1.82it/s]
Epoch 0: |          | 1429/? [13:05<00:00,  1.82it/s]
Epoch 0: |          | 1430/? [13:05<00:00,  1.82it/s]
Epoch 0: |          | 1430/? [13:05<00:00,  1.82it/s]
Epoch 0: |          | 1431/? [13:06<00:00,  1.82it/s]
Epoch 0: |          | 1431/? [13:06<00:00,  1.82it/s]
Epoch 0: |          | 1432/? [13:06<00:00,  1.82it/s]
Epoch 0: |          | 1432/? [13:06<00:00,  1.82it/s]
Epoch 0: |          | 1433/? [13:07<00:00,  1.82it/s]
Epoch 0: |          | 1433/? [13:07<00:00,  1.82it/s]
Epoch 0: |          | 1434/? [13:07<00:00,  1.82it/s]
Epoch 0: |          | 1434/? [13:07<00:00,  1.82it/s]
Epoch 0: |          | 1435/? [13:08<00:00,  1.82it/s]
Epoch 0: |          | 1435/? [13:08<00:00,  1.82it/s]
Epoch 0: |          | 1436/? [13:08<00:00,  1.82it/s]
Epoch 0: |          | 1436/? [13:08<00:00,  1.82it/s]
Epoch 0: |          | 1437/? [13:08<00:00,  1.82it/s]
Epoch 0: |          | 1437/? [13:08<00:00,  1.82it/s]
Epoch 0: |          | 1438/? [13:09<00:00,  1.82it/s]
Epoch 0: |          | 1438/? [13:09<00:00,  1.82it/s]
Epoch 0: |          | 1439/? [13:09<00:00,  1.82it/s]
Epoch 0: |          | 1439/? [13:09<00:00,  1.82it/s]
Epoch 0: |          | 1440/? [13:10<00:00,  1.82it/s]
Epoch 0: |          | 1440/? [13:10<00:00,  1.82it/s]
Epoch 0: |          | 1441/? [13:10<00:00,  1.82it/s]
Epoch 0: |          | 1441/? [13:10<00:00,  1.82it/s]
Epoch 0: |          | 1442/? [13:10<00:00,  1.82it/s]
Epoch 0: |          | 1442/? [13:10<00:00,  1.82it/s]
Epoch 0: |          | 1443/? [13:11<00:00,  1.82it/s]
Epoch 0: |          | 1443/? [13:11<00:00,  1.82it/s]
Epoch 0: |          | 1444/? [13:11<00:00,  1.82it/s]
Epoch 0: |          | 1444/? [13:11<00:00,  1.82it/s]
Epoch 0: |          | 1445/? [13:12<00:00,  1.82it/s]
Epoch 0: |          | 1445/? [13:12<00:00,  1.82it/s]
Epoch 0: |          | 1446/? [13:12<00:00,  1.82it/s]
Epoch 0: |          | 1446/? [13:12<00:00,  1.82it/s]
Epoch 0: |          | 1447/? [13:13<00:00,  1.82it/s]
Epoch 0: |          | 1447/? [13:13<00:00,  1.82it/s]
Epoch 0: |          | 1448/? [13:13<00:00,  1.82it/s]
Epoch 0: |          | 1448/? [13:13<00:00,  1.82it/s]
Epoch 0: |          | 1449/? [13:13<00:00,  1.83it/s]
Epoch 0: |          | 1449/? [13:13<00:00,  1.83it/s]
Epoch 0: |          | 1450/? [13:14<00:00,  1.83it/s]
Epoch 0: |          | 1450/? [13:14<00:00,  1.83it/s]
Epoch 0: |          | 1451/? [13:14<00:00,  1.83it/s]
Epoch 0: |          | 1451/? [13:14<00:00,  1.83it/s]
Epoch 0: |          | 1452/? [13:15<00:00,  1.83it/s]
Epoch 0: |          | 1452/? [13:15<00:00,  1.83it/s]
Epoch 0: |          | 1453/? [13:15<00:00,  1.83it/s]
Epoch 0: |          | 1453/? [13:15<00:00,  1.83it/s]
Epoch 0: |          | 1454/? [13:16<00:00,  1.83it/s]
Epoch 0: |          | 1454/? [13:16<00:00,  1.83it/s]
Epoch 0: |          | 1455/? [13:16<00:00,  1.83it/s]
Epoch 0: |          | 1455/? [13:16<00:00,  1.83it/s]
Epoch 0: |          | 1456/? [13:16<00:00,  1.83it/s]
Epoch 0: |          | 1456/? [13:16<00:00,  1.83it/s]
Epoch 0: |          | 1457/? [13:17<00:00,  1.83it/s]
Epoch 0: |          | 1457/? [13:17<00:00,  1.83it/s]
Epoch 0: |          | 1458/? [13:17<00:00,  1.83it/s]
Epoch 0: |          | 1458/? [13:17<00:00,  1.83it/s]
Epoch 0: |          | 1459/? [13:18<00:00,  1.83it/s]
Epoch 0: |          | 1459/? [13:18<00:00,  1.83it/s]
Epoch 0: |          | 1460/? [13:18<00:00,  1.83it/s]
Epoch 0: |          | 1460/? [13:18<00:00,  1.83it/s]
Epoch 0: |          | 1461/? [13:19<00:00,  1.83it/s]
Epoch 0: |          | 1461/? [13:19<00:00,  1.83it/s]
Epoch 0: |          | 1462/? [13:19<00:00,  1.83it/s]
Epoch 0: |          | 1462/? [13:19<00:00,  1.83it/s]
Epoch 0: |          | 1463/? [13:19<00:00,  1.83it/s]
Epoch 0: |          | 1463/? [13:19<00:00,  1.83it/s]
Epoch 0: |          | 1464/? [13:20<00:00,  1.83it/s]
Epoch 0: |          | 1464/? [13:20<00:00,  1.83it/s]
Epoch 0: |          | 1465/? [13:20<00:00,  1.83it/s]
Epoch 0: |          | 1465/? [13:20<00:00,  1.83it/s]
Epoch 0: |          | 1466/? [13:21<00:00,  1.83it/s]
Epoch 0: |          | 1466/? [13:21<00:00,  1.83it/s]
Epoch 0: |          | 1467/? [13:21<00:00,  1.83it/s]
Epoch 0: |          | 1467/? [13:21<00:00,  1.83it/s]
Epoch 0: |          | 1468/? [13:21<00:00,  1.83it/s]
Epoch 0: |          | 1468/? [13:21<00:00,  1.83it/s]
Epoch 0: |          | 1469/? [13:22<00:00,  1.83it/s]
Epoch 0: |          | 1469/? [13:22<00:00,  1.83it/s]
Epoch 0: |          | 1470/? [13:22<00:00,  1.83it/s]
Epoch 0: |          | 1470/? [13:22<00:00,  1.83it/s]
Epoch 0: |          | 1471/? [13:23<00:00,  1.83it/s]
Epoch 0: |          | 1471/? [13:23<00:00,  1.83it/s]
Epoch 0: |          | 1472/? [13:23<00:00,  1.83it/s]
Epoch 0: |          | 1472/? [13:23<00:00,  1.83it/s]
Epoch 0: |          | 1473/? [13:24<00:00,  1.83it/s]
Epoch 0: |          | 1473/? [13:24<00:00,  1.83it/s]
Epoch 0: |          | 1474/? [13:24<00:00,  1.83it/s]
Epoch 0: |          | 1474/? [13:24<00:00,  1.83it/s]
Epoch 0: |          | 1475/? [13:24<00:00,  1.83it/s]
Epoch 0: |          | 1475/? [13:24<00:00,  1.83it/s]
Epoch 0: |          | 1476/? [13:25<00:00,  1.83it/s]
Epoch 0: |          | 1476/? [13:25<00:00,  1.83it/s]
Epoch 0: |          | 1477/? [13:25<00:00,  1.83it/s]
Epoch 0: |          | 1477/? [13:25<00:00,  1.83it/s]
Epoch 0: |          | 1478/? [13:26<00:00,  1.83it/s]
Epoch 0: |          | 1478/? [13:26<00:00,  1.83it/s]
Epoch 0: |          | 1479/? [13:26<00:00,  1.83it/s]
Epoch 0: |          | 1479/? [13:26<00:00,  1.83it/s]
Epoch 0: |          | 1480/? [13:27<00:00,  1.83it/s]
Epoch 0: |          | 1480/? [13:27<00:00,  1.83it/s]
Epoch 0: |          | 1481/? [13:27<00:00,  1.83it/s]
Epoch 0: |          | 1481/? [13:27<00:00,  1.83it/s]
Epoch 0: |          | 1482/? [13:27<00:00,  1.83it/s]
Epoch 0: |          | 1482/? [13:27<00:00,  1.83it/s]
Epoch 0: |          | 1483/? [13:28<00:00,  1.83it/s]
Epoch 0: |          | 1483/? [13:28<00:00,  1.83it/s]
Epoch 0: |          | 1484/? [13:28<00:00,  1.84it/s]
Epoch 0: |          | 1484/? [13:28<00:00,  1.84it/s]
Epoch 0: |          | 1485/? [13:29<00:00,  1.84it/s]
Epoch 0: |          | 1485/? [13:29<00:00,  1.84it/s]
Epoch 0: |          | 1486/? [13:29<00:00,  1.84it/s]
Epoch 0: |          | 1486/? [13:29<00:00,  1.84it/s]
Epoch 0: |          | 1487/? [13:29<00:00,  1.84it/s]
Epoch 0: |          | 1487/? [13:29<00:00,  1.84it/s]
Epoch 0: |          | 1488/? [13:30<00:00,  1.84it/s]
Epoch 0: |          | 1488/? [13:30<00:00,  1.84it/s]
Epoch 0: |          | 1489/? [13:30<00:00,  1.84it/s]
Epoch 0: |          | 1489/? [13:30<00:00,  1.84it/s]
Epoch 0: |          | 1490/? [13:31<00:00,  1.84it/s]
Epoch 0: |          | 1490/? [13:31<00:00,  1.84it/s]
Epoch 0: |          | 1491/? [13:31<00:00,  1.84it/s]
Epoch 0: |          | 1491/? [13:31<00:00,  1.84it/s]
Epoch 0: |          | 1492/? [13:32<00:00,  1.84it/s]
Epoch 0: |          | 1492/? [13:32<00:00,  1.84it/s]
Epoch 0: |          | 1493/? [13:32<00:00,  1.84it/s]
Epoch 0: |          | 1493/? [13:32<00:00,  1.84it/s]
Epoch 0: |          | 1494/? [13:32<00:00,  1.84it/s]
Epoch 0: |          | 1494/? [13:32<00:00,  1.84it/s]
Epoch 0: |          | 1495/? [13:33<00:00,  1.84it/s]
Epoch 0: |          | 1495/? [13:33<00:00,  1.84it/s]
Epoch 0: |          | 1496/? [13:33<00:00,  1.84it/s]
Epoch 0: |          | 1496/? [13:33<00:00,  1.84it/s]
Epoch 0: |          | 1497/? [13:34<00:00,  1.84it/s]
Epoch 0: |          | 1497/? [13:34<00:00,  1.84it/s]
Epoch 0: |          | 1498/? [13:34<00:00,  1.84it/s]
Epoch 0: |          | 1498/? [13:34<00:00,  1.84it/s]
Epoch 0: |          | 1499/? [13:35<00:00,  1.84it/s]
Epoch 0: |          | 1499/? [13:35<00:00,  1.84it/s]
Epoch 0: |          | 1500/? [13:35<00:00,  1.84it/s]
Epoch 0: |          | 1500/? [13:35<00:00,  1.84it/s]
Epoch 0: |          | 1501/? [13:35<00:00,  1.84it/s]
Epoch 0: |          | 1501/? [13:35<00:00,  1.84it/s]
Epoch 0: |          | 1502/? [13:36<00:00,  1.84it/s]
Epoch 0: |          | 1502/? [13:36<00:00,  1.84it/s]
Epoch 0: |          | 1503/? [13:36<00:00,  1.84it/s]
Epoch 0: |          | 1503/? [13:36<00:00,  1.84it/s]
Epoch 0: |          | 1504/? [13:37<00:00,  1.84it/s]
Epoch 0: |          | 1504/? [13:37<00:00,  1.84it/s]
Epoch 0: |          | 1505/? [13:37<00:00,  1.84it/s]
Epoch 0: |          | 1505/? [13:37<00:00,  1.84it/s]
Epoch 0: |          | 1506/? [13:37<00:00,  1.84it/s]
Epoch 0: |          | 1506/? [13:37<00:00,  1.84it/s]
Epoch 0: |          | 1507/? [13:38<00:00,  1.84it/s]
Epoch 0: |          | 1507/? [13:38<00:00,  1.84it/s]
Epoch 0: |          | 1508/? [13:38<00:00,  1.84it/s]
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Epoch 0: |          | 1509/? [13:39<00:00,  1.84it/s]
Epoch 0: |          | 1509/? [13:39<00:00,  1.84it/s]
Epoch 0: |          | 1510/? [13:39<00:00,  1.84it/s]
Epoch 0: |          | 1510/? [13:39<00:00,  1.84it/s]
Epoch 0: |          | 1511/? [13:40<00:00,  1.84it/s]
Epoch 0: |          | 1511/? [13:40<00:00,  1.84it/s]
Epoch 0: |          | 1512/? [13:40<00:00,  1.84it/s]
Epoch 0: |          | 1512/? [13:40<00:00,  1.84it/s]
Epoch 0: |          | 1513/? [13:40<00:00,  1.84it/s]
Epoch 0: |          | 1513/? [13:40<00:00,  1.84it/s]
Epoch 0: |          | 1514/? [13:41<00:00,  1.84it/s]
Epoch 0: |          | 1514/? [13:41<00:00,  1.84it/s]
Epoch 0: |          | 1515/? [13:41<00:00,  1.84it/s]
Epoch 0: |          | 1515/? [13:41<00:00,  1.84it/s]
Epoch 0: |          | 1516/? [13:42<00:00,  1.84it/s]
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Epoch 0: |          | 1517/? [13:42<00:00,  1.84it/s]
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Epoch 0: |          | 1518/? [13:43<00:00,  1.84it/s]
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Epoch 0: |          | 1519/? [13:43<00:00,  1.84it/s]
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Epoch 0: |          | 1520/? [13:43<00:00,  1.84it/s]
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Epoch 0: |          | 1521/? [13:44<00:00,  1.85it/s]
Epoch 0: |          | 1521/? [13:44<00:00,  1.85it/s]
Epoch 0: |          | 1522/? [13:44<00:00,  1.85it/s]
Epoch 0: |          | 1522/? [13:44<00:00,  1.85it/s]
Epoch 0: |          | 1523/? [13:45<00:00,  1.85it/s]
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Epoch 0: |          | 1524/? [13:45<00:00,  1.85it/s]
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Epoch 0: |          | 1525/? [13:46<00:00,  1.85it/s]
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Epoch 0: |          | 1526/? [13:46<00:00,  1.85it/s]
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Epoch 0: |          | 1527/? [13:46<00:00,  1.85it/s]
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Epoch 0: |          | 1528/? [13:47<00:00,  1.85it/s]
Epoch 0: |          | 1528/? [13:47<00:00,  1.85it/s]
Epoch 0: |          | 1529/? [13:47<00:00,  1.85it/s]
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Epoch 0: |          | 1530/? [13:48<00:00,  1.85it/s]
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Epoch 0: |          | 1531/? [13:48<00:00,  1.85it/s]
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Epoch 0: |          | 1532/? [13:49<00:00,  1.85it/s]
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Epoch 0: |          | 1533/? [13:49<00:00,  1.85it/s]
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Epoch 0: |          | 1534/? [13:49<00:00,  1.85it/s]
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Epoch 0: |          | 1535/? [13:50<00:00,  1.85it/s]
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Epoch 0: |          | 1537/? [13:51<00:00,  1.85it/s]
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Epoch 0: |          | 1538/? [13:51<00:00,  1.85it/s]
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Epoch 0: |          | 1539/? [13:52<00:00,  1.85it/s]
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Epoch 0: |          | 1540/? [13:52<00:00,  1.85it/s]
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Epoch 0: |          | 1541/? [13:52<00:00,  1.85it/s]
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Epoch 0: |          | 1542/? [13:53<00:00,  1.85it/s]
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Epoch 0: |          | 1546/? [13:55<00:00,  1.85it/s]
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Epoch 0: |          | 1547/? [13:55<00:00,  1.85it/s]
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Epoch 0: |          | 1548/? [13:55<00:00,  1.85it/s]
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Epoch 0: |          | 1549/? [13:56<00:00,  1.85it/s]
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Epoch 0: |          | 1550/? [13:56<00:00,  1.85it/s]
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Epoch 0: |          | 1551/? [13:57<00:00,  1.85it/s]
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Epoch 0: |          | 1552/? [13:57<00:00,  1.85it/s]
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Epoch 0: |          | 1553/? [13:58<00:00,  1.85it/s]
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Epoch 0: |          | 1554/? [13:58<00:00,  1.85it/s]
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Epoch 0: |          | 1555/? [13:58<00:00,  1.85it/s]
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Epoch 0: |          | 1556/? [13:59<00:00,  1.85it/s]
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Epoch 0: |          | 1557/? [13:59<00:00,  1.85it/s]
Epoch 0: |          | 1557/? [13:59<00:00,  1.85it/s]
Epoch 0: |          | 1558/? [14:00<00:00,  1.85it/s]
Epoch 0: |          | 1558/? [14:00<00:00,  1.85it/s]
Epoch 0: |          | 1559/? [14:00<00:00,  1.85it/s]
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Epoch 0: |          | 1560/? [14:01<00:00,  1.85it/s]
Epoch 0: |          | 1560/? [14:01<00:00,  1.85it/s]
Epoch 0: |          | 1561/? [14:01<00:00,  1.86it/s]
Epoch 0: |          | 1561/? [14:01<00:00,  1.86it/s]
Epoch 0: |          | 1562/? [14:01<00:00,  1.86it/s]
Epoch 0: |          | 1562/? [14:01<00:00,  1.86it/s]
Epoch 0: |          | 1563/? [14:02<00:00,  1.86it/s]
Epoch 0: |          | 1563/? [14:02<00:00,  1.86it/s]
Epoch 0: |          | 1564/? [14:02<00:00,  1.86it/s]
Epoch 0: |          | 1564/? [14:02<00:00,  1.86it/s]
Epoch 0: |          | 1565/? [14:03<00:00,  1.86it/s]
Epoch 0: |          | 1565/? [14:03<00:00,  1.86it/s]
Epoch 0: |          | 1566/? [14:03<00:00,  1.86it/s]
Epoch 0: |          | 1566/? [14:03<00:00,  1.86it/s]
Epoch 0: |          | 1567/? [14:04<00:00,  1.86it/s]
Epoch 0: |          | 1567/? [14:04<00:00,  1.86it/s]
Epoch 0: |          | 1568/? [14:04<00:00,  1.86it/s]
Epoch 0: |          | 1568/? [14:04<00:00,  1.86it/s]
Epoch 0: |          | 1569/? [14:04<00:00,  1.86it/s]
Epoch 0: |          | 1569/? [14:04<00:00,  1.86it/s]
Epoch 0: |          | 1570/? [14:05<00:00,  1.86it/s]
Epoch 0: |          | 1570/? [14:05<00:00,  1.86it/s]
Epoch 0: |          | 1571/? [14:05<00:00,  1.86it/s]
Epoch 0: |          | 1571/? [14:05<00:00,  1.86it/s]
Epoch 0: |          | 1572/? [14:06<00:00,  1.86it/s]
Epoch 0: |          | 1572/? [14:06<00:00,  1.86it/s]
Epoch 0: |          | 1573/? [14:06<00:00,  1.86it/s]
Epoch 0: |          | 1573/? [14:06<00:00,  1.86it/s]
Epoch 0: |          | 1574/? [14:07<00:00,  1.86it/s]
Epoch 0: |          | 1574/? [14:07<00:00,  1.86it/s]
Epoch 0: |          | 1575/? [14:07<00:00,  1.86it/s]
Epoch 0: |          | 1575/? [14:07<00:00,  1.86it/s]
Epoch 0: |          | 1576/? [14:07<00:00,  1.86it/s]
Epoch 0: |          | 1576/? [14:07<00:00,  1.86it/s]
Epoch 0: |          | 1577/? [14:08<00:00,  1.86it/s]
Epoch 0: |          | 1577/? [14:08<00:00,  1.86it/s]
Epoch 0: |          | 1578/? [14:08<00:00,  1.86it/s]
Epoch 0: |          | 1578/? [14:08<00:00,  1.86it/s]
Epoch 0: |          | 1579/? [14:09<00:00,  1.86it/s]
Epoch 0: |          | 1579/? [14:09<00:00,  1.86it/s]
Epoch 0: |          | 1580/? [14:09<00:00,  1.86it/s]
Epoch 0: |          | 1580/? [14:09<00:00,  1.86it/s]
Epoch 0: |          | 1581/? [14:10<00:00,  1.86it/s]
Epoch 0: |          | 1581/? [14:10<00:00,  1.86it/s]
Epoch 0: |          | 1582/? [14:10<00:00,  1.86it/s]
Epoch 0: |          | 1582/? [14:10<00:00,  1.86it/s]
Epoch 0: |          | 1583/? [14:10<00:00,  1.86it/s]
Epoch 0: |          | 1583/? [14:10<00:00,  1.86it/s]
Epoch 0: |          | 1584/? [14:11<00:00,  1.86it/s]
Epoch 0: |          | 1584/? [14:11<00:00,  1.86it/s]
Epoch 0: |          | 1585/? [14:11<00:00,  1.86it/s]
Epoch 0: |          | 1585/? [14:11<00:00,  1.86it/s]
Epoch 0: |          | 1586/? [14:12<00:00,  1.86it/s]
Epoch 0: |          | 1586/? [14:12<00:00,  1.86it/s]
Epoch 0: |          | 1587/? [14:12<00:00,  1.86it/s]
Epoch 0: |          | 1587/? [14:12<00:00,  1.86it/s]
Epoch 0: |          | 1588/? [14:13<00:00,  1.86it/s]
Epoch 0: |          | 1588/? [14:13<00:00,  1.86it/s]
Epoch 0: |          | 1589/? [14:13<00:00,  1.86it/s]
Epoch 0: |          | 1589/? [14:13<00:00,  1.86it/s]
Epoch 0: |          | 1590/? [14:13<00:00,  1.86it/s]
Epoch 0: |          | 1590/? [14:13<00:00,  1.86it/s]
Epoch 0: |          | 1591/? [14:14<00:00,  1.86it/s]
Epoch 0: |          | 1591/? [14:14<00:00,  1.86it/s]
Epoch 0: |          | 1592/? [14:14<00:00,  1.86it/s]
Epoch 0: |          | 1592/? [14:14<00:00,  1.86it/s]
Epoch 0: |          | 1593/? [14:15<00:00,  1.86it/s]
Epoch 0: |          | 1593/? [14:15<00:00,  1.86it/s]
Epoch 0: |          | 1594/? [14:15<00:00,  1.86it/s]
Epoch 0: |          | 1594/? [14:15<00:00,  1.86it/s]
Epoch 0: |          | 1595/? [14:16<00:00,  1.86it/s]
Epoch 0: |          | 1595/? [14:16<00:00,  1.86it/s]
Epoch 0: |          | 1596/? [14:16<00:00,  1.86it/s]
Epoch 0: |          | 1596/? [14:16<00:00,  1.86it/s]
Epoch 0: |          | 1597/? [14:16<00:00,  1.86it/s]
Epoch 0: |          | 1597/? [14:16<00:00,  1.86it/s]
Epoch 0: |          | 1598/? [14:17<00:00,  1.86it/s]
Epoch 0: |          | 1598/? [14:17<00:00,  1.86it/s]
Epoch 0: |          | 1599/? [14:17<00:00,  1.86it/s]
Epoch 0: |          | 1599/? [14:17<00:00,  1.86it/s]
Epoch 0: |          | 1600/? [14:18<00:00,  1.86it/s]
Epoch 0: |          | 1600/? [14:18<00:00,  1.86it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  3.26it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  3.15it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  3.18it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  3.24it/s]

Epoch 0: |          | 1600/? [14:19<00:00,  1.86it/s]
Epoch 0: |          | 1601/? [14:19<00:00,  1.86it/s]
Epoch 0: |          | 1601/? [14:19<00:00,  1.86it/s]
Epoch 0: |          | 1602/? [14:20<00:00,  1.86it/s]
Epoch 0: |          | 1602/? [14:20<00:00,  1.86it/s]
Epoch 0: |          | 1603/? [14:20<00:00,  1.86it/s]
Epoch 0: |          | 1603/? [14:20<00:00,  1.86it/s]
Epoch 0: |          | 1604/? [14:21<00:00,  1.86it/s]
Epoch 0: |          | 1604/? [14:21<00:00,  1.86it/s]
Epoch 0: |          | 1605/? [14:21<00:00,  1.86it/s]
Epoch 0: |          | 1605/? [14:21<00:00,  1.86it/s]
Epoch 0: |          | 1606/? [14:21<00:00,  1.86it/s]
Epoch 0: |          | 1606/? [14:21<00:00,  1.86it/s]
Epoch 0: |          | 1607/? [14:22<00:00,  1.86it/s]
Epoch 0: |          | 1607/? [14:22<00:00,  1.86it/s]
Epoch 0: |          | 1608/? [14:22<00:00,  1.86it/s]
Epoch 0: |          | 1608/? [14:22<00:00,  1.86it/s]
Epoch 0: |          | 1609/? [14:23<00:00,  1.86it/s]
Epoch 0: |          | 1609/? [14:23<00:00,  1.86it/s]
Epoch 0: |          | 1610/? [14:23<00:00,  1.86it/s]
Epoch 0: |          | 1610/? [14:23<00:00,  1.86it/s]
Epoch 0: |          | 1611/? [14:24<00:00,  1.86it/s]
Epoch 0: |          | 1611/? [14:24<00:00,  1.86it/s]
Epoch 0: |          | 1612/? [14:24<00:00,  1.86it/s]
Epoch 0: |          | 1612/? [14:24<00:00,  1.86it/s]
Epoch 0: |          | 1613/? [14:24<00:00,  1.86it/s]
Epoch 0: |          | 1613/? [14:24<00:00,  1.86it/s]
Epoch 0: |          | 1614/? [14:25<00:00,  1.87it/s]
Epoch 0: |          | 1614/? [14:25<00:00,  1.87it/s]
Epoch 0: |          | 1615/? [14:25<00:00,  1.87it/s]
Epoch 0: |          | 1615/? [14:25<00:00,  1.87it/s]
Epoch 0: |          | 1616/? [14:26<00:00,  1.87it/s]
Epoch 0: |          | 1616/? [14:26<00:00,  1.87it/s]
Epoch 0: |          | 1617/? [14:26<00:00,  1.87it/s]
Epoch 0: |          | 1617/? [14:26<00:00,  1.87it/s]
Epoch 0: |          | 1618/? [14:27<00:00,  1.87it/s]
Epoch 0: |          | 1618/? [14:27<00:00,  1.87it/s]
Epoch 0: |          | 1619/? [14:27<00:00,  1.87it/s]
Epoch 0: |          | 1619/? [14:27<00:00,  1.87it/s]
Epoch 0: |          | 1620/? [14:27<00:00,  1.87it/s]
Epoch 0: |          | 1620/? [14:27<00:00,  1.87it/s]
Epoch 0: |          | 1621/? [14:28<00:00,  1.87it/s]
Epoch 0: |          | 1621/? [14:28<00:00,  1.87it/s]
Epoch 0: |          | 1622/? [14:28<00:00,  1.87it/s]
Epoch 0: |          | 1622/? [14:28<00:00,  1.87it/s]
Epoch 0: |          | 1623/? [14:29<00:00,  1.87it/s]
Epoch 0: |          | 1623/? [14:29<00:00,  1.87it/s]
Epoch 0: |          | 1624/? [14:29<00:00,  1.87it/s]
Epoch 0: |          | 1624/? [14:29<00:00,  1.87it/s]
Epoch 0: |          | 1625/? [14:30<00:00,  1.87it/s]
Epoch 0: |          | 1625/? [14:30<00:00,  1.87it/s]
Epoch 0: |          | 1626/? [14:30<00:00,  1.87it/s]
Epoch 0: |          | 1626/? [14:30<00:00,  1.87it/s]
Epoch 0: |          | 1627/? [14:30<00:00,  1.87it/s]
Epoch 0: |          | 1627/? [14:30<00:00,  1.87it/s]
Epoch 0: |          | 1628/? [14:31<00:00,  1.87it/s]
Epoch 0: |          | 1628/? [14:31<00:00,  1.87it/s]
Epoch 0: |          | 1629/? [14:31<00:00,  1.87it/s]
Epoch 0: |          | 1629/? [14:31<00:00,  1.87it/s]
Epoch 0: |          | 1630/? [14:32<00:00,  1.87it/s]
Epoch 0: |          | 1630/? [14:32<00:00,  1.87it/s]
Epoch 0: |          | 1631/? [14:32<00:00,  1.87it/s]
Epoch 0: |          | 1631/? [14:32<00:00,  1.87it/s]
Epoch 0: |          | 1632/? [14:32<00:00,  1.87it/s]
Epoch 0: |          | 1632/? [14:32<00:00,  1.87it/s]
Epoch 0: |          | 1633/? [14:33<00:00,  1.87it/s]
Epoch 0: |          | 1633/? [14:33<00:00,  1.87it/s]
Epoch 0: |          | 1634/? [14:33<00:00,  1.87it/s]
Epoch 0: |          | 1634/? [14:33<00:00,  1.87it/s]
Epoch 0: |          | 1635/? [14:34<00:00,  1.87it/s]
Epoch 0: |          | 1635/? [14:34<00:00,  1.87it/s]
Epoch 0: |          | 1636/? [14:34<00:00,  1.87it/s]
Epoch 0: |          | 1636/? [14:34<00:00,  1.87it/s]
Epoch 0: |          | 1637/? [14:35<00:00,  1.87it/s]
Epoch 0: |          | 1637/? [14:35<00:00,  1.87it/s]
Epoch 0: |          | 1638/? [14:35<00:00,  1.87it/s]
Epoch 0: |          | 1638/? [14:35<00:00,  1.87it/s]
Epoch 0: |          | 1639/? [14:35<00:00,  1.87it/s]
Epoch 0: |          | 1639/? [14:35<00:00,  1.87it/s]
Epoch 0: |          | 1640/? [14:36<00:00,  1.87it/s]
Epoch 0: |          | 1640/? [14:36<00:00,  1.87it/s]
Epoch 0: |          | 1641/? [14:36<00:00,  1.87it/s]
Epoch 0: |          | 1641/? [14:36<00:00,  1.87it/s]
Epoch 0: |          | 1642/? [14:37<00:00,  1.87it/s]
Epoch 0: |          | 1642/? [14:37<00:00,  1.87it/s]
Epoch 0: |          | 1643/? [14:37<00:00,  1.87it/s]
Epoch 0: |          | 1643/? [14:37<00:00,  1.87it/s]
Epoch 0: |          | 1644/? [14:38<00:00,  1.87it/s]
Epoch 0: |          | 1644/? [14:38<00:00,  1.87it/s]
Epoch 0: |          | 1645/? [14:38<00:00,  1.87it/s]
Epoch 0: |          | 1645/? [14:38<00:00,  1.87it/s]
Epoch 0: |          | 1646/? [14:38<00:00,  1.87it/s]
Epoch 0: |          | 1646/? [14:38<00:00,  1.87it/s]
Epoch 0: |          | 1647/? [14:39<00:00,  1.87it/s]
Epoch 0: |          | 1647/? [14:39<00:00,  1.87it/s]
Epoch 0: |          | 1648/? [14:39<00:00,  1.87it/s]
Epoch 0: |          | 1648/? [14:39<00:00,  1.87it/s]
Epoch 0: |          | 1649/? [14:40<00:00,  1.87it/s]
Epoch 0: |          | 1649/? [14:40<00:00,  1.87it/s]
Epoch 0: |          | 1650/? [14:40<00:00,  1.87it/s]
Epoch 0: |          | 1650/? [14:40<00:00,  1.87it/s]
Epoch 0: |          | 1651/? [14:41<00:00,  1.87it/s]
Epoch 0: |          | 1651/? [14:41<00:00,  1.87it/s]
Epoch 0: |          | 1652/? [14:41<00:00,  1.87it/s]
Epoch 0: |          | 1652/? [14:41<00:00,  1.87it/s]
Epoch 0: |          | 1653/? [14:41<00:00,  1.87it/s]
Epoch 0: |          | 1653/? [14:41<00:00,  1.87it/s]
Epoch 0: |          | 1654/? [14:42<00:00,  1.87it/s]
Epoch 0: |          | 1654/? [14:42<00:00,  1.87it/s]
Epoch 0: |          | 1655/? [14:42<00:00,  1.87it/s]
Epoch 0: |          | 1655/? [14:42<00:00,  1.87it/s]
Epoch 0: |          | 1656/? [14:43<00:00,  1.87it/s]
Epoch 0: |          | 1656/? [14:43<00:00,  1.87it/s]
Epoch 0: |          | 1657/? [14:43<00:00,  1.87it/s]
Epoch 0: |          | 1657/? [14:43<00:00,  1.87it/s]
Epoch 0: |          | 1658/? [14:44<00:00,  1.88it/s]
Epoch 0: |          | 1658/? [14:44<00:00,  1.88it/s]
Epoch 0: |          | 1659/? [14:44<00:00,  1.88it/s]
Epoch 0: |          | 1659/? [14:44<00:00,  1.88it/s]
Epoch 0: |          | 1660/? [14:45<00:00,  1.88it/s]
Epoch 0: |          | 1660/? [14:45<00:00,  1.88it/s]
Epoch 0: |          | 1661/? [14:45<00:00,  1.88it/s]
Epoch 0: |          | 1661/? [14:45<00:00,  1.88it/s]
Epoch 0: |          | 1662/? [14:45<00:00,  1.88it/s]
Epoch 0: |          | 1662/? [14:45<00:00,  1.88it/s]
Epoch 0: |          | 1663/? [14:46<00:00,  1.88it/s]
Epoch 0: |          | 1663/? [14:46<00:00,  1.88it/s]
Epoch 0: |          | 1664/? [14:46<00:00,  1.88it/s]
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Epoch 0: |          | 1709/? [15:05<00:00,  1.89it/s]
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Epoch 0: |          | 1711/? [15:06<00:00,  1.89it/s]
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Epoch 0: |          | 1712/? [15:06<00:00,  1.89it/s]
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Epoch 0: |          | 1713/? [15:07<00:00,  1.89it/s]
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Epoch 0: |          | 1714/? [15:07<00:00,  1.89it/s]
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Epoch 0: |          | 1715/? [15:08<00:00,  1.89it/s]
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Epoch 0: |          | 1719/? [15:09<00:00,  1.89it/s]
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Epoch 0: |          | 1721/? [15:10<00:00,  1.89it/s]
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Epoch 0: |          | 1722/? [15:10<00:00,  1.89it/s]
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Epoch 0: |          | 1723/? [15:11<00:00,  1.89it/s]
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Epoch 0: |          | 1724/? [15:11<00:00,  1.89it/s]
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Epoch 0: |          | 1725/? [15:12<00:00,  1.89it/s]
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Epoch 0: |          | 1726/? [15:12<00:00,  1.89it/s]
Epoch 0: |          | 1726/? [15:12<00:00,  1.89it/s]
Epoch 0: |          | 1727/? [15:13<00:00,  1.89it/s]
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Epoch 0: |          | 1728/? [15:13<00:00,  1.89it/s]
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Epoch 0: |          | 1729/? [15:13<00:00,  1.89it/s]
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Epoch 0: |          | 1730/? [15:14<00:00,  1.89it/s]
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Epoch 0: |          | 1731/? [15:14<00:00,  1.89it/s]
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Epoch 0: |          | 1732/? [15:15<00:00,  1.89it/s]
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Epoch 0: |          | 1733/? [15:15<00:00,  1.89it/s]
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Epoch 0: |          | 1734/? [15:15<00:00,  1.89it/s]
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Epoch 0: |          | 1735/? [15:16<00:00,  1.89it/s]
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Epoch 0: |          | 1736/? [15:16<00:00,  1.89it/s]
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Epoch 0: |          | 1737/? [15:17<00:00,  1.89it/s]
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Epoch 0: |          | 1738/? [15:17<00:00,  1.89it/s]
Epoch 0: |          | 1738/? [15:17<00:00,  1.89it/s]
Epoch 0: |          | 1739/? [15:17<00:00,  1.89it/s]
Epoch 0: |          | 1739/? [15:17<00:00,  1.89it/s]
Epoch 0: |          | 1740/? [15:18<00:00,  1.89it/s]
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Epoch 0: |          | 1741/? [15:18<00:00,  1.89it/s]
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Epoch 0: |          | 1742/? [15:19<00:00,  1.90it/s]
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Epoch 0: |          | 1746/? [15:20<00:00,  1.90it/s]
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Epoch 0: |          | 1747/? [15:21<00:00,  1.90it/s]
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Epoch 0: |          | 1748/? [15:21<00:00,  1.90it/s]
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Epoch 0: |          | 1749/? [15:22<00:00,  1.90it/s]
Epoch 0: |          | 1749/? [15:22<00:00,  1.90it/s]
Epoch 0: |          | 1750/? [15:22<00:00,  1.90it/s]
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Epoch 0: |          | 1751/? [15:22<00:00,  1.90it/s]
Epoch 0: |          | 1751/? [15:22<00:00,  1.90it/s]
Epoch 0: |          | 1752/? [15:23<00:00,  1.90it/s]
Epoch 0: |          | 1752/? [15:23<00:00,  1.90it/s]
Epoch 0: |          | 1753/? [15:23<00:00,  1.90it/s]
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Epoch 0: |          | 1754/? [15:24<00:00,  1.90it/s]
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Epoch 0: |          | 1755/? [15:24<00:00,  1.90it/s]
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Epoch 0: |          | 1756/? [15:24<00:00,  1.90it/s]
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Epoch 0: |          | 1757/? [15:25<00:00,  1.90it/s]
Epoch 0: |          | 1757/? [15:25<00:00,  1.90it/s]
Epoch 0: |          | 1758/? [15:25<00:00,  1.90it/s]
Epoch 0: |          | 1758/? [15:25<00:00,  1.90it/s]
Epoch 0: |          | 1759/? [15:26<00:00,  1.90it/s]
Epoch 0: |          | 1759/? [15:26<00:00,  1.90it/s]
Epoch 0: |          | 1760/? [15:26<00:00,  1.90it/s]
Epoch 0: |          | 1760/? [15:26<00:00,  1.90it/s]
Epoch 0: |          | 1761/? [15:27<00:00,  1.90it/s]
Epoch 0: |          | 1761/? [15:27<00:00,  1.90it/s]
Epoch 0: |          | 1762/? [15:27<00:00,  1.90it/s]
Epoch 0: |          | 1762/? [15:27<00:00,  1.90it/s]
Epoch 0: |          | 1763/? [15:27<00:00,  1.90it/s]
Epoch 0: |          | 1763/? [15:27<00:00,  1.90it/s]
Epoch 0: |          | 1764/? [15:28<00:00,  1.90it/s]
Epoch 0: |          | 1764/? [15:28<00:00,  1.90it/s]
Epoch 0: |          | 1765/? [15:28<00:00,  1.90it/s]
Epoch 0: |          | 1765/? [15:28<00:00,  1.90it/s]
Epoch 0: |          | 1766/? [15:29<00:00,  1.90it/s]
Epoch 0: |          | 1766/? [15:29<00:00,  1.90it/s]
Epoch 0: |          | 1767/? [15:29<00:00,  1.90it/s]
Epoch 0: |          | 1767/? [15:29<00:00,  1.90it/s]
Epoch 0: |          | 1768/? [15:29<00:00,  1.90it/s]
Epoch 0: |          | 1768/? [15:29<00:00,  1.90it/s]
Epoch 0: |          | 1769/? [15:30<00:00,  1.90it/s]
Epoch 0: |          | 1769/? [15:30<00:00,  1.90it/s]
Epoch 0: |          | 1770/? [15:30<00:00,  1.90it/s]
Epoch 0: |          | 1770/? [15:30<00:00,  1.90it/s]
Epoch 0: |          | 1771/? [15:31<00:00,  1.90it/s]
Epoch 0: |          | 1771/? [15:31<00:00,  1.90it/s]
Epoch 0: |          | 1772/? [15:31<00:00,  1.90it/s]
Epoch 0: |          | 1772/? [15:31<00:00,  1.90it/s]
Epoch 0: |          | 1773/? [15:32<00:00,  1.90it/s]
Epoch 0: |          | 1773/? [15:32<00:00,  1.90it/s]
Epoch 0: |          | 1774/? [15:32<00:00,  1.90it/s]
Epoch 0: |          | 1774/? [15:32<00:00,  1.90it/s]
Epoch 0: |          | 1775/? [15:32<00:00,  1.90it/s]
Epoch 0: |          | 1775/? [15:32<00:00,  1.90it/s]
Epoch 0: |          | 1776/? [15:33<00:00,  1.90it/s]
Epoch 0: |          | 1776/? [15:33<00:00,  1.90it/s]
Epoch 0: |          | 1777/? [15:33<00:00,  1.90it/s]
Epoch 0: |          | 1777/? [15:33<00:00,  1.90it/s]
Epoch 0: |          | 1778/? [15:34<00:00,  1.90it/s]
Epoch 0: |          | 1778/? [15:34<00:00,  1.90it/s]
Epoch 0: |          | 1779/? [15:34<00:00,  1.90it/s]
Epoch 0: |          | 1779/? [15:34<00:00,  1.90it/s]
Epoch 0: |          | 1780/? [15:34<00:00,  1.90it/s]
Epoch 0: |          | 1780/? [15:34<00:00,  1.90it/s]
Epoch 0: |          | 1781/? [15:35<00:00,  1.90it/s]
Epoch 0: |          | 1781/? [15:35<00:00,  1.90it/s]
Epoch 0: |          | 1782/? [15:35<00:00,  1.90it/s]
Epoch 0: |          | 1782/? [15:35<00:00,  1.90it/s]
Epoch 0: |          | 1783/? [15:36<00:00,  1.90it/s]
Epoch 0: |          | 1783/? [15:36<00:00,  1.90it/s]
Epoch 0: |          | 1784/? [15:36<00:00,  1.90it/s]
Epoch 0: |          | 1784/? [15:36<00:00,  1.90it/s]
Epoch 0: |          | 1785/? [15:37<00:00,  1.91it/s]
Epoch 0: |          | 1785/? [15:37<00:00,  1.91it/s]
Epoch 0: |          | 1786/? [15:37<00:00,  1.91it/s]
Epoch 0: |          | 1786/? [15:37<00:00,  1.91it/s]
Epoch 0: |          | 1787/? [15:37<00:00,  1.91it/s]
Epoch 0: |          | 1787/? [15:37<00:00,  1.91it/s]
Epoch 0: |          | 1788/? [15:38<00:00,  1.91it/s]
Epoch 0: |          | 1788/? [15:38<00:00,  1.91it/s]
Epoch 0: |          | 1789/? [15:38<00:00,  1.91it/s]
Epoch 0: |          | 1789/? [15:38<00:00,  1.91it/s]
Epoch 0: |          | 1790/? [15:39<00:00,  1.91it/s]
Epoch 0: |          | 1790/? [15:39<00:00,  1.91it/s]
Epoch 0: |          | 1791/? [15:39<00:00,  1.91it/s]
Epoch 0: |          | 1791/? [15:39<00:00,  1.91it/s]
Epoch 0: |          | 1792/? [15:39<00:00,  1.91it/s]
Epoch 0: |          | 1792/? [15:39<00:00,  1.91it/s]
Epoch 0: |          | 1793/? [15:40<00:00,  1.91it/s]
Epoch 0: |          | 1793/? [15:40<00:00,  1.91it/s]
Epoch 0: |          | 1794/? [15:40<00:00,  1.91it/s]
Epoch 0: |          | 1794/? [15:40<00:00,  1.91it/s]
Epoch 0: |          | 1795/? [15:41<00:00,  1.91it/s]
Epoch 0: |          | 1795/? [15:41<00:00,  1.91it/s]
Epoch 0: |          | 1796/? [15:41<00:00,  1.91it/s]
Epoch 0: |          | 1796/? [15:41<00:00,  1.91it/s]
Epoch 0: |          | 1797/? [15:42<00:00,  1.91it/s]
Epoch 0: |          | 1797/? [15:42<00:00,  1.91it/s]
Epoch 0: |          | 1798/? [15:42<00:00,  1.91it/s]
Epoch 0: |          | 1798/? [15:42<00:00,  1.91it/s]
Epoch 0: |          | 1799/? [15:42<00:00,  1.91it/s]
Epoch 0: |          | 1799/? [15:42<00:00,  1.91it/s]
Epoch 0: |          | 1800/? [15:43<00:00,  1.91it/s]
Epoch 0: |          | 1800/? [15:43<00:00,  1.91it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  3.65it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  3.56it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  3.58it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  3.63it/s]

Epoch 0: |          | 1800/? [15:44<00:00,  1.91it/s]
Epoch 0: |          | 1801/? [15:44<00:00,  1.91it/s]
Epoch 0: |          | 1801/? [15:44<00:00,  1.91it/s]
Epoch 0: |          | 1802/? [15:45<00:00,  1.91it/s]
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Epoch 0: |          | 1803/? [15:45<00:00,  1.91it/s]
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Epoch 0: |          | 1804/? [15:46<00:00,  1.91it/s]
Epoch 0: |          | 1804/? [15:46<00:00,  1.91it/s]
Epoch 0: |          | 1805/? [15:46<00:00,  1.91it/s]
Epoch 0: |          | 1805/? [15:46<00:00,  1.91it/s]
Epoch 0: |          | 1806/? [15:46<00:00,  1.91it/s]
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Epoch 0: |          | 1807/? [15:47<00:00,  1.91it/s]
Epoch 0: |          | 1807/? [15:47<00:00,  1.91it/s]
Epoch 0: |          | 1808/? [15:47<00:00,  1.91it/s]
Epoch 0: |          | 1808/? [15:47<00:00,  1.91it/s]
Epoch 0: |          | 1809/? [15:48<00:00,  1.91it/s]
Epoch 0: |          | 1809/? [15:48<00:00,  1.91it/s]
Epoch 0: |          | 1810/? [15:48<00:00,  1.91it/s]
Epoch 0: |          | 1810/? [15:48<00:00,  1.91it/s]
Epoch 0: |          | 1811/? [15:49<00:00,  1.91it/s]
Epoch 0: |          | 1811/? [15:49<00:00,  1.91it/s]
Epoch 0: |          | 1812/? [15:49<00:00,  1.91it/s]
Epoch 0: |          | 1812/? [15:49<00:00,  1.91it/s]
Epoch 0: |          | 1813/? [15:49<00:00,  1.91it/s]
Epoch 0: |          | 1813/? [15:49<00:00,  1.91it/s]
Epoch 0: |          | 1814/? [15:50<00:00,  1.91it/s]
Epoch 0: |          | 1814/? [15:50<00:00,  1.91it/s]
Epoch 0: |          | 1815/? [15:50<00:00,  1.91it/s]
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Epoch 0: |          | 1816/? [15:51<00:00,  1.91it/s]
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Epoch 0: |          | 1817/? [15:51<00:00,  1.91it/s]
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Epoch 0: |          | 1818/? [15:51<00:00,  1.91it/s]
Epoch 0: |          | 1818/? [15:51<00:00,  1.91it/s]
Epoch 0: |          | 1819/? [15:52<00:00,  1.91it/s]
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Epoch 0: |          | 1820/? [15:52<00:00,  1.91it/s]
Epoch 0: |          | 1820/? [15:52<00:00,  1.91it/s]
Epoch 0: |          | 1821/? [15:53<00:00,  1.91it/s]
Epoch 0: |          | 1821/? [15:53<00:00,  1.91it/s]
Epoch 0: |          | 1822/? [15:53<00:00,  1.91it/s]
Epoch 0: |          | 1822/? [15:53<00:00,  1.91it/s]
Epoch 0: |          | 1823/? [15:54<00:00,  1.91it/s]
Epoch 0: |          | 1823/? [15:54<00:00,  1.91it/s]
Epoch 0: |          | 1824/? [15:54<00:00,  1.91it/s]
Epoch 0: |          | 1824/? [15:54<00:00,  1.91it/s]
Epoch 0: |          | 1825/? [15:54<00:00,  1.91it/s]
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Epoch 0: |          | 1826/? [15:55<00:00,  1.91it/s]
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Epoch 0: |          | 1827/? [15:55<00:00,  1.91it/s]
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Epoch 0: |          | 1828/? [15:56<00:00,  1.91it/s]
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Epoch 0: |          | 1829/? [15:56<00:00,  1.91it/s]
Epoch 0: |          | 1829/? [15:56<00:00,  1.91it/s]
Epoch 0: |          | 1830/? [15:56<00:00,  1.91it/s]
Epoch 0: |          | 1830/? [15:56<00:00,  1.91it/s]
Epoch 0: |          | 1831/? [15:57<00:00,  1.91it/s]
Epoch 0: |          | 1831/? [15:57<00:00,  1.91it/s]
Epoch 0: |          | 1832/? [15:57<00:00,  1.91it/s]
Epoch 0: |          | 1832/? [15:57<00:00,  1.91it/s]
Epoch 0: |          | 1833/? [15:58<00:00,  1.91it/s]
Epoch 0: |          | 1833/? [15:58<00:00,  1.91it/s]
Epoch 0: |          | 1834/? [15:58<00:00,  1.91it/s]
Epoch 0: |          | 1834/? [15:58<00:00,  1.91it/s]
Epoch 0: |          | 1835/? [15:58<00:00,  1.91it/s]
Epoch 0: |          | 1835/? [15:58<00:00,  1.91it/s]
Epoch 0: |          | 1836/? [15:59<00:00,  1.91it/s]
Epoch 0: |          | 1836/? [15:59<00:00,  1.91it/s]
Epoch 0: |          | 1837/? [15:59<00:00,  1.91it/s]
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Epoch 0: |          | 1838/? [16:00<00:00,  1.91it/s]
Epoch 0: |          | 1838/? [16:00<00:00,  1.91it/s]
Epoch 0: |          | 1839/? [16:00<00:00,  1.91it/s]
Epoch 0: |          | 1839/? [16:00<00:00,  1.91it/s]
Epoch 0: |          | 1840/? [16:01<00:00,  1.91it/s]
Epoch 0: |          | 1840/? [16:01<00:00,  1.91it/s]
Epoch 0: |          | 1841/? [16:01<00:00,  1.91it/s]
Epoch 0: |          | 1841/? [16:01<00:00,  1.91it/s]
Epoch 0: |          | 1842/? [16:01<00:00,  1.92it/s]
Epoch 0: |          | 1842/? [16:01<00:00,  1.92it/s]
Epoch 0: |          | 1843/? [16:02<00:00,  1.92it/s]
Epoch 0: |          | 1843/? [16:02<00:00,  1.92it/s]
Epoch 0: |          | 1844/? [16:02<00:00,  1.92it/s]
Epoch 0: |          | 1844/? [16:02<00:00,  1.92it/s]
Epoch 0: |          | 1845/? [16:03<00:00,  1.92it/s]
Epoch 0: |          | 1845/? [16:03<00:00,  1.92it/s]
Epoch 0: |          | 1846/? [16:03<00:00,  1.92it/s]
Epoch 0: |          | 1846/? [16:03<00:00,  1.92it/s]
Epoch 0: |          | 1847/? [16:03<00:00,  1.92it/s]
Epoch 0: |          | 1847/? [16:03<00:00,  1.92it/s]
Epoch 0: |          | 1848/? [16:04<00:00,  1.92it/s]
Epoch 0: |          | 1848/? [16:04<00:00,  1.92it/s]
Epoch 0: |          | 1849/? [16:04<00:00,  1.92it/s]
Epoch 0: |          | 1849/? [16:04<00:00,  1.92it/s]
Epoch 0: |          | 1850/? [16:05<00:00,  1.92it/s]
Epoch 0: |          | 1850/? [16:05<00:00,  1.92it/s]
Epoch 0: |          | 1851/? [16:05<00:00,  1.92it/s]
Epoch 0: |          | 1851/? [16:05<00:00,  1.92it/s]
Epoch 0: |          | 1852/? [16:06<00:00,  1.92it/s]
Epoch 0: |          | 1852/? [16:06<00:00,  1.92it/s]
Epoch 0: |          | 1853/? [16:06<00:00,  1.92it/s]
Epoch 0: |          | 1853/? [16:06<00:00,  1.92it/s]
Epoch 0: |          | 1854/? [16:06<00:00,  1.92it/s]
Epoch 0: |          | 1854/? [16:06<00:00,  1.92it/s]
Epoch 0: |          | 1855/? [16:07<00:00,  1.92it/s]
Epoch 0: |          | 1855/? [16:07<00:00,  1.92it/s]
Epoch 0: |          | 1856/? [16:07<00:00,  1.92it/s]
Epoch 0: |          | 1856/? [16:07<00:00,  1.92it/s]
Epoch 0: |          | 1857/? [16:08<00:00,  1.92it/s]
Epoch 0: |          | 1857/? [16:08<00:00,  1.92it/s]
Epoch 0: |          | 1858/? [16:08<00:00,  1.92it/s]
Epoch 0: |          | 1858/? [16:08<00:00,  1.92it/s]
Epoch 0: |          | 1859/? [16:08<00:00,  1.92it/s]
Epoch 0: |          | 1859/? [16:08<00:00,  1.92it/s]
Epoch 0: |          | 1860/? [16:09<00:00,  1.92it/s]
Epoch 0: |          | 1860/? [16:09<00:00,  1.92it/s]
Epoch 0: |          | 1861/? [16:09<00:00,  1.92it/s]
Epoch 0: |          | 1861/? [16:09<00:00,  1.92it/s]
Epoch 0: |          | 1862/? [16:10<00:00,  1.92it/s]
Epoch 0: |          | 1862/? [16:10<00:00,  1.92it/s]
Epoch 0: |          | 1863/? [16:10<00:00,  1.92it/s]
Epoch 0: |          | 1863/? [16:10<00:00,  1.92it/s]
Epoch 0: |          | 1864/? [16:11<00:00,  1.92it/s]
Epoch 0: |          | 1864/? [16:11<00:00,  1.92it/s]
Epoch 0: |          | 1865/? [16:11<00:00,  1.92it/s]
Epoch 0: |          | 1865/? [16:11<00:00,  1.92it/s]
Epoch 0: |          | 1866/? [16:11<00:00,  1.92it/s]
Epoch 0: |          | 1866/? [16:11<00:00,  1.92it/s]
Epoch 0: |          | 1867/? [16:12<00:00,  1.92it/s]
Epoch 0: |          | 1867/? [16:12<00:00,  1.92it/s]
Epoch 0: |          | 1868/? [16:12<00:00,  1.92it/s]
Epoch 0: |          | 1868/? [16:12<00:00,  1.92it/s]
Epoch 0: |          | 1869/? [16:13<00:00,  1.92it/s]
Epoch 0: |          | 1869/? [16:13<00:00,  1.92it/s]
Epoch 0: |          | 1870/? [16:13<00:00,  1.92it/s]
Epoch 0: |          | 1870/? [16:13<00:00,  1.92it/s]
Epoch 0: |          | 1871/? [16:14<00:00,  1.92it/s]
Epoch 0: |          | 1871/? [16:14<00:00,  1.92it/s]
Epoch 0: |          | 1872/? [16:14<00:00,  1.92it/s]
Epoch 0: |          | 1872/? [16:14<00:00,  1.92it/s]
Epoch 0: |          | 1873/? [16:15<00:00,  1.92it/s]
Epoch 0: |          | 1873/? [16:15<00:00,  1.92it/s]
Epoch 0: |          | 1874/? [16:15<00:00,  1.92it/s]
Epoch 0: |          | 1874/? [16:15<00:00,  1.92it/s]
Epoch 0: |          | 1875/? [16:15<00:00,  1.92it/s]
Epoch 0: |          | 1875/? [16:15<00:00,  1.92it/s]
Epoch 0: |          | 1876/? [16:16<00:00,  1.92it/s]
Epoch 0: |          | 1876/? [16:16<00:00,  1.92it/s]
Epoch 0: |          | 1877/? [16:16<00:00,  1.92it/s]
Epoch 0: |          | 1877/? [16:16<00:00,  1.92it/s]
Epoch 0: |          | 1878/? [16:17<00:00,  1.92it/s]
Epoch 0: |          | 1878/? [16:17<00:00,  1.92it/s]
Epoch 0: |          | 1879/? [16:17<00:00,  1.92it/s]
Epoch 0: |          | 1879/? [16:17<00:00,  1.92it/s]
Epoch 0: |          | 1880/? [16:17<00:00,  1.92it/s]
Epoch 0: |          | 1880/? [16:17<00:00,  1.92it/s]
Epoch 0: |          | 1881/? [16:18<00:00,  1.92it/s]
Epoch 0: |          | 1881/? [16:18<00:00,  1.92it/s]
Epoch 0: |          | 1882/? [16:18<00:00,  1.92it/s]
Epoch 0: |          | 1882/? [16:18<00:00,  1.92it/s]
Epoch 0: |          | 1883/? [16:19<00:00,  1.92it/s]
Epoch 0: |          | 1883/? [16:19<00:00,  1.92it/s]
Epoch 0: |          | 1884/? [16:19<00:00,  1.92it/s]
Epoch 0: |          | 1884/? [16:19<00:00,  1.92it/s]
Epoch 0: |          | 1885/? [16:20<00:00,  1.92it/s]
Epoch 0: |          | 1885/? [16:20<00:00,  1.92it/s]
Epoch 0: |          | 1886/? [16:20<00:00,  1.92it/s]
Epoch 0: |          | 1886/? [16:20<00:00,  1.92it/s]
Epoch 0: |          | 1887/? [16:20<00:00,  1.92it/s]
Epoch 0: |          | 1887/? [16:20<00:00,  1.92it/s]
Epoch 0: |          | 1888/? [16:21<00:00,  1.92it/s]
Epoch 0: |          | 1888/? [16:21<00:00,  1.92it/s]
Epoch 0: |          | 1889/? [16:21<00:00,  1.92it/s]
Epoch 0: |          | 1889/? [16:21<00:00,  1.92it/s]
Epoch 0: |          | 1890/? [16:22<00:00,  1.92it/s]
Epoch 0: |          | 1890/? [16:22<00:00,  1.92it/s]
Epoch 0: |          | 1891/? [16:22<00:00,  1.92it/s]
Epoch 0: |          | 1891/? [16:22<00:00,  1.92it/s]
Epoch 0: |          | 1892/? [16:22<00:00,  1.92it/s]
Epoch 0: |          | 1892/? [16:22<00:00,  1.92it/s]
Epoch 0: |          | 1893/? [16:23<00:00,  1.93it/s]
Epoch 0: |          | 1893/? [16:23<00:00,  1.93it/s]
Epoch 0: |          | 1894/? [16:23<00:00,  1.93it/s]
Epoch 0: |          | 1894/? [16:23<00:00,  1.93it/s]
Epoch 0: |          | 1895/? [16:24<00:00,  1.93it/s]
Epoch 0: |          | 1895/? [16:24<00:00,  1.93it/s]
Epoch 0: |          | 1896/? [16:24<00:00,  1.93it/s]
Epoch 0: |          | 1896/? [16:24<00:00,  1.93it/s]
Epoch 0: |          | 1897/? [16:24<00:00,  1.93it/s]
Epoch 0: |          | 1897/? [16:24<00:00,  1.93it/s]
Epoch 0: |          | 1898/? [16:25<00:00,  1.93it/s]
Epoch 0: |          | 1898/? [16:25<00:00,  1.93it/s]
Epoch 0: |          | 1899/? [16:25<00:00,  1.93it/s]
Epoch 0: |          | 1899/? [16:25<00:00,  1.93it/s]
Epoch 0: |          | 1900/? [16:26<00:00,  1.93it/s]
Epoch 0: |          | 1900/? [16:26<00:00,  1.93it/s]
Epoch 0: |          | 1901/? [16:26<00:00,  1.93it/s]
Epoch 0: |          | 1901/? [16:26<00:00,  1.93it/s]
Epoch 0: |          | 1902/? [16:26<00:00,  1.93it/s]
Epoch 0: |          | 1902/? [16:26<00:00,  1.93it/s]
Epoch 0: |          | 1903/? [16:27<00:00,  1.93it/s]
Epoch 0: |          | 1903/? [16:27<00:00,  1.93it/s]
Epoch 0: |          | 1904/? [16:27<00:00,  1.93it/s]
Epoch 0: |          | 1904/? [16:27<00:00,  1.93it/s]
Epoch 0: |          | 1905/? [16:28<00:00,  1.93it/s]
Epoch 0: |          | 1905/? [16:28<00:00,  1.93it/s]
Epoch 0: |          | 1906/? [16:28<00:00,  1.93it/s]
Epoch 0: |          | 1906/? [16:28<00:00,  1.93it/s]
Epoch 0: |          | 1907/? [16:29<00:00,  1.93it/s]
Epoch 0: |          | 1907/? [16:29<00:00,  1.93it/s]
Epoch 0: |          | 1908/? [16:29<00:00,  1.93it/s]
Epoch 0: |          | 1908/? [16:29<00:00,  1.93it/s]
Epoch 0: |          | 1909/? [16:29<00:00,  1.93it/s]
Epoch 0: |          | 1909/? [16:29<00:00,  1.93it/s]
Epoch 0: |          | 1910/? [16:30<00:00,  1.93it/s]
Epoch 0: |          | 1910/? [16:30<00:00,  1.93it/s]
Epoch 0: |          | 1911/? [16:30<00:00,  1.93it/s]
Epoch 0: |          | 1911/? [16:30<00:00,  1.93it/s]
Epoch 0: |          | 1912/? [16:31<00:00,  1.93it/s]
Epoch 0: |          | 1912/? [16:31<00:00,  1.93it/s]
Epoch 0: |          | 1913/? [16:31<00:00,  1.93it/s]
Epoch 0: |          | 1913/? [16:31<00:00,  1.93it/s]
Epoch 0: |          | 1914/? [16:32<00:00,  1.93it/s]
Epoch 0: |          | 1914/? [16:32<00:00,  1.93it/s]
Epoch 0: |          | 1915/? [16:32<00:00,  1.93it/s]
Epoch 0: |          | 1915/? [16:32<00:00,  1.93it/s]
Epoch 0: |          | 1916/? [16:32<00:00,  1.93it/s]
Epoch 0: |          | 1916/? [16:32<00:00,  1.93it/s]
Epoch 0: |          | 1917/? [16:33<00:00,  1.93it/s]
Epoch 0: |          | 1917/? [16:33<00:00,  1.93it/s]
Epoch 0: |          | 1918/? [16:33<00:00,  1.93it/s]
Epoch 0: |          | 1918/? [16:33<00:00,  1.93it/s]
Epoch 0: |          | 1919/? [16:34<00:00,  1.93it/s]
Epoch 0: |          | 1919/? [16:34<00:00,  1.93it/s]
Epoch 0: |          | 1920/? [16:34<00:00,  1.93it/s]
Epoch 0: |          | 1920/? [16:34<00:00,  1.93it/s]
Epoch 0: |          | 1921/? [16:35<00:00,  1.93it/s]
Epoch 0: |          | 1921/? [16:35<00:00,  1.93it/s]
Epoch 0: |          | 1922/? [16:35<00:00,  1.93it/s]
Epoch 0: |          | 1922/? [16:35<00:00,  1.93it/s]
Epoch 0: |          | 1923/? [16:35<00:00,  1.93it/s]
Epoch 0: |          | 1923/? [16:35<00:00,  1.93it/s]
Epoch 0: |          | 1924/? [16:36<00:00,  1.93it/s]
Epoch 0: |          | 1924/? [16:36<00:00,  1.93it/s]
Epoch 0: |          | 1925/? [16:36<00:00,  1.93it/s]
Epoch 0: |          | 1925/? [16:36<00:00,  1.93it/s]
Epoch 0: |          | 1926/? [16:37<00:00,  1.93it/s]
Epoch 0: |          | 1926/? [16:37<00:00,  1.93it/s]
Epoch 0: |          | 1927/? [16:37<00:00,  1.93it/s]
Epoch 0: |          | 1927/? [16:37<00:00,  1.93it/s]
Epoch 0: |          | 1928/? [16:37<00:00,  1.93it/s]
Epoch 0: |          | 1928/? [16:37<00:00,  1.93it/s]
Epoch 0: |          | 1929/? [16:38<00:00,  1.93it/s]
Epoch 0: |          | 1929/? [16:38<00:00,  1.93it/s]
Epoch 0: |          | 1930/? [16:38<00:00,  1.93it/s]
Epoch 0: |          | 1930/? [16:38<00:00,  1.93it/s]
Epoch 0: |          | 1931/? [16:39<00:00,  1.93it/s]
Epoch 0: |          | 1931/? [16:39<00:00,  1.93it/s]
Epoch 0: |          | 1932/? [16:39<00:00,  1.93it/s]
Epoch 0: |          | 1932/? [16:39<00:00,  1.93it/s]
Epoch 0: |          | 1933/? [16:39<00:00,  1.93it/s]
Epoch 0: |          | 1933/? [16:39<00:00,  1.93it/s]
Epoch 0: |          | 1934/? [16:40<00:00,  1.93it/s]
Epoch 0: |          | 1934/? [16:40<00:00,  1.93it/s]
Epoch 0: |          | 1935/? [16:40<00:00,  1.93it/s]
Epoch 0: |          | 1935/? [16:40<00:00,  1.93it/s]
Epoch 0: |          | 1936/? [16:41<00:00,  1.93it/s]
Epoch 0: |          | 1936/? [16:41<00:00,  1.93it/s]
Epoch 0: |          | 1937/? [16:41<00:00,  1.93it/s]
Epoch 0: |          | 1937/? [16:41<00:00,  1.93it/s]
Epoch 0: |          | 1938/? [16:41<00:00,  1.93it/s]
Epoch 0: |          | 1938/? [16:41<00:00,  1.93it/s]
Epoch 0: |          | 1939/? [16:42<00:00,  1.93it/s]
Epoch 0: |          | 1939/? [16:42<00:00,  1.93it/s]
Epoch 0: |          | 1940/? [16:42<00:00,  1.93it/s]
Epoch 0: |          | 1940/? [16:42<00:00,  1.93it/s]
Epoch 0: |          | 1941/? [16:43<00:00,  1.93it/s]
Epoch 0: |          | 1941/? [16:43<00:00,  1.93it/s]
Epoch 0: |          | 1942/? [16:43<00:00,  1.94it/s]
Epoch 0: |          | 1942/? [16:43<00:00,  1.94it/s]
Epoch 0: |          | 1943/? [16:44<00:00,  1.94it/s]
Epoch 0: |          | 1943/? [16:44<00:00,  1.94it/s]
Epoch 0: |          | 1944/? [16:44<00:00,  1.94it/s]
Epoch 0: |          | 1944/? [16:44<00:00,  1.94it/s]
Epoch 0: |          | 1945/? [16:44<00:00,  1.94it/s]
Epoch 0: |          | 1945/? [16:44<00:00,  1.94it/s]
Epoch 0: |          | 1946/? [16:45<00:00,  1.94it/s]
Epoch 0: |          | 1946/? [16:45<00:00,  1.94it/s]
Epoch 0: |          | 1947/? [16:45<00:00,  1.94it/s]
Epoch 0: |          | 1947/? [16:45<00:00,  1.94it/s]
Epoch 0: |          | 1948/? [16:46<00:00,  1.94it/s]
Epoch 0: |          | 1948/? [16:46<00:00,  1.94it/s]
Epoch 0: |          | 1949/? [16:46<00:00,  1.94it/s]
Epoch 0: |          | 1949/? [16:46<00:00,  1.94it/s]
Epoch 0: |          | 1950/? [16:46<00:00,  1.94it/s]
Epoch 0: |          | 1950/? [16:46<00:00,  1.94it/s]
Epoch 0: |          | 1951/? [16:47<00:00,  1.94it/s]
Epoch 0: |          | 1951/? [16:47<00:00,  1.94it/s]
Epoch 0: |          | 1952/? [16:47<00:00,  1.94it/s]
Epoch 0: |          | 1952/? [16:47<00:00,  1.94it/s]
Epoch 0: |          | 1953/? [16:48<00:00,  1.94it/s]
Epoch 0: |          | 1953/? [16:48<00:00,  1.94it/s]
Epoch 0: |          | 1954/? [16:48<00:00,  1.94it/s]
Epoch 0: |          | 1954/? [16:48<00:00,  1.94it/s]
Epoch 0: |          | 1955/? [16:48<00:00,  1.94it/s]
Epoch 0: |          | 1955/? [16:48<00:00,  1.94it/s]
Epoch 0: |          | 1956/? [16:49<00:00,  1.94it/s]
Epoch 0: |          | 1956/? [16:49<00:00,  1.94it/s]
Epoch 0: |          | 1957/? [16:49<00:00,  1.94it/s]
Epoch 0: |          | 1957/? [16:49<00:00,  1.94it/s]
Epoch 0: |          | 1958/? [16:50<00:00,  1.94it/s]
Epoch 0: |          | 1958/? [16:50<00:00,  1.94it/s]
Epoch 0: |          | 1959/? [16:50<00:00,  1.94it/s]
Epoch 0: |          | 1959/? [16:50<00:00,  1.94it/s]
Epoch 0: |          | 1960/? [16:50<00:00,  1.94it/s]
Epoch 0: |          | 1960/? [16:50<00:00,  1.94it/s]
Epoch 0: |          | 1961/? [16:51<00:00,  1.94it/s]
Epoch 0: |          | 1961/? [16:51<00:00,  1.94it/s]
Epoch 0: |          | 1962/? [16:51<00:00,  1.94it/s]
Epoch 0: |          | 1962/? [16:51<00:00,  1.94it/s]
Epoch 0: |          | 1963/? [16:52<00:00,  1.94it/s]
Epoch 0: |          | 1963/? [16:52<00:00,  1.94it/s]
Epoch 0: |          | 1964/? [16:52<00:00,  1.94it/s]
Epoch 0: |          | 1964/? [16:52<00:00,  1.94it/s]
Epoch 0: |          | 1965/? [16:52<00:00,  1.94it/s]
Epoch 0: |          | 1965/? [16:52<00:00,  1.94it/s]
Epoch 0: |          | 1966/? [16:53<00:00,  1.94it/s]
Epoch 0: |          | 1966/? [16:53<00:00,  1.94it/s]
Epoch 0: |          | 1967/? [16:53<00:00,  1.94it/s]
Epoch 0: |          | 1967/? [16:53<00:00,  1.94it/s]
Epoch 0: |          | 1968/? [16:54<00:00,  1.94it/s]
Epoch 0: |          | 1968/? [16:54<00:00,  1.94it/s]
Epoch 0: |          | 1969/? [16:54<00:00,  1.94it/s]
Epoch 0: |          | 1969/? [16:54<00:00,  1.94it/s]
Epoch 0: |          | 1970/? [16:54<00:00,  1.94it/s]
Epoch 0: |          | 1970/? [16:54<00:00,  1.94it/s]
Epoch 0: |          | 1971/? [16:55<00:00,  1.94it/s]
Epoch 0: |          | 1971/? [16:55<00:00,  1.94it/s]
Epoch 0: |          | 1972/? [16:55<00:00,  1.94it/s]
Epoch 0: |          | 1972/? [16:55<00:00,  1.94it/s]
Epoch 0: |          | 1973/? [16:56<00:00,  1.94it/s]
Epoch 0: |          | 1973/? [16:56<00:00,  1.94it/s]
Epoch 0: |          | 1974/? [16:56<00:00,  1.94it/s]
Epoch 0: |          | 1974/? [16:56<00:00,  1.94it/s]
Epoch 0: |          | 1975/? [16:56<00:00,  1.94it/s]
Epoch 0: |          | 1975/? [16:56<00:00,  1.94it/s]
Epoch 0: |          | 1976/? [16:57<00:00,  1.94it/s]
Epoch 0: |          | 1976/? [16:57<00:00,  1.94it/s]
Epoch 0: |          | 1977/? [16:57<00:00,  1.94it/s]
Epoch 0: |          | 1977/? [16:57<00:00,  1.94it/s]
Epoch 0: |          | 1978/? [16:58<00:00,  1.94it/s]
Epoch 0: |          | 1978/? [16:58<00:00,  1.94it/s]
Epoch 0: |          | 1979/? [16:58<00:00,  1.94it/s]
Epoch 0: |          | 1979/? [16:58<00:00,  1.94it/s]
Epoch 0: |          | 1980/? [16:58<00:00,  1.94it/s]
Epoch 0: |          | 1980/? [16:58<00:00,  1.94it/s]
Epoch 0: |          | 1981/? [16:59<00:00,  1.94it/s]
Epoch 0: |          | 1981/? [16:59<00:00,  1.94it/s]
Epoch 0: |          | 1982/? [16:59<00:00,  1.94it/s]
Epoch 0: |          | 1982/? [16:59<00:00,  1.94it/s]
Epoch 0: |          | 1983/? [17:00<00:00,  1.94it/s]
Epoch 0: |          | 1983/? [17:00<00:00,  1.94it/s]
Epoch 0: |          | 1984/? [17:00<00:00,  1.94it/s]
Epoch 0: |          | 1984/? [17:00<00:00,  1.94it/s]
Epoch 0: |          | 1985/? [17:00<00:00,  1.94it/s]
Epoch 0: |          | 1985/? [17:00<00:00,  1.94it/s]
Epoch 0: |          | 1986/? [17:01<00:00,  1.94it/s]
Epoch 0: |          | 1986/? [17:01<00:00,  1.94it/s]
Epoch 0: |          | 1987/? [17:01<00:00,  1.94it/s]
Epoch 0: |          | 1987/? [17:01<00:00,  1.94it/s]
Epoch 0: |          | 1988/? [17:02<00:00,  1.94it/s]
Epoch 0: |          | 1988/? [17:02<00:00,  1.94it/s]
Epoch 0: |          | 1989/? [17:02<00:00,  1.95it/s]
Epoch 0: |          | 1989/? [17:02<00:00,  1.95it/s]
Epoch 0: |          | 1990/? [17:02<00:00,  1.95it/s]
Epoch 0: |          | 1990/? [17:02<00:00,  1.95it/s]
Epoch 0: |          | 1991/? [17:03<00:00,  1.95it/s]
Epoch 0: |          | 1991/? [17:03<00:00,  1.95it/s]
Epoch 0: |          | 1992/? [17:03<00:00,  1.95it/s]
Epoch 0: |          | 1992/? [17:03<00:00,  1.95it/s]
Epoch 0: |          | 1993/? [17:04<00:00,  1.95it/s]
Epoch 0: |          | 1993/? [17:04<00:00,  1.95it/s]
Epoch 0: |          | 1994/? [17:04<00:00,  1.95it/s]
Epoch 0: |          | 1994/? [17:04<00:00,  1.95it/s]
Epoch 0: |          | 1995/? [17:05<00:00,  1.95it/s]
Epoch 0: |          | 1995/? [17:05<00:00,  1.95it/s]
Epoch 0: |          | 1996/? [17:05<00:00,  1.95it/s]
Epoch 0: |          | 1996/? [17:05<00:00,  1.95it/s]
Epoch 0: |          | 1997/? [17:05<00:00,  1.95it/s]
Epoch 0: |          | 1997/? [17:05<00:00,  1.95it/s]
Epoch 0: |          | 1998/? [17:06<00:00,  1.95it/s]
Epoch 0: |          | 1998/? [17:06<00:00,  1.95it/s]
Epoch 0: |          | 1999/? [17:06<00:00,  1.95it/s]
Epoch 0: |          | 1999/? [17:06<00:00,  1.95it/s]
Epoch 0: |          | 2000/? [17:07<00:00,  1.95it/s]
Epoch 0: |          | 2000/? [17:07<00:00,  1.95it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  4.46it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  4.39it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  4.43it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  4.50it/s]

Epoch 0: |          | 2000/? [17:07<00:00,  1.95it/s]
Epoch 0: |          | 2001/? [17:08<00:00,  1.95it/s]
Epoch 0: |          | 2001/? [17:08<00:00,  1.95it/s]
Epoch 0: |          | 2002/? [17:08<00:00,  1.95it/s]
Epoch 0: |          | 2002/? [17:08<00:00,  1.95it/s]
Epoch 0: |          | 2003/? [17:09<00:00,  1.95it/s]
Epoch 0: |          | 2003/? [17:09<00:00,  1.95it/s]
Epoch 0: |          | 2004/? [17:09<00:00,  1.95it/s]
Epoch 0: |          | 2004/? [17:09<00:00,  1.95it/s]
Epoch 0: |          | 2005/? [17:09<00:00,  1.95it/s]
Epoch 0: |          | 2005/? [17:09<00:00,  1.95it/s]
Epoch 0: |          | 2006/? [17:10<00:00,  1.95it/s]
Epoch 0: |          | 2006/? [17:10<00:00,  1.95it/s]
Epoch 0: |          | 2007/? [17:10<00:00,  1.95it/s]
Epoch 0: |          | 2007/? [17:10<00:00,  1.95it/s]
Epoch 0: |          | 2008/? [17:11<00:00,  1.95it/s]
Epoch 0: |          | 2008/? [17:11<00:00,  1.95it/s]
Epoch 0: |          | 2009/? [17:11<00:00,  1.95it/s]
Epoch 0: |          | 2009/? [17:11<00:00,  1.95it/s]
Epoch 0: |          | 2010/? [17:12<00:00,  1.95it/s]
Epoch 0: |          | 2010/? [17:12<00:00,  1.95it/s]
Epoch 0: |          | 2011/? [17:12<00:00,  1.95it/s]
Epoch 0: |          | 2011/? [17:12<00:00,  1.95it/s]
Epoch 0: |          | 2012/? [17:12<00:00,  1.95it/s]
Epoch 0: |          | 2012/? [17:12<00:00,  1.95it/s]
Epoch 0: |          | 2013/? [17:13<00:00,  1.95it/s]
Epoch 0: |          | 2013/? [17:13<00:00,  1.95it/s]
Epoch 0: |          | 2014/? [17:13<00:00,  1.95it/s]
Epoch 0: |          | 2014/? [17:13<00:00,  1.95it/s]
Epoch 0: |          | 2015/? [17:14<00:00,  1.95it/s]
Epoch 0: |          | 2015/? [17:14<00:00,  1.95it/s]
Epoch 0: |          | 2016/? [17:14<00:00,  1.95it/s]
Epoch 0: |          | 2016/? [17:14<00:00,  1.95it/s]
Epoch 0: |          | 2017/? [17:14<00:00,  1.95it/s]
Epoch 0: |          | 2017/? [17:14<00:00,  1.95it/s]
Epoch 0: |          | 2018/? [17:15<00:00,  1.95it/s]
Epoch 0: |          | 2018/? [17:15<00:00,  1.95it/s]
Epoch 0: |          | 2019/? [17:15<00:00,  1.95it/s]
Epoch 0: |          | 2019/? [17:15<00:00,  1.95it/s]
Epoch 0: |          | 2020/? [17:16<00:00,  1.95it/s]
Epoch 0: |          | 2020/? [17:16<00:00,  1.95it/s]
Epoch 0: |          | 2021/? [17:16<00:00,  1.95it/s]
Epoch 0: |          | 2021/? [17:16<00:00,  1.95it/s]
Epoch 0: |          | 2022/? [17:16<00:00,  1.95it/s]
Epoch 0: |          | 2022/? [17:16<00:00,  1.95it/s]
Epoch 0: |          | 2023/? [17:17<00:00,  1.95it/s]
Epoch 0: |          | 2023/? [17:17<00:00,  1.95it/s]
Epoch 0: |          | 2024/? [17:17<00:00,  1.95it/s]
Epoch 0: |          | 2024/? [17:17<00:00,  1.95it/s]
Epoch 0: |          | 2025/? [17:18<00:00,  1.95it/s]
Epoch 0: |          | 2025/? [17:18<00:00,  1.95it/s]
Epoch 0: |          | 2026/? [17:18<00:00,  1.95it/s]
Epoch 0: |          | 2026/? [17:18<00:00,  1.95it/s]
Epoch 0: |          | 2027/? [17:19<00:00,  1.95it/s]
Epoch 0: |          | 2027/? [17:19<00:00,  1.95it/s]
Epoch 0: |          | 2028/? [17:19<00:00,  1.95it/s]
Epoch 0: |          | 2028/? [17:19<00:00,  1.95it/s]
Epoch 0: |          | 2029/? [17:19<00:00,  1.95it/s]
Epoch 0: |          | 2029/? [17:19<00:00,  1.95it/s]
Epoch 0: |          | 2030/? [17:20<00:00,  1.95it/s]
Epoch 0: |          | 2030/? [17:20<00:00,  1.95it/s]
Epoch 0: |          | 2031/? [17:20<00:00,  1.95it/s]
Epoch 0: |          | 2031/? [17:20<00:00,  1.95it/s]
Epoch 0: |          | 2032/? [17:21<00:00,  1.95it/s]
Epoch 0: |          | 2032/? [17:21<00:00,  1.95it/s]
Epoch 0: |          | 2033/? [17:21<00:00,  1.95it/s]
Epoch 0: |          | 2033/? [17:21<00:00,  1.95it/s]
Epoch 0: |          | 2034/? [17:21<00:00,  1.95it/s]
Epoch 0: |          | 2034/? [17:21<00:00,  1.95it/s]
Epoch 0: |          | 2035/? [17:22<00:00,  1.95it/s]
Epoch 0: |          | 2035/? [17:22<00:00,  1.95it/s]
Epoch 0: |          | 2036/? [17:22<00:00,  1.95it/s]
Epoch 0: |          | 2036/? [17:22<00:00,  1.95it/s]
Epoch 0: |          | 2037/? [17:23<00:00,  1.95it/s]
Epoch 0: |          | 2037/? [17:23<00:00,  1.95it/s]
Epoch 0: |          | 2038/? [17:23<00:00,  1.95it/s]
Epoch 0: |          | 2038/? [17:23<00:00,  1.95it/s]
Epoch 0: |          | 2039/? [17:23<00:00,  1.95it/s]
Epoch 0: |          | 2039/? [17:23<00:00,  1.95it/s]
Epoch 0: |          | 2040/? [17:24<00:00,  1.95it/s]
Epoch 0: |          | 2040/? [17:24<00:00,  1.95it/s]
Epoch 0: |          | 2041/? [17:24<00:00,  1.95it/s]
Epoch 0: |          | 2041/? [17:24<00:00,  1.95it/s]
Epoch 0: |          | 2042/? [17:25<00:00,  1.95it/s]
Epoch 0: |          | 2042/? [17:25<00:00,  1.95it/s]
Epoch 0: |          | 2043/? [17:25<00:00,  1.95it/s]
Epoch 0: |          | 2043/? [17:25<00:00,  1.95it/s]
Epoch 0: |          | 2044/? [17:25<00:00,  1.95it/s]
Epoch 0: |          | 2044/? [17:25<00:00,  1.95it/s]
Epoch 0: |          | 2045/? [17:26<00:00,  1.95it/s]
Epoch 0: |          | 2045/? [17:26<00:00,  1.95it/s]
Epoch 0: |          | 2046/? [17:26<00:00,  1.95it/s]
Epoch 0: |          | 2046/? [17:26<00:00,  1.95it/s]
Epoch 0: |          | 2047/? [17:27<00:00,  1.95it/s]
Epoch 0: |          | 2047/? [17:27<00:00,  1.95it/s]
Epoch 0: |          | 2048/? [17:27<00:00,  1.96it/s]
Epoch 0: |          | 2048/? [17:27<00:00,  1.96it/s]
Epoch 0: |          | 2049/? [17:27<00:00,  1.96it/s]
Epoch 0: |          | 2049/? [17:27<00:00,  1.96it/s]
Epoch 0: |          | 2050/? [17:28<00:00,  1.96it/s]
Epoch 0: |          | 2050/? [17:28<00:00,  1.96it/s]
Epoch 0: |          | 2051/? [17:28<00:00,  1.96it/s]
Epoch 0: |          | 2051/? [17:28<00:00,  1.96it/s]
Epoch 0: |          | 2052/? [17:29<00:00,  1.96it/s]
Epoch 0: |          | 2052/? [17:29<00:00,  1.96it/s]
Epoch 0: |          | 2053/? [17:29<00:00,  1.96it/s]
Epoch 0: |          | 2053/? [17:29<00:00,  1.96it/s]
Epoch 0: |          | 2054/? [17:29<00:00,  1.96it/s]
Epoch 0: |          | 2054/? [17:29<00:00,  1.96it/s]
Epoch 0: |          | 2055/? [17:30<00:00,  1.96it/s]
Epoch 0: |          | 2055/? [17:30<00:00,  1.96it/s]
Epoch 0: |          | 2056/? [17:30<00:00,  1.96it/s]
Epoch 0: |          | 2056/? [17:30<00:00,  1.96it/s]
Epoch 0: |          | 2057/? [17:31<00:00,  1.96it/s]
Epoch 0: |          | 2057/? [17:31<00:00,  1.96it/s]
Epoch 0: |          | 2058/? [17:31<00:00,  1.96it/s]
Epoch 0: |          | 2058/? [17:31<00:00,  1.96it/s]
Epoch 0: |          | 2059/? [17:31<00:00,  1.96it/s]
Epoch 0: |          | 2059/? [17:31<00:00,  1.96it/s]
Epoch 0: |          | 2060/? [17:32<00:00,  1.96it/s]
Epoch 0: |          | 2060/? [17:32<00:00,  1.96it/s]
Epoch 0: |          | 2061/? [17:32<00:00,  1.96it/s]
Epoch 0: |          | 2061/? [17:32<00:00,  1.96it/s]
Epoch 0: |          | 2062/? [17:33<00:00,  1.96it/s]
Epoch 0: |          | 2062/? [17:33<00:00,  1.96it/s]
Epoch 0: |          | 2063/? [17:33<00:00,  1.96it/s]
Epoch 0: |          | 2063/? [17:33<00:00,  1.96it/s]
Epoch 0: |          | 2064/? [17:34<00:00,  1.96it/s]
Epoch 0: |          | 2064/? [17:34<00:00,  1.96it/s]
Epoch 0: |          | 2065/? [17:34<00:00,  1.96it/s]
Epoch 0: |          | 2065/? [17:34<00:00,  1.96it/s]
Epoch 0: |          | 2066/? [17:34<00:00,  1.96it/s]
Epoch 0: |          | 2066/? [17:34<00:00,  1.96it/s]
Epoch 0: |          | 2067/? [17:35<00:00,  1.96it/s]
Epoch 0: |          | 2067/? [17:35<00:00,  1.96it/s]
Epoch 0: |          | 2068/? [17:35<00:00,  1.96it/s]
Epoch 0: |          | 2068/? [17:35<00:00,  1.96it/s]
Epoch 0: |          | 2069/? [17:36<00:00,  1.96it/s]
Epoch 0: |          | 2069/? [17:36<00:00,  1.96it/s]
Epoch 0: |          | 2070/? [17:36<00:00,  1.96it/s]
Epoch 0: |          | 2070/? [17:36<00:00,  1.96it/s]
Epoch 0: |          | 2071/? [17:36<00:00,  1.96it/s]
Epoch 0: |          | 2071/? [17:36<00:00,  1.96it/s]
Epoch 0: |          | 2072/? [17:37<00:00,  1.96it/s]
Epoch 0: |          | 2072/? [17:37<00:00,  1.96it/s]
Epoch 0: |          | 2073/? [17:37<00:00,  1.96it/s]
Epoch 0: |          | 2073/? [17:37<00:00,  1.96it/s]
Epoch 0: |          | 2074/? [17:38<00:00,  1.96it/s]
Epoch 0: |          | 2074/? [17:38<00:00,  1.96it/s]
Epoch 0: |          | 2075/? [17:38<00:00,  1.96it/s]
Epoch 0: |          | 2075/? [17:38<00:00,  1.96it/s]
Epoch 0: |          | 2076/? [17:38<00:00,  1.96it/s]
Epoch 0: |          | 2076/? [17:38<00:00,  1.96it/s]
Epoch 0: |          | 2077/? [17:39<00:00,  1.96it/s]
Epoch 0: |          | 2077/? [17:39<00:00,  1.96it/s]
Epoch 0: |          | 2078/? [17:39<00:00,  1.96it/s]
Epoch 0: |          | 2078/? [17:39<00:00,  1.96it/s]
Epoch 0: |          | 2079/? [17:40<00:00,  1.96it/s]
Epoch 0: |          | 2079/? [17:40<00:00,  1.96it/s]
Epoch 0: |          | 2080/? [17:40<00:00,  1.96it/s]
Epoch 0: |          | 2080/? [17:40<00:00,  1.96it/s]
Epoch 0: |          | 2081/? [17:40<00:00,  1.96it/s]
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Epoch 0: |          | 2184/? [18:22<00:00,  1.98it/s]
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Epoch 0: |          | 2189/? [18:24<00:00,  1.98it/s]
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Epoch 0: |          | 2191/? [18:25<00:00,  1.98it/s]
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Epoch 0: |          | 2194/? [18:26<00:00,  1.98it/s]
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Epoch 0: |          | 2196/? [18:27<00:00,  1.98it/s]
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Epoch 0: |          | 2199/? [18:28<00:00,  1.98it/s]
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Epoch 0: |          | 2200/? [18:28<00:00,  1.98it/s]
Epoch 0: |          | 2200/? [18:28<00:00,  1.98it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  5.12it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  5.14it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  5.15it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  5.20it/s]

Epoch 0: |          | 2200/? [18:29<00:00,  1.98it/s]
Epoch 0: |          | 2201/? [18:29<00:00,  1.98it/s]
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Epoch 0: |          | 2206/? [18:31<00:00,  1.98it/s]
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Epoch 0: |          | 2207/? [18:32<00:00,  1.98it/s]
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Epoch 0: |          | 2209/? [18:33<00:00,  1.98it/s]
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Epoch 0: |          | 2210/? [18:33<00:00,  1.98it/s]
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Epoch 0: |          | 2211/? [18:33<00:00,  1.98it/s]
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Epoch 0: |          | 2212/? [18:34<00:00,  1.98it/s]
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Epoch 0: |          | 2213/? [18:34<00:00,  1.99it/s]
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Epoch 0: |          | 2214/? [18:35<00:00,  1.99it/s]
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Epoch 0: |          | 2215/? [18:35<00:00,  1.99it/s]
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Epoch 0: |          | 2216/? [18:35<00:00,  1.99it/s]
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Epoch 0: |          | 2356/? [19:32<00:00,  2.01it/s]
Epoch 0: |          | 2357/? [19:32<00:00,  2.01it/s]
Epoch 0: |          | 2357/? [19:32<00:00,  2.01it/s]
Epoch 0: |          | 2358/? [19:32<00:00,  2.01it/s]
Epoch 0: |          | 2358/? [19:32<00:00,  2.01it/s]
Epoch 0: |          | 2359/? [19:33<00:00,  2.01it/s]
Epoch 0: |          | 2359/? [19:33<00:00,  2.01it/s]
Epoch 0: |          | 2360/? [19:33<00:00,  2.01it/s]
Epoch 0: |          | 2360/? [19:33<00:00,  2.01it/s]
Epoch 0: |          | 2361/? [19:34<00:00,  2.01it/s]
Epoch 0: |          | 2361/? [19:34<00:00,  2.01it/s]
Epoch 0: |          | 2362/? [19:34<00:00,  2.01it/s]
Epoch 0: |          | 2362/? [19:34<00:00,  2.01it/s]
Epoch 0: |          | 2363/? [19:34<00:00,  2.01it/s]
Epoch 0: |          | 2363/? [19:34<00:00,  2.01it/s]
Epoch 0: |          | 2364/? [19:35<00:00,  2.01it/s]
Epoch 0: |          | 2364/? [19:35<00:00,  2.01it/s]
Epoch 0: |          | 2365/? [19:35<00:00,  2.01it/s]
Epoch 0: |          | 2365/? [19:35<00:00,  2.01it/s]
Epoch 0: |          | 2366/? [19:36<00:00,  2.01it/s]
Epoch 0: |          | 2366/? [19:36<00:00,  2.01it/s]
Epoch 0: |          | 2367/? [19:36<00:00,  2.01it/s]
Epoch 0: |          | 2367/? [19:36<00:00,  2.01it/s]
Epoch 0: |          | 2368/? [19:36<00:00,  2.01it/s]
Epoch 0: |          | 2368/? [19:36<00:00,  2.01it/s]
Epoch 0: |          | 2369/? [19:37<00:00,  2.01it/s]
Epoch 0: |          | 2369/? [19:37<00:00,  2.01it/s]
Epoch 0: |          | 2370/? [19:37<00:00,  2.01it/s]
Epoch 0: |          | 2370/? [19:37<00:00,  2.01it/s]
Epoch 0: |          | 2371/? [19:38<00:00,  2.01it/s]
Epoch 0: |          | 2371/? [19:38<00:00,  2.01it/s]
Epoch 0: |          | 2372/? [19:38<00:00,  2.01it/s]
Epoch 0: |          | 2372/? [19:38<00:00,  2.01it/s]
Epoch 0: |          | 2373/? [19:38<00:00,  2.01it/s]
Epoch 0: |          | 2373/? [19:38<00:00,  2.01it/s]
Epoch 0: |          | 2374/? [19:39<00:00,  2.01it/s]
Epoch 0: |          | 2374/? [19:39<00:00,  2.01it/s]
Epoch 0: |          | 2375/? [19:39<00:00,  2.01it/s]
Epoch 0: |          | 2375/? [19:39<00:00,  2.01it/s]
Epoch 0: |          | 2376/? [19:40<00:00,  2.01it/s]
Epoch 0: |          | 2376/? [19:40<00:00,  2.01it/s]
Epoch 0: |          | 2377/? [19:40<00:00,  2.01it/s]
Epoch 0: |          | 2377/? [19:40<00:00,  2.01it/s]
Epoch 0: |          | 2378/? [19:40<00:00,  2.01it/s]
Epoch 0: |          | 2378/? [19:40<00:00,  2.01it/s]
Epoch 0: |          | 2379/? [19:41<00:00,  2.01it/s]
Epoch 0: |          | 2379/? [19:41<00:00,  2.01it/s]
Epoch 0: |          | 2380/? [19:41<00:00,  2.01it/s]
Epoch 0: |          | 2380/? [19:41<00:00,  2.01it/s]
Epoch 0: |          | 2381/? [19:42<00:00,  2.01it/s]
Epoch 0: |          | 2381/? [19:42<00:00,  2.01it/s]
Epoch 0: |          | 2382/? [19:42<00:00,  2.01it/s]
Epoch 0: |          | 2382/? [19:42<00:00,  2.01it/s]
Epoch 0: |          | 2383/? [19:42<00:00,  2.01it/s]
Epoch 0: |          | 2383/? [19:42<00:00,  2.01it/s]
Epoch 0: |          | 2384/? [19:43<00:00,  2.01it/s]
Epoch 0: |          | 2384/? [19:43<00:00,  2.01it/s]
Epoch 0: |          | 2385/? [19:43<00:00,  2.01it/s]
Epoch 0: |          | 2385/? [19:43<00:00,  2.01it/s]
Epoch 0: |          | 2386/? [19:44<00:00,  2.01it/s]
Epoch 0: |          | 2386/? [19:44<00:00,  2.01it/s]
Epoch 0: |          | 2387/? [19:44<00:00,  2.02it/s]
Epoch 0: |          | 2387/? [19:44<00:00,  2.02it/s]
Epoch 0: |          | 2388/? [19:44<00:00,  2.02it/s]
Epoch 0: |          | 2388/? [19:44<00:00,  2.02it/s]
Epoch 0: |          | 2389/? [19:45<00:00,  2.02it/s]
Epoch 0: |          | 2389/? [19:45<00:00,  2.02it/s]
Epoch 0: |          | 2390/? [19:45<00:00,  2.02it/s]
Epoch 0: |          | 2390/? [19:45<00:00,  2.02it/s]
Epoch 0: |          | 2391/? [19:46<00:00,  2.02it/s]
Epoch 0: |          | 2391/? [19:46<00:00,  2.02it/s]
Epoch 0: |          | 2392/? [19:46<00:00,  2.02it/s]
Epoch 0: |          | 2392/? [19:46<00:00,  2.02it/s]
Epoch 0: |          | 2393/? [19:46<00:00,  2.02it/s]
Epoch 0: |          | 2393/? [19:46<00:00,  2.02it/s]
Epoch 0: |          | 2394/? [19:47<00:00,  2.02it/s]
Epoch 0: |          | 2394/? [19:47<00:00,  2.02it/s]
Epoch 0: |          | 2395/? [19:47<00:00,  2.02it/s]
Epoch 0: |          | 2395/? [19:47<00:00,  2.02it/s]
Epoch 0: |          | 2396/? [19:48<00:00,  2.02it/s]
Epoch 0: |          | 2396/? [19:48<00:00,  2.02it/s]
Epoch 0: |          | 2397/? [19:48<00:00,  2.02it/s]
Epoch 0: |          | 2397/? [19:48<00:00,  2.02it/s]
Epoch 0: |          | 2398/? [19:48<00:00,  2.02it/s]
Epoch 0: |          | 2398/? [19:48<00:00,  2.02it/s]
Epoch 0: |          | 2399/? [19:49<00:00,  2.02it/s]
Epoch 0: |          | 2399/? [19:49<00:00,  2.02it/s]
Epoch 0: |          | 2400/? [19:49<00:00,  2.02it/s]
Epoch 0: |          | 2400/? [19:49<00:00,  2.02it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  5.41it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  5.36it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  5.40it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  5.44it/s]

Epoch 0: |          | 2400/? [19:50<00:00,  2.02it/s]
Epoch 0: |          | 2401/? [19:50<00:00,  2.02it/s]
Epoch 0: |          | 2401/? [19:50<00:00,  2.02it/s]
Epoch 0: |          | 2402/? [19:51<00:00,  2.02it/s]
Epoch 0: |          | 2402/? [19:51<00:00,  2.02it/s]
Epoch 0: |          | 2403/? [19:51<00:00,  2.02it/s]
Epoch 0: |          | 2403/? [19:51<00:00,  2.02it/s]
Epoch 0: |          | 2404/? [19:52<00:00,  2.02it/s]
Epoch 0: |          | 2404/? [19:52<00:00,  2.02it/s]
Epoch 0: |          | 2405/? [19:52<00:00,  2.02it/s]
Epoch 0: |          | 2405/? [19:52<00:00,  2.02it/s]
Epoch 0: |          | 2406/? [19:52<00:00,  2.02it/s]
Epoch 0: |          | 2406/? [19:52<00:00,  2.02it/s]
Epoch 0: |          | 2407/? [19:53<00:00,  2.02it/s]
Epoch 0: |          | 2407/? [19:53<00:00,  2.02it/s]
Epoch 0: |          | 2408/? [19:53<00:00,  2.02it/s]
Epoch 0: |          | 2408/? [19:53<00:00,  2.02it/s]
Epoch 0: |          | 2409/? [19:54<00:00,  2.02it/s]
Epoch 0: |          | 2409/? [19:54<00:00,  2.02it/s]
Epoch 0: |          | 2410/? [19:54<00:00,  2.02it/s]
Epoch 0: |          | 2410/? [19:54<00:00,  2.02it/s]
Epoch 0: |          | 2411/? [19:54<00:00,  2.02it/s]
Epoch 0: |          | 2411/? [19:54<00:00,  2.02it/s]
Epoch 0: |          | 2412/? [19:55<00:00,  2.02it/s]
Epoch 0: |          | 2412/? [19:55<00:00,  2.02it/s]
Epoch 0: |          | 2413/? [19:55<00:00,  2.02it/s]
Epoch 0: |          | 2413/? [19:55<00:00,  2.02it/s]
Epoch 0: |          | 2414/? [19:56<00:00,  2.02it/s]
Epoch 0: |          | 2414/? [19:56<00:00,  2.02it/s]
Epoch 0: |          | 2415/? [19:56<00:00,  2.02it/s]
Epoch 0: |          | 2415/? [19:56<00:00,  2.02it/s]
Epoch 0: |          | 2416/? [19:56<00:00,  2.02it/s]
Epoch 0: |          | 2416/? [19:56<00:00,  2.02it/s]
Epoch 0: |          | 2417/? [19:57<00:00,  2.02it/s]
Epoch 0: |          | 2417/? [19:57<00:00,  2.02it/s]
Epoch 0: |          | 2418/? [19:57<00:00,  2.02it/s]
Epoch 0: |          | 2418/? [19:57<00:00,  2.02it/s]
Epoch 0: |          | 2419/? [19:58<00:00,  2.02it/s]
Epoch 0: |          | 2419/? [19:58<00:00,  2.02it/s]
Epoch 0: |          | 2420/? [19:58<00:00,  2.02it/s]
Epoch 0: |          | 2420/? [19:58<00:00,  2.02it/s]
Epoch 0: |          | 2421/? [19:58<00:00,  2.02it/s]
Epoch 0: |          | 2421/? [19:58<00:00,  2.02it/s]
Epoch 0: |          | 2422/? [19:59<00:00,  2.02it/s]
Epoch 0: |          | 2422/? [19:59<00:00,  2.02it/s]
Epoch 0: |          | 2423/? [19:59<00:00,  2.02it/s]
Epoch 0: |          | 2423/? [19:59<00:00,  2.02it/s]
Epoch 0: |          | 2424/? [20:00<00:00,  2.02it/s]
Epoch 0: |          | 2424/? [20:00<00:00,  2.02it/s]
Epoch 0: |          | 2425/? [20:00<00:00,  2.02it/s]
Epoch 0: |          | 2425/? [20:00<00:00,  2.02it/s]
Epoch 0: |          | 2426/? [20:00<00:00,  2.02it/s]
Epoch 0: |          | 2426/? [20:00<00:00,  2.02it/s]
Epoch 0: |          | 2427/? [20:01<00:00,  2.02it/s]
Epoch 0: |          | 2427/? [20:01<00:00,  2.02it/s]
Epoch 0: |          | 2428/? [20:01<00:00,  2.02it/s]
Epoch 0: |          | 2428/? [20:01<00:00,  2.02it/s]
Epoch 0: |          | 2429/? [20:01<00:00,  2.02it/s]
Epoch 0: |          | 2429/? [20:01<00:00,  2.02it/s]
Epoch 0: |          | 2430/? [20:02<00:00,  2.02it/s]
Epoch 0: |          | 2430/? [20:02<00:00,  2.02it/s]
Epoch 0: |          | 2431/? [20:02<00:00,  2.02it/s]
Epoch 0: |          | 2431/? [20:02<00:00,  2.02it/s]
Epoch 0: |          | 2432/? [20:03<00:00,  2.02it/s]
Epoch 0: |          | 2432/? [20:03<00:00,  2.02it/s]
Epoch 0: |          | 2433/? [20:03<00:00,  2.02it/s]
Epoch 0: |          | 2433/? [20:03<00:00,  2.02it/s]
Epoch 0: |          | 2434/? [20:03<00:00,  2.02it/s]
Epoch 0: |          | 2434/? [20:03<00:00,  2.02it/s]
Epoch 0: |          | 2435/? [20:04<00:00,  2.02it/s]
Epoch 0: |          | 2435/? [20:04<00:00,  2.02it/s]
Epoch 0: |          | 2436/? [20:04<00:00,  2.02it/s]
Epoch 0: |          | 2436/? [20:04<00:00,  2.02it/s]
Epoch 0: |          | 2437/? [20:05<00:00,  2.02it/s]
Epoch 0: |          | 2437/? [20:05<00:00,  2.02it/s]
Epoch 0: |          | 2438/? [20:05<00:00,  2.02it/s]
Epoch 0: |          | 2438/? [20:05<00:00,  2.02it/s]
Epoch 0: |          | 2439/? [20:05<00:00,  2.02it/s]
Epoch 0: |          | 2439/? [20:05<00:00,  2.02it/s]
Epoch 0: |          | 2440/? [20:06<00:00,  2.02it/s]
Epoch 0: |          | 2440/? [20:06<00:00,  2.02it/s]
Epoch 0: |          | 2441/? [20:06<00:00,  2.02it/s]
Epoch 0: |          | 2441/? [20:06<00:00,  2.02it/s]
Epoch 0: |          | 2442/? [20:07<00:00,  2.02it/s]
Epoch 0: |          | 2442/? [20:07<00:00,  2.02it/s]
Epoch 0: |          | 2443/? [20:07<00:00,  2.02it/s]
Epoch 0: |          | 2443/? [20:07<00:00,  2.02it/s]
Epoch 0: |          | 2444/? [20:07<00:00,  2.02it/s]
Epoch 0: |          | 2444/? [20:07<00:00,  2.02it/s]
Epoch 0: |          | 2445/? [20:08<00:00,  2.02it/s]
Epoch 0: |          | 2445/? [20:08<00:00,  2.02it/s]
Epoch 0: |          | 2446/? [20:08<00:00,  2.02it/s]
Epoch 0: |          | 2446/? [20:08<00:00,  2.02it/s]
Epoch 0: |          | 2447/? [20:09<00:00,  2.02it/s]
Epoch 0: |          | 2447/? [20:09<00:00,  2.02it/s]
Epoch 0: |          | 2448/? [20:09<00:00,  2.02it/s]
Epoch 0: |          | 2448/? [20:09<00:00,  2.02it/s]
Epoch 0: |          | 2449/? [20:09<00:00,  2.02it/s]
Epoch 0: |          | 2449/? [20:09<00:00,  2.02it/s]
Epoch 0: |          | 2450/? [20:10<00:00,  2.02it/s]
Epoch 0: |          | 2450/? [20:10<00:00,  2.02it/s]
Epoch 0: |          | 2451/? [20:10<00:00,  2.02it/s]
Epoch 0: |          | 2451/? [20:10<00:00,  2.02it/s]
Epoch 0: |          | 2452/? [20:11<00:00,  2.02it/s]
Epoch 0: |          | 2452/? [20:11<00:00,  2.02it/s]
Epoch 0: |          | 2453/? [20:11<00:00,  2.02it/s]
Epoch 0: |          | 2453/? [20:11<00:00,  2.02it/s]
Epoch 0: |          | 2454/? [20:11<00:00,  2.02it/s]
Epoch 0: |          | 2454/? [20:11<00:00,  2.02it/s]
Epoch 0: |          | 2455/? [20:12<00:00,  2.03it/s]
Epoch 0: |          | 2455/? [20:12<00:00,  2.03it/s]
Epoch 0: |          | 2456/? [20:12<00:00,  2.03it/s]
Epoch 0: |          | 2456/? [20:12<00:00,  2.03it/s]
Epoch 0: |          | 2457/? [20:13<00:00,  2.03it/s]
Epoch 0: |          | 2457/? [20:13<00:00,  2.03it/s]
Epoch 0: |          | 2458/? [20:13<00:00,  2.03it/s]
Epoch 0: |          | 2458/? [20:13<00:00,  2.03it/s]
Epoch 0: |          | 2459/? [20:13<00:00,  2.03it/s]
Epoch 0: |          | 2459/? [20:13<00:00,  2.03it/s]
Epoch 0: |          | 2460/? [20:14<00:00,  2.03it/s]
Epoch 0: |          | 2460/? [20:14<00:00,  2.03it/s]
Epoch 0: |          | 2461/? [20:14<00:00,  2.03it/s]
Epoch 0: |          | 2461/? [20:14<00:00,  2.03it/s]
Epoch 0: |          | 2462/? [20:15<00:00,  2.03it/s]
Epoch 0: |          | 2462/? [20:15<00:00,  2.03it/s]
Epoch 0: |          | 2463/? [20:15<00:00,  2.03it/s]
Epoch 0: |          | 2463/? [20:15<00:00,  2.03it/s]
Epoch 0: |          | 2464/? [20:15<00:00,  2.03it/s]
Epoch 0: |          | 2464/? [20:15<00:00,  2.03it/s]
Epoch 0: |          | 2465/? [20:16<00:00,  2.03it/s]
Epoch 0: |          | 2465/? [20:16<00:00,  2.03it/s]
Epoch 0: |          | 2466/? [20:16<00:00,  2.03it/s]
Epoch 0: |          | 2466/? [20:16<00:00,  2.03it/s]
Epoch 0: |          | 2467/? [20:17<00:00,  2.03it/s]
Epoch 0: |          | 2467/? [20:17<00:00,  2.03it/s]
Epoch 0: |          | 2468/? [20:17<00:00,  2.03it/s]
Epoch 0: |          | 2468/? [20:17<00:00,  2.03it/s]
Epoch 0: |          | 2469/? [20:17<00:00,  2.03it/s]
Epoch 0: |          | 2469/? [20:17<00:00,  2.03it/s]
Epoch 0: |          | 2470/? [20:18<00:00,  2.03it/s]
Epoch 0: |          | 2470/? [20:18<00:00,  2.03it/s]
Epoch 0: |          | 2471/? [20:18<00:00,  2.03it/s]
Epoch 0: |          | 2471/? [20:18<00:00,  2.03it/s]
Epoch 0: |          | 2472/? [20:19<00:00,  2.03it/s]
Epoch 0: |          | 2472/? [20:19<00:00,  2.03it/s]
Epoch 0: |          | 2473/? [20:19<00:00,  2.03it/s]
Epoch 0: |          | 2473/? [20:19<00:00,  2.03it/s]
Epoch 0: |          | 2474/? [20:19<00:00,  2.03it/s]
Epoch 0: |          | 2474/? [20:19<00:00,  2.03it/s]
Epoch 0: |          | 2475/? [20:20<00:00,  2.03it/s]
Epoch 0: |          | 2475/? [20:20<00:00,  2.03it/s]
Epoch 0: |          | 2476/? [20:20<00:00,  2.03it/s]
Epoch 0: |          | 2476/? [20:20<00:00,  2.03it/s]
Epoch 0: |          | 2477/? [20:21<00:00,  2.03it/s]
Epoch 0: |          | 2477/? [20:21<00:00,  2.03it/s]
Epoch 0: |          | 2478/? [20:21<00:00,  2.03it/s]
Epoch 0: |          | 2478/? [20:21<00:00,  2.03it/s]
Epoch 0: |          | 2479/? [20:21<00:00,  2.03it/s]
Epoch 0: |          | 2479/? [20:21<00:00,  2.03it/s]
Epoch 0: |          | 2480/? [20:22<00:00,  2.03it/s]
Epoch 0: |          | 2480/? [20:22<00:00,  2.03it/s]
Epoch 0: |          | 2481/? [20:22<00:00,  2.03it/s]
Epoch 0: |          | 2481/? [20:22<00:00,  2.03it/s]
Epoch 0: |          | 2482/? [20:23<00:00,  2.03it/s]
Epoch 0: |          | 2482/? [20:23<00:00,  2.03it/s]
Epoch 0: |          | 2483/? [20:23<00:00,  2.03it/s]
Epoch 0: |          | 2483/? [20:23<00:00,  2.03it/s]
Epoch 0: |          | 2484/? [20:23<00:00,  2.03it/s]
Epoch 0: |          | 2484/? [20:23<00:00,  2.03it/s]
Epoch 0: |          | 2485/? [20:24<00:00,  2.03it/s]
Epoch 0: |          | 2485/? [20:24<00:00,  2.03it/s]
Epoch 0: |          | 2486/? [20:24<00:00,  2.03it/s]
Epoch 0: |          | 2486/? [20:24<00:00,  2.03it/s]
Epoch 0: |          | 2487/? [20:25<00:00,  2.03it/s]
Epoch 0: |          | 2487/? [20:25<00:00,  2.03it/s]
Epoch 0: |          | 2488/? [20:25<00:00,  2.03it/s]
Epoch 0: |          | 2488/? [20:25<00:00,  2.03it/s]
Epoch 0: |          | 2489/? [20:25<00:00,  2.03it/s]
Epoch 0: |          | 2489/? [20:25<00:00,  2.03it/s]
Epoch 0: |          | 2490/? [20:26<00:00,  2.03it/s]
Epoch 0: |          | 2490/? [20:26<00:00,  2.03it/s]
Epoch 0: |          | 2491/? [20:26<00:00,  2.03it/s]
Epoch 0: |          | 2491/? [20:26<00:00,  2.03it/s]
Epoch 0: |          | 2492/? [20:27<00:00,  2.03it/s]
Epoch 0: |          | 2492/? [20:27<00:00,  2.03it/s]
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Epoch 0: |          | 2502/? [20:31<00:00,  2.03it/s]
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Epoch 0: |          | 2510/? [20:34<00:00,  2.03it/s]
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Epoch 0: |          | 2511/? [20:34<00:00,  2.03it/s]
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Epoch 0: |          | 2512/? [20:35<00:00,  2.03it/s]
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Epoch 0: |          | 2513/? [20:35<00:00,  2.03it/s]
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Epoch 0: |          | 2514/? [20:35<00:00,  2.03it/s]
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Epoch 0: |          | 2515/? [20:36<00:00,  2.03it/s]
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Epoch 0: |          | 2516/? [20:36<00:00,  2.03it/s]
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Epoch 0: |          | 2519/? [20:37<00:00,  2.04it/s]
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Epoch 0: |          | 2521/? [20:38<00:00,  2.04it/s]
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Epoch 0: |          | 2522/? [20:39<00:00,  2.04it/s]
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Epoch 0: |          | 2525/? [20:40<00:00,  2.04it/s]
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Epoch 0: |          | 2527/? [20:41<00:00,  2.04it/s]
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Epoch 0: |          | 2529/? [20:41<00:00,  2.04it/s]
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Epoch 0: |          | 2530/? [20:42<00:00,  2.04it/s]
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Epoch 0: |          | 2531/? [20:42<00:00,  2.04it/s]
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Epoch 0: |          | 2532/? [20:43<00:00,  2.04it/s]
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Epoch 0: |          | 2563/? [20:55<00:00,  2.04it/s]
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Epoch 0: |          | 2564/? [20:55<00:00,  2.04it/s]
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Epoch 0: |          | 2565/? [20:56<00:00,  2.04it/s]
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Epoch 0: |          | 2566/? [20:56<00:00,  2.04it/s]
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Epoch 0: |          | 2567/? [20:56<00:00,  2.04it/s]
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Epoch 0: |          | 2568/? [20:57<00:00,  2.04it/s]
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Epoch 0: |          | 2569/? [20:57<00:00,  2.04it/s]
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Epoch 0: |          | 2570/? [20:57<00:00,  2.04it/s]
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Epoch 0: |          | 2571/? [20:58<00:00,  2.04it/s]
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Epoch 0: |          | 2572/? [20:58<00:00,  2.04it/s]
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Epoch 0: |          | 2573/? [20:59<00:00,  2.04it/s]
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Epoch 0: |          | 2574/? [20:59<00:00,  2.04it/s]
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Epoch 0: |          | 2576/? [21:00<00:00,  2.04it/s]
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Epoch 0: |          | 2578/? [21:01<00:00,  2.04it/s]
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Epoch 0: |          | 2581/? [21:02<00:00,  2.04it/s]
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Epoch 0: |          | 2587/? [21:04<00:00,  2.05it/s]
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Epoch 0: |          | 2588/? [21:05<00:00,  2.05it/s]
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Epoch 0: |          | 2591/? [21:06<00:00,  2.05it/s]
Epoch 0: |          | 2591/? [21:06<00:00,  2.05it/s]
Epoch 0: |          | 2592/? [21:06<00:00,  2.05it/s]
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Epoch 0: |          | 2593/? [21:07<00:00,  2.05it/s]
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Epoch 0: |          | 2595/? [21:07<00:00,  2.05it/s]
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Epoch 0: |          | 2596/? [21:08<00:00,  2.05it/s]
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Epoch 0: |          | 2597/? [21:08<00:00,  2.05it/s]
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Epoch 0: |          | 2598/? [21:09<00:00,  2.05it/s]
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Epoch 0: |          | 2599/? [21:09<00:00,  2.05it/s]
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Epoch 0: |          | 2600/? [21:09<00:00,  2.05it/s]
Epoch 0: |          | 2600/? [21:09<00:00,  2.05it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  5.78it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  5.82it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  5.88it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  5.93it/s]

Epoch 0: |          | 2600/? [21:10<00:00,  2.05it/s]
Epoch 0: |          | 2601/? [21:10<00:00,  2.05it/s]
Epoch 0: |          | 2601/? [21:10<00:00,  2.05it/s]
Epoch 0: |          | 2602/? [21:11<00:00,  2.05it/s]
Epoch 0: |          | 2602/? [21:11<00:00,  2.05it/s]
Epoch 0: |          | 2603/? [21:11<00:00,  2.05it/s]
Epoch 0: |          | 2603/? [21:11<00:00,  2.05it/s]
Epoch 0: |          | 2604/? [21:12<00:00,  2.05it/s]
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Epoch 0: |          | 2605/? [21:12<00:00,  2.05it/s]
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Epoch 0: |          | 2606/? [21:12<00:00,  2.05it/s]
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Epoch 0: |          | 2607/? [21:13<00:00,  2.05it/s]
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Epoch 0: |          | 2608/? [21:13<00:00,  2.05it/s]
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Epoch 0: |          | 2609/? [21:14<00:00,  2.05it/s]
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Epoch 0: |          | 2611/? [21:14<00:00,  2.05it/s]
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Epoch 0: |          | 2612/? [21:15<00:00,  2.05it/s]
Epoch 0: |          | 2612/? [21:15<00:00,  2.05it/s]
Epoch 0: |          | 2613/? [21:15<00:00,  2.05it/s]
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Epoch 0: |          | 2614/? [21:16<00:00,  2.05it/s]
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Epoch 0: |          | 2615/? [21:16<00:00,  2.05it/s]
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Epoch 0: |          | 2616/? [21:16<00:00,  2.05it/s]
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Epoch 0: |          | 2617/? [21:17<00:00,  2.05it/s]
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Epoch 0: |          | 2619/? [21:18<00:00,  2.05it/s]
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Epoch 0: |          | 2621/? [21:18<00:00,  2.05it/s]
Epoch 0: |          | 2621/? [21:18<00:00,  2.05it/s]
Epoch 0: |          | 2622/? [21:19<00:00,  2.05it/s]
Epoch 0: |          | 2622/? [21:19<00:00,  2.05it/s]
Epoch 0: |          | 2623/? [21:19<00:00,  2.05it/s]
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Epoch 0: |          | 2624/? [21:20<00:00,  2.05it/s]
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Epoch 0: |          | 2626/? [21:20<00:00,  2.05it/s]
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Epoch 0: |          | 2627/? [21:21<00:00,  2.05it/s]
Epoch 0: |          | 2627/? [21:21<00:00,  2.05it/s]
Epoch 0: |          | 2628/? [21:21<00:00,  2.05it/s]
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Epoch 0: |          | 2630/? [21:22<00:00,  2.05it/s]
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Epoch 0: |          | 2631/? [21:22<00:00,  2.05it/s]
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Epoch 0: |          | 2632/? [21:23<00:00,  2.05it/s]
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Epoch 0: |          | 2633/? [21:23<00:00,  2.05it/s]
Epoch 0: |          | 2633/? [21:23<00:00,  2.05it/s]
Epoch 0: |          | 2634/? [21:23<00:00,  2.05it/s]
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Epoch 0: |          | 2635/? [21:24<00:00,  2.05it/s]
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Epoch 0: |          | 2636/? [21:24<00:00,  2.05it/s]
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Epoch 0: |          | 2637/? [21:25<00:00,  2.05it/s]
Epoch 0: |          | 2637/? [21:25<00:00,  2.05it/s]
Epoch 0: |          | 2638/? [21:25<00:00,  2.05it/s]
Epoch 0: |          | 2638/? [21:25<00:00,  2.05it/s]
Epoch 0: |          | 2639/? [21:25<00:00,  2.05it/s]
Epoch 0: |          | 2639/? [21:25<00:00,  2.05it/s]
Epoch 0: |          | 2640/? [21:26<00:00,  2.05it/s]
Epoch 0: |          | 2640/? [21:26<00:00,  2.05it/s]
Epoch 0: |          | 2641/? [21:26<00:00,  2.05it/s]
Epoch 0: |          | 2641/? [21:26<00:00,  2.05it/s]
Epoch 0: |          | 2642/? [21:27<00:00,  2.05it/s]
Epoch 0: |          | 2642/? [21:27<00:00,  2.05it/s]
Epoch 0: |          | 2643/? [21:27<00:00,  2.05it/s]
Epoch 0: |          | 2643/? [21:27<00:00,  2.05it/s]
Epoch 0: |          | 2644/? [21:27<00:00,  2.05it/s]
Epoch 0: |          | 2644/? [21:27<00:00,  2.05it/s]
Epoch 0: |          | 2645/? [21:28<00:00,  2.05it/s]
Epoch 0: |          | 2645/? [21:28<00:00,  2.05it/s]
Epoch 0: |          | 2646/? [21:28<00:00,  2.05it/s]
Epoch 0: |          | 2646/? [21:28<00:00,  2.05it/s]
Epoch 0: |          | 2647/? [21:29<00:00,  2.05it/s]
Epoch 0: |          | 2647/? [21:29<00:00,  2.05it/s]
Epoch 0: |          | 2648/? [21:29<00:00,  2.05it/s]
Epoch 0: |          | 2648/? [21:29<00:00,  2.05it/s]
Epoch 0: |          | 2649/? [21:29<00:00,  2.05it/s]
Epoch 0: |          | 2649/? [21:29<00:00,  2.05it/s]
Epoch 0: |          | 2650/? [21:30<00:00,  2.05it/s]
Epoch 0: |          | 2650/? [21:30<00:00,  2.05it/s]
Epoch 0: |          | 2651/? [21:30<00:00,  2.05it/s]
Epoch 0: |          | 2651/? [21:30<00:00,  2.05it/s]
Epoch 0: |          | 2652/? [21:31<00:00,  2.05it/s]
Epoch 0: |          | 2652/? [21:31<00:00,  2.05it/s]
Epoch 0: |          | 2653/? [21:31<00:00,  2.05it/s]
Epoch 0: |          | 2653/? [21:31<00:00,  2.05it/s]
Epoch 0: |          | 2654/? [21:31<00:00,  2.05it/s]
Epoch 0: |          | 2654/? [21:31<00:00,  2.05it/s]
Epoch 0: |          | 2655/? [21:32<00:00,  2.05it/s]
Epoch 0: |          | 2655/? [21:32<00:00,  2.05it/s]
Epoch 0: |          | 2656/? [21:32<00:00,  2.05it/s]
Epoch 0: |          | 2656/? [21:32<00:00,  2.05it/s]
Epoch 0: |          | 2657/? [21:33<00:00,  2.05it/s]
Epoch 0: |          | 2657/? [21:33<00:00,  2.05it/s]
Epoch 0: |          | 2658/? [21:33<00:00,  2.05it/s]
Epoch 0: |          | 2658/? [21:33<00:00,  2.05it/s]
Epoch 0: |          | 2659/? [21:33<00:00,  2.06it/s]
Epoch 0: |          | 2659/? [21:33<00:00,  2.06it/s]
Epoch 0: |          | 2660/? [21:34<00:00,  2.06it/s]
Epoch 0: |          | 2660/? [21:34<00:00,  2.06it/s]
Epoch 0: |          | 2661/? [21:34<00:00,  2.06it/s]
Epoch 0: |          | 2661/? [21:34<00:00,  2.06it/s]
Epoch 0: |          | 2662/? [21:35<00:00,  2.06it/s]
Epoch 0: |          | 2662/? [21:35<00:00,  2.06it/s]
Epoch 0: |          | 2663/? [21:35<00:00,  2.06it/s]
Epoch 0: |          | 2663/? [21:35<00:00,  2.06it/s]
Epoch 0: |          | 2664/? [21:35<00:00,  2.06it/s]
Epoch 0: |          | 2664/? [21:35<00:00,  2.06it/s]
Epoch 0: |          | 2665/? [21:36<00:00,  2.06it/s]
Epoch 0: |          | 2665/? [21:36<00:00,  2.06it/s]
Epoch 0: |          | 2666/? [21:36<00:00,  2.06it/s]
Epoch 0: |          | 2666/? [21:36<00:00,  2.06it/s]
Epoch 0: |          | 2667/? [21:36<00:00,  2.06it/s]
Epoch 0: |          | 2667/? [21:36<00:00,  2.06it/s]
Epoch 0: |          | 2668/? [21:37<00:00,  2.06it/s]
Epoch 0: |          | 2668/? [21:37<00:00,  2.06it/s]
Epoch 0: |          | 2669/? [21:37<00:00,  2.06it/s]
Epoch 0: |          | 2669/? [21:37<00:00,  2.06it/s]
Epoch 0: |          | 2670/? [21:38<00:00,  2.06it/s]
Epoch 0: |          | 2670/? [21:38<00:00,  2.06it/s]
Epoch 0: |          | 2671/? [21:38<00:00,  2.06it/s]
Epoch 0: |          | 2671/? [21:38<00:00,  2.06it/s]
Epoch 0: |          | 2672/? [21:38<00:00,  2.06it/s]
Epoch 0: |          | 2672/? [21:38<00:00,  2.06it/s]
Epoch 0: |          | 2673/? [21:39<00:00,  2.06it/s]
Epoch 0: |          | 2673/? [21:39<00:00,  2.06it/s]
Epoch 0: |          | 2674/? [21:39<00:00,  2.06it/s]
Epoch 0: |          | 2674/? [21:39<00:00,  2.06it/s]
Epoch 0: |          | 2675/? [21:40<00:00,  2.06it/s]
Epoch 0: |          | 2675/? [21:40<00:00,  2.06it/s]
Epoch 0: |          | 2676/? [21:40<00:00,  2.06it/s]
Epoch 0: |          | 2676/? [21:40<00:00,  2.06it/s]
Epoch 0: |          | 2677/? [21:40<00:00,  2.06it/s]
Epoch 0: |          | 2677/? [21:40<00:00,  2.06it/s]
Epoch 0: |          | 2678/? [21:41<00:00,  2.06it/s]
Epoch 0: |          | 2678/? [21:41<00:00,  2.06it/s]
Epoch 0: |          | 2679/? [21:41<00:00,  2.06it/s]
Epoch 0: |          | 2679/? [21:41<00:00,  2.06it/s]
Epoch 0: |          | 2680/? [21:42<00:00,  2.06it/s]
Epoch 0: |          | 2680/? [21:42<00:00,  2.06it/s]
Epoch 0: |          | 2681/? [21:42<00:00,  2.06it/s]
Epoch 0: |          | 2681/? [21:42<00:00,  2.06it/s]
Epoch 0: |          | 2682/? [21:42<00:00,  2.06it/s]
Epoch 0: |          | 2682/? [21:42<00:00,  2.06it/s]
Epoch 0: |          | 2683/? [21:43<00:00,  2.06it/s]
Epoch 0: |          | 2683/? [21:43<00:00,  2.06it/s]
Epoch 0: |          | 2684/? [21:43<00:00,  2.06it/s]
Epoch 0: |          | 2684/? [21:43<00:00,  2.06it/s]
Epoch 0: |          | 2685/? [21:44<00:00,  2.06it/s]
Epoch 0: |          | 2685/? [21:44<00:00,  2.06it/s]
Epoch 0: |          | 2686/? [21:44<00:00,  2.06it/s]
Epoch 0: |          | 2686/? [21:44<00:00,  2.06it/s]
Epoch 0: |          | 2687/? [21:44<00:00,  2.06it/s]
Epoch 0: |          | 2687/? [21:44<00:00,  2.06it/s]
Epoch 0: |          | 2688/? [21:45<00:00,  2.06it/s]
Epoch 0: |          | 2688/? [21:45<00:00,  2.06it/s]
Epoch 0: |          | 2689/? [21:45<00:00,  2.06it/s]
Epoch 0: |          | 2689/? [21:45<00:00,  2.06it/s]
Epoch 0: |          | 2690/? [21:46<00:00,  2.06it/s]
Epoch 0: |          | 2690/? [21:46<00:00,  2.06it/s]
Epoch 0: |          | 2691/? [21:46<00:00,  2.06it/s]
Epoch 0: |          | 2691/? [21:46<00:00,  2.06it/s]
Epoch 0: |          | 2692/? [21:46<00:00,  2.06it/s]
Epoch 0: |          | 2692/? [21:46<00:00,  2.06it/s]
Epoch 0: |          | 2693/? [21:47<00:00,  2.06it/s]
Epoch 0: |          | 2693/? [21:47<00:00,  2.06it/s]
Epoch 0: |          | 2694/? [21:47<00:00,  2.06it/s]
Epoch 0: |          | 2694/? [21:47<00:00,  2.06it/s]
Epoch 0: |          | 2695/? [21:48<00:00,  2.06it/s]
Epoch 0: |          | 2695/? [21:48<00:00,  2.06it/s]
Epoch 0: |          | 2696/? [21:48<00:00,  2.06it/s]
Epoch 0: |          | 2696/? [21:48<00:00,  2.06it/s]
Epoch 0: |          | 2697/? [21:48<00:00,  2.06it/s]
Epoch 0: |          | 2697/? [21:48<00:00,  2.06it/s]
Epoch 0: |          | 2698/? [21:49<00:00,  2.06it/s]
Epoch 0: |          | 2698/? [21:49<00:00,  2.06it/s]
Epoch 0: |          | 2699/? [21:49<00:00,  2.06it/s]
Epoch 0: |          | 2699/? [21:49<00:00,  2.06it/s]
Epoch 0: |          | 2700/? [21:50<00:00,  2.06it/s]
Epoch 0: |          | 2700/? [21:50<00:00,  2.06it/s]
Epoch 0: |          | 2701/? [21:50<00:00,  2.06it/s]
Epoch 0: |          | 2701/? [21:50<00:00,  2.06it/s]
Epoch 0: |          | 2702/? [21:50<00:00,  2.06it/s]
Epoch 0: |          | 2702/? [21:50<00:00,  2.06it/s]
Epoch 0: |          | 2703/? [21:51<00:00,  2.06it/s]
Epoch 0: |          | 2703/? [21:51<00:00,  2.06it/s]
Epoch 0: |          | 2704/? [21:51<00:00,  2.06it/s]
Epoch 0: |          | 2704/? [21:51<00:00,  2.06it/s]
Epoch 0: |          | 2705/? [21:52<00:00,  2.06it/s]
Epoch 0: |          | 2705/? [21:52<00:00,  2.06it/s]
Epoch 0: |          | 2706/? [21:52<00:00,  2.06it/s]
Epoch 0: |          | 2706/? [21:52<00:00,  2.06it/s]
Epoch 0: |          | 2707/? [21:52<00:00,  2.06it/s]
Epoch 0: |          | 2707/? [21:52<00:00,  2.06it/s]
Epoch 0: |          | 2708/? [21:53<00:00,  2.06it/s]
Epoch 0: |          | 2708/? [21:53<00:00,  2.06it/s]
Epoch 0: |          | 2709/? [21:53<00:00,  2.06it/s]
Epoch 0: |          | 2709/? [21:53<00:00,  2.06it/s]
Epoch 0: |          | 2710/? [21:54<00:00,  2.06it/s]
Epoch 0: |          | 2710/? [21:54<00:00,  2.06it/s]
Epoch 0: |          | 2711/? [21:54<00:00,  2.06it/s]
Epoch 0: |          | 2711/? [21:54<00:00,  2.06it/s]
Epoch 0: |          | 2712/? [21:54<00:00,  2.06it/s]
Epoch 0: |          | 2712/? [21:54<00:00,  2.06it/s]
Epoch 0: |          | 2713/? [21:55<00:00,  2.06it/s]
Epoch 0: |          | 2713/? [21:55<00:00,  2.06it/s]
Epoch 0: |          | 2714/? [21:55<00:00,  2.06it/s]
Epoch 0: |          | 2714/? [21:55<00:00,  2.06it/s]
Epoch 0: |          | 2715/? [21:56<00:00,  2.06it/s]
Epoch 0: |          | 2715/? [21:56<00:00,  2.06it/s]
Epoch 0: |          | 2716/? [21:56<00:00,  2.06it/s]
Epoch 0: |          | 2716/? [21:56<00:00,  2.06it/s]
Epoch 0: |          | 2717/? [21:56<00:00,  2.06it/s]
Epoch 0: |          | 2717/? [21:56<00:00,  2.06it/s]
Epoch 0: |          | 2718/? [21:57<00:00,  2.06it/s]
Epoch 0: |          | 2718/? [21:57<00:00,  2.06it/s]
Epoch 0: |          | 2719/? [21:57<00:00,  2.06it/s]
Epoch 0: |          | 2719/? [21:57<00:00,  2.06it/s]
Epoch 0: |          | 2720/? [21:58<00:00,  2.06it/s]
Epoch 0: |          | 2720/? [21:58<00:00,  2.06it/s]
Epoch 0: |          | 2721/? [21:58<00:00,  2.06it/s]
Epoch 0: |          | 2721/? [21:58<00:00,  2.06it/s]
Epoch 0: |          | 2722/? [21:58<00:00,  2.06it/s]
Epoch 0: |          | 2722/? [21:58<00:00,  2.06it/s]
Epoch 0: |          | 2723/? [21:59<00:00,  2.06it/s]
Epoch 0: |          | 2723/? [21:59<00:00,  2.06it/s]
Epoch 0: |          | 2724/? [21:59<00:00,  2.06it/s]
Epoch 0: |          | 2724/? [21:59<00:00,  2.06it/s]
Epoch 0: |          | 2725/? [22:00<00:00,  2.06it/s]
Epoch 0: |          | 2725/? [22:00<00:00,  2.06it/s]
Epoch 0: |          | 2726/? [22:00<00:00,  2.06it/s]
Epoch 0: |          | 2726/? [22:00<00:00,  2.06it/s]
Epoch 0: |          | 2727/? [22:00<00:00,  2.06it/s]
Epoch 0: |          | 2727/? [22:00<00:00,  2.06it/s]
Epoch 0: |          | 2728/? [22:01<00:00,  2.06it/s]
Epoch 0: |          | 2728/? [22:01<00:00,  2.06it/s]
Epoch 0: |          | 2729/? [22:01<00:00,  2.06it/s]
Epoch 0: |          | 2729/? [22:01<00:00,  2.06it/s]
Epoch 0: |          | 2730/? [22:02<00:00,  2.06it/s]
Epoch 0: |          | 2730/? [22:02<00:00,  2.06it/s]
Epoch 0: |          | 2731/? [22:02<00:00,  2.07it/s]
Epoch 0: |          | 2731/? [22:02<00:00,  2.07it/s]
Epoch 0: |          | 2732/? [22:02<00:00,  2.07it/s]
Epoch 0: |          | 2732/? [22:02<00:00,  2.07it/s]
Epoch 0: |          | 2733/? [22:03<00:00,  2.07it/s]
Epoch 0: |          | 2733/? [22:03<00:00,  2.07it/s]
Epoch 0: |          | 2734/? [22:03<00:00,  2.07it/s]
Epoch 0: |          | 2734/? [22:03<00:00,  2.07it/s]
Epoch 0: |          | 2735/? [22:04<00:00,  2.07it/s]
Epoch 0: |          | 2735/? [22:04<00:00,  2.07it/s]
Epoch 0: |          | 2736/? [22:04<00:00,  2.07it/s]
Epoch 0: |          | 2736/? [22:04<00:00,  2.07it/s]
Epoch 0: |          | 2737/? [22:04<00:00,  2.07it/s]
Epoch 0: |          | 2737/? [22:04<00:00,  2.07it/s]
Epoch 0: |          | 2738/? [22:05<00:00,  2.07it/s]
Epoch 0: |          | 2738/? [22:05<00:00,  2.07it/s]
Epoch 0: |          | 2739/? [22:05<00:00,  2.07it/s]
Epoch 0: |          | 2739/? [22:05<00:00,  2.07it/s]
Epoch 0: |          | 2740/? [22:05<00:00,  2.07it/s]
Epoch 0: |          | 2740/? [22:05<00:00,  2.07it/s]
Epoch 0: |          | 2741/? [22:06<00:00,  2.07it/s]
Epoch 0: |          | 2741/? [22:06<00:00,  2.07it/s]
Epoch 0: |          | 2742/? [22:06<00:00,  2.07it/s]
Epoch 0: |          | 2742/? [22:06<00:00,  2.07it/s]
Epoch 0: |          | 2743/? [22:07<00:00,  2.07it/s]
Epoch 0: |          | 2743/? [22:07<00:00,  2.07it/s]
Epoch 0: |          | 2744/? [22:07<00:00,  2.07it/s]
Epoch 0: |          | 2744/? [22:07<00:00,  2.07it/s]
Epoch 0: |          | 2745/? [22:07<00:00,  2.07it/s]
Epoch 0: |          | 2745/? [22:07<00:00,  2.07it/s]
Epoch 0: |          | 2746/? [22:08<00:00,  2.07it/s]
Epoch 0: |          | 2746/? [22:08<00:00,  2.07it/s]
Epoch 0: |          | 2747/? [22:08<00:00,  2.07it/s]
Epoch 0: |          | 2747/? [22:08<00:00,  2.07it/s]
Epoch 0: |          | 2748/? [22:09<00:00,  2.07it/s]
Epoch 0: |          | 2748/? [22:09<00:00,  2.07it/s]
Epoch 0: |          | 2749/? [22:09<00:00,  2.07it/s]
Epoch 0: |          | 2749/? [22:09<00:00,  2.07it/s]
Epoch 0: |          | 2750/? [22:09<00:00,  2.07it/s]
Epoch 0: |          | 2750/? [22:09<00:00,  2.07it/s]
Epoch 0: |          | 2751/? [22:10<00:00,  2.07it/s]
Epoch 0: |          | 2751/? [22:10<00:00,  2.07it/s]
Epoch 0: |          | 2752/? [22:10<00:00,  2.07it/s]
Epoch 0: |          | 2752/? [22:10<00:00,  2.07it/s]
Epoch 0: |          | 2753/? [22:11<00:00,  2.07it/s]
Epoch 0: |          | 2753/? [22:11<00:00,  2.07it/s]
Epoch 0: |          | 2754/? [22:11<00:00,  2.07it/s]
Epoch 0: |          | 2754/? [22:11<00:00,  2.07it/s]
Epoch 0: |          | 2755/? [22:11<00:00,  2.07it/s]
Epoch 0: |          | 2755/? [22:11<00:00,  2.07it/s]
Epoch 0: |          | 2756/? [22:12<00:00,  2.07it/s]
Epoch 0: |          | 2756/? [22:12<00:00,  2.07it/s]
Epoch 0: |          | 2757/? [22:12<00:00,  2.07it/s]
Epoch 0: |          | 2757/? [22:12<00:00,  2.07it/s]
Epoch 0: |          | 2758/? [22:13<00:00,  2.07it/s]
Epoch 0: |          | 2758/? [22:13<00:00,  2.07it/s]
Epoch 0: |          | 2759/? [22:13<00:00,  2.07it/s]
Epoch 0: |          | 2759/? [22:13<00:00,  2.07it/s]
Epoch 0: |          | 2760/? [22:13<00:00,  2.07it/s]
Epoch 0: |          | 2760/? [22:13<00:00,  2.07it/s]
Epoch 0: |          | 2761/? [22:14<00:00,  2.07it/s]
Epoch 0: |          | 2761/? [22:14<00:00,  2.07it/s]
Epoch 0: |          | 2762/? [22:14<00:00,  2.07it/s]
Epoch 0: |          | 2762/? [22:14<00:00,  2.07it/s]
Epoch 0: |          | 2763/? [22:15<00:00,  2.07it/s]
Epoch 0: |          | 2763/? [22:15<00:00,  2.07it/s]
Epoch 0: |          | 2764/? [22:15<00:00,  2.07it/s]
Epoch 0: |          | 2764/? [22:15<00:00,  2.07it/s]
Epoch 0: |          | 2765/? [22:15<00:00,  2.07it/s]
Epoch 0: |          | 2765/? [22:15<00:00,  2.07it/s]
Epoch 0: |          | 2766/? [22:16<00:00,  2.07it/s]
Epoch 0: |          | 2766/? [22:16<00:00,  2.07it/s]
Epoch 0: |          | 2767/? [22:16<00:00,  2.07it/s]
Epoch 0: |          | 2767/? [22:16<00:00,  2.07it/s]
Epoch 0: |          | 2768/? [22:16<00:00,  2.07it/s]
Epoch 0: |          | 2768/? [22:16<00:00,  2.07it/s]
Epoch 0: |          | 2769/? [22:17<00:00,  2.07it/s]
Epoch 0: |          | 2769/? [22:17<00:00,  2.07it/s]
Epoch 0: |          | 2770/? [22:17<00:00,  2.07it/s]
Epoch 0: |          | 2770/? [22:17<00:00,  2.07it/s]
Epoch 0: |          | 2771/? [22:18<00:00,  2.07it/s]
Epoch 0: |          | 2771/? [22:18<00:00,  2.07it/s]
Epoch 0: |          | 2772/? [22:18<00:00,  2.07it/s]
Epoch 0: |          | 2772/? [22:18<00:00,  2.07it/s]
Epoch 0: |          | 2773/? [22:18<00:00,  2.07it/s]
Epoch 0: |          | 2773/? [22:18<00:00,  2.07it/s]
Epoch 0: |          | 2774/? [22:19<00:00,  2.07it/s]
Epoch 0: |          | 2774/? [22:19<00:00,  2.07it/s]
Epoch 0: |          | 2775/? [22:19<00:00,  2.07it/s]
Epoch 0: |          | 2775/? [22:19<00:00,  2.07it/s]
Epoch 0: |          | 2776/? [22:20<00:00,  2.07it/s]
Epoch 0: |          | 2776/? [22:20<00:00,  2.07it/s]
Epoch 0: |          | 2777/? [22:20<00:00,  2.07it/s]
Epoch 0: |          | 2777/? [22:20<00:00,  2.07it/s]
Epoch 0: |          | 2778/? [22:20<00:00,  2.07it/s]
Epoch 0: |          | 2778/? [22:20<00:00,  2.07it/s]
Epoch 0: |          | 2779/? [22:21<00:00,  2.07it/s]
Epoch 0: |          | 2779/? [22:21<00:00,  2.07it/s]
Epoch 0: |          | 2780/? [22:21<00:00,  2.07it/s]
Epoch 0: |          | 2780/? [22:21<00:00,  2.07it/s]
Epoch 0: |          | 2781/? [22:22<00:00,  2.07it/s]
Epoch 0: |          | 2781/? [22:22<00:00,  2.07it/s]
Epoch 0: |          | 2782/? [22:22<00:00,  2.07it/s]
Epoch 0: |          | 2782/? [22:22<00:00,  2.07it/s]
Epoch 0: |          | 2783/? [22:22<00:00,  2.07it/s]
Epoch 0: |          | 2783/? [22:22<00:00,  2.07it/s]
Epoch 0: |          | 2784/? [22:23<00:00,  2.07it/s]
Epoch 0: |          | 2784/? [22:23<00:00,  2.07it/s]
Epoch 0: |          | 2785/? [22:23<00:00,  2.07it/s]
Epoch 0: |          | 2785/? [22:23<00:00,  2.07it/s]
Epoch 0: |          | 2786/? [22:24<00:00,  2.07it/s]
Epoch 0: |          | 2786/? [22:24<00:00,  2.07it/s]
Epoch 0: |          | 2787/? [22:24<00:00,  2.07it/s]
Epoch 0: |          | 2787/? [22:24<00:00,  2.07it/s]
Epoch 0: |          | 2788/? [22:24<00:00,  2.07it/s]
Epoch 0: |          | 2788/? [22:24<00:00,  2.07it/s]
Epoch 0: |          | 2789/? [22:25<00:00,  2.07it/s]
Epoch 0: |          | 2789/? [22:25<00:00,  2.07it/s]
Epoch 0: |          | 2790/? [22:25<00:00,  2.07it/s]
Epoch 0: |          | 2790/? [22:25<00:00,  2.07it/s]
Epoch 0: |          | 2791/? [22:26<00:00,  2.07it/s]
Epoch 0: |          | 2791/? [22:26<00:00,  2.07it/s]
Epoch 0: |          | 2792/? [22:26<00:00,  2.07it/s]
Epoch 0: |          | 2792/? [22:26<00:00,  2.07it/s]
Epoch 0: |          | 2793/? [22:26<00:00,  2.07it/s]
Epoch 0: |          | 2793/? [22:26<00:00,  2.07it/s]
Epoch 0: |          | 2794/? [22:27<00:00,  2.07it/s]
Epoch 0: |          | 2794/? [22:27<00:00,  2.07it/s]
Epoch 0: |          | 2795/? [22:27<00:00,  2.07it/s]
Epoch 0: |          | 2795/? [22:27<00:00,  2.07it/s]
Epoch 0: |          | 2796/? [22:28<00:00,  2.07it/s]
Epoch 0: |          | 2796/? [22:28<00:00,  2.07it/s]
Epoch 0: |          | 2797/? [22:28<00:00,  2.07it/s]
Epoch 0: |          | 2797/? [22:28<00:00,  2.07it/s]
Epoch 0: |          | 2798/? [22:28<00:00,  2.07it/s]
Epoch 0: |          | 2798/? [22:28<00:00,  2.07it/s]
Epoch 0: |          | 2799/? [22:29<00:00,  2.07it/s]
Epoch 0: |          | 2799/? [22:29<00:00,  2.07it/s]
Epoch 0: |          | 2800/? [22:29<00:00,  2.07it/s]
Epoch 0: |          | 2800/? [22:29<00:00,  2.07it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  5.82it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  5.86it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  5.96it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.09it/s]

Epoch 0: |          | 2800/? [22:30<00:00,  2.07it/s]
Epoch 0: |          | 2801/? [22:30<00:00,  2.07it/s]
Epoch 0: |          | 2801/? [22:30<00:00,  2.07it/s]
Epoch 0: |          | 2802/? [22:31<00:00,  2.07it/s]
Epoch 0: |          | 2802/? [22:31<00:00,  2.07it/s]
Epoch 0: |          | 2803/? [22:31<00:00,  2.07it/s]
Epoch 0: |          | 2803/? [22:31<00:00,  2.07it/s]
Epoch 0: |          | 2804/? [22:31<00:00,  2.07it/s]
Epoch 0: |          | 2804/? [22:31<00:00,  2.07it/s]
Epoch 0: |          | 2805/? [22:32<00:00,  2.07it/s]
Epoch 0: |          | 2805/? [22:32<00:00,  2.07it/s]
Epoch 0: |          | 2806/? [22:32<00:00,  2.07it/s]
Epoch 0: |          | 2806/? [22:32<00:00,  2.07it/s]
Epoch 0: |          | 2807/? [22:33<00:00,  2.07it/s]
Epoch 0: |          | 2807/? [22:33<00:00,  2.07it/s]
Epoch 0: |          | 2808/? [22:33<00:00,  2.07it/s]
Epoch 0: |          | 2808/? [22:33<00:00,  2.07it/s]
Epoch 0: |          | 2809/? [22:33<00:00,  2.07it/s]
Epoch 0: |          | 2809/? [22:33<00:00,  2.07it/s]
Epoch 0: |          | 2810/? [22:34<00:00,  2.08it/s]
Epoch 0: |          | 2810/? [22:34<00:00,  2.08it/s]
Epoch 0: |          | 2811/? [22:34<00:00,  2.08it/s]
Epoch 0: |          | 2811/? [22:34<00:00,  2.08it/s]
Epoch 0: |          | 2812/? [22:34<00:00,  2.08it/s]
Epoch 0: |          | 2812/? [22:34<00:00,  2.08it/s]
Epoch 0: |          | 2813/? [22:35<00:00,  2.08it/s]
Epoch 0: |          | 2813/? [22:35<00:00,  2.08it/s]
Epoch 0: |          | 2814/? [22:35<00:00,  2.08it/s]
Epoch 0: |          | 2814/? [22:35<00:00,  2.08it/s]
Epoch 0: |          | 2815/? [22:36<00:00,  2.08it/s]
Epoch 0: |          | 2815/? [22:36<00:00,  2.08it/s]
Epoch 0: |          | 2816/? [22:36<00:00,  2.08it/s]
Epoch 0: |          | 2816/? [22:36<00:00,  2.08it/s]
Epoch 0: |          | 2817/? [22:36<00:00,  2.08it/s]
Epoch 0: |          | 2817/? [22:36<00:00,  2.08it/s]
Epoch 0: |          | 2818/? [22:37<00:00,  2.08it/s]
Epoch 0: |          | 2818/? [22:37<00:00,  2.08it/s]
Epoch 0: |          | 2819/? [22:37<00:00,  2.08it/s]
Epoch 0: |          | 2819/? [22:37<00:00,  2.08it/s]
Epoch 0: |          | 2820/? [22:38<00:00,  2.08it/s]
Epoch 0: |          | 2820/? [22:38<00:00,  2.08it/s]
Epoch 0: |          | 2821/? [22:38<00:00,  2.08it/s]
Epoch 0: |          | 2821/? [22:38<00:00,  2.08it/s]
Epoch 0: |          | 2822/? [22:38<00:00,  2.08it/s]
Epoch 0: |          | 2822/? [22:38<00:00,  2.08it/s]
Epoch 0: |          | 2823/? [22:39<00:00,  2.08it/s]
Epoch 0: |          | 2823/? [22:39<00:00,  2.08it/s]
Epoch 0: |          | 2824/? [22:39<00:00,  2.08it/s]
Epoch 0: |          | 2824/? [22:39<00:00,  2.08it/s]
Epoch 0: |          | 2825/? [22:40<00:00,  2.08it/s]
Epoch 0: |          | 2825/? [22:40<00:00,  2.08it/s]
Epoch 0: |          | 2826/? [22:40<00:00,  2.08it/s]
Epoch 0: |          | 2826/? [22:40<00:00,  2.08it/s]
Epoch 0: |          | 2827/? [22:40<00:00,  2.08it/s]
Epoch 0: |          | 2827/? [22:40<00:00,  2.08it/s]
Epoch 0: |          | 2828/? [22:41<00:00,  2.08it/s]
Epoch 0: |          | 2828/? [22:41<00:00,  2.08it/s]
Epoch 0: |          | 2829/? [22:41<00:00,  2.08it/s]
Epoch 0: |          | 2829/? [22:41<00:00,  2.08it/s]
Epoch 0: |          | 2830/? [22:42<00:00,  2.08it/s]
Epoch 0: |          | 2830/? [22:42<00:00,  2.08it/s]
Epoch 0: |          | 2831/? [22:42<00:00,  2.08it/s]
Epoch 0: |          | 2831/? [22:42<00:00,  2.08it/s]
Epoch 0: |          | 2832/? [22:42<00:00,  2.08it/s]
Epoch 0: |          | 2832/? [22:42<00:00,  2.08it/s]
Epoch 0: |          | 2833/? [22:43<00:00,  2.08it/s]
Epoch 0: |          | 2833/? [22:43<00:00,  2.08it/s]
Epoch 0: |          | 2834/? [22:43<00:00,  2.08it/s]
Epoch 0: |          | 2834/? [22:43<00:00,  2.08it/s]
Epoch 0: |          | 2835/? [22:44<00:00,  2.08it/s]
Epoch 0: |          | 2835/? [22:44<00:00,  2.08it/s]
Epoch 0: |          | 2836/? [22:44<00:00,  2.08it/s]
Epoch 0: |          | 2836/? [22:44<00:00,  2.08it/s]
Epoch 0: |          | 2837/? [22:44<00:00,  2.08it/s]
Epoch 0: |          | 2837/? [22:44<00:00,  2.08it/s]
Epoch 0: |          | 2838/? [22:45<00:00,  2.08it/s]
Epoch 0: |          | 2838/? [22:45<00:00,  2.08it/s]
Epoch 0: |          | 2839/? [22:45<00:00,  2.08it/s]
Epoch 0: |          | 2839/? [22:45<00:00,  2.08it/s]
Epoch 0: |          | 2840/? [22:46<00:00,  2.08it/s]
Epoch 0: |          | 2840/? [22:46<00:00,  2.08it/s]
Epoch 0: |          | 2841/? [22:46<00:00,  2.08it/s]
Epoch 0: |          | 2841/? [22:46<00:00,  2.08it/s]
Epoch 0: |          | 2842/? [22:46<00:00,  2.08it/s]
Epoch 0: |          | 2842/? [22:46<00:00,  2.08it/s]
Epoch 0: |          | 2843/? [22:47<00:00,  2.08it/s]
Epoch 0: |          | 2843/? [22:47<00:00,  2.08it/s]
Epoch 0: |          | 2844/? [22:47<00:00,  2.08it/s]
Epoch 0: |          | 2844/? [22:47<00:00,  2.08it/s]
Epoch 0: |          | 2845/? [22:48<00:00,  2.08it/s]
Epoch 0: |          | 2845/? [22:48<00:00,  2.08it/s]
Epoch 0: |          | 2846/? [22:48<00:00,  2.08it/s]
Epoch 0: |          | 2846/? [22:48<00:00,  2.08it/s]
Epoch 0: |          | 2847/? [22:48<00:00,  2.08it/s]
Epoch 0: |          | 2847/? [22:48<00:00,  2.08it/s]
Epoch 0: |          | 2848/? [22:49<00:00,  2.08it/s]
Epoch 0: |          | 2848/? [22:49<00:00,  2.08it/s]
Epoch 0: |          | 2849/? [22:49<00:00,  2.08it/s]
Epoch 0: |          | 2849/? [22:49<00:00,  2.08it/s]
Epoch 0: |          | 2850/? [22:49<00:00,  2.08it/s]
Epoch 0: |          | 2850/? [22:49<00:00,  2.08it/s]
Epoch 0: |          | 2851/? [22:50<00:00,  2.08it/s]
Epoch 0: |          | 2851/? [22:50<00:00,  2.08it/s]
Epoch 0: |          | 2852/? [22:50<00:00,  2.08it/s]
Epoch 0: |          | 2852/? [22:50<00:00,  2.08it/s]
Epoch 0: |          | 2853/? [22:51<00:00,  2.08it/s]
Epoch 0: |          | 2853/? [22:51<00:00,  2.08it/s]
Epoch 0: |          | 2854/? [22:51<00:00,  2.08it/s]
Epoch 0: |          | 2854/? [22:51<00:00,  2.08it/s]
Epoch 0: |          | 2855/? [22:51<00:00,  2.08it/s]
Epoch 0: |          | 2855/? [22:51<00:00,  2.08it/s]
Epoch 0: |          | 2856/? [22:52<00:00,  2.08it/s]
Epoch 0: |          | 2856/? [22:52<00:00,  2.08it/s]
Epoch 0: |          | 2857/? [22:52<00:00,  2.08it/s]
Epoch 0: |          | 2857/? [22:52<00:00,  2.08it/s]
Epoch 0: |          | 2858/? [22:53<00:00,  2.08it/s]
Epoch 0: |          | 2858/? [22:53<00:00,  2.08it/s]
Epoch 0: |          | 2859/? [22:53<00:00,  2.08it/s]
Epoch 0: |          | 2859/? [22:53<00:00,  2.08it/s]
Epoch 0: |          | 2860/? [22:53<00:00,  2.08it/s]
Epoch 0: |          | 2860/? [22:53<00:00,  2.08it/s]
Epoch 0: |          | 2861/? [22:54<00:00,  2.08it/s]
Epoch 0: |          | 2861/? [22:54<00:00,  2.08it/s]
Epoch 0: |          | 2862/? [22:54<00:00,  2.08it/s]
Epoch 0: |          | 2862/? [22:54<00:00,  2.08it/s]
Epoch 0: |          | 2863/? [22:55<00:00,  2.08it/s]
Epoch 0: |          | 2863/? [22:55<00:00,  2.08it/s]
Epoch 0: |          | 2864/? [22:55<00:00,  2.08it/s]
Epoch 0: |          | 2864/? [22:55<00:00,  2.08it/s]
Epoch 0: |          | 2865/? [22:55<00:00,  2.08it/s]
Epoch 0: |          | 2865/? [22:55<00:00,  2.08it/s]
Epoch 0: |          | 2866/? [22:56<00:00,  2.08it/s]
Epoch 0: |          | 2866/? [22:56<00:00,  2.08it/s]
Epoch 0: |          | 2867/? [22:56<00:00,  2.08it/s]
Epoch 0: |          | 2867/? [22:56<00:00,  2.08it/s]
Epoch 0: |          | 2868/? [22:57<00:00,  2.08it/s]
Epoch 0: |          | 2868/? [22:57<00:00,  2.08it/s]
Epoch 0: |          | 2869/? [22:57<00:00,  2.08it/s]
Epoch 0: |          | 2869/? [22:57<00:00,  2.08it/s]
Epoch 0: |          | 2870/? [22:57<00:00,  2.08it/s]
Epoch 0: |          | 2870/? [22:57<00:00,  2.08it/s]
Epoch 0: |          | 2871/? [22:58<00:00,  2.08it/s]
Epoch 0: |          | 2871/? [22:58<00:00,  2.08it/s]
Epoch 0: |          | 2872/? [22:58<00:00,  2.08it/s]
Epoch 0: |          | 2872/? [22:58<00:00,  2.08it/s]
Epoch 0: |          | 2873/? [22:59<00:00,  2.08it/s]
Epoch 0: |          | 2873/? [22:59<00:00,  2.08it/s]
Epoch 0: |          | 2874/? [22:59<00:00,  2.08it/s]
Epoch 0: |          | 2874/? [22:59<00:00,  2.08it/s]
Epoch 0: |          | 2875/? [22:59<00:00,  2.08it/s]
Epoch 0: |          | 2875/? [22:59<00:00,  2.08it/s]
Epoch 0: |          | 2876/? [23:00<00:00,  2.08it/s]
Epoch 0: |          | 2876/? [23:00<00:00,  2.08it/s]
Epoch 0: |          | 2877/? [23:00<00:00,  2.08it/s]
Epoch 0: |          | 2877/? [23:00<00:00,  2.08it/s]
Epoch 0: |          | 2878/? [23:01<00:00,  2.08it/s]
Epoch 0: |          | 2878/? [23:01<00:00,  2.08it/s]
Epoch 0: |          | 2879/? [23:01<00:00,  2.08it/s]
Epoch 0: |          | 2879/? [23:01<00:00,  2.08it/s]
Epoch 0: |          | 2880/? [23:01<00:00,  2.08it/s]
Epoch 0: |          | 2880/? [23:01<00:00,  2.08it/s]
Epoch 0: |          | 2881/? [23:02<00:00,  2.08it/s]
Epoch 0: |          | 2881/? [23:02<00:00,  2.08it/s]
Epoch 0: |          | 2882/? [23:02<00:00,  2.08it/s]
Epoch 0: |          | 2882/? [23:02<00:00,  2.08it/s]
Epoch 0: |          | 2883/? [23:02<00:00,  2.08it/s]
Epoch 0: |          | 2883/? [23:02<00:00,  2.08it/s]
Epoch 0: |          | 2884/? [23:03<00:00,  2.08it/s]
Epoch 0: |          | 2884/? [23:03<00:00,  2.08it/s]
Epoch 0: |          | 2885/? [23:03<00:00,  2.08it/s]
Epoch 0: |          | 2885/? [23:03<00:00,  2.08it/s]
Epoch 0: |          | 2886/? [23:04<00:00,  2.08it/s]
Epoch 0: |          | 2886/? [23:04<00:00,  2.08it/s]
Epoch 0: |          | 2887/? [23:04<00:00,  2.09it/s]
Epoch 0: |          | 2887/? [23:04<00:00,  2.09it/s]
Epoch 0: |          | 2888/? [23:04<00:00,  2.09it/s]
Epoch 0: |          | 2888/? [23:04<00:00,  2.09it/s]
Epoch 0: |          | 2889/? [23:05<00:00,  2.09it/s]
Epoch 0: |          | 2889/? [23:05<00:00,  2.09it/s]
Epoch 0: |          | 2890/? [23:05<00:00,  2.09it/s]
Epoch 0: |          | 2890/? [23:05<00:00,  2.09it/s]
Epoch 0: |          | 2891/? [23:06<00:00,  2.09it/s]
Epoch 0: |          | 2891/? [23:06<00:00,  2.09it/s]
Epoch 0: |          | 2892/? [23:06<00:00,  2.09it/s]
Epoch 0: |          | 2892/? [23:06<00:00,  2.09it/s]
Epoch 0: |          | 2893/? [23:06<00:00,  2.09it/s]
Epoch 0: |          | 2893/? [23:06<00:00,  2.09it/s]
Epoch 0: |          | 2894/? [23:07<00:00,  2.09it/s]
Epoch 0: |          | 2894/? [23:07<00:00,  2.09it/s]
Epoch 0: |          | 2895/? [23:07<00:00,  2.09it/s]
Epoch 0: |          | 2895/? [23:07<00:00,  2.09it/s]
Epoch 0: |          | 2896/? [23:08<00:00,  2.09it/s]
Epoch 0: |          | 2896/? [23:08<00:00,  2.09it/s]
Epoch 0: |          | 2897/? [23:08<00:00,  2.09it/s]
Epoch 0: |          | 2897/? [23:08<00:00,  2.09it/s]
Epoch 0: |          | 2898/? [23:08<00:00,  2.09it/s]
Epoch 0: |          | 2898/? [23:08<00:00,  2.09it/s]
Epoch 0: |          | 2899/? [23:09<00:00,  2.09it/s]
Epoch 0: |          | 2899/? [23:09<00:00,  2.09it/s]
Epoch 0: |          | 2900/? [23:09<00:00,  2.09it/s]
Epoch 0: |          | 2900/? [23:09<00:00,  2.09it/s]
Epoch 0: |          | 2901/? [23:10<00:00,  2.09it/s]
Epoch 0: |          | 2901/? [23:10<00:00,  2.09it/s]
Epoch 0: |          | 2902/? [23:10<00:00,  2.09it/s]
Epoch 0: |          | 2902/? [23:10<00:00,  2.09it/s]
Epoch 0: |          | 2903/? [23:10<00:00,  2.09it/s]
Epoch 0: |          | 2903/? [23:10<00:00,  2.09it/s]
Epoch 0: |          | 2904/? [23:11<00:00,  2.09it/s]
Epoch 0: |          | 2904/? [23:11<00:00,  2.09it/s]
Epoch 0: |          | 2905/? [23:11<00:00,  2.09it/s]
Epoch 0: |          | 2905/? [23:11<00:00,  2.09it/s]
Epoch 0: |          | 2906/? [23:12<00:00,  2.09it/s]
Epoch 0: |          | 2906/? [23:12<00:00,  2.09it/s]
Epoch 0: |          | 2907/? [23:12<00:00,  2.09it/s]
Epoch 0: |          | 2907/? [23:12<00:00,  2.09it/s]
Epoch 0: |          | 2908/? [23:12<00:00,  2.09it/s]
Epoch 0: |          | 2908/? [23:12<00:00,  2.09it/s]
Epoch 0: |          | 2909/? [23:13<00:00,  2.09it/s]
Epoch 0: |          | 2909/? [23:13<00:00,  2.09it/s]
Epoch 0: |          | 2910/? [23:13<00:00,  2.09it/s]
Epoch 0: |          | 2910/? [23:13<00:00,  2.09it/s]
Epoch 0: |          | 2911/? [23:14<00:00,  2.09it/s]
Epoch 0: |          | 2911/? [23:14<00:00,  2.09it/s]
Epoch 0: |          | 2912/? [23:14<00:00,  2.09it/s]
Epoch 0: |          | 2912/? [23:14<00:00,  2.09it/s]
Epoch 0: |          | 2913/? [23:14<00:00,  2.09it/s]
Epoch 0: |          | 2913/? [23:14<00:00,  2.09it/s]
Epoch 0: |          | 2914/? [23:15<00:00,  2.09it/s]
Epoch 0: |          | 2914/? [23:15<00:00,  2.09it/s]
Epoch 0: |          | 2915/? [23:15<00:00,  2.09it/s]
Epoch 0: |          | 2915/? [23:15<00:00,  2.09it/s]
Epoch 0: |          | 2916/? [23:16<00:00,  2.09it/s]
Epoch 0: |          | 2916/? [23:16<00:00,  2.09it/s]
Epoch 0: |          | 2917/? [23:16<00:00,  2.09it/s]
Epoch 0: |          | 2917/? [23:16<00:00,  2.09it/s]
Epoch 0: |          | 2918/? [23:16<00:00,  2.09it/s]
Epoch 0: |          | 2918/? [23:16<00:00,  2.09it/s]
Epoch 0: |          | 2919/? [23:17<00:00,  2.09it/s]
Epoch 0: |          | 2919/? [23:17<00:00,  2.09it/s]
Epoch 0: |          | 2920/? [23:17<00:00,  2.09it/s]
Epoch 0: |          | 2920/? [23:17<00:00,  2.09it/s]
Epoch 0: |          | 2921/? [23:17<00:00,  2.09it/s]
Epoch 0: |          | 2921/? [23:17<00:00,  2.09it/s]
Epoch 0: |          | 2922/? [23:18<00:00,  2.09it/s]
Epoch 0: |          | 2922/? [23:18<00:00,  2.09it/s]
Epoch 0: |          | 2923/? [23:18<00:00,  2.09it/s]
Epoch 0: |          | 2923/? [23:18<00:00,  2.09it/s]
Epoch 0: |          | 2924/? [23:19<00:00,  2.09it/s]
Epoch 0: |          | 2924/? [23:19<00:00,  2.09it/s]
Epoch 0: |          | 2925/? [23:19<00:00,  2.09it/s]
Epoch 0: |          | 2925/? [23:19<00:00,  2.09it/s]
Epoch 0: |          | 2926/? [23:19<00:00,  2.09it/s]
Epoch 0: |          | 2926/? [23:19<00:00,  2.09it/s]
Epoch 0: |          | 2927/? [23:20<00:00,  2.09it/s]
Epoch 0: |          | 2927/? [23:20<00:00,  2.09it/s]
Epoch 0: |          | 2928/? [23:20<00:00,  2.09it/s]
Epoch 0: |          | 2928/? [23:20<00:00,  2.09it/s]
Epoch 0: |          | 2929/? [23:21<00:00,  2.09it/s]
Epoch 0: |          | 2929/? [23:21<00:00,  2.09it/s]
Epoch 0: |          | 2930/? [23:21<00:00,  2.09it/s]
Epoch 0: |          | 2930/? [23:21<00:00,  2.09it/s]
Epoch 0: |          | 2931/? [23:21<00:00,  2.09it/s]
Epoch 0: |          | 2931/? [23:21<00:00,  2.09it/s]
Epoch 0: |          | 2932/? [23:22<00:00,  2.09it/s]
Epoch 0: |          | 2932/? [23:22<00:00,  2.09it/s]
Epoch 0: |          | 2933/? [23:22<00:00,  2.09it/s]
Epoch 0: |          | 2933/? [23:22<00:00,  2.09it/s]
Epoch 0: |          | 2934/? [23:23<00:00,  2.09it/s]
Epoch 0: |          | 2934/? [23:23<00:00,  2.09it/s]
Epoch 0: |          | 2935/? [23:23<00:00,  2.09it/s]
Epoch 0: |          | 2935/? [23:23<00:00,  2.09it/s]
Epoch 0: |          | 2936/? [23:23<00:00,  2.09it/s]
Epoch 0: |          | 2936/? [23:23<00:00,  2.09it/s]
Epoch 0: |          | 2937/? [23:24<00:00,  2.09it/s]
Epoch 0: |          | 2937/? [23:24<00:00,  2.09it/s]
Epoch 0: |          | 2938/? [23:24<00:00,  2.09it/s]
Epoch 0: |          | 2938/? [23:24<00:00,  2.09it/s]
Epoch 0: |          | 2939/? [23:24<00:00,  2.09it/s]
Epoch 0: |          | 2939/? [23:24<00:00,  2.09it/s]
Epoch 0: |          | 2940/? [23:25<00:00,  2.09it/s]
Epoch 0: |          | 2940/? [23:25<00:00,  2.09it/s]
Epoch 0: |          | 2941/? [23:25<00:00,  2.09it/s]
Epoch 0: |          | 2941/? [23:25<00:00,  2.09it/s]
Epoch 0: |          | 2942/? [23:26<00:00,  2.09it/s]
Epoch 0: |          | 2942/? [23:26<00:00,  2.09it/s]
Epoch 0: |          | 2943/? [23:26<00:00,  2.09it/s]
Epoch 0: |          | 2943/? [23:26<00:00,  2.09it/s]
Epoch 0: |          | 2944/? [23:26<00:00,  2.09it/s]
Epoch 0: |          | 2944/? [23:26<00:00,  2.09it/s]
Epoch 0: |          | 2945/? [23:27<00:00,  2.09it/s]
Epoch 0: |          | 2945/? [23:27<00:00,  2.09it/s]
Epoch 0: |          | 2946/? [23:27<00:00,  2.09it/s]
Epoch 0: |          | 2946/? [23:27<00:00,  2.09it/s]
Epoch 0: |          | 2947/? [23:28<00:00,  2.09it/s]
Epoch 0: |          | 2947/? [23:28<00:00,  2.09it/s]
Epoch 0: |          | 2948/? [23:28<00:00,  2.09it/s]
Epoch 0: |          | 2948/? [23:28<00:00,  2.09it/s]
Epoch 0: |          | 2949/? [23:28<00:00,  2.09it/s]
Epoch 0: |          | 2949/? [23:28<00:00,  2.09it/s]
Epoch 0: |          | 2950/? [23:29<00:00,  2.09it/s]
Epoch 0: |          | 2950/? [23:29<00:00,  2.09it/s]
Epoch 0: |          | 2951/? [23:29<00:00,  2.09it/s]
Epoch 0: |          | 2951/? [23:29<00:00,  2.09it/s]
Epoch 0: |          | 2952/? [23:30<00:00,  2.09it/s]
Epoch 0: |          | 2952/? [23:30<00:00,  2.09it/s]
Epoch 0: |          | 2953/? [23:30<00:00,  2.09it/s]
Epoch 0: |          | 2953/? [23:30<00:00,  2.09it/s]
Epoch 0: |          | 2954/? [23:30<00:00,  2.09it/s]
Epoch 0: |          | 2954/? [23:30<00:00,  2.09it/s]
Epoch 0: |          | 2955/? [23:31<00:00,  2.09it/s]
Epoch 0: |          | 2955/? [23:31<00:00,  2.09it/s]
Epoch 0: |          | 2956/? [23:31<00:00,  2.09it/s]
Epoch 0: |          | 2956/? [23:31<00:00,  2.09it/s]
Epoch 0: |          | 2957/? [23:32<00:00,  2.09it/s]
Epoch 0: |          | 2957/? [23:32<00:00,  2.09it/s]
Epoch 0: |          | 2958/? [23:32<00:00,  2.09it/s]
Epoch 0: |          | 2958/? [23:32<00:00,  2.09it/s]
Epoch 0: |          | 2959/? [23:32<00:00,  2.09it/s]
Epoch 0: |          | 2959/? [23:32<00:00,  2.09it/s]
Epoch 0: |          | 2960/? [23:33<00:00,  2.09it/s]
Epoch 0: |          | 2960/? [23:33<00:00,  2.09it/s]
Epoch 0: |          | 2961/? [23:33<00:00,  2.09it/s]
Epoch 0: |          | 2961/? [23:33<00:00,  2.09it/s]
Epoch 0: |          | 2962/? [23:33<00:00,  2.09it/s]
Epoch 0: |          | 2962/? [23:33<00:00,  2.09it/s]
Epoch 0: |          | 2963/? [23:34<00:00,  2.09it/s]
Epoch 0: |          | 2963/? [23:34<00:00,  2.09it/s]
Epoch 0: |          | 2964/? [23:34<00:00,  2.10it/s]
Epoch 0: |          | 2964/? [23:34<00:00,  2.10it/s]
Epoch 0: |          | 2965/? [23:35<00:00,  2.10it/s]
Epoch 0: |          | 2965/? [23:35<00:00,  2.10it/s]
Epoch 0: |          | 2966/? [23:35<00:00,  2.10it/s]
Epoch 0: |          | 2966/? [23:35<00:00,  2.10it/s]
Epoch 0: |          | 2967/? [23:35<00:00,  2.10it/s]
Epoch 0: |          | 2967/? [23:35<00:00,  2.10it/s]
Epoch 0: |          | 2968/? [23:36<00:00,  2.10it/s]
Epoch 0: |          | 2968/? [23:36<00:00,  2.10it/s]
Epoch 0: |          | 2969/? [23:36<00:00,  2.10it/s]
Epoch 0: |          | 2969/? [23:36<00:00,  2.10it/s]
Epoch 0: |          | 2970/? [23:37<00:00,  2.10it/s]
Epoch 0: |          | 2970/? [23:37<00:00,  2.10it/s]
Epoch 0: |          | 2971/? [23:37<00:00,  2.10it/s]
Epoch 0: |          | 2971/? [23:37<00:00,  2.10it/s]
Epoch 0: |          | 2972/? [23:37<00:00,  2.10it/s]
Epoch 0: |          | 2972/? [23:37<00:00,  2.10it/s]
Epoch 0: |          | 2973/? [23:38<00:00,  2.10it/s]
Epoch 0: |          | 2973/? [23:38<00:00,  2.10it/s]
Epoch 0: |          | 2974/? [23:38<00:00,  2.10it/s]
Epoch 0: |          | 2974/? [23:38<00:00,  2.10it/s]
Epoch 0: |          | 2975/? [23:39<00:00,  2.10it/s]
Epoch 0: |          | 2975/? [23:39<00:00,  2.10it/s]
Epoch 0: |          | 2976/? [23:39<00:00,  2.10it/s]
Epoch 0: |          | 2976/? [23:39<00:00,  2.10it/s]
Epoch 0: |          | 2977/? [23:39<00:00,  2.10it/s]
Epoch 0: |          | 2977/? [23:39<00:00,  2.10it/s]
Epoch 0: |          | 2978/? [23:40<00:00,  2.10it/s]
Epoch 0: |          | 2978/? [23:40<00:00,  2.10it/s]
Epoch 0: |          | 2979/? [23:40<00:00,  2.10it/s]
Epoch 0: |          | 2979/? [23:40<00:00,  2.10it/s]
Epoch 0: |          | 2980/? [23:41<00:00,  2.10it/s]
Epoch 0: |          | 2980/? [23:41<00:00,  2.10it/s]
Epoch 0: |          | 2981/? [23:41<00:00,  2.10it/s]
Epoch 0: |          | 2981/? [23:41<00:00,  2.10it/s]
Epoch 0: |          | 2982/? [23:41<00:00,  2.10it/s]
Epoch 0: |          | 2982/? [23:41<00:00,  2.10it/s]
Epoch 0: |          | 2983/? [23:42<00:00,  2.10it/s]
Epoch 0: |          | 2983/? [23:42<00:00,  2.10it/s]
Epoch 0: |          | 2984/? [23:42<00:00,  2.10it/s]
Epoch 0: |          | 2984/? [23:42<00:00,  2.10it/s]
Epoch 0: |          | 2985/? [23:42<00:00,  2.10it/s]
Epoch 0: |          | 2985/? [23:42<00:00,  2.10it/s]
Epoch 0: |          | 2986/? [23:43<00:00,  2.10it/s]
Epoch 0: |          | 2986/? [23:43<00:00,  2.10it/s]
Epoch 0: |          | 2987/? [23:43<00:00,  2.10it/s]
Epoch 0: |          | 2987/? [23:43<00:00,  2.10it/s]
Epoch 0: |          | 2988/? [23:44<00:00,  2.10it/s]
Epoch 0: |          | 2988/? [23:44<00:00,  2.10it/s]
Epoch 0: |          | 2989/? [23:44<00:00,  2.10it/s]
Epoch 0: |          | 2989/? [23:44<00:00,  2.10it/s]
Epoch 0: |          | 2990/? [23:44<00:00,  2.10it/s]
Epoch 0: |          | 2990/? [23:44<00:00,  2.10it/s]
Epoch 0: |          | 2991/? [23:45<00:00,  2.10it/s]
Epoch 0: |          | 2991/? [23:45<00:00,  2.10it/s]
Epoch 0: |          | 2992/? [23:45<00:00,  2.10it/s]
Epoch 0: |          | 2992/? [23:45<00:00,  2.10it/s]
Epoch 0: |          | 2993/? [23:46<00:00,  2.10it/s]
Epoch 0: |          | 2993/? [23:46<00:00,  2.10it/s]
Epoch 0: |          | 2994/? [23:46<00:00,  2.10it/s]
Epoch 0: |          | 2994/? [23:46<00:00,  2.10it/s]
Epoch 0: |          | 2995/? [23:46<00:00,  2.10it/s]
Epoch 0: |          | 2995/? [23:46<00:00,  2.10it/s]
Epoch 0: |          | 2996/? [23:47<00:00,  2.10it/s]
Epoch 0: |          | 2996/? [23:47<00:00,  2.10it/s]
Epoch 0: |          | 2997/? [23:47<00:00,  2.10it/s]
Epoch 0: |          | 2997/? [23:47<00:00,  2.10it/s]
Epoch 0: |          | 2998/? [23:48<00:00,  2.10it/s]
Epoch 0: |          | 2998/? [23:48<00:00,  2.10it/s]
Epoch 0: |          | 2999/? [23:48<00:00,  2.10it/s]
Epoch 0: |          | 2999/? [23:48<00:00,  2.10it/s]
Epoch 0: |          | 3000/? [23:48<00:00,  2.10it/s]
Epoch 0: |          | 3000/? [23:48<00:00,  2.10it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  5.96it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  5.92it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  6.00it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.12it/s]

Epoch 0: |          | 3000/? [23:49<00:00,  2.10it/s]
Epoch 0: |          | 3001/? [23:49<00:00,  2.10it/s]
Epoch 0: |          | 3001/? [23:49<00:00,  2.10it/s]
Epoch 0: |          | 3002/? [23:50<00:00,  2.10it/s]
Epoch 0: |          | 3002/? [23:50<00:00,  2.10it/s]
Epoch 0: |          | 3003/? [23:50<00:00,  2.10it/s]
Epoch 0: |          | 3003/? [23:50<00:00,  2.10it/s]
Epoch 0: |          | 3004/? [23:51<00:00,  2.10it/s]
Epoch 0: |          | 3004/? [23:51<00:00,  2.10it/s]
Epoch 0: |          | 3005/? [23:51<00:00,  2.10it/s]
Epoch 0: |          | 3005/? [23:51<00:00,  2.10it/s]
Epoch 0: |          | 3006/? [23:51<00:00,  2.10it/s]
Epoch 0: |          | 3006/? [23:51<00:00,  2.10it/s]
Epoch 0: |          | 3007/? [23:52<00:00,  2.10it/s]
Epoch 0: |          | 3007/? [23:52<00:00,  2.10it/s]
Epoch 0: |          | 3008/? [23:52<00:00,  2.10it/s]
Epoch 0: |          | 3008/? [23:52<00:00,  2.10it/s]
Epoch 0: |          | 3009/? [23:53<00:00,  2.10it/s]
Epoch 0: |          | 3009/? [23:53<00:00,  2.10it/s]
Epoch 0: |          | 3010/? [23:53<00:00,  2.10it/s]
Epoch 0: |          | 3010/? [23:53<00:00,  2.10it/s]
Epoch 0: |          | 3011/? [23:53<00:00,  2.10it/s]
Epoch 0: |          | 3011/? [23:53<00:00,  2.10it/s]
Epoch 0: |          | 3012/? [23:54<00:00,  2.10it/s]
Epoch 0: |          | 3012/? [23:54<00:00,  2.10it/s]
Epoch 0: |          | 3013/? [23:54<00:00,  2.10it/s]
Epoch 0: |          | 3013/? [23:54<00:00,  2.10it/s]
Epoch 0: |          | 3014/? [23:55<00:00,  2.10it/s]
Epoch 0: |          | 3014/? [23:55<00:00,  2.10it/s]
Epoch 0: |          | 3015/? [23:55<00:00,  2.10it/s]
Epoch 0: |          | 3015/? [23:55<00:00,  2.10it/s]
Epoch 0: |          | 3016/? [23:55<00:00,  2.10it/s]
Epoch 0: |          | 3016/? [23:55<00:00,  2.10it/s]
Epoch 0: |          | 3017/? [23:56<00:00,  2.10it/s]
Epoch 0: |          | 3017/? [23:56<00:00,  2.10it/s]
Epoch 0: |          | 3018/? [23:56<00:00,  2.10it/s]
Epoch 0: |          | 3018/? [23:56<00:00,  2.10it/s]
Epoch 0: |          | 3019/? [23:56<00:00,  2.10it/s]
Epoch 0: |          | 3019/? [23:56<00:00,  2.10it/s]
Epoch 0: |          | 3020/? [23:57<00:00,  2.10it/s]
Epoch 0: |          | 3020/? [23:57<00:00,  2.10it/s]
Epoch 0: |          | 3021/? [23:57<00:00,  2.10it/s]
Epoch 0: |          | 3021/? [23:57<00:00,  2.10it/s]
Epoch 0: |          | 3022/? [23:58<00:00,  2.10it/s]
Epoch 0: |          | 3022/? [23:58<00:00,  2.10it/s]
Epoch 0: |          | 3023/? [23:58<00:00,  2.10it/s]
Epoch 0: |          | 3023/? [23:58<00:00,  2.10it/s]
Epoch 0: |          | 3024/? [23:58<00:00,  2.10it/s]
Epoch 0: |          | 3024/? [23:58<00:00,  2.10it/s]
Epoch 0: |          | 3025/? [23:59<00:00,  2.10it/s]
Epoch 0: |          | 3025/? [23:59<00:00,  2.10it/s]
Epoch 0: |          | 3026/? [23:59<00:00,  2.10it/s]
Epoch 0: |          | 3026/? [23:59<00:00,  2.10it/s]
Epoch 0: |          | 3027/? [24:00<00:00,  2.10it/s]
Epoch 0: |          | 3027/? [24:00<00:00,  2.10it/s]
Epoch 0: |          | 3028/? [24:00<00:00,  2.10it/s]
Epoch 0: |          | 3028/? [24:00<00:00,  2.10it/s]
Epoch 0: |          | 3029/? [24:00<00:00,  2.10it/s]
Epoch 0: |          | 3029/? [24:00<00:00,  2.10it/s]
Epoch 0: |          | 3030/? [24:01<00:00,  2.10it/s]
Epoch 0: |          | 3030/? [24:01<00:00,  2.10it/s]
Epoch 0: |          | 3031/? [24:01<00:00,  2.10it/s]
Epoch 0: |          | 3031/? [24:01<00:00,  2.10it/s]
Epoch 0: |          | 3032/? [24:02<00:00,  2.10it/s]
Epoch 0: |          | 3032/? [24:02<00:00,  2.10it/s]
Epoch 0: |          | 3033/? [24:02<00:00,  2.10it/s]
Epoch 0: |          | 3033/? [24:02<00:00,  2.10it/s]
Epoch 0: |          | 3034/? [24:02<00:00,  2.10it/s]
Epoch 0: |          | 3034/? [24:02<00:00,  2.10it/s]
Epoch 0: |          | 3035/? [24:03<00:00,  2.10it/s]
Epoch 0: |          | 3035/? [24:03<00:00,  2.10it/s]
Epoch 0: |          | 3036/? [24:03<00:00,  2.10it/s]
Epoch 0: |          | 3036/? [24:03<00:00,  2.10it/s]
Epoch 0: |          | 3037/? [24:04<00:00,  2.10it/s]
Epoch 0: |          | 3037/? [24:04<00:00,  2.10it/s]
Epoch 0: |          | 3038/? [24:04<00:00,  2.10it/s]
Epoch 0: |          | 3038/? [24:04<00:00,  2.10it/s]
Epoch 0: |          | 3039/? [24:04<00:00,  2.10it/s]
Epoch 0: |          | 3039/? [24:04<00:00,  2.10it/s]
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Epoch 0: |          | 3055/? [24:11<00:00,  2.11it/s]
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Epoch 0: |          | 3056/? [24:11<00:00,  2.11it/s]
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Epoch 0: |          | 3057/? [24:11<00:00,  2.11it/s]
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Epoch 0: |          | 3058/? [24:12<00:00,  2.11it/s]
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Epoch 0: |          | 3060/? [24:13<00:00,  2.11it/s]
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Epoch 0: |          | 3062/? [24:13<00:00,  2.11it/s]
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Epoch 0: |          | 3063/? [24:14<00:00,  2.11it/s]
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Epoch 0: |          | 3064/? [24:14<00:00,  2.11it/s]
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Epoch 0: |          | 3066/? [24:15<00:00,  2.11it/s]
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Epoch 0: |          | 3067/? [24:15<00:00,  2.11it/s]
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Epoch 0: |          | 3068/? [24:16<00:00,  2.11it/s]
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Epoch 0: |          | 3069/? [24:16<00:00,  2.11it/s]
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Epoch 0: |          | 3070/? [24:16<00:00,  2.11it/s]
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Epoch 0: |          | 3071/? [24:17<00:00,  2.11it/s]
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Epoch 0: |          | 3072/? [24:17<00:00,  2.11it/s]
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Epoch 0: |          | 3073/? [24:18<00:00,  2.11it/s]
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Epoch 0: |          | 3074/? [24:18<00:00,  2.11it/s]
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Epoch 0: |          | 3075/? [24:18<00:00,  2.11it/s]
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Epoch 0: |          | 3076/? [24:19<00:00,  2.11it/s]
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Epoch 0: |          | 3077/? [24:19<00:00,  2.11it/s]
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Epoch 0: |          | 3078/? [24:20<00:00,  2.11it/s]
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Epoch 0: |          | 3079/? [24:20<00:00,  2.11it/s]
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Epoch 0: |          | 3080/? [24:20<00:00,  2.11it/s]
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Epoch 0: |          | 3081/? [24:21<00:00,  2.11it/s]
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Epoch 0: |          | 3082/? [24:21<00:00,  2.11it/s]
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Epoch 0: |          | 3083/? [24:22<00:00,  2.11it/s]
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Epoch 0: |          | 3084/? [24:22<00:00,  2.11it/s]
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Epoch 0: |          | 3085/? [24:22<00:00,  2.11it/s]
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Epoch 0: |          | 3086/? [24:23<00:00,  2.11it/s]
Epoch 0: |          | 3086/? [24:23<00:00,  2.11it/s]
Epoch 0: |          | 3087/? [24:23<00:00,  2.11it/s]
Epoch 0: |          | 3087/? [24:23<00:00,  2.11it/s]
Epoch 0: |          | 3088/? [24:24<00:00,  2.11it/s]
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Epoch 0: |          | 3089/? [24:24<00:00,  2.11it/s]
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Epoch 0: |          | 3090/? [24:24<00:00,  2.11it/s]
Epoch 0: |          | 3090/? [24:24<00:00,  2.11it/s]
Epoch 0: |          | 3091/? [24:25<00:00,  2.11it/s]
Epoch 0: |          | 3091/? [24:25<00:00,  2.11it/s]
Epoch 0: |          | 3092/? [24:25<00:00,  2.11it/s]
Epoch 0: |          | 3092/? [24:25<00:00,  2.11it/s]
Epoch 0: |          | 3093/? [24:25<00:00,  2.11it/s]
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Epoch 0: |          | 3094/? [24:26<00:00,  2.11it/s]
Epoch 0: |          | 3094/? [24:26<00:00,  2.11it/s]
Epoch 0: |          | 3095/? [24:26<00:00,  2.11it/s]
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Epoch 0: |          | 3096/? [24:27<00:00,  2.11it/s]
Epoch 0: |          | 3096/? [24:27<00:00,  2.11it/s]
Epoch 0: |          | 3097/? [24:27<00:00,  2.11it/s]
Epoch 0: |          | 3097/? [24:27<00:00,  2.11it/s]
Epoch 0: |          | 3098/? [24:27<00:00,  2.11it/s]
Epoch 0: |          | 3098/? [24:27<00:00,  2.11it/s]
Epoch 0: |          | 3099/? [24:28<00:00,  2.11it/s]
Epoch 0: |          | 3099/? [24:28<00:00,  2.11it/s]
Epoch 0: |          | 3100/? [24:28<00:00,  2.11it/s]
Epoch 0: |          | 3100/? [24:28<00:00,  2.11it/s]
Epoch 0: |          | 3101/? [24:29<00:00,  2.11it/s]
Epoch 0: |          | 3101/? [24:29<00:00,  2.11it/s]
Epoch 0: |          | 3102/? [24:29<00:00,  2.11it/s]
Epoch 0: |          | 3102/? [24:29<00:00,  2.11it/s]
Epoch 0: |          | 3103/? [24:29<00:00,  2.11it/s]
Epoch 0: |          | 3103/? [24:29<00:00,  2.11it/s]
Epoch 0: |          | 3104/? [24:30<00:00,  2.11it/s]
Epoch 0: |          | 3104/? [24:30<00:00,  2.11it/s]
Epoch 0: |          | 3105/? [24:30<00:00,  2.11it/s]
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Epoch 0: |          | 3106/? [24:31<00:00,  2.11it/s]
Epoch 0: |          | 3106/? [24:31<00:00,  2.11it/s]
Epoch 0: |          | 3107/? [24:31<00:00,  2.11it/s]
Epoch 0: |          | 3107/? [24:31<00:00,  2.11it/s]
Epoch 0: |          | 3108/? [24:31<00:00,  2.11it/s]
Epoch 0: |          | 3108/? [24:31<00:00,  2.11it/s]
Epoch 0: |          | 3109/? [24:32<00:00,  2.11it/s]
Epoch 0: |          | 3109/? [24:32<00:00,  2.11it/s]
Epoch 0: |          | 3110/? [24:32<00:00,  2.11it/s]
Epoch 0: |          | 3110/? [24:32<00:00,  2.11it/s]
Epoch 0: |          | 3111/? [24:33<00:00,  2.11it/s]
Epoch 0: |          | 3111/? [24:33<00:00,  2.11it/s]
Epoch 0: |          | 3112/? [24:33<00:00,  2.11it/s]
Epoch 0: |          | 3112/? [24:33<00:00,  2.11it/s]
Epoch 0: |          | 3113/? [24:33<00:00,  2.11it/s]
Epoch 0: |          | 3113/? [24:33<00:00,  2.11it/s]
Epoch 0: |          | 3114/? [24:34<00:00,  2.11it/s]
Epoch 0: |          | 3114/? [24:34<00:00,  2.11it/s]
Epoch 0: |          | 3115/? [24:34<00:00,  2.11it/s]
Epoch 0: |          | 3115/? [24:34<00:00,  2.11it/s]
Epoch 0: |          | 3116/? [24:34<00:00,  2.11it/s]
Epoch 0: |          | 3116/? [24:34<00:00,  2.11it/s]
Epoch 0: |          | 3117/? [24:35<00:00,  2.11it/s]
Epoch 0: |          | 3117/? [24:35<00:00,  2.11it/s]
Epoch 0: |          | 3118/? [24:35<00:00,  2.11it/s]
Epoch 0: |          | 3118/? [24:35<00:00,  2.11it/s]
Epoch 0: |          | 3119/? [24:36<00:00,  2.11it/s]
Epoch 0: |          | 3119/? [24:36<00:00,  2.11it/s]
Epoch 0: |          | 3120/? [24:36<00:00,  2.11it/s]
Epoch 0: |          | 3120/? [24:36<00:00,  2.11it/s]
Epoch 0: |          | 3121/? [24:36<00:00,  2.11it/s]
Epoch 0: |          | 3121/? [24:36<00:00,  2.11it/s]
Epoch 0: |          | 3122/? [24:37<00:00,  2.11it/s]
Epoch 0: |          | 3122/? [24:37<00:00,  2.11it/s]
Epoch 0: |          | 3123/? [24:37<00:00,  2.11it/s]
Epoch 0: |          | 3123/? [24:37<00:00,  2.11it/s]
Epoch 0: |          | 3124/? [24:38<00:00,  2.11it/s]
Epoch 0: |          | 3124/? [24:38<00:00,  2.11it/s]
Epoch 0: |          | 3125/? [24:38<00:00,  2.11it/s]
Epoch 0: |          | 3125/? [24:38<00:00,  2.11it/s]
Epoch 0: |          | 3126/? [24:38<00:00,  2.11it/s]
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Epoch 0: |          | 3127/? [24:39<00:00,  2.11it/s]
Epoch 0: |          | 3127/? [24:39<00:00,  2.11it/s]
Epoch 0: |          | 3128/? [24:39<00:00,  2.11it/s]
Epoch 0: |          | 3128/? [24:39<00:00,  2.11it/s]
Epoch 0: |          | 3129/? [24:40<00:00,  2.11it/s]
Epoch 0: |          | 3129/? [24:40<00:00,  2.11it/s]
Epoch 0: |          | 3130/? [24:40<00:00,  2.11it/s]
Epoch 0: |          | 3130/? [24:40<00:00,  2.11it/s]
Epoch 0: |          | 3131/? [24:40<00:00,  2.11it/s]
Epoch 0: |          | 3131/? [24:40<00:00,  2.11it/s]
Epoch 0: |          | 3132/? [24:41<00:00,  2.11it/s]
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Epoch 0: |          | 3133/? [24:41<00:00,  2.11it/s]
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Epoch 0: |          | 3134/? [24:42<00:00,  2.11it/s]
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Epoch 0: |          | 3135/? [24:42<00:00,  2.11it/s]
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Epoch 0: |          | 3136/? [24:42<00:00,  2.11it/s]
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Epoch 0: |          | 3137/? [24:43<00:00,  2.12it/s]
Epoch 0: |          | 3137/? [24:43<00:00,  2.12it/s]
Epoch 0: |          | 3138/? [24:43<00:00,  2.12it/s]
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Epoch 0: |          | 3139/? [24:44<00:00,  2.12it/s]
Epoch 0: |          | 3139/? [24:44<00:00,  2.12it/s]
Epoch 0: |          | 3140/? [24:44<00:00,  2.12it/s]
Epoch 0: |          | 3140/? [24:44<00:00,  2.12it/s]
Epoch 0: |          | 3141/? [24:44<00:00,  2.12it/s]
Epoch 0: |          | 3141/? [24:44<00:00,  2.12it/s]
Epoch 0: |          | 3142/? [24:45<00:00,  2.12it/s]
Epoch 0: |          | 3142/? [24:45<00:00,  2.12it/s]
Epoch 0: |          | 3143/? [24:45<00:00,  2.12it/s]
Epoch 0: |          | 3143/? [24:45<00:00,  2.12it/s]
Epoch 0: |          | 3144/? [24:45<00:00,  2.12it/s]
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Epoch 0: |          | 3145/? [24:46<00:00,  2.12it/s]
Epoch 0: |          | 3145/? [24:46<00:00,  2.12it/s]
Epoch 0: |          | 3146/? [24:46<00:00,  2.12it/s]
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Epoch 0: |          | 3147/? [24:47<00:00,  2.12it/s]
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Epoch 0: |          | 3148/? [24:47<00:00,  2.12it/s]
Epoch 0: |          | 3148/? [24:47<00:00,  2.12it/s]
Epoch 0: |          | 3149/? [24:47<00:00,  2.12it/s]
Epoch 0: |          | 3149/? [24:47<00:00,  2.12it/s]
Epoch 0: |          | 3150/? [24:48<00:00,  2.12it/s]
Epoch 0: |          | 3150/? [24:48<00:00,  2.12it/s]
Epoch 0: |          | 3151/? [24:48<00:00,  2.12it/s]
Epoch 0: |          | 3151/? [24:48<00:00,  2.12it/s]
Epoch 0: |          | 3152/? [24:49<00:00,  2.12it/s]
Epoch 0: |          | 3152/? [24:49<00:00,  2.12it/s]
Epoch 0: |          | 3153/? [24:49<00:00,  2.12it/s]
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Epoch 0: |          | 3154/? [24:49<00:00,  2.12it/s]
Epoch 0: |          | 3154/? [24:49<00:00,  2.12it/s]
Epoch 0: |          | 3155/? [24:50<00:00,  2.12it/s]
Epoch 0: |          | 3155/? [24:50<00:00,  2.12it/s]
Epoch 0: |          | 3156/? [24:50<00:00,  2.12it/s]
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Epoch 0: |          | 3157/? [24:51<00:00,  2.12it/s]
Epoch 0: |          | 3157/? [24:51<00:00,  2.12it/s]
Epoch 0: |          | 3158/? [24:51<00:00,  2.12it/s]
Epoch 0: |          | 3158/? [24:51<00:00,  2.12it/s]
Epoch 0: |          | 3159/? [24:51<00:00,  2.12it/s]
Epoch 0: |          | 3159/? [24:51<00:00,  2.12it/s]
Epoch 0: |          | 3160/? [24:52<00:00,  2.12it/s]
Epoch 0: |          | 3160/? [24:52<00:00,  2.12it/s]
Epoch 0: |          | 3161/? [24:52<00:00,  2.12it/s]
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Epoch 0: |          | 3162/? [24:53<00:00,  2.12it/s]
Epoch 0: |          | 3163/? [24:53<00:00,  2.12it/s]
Epoch 0: |          | 3163/? [24:53<00:00,  2.12it/s]
Epoch 0: |          | 3164/? [24:53<00:00,  2.12it/s]
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Epoch 0: |          | 3167/? [24:55<00:00,  2.12it/s]
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Epoch 0: |          | 3169/? [24:55<00:00,  2.12it/s]
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Epoch 0: |          | 3170/? [24:56<00:00,  2.12it/s]
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Epoch 0: |          | 3179/? [24:59<00:00,  2.12it/s]
Epoch 0: |          | 3179/? [24:59<00:00,  2.12it/s]
Epoch 0: |          | 3180/? [25:00<00:00,  2.12it/s]
Epoch 0: |          | 3180/? [25:00<00:00,  2.12it/s]
Epoch 0: |          | 3181/? [25:00<00:00,  2.12it/s]
Epoch 0: |          | 3181/? [25:00<00:00,  2.12it/s]
Epoch 0: |          | 3182/? [25:00<00:00,  2.12it/s]
Epoch 0: |          | 3182/? [25:00<00:00,  2.12it/s]
Epoch 0: |          | 3183/? [25:01<00:00,  2.12it/s]
Epoch 0: |          | 3183/? [25:01<00:00,  2.12it/s]
Epoch 0: |          | 3184/? [25:01<00:00,  2.12it/s]
Epoch 0: |          | 3184/? [25:01<00:00,  2.12it/s]
Epoch 0: |          | 3185/? [25:02<00:00,  2.12it/s]
Epoch 0: |          | 3185/? [25:02<00:00,  2.12it/s]
Epoch 0: |          | 3186/? [25:02<00:00,  2.12it/s]
Epoch 0: |          | 3186/? [25:02<00:00,  2.12it/s]
Epoch 0: |          | 3187/? [25:02<00:00,  2.12it/s]
Epoch 0: |          | 3187/? [25:02<00:00,  2.12it/s]
Epoch 0: |          | 3188/? [25:03<00:00,  2.12it/s]
Epoch 0: |          | 3188/? [25:03<00:00,  2.12it/s]
Epoch 0: |          | 3189/? [25:03<00:00,  2.12it/s]
Epoch 0: |          | 3189/? [25:03<00:00,  2.12it/s]
Epoch 0: |          | 3190/? [25:04<00:00,  2.12it/s]
Epoch 0: |          | 3190/? [25:04<00:00,  2.12it/s]
Epoch 0: |          | 3191/? [25:04<00:00,  2.12it/s]
Epoch 0: |          | 3191/? [25:04<00:00,  2.12it/s]
Epoch 0: |          | 3192/? [25:04<00:00,  2.12it/s]
Epoch 0: |          | 3192/? [25:04<00:00,  2.12it/s]
Epoch 0: |          | 3193/? [25:05<00:00,  2.12it/s]
Epoch 0: |          | 3193/? [25:05<00:00,  2.12it/s]
Epoch 0: |          | 3194/? [25:05<00:00,  2.12it/s]
Epoch 0: |          | 3194/? [25:05<00:00,  2.12it/s]
Epoch 0: |          | 3195/? [25:06<00:00,  2.12it/s]
Epoch 0: |          | 3195/? [25:06<00:00,  2.12it/s]
Epoch 0: |          | 3196/? [25:06<00:00,  2.12it/s]
Epoch 0: |          | 3196/? [25:06<00:00,  2.12it/s]
Epoch 0: |          | 3197/? [25:06<00:00,  2.12it/s]
Epoch 0: |          | 3197/? [25:06<00:00,  2.12it/s]
Epoch 0: |          | 3198/? [25:07<00:00,  2.12it/s]
Epoch 0: |          | 3198/? [25:07<00:00,  2.12it/s]
Epoch 0: |          | 3199/? [25:07<00:00,  2.12it/s]
Epoch 0: |          | 3199/? [25:07<00:00,  2.12it/s]
Epoch 0: |          | 3200/? [25:07<00:00,  2.12it/s]
Epoch 0: |          | 3200/? [25:07<00:00,  2.12it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  6.16it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  6.10it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  5.97it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.03it/s]

Epoch 0: |          | 3200/? [25:08<00:00,  2.12it/s]
Epoch 0: |          | 3201/? [25:09<00:00,  2.12it/s]
Epoch 0: |          | 3201/? [25:09<00:00,  2.12it/s]
Epoch 0: |          | 3202/? [25:09<00:00,  2.12it/s]
Epoch 0: |          | 3202/? [25:09<00:00,  2.12it/s]
Epoch 0: |          | 3203/? [25:09<00:00,  2.12it/s]
Epoch 0: |          | 3203/? [25:09<00:00,  2.12it/s]
Epoch 0: |          | 3204/? [25:10<00:00,  2.12it/s]
Epoch 0: |          | 3204/? [25:10<00:00,  2.12it/s]
Epoch 0: |          | 3205/? [25:10<00:00,  2.12it/s]
Epoch 0: |          | 3205/? [25:10<00:00,  2.12it/s]
Epoch 0: |          | 3206/? [25:11<00:00,  2.12it/s]
Epoch 0: |          | 3206/? [25:11<00:00,  2.12it/s]
Epoch 0: |          | 3207/? [25:11<00:00,  2.12it/s]
Epoch 0: |          | 3207/? [25:11<00:00,  2.12it/s]
Epoch 0: |          | 3208/? [25:11<00:00,  2.12it/s]
Epoch 0: |          | 3208/? [25:11<00:00,  2.12it/s]
Epoch 0: |          | 3209/? [25:12<00:00,  2.12it/s]
Epoch 0: |          | 3209/? [25:12<00:00,  2.12it/s]
Epoch 0: |          | 3210/? [25:12<00:00,  2.12it/s]
Epoch 0: |          | 3210/? [25:12<00:00,  2.12it/s]
Epoch 0: |          | 3211/? [25:12<00:00,  2.12it/s]
Epoch 0: |          | 3211/? [25:12<00:00,  2.12it/s]
Epoch 0: |          | 3212/? [25:13<00:00,  2.12it/s]
Epoch 0: |          | 3212/? [25:13<00:00,  2.12it/s]
Epoch 0: |          | 3213/? [25:13<00:00,  2.12it/s]
Epoch 0: |          | 3213/? [25:13<00:00,  2.12it/s]
Epoch 0: |          | 3214/? [25:14<00:00,  2.12it/s]
Epoch 0: |          | 3214/? [25:14<00:00,  2.12it/s]
Epoch 0: |          | 3215/? [25:14<00:00,  2.12it/s]
Epoch 0: |          | 3215/? [25:14<00:00,  2.12it/s]
Epoch 0: |          | 3216/? [25:14<00:00,  2.12it/s]
Epoch 0: |          | 3216/? [25:14<00:00,  2.12it/s]
Epoch 0: |          | 3217/? [25:15<00:00,  2.12it/s]
Epoch 0: |          | 3217/? [25:15<00:00,  2.12it/s]
Epoch 0: |          | 3218/? [25:15<00:00,  2.12it/s]
Epoch 0: |          | 3218/? [25:15<00:00,  2.12it/s]
Epoch 0: |          | 3219/? [25:16<00:00,  2.12it/s]
Epoch 0: |          | 3219/? [25:16<00:00,  2.12it/s]
Epoch 0: |          | 3220/? [25:16<00:00,  2.12it/s]
Epoch 0: |          | 3220/? [25:16<00:00,  2.12it/s]
Epoch 0: |          | 3221/? [25:16<00:00,  2.12it/s]
Epoch 0: |          | 3221/? [25:16<00:00,  2.12it/s]
Epoch 0: |          | 3222/? [25:17<00:00,  2.12it/s]
Epoch 0: |          | 3222/? [25:17<00:00,  2.12it/s]
Epoch 0: |          | 3223/? [25:17<00:00,  2.12it/s]
Epoch 0: |          | 3223/? [25:17<00:00,  2.12it/s]
Epoch 0: |          | 3224/? [25:18<00:00,  2.12it/s]
Epoch 0: |          | 3224/? [25:18<00:00,  2.12it/s]
Epoch 0: |          | 3225/? [25:18<00:00,  2.12it/s]
Epoch 0: |          | 3225/? [25:18<00:00,  2.12it/s]
Epoch 0: |          | 3226/? [25:18<00:00,  2.12it/s]
Epoch 0: |          | 3226/? [25:18<00:00,  2.12it/s]
Epoch 0: |          | 3227/? [25:19<00:00,  2.12it/s]
Epoch 0: |          | 3227/? [25:19<00:00,  2.12it/s]
Epoch 0: |          | 3228/? [25:19<00:00,  2.12it/s]
Epoch 0: |          | 3228/? [25:19<00:00,  2.12it/s]
Epoch 0: |          | 3229/? [25:20<00:00,  2.12it/s]
Epoch 0: |          | 3229/? [25:20<00:00,  2.12it/s]
Epoch 0: |          | 3230/? [25:20<00:00,  2.12it/s]
Epoch 0: |          | 3230/? [25:20<00:00,  2.12it/s]
Epoch 0: |          | 3231/? [25:20<00:00,  2.12it/s]
Epoch 0: |          | 3231/? [25:20<00:00,  2.12it/s]
Epoch 0: |          | 3232/? [25:21<00:00,  2.12it/s]
Epoch 0: |          | 3232/? [25:21<00:00,  2.12it/s]
Epoch 0: |          | 3233/? [25:21<00:00,  2.12it/s]
Epoch 0: |          | 3233/? [25:21<00:00,  2.12it/s]
Epoch 0: |          | 3234/? [25:21<00:00,  2.12it/s]
Epoch 0: |          | 3234/? [25:21<00:00,  2.12it/s]
Epoch 0: |          | 3235/? [25:22<00:00,  2.12it/s]
Epoch 0: |          | 3235/? [25:22<00:00,  2.12it/s]
Epoch 0: |          | 3236/? [25:22<00:00,  2.13it/s]
Epoch 0: |          | 3236/? [25:22<00:00,  2.13it/s]
Epoch 0: |          | 3237/? [25:23<00:00,  2.13it/s]
Epoch 0: |          | 3237/? [25:23<00:00,  2.13it/s]
Epoch 0: |          | 3238/? [25:23<00:00,  2.13it/s]
Epoch 0: |          | 3238/? [25:23<00:00,  2.13it/s]
Epoch 0: |          | 3239/? [25:23<00:00,  2.13it/s]
Epoch 0: |          | 3239/? [25:23<00:00,  2.13it/s]
Epoch 0: |          | 3240/? [25:24<00:00,  2.13it/s]
Epoch 0: |          | 3240/? [25:24<00:00,  2.13it/s]
Epoch 0: |          | 3241/? [25:24<00:00,  2.13it/s]
Epoch 0: |          | 3241/? [25:24<00:00,  2.13it/s]
Epoch 0: |          | 3242/? [25:25<00:00,  2.13it/s]
Epoch 0: |          | 3242/? [25:25<00:00,  2.13it/s]
Epoch 0: |          | 3243/? [25:25<00:00,  2.13it/s]
Epoch 0: |          | 3243/? [25:25<00:00,  2.13it/s]
Epoch 0: |          | 3244/? [25:25<00:00,  2.13it/s]
Epoch 0: |          | 3244/? [25:25<00:00,  2.13it/s]
Epoch 0: |          | 3245/? [25:26<00:00,  2.13it/s]
Epoch 0: |          | 3245/? [25:26<00:00,  2.13it/s]
Epoch 0: |          | 3246/? [25:26<00:00,  2.13it/s]
Epoch 0: |          | 3246/? [25:26<00:00,  2.13it/s]
Epoch 0: |          | 3247/? [25:27<00:00,  2.13it/s]
Epoch 0: |          | 3247/? [25:27<00:00,  2.13it/s]
Epoch 0: |          | 3248/? [25:27<00:00,  2.13it/s]
Epoch 0: |          | 3248/? [25:27<00:00,  2.13it/s]
Epoch 0: |          | 3249/? [25:27<00:00,  2.13it/s]
Epoch 0: |          | 3249/? [25:27<00:00,  2.13it/s]
Epoch 0: |          | 3250/? [25:28<00:00,  2.13it/s]
Epoch 0: |          | 3250/? [25:28<00:00,  2.13it/s]
Epoch 0: |          | 3251/? [25:28<00:00,  2.13it/s]
Epoch 0: |          | 3251/? [25:28<00:00,  2.13it/s]
Epoch 0: |          | 3252/? [25:29<00:00,  2.13it/s]
Epoch 0: |          | 3252/? [25:29<00:00,  2.13it/s]
Epoch 0: |          | 3253/? [25:29<00:00,  2.13it/s]
Epoch 0: |          | 3253/? [25:29<00:00,  2.13it/s]
Epoch 0: |          | 3254/? [25:29<00:00,  2.13it/s]
Epoch 0: |          | 3254/? [25:29<00:00,  2.13it/s]
Epoch 0: |          | 3255/? [25:30<00:00,  2.13it/s]
Epoch 0: |          | 3255/? [25:30<00:00,  2.13it/s]
Epoch 0: |          | 3256/? [25:30<00:00,  2.13it/s]
Epoch 0: |          | 3256/? [25:30<00:00,  2.13it/s]
Epoch 0: |          | 3257/? [25:31<00:00,  2.13it/s]
Epoch 0: |          | 3257/? [25:31<00:00,  2.13it/s]
Epoch 0: |          | 3258/? [25:31<00:00,  2.13it/s]
Epoch 0: |          | 3258/? [25:31<00:00,  2.13it/s]
Epoch 0: |          | 3259/? [25:31<00:00,  2.13it/s]
Epoch 0: |          | 3259/? [25:31<00:00,  2.13it/s]
Epoch 0: |          | 3260/? [25:32<00:00,  2.13it/s]
Epoch 0: |          | 3260/? [25:32<00:00,  2.13it/s]
Epoch 0: |          | 3261/? [25:32<00:00,  2.13it/s]
Epoch 0: |          | 3261/? [25:32<00:00,  2.13it/s]
Epoch 0: |          | 3262/? [25:32<00:00,  2.13it/s]
Epoch 0: |          | 3262/? [25:32<00:00,  2.13it/s]
Epoch 0: |          | 3263/? [25:33<00:00,  2.13it/s]
Epoch 0: |          | 3263/? [25:33<00:00,  2.13it/s]
Epoch 0: |          | 3264/? [25:33<00:00,  2.13it/s]
Epoch 0: |          | 3264/? [25:33<00:00,  2.13it/s]
Epoch 0: |          | 3265/? [25:34<00:00,  2.13it/s]
Epoch 0: |          | 3265/? [25:34<00:00,  2.13it/s]
Epoch 0: |          | 3266/? [25:34<00:00,  2.13it/s]
Epoch 0: |          | 3266/? [25:34<00:00,  2.13it/s]
Epoch 0: |          | 3267/? [25:34<00:00,  2.13it/s]
Epoch 0: |          | 3267/? [25:34<00:00,  2.13it/s]
Epoch 0: |          | 3268/? [25:35<00:00,  2.13it/s]
Epoch 0: |          | 3268/? [25:35<00:00,  2.13it/s]
Epoch 0: |          | 3269/? [25:35<00:00,  2.13it/s]
Epoch 0: |          | 3269/? [25:35<00:00,  2.13it/s]
Epoch 0: |          | 3270/? [25:36<00:00,  2.13it/s]
Epoch 0: |          | 3270/? [25:36<00:00,  2.13it/s]
Epoch 0: |          | 3271/? [25:36<00:00,  2.13it/s]
Epoch 0: |          | 3271/? [25:36<00:00,  2.13it/s]
Epoch 0: |          | 3272/? [25:36<00:00,  2.13it/s]
Epoch 0: |          | 3272/? [25:36<00:00,  2.13it/s]
Epoch 0: |          | 3273/? [25:37<00:00,  2.13it/s]
Epoch 0: |          | 3273/? [25:37<00:00,  2.13it/s]
Epoch 0: |          | 3274/? [25:37<00:00,  2.13it/s]
Epoch 0: |          | 3274/? [25:37<00:00,  2.13it/s]
Epoch 0: |          | 3275/? [25:38<00:00,  2.13it/s]
Epoch 0: |          | 3275/? [25:38<00:00,  2.13it/s]
Epoch 0: |          | 3276/? [25:38<00:00,  2.13it/s]
Epoch 0: |          | 3276/? [25:38<00:00,  2.13it/s]
Epoch 0: |          | 3277/? [25:38<00:00,  2.13it/s]
Epoch 0: |          | 3277/? [25:38<00:00,  2.13it/s]
Epoch 0: |          | 3278/? [25:39<00:00,  2.13it/s]
Epoch 0: |          | 3278/? [25:39<00:00,  2.13it/s]
Epoch 0: |          | 3279/? [25:39<00:00,  2.13it/s]
Epoch 0: |          | 3279/? [25:39<00:00,  2.13it/s]
Epoch 0: |          | 3280/? [25:40<00:00,  2.13it/s]
Epoch 0: |          | 3280/? [25:40<00:00,  2.13it/s]
Epoch 0: |          | 3281/? [25:40<00:00,  2.13it/s]
Epoch 0: |          | 3281/? [25:40<00:00,  2.13it/s]
Epoch 0: |          | 3282/? [25:40<00:00,  2.13it/s]
Epoch 0: |          | 3282/? [25:40<00:00,  2.13it/s]
Epoch 0: |          | 3283/? [25:41<00:00,  2.13it/s]
Epoch 0: |          | 3283/? [25:41<00:00,  2.13it/s]
Epoch 0: |          | 3284/? [25:41<00:00,  2.13it/s]
Epoch 0: |          | 3284/? [25:41<00:00,  2.13it/s]
Epoch 0: |          | 3285/? [25:41<00:00,  2.13it/s]
Epoch 0: |          | 3285/? [25:41<00:00,  2.13it/s]
Epoch 0: |          | 3286/? [25:42<00:00,  2.13it/s]
Epoch 0: |          | 3286/? [25:42<00:00,  2.13it/s]
Epoch 0: |          | 3287/? [25:42<00:00,  2.13it/s]
Epoch 0: |          | 3287/? [25:42<00:00,  2.13it/s]
Epoch 0: |          | 3288/? [25:43<00:00,  2.13it/s]
Epoch 0: |          | 3288/? [25:43<00:00,  2.13it/s]
Epoch 0: |          | 3289/? [25:43<00:00,  2.13it/s]
Epoch 0: |          | 3289/? [25:43<00:00,  2.13it/s]
Epoch 0: |          | 3290/? [25:43<00:00,  2.13it/s]
Epoch 0: |          | 3290/? [25:43<00:00,  2.13it/s]
Epoch 0: |          | 3291/? [25:44<00:00,  2.13it/s]
Epoch 0: |          | 3291/? [25:44<00:00,  2.13it/s]
Epoch 0: |          | 3292/? [25:44<00:00,  2.13it/s]
Epoch 0: |          | 3292/? [25:44<00:00,  2.13it/s]
Epoch 0: |          | 3293/? [25:45<00:00,  2.13it/s]
Epoch 0: |          | 3293/? [25:45<00:00,  2.13it/s]
Epoch 0: |          | 3294/? [25:45<00:00,  2.13it/s]
Epoch 0: |          | 3294/? [25:45<00:00,  2.13it/s]
Epoch 0: |          | 3295/? [25:45<00:00,  2.13it/s]
Epoch 0: |          | 3295/? [25:45<00:00,  2.13it/s]
Epoch 0: |          | 3296/? [25:46<00:00,  2.13it/s]
Epoch 0: |          | 3296/? [25:46<00:00,  2.13it/s]
Epoch 0: |          | 3297/? [25:46<00:00,  2.13it/s]
Epoch 0: |          | 3297/? [25:46<00:00,  2.13it/s]
Epoch 0: |          | 3298/? [25:47<00:00,  2.13it/s]
Epoch 0: |          | 3298/? [25:47<00:00,  2.13it/s]
Epoch 0: |          | 3299/? [25:47<00:00,  2.13it/s]
Epoch 0: |          | 3299/? [25:47<00:00,  2.13it/s]
Epoch 0: |          | 3300/? [25:47<00:00,  2.13it/s]
Epoch 0: |          | 3300/? [25:47<00:00,  2.13it/s]
Epoch 0: |          | 3301/? [25:48<00:00,  2.13it/s]
Epoch 0: |          | 3301/? [25:48<00:00,  2.13it/s]
Epoch 0: |          | 3302/? [25:48<00:00,  2.13it/s]
Epoch 0: |          | 3302/? [25:48<00:00,  2.13it/s]
Epoch 0: |          | 3303/? [25:49<00:00,  2.13it/s]
Epoch 0: |          | 3303/? [25:49<00:00,  2.13it/s]
Epoch 0: |          | 3304/? [25:49<00:00,  2.13it/s]
Epoch 0: |          | 3304/? [25:49<00:00,  2.13it/s]
Epoch 0: |          | 3305/? [25:49<00:00,  2.13it/s]
Epoch 0: |          | 3305/? [25:49<00:00,  2.13it/s]
Epoch 0: |          | 3306/? [25:50<00:00,  2.13it/s]
Epoch 0: |          | 3306/? [25:50<00:00,  2.13it/s]
Epoch 0: |          | 3307/? [25:50<00:00,  2.13it/s]
Epoch 0: |          | 3307/? [25:50<00:00,  2.13it/s]
Epoch 0: |          | 3308/? [25:50<00:00,  2.13it/s]
Epoch 0: |          | 3308/? [25:50<00:00,  2.13it/s]
Epoch 0: |          | 3309/? [25:51<00:00,  2.13it/s]
Epoch 0: |          | 3309/? [25:51<00:00,  2.13it/s]
Epoch 0: |          | 3310/? [25:51<00:00,  2.13it/s]
Epoch 0: |          | 3310/? [25:51<00:00,  2.13it/s]
Epoch 0: |          | 3311/? [25:52<00:00,  2.13it/s]
Epoch 0: |          | 3311/? [25:52<00:00,  2.13it/s]
Epoch 0: |          | 3312/? [25:52<00:00,  2.13it/s]
Epoch 0: |          | 3312/? [25:52<00:00,  2.13it/s]
Epoch 0: |          | 3313/? [25:52<00:00,  2.13it/s]
Epoch 0: |          | 3313/? [25:52<00:00,  2.13it/s]
Epoch 0: |          | 3314/? [25:53<00:00,  2.13it/s]
Epoch 0: |          | 3314/? [25:53<00:00,  2.13it/s]
Epoch 0: |          | 3315/? [25:53<00:00,  2.13it/s]
Epoch 0: |          | 3315/? [25:53<00:00,  2.13it/s]
Epoch 0: |          | 3316/? [25:54<00:00,  2.13it/s]
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Epoch 0: |          | 3317/? [25:54<00:00,  2.13it/s]
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Epoch 0: |          | 3318/? [25:54<00:00,  2.13it/s]
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Epoch 0: |          | 3319/? [25:55<00:00,  2.13it/s]
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Epoch 0: |          | 3320/? [25:55<00:00,  2.13it/s]
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Epoch 0: |          | 3321/? [25:56<00:00,  2.13it/s]
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Epoch 0: |          | 3322/? [25:56<00:00,  2.13it/s]
Epoch 0: |          | 3322/? [25:56<00:00,  2.13it/s]
Epoch 0: |          | 3323/? [25:56<00:00,  2.13it/s]
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Epoch 0: |          | 3324/? [25:57<00:00,  2.13it/s]
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Epoch 0: |          | 3325/? [25:57<00:00,  2.13it/s]
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Epoch 0: |          | 3326/? [25:58<00:00,  2.13it/s]
Epoch 0: |          | 3326/? [25:58<00:00,  2.13it/s]
Epoch 0: |          | 3327/? [25:58<00:00,  2.13it/s]
Epoch 0: |          | 3327/? [25:58<00:00,  2.13it/s]
Epoch 0: |          | 3328/? [25:58<00:00,  2.13it/s]
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Epoch 0: |          | 3329/? [25:59<00:00,  2.14it/s]
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Epoch 0: |          | 3330/? [25:59<00:00,  2.14it/s]
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Epoch 0: |          | 3331/? [25:59<00:00,  2.14it/s]
Epoch 0: |          | 3331/? [25:59<00:00,  2.14it/s]
Epoch 0: |          | 3332/? [26:00<00:00,  2.14it/s]
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Epoch 0: |          | 3333/? [26:00<00:00,  2.14it/s]
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Epoch 0: |          | 3334/? [26:01<00:00,  2.14it/s]
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Epoch 0: |          | 3335/? [26:01<00:00,  2.14it/s]
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Epoch 0: |          | 3336/? [26:01<00:00,  2.14it/s]
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Epoch 0: |          | 3337/? [26:02<00:00,  2.14it/s]
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Epoch 0: |          | 3338/? [26:02<00:00,  2.14it/s]
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Epoch 0: |          | 3339/? [26:03<00:00,  2.14it/s]
Epoch 0: |          | 3339/? [26:03<00:00,  2.14it/s]
Epoch 0: |          | 3340/? [26:03<00:00,  2.14it/s]
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Epoch 0: |          | 3341/? [26:03<00:00,  2.14it/s]
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Epoch 0: |          | 3342/? [26:04<00:00,  2.14it/s]
Epoch 0: |          | 3342/? [26:04<00:00,  2.14it/s]
Epoch 0: |          | 3343/? [26:04<00:00,  2.14it/s]
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Epoch 0: |          | 3344/? [26:05<00:00,  2.14it/s]
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Epoch 0: |          | 3347/? [26:06<00:00,  2.14it/s]
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Epoch 0: |          | 3349/? [26:06<00:00,  2.14it/s]
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Epoch 0: |          | 3350/? [26:07<00:00,  2.14it/s]
Epoch 0: |          | 3350/? [26:07<00:00,  2.14it/s]
Epoch 0: |          | 3351/? [26:07<00:00,  2.14it/s]
Epoch 0: |          | 3351/? [26:07<00:00,  2.14it/s]
Epoch 0: |          | 3352/? [26:08<00:00,  2.14it/s]
Epoch 0: |          | 3352/? [26:08<00:00,  2.14it/s]
Epoch 0: |          | 3353/? [26:08<00:00,  2.14it/s]
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Epoch 0: |          | 3354/? [26:08<00:00,  2.14it/s]
Epoch 0: |          | 3354/? [26:08<00:00,  2.14it/s]
Epoch 0: |          | 3355/? [26:09<00:00,  2.14it/s]
Epoch 0: |          | 3355/? [26:09<00:00,  2.14it/s]
Epoch 0: |          | 3356/? [26:09<00:00,  2.14it/s]
Epoch 0: |          | 3356/? [26:09<00:00,  2.14it/s]
Epoch 0: |          | 3357/? [26:10<00:00,  2.14it/s]
Epoch 0: |          | 3357/? [26:10<00:00,  2.14it/s]
Epoch 0: |          | 3358/? [26:10<00:00,  2.14it/s]
Epoch 0: |          | 3358/? [26:10<00:00,  2.14it/s]
Epoch 0: |          | 3359/? [26:10<00:00,  2.14it/s]
Epoch 0: |          | 3359/? [26:10<00:00,  2.14it/s]
Epoch 0: |          | 3360/? [26:11<00:00,  2.14it/s]
Epoch 0: |          | 3360/? [26:11<00:00,  2.14it/s]
Epoch 0: |          | 3361/? [26:11<00:00,  2.14it/s]
Epoch 0: |          | 3361/? [26:11<00:00,  2.14it/s]
Epoch 0: |          | 3362/? [26:12<00:00,  2.14it/s]
Epoch 0: |          | 3362/? [26:12<00:00,  2.14it/s]
Epoch 0: |          | 3363/? [26:12<00:00,  2.14it/s]
Epoch 0: |          | 3363/? [26:12<00:00,  2.14it/s]
Epoch 0: |          | 3364/? [26:12<00:00,  2.14it/s]
Epoch 0: |          | 3364/? [26:12<00:00,  2.14it/s]
Epoch 0: |          | 3365/? [26:13<00:00,  2.14it/s]
Epoch 0: |          | 3365/? [26:13<00:00,  2.14it/s]
Epoch 0: |          | 3366/? [26:13<00:00,  2.14it/s]
Epoch 0: |          | 3366/? [26:13<00:00,  2.14it/s]
Epoch 0: |          | 3367/? [26:13<00:00,  2.14it/s]
Epoch 0: |          | 3367/? [26:13<00:00,  2.14it/s]
Epoch 0: |          | 3368/? [26:14<00:00,  2.14it/s]
Epoch 0: |          | 3368/? [26:14<00:00,  2.14it/s]
Epoch 0: |          | 3369/? [26:14<00:00,  2.14it/s]
Epoch 0: |          | 3369/? [26:14<00:00,  2.14it/s]
Epoch 0: |          | 3370/? [26:15<00:00,  2.14it/s]
Epoch 0: |          | 3370/? [26:15<00:00,  2.14it/s]
Epoch 0: |          | 3371/? [26:15<00:00,  2.14it/s]
Epoch 0: |          | 3371/? [26:15<00:00,  2.14it/s]
Epoch 0: |          | 3372/? [26:15<00:00,  2.14it/s]
Epoch 0: |          | 3372/? [26:15<00:00,  2.14it/s]
Epoch 0: |          | 3373/? [26:16<00:00,  2.14it/s]
Epoch 0: |          | 3373/? [26:16<00:00,  2.14it/s]
Epoch 0: |          | 3374/? [26:16<00:00,  2.14it/s]
Epoch 0: |          | 3374/? [26:16<00:00,  2.14it/s]
Epoch 0: |          | 3375/? [26:17<00:00,  2.14it/s]
Epoch 0: |          | 3375/? [26:17<00:00,  2.14it/s]
Epoch 0: |          | 3376/? [26:17<00:00,  2.14it/s]
Epoch 0: |          | 3376/? [26:17<00:00,  2.14it/s]
Epoch 0: |          | 3377/? [26:17<00:00,  2.14it/s]
Epoch 0: |          | 3377/? [26:17<00:00,  2.14it/s]
Epoch 0: |          | 3378/? [26:18<00:00,  2.14it/s]
Epoch 0: |          | 3378/? [26:18<00:00,  2.14it/s]
Epoch 0: |          | 3379/? [26:18<00:00,  2.14it/s]
Epoch 0: |          | 3379/? [26:18<00:00,  2.14it/s]
Epoch 0: |          | 3380/? [26:19<00:00,  2.14it/s]
Epoch 0: |          | 3380/? [26:19<00:00,  2.14it/s]
Epoch 0: |          | 3381/? [26:19<00:00,  2.14it/s]
Epoch 0: |          | 3381/? [26:19<00:00,  2.14it/s]
Epoch 0: |          | 3382/? [26:19<00:00,  2.14it/s]
Epoch 0: |          | 3382/? [26:19<00:00,  2.14it/s]
Epoch 0: |          | 3383/? [26:20<00:00,  2.14it/s]
Epoch 0: |          | 3383/? [26:20<00:00,  2.14it/s]
Epoch 0: |          | 3384/? [26:20<00:00,  2.14it/s]
Epoch 0: |          | 3384/? [26:20<00:00,  2.14it/s]
Epoch 0: |          | 3385/? [26:20<00:00,  2.14it/s]
Epoch 0: |          | 3385/? [26:20<00:00,  2.14it/s]
Epoch 0: |          | 3386/? [26:21<00:00,  2.14it/s]
Epoch 0: |          | 3386/? [26:21<00:00,  2.14it/s]
Epoch 0: |          | 3387/? [26:21<00:00,  2.14it/s]
Epoch 0: |          | 3387/? [26:21<00:00,  2.14it/s]
Epoch 0: |          | 3388/? [26:22<00:00,  2.14it/s]
Epoch 0: |          | 3388/? [26:22<00:00,  2.14it/s]
Epoch 0: |          | 3389/? [26:22<00:00,  2.14it/s]
Epoch 0: |          | 3389/? [26:22<00:00,  2.14it/s]
Epoch 0: |          | 3390/? [26:22<00:00,  2.14it/s]
Epoch 0: |          | 3390/? [26:22<00:00,  2.14it/s]
Epoch 0: |          | 3391/? [26:23<00:00,  2.14it/s]
Epoch 0: |          | 3391/? [26:23<00:00,  2.14it/s]
Epoch 0: |          | 3392/? [26:23<00:00,  2.14it/s]
Epoch 0: |          | 3392/? [26:23<00:00,  2.14it/s]
Epoch 0: |          | 3393/? [26:24<00:00,  2.14it/s]
Epoch 0: |          | 3393/? [26:24<00:00,  2.14it/s]
Epoch 0: |          | 3394/? [26:24<00:00,  2.14it/s]
Epoch 0: |          | 3394/? [26:24<00:00,  2.14it/s]
Epoch 0: |          | 3395/? [26:24<00:00,  2.14it/s]
Epoch 0: |          | 3395/? [26:24<00:00,  2.14it/s]
Epoch 0: |          | 3396/? [26:25<00:00,  2.14it/s]
Epoch 0: |          | 3396/? [26:25<00:00,  2.14it/s]
Epoch 0: |          | 3397/? [26:25<00:00,  2.14it/s]
Epoch 0: |          | 3397/? [26:25<00:00,  2.14it/s]
Epoch 0: |          | 3398/? [26:26<00:00,  2.14it/s]
Epoch 0: |          | 3398/? [26:26<00:00,  2.14it/s]
Epoch 0: |          | 3399/? [26:26<00:00,  2.14it/s]
Epoch 0: |          | 3399/? [26:26<00:00,  2.14it/s]
Epoch 0: |          | 3400/? [26:26<00:00,  2.14it/s]
Epoch 0: |          | 3400/? [26:26<00:00,  2.14it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  5.94it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  5.91it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  6.00it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.11it/s]

Epoch 0: |          | 3400/? [26:27<00:00,  2.14it/s]
Epoch 0: |          | 3401/? [26:27<00:00,  2.14it/s]
Epoch 0: |          | 3401/? [26:27<00:00,  2.14it/s]
Epoch 0: |          | 3402/? [26:28<00:00,  2.14it/s]
Epoch 0: |          | 3402/? [26:28<00:00,  2.14it/s]
Epoch 0: |          | 3403/? [26:28<00:00,  2.14it/s]
Epoch 0: |          | 3403/? [26:28<00:00,  2.14it/s]
Epoch 0: |          | 3404/? [26:29<00:00,  2.14it/s]
Epoch 0: |          | 3404/? [26:29<00:00,  2.14it/s]
Epoch 0: |          | 3405/? [26:29<00:00,  2.14it/s]
Epoch 0: |          | 3405/? [26:29<00:00,  2.14it/s]
Epoch 0: |          | 3406/? [26:29<00:00,  2.14it/s]
Epoch 0: |          | 3406/? [26:29<00:00,  2.14it/s]
Epoch 0: |          | 3407/? [26:30<00:00,  2.14it/s]
Epoch 0: |          | 3407/? [26:30<00:00,  2.14it/s]
Epoch 0: |          | 3408/? [26:30<00:00,  2.14it/s]
Epoch 0: |          | 3408/? [26:30<00:00,  2.14it/s]
Epoch 0: |          | 3409/? [26:31<00:00,  2.14it/s]
Epoch 0: |          | 3409/? [26:31<00:00,  2.14it/s]
Epoch 0: |          | 3410/? [26:31<00:00,  2.14it/s]
Epoch 0: |          | 3410/? [26:31<00:00,  2.14it/s]
Epoch 0: |          | 3411/? [26:31<00:00,  2.14it/s]
Epoch 0: |          | 3411/? [26:31<00:00,  2.14it/s]
Epoch 0: |          | 3412/? [26:32<00:00,  2.14it/s]
Epoch 0: |          | 3412/? [26:32<00:00,  2.14it/s]
Epoch 0: |          | 3413/? [26:32<00:00,  2.14it/s]
Epoch 0: |          | 3413/? [26:32<00:00,  2.14it/s]
Epoch 0: |          | 3414/? [26:32<00:00,  2.14it/s]
Epoch 0: |          | 3414/? [26:32<00:00,  2.14it/s]
Epoch 0: |          | 3415/? [26:33<00:00,  2.14it/s]
Epoch 0: |          | 3415/? [26:33<00:00,  2.14it/s]
Epoch 0: |          | 3416/? [26:33<00:00,  2.14it/s]
Epoch 0: |          | 3416/? [26:33<00:00,  2.14it/s]
Epoch 0: |          | 3417/? [26:34<00:00,  2.14it/s]
Epoch 0: |          | 3417/? [26:34<00:00,  2.14it/s]
Epoch 0: |          | 3418/? [26:34<00:00,  2.14it/s]
Epoch 0: |          | 3418/? [26:34<00:00,  2.14it/s]
Epoch 0: |          | 3419/? [26:34<00:00,  2.14it/s]
Epoch 0: |          | 3419/? [26:34<00:00,  2.14it/s]
Epoch 0: |          | 3420/? [26:35<00:00,  2.14it/s]
Epoch 0: |          | 3420/? [26:35<00:00,  2.14it/s]
Epoch 0: |          | 3421/? [26:35<00:00,  2.14it/s]
Epoch 0: |          | 3421/? [26:35<00:00,  2.14it/s]
Epoch 0: |          | 3422/? [26:36<00:00,  2.14it/s]
Epoch 0: |          | 3422/? [26:36<00:00,  2.14it/s]
Epoch 0: |          | 3423/? [26:36<00:00,  2.14it/s]
Epoch 0: |          | 3423/? [26:36<00:00,  2.14it/s]
Epoch 0: |          | 3424/? [26:36<00:00,  2.14it/s]
Epoch 0: |          | 3424/? [26:36<00:00,  2.14it/s]
Epoch 0: |          | 3425/? [26:37<00:00,  2.14it/s]
Epoch 0: |          | 3425/? [26:37<00:00,  2.14it/s]
Epoch 0: |          | 3426/? [26:37<00:00,  2.14it/s]
Epoch 0: |          | 3426/? [26:37<00:00,  2.14it/s]
Epoch 0: |          | 3427/? [26:38<00:00,  2.14it/s]
Epoch 0: |          | 3427/? [26:38<00:00,  2.14it/s]
Epoch 0: |          | 3428/? [26:38<00:00,  2.14it/s]
Epoch 0: |          | 3428/? [26:38<00:00,  2.14it/s]
Epoch 0: |          | 3429/? [26:38<00:00,  2.14it/s]
Epoch 0: |          | 3429/? [26:38<00:00,  2.14it/s]
Epoch 0: |          | 3430/? [26:39<00:00,  2.14it/s]
Epoch 0: |          | 3430/? [26:39<00:00,  2.14it/s]
Epoch 0: |          | 3431/? [26:39<00:00,  2.14it/s]
Epoch 0: |          | 3431/? [26:39<00:00,  2.14it/s]
Epoch 0: |          | 3432/? [26:40<00:00,  2.14it/s]
Epoch 0: |          | 3432/? [26:40<00:00,  2.14it/s]
Epoch 0: |          | 3433/? [26:40<00:00,  2.15it/s]
Epoch 0: |          | 3433/? [26:40<00:00,  2.15it/s]
Epoch 0: |          | 3434/? [26:40<00:00,  2.15it/s]
Epoch 0: |          | 3434/? [26:40<00:00,  2.15it/s]
Epoch 0: |          | 3435/? [26:41<00:00,  2.15it/s]
Epoch 0: |          | 3435/? [26:41<00:00,  2.15it/s]
Epoch 0: |          | 3436/? [26:41<00:00,  2.15it/s]
Epoch 0: |          | 3436/? [26:41<00:00,  2.15it/s]
Epoch 0: |          | 3437/? [26:41<00:00,  2.15it/s]
Epoch 0: |          | 3437/? [26:41<00:00,  2.15it/s]
Epoch 0: |          | 3438/? [26:42<00:00,  2.15it/s]
Epoch 0: |          | 3438/? [26:42<00:00,  2.15it/s]
Epoch 0: |          | 3439/? [26:42<00:00,  2.15it/s]
Epoch 0: |          | 3439/? [26:42<00:00,  2.15it/s]
Epoch 0: |          | 3440/? [26:43<00:00,  2.15it/s]
Epoch 0: |          | 3440/? [26:43<00:00,  2.15it/s]
Epoch 0: |          | 3441/? [26:43<00:00,  2.15it/s]
Epoch 0: |          | 3441/? [26:43<00:00,  2.15it/s]
Epoch 0: |          | 3442/? [26:43<00:00,  2.15it/s]
Epoch 0: |          | 3442/? [26:43<00:00,  2.15it/s]
Epoch 0: |          | 3443/? [26:44<00:00,  2.15it/s]
Epoch 0: |          | 3443/? [26:44<00:00,  2.15it/s]
Epoch 0: |          | 3444/? [26:44<00:00,  2.15it/s]
Epoch 0: |          | 3444/? [26:44<00:00,  2.15it/s]
Epoch 0: |          | 3445/? [26:45<00:00,  2.15it/s]
Epoch 0: |          | 3445/? [26:45<00:00,  2.15it/s]
Epoch 0: |          | 3446/? [26:45<00:00,  2.15it/s]
Epoch 0: |          | 3446/? [26:45<00:00,  2.15it/s]
Epoch 0: |          | 3447/? [26:45<00:00,  2.15it/s]
Epoch 0: |          | 3447/? [26:45<00:00,  2.15it/s]
Epoch 0: |          | 3448/? [26:46<00:00,  2.15it/s]
Epoch 0: |          | 3448/? [26:46<00:00,  2.15it/s]
Epoch 0: |          | 3449/? [26:46<00:00,  2.15it/s]
Epoch 0: |          | 3449/? [26:46<00:00,  2.15it/s]
Epoch 0: |          | 3450/? [26:47<00:00,  2.15it/s]
Epoch 0: |          | 3450/? [26:47<00:00,  2.15it/s]
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Epoch 0: |          | 3491/? [27:02<00:00,  2.15it/s]
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Epoch 0: |          | 3492/? [27:03<00:00,  2.15it/s]
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Epoch 0: |          | 3494/? [27:04<00:00,  2.15it/s]
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Epoch 0: |          | 3495/? [27:04<00:00,  2.15it/s]
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Epoch 0: |          | 3496/? [27:04<00:00,  2.15it/s]
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Epoch 0: |          | 3497/? [27:05<00:00,  2.15it/s]
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Epoch 0: |          | 3498/? [27:05<00:00,  2.15it/s]
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Epoch 0: |          | 3499/? [27:06<00:00,  2.15it/s]
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Epoch 0: |          | 3500/? [27:06<00:00,  2.15it/s]
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Epoch 0: |          | 3501/? [27:06<00:00,  2.15it/s]
Epoch 0: |          | 3501/? [27:06<00:00,  2.15it/s]
Epoch 0: |          | 3502/? [27:07<00:00,  2.15it/s]
Epoch 0: |          | 3502/? [27:07<00:00,  2.15it/s]
Epoch 0: |          | 3503/? [27:07<00:00,  2.15it/s]
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Epoch 0: |          | 3504/? [27:08<00:00,  2.15it/s]
Epoch 0: |          | 3504/? [27:08<00:00,  2.15it/s]
Epoch 0: |          | 3505/? [27:08<00:00,  2.15it/s]
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Epoch 0: |          | 3506/? [27:08<00:00,  2.15it/s]
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Epoch 0: |          | 3507/? [27:09<00:00,  2.15it/s]
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Epoch 0: |          | 3508/? [27:09<00:00,  2.15it/s]
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Epoch 0: |          | 3509/? [27:09<00:00,  2.15it/s]
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Epoch 0: |          | 3510/? [27:10<00:00,  2.15it/s]
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Epoch 0: |          | 3511/? [27:10<00:00,  2.15it/s]
Epoch 0: |          | 3511/? [27:10<00:00,  2.15it/s]
Epoch 0: |          | 3512/? [27:11<00:00,  2.15it/s]
Epoch 0: |          | 3512/? [27:11<00:00,  2.15it/s]
Epoch 0: |          | 3513/? [27:11<00:00,  2.15it/s]
Epoch 0: |          | 3513/? [27:11<00:00,  2.15it/s]
Epoch 0: |          | 3514/? [27:11<00:00,  2.15it/s]
Epoch 0: |          | 3514/? [27:11<00:00,  2.15it/s]
Epoch 0: |          | 3515/? [27:12<00:00,  2.15it/s]
Epoch 0: |          | 3515/? [27:12<00:00,  2.15it/s]
Epoch 0: |          | 3516/? [27:12<00:00,  2.15it/s]
Epoch 0: |          | 3516/? [27:12<00:00,  2.15it/s]
Epoch 0: |          | 3517/? [27:13<00:00,  2.15it/s]
Epoch 0: |          | 3517/? [27:13<00:00,  2.15it/s]
Epoch 0: |          | 3518/? [27:13<00:00,  2.15it/s]
Epoch 0: |          | 3518/? [27:13<00:00,  2.15it/s]
Epoch 0: |          | 3519/? [27:13<00:00,  2.15it/s]
Epoch 0: |          | 3519/? [27:13<00:00,  2.15it/s]
Epoch 0: |          | 3520/? [27:14<00:00,  2.15it/s]
Epoch 0: |          | 3520/? [27:14<00:00,  2.15it/s]
Epoch 0: |          | 3521/? [27:14<00:00,  2.15it/s]
Epoch 0: |          | 3521/? [27:14<00:00,  2.15it/s]
Epoch 0: |          | 3522/? [27:14<00:00,  2.15it/s]
Epoch 0: |          | 3522/? [27:14<00:00,  2.15it/s]
Epoch 0: |          | 3523/? [27:15<00:00,  2.15it/s]
Epoch 0: |          | 3523/? [27:15<00:00,  2.15it/s]
Epoch 0: |          | 3524/? [27:15<00:00,  2.15it/s]
Epoch 0: |          | 3524/? [27:15<00:00,  2.15it/s]
Epoch 0: |          | 3525/? [27:16<00:00,  2.15it/s]
Epoch 0: |          | 3525/? [27:16<00:00,  2.15it/s]
Epoch 0: |          | 3526/? [27:16<00:00,  2.15it/s]
Epoch 0: |          | 3526/? [27:16<00:00,  2.15it/s]
Epoch 0: |          | 3527/? [27:16<00:00,  2.15it/s]
Epoch 0: |          | 3527/? [27:16<00:00,  2.15it/s]
Epoch 0: |          | 3528/? [27:17<00:00,  2.15it/s]
Epoch 0: |          | 3528/? [27:17<00:00,  2.15it/s]
Epoch 0: |          | 3529/? [27:17<00:00,  2.15it/s]
Epoch 0: |          | 3529/? [27:17<00:00,  2.15it/s]
Epoch 0: |          | 3530/? [27:18<00:00,  2.15it/s]
Epoch 0: |          | 3530/? [27:18<00:00,  2.15it/s]
Epoch 0: |          | 3531/? [27:18<00:00,  2.16it/s]
Epoch 0: |          | 3531/? [27:18<00:00,  2.16it/s]
Epoch 0: |          | 3532/? [27:18<00:00,  2.16it/s]
Epoch 0: |          | 3532/? [27:18<00:00,  2.16it/s]
Epoch 0: |          | 3533/? [27:19<00:00,  2.16it/s]
Epoch 0: |          | 3533/? [27:19<00:00,  2.16it/s]
Epoch 0: |          | 3534/? [27:19<00:00,  2.16it/s]
Epoch 0: |          | 3534/? [27:19<00:00,  2.16it/s]
Epoch 0: |          | 3535/? [27:20<00:00,  2.16it/s]
Epoch 0: |          | 3535/? [27:20<00:00,  2.16it/s]
Epoch 0: |          | 3536/? [27:20<00:00,  2.16it/s]
Epoch 0: |          | 3536/? [27:20<00:00,  2.16it/s]
Epoch 0: |          | 3537/? [27:20<00:00,  2.16it/s]
Epoch 0: |          | 3537/? [27:20<00:00,  2.16it/s]
Epoch 0: |          | 3538/? [27:21<00:00,  2.16it/s]
Epoch 0: |          | 3538/? [27:21<00:00,  2.16it/s]
Epoch 0: |          | 3539/? [27:21<00:00,  2.16it/s]
Epoch 0: |          | 3539/? [27:21<00:00,  2.16it/s]
Epoch 0: |          | 3540/? [27:21<00:00,  2.16it/s]
Epoch 0: |          | 3540/? [27:21<00:00,  2.16it/s]
Epoch 0: |          | 3541/? [27:22<00:00,  2.16it/s]
Epoch 0: |          | 3541/? [27:22<00:00,  2.16it/s]
Epoch 0: |          | 3542/? [27:22<00:00,  2.16it/s]
Epoch 0: |          | 3542/? [27:22<00:00,  2.16it/s]
Epoch 0: |          | 3543/? [27:23<00:00,  2.16it/s]
Epoch 0: |          | 3543/? [27:23<00:00,  2.16it/s]
Epoch 0: |          | 3544/? [27:23<00:00,  2.16it/s]
Epoch 0: |          | 3544/? [27:23<00:00,  2.16it/s]
Epoch 0: |          | 3545/? [27:23<00:00,  2.16it/s]
Epoch 0: |          | 3545/? [27:23<00:00,  2.16it/s]
Epoch 0: |          | 3546/? [27:24<00:00,  2.16it/s]
Epoch 0: |          | 3546/? [27:24<00:00,  2.16it/s]
Epoch 0: |          | 3547/? [27:24<00:00,  2.16it/s]
Epoch 0: |          | 3547/? [27:24<00:00,  2.16it/s]
Epoch 0: |          | 3548/? [27:25<00:00,  2.16it/s]
Epoch 0: |          | 3548/? [27:25<00:00,  2.16it/s]
Epoch 0: |          | 3549/? [27:25<00:00,  2.16it/s]
Epoch 0: |          | 3549/? [27:25<00:00,  2.16it/s]
Epoch 0: |          | 3550/? [27:25<00:00,  2.16it/s]
Epoch 0: |          | 3550/? [27:25<00:00,  2.16it/s]
Epoch 0: |          | 3551/? [27:26<00:00,  2.16it/s]
Epoch 0: |          | 3551/? [27:26<00:00,  2.16it/s]
Epoch 0: |          | 3552/? [27:26<00:00,  2.16it/s]
Epoch 0: |          | 3552/? [27:26<00:00,  2.16it/s]
Epoch 0: |          | 3553/? [27:27<00:00,  2.16it/s]
Epoch 0: |          | 3553/? [27:27<00:00,  2.16it/s]
Epoch 0: |          | 3554/? [27:27<00:00,  2.16it/s]
Epoch 0: |          | 3554/? [27:27<00:00,  2.16it/s]
Epoch 0: |          | 3555/? [27:27<00:00,  2.16it/s]
Epoch 0: |          | 3555/? [27:27<00:00,  2.16it/s]
Epoch 0: |          | 3556/? [27:28<00:00,  2.16it/s]
Epoch 0: |          | 3556/? [27:28<00:00,  2.16it/s]
Epoch 0: |          | 3557/? [27:28<00:00,  2.16it/s]
Epoch 0: |          | 3557/? [27:28<00:00,  2.16it/s]
Epoch 0: |          | 3558/? [27:29<00:00,  2.16it/s]
Epoch 0: |          | 3558/? [27:29<00:00,  2.16it/s]
Epoch 0: |          | 3559/? [27:29<00:00,  2.16it/s]
Epoch 0: |          | 3559/? [27:29<00:00,  2.16it/s]
Epoch 0: |          | 3560/? [27:29<00:00,  2.16it/s]
Epoch 0: |          | 3560/? [27:29<00:00,  2.16it/s]
Epoch 0: |          | 3561/? [27:30<00:00,  2.16it/s]
Epoch 0: |          | 3561/? [27:30<00:00,  2.16it/s]
Epoch 0: |          | 3562/? [27:30<00:00,  2.16it/s]
Epoch 0: |          | 3562/? [27:30<00:00,  2.16it/s]
Epoch 0: |          | 3563/? [27:31<00:00,  2.16it/s]
Epoch 0: |          | 3563/? [27:31<00:00,  2.16it/s]
Epoch 0: |          | 3564/? [27:31<00:00,  2.16it/s]
Epoch 0: |          | 3564/? [27:31<00:00,  2.16it/s]
Epoch 0: |          | 3565/? [27:31<00:00,  2.16it/s]
Epoch 0: |          | 3565/? [27:31<00:00,  2.16it/s]
Epoch 0: |          | 3566/? [27:32<00:00,  2.16it/s]
Epoch 0: |          | 3566/? [27:32<00:00,  2.16it/s]
Epoch 0: |          | 3567/? [27:32<00:00,  2.16it/s]
Epoch 0: |          | 3567/? [27:32<00:00,  2.16it/s]
Epoch 0: |          | 3568/? [27:33<00:00,  2.16it/s]
Epoch 0: |          | 3568/? [27:33<00:00,  2.16it/s]
Epoch 0: |          | 3569/? [27:33<00:00,  2.16it/s]
Epoch 0: |          | 3569/? [27:33<00:00,  2.16it/s]
Epoch 0: |          | 3570/? [27:33<00:00,  2.16it/s]
Epoch 0: |          | 3570/? [27:33<00:00,  2.16it/s]
Epoch 0: |          | 3571/? [27:34<00:00,  2.16it/s]
Epoch 0: |          | 3571/? [27:34<00:00,  2.16it/s]
Epoch 0: |          | 3572/? [27:34<00:00,  2.16it/s]
Epoch 0: |          | 3572/? [27:34<00:00,  2.16it/s]
Epoch 0: |          | 3573/? [27:35<00:00,  2.16it/s]
Epoch 0: |          | 3573/? [27:35<00:00,  2.16it/s]
Epoch 0: |          | 3574/? [27:35<00:00,  2.16it/s]
Epoch 0: |          | 3574/? [27:35<00:00,  2.16it/s]
Epoch 0: |          | 3575/? [27:36<00:00,  2.16it/s]
Epoch 0: |          | 3575/? [27:36<00:00,  2.16it/s]
Epoch 0: |          | 3576/? [27:36<00:00,  2.16it/s]
Epoch 0: |          | 3576/? [27:36<00:00,  2.16it/s]
Epoch 0: |          | 3577/? [27:36<00:00,  2.16it/s]
Epoch 0: |          | 3577/? [27:36<00:00,  2.16it/s]
Epoch 0: |          | 3578/? [27:37<00:00,  2.16it/s]
Epoch 0: |          | 3578/? [27:37<00:00,  2.16it/s]
Epoch 0: |          | 3579/? [27:37<00:00,  2.16it/s]
Epoch 0: |          | 3579/? [27:37<00:00,  2.16it/s]
Epoch 0: |          | 3580/? [27:38<00:00,  2.16it/s]
Epoch 0: |          | 3580/? [27:38<00:00,  2.16it/s]
Epoch 0: |          | 3581/? [27:38<00:00,  2.16it/s]
Epoch 0: |          | 3581/? [27:38<00:00,  2.16it/s]
Epoch 0: |          | 3582/? [27:38<00:00,  2.16it/s]
Epoch 0: |          | 3582/? [27:38<00:00,  2.16it/s]
Epoch 0: |          | 3583/? [27:39<00:00,  2.16it/s]
Epoch 0: |          | 3583/? [27:39<00:00,  2.16it/s]
Epoch 0: |          | 3584/? [27:39<00:00,  2.16it/s]
Epoch 0: |          | 3584/? [27:39<00:00,  2.16it/s]
Epoch 0: |          | 3585/? [27:40<00:00,  2.16it/s]
Epoch 0: |          | 3585/? [27:40<00:00,  2.16it/s]
Epoch 0: |          | 3586/? [27:40<00:00,  2.16it/s]
Epoch 0: |          | 3586/? [27:40<00:00,  2.16it/s]
Epoch 0: |          | 3587/? [27:40<00:00,  2.16it/s]
Epoch 0: |          | 3587/? [27:40<00:00,  2.16it/s]
Epoch 0: |          | 3588/? [27:41<00:00,  2.16it/s]
Epoch 0: |          | 3588/? [27:41<00:00,  2.16it/s]
Epoch 0: |          | 3589/? [27:41<00:00,  2.16it/s]
Epoch 0: |          | 3589/? [27:41<00:00,  2.16it/s]
Epoch 0: |          | 3590/? [27:42<00:00,  2.16it/s]
Epoch 0: |          | 3590/? [27:42<00:00,  2.16it/s]
Epoch 0: |          | 3591/? [27:42<00:00,  2.16it/s]
Epoch 0: |          | 3591/? [27:42<00:00,  2.16it/s]
Epoch 0: |          | 3592/? [27:42<00:00,  2.16it/s]
Epoch 0: |          | 3592/? [27:42<00:00,  2.16it/s]
Epoch 0: |          | 3593/? [27:43<00:00,  2.16it/s]
Epoch 0: |          | 3593/? [27:43<00:00,  2.16it/s]
Epoch 0: |          | 3594/? [27:43<00:00,  2.16it/s]
Epoch 0: |          | 3594/? [27:43<00:00,  2.16it/s]
Epoch 0: |          | 3595/? [27:44<00:00,  2.16it/s]
Epoch 0: |          | 3595/? [27:44<00:00,  2.16it/s]
Epoch 0: |          | 3596/? [27:44<00:00,  2.16it/s]
Epoch 0: |          | 3596/? [27:44<00:00,  2.16it/s]
Epoch 0: |          | 3597/? [27:44<00:00,  2.16it/s]
Epoch 0: |          | 3597/? [27:44<00:00,  2.16it/s]
Epoch 0: |          | 3598/? [27:45<00:00,  2.16it/s]
Epoch 0: |          | 3598/? [27:45<00:00,  2.16it/s]
Epoch 0: |          | 3599/? [27:45<00:00,  2.16it/s]
Epoch 0: |          | 3599/? [27:45<00:00,  2.16it/s]
Epoch 0: |          | 3600/? [27:46<00:00,  2.16it/s]
Epoch 0: |          | 3600/? [27:46<00:00,  2.16it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  6.18it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  6.14it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  6.20it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.33it/s]

Epoch 0: |          | 3600/? [27:46<00:00,  2.16it/s]
Epoch 0: |          | 3601/? [27:47<00:00,  2.16it/s]
Epoch 0: |          | 3601/? [27:47<00:00,  2.16it/s]
Epoch 0: |          | 3602/? [27:47<00:00,  2.16it/s]
Epoch 0: |          | 3602/? [27:47<00:00,  2.16it/s]
Epoch 0: |          | 3603/? [27:47<00:00,  2.16it/s]
Epoch 0: |          | 3603/? [27:47<00:00,  2.16it/s]
Epoch 0: |          | 3604/? [27:48<00:00,  2.16it/s]
Epoch 0: |          | 3604/? [27:48<00:00,  2.16it/s]
Epoch 0: |          | 3605/? [27:48<00:00,  2.16it/s]
Epoch 0: |          | 3605/? [27:48<00:00,  2.16it/s]
Epoch 0: |          | 3606/? [27:49<00:00,  2.16it/s]
Epoch 0: |          | 3606/? [27:49<00:00,  2.16it/s]
Epoch 0: |          | 3607/? [27:49<00:00,  2.16it/s]
Epoch 0: |          | 3607/? [27:49<00:00,  2.16it/s]
Epoch 0: |          | 3608/? [27:49<00:00,  2.16it/s]
Epoch 0: |          | 3608/? [27:49<00:00,  2.16it/s]
Epoch 0: |          | 3609/? [27:50<00:00,  2.16it/s]
Epoch 0: |          | 3609/? [27:50<00:00,  2.16it/s]
Epoch 0: |          | 3610/? [27:50<00:00,  2.16it/s]
Epoch 0: |          | 3610/? [27:50<00:00,  2.16it/s]
Epoch 0: |          | 3611/? [27:51<00:00,  2.16it/s]
Epoch 0: |          | 3611/? [27:51<00:00,  2.16it/s]
Epoch 0: |          | 3612/? [27:51<00:00,  2.16it/s]
Epoch 0: |          | 3612/? [27:51<00:00,  2.16it/s]
Epoch 0: |          | 3613/? [27:51<00:00,  2.16it/s]
Epoch 0: |          | 3613/? [27:51<00:00,  2.16it/s]
Epoch 0: |          | 3614/? [27:52<00:00,  2.16it/s]
Epoch 0: |          | 3614/? [27:52<00:00,  2.16it/s]
Epoch 0: |          | 3615/? [27:52<00:00,  2.16it/s]
Epoch 0: |          | 3615/? [27:52<00:00,  2.16it/s]
Epoch 0: |          | 3616/? [27:52<00:00,  2.16it/s]
Epoch 0: |          | 3616/? [27:52<00:00,  2.16it/s]
Epoch 0: |          | 3617/? [27:53<00:00,  2.16it/s]
Epoch 0: |          | 3617/? [27:53<00:00,  2.16it/s]
Epoch 0: |          | 3618/? [27:53<00:00,  2.16it/s]
Epoch 0: |          | 3618/? [27:53<00:00,  2.16it/s]
Epoch 0: |          | 3619/? [27:54<00:00,  2.16it/s]
Epoch 0: |          | 3619/? [27:54<00:00,  2.16it/s]
Epoch 0: |          | 3620/? [27:54<00:00,  2.16it/s]
Epoch 0: |          | 3620/? [27:54<00:00,  2.16it/s]
Epoch 0: |          | 3621/? [27:54<00:00,  2.16it/s]
Epoch 0: |          | 3621/? [27:54<00:00,  2.16it/s]
Epoch 0: |          | 3622/? [27:55<00:00,  2.16it/s]
Epoch 0: |          | 3622/? [27:55<00:00,  2.16it/s]
Epoch 0: |          | 3623/? [27:55<00:00,  2.16it/s]
Epoch 0: |          | 3623/? [27:55<00:00,  2.16it/s]
Epoch 0: |          | 3624/? [27:56<00:00,  2.16it/s]
Epoch 0: |          | 3624/? [27:56<00:00,  2.16it/s]
Epoch 0: |          | 3625/? [27:56<00:00,  2.16it/s]
Epoch 0: |          | 3625/? [27:56<00:00,  2.16it/s]
Epoch 0: |          | 3626/? [27:56<00:00,  2.16it/s]
Epoch 0: |          | 3626/? [27:56<00:00,  2.16it/s]
Epoch 0: |          | 3627/? [27:57<00:00,  2.16it/s]
Epoch 0: |          | 3627/? [27:57<00:00,  2.16it/s]
Epoch 0: |          | 3628/? [27:57<00:00,  2.16it/s]
Epoch 0: |          | 3628/? [27:57<00:00,  2.16it/s]
Epoch 0: |          | 3629/? [27:58<00:00,  2.16it/s]
Epoch 0: |          | 3629/? [27:58<00:00,  2.16it/s]
Epoch 0: |          | 3630/? [27:58<00:00,  2.16it/s]
Epoch 0: |          | 3630/? [27:58<00:00,  2.16it/s]
Epoch 0: |          | 3631/? [27:58<00:00,  2.16it/s]
Epoch 0: |          | 3631/? [27:58<00:00,  2.16it/s]
Epoch 0: |          | 3632/? [27:59<00:00,  2.16it/s]
Epoch 0: |          | 3632/? [27:59<00:00,  2.16it/s]
Epoch 0: |          | 3633/? [27:59<00:00,  2.16it/s]
Epoch 0: |          | 3633/? [27:59<00:00,  2.16it/s]
Epoch 0: |          | 3634/? [28:00<00:00,  2.16it/s]
Epoch 0: |          | 3634/? [28:00<00:00,  2.16it/s]
Epoch 0: |          | 3635/? [28:00<00:00,  2.16it/s]
Epoch 0: |          | 3635/? [28:00<00:00,  2.16it/s]
Epoch 0: |          | 3636/? [28:00<00:00,  2.16it/s]
Epoch 0: |          | 3636/? [28:00<00:00,  2.16it/s]
Epoch 0: |          | 3637/? [28:01<00:00,  2.16it/s]
Epoch 0: |          | 3637/? [28:01<00:00,  2.16it/s]
Epoch 0: |          | 3638/? [28:01<00:00,  2.16it/s]
Epoch 0: |          | 3638/? [28:01<00:00,  2.16it/s]
Epoch 0: |          | 3639/? [28:01<00:00,  2.16it/s]
Epoch 0: |          | 3639/? [28:01<00:00,  2.16it/s]
Epoch 0: |          | 3640/? [28:02<00:00,  2.16it/s]
Epoch 0: |          | 3640/? [28:02<00:00,  2.16it/s]
Epoch 0: |          | 3641/? [28:02<00:00,  2.16it/s]
Epoch 0: |          | 3641/? [28:02<00:00,  2.16it/s]
Epoch 0: |          | 3642/? [28:03<00:00,  2.16it/s]
Epoch 0: |          | 3642/? [28:03<00:00,  2.16it/s]
Epoch 0: |          | 3643/? [28:03<00:00,  2.16it/s]
Epoch 0: |          | 3643/? [28:03<00:00,  2.16it/s]
Epoch 0: |          | 3644/? [28:03<00:00,  2.16it/s]
Epoch 0: |          | 3644/? [28:03<00:00,  2.16it/s]
Epoch 0: |          | 3645/? [28:04<00:00,  2.16it/s]
Epoch 0: |          | 3645/? [28:04<00:00,  2.16it/s]
Epoch 0: |          | 3646/? [28:04<00:00,  2.16it/s]
Epoch 0: |          | 3646/? [28:04<00:00,  2.16it/s]
Epoch 0: |          | 3647/? [28:05<00:00,  2.16it/s]
Epoch 0: |          | 3647/? [28:05<00:00,  2.16it/s]
Epoch 0: |          | 3648/? [28:05<00:00,  2.16it/s]
Epoch 0: |          | 3648/? [28:05<00:00,  2.16it/s]
Epoch 0: |          | 3649/? [28:06<00:00,  2.16it/s]
Epoch 0: |          | 3649/? [28:06<00:00,  2.16it/s]
Epoch 0: |          | 3650/? [28:06<00:00,  2.16it/s]
Epoch 0: |          | 3650/? [28:06<00:00,  2.16it/s]
Epoch 0: |          | 3651/? [28:06<00:00,  2.16it/s]
Epoch 0: |          | 3651/? [28:06<00:00,  2.16it/s]
Epoch 0: |          | 3652/? [28:07<00:00,  2.16it/s]
Epoch 0: |          | 3652/? [28:07<00:00,  2.16it/s]
Epoch 0: |          | 3653/? [28:07<00:00,  2.16it/s]
Epoch 0: |          | 3653/? [28:07<00:00,  2.16it/s]
Epoch 0: |          | 3654/? [28:07<00:00,  2.16it/s]
Epoch 0: |          | 3654/? [28:07<00:00,  2.16it/s]
Epoch 0: |          | 3655/? [28:08<00:00,  2.16it/s]
Epoch 0: |          | 3655/? [28:08<00:00,  2.16it/s]
Epoch 0: |          | 3656/? [28:08<00:00,  2.16it/s]
Epoch 0: |          | 3656/? [28:08<00:00,  2.16it/s]
Epoch 0: |          | 3657/? [28:09<00:00,  2.17it/s]
Epoch 0: |          | 3657/? [28:09<00:00,  2.17it/s]
Epoch 0: |          | 3658/? [28:09<00:00,  2.17it/s]
Epoch 0: |          | 3658/? [28:09<00:00,  2.17it/s]
Epoch 0: |          | 3659/? [28:09<00:00,  2.17it/s]
Epoch 0: |          | 3659/? [28:09<00:00,  2.17it/s]
Epoch 0: |          | 3660/? [28:10<00:00,  2.17it/s]
Epoch 0: |          | 3660/? [28:10<00:00,  2.17it/s]
Epoch 0: |          | 3661/? [28:10<00:00,  2.17it/s]
Epoch 0: |          | 3661/? [28:10<00:00,  2.17it/s]
Epoch 0: |          | 3662/? [28:11<00:00,  2.17it/s]
Epoch 0: |          | 3662/? [28:11<00:00,  2.17it/s]
Epoch 0: |          | 3663/? [28:11<00:00,  2.17it/s]
Epoch 0: |          | 3663/? [28:11<00:00,  2.17it/s]
Epoch 0: |          | 3664/? [28:11<00:00,  2.17it/s]
Epoch 0: |          | 3664/? [28:11<00:00,  2.17it/s]
Epoch 0: |          | 3665/? [28:12<00:00,  2.17it/s]
Epoch 0: |          | 3665/? [28:12<00:00,  2.17it/s]
Epoch 0: |          | 3666/? [28:12<00:00,  2.17it/s]
Epoch 0: |          | 3666/? [28:12<00:00,  2.17it/s]
Epoch 0: |          | 3667/? [28:13<00:00,  2.17it/s]
Epoch 0: |          | 3667/? [28:13<00:00,  2.17it/s]
Epoch 0: |          | 3668/? [28:13<00:00,  2.17it/s]
Epoch 0: |          | 3668/? [28:13<00:00,  2.17it/s]
Epoch 0: |          | 3669/? [28:13<00:00,  2.17it/s]
Epoch 0: |          | 3669/? [28:13<00:00,  2.17it/s]
Epoch 0: |          | 3670/? [28:14<00:00,  2.17it/s]
Epoch 0: |          | 3670/? [28:14<00:00,  2.17it/s]
Epoch 0: |          | 3671/? [28:14<00:00,  2.17it/s]
Epoch 0: |          | 3671/? [28:14<00:00,  2.17it/s]
Epoch 0: |          | 3672/? [28:15<00:00,  2.17it/s]
Epoch 0: |          | 3672/? [28:15<00:00,  2.17it/s]
Epoch 0: |          | 3673/? [28:15<00:00,  2.17it/s]
Epoch 0: |          | 3673/? [28:15<00:00,  2.17it/s]
Epoch 0: |          | 3674/? [28:15<00:00,  2.17it/s]
Epoch 0: |          | 3674/? [28:15<00:00,  2.17it/s]
Epoch 0: |          | 3675/? [28:16<00:00,  2.17it/s]
Epoch 0: |          | 3675/? [28:16<00:00,  2.17it/s]
Epoch 0: |          | 3676/? [28:16<00:00,  2.17it/s]
Epoch 0: |          | 3676/? [28:16<00:00,  2.17it/s]
Epoch 0: |          | 3677/? [28:17<00:00,  2.17it/s]
Epoch 0: |          | 3677/? [28:17<00:00,  2.17it/s]
Epoch 0: |          | 3678/? [28:17<00:00,  2.17it/s]
Epoch 0: |          | 3678/? [28:17<00:00,  2.17it/s]
Epoch 0: |          | 3679/? [28:17<00:00,  2.17it/s]
Epoch 0: |          | 3679/? [28:17<00:00,  2.17it/s]
Epoch 0: |          | 3680/? [28:18<00:00,  2.17it/s]
Epoch 0: |          | 3680/? [28:18<00:00,  2.17it/s]
Epoch 0: |          | 3681/? [28:18<00:00,  2.17it/s]
Epoch 0: |          | 3681/? [28:18<00:00,  2.17it/s]
Epoch 0: |          | 3682/? [28:19<00:00,  2.17it/s]
Epoch 0: |          | 3682/? [28:19<00:00,  2.17it/s]
Epoch 0: |          | 3683/? [28:19<00:00,  2.17it/s]
Epoch 0: |          | 3683/? [28:19<00:00,  2.17it/s]
Epoch 0: |          | 3684/? [28:19<00:00,  2.17it/s]
Epoch 0: |          | 3684/? [28:19<00:00,  2.17it/s]
Epoch 0: |          | 3685/? [28:20<00:00,  2.17it/s]
Epoch 0: |          | 3685/? [28:20<00:00,  2.17it/s]
Epoch 0: |          | 3686/? [28:20<00:00,  2.17it/s]
Epoch 0: |          | 3686/? [28:20<00:00,  2.17it/s]
Epoch 0: |          | 3687/? [28:20<00:00,  2.17it/s]
Epoch 0: |          | 3687/? [28:20<00:00,  2.17it/s]
Epoch 0: |          | 3688/? [28:21<00:00,  2.17it/s]
Epoch 0: |          | 3688/? [28:21<00:00,  2.17it/s]
Epoch 0: |          | 3689/? [28:21<00:00,  2.17it/s]
Epoch 0: |          | 3689/? [28:21<00:00,  2.17it/s]
Epoch 0: |          | 3690/? [28:22<00:00,  2.17it/s]
Epoch 0: |          | 3690/? [28:22<00:00,  2.17it/s]
Epoch 0: |          | 3691/? [28:22<00:00,  2.17it/s]
Epoch 0: |          | 3691/? [28:22<00:00,  2.17it/s]
Epoch 0: |          | 3692/? [28:22<00:00,  2.17it/s]
Epoch 0: |          | 3692/? [28:22<00:00,  2.17it/s]
Epoch 0: |          | 3693/? [28:23<00:00,  2.17it/s]
Epoch 0: |          | 3693/? [28:23<00:00,  2.17it/s]
Epoch 0: |          | 3694/? [28:23<00:00,  2.17it/s]
Epoch 0: |          | 3694/? [28:23<00:00,  2.17it/s]
Epoch 0: |          | 3695/? [28:24<00:00,  2.17it/s]
Epoch 0: |          | 3695/? [28:24<00:00,  2.17it/s]
Epoch 0: |          | 3696/? [28:24<00:00,  2.17it/s]
Epoch 0: |          | 3696/? [28:24<00:00,  2.17it/s]
Epoch 0: |          | 3697/? [28:24<00:00,  2.17it/s]
Epoch 0: |          | 3697/? [28:24<00:00,  2.17it/s]
Epoch 0: |          | 3698/? [28:25<00:00,  2.17it/s]
Epoch 0: |          | 3698/? [28:25<00:00,  2.17it/s]
Epoch 0: |          | 3699/? [28:25<00:00,  2.17it/s]
Epoch 0: |          | 3699/? [28:25<00:00,  2.17it/s]
Epoch 0: |          | 3700/? [28:26<00:00,  2.17it/s]
Epoch 0: |          | 3700/? [28:26<00:00,  2.17it/s]
Epoch 0: |          | 3701/? [28:26<00:00,  2.17it/s]
Epoch 0: |          | 3701/? [28:26<00:00,  2.17it/s]
Epoch 0: |          | 3702/? [28:26<00:00,  2.17it/s]
Epoch 0: |          | 3702/? [28:26<00:00,  2.17it/s]
Epoch 0: |          | 3703/? [28:27<00:00,  2.17it/s]
Epoch 0: |          | 3703/? [28:27<00:00,  2.17it/s]
Epoch 0: |          | 3704/? [28:27<00:00,  2.17it/s]
Epoch 0: |          | 3704/? [28:27<00:00,  2.17it/s]
Epoch 0: |          | 3705/? [28:28<00:00,  2.17it/s]
Epoch 0: |          | 3705/? [28:28<00:00,  2.17it/s]
Epoch 0: |          | 3706/? [28:28<00:00,  2.17it/s]
Epoch 0: |          | 3706/? [28:28<00:00,  2.17it/s]
Epoch 0: |          | 3707/? [28:28<00:00,  2.17it/s]
Epoch 0: |          | 3707/? [28:28<00:00,  2.17it/s]
Epoch 0: |          | 3708/? [28:29<00:00,  2.17it/s]
Epoch 0: |          | 3708/? [28:29<00:00,  2.17it/s]
Epoch 0: |          | 3709/? [28:29<00:00,  2.17it/s]
Epoch 0: |          | 3709/? [28:29<00:00,  2.17it/s]
Epoch 0: |          | 3710/? [28:29<00:00,  2.17it/s]
Epoch 0: |          | 3710/? [28:29<00:00,  2.17it/s]
Epoch 0: |          | 3711/? [28:30<00:00,  2.17it/s]
Epoch 0: |          | 3711/? [28:30<00:00,  2.17it/s]
Epoch 0: |          | 3712/? [28:30<00:00,  2.17it/s]
Epoch 0: |          | 3712/? [28:30<00:00,  2.17it/s]
Epoch 0: |          | 3713/? [28:31<00:00,  2.17it/s]
Epoch 0: |          | 3713/? [28:31<00:00,  2.17it/s]
Epoch 0: |          | 3714/? [28:31<00:00,  2.17it/s]
Epoch 0: |          | 3714/? [28:31<00:00,  2.17it/s]
Epoch 0: |          | 3715/? [28:31<00:00,  2.17it/s]
Epoch 0: |          | 3715/? [28:31<00:00,  2.17it/s]
Epoch 0: |          | 3716/? [28:32<00:00,  2.17it/s]
Epoch 0: |          | 3716/? [28:32<00:00,  2.17it/s]
Epoch 0: |          | 3717/? [28:32<00:00,  2.17it/s]
Epoch 0: |          | 3717/? [28:32<00:00,  2.17it/s]
Epoch 0: |          | 3718/? [28:33<00:00,  2.17it/s]
Epoch 0: |          | 3718/? [28:33<00:00,  2.17it/s]
Epoch 0: |          | 3719/? [28:33<00:00,  2.17it/s]
Epoch 0: |          | 3719/? [28:33<00:00,  2.17it/s]
Epoch 0: |          | 3720/? [28:33<00:00,  2.17it/s]
Epoch 0: |          | 3720/? [28:33<00:00,  2.17it/s]
Epoch 0: |          | 3721/? [28:34<00:00,  2.17it/s]
Epoch 0: |          | 3721/? [28:34<00:00,  2.17it/s]
Epoch 0: |          | 3722/? [28:34<00:00,  2.17it/s]
Epoch 0: |          | 3722/? [28:34<00:00,  2.17it/s]
Epoch 0: |          | 3723/? [28:35<00:00,  2.17it/s]
Epoch 0: |          | 3723/? [28:35<00:00,  2.17it/s]
Epoch 0: |          | 3724/? [28:35<00:00,  2.17it/s]
Epoch 0: |          | 3724/? [28:35<00:00,  2.17it/s]
Epoch 0: |          | 3725/? [28:35<00:00,  2.17it/s]
Epoch 0: |          | 3725/? [28:35<00:00,  2.17it/s]
Epoch 0: |          | 3726/? [28:36<00:00,  2.17it/s]
Epoch 0: |          | 3726/? [28:36<00:00,  2.17it/s]
Epoch 0: |          | 3727/? [28:36<00:00,  2.17it/s]
Epoch 0: |          | 3727/? [28:36<00:00,  2.17it/s]
Epoch 0: |          | 3728/? [28:37<00:00,  2.17it/s]
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Epoch 0: |          | 3729/? [28:37<00:00,  2.17it/s]
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Epoch 0: |          | 3730/? [28:37<00:00,  2.17it/s]
Epoch 0: |          | 3730/? [28:37<00:00,  2.17it/s]
Epoch 0: |          | 3731/? [28:38<00:00,  2.17it/s]
Epoch 0: |          | 3731/? [28:38<00:00,  2.17it/s]
Epoch 0: |          | 3732/? [28:38<00:00,  2.17it/s]
Epoch 0: |          | 3732/? [28:38<00:00,  2.17it/s]
Epoch 0: |          | 3733/? [28:38<00:00,  2.17it/s]
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Epoch 0: |          | 3734/? [28:39<00:00,  2.17it/s]
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Epoch 0: |          | 3735/? [28:39<00:00,  2.17it/s]
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Epoch 0: |          | 3736/? [28:40<00:00,  2.17it/s]
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Epoch 0: |          | 3737/? [28:40<00:00,  2.17it/s]
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Epoch 0: |          | 3738/? [28:40<00:00,  2.17it/s]
Epoch 0: |          | 3738/? [28:40<00:00,  2.17it/s]
Epoch 0: |          | 3739/? [28:41<00:00,  2.17it/s]
Epoch 0: |          | 3739/? [28:41<00:00,  2.17it/s]
Epoch 0: |          | 3740/? [28:41<00:00,  2.17it/s]
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Epoch 0: |          | 3741/? [28:42<00:00,  2.17it/s]
Epoch 0: |          | 3741/? [28:42<00:00,  2.17it/s]
Epoch 0: |          | 3742/? [28:42<00:00,  2.17it/s]
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Epoch 0: |          | 3743/? [28:42<00:00,  2.17it/s]
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Epoch 0: |          | 3744/? [28:43<00:00,  2.17it/s]
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Epoch 0: |          | 3745/? [28:43<00:00,  2.17it/s]
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Epoch 0: |          | 3746/? [28:44<00:00,  2.17it/s]
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Epoch 0: |          | 3747/? [28:44<00:00,  2.17it/s]
Epoch 0: |          | 3747/? [28:44<00:00,  2.17it/s]
Epoch 0: |          | 3748/? [28:44<00:00,  2.17it/s]
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Epoch 0: |          | 3749/? [28:45<00:00,  2.17it/s]
Epoch 0: |          | 3749/? [28:45<00:00,  2.17it/s]
Epoch 0: |          | 3750/? [28:45<00:00,  2.17it/s]
Epoch 0: |          | 3750/? [28:45<00:00,  2.17it/s]
Epoch 0: |          | 3751/? [28:45<00:00,  2.17it/s]
Epoch 0: |          | 3751/? [28:45<00:00,  2.17it/s]
Epoch 0: |          | 3752/? [28:46<00:00,  2.17it/s]
Epoch 0: |          | 3752/? [28:46<00:00,  2.17it/s]
Epoch 0: |          | 3753/? [28:46<00:00,  2.17it/s]
Epoch 0: |          | 3753/? [28:46<00:00,  2.17it/s]
Epoch 0: |          | 3754/? [28:47<00:00,  2.17it/s]
Epoch 0: |          | 3754/? [28:47<00:00,  2.17it/s]
Epoch 0: |          | 3755/? [28:47<00:00,  2.17it/s]
Epoch 0: |          | 3755/? [28:47<00:00,  2.17it/s]
Epoch 0: |          | 3756/? [28:47<00:00,  2.17it/s]
Epoch 0: |          | 3756/? [28:47<00:00,  2.17it/s]
Epoch 0: |          | 3757/? [28:48<00:00,  2.17it/s]
Epoch 0: |          | 3757/? [28:48<00:00,  2.17it/s]
Epoch 0: |          | 3758/? [28:48<00:00,  2.17it/s]
Epoch 0: |          | 3758/? [28:48<00:00,  2.17it/s]
Epoch 0: |          | 3759/? [28:49<00:00,  2.17it/s]
Epoch 0: |          | 3759/? [28:49<00:00,  2.17it/s]
Epoch 0: |          | 3760/? [28:49<00:00,  2.17it/s]
Epoch 0: |          | 3760/? [28:49<00:00,  2.17it/s]
Epoch 0: |          | 3761/? [28:49<00:00,  2.17it/s]
Epoch 0: |          | 3761/? [28:49<00:00,  2.17it/s]
Epoch 0: |          | 3762/? [28:50<00:00,  2.17it/s]
Epoch 0: |          | 3762/? [28:50<00:00,  2.17it/s]
Epoch 0: |          | 3763/? [28:50<00:00,  2.17it/s]
Epoch 0: |          | 3763/? [28:50<00:00,  2.17it/s]
Epoch 0: |          | 3764/? [28:51<00:00,  2.17it/s]
Epoch 0: |          | 3764/? [28:51<00:00,  2.17it/s]
Epoch 0: |          | 3765/? [28:51<00:00,  2.17it/s]
Epoch 0: |          | 3765/? [28:51<00:00,  2.17it/s]
Epoch 0: |          | 3766/? [28:51<00:00,  2.17it/s]
Epoch 0: |          | 3766/? [28:51<00:00,  2.17it/s]
Epoch 0: |          | 3767/? [28:52<00:00,  2.17it/s]
Epoch 0: |          | 3767/? [28:52<00:00,  2.17it/s]
Epoch 0: |          | 3768/? [28:52<00:00,  2.17it/s]
Epoch 0: |          | 3768/? [28:52<00:00,  2.17it/s]
Epoch 0: |          | 3769/? [28:52<00:00,  2.17it/s]
Epoch 0: |          | 3769/? [28:52<00:00,  2.17it/s]
Epoch 0: |          | 3770/? [28:53<00:00,  2.17it/s]
Epoch 0: |          | 3770/? [28:53<00:00,  2.17it/s]
Epoch 0: |          | 3771/? [28:53<00:00,  2.18it/s]
Epoch 0: |          | 3771/? [28:53<00:00,  2.18it/s]
Epoch 0: |          | 3772/? [28:54<00:00,  2.18it/s]
Epoch 0: |          | 3772/? [28:54<00:00,  2.18it/s]
Epoch 0: |          | 3773/? [28:54<00:00,  2.18it/s]
Epoch 0: |          | 3773/? [28:54<00:00,  2.18it/s]
Epoch 0: |          | 3774/? [28:54<00:00,  2.18it/s]
Epoch 0: |          | 3774/? [28:54<00:00,  2.18it/s]
Epoch 0: |          | 3775/? [28:55<00:00,  2.18it/s]
Epoch 0: |          | 3775/? [28:55<00:00,  2.18it/s]
Epoch 0: |          | 3776/? [28:55<00:00,  2.18it/s]
Epoch 0: |          | 3776/? [28:55<00:00,  2.18it/s]
Epoch 0: |          | 3777/? [28:56<00:00,  2.18it/s]
Epoch 0: |          | 3777/? [28:56<00:00,  2.18it/s]
Epoch 0: |          | 3778/? [28:56<00:00,  2.18it/s]
Epoch 0: |          | 3778/? [28:56<00:00,  2.18it/s]
Epoch 0: |          | 3779/? [28:56<00:00,  2.18it/s]
Epoch 0: |          | 3779/? [28:56<00:00,  2.18it/s]
Epoch 0: |          | 3780/? [28:57<00:00,  2.18it/s]
Epoch 0: |          | 3780/? [28:57<00:00,  2.18it/s]
Epoch 0: |          | 3781/? [28:57<00:00,  2.18it/s]
Epoch 0: |          | 3781/? [28:57<00:00,  2.18it/s]
Epoch 0: |          | 3782/? [28:58<00:00,  2.18it/s]
Epoch 0: |          | 3782/? [28:58<00:00,  2.18it/s]
Epoch 0: |          | 3783/? [28:58<00:00,  2.18it/s]
Epoch 0: |          | 3783/? [28:58<00:00,  2.18it/s]
Epoch 0: |          | 3784/? [28:58<00:00,  2.18it/s]
Epoch 0: |          | 3784/? [28:58<00:00,  2.18it/s]
Epoch 0: |          | 3785/? [28:59<00:00,  2.18it/s]
Epoch 0: |          | 3785/? [28:59<00:00,  2.18it/s]
Epoch 0: |          | 3786/? [28:59<00:00,  2.18it/s]
Epoch 0: |          | 3786/? [28:59<00:00,  2.18it/s]
Epoch 0: |          | 3787/? [29:00<00:00,  2.18it/s]
Epoch 0: |          | 3787/? [29:00<00:00,  2.18it/s]
Epoch 0: |          | 3788/? [29:00<00:00,  2.18it/s]
Epoch 0: |          | 3788/? [29:00<00:00,  2.18it/s]
Epoch 0: |          | 3789/? [29:00<00:00,  2.18it/s]
Epoch 0: |          | 3789/? [29:00<00:00,  2.18it/s]
Epoch 0: |          | 3790/? [29:01<00:00,  2.18it/s]
Epoch 0: |          | 3790/? [29:01<00:00,  2.18it/s]
Epoch 0: |          | 3791/? [29:01<00:00,  2.18it/s]
Epoch 0: |          | 3791/? [29:01<00:00,  2.18it/s]
Epoch 0: |          | 3792/? [29:01<00:00,  2.18it/s]
Epoch 0: |          | 3792/? [29:01<00:00,  2.18it/s]
Epoch 0: |          | 3793/? [29:02<00:00,  2.18it/s]
Epoch 0: |          | 3793/? [29:02<00:00,  2.18it/s]
Epoch 0: |          | 3794/? [29:02<00:00,  2.18it/s]
Epoch 0: |          | 3794/? [29:02<00:00,  2.18it/s]
Epoch 0: |          | 3795/? [29:03<00:00,  2.18it/s]
Epoch 0: |          | 3795/? [29:03<00:00,  2.18it/s]
Epoch 0: |          | 3796/? [29:03<00:00,  2.18it/s]
Epoch 0: |          | 3796/? [29:03<00:00,  2.18it/s]
Epoch 0: |          | 3797/? [29:03<00:00,  2.18it/s]
Epoch 0: |          | 3797/? [29:03<00:00,  2.18it/s]
Epoch 0: |          | 3798/? [29:04<00:00,  2.18it/s]
Epoch 0: |          | 3798/? [29:04<00:00,  2.18it/s]
Epoch 0: |          | 3799/? [29:04<00:00,  2.18it/s]
Epoch 0: |          | 3799/? [29:04<00:00,  2.18it/s]
Epoch 0: |          | 3800/? [29:05<00:00,  2.18it/s]
Epoch 0: |          | 3800/? [29:05<00:00,  2.18it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  5.92it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  5.57it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  5.65it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  5.62it/s]

Epoch 0: |          | 3800/? [29:05<00:00,  2.18it/s]
Epoch 0: |          | 3801/? [29:06<00:00,  2.18it/s]
Epoch 0: |          | 3801/? [29:06<00:00,  2.18it/s]
Epoch 0: |          | 3802/? [29:06<00:00,  2.18it/s]
Epoch 0: |          | 3802/? [29:06<00:00,  2.18it/s]
Epoch 0: |          | 3803/? [29:07<00:00,  2.18it/s]
Epoch 0: |          | 3803/? [29:07<00:00,  2.18it/s]
Epoch 0: |          | 3804/? [29:07<00:00,  2.18it/s]
Epoch 0: |          | 3804/? [29:07<00:00,  2.18it/s]
Epoch 0: |          | 3805/? [29:07<00:00,  2.18it/s]
Epoch 0: |          | 3805/? [29:07<00:00,  2.18it/s]
Epoch 0: |          | 3806/? [29:08<00:00,  2.18it/s]
Epoch 0: |          | 3806/? [29:08<00:00,  2.18it/s]
Epoch 0: |          | 3807/? [29:08<00:00,  2.18it/s]
Epoch 0: |          | 3807/? [29:08<00:00,  2.18it/s]
Epoch 0: |          | 3808/? [29:09<00:00,  2.18it/s]
Epoch 0: |          | 3808/? [29:09<00:00,  2.18it/s]
Epoch 0: |          | 3809/? [29:09<00:00,  2.18it/s]
Epoch 0: |          | 3809/? [29:09<00:00,  2.18it/s]
Epoch 0: |          | 3810/? [29:09<00:00,  2.18it/s]
Epoch 0: |          | 3810/? [29:09<00:00,  2.18it/s]
Epoch 0: |          | 3811/? [29:10<00:00,  2.18it/s]
Epoch 0: |          | 3811/? [29:10<00:00,  2.18it/s]
Epoch 0: |          | 3812/? [29:10<00:00,  2.18it/s]
Epoch 0: |          | 3812/? [29:10<00:00,  2.18it/s]
Epoch 0: |          | 3813/? [29:11<00:00,  2.18it/s]
Epoch 0: |          | 3813/? [29:11<00:00,  2.18it/s]
Epoch 0: |          | 3814/? [29:11<00:00,  2.18it/s]
Epoch 0: |          | 3814/? [29:11<00:00,  2.18it/s]
Epoch 0: |          | 3815/? [29:11<00:00,  2.18it/s]
Epoch 0: |          | 3815/? [29:11<00:00,  2.18it/s]
Epoch 0: |          | 3816/? [29:12<00:00,  2.18it/s]
Epoch 0: |          | 3816/? [29:12<00:00,  2.18it/s]
Epoch 0: |          | 3817/? [29:12<00:00,  2.18it/s]
Epoch 0: |          | 3817/? [29:12<00:00,  2.18it/s]
Epoch 0: |          | 3818/? [29:13<00:00,  2.18it/s]
Epoch 0: |          | 3818/? [29:13<00:00,  2.18it/s]
Epoch 0: |          | 3819/? [29:13<00:00,  2.18it/s]
Epoch 0: |          | 3819/? [29:13<00:00,  2.18it/s]
Epoch 0: |          | 3820/? [29:13<00:00,  2.18it/s]
Epoch 0: |          | 3820/? [29:13<00:00,  2.18it/s]
Epoch 0: |          | 3821/? [29:14<00:00,  2.18it/s]
Epoch 0: |          | 3821/? [29:14<00:00,  2.18it/s]
Epoch 0: |          | 3822/? [29:14<00:00,  2.18it/s]
Epoch 0: |          | 3822/? [29:14<00:00,  2.18it/s]
Epoch 0: |          | 3823/? [29:15<00:00,  2.18it/s]
Epoch 0: |          | 3823/? [29:15<00:00,  2.18it/s]
Epoch 0: |          | 3824/? [29:15<00:00,  2.18it/s]
Epoch 0: |          | 3824/? [29:15<00:00,  2.18it/s]
Epoch 0: |          | 3825/? [29:15<00:00,  2.18it/s]
Epoch 0: |          | 3825/? [29:15<00:00,  2.18it/s]
Epoch 0: |          | 3826/? [29:16<00:00,  2.18it/s]
Epoch 0: |          | 3826/? [29:16<00:00,  2.18it/s]
Epoch 0: |          | 3827/? [29:16<00:00,  2.18it/s]
Epoch 0: |          | 3827/? [29:16<00:00,  2.18it/s]
Epoch 0: |          | 3828/? [29:17<00:00,  2.18it/s]
Epoch 0: |          | 3828/? [29:17<00:00,  2.18it/s]
Epoch 0: |          | 3829/? [29:17<00:00,  2.18it/s]
Epoch 0: |          | 3829/? [29:17<00:00,  2.18it/s]
Epoch 0: |          | 3830/? [29:17<00:00,  2.18it/s]
Epoch 0: |          | 3830/? [29:17<00:00,  2.18it/s]
Epoch 0: |          | 3831/? [29:18<00:00,  2.18it/s]
Epoch 0: |          | 3831/? [29:18<00:00,  2.18it/s]
Epoch 0: |          | 3832/? [29:18<00:00,  2.18it/s]
Epoch 0: |          | 3832/? [29:18<00:00,  2.18it/s]
Epoch 0: |          | 3833/? [29:19<00:00,  2.18it/s]
Epoch 0: |          | 3833/? [29:19<00:00,  2.18it/s]
Epoch 0: |          | 3834/? [29:19<00:00,  2.18it/s]
Epoch 0: |          | 3834/? [29:19<00:00,  2.18it/s]
Epoch 0: |          | 3835/? [29:19<00:00,  2.18it/s]
Epoch 0: |          | 3835/? [29:19<00:00,  2.18it/s]
Epoch 0: |          | 3836/? [29:20<00:00,  2.18it/s]
Epoch 0: |          | 3836/? [29:20<00:00,  2.18it/s]
Epoch 0: |          | 3837/? [29:20<00:00,  2.18it/s]
Epoch 0: |          | 3837/? [29:20<00:00,  2.18it/s]
Epoch 0: |          | 3838/? [29:21<00:00,  2.18it/s]
Epoch 0: |          | 3838/? [29:21<00:00,  2.18it/s]
Epoch 0: |          | 3839/? [29:21<00:00,  2.18it/s]
Epoch 0: |          | 3839/? [29:21<00:00,  2.18it/s]
Epoch 0: |          | 3840/? [29:21<00:00,  2.18it/s]
Epoch 0: |          | 3840/? [29:21<00:00,  2.18it/s]
Epoch 0: |          | 3841/? [29:22<00:00,  2.18it/s]
Epoch 0: |          | 3841/? [29:22<00:00,  2.18it/s]
Epoch 0: |          | 3842/? [29:22<00:00,  2.18it/s]
Epoch 0: |          | 3842/? [29:22<00:00,  2.18it/s]
Epoch 0: |          | 3843/? [29:23<00:00,  2.18it/s]
Epoch 0: |          | 3843/? [29:23<00:00,  2.18it/s]
Epoch 0: |          | 3844/? [29:23<00:00,  2.18it/s]
Epoch 0: |          | 3844/? [29:23<00:00,  2.18it/s]
Epoch 0: |          | 3845/? [29:23<00:00,  2.18it/s]
Epoch 0: |          | 3845/? [29:23<00:00,  2.18it/s]
Epoch 0: |          | 3846/? [29:24<00:00,  2.18it/s]
Epoch 0: |          | 3846/? [29:24<00:00,  2.18it/s]
Epoch 0: |          | 3847/? [29:24<00:00,  2.18it/s]
Epoch 0: |          | 3847/? [29:24<00:00,  2.18it/s]
Epoch 0: |          | 3848/? [29:25<00:00,  2.18it/s]
Epoch 0: |          | 3848/? [29:25<00:00,  2.18it/s]
Epoch 0: |          | 3849/? [29:25<00:00,  2.18it/s]
Epoch 0: |          | 3849/? [29:25<00:00,  2.18it/s]
Epoch 0: |          | 3850/? [29:25<00:00,  2.18it/s]
Epoch 0: |          | 3850/? [29:25<00:00,  2.18it/s]
Epoch 0: |          | 3851/? [29:26<00:00,  2.18it/s]
Epoch 0: |          | 3851/? [29:26<00:00,  2.18it/s]
Epoch 0: |          | 3852/? [29:26<00:00,  2.18it/s]
Epoch 0: |          | 3852/? [29:26<00:00,  2.18it/s]
Epoch 0: |          | 3853/? [29:27<00:00,  2.18it/s]
Epoch 0: |          | 3853/? [29:27<00:00,  2.18it/s]
Epoch 0: |          | 3854/? [29:27<00:00,  2.18it/s]
Epoch 0: |          | 3854/? [29:27<00:00,  2.18it/s]
Epoch 0: |          | 3855/? [29:27<00:00,  2.18it/s]
Epoch 0: |          | 3855/? [29:27<00:00,  2.18it/s]
Epoch 0: |          | 3856/? [29:28<00:00,  2.18it/s]
Epoch 0: |          | 3856/? [29:28<00:00,  2.18it/s]
Epoch 0: |          | 3857/? [29:28<00:00,  2.18it/s]
Epoch 0: |          | 3857/? [29:28<00:00,  2.18it/s]
Epoch 0: |          | 3858/? [29:28<00:00,  2.18it/s]
Epoch 0: |          | 3858/? [29:28<00:00,  2.18it/s]
Epoch 0: |          | 3859/? [29:29<00:00,  2.18it/s]
Epoch 0: |          | 3859/? [29:29<00:00,  2.18it/s]
Epoch 0: |          | 3860/? [29:29<00:00,  2.18it/s]
Epoch 0: |          | 3860/? [29:29<00:00,  2.18it/s]
Epoch 0: |          | 3861/? [29:30<00:00,  2.18it/s]
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Epoch 0: |          | 3911/? [29:49<00:00,  2.19it/s]
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Epoch 0: |          | 3932/? [29:57<00:00,  2.19it/s]
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Epoch 0: |          | 3954/? [30:06<00:00,  2.19it/s]
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Epoch 0: |          | 3960/? [30:08<00:00,  2.19it/s]
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Epoch 0: |          | 3963/? [30:09<00:00,  2.19it/s]
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Epoch 0: |          | 3964/? [30:10<00:00,  2.19it/s]
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Epoch 0: |          | 3966/? [30:11<00:00,  2.19it/s]
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Epoch 0: |          | 3967/? [30:11<00:00,  2.19it/s]
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Epoch 0: |          | 3968/? [30:11<00:00,  2.19it/s]
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Epoch 0: |          | 3969/? [30:12<00:00,  2.19it/s]
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Epoch 0: |          | 3970/? [30:12<00:00,  2.19it/s]
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Epoch 0: |          | 3971/? [30:12<00:00,  2.19it/s]
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Epoch 0: |          | 3972/? [30:13<00:00,  2.19it/s]
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Epoch 0: |          | 3974/? [30:14<00:00,  2.19it/s]
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Epoch 0: |          | 3977/? [30:15<00:00,  2.19it/s]
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Epoch 0: |          | 3990/? [30:20<00:00,  2.19it/s]
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Epoch 0: |          | 3991/? [30:20<00:00,  2.19it/s]
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Epoch 0: |          | 3992/? [30:21<00:00,  2.19it/s]
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Epoch 0: |          | 3999/? [30:23<00:00,  2.19it/s]
Epoch 0: |          | 4000/? [30:24<00:00,  2.19it/s]
Epoch 0: |          | 4000/? [30:24<00:00,  2.19it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.05it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  6.75it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  6.87it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.08it/s]

Epoch 0: |          | 4000/? [30:24<00:00,  2.19it/s]
Epoch 0: |          | 4001/? [30:25<00:00,  2.19it/s]
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Epoch 0: |          | 4002/? [30:25<00:00,  2.19it/s]
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Epoch 0: |          | 4003/? [30:26<00:00,  2.19it/s]
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Epoch 0: |          | 4005/? [30:26<00:00,  2.19it/s]
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Epoch 0: |          | 4006/? [30:27<00:00,  2.19it/s]
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Epoch 0: |          | 4007/? [30:27<00:00,  2.19it/s]
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Epoch 0: |          | 4008/? [30:27<00:00,  2.19it/s]
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Epoch 0: |          | 4009/? [30:28<00:00,  2.19it/s]
Epoch 0: |          | 4009/? [30:28<00:00,  2.19it/s]
Epoch 0: |          | 4010/? [30:28<00:00,  2.19it/s]
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Epoch 0: |          | 4011/? [30:29<00:00,  2.19it/s]
Epoch 0: |          | 4011/? [30:29<00:00,  2.19it/s]
Epoch 0: |          | 4012/? [30:29<00:00,  2.19it/s]
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Epoch 0: |          | 4014/? [30:30<00:00,  2.19it/s]
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Epoch 0: |          | 4015/? [30:30<00:00,  2.19it/s]
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Epoch 0: |          | 4016/? [30:30<00:00,  2.19it/s]
Epoch 0: |          | 4016/? [30:30<00:00,  2.19it/s]
Epoch 0: |          | 4017/? [30:31<00:00,  2.19it/s]
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Epoch 0: |          | 4018/? [30:31<00:00,  2.19it/s]
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Epoch 0: |          | 4019/? [30:32<00:00,  2.19it/s]
Epoch 0: |          | 4019/? [30:32<00:00,  2.19it/s]
Epoch 0: |          | 4020/? [30:32<00:00,  2.19it/s]
Epoch 0: |          | 4020/? [30:32<00:00,  2.19it/s]
Epoch 0: |          | 4021/? [30:32<00:00,  2.19it/s]
Epoch 0: |          | 4021/? [30:32<00:00,  2.19it/s]
Epoch 0: |          | 4022/? [30:33<00:00,  2.19it/s]
Epoch 0: |          | 4022/? [30:33<00:00,  2.19it/s]
Epoch 0: |          | 4023/? [30:33<00:00,  2.19it/s]
Epoch 0: |          | 4023/? [30:33<00:00,  2.19it/s]
Epoch 0: |          | 4024/? [30:34<00:00,  2.19it/s]
Epoch 0: |          | 4024/? [30:34<00:00,  2.19it/s]
Epoch 0: |          | 4025/? [30:34<00:00,  2.19it/s]
Epoch 0: |          | 4025/? [30:34<00:00,  2.19it/s]
Epoch 0: |          | 4026/? [30:34<00:00,  2.19it/s]
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Epoch 0: |          | 4027/? [30:35<00:00,  2.19it/s]
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Epoch 0: |          | 4028/? [30:35<00:00,  2.19it/s]
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Epoch 0: |          | 4029/? [30:36<00:00,  2.19it/s]
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Epoch 0: |          | 4030/? [30:36<00:00,  2.19it/s]
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Epoch 0: |          | 4031/? [30:36<00:00,  2.19it/s]
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Epoch 0: |          | 4032/? [30:37<00:00,  2.19it/s]
Epoch 0: |          | 4032/? [30:37<00:00,  2.19it/s]
Epoch 0: |          | 4033/? [30:37<00:00,  2.19it/s]
Epoch 0: |          | 4033/? [30:37<00:00,  2.19it/s]
Epoch 0: |          | 4034/? [30:37<00:00,  2.19it/s]
Epoch 0: |          | 4034/? [30:37<00:00,  2.19it/s]
Epoch 0: |          | 4035/? [30:38<00:00,  2.19it/s]
Epoch 0: |          | 4035/? [30:38<00:00,  2.19it/s]
Epoch 0: |          | 4036/? [30:38<00:00,  2.20it/s]
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Epoch 0: |          | 4037/? [30:39<00:00,  2.20it/s]
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Epoch 0: |          | 4038/? [30:39<00:00,  2.20it/s]
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Epoch 0: |          | 4039/? [30:39<00:00,  2.20it/s]
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Epoch 0: |          | 4040/? [30:40<00:00,  2.20it/s]
Epoch 0: |          | 4040/? [30:40<00:00,  2.20it/s]
Epoch 0: |          | 4041/? [30:40<00:00,  2.20it/s]
Epoch 0: |          | 4041/? [30:40<00:00,  2.20it/s]
Epoch 0: |          | 4042/? [30:41<00:00,  2.20it/s]
Epoch 0: |          | 4042/? [30:41<00:00,  2.20it/s]
Epoch 0: |          | 4043/? [30:41<00:00,  2.20it/s]
Epoch 0: |          | 4043/? [30:41<00:00,  2.20it/s]
Epoch 0: |          | 4044/? [30:41<00:00,  2.20it/s]
Epoch 0: |          | 4044/? [30:41<00:00,  2.20it/s]
Epoch 0: |          | 4045/? [30:42<00:00,  2.20it/s]
Epoch 0: |          | 4045/? [30:42<00:00,  2.20it/s]
Epoch 0: |          | 4046/? [30:42<00:00,  2.20it/s]
Epoch 0: |          | 4046/? [30:42<00:00,  2.20it/s]
Epoch 0: |          | 4047/? [30:42<00:00,  2.20it/s]
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Epoch 0: |          | 4048/? [30:43<00:00,  2.20it/s]
Epoch 0: |          | 4048/? [30:43<00:00,  2.20it/s]
Epoch 0: |          | 4049/? [30:43<00:00,  2.20it/s]
Epoch 0: |          | 4049/? [30:43<00:00,  2.20it/s]
Epoch 0: |          | 4050/? [30:44<00:00,  2.20it/s]
Epoch 0: |          | 4050/? [30:44<00:00,  2.20it/s]
Epoch 0: |          | 4051/? [30:44<00:00,  2.20it/s]
Epoch 0: |          | 4051/? [30:44<00:00,  2.20it/s]
Epoch 0: |          | 4052/? [30:44<00:00,  2.20it/s]
Epoch 0: |          | 4052/? [30:44<00:00,  2.20it/s]
Epoch 0: |          | 4053/? [30:45<00:00,  2.20it/s]
Epoch 0: |          | 4053/? [30:45<00:00,  2.20it/s]
Epoch 0: |          | 4054/? [30:45<00:00,  2.20it/s]
Epoch 0: |          | 4054/? [30:45<00:00,  2.20it/s]
Epoch 0: |          | 4055/? [30:46<00:00,  2.20it/s]
Epoch 0: |          | 4055/? [30:46<00:00,  2.20it/s]
Epoch 0: |          | 4056/? [30:46<00:00,  2.20it/s]
Epoch 0: |          | 4056/? [30:46<00:00,  2.20it/s]
Epoch 0: |          | 4057/? [30:46<00:00,  2.20it/s]
Epoch 0: |          | 4057/? [30:46<00:00,  2.20it/s]
Epoch 0: |          | 4058/? [30:47<00:00,  2.20it/s]
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Epoch 0: |          | 4059/? [30:47<00:00,  2.20it/s]
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Epoch 0: |          | 4060/? [30:47<00:00,  2.20it/s]
Epoch 0: |          | 4060/? [30:47<00:00,  2.20it/s]
Epoch 0: |          | 4061/? [30:48<00:00,  2.20it/s]
Epoch 0: |          | 4061/? [30:48<00:00,  2.20it/s]
Epoch 0: |          | 4062/? [30:48<00:00,  2.20it/s]
Epoch 0: |          | 4062/? [30:48<00:00,  2.20it/s]
Epoch 0: |          | 4063/? [30:49<00:00,  2.20it/s]
Epoch 0: |          | 4063/? [30:49<00:00,  2.20it/s]
Epoch 0: |          | 4064/? [30:49<00:00,  2.20it/s]
Epoch 0: |          | 4064/? [30:49<00:00,  2.20it/s]
Epoch 0: |          | 4065/? [30:49<00:00,  2.20it/s]
Epoch 0: |          | 4065/? [30:49<00:00,  2.20it/s]
Epoch 0: |          | 4066/? [30:50<00:00,  2.20it/s]
Epoch 0: |          | 4066/? [30:50<00:00,  2.20it/s]
Epoch 0: |          | 4067/? [30:50<00:00,  2.20it/s]
Epoch 0: |          | 4067/? [30:50<00:00,  2.20it/s]
Epoch 0: |          | 4068/? [30:51<00:00,  2.20it/s]
Epoch 0: |          | 4068/? [30:51<00:00,  2.20it/s]
Epoch 0: |          | 4069/? [30:51<00:00,  2.20it/s]
Epoch 0: |          | 4069/? [30:51<00:00,  2.20it/s]
Epoch 0: |          | 4070/? [30:52<00:00,  2.20it/s]
Epoch 0: |          | 4070/? [30:52<00:00,  2.20it/s]
Epoch 0: |          | 4071/? [30:52<00:00,  2.20it/s]
Epoch 0: |          | 4071/? [30:52<00:00,  2.20it/s]
Epoch 0: |          | 4072/? [30:52<00:00,  2.20it/s]
Epoch 0: |          | 4072/? [30:52<00:00,  2.20it/s]
Epoch 0: |          | 4073/? [30:53<00:00,  2.20it/s]
Epoch 0: |          | 4073/? [30:53<00:00,  2.20it/s]
Epoch 0: |          | 4074/? [30:53<00:00,  2.20it/s]
Epoch 0: |          | 4074/? [30:53<00:00,  2.20it/s]
Epoch 0: |          | 4075/? [30:54<00:00,  2.20it/s]
Epoch 0: |          | 4075/? [30:54<00:00,  2.20it/s]
Epoch 0: |          | 4076/? [30:54<00:00,  2.20it/s]
Epoch 0: |          | 4076/? [30:54<00:00,  2.20it/s]
Epoch 0: |          | 4077/? [30:54<00:00,  2.20it/s]
Epoch 0: |          | 4077/? [30:54<00:00,  2.20it/s]
Epoch 0: |          | 4078/? [30:55<00:00,  2.20it/s]
Epoch 0: |          | 4078/? [30:55<00:00,  2.20it/s]
Epoch 0: |          | 4079/? [30:55<00:00,  2.20it/s]
Epoch 0: |          | 4079/? [30:55<00:00,  2.20it/s]
Epoch 0: |          | 4080/? [30:55<00:00,  2.20it/s]
Epoch 0: |          | 4080/? [30:55<00:00,  2.20it/s]
Epoch 0: |          | 4081/? [30:56<00:00,  2.20it/s]
Epoch 0: |          | 4081/? [30:56<00:00,  2.20it/s]
Epoch 0: |          | 4082/? [30:56<00:00,  2.20it/s]
Epoch 0: |          | 4082/? [30:56<00:00,  2.20it/s]
Epoch 0: |          | 4083/? [30:57<00:00,  2.20it/s]
Epoch 0: |          | 4083/? [30:57<00:00,  2.20it/s]
Epoch 0: |          | 4084/? [30:57<00:00,  2.20it/s]
Epoch 0: |          | 4084/? [30:57<00:00,  2.20it/s]
Epoch 0: |          | 4085/? [30:57<00:00,  2.20it/s]
Epoch 0: |          | 4085/? [30:57<00:00,  2.20it/s]
Epoch 0: |          | 4086/? [30:58<00:00,  2.20it/s]
Epoch 0: |          | 4086/? [30:58<00:00,  2.20it/s]
Epoch 0: |          | 4087/? [30:58<00:00,  2.20it/s]
Epoch 0: |          | 4087/? [30:58<00:00,  2.20it/s]
Epoch 0: |          | 4088/? [30:59<00:00,  2.20it/s]
Epoch 0: |          | 4088/? [30:59<00:00,  2.20it/s]
Epoch 0: |          | 4089/? [30:59<00:00,  2.20it/s]
Epoch 0: |          | 4089/? [30:59<00:00,  2.20it/s]
Epoch 0: |          | 4090/? [30:59<00:00,  2.20it/s]
Epoch 0: |          | 4090/? [30:59<00:00,  2.20it/s]
Epoch 0: |          | 4091/? [31:00<00:00,  2.20it/s]
Epoch 0: |          | 4091/? [31:00<00:00,  2.20it/s]
Epoch 0: |          | 4092/? [31:00<00:00,  2.20it/s]
Epoch 0: |          | 4092/? [31:00<00:00,  2.20it/s]
Epoch 0: |          | 4093/? [31:01<00:00,  2.20it/s]
Epoch 0: |          | 4093/? [31:01<00:00,  2.20it/s]
Epoch 0: |          | 4094/? [31:01<00:00,  2.20it/s]
Epoch 0: |          | 4094/? [31:01<00:00,  2.20it/s]
Epoch 0: |          | 4095/? [31:01<00:00,  2.20it/s]
Epoch 0: |          | 4095/? [31:01<00:00,  2.20it/s]
Epoch 0: |          | 4096/? [31:02<00:00,  2.20it/s]
Epoch 0: |          | 4096/? [31:02<00:00,  2.20it/s]
Epoch 0: |          | 4097/? [31:02<00:00,  2.20it/s]
Epoch 0: |          | 4097/? [31:02<00:00,  2.20it/s]
Epoch 0: |          | 4098/? [31:03<00:00,  2.20it/s]
Epoch 0: |          | 4098/? [31:03<00:00,  2.20it/s]
Epoch 0: |          | 4099/? [31:03<00:00,  2.20it/s]
Epoch 0: |          | 4099/? [31:03<00:00,  2.20it/s]
Epoch 0: |          | 4100/? [31:03<00:00,  2.20it/s]
Epoch 0: |          | 4100/? [31:03<00:00,  2.20it/s]
Epoch 0: |          | 4101/? [31:04<00:00,  2.20it/s]
Epoch 0: |          | 4101/? [31:04<00:00,  2.20it/s]
Epoch 0: |          | 4102/? [31:04<00:00,  2.20it/s]
Epoch 0: |          | 4102/? [31:04<00:00,  2.20it/s]
Epoch 0: |          | 4103/? [31:04<00:00,  2.20it/s]
Epoch 0: |          | 4103/? [31:04<00:00,  2.20it/s]
Epoch 0: |          | 4104/? [31:05<00:00,  2.20it/s]
Epoch 0: |          | 4104/? [31:05<00:00,  2.20it/s]
Epoch 0: |          | 4105/? [31:05<00:00,  2.20it/s]
Epoch 0: |          | 4105/? [31:05<00:00,  2.20it/s]
Epoch 0: |          | 4106/? [31:06<00:00,  2.20it/s]
Epoch 0: |          | 4106/? [31:06<00:00,  2.20it/s]
Epoch 0: |          | 4107/? [31:06<00:00,  2.20it/s]
Epoch 0: |          | 4107/? [31:06<00:00,  2.20it/s]
Epoch 0: |          | 4108/? [31:06<00:00,  2.20it/s]
Epoch 0: |          | 4108/? [31:06<00:00,  2.20it/s]
Epoch 0: |          | 4109/? [31:07<00:00,  2.20it/s]
Epoch 0: |          | 4109/? [31:07<00:00,  2.20it/s]
Epoch 0: |          | 4110/? [31:07<00:00,  2.20it/s]
Epoch 0: |          | 4110/? [31:07<00:00,  2.20it/s]
Epoch 0: |          | 4111/? [31:08<00:00,  2.20it/s]
Epoch 0: |          | 4111/? [31:08<00:00,  2.20it/s]
Epoch 0: |          | 4112/? [31:08<00:00,  2.20it/s]
Epoch 0: |          | 4112/? [31:08<00:00,  2.20it/s]
Epoch 0: |          | 4113/? [31:08<00:00,  2.20it/s]
Epoch 0: |          | 4113/? [31:08<00:00,  2.20it/s]
Epoch 0: |          | 4114/? [31:09<00:00,  2.20it/s]
Epoch 0: |          | 4114/? [31:09<00:00,  2.20it/s]
Epoch 0: |          | 4115/? [31:09<00:00,  2.20it/s]
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Epoch 0: |          | 4116/? [31:10<00:00,  2.20it/s]
Epoch 0: |          | 4116/? [31:10<00:00,  2.20it/s]
Epoch 0: |          | 4117/? [31:10<00:00,  2.20it/s]
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Epoch 0: |          | 4118/? [31:10<00:00,  2.20it/s]
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Epoch 0: |          | 4119/? [31:11<00:00,  2.20it/s]
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Epoch 0: |          | 4120/? [31:11<00:00,  2.20it/s]
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Epoch 0: |          | 4121/? [31:12<00:00,  2.20it/s]
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Epoch 0: |          | 4122/? [31:12<00:00,  2.20it/s]
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Epoch 0: |          | 4124/? [31:13<00:00,  2.20it/s]
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Epoch 0: |          | 4127/? [31:14<00:00,  2.20it/s]
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Epoch 0: |          | 4128/? [31:14<00:00,  2.20it/s]
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Epoch 0: |          | 4129/? [31:15<00:00,  2.20it/s]
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Epoch 0: |          | 4136/? [31:17<00:00,  2.20it/s]
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Epoch 0: |          | 4137/? [31:18<00:00,  2.20it/s]
Epoch 0: |          | 4137/? [31:18<00:00,  2.20it/s]
Epoch 0: |          | 4138/? [31:18<00:00,  2.20it/s]
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Epoch 0: |          | 4139/? [31:19<00:00,  2.20it/s]
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Epoch 0: |          | 4141/? [31:19<00:00,  2.20it/s]
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Epoch 0: |          | 4145/? [31:21<00:00,  2.20it/s]
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Epoch 0: |          | 4147/? [31:22<00:00,  2.20it/s]
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Epoch 0: |          | 4150/? [31:23<00:00,  2.20it/s]
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Epoch 0: |          | 4151/? [31:23<00:00,  2.20it/s]
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Epoch 0: |          | 4152/? [31:24<00:00,  2.20it/s]
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Epoch 0: |          | 4153/? [31:24<00:00,  2.20it/s]
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Epoch 0: |          | 4154/? [31:24<00:00,  2.20it/s]
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Epoch 0: |          | 4155/? [31:25<00:00,  2.20it/s]
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Epoch 0: |          | 4156/? [31:25<00:00,  2.20it/s]
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Epoch 0: |          | 4157/? [31:25<00:00,  2.20it/s]
Epoch 0: |          | 4157/? [31:25<00:00,  2.20it/s]
Epoch 0: |          | 4158/? [31:26<00:00,  2.20it/s]
Epoch 0: |          | 4158/? [31:26<00:00,  2.20it/s]
Epoch 0: |          | 4159/? [31:26<00:00,  2.20it/s]
Epoch 0: |          | 4159/? [31:26<00:00,  2.20it/s]
Epoch 0: |          | 4160/? [31:27<00:00,  2.20it/s]
Epoch 0: |          | 4160/? [31:27<00:00,  2.20it/s]
Epoch 0: |          | 4161/? [31:27<00:00,  2.20it/s]
Epoch 0: |          | 4161/? [31:27<00:00,  2.20it/s]
Epoch 0: |          | 4162/? [31:27<00:00,  2.20it/s]
Epoch 0: |          | 4162/? [31:27<00:00,  2.20it/s]
Epoch 0: |          | 4163/? [31:28<00:00,  2.20it/s]
Epoch 0: |          | 4163/? [31:28<00:00,  2.20it/s]
Epoch 0: |          | 4164/? [31:28<00:00,  2.20it/s]
Epoch 0: |          | 4164/? [31:28<00:00,  2.20it/s]
Epoch 0: |          | 4165/? [31:29<00:00,  2.20it/s]
Epoch 0: |          | 4165/? [31:29<00:00,  2.20it/s]
Epoch 0: |          | 4166/? [31:29<00:00,  2.20it/s]
Epoch 0: |          | 4166/? [31:29<00:00,  2.20it/s]
Epoch 0: |          | 4167/? [31:29<00:00,  2.20it/s]
Epoch 0: |          | 4167/? [31:29<00:00,  2.20it/s]
Epoch 0: |          | 4168/? [31:30<00:00,  2.20it/s]
Epoch 0: |          | 4168/? [31:30<00:00,  2.20it/s]
Epoch 0: |          | 4169/? [31:30<00:00,  2.21it/s]
Epoch 0: |          | 4169/? [31:30<00:00,  2.21it/s]
Epoch 0: |          | 4170/? [31:31<00:00,  2.21it/s]
Epoch 0: |          | 4170/? [31:31<00:00,  2.21it/s]
Epoch 0: |          | 4171/? [31:31<00:00,  2.21it/s]
Epoch 0: |          | 4171/? [31:31<00:00,  2.21it/s]
Epoch 0: |          | 4172/? [31:31<00:00,  2.21it/s]
Epoch 0: |          | 4172/? [31:31<00:00,  2.21it/s]
Epoch 0: |          | 4173/? [31:32<00:00,  2.21it/s]
Epoch 0: |          | 4173/? [31:32<00:00,  2.21it/s]
Epoch 0: |          | 4174/? [31:32<00:00,  2.21it/s]
Epoch 0: |          | 4174/? [31:32<00:00,  2.21it/s]
Epoch 0: |          | 4175/? [31:33<00:00,  2.21it/s]
Epoch 0: |          | 4175/? [31:33<00:00,  2.21it/s]
Epoch 0: |          | 4176/? [31:33<00:00,  2.21it/s]
Epoch 0: |          | 4176/? [31:33<00:00,  2.21it/s]
Epoch 0: |          | 4177/? [31:33<00:00,  2.21it/s]
Epoch 0: |          | 4177/? [31:33<00:00,  2.21it/s]
Epoch 0: |          | 4178/? [31:34<00:00,  2.21it/s]
Epoch 0: |          | 4178/? [31:34<00:00,  2.21it/s]
Epoch 0: |          | 4179/? [31:34<00:00,  2.21it/s]
Epoch 0: |          | 4179/? [31:34<00:00,  2.21it/s]
Epoch 0: |          | 4180/? [31:34<00:00,  2.21it/s]
Epoch 0: |          | 4180/? [31:34<00:00,  2.21it/s]
Epoch 0: |          | 4181/? [31:35<00:00,  2.21it/s]
Epoch 0: |          | 4181/? [31:35<00:00,  2.21it/s]
Epoch 0: |          | 4182/? [31:35<00:00,  2.21it/s]
Epoch 0: |          | 4182/? [31:35<00:00,  2.21it/s]
Epoch 0: |          | 4183/? [31:36<00:00,  2.21it/s]
Epoch 0: |          | 4183/? [31:36<00:00,  2.21it/s]
Epoch 0: |          | 4184/? [31:36<00:00,  2.21it/s]
Epoch 0: |          | 4184/? [31:36<00:00,  2.21it/s]
Epoch 0: |          | 4185/? [31:36<00:00,  2.21it/s]
Epoch 0: |          | 4185/? [31:36<00:00,  2.21it/s]
Epoch 0: |          | 4186/? [31:37<00:00,  2.21it/s]
Epoch 0: |          | 4186/? [31:37<00:00,  2.21it/s]
Epoch 0: |          | 4187/? [31:37<00:00,  2.21it/s]
Epoch 0: |          | 4187/? [31:37<00:00,  2.21it/s]
Epoch 0: |          | 4188/? [31:38<00:00,  2.21it/s]
Epoch 0: |          | 4188/? [31:38<00:00,  2.21it/s]
Epoch 0: |          | 4189/? [31:38<00:00,  2.21it/s]
Epoch 0: |          | 4189/? [31:38<00:00,  2.21it/s]
Epoch 0: |          | 4190/? [31:38<00:00,  2.21it/s]
Epoch 0: |          | 4190/? [31:38<00:00,  2.21it/s]
Epoch 0: |          | 4191/? [31:39<00:00,  2.21it/s]
Epoch 0: |          | 4191/? [31:39<00:00,  2.21it/s]
Epoch 0: |          | 4192/? [31:39<00:00,  2.21it/s]
Epoch 0: |          | 4192/? [31:39<00:00,  2.21it/s]
Epoch 0: |          | 4193/? [31:39<00:00,  2.21it/s]
Epoch 0: |          | 4193/? [31:39<00:00,  2.21it/s]
Epoch 0: |          | 4194/? [31:40<00:00,  2.21it/s]
Epoch 0: |          | 4194/? [31:40<00:00,  2.21it/s]
Epoch 0: |          | 4195/? [31:40<00:00,  2.21it/s]
Epoch 0: |          | 4195/? [31:40<00:00,  2.21it/s]
Epoch 0: |          | 4196/? [31:41<00:00,  2.21it/s]
Epoch 0: |          | 4196/? [31:41<00:00,  2.21it/s]
Epoch 0: |          | 4197/? [31:41<00:00,  2.21it/s]
Epoch 0: |          | 4197/? [31:41<00:00,  2.21it/s]
Epoch 0: |          | 4198/? [31:41<00:00,  2.21it/s]
Epoch 0: |          | 4198/? [31:41<00:00,  2.21it/s]
Epoch 0: |          | 4199/? [31:42<00:00,  2.21it/s]
Epoch 0: |          | 4199/? [31:42<00:00,  2.21it/s]
Epoch 0: |          | 4200/? [31:42<00:00,  2.21it/s]
Epoch 0: |          | 4200/? [31:42<00:00,  2.21it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  6.73it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  6.68it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  6.75it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.94it/s]

Epoch 0: |          | 4200/? [31:43<00:00,  2.21it/s]
Epoch 0: |          | 4201/? [31:43<00:00,  2.21it/s]
Epoch 0: |          | 4201/? [31:43<00:00,  2.21it/s]
Epoch 0: |          | 4202/? [31:44<00:00,  2.21it/s]
Epoch 0: |          | 4202/? [31:44<00:00,  2.21it/s]
Epoch 0: |          | 4203/? [31:44<00:00,  2.21it/s]
Epoch 0: |          | 4203/? [31:44<00:00,  2.21it/s]
Epoch 0: |          | 4204/? [31:44<00:00,  2.21it/s]
Epoch 0: |          | 4204/? [31:44<00:00,  2.21it/s]
Epoch 0: |          | 4205/? [31:45<00:00,  2.21it/s]
Epoch 0: |          | 4205/? [31:45<00:00,  2.21it/s]
Epoch 0: |          | 4206/? [31:45<00:00,  2.21it/s]
Epoch 0: |          | 4206/? [31:45<00:00,  2.21it/s]
Epoch 0: |          | 4207/? [31:46<00:00,  2.21it/s]
Epoch 0: |          | 4207/? [31:46<00:00,  2.21it/s]
Epoch 0: |          | 4208/? [31:46<00:00,  2.21it/s]
Epoch 0: |          | 4208/? [31:46<00:00,  2.21it/s]
Epoch 0: |          | 4209/? [31:46<00:00,  2.21it/s]
Epoch 0: |          | 4209/? [31:46<00:00,  2.21it/s]
Epoch 0: |          | 4210/? [31:47<00:00,  2.21it/s]
Epoch 0: |          | 4210/? [31:47<00:00,  2.21it/s]
Epoch 0: |          | 4211/? [31:47<00:00,  2.21it/s]
Epoch 0: |          | 4211/? [31:47<00:00,  2.21it/s]
Epoch 0: |          | 4212/? [31:48<00:00,  2.21it/s]
Epoch 0: |          | 4212/? [31:48<00:00,  2.21it/s]
Epoch 0: |          | 4213/? [31:48<00:00,  2.21it/s]
Epoch 0: |          | 4213/? [31:48<00:00,  2.21it/s]
Epoch 0: |          | 4214/? [31:48<00:00,  2.21it/s]
Epoch 0: |          | 4214/? [31:48<00:00,  2.21it/s]
Epoch 0: |          | 4215/? [31:49<00:00,  2.21it/s]
Epoch 0: |          | 4215/? [31:49<00:00,  2.21it/s]
Epoch 0: |          | 4216/? [31:49<00:00,  2.21it/s]
Epoch 0: |          | 4216/? [31:49<00:00,  2.21it/s]
Epoch 0: |          | 4217/? [31:49<00:00,  2.21it/s]
Epoch 0: |          | 4217/? [31:49<00:00,  2.21it/s]
Epoch 0: |          | 4218/? [31:50<00:00,  2.21it/s]
Epoch 0: |          | 4218/? [31:50<00:00,  2.21it/s]
Epoch 0: |          | 4219/? [31:50<00:00,  2.21it/s]
Epoch 0: |          | 4219/? [31:50<00:00,  2.21it/s]
Epoch 0: |          | 4220/? [31:51<00:00,  2.21it/s]
Epoch 0: |          | 4220/? [31:51<00:00,  2.21it/s]
Epoch 0: |          | 4221/? [31:51<00:00,  2.21it/s]
Epoch 0: |          | 4221/? [31:51<00:00,  2.21it/s]
Epoch 0: |          | 4222/? [31:51<00:00,  2.21it/s]
Epoch 0: |          | 4222/? [31:51<00:00,  2.21it/s]
Epoch 0: |          | 4223/? [31:52<00:00,  2.21it/s]
Epoch 0: |          | 4223/? [31:52<00:00,  2.21it/s]
Epoch 0: |          | 4224/? [31:52<00:00,  2.21it/s]
Epoch 0: |          | 4224/? [31:52<00:00,  2.21it/s]
Epoch 0: |          | 4225/? [31:53<00:00,  2.21it/s]
Epoch 0: |          | 4225/? [31:53<00:00,  2.21it/s]
Epoch 0: |          | 4226/? [31:53<00:00,  2.21it/s]
Epoch 0: |          | 4226/? [31:53<00:00,  2.21it/s]
Epoch 0: |          | 4227/? [31:53<00:00,  2.21it/s]
Epoch 0: |          | 4227/? [31:53<00:00,  2.21it/s]
Epoch 0: |          | 4228/? [31:54<00:00,  2.21it/s]
Epoch 0: |          | 4228/? [31:54<00:00,  2.21it/s]
Epoch 0: |          | 4229/? [31:54<00:00,  2.21it/s]
Epoch 0: |          | 4229/? [31:54<00:00,  2.21it/s]
Epoch 0: |          | 4230/? [31:55<00:00,  2.21it/s]
Epoch 0: |          | 4230/? [31:55<00:00,  2.21it/s]
Epoch 0: |          | 4231/? [31:55<00:00,  2.21it/s]
Epoch 0: |          | 4231/? [31:55<00:00,  2.21it/s]
Epoch 0: |          | 4232/? [31:55<00:00,  2.21it/s]
Epoch 0: |          | 4232/? [31:55<00:00,  2.21it/s]
Epoch 0: |          | 4233/? [31:56<00:00,  2.21it/s]
Epoch 0: |          | 4233/? [31:56<00:00,  2.21it/s]
Epoch 0: |          | 4234/? [31:56<00:00,  2.21it/s]
Epoch 0: |          | 4234/? [31:56<00:00,  2.21it/s]
Epoch 0: |          | 4235/? [31:56<00:00,  2.21it/s]
Epoch 0: |          | 4235/? [31:56<00:00,  2.21it/s]
Epoch 0: |          | 4236/? [31:57<00:00,  2.21it/s]
Epoch 0: |          | 4236/? [31:57<00:00,  2.21it/s]
Epoch 0: |          | 4237/? [31:57<00:00,  2.21it/s]
Epoch 0: |          | 4237/? [31:57<00:00,  2.21it/s]
Epoch 0: |          | 4238/? [31:58<00:00,  2.21it/s]
Epoch 0: |          | 4238/? [31:58<00:00,  2.21it/s]
Epoch 0: |          | 4239/? [31:58<00:00,  2.21it/s]
Epoch 0: |          | 4239/? [31:58<00:00,  2.21it/s]
Epoch 0: |          | 4240/? [31:58<00:00,  2.21it/s]
Epoch 0: |          | 4240/? [31:58<00:00,  2.21it/s]
Epoch 0: |          | 4241/? [31:59<00:00,  2.21it/s]
Epoch 0: |          | 4241/? [31:59<00:00,  2.21it/s]
Epoch 0: |          | 4242/? [31:59<00:00,  2.21it/s]
Epoch 0: |          | 4242/? [31:59<00:00,  2.21it/s]
Epoch 0: |          | 4243/? [32:00<00:00,  2.21it/s]
Epoch 0: |          | 4243/? [32:00<00:00,  2.21it/s]
Epoch 0: |          | 4244/? [32:00<00:00,  2.21it/s]
Epoch 0: |          | 4244/? [32:00<00:00,  2.21it/s]
Epoch 0: |          | 4245/? [32:00<00:00,  2.21it/s]
Epoch 0: |          | 4245/? [32:00<00:00,  2.21it/s]
Epoch 0: |          | 4246/? [32:01<00:00,  2.21it/s]
Epoch 0: |          | 4246/? [32:01<00:00,  2.21it/s]
Epoch 0: |          | 4247/? [32:01<00:00,  2.21it/s]
Epoch 0: |          | 4247/? [32:01<00:00,  2.21it/s]
Epoch 0: |          | 4248/? [32:01<00:00,  2.21it/s]
Epoch 0: |          | 4248/? [32:01<00:00,  2.21it/s]
Epoch 0: |          | 4249/? [32:02<00:00,  2.21it/s]
Epoch 0: |          | 4249/? [32:02<00:00,  2.21it/s]
Epoch 0: |          | 4250/? [32:02<00:00,  2.21it/s]
Epoch 0: |          | 4250/? [32:02<00:00,  2.21it/s]
Epoch 0: |          | 4251/? [32:03<00:00,  2.21it/s]
Epoch 0: |          | 4251/? [32:03<00:00,  2.21it/s]
Epoch 0: |          | 4252/? [32:03<00:00,  2.21it/s]
Epoch 0: |          | 4252/? [32:03<00:00,  2.21it/s]
Epoch 0: |          | 4253/? [32:03<00:00,  2.21it/s]
Epoch 0: |          | 4253/? [32:03<00:00,  2.21it/s]
Epoch 0: |          | 4254/? [32:04<00:00,  2.21it/s]
Epoch 0: |          | 4254/? [32:04<00:00,  2.21it/s]
Epoch 0: |          | 4255/? [32:04<00:00,  2.21it/s]
Epoch 0: |          | 4255/? [32:04<00:00,  2.21it/s]
Epoch 0: |          | 4256/? [32:05<00:00,  2.21it/s]
Epoch 0: |          | 4256/? [32:05<00:00,  2.21it/s]
Epoch 0: |          | 4257/? [32:05<00:00,  2.21it/s]
Epoch 0: |          | 4257/? [32:05<00:00,  2.21it/s]
Epoch 0: |          | 4258/? [32:05<00:00,  2.21it/s]
Epoch 0: |          | 4258/? [32:05<00:00,  2.21it/s]
Epoch 0: |          | 4259/? [32:06<00:00,  2.21it/s]
Epoch 0: |          | 4259/? [32:06<00:00,  2.21it/s]
Epoch 0: |          | 4260/? [32:06<00:00,  2.21it/s]
Epoch 0: |          | 4260/? [32:06<00:00,  2.21it/s]
Epoch 0: |          | 4261/? [32:06<00:00,  2.21it/s]
Epoch 0: |          | 4261/? [32:06<00:00,  2.21it/s]
Epoch 0: |          | 4262/? [32:07<00:00,  2.21it/s]
Epoch 0: |          | 4262/? [32:07<00:00,  2.21it/s]
Epoch 0: |          | 4263/? [32:07<00:00,  2.21it/s]
Epoch 0: |          | 4263/? [32:07<00:00,  2.21it/s]
Epoch 0: |          | 4264/? [32:08<00:00,  2.21it/s]
Epoch 0: |          | 4264/? [32:08<00:00,  2.21it/s]
Epoch 0: |          | 4265/? [32:08<00:00,  2.21it/s]
Epoch 0: |          | 4265/? [32:08<00:00,  2.21it/s]
Epoch 0: |          | 4266/? [32:08<00:00,  2.21it/s]
Epoch 0: |          | 4266/? [32:08<00:00,  2.21it/s]
Epoch 0: |          | 4267/? [32:09<00:00,  2.21it/s]
Epoch 0: |          | 4267/? [32:09<00:00,  2.21it/s]
Epoch 0: |          | 4268/? [32:09<00:00,  2.21it/s]
Epoch 0: |          | 4268/? [32:09<00:00,  2.21it/s]
Epoch 0: |          | 4269/? [32:10<00:00,  2.21it/s]
Epoch 0: |          | 4269/? [32:10<00:00,  2.21it/s]
Epoch 0: |          | 4270/? [32:10<00:00,  2.21it/s]
Epoch 0: |          | 4270/? [32:10<00:00,  2.21it/s]
Epoch 0: |          | 4271/? [32:10<00:00,  2.21it/s]
Epoch 0: |          | 4271/? [32:10<00:00,  2.21it/s]
Epoch 0: |          | 4272/? [32:11<00:00,  2.21it/s]
Epoch 0: |          | 4272/? [32:11<00:00,  2.21it/s]
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Epoch 0: |          | 4309/? [32:25<00:00,  2.22it/s]
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Epoch 0: |          | 4311/? [32:26<00:00,  2.22it/s]
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Epoch 0: |          | 4312/? [32:26<00:00,  2.22it/s]
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Epoch 0: |          | 4313/? [32:26<00:00,  2.22it/s]
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Epoch 0: |          | 4314/? [32:27<00:00,  2.22it/s]
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Epoch 0: |          | 4315/? [32:27<00:00,  2.22it/s]
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Epoch 0: |          | 4316/? [32:28<00:00,  2.22it/s]
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Epoch 0: |          | 4319/? [32:29<00:00,  2.22it/s]
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Epoch 0: |          | 4400/? [33:00<00:00,  2.22it/s]
Epoch 0: |          | 4400/? [33:00<00:00,  2.22it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.68it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  7.67it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.73it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.93it/s]

Epoch 0: |          | 4400/? [33:00<00:00,  2.22it/s]
Epoch 0: |          | 4401/? [33:01<00:00,  2.22it/s]
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Epoch 0: |          | 4402/? [33:01<00:00,  2.22it/s]
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Epoch 0: |          | 4406/? [33:03<00:00,  2.22it/s]
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Epoch 0: |          | 4408/? [33:03<00:00,  2.22it/s]
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Epoch 0: |          | 4427/? [33:11<00:00,  2.22it/s]
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Epoch 0: |          | 4428/? [33:11<00:00,  2.22it/s]
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Epoch 0: |          | 4429/? [33:11<00:00,  2.22it/s]
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Epoch 0: |          | 4430/? [33:12<00:00,  2.22it/s]
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Epoch 0: |          | 4431/? [33:12<00:00,  2.22it/s]
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Epoch 0: |          | 4432/? [33:13<00:00,  2.22it/s]
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Epoch 0: |          | 4433/? [33:13<00:00,  2.22it/s]
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Epoch 0: |          | 4434/? [33:13<00:00,  2.22it/s]
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Epoch 0: |          | 4435/? [33:14<00:00,  2.22it/s]
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Epoch 0: |          | 4436/? [33:14<00:00,  2.22it/s]
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Epoch 0: |          | 4437/? [33:14<00:00,  2.22it/s]
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Epoch 0: |          | 4438/? [33:15<00:00,  2.22it/s]
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Epoch 0: |          | 4439/? [33:15<00:00,  2.22it/s]
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Epoch 0: |          | 4440/? [33:16<00:00,  2.22it/s]
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Epoch 0: |          | 4441/? [33:16<00:00,  2.22it/s]
Epoch 0: |          | 4441/? [33:16<00:00,  2.22it/s]
Epoch 0: |          | 4442/? [33:16<00:00,  2.22it/s]
Epoch 0: |          | 4442/? [33:16<00:00,  2.22it/s]
Epoch 0: |          | 4443/? [33:17<00:00,  2.22it/s]
Epoch 0: |          | 4443/? [33:17<00:00,  2.22it/s]
Epoch 0: |          | 4444/? [33:17<00:00,  2.22it/s]
Epoch 0: |          | 4444/? [33:17<00:00,  2.22it/s]
Epoch 0: |          | 4445/? [33:17<00:00,  2.22it/s]
Epoch 0: |          | 4445/? [33:17<00:00,  2.22it/s]
Epoch 0: |          | 4446/? [33:18<00:00,  2.22it/s]
Epoch 0: |          | 4446/? [33:18<00:00,  2.22it/s]
Epoch 0: |          | 4447/? [33:18<00:00,  2.22it/s]
Epoch 0: |          | 4447/? [33:18<00:00,  2.22it/s]
Epoch 0: |          | 4448/? [33:19<00:00,  2.22it/s]
Epoch 0: |          | 4448/? [33:19<00:00,  2.22it/s]
Epoch 0: |          | 4449/? [33:19<00:00,  2.23it/s]
Epoch 0: |          | 4449/? [33:19<00:00,  2.23it/s]
Epoch 0: |          | 4450/? [33:19<00:00,  2.23it/s]
Epoch 0: |          | 4450/? [33:19<00:00,  2.23it/s]
Epoch 0: |          | 4451/? [33:20<00:00,  2.23it/s]
Epoch 0: |          | 4451/? [33:20<00:00,  2.23it/s]
Epoch 0: |          | 4452/? [33:20<00:00,  2.23it/s]
Epoch 0: |          | 4452/? [33:20<00:00,  2.23it/s]
Epoch 0: |          | 4453/? [33:21<00:00,  2.23it/s]
Epoch 0: |          | 4453/? [33:21<00:00,  2.23it/s]
Epoch 0: |          | 4454/? [33:21<00:00,  2.23it/s]
Epoch 0: |          | 4454/? [33:21<00:00,  2.23it/s]
Epoch 0: |          | 4455/? [33:21<00:00,  2.23it/s]
Epoch 0: |          | 4455/? [33:21<00:00,  2.23it/s]
Epoch 0: |          | 4456/? [33:22<00:00,  2.23it/s]
Epoch 0: |          | 4456/? [33:22<00:00,  2.23it/s]
Epoch 0: |          | 4457/? [33:22<00:00,  2.23it/s]
Epoch 0: |          | 4457/? [33:22<00:00,  2.23it/s]
Epoch 0: |          | 4458/? [33:22<00:00,  2.23it/s]
Epoch 0: |          | 4458/? [33:22<00:00,  2.23it/s]
Epoch 0: |          | 4459/? [33:23<00:00,  2.23it/s]
Epoch 0: |          | 4459/? [33:23<00:00,  2.23it/s]
Epoch 0: |          | 4460/? [33:23<00:00,  2.23it/s]
Epoch 0: |          | 4460/? [33:23<00:00,  2.23it/s]
Epoch 0: |          | 4461/? [33:24<00:00,  2.23it/s]
Epoch 0: |          | 4461/? [33:24<00:00,  2.23it/s]
Epoch 0: |          | 4462/? [33:24<00:00,  2.23it/s]
Epoch 0: |          | 4462/? [33:24<00:00,  2.23it/s]
Epoch 0: |          | 4463/? [33:24<00:00,  2.23it/s]
Epoch 0: |          | 4463/? [33:24<00:00,  2.23it/s]
Epoch 0: |          | 4464/? [33:25<00:00,  2.23it/s]
Epoch 0: |          | 4464/? [33:25<00:00,  2.23it/s]
Epoch 0: |          | 4465/? [33:25<00:00,  2.23it/s]
Epoch 0: |          | 4465/? [33:25<00:00,  2.23it/s]
Epoch 0: |          | 4466/? [33:26<00:00,  2.23it/s]
Epoch 0: |          | 4466/? [33:26<00:00,  2.23it/s]
Epoch 0: |          | 4467/? [33:26<00:00,  2.23it/s]
Epoch 0: |          | 4467/? [33:26<00:00,  2.23it/s]
Epoch 0: |          | 4468/? [33:26<00:00,  2.23it/s]
Epoch 0: |          | 4468/? [33:26<00:00,  2.23it/s]
Epoch 0: |          | 4469/? [33:27<00:00,  2.23it/s]
Epoch 0: |          | 4469/? [33:27<00:00,  2.23it/s]
Epoch 0: |          | 4470/? [33:27<00:00,  2.23it/s]
Epoch 0: |          | 4470/? [33:27<00:00,  2.23it/s]
Epoch 0: |          | 4471/? [33:27<00:00,  2.23it/s]
Epoch 0: |          | 4471/? [33:27<00:00,  2.23it/s]
Epoch 0: |          | 4472/? [33:28<00:00,  2.23it/s]
Epoch 0: |          | 4472/? [33:28<00:00,  2.23it/s]
Epoch 0: |          | 4473/? [33:28<00:00,  2.23it/s]
Epoch 0: |          | 4473/? [33:28<00:00,  2.23it/s]
Epoch 0: |          | 4474/? [33:29<00:00,  2.23it/s]
Epoch 0: |          | 4474/? [33:29<00:00,  2.23it/s]
Epoch 0: |          | 4475/? [33:29<00:00,  2.23it/s]
Epoch 0: |          | 4475/? [33:29<00:00,  2.23it/s]
Epoch 0: |          | 4476/? [33:29<00:00,  2.23it/s]
Epoch 0: |          | 4476/? [33:29<00:00,  2.23it/s]
Epoch 0: |          | 4477/? [33:30<00:00,  2.23it/s]
Epoch 0: |          | 4477/? [33:30<00:00,  2.23it/s]
Epoch 0: |          | 4478/? [33:30<00:00,  2.23it/s]
Epoch 0: |          | 4478/? [33:30<00:00,  2.23it/s]
Epoch 0: |          | 4479/? [33:31<00:00,  2.23it/s]
Epoch 0: |          | 4479/? [33:31<00:00,  2.23it/s]
Epoch 0: |          | 4480/? [33:31<00:00,  2.23it/s]
Epoch 0: |          | 4480/? [33:31<00:00,  2.23it/s]
Epoch 0: |          | 4481/? [33:31<00:00,  2.23it/s]
Epoch 0: |          | 4481/? [33:31<00:00,  2.23it/s]
Epoch 0: |          | 4482/? [33:32<00:00,  2.23it/s]
Epoch 0: |          | 4482/? [33:32<00:00,  2.23it/s]
Epoch 0: |          | 4483/? [33:32<00:00,  2.23it/s]
Epoch 0: |          | 4483/? [33:32<00:00,  2.23it/s]
Epoch 0: |          | 4484/? [33:32<00:00,  2.23it/s]
Epoch 0: |          | 4484/? [33:32<00:00,  2.23it/s]
Epoch 0: |          | 4485/? [33:33<00:00,  2.23it/s]
Epoch 0: |          | 4485/? [33:33<00:00,  2.23it/s]
Epoch 0: |          | 4486/? [33:33<00:00,  2.23it/s]
Epoch 0: |          | 4486/? [33:33<00:00,  2.23it/s]
Epoch 0: |          | 4487/? [33:34<00:00,  2.23it/s]
Epoch 0: |          | 4487/? [33:34<00:00,  2.23it/s]
Epoch 0: |          | 4488/? [33:34<00:00,  2.23it/s]
Epoch 0: |          | 4488/? [33:34<00:00,  2.23it/s]
Epoch 0: |          | 4489/? [33:34<00:00,  2.23it/s]
Epoch 0: |          | 4489/? [33:34<00:00,  2.23it/s]
Epoch 0: |          | 4490/? [33:35<00:00,  2.23it/s]
Epoch 0: |          | 4490/? [33:35<00:00,  2.23it/s]
Epoch 0: |          | 4491/? [33:35<00:00,  2.23it/s]
Epoch 0: |          | 4491/? [33:35<00:00,  2.23it/s]
Epoch 0: |          | 4492/? [33:36<00:00,  2.23it/s]
Epoch 0: |          | 4492/? [33:36<00:00,  2.23it/s]
Epoch 0: |          | 4493/? [33:36<00:00,  2.23it/s]
Epoch 0: |          | 4493/? [33:36<00:00,  2.23it/s]
Epoch 0: |          | 4494/? [33:36<00:00,  2.23it/s]
Epoch 0: |          | 4494/? [33:36<00:00,  2.23it/s]
Epoch 0: |          | 4495/? [33:37<00:00,  2.23it/s]
Epoch 0: |          | 4495/? [33:37<00:00,  2.23it/s]
Epoch 0: |          | 4496/? [33:37<00:00,  2.23it/s]
Epoch 0: |          | 4496/? [33:37<00:00,  2.23it/s]
Epoch 0: |          | 4497/? [33:37<00:00,  2.23it/s]
Epoch 0: |          | 4497/? [33:37<00:00,  2.23it/s]
Epoch 0: |          | 4498/? [33:38<00:00,  2.23it/s]
Epoch 0: |          | 4498/? [33:38<00:00,  2.23it/s]
Epoch 0: |          | 4499/? [33:38<00:00,  2.23it/s]
Epoch 0: |          | 4499/? [33:38<00:00,  2.23it/s]
Epoch 0: |          | 4500/? [33:39<00:00,  2.23it/s]
Epoch 0: |          | 4500/? [33:39<00:00,  2.23it/s]
Epoch 0: |          | 4501/? [33:39<00:00,  2.23it/s]
Epoch 0: |          | 4501/? [33:39<00:00,  2.23it/s]
Epoch 0: |          | 4502/? [33:39<00:00,  2.23it/s]
Epoch 0: |          | 4502/? [33:39<00:00,  2.23it/s]
Epoch 0: |          | 4503/? [33:40<00:00,  2.23it/s]
Epoch 0: |          | 4503/? [33:40<00:00,  2.23it/s]
Epoch 0: |          | 4504/? [33:40<00:00,  2.23it/s]
Epoch 0: |          | 4504/? [33:40<00:00,  2.23it/s]
Epoch 0: |          | 4505/? [33:40<00:00,  2.23it/s]
Epoch 0: |          | 4505/? [33:40<00:00,  2.23it/s]
Epoch 0: |          | 4506/? [33:41<00:00,  2.23it/s]
Epoch 0: |          | 4506/? [33:41<00:00,  2.23it/s]
Epoch 0: |          | 4507/? [33:41<00:00,  2.23it/s]
Epoch 0: |          | 4507/? [33:41<00:00,  2.23it/s]
Epoch 0: |          | 4508/? [33:42<00:00,  2.23it/s]
Epoch 0: |          | 4508/? [33:42<00:00,  2.23it/s]
Epoch 0: |          | 4509/? [33:42<00:00,  2.23it/s]
Epoch 0: |          | 4509/? [33:42<00:00,  2.23it/s]
Epoch 0: |          | 4510/? [33:42<00:00,  2.23it/s]
Epoch 0: |          | 4510/? [33:42<00:00,  2.23it/s]
Epoch 0: |          | 4511/? [33:43<00:00,  2.23it/s]
Epoch 0: |          | 4511/? [33:43<00:00,  2.23it/s]
Epoch 0: |          | 4512/? [33:43<00:00,  2.23it/s]
Epoch 0: |          | 4512/? [33:43<00:00,  2.23it/s]
Epoch 0: |          | 4513/? [33:44<00:00,  2.23it/s]
Epoch 0: |          | 4513/? [33:44<00:00,  2.23it/s]
Epoch 0: |          | 4514/? [33:44<00:00,  2.23it/s]
Epoch 0: |          | 4514/? [33:44<00:00,  2.23it/s]
Epoch 0: |          | 4515/? [33:44<00:00,  2.23it/s]
Epoch 0: |          | 4515/? [33:44<00:00,  2.23it/s]
Epoch 0: |          | 4516/? [33:45<00:00,  2.23it/s]
Epoch 0: |          | 4516/? [33:45<00:00,  2.23it/s]
Epoch 0: |          | 4517/? [33:45<00:00,  2.23it/s]
Epoch 0: |          | 4517/? [33:45<00:00,  2.23it/s]
Epoch 0: |          | 4518/? [33:45<00:00,  2.23it/s]
Epoch 0: |          | 4518/? [33:45<00:00,  2.23it/s]
Epoch 0: |          | 4519/? [33:46<00:00,  2.23it/s]
Epoch 0: |          | 4519/? [33:46<00:00,  2.23it/s]
Epoch 0: |          | 4520/? [33:46<00:00,  2.23it/s]
Epoch 0: |          | 4520/? [33:46<00:00,  2.23it/s]
Epoch 0: |          | 4521/? [33:47<00:00,  2.23it/s]
Epoch 0: |          | 4521/? [33:47<00:00,  2.23it/s]
Epoch 0: |          | 4522/? [33:47<00:00,  2.23it/s]
Epoch 0: |          | 4522/? [33:47<00:00,  2.23it/s]
Epoch 0: |          | 4523/? [33:47<00:00,  2.23it/s]
Epoch 0: |          | 4523/? [33:47<00:00,  2.23it/s]
Epoch 0: |          | 4524/? [33:48<00:00,  2.23it/s]
Epoch 0: |          | 4524/? [33:48<00:00,  2.23it/s]
Epoch 0: |          | 4525/? [33:48<00:00,  2.23it/s]
Epoch 0: |          | 4525/? [33:48<00:00,  2.23it/s]
Epoch 0: |          | 4526/? [33:49<00:00,  2.23it/s]
Epoch 0: |          | 4526/? [33:49<00:00,  2.23it/s]
Epoch 0: |          | 4527/? [33:49<00:00,  2.23it/s]
Epoch 0: |          | 4527/? [33:49<00:00,  2.23it/s]
Epoch 0: |          | 4528/? [33:49<00:00,  2.23it/s]
Epoch 0: |          | 4528/? [33:49<00:00,  2.23it/s]
Epoch 0: |          | 4529/? [33:50<00:00,  2.23it/s]
Epoch 0: |          | 4529/? [33:50<00:00,  2.23it/s]
Epoch 0: |          | 4530/? [33:50<00:00,  2.23it/s]
Epoch 0: |          | 4530/? [33:50<00:00,  2.23it/s]
Epoch 0: |          | 4531/? [33:50<00:00,  2.23it/s]
Epoch 0: |          | 4531/? [33:50<00:00,  2.23it/s]
Epoch 0: |          | 4532/? [33:51<00:00,  2.23it/s]
Epoch 0: |          | 4532/? [33:51<00:00,  2.23it/s]
Epoch 0: |          | 4533/? [33:51<00:00,  2.23it/s]
Epoch 0: |          | 4533/? [33:51<00:00,  2.23it/s]
Epoch 0: |          | 4534/? [33:52<00:00,  2.23it/s]
Epoch 0: |          | 4534/? [33:52<00:00,  2.23it/s]
Epoch 0: |          | 4535/? [33:52<00:00,  2.23it/s]
Epoch 0: |          | 4535/? [33:52<00:00,  2.23it/s]
Epoch 0: |          | 4536/? [33:52<00:00,  2.23it/s]
Epoch 0: |          | 4536/? [33:52<00:00,  2.23it/s]
Epoch 0: |          | 4537/? [33:53<00:00,  2.23it/s]
Epoch 0: |          | 4537/? [33:53<00:00,  2.23it/s]
Epoch 0: |          | 4538/? [33:53<00:00,  2.23it/s]
Epoch 0: |          | 4538/? [33:53<00:00,  2.23it/s]
Epoch 0: |          | 4539/? [33:54<00:00,  2.23it/s]
Epoch 0: |          | 4539/? [33:54<00:00,  2.23it/s]
Epoch 0: |          | 4540/? [33:54<00:00,  2.23it/s]
Epoch 0: |          | 4540/? [33:54<00:00,  2.23it/s]
Epoch 0: |          | 4541/? [33:54<00:00,  2.23it/s]
Epoch 0: |          | 4541/? [33:54<00:00,  2.23it/s]
Epoch 0: |          | 4542/? [33:55<00:00,  2.23it/s]
Epoch 0: |          | 4542/? [33:55<00:00,  2.23it/s]
Epoch 0: |          | 4543/? [33:55<00:00,  2.23it/s]
Epoch 0: |          | 4543/? [33:55<00:00,  2.23it/s]
Epoch 0: |          | 4544/? [33:55<00:00,  2.23it/s]
Epoch 0: |          | 4544/? [33:55<00:00,  2.23it/s]
Epoch 0: |          | 4545/? [33:56<00:00,  2.23it/s]
Epoch 0: |          | 4545/? [33:56<00:00,  2.23it/s]
Epoch 0: |          | 4546/? [33:56<00:00,  2.23it/s]
Epoch 0: |          | 4546/? [33:56<00:00,  2.23it/s]
Epoch 0: |          | 4547/? [33:57<00:00,  2.23it/s]
Epoch 0: |          | 4547/? [33:57<00:00,  2.23it/s]
Epoch 0: |          | 4548/? [33:57<00:00,  2.23it/s]
Epoch 0: |          | 4548/? [33:57<00:00,  2.23it/s]
Epoch 0: |          | 4549/? [33:57<00:00,  2.23it/s]
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Epoch 0: |          | 4551/? [33:58<00:00,  2.23it/s]
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Epoch 0: |          | 4552/? [33:58<00:00,  2.23it/s]
Epoch 0: |          | 4552/? [33:58<00:00,  2.23it/s]
Epoch 0: |          | 4553/? [33:59<00:00,  2.23it/s]
Epoch 0: |          | 4553/? [33:59<00:00,  2.23it/s]
Epoch 0: |          | 4554/? [33:59<00:00,  2.23it/s]
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Epoch 0: |          | 4555/? [34:00<00:00,  2.23it/s]
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Epoch 0: |          | 4556/? [34:00<00:00,  2.23it/s]
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Epoch 0: |          | 4557/? [34:00<00:00,  2.23it/s]
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Epoch 0: |          | 4558/? [34:01<00:00,  2.23it/s]
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Epoch 0: |          | 4559/? [34:01<00:00,  2.23it/s]
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Epoch 0: |          | 4560/? [34:02<00:00,  2.23it/s]
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Epoch 0: |          | 4561/? [34:02<00:00,  2.23it/s]
Epoch 0: |          | 4561/? [34:02<00:00,  2.23it/s]
Epoch 0: |          | 4562/? [34:02<00:00,  2.23it/s]
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Epoch 0: |          | 4563/? [34:03<00:00,  2.23it/s]
Epoch 0: |          | 4563/? [34:03<00:00,  2.23it/s]
Epoch 0: |          | 4564/? [34:03<00:00,  2.23it/s]
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Epoch 0: |          | 4565/? [34:03<00:00,  2.23it/s]
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Epoch 0: |          | 4566/? [34:04<00:00,  2.23it/s]
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Epoch 0: |          | 4567/? [34:04<00:00,  2.23it/s]
Epoch 0: |          | 4567/? [34:04<00:00,  2.23it/s]
Epoch 0: |          | 4568/? [34:05<00:00,  2.23it/s]
Epoch 0: |          | 4568/? [34:05<00:00,  2.23it/s]
Epoch 0: |          | 4569/? [34:05<00:00,  2.23it/s]
Epoch 0: |          | 4569/? [34:05<00:00,  2.23it/s]
Epoch 0: |          | 4570/? [34:05<00:00,  2.23it/s]
Epoch 0: |          | 4570/? [34:05<00:00,  2.23it/s]
Epoch 0: |          | 4571/? [34:06<00:00,  2.23it/s]
Epoch 0: |          | 4571/? [34:06<00:00,  2.23it/s]
Epoch 0: |          | 4572/? [34:06<00:00,  2.23it/s]
Epoch 0: |          | 4572/? [34:06<00:00,  2.23it/s]
Epoch 0: |          | 4573/? [34:07<00:00,  2.23it/s]
Epoch 0: |          | 4573/? [34:07<00:00,  2.23it/s]
Epoch 0: |          | 4574/? [34:07<00:00,  2.23it/s]
Epoch 0: |          | 4574/? [34:07<00:00,  2.23it/s]
Epoch 0: |          | 4575/? [34:07<00:00,  2.23it/s]
Epoch 0: |          | 4575/? [34:07<00:00,  2.23it/s]
Epoch 0: |          | 4576/? [34:08<00:00,  2.23it/s]
Epoch 0: |          | 4576/? [34:08<00:00,  2.23it/s]
Epoch 0: |          | 4577/? [34:08<00:00,  2.23it/s]
Epoch 0: |          | 4577/? [34:08<00:00,  2.23it/s]
Epoch 0: |          | 4578/? [34:08<00:00,  2.23it/s]
Epoch 0: |          | 4578/? [34:08<00:00,  2.23it/s]
Epoch 0: |          | 4579/? [34:09<00:00,  2.23it/s]
Epoch 0: |          | 4579/? [34:09<00:00,  2.23it/s]
Epoch 0: |          | 4580/? [34:09<00:00,  2.23it/s]
Epoch 0: |          | 4580/? [34:09<00:00,  2.23it/s]
Epoch 0: |          | 4581/? [34:10<00:00,  2.23it/s]
Epoch 0: |          | 4581/? [34:10<00:00,  2.23it/s]
Epoch 0: |          | 4582/? [34:10<00:00,  2.23it/s]
Epoch 0: |          | 4582/? [34:10<00:00,  2.23it/s]
Epoch 0: |          | 4583/? [34:10<00:00,  2.23it/s]
Epoch 0: |          | 4583/? [34:10<00:00,  2.23it/s]
Epoch 0: |          | 4584/? [34:11<00:00,  2.23it/s]
Epoch 0: |          | 4584/? [34:11<00:00,  2.23it/s]
Epoch 0: |          | 4585/? [34:11<00:00,  2.23it/s]
Epoch 0: |          | 4585/? [34:11<00:00,  2.23it/s]
Epoch 0: |          | 4586/? [34:11<00:00,  2.23it/s]
Epoch 0: |          | 4586/? [34:11<00:00,  2.23it/s]
Epoch 0: |          | 4587/? [34:12<00:00,  2.23it/s]
Epoch 0: |          | 4587/? [34:12<00:00,  2.23it/s]
Epoch 0: |          | 4588/? [34:12<00:00,  2.24it/s]
Epoch 0: |          | 4588/? [34:12<00:00,  2.24it/s]
Epoch 0: |          | 4589/? [34:13<00:00,  2.24it/s]
Epoch 0: |          | 4589/? [34:13<00:00,  2.24it/s]
Epoch 0: |          | 4590/? [34:13<00:00,  2.24it/s]
Epoch 0: |          | 4590/? [34:13<00:00,  2.24it/s]
Epoch 0: |          | 4591/? [34:13<00:00,  2.24it/s]
Epoch 0: |          | 4591/? [34:13<00:00,  2.24it/s]
Epoch 0: |          | 4592/? [34:14<00:00,  2.24it/s]
Epoch 0: |          | 4592/? [34:14<00:00,  2.24it/s]
Epoch 0: |          | 4593/? [34:14<00:00,  2.24it/s]
Epoch 0: |          | 4593/? [34:14<00:00,  2.24it/s]
Epoch 0: |          | 4594/? [34:15<00:00,  2.24it/s]
Epoch 0: |          | 4594/? [34:15<00:00,  2.24it/s]
Epoch 0: |          | 4595/? [34:15<00:00,  2.24it/s]
Epoch 0: |          | 4595/? [34:15<00:00,  2.24it/s]
Epoch 0: |          | 4596/? [34:15<00:00,  2.24it/s]
Epoch 0: |          | 4596/? [34:15<00:00,  2.24it/s]
Epoch 0: |          | 4597/? [34:16<00:00,  2.24it/s]
Epoch 0: |          | 4597/? [34:16<00:00,  2.24it/s]
Epoch 0: |          | 4598/? [34:16<00:00,  2.24it/s]
Epoch 0: |          | 4598/? [34:16<00:00,  2.24it/s]
Epoch 0: |          | 4599/? [34:16<00:00,  2.24it/s]
Epoch 0: |          | 4599/? [34:16<00:00,  2.24it/s]
Epoch 0: |          | 4600/? [34:17<00:00,  2.24it/s]
Epoch 0: |          | 4600/? [34:17<00:00,  2.24it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  8.37it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.21it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.27it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.47it/s]

Epoch 0: |          | 4600/? [34:17<00:00,  2.24it/s]
Epoch 0: |          | 4601/? [34:18<00:00,  2.24it/s]
Epoch 0: |          | 4601/? [34:18<00:00,  2.24it/s]
Epoch 0: |          | 4602/? [34:18<00:00,  2.24it/s]
Epoch 0: |          | 4602/? [34:18<00:00,  2.24it/s]
Epoch 0: |          | 4603/? [34:18<00:00,  2.24it/s]
Epoch 0: |          | 4603/? [34:18<00:00,  2.24it/s]
Epoch 0: |          | 4604/? [34:19<00:00,  2.24it/s]
Epoch 0: |          | 4604/? [34:19<00:00,  2.24it/s]
Epoch 0: |          | 4605/? [34:19<00:00,  2.24it/s]
Epoch 0: |          | 4605/? [34:19<00:00,  2.24it/s]
Epoch 0: |          | 4606/? [34:20<00:00,  2.24it/s]
Epoch 0: |          | 4606/? [34:20<00:00,  2.24it/s]
Epoch 0: |          | 4607/? [34:20<00:00,  2.24it/s]
Epoch 0: |          | 4607/? [34:20<00:00,  2.24it/s]
Epoch 0: |          | 4608/? [34:20<00:00,  2.24it/s]
Epoch 0: |          | 4608/? [34:20<00:00,  2.24it/s]
Epoch 0: |          | 4609/? [34:21<00:00,  2.24it/s]
Epoch 0: |          | 4609/? [34:21<00:00,  2.24it/s]
Epoch 0: |          | 4610/? [34:21<00:00,  2.24it/s]
Epoch 0: |          | 4610/? [34:21<00:00,  2.24it/s]
Epoch 0: |          | 4611/? [34:22<00:00,  2.24it/s]
Epoch 0: |          | 4611/? [34:22<00:00,  2.24it/s]
Epoch 0: |          | 4612/? [34:22<00:00,  2.24it/s]
Epoch 0: |          | 4612/? [34:22<00:00,  2.24it/s]
Epoch 0: |          | 4613/? [34:22<00:00,  2.24it/s]
Epoch 0: |          | 4613/? [34:22<00:00,  2.24it/s]
Epoch 0: |          | 4614/? [34:23<00:00,  2.24it/s]
Epoch 0: |          | 4614/? [34:23<00:00,  2.24it/s]
Epoch 0: |          | 4615/? [34:23<00:00,  2.24it/s]
Epoch 0: |          | 4615/? [34:23<00:00,  2.24it/s]
Epoch 0: |          | 4616/? [34:23<00:00,  2.24it/s]
Epoch 0: |          | 4616/? [34:23<00:00,  2.24it/s]
Epoch 0: |          | 4617/? [34:24<00:00,  2.24it/s]
Epoch 0: |          | 4617/? [34:24<00:00,  2.24it/s]
Epoch 0: |          | 4618/? [34:24<00:00,  2.24it/s]
Epoch 0: |          | 4618/? [34:24<00:00,  2.24it/s]
Epoch 0: |          | 4619/? [34:25<00:00,  2.24it/s]
Epoch 0: |          | 4619/? [34:25<00:00,  2.24it/s]
Epoch 0: |          | 4620/? [34:25<00:00,  2.24it/s]
Epoch 0: |          | 4620/? [34:25<00:00,  2.24it/s]
Epoch 0: |          | 4621/? [34:25<00:00,  2.24it/s]
Epoch 0: |          | 4621/? [34:25<00:00,  2.24it/s]
Epoch 0: |          | 4622/? [34:26<00:00,  2.24it/s]
Epoch 0: |          | 4622/? [34:26<00:00,  2.24it/s]
Epoch 0: |          | 4623/? [34:26<00:00,  2.24it/s]
Epoch 0: |          | 4623/? [34:26<00:00,  2.24it/s]
Epoch 0: |          | 4624/? [34:26<00:00,  2.24it/s]
Epoch 0: |          | 4624/? [34:26<00:00,  2.24it/s]
Epoch 0: |          | 4625/? [34:27<00:00,  2.24it/s]
Epoch 0: |          | 4625/? [34:27<00:00,  2.24it/s]
Epoch 0: |          | 4626/? [34:27<00:00,  2.24it/s]
Epoch 0: |          | 4626/? [34:27<00:00,  2.24it/s]
Epoch 0: |          | 4627/? [34:28<00:00,  2.24it/s]
Epoch 0: |          | 4627/? [34:28<00:00,  2.24it/s]
Epoch 0: |          | 4628/? [34:28<00:00,  2.24it/s]
Epoch 0: |          | 4628/? [34:28<00:00,  2.24it/s]
Epoch 0: |          | 4629/? [34:28<00:00,  2.24it/s]
Epoch 0: |          | 4629/? [34:28<00:00,  2.24it/s]
Epoch 0: |          | 4630/? [34:29<00:00,  2.24it/s]
Epoch 0: |          | 4630/? [34:29<00:00,  2.24it/s]
Epoch 0: |          | 4631/? [34:29<00:00,  2.24it/s]
Epoch 0: |          | 4631/? [34:29<00:00,  2.24it/s]
Epoch 0: |          | 4632/? [34:30<00:00,  2.24it/s]
Epoch 0: |          | 4632/? [34:30<00:00,  2.24it/s]
Epoch 0: |          | 4633/? [34:30<00:00,  2.24it/s]
Epoch 0: |          | 4633/? [34:30<00:00,  2.24it/s]
Epoch 0: |          | 4634/? [34:30<00:00,  2.24it/s]
Epoch 0: |          | 4634/? [34:30<00:00,  2.24it/s]
Epoch 0: |          | 4635/? [34:31<00:00,  2.24it/s]
Epoch 0: |          | 4635/? [34:31<00:00,  2.24it/s]
Epoch 0: |          | 4636/? [34:31<00:00,  2.24it/s]
Epoch 0: |          | 4636/? [34:31<00:00,  2.24it/s]
Epoch 0: |          | 4637/? [34:31<00:00,  2.24it/s]
Epoch 0: |          | 4637/? [34:31<00:00,  2.24it/s]
Epoch 0: |          | 4638/? [34:32<00:00,  2.24it/s]
Epoch 0: |          | 4638/? [34:32<00:00,  2.24it/s]
Epoch 0: |          | 4639/? [34:32<00:00,  2.24it/s]
Epoch 0: |          | 4639/? [34:32<00:00,  2.24it/s]
Epoch 0: |          | 4640/? [34:33<00:00,  2.24it/s]
Epoch 0: |          | 4640/? [34:33<00:00,  2.24it/s]
Epoch 0: |          | 4641/? [34:33<00:00,  2.24it/s]
Epoch 0: |          | 4641/? [34:33<00:00,  2.24it/s]
Epoch 0: |          | 4642/? [34:33<00:00,  2.24it/s]
Epoch 0: |          | 4642/? [34:33<00:00,  2.24it/s]
Epoch 0: |          | 4643/? [34:34<00:00,  2.24it/s]
Epoch 0: |          | 4643/? [34:34<00:00,  2.24it/s]
Epoch 0: |          | 4644/? [34:34<00:00,  2.24it/s]
Epoch 0: |          | 4644/? [34:34<00:00,  2.24it/s]
Epoch 0: |          | 4645/? [34:35<00:00,  2.24it/s]
Epoch 0: |          | 4645/? [34:35<00:00,  2.24it/s]
Epoch 0: |          | 4646/? [34:35<00:00,  2.24it/s]
Epoch 0: |          | 4646/? [34:35<00:00,  2.24it/s]
Epoch 0: |          | 4647/? [34:35<00:00,  2.24it/s]
Epoch 0: |          | 4647/? [34:35<00:00,  2.24it/s]
Epoch 0: |          | 4648/? [34:36<00:00,  2.24it/s]
Epoch 0: |          | 4648/? [34:36<00:00,  2.24it/s]
Epoch 0: |          | 4649/? [34:36<00:00,  2.24it/s]
Epoch 0: |          | 4649/? [34:36<00:00,  2.24it/s]
Epoch 0: |          | 4650/? [34:36<00:00,  2.24it/s]
Epoch 0: |          | 4650/? [34:36<00:00,  2.24it/s]
Epoch 0: |          | 4651/? [34:37<00:00,  2.24it/s]
Epoch 0: |          | 4651/? [34:37<00:00,  2.24it/s]
Epoch 0: |          | 4652/? [34:37<00:00,  2.24it/s]
Epoch 0: |          | 4652/? [34:37<00:00,  2.24it/s]
Epoch 0: |          | 4653/? [34:38<00:00,  2.24it/s]
Epoch 0: |          | 4653/? [34:38<00:00,  2.24it/s]
Epoch 0: |          | 4654/? [34:38<00:00,  2.24it/s]
Epoch 0: |          | 4654/? [34:38<00:00,  2.24it/s]
Epoch 0: |          | 4655/? [34:38<00:00,  2.24it/s]
Epoch 0: |          | 4655/? [34:38<00:00,  2.24it/s]
Epoch 0: |          | 4656/? [34:39<00:00,  2.24it/s]
Epoch 0: |          | 4656/? [34:39<00:00,  2.24it/s]
Epoch 0: |          | 4657/? [34:39<00:00,  2.24it/s]
Epoch 0: |          | 4657/? [34:39<00:00,  2.24it/s]
Epoch 0: |          | 4658/? [34:40<00:00,  2.24it/s]
Epoch 0: |          | 4658/? [34:40<00:00,  2.24it/s]
Epoch 0: |          | 4659/? [34:40<00:00,  2.24it/s]
Epoch 0: |          | 4659/? [34:40<00:00,  2.24it/s]
Epoch 0: |          | 4660/? [34:40<00:00,  2.24it/s]
Epoch 0: |          | 4660/? [34:40<00:00,  2.24it/s]
Epoch 0: |          | 4661/? [34:41<00:00,  2.24it/s]
Epoch 0: |          | 4661/? [34:41<00:00,  2.24it/s]
Epoch 0: |          | 4662/? [34:41<00:00,  2.24it/s]
Epoch 0: |          | 4662/? [34:41<00:00,  2.24it/s]
Epoch 0: |          | 4663/? [34:42<00:00,  2.24it/s]
Epoch 0: |          | 4663/? [34:42<00:00,  2.24it/s]
Epoch 0: |          | 4664/? [34:42<00:00,  2.24it/s]
Epoch 0: |          | 4664/? [34:42<00:00,  2.24it/s]
Epoch 0: |          | 4665/? [34:42<00:00,  2.24it/s]
Epoch 0: |          | 4665/? [34:42<00:00,  2.24it/s]
Epoch 0: |          | 4666/? [34:43<00:00,  2.24it/s]
Epoch 0: |          | 4666/? [34:43<00:00,  2.24it/s]
Epoch 0: |          | 4667/? [34:43<00:00,  2.24it/s]
Epoch 0: |          | 4667/? [34:43<00:00,  2.24it/s]
Epoch 0: |          | 4668/? [34:43<00:00,  2.24it/s]
Epoch 0: |          | 4668/? [34:43<00:00,  2.24it/s]
Epoch 0: |          | 4669/? [34:44<00:00,  2.24it/s]
Epoch 0: |          | 4669/? [34:44<00:00,  2.24it/s]
Epoch 0: |          | 4670/? [34:44<00:00,  2.24it/s]
Epoch 0: |          | 4670/? [34:44<00:00,  2.24it/s]
Epoch 0: |          | 4671/? [34:45<00:00,  2.24it/s]
Epoch 0: |          | 4671/? [34:45<00:00,  2.24it/s]
Epoch 0: |          | 4672/? [34:45<00:00,  2.24it/s]
Epoch 0: |          | 4672/? [34:45<00:00,  2.24it/s]
Epoch 0: |          | 4673/? [34:45<00:00,  2.24it/s]
Epoch 0: |          | 4673/? [34:45<00:00,  2.24it/s]
Epoch 0: |          | 4674/? [34:46<00:00,  2.24it/s]
Epoch 0: |          | 4674/? [34:46<00:00,  2.24it/s]
Epoch 0: |          | 4675/? [34:46<00:00,  2.24it/s]
Epoch 0: |          | 4675/? [34:46<00:00,  2.24it/s]
Epoch 0: |          | 4676/? [34:47<00:00,  2.24it/s]
Epoch 0: |          | 4676/? [34:47<00:00,  2.24it/s]
Epoch 0: |          | 4677/? [34:47<00:00,  2.24it/s]
Epoch 0: |          | 4677/? [34:47<00:00,  2.24it/s]
Epoch 0: |          | 4678/? [34:47<00:00,  2.24it/s]
Epoch 0: |          | 4678/? [34:47<00:00,  2.24it/s]
Epoch 0: |          | 4679/? [34:48<00:00,  2.24it/s]
Epoch 0: |          | 4679/? [34:48<00:00,  2.24it/s]
Epoch 0: |          | 4680/? [34:48<00:00,  2.24it/s]
Epoch 0: |          | 4680/? [34:48<00:00,  2.24it/s]
Epoch 0: |          | 4681/? [34:48<00:00,  2.24it/s]
Epoch 0: |          | 4681/? [34:48<00:00,  2.24it/s]
Epoch 0: |          | 4682/? [34:49<00:00,  2.24it/s]
Epoch 0: |          | 4682/? [34:49<00:00,  2.24it/s]
Epoch 0: |          | 4683/? [34:49<00:00,  2.24it/s]
Epoch 0: |          | 4683/? [34:49<00:00,  2.24it/s]
Epoch 0: |          | 4684/? [34:50<00:00,  2.24it/s]
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Epoch 0: |          | 4701/? [34:56<00:00,  2.24it/s]
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Epoch 0: |          | 4706/? [34:58<00:00,  2.24it/s]
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Epoch 0: |          | 4707/? [34:58<00:00,  2.24it/s]
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Epoch 0: |          | 4708/? [34:59<00:00,  2.24it/s]
Epoch 0: |          | 4708/? [34:59<00:00,  2.24it/s]
Epoch 0: |          | 4709/? [34:59<00:00,  2.24it/s]
Epoch 0: |          | 4709/? [34:59<00:00,  2.24it/s]
Epoch 0: |          | 4710/? [35:00<00:00,  2.24it/s]
Epoch 0: |          | 4710/? [35:00<00:00,  2.24it/s]
Epoch 0: |          | 4711/? [35:00<00:00,  2.24it/s]
Epoch 0: |          | 4711/? [35:00<00:00,  2.24it/s]
Epoch 0: |          | 4712/? [35:00<00:00,  2.24it/s]
Epoch 0: |          | 4712/? [35:00<00:00,  2.24it/s]
Epoch 0: |          | 4713/? [35:01<00:00,  2.24it/s]
Epoch 0: |          | 4713/? [35:01<00:00,  2.24it/s]
Epoch 0: |          | 4714/? [35:01<00:00,  2.24it/s]
Epoch 0: |          | 4714/? [35:01<00:00,  2.24it/s]
Epoch 0: |          | 4715/? [35:02<00:00,  2.24it/s]
Epoch 0: |          | 4715/? [35:02<00:00,  2.24it/s]
Epoch 0: |          | 4716/? [35:02<00:00,  2.24it/s]
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Epoch 0: |          | 4717/? [35:02<00:00,  2.24it/s]
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Epoch 0: |          | 4718/? [35:03<00:00,  2.24it/s]
Epoch 0: |          | 4718/? [35:03<00:00,  2.24it/s]
Epoch 0: |          | 4719/? [35:03<00:00,  2.24it/s]
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Epoch 0: |          | 4720/? [35:03<00:00,  2.24it/s]
Epoch 0: |          | 4720/? [35:03<00:00,  2.24it/s]
Epoch 0: |          | 4721/? [35:04<00:00,  2.24it/s]
Epoch 0: |          | 4721/? [35:04<00:00,  2.24it/s]
Epoch 0: |          | 4722/? [35:04<00:00,  2.24it/s]
Epoch 0: |          | 4722/? [35:04<00:00,  2.24it/s]
Epoch 0: |          | 4723/? [35:05<00:00,  2.24it/s]
Epoch 0: |          | 4723/? [35:05<00:00,  2.24it/s]
Epoch 0: |          | 4724/? [35:05<00:00,  2.24it/s]
Epoch 0: |          | 4724/? [35:05<00:00,  2.24it/s]
Epoch 0: |          | 4725/? [35:05<00:00,  2.24it/s]
Epoch 0: |          | 4725/? [35:05<00:00,  2.24it/s]
Epoch 0: |          | 4726/? [35:06<00:00,  2.24it/s]
Epoch 0: |          | 4726/? [35:06<00:00,  2.24it/s]
Epoch 0: |          | 4727/? [35:06<00:00,  2.24it/s]
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Epoch 0: |          | 4728/? [35:06<00:00,  2.24it/s]
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Epoch 0: |          | 4729/? [35:07<00:00,  2.24it/s]
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Epoch 0: |          | 4730/? [35:07<00:00,  2.24it/s]
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Epoch 0: |          | 4731/? [35:08<00:00,  2.24it/s]
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Epoch 0: |          | 4732/? [35:08<00:00,  2.24it/s]
Epoch 0: |          | 4732/? [35:08<00:00,  2.24it/s]
Epoch 0: |          | 4733/? [35:08<00:00,  2.24it/s]
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Epoch 0: |          | 4734/? [35:09<00:00,  2.24it/s]
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Epoch 0: |          | 4735/? [35:09<00:00,  2.24it/s]
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Epoch 0: |          | 4736/? [35:10<00:00,  2.24it/s]
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Epoch 0: |          | 4737/? [35:10<00:00,  2.24it/s]
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Epoch 0: |          | 4738/? [35:10<00:00,  2.24it/s]
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Epoch 0: |          | 4739/? [35:11<00:00,  2.24it/s]
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Epoch 0: |          | 4740/? [35:11<00:00,  2.24it/s]
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Epoch 0: |          | 4741/? [35:11<00:00,  2.24it/s]
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Epoch 0: |          | 4742/? [35:12<00:00,  2.24it/s]
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Epoch 0: |          | 4743/? [35:12<00:00,  2.24it/s]
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Epoch 0: |          | 4744/? [35:13<00:00,  2.25it/s]
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Epoch 0: |          | 4746/? [35:13<00:00,  2.25it/s]
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Epoch 0: |          | 4747/? [35:14<00:00,  2.25it/s]
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Epoch 0: |          | 4750/? [35:15<00:00,  2.25it/s]
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Epoch 0: |          | 4751/? [35:15<00:00,  2.25it/s]
Epoch 0: |          | 4751/? [35:15<00:00,  2.25it/s]
Epoch 0: |          | 4752/? [35:16<00:00,  2.25it/s]
Epoch 0: |          | 4752/? [35:16<00:00,  2.25it/s]
Epoch 0: |          | 4753/? [35:16<00:00,  2.25it/s]
Epoch 0: |          | 4753/? [35:16<00:00,  2.25it/s]
Epoch 0: |          | 4754/? [35:16<00:00,  2.25it/s]
Epoch 0: |          | 4754/? [35:16<00:00,  2.25it/s]
Epoch 0: |          | 4755/? [35:17<00:00,  2.25it/s]
Epoch 0: |          | 4755/? [35:17<00:00,  2.25it/s]
Epoch 0: |          | 4756/? [35:17<00:00,  2.25it/s]
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Epoch 0: |          | 4757/? [35:18<00:00,  2.25it/s]
Epoch 0: |          | 4757/? [35:18<00:00,  2.25it/s]
Epoch 0: |          | 4758/? [35:18<00:00,  2.25it/s]
Epoch 0: |          | 4758/? [35:18<00:00,  2.25it/s]
Epoch 0: |          | 4759/? [35:18<00:00,  2.25it/s]
Epoch 0: |          | 4759/? [35:18<00:00,  2.25it/s]
Epoch 0: |          | 4760/? [35:19<00:00,  2.25it/s]
Epoch 0: |          | 4760/? [35:19<00:00,  2.25it/s]
Epoch 0: |          | 4761/? [35:19<00:00,  2.25it/s]
Epoch 0: |          | 4761/? [35:19<00:00,  2.25it/s]
Epoch 0: |          | 4762/? [35:19<00:00,  2.25it/s]
Epoch 0: |          | 4762/? [35:19<00:00,  2.25it/s]
Epoch 0: |          | 4763/? [35:20<00:00,  2.25it/s]
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Epoch 0: |          | 4764/? [35:20<00:00,  2.25it/s]
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Epoch 0: |          | 4765/? [35:21<00:00,  2.25it/s]
Epoch 0: |          | 4765/? [35:21<00:00,  2.25it/s]
Epoch 0: |          | 4766/? [35:21<00:00,  2.25it/s]
Epoch 0: |          | 4766/? [35:21<00:00,  2.25it/s]
Epoch 0: |          | 4767/? [35:21<00:00,  2.25it/s]
Epoch 0: |          | 4767/? [35:21<00:00,  2.25it/s]
Epoch 0: |          | 4768/? [35:22<00:00,  2.25it/s]
Epoch 0: |          | 4768/? [35:22<00:00,  2.25it/s]
Epoch 0: |          | 4769/? [35:22<00:00,  2.25it/s]
Epoch 0: |          | 4769/? [35:22<00:00,  2.25it/s]
Epoch 0: |          | 4770/? [35:22<00:00,  2.25it/s]
Epoch 0: |          | 4770/? [35:22<00:00,  2.25it/s]
Epoch 0: |          | 4771/? [35:23<00:00,  2.25it/s]
Epoch 0: |          | 4771/? [35:23<00:00,  2.25it/s]
Epoch 0: |          | 4772/? [35:23<00:00,  2.25it/s]
Epoch 0: |          | 4772/? [35:23<00:00,  2.25it/s]
Epoch 0: |          | 4773/? [35:24<00:00,  2.25it/s]
Epoch 0: |          | 4773/? [35:24<00:00,  2.25it/s]
Epoch 0: |          | 4774/? [35:24<00:00,  2.25it/s]
Epoch 0: |          | 4774/? [35:24<00:00,  2.25it/s]
Epoch 0: |          | 4775/? [35:24<00:00,  2.25it/s]
Epoch 0: |          | 4775/? [35:24<00:00,  2.25it/s]
Epoch 0: |          | 4776/? [35:25<00:00,  2.25it/s]
Epoch 0: |          | 4776/? [35:25<00:00,  2.25it/s]
Epoch 0: |          | 4777/? [35:25<00:00,  2.25it/s]
Epoch 0: |          | 4777/? [35:25<00:00,  2.25it/s]
Epoch 0: |          | 4778/? [35:25<00:00,  2.25it/s]
Epoch 0: |          | 4778/? [35:25<00:00,  2.25it/s]
Epoch 0: |          | 4779/? [35:26<00:00,  2.25it/s]
Epoch 0: |          | 4779/? [35:26<00:00,  2.25it/s]
Epoch 0: |          | 4780/? [35:26<00:00,  2.25it/s]
Epoch 0: |          | 4780/? [35:26<00:00,  2.25it/s]
Epoch 0: |          | 4781/? [35:27<00:00,  2.25it/s]
Epoch 0: |          | 4781/? [35:27<00:00,  2.25it/s]
Epoch 0: |          | 4782/? [35:27<00:00,  2.25it/s]
Epoch 0: |          | 4782/? [35:27<00:00,  2.25it/s]
Epoch 0: |          | 4783/? [35:27<00:00,  2.25it/s]
Epoch 0: |          | 4783/? [35:27<00:00,  2.25it/s]
Epoch 0: |          | 4784/? [35:28<00:00,  2.25it/s]
Epoch 0: |          | 4784/? [35:28<00:00,  2.25it/s]
Epoch 0: |          | 4785/? [35:28<00:00,  2.25it/s]
Epoch 0: |          | 4785/? [35:28<00:00,  2.25it/s]
Epoch 0: |          | 4786/? [35:29<00:00,  2.25it/s]
Epoch 0: |          | 4786/? [35:29<00:00,  2.25it/s]
Epoch 0: |          | 4787/? [35:29<00:00,  2.25it/s]
Epoch 0: |          | 4787/? [35:29<00:00,  2.25it/s]
Epoch 0: |          | 4788/? [35:29<00:00,  2.25it/s]
Epoch 0: |          | 4788/? [35:29<00:00,  2.25it/s]
Epoch 0: |          | 4789/? [35:30<00:00,  2.25it/s]
Epoch 0: |          | 4789/? [35:30<00:00,  2.25it/s]
Epoch 0: |          | 4790/? [35:30<00:00,  2.25it/s]
Epoch 0: |          | 4790/? [35:30<00:00,  2.25it/s]
Epoch 0: |          | 4791/? [35:30<00:00,  2.25it/s]
Epoch 0: |          | 4791/? [35:30<00:00,  2.25it/s]
Epoch 0: |          | 4792/? [35:31<00:00,  2.25it/s]
Epoch 0: |          | 4792/? [35:31<00:00,  2.25it/s]
Epoch 0: |          | 4793/? [35:31<00:00,  2.25it/s]
Epoch 0: |          | 4793/? [35:31<00:00,  2.25it/s]
Epoch 0: |          | 4794/? [35:32<00:00,  2.25it/s]
Epoch 0: |          | 4794/? [35:32<00:00,  2.25it/s]
Epoch 0: |          | 4795/? [35:32<00:00,  2.25it/s]
Epoch 0: |          | 4795/? [35:32<00:00,  2.25it/s]
Epoch 0: |          | 4796/? [35:32<00:00,  2.25it/s]
Epoch 0: |          | 4796/? [35:32<00:00,  2.25it/s]
Epoch 0: |          | 4797/? [35:33<00:00,  2.25it/s]
Epoch 0: |          | 4797/? [35:33<00:00,  2.25it/s]
Epoch 0: |          | 4798/? [35:33<00:00,  2.25it/s]
Epoch 0: |          | 4798/? [35:33<00:00,  2.25it/s]
Epoch 0: |          | 4799/? [35:34<00:00,  2.25it/s]
Epoch 0: |          | 4799/? [35:34<00:00,  2.25it/s]
Epoch 0: |          | 4800/? [35:34<00:00,  2.25it/s]
Epoch 0: |          | 4800/? [35:34<00:00,  2.25it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  8.41it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.40it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.37it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.54it/s]

Epoch 0: |          | 4800/? [35:34<00:00,  2.25it/s]
Epoch 0: |          | 4801/? [35:35<00:00,  2.25it/s]
Epoch 0: |          | 4801/? [35:35<00:00,  2.25it/s]
Epoch 0: |          | 4802/? [35:35<00:00,  2.25it/s]
Epoch 0: |          | 4802/? [35:35<00:00,  2.25it/s]
Epoch 0: |          | 4803/? [35:36<00:00,  2.25it/s]
Epoch 0: |          | 4803/? [35:36<00:00,  2.25it/s]
Epoch 0: |          | 4804/? [35:36<00:00,  2.25it/s]
Epoch 0: |          | 4804/? [35:36<00:00,  2.25it/s]
Epoch 0: |          | 4805/? [35:36<00:00,  2.25it/s]
Epoch 0: |          | 4805/? [35:36<00:00,  2.25it/s]
Epoch 0: |          | 4806/? [35:37<00:00,  2.25it/s]
Epoch 0: |          | 4806/? [35:37<00:00,  2.25it/s]
Epoch 0: |          | 4807/? [35:37<00:00,  2.25it/s]
Epoch 0: |          | 4807/? [35:37<00:00,  2.25it/s]
Epoch 0: |          | 4808/? [35:37<00:00,  2.25it/s]
Epoch 0: |          | 4808/? [35:37<00:00,  2.25it/s]
Epoch 0: |          | 4809/? [35:38<00:00,  2.25it/s]
Epoch 0: |          | 4809/? [35:38<00:00,  2.25it/s]
Epoch 0: |          | 4810/? [35:38<00:00,  2.25it/s]
Epoch 0: |          | 4810/? [35:38<00:00,  2.25it/s]
Epoch 0: |          | 4811/? [35:39<00:00,  2.25it/s]
Epoch 0: |          | 4811/? [35:39<00:00,  2.25it/s]
Epoch 0: |          | 4812/? [35:39<00:00,  2.25it/s]
Epoch 0: |          | 4812/? [35:39<00:00,  2.25it/s]
Epoch 0: |          | 4813/? [35:39<00:00,  2.25it/s]
Epoch 0: |          | 4813/? [35:39<00:00,  2.25it/s]
Epoch 0: |          | 4814/? [35:40<00:00,  2.25it/s]
Epoch 0: |          | 4814/? [35:40<00:00,  2.25it/s]
Epoch 0: |          | 4815/? [35:40<00:00,  2.25it/s]
Epoch 0: |          | 4815/? [35:40<00:00,  2.25it/s]
Epoch 0: |          | 4816/? [35:40<00:00,  2.25it/s]
Epoch 0: |          | 4816/? [35:40<00:00,  2.25it/s]
Epoch 0: |          | 4817/? [35:41<00:00,  2.25it/s]
Epoch 0: |          | 4817/? [35:41<00:00,  2.25it/s]
Epoch 0: |          | 4818/? [35:41<00:00,  2.25it/s]
Epoch 0: |          | 4818/? [35:41<00:00,  2.25it/s]
Epoch 0: |          | 4819/? [35:42<00:00,  2.25it/s]
Epoch 0: |          | 4819/? [35:42<00:00,  2.25it/s]
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Epoch 0: |          | 4852/? [35:54<00:00,  2.25it/s]
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Epoch 0: |          | 4854/? [35:55<00:00,  2.25it/s]
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Epoch 0: |          | 4856/? [35:56<00:00,  2.25it/s]
Epoch 0: |          | 4856/? [35:56<00:00,  2.25it/s]
Epoch 0: |          | 4857/? [35:56<00:00,  2.25it/s]
Epoch 0: |          | 4857/? [35:56<00:00,  2.25it/s]
Epoch 0: |          | 4858/? [35:56<00:00,  2.25it/s]
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Epoch 0: |          | 4861/? [35:58<00:00,  2.25it/s]
Epoch 0: |          | 4862/? [35:58<00:00,  2.25it/s]
Epoch 0: |          | 4862/? [35:58<00:00,  2.25it/s]
Epoch 0: |          | 4863/? [35:58<00:00,  2.25it/s]
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Epoch 0: |          | 4864/? [35:59<00:00,  2.25it/s]
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Epoch 0: |          | 4865/? [35:59<00:00,  2.25it/s]
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Epoch 0: |          | 4866/? [35:59<00:00,  2.25it/s]
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Epoch 0: |          | 4867/? [36:00<00:00,  2.25it/s]
Epoch 0: |          | 4867/? [36:00<00:00,  2.25it/s]
Epoch 0: |          | 4868/? [36:00<00:00,  2.25it/s]
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Epoch 0: |          | 4869/? [36:01<00:00,  2.25it/s]
Epoch 0: |          | 4869/? [36:01<00:00,  2.25it/s]
Epoch 0: |          | 4870/? [36:01<00:00,  2.25it/s]
Epoch 0: |          | 4870/? [36:01<00:00,  2.25it/s]
Epoch 0: |          | 4871/? [36:01<00:00,  2.25it/s]
Epoch 0: |          | 4871/? [36:01<00:00,  2.25it/s]
Epoch 0: |          | 4872/? [36:02<00:00,  2.25it/s]
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Epoch 0: |          | 4873/? [36:02<00:00,  2.25it/s]
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Epoch 0: |          | 4874/? [36:02<00:00,  2.25it/s]
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Epoch 0: |          | 4875/? [36:03<00:00,  2.25it/s]
Epoch 0: |          | 4875/? [36:03<00:00,  2.25it/s]
Epoch 0: |          | 4876/? [36:03<00:00,  2.25it/s]
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Epoch 0: |          | 4877/? [36:04<00:00,  2.25it/s]
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Epoch 0: |          | 4878/? [36:04<00:00,  2.25it/s]
Epoch 0: |          | 4878/? [36:04<00:00,  2.25it/s]
Epoch 0: |          | 4879/? [36:04<00:00,  2.25it/s]
Epoch 0: |          | 4879/? [36:04<00:00,  2.25it/s]
Epoch 0: |          | 4880/? [36:05<00:00,  2.25it/s]
Epoch 0: |          | 4880/? [36:05<00:00,  2.25it/s]
Epoch 0: |          | 4881/? [36:05<00:00,  2.25it/s]
Epoch 0: |          | 4881/? [36:05<00:00,  2.25it/s]
Epoch 0: |          | 4882/? [36:06<00:00,  2.25it/s]
Epoch 0: |          | 4882/? [36:06<00:00,  2.25it/s]
Epoch 0: |          | 4883/? [36:06<00:00,  2.25it/s]
Epoch 0: |          | 4883/? [36:06<00:00,  2.25it/s]
Epoch 0: |          | 4884/? [36:06<00:00,  2.25it/s]
Epoch 0: |          | 4884/? [36:06<00:00,  2.25it/s]
Epoch 0: |          | 4885/? [36:07<00:00,  2.25it/s]
Epoch 0: |          | 4885/? [36:07<00:00,  2.25it/s]
Epoch 0: |          | 4886/? [36:07<00:00,  2.25it/s]
Epoch 0: |          | 4886/? [36:07<00:00,  2.25it/s]
Epoch 0: |          | 4887/? [36:07<00:00,  2.25it/s]
Epoch 0: |          | 4887/? [36:07<00:00,  2.25it/s]
Epoch 0: |          | 4888/? [36:08<00:00,  2.25it/s]
Epoch 0: |          | 4888/? [36:08<00:00,  2.25it/s]
Epoch 0: |          | 4889/? [36:08<00:00,  2.25it/s]
Epoch 0: |          | 4889/? [36:08<00:00,  2.25it/s]
Epoch 0: |          | 4890/? [36:09<00:00,  2.25it/s]
Epoch 0: |          | 4890/? [36:09<00:00,  2.25it/s]
Epoch 0: |          | 4891/? [36:09<00:00,  2.25it/s]
Epoch 0: |          | 4891/? [36:09<00:00,  2.25it/s]
Epoch 0: |          | 4892/? [36:09<00:00,  2.25it/s]
Epoch 0: |          | 4892/? [36:09<00:00,  2.25it/s]
Epoch 0: |          | 4893/? [36:10<00:00,  2.25it/s]
Epoch 0: |          | 4893/? [36:10<00:00,  2.25it/s]
Epoch 0: |          | 4894/? [36:10<00:00,  2.25it/s]
Epoch 0: |          | 4894/? [36:10<00:00,  2.25it/s]
Epoch 0: |          | 4895/? [36:10<00:00,  2.25it/s]
Epoch 0: |          | 4895/? [36:10<00:00,  2.25it/s]
Epoch 0: |          | 4896/? [36:11<00:00,  2.25it/s]
Epoch 0: |          | 4896/? [36:11<00:00,  2.25it/s]
Epoch 0: |          | 4897/? [36:11<00:00,  2.25it/s]
Epoch 0: |          | 4897/? [36:11<00:00,  2.25it/s]
Epoch 0: |          | 4898/? [36:12<00:00,  2.25it/s]
Epoch 0: |          | 4898/? [36:12<00:00,  2.25it/s]
Epoch 0: |          | 4899/? [36:12<00:00,  2.26it/s]
Epoch 0: |          | 4899/? [36:12<00:00,  2.26it/s]
Epoch 0: |          | 4900/? [36:12<00:00,  2.26it/s]
Epoch 0: |          | 4900/? [36:12<00:00,  2.26it/s]
Epoch 0: |          | 4901/? [36:13<00:00,  2.26it/s]
Epoch 0: |          | 4901/? [36:13<00:00,  2.26it/s]
Epoch 0: |          | 4902/? [36:13<00:00,  2.26it/s]
Epoch 0: |          | 4902/? [36:13<00:00,  2.26it/s]
Epoch 0: |          | 4903/? [36:14<00:00,  2.26it/s]
Epoch 0: |          | 4903/? [36:14<00:00,  2.26it/s]
Epoch 0: |          | 4904/? [36:14<00:00,  2.26it/s]
Epoch 0: |          | 4904/? [36:14<00:00,  2.26it/s]
Epoch 0: |          | 4905/? [36:14<00:00,  2.26it/s]
Epoch 0: |          | 4905/? [36:14<00:00,  2.26it/s]
Epoch 0: |          | 4906/? [36:15<00:00,  2.26it/s]
Epoch 0: |          | 4906/? [36:15<00:00,  2.26it/s]
Epoch 0: |          | 4907/? [36:15<00:00,  2.26it/s]
Epoch 0: |          | 4907/? [36:15<00:00,  2.26it/s]
Epoch 0: |          | 4908/? [36:15<00:00,  2.26it/s]
Epoch 0: |          | 4908/? [36:15<00:00,  2.26it/s]
Epoch 0: |          | 4909/? [36:16<00:00,  2.26it/s]
Epoch 0: |          | 4909/? [36:16<00:00,  2.26it/s]
Epoch 0: |          | 4910/? [36:16<00:00,  2.26it/s]
Epoch 0: |          | 4910/? [36:16<00:00,  2.26it/s]
Epoch 0: |          | 4911/? [36:17<00:00,  2.26it/s]
Epoch 0: |          | 4911/? [36:17<00:00,  2.26it/s]
Epoch 0: |          | 4912/? [36:17<00:00,  2.26it/s]
Epoch 0: |          | 4912/? [36:17<00:00,  2.26it/s]
Epoch 0: |          | 4913/? [36:17<00:00,  2.26it/s]
Epoch 0: |          | 4913/? [36:17<00:00,  2.26it/s]
Epoch 0: |          | 4914/? [36:18<00:00,  2.26it/s]
Epoch 0: |          | 4914/? [36:18<00:00,  2.26it/s]
Epoch 0: |          | 4915/? [36:18<00:00,  2.26it/s]
Epoch 0: |          | 4915/? [36:18<00:00,  2.26it/s]
Epoch 0: |          | 4916/? [36:19<00:00,  2.26it/s]
Epoch 0: |          | 4916/? [36:19<00:00,  2.26it/s]
Epoch 0: |          | 4917/? [36:19<00:00,  2.26it/s]
Epoch 0: |          | 4917/? [36:19<00:00,  2.26it/s]
Epoch 0: |          | 4918/? [36:19<00:00,  2.26it/s]
Epoch 0: |          | 4918/? [36:19<00:00,  2.26it/s]
Epoch 0: |          | 4919/? [36:20<00:00,  2.26it/s]
Epoch 0: |          | 4919/? [36:20<00:00,  2.26it/s]
Epoch 0: |          | 4920/? [36:20<00:00,  2.26it/s]
Epoch 0: |          | 4920/? [36:20<00:00,  2.26it/s]
Epoch 0: |          | 4921/? [36:20<00:00,  2.26it/s]
Epoch 0: |          | 4921/? [36:20<00:00,  2.26it/s]
Epoch 0: |          | 4922/? [36:21<00:00,  2.26it/s]
Epoch 0: |          | 4922/? [36:21<00:00,  2.26it/s]
Epoch 0: |          | 4923/? [36:21<00:00,  2.26it/s]
Epoch 0: |          | 4923/? [36:21<00:00,  2.26it/s]
Epoch 0: |          | 4924/? [36:22<00:00,  2.26it/s]
Epoch 0: |          | 4924/? [36:22<00:00,  2.26it/s]
Epoch 0: |          | 4925/? [36:22<00:00,  2.26it/s]
Epoch 0: |          | 4925/? [36:22<00:00,  2.26it/s]
Epoch 0: |          | 4926/? [36:22<00:00,  2.26it/s]
Epoch 0: |          | 4926/? [36:22<00:00,  2.26it/s]
Epoch 0: |          | 4927/? [36:23<00:00,  2.26it/s]
Epoch 0: |          | 4927/? [36:23<00:00,  2.26it/s]
Epoch 0: |          | 4928/? [36:23<00:00,  2.26it/s]
Epoch 0: |          | 4928/? [36:23<00:00,  2.26it/s]
Epoch 0: |          | 4929/? [36:24<00:00,  2.26it/s]
Epoch 0: |          | 4929/? [36:24<00:00,  2.26it/s]
Epoch 0: |          | 4930/? [36:24<00:00,  2.26it/s]
Epoch 0: |          | 4930/? [36:24<00:00,  2.26it/s]
Epoch 0: |          | 4931/? [36:24<00:00,  2.26it/s]
Epoch 0: |          | 4931/? [36:24<00:00,  2.26it/s]
Epoch 0: |          | 4932/? [36:25<00:00,  2.26it/s]
Epoch 0: |          | 4932/? [36:25<00:00,  2.26it/s]
Epoch 0: |          | 4933/? [36:25<00:00,  2.26it/s]
Epoch 0: |          | 4933/? [36:25<00:00,  2.26it/s]
Epoch 0: |          | 4934/? [36:25<00:00,  2.26it/s]
Epoch 0: |          | 4934/? [36:25<00:00,  2.26it/s]
Epoch 0: |          | 4935/? [36:26<00:00,  2.26it/s]
Epoch 0: |          | 4935/? [36:26<00:00,  2.26it/s]
Epoch 0: |          | 4936/? [36:26<00:00,  2.26it/s]
Epoch 0: |          | 4936/? [36:26<00:00,  2.26it/s]
Epoch 0: |          | 4937/? [36:27<00:00,  2.26it/s]
Epoch 0: |          | 4937/? [36:27<00:00,  2.26it/s]
Epoch 0: |          | 4938/? [36:27<00:00,  2.26it/s]
Epoch 0: |          | 4938/? [36:27<00:00,  2.26it/s]
Epoch 0: |          | 4939/? [36:27<00:00,  2.26it/s]
Epoch 0: |          | 4939/? [36:27<00:00,  2.26it/s]
Epoch 0: |          | 4940/? [36:28<00:00,  2.26it/s]
Epoch 0: |          | 4940/? [36:28<00:00,  2.26it/s]
Epoch 0: |          | 4941/? [36:28<00:00,  2.26it/s]
Epoch 0: |          | 4941/? [36:28<00:00,  2.26it/s]
Epoch 0: |          | 4942/? [36:28<00:00,  2.26it/s]
Epoch 0: |          | 4942/? [36:28<00:00,  2.26it/s]
Epoch 0: |          | 4943/? [36:29<00:00,  2.26it/s]
Epoch 0: |          | 4943/? [36:29<00:00,  2.26it/s]
Epoch 0: |          | 4944/? [36:29<00:00,  2.26it/s]
Epoch 0: |          | 4944/? [36:29<00:00,  2.26it/s]
Epoch 0: |          | 4945/? [36:30<00:00,  2.26it/s]
Epoch 0: |          | 4945/? [36:30<00:00,  2.26it/s]
Epoch 0: |          | 4946/? [36:30<00:00,  2.26it/s]
Epoch 0: |          | 4946/? [36:30<00:00,  2.26it/s]
Epoch 0: |          | 4947/? [36:30<00:00,  2.26it/s]
Epoch 0: |          | 4947/? [36:30<00:00,  2.26it/s]
Epoch 0: |          | 4948/? [36:31<00:00,  2.26it/s]
Epoch 0: |          | 4948/? [36:31<00:00,  2.26it/s]
Epoch 0: |          | 4949/? [36:31<00:00,  2.26it/s]
Epoch 0: |          | 4949/? [36:31<00:00,  2.26it/s]
Epoch 0: |          | 4950/? [36:31<00:00,  2.26it/s]
Epoch 0: |          | 4950/? [36:31<00:00,  2.26it/s]
Epoch 0: |          | 4951/? [36:32<00:00,  2.26it/s]
Epoch 0: |          | 4951/? [36:32<00:00,  2.26it/s]
Epoch 0: |          | 4952/? [36:32<00:00,  2.26it/s]
Epoch 0: |          | 4952/? [36:32<00:00,  2.26it/s]
Epoch 0: |          | 4953/? [36:33<00:00,  2.26it/s]
Epoch 0: |          | 4953/? [36:33<00:00,  2.26it/s]
Epoch 0: |          | 4954/? [36:33<00:00,  2.26it/s]
Epoch 0: |          | 4954/? [36:33<00:00,  2.26it/s]
Epoch 0: |          | 4955/? [36:33<00:00,  2.26it/s]
Epoch 0: |          | 4955/? [36:33<00:00,  2.26it/s]
Epoch 0: |          | 4956/? [36:34<00:00,  2.26it/s]
Epoch 0: |          | 4956/? [36:34<00:00,  2.26it/s]
Epoch 0: |          | 4957/? [36:34<00:00,  2.26it/s]
Epoch 0: |          | 4957/? [36:34<00:00,  2.26it/s]
Epoch 0: |          | 4958/? [36:35<00:00,  2.26it/s]
Epoch 0: |          | 4958/? [36:35<00:00,  2.26it/s]
Epoch 0: |          | 4959/? [36:35<00:00,  2.26it/s]
Epoch 0: |          | 4959/? [36:35<00:00,  2.26it/s]
Epoch 0: |          | 4960/? [36:35<00:00,  2.26it/s]
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Epoch 0: |          | 4964/? [36:37<00:00,  2.26it/s]
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Epoch 0: |          | 4969/? [36:39<00:00,  2.26it/s]
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Epoch 0: |          | 4970/? [36:39<00:00,  2.26it/s]
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Epoch 0: |          | 4971/? [36:39<00:00,  2.26it/s]
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Epoch 0: |          | 4972/? [36:40<00:00,  2.26it/s]
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Epoch 0: |          | 4990/? [36:47<00:00,  2.26it/s]
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Epoch 0: |          | 4991/? [36:47<00:00,  2.26it/s]
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Epoch 0: |          | 4992/? [36:48<00:00,  2.26it/s]
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Epoch 0: |          | 4993/? [36:48<00:00,  2.26it/s]
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Epoch 0: |          | 4998/? [36:50<00:00,  2.26it/s]
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Epoch 0: |          | 4999/? [36:50<00:00,  2.26it/s]
Epoch 0: |          | 4999/? [36:50<00:00,  2.26it/s]
Epoch 0: |          | 5000/? [36:51<00:00,  2.26it/s]
Epoch 0: |          | 5000/? [36:51<00:00,  2.26it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  8.64it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.38it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.31it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.46it/s]

Epoch 0: |          | 5000/? [36:51<00:00,  2.26it/s]
Epoch 0: |          | 5001/? [36:51<00:00,  2.26it/s]
Epoch 0: |          | 5001/? [36:51<00:00,  2.26it/s]
Epoch 0: |          | 5002/? [36:52<00:00,  2.26it/s]
Epoch 0: |          | 5002/? [36:52<00:00,  2.26it/s]
Epoch 0: |          | 5003/? [36:52<00:00,  2.26it/s]
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Epoch 0: |          | 5004/? [36:53<00:00,  2.26it/s]
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Epoch 0: |          | 5005/? [36:53<00:00,  2.26it/s]
Epoch 0: |          | 5005/? [36:53<00:00,  2.26it/s]
Epoch 0: |          | 5006/? [36:53<00:00,  2.26it/s]
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Epoch 0: |          | 5007/? [36:54<00:00,  2.26it/s]
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Epoch 0: |          | 5008/? [36:54<00:00,  2.26it/s]
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Epoch 0: |          | 5009/? [36:54<00:00,  2.26it/s]
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Epoch 0: |          | 5010/? [36:55<00:00,  2.26it/s]
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Epoch 0: |          | 5011/? [36:55<00:00,  2.26it/s]
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Epoch 0: |          | 5012/? [36:55<00:00,  2.26it/s]
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Epoch 0: |          | 5013/? [36:56<00:00,  2.26it/s]
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Epoch 0: |          | 5014/? [36:56<00:00,  2.26it/s]
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Epoch 0: |          | 5016/? [36:57<00:00,  2.26it/s]
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Epoch 0: |          | 5019/? [36:58<00:00,  2.26it/s]
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Epoch 0: |          | 5020/? [36:58<00:00,  2.26it/s]
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Epoch 0: |          | 5021/? [36:59<00:00,  2.26it/s]
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Epoch 0: |          | 5022/? [36:59<00:00,  2.26it/s]
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Epoch 0: |          | 5023/? [36:59<00:00,  2.26it/s]
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Epoch 0: |          | 5024/? [37:00<00:00,  2.26it/s]
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Epoch 0: |          | 5025/? [37:00<00:00,  2.26it/s]
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Epoch 0: |          | 5026/? [37:00<00:00,  2.26it/s]
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Epoch 0: |          | 5027/? [37:01<00:00,  2.26it/s]
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Epoch 0: |          | 5028/? [37:01<00:00,  2.26it/s]
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Epoch 0: |          | 5029/? [37:01<00:00,  2.26it/s]
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Epoch 0: |          | 5030/? [37:02<00:00,  2.26it/s]
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Epoch 0: |          | 5031/? [37:02<00:00,  2.26it/s]
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Epoch 0: |          | 5032/? [37:02<00:00,  2.26it/s]
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Epoch 0: |          | 5035/? [37:03<00:00,  2.26it/s]
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Epoch 0: |          | 5036/? [37:04<00:00,  2.26it/s]
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Epoch 0: |          | 5043/? [37:06<00:00,  2.27it/s]
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Epoch 0: |          | 5057/? [37:11<00:00,  2.27it/s]
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Epoch 0: |          | 5063/? [37:12<00:00,  2.27it/s]
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Epoch 0: |          | 5064/? [37:13<00:00,  2.27it/s]
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Epoch 0: |          | 5067/? [37:14<00:00,  2.27it/s]
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Epoch 0: |          | 5068/? [37:14<00:00,  2.27it/s]
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Epoch 0: |          | 5069/? [37:14<00:00,  2.27it/s]
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Epoch 0: |          | 5070/? [37:15<00:00,  2.27it/s]
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Epoch 0: |          | 5071/? [37:15<00:00,  2.27it/s]
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Epoch 0: |          | 5072/? [37:15<00:00,  2.27it/s]
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Epoch 0: |          | 5073/? [37:16<00:00,  2.27it/s]
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Epoch 0: |          | 5074/? [37:16<00:00,  2.27it/s]
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Epoch 0: |          | 5082/? [37:19<00:00,  2.27it/s]
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Epoch 0: |          | 5088/? [37:21<00:00,  2.27it/s]
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Epoch 0: |          | 5091/? [37:22<00:00,  2.27it/s]
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Epoch 0: |          | 5094/? [37:23<00:00,  2.27it/s]
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Epoch 0: |          | 5095/? [37:23<00:00,  2.27it/s]
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Epoch 0: |          | 5110/? [37:28<00:00,  2.27it/s]
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Epoch 0: |          | 5111/? [37:28<00:00,  2.27it/s]
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Epoch 0: |          | 5112/? [37:29<00:00,  2.27it/s]
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Epoch 0: |          | 5113/? [37:29<00:00,  2.27it/s]
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Epoch 0: |          | 5116/? [37:30<00:00,  2.27it/s]
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Epoch 0: |          | 5118/? [37:31<00:00,  2.27it/s]
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Epoch 0: |          | 5119/? [37:31<00:00,  2.27it/s]
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Epoch 0: |          | 5120/? [37:31<00:00,  2.27it/s]
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Epoch 0: |          | 5121/? [37:32<00:00,  2.27it/s]
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Epoch 0: |          | 5125/? [37:33<00:00,  2.27it/s]
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Epoch 0: |          | 5128/? [37:34<00:00,  2.27it/s]
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Epoch 0: |          | 5130/? [37:34<00:00,  2.28it/s]
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Epoch 0: |          | 5131/? [37:35<00:00,  2.28it/s]
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Epoch 0: |          | 5138/? [37:37<00:00,  2.28it/s]
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Epoch 0: |          | 5140/? [37:38<00:00,  2.28it/s]
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Epoch 0: |          | 5141/? [37:38<00:00,  2.28it/s]
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Epoch 0: |          | 5143/? [37:39<00:00,  2.28it/s]
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Epoch 0: |          | 5146/? [37:40<00:00,  2.28it/s]
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Epoch 0: |          | 5159/? [37:44<00:00,  2.28it/s]
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Epoch 0: |          | 5169/? [37:47<00:00,  2.28it/s]
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Epoch 0: |          | 5170/? [37:47<00:00,  2.28it/s]
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Epoch 0: |          | 5171/? [37:48<00:00,  2.28it/s]
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Epoch 0: |          | 5172/? [37:48<00:00,  2.28it/s]
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Epoch 0: |          | 5178/? [37:50<00:00,  2.28it/s]
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Epoch 0: |          | 5180/? [37:50<00:00,  2.28it/s]
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Epoch 0: |          | 5181/? [37:51<00:00,  2.28it/s]
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Epoch 0: |          | 5182/? [37:51<00:00,  2.28it/s]
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Epoch 0: |          | 5183/? [37:51<00:00,  2.28it/s]
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Epoch 0: |          | 5185/? [37:52<00:00,  2.28it/s]
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Epoch 0: |          | 5187/? [37:53<00:00,  2.28it/s]
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Epoch 0: |          | 5188/? [37:53<00:00,  2.28it/s]
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Epoch 0: |          | 5189/? [37:53<00:00,  2.28it/s]
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Epoch 0: |          | 5190/? [37:54<00:00,  2.28it/s]
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Epoch 0: |          | 5191/? [37:54<00:00,  2.28it/s]
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Epoch 0: |          | 5192/? [37:54<00:00,  2.28it/s]
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Epoch 0: |          | 5193/? [37:54<00:00,  2.28it/s]
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Epoch 0: |          | 5194/? [37:55<00:00,  2.28it/s]
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Epoch 0: |          | 5197/? [37:56<00:00,  2.28it/s]
Epoch 0: |          | 5197/? [37:56<00:00,  2.28it/s]
Epoch 0: |          | 5198/? [37:56<00:00,  2.28it/s]
Epoch 0: |          | 5198/? [37:56<00:00,  2.28it/s]
Epoch 0: |          | 5199/? [37:56<00:00,  2.28it/s]
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Epoch 0: |          | 5200/? [37:57<00:00,  2.28it/s]
Epoch 0: |          | 5200/? [37:57<00:00,  2.28it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.31it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.28it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.12it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.34it/s]

Epoch 0: |          | 5200/? [37:57<00:00,  2.28it/s]
Epoch 0: |          | 5201/? [37:57<00:00,  2.28it/s]
Epoch 0: |          | 5201/? [37:57<00:00,  2.28it/s]
Epoch 0: |          | 5202/? [37:58<00:00,  2.28it/s]
Epoch 0: |          | 5202/? [37:58<00:00,  2.28it/s]
Epoch 0: |          | 5203/? [37:58<00:00,  2.28it/s]
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Epoch 0: |          | 5204/? [37:58<00:00,  2.28it/s]
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Epoch 0: |          | 5205/? [37:59<00:00,  2.28it/s]
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Epoch 0: |          | 5206/? [37:59<00:00,  2.28it/s]
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Epoch 0: |          | 5207/? [37:59<00:00,  2.28it/s]
Epoch 0: |          | 5207/? [37:59<00:00,  2.28it/s]
Epoch 0: |          | 5208/? [38:00<00:00,  2.28it/s]
Epoch 0: |          | 5208/? [38:00<00:00,  2.28it/s]
Epoch 0: |          | 5209/? [38:00<00:00,  2.28it/s]
Epoch 0: |          | 5209/? [38:00<00:00,  2.28it/s]
Epoch 0: |          | 5210/? [38:00<00:00,  2.28it/s]
Epoch 0: |          | 5210/? [38:00<00:00,  2.28it/s]
Epoch 0: |          | 5211/? [38:01<00:00,  2.28it/s]
Epoch 0: |          | 5211/? [38:01<00:00,  2.28it/s]
Epoch 0: |          | 5212/? [38:01<00:00,  2.28it/s]
Epoch 0: |          | 5212/? [38:01<00:00,  2.28it/s]
Epoch 0: |          | 5213/? [38:01<00:00,  2.28it/s]
Epoch 0: |          | 5213/? [38:01<00:00,  2.28it/s]
Epoch 0: |          | 5214/? [38:02<00:00,  2.28it/s]
Epoch 0: |          | 5214/? [38:02<00:00,  2.28it/s]
Epoch 0: |          | 5215/? [38:02<00:00,  2.28it/s]
Epoch 0: |          | 5215/? [38:02<00:00,  2.28it/s]
Epoch 0: |          | 5216/? [38:02<00:00,  2.29it/s]
Epoch 0: |          | 5216/? [38:02<00:00,  2.29it/s]
Epoch 0: |          | 5217/? [38:02<00:00,  2.29it/s]
Epoch 0: |          | 5217/? [38:02<00:00,  2.29it/s]
Epoch 0: |          | 5218/? [38:03<00:00,  2.29it/s]
Epoch 0: |          | 5218/? [38:03<00:00,  2.29it/s]
Epoch 0: |          | 5219/? [38:03<00:00,  2.29it/s]
Epoch 0: |          | 5219/? [38:03<00:00,  2.29it/s]
Epoch 0: |          | 5220/? [38:03<00:00,  2.29it/s]
Epoch 0: |          | 5220/? [38:03<00:00,  2.29it/s]
Epoch 0: |          | 5221/? [38:04<00:00,  2.29it/s]
Epoch 0: |          | 5221/? [38:04<00:00,  2.29it/s]
Epoch 0: |          | 5222/? [38:04<00:00,  2.29it/s]
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Epoch 0: |          | 5223/? [38:04<00:00,  2.29it/s]
Epoch 0: |          | 5223/? [38:04<00:00,  2.29it/s]
Epoch 0: |          | 5224/? [38:05<00:00,  2.29it/s]
Epoch 0: |          | 5224/? [38:05<00:00,  2.29it/s]
Epoch 0: |          | 5225/? [38:05<00:00,  2.29it/s]
Epoch 0: |          | 5225/? [38:05<00:00,  2.29it/s]
Epoch 0: |          | 5226/? [38:05<00:00,  2.29it/s]
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Epoch 0: |          | 5227/? [38:06<00:00,  2.29it/s]
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Epoch 0: |          | 5228/? [38:06<00:00,  2.29it/s]
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Epoch 0: |          | 5229/? [38:06<00:00,  2.29it/s]
Epoch 0: |          | 5229/? [38:06<00:00,  2.29it/s]
Epoch 0: |          | 5230/? [38:07<00:00,  2.29it/s]
Epoch 0: |          | 5230/? [38:07<00:00,  2.29it/s]
Epoch 0: |          | 5231/? [38:07<00:00,  2.29it/s]
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Epoch 0: |          | 5279/? [38:22<00:00,  2.29it/s]
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Epoch 0: |          | 5281/? [38:23<00:00,  2.29it/s]
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Epoch 0: |          | 5282/? [38:23<00:00,  2.29it/s]
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Epoch 0: |          | 5284/? [38:24<00:00,  2.29it/s]
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Epoch 0: |          | 5287/? [38:25<00:00,  2.29it/s]
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Epoch 0: |          | 5290/? [38:26<00:00,  2.29it/s]
Epoch 0: |          | 5290/? [38:26<00:00,  2.29it/s]
Epoch 0: |          | 5291/? [38:26<00:00,  2.29it/s]
Epoch 0: |          | 5291/? [38:26<00:00,  2.29it/s]
Epoch 0: |          | 5292/? [38:26<00:00,  2.29it/s]
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Epoch 0: |          | 5293/? [38:26<00:00,  2.29it/s]
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Epoch 0: |          | 5294/? [38:27<00:00,  2.29it/s]
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Epoch 0: |          | 5295/? [38:27<00:00,  2.29it/s]
Epoch 0: |          | 5295/? [38:27<00:00,  2.29it/s]
Epoch 0: |          | 5296/? [38:27<00:00,  2.29it/s]
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Epoch 0: |          | 5297/? [38:28<00:00,  2.29it/s]
Epoch 0: |          | 5297/? [38:28<00:00,  2.29it/s]
Epoch 0: |          | 5298/? [38:28<00:00,  2.29it/s]
Epoch 0: |          | 5298/? [38:28<00:00,  2.29it/s]
Epoch 0: |          | 5299/? [38:28<00:00,  2.29it/s]
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Epoch 0: |          | 5300/? [38:29<00:00,  2.30it/s]
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Epoch 0: |          | 5301/? [38:29<00:00,  2.30it/s]
Epoch 0: |          | 5301/? [38:29<00:00,  2.30it/s]
Epoch 0: |          | 5302/? [38:29<00:00,  2.30it/s]
Epoch 0: |          | 5302/? [38:29<00:00,  2.30it/s]
Epoch 0: |          | 5303/? [38:30<00:00,  2.30it/s]
Epoch 0: |          | 5303/? [38:30<00:00,  2.30it/s]
Epoch 0: |          | 5304/? [38:30<00:00,  2.30it/s]
Epoch 0: |          | 5304/? [38:30<00:00,  2.30it/s]
Epoch 0: |          | 5305/? [38:30<00:00,  2.30it/s]
Epoch 0: |          | 5305/? [38:30<00:00,  2.30it/s]
Epoch 0: |          | 5306/? [38:31<00:00,  2.30it/s]
Epoch 0: |          | 5306/? [38:31<00:00,  2.30it/s]
Epoch 0: |          | 5307/? [38:31<00:00,  2.30it/s]
Epoch 0: |          | 5307/? [38:31<00:00,  2.30it/s]
Epoch 0: |          | 5308/? [38:31<00:00,  2.30it/s]
Epoch 0: |          | 5308/? [38:31<00:00,  2.30it/s]
Epoch 0: |          | 5309/? [38:32<00:00,  2.30it/s]
Epoch 0: |          | 5309/? [38:32<00:00,  2.30it/s]
Epoch 0: |          | 5310/? [38:32<00:00,  2.30it/s]
Epoch 0: |          | 5310/? [38:32<00:00,  2.30it/s]
Epoch 0: |          | 5311/? [38:32<00:00,  2.30it/s]
Epoch 0: |          | 5311/? [38:32<00:00,  2.30it/s]
Epoch 0: |          | 5312/? [38:33<00:00,  2.30it/s]
Epoch 0: |          | 5312/? [38:33<00:00,  2.30it/s]
Epoch 0: |          | 5313/? [38:33<00:00,  2.30it/s]
Epoch 0: |          | 5313/? [38:33<00:00,  2.30it/s]
Epoch 0: |          | 5314/? [38:33<00:00,  2.30it/s]
Epoch 0: |          | 5314/? [38:33<00:00,  2.30it/s]
Epoch 0: |          | 5315/? [38:34<00:00,  2.30it/s]
Epoch 0: |          | 5315/? [38:34<00:00,  2.30it/s]
Epoch 0: |          | 5316/? [38:34<00:00,  2.30it/s]
Epoch 0: |          | 5316/? [38:34<00:00,  2.30it/s]
Epoch 0: |          | 5317/? [38:34<00:00,  2.30it/s]
Epoch 0: |          | 5317/? [38:34<00:00,  2.30it/s]
Epoch 0: |          | 5318/? [38:34<00:00,  2.30it/s]
Epoch 0: |          | 5318/? [38:34<00:00,  2.30it/s]
Epoch 0: |          | 5319/? [38:35<00:00,  2.30it/s]
Epoch 0: |          | 5319/? [38:35<00:00,  2.30it/s]
Epoch 0: |          | 5320/? [38:35<00:00,  2.30it/s]
Epoch 0: |          | 5320/? [38:35<00:00,  2.30it/s]
Epoch 0: |          | 5321/? [38:35<00:00,  2.30it/s]
Epoch 0: |          | 5321/? [38:35<00:00,  2.30it/s]
Epoch 0: |          | 5322/? [38:36<00:00,  2.30it/s]
Epoch 0: |          | 5322/? [38:36<00:00,  2.30it/s]
Epoch 0: |          | 5323/? [38:36<00:00,  2.30it/s]
Epoch 0: |          | 5323/? [38:36<00:00,  2.30it/s]
Epoch 0: |          | 5324/? [38:36<00:00,  2.30it/s]
Epoch 0: |          | 5324/? [38:36<00:00,  2.30it/s]
Epoch 0: |          | 5325/? [38:37<00:00,  2.30it/s]
Epoch 0: |          | 5325/? [38:37<00:00,  2.30it/s]
Epoch 0: |          | 5326/? [38:37<00:00,  2.30it/s]
Epoch 0: |          | 5326/? [38:37<00:00,  2.30it/s]
Epoch 0: |          | 5327/? [38:37<00:00,  2.30it/s]
Epoch 0: |          | 5327/? [38:37<00:00,  2.30it/s]
Epoch 0: |          | 5328/? [38:38<00:00,  2.30it/s]
Epoch 0: |          | 5328/? [38:38<00:00,  2.30it/s]
Epoch 0: |          | 5329/? [38:38<00:00,  2.30it/s]
Epoch 0: |          | 5329/? [38:38<00:00,  2.30it/s]
Epoch 0: |          | 5330/? [38:38<00:00,  2.30it/s]
Epoch 0: |          | 5330/? [38:38<00:00,  2.30it/s]
Epoch 0: |          | 5331/? [38:39<00:00,  2.30it/s]
Epoch 0: |          | 5331/? [38:39<00:00,  2.30it/s]
Epoch 0: |          | 5332/? [38:39<00:00,  2.30it/s]
Epoch 0: |          | 5332/? [38:39<00:00,  2.30it/s]
Epoch 0: |          | 5333/? [38:39<00:00,  2.30it/s]
Epoch 0: |          | 5333/? [38:39<00:00,  2.30it/s]
Epoch 0: |          | 5334/? [38:39<00:00,  2.30it/s]
Epoch 0: |          | 5334/? [38:39<00:00,  2.30it/s]
Epoch 0: |          | 5335/? [38:40<00:00,  2.30it/s]
Epoch 0: |          | 5335/? [38:40<00:00,  2.30it/s]
Epoch 0: |          | 5336/? [38:40<00:00,  2.30it/s]
Epoch 0: |          | 5336/? [38:40<00:00,  2.30it/s]
Epoch 0: |          | 5337/? [38:40<00:00,  2.30it/s]
Epoch 0: |          | 5337/? [38:40<00:00,  2.30it/s]
Epoch 0: |          | 5338/? [38:41<00:00,  2.30it/s]
Epoch 0: |          | 5338/? [38:41<00:00,  2.30it/s]
Epoch 0: |          | 5339/? [38:41<00:00,  2.30it/s]
Epoch 0: |          | 5339/? [38:41<00:00,  2.30it/s]
Epoch 0: |          | 5340/? [38:41<00:00,  2.30it/s]
Epoch 0: |          | 5340/? [38:41<00:00,  2.30it/s]
Epoch 0: |          | 5341/? [38:42<00:00,  2.30it/s]
Epoch 0: |          | 5341/? [38:42<00:00,  2.30it/s]
Epoch 0: |          | 5342/? [38:42<00:00,  2.30it/s]
Epoch 0: |          | 5342/? [38:42<00:00,  2.30it/s]
Epoch 0: |          | 5343/? [38:42<00:00,  2.30it/s]
Epoch 0: |          | 5343/? [38:42<00:00,  2.30it/s]
Epoch 0: |          | 5344/? [38:43<00:00,  2.30it/s]
Epoch 0: |          | 5344/? [38:43<00:00,  2.30it/s]
Epoch 0: |          | 5345/? [38:43<00:00,  2.30it/s]
Epoch 0: |          | 5345/? [38:43<00:00,  2.30it/s]
Epoch 0: |          | 5346/? [38:43<00:00,  2.30it/s]
Epoch 0: |          | 5346/? [38:43<00:00,  2.30it/s]
Epoch 0: |          | 5347/? [38:44<00:00,  2.30it/s]
Epoch 0: |          | 5347/? [38:44<00:00,  2.30it/s]
Epoch 0: |          | 5348/? [38:44<00:00,  2.30it/s]
Epoch 0: |          | 5348/? [38:44<00:00,  2.30it/s]
Epoch 0: |          | 5349/? [38:44<00:00,  2.30it/s]
Epoch 0: |          | 5349/? [38:44<00:00,  2.30it/s]
Epoch 0: |          | 5350/? [38:44<00:00,  2.30it/s]
Epoch 0: |          | 5350/? [38:44<00:00,  2.30it/s]
Epoch 0: |          | 5351/? [38:45<00:00,  2.30it/s]
Epoch 0: |          | 5351/? [38:45<00:00,  2.30it/s]
Epoch 0: |          | 5352/? [38:45<00:00,  2.30it/s]
Epoch 0: |          | 5352/? [38:45<00:00,  2.30it/s]
Epoch 0: |          | 5353/? [38:45<00:00,  2.30it/s]
Epoch 0: |          | 5353/? [38:45<00:00,  2.30it/s]
Epoch 0: |          | 5354/? [38:46<00:00,  2.30it/s]
Epoch 0: |          | 5354/? [38:46<00:00,  2.30it/s]
Epoch 0: |          | 5355/? [38:46<00:00,  2.30it/s]
Epoch 0: |          | 5355/? [38:46<00:00,  2.30it/s]
Epoch 0: |          | 5356/? [38:46<00:00,  2.30it/s]
Epoch 0: |          | 5356/? [38:46<00:00,  2.30it/s]
Epoch 0: |          | 5357/? [38:47<00:00,  2.30it/s]
Epoch 0: |          | 5357/? [38:47<00:00,  2.30it/s]
Epoch 0: |          | 5358/? [38:47<00:00,  2.30it/s]
Epoch 0: |          | 5358/? [38:47<00:00,  2.30it/s]
Epoch 0: |          | 5359/? [38:47<00:00,  2.30it/s]
Epoch 0: |          | 5359/? [38:47<00:00,  2.30it/s]
Epoch 0: |          | 5360/? [38:48<00:00,  2.30it/s]
Epoch 0: |          | 5360/? [38:48<00:00,  2.30it/s]
Epoch 0: |          | 5361/? [38:48<00:00,  2.30it/s]
Epoch 0: |          | 5361/? [38:48<00:00,  2.30it/s]
Epoch 0: |          | 5362/? [38:48<00:00,  2.30it/s]
Epoch 0: |          | 5362/? [38:48<00:00,  2.30it/s]
Epoch 0: |          | 5363/? [38:49<00:00,  2.30it/s]
Epoch 0: |          | 5363/? [38:49<00:00,  2.30it/s]
Epoch 0: |          | 5364/? [38:49<00:00,  2.30it/s]
Epoch 0: |          | 5364/? [38:49<00:00,  2.30it/s]
Epoch 0: |          | 5365/? [38:49<00:00,  2.30it/s]
Epoch 0: |          | 5365/? [38:49<00:00,  2.30it/s]
Epoch 0: |          | 5366/? [38:49<00:00,  2.30it/s]
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Epoch 0: |          | 5367/? [38:50<00:00,  2.30it/s]
Epoch 0: |          | 5367/? [38:50<00:00,  2.30it/s]
Epoch 0: |          | 5368/? [38:50<00:00,  2.30it/s]
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Epoch 0: |          | 5369/? [38:50<00:00,  2.30it/s]
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Epoch 0: |          | 5370/? [38:51<00:00,  2.30it/s]
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Epoch 0: |          | 5371/? [38:51<00:00,  2.30it/s]
Epoch 0: |          | 5371/? [38:51<00:00,  2.30it/s]
Epoch 0: |          | 5372/? [38:51<00:00,  2.30it/s]
Epoch 0: |          | 5372/? [38:51<00:00,  2.30it/s]
Epoch 0: |          | 5373/? [38:52<00:00,  2.30it/s]
Epoch 0: |          | 5373/? [38:52<00:00,  2.30it/s]
Epoch 0: |          | 5374/? [38:52<00:00,  2.30it/s]
Epoch 0: |          | 5374/? [38:52<00:00,  2.30it/s]
Epoch 0: |          | 5375/? [38:52<00:00,  2.30it/s]
Epoch 0: |          | 5375/? [38:52<00:00,  2.30it/s]
Epoch 0: |          | 5376/? [38:53<00:00,  2.30it/s]
Epoch 0: |          | 5376/? [38:53<00:00,  2.30it/s]
Epoch 0: |          | 5377/? [38:53<00:00,  2.30it/s]
Epoch 0: |          | 5377/? [38:53<00:00,  2.30it/s]
Epoch 0: |          | 5378/? [38:53<00:00,  2.30it/s]
Epoch 0: |          | 5378/? [38:53<00:00,  2.30it/s]
Epoch 0: |          | 5379/? [38:53<00:00,  2.30it/s]
Epoch 0: |          | 5379/? [38:53<00:00,  2.30it/s]
Epoch 0: |          | 5380/? [38:54<00:00,  2.30it/s]
Epoch 0: |          | 5380/? [38:54<00:00,  2.30it/s]
Epoch 0: |          | 5381/? [38:54<00:00,  2.30it/s]
Epoch 0: |          | 5381/? [38:54<00:00,  2.30it/s]
Epoch 0: |          | 5382/? [38:54<00:00,  2.30it/s]
Epoch 0: |          | 5382/? [38:54<00:00,  2.30it/s]
Epoch 0: |          | 5383/? [38:55<00:00,  2.31it/s]
Epoch 0: |          | 5383/? [38:55<00:00,  2.31it/s]
Epoch 0: |          | 5384/? [38:55<00:00,  2.31it/s]
Epoch 0: |          | 5384/? [38:55<00:00,  2.31it/s]
Epoch 0: |          | 5385/? [38:55<00:00,  2.31it/s]
Epoch 0: |          | 5385/? [38:55<00:00,  2.31it/s]
Epoch 0: |          | 5386/? [38:56<00:00,  2.31it/s]
Epoch 0: |          | 5386/? [38:56<00:00,  2.31it/s]
Epoch 0: |          | 5387/? [38:56<00:00,  2.31it/s]
Epoch 0: |          | 5387/? [38:56<00:00,  2.31it/s]
Epoch 0: |          | 5388/? [38:56<00:00,  2.31it/s]
Epoch 0: |          | 5388/? [38:56<00:00,  2.31it/s]
Epoch 0: |          | 5389/? [38:57<00:00,  2.31it/s]
Epoch 0: |          | 5389/? [38:57<00:00,  2.31it/s]
Epoch 0: |          | 5390/? [38:57<00:00,  2.31it/s]
Epoch 0: |          | 5390/? [38:57<00:00,  2.31it/s]
Epoch 0: |          | 5391/? [38:57<00:00,  2.31it/s]
Epoch 0: |          | 5391/? [38:57<00:00,  2.31it/s]
Epoch 0: |          | 5392/? [38:58<00:00,  2.31it/s]
Epoch 0: |          | 5392/? [38:58<00:00,  2.31it/s]
Epoch 0: |          | 5393/? [38:58<00:00,  2.31it/s]
Epoch 0: |          | 5393/? [38:58<00:00,  2.31it/s]
Epoch 0: |          | 5394/? [38:58<00:00,  2.31it/s]
Epoch 0: |          | 5394/? [38:58<00:00,  2.31it/s]
Epoch 0: |          | 5395/? [38:59<00:00,  2.31it/s]
Epoch 0: |          | 5395/? [38:59<00:00,  2.31it/s]
Epoch 0: |          | 5396/? [38:59<00:00,  2.31it/s]
Epoch 0: |          | 5396/? [38:59<00:00,  2.31it/s]
Epoch 0: |          | 5397/? [38:59<00:00,  2.31it/s]
Epoch 0: |          | 5397/? [38:59<00:00,  2.31it/s]
Epoch 0: |          | 5398/? [38:59<00:00,  2.31it/s]
Epoch 0: |          | 5398/? [38:59<00:00,  2.31it/s]
Epoch 0: |          | 5399/? [39:00<00:00,  2.31it/s]
Epoch 0: |          | 5399/? [39:00<00:00,  2.31it/s]
Epoch 0: |          | 5400/? [39:00<00:00,  2.31it/s]
Epoch 0: |          | 5400/? [39:00<00:00,  2.31it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.61it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 11.31it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 11.00it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 11.20it/s]

Epoch 0: |          | 5400/? [39:00<00:00,  2.31it/s]
Epoch 0: |          | 5401/? [39:01<00:00,  2.31it/s]
Epoch 0: |          | 5401/? [39:01<00:00,  2.31it/s]
Epoch 0: |          | 5402/? [39:01<00:00,  2.31it/s]
Epoch 0: |          | 5402/? [39:01<00:00,  2.31it/s]
Epoch 0: |          | 5403/? [39:01<00:00,  2.31it/s]
Epoch 0: |          | 5403/? [39:01<00:00,  2.31it/s]
Epoch 0: |          | 5404/? [39:02<00:00,  2.31it/s]
Epoch 0: |          | 5404/? [39:02<00:00,  2.31it/s]
Epoch 0: |          | 5405/? [39:02<00:00,  2.31it/s]
Epoch 0: |          | 5405/? [39:02<00:00,  2.31it/s]
Epoch 0: |          | 5406/? [39:02<00:00,  2.31it/s]
Epoch 0: |          | 5406/? [39:02<00:00,  2.31it/s]
Epoch 0: |          | 5407/? [39:03<00:00,  2.31it/s]
Epoch 0: |          | 5407/? [39:03<00:00,  2.31it/s]
Epoch 0: |          | 5408/? [39:03<00:00,  2.31it/s]
Epoch 0: |          | 5408/? [39:03<00:00,  2.31it/s]
Epoch 0: |          | 5409/? [39:03<00:00,  2.31it/s]
Epoch 0: |          | 5409/? [39:03<00:00,  2.31it/s]
Epoch 0: |          | 5410/? [39:04<00:00,  2.31it/s]
Epoch 0: |          | 5410/? [39:04<00:00,  2.31it/s]
Epoch 0: |          | 5411/? [39:04<00:00,  2.31it/s]
Epoch 0: |          | 5411/? [39:04<00:00,  2.31it/s]
Epoch 0: |          | 5412/? [39:04<00:00,  2.31it/s]
Epoch 0: |          | 5412/? [39:04<00:00,  2.31it/s]
Epoch 0: |          | 5413/? [39:05<00:00,  2.31it/s]
Epoch 0: |          | 5413/? [39:05<00:00,  2.31it/s]
Epoch 0: |          | 5414/? [39:05<00:00,  2.31it/s]
Epoch 0: |          | 5414/? [39:05<00:00,  2.31it/s]
Epoch 0: |          | 5415/? [39:05<00:00,  2.31it/s]
Epoch 0: |          | 5415/? [39:05<00:00,  2.31it/s]
Epoch 0: |          | 5416/? [39:05<00:00,  2.31it/s]
Epoch 0: |          | 5416/? [39:05<00:00,  2.31it/s]
Epoch 0: |          | 5417/? [39:06<00:00,  2.31it/s]
Epoch 0: |          | 5417/? [39:06<00:00,  2.31it/s]
Epoch 0: |          | 5418/? [39:06<00:00,  2.31it/s]
Epoch 0: |          | 5418/? [39:06<00:00,  2.31it/s]
Epoch 0: |          | 5419/? [39:06<00:00,  2.31it/s]
Epoch 0: |          | 5419/? [39:06<00:00,  2.31it/s]
Epoch 0: |          | 5420/? [39:07<00:00,  2.31it/s]
Epoch 0: |          | 5420/? [39:07<00:00,  2.31it/s]
Epoch 0: |          | 5421/? [39:07<00:00,  2.31it/s]
Epoch 0: |          | 5421/? [39:07<00:00,  2.31it/s]
Epoch 0: |          | 5422/? [39:07<00:00,  2.31it/s]
Epoch 0: |          | 5422/? [39:07<00:00,  2.31it/s]
Epoch 0: |          | 5423/? [39:08<00:00,  2.31it/s]
Epoch 0: |          | 5423/? [39:08<00:00,  2.31it/s]
Epoch 0: |          | 5424/? [39:08<00:00,  2.31it/s]
Epoch 0: |          | 5424/? [39:08<00:00,  2.31it/s]
Epoch 0: |          | 5425/? [39:08<00:00,  2.31it/s]
Epoch 0: |          | 5425/? [39:08<00:00,  2.31it/s]
Epoch 0: |          | 5426/? [39:08<00:00,  2.31it/s]
Epoch 0: |          | 5426/? [39:08<00:00,  2.31it/s]
Epoch 0: |          | 5427/? [39:09<00:00,  2.31it/s]
Epoch 0: |          | 5427/? [39:09<00:00,  2.31it/s]
Epoch 0: |          | 5428/? [39:09<00:00,  2.31it/s]
Epoch 0: |          | 5428/? [39:09<00:00,  2.31it/s]
Epoch 0: |          | 5429/? [39:09<00:00,  2.31it/s]
Epoch 0: |          | 5429/? [39:09<00:00,  2.31it/s]
Epoch 0: |          | 5430/? [39:10<00:00,  2.31it/s]
Epoch 0: |          | 5430/? [39:10<00:00,  2.31it/s]
Epoch 0: |          | 5431/? [39:10<00:00,  2.31it/s]
Epoch 0: |          | 5431/? [39:10<00:00,  2.31it/s]
Epoch 0: |          | 5432/? [39:10<00:00,  2.31it/s]
Epoch 0: |          | 5432/? [39:10<00:00,  2.31it/s]
Epoch 0: |          | 5433/? [39:11<00:00,  2.31it/s]
Epoch 0: |          | 5433/? [39:11<00:00,  2.31it/s]
Epoch 0: |          | 5434/? [39:11<00:00,  2.31it/s]
Epoch 0: |          | 5434/? [39:11<00:00,  2.31it/s]
Epoch 0: |          | 5435/? [39:11<00:00,  2.31it/s]
Epoch 0: |          | 5435/? [39:11<00:00,  2.31it/s]
Epoch 0: |          | 5436/? [39:12<00:00,  2.31it/s]
Epoch 0: |          | 5436/? [39:12<00:00,  2.31it/s]
Epoch 0: |          | 5437/? [39:12<00:00,  2.31it/s]
Epoch 0: |          | 5437/? [39:12<00:00,  2.31it/s]
Epoch 0: |          | 5438/? [39:12<00:00,  2.31it/s]
Epoch 0: |          | 5438/? [39:12<00:00,  2.31it/s]
Epoch 0: |          | 5439/? [39:13<00:00,  2.31it/s]
Epoch 0: |          | 5439/? [39:13<00:00,  2.31it/s]
Epoch 0: |          | 5440/? [39:13<00:00,  2.31it/s]
Epoch 0: |          | 5440/? [39:13<00:00,  2.31it/s]
Epoch 0: |          | 5441/? [39:13<00:00,  2.31it/s]
Epoch 0: |          | 5441/? [39:13<00:00,  2.31it/s]
Epoch 0: |          | 5442/? [39:13<00:00,  2.31it/s]
Epoch 0: |          | 5442/? [39:13<00:00,  2.31it/s]
Epoch 0: |          | 5443/? [39:14<00:00,  2.31it/s]
Epoch 0: |          | 5443/? [39:14<00:00,  2.31it/s]
Epoch 0: |          | 5444/? [39:14<00:00,  2.31it/s]
Epoch 0: |          | 5444/? [39:14<00:00,  2.31it/s]
Epoch 0: |          | 5445/? [39:14<00:00,  2.31it/s]
Epoch 0: |          | 5445/? [39:14<00:00,  2.31it/s]
Epoch 0: |          | 5446/? [39:15<00:00,  2.31it/s]
Epoch 0: |          | 5446/? [39:15<00:00,  2.31it/s]
Epoch 0: |          | 5447/? [39:15<00:00,  2.31it/s]
Epoch 0: |          | 5447/? [39:15<00:00,  2.31it/s]
Epoch 0: |          | 5448/? [39:15<00:00,  2.31it/s]
Epoch 0: |          | 5448/? [39:15<00:00,  2.31it/s]
Epoch 0: |          | 5449/? [39:16<00:00,  2.31it/s]
Epoch 0: |          | 5449/? [39:16<00:00,  2.31it/s]
Epoch 0: |          | 5450/? [39:16<00:00,  2.31it/s]
Epoch 0: |          | 5450/? [39:16<00:00,  2.31it/s]
Epoch 0: |          | 5451/? [39:16<00:00,  2.31it/s]
Epoch 0: |          | 5451/? [39:16<00:00,  2.31it/s]
Epoch 0: |          | 5452/? [39:17<00:00,  2.31it/s]
Epoch 0: |          | 5452/? [39:17<00:00,  2.31it/s]
Epoch 0: |          | 5453/? [39:17<00:00,  2.31it/s]
Epoch 0: |          | 5453/? [39:17<00:00,  2.31it/s]
Epoch 0: |          | 5454/? [39:17<00:00,  2.31it/s]
Epoch 0: |          | 5454/? [39:17<00:00,  2.31it/s]
Epoch 0: |          | 5455/? [39:18<00:00,  2.31it/s]
Epoch 0: |          | 5455/? [39:18<00:00,  2.31it/s]
Epoch 0: |          | 5456/? [39:18<00:00,  2.31it/s]
Epoch 0: |          | 5456/? [39:18<00:00,  2.31it/s]
Epoch 0: |          | 5457/? [39:18<00:00,  2.31it/s]
Epoch 0: |          | 5457/? [39:18<00:00,  2.31it/s]
Epoch 0: |          | 5458/? [39:18<00:00,  2.31it/s]
Epoch 0: |          | 5458/? [39:18<00:00,  2.31it/s]
Epoch 0: |          | 5459/? [39:19<00:00,  2.31it/s]
Epoch 0: |          | 5459/? [39:19<00:00,  2.31it/s]
Epoch 0: |          | 5460/? [39:19<00:00,  2.31it/s]
Epoch 0: |          | 5460/? [39:19<00:00,  2.31it/s]
Epoch 0: |          | 5461/? [39:19<00:00,  2.31it/s]
Epoch 0: |          | 5461/? [39:19<00:00,  2.31it/s]
Epoch 0: |          | 5462/? [39:20<00:00,  2.31it/s]
Epoch 0: |          | 5462/? [39:20<00:00,  2.31it/s]
Epoch 0: |          | 5463/? [39:20<00:00,  2.31it/s]
Epoch 0: |          | 5463/? [39:20<00:00,  2.31it/s]
Epoch 0: |          | 5464/? [39:20<00:00,  2.31it/s]
Epoch 0: |          | 5464/? [39:20<00:00,  2.31it/s]
Epoch 0: |          | 5465/? [39:21<00:00,  2.31it/s]
Epoch 0: |          | 5465/? [39:21<00:00,  2.31it/s]
Epoch 0: |          | 5466/? [39:21<00:00,  2.31it/s]
Epoch 0: |          | 5466/? [39:21<00:00,  2.31it/s]
Epoch 0: |          | 5467/? [39:21<00:00,  2.31it/s]
Epoch 0: |          | 5467/? [39:21<00:00,  2.31it/s]
Epoch 0: |          | 5468/? [39:22<00:00,  2.31it/s]
Epoch 0: |          | 5468/? [39:22<00:00,  2.31it/s]
Epoch 0: |          | 5469/? [39:22<00:00,  2.32it/s]
Epoch 0: |          | 5469/? [39:22<00:00,  2.32it/s]
Epoch 0: |          | 5470/? [39:22<00:00,  2.32it/s]
Epoch 0: |          | 5470/? [39:22<00:00,  2.32it/s]
Epoch 0: |          | 5471/? [39:22<00:00,  2.32it/s]
Epoch 0: |          | 5471/? [39:22<00:00,  2.32it/s]
Epoch 0: |          | 5472/? [39:23<00:00,  2.32it/s]
Epoch 0: |          | 5472/? [39:23<00:00,  2.32it/s]
Epoch 0: |          | 5473/? [39:23<00:00,  2.32it/s]
Epoch 0: |          | 5473/? [39:23<00:00,  2.32it/s]
Epoch 0: |          | 5474/? [39:23<00:00,  2.32it/s]
Epoch 0: |          | 5474/? [39:23<00:00,  2.32it/s]
Epoch 0: |          | 5475/? [39:24<00:00,  2.32it/s]
Epoch 0: |          | 5475/? [39:24<00:00,  2.32it/s]
Epoch 0: |          | 5476/? [39:24<00:00,  2.32it/s]
Epoch 0: |          | 5476/? [39:24<00:00,  2.32it/s]
Epoch 0: |          | 5477/? [39:24<00:00,  2.32it/s]
Epoch 0: |          | 5477/? [39:24<00:00,  2.32it/s]
Epoch 0: |          | 5478/? [39:25<00:00,  2.32it/s]
Epoch 0: |          | 5478/? [39:25<00:00,  2.32it/s]
Epoch 0: |          | 5479/? [39:25<00:00,  2.32it/s]
Epoch 0: |          | 5479/? [39:25<00:00,  2.32it/s]
Epoch 0: |          | 5480/? [39:25<00:00,  2.32it/s]
Epoch 0: |          | 5480/? [39:25<00:00,  2.32it/s]
Epoch 0: |          | 5481/? [39:26<00:00,  2.32it/s]
Epoch 0: |          | 5481/? [39:26<00:00,  2.32it/s]
Epoch 0: |          | 5482/? [39:26<00:00,  2.32it/s]
Epoch 0: |          | 5482/? [39:26<00:00,  2.32it/s]
Epoch 0: |          | 5483/? [39:26<00:00,  2.32it/s]
Epoch 0: |          | 5483/? [39:26<00:00,  2.32it/s]
Epoch 0: |          | 5484/? [39:26<00:00,  2.32it/s]
Epoch 0: |          | 5484/? [39:26<00:00,  2.32it/s]
Epoch 0: |          | 5485/? [39:27<00:00,  2.32it/s]
Epoch 0: |          | 5485/? [39:27<00:00,  2.32it/s]
Epoch 0: |          | 5486/? [39:27<00:00,  2.32it/s]
Epoch 0: |          | 5486/? [39:27<00:00,  2.32it/s]
Epoch 0: |          | 5487/? [39:27<00:00,  2.32it/s]
Epoch 0: |          | 5487/? [39:27<00:00,  2.32it/s]
Epoch 0: |          | 5488/? [39:28<00:00,  2.32it/s]
Epoch 0: |          | 5488/? [39:28<00:00,  2.32it/s]
Epoch 0: |          | 5489/? [39:28<00:00,  2.32it/s]
Epoch 0: |          | 5489/? [39:28<00:00,  2.32it/s]
Epoch 0: |          | 5490/? [39:28<00:00,  2.32it/s]
Epoch 0: |          | 5490/? [39:28<00:00,  2.32it/s]
Epoch 0: |          | 5491/? [39:29<00:00,  2.32it/s]
Epoch 0: |          | 5491/? [39:29<00:00,  2.32it/s]
Epoch 0: |          | 5492/? [39:29<00:00,  2.32it/s]
Epoch 0: |          | 5492/? [39:29<00:00,  2.32it/s]
Epoch 0: |          | 5493/? [39:29<00:00,  2.32it/s]
Epoch 0: |          | 5493/? [39:29<00:00,  2.32it/s]
Epoch 0: |          | 5494/? [39:30<00:00,  2.32it/s]
Epoch 0: |          | 5494/? [39:30<00:00,  2.32it/s]
Epoch 0: |          | 5495/? [39:30<00:00,  2.32it/s]
Epoch 0: |          | 5495/? [39:30<00:00,  2.32it/s]
Epoch 0: |          | 5496/? [39:30<00:00,  2.32it/s]
Epoch 0: |          | 5496/? [39:30<00:00,  2.32it/s]
Epoch 0: |          | 5497/? [39:30<00:00,  2.32it/s]
Epoch 0: |          | 5497/? [39:30<00:00,  2.32it/s]
Epoch 0: |          | 5498/? [39:31<00:00,  2.32it/s]
Epoch 0: |          | 5498/? [39:31<00:00,  2.32it/s]
Epoch 0: |          | 5499/? [39:31<00:00,  2.32it/s]
Epoch 0: |          | 5499/? [39:31<00:00,  2.32it/s]
Epoch 0: |          | 5500/? [39:31<00:00,  2.32it/s]
Epoch 0: |          | 5500/? [39:31<00:00,  2.32it/s]
Epoch 0: |          | 5501/? [39:32<00:00,  2.32it/s]
Epoch 0: |          | 5501/? [39:32<00:00,  2.32it/s]
Epoch 0: |          | 5502/? [39:32<00:00,  2.32it/s]
Epoch 0: |          | 5502/? [39:32<00:00,  2.32it/s]
Epoch 0: |          | 5503/? [39:32<00:00,  2.32it/s]
Epoch 0: |          | 5503/? [39:32<00:00,  2.32it/s]
Epoch 0: |          | 5504/? [39:33<00:00,  2.32it/s]
Epoch 0: |          | 5504/? [39:33<00:00,  2.32it/s]
Epoch 0: |          | 5505/? [39:33<00:00,  2.32it/s]
Epoch 0: |          | 5505/? [39:33<00:00,  2.32it/s]
Epoch 0: |          | 5506/? [39:33<00:00,  2.32it/s]
Epoch 0: |          | 5506/? [39:33<00:00,  2.32it/s]
Epoch 0: |          | 5507/? [39:34<00:00,  2.32it/s]
Epoch 0: |          | 5507/? [39:34<00:00,  2.32it/s]
Epoch 0: |          | 5508/? [39:34<00:00,  2.32it/s]
Epoch 0: |          | 5508/? [39:34<00:00,  2.32it/s]
Epoch 0: |          | 5509/? [39:34<00:00,  2.32it/s]
Epoch 0: |          | 5509/? [39:34<00:00,  2.32it/s]
Epoch 0: |          | 5510/? [39:34<00:00,  2.32it/s]
Epoch 0: |          | 5510/? [39:34<00:00,  2.32it/s]
Epoch 0: |          | 5511/? [39:35<00:00,  2.32it/s]
Epoch 0: |          | 5511/? [39:35<00:00,  2.32it/s]
Epoch 0: |          | 5512/? [39:35<00:00,  2.32it/s]
Epoch 0: |          | 5512/? [39:35<00:00,  2.32it/s]
Epoch 0: |          | 5513/? [39:35<00:00,  2.32it/s]
Epoch 0: |          | 5513/? [39:35<00:00,  2.32it/s]
Epoch 0: |          | 5514/? [39:36<00:00,  2.32it/s]
Epoch 0: |          | 5514/? [39:36<00:00,  2.32it/s]
Epoch 0: |          | 5515/? [39:36<00:00,  2.32it/s]
Epoch 0: |          | 5515/? [39:36<00:00,  2.32it/s]
Epoch 0: |          | 5516/? [39:36<00:00,  2.32it/s]
Epoch 0: |          | 5516/? [39:36<00:00,  2.32it/s]
Epoch 0: |          | 5517/? [39:37<00:00,  2.32it/s]
Epoch 0: |          | 5517/? [39:37<00:00,  2.32it/s]
Epoch 0: |          | 5518/? [39:37<00:00,  2.32it/s]
Epoch 0: |          | 5518/? [39:37<00:00,  2.32it/s]
Epoch 0: |          | 5519/? [39:37<00:00,  2.32it/s]
Epoch 0: |          | 5519/? [39:37<00:00,  2.32it/s]
Epoch 0: |          | 5520/? [39:37<00:00,  2.32it/s]
Epoch 0: |          | 5520/? [39:38<00:00,  2.32it/s]
Epoch 0: |          | 5521/? [39:38<00:00,  2.32it/s]
Epoch 0: |          | 5521/? [39:38<00:00,  2.32it/s]
Epoch 0: |          | 5522/? [39:38<00:00,  2.32it/s]
Epoch 0: |          | 5522/? [39:38<00:00,  2.32it/s]
Epoch 0: |          | 5523/? [39:38<00:00,  2.32it/s]
Epoch 0: |          | 5523/? [39:38<00:00,  2.32it/s]
Epoch 0: |          | 5524/? [39:39<00:00,  2.32it/s]
Epoch 0: |          | 5524/? [39:39<00:00,  2.32it/s]
Epoch 0: |          | 5525/? [39:39<00:00,  2.32it/s]
Epoch 0: |          | 5525/? [39:39<00:00,  2.32it/s]
Epoch 0: |          | 5526/? [39:39<00:00,  2.32it/s]
Epoch 0: |          | 5526/? [39:39<00:00,  2.32it/s]
Epoch 0: |          | 5527/? [39:40<00:00,  2.32it/s]
Epoch 0: |          | 5527/? [39:40<00:00,  2.32it/s]
Epoch 0: |          | 5528/? [39:40<00:00,  2.32it/s]
Epoch 0: |          | 5528/? [39:40<00:00,  2.32it/s]
Epoch 0: |          | 5529/? [39:40<00:00,  2.32it/s]
Epoch 0: |          | 5529/? [39:40<00:00,  2.32it/s]
Epoch 0: |          | 5530/? [39:41<00:00,  2.32it/s]
Epoch 0: |          | 5530/? [39:41<00:00,  2.32it/s]
Epoch 0: |          | 5531/? [39:41<00:00,  2.32it/s]
Epoch 0: |          | 5531/? [39:41<00:00,  2.32it/s]
Epoch 0: |          | 5532/? [39:41<00:00,  2.32it/s]
Epoch 0: |          | 5532/? [39:41<00:00,  2.32it/s]
Epoch 0: |          | 5533/? [39:41<00:00,  2.32it/s]
Epoch 0: |          | 5533/? [39:41<00:00,  2.32it/s]
Epoch 0: |          | 5534/? [39:42<00:00,  2.32it/s]
Epoch 0: |          | 5534/? [39:42<00:00,  2.32it/s]
Epoch 0: |          | 5535/? [39:42<00:00,  2.32it/s]
Epoch 0: |          | 5535/? [39:42<00:00,  2.32it/s]
Epoch 0: |          | 5536/? [39:42<00:00,  2.32it/s]
Epoch 0: |          | 5536/? [39:42<00:00,  2.32it/s]
Epoch 0: |          | 5537/? [39:43<00:00,  2.32it/s]
Epoch 0: |          | 5537/? [39:43<00:00,  2.32it/s]
Epoch 0: |          | 5538/? [39:43<00:00,  2.32it/s]
Epoch 0: |          | 5538/? [39:43<00:00,  2.32it/s]
Epoch 0: |          | 5539/? [39:43<00:00,  2.32it/s]
Epoch 0: |          | 5539/? [39:43<00:00,  2.32it/s]
Epoch 0: |          | 5540/? [39:44<00:00,  2.32it/s]
Epoch 0: |          | 5540/? [39:44<00:00,  2.32it/s]
Epoch 0: |          | 5541/? [39:44<00:00,  2.32it/s]
Epoch 0: |          | 5541/? [39:44<00:00,  2.32it/s]
Epoch 0: |          | 5542/? [39:44<00:00,  2.32it/s]
Epoch 0: |          | 5542/? [39:44<00:00,  2.32it/s]
Epoch 0: |          | 5543/? [39:45<00:00,  2.32it/s]
Epoch 0: |          | 5543/? [39:45<00:00,  2.32it/s]
Epoch 0: |          | 5544/? [39:45<00:00,  2.32it/s]
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Epoch 0: |          | 5545/? [39:45<00:00,  2.32it/s]
Epoch 0: |          | 5545/? [39:45<00:00,  2.32it/s]
Epoch 0: |          | 5546/? [39:45<00:00,  2.32it/s]
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Epoch 0: |          | 5547/? [39:46<00:00,  2.32it/s]
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Epoch 0: |          | 5548/? [39:46<00:00,  2.32it/s]
Epoch 0: |          | 5548/? [39:46<00:00,  2.32it/s]
Epoch 0: |          | 5549/? [39:46<00:00,  2.32it/s]
Epoch 0: |          | 5549/? [39:46<00:00,  2.32it/s]
Epoch 0: |          | 5550/? [39:47<00:00,  2.32it/s]
Epoch 0: |          | 5550/? [39:47<00:00,  2.32it/s]
Epoch 0: |          | 5551/? [39:47<00:00,  2.33it/s]
Epoch 0: |          | 5551/? [39:47<00:00,  2.33it/s]
Epoch 0: |          | 5552/? [39:47<00:00,  2.33it/s]
Epoch 0: |          | 5552/? [39:47<00:00,  2.33it/s]
Epoch 0: |          | 5553/? [39:48<00:00,  2.33it/s]
Epoch 0: |          | 5553/? [39:48<00:00,  2.33it/s]
Epoch 0: |          | 5554/? [39:48<00:00,  2.33it/s]
Epoch 0: |          | 5554/? [39:48<00:00,  2.33it/s]
Epoch 0: |          | 5555/? [39:48<00:00,  2.33it/s]
Epoch 0: |          | 5555/? [39:48<00:00,  2.33it/s]
Epoch 0: |          | 5556/? [39:48<00:00,  2.33it/s]
Epoch 0: |          | 5556/? [39:48<00:00,  2.33it/s]
Epoch 0: |          | 5557/? [39:49<00:00,  2.33it/s]
Epoch 0: |          | 5557/? [39:49<00:00,  2.33it/s]
Epoch 0: |          | 5558/? [39:49<00:00,  2.33it/s]
Epoch 0: |          | 5558/? [39:49<00:00,  2.33it/s]
Epoch 0: |          | 5559/? [39:49<00:00,  2.33it/s]
Epoch 0: |          | 5559/? [39:49<00:00,  2.33it/s]
Epoch 0: |          | 5560/? [39:50<00:00,  2.33it/s]
Epoch 0: |          | 5560/? [39:50<00:00,  2.33it/s]
Epoch 0: |          | 5561/? [39:50<00:00,  2.33it/s]
Epoch 0: |          | 5561/? [39:50<00:00,  2.33it/s]
Epoch 0: |          | 5562/? [39:50<00:00,  2.33it/s]
Epoch 0: |          | 5562/? [39:50<00:00,  2.33it/s]
Epoch 0: |          | 5563/? [39:51<00:00,  2.33it/s]
Epoch 0: |          | 5563/? [39:51<00:00,  2.33it/s]
Epoch 0: |          | 5564/? [39:51<00:00,  2.33it/s]
Epoch 0: |          | 5564/? [39:51<00:00,  2.33it/s]
Epoch 0: |          | 5565/? [39:51<00:00,  2.33it/s]
Epoch 0: |          | 5565/? [39:51<00:00,  2.33it/s]
Epoch 0: |          | 5566/? [39:52<00:00,  2.33it/s]
Epoch 0: |          | 5566/? [39:52<00:00,  2.33it/s]
Epoch 0: |          | 5567/? [39:52<00:00,  2.33it/s]
Epoch 0: |          | 5567/? [39:52<00:00,  2.33it/s]
Epoch 0: |          | 5568/? [39:52<00:00,  2.33it/s]
Epoch 0: |          | 5568/? [39:52<00:00,  2.33it/s]
Epoch 0: |          | 5569/? [39:52<00:00,  2.33it/s]
Epoch 0: |          | 5569/? [39:52<00:00,  2.33it/s]
Epoch 0: |          | 5570/? [39:53<00:00,  2.33it/s]
Epoch 0: |          | 5570/? [39:53<00:00,  2.33it/s]
Epoch 0: |          | 5571/? [39:53<00:00,  2.33it/s]
Epoch 0: |          | 5571/? [39:53<00:00,  2.33it/s]
Epoch 0: |          | 5572/? [39:53<00:00,  2.33it/s]
Epoch 0: |          | 5572/? [39:53<00:00,  2.33it/s]
Epoch 0: |          | 5573/? [39:54<00:00,  2.33it/s]
Epoch 0: |          | 5573/? [39:54<00:00,  2.33it/s]
Epoch 0: |          | 5574/? [39:54<00:00,  2.33it/s]
Epoch 0: |          | 5574/? [39:54<00:00,  2.33it/s]
Epoch 0: |          | 5575/? [39:54<00:00,  2.33it/s]
Epoch 0: |          | 5575/? [39:54<00:00,  2.33it/s]
Epoch 0: |          | 5576/? [39:55<00:00,  2.33it/s]
Epoch 0: |          | 5576/? [39:55<00:00,  2.33it/s]
Epoch 0: |          | 5577/? [39:55<00:00,  2.33it/s]
Epoch 0: |          | 5577/? [39:55<00:00,  2.33it/s]
Epoch 0: |          | 5578/? [39:55<00:00,  2.33it/s]
Epoch 0: |          | 5578/? [39:55<00:00,  2.33it/s]
Epoch 0: |          | 5579/? [39:56<00:00,  2.33it/s]
Epoch 0: |          | 5579/? [39:56<00:00,  2.33it/s]
Epoch 0: |          | 5580/? [39:56<00:00,  2.33it/s]
Epoch 0: |          | 5580/? [39:56<00:00,  2.33it/s]
Epoch 0: |          | 5581/? [39:56<00:00,  2.33it/s]
Epoch 0: |          | 5581/? [39:56<00:00,  2.33it/s]
Epoch 0: |          | 5582/? [39:56<00:00,  2.33it/s]
Epoch 0: |          | 5582/? [39:56<00:00,  2.33it/s]
Epoch 0: |          | 5583/? [39:57<00:00,  2.33it/s]
Epoch 0: |          | 5583/? [39:57<00:00,  2.33it/s]
Epoch 0: |          | 5584/? [39:57<00:00,  2.33it/s]
Epoch 0: |          | 5584/? [39:57<00:00,  2.33it/s]
Epoch 0: |          | 5585/? [39:57<00:00,  2.33it/s]
Epoch 0: |          | 5585/? [39:57<00:00,  2.33it/s]
Epoch 0: |          | 5586/? [39:58<00:00,  2.33it/s]
Epoch 0: |          | 5586/? [39:58<00:00,  2.33it/s]
Epoch 0: |          | 5587/? [39:58<00:00,  2.33it/s]
Epoch 0: |          | 5587/? [39:58<00:00,  2.33it/s]
Epoch 0: |          | 5588/? [39:58<00:00,  2.33it/s]
Epoch 0: |          | 5588/? [39:58<00:00,  2.33it/s]
Epoch 0: |          | 5589/? [39:59<00:00,  2.33it/s]
Epoch 0: |          | 5589/? [39:59<00:00,  2.33it/s]
Epoch 0: |          | 5590/? [39:59<00:00,  2.33it/s]
Epoch 0: |          | 5590/? [39:59<00:00,  2.33it/s]
Epoch 0: |          | 5591/? [39:59<00:00,  2.33it/s]
Epoch 0: |          | 5591/? [39:59<00:00,  2.33it/s]
Epoch 0: |          | 5592/? [39:59<00:00,  2.33it/s]
Epoch 0: |          | 5592/? [39:59<00:00,  2.33it/s]
Epoch 0: |          | 5593/? [40:00<00:00,  2.33it/s]
Epoch 0: |          | 5593/? [40:00<00:00,  2.33it/s]
Epoch 0: |          | 5594/? [40:00<00:00,  2.33it/s]
Epoch 0: |          | 5594/? [40:00<00:00,  2.33it/s]
Epoch 0: |          | 5595/? [40:00<00:00,  2.33it/s]
Epoch 0: |          | 5595/? [40:00<00:00,  2.33it/s]
Epoch 0: |          | 5596/? [40:01<00:00,  2.33it/s]
Epoch 0: |          | 5596/? [40:01<00:00,  2.33it/s]
Epoch 0: |          | 5597/? [40:01<00:00,  2.33it/s]
Epoch 0: |          | 5597/? [40:01<00:00,  2.33it/s]
Epoch 0: |          | 5598/? [40:01<00:00,  2.33it/s]
Epoch 0: |          | 5598/? [40:01<00:00,  2.33it/s]
Epoch 0: |          | 5599/? [40:02<00:00,  2.33it/s]
Epoch 0: |          | 5599/? [40:02<00:00,  2.33it/s]
Epoch 0: |          | 5600/? [40:02<00:00,  2.33it/s]
Epoch 0: |          | 5600/? [40:02<00:00,  2.33it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.86it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 11.69it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 11.60it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 11.22it/s]

Epoch 0: |          | 5600/? [40:02<00:00,  2.33it/s]
Epoch 0: |          | 5601/? [40:03<00:00,  2.33it/s]
Epoch 0: |          | 5601/? [40:03<00:00,  2.33it/s]
Epoch 0: |          | 5602/? [40:03<00:00,  2.33it/s]
Epoch 0: |          | 5602/? [40:03<00:00,  2.33it/s]
Epoch 0: |          | 5603/? [40:03<00:00,  2.33it/s]
Epoch 0: |          | 5603/? [40:03<00:00,  2.33it/s]
Epoch 0: |          | 5604/? [40:03<00:00,  2.33it/s]
Epoch 0: |          | 5604/? [40:03<00:00,  2.33it/s]
Epoch 0: |          | 5605/? [40:04<00:00,  2.33it/s]
Epoch 0: |          | 5605/? [40:04<00:00,  2.33it/s]
Epoch 0: |          | 5606/? [40:04<00:00,  2.33it/s]
Epoch 0: |          | 5606/? [40:04<00:00,  2.33it/s]
Epoch 0: |          | 5607/? [40:04<00:00,  2.33it/s]
Epoch 0: |          | 5607/? [40:04<00:00,  2.33it/s]
Epoch 0: |          | 5608/? [40:05<00:00,  2.33it/s]
Epoch 0: |          | 5608/? [40:05<00:00,  2.33it/s]
Epoch 0: |          | 5609/? [40:05<00:00,  2.33it/s]
Epoch 0: |          | 5609/? [40:05<00:00,  2.33it/s]
Epoch 0: |          | 5610/? [40:05<00:00,  2.33it/s]
Epoch 0: |          | 5610/? [40:05<00:00,  2.33it/s]
Epoch 0: |          | 5611/? [40:06<00:00,  2.33it/s]
Epoch 0: |          | 5611/? [40:06<00:00,  2.33it/s]
Epoch 0: |          | 5612/? [40:06<00:00,  2.33it/s]
Epoch 0: |          | 5612/? [40:06<00:00,  2.33it/s]
Epoch 0: |          | 5613/? [40:06<00:00,  2.33it/s]
Epoch 0: |          | 5613/? [40:06<00:00,  2.33it/s]
Epoch 0: |          | 5614/? [40:06<00:00,  2.33it/s]
Epoch 0: |          | 5614/? [40:06<00:00,  2.33it/s]
Epoch 0: |          | 5615/? [40:07<00:00,  2.33it/s]
Epoch 0: |          | 5615/? [40:07<00:00,  2.33it/s]
Epoch 0: |          | 5616/? [40:07<00:00,  2.33it/s]
Epoch 0: |          | 5616/? [40:07<00:00,  2.33it/s]
Epoch 0: |          | 5617/? [40:07<00:00,  2.33it/s]
Epoch 0: |          | 5617/? [40:07<00:00,  2.33it/s]
Epoch 0: |          | 5618/? [40:08<00:00,  2.33it/s]
Epoch 0: |          | 5618/? [40:08<00:00,  2.33it/s]
Epoch 0: |          | 5619/? [40:08<00:00,  2.33it/s]
Epoch 0: |          | 5619/? [40:08<00:00,  2.33it/s]
Epoch 0: |          | 5620/? [40:08<00:00,  2.33it/s]
Epoch 0: |          | 5620/? [40:08<00:00,  2.33it/s]
Epoch 0: |          | 5621/? [40:09<00:00,  2.33it/s]
Epoch 0: |          | 5621/? [40:09<00:00,  2.33it/s]
Epoch 0: |          | 5622/? [40:09<00:00,  2.33it/s]
Epoch 0: |          | 5622/? [40:09<00:00,  2.33it/s]
Epoch 0: |          | 5623/? [40:09<00:00,  2.33it/s]
Epoch 0: |          | 5623/? [40:09<00:00,  2.33it/s]
Epoch 0: |          | 5624/? [40:09<00:00,  2.33it/s]
Epoch 0: |          | 5624/? [40:09<00:00,  2.33it/s]
Epoch 0: |          | 5625/? [40:10<00:00,  2.33it/s]
Epoch 0: |          | 5625/? [40:10<00:00,  2.33it/s]
Epoch 0: |          | 5626/? [40:10<00:00,  2.33it/s]
Epoch 0: |          | 5626/? [40:10<00:00,  2.33it/s]
Epoch 0: |          | 5627/? [40:10<00:00,  2.33it/s]
Epoch 0: |          | 5627/? [40:10<00:00,  2.33it/s]
Epoch 0: |          | 5628/? [40:11<00:00,  2.33it/s]
Epoch 0: |          | 5628/? [40:11<00:00,  2.33it/s]
Epoch 0: |          | 5629/? [40:11<00:00,  2.33it/s]
Epoch 0: |          | 5629/? [40:11<00:00,  2.33it/s]
Epoch 0: |          | 5630/? [40:11<00:00,  2.33it/s]
Epoch 0: |          | 5630/? [40:11<00:00,  2.33it/s]
Epoch 0: |          | 5631/? [40:12<00:00,  2.33it/s]
Epoch 0: |          | 5631/? [40:12<00:00,  2.33it/s]
Epoch 0: |          | 5632/? [40:12<00:00,  2.33it/s]
Epoch 0: |          | 5632/? [40:12<00:00,  2.33it/s]
Epoch 0: |          | 5633/? [40:12<00:00,  2.33it/s]
Epoch 0: |          | 5633/? [40:12<00:00,  2.33it/s]
Epoch 0: |          | 5634/? [40:12<00:00,  2.33it/s]
Epoch 0: |          | 5634/? [40:12<00:00,  2.33it/s]
Epoch 0: |          | 5635/? [40:13<00:00,  2.34it/s]
Epoch 0: |          | 5635/? [40:13<00:00,  2.34it/s]
Epoch 0: |          | 5636/? [40:13<00:00,  2.34it/s]
Epoch 0: |          | 5636/? [40:13<00:00,  2.34it/s]
Epoch 0: |          | 5637/? [40:13<00:00,  2.34it/s]
Epoch 0: |          | 5637/? [40:13<00:00,  2.34it/s]
Epoch 0: |          | 5638/? [40:14<00:00,  2.34it/s]
Epoch 0: |          | 5638/? [40:14<00:00,  2.34it/s]
Epoch 0: |          | 5639/? [40:14<00:00,  2.34it/s]
Epoch 0: |          | 5639/? [40:14<00:00,  2.34it/s]
Epoch 0: |          | 5640/? [40:14<00:00,  2.34it/s]
Epoch 0: |          | 5640/? [40:14<00:00,  2.34it/s]
Epoch 0: |          | 5641/? [40:15<00:00,  2.34it/s]
Epoch 0: |          | 5641/? [40:15<00:00,  2.34it/s]
Epoch 0: |          | 5642/? [40:15<00:00,  2.34it/s]
Epoch 0: |          | 5642/? [40:15<00:00,  2.34it/s]
Epoch 0: |          | 5643/? [40:15<00:00,  2.34it/s]
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Epoch 0: |          | 5681/? [40:27<00:00,  2.34it/s]
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Epoch 0: |          | 5695/? [40:31<00:00,  2.34it/s]
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Epoch 0: |          | 5696/? [40:31<00:00,  2.34it/s]
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Epoch 0: |          | 5700/? [40:32<00:00,  2.34it/s]
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Epoch 0: |          | 5701/? [40:33<00:00,  2.34it/s]
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Epoch 0: |          | 5702/? [40:33<00:00,  2.34it/s]
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Epoch 0: |          | 5703/? [40:33<00:00,  2.34it/s]
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Epoch 0: |          | 5707/? [40:35<00:00,  2.34it/s]
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Epoch 0: |          | 5708/? [40:35<00:00,  2.34it/s]
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Epoch 0: |          | 5709/? [40:35<00:00,  2.34it/s]
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Epoch 0: |          | 5711/? [40:36<00:00,  2.34it/s]
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Epoch 0: |          | 5712/? [40:36<00:00,  2.34it/s]
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Epoch 0: |          | 5713/? [40:37<00:00,  2.34it/s]
Epoch 0: |          | 5713/? [40:37<00:00,  2.34it/s]
Epoch 0: |          | 5714/? [40:37<00:00,  2.34it/s]
Epoch 0: |          | 5714/? [40:37<00:00,  2.34it/s]
Epoch 0: |          | 5715/? [40:37<00:00,  2.34it/s]
Epoch 0: |          | 5715/? [40:37<00:00,  2.34it/s]
Epoch 0: |          | 5716/? [40:37<00:00,  2.34it/s]
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Epoch 0: |          | 5717/? [40:38<00:00,  2.34it/s]
Epoch 0: |          | 5717/? [40:38<00:00,  2.34it/s]
Epoch 0: |          | 5718/? [40:38<00:00,  2.34it/s]
Epoch 0: |          | 5718/? [40:38<00:00,  2.34it/s]
Epoch 0: |          | 5719/? [40:38<00:00,  2.34it/s]
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Epoch 0: |          | 5720/? [40:39<00:00,  2.35it/s]
Epoch 0: |          | 5720/? [40:39<00:00,  2.35it/s]
Epoch 0: |          | 5721/? [40:39<00:00,  2.35it/s]
Epoch 0: |          | 5721/? [40:39<00:00,  2.35it/s]
Epoch 0: |          | 5722/? [40:39<00:00,  2.35it/s]
Epoch 0: |          | 5722/? [40:39<00:00,  2.35it/s]
Epoch 0: |          | 5723/? [40:40<00:00,  2.35it/s]
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Epoch 0: |          | 5724/? [40:40<00:00,  2.35it/s]
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Epoch 0: |          | 5725/? [40:40<00:00,  2.35it/s]
Epoch 0: |          | 5725/? [40:40<00:00,  2.35it/s]
Epoch 0: |          | 5726/? [40:40<00:00,  2.35it/s]
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Epoch 0: |          | 5727/? [40:41<00:00,  2.35it/s]
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Epoch 0: |          | 5728/? [40:41<00:00,  2.35it/s]
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Epoch 0: |          | 5729/? [40:41<00:00,  2.35it/s]
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Epoch 0: |          | 5730/? [40:42<00:00,  2.35it/s]
Epoch 0: |          | 5730/? [40:42<00:00,  2.35it/s]
Epoch 0: |          | 5731/? [40:42<00:00,  2.35it/s]
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Epoch 0: |          | 5732/? [40:42<00:00,  2.35it/s]
Epoch 0: |          | 5732/? [40:42<00:00,  2.35it/s]
Epoch 0: |          | 5733/? [40:43<00:00,  2.35it/s]
Epoch 0: |          | 5733/? [40:43<00:00,  2.35it/s]
Epoch 0: |          | 5734/? [40:43<00:00,  2.35it/s]
Epoch 0: |          | 5734/? [40:43<00:00,  2.35it/s]
Epoch 0: |          | 5735/? [40:43<00:00,  2.35it/s]
Epoch 0: |          | 5735/? [40:43<00:00,  2.35it/s]
Epoch 0: |          | 5736/? [40:43<00:00,  2.35it/s]
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Epoch 0: |          | 5737/? [40:44<00:00,  2.35it/s]
Epoch 0: |          | 5737/? [40:44<00:00,  2.35it/s]
Epoch 0: |          | 5738/? [40:44<00:00,  2.35it/s]
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Epoch 0: |          | 5739/? [40:44<00:00,  2.35it/s]
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Epoch 0: |          | 5740/? [40:45<00:00,  2.35it/s]
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Epoch 0: |          | 5741/? [40:45<00:00,  2.35it/s]
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Epoch 0: |          | 5742/? [40:45<00:00,  2.35it/s]
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Epoch 0: |          | 5743/? [40:46<00:00,  2.35it/s]
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Epoch 0: |          | 5744/? [40:46<00:00,  2.35it/s]
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Epoch 0: |          | 5745/? [40:46<00:00,  2.35it/s]
Epoch 0: |          | 5745/? [40:46<00:00,  2.35it/s]
Epoch 0: |          | 5746/? [40:46<00:00,  2.35it/s]
Epoch 0: |          | 5746/? [40:46<00:00,  2.35it/s]
Epoch 0: |          | 5747/? [40:47<00:00,  2.35it/s]
Epoch 0: |          | 5747/? [40:47<00:00,  2.35it/s]
Epoch 0: |          | 5748/? [40:47<00:00,  2.35it/s]
Epoch 0: |          | 5748/? [40:47<00:00,  2.35it/s]
Epoch 0: |          | 5749/? [40:47<00:00,  2.35it/s]
Epoch 0: |          | 5749/? [40:47<00:00,  2.35it/s]
Epoch 0: |          | 5750/? [40:48<00:00,  2.35it/s]
Epoch 0: |          | 5750/? [40:48<00:00,  2.35it/s]
Epoch 0: |          | 5751/? [40:48<00:00,  2.35it/s]
Epoch 0: |          | 5751/? [40:48<00:00,  2.35it/s]
Epoch 0: |          | 5752/? [40:48<00:00,  2.35it/s]
Epoch 0: |          | 5752/? [40:48<00:00,  2.35it/s]
Epoch 0: |          | 5753/? [40:49<00:00,  2.35it/s]
Epoch 0: |          | 5753/? [40:49<00:00,  2.35it/s]
Epoch 0: |          | 5754/? [40:49<00:00,  2.35it/s]
Epoch 0: |          | 5754/? [40:49<00:00,  2.35it/s]
Epoch 0: |          | 5755/? [40:49<00:00,  2.35it/s]
Epoch 0: |          | 5755/? [40:49<00:00,  2.35it/s]
Epoch 0: |          | 5756/? [40:49<00:00,  2.35it/s]
Epoch 0: |          | 5756/? [40:49<00:00,  2.35it/s]
Epoch 0: |          | 5757/? [40:50<00:00,  2.35it/s]
Epoch 0: |          | 5757/? [40:50<00:00,  2.35it/s]
Epoch 0: |          | 5758/? [40:50<00:00,  2.35it/s]
Epoch 0: |          | 5758/? [40:50<00:00,  2.35it/s]
Epoch 0: |          | 5759/? [40:50<00:00,  2.35it/s]
Epoch 0: |          | 5759/? [40:50<00:00,  2.35it/s]
Epoch 0: |          | 5760/? [40:51<00:00,  2.35it/s]
Epoch 0: |          | 5760/? [40:51<00:00,  2.35it/s]
Epoch 0: |          | 5761/? [40:51<00:00,  2.35it/s]
Epoch 0: |          | 5761/? [40:51<00:00,  2.35it/s]
Epoch 0: |          | 5762/? [40:51<00:00,  2.35it/s]
Epoch 0: |          | 5762/? [40:51<00:00,  2.35it/s]
Epoch 0: |          | 5763/? [40:52<00:00,  2.35it/s]
Epoch 0: |          | 5763/? [40:52<00:00,  2.35it/s]
Epoch 0: |          | 5764/? [40:52<00:00,  2.35it/s]
Epoch 0: |          | 5764/? [40:52<00:00,  2.35it/s]
Epoch 0: |          | 5765/? [40:52<00:00,  2.35it/s]
Epoch 0: |          | 5765/? [40:52<00:00,  2.35it/s]
Epoch 0: |          | 5766/? [40:53<00:00,  2.35it/s]
Epoch 0: |          | 5766/? [40:53<00:00,  2.35it/s]
Epoch 0: |          | 5767/? [40:53<00:00,  2.35it/s]
Epoch 0: |          | 5767/? [40:53<00:00,  2.35it/s]
Epoch 0: |          | 5768/? [40:53<00:00,  2.35it/s]
Epoch 0: |          | 5768/? [40:53<00:00,  2.35it/s]
Epoch 0: |          | 5769/? [40:53<00:00,  2.35it/s]
Epoch 0: |          | 5769/? [40:53<00:00,  2.35it/s]
Epoch 0: |          | 5770/? [40:54<00:00,  2.35it/s]
Epoch 0: |          | 5770/? [40:54<00:00,  2.35it/s]
Epoch 0: |          | 5771/? [40:54<00:00,  2.35it/s]
Epoch 0: |          | 5771/? [40:54<00:00,  2.35it/s]
Epoch 0: |          | 5772/? [40:54<00:00,  2.35it/s]
Epoch 0: |          | 5772/? [40:54<00:00,  2.35it/s]
Epoch 0: |          | 5773/? [40:55<00:00,  2.35it/s]
Epoch 0: |          | 5773/? [40:55<00:00,  2.35it/s]
Epoch 0: |          | 5774/? [40:55<00:00,  2.35it/s]
Epoch 0: |          | 5774/? [40:55<00:00,  2.35it/s]
Epoch 0: |          | 5775/? [40:55<00:00,  2.35it/s]
Epoch 0: |          | 5775/? [40:55<00:00,  2.35it/s]
Epoch 0: |          | 5776/? [40:56<00:00,  2.35it/s]
Epoch 0: |          | 5776/? [40:56<00:00,  2.35it/s]
Epoch 0: |          | 5777/? [40:56<00:00,  2.35it/s]
Epoch 0: |          | 5777/? [40:56<00:00,  2.35it/s]
Epoch 0: |          | 5778/? [40:56<00:00,  2.35it/s]
Epoch 0: |          | 5778/? [40:56<00:00,  2.35it/s]
Epoch 0: |          | 5779/? [40:56<00:00,  2.35it/s]
Epoch 0: |          | 5779/? [40:56<00:00,  2.35it/s]
Epoch 0: |          | 5780/? [40:57<00:00,  2.35it/s]
Epoch 0: |          | 5780/? [40:57<00:00,  2.35it/s]
Epoch 0: |          | 5781/? [40:57<00:00,  2.35it/s]
Epoch 0: |          | 5781/? [40:57<00:00,  2.35it/s]
Epoch 0: |          | 5782/? [40:57<00:00,  2.35it/s]
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Epoch 0: |          | 5783/? [40:58<00:00,  2.35it/s]
Epoch 0: |          | 5783/? [40:58<00:00,  2.35it/s]
Epoch 0: |          | 5784/? [40:58<00:00,  2.35it/s]
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Epoch 0: |          | 5785/? [40:58<00:00,  2.35it/s]
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Epoch 0: |          | 5786/? [40:59<00:00,  2.35it/s]
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Epoch 0: |          | 5787/? [40:59<00:00,  2.35it/s]
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Epoch 0: |          | 5788/? [40:59<00:00,  2.35it/s]
Epoch 0: |          | 5788/? [40:59<00:00,  2.35it/s]
Epoch 0: |          | 5789/? [40:59<00:00,  2.35it/s]
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Epoch 0: |          | 5790/? [41:00<00:00,  2.35it/s]
Epoch 0: |          | 5790/? [41:00<00:00,  2.35it/s]
Epoch 0: |          | 5791/? [41:00<00:00,  2.35it/s]
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Epoch 0: |          | 5792/? [41:00<00:00,  2.35it/s]
Epoch 0: |          | 5792/? [41:00<00:00,  2.35it/s]
Epoch 0: |          | 5793/? [41:01<00:00,  2.35it/s]
Epoch 0: |          | 5793/? [41:01<00:00,  2.35it/s]
Epoch 0: |          | 5794/? [41:01<00:00,  2.35it/s]
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Epoch 0: |          | 5795/? [41:01<00:00,  2.35it/s]
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Epoch 0: |          | 5796/? [41:01<00:00,  2.35it/s]
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Epoch 0: |          | 5797/? [41:02<00:00,  2.35it/s]
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Epoch 0: |          | 5798/? [41:02<00:00,  2.35it/s]
Epoch 0: |          | 5798/? [41:02<00:00,  2.35it/s]
Epoch 0: |          | 5799/? [41:02<00:00,  2.35it/s]
Epoch 0: |          | 5799/? [41:02<00:00,  2.35it/s]
Epoch 0: |          | 5800/? [41:03<00:00,  2.35it/s]
Epoch 0: |          | 5800/? [41:03<00:00,  2.35it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.77it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.45it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.22it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.16it/s]

Epoch 0: |          | 5800/? [41:03<00:00,  2.35it/s]
Epoch 0: |          | 5801/? [41:03<00:00,  2.35it/s]
Epoch 0: |          | 5801/? [41:03<00:00,  2.35it/s]
Epoch 0: |          | 5802/? [41:04<00:00,  2.35it/s]
Epoch 0: |          | 5802/? [41:04<00:00,  2.35it/s]
Epoch 0: |          | 5803/? [41:04<00:00,  2.35it/s]
Epoch 0: |          | 5803/? [41:04<00:00,  2.35it/s]
Epoch 0: |          | 5804/? [41:04<00:00,  2.35it/s]
Epoch 0: |          | 5804/? [41:04<00:00,  2.35it/s]
Epoch 0: |          | 5805/? [41:04<00:00,  2.36it/s]
Epoch 0: |          | 5805/? [41:04<00:00,  2.36it/s]
Epoch 0: |          | 5806/? [41:05<00:00,  2.36it/s]
Epoch 0: |          | 5806/? [41:05<00:00,  2.36it/s]
Epoch 0: |          | 5807/? [41:05<00:00,  2.36it/s]
Epoch 0: |          | 5807/? [41:05<00:00,  2.36it/s]
Epoch 0: |          | 5808/? [41:05<00:00,  2.36it/s]
Epoch 0: |          | 5808/? [41:05<00:00,  2.36it/s]
Epoch 0: |          | 5809/? [41:06<00:00,  2.36it/s]
Epoch 0: |          | 5809/? [41:06<00:00,  2.36it/s]
Epoch 0: |          | 5810/? [41:06<00:00,  2.36it/s]
Epoch 0: |          | 5810/? [41:06<00:00,  2.36it/s]
Epoch 0: |          | 5811/? [41:06<00:00,  2.36it/s]
Epoch 0: |          | 5811/? [41:06<00:00,  2.36it/s]
Epoch 0: |          | 5812/? [41:07<00:00,  2.36it/s]
Epoch 0: |          | 5812/? [41:07<00:00,  2.36it/s]
Epoch 0: |          | 5813/? [41:07<00:00,  2.36it/s]
Epoch 0: |          | 5813/? [41:07<00:00,  2.36it/s]
Epoch 0: |          | 5814/? [41:07<00:00,  2.36it/s]
Epoch 0: |          | 5814/? [41:07<00:00,  2.36it/s]
Epoch 0: |          | 5815/? [41:07<00:00,  2.36it/s]
Epoch 0: |          | 5815/? [41:07<00:00,  2.36it/s]
Epoch 0: |          | 5816/? [41:08<00:00,  2.36it/s]
Epoch 0: |          | 5816/? [41:08<00:00,  2.36it/s]
Epoch 0: |          | 5817/? [41:08<00:00,  2.36it/s]
Epoch 0: |          | 5817/? [41:08<00:00,  2.36it/s]
Epoch 0: |          | 5818/? [41:08<00:00,  2.36it/s]
Epoch 0: |          | 5818/? [41:08<00:00,  2.36it/s]
Epoch 0: |          | 5819/? [41:09<00:00,  2.36it/s]
Epoch 0: |          | 5819/? [41:09<00:00,  2.36it/s]
Epoch 0: |          | 5820/? [41:09<00:00,  2.36it/s]
Epoch 0: |          | 5820/? [41:09<00:00,  2.36it/s]
Epoch 0: |          | 5821/? [41:09<00:00,  2.36it/s]
Epoch 0: |          | 5821/? [41:09<00:00,  2.36it/s]
Epoch 0: |          | 5822/? [41:10<00:00,  2.36it/s]
Epoch 0: |          | 5822/? [41:10<00:00,  2.36it/s]
Epoch 0: |          | 5823/? [41:10<00:00,  2.36it/s]
Epoch 0: |          | 5823/? [41:10<00:00,  2.36it/s]
Epoch 0: |          | 5824/? [41:10<00:00,  2.36it/s]
Epoch 0: |          | 5824/? [41:10<00:00,  2.36it/s]
Epoch 0: |          | 5825/? [41:10<00:00,  2.36it/s]
Epoch 0: |          | 5825/? [41:10<00:00,  2.36it/s]
Epoch 0: |          | 5826/? [41:11<00:00,  2.36it/s]
Epoch 0: |          | 5826/? [41:11<00:00,  2.36it/s]
Epoch 0: |          | 5827/? [41:11<00:00,  2.36it/s]
Epoch 0: |          | 5827/? [41:11<00:00,  2.36it/s]
Epoch 0: |          | 5828/? [41:11<00:00,  2.36it/s]
Epoch 0: |          | 5828/? [41:11<00:00,  2.36it/s]
Epoch 0: |          | 5829/? [41:12<00:00,  2.36it/s]
Epoch 0: |          | 5829/? [41:12<00:00,  2.36it/s]
Epoch 0: |          | 5830/? [41:12<00:00,  2.36it/s]
Epoch 0: |          | 5830/? [41:12<00:00,  2.36it/s]
Epoch 0: |          | 5831/? [41:12<00:00,  2.36it/s]
Epoch 0: |          | 5831/? [41:12<00:00,  2.36it/s]
Epoch 0: |          | 5832/? [41:13<00:00,  2.36it/s]
Epoch 0: |          | 5832/? [41:13<00:00,  2.36it/s]
Epoch 0: |          | 5833/? [41:13<00:00,  2.36it/s]
Epoch 0: |          | 5833/? [41:13<00:00,  2.36it/s]
Epoch 0: |          | 5834/? [41:13<00:00,  2.36it/s]
Epoch 0: |          | 5834/? [41:13<00:00,  2.36it/s]
Epoch 0: |          | 5835/? [41:13<00:00,  2.36it/s]
Epoch 0: |          | 5835/? [41:13<00:00,  2.36it/s]
Epoch 0: |          | 5836/? [41:14<00:00,  2.36it/s]
Epoch 0: |          | 5836/? [41:14<00:00,  2.36it/s]
Epoch 0: |          | 5837/? [41:14<00:00,  2.36it/s]
Epoch 0: |          | 5837/? [41:14<00:00,  2.36it/s]
Epoch 0: |          | 5838/? [41:14<00:00,  2.36it/s]
Epoch 0: |          | 5838/? [41:14<00:00,  2.36it/s]
Epoch 0: |          | 5839/? [41:15<00:00,  2.36it/s]
Epoch 0: |          | 5839/? [41:15<00:00,  2.36it/s]
Epoch 0: |          | 5840/? [41:15<00:00,  2.36it/s]
Epoch 0: |          | 5840/? [41:15<00:00,  2.36it/s]
Epoch 0: |          | 5841/? [41:15<00:00,  2.36it/s]
Epoch 0: |          | 5841/? [41:15<00:00,  2.36it/s]
Epoch 0: |          | 5842/? [41:16<00:00,  2.36it/s]
Epoch 0: |          | 5842/? [41:16<00:00,  2.36it/s]
Epoch 0: |          | 5843/? [41:16<00:00,  2.36it/s]
Epoch 0: |          | 5843/? [41:16<00:00,  2.36it/s]
Epoch 0: |          | 5844/? [41:16<00:00,  2.36it/s]
Epoch 0: |          | 5844/? [41:16<00:00,  2.36it/s]
Epoch 0: |          | 5845/? [41:16<00:00,  2.36it/s]
Epoch 0: |          | 5845/? [41:16<00:00,  2.36it/s]
Epoch 0: |          | 5846/? [41:17<00:00,  2.36it/s]
Epoch 0: |          | 5846/? [41:17<00:00,  2.36it/s]
Epoch 0: |          | 5847/? [41:17<00:00,  2.36it/s]
Epoch 0: |          | 5847/? [41:17<00:00,  2.36it/s]
Epoch 0: |          | 5848/? [41:17<00:00,  2.36it/s]
Epoch 0: |          | 5848/? [41:17<00:00,  2.36it/s]
Epoch 0: |          | 5849/? [41:18<00:00,  2.36it/s]
Epoch 0: |          | 5849/? [41:18<00:00,  2.36it/s]
Epoch 0: |          | 5850/? [41:18<00:00,  2.36it/s]
Epoch 0: |          | 5850/? [41:18<00:00,  2.36it/s]
Epoch 0: |          | 5851/? [41:18<00:00,  2.36it/s]
Epoch 0: |          | 5851/? [41:18<00:00,  2.36it/s]
Epoch 0: |          | 5852/? [41:18<00:00,  2.36it/s]
Epoch 0: |          | 5852/? [41:18<00:00,  2.36it/s]
Epoch 0: |          | 5853/? [41:19<00:00,  2.36it/s]
Epoch 0: |          | 5853/? [41:19<00:00,  2.36it/s]
Epoch 0: |          | 5854/? [41:19<00:00,  2.36it/s]
Epoch 0: |          | 5854/? [41:19<00:00,  2.36it/s]
Epoch 0: |          | 5855/? [41:19<00:00,  2.36it/s]
Epoch 0: |          | 5855/? [41:19<00:00,  2.36it/s]
Epoch 0: |          | 5856/? [41:20<00:00,  2.36it/s]
Epoch 0: |          | 5856/? [41:20<00:00,  2.36it/s]
Epoch 0: |          | 5857/? [41:20<00:00,  2.36it/s]
Epoch 0: |          | 5857/? [41:20<00:00,  2.36it/s]
Epoch 0: |          | 5858/? [41:20<00:00,  2.36it/s]
Epoch 0: |          | 5858/? [41:20<00:00,  2.36it/s]
Epoch 0: |          | 5859/? [41:21<00:00,  2.36it/s]
Epoch 0: |          | 5859/? [41:21<00:00,  2.36it/s]
Epoch 0: |          | 5860/? [41:21<00:00,  2.36it/s]
Epoch 0: |          | 5860/? [41:21<00:00,  2.36it/s]
Epoch 0: |          | 5861/? [41:21<00:00,  2.36it/s]
Epoch 0: |          | 5861/? [41:21<00:00,  2.36it/s]
Epoch 0: |          | 5862/? [41:21<00:00,  2.36it/s]
Epoch 0: |          | 5862/? [41:21<00:00,  2.36it/s]
Epoch 0: |          | 5863/? [41:22<00:00,  2.36it/s]
Epoch 0: |          | 5863/? [41:22<00:00,  2.36it/s]
Epoch 0: |          | 5864/? [41:22<00:00,  2.36it/s]
Epoch 0: |          | 5864/? [41:22<00:00,  2.36it/s]
Epoch 0: |          | 5865/? [41:22<00:00,  2.36it/s]
Epoch 0: |          | 5865/? [41:22<00:00,  2.36it/s]
Epoch 0: |          | 5866/? [41:23<00:00,  2.36it/s]
Epoch 0: |          | 5866/? [41:23<00:00,  2.36it/s]
Epoch 0: |          | 5867/? [41:23<00:00,  2.36it/s]
Epoch 0: |          | 5867/? [41:23<00:00,  2.36it/s]
Epoch 0: |          | 5868/? [41:23<00:00,  2.36it/s]
Epoch 0: |          | 5868/? [41:23<00:00,  2.36it/s]
Epoch 0: |          | 5869/? [41:24<00:00,  2.36it/s]
Epoch 0: |          | 5869/? [41:24<00:00,  2.36it/s]
Epoch 0: |          | 5870/? [41:24<00:00,  2.36it/s]
Epoch 0: |          | 5870/? [41:24<00:00,  2.36it/s]
Epoch 0: |          | 5871/? [41:24<00:00,  2.36it/s]
Epoch 0: |          | 5871/? [41:24<00:00,  2.36it/s]
Epoch 0: |          | 5872/? [41:24<00:00,  2.36it/s]
Epoch 0: |          | 5872/? [41:24<00:00,  2.36it/s]
Epoch 0: |          | 5873/? [41:25<00:00,  2.36it/s]
Epoch 0: |          | 5873/? [41:25<00:00,  2.36it/s]
Epoch 0: |          | 5874/? [41:25<00:00,  2.36it/s]
Epoch 0: |          | 5874/? [41:25<00:00,  2.36it/s]
Epoch 0: |          | 5875/? [41:25<00:00,  2.36it/s]
Epoch 0: |          | 5875/? [41:25<00:00,  2.36it/s]
Epoch 0: |          | 5876/? [41:26<00:00,  2.36it/s]
Epoch 0: |          | 5876/? [41:26<00:00,  2.36it/s]
Epoch 0: |          | 5877/? [41:26<00:00,  2.36it/s]
Epoch 0: |          | 5877/? [41:26<00:00,  2.36it/s]
Epoch 0: |          | 5878/? [41:26<00:00,  2.36it/s]
Epoch 0: |          | 5878/? [41:26<00:00,  2.36it/s]
Epoch 0: |          | 5879/? [41:27<00:00,  2.36it/s]
Epoch 0: |          | 5879/? [41:27<00:00,  2.36it/s]
Epoch 0: |          | 5880/? [41:27<00:00,  2.36it/s]
Epoch 0: |          | 5880/? [41:27<00:00,  2.36it/s]
Epoch 0: |          | 5881/? [41:27<00:00,  2.36it/s]
Epoch 0: |          | 5881/? [41:27<00:00,  2.36it/s]
Epoch 0: |          | 5882/? [41:27<00:00,  2.36it/s]
Epoch 0: |          | 5882/? [41:27<00:00,  2.36it/s]
Epoch 0: |          | 5883/? [41:28<00:00,  2.36it/s]
Epoch 0: |          | 5883/? [41:28<00:00,  2.36it/s]
Epoch 0: |          | 5884/? [41:28<00:00,  2.36it/s]
Epoch 0: |          | 5884/? [41:28<00:00,  2.36it/s]
Epoch 0: |          | 5885/? [41:28<00:00,  2.36it/s]
Epoch 0: |          | 5885/? [41:28<00:00,  2.36it/s]
Epoch 0: |          | 5886/? [41:29<00:00,  2.36it/s]
Epoch 0: |          | 5886/? [41:29<00:00,  2.36it/s]
Epoch 0: |          | 5887/? [41:29<00:00,  2.36it/s]
Epoch 0: |          | 5887/? [41:29<00:00,  2.36it/s]
Epoch 0: |          | 5888/? [41:29<00:00,  2.36it/s]
Epoch 0: |          | 5888/? [41:29<00:00,  2.36it/s]
Epoch 0: |          | 5889/? [41:30<00:00,  2.36it/s]
Epoch 0: |          | 5889/? [41:30<00:00,  2.36it/s]
Epoch 0: |          | 5890/? [41:30<00:00,  2.37it/s]
Epoch 0: |          | 5890/? [41:30<00:00,  2.37it/s]
Epoch 0: |          | 5891/? [41:30<00:00,  2.37it/s]
Epoch 0: |          | 5891/? [41:30<00:00,  2.37it/s]
Epoch 0: |          | 5892/? [41:30<00:00,  2.37it/s]
Epoch 0: |          | 5892/? [41:30<00:00,  2.37it/s]
Epoch 0: |          | 5893/? [41:31<00:00,  2.37it/s]
Epoch 0: |          | 5893/? [41:31<00:00,  2.37it/s]
Epoch 0: |          | 5894/? [41:31<00:00,  2.37it/s]
Epoch 0: |          | 5894/? [41:31<00:00,  2.37it/s]
Epoch 0: |          | 5895/? [41:31<00:00,  2.37it/s]
Epoch 0: |          | 5895/? [41:31<00:00,  2.37it/s]
Epoch 0: |          | 5896/? [41:32<00:00,  2.37it/s]
Epoch 0: |          | 5896/? [41:32<00:00,  2.37it/s]
Epoch 0: |          | 5897/? [41:32<00:00,  2.37it/s]
Epoch 0: |          | 5897/? [41:32<00:00,  2.37it/s]
Epoch 0: |          | 5898/? [41:32<00:00,  2.37it/s]
Epoch 0: |          | 5898/? [41:32<00:00,  2.37it/s]
Epoch 0: |          | 5899/? [41:32<00:00,  2.37it/s]
Epoch 0: |          | 5899/? [41:32<00:00,  2.37it/s]
Epoch 0: |          | 5900/? [41:33<00:00,  2.37it/s]
Epoch 0: |          | 5900/? [41:33<00:00,  2.37it/s]
Epoch 0: |          | 5901/? [41:33<00:00,  2.37it/s]
Epoch 0: |          | 5901/? [41:33<00:00,  2.37it/s]
Epoch 0: |          | 5902/? [41:33<00:00,  2.37it/s]
Epoch 0: |          | 5902/? [41:33<00:00,  2.37it/s]
Epoch 0: |          | 5903/? [41:34<00:00,  2.37it/s]
Epoch 0: |          | 5903/? [41:34<00:00,  2.37it/s]
Epoch 0: |          | 5904/? [41:34<00:00,  2.37it/s]
Epoch 0: |          | 5904/? [41:34<00:00,  2.37it/s]
Epoch 0: |          | 5905/? [41:34<00:00,  2.37it/s]
Epoch 0: |          | 5905/? [41:34<00:00,  2.37it/s]
Epoch 0: |          | 5906/? [41:35<00:00,  2.37it/s]
Epoch 0: |          | 5906/? [41:35<00:00,  2.37it/s]
Epoch 0: |          | 5907/? [41:35<00:00,  2.37it/s]
Epoch 0: |          | 5907/? [41:35<00:00,  2.37it/s]
Epoch 0: |          | 5908/? [41:35<00:00,  2.37it/s]
Epoch 0: |          | 5908/? [41:35<00:00,  2.37it/s]
Epoch 0: |          | 5909/? [41:35<00:00,  2.37it/s]
Epoch 0: |          | 5909/? [41:35<00:00,  2.37it/s]
Epoch 0: |          | 5910/? [41:36<00:00,  2.37it/s]
Epoch 0: |          | 5910/? [41:36<00:00,  2.37it/s]
Epoch 0: |          | 5911/? [41:36<00:00,  2.37it/s]
Epoch 0: |          | 5911/? [41:36<00:00,  2.37it/s]
Epoch 0: |          | 5912/? [41:36<00:00,  2.37it/s]
Epoch 0: |          | 5912/? [41:36<00:00,  2.37it/s]
Epoch 0: |          | 5913/? [41:37<00:00,  2.37it/s]
Epoch 0: |          | 5913/? [41:37<00:00,  2.37it/s]
Epoch 0: |          | 5914/? [41:37<00:00,  2.37it/s]
Epoch 0: |          | 5914/? [41:37<00:00,  2.37it/s]
Epoch 0: |          | 5915/? [41:37<00:00,  2.37it/s]
Epoch 0: |          | 5915/? [41:37<00:00,  2.37it/s]
Epoch 0: |          | 5916/? [41:38<00:00,  2.37it/s]
Epoch 0: |          | 5916/? [41:38<00:00,  2.37it/s]
Epoch 0: |          | 5917/? [41:38<00:00,  2.37it/s]
Epoch 0: |          | 5917/? [41:38<00:00,  2.37it/s]
Epoch 0: |          | 5918/? [41:38<00:00,  2.37it/s]
Epoch 0: |          | 5918/? [41:38<00:00,  2.37it/s]
Epoch 0: |          | 5919/? [41:38<00:00,  2.37it/s]
Epoch 0: |          | 5919/? [41:38<00:00,  2.37it/s]
Epoch 0: |          | 5920/? [41:39<00:00,  2.37it/s]
Epoch 0: |          | 5920/? [41:39<00:00,  2.37it/s]
Epoch 0: |          | 5921/? [41:39<00:00,  2.37it/s]
Epoch 0: |          | 5921/? [41:39<00:00,  2.37it/s]
Epoch 0: |          | 5922/? [41:39<00:00,  2.37it/s]
Epoch 0: |          | 5922/? [41:39<00:00,  2.37it/s]
Epoch 0: |          | 5923/? [41:40<00:00,  2.37it/s]
Epoch 0: |          | 5923/? [41:40<00:00,  2.37it/s]
Epoch 0: |          | 5924/? [41:40<00:00,  2.37it/s]
Epoch 0: |          | 5924/? [41:40<00:00,  2.37it/s]
Epoch 0: |          | 5925/? [41:40<00:00,  2.37it/s]
Epoch 0: |          | 5925/? [41:40<00:00,  2.37it/s]
Epoch 0: |          | 5926/? [41:41<00:00,  2.37it/s]
Epoch 0: |          | 5926/? [41:41<00:00,  2.37it/s]
Epoch 0: |          | 5927/? [41:41<00:00,  2.37it/s]
Epoch 0: |          | 5927/? [41:41<00:00,  2.37it/s]
Epoch 0: |          | 5928/? [41:41<00:00,  2.37it/s]
Epoch 0: |          | 5928/? [41:41<00:00,  2.37it/s]
Epoch 0: |          | 5929/? [41:41<00:00,  2.37it/s]
Epoch 0: |          | 5929/? [41:41<00:00,  2.37it/s]
Epoch 0: |          | 5930/? [41:42<00:00,  2.37it/s]
Epoch 0: |          | 5930/? [41:42<00:00,  2.37it/s]
Epoch 0: |          | 5931/? [41:42<00:00,  2.37it/s]
Epoch 0: |          | 5931/? [41:42<00:00,  2.37it/s]
Epoch 0: |          | 5932/? [41:42<00:00,  2.37it/s]
Epoch 0: |          | 5932/? [41:42<00:00,  2.37it/s]
Epoch 0: |          | 5933/? [41:43<00:00,  2.37it/s]
Epoch 0: |          | 5933/? [41:43<00:00,  2.37it/s]
Epoch 0: |          | 5934/? [41:43<00:00,  2.37it/s]
Epoch 0: |          | 5934/? [41:43<00:00,  2.37it/s]
Epoch 0: |          | 5935/? [41:43<00:00,  2.37it/s]
Epoch 0: |          | 5935/? [41:43<00:00,  2.37it/s]
Epoch 0: |          | 5936/? [41:43<00:00,  2.37it/s]
Epoch 0: |          | 5936/? [41:43<00:00,  2.37it/s]
Epoch 0: |          | 5937/? [41:44<00:00,  2.37it/s]
Epoch 0: |          | 5937/? [41:44<00:00,  2.37it/s]
Epoch 0: |          | 5938/? [41:44<00:00,  2.37it/s]
Epoch 0: |          | 5938/? [41:44<00:00,  2.37it/s]
Epoch 0: |          | 5939/? [41:44<00:00,  2.37it/s]
Epoch 0: |          | 5939/? [41:44<00:00,  2.37it/s]
Epoch 0: |          | 5940/? [41:45<00:00,  2.37it/s]
Epoch 0: |          | 5940/? [41:45<00:00,  2.37it/s]
Epoch 0: |          | 5941/? [41:45<00:00,  2.37it/s]
Epoch 0: |          | 5941/? [41:45<00:00,  2.37it/s]
Epoch 0: |          | 5942/? [41:45<00:00,  2.37it/s]
Epoch 0: |          | 5942/? [41:45<00:00,  2.37it/s]
Epoch 0: |          | 5943/? [41:46<00:00,  2.37it/s]
Epoch 0: |          | 5943/? [41:46<00:00,  2.37it/s]
Epoch 0: |          | 5944/? [41:46<00:00,  2.37it/s]
Epoch 0: |          | 5944/? [41:46<00:00,  2.37it/s]
Epoch 0: |          | 5945/? [41:46<00:00,  2.37it/s]
Epoch 0: |          | 5945/? [41:46<00:00,  2.37it/s]
Epoch 0: |          | 5946/? [41:46<00:00,  2.37it/s]
Epoch 0: |          | 5946/? [41:46<00:00,  2.37it/s]
Epoch 0: |          | 5947/? [41:47<00:00,  2.37it/s]
Epoch 0: |          | 5947/? [41:47<00:00,  2.37it/s]
Epoch 0: |          | 5948/? [41:47<00:00,  2.37it/s]
Epoch 0: |          | 5948/? [41:47<00:00,  2.37it/s]
Epoch 0: |          | 5949/? [41:48<00:00,  2.37it/s]
Epoch 0: |          | 5949/? [41:48<00:00,  2.37it/s]
Epoch 0: |          | 5950/? [41:48<00:00,  2.37it/s]
Epoch 0: |          | 5950/? [41:48<00:00,  2.37it/s]
Epoch 0: |          | 5951/? [41:48<00:00,  2.37it/s]
Epoch 0: |          | 5951/? [41:48<00:00,  2.37it/s]
Epoch 0: |          | 5952/? [41:48<00:00,  2.37it/s]
Epoch 0: |          | 5952/? [41:48<00:00,  2.37it/s]
Epoch 0: |          | 5953/? [41:49<00:00,  2.37it/s]
Epoch 0: |          | 5953/? [41:49<00:00,  2.37it/s]
Epoch 0: |          | 5954/? [41:49<00:00,  2.37it/s]
Epoch 0: |          | 5954/? [41:49<00:00,  2.37it/s]
Epoch 0: |          | 5955/? [41:49<00:00,  2.37it/s]
Epoch 0: |          | 5955/? [41:49<00:00,  2.37it/s]
Epoch 0: |          | 5956/? [41:50<00:00,  2.37it/s]
Epoch 0: |          | 5956/? [41:50<00:00,  2.37it/s]
Epoch 0: |          | 5957/? [41:50<00:00,  2.37it/s]
Epoch 0: |          | 5957/? [41:50<00:00,  2.37it/s]
Epoch 0: |          | 5958/? [41:50<00:00,  2.37it/s]
Epoch 0: |          | 5958/? [41:50<00:00,  2.37it/s]
Epoch 0: |          | 5959/? [41:51<00:00,  2.37it/s]
Epoch 0: |          | 5959/? [41:51<00:00,  2.37it/s]
Epoch 0: |          | 5960/? [41:51<00:00,  2.37it/s]
Epoch 0: |          | 5960/? [41:51<00:00,  2.37it/s]
Epoch 0: |          | 5961/? [41:51<00:00,  2.37it/s]
Epoch 0: |          | 5961/? [41:51<00:00,  2.37it/s]
Epoch 0: |          | 5962/? [41:52<00:00,  2.37it/s]
Epoch 0: |          | 5962/? [41:52<00:00,  2.37it/s]
Epoch 0: |          | 5963/? [41:52<00:00,  2.37it/s]
Epoch 0: |          | 5963/? [41:52<00:00,  2.37it/s]
Epoch 0: |          | 5964/? [41:52<00:00,  2.37it/s]
Epoch 0: |          | 5964/? [41:52<00:00,  2.37it/s]
Epoch 0: |          | 5965/? [41:52<00:00,  2.37it/s]
Epoch 0: |          | 5965/? [41:52<00:00,  2.37it/s]
Epoch 0: |          | 5966/? [41:53<00:00,  2.37it/s]
Epoch 0: |          | 5966/? [41:53<00:00,  2.37it/s]
Epoch 0: |          | 5967/? [41:53<00:00,  2.37it/s]
Epoch 0: |          | 5967/? [41:53<00:00,  2.37it/s]
Epoch 0: |          | 5968/? [41:53<00:00,  2.37it/s]
Epoch 0: |          | 5968/? [41:53<00:00,  2.37it/s]
Epoch 0: |          | 5969/? [41:54<00:00,  2.37it/s]
Epoch 0: |          | 5969/? [41:54<00:00,  2.37it/s]
Epoch 0: |          | 5970/? [41:54<00:00,  2.37it/s]
Epoch 0: |          | 5970/? [41:54<00:00,  2.37it/s]
Epoch 0: |          | 5971/? [41:54<00:00,  2.37it/s]
Epoch 0: |          | 5971/? [41:54<00:00,  2.37it/s]
Epoch 0: |          | 5972/? [41:55<00:00,  2.37it/s]
Epoch 0: |          | 5972/? [41:55<00:00,  2.37it/s]
Epoch 0: |          | 5973/? [41:55<00:00,  2.37it/s]
Epoch 0: |          | 5973/? [41:55<00:00,  2.37it/s]
Epoch 0: |          | 5974/? [41:55<00:00,  2.37it/s]
Epoch 0: |          | 5974/? [41:55<00:00,  2.37it/s]
Epoch 0: |          | 5975/? [41:55<00:00,  2.37it/s]
Epoch 0: |          | 5975/? [41:55<00:00,  2.37it/s]
Epoch 0: |          | 5976/? [41:56<00:00,  2.37it/s]
Epoch 0: |          | 5976/? [41:56<00:00,  2.37it/s]
Epoch 0: |          | 5977/? [41:56<00:00,  2.38it/s]
Epoch 0: |          | 5977/? [41:56<00:00,  2.38it/s]
Epoch 0: |          | 5978/? [41:56<00:00,  2.38it/s]
Epoch 0: |          | 5978/? [41:56<00:00,  2.38it/s]
Epoch 0: |          | 5979/? [41:57<00:00,  2.38it/s]
Epoch 0: |          | 5979/? [41:57<00:00,  2.38it/s]
Epoch 0: |          | 5980/? [41:57<00:00,  2.38it/s]
Epoch 0: |          | 5980/? [41:57<00:00,  2.38it/s]
Epoch 0: |          | 5981/? [41:57<00:00,  2.38it/s]
Epoch 0: |          | 5981/? [41:57<00:00,  2.38it/s]
Epoch 0: |          | 5982/? [41:58<00:00,  2.38it/s]
Epoch 0: |          | 5982/? [41:58<00:00,  2.38it/s]
Epoch 0: |          | 5983/? [41:58<00:00,  2.38it/s]
Epoch 0: |          | 5983/? [41:58<00:00,  2.38it/s]
Epoch 0: |          | 5984/? [41:58<00:00,  2.38it/s]
Epoch 0: |          | 5984/? [41:58<00:00,  2.38it/s]
Epoch 0: |          | 5985/? [41:58<00:00,  2.38it/s]
Epoch 0: |          | 5985/? [41:58<00:00,  2.38it/s]
Epoch 0: |          | 5986/? [41:59<00:00,  2.38it/s]
Epoch 0: |          | 5986/? [41:59<00:00,  2.38it/s]
Epoch 0: |          | 5987/? [41:59<00:00,  2.38it/s]
Epoch 0: |          | 5987/? [41:59<00:00,  2.38it/s]
Epoch 0: |          | 5988/? [41:59<00:00,  2.38it/s]
Epoch 0: |          | 5988/? [41:59<00:00,  2.38it/s]
Epoch 0: |          | 5989/? [42:00<00:00,  2.38it/s]
Epoch 0: |          | 5989/? [42:00<00:00,  2.38it/s]
Epoch 0: |          | 5990/? [42:00<00:00,  2.38it/s]
Epoch 0: |          | 5990/? [42:00<00:00,  2.38it/s]
Epoch 0: |          | 5991/? [42:00<00:00,  2.38it/s]
Epoch 0: |          | 5991/? [42:00<00:00,  2.38it/s]
Epoch 0: |          | 5992/? [42:00<00:00,  2.38it/s]
Epoch 0: |          | 5992/? [42:00<00:00,  2.38it/s]
Epoch 0: |          | 5993/? [42:01<00:00,  2.38it/s]
Epoch 0: |          | 5993/? [42:01<00:00,  2.38it/s]
Epoch 0: |          | 5994/? [42:01<00:00,  2.38it/s]
Epoch 0: |          | 5994/? [42:01<00:00,  2.38it/s]
Epoch 0: |          | 5995/? [42:01<00:00,  2.38it/s]
Epoch 0: |          | 5995/? [42:01<00:00,  2.38it/s]
Epoch 0: |          | 5996/? [42:02<00:00,  2.38it/s]
Epoch 0: |          | 5996/? [42:02<00:00,  2.38it/s]
Epoch 0: |          | 5997/? [42:02<00:00,  2.38it/s]
Epoch 0: |          | 5997/? [42:02<00:00,  2.38it/s]
Epoch 0: |          | 5998/? [42:02<00:00,  2.38it/s]
Epoch 0: |          | 5998/? [42:02<00:00,  2.38it/s]
Epoch 0: |          | 5999/? [42:03<00:00,  2.38it/s]
Epoch 0: |          | 5999/? [42:03<00:00,  2.38it/s]
Epoch 0: |          | 6000/? [42:03<00:00,  2.38it/s]
Epoch 0: |          | 6000/? [42:03<00:00,  2.38it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.03it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.87it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 11.75it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 11.52it/s]

Epoch 0: |          | 6000/? [42:03<00:00,  2.38it/s]
Epoch 0: |          | 6001/? [42:03<00:00,  2.38it/s]
Epoch 0: |          | 6001/? [42:03<00:00,  2.38it/s]
Epoch 0: |          | 6002/? [42:04<00:00,  2.38it/s]
Epoch 0: |          | 6002/? [42:04<00:00,  2.38it/s]
Epoch 0: |          | 6003/? [42:04<00:00,  2.38it/s]
Epoch 0: |          | 6003/? [42:04<00:00,  2.38it/s]
Epoch 0: |          | 6004/? [42:04<00:00,  2.38it/s]
Epoch 0: |          | 6004/? [42:04<00:00,  2.38it/s]
Epoch 0: |          | 6005/? [42:05<00:00,  2.38it/s]
Epoch 0: |          | 6005/? [42:05<00:00,  2.38it/s]
Epoch 0: |          | 6006/? [42:05<00:00,  2.38it/s]
Epoch 0: |          | 6006/? [42:05<00:00,  2.38it/s]
Epoch 0: |          | 6007/? [42:05<00:00,  2.38it/s]
Epoch 0: |          | 6007/? [42:05<00:00,  2.38it/s]
Epoch 0: |          | 6008/? [42:06<00:00,  2.38it/s]
Epoch 0: |          | 6008/? [42:06<00:00,  2.38it/s]
Epoch 0: |          | 6009/? [42:06<00:00,  2.38it/s]
Epoch 0: |          | 6009/? [42:06<00:00,  2.38it/s]
Epoch 0: |          | 6010/? [42:06<00:00,  2.38it/s]
Epoch 0: |          | 6010/? [42:06<00:00,  2.38it/s]
Epoch 0: |          | 6011/? [42:07<00:00,  2.38it/s]
Epoch 0: |          | 6011/? [42:07<00:00,  2.38it/s]
Epoch 0: |          | 6012/? [42:07<00:00,  2.38it/s]
Epoch 0: |          | 6012/? [42:07<00:00,  2.38it/s]
Epoch 0: |          | 6013/? [42:07<00:00,  2.38it/s]
Epoch 0: |          | 6013/? [42:07<00:00,  2.38it/s]
Epoch 0: |          | 6014/? [42:07<00:00,  2.38it/s]
Epoch 0: |          | 6014/? [42:07<00:00,  2.38it/s]
Epoch 0: |          | 6015/? [42:08<00:00,  2.38it/s]
Epoch 0: |          | 6015/? [42:08<00:00,  2.38it/s]
Epoch 0: |          | 6016/? [42:08<00:00,  2.38it/s]
Epoch 0: |          | 6016/? [42:08<00:00,  2.38it/s]
Epoch 0: |          | 6017/? [42:08<00:00,  2.38it/s]
Epoch 0: |          | 6017/? [42:08<00:00,  2.38it/s]
Epoch 0: |          | 6018/? [42:09<00:00,  2.38it/s]
Epoch 0: |          | 6018/? [42:09<00:00,  2.38it/s]
Epoch 0: |          | 6019/? [42:09<00:00,  2.38it/s]
Epoch 0: |          | 6019/? [42:09<00:00,  2.38it/s]
Epoch 0: |          | 6020/? [42:09<00:00,  2.38it/s]
Epoch 0: |          | 6020/? [42:09<00:00,  2.38it/s]
Epoch 0: |          | 6021/? [42:10<00:00,  2.38it/s]
Epoch 0: |          | 6021/? [42:10<00:00,  2.38it/s]
Epoch 0: |          | 6022/? [42:10<00:00,  2.38it/s]
Epoch 0: |          | 6022/? [42:10<00:00,  2.38it/s]
Epoch 0: |          | 6023/? [42:10<00:00,  2.38it/s]
Epoch 0: |          | 6023/? [42:10<00:00,  2.38it/s]
Epoch 0: |          | 6024/? [42:10<00:00,  2.38it/s]
Epoch 0: |          | 6024/? [42:10<00:00,  2.38it/s]
Epoch 0: |          | 6025/? [42:11<00:00,  2.38it/s]
Epoch 0: |          | 6025/? [42:11<00:00,  2.38it/s]
Epoch 0: |          | 6026/? [42:11<00:00,  2.38it/s]
Epoch 0: |          | 6026/? [42:11<00:00,  2.38it/s]
Epoch 0: |          | 6027/? [42:11<00:00,  2.38it/s]
Epoch 0: |          | 6027/? [42:11<00:00,  2.38it/s]
Epoch 0: |          | 6028/? [42:12<00:00,  2.38it/s]
Epoch 0: |          | 6028/? [42:12<00:00,  2.38it/s]
Epoch 0: |          | 6029/? [42:12<00:00,  2.38it/s]
Epoch 0: |          | 6029/? [42:12<00:00,  2.38it/s]
Epoch 0: |          | 6030/? [42:12<00:00,  2.38it/s]
Epoch 0: |          | 6030/? [42:12<00:00,  2.38it/s]
Epoch 0: |          | 6031/? [42:13<00:00,  2.38it/s]
Epoch 0: |          | 6031/? [42:13<00:00,  2.38it/s]
Epoch 0: |          | 6032/? [42:13<00:00,  2.38it/s]
Epoch 0: |          | 6032/? [42:13<00:00,  2.38it/s]
Epoch 0: |          | 6033/? [42:13<00:00,  2.38it/s]
Epoch 0: |          | 6033/? [42:13<00:00,  2.38it/s]
Epoch 0: |          | 6034/? [42:14<00:00,  2.38it/s]
Epoch 0: |          | 6034/? [42:14<00:00,  2.38it/s]
Epoch 0: |          | 6035/? [42:14<00:00,  2.38it/s]
Epoch 0: |          | 6035/? [42:14<00:00,  2.38it/s]
Epoch 0: |          | 6036/? [42:14<00:00,  2.38it/s]
Epoch 0: |          | 6036/? [42:14<00:00,  2.38it/s]
Epoch 0: |          | 6037/? [42:15<00:00,  2.38it/s]
Epoch 0: |          | 6037/? [42:15<00:00,  2.38it/s]
Epoch 0: |          | 6038/? [42:15<00:00,  2.38it/s]
Epoch 0: |          | 6038/? [42:15<00:00,  2.38it/s]
Epoch 0: |          | 6039/? [42:15<00:00,  2.38it/s]
Epoch 0: |          | 6039/? [42:15<00:00,  2.38it/s]
Epoch 0: |          | 6040/? [42:15<00:00,  2.38it/s]
Epoch 0: |          | 6040/? [42:15<00:00,  2.38it/s]
Epoch 0: |          | 6041/? [42:16<00:00,  2.38it/s]
Epoch 0: |          | 6041/? [42:16<00:00,  2.38it/s]
Epoch 0: |          | 6042/? [42:16<00:00,  2.38it/s]
Epoch 0: |          | 6042/? [42:16<00:00,  2.38it/s]
Epoch 0: |          | 6043/? [42:16<00:00,  2.38it/s]
Epoch 0: |          | 6043/? [42:16<00:00,  2.38it/s]
Epoch 0: |          | 6044/? [42:17<00:00,  2.38it/s]
Epoch 0: |          | 6044/? [42:17<00:00,  2.38it/s]
Epoch 0: |          | 6045/? [42:17<00:00,  2.38it/s]
Epoch 0: |          | 6045/? [42:17<00:00,  2.38it/s]
Epoch 0: |          | 6046/? [42:17<00:00,  2.38it/s]
Epoch 0: |          | 6046/? [42:17<00:00,  2.38it/s]
Epoch 0: |          | 6047/? [42:18<00:00,  2.38it/s]
Epoch 0: |          | 6047/? [42:18<00:00,  2.38it/s]
Epoch 0: |          | 6048/? [42:18<00:00,  2.38it/s]
Epoch 0: |          | 6048/? [42:18<00:00,  2.38it/s]
Epoch 0: |          | 6049/? [42:18<00:00,  2.38it/s]
Epoch 0: |          | 6049/? [42:18<00:00,  2.38it/s]
Epoch 0: |          | 6050/? [42:18<00:00,  2.38it/s]
Epoch 0: |          | 6050/? [42:18<00:00,  2.38it/s]
Epoch 0: |          | 6051/? [42:19<00:00,  2.38it/s]
Epoch 0: |          | 6051/? [42:19<00:00,  2.38it/s]
Epoch 0: |          | 6052/? [42:19<00:00,  2.38it/s]
Epoch 0: |          | 6052/? [42:19<00:00,  2.38it/s]
Epoch 0: |          | 6053/? [42:19<00:00,  2.38it/s]
Epoch 0: |          | 6053/? [42:19<00:00,  2.38it/s]
Epoch 0: |          | 6054/? [42:20<00:00,  2.38it/s]
Epoch 0: |          | 6054/? [42:20<00:00,  2.38it/s]
Epoch 0: |          | 6055/? [42:20<00:00,  2.38it/s]
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Epoch 0: |          | 6195/? [43:01<00:00,  2.40it/s]
Epoch 0: |          | 6195/? [43:01<00:00,  2.40it/s]
Epoch 0: |          | 6196/? [43:01<00:00,  2.40it/s]
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Epoch 0: |          | 6197/? [43:01<00:00,  2.40it/s]
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Epoch 0: |          | 6198/? [43:02<00:00,  2.40it/s]
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Epoch 0: |          | 6199/? [43:02<00:00,  2.40it/s]
Epoch 0: |          | 6199/? [43:02<00:00,  2.40it/s]
Epoch 0: |          | 6200/? [43:02<00:00,  2.40it/s]
Epoch 0: |          | 6200/? [43:02<00:00,  2.40it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.58it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.59it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.19it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.25it/s]

Epoch 0: |          | 6200/? [43:03<00:00,  2.40it/s]
Epoch 0: |          | 6201/? [43:03<00:00,  2.40it/s]
Epoch 0: |          | 6201/? [43:03<00:00,  2.40it/s]
Epoch 0: |          | 6202/? [43:03<00:00,  2.40it/s]
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Epoch 0: |          | 6203/? [43:04<00:00,  2.40it/s]
Epoch 0: |          | 6203/? [43:04<00:00,  2.40it/s]
Epoch 0: |          | 6204/? [43:04<00:00,  2.40it/s]
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Epoch 0: |          | 6205/? [43:04<00:00,  2.40it/s]
Epoch 0: |          | 6205/? [43:04<00:00,  2.40it/s]
Epoch 0: |          | 6206/? [43:04<00:00,  2.40it/s]
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Epoch 0: |          | 6207/? [43:05<00:00,  2.40it/s]
Epoch 0: |          | 6207/? [43:05<00:00,  2.40it/s]
Epoch 0: |          | 6208/? [43:05<00:00,  2.40it/s]
Epoch 0: |          | 6208/? [43:05<00:00,  2.40it/s]
Epoch 0: |          | 6209/? [43:05<00:00,  2.40it/s]
Epoch 0: |          | 6209/? [43:05<00:00,  2.40it/s]
Epoch 0: |          | 6210/? [43:06<00:00,  2.40it/s]
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Epoch 0: |          | 6211/? [43:06<00:00,  2.40it/s]
Epoch 0: |          | 6211/? [43:06<00:00,  2.40it/s]
Epoch 0: |          | 6212/? [43:06<00:00,  2.40it/s]
Epoch 0: |          | 6212/? [43:06<00:00,  2.40it/s]
Epoch 0: |          | 6213/? [43:06<00:00,  2.40it/s]
Epoch 0: |          | 6213/? [43:07<00:00,  2.40it/s]
Epoch 0: |          | 6214/? [43:07<00:00,  2.40it/s]
Epoch 0: |          | 6214/? [43:07<00:00,  2.40it/s]
Epoch 0: |          | 6215/? [43:07<00:00,  2.40it/s]
Epoch 0: |          | 6215/? [43:07<00:00,  2.40it/s]
Epoch 0: |          | 6216/? [43:07<00:00,  2.40it/s]
Epoch 0: |          | 6216/? [43:07<00:00,  2.40it/s]
Epoch 0: |          | 6217/? [43:08<00:00,  2.40it/s]
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Epoch 0: |          | 6218/? [43:08<00:00,  2.40it/s]
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Epoch 0: |          | 6219/? [43:08<00:00,  2.40it/s]
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Epoch 0: |          | 6220/? [43:09<00:00,  2.40it/s]
Epoch 0: |          | 6220/? [43:09<00:00,  2.40it/s]
Epoch 0: |          | 6221/? [43:09<00:00,  2.40it/s]
Epoch 0: |          | 6221/? [43:09<00:00,  2.40it/s]
Epoch 0: |          | 6222/? [43:09<00:00,  2.40it/s]
Epoch 0: |          | 6222/? [43:09<00:00,  2.40it/s]
Epoch 0: |          | 6223/? [43:09<00:00,  2.40it/s]
Epoch 0: |          | 6223/? [43:09<00:00,  2.40it/s]
Epoch 0: |          | 6224/? [43:10<00:00,  2.40it/s]
Epoch 0: |          | 6224/? [43:10<00:00,  2.40it/s]
Epoch 0: |          | 6225/? [43:10<00:00,  2.40it/s]
Epoch 0: |          | 6225/? [43:10<00:00,  2.40it/s]
Epoch 0: |          | 6226/? [43:10<00:00,  2.40it/s]
Epoch 0: |          | 6226/? [43:10<00:00,  2.40it/s]
Epoch 0: |          | 6227/? [43:11<00:00,  2.40it/s]
Epoch 0: |          | 6227/? [43:11<00:00,  2.40it/s]
Epoch 0: |          | 6228/? [43:11<00:00,  2.40it/s]
Epoch 0: |          | 6228/? [43:11<00:00,  2.40it/s]
Epoch 0: |          | 6229/? [43:11<00:00,  2.40it/s]
Epoch 0: |          | 6229/? [43:11<00:00,  2.40it/s]
Epoch 0: |          | 6230/? [43:11<00:00,  2.40it/s]
Epoch 0: |          | 6230/? [43:11<00:00,  2.40it/s]
Epoch 0: |          | 6231/? [43:12<00:00,  2.40it/s]
Epoch 0: |          | 6231/? [43:12<00:00,  2.40it/s]
Epoch 0: |          | 6232/? [43:12<00:00,  2.40it/s]
Epoch 0: |          | 6232/? [43:12<00:00,  2.40it/s]
Epoch 0: |          | 6233/? [43:12<00:00,  2.40it/s]
Epoch 0: |          | 6233/? [43:12<00:00,  2.40it/s]
Epoch 0: |          | 6234/? [43:13<00:00,  2.40it/s]
Epoch 0: |          | 6234/? [43:13<00:00,  2.40it/s]
Epoch 0: |          | 6235/? [43:13<00:00,  2.40it/s]
Epoch 0: |          | 6235/? [43:13<00:00,  2.40it/s]
Epoch 0: |          | 6236/? [43:13<00:00,  2.40it/s]
Epoch 0: |          | 6236/? [43:13<00:00,  2.40it/s]
Epoch 0: |          | 6237/? [43:14<00:00,  2.40it/s]
Epoch 0: |          | 6237/? [43:14<00:00,  2.40it/s]
Epoch 0: |          | 6238/? [43:14<00:00,  2.40it/s]
Epoch 0: |          | 6238/? [43:14<00:00,  2.40it/s]
Epoch 0: |          | 6239/? [43:14<00:00,  2.40it/s]
Epoch 0: |          | 6239/? [43:14<00:00,  2.40it/s]
Epoch 0: |          | 6240/? [43:14<00:00,  2.40it/s]
Epoch 0: |          | 6240/? [43:14<00:00,  2.40it/s]
Epoch 0: |          | 6241/? [43:15<00:00,  2.40it/s]
Epoch 0: |          | 6241/? [43:15<00:00,  2.40it/s]
Epoch 0: |          | 6242/? [43:15<00:00,  2.40it/s]
Epoch 0: |          | 6242/? [43:15<00:00,  2.40it/s]
Epoch 0: |          | 6243/? [43:15<00:00,  2.41it/s]
Epoch 0: |          | 6243/? [43:15<00:00,  2.41it/s]
Epoch 0: |          | 6244/? [43:16<00:00,  2.41it/s]
Epoch 0: |          | 6244/? [43:16<00:00,  2.41it/s]
Epoch 0: |          | 6245/? [43:16<00:00,  2.41it/s]
Epoch 0: |          | 6245/? [43:16<00:00,  2.41it/s]
Epoch 0: |          | 6246/? [43:16<00:00,  2.41it/s]
Epoch 0: |          | 6246/? [43:16<00:00,  2.41it/s]
Epoch 0: |          | 6247/? [43:16<00:00,  2.41it/s]
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Epoch 0: |          | 6248/? [43:17<00:00,  2.41it/s]
Epoch 0: |          | 6248/? [43:17<00:00,  2.41it/s]
Epoch 0: |          | 6249/? [43:17<00:00,  2.41it/s]
Epoch 0: |          | 6249/? [43:17<00:00,  2.41it/s]
Epoch 0: |          | 6250/? [43:17<00:00,  2.41it/s]
Epoch 0: |          | 6250/? [43:17<00:00,  2.41it/s]
Epoch 0: |          | 6251/? [43:18<00:00,  2.41it/s]
Epoch 0: |          | 6251/? [43:18<00:00,  2.41it/s]
Epoch 0: |          | 6252/? [43:18<00:00,  2.41it/s]
Epoch 0: |          | 6252/? [43:18<00:00,  2.41it/s]
Epoch 0: |          | 6253/? [43:18<00:00,  2.41it/s]
Epoch 0: |          | 6253/? [43:18<00:00,  2.41it/s]
Epoch 0: |          | 6254/? [43:18<00:00,  2.41it/s]
Epoch 0: |          | 6254/? [43:18<00:00,  2.41it/s]
Epoch 0: |          | 6255/? [43:19<00:00,  2.41it/s]
Epoch 0: |          | 6255/? [43:19<00:00,  2.41it/s]
Epoch 0: |          | 6256/? [43:19<00:00,  2.41it/s]
Epoch 0: |          | 6256/? [43:19<00:00,  2.41it/s]
Epoch 0: |          | 6257/? [43:19<00:00,  2.41it/s]
Epoch 0: |          | 6257/? [43:19<00:00,  2.41it/s]
Epoch 0: |          | 6258/? [43:20<00:00,  2.41it/s]
Epoch 0: |          | 6258/? [43:20<00:00,  2.41it/s]
Epoch 0: |          | 6259/? [43:20<00:00,  2.41it/s]
Epoch 0: |          | 6259/? [43:20<00:00,  2.41it/s]
Epoch 0: |          | 6260/? [43:20<00:00,  2.41it/s]
Epoch 0: |          | 6260/? [43:20<00:00,  2.41it/s]
Epoch 0: |          | 6261/? [43:21<00:00,  2.41it/s]
Epoch 0: |          | 6261/? [43:21<00:00,  2.41it/s]
Epoch 0: |          | 6262/? [43:21<00:00,  2.41it/s]
Epoch 0: |          | 6262/? [43:21<00:00,  2.41it/s]
Epoch 0: |          | 6263/? [43:21<00:00,  2.41it/s]
Epoch 0: |          | 6263/? [43:21<00:00,  2.41it/s]
Epoch 0: |          | 6264/? [43:21<00:00,  2.41it/s]
Epoch 0: |          | 6264/? [43:21<00:00,  2.41it/s]
Epoch 0: |          | 6265/? [43:22<00:00,  2.41it/s]
Epoch 0: |          | 6265/? [43:22<00:00,  2.41it/s]
Epoch 0: |          | 6266/? [43:22<00:00,  2.41it/s]
Epoch 0: |          | 6266/? [43:22<00:00,  2.41it/s]
Epoch 0: |          | 6267/? [43:22<00:00,  2.41it/s]
Epoch 0: |          | 6267/? [43:22<00:00,  2.41it/s]
Epoch 0: |          | 6268/? [43:23<00:00,  2.41it/s]
Epoch 0: |          | 6268/? [43:23<00:00,  2.41it/s]
Epoch 0: |          | 6269/? [43:23<00:00,  2.41it/s]
Epoch 0: |          | 6269/? [43:23<00:00,  2.41it/s]
Epoch 0: |          | 6270/? [43:23<00:00,  2.41it/s]
Epoch 0: |          | 6270/? [43:23<00:00,  2.41it/s]
Epoch 0: |          | 6271/? [43:23<00:00,  2.41it/s]
Epoch 0: |          | 6271/? [43:23<00:00,  2.41it/s]
Epoch 0: |          | 6272/? [43:24<00:00,  2.41it/s]
Epoch 0: |          | 6272/? [43:24<00:00,  2.41it/s]
Epoch 0: |          | 6273/? [43:24<00:00,  2.41it/s]
Epoch 0: |          | 6273/? [43:24<00:00,  2.41it/s]
Epoch 0: |          | 6274/? [43:24<00:00,  2.41it/s]
Epoch 0: |          | 6274/? [43:24<00:00,  2.41it/s]
Epoch 0: |          | 6275/? [43:25<00:00,  2.41it/s]
Epoch 0: |          | 6275/? [43:25<00:00,  2.41it/s]
Epoch 0: |          | 6276/? [43:25<00:00,  2.41it/s]
Epoch 0: |          | 6276/? [43:25<00:00,  2.41it/s]
Epoch 0: |          | 6277/? [43:25<00:00,  2.41it/s]
Epoch 0: |          | 6277/? [43:25<00:00,  2.41it/s]
Epoch 0: |          | 6278/? [43:25<00:00,  2.41it/s]
Epoch 0: |          | 6278/? [43:25<00:00,  2.41it/s]
Epoch 0: |          | 6279/? [43:26<00:00,  2.41it/s]
Epoch 0: |          | 6279/? [43:26<00:00,  2.41it/s]
Epoch 0: |          | 6280/? [43:26<00:00,  2.41it/s]
Epoch 0: |          | 6280/? [43:26<00:00,  2.41it/s]
Epoch 0: |          | 6281/? [43:26<00:00,  2.41it/s]
Epoch 0: |          | 6281/? [43:26<00:00,  2.41it/s]
Epoch 0: |          | 6282/? [43:27<00:00,  2.41it/s]
Epoch 0: |          | 6282/? [43:27<00:00,  2.41it/s]
Epoch 0: |          | 6283/? [43:27<00:00,  2.41it/s]
Epoch 0: |          | 6283/? [43:27<00:00,  2.41it/s]
Epoch 0: |          | 6284/? [43:27<00:00,  2.41it/s]
Epoch 0: |          | 6284/? [43:27<00:00,  2.41it/s]
Epoch 0: |          | 6285/? [43:27<00:00,  2.41it/s]
Epoch 0: |          | 6285/? [43:27<00:00,  2.41it/s]
Epoch 0: |          | 6286/? [43:28<00:00,  2.41it/s]
Epoch 0: |          | 6286/? [43:28<00:00,  2.41it/s]
Epoch 0: |          | 6287/? [43:28<00:00,  2.41it/s]
Epoch 0: |          | 6287/? [43:28<00:00,  2.41it/s]
Epoch 0: |          | 6288/? [43:28<00:00,  2.41it/s]
Epoch 0: |          | 6288/? [43:28<00:00,  2.41it/s]
Epoch 0: |          | 6289/? [43:29<00:00,  2.41it/s]
Epoch 0: |          | 6289/? [43:29<00:00,  2.41it/s]
Epoch 0: |          | 6290/? [43:29<00:00,  2.41it/s]
Epoch 0: |          | 6290/? [43:29<00:00,  2.41it/s]
Epoch 0: |          | 6291/? [43:29<00:00,  2.41it/s]
Epoch 0: |          | 6291/? [43:29<00:00,  2.41it/s]
Epoch 0: |          | 6292/? [43:30<00:00,  2.41it/s]
Epoch 0: |          | 6292/? [43:30<00:00,  2.41it/s]
Epoch 0: |          | 6293/? [43:30<00:00,  2.41it/s]
Epoch 0: |          | 6293/? [43:30<00:00,  2.41it/s]
Epoch 0: |          | 6294/? [43:30<00:00,  2.41it/s]
Epoch 0: |          | 6294/? [43:30<00:00,  2.41it/s]
Epoch 0: |          | 6295/? [43:30<00:00,  2.41it/s]
Epoch 0: |          | 6295/? [43:30<00:00,  2.41it/s]
Epoch 0: |          | 6296/? [43:31<00:00,  2.41it/s]
Epoch 0: |          | 6296/? [43:31<00:00,  2.41it/s]
Epoch 0: |          | 6297/? [43:31<00:00,  2.41it/s]
Epoch 0: |          | 6297/? [43:31<00:00,  2.41it/s]
Epoch 0: |          | 6298/? [43:31<00:00,  2.41it/s]
Epoch 0: |          | 6298/? [43:31<00:00,  2.41it/s]
Epoch 0: |          | 6299/? [43:32<00:00,  2.41it/s]
Epoch 0: |          | 6299/? [43:32<00:00,  2.41it/s]
Epoch 0: |          | 6300/? [43:32<00:00,  2.41it/s]
Epoch 0: |          | 6300/? [43:32<00:00,  2.41it/s]
Epoch 0: |          | 6301/? [43:32<00:00,  2.41it/s]
Epoch 0: |          | 6301/? [43:32<00:00,  2.41it/s]
Epoch 0: |          | 6302/? [43:32<00:00,  2.41it/s]
Epoch 0: |          | 6302/? [43:32<00:00,  2.41it/s]
Epoch 0: |          | 6303/? [43:33<00:00,  2.41it/s]
Epoch 0: |          | 6303/? [43:33<00:00,  2.41it/s]
Epoch 0: |          | 6304/? [43:33<00:00,  2.41it/s]
Epoch 0: |          | 6304/? [43:33<00:00,  2.41it/s]
Epoch 0: |          | 6305/? [43:33<00:00,  2.41it/s]
Epoch 0: |          | 6305/? [43:33<00:00,  2.41it/s]
Epoch 0: |          | 6306/? [43:34<00:00,  2.41it/s]
Epoch 0: |          | 6306/? [43:34<00:00,  2.41it/s]
Epoch 0: |          | 6307/? [43:34<00:00,  2.41it/s]
Epoch 0: |          | 6307/? [43:34<00:00,  2.41it/s]
Epoch 0: |          | 6308/? [43:34<00:00,  2.41it/s]
Epoch 0: |          | 6308/? [43:34<00:00,  2.41it/s]
Epoch 0: |          | 6309/? [43:35<00:00,  2.41it/s]
Epoch 0: |          | 6309/? [43:35<00:00,  2.41it/s]
Epoch 0: |          | 6310/? [43:35<00:00,  2.41it/s]
Epoch 0: |          | 6310/? [43:35<00:00,  2.41it/s]
Epoch 0: |          | 6311/? [43:35<00:00,  2.41it/s]
Epoch 0: |          | 6311/? [43:35<00:00,  2.41it/s]
Epoch 0: |          | 6312/? [43:35<00:00,  2.41it/s]
Epoch 0: |          | 6312/? [43:35<00:00,  2.41it/s]
Epoch 0: |          | 6313/? [43:36<00:00,  2.41it/s]
Epoch 0: |          | 6313/? [43:36<00:00,  2.41it/s]
Epoch 0: |          | 6314/? [43:36<00:00,  2.41it/s]
Epoch 0: |          | 6314/? [43:36<00:00,  2.41it/s]
Epoch 0: |          | 6315/? [43:36<00:00,  2.41it/s]
Epoch 0: |          | 6315/? [43:36<00:00,  2.41it/s]
Epoch 0: |          | 6316/? [43:37<00:00,  2.41it/s]
Epoch 0: |          | 6316/? [43:37<00:00,  2.41it/s]
Epoch 0: |          | 6317/? [43:37<00:00,  2.41it/s]
Epoch 0: |          | 6317/? [43:37<00:00,  2.41it/s]
Epoch 0: |          | 6318/? [43:37<00:00,  2.41it/s]
Epoch 0: |          | 6318/? [43:37<00:00,  2.41it/s]
Epoch 0: |          | 6319/? [43:38<00:00,  2.41it/s]
Epoch 0: |          | 6319/? [43:38<00:00,  2.41it/s]
Epoch 0: |          | 6320/? [43:38<00:00,  2.41it/s]
Epoch 0: |          | 6320/? [43:38<00:00,  2.41it/s]
Epoch 0: |          | 6321/? [43:38<00:00,  2.41it/s]
Epoch 0: |          | 6321/? [43:38<00:00,  2.41it/s]
Epoch 0: |          | 6322/? [43:38<00:00,  2.41it/s]
Epoch 0: |          | 6322/? [43:38<00:00,  2.41it/s]
Epoch 0: |          | 6323/? [43:39<00:00,  2.41it/s]
Epoch 0: |          | 6323/? [43:39<00:00,  2.41it/s]
Epoch 0: |          | 6324/? [43:39<00:00,  2.41it/s]
Epoch 0: |          | 6324/? [43:39<00:00,  2.41it/s]
Epoch 0: |          | 6325/? [43:39<00:00,  2.41it/s]
Epoch 0: |          | 6325/? [43:39<00:00,  2.41it/s]
Epoch 0: |          | 6326/? [43:40<00:00,  2.41it/s]
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Epoch 0: |          | 6327/? [43:40<00:00,  2.41it/s]
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Epoch 0: |          | 6328/? [43:40<00:00,  2.41it/s]
Epoch 0: |          | 6328/? [43:40<00:00,  2.41it/s]
Epoch 0: |          | 6329/? [43:40<00:00,  2.41it/s]
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Epoch 0: |          | 6330/? [43:41<00:00,  2.41it/s]
Epoch 0: |          | 6330/? [43:41<00:00,  2.41it/s]
Epoch 0: |          | 6331/? [43:41<00:00,  2.42it/s]
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Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.57it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.36it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.50it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.85it/s]
                                                                      
Epoch 0: |          | 6400/? [44:01<00:00,  2.42it/s]
Epoch 0: |          | 6401/? [44:01<00:00,  2.42it/s]
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Epoch 0: |          | 6411/? [44:04<00:00,  2.42it/s]
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Epoch 0: |          | 6430/? [44:10<00:00,  2.43it/s]
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Epoch 0: |          | 6431/? [44:10<00:00,  2.43it/s]
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Epoch 0: |          | 6432/? [44:10<00:00,  2.43it/s]
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Epoch 0: |          | 6433/? [44:11<00:00,  2.43it/s]
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Epoch 0: |          | 6435/? [44:11<00:00,  2.43it/s]
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Epoch 0: |          | 6437/? [44:12<00:00,  2.43it/s]
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Epoch 0: |          | 6460/? [44:18<00:00,  2.43it/s]
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Epoch 0: |          | 6461/? [44:19<00:00,  2.43it/s]
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Epoch 0: |          | 6465/? [44:20<00:00,  2.43it/s]
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Epoch 0: |          | 6510/? [44:33<00:00,  2.44it/s]
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Epoch 0: |          | 6511/? [44:33<00:00,  2.44it/s]
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Epoch 0: |          | 6512/? [44:33<00:00,  2.44it/s]
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Epoch 0: |          | 6513/? [44:33<00:00,  2.44it/s]
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Epoch 0: |          | 6514/? [44:34<00:00,  2.44it/s]
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Epoch 0: |          | 6515/? [44:34<00:00,  2.44it/s]
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Epoch 0: |          | 6516/? [44:34<00:00,  2.44it/s]
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Epoch 0: |          | 6517/? [44:35<00:00,  2.44it/s]
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Epoch 0: |          | 6518/? [44:35<00:00,  2.44it/s]
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Epoch 0: |          | 6519/? [44:35<00:00,  2.44it/s]
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Epoch 0: |          | 6521/? [44:36<00:00,  2.44it/s]
Epoch 0: |          | 6521/? [44:36<00:00,  2.44it/s]
Epoch 0: |          | 6522/? [44:36<00:00,  2.44it/s]
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Epoch 0: |          | 6523/? [44:36<00:00,  2.44it/s]
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Epoch 0: |          | 6524/? [44:37<00:00,  2.44it/s]
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Epoch 0: |          | 6525/? [44:37<00:00,  2.44it/s]
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Epoch 0: |          | 6526/? [44:37<00:00,  2.44it/s]
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Epoch 0: |          | 6527/? [44:37<00:00,  2.44it/s]
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Epoch 0: |          | 6528/? [44:38<00:00,  2.44it/s]
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Epoch 0: |          | 6529/? [44:38<00:00,  2.44it/s]
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Epoch 0: |          | 6530/? [44:38<00:00,  2.44it/s]
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Epoch 0: |          | 6531/? [44:39<00:00,  2.44it/s]
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Epoch 0: |          | 6532/? [44:39<00:00,  2.44it/s]
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Epoch 0: |          | 6533/? [44:39<00:00,  2.44it/s]
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Epoch 0: |          | 6534/? [44:39<00:00,  2.44it/s]
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Epoch 0: |          | 6535/? [44:40<00:00,  2.44it/s]
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Epoch 0: |          | 6537/? [44:40<00:00,  2.44it/s]
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Epoch 0: |          | 6538/? [44:41<00:00,  2.44it/s]
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Epoch 0: |          | 6539/? [44:41<00:00,  2.44it/s]
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Epoch 0: |          | 6540/? [44:41<00:00,  2.44it/s]
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Epoch 0: |          | 6541/? [44:41<00:00,  2.44it/s]
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Epoch 0: |          | 6551/? [44:44<00:00,  2.44it/s]
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Epoch 0: |          | 6552/? [44:45<00:00,  2.44it/s]
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Epoch 0: |          | 6553/? [44:45<00:00,  2.44it/s]
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Epoch 0: |          | 6554/? [44:45<00:00,  2.44it/s]
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Epoch 0: |          | 6560/? [44:47<00:00,  2.44it/s]
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Epoch 0: |          | 6561/? [44:47<00:00,  2.44it/s]
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Epoch 0: |          | 6564/? [44:48<00:00,  2.44it/s]
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Epoch 0: |          | 6565/? [44:48<00:00,  2.44it/s]
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Epoch 0: |          | 6566/? [44:48<00:00,  2.44it/s]
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Epoch 0: |          | 6567/? [44:49<00:00,  2.44it/s]
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Epoch 0: |          | 6568/? [44:49<00:00,  2.44it/s]
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Epoch 0: |          | 6569/? [44:49<00:00,  2.44it/s]
Epoch 0: |          | 6569/? [44:49<00:00,  2.44it/s]
Epoch 0: |          | 6570/? [44:50<00:00,  2.44it/s]
Epoch 0: |          | 6570/? [44:50<00:00,  2.44it/s]
Epoch 0: |          | 6571/? [44:50<00:00,  2.44it/s]
Epoch 0: |          | 6571/? [44:50<00:00,  2.44it/s]
Epoch 0: |          | 6572/? [44:50<00:00,  2.44it/s]
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Epoch 0: |          | 6573/? [44:50<00:00,  2.44it/s]
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Epoch 0: |          | 6574/? [44:51<00:00,  2.44it/s]
Epoch 0: |          | 6574/? [44:51<00:00,  2.44it/s]
Epoch 0: |          | 6575/? [44:51<00:00,  2.44it/s]
Epoch 0: |          | 6575/? [44:51<00:00,  2.44it/s]
Epoch 0: |          | 6576/? [44:51<00:00,  2.44it/s]
Epoch 0: |          | 6576/? [44:51<00:00,  2.44it/s]
Epoch 0: |          | 6577/? [44:52<00:00,  2.44it/s]
Epoch 0: |          | 6577/? [44:52<00:00,  2.44it/s]
Epoch 0: |          | 6578/? [44:52<00:00,  2.44it/s]
Epoch 0: |          | 6578/? [44:52<00:00,  2.44it/s]
Epoch 0: |          | 6579/? [44:52<00:00,  2.44it/s]
Epoch 0: |          | 6579/? [44:52<00:00,  2.44it/s]
Epoch 0: |          | 6580/? [44:52<00:00,  2.44it/s]
Epoch 0: |          | 6580/? [44:52<00:00,  2.44it/s]
Epoch 0: |          | 6581/? [44:53<00:00,  2.44it/s]
Epoch 0: |          | 6581/? [44:53<00:00,  2.44it/s]
Epoch 0: |          | 6582/? [44:53<00:00,  2.44it/s]
Epoch 0: |          | 6582/? [44:53<00:00,  2.44it/s]
Epoch 0: |          | 6583/? [44:53<00:00,  2.44it/s]
Epoch 0: |          | 6583/? [44:53<00:00,  2.44it/s]
Epoch 0: |          | 6584/? [44:54<00:00,  2.44it/s]
Epoch 0: |          | 6584/? [44:54<00:00,  2.44it/s]
Epoch 0: |          | 6585/? [44:54<00:00,  2.44it/s]
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Epoch 0: |          | 6586/? [44:54<00:00,  2.44it/s]
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Epoch 0: |          | 6587/? [44:54<00:00,  2.44it/s]
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Epoch 0: |          | 6588/? [44:55<00:00,  2.44it/s]
Epoch 0: |          | 6588/? [44:55<00:00,  2.44it/s]
Epoch 0: |          | 6589/? [44:55<00:00,  2.44it/s]
Epoch 0: |          | 6589/? [44:55<00:00,  2.44it/s]
Epoch 0: |          | 6590/? [44:55<00:00,  2.44it/s]
Epoch 0: |          | 6590/? [44:55<00:00,  2.44it/s]
Epoch 0: |          | 6591/? [44:56<00:00,  2.44it/s]
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Epoch 0: |          | 6592/? [44:56<00:00,  2.44it/s]
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Epoch 0: |          | 6593/? [44:56<00:00,  2.44it/s]
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Epoch 0: |          | 6594/? [44:56<00:00,  2.44it/s]
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Epoch 0: |          | 6595/? [44:57<00:00,  2.45it/s]
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Epoch 0: |          | 6596/? [44:57<00:00,  2.45it/s]
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Epoch 0: |          | 6597/? [44:57<00:00,  2.45it/s]
Epoch 0: |          | 6597/? [44:57<00:00,  2.45it/s]
Epoch 0: |          | 6598/? [44:58<00:00,  2.45it/s]
Epoch 0: |          | 6598/? [44:58<00:00,  2.45it/s]
Epoch 0: |          | 6599/? [44:58<00:00,  2.45it/s]
Epoch 0: |          | 6599/? [44:58<00:00,  2.45it/s]
Epoch 0: |          | 6600/? [44:58<00:00,  2.45it/s]
Epoch 0: |          | 6600/? [44:58<00:00,  2.45it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.73it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.59it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.32it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.23it/s]

Epoch 0: |          | 6600/? [44:59<00:00,  2.45it/s]
Epoch 0: |          | 6601/? [44:59<00:00,  2.45it/s]
Epoch 0: |          | 6601/? [44:59<00:00,  2.45it/s]
Epoch 0: |          | 6602/? [44:59<00:00,  2.45it/s]
Epoch 0: |          | 6602/? [44:59<00:00,  2.45it/s]
Epoch 0: |          | 6603/? [44:59<00:00,  2.45it/s]
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Epoch 0: |          | 6610/? [45:01<00:00,  2.45it/s]
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Epoch 0: |          | 6611/? [45:02<00:00,  2.45it/s]
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Epoch 0: |          | 6612/? [45:02<00:00,  2.45it/s]
Epoch 0: |          | 6612/? [45:02<00:00,  2.45it/s]
Epoch 0: |          | 6613/? [45:02<00:00,  2.45it/s]
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Epoch 0: |          | 6614/? [45:02<00:00,  2.45it/s]
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Epoch 0: |          | 6615/? [45:03<00:00,  2.45it/s]
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Epoch 0: |          | 6616/? [45:03<00:00,  2.45it/s]
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Epoch 0: |          | 6617/? [45:03<00:00,  2.45it/s]
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Epoch 0: |          | 6618/? [45:04<00:00,  2.45it/s]
Epoch 0: |          | 6618/? [45:04<00:00,  2.45it/s]
Epoch 0: |          | 6619/? [45:04<00:00,  2.45it/s]
Epoch 0: |          | 6619/? [45:04<00:00,  2.45it/s]
Epoch 0: |          | 6620/? [45:04<00:00,  2.45it/s]
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Epoch 0: |          | 6621/? [45:04<00:00,  2.45it/s]
Epoch 0: |          | 6621/? [45:04<00:00,  2.45it/s]
Epoch 0: |          | 6622/? [45:05<00:00,  2.45it/s]
Epoch 0: |          | 6622/? [45:05<00:00,  2.45it/s]
Epoch 0: |          | 6623/? [45:05<00:00,  2.45it/s]
Epoch 0: |          | 6623/? [45:05<00:00,  2.45it/s]
Epoch 0: |          | 6624/? [45:05<00:00,  2.45it/s]
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Epoch 0: |          | 6625/? [45:06<00:00,  2.45it/s]
Epoch 0: |          | 6625/? [45:06<00:00,  2.45it/s]
Epoch 0: |          | 6626/? [45:06<00:00,  2.45it/s]
Epoch 0: |          | 6626/? [45:06<00:00,  2.45it/s]
Epoch 0: |          | 6627/? [45:06<00:00,  2.45it/s]
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Epoch 0: |          | 6628/? [45:06<00:00,  2.45it/s]
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Epoch 0: |          | 6629/? [45:07<00:00,  2.45it/s]
Epoch 0: |          | 6629/? [45:07<00:00,  2.45it/s]
Epoch 0: |          | 6630/? [45:07<00:00,  2.45it/s]
Epoch 0: |          | 6630/? [45:07<00:00,  2.45it/s]
Epoch 0: |          | 6631/? [45:07<00:00,  2.45it/s]
Epoch 0: |          | 6631/? [45:07<00:00,  2.45it/s]
Epoch 0: |          | 6632/? [45:08<00:00,  2.45it/s]
Epoch 0: |          | 6632/? [45:08<00:00,  2.45it/s]
Epoch 0: |          | 6633/? [45:08<00:00,  2.45it/s]
Epoch 0: |          | 6633/? [45:08<00:00,  2.45it/s]
Epoch 0: |          | 6634/? [45:08<00:00,  2.45it/s]
Epoch 0: |          | 6634/? [45:08<00:00,  2.45it/s]
Epoch 0: |          | 6635/? [45:08<00:00,  2.45it/s]
Epoch 0: |          | 6635/? [45:08<00:00,  2.45it/s]
Epoch 0: |          | 6636/? [45:09<00:00,  2.45it/s]
Epoch 0: |          | 6636/? [45:09<00:00,  2.45it/s]
Epoch 0: |          | 6637/? [45:09<00:00,  2.45it/s]
Epoch 0: |          | 6637/? [45:09<00:00,  2.45it/s]
Epoch 0: |          | 6638/? [45:09<00:00,  2.45it/s]
Epoch 0: |          | 6638/? [45:09<00:00,  2.45it/s]
Epoch 0: |          | 6639/? [45:09<00:00,  2.45it/s]
Epoch 0: |          | 6639/? [45:09<00:00,  2.45it/s]
Epoch 0: |          | 6640/? [45:10<00:00,  2.45it/s]
Epoch 0: |          | 6640/? [45:10<00:00,  2.45it/s]
Epoch 0: |          | 6641/? [45:10<00:00,  2.45it/s]
Epoch 0: |          | 6641/? [45:10<00:00,  2.45it/s]
Epoch 0: |          | 6642/? [45:10<00:00,  2.45it/s]
Epoch 0: |          | 6642/? [45:10<00:00,  2.45it/s]
Epoch 0: |          | 6643/? [45:11<00:00,  2.45it/s]
Epoch 0: |          | 6643/? [45:11<00:00,  2.45it/s]
Epoch 0: |          | 6644/? [45:11<00:00,  2.45it/s]
Epoch 0: |          | 6644/? [45:11<00:00,  2.45it/s]
Epoch 0: |          | 6645/? [45:11<00:00,  2.45it/s]
Epoch 0: |          | 6645/? [45:11<00:00,  2.45it/s]
Epoch 0: |          | 6646/? [45:11<00:00,  2.45it/s]
Epoch 0: |          | 6646/? [45:11<00:00,  2.45it/s]
Epoch 0: |          | 6647/? [45:12<00:00,  2.45it/s]
Epoch 0: |          | 6647/? [45:12<00:00,  2.45it/s]
Epoch 0: |          | 6648/? [45:12<00:00,  2.45it/s]
Epoch 0: |          | 6648/? [45:12<00:00,  2.45it/s]
Epoch 0: |          | 6649/? [45:12<00:00,  2.45it/s]
Epoch 0: |          | 6649/? [45:12<00:00,  2.45it/s]
Epoch 0: |          | 6650/? [45:13<00:00,  2.45it/s]
Epoch 0: |          | 6650/? [45:13<00:00,  2.45it/s]
Epoch 0: |          | 6651/? [45:13<00:00,  2.45it/s]
Epoch 0: |          | 6651/? [45:13<00:00,  2.45it/s]
Epoch 0: |          | 6652/? [45:13<00:00,  2.45it/s]
Epoch 0: |          | 6652/? [45:13<00:00,  2.45it/s]
Epoch 0: |          | 6653/? [45:13<00:00,  2.45it/s]
Epoch 0: |          | 6653/? [45:13<00:00,  2.45it/s]
Epoch 0: |          | 6654/? [45:14<00:00,  2.45it/s]
Epoch 0: |          | 6654/? [45:14<00:00,  2.45it/s]
Epoch 0: |          | 6655/? [45:14<00:00,  2.45it/s]
Epoch 0: |          | 6655/? [45:14<00:00,  2.45it/s]
Epoch 0: |          | 6656/? [45:14<00:00,  2.45it/s]
Epoch 0: |          | 6656/? [45:14<00:00,  2.45it/s]
Epoch 0: |          | 6657/? [45:15<00:00,  2.45it/s]
Epoch 0: |          | 6657/? [45:15<00:00,  2.45it/s]
Epoch 0: |          | 6658/? [45:15<00:00,  2.45it/s]
Epoch 0: |          | 6658/? [45:15<00:00,  2.45it/s]
Epoch 0: |          | 6659/? [45:15<00:00,  2.45it/s]
Epoch 0: |          | 6659/? [45:15<00:00,  2.45it/s]
Epoch 0: |          | 6660/? [45:15<00:00,  2.45it/s]
Epoch 0: |          | 6660/? [45:15<00:00,  2.45it/s]
Epoch 0: |          | 6661/? [45:16<00:00,  2.45it/s]
Epoch 0: |          | 6661/? [45:16<00:00,  2.45it/s]
Epoch 0: |          | 6662/? [45:16<00:00,  2.45it/s]
Epoch 0: |          | 6662/? [45:16<00:00,  2.45it/s]
Epoch 0: |          | 6663/? [45:16<00:00,  2.45it/s]
Epoch 0: |          | 6663/? [45:16<00:00,  2.45it/s]
Epoch 0: |          | 6664/? [45:17<00:00,  2.45it/s]
Epoch 0: |          | 6664/? [45:17<00:00,  2.45it/s]
Epoch 0: |          | 6665/? [45:17<00:00,  2.45it/s]
Epoch 0: |          | 6665/? [45:17<00:00,  2.45it/s]
Epoch 0: |          | 6666/? [45:17<00:00,  2.45it/s]
Epoch 0: |          | 6666/? [45:17<00:00,  2.45it/s]
Epoch 0: |          | 6667/? [45:17<00:00,  2.45it/s]
Epoch 0: |          | 6667/? [45:17<00:00,  2.45it/s]
Epoch 0: |          | 6668/? [45:18<00:00,  2.45it/s]
Epoch 0: |          | 6668/? [45:18<00:00,  2.45it/s]
Epoch 0: |          | 6669/? [45:18<00:00,  2.45it/s]
Epoch 0: |          | 6669/? [45:18<00:00,  2.45it/s]
Epoch 0: |          | 6670/? [45:18<00:00,  2.45it/s]
Epoch 0: |          | 6670/? [45:18<00:00,  2.45it/s]
Epoch 0: |          | 6671/? [45:19<00:00,  2.45it/s]
Epoch 0: |          | 6671/? [45:19<00:00,  2.45it/s]
Epoch 0: |          | 6672/? [45:19<00:00,  2.45it/s]
Epoch 0: |          | 6672/? [45:19<00:00,  2.45it/s]
Epoch 0: |          | 6673/? [45:19<00:00,  2.45it/s]
Epoch 0: |          | 6673/? [45:19<00:00,  2.45it/s]
Epoch 0: |          | 6674/? [45:19<00:00,  2.45it/s]
Epoch 0: |          | 6674/? [45:19<00:00,  2.45it/s]
Epoch 0: |          | 6675/? [45:20<00:00,  2.45it/s]
Epoch 0: |          | 6675/? [45:20<00:00,  2.45it/s]
Epoch 0: |          | 6676/? [45:20<00:00,  2.45it/s]
Epoch 0: |          | 6676/? [45:20<00:00,  2.45it/s]
Epoch 0: |          | 6677/? [45:20<00:00,  2.45it/s]
Epoch 0: |          | 6677/? [45:20<00:00,  2.45it/s]
Epoch 0: |          | 6678/? [45:20<00:00,  2.45it/s]
Epoch 0: |          | 6678/? [45:20<00:00,  2.45it/s]
Epoch 0: |          | 6679/? [45:21<00:00,  2.45it/s]
Epoch 0: |          | 6679/? [45:21<00:00,  2.45it/s]
Epoch 0: |          | 6680/? [45:21<00:00,  2.45it/s]
Epoch 0: |          | 6680/? [45:21<00:00,  2.45it/s]
Epoch 0: |          | 6681/? [45:21<00:00,  2.45it/s]
Epoch 0: |          | 6681/? [45:21<00:00,  2.45it/s]
Epoch 0: |          | 6682/? [45:22<00:00,  2.45it/s]
Epoch 0: |          | 6682/? [45:22<00:00,  2.45it/s]
Epoch 0: |          | 6683/? [45:22<00:00,  2.45it/s]
Epoch 0: |          | 6683/? [45:22<00:00,  2.45it/s]
Epoch 0: |          | 6684/? [45:22<00:00,  2.45it/s]
Epoch 0: |          | 6684/? [45:22<00:00,  2.45it/s]
Epoch 0: |          | 6685/? [45:22<00:00,  2.46it/s]
Epoch 0: |          | 6685/? [45:22<00:00,  2.46it/s]
Epoch 0: |          | 6686/? [45:23<00:00,  2.46it/s]
Epoch 0: |          | 6686/? [45:23<00:00,  2.46it/s]
Epoch 0: |          | 6687/? [45:23<00:00,  2.46it/s]
Epoch 0: |          | 6687/? [45:23<00:00,  2.46it/s]
Epoch 0: |          | 6688/? [45:23<00:00,  2.46it/s]
Epoch 0: |          | 6688/? [45:23<00:00,  2.46it/s]
Epoch 0: |          | 6689/? [45:24<00:00,  2.46it/s]
Epoch 0: |          | 6689/? [45:24<00:00,  2.46it/s]
Epoch 0: |          | 6690/? [45:24<00:00,  2.46it/s]
Epoch 0: |          | 6690/? [45:24<00:00,  2.46it/s]
Epoch 0: |          | 6691/? [45:24<00:00,  2.46it/s]
Epoch 0: |          | 6691/? [45:24<00:00,  2.46it/s]
Epoch 0: |          | 6692/? [45:24<00:00,  2.46it/s]
Epoch 0: |          | 6692/? [45:24<00:00,  2.46it/s]
Epoch 0: |          | 6693/? [45:25<00:00,  2.46it/s]
Epoch 0: |          | 6693/? [45:25<00:00,  2.46it/s]
Epoch 0: |          | 6694/? [45:25<00:00,  2.46it/s]
Epoch 0: |          | 6694/? [45:25<00:00,  2.46it/s]
Epoch 0: |          | 6695/? [45:25<00:00,  2.46it/s]
Epoch 0: |          | 6695/? [45:25<00:00,  2.46it/s]
Epoch 0: |          | 6696/? [45:26<00:00,  2.46it/s]
Epoch 0: |          | 6696/? [45:26<00:00,  2.46it/s]
Epoch 0: |          | 6697/? [45:26<00:00,  2.46it/s]
Epoch 0: |          | 6697/? [45:26<00:00,  2.46it/s]
Epoch 0: |          | 6698/? [45:26<00:00,  2.46it/s]
Epoch 0: |          | 6698/? [45:26<00:00,  2.46it/s]
Epoch 0: |          | 6699/? [45:26<00:00,  2.46it/s]
Epoch 0: |          | 6699/? [45:26<00:00,  2.46it/s]
Epoch 0: |          | 6700/? [45:27<00:00,  2.46it/s]
Epoch 0: |          | 6700/? [45:27<00:00,  2.46it/s]
Epoch 0: |          | 6701/? [45:27<00:00,  2.46it/s]
Epoch 0: |          | 6701/? [45:27<00:00,  2.46it/s]
Epoch 0: |          | 6702/? [45:27<00:00,  2.46it/s]
Epoch 0: |          | 6702/? [45:27<00:00,  2.46it/s]
Epoch 0: |          | 6703/? [45:28<00:00,  2.46it/s]
Epoch 0: |          | 6703/? [45:28<00:00,  2.46it/s]
Epoch 0: |          | 6704/? [45:28<00:00,  2.46it/s]
Epoch 0: |          | 6704/? [45:28<00:00,  2.46it/s]
Epoch 0: |          | 6705/? [45:28<00:00,  2.46it/s]
Epoch 0: |          | 6705/? [45:28<00:00,  2.46it/s]
Epoch 0: |          | 6706/? [45:28<00:00,  2.46it/s]
Epoch 0: |          | 6706/? [45:28<00:00,  2.46it/s]
Epoch 0: |          | 6707/? [45:29<00:00,  2.46it/s]
Epoch 0: |          | 6707/? [45:29<00:00,  2.46it/s]
Epoch 0: |          | 6708/? [45:29<00:00,  2.46it/s]
Epoch 0: |          | 6708/? [45:29<00:00,  2.46it/s]
Epoch 0: |          | 6709/? [45:29<00:00,  2.46it/s]
Epoch 0: |          | 6709/? [45:29<00:00,  2.46it/s]
Epoch 0: |          | 6710/? [45:30<00:00,  2.46it/s]
Epoch 0: |          | 6710/? [45:30<00:00,  2.46it/s]
Epoch 0: |          | 6711/? [45:30<00:00,  2.46it/s]
Epoch 0: |          | 6711/? [45:30<00:00,  2.46it/s]
Epoch 0: |          | 6712/? [45:30<00:00,  2.46it/s]
Epoch 0: |          | 6712/? [45:30<00:00,  2.46it/s]
Epoch 0: |          | 6713/? [45:31<00:00,  2.46it/s]
Epoch 0: |          | 6713/? [45:31<00:00,  2.46it/s]
Epoch 0: |          | 6714/? [45:31<00:00,  2.46it/s]
Epoch 0: |          | 6714/? [45:31<00:00,  2.46it/s]
Epoch 0: |          | 6715/? [45:31<00:00,  2.46it/s]
Epoch 0: |          | 6715/? [45:31<00:00,  2.46it/s]
Epoch 0: |          | 6716/? [45:32<00:00,  2.46it/s]
Epoch 0: |          | 6716/? [45:32<00:00,  2.46it/s]
Epoch 0: |          | 6717/? [45:32<00:00,  2.46it/s]
Epoch 0: |          | 6717/? [45:32<00:00,  2.46it/s]
Epoch 0: |          | 6718/? [45:32<00:00,  2.46it/s]
Epoch 0: |          | 6718/? [45:32<00:00,  2.46it/s]
Epoch 0: |          | 6719/? [45:32<00:00,  2.46it/s]
Epoch 0: |          | 6719/? [45:32<00:00,  2.46it/s]
Epoch 0: |          | 6720/? [45:33<00:00,  2.46it/s]
Epoch 0: |          | 6720/? [45:33<00:00,  2.46it/s]
Epoch 0: |          | 6721/? [45:33<00:00,  2.46it/s]
Epoch 0: |          | 6721/? [45:33<00:00,  2.46it/s]
Epoch 0: |          | 6722/? [45:33<00:00,  2.46it/s]
Epoch 0: |          | 6722/? [45:33<00:00,  2.46it/s]
Epoch 0: |          | 6723/? [45:34<00:00,  2.46it/s]
Epoch 0: |          | 6723/? [45:34<00:00,  2.46it/s]
Epoch 0: |          | 6724/? [45:34<00:00,  2.46it/s]
Epoch 0: |          | 6724/? [45:34<00:00,  2.46it/s]
Epoch 0: |          | 6725/? [45:34<00:00,  2.46it/s]
Epoch 0: |          | 6725/? [45:34<00:00,  2.46it/s]
Epoch 0: |          | 6726/? [45:34<00:00,  2.46it/s]
Epoch 0: |          | 6726/? [45:34<00:00,  2.46it/s]
Epoch 0: |          | 6727/? [45:35<00:00,  2.46it/s]
Epoch 0: |          | 6727/? [45:35<00:00,  2.46it/s]
Epoch 0: |          | 6728/? [45:35<00:00,  2.46it/s]
Epoch 0: |          | 6728/? [45:35<00:00,  2.46it/s]
Epoch 0: |          | 6729/? [45:35<00:00,  2.46it/s]
Epoch 0: |          | 6729/? [45:35<00:00,  2.46it/s]
Epoch 0: |          | 6730/? [45:36<00:00,  2.46it/s]
Epoch 0: |          | 6730/? [45:36<00:00,  2.46it/s]
Epoch 0: |          | 6731/? [45:36<00:00,  2.46it/s]
Epoch 0: |          | 6731/? [45:36<00:00,  2.46it/s]
Epoch 0: |          | 6732/? [45:36<00:00,  2.46it/s]
Epoch 0: |          | 6732/? [45:36<00:00,  2.46it/s]
Epoch 0: |          | 6733/? [45:36<00:00,  2.46it/s]
Epoch 0: |          | 6733/? [45:36<00:00,  2.46it/s]
Epoch 0: |          | 6734/? [45:37<00:00,  2.46it/s]
Epoch 0: |          | 6734/? [45:37<00:00,  2.46it/s]
Epoch 0: |          | 6735/? [45:37<00:00,  2.46it/s]
Epoch 0: |          | 6735/? [45:37<00:00,  2.46it/s]
Epoch 0: |          | 6736/? [45:37<00:00,  2.46it/s]
Epoch 0: |          | 6736/? [45:37<00:00,  2.46it/s]
Epoch 0: |          | 6737/? [45:38<00:00,  2.46it/s]
Epoch 0: |          | 6737/? [45:38<00:00,  2.46it/s]
Epoch 0: |          | 6738/? [45:38<00:00,  2.46it/s]
Epoch 0: |          | 6738/? [45:38<00:00,  2.46it/s]
Epoch 0: |          | 6739/? [45:38<00:00,  2.46it/s]
Epoch 0: |          | 6739/? [45:38<00:00,  2.46it/s]
Epoch 0: |          | 6740/? [45:38<00:00,  2.46it/s]
Epoch 0: |          | 6740/? [45:38<00:00,  2.46it/s]
Epoch 0: |          | 6741/? [45:39<00:00,  2.46it/s]
Epoch 0: |          | 6741/? [45:39<00:00,  2.46it/s]
Epoch 0: |          | 6742/? [45:39<00:00,  2.46it/s]
Epoch 0: |          | 6742/? [45:39<00:00,  2.46it/s]
Epoch 0: |          | 6743/? [45:39<00:00,  2.46it/s]
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Epoch 0: |          | 6753/? [45:42<00:00,  2.46it/s]
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Epoch 0: |          | 6761/? [45:44<00:00,  2.46it/s]
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Epoch 0: |          | 6762/? [45:45<00:00,  2.46it/s]
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Epoch 0: |          | 6765/? [45:45<00:00,  2.46it/s]
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Epoch 0: |          | 6766/? [45:46<00:00,  2.46it/s]
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Epoch 0: |          | 6767/? [45:46<00:00,  2.46it/s]
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Epoch 0: |          | 6768/? [45:46<00:00,  2.46it/s]
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Epoch 0: |          | 6769/? [45:47<00:00,  2.46it/s]
Epoch 0: |          | 6769/? [45:47<00:00,  2.46it/s]
Epoch 0: |          | 6770/? [45:47<00:00,  2.46it/s]
Epoch 0: |          | 6770/? [45:47<00:00,  2.46it/s]
Epoch 0: |          | 6771/? [45:47<00:00,  2.46it/s]
Epoch 0: |          | 6771/? [45:47<00:00,  2.46it/s]
Epoch 0: |          | 6772/? [45:47<00:00,  2.46it/s]
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Epoch 0: |          | 6773/? [45:48<00:00,  2.46it/s]
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Epoch 0: |          | 6774/? [45:48<00:00,  2.46it/s]
Epoch 0: |          | 6774/? [45:48<00:00,  2.46it/s]
Epoch 0: |          | 6775/? [45:48<00:00,  2.46it/s]
Epoch 0: |          | 6775/? [45:48<00:00,  2.46it/s]
Epoch 0: |          | 6776/? [45:49<00:00,  2.46it/s]
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Epoch 0: |          | 6777/? [45:49<00:00,  2.46it/s]
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Epoch 0: |          | 6778/? [45:49<00:00,  2.47it/s]
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Epoch 0: |          | 6779/? [45:49<00:00,  2.47it/s]
Epoch 0: |          | 6779/? [45:49<00:00,  2.47it/s]
Epoch 0: |          | 6780/? [45:50<00:00,  2.47it/s]
Epoch 0: |          | 6780/? [45:50<00:00,  2.47it/s]
Epoch 0: |          | 6781/? [45:50<00:00,  2.47it/s]
Epoch 0: |          | 6781/? [45:50<00:00,  2.47it/s]
Epoch 0: |          | 6782/? [45:50<00:00,  2.47it/s]
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Epoch 0: |          | 6783/? [45:51<00:00,  2.47it/s]
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Epoch 0: |          | 6784/? [45:51<00:00,  2.47it/s]
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Epoch 0: |          | 6785/? [45:51<00:00,  2.47it/s]
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Epoch 0: |          | 6786/? [45:51<00:00,  2.47it/s]
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Epoch 0: |          | 6787/? [45:52<00:00,  2.47it/s]
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Epoch 0: |          | 6788/? [45:52<00:00,  2.47it/s]
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Epoch 0: |          | 6789/? [45:52<00:00,  2.47it/s]
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Epoch 0: |          | 6790/? [45:53<00:00,  2.47it/s]
Epoch 0: |          | 6790/? [45:53<00:00,  2.47it/s]
Epoch 0: |          | 6791/? [45:53<00:00,  2.47it/s]
Epoch 0: |          | 6791/? [45:53<00:00,  2.47it/s]
Epoch 0: |          | 6792/? [45:53<00:00,  2.47it/s]
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Epoch 0: |          | 6793/? [45:53<00:00,  2.47it/s]
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Epoch 0: |          | 6794/? [45:54<00:00,  2.47it/s]
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Epoch 0: |          | 6795/? [45:54<00:00,  2.47it/s]
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Epoch 0: |          | 6796/? [45:54<00:00,  2.47it/s]
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Epoch 0: |          | 6797/? [45:55<00:00,  2.47it/s]
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Epoch 0: |          | 6798/? [45:55<00:00,  2.47it/s]
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Epoch 0: |          | 6799/? [45:55<00:00,  2.47it/s]
Epoch 0: |          | 6799/? [45:55<00:00,  2.47it/s]
Epoch 0: |          | 6800/? [45:55<00:00,  2.47it/s]
Epoch 0: |          | 6800/? [45:55<00:00,  2.47it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.73it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.75it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.56it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.79it/s]

Epoch 0: |          | 6800/? [45:56<00:00,  2.47it/s]
Epoch 0: |          | 6801/? [45:56<00:00,  2.47it/s]
Epoch 0: |          | 6801/? [45:56<00:00,  2.47it/s]
Epoch 0: |          | 6802/? [45:56<00:00,  2.47it/s]
Epoch 0: |          | 6802/? [45:56<00:00,  2.47it/s]
Epoch 0: |          | 6803/? [45:57<00:00,  2.47it/s]
Epoch 0: |          | 6803/? [45:57<00:00,  2.47it/s]
Epoch 0: |          | 6804/? [45:57<00:00,  2.47it/s]
Epoch 0: |          | 6804/? [45:57<00:00,  2.47it/s]
Epoch 0: |          | 6805/? [45:57<00:00,  2.47it/s]
Epoch 0: |          | 6805/? [45:57<00:00,  2.47it/s]
Epoch 0: |          | 6806/? [45:58<00:00,  2.47it/s]
Epoch 0: |          | 6806/? [45:58<00:00,  2.47it/s]
Epoch 0: |          | 6807/? [45:58<00:00,  2.47it/s]
Epoch 0: |          | 6807/? [45:58<00:00,  2.47it/s]
Epoch 0: |          | 6808/? [45:58<00:00,  2.47it/s]
Epoch 0: |          | 6808/? [45:58<00:00,  2.47it/s]
Epoch 0: |          | 6809/? [45:58<00:00,  2.47it/s]
Epoch 0: |          | 6809/? [45:58<00:00,  2.47it/s]
Epoch 0: |          | 6810/? [45:59<00:00,  2.47it/s]
Epoch 0: |          | 6810/? [45:59<00:00,  2.47it/s]
Epoch 0: |          | 6811/? [45:59<00:00,  2.47it/s]
Epoch 0: |          | 6811/? [45:59<00:00,  2.47it/s]
Epoch 0: |          | 6812/? [45:59<00:00,  2.47it/s]
Epoch 0: |          | 6812/? [45:59<00:00,  2.47it/s]
Epoch 0: |          | 6813/? [46:00<00:00,  2.47it/s]
Epoch 0: |          | 6813/? [46:00<00:00,  2.47it/s]
Epoch 0: |          | 6814/? [46:00<00:00,  2.47it/s]
Epoch 0: |          | 6814/? [46:00<00:00,  2.47it/s]
Epoch 0: |          | 6815/? [46:00<00:00,  2.47it/s]
Epoch 0: |          | 6815/? [46:00<00:00,  2.47it/s]
Epoch 0: |          | 6816/? [46:00<00:00,  2.47it/s]
Epoch 0: |          | 6816/? [46:00<00:00,  2.47it/s]
Epoch 0: |          | 6817/? [46:01<00:00,  2.47it/s]
Epoch 0: |          | 6817/? [46:01<00:00,  2.47it/s]
Epoch 0: |          | 6818/? [46:01<00:00,  2.47it/s]
Epoch 0: |          | 6818/? [46:01<00:00,  2.47it/s]
Epoch 0: |          | 6819/? [46:01<00:00,  2.47it/s]
Epoch 0: |          | 6819/? [46:01<00:00,  2.47it/s]
Epoch 0: |          | 6820/? [46:02<00:00,  2.47it/s]
Epoch 0: |          | 6820/? [46:02<00:00,  2.47it/s]
Epoch 0: |          | 6821/? [46:02<00:00,  2.47it/s]
Epoch 0: |          | 6821/? [46:02<00:00,  2.47it/s]
Epoch 0: |          | 6822/? [46:02<00:00,  2.47it/s]
Epoch 0: |          | 6822/? [46:02<00:00,  2.47it/s]
Epoch 0: |          | 6823/? [46:02<00:00,  2.47it/s]
Epoch 0: |          | 6823/? [46:02<00:00,  2.47it/s]
Epoch 0: |          | 6824/? [46:03<00:00,  2.47it/s]
Epoch 0: |          | 6824/? [46:03<00:00,  2.47it/s]
Epoch 0: |          | 6825/? [46:03<00:00,  2.47it/s]
Epoch 0: |          | 6825/? [46:03<00:00,  2.47it/s]
Epoch 0: |          | 6826/? [46:03<00:00,  2.47it/s]
Epoch 0: |          | 6826/? [46:03<00:00,  2.47it/s]
Epoch 0: |          | 6827/? [46:04<00:00,  2.47it/s]
Epoch 0: |          | 6827/? [46:04<00:00,  2.47it/s]
Epoch 0: |          | 6828/? [46:04<00:00,  2.47it/s]
Epoch 0: |          | 6828/? [46:04<00:00,  2.47it/s]
Epoch 0: |          | 6829/? [46:04<00:00,  2.47it/s]
Epoch 0: |          | 6829/? [46:04<00:00,  2.47it/s]
Epoch 0: |          | 6830/? [46:04<00:00,  2.47it/s]
Epoch 0: |          | 6830/? [46:04<00:00,  2.47it/s]
Epoch 0: |          | 6831/? [46:05<00:00,  2.47it/s]
Epoch 0: |          | 6831/? [46:05<00:00,  2.47it/s]
Epoch 0: |          | 6832/? [46:05<00:00,  2.47it/s]
Epoch 0: |          | 6832/? [46:05<00:00,  2.47it/s]
Epoch 0: |          | 6833/? [46:05<00:00,  2.47it/s]
Epoch 0: |          | 6833/? [46:05<00:00,  2.47it/s]
Epoch 0: |          | 6834/? [46:06<00:00,  2.47it/s]
Epoch 0: |          | 6834/? [46:06<00:00,  2.47it/s]
Epoch 0: |          | 6835/? [46:06<00:00,  2.47it/s]
Epoch 0: |          | 6835/? [46:06<00:00,  2.47it/s]
Epoch 0: |          | 6836/? [46:06<00:00,  2.47it/s]
Epoch 0: |          | 6836/? [46:06<00:00,  2.47it/s]
Epoch 0: |          | 6837/? [46:07<00:00,  2.47it/s]
Epoch 0: |          | 6837/? [46:07<00:00,  2.47it/s]
Epoch 0: |          | 6838/? [46:07<00:00,  2.47it/s]
Epoch 0: |          | 6838/? [46:07<00:00,  2.47it/s]
Epoch 0: |          | 6839/? [46:07<00:00,  2.47it/s]
Epoch 0: |          | 6839/? [46:07<00:00,  2.47it/s]
Epoch 0: |          | 6840/? [46:07<00:00,  2.47it/s]
Epoch 0: |          | 6840/? [46:07<00:00,  2.47it/s]
Epoch 0: |          | 6841/? [46:08<00:00,  2.47it/s]
Epoch 0: |          | 6841/? [46:08<00:00,  2.47it/s]
Epoch 0: |          | 6842/? [46:08<00:00,  2.47it/s]
Epoch 0: |          | 6842/? [46:08<00:00,  2.47it/s]
Epoch 0: |          | 6843/? [46:08<00:00,  2.47it/s]
Epoch 0: |          | 6843/? [46:08<00:00,  2.47it/s]
Epoch 0: |          | 6844/? [46:09<00:00,  2.47it/s]
Epoch 0: |          | 6844/? [46:09<00:00,  2.47it/s]
Epoch 0: |          | 6845/? [46:09<00:00,  2.47it/s]
Epoch 0: |          | 6845/? [46:09<00:00,  2.47it/s]
Epoch 0: |          | 6846/? [46:09<00:00,  2.47it/s]
Epoch 0: |          | 6846/? [46:09<00:00,  2.47it/s]
Epoch 0: |          | 6847/? [46:09<00:00,  2.47it/s]
Epoch 0: |          | 6847/? [46:09<00:00,  2.47it/s]
Epoch 0: |          | 6848/? [46:10<00:00,  2.47it/s]
Epoch 0: |          | 6848/? [46:10<00:00,  2.47it/s]
Epoch 0: |          | 6849/? [46:10<00:00,  2.47it/s]
Epoch 0: |          | 6849/? [46:10<00:00,  2.47it/s]
Epoch 0: |          | 6850/? [46:10<00:00,  2.47it/s]
Epoch 0: |          | 6850/? [46:10<00:00,  2.47it/s]
Epoch 0: |          | 6851/? [46:11<00:00,  2.47it/s]
Epoch 0: |          | 6851/? [46:11<00:00,  2.47it/s]
Epoch 0: |          | 6852/? [46:11<00:00,  2.47it/s]
Epoch 0: |          | 6852/? [46:11<00:00,  2.47it/s]
Epoch 0: |          | 6853/? [46:11<00:00,  2.47it/s]
Epoch 0: |          | 6853/? [46:11<00:00,  2.47it/s]
Epoch 0: |          | 6854/? [46:11<00:00,  2.47it/s]
Epoch 0: |          | 6854/? [46:11<00:00,  2.47it/s]
Epoch 0: |          | 6855/? [46:12<00:00,  2.47it/s]
Epoch 0: |          | 6855/? [46:12<00:00,  2.47it/s]
Epoch 0: |          | 6856/? [46:12<00:00,  2.47it/s]
Epoch 0: |          | 6856/? [46:12<00:00,  2.47it/s]
Epoch 0: |          | 6857/? [46:12<00:00,  2.47it/s]
Epoch 0: |          | 6857/? [46:12<00:00,  2.47it/s]
Epoch 0: |          | 6858/? [46:13<00:00,  2.47it/s]
Epoch 0: |          | 6858/? [46:13<00:00,  2.47it/s]
Epoch 0: |          | 6859/? [46:13<00:00,  2.47it/s]
Epoch 0: |          | 6859/? [46:13<00:00,  2.47it/s]
Epoch 0: |          | 6860/? [46:13<00:00,  2.47it/s]
Epoch 0: |          | 6860/? [46:13<00:00,  2.47it/s]
Epoch 0: |          | 6861/? [46:13<00:00,  2.47it/s]
Epoch 0: |          | 6861/? [46:13<00:00,  2.47it/s]
Epoch 0: |          | 6862/? [46:14<00:00,  2.47it/s]
Epoch 0: |          | 6862/? [46:14<00:00,  2.47it/s]
Epoch 0: |          | 6863/? [46:14<00:00,  2.47it/s]
Epoch 0: |          | 6863/? [46:14<00:00,  2.47it/s]
Epoch 0: |          | 6864/? [46:14<00:00,  2.47it/s]
Epoch 0: |          | 6864/? [46:14<00:00,  2.47it/s]
Epoch 0: |          | 6865/? [46:15<00:00,  2.47it/s]
Epoch 0: |          | 6865/? [46:15<00:00,  2.47it/s]
Epoch 0: |          | 6866/? [46:15<00:00,  2.47it/s]
Epoch 0: |          | 6866/? [46:15<00:00,  2.47it/s]
Epoch 0: |          | 6867/? [46:15<00:00,  2.47it/s]
Epoch 0: |          | 6867/? [46:15<00:00,  2.47it/s]
Epoch 0: |          | 6868/? [46:15<00:00,  2.47it/s]
Epoch 0: |          | 6868/? [46:15<00:00,  2.47it/s]
Epoch 0: |          | 6869/? [46:16<00:00,  2.47it/s]
Epoch 0: |          | 6869/? [46:16<00:00,  2.47it/s]
Epoch 0: |          | 6870/? [46:16<00:00,  2.47it/s]
Epoch 0: |          | 6870/? [46:16<00:00,  2.47it/s]
Epoch 0: |          | 6871/? [46:16<00:00,  2.47it/s]
Epoch 0: |          | 6871/? [46:16<00:00,  2.47it/s]
Epoch 0: |          | 6872/? [46:16<00:00,  2.47it/s]
Epoch 0: |          | 6872/? [46:16<00:00,  2.47it/s]
Epoch 0: |          | 6873/? [46:17<00:00,  2.47it/s]
Epoch 0: |          | 6873/? [46:17<00:00,  2.47it/s]
Epoch 0: |          | 6874/? [46:17<00:00,  2.47it/s]
Epoch 0: |          | 6874/? [46:17<00:00,  2.47it/s]
Epoch 0: |          | 6875/? [46:17<00:00,  2.47it/s]
Epoch 0: |          | 6875/? [46:17<00:00,  2.47it/s]
Epoch 0: |          | 6876/? [46:18<00:00,  2.48it/s]
Epoch 0: |          | 6876/? [46:18<00:00,  2.48it/s]
Epoch 0: |          | 6877/? [46:18<00:00,  2.48it/s]
Epoch 0: |          | 6877/? [46:18<00:00,  2.48it/s]
Epoch 0: |          | 6878/? [46:18<00:00,  2.48it/s]
Epoch 0: |          | 6878/? [46:18<00:00,  2.48it/s]
Epoch 0: |          | 6879/? [46:18<00:00,  2.48it/s]
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Epoch 0: |          | 6894/? [46:23<00:00,  2.48it/s]
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Epoch 0: |          | 6896/? [46:23<00:00,  2.48it/s]
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Epoch 0: |          | 6897/? [46:24<00:00,  2.48it/s]
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Epoch 0: |          | 6900/? [46:24<00:00,  2.48it/s]
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Epoch 0: |          | 6901/? [46:25<00:00,  2.48it/s]
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Epoch 0: |          | 6902/? [46:25<00:00,  2.48it/s]
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Epoch 0: |          | 6903/? [46:25<00:00,  2.48it/s]
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Epoch 0: |          | 6904/? [46:26<00:00,  2.48it/s]
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Epoch 0: |          | 6905/? [46:26<00:00,  2.48it/s]
Epoch 0: |          | 6905/? [46:26<00:00,  2.48it/s]
Epoch 0: |          | 6906/? [46:26<00:00,  2.48it/s]
Epoch 0: |          | 6906/? [46:26<00:00,  2.48it/s]
Epoch 0: |          | 6907/? [46:26<00:00,  2.48it/s]
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Epoch 0: |          | 6908/? [46:27<00:00,  2.48it/s]
Epoch 0: |          | 6908/? [46:27<00:00,  2.48it/s]
Epoch 0: |          | 6909/? [46:27<00:00,  2.48it/s]
Epoch 0: |          | 6909/? [46:27<00:00,  2.48it/s]
Epoch 0: |          | 6910/? [46:27<00:00,  2.48it/s]
Epoch 0: |          | 6910/? [46:27<00:00,  2.48it/s]
Epoch 0: |          | 6911/? [46:27<00:00,  2.48it/s]
Epoch 0: |          | 6911/? [46:27<00:00,  2.48it/s]
Epoch 0: |          | 6912/? [46:28<00:00,  2.48it/s]
Epoch 0: |          | 6912/? [46:28<00:00,  2.48it/s]
Epoch 0: |          | 6913/? [46:28<00:00,  2.48it/s]
Epoch 0: |          | 6913/? [46:28<00:00,  2.48it/s]
Epoch 0: |          | 6914/? [46:28<00:00,  2.48it/s]
Epoch 0: |          | 6914/? [46:28<00:00,  2.48it/s]
Epoch 0: |          | 6915/? [46:29<00:00,  2.48it/s]
Epoch 0: |          | 6915/? [46:29<00:00,  2.48it/s]
Epoch 0: |          | 6916/? [46:29<00:00,  2.48it/s]
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Epoch 0: |          | 6917/? [46:29<00:00,  2.48it/s]
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Epoch 0: |          | 6918/? [46:29<00:00,  2.48it/s]
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Epoch 0: |          | 6919/? [46:30<00:00,  2.48it/s]
Epoch 0: |          | 6919/? [46:30<00:00,  2.48it/s]
Epoch 0: |          | 6920/? [46:30<00:00,  2.48it/s]
Epoch 0: |          | 6920/? [46:30<00:00,  2.48it/s]
Epoch 0: |          | 6921/? [46:30<00:00,  2.48it/s]
Epoch 0: |          | 6921/? [46:30<00:00,  2.48it/s]
Epoch 0: |          | 6922/? [46:31<00:00,  2.48it/s]
Epoch 0: |          | 6922/? [46:31<00:00,  2.48it/s]
Epoch 0: |          | 6923/? [46:31<00:00,  2.48it/s]
Epoch 0: |          | 6923/? [46:31<00:00,  2.48it/s]
Epoch 0: |          | 6924/? [46:31<00:00,  2.48it/s]
Epoch 0: |          | 6924/? [46:31<00:00,  2.48it/s]
Epoch 0: |          | 6925/? [46:31<00:00,  2.48it/s]
Epoch 0: |          | 6925/? [46:31<00:00,  2.48it/s]
Epoch 0: |          | 6926/? [46:32<00:00,  2.48it/s]
Epoch 0: |          | 6926/? [46:32<00:00,  2.48it/s]
Epoch 0: |          | 6927/? [46:32<00:00,  2.48it/s]
Epoch 0: |          | 6927/? [46:32<00:00,  2.48it/s]
Epoch 0: |          | 6928/? [46:32<00:00,  2.48it/s]
Epoch 0: |          | 6928/? [46:32<00:00,  2.48it/s]
Epoch 0: |          | 6929/? [46:32<00:00,  2.48it/s]
Epoch 0: |          | 6929/? [46:32<00:00,  2.48it/s]
Epoch 0: |          | 6930/? [46:33<00:00,  2.48it/s]
Epoch 0: |          | 6930/? [46:33<00:00,  2.48it/s]
Epoch 0: |          | 6931/? [46:33<00:00,  2.48it/s]
Epoch 0: |          | 6931/? [46:33<00:00,  2.48it/s]
Epoch 0: |          | 6932/? [46:33<00:00,  2.48it/s]
Epoch 0: |          | 6932/? [46:33<00:00,  2.48it/s]
Epoch 0: |          | 6933/? [46:34<00:00,  2.48it/s]
Epoch 0: |          | 6933/? [46:34<00:00,  2.48it/s]
Epoch 0: |          | 6934/? [46:34<00:00,  2.48it/s]
Epoch 0: |          | 6934/? [46:34<00:00,  2.48it/s]
Epoch 0: |          | 6935/? [46:34<00:00,  2.48it/s]
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Epoch 0: |          | 6936/? [46:34<00:00,  2.48it/s]
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Epoch 0: |          | 6937/? [46:35<00:00,  2.48it/s]
Epoch 0: |          | 6937/? [46:35<00:00,  2.48it/s]
Epoch 0: |          | 6938/? [46:35<00:00,  2.48it/s]
Epoch 0: |          | 6938/? [46:35<00:00,  2.48it/s]
Epoch 0: |          | 6939/? [46:35<00:00,  2.48it/s]
Epoch 0: |          | 6939/? [46:35<00:00,  2.48it/s]
Epoch 0: |          | 6940/? [46:36<00:00,  2.48it/s]
Epoch 0: |          | 6940/? [46:36<00:00,  2.48it/s]
Epoch 0: |          | 6941/? [46:36<00:00,  2.48it/s]
Epoch 0: |          | 6941/? [46:36<00:00,  2.48it/s]
Epoch 0: |          | 6942/? [46:36<00:00,  2.48it/s]
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Epoch 0: |          | 6943/? [46:36<00:00,  2.48it/s]
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Epoch 0: |          | 6944/? [46:37<00:00,  2.48it/s]
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Epoch 0: |          | 6945/? [46:37<00:00,  2.48it/s]
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Epoch 0: |          | 6946/? [46:37<00:00,  2.48it/s]
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Epoch 0: |          | 6947/? [46:38<00:00,  2.48it/s]
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Epoch 0: |          | 6948/? [46:38<00:00,  2.48it/s]
Epoch 0: |          | 6948/? [46:38<00:00,  2.48it/s]
Epoch 0: |          | 6949/? [46:38<00:00,  2.48it/s]
Epoch 0: |          | 6949/? [46:38<00:00,  2.48it/s]
Epoch 0: |          | 6950/? [46:38<00:00,  2.48it/s]
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Epoch 0: |          | 6951/? [46:39<00:00,  2.48it/s]
Epoch 0: |          | 6951/? [46:39<00:00,  2.48it/s]
Epoch 0: |          | 6952/? [46:39<00:00,  2.48it/s]
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Epoch 0: |          | 6953/? [46:39<00:00,  2.48it/s]
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Epoch 0: |          | 6954/? [46:40<00:00,  2.48it/s]
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Epoch 0: |          | 6955/? [46:40<00:00,  2.48it/s]
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Epoch 0: |          | 6956/? [46:40<00:00,  2.48it/s]
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Epoch 0: |          | 6957/? [46:40<00:00,  2.48it/s]
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Epoch 0: |          | 6958/? [46:41<00:00,  2.48it/s]
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Epoch 0: |          | 6959/? [46:41<00:00,  2.48it/s]
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Epoch 0: |          | 6960/? [46:41<00:00,  2.48it/s]
Epoch 0: |          | 6960/? [46:41<00:00,  2.48it/s]
Epoch 0: |          | 6961/? [46:42<00:00,  2.48it/s]
Epoch 0: |          | 6961/? [46:42<00:00,  2.48it/s]
Epoch 0: |          | 6962/? [46:42<00:00,  2.48it/s]
Epoch 0: |          | 6962/? [46:42<00:00,  2.48it/s]
Epoch 0: |          | 6963/? [46:42<00:00,  2.48it/s]
Epoch 0: |          | 6963/? [46:42<00:00,  2.48it/s]
Epoch 0: |          | 6964/? [46:42<00:00,  2.48it/s]
Epoch 0: |          | 6964/? [46:42<00:00,  2.48it/s]
Epoch 0: |          | 6965/? [46:43<00:00,  2.48it/s]
Epoch 0: |          | 6965/? [46:43<00:00,  2.48it/s]
Epoch 0: |          | 6966/? [46:43<00:00,  2.48it/s]
Epoch 0: |          | 6966/? [46:43<00:00,  2.48it/s]
Epoch 0: |          | 6967/? [46:43<00:00,  2.48it/s]
Epoch 0: |          | 6967/? [46:43<00:00,  2.48it/s]
Epoch 0: |          | 6968/? [46:44<00:00,  2.48it/s]
Epoch 0: |          | 6968/? [46:44<00:00,  2.48it/s]
Epoch 0: |          | 6969/? [46:44<00:00,  2.49it/s]
Epoch 0: |          | 6969/? [46:44<00:00,  2.49it/s]
Epoch 0: |          | 6970/? [46:44<00:00,  2.49it/s]
Epoch 0: |          | 6970/? [46:44<00:00,  2.49it/s]
Epoch 0: |          | 6971/? [46:44<00:00,  2.49it/s]
Epoch 0: |          | 6971/? [46:44<00:00,  2.49it/s]
Epoch 0: |          | 6972/? [46:45<00:00,  2.49it/s]
Epoch 0: |          | 6972/? [46:45<00:00,  2.49it/s]
Epoch 0: |          | 6973/? [46:45<00:00,  2.49it/s]
Epoch 0: |          | 6973/? [46:45<00:00,  2.49it/s]
Epoch 0: |          | 6974/? [46:45<00:00,  2.49it/s]
Epoch 0: |          | 6974/? [46:45<00:00,  2.49it/s]
Epoch 0: |          | 6975/? [46:46<00:00,  2.49it/s]
Epoch 0: |          | 6975/? [46:46<00:00,  2.49it/s]
Epoch 0: |          | 6976/? [46:46<00:00,  2.49it/s]
Epoch 0: |          | 6976/? [46:46<00:00,  2.49it/s]
Epoch 0: |          | 6977/? [46:46<00:00,  2.49it/s]
Epoch 0: |          | 6977/? [46:46<00:00,  2.49it/s]
Epoch 0: |          | 6978/? [46:46<00:00,  2.49it/s]
Epoch 0: |          | 6978/? [46:46<00:00,  2.49it/s]
Epoch 0: |          | 6979/? [46:47<00:00,  2.49it/s]
Epoch 0: |          | 6979/? [46:47<00:00,  2.49it/s]
Epoch 0: |          | 6980/? [46:47<00:00,  2.49it/s]
Epoch 0: |          | 6980/? [46:47<00:00,  2.49it/s]
Epoch 0: |          | 6981/? [46:47<00:00,  2.49it/s]
Epoch 0: |          | 6981/? [46:47<00:00,  2.49it/s]
Epoch 0: |          | 6982/? [46:48<00:00,  2.49it/s]
Epoch 0: |          | 6982/? [46:48<00:00,  2.49it/s]
Epoch 0: |          | 6983/? [46:48<00:00,  2.49it/s]
Epoch 0: |          | 6983/? [46:48<00:00,  2.49it/s]
Epoch 0: |          | 6984/? [46:48<00:00,  2.49it/s]
Epoch 0: |          | 6984/? [46:48<00:00,  2.49it/s]
Epoch 0: |          | 6985/? [46:48<00:00,  2.49it/s]
Epoch 0: |          | 6985/? [46:48<00:00,  2.49it/s]
Epoch 0: |          | 6986/? [46:49<00:00,  2.49it/s]
Epoch 0: |          | 6986/? [46:49<00:00,  2.49it/s]
Epoch 0: |          | 6987/? [46:49<00:00,  2.49it/s]
Epoch 0: |          | 6987/? [46:49<00:00,  2.49it/s]
Epoch 0: |          | 6988/? [46:49<00:00,  2.49it/s]
Epoch 0: |          | 6988/? [46:49<00:00,  2.49it/s]
Epoch 0: |          | 6989/? [46:49<00:00,  2.49it/s]
Epoch 0: |          | 6989/? [46:49<00:00,  2.49it/s]
Epoch 0: |          | 6990/? [46:50<00:00,  2.49it/s]
Epoch 0: |          | 6990/? [46:50<00:00,  2.49it/s]
Epoch 0: |          | 6991/? [46:50<00:00,  2.49it/s]
Epoch 0: |          | 6991/? [46:50<00:00,  2.49it/s]
Epoch 0: |          | 6992/? [46:50<00:00,  2.49it/s]
Epoch 0: |          | 6992/? [46:50<00:00,  2.49it/s]
Epoch 0: |          | 6993/? [46:51<00:00,  2.49it/s]
Epoch 0: |          | 6993/? [46:51<00:00,  2.49it/s]
Epoch 0: |          | 6994/? [46:51<00:00,  2.49it/s]
Epoch 0: |          | 6994/? [46:51<00:00,  2.49it/s]
Epoch 0: |          | 6995/? [46:51<00:00,  2.49it/s]
Epoch 0: |          | 6995/? [46:51<00:00,  2.49it/s]
Epoch 0: |          | 6996/? [46:51<00:00,  2.49it/s]
Epoch 0: |          | 6996/? [46:51<00:00,  2.49it/s]
Epoch 0: |          | 6997/? [46:52<00:00,  2.49it/s]
Epoch 0: |          | 6997/? [46:52<00:00,  2.49it/s]
Epoch 0: |          | 6998/? [46:52<00:00,  2.49it/s]
Epoch 0: |          | 6998/? [46:52<00:00,  2.49it/s]
Epoch 0: |          | 6999/? [46:52<00:00,  2.49it/s]
Epoch 0: |          | 6999/? [46:52<00:00,  2.49it/s]
Epoch 0: |          | 7000/? [46:53<00:00,  2.49it/s]
Epoch 0: |          | 7000/? [46:53<00:00,  2.49it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.30it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.05it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.11it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.01it/s]

Epoch 0: |          | 7000/? [46:53<00:00,  2.49it/s]
Epoch 0: |          | 7001/? [46:53<00:00,  2.49it/s]
Epoch 0: |          | 7001/? [46:53<00:00,  2.49it/s]
Epoch 0: |          | 7002/? [46:53<00:00,  2.49it/s]
Epoch 0: |          | 7002/? [46:53<00:00,  2.49it/s]
Epoch 0: |          | 7003/? [46:54<00:00,  2.49it/s]
Epoch 0: |          | 7003/? [46:54<00:00,  2.49it/s]
Epoch 0: |          | 7004/? [46:54<00:00,  2.49it/s]
Epoch 0: |          | 7004/? [46:54<00:00,  2.49it/s]
Epoch 0: |          | 7005/? [46:54<00:00,  2.49it/s]
Epoch 0: |          | 7005/? [46:54<00:00,  2.49it/s]
Epoch 0: |          | 7006/? [46:55<00:00,  2.49it/s]
Epoch 0: |          | 7006/? [46:55<00:00,  2.49it/s]
Epoch 0: |          | 7007/? [46:55<00:00,  2.49it/s]
Epoch 0: |          | 7007/? [46:55<00:00,  2.49it/s]
Epoch 0: |          | 7008/? [46:55<00:00,  2.49it/s]
Epoch 0: |          | 7008/? [46:55<00:00,  2.49it/s]
Epoch 0: |          | 7009/? [46:55<00:00,  2.49it/s]
Epoch 0: |          | 7009/? [46:55<00:00,  2.49it/s]
Epoch 0: |          | 7010/? [46:56<00:00,  2.49it/s]
Epoch 0: |          | 7010/? [46:56<00:00,  2.49it/s]
Epoch 0: |          | 7011/? [46:56<00:00,  2.49it/s]
Epoch 0: |          | 7011/? [46:56<00:00,  2.49it/s]
Epoch 0: |          | 7012/? [46:56<00:00,  2.49it/s]
Epoch 0: |          | 7012/? [46:56<00:00,  2.49it/s]
Epoch 0: |          | 7013/? [46:57<00:00,  2.49it/s]
Epoch 0: |          | 7013/? [46:57<00:00,  2.49it/s]
Epoch 0: |          | 7014/? [46:57<00:00,  2.49it/s]
Epoch 0: |          | 7014/? [46:57<00:00,  2.49it/s]
Epoch 0: |          | 7015/? [46:57<00:00,  2.49it/s]
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Epoch 0: |          | 7081/? [47:16<00:00,  2.50it/s]
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Epoch 0: |          | 7082/? [47:16<00:00,  2.50it/s]
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Epoch 0: |          | 7085/? [47:17<00:00,  2.50it/s]
Epoch 0: |          | 7085/? [47:17<00:00,  2.50it/s]
Epoch 0: |          | 7086/? [47:17<00:00,  2.50it/s]
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Epoch 0: |          | 7087/? [47:17<00:00,  2.50it/s]
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Epoch 0: |          | 7088/? [47:18<00:00,  2.50it/s]
Epoch 0: |          | 7088/? [47:18<00:00,  2.50it/s]
Epoch 0: |          | 7089/? [47:18<00:00,  2.50it/s]
Epoch 0: |          | 7089/? [47:18<00:00,  2.50it/s]
Epoch 0: |          | 7090/? [47:18<00:00,  2.50it/s]
Epoch 0: |          | 7090/? [47:18<00:00,  2.50it/s]
Epoch 0: |          | 7091/? [47:19<00:00,  2.50it/s]
Epoch 0: |          | 7091/? [47:19<00:00,  2.50it/s]
Epoch 0: |          | 7092/? [47:19<00:00,  2.50it/s]
Epoch 0: |          | 7092/? [47:19<00:00,  2.50it/s]
Epoch 0: |          | 7093/? [47:19<00:00,  2.50it/s]
Epoch 0: |          | 7093/? [47:19<00:00,  2.50it/s]
Epoch 0: |          | 7094/? [47:19<00:00,  2.50it/s]
Epoch 0: |          | 7094/? [47:19<00:00,  2.50it/s]
Epoch 0: |          | 7095/? [47:20<00:00,  2.50it/s]
Epoch 0: |          | 7095/? [47:20<00:00,  2.50it/s]
Epoch 0: |          | 7096/? [47:20<00:00,  2.50it/s]
Epoch 0: |          | 7096/? [47:20<00:00,  2.50it/s]
Epoch 0: |          | 7097/? [47:20<00:00,  2.50it/s]
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Epoch 0: |          | 7098/? [47:21<00:00,  2.50it/s]
Epoch 0: |          | 7098/? [47:21<00:00,  2.50it/s]
Epoch 0: |          | 7099/? [47:21<00:00,  2.50it/s]
Epoch 0: |          | 7099/? [47:21<00:00,  2.50it/s]
Epoch 0: |          | 7100/? [47:21<00:00,  2.50it/s]
Epoch 0: |          | 7100/? [47:21<00:00,  2.50it/s]
Epoch 0: |          | 7101/? [47:21<00:00,  2.50it/s]
Epoch 0: |          | 7101/? [47:21<00:00,  2.50it/s]
Epoch 0: |          | 7102/? [47:22<00:00,  2.50it/s]
Epoch 0: |          | 7102/? [47:22<00:00,  2.50it/s]
Epoch 0: |          | 7103/? [47:22<00:00,  2.50it/s]
Epoch 0: |          | 7103/? [47:22<00:00,  2.50it/s]
Epoch 0: |          | 7104/? [47:22<00:00,  2.50it/s]
Epoch 0: |          | 7104/? [47:22<00:00,  2.50it/s]
Epoch 0: |          | 7105/? [47:22<00:00,  2.50it/s]
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Epoch 0: |          | 7106/? [47:23<00:00,  2.50it/s]
Epoch 0: |          | 7106/? [47:23<00:00,  2.50it/s]
Epoch 0: |          | 7107/? [47:23<00:00,  2.50it/s]
Epoch 0: |          | 7107/? [47:23<00:00,  2.50it/s]
Epoch 0: |          | 7108/? [47:23<00:00,  2.50it/s]
Epoch 0: |          | 7108/? [47:23<00:00,  2.50it/s]
Epoch 0: |          | 7109/? [47:24<00:00,  2.50it/s]
Epoch 0: |          | 7109/? [47:24<00:00,  2.50it/s]
Epoch 0: |          | 7110/? [47:24<00:00,  2.50it/s]
Epoch 0: |          | 7110/? [47:24<00:00,  2.50it/s]
Epoch 0: |          | 7111/? [47:24<00:00,  2.50it/s]
Epoch 0: |          | 7111/? [47:24<00:00,  2.50it/s]
Epoch 0: |          | 7112/? [47:24<00:00,  2.50it/s]
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Epoch 0: |          | 7113/? [47:25<00:00,  2.50it/s]
Epoch 0: |          | 7113/? [47:25<00:00,  2.50it/s]
Epoch 0: |          | 7114/? [47:25<00:00,  2.50it/s]
Epoch 0: |          | 7114/? [47:25<00:00,  2.50it/s]
Epoch 0: |          | 7115/? [47:25<00:00,  2.50it/s]
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Epoch 0: |          | 7116/? [47:26<00:00,  2.50it/s]
Epoch 0: |          | 7116/? [47:26<00:00,  2.50it/s]
Epoch 0: |          | 7117/? [47:26<00:00,  2.50it/s]
Epoch 0: |          | 7117/? [47:26<00:00,  2.50it/s]
Epoch 0: |          | 7118/? [47:26<00:00,  2.50it/s]
Epoch 0: |          | 7118/? [47:26<00:00,  2.50it/s]
Epoch 0: |          | 7119/? [47:26<00:00,  2.50it/s]
Epoch 0: |          | 7119/? [47:26<00:00,  2.50it/s]
Epoch 0: |          | 7120/? [47:27<00:00,  2.50it/s]
Epoch 0: |          | 7120/? [47:27<00:00,  2.50it/s]
Epoch 0: |          | 7121/? [47:27<00:00,  2.50it/s]
Epoch 0: |          | 7121/? [47:27<00:00,  2.50it/s]
Epoch 0: |          | 7122/? [47:27<00:00,  2.50it/s]
Epoch 0: |          | 7122/? [47:27<00:00,  2.50it/s]
Epoch 0: |          | 7123/? [47:27<00:00,  2.50it/s]
Epoch 0: |          | 7123/? [47:27<00:00,  2.50it/s]
Epoch 0: |          | 7124/? [47:28<00:00,  2.50it/s]
Epoch 0: |          | 7124/? [47:28<00:00,  2.50it/s]
Epoch 0: |          | 7125/? [47:28<00:00,  2.50it/s]
Epoch 0: |          | 7125/? [47:28<00:00,  2.50it/s]
Epoch 0: |          | 7126/? [47:28<00:00,  2.50it/s]
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Epoch 0: |          | 7127/? [47:29<00:00,  2.50it/s]
Epoch 0: |          | 7127/? [47:29<00:00,  2.50it/s]
Epoch 0: |          | 7128/? [47:29<00:00,  2.50it/s]
Epoch 0: |          | 7128/? [47:29<00:00,  2.50it/s]
Epoch 0: |          | 7129/? [47:29<00:00,  2.50it/s]
Epoch 0: |          | 7129/? [47:29<00:00,  2.50it/s]
Epoch 0: |          | 7130/? [47:29<00:00,  2.50it/s]
Epoch 0: |          | 7130/? [47:29<00:00,  2.50it/s]
Epoch 0: |          | 7131/? [47:30<00:00,  2.50it/s]
Epoch 0: |          | 7131/? [47:30<00:00,  2.50it/s]
Epoch 0: |          | 7132/? [47:30<00:00,  2.50it/s]
Epoch 0: |          | 7132/? [47:30<00:00,  2.50it/s]
Epoch 0: |          | 7133/? [47:30<00:00,  2.50it/s]
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Epoch 0: |          | 7134/? [47:31<00:00,  2.50it/s]
Epoch 0: |          | 7134/? [47:31<00:00,  2.50it/s]
Epoch 0: |          | 7135/? [47:31<00:00,  2.50it/s]
Epoch 0: |          | 7135/? [47:31<00:00,  2.50it/s]
Epoch 0: |          | 7136/? [47:31<00:00,  2.50it/s]
Epoch 0: |          | 7136/? [47:31<00:00,  2.50it/s]
Epoch 0: |          | 7137/? [47:31<00:00,  2.50it/s]
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Epoch 0: |          | 7138/? [47:32<00:00,  2.50it/s]
Epoch 0: |          | 7138/? [47:32<00:00,  2.50it/s]
Epoch 0: |          | 7139/? [47:32<00:00,  2.50it/s]
Epoch 0: |          | 7139/? [47:32<00:00,  2.50it/s]
Epoch 0: |          | 7140/? [47:32<00:00,  2.50it/s]
Epoch 0: |          | 7140/? [47:32<00:00,  2.50it/s]
Epoch 0: |          | 7141/? [47:32<00:00,  2.50it/s]
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Epoch 0: |          | 7142/? [47:33<00:00,  2.50it/s]
Epoch 0: |          | 7142/? [47:33<00:00,  2.50it/s]
Epoch 0: |          | 7143/? [47:33<00:00,  2.50it/s]
Epoch 0: |          | 7143/? [47:33<00:00,  2.50it/s]
Epoch 0: |          | 7144/? [47:33<00:00,  2.50it/s]
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Epoch 0: |          | 7145/? [47:34<00:00,  2.50it/s]
Epoch 0: |          | 7145/? [47:34<00:00,  2.50it/s]
Epoch 0: |          | 7146/? [47:34<00:00,  2.50it/s]
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Epoch 0: |          | 7147/? [47:34<00:00,  2.50it/s]
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Epoch 0: |          | 7148/? [47:34<00:00,  2.50it/s]
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Epoch 0: |          | 7150/? [47:35<00:00,  2.50it/s]
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Epoch 0: |          | 7154/? [47:36<00:00,  2.50it/s]
Epoch 0: |          | 7155/? [47:36<00:00,  2.50it/s]
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Epoch 0: |          | 7156/? [47:37<00:00,  2.50it/s]
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Epoch 0: |          | 7159/? [47:37<00:00,  2.50it/s]
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Epoch 0: |          | 7160/? [47:38<00:00,  2.51it/s]
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Epoch 0: |          | 7161/? [47:38<00:00,  2.51it/s]
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Epoch 0: |          | 7162/? [47:38<00:00,  2.51it/s]
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Epoch 0: |          | 7163/? [47:39<00:00,  2.51it/s]
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Epoch 0: |          | 7164/? [47:39<00:00,  2.51it/s]
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Epoch 0: |          | 7165/? [47:39<00:00,  2.51it/s]
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Epoch 0: |          | 7166/? [47:39<00:00,  2.51it/s]
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Epoch 0: |          | 7167/? [47:40<00:00,  2.51it/s]
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Epoch 0: |          | 7168/? [47:40<00:00,  2.51it/s]
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Epoch 0: |          | 7169/? [47:40<00:00,  2.51it/s]
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Epoch 0: |          | 7170/? [47:40<00:00,  2.51it/s]
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Epoch 0: |          | 7171/? [47:41<00:00,  2.51it/s]
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Epoch 0: |          | 7172/? [47:41<00:00,  2.51it/s]
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Epoch 0: |          | 7173/? [47:41<00:00,  2.51it/s]
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Epoch 0: |          | 7174/? [47:42<00:00,  2.51it/s]
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Epoch 0: |          | 7175/? [47:42<00:00,  2.51it/s]
Epoch 0: |          | 7175/? [47:42<00:00,  2.51it/s]
Epoch 0: |          | 7176/? [47:42<00:00,  2.51it/s]
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Epoch 0: |          | 7177/? [47:42<00:00,  2.51it/s]
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Epoch 0: |          | 7178/? [47:43<00:00,  2.51it/s]
Epoch 0: |          | 7178/? [47:43<00:00,  2.51it/s]
Epoch 0: |          | 7179/? [47:43<00:00,  2.51it/s]
Epoch 0: |          | 7179/? [47:43<00:00,  2.51it/s]
Epoch 0: |          | 7180/? [47:43<00:00,  2.51it/s]
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Epoch 0: |          | 7181/? [47:43<00:00,  2.51it/s]
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Epoch 0: |          | 7182/? [47:44<00:00,  2.51it/s]
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Epoch 0: |          | 7183/? [47:44<00:00,  2.51it/s]
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Epoch 0: |          | 7184/? [47:44<00:00,  2.51it/s]
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Epoch 0: |          | 7185/? [47:45<00:00,  2.51it/s]
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Epoch 0: |          | 7186/? [47:45<00:00,  2.51it/s]
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Epoch 0: |          | 7187/? [47:45<00:00,  2.51it/s]
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Epoch 0: |          | 7188/? [47:45<00:00,  2.51it/s]
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Epoch 0: |          | 7189/? [47:46<00:00,  2.51it/s]
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Epoch 0: |          | 7190/? [47:46<00:00,  2.51it/s]
Epoch 0: |          | 7190/? [47:46<00:00,  2.51it/s]
Epoch 0: |          | 7191/? [47:46<00:00,  2.51it/s]
Epoch 0: |          | 7191/? [47:46<00:00,  2.51it/s]
Epoch 0: |          | 7192/? [47:47<00:00,  2.51it/s]
Epoch 0: |          | 7192/? [47:47<00:00,  2.51it/s]
Epoch 0: |          | 7193/? [47:47<00:00,  2.51it/s]
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Epoch 0: |          | 7194/? [47:47<00:00,  2.51it/s]
Epoch 0: |          | 7194/? [47:47<00:00,  2.51it/s]
Epoch 0: |          | 7195/? [47:47<00:00,  2.51it/s]
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Epoch 0: |          | 7196/? [47:48<00:00,  2.51it/s]
Epoch 0: |          | 7196/? [47:48<00:00,  2.51it/s]
Epoch 0: |          | 7197/? [47:48<00:00,  2.51it/s]
Epoch 0: |          | 7197/? [47:48<00:00,  2.51it/s]
Epoch 0: |          | 7198/? [47:48<00:00,  2.51it/s]
Epoch 0: |          | 7198/? [47:48<00:00,  2.51it/s]
Epoch 0: |          | 7199/? [47:49<00:00,  2.51it/s]
Epoch 0: |          | 7199/? [47:49<00:00,  2.51it/s]
Epoch 0: |          | 7200/? [47:49<00:00,  2.51it/s]
Epoch 0: |          | 7200/? [47:49<00:00,  2.51it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.01it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.08it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.82it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.97it/s]
                                                                      
Epoch 0: |          | 7200/? [47:49<00:00,  2.51it/s]
Epoch 0: |          | 7201/? [47:49<00:00,  2.51it/s]
Epoch 0: |          | 7201/? [47:49<00:00,  2.51it/s]
Epoch 0: |          | 7202/? [47:50<00:00,  2.51it/s]
Epoch 0: |          | 7202/? [47:50<00:00,  2.51it/s]
Epoch 0: |          | 7203/? [47:50<00:00,  2.51it/s]
Epoch 0: |          | 7203/? [47:50<00:00,  2.51it/s]
Epoch 0: |          | 7204/? [47:50<00:00,  2.51it/s]
Epoch 0: |          | 7204/? [47:50<00:00,  2.51it/s]
Epoch 0: |          | 7205/? [47:51<00:00,  2.51it/s]
Epoch 0: |          | 7205/? [47:51<00:00,  2.51it/s]
Epoch 0: |          | 7206/? [47:51<00:00,  2.51it/s]
Epoch 0: |          | 7206/? [47:51<00:00,  2.51it/s]
Epoch 0: |          | 7207/? [47:51<00:00,  2.51it/s]
Epoch 0: |          | 7207/? [47:51<00:00,  2.51it/s]
Epoch 0: |          | 7208/? [47:51<00:00,  2.51it/s]
Epoch 0: |          | 7208/? [47:51<00:00,  2.51it/s]
Epoch 0: |          | 7209/? [47:52<00:00,  2.51it/s]
Epoch 0: |          | 7209/? [47:52<00:00,  2.51it/s]
Epoch 0: |          | 7210/? [47:52<00:00,  2.51it/s]
Epoch 0: |          | 7210/? [47:52<00:00,  2.51it/s]
Epoch 0: |          | 7211/? [47:52<00:00,  2.51it/s]
Epoch 0: |          | 7211/? [47:52<00:00,  2.51it/s]
Epoch 0: |          | 7212/? [47:52<00:00,  2.51it/s]
Epoch 0: |          | 7212/? [47:52<00:00,  2.51it/s]
Epoch 0: |          | 7213/? [47:53<00:00,  2.51it/s]
Epoch 0: |          | 7213/? [47:53<00:00,  2.51it/s]
Epoch 0: |          | 7214/? [47:53<00:00,  2.51it/s]
Epoch 0: |          | 7214/? [47:53<00:00,  2.51it/s]
Epoch 0: |          | 7215/? [47:53<00:00,  2.51it/s]
Epoch 0: |          | 7215/? [47:53<00:00,  2.51it/s]
Epoch 0: |          | 7216/? [47:54<00:00,  2.51it/s]
Epoch 0: |          | 7216/? [47:54<00:00,  2.51it/s]
Epoch 0: |          | 7217/? [47:54<00:00,  2.51it/s]
Epoch 0: |          | 7217/? [47:54<00:00,  2.51it/s]
Epoch 0: |          | 7218/? [47:54<00:00,  2.51it/s]
Epoch 0: |          | 7218/? [47:54<00:00,  2.51it/s]
Epoch 0: |          | 7219/? [47:54<00:00,  2.51it/s]
Epoch 0: |          | 7219/? [47:54<00:00,  2.51it/s]
Epoch 0: |          | 7220/? [47:55<00:00,  2.51it/s]
Epoch 0: |          | 7220/? [47:55<00:00,  2.51it/s]
Epoch 0: |          | 7221/? [47:55<00:00,  2.51it/s]
Epoch 0: |          | 7221/? [47:55<00:00,  2.51it/s]
Epoch 0: |          | 7222/? [47:55<00:00,  2.51it/s]
Epoch 0: |          | 7222/? [47:55<00:00,  2.51it/s]
Epoch 0: |          | 7223/? [47:56<00:00,  2.51it/s]
Epoch 0: |          | 7223/? [47:56<00:00,  2.51it/s]
Epoch 0: |          | 7224/? [47:56<00:00,  2.51it/s]
Epoch 0: |          | 7224/? [47:56<00:00,  2.51it/s]
Epoch 0: |          | 7225/? [47:56<00:00,  2.51it/s]
Epoch 0: |          | 7225/? [47:56<00:00,  2.51it/s]
Epoch 0: |          | 7226/? [47:56<00:00,  2.51it/s]
Epoch 0: |          | 7226/? [47:56<00:00,  2.51it/s]
Epoch 0: |          | 7227/? [47:57<00:00,  2.51it/s]
Epoch 0: |          | 7227/? [47:57<00:00,  2.51it/s]
Epoch 0: |          | 7228/? [47:57<00:00,  2.51it/s]
Epoch 0: |          | 7228/? [47:57<00:00,  2.51it/s]
Epoch 0: |          | 7229/? [47:57<00:00,  2.51it/s]
Epoch 0: |          | 7229/? [47:57<00:00,  2.51it/s]
Epoch 0: |          | 7230/? [47:57<00:00,  2.51it/s]
Epoch 0: |          | 7230/? [47:57<00:00,  2.51it/s]
Epoch 0: |          | 7231/? [47:58<00:00,  2.51it/s]
Epoch 0: |          | 7231/? [47:58<00:00,  2.51it/s]
Epoch 0: |          | 7232/? [47:58<00:00,  2.51it/s]
Epoch 0: |          | 7232/? [47:58<00:00,  2.51it/s]
Epoch 0: |          | 7233/? [47:58<00:00,  2.51it/s]
Epoch 0: |          | 7233/? [47:58<00:00,  2.51it/s]
Epoch 0: |          | 7234/? [47:59<00:00,  2.51it/s]
Epoch 0: |          | 7234/? [47:59<00:00,  2.51it/s]
Epoch 0: |          | 7235/? [47:59<00:00,  2.51it/s]
Epoch 0: |          | 7235/? [47:59<00:00,  2.51it/s]
Epoch 0: |          | 7236/? [47:59<00:00,  2.51it/s]
Epoch 0: |          | 7236/? [47:59<00:00,  2.51it/s]
Epoch 0: |          | 7237/? [47:59<00:00,  2.51it/s]
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Epoch 0: |          | 7238/? [48:00<00:00,  2.51it/s]
Epoch 0: |          | 7238/? [48:00<00:00,  2.51it/s]
Epoch 0: |          | 7239/? [48:00<00:00,  2.51it/s]
Epoch 0: |          | 7239/? [48:00<00:00,  2.51it/s]
Epoch 0: |          | 7240/? [48:00<00:00,  2.51it/s]
Epoch 0: |          | 7240/? [48:00<00:00,  2.51it/s]
Epoch 0: |          | 7241/? [48:01<00:00,  2.51it/s]
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Epoch 0: |          | 7242/? [48:01<00:00,  2.51it/s]
Epoch 0: |          | 7242/? [48:01<00:00,  2.51it/s]
Epoch 0: |          | 7243/? [48:01<00:00,  2.51it/s]
Epoch 0: |          | 7243/? [48:01<00:00,  2.51it/s]
Epoch 0: |          | 7244/? [48:01<00:00,  2.51it/s]
Epoch 0: |          | 7244/? [48:01<00:00,  2.51it/s]
Epoch 0: |          | 7245/? [48:02<00:00,  2.51it/s]
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Epoch 0: |          | 7246/? [48:02<00:00,  2.51it/s]
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Epoch 0: |          | 7247/? [48:02<00:00,  2.51it/s]
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Epoch 0: |          | 7248/? [48:03<00:00,  2.51it/s]
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Epoch 0: |          | 7249/? [48:03<00:00,  2.51it/s]
Epoch 0: |          | 7249/? [48:03<00:00,  2.51it/s]
Epoch 0: |          | 7250/? [48:03<00:00,  2.51it/s]
Epoch 0: |          | 7250/? [48:03<00:00,  2.51it/s]
Epoch 0: |          | 7251/? [48:03<00:00,  2.51it/s]
Epoch 0: |          | 7251/? [48:03<00:00,  2.51it/s]
Epoch 0: |          | 7252/? [48:04<00:00,  2.51it/s]
Epoch 0: |          | 7252/? [48:04<00:00,  2.51it/s]
Epoch 0: |          | 7253/? [48:04<00:00,  2.51it/s]
Epoch 0: |          | 7253/? [48:04<00:00,  2.51it/s]
Epoch 0: |          | 7254/? [48:04<00:00,  2.51it/s]
Epoch 0: |          | 7254/? [48:04<00:00,  2.51it/s]
Epoch 0: |          | 7255/? [48:05<00:00,  2.51it/s]
Epoch 0: |          | 7255/? [48:05<00:00,  2.51it/s]
Epoch 0: |          | 7256/? [48:05<00:00,  2.51it/s]
Epoch 0: |          | 7256/? [48:05<00:00,  2.51it/s]
Epoch 0: |          | 7257/? [48:05<00:00,  2.51it/s]
Epoch 0: |          | 7257/? [48:05<00:00,  2.51it/s]
Epoch 0: |          | 7258/? [48:05<00:00,  2.51it/s]
Epoch 0: |          | 7258/? [48:05<00:00,  2.51it/s]
Epoch 0: |          | 7259/? [48:06<00:00,  2.52it/s]
Epoch 0: |          | 7259/? [48:06<00:00,  2.52it/s]
Epoch 0: |          | 7260/? [48:06<00:00,  2.52it/s]
Epoch 0: |          | 7260/? [48:06<00:00,  2.52it/s]
Epoch 0: |          | 7261/? [48:06<00:00,  2.52it/s]
Epoch 0: |          | 7261/? [48:06<00:00,  2.52it/s]
Epoch 0: |          | 7262/? [48:07<00:00,  2.52it/s]
Epoch 0: |          | 7262/? [48:07<00:00,  2.52it/s]
Epoch 0: |          | 7263/? [48:07<00:00,  2.52it/s]
Epoch 0: |          | 7263/? [48:07<00:00,  2.52it/s]
Epoch 0: |          | 7264/? [48:07<00:00,  2.52it/s]
Epoch 0: |          | 7264/? [48:07<00:00,  2.52it/s]
Epoch 0: |          | 7265/? [48:07<00:00,  2.52it/s]
Epoch 0: |          | 7265/? [48:07<00:00,  2.52it/s]
Epoch 0: |          | 7266/? [48:08<00:00,  2.52it/s]
Epoch 0: |          | 7266/? [48:08<00:00,  2.52it/s]
Epoch 0: |          | 7267/? [48:08<00:00,  2.52it/s]
Epoch 0: |          | 7267/? [48:08<00:00,  2.52it/s]
Epoch 0: |          | 7268/? [48:08<00:00,  2.52it/s]
Epoch 0: |          | 7268/? [48:08<00:00,  2.52it/s]
Epoch 0: |          | 7269/? [48:08<00:00,  2.52it/s]
Epoch 0: |          | 7269/? [48:08<00:00,  2.52it/s]
Epoch 0: |          | 7270/? [48:09<00:00,  2.52it/s]
Epoch 0: |          | 7270/? [48:09<00:00,  2.52it/s]
Epoch 0: |          | 7271/? [48:09<00:00,  2.52it/s]
Epoch 0: |          | 7271/? [48:09<00:00,  2.52it/s]
Epoch 0: |          | 7272/? [48:09<00:00,  2.52it/s]
Epoch 0: |          | 7272/? [48:09<00:00,  2.52it/s]
Epoch 0: |          | 7273/? [48:10<00:00,  2.52it/s]
Epoch 0: |          | 7273/? [48:10<00:00,  2.52it/s]
Epoch 0: |          | 7274/? [48:10<00:00,  2.52it/s]
Epoch 0: |          | 7274/? [48:10<00:00,  2.52it/s]
Epoch 0: |          | 7275/? [48:10<00:00,  2.52it/s]
Epoch 0: |          | 7275/? [48:10<00:00,  2.52it/s]
Epoch 0: |          | 7276/? [48:10<00:00,  2.52it/s]
Epoch 0: |          | 7276/? [48:10<00:00,  2.52it/s]
Epoch 0: |          | 7277/? [48:11<00:00,  2.52it/s]
Epoch 0: |          | 7277/? [48:11<00:00,  2.52it/s]
Epoch 0: |          | 7278/? [48:11<00:00,  2.52it/s]
Epoch 0: |          | 7278/? [48:11<00:00,  2.52it/s]
Epoch 0: |          | 7279/? [48:11<00:00,  2.52it/s]
Epoch 0: |          | 7279/? [48:11<00:00,  2.52it/s]
Epoch 0: |          | 7280/? [48:12<00:00,  2.52it/s]
Epoch 0: |          | 7280/? [48:12<00:00,  2.52it/s]
Epoch 0: |          | 7281/? [48:12<00:00,  2.52it/s]
Epoch 0: |          | 7281/? [48:12<00:00,  2.52it/s]
Epoch 0: |          | 7282/? [48:12<00:00,  2.52it/s]
Epoch 0: |          | 7282/? [48:12<00:00,  2.52it/s]
Epoch 0: |          | 7283/? [48:12<00:00,  2.52it/s]
Epoch 0: |          | 7283/? [48:12<00:00,  2.52it/s]
Epoch 0: |          | 7284/? [48:13<00:00,  2.52it/s]
Epoch 0: |          | 7284/? [48:13<00:00,  2.52it/s]
Epoch 0: |          | 7285/? [48:13<00:00,  2.52it/s]
Epoch 0: |          | 7285/? [48:13<00:00,  2.52it/s]
Epoch 0: |          | 7286/? [48:13<00:00,  2.52it/s]
Epoch 0: |          | 7286/? [48:13<00:00,  2.52it/s]
Epoch 0: |          | 7287/? [48:14<00:00,  2.52it/s]
Epoch 0: |          | 7287/? [48:14<00:00,  2.52it/s]
Epoch 0: |          | 7288/? [48:14<00:00,  2.52it/s]
Epoch 0: |          | 7288/? [48:14<00:00,  2.52it/s]
Epoch 0: |          | 7289/? [48:14<00:00,  2.52it/s]
Epoch 0: |          | 7289/? [48:14<00:00,  2.52it/s]
Epoch 0: |          | 7290/? [48:14<00:00,  2.52it/s]
Epoch 0: |          | 7290/? [48:14<00:00,  2.52it/s]
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Epoch 0: |          | 7300/? [48:17<00:00,  2.52it/s]
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Epoch 0: |          | 7301/? [48:17<00:00,  2.52it/s]
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Epoch 0: |          | 7306/? [48:19<00:00,  2.52it/s]
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Epoch 0: |          | 7307/? [48:19<00:00,  2.52it/s]
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Epoch 0: |          | 7308/? [48:19<00:00,  2.52it/s]
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Epoch 0: |          | 7309/? [48:20<00:00,  2.52it/s]
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Epoch 0: |          | 7310/? [48:20<00:00,  2.52it/s]
Epoch 0: |          | 7310/? [48:20<00:00,  2.52it/s]
Epoch 0: |          | 7311/? [48:20<00:00,  2.52it/s]
Epoch 0: |          | 7311/? [48:20<00:00,  2.52it/s]
Epoch 0: |          | 7312/? [48:20<00:00,  2.52it/s]
Epoch 0: |          | 7312/? [48:20<00:00,  2.52it/s]
Epoch 0: |          | 7313/? [48:21<00:00,  2.52it/s]
Epoch 0: |          | 7313/? [48:21<00:00,  2.52it/s]
Epoch 0: |          | 7314/? [48:21<00:00,  2.52it/s]
Epoch 0: |          | 7314/? [48:21<00:00,  2.52it/s]
Epoch 0: |          | 7315/? [48:21<00:00,  2.52it/s]
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Epoch 0: |          | 7316/? [48:22<00:00,  2.52it/s]
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Epoch 0: |          | 7317/? [48:22<00:00,  2.52it/s]
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Epoch 0: |          | 7318/? [48:22<00:00,  2.52it/s]
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Epoch 0: |          | 7319/? [48:22<00:00,  2.52it/s]
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Epoch 0: |          | 7320/? [48:23<00:00,  2.52it/s]
Epoch 0: |          | 7320/? [48:23<00:00,  2.52it/s]
Epoch 0: |          | 7321/? [48:23<00:00,  2.52it/s]
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Epoch 0: |          | 7322/? [48:23<00:00,  2.52it/s]
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Epoch 0: |          | 7323/? [48:24<00:00,  2.52it/s]
Epoch 0: |          | 7323/? [48:24<00:00,  2.52it/s]
Epoch 0: |          | 7324/? [48:24<00:00,  2.52it/s]
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Epoch 0: |          | 7325/? [48:24<00:00,  2.52it/s]
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Epoch 0: |          | 7326/? [48:24<00:00,  2.52it/s]
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Epoch 0: |          | 7327/? [48:25<00:00,  2.52it/s]
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Epoch 0: |          | 7328/? [48:25<00:00,  2.52it/s]
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Epoch 0: |          | 7329/? [48:25<00:00,  2.52it/s]
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Epoch 0: |          | 7330/? [48:26<00:00,  2.52it/s]
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Epoch 0: |          | 7331/? [48:26<00:00,  2.52it/s]
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Epoch 0: |          | 7332/? [48:26<00:00,  2.52it/s]
Epoch 0: |          | 7332/? [48:26<00:00,  2.52it/s]
Epoch 0: |          | 7333/? [48:26<00:00,  2.52it/s]
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Epoch 0: |          | 7334/? [48:27<00:00,  2.52it/s]
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Epoch 0: |          | 7335/? [48:27<00:00,  2.52it/s]
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Epoch 0: |          | 7336/? [48:27<00:00,  2.52it/s]
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Epoch 0: |          | 7337/? [48:27<00:00,  2.52it/s]
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Epoch 0: |          | 7338/? [48:28<00:00,  2.52it/s]
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Epoch 0: |          | 7339/? [48:28<00:00,  2.52it/s]
Epoch 0: |          | 7339/? [48:28<00:00,  2.52it/s]
Epoch 0: |          | 7340/? [48:28<00:00,  2.52it/s]
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Epoch 0: |          | 7341/? [48:29<00:00,  2.52it/s]
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Epoch 0: |          | 7349/? [48:31<00:00,  2.52it/s]
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Epoch 0: |          | 7350/? [48:31<00:00,  2.52it/s]
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Epoch 0: |          | 7351/? [48:31<00:00,  2.52it/s]
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Epoch 0: |          | 7352/? [48:32<00:00,  2.52it/s]
Epoch 0: |          | 7352/? [48:32<00:00,  2.52it/s]
Epoch 0: |          | 7353/? [48:32<00:00,  2.52it/s]
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Epoch 0: |          | 7354/? [48:32<00:00,  2.52it/s]
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Epoch 0: |          | 7355/? [48:32<00:00,  2.53it/s]
Epoch 0: |          | 7355/? [48:32<00:00,  2.53it/s]
Epoch 0: |          | 7356/? [48:33<00:00,  2.53it/s]
Epoch 0: |          | 7356/? [48:33<00:00,  2.53it/s]
Epoch 0: |          | 7357/? [48:33<00:00,  2.53it/s]
Epoch 0: |          | 7357/? [48:33<00:00,  2.53it/s]
Epoch 0: |          | 7358/? [48:33<00:00,  2.53it/s]
Epoch 0: |          | 7358/? [48:33<00:00,  2.53it/s]
Epoch 0: |          | 7359/? [48:33<00:00,  2.53it/s]
Epoch 0: |          | 7359/? [48:33<00:00,  2.53it/s]
Epoch 0: |          | 7360/? [48:34<00:00,  2.53it/s]
Epoch 0: |          | 7360/? [48:34<00:00,  2.53it/s]
Epoch 0: |          | 7361/? [48:34<00:00,  2.53it/s]
Epoch 0: |          | 7361/? [48:34<00:00,  2.53it/s]
Epoch 0: |          | 7362/? [48:34<00:00,  2.53it/s]
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Epoch 0: |          | 7363/? [48:35<00:00,  2.53it/s]
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Epoch 0: |          | 7364/? [48:35<00:00,  2.53it/s]
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Epoch 0: |          | 7365/? [48:35<00:00,  2.53it/s]
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Epoch 0: |          | 7366/? [48:35<00:00,  2.53it/s]
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Epoch 0: |          | 7367/? [48:36<00:00,  2.53it/s]
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Epoch 0: |          | 7368/? [48:36<00:00,  2.53it/s]
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Epoch 0: |          | 7369/? [48:36<00:00,  2.53it/s]
Epoch 0: |          | 7369/? [48:36<00:00,  2.53it/s]
Epoch 0: |          | 7370/? [48:37<00:00,  2.53it/s]
Epoch 0: |          | 7370/? [48:37<00:00,  2.53it/s]
Epoch 0: |          | 7371/? [48:37<00:00,  2.53it/s]
Epoch 0: |          | 7371/? [48:37<00:00,  2.53it/s]
Epoch 0: |          | 7372/? [48:37<00:00,  2.53it/s]
Epoch 0: |          | 7372/? [48:37<00:00,  2.53it/s]
Epoch 0: |          | 7373/? [48:37<00:00,  2.53it/s]
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Epoch 0: |          | 7374/? [48:38<00:00,  2.53it/s]
Epoch 0: |          | 7374/? [48:38<00:00,  2.53it/s]
Epoch 0: |          | 7375/? [48:38<00:00,  2.53it/s]
Epoch 0: |          | 7375/? [48:38<00:00,  2.53it/s]
Epoch 0: |          | 7376/? [48:38<00:00,  2.53it/s]
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Epoch 0: |          | 7377/? [48:39<00:00,  2.53it/s]
Epoch 0: |          | 7377/? [48:39<00:00,  2.53it/s]
Epoch 0: |          | 7378/? [48:39<00:00,  2.53it/s]
Epoch 0: |          | 7378/? [48:39<00:00,  2.53it/s]
Epoch 0: |          | 7379/? [48:39<00:00,  2.53it/s]
Epoch 0: |          | 7379/? [48:39<00:00,  2.53it/s]
Epoch 0: |          | 7380/? [48:39<00:00,  2.53it/s]
Epoch 0: |          | 7380/? [48:39<00:00,  2.53it/s]
Epoch 0: |          | 7381/? [48:40<00:00,  2.53it/s]
Epoch 0: |          | 7381/? [48:40<00:00,  2.53it/s]
Epoch 0: |          | 7382/? [48:40<00:00,  2.53it/s]
Epoch 0: |          | 7382/? [48:40<00:00,  2.53it/s]
Epoch 0: |          | 7383/? [48:40<00:00,  2.53it/s]
Epoch 0: |          | 7383/? [48:40<00:00,  2.53it/s]
Epoch 0: |          | 7384/? [48:40<00:00,  2.53it/s]
Epoch 0: |          | 7384/? [48:40<00:00,  2.53it/s]
Epoch 0: |          | 7385/? [48:41<00:00,  2.53it/s]
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Epoch 0: |          | 7386/? [48:41<00:00,  2.53it/s]
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Epoch 0: |          | 7387/? [48:41<00:00,  2.53it/s]
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Epoch 0: |          | 7388/? [48:42<00:00,  2.53it/s]
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Epoch 0: |          | 7389/? [48:42<00:00,  2.53it/s]
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Epoch 0: |          | 7390/? [48:42<00:00,  2.53it/s]
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Epoch 0: |          | 7391/? [48:42<00:00,  2.53it/s]
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Epoch 0: |          | 7392/? [48:43<00:00,  2.53it/s]
Epoch 0: |          | 7392/? [48:43<00:00,  2.53it/s]
Epoch 0: |          | 7393/? [48:43<00:00,  2.53it/s]
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Epoch 0: |          | 7394/? [48:43<00:00,  2.53it/s]
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Epoch 0: |          | 7395/? [48:44<00:00,  2.53it/s]
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Epoch 0: |          | 7396/? [48:44<00:00,  2.53it/s]
Epoch 0: |          | 7396/? [48:44<00:00,  2.53it/s]
Epoch 0: |          | 7397/? [48:44<00:00,  2.53it/s]
Epoch 0: |          | 7397/? [48:44<00:00,  2.53it/s]
Epoch 0: |          | 7398/? [48:44<00:00,  2.53it/s]
Epoch 0: |          | 7398/? [48:44<00:00,  2.53it/s]
Epoch 0: |          | 7399/? [48:45<00:00,  2.53it/s]
Epoch 0: |          | 7399/? [48:45<00:00,  2.53it/s]
Epoch 0: |          | 7400/? [48:45<00:00,  2.53it/s]
Epoch 0: |          | 7400/? [48:45<00:00,  2.53it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.78it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.56it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.07it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.33it/s]

Epoch 0: |          | 7400/? [48:45<00:00,  2.53it/s]
Epoch 0: |          | 7401/? [48:46<00:00,  2.53it/s]
Epoch 0: |          | 7401/? [48:46<00:00,  2.53it/s]
Epoch 0: |          | 7402/? [48:46<00:00,  2.53it/s]
Epoch 0: |          | 7402/? [48:46<00:00,  2.53it/s]
Epoch 0: |          | 7403/? [48:46<00:00,  2.53it/s]
Epoch 0: |          | 7403/? [48:46<00:00,  2.53it/s]
Epoch 0: |          | 7404/? [48:46<00:00,  2.53it/s]
Epoch 0: |          | 7404/? [48:46<00:00,  2.53it/s]
Epoch 0: |          | 7405/? [48:47<00:00,  2.53it/s]
Epoch 0: |          | 7405/? [48:47<00:00,  2.53it/s]
Epoch 0: |          | 7406/? [48:47<00:00,  2.53it/s]
Epoch 0: |          | 7406/? [48:47<00:00,  2.53it/s]
Epoch 0: |          | 7407/? [48:47<00:00,  2.53it/s]
Epoch 0: |          | 7407/? [48:47<00:00,  2.53it/s]
Epoch 0: |          | 7408/? [48:47<00:00,  2.53it/s]
Epoch 0: |          | 7408/? [48:47<00:00,  2.53it/s]
Epoch 0: |          | 7409/? [48:48<00:00,  2.53it/s]
Epoch 0: |          | 7409/? [48:48<00:00,  2.53it/s]
Epoch 0: |          | 7410/? [48:48<00:00,  2.53it/s]
Epoch 0: |          | 7410/? [48:48<00:00,  2.53it/s]
Epoch 0: |          | 7411/? [48:48<00:00,  2.53it/s]
Epoch 0: |          | 7411/? [48:48<00:00,  2.53it/s]
Epoch 0: |          | 7412/? [48:49<00:00,  2.53it/s]
Epoch 0: |          | 7412/? [48:49<00:00,  2.53it/s]
Epoch 0: |          | 7413/? [48:49<00:00,  2.53it/s]
Epoch 0: |          | 7413/? [48:49<00:00,  2.53it/s]
Epoch 0: |          | 7414/? [48:49<00:00,  2.53it/s]
Epoch 0: |          | 7414/? [48:49<00:00,  2.53it/s]
Epoch 0: |          | 7415/? [48:49<00:00,  2.53it/s]
Epoch 0: |          | 7415/? [48:49<00:00,  2.53it/s]
Epoch 0: |          | 7416/? [48:50<00:00,  2.53it/s]
Epoch 0: |          | 7416/? [48:50<00:00,  2.53it/s]
Epoch 0: |          | 7417/? [48:50<00:00,  2.53it/s]
Epoch 0: |          | 7417/? [48:50<00:00,  2.53it/s]
Epoch 0: |          | 7418/? [48:50<00:00,  2.53it/s]
Epoch 0: |          | 7418/? [48:50<00:00,  2.53it/s]
Epoch 0: |          | 7419/? [48:51<00:00,  2.53it/s]
Epoch 0: |          | 7419/? [48:51<00:00,  2.53it/s]
Epoch 0: |          | 7420/? [48:51<00:00,  2.53it/s]
Epoch 0: |          | 7420/? [48:51<00:00,  2.53it/s]
Epoch 0: |          | 7421/? [48:51<00:00,  2.53it/s]
Epoch 0: |          | 7421/? [48:51<00:00,  2.53it/s]
Epoch 0: |          | 7422/? [48:51<00:00,  2.53it/s]
Epoch 0: |          | 7422/? [48:51<00:00,  2.53it/s]
Epoch 0: |          | 7423/? [48:52<00:00,  2.53it/s]
Epoch 0: |          | 7423/? [48:52<00:00,  2.53it/s]
Epoch 0: |          | 7424/? [48:52<00:00,  2.53it/s]
Epoch 0: |          | 7424/? [48:52<00:00,  2.53it/s]
Epoch 0: |          | 7425/? [48:52<00:00,  2.53it/s]
Epoch 0: |          | 7425/? [48:52<00:00,  2.53it/s]
Epoch 0: |          | 7426/? [48:53<00:00,  2.53it/s]
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Epoch 0: |          | 7468/? [49:04<00:00,  2.54it/s]
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Epoch 0: |          | 7469/? [49:04<00:00,  2.54it/s]
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Epoch 0: |          | 7470/? [49:05<00:00,  2.54it/s]
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Epoch 0: |          | 7471/? [49:05<00:00,  2.54it/s]
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Epoch 0: |          | 7474/? [49:06<00:00,  2.54it/s]
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Epoch 0: |          | 7476/? [49:06<00:00,  2.54it/s]
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Epoch 0: |          | 7478/? [49:07<00:00,  2.54it/s]
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Epoch 0: |          | 7481/? [49:08<00:00,  2.54it/s]
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Epoch 0: |          | 7488/? [49:10<00:00,  2.54it/s]
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Epoch 0: |          | 7489/? [49:10<00:00,  2.54it/s]
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Epoch 0: |          | 7490/? [49:10<00:00,  2.54it/s]
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Epoch 0: |          | 7491/? [49:11<00:00,  2.54it/s]
Epoch 0: |          | 7491/? [49:11<00:00,  2.54it/s]
Epoch 0: |          | 7492/? [49:11<00:00,  2.54it/s]
Epoch 0: |          | 7492/? [49:11<00:00,  2.54it/s]
Epoch 0: |          | 7493/? [49:11<00:00,  2.54it/s]
Epoch 0: |          | 7493/? [49:11<00:00,  2.54it/s]
Epoch 0: |          | 7494/? [49:11<00:00,  2.54it/s]
Epoch 0: |          | 7494/? [49:11<00:00,  2.54it/s]
Epoch 0: |          | 7495/? [49:12<00:00,  2.54it/s]
Epoch 0: |          | 7495/? [49:12<00:00,  2.54it/s]
Epoch 0: |          | 7496/? [49:12<00:00,  2.54it/s]
Epoch 0: |          | 7496/? [49:12<00:00,  2.54it/s]
Epoch 0: |          | 7497/? [49:12<00:00,  2.54it/s]
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Epoch 0: |          | 7498/? [49:12<00:00,  2.54it/s]
Epoch 0: |          | 7498/? [49:12<00:00,  2.54it/s]
Epoch 0: |          | 7499/? [49:13<00:00,  2.54it/s]
Epoch 0: |          | 7499/? [49:13<00:00,  2.54it/s]
Epoch 0: |          | 7500/? [49:13<00:00,  2.54it/s]
Epoch 0: |          | 7500/? [49:13<00:00,  2.54it/s]
Epoch 0: |          | 7501/? [49:13<00:00,  2.54it/s]
Epoch 0: |          | 7501/? [49:13<00:00,  2.54it/s]
Epoch 0: |          | 7502/? [49:14<00:00,  2.54it/s]
Epoch 0: |          | 7502/? [49:14<00:00,  2.54it/s]
Epoch 0: |          | 7503/? [49:14<00:00,  2.54it/s]
Epoch 0: |          | 7503/? [49:14<00:00,  2.54it/s]
Epoch 0: |          | 7504/? [49:14<00:00,  2.54it/s]
Epoch 0: |          | 7504/? [49:14<00:00,  2.54it/s]
Epoch 0: |          | 7505/? [49:14<00:00,  2.54it/s]
Epoch 0: |          | 7505/? [49:14<00:00,  2.54it/s]
Epoch 0: |          | 7506/? [49:15<00:00,  2.54it/s]
Epoch 0: |          | 7506/? [49:15<00:00,  2.54it/s]
Epoch 0: |          | 7507/? [49:15<00:00,  2.54it/s]
Epoch 0: |          | 7507/? [49:15<00:00,  2.54it/s]
Epoch 0: |          | 7508/? [49:15<00:00,  2.54it/s]
Epoch 0: |          | 7508/? [49:15<00:00,  2.54it/s]
Epoch 0: |          | 7509/? [49:16<00:00,  2.54it/s]
Epoch 0: |          | 7509/? [49:16<00:00,  2.54it/s]
Epoch 0: |          | 7510/? [49:16<00:00,  2.54it/s]
Epoch 0: |          | 7510/? [49:16<00:00,  2.54it/s]
Epoch 0: |          | 7511/? [49:16<00:00,  2.54it/s]
Epoch 0: |          | 7511/? [49:16<00:00,  2.54it/s]
Epoch 0: |          | 7512/? [49:16<00:00,  2.54it/s]
Epoch 0: |          | 7512/? [49:16<00:00,  2.54it/s]
Epoch 0: |          | 7513/? [49:17<00:00,  2.54it/s]
Epoch 0: |          | 7513/? [49:17<00:00,  2.54it/s]
Epoch 0: |          | 7514/? [49:17<00:00,  2.54it/s]
Epoch 0: |          | 7514/? [49:17<00:00,  2.54it/s]
Epoch 0: |          | 7515/? [49:17<00:00,  2.54it/s]
Epoch 0: |          | 7515/? [49:17<00:00,  2.54it/s]
Epoch 0: |          | 7516/? [49:18<00:00,  2.54it/s]
Epoch 0: |          | 7516/? [49:18<00:00,  2.54it/s]
Epoch 0: |          | 7517/? [49:18<00:00,  2.54it/s]
Epoch 0: |          | 7517/? [49:18<00:00,  2.54it/s]
Epoch 0: |          | 7518/? [49:18<00:00,  2.54it/s]
Epoch 0: |          | 7518/? [49:18<00:00,  2.54it/s]
Epoch 0: |          | 7519/? [49:18<00:00,  2.54it/s]
Epoch 0: |          | 7519/? [49:18<00:00,  2.54it/s]
Epoch 0: |          | 7520/? [49:19<00:00,  2.54it/s]
Epoch 0: |          | 7520/? [49:19<00:00,  2.54it/s]
Epoch 0: |          | 7521/? [49:19<00:00,  2.54it/s]
Epoch 0: |          | 7521/? [49:19<00:00,  2.54it/s]
Epoch 0: |          | 7522/? [49:19<00:00,  2.54it/s]
Epoch 0: |          | 7522/? [49:19<00:00,  2.54it/s]
Epoch 0: |          | 7523/? [49:19<00:00,  2.54it/s]
Epoch 0: |          | 7523/? [49:19<00:00,  2.54it/s]
Epoch 0: |          | 7524/? [49:20<00:00,  2.54it/s]
Epoch 0: |          | 7524/? [49:20<00:00,  2.54it/s]
Epoch 0: |          | 7525/? [49:20<00:00,  2.54it/s]
Epoch 0: |          | 7525/? [49:20<00:00,  2.54it/s]
Epoch 0: |          | 7526/? [49:20<00:00,  2.54it/s]
Epoch 0: |          | 7526/? [49:20<00:00,  2.54it/s]
Epoch 0: |          | 7527/? [49:21<00:00,  2.54it/s]
Epoch 0: |          | 7527/? [49:21<00:00,  2.54it/s]
Epoch 0: |          | 7528/? [49:21<00:00,  2.54it/s]
Epoch 0: |          | 7528/? [49:21<00:00,  2.54it/s]
Epoch 0: |          | 7529/? [49:21<00:00,  2.54it/s]
Epoch 0: |          | 7529/? [49:21<00:00,  2.54it/s]
Epoch 0: |          | 7530/? [49:21<00:00,  2.54it/s]
Epoch 0: |          | 7530/? [49:21<00:00,  2.54it/s]
Epoch 0: |          | 7531/? [49:22<00:00,  2.54it/s]
Epoch 0: |          | 7531/? [49:22<00:00,  2.54it/s]
Epoch 0: |          | 7532/? [49:22<00:00,  2.54it/s]
Epoch 0: |          | 7532/? [49:22<00:00,  2.54it/s]
Epoch 0: |          | 7533/? [49:22<00:00,  2.54it/s]
Epoch 0: |          | 7533/? [49:22<00:00,  2.54it/s]
Epoch 0: |          | 7534/? [49:23<00:00,  2.54it/s]
Epoch 0: |          | 7534/? [49:23<00:00,  2.54it/s]
Epoch 0: |          | 7535/? [49:23<00:00,  2.54it/s]
Epoch 0: |          | 7535/? [49:23<00:00,  2.54it/s]
Epoch 0: |          | 7536/? [49:23<00:00,  2.54it/s]
Epoch 0: |          | 7536/? [49:23<00:00,  2.54it/s]
Epoch 0: |          | 7537/? [49:23<00:00,  2.54it/s]
Epoch 0: |          | 7537/? [49:23<00:00,  2.54it/s]
Epoch 0: |          | 7538/? [49:24<00:00,  2.54it/s]
Epoch 0: |          | 7538/? [49:24<00:00,  2.54it/s]
Epoch 0: |          | 7539/? [49:24<00:00,  2.54it/s]
Epoch 0: |          | 7539/? [49:24<00:00,  2.54it/s]
Epoch 0: |          | 7540/? [49:24<00:00,  2.54it/s]
Epoch 0: |          | 7540/? [49:24<00:00,  2.54it/s]
Epoch 0: |          | 7541/? [49:24<00:00,  2.54it/s]
Epoch 0: |          | 7541/? [49:24<00:00,  2.54it/s]
Epoch 0: |          | 7542/? [49:25<00:00,  2.54it/s]
Epoch 0: |          | 7542/? [49:25<00:00,  2.54it/s]
Epoch 0: |          | 7543/? [49:25<00:00,  2.54it/s]
Epoch 0: |          | 7543/? [49:25<00:00,  2.54it/s]
Epoch 0: |          | 7544/? [49:25<00:00,  2.54it/s]
Epoch 0: |          | 7544/? [49:25<00:00,  2.54it/s]
Epoch 0: |          | 7545/? [49:26<00:00,  2.54it/s]
Epoch 0: |          | 7545/? [49:26<00:00,  2.54it/s]
Epoch 0: |          | 7546/? [49:26<00:00,  2.54it/s]
Epoch 0: |          | 7546/? [49:26<00:00,  2.54it/s]
Epoch 0: |          | 7547/? [49:26<00:00,  2.54it/s]
Epoch 0: |          | 7547/? [49:26<00:00,  2.54it/s]
Epoch 0: |          | 7548/? [49:26<00:00,  2.54it/s]
Epoch 0: |          | 7548/? [49:26<00:00,  2.54it/s]
Epoch 0: |          | 7549/? [49:27<00:00,  2.54it/s]
Epoch 0: |          | 7549/? [49:27<00:00,  2.54it/s]
Epoch 0: |          | 7550/? [49:27<00:00,  2.54it/s]
Epoch 0: |          | 7550/? [49:27<00:00,  2.54it/s]
Epoch 0: |          | 7551/? [49:27<00:00,  2.54it/s]
Epoch 0: |          | 7551/? [49:27<00:00,  2.54it/s]
Epoch 0: |          | 7552/? [49:28<00:00,  2.54it/s]
Epoch 0: |          | 7552/? [49:28<00:00,  2.54it/s]
Epoch 0: |          | 7553/? [49:28<00:00,  2.54it/s]
Epoch 0: |          | 7553/? [49:28<00:00,  2.54it/s]
Epoch 0: |          | 7554/? [49:28<00:00,  2.54it/s]
Epoch 0: |          | 7554/? [49:28<00:00,  2.54it/s]
Epoch 0: |          | 7555/? [49:28<00:00,  2.54it/s]
Epoch 0: |          | 7555/? [49:28<00:00,  2.54it/s]
Epoch 0: |          | 7556/? [49:29<00:00,  2.54it/s]
Epoch 0: |          | 7556/? [49:29<00:00,  2.54it/s]
Epoch 0: |          | 7557/? [49:29<00:00,  2.54it/s]
Epoch 0: |          | 7557/? [49:29<00:00,  2.54it/s]
Epoch 0: |          | 7558/? [49:29<00:00,  2.55it/s]
Epoch 0: |          | 7558/? [49:29<00:00,  2.55it/s]
Epoch 0: |          | 7559/? [49:29<00:00,  2.55it/s]
Epoch 0: |          | 7559/? [49:29<00:00,  2.55it/s]
Epoch 0: |          | 7560/? [49:30<00:00,  2.55it/s]
Epoch 0: |          | 7560/? [49:30<00:00,  2.55it/s]
Epoch 0: |          | 7561/? [49:30<00:00,  2.55it/s]
Epoch 0: |          | 7561/? [49:30<00:00,  2.55it/s]
Epoch 0: |          | 7562/? [49:30<00:00,  2.55it/s]
Epoch 0: |          | 7562/? [49:30<00:00,  2.55it/s]
Epoch 0: |          | 7563/? [49:31<00:00,  2.55it/s]
Epoch 0: |          | 7563/? [49:31<00:00,  2.55it/s]
Epoch 0: |          | 7564/? [49:31<00:00,  2.55it/s]
Epoch 0: |          | 7564/? [49:31<00:00,  2.55it/s]
Epoch 0: |          | 7565/? [49:31<00:00,  2.55it/s]
Epoch 0: |          | 7565/? [49:31<00:00,  2.55it/s]
Epoch 0: |          | 7566/? [49:31<00:00,  2.55it/s]
Epoch 0: |          | 7566/? [49:31<00:00,  2.55it/s]
Epoch 0: |          | 7567/? [49:32<00:00,  2.55it/s]
Epoch 0: |          | 7567/? [49:32<00:00,  2.55it/s]
Epoch 0: |          | 7568/? [49:32<00:00,  2.55it/s]
Epoch 0: |          | 7568/? [49:32<00:00,  2.55it/s]
Epoch 0: |          | 7569/? [49:32<00:00,  2.55it/s]
Epoch 0: |          | 7569/? [49:32<00:00,  2.55it/s]
Epoch 0: |          | 7570/? [49:32<00:00,  2.55it/s]
Epoch 0: |          | 7570/? [49:32<00:00,  2.55it/s]
Epoch 0: |          | 7571/? [49:33<00:00,  2.55it/s]
Epoch 0: |          | 7571/? [49:33<00:00,  2.55it/s]
Epoch 0: |          | 7572/? [49:33<00:00,  2.55it/s]
Epoch 0: |          | 7572/? [49:33<00:00,  2.55it/s]
Epoch 0: |          | 7573/? [49:33<00:00,  2.55it/s]
Epoch 0: |          | 7573/? [49:33<00:00,  2.55it/s]
Epoch 0: |          | 7574/? [49:34<00:00,  2.55it/s]
Epoch 0: |          | 7574/? [49:34<00:00,  2.55it/s]
Epoch 0: |          | 7575/? [49:34<00:00,  2.55it/s]
Epoch 0: |          | 7575/? [49:34<00:00,  2.55it/s]
Epoch 0: |          | 7576/? [49:34<00:00,  2.55it/s]
Epoch 0: |          | 7576/? [49:34<00:00,  2.55it/s]
Epoch 0: |          | 7577/? [49:34<00:00,  2.55it/s]
Epoch 0: |          | 7577/? [49:34<00:00,  2.55it/s]
Epoch 0: |          | 7578/? [49:35<00:00,  2.55it/s]
Epoch 0: |          | 7578/? [49:35<00:00,  2.55it/s]
Epoch 0: |          | 7579/? [49:35<00:00,  2.55it/s]
Epoch 0: |          | 7579/? [49:35<00:00,  2.55it/s]
Epoch 0: |          | 7580/? [49:35<00:00,  2.55it/s]
Epoch 0: |          | 7580/? [49:35<00:00,  2.55it/s]
Epoch 0: |          | 7581/? [49:36<00:00,  2.55it/s]
Epoch 0: |          | 7581/? [49:36<00:00,  2.55it/s]
Epoch 0: |          | 7582/? [49:36<00:00,  2.55it/s]
Epoch 0: |          | 7582/? [49:36<00:00,  2.55it/s]
Epoch 0: |          | 7583/? [49:36<00:00,  2.55it/s]
Epoch 0: |          | 7583/? [49:36<00:00,  2.55it/s]
Epoch 0: |          | 7584/? [49:36<00:00,  2.55it/s]
Epoch 0: |          | 7584/? [49:36<00:00,  2.55it/s]
Epoch 0: |          | 7585/? [49:37<00:00,  2.55it/s]
Epoch 0: |          | 7585/? [49:37<00:00,  2.55it/s]
Epoch 0: |          | 7586/? [49:37<00:00,  2.55it/s]
Epoch 0: |          | 7586/? [49:37<00:00,  2.55it/s]
Epoch 0: |          | 7587/? [49:37<00:00,  2.55it/s]
Epoch 0: |          | 7587/? [49:37<00:00,  2.55it/s]
Epoch 0: |          | 7588/? [49:37<00:00,  2.55it/s]
Epoch 0: |          | 7588/? [49:37<00:00,  2.55it/s]
Epoch 0: |          | 7589/? [49:38<00:00,  2.55it/s]
Epoch 0: |          | 7589/? [49:38<00:00,  2.55it/s]
Epoch 0: |          | 7590/? [49:38<00:00,  2.55it/s]
Epoch 0: |          | 7590/? [49:38<00:00,  2.55it/s]
Epoch 0: |          | 7591/? [49:38<00:00,  2.55it/s]
Epoch 0: |          | 7591/? [49:38<00:00,  2.55it/s]
Epoch 0: |          | 7592/? [49:39<00:00,  2.55it/s]
Epoch 0: |          | 7592/? [49:39<00:00,  2.55it/s]
Epoch 0: |          | 7593/? [49:39<00:00,  2.55it/s]
Epoch 0: |          | 7593/? [49:39<00:00,  2.55it/s]
Epoch 0: |          | 7594/? [49:39<00:00,  2.55it/s]
Epoch 0: |          | 7594/? [49:39<00:00,  2.55it/s]
Epoch 0: |          | 7595/? [49:39<00:00,  2.55it/s]
Epoch 0: |          | 7595/? [49:39<00:00,  2.55it/s]
Epoch 0: |          | 7596/? [49:40<00:00,  2.55it/s]
Epoch 0: |          | 7596/? [49:40<00:00,  2.55it/s]
Epoch 0: |          | 7597/? [49:40<00:00,  2.55it/s]
Epoch 0: |          | 7597/? [49:40<00:00,  2.55it/s]
Epoch 0: |          | 7598/? [49:40<00:00,  2.55it/s]
Epoch 0: |          | 7598/? [49:40<00:00,  2.55it/s]
Epoch 0: |          | 7599/? [49:41<00:00,  2.55it/s]
Epoch 0: |          | 7599/? [49:41<00:00,  2.55it/s]
Epoch 0: |          | 7600/? [49:41<00:00,  2.55it/s]
Epoch 0: |          | 7600/? [49:41<00:00,  2.55it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.43it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.00it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.79it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.11it/s]

Epoch 0: |          | 7600/? [49:41<00:00,  2.55it/s]
Epoch 0: |          | 7601/? [49:41<00:00,  2.55it/s]
Epoch 0: |          | 7601/? [49:41<00:00,  2.55it/s]
Epoch 0: |          | 7602/? [49:42<00:00,  2.55it/s]
Epoch 0: |          | 7602/? [49:42<00:00,  2.55it/s]
Epoch 0: |          | 7603/? [49:42<00:00,  2.55it/s]
Epoch 0: |          | 7603/? [49:42<00:00,  2.55it/s]
Epoch 0: |          | 7604/? [49:42<00:00,  2.55it/s]
Epoch 0: |          | 7604/? [49:42<00:00,  2.55it/s]
Epoch 0: |          | 7605/? [49:43<00:00,  2.55it/s]
Epoch 0: |          | 7605/? [49:43<00:00,  2.55it/s]
Epoch 0: |          | 7606/? [49:43<00:00,  2.55it/s]
Epoch 0: |          | 7606/? [49:43<00:00,  2.55it/s]
Epoch 0: |          | 7607/? [49:43<00:00,  2.55it/s]
Epoch 0: |          | 7607/? [49:43<00:00,  2.55it/s]
Epoch 0: |          | 7608/? [49:43<00:00,  2.55it/s]
Epoch 0: |          | 7608/? [49:43<00:00,  2.55it/s]
Epoch 0: |          | 7609/? [49:44<00:00,  2.55it/s]
Epoch 0: |          | 7609/? [49:44<00:00,  2.55it/s]
Epoch 0: |          | 7610/? [49:44<00:00,  2.55it/s]
Epoch 0: |          | 7610/? [49:44<00:00,  2.55it/s]
Epoch 0: |          | 7611/? [49:44<00:00,  2.55it/s]
Epoch 0: |          | 7611/? [49:44<00:00,  2.55it/s]
Epoch 0: |          | 7612/? [49:44<00:00,  2.55it/s]
Epoch 0: |          | 7612/? [49:44<00:00,  2.55it/s]
Epoch 0: |          | 7613/? [49:45<00:00,  2.55it/s]
Epoch 0: |          | 7613/? [49:45<00:00,  2.55it/s]
Epoch 0: |          | 7614/? [49:45<00:00,  2.55it/s]
Epoch 0: |          | 7614/? [49:45<00:00,  2.55it/s]
Epoch 0: |          | 7615/? [49:45<00:00,  2.55it/s]
Epoch 0: |          | 7615/? [49:45<00:00,  2.55it/s]
Epoch 0: |          | 7616/? [49:46<00:00,  2.55it/s]
Epoch 0: |          | 7616/? [49:46<00:00,  2.55it/s]
Epoch 0: |          | 7617/? [49:46<00:00,  2.55it/s]
Epoch 0: |          | 7617/? [49:46<00:00,  2.55it/s]
Epoch 0: |          | 7618/? [49:46<00:00,  2.55it/s]
Epoch 0: |          | 7618/? [49:46<00:00,  2.55it/s]
Epoch 0: |          | 7619/? [49:46<00:00,  2.55it/s]
Epoch 0: |          | 7619/? [49:46<00:00,  2.55it/s]
Epoch 0: |          | 7620/? [49:47<00:00,  2.55it/s]
Epoch 0: |          | 7620/? [49:47<00:00,  2.55it/s]
Epoch 0: |          | 7621/? [49:47<00:00,  2.55it/s]
Epoch 0: |          | 7621/? [49:47<00:00,  2.55it/s]
Epoch 0: |          | 7622/? [49:47<00:00,  2.55it/s]
Epoch 0: |          | 7622/? [49:47<00:00,  2.55it/s]
Epoch 0: |          | 7623/? [49:47<00:00,  2.55it/s]
Epoch 0: |          | 7623/? [49:47<00:00,  2.55it/s]
Epoch 0: |          | 7624/? [49:48<00:00,  2.55it/s]
Epoch 0: |          | 7624/? [49:48<00:00,  2.55it/s]
Epoch 0: |          | 7625/? [49:48<00:00,  2.55it/s]
Epoch 0: |          | 7625/? [49:48<00:00,  2.55it/s]
Epoch 0: |          | 7626/? [49:48<00:00,  2.55it/s]
Epoch 0: |          | 7626/? [49:48<00:00,  2.55it/s]
Epoch 0: |          | 7627/? [49:49<00:00,  2.55it/s]
Epoch 0: |          | 7627/? [49:49<00:00,  2.55it/s]
Epoch 0: |          | 7628/? [49:49<00:00,  2.55it/s]
Epoch 0: |          | 7628/? [49:49<00:00,  2.55it/s]
Epoch 0: |          | 7629/? [49:49<00:00,  2.55it/s]
Epoch 0: |          | 7629/? [49:49<00:00,  2.55it/s]
Epoch 0: |          | 7630/? [49:49<00:00,  2.55it/s]
Epoch 0: |          | 7630/? [49:49<00:00,  2.55it/s]
Epoch 0: |          | 7631/? [49:50<00:00,  2.55it/s]
Epoch 0: |          | 7631/? [49:50<00:00,  2.55it/s]
Epoch 0: |          | 7632/? [49:50<00:00,  2.55it/s]
Epoch 0: |          | 7632/? [49:50<00:00,  2.55it/s]
Epoch 0: |          | 7633/? [49:50<00:00,  2.55it/s]
Epoch 0: |          | 7633/? [49:50<00:00,  2.55it/s]
Epoch 0: |          | 7634/? [49:51<00:00,  2.55it/s]
Epoch 0: |          | 7634/? [49:51<00:00,  2.55it/s]
Epoch 0: |          | 7635/? [49:51<00:00,  2.55it/s]
Epoch 0: |          | 7635/? [49:51<00:00,  2.55it/s]
Epoch 0: |          | 7636/? [49:51<00:00,  2.55it/s]
Epoch 0: |          | 7636/? [49:51<00:00,  2.55it/s]
Epoch 0: |          | 7637/? [49:51<00:00,  2.55it/s]
Epoch 0: |          | 7637/? [49:51<00:00,  2.55it/s]
Epoch 0: |          | 7638/? [49:52<00:00,  2.55it/s]
Epoch 0: |          | 7638/? [49:52<00:00,  2.55it/s]
Epoch 0: |          | 7639/? [49:52<00:00,  2.55it/s]
Epoch 0: |          | 7639/? [49:52<00:00,  2.55it/s]
Epoch 0: |          | 7640/? [49:52<00:00,  2.55it/s]
Epoch 0: |          | 7640/? [49:52<00:00,  2.55it/s]
Epoch 0: |          | 7641/? [49:52<00:00,  2.55it/s]
Epoch 0: |          | 7641/? [49:52<00:00,  2.55it/s]
Epoch 0: |          | 7642/? [49:53<00:00,  2.55it/s]
Epoch 0: |          | 7642/? [49:53<00:00,  2.55it/s]
Epoch 0: |          | 7643/? [49:53<00:00,  2.55it/s]
Epoch 0: |          | 7643/? [49:53<00:00,  2.55it/s]
Epoch 0: |          | 7644/? [49:53<00:00,  2.55it/s]
Epoch 0: |          | 7644/? [49:53<00:00,  2.55it/s]
Epoch 0: |          | 7645/? [49:54<00:00,  2.55it/s]
Epoch 0: |          | 7645/? [49:54<00:00,  2.55it/s]
Epoch 0: |          | 7646/? [49:54<00:00,  2.55it/s]
Epoch 0: |          | 7646/? [49:54<00:00,  2.55it/s]
Epoch 0: |          | 7647/? [49:54<00:00,  2.55it/s]
Epoch 0: |          | 7647/? [49:54<00:00,  2.55it/s]
Epoch 0: |          | 7648/? [49:54<00:00,  2.55it/s]
Epoch 0: |          | 7648/? [49:54<00:00,  2.55it/s]
Epoch 0: |          | 7649/? [49:55<00:00,  2.55it/s]
Epoch 0: |          | 7649/? [49:55<00:00,  2.55it/s]
Epoch 0: |          | 7650/? [49:55<00:00,  2.55it/s]
Epoch 0: |          | 7650/? [49:55<00:00,  2.55it/s]
Epoch 0: |          | 7651/? [49:55<00:00,  2.55it/s]
Epoch 0: |          | 7651/? [49:55<00:00,  2.55it/s]
Epoch 0: |          | 7652/? [49:56<00:00,  2.55it/s]
Epoch 0: |          | 7652/? [49:56<00:00,  2.55it/s]
Epoch 0: |          | 7653/? [49:56<00:00,  2.55it/s]
Epoch 0: |          | 7653/? [49:56<00:00,  2.55it/s]
Epoch 0: |          | 7654/? [49:56<00:00,  2.55it/s]
Epoch 0: |          | 7654/? [49:56<00:00,  2.55it/s]
Epoch 0: |          | 7655/? [49:56<00:00,  2.55it/s]
Epoch 0: |          | 7655/? [49:56<00:00,  2.55it/s]
Epoch 0: |          | 7656/? [49:57<00:00,  2.55it/s]
Epoch 0: |          | 7656/? [49:57<00:00,  2.55it/s]
Epoch 0: |          | 7657/? [49:57<00:00,  2.55it/s]
Epoch 0: |          | 7657/? [49:57<00:00,  2.55it/s]
Epoch 0: |          | 7658/? [49:57<00:00,  2.55it/s]
Epoch 0: |          | 7658/? [49:57<00:00,  2.55it/s]
Epoch 0: |          | 7659/? [49:58<00:00,  2.55it/s]
Epoch 0: |          | 7659/? [49:58<00:00,  2.55it/s]
Epoch 0: |          | 7660/? [49:58<00:00,  2.55it/s]
Epoch 0: |          | 7660/? [49:58<00:00,  2.55it/s]
Epoch 0: |          | 7661/? [49:58<00:00,  2.55it/s]
Epoch 0: |          | 7661/? [49:58<00:00,  2.55it/s]
Epoch 0: |          | 7662/? [49:58<00:00,  2.55it/s]
Epoch 0: |          | 7662/? [49:58<00:00,  2.55it/s]
Epoch 0: |          | 7663/? [49:59<00:00,  2.56it/s]
Epoch 0: |          | 7663/? [49:59<00:00,  2.56it/s]
Epoch 0: |          | 7664/? [49:59<00:00,  2.56it/s]
Epoch 0: |          | 7664/? [49:59<00:00,  2.56it/s]
Epoch 0: |          | 7665/? [49:59<00:00,  2.56it/s]
Epoch 0: |          | 7665/? [49:59<00:00,  2.56it/s]
Epoch 0: |          | 7666/? [49:59<00:00,  2.56it/s]
Epoch 0: |          | 7666/? [49:59<00:00,  2.56it/s]
Epoch 0: |          | 7667/? [50:00<00:00,  2.56it/s]
Epoch 0: |          | 7667/? [50:00<00:00,  2.56it/s]
Epoch 0: |          | 7668/? [50:00<00:00,  2.56it/s]
Epoch 0: |          | 7668/? [50:00<00:00,  2.56it/s]
Epoch 0: |          | 7669/? [50:00<00:00,  2.56it/s]
Epoch 0: |          | 7669/? [50:00<00:00,  2.56it/s]
Epoch 0: |          | 7670/? [50:01<00:00,  2.56it/s]
Epoch 0: |          | 7670/? [50:01<00:00,  2.56it/s]
Epoch 0: |          | 7671/? [50:01<00:00,  2.56it/s]
Epoch 0: |          | 7671/? [50:01<00:00,  2.56it/s]
Epoch 0: |          | 7672/? [50:01<00:00,  2.56it/s]
Epoch 0: |          | 7672/? [50:01<00:00,  2.56it/s]
Epoch 0: |          | 7673/? [50:01<00:00,  2.56it/s]
Epoch 0: |          | 7673/? [50:01<00:00,  2.56it/s]
Epoch 0: |          | 7674/? [50:02<00:00,  2.56it/s]
Epoch 0: |          | 7674/? [50:02<00:00,  2.56it/s]
Epoch 0: |          | 7675/? [50:02<00:00,  2.56it/s]
Epoch 0: |          | 7675/? [50:02<00:00,  2.56it/s]
Epoch 0: |          | 7676/? [50:02<00:00,  2.56it/s]
Epoch 0: |          | 7676/? [50:02<00:00,  2.56it/s]
Epoch 0: |          | 7677/? [50:02<00:00,  2.56it/s]
Epoch 0: |          | 7677/? [50:02<00:00,  2.56it/s]
Epoch 0: |          | 7678/? [50:03<00:00,  2.56it/s]
Epoch 0: |          | 7678/? [50:03<00:00,  2.56it/s]
Epoch 0: |          | 7679/? [50:03<00:00,  2.56it/s]
Epoch 0: |          | 7679/? [50:03<00:00,  2.56it/s]
Epoch 0: |          | 7680/? [50:03<00:00,  2.56it/s]
Epoch 0: |          | 7680/? [50:03<00:00,  2.56it/s]
Epoch 0: |          | 7681/? [50:04<00:00,  2.56it/s]
Epoch 0: |          | 7681/? [50:04<00:00,  2.56it/s]
Epoch 0: |          | 7682/? [50:04<00:00,  2.56it/s]
Epoch 0: |          | 7682/? [50:04<00:00,  2.56it/s]
Epoch 0: |          | 7683/? [50:04<00:00,  2.56it/s]
Epoch 0: |          | 7683/? [50:04<00:00,  2.56it/s]
Epoch 0: |          | 7684/? [50:04<00:00,  2.56it/s]
Epoch 0: |          | 7684/? [50:04<00:00,  2.56it/s]
Epoch 0: |          | 7685/? [50:05<00:00,  2.56it/s]
Epoch 0: |          | 7685/? [50:05<00:00,  2.56it/s]
Epoch 0: |          | 7686/? [50:05<00:00,  2.56it/s]
Epoch 0: |          | 7686/? [50:05<00:00,  2.56it/s]
Epoch 0: |          | 7687/? [50:05<00:00,  2.56it/s]
Epoch 0: |          | 7687/? [50:05<00:00,  2.56it/s]
Epoch 0: |          | 7688/? [50:05<00:00,  2.56it/s]
Epoch 0: |          | 7688/? [50:05<00:00,  2.56it/s]
Epoch 0: |          | 7689/? [50:06<00:00,  2.56it/s]
Epoch 0: |          | 7689/? [50:06<00:00,  2.56it/s]
Epoch 0: |          | 7690/? [50:06<00:00,  2.56it/s]
Epoch 0: |          | 7690/? [50:06<00:00,  2.56it/s]
Epoch 0: |          | 7691/? [50:06<00:00,  2.56it/s]
Epoch 0: |          | 7691/? [50:06<00:00,  2.56it/s]
Epoch 0: |          | 7692/? [50:07<00:00,  2.56it/s]
Epoch 0: |          | 7692/? [50:07<00:00,  2.56it/s]
Epoch 0: |          | 7693/? [50:07<00:00,  2.56it/s]
Epoch 0: |          | 7693/? [50:07<00:00,  2.56it/s]
Epoch 0: |          | 7694/? [50:07<00:00,  2.56it/s]
Epoch 0: |          | 7694/? [50:07<00:00,  2.56it/s]
Epoch 0: |          | 7695/? [50:07<00:00,  2.56it/s]
Epoch 0: |          | 7695/? [50:07<00:00,  2.56it/s]
Epoch 0: |          | 7696/? [50:08<00:00,  2.56it/s]
Epoch 0: |          | 7696/? [50:08<00:00,  2.56it/s]
Epoch 0: |          | 7697/? [50:08<00:00,  2.56it/s]
Epoch 0: |          | 7697/? [50:08<00:00,  2.56it/s]
Epoch 0: |          | 7698/? [50:08<00:00,  2.56it/s]
Epoch 0: |          | 7698/? [50:08<00:00,  2.56it/s]
Epoch 0: |          | 7699/? [50:08<00:00,  2.56it/s]
Epoch 0: |          | 7699/? [50:08<00:00,  2.56it/s]
Epoch 0: |          | 7700/? [50:09<00:00,  2.56it/s]
Epoch 0: |          | 7700/? [50:09<00:00,  2.56it/s]
Epoch 0: |          | 7701/? [50:09<00:00,  2.56it/s]
Epoch 0: |          | 7701/? [50:09<00:00,  2.56it/s]
Epoch 0: |          | 7702/? [50:09<00:00,  2.56it/s]
Epoch 0: |          | 7702/? [50:09<00:00,  2.56it/s]
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Epoch 0: |          | 7707/? [50:11<00:00,  2.56it/s]
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Epoch 0: |          | 7709/? [50:11<00:00,  2.56it/s]
Epoch 0: |          | 7709/? [50:11<00:00,  2.56it/s]
Epoch 0: |          | 7710/? [50:12<00:00,  2.56it/s]
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Epoch 0: |          | 7711/? [50:12<00:00,  2.56it/s]
Epoch 0: |          | 7711/? [50:12<00:00,  2.56it/s]
Epoch 0: |          | 7712/? [50:12<00:00,  2.56it/s]
Epoch 0: |          | 7712/? [50:12<00:00,  2.56it/s]
Epoch 0: |          | 7713/? [50:12<00:00,  2.56it/s]
Epoch 0: |          | 7713/? [50:12<00:00,  2.56it/s]
Epoch 0: |          | 7714/? [50:13<00:00,  2.56it/s]
Epoch 0: |          | 7714/? [50:13<00:00,  2.56it/s]
Epoch 0: |          | 7715/? [50:13<00:00,  2.56it/s]
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Epoch 0: |          | 7716/? [50:13<00:00,  2.56it/s]
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Epoch 0: |          | 7717/? [50:13<00:00,  2.56it/s]
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Epoch 0: |          | 7718/? [50:14<00:00,  2.56it/s]
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Epoch 0: |          | 7719/? [50:14<00:00,  2.56it/s]
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Epoch 0: |          | 7720/? [50:14<00:00,  2.56it/s]
Epoch 0: |          | 7720/? [50:14<00:00,  2.56it/s]
Epoch 0: |          | 7721/? [50:15<00:00,  2.56it/s]
Epoch 0: |          | 7721/? [50:15<00:00,  2.56it/s]
Epoch 0: |          | 7722/? [50:15<00:00,  2.56it/s]
Epoch 0: |          | 7722/? [50:15<00:00,  2.56it/s]
Epoch 0: |          | 7723/? [50:15<00:00,  2.56it/s]
Epoch 0: |          | 7723/? [50:15<00:00,  2.56it/s]
Epoch 0: |          | 7724/? [50:15<00:00,  2.56it/s]
Epoch 0: |          | 7724/? [50:15<00:00,  2.56it/s]
Epoch 0: |          | 7725/? [50:16<00:00,  2.56it/s]
Epoch 0: |          | 7725/? [50:16<00:00,  2.56it/s]
Epoch 0: |          | 7726/? [50:16<00:00,  2.56it/s]
Epoch 0: |          | 7726/? [50:16<00:00,  2.56it/s]
Epoch 0: |          | 7727/? [50:16<00:00,  2.56it/s]
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Epoch 0: |          | 7728/? [50:16<00:00,  2.56it/s]
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Epoch 0: |          | 7729/? [50:17<00:00,  2.56it/s]
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Epoch 0: |          | 7730/? [50:17<00:00,  2.56it/s]
Epoch 0: |          | 7730/? [50:17<00:00,  2.56it/s]
Epoch 0: |          | 7731/? [50:17<00:00,  2.56it/s]
Epoch 0: |          | 7731/? [50:17<00:00,  2.56it/s]
Epoch 0: |          | 7732/? [50:18<00:00,  2.56it/s]
Epoch 0: |          | 7732/? [50:18<00:00,  2.56it/s]
Epoch 0: |          | 7733/? [50:18<00:00,  2.56it/s]
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Epoch 0: |          | 7734/? [50:18<00:00,  2.56it/s]
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Epoch 0: |          | 7735/? [50:18<00:00,  2.56it/s]
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Epoch 0: |          | 7736/? [50:19<00:00,  2.56it/s]
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Epoch 0: |          | 7737/? [50:19<00:00,  2.56it/s]
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Epoch 0: |          | 7738/? [50:19<00:00,  2.56it/s]
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Epoch 0: |          | 7739/? [50:20<00:00,  2.56it/s]
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Epoch 0: |          | 7740/? [50:20<00:00,  2.56it/s]
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Epoch 0: |          | 7741/? [50:20<00:00,  2.56it/s]
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Epoch 0: |          | 7743/? [50:21<00:00,  2.56it/s]
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Epoch 0: |          | 7747/? [50:22<00:00,  2.56it/s]
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Epoch 0: |          | 7750/? [50:23<00:00,  2.56it/s]
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Epoch 0: |          | 7751/? [50:23<00:00,  2.56it/s]
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Epoch 0: |          | 7752/? [50:23<00:00,  2.56it/s]
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Epoch 0: |          | 7753/? [50:23<00:00,  2.56it/s]
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Epoch 0: |          | 7754/? [50:24<00:00,  2.56it/s]
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Epoch 0: |          | 7756/? [50:24<00:00,  2.56it/s]
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Epoch 0: |          | 7757/? [50:24<00:00,  2.56it/s]
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Epoch 0: |          | 7758/? [50:25<00:00,  2.56it/s]
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Epoch 0: |          | 7759/? [50:25<00:00,  2.56it/s]
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Epoch 0: |          | 7760/? [50:25<00:00,  2.56it/s]
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Epoch 0: |          | 7761/? [50:26<00:00,  2.56it/s]
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Epoch 0: |          | 7762/? [50:26<00:00,  2.56it/s]
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Epoch 0: |          | 7763/? [50:26<00:00,  2.56it/s]
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Epoch 0: |          | 7764/? [50:26<00:00,  2.57it/s]
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Epoch 0: |          | 7765/? [50:27<00:00,  2.57it/s]
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Epoch 0: |          | 7766/? [50:27<00:00,  2.57it/s]
Epoch 0: |          | 7766/? [50:27<00:00,  2.57it/s]
Epoch 0: |          | 7767/? [50:27<00:00,  2.57it/s]
Epoch 0: |          | 7767/? [50:27<00:00,  2.57it/s]
Epoch 0: |          | 7768/? [50:27<00:00,  2.57it/s]
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Epoch 0: |          | 7769/? [50:28<00:00,  2.57it/s]
Epoch 0: |          | 7769/? [50:28<00:00,  2.57it/s]
Epoch 0: |          | 7770/? [50:28<00:00,  2.57it/s]
Epoch 0: |          | 7770/? [50:28<00:00,  2.57it/s]
Epoch 0: |          | 7771/? [50:28<00:00,  2.57it/s]
Epoch 0: |          | 7771/? [50:28<00:00,  2.57it/s]
Epoch 0: |          | 7772/? [50:29<00:00,  2.57it/s]
Epoch 0: |          | 7772/? [50:29<00:00,  2.57it/s]
Epoch 0: |          | 7773/? [50:29<00:00,  2.57it/s]
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Epoch 0: |          | 7774/? [50:29<00:00,  2.57it/s]
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Epoch 0: |          | 7775/? [50:29<00:00,  2.57it/s]
Epoch 0: |          | 7775/? [50:29<00:00,  2.57it/s]
Epoch 0: |          | 7776/? [50:30<00:00,  2.57it/s]
Epoch 0: |          | 7776/? [50:30<00:00,  2.57it/s]
Epoch 0: |          | 7777/? [50:30<00:00,  2.57it/s]
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Epoch 0: |          | 7778/? [50:30<00:00,  2.57it/s]
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Epoch 0: |          | 7779/? [50:30<00:00,  2.57it/s]
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Epoch 0: |          | 7780/? [50:31<00:00,  2.57it/s]
Epoch 0: |          | 7780/? [50:31<00:00,  2.57it/s]
Epoch 0: |          | 7781/? [50:31<00:00,  2.57it/s]
Epoch 0: |          | 7781/? [50:31<00:00,  2.57it/s]
Epoch 0: |          | 7782/? [50:31<00:00,  2.57it/s]
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Epoch 0: |          | 7783/? [50:32<00:00,  2.57it/s]
Epoch 0: |          | 7783/? [50:32<00:00,  2.57it/s]
Epoch 0: |          | 7784/? [50:32<00:00,  2.57it/s]
Epoch 0: |          | 7784/? [50:32<00:00,  2.57it/s]
Epoch 0: |          | 7785/? [50:32<00:00,  2.57it/s]
Epoch 0: |          | 7785/? [50:32<00:00,  2.57it/s]
Epoch 0: |          | 7786/? [50:32<00:00,  2.57it/s]
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Epoch 0: |          | 7787/? [50:33<00:00,  2.57it/s]
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Epoch 0: |          | 7788/? [50:33<00:00,  2.57it/s]
Epoch 0: |          | 7788/? [50:33<00:00,  2.57it/s]
Epoch 0: |          | 7789/? [50:33<00:00,  2.57it/s]
Epoch 0: |          | 7789/? [50:33<00:00,  2.57it/s]
Epoch 0: |          | 7790/? [50:33<00:00,  2.57it/s]
Epoch 0: |          | 7790/? [50:33<00:00,  2.57it/s]
Epoch 0: |          | 7791/? [50:34<00:00,  2.57it/s]
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Epoch 0: |          | 7792/? [50:34<00:00,  2.57it/s]
Epoch 0: |          | 7792/? [50:34<00:00,  2.57it/s]
Epoch 0: |          | 7793/? [50:34<00:00,  2.57it/s]
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Epoch 0: |          | 7794/? [50:35<00:00,  2.57it/s]
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Epoch 0: |          | 7795/? [50:35<00:00,  2.57it/s]
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Epoch 0: |          | 7796/? [50:35<00:00,  2.57it/s]
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Epoch 0: |          | 7797/? [50:35<00:00,  2.57it/s]
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Epoch 0: |          | 7798/? [50:36<00:00,  2.57it/s]
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Epoch 0: |          | 7799/? [50:36<00:00,  2.57it/s]
Epoch 0: |          | 7799/? [50:36<00:00,  2.57it/s]
Epoch 0: |          | 7800/? [50:36<00:00,  2.57it/s]
Epoch 0: |          | 7800/? [50:36<00:00,  2.57it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.11it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.45it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.11it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.98it/s]

Epoch 0: |          | 7800/? [50:36<00:00,  2.57it/s]
Epoch 0: |          | 7801/? [50:37<00:00,  2.57it/s]
Epoch 0: |          | 7801/? [50:37<00:00,  2.57it/s]
Epoch 0: |          | 7802/? [50:37<00:00,  2.57it/s]
Epoch 0: |          | 7802/? [50:37<00:00,  2.57it/s]
Epoch 0: |          | 7803/? [50:37<00:00,  2.57it/s]
Epoch 0: |          | 7803/? [50:37<00:00,  2.57it/s]
Epoch 0: |          | 7804/? [50:38<00:00,  2.57it/s]
Epoch 0: |          | 7804/? [50:38<00:00,  2.57it/s]
Epoch 0: |          | 7805/? [50:38<00:00,  2.57it/s]
Epoch 0: |          | 7805/? [50:38<00:00,  2.57it/s]
Epoch 0: |          | 7806/? [50:38<00:00,  2.57it/s]
Epoch 0: |          | 7806/? [50:38<00:00,  2.57it/s]
Epoch 0: |          | 7807/? [50:38<00:00,  2.57it/s]
Epoch 0: |          | 7807/? [50:38<00:00,  2.57it/s]
Epoch 0: |          | 7808/? [50:39<00:00,  2.57it/s]
Epoch 0: |          | 7808/? [50:39<00:00,  2.57it/s]
Epoch 0: |          | 7809/? [50:39<00:00,  2.57it/s]
Epoch 0: |          | 7809/? [50:39<00:00,  2.57it/s]
Epoch 0: |          | 7810/? [50:39<00:00,  2.57it/s]
Epoch 0: |          | 7810/? [50:39<00:00,  2.57it/s]
Epoch 0: |          | 7811/? [50:40<00:00,  2.57it/s]
Epoch 0: |          | 7811/? [50:40<00:00,  2.57it/s]
Epoch 0: |          | 7812/? [50:40<00:00,  2.57it/s]
Epoch 0: |          | 7812/? [50:40<00:00,  2.57it/s]
Epoch 0: |          | 7813/? [50:40<00:00,  2.57it/s]
Epoch 0: |          | 7813/? [50:40<00:00,  2.57it/s]
Epoch 0: |          | 7814/? [50:40<00:00,  2.57it/s]
Epoch 0: |          | 7814/? [50:40<00:00,  2.57it/s]
Epoch 0: |          | 7815/? [50:41<00:00,  2.57it/s]
Epoch 0: |          | 7815/? [50:41<00:00,  2.57it/s]
Epoch 0: |          | 7816/? [50:41<00:00,  2.57it/s]
Epoch 0: |          | 7816/? [50:41<00:00,  2.57it/s]
Epoch 0: |          | 7817/? [50:41<00:00,  2.57it/s]
Epoch 0: |          | 7817/? [50:41<00:00,  2.57it/s]
Epoch 0: |          | 7818/? [50:42<00:00,  2.57it/s]
Epoch 0: |          | 7818/? [50:42<00:00,  2.57it/s]
Epoch 0: |          | 7819/? [50:42<00:00,  2.57it/s]
Epoch 0: |          | 7819/? [50:42<00:00,  2.57it/s]
Epoch 0: |          | 7820/? [50:42<00:00,  2.57it/s]
Epoch 0: |          | 7820/? [50:42<00:00,  2.57it/s]
Epoch 0: |          | 7821/? [50:42<00:00,  2.57it/s]
Epoch 0: |          | 7821/? [50:42<00:00,  2.57it/s]
Epoch 0: |          | 7822/? [50:43<00:00,  2.57it/s]
Epoch 0: |          | 7822/? [50:43<00:00,  2.57it/s]
Epoch 0: |          | 7823/? [50:43<00:00,  2.57it/s]
Epoch 0: |          | 7823/? [50:43<00:00,  2.57it/s]
Epoch 0: |          | 7824/? [50:43<00:00,  2.57it/s]
Epoch 0: |          | 7824/? [50:43<00:00,  2.57it/s]
Epoch 0: |          | 7825/? [50:44<00:00,  2.57it/s]
Epoch 0: |          | 7825/? [50:44<00:00,  2.57it/s]
Epoch 0: |          | 7826/? [50:44<00:00,  2.57it/s]
Epoch 0: |          | 7826/? [50:44<00:00,  2.57it/s]
Epoch 0: |          | 7827/? [50:44<00:00,  2.57it/s]
Epoch 0: |          | 7827/? [50:44<00:00,  2.57it/s]
Epoch 0: |          | 7828/? [50:44<00:00,  2.57it/s]
Epoch 0: |          | 7828/? [50:44<00:00,  2.57it/s]
Epoch 0: |          | 7829/? [50:45<00:00,  2.57it/s]
Epoch 0: |          | 7829/? [50:45<00:00,  2.57it/s]
Epoch 0: |          | 7830/? [50:45<00:00,  2.57it/s]
Epoch 0: |          | 7830/? [50:45<00:00,  2.57it/s]
Epoch 0: |          | 7831/? [50:45<00:00,  2.57it/s]
Epoch 0: |          | 7831/? [50:45<00:00,  2.57it/s]
Epoch 0: |          | 7832/? [50:46<00:00,  2.57it/s]
Epoch 0: |          | 7832/? [50:46<00:00,  2.57it/s]
Epoch 0: |          | 7833/? [50:46<00:00,  2.57it/s]
Epoch 0: |          | 7833/? [50:46<00:00,  2.57it/s]
Epoch 0: |          | 7834/? [50:46<00:00,  2.57it/s]
Epoch 0: |          | 7834/? [50:46<00:00,  2.57it/s]
Epoch 0: |          | 7835/? [50:46<00:00,  2.57it/s]
Epoch 0: |          | 7835/? [50:46<00:00,  2.57it/s]
Epoch 0: |          | 7836/? [50:47<00:00,  2.57it/s]
Epoch 0: |          | 7836/? [50:47<00:00,  2.57it/s]
Epoch 0: |          | 7837/? [50:47<00:00,  2.57it/s]
Epoch 0: |          | 7837/? [50:47<00:00,  2.57it/s]
Epoch 0: |          | 7838/? [50:47<00:00,  2.57it/s]
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Epoch 0: |          | 7887/? [51:01<00:00,  2.58it/s]
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Epoch 0: |          | 7888/? [51:01<00:00,  2.58it/s]
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Epoch 0: |          | 7889/? [51:01<00:00,  2.58it/s]
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Epoch 0: |          | 7900/? [51:04<00:00,  2.58it/s]
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Epoch 0: |          | 7901/? [51:05<00:00,  2.58it/s]
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Epoch 0: |          | 7902/? [51:05<00:00,  2.58it/s]
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Epoch 0: |          | 7903/? [51:05<00:00,  2.58it/s]
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Epoch 0: |          | 7904/? [51:05<00:00,  2.58it/s]
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Epoch 0: |          | 7905/? [51:06<00:00,  2.58it/s]
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Epoch 0: |          | 7906/? [51:06<00:00,  2.58it/s]
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Epoch 0: |          | 7907/? [51:06<00:00,  2.58it/s]
Epoch 0: |          | 7907/? [51:06<00:00,  2.58it/s]
Epoch 0: |          | 7908/? [51:06<00:00,  2.58it/s]
Epoch 0: |          | 7908/? [51:06<00:00,  2.58it/s]
Epoch 0: |          | 7909/? [51:07<00:00,  2.58it/s]
Epoch 0: |          | 7909/? [51:07<00:00,  2.58it/s]
Epoch 0: |          | 7910/? [51:07<00:00,  2.58it/s]
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Epoch 0: |          | 7911/? [51:07<00:00,  2.58it/s]
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Epoch 0: |          | 7912/? [51:08<00:00,  2.58it/s]
Epoch 0: |          | 7912/? [51:08<00:00,  2.58it/s]
Epoch 0: |          | 7913/? [51:08<00:00,  2.58it/s]
Epoch 0: |          | 7913/? [51:08<00:00,  2.58it/s]
Epoch 0: |          | 7914/? [51:08<00:00,  2.58it/s]
Epoch 0: |          | 7914/? [51:08<00:00,  2.58it/s]
Epoch 0: |          | 7915/? [51:08<00:00,  2.58it/s]
Epoch 0: |          | 7915/? [51:08<00:00,  2.58it/s]
Epoch 0: |          | 7916/? [51:09<00:00,  2.58it/s]
Epoch 0: |          | 7916/? [51:09<00:00,  2.58it/s]
Epoch 0: |          | 7917/? [51:09<00:00,  2.58it/s]
Epoch 0: |          | 7917/? [51:09<00:00,  2.58it/s]
Epoch 0: |          | 7918/? [51:09<00:00,  2.58it/s]
Epoch 0: |          | 7918/? [51:09<00:00,  2.58it/s]
Epoch 0: |          | 7919/? [51:10<00:00,  2.58it/s]
Epoch 0: |          | 7919/? [51:10<00:00,  2.58it/s]
Epoch 0: |          | 7920/? [51:10<00:00,  2.58it/s]
Epoch 0: |          | 7920/? [51:10<00:00,  2.58it/s]
Epoch 0: |          | 7921/? [51:10<00:00,  2.58it/s]
Epoch 0: |          | 7921/? [51:10<00:00,  2.58it/s]
Epoch 0: |          | 7922/? [51:10<00:00,  2.58it/s]
Epoch 0: |          | 7922/? [51:10<00:00,  2.58it/s]
Epoch 0: |          | 7923/? [51:11<00:00,  2.58it/s]
Epoch 0: |          | 7923/? [51:11<00:00,  2.58it/s]
Epoch 0: |          | 7924/? [51:11<00:00,  2.58it/s]
Epoch 0: |          | 7924/? [51:11<00:00,  2.58it/s]
Epoch 0: |          | 7925/? [51:11<00:00,  2.58it/s]
Epoch 0: |          | 7925/? [51:11<00:00,  2.58it/s]
Epoch 0: |          | 7926/? [51:11<00:00,  2.58it/s]
Epoch 0: |          | 7926/? [51:11<00:00,  2.58it/s]
Epoch 0: |          | 7927/? [51:12<00:00,  2.58it/s]
Epoch 0: |          | 7927/? [51:12<00:00,  2.58it/s]
Epoch 0: |          | 7928/? [51:12<00:00,  2.58it/s]
Epoch 0: |          | 7928/? [51:12<00:00,  2.58it/s]
Epoch 0: |          | 7929/? [51:12<00:00,  2.58it/s]
Epoch 0: |          | 7929/? [51:12<00:00,  2.58it/s]
Epoch 0: |          | 7930/? [51:13<00:00,  2.58it/s]
Epoch 0: |          | 7930/? [51:13<00:00,  2.58it/s]
Epoch 0: |          | 7931/? [51:13<00:00,  2.58it/s]
Epoch 0: |          | 7931/? [51:13<00:00,  2.58it/s]
Epoch 0: |          | 7932/? [51:13<00:00,  2.58it/s]
Epoch 0: |          | 7932/? [51:13<00:00,  2.58it/s]
Epoch 0: |          | 7933/? [51:13<00:00,  2.58it/s]
Epoch 0: |          | 7933/? [51:13<00:00,  2.58it/s]
Epoch 0: |          | 7934/? [51:14<00:00,  2.58it/s]
Epoch 0: |          | 7934/? [51:14<00:00,  2.58it/s]
Epoch 0: |          | 7935/? [51:14<00:00,  2.58it/s]
Epoch 0: |          | 7935/? [51:14<00:00,  2.58it/s]
Epoch 0: |          | 7936/? [51:14<00:00,  2.58it/s]
Epoch 0: |          | 7936/? [51:14<00:00,  2.58it/s]
Epoch 0: |          | 7937/? [51:14<00:00,  2.58it/s]
Epoch 0: |          | 7937/? [51:14<00:00,  2.58it/s]
Epoch 0: |          | 7938/? [51:15<00:00,  2.58it/s]
Epoch 0: |          | 7938/? [51:15<00:00,  2.58it/s]
Epoch 0: |          | 7939/? [51:15<00:00,  2.58it/s]
Epoch 0: |          | 7939/? [51:15<00:00,  2.58it/s]
Epoch 0: |          | 7940/? [51:15<00:00,  2.58it/s]
Epoch 0: |          | 7940/? [51:15<00:00,  2.58it/s]
Epoch 0: |          | 7941/? [51:16<00:00,  2.58it/s]
Epoch 0: |          | 7941/? [51:16<00:00,  2.58it/s]
Epoch 0: |          | 7942/? [51:16<00:00,  2.58it/s]
Epoch 0: |          | 7942/? [51:16<00:00,  2.58it/s]
Epoch 0: |          | 7943/? [51:16<00:00,  2.58it/s]
Epoch 0: |          | 7943/? [51:16<00:00,  2.58it/s]
Epoch 0: |          | 7944/? [51:16<00:00,  2.58it/s]
Epoch 0: |          | 7944/? [51:16<00:00,  2.58it/s]
Epoch 0: |          | 7945/? [51:17<00:00,  2.58it/s]
Epoch 0: |          | 7945/? [51:17<00:00,  2.58it/s]
Epoch 0: |          | 7946/? [51:17<00:00,  2.58it/s]
Epoch 0: |          | 7946/? [51:17<00:00,  2.58it/s]
Epoch 0: |          | 7947/? [51:17<00:00,  2.58it/s]
Epoch 0: |          | 7947/? [51:17<00:00,  2.58it/s]
Epoch 0: |          | 7948/? [51:18<00:00,  2.58it/s]
Epoch 0: |          | 7948/? [51:18<00:00,  2.58it/s]
Epoch 0: |          | 7949/? [51:18<00:00,  2.58it/s]
Epoch 0: |          | 7949/? [51:18<00:00,  2.58it/s]
Epoch 0: |          | 7950/? [51:18<00:00,  2.58it/s]
Epoch 0: |          | 7950/? [51:18<00:00,  2.58it/s]
Epoch 0: |          | 7951/? [51:18<00:00,  2.58it/s]
Epoch 0: |          | 7951/? [51:18<00:00,  2.58it/s]
Epoch 0: |          | 7952/? [51:19<00:00,  2.58it/s]
Epoch 0: |          | 7952/? [51:19<00:00,  2.58it/s]
Epoch 0: |          | 7953/? [51:19<00:00,  2.58it/s]
Epoch 0: |          | 7953/? [51:19<00:00,  2.58it/s]
Epoch 0: |          | 7954/? [51:19<00:00,  2.58it/s]
Epoch 0: |          | 7954/? [51:19<00:00,  2.58it/s]
Epoch 0: |          | 7955/? [51:19<00:00,  2.58it/s]
Epoch 0: |          | 7955/? [51:19<00:00,  2.58it/s]
Epoch 0: |          | 7956/? [51:20<00:00,  2.58it/s]
Epoch 0: |          | 7956/? [51:20<00:00,  2.58it/s]
Epoch 0: |          | 7957/? [51:20<00:00,  2.58it/s]
Epoch 0: |          | 7957/? [51:20<00:00,  2.58it/s]
Epoch 0: |          | 7958/? [51:20<00:00,  2.58it/s]
Epoch 0: |          | 7958/? [51:20<00:00,  2.58it/s]
Epoch 0: |          | 7959/? [51:21<00:00,  2.58it/s]
Epoch 0: |          | 7959/? [51:21<00:00,  2.58it/s]
Epoch 0: |          | 7960/? [51:21<00:00,  2.58it/s]
Epoch 0: |          | 7960/? [51:21<00:00,  2.58it/s]
Epoch 0: |          | 7961/? [51:21<00:00,  2.58it/s]
Epoch 0: |          | 7961/? [51:21<00:00,  2.58it/s]
Epoch 0: |          | 7962/? [51:21<00:00,  2.58it/s]
Epoch 0: |          | 7962/? [51:21<00:00,  2.58it/s]
Epoch 0: |          | 7963/? [51:22<00:00,  2.58it/s]
Epoch 0: |          | 7963/? [51:22<00:00,  2.58it/s]
Epoch 0: |          | 7964/? [51:22<00:00,  2.58it/s]
Epoch 0: |          | 7964/? [51:22<00:00,  2.58it/s]
Epoch 0: |          | 7965/? [51:22<00:00,  2.58it/s]
Epoch 0: |          | 7965/? [51:22<00:00,  2.58it/s]
Epoch 0: |          | 7966/? [51:22<00:00,  2.58it/s]
Epoch 0: |          | 7966/? [51:22<00:00,  2.58it/s]
Epoch 0: |          | 7967/? [51:23<00:00,  2.58it/s]
Epoch 0: |          | 7967/? [51:23<00:00,  2.58it/s]
Epoch 0: |          | 7968/? [51:23<00:00,  2.58it/s]
Epoch 0: |          | 7968/? [51:23<00:00,  2.58it/s]
Epoch 0: |          | 7969/? [51:23<00:00,  2.58it/s]
Epoch 0: |          | 7969/? [51:23<00:00,  2.58it/s]
Epoch 0: |          | 7970/? [51:24<00:00,  2.58it/s]
Epoch 0: |          | 7970/? [51:24<00:00,  2.58it/s]
Epoch 0: |          | 7971/? [51:24<00:00,  2.58it/s]
Epoch 0: |          | 7971/? [51:24<00:00,  2.58it/s]
Epoch 0: |          | 7972/? [51:24<00:00,  2.58it/s]
Epoch 0: |          | 7972/? [51:24<00:00,  2.58it/s]
Epoch 0: |          | 7973/? [51:24<00:00,  2.58it/s]
Epoch 0: |          | 7973/? [51:24<00:00,  2.58it/s]
Epoch 0: |          | 7974/? [51:25<00:00,  2.58it/s]
Epoch 0: |          | 7974/? [51:25<00:00,  2.58it/s]
Epoch 0: |          | 7975/? [51:25<00:00,  2.58it/s]
Epoch 0: |          | 7975/? [51:25<00:00,  2.58it/s]
Epoch 0: |          | 7976/? [51:25<00:00,  2.58it/s]
Epoch 0: |          | 7976/? [51:25<00:00,  2.58it/s]
Epoch 0: |          | 7977/? [51:26<00:00,  2.58it/s]
Epoch 0: |          | 7977/? [51:26<00:00,  2.58it/s]
Epoch 0: |          | 7978/? [51:26<00:00,  2.58it/s]
Epoch 0: |          | 7978/? [51:26<00:00,  2.58it/s]
Epoch 0: |          | 7979/? [51:26<00:00,  2.59it/s]
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Epoch 0: |          | 7980/? [51:26<00:00,  2.59it/s]
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Epoch 0: |          | 7981/? [51:27<00:00,  2.59it/s]
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Epoch 0: |          | 7982/? [51:27<00:00,  2.59it/s]
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Epoch 0: |          | 7983/? [51:27<00:00,  2.59it/s]
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Epoch 0: |          | 7984/? [51:27<00:00,  2.59it/s]
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Epoch 0: |          | 7985/? [51:28<00:00,  2.59it/s]
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Epoch 0: |          | 7986/? [51:28<00:00,  2.59it/s]
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Epoch 0: |          | 7987/? [51:28<00:00,  2.59it/s]
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Epoch 0: |          | 7989/? [51:29<00:00,  2.59it/s]
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Epoch 0: |          | 7990/? [51:29<00:00,  2.59it/s]
Epoch 0: |          | 7990/? [51:29<00:00,  2.59it/s]
Epoch 0: |          | 7991/? [51:29<00:00,  2.59it/s]
Epoch 0: |          | 7991/? [51:29<00:00,  2.59it/s]
Epoch 0: |          | 7992/? [51:30<00:00,  2.59it/s]
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Epoch 0: |          | 7993/? [51:30<00:00,  2.59it/s]
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Epoch 0: |          | 7994/? [51:30<00:00,  2.59it/s]
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Epoch 0: |          | 7995/? [51:30<00:00,  2.59it/s]
Epoch 0: |          | 7995/? [51:30<00:00,  2.59it/s]
Epoch 0: |          | 7996/? [51:31<00:00,  2.59it/s]
Epoch 0: |          | 7996/? [51:31<00:00,  2.59it/s]
Epoch 0: |          | 7997/? [51:31<00:00,  2.59it/s]
Epoch 0: |          | 7997/? [51:31<00:00,  2.59it/s]
Epoch 0: |          | 7998/? [51:31<00:00,  2.59it/s]
Epoch 0: |          | 7998/? [51:31<00:00,  2.59it/s]
Epoch 0: |          | 7999/? [51:31<00:00,  2.59it/s]
Epoch 0: |          | 7999/? [51:31<00:00,  2.59it/s]
Epoch 0: |          | 8000/? [51:32<00:00,  2.59it/s]
Epoch 0: |          | 8000/? [51:32<00:00,  2.59it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.75it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.83it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.50it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.72it/s]

Epoch 0: |          | 8000/? [51:32<00:00,  2.59it/s]
Epoch 0: |          | 8001/? [51:32<00:00,  2.59it/s]
Epoch 0: |          | 8001/? [51:32<00:00,  2.59it/s]
Epoch 0: |          | 8002/? [51:33<00:00,  2.59it/s]
Epoch 0: |          | 8002/? [51:33<00:00,  2.59it/s]
Epoch 0: |          | 8003/? [51:33<00:00,  2.59it/s]
Epoch 0: |          | 8003/? [51:33<00:00,  2.59it/s]
Epoch 0: |          | 8004/? [51:33<00:00,  2.59it/s]
Epoch 0: |          | 8004/? [51:33<00:00,  2.59it/s]
Epoch 0: |          | 8005/? [51:33<00:00,  2.59it/s]
Epoch 0: |          | 8005/? [51:33<00:00,  2.59it/s]
Epoch 0: |          | 8006/? [51:34<00:00,  2.59it/s]
Epoch 0: |          | 8006/? [51:34<00:00,  2.59it/s]
Epoch 0: |          | 8007/? [51:34<00:00,  2.59it/s]
Epoch 0: |          | 8007/? [51:34<00:00,  2.59it/s]
Epoch 0: |          | 8008/? [51:34<00:00,  2.59it/s]
Epoch 0: |          | 8008/? [51:34<00:00,  2.59it/s]
Epoch 0: |          | 8009/? [51:35<00:00,  2.59it/s]
Epoch 0: |          | 8009/? [51:35<00:00,  2.59it/s]
Epoch 0: |          | 8010/? [51:35<00:00,  2.59it/s]
Epoch 0: |          | 8010/? [51:35<00:00,  2.59it/s]
Epoch 0: |          | 8011/? [51:35<00:00,  2.59it/s]
Epoch 0: |          | 8011/? [51:35<00:00,  2.59it/s]
Epoch 0: |          | 8012/? [51:35<00:00,  2.59it/s]
Epoch 0: |          | 8012/? [51:35<00:00,  2.59it/s]
Epoch 0: |          | 8013/? [51:36<00:00,  2.59it/s]
Epoch 0: |          | 8013/? [51:36<00:00,  2.59it/s]
Epoch 0: |          | 8014/? [51:36<00:00,  2.59it/s]
Epoch 0: |          | 8014/? [51:36<00:00,  2.59it/s]
Epoch 0: |          | 8015/? [51:36<00:00,  2.59it/s]
Epoch 0: |          | 8015/? [51:36<00:00,  2.59it/s]
Epoch 0: |          | 8016/? [51:36<00:00,  2.59it/s]
Epoch 0: |          | 8016/? [51:36<00:00,  2.59it/s]
Epoch 0: |          | 8017/? [51:37<00:00,  2.59it/s]
Epoch 0: |          | 8017/? [51:37<00:00,  2.59it/s]
Epoch 0: |          | 8018/? [51:37<00:00,  2.59it/s]
Epoch 0: |          | 8018/? [51:37<00:00,  2.59it/s]
Epoch 0: |          | 8019/? [51:37<00:00,  2.59it/s]
Epoch 0: |          | 8019/? [51:37<00:00,  2.59it/s]
Epoch 0: |          | 8020/? [51:37<00:00,  2.59it/s]
Epoch 0: |          | 8020/? [51:37<00:00,  2.59it/s]
Epoch 0: |          | 8021/? [51:38<00:00,  2.59it/s]
Epoch 0: |          | 8021/? [51:38<00:00,  2.59it/s]
Epoch 0: |          | 8022/? [51:38<00:00,  2.59it/s]
Epoch 0: |          | 8022/? [51:38<00:00,  2.59it/s]
Epoch 0: |          | 8023/? [51:38<00:00,  2.59it/s]
Epoch 0: |          | 8023/? [51:38<00:00,  2.59it/s]
Epoch 0: |          | 8024/? [51:39<00:00,  2.59it/s]
Epoch 0: |          | 8024/? [51:39<00:00,  2.59it/s]
Epoch 0: |          | 8025/? [51:39<00:00,  2.59it/s]
Epoch 0: |          | 8025/? [51:39<00:00,  2.59it/s]
Epoch 0: |          | 8026/? [51:39<00:00,  2.59it/s]
Epoch 0: |          | 8026/? [51:39<00:00,  2.59it/s]
Epoch 0: |          | 8027/? [51:39<00:00,  2.59it/s]
Epoch 0: |          | 8027/? [51:39<00:00,  2.59it/s]
Epoch 0: |          | 8028/? [51:40<00:00,  2.59it/s]
Epoch 0: |          | 8028/? [51:40<00:00,  2.59it/s]
Epoch 0: |          | 8029/? [51:40<00:00,  2.59it/s]
Epoch 0: |          | 8029/? [51:40<00:00,  2.59it/s]
Epoch 0: |          | 8030/? [51:40<00:00,  2.59it/s]
Epoch 0: |          | 8030/? [51:40<00:00,  2.59it/s]
Epoch 0: |          | 8031/? [51:40<00:00,  2.59it/s]
Epoch 0: |          | 8031/? [51:40<00:00,  2.59it/s]
Epoch 0: |          | 8032/? [51:41<00:00,  2.59it/s]
Epoch 0: |          | 8032/? [51:41<00:00,  2.59it/s]
Epoch 0: |          | 8033/? [51:41<00:00,  2.59it/s]
Epoch 0: |          | 8033/? [51:41<00:00,  2.59it/s]
Epoch 0: |          | 8034/? [51:41<00:00,  2.59it/s]
Epoch 0: |          | 8034/? [51:41<00:00,  2.59it/s]
Epoch 0: |          | 8035/? [51:42<00:00,  2.59it/s]
Epoch 0: |          | 8035/? [51:42<00:00,  2.59it/s]
Epoch 0: |          | 8036/? [51:42<00:00,  2.59it/s]
Epoch 0: |          | 8036/? [51:42<00:00,  2.59it/s]
Epoch 0: |          | 8037/? [51:42<00:00,  2.59it/s]
Epoch 0: |          | 8037/? [51:42<00:00,  2.59it/s]
Epoch 0: |          | 8038/? [51:42<00:00,  2.59it/s]
Epoch 0: |          | 8038/? [51:42<00:00,  2.59it/s]
Epoch 0: |          | 8039/? [51:43<00:00,  2.59it/s]
Epoch 0: |          | 8039/? [51:43<00:00,  2.59it/s]
Epoch 0: |          | 8040/? [51:43<00:00,  2.59it/s]
Epoch 0: |          | 8040/? [51:43<00:00,  2.59it/s]
Epoch 0: |          | 8041/? [51:43<00:00,  2.59it/s]
Epoch 0: |          | 8041/? [51:43<00:00,  2.59it/s]
Epoch 0: |          | 8042/? [51:43<00:00,  2.59it/s]
Epoch 0: |          | 8042/? [51:43<00:00,  2.59it/s]
Epoch 0: |          | 8043/? [51:44<00:00,  2.59it/s]
Epoch 0: |          | 8043/? [51:44<00:00,  2.59it/s]
Epoch 0: |          | 8044/? [51:44<00:00,  2.59it/s]
Epoch 0: |          | 8044/? [51:44<00:00,  2.59it/s]
Epoch 0: |          | 8045/? [51:44<00:00,  2.59it/s]
Epoch 0: |          | 8045/? [51:44<00:00,  2.59it/s]
Epoch 0: |          | 8046/? [51:45<00:00,  2.59it/s]
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Epoch 0: |          | 8047/? [51:45<00:00,  2.59it/s]
Epoch 0: |          | 8047/? [51:45<00:00,  2.59it/s]
Epoch 0: |          | 8048/? [51:45<00:00,  2.59it/s]
Epoch 0: |          | 8048/? [51:45<00:00,  2.59it/s]
Epoch 0: |          | 8049/? [51:45<00:00,  2.59it/s]
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Epoch 0: |          | 8050/? [51:46<00:00,  2.59it/s]
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Epoch 0: |          | 8051/? [51:46<00:00,  2.59it/s]
Epoch 0: |          | 8051/? [51:46<00:00,  2.59it/s]
Epoch 0: |          | 8052/? [51:46<00:00,  2.59it/s]
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Epoch 0: |          | 8053/? [51:46<00:00,  2.59it/s]
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Epoch 0: |          | 8054/? [51:47<00:00,  2.59it/s]
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Epoch 0: |          | 8055/? [51:47<00:00,  2.59it/s]
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Epoch 0: |          | 8060/? [51:48<00:00,  2.59it/s]
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Epoch 0: |          | 8061/? [51:49<00:00,  2.59it/s]
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Epoch 0: |          | 8062/? [51:49<00:00,  2.59it/s]
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Epoch 0: |          | 8063/? [51:49<00:00,  2.59it/s]
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Epoch 0: |          | 8064/? [51:49<00:00,  2.59it/s]
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Epoch 0: |          | 8065/? [51:50<00:00,  2.59it/s]
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Epoch 0: |          | 8066/? [51:50<00:00,  2.59it/s]
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Epoch 0: |          | 8067/? [51:50<00:00,  2.59it/s]
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Epoch 0: |          | 8068/? [51:50<00:00,  2.59it/s]
Epoch 0: |          | 8068/? [51:50<00:00,  2.59it/s]
Epoch 0: |          | 8069/? [51:51<00:00,  2.59it/s]
Epoch 0: |          | 8069/? [51:51<00:00,  2.59it/s]
Epoch 0: |          | 8070/? [51:51<00:00,  2.59it/s]
Epoch 0: |          | 8070/? [51:51<00:00,  2.59it/s]
Epoch 0: |          | 8071/? [51:51<00:00,  2.59it/s]
Epoch 0: |          | 8071/? [51:51<00:00,  2.59it/s]
Epoch 0: |          | 8072/? [51:52<00:00,  2.59it/s]
Epoch 0: |          | 8072/? [51:52<00:00,  2.59it/s]
Epoch 0: |          | 8073/? [51:52<00:00,  2.59it/s]
Epoch 0: |          | 8073/? [51:52<00:00,  2.59it/s]
Epoch 0: |          | 8074/? [51:52<00:00,  2.59it/s]
Epoch 0: |          | 8074/? [51:52<00:00,  2.59it/s]
Epoch 0: |          | 8075/? [51:52<00:00,  2.59it/s]
Epoch 0: |          | 8075/? [51:52<00:00,  2.59it/s]
Epoch 0: |          | 8076/? [51:53<00:00,  2.59it/s]
Epoch 0: |          | 8076/? [51:53<00:00,  2.59it/s]
Epoch 0: |          | 8077/? [51:53<00:00,  2.59it/s]
Epoch 0: |          | 8077/? [51:53<00:00,  2.59it/s]
Epoch 0: |          | 8078/? [51:53<00:00,  2.59it/s]
Epoch 0: |          | 8078/? [51:53<00:00,  2.59it/s]
Epoch 0: |          | 8079/? [51:53<00:00,  2.59it/s]
Epoch 0: |          | 8079/? [51:53<00:00,  2.59it/s]
Epoch 0: |          | 8080/? [51:54<00:00,  2.59it/s]
Epoch 0: |          | 8080/? [51:54<00:00,  2.59it/s]
Epoch 0: |          | 8081/? [51:54<00:00,  2.59it/s]
Epoch 0: |          | 8081/? [51:54<00:00,  2.59it/s]
Epoch 0: |          | 8082/? [51:54<00:00,  2.59it/s]
Epoch 0: |          | 8082/? [51:54<00:00,  2.59it/s]
Epoch 0: |          | 8083/? [51:54<00:00,  2.59it/s]
Epoch 0: |          | 8083/? [51:54<00:00,  2.59it/s]
Epoch 0: |          | 8084/? [51:55<00:00,  2.59it/s]
Epoch 0: |          | 8084/? [51:55<00:00,  2.59it/s]
Epoch 0: |          | 8085/? [51:55<00:00,  2.60it/s]
Epoch 0: |          | 8085/? [51:55<00:00,  2.60it/s]
Epoch 0: |          | 8086/? [51:55<00:00,  2.60it/s]
Epoch 0: |          | 8086/? [51:55<00:00,  2.60it/s]
Epoch 0: |          | 8087/? [51:56<00:00,  2.60it/s]
Epoch 0: |          | 8087/? [51:56<00:00,  2.60it/s]
Epoch 0: |          | 8088/? [51:56<00:00,  2.60it/s]
Epoch 0: |          | 8088/? [51:56<00:00,  2.60it/s]
Epoch 0: |          | 8089/? [51:56<00:00,  2.60it/s]
Epoch 0: |          | 8089/? [51:56<00:00,  2.60it/s]
Epoch 0: |          | 8090/? [51:56<00:00,  2.60it/s]
Epoch 0: |          | 8090/? [51:56<00:00,  2.60it/s]
Epoch 0: |          | 8091/? [51:57<00:00,  2.60it/s]
Epoch 0: |          | 8091/? [51:57<00:00,  2.60it/s]
Epoch 0: |          | 8092/? [51:57<00:00,  2.60it/s]
Epoch 0: |          | 8092/? [51:57<00:00,  2.60it/s]
Epoch 0: |          | 8093/? [51:57<00:00,  2.60it/s]
Epoch 0: |          | 8093/? [51:57<00:00,  2.60it/s]
Epoch 0: |          | 8094/? [51:58<00:00,  2.60it/s]
Epoch 0: |          | 8094/? [51:58<00:00,  2.60it/s]
Epoch 0: |          | 8095/? [51:58<00:00,  2.60it/s]
Epoch 0: |          | 8095/? [51:58<00:00,  2.60it/s]
Epoch 0: |          | 8096/? [51:58<00:00,  2.60it/s]
Epoch 0: |          | 8096/? [51:58<00:00,  2.60it/s]
Epoch 0: |          | 8097/? [51:58<00:00,  2.60it/s]
Epoch 0: |          | 8097/? [51:58<00:00,  2.60it/s]
Epoch 0: |          | 8098/? [51:59<00:00,  2.60it/s]
Epoch 0: |          | 8098/? [51:59<00:00,  2.60it/s]
Epoch 0: |          | 8099/? [51:59<00:00,  2.60it/s]
Epoch 0: |          | 8099/? [51:59<00:00,  2.60it/s]
Epoch 0: |          | 8100/? [51:59<00:00,  2.60it/s]
Epoch 0: |          | 8100/? [51:59<00:00,  2.60it/s]
Epoch 0: |          | 8101/? [51:59<00:00,  2.60it/s]
Epoch 0: |          | 8101/? [51:59<00:00,  2.60it/s]
Epoch 0: |          | 8102/? [52:00<00:00,  2.60it/s]
Epoch 0: |          | 8102/? [52:00<00:00,  2.60it/s]
Epoch 0: |          | 8103/? [52:00<00:00,  2.60it/s]
Epoch 0: |          | 8103/? [52:00<00:00,  2.60it/s]
Epoch 0: |          | 8104/? [52:00<00:00,  2.60it/s]
Epoch 0: |          | 8104/? [52:00<00:00,  2.60it/s]
Epoch 0: |          | 8105/? [52:01<00:00,  2.60it/s]
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Epoch 0: |          | 8106/? [52:01<00:00,  2.60it/s]
Epoch 0: |          | 8106/? [52:01<00:00,  2.60it/s]
Epoch 0: |          | 8107/? [52:01<00:00,  2.60it/s]
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Epoch 0: |          | 8108/? [52:01<00:00,  2.60it/s]
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Epoch 0: |          | 8109/? [52:02<00:00,  2.60it/s]
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Epoch 0: |          | 8110/? [52:02<00:00,  2.60it/s]
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Epoch 0: |          | 8111/? [52:02<00:00,  2.60it/s]
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Epoch 0: |          | 8113/? [52:03<00:00,  2.60it/s]
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Epoch 0: |          | 8114/? [52:03<00:00,  2.60it/s]
Epoch 0: |          | 8114/? [52:03<00:00,  2.60it/s]
Epoch 0: |          | 8115/? [52:03<00:00,  2.60it/s]
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Epoch 0: |          | 8119/? [52:04<00:00,  2.60it/s]
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Epoch 0: |          | 8120/? [52:05<00:00,  2.60it/s]
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Epoch 0: |          | 8121/? [52:05<00:00,  2.60it/s]
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Epoch 0: |          | 8130/? [52:07<00:00,  2.60it/s]
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Epoch 0: |          | 8138/? [52:10<00:00,  2.60it/s]
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Epoch 0: |          | 8140/? [52:10<00:00,  2.60it/s]
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Epoch 0: |          | 8141/? [52:10<00:00,  2.60it/s]
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Epoch 0: |          | 8142/? [52:11<00:00,  2.60it/s]
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Epoch 0: |          | 8146/? [52:12<00:00,  2.60it/s]
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Epoch 0: |          | 8149/? [52:13<00:00,  2.60it/s]
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Epoch 0: |          | 8150/? [52:13<00:00,  2.60it/s]
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Epoch 0: |          | 8151/? [52:13<00:00,  2.60it/s]
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Epoch 0: |          | 8152/? [52:13<00:00,  2.60it/s]
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Epoch 0: |          | 8153/? [52:14<00:00,  2.60it/s]
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Epoch 0: |          | 8154/? [52:14<00:00,  2.60it/s]
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Epoch 0: |          | 8155/? [52:14<00:00,  2.60it/s]
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Epoch 0: |          | 8156/? [52:15<00:00,  2.60it/s]
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Epoch 0: |          | 8157/? [52:15<00:00,  2.60it/s]
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Epoch 0: |          | 8158/? [52:15<00:00,  2.60it/s]
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Epoch 0: |          | 8159/? [52:15<00:00,  2.60it/s]
Epoch 0: |          | 8159/? [52:15<00:00,  2.60it/s]
Epoch 0: |          | 8160/? [52:16<00:00,  2.60it/s]
Epoch 0: |          | 8160/? [52:16<00:00,  2.60it/s]
Epoch 0: |          | 8161/? [52:16<00:00,  2.60it/s]
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Epoch 0: |          | 8162/? [52:16<00:00,  2.60it/s]
Epoch 0: |          | 8162/? [52:16<00:00,  2.60it/s]
Epoch 0: |          | 8163/? [52:16<00:00,  2.60it/s]
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Epoch 0: |          | 8164/? [52:17<00:00,  2.60it/s]
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Epoch 0: |          | 8165/? [52:17<00:00,  2.60it/s]
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Epoch 0: |          | 8166/? [52:17<00:00,  2.60it/s]
Epoch 0: |          | 8166/? [52:17<00:00,  2.60it/s]
Epoch 0: |          | 8167/? [52:18<00:00,  2.60it/s]
Epoch 0: |          | 8167/? [52:18<00:00,  2.60it/s]
Epoch 0: |          | 8168/? [52:18<00:00,  2.60it/s]
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Epoch 0: |          | 8169/? [52:18<00:00,  2.60it/s]
Epoch 0: |          | 8169/? [52:18<00:00,  2.60it/s]
Epoch 0: |          | 8170/? [52:18<00:00,  2.60it/s]
Epoch 0: |          | 8170/? [52:18<00:00,  2.60it/s]
Epoch 0: |          | 8171/? [52:19<00:00,  2.60it/s]
Epoch 0: |          | 8171/? [52:19<00:00,  2.60it/s]
Epoch 0: |          | 8172/? [52:19<00:00,  2.60it/s]
Epoch 0: |          | 8172/? [52:19<00:00,  2.60it/s]
Epoch 0: |          | 8173/? [52:19<00:00,  2.60it/s]
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Epoch 0: |          | 8174/? [52:19<00:00,  2.60it/s]
Epoch 0: |          | 8174/? [52:19<00:00,  2.60it/s]
Epoch 0: |          | 8175/? [52:20<00:00,  2.60it/s]
Epoch 0: |          | 8175/? [52:20<00:00,  2.60it/s]
Epoch 0: |          | 8176/? [52:20<00:00,  2.60it/s]
Epoch 0: |          | 8176/? [52:20<00:00,  2.60it/s]
Epoch 0: |          | 8177/? [52:20<00:00,  2.60it/s]
Epoch 0: |          | 8177/? [52:20<00:00,  2.60it/s]
Epoch 0: |          | 8178/? [52:21<00:00,  2.60it/s]
Epoch 0: |          | 8178/? [52:21<00:00,  2.60it/s]
Epoch 0: |          | 8179/? [52:21<00:00,  2.60it/s]
Epoch 0: |          | 8179/? [52:21<00:00,  2.60it/s]
Epoch 0: |          | 8180/? [52:21<00:00,  2.60it/s]
Epoch 0: |          | 8180/? [52:21<00:00,  2.60it/s]
Epoch 0: |          | 8181/? [52:21<00:00,  2.60it/s]
Epoch 0: |          | 8181/? [52:21<00:00,  2.60it/s]
Epoch 0: |          | 8182/? [52:22<00:00,  2.60it/s]
Epoch 0: |          | 8182/? [52:22<00:00,  2.60it/s]
Epoch 0: |          | 8183/? [52:22<00:00,  2.60it/s]
Epoch 0: |          | 8183/? [52:22<00:00,  2.60it/s]
Epoch 0: |          | 8184/? [52:22<00:00,  2.60it/s]
Epoch 0: |          | 8184/? [52:22<00:00,  2.60it/s]
Epoch 0: |          | 8185/? [52:23<00:00,  2.60it/s]
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Epoch 0: |          | 8186/? [52:23<00:00,  2.60it/s]
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Epoch 0: |          | 8187/? [52:23<00:00,  2.60it/s]
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Epoch 0: |          | 8188/? [52:23<00:00,  2.60it/s]
Epoch 0: |          | 8188/? [52:23<00:00,  2.60it/s]
Epoch 0: |          | 8189/? [52:24<00:00,  2.60it/s]
Epoch 0: |          | 8189/? [52:24<00:00,  2.60it/s]
Epoch 0: |          | 8190/? [52:24<00:00,  2.60it/s]
Epoch 0: |          | 8190/? [52:24<00:00,  2.60it/s]
Epoch 0: |          | 8191/? [52:24<00:00,  2.60it/s]
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Epoch 0: |          | 8192/? [52:25<00:00,  2.60it/s]
Epoch 0: |          | 8192/? [52:25<00:00,  2.60it/s]
Epoch 0: |          | 8193/? [52:25<00:00,  2.60it/s]
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Epoch 0: |          | 8194/? [52:25<00:00,  2.60it/s]
Epoch 0: |          | 8194/? [52:25<00:00,  2.60it/s]
Epoch 0: |          | 8195/? [52:25<00:00,  2.61it/s]
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Epoch 0: |          | 8196/? [52:26<00:00,  2.61it/s]
Epoch 0: |          | 8196/? [52:26<00:00,  2.61it/s]
Epoch 0: |          | 8197/? [52:26<00:00,  2.61it/s]
Epoch 0: |          | 8197/? [52:26<00:00,  2.61it/s]
Epoch 0: |          | 8198/? [52:26<00:00,  2.61it/s]
Epoch 0: |          | 8198/? [52:26<00:00,  2.61it/s]
Epoch 0: |          | 8199/? [52:26<00:00,  2.61it/s]
Epoch 0: |          | 8199/? [52:26<00:00,  2.61it/s]
Epoch 0: |          | 8200/? [52:27<00:00,  2.61it/s]
Epoch 0: |          | 8200/? [52:27<00:00,  2.61it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.33it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.83it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.32it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.14it/s]

Epoch 0: |          | 8200/? [52:27<00:00,  2.61it/s]
Epoch 0: |          | 8201/? [52:27<00:00,  2.61it/s]
Epoch 0: |          | 8201/? [52:27<00:00,  2.61it/s]
Epoch 0: |          | 8202/? [52:28<00:00,  2.61it/s]
Epoch 0: |          | 8202/? [52:28<00:00,  2.61it/s]
Epoch 0: |          | 8203/? [52:28<00:00,  2.61it/s]
Epoch 0: |          | 8203/? [52:28<00:00,  2.61it/s]
Epoch 0: |          | 8204/? [52:28<00:00,  2.61it/s]
Epoch 0: |          | 8204/? [52:28<00:00,  2.61it/s]
Epoch 0: |          | 8205/? [52:28<00:00,  2.61it/s]
Epoch 0: |          | 8205/? [52:28<00:00,  2.61it/s]
Epoch 0: |          | 8206/? [52:29<00:00,  2.61it/s]
Epoch 0: |          | 8206/? [52:29<00:00,  2.61it/s]
Epoch 0: |          | 8207/? [52:29<00:00,  2.61it/s]
Epoch 0: |          | 8207/? [52:29<00:00,  2.61it/s]
Epoch 0: |          | 8208/? [52:29<00:00,  2.61it/s]
Epoch 0: |          | 8208/? [52:29<00:00,  2.61it/s]
Epoch 0: |          | 8209/? [52:30<00:00,  2.61it/s]
Epoch 0: |          | 8209/? [52:30<00:00,  2.61it/s]
Epoch 0: |          | 8210/? [52:30<00:00,  2.61it/s]
Epoch 0: |          | 8210/? [52:30<00:00,  2.61it/s]
Epoch 0: |          | 8211/? [52:30<00:00,  2.61it/s]
Epoch 0: |          | 8211/? [52:30<00:00,  2.61it/s]
Epoch 0: |          | 8212/? [52:30<00:00,  2.61it/s]
Epoch 0: |          | 8212/? [52:30<00:00,  2.61it/s]
Epoch 0: |          | 8213/? [52:31<00:00,  2.61it/s]
Epoch 0: |          | 8213/? [52:31<00:00,  2.61it/s]
Epoch 0: |          | 8214/? [52:31<00:00,  2.61it/s]
Epoch 0: |          | 8214/? [52:31<00:00,  2.61it/s]
Epoch 0: |          | 8215/? [52:31<00:00,  2.61it/s]
Epoch 0: |          | 8215/? [52:31<00:00,  2.61it/s]
Epoch 0: |          | 8216/? [52:31<00:00,  2.61it/s]
Epoch 0: |          | 8216/? [52:31<00:00,  2.61it/s]
Epoch 0: |          | 8217/? [52:32<00:00,  2.61it/s]
Epoch 0: |          | 8217/? [52:32<00:00,  2.61it/s]
Epoch 0: |          | 8218/? [52:32<00:00,  2.61it/s]
Epoch 0: |          | 8218/? [52:32<00:00,  2.61it/s]
Epoch 0: |          | 8219/? [52:32<00:00,  2.61it/s]
Epoch 0: |          | 8219/? [52:32<00:00,  2.61it/s]
Epoch 0: |          | 8220/? [52:33<00:00,  2.61it/s]
Epoch 0: |          | 8220/? [52:33<00:00,  2.61it/s]
Epoch 0: |          | 8221/? [52:33<00:00,  2.61it/s]
Epoch 0: |          | 8221/? [52:33<00:00,  2.61it/s]
Epoch 0: |          | 8222/? [52:33<00:00,  2.61it/s]
Epoch 0: |          | 8222/? [52:33<00:00,  2.61it/s]
Epoch 0: |          | 8223/? [52:33<00:00,  2.61it/s]
Epoch 0: |          | 8223/? [52:33<00:00,  2.61it/s]
Epoch 0: |          | 8224/? [52:34<00:00,  2.61it/s]
Epoch 0: |          | 8224/? [52:34<00:00,  2.61it/s]
Epoch 0: |          | 8225/? [52:34<00:00,  2.61it/s]
Epoch 0: |          | 8225/? [52:34<00:00,  2.61it/s]
Epoch 0: |          | 8226/? [52:34<00:00,  2.61it/s]
Epoch 0: |          | 8226/? [52:34<00:00,  2.61it/s]
Epoch 0: |          | 8227/? [52:35<00:00,  2.61it/s]
Epoch 0: |          | 8227/? [52:35<00:00,  2.61it/s]
Epoch 0: |          | 8228/? [52:35<00:00,  2.61it/s]
Epoch 0: |          | 8228/? [52:35<00:00,  2.61it/s]
Epoch 0: |          | 8229/? [52:35<00:00,  2.61it/s]
Epoch 0: |          | 8229/? [52:35<00:00,  2.61it/s]
Epoch 0: |          | 8230/? [52:35<00:00,  2.61it/s]
Epoch 0: |          | 8230/? [52:35<00:00,  2.61it/s]
Epoch 0: |          | 8231/? [52:36<00:00,  2.61it/s]
Epoch 0: |          | 8231/? [52:36<00:00,  2.61it/s]
Epoch 0: |          | 8232/? [52:36<00:00,  2.61it/s]
Epoch 0: |          | 8232/? [52:36<00:00,  2.61it/s]
Epoch 0: |          | 8233/? [52:36<00:00,  2.61it/s]
Epoch 0: |          | 8233/? [52:36<00:00,  2.61it/s]
Epoch 0: |          | 8234/? [52:36<00:00,  2.61it/s]
Epoch 0: |          | 8234/? [52:36<00:00,  2.61it/s]
Epoch 0: |          | 8235/? [52:37<00:00,  2.61it/s]
Epoch 0: |          | 8235/? [52:37<00:00,  2.61it/s]
Epoch 0: |          | 8236/? [52:37<00:00,  2.61it/s]
Epoch 0: |          | 8236/? [52:37<00:00,  2.61it/s]
Epoch 0: |          | 8237/? [52:37<00:00,  2.61it/s]
Epoch 0: |          | 8237/? [52:37<00:00,  2.61it/s]
Epoch 0: |          | 8238/? [52:38<00:00,  2.61it/s]
Epoch 0: |          | 8238/? [52:38<00:00,  2.61it/s]
Epoch 0: |          | 8239/? [52:38<00:00,  2.61it/s]
Epoch 0: |          | 8239/? [52:38<00:00,  2.61it/s]
Epoch 0: |          | 8240/? [52:38<00:00,  2.61it/s]
Epoch 0: |          | 8240/? [52:38<00:00,  2.61it/s]
Epoch 0: |          | 8241/? [52:38<00:00,  2.61it/s]
Epoch 0: |          | 8241/? [52:38<00:00,  2.61it/s]
Epoch 0: |          | 8242/? [52:39<00:00,  2.61it/s]
Epoch 0: |          | 8242/? [52:39<00:00,  2.61it/s]
Epoch 0: |          | 8243/? [52:39<00:00,  2.61it/s]
Epoch 0: |          | 8243/? [52:39<00:00,  2.61it/s]
Epoch 0: |          | 8244/? [52:39<00:00,  2.61it/s]
Epoch 0: |          | 8244/? [52:39<00:00,  2.61it/s]
Epoch 0: |          | 8245/? [52:39<00:00,  2.61it/s]
Epoch 0: |          | 8245/? [52:39<00:00,  2.61it/s]
Epoch 0: |          | 8246/? [52:40<00:00,  2.61it/s]
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Epoch 0: |          | 8247/? [52:40<00:00,  2.61it/s]
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Epoch 0: |          | 8248/? [52:40<00:00,  2.61it/s]
Epoch 0: |          | 8248/? [52:40<00:00,  2.61it/s]
Epoch 0: |          | 8249/? [52:41<00:00,  2.61it/s]
Epoch 0: |          | 8249/? [52:41<00:00,  2.61it/s]
Epoch 0: |          | 8250/? [52:41<00:00,  2.61it/s]
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Epoch 0: |          | 8390/? [53:19<00:00,  2.62it/s]
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Epoch 0: |          | 8391/? [53:19<00:00,  2.62it/s]
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Epoch 0: |          | 8392/? [53:20<00:00,  2.62it/s]
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Epoch 0: |          | 8396/? [53:21<00:00,  2.62it/s]
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Epoch 0: |          | 8397/? [53:21<00:00,  2.62it/s]
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Epoch 0: |          | 8398/? [53:21<00:00,  2.62it/s]
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Epoch 0: |          | 8399/? [53:22<00:00,  2.62it/s]
Epoch 0: |          | 8399/? [53:22<00:00,  2.62it/s]
Epoch 0: |          | 8400/? [53:22<00:00,  2.62it/s]
Epoch 0: |          | 8400/? [53:22<00:00,  2.62it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.53it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.91it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.63it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.90it/s]

Epoch 0: |          | 8400/? [53:22<00:00,  2.62it/s]
Epoch 0: |          | 8401/? [53:22<00:00,  2.62it/s]
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Epoch 0: |          | 8402/? [53:23<00:00,  2.62it/s]
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Epoch 0: |          | 8403/? [53:23<00:00,  2.62it/s]
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Epoch 0: |          | 8404/? [53:23<00:00,  2.62it/s]
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Epoch 0: |          | 8405/? [53:23<00:00,  2.62it/s]
Epoch 0: |          | 8405/? [53:23<00:00,  2.62it/s]
Epoch 0: |          | 8406/? [53:24<00:00,  2.62it/s]
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Epoch 0: |          | 8407/? [53:24<00:00,  2.62it/s]
Epoch 0: |          | 8407/? [53:24<00:00,  2.62it/s]
Epoch 0: |          | 8408/? [53:24<00:00,  2.62it/s]
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Epoch 0: |          | 8409/? [53:25<00:00,  2.62it/s]
Epoch 0: |          | 8409/? [53:25<00:00,  2.62it/s]
Epoch 0: |          | 8410/? [53:25<00:00,  2.62it/s]
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Epoch 0: |          | 8411/? [53:25<00:00,  2.62it/s]
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Epoch 0: |          | 8412/? [53:25<00:00,  2.62it/s]
Epoch 0: |          | 8412/? [53:25<00:00,  2.62it/s]
Epoch 0: |          | 8413/? [53:26<00:00,  2.62it/s]
Epoch 0: |          | 8413/? [53:26<00:00,  2.62it/s]
Epoch 0: |          | 8414/? [53:26<00:00,  2.62it/s]
Epoch 0: |          | 8414/? [53:26<00:00,  2.62it/s]
Epoch 0: |          | 8415/? [53:26<00:00,  2.62it/s]
Epoch 0: |          | 8415/? [53:26<00:00,  2.62it/s]
Epoch 0: |          | 8416/? [53:26<00:00,  2.62it/s]
Epoch 0: |          | 8416/? [53:26<00:00,  2.62it/s]
Epoch 0: |          | 8417/? [53:27<00:00,  2.62it/s]
Epoch 0: |          | 8417/? [53:27<00:00,  2.62it/s]
Epoch 0: |          | 8418/? [53:27<00:00,  2.62it/s]
Epoch 0: |          | 8418/? [53:27<00:00,  2.62it/s]
Epoch 0: |          | 8419/? [53:27<00:00,  2.62it/s]
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Epoch 0: |          | 8420/? [53:28<00:00,  2.62it/s]
Epoch 0: |          | 8420/? [53:28<00:00,  2.62it/s]
Epoch 0: |          | 8421/? [53:28<00:00,  2.62it/s]
Epoch 0: |          | 8421/? [53:28<00:00,  2.62it/s]
Epoch 0: |          | 8422/? [53:28<00:00,  2.62it/s]
Epoch 0: |          | 8422/? [53:28<00:00,  2.62it/s]
Epoch 0: |          | 8423/? [53:28<00:00,  2.62it/s]
Epoch 0: |          | 8423/? [53:28<00:00,  2.62it/s]
Epoch 0: |          | 8424/? [53:29<00:00,  2.63it/s]
Epoch 0: |          | 8424/? [53:29<00:00,  2.63it/s]
Epoch 0: |          | 8425/? [53:29<00:00,  2.63it/s]
Epoch 0: |          | 8425/? [53:29<00:00,  2.63it/s]
Epoch 0: |          | 8426/? [53:29<00:00,  2.63it/s]
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Epoch 0: |          | 8427/? [53:29<00:00,  2.63it/s]
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Epoch 0: |          | 8428/? [53:30<00:00,  2.63it/s]
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Epoch 0: |          | 8429/? [53:30<00:00,  2.63it/s]
Epoch 0: |          | 8429/? [53:30<00:00,  2.63it/s]
Epoch 0: |          | 8430/? [53:30<00:00,  2.63it/s]
Epoch 0: |          | 8430/? [53:30<00:00,  2.63it/s]
Epoch 0: |          | 8431/? [53:31<00:00,  2.63it/s]
Epoch 0: |          | 8431/? [53:31<00:00,  2.63it/s]
Epoch 0: |          | 8432/? [53:31<00:00,  2.63it/s]
Epoch 0: |          | 8432/? [53:31<00:00,  2.63it/s]
Epoch 0: |          | 8433/? [53:31<00:00,  2.63it/s]
Epoch 0: |          | 8433/? [53:31<00:00,  2.63it/s]
Epoch 0: |          | 8434/? [53:31<00:00,  2.63it/s]
Epoch 0: |          | 8434/? [53:31<00:00,  2.63it/s]
Epoch 0: |          | 8435/? [53:32<00:00,  2.63it/s]
Epoch 0: |          | 8435/? [53:32<00:00,  2.63it/s]
Epoch 0: |          | 8436/? [53:32<00:00,  2.63it/s]
Epoch 0: |          | 8436/? [53:32<00:00,  2.63it/s]
Epoch 0: |          | 8437/? [53:32<00:00,  2.63it/s]
Epoch 0: |          | 8437/? [53:32<00:00,  2.63it/s]
Epoch 0: |          | 8438/? [53:32<00:00,  2.63it/s]
Epoch 0: |          | 8438/? [53:32<00:00,  2.63it/s]
Epoch 0: |          | 8439/? [53:33<00:00,  2.63it/s]
Epoch 0: |          | 8439/? [53:33<00:00,  2.63it/s]
Epoch 0: |          | 8440/? [53:33<00:00,  2.63it/s]
Epoch 0: |          | 8440/? [53:33<00:00,  2.63it/s]
Epoch 0: |          | 8441/? [53:33<00:00,  2.63it/s]
Epoch 0: |          | 8441/? [53:33<00:00,  2.63it/s]
Epoch 0: |          | 8442/? [53:34<00:00,  2.63it/s]
Epoch 0: |          | 8442/? [53:34<00:00,  2.63it/s]
Epoch 0: |          | 8443/? [53:34<00:00,  2.63it/s]
Epoch 0: |          | 8443/? [53:34<00:00,  2.63it/s]
Epoch 0: |          | 8444/? [53:34<00:00,  2.63it/s]
Epoch 0: |          | 8444/? [53:34<00:00,  2.63it/s]
Epoch 0: |          | 8445/? [53:34<00:00,  2.63it/s]
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Epoch 0: |          | 8446/? [53:35<00:00,  2.63it/s]
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Epoch 0: |          | 8447/? [53:35<00:00,  2.63it/s]
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Epoch 0: |          | 8448/? [53:35<00:00,  2.63it/s]
Epoch 0: |          | 8448/? [53:35<00:00,  2.63it/s]
Epoch 0: |          | 8449/? [53:35<00:00,  2.63it/s]
Epoch 0: |          | 8449/? [53:35<00:00,  2.63it/s]
Epoch 0: |          | 8450/? [53:36<00:00,  2.63it/s]
Epoch 0: |          | 8450/? [53:36<00:00,  2.63it/s]
Epoch 0: |          | 8451/? [53:36<00:00,  2.63it/s]
Epoch 0: |          | 8451/? [53:36<00:00,  2.63it/s]
Epoch 0: |          | 8452/? [53:36<00:00,  2.63it/s]
Epoch 0: |          | 8452/? [53:36<00:00,  2.63it/s]
Epoch 0: |          | 8453/? [53:37<00:00,  2.63it/s]
Epoch 0: |          | 8453/? [53:37<00:00,  2.63it/s]
Epoch 0: |          | 8454/? [53:37<00:00,  2.63it/s]
Epoch 0: |          | 8454/? [53:37<00:00,  2.63it/s]
Epoch 0: |          | 8455/? [53:37<00:00,  2.63it/s]
Epoch 0: |          | 8455/? [53:37<00:00,  2.63it/s]
Epoch 0: |          | 8456/? [53:37<00:00,  2.63it/s]
Epoch 0: |          | 8456/? [53:37<00:00,  2.63it/s]
Epoch 0: |          | 8457/? [53:38<00:00,  2.63it/s]
Epoch 0: |          | 8457/? [53:38<00:00,  2.63it/s]
Epoch 0: |          | 8458/? [53:38<00:00,  2.63it/s]
Epoch 0: |          | 8458/? [53:38<00:00,  2.63it/s]
Epoch 0: |          | 8459/? [53:38<00:00,  2.63it/s]
Epoch 0: |          | 8459/? [53:38<00:00,  2.63it/s]
Epoch 0: |          | 8460/? [53:38<00:00,  2.63it/s]
Epoch 0: |          | 8460/? [53:38<00:00,  2.63it/s]
Epoch 0: |          | 8461/? [53:39<00:00,  2.63it/s]
Epoch 0: |          | 8461/? [53:39<00:00,  2.63it/s]
Epoch 0: |          | 8462/? [53:39<00:00,  2.63it/s]
Epoch 0: |          | 8462/? [53:39<00:00,  2.63it/s]
Epoch 0: |          | 8463/? [53:39<00:00,  2.63it/s]
Epoch 0: |          | 8463/? [53:39<00:00,  2.63it/s]
Epoch 0: |          | 8464/? [53:39<00:00,  2.63it/s]
Epoch 0: |          | 8464/? [53:39<00:00,  2.63it/s]
Epoch 0: |          | 8465/? [53:40<00:00,  2.63it/s]
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Epoch 0: |          | 8466/? [53:40<00:00,  2.63it/s]
Epoch 0: |          | 8466/? [53:40<00:00,  2.63it/s]
Epoch 0: |          | 8467/? [53:40<00:00,  2.63it/s]
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Epoch 0: |          | 8468/? [53:41<00:00,  2.63it/s]
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Epoch 0: |          | 8469/? [53:41<00:00,  2.63it/s]
Epoch 0: |          | 8469/? [53:41<00:00,  2.63it/s]
Epoch 0: |          | 8470/? [53:41<00:00,  2.63it/s]
Epoch 0: |          | 8470/? [53:41<00:00,  2.63it/s]
Epoch 0: |          | 8471/? [53:41<00:00,  2.63it/s]
Epoch 0: |          | 8471/? [53:41<00:00,  2.63it/s]
Epoch 0: |          | 8472/? [53:42<00:00,  2.63it/s]
Epoch 0: |          | 8472/? [53:42<00:00,  2.63it/s]
Epoch 0: |          | 8473/? [53:42<00:00,  2.63it/s]
Epoch 0: |          | 8473/? [53:42<00:00,  2.63it/s]
Epoch 0: |          | 8474/? [53:42<00:00,  2.63it/s]
Epoch 0: |          | 8474/? [53:42<00:00,  2.63it/s]
Epoch 0: |          | 8475/? [53:42<00:00,  2.63it/s]
Epoch 0: |          | 8475/? [53:42<00:00,  2.63it/s]
Epoch 0: |          | 8476/? [53:43<00:00,  2.63it/s]
Epoch 0: |          | 8476/? [53:43<00:00,  2.63it/s]
Epoch 0: |          | 8477/? [53:43<00:00,  2.63it/s]
Epoch 0: |          | 8477/? [53:43<00:00,  2.63it/s]
Epoch 0: |          | 8478/? [53:43<00:00,  2.63it/s]
Epoch 0: |          | 8478/? [53:43<00:00,  2.63it/s]
Epoch 0: |          | 8479/? [53:44<00:00,  2.63it/s]
Epoch 0: |          | 8479/? [53:44<00:00,  2.63it/s]
Epoch 0: |          | 8480/? [53:44<00:00,  2.63it/s]
Epoch 0: |          | 8480/? [53:44<00:00,  2.63it/s]
Epoch 0: |          | 8481/? [53:44<00:00,  2.63it/s]
Epoch 0: |          | 8481/? [53:44<00:00,  2.63it/s]
Epoch 0: |          | 8482/? [53:44<00:00,  2.63it/s]
Epoch 0: |          | 8482/? [53:44<00:00,  2.63it/s]
Epoch 0: |          | 8483/? [53:45<00:00,  2.63it/s]
Epoch 0: |          | 8483/? [53:45<00:00,  2.63it/s]
Epoch 0: |          | 8484/? [53:45<00:00,  2.63it/s]
Epoch 0: |          | 8484/? [53:45<00:00,  2.63it/s]
Epoch 0: |          | 8485/? [53:45<00:00,  2.63it/s]
Epoch 0: |          | 8485/? [53:45<00:00,  2.63it/s]
Epoch 0: |          | 8486/? [53:45<00:00,  2.63it/s]
Epoch 0: |          | 8486/? [53:45<00:00,  2.63it/s]
Epoch 0: |          | 8487/? [53:46<00:00,  2.63it/s]
Epoch 0: |          | 8487/? [53:46<00:00,  2.63it/s]
Epoch 0: |          | 8488/? [53:46<00:00,  2.63it/s]
Epoch 0: |          | 8488/? [53:46<00:00,  2.63it/s]
Epoch 0: |          | 8489/? [53:46<00:00,  2.63it/s]
Epoch 0: |          | 8489/? [53:46<00:00,  2.63it/s]
Epoch 0: |          | 8490/? [53:47<00:00,  2.63it/s]
Epoch 0: |          | 8490/? [53:47<00:00,  2.63it/s]
Epoch 0: |          | 8491/? [53:47<00:00,  2.63it/s]
Epoch 0: |          | 8491/? [53:47<00:00,  2.63it/s]
Epoch 0: |          | 8492/? [53:47<00:00,  2.63it/s]
Epoch 0: |          | 8492/? [53:47<00:00,  2.63it/s]
Epoch 0: |          | 8493/? [53:47<00:00,  2.63it/s]
Epoch 0: |          | 8493/? [53:47<00:00,  2.63it/s]
Epoch 0: |          | 8494/? [53:48<00:00,  2.63it/s]
Epoch 0: |          | 8494/? [53:48<00:00,  2.63it/s]
Epoch 0: |          | 8495/? [53:48<00:00,  2.63it/s]
Epoch 0: |          | 8495/? [53:48<00:00,  2.63it/s]
Epoch 0: |          | 8496/? [53:48<00:00,  2.63it/s]
Epoch 0: |          | 8496/? [53:48<00:00,  2.63it/s]
Epoch 0: |          | 8497/? [53:48<00:00,  2.63it/s]
Epoch 0: |          | 8497/? [53:48<00:00,  2.63it/s]
Epoch 0: |          | 8498/? [53:49<00:00,  2.63it/s]
Epoch 0: |          | 8498/? [53:49<00:00,  2.63it/s]
Epoch 0: |          | 8499/? [53:49<00:00,  2.63it/s]
Epoch 0: |          | 8499/? [53:49<00:00,  2.63it/s]
Epoch 0: |          | 8500/? [53:49<00:00,  2.63it/s]
Epoch 0: |          | 8500/? [53:49<00:00,  2.63it/s]
Epoch 0: |          | 8501/? [53:50<00:00,  2.63it/s]
Epoch 0: |          | 8501/? [53:50<00:00,  2.63it/s]
Epoch 0: |          | 8502/? [53:50<00:00,  2.63it/s]
Epoch 0: |          | 8502/? [53:50<00:00,  2.63it/s]
Epoch 0: |          | 8503/? [53:50<00:00,  2.63it/s]
Epoch 0: |          | 8503/? [53:50<00:00,  2.63it/s]
Epoch 0: |          | 8504/? [53:50<00:00,  2.63it/s]
Epoch 0: |          | 8504/? [53:50<00:00,  2.63it/s]
Epoch 0: |          | 8505/? [53:51<00:00,  2.63it/s]
Epoch 0: |          | 8505/? [53:51<00:00,  2.63it/s]
Epoch 0: |          | 8506/? [53:51<00:00,  2.63it/s]
Epoch 0: |          | 8506/? [53:51<00:00,  2.63it/s]
Epoch 0: |          | 8507/? [53:51<00:00,  2.63it/s]
Epoch 0: |          | 8507/? [53:51<00:00,  2.63it/s]
Epoch 0: |          | 8508/? [53:51<00:00,  2.63it/s]
Epoch 0: |          | 8508/? [53:51<00:00,  2.63it/s]
Epoch 0: |          | 8509/? [53:52<00:00,  2.63it/s]
Epoch 0: |          | 8509/? [53:52<00:00,  2.63it/s]
Epoch 0: |          | 8510/? [53:52<00:00,  2.63it/s]
Epoch 0: |          | 8510/? [53:52<00:00,  2.63it/s]
Epoch 0: |          | 8511/? [53:52<00:00,  2.63it/s]
Epoch 0: |          | 8511/? [53:52<00:00,  2.63it/s]
Epoch 0: |          | 8512/? [53:53<00:00,  2.63it/s]
Epoch 0: |          | 8512/? [53:53<00:00,  2.63it/s]
Epoch 0: |          | 8513/? [53:53<00:00,  2.63it/s]
Epoch 0: |          | 8513/? [53:53<00:00,  2.63it/s]
Epoch 0: |          | 8514/? [53:53<00:00,  2.63it/s]
Epoch 0: |          | 8514/? [53:53<00:00,  2.63it/s]
Epoch 0: |          | 8515/? [53:53<00:00,  2.63it/s]
Epoch 0: |          | 8515/? [53:53<00:00,  2.63it/s]
Epoch 0: |          | 8516/? [53:54<00:00,  2.63it/s]
Epoch 0: |          | 8516/? [53:54<00:00,  2.63it/s]
Epoch 0: |          | 8517/? [53:54<00:00,  2.63it/s]
Epoch 0: |          | 8517/? [53:54<00:00,  2.63it/s]
Epoch 0: |          | 8518/? [53:54<00:00,  2.63it/s]
Epoch 0: |          | 8518/? [53:54<00:00,  2.63it/s]
Epoch 0: |          | 8519/? [53:54<00:00,  2.63it/s]
Epoch 0: |          | 8519/? [53:54<00:00,  2.63it/s]
Epoch 0: |          | 8520/? [53:55<00:00,  2.63it/s]
Epoch 0: |          | 8520/? [53:55<00:00,  2.63it/s]
Epoch 0: |          | 8521/? [53:55<00:00,  2.63it/s]
Epoch 0: |          | 8521/? [53:55<00:00,  2.63it/s]
Epoch 0: |          | 8522/? [53:55<00:00,  2.63it/s]
Epoch 0: |          | 8522/? [53:55<00:00,  2.63it/s]
Epoch 0: |          | 8523/? [53:56<00:00,  2.63it/s]
Epoch 0: |          | 8523/? [53:56<00:00,  2.63it/s]
Epoch 0: |          | 8524/? [53:56<00:00,  2.63it/s]
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Epoch 0: |          | 8525/? [53:56<00:00,  2.63it/s]
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Epoch 0: |          | 8526/? [53:56<00:00,  2.63it/s]
Epoch 0: |          | 8526/? [53:56<00:00,  2.63it/s]
Epoch 0: |          | 8527/? [53:57<00:00,  2.63it/s]
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Epoch 0: |          | 8528/? [53:57<00:00,  2.63it/s]
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Epoch 0: |          | 8529/? [53:57<00:00,  2.63it/s]
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Epoch 0: |          | 8530/? [53:57<00:00,  2.63it/s]
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Epoch 0: |          | 8531/? [53:58<00:00,  2.63it/s]
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Epoch 0: |          | 8532/? [53:58<00:00,  2.63it/s]
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Epoch 0: |          | 8533/? [53:58<00:00,  2.63it/s]
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Epoch 0: |          | 8534/? [53:58<00:00,  2.63it/s]
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Epoch 0: |          | 8535/? [53:59<00:00,  2.63it/s]
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Epoch 0: |          | 8536/? [53:59<00:00,  2.63it/s]
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Epoch 0: |          | 8537/? [53:59<00:00,  2.64it/s]
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Epoch 0: |          | 8538/? [54:00<00:00,  2.64it/s]
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Epoch 0: |          | 8540/? [54:00<00:00,  2.64it/s]
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Epoch 0: |          | 8560/? [54:06<00:00,  2.64it/s]
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Epoch 0: |          | 8561/? [54:06<00:00,  2.64it/s]
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Epoch 0: |          | 8564/? [54:07<00:00,  2.64it/s]
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Epoch 0: |          | 8565/? [54:07<00:00,  2.64it/s]
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Epoch 0: |          | 8566/? [54:07<00:00,  2.64it/s]
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Epoch 0: |          | 8567/? [54:07<00:00,  2.64it/s]
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Epoch 0: |          | 8568/? [54:08<00:00,  2.64it/s]
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Epoch 0: |          | 8569/? [54:08<00:00,  2.64it/s]
Epoch 0: |          | 8569/? [54:08<00:00,  2.64it/s]
Epoch 0: |          | 8570/? [54:08<00:00,  2.64it/s]
Epoch 0: |          | 8570/? [54:08<00:00,  2.64it/s]
Epoch 0: |          | 8571/? [54:09<00:00,  2.64it/s]
Epoch 0: |          | 8571/? [54:09<00:00,  2.64it/s]
Epoch 0: |          | 8572/? [54:09<00:00,  2.64it/s]
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Epoch 0: |          | 8573/? [54:09<00:00,  2.64it/s]
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Epoch 0: |          | 8574/? [54:09<00:00,  2.64it/s]
Epoch 0: |          | 8574/? [54:09<00:00,  2.64it/s]
Epoch 0: |          | 8575/? [54:10<00:00,  2.64it/s]
Epoch 0: |          | 8575/? [54:10<00:00,  2.64it/s]
Epoch 0: |          | 8576/? [54:10<00:00,  2.64it/s]
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Epoch 0: |          | 8577/? [54:10<00:00,  2.64it/s]
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Epoch 0: |          | 8578/? [54:10<00:00,  2.64it/s]
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Epoch 0: |          | 8579/? [54:11<00:00,  2.64it/s]
Epoch 0: |          | 8579/? [54:11<00:00,  2.64it/s]
Epoch 0: |          | 8580/? [54:11<00:00,  2.64it/s]
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Epoch 0: |          | 8581/? [54:11<00:00,  2.64it/s]
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Epoch 0: |          | 8582/? [54:11<00:00,  2.64it/s]
Epoch 0: |          | 8582/? [54:11<00:00,  2.64it/s]
Epoch 0: |          | 8583/? [54:12<00:00,  2.64it/s]
Epoch 0: |          | 8583/? [54:12<00:00,  2.64it/s]
Epoch 0: |          | 8584/? [54:12<00:00,  2.64it/s]
Epoch 0: |          | 8584/? [54:12<00:00,  2.64it/s]
Epoch 0: |          | 8585/? [54:12<00:00,  2.64it/s]
Epoch 0: |          | 8585/? [54:12<00:00,  2.64it/s]
Epoch 0: |          | 8586/? [54:13<00:00,  2.64it/s]
Epoch 0: |          | 8586/? [54:13<00:00,  2.64it/s]
Epoch 0: |          | 8587/? [54:13<00:00,  2.64it/s]
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Epoch 0: |          | 8588/? [54:13<00:00,  2.64it/s]
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Epoch 0: |          | 8589/? [54:13<00:00,  2.64it/s]
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Epoch 0: |          | 8590/? [54:14<00:00,  2.64it/s]
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Epoch 0: |          | 8591/? [54:14<00:00,  2.64it/s]
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Epoch 0: |          | 8592/? [54:14<00:00,  2.64it/s]
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Epoch 0: |          | 8593/? [54:14<00:00,  2.64it/s]
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Epoch 0: |          | 8594/? [54:15<00:00,  2.64it/s]
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Epoch 0: |          | 8597/? [54:16<00:00,  2.64it/s]
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Epoch 0: |          | 8598/? [54:16<00:00,  2.64it/s]
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Epoch 0: |          | 8599/? [54:16<00:00,  2.64it/s]
Epoch 0: |          | 8599/? [54:16<00:00,  2.64it/s]
Epoch 0: |          | 8600/? [54:16<00:00,  2.64it/s]
Epoch 0: |          | 8600/? [54:16<00:00,  2.64it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.18it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.23it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.97it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.15it/s]

Epoch 0: |          | 8600/? [54:17<00:00,  2.64it/s]
Epoch 0: |          | 8601/? [54:17<00:00,  2.64it/s]
Epoch 0: |          | 8601/? [54:17<00:00,  2.64it/s]
Epoch 0: |          | 8602/? [54:17<00:00,  2.64it/s]
Epoch 0: |          | 8602/? [54:17<00:00,  2.64it/s]
Epoch 0: |          | 8603/? [54:17<00:00,  2.64it/s]
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Epoch 0: |          | 8604/? [54:18<00:00,  2.64it/s]
Epoch 0: |          | 8604/? [54:18<00:00,  2.64it/s]
Epoch 0: |          | 8605/? [54:18<00:00,  2.64it/s]
Epoch 0: |          | 8605/? [54:18<00:00,  2.64it/s]
Epoch 0: |          | 8606/? [54:18<00:00,  2.64it/s]
Epoch 0: |          | 8606/? [54:18<00:00,  2.64it/s]
Epoch 0: |          | 8607/? [54:18<00:00,  2.64it/s]
Epoch 0: |          | 8607/? [54:18<00:00,  2.64it/s]
Epoch 0: |          | 8608/? [54:19<00:00,  2.64it/s]
Epoch 0: |          | 8608/? [54:19<00:00,  2.64it/s]
Epoch 0: |          | 8609/? [54:19<00:00,  2.64it/s]
Epoch 0: |          | 8609/? [54:19<00:00,  2.64it/s]
Epoch 0: |          | 8610/? [54:19<00:00,  2.64it/s]
Epoch 0: |          | 8610/? [54:19<00:00,  2.64it/s]
Epoch 0: |          | 8611/? [54:20<00:00,  2.64it/s]
Epoch 0: |          | 8611/? [54:20<00:00,  2.64it/s]
Epoch 0: |          | 8612/? [54:20<00:00,  2.64it/s]
Epoch 0: |          | 8612/? [54:20<00:00,  2.64it/s]
Epoch 0: |          | 8613/? [54:20<00:00,  2.64it/s]
Epoch 0: |          | 8613/? [54:20<00:00,  2.64it/s]
Epoch 0: |          | 8614/? [54:20<00:00,  2.64it/s]
Epoch 0: |          | 8614/? [54:20<00:00,  2.64it/s]
Epoch 0: |          | 8615/? [54:21<00:00,  2.64it/s]
Epoch 0: |          | 8615/? [54:21<00:00,  2.64it/s]
Epoch 0: |          | 8616/? [54:21<00:00,  2.64it/s]
Epoch 0: |          | 8616/? [54:21<00:00,  2.64it/s]
Epoch 0: |          | 8617/? [54:21<00:00,  2.64it/s]
Epoch 0: |          | 8617/? [54:21<00:00,  2.64it/s]
Epoch 0: |          | 8618/? [54:21<00:00,  2.64it/s]
Epoch 0: |          | 8618/? [54:21<00:00,  2.64it/s]
Epoch 0: |          | 8619/? [54:22<00:00,  2.64it/s]
Epoch 0: |          | 8619/? [54:22<00:00,  2.64it/s]
Epoch 0: |          | 8620/? [54:22<00:00,  2.64it/s]
Epoch 0: |          | 8620/? [54:22<00:00,  2.64it/s]
Epoch 0: |          | 8621/? [54:22<00:00,  2.64it/s]
Epoch 0: |          | 8621/? [54:22<00:00,  2.64it/s]
Epoch 0: |          | 8622/? [54:23<00:00,  2.64it/s]
Epoch 0: |          | 8622/? [54:23<00:00,  2.64it/s]
Epoch 0: |          | 8623/? [54:23<00:00,  2.64it/s]
Epoch 0: |          | 8623/? [54:23<00:00,  2.64it/s]
Epoch 0: |          | 8624/? [54:23<00:00,  2.64it/s]
Epoch 0: |          | 8624/? [54:23<00:00,  2.64it/s]
Epoch 0: |          | 8625/? [54:23<00:00,  2.64it/s]
Epoch 0: |          | 8625/? [54:23<00:00,  2.64it/s]
Epoch 0: |          | 8626/? [54:24<00:00,  2.64it/s]
Epoch 0: |          | 8626/? [54:24<00:00,  2.64it/s]
Epoch 0: |          | 8627/? [54:24<00:00,  2.64it/s]
Epoch 0: |          | 8627/? [54:24<00:00,  2.64it/s]
Epoch 0: |          | 8628/? [54:24<00:00,  2.64it/s]
Epoch 0: |          | 8628/? [54:24<00:00,  2.64it/s]
Epoch 0: |          | 8629/? [54:24<00:00,  2.64it/s]
Epoch 0: |          | 8629/? [54:24<00:00,  2.64it/s]
Epoch 0: |          | 8630/? [54:25<00:00,  2.64it/s]
Epoch 0: |          | 8630/? [54:25<00:00,  2.64it/s]
Epoch 0: |          | 8631/? [54:25<00:00,  2.64it/s]
Epoch 0: |          | 8631/? [54:25<00:00,  2.64it/s]
Epoch 0: |          | 8632/? [54:25<00:00,  2.64it/s]
Epoch 0: |          | 8632/? [54:25<00:00,  2.64it/s]
Epoch 0: |          | 8633/? [54:26<00:00,  2.64it/s]
Epoch 0: |          | 8633/? [54:26<00:00,  2.64it/s]
Epoch 0: |          | 8634/? [54:26<00:00,  2.64it/s]
Epoch 0: |          | 8634/? [54:26<00:00,  2.64it/s]
Epoch 0: |          | 8635/? [54:26<00:00,  2.64it/s]
Epoch 0: |          | 8635/? [54:26<00:00,  2.64it/s]
Epoch 0: |          | 8636/? [54:26<00:00,  2.64it/s]
Epoch 0: |          | 8636/? [54:26<00:00,  2.64it/s]
Epoch 0: |          | 8637/? [54:27<00:00,  2.64it/s]
Epoch 0: |          | 8637/? [54:27<00:00,  2.64it/s]
Epoch 0: |          | 8638/? [54:27<00:00,  2.64it/s]
Epoch 0: |          | 8638/? [54:27<00:00,  2.64it/s]
Epoch 0: |          | 8639/? [54:27<00:00,  2.64it/s]
Epoch 0: |          | 8639/? [54:27<00:00,  2.64it/s]
Epoch 0: |          | 8640/? [54:27<00:00,  2.64it/s]
Epoch 0: |          | 8640/? [54:27<00:00,  2.64it/s]
Epoch 0: |          | 8641/? [54:28<00:00,  2.64it/s]
Epoch 0: |          | 8641/? [54:28<00:00,  2.64it/s]
Epoch 0: |          | 8642/? [54:28<00:00,  2.64it/s]
Epoch 0: |          | 8642/? [54:28<00:00,  2.64it/s]
Epoch 0: |          | 8643/? [54:28<00:00,  2.64it/s]
Epoch 0: |          | 8643/? [54:28<00:00,  2.64it/s]
Epoch 0: |          | 8644/? [54:28<00:00,  2.64it/s]
Epoch 0: |          | 8644/? [54:28<00:00,  2.64it/s]
Epoch 0: |          | 8645/? [54:29<00:00,  2.64it/s]
Epoch 0: |          | 8645/? [54:29<00:00,  2.64it/s]
Epoch 0: |          | 8646/? [54:29<00:00,  2.64it/s]
Epoch 0: |          | 8646/? [54:29<00:00,  2.64it/s]
Epoch 0: |          | 8647/? [54:29<00:00,  2.64it/s]
Epoch 0: |          | 8647/? [54:29<00:00,  2.64it/s]
Epoch 0: |          | 8648/? [54:30<00:00,  2.64it/s]
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Epoch 0: |          | 8649/? [54:30<00:00,  2.64it/s]
Epoch 0: |          | 8649/? [54:30<00:00,  2.64it/s]
Epoch 0: |          | 8650/? [54:30<00:00,  2.64it/s]
Epoch 0: |          | 8650/? [54:30<00:00,  2.64it/s]
Epoch 0: |          | 8651/? [54:30<00:00,  2.64it/s]
Epoch 0: |          | 8651/? [54:30<00:00,  2.64it/s]
Epoch 0: |          | 8652/? [54:31<00:00,  2.64it/s]
Epoch 0: |          | 8652/? [54:31<00:00,  2.64it/s]
Epoch 0: |          | 8653/? [54:31<00:00,  2.65it/s]
Epoch 0: |          | 8653/? [54:31<00:00,  2.65it/s]
Epoch 0: |          | 8654/? [54:31<00:00,  2.65it/s]
Epoch 0: |          | 8654/? [54:31<00:00,  2.65it/s]
Epoch 0: |          | 8655/? [54:31<00:00,  2.65it/s]
Epoch 0: |          | 8655/? [54:31<00:00,  2.65it/s]
Epoch 0: |          | 8656/? [54:32<00:00,  2.65it/s]
Epoch 0: |          | 8656/? [54:32<00:00,  2.65it/s]
Epoch 0: |          | 8657/? [54:32<00:00,  2.65it/s]
Epoch 0: |          | 8657/? [54:32<00:00,  2.65it/s]
Epoch 0: |          | 8658/? [54:32<00:00,  2.65it/s]
Epoch 0: |          | 8658/? [54:32<00:00,  2.65it/s]
Epoch 0: |          | 8659/? [54:33<00:00,  2.65it/s]
Epoch 0: |          | 8659/? [54:33<00:00,  2.65it/s]
Epoch 0: |          | 8660/? [54:33<00:00,  2.65it/s]
Epoch 0: |          | 8660/? [54:33<00:00,  2.65it/s]
Epoch 0: |          | 8661/? [54:33<00:00,  2.65it/s]
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Epoch 0: |          | 8662/? [54:33<00:00,  2.65it/s]
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Epoch 0: |          | 8711/? [54:47<00:00,  2.65it/s]
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Epoch 0: |          | 8712/? [54:47<00:00,  2.65it/s]
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Epoch 0: |          | 8713/? [54:47<00:00,  2.65it/s]
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Epoch 0: |          | 8714/? [54:47<00:00,  2.65it/s]
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Epoch 0: |          | 8715/? [54:48<00:00,  2.65it/s]
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Epoch 0: |          | 8716/? [54:48<00:00,  2.65it/s]
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Epoch 0: |          | 8721/? [54:49<00:00,  2.65it/s]
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Epoch 0: |          | 8722/? [54:50<00:00,  2.65it/s]
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Epoch 0: |          | 8724/? [54:50<00:00,  2.65it/s]
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Epoch 0: |          | 8726/? [54:51<00:00,  2.65it/s]
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Epoch 0: |          | 8727/? [54:51<00:00,  2.65it/s]
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Epoch 0: |          | 8728/? [54:51<00:00,  2.65it/s]
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Epoch 0: |          | 8729/? [54:51<00:00,  2.65it/s]
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Epoch 0: |          | 8730/? [54:52<00:00,  2.65it/s]
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Epoch 0: |          | 8731/? [54:52<00:00,  2.65it/s]
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Epoch 0: |          | 8732/? [54:52<00:00,  2.65it/s]
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Epoch 0: |          | 8733/? [54:52<00:00,  2.65it/s]
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Epoch 0: |          | 8734/? [54:53<00:00,  2.65it/s]
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Epoch 0: |          | 8735/? [54:53<00:00,  2.65it/s]
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Epoch 0: |          | 8736/? [54:53<00:00,  2.65it/s]
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Epoch 0: |          | 8738/? [54:54<00:00,  2.65it/s]
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Epoch 0: |          | 8740/? [54:54<00:00,  2.65it/s]
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Epoch 0: |          | 8741/? [54:55<00:00,  2.65it/s]
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Epoch 0: |          | 8764/? [55:01<00:00,  2.65it/s]
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Epoch 0: |          | 8769/? [55:02<00:00,  2.66it/s]
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Epoch 0: |          | 8770/? [55:03<00:00,  2.66it/s]
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Epoch 0: |          | 8771/? [55:03<00:00,  2.66it/s]
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Epoch 0: |          | 8775/? [55:04<00:00,  2.66it/s]
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Epoch 0: |          | 8776/? [55:04<00:00,  2.66it/s]
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Epoch 0: |          | 8780/? [55:05<00:00,  2.66it/s]
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Epoch 0: |          | 8781/? [55:06<00:00,  2.66it/s]
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Epoch 0: |          | 8782/? [55:06<00:00,  2.66it/s]
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Epoch 0: |          | 8783/? [55:06<00:00,  2.66it/s]
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Epoch 0: |          | 8784/? [55:06<00:00,  2.66it/s]
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Epoch 0: |          | 8785/? [55:07<00:00,  2.66it/s]
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Epoch 0: |          | 8800/? [55:11<00:00,  2.66it/s]
Epoch 0: |          | 8800/? [55:11<00:00,  2.66it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.20it/s]
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Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.71it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.86it/s]

Epoch 0: |          | 8800/? [55:11<00:00,  2.66it/s]
Epoch 0: |          | 8801/? [55:11<00:00,  2.66it/s]
Epoch 0: |          | 8801/? [55:11<00:00,  2.66it/s]
Epoch 0: |          | 8802/? [55:12<00:00,  2.66it/s]
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Epoch 0: |          | 8803/? [55:12<00:00,  2.66it/s]
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Epoch 0: |          | 8805/? [55:12<00:00,  2.66it/s]
Epoch 0: |          | 8805/? [55:12<00:00,  2.66it/s]
Epoch 0: |          | 8806/? [55:13<00:00,  2.66it/s]
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Epoch 0: |          | 8807/? [55:13<00:00,  2.66it/s]
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Epoch 0: |          | 8808/? [55:13<00:00,  2.66it/s]
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Epoch 0: |          | 8809/? [55:13<00:00,  2.66it/s]
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Epoch 0: |          | 8810/? [55:14<00:00,  2.66it/s]
Epoch 0: |          | 8810/? [55:14<00:00,  2.66it/s]
Epoch 0: |          | 8811/? [55:14<00:00,  2.66it/s]
Epoch 0: |          | 8811/? [55:14<00:00,  2.66it/s]
Epoch 0: |          | 8812/? [55:14<00:00,  2.66it/s]
Epoch 0: |          | 8812/? [55:14<00:00,  2.66it/s]
Epoch 0: |          | 8813/? [55:15<00:00,  2.66it/s]
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Epoch 0: |          | 8814/? [55:15<00:00,  2.66it/s]
Epoch 0: |          | 8814/? [55:15<00:00,  2.66it/s]
Epoch 0: |          | 8815/? [55:15<00:00,  2.66it/s]
Epoch 0: |          | 8815/? [55:15<00:00,  2.66it/s]
Epoch 0: |          | 8816/? [55:15<00:00,  2.66it/s]
Epoch 0: |          | 8816/? [55:15<00:00,  2.66it/s]
Epoch 0: |          | 8817/? [55:16<00:00,  2.66it/s]
Epoch 0: |          | 8817/? [55:16<00:00,  2.66it/s]
Epoch 0: |          | 8818/? [55:16<00:00,  2.66it/s]
Epoch 0: |          | 8818/? [55:16<00:00,  2.66it/s]
Epoch 0: |          | 8819/? [55:16<00:00,  2.66it/s]
Epoch 0: |          | 8819/? [55:16<00:00,  2.66it/s]
Epoch 0: |          | 8820/? [55:16<00:00,  2.66it/s]
Epoch 0: |          | 8820/? [55:16<00:00,  2.66it/s]
Epoch 0: |          | 8821/? [55:17<00:00,  2.66it/s]
Epoch 0: |          | 8821/? [55:17<00:00,  2.66it/s]
Epoch 0: |          | 8822/? [55:17<00:00,  2.66it/s]
Epoch 0: |          | 8822/? [55:17<00:00,  2.66it/s]
Epoch 0: |          | 8823/? [55:17<00:00,  2.66it/s]
Epoch 0: |          | 8823/? [55:17<00:00,  2.66it/s]
Epoch 0: |          | 8824/? [55:18<00:00,  2.66it/s]
Epoch 0: |          | 8824/? [55:18<00:00,  2.66it/s]
Epoch 0: |          | 8825/? [55:18<00:00,  2.66it/s]
Epoch 0: |          | 8825/? [55:18<00:00,  2.66it/s]
Epoch 0: |          | 8826/? [55:18<00:00,  2.66it/s]
Epoch 0: |          | 8826/? [55:18<00:00,  2.66it/s]
Epoch 0: |          | 8827/? [55:18<00:00,  2.66it/s]
Epoch 0: |          | 8827/? [55:18<00:00,  2.66it/s]
Epoch 0: |          | 8828/? [55:19<00:00,  2.66it/s]
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Epoch 0: |          | 8829/? [55:19<00:00,  2.66it/s]
Epoch 0: |          | 8829/? [55:19<00:00,  2.66it/s]
Epoch 0: |          | 8830/? [55:19<00:00,  2.66it/s]
Epoch 0: |          | 8830/? [55:19<00:00,  2.66it/s]
Epoch 0: |          | 8831/? [55:19<00:00,  2.66it/s]
Epoch 0: |          | 8831/? [55:19<00:00,  2.66it/s]
Epoch 0: |          | 8832/? [55:20<00:00,  2.66it/s]
Epoch 0: |          | 8832/? [55:20<00:00,  2.66it/s]
Epoch 0: |          | 8833/? [55:20<00:00,  2.66it/s]
Epoch 0: |          | 8833/? [55:20<00:00,  2.66it/s]
Epoch 0: |          | 8834/? [55:20<00:00,  2.66it/s]
Epoch 0: |          | 8834/? [55:20<00:00,  2.66it/s]
Epoch 0: |          | 8835/? [55:21<00:00,  2.66it/s]
Epoch 0: |          | 8835/? [55:21<00:00,  2.66it/s]
Epoch 0: |          | 8836/? [55:21<00:00,  2.66it/s]
Epoch 0: |          | 8836/? [55:21<00:00,  2.66it/s]
Epoch 0: |          | 8837/? [55:21<00:00,  2.66it/s]
Epoch 0: |          | 8837/? [55:21<00:00,  2.66it/s]
Epoch 0: |          | 8838/? [55:21<00:00,  2.66it/s]
Epoch 0: |          | 8838/? [55:21<00:00,  2.66it/s]
Epoch 0: |          | 8839/? [55:22<00:00,  2.66it/s]
Epoch 0: |          | 8839/? [55:22<00:00,  2.66it/s]
Epoch 0: |          | 8840/? [55:22<00:00,  2.66it/s]
Epoch 0: |          | 8840/? [55:22<00:00,  2.66it/s]
Epoch 0: |          | 8841/? [55:22<00:00,  2.66it/s]
Epoch 0: |          | 8841/? [55:22<00:00,  2.66it/s]
Epoch 0: |          | 8842/? [55:22<00:00,  2.66it/s]
Epoch 0: |          | 8842/? [55:22<00:00,  2.66it/s]
Epoch 0: |          | 8843/? [55:23<00:00,  2.66it/s]
Epoch 0: |          | 8843/? [55:23<00:00,  2.66it/s]
Epoch 0: |          | 8844/? [55:23<00:00,  2.66it/s]
Epoch 0: |          | 8844/? [55:23<00:00,  2.66it/s]
Epoch 0: |          | 8845/? [55:23<00:00,  2.66it/s]
Epoch 0: |          | 8845/? [55:23<00:00,  2.66it/s]
Epoch 0: |          | 8846/? [55:23<00:00,  2.66it/s]
Epoch 0: |          | 8846/? [55:23<00:00,  2.66it/s]
Epoch 0: |          | 8847/? [55:24<00:00,  2.66it/s]
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Epoch 0: |          | 8848/? [55:24<00:00,  2.66it/s]
Epoch 0: |          | 8848/? [55:24<00:00,  2.66it/s]
Epoch 0: |          | 8849/? [55:24<00:00,  2.66it/s]
Epoch 0: |          | 8849/? [55:24<00:00,  2.66it/s]
Epoch 0: |          | 8850/? [55:25<00:00,  2.66it/s]
Epoch 0: |          | 8850/? [55:25<00:00,  2.66it/s]
Epoch 0: |          | 8851/? [55:25<00:00,  2.66it/s]
Epoch 0: |          | 8851/? [55:25<00:00,  2.66it/s]
Epoch 0: |          | 8852/? [55:25<00:00,  2.66it/s]
Epoch 0: |          | 8852/? [55:25<00:00,  2.66it/s]
Epoch 0: |          | 8853/? [55:25<00:00,  2.66it/s]
Epoch 0: |          | 8853/? [55:25<00:00,  2.66it/s]
Epoch 0: |          | 8854/? [55:26<00:00,  2.66it/s]
Epoch 0: |          | 8854/? [55:26<00:00,  2.66it/s]
Epoch 0: |          | 8855/? [55:26<00:00,  2.66it/s]
Epoch 0: |          | 8855/? [55:26<00:00,  2.66it/s]
Epoch 0: |          | 8856/? [55:26<00:00,  2.66it/s]
Epoch 0: |          | 8856/? [55:26<00:00,  2.66it/s]
Epoch 0: |          | 8857/? [55:26<00:00,  2.66it/s]
Epoch 0: |          | 8857/? [55:26<00:00,  2.66it/s]
Epoch 0: |          | 8858/? [55:27<00:00,  2.66it/s]
Epoch 0: |          | 8858/? [55:27<00:00,  2.66it/s]
Epoch 0: |          | 8859/? [55:27<00:00,  2.66it/s]
Epoch 0: |          | 8859/? [55:27<00:00,  2.66it/s]
Epoch 0: |          | 8860/? [55:27<00:00,  2.66it/s]
Epoch 0: |          | 8860/? [55:27<00:00,  2.66it/s]
Epoch 0: |          | 8861/? [55:28<00:00,  2.66it/s]
Epoch 0: |          | 8861/? [55:28<00:00,  2.66it/s]
Epoch 0: |          | 8862/? [55:28<00:00,  2.66it/s]
Epoch 0: |          | 8862/? [55:28<00:00,  2.66it/s]
Epoch 0: |          | 8863/? [55:28<00:00,  2.66it/s]
Epoch 0: |          | 8863/? [55:28<00:00,  2.66it/s]
Epoch 0: |          | 8864/? [55:28<00:00,  2.66it/s]
Epoch 0: |          | 8864/? [55:28<00:00,  2.66it/s]
Epoch 0: |          | 8865/? [55:29<00:00,  2.66it/s]
Epoch 0: |          | 8865/? [55:29<00:00,  2.66it/s]
Epoch 0: |          | 8866/? [55:29<00:00,  2.66it/s]
Epoch 0: |          | 8866/? [55:29<00:00,  2.66it/s]
Epoch 0: |          | 8867/? [55:29<00:00,  2.66it/s]
Epoch 0: |          | 8867/? [55:29<00:00,  2.66it/s]
Epoch 0: |          | 8868/? [55:29<00:00,  2.66it/s]
Epoch 0: |          | 8868/? [55:29<00:00,  2.66it/s]
Epoch 0: |          | 8869/? [55:30<00:00,  2.66it/s]
Epoch 0: |          | 8869/? [55:30<00:00,  2.66it/s]
Epoch 0: |          | 8870/? [55:30<00:00,  2.66it/s]
Epoch 0: |          | 8870/? [55:30<00:00,  2.66it/s]
Epoch 0: |          | 8871/? [55:30<00:00,  2.66it/s]
Epoch 0: |          | 8871/? [55:30<00:00,  2.66it/s]
Epoch 0: |          | 8872/? [55:30<00:00,  2.66it/s]
Epoch 0: |          | 8872/? [55:30<00:00,  2.66it/s]
Epoch 0: |          | 8873/? [55:31<00:00,  2.66it/s]
Epoch 0: |          | 8873/? [55:31<00:00,  2.66it/s]
Epoch 0: |          | 8874/? [55:31<00:00,  2.66it/s]
Epoch 0: |          | 8874/? [55:31<00:00,  2.66it/s]
Epoch 0: |          | 8875/? [55:31<00:00,  2.66it/s]
Epoch 0: |          | 8875/? [55:31<00:00,  2.66it/s]
Epoch 0: |          | 8876/? [55:32<00:00,  2.66it/s]
Epoch 0: |          | 8876/? [55:32<00:00,  2.66it/s]
Epoch 0: |          | 8877/? [55:32<00:00,  2.66it/s]
Epoch 0: |          | 8877/? [55:32<00:00,  2.66it/s]
Epoch 0: |          | 8878/? [55:32<00:00,  2.66it/s]
Epoch 0: |          | 8878/? [55:32<00:00,  2.66it/s]
Epoch 0: |          | 8879/? [55:32<00:00,  2.66it/s]
Epoch 0: |          | 8879/? [55:32<00:00,  2.66it/s]
Epoch 0: |          | 8880/? [55:33<00:00,  2.66it/s]
Epoch 0: |          | 8880/? [55:33<00:00,  2.66it/s]
Epoch 0: |          | 8881/? [55:33<00:00,  2.66it/s]
Epoch 0: |          | 8881/? [55:33<00:00,  2.66it/s]
Epoch 0: |          | 8882/? [55:33<00:00,  2.66it/s]
Epoch 0: |          | 8882/? [55:33<00:00,  2.66it/s]
Epoch 0: |          | 8883/? [55:33<00:00,  2.66it/s]
Epoch 0: |          | 8883/? [55:33<00:00,  2.66it/s]
Epoch 0: |          | 8884/? [55:34<00:00,  2.66it/s]
Epoch 0: |          | 8884/? [55:34<00:00,  2.66it/s]
Epoch 0: |          | 8885/? [55:34<00:00,  2.66it/s]
Epoch 0: |          | 8885/? [55:34<00:00,  2.66it/s]
Epoch 0: |          | 8886/? [55:34<00:00,  2.66it/s]
Epoch 0: |          | 8886/? [55:34<00:00,  2.66it/s]
Epoch 0: |          | 8887/? [55:35<00:00,  2.66it/s]
Epoch 0: |          | 8887/? [55:35<00:00,  2.66it/s]
Epoch 0: |          | 8888/? [55:35<00:00,  2.66it/s]
Epoch 0: |          | 8888/? [55:35<00:00,  2.66it/s]
Epoch 0: |          | 8889/? [55:35<00:00,  2.66it/s]
Epoch 0: |          | 8889/? [55:35<00:00,  2.66it/s]
Epoch 0: |          | 8890/? [55:35<00:00,  2.66it/s]
Epoch 0: |          | 8890/? [55:35<00:00,  2.66it/s]
Epoch 0: |          | 8891/? [55:36<00:00,  2.67it/s]
Epoch 0: |          | 8891/? [55:36<00:00,  2.67it/s]
Epoch 0: |          | 8892/? [55:36<00:00,  2.67it/s]
Epoch 0: |          | 8892/? [55:36<00:00,  2.67it/s]
Epoch 0: |          | 8893/? [55:36<00:00,  2.67it/s]
Epoch 0: |          | 8893/? [55:36<00:00,  2.67it/s]
Epoch 0: |          | 8894/? [55:36<00:00,  2.67it/s]
Epoch 0: |          | 8894/? [55:36<00:00,  2.67it/s]
Epoch 0: |          | 8895/? [55:37<00:00,  2.67it/s]
Epoch 0: |          | 8895/? [55:37<00:00,  2.67it/s]
Epoch 0: |          | 8896/? [55:37<00:00,  2.67it/s]
Epoch 0: |          | 8896/? [55:37<00:00,  2.67it/s]
Epoch 0: |          | 8897/? [55:37<00:00,  2.67it/s]
Epoch 0: |          | 8897/? [55:37<00:00,  2.67it/s]
Epoch 0: |          | 8898/? [55:38<00:00,  2.67it/s]
Epoch 0: |          | 8898/? [55:38<00:00,  2.67it/s]
Epoch 0: |          | 8899/? [55:38<00:00,  2.67it/s]
Epoch 0: |          | 8899/? [55:38<00:00,  2.67it/s]
Epoch 0: |          | 8900/? [55:38<00:00,  2.67it/s]
Epoch 0: |          | 8900/? [55:38<00:00,  2.67it/s]
Epoch 0: |          | 8901/? [55:38<00:00,  2.67it/s]
Epoch 0: |          | 8901/? [55:38<00:00,  2.67it/s]
Epoch 0: |          | 8902/? [55:39<00:00,  2.67it/s]
Epoch 0: |          | 8902/? [55:39<00:00,  2.67it/s]
Epoch 0: |          | 8903/? [55:39<00:00,  2.67it/s]
Epoch 0: |          | 8903/? [55:39<00:00,  2.67it/s]
Epoch 0: |          | 8904/? [55:39<00:00,  2.67it/s]
Epoch 0: |          | 8904/? [55:39<00:00,  2.67it/s]
Epoch 0: |          | 8905/? [55:39<00:00,  2.67it/s]
Epoch 0: |          | 8905/? [55:39<00:00,  2.67it/s]
Epoch 0: |          | 8906/? [55:40<00:00,  2.67it/s]
Epoch 0: |          | 8906/? [55:40<00:00,  2.67it/s]
Epoch 0: |          | 8907/? [55:40<00:00,  2.67it/s]
Epoch 0: |          | 8907/? [55:40<00:00,  2.67it/s]
Epoch 0: |          | 8908/? [55:40<00:00,  2.67it/s]
Epoch 0: |          | 8908/? [55:40<00:00,  2.67it/s]
Epoch 0: |          | 8909/? [55:41<00:00,  2.67it/s]
Epoch 0: |          | 8909/? [55:41<00:00,  2.67it/s]
Epoch 0: |          | 8910/? [55:41<00:00,  2.67it/s]
Epoch 0: |          | 8910/? [55:41<00:00,  2.67it/s]
Epoch 0: |          | 8911/? [55:41<00:00,  2.67it/s]
Epoch 0: |          | 8911/? [55:41<00:00,  2.67it/s]
Epoch 0: |          | 8912/? [55:41<00:00,  2.67it/s]
Epoch 0: |          | 8912/? [55:41<00:00,  2.67it/s]
Epoch 0: |          | 8913/? [55:42<00:00,  2.67it/s]
Epoch 0: |          | 8913/? [55:42<00:00,  2.67it/s]
Epoch 0: |          | 8914/? [55:42<00:00,  2.67it/s]
Epoch 0: |          | 8914/? [55:42<00:00,  2.67it/s]
Epoch 0: |          | 8915/? [55:42<00:00,  2.67it/s]
Epoch 0: |          | 8915/? [55:42<00:00,  2.67it/s]
Epoch 0: |          | 8916/? [55:42<00:00,  2.67it/s]
Epoch 0: |          | 8916/? [55:42<00:00,  2.67it/s]
Epoch 0: |          | 8917/? [55:43<00:00,  2.67it/s]
Epoch 0: |          | 8917/? [55:43<00:00,  2.67it/s]
Epoch 0: |          | 8918/? [55:43<00:00,  2.67it/s]
Epoch 0: |          | 8918/? [55:43<00:00,  2.67it/s]
Epoch 0: |          | 8919/? [55:43<00:00,  2.67it/s]
Epoch 0: |          | 8919/? [55:43<00:00,  2.67it/s]
Epoch 0: |          | 8920/? [55:44<00:00,  2.67it/s]
Epoch 0: |          | 8920/? [55:44<00:00,  2.67it/s]
Epoch 0: |          | 8921/? [55:44<00:00,  2.67it/s]
Epoch 0: |          | 8921/? [55:44<00:00,  2.67it/s]
Epoch 0: |          | 8922/? [55:44<00:00,  2.67it/s]
Epoch 0: |          | 8922/? [55:44<00:00,  2.67it/s]
Epoch 0: |          | 8923/? [55:44<00:00,  2.67it/s]
Epoch 0: |          | 8923/? [55:44<00:00,  2.67it/s]
Epoch 0: |          | 8924/? [55:45<00:00,  2.67it/s]
Epoch 0: |          | 8924/? [55:45<00:00,  2.67it/s]
Epoch 0: |          | 8925/? [55:45<00:00,  2.67it/s]
Epoch 0: |          | 8925/? [55:45<00:00,  2.67it/s]
Epoch 0: |          | 8926/? [55:45<00:00,  2.67it/s]
Epoch 0: |          | 8926/? [55:45<00:00,  2.67it/s]
Epoch 0: |          | 8927/? [55:45<00:00,  2.67it/s]
Epoch 0: |          | 8927/? [55:45<00:00,  2.67it/s]
Epoch 0: |          | 8928/? [55:46<00:00,  2.67it/s]
Epoch 0: |          | 8928/? [55:46<00:00,  2.67it/s]
Epoch 0: |          | 8929/? [55:46<00:00,  2.67it/s]
Epoch 0: |          | 8929/? [55:46<00:00,  2.67it/s]
Epoch 0: |          | 8930/? [55:46<00:00,  2.67it/s]
Epoch 0: |          | 8930/? [55:46<00:00,  2.67it/s]
Epoch 0: |          | 8931/? [55:47<00:00,  2.67it/s]
Epoch 0: |          | 8931/? [55:47<00:00,  2.67it/s]
Epoch 0: |          | 8932/? [55:47<00:00,  2.67it/s]
Epoch 0: |          | 8932/? [55:47<00:00,  2.67it/s]
Epoch 0: |          | 8933/? [55:47<00:00,  2.67it/s]
Epoch 0: |          | 8933/? [55:47<00:00,  2.67it/s]
Epoch 0: |          | 8934/? [55:47<00:00,  2.67it/s]
Epoch 0: |          | 8934/? [55:47<00:00,  2.67it/s]
Epoch 0: |          | 8935/? [55:48<00:00,  2.67it/s]
Epoch 0: |          | 8935/? [55:48<00:00,  2.67it/s]
Epoch 0: |          | 8936/? [55:48<00:00,  2.67it/s]
Epoch 0: |          | 8936/? [55:48<00:00,  2.67it/s]
Epoch 0: |          | 8937/? [55:48<00:00,  2.67it/s]
Epoch 0: |          | 8937/? [55:48<00:00,  2.67it/s]
Epoch 0: |          | 8938/? [55:48<00:00,  2.67it/s]
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Epoch 0: |          | 8956/? [55:53<00:00,  2.67it/s]
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Epoch 0: |          | 8959/? [55:54<00:00,  2.67it/s]
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Epoch 0: |          | 8960/? [55:54<00:00,  2.67it/s]
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Epoch 0: |          | 8961/? [55:55<00:00,  2.67it/s]
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Epoch 0: |          | 8962/? [55:55<00:00,  2.67it/s]
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Epoch 0: |          | 8963/? [55:55<00:00,  2.67it/s]
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Epoch 0: |          | 8964/? [55:55<00:00,  2.67it/s]
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Epoch 0: |          | 8965/? [55:56<00:00,  2.67it/s]
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Epoch 0: |          | 8966/? [55:56<00:00,  2.67it/s]
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Epoch 0: |          | 8967/? [55:56<00:00,  2.67it/s]
Epoch 0: |          | 8967/? [55:56<00:00,  2.67it/s]
Epoch 0: |          | 8968/? [55:56<00:00,  2.67it/s]
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Epoch 0: |          | 8969/? [55:57<00:00,  2.67it/s]
Epoch 0: |          | 8969/? [55:57<00:00,  2.67it/s]
Epoch 0: |          | 8970/? [55:57<00:00,  2.67it/s]
Epoch 0: |          | 8970/? [55:57<00:00,  2.67it/s]
Epoch 0: |          | 8971/? [55:57<00:00,  2.67it/s]
Epoch 0: |          | 8971/? [55:57<00:00,  2.67it/s]
Epoch 0: |          | 8972/? [55:58<00:00,  2.67it/s]
Epoch 0: |          | 8972/? [55:58<00:00,  2.67it/s]
Epoch 0: |          | 8973/? [55:58<00:00,  2.67it/s]
Epoch 0: |          | 8973/? [55:58<00:00,  2.67it/s]
Epoch 0: |          | 8974/? [55:58<00:00,  2.67it/s]
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Epoch 0: |          | 8975/? [55:58<00:00,  2.67it/s]
Epoch 0: |          | 8975/? [55:58<00:00,  2.67it/s]
Epoch 0: |          | 8976/? [55:59<00:00,  2.67it/s]
Epoch 0: |          | 8976/? [55:59<00:00,  2.67it/s]
Epoch 0: |          | 8977/? [55:59<00:00,  2.67it/s]
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Epoch 0: |          | 8978/? [55:59<00:00,  2.67it/s]
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Epoch 0: |          | 8979/? [55:59<00:00,  2.67it/s]
Epoch 0: |          | 8979/? [55:59<00:00,  2.67it/s]
Epoch 0: |          | 8980/? [56:00<00:00,  2.67it/s]
Epoch 0: |          | 8980/? [56:00<00:00,  2.67it/s]
Epoch 0: |          | 8981/? [56:00<00:00,  2.67it/s]
Epoch 0: |          | 8981/? [56:00<00:00,  2.67it/s]
Epoch 0: |          | 8982/? [56:00<00:00,  2.67it/s]
Epoch 0: |          | 8982/? [56:00<00:00,  2.67it/s]
Epoch 0: |          | 8983/? [56:01<00:00,  2.67it/s]
Epoch 0: |          | 8983/? [56:01<00:00,  2.67it/s]
Epoch 0: |          | 8984/? [56:01<00:00,  2.67it/s]
Epoch 0: |          | 8984/? [56:01<00:00,  2.67it/s]
Epoch 0: |          | 8985/? [56:01<00:00,  2.67it/s]
Epoch 0: |          | 8985/? [56:01<00:00,  2.67it/s]
Epoch 0: |          | 8986/? [56:01<00:00,  2.67it/s]
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Epoch 0: |          | 8987/? [56:02<00:00,  2.67it/s]
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Epoch 0: |          | 8988/? [56:02<00:00,  2.67it/s]
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Epoch 0: |          | 8989/? [56:02<00:00,  2.67it/s]
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Epoch 0: |          | 8990/? [56:03<00:00,  2.67it/s]
Epoch 0: |          | 8990/? [56:03<00:00,  2.67it/s]
Epoch 0: |          | 8991/? [56:03<00:00,  2.67it/s]
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Epoch 0: |          | 8992/? [56:03<00:00,  2.67it/s]
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Epoch 0: |          | 8993/? [56:03<00:00,  2.67it/s]
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Epoch 0: |          | 8994/? [56:04<00:00,  2.67it/s]
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Epoch 0: |          | 8995/? [56:04<00:00,  2.67it/s]
Epoch 0: |          | 8995/? [56:04<00:00,  2.67it/s]
Epoch 0: |          | 8996/? [56:04<00:00,  2.67it/s]
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Epoch 0: |          | 8997/? [56:04<00:00,  2.67it/s]
Epoch 0: |          | 8997/? [56:04<00:00,  2.67it/s]
Epoch 0: |          | 8998/? [56:05<00:00,  2.67it/s]
Epoch 0: |          | 8998/? [56:05<00:00,  2.67it/s]
Epoch 0: |          | 8999/? [56:05<00:00,  2.67it/s]
Epoch 0: |          | 8999/? [56:05<00:00,  2.67it/s]
Epoch 0: |          | 9000/? [56:05<00:00,  2.67it/s]
Epoch 0: |          | 9000/? [56:05<00:00,  2.67it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.60it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.61it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.94it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.10it/s]

Epoch 0: |          | 9000/? [56:06<00:00,  2.67it/s]
Epoch 0: |          | 9001/? [56:06<00:00,  2.67it/s]
Epoch 0: |          | 9001/? [56:06<00:00,  2.67it/s]
Epoch 0: |          | 9002/? [56:06<00:00,  2.67it/s]
Epoch 0: |          | 9002/? [56:06<00:00,  2.67it/s]
Epoch 0: |          | 9003/? [56:06<00:00,  2.67it/s]
Epoch 0: |          | 9003/? [56:06<00:00,  2.67it/s]
Epoch 0: |          | 9004/? [56:07<00:00,  2.67it/s]
Epoch 0: |          | 9004/? [56:07<00:00,  2.67it/s]
Epoch 0: |          | 9005/? [56:07<00:00,  2.67it/s]
Epoch 0: |          | 9005/? [56:07<00:00,  2.67it/s]
Epoch 0: |          | 9006/? [56:07<00:00,  2.67it/s]
Epoch 0: |          | 9006/? [56:07<00:00,  2.67it/s]
Epoch 0: |          | 9007/? [56:08<00:00,  2.67it/s]
Epoch 0: |          | 9007/? [56:08<00:00,  2.67it/s]
Epoch 0: |          | 9008/? [56:08<00:00,  2.67it/s]
Epoch 0: |          | 9008/? [56:08<00:00,  2.67it/s]
Epoch 0: |          | 9009/? [56:08<00:00,  2.67it/s]
Epoch 0: |          | 9009/? [56:08<00:00,  2.67it/s]
Epoch 0: |          | 9010/? [56:08<00:00,  2.67it/s]
Epoch 0: |          | 9010/? [56:08<00:00,  2.67it/s]
Epoch 0: |          | 9011/? [56:09<00:00,  2.67it/s]
Epoch 0: |          | 9011/? [56:09<00:00,  2.67it/s]
Epoch 0: |          | 9012/? [56:09<00:00,  2.67it/s]
Epoch 0: |          | 9012/? [56:09<00:00,  2.67it/s]
Epoch 0: |          | 9013/? [56:09<00:00,  2.67it/s]
Epoch 0: |          | 9013/? [56:09<00:00,  2.67it/s]
Epoch 0: |          | 9014/? [56:10<00:00,  2.67it/s]
Epoch 0: |          | 9014/? [56:10<00:00,  2.67it/s]
Epoch 0: |          | 9015/? [56:10<00:00,  2.67it/s]
Epoch 0: |          | 9015/? [56:10<00:00,  2.67it/s]
Epoch 0: |          | 9016/? [56:10<00:00,  2.67it/s]
Epoch 0: |          | 9016/? [56:10<00:00,  2.67it/s]
Epoch 0: |          | 9017/? [56:10<00:00,  2.67it/s]
Epoch 0: |          | 9017/? [56:10<00:00,  2.67it/s]
Epoch 0: |          | 9018/? [56:11<00:00,  2.67it/s]
Epoch 0: |          | 9018/? [56:11<00:00,  2.67it/s]
Epoch 0: |          | 9019/? [56:11<00:00,  2.68it/s]
Epoch 0: |          | 9019/? [56:11<00:00,  2.68it/s]
Epoch 0: |          | 9020/? [56:11<00:00,  2.68it/s]
Epoch 0: |          | 9020/? [56:11<00:00,  2.68it/s]
Epoch 0: |          | 9021/? [56:12<00:00,  2.68it/s]
Epoch 0: |          | 9021/? [56:12<00:00,  2.68it/s]
Epoch 0: |          | 9022/? [56:12<00:00,  2.68it/s]
Epoch 0: |          | 9022/? [56:12<00:00,  2.68it/s]
Epoch 0: |          | 9023/? [56:12<00:00,  2.68it/s]
Epoch 0: |          | 9023/? [56:12<00:00,  2.68it/s]
Epoch 0: |          | 9024/? [56:12<00:00,  2.68it/s]
Epoch 0: |          | 9024/? [56:12<00:00,  2.68it/s]
Epoch 0: |          | 9025/? [56:13<00:00,  2.68it/s]
Epoch 0: |          | 9025/? [56:13<00:00,  2.68it/s]
Epoch 0: |          | 9026/? [56:13<00:00,  2.68it/s]
Epoch 0: |          | 9026/? [56:13<00:00,  2.68it/s]
Epoch 0: |          | 9027/? [56:13<00:00,  2.68it/s]
Epoch 0: |          | 9027/? [56:13<00:00,  2.68it/s]
Epoch 0: |          | 9028/? [56:13<00:00,  2.68it/s]
Epoch 0: |          | 9028/? [56:13<00:00,  2.68it/s]
Epoch 0: |          | 9029/? [56:14<00:00,  2.68it/s]
Epoch 0: |          | 9029/? [56:14<00:00,  2.68it/s]
Epoch 0: |          | 9030/? [56:14<00:00,  2.68it/s]
Epoch 0: |          | 9030/? [56:14<00:00,  2.68it/s]
Epoch 0: |          | 9031/? [56:14<00:00,  2.68it/s]
Epoch 0: |          | 9031/? [56:14<00:00,  2.68it/s]
Epoch 0: |          | 9032/? [56:15<00:00,  2.68it/s]
Epoch 0: |          | 9032/? [56:15<00:00,  2.68it/s]
Epoch 0: |          | 9033/? [56:15<00:00,  2.68it/s]
Epoch 0: |          | 9033/? [56:15<00:00,  2.68it/s]
Epoch 0: |          | 9034/? [56:15<00:00,  2.68it/s]
Epoch 0: |          | 9034/? [56:15<00:00,  2.68it/s]
Epoch 0: |          | 9035/? [56:15<00:00,  2.68it/s]
Epoch 0: |          | 9035/? [56:15<00:00,  2.68it/s]
Epoch 0: |          | 9036/? [56:16<00:00,  2.68it/s]
Epoch 0: |          | 9036/? [56:16<00:00,  2.68it/s]
Epoch 0: |          | 9037/? [56:16<00:00,  2.68it/s]
Epoch 0: |          | 9037/? [56:16<00:00,  2.68it/s]
Epoch 0: |          | 9038/? [56:16<00:00,  2.68it/s]
Epoch 0: |          | 9038/? [56:16<00:00,  2.68it/s]
Epoch 0: |          | 9039/? [56:16<00:00,  2.68it/s]
Epoch 0: |          | 9039/? [56:16<00:00,  2.68it/s]
Epoch 0: |          | 9040/? [56:17<00:00,  2.68it/s]
Epoch 0: |          | 9040/? [56:17<00:00,  2.68it/s]
Epoch 0: |          | 9041/? [56:17<00:00,  2.68it/s]
Epoch 0: |          | 9041/? [56:17<00:00,  2.68it/s]
Epoch 0: |          | 9042/? [56:17<00:00,  2.68it/s]
Epoch 0: |          | 9042/? [56:17<00:00,  2.68it/s]
Epoch 0: |          | 9043/? [56:18<00:00,  2.68it/s]
Epoch 0: |          | 9043/? [56:18<00:00,  2.68it/s]
Epoch 0: |          | 9044/? [56:18<00:00,  2.68it/s]
Epoch 0: |          | 9044/? [56:18<00:00,  2.68it/s]
Epoch 0: |          | 9045/? [56:18<00:00,  2.68it/s]
Epoch 0: |          | 9045/? [56:18<00:00,  2.68it/s]
Epoch 0: |          | 9046/? [56:19<00:00,  2.68it/s]
Epoch 0: |          | 9046/? [56:19<00:00,  2.68it/s]
Epoch 0: |          | 9047/? [56:19<00:00,  2.68it/s]
Epoch 0: |          | 9047/? [56:19<00:00,  2.68it/s]
Epoch 0: |          | 9048/? [56:19<00:00,  2.68it/s]
Epoch 0: |          | 9048/? [56:19<00:00,  2.68it/s]
Epoch 0: |          | 9049/? [56:19<00:00,  2.68it/s]
Epoch 0: |          | 9049/? [56:19<00:00,  2.68it/s]
Epoch 0: |          | 9050/? [56:20<00:00,  2.68it/s]
Epoch 0: |          | 9050/? [56:20<00:00,  2.68it/s]
Epoch 0: |          | 9051/? [56:20<00:00,  2.68it/s]
Epoch 0: |          | 9051/? [56:20<00:00,  2.68it/s]
Epoch 0: |          | 9052/? [56:20<00:00,  2.68it/s]
Epoch 0: |          | 9052/? [56:20<00:00,  2.68it/s]
Epoch 0: |          | 9053/? [56:20<00:00,  2.68it/s]
Epoch 0: |          | 9053/? [56:20<00:00,  2.68it/s]
Epoch 0: |          | 9054/? [56:21<00:00,  2.68it/s]
Epoch 0: |          | 9054/? [56:21<00:00,  2.68it/s]
Epoch 0: |          | 9055/? [56:21<00:00,  2.68it/s]
Epoch 0: |          | 9055/? [56:21<00:00,  2.68it/s]
Epoch 0: |          | 9056/? [56:21<00:00,  2.68it/s]
Epoch 0: |          | 9056/? [56:21<00:00,  2.68it/s]
Epoch 0: |          | 9057/? [56:21<00:00,  2.68it/s]
Epoch 0: |          | 9057/? [56:21<00:00,  2.68it/s]
Epoch 0: |          | 9058/? [56:22<00:00,  2.68it/s]
Epoch 0: |          | 9058/? [56:22<00:00,  2.68it/s]
Epoch 0: |          | 9059/? [56:22<00:00,  2.68it/s]
Epoch 0: |          | 9059/? [56:22<00:00,  2.68it/s]
Epoch 0: |          | 9060/? [56:22<00:00,  2.68it/s]
Epoch 0: |          | 9060/? [56:22<00:00,  2.68it/s]
Epoch 0: |          | 9061/? [56:23<00:00,  2.68it/s]
Epoch 0: |          | 9061/? [56:23<00:00,  2.68it/s]
Epoch 0: |          | 9062/? [56:23<00:00,  2.68it/s]
Epoch 0: |          | 9062/? [56:23<00:00,  2.68it/s]
Epoch 0: |          | 9063/? [56:23<00:00,  2.68it/s]
Epoch 0: |          | 9063/? [56:23<00:00,  2.68it/s]
Epoch 0: |          | 9064/? [56:23<00:00,  2.68it/s]
Epoch 0: |          | 9064/? [56:23<00:00,  2.68it/s]
Epoch 0: |          | 9065/? [56:24<00:00,  2.68it/s]
Epoch 0: |          | 9065/? [56:24<00:00,  2.68it/s]
Epoch 0: |          | 9066/? [56:24<00:00,  2.68it/s]
Epoch 0: |          | 9066/? [56:24<00:00,  2.68it/s]
Epoch 0: |          | 9067/? [56:24<00:00,  2.68it/s]
Epoch 0: |          | 9067/? [56:24<00:00,  2.68it/s]
Epoch 0: |          | 9068/? [56:24<00:00,  2.68it/s]
Epoch 0: |          | 9068/? [56:24<00:00,  2.68it/s]
Epoch 0: |          | 9069/? [56:25<00:00,  2.68it/s]
Epoch 0: |          | 9069/? [56:25<00:00,  2.68it/s]
Epoch 0: |          | 9070/? [56:25<00:00,  2.68it/s]
Epoch 0: |          | 9070/? [56:25<00:00,  2.68it/s]
Epoch 0: |          | 9071/? [56:25<00:00,  2.68it/s]
Epoch 0: |          | 9071/? [56:25<00:00,  2.68it/s]
Epoch 0: |          | 9072/? [56:26<00:00,  2.68it/s]
Epoch 0: |          | 9072/? [56:26<00:00,  2.68it/s]
Epoch 0: |          | 9073/? [56:26<00:00,  2.68it/s]
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Epoch 0: |          | 9200/? [57:00<00:00,  2.69it/s]
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Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.73it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.93it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.54it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.81it/s]

Epoch 0: |          | 9200/? [57:00<00:00,  2.69it/s]
Epoch 0: |          | 9201/? [57:00<00:00,  2.69it/s]
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Epoch 0: |          | 9276/? [57:21<00:00,  2.70it/s]
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Epoch 0: |          | 9277/? [57:21<00:00,  2.70it/s]
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Epoch 0: |          | 9280/? [57:22<00:00,  2.70it/s]
Epoch 0: |          | 9280/? [57:22<00:00,  2.70it/s]
Epoch 0: |          | 9281/? [57:22<00:00,  2.70it/s]
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Epoch 0: |          | 9282/? [57:22<00:00,  2.70it/s]
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Epoch 0: |          | 9284/? [57:23<00:00,  2.70it/s]
Epoch 0: |          | 9284/? [57:23<00:00,  2.70it/s]
Epoch 0: |          | 9285/? [57:23<00:00,  2.70it/s]
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Epoch 0: |          | 9286/? [57:23<00:00,  2.70it/s]
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Epoch 0: |          | 9287/? [57:23<00:00,  2.70it/s]
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Epoch 0: |          | 9288/? [57:24<00:00,  2.70it/s]
Epoch 0: |          | 9288/? [57:24<00:00,  2.70it/s]
Epoch 0: |          | 9289/? [57:24<00:00,  2.70it/s]
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Epoch 0: |          | 9290/? [57:24<00:00,  2.70it/s]
Epoch 0: |          | 9290/? [57:24<00:00,  2.70it/s]
Epoch 0: |          | 9291/? [57:25<00:00,  2.70it/s]
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Epoch 0: |          | 9292/? [57:25<00:00,  2.70it/s]
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Epoch 0: |          | 9293/? [57:25<00:00,  2.70it/s]
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Epoch 0: |          | 9294/? [57:25<00:00,  2.70it/s]
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Epoch 0: |          | 9295/? [57:26<00:00,  2.70it/s]
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Epoch 0: |          | 9296/? [57:26<00:00,  2.70it/s]
Epoch 0: |          | 9296/? [57:26<00:00,  2.70it/s]
Epoch 0: |          | 9297/? [57:26<00:00,  2.70it/s]
Epoch 0: |          | 9297/? [57:26<00:00,  2.70it/s]
Epoch 0: |          | 9298/? [57:26<00:00,  2.70it/s]
Epoch 0: |          | 9298/? [57:26<00:00,  2.70it/s]
Epoch 0: |          | 9299/? [57:27<00:00,  2.70it/s]
Epoch 0: |          | 9299/? [57:27<00:00,  2.70it/s]
Epoch 0: |          | 9300/? [57:27<00:00,  2.70it/s]
Epoch 0: |          | 9300/? [57:27<00:00,  2.70it/s]
Epoch 0: |          | 9301/? [57:27<00:00,  2.70it/s]
Epoch 0: |          | 9301/? [57:27<00:00,  2.70it/s]
Epoch 0: |          | 9302/? [57:28<00:00,  2.70it/s]
Epoch 0: |          | 9302/? [57:28<00:00,  2.70it/s]
Epoch 0: |          | 9303/? [57:28<00:00,  2.70it/s]
Epoch 0: |          | 9303/? [57:28<00:00,  2.70it/s]
Epoch 0: |          | 9304/? [57:28<00:00,  2.70it/s]
Epoch 0: |          | 9304/? [57:28<00:00,  2.70it/s]
Epoch 0: |          | 9305/? [57:28<00:00,  2.70it/s]
Epoch 0: |          | 9305/? [57:28<00:00,  2.70it/s]
Epoch 0: |          | 9306/? [57:29<00:00,  2.70it/s]
Epoch 0: |          | 9306/? [57:29<00:00,  2.70it/s]
Epoch 0: |          | 9307/? [57:29<00:00,  2.70it/s]
Epoch 0: |          | 9307/? [57:29<00:00,  2.70it/s]
Epoch 0: |          | 9308/? [57:29<00:00,  2.70it/s]
Epoch 0: |          | 9308/? [57:29<00:00,  2.70it/s]
Epoch 0: |          | 9309/? [57:29<00:00,  2.70it/s]
Epoch 0: |          | 9309/? [57:29<00:00,  2.70it/s]
Epoch 0: |          | 9310/? [57:30<00:00,  2.70it/s]
Epoch 0: |          | 9310/? [57:30<00:00,  2.70it/s]
Epoch 0: |          | 9311/? [57:30<00:00,  2.70it/s]
Epoch 0: |          | 9311/? [57:30<00:00,  2.70it/s]
Epoch 0: |          | 9312/? [57:30<00:00,  2.70it/s]
Epoch 0: |          | 9312/? [57:30<00:00,  2.70it/s]
Epoch 0: |          | 9313/? [57:30<00:00,  2.70it/s]
Epoch 0: |          | 9313/? [57:30<00:00,  2.70it/s]
Epoch 0: |          | 9314/? [57:31<00:00,  2.70it/s]
Epoch 0: |          | 9314/? [57:31<00:00,  2.70it/s]
Epoch 0: |          | 9315/? [57:31<00:00,  2.70it/s]
Epoch 0: |          | 9315/? [57:31<00:00,  2.70it/s]
Epoch 0: |          | 9316/? [57:31<00:00,  2.70it/s]
Epoch 0: |          | 9316/? [57:31<00:00,  2.70it/s]
Epoch 0: |          | 9317/? [57:32<00:00,  2.70it/s]
Epoch 0: |          | 9317/? [57:32<00:00,  2.70it/s]
Epoch 0: |          | 9318/? [57:32<00:00,  2.70it/s]
Epoch 0: |          | 9318/? [57:32<00:00,  2.70it/s]
Epoch 0: |          | 9319/? [57:32<00:00,  2.70it/s]
Epoch 0: |          | 9319/? [57:32<00:00,  2.70it/s]
Epoch 0: |          | 9320/? [57:32<00:00,  2.70it/s]
Epoch 0: |          | 9320/? [57:32<00:00,  2.70it/s]
Epoch 0: |          | 9321/? [57:33<00:00,  2.70it/s]
Epoch 0: |          | 9321/? [57:33<00:00,  2.70it/s]
Epoch 0: |          | 9322/? [57:33<00:00,  2.70it/s]
Epoch 0: |          | 9322/? [57:33<00:00,  2.70it/s]
Epoch 0: |          | 9323/? [57:33<00:00,  2.70it/s]
Epoch 0: |          | 9323/? [57:33<00:00,  2.70it/s]
Epoch 0: |          | 9324/? [57:33<00:00,  2.70it/s]
Epoch 0: |          | 9324/? [57:33<00:00,  2.70it/s]
Epoch 0: |          | 9325/? [57:34<00:00,  2.70it/s]
Epoch 0: |          | 9325/? [57:34<00:00,  2.70it/s]
Epoch 0: |          | 9326/? [57:34<00:00,  2.70it/s]
Epoch 0: |          | 9326/? [57:34<00:00,  2.70it/s]
Epoch 0: |          | 9327/? [57:34<00:00,  2.70it/s]
Epoch 0: |          | 9327/? [57:34<00:00,  2.70it/s]
Epoch 0: |          | 9328/? [57:34<00:00,  2.70it/s]
Epoch 0: |          | 9328/? [57:34<00:00,  2.70it/s]
Epoch 0: |          | 9329/? [57:35<00:00,  2.70it/s]
Epoch 0: |          | 9329/? [57:35<00:00,  2.70it/s]
Epoch 0: |          | 9330/? [57:35<00:00,  2.70it/s]
Epoch 0: |          | 9330/? [57:35<00:00,  2.70it/s]
Epoch 0: |          | 9331/? [57:35<00:00,  2.70it/s]
Epoch 0: |          | 9331/? [57:35<00:00,  2.70it/s]
Epoch 0: |          | 9332/? [57:36<00:00,  2.70it/s]
Epoch 0: |          | 9332/? [57:36<00:00,  2.70it/s]
Epoch 0: |          | 9333/? [57:36<00:00,  2.70it/s]
Epoch 0: |          | 9333/? [57:36<00:00,  2.70it/s]
Epoch 0: |          | 9334/? [57:36<00:00,  2.70it/s]
Epoch 0: |          | 9334/? [57:36<00:00,  2.70it/s]
Epoch 0: |          | 9335/? [57:36<00:00,  2.70it/s]
Epoch 0: |          | 9335/? [57:36<00:00,  2.70it/s]
Epoch 0: |          | 9336/? [57:37<00:00,  2.70it/s]
Epoch 0: |          | 9336/? [57:37<00:00,  2.70it/s]
Epoch 0: |          | 9337/? [57:37<00:00,  2.70it/s]
Epoch 0: |          | 9337/? [57:37<00:00,  2.70it/s]
Epoch 0: |          | 9338/? [57:37<00:00,  2.70it/s]
Epoch 0: |          | 9338/? [57:37<00:00,  2.70it/s]
Epoch 0: |          | 9339/? [57:37<00:00,  2.70it/s]
Epoch 0: |          | 9339/? [57:37<00:00,  2.70it/s]
Epoch 0: |          | 9340/? [57:38<00:00,  2.70it/s]
Epoch 0: |          | 9340/? [57:38<00:00,  2.70it/s]
Epoch 0: |          | 9341/? [57:38<00:00,  2.70it/s]
Epoch 0: |          | 9341/? [57:38<00:00,  2.70it/s]
Epoch 0: |          | 9342/? [57:38<00:00,  2.70it/s]
Epoch 0: |          | 9342/? [57:38<00:00,  2.70it/s]
Epoch 0: |          | 9343/? [57:39<00:00,  2.70it/s]
Epoch 0: |          | 9343/? [57:39<00:00,  2.70it/s]
Epoch 0: |          | 9344/? [57:39<00:00,  2.70it/s]
Epoch 0: |          | 9344/? [57:39<00:00,  2.70it/s]
Epoch 0: |          | 9345/? [57:39<00:00,  2.70it/s]
Epoch 0: |          | 9345/? [57:39<00:00,  2.70it/s]
Epoch 0: |          | 9346/? [57:39<00:00,  2.70it/s]
Epoch 0: |          | 9346/? [57:39<00:00,  2.70it/s]
Epoch 0: |          | 9347/? [57:40<00:00,  2.70it/s]
Epoch 0: |          | 9347/? [57:40<00:00,  2.70it/s]
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Epoch 0: |          | 9348/? [57:40<00:00,  2.70it/s]
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Epoch 0: |          | 9349/? [57:40<00:00,  2.70it/s]
Epoch 0: |          | 9350/? [57:40<00:00,  2.70it/s]
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Epoch 0: |          | 9369/? [57:46<00:00,  2.70it/s]
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Epoch 0: |          | 9370/? [57:46<00:00,  2.70it/s]
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Epoch 0: |          | 9371/? [57:46<00:00,  2.70it/s]
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Epoch 0: |          | 9373/? [57:47<00:00,  2.70it/s]
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Epoch 0: |          | 9377/? [57:48<00:00,  2.70it/s]
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Epoch 0: |          | 9378/? [57:48<00:00,  2.70it/s]
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Epoch 0: |          | 9379/? [57:48<00:00,  2.70it/s]
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Epoch 0: |          | 9380/? [57:48<00:00,  2.70it/s]
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Epoch 0: |          | 9381/? [57:49<00:00,  2.70it/s]
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Epoch 0: |          | 9382/? [57:49<00:00,  2.70it/s]
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Epoch 0: |          | 9383/? [57:49<00:00,  2.70it/s]
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Epoch 0: |          | 9384/? [57:50<00:00,  2.70it/s]
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Epoch 0: |          | 9387/? [57:50<00:00,  2.70it/s]
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Epoch 0: |          | 9388/? [57:51<00:00,  2.70it/s]
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Epoch 0: |          | 9389/? [57:51<00:00,  2.70it/s]
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Epoch 0: |          | 9390/? [57:51<00:00,  2.70it/s]
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Epoch 0: |          | 9391/? [57:51<00:00,  2.70it/s]
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Epoch 0: |          | 9392/? [57:52<00:00,  2.70it/s]
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Epoch 0: |          | 9393/? [57:52<00:00,  2.70it/s]
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Epoch 0: |          | 9394/? [57:52<00:00,  2.71it/s]
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Epoch 0: |          | 9395/? [57:52<00:00,  2.71it/s]
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Epoch 0: |          | 9396/? [57:53<00:00,  2.71it/s]
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Epoch 0: |          | 9397/? [57:53<00:00,  2.71it/s]
Epoch 0: |          | 9397/? [57:53<00:00,  2.71it/s]
Epoch 0: |          | 9398/? [57:53<00:00,  2.71it/s]
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Epoch 0: |          | 9399/? [57:54<00:00,  2.71it/s]
Epoch 0: |          | 9399/? [57:54<00:00,  2.71it/s]
Epoch 0: |          | 9400/? [57:54<00:00,  2.71it/s]
Epoch 0: |          | 9400/? [57:54<00:00,  2.71it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.58it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.14it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.86it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.81it/s]

Epoch 0: |          | 9400/? [57:54<00:00,  2.71it/s]
Epoch 0: |          | 9401/? [57:54<00:00,  2.71it/s]
Epoch 0: |          | 9401/? [57:54<00:00,  2.71it/s]
Epoch 0: |          | 9402/? [57:55<00:00,  2.71it/s]
Epoch 0: |          | 9402/? [57:55<00:00,  2.71it/s]
Epoch 0: |          | 9403/? [57:55<00:00,  2.71it/s]
Epoch 0: |          | 9403/? [57:55<00:00,  2.71it/s]
Epoch 0: |          | 9404/? [57:55<00:00,  2.71it/s]
Epoch 0: |          | 9404/? [57:55<00:00,  2.71it/s]
Epoch 0: |          | 9405/? [57:55<00:00,  2.71it/s]
Epoch 0: |          | 9405/? [57:55<00:00,  2.71it/s]
Epoch 0: |          | 9406/? [57:56<00:00,  2.71it/s]
Epoch 0: |          | 9406/? [57:56<00:00,  2.71it/s]
Epoch 0: |          | 9407/? [57:56<00:00,  2.71it/s]
Epoch 0: |          | 9407/? [57:56<00:00,  2.71it/s]
Epoch 0: |          | 9408/? [57:56<00:00,  2.71it/s]
Epoch 0: |          | 9408/? [57:56<00:00,  2.71it/s]
Epoch 0: |          | 9409/? [57:57<00:00,  2.71it/s]
Epoch 0: |          | 9409/? [57:57<00:00,  2.71it/s]
Epoch 0: |          | 9410/? [57:57<00:00,  2.71it/s]
Epoch 0: |          | 9410/? [57:57<00:00,  2.71it/s]
Epoch 0: |          | 9411/? [57:57<00:00,  2.71it/s]
Epoch 0: |          | 9411/? [57:57<00:00,  2.71it/s]
Epoch 0: |          | 9412/? [57:57<00:00,  2.71it/s]
Epoch 0: |          | 9412/? [57:57<00:00,  2.71it/s]
Epoch 0: |          | 9413/? [57:58<00:00,  2.71it/s]
Epoch 0: |          | 9413/? [57:58<00:00,  2.71it/s]
Epoch 0: |          | 9414/? [57:58<00:00,  2.71it/s]
Epoch 0: |          | 9414/? [57:58<00:00,  2.71it/s]
Epoch 0: |          | 9415/? [57:58<00:00,  2.71it/s]
Epoch 0: |          | 9415/? [57:58<00:00,  2.71it/s]
Epoch 0: |          | 9416/? [57:58<00:00,  2.71it/s]
Epoch 0: |          | 9416/? [57:58<00:00,  2.71it/s]
Epoch 0: |          | 9417/? [57:59<00:00,  2.71it/s]
Epoch 0: |          | 9417/? [57:59<00:00,  2.71it/s]
Epoch 0: |          | 9418/? [57:59<00:00,  2.71it/s]
Epoch 0: |          | 9418/? [57:59<00:00,  2.71it/s]
Epoch 0: |          | 9419/? [57:59<00:00,  2.71it/s]
Epoch 0: |          | 9419/? [57:59<00:00,  2.71it/s]
Epoch 0: |          | 9420/? [57:59<00:00,  2.71it/s]
Epoch 0: |          | 9420/? [57:59<00:00,  2.71it/s]
Epoch 0: |          | 9421/? [58:00<00:00,  2.71it/s]
Epoch 0: |          | 9421/? [58:00<00:00,  2.71it/s]
Epoch 0: |          | 9422/? [58:00<00:00,  2.71it/s]
Epoch 0: |          | 9422/? [58:00<00:00,  2.71it/s]
Epoch 0: |          | 9423/? [58:00<00:00,  2.71it/s]
Epoch 0: |          | 9423/? [58:00<00:00,  2.71it/s]
Epoch 0: |          | 9424/? [58:00<00:00,  2.71it/s]
Epoch 0: |          | 9424/? [58:00<00:00,  2.71it/s]
Epoch 0: |          | 9425/? [58:01<00:00,  2.71it/s]
Epoch 0: |          | 9425/? [58:01<00:00,  2.71it/s]
Epoch 0: |          | 9426/? [58:01<00:00,  2.71it/s]
Epoch 0: |          | 9426/? [58:01<00:00,  2.71it/s]
Epoch 0: |          | 9427/? [58:01<00:00,  2.71it/s]
Epoch 0: |          | 9427/? [58:01<00:00,  2.71it/s]
Epoch 0: |          | 9428/? [58:02<00:00,  2.71it/s]
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Epoch 0: |          | 9429/? [58:02<00:00,  2.71it/s]
Epoch 0: |          | 9429/? [58:02<00:00,  2.71it/s]
Epoch 0: |          | 9430/? [58:02<00:00,  2.71it/s]
Epoch 0: |          | 9430/? [58:02<00:00,  2.71it/s]
Epoch 0: |          | 9431/? [58:02<00:00,  2.71it/s]
Epoch 0: |          | 9431/? [58:02<00:00,  2.71it/s]
Epoch 0: |          | 9432/? [58:03<00:00,  2.71it/s]
Epoch 0: |          | 9432/? [58:03<00:00,  2.71it/s]
Epoch 0: |          | 9433/? [58:03<00:00,  2.71it/s]
Epoch 0: |          | 9433/? [58:03<00:00,  2.71it/s]
Epoch 0: |          | 9434/? [58:03<00:00,  2.71it/s]
Epoch 0: |          | 9434/? [58:03<00:00,  2.71it/s]
Epoch 0: |          | 9435/? [58:03<00:00,  2.71it/s]
Epoch 0: |          | 9435/? [58:03<00:00,  2.71it/s]
Epoch 0: |          | 9436/? [58:04<00:00,  2.71it/s]
Epoch 0: |          | 9436/? [58:04<00:00,  2.71it/s]
Epoch 0: |          | 9437/? [58:04<00:00,  2.71it/s]
Epoch 0: |          | 9437/? [58:04<00:00,  2.71it/s]
Epoch 0: |          | 9438/? [58:04<00:00,  2.71it/s]
Epoch 0: |          | 9438/? [58:04<00:00,  2.71it/s]
Epoch 0: |          | 9439/? [58:04<00:00,  2.71it/s]
Epoch 0: |          | 9439/? [58:04<00:00,  2.71it/s]
Epoch 0: |          | 9440/? [58:05<00:00,  2.71it/s]
Epoch 0: |          | 9440/? [58:05<00:00,  2.71it/s]
Epoch 0: |          | 9441/? [58:05<00:00,  2.71it/s]
Epoch 0: |          | 9441/? [58:05<00:00,  2.71it/s]
Epoch 0: |          | 9442/? [58:05<00:00,  2.71it/s]
Epoch 0: |          | 9442/? [58:05<00:00,  2.71it/s]
Epoch 0: |          | 9443/? [58:06<00:00,  2.71it/s]
Epoch 0: |          | 9443/? [58:06<00:00,  2.71it/s]
Epoch 0: |          | 9444/? [58:06<00:00,  2.71it/s]
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Epoch 0: |          | 9445/? [58:06<00:00,  2.71it/s]
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Epoch 0: |          | 9446/? [58:06<00:00,  2.71it/s]
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Epoch 0: |          | 9447/? [58:07<00:00,  2.71it/s]
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Epoch 0: |          | 9448/? [58:07<00:00,  2.71it/s]
Epoch 0: |          | 9448/? [58:07<00:00,  2.71it/s]
Epoch 0: |          | 9449/? [58:07<00:00,  2.71it/s]
Epoch 0: |          | 9449/? [58:07<00:00,  2.71it/s]
Epoch 0: |          | 9450/? [58:07<00:00,  2.71it/s]
Epoch 0: |          | 9450/? [58:07<00:00,  2.71it/s]
Epoch 0: |          | 9451/? [58:08<00:00,  2.71it/s]
Epoch 0: |          | 9451/? [58:08<00:00,  2.71it/s]
Epoch 0: |          | 9452/? [58:08<00:00,  2.71it/s]
Epoch 0: |          | 9452/? [58:08<00:00,  2.71it/s]
Epoch 0: |          | 9453/? [58:08<00:00,  2.71it/s]
Epoch 0: |          | 9453/? [58:08<00:00,  2.71it/s]
Epoch 0: |          | 9454/? [58:09<00:00,  2.71it/s]
Epoch 0: |          | 9454/? [58:09<00:00,  2.71it/s]
Epoch 0: |          | 9455/? [58:09<00:00,  2.71it/s]
Epoch 0: |          | 9455/? [58:09<00:00,  2.71it/s]
Epoch 0: |          | 9456/? [58:09<00:00,  2.71it/s]
Epoch 0: |          | 9456/? [58:09<00:00,  2.71it/s]
Epoch 0: |          | 9457/? [58:09<00:00,  2.71it/s]
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Epoch 0: |          | 9458/? [58:10<00:00,  2.71it/s]
Epoch 0: |          | 9458/? [58:10<00:00,  2.71it/s]
Epoch 0: |          | 9459/? [58:10<00:00,  2.71it/s]
Epoch 0: |          | 9459/? [58:10<00:00,  2.71it/s]
Epoch 0: |          | 9460/? [58:10<00:00,  2.71it/s]
Epoch 0: |          | 9460/? [58:10<00:00,  2.71it/s]
Epoch 0: |          | 9461/? [58:10<00:00,  2.71it/s]
Epoch 0: |          | 9461/? [58:10<00:00,  2.71it/s]
Epoch 0: |          | 9462/? [58:11<00:00,  2.71it/s]
Epoch 0: |          | 9462/? [58:11<00:00,  2.71it/s]
Epoch 0: |          | 9463/? [58:11<00:00,  2.71it/s]
Epoch 0: |          | 9463/? [58:11<00:00,  2.71it/s]
Epoch 0: |          | 9464/? [58:11<00:00,  2.71it/s]
Epoch 0: |          | 9464/? [58:11<00:00,  2.71it/s]
Epoch 0: |          | 9465/? [58:11<00:00,  2.71it/s]
Epoch 0: |          | 9465/? [58:11<00:00,  2.71it/s]
Epoch 0: |          | 9466/? [58:12<00:00,  2.71it/s]
Epoch 0: |          | 9466/? [58:12<00:00,  2.71it/s]
Epoch 0: |          | 9467/? [58:12<00:00,  2.71it/s]
Epoch 0: |          | 9467/? [58:12<00:00,  2.71it/s]
Epoch 0: |          | 9468/? [58:12<00:00,  2.71it/s]
Epoch 0: |          | 9468/? [58:12<00:00,  2.71it/s]
Epoch 0: |          | 9469/? [58:13<00:00,  2.71it/s]
Epoch 0: |          | 9469/? [58:13<00:00,  2.71it/s]
Epoch 0: |          | 9470/? [58:13<00:00,  2.71it/s]
Epoch 0: |          | 9470/? [58:13<00:00,  2.71it/s]
Epoch 0: |          | 9471/? [58:13<00:00,  2.71it/s]
Epoch 0: |          | 9471/? [58:13<00:00,  2.71it/s]
Epoch 0: |          | 9472/? [58:13<00:00,  2.71it/s]
Epoch 0: |          | 9472/? [58:13<00:00,  2.71it/s]
Epoch 0: |          | 9473/? [58:14<00:00,  2.71it/s]
Epoch 0: |          | 9473/? [58:14<00:00,  2.71it/s]
Epoch 0: |          | 9474/? [58:14<00:00,  2.71it/s]
Epoch 0: |          | 9474/? [58:14<00:00,  2.71it/s]
Epoch 0: |          | 9475/? [58:14<00:00,  2.71it/s]
Epoch 0: |          | 9475/? [58:14<00:00,  2.71it/s]
Epoch 0: |          | 9476/? [58:14<00:00,  2.71it/s]
Epoch 0: |          | 9476/? [58:14<00:00,  2.71it/s]
Epoch 0: |          | 9477/? [58:15<00:00,  2.71it/s]
Epoch 0: |          | 9477/? [58:15<00:00,  2.71it/s]
Epoch 0: |          | 9478/? [58:15<00:00,  2.71it/s]
Epoch 0: |          | 9478/? [58:15<00:00,  2.71it/s]
Epoch 0: |          | 9479/? [58:15<00:00,  2.71it/s]
Epoch 0: |          | 9479/? [58:15<00:00,  2.71it/s]
Epoch 0: |          | 9480/? [58:16<00:00,  2.71it/s]
Epoch 0: |          | 9480/? [58:16<00:00,  2.71it/s]
Epoch 0: |          | 9481/? [58:16<00:00,  2.71it/s]
Epoch 0: |          | 9481/? [58:16<00:00,  2.71it/s]
Epoch 0: |          | 9482/? [58:16<00:00,  2.71it/s]
Epoch 0: |          | 9482/? [58:16<00:00,  2.71it/s]
Epoch 0: |          | 9483/? [58:16<00:00,  2.71it/s]
Epoch 0: |          | 9483/? [58:16<00:00,  2.71it/s]
Epoch 0: |          | 9484/? [58:17<00:00,  2.71it/s]
Epoch 0: |          | 9484/? [58:17<00:00,  2.71it/s]
Epoch 0: |          | 9485/? [58:17<00:00,  2.71it/s]
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Epoch 0: |          | 9513/? [58:24<00:00,  2.71it/s]
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Epoch 0: |          | 9514/? [58:25<00:00,  2.71it/s]
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Epoch 0: |          | 9521/? [58:27<00:00,  2.71it/s]
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Epoch 0: |          | 9522/? [58:27<00:00,  2.71it/s]
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Epoch 0: |          | 9525/? [58:28<00:00,  2.72it/s]
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Epoch 0: |          | 9540/? [58:32<00:00,  2.72it/s]
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Epoch 0: |          | 9552/? [58:35<00:00,  2.72it/s]
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Epoch 0: |          | 9559/? [58:37<00:00,  2.72it/s]
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Epoch 0: |          | 9568/? [58:39<00:00,  2.72it/s]
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Epoch 0: |          | 9569/? [58:39<00:00,  2.72it/s]
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Epoch 0: |          | 9570/? [58:40<00:00,  2.72it/s]
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Epoch 0: |          | 9571/? [58:40<00:00,  2.72it/s]
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Epoch 0: |          | 9574/? [58:41<00:00,  2.72it/s]
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Epoch 0: |          | 9576/? [58:41<00:00,  2.72it/s]
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Epoch 0: |          | 9577/? [58:41<00:00,  2.72it/s]
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Epoch 0: |          | 9578/? [58:42<00:00,  2.72it/s]
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Epoch 0: |          | 9579/? [58:42<00:00,  2.72it/s]
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Epoch 0: |          | 9580/? [58:42<00:00,  2.72it/s]
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Epoch 0: |          | 9581/? [58:42<00:00,  2.72it/s]
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Epoch 0: |          | 9582/? [58:43<00:00,  2.72it/s]
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Epoch 0: |          | 9584/? [58:43<00:00,  2.72it/s]
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Epoch 0: |          | 9585/? [58:44<00:00,  2.72it/s]
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Epoch 0: |          | 9586/? [58:44<00:00,  2.72it/s]
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Epoch 0: |          | 9587/? [58:44<00:00,  2.72it/s]
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Epoch 0: |          | 9589/? [58:45<00:00,  2.72it/s]
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Epoch 0: |          | 9590/? [58:45<00:00,  2.72it/s]
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Epoch 0: |          | 9591/? [58:45<00:00,  2.72it/s]
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Epoch 0: |          | 9592/? [58:45<00:00,  2.72it/s]
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Epoch 0: |          | 9595/? [58:46<00:00,  2.72it/s]
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Epoch 0: |          | 9596/? [58:46<00:00,  2.72it/s]
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Epoch 0: |          | 9597/? [58:47<00:00,  2.72it/s]
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Epoch 0: |          | 9598/? [58:47<00:00,  2.72it/s]
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Epoch 0: |          | 9599/? [58:47<00:00,  2.72it/s]
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Epoch 0: |          | 9600/? [58:48<00:00,  2.72it/s]
Epoch 0: |          | 9600/? [58:48<00:00,  2.72it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.98it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 16.01it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.67it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.88it/s]

Epoch 0: |          | 9600/? [58:48<00:00,  2.72it/s]
Epoch 0: |          | 9601/? [58:48<00:00,  2.72it/s]
Epoch 0: |          | 9601/? [58:48<00:00,  2.72it/s]
Epoch 0: |          | 9602/? [58:48<00:00,  2.72it/s]
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Epoch 0: |          | 9605/? [58:49<00:00,  2.72it/s]
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Epoch 0: |          | 9606/? [58:49<00:00,  2.72it/s]
Epoch 0: |          | 9606/? [58:49<00:00,  2.72it/s]
Epoch 0: |          | 9607/? [58:50<00:00,  2.72it/s]
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Epoch 0: |          | 9608/? [58:50<00:00,  2.72it/s]
Epoch 0: |          | 9608/? [58:50<00:00,  2.72it/s]
Epoch 0: |          | 9609/? [58:50<00:00,  2.72it/s]
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Epoch 0: |          | 9610/? [58:50<00:00,  2.72it/s]
Epoch 0: |          | 9610/? [58:50<00:00,  2.72it/s]
Epoch 0: |          | 9611/? [58:51<00:00,  2.72it/s]
Epoch 0: |          | 9611/? [58:51<00:00,  2.72it/s]
Epoch 0: |          | 9612/? [58:51<00:00,  2.72it/s]
Epoch 0: |          | 9612/? [58:51<00:00,  2.72it/s]
Epoch 0: |          | 9613/? [58:51<00:00,  2.72it/s]
Epoch 0: |          | 9613/? [58:51<00:00,  2.72it/s]
Epoch 0: |          | 9614/? [58:52<00:00,  2.72it/s]
Epoch 0: |          | 9614/? [58:52<00:00,  2.72it/s]
Epoch 0: |          | 9615/? [58:52<00:00,  2.72it/s]
Epoch 0: |          | 9615/? [58:52<00:00,  2.72it/s]
Epoch 0: |          | 9616/? [58:52<00:00,  2.72it/s]
Epoch 0: |          | 9616/? [58:52<00:00,  2.72it/s]
Epoch 0: |          | 9617/? [58:52<00:00,  2.72it/s]
Epoch 0: |          | 9617/? [58:52<00:00,  2.72it/s]
Epoch 0: |          | 9618/? [58:53<00:00,  2.72it/s]
Epoch 0: |          | 9618/? [58:53<00:00,  2.72it/s]
Epoch 0: |          | 9619/? [58:53<00:00,  2.72it/s]
Epoch 0: |          | 9619/? [58:53<00:00,  2.72it/s]
Epoch 0: |          | 9620/? [58:53<00:00,  2.72it/s]
Epoch 0: |          | 9620/? [58:53<00:00,  2.72it/s]
Epoch 0: |          | 9621/? [58:53<00:00,  2.72it/s]
Epoch 0: |          | 9621/? [58:53<00:00,  2.72it/s]
Epoch 0: |          | 9622/? [58:54<00:00,  2.72it/s]
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Epoch 0: |          | 9657/? [59:03<00:00,  2.73it/s]
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Epoch 0: |          | 9658/? [59:03<00:00,  2.73it/s]
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Epoch 0: |          | 9660/? [59:04<00:00,  2.73it/s]
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Epoch 0: |          | 9661/? [59:04<00:00,  2.73it/s]
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Epoch 0: |          | 9662/? [59:04<00:00,  2.73it/s]
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Epoch 0: |          | 9663/? [59:05<00:00,  2.73it/s]
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Epoch 0: |          | 9664/? [59:05<00:00,  2.73it/s]
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Epoch 0: |          | 9665/? [59:05<00:00,  2.73it/s]
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Epoch 0: |          | 9666/? [59:05<00:00,  2.73it/s]
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Epoch 0: |          | 9667/? [59:06<00:00,  2.73it/s]
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Epoch 0: |          | 9668/? [59:06<00:00,  2.73it/s]
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Epoch 0: |          | 9669/? [59:06<00:00,  2.73it/s]
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Epoch 0: |          | 9670/? [59:06<00:00,  2.73it/s]
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Epoch 0: |          | 9671/? [59:07<00:00,  2.73it/s]
Epoch 0: |          | 9671/? [59:07<00:00,  2.73it/s]
Epoch 0: |          | 9672/? [59:07<00:00,  2.73it/s]
Epoch 0: |          | 9672/? [59:07<00:00,  2.73it/s]
Epoch 0: |          | 9673/? [59:07<00:00,  2.73it/s]
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Epoch 0: |          | 9674/? [59:07<00:00,  2.73it/s]
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Epoch 0: |          | 9675/? [59:08<00:00,  2.73it/s]
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Epoch 0: |          | 9676/? [59:08<00:00,  2.73it/s]
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Epoch 0: |          | 9677/? [59:08<00:00,  2.73it/s]
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Epoch 0: |          | 9678/? [59:08<00:00,  2.73it/s]
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Epoch 0: |          | 9679/? [59:09<00:00,  2.73it/s]
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Epoch 0: |          | 9680/? [59:09<00:00,  2.73it/s]
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Epoch 0: |          | 9681/? [59:09<00:00,  2.73it/s]
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Epoch 0: |          | 9682/? [59:10<00:00,  2.73it/s]
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Epoch 0: |          | 9683/? [59:10<00:00,  2.73it/s]
Epoch 0: |          | 9683/? [59:10<00:00,  2.73it/s]
Epoch 0: |          | 9684/? [59:10<00:00,  2.73it/s]
Epoch 0: |          | 9684/? [59:10<00:00,  2.73it/s]
Epoch 0: |          | 9685/? [59:10<00:00,  2.73it/s]
Epoch 0: |          | 9685/? [59:10<00:00,  2.73it/s]
Epoch 0: |          | 9686/? [59:11<00:00,  2.73it/s]
Epoch 0: |          | 9686/? [59:11<00:00,  2.73it/s]
Epoch 0: |          | 9687/? [59:11<00:00,  2.73it/s]
Epoch 0: |          | 9687/? [59:11<00:00,  2.73it/s]
Epoch 0: |          | 9688/? [59:11<00:00,  2.73it/s]
Epoch 0: |          | 9688/? [59:11<00:00,  2.73it/s]
Epoch 0: |          | 9689/? [59:11<00:00,  2.73it/s]
Epoch 0: |          | 9689/? [59:11<00:00,  2.73it/s]
Epoch 0: |          | 9690/? [59:12<00:00,  2.73it/s]
Epoch 0: |          | 9690/? [59:12<00:00,  2.73it/s]
Epoch 0: |          | 9691/? [59:12<00:00,  2.73it/s]
Epoch 0: |          | 9691/? [59:12<00:00,  2.73it/s]
Epoch 0: |          | 9692/? [59:12<00:00,  2.73it/s]
Epoch 0: |          | 9692/? [59:12<00:00,  2.73it/s]
Epoch 0: |          | 9693/? [59:13<00:00,  2.73it/s]
Epoch 0: |          | 9693/? [59:13<00:00,  2.73it/s]
Epoch 0: |          | 9694/? [59:13<00:00,  2.73it/s]
Epoch 0: |          | 9694/? [59:13<00:00,  2.73it/s]
Epoch 0: |          | 9695/? [59:13<00:00,  2.73it/s]
Epoch 0: |          | 9695/? [59:13<00:00,  2.73it/s]
Epoch 0: |          | 9696/? [59:13<00:00,  2.73it/s]
Epoch 0: |          | 9696/? [59:13<00:00,  2.73it/s]
Epoch 0: |          | 9697/? [59:14<00:00,  2.73it/s]
Epoch 0: |          | 9697/? [59:14<00:00,  2.73it/s]
Epoch 0: |          | 9698/? [59:14<00:00,  2.73it/s]
Epoch 0: |          | 9698/? [59:14<00:00,  2.73it/s]
Epoch 0: |          | 9699/? [59:14<00:00,  2.73it/s]
Epoch 0: |          | 9699/? [59:14<00:00,  2.73it/s]
Epoch 0: |          | 9700/? [59:14<00:00,  2.73it/s]
Epoch 0: |          | 9700/? [59:14<00:00,  2.73it/s]
Epoch 0: |          | 9701/? [59:15<00:00,  2.73it/s]
Epoch 0: |          | 9701/? [59:15<00:00,  2.73it/s]
Epoch 0: |          | 9702/? [59:15<00:00,  2.73it/s]
Epoch 0: |          | 9702/? [59:15<00:00,  2.73it/s]
Epoch 0: |          | 9703/? [59:15<00:00,  2.73it/s]
Epoch 0: |          | 9703/? [59:15<00:00,  2.73it/s]
Epoch 0: |          | 9704/? [59:15<00:00,  2.73it/s]
Epoch 0: |          | 9704/? [59:15<00:00,  2.73it/s]
Epoch 0: |          | 9705/? [59:16<00:00,  2.73it/s]
Epoch 0: |          | 9705/? [59:16<00:00,  2.73it/s]
Epoch 0: |          | 9706/? [59:16<00:00,  2.73it/s]
Epoch 0: |          | 9706/? [59:16<00:00,  2.73it/s]
Epoch 0: |          | 9707/? [59:16<00:00,  2.73it/s]
Epoch 0: |          | 9707/? [59:16<00:00,  2.73it/s]
Epoch 0: |          | 9708/? [59:17<00:00,  2.73it/s]
Epoch 0: |          | 9708/? [59:17<00:00,  2.73it/s]
Epoch 0: |          | 9709/? [59:17<00:00,  2.73it/s]
Epoch 0: |          | 9709/? [59:17<00:00,  2.73it/s]
Epoch 0: |          | 9710/? [59:17<00:00,  2.73it/s]
Epoch 0: |          | 9710/? [59:17<00:00,  2.73it/s]
Epoch 0: |          | 9711/? [59:17<00:00,  2.73it/s]
Epoch 0: |          | 9711/? [59:17<00:00,  2.73it/s]
Epoch 0: |          | 9712/? [59:18<00:00,  2.73it/s]
Epoch 0: |          | 9712/? [59:18<00:00,  2.73it/s]
Epoch 0: |          | 9713/? [59:18<00:00,  2.73it/s]
Epoch 0: |          | 9713/? [59:18<00:00,  2.73it/s]
Epoch 0: |          | 9714/? [59:18<00:00,  2.73it/s]
Epoch 0: |          | 9714/? [59:18<00:00,  2.73it/s]
Epoch 0: |          | 9715/? [59:18<00:00,  2.73it/s]
Epoch 0: |          | 9715/? [59:18<00:00,  2.73it/s]
Epoch 0: |          | 9716/? [59:19<00:00,  2.73it/s]
Epoch 0: |          | 9716/? [59:19<00:00,  2.73it/s]
Epoch 0: |          | 9717/? [59:19<00:00,  2.73it/s]
Epoch 0: |          | 9717/? [59:19<00:00,  2.73it/s]
Epoch 0: |          | 9718/? [59:19<00:00,  2.73it/s]
Epoch 0: |          | 9718/? [59:19<00:00,  2.73it/s]
Epoch 0: |          | 9719/? [59:20<00:00,  2.73it/s]
Epoch 0: |          | 9719/? [59:20<00:00,  2.73it/s]
Epoch 0: |          | 9720/? [59:20<00:00,  2.73it/s]
Epoch 0: |          | 9720/? [59:20<00:00,  2.73it/s]
Epoch 0: |          | 9721/? [59:20<00:00,  2.73it/s]
Epoch 0: |          | 9721/? [59:20<00:00,  2.73it/s]
Epoch 0: |          | 9722/? [59:20<00:00,  2.73it/s]
Epoch 0: |          | 9722/? [59:20<00:00,  2.73it/s]
Epoch 0: |          | 9723/? [59:21<00:00,  2.73it/s]
Epoch 0: |          | 9723/? [59:21<00:00,  2.73it/s]
Epoch 0: |          | 9724/? [59:21<00:00,  2.73it/s]
Epoch 0: |          | 9724/? [59:21<00:00,  2.73it/s]
Epoch 0: |          | 9725/? [59:21<00:00,  2.73it/s]
Epoch 0: |          | 9725/? [59:21<00:00,  2.73it/s]
Epoch 0: |          | 9726/? [59:21<00:00,  2.73it/s]
Epoch 0: |          | 9726/? [59:21<00:00,  2.73it/s]
Epoch 0: |          | 9727/? [59:22<00:00,  2.73it/s]
Epoch 0: |          | 9727/? [59:22<00:00,  2.73it/s]
Epoch 0: |          | 9728/? [59:22<00:00,  2.73it/s]
Epoch 0: |          | 9728/? [59:22<00:00,  2.73it/s]
Epoch 0: |          | 9729/? [59:22<00:00,  2.73it/s]
Epoch 0: |          | 9729/? [59:22<00:00,  2.73it/s]
Epoch 0: |          | 9730/? [59:23<00:00,  2.73it/s]
Epoch 0: |          | 9730/? [59:23<00:00,  2.73it/s]
Epoch 0: |          | 9731/? [59:23<00:00,  2.73it/s]
Epoch 0: |          | 9731/? [59:23<00:00,  2.73it/s]
Epoch 0: |          | 9732/? [59:23<00:00,  2.73it/s]
Epoch 0: |          | 9732/? [59:23<00:00,  2.73it/s]
Epoch 0: |          | 9733/? [59:23<00:00,  2.73it/s]
Epoch 0: |          | 9733/? [59:23<00:00,  2.73it/s]
Epoch 0: |          | 9734/? [59:24<00:00,  2.73it/s]
Epoch 0: |          | 9734/? [59:24<00:00,  2.73it/s]
Epoch 0: |          | 9735/? [59:24<00:00,  2.73it/s]
Epoch 0: |          | 9735/? [59:24<00:00,  2.73it/s]
Epoch 0: |          | 9736/? [59:24<00:00,  2.73it/s]
Epoch 0: |          | 9736/? [59:24<00:00,  2.73it/s]
Epoch 0: |          | 9737/? [59:24<00:00,  2.73it/s]
Epoch 0: |          | 9737/? [59:24<00:00,  2.73it/s]
Epoch 0: |          | 9738/? [59:25<00:00,  2.73it/s]
Epoch 0: |          | 9738/? [59:25<00:00,  2.73it/s]
Epoch 0: |          | 9739/? [59:25<00:00,  2.73it/s]
Epoch 0: |          | 9739/? [59:25<00:00,  2.73it/s]
Epoch 0: |          | 9740/? [59:25<00:00,  2.73it/s]
Epoch 0: |          | 9740/? [59:25<00:00,  2.73it/s]
Epoch 0: |          | 9741/? [59:26<00:00,  2.73it/s]
Epoch 0: |          | 9741/? [59:26<00:00,  2.73it/s]
Epoch 0: |          | 9742/? [59:26<00:00,  2.73it/s]
Epoch 0: |          | 9742/? [59:26<00:00,  2.73it/s]
Epoch 0: |          | 9743/? [59:26<00:00,  2.73it/s]
Epoch 0: |          | 9743/? [59:26<00:00,  2.73it/s]
Epoch 0: |          | 9744/? [59:26<00:00,  2.73it/s]
Epoch 0: |          | 9744/? [59:26<00:00,  2.73it/s]
Epoch 0: |          | 9745/? [59:27<00:00,  2.73it/s]
Epoch 0: |          | 9745/? [59:27<00:00,  2.73it/s]
Epoch 0: |          | 9746/? [59:27<00:00,  2.73it/s]
Epoch 0: |          | 9746/? [59:27<00:00,  2.73it/s]
Epoch 0: |          | 9747/? [59:27<00:00,  2.73it/s]
Epoch 0: |          | 9747/? [59:27<00:00,  2.73it/s]
Epoch 0: |          | 9748/? [59:27<00:00,  2.73it/s]
Epoch 0: |          | 9748/? [59:27<00:00,  2.73it/s]
Epoch 0: |          | 9749/? [59:28<00:00,  2.73it/s]
Epoch 0: |          | 9749/? [59:28<00:00,  2.73it/s]
Epoch 0: |          | 9750/? [59:28<00:00,  2.73it/s]
Epoch 0: |          | 9750/? [59:28<00:00,  2.73it/s]
Epoch 0: |          | 9751/? [59:28<00:00,  2.73it/s]
Epoch 0: |          | 9751/? [59:28<00:00,  2.73it/s]
Epoch 0: |          | 9752/? [59:29<00:00,  2.73it/s]
Epoch 0: |          | 9752/? [59:29<00:00,  2.73it/s]
Epoch 0: |          | 9753/? [59:29<00:00,  2.73it/s]
Epoch 0: |          | 9753/? [59:29<00:00,  2.73it/s]
Epoch 0: |          | 9754/? [59:29<00:00,  2.73it/s]
Epoch 0: |          | 9754/? [59:29<00:00,  2.73it/s]
Epoch 0: |          | 9755/? [59:29<00:00,  2.73it/s]
Epoch 0: |          | 9755/? [59:29<00:00,  2.73it/s]
Epoch 0: |          | 9756/? [59:30<00:00,  2.73it/s]
Epoch 0: |          | 9756/? [59:30<00:00,  2.73it/s]
Epoch 0: |          | 9757/? [59:30<00:00,  2.73it/s]
Epoch 0: |          | 9757/? [59:30<00:00,  2.73it/s]
Epoch 0: |          | 9758/? [59:30<00:00,  2.73it/s]
Epoch 0: |          | 9758/? [59:30<00:00,  2.73it/s]
Epoch 0: |          | 9759/? [59:30<00:00,  2.73it/s]
Epoch 0: |          | 9759/? [59:30<00:00,  2.73it/s]
Epoch 0: |          | 9760/? [59:31<00:00,  2.73it/s]
Epoch 0: |          | 9760/? [59:31<00:00,  2.73it/s]
Epoch 0: |          | 9761/? [59:31<00:00,  2.73it/s]
Epoch 0: |          | 9761/? [59:31<00:00,  2.73it/s]
Epoch 0: |          | 9762/? [59:31<00:00,  2.73it/s]
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Epoch 0: |          | 9768/? [59:33<00:00,  2.73it/s]
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Epoch 0: |          | 9769/? [59:33<00:00,  2.73it/s]
Epoch 0: |          | 9769/? [59:33<00:00,  2.73it/s]
Epoch 0: |          | 9770/? [59:33<00:00,  2.73it/s]
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Epoch 0: |          | 9771/? [59:33<00:00,  2.73it/s]
Epoch 0: |          | 9771/? [59:33<00:00,  2.73it/s]
Epoch 0: |          | 9772/? [59:34<00:00,  2.73it/s]
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Epoch 0: |          | 9773/? [59:34<00:00,  2.73it/s]
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Epoch 0: |          | 9774/? [59:34<00:00,  2.73it/s]
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Epoch 0: |          | 9775/? [59:35<00:00,  2.73it/s]
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Epoch 0: |          | 9776/? [59:35<00:00,  2.73it/s]
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Epoch 0: |          | 9777/? [59:35<00:00,  2.73it/s]
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Epoch 0: |          | 9778/? [59:35<00:00,  2.73it/s]
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Epoch 0: |          | 9779/? [59:36<00:00,  2.73it/s]
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Epoch 0: |          | 9780/? [59:36<00:00,  2.73it/s]
Epoch 0: |          | 9780/? [59:36<00:00,  2.73it/s]
Epoch 0: |          | 9781/? [59:36<00:00,  2.73it/s]
Epoch 0: |          | 9781/? [59:36<00:00,  2.73it/s]
Epoch 0: |          | 9782/? [59:36<00:00,  2.73it/s]
Epoch 0: |          | 9782/? [59:36<00:00,  2.73it/s]
Epoch 0: |          | 9783/? [59:37<00:00,  2.73it/s]
Epoch 0: |          | 9783/? [59:37<00:00,  2.73it/s]
Epoch 0: |          | 9784/? [59:37<00:00,  2.73it/s]
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Epoch 0: |          | 9785/? [59:37<00:00,  2.74it/s]
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Epoch 0: |          | 9787/? [59:38<00:00,  2.74it/s]
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Epoch 0: |          | 9789/? [59:38<00:00,  2.74it/s]
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Epoch 0: |          | 9790/? [59:38<00:00,  2.74it/s]
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Epoch 0: |          | 9791/? [59:39<00:00,  2.74it/s]
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Epoch 0: |          | 9792/? [59:39<00:00,  2.74it/s]
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Epoch 0: |          | 9793/? [59:39<00:00,  2.74it/s]
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Epoch 0: |          | 9795/? [59:40<00:00,  2.74it/s]
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Epoch 0: |          | 9798/? [59:41<00:00,  2.74it/s]
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Epoch 0: |          | 9799/? [59:41<00:00,  2.74it/s]
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Epoch 0: |          | 9800/? [59:41<00:00,  2.74it/s]
Epoch 0: |          | 9800/? [59:41<00:00,  2.74it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.25it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 16.41it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.83it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.63it/s]

Epoch 0: |          | 9800/? [59:41<00:00,  2.74it/s]
Epoch 0: |          | 9801/? [59:42<00:00,  2.74it/s]
Epoch 0: |          | 9801/? [59:42<00:00,  2.74it/s]
Epoch 0: |          | 9802/? [59:42<00:00,  2.74it/s]
Epoch 0: |          | 9802/? [59:42<00:00,  2.74it/s]
Epoch 0: |          | 9803/? [59:42<00:00,  2.74it/s]
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Epoch 0: |          | 9804/? [59:42<00:00,  2.74it/s]
Epoch 0: |          | 9804/? [59:42<00:00,  2.74it/s]
Epoch 0: |          | 9805/? [59:43<00:00,  2.74it/s]
Epoch 0: |          | 9805/? [59:43<00:00,  2.74it/s]
Epoch 0: |          | 9806/? [59:43<00:00,  2.74it/s]
Epoch 0: |          | 9806/? [59:43<00:00,  2.74it/s]
Epoch 0: |          | 9807/? [59:43<00:00,  2.74it/s]
Epoch 0: |          | 9807/? [59:43<00:00,  2.74it/s]
Epoch 0: |          | 9808/? [59:44<00:00,  2.74it/s]
Epoch 0: |          | 9808/? [59:44<00:00,  2.74it/s]
Epoch 0: |          | 9809/? [59:44<00:00,  2.74it/s]
Epoch 0: |          | 9809/? [59:44<00:00,  2.74it/s]
Epoch 0: |          | 9810/? [59:44<00:00,  2.74it/s]
Epoch 0: |          | 9810/? [59:44<00:00,  2.74it/s]
Epoch 0: |          | 9811/? [59:44<00:00,  2.74it/s]
Epoch 0: |          | 9811/? [59:44<00:00,  2.74it/s]
Epoch 0: |          | 9812/? [59:45<00:00,  2.74it/s]
Epoch 0: |          | 9812/? [59:45<00:00,  2.74it/s]
Epoch 0: |          | 9813/? [59:45<00:00,  2.74it/s]
Epoch 0: |          | 9813/? [59:45<00:00,  2.74it/s]
Epoch 0: |          | 9814/? [59:45<00:00,  2.74it/s]
Epoch 0: |          | 9814/? [59:45<00:00,  2.74it/s]
Epoch 0: |          | 9815/? [59:45<00:00,  2.74it/s]
Epoch 0: |          | 9815/? [59:45<00:00,  2.74it/s]
Epoch 0: |          | 9816/? [59:46<00:00,  2.74it/s]
Epoch 0: |          | 9816/? [59:46<00:00,  2.74it/s]
Epoch 0: |          | 9817/? [59:46<00:00,  2.74it/s]
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Epoch 0: |          | 9818/? [59:46<00:00,  2.74it/s]
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Epoch 0: |          | 9819/? [59:46<00:00,  2.74it/s]
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Epoch 0: |          | 9820/? [59:47<00:00,  2.74it/s]
Epoch 0: |          | 9820/? [59:47<00:00,  2.74it/s]
Epoch 0: |          | 9821/? [59:47<00:00,  2.74it/s]
Epoch 0: |          | 9821/? [59:47<00:00,  2.74it/s]
Epoch 0: |          | 9822/? [59:47<00:00,  2.74it/s]
Epoch 0: |          | 9822/? [59:47<00:00,  2.74it/s]
Epoch 0: |          | 9823/? [59:48<00:00,  2.74it/s]
Epoch 0: |          | 9823/? [59:48<00:00,  2.74it/s]
Epoch 0: |          | 9824/? [59:48<00:00,  2.74it/s]
Epoch 0: |          | 9824/? [59:48<00:00,  2.74it/s]
Epoch 0: |          | 9825/? [59:48<00:00,  2.74it/s]
Epoch 0: |          | 9825/? [59:48<00:00,  2.74it/s]
Epoch 0: |          | 9826/? [59:48<00:00,  2.74it/s]
Epoch 0: |          | 9826/? [59:48<00:00,  2.74it/s]
Epoch 0: |          | 9827/? [59:49<00:00,  2.74it/s]
Epoch 0: |          | 9827/? [59:49<00:00,  2.74it/s]
Epoch 0: |          | 9828/? [59:49<00:00,  2.74it/s]
Epoch 0: |          | 9828/? [59:49<00:00,  2.74it/s]
Epoch 0: |          | 9829/? [59:49<00:00,  2.74it/s]
Epoch 0: |          | 9829/? [59:49<00:00,  2.74it/s]
Epoch 0: |          | 9830/? [59:49<00:00,  2.74it/s]
Epoch 0: |          | 9830/? [59:49<00:00,  2.74it/s]
Epoch 0: |          | 9831/? [59:50<00:00,  2.74it/s]
Epoch 0: |          | 9831/? [59:50<00:00,  2.74it/s]
Epoch 0: |          | 9832/? [59:50<00:00,  2.74it/s]
Epoch 0: |          | 9832/? [59:50<00:00,  2.74it/s]
Epoch 0: |          | 9833/? [59:50<00:00,  2.74it/s]
Epoch 0: |          | 9833/? [59:50<00:00,  2.74it/s]
Epoch 0: |          | 9834/? [59:50<00:00,  2.74it/s]
Epoch 0: |          | 9834/? [59:50<00:00,  2.74it/s]
Epoch 0: |          | 9835/? [59:51<00:00,  2.74it/s]
Epoch 0: |          | 9835/? [59:51<00:00,  2.74it/s]
Epoch 0: |          | 9836/? [59:51<00:00,  2.74it/s]
Epoch 0: |          | 9836/? [59:51<00:00,  2.74it/s]
Epoch 0: |          | 9837/? [59:51<00:00,  2.74it/s]
Epoch 0: |          | 9837/? [59:51<00:00,  2.74it/s]
Epoch 0: |          | 9838/? [59:52<00:00,  2.74it/s]
Epoch 0: |          | 9838/? [59:52<00:00,  2.74it/s]
Epoch 0: |          | 9839/? [59:52<00:00,  2.74it/s]
Epoch 0: |          | 9839/? [59:52<00:00,  2.74it/s]
Epoch 0: |          | 9840/? [59:52<00:00,  2.74it/s]
Epoch 0: |          | 9840/? [59:52<00:00,  2.74it/s]
Epoch 0: |          | 9841/? [59:52<00:00,  2.74it/s]
Epoch 0: |          | 9841/? [59:52<00:00,  2.74it/s]
Epoch 0: |          | 9842/? [59:53<00:00,  2.74it/s]
Epoch 0: |          | 9842/? [59:53<00:00,  2.74it/s]
Epoch 0: |          | 9843/? [59:53<00:00,  2.74it/s]
Epoch 0: |          | 9843/? [59:53<00:00,  2.74it/s]
Epoch 0: |          | 9844/? [59:53<00:00,  2.74it/s]
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Epoch 0: |          | 9845/? [59:53<00:00,  2.74it/s]
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Epoch 0: |          | 9846/? [59:54<00:00,  2.74it/s]
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Epoch 0: |          | 9847/? [59:54<00:00,  2.74it/s]
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Epoch 0: |          | 9848/? [59:54<00:00,  2.74it/s]
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Epoch 0: |          | 9849/? [59:54<00:00,  2.74it/s]
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Epoch 0: |          | 9850/? [59:55<00:00,  2.74it/s]
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Epoch 0: |          | 9851/? [59:55<00:00,  2.74it/s]
Epoch 0: |          | 9851/? [59:55<00:00,  2.74it/s]
Epoch 0: |          | 9852/? [59:55<00:00,  2.74it/s]
Epoch 0: |          | 9852/? [59:55<00:00,  2.74it/s]
Epoch 0: |          | 9853/? [59:56<00:00,  2.74it/s]
Epoch 0: |          | 9853/? [59:56<00:00,  2.74it/s]
Epoch 0: |          | 9854/? [59:56<00:00,  2.74it/s]
Epoch 0: |          | 9854/? [59:56<00:00,  2.74it/s]
Epoch 0: |          | 9855/? [59:56<00:00,  2.74it/s]
Epoch 0: |          | 9855/? [59:56<00:00,  2.74it/s]
Epoch 0: |          | 9856/? [59:56<00:00,  2.74it/s]
Epoch 0: |          | 9856/? [59:56<00:00,  2.74it/s]
Epoch 0: |          | 9857/? [59:57<00:00,  2.74it/s]
Epoch 0: |          | 9857/? [59:57<00:00,  2.74it/s]
Epoch 0: |          | 9858/? [59:57<00:00,  2.74it/s]
Epoch 0: |          | 9858/? [59:57<00:00,  2.74it/s]
Epoch 0: |          | 9859/? [59:57<00:00,  2.74it/s]
Epoch 0: |          | 9859/? [59:57<00:00,  2.74it/s]
Epoch 0: |          | 9860/? [59:57<00:00,  2.74it/s]
Epoch 0: |          | 9860/? [59:57<00:00,  2.74it/s]
Epoch 0: |          | 9861/? [59:58<00:00,  2.74it/s]
Epoch 0: |          | 9861/? [59:58<00:00,  2.74it/s]
Epoch 0: |          | 9862/? [59:58<00:00,  2.74it/s]
Epoch 0: |          | 9862/? [59:58<00:00,  2.74it/s]
Epoch 0: |          | 9863/? [59:58<00:00,  2.74it/s]
Epoch 0: |          | 9863/? [59:58<00:00,  2.74it/s]
Epoch 0: |          | 9864/? [59:58<00:00,  2.74it/s]
Epoch 0: |          | 9864/? [59:58<00:00,  2.74it/s]
Epoch 0: |          | 9865/? [59:59<00:00,  2.74it/s]
Epoch 0: |          | 9865/? [59:59<00:00,  2.74it/s]
Epoch 0: |          | 9866/? [59:59<00:00,  2.74it/s]
Epoch 0: |          | 9866/? [59:59<00:00,  2.74it/s]
Epoch 0: |          | 9867/? [59:59<00:00,  2.74it/s]
Epoch 0: |          | 9867/? [59:59<00:00,  2.74it/s]
Epoch 0: |          | 9868/? [59:59<00:00,  2.74it/s]
Epoch 0: |          | 9868/? [59:59<00:00,  2.74it/s]
Epoch 0: |          | 9869/? [1:00:00<00:00,  2.74it/s]
Epoch 0: |          | 9869/? [1:00:00<00:00,  2.74it/s]
Epoch 0: |          | 9870/? [1:00:00<00:00,  2.74it/s]
Epoch 0: |          | 9870/? [1:00:00<00:00,  2.74it/s]
Epoch 0: |          | 9871/? [1:00:00<00:00,  2.74it/s]
Epoch 0: |          | 9871/? [1:00:00<00:00,  2.74it/s]
Epoch 0: |          | 9872/? [1:00:01<00:00,  2.74it/s]
Epoch 0: |          | 9872/? [1:00:01<00:00,  2.74it/s]
Epoch 0: |          | 9873/? [1:00:01<00:00,  2.74it/s]
Epoch 0: |          | 9873/? [1:00:01<00:00,  2.74it/s]
Epoch 0: |          | 9874/? [1:00:01<00:00,  2.74it/s]
Epoch 0: |          | 9874/? [1:00:01<00:00,  2.74it/s]
Epoch 0: |          | 9875/? [1:00:01<00:00,  2.74it/s]
Epoch 0: |          | 9875/? [1:00:01<00:00,  2.74it/s]
Epoch 0: |          | 9876/? [1:00:02<00:00,  2.74it/s]
Epoch 0: |          | 9876/? [1:00:02<00:00,  2.74it/s]
Epoch 0: |          | 9877/? [1:00:02<00:00,  2.74it/s]
Epoch 0: |          | 9877/? [1:00:02<00:00,  2.74it/s]
Epoch 0: |          | 9878/? [1:00:02<00:00,  2.74it/s]
Epoch 0: |          | 9878/? [1:00:02<00:00,  2.74it/s]
Epoch 0: |          | 9879/? [1:00:02<00:00,  2.74it/s]
Epoch 0: |          | 9879/? [1:00:02<00:00,  2.74it/s]
Epoch 0: |          | 9880/? [1:00:03<00:00,  2.74it/s]
Epoch 0: |          | 9880/? [1:00:03<00:00,  2.74it/s]
Epoch 0: |          | 9881/? [1:00:03<00:00,  2.74it/s]
Epoch 0: |          | 9881/? [1:00:03<00:00,  2.74it/s]
Epoch 0: |          | 9882/? [1:00:03<00:00,  2.74it/s]
Epoch 0: |          | 9882/? [1:00:03<00:00,  2.74it/s]
Epoch 0: |          | 9883/? [1:00:03<00:00,  2.74it/s]
Epoch 0: |          | 9883/? [1:00:03<00:00,  2.74it/s]
Epoch 0: |          | 9884/? [1:00:04<00:00,  2.74it/s]
Epoch 0: |          | 9884/? [1:00:04<00:00,  2.74it/s]
Epoch 0: |          | 9885/? [1:00:04<00:00,  2.74it/s]
Epoch 0: |          | 9885/? [1:00:04<00:00,  2.74it/s]
Epoch 0: |          | 9886/? [1:00:04<00:00,  2.74it/s]
Epoch 0: |          | 9886/? [1:00:04<00:00,  2.74it/s]
Epoch 0: |          | 9887/? [1:00:05<00:00,  2.74it/s]
Epoch 0: |          | 9887/? [1:00:05<00:00,  2.74it/s]
Epoch 0: |          | 9888/? [1:00:05<00:00,  2.74it/s]
Epoch 0: |          | 9888/? [1:00:05<00:00,  2.74it/s]
Epoch 0: |          | 9889/? [1:00:05<00:00,  2.74it/s]
Epoch 0: |          | 9889/? [1:00:05<00:00,  2.74it/s]
Epoch 0: |          | 9890/? [1:00:05<00:00,  2.74it/s]
Epoch 0: |          | 9890/? [1:00:05<00:00,  2.74it/s]
Epoch 0: |          | 9891/? [1:00:06<00:00,  2.74it/s]
Epoch 0: |          | 9891/? [1:00:06<00:00,  2.74it/s]
Epoch 0: |          | 9892/? [1:00:06<00:00,  2.74it/s]
Epoch 0: |          | 9892/? [1:00:06<00:00,  2.74it/s]
Epoch 0: |          | 9893/? [1:00:06<00:00,  2.74it/s]
Epoch 0: |          | 9893/? [1:00:06<00:00,  2.74it/s]
Epoch 0: |          | 9894/? [1:00:06<00:00,  2.74it/s]
Epoch 0: |          | 9894/? [1:00:06<00:00,  2.74it/s]
Epoch 0: |          | 9895/? [1:00:07<00:00,  2.74it/s]
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Epoch 0: |          | 9896/? [1:00:07<00:00,  2.74it/s]
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Epoch 0: |          | 9913/? [1:00:11<00:00,  2.74it/s]
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Epoch 0: |          | 9915/? [1:00:12<00:00,  2.74it/s]
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Epoch 0: |          | 9921/? [1:00:14<00:00,  2.75it/s]
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Epoch 0: |          | 9922/? [1:00:14<00:00,  2.75it/s]
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Epoch 0: |          | 9923/? [1:00:14<00:00,  2.75it/s]
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Epoch 0: |          | 9924/? [1:00:14<00:00,  2.75it/s]
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Epoch 0: |          | 9927/? [1:00:15<00:00,  2.75it/s]
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Epoch 0: |          | 9928/? [1:00:15<00:00,  2.75it/s]
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Epoch 0: |          | 9929/? [1:00:16<00:00,  2.75it/s]
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Epoch 0: |          | 9930/? [1:00:16<00:00,  2.75it/s]
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Epoch 0: |          | 9931/? [1:00:16<00:00,  2.75it/s]
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Epoch 0: |          | 9932/? [1:00:16<00:00,  2.75it/s]
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Epoch 0: |          | 9933/? [1:00:17<00:00,  2.75it/s]
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Epoch 0: |          | 9934/? [1:00:17<00:00,  2.75it/s]
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Epoch 0: |          | 9935/? [1:00:17<00:00,  2.75it/s]
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Epoch 0: |          | 9936/? [1:00:17<00:00,  2.75it/s]
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Epoch 0: |          | 9937/? [1:00:18<00:00,  2.75it/s]
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Epoch 0: |          | 9938/? [1:00:18<00:00,  2.75it/s]
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Epoch 0: |          | 9939/? [1:00:18<00:00,  2.75it/s]
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Epoch 0: |          | 9940/? [1:00:19<00:00,  2.75it/s]
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Epoch 0: |          | 9952/? [1:00:22<00:00,  2.75it/s]
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Epoch 0: |          | 9955/? [1:00:23<00:00,  2.75it/s]
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Epoch 0: |          | 9956/? [1:00:23<00:00,  2.75it/s]
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Epoch 0: |          | 9959/? [1:00:24<00:00,  2.75it/s]
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Epoch 0: |          | 9960/? [1:00:24<00:00,  2.75it/s]
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Epoch 0: |          | 9961/? [1:00:24<00:00,  2.75it/s]
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Epoch 0: |          | 9962/? [1:00:24<00:00,  2.75it/s]
Epoch 0: |          | 9962/? [1:00:24<00:00,  2.75it/s]
Epoch 0: |          | 9963/? [1:00:25<00:00,  2.75it/s]
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Epoch 0: |          | 9964/? [1:00:25<00:00,  2.75it/s]
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Epoch 0: |          | 9965/? [1:00:25<00:00,  2.75it/s]
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Epoch 0: |          | 9966/? [1:00:26<00:00,  2.75it/s]
Epoch 0: |          | 9966/? [1:00:26<00:00,  2.75it/s]
Epoch 0: |          | 9967/? [1:00:26<00:00,  2.75it/s]
Epoch 0: |          | 9967/? [1:00:26<00:00,  2.75it/s]
Epoch 0: |          | 9968/? [1:00:26<00:00,  2.75it/s]
Epoch 0: |          | 9968/? [1:00:26<00:00,  2.75it/s]
Epoch 0: |          | 9969/? [1:00:26<00:00,  2.75it/s]
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Epoch 0: |          | 9970/? [1:00:27<00:00,  2.75it/s]
Epoch 0: |          | 9970/? [1:00:27<00:00,  2.75it/s]
Epoch 0: |          | 9971/? [1:00:27<00:00,  2.75it/s]
Epoch 0: |          | 9971/? [1:00:27<00:00,  2.75it/s]
Epoch 0: |          | 9972/? [1:00:27<00:00,  2.75it/s]
Epoch 0: |          | 9972/? [1:00:27<00:00,  2.75it/s]
Epoch 0: |          | 9973/? [1:00:27<00:00,  2.75it/s]
Epoch 0: |          | 9973/? [1:00:27<00:00,  2.75it/s]
Epoch 0: |          | 9974/? [1:00:28<00:00,  2.75it/s]
Epoch 0: |          | 9974/? [1:00:28<00:00,  2.75it/s]
Epoch 0: |          | 9975/? [1:00:28<00:00,  2.75it/s]
Epoch 0: |          | 9975/? [1:00:28<00:00,  2.75it/s]
Epoch 0: |          | 9976/? [1:00:28<00:00,  2.75it/s]
Epoch 0: |          | 9976/? [1:00:28<00:00,  2.75it/s]
Epoch 0: |          | 9977/? [1:00:29<00:00,  2.75it/s]
Epoch 0: |          | 9977/? [1:00:29<00:00,  2.75it/s]
Epoch 0: |          | 9978/? [1:00:29<00:00,  2.75it/s]
Epoch 0: |          | 9978/? [1:00:29<00:00,  2.75it/s]
Epoch 0: |          | 9979/? [1:00:29<00:00,  2.75it/s]
Epoch 0: |          | 9979/? [1:00:29<00:00,  2.75it/s]
Epoch 0: |          | 9980/? [1:00:29<00:00,  2.75it/s]
Epoch 0: |          | 9980/? [1:00:29<00:00,  2.75it/s]
Epoch 0: |          | 9981/? [1:00:30<00:00,  2.75it/s]
Epoch 0: |          | 9981/? [1:00:30<00:00,  2.75it/s]
Epoch 0: |          | 9982/? [1:00:30<00:00,  2.75it/s]
Epoch 0: |          | 9982/? [1:00:30<00:00,  2.75it/s]
Epoch 0: |          | 9983/? [1:00:30<00:00,  2.75it/s]
Epoch 0: |          | 9983/? [1:00:30<00:00,  2.75it/s]
Epoch 0: |          | 9984/? [1:00:31<00:00,  2.75it/s]
Epoch 0: |          | 9984/? [1:00:31<00:00,  2.75it/s]
Epoch 0: |          | 9985/? [1:00:31<00:00,  2.75it/s]
Epoch 0: |          | 9985/? [1:00:31<00:00,  2.75it/s]
Epoch 0: |          | 9986/? [1:00:31<00:00,  2.75it/s]
Epoch 0: |          | 9986/? [1:00:31<00:00,  2.75it/s]
Epoch 0: |          | 9987/? [1:00:31<00:00,  2.75it/s]
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Epoch 0: |          | 9988/? [1:00:32<00:00,  2.75it/s]
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Epoch 0: |          | 9989/? [1:00:32<00:00,  2.75it/s]
Epoch 0: |          | 9989/? [1:00:32<00:00,  2.75it/s]
Epoch 0: |          | 9990/? [1:00:32<00:00,  2.75it/s]
Epoch 0: |          | 9990/? [1:00:32<00:00,  2.75it/s]
Epoch 0: |          | 9991/? [1:00:32<00:00,  2.75it/s]
Epoch 0: |          | 9991/? [1:00:32<00:00,  2.75it/s]
Epoch 0: |          | 9992/? [1:00:33<00:00,  2.75it/s]
Epoch 0: |          | 9992/? [1:00:33<00:00,  2.75it/s]
Epoch 0: |          | 9993/? [1:00:33<00:00,  2.75it/s]
Epoch 0: |          | 9993/? [1:00:33<00:00,  2.75it/s]
Epoch 0: |          | 9994/? [1:00:33<00:00,  2.75it/s]
Epoch 0: |          | 9994/? [1:00:33<00:00,  2.75it/s]
Epoch 0: |          | 9995/? [1:00:34<00:00,  2.75it/s]
Epoch 0: |          | 9995/? [1:00:34<00:00,  2.75it/s]
Epoch 0: |          | 9996/? [1:00:34<00:00,  2.75it/s]
Epoch 0: |          | 9996/? [1:00:34<00:00,  2.75it/s]
Epoch 0: |          | 9997/? [1:00:34<00:00,  2.75it/s]
Epoch 0: |          | 9997/? [1:00:34<00:00,  2.75it/s]
Epoch 0: |          | 9998/? [1:00:34<00:00,  2.75it/s]
Epoch 0: |          | 9998/? [1:00:34<00:00,  2.75it/s]
Epoch 0: |          | 9999/? [1:00:35<00:00,  2.75it/s]
Epoch 0: |          | 9999/? [1:00:35<00:00,  2.75it/s]
Epoch 0: |          | 10000/? [1:00:35<00:00,  2.75it/s]
Epoch 0: |          | 10000/? [1:00:35<00:00,  2.75it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.68it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 16.03it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.85it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 16.11it/s]

Epoch 0: |          | 10000/? [1:00:35<00:00,  2.75it/s]
Epoch 0: |          | 10001/? [1:00:36<00:00,  2.75it/s]
Epoch 0: |          | 10001/? [1:00:36<00:00,  2.75it/s]
Epoch 0: |          | 10002/? [1:00:36<00:00,  2.75it/s]
Epoch 0: |          | 10002/? [1:00:36<00:00,  2.75it/s]
Epoch 0: |          | 10003/? [1:00:36<00:00,  2.75it/s]
Epoch 0: |          | 10003/? [1:00:36<00:00,  2.75it/s]
Epoch 0: |          | 10004/? [1:00:37<00:00,  2.75it/s]
Epoch 0: |          | 10004/? [1:00:37<00:00,  2.75it/s]
Epoch 0: |          | 10005/? [1:00:37<00:00,  2.75it/s]
Epoch 0: |          | 10005/? [1:00:37<00:00,  2.75it/s]
Epoch 0: |          | 10006/? [1:00:37<00:00,  2.75it/s]
Epoch 0: |          | 10006/? [1:00:37<00:00,  2.75it/s]
Epoch 0: |          | 10007/? [1:00:38<00:00,  2.75it/s]
Epoch 0: |          | 10007/? [1:00:38<00:00,  2.75it/s]
Epoch 0: |          | 10008/? [1:00:38<00:00,  2.75it/s]
Epoch 0: |          | 10008/? [1:00:38<00:00,  2.75it/s]
Epoch 0: |          | 10009/? [1:00:38<00:00,  2.75it/s]
Epoch 0: |          | 10009/? [1:00:38<00:00,  2.75it/s]
Epoch 0: |          | 10010/? [1:00:38<00:00,  2.75it/s]
Epoch 0: |          | 10010/? [1:00:38<00:00,  2.75it/s]
Epoch 0: |          | 10011/? [1:00:39<00:00,  2.75it/s]
Epoch 0: |          | 10011/? [1:00:39<00:00,  2.75it/s]
Epoch 0: |          | 10012/? [1:00:39<00:00,  2.75it/s]
Epoch 0: |          | 10012/? [1:00:39<00:00,  2.75it/s]
Epoch 0: |          | 10013/? [1:00:39<00:00,  2.75it/s]
Epoch 0: |          | 10013/? [1:00:39<00:00,  2.75it/s]
Epoch 0: |          | 10014/? [1:00:40<00:00,  2.75it/s]
Epoch 0: |          | 10014/? [1:00:40<00:00,  2.75it/s]
Epoch 0: |          | 10015/? [1:00:40<00:00,  2.75it/s]
Epoch 0: |          | 10015/? [1:00:40<00:00,  2.75it/s]
Epoch 0: |          | 10016/? [1:00:40<00:00,  2.75it/s]
Epoch 0: |          | 10016/? [1:00:40<00:00,  2.75it/s]
Epoch 0: |          | 10017/? [1:00:41<00:00,  2.75it/s]
Epoch 0: |          | 10017/? [1:00:41<00:00,  2.75it/s]
Epoch 0: |          | 10018/? [1:00:41<00:00,  2.75it/s]
Epoch 0: |          | 10018/? [1:00:41<00:00,  2.75it/s]
Epoch 0: |          | 10019/? [1:00:41<00:00,  2.75it/s]
Epoch 0: |          | 10019/? [1:00:41<00:00,  2.75it/s]
Epoch 0: |          | 10020/? [1:00:42<00:00,  2.75it/s]
Epoch 0: |          | 10020/? [1:00:42<00:00,  2.75it/s]
Epoch 0: |          | 10021/? [1:00:42<00:00,  2.75it/s]
Epoch 0: |          | 10021/? [1:00:42<00:00,  2.75it/s]
Epoch 0: |          | 10022/? [1:00:42<00:00,  2.75it/s]
Epoch 0: |          | 10022/? [1:00:42<00:00,  2.75it/s]
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Epoch 0: |          | 10111/? [1:01:09<00:00,  2.76it/s]
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Epoch 0: |          | 10112/? [1:01:09<00:00,  2.76it/s]
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Epoch 0: |          | 10113/? [1:01:10<00:00,  2.76it/s]
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Epoch 0: |          | 10114/? [1:01:10<00:00,  2.76it/s]
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Epoch 0: |          | 10115/? [1:01:10<00:00,  2.76it/s]
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Epoch 0: |          | 10120/? [1:01:12<00:00,  2.76it/s]
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Epoch 0: |          | 10121/? [1:01:12<00:00,  2.76it/s]
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Epoch 0: |          | 10122/? [1:01:12<00:00,  2.76it/s]
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Epoch 0: |          | 10124/? [1:01:13<00:00,  2.76it/s]
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Epoch 0: |          | 10127/? [1:01:14<00:00,  2.76it/s]
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Epoch 0: |          | 10128/? [1:01:14<00:00,  2.76it/s]
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Epoch 0: |          | 10129/? [1:01:14<00:00,  2.76it/s]
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Epoch 0: |          | 10130/? [1:01:15<00:00,  2.76it/s]
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Epoch 0: |          | 10131/? [1:01:15<00:00,  2.76it/s]
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Epoch 0: |          | 10173/? [1:01:28<00:00,  2.76it/s]
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Epoch 0: |          | 10200/? [1:01:36<00:00,  2.76it/s]
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Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.98it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 16.04it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.35it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.37it/s]

Epoch 0: |          | 10200/? [1:01:36<00:00,  2.76it/s]
Epoch 0: |          | 10201/? [1:01:36<00:00,  2.76it/s]
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Epoch 0: |          | 10206/? [1:01:38<00:00,  2.76it/s]
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Epoch 0: |          | 10207/? [1:01:38<00:00,  2.76it/s]
Epoch 0: |          | 10207/? [1:01:38<00:00,  2.76it/s]
Epoch 0: |          | 10208/? [1:01:38<00:00,  2.76it/s]
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Epoch 0: |          | 10209/? [1:01:39<00:00,  2.76it/s]
Epoch 0: |          | 10209/? [1:01:39<00:00,  2.76it/s]
Epoch 0: |          | 10210/? [1:01:39<00:00,  2.76it/s]
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Epoch 0: |          | 10211/? [1:01:39<00:00,  2.76it/s]
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Epoch 0: |          | 10212/? [1:01:40<00:00,  2.76it/s]
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Epoch 0: |          | 10213/? [1:01:40<00:00,  2.76it/s]
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Epoch 0: |          | 10214/? [1:01:40<00:00,  2.76it/s]
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Epoch 0: |          | 10215/? [1:01:41<00:00,  2.76it/s]
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Epoch 0: |          | 10216/? [1:01:41<00:00,  2.76it/s]
Epoch 0: |          | 10216/? [1:01:41<00:00,  2.76it/s]
Epoch 0: |          | 10217/? [1:01:41<00:00,  2.76it/s]
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Epoch 0: |          | 10218/? [1:01:41<00:00,  2.76it/s]
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Epoch 0: |          | 10219/? [1:01:42<00:00,  2.76it/s]
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Epoch 0: |          | 10220/? [1:01:42<00:00,  2.76it/s]
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Epoch 0: |          | 10221/? [1:01:42<00:00,  2.76it/s]
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Epoch 0: |          | 10222/? [1:01:43<00:00,  2.76it/s]
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Epoch 0: |          | 10223/? [1:01:43<00:00,  2.76it/s]
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Epoch 0: |          | 10224/? [1:01:43<00:00,  2.76it/s]
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Epoch 0: |          | 10225/? [1:01:43<00:00,  2.76it/s]
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Epoch 0: |          | 10226/? [1:01:44<00:00,  2.76it/s]
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Epoch 0: |          | 10230/? [1:01:45<00:00,  2.76it/s]
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Epoch 0: |          | 10231/? [1:01:45<00:00,  2.76it/s]
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Epoch 0: |          | 10232/? [1:01:46<00:00,  2.76it/s]
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Epoch 0: |          | 10233/? [1:01:46<00:00,  2.76it/s]
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Epoch 0: |          | 10234/? [1:01:46<00:00,  2.76it/s]
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Epoch 0: |          | 10249/? [1:01:51<00:00,  2.76it/s]
Epoch 0: |          | 10250/? [1:01:51<00:00,  2.76it/s]
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Epoch 0: |          | 10260/? [1:01:54<00:00,  2.76it/s]
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Epoch 0: |          | 10261/? [1:01:54<00:00,  2.76it/s]
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Epoch 0: |          | 10264/? [1:01:55<00:00,  2.76it/s]
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Epoch 0: |          | 10265/? [1:01:55<00:00,  2.76it/s]
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Epoch 0: |          | 10266/? [1:01:56<00:00,  2.76it/s]
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Epoch 0: |          | 10267/? [1:01:56<00:00,  2.76it/s]
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Epoch 0: |          | 10268/? [1:01:56<00:00,  2.76it/s]
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Epoch 0: |          | 10269/? [1:01:57<00:00,  2.76it/s]
Epoch 0: |          | 10269/? [1:01:57<00:00,  2.76it/s]
Epoch 0: |          | 10270/? [1:01:57<00:00,  2.76it/s]
Epoch 0: |          | 10270/? [1:01:57<00:00,  2.76it/s]
Epoch 0: |          | 10271/? [1:01:57<00:00,  2.76it/s]
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Epoch 0: |          | 10272/? [1:01:58<00:00,  2.76it/s]
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Epoch 0: |          | 10275/? [1:01:58<00:00,  2.76it/s]
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Epoch 0: |          | 10276/? [1:01:59<00:00,  2.76it/s]
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Epoch 0: |          | 10278/? [1:01:59<00:00,  2.76it/s]
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Epoch 0: |          | 10279/? [1:02:00<00:00,  2.76it/s]
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Epoch 0: |          | 10280/? [1:02:00<00:00,  2.76it/s]
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Epoch 0: |          | 10300/? [1:02:06<00:00,  2.76it/s]
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Epoch 0: |          | 10301/? [1:02:06<00:00,  2.76it/s]
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Epoch 0: |          | 10307/? [1:02:08<00:00,  2.76it/s]
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Epoch 0: |          | 10308/? [1:02:08<00:00,  2.76it/s]
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Epoch 0: |          | 10309/? [1:02:09<00:00,  2.76it/s]
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Epoch 0: |          | 10310/? [1:02:09<00:00,  2.76it/s]
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Epoch 0: |          | 10311/? [1:02:09<00:00,  2.76it/s]
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Epoch 0: |          | 10312/? [1:02:09<00:00,  2.76it/s]
Epoch 0: |          | 10312/? [1:02:09<00:00,  2.76it/s]
Epoch 0: |          | 10313/? [1:02:10<00:00,  2.76it/s]
Epoch 0: |          | 10313/? [1:02:10<00:00,  2.76it/s]
Epoch 0: |          | 10314/? [1:02:10<00:00,  2.76it/s]
Epoch 0: |          | 10314/? [1:02:10<00:00,  2.76it/s]
Epoch 0: |          | 10315/? [1:02:10<00:00,  2.76it/s]
Epoch 0: |          | 10315/? [1:02:10<00:00,  2.76it/s]
Epoch 0: |          | 10316/? [1:02:11<00:00,  2.76it/s]
Epoch 0: |          | 10316/? [1:02:11<00:00,  2.76it/s]
Epoch 0: |          | 10317/? [1:02:11<00:00,  2.76it/s]
Epoch 0: |          | 10317/? [1:02:11<00:00,  2.76it/s]
Epoch 0: |          | 10318/? [1:02:11<00:00,  2.76it/s]
Epoch 0: |          | 10318/? [1:02:11<00:00,  2.76it/s]
Epoch 0: |          | 10319/? [1:02:12<00:00,  2.76it/s]
Epoch 0: |          | 10319/? [1:02:12<00:00,  2.76it/s]
Epoch 0: |          | 10320/? [1:02:12<00:00,  2.76it/s]
Epoch 0: |          | 10320/? [1:02:12<00:00,  2.76it/s]
Epoch 0: |          | 10321/? [1:02:12<00:00,  2.77it/s]
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Epoch 0: |          | 10322/? [1:02:12<00:00,  2.77it/s]
Epoch 0: |          | 10322/? [1:02:12<00:00,  2.77it/s]
Epoch 0: |          | 10323/? [1:02:13<00:00,  2.77it/s]
Epoch 0: |          | 10323/? [1:02:13<00:00,  2.77it/s]
Epoch 0: |          | 10324/? [1:02:13<00:00,  2.77it/s]
Epoch 0: |          | 10324/? [1:02:13<00:00,  2.77it/s]
Epoch 0: |          | 10325/? [1:02:13<00:00,  2.77it/s]
Epoch 0: |          | 10325/? [1:02:13<00:00,  2.77it/s]
Epoch 0: |          | 10326/? [1:02:14<00:00,  2.77it/s]
Epoch 0: |          | 10326/? [1:02:14<00:00,  2.77it/s]
Epoch 0: |          | 10327/? [1:02:14<00:00,  2.77it/s]
Epoch 0: |          | 10327/? [1:02:14<00:00,  2.77it/s]
Epoch 0: |          | 10328/? [1:02:14<00:00,  2.77it/s]
Epoch 0: |          | 10328/? [1:02:14<00:00,  2.77it/s]
Epoch 0: |          | 10329/? [1:02:15<00:00,  2.77it/s]
Epoch 0: |          | 10329/? [1:02:15<00:00,  2.77it/s]
Epoch 0: |          | 10330/? [1:02:15<00:00,  2.77it/s]
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Epoch 0: |          | 10331/? [1:02:15<00:00,  2.77it/s]
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Epoch 0: |          | 10332/? [1:02:15<00:00,  2.77it/s]
Epoch 0: |          | 10332/? [1:02:15<00:00,  2.77it/s]
Epoch 0: |          | 10333/? [1:02:16<00:00,  2.77it/s]
Epoch 0: |          | 10333/? [1:02:16<00:00,  2.77it/s]
Epoch 0: |          | 10334/? [1:02:16<00:00,  2.77it/s]
Epoch 0: |          | 10334/? [1:02:16<00:00,  2.77it/s]
Epoch 0: |          | 10335/? [1:02:16<00:00,  2.77it/s]
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Epoch 0: |          | 10336/? [1:02:17<00:00,  2.77it/s]
Epoch 0: |          | 10336/? [1:02:17<00:00,  2.77it/s]
Epoch 0: |          | 10337/? [1:02:17<00:00,  2.77it/s]
Epoch 0: |          | 10337/? [1:02:17<00:00,  2.77it/s]
Epoch 0: |          | 10338/? [1:02:17<00:00,  2.77it/s]
Epoch 0: |          | 10338/? [1:02:17<00:00,  2.77it/s]
Epoch 0: |          | 10339/? [1:02:18<00:00,  2.77it/s]
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Epoch 0: |          | 10340/? [1:02:18<00:00,  2.77it/s]
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Epoch 0: |          | 10341/? [1:02:18<00:00,  2.77it/s]
Epoch 0: |          | 10341/? [1:02:18<00:00,  2.77it/s]
Epoch 0: |          | 10342/? [1:02:19<00:00,  2.77it/s]
Epoch 0: |          | 10342/? [1:02:19<00:00,  2.77it/s]
Epoch 0: |          | 10343/? [1:02:19<00:00,  2.77it/s]
Epoch 0: |          | 10343/? [1:02:19<00:00,  2.77it/s]
Epoch 0: |          | 10344/? [1:02:19<00:00,  2.77it/s]
Epoch 0: |          | 10344/? [1:02:19<00:00,  2.77it/s]
Epoch 0: |          | 10345/? [1:02:19<00:00,  2.77it/s]
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Epoch 0: |          | 10346/? [1:02:20<00:00,  2.77it/s]
Epoch 0: |          | 10346/? [1:02:20<00:00,  2.77it/s]
Epoch 0: |          | 10347/? [1:02:20<00:00,  2.77it/s]
Epoch 0: |          | 10347/? [1:02:20<00:00,  2.77it/s]
Epoch 0: |          | 10348/? [1:02:21<00:00,  2.77it/s]
Epoch 0: |          | 10348/? [1:02:21<00:00,  2.77it/s]
Epoch 0: |          | 10349/? [1:02:21<00:00,  2.77it/s]
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Epoch 0: |          | 10350/? [1:02:21<00:00,  2.77it/s]
Epoch 0: |          | 10350/? [1:02:21<00:00,  2.77it/s]
Epoch 0: |          | 10351/? [1:02:21<00:00,  2.77it/s]
Epoch 0: |          | 10351/? [1:02:21<00:00,  2.77it/s]
Epoch 0: |          | 10352/? [1:02:22<00:00,  2.77it/s]
Epoch 0: |          | 10352/? [1:02:22<00:00,  2.77it/s]
Epoch 0: |          | 10353/? [1:02:22<00:00,  2.77it/s]
Epoch 0: |          | 10353/? [1:02:22<00:00,  2.77it/s]
Epoch 0: |          | 10354/? [1:02:22<00:00,  2.77it/s]
Epoch 0: |          | 10354/? [1:02:22<00:00,  2.77it/s]
Epoch 0: |          | 10355/? [1:02:23<00:00,  2.77it/s]
Epoch 0: |          | 10355/? [1:02:23<00:00,  2.77it/s]
Epoch 0: |          | 10356/? [1:02:23<00:00,  2.77it/s]
Epoch 0: |          | 10356/? [1:02:23<00:00,  2.77it/s]
Epoch 0: |          | 10357/? [1:02:23<00:00,  2.77it/s]
Epoch 0: |          | 10357/? [1:02:23<00:00,  2.77it/s]
Epoch 0: |          | 10358/? [1:02:24<00:00,  2.77it/s]
Epoch 0: |          | 10358/? [1:02:24<00:00,  2.77it/s]
Epoch 0: |          | 10359/? [1:02:24<00:00,  2.77it/s]
Epoch 0: |          | 10359/? [1:02:24<00:00,  2.77it/s]
Epoch 0: |          | 10360/? [1:02:24<00:00,  2.77it/s]
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Epoch 0: |          | 10361/? [1:02:24<00:00,  2.77it/s]
Epoch 0: |          | 10361/? [1:02:24<00:00,  2.77it/s]
Epoch 0: |          | 10362/? [1:02:25<00:00,  2.77it/s]
Epoch 0: |          | 10362/? [1:02:25<00:00,  2.77it/s]
Epoch 0: |          | 10363/? [1:02:25<00:00,  2.77it/s]
Epoch 0: |          | 10363/? [1:02:25<00:00,  2.77it/s]
Epoch 0: |          | 10364/? [1:02:25<00:00,  2.77it/s]
Epoch 0: |          | 10364/? [1:02:25<00:00,  2.77it/s]
Epoch 0: |          | 10365/? [1:02:26<00:00,  2.77it/s]
Epoch 0: |          | 10365/? [1:02:26<00:00,  2.77it/s]
Epoch 0: |          | 10366/? [1:02:26<00:00,  2.77it/s]
Epoch 0: |          | 10366/? [1:02:26<00:00,  2.77it/s]
Epoch 0: |          | 10367/? [1:02:26<00:00,  2.77it/s]
Epoch 0: |          | 10367/? [1:02:26<00:00,  2.77it/s]
Epoch 0: |          | 10368/? [1:02:27<00:00,  2.77it/s]
Epoch 0: |          | 10368/? [1:02:27<00:00,  2.77it/s]
Epoch 0: |          | 10369/? [1:02:27<00:00,  2.77it/s]
Epoch 0: |          | 10369/? [1:02:27<00:00,  2.77it/s]
Epoch 0: |          | 10370/? [1:02:27<00:00,  2.77it/s]
Epoch 0: |          | 10370/? [1:02:27<00:00,  2.77it/s]
Epoch 0: |          | 10371/? [1:02:27<00:00,  2.77it/s]
Epoch 0: |          | 10371/? [1:02:27<00:00,  2.77it/s]
Epoch 0: |          | 10372/? [1:02:28<00:00,  2.77it/s]
Epoch 0: |          | 10372/? [1:02:28<00:00,  2.77it/s]
Epoch 0: |          | 10373/? [1:02:28<00:00,  2.77it/s]
Epoch 0: |          | 10373/? [1:02:28<00:00,  2.77it/s]
Epoch 0: |          | 10374/? [1:02:28<00:00,  2.77it/s]
Epoch 0: |          | 10374/? [1:02:28<00:00,  2.77it/s]
Epoch 0: |          | 10375/? [1:02:29<00:00,  2.77it/s]
Epoch 0: |          | 10375/? [1:02:29<00:00,  2.77it/s]
Epoch 0: |          | 10376/? [1:02:29<00:00,  2.77it/s]
Epoch 0: |          | 10376/? [1:02:29<00:00,  2.77it/s]
Epoch 0: |          | 10377/? [1:02:29<00:00,  2.77it/s]
Epoch 0: |          | 10377/? [1:02:29<00:00,  2.77it/s]
Epoch 0: |          | 10378/? [1:02:30<00:00,  2.77it/s]
Epoch 0: |          | 10378/? [1:02:30<00:00,  2.77it/s]
Epoch 0: |          | 10379/? [1:02:30<00:00,  2.77it/s]
Epoch 0: |          | 10379/? [1:02:30<00:00,  2.77it/s]
Epoch 0: |          | 10380/? [1:02:30<00:00,  2.77it/s]
Epoch 0: |          | 10380/? [1:02:30<00:00,  2.77it/s]
Epoch 0: |          | 10381/? [1:02:30<00:00,  2.77it/s]
Epoch 0: |          | 10381/? [1:02:30<00:00,  2.77it/s]
Epoch 0: |          | 10382/? [1:02:31<00:00,  2.77it/s]
Epoch 0: |          | 10382/? [1:02:31<00:00,  2.77it/s]
Epoch 0: |          | 10383/? [1:02:31<00:00,  2.77it/s]
Epoch 0: |          | 10383/? [1:02:31<00:00,  2.77it/s]
Epoch 0: |          | 10384/? [1:02:31<00:00,  2.77it/s]
Epoch 0: |          | 10384/? [1:02:31<00:00,  2.77it/s]
Epoch 0: |          | 10385/? [1:02:32<00:00,  2.77it/s]
Epoch 0: |          | 10385/? [1:02:32<00:00,  2.77it/s]
Epoch 0: |          | 10386/? [1:02:32<00:00,  2.77it/s]
Epoch 0: |          | 10386/? [1:02:32<00:00,  2.77it/s]
Epoch 0: |          | 10387/? [1:02:32<00:00,  2.77it/s]
Epoch 0: |          | 10387/? [1:02:32<00:00,  2.77it/s]
Epoch 0: |          | 10388/? [1:02:33<00:00,  2.77it/s]
Epoch 0: |          | 10388/? [1:02:33<00:00,  2.77it/s]
Epoch 0: |          | 10389/? [1:02:33<00:00,  2.77it/s]
Epoch 0: |          | 10389/? [1:02:33<00:00,  2.77it/s]
Epoch 0: |          | 10390/? [1:02:33<00:00,  2.77it/s]
Epoch 0: |          | 10390/? [1:02:33<00:00,  2.77it/s]
Epoch 0: |          | 10391/? [1:02:33<00:00,  2.77it/s]
Epoch 0: |          | 10391/? [1:02:33<00:00,  2.77it/s]
Epoch 0: |          | 10392/? [1:02:34<00:00,  2.77it/s]
Epoch 0: |          | 10392/? [1:02:34<00:00,  2.77it/s]
Epoch 0: |          | 10393/? [1:02:34<00:00,  2.77it/s]
Epoch 0: |          | 10393/? [1:02:34<00:00,  2.77it/s]
Epoch 0: |          | 10394/? [1:02:34<00:00,  2.77it/s]
Epoch 0: |          | 10394/? [1:02:34<00:00,  2.77it/s]
Epoch 0: |          | 10395/? [1:02:35<00:00,  2.77it/s]
Epoch 0: |          | 10395/? [1:02:35<00:00,  2.77it/s]
Epoch 0: |          | 10396/? [1:02:35<00:00,  2.77it/s]
Epoch 0: |          | 10396/? [1:02:35<00:00,  2.77it/s]
Epoch 0: |          | 10397/? [1:02:35<00:00,  2.77it/s]
Epoch 0: |          | 10397/? [1:02:35<00:00,  2.77it/s]
Epoch 0: |          | 10398/? [1:02:36<00:00,  2.77it/s]
Epoch 0: |          | 10398/? [1:02:36<00:00,  2.77it/s]
Epoch 0: |          | 10399/? [1:02:36<00:00,  2.77it/s]
Epoch 0: |          | 10399/? [1:02:36<00:00,  2.77it/s]
Epoch 0: |          | 10400/? [1:02:36<00:00,  2.77it/s]
Epoch 0: |          | 10400/? [1:02:36<00:00,  2.77it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.81it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.62it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.32it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.41it/s]

Epoch 0: |          | 10400/? [1:02:36<00:00,  2.77it/s]
Epoch 0: |          | 10401/? [1:02:37<00:00,  2.77it/s]
Epoch 0: |          | 10401/? [1:02:37<00:00,  2.77it/s]
Epoch 0: |          | 10402/? [1:02:37<00:00,  2.77it/s]
Epoch 0: |          | 10402/? [1:02:37<00:00,  2.77it/s]
Epoch 0: |          | 10403/? [1:02:37<00:00,  2.77it/s]
Epoch 0: |          | 10403/? [1:02:37<00:00,  2.77it/s]
Epoch 0: |          | 10404/? [1:02:38<00:00,  2.77it/s]
Epoch 0: |          | 10404/? [1:02:38<00:00,  2.77it/s]
Epoch 0: |          | 10405/? [1:02:38<00:00,  2.77it/s]
Epoch 0: |          | 10405/? [1:02:38<00:00,  2.77it/s]
Epoch 0: |          | 10406/? [1:02:38<00:00,  2.77it/s]
Epoch 0: |          | 10406/? [1:02:38<00:00,  2.77it/s]
Epoch 0: |          | 10407/? [1:02:39<00:00,  2.77it/s]
Epoch 0: |          | 10407/? [1:02:39<00:00,  2.77it/s]
Epoch 0: |          | 10408/? [1:02:39<00:00,  2.77it/s]
Epoch 0: |          | 10408/? [1:02:39<00:00,  2.77it/s]
Epoch 0: |          | 10409/? [1:02:39<00:00,  2.77it/s]
Epoch 0: |          | 10409/? [1:02:39<00:00,  2.77it/s]
Epoch 0: |          | 10410/? [1:02:39<00:00,  2.77it/s]
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Epoch 0: |          | 10411/? [1:02:40<00:00,  2.77it/s]
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Epoch 0: |          | 10412/? [1:02:40<00:00,  2.77it/s]
Epoch 0: |          | 10412/? [1:02:40<00:00,  2.77it/s]
Epoch 0: |          | 10413/? [1:02:40<00:00,  2.77it/s]
Epoch 0: |          | 10413/? [1:02:40<00:00,  2.77it/s]
Epoch 0: |          | 10414/? [1:02:41<00:00,  2.77it/s]
Epoch 0: |          | 10414/? [1:02:41<00:00,  2.77it/s]
Epoch 0: |          | 10415/? [1:02:41<00:00,  2.77it/s]
Epoch 0: |          | 10415/? [1:02:41<00:00,  2.77it/s]
Epoch 0: |          | 10416/? [1:02:41<00:00,  2.77it/s]
Epoch 0: |          | 10416/? [1:02:41<00:00,  2.77it/s]
Epoch 0: |          | 10417/? [1:02:41<00:00,  2.77it/s]
Epoch 0: |          | 10417/? [1:02:42<00:00,  2.77it/s]
Epoch 0: |          | 10418/? [1:02:42<00:00,  2.77it/s]
Epoch 0: |          | 10418/? [1:02:42<00:00,  2.77it/s]
Epoch 0: |          | 10419/? [1:02:42<00:00,  2.77it/s]
Epoch 0: |          | 10419/? [1:02:42<00:00,  2.77it/s]
Epoch 0: |          | 10420/? [1:02:42<00:00,  2.77it/s]
Epoch 0: |          | 10420/? [1:02:42<00:00,  2.77it/s]
Epoch 0: |          | 10421/? [1:02:43<00:00,  2.77it/s]
Epoch 0: |          | 10421/? [1:02:43<00:00,  2.77it/s]
Epoch 0: |          | 10422/? [1:02:43<00:00,  2.77it/s]
Epoch 0: |          | 10422/? [1:02:43<00:00,  2.77it/s]
Epoch 0: |          | 10423/? [1:02:43<00:00,  2.77it/s]
Epoch 0: |          | 10423/? [1:02:43<00:00,  2.77it/s]
Epoch 0: |          | 10424/? [1:02:44<00:00,  2.77it/s]
Epoch 0: |          | 10424/? [1:02:44<00:00,  2.77it/s]
Epoch 0: |          | 10425/? [1:02:44<00:00,  2.77it/s]
Epoch 0: |          | 10425/? [1:02:44<00:00,  2.77it/s]
Epoch 0: |          | 10426/? [1:02:44<00:00,  2.77it/s]
Epoch 0: |          | 10426/? [1:02:44<00:00,  2.77it/s]
Epoch 0: |          | 10427/? [1:02:45<00:00,  2.77it/s]
Epoch 0: |          | 10427/? [1:02:45<00:00,  2.77it/s]
Epoch 0: |          | 10428/? [1:02:45<00:00,  2.77it/s]
Epoch 0: |          | 10428/? [1:02:45<00:00,  2.77it/s]
Epoch 0: |          | 10429/? [1:02:45<00:00,  2.77it/s]
Epoch 0: |          | 10429/? [1:02:45<00:00,  2.77it/s]
Epoch 0: |          | 10430/? [1:02:45<00:00,  2.77it/s]
Epoch 0: |          | 10430/? [1:02:45<00:00,  2.77it/s]
Epoch 0: |          | 10431/? [1:02:46<00:00,  2.77it/s]
Epoch 0: |          | 10431/? [1:02:46<00:00,  2.77it/s]
Epoch 0: |          | 10432/? [1:02:46<00:00,  2.77it/s]
Epoch 0: |          | 10432/? [1:02:46<00:00,  2.77it/s]
Epoch 0: |          | 10433/? [1:02:46<00:00,  2.77it/s]
Epoch 0: |          | 10433/? [1:02:46<00:00,  2.77it/s]
Epoch 0: |          | 10434/? [1:02:47<00:00,  2.77it/s]
Epoch 0: |          | 10434/? [1:02:47<00:00,  2.77it/s]
Epoch 0: |          | 10435/? [1:02:47<00:00,  2.77it/s]
Epoch 0: |          | 10435/? [1:02:47<00:00,  2.77it/s]
Epoch 0: |          | 10436/? [1:02:47<00:00,  2.77it/s]
Epoch 0: |          | 10436/? [1:02:47<00:00,  2.77it/s]
Epoch 0: |          | 10437/? [1:02:47<00:00,  2.77it/s]
Epoch 0: |          | 10437/? [1:02:47<00:00,  2.77it/s]
Epoch 0: |          | 10438/? [1:02:48<00:00,  2.77it/s]
Epoch 0: |          | 10438/? [1:02:48<00:00,  2.77it/s]
Epoch 0: |          | 10439/? [1:02:48<00:00,  2.77it/s]
Epoch 0: |          | 10439/? [1:02:48<00:00,  2.77it/s]
Epoch 0: |          | 10440/? [1:02:48<00:00,  2.77it/s]
Epoch 0: |          | 10440/? [1:02:48<00:00,  2.77it/s]
Epoch 0: |          | 10441/? [1:02:49<00:00,  2.77it/s]
Epoch 0: |          | 10441/? [1:02:49<00:00,  2.77it/s]
Epoch 0: |          | 10442/? [1:02:49<00:00,  2.77it/s]
Epoch 0: |          | 10442/? [1:02:49<00:00,  2.77it/s]
Epoch 0: |          | 10443/? [1:02:49<00:00,  2.77it/s]
Epoch 0: |          | 10443/? [1:02:49<00:00,  2.77it/s]
Epoch 0: |          | 10444/? [1:02:50<00:00,  2.77it/s]
Epoch 0: |          | 10444/? [1:02:50<00:00,  2.77it/s]
Epoch 0: |          | 10445/? [1:02:50<00:00,  2.77it/s]
Epoch 0: |          | 10445/? [1:02:50<00:00,  2.77it/s]
Epoch 0: |          | 10446/? [1:02:50<00:00,  2.77it/s]
Epoch 0: |          | 10446/? [1:02:50<00:00,  2.77it/s]
Epoch 0: |          | 10447/? [1:02:50<00:00,  2.77it/s]
Epoch 0: |          | 10447/? [1:02:50<00:00,  2.77it/s]
Epoch 0: |          | 10448/? [1:02:51<00:00,  2.77it/s]
Epoch 0: |          | 10448/? [1:02:51<00:00,  2.77it/s]
Epoch 0: |          | 10449/? [1:02:51<00:00,  2.77it/s]
Epoch 0: |          | 10449/? [1:02:51<00:00,  2.77it/s]
Epoch 0: |          | 10450/? [1:02:51<00:00,  2.77it/s]
Epoch 0: |          | 10450/? [1:02:51<00:00,  2.77it/s]
Epoch 0: |          | 10451/? [1:02:52<00:00,  2.77it/s]
Epoch 0: |          | 10451/? [1:02:52<00:00,  2.77it/s]
Epoch 0: |          | 10452/? [1:02:52<00:00,  2.77it/s]
Epoch 0: |          | 10452/? [1:02:52<00:00,  2.77it/s]
Epoch 0: |          | 10453/? [1:02:52<00:00,  2.77it/s]
Epoch 0: |          | 10453/? [1:02:52<00:00,  2.77it/s]
Epoch 0: |          | 10454/? [1:02:52<00:00,  2.77it/s]
Epoch 0: |          | 10454/? [1:02:52<00:00,  2.77it/s]
Epoch 0: |          | 10455/? [1:02:53<00:00,  2.77it/s]
Epoch 0: |          | 10455/? [1:02:53<00:00,  2.77it/s]
Epoch 0: |          | 10456/? [1:02:53<00:00,  2.77it/s]
Epoch 0: |          | 10456/? [1:02:53<00:00,  2.77it/s]
Epoch 0: |          | 10457/? [1:02:53<00:00,  2.77it/s]
Epoch 0: |          | 10457/? [1:02:53<00:00,  2.77it/s]
Epoch 0: |          | 10458/? [1:02:54<00:00,  2.77it/s]
Epoch 0: |          | 10458/? [1:02:54<00:00,  2.77it/s]
Epoch 0: |          | 10459/? [1:02:54<00:00,  2.77it/s]
Epoch 0: |          | 10459/? [1:02:54<00:00,  2.77it/s]
Epoch 0: |          | 10460/? [1:02:54<00:00,  2.77it/s]
Epoch 0: |          | 10460/? [1:02:54<00:00,  2.77it/s]
Epoch 0: |          | 10461/? [1:02:55<00:00,  2.77it/s]
Epoch 0: |          | 10461/? [1:02:55<00:00,  2.77it/s]
Epoch 0: |          | 10462/? [1:02:55<00:00,  2.77it/s]
Epoch 0: |          | 10462/? [1:02:55<00:00,  2.77it/s]
Epoch 0: |          | 10463/? [1:02:55<00:00,  2.77it/s]
Epoch 0: |          | 10463/? [1:02:55<00:00,  2.77it/s]
Epoch 0: |          | 10464/? [1:02:55<00:00,  2.77it/s]
Epoch 0: |          | 10464/? [1:02:55<00:00,  2.77it/s]
Epoch 0: |          | 10465/? [1:02:56<00:00,  2.77it/s]
Epoch 0: |          | 10465/? [1:02:56<00:00,  2.77it/s]
Epoch 0: |          | 10466/? [1:02:56<00:00,  2.77it/s]
Epoch 0: |          | 10466/? [1:02:56<00:00,  2.77it/s]
Epoch 0: |          | 10467/? [1:02:56<00:00,  2.77it/s]
Epoch 0: |          | 10467/? [1:02:56<00:00,  2.77it/s]
Epoch 0: |          | 10468/? [1:02:57<00:00,  2.77it/s]
Epoch 0: |          | 10468/? [1:02:57<00:00,  2.77it/s]
Epoch 0: |          | 10469/? [1:02:57<00:00,  2.77it/s]
Epoch 0: |          | 10469/? [1:02:57<00:00,  2.77it/s]
Epoch 0: |          | 10470/? [1:02:57<00:00,  2.77it/s]
Epoch 0: |          | 10470/? [1:02:57<00:00,  2.77it/s]
Epoch 0: |          | 10471/? [1:02:57<00:00,  2.77it/s]
Epoch 0: |          | 10471/? [1:02:57<00:00,  2.77it/s]
Epoch 0: |          | 10472/? [1:02:58<00:00,  2.77it/s]
Epoch 0: |          | 10472/? [1:02:58<00:00,  2.77it/s]
Epoch 0: |          | 10473/? [1:02:58<00:00,  2.77it/s]
Epoch 0: |          | 10473/? [1:02:58<00:00,  2.77it/s]
Epoch 0: |          | 10474/? [1:02:58<00:00,  2.77it/s]
Epoch 0: |          | 10474/? [1:02:58<00:00,  2.77it/s]
Epoch 0: |          | 10475/? [1:02:59<00:00,  2.77it/s]
Epoch 0: |          | 10475/? [1:02:59<00:00,  2.77it/s]
Epoch 0: |          | 10476/? [1:02:59<00:00,  2.77it/s]
Epoch 0: |          | 10476/? [1:02:59<00:00,  2.77it/s]
Epoch 0: |          | 10477/? [1:02:59<00:00,  2.77it/s]
Epoch 0: |          | 10477/? [1:02:59<00:00,  2.77it/s]
Epoch 0: |          | 10478/? [1:03:00<00:00,  2.77it/s]
Epoch 0: |          | 10478/? [1:03:00<00:00,  2.77it/s]
Epoch 0: |          | 10479/? [1:03:00<00:00,  2.77it/s]
Epoch 0: |          | 10479/? [1:03:00<00:00,  2.77it/s]
Epoch 0: |          | 10480/? [1:03:00<00:00,  2.77it/s]
Epoch 0: |          | 10480/? [1:03:00<00:00,  2.77it/s]
Epoch 0: |          | 10481/? [1:03:00<00:00,  2.77it/s]
Epoch 0: |          | 10481/? [1:03:00<00:00,  2.77it/s]
Epoch 0: |          | 10482/? [1:03:01<00:00,  2.77it/s]
Epoch 0: |          | 10482/? [1:03:01<00:00,  2.77it/s]
Epoch 0: |          | 10483/? [1:03:01<00:00,  2.77it/s]
Epoch 0: |          | 10483/? [1:03:01<00:00,  2.77it/s]
Epoch 0: |          | 10484/? [1:03:01<00:00,  2.77it/s]
Epoch 0: |          | 10484/? [1:03:01<00:00,  2.77it/s]
Epoch 0: |          | 10485/? [1:03:02<00:00,  2.77it/s]
Epoch 0: |          | 10485/? [1:03:02<00:00,  2.77it/s]
Epoch 0: |          | 10486/? [1:03:02<00:00,  2.77it/s]
Epoch 0: |          | 10486/? [1:03:02<00:00,  2.77it/s]
Epoch 0: |          | 10487/? [1:03:02<00:00,  2.77it/s]
Epoch 0: |          | 10487/? [1:03:02<00:00,  2.77it/s]
Epoch 0: |          | 10488/? [1:03:03<00:00,  2.77it/s]
Epoch 0: |          | 10488/? [1:03:03<00:00,  2.77it/s]
Epoch 0: |          | 10489/? [1:03:03<00:00,  2.77it/s]
Epoch 0: |          | 10489/? [1:03:03<00:00,  2.77it/s]
Epoch 0: |          | 10490/? [1:03:03<00:00,  2.77it/s]
Epoch 0: |          | 10490/? [1:03:03<00:00,  2.77it/s]
Epoch 0: |          | 10491/? [1:03:03<00:00,  2.77it/s]
Epoch 0: |          | 10491/? [1:03:03<00:00,  2.77it/s]
Epoch 0: |          | 10492/? [1:03:04<00:00,  2.77it/s]
Epoch 0: |          | 10492/? [1:03:04<00:00,  2.77it/s]
Epoch 0: |          | 10493/? [1:03:04<00:00,  2.77it/s]
Epoch 0: |          | 10493/? [1:03:04<00:00,  2.77it/s]
Epoch 0: |          | 10494/? [1:03:04<00:00,  2.77it/s]
Epoch 0: |          | 10494/? [1:03:04<00:00,  2.77it/s]
Epoch 0: |          | 10495/? [1:03:05<00:00,  2.77it/s]
Epoch 0: |          | 10495/? [1:03:05<00:00,  2.77it/s]
Epoch 0: |          | 10496/? [1:03:05<00:00,  2.77it/s]
Epoch 0: |          | 10496/? [1:03:05<00:00,  2.77it/s]
Epoch 0: |          | 10497/? [1:03:05<00:00,  2.77it/s]
Epoch 0: |          | 10497/? [1:03:05<00:00,  2.77it/s]
Epoch 0: |          | 10498/? [1:03:05<00:00,  2.77it/s]
Epoch 0: |          | 10498/? [1:03:05<00:00,  2.77it/s]
Epoch 0: |          | 10499/? [1:03:06<00:00,  2.77it/s]
Epoch 0: |          | 10499/? [1:03:06<00:00,  2.77it/s]
Epoch 0: |          | 10500/? [1:03:06<00:00,  2.77it/s]
Epoch 0: |          | 10500/? [1:03:06<00:00,  2.77it/s]
Epoch 0: |          | 10501/? [1:03:06<00:00,  2.77it/s]
Epoch 0: |          | 10501/? [1:03:06<00:00,  2.77it/s]
Epoch 0: |          | 10502/? [1:03:07<00:00,  2.77it/s]
Epoch 0: |          | 10502/? [1:03:07<00:00,  2.77it/s]
Epoch 0: |          | 10503/? [1:03:07<00:00,  2.77it/s]
Epoch 0: |          | 10503/? [1:03:07<00:00,  2.77it/s]
Epoch 0: |          | 10504/? [1:03:07<00:00,  2.77it/s]
Epoch 0: |          | 10504/? [1:03:07<00:00,  2.77it/s]
Epoch 0: |          | 10505/? [1:03:08<00:00,  2.77it/s]
Epoch 0: |          | 10505/? [1:03:08<00:00,  2.77it/s]
Epoch 0: |          | 10506/? [1:03:08<00:00,  2.77it/s]
Epoch 0: |          | 10506/? [1:03:08<00:00,  2.77it/s]
Epoch 0: |          | 10507/? [1:03:08<00:00,  2.77it/s]
Epoch 0: |          | 10507/? [1:03:08<00:00,  2.77it/s]
Epoch 0: |          | 10508/? [1:03:08<00:00,  2.77it/s]
Epoch 0: |          | 10508/? [1:03:08<00:00,  2.77it/s]
Epoch 0: |          | 10509/? [1:03:09<00:00,  2.77it/s]
Epoch 0: |          | 10509/? [1:03:09<00:00,  2.77it/s]
Epoch 0: |          | 10510/? [1:03:09<00:00,  2.77it/s]
Epoch 0: |          | 10510/? [1:03:09<00:00,  2.77it/s]
Epoch 0: |          | 10511/? [1:03:09<00:00,  2.77it/s]
Epoch 0: |          | 10511/? [1:03:09<00:00,  2.77it/s]
Epoch 0: |          | 10512/? [1:03:10<00:00,  2.77it/s]
Epoch 0: |          | 10512/? [1:03:10<00:00,  2.77it/s]
Epoch 0: |          | 10513/? [1:03:10<00:00,  2.77it/s]
Epoch 0: |          | 10513/? [1:03:10<00:00,  2.77it/s]
Epoch 0: |          | 10514/? [1:03:10<00:00,  2.77it/s]
Epoch 0: |          | 10514/? [1:03:10<00:00,  2.77it/s]
Epoch 0: |          | 10515/? [1:03:10<00:00,  2.77it/s]
Epoch 0: |          | 10515/? [1:03:10<00:00,  2.77it/s]
Epoch 0: |          | 10516/? [1:03:11<00:00,  2.77it/s]
Epoch 0: |          | 10516/? [1:03:11<00:00,  2.77it/s]
Epoch 0: |          | 10517/? [1:03:11<00:00,  2.77it/s]
Epoch 0: |          | 10517/? [1:03:11<00:00,  2.77it/s]
Epoch 0: |          | 10518/? [1:03:11<00:00,  2.77it/s]
Epoch 0: |          | 10518/? [1:03:11<00:00,  2.77it/s]
Epoch 0: |          | 10519/? [1:03:12<00:00,  2.77it/s]
Epoch 0: |          | 10519/? [1:03:12<00:00,  2.77it/s]
Epoch 0: |          | 10520/? [1:03:12<00:00,  2.77it/s]
Epoch 0: |          | 10520/? [1:03:12<00:00,  2.77it/s]
Epoch 0: |          | 10521/? [1:03:12<00:00,  2.77it/s]
Epoch 0: |          | 10521/? [1:03:12<00:00,  2.77it/s]
Epoch 0: |          | 10522/? [1:03:13<00:00,  2.77it/s]
Epoch 0: |          | 10522/? [1:03:13<00:00,  2.77it/s]
Epoch 0: |          | 10523/? [1:03:13<00:00,  2.77it/s]
Epoch 0: |          | 10523/? [1:03:13<00:00,  2.77it/s]
Epoch 0: |          | 10524/? [1:03:13<00:00,  2.77it/s]
Epoch 0: |          | 10524/? [1:03:13<00:00,  2.77it/s]
Epoch 0: |          | 10525/? [1:03:13<00:00,  2.77it/s]
Epoch 0: |          | 10525/? [1:03:13<00:00,  2.77it/s]
Epoch 0: |          | 10526/? [1:03:14<00:00,  2.77it/s]
Epoch 0: |          | 10526/? [1:03:14<00:00,  2.77it/s]
Epoch 0: |          | 10527/? [1:03:14<00:00,  2.77it/s]
Epoch 0: |          | 10527/? [1:03:14<00:00,  2.77it/s]
Epoch 0: |          | 10528/? [1:03:14<00:00,  2.77it/s]
Epoch 0: |          | 10528/? [1:03:14<00:00,  2.77it/s]
Epoch 0: |          | 10529/? [1:03:15<00:00,  2.77it/s]
Epoch 0: |          | 10529/? [1:03:15<00:00,  2.77it/s]
Epoch 0: |          | 10530/? [1:03:15<00:00,  2.77it/s]
Epoch 0: |          | 10530/? [1:03:15<00:00,  2.77it/s]
Epoch 0: |          | 10531/? [1:03:15<00:00,  2.77it/s]
Epoch 0: |          | 10531/? [1:03:15<00:00,  2.77it/s]
Epoch 0: |          | 10532/? [1:03:15<00:00,  2.77it/s]
Epoch 0: |          | 10532/? [1:03:15<00:00,  2.77it/s]
Epoch 0: |          | 10533/? [1:03:16<00:00,  2.77it/s]
Epoch 0: |          | 10533/? [1:03:16<00:00,  2.77it/s]
Epoch 0: |          | 10534/? [1:03:16<00:00,  2.77it/s]
Epoch 0: |          | 10534/? [1:03:16<00:00,  2.77it/s]
Epoch 0: |          | 10535/? [1:03:16<00:00,  2.77it/s]
Epoch 0: |          | 10535/? [1:03:16<00:00,  2.77it/s]
Epoch 0: |          | 10536/? [1:03:17<00:00,  2.77it/s]
Epoch 0: |          | 10536/? [1:03:17<00:00,  2.77it/s]
Epoch 0: |          | 10537/? [1:03:17<00:00,  2.77it/s]
Epoch 0: |          | 10537/? [1:03:17<00:00,  2.77it/s]
Epoch 0: |          | 10538/? [1:03:17<00:00,  2.77it/s]
Epoch 0: |          | 10538/? [1:03:17<00:00,  2.77it/s]
Epoch 0: |          | 10539/? [1:03:17<00:00,  2.77it/s]
Epoch 0: |          | 10539/? [1:03:17<00:00,  2.77it/s]
Epoch 0: |          | 10540/? [1:03:18<00:00,  2.77it/s]
Epoch 0: |          | 10540/? [1:03:18<00:00,  2.77it/s]
Epoch 0: |          | 10541/? [1:03:18<00:00,  2.78it/s]
Epoch 0: |          | 10541/? [1:03:18<00:00,  2.78it/s]
Epoch 0: |          | 10542/? [1:03:18<00:00,  2.78it/s]
Epoch 0: |          | 10542/? [1:03:18<00:00,  2.78it/s]
Epoch 0: |          | 10543/? [1:03:19<00:00,  2.78it/s]
Epoch 0: |          | 10543/? [1:03:19<00:00,  2.78it/s]
Epoch 0: |          | 10544/? [1:03:19<00:00,  2.78it/s]
Epoch 0: |          | 10544/? [1:03:19<00:00,  2.78it/s]
Epoch 0: |          | 10545/? [1:03:19<00:00,  2.78it/s]
Epoch 0: |          | 10545/? [1:03:19<00:00,  2.78it/s]
Epoch 0: |          | 10546/? [1:03:20<00:00,  2.78it/s]
Epoch 0: |          | 10546/? [1:03:20<00:00,  2.78it/s]
Epoch 0: |          | 10547/? [1:03:20<00:00,  2.78it/s]
Epoch 0: |          | 10547/? [1:03:20<00:00,  2.78it/s]
Epoch 0: |          | 10548/? [1:03:20<00:00,  2.78it/s]
Epoch 0: |          | 10548/? [1:03:20<00:00,  2.78it/s]
Epoch 0: |          | 10549/? [1:03:20<00:00,  2.78it/s]
Epoch 0: |          | 10549/? [1:03:20<00:00,  2.78it/s]
Epoch 0: |          | 10550/? [1:03:21<00:00,  2.78it/s]
Epoch 0: |          | 10550/? [1:03:21<00:00,  2.78it/s]
Epoch 0: |          | 10551/? [1:03:21<00:00,  2.78it/s]
Epoch 0: |          | 10551/? [1:03:21<00:00,  2.78it/s]
Epoch 0: |          | 10552/? [1:03:21<00:00,  2.78it/s]
Epoch 0: |          | 10552/? [1:03:21<00:00,  2.78it/s]
Epoch 0: |          | 10553/? [1:03:22<00:00,  2.78it/s]
Epoch 0: |          | 10553/? [1:03:22<00:00,  2.78it/s]
Epoch 0: |          | 10554/? [1:03:22<00:00,  2.78it/s]
Epoch 0: |          | 10554/? [1:03:22<00:00,  2.78it/s]
Epoch 0: |          | 10555/? [1:03:22<00:00,  2.78it/s]
Epoch 0: |          | 10555/? [1:03:22<00:00,  2.78it/s]
Epoch 0: |          | 10556/? [1:03:23<00:00,  2.78it/s]
Epoch 0: |          | 10556/? [1:03:23<00:00,  2.78it/s]
Epoch 0: |          | 10557/? [1:03:23<00:00,  2.78it/s]
Epoch 0: |          | 10557/? [1:03:23<00:00,  2.78it/s]
Epoch 0: |          | 10558/? [1:03:23<00:00,  2.78it/s]
Epoch 0: |          | 10558/? [1:03:23<00:00,  2.78it/s]
Epoch 0: |          | 10559/? [1:03:23<00:00,  2.78it/s]
Epoch 0: |          | 10559/? [1:03:23<00:00,  2.78it/s]
Epoch 0: |          | 10560/? [1:03:24<00:00,  2.78it/s]
Epoch 0: |          | 10560/? [1:03:24<00:00,  2.78it/s]
Epoch 0: |          | 10561/? [1:03:24<00:00,  2.78it/s]
Epoch 0: |          | 10561/? [1:03:24<00:00,  2.78it/s]
Epoch 0: |          | 10562/? [1:03:24<00:00,  2.78it/s]
Epoch 0: |          | 10562/? [1:03:24<00:00,  2.78it/s]
Epoch 0: |          | 10563/? [1:03:25<00:00,  2.78it/s]
Epoch 0: |          | 10563/? [1:03:25<00:00,  2.78it/s]
Epoch 0: |          | 10564/? [1:03:25<00:00,  2.78it/s]
Epoch 0: |          | 10564/? [1:03:25<00:00,  2.78it/s]
Epoch 0: |          | 10565/? [1:03:25<00:00,  2.78it/s]
Epoch 0: |          | 10565/? [1:03:25<00:00,  2.78it/s]
Epoch 0: |          | 10566/? [1:03:25<00:00,  2.78it/s]
Epoch 0: |          | 10566/? [1:03:25<00:00,  2.78it/s]
Epoch 0: |          | 10567/? [1:03:26<00:00,  2.78it/s]
Epoch 0: |          | 10567/? [1:03:26<00:00,  2.78it/s]
Epoch 0: |          | 10568/? [1:03:26<00:00,  2.78it/s]
Epoch 0: |          | 10568/? [1:03:26<00:00,  2.78it/s]
Epoch 0: |          | 10569/? [1:03:26<00:00,  2.78it/s]
Epoch 0: |          | 10569/? [1:03:26<00:00,  2.78it/s]
Epoch 0: |          | 10570/? [1:03:27<00:00,  2.78it/s]
Epoch 0: |          | 10570/? [1:03:27<00:00,  2.78it/s]
Epoch 0: |          | 10571/? [1:03:27<00:00,  2.78it/s]
Epoch 0: |          | 10571/? [1:03:27<00:00,  2.78it/s]
Epoch 0: |          | 10572/? [1:03:27<00:00,  2.78it/s]
Epoch 0: |          | 10572/? [1:03:27<00:00,  2.78it/s]
Epoch 0: |          | 10573/? [1:03:27<00:00,  2.78it/s]
Epoch 0: |          | 10573/? [1:03:27<00:00,  2.78it/s]
Epoch 0: |          | 10574/? [1:03:28<00:00,  2.78it/s]
Epoch 0: |          | 10574/? [1:03:28<00:00,  2.78it/s]
Epoch 0: |          | 10575/? [1:03:28<00:00,  2.78it/s]
Epoch 0: |          | 10575/? [1:03:28<00:00,  2.78it/s]
Epoch 0: |          | 10576/? [1:03:28<00:00,  2.78it/s]
Epoch 0: |          | 10576/? [1:03:28<00:00,  2.78it/s]
Epoch 0: |          | 10577/? [1:03:29<00:00,  2.78it/s]
Epoch 0: |          | 10577/? [1:03:29<00:00,  2.78it/s]
Epoch 0: |          | 10578/? [1:03:29<00:00,  2.78it/s]
Epoch 0: |          | 10578/? [1:03:29<00:00,  2.78it/s]
Epoch 0: |          | 10579/? [1:03:29<00:00,  2.78it/s]
Epoch 0: |          | 10579/? [1:03:29<00:00,  2.78it/s]
Epoch 0: |          | 10580/? [1:03:30<00:00,  2.78it/s]
Epoch 0: |          | 10580/? [1:03:30<00:00,  2.78it/s]
Epoch 0: |          | 10581/? [1:03:30<00:00,  2.78it/s]
Epoch 0: |          | 10581/? [1:03:30<00:00,  2.78it/s]
Epoch 0: |          | 10582/? [1:03:30<00:00,  2.78it/s]
Epoch 0: |          | 10582/? [1:03:30<00:00,  2.78it/s]
Epoch 0: |          | 10583/? [1:03:30<00:00,  2.78it/s]
Epoch 0: |          | 10583/? [1:03:30<00:00,  2.78it/s]
Epoch 0: |          | 10584/? [1:03:31<00:00,  2.78it/s]
Epoch 0: |          | 10584/? [1:03:31<00:00,  2.78it/s]
Epoch 0: |          | 10585/? [1:03:31<00:00,  2.78it/s]
Epoch 0: |          | 10585/? [1:03:31<00:00,  2.78it/s]
Epoch 0: |          | 10586/? [1:03:31<00:00,  2.78it/s]
Epoch 0: |          | 10586/? [1:03:31<00:00,  2.78it/s]
Epoch 0: |          | 10587/? [1:03:32<00:00,  2.78it/s]
Epoch 0: |          | 10587/? [1:03:32<00:00,  2.78it/s]
Epoch 0: |          | 10588/? [1:03:32<00:00,  2.78it/s]
Epoch 0: |          | 10588/? [1:03:32<00:00,  2.78it/s]
Epoch 0: |          | 10589/? [1:03:32<00:00,  2.78it/s]
Epoch 0: |          | 10589/? [1:03:32<00:00,  2.78it/s]
Epoch 0: |          | 10590/? [1:03:33<00:00,  2.78it/s]
Epoch 0: |          | 10590/? [1:03:33<00:00,  2.78it/s]
Epoch 0: |          | 10591/? [1:03:33<00:00,  2.78it/s]
Epoch 0: |          | 10591/? [1:03:33<00:00,  2.78it/s]
Epoch 0: |          | 10592/? [1:03:33<00:00,  2.78it/s]
Epoch 0: |          | 10592/? [1:03:33<00:00,  2.78it/s]
Epoch 0: |          | 10593/? [1:03:33<00:00,  2.78it/s]
Epoch 0: |          | 10593/? [1:03:33<00:00,  2.78it/s]
Epoch 0: |          | 10594/? [1:03:34<00:00,  2.78it/s]
Epoch 0: |          | 10594/? [1:03:34<00:00,  2.78it/s]
Epoch 0: |          | 10595/? [1:03:34<00:00,  2.78it/s]
Epoch 0: |          | 10595/? [1:03:34<00:00,  2.78it/s]
Epoch 0: |          | 10596/? [1:03:34<00:00,  2.78it/s]
Epoch 0: |          | 10596/? [1:03:34<00:00,  2.78it/s]
Epoch 0: |          | 10597/? [1:03:35<00:00,  2.78it/s]
Epoch 0: |          | 10597/? [1:03:35<00:00,  2.78it/s]
Epoch 0: |          | 10598/? [1:03:35<00:00,  2.78it/s]
Epoch 0: |          | 10598/? [1:03:35<00:00,  2.78it/s]
Epoch 0: |          | 10599/? [1:03:35<00:00,  2.78it/s]
Epoch 0: |          | 10599/? [1:03:35<00:00,  2.78it/s]
Epoch 0: |          | 10600/? [1:03:36<00:00,  2.78it/s]
Epoch 0: |          | 10600/? [1:03:36<00:00,  2.78it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.95it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 16.33it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.89it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 16.03it/s]

Epoch 0: |          | 10600/? [1:03:36<00:00,  2.78it/s]
Epoch 0: |          | 10601/? [1:03:36<00:00,  2.78it/s]
Epoch 0: |          | 10601/? [1:03:36<00:00,  2.78it/s]
Epoch 0: |          | 10602/? [1:03:36<00:00,  2.78it/s]
Epoch 0: |          | 10602/? [1:03:36<00:00,  2.78it/s]
Epoch 0: |          | 10603/? [1:03:37<00:00,  2.78it/s]
Epoch 0: |          | 10603/? [1:03:37<00:00,  2.78it/s]
Epoch 0: |          | 10604/? [1:03:37<00:00,  2.78it/s]
Epoch 0: |          | 10604/? [1:03:37<00:00,  2.78it/s]
Epoch 0: |          | 10605/? [1:03:37<00:00,  2.78it/s]
Epoch 0: |          | 10605/? [1:03:37<00:00,  2.78it/s]
Epoch 0: |          | 10606/? [1:03:38<00:00,  2.78it/s]
Epoch 0: |          | 10606/? [1:03:38<00:00,  2.78it/s]
Epoch 0: |          | 10607/? [1:03:38<00:00,  2.78it/s]
Epoch 0: |          | 10607/? [1:03:38<00:00,  2.78it/s]
Epoch 0: |          | 10608/? [1:03:38<00:00,  2.78it/s]
Epoch 0: |          | 10608/? [1:03:38<00:00,  2.78it/s]
Epoch 0: |          | 10609/? [1:03:39<00:00,  2.78it/s]
Epoch 0: |          | 10609/? [1:03:39<00:00,  2.78it/s]
Epoch 0: |          | 10610/? [1:03:39<00:00,  2.78it/s]
Epoch 0: |          | 10610/? [1:03:39<00:00,  2.78it/s]
Epoch 0: |          | 10611/? [1:03:39<00:00,  2.78it/s]
Epoch 0: |          | 10611/? [1:03:39<00:00,  2.78it/s]
Epoch 0: |          | 10612/? [1:03:40<00:00,  2.78it/s]
Epoch 0: |          | 10612/? [1:03:40<00:00,  2.78it/s]
Epoch 0: |          | 10613/? [1:03:40<00:00,  2.78it/s]
Epoch 0: |          | 10613/? [1:03:40<00:00,  2.78it/s]
Epoch 0: |          | 10614/? [1:03:40<00:00,  2.78it/s]
Epoch 0: |          | 10614/? [1:03:40<00:00,  2.78it/s]
Epoch 0: |          | 10615/? [1:03:40<00:00,  2.78it/s]
Epoch 0: |          | 10615/? [1:03:40<00:00,  2.78it/s]
Epoch 0: |          | 10616/? [1:03:41<00:00,  2.78it/s]
Epoch 0: |          | 10616/? [1:03:41<00:00,  2.78it/s]
Epoch 0: |          | 10617/? [1:03:41<00:00,  2.78it/s]
Epoch 0: |          | 10617/? [1:03:41<00:00,  2.78it/s]
Epoch 0: |          | 10618/? [1:03:41<00:00,  2.78it/s]
Epoch 0: |          | 10618/? [1:03:41<00:00,  2.78it/s]
Epoch 0: |          | 10619/? [1:03:42<00:00,  2.78it/s]
Epoch 0: |          | 10619/? [1:03:42<00:00,  2.78it/s]
Epoch 0: |          | 10620/? [1:03:42<00:00,  2.78it/s]
Epoch 0: |          | 10620/? [1:03:42<00:00,  2.78it/s]
Epoch 0: |          | 10621/? [1:03:42<00:00,  2.78it/s]
Epoch 0: |          | 10621/? [1:03:42<00:00,  2.78it/s]
Epoch 0: |          | 10622/? [1:03:42<00:00,  2.78it/s]
Epoch 0: |          | 10622/? [1:03:42<00:00,  2.78it/s]
Epoch 0: |          | 10623/? [1:03:43<00:00,  2.78it/s]
Epoch 0: |          | 10623/? [1:03:43<00:00,  2.78it/s]
Epoch 0: |          | 10624/? [1:03:43<00:00,  2.78it/s]
Epoch 0: |          | 10624/? [1:03:43<00:00,  2.78it/s]
Epoch 0: |          | 10625/? [1:03:43<00:00,  2.78it/s]
Epoch 0: |          | 10625/? [1:03:43<00:00,  2.78it/s]
Epoch 0: |          | 10626/? [1:03:44<00:00,  2.78it/s]
Epoch 0: |          | 10626/? [1:03:44<00:00,  2.78it/s]
Epoch 0: |          | 10627/? [1:03:44<00:00,  2.78it/s]
Epoch 0: |          | 10627/? [1:03:44<00:00,  2.78it/s]
Epoch 0: |          | 10628/? [1:03:44<00:00,  2.78it/s]
Epoch 0: |          | 10628/? [1:03:44<00:00,  2.78it/s]
Epoch 0: |          | 10629/? [1:03:45<00:00,  2.78it/s]
Epoch 0: |          | 10629/? [1:03:45<00:00,  2.78it/s]
Epoch 0: |          | 10630/? [1:03:45<00:00,  2.78it/s]
Epoch 0: |          | 10630/? [1:03:45<00:00,  2.78it/s]
Epoch 0: |          | 10631/? [1:03:45<00:00,  2.78it/s]
Epoch 0: |          | 10631/? [1:03:45<00:00,  2.78it/s]
Epoch 0: |          | 10632/? [1:03:45<00:00,  2.78it/s]
Epoch 0: |          | 10632/? [1:03:45<00:00,  2.78it/s]
Epoch 0: |          | 10633/? [1:03:46<00:00,  2.78it/s]
Epoch 0: |          | 10633/? [1:03:46<00:00,  2.78it/s]
Epoch 0: |          | 10634/? [1:03:46<00:00,  2.78it/s]
Epoch 0: |          | 10634/? [1:03:46<00:00,  2.78it/s]
Epoch 0: |          | 10635/? [1:03:46<00:00,  2.78it/s]
Epoch 0: |          | 10635/? [1:03:46<00:00,  2.78it/s]
Epoch 0: |          | 10636/? [1:03:47<00:00,  2.78it/s]
Epoch 0: |          | 10636/? [1:03:47<00:00,  2.78it/s]
Epoch 0: |          | 10637/? [1:03:47<00:00,  2.78it/s]
Epoch 0: |          | 10637/? [1:03:47<00:00,  2.78it/s]
Epoch 0: |          | 10638/? [1:03:47<00:00,  2.78it/s]
Epoch 0: |          | 10638/? [1:03:47<00:00,  2.78it/s]
Epoch 0: |          | 10639/? [1:03:47<00:00,  2.78it/s]
Epoch 0: |          | 10639/? [1:03:47<00:00,  2.78it/s]
Epoch 0: |          | 10640/? [1:03:48<00:00,  2.78it/s]
Epoch 0: |          | 10640/? [1:03:48<00:00,  2.78it/s]
Epoch 0: |          | 10641/? [1:03:48<00:00,  2.78it/s]
Epoch 0: |          | 10641/? [1:03:48<00:00,  2.78it/s]
Epoch 0: |          | 10642/? [1:03:48<00:00,  2.78it/s]
Epoch 0: |          | 10642/? [1:03:48<00:00,  2.78it/s]
Epoch 0: |          | 10643/? [1:03:49<00:00,  2.78it/s]
Epoch 0: |          | 10643/? [1:03:49<00:00,  2.78it/s]
Epoch 0: |          | 10644/? [1:03:49<00:00,  2.78it/s]
Epoch 0: |          | 10644/? [1:03:49<00:00,  2.78it/s]
Epoch 0: |          | 10645/? [1:03:49<00:00,  2.78it/s]
Epoch 0: |          | 10645/? [1:03:49<00:00,  2.78it/s]
Epoch 0: |          | 10646/? [1:03:50<00:00,  2.78it/s]
Epoch 0: |          | 10646/? [1:03:50<00:00,  2.78it/s]
Epoch 0: |          | 10647/? [1:03:50<00:00,  2.78it/s]
Epoch 0: |          | 10647/? [1:03:50<00:00,  2.78it/s]
Epoch 0: |          | 10648/? [1:03:50<00:00,  2.78it/s]
Epoch 0: |          | 10648/? [1:03:50<00:00,  2.78it/s]
Epoch 0: |          | 10649/? [1:03:50<00:00,  2.78it/s]
Epoch 0: |          | 10649/? [1:03:50<00:00,  2.78it/s]
Epoch 0: |          | 10650/? [1:03:51<00:00,  2.78it/s]
Epoch 0: |          | 10650/? [1:03:51<00:00,  2.78it/s]
Epoch 0: |          | 10651/? [1:03:51<00:00,  2.78it/s]
Epoch 0: |          | 10651/? [1:03:51<00:00,  2.78it/s]
Epoch 0: |          | 10652/? [1:03:51<00:00,  2.78it/s]
Epoch 0: |          | 10652/? [1:03:51<00:00,  2.78it/s]
Epoch 0: |          | 10653/? [1:03:52<00:00,  2.78it/s]
Epoch 0: |          | 10653/? [1:03:52<00:00,  2.78it/s]
Epoch 0: |          | 10654/? [1:03:52<00:00,  2.78it/s]
Epoch 0: |          | 10654/? [1:03:52<00:00,  2.78it/s]
Epoch 0: |          | 10655/? [1:03:52<00:00,  2.78it/s]
Epoch 0: |          | 10655/? [1:03:52<00:00,  2.78it/s]
Epoch 0: |          | 10656/? [1:03:53<00:00,  2.78it/s]
Epoch 0: |          | 10656/? [1:03:53<00:00,  2.78it/s]
Epoch 0: |          | 10657/? [1:03:53<00:00,  2.78it/s]
Epoch 0: |          | 10657/? [1:03:53<00:00,  2.78it/s]
Epoch 0: |          | 10658/? [1:03:53<00:00,  2.78it/s]
Epoch 0: |          | 10658/? [1:03:53<00:00,  2.78it/s]
Epoch 0: |          | 10659/? [1:03:53<00:00,  2.78it/s]
Epoch 0: |          | 10659/? [1:03:53<00:00,  2.78it/s]
Epoch 0: |          | 10660/? [1:03:54<00:00,  2.78it/s]
Epoch 0: |          | 10660/? [1:03:54<00:00,  2.78it/s]
Epoch 0: |          | 10661/? [1:03:54<00:00,  2.78it/s]
Epoch 0: |          | 10661/? [1:03:54<00:00,  2.78it/s]
Epoch 0: |          | 10662/? [1:03:54<00:00,  2.78it/s]
Epoch 0: |          | 10662/? [1:03:54<00:00,  2.78it/s]
Epoch 0: |          | 10663/? [1:03:55<00:00,  2.78it/s]
Epoch 0: |          | 10663/? [1:03:55<00:00,  2.78it/s]
Epoch 0: |          | 10664/? [1:03:55<00:00,  2.78it/s]
Epoch 0: |          | 10664/? [1:03:55<00:00,  2.78it/s]
Epoch 0: |          | 10665/? [1:03:55<00:00,  2.78it/s]
Epoch 0: |          | 10665/? [1:03:55<00:00,  2.78it/s]
Epoch 0: |          | 10666/? [1:03:56<00:00,  2.78it/s]
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Epoch 0: |          | 10690/? [1:04:03<00:00,  2.78it/s]
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Epoch 0: |          | 10691/? [1:04:03<00:00,  2.78it/s]
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Epoch 0: |          | 10692/? [1:04:03<00:00,  2.78it/s]
Epoch 0: |          | 10692/? [1:04:03<00:00,  2.78it/s]
Epoch 0: |          | 10693/? [1:04:04<00:00,  2.78it/s]
Epoch 0: |          | 10693/? [1:04:04<00:00,  2.78it/s]
Epoch 0: |          | 10694/? [1:04:04<00:00,  2.78it/s]
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Epoch 0: |          | 10695/? [1:04:04<00:00,  2.78it/s]
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Epoch 0: |          | 10696/? [1:04:05<00:00,  2.78it/s]
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Epoch 0: |          | 10697/? [1:04:05<00:00,  2.78it/s]
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Epoch 0: |          | 10698/? [1:04:05<00:00,  2.78it/s]
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Epoch 0: |          | 10699/? [1:04:05<00:00,  2.78it/s]
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Epoch 0: |          | 10700/? [1:04:06<00:00,  2.78it/s]
Epoch 0: |          | 10700/? [1:04:06<00:00,  2.78it/s]
Epoch 0: |          | 10701/? [1:04:06<00:00,  2.78it/s]
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Epoch 0: |          | 10702/? [1:04:06<00:00,  2.78it/s]
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Epoch 0: |          | 10703/? [1:04:07<00:00,  2.78it/s]
Epoch 0: |          | 10703/? [1:04:07<00:00,  2.78it/s]
Epoch 0: |          | 10704/? [1:04:07<00:00,  2.78it/s]
Epoch 0: |          | 10704/? [1:04:07<00:00,  2.78it/s]
Epoch 0: |          | 10705/? [1:04:07<00:00,  2.78it/s]
Epoch 0: |          | 10705/? [1:04:07<00:00,  2.78it/s]
Epoch 0: |          | 10706/? [1:04:07<00:00,  2.78it/s]
Epoch 0: |          | 10706/? [1:04:07<00:00,  2.78it/s]
Epoch 0: |          | 10707/? [1:04:08<00:00,  2.78it/s]
Epoch 0: |          | 10707/? [1:04:08<00:00,  2.78it/s]
Epoch 0: |          | 10708/? [1:04:08<00:00,  2.78it/s]
Epoch 0: |          | 10708/? [1:04:08<00:00,  2.78it/s]
Epoch 0: |          | 10709/? [1:04:08<00:00,  2.78it/s]
Epoch 0: |          | 10709/? [1:04:08<00:00,  2.78it/s]
Epoch 0: |          | 10710/? [1:04:09<00:00,  2.78it/s]
Epoch 0: |          | 10710/? [1:04:09<00:00,  2.78it/s]
Epoch 0: |          | 10711/? [1:04:09<00:00,  2.78it/s]
Epoch 0: |          | 10711/? [1:04:09<00:00,  2.78it/s]
Epoch 0: |          | 10712/? [1:04:09<00:00,  2.78it/s]
Epoch 0: |          | 10712/? [1:04:09<00:00,  2.78it/s]
Epoch 0: |          | 10713/? [1:04:10<00:00,  2.78it/s]
Epoch 0: |          | 10713/? [1:04:10<00:00,  2.78it/s]
Epoch 0: |          | 10714/? [1:04:10<00:00,  2.78it/s]
Epoch 0: |          | 10714/? [1:04:10<00:00,  2.78it/s]
Epoch 0: |          | 10715/? [1:04:10<00:00,  2.78it/s]
Epoch 0: |          | 10715/? [1:04:10<00:00,  2.78it/s]
Epoch 0: |          | 10716/? [1:04:11<00:00,  2.78it/s]
Epoch 0: |          | 10716/? [1:04:11<00:00,  2.78it/s]
Epoch 0: |          | 10717/? [1:04:11<00:00,  2.78it/s]
Epoch 0: |          | 10717/? [1:04:11<00:00,  2.78it/s]
Epoch 0: |          | 10718/? [1:04:11<00:00,  2.78it/s]
Epoch 0: |          | 10718/? [1:04:11<00:00,  2.78it/s]
Epoch 0: |          | 10719/? [1:04:11<00:00,  2.78it/s]
Epoch 0: |          | 10719/? [1:04:11<00:00,  2.78it/s]
Epoch 0: |          | 10720/? [1:04:12<00:00,  2.78it/s]
Epoch 0: |          | 10720/? [1:04:12<00:00,  2.78it/s]
Epoch 0: |          | 10721/? [1:04:12<00:00,  2.78it/s]
Epoch 0: |          | 10721/? [1:04:12<00:00,  2.78it/s]
Epoch 0: |          | 10722/? [1:04:12<00:00,  2.78it/s]
Epoch 0: |          | 10722/? [1:04:12<00:00,  2.78it/s]
Epoch 0: |          | 10723/? [1:04:13<00:00,  2.78it/s]
Epoch 0: |          | 10723/? [1:04:13<00:00,  2.78it/s]
Epoch 0: |          | 10724/? [1:04:13<00:00,  2.78it/s]
Epoch 0: |          | 10724/? [1:04:13<00:00,  2.78it/s]
Epoch 0: |          | 10725/? [1:04:13<00:00,  2.78it/s]
Epoch 0: |          | 10725/? [1:04:13<00:00,  2.78it/s]
Epoch 0: |          | 10726/? [1:04:13<00:00,  2.78it/s]
Epoch 0: |          | 10726/? [1:04:13<00:00,  2.78it/s]
Epoch 0: |          | 10727/? [1:04:14<00:00,  2.78it/s]
Epoch 0: |          | 10727/? [1:04:14<00:00,  2.78it/s]
Epoch 0: |          | 10728/? [1:04:14<00:00,  2.78it/s]
Epoch 0: |          | 10728/? [1:04:14<00:00,  2.78it/s]
Epoch 0: |          | 10729/? [1:04:14<00:00,  2.78it/s]
Epoch 0: |          | 10729/? [1:04:14<00:00,  2.78it/s]
Epoch 0: |          | 10730/? [1:04:15<00:00,  2.78it/s]
Epoch 0: |          | 10730/? [1:04:15<00:00,  2.78it/s]
Epoch 0: |          | 10731/? [1:04:15<00:00,  2.78it/s]
Epoch 0: |          | 10731/? [1:04:15<00:00,  2.78it/s]
Epoch 0: |          | 10732/? [1:04:15<00:00,  2.78it/s]
Epoch 0: |          | 10732/? [1:04:15<00:00,  2.78it/s]
Epoch 0: |          | 10733/? [1:04:15<00:00,  2.78it/s]
Epoch 0: |          | 10733/? [1:04:15<00:00,  2.78it/s]
Epoch 0: |          | 10734/? [1:04:16<00:00,  2.78it/s]
Epoch 0: |          | 10734/? [1:04:16<00:00,  2.78it/s]
Epoch 0: |          | 10735/? [1:04:16<00:00,  2.78it/s]
Epoch 0: |          | 10735/? [1:04:16<00:00,  2.78it/s]
Epoch 0: |          | 10736/? [1:04:16<00:00,  2.78it/s]
Epoch 0: |          | 10736/? [1:04:16<00:00,  2.78it/s]
Epoch 0: |          | 10737/? [1:04:17<00:00,  2.78it/s]
Epoch 0: |          | 10737/? [1:04:17<00:00,  2.78it/s]
Epoch 0: |          | 10738/? [1:04:17<00:00,  2.78it/s]
Epoch 0: |          | 10738/? [1:04:17<00:00,  2.78it/s]
Epoch 0: |          | 10739/? [1:04:17<00:00,  2.78it/s]
Epoch 0: |          | 10739/? [1:04:17<00:00,  2.78it/s]
Epoch 0: |          | 10740/? [1:04:18<00:00,  2.78it/s]
Epoch 0: |          | 10740/? [1:04:18<00:00,  2.78it/s]
Epoch 0: |          | 10741/? [1:04:18<00:00,  2.78it/s]
Epoch 0: |          | 10741/? [1:04:18<00:00,  2.78it/s]
Epoch 0: |          | 10742/? [1:04:18<00:00,  2.78it/s]
Epoch 0: |          | 10742/? [1:04:18<00:00,  2.78it/s]
Epoch 0: |          | 10743/? [1:04:18<00:00,  2.78it/s]
Epoch 0: |          | 10743/? [1:04:18<00:00,  2.78it/s]
Epoch 0: |          | 10744/? [1:04:19<00:00,  2.78it/s]
Epoch 0: |          | 10744/? [1:04:19<00:00,  2.78it/s]
Epoch 0: |          | 10745/? [1:04:19<00:00,  2.78it/s]
Epoch 0: |          | 10745/? [1:04:19<00:00,  2.78it/s]
Epoch 0: |          | 10746/? [1:04:19<00:00,  2.78it/s]
Epoch 0: |          | 10746/? [1:04:19<00:00,  2.78it/s]
Epoch 0: |          | 10747/? [1:04:20<00:00,  2.78it/s]
Epoch 0: |          | 10747/? [1:04:20<00:00,  2.78it/s]
Epoch 0: |          | 10748/? [1:04:20<00:00,  2.78it/s]
Epoch 0: |          | 10748/? [1:04:20<00:00,  2.78it/s]
Epoch 0: |          | 10749/? [1:04:20<00:00,  2.78it/s]
Epoch 0: |          | 10749/? [1:04:20<00:00,  2.78it/s]
Epoch 0: |          | 10750/? [1:04:20<00:00,  2.78it/s]
Epoch 0: |          | 10750/? [1:04:20<00:00,  2.78it/s]
Epoch 0: |          | 10751/? [1:04:21<00:00,  2.78it/s]
Epoch 0: |          | 10751/? [1:04:21<00:00,  2.78it/s]
Epoch 0: |          | 10752/? [1:04:21<00:00,  2.78it/s]
Epoch 0: |          | 10752/? [1:04:21<00:00,  2.78it/s]
Epoch 0: |          | 10753/? [1:04:21<00:00,  2.78it/s]
Epoch 0: |          | 10753/? [1:04:21<00:00,  2.78it/s]
Epoch 0: |          | 10754/? [1:04:22<00:00,  2.78it/s]
Epoch 0: |          | 10754/? [1:04:22<00:00,  2.78it/s]
Epoch 0: |          | 10755/? [1:04:22<00:00,  2.78it/s]
Epoch 0: |          | 10755/? [1:04:22<00:00,  2.78it/s]
Epoch 0: |          | 10756/? [1:04:22<00:00,  2.78it/s]
Epoch 0: |          | 10756/? [1:04:22<00:00,  2.78it/s]
Epoch 0: |          | 10757/? [1:04:22<00:00,  2.78it/s]
Epoch 0: |          | 10757/? [1:04:22<00:00,  2.78it/s]
Epoch 0: |          | 10758/? [1:04:23<00:00,  2.78it/s]
Epoch 0: |          | 10758/? [1:04:23<00:00,  2.78it/s]
Epoch 0: |          | 10759/? [1:04:23<00:00,  2.78it/s]
Epoch 0: |          | 10759/? [1:04:23<00:00,  2.78it/s]
Epoch 0: |          | 10760/? [1:04:23<00:00,  2.78it/s]
Epoch 0: |          | 10760/? [1:04:23<00:00,  2.78it/s]
Epoch 0: |          | 10761/? [1:04:24<00:00,  2.78it/s]
Epoch 0: |          | 10761/? [1:04:24<00:00,  2.78it/s]
Epoch 0: |          | 10762/? [1:04:24<00:00,  2.78it/s]
Epoch 0: |          | 10762/? [1:04:24<00:00,  2.78it/s]
Epoch 0: |          | 10763/? [1:04:24<00:00,  2.78it/s]
Epoch 0: |          | 10763/? [1:04:24<00:00,  2.78it/s]
Epoch 0: |          | 10764/? [1:04:25<00:00,  2.78it/s]
Epoch 0: |          | 10764/? [1:04:25<00:00,  2.78it/s]
Epoch 0: |          | 10765/? [1:04:25<00:00,  2.78it/s]
Epoch 0: |          | 10765/? [1:04:25<00:00,  2.78it/s]
Epoch 0: |          | 10766/? [1:04:25<00:00,  2.79it/s]
Epoch 0: |          | 10766/? [1:04:25<00:00,  2.79it/s]
Epoch 0: |          | 10767/? [1:04:25<00:00,  2.79it/s]
Epoch 0: |          | 10767/? [1:04:25<00:00,  2.79it/s]
Epoch 0: |          | 10768/? [1:04:26<00:00,  2.79it/s]
Epoch 0: |          | 10768/? [1:04:26<00:00,  2.79it/s]
Epoch 0: |          | 10769/? [1:04:26<00:00,  2.79it/s]
Epoch 0: |          | 10769/? [1:04:26<00:00,  2.79it/s]
Epoch 0: |          | 10770/? [1:04:26<00:00,  2.79it/s]
Epoch 0: |          | 10770/? [1:04:26<00:00,  2.79it/s]
Epoch 0: |          | 10771/? [1:04:27<00:00,  2.79it/s]
Epoch 0: |          | 10771/? [1:04:27<00:00,  2.79it/s]
Epoch 0: |          | 10772/? [1:04:27<00:00,  2.79it/s]
Epoch 0: |          | 10772/? [1:04:27<00:00,  2.79it/s]
Epoch 0: |          | 10773/? [1:04:27<00:00,  2.79it/s]
Epoch 0: |          | 10773/? [1:04:27<00:00,  2.79it/s]
Epoch 0: |          | 10774/? [1:04:28<00:00,  2.79it/s]
Epoch 0: |          | 10774/? [1:04:28<00:00,  2.79it/s]
Epoch 0: |          | 10775/? [1:04:28<00:00,  2.79it/s]
Epoch 0: |          | 10775/? [1:04:28<00:00,  2.79it/s]
Epoch 0: |          | 10776/? [1:04:28<00:00,  2.79it/s]
Epoch 0: |          | 10776/? [1:04:28<00:00,  2.79it/s]
Epoch 0: |          | 10777/? [1:04:28<00:00,  2.79it/s]
Epoch 0: |          | 10777/? [1:04:28<00:00,  2.79it/s]
Epoch 0: |          | 10778/? [1:04:29<00:00,  2.79it/s]
Epoch 0: |          | 10778/? [1:04:29<00:00,  2.79it/s]
Epoch 0: |          | 10779/? [1:04:29<00:00,  2.79it/s]
Epoch 0: |          | 10779/? [1:04:29<00:00,  2.79it/s]
Epoch 0: |          | 10780/? [1:04:29<00:00,  2.79it/s]
Epoch 0: |          | 10780/? [1:04:29<00:00,  2.79it/s]
Epoch 0: |          | 10781/? [1:04:30<00:00,  2.79it/s]
Epoch 0: |          | 10781/? [1:04:30<00:00,  2.79it/s]
Epoch 0: |          | 10782/? [1:04:30<00:00,  2.79it/s]
Epoch 0: |          | 10782/? [1:04:30<00:00,  2.79it/s]
Epoch 0: |          | 10783/? [1:04:30<00:00,  2.79it/s]
Epoch 0: |          | 10783/? [1:04:30<00:00,  2.79it/s]
Epoch 0: |          | 10784/? [1:04:30<00:00,  2.79it/s]
Epoch 0: |          | 10784/? [1:04:30<00:00,  2.79it/s]
Epoch 0: |          | 10785/? [1:04:31<00:00,  2.79it/s]
Epoch 0: |          | 10785/? [1:04:31<00:00,  2.79it/s]
Epoch 0: |          | 10786/? [1:04:31<00:00,  2.79it/s]
Epoch 0: |          | 10786/? [1:04:31<00:00,  2.79it/s]
Epoch 0: |          | 10787/? [1:04:31<00:00,  2.79it/s]
Epoch 0: |          | 10787/? [1:04:31<00:00,  2.79it/s]
Epoch 0: |          | 10788/? [1:04:32<00:00,  2.79it/s]
Epoch 0: |          | 10788/? [1:04:32<00:00,  2.79it/s]
Epoch 0: |          | 10789/? [1:04:32<00:00,  2.79it/s]
Epoch 0: |          | 10789/? [1:04:32<00:00,  2.79it/s]
Epoch 0: |          | 10790/? [1:04:32<00:00,  2.79it/s]
Epoch 0: |          | 10790/? [1:04:32<00:00,  2.79it/s]
Epoch 0: |          | 10791/? [1:04:33<00:00,  2.79it/s]
Epoch 0: |          | 10791/? [1:04:33<00:00,  2.79it/s]
Epoch 0: |          | 10792/? [1:04:33<00:00,  2.79it/s]
Epoch 0: |          | 10792/? [1:04:33<00:00,  2.79it/s]
Epoch 0: |          | 10793/? [1:04:33<00:00,  2.79it/s]
Epoch 0: |          | 10793/? [1:04:33<00:00,  2.79it/s]
Epoch 0: |          | 10794/? [1:04:34<00:00,  2.79it/s]
Epoch 0: |          | 10794/? [1:04:34<00:00,  2.79it/s]
Epoch 0: |          | 10795/? [1:04:34<00:00,  2.79it/s]
Epoch 0: |          | 10795/? [1:04:34<00:00,  2.79it/s]
Epoch 0: |          | 10796/? [1:04:34<00:00,  2.79it/s]
Epoch 0: |          | 10796/? [1:04:34<00:00,  2.79it/s]
Epoch 0: |          | 10797/? [1:04:34<00:00,  2.79it/s]
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Epoch 0: |          | 10798/? [1:04:35<00:00,  2.79it/s]
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Epoch 0: |          | 10799/? [1:04:35<00:00,  2.79it/s]
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Epoch 0: |          | 10800/? [1:04:35<00:00,  2.79it/s]
Epoch 0: |          | 10800/? [1:04:35<00:00,  2.79it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.09it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 16.34it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.63it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.99it/s]

Epoch 0: |          | 10800/? [1:04:36<00:00,  2.79it/s]
Epoch 0: |          | 10801/? [1:04:36<00:00,  2.79it/s]
Epoch 0: |          | 10801/? [1:04:36<00:00,  2.79it/s]
Epoch 0: |          | 10802/? [1:04:36<00:00,  2.79it/s]
Epoch 0: |          | 10802/? [1:04:36<00:00,  2.79it/s]
Epoch 0: |          | 10803/? [1:04:36<00:00,  2.79it/s]
Epoch 0: |          | 10803/? [1:04:36<00:00,  2.79it/s]
Epoch 0: |          | 10804/? [1:04:37<00:00,  2.79it/s]
Epoch 0: |          | 10804/? [1:04:37<00:00,  2.79it/s]
Epoch 0: |          | 10805/? [1:04:37<00:00,  2.79it/s]
Epoch 0: |          | 10805/? [1:04:37<00:00,  2.79it/s]
Epoch 0: |          | 10806/? [1:04:37<00:00,  2.79it/s]
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Epoch 0: |          | 10807/? [1:04:38<00:00,  2.79it/s]
Epoch 0: |          | 10807/? [1:04:38<00:00,  2.79it/s]
Epoch 0: |          | 10808/? [1:04:38<00:00,  2.79it/s]
Epoch 0: |          | 10808/? [1:04:38<00:00,  2.79it/s]
Epoch 0: |          | 10809/? [1:04:38<00:00,  2.79it/s]
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Epoch 0: |          | 10810/? [1:04:38<00:00,  2.79it/s]
Epoch 0: |          | 10810/? [1:04:38<00:00,  2.79it/s]
Epoch 0: |          | 10811/? [1:04:39<00:00,  2.79it/s]
Epoch 0: |          | 10811/? [1:04:39<00:00,  2.79it/s]
Epoch 0: |          | 10812/? [1:04:39<00:00,  2.79it/s]
Epoch 0: |          | 10812/? [1:04:39<00:00,  2.79it/s]
Epoch 0: |          | 10813/? [1:04:39<00:00,  2.79it/s]
Epoch 0: |          | 10813/? [1:04:39<00:00,  2.79it/s]
Epoch 0: |          | 10814/? [1:04:40<00:00,  2.79it/s]
Epoch 0: |          | 10814/? [1:04:40<00:00,  2.79it/s]
Epoch 0: |          | 10815/? [1:04:40<00:00,  2.79it/s]
Epoch 0: |          | 10815/? [1:04:40<00:00,  2.79it/s]
Epoch 0: |          | 10816/? [1:04:40<00:00,  2.79it/s]
Epoch 0: |          | 10816/? [1:04:40<00:00,  2.79it/s]
Epoch 0: |          | 10817/? [1:04:40<00:00,  2.79it/s]
Epoch 0: |          | 10817/? [1:04:40<00:00,  2.79it/s]
Epoch 0: |          | 10818/? [1:04:41<00:00,  2.79it/s]
Epoch 0: |          | 10818/? [1:04:41<00:00,  2.79it/s]
Epoch 0: |          | 10819/? [1:04:41<00:00,  2.79it/s]
Epoch 0: |          | 10819/? [1:04:41<00:00,  2.79it/s]
Epoch 0: |          | 10820/? [1:04:41<00:00,  2.79it/s]
Epoch 0: |          | 10820/? [1:04:41<00:00,  2.79it/s]
Epoch 0: |          | 10821/? [1:04:42<00:00,  2.79it/s]
Epoch 0: |          | 10821/? [1:04:42<00:00,  2.79it/s]
Epoch 0: |          | 10822/? [1:04:42<00:00,  2.79it/s]
Epoch 0: |          | 10822/? [1:04:42<00:00,  2.79it/s]
Epoch 0: |          | 10823/? [1:04:42<00:00,  2.79it/s]
Epoch 0: |          | 10823/? [1:04:42<00:00,  2.79it/s]
Epoch 0: |          | 10824/? [1:04:43<00:00,  2.79it/s]
Epoch 0: |          | 10824/? [1:04:43<00:00,  2.79it/s]
Epoch 0: |          | 10825/? [1:04:43<00:00,  2.79it/s]
Epoch 0: |          | 10825/? [1:04:43<00:00,  2.79it/s]
Epoch 0: |          | 10826/? [1:04:43<00:00,  2.79it/s]
Epoch 0: |          | 10826/? [1:04:43<00:00,  2.79it/s]
Epoch 0: |          | 10827/? [1:04:43<00:00,  2.79it/s]
Epoch 0: |          | 10827/? [1:04:43<00:00,  2.79it/s]
Epoch 0: |          | 10828/? [1:04:44<00:00,  2.79it/s]
Epoch 0: |          | 10828/? [1:04:44<00:00,  2.79it/s]
Epoch 0: |          | 10829/? [1:04:44<00:00,  2.79it/s]
Epoch 0: |          | 10829/? [1:04:44<00:00,  2.79it/s]
Epoch 0: |          | 10830/? [1:04:44<00:00,  2.79it/s]
Epoch 0: |          | 10830/? [1:04:44<00:00,  2.79it/s]
Epoch 0: |          | 10831/? [1:04:45<00:00,  2.79it/s]
Epoch 0: |          | 10831/? [1:04:45<00:00,  2.79it/s]
Epoch 0: |          | 10832/? [1:04:45<00:00,  2.79it/s]
Epoch 0: |          | 10832/? [1:04:45<00:00,  2.79it/s]
Epoch 0: |          | 10833/? [1:04:45<00:00,  2.79it/s]
Epoch 0: |          | 10833/? [1:04:45<00:00,  2.79it/s]
Epoch 0: |          | 10834/? [1:04:45<00:00,  2.79it/s]
Epoch 0: |          | 10834/? [1:04:45<00:00,  2.79it/s]
Epoch 0: |          | 10835/? [1:04:46<00:00,  2.79it/s]
Epoch 0: |          | 10835/? [1:04:46<00:00,  2.79it/s]
Epoch 0: |          | 10836/? [1:04:46<00:00,  2.79it/s]
Epoch 0: |          | 10836/? [1:04:46<00:00,  2.79it/s]
Epoch 0: |          | 10837/? [1:04:46<00:00,  2.79it/s]
Epoch 0: |          | 10837/? [1:04:46<00:00,  2.79it/s]
Epoch 0: |          | 10838/? [1:04:47<00:00,  2.79it/s]
Epoch 0: |          | 10838/? [1:04:47<00:00,  2.79it/s]
Epoch 0: |          | 10839/? [1:04:47<00:00,  2.79it/s]
Epoch 0: |          | 10839/? [1:04:47<00:00,  2.79it/s]
Epoch 0: |          | 10840/? [1:04:47<00:00,  2.79it/s]
Epoch 0: |          | 10840/? [1:04:47<00:00,  2.79it/s]
Epoch 0: |          | 10841/? [1:04:48<00:00,  2.79it/s]
Epoch 0: |          | 10841/? [1:04:48<00:00,  2.79it/s]
Epoch 0: |          | 10842/? [1:04:48<00:00,  2.79it/s]
Epoch 0: |          | 10842/? [1:04:48<00:00,  2.79it/s]
Epoch 0: |          | 10843/? [1:04:48<00:00,  2.79it/s]
Epoch 0: |          | 10843/? [1:04:48<00:00,  2.79it/s]
Epoch 0: |          | 10844/? [1:04:48<00:00,  2.79it/s]
Epoch 0: |          | 10844/? [1:04:48<00:00,  2.79it/s]
Epoch 0: |          | 10845/? [1:04:49<00:00,  2.79it/s]
Epoch 0: |          | 10845/? [1:04:49<00:00,  2.79it/s]
Epoch 0: |          | 10846/? [1:04:49<00:00,  2.79it/s]
Epoch 0: |          | 10846/? [1:04:49<00:00,  2.79it/s]
Epoch 0: |          | 10847/? [1:04:49<00:00,  2.79it/s]
Epoch 0: |          | 10847/? [1:04:49<00:00,  2.79it/s]
Epoch 0: |          | 10848/? [1:04:50<00:00,  2.79it/s]
Epoch 0: |          | 10848/? [1:04:50<00:00,  2.79it/s]
Epoch 0: |          | 10849/? [1:04:50<00:00,  2.79it/s]
Epoch 0: |          | 10849/? [1:04:50<00:00,  2.79it/s]
Epoch 0: |          | 10850/? [1:04:50<00:00,  2.79it/s]
Epoch 0: |          | 10850/? [1:04:50<00:00,  2.79it/s]
Epoch 0: |          | 10851/? [1:04:50<00:00,  2.79it/s]
Epoch 0: |          | 10851/? [1:04:50<00:00,  2.79it/s]
Epoch 0: |          | 10852/? [1:04:51<00:00,  2.79it/s]
Epoch 0: |          | 10852/? [1:04:51<00:00,  2.79it/s]
Epoch 0: |          | 10853/? [1:04:51<00:00,  2.79it/s]
Epoch 0: |          | 10853/? [1:04:51<00:00,  2.79it/s]
Epoch 0: |          | 10854/? [1:04:51<00:00,  2.79it/s]
Epoch 0: |          | 10854/? [1:04:51<00:00,  2.79it/s]
Epoch 0: |          | 10855/? [1:04:52<00:00,  2.79it/s]
Epoch 0: |          | 10855/? [1:04:52<00:00,  2.79it/s]
Epoch 0: |          | 10856/? [1:04:52<00:00,  2.79it/s]
Epoch 0: |          | 10856/? [1:04:52<00:00,  2.79it/s]
Epoch 0: |          | 10857/? [1:04:52<00:00,  2.79it/s]
Epoch 0: |          | 10857/? [1:04:52<00:00,  2.79it/s]
Epoch 0: |          | 10858/? [1:04:53<00:00,  2.79it/s]
Epoch 0: |          | 10858/? [1:04:53<00:00,  2.79it/s]
Epoch 0: |          | 10859/? [1:04:53<00:00,  2.79it/s]
Epoch 0: |          | 10859/? [1:04:53<00:00,  2.79it/s]
Epoch 0: |          | 10860/? [1:04:53<00:00,  2.79it/s]
Epoch 0: |          | 10860/? [1:04:53<00:00,  2.79it/s]
Epoch 0: |          | 10861/? [1:04:53<00:00,  2.79it/s]
Epoch 0: |          | 10861/? [1:04:53<00:00,  2.79it/s]
Epoch 0: |          | 10862/? [1:04:54<00:00,  2.79it/s]
Epoch 0: |          | 10862/? [1:04:54<00:00,  2.79it/s]
Epoch 0: |          | 10863/? [1:04:54<00:00,  2.79it/s]
Epoch 0: |          | 10863/? [1:04:54<00:00,  2.79it/s]
Epoch 0: |          | 10864/? [1:04:54<00:00,  2.79it/s]
Epoch 0: |          | 10864/? [1:04:54<00:00,  2.79it/s]
Epoch 0: |          | 10865/? [1:04:55<00:00,  2.79it/s]
Epoch 0: |          | 10865/? [1:04:55<00:00,  2.79it/s]
Epoch 0: |          | 10866/? [1:04:55<00:00,  2.79it/s]
Epoch 0: |          | 10866/? [1:04:55<00:00,  2.79it/s]
Epoch 0: |          | 10867/? [1:04:55<00:00,  2.79it/s]
Epoch 0: |          | 10867/? [1:04:55<00:00,  2.79it/s]
Epoch 0: |          | 10868/? [1:04:55<00:00,  2.79it/s]
Epoch 0: |          | 10868/? [1:04:55<00:00,  2.79it/s]
Epoch 0: |          | 10869/? [1:04:56<00:00,  2.79it/s]
Epoch 0: |          | 10869/? [1:04:56<00:00,  2.79it/s]
Epoch 0: |          | 10870/? [1:04:56<00:00,  2.79it/s]
Epoch 0: |          | 10870/? [1:04:56<00:00,  2.79it/s]
Epoch 0: |          | 10871/? [1:04:56<00:00,  2.79it/s]
Epoch 0: |          | 10871/? [1:04:56<00:00,  2.79it/s]
Epoch 0: |          | 10872/? [1:04:57<00:00,  2.79it/s]
Epoch 0: |          | 10872/? [1:04:57<00:00,  2.79it/s]
Epoch 0: |          | 10873/? [1:04:57<00:00,  2.79it/s]
Epoch 0: |          | 10873/? [1:04:57<00:00,  2.79it/s]
Epoch 0: |          | 10874/? [1:04:57<00:00,  2.79it/s]
Epoch 0: |          | 10874/? [1:04:57<00:00,  2.79it/s]
Epoch 0: |          | 10875/? [1:04:57<00:00,  2.79it/s]
Epoch 0: |          | 10875/? [1:04:57<00:00,  2.79it/s]
Epoch 0: |          | 10876/? [1:04:58<00:00,  2.79it/s]
Epoch 0: |          | 10876/? [1:04:58<00:00,  2.79it/s]
Epoch 0: |          | 10877/? [1:04:58<00:00,  2.79it/s]
Epoch 0: |          | 10877/? [1:04:58<00:00,  2.79it/s]
Epoch 0: |          | 10878/? [1:04:58<00:00,  2.79it/s]
Epoch 0: |          | 10878/? [1:04:58<00:00,  2.79it/s]
Epoch 0: |          | 10879/? [1:04:59<00:00,  2.79it/s]
Epoch 0: |          | 10879/? [1:04:59<00:00,  2.79it/s]
Epoch 0: |          | 10880/? [1:04:59<00:00,  2.79it/s]
Epoch 0: |          | 10880/? [1:04:59<00:00,  2.79it/s]
Epoch 0: |          | 10881/? [1:04:59<00:00,  2.79it/s]
Epoch 0: |          | 10881/? [1:04:59<00:00,  2.79it/s]
Epoch 0: |          | 10882/? [1:05:00<00:00,  2.79it/s]
Epoch 0: |          | 10882/? [1:05:00<00:00,  2.79it/s]
Epoch 0: |          | 10883/? [1:05:00<00:00,  2.79it/s]
Epoch 0: |          | 10883/? [1:05:00<00:00,  2.79it/s]
Epoch 0: |          | 10884/? [1:05:00<00:00,  2.79it/s]
Epoch 0: |          | 10884/? [1:05:00<00:00,  2.79it/s]
Epoch 0: |          | 10885/? [1:05:00<00:00,  2.79it/s]
Epoch 0: |          | 10885/? [1:05:00<00:00,  2.79it/s]
Epoch 0: |          | 10886/? [1:05:01<00:00,  2.79it/s]
Epoch 0: |          | 10886/? [1:05:01<00:00,  2.79it/s]
Epoch 0: |          | 10887/? [1:05:01<00:00,  2.79it/s]
Epoch 0: |          | 10887/? [1:05:01<00:00,  2.79it/s]
Epoch 0: |          | 10888/? [1:05:01<00:00,  2.79it/s]
Epoch 0: |          | 10888/? [1:05:01<00:00,  2.79it/s]
Epoch 0: |          | 10889/? [1:05:02<00:00,  2.79it/s]
Epoch 0: |          | 10889/? [1:05:02<00:00,  2.79it/s]
Epoch 0: |          | 10890/? [1:05:02<00:00,  2.79it/s]
Epoch 0: |          | 10890/? [1:05:02<00:00,  2.79it/s]
Epoch 0: |          | 10891/? [1:05:02<00:00,  2.79it/s]
Epoch 0: |          | 10891/? [1:05:02<00:00,  2.79it/s]
Epoch 0: |          | 10892/? [1:05:02<00:00,  2.79it/s]
Epoch 0: |          | 10892/? [1:05:02<00:00,  2.79it/s]
Epoch 0: |          | 10893/? [1:05:03<00:00,  2.79it/s]
Epoch 0: |          | 10893/? [1:05:03<00:00,  2.79it/s]
Epoch 0: |          | 10894/? [1:05:03<00:00,  2.79it/s]
Epoch 0: |          | 10894/? [1:05:03<00:00,  2.79it/s]
Epoch 0: |          | 10895/? [1:05:03<00:00,  2.79it/s]
Epoch 0: |          | 10895/? [1:05:03<00:00,  2.79it/s]
Epoch 0: |          | 10896/? [1:05:04<00:00,  2.79it/s]
Epoch 0: |          | 10896/? [1:05:04<00:00,  2.79it/s]
Epoch 0: |          | 10897/? [1:05:04<00:00,  2.79it/s]
Epoch 0: |          | 10897/? [1:05:04<00:00,  2.79it/s]
Epoch 0: |          | 10898/? [1:05:04<00:00,  2.79it/s]
Epoch 0: |          | 10898/? [1:05:04<00:00,  2.79it/s]
Epoch 0: |          | 10899/? [1:05:04<00:00,  2.79it/s]
Epoch 0: |          | 10899/? [1:05:04<00:00,  2.79it/s]
Epoch 0: |          | 10900/? [1:05:05<00:00,  2.79it/s]
Epoch 0: |          | 10900/? [1:05:05<00:00,  2.79it/s]
Epoch 0: |          | 10901/? [1:05:05<00:00,  2.79it/s]
Epoch 0: |          | 10901/? [1:05:05<00:00,  2.79it/s]
Epoch 0: |          | 10902/? [1:05:05<00:00,  2.79it/s]
Epoch 0: |          | 10902/? [1:05:05<00:00,  2.79it/s]
Epoch 0: |          | 10903/? [1:05:06<00:00,  2.79it/s]
Epoch 0: |          | 10903/? [1:05:06<00:00,  2.79it/s]
Epoch 0: |          | 10904/? [1:05:06<00:00,  2.79it/s]
Epoch 0: |          | 10904/? [1:05:06<00:00,  2.79it/s]
Epoch 0: |          | 10905/? [1:05:06<00:00,  2.79it/s]
Epoch 0: |          | 10905/? [1:05:06<00:00,  2.79it/s]
Epoch 0: |          | 10906/? [1:05:07<00:00,  2.79it/s]
Epoch 0: |          | 10906/? [1:05:07<00:00,  2.79it/s]
Epoch 0: |          | 10907/? [1:05:07<00:00,  2.79it/s]
Epoch 0: |          | 10907/? [1:05:07<00:00,  2.79it/s]
Epoch 0: |          | 10908/? [1:05:07<00:00,  2.79it/s]
Epoch 0: |          | 10908/? [1:05:07<00:00,  2.79it/s]
Epoch 0: |          | 10909/? [1:05:07<00:00,  2.79it/s]
Epoch 0: |          | 10909/? [1:05:07<00:00,  2.79it/s]
Epoch 0: |          | 10910/? [1:05:08<00:00,  2.79it/s]
Epoch 0: |          | 10910/? [1:05:08<00:00,  2.79it/s]
Epoch 0: |          | 10911/? [1:05:08<00:00,  2.79it/s]
Epoch 0: |          | 10911/? [1:05:08<00:00,  2.79it/s]
Epoch 0: |          | 10912/? [1:05:08<00:00,  2.79it/s]
Epoch 0: |          | 10912/? [1:05:08<00:00,  2.79it/s]
Epoch 0: |          | 10913/? [1:05:09<00:00,  2.79it/s]
Epoch 0: |          | 10913/? [1:05:09<00:00,  2.79it/s]
Epoch 0: |          | 10914/? [1:05:09<00:00,  2.79it/s]
Epoch 0: |          | 10914/? [1:05:09<00:00,  2.79it/s]
Epoch 0: |          | 10915/? [1:05:09<00:00,  2.79it/s]
Epoch 0: |          | 10915/? [1:05:09<00:00,  2.79it/s]
Epoch 0: |          | 10916/? [1:05:09<00:00,  2.79it/s]
Epoch 0: |          | 10916/? [1:05:09<00:00,  2.79it/s]
Epoch 0: |          | 10917/? [1:05:10<00:00,  2.79it/s]
Epoch 0: |          | 10917/? [1:05:10<00:00,  2.79it/s]
Epoch 0: |          | 10918/? [1:05:10<00:00,  2.79it/s]
Epoch 0: |          | 10918/? [1:05:10<00:00,  2.79it/s]
Epoch 0: |          | 10919/? [1:05:10<00:00,  2.79it/s]
Epoch 0: |          | 10919/? [1:05:10<00:00,  2.79it/s]
Epoch 0: |          | 10920/? [1:05:11<00:00,  2.79it/s]
Epoch 0: |          | 10920/? [1:05:11<00:00,  2.79it/s]
Epoch 0: |          | 10921/? [1:05:11<00:00,  2.79it/s]
Epoch 0: |          | 10921/? [1:05:11<00:00,  2.79it/s]
Epoch 0: |          | 10922/? [1:05:11<00:00,  2.79it/s]
Epoch 0: |          | 10922/? [1:05:11<00:00,  2.79it/s]
Epoch 0: |          | 10923/? [1:05:12<00:00,  2.79it/s]
Epoch 0: |          | 10923/? [1:05:12<00:00,  2.79it/s]
Epoch 0: |          | 10924/? [1:05:12<00:00,  2.79it/s]
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Epoch 0: |          | 10925/? [1:05:12<00:00,  2.79it/s]
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Epoch 0: |          | 10926/? [1:05:12<00:00,  2.79it/s]
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Epoch 0: |          | 10927/? [1:05:13<00:00,  2.79it/s]
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Epoch 0: |          | 10928/? [1:05:13<00:00,  2.79it/s]
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Epoch 0: |          | 10929/? [1:05:13<00:00,  2.79it/s]
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Epoch 0: |          | 10930/? [1:05:14<00:00,  2.79it/s]
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Epoch 0: |          | 10931/? [1:05:14<00:00,  2.79it/s]
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Epoch 0: |          | 10932/? [1:05:14<00:00,  2.79it/s]
Epoch 0: |          | 10932/? [1:05:14<00:00,  2.79it/s]
Epoch 0: |          | 10933/? [1:05:14<00:00,  2.79it/s]
Epoch 0: |          | 10933/? [1:05:14<00:00,  2.79it/s]
Epoch 0: |          | 10934/? [1:05:15<00:00,  2.79it/s]
Epoch 0: |          | 10934/? [1:05:15<00:00,  2.79it/s]
Epoch 0: |          | 10935/? [1:05:15<00:00,  2.79it/s]
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Epoch 0: |          | 10936/? [1:05:15<00:00,  2.79it/s]
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Epoch 0: |          | 10937/? [1:05:16<00:00,  2.79it/s]
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Epoch 0: |          | 10938/? [1:05:16<00:00,  2.79it/s]
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Epoch 0: |          | 10939/? [1:05:16<00:00,  2.79it/s]
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Epoch 0: |          | 10940/? [1:05:16<00:00,  2.79it/s]
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Epoch 0: |          | 10941/? [1:05:17<00:00,  2.79it/s]
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Epoch 0: |          | 10942/? [1:05:17<00:00,  2.79it/s]
Epoch 0: |          | 10942/? [1:05:17<00:00,  2.79it/s]
Epoch 0: |          | 10943/? [1:05:17<00:00,  2.79it/s]
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Epoch 0: |          | 10944/? [1:05:18<00:00,  2.79it/s]
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Epoch 0: |          | 10945/? [1:05:18<00:00,  2.79it/s]
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Epoch 0: |          | 10951/? [1:05:20<00:00,  2.79it/s]
Epoch 0: |          | 10951/? [1:05:20<00:00,  2.79it/s]
Epoch 0: |          | 10952/? [1:05:20<00:00,  2.79it/s]
Epoch 0: |          | 10952/? [1:05:20<00:00,  2.79it/s]
Epoch 0: |          | 10953/? [1:05:20<00:00,  2.79it/s]
Epoch 0: |          | 10953/? [1:05:20<00:00,  2.79it/s]
Epoch 0: |          | 10954/? [1:05:21<00:00,  2.79it/s]
Epoch 0: |          | 10954/? [1:05:21<00:00,  2.79it/s]
Epoch 0: |          | 10955/? [1:05:21<00:00,  2.79it/s]
Epoch 0: |          | 10955/? [1:05:21<00:00,  2.79it/s]
Epoch 0: |          | 10956/? [1:05:21<00:00,  2.79it/s]
Epoch 0: |          | 10956/? [1:05:21<00:00,  2.79it/s]
Epoch 0: |          | 10957/? [1:05:21<00:00,  2.79it/s]
Epoch 0: |          | 10957/? [1:05:21<00:00,  2.79it/s]
Epoch 0: |          | 10958/? [1:05:22<00:00,  2.79it/s]
Epoch 0: |          | 10958/? [1:05:22<00:00,  2.79it/s]
Epoch 0: |          | 10959/? [1:05:22<00:00,  2.79it/s]
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Epoch 0: |          | 10960/? [1:05:22<00:00,  2.79it/s]
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Epoch 0: |          | 10961/? [1:05:23<00:00,  2.79it/s]
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Epoch 0: |          | 10962/? [1:05:23<00:00,  2.79it/s]
Epoch 0: |          | 10962/? [1:05:23<00:00,  2.79it/s]
Epoch 0: |          | 10963/? [1:05:23<00:00,  2.79it/s]
Epoch 0: |          | 10963/? [1:05:23<00:00,  2.79it/s]
Epoch 0: |          | 10964/? [1:05:23<00:00,  2.79it/s]
Epoch 0: |          | 10964/? [1:05:23<00:00,  2.79it/s]
Epoch 0: |          | 10965/? [1:05:24<00:00,  2.79it/s]
Epoch 0: |          | 10965/? [1:05:24<00:00,  2.79it/s]
Epoch 0: |          | 10966/? [1:05:24<00:00,  2.79it/s]
Epoch 0: |          | 10966/? [1:05:24<00:00,  2.79it/s]
Epoch 0: |          | 10967/? [1:05:24<00:00,  2.79it/s]
Epoch 0: |          | 10967/? [1:05:24<00:00,  2.79it/s]
Epoch 0: |          | 10968/? [1:05:25<00:00,  2.79it/s]
Epoch 0: |          | 10968/? [1:05:25<00:00,  2.79it/s]
Epoch 0: |          | 10969/? [1:05:25<00:00,  2.79it/s]
Epoch 0: |          | 10969/? [1:05:25<00:00,  2.79it/s]
Epoch 0: |          | 10970/? [1:05:25<00:00,  2.79it/s]
Epoch 0: |          | 10970/? [1:05:25<00:00,  2.79it/s]
Epoch 0: |          | 10971/? [1:05:25<00:00,  2.79it/s]
Epoch 0: |          | 10971/? [1:05:25<00:00,  2.79it/s]
Epoch 0: |          | 10972/? [1:05:26<00:00,  2.79it/s]
Epoch 0: |          | 10972/? [1:05:26<00:00,  2.79it/s]
Epoch 0: |          | 10973/? [1:05:26<00:00,  2.79it/s]
Epoch 0: |          | 10973/? [1:05:26<00:00,  2.79it/s]
Epoch 0: |          | 10974/? [1:05:26<00:00,  2.79it/s]
Epoch 0: |          | 10974/? [1:05:26<00:00,  2.79it/s]
Epoch 0: |          | 10975/? [1:05:27<00:00,  2.79it/s]
Epoch 0: |          | 10975/? [1:05:27<00:00,  2.79it/s]
Epoch 0: |          | 10976/? [1:05:27<00:00,  2.79it/s]
Epoch 0: |          | 10976/? [1:05:27<00:00,  2.79it/s]
Epoch 0: |          | 10977/? [1:05:27<00:00,  2.79it/s]
Epoch 0: |          | 10977/? [1:05:27<00:00,  2.79it/s]
Epoch 0: |          | 10978/? [1:05:28<00:00,  2.79it/s]
Epoch 0: |          | 10978/? [1:05:28<00:00,  2.79it/s]
Epoch 0: |          | 10979/? [1:05:28<00:00,  2.79it/s]
Epoch 0: |          | 10979/? [1:05:28<00:00,  2.79it/s]
Epoch 0: |          | 10980/? [1:05:28<00:00,  2.79it/s]
Epoch 0: |          | 10980/? [1:05:28<00:00,  2.79it/s]
Epoch 0: |          | 10981/? [1:05:28<00:00,  2.79it/s]
Epoch 0: |          | 10981/? [1:05:28<00:00,  2.79it/s]
Epoch 0: |          | 10982/? [1:05:29<00:00,  2.79it/s]
Epoch 0: |          | 10982/? [1:05:29<00:00,  2.79it/s]
Epoch 0: |          | 10983/? [1:05:29<00:00,  2.80it/s]
Epoch 0: |          | 10983/? [1:05:29<00:00,  2.80it/s]
Epoch 0: |          | 10984/? [1:05:29<00:00,  2.80it/s]
Epoch 0: |          | 10984/? [1:05:29<00:00,  2.80it/s]
Epoch 0: |          | 10985/? [1:05:30<00:00,  2.80it/s]
Epoch 0: |          | 10985/? [1:05:30<00:00,  2.80it/s]
Epoch 0: |          | 10986/? [1:05:30<00:00,  2.80it/s]
Epoch 0: |          | 10986/? [1:05:30<00:00,  2.80it/s]
Epoch 0: |          | 10987/? [1:05:30<00:00,  2.80it/s]
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Epoch 0: |          | 10988/? [1:05:30<00:00,  2.80it/s]
Epoch 0: |          | 10988/? [1:05:30<00:00,  2.80it/s]
Epoch 0: |          | 10989/? [1:05:31<00:00,  2.80it/s]
Epoch 0: |          | 10989/? [1:05:31<00:00,  2.80it/s]
Epoch 0: |          | 10990/? [1:05:31<00:00,  2.80it/s]
Epoch 0: |          | 10990/? [1:05:31<00:00,  2.80it/s]
Epoch 0: |          | 10991/? [1:05:31<00:00,  2.80it/s]
Epoch 0: |          | 10991/? [1:05:31<00:00,  2.80it/s]
Epoch 0: |          | 10992/? [1:05:32<00:00,  2.80it/s]
Epoch 0: |          | 10992/? [1:05:32<00:00,  2.80it/s]
Epoch 0: |          | 10993/? [1:05:32<00:00,  2.80it/s]
Epoch 0: |          | 10993/? [1:05:32<00:00,  2.80it/s]
Epoch 0: |          | 10994/? [1:05:32<00:00,  2.80it/s]
Epoch 0: |          | 10994/? [1:05:32<00:00,  2.80it/s]
Epoch 0: |          | 10995/? [1:05:33<00:00,  2.80it/s]
Epoch 0: |          | 10995/? [1:05:33<00:00,  2.80it/s]
Epoch 0: |          | 10996/? [1:05:33<00:00,  2.80it/s]
Epoch 0: |          | 10996/? [1:05:33<00:00,  2.80it/s]
Epoch 0: |          | 10997/? [1:05:33<00:00,  2.80it/s]
Epoch 0: |          | 10997/? [1:05:33<00:00,  2.80it/s]
Epoch 0: |          | 10998/? [1:05:33<00:00,  2.80it/s]
Epoch 0: |          | 10998/? [1:05:33<00:00,  2.80it/s]
Epoch 0: |          | 10999/? [1:05:34<00:00,  2.80it/s]
Epoch 0: |          | 10999/? [1:05:34<00:00,  2.80it/s]
Epoch 0: |          | 11000/? [1:05:34<00:00,  2.80it/s]
Epoch 0: |          | 11000/? [1:05:34<00:00,  2.80it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.27it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.89it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.81it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.75it/s]

Epoch 0: |          | 11000/? [1:05:34<00:00,  2.80it/s]
Epoch 0: |          | 11001/? [1:05:35<00:00,  2.80it/s]
Epoch 0: |          | 11001/? [1:05:35<00:00,  2.80it/s]
Epoch 0: |          | 11002/? [1:05:35<00:00,  2.80it/s]
Epoch 0: |          | 11002/? [1:05:35<00:00,  2.80it/s]
Epoch 0: |          | 11003/? [1:05:35<00:00,  2.80it/s]
Epoch 0: |          | 11003/? [1:05:35<00:00,  2.80it/s]
Epoch 0: |          | 11004/? [1:05:35<00:00,  2.80it/s]
Epoch 0: |          | 11004/? [1:05:35<00:00,  2.80it/s]
Epoch 0: |          | 11005/? [1:05:36<00:00,  2.80it/s]
Epoch 0: |          | 11005/? [1:05:36<00:00,  2.80it/s]
Epoch 0: |          | 11006/? [1:05:36<00:00,  2.80it/s]
Epoch 0: |          | 11006/? [1:05:36<00:00,  2.80it/s]
Epoch 0: |          | 11007/? [1:05:36<00:00,  2.80it/s]
Epoch 0: |          | 11007/? [1:05:36<00:00,  2.80it/s]
Epoch 0: |          | 11008/? [1:05:37<00:00,  2.80it/s]
Epoch 0: |          | 11008/? [1:05:37<00:00,  2.80it/s]
Epoch 0: |          | 11009/? [1:05:37<00:00,  2.80it/s]
Epoch 0: |          | 11009/? [1:05:37<00:00,  2.80it/s]
Epoch 0: |          | 11010/? [1:05:37<00:00,  2.80it/s]
Epoch 0: |          | 11010/? [1:05:37<00:00,  2.80it/s]
Epoch 0: |          | 11011/? [1:05:38<00:00,  2.80it/s]
Epoch 0: |          | 11011/? [1:05:38<00:00,  2.80it/s]
Epoch 0: |          | 11012/? [1:05:38<00:00,  2.80it/s]
Epoch 0: |          | 11012/? [1:05:38<00:00,  2.80it/s]
Epoch 0: |          | 11013/? [1:05:38<00:00,  2.80it/s]
Epoch 0: |          | 11013/? [1:05:38<00:00,  2.80it/s]
Epoch 0: |          | 11014/? [1:05:38<00:00,  2.80it/s]
Epoch 0: |          | 11014/? [1:05:38<00:00,  2.80it/s]
Epoch 0: |          | 11015/? [1:05:39<00:00,  2.80it/s]
Epoch 0: |          | 11015/? [1:05:39<00:00,  2.80it/s]
Epoch 0: |          | 11016/? [1:05:39<00:00,  2.80it/s]
Epoch 0: |          | 11016/? [1:05:39<00:00,  2.80it/s]
Epoch 0: |          | 11017/? [1:05:39<00:00,  2.80it/s]
Epoch 0: |          | 11017/? [1:05:39<00:00,  2.80it/s]
Epoch 0: |          | 11018/? [1:05:40<00:00,  2.80it/s]
Epoch 0: |          | 11018/? [1:05:40<00:00,  2.80it/s]
Epoch 0: |          | 11019/? [1:05:40<00:00,  2.80it/s]
Epoch 0: |          | 11019/? [1:05:40<00:00,  2.80it/s]
Epoch 0: |          | 11020/? [1:05:40<00:00,  2.80it/s]
Epoch 0: |          | 11020/? [1:05:40<00:00,  2.80it/s]
Epoch 0: |          | 11021/? [1:05:40<00:00,  2.80it/s]
Epoch 0: |          | 11021/? [1:05:40<00:00,  2.80it/s]
Epoch 0: |          | 11022/? [1:05:41<00:00,  2.80it/s]
Epoch 0: |          | 11022/? [1:05:41<00:00,  2.80it/s]
Epoch 0: |          | 11023/? [1:05:41<00:00,  2.80it/s]
Epoch 0: |          | 11023/? [1:05:41<00:00,  2.80it/s]
Epoch 0: |          | 11024/? [1:05:41<00:00,  2.80it/s]
Epoch 0: |          | 11024/? [1:05:41<00:00,  2.80it/s]
Epoch 0: |          | 11025/? [1:05:42<00:00,  2.80it/s]
Epoch 0: |          | 11025/? [1:05:42<00:00,  2.80it/s]
Epoch 0: |          | 11026/? [1:05:42<00:00,  2.80it/s]
Epoch 0: |          | 11026/? [1:05:42<00:00,  2.80it/s]
Epoch 0: |          | 11027/? [1:05:42<00:00,  2.80it/s]
Epoch 0: |          | 11027/? [1:05:42<00:00,  2.80it/s]
Epoch 0: |          | 11028/? [1:05:42<00:00,  2.80it/s]
Epoch 0: |          | 11028/? [1:05:42<00:00,  2.80it/s]
Epoch 0: |          | 11029/? [1:05:43<00:00,  2.80it/s]
Epoch 0: |          | 11029/? [1:05:43<00:00,  2.80it/s]
Epoch 0: |          | 11030/? [1:05:43<00:00,  2.80it/s]
Epoch 0: |          | 11030/? [1:05:43<00:00,  2.80it/s]
Epoch 0: |          | 11031/? [1:05:43<00:00,  2.80it/s]
Epoch 0: |          | 11031/? [1:05:43<00:00,  2.80it/s]
Epoch 0: |          | 11032/? [1:05:44<00:00,  2.80it/s]
Epoch 0: |          | 11032/? [1:05:44<00:00,  2.80it/s]
Epoch 0: |          | 11033/? [1:05:44<00:00,  2.80it/s]
Epoch 0: |          | 11033/? [1:05:44<00:00,  2.80it/s]
Epoch 0: |          | 11034/? [1:05:44<00:00,  2.80it/s]
Epoch 0: |          | 11034/? [1:05:44<00:00,  2.80it/s]
Epoch 0: |          | 11035/? [1:05:44<00:00,  2.80it/s]
Epoch 0: |          | 11035/? [1:05:44<00:00,  2.80it/s]
Epoch 0: |          | 11036/? [1:05:45<00:00,  2.80it/s]
Epoch 0: |          | 11036/? [1:05:45<00:00,  2.80it/s]
Epoch 0: |          | 11037/? [1:05:45<00:00,  2.80it/s]
Epoch 0: |          | 11037/? [1:05:45<00:00,  2.80it/s]
Epoch 0: |          | 11038/? [1:05:45<00:00,  2.80it/s]
Epoch 0: |          | 11038/? [1:05:45<00:00,  2.80it/s]
Epoch 0: |          | 11039/? [1:05:46<00:00,  2.80it/s]
Epoch 0: |          | 11039/? [1:05:46<00:00,  2.80it/s]
Epoch 0: |          | 11040/? [1:05:46<00:00,  2.80it/s]
Epoch 0: |          | 11040/? [1:05:46<00:00,  2.80it/s]
Epoch 0: |          | 11041/? [1:05:46<00:00,  2.80it/s]
Epoch 0: |          | 11041/? [1:05:46<00:00,  2.80it/s]
Epoch 0: |          | 11042/? [1:05:46<00:00,  2.80it/s]
Epoch 0: |          | 11042/? [1:05:46<00:00,  2.80it/s]
Epoch 0: |          | 11043/? [1:05:47<00:00,  2.80it/s]
Epoch 0: |          | 11043/? [1:05:47<00:00,  2.80it/s]
Epoch 0: |          | 11044/? [1:05:47<00:00,  2.80it/s]
Epoch 0: |          | 11044/? [1:05:47<00:00,  2.80it/s]
Epoch 0: |          | 11045/? [1:05:47<00:00,  2.80it/s]
Epoch 0: |          | 11045/? [1:05:47<00:00,  2.80it/s]
Epoch 0: |          | 11046/? [1:05:48<00:00,  2.80it/s]
Epoch 0: |          | 11046/? [1:05:48<00:00,  2.80it/s]
Epoch 0: |          | 11047/? [1:05:48<00:00,  2.80it/s]
Epoch 0: |          | 11047/? [1:05:48<00:00,  2.80it/s]
Epoch 0: |          | 11048/? [1:05:48<00:00,  2.80it/s]
Epoch 0: |          | 11048/? [1:05:48<00:00,  2.80it/s]
Epoch 0: |          | 11049/? [1:05:49<00:00,  2.80it/s]
Epoch 0: |          | 11049/? [1:05:49<00:00,  2.80it/s]
Epoch 0: |          | 11050/? [1:05:49<00:00,  2.80it/s]
Epoch 0: |          | 11050/? [1:05:49<00:00,  2.80it/s]
Epoch 0: |          | 11051/? [1:05:49<00:00,  2.80it/s]
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Epoch 0: |          | 11078/? [1:05:57<00:00,  2.80it/s]
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Epoch 0: |          | 11079/? [1:05:57<00:00,  2.80it/s]
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Epoch 0: |          | 11080/? [1:05:58<00:00,  2.80it/s]
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Epoch 0: |          | 11082/? [1:05:58<00:00,  2.80it/s]
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Epoch 0: |          | 11083/? [1:05:58<00:00,  2.80it/s]
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Epoch 0: |          | 11084/? [1:05:59<00:00,  2.80it/s]
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Epoch 0: |          | 11085/? [1:05:59<00:00,  2.80it/s]
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Epoch 0: |          | 11086/? [1:05:59<00:00,  2.80it/s]
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Epoch 0: |          | 11087/? [1:06:00<00:00,  2.80it/s]
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Epoch 0: |          | 11088/? [1:06:00<00:00,  2.80it/s]
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Epoch 0: |          | 11089/? [1:06:00<00:00,  2.80it/s]
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Epoch 0: |          | 11090/? [1:06:00<00:00,  2.80it/s]
Epoch 0: |          | 11090/? [1:06:00<00:00,  2.80it/s]
Epoch 0: |          | 11091/? [1:06:01<00:00,  2.80it/s]
Epoch 0: |          | 11091/? [1:06:01<00:00,  2.80it/s]
Epoch 0: |          | 11092/? [1:06:01<00:00,  2.80it/s]
Epoch 0: |          | 11092/? [1:06:01<00:00,  2.80it/s]
Epoch 0: |          | 11093/? [1:06:01<00:00,  2.80it/s]
Epoch 0: |          | 11093/? [1:06:01<00:00,  2.80it/s]
Epoch 0: |          | 11094/? [1:06:02<00:00,  2.80it/s]
Epoch 0: |          | 11094/? [1:06:02<00:00,  2.80it/s]
Epoch 0: |          | 11095/? [1:06:02<00:00,  2.80it/s]
Epoch 0: |          | 11095/? [1:06:02<00:00,  2.80it/s]
Epoch 0: |          | 11096/? [1:06:02<00:00,  2.80it/s]
Epoch 0: |          | 11096/? [1:06:02<00:00,  2.80it/s]
Epoch 0: |          | 11097/? [1:06:03<00:00,  2.80it/s]
Epoch 0: |          | 11097/? [1:06:03<00:00,  2.80it/s]
Epoch 0: |          | 11098/? [1:06:03<00:00,  2.80it/s]
Epoch 0: |          | 11098/? [1:06:03<00:00,  2.80it/s]
Epoch 0: |          | 11099/? [1:06:03<00:00,  2.80it/s]
Epoch 0: |          | 11099/? [1:06:03<00:00,  2.80it/s]
Epoch 0: |          | 11100/? [1:06:03<00:00,  2.80it/s]
Epoch 0: |          | 11100/? [1:06:03<00:00,  2.80it/s]
Epoch 0: |          | 11101/? [1:06:04<00:00,  2.80it/s]
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Epoch 0: |          | 11102/? [1:06:04<00:00,  2.80it/s]
Epoch 0: |          | 11102/? [1:06:04<00:00,  2.80it/s]
Epoch 0: |          | 11103/? [1:06:04<00:00,  2.80it/s]
Epoch 0: |          | 11103/? [1:06:04<00:00,  2.80it/s]
Epoch 0: |          | 11104/? [1:06:05<00:00,  2.80it/s]
Epoch 0: |          | 11104/? [1:06:05<00:00,  2.80it/s]
Epoch 0: |          | 11105/? [1:06:05<00:00,  2.80it/s]
Epoch 0: |          | 11105/? [1:06:05<00:00,  2.80it/s]
Epoch 0: |          | 11106/? [1:06:05<00:00,  2.80it/s]
Epoch 0: |          | 11106/? [1:06:05<00:00,  2.80it/s]
Epoch 0: |          | 11107/? [1:06:05<00:00,  2.80it/s]
Epoch 0: |          | 11107/? [1:06:05<00:00,  2.80it/s]
Epoch 0: |          | 11108/? [1:06:06<00:00,  2.80it/s]
Epoch 0: |          | 11108/? [1:06:06<00:00,  2.80it/s]
Epoch 0: |          | 11109/? [1:06:06<00:00,  2.80it/s]
Epoch 0: |          | 11109/? [1:06:06<00:00,  2.80it/s]
Epoch 0: |          | 11110/? [1:06:06<00:00,  2.80it/s]
Epoch 0: |          | 11110/? [1:06:06<00:00,  2.80it/s]
Epoch 0: |          | 11111/? [1:06:07<00:00,  2.80it/s]
Epoch 0: |          | 11111/? [1:06:07<00:00,  2.80it/s]
Epoch 0: |          | 11112/? [1:06:07<00:00,  2.80it/s]
Epoch 0: |          | 11112/? [1:06:07<00:00,  2.80it/s]
Epoch 0: |          | 11113/? [1:06:07<00:00,  2.80it/s]
Epoch 0: |          | 11113/? [1:06:07<00:00,  2.80it/s]
Epoch 0: |          | 11114/? [1:06:08<00:00,  2.80it/s]
Epoch 0: |          | 11114/? [1:06:08<00:00,  2.80it/s]
Epoch 0: |          | 11115/? [1:06:08<00:00,  2.80it/s]
Epoch 0: |          | 11115/? [1:06:08<00:00,  2.80it/s]
Epoch 0: |          | 11116/? [1:06:08<00:00,  2.80it/s]
Epoch 0: |          | 11116/? [1:06:08<00:00,  2.80it/s]
Epoch 0: |          | 11117/? [1:06:08<00:00,  2.80it/s]
Epoch 0: |          | 11117/? [1:06:08<00:00,  2.80it/s]
Epoch 0: |          | 11118/? [1:06:09<00:00,  2.80it/s]
Epoch 0: |          | 11118/? [1:06:09<00:00,  2.80it/s]
Epoch 0: |          | 11119/? [1:06:09<00:00,  2.80it/s]
Epoch 0: |          | 11119/? [1:06:09<00:00,  2.80it/s]
Epoch 0: |          | 11120/? [1:06:09<00:00,  2.80it/s]
Epoch 0: |          | 11120/? [1:06:09<00:00,  2.80it/s]
Epoch 0: |          | 11121/? [1:06:10<00:00,  2.80it/s]
Epoch 0: |          | 11121/? [1:06:10<00:00,  2.80it/s]
Epoch 0: |          | 11122/? [1:06:10<00:00,  2.80it/s]
Epoch 0: |          | 11122/? [1:06:10<00:00,  2.80it/s]
Epoch 0: |          | 11123/? [1:06:10<00:00,  2.80it/s]
Epoch 0: |          | 11123/? [1:06:10<00:00,  2.80it/s]
Epoch 0: |          | 11124/? [1:06:10<00:00,  2.80it/s]
Epoch 0: |          | 11124/? [1:06:10<00:00,  2.80it/s]
Epoch 0: |          | 11125/? [1:06:11<00:00,  2.80it/s]
Epoch 0: |          | 11125/? [1:06:11<00:00,  2.80it/s]
Epoch 0: |          | 11126/? [1:06:11<00:00,  2.80it/s]
Epoch 0: |          | 11126/? [1:06:11<00:00,  2.80it/s]
Epoch 0: |          | 11127/? [1:06:11<00:00,  2.80it/s]
Epoch 0: |          | 11127/? [1:06:11<00:00,  2.80it/s]
Epoch 0: |          | 11128/? [1:06:12<00:00,  2.80it/s]
Epoch 0: |          | 11128/? [1:06:12<00:00,  2.80it/s]
Epoch 0: |          | 11129/? [1:06:12<00:00,  2.80it/s]
Epoch 0: |          | 11129/? [1:06:12<00:00,  2.80it/s]
Epoch 0: |          | 11130/? [1:06:12<00:00,  2.80it/s]
Epoch 0: |          | 11130/? [1:06:12<00:00,  2.80it/s]
Epoch 0: |          | 11131/? [1:06:13<00:00,  2.80it/s]
Epoch 0: |          | 11131/? [1:06:13<00:00,  2.80it/s]
Epoch 0: |          | 11132/? [1:06:13<00:00,  2.80it/s]
Epoch 0: |          | 11132/? [1:06:13<00:00,  2.80it/s]
Epoch 0: |          | 11133/? [1:06:13<00:00,  2.80it/s]
Epoch 0: |          | 11133/? [1:06:13<00:00,  2.80it/s]
Epoch 0: |          | 11134/? [1:06:13<00:00,  2.80it/s]
Epoch 0: |          | 11134/? [1:06:13<00:00,  2.80it/s]
Epoch 0: |          | 11135/? [1:06:14<00:00,  2.80it/s]
Epoch 0: |          | 11135/? [1:06:14<00:00,  2.80it/s]
Epoch 0: |          | 11136/? [1:06:14<00:00,  2.80it/s]
Epoch 0: |          | 11136/? [1:06:14<00:00,  2.80it/s]
Epoch 0: |          | 11137/? [1:06:14<00:00,  2.80it/s]
Epoch 0: |          | 11137/? [1:06:14<00:00,  2.80it/s]
Epoch 0: |          | 11138/? [1:06:15<00:00,  2.80it/s]
Epoch 0: |          | 11138/? [1:06:15<00:00,  2.80it/s]
Epoch 0: |          | 11139/? [1:06:15<00:00,  2.80it/s]
Epoch 0: |          | 11139/? [1:06:15<00:00,  2.80it/s]
Epoch 0: |          | 11140/? [1:06:15<00:00,  2.80it/s]
Epoch 0: |          | 11140/? [1:06:15<00:00,  2.80it/s]
Epoch 0: |          | 11141/? [1:06:15<00:00,  2.80it/s]
Epoch 0: |          | 11141/? [1:06:15<00:00,  2.80it/s]
Epoch 0: |          | 11142/? [1:06:16<00:00,  2.80it/s]
Epoch 0: |          | 11142/? [1:06:16<00:00,  2.80it/s]
Epoch 0: |          | 11143/? [1:06:16<00:00,  2.80it/s]
Epoch 0: |          | 11143/? [1:06:16<00:00,  2.80it/s]
Epoch 0: |          | 11144/? [1:06:16<00:00,  2.80it/s]
Epoch 0: |          | 11144/? [1:06:16<00:00,  2.80it/s]
Epoch 0: |          | 11145/? [1:06:17<00:00,  2.80it/s]
Epoch 0: |          | 11145/? [1:06:17<00:00,  2.80it/s]
Epoch 0: |          | 11146/? [1:06:17<00:00,  2.80it/s]
Epoch 0: |          | 11146/? [1:06:17<00:00,  2.80it/s]
Epoch 0: |          | 11147/? [1:06:17<00:00,  2.80it/s]
Epoch 0: |          | 11147/? [1:06:17<00:00,  2.80it/s]
Epoch 0: |          | 11148/? [1:06:17<00:00,  2.80it/s]
Epoch 0: |          | 11148/? [1:06:17<00:00,  2.80it/s]
Epoch 0: |          | 11149/? [1:06:18<00:00,  2.80it/s]
Epoch 0: |          | 11149/? [1:06:18<00:00,  2.80it/s]
Epoch 0: |          | 11150/? [1:06:18<00:00,  2.80it/s]
Epoch 0: |          | 11150/? [1:06:18<00:00,  2.80it/s]
Epoch 0: |          | 11151/? [1:06:18<00:00,  2.80it/s]
Epoch 0: |          | 11151/? [1:06:18<00:00,  2.80it/s]
Epoch 0: |          | 11152/? [1:06:19<00:00,  2.80it/s]
Epoch 0: |          | 11152/? [1:06:19<00:00,  2.80it/s]
Epoch 0: |          | 11153/? [1:06:19<00:00,  2.80it/s]
Epoch 0: |          | 11153/? [1:06:19<00:00,  2.80it/s]
Epoch 0: |          | 11154/? [1:06:19<00:00,  2.80it/s]
Epoch 0: |          | 11154/? [1:06:19<00:00,  2.80it/s]
Epoch 0: |          | 11155/? [1:06:19<00:00,  2.80it/s]
Epoch 0: |          | 11155/? [1:06:19<00:00,  2.80it/s]
Epoch 0: |          | 11156/? [1:06:20<00:00,  2.80it/s]
Epoch 0: |          | 11156/? [1:06:20<00:00,  2.80it/s]
Epoch 0: |          | 11157/? [1:06:20<00:00,  2.80it/s]
Epoch 0: |          | 11157/? [1:06:20<00:00,  2.80it/s]
Epoch 0: |          | 11158/? [1:06:20<00:00,  2.80it/s]
Epoch 0: |          | 11158/? [1:06:20<00:00,  2.80it/s]
Epoch 0: |          | 11159/? [1:06:21<00:00,  2.80it/s]
Epoch 0: |          | 11159/? [1:06:21<00:00,  2.80it/s]
Epoch 0: |          | 11160/? [1:06:21<00:00,  2.80it/s]
Epoch 0: |          | 11160/? [1:06:21<00:00,  2.80it/s]
Epoch 0: |          | 11161/? [1:06:21<00:00,  2.80it/s]
Epoch 0: |          | 11161/? [1:06:21<00:00,  2.80it/s]
Epoch 0: |          | 11162/? [1:06:21<00:00,  2.80it/s]
Epoch 0: |          | 11162/? [1:06:21<00:00,  2.80it/s]
Epoch 0: |          | 11163/? [1:06:22<00:00,  2.80it/s]
Epoch 0: |          | 11163/? [1:06:22<00:00,  2.80it/s]
Epoch 0: |          | 11164/? [1:06:22<00:00,  2.80it/s]
Epoch 0: |          | 11164/? [1:06:22<00:00,  2.80it/s]
Epoch 0: |          | 11165/? [1:06:22<00:00,  2.80it/s]
Epoch 0: |          | 11165/? [1:06:22<00:00,  2.80it/s]
Epoch 0: |          | 11166/? [1:06:23<00:00,  2.80it/s]
Epoch 0: |          | 11166/? [1:06:23<00:00,  2.80it/s]
Epoch 0: |          | 11167/? [1:06:23<00:00,  2.80it/s]
Epoch 0: |          | 11167/? [1:06:23<00:00,  2.80it/s]
Epoch 0: |          | 11168/? [1:06:23<00:00,  2.80it/s]
Epoch 0: |          | 11168/? [1:06:23<00:00,  2.80it/s]
Epoch 0: |          | 11169/? [1:06:24<00:00,  2.80it/s]
Epoch 0: |          | 11169/? [1:06:24<00:00,  2.80it/s]
Epoch 0: |          | 11170/? [1:06:24<00:00,  2.80it/s]
Epoch 0: |          | 11170/? [1:06:24<00:00,  2.80it/s]
Epoch 0: |          | 11171/? [1:06:24<00:00,  2.80it/s]
Epoch 0: |          | 11171/? [1:06:24<00:00,  2.80it/s]
Epoch 0: |          | 11172/? [1:06:24<00:00,  2.80it/s]
Epoch 0: |          | 11172/? [1:06:24<00:00,  2.80it/s]
Epoch 0: |          | 11173/? [1:06:25<00:00,  2.80it/s]
Epoch 0: |          | 11173/? [1:06:25<00:00,  2.80it/s]
Epoch 0: |          | 11174/? [1:06:25<00:00,  2.80it/s]
Epoch 0: |          | 11174/? [1:06:25<00:00,  2.80it/s]
Epoch 0: |          | 11175/? [1:06:25<00:00,  2.80it/s]
Epoch 0: |          | 11175/? [1:06:25<00:00,  2.80it/s]
Epoch 0: |          | 11176/? [1:06:26<00:00,  2.80it/s]
Epoch 0: |          | 11176/? [1:06:26<00:00,  2.80it/s]
Epoch 0: |          | 11177/? [1:06:26<00:00,  2.80it/s]
Epoch 0: |          | 11177/? [1:06:26<00:00,  2.80it/s]
Epoch 0: |          | 11178/? [1:06:26<00:00,  2.80it/s]
Epoch 0: |          | 11178/? [1:06:26<00:00,  2.80it/s]
Epoch 0: |          | 11179/? [1:06:27<00:00,  2.80it/s]
Epoch 0: |          | 11179/? [1:06:27<00:00,  2.80it/s]
Epoch 0: |          | 11180/? [1:06:27<00:00,  2.80it/s]
Epoch 0: |          | 11180/? [1:06:27<00:00,  2.80it/s]
Epoch 0: |          | 11181/? [1:06:27<00:00,  2.80it/s]
Epoch 0: |          | 11181/? [1:06:27<00:00,  2.80it/s]
Epoch 0: |          | 11182/? [1:06:27<00:00,  2.80it/s]
Epoch 0: |          | 11182/? [1:06:27<00:00,  2.80it/s]
Epoch 0: |          | 11183/? [1:06:28<00:00,  2.80it/s]
Epoch 0: |          | 11183/? [1:06:28<00:00,  2.80it/s]
Epoch 0: |          | 11184/? [1:06:28<00:00,  2.80it/s]
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Epoch 0: |          | 11185/? [1:06:28<00:00,  2.80it/s]
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Epoch 0: |          | 11186/? [1:06:29<00:00,  2.80it/s]
Epoch 0: |          | 11186/? [1:06:29<00:00,  2.80it/s]
Epoch 0: |          | 11187/? [1:06:29<00:00,  2.80it/s]
Epoch 0: |          | 11187/? [1:06:29<00:00,  2.80it/s]
Epoch 0: |          | 11188/? [1:06:29<00:00,  2.80it/s]
Epoch 0: |          | 11188/? [1:06:29<00:00,  2.80it/s]
Epoch 0: |          | 11189/? [1:06:29<00:00,  2.80it/s]
Epoch 0: |          | 11189/? [1:06:29<00:00,  2.80it/s]
Epoch 0: |          | 11190/? [1:06:30<00:00,  2.80it/s]
Epoch 0: |          | 11190/? [1:06:30<00:00,  2.80it/s]
Epoch 0: |          | 11191/? [1:06:30<00:00,  2.80it/s]
Epoch 0: |          | 11191/? [1:06:30<00:00,  2.80it/s]
Epoch 0: |          | 11192/? [1:06:30<00:00,  2.80it/s]
Epoch 0: |          | 11192/? [1:06:30<00:00,  2.80it/s]
Epoch 0: |          | 11193/? [1:06:31<00:00,  2.80it/s]
Epoch 0: |          | 11193/? [1:06:31<00:00,  2.80it/s]
Epoch 0: |          | 11194/? [1:06:31<00:00,  2.80it/s]
Epoch 0: |          | 11194/? [1:06:31<00:00,  2.80it/s]
Epoch 0: |          | 11195/? [1:06:31<00:00,  2.80it/s]
Epoch 0: |          | 11195/? [1:06:31<00:00,  2.80it/s]
Epoch 0: |          | 11196/? [1:06:31<00:00,  2.80it/s]
Epoch 0: |          | 11196/? [1:06:31<00:00,  2.80it/s]
Epoch 0: |          | 11197/? [1:06:32<00:00,  2.80it/s]
Epoch 0: |          | 11197/? [1:06:32<00:00,  2.80it/s]
Epoch 0: |          | 11198/? [1:06:32<00:00,  2.80it/s]
Epoch 0: |          | 11198/? [1:06:32<00:00,  2.80it/s]
Epoch 0: |          | 11199/? [1:06:32<00:00,  2.80it/s]
Epoch 0: |          | 11199/? [1:06:32<00:00,  2.80it/s]
Epoch 0: |          | 11200/? [1:06:33<00:00,  2.80it/s]
Epoch 0: |          | 11200/? [1:06:33<00:00,  2.80it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.76it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 16.89it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 16.54it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 16.26it/s]

Epoch 0: |          | 11200/? [1:06:33<00:00,  2.80it/s]
Epoch 0: |          | 11201/? [1:06:33<00:00,  2.80it/s]
Epoch 0: |          | 11201/? [1:06:33<00:00,  2.80it/s]
Epoch 0: |          | 11202/? [1:06:33<00:00,  2.80it/s]
Epoch 0: |          | 11202/? [1:06:33<00:00,  2.80it/s]
Epoch 0: |          | 11203/? [1:06:34<00:00,  2.80it/s]
Epoch 0: |          | 11203/? [1:06:34<00:00,  2.80it/s]
Epoch 0: |          | 11204/? [1:06:34<00:00,  2.80it/s]
Epoch 0: |          | 11204/? [1:06:34<00:00,  2.80it/s]
Epoch 0: |          | 11205/? [1:06:34<00:00,  2.80it/s]
Epoch 0: |          | 11205/? [1:06:34<00:00,  2.80it/s]
Epoch 0: |          | 11206/? [1:06:35<00:00,  2.80it/s]
Epoch 0: |          | 11206/? [1:06:35<00:00,  2.80it/s]
Epoch 0: |          | 11207/? [1:06:35<00:00,  2.80it/s]
Epoch 0: |          | 11207/? [1:06:35<00:00,  2.80it/s]
Epoch 0: |          | 11208/? [1:06:35<00:00,  2.80it/s]
Epoch 0: |          | 11208/? [1:06:35<00:00,  2.80it/s]
Epoch 0: |          | 11209/? [1:06:36<00:00,  2.80it/s]
Epoch 0: |          | 11209/? [1:06:36<00:00,  2.80it/s]
Epoch 0: |          | 11210/? [1:06:36<00:00,  2.81it/s]
Epoch 0: |          | 11210/? [1:06:36<00:00,  2.81it/s]
Epoch 0: |          | 11211/? [1:06:36<00:00,  2.81it/s]
Epoch 0: |          | 11211/? [1:06:36<00:00,  2.81it/s]
Epoch 0: |          | 11212/? [1:06:36<00:00,  2.81it/s]
Epoch 0: |          | 11212/? [1:06:36<00:00,  2.81it/s]
Epoch 0: |          | 11213/? [1:06:37<00:00,  2.81it/s]
Epoch 0: |          | 11213/? [1:06:37<00:00,  2.81it/s]
Epoch 0: |          | 11214/? [1:06:37<00:00,  2.81it/s]
Epoch 0: |          | 11214/? [1:06:37<00:00,  2.81it/s]
Epoch 0: |          | 11215/? [1:06:37<00:00,  2.81it/s]
Epoch 0: |          | 11215/? [1:06:37<00:00,  2.81it/s]
Epoch 0: |          | 11216/? [1:06:38<00:00,  2.81it/s]
Epoch 0: |          | 11216/? [1:06:38<00:00,  2.81it/s]
Epoch 0: |          | 11217/? [1:06:38<00:00,  2.81it/s]
Epoch 0: |          | 11217/? [1:06:38<00:00,  2.81it/s]
Epoch 0: |          | 11218/? [1:06:38<00:00,  2.81it/s]
Epoch 0: |          | 11218/? [1:06:38<00:00,  2.81it/s]
Epoch 0: |          | 11219/? [1:06:38<00:00,  2.81it/s]
Epoch 0: |          | 11219/? [1:06:38<00:00,  2.81it/s]
Epoch 0: |          | 11220/? [1:06:39<00:00,  2.81it/s]
Epoch 0: |          | 11220/? [1:06:39<00:00,  2.81it/s]
Epoch 0: |          | 11221/? [1:06:39<00:00,  2.81it/s]
Epoch 0: |          | 11221/? [1:06:39<00:00,  2.81it/s]
Epoch 0: |          | 11222/? [1:06:39<00:00,  2.81it/s]
Epoch 0: |          | 11222/? [1:06:39<00:00,  2.81it/s]
Epoch 0: |          | 11223/? [1:06:40<00:00,  2.81it/s]
Epoch 0: |          | 11223/? [1:06:40<00:00,  2.81it/s]
Epoch 0: |          | 11224/? [1:06:40<00:00,  2.81it/s]
Epoch 0: |          | 11224/? [1:06:40<00:00,  2.81it/s]
Epoch 0: |          | 11225/? [1:06:40<00:00,  2.81it/s]
Epoch 0: |          | 11225/? [1:06:40<00:00,  2.81it/s]
Epoch 0: |          | 11226/? [1:06:40<00:00,  2.81it/s]
Epoch 0: |          | 11226/? [1:06:40<00:00,  2.81it/s]
Epoch 0: |          | 11227/? [1:06:41<00:00,  2.81it/s]
Epoch 0: |          | 11227/? [1:06:41<00:00,  2.81it/s]
Epoch 0: |          | 11228/? [1:06:41<00:00,  2.81it/s]
Epoch 0: |          | 11228/? [1:06:41<00:00,  2.81it/s]
Epoch 0: |          | 11229/? [1:06:41<00:00,  2.81it/s]
Epoch 0: |          | 11229/? [1:06:41<00:00,  2.81it/s]
Epoch 0: |          | 11230/? [1:06:42<00:00,  2.81it/s]
Epoch 0: |          | 11230/? [1:06:42<00:00,  2.81it/s]
Epoch 0: |          | 11231/? [1:06:42<00:00,  2.81it/s]
Epoch 0: |          | 11231/? [1:06:42<00:00,  2.81it/s]
Epoch 0: |          | 11232/? [1:06:42<00:00,  2.81it/s]
Epoch 0: |          | 11232/? [1:06:42<00:00,  2.81it/s]
Epoch 0: |          | 11233/? [1:06:43<00:00,  2.81it/s]
Epoch 0: |          | 11233/? [1:06:43<00:00,  2.81it/s]
Epoch 0: |          | 11234/? [1:06:43<00:00,  2.81it/s]
Epoch 0: |          | 11234/? [1:06:43<00:00,  2.81it/s]
Epoch 0: |          | 11235/? [1:06:43<00:00,  2.81it/s]
Epoch 0: |          | 11235/? [1:06:43<00:00,  2.81it/s]
Epoch 0: |          | 11236/? [1:06:43<00:00,  2.81it/s]
Epoch 0: |          | 11236/? [1:06:43<00:00,  2.81it/s]
Epoch 0: |          | 11237/? [1:06:44<00:00,  2.81it/s]
Epoch 0: |          | 11237/? [1:06:44<00:00,  2.81it/s]
Epoch 0: |          | 11238/? [1:06:44<00:00,  2.81it/s]
Epoch 0: |          | 11238/? [1:06:44<00:00,  2.81it/s]
Epoch 0: |          | 11239/? [1:06:44<00:00,  2.81it/s]
Epoch 0: |          | 11239/? [1:06:44<00:00,  2.81it/s]
Epoch 0: |          | 11240/? [1:06:45<00:00,  2.81it/s]
Epoch 0: |          | 11240/? [1:06:45<00:00,  2.81it/s]
Epoch 0: |          | 11241/? [1:06:45<00:00,  2.81it/s]
Epoch 0: |          | 11241/? [1:06:45<00:00,  2.81it/s]
Epoch 0: |          | 11242/? [1:06:45<00:00,  2.81it/s]
Epoch 0: |          | 11242/? [1:06:45<00:00,  2.81it/s]
Epoch 0: |          | 11243/? [1:06:45<00:00,  2.81it/s]
Epoch 0: |          | 11243/? [1:06:45<00:00,  2.81it/s]
Epoch 0: |          | 11244/? [1:06:46<00:00,  2.81it/s]
Epoch 0: |          | 11244/? [1:06:46<00:00,  2.81it/s]
Epoch 0: |          | 11245/? [1:06:46<00:00,  2.81it/s]
Epoch 0: |          | 11245/? [1:06:46<00:00,  2.81it/s]
Epoch 0: |          | 11246/? [1:06:46<00:00,  2.81it/s]
Epoch 0: |          | 11246/? [1:06:46<00:00,  2.81it/s]
Epoch 0: |          | 11247/? [1:06:47<00:00,  2.81it/s]
Epoch 0: |          | 11247/? [1:06:47<00:00,  2.81it/s]
Epoch 0: |          | 11248/? [1:06:47<00:00,  2.81it/s]
Epoch 0: |          | 11248/? [1:06:47<00:00,  2.81it/s]
Epoch 0: |          | 11249/? [1:06:47<00:00,  2.81it/s]
Epoch 0: |          | 11249/? [1:06:47<00:00,  2.81it/s]
Epoch 0: |          | 11250/? [1:06:48<00:00,  2.81it/s]
Epoch 0: |          | 11250/? [1:06:48<00:00,  2.81it/s]
Epoch 0: |          | 11251/? [1:06:48<00:00,  2.81it/s]
Epoch 0: |          | 11251/? [1:06:48<00:00,  2.81it/s]
Epoch 0: |          | 11252/? [1:06:48<00:00,  2.81it/s]
Epoch 0: |          | 11252/? [1:06:48<00:00,  2.81it/s]
Epoch 0: |          | 11253/? [1:06:48<00:00,  2.81it/s]
Epoch 0: |          | 11253/? [1:06:48<00:00,  2.81it/s]
Epoch 0: |          | 11254/? [1:06:49<00:00,  2.81it/s]
Epoch 0: |          | 11254/? [1:06:49<00:00,  2.81it/s]
Epoch 0: |          | 11255/? [1:06:49<00:00,  2.81it/s]
Epoch 0: |          | 11255/? [1:06:49<00:00,  2.81it/s]
Epoch 0: |          | 11256/? [1:06:49<00:00,  2.81it/s]
Epoch 0: |          | 11256/? [1:06:49<00:00,  2.81it/s]
Epoch 0: |          | 11257/? [1:06:50<00:00,  2.81it/s]
Epoch 0: |          | 11257/? [1:06:50<00:00,  2.81it/s]
Epoch 0: |          | 11258/? [1:06:50<00:00,  2.81it/s]
Epoch 0: |          | 11258/? [1:06:50<00:00,  2.81it/s]
Epoch 0: |          | 11259/? [1:06:50<00:00,  2.81it/s]
Epoch 0: |          | 11259/? [1:06:50<00:00,  2.81it/s]
Epoch 0: |          | 11260/? [1:06:51<00:00,  2.81it/s]
Epoch 0: |          | 11260/? [1:06:51<00:00,  2.81it/s]
Epoch 0: |          | 11261/? [1:06:51<00:00,  2.81it/s]
Epoch 0: |          | 11261/? [1:06:51<00:00,  2.81it/s]
Epoch 0: |          | 11262/? [1:06:51<00:00,  2.81it/s]
Epoch 0: |          | 11262/? [1:06:51<00:00,  2.81it/s]
Epoch 0: |          | 11263/? [1:06:51<00:00,  2.81it/s]
Epoch 0: |          | 11263/? [1:06:51<00:00,  2.81it/s]
Epoch 0: |          | 11264/? [1:06:52<00:00,  2.81it/s]
Epoch 0: |          | 11264/? [1:06:52<00:00,  2.81it/s]
Epoch 0: |          | 11265/? [1:06:52<00:00,  2.81it/s]
Epoch 0: |          | 11265/? [1:06:52<00:00,  2.81it/s]
Epoch 0: |          | 11266/? [1:06:52<00:00,  2.81it/s]
Epoch 0: |          | 11266/? [1:06:52<00:00,  2.81it/s]
Epoch 0: |          | 11267/? [1:06:53<00:00,  2.81it/s]
Epoch 0: |          | 11267/? [1:06:53<00:00,  2.81it/s]
Epoch 0: |          | 11268/? [1:06:53<00:00,  2.81it/s]
Epoch 0: |          | 11268/? [1:06:53<00:00,  2.81it/s]
Epoch 0: |          | 11269/? [1:06:53<00:00,  2.81it/s]
Epoch 0: |          | 11269/? [1:06:53<00:00,  2.81it/s]
Epoch 0: |          | 11270/? [1:06:54<00:00,  2.81it/s]
Epoch 0: |          | 11270/? [1:06:54<00:00,  2.81it/s]
Epoch 0: |          | 11271/? [1:06:54<00:00,  2.81it/s]
Epoch 0: |          | 11271/? [1:06:54<00:00,  2.81it/s]
Epoch 0: |          | 11272/? [1:06:54<00:00,  2.81it/s]
Epoch 0: |          | 11272/? [1:06:54<00:00,  2.81it/s]
Epoch 0: |          | 11273/? [1:06:54<00:00,  2.81it/s]
Epoch 0: |          | 11273/? [1:06:54<00:00,  2.81it/s]
Epoch 0: |          | 11274/? [1:06:55<00:00,  2.81it/s]
Epoch 0: |          | 11274/? [1:06:55<00:00,  2.81it/s]
Epoch 0: |          | 11275/? [1:06:55<00:00,  2.81it/s]
Epoch 0: |          | 11275/? [1:06:55<00:00,  2.81it/s]
Epoch 0: |          | 11276/? [1:06:55<00:00,  2.81it/s]
Epoch 0: |          | 11276/? [1:06:55<00:00,  2.81it/s]
Epoch 0: |          | 11277/? [1:06:56<00:00,  2.81it/s]
Epoch 0: |          | 11277/? [1:06:56<00:00,  2.81it/s]
Epoch 0: |          | 11278/? [1:06:56<00:00,  2.81it/s]
Epoch 0: |          | 11278/? [1:06:56<00:00,  2.81it/s]
Epoch 0: |          | 11279/? [1:06:56<00:00,  2.81it/s]
Epoch 0: |          | 11279/? [1:06:56<00:00,  2.81it/s]
Epoch 0: |          | 11280/? [1:06:57<00:00,  2.81it/s]
Epoch 0: |          | 11280/? [1:06:57<00:00,  2.81it/s]
Epoch 0: |          | 11281/? [1:06:57<00:00,  2.81it/s]
Epoch 0: |          | 11281/? [1:06:57<00:00,  2.81it/s]
Epoch 0: |          | 11282/? [1:06:57<00:00,  2.81it/s]
Epoch 0: |          | 11282/? [1:06:57<00:00,  2.81it/s]
Epoch 0: |          | 11283/? [1:06:57<00:00,  2.81it/s]
Epoch 0: |          | 11283/? [1:06:57<00:00,  2.81it/s]
Epoch 0: |          | 11284/? [1:06:58<00:00,  2.81it/s]
Epoch 0: |          | 11284/? [1:06:58<00:00,  2.81it/s]
Epoch 0: |          | 11285/? [1:06:58<00:00,  2.81it/s]
Epoch 0: |          | 11285/? [1:06:58<00:00,  2.81it/s]
Epoch 0: |          | 11286/? [1:06:58<00:00,  2.81it/s]
Epoch 0: |          | 11286/? [1:06:58<00:00,  2.81it/s]
Epoch 0: |          | 11287/? [1:06:59<00:00,  2.81it/s]
Epoch 0: |          | 11287/? [1:06:59<00:00,  2.81it/s]
Epoch 0: |          | 11288/? [1:06:59<00:00,  2.81it/s]
Epoch 0: |          | 11288/? [1:06:59<00:00,  2.81it/s]
Epoch 0: |          | 11289/? [1:06:59<00:00,  2.81it/s]
Epoch 0: |          | 11289/? [1:06:59<00:00,  2.81it/s]
Epoch 0: |          | 11290/? [1:06:59<00:00,  2.81it/s]
Epoch 0: |          | 11290/? [1:06:59<00:00,  2.81it/s]
Epoch 0: |          | 11291/? [1:07:00<00:00,  2.81it/s]
Epoch 0: |          | 11291/? [1:07:00<00:00,  2.81it/s]
Epoch 0: |          | 11292/? [1:07:00<00:00,  2.81it/s]
Epoch 0: |          | 11292/? [1:07:00<00:00,  2.81it/s]
Epoch 0: |          | 11293/? [1:07:00<00:00,  2.81it/s]
Epoch 0: |          | 11293/? [1:07:00<00:00,  2.81it/s]
Epoch 0: |          | 11294/? [1:07:01<00:00,  2.81it/s]
Epoch 0: |          | 11294/? [1:07:01<00:00,  2.81it/s]
Epoch 0: |          | 11295/? [1:07:01<00:00,  2.81it/s]
Epoch 0: |          | 11295/? [1:07:01<00:00,  2.81it/s]
Epoch 0: |          | 11296/? [1:07:01<00:00,  2.81it/s]
Epoch 0: |          | 11296/? [1:07:01<00:00,  2.81it/s]
Epoch 0: |          | 11297/? [1:07:02<00:00,  2.81it/s]
Epoch 0: |          | 11297/? [1:07:02<00:00,  2.81it/s]
Epoch 0: |          | 11298/? [1:07:02<00:00,  2.81it/s]
Epoch 0: |          | 11298/? [1:07:02<00:00,  2.81it/s]
Epoch 0: |          | 11299/? [1:07:02<00:00,  2.81it/s]
Epoch 0: |          | 11299/? [1:07:02<00:00,  2.81it/s]
Epoch 0: |          | 11300/? [1:07:02<00:00,  2.81it/s]
Epoch 0: |          | 11300/? [1:07:02<00:00,  2.81it/s]
Epoch 0: |          | 11301/? [1:07:03<00:00,  2.81it/s]
Epoch 0: |          | 11301/? [1:07:03<00:00,  2.81it/s]
Epoch 0: |          | 11302/? [1:07:03<00:00,  2.81it/s]
Epoch 0: |          | 11302/? [1:07:03<00:00,  2.81it/s]
Epoch 0: |          | 11303/? [1:07:03<00:00,  2.81it/s]
Epoch 0: |          | 11303/? [1:07:03<00:00,  2.81it/s]
Epoch 0: |          | 11304/? [1:07:04<00:00,  2.81it/s]
Epoch 0: |          | 11304/? [1:07:04<00:00,  2.81it/s]
Epoch 0: |          | 11305/? [1:07:04<00:00,  2.81it/s]
Epoch 0: |          | 11305/? [1:07:04<00:00,  2.81it/s]
Epoch 0: |          | 11306/? [1:07:04<00:00,  2.81it/s]
Epoch 0: |          | 11306/? [1:07:04<00:00,  2.81it/s]
Epoch 0: |          | 11307/? [1:07:04<00:00,  2.81it/s]
Epoch 0: |          | 11307/? [1:07:04<00:00,  2.81it/s]
Epoch 0: |          | 11308/? [1:07:05<00:00,  2.81it/s]
Epoch 0: |          | 11308/? [1:07:05<00:00,  2.81it/s]
Epoch 0: |          | 11309/? [1:07:05<00:00,  2.81it/s]
Epoch 0: |          | 11309/? [1:07:05<00:00,  2.81it/s]
Epoch 0: |          | 11310/? [1:07:05<00:00,  2.81it/s]
Epoch 0: |          | 11310/? [1:07:05<00:00,  2.81it/s]
Epoch 0: |          | 11311/? [1:07:06<00:00,  2.81it/s]
Epoch 0: |          | 11311/? [1:07:06<00:00,  2.81it/s]
Epoch 0: |          | 11312/? [1:07:06<00:00,  2.81it/s]
Epoch 0: |          | 11312/? [1:07:06<00:00,  2.81it/s]
Epoch 0: |          | 11313/? [1:07:06<00:00,  2.81it/s]
Epoch 0: |          | 11313/? [1:07:06<00:00,  2.81it/s]
Epoch 0: |          | 11314/? [1:07:07<00:00,  2.81it/s]
Epoch 0: |          | 11314/? [1:07:07<00:00,  2.81it/s]
Epoch 0: |          | 11315/? [1:07:07<00:00,  2.81it/s]
Epoch 0: |          | 11315/? [1:07:07<00:00,  2.81it/s]
Epoch 0: |          | 11316/? [1:07:07<00:00,  2.81it/s]
Epoch 0: |          | 11316/? [1:07:07<00:00,  2.81it/s]
Epoch 0: |          | 11317/? [1:07:07<00:00,  2.81it/s]
Epoch 0: |          | 11317/? [1:07:07<00:00,  2.81it/s]
Epoch 0: |          | 11318/? [1:07:08<00:00,  2.81it/s]
Epoch 0: |          | 11318/? [1:07:08<00:00,  2.81it/s]
Epoch 0: |          | 11319/? [1:07:08<00:00,  2.81it/s]
Epoch 0: |          | 11319/? [1:07:08<00:00,  2.81it/s]
Epoch 0: |          | 11320/? [1:07:08<00:00,  2.81it/s]
Epoch 0: |          | 11320/? [1:07:08<00:00,  2.81it/s]
Epoch 0: |          | 11321/? [1:07:09<00:00,  2.81it/s]
Epoch 0: |          | 11321/? [1:07:09<00:00,  2.81it/s]
Epoch 0: |          | 11322/? [1:07:09<00:00,  2.81it/s]
Epoch 0: |          | 11322/? [1:07:09<00:00,  2.81it/s]
Epoch 0: |          | 11323/? [1:07:09<00:00,  2.81it/s]
Epoch 0: |          | 11323/? [1:07:09<00:00,  2.81it/s]
Epoch 0: |          | 11324/? [1:07:09<00:00,  2.81it/s]
Epoch 0: |          | 11324/? [1:07:09<00:00,  2.81it/s]
Epoch 0: |          | 11325/? [1:07:10<00:00,  2.81it/s]
Epoch 0: |          | 11325/? [1:07:10<00:00,  2.81it/s]
Epoch 0: |          | 11326/? [1:07:10<00:00,  2.81it/s]
Epoch 0: |          | 11326/? [1:07:10<00:00,  2.81it/s]
Epoch 0: |          | 11327/? [1:07:10<00:00,  2.81it/s]
Epoch 0: |          | 11327/? [1:07:10<00:00,  2.81it/s]
Epoch 0: |          | 11328/? [1:07:11<00:00,  2.81it/s]
Epoch 0: |          | 11328/? [1:07:11<00:00,  2.81it/s]
Epoch 0: |          | 11329/? [1:07:11<00:00,  2.81it/s]
Epoch 0: |          | 11329/? [1:07:11<00:00,  2.81it/s]
Epoch 0: |          | 11330/? [1:07:11<00:00,  2.81it/s]
Epoch 0: |          | 11330/? [1:07:11<00:00,  2.81it/s]
Epoch 0: |          | 11331/? [1:07:11<00:00,  2.81it/s]
Epoch 0: |          | 11331/? [1:07:11<00:00,  2.81it/s]
Epoch 0: |          | 11332/? [1:07:12<00:00,  2.81it/s]
Epoch 0: |          | 11332/? [1:07:12<00:00,  2.81it/s]
Epoch 0: |          | 11333/? [1:07:12<00:00,  2.81it/s]
Epoch 0: |          | 11333/? [1:07:12<00:00,  2.81it/s]
Epoch 0: |          | 11334/? [1:07:12<00:00,  2.81it/s]
Epoch 0: |          | 11334/? [1:07:12<00:00,  2.81it/s]
Epoch 0: |          | 11335/? [1:07:13<00:00,  2.81it/s]
Epoch 0: |          | 11335/? [1:07:13<00:00,  2.81it/s]
Epoch 0: |          | 11336/? [1:07:13<00:00,  2.81it/s]
Epoch 0: |          | 11336/? [1:07:13<00:00,  2.81it/s]
Epoch 0: |          | 11337/? [1:07:13<00:00,  2.81it/s]
Epoch 0: |          | 11337/? [1:07:13<00:00,  2.81it/s]
Epoch 0: |          | 11338/? [1:07:14<00:00,  2.81it/s]
Epoch 0: |          | 11338/? [1:07:14<00:00,  2.81it/s]
Epoch 0: |          | 11339/? [1:07:14<00:00,  2.81it/s]
Epoch 0: |          | 11339/? [1:07:14<00:00,  2.81it/s]
Epoch 0: |          | 11340/? [1:07:14<00:00,  2.81it/s]
Epoch 0: |          | 11340/? [1:07:14<00:00,  2.81it/s]
Epoch 0: |          | 11341/? [1:07:14<00:00,  2.81it/s]
Epoch 0: |          | 11341/? [1:07:14<00:00,  2.81it/s]
Epoch 0: |          | 11342/? [1:07:15<00:00,  2.81it/s]
Epoch 0: |          | 11342/? [1:07:15<00:00,  2.81it/s]
Epoch 0: |          | 11343/? [1:07:15<00:00,  2.81it/s]
Epoch 0: |          | 11343/? [1:07:15<00:00,  2.81it/s]
Epoch 0: |          | 11344/? [1:07:15<00:00,  2.81it/s]
Epoch 0: |          | 11344/? [1:07:15<00:00,  2.81it/s]
Epoch 0: |          | 11345/? [1:07:16<00:00,  2.81it/s]
Epoch 0: |          | 11345/? [1:07:16<00:00,  2.81it/s]
Epoch 0: |          | 11346/? [1:07:16<00:00,  2.81it/s]
Epoch 0: |          | 11346/? [1:07:16<00:00,  2.81it/s]
Epoch 0: |          | 11347/? [1:07:16<00:00,  2.81it/s]
Epoch 0: |          | 11347/? [1:07:16<00:00,  2.81it/s]
Epoch 0: |          | 11348/? [1:07:17<00:00,  2.81it/s]
Epoch 0: |          | 11348/? [1:07:17<00:00,  2.81it/s]
Epoch 0: |          | 11349/? [1:07:17<00:00,  2.81it/s]
Epoch 0: |          | 11349/? [1:07:17<00:00,  2.81it/s]
Epoch 0: |          | 11350/? [1:07:17<00:00,  2.81it/s]
Epoch 0: |          | 11350/? [1:07:17<00:00,  2.81it/s]
Epoch 0: |          | 11351/? [1:07:17<00:00,  2.81it/s]
Epoch 0: |          | 11351/? [1:07:17<00:00,  2.81it/s]
Epoch 0: |          | 11352/? [1:07:18<00:00,  2.81it/s]
Epoch 0: |          | 11352/? [1:07:18<00:00,  2.81it/s]
Epoch 0: |          | 11353/? [1:07:18<00:00,  2.81it/s]
Epoch 0: |          | 11353/? [1:07:18<00:00,  2.81it/s]
Epoch 0: |          | 11354/? [1:07:18<00:00,  2.81it/s]
Epoch 0: |          | 11354/? [1:07:18<00:00,  2.81it/s]
Epoch 0: |          | 11355/? [1:07:19<00:00,  2.81it/s]
Epoch 0: |          | 11355/? [1:07:19<00:00,  2.81it/s]
Epoch 0: |          | 11356/? [1:07:19<00:00,  2.81it/s]
Epoch 0: |          | 11356/? [1:07:19<00:00,  2.81it/s]
Epoch 0: |          | 11357/? [1:07:19<00:00,  2.81it/s]
Epoch 0: |          | 11357/? [1:07:19<00:00,  2.81it/s]
Epoch 0: |          | 11358/? [1:07:19<00:00,  2.81it/s]
Epoch 0: |          | 11358/? [1:07:19<00:00,  2.81it/s]
Epoch 0: |          | 11359/? [1:07:20<00:00,  2.81it/s]
Epoch 0: |          | 11359/? [1:07:20<00:00,  2.81it/s]
Epoch 0: |          | 11360/? [1:07:20<00:00,  2.81it/s]
Epoch 0: |          | 11360/? [1:07:20<00:00,  2.81it/s]
Epoch 0: |          | 11361/? [1:07:20<00:00,  2.81it/s]
Epoch 0: |          | 11361/? [1:07:20<00:00,  2.81it/s]
Epoch 0: |          | 11362/? [1:07:21<00:00,  2.81it/s]
Epoch 0: |          | 11362/? [1:07:21<00:00,  2.81it/s]
Epoch 0: |          | 11363/? [1:07:21<00:00,  2.81it/s]
Epoch 0: |          | 11363/? [1:07:21<00:00,  2.81it/s]
Epoch 0: |          | 11364/? [1:07:21<00:00,  2.81it/s]
Epoch 0: |          | 11364/? [1:07:21<00:00,  2.81it/s]
Epoch 0: |          | 11365/? [1:07:22<00:00,  2.81it/s]
Epoch 0: |          | 11365/? [1:07:22<00:00,  2.81it/s]
Epoch 0: |          | 11366/? [1:07:22<00:00,  2.81it/s]
Epoch 0: |          | 11366/? [1:07:22<00:00,  2.81it/s]
Epoch 0: |          | 11367/? [1:07:22<00:00,  2.81it/s]
Epoch 0: |          | 11367/? [1:07:22<00:00,  2.81it/s]
Epoch 0: |          | 11368/? [1:07:22<00:00,  2.81it/s]
Epoch 0: |          | 11368/? [1:07:22<00:00,  2.81it/s]
Epoch 0: |          | 11369/? [1:07:23<00:00,  2.81it/s]
Epoch 0: |          | 11369/? [1:07:23<00:00,  2.81it/s]
Epoch 0: |          | 11370/? [1:07:23<00:00,  2.81it/s]
Epoch 0: |          | 11370/? [1:07:23<00:00,  2.81it/s]
Epoch 0: |          | 11371/? [1:07:23<00:00,  2.81it/s]
Epoch 0: |          | 11371/? [1:07:23<00:00,  2.81it/s]
Epoch 0: |          | 11372/? [1:07:24<00:00,  2.81it/s]
Epoch 0: |          | 11372/? [1:07:24<00:00,  2.81it/s]
Epoch 0: |          | 11373/? [1:07:24<00:00,  2.81it/s]
Epoch 0: |          | 11373/? [1:07:24<00:00,  2.81it/s]
Epoch 0: |          | 11374/? [1:07:24<00:00,  2.81it/s]
Epoch 0: |          | 11374/? [1:07:24<00:00,  2.81it/s]
Epoch 0: |          | 11375/? [1:07:24<00:00,  2.81it/s]
Epoch 0: |          | 11375/? [1:07:24<00:00,  2.81it/s]
Epoch 0: |          | 11376/? [1:07:25<00:00,  2.81it/s]
Epoch 0: |          | 11376/? [1:07:25<00:00,  2.81it/s]
Epoch 0: |          | 11377/? [1:07:25<00:00,  2.81it/s]
Epoch 0: |          | 11377/? [1:07:25<00:00,  2.81it/s]
Epoch 0: |          | 11378/? [1:07:25<00:00,  2.81it/s]
Epoch 0: |          | 11378/? [1:07:25<00:00,  2.81it/s]
Epoch 0: |          | 11379/? [1:07:26<00:00,  2.81it/s]
Epoch 0: |          | 11379/? [1:07:26<00:00,  2.81it/s]
Epoch 0: |          | 11380/? [1:07:26<00:00,  2.81it/s]
Epoch 0: |          | 11380/? [1:07:26<00:00,  2.81it/s]
Epoch 0: |          | 11381/? [1:07:26<00:00,  2.81it/s]
Epoch 0: |          | 11381/? [1:07:26<00:00,  2.81it/s]
Epoch 0: |          | 11382/? [1:07:27<00:00,  2.81it/s]
Epoch 0: |          | 11382/? [1:07:27<00:00,  2.81it/s]
Epoch 0: |          | 11383/? [1:07:27<00:00,  2.81it/s]
Epoch 0: |          | 11383/? [1:07:27<00:00,  2.81it/s]
Epoch 0: |          | 11384/? [1:07:27<00:00,  2.81it/s]
Epoch 0: |          | 11384/? [1:07:27<00:00,  2.81it/s]
Epoch 0: |          | 11385/? [1:07:27<00:00,  2.81it/s]
Epoch 0: |          | 11385/? [1:07:27<00:00,  2.81it/s]
Epoch 0: |          | 11386/? [1:07:28<00:00,  2.81it/s]
Epoch 0: |          | 11386/? [1:07:28<00:00,  2.81it/s]
Epoch 0: |          | 11387/? [1:07:28<00:00,  2.81it/s]
Epoch 0: |          | 11387/? [1:07:28<00:00,  2.81it/s]
Epoch 0: |          | 11388/? [1:07:28<00:00,  2.81it/s]
Epoch 0: |          | 11388/? [1:07:28<00:00,  2.81it/s]
Epoch 0: |          | 11389/? [1:07:29<00:00,  2.81it/s]
Epoch 0: |          | 11389/? [1:07:29<00:00,  2.81it/s]
Epoch 0: |          | 11390/? [1:07:29<00:00,  2.81it/s]
Epoch 0: |          | 11390/? [1:07:29<00:00,  2.81it/s]
Epoch 0: |          | 11391/? [1:07:29<00:00,  2.81it/s]
Epoch 0: |          | 11391/? [1:07:29<00:00,  2.81it/s]
Epoch 0: |          | 11392/? [1:07:29<00:00,  2.81it/s]
Epoch 0: |          | 11392/? [1:07:29<00:00,  2.81it/s]
Epoch 0: |          | 11393/? [1:07:30<00:00,  2.81it/s]
Epoch 0: |          | 11393/? [1:07:30<00:00,  2.81it/s]
Epoch 0: |          | 11394/? [1:07:30<00:00,  2.81it/s]
Epoch 0: |          | 11394/? [1:07:30<00:00,  2.81it/s]
Epoch 0: |          | 11395/? [1:07:30<00:00,  2.81it/s]
Epoch 0: |          | 11395/? [1:07:30<00:00,  2.81it/s]
Epoch 0: |          | 11396/? [1:07:31<00:00,  2.81it/s]
Epoch 0: |          | 11396/? [1:07:31<00:00,  2.81it/s]
Epoch 0: |          | 11397/? [1:07:31<00:00,  2.81it/s]
Epoch 0: |          | 11397/? [1:07:31<00:00,  2.81it/s]
Epoch 0: |          | 11398/? [1:07:31<00:00,  2.81it/s]
Epoch 0: |          | 11398/? [1:07:31<00:00,  2.81it/s]
Epoch 0: |          | 11399/? [1:07:32<00:00,  2.81it/s]
Epoch 0: |          | 11399/? [1:07:32<00:00,  2.81it/s]
Epoch 0: |          | 11400/? [1:07:32<00:00,  2.81it/s]
Epoch 0: |          | 11400/? [1:07:32<00:00,  2.81it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.56it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.24it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.26it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.60it/s]

Epoch 0: |          | 11400/? [1:07:32<00:00,  2.81it/s]
Epoch 0: |          | 11401/? [1:07:32<00:00,  2.81it/s]
Epoch 0: |          | 11401/? [1:07:32<00:00,  2.81it/s]
Epoch 0: |          | 11402/? [1:07:33<00:00,  2.81it/s]
Epoch 0: |          | 11402/? [1:07:33<00:00,  2.81it/s]
Epoch 0: |          | 11403/? [1:07:33<00:00,  2.81it/s]
Epoch 0: |          | 11403/? [1:07:33<00:00,  2.81it/s]
Epoch 0: |          | 11404/? [1:07:33<00:00,  2.81it/s]
Epoch 0: |          | 11404/? [1:07:33<00:00,  2.81it/s]
Epoch 0: |          | 11405/? [1:07:34<00:00,  2.81it/s]
Epoch 0: |          | 11405/? [1:07:34<00:00,  2.81it/s]
Epoch 0: |          | 11406/? [1:07:34<00:00,  2.81it/s]
Epoch 0: |          | 11406/? [1:07:34<00:00,  2.81it/s]
Epoch 0: |          | 11407/? [1:07:34<00:00,  2.81it/s]
Epoch 0: |          | 11407/? [1:07:34<00:00,  2.81it/s]
Epoch 0: |          | 11408/? [1:07:34<00:00,  2.81it/s]
Epoch 0: |          | 11408/? [1:07:34<00:00,  2.81it/s]
Epoch 0: |          | 11409/? [1:07:35<00:00,  2.81it/s]
Epoch 0: |          | 11409/? [1:07:35<00:00,  2.81it/s]
Epoch 0: |          | 11410/? [1:07:35<00:00,  2.81it/s]
Epoch 0: |          | 11410/? [1:07:35<00:00,  2.81it/s]
Epoch 0: |          | 11411/? [1:07:35<00:00,  2.81it/s]
Epoch 0: |          | 11411/? [1:07:35<00:00,  2.81it/s]
Epoch 0: |          | 11412/? [1:07:36<00:00,  2.81it/s]
Epoch 0: |          | 11412/? [1:07:36<00:00,  2.81it/s]
Epoch 0: |          | 11413/? [1:07:36<00:00,  2.81it/s]
Epoch 0: |          | 11413/? [1:07:36<00:00,  2.81it/s]
Epoch 0: |          | 11414/? [1:07:36<00:00,  2.81it/s]
Epoch 0: |          | 11414/? [1:07:36<00:00,  2.81it/s]
Epoch 0: |          | 11415/? [1:07:37<00:00,  2.81it/s]
Epoch 0: |          | 11415/? [1:07:37<00:00,  2.81it/s]
Epoch 0: |          | 11416/? [1:07:37<00:00,  2.81it/s]
Epoch 0: |          | 11416/? [1:07:37<00:00,  2.81it/s]
Epoch 0: |          | 11417/? [1:07:37<00:00,  2.81it/s]
Epoch 0: |          | 11417/? [1:07:37<00:00,  2.81it/s]
Epoch 0: |          | 11418/? [1:07:37<00:00,  2.81it/s]
Epoch 0: |          | 11418/? [1:07:37<00:00,  2.81it/s]
Epoch 0: |          | 11419/? [1:07:38<00:00,  2.81it/s]
Epoch 0: |          | 11419/? [1:07:38<00:00,  2.81it/s]
Epoch 0: |          | 11420/? [1:07:38<00:00,  2.81it/s]
Epoch 0: |          | 11420/? [1:07:38<00:00,  2.81it/s]
Epoch 0: |          | 11421/? [1:07:38<00:00,  2.81it/s]
Epoch 0: |          | 11421/? [1:07:38<00:00,  2.81it/s]
Epoch 0: |          | 11422/? [1:07:39<00:00,  2.81it/s]
Epoch 0: |          | 11422/? [1:07:39<00:00,  2.81it/s]
Epoch 0: |          | 11423/? [1:07:39<00:00,  2.81it/s]
Epoch 0: |          | 11423/? [1:07:39<00:00,  2.81it/s]
Epoch 0: |          | 11424/? [1:07:39<00:00,  2.81it/s]
Epoch 0: |          | 11424/? [1:07:39<00:00,  2.81it/s]
Epoch 0: |          | 11425/? [1:07:39<00:00,  2.81it/s]
Epoch 0: |          | 11425/? [1:07:39<00:00,  2.81it/s]
Epoch 0: |          | 11426/? [1:07:40<00:00,  2.81it/s]
Epoch 0: |          | 11426/? [1:07:40<00:00,  2.81it/s]
Epoch 0: |          | 11427/? [1:07:40<00:00,  2.81it/s]
Epoch 0: |          | 11427/? [1:07:40<00:00,  2.81it/s]
Epoch 0: |          | 11428/? [1:07:40<00:00,  2.81it/s]
Epoch 0: |          | 11428/? [1:07:40<00:00,  2.81it/s]
Epoch 0: |          | 11429/? [1:07:41<00:00,  2.81it/s]
Epoch 0: |          | 11429/? [1:07:41<00:00,  2.81it/s]
Epoch 0: |          | 11430/? [1:07:41<00:00,  2.81it/s]
Epoch 0: |          | 11430/? [1:07:41<00:00,  2.81it/s]
Epoch 0: |          | 11431/? [1:07:41<00:00,  2.81it/s]
Epoch 0: |          | 11431/? [1:07:41<00:00,  2.81it/s]
Epoch 0: |          | 11432/? [1:07:42<00:00,  2.81it/s]
Epoch 0: |          | 11432/? [1:07:42<00:00,  2.81it/s]
Epoch 0: |          | 11433/? [1:07:42<00:00,  2.81it/s]
Epoch 0: |          | 11433/? [1:07:42<00:00,  2.81it/s]
Epoch 0: |          | 11434/? [1:07:42<00:00,  2.81it/s]
Epoch 0: |          | 11434/? [1:07:42<00:00,  2.81it/s]
Epoch 0: |          | 11435/? [1:07:42<00:00,  2.81it/s]
Epoch 0: |          | 11435/? [1:07:42<00:00,  2.81it/s]
Epoch 0: |          | 11436/? [1:07:43<00:00,  2.81it/s]
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Epoch 0: |          | 11462/? [1:07:50<00:00,  2.82it/s]
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Epoch 0: |          | 11463/? [1:07:51<00:00,  2.82it/s]
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Epoch 0: |          | 11464/? [1:07:51<00:00,  2.82it/s]
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Epoch 0: |          | 11465/? [1:07:51<00:00,  2.82it/s]
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Epoch 0: |          | 11466/? [1:07:52<00:00,  2.82it/s]
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Epoch 0: |          | 11467/? [1:07:52<00:00,  2.82it/s]
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Epoch 0: |          | 11468/? [1:07:52<00:00,  2.82it/s]
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Epoch 0: |          | 11469/? [1:07:52<00:00,  2.82it/s]
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Epoch 0: |          | 11470/? [1:07:53<00:00,  2.82it/s]
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Epoch 0: |          | 11471/? [1:07:53<00:00,  2.82it/s]
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Epoch 0: |          | 11472/? [1:07:53<00:00,  2.82it/s]
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Epoch 0: |          | 11474/? [1:07:54<00:00,  2.82it/s]
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Epoch 0: |          | 11476/? [1:07:54<00:00,  2.82it/s]
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Epoch 0: |          | 11478/? [1:07:55<00:00,  2.82it/s]
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Epoch 0: |          | 11479/? [1:07:55<00:00,  2.82it/s]
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Epoch 0: |          | 11480/? [1:07:56<00:00,  2.82it/s]
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Epoch 0: |          | 11481/? [1:07:56<00:00,  2.82it/s]
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Epoch 0: |          | 11482/? [1:07:56<00:00,  2.82it/s]
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Epoch 0: |          | 11483/? [1:07:57<00:00,  2.82it/s]
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Epoch 0: |          | 11484/? [1:07:57<00:00,  2.82it/s]
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Epoch 0: |          | 11485/? [1:07:57<00:00,  2.82it/s]
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Epoch 0: |          | 11486/? [1:07:57<00:00,  2.82it/s]
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Epoch 0: |          | 11487/? [1:07:58<00:00,  2.82it/s]
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Epoch 0: |          | 11488/? [1:07:58<00:00,  2.82it/s]
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Epoch 0: |          | 11489/? [1:07:58<00:00,  2.82it/s]
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Epoch 0: |          | 11490/? [1:07:59<00:00,  2.82it/s]
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Epoch 0: |          | 11491/? [1:07:59<00:00,  2.82it/s]
Epoch 0: |          | 11491/? [1:07:59<00:00,  2.82it/s]
Epoch 0: |          | 11492/? [1:07:59<00:00,  2.82it/s]
Epoch 0: |          | 11492/? [1:07:59<00:00,  2.82it/s]
Epoch 0: |          | 11493/? [1:07:59<00:00,  2.82it/s]
Epoch 0: |          | 11493/? [1:07:59<00:00,  2.82it/s]
Epoch 0: |          | 11494/? [1:08:00<00:00,  2.82it/s]
Epoch 0: |          | 11494/? [1:08:00<00:00,  2.82it/s]
Epoch 0: |          | 11495/? [1:08:00<00:00,  2.82it/s]
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Epoch 0: |          | 11496/? [1:08:00<00:00,  2.82it/s]
Epoch 0: |          | 11496/? [1:08:00<00:00,  2.82it/s]
Epoch 0: |          | 11497/? [1:08:01<00:00,  2.82it/s]
Epoch 0: |          | 11497/? [1:08:01<00:00,  2.82it/s]
Epoch 0: |          | 11498/? [1:08:01<00:00,  2.82it/s]
Epoch 0: |          | 11498/? [1:08:01<00:00,  2.82it/s]
Epoch 0: |          | 11499/? [1:08:01<00:00,  2.82it/s]
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Epoch 0: |          | 11500/? [1:08:02<00:00,  2.82it/s]
Epoch 0: |          | 11500/? [1:08:02<00:00,  2.82it/s]
Epoch 0: |          | 11501/? [1:08:02<00:00,  2.82it/s]
Epoch 0: |          | 11501/? [1:08:02<00:00,  2.82it/s]
Epoch 0: |          | 11502/? [1:08:02<00:00,  2.82it/s]
Epoch 0: |          | 11502/? [1:08:02<00:00,  2.82it/s]
Epoch 0: |          | 11503/? [1:08:02<00:00,  2.82it/s]
Epoch 0: |          | 11503/? [1:08:02<00:00,  2.82it/s]
Epoch 0: |          | 11504/? [1:08:03<00:00,  2.82it/s]
Epoch 0: |          | 11504/? [1:08:03<00:00,  2.82it/s]
Epoch 0: |          | 11505/? [1:08:03<00:00,  2.82it/s]
Epoch 0: |          | 11505/? [1:08:03<00:00,  2.82it/s]
Epoch 0: |          | 11506/? [1:08:03<00:00,  2.82it/s]
Epoch 0: |          | 11506/? [1:08:03<00:00,  2.82it/s]
Epoch 0: |          | 11507/? [1:08:04<00:00,  2.82it/s]
Epoch 0: |          | 11507/? [1:08:04<00:00,  2.82it/s]
Epoch 0: |          | 11508/? [1:08:04<00:00,  2.82it/s]
Epoch 0: |          | 11508/? [1:08:04<00:00,  2.82it/s]
Epoch 0: |          | 11509/? [1:08:04<00:00,  2.82it/s]
Epoch 0: |          | 11509/? [1:08:04<00:00,  2.82it/s]
Epoch 0: |          | 11510/? [1:08:04<00:00,  2.82it/s]
Epoch 0: |          | 11510/? [1:08:04<00:00,  2.82it/s]
Epoch 0: |          | 11511/? [1:08:05<00:00,  2.82it/s]
Epoch 0: |          | 11511/? [1:08:05<00:00,  2.82it/s]
Epoch 0: |          | 11512/? [1:08:05<00:00,  2.82it/s]
Epoch 0: |          | 11512/? [1:08:05<00:00,  2.82it/s]
Epoch 0: |          | 11513/? [1:08:05<00:00,  2.82it/s]
Epoch 0: |          | 11513/? [1:08:05<00:00,  2.82it/s]
Epoch 0: |          | 11514/? [1:08:06<00:00,  2.82it/s]
Epoch 0: |          | 11514/? [1:08:06<00:00,  2.82it/s]
Epoch 0: |          | 11515/? [1:08:06<00:00,  2.82it/s]
Epoch 0: |          | 11515/? [1:08:06<00:00,  2.82it/s]
Epoch 0: |          | 11516/? [1:08:06<00:00,  2.82it/s]
Epoch 0: |          | 11516/? [1:08:06<00:00,  2.82it/s]
Epoch 0: |          | 11517/? [1:08:07<00:00,  2.82it/s]
Epoch 0: |          | 11517/? [1:08:07<00:00,  2.82it/s]
Epoch 0: |          | 11518/? [1:08:07<00:00,  2.82it/s]
Epoch 0: |          | 11518/? [1:08:07<00:00,  2.82it/s]
Epoch 0: |          | 11519/? [1:08:07<00:00,  2.82it/s]
Epoch 0: |          | 11519/? [1:08:07<00:00,  2.82it/s]
Epoch 0: |          | 11520/? [1:08:07<00:00,  2.82it/s]
Epoch 0: |          | 11520/? [1:08:07<00:00,  2.82it/s]
Epoch 0: |          | 11521/? [1:08:08<00:00,  2.82it/s]
Epoch 0: |          | 11521/? [1:08:08<00:00,  2.82it/s]
Epoch 0: |          | 11522/? [1:08:08<00:00,  2.82it/s]
Epoch 0: |          | 11522/? [1:08:08<00:00,  2.82it/s]
Epoch 0: |          | 11523/? [1:08:08<00:00,  2.82it/s]
Epoch 0: |          | 11523/? [1:08:08<00:00,  2.82it/s]
Epoch 0: |          | 11524/? [1:08:09<00:00,  2.82it/s]
Epoch 0: |          | 11524/? [1:08:09<00:00,  2.82it/s]
Epoch 0: |          | 11525/? [1:08:09<00:00,  2.82it/s]
Epoch 0: |          | 11525/? [1:08:09<00:00,  2.82it/s]
Epoch 0: |          | 11526/? [1:08:09<00:00,  2.82it/s]
Epoch 0: |          | 11526/? [1:08:09<00:00,  2.82it/s]
Epoch 0: |          | 11527/? [1:08:10<00:00,  2.82it/s]
Epoch 0: |          | 11527/? [1:08:10<00:00,  2.82it/s]
Epoch 0: |          | 11528/? [1:08:10<00:00,  2.82it/s]
Epoch 0: |          | 11528/? [1:08:10<00:00,  2.82it/s]
Epoch 0: |          | 11529/? [1:08:10<00:00,  2.82it/s]
Epoch 0: |          | 11529/? [1:08:10<00:00,  2.82it/s]
Epoch 0: |          | 11530/? [1:08:11<00:00,  2.82it/s]
Epoch 0: |          | 11530/? [1:08:11<00:00,  2.82it/s]
Epoch 0: |          | 11531/? [1:08:11<00:00,  2.82it/s]
Epoch 0: |          | 11531/? [1:08:11<00:00,  2.82it/s]
Epoch 0: |          | 11532/? [1:08:11<00:00,  2.82it/s]
Epoch 0: |          | 11532/? [1:08:11<00:00,  2.82it/s]
Epoch 0: |          | 11533/? [1:08:11<00:00,  2.82it/s]
Epoch 0: |          | 11533/? [1:08:11<00:00,  2.82it/s]
Epoch 0: |          | 11534/? [1:08:12<00:00,  2.82it/s]
Epoch 0: |          | 11534/? [1:08:12<00:00,  2.82it/s]
Epoch 0: |          | 11535/? [1:08:12<00:00,  2.82it/s]
Epoch 0: |          | 11535/? [1:08:12<00:00,  2.82it/s]
Epoch 0: |          | 11536/? [1:08:12<00:00,  2.82it/s]
Epoch 0: |          | 11536/? [1:08:12<00:00,  2.82it/s]
Epoch 0: |          | 11537/? [1:08:13<00:00,  2.82it/s]
Epoch 0: |          | 11537/? [1:08:13<00:00,  2.82it/s]
Epoch 0: |          | 11538/? [1:08:13<00:00,  2.82it/s]
Epoch 0: |          | 11538/? [1:08:13<00:00,  2.82it/s]
Epoch 0: |          | 11539/? [1:08:13<00:00,  2.82it/s]
Epoch 0: |          | 11539/? [1:08:13<00:00,  2.82it/s]
Epoch 0: |          | 11540/? [1:08:13<00:00,  2.82it/s]
Epoch 0: |          | 11540/? [1:08:13<00:00,  2.82it/s]
Epoch 0: |          | 11541/? [1:08:14<00:00,  2.82it/s]
Epoch 0: |          | 11541/? [1:08:14<00:00,  2.82it/s]
Epoch 0: |          | 11542/? [1:08:14<00:00,  2.82it/s]
Epoch 0: |          | 11542/? [1:08:14<00:00,  2.82it/s]
Epoch 0: |          | 11543/? [1:08:14<00:00,  2.82it/s]
Epoch 0: |          | 11543/? [1:08:14<00:00,  2.82it/s]
Epoch 0: |          | 11544/? [1:08:15<00:00,  2.82it/s]
Epoch 0: |          | 11544/? [1:08:15<00:00,  2.82it/s]
Epoch 0: |          | 11545/? [1:08:15<00:00,  2.82it/s]
Epoch 0: |          | 11545/? [1:08:15<00:00,  2.82it/s]
Epoch 0: |          | 11546/? [1:08:15<00:00,  2.82it/s]
Epoch 0: |          | 11546/? [1:08:15<00:00,  2.82it/s]
Epoch 0: |          | 11547/? [1:08:15<00:00,  2.82it/s]
Epoch 0: |          | 11547/? [1:08:15<00:00,  2.82it/s]
Epoch 0: |          | 11548/? [1:08:16<00:00,  2.82it/s]
Epoch 0: |          | 11548/? [1:08:16<00:00,  2.82it/s]
Epoch 0: |          | 11549/? [1:08:16<00:00,  2.82it/s]
Epoch 0: |          | 11549/? [1:08:16<00:00,  2.82it/s]
Epoch 0: |          | 11550/? [1:08:16<00:00,  2.82it/s]
Epoch 0: |          | 11550/? [1:08:16<00:00,  2.82it/s]
Epoch 0: |          | 11551/? [1:08:17<00:00,  2.82it/s]
Epoch 0: |          | 11551/? [1:08:17<00:00,  2.82it/s]
Epoch 0: |          | 11552/? [1:08:17<00:00,  2.82it/s]
Epoch 0: |          | 11552/? [1:08:17<00:00,  2.82it/s]
Epoch 0: |          | 11553/? [1:08:17<00:00,  2.82it/s]
Epoch 0: |          | 11553/? [1:08:17<00:00,  2.82it/s]
Epoch 0: |          | 11554/? [1:08:17<00:00,  2.82it/s]
Epoch 0: |          | 11554/? [1:08:17<00:00,  2.82it/s]
Epoch 0: |          | 11555/? [1:08:18<00:00,  2.82it/s]
Epoch 0: |          | 11555/? [1:08:18<00:00,  2.82it/s]
Epoch 0: |          | 11556/? [1:08:18<00:00,  2.82it/s]
Epoch 0: |          | 11556/? [1:08:18<00:00,  2.82it/s]
Epoch 0: |          | 11557/? [1:08:18<00:00,  2.82it/s]
Epoch 0: |          | 11557/? [1:08:18<00:00,  2.82it/s]
Epoch 0: |          | 11558/? [1:08:19<00:00,  2.82it/s]
Epoch 0: |          | 11558/? [1:08:19<00:00,  2.82it/s]
Epoch 0: |          | 11559/? [1:08:19<00:00,  2.82it/s]
Epoch 0: |          | 11559/? [1:08:19<00:00,  2.82it/s]
Epoch 0: |          | 11560/? [1:08:19<00:00,  2.82it/s]
Epoch 0: |          | 11560/? [1:08:19<00:00,  2.82it/s]
Epoch 0: |          | 11561/? [1:08:19<00:00,  2.82it/s]
Epoch 0: |          | 11561/? [1:08:19<00:00,  2.82it/s]
Epoch 0: |          | 11562/? [1:08:20<00:00,  2.82it/s]
Epoch 0: |          | 11562/? [1:08:20<00:00,  2.82it/s]
Epoch 0: |          | 11563/? [1:08:20<00:00,  2.82it/s]
Epoch 0: |          | 11563/? [1:08:20<00:00,  2.82it/s]
Epoch 0: |          | 11564/? [1:08:20<00:00,  2.82it/s]
Epoch 0: |          | 11564/? [1:08:20<00:00,  2.82it/s]
Epoch 0: |          | 11565/? [1:08:21<00:00,  2.82it/s]
Epoch 0: |          | 11565/? [1:08:21<00:00,  2.82it/s]
Epoch 0: |          | 11566/? [1:08:21<00:00,  2.82it/s]
Epoch 0: |          | 11566/? [1:08:21<00:00,  2.82it/s]
Epoch 0: |          | 11567/? [1:08:21<00:00,  2.82it/s]
Epoch 0: |          | 11567/? [1:08:21<00:00,  2.82it/s]
Epoch 0: |          | 11568/? [1:08:21<00:00,  2.82it/s]
Epoch 0: |          | 11568/? [1:08:21<00:00,  2.82it/s]
Epoch 0: |          | 11569/? [1:08:22<00:00,  2.82it/s]
Epoch 0: |          | 11569/? [1:08:22<00:00,  2.82it/s]
Epoch 0: |          | 11570/? [1:08:22<00:00,  2.82it/s]
Epoch 0: |          | 11570/? [1:08:22<00:00,  2.82it/s]
Epoch 0: |          | 11571/? [1:08:22<00:00,  2.82it/s]
Epoch 0: |          | 11571/? [1:08:22<00:00,  2.82it/s]
Epoch 0: |          | 11572/? [1:08:23<00:00,  2.82it/s]
Epoch 0: |          | 11572/? [1:08:23<00:00,  2.82it/s]
Epoch 0: |          | 11573/? [1:08:23<00:00,  2.82it/s]
Epoch 0: |          | 11573/? [1:08:23<00:00,  2.82it/s]
Epoch 0: |          | 11574/? [1:08:23<00:00,  2.82it/s]
Epoch 0: |          | 11574/? [1:08:23<00:00,  2.82it/s]
Epoch 0: |          | 11575/? [1:08:24<00:00,  2.82it/s]
Epoch 0: |          | 11575/? [1:08:24<00:00,  2.82it/s]
Epoch 0: |          | 11576/? [1:08:24<00:00,  2.82it/s]
Epoch 0: |          | 11576/? [1:08:24<00:00,  2.82it/s]
Epoch 0: |          | 11577/? [1:08:24<00:00,  2.82it/s]
Epoch 0: |          | 11577/? [1:08:24<00:00,  2.82it/s]
Epoch 0: |          | 11578/? [1:08:24<00:00,  2.82it/s]
Epoch 0: |          | 11578/? [1:08:24<00:00,  2.82it/s]
Epoch 0: |          | 11579/? [1:08:25<00:00,  2.82it/s]
Epoch 0: |          | 11579/? [1:08:25<00:00,  2.82it/s]
Epoch 0: |          | 11580/? [1:08:25<00:00,  2.82it/s]
Epoch 0: |          | 11580/? [1:08:25<00:00,  2.82it/s]
Epoch 0: |          | 11581/? [1:08:25<00:00,  2.82it/s]
Epoch 0: |          | 11581/? [1:08:25<00:00,  2.82it/s]
Epoch 0: |          | 11582/? [1:08:26<00:00,  2.82it/s]
Epoch 0: |          | 11582/? [1:08:26<00:00,  2.82it/s]
Epoch 0: |          | 11583/? [1:08:26<00:00,  2.82it/s]
Epoch 0: |          | 11583/? [1:08:26<00:00,  2.82it/s]
Epoch 0: |          | 11584/? [1:08:26<00:00,  2.82it/s]
Epoch 0: |          | 11584/? [1:08:26<00:00,  2.82it/s]
Epoch 0: |          | 11585/? [1:08:26<00:00,  2.82it/s]
Epoch 0: |          | 11585/? [1:08:26<00:00,  2.82it/s]
Epoch 0: |          | 11586/? [1:08:27<00:00,  2.82it/s]
Epoch 0: |          | 11586/? [1:08:27<00:00,  2.82it/s]
Epoch 0: |          | 11587/? [1:08:27<00:00,  2.82it/s]
Epoch 0: |          | 11587/? [1:08:27<00:00,  2.82it/s]
Epoch 0: |          | 11588/? [1:08:27<00:00,  2.82it/s]
Epoch 0: |          | 11588/? [1:08:27<00:00,  2.82it/s]
Epoch 0: |          | 11589/? [1:08:28<00:00,  2.82it/s]
Epoch 0: |          | 11589/? [1:08:28<00:00,  2.82it/s]
Epoch 0: |          | 11590/? [1:08:28<00:00,  2.82it/s]
Epoch 0: |          | 11590/? [1:08:28<00:00,  2.82it/s]
Epoch 0: |          | 11591/? [1:08:28<00:00,  2.82it/s]
Epoch 0: |          | 11591/? [1:08:28<00:00,  2.82it/s]
Epoch 0: |          | 11592/? [1:08:28<00:00,  2.82it/s]
Epoch 0: |          | 11592/? [1:08:28<00:00,  2.82it/s]
Epoch 0: |          | 11593/? [1:08:29<00:00,  2.82it/s]
Epoch 0: |          | 11593/? [1:08:29<00:00,  2.82it/s]
Epoch 0: |          | 11594/? [1:08:29<00:00,  2.82it/s]
Epoch 0: |          | 11594/? [1:08:29<00:00,  2.82it/s]
Epoch 0: |          | 11595/? [1:08:29<00:00,  2.82it/s]
Epoch 0: |          | 11595/? [1:08:29<00:00,  2.82it/s]
Epoch 0: |          | 11596/? [1:08:30<00:00,  2.82it/s]
Epoch 0: |          | 11596/? [1:08:30<00:00,  2.82it/s]
Epoch 0: |          | 11597/? [1:08:30<00:00,  2.82it/s]
Epoch 0: |          | 11597/? [1:08:30<00:00,  2.82it/s]
Epoch 0: |          | 11598/? [1:08:30<00:00,  2.82it/s]
Epoch 0: |          | 11598/? [1:08:30<00:00,  2.82it/s]
Epoch 0: |          | 11599/? [1:08:30<00:00,  2.82it/s]
Epoch 0: |          | 11599/? [1:08:30<00:00,  2.82it/s]
Epoch 0: |          | 11600/? [1:08:31<00:00,  2.82it/s]
Epoch 0: |          | 11600/? [1:08:31<00:00,  2.82it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.85it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 16.72it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 16.41it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 16.60it/s]

Epoch 0: |          | 11600/? [1:08:31<00:00,  2.82it/s]
Epoch 0: |          | 11601/? [1:08:31<00:00,  2.82it/s]
Epoch 0: |          | 11601/? [1:08:31<00:00,  2.82it/s]
Epoch 0: |          | 11602/? [1:08:32<00:00,  2.82it/s]
Epoch 0: |          | 11602/? [1:08:32<00:00,  2.82it/s]
Epoch 0: |          | 11603/? [1:08:32<00:00,  2.82it/s]
Epoch 0: |          | 11603/? [1:08:32<00:00,  2.82it/s]
Epoch 0: |          | 11604/? [1:08:32<00:00,  2.82it/s]
Epoch 0: |          | 11604/? [1:08:32<00:00,  2.82it/s]
Epoch 0: |          | 11605/? [1:08:33<00:00,  2.82it/s]
Epoch 0: |          | 11605/? [1:08:33<00:00,  2.82it/s]
Epoch 0: |          | 11606/? [1:08:33<00:00,  2.82it/s]
Epoch 0: |          | 11606/? [1:08:33<00:00,  2.82it/s]
Epoch 0: |          | 11607/? [1:08:33<00:00,  2.82it/s]
Epoch 0: |          | 11607/? [1:08:33<00:00,  2.82it/s]
Epoch 0: |          | 11608/? [1:08:33<00:00,  2.82it/s]
Epoch 0: |          | 11608/? [1:08:33<00:00,  2.82it/s]
Epoch 0: |          | 11609/? [1:08:34<00:00,  2.82it/s]
Epoch 0: |          | 11609/? [1:08:34<00:00,  2.82it/s]
Epoch 0: |          | 11610/? [1:08:34<00:00,  2.82it/s]
Epoch 0: |          | 11610/? [1:08:34<00:00,  2.82it/s]
Epoch 0: |          | 11611/? [1:08:34<00:00,  2.82it/s]
Epoch 0: |          | 11611/? [1:08:34<00:00,  2.82it/s]
Epoch 0: |          | 11612/? [1:08:35<00:00,  2.82it/s]
Epoch 0: |          | 11612/? [1:08:35<00:00,  2.82it/s]
Epoch 0: |          | 11613/? [1:08:35<00:00,  2.82it/s]
Epoch 0: |          | 11613/? [1:08:35<00:00,  2.82it/s]
Epoch 0: |          | 11614/? [1:08:35<00:00,  2.82it/s]
Epoch 0: |          | 11614/? [1:08:35<00:00,  2.82it/s]
Epoch 0: |          | 11615/? [1:08:35<00:00,  2.82it/s]
Epoch 0: |          | 11615/? [1:08:35<00:00,  2.82it/s]
Epoch 0: |          | 11616/? [1:08:36<00:00,  2.82it/s]
Epoch 0: |          | 11616/? [1:08:36<00:00,  2.82it/s]
Epoch 0: |          | 11617/? [1:08:36<00:00,  2.82it/s]
Epoch 0: |          | 11617/? [1:08:36<00:00,  2.82it/s]
Epoch 0: |          | 11618/? [1:08:36<00:00,  2.82it/s]
Epoch 0: |          | 11618/? [1:08:36<00:00,  2.82it/s]
Epoch 0: |          | 11619/? [1:08:37<00:00,  2.82it/s]
Epoch 0: |          | 11619/? [1:08:37<00:00,  2.82it/s]
Epoch 0: |          | 11620/? [1:08:37<00:00,  2.82it/s]
Epoch 0: |          | 11620/? [1:08:37<00:00,  2.82it/s]
Epoch 0: |          | 11621/? [1:08:37<00:00,  2.82it/s]
Epoch 0: |          | 11621/? [1:08:37<00:00,  2.82it/s]
Epoch 0: |          | 11622/? [1:08:37<00:00,  2.82it/s]
Epoch 0: |          | 11622/? [1:08:37<00:00,  2.82it/s]
Epoch 0: |          | 11623/? [1:08:38<00:00,  2.82it/s]
Epoch 0: |          | 11623/? [1:08:38<00:00,  2.82it/s]
Epoch 0: |          | 11624/? [1:08:38<00:00,  2.82it/s]
Epoch 0: |          | 11624/? [1:08:38<00:00,  2.82it/s]
Epoch 0: |          | 11625/? [1:08:38<00:00,  2.82it/s]
Epoch 0: |          | 11625/? [1:08:38<00:00,  2.82it/s]
Epoch 0: |          | 11626/? [1:08:39<00:00,  2.82it/s]
Epoch 0: |          | 11626/? [1:08:39<00:00,  2.82it/s]
Epoch 0: |          | 11627/? [1:08:39<00:00,  2.82it/s]
Epoch 0: |          | 11627/? [1:08:39<00:00,  2.82it/s]
Epoch 0: |          | 11628/? [1:08:39<00:00,  2.82it/s]
Epoch 0: |          | 11628/? [1:08:39<00:00,  2.82it/s]
Epoch 0: |          | 11629/? [1:08:40<00:00,  2.82it/s]
Epoch 0: |          | 11629/? [1:08:40<00:00,  2.82it/s]
Epoch 0: |          | 11630/? [1:08:40<00:00,  2.82it/s]
Epoch 0: |          | 11630/? [1:08:40<00:00,  2.82it/s]
Epoch 0: |          | 11631/? [1:08:40<00:00,  2.82it/s]
Epoch 0: |          | 11631/? [1:08:40<00:00,  2.82it/s]
Epoch 0: |          | 11632/? [1:08:40<00:00,  2.82it/s]
Epoch 0: |          | 11632/? [1:08:40<00:00,  2.82it/s]
Epoch 0: |          | 11633/? [1:08:41<00:00,  2.82it/s]
Epoch 0: |          | 11633/? [1:08:41<00:00,  2.82it/s]
Epoch 0: |          | 11634/? [1:08:41<00:00,  2.82it/s]
Epoch 0: |          | 11634/? [1:08:41<00:00,  2.82it/s]
Epoch 0: |          | 11635/? [1:08:41<00:00,  2.82it/s]
Epoch 0: |          | 11635/? [1:08:41<00:00,  2.82it/s]
Epoch 0: |          | 11636/? [1:08:42<00:00,  2.82it/s]
Epoch 0: |          | 11636/? [1:08:42<00:00,  2.82it/s]
Epoch 0: |          | 11637/? [1:08:42<00:00,  2.82it/s]
Epoch 0: |          | 11637/? [1:08:42<00:00,  2.82it/s]
Epoch 0: |          | 11638/? [1:08:42<00:00,  2.82it/s]
Epoch 0: |          | 11638/? [1:08:42<00:00,  2.82it/s]
Epoch 0: |          | 11639/? [1:08:42<00:00,  2.82it/s]
Epoch 0: |          | 11639/? [1:08:42<00:00,  2.82it/s]
Epoch 0: |          | 11640/? [1:08:43<00:00,  2.82it/s]
Epoch 0: |          | 11640/? [1:08:43<00:00,  2.82it/s]
Epoch 0: |          | 11641/? [1:08:43<00:00,  2.82it/s]
Epoch 0: |          | 11641/? [1:08:43<00:00,  2.82it/s]
Epoch 0: |          | 11642/? [1:08:43<00:00,  2.82it/s]
Epoch 0: |          | 11642/? [1:08:43<00:00,  2.82it/s]
Epoch 0: |          | 11643/? [1:08:44<00:00,  2.82it/s]
Epoch 0: |          | 11643/? [1:08:44<00:00,  2.82it/s]
Epoch 0: |          | 11644/? [1:08:44<00:00,  2.82it/s]
Epoch 0: |          | 11644/? [1:08:44<00:00,  2.82it/s]
Epoch 0: |          | 11645/? [1:08:44<00:00,  2.82it/s]
Epoch 0: |          | 11645/? [1:08:44<00:00,  2.82it/s]
Epoch 0: |          | 11646/? [1:08:44<00:00,  2.82it/s]
Epoch 0: |          | 11646/? [1:08:44<00:00,  2.82it/s]
Epoch 0: |          | 11647/? [1:08:45<00:00,  2.82it/s]
Epoch 0: |          | 11647/? [1:08:45<00:00,  2.82it/s]
Epoch 0: |          | 11648/? [1:08:45<00:00,  2.82it/s]
Epoch 0: |          | 11648/? [1:08:45<00:00,  2.82it/s]
Epoch 0: |          | 11649/? [1:08:45<00:00,  2.82it/s]
Epoch 0: |          | 11649/? [1:08:45<00:00,  2.82it/s]
Epoch 0: |          | 11650/? [1:08:46<00:00,  2.82it/s]
Epoch 0: |          | 11650/? [1:08:46<00:00,  2.82it/s]
Epoch 0: |          | 11651/? [1:08:46<00:00,  2.82it/s]
Epoch 0: |          | 11651/? [1:08:46<00:00,  2.82it/s]
Epoch 0: |          | 11652/? [1:08:46<00:00,  2.82it/s]
Epoch 0: |          | 11652/? [1:08:46<00:00,  2.82it/s]
Epoch 0: |          | 11653/? [1:08:47<00:00,  2.82it/s]
Epoch 0: |          | 11653/? [1:08:47<00:00,  2.82it/s]
Epoch 0: |          | 11654/? [1:08:47<00:00,  2.82it/s]
Epoch 0: |          | 11654/? [1:08:47<00:00,  2.82it/s]
Epoch 0: |          | 11655/? [1:08:47<00:00,  2.82it/s]
Epoch 0: |          | 11655/? [1:08:47<00:00,  2.82it/s]
Epoch 0: |          | 11656/? [1:08:47<00:00,  2.82it/s]
Epoch 0: |          | 11656/? [1:08:47<00:00,  2.82it/s]
Epoch 0: |          | 11657/? [1:08:48<00:00,  2.82it/s]
Epoch 0: |          | 11657/? [1:08:48<00:00,  2.82it/s]
Epoch 0: |          | 11658/? [1:08:48<00:00,  2.82it/s]
Epoch 0: |          | 11658/? [1:08:48<00:00,  2.82it/s]
Epoch 0: |          | 11659/? [1:08:48<00:00,  2.82it/s]
Epoch 0: |          | 11659/? [1:08:48<00:00,  2.82it/s]
Epoch 0: |          | 11660/? [1:08:49<00:00,  2.82it/s]
Epoch 0: |          | 11660/? [1:08:49<00:00,  2.82it/s]
Epoch 0: |          | 11661/? [1:08:49<00:00,  2.82it/s]
Epoch 0: |          | 11661/? [1:08:49<00:00,  2.82it/s]
Epoch 0: |          | 11662/? [1:08:49<00:00,  2.82it/s]
Epoch 0: |          | 11662/? [1:08:49<00:00,  2.82it/s]
Epoch 0: |          | 11663/? [1:08:49<00:00,  2.82it/s]
Epoch 0: |          | 11663/? [1:08:49<00:00,  2.82it/s]
Epoch 0: |          | 11664/? [1:08:50<00:00,  2.82it/s]
Epoch 0: |          | 11664/? [1:08:50<00:00,  2.82it/s]
Epoch 0: |          | 11665/? [1:08:50<00:00,  2.82it/s]
Epoch 0: |          | 11665/? [1:08:50<00:00,  2.82it/s]
Epoch 0: |          | 11666/? [1:08:50<00:00,  2.82it/s]
Epoch 0: |          | 11666/? [1:08:50<00:00,  2.82it/s]
Epoch 0: |          | 11667/? [1:08:51<00:00,  2.82it/s]
Epoch 0: |          | 11667/? [1:08:51<00:00,  2.82it/s]
Epoch 0: |          | 11668/? [1:08:51<00:00,  2.82it/s]
Epoch 0: |          | 11668/? [1:08:51<00:00,  2.82it/s]
Epoch 0: |          | 11669/? [1:08:51<00:00,  2.82it/s]
Epoch 0: |          | 11669/? [1:08:51<00:00,  2.82it/s]
Epoch 0: |          | 11670/? [1:08:51<00:00,  2.82it/s]
Epoch 0: |          | 11670/? [1:08:51<00:00,  2.82it/s]
Epoch 0: |          | 11671/? [1:08:52<00:00,  2.82it/s]
Epoch 0: |          | 11671/? [1:08:52<00:00,  2.82it/s]
Epoch 0: |          | 11672/? [1:08:52<00:00,  2.82it/s]
Epoch 0: |          | 11672/? [1:08:52<00:00,  2.82it/s]
Epoch 0: |          | 11673/? [1:08:52<00:00,  2.82it/s]
Epoch 0: |          | 11673/? [1:08:52<00:00,  2.82it/s]
Epoch 0: |          | 11674/? [1:08:53<00:00,  2.82it/s]
Epoch 0: |          | 11674/? [1:08:53<00:00,  2.82it/s]
Epoch 0: |          | 11675/? [1:08:53<00:00,  2.82it/s]
Epoch 0: |          | 11675/? [1:08:53<00:00,  2.82it/s]
Epoch 0: |          | 11676/? [1:08:53<00:00,  2.82it/s]
Epoch 0: |          | 11676/? [1:08:53<00:00,  2.82it/s]
Epoch 0: |          | 11677/? [1:08:53<00:00,  2.82it/s]
Epoch 0: |          | 11677/? [1:08:53<00:00,  2.82it/s]
Epoch 0: |          | 11678/? [1:08:54<00:00,  2.82it/s]
Epoch 0: |          | 11678/? [1:08:54<00:00,  2.82it/s]
Epoch 0: |          | 11679/? [1:08:54<00:00,  2.82it/s]
Epoch 0: |          | 11679/? [1:08:54<00:00,  2.82it/s]
Epoch 0: |          | 11680/? [1:08:54<00:00,  2.82it/s]
Epoch 0: |          | 11680/? [1:08:54<00:00,  2.82it/s]
Epoch 0: |          | 11681/? [1:08:55<00:00,  2.82it/s]
Epoch 0: |          | 11681/? [1:08:55<00:00,  2.82it/s]
Epoch 0: |          | 11682/? [1:08:55<00:00,  2.82it/s]
Epoch 0: |          | 11682/? [1:08:55<00:00,  2.82it/s]
Epoch 0: |          | 11683/? [1:08:55<00:00,  2.82it/s]
Epoch 0: |          | 11683/? [1:08:55<00:00,  2.82it/s]
Epoch 0: |          | 11684/? [1:08:56<00:00,  2.82it/s]
Epoch 0: |          | 11684/? [1:08:56<00:00,  2.82it/s]
Epoch 0: |          | 11685/? [1:08:56<00:00,  2.82it/s]
Epoch 0: |          | 11685/? [1:08:56<00:00,  2.82it/s]
Epoch 0: |          | 11686/? [1:08:56<00:00,  2.83it/s]
Epoch 0: |          | 11686/? [1:08:56<00:00,  2.83it/s]
Epoch 0: |          | 11687/? [1:08:56<00:00,  2.83it/s]
Epoch 0: |          | 11687/? [1:08:56<00:00,  2.83it/s]
Epoch 0: |          | 11688/? [1:08:57<00:00,  2.83it/s]
Epoch 0: |          | 11688/? [1:08:57<00:00,  2.83it/s]
Epoch 0: |          | 11689/? [1:08:57<00:00,  2.83it/s]
Epoch 0: |          | 11689/? [1:08:57<00:00,  2.83it/s]
Epoch 0: |          | 11690/? [1:08:57<00:00,  2.83it/s]
Epoch 0: |          | 11690/? [1:08:57<00:00,  2.83it/s]
Epoch 0: |          | 11691/? [1:08:58<00:00,  2.83it/s]
Epoch 0: |          | 11691/? [1:08:58<00:00,  2.83it/s]
Epoch 0: |          | 11692/? [1:08:58<00:00,  2.83it/s]
Epoch 0: |          | 11692/? [1:08:58<00:00,  2.83it/s]
Epoch 0: |          | 11693/? [1:08:58<00:00,  2.83it/s]
Epoch 0: |          | 11693/? [1:08:58<00:00,  2.83it/s]
Epoch 0: |          | 11694/? [1:08:58<00:00,  2.83it/s]
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Epoch 0: |          | 11700/? [1:09:00<00:00,  2.83it/s]
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Epoch 0: |          | 11701/? [1:09:01<00:00,  2.83it/s]
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Epoch 0: |          | 11708/? [1:09:03<00:00,  2.83it/s]
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Epoch 0: |          | 11709/? [1:09:03<00:00,  2.83it/s]
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Epoch 0: |          | 11710/? [1:09:03<00:00,  2.83it/s]
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Epoch 0: |          | 11711/? [1:09:03<00:00,  2.83it/s]
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Epoch 0: |          | 11712/? [1:09:04<00:00,  2.83it/s]
Epoch 0: |          | 11712/? [1:09:04<00:00,  2.83it/s]
Epoch 0: |          | 11713/? [1:09:04<00:00,  2.83it/s]
Epoch 0: |          | 11713/? [1:09:04<00:00,  2.83it/s]
Epoch 0: |          | 11714/? [1:09:04<00:00,  2.83it/s]
Epoch 0: |          | 11714/? [1:09:04<00:00,  2.83it/s]
Epoch 0: |          | 11715/? [1:09:05<00:00,  2.83it/s]
Epoch 0: |          | 11715/? [1:09:05<00:00,  2.83it/s]
Epoch 0: |          | 11716/? [1:09:05<00:00,  2.83it/s]
Epoch 0: |          | 11716/? [1:09:05<00:00,  2.83it/s]
Epoch 0: |          | 11717/? [1:09:05<00:00,  2.83it/s]
Epoch 0: |          | 11717/? [1:09:05<00:00,  2.83it/s]
Epoch 0: |          | 11718/? [1:09:05<00:00,  2.83it/s]
Epoch 0: |          | 11718/? [1:09:05<00:00,  2.83it/s]
Epoch 0: |          | 11719/? [1:09:06<00:00,  2.83it/s]
Epoch 0: |          | 11719/? [1:09:06<00:00,  2.83it/s]
Epoch 0: |          | 11720/? [1:09:06<00:00,  2.83it/s]
Epoch 0: |          | 11720/? [1:09:06<00:00,  2.83it/s]
Epoch 0: |          | 11721/? [1:09:06<00:00,  2.83it/s]
Epoch 0: |          | 11721/? [1:09:06<00:00,  2.83it/s]
Epoch 0: |          | 11722/? [1:09:07<00:00,  2.83it/s]
Epoch 0: |          | 11722/? [1:09:07<00:00,  2.83it/s]
Epoch 0: |          | 11723/? [1:09:07<00:00,  2.83it/s]
Epoch 0: |          | 11723/? [1:09:07<00:00,  2.83it/s]
Epoch 0: |          | 11724/? [1:09:07<00:00,  2.83it/s]
Epoch 0: |          | 11724/? [1:09:07<00:00,  2.83it/s]
Epoch 0: |          | 11725/? [1:09:08<00:00,  2.83it/s]
Epoch 0: |          | 11725/? [1:09:08<00:00,  2.83it/s]
Epoch 0: |          | 11726/? [1:09:08<00:00,  2.83it/s]
Epoch 0: |          | 11726/? [1:09:08<00:00,  2.83it/s]
Epoch 0: |          | 11727/? [1:09:08<00:00,  2.83it/s]
Epoch 0: |          | 11727/? [1:09:08<00:00,  2.83it/s]
Epoch 0: |          | 11728/? [1:09:08<00:00,  2.83it/s]
Epoch 0: |          | 11728/? [1:09:08<00:00,  2.83it/s]
Epoch 0: |          | 11729/? [1:09:09<00:00,  2.83it/s]
Epoch 0: |          | 11729/? [1:09:09<00:00,  2.83it/s]
Epoch 0: |          | 11730/? [1:09:09<00:00,  2.83it/s]
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Epoch 0: |          | 11731/? [1:09:09<00:00,  2.83it/s]
Epoch 0: |          | 11731/? [1:09:09<00:00,  2.83it/s]
Epoch 0: |          | 11732/? [1:09:10<00:00,  2.83it/s]
Epoch 0: |          | 11732/? [1:09:10<00:00,  2.83it/s]
Epoch 0: |          | 11733/? [1:09:10<00:00,  2.83it/s]
Epoch 0: |          | 11733/? [1:09:10<00:00,  2.83it/s]
Epoch 0: |          | 11734/? [1:09:10<00:00,  2.83it/s]
Epoch 0: |          | 11734/? [1:09:10<00:00,  2.83it/s]
Epoch 0: |          | 11735/? [1:09:10<00:00,  2.83it/s]
Epoch 0: |          | 11735/? [1:09:10<00:00,  2.83it/s]
Epoch 0: |          | 11736/? [1:09:11<00:00,  2.83it/s]
Epoch 0: |          | 11736/? [1:09:11<00:00,  2.83it/s]
Epoch 0: |          | 11737/? [1:09:11<00:00,  2.83it/s]
Epoch 0: |          | 11737/? [1:09:11<00:00,  2.83it/s]
Epoch 0: |          | 11738/? [1:09:11<00:00,  2.83it/s]
Epoch 0: |          | 11738/? [1:09:11<00:00,  2.83it/s]
Epoch 0: |          | 11739/? [1:09:12<00:00,  2.83it/s]
Epoch 0: |          | 11739/? [1:09:12<00:00,  2.83it/s]
Epoch 0: |          | 11740/? [1:09:12<00:00,  2.83it/s]
Epoch 0: |          | 11740/? [1:09:12<00:00,  2.83it/s]
Epoch 0: |          | 11741/? [1:09:12<00:00,  2.83it/s]
Epoch 0: |          | 11741/? [1:09:12<00:00,  2.83it/s]
Epoch 0: |          | 11742/? [1:09:13<00:00,  2.83it/s]
Epoch 0: |          | 11742/? [1:09:13<00:00,  2.83it/s]
Epoch 0: |          | 11743/? [1:09:13<00:00,  2.83it/s]
Epoch 0: |          | 11743/? [1:09:13<00:00,  2.83it/s]
Epoch 0: |          | 11744/? [1:09:13<00:00,  2.83it/s]
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Epoch 0: |          | 11745/? [1:09:13<00:00,  2.83it/s]
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Epoch 0: |          | 11746/? [1:09:14<00:00,  2.83it/s]
Epoch 0: |          | 11746/? [1:09:14<00:00,  2.83it/s]
Epoch 0: |          | 11747/? [1:09:14<00:00,  2.83it/s]
Epoch 0: |          | 11747/? [1:09:14<00:00,  2.83it/s]
Epoch 0: |          | 11748/? [1:09:14<00:00,  2.83it/s]
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Epoch 0: |          | 11749/? [1:09:15<00:00,  2.83it/s]
Epoch 0: |          | 11749/? [1:09:15<00:00,  2.83it/s]
Epoch 0: |          | 11750/? [1:09:15<00:00,  2.83it/s]
Epoch 0: |          | 11750/? [1:09:15<00:00,  2.83it/s]
Epoch 0: |          | 11751/? [1:09:15<00:00,  2.83it/s]
Epoch 0: |          | 11751/? [1:09:15<00:00,  2.83it/s]
Epoch 0: |          | 11752/? [1:09:15<00:00,  2.83it/s]
Epoch 0: |          | 11752/? [1:09:15<00:00,  2.83it/s]
Epoch 0: |          | 11753/? [1:09:16<00:00,  2.83it/s]
Epoch 0: |          | 11753/? [1:09:16<00:00,  2.83it/s]
Epoch 0: |          | 11754/? [1:09:16<00:00,  2.83it/s]
Epoch 0: |          | 11754/? [1:09:16<00:00,  2.83it/s]
Epoch 0: |          | 11755/? [1:09:17<00:00,  2.83it/s]
Epoch 0: |          | 11755/? [1:09:17<00:00,  2.83it/s]
Epoch 0: |          | 11756/? [1:09:17<00:00,  2.83it/s]
Epoch 0: |          | 11756/? [1:09:17<00:00,  2.83it/s]
Epoch 0: |          | 11757/? [1:09:17<00:00,  2.83it/s]
Epoch 0: |          | 11757/? [1:09:17<00:00,  2.83it/s]
Epoch 0: |          | 11758/? [1:09:18<00:00,  2.83it/s]
Epoch 0: |          | 11758/? [1:09:18<00:00,  2.83it/s]
Epoch 0: |          | 11759/? [1:09:18<00:00,  2.83it/s]
Epoch 0: |          | 11759/? [1:09:18<00:00,  2.83it/s]
Epoch 0: |          | 11760/? [1:09:18<00:00,  2.83it/s]
Epoch 0: |          | 11760/? [1:09:18<00:00,  2.83it/s]
Epoch 0: |          | 11761/? [1:09:18<00:00,  2.83it/s]
Epoch 0: |          | 11761/? [1:09:18<00:00,  2.83it/s]
Epoch 0: |          | 11762/? [1:09:19<00:00,  2.83it/s]
Epoch 0: |          | 11762/? [1:09:19<00:00,  2.83it/s]
Epoch 0: |          | 11763/? [1:09:19<00:00,  2.83it/s]
Epoch 0: |          | 11763/? [1:09:19<00:00,  2.83it/s]
Epoch 0: |          | 11764/? [1:09:19<00:00,  2.83it/s]
Epoch 0: |          | 11764/? [1:09:19<00:00,  2.83it/s]
Epoch 0: |          | 11765/? [1:09:20<00:00,  2.83it/s]
Epoch 0: |          | 11765/? [1:09:20<00:00,  2.83it/s]
Epoch 0: |          | 11766/? [1:09:20<00:00,  2.83it/s]
Epoch 0: |          | 11766/? [1:09:20<00:00,  2.83it/s]
Epoch 0: |          | 11767/? [1:09:20<00:00,  2.83it/s]
Epoch 0: |          | 11767/? [1:09:20<00:00,  2.83it/s]
Epoch 0: |          | 11768/? [1:09:20<00:00,  2.83it/s]
Epoch 0: |          | 11768/? [1:09:20<00:00,  2.83it/s]
Epoch 0: |          | 11769/? [1:09:21<00:00,  2.83it/s]
Epoch 0: |          | 11769/? [1:09:21<00:00,  2.83it/s]
Epoch 0: |          | 11770/? [1:09:21<00:00,  2.83it/s]
Epoch 0: |          | 11770/? [1:09:21<00:00,  2.83it/s]
Epoch 0: |          | 11771/? [1:09:22<00:00,  2.83it/s]
Epoch 0: |          | 11771/? [1:09:22<00:00,  2.83it/s]
Epoch 0: |          | 11772/? [1:09:22<00:00,  2.83it/s]
Epoch 0: |          | 11772/? [1:09:22<00:00,  2.83it/s]
Epoch 0: |          | 11773/? [1:09:22<00:00,  2.83it/s]
Epoch 0: |          | 11773/? [1:09:22<00:00,  2.83it/s]
Epoch 0: |          | 11774/? [1:09:22<00:00,  2.83it/s]
Epoch 0: |          | 11774/? [1:09:22<00:00,  2.83it/s]
Epoch 0: |          | 11775/? [1:09:23<00:00,  2.83it/s]
Epoch 0: |          | 11775/? [1:09:23<00:00,  2.83it/s]
Epoch 0: |          | 11776/? [1:09:23<00:00,  2.83it/s]
Epoch 0: |          | 11776/? [1:09:23<00:00,  2.83it/s]
Epoch 0: |          | 11777/? [1:09:23<00:00,  2.83it/s]
Epoch 0: |          | 11777/? [1:09:23<00:00,  2.83it/s]
Epoch 0: |          | 11778/? [1:09:24<00:00,  2.83it/s]
Epoch 0: |          | 11778/? [1:09:24<00:00,  2.83it/s]
Epoch 0: |          | 11779/? [1:09:24<00:00,  2.83it/s]
Epoch 0: |          | 11779/? [1:09:24<00:00,  2.83it/s]
Epoch 0: |          | 11780/? [1:09:24<00:00,  2.83it/s]
Epoch 0: |          | 11780/? [1:09:24<00:00,  2.83it/s]
Epoch 0: |          | 11781/? [1:09:25<00:00,  2.83it/s]
Epoch 0: |          | 11781/? [1:09:25<00:00,  2.83it/s]
Epoch 0: |          | 11782/? [1:09:25<00:00,  2.83it/s]
Epoch 0: |          | 11782/? [1:09:25<00:00,  2.83it/s]
Epoch 0: |          | 11783/? [1:09:25<00:00,  2.83it/s]
Epoch 0: |          | 11783/? [1:09:25<00:00,  2.83it/s]
Epoch 0: |          | 11784/? [1:09:26<00:00,  2.83it/s]
Epoch 0: |          | 11784/? [1:09:26<00:00,  2.83it/s]
Epoch 0: |          | 11785/? [1:09:26<00:00,  2.83it/s]
Epoch 0: |          | 11785/? [1:09:26<00:00,  2.83it/s]
Epoch 0: |          | 11786/? [1:09:26<00:00,  2.83it/s]
Epoch 0: |          | 11786/? [1:09:26<00:00,  2.83it/s]
Epoch 0: |          | 11787/? [1:09:27<00:00,  2.83it/s]
Epoch 0: |          | 11787/? [1:09:27<00:00,  2.83it/s]
Epoch 0: |          | 11788/? [1:09:27<00:00,  2.83it/s]
Epoch 0: |          | 11788/? [1:09:27<00:00,  2.83it/s]
Epoch 0: |          | 11789/? [1:09:27<00:00,  2.83it/s]
Epoch 0: |          | 11789/? [1:09:27<00:00,  2.83it/s]
Epoch 0: |          | 11790/? [1:09:27<00:00,  2.83it/s]
Epoch 0: |          | 11790/? [1:09:27<00:00,  2.83it/s]
Epoch 0: |          | 11791/? [1:09:28<00:00,  2.83it/s]
Epoch 0: |          | 11791/? [1:09:28<00:00,  2.83it/s]
Epoch 0: |          | 11792/? [1:09:28<00:00,  2.83it/s]
Epoch 0: |          | 11792/? [1:09:28<00:00,  2.83it/s]
Epoch 0: |          | 11793/? [1:09:28<00:00,  2.83it/s]
Epoch 0: |          | 11793/? [1:09:28<00:00,  2.83it/s]
Epoch 0: |          | 11794/? [1:09:29<00:00,  2.83it/s]
Epoch 0: |          | 11794/? [1:09:29<00:00,  2.83it/s]
Epoch 0: |          | 11795/? [1:09:29<00:00,  2.83it/s]
Epoch 0: |          | 11795/? [1:09:29<00:00,  2.83it/s]
Epoch 0: |          | 11796/? [1:09:29<00:00,  2.83it/s]
Epoch 0: |          | 11796/? [1:09:29<00:00,  2.83it/s]
Epoch 0: |          | 11797/? [1:09:30<00:00,  2.83it/s]
Epoch 0: |          | 11797/? [1:09:30<00:00,  2.83it/s]
Epoch 0: |          | 11798/? [1:09:30<00:00,  2.83it/s]
Epoch 0: |          | 11798/? [1:09:30<00:00,  2.83it/s]
Epoch 0: |          | 11799/? [1:09:30<00:00,  2.83it/s]
Epoch 0: |          | 11799/? [1:09:30<00:00,  2.83it/s]
Epoch 0: |          | 11800/? [1:09:30<00:00,  2.83it/s]
Epoch 0: |          | 11800/? [1:09:30<00:00,  2.83it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.69it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 16.16it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 16.02it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.73it/s]

Epoch 0: |          | 11800/? [1:09:31<00:00,  2.83it/s]
Epoch 0: |          | 11801/? [1:09:31<00:00,  2.83it/s]
Epoch 0: |          | 11801/? [1:09:31<00:00,  2.83it/s]
Epoch 0: |          | 11802/? [1:09:31<00:00,  2.83it/s]
Epoch 0: |          | 11802/? [1:09:31<00:00,  2.83it/s]
Epoch 0: |          | 11803/? [1:09:32<00:00,  2.83it/s]
Epoch 0: |          | 11803/? [1:09:32<00:00,  2.83it/s]
Epoch 0: |          | 11804/? [1:09:32<00:00,  2.83it/s]
Epoch 0: |          | 11804/? [1:09:32<00:00,  2.83it/s]
Epoch 0: |          | 11805/? [1:09:32<00:00,  2.83it/s]
Epoch 0: |          | 11805/? [1:09:32<00:00,  2.83it/s]
Epoch 0: |          | 11806/? [1:09:33<00:00,  2.83it/s]
Epoch 0: |          | 11806/? [1:09:33<00:00,  2.83it/s]
Epoch 0: |          | 11807/? [1:09:33<00:00,  2.83it/s]
Epoch 0: |          | 11807/? [1:09:33<00:00,  2.83it/s]
Epoch 0: |          | 11808/? [1:09:33<00:00,  2.83it/s]
Epoch 0: |          | 11808/? [1:09:33<00:00,  2.83it/s]
Epoch 0: |          | 11809/? [1:09:33<00:00,  2.83it/s]
Epoch 0: |          | 11809/? [1:09:33<00:00,  2.83it/s]
Epoch 0: |          | 11810/? [1:09:34<00:00,  2.83it/s]
Epoch 0: |          | 11810/? [1:09:34<00:00,  2.83it/s]
Epoch 0: |          | 11811/? [1:09:34<00:00,  2.83it/s]
Epoch 0: |          | 11811/? [1:09:34<00:00,  2.83it/s]
Epoch 0: |          | 11812/? [1:09:34<00:00,  2.83it/s]
Epoch 0: |          | 11812/? [1:09:34<00:00,  2.83it/s]
Epoch 0: |          | 11813/? [1:09:35<00:00,  2.83it/s]
Epoch 0: |          | 11813/? [1:09:35<00:00,  2.83it/s]
Epoch 0: |          | 11814/? [1:09:35<00:00,  2.83it/s]
Epoch 0: |          | 11814/? [1:09:35<00:00,  2.83it/s]
Epoch 0: |          | 11815/? [1:09:35<00:00,  2.83it/s]
Epoch 0: |          | 11815/? [1:09:35<00:00,  2.83it/s]
Epoch 0: |          | 11816/? [1:09:35<00:00,  2.83it/s]
Epoch 0: |          | 11816/? [1:09:35<00:00,  2.83it/s]
Epoch 0: |          | 11817/? [1:09:36<00:00,  2.83it/s]
Epoch 0: |          | 11817/? [1:09:36<00:00,  2.83it/s]
Epoch 0: |          | 11818/? [1:09:36<00:00,  2.83it/s]
Epoch 0: |          | 11818/? [1:09:36<00:00,  2.83it/s]
Epoch 0: |          | 11819/? [1:09:36<00:00,  2.83it/s]
Epoch 0: |          | 11819/? [1:09:36<00:00,  2.83it/s]
Epoch 0: |          | 11820/? [1:09:37<00:00,  2.83it/s]
Epoch 0: |          | 11820/? [1:09:37<00:00,  2.83it/s]
Epoch 0: |          | 11821/? [1:09:37<00:00,  2.83it/s]
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Epoch 0: |          | 11886/? [1:09:56<00:00,  2.83it/s]
Epoch 0: |          | 11886/? [1:09:56<00:00,  2.83it/s]
Epoch 0: |          | 11887/? [1:09:56<00:00,  2.83it/s]
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Epoch 0: |          | 11888/? [1:09:57<00:00,  2.83it/s]
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Epoch 0: |          | 11889/? [1:09:57<00:00,  2.83it/s]
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Epoch 0: |          | 11890/? [1:09:57<00:00,  2.83it/s]
Epoch 0: |          | 11890/? [1:09:57<00:00,  2.83it/s]
Epoch 0: |          | 11891/? [1:09:58<00:00,  2.83it/s]
Epoch 0: |          | 11891/? [1:09:58<00:00,  2.83it/s]
Epoch 0: |          | 11892/? [1:09:58<00:00,  2.83it/s]
Epoch 0: |          | 11892/? [1:09:58<00:00,  2.83it/s]
Epoch 0: |          | 11893/? [1:09:58<00:00,  2.83it/s]
Epoch 0: |          | 11893/? [1:09:58<00:00,  2.83it/s]
Epoch 0: |          | 11894/? [1:09:58<00:00,  2.83it/s]
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Epoch 0: |          | 11895/? [1:09:59<00:00,  2.83it/s]
Epoch 0: |          | 11895/? [1:09:59<00:00,  2.83it/s]
Epoch 0: |          | 11896/? [1:09:59<00:00,  2.83it/s]
Epoch 0: |          | 11896/? [1:09:59<00:00,  2.83it/s]
Epoch 0: |          | 11897/? [1:09:59<00:00,  2.83it/s]
Epoch 0: |          | 11897/? [1:09:59<00:00,  2.83it/s]
Epoch 0: |          | 11898/? [1:10:00<00:00,  2.83it/s]
Epoch 0: |          | 11898/? [1:10:00<00:00,  2.83it/s]
Epoch 0: |          | 11899/? [1:10:00<00:00,  2.83it/s]
Epoch 0: |          | 11899/? [1:10:00<00:00,  2.83it/s]
Epoch 0: |          | 11900/? [1:10:00<00:00,  2.83it/s]
Epoch 0: |          | 11900/? [1:10:00<00:00,  2.83it/s]
Epoch 0: |          | 11901/? [1:10:01<00:00,  2.83it/s]
Epoch 0: |          | 11901/? [1:10:01<00:00,  2.83it/s]
Epoch 0: |          | 11902/? [1:10:01<00:00,  2.83it/s]
Epoch 0: |          | 11902/? [1:10:01<00:00,  2.83it/s]
Epoch 0: |          | 11903/? [1:10:01<00:00,  2.83it/s]
Epoch 0: |          | 11903/? [1:10:01<00:00,  2.83it/s]
Epoch 0: |          | 11904/? [1:10:01<00:00,  2.83it/s]
Epoch 0: |          | 11904/? [1:10:01<00:00,  2.83it/s]
Epoch 0: |          | 11905/? [1:10:02<00:00,  2.83it/s]
Epoch 0: |          | 11905/? [1:10:02<00:00,  2.83it/s]
Epoch 0: |          | 11906/? [1:10:02<00:00,  2.83it/s]
Epoch 0: |          | 11906/? [1:10:02<00:00,  2.83it/s]
Epoch 0: |          | 11907/? [1:10:02<00:00,  2.83it/s]
Epoch 0: |          | 11907/? [1:10:02<00:00,  2.83it/s]
Epoch 0: |          | 11908/? [1:10:03<00:00,  2.83it/s]
Epoch 0: |          | 11908/? [1:10:03<00:00,  2.83it/s]
Epoch 0: |          | 11909/? [1:10:03<00:00,  2.83it/s]
Epoch 0: |          | 11909/? [1:10:03<00:00,  2.83it/s]
Epoch 0: |          | 11910/? [1:10:03<00:00,  2.83it/s]
Epoch 0: |          | 11910/? [1:10:03<00:00,  2.83it/s]
Epoch 0: |          | 11911/? [1:10:03<00:00,  2.83it/s]
Epoch 0: |          | 11911/? [1:10:03<00:00,  2.83it/s]
Epoch 0: |          | 11912/? [1:10:04<00:00,  2.83it/s]
Epoch 0: |          | 11912/? [1:10:04<00:00,  2.83it/s]
Epoch 0: |          | 11913/? [1:10:04<00:00,  2.83it/s]
Epoch 0: |          | 11913/? [1:10:04<00:00,  2.83it/s]
Epoch 0: |          | 11914/? [1:10:04<00:00,  2.83it/s]
Epoch 0: |          | 11914/? [1:10:04<00:00,  2.83it/s]
Epoch 0: |          | 11915/? [1:10:05<00:00,  2.83it/s]
Epoch 0: |          | 11915/? [1:10:05<00:00,  2.83it/s]
Epoch 0: |          | 11916/? [1:10:05<00:00,  2.83it/s]
Epoch 0: |          | 11916/? [1:10:05<00:00,  2.83it/s]
Epoch 0: |          | 11917/? [1:10:05<00:00,  2.83it/s]
Epoch 0: |          | 11917/? [1:10:05<00:00,  2.83it/s]
Epoch 0: |          | 11918/? [1:10:06<00:00,  2.83it/s]
Epoch 0: |          | 11918/? [1:10:06<00:00,  2.83it/s]
Epoch 0: |          | 11919/? [1:10:06<00:00,  2.83it/s]
Epoch 0: |          | 11919/? [1:10:06<00:00,  2.83it/s]
Epoch 0: |          | 11920/? [1:10:06<00:00,  2.83it/s]
Epoch 0: |          | 11920/? [1:10:06<00:00,  2.83it/s]
Epoch 0: |          | 11921/? [1:10:06<00:00,  2.83it/s]
Epoch 0: |          | 11921/? [1:10:06<00:00,  2.83it/s]
Epoch 0: |          | 11922/? [1:10:07<00:00,  2.83it/s]
Epoch 0: |          | 11922/? [1:10:07<00:00,  2.83it/s]
Epoch 0: |          | 11923/? [1:10:07<00:00,  2.83it/s]
Epoch 0: |          | 11923/? [1:10:07<00:00,  2.83it/s]
Epoch 0: |          | 11924/? [1:10:07<00:00,  2.83it/s]
Epoch 0: |          | 11924/? [1:10:07<00:00,  2.83it/s]
Epoch 0: |          | 11925/? [1:10:08<00:00,  2.83it/s]
Epoch 0: |          | 11925/? [1:10:08<00:00,  2.83it/s]
Epoch 0: |          | 11926/? [1:10:08<00:00,  2.83it/s]
Epoch 0: |          | 11926/? [1:10:08<00:00,  2.83it/s]
Epoch 0: |          | 11927/? [1:10:08<00:00,  2.83it/s]
Epoch 0: |          | 11927/? [1:10:08<00:00,  2.83it/s]
Epoch 0: |          | 11928/? [1:10:08<00:00,  2.83it/s]
Epoch 0: |          | 11928/? [1:10:08<00:00,  2.83it/s]
Epoch 0: |          | 11929/? [1:10:09<00:00,  2.83it/s]
Epoch 0: |          | 11929/? [1:10:09<00:00,  2.83it/s]
Epoch 0: |          | 11930/? [1:10:09<00:00,  2.83it/s]
Epoch 0: |          | 11930/? [1:10:09<00:00,  2.83it/s]
Epoch 0: |          | 11931/? [1:10:09<00:00,  2.83it/s]
Epoch 0: |          | 11931/? [1:10:09<00:00,  2.83it/s]
Epoch 0: |          | 11932/? [1:10:10<00:00,  2.83it/s]
Epoch 0: |          | 11932/? [1:10:10<00:00,  2.83it/s]
Epoch 0: |          | 11933/? [1:10:10<00:00,  2.83it/s]
Epoch 0: |          | 11933/? [1:10:10<00:00,  2.83it/s]
Epoch 0: |          | 11934/? [1:10:10<00:00,  2.83it/s]
Epoch 0: |          | 11934/? [1:10:10<00:00,  2.83it/s]
Epoch 0: |          | 11935/? [1:10:11<00:00,  2.83it/s]
Epoch 0: |          | 11935/? [1:10:11<00:00,  2.83it/s]
Epoch 0: |          | 11936/? [1:10:11<00:00,  2.83it/s]
Epoch 0: |          | 11936/? [1:10:11<00:00,  2.83it/s]
Epoch 0: |          | 11937/? [1:10:11<00:00,  2.83it/s]
Epoch 0: |          | 11937/? [1:10:11<00:00,  2.83it/s]
Epoch 0: |          | 11938/? [1:10:11<00:00,  2.83it/s]
Epoch 0: |          | 11938/? [1:10:11<00:00,  2.83it/s]
Epoch 0: |          | 11939/? [1:10:12<00:00,  2.83it/s]
Epoch 0: |          | 11939/? [1:10:12<00:00,  2.83it/s]
Epoch 0: |          | 11940/? [1:10:12<00:00,  2.83it/s]
Epoch 0: |          | 11940/? [1:10:12<00:00,  2.83it/s]
Epoch 0: |          | 11941/? [1:10:12<00:00,  2.83it/s]
Epoch 0: |          | 11941/? [1:10:12<00:00,  2.83it/s]
Epoch 0: |          | 11942/? [1:10:13<00:00,  2.83it/s]
Epoch 0: |          | 11942/? [1:10:13<00:00,  2.83it/s]
Epoch 0: |          | 11943/? [1:10:13<00:00,  2.83it/s]
Epoch 0: |          | 11943/? [1:10:13<00:00,  2.83it/s]
Epoch 0: |          | 11944/? [1:10:13<00:00,  2.83it/s]
Epoch 0: |          | 11944/? [1:10:13<00:00,  2.83it/s]
Epoch 0: |          | 11945/? [1:10:13<00:00,  2.83it/s]
Epoch 0: |          | 11945/? [1:10:13<00:00,  2.83it/s]
Epoch 0: |          | 11946/? [1:10:14<00:00,  2.83it/s]
Epoch 0: |          | 11946/? [1:10:14<00:00,  2.83it/s]
Epoch 0: |          | 11947/? [1:10:14<00:00,  2.83it/s]
Epoch 0: |          | 11947/? [1:10:14<00:00,  2.83it/s]
Epoch 0: |          | 11948/? [1:10:14<00:00,  2.83it/s]
Epoch 0: |          | 11948/? [1:10:14<00:00,  2.83it/s]
Epoch 0: |          | 11949/? [1:10:15<00:00,  2.83it/s]
Epoch 0: |          | 11949/? [1:10:15<00:00,  2.83it/s]
Epoch 0: |          | 11950/? [1:10:15<00:00,  2.83it/s]
Epoch 0: |          | 11950/? [1:10:15<00:00,  2.83it/s]
Epoch 0: |          | 11951/? [1:10:15<00:00,  2.83it/s]
Epoch 0: |          | 11951/? [1:10:15<00:00,  2.83it/s]
Epoch 0: |          | 11952/? [1:10:15<00:00,  2.83it/s]
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Epoch 0: |          | 11953/? [1:10:16<00:00,  2.83it/s]
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Epoch 0: |          | 11955/? [1:10:16<00:00,  2.84it/s]
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Epoch 0: |          | 11956/? [1:10:17<00:00,  2.84it/s]
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Epoch 0: |          | 11957/? [1:10:17<00:00,  2.84it/s]
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Epoch 0: |          | 11958/? [1:10:17<00:00,  2.84it/s]
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Epoch 0: |          | 11959/? [1:10:18<00:00,  2.84it/s]
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Epoch 0: |          | 11960/? [1:10:18<00:00,  2.84it/s]
Epoch 0: |          | 11960/? [1:10:18<00:00,  2.84it/s]
Epoch 0: |          | 11961/? [1:10:18<00:00,  2.84it/s]
Epoch 0: |          | 11961/? [1:10:18<00:00,  2.84it/s]
Epoch 0: |          | 11962/? [1:10:18<00:00,  2.84it/s]
Epoch 0: |          | 11962/? [1:10:18<00:00,  2.84it/s]
Epoch 0: |          | 11963/? [1:10:19<00:00,  2.84it/s]
Epoch 0: |          | 11963/? [1:10:19<00:00,  2.84it/s]
Epoch 0: |          | 11964/? [1:10:19<00:00,  2.84it/s]
Epoch 0: |          | 11964/? [1:10:19<00:00,  2.84it/s]
Epoch 0: |          | 11965/? [1:10:19<00:00,  2.84it/s]
Epoch 0: |          | 11965/? [1:10:19<00:00,  2.84it/s]
Epoch 0: |          | 11966/? [1:10:20<00:00,  2.84it/s]
Epoch 0: |          | 11966/? [1:10:20<00:00,  2.84it/s]
Epoch 0: |          | 11967/? [1:10:20<00:00,  2.84it/s]
Epoch 0: |          | 11967/? [1:10:20<00:00,  2.84it/s]
Epoch 0: |          | 11968/? [1:10:20<00:00,  2.84it/s]
Epoch 0: |          | 11968/? [1:10:20<00:00,  2.84it/s]
Epoch 0: |          | 11969/? [1:10:20<00:00,  2.84it/s]
Epoch 0: |          | 11969/? [1:10:20<00:00,  2.84it/s]
Epoch 0: |          | 11970/? [1:10:21<00:00,  2.84it/s]
Epoch 0: |          | 11970/? [1:10:21<00:00,  2.84it/s]
Epoch 0: |          | 11971/? [1:10:21<00:00,  2.84it/s]
Epoch 0: |          | 11971/? [1:10:21<00:00,  2.84it/s]
Epoch 0: |          | 11972/? [1:10:21<00:00,  2.84it/s]
Epoch 0: |          | 11972/? [1:10:21<00:00,  2.84it/s]
Epoch 0: |          | 11973/? [1:10:22<00:00,  2.84it/s]
Epoch 0: |          | 11973/? [1:10:22<00:00,  2.84it/s]
Epoch 0: |          | 11974/? [1:10:22<00:00,  2.84it/s]
Epoch 0: |          | 11974/? [1:10:22<00:00,  2.84it/s]
Epoch 0: |          | 11975/? [1:10:22<00:00,  2.84it/s]
Epoch 0: |          | 11975/? [1:10:22<00:00,  2.84it/s]
Epoch 0: |          | 11976/? [1:10:23<00:00,  2.84it/s]
Epoch 0: |          | 11976/? [1:10:23<00:00,  2.84it/s]
Epoch 0: |          | 11977/? [1:10:23<00:00,  2.84it/s]
Epoch 0: |          | 11977/? [1:10:23<00:00,  2.84it/s]
Epoch 0: |          | 11978/? [1:10:23<00:00,  2.84it/s]
Epoch 0: |          | 11978/? [1:10:23<00:00,  2.84it/s]
Epoch 0: |          | 11979/? [1:10:23<00:00,  2.84it/s]
Epoch 0: |          | 11979/? [1:10:23<00:00,  2.84it/s]
Epoch 0: |          | 11980/? [1:10:24<00:00,  2.84it/s]
Epoch 0: |          | 11980/? [1:10:24<00:00,  2.84it/s]
Epoch 0: |          | 11981/? [1:10:24<00:00,  2.84it/s]
Epoch 0: |          | 11981/? [1:10:24<00:00,  2.84it/s]
Epoch 0: |          | 11982/? [1:10:24<00:00,  2.84it/s]
Epoch 0: |          | 11982/? [1:10:24<00:00,  2.84it/s]
Epoch 0: |          | 11983/? [1:10:25<00:00,  2.84it/s]
Epoch 0: |          | 11983/? [1:10:25<00:00,  2.84it/s]
Epoch 0: |          | 11984/? [1:10:25<00:00,  2.84it/s]
Epoch 0: |          | 11984/? [1:10:25<00:00,  2.84it/s]
Epoch 0: |          | 11985/? [1:10:25<00:00,  2.84it/s]
Epoch 0: |          | 11985/? [1:10:25<00:00,  2.84it/s]
Epoch 0: |          | 11986/? [1:10:25<00:00,  2.84it/s]
Epoch 0: |          | 11986/? [1:10:25<00:00,  2.84it/s]
Epoch 0: |          | 11987/? [1:10:26<00:00,  2.84it/s]
Epoch 0: |          | 11987/? [1:10:26<00:00,  2.84it/s]
Epoch 0: |          | 11988/? [1:10:26<00:00,  2.84it/s]
Epoch 0: |          | 11988/? [1:10:26<00:00,  2.84it/s]
Epoch 0: |          | 11989/? [1:10:26<00:00,  2.84it/s]
Epoch 0: |          | 11989/? [1:10:26<00:00,  2.84it/s]
Epoch 0: |          | 11990/? [1:10:27<00:00,  2.84it/s]
Epoch 0: |          | 11990/? [1:10:27<00:00,  2.84it/s]
Epoch 0: |          | 11991/? [1:10:27<00:00,  2.84it/s]
Epoch 0: |          | 11991/? [1:10:27<00:00,  2.84it/s]
Epoch 0: |          | 11992/? [1:10:27<00:00,  2.84it/s]
Epoch 0: |          | 11992/? [1:10:27<00:00,  2.84it/s]
Epoch 0: |          | 11993/? [1:10:28<00:00,  2.84it/s]
Epoch 0: |          | 11993/? [1:10:28<00:00,  2.84it/s]
Epoch 0: |          | 11994/? [1:10:28<00:00,  2.84it/s]
Epoch 0: |          | 11994/? [1:10:28<00:00,  2.84it/s]
Epoch 0: |          | 11995/? [1:10:28<00:00,  2.84it/s]
Epoch 0: |          | 11995/? [1:10:28<00:00,  2.84it/s]
Epoch 0: |          | 11996/? [1:10:28<00:00,  2.84it/s]
Epoch 0: |          | 11996/? [1:10:28<00:00,  2.84it/s]
Epoch 0: |          | 11997/? [1:10:29<00:00,  2.84it/s]
Epoch 0: |          | 11997/? [1:10:29<00:00,  2.84it/s]
Epoch 0: |          | 11998/? [1:10:29<00:00,  2.84it/s]
Epoch 0: |          | 11998/? [1:10:29<00:00,  2.84it/s]
Epoch 0: |          | 11999/? [1:10:29<00:00,  2.84it/s]
Epoch 0: |          | 11999/? [1:10:29<00:00,  2.84it/s]
Epoch 0: |          | 12000/? [1:10:30<00:00,  2.84it/s]
Epoch 0: |          | 12000/? [1:10:30<00:00,  2.84it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.56it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 16.72it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 16.51it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 16.75it/s]

Epoch 0: |          | 12000/? [1:10:30<00:00,  2.84it/s]
Epoch 0: |          | 12001/? [1:10:30<00:00,  2.84it/s]
Epoch 0: |          | 12001/? [1:10:30<00:00,  2.84it/s]
Epoch 0: |          | 12002/? [1:10:30<00:00,  2.84it/s]
Epoch 0: |          | 12002/? [1:10:30<00:00,  2.84it/s]
Epoch 0: |          | 12003/? [1:10:31<00:00,  2.84it/s]
Epoch 0: |          | 12003/? [1:10:31<00:00,  2.84it/s]
Epoch 0: |          | 12004/? [1:10:31<00:00,  2.84it/s]
Epoch 0: |          | 12004/? [1:10:31<00:00,  2.84it/s]
Epoch 0: |          | 12005/? [1:10:31<00:00,  2.84it/s]
Epoch 0: |          | 12005/? [1:10:31<00:00,  2.84it/s]
Epoch 0: |          | 12006/? [1:10:32<00:00,  2.84it/s]
Epoch 0: |          | 12006/? [1:10:32<00:00,  2.84it/s]
Epoch 0: |          | 12007/? [1:10:32<00:00,  2.84it/s]
Epoch 0: |          | 12007/? [1:10:32<00:00,  2.84it/s]
Epoch 0: |          | 12008/? [1:10:32<00:00,  2.84it/s]
Epoch 0: |          | 12008/? [1:10:32<00:00,  2.84it/s]
Epoch 0: |          | 12009/? [1:10:32<00:00,  2.84it/s]
Epoch 0: |          | 12009/? [1:10:32<00:00,  2.84it/s]
Epoch 0: |          | 12010/? [1:10:33<00:00,  2.84it/s]
Epoch 0: |          | 12010/? [1:10:33<00:00,  2.84it/s]
Epoch 0: |          | 12011/? [1:10:33<00:00,  2.84it/s]
Epoch 0: |          | 12011/? [1:10:33<00:00,  2.84it/s]
Epoch 0: |          | 12012/? [1:10:33<00:00,  2.84it/s]
Epoch 0: |          | 12012/? [1:10:33<00:00,  2.84it/s]
Epoch 0: |          | 12013/? [1:10:34<00:00,  2.84it/s]
Epoch 0: |          | 12013/? [1:10:34<00:00,  2.84it/s]
Epoch 0: |          | 12014/? [1:10:34<00:00,  2.84it/s]
Epoch 0: |          | 12014/? [1:10:34<00:00,  2.84it/s]
Epoch 0: |          | 12015/? [1:10:34<00:00,  2.84it/s]
Epoch 0: |          | 12015/? [1:10:34<00:00,  2.84it/s]
Epoch 0: |          | 12016/? [1:10:35<00:00,  2.84it/s]
Epoch 0: |          | 12016/? [1:10:35<00:00,  2.84it/s]
Epoch 0: |          | 12017/? [1:10:35<00:00,  2.84it/s]
Epoch 0: |          | 12017/? [1:10:35<00:00,  2.84it/s]
Epoch 0: |          | 12018/? [1:10:35<00:00,  2.84it/s]
Epoch 0: |          | 12018/? [1:10:35<00:00,  2.84it/s]
Epoch 0: |          | 12019/? [1:10:35<00:00,  2.84it/s]
Epoch 0: |          | 12019/? [1:10:35<00:00,  2.84it/s]
Epoch 0: |          | 12020/? [1:10:36<00:00,  2.84it/s]
Epoch 0: |          | 12020/? [1:10:36<00:00,  2.84it/s]
Epoch 0: |          | 12021/? [1:10:36<00:00,  2.84it/s]
Epoch 0: |          | 12021/? [1:10:36<00:00,  2.84it/s]
Epoch 0: |          | 12022/? [1:10:36<00:00,  2.84it/s]
Epoch 0: |          | 12022/? [1:10:36<00:00,  2.84it/s]
Epoch 0: |          | 12023/? [1:10:37<00:00,  2.84it/s]
Epoch 0: |          | 12023/? [1:10:37<00:00,  2.84it/s]
Epoch 0: |          | 12024/? [1:10:37<00:00,  2.84it/s]
Epoch 0: |          | 12024/? [1:10:37<00:00,  2.84it/s]
Epoch 0: |          | 12025/? [1:10:37<00:00,  2.84it/s]
Epoch 0: |          | 12025/? [1:10:37<00:00,  2.84it/s]
Epoch 0: |          | 12026/? [1:10:37<00:00,  2.84it/s]
Epoch 0: |          | 12026/? [1:10:37<00:00,  2.84it/s]
Epoch 0: |          | 12027/? [1:10:38<00:00,  2.84it/s]
Epoch 0: |          | 12027/? [1:10:38<00:00,  2.84it/s]
Epoch 0: |          | 12028/? [1:10:38<00:00,  2.84it/s]
Epoch 0: |          | 12028/? [1:10:38<00:00,  2.84it/s]
Epoch 0: |          | 12029/? [1:10:38<00:00,  2.84it/s]
Epoch 0: |          | 12029/? [1:10:38<00:00,  2.84it/s]
Epoch 0: |          | 12030/? [1:10:39<00:00,  2.84it/s]
Epoch 0: |          | 12030/? [1:10:39<00:00,  2.84it/s]
Epoch 0: |          | 12031/? [1:10:39<00:00,  2.84it/s]
Epoch 0: |          | 12031/? [1:10:39<00:00,  2.84it/s]
Epoch 0: |          | 12032/? [1:10:39<00:00,  2.84it/s]
Epoch 0: |          | 12032/? [1:10:39<00:00,  2.84it/s]
Epoch 0: |          | 12033/? [1:10:40<00:00,  2.84it/s]
Epoch 0: |          | 12033/? [1:10:40<00:00,  2.84it/s]
Epoch 0: |          | 12034/? [1:10:40<00:00,  2.84it/s]
Epoch 0: |          | 12034/? [1:10:40<00:00,  2.84it/s]
Epoch 0: |          | 12035/? [1:10:40<00:00,  2.84it/s]
Epoch 0: |          | 12035/? [1:10:40<00:00,  2.84it/s]
Epoch 0: |          | 12036/? [1:10:40<00:00,  2.84it/s]
Epoch 0: |          | 12036/? [1:10:40<00:00,  2.84it/s]
Epoch 0: |          | 12037/? [1:10:41<00:00,  2.84it/s]
Epoch 0: |          | 12037/? [1:10:41<00:00,  2.84it/s]
Epoch 0: |          | 12038/? [1:10:41<00:00,  2.84it/s]
Epoch 0: |          | 12038/? [1:10:41<00:00,  2.84it/s]
Epoch 0: |          | 12039/? [1:10:41<00:00,  2.84it/s]
Epoch 0: |          | 12039/? [1:10:41<00:00,  2.84it/s]
Epoch 0: |          | 12040/? [1:10:42<00:00,  2.84it/s]
Epoch 0: |          | 12040/? [1:10:42<00:00,  2.84it/s]
Epoch 0: |          | 12041/? [1:10:42<00:00,  2.84it/s]
Epoch 0: |          | 12041/? [1:10:42<00:00,  2.84it/s]
Epoch 0: |          | 12042/? [1:10:42<00:00,  2.84it/s]
Epoch 0: |          | 12042/? [1:10:42<00:00,  2.84it/s]
Epoch 0: |          | 12043/? [1:10:42<00:00,  2.84it/s]
Epoch 0: |          | 12043/? [1:10:42<00:00,  2.84it/s]
Epoch 0: |          | 12044/? [1:10:43<00:00,  2.84it/s]
Epoch 0: |          | 12044/? [1:10:43<00:00,  2.84it/s]
Epoch 0: |          | 12045/? [1:10:43<00:00,  2.84it/s]
Epoch 0: |          | 12045/? [1:10:43<00:00,  2.84it/s]
Epoch 0: |          | 12046/? [1:10:43<00:00,  2.84it/s]
Epoch 0: |          | 12046/? [1:10:43<00:00,  2.84it/s]
Epoch 0: |          | 12047/? [1:10:44<00:00,  2.84it/s]
Epoch 0: |          | 12047/? [1:10:44<00:00,  2.84it/s]
Epoch 0: |          | 12048/? [1:10:44<00:00,  2.84it/s]
Epoch 0: |          | 12048/? [1:10:44<00:00,  2.84it/s]
Epoch 0: |          | 12049/? [1:10:44<00:00,  2.84it/s]
Epoch 0: |          | 12049/? [1:10:44<00:00,  2.84it/s]
Epoch 0: |          | 12050/? [1:10:45<00:00,  2.84it/s]
Epoch 0: |          | 12050/? [1:10:45<00:00,  2.84it/s]
Epoch 0: |          | 12051/? [1:10:45<00:00,  2.84it/s]
Epoch 0: |          | 12051/? [1:10:45<00:00,  2.84it/s]
Epoch 0: |          | 12052/? [1:10:45<00:00,  2.84it/s]
Epoch 0: |          | 12052/? [1:10:45<00:00,  2.84it/s]
Epoch 0: |          | 12053/? [1:10:45<00:00,  2.84it/s]
Epoch 0: |          | 12053/? [1:10:45<00:00,  2.84it/s]
Epoch 0: |          | 12054/? [1:10:46<00:00,  2.84it/s]
Epoch 0: |          | 12054/? [1:10:46<00:00,  2.84it/s]
Epoch 0: |          | 12055/? [1:10:46<00:00,  2.84it/s]
Epoch 0: |          | 12055/? [1:10:46<00:00,  2.84it/s]
Epoch 0: |          | 12056/? [1:10:46<00:00,  2.84it/s]
Epoch 0: |          | 12056/? [1:10:46<00:00,  2.84it/s]
Epoch 0: |          | 12057/? [1:10:47<00:00,  2.84it/s]
Epoch 0: |          | 12057/? [1:10:47<00:00,  2.84it/s]
Epoch 0: |          | 12058/? [1:10:47<00:00,  2.84it/s]
Epoch 0: |          | 12058/? [1:10:47<00:00,  2.84it/s]
Epoch 0: |          | 12059/? [1:10:47<00:00,  2.84it/s]
Epoch 0: |          | 12059/? [1:10:47<00:00,  2.84it/s]
Epoch 0: |          | 12060/? [1:10:47<00:00,  2.84it/s]
Epoch 0: |          | 12060/? [1:10:47<00:00,  2.84it/s]
Epoch 0: |          | 12061/? [1:10:48<00:00,  2.84it/s]
Epoch 0: |          | 12061/? [1:10:48<00:00,  2.84it/s]
Epoch 0: |          | 12062/? [1:10:48<00:00,  2.84it/s]
Epoch 0: |          | 12062/? [1:10:48<00:00,  2.84it/s]
Epoch 0: |          | 12063/? [1:10:48<00:00,  2.84it/s]
Epoch 0: |          | 12063/? [1:10:48<00:00,  2.84it/s]
Epoch 0: |          | 12064/? [1:10:49<00:00,  2.84it/s]
Epoch 0: |          | 12064/? [1:10:49<00:00,  2.84it/s]
Epoch 0: |          | 12065/? [1:10:49<00:00,  2.84it/s]
Epoch 0: |          | 12065/? [1:10:49<00:00,  2.84it/s]
Epoch 0: |          | 12066/? [1:10:49<00:00,  2.84it/s]
Epoch 0: |          | 12066/? [1:10:49<00:00,  2.84it/s]
Epoch 0: |          | 12067/? [1:10:50<00:00,  2.84it/s]
Epoch 0: |          | 12067/? [1:10:50<00:00,  2.84it/s]
Epoch 0: |          | 12068/? [1:10:50<00:00,  2.84it/s]
Epoch 0: |          | 12068/? [1:10:50<00:00,  2.84it/s]
Epoch 0: |          | 12069/? [1:10:50<00:00,  2.84it/s]
Epoch 0: |          | 12069/? [1:10:50<00:00,  2.84it/s]
Epoch 0: |          | 12070/? [1:10:50<00:00,  2.84it/s]
Epoch 0: |          | 12070/? [1:10:50<00:00,  2.84it/s]
Epoch 0: |          | 12071/? [1:10:51<00:00,  2.84it/s]
Epoch 0: |          | 12071/? [1:10:51<00:00,  2.84it/s]
Epoch 0: |          | 12072/? [1:10:51<00:00,  2.84it/s]
Epoch 0: |          | 12072/? [1:10:51<00:00,  2.84it/s]
Epoch 0: |          | 12073/? [1:10:51<00:00,  2.84it/s]
Epoch 0: |          | 12073/? [1:10:51<00:00,  2.84it/s]
Epoch 0: |          | 12074/? [1:10:52<00:00,  2.84it/s]
Epoch 0: |          | 12074/? [1:10:52<00:00,  2.84it/s]
Epoch 0: |          | 12075/? [1:10:52<00:00,  2.84it/s]
Epoch 0: |          | 12075/? [1:10:52<00:00,  2.84it/s]
Epoch 0: |          | 12076/? [1:10:52<00:00,  2.84it/s]
Epoch 0: |          | 12076/? [1:10:52<00:00,  2.84it/s]
Epoch 0: |          | 12077/? [1:10:52<00:00,  2.84it/s]
Epoch 0: |          | 12077/? [1:10:52<00:00,  2.84it/s]
Epoch 0: |          | 12078/? [1:10:53<00:00,  2.84it/s]
Epoch 0: |          | 12078/? [1:10:53<00:00,  2.84it/s]
Epoch 0: |          | 12079/? [1:10:53<00:00,  2.84it/s]
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Epoch 0: |          | 12163/? [1:11:18<00:00,  2.84it/s]
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Epoch 0: |          | 12166/? [1:11:18<00:00,  2.84it/s]
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Epoch 0: |          | 12167/? [1:11:19<00:00,  2.84it/s]
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Epoch 0: |          | 12168/? [1:11:19<00:00,  2.84it/s]
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Epoch 0: |          | 12169/? [1:11:19<00:00,  2.84it/s]
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Epoch 0: |          | 12170/? [1:11:20<00:00,  2.84it/s]
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Epoch 0: |          | 12171/? [1:11:20<00:00,  2.84it/s]
Epoch 0: |          | 12171/? [1:11:20<00:00,  2.84it/s]
Epoch 0: |          | 12172/? [1:11:20<00:00,  2.84it/s]
Epoch 0: |          | 12172/? [1:11:20<00:00,  2.84it/s]
Epoch 0: |          | 12173/? [1:11:21<00:00,  2.84it/s]
Epoch 0: |          | 12173/? [1:11:21<00:00,  2.84it/s]
Epoch 0: |          | 12174/? [1:11:21<00:00,  2.84it/s]
Epoch 0: |          | 12174/? [1:11:21<00:00,  2.84it/s]
Epoch 0: |          | 12175/? [1:11:21<00:00,  2.84it/s]
Epoch 0: |          | 12175/? [1:11:21<00:00,  2.84it/s]
Epoch 0: |          | 12176/? [1:11:21<00:00,  2.84it/s]
Epoch 0: |          | 12176/? [1:11:21<00:00,  2.84it/s]
Epoch 0: |          | 12177/? [1:11:22<00:00,  2.84it/s]
Epoch 0: |          | 12177/? [1:11:22<00:00,  2.84it/s]
Epoch 0: |          | 12178/? [1:11:22<00:00,  2.84it/s]
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Epoch 0: |          | 12179/? [1:11:22<00:00,  2.84it/s]
Epoch 0: |          | 12179/? [1:11:22<00:00,  2.84it/s]
Epoch 0: |          | 12180/? [1:11:23<00:00,  2.84it/s]
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Epoch 0: |          | 12181/? [1:11:23<00:00,  2.84it/s]
Epoch 0: |          | 12181/? [1:11:23<00:00,  2.84it/s]
Epoch 0: |          | 12182/? [1:11:23<00:00,  2.84it/s]
Epoch 0: |          | 12182/? [1:11:23<00:00,  2.84it/s]
Epoch 0: |          | 12183/? [1:11:23<00:00,  2.84it/s]
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Epoch 0: |          | 12184/? [1:11:24<00:00,  2.84it/s]
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Epoch 0: |          | 12186/? [1:11:24<00:00,  2.84it/s]
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Epoch 0: |          | 12187/? [1:11:25<00:00,  2.84it/s]
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Epoch 0: |          | 12188/? [1:11:25<00:00,  2.84it/s]
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Epoch 0: |          | 12190/? [1:11:26<00:00,  2.84it/s]
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Epoch 0: |          | 12191/? [1:11:26<00:00,  2.84it/s]
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Epoch 0: |          | 12192/? [1:11:26<00:00,  2.84it/s]
Epoch 0: |          | 12192/? [1:11:26<00:00,  2.84it/s]
Epoch 0: |          | 12193/? [1:11:26<00:00,  2.84it/s]
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Epoch 0: |          | 12194/? [1:11:27<00:00,  2.84it/s]
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Epoch 0: |          | 12195/? [1:11:27<00:00,  2.84it/s]
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Epoch 0: |          | 12196/? [1:11:27<00:00,  2.84it/s]
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Epoch 0: |          | 12197/? [1:11:28<00:00,  2.84it/s]
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Epoch 0: |          | 12198/? [1:11:28<00:00,  2.84it/s]
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Epoch 0: |          | 12199/? [1:11:28<00:00,  2.84it/s]
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Epoch 0: |          | 12200/? [1:11:28<00:00,  2.84it/s]
Epoch 0: |          | 12200/? [1:11:28<00:00,  2.84it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.91it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 16.40it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 16.31it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 16.09it/s]

Epoch 0: |          | 12200/? [1:11:29<00:00,  2.84it/s]
Epoch 0: |          | 12201/? [1:11:29<00:00,  2.84it/s]
Epoch 0: |          | 12201/? [1:11:29<00:00,  2.84it/s]
Epoch 0: |          | 12202/? [1:11:29<00:00,  2.84it/s]
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Epoch 0: |          | 12203/? [1:11:30<00:00,  2.84it/s]
Epoch 0: |          | 12203/? [1:11:30<00:00,  2.84it/s]
Epoch 0: |          | 12204/? [1:11:30<00:00,  2.84it/s]
Epoch 0: |          | 12204/? [1:11:30<00:00,  2.84it/s]
Epoch 0: |          | 12205/? [1:11:30<00:00,  2.84it/s]
Epoch 0: |          | 12205/? [1:11:30<00:00,  2.84it/s]
Epoch 0: |          | 12206/? [1:11:30<00:00,  2.84it/s]
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Epoch 0: |          | 12214/? [1:11:33<00:00,  2.84it/s]
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Epoch 0: |          | 12215/? [1:11:33<00:00,  2.84it/s]
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Epoch 0: |          | 12224/? [1:11:36<00:00,  2.85it/s]
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Epoch 0: |          | 12227/? [1:11:37<00:00,  2.85it/s]
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Epoch 0: |          | 12229/? [1:11:37<00:00,  2.85it/s]
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Epoch 0: |          | 12230/? [1:11:37<00:00,  2.85it/s]
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Epoch 0: |          | 12231/? [1:11:38<00:00,  2.85it/s]
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Epoch 0: |          | 12232/? [1:11:38<00:00,  2.85it/s]
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Epoch 0: |          | 12233/? [1:11:38<00:00,  2.85it/s]
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Epoch 0: |          | 12234/? [1:11:39<00:00,  2.85it/s]
Epoch 0: |          | 12234/? [1:11:39<00:00,  2.85it/s]
Epoch 0: |          | 12235/? [1:11:39<00:00,  2.85it/s]
Epoch 0: |          | 12235/? [1:11:39<00:00,  2.85it/s]
Epoch 0: |          | 12236/? [1:11:39<00:00,  2.85it/s]
Epoch 0: |          | 12236/? [1:11:39<00:00,  2.85it/s]
Epoch 0: |          | 12237/? [1:11:40<00:00,  2.85it/s]
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Epoch 0: |          | 12238/? [1:11:40<00:00,  2.85it/s]
Epoch 0: |          | 12238/? [1:11:40<00:00,  2.85it/s]
Epoch 0: |          | 12239/? [1:11:40<00:00,  2.85it/s]
Epoch 0: |          | 12239/? [1:11:40<00:00,  2.85it/s]
Epoch 0: |          | 12240/? [1:11:40<00:00,  2.85it/s]
Epoch 0: |          | 12240/? [1:11:40<00:00,  2.85it/s]
Epoch 0: |          | 12241/? [1:11:41<00:00,  2.85it/s]
Epoch 0: |          | 12241/? [1:11:41<00:00,  2.85it/s]
Epoch 0: |          | 12242/? [1:11:41<00:00,  2.85it/s]
Epoch 0: |          | 12242/? [1:11:41<00:00,  2.85it/s]
Epoch 0: |          | 12243/? [1:11:41<00:00,  2.85it/s]
Epoch 0: |          | 12243/? [1:11:41<00:00,  2.85it/s]
Epoch 0: |          | 12244/? [1:11:42<00:00,  2.85it/s]
Epoch 0: |          | 12244/? [1:11:42<00:00,  2.85it/s]
Epoch 0: |          | 12245/? [1:11:42<00:00,  2.85it/s]
Epoch 0: |          | 12245/? [1:11:42<00:00,  2.85it/s]
Epoch 0: |          | 12246/? [1:11:42<00:00,  2.85it/s]
Epoch 0: |          | 12246/? [1:11:42<00:00,  2.85it/s]
Epoch 0: |          | 12247/? [1:11:42<00:00,  2.85it/s]
Epoch 0: |          | 12247/? [1:11:42<00:00,  2.85it/s]
Epoch 0: |          | 12248/? [1:11:43<00:00,  2.85it/s]
Epoch 0: |          | 12248/? [1:11:43<00:00,  2.85it/s]
Epoch 0: |          | 12249/? [1:11:43<00:00,  2.85it/s]
Epoch 0: |          | 12249/? [1:11:43<00:00,  2.85it/s]
Epoch 0: |          | 12250/? [1:11:43<00:00,  2.85it/s]
Epoch 0: |          | 12250/? [1:11:43<00:00,  2.85it/s]
Epoch 0: |          | 12251/? [1:11:44<00:00,  2.85it/s]
Epoch 0: |          | 12251/? [1:11:44<00:00,  2.85it/s]
Epoch 0: |          | 12252/? [1:11:44<00:00,  2.85it/s]
Epoch 0: |          | 12252/? [1:11:44<00:00,  2.85it/s]
Epoch 0: |          | 12253/? [1:11:44<00:00,  2.85it/s]
Epoch 0: |          | 12253/? [1:11:44<00:00,  2.85it/s]
Epoch 0: |          | 12254/? [1:11:45<00:00,  2.85it/s]
Epoch 0: |          | 12254/? [1:11:45<00:00,  2.85it/s]
Epoch 0: |          | 12255/? [1:11:45<00:00,  2.85it/s]
Epoch 0: |          | 12255/? [1:11:45<00:00,  2.85it/s]
Epoch 0: |          | 12256/? [1:11:45<00:00,  2.85it/s]
Epoch 0: |          | 12256/? [1:11:45<00:00,  2.85it/s]
Epoch 0: |          | 12257/? [1:11:45<00:00,  2.85it/s]
Epoch 0: |          | 12257/? [1:11:45<00:00,  2.85it/s]
Epoch 0: |          | 12258/? [1:11:46<00:00,  2.85it/s]
Epoch 0: |          | 12258/? [1:11:46<00:00,  2.85it/s]
Epoch 0: |          | 12259/? [1:11:46<00:00,  2.85it/s]
Epoch 0: |          | 12259/? [1:11:46<00:00,  2.85it/s]
Epoch 0: |          | 12260/? [1:11:46<00:00,  2.85it/s]
Epoch 0: |          | 12260/? [1:11:46<00:00,  2.85it/s]
Epoch 0: |          | 12261/? [1:11:47<00:00,  2.85it/s]
Epoch 0: |          | 12261/? [1:11:47<00:00,  2.85it/s]
Epoch 0: |          | 12262/? [1:11:47<00:00,  2.85it/s]
Epoch 0: |          | 12262/? [1:11:47<00:00,  2.85it/s]
Epoch 0: |          | 12263/? [1:11:47<00:00,  2.85it/s]
Epoch 0: |          | 12263/? [1:11:47<00:00,  2.85it/s]
Epoch 0: |          | 12264/? [1:11:47<00:00,  2.85it/s]
Epoch 0: |          | 12264/? [1:11:47<00:00,  2.85it/s]
Epoch 0: |          | 12265/? [1:11:48<00:00,  2.85it/s]
Epoch 0: |          | 12265/? [1:11:48<00:00,  2.85it/s]
Epoch 0: |          | 12266/? [1:11:48<00:00,  2.85it/s]
Epoch 0: |          | 12266/? [1:11:48<00:00,  2.85it/s]
Epoch 0: |          | 12267/? [1:11:48<00:00,  2.85it/s]
Epoch 0: |          | 12267/? [1:11:48<00:00,  2.85it/s]
Epoch 0: |          | 12268/? [1:11:49<00:00,  2.85it/s]
Epoch 0: |          | 12268/? [1:11:49<00:00,  2.85it/s]
Epoch 0: |          | 12269/? [1:11:49<00:00,  2.85it/s]
Epoch 0: |          | 12269/? [1:11:49<00:00,  2.85it/s]
Epoch 0: |          | 12270/? [1:11:49<00:00,  2.85it/s]
Epoch 0: |          | 12270/? [1:11:49<00:00,  2.85it/s]
Epoch 0: |          | 12271/? [1:11:49<00:00,  2.85it/s]
Epoch 0: |          | 12271/? [1:11:49<00:00,  2.85it/s]
Epoch 0: |          | 12272/? [1:11:50<00:00,  2.85it/s]
Epoch 0: |          | 12272/? [1:11:50<00:00,  2.85it/s]
Epoch 0: |          | 12273/? [1:11:50<00:00,  2.85it/s]
Epoch 0: |          | 12273/? [1:11:50<00:00,  2.85it/s]
Epoch 0: |          | 12274/? [1:11:50<00:00,  2.85it/s]
Epoch 0: |          | 12274/? [1:11:50<00:00,  2.85it/s]
Epoch 0: |          | 12275/? [1:11:51<00:00,  2.85it/s]
Epoch 0: |          | 12275/? [1:11:51<00:00,  2.85it/s]
Epoch 0: |          | 12276/? [1:11:51<00:00,  2.85it/s]
Epoch 0: |          | 12276/? [1:11:51<00:00,  2.85it/s]
Epoch 0: |          | 12277/? [1:11:51<00:00,  2.85it/s]
Epoch 0: |          | 12277/? [1:11:51<00:00,  2.85it/s]
Epoch 0: |          | 12278/? [1:11:52<00:00,  2.85it/s]
Epoch 0: |          | 12278/? [1:11:52<00:00,  2.85it/s]
Epoch 0: |          | 12279/? [1:11:52<00:00,  2.85it/s]
Epoch 0: |          | 12279/? [1:11:52<00:00,  2.85it/s]
Epoch 0: |          | 12280/? [1:11:52<00:00,  2.85it/s]
Epoch 0: |          | 12280/? [1:11:52<00:00,  2.85it/s]
Epoch 0: |          | 12281/? [1:11:52<00:00,  2.85it/s]
Epoch 0: |          | 12281/? [1:11:52<00:00,  2.85it/s]
Epoch 0: |          | 12282/? [1:11:53<00:00,  2.85it/s]
Epoch 0: |          | 12282/? [1:11:53<00:00,  2.85it/s]
Epoch 0: |          | 12283/? [1:11:53<00:00,  2.85it/s]
Epoch 0: |          | 12283/? [1:11:53<00:00,  2.85it/s]
Epoch 0: |          | 12284/? [1:11:53<00:00,  2.85it/s]
Epoch 0: |          | 12284/? [1:11:53<00:00,  2.85it/s]
Epoch 0: |          | 12285/? [1:11:54<00:00,  2.85it/s]
Epoch 0: |          | 12285/? [1:11:54<00:00,  2.85it/s]
Epoch 0: |          | 12286/? [1:11:54<00:00,  2.85it/s]
Epoch 0: |          | 12286/? [1:11:54<00:00,  2.85it/s]
Epoch 0: |          | 12287/? [1:11:54<00:00,  2.85it/s]
Epoch 0: |          | 12287/? [1:11:54<00:00,  2.85it/s]
Epoch 0: |          | 12288/? [1:11:54<00:00,  2.85it/s]
Epoch 0: |          | 12288/? [1:11:54<00:00,  2.85it/s]
Epoch 0: |          | 12289/? [1:11:55<00:00,  2.85it/s]
Epoch 0: |          | 12289/? [1:11:55<00:00,  2.85it/s]
Epoch 0: |          | 12290/? [1:11:55<00:00,  2.85it/s]
Epoch 0: |          | 12290/? [1:11:55<00:00,  2.85it/s]
Epoch 0: |          | 12291/? [1:11:55<00:00,  2.85it/s]
Epoch 0: |          | 12291/? [1:11:55<00:00,  2.85it/s]
Epoch 0: |          | 12292/? [1:11:56<00:00,  2.85it/s]
Epoch 0: |          | 12292/? [1:11:56<00:00,  2.85it/s]
Epoch 0: |          | 12293/? [1:11:56<00:00,  2.85it/s]
Epoch 0: |          | 12293/? [1:11:56<00:00,  2.85it/s]
Epoch 0: |          | 12294/? [1:11:56<00:00,  2.85it/s]
Epoch 0: |          | 12294/? [1:11:56<00:00,  2.85it/s]
Epoch 0: |          | 12295/? [1:11:57<00:00,  2.85it/s]
Epoch 0: |          | 12295/? [1:11:57<00:00,  2.85it/s]
Epoch 0: |          | 12296/? [1:11:57<00:00,  2.85it/s]
Epoch 0: |          | 12296/? [1:11:57<00:00,  2.85it/s]
Epoch 0: |          | 12297/? [1:11:57<00:00,  2.85it/s]
Epoch 0: |          | 12297/? [1:11:57<00:00,  2.85it/s]
Epoch 0: |          | 12298/? [1:11:57<00:00,  2.85it/s]
Epoch 0: |          | 12298/? [1:11:57<00:00,  2.85it/s]
Epoch 0: |          | 12299/? [1:11:58<00:00,  2.85it/s]
Epoch 0: |          | 12299/? [1:11:58<00:00,  2.85it/s]
Epoch 0: |          | 12300/? [1:11:58<00:00,  2.85it/s]
Epoch 0: |          | 12300/? [1:11:58<00:00,  2.85it/s]
Epoch 0: |          | 12301/? [1:11:58<00:00,  2.85it/s]
Epoch 0: |          | 12301/? [1:11:58<00:00,  2.85it/s]
Epoch 0: |          | 12302/? [1:11:59<00:00,  2.85it/s]
Epoch 0: |          | 12302/? [1:11:59<00:00,  2.85it/s]
Epoch 0: |          | 12303/? [1:11:59<00:00,  2.85it/s]
Epoch 0: |          | 12303/? [1:11:59<00:00,  2.85it/s]
Epoch 0: |          | 12304/? [1:11:59<00:00,  2.85it/s]
Epoch 0: |          | 12304/? [1:11:59<00:00,  2.85it/s]
Epoch 0: |          | 12305/? [1:11:59<00:00,  2.85it/s]
Epoch 0: |          | 12305/? [1:11:59<00:00,  2.85it/s]
Epoch 0: |          | 12306/? [1:12:00<00:00,  2.85it/s]
Epoch 0: |          | 12306/? [1:12:00<00:00,  2.85it/s]
Epoch 0: |          | 12307/? [1:12:00<00:00,  2.85it/s]
Epoch 0: |          | 12307/? [1:12:00<00:00,  2.85it/s]
Epoch 0: |          | 12308/? [1:12:00<00:00,  2.85it/s]
Epoch 0: |          | 12308/? [1:12:00<00:00,  2.85it/s]
Epoch 0: |          | 12309/? [1:12:01<00:00,  2.85it/s]
Epoch 0: |          | 12309/? [1:12:01<00:00,  2.85it/s]
Epoch 0: |          | 12310/? [1:12:01<00:00,  2.85it/s]
Epoch 0: |          | 12310/? [1:12:01<00:00,  2.85it/s]
Epoch 0: |          | 12311/? [1:12:01<00:00,  2.85it/s]
Epoch 0: |          | 12311/? [1:12:01<00:00,  2.85it/s]
Epoch 0: |          | 12312/? [1:12:01<00:00,  2.85it/s]
Epoch 0: |          | 12312/? [1:12:01<00:00,  2.85it/s]
Epoch 0: |          | 12313/? [1:12:02<00:00,  2.85it/s]
Epoch 0: |          | 12313/? [1:12:02<00:00,  2.85it/s]
Epoch 0: |          | 12314/? [1:12:02<00:00,  2.85it/s]
Epoch 0: |          | 12314/? [1:12:02<00:00,  2.85it/s]
Epoch 0: |          | 12315/? [1:12:02<00:00,  2.85it/s]
Epoch 0: |          | 12315/? [1:12:02<00:00,  2.85it/s]
Epoch 0: |          | 12316/? [1:12:03<00:00,  2.85it/s]
Epoch 0: |          | 12316/? [1:12:03<00:00,  2.85it/s]
Epoch 0: |          | 12317/? [1:12:03<00:00,  2.85it/s]
Epoch 0: |          | 12317/? [1:12:03<00:00,  2.85it/s]
Epoch 0: |          | 12318/? [1:12:03<00:00,  2.85it/s]
Epoch 0: |          | 12318/? [1:12:03<00:00,  2.85it/s]
Epoch 0: |          | 12319/? [1:12:04<00:00,  2.85it/s]
Epoch 0: |          | 12319/? [1:12:04<00:00,  2.85it/s]
Epoch 0: |          | 12320/? [1:12:04<00:00,  2.85it/s]
Epoch 0: |          | 12320/? [1:12:04<00:00,  2.85it/s]
Epoch 0: |          | 12321/? [1:12:04<00:00,  2.85it/s]
Epoch 0: |          | 12321/? [1:12:04<00:00,  2.85it/s]
Epoch 0: |          | 12322/? [1:12:04<00:00,  2.85it/s]
Epoch 0: |          | 12322/? [1:12:04<00:00,  2.85it/s]
Epoch 0: |          | 12323/? [1:12:05<00:00,  2.85it/s]
Epoch 0: |          | 12323/? [1:12:05<00:00,  2.85it/s]
Epoch 0: |          | 12324/? [1:12:05<00:00,  2.85it/s]
Epoch 0: |          | 12324/? [1:12:05<00:00,  2.85it/s]
Epoch 0: |          | 12325/? [1:12:05<00:00,  2.85it/s]
Epoch 0: |          | 12325/? [1:12:05<00:00,  2.85it/s]
Epoch 0: |          | 12326/? [1:12:06<00:00,  2.85it/s]
Epoch 0: |          | 12326/? [1:12:06<00:00,  2.85it/s]
Epoch 0: |          | 12327/? [1:12:06<00:00,  2.85it/s]
Epoch 0: |          | 12327/? [1:12:06<00:00,  2.85it/s]
Epoch 0: |          | 12328/? [1:12:06<00:00,  2.85it/s]
Epoch 0: |          | 12328/? [1:12:06<00:00,  2.85it/s]
Epoch 0: |          | 12329/? [1:12:06<00:00,  2.85it/s]
Epoch 0: |          | 12329/? [1:12:06<00:00,  2.85it/s]
Epoch 0: |          | 12330/? [1:12:07<00:00,  2.85it/s]
Epoch 0: |          | 12330/? [1:12:07<00:00,  2.85it/s]
Epoch 0: |          | 12331/? [1:12:07<00:00,  2.85it/s]
Epoch 0: |          | 12331/? [1:12:07<00:00,  2.85it/s]
Epoch 0: |          | 12332/? [1:12:07<00:00,  2.85it/s]
Epoch 0: |          | 12332/? [1:12:07<00:00,  2.85it/s]
Epoch 0: |          | 12333/? [1:12:08<00:00,  2.85it/s]
Epoch 0: |          | 12333/? [1:12:08<00:00,  2.85it/s]
Epoch 0: |          | 12334/? [1:12:08<00:00,  2.85it/s]
Epoch 0: |          | 12334/? [1:12:08<00:00,  2.85it/s]
Epoch 0: |          | 12335/? [1:12:08<00:00,  2.85it/s]
Epoch 0: |          | 12335/? [1:12:08<00:00,  2.85it/s]
Epoch 0: |          | 12336/? [1:12:08<00:00,  2.85it/s]
Epoch 0: |          | 12336/? [1:12:08<00:00,  2.85it/s]
Epoch 0: |          | 12337/? [1:12:09<00:00,  2.85it/s]
Epoch 0: |          | 12337/? [1:12:09<00:00,  2.85it/s]
Epoch 0: |          | 12338/? [1:12:09<00:00,  2.85it/s]
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Epoch 0: |          | 12340/? [1:12:10<00:00,  2.85it/s]
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Epoch 0: |          | 12341/? [1:12:10<00:00,  2.85it/s]
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Epoch 0: |          | 12342/? [1:12:10<00:00,  2.85it/s]
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Epoch 0: |          | 12343/? [1:12:10<00:00,  2.85it/s]
Epoch 0: |          | 12343/? [1:12:10<00:00,  2.85it/s]
Epoch 0: |          | 12344/? [1:12:11<00:00,  2.85it/s]
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Epoch 0: |          | 12345/? [1:12:11<00:00,  2.85it/s]
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Epoch 0: |          | 12347/? [1:12:12<00:00,  2.85it/s]
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Epoch 0: |          | 12349/? [1:12:12<00:00,  2.85it/s]
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Epoch 0: |          | 12350/? [1:12:12<00:00,  2.85it/s]
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Epoch 0: |          | 12351/? [1:12:13<00:00,  2.85it/s]
Epoch 0: |          | 12351/? [1:12:13<00:00,  2.85it/s]
Epoch 0: |          | 12352/? [1:12:13<00:00,  2.85it/s]
Epoch 0: |          | 12352/? [1:12:13<00:00,  2.85it/s]
Epoch 0: |          | 12353/? [1:12:13<00:00,  2.85it/s]
Epoch 0: |          | 12353/? [1:12:13<00:00,  2.85it/s]
Epoch 0: |          | 12354/? [1:12:14<00:00,  2.85it/s]
Epoch 0: |          | 12354/? [1:12:14<00:00,  2.85it/s]
Epoch 0: |          | 12355/? [1:12:14<00:00,  2.85it/s]
Epoch 0: |          | 12355/? [1:12:14<00:00,  2.85it/s]
Epoch 0: |          | 12356/? [1:12:14<00:00,  2.85it/s]
Epoch 0: |          | 12356/? [1:12:14<00:00,  2.85it/s]
Epoch 0: |          | 12357/? [1:12:15<00:00,  2.85it/s]
Epoch 0: |          | 12357/? [1:12:15<00:00,  2.85it/s]
Epoch 0: |          | 12358/? [1:12:15<00:00,  2.85it/s]
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Epoch 0: |          | 12359/? [1:12:15<00:00,  2.85it/s]
Epoch 0: |          | 12359/? [1:12:15<00:00,  2.85it/s]
Epoch 0: |          | 12360/? [1:12:15<00:00,  2.85it/s]
Epoch 0: |          | 12360/? [1:12:15<00:00,  2.85it/s]
Epoch 0: |          | 12361/? [1:12:16<00:00,  2.85it/s]
Epoch 0: |          | 12361/? [1:12:16<00:00,  2.85it/s]
Epoch 0: |          | 12362/? [1:12:16<00:00,  2.85it/s]
Epoch 0: |          | 12362/? [1:12:16<00:00,  2.85it/s]
Epoch 0: |          | 12363/? [1:12:16<00:00,  2.85it/s]
Epoch 0: |          | 12363/? [1:12:16<00:00,  2.85it/s]
Epoch 0: |          | 12364/? [1:12:17<00:00,  2.85it/s]
Epoch 0: |          | 12364/? [1:12:17<00:00,  2.85it/s]
Epoch 0: |          | 12365/? [1:12:17<00:00,  2.85it/s]
Epoch 0: |          | 12365/? [1:12:17<00:00,  2.85it/s]
Epoch 0: |          | 12366/? [1:12:17<00:00,  2.85it/s]
Epoch 0: |          | 12366/? [1:12:17<00:00,  2.85it/s]
Epoch 0: |          | 12367/? [1:12:18<00:00,  2.85it/s]
Epoch 0: |          | 12367/? [1:12:18<00:00,  2.85it/s]
Epoch 0: |          | 12368/? [1:12:18<00:00,  2.85it/s]
Epoch 0: |          | 12368/? [1:12:18<00:00,  2.85it/s]
Epoch 0: |          | 12369/? [1:12:18<00:00,  2.85it/s]
Epoch 0: |          | 12369/? [1:12:18<00:00,  2.85it/s]
Epoch 0: |          | 12370/? [1:12:18<00:00,  2.85it/s]
Epoch 0: |          | 12370/? [1:12:18<00:00,  2.85it/s]
Epoch 0: |          | 12371/? [1:12:19<00:00,  2.85it/s]
Epoch 0: |          | 12371/? [1:12:19<00:00,  2.85it/s]
Epoch 0: |          | 12372/? [1:12:19<00:00,  2.85it/s]
Epoch 0: |          | 12372/? [1:12:19<00:00,  2.85it/s]
Epoch 0: |          | 12373/? [1:12:19<00:00,  2.85it/s]
Epoch 0: |          | 12373/? [1:12:19<00:00,  2.85it/s]
Epoch 0: |          | 12374/? [1:12:20<00:00,  2.85it/s]
Epoch 0: |          | 12374/? [1:12:20<00:00,  2.85it/s]
Epoch 0: |          | 12375/? [1:12:20<00:00,  2.85it/s]
Epoch 0: |          | 12375/? [1:12:20<00:00,  2.85it/s]
Epoch 0: |          | 12376/? [1:12:20<00:00,  2.85it/s]
Epoch 0: |          | 12376/? [1:12:20<00:00,  2.85it/s]
Epoch 0: |          | 12377/? [1:12:21<00:00,  2.85it/s]
Epoch 0: |          | 12377/? [1:12:21<00:00,  2.85it/s]
Epoch 0: |          | 12378/? [1:12:21<00:00,  2.85it/s]
Epoch 0: |          | 12378/? [1:12:21<00:00,  2.85it/s]
Epoch 0: |          | 12379/? [1:12:21<00:00,  2.85it/s]
Epoch 0: |          | 12379/? [1:12:21<00:00,  2.85it/s]
Epoch 0: |          | 12380/? [1:12:21<00:00,  2.85it/s]
Epoch 0: |          | 12380/? [1:12:21<00:00,  2.85it/s]
Epoch 0: |          | 12381/? [1:12:22<00:00,  2.85it/s]
Epoch 0: |          | 12381/? [1:12:22<00:00,  2.85it/s]
Epoch 0: |          | 12382/? [1:12:22<00:00,  2.85it/s]
Epoch 0: |          | 12382/? [1:12:22<00:00,  2.85it/s]
Epoch 0: |          | 12383/? [1:12:22<00:00,  2.85it/s]
Epoch 0: |          | 12383/? [1:12:22<00:00,  2.85it/s]
Epoch 0: |          | 12384/? [1:12:23<00:00,  2.85it/s]
Epoch 0: |          | 12384/? [1:12:23<00:00,  2.85it/s]
Epoch 0: |          | 12385/? [1:12:23<00:00,  2.85it/s]
Epoch 0: |          | 12385/? [1:12:23<00:00,  2.85it/s]
Epoch 0: |          | 12386/? [1:12:23<00:00,  2.85it/s]
Epoch 0: |          | 12386/? [1:12:23<00:00,  2.85it/s]
Epoch 0: |          | 12387/? [1:12:23<00:00,  2.85it/s]
Epoch 0: |          | 12387/? [1:12:23<00:00,  2.85it/s]
Epoch 0: |          | 12388/? [1:12:24<00:00,  2.85it/s]
Epoch 0: |          | 12388/? [1:12:24<00:00,  2.85it/s]
Epoch 0: |          | 12389/? [1:12:24<00:00,  2.85it/s]
Epoch 0: |          | 12389/? [1:12:24<00:00,  2.85it/s]
Epoch 0: |          | 12390/? [1:12:24<00:00,  2.85it/s]
Epoch 0: |          | 12390/? [1:12:24<00:00,  2.85it/s]
Epoch 0: |          | 12391/? [1:12:25<00:00,  2.85it/s]
Epoch 0: |          | 12391/? [1:12:25<00:00,  2.85it/s]
Epoch 0: |          | 12392/? [1:12:25<00:00,  2.85it/s]
Epoch 0: |          | 12392/? [1:12:25<00:00,  2.85it/s]
Epoch 0: |          | 12393/? [1:12:25<00:00,  2.85it/s]
Epoch 0: |          | 12393/? [1:12:25<00:00,  2.85it/s]
Epoch 0: |          | 12394/? [1:12:25<00:00,  2.85it/s]
Epoch 0: |          | 12394/? [1:12:25<00:00,  2.85it/s]
Epoch 0: |          | 12395/? [1:12:26<00:00,  2.85it/s]
Epoch 0: |          | 12395/? [1:12:26<00:00,  2.85it/s]
Epoch 0: |          | 12396/? [1:12:26<00:00,  2.85it/s]
Epoch 0: |          | 12396/? [1:12:26<00:00,  2.85it/s]
Epoch 0: |          | 12397/? [1:12:26<00:00,  2.85it/s]
Epoch 0: |          | 12397/? [1:12:26<00:00,  2.85it/s]
Epoch 0: |          | 12398/? [1:12:27<00:00,  2.85it/s]
Epoch 0: |          | 12398/? [1:12:27<00:00,  2.85it/s]
Epoch 0: |          | 12399/? [1:12:27<00:00,  2.85it/s]
Epoch 0: |          | 12399/? [1:12:27<00:00,  2.85it/s]
Epoch 0: |          | 12400/? [1:12:27<00:00,  2.85it/s]
Epoch 0: |          | 12400/? [1:12:27<00:00,  2.85it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.42it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 16.73it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 16.46it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 16.48it/s]

Epoch 0: |          | 12400/? [1:12:28<00:00,  2.85it/s]
Epoch 0: |          | 12401/? [1:12:28<00:00,  2.85it/s]
Epoch 0: |          | 12401/? [1:12:28<00:00,  2.85it/s]
Epoch 0: |          | 12402/? [1:12:28<00:00,  2.85it/s]
Epoch 0: |          | 12402/? [1:12:28<00:00,  2.85it/s]
Epoch 0: |          | 12403/? [1:12:28<00:00,  2.85it/s]
Epoch 0: |          | 12403/? [1:12:28<00:00,  2.85it/s]
Epoch 0: |          | 12404/? [1:12:29<00:00,  2.85it/s]
Epoch 0: |          | 12404/? [1:12:29<00:00,  2.85it/s]
Epoch 0: |          | 12405/? [1:12:29<00:00,  2.85it/s]
Epoch 0: |          | 12405/? [1:12:29<00:00,  2.85it/s]
Epoch 0: |          | 12406/? [1:12:29<00:00,  2.85it/s]
Epoch 0: |          | 12406/? [1:12:29<00:00,  2.85it/s]
Epoch 0: |          | 12407/? [1:12:30<00:00,  2.85it/s]
Epoch 0: |          | 12407/? [1:12:30<00:00,  2.85it/s]
Epoch 0: |          | 12408/? [1:12:30<00:00,  2.85it/s]
Epoch 0: |          | 12408/? [1:12:30<00:00,  2.85it/s]
Epoch 0: |          | 12409/? [1:12:30<00:00,  2.85it/s]
Epoch 0: |          | 12409/? [1:12:30<00:00,  2.85it/s]
Epoch 0: |          | 12410/? [1:12:31<00:00,  2.85it/s]
Epoch 0: |          | 12410/? [1:12:31<00:00,  2.85it/s]
Epoch 0: |          | 12411/? [1:12:31<00:00,  2.85it/s]
Epoch 0: |          | 12411/? [1:12:31<00:00,  2.85it/s]
Epoch 0: |          | 12412/? [1:12:31<00:00,  2.85it/s]
Epoch 0: |          | 12412/? [1:12:31<00:00,  2.85it/s]
Epoch 0: |          | 12413/? [1:12:32<00:00,  2.85it/s]
Epoch 0: |          | 12413/? [1:12:32<00:00,  2.85it/s]
Epoch 0: |          | 12414/? [1:12:32<00:00,  2.85it/s]
Epoch 0: |          | 12414/? [1:12:32<00:00,  2.85it/s]
Epoch 0: |          | 12415/? [1:12:32<00:00,  2.85it/s]
Epoch 0: |          | 12415/? [1:12:32<00:00,  2.85it/s]
Epoch 0: |          | 12416/? [1:12:33<00:00,  2.85it/s]
Epoch 0: |          | 12416/? [1:12:33<00:00,  2.85it/s]
Epoch 0: |          | 12417/? [1:12:33<00:00,  2.85it/s]
Epoch 0: |          | 12417/? [1:12:33<00:00,  2.85it/s]
Epoch 0: |          | 12418/? [1:12:33<00:00,  2.85it/s]
Epoch 0: |          | 12418/? [1:12:33<00:00,  2.85it/s]
Epoch 0: |          | 12419/? [1:12:33<00:00,  2.85it/s]
Epoch 0: |          | 12419/? [1:12:33<00:00,  2.85it/s]
Epoch 0: |          | 12420/? [1:12:34<00:00,  2.85it/s]
Epoch 0: |          | 12420/? [1:12:34<00:00,  2.85it/s]
Epoch 0: |          | 12421/? [1:12:34<00:00,  2.85it/s]
Epoch 0: |          | 12421/? [1:12:34<00:00,  2.85it/s]
Epoch 0: |          | 12422/? [1:12:34<00:00,  2.85it/s]
Epoch 0: |          | 12422/? [1:12:34<00:00,  2.85it/s]
Epoch 0: |          | 12423/? [1:12:35<00:00,  2.85it/s]
Epoch 0: |          | 12423/? [1:12:35<00:00,  2.85it/s]
Epoch 0: |          | 12424/? [1:12:35<00:00,  2.85it/s]
Epoch 0: |          | 12424/? [1:12:35<00:00,  2.85it/s]
Epoch 0: |          | 12425/? [1:12:35<00:00,  2.85it/s]
Epoch 0: |          | 12425/? [1:12:35<00:00,  2.85it/s]
Epoch 0: |          | 12426/? [1:12:35<00:00,  2.85it/s]
Epoch 0: |          | 12426/? [1:12:35<00:00,  2.85it/s]
Epoch 0: |          | 12427/? [1:12:36<00:00,  2.85it/s]
Epoch 0: |          | 12427/? [1:12:36<00:00,  2.85it/s]
Epoch 0: |          | 12428/? [1:12:36<00:00,  2.85it/s]
Epoch 0: |          | 12428/? [1:12:36<00:00,  2.85it/s]
Epoch 0: |          | 12429/? [1:12:36<00:00,  2.85it/s]
Epoch 0: |          | 12429/? [1:12:36<00:00,  2.85it/s]
Epoch 0: |          | 12430/? [1:12:37<00:00,  2.85it/s]
Epoch 0: |          | 12430/? [1:12:37<00:00,  2.85it/s]
Epoch 0: |          | 12431/? [1:12:37<00:00,  2.85it/s]
Epoch 0: |          | 12431/? [1:12:37<00:00,  2.85it/s]
Epoch 0: |          | 12432/? [1:12:37<00:00,  2.85it/s]
Epoch 0: |          | 12432/? [1:12:37<00:00,  2.85it/s]
Epoch 0: |          | 12433/? [1:12:38<00:00,  2.85it/s]
Epoch 0: |          | 12433/? [1:12:38<00:00,  2.85it/s]
Epoch 0: |          | 12434/? [1:12:38<00:00,  2.85it/s]
Epoch 0: |          | 12434/? [1:12:38<00:00,  2.85it/s]
Epoch 0: |          | 12435/? [1:12:38<00:00,  2.85it/s]
Epoch 0: |          | 12435/? [1:12:38<00:00,  2.85it/s]
Epoch 0: |          | 12436/? [1:12:38<00:00,  2.85it/s]
Epoch 0: |          | 12436/? [1:12:38<00:00,  2.85it/s]
Epoch 0: |          | 12437/? [1:12:39<00:00,  2.85it/s]
Epoch 0: |          | 12437/? [1:12:39<00:00,  2.85it/s]
Epoch 0: |          | 12438/? [1:12:39<00:00,  2.85it/s]
Epoch 0: |          | 12438/? [1:12:39<00:00,  2.85it/s]
Epoch 0: |          | 12439/? [1:12:39<00:00,  2.85it/s]
Epoch 0: |          | 12439/? [1:12:39<00:00,  2.85it/s]
Epoch 0: |          | 12440/? [1:12:40<00:00,  2.85it/s]
Epoch 0: |          | 12440/? [1:12:40<00:00,  2.85it/s]
Epoch 0: |          | 12441/? [1:12:40<00:00,  2.85it/s]
Epoch 0: |          | 12441/? [1:12:40<00:00,  2.85it/s]
Epoch 0: |          | 12442/? [1:12:40<00:00,  2.85it/s]
Epoch 0: |          | 12442/? [1:12:40<00:00,  2.85it/s]
Epoch 0: |          | 12443/? [1:12:40<00:00,  2.85it/s]
Epoch 0: |          | 12443/? [1:12:40<00:00,  2.85it/s]
Epoch 0: |          | 12444/? [1:12:41<00:00,  2.85it/s]
Epoch 0: |          | 12444/? [1:12:41<00:00,  2.85it/s]
Epoch 0: |          | 12445/? [1:12:41<00:00,  2.85it/s]
Epoch 0: |          | 12445/? [1:12:41<00:00,  2.85it/s]
Epoch 0: |          | 12446/? [1:12:41<00:00,  2.85it/s]
Epoch 0: |          | 12446/? [1:12:41<00:00,  2.85it/s]
Epoch 0: |          | 12447/? [1:12:42<00:00,  2.85it/s]
Epoch 0: |          | 12447/? [1:12:42<00:00,  2.85it/s]
Epoch 0: |          | 12448/? [1:12:42<00:00,  2.85it/s]
Epoch 0: |          | 12448/? [1:12:42<00:00,  2.85it/s]
Epoch 0: |          | 12449/? [1:12:42<00:00,  2.85it/s]
Epoch 0: |          | 12449/? [1:12:42<00:00,  2.85it/s]
Epoch 0: |          | 12450/? [1:12:43<00:00,  2.85it/s]
Epoch 0: |          | 12450/? [1:12:43<00:00,  2.85it/s]
Epoch 0: |          | 12451/? [1:12:43<00:00,  2.85it/s]
Epoch 0: |          | 12451/? [1:12:43<00:00,  2.85it/s]
Epoch 0: |          | 12452/? [1:12:43<00:00,  2.85it/s]
Epoch 0: |          | 12452/? [1:12:43<00:00,  2.85it/s]
Epoch 0: |          | 12453/? [1:12:43<00:00,  2.85it/s]
Epoch 0: |          | 12453/? [1:12:43<00:00,  2.85it/s]
Epoch 0: |          | 12454/? [1:12:44<00:00,  2.85it/s]
Epoch 0: |          | 12454/? [1:12:44<00:00,  2.85it/s]
Epoch 0: |          | 12455/? [1:12:44<00:00,  2.85it/s]
Epoch 0: |          | 12455/? [1:12:44<00:00,  2.85it/s]
Epoch 0: |          | 12456/? [1:12:44<00:00,  2.85it/s]
Epoch 0: |          | 12456/? [1:12:44<00:00,  2.85it/s]
Epoch 0: |          | 12457/? [1:12:45<00:00,  2.85it/s]
Epoch 0: |          | 12457/? [1:12:45<00:00,  2.85it/s]
Epoch 0: |          | 12458/? [1:12:45<00:00,  2.85it/s]
Epoch 0: |          | 12458/? [1:12:45<00:00,  2.85it/s]
Epoch 0: |          | 12459/? [1:12:45<00:00,  2.85it/s]
Epoch 0: |          | 12459/? [1:12:45<00:00,  2.85it/s]
Epoch 0: |          | 12460/? [1:12:45<00:00,  2.85it/s]
Epoch 0: |          | 12460/? [1:12:45<00:00,  2.85it/s]
Epoch 0: |          | 12461/? [1:12:46<00:00,  2.85it/s]
Epoch 0: |          | 12461/? [1:12:46<00:00,  2.85it/s]
Epoch 0: |          | 12462/? [1:12:46<00:00,  2.85it/s]
Epoch 0: |          | 12462/? [1:12:46<00:00,  2.85it/s]
Epoch 0: |          | 12463/? [1:12:46<00:00,  2.85it/s]
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LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'test_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.
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Test results saved to /tmp/outputs/imagedream-sd21-shading/Daenerys_Targaryen_from_game_of_throne,_full_body,_blender_3d,_artstation_and_behance,_Disney_Pixar,_Mobile_game_character,_clash_royale,_cute@20240112-135621/save
Loading Multiview Diffusion ...
Initializing Latent Diffusion Interface
time steps:  1000
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
making attention of type 'vanilla-xformers' with 512 in_channels
building MemoryEfficientAttnBlock with 512 in_channels...
Working with z of shape (1, 4, 32, 32) = 4096 dimensions.
making attention of type 'vanilla-xformers' with 512 in_channels
building MemoryEfficientAttnBlock with 512 in_channels...
Loaded Multiview Diffusion!
Using prompt [Daenerys Targaryen from game of throne, full body, blender 3d, artstation and behance, Disney Pixar, Mobile game character, clash royale, cute] and negative prompt [ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions]
Using view-dependent prompts [side]:[Daenerys Targaryen from game of throne, full body, blender 3d, artstation and behance, Disney Pixar, Mobile game character, clash royale, cute, side view] [front]:[Daenerys Targaryen from game of throne, full body, blender 3d, artstation and behance, Disney Pixar, Mobile game character, clash royale, cute, front view] [back]:[Daenerys Targaryen from game of throne, full body, blender 3d, artstation and behance, Disney Pixar, Mobile game character, clash royale, cute, back view] [overhead]:[Daenerys Targaryen from game of throne, full body, blender 3d, artstation and behance, Disney Pixar, Mobile game character, clash royale, cute, overhead view]
Using 16bit Automatic Mixed Precision (AMP)
GPU available: True (cuda), used: True
TPU available: False, using: 0 TPU cores
IPU available: False, using: 0 IPUs
HPU available: False, using: 0 HPUs
Missing logger folder: /src/lightning_logs
Restoring states from the checkpoint path at /tmp/outputs/imagedream-sd21-shading/Daenerys_Targaryen_from_game_of_throne,_full_body,_blender_3d,_artstation_and_behance,_Disney_Pixar,_Mobile_game_character,_clash_royale,_cute@20240112-135621/ckpts/last.ckpt
LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]
Loaded model weights from the checkpoint at /tmp/outputs/imagedream-sd21-shading/Daenerys_Targaryen_from_game_of_throne,_full_body,_blender_3d,_artstation_and_behance,_Disney_Pixar,_Mobile_game_character,_clash_royale,_cute@20240112-135621/ckpts/last.ckpt
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'predict_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.
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/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/loops/prediction_loop.py:252: predict returned None if it was on purpose, ignore this warning...
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Using xatlas to perform UV unwrapping, may take a while ...
Exporting textures ...
Perform UV padding on texture maps to avoid seams, may take a while ...
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Export assets saved to /tmp/outputs/imagedream-sd21-shading/Daenerys_Targaryen_from_game_of_throne,_full_body,_blender_3d,_artstation_and_behance,_Disney_Pixar,_Mobile_game_character,_clash_royale,_cute@20240112-135621/save

Prediction

adirik/imagedream:c94d52fa6963f1963d3c6856477599a4ae6f41b61b7ab6a2589c2af2c382e5fd

Model

adirik/imagedream:c94d52fa

se3vnm3barvekihq24gdfq7tai

Status

Succeeded

Source

Web

Hardware

A40 (Large)

Total duration

82m 56s

Created

over 1 year ago

Input

image
prompt: An astronaut riding a horse
shading
num_steps: 12500
guidance_scale: 5
negative_prompt: ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions

{
  "image": "https://replicate.delivery/pbxt/KDG93P9SeW4QjiVSnsZtMuJiYVfx0AFRUdDeQ7l29Zr982DL/astronaut.png",
  "prompt": "An astronaut riding a horse",
  "shading": true,
  "num_steps": 12500,
  "guidance_scale": 5,
  "negative_prompt": "ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions"
}

Install Replicate’s Node.js client library:

npm install replicate

Import and set up the client:

import Replicate from "replicate";
import fs from "node:fs";

const replicate = new Replicate({
  auth: process.env.REPLICATE_API_TOKEN,
});

Run adirik/imagedream using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "adirik/imagedream:c94d52fa6963f1963d3c6856477599a4ae6f41b61b7ab6a2589c2af2c382e5fd",
  {
    input: {
      image: "https://replicate.delivery/pbxt/KDG93P9SeW4QjiVSnsZtMuJiYVfx0AFRUdDeQ7l29Zr982DL/astronaut.png",
      prompt: "An astronaut riding a horse",
      shading: true,
      num_steps: 12500,
      guidance_scale: 5,
      negative_prompt: "ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions"
    }
  }
);

// To access the file URL:
console.log(output.url()); //=> "http://example.com"

// To write the file to disk:
fs.writeFile("my-image.png", output);

To learn more, take a look at the guide on getting started with Node.js.

Install Replicate’s Python client library:

pip install replicate

Import the client:

import replicate

Run adirik/imagedream using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "adirik/imagedream:c94d52fa6963f1963d3c6856477599a4ae6f41b61b7ab6a2589c2af2c382e5fd",
    input={
        "image": "https://replicate.delivery/pbxt/KDG93P9SeW4QjiVSnsZtMuJiYVfx0AFRUdDeQ7l29Zr982DL/astronaut.png",
        "prompt": "An astronaut riding a horse",
        "shading": True,
        "num_steps": 12500,
        "guidance_scale": 5,
        "negative_prompt": "ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions"
    }
)
print(output)

To learn more, take a look at the guide on getting started with Python.

Run adirik/imagedream using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

curl -s -X POST \
  -H "Authorization: Bearer $REPLICATE_API_TOKEN" \
  -H "Content-Type: application/json" \
  -H "Prefer: wait" \
  -d $'{
    "version": "adirik/imagedream:c94d52fa6963f1963d3c6856477599a4ae6f41b61b7ab6a2589c2af2c382e5fd",
    "input": {
      "image": "https://replicate.delivery/pbxt/KDG93P9SeW4QjiVSnsZtMuJiYVfx0AFRUdDeQ7l29Zr982DL/astronaut.png",
      "prompt": "An astronaut riding a horse",
      "shading": true,
      "num_steps": 12500,
      "guidance_scale": 5,
      "negative_prompt": "ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions"
    }
  }' \
  https://api.replicate.com/v1/predictions

To learn more, take a look at Replicate’s HTTP API reference docs.

Output

{
  "completed_at": "2024-01-12T12:09:44.675412Z",
  "created_at": "2024-01-12T10:46:48.369458Z",
  "data_removed": false,
  "error": null,
  "id": "se3vnm3barvekihq24gdfq7tai",
  "input": {
    "image": "https://replicate.delivery/pbxt/KDG93P9SeW4QjiVSnsZtMuJiYVfx0AFRUdDeQ7l29Zr982DL/astronaut.png",
    "prompt": "An astronaut riding a horse",
    "shading": true,
    "num_steps": 12500,
    "guidance_scale": 5,
    "negative_prompt": "ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions"
  },
  "logs": "Seed set to 2757676296\n[INFO] background removal...\nDownloading data from 'https://github.com/danielgatis/rembg/releases/download/v0.0.0/u2net.onnx' to file '/root/.u2net/u2net.onnx'.\n  0%|                                               | 0.00/176M [00:00<?, ?B/s]\n  4%|█▋                                    | 7.70M/176M [00:00<00:02, 77.0MB/s]\n 10%|███▊                                  | 17.7M/176M [00:00<00:01, 90.5MB/s]\n 16%|█████▉                                | 27.8M/176M [00:00<00:01, 95.1MB/s]\n 21%|████████▏                             | 37.8M/176M [00:00<00:01, 97.3MB/s]\n 27%|██████████▎                           | 47.8M/176M [00:00<00:01, 98.1MB/s]\n 33%|████████████▍                         | 57.8M/176M [00:00<00:01, 99.0MB/s]\n 39%|██████████████▋                       | 68.0M/176M [00:00<00:01, 99.7MB/s]\n 44%|████████████████▊                     | 78.0M/176M [00:00<00:00, 99.8MB/s]\n 50%|██████████████████▉                   | 87.9M/176M [00:00<00:00, 99.2MB/s]\n 56%|█████████████████████▊                 | 98.2M/176M [00:01<00:00, 100MB/s]\n 62%|████████████████████████▋               | 109M/176M [00:01<00:00, 101MB/s]\n 67%|██████████████████████████▉             | 119M/176M [00:01<00:00, 101MB/s]\n 73%|█████████████████████████████▎          | 129M/176M [00:01<00:00, 101MB/s]\n 79%|███████████████████████████████▌        | 139M/176M [00:01<00:00, 101MB/s]\n 85%|█████████████████████████████████▉      | 149M/176M [00:01<00:00, 101MB/s]\n 91%|████████████████████████████████████▏   | 159M/176M [00:01<00:00, 102MB/s]\n 96%|██████████████████████████████████████▌ | 170M/176M [00:01<00:00, 102MB/s]\n0%|                                               | 0.00/176M [00:00<?, ?B/s]\n100%|███████████████████████████████████████| 176M/176M [00:00<00:00, 1.26TB/s]\n2024-01-12 10:50:35.006107983 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 705, index: 0, mask: {48, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.006115463 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 706, index: 1, mask: {1, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.006196843 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 708, index: 3, mask: {2, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.006209433 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 707, index: 2, mask: {49, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.006254783 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 709, index: 4, mask: {50, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.006332613 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 710, index: 5, mask: {3, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.007475462 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 752, index: 47, mask: {24, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.007538762 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 753, index: 48, mask: {72, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.007547002 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 754, index: 49, mask: {25, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.015425239 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 796, index: 91, mask: {46, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.015431189 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 798, index: 93, mask: {47, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.015449639 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 797, index: 92, mask: {94, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.019437507 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 713, index: 8, mask: {52, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.019477398 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 716, index: 11, mask: {6, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.023437116 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 793, index: 88, mask: {92, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.023459136 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 723, index: 18, mask: {57, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.026408904 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 714, index: 9, mask: {5, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.019386367 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 712, index: 7, mask: {4, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.019406467 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 711, index: 6, mask: {51, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.031537263 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 744, index: 39, mask: {20, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.019422658 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 715, index: 10, mask: {53, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.035404091 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 717, index: 12, mask: {54, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.027418874 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 794, index: 89, mask: {45, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.027606054 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 795, index: 90, mask: {93, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.032196442 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 746, index: 41, mask: {21, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.032212922 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 745, index: 40, mask: {68, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.035386761 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 785, index: 80, mask: {88, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.032180112 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 747, index: 42, mask: {69, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.032229522 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 755, index: 50, mask: {73, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.032341822 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 760, index: 55, mask: {28, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.032356762 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 761, index: 56, mask: {76, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.059434721 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 725, index: 20, mask: {58, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.063412069 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 726, index: 21, mask: {11, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.067394467 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 731, index: 26, mask: {61, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.071407185 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 732, index: 27, mask: {14, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.075421054 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 734, index: 29, mask: {15, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.091398537 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 739, index: 34, mask: {65, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.032372042 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 762, index: 57, mask: {29, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.102081642 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 741, index: 36, mask: {66, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.111432408 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 749, index: 44, mask: {70, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.111522808 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 750, index: 45, mask: {23, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.116472726 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 777, index: 72, mask: {84, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.126491781 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 779, index: 74, mask: {85, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.127381141 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 780, index: 75, mask: {38, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.131518459 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 782, index: 77, mask: {39, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.131582139 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 765, index: 60, mask: {78, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.138409527 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 767, index: 62, mask: {79, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.138481107 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 768, index: 63, mask: {32, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.138535457 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 769, index: 64, mask: {80, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.151411051 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 728, index: 23, mask: {12, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.151435881 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 771, index: 66, mask: {81, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.155390669 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 729, index: 24, mask: {60, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.159397368 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 772, index: 67, mask: {34, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.164456685 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 730, index: 25, mask: {13, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.169525003 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 773, index: 68, mask: {82, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.174584181 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 774, index: 69, mask: {35, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.179647869 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 735, index: 30, mask: {63, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.184700067 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 775, index: 70, mask: {83, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.189758454 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 736, index: 31, mask: {16, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.035525041 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 718, index: 13, mask: {7, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.041355668 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 799, index: 94, mask: {95, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.111424808 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 748, index: 43, mask: {22, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.047381205 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 792, index: 87, mask: {44, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.043382517 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 763, index: 58, mask: {77, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.138300657 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 720, index: 15, mask: {8, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.138372867 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 766, index: 61, mask: {31, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.203373989 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 764, index: 59, mask: {30, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.138399227 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 721, index: 16, mask: {56, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.215418794 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 724, index: 19, mask: {10, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.227388238 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 742, index: 37, mask: {19, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.235383455 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 719, index: 14, mask: {55, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.242516902 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 776, index: 71, mask: {36, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.194921343 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 751, index: 46, mask: {71, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.203375879 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 781, index: 76, mask: {86, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.203577179 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 722, index: 17, mask: {9, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.215389264 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 784, index: 79, mask: {40, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.203385529 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 783, index: 78, mask: {87, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.194895593 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 740, index: 35, mask: {18, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.194929363 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 733, index: 28, mask: {62, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.242475142 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 727, index: 22, mask: {59, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.242497392 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 770, index: 65, mask: {33, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.251917558 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 737, index: 32, mask: {64, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.207380117 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 778, index: 73, mask: {37, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.259414075 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 743, index: 38, mask: {67, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-12 10:50:35.267415501 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 738, index: 33, mask: {17, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\nLoading Multiview Diffusion ...\nInitializing Latent Diffusion Interface\ntime steps:  1000\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nmaking attention of type 'vanilla-xformers' with 512 in_channels\nbuilding MemoryEfficientAttnBlock with 512 in_channels...\nWorking with z of shape (1, 4, 32, 32) = 4096 dimensions.\nmaking attention of type 'vanilla-xformers' with 512 in_channels\nbuilding MemoryEfficientAttnBlock with 512 in_channels...\nLoaded Multiview Diffusion!\nUsing prompt [An astronaut riding a horse] and negative prompt [ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions]\nUsing view-dependent prompts [side]:[An astronaut riding a horse, side view] [front]:[An astronaut riding a horse, front view] [back]:[An astronaut riding a horse, back view] [overhead]:[An astronaut riding a horse, overhead view]\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_5m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_5m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.\nreturn register_model(fn_wrapper)\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_11m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_11m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.\nreturn register_model(fn_wrapper)\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.\nreturn register_model(fn_wrapper)\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_384 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected.\nreturn register_model(fn_wrapper)\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_512 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected.\nreturn register_model(fn_wrapper)\nUsing 16bit Automatic Mixed Precision (AMP)\nGPU available: True (cuda), used: True\nTPU available: False, using: 0 TPU cores\nIPU available: False, using: 0 IPUs\nHPU available: False, using: 0 HPUs\nYou are using a CUDA device ('NVIDIA A40') that has Tensor Cores. To properly utilize them, you should set `torch.set_float32_matmul_precision('medium' | 'high')` which will trade-off precision for performance. For more details, read https://pytorch.org/docs/stable/generated/torch.set_float32_matmul_precision.html#torch.set_float32_matmul_precision\nLOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]\n| Name       | Type                           | Params\n--------------------------------------------------------------\n0 | geometry   | ImplicitVolume                 | 12.6 M\n1 | material   | DiffuseWithPointLightMaterial  | 0\n2 | background | NeuralEnvironmentMapBackground | 448\n3 | renderer   | NeRFVolumeRenderer             | 0\n4 | guidance   | MultiviewDiffusionGuidance     | 2.0 B\n--------------------------------------------------------------\n12.6 M    Trainable params\n2.0 B     Non-trainable params\n2.0 B     Total params\n8,096.164 Total estimated model params size (MB)\nValidation results will be saved to /tmp/outputs/imagedream-sd21-shading/An_astronaut_riding_a_horse@20240112-105045/save\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'train_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'val_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.\nTraining: |          | 0/? [00:00<?, ?it/s]\nTraining: |          | 0/? [00:00<?, ?it/s]\nEpoch 0: |          | 0/? [00:00<?, ?it/s] \nEpoch 0: |          | 1/? [00:01<00:00,  0.69it/s]\nEpoch 0: |          | 1/? [00:01<00:00,  0.69it/s]\nEpoch 0: |          | 2/? [00:02<00:00,  0.99it/s]\nEpoch 0: |          | 2/? [00:02<00:00,  0.99it/s]\nEpoch 0: |          | 3/? [00:02<00:00,  1.18it/s]\nEpoch 0: |          | 3/? [00:02<00:00,  1.18it/s]\nEpoch 0: |          | 4/? [00:03<00:00,  1.30it/s]\nEpoch 0: |          | 4/? 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[01:01<00:00,  1.70it/s]\nEpoch 0: |          | 104/? [01:01<00:00,  1.70it/s]\nEpoch 0: |          | 105/? [01:01<00:00,  1.70it/s]\nEpoch 0: |          | 105/? [01:01<00:00,  1.70it/s]\nEpoch 0: |          | 106/? [01:02<00:00,  1.70it/s]\nEpoch 0: |          | 106/? [01:02<00:00,  1.70it/s]\nEpoch 0: |          | 107/? [01:02<00:00,  1.70it/s]\nEpoch 0: |          | 107/? [01:02<00:00,  1.70it/s]\nEpoch 0: |          | 108/? [01:03<00:00,  1.70it/s]\nEpoch 0: |          | 108/? [01:03<00:00,  1.70it/s]\nEpoch 0: |          | 109/? [01:04<00:00,  1.70it/s]\nEpoch 0: |          | 109/? [01:04<00:00,  1.70it/s]\nEpoch 0: |          | 110/? [01:04<00:00,  1.70it/s]\nEpoch 0: |          | 110/? [01:04<00:00,  1.70it/s]\nEpoch 0: |          | 111/? [01:05<00:00,  1.70it/s]\nEpoch 0: |          | 111/? [01:05<00:00,  1.70it/s]\nEpoch 0: |          | 112/? [01:05<00:00,  1.70it/s]\nEpoch 0: |          | 112/? [01:05<00:00,  1.70it/s]\nEpoch 0: |          | 113/? [01:06<00:00,  1.70it/s]\nEpoch 0: |          | 113/? [01:06<00:00,  1.70it/s]\nEpoch 0: |          | 114/? [01:06<00:00,  1.70it/s]\nEpoch 0: |          | 114/? [01:06<00:00,  1.70it/s]\nEpoch 0: |          | 115/? [01:07<00:00,  1.70it/s]\nEpoch 0: |          | 115/? [01:07<00:00,  1.70it/s]\nEpoch 0: |          | 116/? [01:08<00:00,  1.70it/s]\nEpoch 0: |          | 116/? [01:08<00:00,  1.70it/s]\nEpoch 0: |          | 117/? [01:08<00:00,  1.70it/s]\nEpoch 0: |          | 117/? [01:08<00:00,  1.70it/s]\nEpoch 0: |          | 118/? [01:09<00:00,  1.70it/s]\nEpoch 0: |          | 118/? [01:09<00:00,  1.70it/s]\nEpoch 0: |          | 119/? [01:09<00:00,  1.70it/s]\nEpoch 0: |          | 119/? [01:09<00:00,  1.70it/s]\nEpoch 0: |          | 120/? [01:10<00:00,  1.70it/s]\nEpoch 0: |          | 120/? [01:10<00:00,  1.70it/s]\nEpoch 0: |          | 121/? [01:11<00:00,  1.70it/s]\nEpoch 0: |          | 121/? [01:11<00:00,  1.70it/s]\nEpoch 0: |          | 122/? [01:11<00:00,  1.70it/s]\nEpoch 0: |          | 122/? [01:11<00:00,  1.70it/s]\nEpoch 0: |          | 123/? [01:12<00:00,  1.70it/s]\nEpoch 0: |          | 123/? [01:12<00:00,  1.70it/s]\nEpoch 0: |          | 124/? [01:12<00:00,  1.70it/s]\nEpoch 0: |          | 124/? [01:12<00:00,  1.70it/s]\nEpoch 0: |          | 125/? [01:13<00:00,  1.70it/s]\nEpoch 0: |          | 125/? [01:13<00:00,  1.70it/s]\nEpoch 0: |          | 126/? [01:14<00:00,  1.70it/s]\nEpoch 0: |          | 126/? [01:14<00:00,  1.70it/s]\nEpoch 0: |          | 127/? [01:14<00:00,  1.70it/s]\nEpoch 0: |          | 127/? [01:14<00:00,  1.70it/s]\nEpoch 0: |          | 128/? [01:15<00:00,  1.70it/s]\nEpoch 0: |          | 128/? [01:15<00:00,  1.70it/s]\nEpoch 0: |          | 129/? [01:15<00:00,  1.70it/s]\nEpoch 0: |          | 129/? [01:15<00:00,  1.70it/s]\nEpoch 0: |          | 130/? [01:16<00:00,  1.70it/s]\nEpoch 0: |          | 130/? [01:16<00:00,  1.70it/s]\nEpoch 0: |          | 131/? [01:17<00:00,  1.70it/s]\nEpoch 0: |          | 131/? [01:17<00:00,  1.70it/s]\nEpoch 0: |          | 132/? [01:17<00:00,  1.70it/s]\nEpoch 0: |          | 132/? [01:17<00:00,  1.70it/s]\nEpoch 0: |          | 133/? [01:18<00:00,  1.70it/s]\nEpoch 0: |          | 133/? [01:18<00:00,  1.70it/s]\nEpoch 0: |          | 134/? [01:18<00:00,  1.70it/s]\nEpoch 0: |          | 134/? [01:18<00:00,  1.70it/s]\nEpoch 0: |          | 135/? [01:19<00:00,  1.70it/s]\nEpoch 0: |          | 135/? [01:19<00:00,  1.70it/s]\nEpoch 0: |          | 136/? [01:19<00:00,  1.70it/s]\nEpoch 0: |          | 136/? [01:19<00:00,  1.70it/s]\nEpoch 0: |          | 137/? [01:20<00:00,  1.70it/s]\nEpoch 0: |          | 137/? [01:20<00:00,  1.70it/s]\nEpoch 0: |          | 138/? [01:21<00:00,  1.70it/s]\nEpoch 0: |          | 138/? [01:21<00:00,  1.70it/s]\nEpoch 0: |          | 139/? [01:21<00:00,  1.70it/s]\nEpoch 0: |          | 139/? [01:21<00:00,  1.70it/s]\nEpoch 0: |          | 140/? [01:22<00:00,  1.70it/s]\nEpoch 0: |          | 140/? [01:22<00:00,  1.70it/s]\nEpoch 0: |          | 141/? [01:23<00:00,  1.70it/s]\nEpoch 0: |          | 141/? [01:23<00:00,  1.70it/s]\nEpoch 0: |          | 142/? [01:23<00:00,  1.70it/s]\nEpoch 0: |          | 142/? [01:23<00:00,  1.70it/s]\nEpoch 0: |          | 143/? [01:24<00:00,  1.70it/s]\nEpoch 0: |          | 143/? [01:24<00:00,  1.70it/s]\nEpoch 0: |          | 144/? [01:24<00:00,  1.70it/s]\nEpoch 0: |          | 144/? [01:24<00:00,  1.70it/s]\nEpoch 0: |          | 145/? [01:25<00:00,  1.70it/s]\nEpoch 0: |          | 145/? [01:25<00:00,  1.70it/s]\nEpoch 0: |          | 146/? [01:26<00:00,  1.69it/s]\nEpoch 0: |          | 146/? [01:26<00:00,  1.69it/s]\nEpoch 0: |          | 147/? [01:26<00:00,  1.70it/s]\nEpoch 0: |          | 147/? [01:26<00:00,  1.70it/s]\nEpoch 0: |          | 148/? [01:27<00:00,  1.70it/s]\nEpoch 0: |          | 148/? [01:27<00:00,  1.70it/s]\nEpoch 0: |          | 149/? [01:27<00:00,  1.70it/s]\nEpoch 0: |          | 149/? [01:27<00:00,  1.70it/s]\nEpoch 0: |          | 150/? [01:28<00:00,  1.70it/s]\nEpoch 0: |          | 150/? [01:28<00:00,  1.70it/s]\nEpoch 0: |          | 151/? [01:29<00:00,  1.70it/s]\nEpoch 0: |          | 151/? [01:29<00:00,  1.70it/s]\nEpoch 0: |          | 152/? [01:29<00:00,  1.70it/s]\nEpoch 0: |          | 152/? [01:29<00:00,  1.70it/s]\nEpoch 0: |          | 153/? [01:30<00:00,  1.70it/s]\nEpoch 0: |          | 153/? [01:30<00:00,  1.70it/s]\nEpoch 0: |          | 154/? [01:30<00:00,  1.70it/s]\nEpoch 0: |          | 154/? [01:30<00:00,  1.70it/s]\nEpoch 0: |          | 155/? [01:31<00:00,  1.70it/s]\nEpoch 0: |          | 155/? [01:31<00:00,  1.70it/s]\nEpoch 0: |          | 156/? [01:32<00:00,  1.70it/s]\nEpoch 0: |          | 156/? [01:32<00:00,  1.70it/s]\nEpoch 0: |          | 157/? [01:32<00:00,  1.70it/s]\nEpoch 0: |          | 157/? [01:32<00:00,  1.70it/s]\nEpoch 0: |          | 158/? [01:33<00:00,  1.70it/s]\nEpoch 0: |          | 158/? [01:33<00:00,  1.70it/s]\nEpoch 0: |          | 159/? [01:33<00:00,  1.69it/s]\nEpoch 0: |          | 159/? [01:33<00:00,  1.69it/s]\nEpoch 0: |          | 160/? [01:34<00:00,  1.70it/s]\nEpoch 0: |          | 160/? [01:34<00:00,  1.69it/s]\nEpoch 0: |          | 161/? [01:35<00:00,  1.69it/s]\nEpoch 0: |          | 161/? [01:35<00:00,  1.69it/s]\nEpoch 0: |          | 162/? [01:35<00:00,  1.69it/s]\nEpoch 0: |          | 162/? [01:35<00:00,  1.69it/s]\nEpoch 0: |          | 163/? [01:36<00:00,  1.69it/s]\nEpoch 0: |          | 163/? [01:36<00:00,  1.69it/s]\nEpoch 0: |          | 164/? [01:36<00:00,  1.69it/s]\nEpoch 0: |          | 164/? [01:36<00:00,  1.69it/s]\nEpoch 0: |          | 165/? [01:37<00:00,  1.69it/s]\nEpoch 0: |          | 165/? [01:37<00:00,  1.69it/s]\nEpoch 0: |          | 166/? [01:38<00:00,  1.69it/s]\nEpoch 0: |          | 166/? [01:38<00:00,  1.69it/s]\nEpoch 0: |          | 167/? [01:38<00:00,  1.69it/s]\nEpoch 0: |          | 167/? [01:38<00:00,  1.69it/s]\nEpoch 0: |          | 168/? [01:39<00:00,  1.69it/s]\nEpoch 0: |          | 168/? [01:39<00:00,  1.69it/s]\nEpoch 0: |          | 169/? [01:39<00:00,  1.69it/s]\nEpoch 0: |          | 169/? [01:39<00:00,  1.69it/s]\nEpoch 0: |          | 170/? [01:40<00:00,  1.69it/s]\nEpoch 0: |          | 170/? [01:40<00:00,  1.69it/s]\nEpoch 0: |          | 171/? [01:41<00:00,  1.69it/s]\nEpoch 0: |          | 171/? [01:41<00:00,  1.69it/s]\nEpoch 0: |          | 172/? [01:41<00:00,  1.69it/s]\nEpoch 0: |          | 172/? [01:41<00:00,  1.69it/s]\nEpoch 0: |          | 173/? [01:42<00:00,  1.69it/s]\nEpoch 0: |          | 173/? [01:42<00:00,  1.69it/s]\nEpoch 0: |          | 174/? [01:42<00:00,  1.69it/s]\nEpoch 0: |          | 174/? [01:42<00:00,  1.69it/s]\nEpoch 0: |          | 175/? [01:43<00:00,  1.69it/s]\nEpoch 0: |          | 175/? [01:43<00:00,  1.69it/s]\nEpoch 0: |          | 176/? [01:44<00:00,  1.69it/s]\nEpoch 0: |          | 176/? [01:44<00:00,  1.69it/s]\nEpoch 0: |          | 177/? [01:44<00:00,  1.69it/s]\nEpoch 0: |          | 177/? [01:44<00:00,  1.69it/s]\nEpoch 0: |          | 178/? [01:45<00:00,  1.69it/s]\nEpoch 0: |          | 178/? [01:45<00:00,  1.69it/s]\nEpoch 0: |          | 179/? [01:45<00:00,  1.69it/s]\nEpoch 0: |          | 179/? [01:45<00:00,  1.69it/s]\nEpoch 0: |          | 180/? [01:46<00:00,  1.69it/s]\nEpoch 0: |          | 180/? [01:46<00:00,  1.69it/s]\nEpoch 0: |          | 181/? [01:47<00:00,  1.69it/s]\nEpoch 0: |          | 181/? [01:47<00:00,  1.69it/s]\nEpoch 0: |          | 182/? [01:47<00:00,  1.69it/s]\nEpoch 0: |          | 182/? [01:47<00:00,  1.69it/s]\nEpoch 0: |          | 183/? [01:48<00:00,  1.69it/s]\nEpoch 0: |          | 183/? [01:48<00:00,  1.69it/s]\nEpoch 0: |          | 184/? [01:48<00:00,  1.69it/s]\nEpoch 0: |          | 184/? [01:48<00:00,  1.69it/s]\nEpoch 0: |          | 185/? [01:49<00:00,  1.69it/s]\nEpoch 0: |          | 185/? [01:49<00:00,  1.69it/s]\nEpoch 0: |          | 186/? [01:50<00:00,  1.69it/s]\nEpoch 0: |          | 186/? [01:50<00:00,  1.69it/s]\nEpoch 0: |          | 187/? [01:50<00:00,  1.69it/s]\nEpoch 0: |          | 187/? [01:50<00:00,  1.69it/s]\nEpoch 0: |          | 188/? [01:51<00:00,  1.69it/s]\nEpoch 0: |          | 188/? [01:51<00:00,  1.69it/s]\nEpoch 0: |          | 189/? [01:51<00:00,  1.69it/s]\nEpoch 0: |          | 189/? [01:51<00:00,  1.69it/s]\nEpoch 0: |          | 190/? [01:52<00:00,  1.69it/s]\nEpoch 0: |          | 190/? [01:52<00:00,  1.69it/s]\nEpoch 0: |          | 191/? [01:53<00:00,  1.69it/s]\nEpoch 0: |          | 191/? [01:53<00:00,  1.69it/s]\nEpoch 0: |          | 192/? [01:53<00:00,  1.69it/s]\nEpoch 0: |          | 192/? [01:53<00:00,  1.69it/s]\nEpoch 0: |          | 193/? [01:54<00:00,  1.69it/s]\nEpoch 0: |          | 193/? [01:54<00:00,  1.69it/s]\nEpoch 0: |          | 194/? [01:54<00:00,  1.69it/s]\nEpoch 0: |          | 194/? [01:54<00:00,  1.69it/s]\nEpoch 0: |          | 195/? [01:55<00:00,  1.69it/s]\nEpoch 0: |          | 195/? [01:55<00:00,  1.69it/s]\nEpoch 0: |          | 196/? [01:56<00:00,  1.69it/s]\nEpoch 0: |          | 196/? [01:56<00:00,  1.69it/s]\nEpoch 0: |          | 197/? [01:56<00:00,  1.69it/s]\nEpoch 0: |          | 197/? [01:56<00:00,  1.69it/s]\nEpoch 0: |          | 198/? [01:57<00:00,  1.69it/s]\nEpoch 0: |          | 198/? [01:57<00:00,  1.69it/s]\nEpoch 0: |          | 199/? [01:57<00:00,  1.69it/s]\nEpoch 0: |          | 199/? [01:57<00:00,  1.69it/s]\nEpoch 0: |          | 200/? [01:58<00:00,  1.69it/s]\nEpoch 0: |          | 200/? [01:58<00:00,  1.69it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:01,  1.52it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.48it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:02<00:00,  1.50it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:02<00:00,  1.48it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 200/? [02:01<00:00,  1.65it/s]\nEpoch 0: |          | 201/? [02:01<00:00,  1.65it/s]\nEpoch 0: |          | 201/? [02:01<00:00,  1.65it/s]\nEpoch 0: |          | 202/? [02:02<00:00,  1.65it/s]\nEpoch 0: |          | 202/? [02:02<00:00,  1.65it/s]\nEpoch 0: |          | 203/? [02:03<00:00,  1.65it/s]\nEpoch 0: |          | 203/? [02:03<00:00,  1.65it/s]\nEpoch 0: |          | 204/? [02:03<00:00,  1.65it/s]\nEpoch 0: |          | 204/? [02:03<00:00,  1.65it/s]\nEpoch 0: |          | 205/? [02:04<00:00,  1.65it/s]\nEpoch 0: |          | 205/? [02:04<00:00,  1.65it/s]\nEpoch 0: |          | 206/? [02:05<00:00,  1.65it/s]\nEpoch 0: |          | 206/? [02:05<00:00,  1.65it/s]\nEpoch 0: |          | 207/? [02:05<00:00,  1.65it/s]\nEpoch 0: |          | 207/? [02:05<00:00,  1.65it/s]\nEpoch 0: |          | 208/? [02:06<00:00,  1.65it/s]\nEpoch 0: |          | 208/? [02:06<00:00,  1.65it/s]\nEpoch 0: |          | 209/? [02:06<00:00,  1.65it/s]\nEpoch 0: |          | 209/? [02:06<00:00,  1.65it/s]\nEpoch 0: |          | 210/? [02:07<00:00,  1.65it/s]\nEpoch 0: |          | 210/? [02:07<00:00,  1.65it/s]\nEpoch 0: |          | 211/? [02:08<00:00,  1.65it/s]\nEpoch 0: |          | 211/? [02:08<00:00,  1.65it/s]\nEpoch 0: |          | 212/? [02:08<00:00,  1.65it/s]\nEpoch 0: |          | 212/? [02:08<00:00,  1.65it/s]\nEpoch 0: |          | 213/? [02:09<00:00,  1.65it/s]\nEpoch 0: |          | 213/? [02:09<00:00,  1.65it/s]\nEpoch 0: |          | 214/? [02:09<00:00,  1.65it/s]\nEpoch 0: |          | 214/? [02:09<00:00,  1.65it/s]\nEpoch 0: |          | 215/? [02:10<00:00,  1.65it/s]\nEpoch 0: |          | 215/? [02:10<00:00,  1.65it/s]\nEpoch 0: |          | 216/? [02:11<00:00,  1.65it/s]\nEpoch 0: |          | 216/? [02:11<00:00,  1.65it/s]\nEpoch 0: |          | 217/? [02:11<00:00,  1.65it/s]\nEpoch 0: |          | 217/? [02:11<00:00,  1.65it/s]\nEpoch 0: |          | 218/? [02:12<00:00,  1.65it/s]\nEpoch 0: |          | 218/? [02:12<00:00,  1.65it/s]\nEpoch 0: |          | 219/? [02:13<00:00,  1.65it/s]\nEpoch 0: |          | 219/? [02:13<00:00,  1.65it/s]\nEpoch 0: |          | 220/? [02:13<00:00,  1.65it/s]\nEpoch 0: |          | 220/? [02:13<00:00,  1.65it/s]\nEpoch 0: |          | 221/? [02:14<00:00,  1.65it/s]\nEpoch 0: |          | 221/? [02:14<00:00,  1.65it/s]\nEpoch 0: |          | 222/? [02:14<00:00,  1.65it/s]\nEpoch 0: |          | 222/? [02:14<00:00,  1.65it/s]\nEpoch 0: |          | 223/? [02:15<00:00,  1.65it/s]\nEpoch 0: |          | 223/? [02:15<00:00,  1.65it/s]\nEpoch 0: |          | 224/? [02:16<00:00,  1.65it/s]\nEpoch 0: |          | 224/? [02:16<00:00,  1.65it/s]\nEpoch 0: |          | 225/? [02:16<00:00,  1.65it/s]\nEpoch 0: |          | 225/? [02:16<00:00,  1.65it/s]\nEpoch 0: |          | 226/? [02:17<00:00,  1.65it/s]\nEpoch 0: |          | 226/? [02:17<00:00,  1.65it/s]\nEpoch 0: |          | 227/? [02:17<00:00,  1.65it/s]\nEpoch 0: |          | 227/? [02:17<00:00,  1.65it/s]\nEpoch 0: |          | 228/? [02:18<00:00,  1.65it/s]\nEpoch 0: |          | 228/? [02:18<00:00,  1.65it/s]\nEpoch 0: |          | 229/? [02:19<00:00,  1.65it/s]\nEpoch 0: |          | 229/? [02:19<00:00,  1.65it/s]\nEpoch 0: |          | 230/? [02:19<00:00,  1.65it/s]\nEpoch 0: |          | 230/? [02:19<00:00,  1.65it/s]\nEpoch 0: |          | 231/? [02:20<00:00,  1.65it/s]\nEpoch 0: |          | 231/? [02:20<00:00,  1.65it/s]\nEpoch 0: |          | 232/? [02:20<00:00,  1.65it/s]\nEpoch 0: |          | 232/? [02:20<00:00,  1.65it/s]\nEpoch 0: |          | 233/? [02:21<00:00,  1.65it/s]\nEpoch 0: |          | 233/? [02:21<00:00,  1.65it/s]\nEpoch 0: |          | 234/? [02:22<00:00,  1.65it/s]\nEpoch 0: |          | 234/? [02:22<00:00,  1.65it/s]\nEpoch 0: |          | 235/? [02:22<00:00,  1.65it/s]\nEpoch 0: |          | 235/? [02:22<00:00,  1.65it/s]\nEpoch 0: |          | 236/? [02:23<00:00,  1.65it/s]\nEpoch 0: |          | 236/? [02:23<00:00,  1.65it/s]\nEpoch 0: |          | 237/? [02:23<00:00,  1.65it/s]\nEpoch 0: |          | 237/? [02:23<00:00,  1.65it/s]\nEpoch 0: |          | 238/? [02:24<00:00,  1.65it/s]\nEpoch 0: |          | 238/? [02:24<00:00,  1.65it/s]\nEpoch 0: |          | 239/? [02:25<00:00,  1.65it/s]\nEpoch 0: |          | 239/? [02:25<00:00,  1.65it/s]\nEpoch 0: |          | 240/? [02:25<00:00,  1.65it/s]\nEpoch 0: |          | 240/? [02:25<00:00,  1.65it/s]\nEpoch 0: |          | 241/? [02:26<00:00,  1.65it/s]\nEpoch 0: |          | 241/? [02:26<00:00,  1.65it/s]\nEpoch 0: |          | 242/? [02:27<00:00,  1.65it/s]\nEpoch 0: |          | 242/? [02:27<00:00,  1.65it/s]\nEpoch 0: |          | 243/? [02:27<00:00,  1.65it/s]\nEpoch 0: |          | 243/? [02:27<00:00,  1.65it/s]\nEpoch 0: |          | 244/? [02:28<00:00,  1.65it/s]\nEpoch 0: |          | 244/? [02:28<00:00,  1.65it/s]\nEpoch 0: |          | 245/? [02:28<00:00,  1.65it/s]\nEpoch 0: |          | 245/? [02:28<00:00,  1.65it/s]\nEpoch 0: |          | 246/? [02:29<00:00,  1.64it/s]\nEpoch 0: |          | 246/? [02:29<00:00,  1.64it/s]\nEpoch 0: |          | 247/? [02:30<00:00,  1.64it/s]\nEpoch 0: |          | 247/? [02:30<00:00,  1.64it/s]\nEpoch 0: |          | 248/? [02:31<00:00,  1.64it/s]\nEpoch 0: |          | 248/? [02:31<00:00,  1.64it/s]\nEpoch 0: |          | 249/? [02:31<00:00,  1.64it/s]\nEpoch 0: |          | 249/? [02:31<00:00,  1.64it/s]\nEpoch 0: |          | 250/? [02:32<00:00,  1.64it/s]\nEpoch 0: |          | 250/? [02:32<00:00,  1.64it/s]\nEpoch 0: |          | 251/? [02:32<00:00,  1.64it/s]\nEpoch 0: |          | 251/? [02:32<00:00,  1.64it/s]\nEpoch 0: |          | 252/? [02:33<00:00,  1.64it/s]\nEpoch 0: |          | 252/? [02:33<00:00,  1.64it/s]\nEpoch 0: |          | 253/? [02:34<00:00,  1.64it/s]\nEpoch 0: |          | 253/? [02:34<00:00,  1.64it/s]\nEpoch 0: |          | 254/? [02:34<00:00,  1.64it/s]\nEpoch 0: |          | 254/? [02:34<00:00,  1.64it/s]\nEpoch 0: |          | 255/? [02:35<00:00,  1.64it/s]\nEpoch 0: |          | 255/? [02:35<00:00,  1.64it/s]\nEpoch 0: |          | 256/? [02:36<00:00,  1.64it/s]\nEpoch 0: |          | 256/? [02:36<00:00,  1.64it/s]\nEpoch 0: |          | 257/? [02:36<00:00,  1.64it/s]\nEpoch 0: |          | 257/? [02:36<00:00,  1.64it/s]\nEpoch 0: |          | 258/? [02:37<00:00,  1.64it/s]\nEpoch 0: |          | 258/? [02:37<00:00,  1.64it/s]\nEpoch 0: |          | 259/? [02:37<00:00,  1.64it/s]\nEpoch 0: |          | 259/? [02:37<00:00,  1.64it/s]\nEpoch 0: |          | 260/? [02:38<00:00,  1.64it/s]\nEpoch 0: |          | 260/? [02:38<00:00,  1.64it/s]\nEpoch 0: |          | 261/? [02:39<00:00,  1.64it/s]\nEpoch 0: |          | 261/? [02:39<00:00,  1.64it/s]\nEpoch 0: |          | 262/? [02:39<00:00,  1.64it/s]\nEpoch 0: |          | 262/? [02:39<00:00,  1.64it/s]\nEpoch 0: |          | 263/? [02:40<00:00,  1.64it/s]\nEpoch 0: |          | 263/? [02:40<00:00,  1.64it/s]\nEpoch 0: |          | 264/? [02:41<00:00,  1.64it/s]\nEpoch 0: |          | 264/? [02:41<00:00,  1.64it/s]\nEpoch 0: |          | 265/? [02:41<00:00,  1.64it/s]\nEpoch 0: |          | 265/? [02:41<00:00,  1.64it/s]\nEpoch 0: |          | 266/? [02:42<00:00,  1.64it/s]\nEpoch 0: |          | 266/? [02:42<00:00,  1.64it/s]\nEpoch 0: |          | 267/? [02:42<00:00,  1.64it/s]\nEpoch 0: |          | 267/? [02:42<00:00,  1.64it/s]\nEpoch 0: |          | 268/? [02:43<00:00,  1.64it/s]\nEpoch 0: |          | 268/? [02:43<00:00,  1.64it/s]\nEpoch 0: |          | 269/? [02:44<00:00,  1.64it/s]\nEpoch 0: |          | 269/? [02:44<00:00,  1.64it/s]\nEpoch 0: |          | 270/? [02:44<00:00,  1.64it/s]\nEpoch 0: |          | 270/? [02:44<00:00,  1.64it/s]\nEpoch 0: |          | 271/? [02:45<00:00,  1.64it/s]\nEpoch 0: |          | 271/? [02:45<00:00,  1.64it/s]\nEpoch 0: |          | 272/? [02:45<00:00,  1.64it/s]\nEpoch 0: |          | 272/? [02:45<00:00,  1.64it/s]\nEpoch 0: |          | 273/? [02:46<00:00,  1.64it/s]\nEpoch 0: |          | 273/? [02:46<00:00,  1.64it/s]\nEpoch 0: |          | 274/? [02:47<00:00,  1.64it/s]\nEpoch 0: |          | 274/? [02:47<00:00,  1.64it/s]\nEpoch 0: |          | 275/? [02:47<00:00,  1.64it/s]\nEpoch 0: |          | 275/? [02:47<00:00,  1.64it/s]\nEpoch 0: |          | 276/? [02:48<00:00,  1.64it/s]\nEpoch 0: |          | 276/? [02:48<00:00,  1.64it/s]\nEpoch 0: |          | 277/? [02:48<00:00,  1.64it/s]\nEpoch 0: |          | 277/? [02:48<00:00,  1.64it/s]\nEpoch 0: |          | 278/? [02:49<00:00,  1.64it/s]\nEpoch 0: |          | 278/? [02:49<00:00,  1.64it/s]\nEpoch 0: |          | 279/? [02:50<00:00,  1.64it/s]\nEpoch 0: |          | 279/? [02:50<00:00,  1.64it/s]\nEpoch 0: |          | 280/? [02:50<00:00,  1.64it/s]\nEpoch 0: |          | 280/? [02:50<00:00,  1.64it/s]\nEpoch 0: |          | 281/? [02:51<00:00,  1.64it/s]\nEpoch 0: |          | 281/? [02:51<00:00,  1.64it/s]\nEpoch 0: |          | 282/? [02:52<00:00,  1.64it/s]\nEpoch 0: |          | 282/? [02:52<00:00,  1.64it/s]\nEpoch 0: |          | 283/? [02:52<00:00,  1.64it/s]\nEpoch 0: |          | 283/? [02:52<00:00,  1.64it/s]\nEpoch 0: |          | 284/? [02:53<00:00,  1.64it/s]\nEpoch 0: |          | 284/? [02:53<00:00,  1.64it/s]\nEpoch 0: |          | 285/? [02:54<00:00,  1.64it/s]\nEpoch 0: |          | 285/? [02:54<00:00,  1.64it/s]\nEpoch 0: |          | 286/? [02:54<00:00,  1.64it/s]\nEpoch 0: |          | 286/? [02:54<00:00,  1.64it/s]\nEpoch 0: |          | 287/? [02:55<00:00,  1.64it/s]\nEpoch 0: |          | 287/? [02:55<00:00,  1.64it/s]\nEpoch 0: |          | 288/? [02:55<00:00,  1.64it/s]\nEpoch 0: |          | 288/? [02:55<00:00,  1.64it/s]\nEpoch 0: |          | 289/? [02:56<00:00,  1.64it/s]\nEpoch 0: |          | 289/? [02:56<00:00,  1.64it/s]\nEpoch 0: |          | 290/? [02:57<00:00,  1.64it/s]\nEpoch 0: |          | 290/? [02:57<00:00,  1.64it/s]\nEpoch 0: |          | 291/? [02:57<00:00,  1.64it/s]\nEpoch 0: |          | 291/? [02:57<00:00,  1.64it/s]\nEpoch 0: |          | 292/? [02:58<00:00,  1.64it/s]\nEpoch 0: |          | 292/? [02:58<00:00,  1.64it/s]\nEpoch 0: |          | 293/? [02:58<00:00,  1.64it/s]\nEpoch 0: |          | 293/? [02:58<00:00,  1.64it/s]\nEpoch 0: |          | 294/? [02:59<00:00,  1.64it/s]\nEpoch 0: |          | 294/? [02:59<00:00,  1.64it/s]\nEpoch 0: |          | 295/? [03:00<00:00,  1.64it/s]\nEpoch 0: |          | 295/? [03:00<00:00,  1.64it/s]\nEpoch 0: |          | 296/? [03:00<00:00,  1.64it/s]\nEpoch 0: |          | 296/? [03:00<00:00,  1.64it/s]\nEpoch 0: |          | 297/? [03:01<00:00,  1.64it/s]\nEpoch 0: |          | 297/? [03:01<00:00,  1.64it/s]\nEpoch 0: |          | 298/? [03:02<00:00,  1.64it/s]\nEpoch 0: |          | 298/? [03:02<00:00,  1.64it/s]\nEpoch 0: |          | 299/? [03:02<00:00,  1.64it/s]\nEpoch 0: |          | 299/? [03:02<00:00,  1.64it/s]\nEpoch 0: |          | 300/? [03:03<00:00,  1.64it/s]\nEpoch 0: |          | 300/? [03:03<00:00,  1.64it/s]\nEpoch 0: |          | 301/? [03:03<00:00,  1.64it/s]\nEpoch 0: |          | 301/? [03:03<00:00,  1.64it/s]\nEpoch 0: |          | 302/? [03:04<00:00,  1.64it/s]\nEpoch 0: |          | 302/? [03:04<00:00,  1.64it/s]\nEpoch 0: |          | 303/? [03:05<00:00,  1.64it/s]\nEpoch 0: |          | 303/? [03:05<00:00,  1.64it/s]\nEpoch 0: |          | 304/? [03:05<00:00,  1.64it/s]\nEpoch 0: |          | 304/? [03:05<00:00,  1.64it/s]\nEpoch 0: |          | 305/? [03:06<00:00,  1.64it/s]\nEpoch 0: |          | 305/? [03:06<00:00,  1.64it/s]\nEpoch 0: |          | 306/? [03:06<00:00,  1.64it/s]\nEpoch 0: |          | 306/? [03:06<00:00,  1.64it/s]\nEpoch 0: |          | 307/? [03:07<00:00,  1.64it/s]\nEpoch 0: |          | 307/? [03:07<00:00,  1.64it/s]\nEpoch 0: |          | 308/? [03:08<00:00,  1.64it/s]\nEpoch 0: |          | 308/? [03:08<00:00,  1.64it/s]\nEpoch 0: |          | 309/? [03:08<00:00,  1.64it/s]\nEpoch 0: |          | 309/? [03:08<00:00,  1.64it/s]\nEpoch 0: |          | 310/? [03:09<00:00,  1.64it/s]\nEpoch 0: |          | 310/? [03:09<00:00,  1.64it/s]\nEpoch 0: |          | 311/? [03:10<00:00,  1.64it/s]\nEpoch 0: |          | 311/? [03:10<00:00,  1.64it/s]\nEpoch 0: |          | 312/? [03:10<00:00,  1.64it/s]\nEpoch 0: |          | 312/? [03:10<00:00,  1.64it/s]\nEpoch 0: |          | 313/? [03:11<00:00,  1.64it/s]\nEpoch 0: |          | 313/? [03:11<00:00,  1.64it/s]\nEpoch 0: |          | 314/? [03:11<00:00,  1.64it/s]\nEpoch 0: |          | 314/? [03:11<00:00,  1.64it/s]\nEpoch 0: |          | 315/? [03:12<00:00,  1.64it/s]\nEpoch 0: |          | 315/? [03:12<00:00,  1.64it/s]\nEpoch 0: |          | 316/? [03:13<00:00,  1.64it/s]\nEpoch 0: |          | 316/? [03:13<00:00,  1.64it/s]\nEpoch 0: |          | 317/? [03:13<00:00,  1.64it/s]\nEpoch 0: |          | 317/? [03:13<00:00,  1.64it/s]\nEpoch 0: |          | 318/? [03:14<00:00,  1.64it/s]\nEpoch 0: |          | 318/? [03:14<00:00,  1.64it/s]\nEpoch 0: |          | 319/? [03:14<00:00,  1.64it/s]\nEpoch 0: |          | 319/? [03:14<00:00,  1.64it/s]\nEpoch 0: |          | 320/? [03:15<00:00,  1.64it/s]\nEpoch 0: |          | 320/? [03:15<00:00,  1.64it/s]\nEpoch 0: |          | 321/? [03:16<00:00,  1.64it/s]\nEpoch 0: |          | 321/? [03:16<00:00,  1.64it/s]\nEpoch 0: |          | 322/? [03:16<00:00,  1.64it/s]\nEpoch 0: |          | 322/? [03:16<00:00,  1.64it/s]\nEpoch 0: |          | 323/? [03:17<00:00,  1.64it/s]\nEpoch 0: |          | 323/? [03:17<00:00,  1.64it/s]\nEpoch 0: |          | 324/? [03:18<00:00,  1.64it/s]\nEpoch 0: |          | 324/? [03:18<00:00,  1.64it/s]\nEpoch 0: |          | 325/? [03:18<00:00,  1.64it/s]\nEpoch 0: |          | 325/? [03:18<00:00,  1.64it/s]\nEpoch 0: |          | 326/? [03:19<00:00,  1.64it/s]\nEpoch 0: |          | 326/? [03:19<00:00,  1.64it/s]\nEpoch 0: |          | 327/? [03:19<00:00,  1.64it/s]\nEpoch 0: |          | 327/? [03:19<00:00,  1.64it/s]\nEpoch 0: |          | 328/? [03:20<00:00,  1.64it/s]\nEpoch 0: |          | 328/? [03:20<00:00,  1.64it/s]\nEpoch 0: |          | 329/? [03:21<00:00,  1.64it/s]\nEpoch 0: |          | 329/? [03:21<00:00,  1.64it/s]\nEpoch 0: |          | 330/? [03:21<00:00,  1.64it/s]\nEpoch 0: |          | 330/? [03:21<00:00,  1.64it/s]\nEpoch 0: |          | 331/? [03:22<00:00,  1.63it/s]\nEpoch 0: |          | 331/? [03:22<00:00,  1.63it/s]\nEpoch 0: |          | 332/? [03:23<00:00,  1.63it/s]\nEpoch 0: |          | 332/? [03:23<00:00,  1.63it/s]\nEpoch 0: |          | 333/? [03:23<00:00,  1.63it/s]\nEpoch 0: |          | 333/? [03:23<00:00,  1.63it/s]\nEpoch 0: |          | 334/? [03:24<00:00,  1.63it/s]\nEpoch 0: |          | 334/? [03:24<00:00,  1.63it/s]\nEpoch 0: |          | 335/? [03:25<00:00,  1.63it/s]\nEpoch 0: |          | 335/? [03:25<00:00,  1.63it/s]\nEpoch 0: |          | 336/? [03:25<00:00,  1.63it/s]\nEpoch 0: |          | 336/? [03:25<00:00,  1.63it/s]\nEpoch 0: |          | 337/? [03:26<00:00,  1.63it/s]\nEpoch 0: |          | 337/? [03:26<00:00,  1.63it/s]\nEpoch 0: |          | 338/? [03:26<00:00,  1.63it/s]\nEpoch 0: |          | 338/? [03:26<00:00,  1.63it/s]\nEpoch 0: |          | 339/? [03:27<00:00,  1.63it/s]\nEpoch 0: |          | 339/? [03:27<00:00,  1.63it/s]\nEpoch 0: |          | 340/? [03:28<00:00,  1.63it/s]\nEpoch 0: |          | 340/? [03:28<00:00,  1.63it/s]\nEpoch 0: |          | 341/? [03:28<00:00,  1.63it/s]\nEpoch 0: |          | 341/? [03:28<00:00,  1.63it/s]\nEpoch 0: |          | 342/? [03:29<00:00,  1.63it/s]\nEpoch 0: |          | 342/? [03:29<00:00,  1.63it/s]\nEpoch 0: |          | 343/? [03:30<00:00,  1.63it/s]\nEpoch 0: |          | 343/? [03:30<00:00,  1.63it/s]\nEpoch 0: |          | 344/? [03:30<00:00,  1.63it/s]\nEpoch 0: |          | 344/? [03:30<00:00,  1.63it/s]\nEpoch 0: |          | 345/? [03:31<00:00,  1.63it/s]\nEpoch 0: |          | 345/? [03:31<00:00,  1.63it/s]\nEpoch 0: |          | 346/? [03:32<00:00,  1.63it/s]\nEpoch 0: |          | 346/? [03:32<00:00,  1.63it/s]\nEpoch 0: |          | 347/? [03:32<00:00,  1.63it/s]\nEpoch 0: |          | 347/? [03:32<00:00,  1.63it/s]\nEpoch 0: |          | 348/? [03:33<00:00,  1.63it/s]\nEpoch 0: |          | 348/? [03:33<00:00,  1.63it/s]\nEpoch 0: |          | 349/? [03:33<00:00,  1.63it/s]\nEpoch 0: |          | 349/? [03:33<00:00,  1.63it/s]\nEpoch 0: |          | 350/? [03:34<00:00,  1.63it/s]\nEpoch 0: |          | 350/? [03:34<00:00,  1.63it/s]\nEpoch 0: |          | 351/? [03:35<00:00,  1.63it/s]\nEpoch 0: |          | 351/? [03:35<00:00,  1.63it/s]\nEpoch 0: |          | 352/? [03:35<00:00,  1.63it/s]\nEpoch 0: |          | 352/? [03:35<00:00,  1.63it/s]\nEpoch 0: |          | 353/? [03:36<00:00,  1.63it/s]\nEpoch 0: |          | 353/? [03:36<00:00,  1.63it/s]\nEpoch 0: |          | 354/? [03:37<00:00,  1.63it/s]\nEpoch 0: |          | 354/? [03:37<00:00,  1.63it/s]\nEpoch 0: |          | 355/? [03:37<00:00,  1.63it/s]\nEpoch 0: |          | 355/? [03:37<00:00,  1.63it/s]\nEpoch 0: |          | 356/? [03:38<00:00,  1.63it/s]\nEpoch 0: |          | 356/? [03:38<00:00,  1.63it/s]\nEpoch 0: |          | 357/? [03:38<00:00,  1.63it/s]\nEpoch 0: |          | 357/? [03:38<00:00,  1.63it/s]\nEpoch 0: |          | 358/? [03:39<00:00,  1.63it/s]\nEpoch 0: |          | 358/? [03:39<00:00,  1.63it/s]\nEpoch 0: |          | 359/? [03:40<00:00,  1.63it/s]\nEpoch 0: |          | 359/? [03:40<00:00,  1.63it/s]\nEpoch 0: |          | 360/? [03:40<00:00,  1.63it/s]\nEpoch 0: |          | 360/? [03:40<00:00,  1.63it/s]\nEpoch 0: |          | 361/? [03:41<00:00,  1.63it/s]\nEpoch 0: |          | 361/? [03:41<00:00,  1.63it/s]\nEpoch 0: |          | 362/? [03:41<00:00,  1.63it/s]\nEpoch 0: |          | 362/? [03:41<00:00,  1.63it/s]\nEpoch 0: |          | 363/? [03:42<00:00,  1.63it/s]\nEpoch 0: |          | 363/? [03:42<00:00,  1.63it/s]\nEpoch 0: |          | 364/? [03:43<00:00,  1.63it/s]\nEpoch 0: |          | 364/? [03:43<00:00,  1.63it/s]\nEpoch 0: |          | 365/? [03:43<00:00,  1.63it/s]\nEpoch 0: |          | 365/? [03:43<00:00,  1.63it/s]\nEpoch 0: |          | 366/? [03:44<00:00,  1.63it/s]\nEpoch 0: |          | 366/? [03:44<00:00,  1.63it/s]\nEpoch 0: |          | 367/? [03:45<00:00,  1.63it/s]\nEpoch 0: |          | 367/? [03:45<00:00,  1.63it/s]\nEpoch 0: |          | 368/? [03:45<00:00,  1.63it/s]\nEpoch 0: |          | 368/? [03:45<00:00,  1.63it/s]\nEpoch 0: |          | 369/? [03:46<00:00,  1.63it/s]\nEpoch 0: |          | 369/? [03:46<00:00,  1.63it/s]\nEpoch 0: |          | 370/? [03:46<00:00,  1.63it/s]\nEpoch 0: |          | 370/? [03:46<00:00,  1.63it/s]\nEpoch 0: |          | 371/? [03:47<00:00,  1.63it/s]\nEpoch 0: |          | 371/? [03:47<00:00,  1.63it/s]\nEpoch 0: |          | 372/? [03:48<00:00,  1.63it/s]\nEpoch 0: |          | 372/? [03:48<00:00,  1.63it/s]\nEpoch 0: |          | 373/? [03:48<00:00,  1.63it/s]\nEpoch 0: |          | 373/? [03:48<00:00,  1.63it/s]\nEpoch 0: |          | 374/? [03:49<00:00,  1.63it/s]\nEpoch 0: |          | 374/? [03:49<00:00,  1.63it/s]\nEpoch 0: |          | 375/? [03:49<00:00,  1.63it/s]\nEpoch 0: |          | 375/? [03:49<00:00,  1.63it/s]\nEpoch 0: |          | 376/? [03:50<00:00,  1.63it/s]\nEpoch 0: |          | 376/? [03:50<00:00,  1.63it/s]\nEpoch 0: |          | 377/? [03:51<00:00,  1.63it/s]\nEpoch 0: |          | 377/? [03:51<00:00,  1.63it/s]\nEpoch 0: |          | 378/? [03:51<00:00,  1.63it/s]\nEpoch 0: |          | 378/? [03:51<00:00,  1.63it/s]\nEpoch 0: |          | 379/? [03:52<00:00,  1.63it/s]\nEpoch 0: |          | 379/? [03:52<00:00,  1.63it/s]\nEpoch 0: |          | 380/? [03:53<00:00,  1.63it/s]\nEpoch 0: |          | 380/? [03:53<00:00,  1.63it/s]\nEpoch 0: |          | 381/? [03:53<00:00,  1.63it/s]\nEpoch 0: |          | 381/? [03:53<00:00,  1.63it/s]\nEpoch 0: |          | 382/? [03:54<00:00,  1.63it/s]\nEpoch 0: |          | 382/? [03:54<00:00,  1.63it/s]\nEpoch 0: |          | 383/? [03:54<00:00,  1.63it/s]\nEpoch 0: |          | 383/? [03:54<00:00,  1.63it/s]\nEpoch 0: |          | 384/? [03:55<00:00,  1.63it/s]\nEpoch 0: |          | 384/? [03:55<00:00,  1.63it/s]\nEpoch 0: |          | 385/? [03:56<00:00,  1.63it/s]\nEpoch 0: |          | 385/? [03:56<00:00,  1.63it/s]\nEpoch 0: |          | 386/? [03:56<00:00,  1.63it/s]\nEpoch 0: |          | 386/? [03:56<00:00,  1.63it/s]\nEpoch 0: |          | 387/? [03:57<00:00,  1.63it/s]\nEpoch 0: |          | 387/? [03:57<00:00,  1.63it/s]\nEpoch 0: |          | 388/? [03:58<00:00,  1.63it/s]\nEpoch 0: |          | 388/? [03:58<00:00,  1.63it/s]\nEpoch 0: |          | 389/? [03:58<00:00,  1.63it/s]\nEpoch 0: |          | 389/? [03:58<00:00,  1.63it/s]\nEpoch 0: |          | 390/? [03:59<00:00,  1.63it/s]\nEpoch 0: |          | 390/? [03:59<00:00,  1.63it/s]\nEpoch 0: |          | 391/? [03:59<00:00,  1.63it/s]\nEpoch 0: |          | 391/? [03:59<00:00,  1.63it/s]\nEpoch 0: |          | 392/? [04:00<00:00,  1.63it/s]\nEpoch 0: |          | 392/? [04:00<00:00,  1.63it/s]\nEpoch 0: |          | 393/? [04:01<00:00,  1.63it/s]\nEpoch 0: |          | 393/? [04:01<00:00,  1.63it/s]\nEpoch 0: |          | 394/? [04:01<00:00,  1.63it/s]\nEpoch 0: |          | 394/? [04:01<00:00,  1.63it/s]\nEpoch 0: |          | 395/? [04:02<00:00,  1.63it/s]\nEpoch 0: |          | 395/? [04:02<00:00,  1.63it/s]\nEpoch 0: |          | 396/? [04:03<00:00,  1.63it/s]\nEpoch 0: |          | 396/? [04:03<00:00,  1.63it/s]\nEpoch 0: |          | 397/? [04:03<00:00,  1.63it/s]\nEpoch 0: |          | 397/? [04:03<00:00,  1.63it/s]\nEpoch 0: |          | 398/? [04:04<00:00,  1.63it/s]\nEpoch 0: |          | 398/? [04:04<00:00,  1.63it/s]\nEpoch 0: |          | 399/? [04:04<00:00,  1.63it/s]\nEpoch 0: |          | 399/? [04:04<00:00,  1.63it/s]\nEpoch 0: |          | 400/? [04:05<00:00,  1.63it/s]\nEpoch 0: |          | 400/? [04:05<00:00,  1.63it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:02,  1.43it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.38it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:02<00:00,  1.41it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:02<00:00,  1.40it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 400/? [04:08<00:00,  1.61it/s]\nEpoch 0: |          | 401/? [04:09<00:00,  1.61it/s]\nEpoch 0: |          | 401/? [04:09<00:00,  1.61it/s]\nEpoch 0: |          | 402/? [04:09<00:00,  1.61it/s]\nEpoch 0: |          | 402/? [04:09<00:00,  1.61it/s]\nEpoch 0: |          | 403/? [04:10<00:00,  1.61it/s]\nEpoch 0: |          | 403/? [04:10<00:00,  1.61it/s]\nEpoch 0: |          | 404/? [04:11<00:00,  1.61it/s]\nEpoch 0: |          | 404/? [04:11<00:00,  1.61it/s]\nEpoch 0: |          | 405/? [04:11<00:00,  1.61it/s]\nEpoch 0: |          | 405/? [04:11<00:00,  1.61it/s]\nEpoch 0: |          | 406/? [04:12<00:00,  1.61it/s]\nEpoch 0: |          | 406/? [04:12<00:00,  1.61it/s]\nEpoch 0: |          | 407/? [04:12<00:00,  1.61it/s]\nEpoch 0: |          | 407/? [04:12<00:00,  1.61it/s]\nEpoch 0: |          | 408/? [04:13<00:00,  1.61it/s]\nEpoch 0: |          | 408/? [04:13<00:00,  1.61it/s]\nEpoch 0: |          | 409/? [04:14<00:00,  1.61it/s]\nEpoch 0: |          | 409/? [04:14<00:00,  1.61it/s]\nEpoch 0: |          | 410/? [04:14<00:00,  1.61it/s]\nEpoch 0: |          | 410/? [04:14<00:00,  1.61it/s]\nEpoch 0: |          | 411/? [04:15<00:00,  1.61it/s]\nEpoch 0: |          | 411/? [04:15<00:00,  1.61it/s]\nEpoch 0: |          | 412/? [04:16<00:00,  1.61it/s]\nEpoch 0: |          | 412/? [04:16<00:00,  1.61it/s]\nEpoch 0: |          | 413/? [04:16<00:00,  1.61it/s]\nEpoch 0: |          | 413/? [04:16<00:00,  1.61it/s]\nEpoch 0: |          | 414/? [04:17<00:00,  1.61it/s]\nEpoch 0: |          | 414/? [04:17<00:00,  1.61it/s]\nEpoch 0: |          | 415/? [04:17<00:00,  1.61it/s]\nEpoch 0: |          | 415/? [04:17<00:00,  1.61it/s]\nEpoch 0: |          | 416/? [04:18<00:00,  1.61it/s]\nEpoch 0: |          | 416/? [04:18<00:00,  1.61it/s]\nEpoch 0: |          | 417/? [04:19<00:00,  1.61it/s]\nEpoch 0: |          | 417/? [04:19<00:00,  1.61it/s]\nEpoch 0: |          | 418/? [04:19<00:00,  1.61it/s]\nEpoch 0: |          | 418/? [04:19<00:00,  1.61it/s]\nEpoch 0: |          | 419/? [04:20<00:00,  1.61it/s]\nEpoch 0: |          | 419/? [04:20<00:00,  1.61it/s]\nEpoch 0: |          | 420/? [04:20<00:00,  1.61it/s]\nEpoch 0: |          | 420/? [04:20<00:00,  1.61it/s]\nEpoch 0: |          | 421/? [04:21<00:00,  1.61it/s]\nEpoch 0: |          | 421/? [04:21<00:00,  1.61it/s]\nEpoch 0: |          | 422/? [04:22<00:00,  1.61it/s]\nEpoch 0: |          | 422/? [04:22<00:00,  1.61it/s]\nEpoch 0: |          | 423/? [04:22<00:00,  1.61it/s]\nEpoch 0: |          | 423/? [04:22<00:00,  1.61it/s]\nEpoch 0: |          | 424/? [04:23<00:00,  1.61it/s]\nEpoch 0: |          | 424/? [04:23<00:00,  1.61it/s]\nEpoch 0: |          | 425/? [04:23<00:00,  1.61it/s]\nEpoch 0: |          | 425/? [04:23<00:00,  1.61it/s]\nEpoch 0: |          | 426/? [04:24<00:00,  1.61it/s]\nEpoch 0: |          | 426/? [04:24<00:00,  1.61it/s]\nEpoch 0: |          | 427/? [04:25<00:00,  1.61it/s]\nEpoch 0: |          | 427/? [04:25<00:00,  1.61it/s]\nEpoch 0: |          | 428/? [04:25<00:00,  1.61it/s]\nEpoch 0: |          | 428/? [04:25<00:00,  1.61it/s]\nEpoch 0: |          | 429/? [04:26<00:00,  1.61it/s]\nEpoch 0: |          | 429/? [04:26<00:00,  1.61it/s]\nEpoch 0: |          | 430/? [04:26<00:00,  1.61it/s]\nEpoch 0: |          | 430/? [04:26<00:00,  1.61it/s]\nEpoch 0: |          | 431/? [04:27<00:00,  1.61it/s]\nEpoch 0: |          | 431/? [04:27<00:00,  1.61it/s]\nEpoch 0: |          | 432/? [04:28<00:00,  1.61it/s]\nEpoch 0: |          | 432/? [04:28<00:00,  1.61it/s]\nEpoch 0: |          | 433/? [04:28<00:00,  1.61it/s]\nEpoch 0: |          | 433/? [04:28<00:00,  1.61it/s]\nEpoch 0: |          | 434/? [04:29<00:00,  1.61it/s]\nEpoch 0: |          | 434/? [04:29<00:00,  1.61it/s]\nEpoch 0: |          | 435/? [04:30<00:00,  1.61it/s]\nEpoch 0: |          | 435/? [04:30<00:00,  1.61it/s]\nEpoch 0: |          | 436/? [04:30<00:00,  1.61it/s]\nEpoch 0: |          | 436/? [04:30<00:00,  1.61it/s]\nEpoch 0: |          | 437/? [04:31<00:00,  1.61it/s]\nEpoch 0: |          | 437/? [04:31<00:00,  1.61it/s]\nEpoch 0: |          | 438/? [04:31<00:00,  1.61it/s]\nEpoch 0: |          | 438/? [04:31<00:00,  1.61it/s]\nEpoch 0: |          | 439/? [04:32<00:00,  1.61it/s]\nEpoch 0: |          | 439/? [04:32<00:00,  1.61it/s]\nEpoch 0: |          | 440/? [04:33<00:00,  1.61it/s]\nEpoch 0: |          | 440/? [04:33<00:00,  1.61it/s]\nEpoch 0: |          | 441/? [04:33<00:00,  1.61it/s]\nEpoch 0: |          | 441/? [04:33<00:00,  1.61it/s]\nEpoch 0: |          | 442/? [04:34<00:00,  1.61it/s]\nEpoch 0: |          | 442/? [04:34<00:00,  1.61it/s]\nEpoch 0: |          | 443/? [04:35<00:00,  1.61it/s]\nEpoch 0: |          | 443/? [04:35<00:00,  1.61it/s]\nEpoch 0: |          | 444/? [04:35<00:00,  1.61it/s]\nEpoch 0: |          | 444/? [04:35<00:00,  1.61it/s]\nEpoch 0: |          | 445/? [04:36<00:00,  1.61it/s]\nEpoch 0: |          | 445/? [04:36<00:00,  1.61it/s]\nEpoch 0: |          | 446/? [04:36<00:00,  1.61it/s]\nEpoch 0: |          | 446/? [04:36<00:00,  1.61it/s]\nEpoch 0: |          | 447/? [04:37<00:00,  1.61it/s]\nEpoch 0: |          | 447/? [04:37<00:00,  1.61it/s]\nEpoch 0: |          | 448/? [04:38<00:00,  1.61it/s]\nEpoch 0: |          | 448/? [04:38<00:00,  1.61it/s]\nEpoch 0: |          | 449/? [04:38<00:00,  1.61it/s]\nEpoch 0: |          | 449/? [04:38<00:00,  1.61it/s]\nEpoch 0: |          | 450/? [04:39<00:00,  1.61it/s]\nEpoch 0: |          | 450/? [04:39<00:00,  1.61it/s]\nEpoch 0: |          | 451/? [04:39<00:00,  1.61it/s]\nEpoch 0: |          | 451/? [04:39<00:00,  1.61it/s]\nEpoch 0: |          | 452/? [04:40<00:00,  1.61it/s]\nEpoch 0: |          | 452/? [04:40<00:00,  1.61it/s]\nEpoch 0: |          | 453/? [04:41<00:00,  1.61it/s]\nEpoch 0: |          | 453/? [04:41<00:00,  1.61it/s]\nEpoch 0: |          | 454/? [04:41<00:00,  1.61it/s]\nEpoch 0: |          | 454/? [04:41<00:00,  1.61it/s]\nEpoch 0: |          | 455/? [04:42<00:00,  1.61it/s]\nEpoch 0: |          | 455/? [04:42<00:00,  1.61it/s]\nEpoch 0: |          | 456/? [04:43<00:00,  1.61it/s]\nEpoch 0: |          | 456/? [04:43<00:00,  1.61it/s]\nEpoch 0: |          | 457/? [04:43<00:00,  1.61it/s]\nEpoch 0: |          | 457/? [04:43<00:00,  1.61it/s]\nEpoch 0: |          | 458/? [04:44<00:00,  1.61it/s]\nEpoch 0: |          | 458/? [04:44<00:00,  1.61it/s]\nEpoch 0: |          | 459/? [04:44<00:00,  1.61it/s]\nEpoch 0: |          | 459/? [04:44<00:00,  1.61it/s]\nEpoch 0: |          | 460/? [04:45<00:00,  1.61it/s]\nEpoch 0: |          | 460/? [04:45<00:00,  1.61it/s]\nEpoch 0: |          | 461/? [04:46<00:00,  1.61it/s]\nEpoch 0: |          | 461/? [04:46<00:00,  1.61it/s]\nEpoch 0: |          | 462/? [04:46<00:00,  1.61it/s]\nEpoch 0: |          | 462/? [04:46<00:00,  1.61it/s]\nEpoch 0: |          | 463/? [04:47<00:00,  1.61it/s]\nEpoch 0: |          | 463/? [04:47<00:00,  1.61it/s]\nEpoch 0: |          | 464/? [04:47<00:00,  1.61it/s]\nEpoch 0: |          | 464/? [04:47<00:00,  1.61it/s]\nEpoch 0: |          | 465/? [04:48<00:00,  1.61it/s]\nEpoch 0: |          | 465/? [04:48<00:00,  1.61it/s]\nEpoch 0: |          | 466/? [04:49<00:00,  1.61it/s]\nEpoch 0: |          | 466/? [04:49<00:00,  1.61it/s]\nEpoch 0: |          | 467/? [04:49<00:00,  1.61it/s]\nEpoch 0: |          | 467/? [04:49<00:00,  1.61it/s]\nEpoch 0: |          | 468/? [04:50<00:00,  1.61it/s]\nEpoch 0: |          | 468/? [04:50<00:00,  1.61it/s]\nEpoch 0: |          | 469/? [04:50<00:00,  1.61it/s]\nEpoch 0: |          | 469/? [04:50<00:00,  1.61it/s]\nEpoch 0: |          | 470/? [04:51<00:00,  1.61it/s]\nEpoch 0: |          | 470/? [04:51<00:00,  1.61it/s]\nEpoch 0: |          | 471/? [04:52<00:00,  1.61it/s]\nEpoch 0: |          | 471/? [04:52<00:00,  1.61it/s]\nEpoch 0: |          | 472/? [04:52<00:00,  1.61it/s]\nEpoch 0: |          | 472/? [04:52<00:00,  1.61it/s]\nEpoch 0: |          | 473/? [04:53<00:00,  1.61it/s]\nEpoch 0: |          | 473/? [04:53<00:00,  1.61it/s]\nEpoch 0: |          | 474/? [04:53<00:00,  1.61it/s]\nEpoch 0: |          | 474/? [04:53<00:00,  1.61it/s]\nEpoch 0: |          | 475/? [04:54<00:00,  1.61it/s]\nEpoch 0: |          | 475/? [04:54<00:00,  1.61it/s]\nEpoch 0: |          | 476/? [04:55<00:00,  1.61it/s]\nEpoch 0: |          | 476/? [04:55<00:00,  1.61it/s]\nEpoch 0: |          | 477/? [04:55<00:00,  1.61it/s]\nEpoch 0: |          | 477/? [04:55<00:00,  1.61it/s]\nEpoch 0: |          | 478/? [04:56<00:00,  1.61it/s]\nEpoch 0: |          | 478/? [04:56<00:00,  1.61it/s]\nEpoch 0: |          | 479/? [04:56<00:00,  1.61it/s]\nEpoch 0: |          | 479/? [04:56<00:00,  1.61it/s]\nEpoch 0: |          | 480/? [04:57<00:00,  1.61it/s]\nEpoch 0: |          | 480/? [04:57<00:00,  1.61it/s]\nEpoch 0: |          | 481/? [04:58<00:00,  1.61it/s]\nEpoch 0: |          | 481/? [04:58<00:00,  1.61it/s]\nEpoch 0: |          | 482/? [04:58<00:00,  1.61it/s]\nEpoch 0: |          | 482/? [04:58<00:00,  1.61it/s]\nEpoch 0: |          | 483/? [04:59<00:00,  1.61it/s]\nEpoch 0: |          | 483/? [04:59<00:00,  1.61it/s]\nEpoch 0: |          | 484/? [04:59<00:00,  1.61it/s]\nEpoch 0: |          | 484/? [04:59<00:00,  1.61it/s]\nEpoch 0: |          | 485/? [05:00<00:00,  1.61it/s]\nEpoch 0: |          | 485/? [05:00<00:00,  1.61it/s]\nEpoch 0: |          | 486/? [05:01<00:00,  1.61it/s]\nEpoch 0: |          | 486/? [05:01<00:00,  1.61it/s]\nEpoch 0: |          | 487/? [05:01<00:00,  1.61it/s]\nEpoch 0: |          | 487/? [05:01<00:00,  1.61it/s]\nEpoch 0: |          | 488/? [05:02<00:00,  1.61it/s]\nEpoch 0: |          | 488/? [05:02<00:00,  1.61it/s]\nEpoch 0: |          | 489/? [05:02<00:00,  1.61it/s]\nEpoch 0: |          | 489/? [05:02<00:00,  1.61it/s]\nEpoch 0: |          | 490/? [05:03<00:00,  1.61it/s]\nEpoch 0: |          | 490/? [05:03<00:00,  1.61it/s]\nEpoch 0: |          | 491/? [05:04<00:00,  1.61it/s]\nEpoch 0: |          | 491/? [05:04<00:00,  1.61it/s]\nEpoch 0: |          | 492/? [05:04<00:00,  1.61it/s]\nEpoch 0: |          | 492/? [05:04<00:00,  1.61it/s]\nEpoch 0: |          | 493/? [05:05<00:00,  1.61it/s]\nEpoch 0: |          | 493/? [05:05<00:00,  1.61it/s]\nEpoch 0: |          | 494/? [05:05<00:00,  1.61it/s]\nEpoch 0: |          | 494/? [05:05<00:00,  1.61it/s]\nEpoch 0: |          | 495/? [05:06<00:00,  1.61it/s]\nEpoch 0: |          | 495/? [05:06<00:00,  1.61it/s]\nEpoch 0: |          | 496/? [05:07<00:00,  1.61it/s]\nEpoch 0: |          | 496/? [05:07<00:00,  1.61it/s]\nEpoch 0: |          | 497/? [05:07<00:00,  1.61it/s]\nEpoch 0: |          | 497/? [05:07<00:00,  1.61it/s]\nEpoch 0: |          | 498/? [05:08<00:00,  1.61it/s]\nEpoch 0: |          | 498/? [05:08<00:00,  1.61it/s]\nEpoch 0: |          | 499/? [05:08<00:00,  1.61it/s]\nEpoch 0: |          | 499/? [05:08<00:00,  1.61it/s]\nEpoch 0: |          | 500/? [05:09<00:00,  1.61it/s]\nEpoch 0: |          | 500/? [05:09<00:00,  1.61it/s]\nEpoch 0: |          | 501/? [05:10<00:00,  1.61it/s]\nEpoch 0: |          | 501/? [05:10<00:00,  1.61it/s]\nEpoch 0: |          | 502/? [05:10<00:00,  1.61it/s]\nEpoch 0: |          | 502/? [05:10<00:00,  1.61it/s]\nEpoch 0: |          | 503/? [05:11<00:00,  1.61it/s]\nEpoch 0: |          | 503/? [05:11<00:00,  1.61it/s]\nEpoch 0: |          | 504/? [05:12<00:00,  1.61it/s]\nEpoch 0: |          | 504/? [05:12<00:00,  1.61it/s]\nEpoch 0: |          | 505/? [05:12<00:00,  1.61it/s]\nEpoch 0: |          | 505/? [05:12<00:00,  1.61it/s]\nEpoch 0: |          | 506/? [05:13<00:00,  1.61it/s]\nEpoch 0: |          | 506/? [05:13<00:00,  1.61it/s]\nEpoch 0: |          | 507/? [05:13<00:00,  1.61it/s]\nEpoch 0: |          | 507/? [05:13<00:00,  1.61it/s]\nEpoch 0: |          | 508/? [05:14<00:00,  1.61it/s]\nEpoch 0: |          | 508/? [05:14<00:00,  1.61it/s]\nEpoch 0: |          | 509/? [05:15<00:00,  1.61it/s]\nEpoch 0: |          | 509/? [05:15<00:00,  1.61it/s]\nEpoch 0: |          | 510/? [05:15<00:00,  1.61it/s]\nEpoch 0: |          | 510/? [05:15<00:00,  1.61it/s]\nEpoch 0: |          | 511/? [05:16<00:00,  1.61it/s]\nEpoch 0: |          | 511/? [05:16<00:00,  1.61it/s]\nEpoch 0: |          | 512/? [05:17<00:00,  1.62it/s]\nEpoch 0: |          | 512/? [05:17<00:00,  1.62it/s]\nEpoch 0: |          | 513/? [05:17<00:00,  1.62it/s]\nEpoch 0: |          | 513/? [05:17<00:00,  1.62it/s]\nEpoch 0: |          | 514/? [05:18<00:00,  1.62it/s]\nEpoch 0: |          | 514/? [05:18<00:00,  1.62it/s]\nEpoch 0: |          | 515/? [05:18<00:00,  1.62it/s]\nEpoch 0: |          | 515/? [05:18<00:00,  1.62it/s]\nEpoch 0: |          | 516/? [05:19<00:00,  1.62it/s]\nEpoch 0: |          | 516/? [05:19<00:00,  1.62it/s]\nEpoch 0: |          | 517/? [05:20<00:00,  1.62it/s]\nEpoch 0: |          | 517/? [05:20<00:00,  1.62it/s]\nEpoch 0: |          | 518/? [05:20<00:00,  1.62it/s]\nEpoch 0: |          | 518/? [05:20<00:00,  1.62it/s]\nEpoch 0: |          | 519/? [05:21<00:00,  1.62it/s]\nEpoch 0: |          | 519/? [05:21<00:00,  1.62it/s]\nEpoch 0: |          | 520/? [05:21<00:00,  1.62it/s]\nEpoch 0: |          | 520/? [05:21<00:00,  1.62it/s]\nEpoch 0: |          | 521/? [05:22<00:00,  1.62it/s]\nEpoch 0: |          | 521/? [05:22<00:00,  1.62it/s]\nEpoch 0: |          | 522/? [05:23<00:00,  1.62it/s]\nEpoch 0: |          | 522/? [05:23<00:00,  1.62it/s]\nEpoch 0: |          | 523/? [05:23<00:00,  1.62it/s]\nEpoch 0: |          | 523/? [05:23<00:00,  1.62it/s]\nEpoch 0: |          | 524/? [05:24<00:00,  1.62it/s]\nEpoch 0: |          | 524/? [05:24<00:00,  1.62it/s]\nEpoch 0: |          | 525/? [05:25<00:00,  1.62it/s]\nEpoch 0: |          | 525/? [05:25<00:00,  1.62it/s]\nEpoch 0: |          | 526/? [05:25<00:00,  1.62it/s]\nEpoch 0: |          | 526/? [05:25<00:00,  1.62it/s]\nEpoch 0: |          | 527/? [05:26<00:00,  1.62it/s]\nEpoch 0: |          | 527/? [05:26<00:00,  1.62it/s]\nEpoch 0: |          | 528/? [05:26<00:00,  1.62it/s]\nEpoch 0: |          | 528/? [05:26<00:00,  1.62it/s]\nEpoch 0: |          | 529/? [05:27<00:00,  1.62it/s]\nEpoch 0: |          | 529/? [05:27<00:00,  1.62it/s]\nEpoch 0: |          | 530/? [05:28<00:00,  1.62it/s]\nEpoch 0: |          | 530/? [05:28<00:00,  1.62it/s]\nEpoch 0: |          | 531/? [05:28<00:00,  1.62it/s]\nEpoch 0: |          | 531/? [05:28<00:00,  1.62it/s]\nEpoch 0: |          | 532/? [05:29<00:00,  1.62it/s]\nEpoch 0: |          | 532/? [05:29<00:00,  1.62it/s]\nEpoch 0: |          | 533/? [05:29<00:00,  1.62it/s]\nEpoch 0: |          | 533/? [05:29<00:00,  1.62it/s]\nEpoch 0: |          | 534/? [05:30<00:00,  1.62it/s]\nEpoch 0: |          | 534/? [05:30<00:00,  1.62it/s]\nEpoch 0: |          | 535/? [05:31<00:00,  1.62it/s]\nEpoch 0: |          | 535/? [05:31<00:00,  1.62it/s]\nEpoch 0: |          | 536/? [05:31<00:00,  1.62it/s]\nEpoch 0: |          | 536/? [05:31<00:00,  1.62it/s]\nEpoch 0: |          | 537/? [05:32<00:00,  1.62it/s]\nEpoch 0: |          | 537/? [05:32<00:00,  1.62it/s]\nEpoch 0: |          | 538/? [05:32<00:00,  1.62it/s]\nEpoch 0: |          | 538/? [05:32<00:00,  1.62it/s]\nEpoch 0: |          | 539/? [05:33<00:00,  1.62it/s]\nEpoch 0: |          | 539/? [05:33<00:00,  1.62it/s]\nEpoch 0: |          | 540/? [05:34<00:00,  1.62it/s]\nEpoch 0: |          | 540/? [05:34<00:00,  1.62it/s]\nEpoch 0: |          | 541/? [05:34<00:00,  1.62it/s]\nEpoch 0: |          | 541/? [05:34<00:00,  1.62it/s]\nEpoch 0: |          | 542/? [05:35<00:00,  1.62it/s]\nEpoch 0: |          | 542/? [05:35<00:00,  1.62it/s]\nEpoch 0: |          | 543/? [05:36<00:00,  1.62it/s]\nEpoch 0: |          | 543/? [05:36<00:00,  1.62it/s]\nEpoch 0: |          | 544/? [05:36<00:00,  1.62it/s]\nEpoch 0: |          | 544/? [05:36<00:00,  1.62it/s]\nEpoch 0: |          | 545/? [05:37<00:00,  1.62it/s]\nEpoch 0: |          | 545/? [05:37<00:00,  1.62it/s]\nEpoch 0: |          | 546/? [05:37<00:00,  1.62it/s]\nEpoch 0: |          | 546/? [05:37<00:00,  1.62it/s]\nEpoch 0: |          | 547/? [05:38<00:00,  1.62it/s]\nEpoch 0: |          | 547/? [05:38<00:00,  1.62it/s]\nEpoch 0: |          | 548/? [05:39<00:00,  1.62it/s]\nEpoch 0: |          | 548/? [05:39<00:00,  1.62it/s]\nEpoch 0: |          | 549/? [05:39<00:00,  1.62it/s]\nEpoch 0: |          | 549/? [05:39<00:00,  1.62it/s]\nEpoch 0: |          | 550/? [05:40<00:00,  1.62it/s]\nEpoch 0: |          | 550/? [05:40<00:00,  1.62it/s]\nEpoch 0: |          | 551/? [05:41<00:00,  1.62it/s]\nEpoch 0: |          | 551/? [05:41<00:00,  1.62it/s]\nEpoch 0: |          | 552/? [05:41<00:00,  1.62it/s]\nEpoch 0: |          | 552/? [05:41<00:00,  1.62it/s]\nEpoch 0: |          | 553/? [05:42<00:00,  1.62it/s]\nEpoch 0: |          | 553/? [05:42<00:00,  1.62it/s]\nEpoch 0: |          | 554/? [05:42<00:00,  1.62it/s]\nEpoch 0: |          | 554/? [05:42<00:00,  1.62it/s]\nEpoch 0: |          | 555/? [05:43<00:00,  1.62it/s]\nEpoch 0: |          | 555/? [05:43<00:00,  1.62it/s]\nEpoch 0: |          | 556/? [05:44<00:00,  1.62it/s]\nEpoch 0: |          | 556/? [05:44<00:00,  1.62it/s]\nEpoch 0: |          | 557/? [05:44<00:00,  1.62it/s]\nEpoch 0: |          | 557/? [05:44<00:00,  1.62it/s]\nEpoch 0: |          | 558/? [05:45<00:00,  1.62it/s]\nEpoch 0: |          | 558/? [05:45<00:00,  1.62it/s]\nEpoch 0: |          | 559/? [05:45<00:00,  1.62it/s]\nEpoch 0: |          | 559/? [05:45<00:00,  1.62it/s]\nEpoch 0: |          | 560/? [05:46<00:00,  1.62it/s]\nEpoch 0: |          | 560/? [05:46<00:00,  1.62it/s]\nEpoch 0: |          | 561/? [05:47<00:00,  1.62it/s]\nEpoch 0: |          | 561/? [05:47<00:00,  1.62it/s]\nEpoch 0: |          | 562/? [05:47<00:00,  1.62it/s]\nEpoch 0: |          | 562/? [05:47<00:00,  1.62it/s]\nEpoch 0: |          | 563/? [05:48<00:00,  1.62it/s]\nEpoch 0: |          | 563/? [05:48<00:00,  1.62it/s]\nEpoch 0: |          | 564/? [05:48<00:00,  1.62it/s]\nEpoch 0: |          | 564/? [05:48<00:00,  1.62it/s]\nEpoch 0: |          | 565/? [05:49<00:00,  1.62it/s]\nEpoch 0: |          | 565/? [05:49<00:00,  1.62it/s]\nEpoch 0: |          | 566/? [05:50<00:00,  1.62it/s]\nEpoch 0: |          | 566/? [05:50<00:00,  1.62it/s]\nEpoch 0: |          | 567/? [05:50<00:00,  1.62it/s]\nEpoch 0: |          | 567/? [05:50<00:00,  1.62it/s]\nEpoch 0: |          | 568/? [05:51<00:00,  1.62it/s]\nEpoch 0: |          | 568/? [05:51<00:00,  1.62it/s]\nEpoch 0: |          | 569/? [05:51<00:00,  1.62it/s]\nEpoch 0: |          | 569/? [05:51<00:00,  1.62it/s]\nEpoch 0: |          | 570/? [05:52<00:00,  1.62it/s]\nEpoch 0: |          | 570/? [05:52<00:00,  1.62it/s]\nEpoch 0: |          | 571/? [05:53<00:00,  1.62it/s]\nEpoch 0: |          | 571/? [05:53<00:00,  1.62it/s]\nEpoch 0: |          | 572/? [05:53<00:00,  1.62it/s]\nEpoch 0: |          | 572/? [05:53<00:00,  1.62it/s]\nEpoch 0: |          | 573/? [05:54<00:00,  1.62it/s]\nEpoch 0: |          | 573/? [05:54<00:00,  1.62it/s]\nEpoch 0: |          | 574/? [05:54<00:00,  1.62it/s]\nEpoch 0: |          | 574/? [05:54<00:00,  1.62it/s]\nEpoch 0: |          | 575/? [05:55<00:00,  1.62it/s]\nEpoch 0: |          | 575/? [05:55<00:00,  1.62it/s]\nEpoch 0: |          | 576/? [05:56<00:00,  1.62it/s]\nEpoch 0: |          | 576/? [05:56<00:00,  1.62it/s]\nEpoch 0: |          | 577/? [05:56<00:00,  1.62it/s]\nEpoch 0: |          | 577/? [05:56<00:00,  1.62it/s]\nEpoch 0: |          | 578/? [05:57<00:00,  1.62it/s]\nEpoch 0: |          | 578/? [05:57<00:00,  1.62it/s]\nEpoch 0: |          | 579/? [05:57<00:00,  1.62it/s]\nEpoch 0: |          | 579/? [05:57<00:00,  1.62it/s]\nEpoch 0: |          | 580/? [05:58<00:00,  1.62it/s]\nEpoch 0: |          | 580/? [05:58<00:00,  1.62it/s]\nEpoch 0: |          | 581/? [05:59<00:00,  1.62it/s]\nEpoch 0: |          | 581/? [05:59<00:00,  1.62it/s]\nEpoch 0: |          | 582/? [05:59<00:00,  1.62it/s]\nEpoch 0: |          | 582/? [05:59<00:00,  1.62it/s]\nEpoch 0: |          | 583/? [06:00<00:00,  1.62it/s]\nEpoch 0: |          | 583/? [06:00<00:00,  1.62it/s]\nEpoch 0: |          | 584/? [06:01<00:00,  1.62it/s]\nEpoch 0: |          | 584/? [06:01<00:00,  1.62it/s]\nEpoch 0: |          | 585/? [06:01<00:00,  1.62it/s]\nEpoch 0: |          | 585/? [06:01<00:00,  1.62it/s]\nEpoch 0: |          | 586/? [06:02<00:00,  1.62it/s]\nEpoch 0: |          | 586/? [06:02<00:00,  1.62it/s]\nEpoch 0: |          | 587/? [06:02<00:00,  1.62it/s]\nEpoch 0: |          | 587/? [06:02<00:00,  1.62it/s]\nEpoch 0: |          | 588/? [06:03<00:00,  1.62it/s]\nEpoch 0: |          | 588/? [06:03<00:00,  1.62it/s]\nEpoch 0: |          | 589/? [06:04<00:00,  1.62it/s]\nEpoch 0: |          | 589/? [06:04<00:00,  1.62it/s]\nEpoch 0: |          | 590/? [06:04<00:00,  1.62it/s]\nEpoch 0: |          | 590/? [06:04<00:00,  1.62it/s]\nEpoch 0: |          | 591/? [06:05<00:00,  1.62it/s]\nEpoch 0: |          | 591/? [06:05<00:00,  1.62it/s]\nEpoch 0: |          | 592/? [06:05<00:00,  1.62it/s]\nEpoch 0: |          | 592/? [06:05<00:00,  1.62it/s]\nEpoch 0: |          | 593/? [06:06<00:00,  1.62it/s]\nEpoch 0: |          | 593/? [06:06<00:00,  1.62it/s]\nEpoch 0: |          | 594/? [06:07<00:00,  1.62it/s]\nEpoch 0: |          | 594/? [06:07<00:00,  1.62it/s]\nEpoch 0: |          | 595/? [06:07<00:00,  1.62it/s]\nEpoch 0: |          | 595/? [06:07<00:00,  1.62it/s]\nEpoch 0: |          | 596/? [06:08<00:00,  1.62it/s]\nEpoch 0: |          | 596/? [06:08<00:00,  1.62it/s]\nEpoch 0: |          | 597/? [06:08<00:00,  1.62it/s]\nEpoch 0: |          | 597/? [06:08<00:00,  1.62it/s]\nEpoch 0: |          | 598/? [06:09<00:00,  1.62it/s]\nEpoch 0: |          | 598/? [06:09<00:00,  1.62it/s]\nEpoch 0: |          | 599/? [06:10<00:00,  1.62it/s]\nEpoch 0: |          | 599/? [06:10<00:00,  1.62it/s]\nEpoch 0: |          | 600/? [06:10<00:00,  1.62it/s]\nEpoch 0: |          | 600/? [06:10<00:00,  1.62it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:02,  1.42it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.36it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:02<00:00,  1.38it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:02<00:00,  1.37it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 600/? [06:13<00:00,  1.61it/s]\nEpoch 0: |          | 601/? [06:14<00:00,  1.61it/s]\nEpoch 0: |          | 601/? [06:14<00:00,  1.61it/s]\nEpoch 0: |          | 602/? [06:14<00:00,  1.61it/s]\nEpoch 0: |          | 602/? [06:14<00:00,  1.61it/s]\nEpoch 0: |          | 603/? [06:15<00:00,  1.61it/s]\nEpoch 0: |          | 603/? [06:15<00:00,  1.61it/s]\nEpoch 0: |          | 604/? [06:16<00:00,  1.61it/s]\nEpoch 0: |          | 604/? [06:16<00:00,  1.61it/s]\nEpoch 0: |          | 605/? [06:16<00:00,  1.61it/s]\nEpoch 0: |          | 605/? [06:16<00:00,  1.61it/s]\nEpoch 0: |          | 606/? [06:17<00:00,  1.61it/s]\nEpoch 0: |          | 606/? [06:17<00:00,  1.61it/s]\nEpoch 0: |          | 607/? [06:17<00:00,  1.61it/s]\nEpoch 0: |          | 607/? [06:17<00:00,  1.61it/s]\nEpoch 0: |          | 608/? [06:18<00:00,  1.61it/s]\nEpoch 0: |          | 608/? [06:18<00:00,  1.61it/s]\nEpoch 0: |          | 609/? [06:19<00:00,  1.61it/s]\nEpoch 0: |          | 609/? [06:19<00:00,  1.61it/s]\nEpoch 0: |          | 610/? [06:19<00:00,  1.61it/s]\nEpoch 0: |          | 610/? [06:19<00:00,  1.61it/s]\nEpoch 0: |          | 611/? [06:20<00:00,  1.61it/s]\nEpoch 0: |          | 611/? [06:20<00:00,  1.61it/s]\nEpoch 0: |          | 612/? [06:21<00:00,  1.61it/s]\nEpoch 0: |          | 612/? [06:21<00:00,  1.61it/s]\nEpoch 0: |          | 613/? [06:21<00:00,  1.61it/s]\nEpoch 0: |          | 613/? [06:21<00:00,  1.61it/s]\nEpoch 0: |          | 614/? [06:22<00:00,  1.61it/s]\nEpoch 0: |          | 614/? [06:22<00:00,  1.61it/s]\nEpoch 0: |          | 615/? [06:22<00:00,  1.61it/s]\nEpoch 0: |          | 615/? [06:22<00:00,  1.61it/s]\nEpoch 0: |          | 616/? [06:23<00:00,  1.61it/s]\nEpoch 0: |          | 616/? [06:23<00:00,  1.61it/s]\nEpoch 0: |          | 617/? [06:24<00:00,  1.61it/s]\nEpoch 0: |          | 617/? [06:24<00:00,  1.61it/s]\nEpoch 0: |          | 618/? [06:24<00:00,  1.61it/s]\nEpoch 0: |          | 618/? [06:24<00:00,  1.61it/s]\nEpoch 0: |          | 619/? [06:25<00:00,  1.61it/s]\nEpoch 0: |          | 619/? [06:25<00:00,  1.61it/s]\nEpoch 0: |          | 620/? [06:25<00:00,  1.61it/s]\nEpoch 0: |          | 620/? [06:25<00:00,  1.61it/s]\nEpoch 0: |          | 621/? [06:26<00:00,  1.61it/s]\nEpoch 0: |          | 621/? [06:26<00:00,  1.61it/s]\nEpoch 0: |          | 622/? [06:27<00:00,  1.61it/s]\nEpoch 0: |          | 622/? [06:27<00:00,  1.61it/s]\nEpoch 0: |          | 623/? [06:27<00:00,  1.61it/s]\nEpoch 0: |          | 623/? [06:27<00:00,  1.61it/s]\nEpoch 0: |          | 624/? [06:28<00:00,  1.61it/s]\nEpoch 0: |          | 624/? [06:28<00:00,  1.61it/s]\nEpoch 0: |          | 625/? [06:28<00:00,  1.61it/s]\nEpoch 0: |          | 625/? [06:28<00:00,  1.61it/s]\nEpoch 0: |          | 626/? [06:29<00:00,  1.61it/s]\nEpoch 0: |          | 626/? [06:29<00:00,  1.61it/s]\nEpoch 0: |          | 627/? [06:30<00:00,  1.61it/s]\nEpoch 0: |          | 627/? [06:30<00:00,  1.61it/s]\nEpoch 0: |          | 628/? [06:30<00:00,  1.61it/s]\nEpoch 0: |          | 628/? [06:30<00:00,  1.61it/s]\nEpoch 0: |          | 629/? [06:31<00:00,  1.61it/s]\nEpoch 0: |          | 629/? [06:31<00:00,  1.61it/s]\nEpoch 0: |          | 630/? [06:31<00:00,  1.61it/s]\nEpoch 0: |          | 630/? [06:31<00:00,  1.61it/s]\nEpoch 0: |          | 631/? [06:32<00:00,  1.61it/s]\nEpoch 0: |          | 631/? [06:32<00:00,  1.61it/s]\nEpoch 0: |          | 632/? [06:33<00:00,  1.61it/s]\nEpoch 0: |          | 632/? [06:33<00:00,  1.61it/s]\nEpoch 0: |          | 633/? [06:33<00:00,  1.61it/s]\nEpoch 0: |          | 633/? [06:33<00:00,  1.61it/s]\nEpoch 0: |          | 634/? [06:34<00:00,  1.61it/s]\nEpoch 0: |          | 634/? [06:34<00:00,  1.61it/s]\nEpoch 0: |          | 635/? [06:35<00:00,  1.61it/s]\nEpoch 0: |          | 635/? [06:35<00:00,  1.61it/s]\nEpoch 0: |          | 636/? [06:35<00:00,  1.61it/s]\nEpoch 0: |          | 636/? [06:35<00:00,  1.61it/s]\nEpoch 0: |          | 637/? [06:36<00:00,  1.61it/s]\nEpoch 0: |          | 637/? [06:36<00:00,  1.61it/s]\nEpoch 0: |          | 638/? [06:36<00:00,  1.61it/s]\nEpoch 0: |          | 638/? [06:36<00:00,  1.61it/s]\nEpoch 0: |          | 639/? [06:37<00:00,  1.61it/s]\nEpoch 0: |          | 639/? [06:37<00:00,  1.61it/s]\nEpoch 0: |          | 640/? [06:38<00:00,  1.61it/s]\nEpoch 0: |          | 640/? [06:38<00:00,  1.61it/s]\nEpoch 0: |          | 641/? [06:38<00:00,  1.61it/s]\nEpoch 0: |          | 641/? [06:38<00:00,  1.61it/s]\nEpoch 0: |          | 642/? [06:39<00:00,  1.61it/s]\nEpoch 0: |          | 642/? [06:39<00:00,  1.61it/s]\nEpoch 0: |          | 643/? [06:39<00:00,  1.61it/s]\nEpoch 0: |          | 643/? [06:39<00:00,  1.61it/s]\nEpoch 0: |          | 644/? [06:40<00:00,  1.61it/s]\nEpoch 0: |          | 644/? [06:40<00:00,  1.61it/s]\nEpoch 0: |          | 645/? [06:41<00:00,  1.61it/s]\nEpoch 0: |          | 645/? [06:41<00:00,  1.61it/s]\nEpoch 0: |          | 646/? [06:41<00:00,  1.61it/s]\nEpoch 0: |          | 646/? [06:41<00:00,  1.61it/s]\nEpoch 0: |          | 647/? [06:42<00:00,  1.61it/s]\nEpoch 0: |          | 647/? [06:42<00:00,  1.61it/s]\nEpoch 0: |          | 648/? [06:42<00:00,  1.61it/s]\nEpoch 0: |          | 648/? [06:42<00:00,  1.61it/s]\nEpoch 0: |          | 649/? [06:43<00:00,  1.61it/s]\nEpoch 0: |          | 649/? [06:43<00:00,  1.61it/s]\nEpoch 0: |          | 650/? [06:44<00:00,  1.61it/s]\nEpoch 0: |          | 650/? [06:44<00:00,  1.61it/s]\nEpoch 0: |          | 651/? [06:44<00:00,  1.61it/s]\nEpoch 0: |          | 651/? [06:44<00:00,  1.61it/s]\nEpoch 0: |          | 652/? [06:45<00:00,  1.61it/s]\nEpoch 0: |          | 652/? [06:45<00:00,  1.61it/s]\nEpoch 0: |          | 653/? [06:45<00:00,  1.61it/s]\nEpoch 0: |          | 653/? [06:45<00:00,  1.61it/s]\nEpoch 0: |          | 654/? [06:46<00:00,  1.61it/s]\nEpoch 0: |          | 654/? [06:46<00:00,  1.61it/s]\nEpoch 0: |          | 655/? [06:47<00:00,  1.61it/s]\nEpoch 0: |          | 655/? [06:47<00:00,  1.61it/s]\nEpoch 0: |          | 656/? [06:47<00:00,  1.61it/s]\nEpoch 0: |          | 656/? [06:47<00:00,  1.61it/s]\nEpoch 0: |          | 657/? [06:48<00:00,  1.61it/s]\nEpoch 0: |          | 657/? [06:48<00:00,  1.61it/s]\nEpoch 0: |          | 658/? [06:48<00:00,  1.61it/s]\nEpoch 0: |          | 658/? [06:48<00:00,  1.61it/s]\nEpoch 0: |          | 659/? [06:49<00:00,  1.61it/s]\nEpoch 0: |          | 659/? [06:49<00:00,  1.61it/s]\nEpoch 0: |          | 660/? [06:50<00:00,  1.61it/s]\nEpoch 0: |          | 660/? [06:50<00:00,  1.61it/s]\nEpoch 0: |          | 661/? [06:50<00:00,  1.61it/s]\nEpoch 0: |          | 661/? [06:50<00:00,  1.61it/s]\nEpoch 0: |          | 662/? [06:51<00:00,  1.61it/s]\nEpoch 0: |          | 662/? [06:51<00:00,  1.61it/s]\nEpoch 0: |          | 663/? [06:51<00:00,  1.61it/s]\nEpoch 0: |          | 663/? [06:51<00:00,  1.61it/s]\nEpoch 0: |          | 664/? [06:52<00:00,  1.61it/s]\nEpoch 0: |          | 664/? [06:52<00:00,  1.61it/s]\nEpoch 0: |          | 665/? [06:53<00:00,  1.61it/s]\nEpoch 0: |          | 665/? [06:53<00:00,  1.61it/s]\nEpoch 0: |          | 666/? [06:53<00:00,  1.61it/s]\nEpoch 0: |          | 666/? [06:53<00:00,  1.61it/s]\nEpoch 0: |          | 667/? [06:54<00:00,  1.61it/s]\nEpoch 0: |          | 667/? [06:54<00:00,  1.61it/s]\nEpoch 0: |          | 668/? [06:55<00:00,  1.61it/s]\nEpoch 0: |          | 668/? [06:55<00:00,  1.61it/s]\nEpoch 0: |          | 669/? [06:55<00:00,  1.61it/s]\nEpoch 0: |          | 669/? [06:55<00:00,  1.61it/s]\nEpoch 0: |          | 670/? [06:56<00:00,  1.61it/s]\nEpoch 0: |          | 670/? [06:56<00:00,  1.61it/s]\nEpoch 0: |          | 671/? [06:56<00:00,  1.61it/s]\nEpoch 0: |          | 671/? [06:56<00:00,  1.61it/s]\nEpoch 0: |          | 672/? [06:57<00:00,  1.61it/s]\nEpoch 0: |          | 672/? [06:57<00:00,  1.61it/s]\nEpoch 0: |          | 673/? [06:58<00:00,  1.61it/s]\nEpoch 0: |          | 673/? [06:58<00:00,  1.61it/s]\nEpoch 0: |          | 674/? [06:58<00:00,  1.61it/s]\nEpoch 0: |          | 674/? [06:58<00:00,  1.61it/s]\nEpoch 0: |          | 675/? [06:59<00:00,  1.61it/s]\nEpoch 0: |          | 675/? [06:59<00:00,  1.61it/s]\nEpoch 0: |          | 676/? [06:59<00:00,  1.61it/s]\nEpoch 0: |          | 676/? [06:59<00:00,  1.61it/s]\nEpoch 0: |          | 677/? [07:00<00:00,  1.61it/s]\nEpoch 0: |          | 677/? [07:00<00:00,  1.61it/s]\nEpoch 0: |          | 678/? [07:01<00:00,  1.61it/s]\nEpoch 0: |          | 678/? [07:01<00:00,  1.61it/s]\nEpoch 0: |          | 679/? [07:01<00:00,  1.61it/s]\nEpoch 0: |          | 679/? [07:01<00:00,  1.61it/s]\nEpoch 0: |          | 680/? [07:02<00:00,  1.61it/s]\nEpoch 0: |          | 680/? [07:02<00:00,  1.61it/s]\nEpoch 0: |          | 681/? [07:03<00:00,  1.61it/s]\nEpoch 0: |          | 681/? [07:03<00:00,  1.61it/s]\nEpoch 0: |          | 682/? [07:03<00:00,  1.61it/s]\nEpoch 0: |          | 682/? [07:03<00:00,  1.61it/s]\nEpoch 0: |          | 683/? [07:04<00:00,  1.61it/s]\nEpoch 0: |          | 683/? [07:04<00:00,  1.61it/s]\nEpoch 0: |          | 684/? [07:04<00:00,  1.61it/s]\nEpoch 0: |          | 684/? [07:04<00:00,  1.61it/s]\nEpoch 0: |          | 685/? [07:05<00:00,  1.61it/s]\nEpoch 0: |          | 685/? [07:05<00:00,  1.61it/s]\nEpoch 0: |          | 686/? [07:06<00:00,  1.61it/s]\nEpoch 0: |          | 686/? [07:06<00:00,  1.61it/s]\nEpoch 0: |          | 687/? [07:06<00:00,  1.61it/s]\nEpoch 0: |          | 687/? [07:06<00:00,  1.61it/s]\nEpoch 0: |          | 688/? [07:07<00:00,  1.61it/s]\nEpoch 0: |          | 688/? [07:07<00:00,  1.61it/s]\nEpoch 0: |          | 689/? [07:07<00:00,  1.61it/s]\nEpoch 0: |          | 689/? [07:07<00:00,  1.61it/s]\nEpoch 0: |          | 690/? [07:08<00:00,  1.61it/s]\nEpoch 0: |          | 690/? [07:08<00:00,  1.61it/s]\nEpoch 0: |          | 691/? [07:09<00:00,  1.61it/s]\nEpoch 0: |          | 691/? [07:09<00:00,  1.61it/s]\nEpoch 0: |          | 692/? [07:09<00:00,  1.61it/s]\nEpoch 0: |          | 692/? [07:09<00:00,  1.61it/s]\nEpoch 0: |          | 693/? [07:10<00:00,  1.61it/s]\nEpoch 0: |          | 693/? [07:10<00:00,  1.61it/s]\nEpoch 0: |          | 694/? [07:11<00:00,  1.61it/s]\nEpoch 0: |          | 694/? [07:11<00:00,  1.61it/s]\nEpoch 0: |          | 695/? [07:11<00:00,  1.61it/s]\nEpoch 0: |          | 695/? [07:11<00:00,  1.61it/s]\nEpoch 0: |          | 696/? [07:12<00:00,  1.61it/s]\nEpoch 0: |          | 696/? [07:12<00:00,  1.61it/s]\nEpoch 0: |          | 697/? [07:12<00:00,  1.61it/s]\nEpoch 0: |          | 697/? [07:12<00:00,  1.61it/s]\nEpoch 0: |          | 698/? [07:13<00:00,  1.61it/s]\nEpoch 0: |          | 698/? [07:13<00:00,  1.61it/s]\nEpoch 0: |          | 699/? [07:14<00:00,  1.61it/s]\nEpoch 0: |          | 699/? [07:14<00:00,  1.61it/s]\nEpoch 0: |          | 700/? [07:14<00:00,  1.61it/s]\nEpoch 0: |          | 700/? [07:14<00:00,  1.61it/s]\nEpoch 0: |          | 701/? [07:15<00:00,  1.61it/s]\nEpoch 0: |          | 701/? [07:15<00:00,  1.61it/s]\nEpoch 0: |          | 702/? [07:15<00:00,  1.61it/s]\nEpoch 0: |          | 702/? [07:15<00:00,  1.61it/s]\nEpoch 0: |          | 703/? [07:16<00:00,  1.61it/s]\nEpoch 0: |          | 703/? [07:16<00:00,  1.61it/s]\nEpoch 0: |          | 704/? [07:17<00:00,  1.61it/s]\nEpoch 0: |          | 704/? [07:17<00:00,  1.61it/s]\nEpoch 0: |          | 705/? [07:17<00:00,  1.61it/s]\nEpoch 0: |          | 705/? [07:17<00:00,  1.61it/s]\nEpoch 0: |          | 706/? [07:18<00:00,  1.61it/s]\nEpoch 0: |          | 706/? [07:18<00:00,  1.61it/s]\nEpoch 0: |          | 707/? [07:18<00:00,  1.61it/s]\nEpoch 0: |          | 707/? [07:18<00:00,  1.61it/s]\nEpoch 0: |          | 708/? [07:19<00:00,  1.61it/s]\nEpoch 0: |          | 708/? [07:19<00:00,  1.61it/s]\nEpoch 0: |          | 709/? [07:20<00:00,  1.61it/s]\nEpoch 0: |          | 709/? [07:20<00:00,  1.61it/s]\nEpoch 0: |          | 710/? [07:20<00:00,  1.61it/s]\nEpoch 0: |          | 710/? [07:20<00:00,  1.61it/s]\nEpoch 0: |          | 711/? [07:21<00:00,  1.61it/s]\nEpoch 0: |          | 711/? [07:21<00:00,  1.61it/s]\nEpoch 0: |          | 712/? [07:21<00:00,  1.61it/s]\nEpoch 0: |          | 712/? [07:21<00:00,  1.61it/s]\nEpoch 0: |          | 713/? [07:22<00:00,  1.61it/s]\nEpoch 0: |          | 713/? [07:22<00:00,  1.61it/s]\nEpoch 0: |          | 714/? [07:23<00:00,  1.61it/s]\nEpoch 0: |          | 714/? [07:23<00:00,  1.61it/s]\nEpoch 0: |          | 715/? [07:23<00:00,  1.61it/s]\nEpoch 0: |          | 715/? [07:23<00:00,  1.61it/s]\nEpoch 0: |          | 716/? [07:24<00:00,  1.61it/s]\nEpoch 0: |          | 716/? [07:24<00:00,  1.61it/s]\nEpoch 0: |          | 717/? [07:25<00:00,  1.61it/s]\nEpoch 0: |          | 717/? [07:25<00:00,  1.61it/s]\nEpoch 0: |          | 718/? [07:25<00:00,  1.61it/s]\nEpoch 0: |          | 718/? [07:25<00:00,  1.61it/s]\nEpoch 0: |          | 719/? [07:26<00:00,  1.61it/s]\nEpoch 0: |          | 719/? [07:26<00:00,  1.61it/s]\nEpoch 0: |          | 720/? [07:26<00:00,  1.61it/s]\nEpoch 0: |          | 720/? [07:26<00:00,  1.61it/s]\nEpoch 0: |          | 721/? [07:27<00:00,  1.61it/s]\nEpoch 0: |          | 721/? [07:27<00:00,  1.61it/s]\nEpoch 0: |          | 722/? [07:28<00:00,  1.61it/s]\nEpoch 0: |          | 722/? [07:28<00:00,  1.61it/s]\nEpoch 0: |          | 723/? [07:28<00:00,  1.61it/s]\nEpoch 0: |          | 723/? [07:28<00:00,  1.61it/s]\nEpoch 0: |          | 724/? [07:29<00:00,  1.61it/s]\nEpoch 0: |          | 724/? [07:29<00:00,  1.61it/s]\nEpoch 0: |          | 725/? [07:29<00:00,  1.61it/s]\nEpoch 0: |          | 725/? [07:29<00:00,  1.61it/s]\nEpoch 0: |          | 726/? [07:30<00:00,  1.61it/s]\nEpoch 0: |          | 726/? [07:30<00:00,  1.61it/s]\nEpoch 0: |          | 727/? [07:31<00:00,  1.61it/s]\nEpoch 0: |          | 727/? [07:31<00:00,  1.61it/s]\nEpoch 0: |          | 728/? [07:31<00:00,  1.61it/s]\nEpoch 0: |          | 728/? [07:31<00:00,  1.61it/s]\nEpoch 0: |          | 729/? [07:32<00:00,  1.61it/s]\nEpoch 0: |          | 729/? [07:32<00:00,  1.61it/s]\nEpoch 0: |          | 730/? [07:33<00:00,  1.61it/s]\nEpoch 0: |          | 730/? [07:33<00:00,  1.61it/s]\nEpoch 0: |          | 731/? [07:33<00:00,  1.61it/s]\nEpoch 0: |          | 731/? [07:33<00:00,  1.61it/s]\nEpoch 0: |          | 732/? [07:34<00:00,  1.61it/s]\nEpoch 0: |          | 732/? [07:34<00:00,  1.61it/s]\nEpoch 0: |          | 733/? [07:34<00:00,  1.61it/s]\nEpoch 0: |          | 733/? [07:34<00:00,  1.61it/s]\nEpoch 0: |          | 734/? [07:35<00:00,  1.61it/s]\nEpoch 0: |          | 734/? [07:35<00:00,  1.61it/s]\nEpoch 0: |          | 735/? [07:36<00:00,  1.61it/s]\nEpoch 0: |          | 735/? [07:36<00:00,  1.61it/s]\nEpoch 0: |          | 736/? [07:36<00:00,  1.61it/s]\nEpoch 0: |          | 736/? [07:36<00:00,  1.61it/s]\nEpoch 0: |          | 737/? [07:37<00:00,  1.61it/s]\nEpoch 0: |          | 737/? [07:37<00:00,  1.61it/s]\nEpoch 0: |          | 738/? [07:38<00:00,  1.61it/s]\nEpoch 0: |          | 738/? [07:38<00:00,  1.61it/s]\nEpoch 0: |          | 739/? [07:38<00:00,  1.61it/s]\nEpoch 0: |          | 739/? [07:38<00:00,  1.61it/s]\nEpoch 0: |          | 740/? [07:39<00:00,  1.61it/s]\nEpoch 0: |          | 740/? [07:39<00:00,  1.61it/s]\nEpoch 0: |          | 741/? [07:39<00:00,  1.61it/s]\nEpoch 0: |          | 741/? [07:39<00:00,  1.61it/s]\nEpoch 0: |          | 742/? [07:40<00:00,  1.61it/s]\nEpoch 0: |          | 742/? [07:40<00:00,  1.61it/s]\nEpoch 0: |          | 743/? [07:41<00:00,  1.61it/s]\nEpoch 0: |          | 743/? [07:41<00:00,  1.61it/s]\nEpoch 0: |          | 744/? [07:41<00:00,  1.61it/s]\nEpoch 0: |          | 744/? [07:41<00:00,  1.61it/s]\nEpoch 0: |          | 745/? [07:42<00:00,  1.61it/s]\nEpoch 0: |          | 745/? [07:42<00:00,  1.61it/s]\nEpoch 0: |          | 746/? [07:42<00:00,  1.61it/s]\nEpoch 0: |          | 746/? [07:42<00:00,  1.61it/s]\nEpoch 0: |          | 747/? [07:43<00:00,  1.61it/s]\nEpoch 0: |          | 747/? [07:43<00:00,  1.61it/s]\nEpoch 0: |          | 748/? [07:44<00:00,  1.61it/s]\nEpoch 0: |          | 748/? [07:44<00:00,  1.61it/s]\nEpoch 0: |          | 749/? [07:44<00:00,  1.61it/s]\nEpoch 0: |          | 749/? [07:44<00:00,  1.61it/s]\nEpoch 0: |          | 750/? [07:45<00:00,  1.61it/s]\nEpoch 0: |          | 750/? [07:45<00:00,  1.61it/s]\nEpoch 0: |          | 751/? [07:46<00:00,  1.61it/s]\nEpoch 0: |          | 751/? [07:46<00:00,  1.61it/s]\nEpoch 0: |          | 752/? [07:46<00:00,  1.61it/s]\nEpoch 0: |          | 752/? [07:46<00:00,  1.61it/s]\nEpoch 0: |          | 753/? [07:47<00:00,  1.61it/s]\nEpoch 0: |          | 753/? [07:47<00:00,  1.61it/s]\nEpoch 0: |          | 754/? [07:47<00:00,  1.61it/s]\nEpoch 0: |          | 754/? [07:47<00:00,  1.61it/s]\nEpoch 0: |          | 755/? [07:48<00:00,  1.61it/s]\nEpoch 0: |          | 755/? [07:48<00:00,  1.61it/s]\nEpoch 0: |          | 756/? [07:49<00:00,  1.61it/s]\nEpoch 0: |          | 756/? [07:49<00:00,  1.61it/s]\nEpoch 0: |          | 757/? [07:49<00:00,  1.61it/s]\nEpoch 0: |          | 757/? [07:49<00:00,  1.61it/s]\nEpoch 0: |          | 758/? [07:50<00:00,  1.61it/s]\nEpoch 0: |          | 758/? [07:50<00:00,  1.61it/s]\nEpoch 0: |          | 759/? [07:50<00:00,  1.61it/s]\nEpoch 0: |          | 759/? [07:50<00:00,  1.61it/s]\nEpoch 0: |          | 760/? [07:51<00:00,  1.61it/s]\nEpoch 0: |          | 760/? [07:51<00:00,  1.61it/s]\nEpoch 0: |          | 761/? [07:52<00:00,  1.61it/s]\nEpoch 0: |          | 761/? [07:52<00:00,  1.61it/s]\nEpoch 0: |          | 762/? [07:52<00:00,  1.61it/s]\nEpoch 0: |          | 762/? [07:52<00:00,  1.61it/s]\nEpoch 0: |          | 763/? [07:53<00:00,  1.61it/s]\nEpoch 0: |          | 763/? [07:53<00:00,  1.61it/s]\nEpoch 0: |          | 764/? [07:53<00:00,  1.61it/s]\nEpoch 0: |          | 764/? [07:53<00:00,  1.61it/s]\nEpoch 0: |          | 765/? [07:54<00:00,  1.61it/s]\nEpoch 0: |          | 765/? [07:54<00:00,  1.61it/s]\nEpoch 0: |          | 766/? [07:55<00:00,  1.61it/s]\nEpoch 0: |          | 766/? [07:55<00:00,  1.61it/s]\nEpoch 0: |          | 767/? [07:55<00:00,  1.61it/s]\nEpoch 0: |          | 767/? [07:55<00:00,  1.61it/s]\nEpoch 0: |          | 768/? [07:56<00:00,  1.61it/s]\nEpoch 0: |          | 768/? [07:56<00:00,  1.61it/s]\nEpoch 0: |          | 769/? [07:57<00:00,  1.61it/s]\nEpoch 0: |          | 769/? [07:57<00:00,  1.61it/s]\nEpoch 0: |          | 770/? [07:57<00:00,  1.61it/s]\nEpoch 0: |          | 770/? [07:57<00:00,  1.61it/s]\nEpoch 0: |          | 771/? [07:58<00:00,  1.61it/s]\nEpoch 0: |          | 771/? [07:58<00:00,  1.61it/s]\nEpoch 0: |          | 772/? [07:58<00:00,  1.61it/s]\nEpoch 0: |          | 772/? [07:58<00:00,  1.61it/s]\nEpoch 0: |          | 773/? [07:59<00:00,  1.61it/s]\nEpoch 0: |          | 773/? [07:59<00:00,  1.61it/s]\nEpoch 0: |          | 774/? [08:00<00:00,  1.61it/s]\nEpoch 0: |          | 774/? [08:00<00:00,  1.61it/s]\nEpoch 0: |          | 775/? [08:00<00:00,  1.61it/s]\nEpoch 0: |          | 775/? [08:00<00:00,  1.61it/s]\nEpoch 0: |          | 776/? [08:01<00:00,  1.61it/s]\nEpoch 0: |          | 776/? [08:01<00:00,  1.61it/s]\nEpoch 0: |          | 777/? [08:02<00:00,  1.61it/s]\nEpoch 0: |          | 777/? [08:02<00:00,  1.61it/s]\nEpoch 0: |          | 778/? [08:02<00:00,  1.61it/s]\nEpoch 0: |          | 778/? [08:02<00:00,  1.61it/s]\nEpoch 0: |          | 779/? [08:03<00:00,  1.61it/s]\nEpoch 0: |          | 779/? [08:03<00:00,  1.61it/s]\nEpoch 0: |          | 780/? [08:03<00:00,  1.61it/s]\nEpoch 0: |          | 780/? [08:03<00:00,  1.61it/s]\nEpoch 0: |          | 781/? [08:04<00:00,  1.61it/s]\nEpoch 0: |          | 781/? [08:04<00:00,  1.61it/s]\nEpoch 0: |          | 782/? [08:05<00:00,  1.61it/s]\nEpoch 0: |          | 782/? [08:05<00:00,  1.61it/s]\nEpoch 0: |          | 783/? [08:05<00:00,  1.61it/s]\nEpoch 0: |          | 783/? [08:05<00:00,  1.61it/s]\nEpoch 0: |          | 784/? [08:06<00:00,  1.61it/s]\nEpoch 0: |          | 784/? [08:06<00:00,  1.61it/s]\nEpoch 0: |          | 785/? [08:07<00:00,  1.61it/s]\nEpoch 0: |          | 785/? [08:07<00:00,  1.61it/s]\nEpoch 0: |          | 786/? [08:07<00:00,  1.61it/s]\nEpoch 0: |          | 786/? [08:07<00:00,  1.61it/s]\nEpoch 0: |          | 787/? [08:08<00:00,  1.61it/s]\nEpoch 0: |          | 787/? [08:08<00:00,  1.61it/s]\nEpoch 0: |          | 788/? [08:08<00:00,  1.61it/s]\nEpoch 0: |          | 788/? [08:08<00:00,  1.61it/s]\nEpoch 0: |          | 789/? [08:09<00:00,  1.61it/s]\nEpoch 0: |          | 789/? [08:09<00:00,  1.61it/s]\nEpoch 0: |          | 790/? [08:10<00:00,  1.61it/s]\nEpoch 0: |          | 790/? [08:10<00:00,  1.61it/s]\nEpoch 0: |          | 791/? [08:10<00:00,  1.61it/s]\nEpoch 0: |          | 791/? [08:10<00:00,  1.61it/s]\nEpoch 0: |          | 792/? [08:11<00:00,  1.61it/s]\nEpoch 0: |          | 792/? [08:11<00:00,  1.61it/s]\nEpoch 0: |          | 793/? [08:11<00:00,  1.61it/s]\nEpoch 0: |          | 793/? [08:11<00:00,  1.61it/s]\nEpoch 0: |          | 794/? [08:12<00:00,  1.61it/s]\nEpoch 0: |          | 794/? [08:12<00:00,  1.61it/s]\nEpoch 0: |          | 795/? [08:13<00:00,  1.61it/s]\nEpoch 0: |          | 795/? [08:13<00:00,  1.61it/s]\nEpoch 0: |          | 796/? [08:13<00:00,  1.61it/s]\nEpoch 0: |          | 796/? [08:13<00:00,  1.61it/s]\nEpoch 0: |          | 797/? [08:14<00:00,  1.61it/s]\nEpoch 0: |          | 797/? [08:14<00:00,  1.61it/s]\nEpoch 0: |          | 798/? [08:15<00:00,  1.61it/s]\nEpoch 0: |          | 798/? [08:15<00:00,  1.61it/s]\nEpoch 0: |          | 799/? [08:15<00:00,  1.61it/s]\nEpoch 0: |          | 799/? [08:15<00:00,  1.61it/s]\nEpoch 0: |          | 800/? [08:16<00:00,  1.61it/s]\nEpoch 0: |          | 800/? [08:16<00:00,  1.61it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:02,  1.33it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.28it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:02<00:00,  1.31it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:03<00:00,  1.30it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 800/? [08:19<00:00,  1.60it/s]\nEpoch 0: |          | 801/? [08:20<00:00,  1.60it/s]\nEpoch 0: |          | 801/? [08:20<00:00,  1.60it/s]\nEpoch 0: |          | 802/? [08:20<00:00,  1.60it/s]\nEpoch 0: |          | 802/? [08:20<00:00,  1.60it/s]\nEpoch 0: |          | 803/? [08:21<00:00,  1.60it/s]\nEpoch 0: |          | 803/? [08:21<00:00,  1.60it/s]\nEpoch 0: |          | 804/? [08:21<00:00,  1.60it/s]\nEpoch 0: |          | 804/? [08:21<00:00,  1.60it/s]\nEpoch 0: |          | 805/? [08:22<00:00,  1.60it/s]\nEpoch 0: |          | 805/? [08:22<00:00,  1.60it/s]\nEpoch 0: |          | 806/? [08:23<00:00,  1.60it/s]\nEpoch 0: |          | 806/? [08:23<00:00,  1.60it/s]\nEpoch 0: |          | 807/? [08:23<00:00,  1.60it/s]\nEpoch 0: |          | 807/? [08:23<00:00,  1.60it/s]\nEpoch 0: |          | 808/? [08:24<00:00,  1.60it/s]\nEpoch 0: |          | 808/? [08:24<00:00,  1.60it/s]\nEpoch 0: |          | 809/? [08:24<00:00,  1.60it/s]\nEpoch 0: |          | 809/? [08:24<00:00,  1.60it/s]\nEpoch 0: |          | 810/? [08:25<00:00,  1.60it/s]\nEpoch 0: |          | 810/? [08:25<00:00,  1.60it/s]\nEpoch 0: |          | 811/? [08:26<00:00,  1.60it/s]\nEpoch 0: |          | 811/? [08:26<00:00,  1.60it/s]\nEpoch 0: |          | 812/? [08:26<00:00,  1.60it/s]\nEpoch 0: |          | 812/? [08:26<00:00,  1.60it/s]\nEpoch 0: |          | 813/? [08:27<00:00,  1.60it/s]\nEpoch 0: |          | 813/? [08:27<00:00,  1.60it/s]\nEpoch 0: |          | 814/? [08:27<00:00,  1.60it/s]\nEpoch 0: |          | 814/? [08:27<00:00,  1.60it/s]\nEpoch 0: |          | 815/? [08:28<00:00,  1.60it/s]\nEpoch 0: |          | 815/? [08:28<00:00,  1.60it/s]\nEpoch 0: |          | 816/? [08:29<00:00,  1.60it/s]\nEpoch 0: |          | 816/? [08:29<00:00,  1.60it/s]\nEpoch 0: |          | 817/? [08:29<00:00,  1.60it/s]\nEpoch 0: |          | 817/? [08:29<00:00,  1.60it/s]\nEpoch 0: |          | 818/? [08:30<00:00,  1.60it/s]\nEpoch 0: |          | 818/? [08:30<00:00,  1.60it/s]\nEpoch 0: |          | 819/? [08:31<00:00,  1.60it/s]\nEpoch 0: |          | 819/? [08:31<00:00,  1.60it/s]\nEpoch 0: |          | 820/? [08:31<00:00,  1.60it/s]\nEpoch 0: |          | 820/? [08:31<00:00,  1.60it/s]\nEpoch 0: |          | 821/? [08:32<00:00,  1.60it/s]\nEpoch 0: |          | 821/? [08:32<00:00,  1.60it/s]\nEpoch 0: |          | 822/? [08:32<00:00,  1.60it/s]\nEpoch 0: |          | 822/? [08:32<00:00,  1.60it/s]\nEpoch 0: |          | 823/? [08:33<00:00,  1.60it/s]\nEpoch 0: |          | 823/? [08:33<00:00,  1.60it/s]\nEpoch 0: |          | 824/? [08:34<00:00,  1.60it/s]\nEpoch 0: |          | 824/? [08:34<00:00,  1.60it/s]\nEpoch 0: |          | 825/? [08:34<00:00,  1.60it/s]\nEpoch 0: |          | 825/? [08:34<00:00,  1.60it/s]\nEpoch 0: |          | 826/? [08:35<00:00,  1.60it/s]\nEpoch 0: |          | 826/? [08:35<00:00,  1.60it/s]\nEpoch 0: |          | 827/? [08:35<00:00,  1.60it/s]\nEpoch 0: |          | 827/? [08:35<00:00,  1.60it/s]\nEpoch 0: |          | 828/? [08:36<00:00,  1.60it/s]\nEpoch 0: |          | 828/? [08:36<00:00,  1.60it/s]\nEpoch 0: |          | 829/? [08:37<00:00,  1.60it/s]\nEpoch 0: |          | 829/? [08:37<00:00,  1.60it/s]\nEpoch 0: |          | 830/? [08:37<00:00,  1.60it/s]\nEpoch 0: |          | 830/? [08:37<00:00,  1.60it/s]\nEpoch 0: |          | 831/? [08:38<00:00,  1.60it/s]\nEpoch 0: |          | 831/? [08:38<00:00,  1.60it/s]\nEpoch 0: |          | 832/? [08:39<00:00,  1.60it/s]\nEpoch 0: |          | 832/? [08:39<00:00,  1.60it/s]\nEpoch 0: |          | 833/? [08:39<00:00,  1.60it/s]\nEpoch 0: |          | 833/? [08:39<00:00,  1.60it/s]\nEpoch 0: |          | 834/? [08:40<00:00,  1.60it/s]\nEpoch 0: |          | 834/? [08:40<00:00,  1.60it/s]\nEpoch 0: |          | 835/? [08:40<00:00,  1.60it/s]\nEpoch 0: |          | 835/? [08:40<00:00,  1.60it/s]\nEpoch 0: |          | 836/? [08:41<00:00,  1.60it/s]\nEpoch 0: |          | 836/? [08:41<00:00,  1.60it/s]\nEpoch 0: |          | 837/? [08:42<00:00,  1.60it/s]\nEpoch 0: |          | 837/? [08:42<00:00,  1.60it/s]\nEpoch 0: |          | 838/? [08:42<00:00,  1.60it/s]\nEpoch 0: |          | 838/? [08:42<00:00,  1.60it/s]\nEpoch 0: |          | 839/? [08:43<00:00,  1.60it/s]\nEpoch 0: |          | 839/? [08:43<00:00,  1.60it/s]\nEpoch 0: |          | 840/? [08:43<00:00,  1.60it/s]\nEpoch 0: |          | 840/? [08:43<00:00,  1.60it/s]\nEpoch 0: |          | 841/? [08:44<00:00,  1.60it/s]\nEpoch 0: |          | 841/? [08:44<00:00,  1.60it/s]\nEpoch 0: |          | 842/? [08:45<00:00,  1.60it/s]\nEpoch 0: |          | 842/? [08:45<00:00,  1.60it/s]\nEpoch 0: |          | 843/? [08:45<00:00,  1.60it/s]\nEpoch 0: |          | 843/? [08:45<00:00,  1.60it/s]\nEpoch 0: |          | 844/? [08:46<00:00,  1.60it/s]\nEpoch 0: |          | 844/? [08:46<00:00,  1.60it/s]\nEpoch 0: |          | 845/? [08:47<00:00,  1.60it/s]\nEpoch 0: |          | 845/? [08:47<00:00,  1.60it/s]\nEpoch 0: |          | 846/? [08:47<00:00,  1.60it/s]\nEpoch 0: |          | 846/? [08:47<00:00,  1.60it/s]\nEpoch 0: |          | 847/? [08:48<00:00,  1.60it/s]\nEpoch 0: |          | 847/? [08:48<00:00,  1.60it/s]\nEpoch 0: |          | 848/? [08:48<00:00,  1.60it/s]\nEpoch 0: |          | 848/? [08:48<00:00,  1.60it/s]\nEpoch 0: |          | 849/? [08:49<00:00,  1.60it/s]\nEpoch 0: |          | 849/? [08:49<00:00,  1.60it/s]\nEpoch 0: |          | 850/? [08:50<00:00,  1.60it/s]\nEpoch 0: |          | 850/? [08:50<00:00,  1.60it/s]\nEpoch 0: |          | 851/? [08:50<00:00,  1.60it/s]\nEpoch 0: |          | 851/? [08:50<00:00,  1.60it/s]\nEpoch 0: |          | 852/? [08:51<00:00,  1.60it/s]\nEpoch 0: |          | 852/? [08:51<00:00,  1.60it/s]\nEpoch 0: |          | 853/? [08:51<00:00,  1.60it/s]\nEpoch 0: |          | 853/? [08:51<00:00,  1.60it/s]\nEpoch 0: |          | 854/? [08:52<00:00,  1.60it/s]\nEpoch 0: |          | 854/? [08:52<00:00,  1.60it/s]\nEpoch 0: |          | 855/? [08:53<00:00,  1.60it/s]\nEpoch 0: |          | 855/? [08:53<00:00,  1.60it/s]\nEpoch 0: |          | 856/? [08:53<00:00,  1.60it/s]\nEpoch 0: |          | 856/? [08:53<00:00,  1.60it/s]\nEpoch 0: |          | 857/? [08:54<00:00,  1.60it/s]\nEpoch 0: |          | 857/? [08:54<00:00,  1.60it/s]\nEpoch 0: |          | 858/? [08:55<00:00,  1.60it/s]\nEpoch 0: |          | 858/? [08:55<00:00,  1.60it/s]\nEpoch 0: |          | 859/? [08:55<00:00,  1.60it/s]\nEpoch 0: |          | 859/? [08:55<00:00,  1.60it/s]\nEpoch 0: |          | 860/? [08:56<00:00,  1.60it/s]\nEpoch 0: |          | 860/? [08:56<00:00,  1.60it/s]\nEpoch 0: |          | 861/? [08:56<00:00,  1.60it/s]\nEpoch 0: |          | 861/? [08:56<00:00,  1.60it/s]\nEpoch 0: |          | 862/? [08:57<00:00,  1.60it/s]\nEpoch 0: |          | 862/? [08:57<00:00,  1.60it/s]\nEpoch 0: |          | 863/? [08:58<00:00,  1.60it/s]\nEpoch 0: |          | 863/? [08:58<00:00,  1.60it/s]\nEpoch 0: |          | 864/? [08:58<00:00,  1.60it/s]\nEpoch 0: |          | 864/? [08:58<00:00,  1.60it/s]\nEpoch 0: |          | 865/? [08:59<00:00,  1.60it/s]\nEpoch 0: |          | 865/? [08:59<00:00,  1.60it/s]\nEpoch 0: |          | 866/? [08:59<00:00,  1.60it/s]\nEpoch 0: |          | 866/? [08:59<00:00,  1.60it/s]\nEpoch 0: |          | 867/? [09:00<00:00,  1.60it/s]\nEpoch 0: |          | 867/? [09:00<00:00,  1.60it/s]\nEpoch 0: |          | 868/? [09:01<00:00,  1.60it/s]\nEpoch 0: |          | 868/? [09:01<00:00,  1.60it/s]\nEpoch 0: |          | 869/? [09:01<00:00,  1.60it/s]\nEpoch 0: |          | 869/? [09:01<00:00,  1.60it/s]\nEpoch 0: |          | 870/? [09:02<00:00,  1.60it/s]\nEpoch 0: |          | 870/? [09:02<00:00,  1.60it/s]\nEpoch 0: |          | 871/? [09:03<00:00,  1.60it/s]\nEpoch 0: |          | 871/? [09:03<00:00,  1.60it/s]\nEpoch 0: |          | 872/? [09:03<00:00,  1.60it/s]\nEpoch 0: |          | 872/? [09:03<00:00,  1.60it/s]\nEpoch 0: |          | 873/? [09:04<00:00,  1.60it/s]\nEpoch 0: |          | 873/? [09:04<00:00,  1.60it/s]\nEpoch 0: |          | 874/? [09:04<00:00,  1.60it/s]\nEpoch 0: |          | 874/? [09:04<00:00,  1.60it/s]\nEpoch 0: |          | 875/? [09:05<00:00,  1.60it/s]\nEpoch 0: |          | 875/? [09:05<00:00,  1.60it/s]\nEpoch 0: |          | 876/? [09:06<00:00,  1.60it/s]\nEpoch 0: |          | 876/? [09:06<00:00,  1.60it/s]\nEpoch 0: |          | 877/? [09:06<00:00,  1.60it/s]\nEpoch 0: |          | 877/? [09:06<00:00,  1.60it/s]\nEpoch 0: |          | 878/? [09:07<00:00,  1.60it/s]\nEpoch 0: |          | 878/? [09:07<00:00,  1.60it/s]\nEpoch 0: |          | 879/? [09:07<00:00,  1.60it/s]\nEpoch 0: |          | 879/? [09:07<00:00,  1.60it/s]\nEpoch 0: |          | 880/? [09:08<00:00,  1.60it/s]\nEpoch 0: |          | 880/? [09:08<00:00,  1.60it/s]\nEpoch 0: |          | 881/? [09:09<00:00,  1.60it/s]\nEpoch 0: |          | 881/? [09:09<00:00,  1.60it/s]\nEpoch 0: |          | 882/? [09:09<00:00,  1.60it/s]\nEpoch 0: |          | 882/? [09:09<00:00,  1.60it/s]\nEpoch 0: |          | 883/? [09:10<00:00,  1.60it/s]\nEpoch 0: |          | 883/? [09:10<00:00,  1.60it/s]\nEpoch 0: |          | 884/? [09:10<00:00,  1.60it/s]\nEpoch 0: |          | 884/? [09:10<00:00,  1.60it/s]\nEpoch 0: |          | 885/? [09:11<00:00,  1.60it/s]\nEpoch 0: |          | 885/? [09:11<00:00,  1.60it/s]\nEpoch 0: |          | 886/? [09:12<00:00,  1.60it/s]\nEpoch 0: |          | 886/? [09:12<00:00,  1.60it/s]\nEpoch 0: |          | 887/? [09:12<00:00,  1.61it/s]\nEpoch 0: |          | 887/? [09:12<00:00,  1.61it/s]\nEpoch 0: |          | 888/? [09:13<00:00,  1.61it/s]\nEpoch 0: |          | 888/? [09:13<00:00,  1.61it/s]\nEpoch 0: |          | 889/? [09:13<00:00,  1.61it/s]\nEpoch 0: |          | 889/? [09:13<00:00,  1.61it/s]\nEpoch 0: |          | 890/? [09:14<00:00,  1.61it/s]\nEpoch 0: |          | 890/? [09:14<00:00,  1.61it/s]\nEpoch 0: |          | 891/? [09:15<00:00,  1.61it/s]\nEpoch 0: |          | 891/? [09:15<00:00,  1.61it/s]\nEpoch 0: |          | 892/? [09:15<00:00,  1.61it/s]\nEpoch 0: |          | 892/? [09:15<00:00,  1.61it/s]\nEpoch 0: |          | 893/? [09:16<00:00,  1.61it/s]\nEpoch 0: |          | 893/? [09:16<00:00,  1.61it/s]\nEpoch 0: |          | 894/? [09:16<00:00,  1.61it/s]\nEpoch 0: |          | 894/? [09:16<00:00,  1.61it/s]\nEpoch 0: |          | 895/? [09:17<00:00,  1.61it/s]\nEpoch 0: |          | 895/? [09:17<00:00,  1.61it/s]\nEpoch 0: |          | 896/? [09:18<00:00,  1.61it/s]\nEpoch 0: |          | 896/? [09:18<00:00,  1.61it/s]\nEpoch 0: |          | 897/? [09:18<00:00,  1.61it/s]\nEpoch 0: |          | 897/? [09:18<00:00,  1.61it/s]\nEpoch 0: |          | 898/? [09:19<00:00,  1.61it/s]\nEpoch 0: |          | 898/? [09:19<00:00,  1.61it/s]\nEpoch 0: |          | 899/? [09:19<00:00,  1.61it/s]\nEpoch 0: |          | 899/? [09:19<00:00,  1.61it/s]\nEpoch 0: |          | 900/? [09:20<00:00,  1.61it/s]\nEpoch 0: |          | 900/? [09:20<00:00,  1.61it/s]\nEpoch 0: |          | 901/? [09:21<00:00,  1.61it/s]\nEpoch 0: |          | 901/? [09:21<00:00,  1.61it/s]\nEpoch 0: |          | 902/? [09:21<00:00,  1.61it/s]\nEpoch 0: |          | 902/? [09:21<00:00,  1.61it/s]\nEpoch 0: |          | 903/? [09:22<00:00,  1.61it/s]\nEpoch 0: |          | 903/? [09:22<00:00,  1.61it/s]\nEpoch 0: |          | 904/? [09:23<00:00,  1.61it/s]\nEpoch 0: |          | 904/? [09:23<00:00,  1.61it/s]\nEpoch 0: |          | 905/? [09:23<00:00,  1.61it/s]\nEpoch 0: |          | 905/? [09:23<00:00,  1.61it/s]\nEpoch 0: |          | 906/? [09:24<00:00,  1.61it/s]\nEpoch 0: |          | 906/? [09:24<00:00,  1.61it/s]\nEpoch 0: |          | 907/? [09:24<00:00,  1.61it/s]\nEpoch 0: |          | 907/? [09:24<00:00,  1.61it/s]\nEpoch 0: |          | 908/? [09:25<00:00,  1.61it/s]\nEpoch 0: |          | 908/? [09:25<00:00,  1.61it/s]\nEpoch 0: |          | 909/? [09:26<00:00,  1.61it/s]\nEpoch 0: |          | 909/? [09:26<00:00,  1.61it/s]\nEpoch 0: |          | 910/? [09:26<00:00,  1.61it/s]\nEpoch 0: |          | 910/? [09:26<00:00,  1.61it/s]\nEpoch 0: |          | 911/? [09:27<00:00,  1.61it/s]\nEpoch 0: |          | 911/? [09:27<00:00,  1.61it/s]\nEpoch 0: |          | 912/? [09:27<00:00,  1.61it/s]\nEpoch 0: |          | 912/? [09:27<00:00,  1.61it/s]\nEpoch 0: |          | 913/? [09:28<00:00,  1.61it/s]\nEpoch 0: |          | 913/? [09:28<00:00,  1.61it/s]\nEpoch 0: |          | 914/? [09:29<00:00,  1.61it/s]\nEpoch 0: |          | 914/? [09:29<00:00,  1.61it/s]\nEpoch 0: |          | 915/? [09:29<00:00,  1.61it/s]\nEpoch 0: |          | 915/? [09:29<00:00,  1.61it/s]\nEpoch 0: |          | 916/? [09:30<00:00,  1.61it/s]\nEpoch 0: |          | 916/? [09:30<00:00,  1.61it/s]\nEpoch 0: |          | 917/? [09:30<00:00,  1.61it/s]\nEpoch 0: |          | 917/? [09:30<00:00,  1.61it/s]\nEpoch 0: |          | 918/? [09:31<00:00,  1.61it/s]\nEpoch 0: |          | 918/? [09:31<00:00,  1.61it/s]\nEpoch 0: |          | 919/? [09:32<00:00,  1.61it/s]\nEpoch 0: |          | 919/? [09:32<00:00,  1.61it/s]\nEpoch 0: |          | 920/? [09:32<00:00,  1.61it/s]\nEpoch 0: |          | 920/? [09:32<00:00,  1.61it/s]\nEpoch 0: |          | 921/? [09:33<00:00,  1.61it/s]\nEpoch 0: |          | 921/? [09:33<00:00,  1.61it/s]\nEpoch 0: |          | 922/? [09:34<00:00,  1.61it/s]\nEpoch 0: |          | 922/? [09:34<00:00,  1.61it/s]\nEpoch 0: |          | 923/? [09:34<00:00,  1.61it/s]\nEpoch 0: |          | 923/? [09:34<00:00,  1.61it/s]\nEpoch 0: |          | 924/? [09:35<00:00,  1.61it/s]\nEpoch 0: |          | 924/? [09:35<00:00,  1.61it/s]\nEpoch 0: |          | 925/? [09:35<00:00,  1.61it/s]\nEpoch 0: |          | 925/? [09:35<00:00,  1.61it/s]\nEpoch 0: |          | 926/? [09:36<00:00,  1.61it/s]\nEpoch 0: |          | 926/? [09:36<00:00,  1.61it/s]\nEpoch 0: |          | 927/? [09:37<00:00,  1.61it/s]\nEpoch 0: |          | 927/? [09:37<00:00,  1.61it/s]\nEpoch 0: |          | 928/? [09:37<00:00,  1.61it/s]\nEpoch 0: |          | 928/? [09:37<00:00,  1.61it/s]\nEpoch 0: |          | 929/? [09:38<00:00,  1.61it/s]\nEpoch 0: |          | 929/? [09:38<00:00,  1.61it/s]\nEpoch 0: |          | 930/? [09:38<00:00,  1.61it/s]\nEpoch 0: |          | 930/? [09:38<00:00,  1.61it/s]\nEpoch 0: |          | 931/? [09:39<00:00,  1.61it/s]\nEpoch 0: |          | 931/? [09:39<00:00,  1.61it/s]\nEpoch 0: |          | 932/? [09:40<00:00,  1.61it/s]\nEpoch 0: |          | 932/? [09:40<00:00,  1.61it/s]\nEpoch 0: |          | 933/? [09:40<00:00,  1.61it/s]\nEpoch 0: |          | 933/? [09:40<00:00,  1.61it/s]\nEpoch 0: |          | 934/? [09:41<00:00,  1.61it/s]\nEpoch 0: |          | 934/? [09:41<00:00,  1.61it/s]\nEpoch 0: |          | 935/? [09:42<00:00,  1.61it/s]\nEpoch 0: |          | 935/? [09:42<00:00,  1.61it/s]\nEpoch 0: |          | 936/? [09:42<00:00,  1.61it/s]\nEpoch 0: |          | 936/? [09:42<00:00,  1.61it/s]\nEpoch 0: |          | 937/? [09:43<00:00,  1.61it/s]\nEpoch 0: |          | 937/? [09:43<00:00,  1.61it/s]\nEpoch 0: |          | 938/? [09:43<00:00,  1.61it/s]\nEpoch 0: |          | 938/? [09:43<00:00,  1.61it/s]\nEpoch 0: |          | 939/? [09:44<00:00,  1.61it/s]\nEpoch 0: |          | 939/? [09:44<00:00,  1.61it/s]\nEpoch 0: |          | 940/? [09:45<00:00,  1.61it/s]\nEpoch 0: |          | 940/? [09:45<00:00,  1.61it/s]\nEpoch 0: |          | 941/? [09:45<00:00,  1.61it/s]\nEpoch 0: |          | 941/? [09:45<00:00,  1.61it/s]\nEpoch 0: |          | 942/? [09:46<00:00,  1.61it/s]\nEpoch 0: |          | 942/? [09:46<00:00,  1.61it/s]\nEpoch 0: |          | 943/? [09:46<00:00,  1.61it/s]\nEpoch 0: |          | 943/? [09:46<00:00,  1.61it/s]\nEpoch 0: |          | 944/? [09:47<00:00,  1.61it/s]\nEpoch 0: |          | 944/? [09:47<00:00,  1.61it/s]\nEpoch 0: |          | 945/? [09:48<00:00,  1.61it/s]\nEpoch 0: |          | 945/? [09:48<00:00,  1.61it/s]\nEpoch 0: |          | 946/? [09:48<00:00,  1.61it/s]\nEpoch 0: |          | 946/? [09:48<00:00,  1.61it/s]\nEpoch 0: |          | 947/? [09:49<00:00,  1.61it/s]\nEpoch 0: |          | 947/? [09:49<00:00,  1.61it/s]\nEpoch 0: |          | 948/? [09:50<00:00,  1.61it/s]\nEpoch 0: |          | 948/? [09:50<00:00,  1.61it/s]\nEpoch 0: |          | 949/? [09:50<00:00,  1.61it/s]\nEpoch 0: |          | 949/? [09:50<00:00,  1.61it/s]\nEpoch 0: |          | 950/? [09:51<00:00,  1.61it/s]\nEpoch 0: |          | 950/? [09:51<00:00,  1.61it/s]\nEpoch 0: |          | 951/? [09:51<00:00,  1.61it/s]\nEpoch 0: |          | 951/? [09:51<00:00,  1.61it/s]\nEpoch 0: |          | 952/? [09:52<00:00,  1.61it/s]\nEpoch 0: |          | 952/? [09:52<00:00,  1.61it/s]\nEpoch 0: |          | 953/? [09:53<00:00,  1.61it/s]\nEpoch 0: |          | 953/? [09:53<00:00,  1.61it/s]\nEpoch 0: |          | 954/? [09:53<00:00,  1.61it/s]\nEpoch 0: |          | 954/? [09:53<00:00,  1.61it/s]\nEpoch 0: |          | 955/? [09:54<00:00,  1.61it/s]\nEpoch 0: |          | 955/? [09:54<00:00,  1.61it/s]\nEpoch 0: |          | 956/? [09:54<00:00,  1.61it/s]\nEpoch 0: |          | 956/? [09:54<00:00,  1.61it/s]\nEpoch 0: |          | 957/? [09:55<00:00,  1.61it/s]\nEpoch 0: |          | 957/? [09:55<00:00,  1.61it/s]\nEpoch 0: |          | 958/? [09:56<00:00,  1.61it/s]\nEpoch 0: |          | 958/? [09:56<00:00,  1.61it/s]\nEpoch 0: |          | 959/? [09:56<00:00,  1.61it/s]\nEpoch 0: |          | 959/? [09:56<00:00,  1.61it/s]\nEpoch 0: |          | 960/? [09:57<00:00,  1.61it/s]\nEpoch 0: |          | 960/? [09:57<00:00,  1.61it/s]\nEpoch 0: |          | 961/? [09:57<00:00,  1.61it/s]\nEpoch 0: |          | 961/? [09:57<00:00,  1.61it/s]\nEpoch 0: |          | 962/? [09:58<00:00,  1.61it/s]\nEpoch 0: |          | 962/? [09:58<00:00,  1.61it/s]\nEpoch 0: |          | 963/? [09:59<00:00,  1.61it/s]\nEpoch 0: |          | 963/? [09:59<00:00,  1.61it/s]\nEpoch 0: |          | 964/? [09:59<00:00,  1.61it/s]\nEpoch 0: |          | 964/? [09:59<00:00,  1.61it/s]\nEpoch 0: |          | 965/? [10:00<00:00,  1.61it/s]\nEpoch 0: |          | 965/? [10:00<00:00,  1.61it/s]\nEpoch 0: |          | 966/? [10:00<00:00,  1.61it/s]\nEpoch 0: |          | 966/? [10:00<00:00,  1.61it/s]\nEpoch 0: |          | 967/? [10:01<00:00,  1.61it/s]\nEpoch 0: |          | 967/? [10:01<00:00,  1.61it/s]\nEpoch 0: |          | 968/? [10:02<00:00,  1.61it/s]\nEpoch 0: |          | 968/? [10:02<00:00,  1.61it/s]\nEpoch 0: |          | 969/? [10:02<00:00,  1.61it/s]\nEpoch 0: |          | 969/? [10:02<00:00,  1.61it/s]\nEpoch 0: |          | 970/? [10:03<00:00,  1.61it/s]\nEpoch 0: |          | 970/? [10:03<00:00,  1.61it/s]\nEpoch 0: |          | 971/? [10:03<00:00,  1.61it/s]\nEpoch 0: |          | 971/? [10:03<00:00,  1.61it/s]\nEpoch 0: |          | 972/? [10:04<00:00,  1.61it/s]\nEpoch 0: |          | 972/? [10:04<00:00,  1.61it/s]\nEpoch 0: |          | 973/? [10:05<00:00,  1.61it/s]\nEpoch 0: |          | 973/? [10:05<00:00,  1.61it/s]\nEpoch 0: |          | 974/? [10:05<00:00,  1.61it/s]\nEpoch 0: |          | 974/? [10:05<00:00,  1.61it/s]\nEpoch 0: |          | 975/? [10:06<00:00,  1.61it/s]\nEpoch 0: |          | 975/? [10:06<00:00,  1.61it/s]\nEpoch 0: |          | 976/? [10:07<00:00,  1.61it/s]\nEpoch 0: |          | 976/? [10:07<00:00,  1.61it/s]\nEpoch 0: |          | 977/? [10:07<00:00,  1.61it/s]\nEpoch 0: |          | 977/? [10:07<00:00,  1.61it/s]\nEpoch 0: |          | 978/? [10:08<00:00,  1.61it/s]\nEpoch 0: |          | 978/? [10:08<00:00,  1.61it/s]\nEpoch 0: |          | 979/? [10:08<00:00,  1.61it/s]\nEpoch 0: |          | 979/? [10:08<00:00,  1.61it/s]\nEpoch 0: |          | 980/? [10:09<00:00,  1.61it/s]\nEpoch 0: |          | 980/? [10:09<00:00,  1.61it/s]\nEpoch 0: |          | 981/? [10:10<00:00,  1.61it/s]\nEpoch 0: |          | 981/? [10:10<00:00,  1.61it/s]\nEpoch 0: |          | 982/? [10:10<00:00,  1.61it/s]\nEpoch 0: |          | 982/? [10:10<00:00,  1.61it/s]\nEpoch 0: |          | 983/? [10:11<00:00,  1.61it/s]\nEpoch 0: |          | 983/? [10:11<00:00,  1.61it/s]\nEpoch 0: |          | 984/? [10:11<00:00,  1.61it/s]\nEpoch 0: |          | 984/? [10:11<00:00,  1.61it/s]\nEpoch 0: |          | 985/? [10:12<00:00,  1.61it/s]\nEpoch 0: |          | 985/? [10:12<00:00,  1.61it/s]\nEpoch 0: |          | 986/? [10:13<00:00,  1.61it/s]\nEpoch 0: |          | 986/? [10:13<00:00,  1.61it/s]\nEpoch 0: |          | 987/? [10:13<00:00,  1.61it/s]\nEpoch 0: |          | 987/? [10:13<00:00,  1.61it/s]\nEpoch 0: |          | 988/? [10:14<00:00,  1.61it/s]\nEpoch 0: |          | 988/? [10:14<00:00,  1.61it/s]\nEpoch 0: |          | 989/? [10:14<00:00,  1.61it/s]\nEpoch 0: |          | 989/? [10:14<00:00,  1.61it/s]\nEpoch 0: |          | 990/? [10:15<00:00,  1.61it/s]\nEpoch 0: |          | 990/? [10:15<00:00,  1.61it/s]\nEpoch 0: |          | 991/? [10:16<00:00,  1.61it/s]\nEpoch 0: |          | 991/? [10:16<00:00,  1.61it/s]\nEpoch 0: |          | 992/? [10:16<00:00,  1.61it/s]\nEpoch 0: |          | 992/? [10:16<00:00,  1.61it/s]\nEpoch 0: |          | 993/? [10:17<00:00,  1.61it/s]\nEpoch 0: |          | 993/? [10:17<00:00,  1.61it/s]\nEpoch 0: |          | 994/? [10:17<00:00,  1.61it/s]\nEpoch 0: |          | 994/? [10:17<00:00,  1.61it/s]\nEpoch 0: |          | 995/? [10:18<00:00,  1.61it/s]\nEpoch 0: |          | 995/? [10:18<00:00,  1.61it/s]\nEpoch 0: |          | 996/? [10:19<00:00,  1.61it/s]\nEpoch 0: |          | 996/? [10:19<00:00,  1.61it/s]\nEpoch 0: |          | 997/? [10:19<00:00,  1.61it/s]\nEpoch 0: |          | 997/? [10:19<00:00,  1.61it/s]\nEpoch 0: |          | 998/? [10:20<00:00,  1.61it/s]\nEpoch 0: |          | 998/? [10:20<00:00,  1.61it/s]\nEpoch 0: |          | 999/? [10:21<00:00,  1.61it/s]\nEpoch 0: |          | 999/? [10:21<00:00,  1.61it/s]\nEpoch 0: |          | 1000/? [10:21<00:00,  1.61it/s]\nEpoch 0: |          | 1000/? [10:21<00:00,  1.61it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:02,  1.32it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.27it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:02<00:00,  1.31it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:03<00:00,  1.29it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 1000/? [10:24<00:00,  1.60it/s]\nEpoch 0: |          | 1001/? [10:25<00:00,  1.60it/s]\nEpoch 0: |          | 1001/? [10:25<00:00,  1.60it/s]\nEpoch 0: |          | 1002/? [10:25<00:00,  1.60it/s]\nEpoch 0: |          | 1002/? [10:25<00:00,  1.60it/s]\nEpoch 0: |          | 1003/? [10:26<00:00,  1.60it/s]\nEpoch 0: |          | 1003/? [10:26<00:00,  1.60it/s]\nEpoch 0: |          | 1004/? [10:27<00:00,  1.60it/s]\nEpoch 0: |          | 1004/? [10:27<00:00,  1.60it/s]\nEpoch 0: |          | 1005/? [10:27<00:00,  1.60it/s]\nEpoch 0: |          | 1005/? [10:27<00:00,  1.60it/s]\nEpoch 0: |          | 1006/? [10:28<00:00,  1.60it/s]\nEpoch 0: |          | 1006/? [10:28<00:00,  1.60it/s]\nEpoch 0: |          | 1007/? [10:29<00:00,  1.60it/s]\nEpoch 0: |          | 1007/? [10:29<00:00,  1.60it/s]\nEpoch 0: |          | 1008/? [10:29<00:00,  1.60it/s]\nEpoch 0: |          | 1008/? [10:29<00:00,  1.60it/s]\nEpoch 0: |          | 1009/? [10:30<00:00,  1.60it/s]\nEpoch 0: |          | 1009/? [10:30<00:00,  1.60it/s]\nEpoch 0: |          | 1010/? [10:30<00:00,  1.60it/s]\nEpoch 0: |          | 1010/? [10:30<00:00,  1.60it/s]\nEpoch 0: |          | 1011/? [10:31<00:00,  1.60it/s]\nEpoch 0: |          | 1011/? [10:31<00:00,  1.60it/s]\nEpoch 0: |          | 1012/? [10:32<00:00,  1.60it/s]\nEpoch 0: |          | 1012/? [10:32<00:00,  1.60it/s]\nEpoch 0: |          | 1013/? [10:32<00:00,  1.60it/s]\nEpoch 0: |          | 1013/? [10:32<00:00,  1.60it/s]\nEpoch 0: |          | 1014/? [10:33<00:00,  1.60it/s]\nEpoch 0: |          | 1014/? [10:33<00:00,  1.60it/s]\nEpoch 0: |          | 1015/? [10:33<00:00,  1.60it/s]\nEpoch 0: |          | 1015/? [10:33<00:00,  1.60it/s]\nEpoch 0: |          | 1016/? [10:34<00:00,  1.60it/s]\nEpoch 0: |          | 1016/? [10:34<00:00,  1.60it/s]\nEpoch 0: |          | 1017/? [10:35<00:00,  1.60it/s]\nEpoch 0: |          | 1017/? [10:35<00:00,  1.60it/s]\nEpoch 0: |          | 1018/? [10:35<00:00,  1.60it/s]\nEpoch 0: |          | 1018/? [10:35<00:00,  1.60it/s]\nEpoch 0: |          | 1019/? [10:36<00:00,  1.60it/s]\nEpoch 0: |          | 1019/? [10:36<00:00,  1.60it/s]\nEpoch 0: |          | 1020/? [10:36<00:00,  1.60it/s]\nEpoch 0: |          | 1020/? [10:36<00:00,  1.60it/s]\nEpoch 0: |          | 1021/? [10:37<00:00,  1.60it/s]\nEpoch 0: |          | 1021/? [10:37<00:00,  1.60it/s]\nEpoch 0: |          | 1022/? [10:38<00:00,  1.60it/s]\nEpoch 0: |          | 1022/? [10:38<00:00,  1.60it/s]\nEpoch 0: |          | 1023/? [10:38<00:00,  1.60it/s]\nEpoch 0: |          | 1023/? [10:38<00:00,  1.60it/s]\nEpoch 0: |          | 1024/? [10:39<00:00,  1.60it/s]\nEpoch 0: |          | 1024/? [10:39<00:00,  1.60it/s]\nEpoch 0: |          | 1025/? [10:39<00:00,  1.60it/s]\nEpoch 0: |          | 1025/? [10:39<00:00,  1.60it/s]\nEpoch 0: |          | 1026/? [10:40<00:00,  1.60it/s]\nEpoch 0: |          | 1026/? [10:40<00:00,  1.60it/s]\nEpoch 0: |          | 1027/? [10:41<00:00,  1.60it/s]\nEpoch 0: |          | 1027/? [10:41<00:00,  1.60it/s]\nEpoch 0: |          | 1028/? [10:41<00:00,  1.60it/s]\nEpoch 0: |          | 1028/? [10:41<00:00,  1.60it/s]\nEpoch 0: |          | 1029/? [10:42<00:00,  1.60it/s]\nEpoch 0: |          | 1029/? [10:42<00:00,  1.60it/s]\nEpoch 0: |          | 1030/? [10:43<00:00,  1.60it/s]\nEpoch 0: |          | 1030/? [10:43<00:00,  1.60it/s]\nEpoch 0: |          | 1031/? [10:43<00:00,  1.60it/s]\nEpoch 0: |          | 1031/? [10:43<00:00,  1.60it/s]\nEpoch 0: |          | 1032/? [10:44<00:00,  1.60it/s]\nEpoch 0: |          | 1032/? [10:44<00:00,  1.60it/s]\nEpoch 0: |          | 1033/? [10:44<00:00,  1.60it/s]\nEpoch 0: |          | 1033/? [10:44<00:00,  1.60it/s]\nEpoch 0: |          | 1034/? [10:45<00:00,  1.60it/s]\nEpoch 0: |          | 1034/? [10:45<00:00,  1.60it/s]\nEpoch 0: |          | 1035/? [10:46<00:00,  1.60it/s]\nEpoch 0: |          | 1035/? [10:46<00:00,  1.60it/s]\nEpoch 0: |          | 1036/? [10:46<00:00,  1.60it/s]\nEpoch 0: |          | 1036/? [10:46<00:00,  1.60it/s]\nEpoch 0: |          | 1037/? [10:47<00:00,  1.60it/s]\nEpoch 0: |          | 1037/? [10:47<00:00,  1.60it/s]\nEpoch 0: |          | 1038/? [10:47<00:00,  1.60it/s]\nEpoch 0: |          | 1038/? [10:47<00:00,  1.60it/s]\nEpoch 0: |          | 1039/? [10:48<00:00,  1.60it/s]\nEpoch 0: |          | 1039/? [10:48<00:00,  1.60it/s]\nEpoch 0: |          | 1040/? [10:49<00:00,  1.60it/s]\nEpoch 0: |          | 1040/? [10:49<00:00,  1.60it/s]\nEpoch 0: |          | 1041/? [10:49<00:00,  1.60it/s]\nEpoch 0: |          | 1041/? [10:49<00:00,  1.60it/s]\nEpoch 0: |          | 1042/? [10:50<00:00,  1.60it/s]\nEpoch 0: |          | 1042/? [10:50<00:00,  1.60it/s]\nEpoch 0: |          | 1043/? [10:50<00:00,  1.60it/s]\nEpoch 0: |          | 1043/? [10:50<00:00,  1.60it/s]\nEpoch 0: |          | 1044/? [10:51<00:00,  1.60it/s]\nEpoch 0: |          | 1044/? [10:51<00:00,  1.60it/s]\nEpoch 0: |          | 1045/? [10:52<00:00,  1.60it/s]\nEpoch 0: |          | 1045/? [10:52<00:00,  1.60it/s]\nEpoch 0: |          | 1046/? [10:52<00:00,  1.60it/s]\nEpoch 0: |          | 1046/? [10:52<00:00,  1.60it/s]\nEpoch 0: |          | 1047/? [10:53<00:00,  1.60it/s]\nEpoch 0: |          | 1047/? [10:53<00:00,  1.60it/s]\nEpoch 0: |          | 1048/? [10:53<00:00,  1.60it/s]\nEpoch 0: |          | 1048/? [10:53<00:00,  1.60it/s]\nEpoch 0: |          | 1049/? [10:54<00:00,  1.60it/s]\nEpoch 0: |          | 1049/? [10:54<00:00,  1.60it/s]\nEpoch 0: |          | 1050/? [10:55<00:00,  1.60it/s]\nEpoch 0: |          | 1050/? [10:55<00:00,  1.60it/s]\nEpoch 0: |          | 1051/? [10:55<00:00,  1.60it/s]\nEpoch 0: |          | 1051/? [10:55<00:00,  1.60it/s]\nEpoch 0: |          | 1052/? [10:56<00:00,  1.60it/s]\nEpoch 0: |          | 1052/? [10:56<00:00,  1.60it/s]\nEpoch 0: |          | 1053/? [10:56<00:00,  1.60it/s]\nEpoch 0: |          | 1053/? [10:56<00:00,  1.60it/s]\nEpoch 0: |          | 1054/? [10:57<00:00,  1.60it/s]\nEpoch 0: |          | 1054/? [10:57<00:00,  1.60it/s]\nEpoch 0: |          | 1055/? [10:58<00:00,  1.60it/s]\nEpoch 0: |          | 1055/? [10:58<00:00,  1.60it/s]\nEpoch 0: |          | 1056/? [10:58<00:00,  1.60it/s]\nEpoch 0: |          | 1056/? [10:58<00:00,  1.60it/s]\nEpoch 0: |          | 1057/? [10:59<00:00,  1.60it/s]\nEpoch 0: |          | 1057/? [10:59<00:00,  1.60it/s]\nEpoch 0: |          | 1058/? [10:59<00:00,  1.60it/s]\nEpoch 0: |          | 1058/? [10:59<00:00,  1.60it/s]\nEpoch 0: |          | 1059/? [11:00<00:00,  1.60it/s]\nEpoch 0: |          | 1059/? [11:00<00:00,  1.60it/s]\nEpoch 0: |          | 1060/? [11:01<00:00,  1.60it/s]\nEpoch 0: |          | 1060/? [11:01<00:00,  1.60it/s]\nEpoch 0: |          | 1061/? [11:01<00:00,  1.60it/s]\nEpoch 0: |          | 1061/? [11:01<00:00,  1.60it/s]\nEpoch 0: |          | 1062/? [11:02<00:00,  1.60it/s]\nEpoch 0: |          | 1062/? [11:02<00:00,  1.60it/s]\nEpoch 0: |          | 1063/? [11:02<00:00,  1.60it/s]\nEpoch 0: |          | 1063/? [11:02<00:00,  1.60it/s]\nEpoch 0: |          | 1064/? [11:03<00:00,  1.60it/s]\nEpoch 0: |          | 1064/? [11:03<00:00,  1.60it/s]\nEpoch 0: |          | 1065/? [11:03<00:00,  1.60it/s]\nEpoch 0: |          | 1065/? [11:03<00:00,  1.60it/s]\nEpoch 0: |          | 1066/? [11:04<00:00,  1.60it/s]\nEpoch 0: |          | 1066/? [11:04<00:00,  1.60it/s]\nEpoch 0: |          | 1067/? [11:05<00:00,  1.60it/s]\nEpoch 0: |          | 1067/? [11:05<00:00,  1.60it/s]\nEpoch 0: |          | 1068/? [11:05<00:00,  1.60it/s]\nEpoch 0: |          | 1068/? [11:05<00:00,  1.60it/s]\nEpoch 0: |          | 1069/? [11:06<00:00,  1.60it/s]\nEpoch 0: |          | 1069/? [11:06<00:00,  1.60it/s]\nEpoch 0: |          | 1070/? [11:07<00:00,  1.60it/s]\nEpoch 0: |          | 1070/? [11:07<00:00,  1.60it/s]\nEpoch 0: |          | 1071/? [11:07<00:00,  1.60it/s]\nEpoch 0: |          | 1071/? [11:07<00:00,  1.60it/s]\nEpoch 0: |          | 1072/? [11:08<00:00,  1.60it/s]\nEpoch 0: |          | 1072/? [11:08<00:00,  1.60it/s]\nEpoch 0: |          | 1073/? [11:08<00:00,  1.60it/s]\nEpoch 0: |          | 1073/? [11:08<00:00,  1.60it/s]\nEpoch 0: |          | 1074/? [11:09<00:00,  1.60it/s]\nEpoch 0: |          | 1074/? [11:09<00:00,  1.60it/s]\nEpoch 0: |          | 1075/? [11:10<00:00,  1.60it/s]\nEpoch 0: |          | 1075/? [11:10<00:00,  1.60it/s]\nEpoch 0: |          | 1076/? [11:10<00:00,  1.60it/s]\nEpoch 0: |          | 1076/? [11:10<00:00,  1.60it/s]\nEpoch 0: |          | 1077/? [11:11<00:00,  1.60it/s]\nEpoch 0: |          | 1077/? [11:11<00:00,  1.60it/s]\nEpoch 0: |          | 1078/? [11:11<00:00,  1.60it/s]\nEpoch 0: |          | 1078/? [11:11<00:00,  1.60it/s]\nEpoch 0: |          | 1079/? [11:12<00:00,  1.60it/s]\nEpoch 0: |          | 1079/? [11:12<00:00,  1.60it/s]\nEpoch 0: |          | 1080/? [11:13<00:00,  1.60it/s]\nEpoch 0: |          | 1080/? [11:13<00:00,  1.60it/s]\nEpoch 0: |          | 1081/? [11:13<00:00,  1.60it/s]\nEpoch 0: |          | 1081/? [11:13<00:00,  1.60it/s]\nEpoch 0: |          | 1082/? [11:14<00:00,  1.60it/s]\nEpoch 0: |          | 1082/? [11:14<00:00,  1.60it/s]\nEpoch 0: |          | 1083/? [11:14<00:00,  1.60it/s]\nEpoch 0: |          | 1083/? [11:14<00:00,  1.60it/s]\nEpoch 0: |          | 1084/? [11:15<00:00,  1.60it/s]\nEpoch 0: |          | 1084/? [11:15<00:00,  1.60it/s]\nEpoch 0: |          | 1085/? [11:15<00:00,  1.61it/s]\nEpoch 0: |          | 1085/? [11:15<00:00,  1.61it/s]\nEpoch 0: |          | 1086/? [11:16<00:00,  1.61it/s]\nEpoch 0: |          | 1086/? [11:16<00:00,  1.61it/s]\nEpoch 0: |          | 1087/? [11:17<00:00,  1.61it/s]\nEpoch 0: |          | 1087/? [11:17<00:00,  1.61it/s]\nEpoch 0: |          | 1088/? [11:17<00:00,  1.61it/s]\nEpoch 0: |          | 1088/? [11:17<00:00,  1.61it/s]\nEpoch 0: |          | 1089/? [11:18<00:00,  1.61it/s]\nEpoch 0: |          | 1089/? [11:18<00:00,  1.61it/s]\nEpoch 0: |          | 1090/? [11:18<00:00,  1.61it/s]\nEpoch 0: |          | 1090/? [11:18<00:00,  1.61it/s]\nEpoch 0: |          | 1091/? [11:19<00:00,  1.61it/s]\nEpoch 0: |          | 1091/? [11:19<00:00,  1.61it/s]\nEpoch 0: |          | 1092/? [11:20<00:00,  1.61it/s]\nEpoch 0: |          | 1092/? [11:20<00:00,  1.61it/s]\nEpoch 0: |          | 1093/? [11:20<00:00,  1.61it/s]\nEpoch 0: |          | 1093/? [11:20<00:00,  1.61it/s]\nEpoch 0: |          | 1094/? [11:21<00:00,  1.61it/s]\nEpoch 0: |          | 1094/? [11:21<00:00,  1.61it/s]\nEpoch 0: |          | 1095/? [11:21<00:00,  1.61it/s]\nEpoch 0: |          | 1095/? [11:21<00:00,  1.61it/s]\nEpoch 0: |          | 1096/? [11:22<00:00,  1.61it/s]\nEpoch 0: |          | 1096/? [11:22<00:00,  1.61it/s]\nEpoch 0: |          | 1097/? [11:23<00:00,  1.61it/s]\nEpoch 0: |          | 1097/? [11:23<00:00,  1.61it/s]\nEpoch 0: |          | 1098/? [11:23<00:00,  1.61it/s]\nEpoch 0: |          | 1098/? [11:23<00:00,  1.61it/s]\nEpoch 0: |          | 1099/? [11:24<00:00,  1.61it/s]\nEpoch 0: |          | 1099/? [11:24<00:00,  1.61it/s]\nEpoch 0: |          | 1100/? [11:24<00:00,  1.61it/s]\nEpoch 0: |          | 1100/? [11:24<00:00,  1.61it/s]\nEpoch 0: |          | 1101/? [11:25<00:00,  1.61it/s]\nEpoch 0: |          | 1101/? [11:25<00:00,  1.61it/s]\nEpoch 0: |          | 1102/? [11:26<00:00,  1.61it/s]\nEpoch 0: |          | 1102/? [11:26<00:00,  1.61it/s]\nEpoch 0: |          | 1103/? [11:26<00:00,  1.61it/s]\nEpoch 0: |          | 1103/? [11:26<00:00,  1.61it/s]\nEpoch 0: |          | 1104/? [11:27<00:00,  1.61it/s]\nEpoch 0: |          | 1104/? [11:27<00:00,  1.61it/s]\nEpoch 0: |          | 1105/? [11:27<00:00,  1.61it/s]\nEpoch 0: |          | 1105/? [11:27<00:00,  1.61it/s]\nEpoch 0: |          | 1106/? [11:28<00:00,  1.61it/s]\nEpoch 0: |          | 1106/? [11:28<00:00,  1.61it/s]\nEpoch 0: |          | 1107/? [11:29<00:00,  1.61it/s]\nEpoch 0: |          | 1107/? [11:29<00:00,  1.61it/s]\nEpoch 0: |          | 1108/? [11:29<00:00,  1.61it/s]\nEpoch 0: |          | 1108/? [11:29<00:00,  1.61it/s]\nEpoch 0: |          | 1109/? [11:30<00:00,  1.61it/s]\nEpoch 0: |          | 1109/? [11:30<00:00,  1.61it/s]\nEpoch 0: |          | 1110/? [11:31<00:00,  1.61it/s]\nEpoch 0: |          | 1110/? [11:31<00:00,  1.61it/s]\nEpoch 0: |          | 1111/? [11:31<00:00,  1.61it/s]\nEpoch 0: |          | 1111/? [11:31<00:00,  1.61it/s]\nEpoch 0: |          | 1112/? [11:32<00:00,  1.61it/s]\nEpoch 0: |          | 1112/? [11:32<00:00,  1.61it/s]\nEpoch 0: |          | 1113/? [11:32<00:00,  1.61it/s]\nEpoch 0: |          | 1113/? [11:32<00:00,  1.61it/s]\nEpoch 0: |          | 1114/? [11:33<00:00,  1.61it/s]\nEpoch 0: |          | 1114/? [11:33<00:00,  1.61it/s]\nEpoch 0: |          | 1115/? [11:34<00:00,  1.61it/s]\nEpoch 0: |          | 1115/? [11:34<00:00,  1.61it/s]\nEpoch 0: |          | 1116/? [11:34<00:00,  1.61it/s]\nEpoch 0: |          | 1116/? [11:34<00:00,  1.61it/s]\nEpoch 0: |          | 1117/? [11:35<00:00,  1.61it/s]\nEpoch 0: |          | 1117/? [11:35<00:00,  1.61it/s]\nEpoch 0: |          | 1118/? [11:35<00:00,  1.61it/s]\nEpoch 0: |          | 1118/? [11:35<00:00,  1.61it/s]\nEpoch 0: |          | 1119/? [11:36<00:00,  1.61it/s]\nEpoch 0: |          | 1119/? [11:36<00:00,  1.61it/s]\nEpoch 0: |          | 1120/? [11:37<00:00,  1.61it/s]\nEpoch 0: |          | 1120/? [11:37<00:00,  1.61it/s]\nEpoch 0: |          | 1121/? [11:37<00:00,  1.61it/s]\nEpoch 0: |          | 1121/? [11:37<00:00,  1.61it/s]\nEpoch 0: |          | 1122/? [11:38<00:00,  1.61it/s]\nEpoch 0: |          | 1122/? [11:38<00:00,  1.61it/s]\nEpoch 0: |          | 1123/? [11:38<00:00,  1.61it/s]\nEpoch 0: |          | 1123/? [11:38<00:00,  1.61it/s]\nEpoch 0: |          | 1124/? [11:39<00:00,  1.61it/s]\nEpoch 0: |          | 1124/? [11:39<00:00,  1.61it/s]\nEpoch 0: |          | 1125/? [11:40<00:00,  1.61it/s]\nEpoch 0: |          | 1125/? [11:40<00:00,  1.61it/s]\nEpoch 0: |          | 1126/? [11:40<00:00,  1.61it/s]\nEpoch 0: |          | 1126/? [11:40<00:00,  1.61it/s]\nEpoch 0: |          | 1127/? [11:41<00:00,  1.61it/s]\nEpoch 0: |          | 1127/? [11:41<00:00,  1.61it/s]\nEpoch 0: |          | 1128/? [11:41<00:00,  1.61it/s]\nEpoch 0: |          | 1128/? [11:41<00:00,  1.61it/s]\nEpoch 0: |          | 1129/? [11:42<00:00,  1.61it/s]\nEpoch 0: |          | 1129/? [11:42<00:00,  1.61it/s]\nEpoch 0: |          | 1130/? [11:43<00:00,  1.61it/s]\nEpoch 0: |          | 1130/? [11:43<00:00,  1.61it/s]\nEpoch 0: |          | 1131/? [11:43<00:00,  1.61it/s]\nEpoch 0: |          | 1131/? [11:43<00:00,  1.61it/s]\nEpoch 0: |          | 1132/? [11:44<00:00,  1.61it/s]\nEpoch 0: |          | 1132/? [11:44<00:00,  1.61it/s]\nEpoch 0: |          | 1133/? [11:45<00:00,  1.61it/s]\nEpoch 0: |          | 1133/? [11:45<00:00,  1.61it/s]\nEpoch 0: |          | 1134/? [11:45<00:00,  1.61it/s]\nEpoch 0: |          | 1134/? [11:45<00:00,  1.61it/s]\nEpoch 0: |          | 1135/? [11:46<00:00,  1.61it/s]\nEpoch 0: |          | 1135/? [11:46<00:00,  1.61it/s]\nEpoch 0: |          | 1136/? [11:46<00:00,  1.61it/s]\nEpoch 0: |          | 1136/? [11:46<00:00,  1.61it/s]\nEpoch 0: |          | 1137/? [11:47<00:00,  1.61it/s]\nEpoch 0: |          | 1137/? [11:47<00:00,  1.61it/s]\nEpoch 0: |          | 1138/? [11:48<00:00,  1.61it/s]\nEpoch 0: |          | 1138/? [11:48<00:00,  1.61it/s]\nEpoch 0: |          | 1139/? [11:48<00:00,  1.61it/s]\nEpoch 0: |          | 1139/? [11:48<00:00,  1.61it/s]\nEpoch 0: |          | 1140/? [11:49<00:00,  1.61it/s]\nEpoch 0: |          | 1140/? [11:49<00:00,  1.61it/s]\nEpoch 0: |          | 1141/? [11:49<00:00,  1.61it/s]\nEpoch 0: |          | 1141/? [11:49<00:00,  1.61it/s]\nEpoch 0: |          | 1142/? [11:50<00:00,  1.61it/s]\nEpoch 0: |          | 1142/? [11:50<00:00,  1.61it/s]\nEpoch 0: |          | 1143/? [11:51<00:00,  1.61it/s]\nEpoch 0: |          | 1143/? [11:51<00:00,  1.61it/s]\nEpoch 0: |          | 1144/? [11:51<00:00,  1.61it/s]\nEpoch 0: |          | 1144/? [11:51<00:00,  1.61it/s]\nEpoch 0: |          | 1145/? [11:52<00:00,  1.61it/s]\nEpoch 0: |          | 1145/? [11:52<00:00,  1.61it/s]\nEpoch 0: |          | 1146/? [11:52<00:00,  1.61it/s]\nEpoch 0: |          | 1146/? [11:52<00:00,  1.61it/s]\nEpoch 0: |          | 1147/? [11:53<00:00,  1.61it/s]\nEpoch 0: |          | 1147/? [11:53<00:00,  1.61it/s]\nEpoch 0: |          | 1148/? [11:54<00:00,  1.61it/s]\nEpoch 0: |          | 1148/? [11:54<00:00,  1.61it/s]\nEpoch 0: |          | 1149/? [11:54<00:00,  1.61it/s]\nEpoch 0: |          | 1149/? [11:54<00:00,  1.61it/s]\nEpoch 0: |          | 1150/? [11:55<00:00,  1.61it/s]\nEpoch 0: |          | 1150/? [11:55<00:00,  1.61it/s]\nEpoch 0: |          | 1151/? [11:55<00:00,  1.61it/s]\nEpoch 0: |          | 1151/? [11:55<00:00,  1.61it/s]\nEpoch 0: |          | 1152/? [11:56<00:00,  1.61it/s]\nEpoch 0: |          | 1152/? [11:56<00:00,  1.61it/s]\nEpoch 0: |          | 1153/? [11:57<00:00,  1.61it/s]\nEpoch 0: |          | 1153/? [11:57<00:00,  1.61it/s]\nEpoch 0: |          | 1154/? [11:57<00:00,  1.61it/s]\nEpoch 0: |          | 1154/? [11:57<00:00,  1.61it/s]\nEpoch 0: |          | 1155/? [11:58<00:00,  1.61it/s]\nEpoch 0: |          | 1155/? [11:58<00:00,  1.61it/s]\nEpoch 0: |          | 1156/? [11:58<00:00,  1.61it/s]\nEpoch 0: |          | 1156/? [11:58<00:00,  1.61it/s]\nEpoch 0: |          | 1157/? [11:59<00:00,  1.61it/s]\nEpoch 0: |          | 1157/? [11:59<00:00,  1.61it/s]\nEpoch 0: |          | 1158/? [12:00<00:00,  1.61it/s]\nEpoch 0: |          | 1158/? [12:00<00:00,  1.61it/s]\nEpoch 0: |          | 1159/? [12:00<00:00,  1.61it/s]\nEpoch 0: |          | 1159/? [12:00<00:00,  1.61it/s]\nEpoch 0: |          | 1160/? [12:01<00:00,  1.61it/s]\nEpoch 0: |          | 1160/? [12:01<00:00,  1.61it/s]\nEpoch 0: |          | 1161/? [12:01<00:00,  1.61it/s]\nEpoch 0: |          | 1161/? [12:01<00:00,  1.61it/s]\nEpoch 0: |          | 1162/? [12:02<00:00,  1.61it/s]\nEpoch 0: |          | 1162/? [12:02<00:00,  1.61it/s]\nEpoch 0: |          | 1163/? [12:03<00:00,  1.61it/s]\nEpoch 0: |          | 1163/? [12:03<00:00,  1.61it/s]\nEpoch 0: |          | 1164/? [12:03<00:00,  1.61it/s]\nEpoch 0: |          | 1164/? [12:03<00:00,  1.61it/s]\nEpoch 0: |          | 1165/? [12:04<00:00,  1.61it/s]\nEpoch 0: |          | 1165/? [12:04<00:00,  1.61it/s]\nEpoch 0: |          | 1166/? [12:04<00:00,  1.61it/s]\nEpoch 0: |          | 1166/? [12:04<00:00,  1.61it/s]\nEpoch 0: |          | 1167/? [12:05<00:00,  1.61it/s]\nEpoch 0: |          | 1167/? [12:05<00:00,  1.61it/s]\nEpoch 0: |          | 1168/? [12:06<00:00,  1.61it/s]\nEpoch 0: |          | 1168/? [12:06<00:00,  1.61it/s]\nEpoch 0: |          | 1169/? [12:06<00:00,  1.61it/s]\nEpoch 0: |          | 1169/? [12:06<00:00,  1.61it/s]\nEpoch 0: |          | 1170/? [12:07<00:00,  1.61it/s]\nEpoch 0: |          | 1170/? [12:07<00:00,  1.61it/s]\nEpoch 0: |          | 1171/? [12:08<00:00,  1.61it/s]\nEpoch 0: |          | 1171/? [12:08<00:00,  1.61it/s]\nEpoch 0: |          | 1172/? [12:08<00:00,  1.61it/s]\nEpoch 0: |          | 1172/? [12:08<00:00,  1.61it/s]\nEpoch 0: |          | 1173/? [12:09<00:00,  1.61it/s]\nEpoch 0: |          | 1173/? [12:09<00:00,  1.61it/s]\nEpoch 0: |          | 1174/? [12:09<00:00,  1.61it/s]\nEpoch 0: |          | 1174/? [12:09<00:00,  1.61it/s]\nEpoch 0: |          | 1175/? [12:10<00:00,  1.61it/s]\nEpoch 0: |          | 1175/? [12:10<00:00,  1.61it/s]\nEpoch 0: |          | 1176/? [12:11<00:00,  1.61it/s]\nEpoch 0: |          | 1176/? [12:11<00:00,  1.61it/s]\nEpoch 0: |          | 1177/? [12:11<00:00,  1.61it/s]\nEpoch 0: |          | 1177/? [12:11<00:00,  1.61it/s]\nEpoch 0: |          | 1178/? [12:12<00:00,  1.61it/s]\nEpoch 0: |          | 1178/? [12:12<00:00,  1.61it/s]\nEpoch 0: |          | 1179/? [12:13<00:00,  1.61it/s]\nEpoch 0: |          | 1179/? [12:13<00:00,  1.61it/s]\nEpoch 0: |          | 1180/? [12:13<00:00,  1.61it/s]\nEpoch 0: |          | 1180/? [12:13<00:00,  1.61it/s]\nEpoch 0: |          | 1181/? [12:14<00:00,  1.61it/s]\nEpoch 0: |          | 1181/? [12:14<00:00,  1.61it/s]\nEpoch 0: |          | 1182/? [12:14<00:00,  1.61it/s]\nEpoch 0: |          | 1182/? [12:14<00:00,  1.61it/s]\nEpoch 0: |          | 1183/? [12:15<00:00,  1.61it/s]\nEpoch 0: |          | 1183/? [12:15<00:00,  1.61it/s]\nEpoch 0: |          | 1184/? [12:16<00:00,  1.61it/s]\nEpoch 0: |          | 1184/? [12:16<00:00,  1.61it/s]\nEpoch 0: |          | 1185/? [12:16<00:00,  1.61it/s]\nEpoch 0: |          | 1185/? [12:16<00:00,  1.61it/s]\nEpoch 0: |          | 1186/? [12:17<00:00,  1.61it/s]\nEpoch 0: |          | 1186/? [12:17<00:00,  1.61it/s]\nEpoch 0: |          | 1187/? [12:17<00:00,  1.61it/s]\nEpoch 0: |          | 1187/? [12:17<00:00,  1.61it/s]\nEpoch 0: |          | 1188/? [12:18<00:00,  1.61it/s]\nEpoch 0: |          | 1188/? [12:18<00:00,  1.61it/s]\nEpoch 0: |          | 1189/? [12:19<00:00,  1.61it/s]\nEpoch 0: |          | 1189/? [12:19<00:00,  1.61it/s]\nEpoch 0: |          | 1190/? [12:19<00:00,  1.61it/s]\nEpoch 0: |          | 1190/? [12:19<00:00,  1.61it/s]\nEpoch 0: |          | 1191/? [12:20<00:00,  1.61it/s]\nEpoch 0: |          | 1191/? [12:20<00:00,  1.61it/s]\nEpoch 0: |          | 1192/? [12:20<00:00,  1.61it/s]\nEpoch 0: |          | 1192/? [12:20<00:00,  1.61it/s]\nEpoch 0: |          | 1193/? [12:21<00:00,  1.61it/s]\nEpoch 0: |          | 1193/? [12:21<00:00,  1.61it/s]\nEpoch 0: |          | 1194/? [12:22<00:00,  1.61it/s]\nEpoch 0: |          | 1194/? [12:22<00:00,  1.61it/s]\nEpoch 0: |          | 1195/? [12:22<00:00,  1.61it/s]\nEpoch 0: |          | 1195/? [12:22<00:00,  1.61it/s]\nEpoch 0: |          | 1196/? [12:23<00:00,  1.61it/s]\nEpoch 0: |          | 1196/? [12:23<00:00,  1.61it/s]\nEpoch 0: |          | 1197/? [12:23<00:00,  1.61it/s]\nEpoch 0: |          | 1197/? [12:23<00:00,  1.61it/s]\nEpoch 0: |          | 1198/? [12:24<00:00,  1.61it/s]\nEpoch 0: |          | 1198/? [12:24<00:00,  1.61it/s]\nEpoch 0: |          | 1199/? [12:25<00:00,  1.61it/s]\nEpoch 0: |          | 1199/? [12:25<00:00,  1.61it/s]\nEpoch 0: |          | 1200/? [12:25<00:00,  1.61it/s]\nEpoch 0: |          | 1200/? [12:25<00:00,  1.61it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:02,  1.28it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.21it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:02<00:00,  1.24it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:03<00:00,  1.23it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 1200/? [12:29<00:00,  1.60it/s]\nEpoch 0: |          | 1201/? [12:29<00:00,  1.60it/s]\nEpoch 0: |          | 1201/? [12:29<00:00,  1.60it/s]\nEpoch 0: |          | 1202/? [12:30<00:00,  1.60it/s]\nEpoch 0: |          | 1202/? [12:30<00:00,  1.60it/s]\nEpoch 0: |          | 1203/? [12:30<00:00,  1.60it/s]\nEpoch 0: |          | 1203/? [12:30<00:00,  1.60it/s]\nEpoch 0: |          | 1204/? [12:31<00:00,  1.60it/s]\nEpoch 0: |          | 1204/? [12:31<00:00,  1.60it/s]\nEpoch 0: |          | 1205/? [12:32<00:00,  1.60it/s]\nEpoch 0: |          | 1205/? [12:32<00:00,  1.60it/s]\nEpoch 0: |          | 1206/? [12:32<00:00,  1.60it/s]\nEpoch 0: |          | 1206/? [12:32<00:00,  1.60it/s]\nEpoch 0: |          | 1207/? [12:33<00:00,  1.60it/s]\nEpoch 0: |          | 1207/? [12:33<00:00,  1.60it/s]\nEpoch 0: |          | 1208/? [12:33<00:00,  1.60it/s]\nEpoch 0: |          | 1208/? [12:33<00:00,  1.60it/s]\nEpoch 0: |          | 1209/? [12:34<00:00,  1.60it/s]\nEpoch 0: |          | 1209/? [12:34<00:00,  1.60it/s]\nEpoch 0: |          | 1210/? [12:35<00:00,  1.60it/s]\nEpoch 0: |          | 1210/? [12:35<00:00,  1.60it/s]\nEpoch 0: |          | 1211/? [12:35<00:00,  1.60it/s]\nEpoch 0: |          | 1211/? [12:35<00:00,  1.60it/s]\nEpoch 0: |          | 1212/? [12:36<00:00,  1.60it/s]\nEpoch 0: |          | 1212/? [12:36<00:00,  1.60it/s]\nEpoch 0: |          | 1213/? [12:36<00:00,  1.60it/s]\nEpoch 0: |          | 1213/? [12:36<00:00,  1.60it/s]\nEpoch 0: |          | 1214/? [12:37<00:00,  1.60it/s]\nEpoch 0: |          | 1214/? [12:37<00:00,  1.60it/s]\nEpoch 0: |          | 1215/? [12:38<00:00,  1.60it/s]\nEpoch 0: |          | 1215/? [12:38<00:00,  1.60it/s]\nEpoch 0: |          | 1216/? [12:38<00:00,  1.60it/s]\nEpoch 0: |          | 1216/? [12:38<00:00,  1.60it/s]\nEpoch 0: |          | 1217/? [12:39<00:00,  1.60it/s]\nEpoch 0: |          | 1217/? [12:39<00:00,  1.60it/s]\nEpoch 0: |          | 1218/? [12:39<00:00,  1.60it/s]\nEpoch 0: |          | 1218/? [12:39<00:00,  1.60it/s]\nEpoch 0: |          | 1219/? [12:40<00:00,  1.60it/s]\nEpoch 0: |          | 1219/? [12:40<00:00,  1.60it/s]\nEpoch 0: |          | 1220/? [12:41<00:00,  1.60it/s]\nEpoch 0: |          | 1220/? [12:41<00:00,  1.60it/s]\nEpoch 0: |          | 1221/? [12:41<00:00,  1.60it/s]\nEpoch 0: |          | 1221/? [12:41<00:00,  1.60it/s]\nEpoch 0: |          | 1222/? [12:42<00:00,  1.60it/s]\nEpoch 0: |          | 1222/? [12:42<00:00,  1.60it/s]\nEpoch 0: |          | 1223/? [12:43<00:00,  1.60it/s]\nEpoch 0: |          | 1223/? [12:43<00:00,  1.60it/s]\nEpoch 0: |          | 1224/? [12:43<00:00,  1.60it/s]\nEpoch 0: |          | 1224/? [12:43<00:00,  1.60it/s]\nEpoch 0: |          | 1225/? [12:44<00:00,  1.60it/s]\nEpoch 0: |          | 1225/? [12:44<00:00,  1.60it/s]\nEpoch 0: |          | 1226/? [12:44<00:00,  1.60it/s]\nEpoch 0: |          | 1226/? [12:44<00:00,  1.60it/s]\nEpoch 0: |          | 1227/? [12:45<00:00,  1.60it/s]\nEpoch 0: |          | 1227/? [12:45<00:00,  1.60it/s]\nEpoch 0: |          | 1228/? [12:46<00:00,  1.60it/s]\nEpoch 0: |          | 1228/? [12:46<00:00,  1.60it/s]\nEpoch 0: |          | 1229/? [12:46<00:00,  1.60it/s]\nEpoch 0: |          | 1229/? [12:46<00:00,  1.60it/s]\nEpoch 0: |          | 1230/? [12:47<00:00,  1.60it/s]\nEpoch 0: |          | 1230/? [12:47<00:00,  1.60it/s]\nEpoch 0: |          | 1231/? [12:47<00:00,  1.60it/s]\nEpoch 0: |          | 1231/? [12:47<00:00,  1.60it/s]\nEpoch 0: |          | 1232/? [12:48<00:00,  1.60it/s]\nEpoch 0: |          | 1232/? [12:48<00:00,  1.60it/s]\nEpoch 0: |          | 1233/? [12:49<00:00,  1.60it/s]\nEpoch 0: |          | 1233/? [12:49<00:00,  1.60it/s]\nEpoch 0: |          | 1234/? [12:49<00:00,  1.60it/s]\nEpoch 0: |          | 1234/? [12:49<00:00,  1.60it/s]\nEpoch 0: |          | 1235/? [12:50<00:00,  1.60it/s]\nEpoch 0: |          | 1235/? [12:50<00:00,  1.60it/s]\nEpoch 0: |          | 1236/? [12:50<00:00,  1.60it/s]\nEpoch 0: |          | 1236/? [12:50<00:00,  1.60it/s]\nEpoch 0: |          | 1237/? [12:51<00:00,  1.60it/s]\nEpoch 0: |          | 1237/? [12:51<00:00,  1.60it/s]\nEpoch 0: |          | 1238/? [12:52<00:00,  1.60it/s]\nEpoch 0: |          | 1238/? [12:52<00:00,  1.60it/s]\nEpoch 0: |          | 1239/? [12:52<00:00,  1.60it/s]\nEpoch 0: |          | 1239/? [12:52<00:00,  1.60it/s]\nEpoch 0: |          | 1240/? [12:53<00:00,  1.60it/s]\nEpoch 0: |          | 1240/? [12:53<00:00,  1.60it/s]\nEpoch 0: |          | 1241/? [12:53<00:00,  1.60it/s]\nEpoch 0: |          | 1241/? [12:53<00:00,  1.60it/s]\nEpoch 0: |          | 1242/? [12:54<00:00,  1.60it/s]\nEpoch 0: |          | 1242/? [12:54<00:00,  1.60it/s]\nEpoch 0: |          | 1243/? [12:55<00:00,  1.60it/s]\nEpoch 0: |          | 1243/? [12:55<00:00,  1.60it/s]\nEpoch 0: |          | 1244/? [12:55<00:00,  1.60it/s]\nEpoch 0: |          | 1244/? [12:55<00:00,  1.60it/s]\nEpoch 0: |          | 1245/? [12:56<00:00,  1.60it/s]\nEpoch 0: |          | 1245/? [12:56<00:00,  1.60it/s]\nEpoch 0: |          | 1246/? [12:56<00:00,  1.60it/s]\nEpoch 0: |          | 1246/? [12:56<00:00,  1.60it/s]\nEpoch 0: |          | 1247/? [12:57<00:00,  1.60it/s]\nEpoch 0: |          | 1247/? [12:57<00:00,  1.60it/s]\nEpoch 0: |          | 1248/? [12:58<00:00,  1.60it/s]\nEpoch 0: |          | 1248/? [12:58<00:00,  1.60it/s]\nEpoch 0: |          | 1249/? [12:58<00:00,  1.60it/s]\nEpoch 0: |          | 1249/? [12:58<00:00,  1.60it/s]\nEpoch 0: |          | 1250/? [12:59<00:00,  1.60it/s]\nEpoch 0: |          | 1250/? [12:59<00:00,  1.60it/s]\nEpoch 0: |          | 1251/? [12:59<00:00,  1.60it/s]\nEpoch 0: |          | 1251/? [12:59<00:00,  1.60it/s]\nEpoch 0: |          | 1252/? [13:00<00:00,  1.60it/s]\nEpoch 0: |          | 1252/? [13:00<00:00,  1.60it/s]\nEpoch 0: |          | 1253/? [13:01<00:00,  1.60it/s]\nEpoch 0: |          | 1253/? [13:01<00:00,  1.60it/s]\nEpoch 0: |          | 1254/? [13:01<00:00,  1.60it/s]\nEpoch 0: |          | 1254/? [13:01<00:00,  1.60it/s]\nEpoch 0: |          | 1255/? [13:02<00:00,  1.60it/s]\nEpoch 0: |          | 1255/? [13:02<00:00,  1.60it/s]\nEpoch 0: |          | 1256/? [13:02<00:00,  1.60it/s]\nEpoch 0: |          | 1256/? [13:02<00:00,  1.60it/s]\nEpoch 0: |          | 1257/? [13:03<00:00,  1.60it/s]\nEpoch 0: |          | 1257/? [13:03<00:00,  1.60it/s]\nEpoch 0: |          | 1258/? [13:04<00:00,  1.60it/s]\nEpoch 0: |          | 1258/? [13:04<00:00,  1.60it/s]\nEpoch 0: |          | 1259/? [13:04<00:00,  1.60it/s]\nEpoch 0: |          | 1259/? [13:04<00:00,  1.60it/s]\nEpoch 0: |          | 1260/? [13:05<00:00,  1.60it/s]\nEpoch 0: |          | 1260/? [13:05<00:00,  1.60it/s]\nEpoch 0: |          | 1261/? [13:05<00:00,  1.60it/s]\nEpoch 0: |          | 1261/? [13:05<00:00,  1.60it/s]\nEpoch 0: |          | 1262/? [13:06<00:00,  1.60it/s]\nEpoch 0: |          | 1262/? [13:06<00:00,  1.60it/s]\nEpoch 0: |          | 1263/? [13:07<00:00,  1.60it/s]\nEpoch 0: |          | 1263/? [13:07<00:00,  1.60it/s]\nEpoch 0: |          | 1264/? [13:07<00:00,  1.60it/s]\nEpoch 0: |          | 1264/? [13:07<00:00,  1.60it/s]\nEpoch 0: |          | 1265/? [13:08<00:00,  1.60it/s]\nEpoch 0: |          | 1265/? [13:08<00:00,  1.60it/s]\nEpoch 0: |          | 1266/? [13:09<00:00,  1.60it/s]\nEpoch 0: |          | 1266/? [13:09<00:00,  1.60it/s]\nEpoch 0: |          | 1267/? [13:09<00:00,  1.60it/s]\nEpoch 0: |          | 1267/? [13:09<00:00,  1.60it/s]\nEpoch 0: |          | 1268/? [13:10<00:00,  1.60it/s]\nEpoch 0: |          | 1268/? [13:10<00:00,  1.60it/s]\nEpoch 0: |          | 1269/? [13:10<00:00,  1.60it/s]\nEpoch 0: |          | 1269/? [13:10<00:00,  1.60it/s]\nEpoch 0: |          | 1270/? [13:11<00:00,  1.60it/s]\nEpoch 0: |          | 1270/? [13:11<00:00,  1.60it/s]\nEpoch 0: |          | 1271/? [13:12<00:00,  1.60it/s]\nEpoch 0: |          | 1271/? [13:12<00:00,  1.60it/s]\nEpoch 0: |          | 1272/? [13:12<00:00,  1.60it/s]\nEpoch 0: |          | 1272/? [13:12<00:00,  1.60it/s]\nEpoch 0: |          | 1273/? [13:13<00:00,  1.60it/s]\nEpoch 0: |          | 1273/? [13:13<00:00,  1.60it/s]\nEpoch 0: |          | 1274/? [13:13<00:00,  1.60it/s]\nEpoch 0: |          | 1274/? [13:13<00:00,  1.60it/s]\nEpoch 0: |          | 1275/? [13:14<00:00,  1.60it/s]\nEpoch 0: |          | 1275/? [13:14<00:00,  1.60it/s]\nEpoch 0: |          | 1276/? [13:15<00:00,  1.60it/s]\nEpoch 0: |          | 1276/? [13:15<00:00,  1.60it/s]\nEpoch 0: |          | 1277/? [13:15<00:00,  1.60it/s]\nEpoch 0: |          | 1277/? [13:15<00:00,  1.60it/s]\nEpoch 0: |          | 1278/? [13:16<00:00,  1.60it/s]\nEpoch 0: |          | 1278/? [13:16<00:00,  1.60it/s]\nEpoch 0: |          | 1279/? [13:16<00:00,  1.60it/s]\nEpoch 0: |          | 1279/? [13:16<00:00,  1.60it/s]\nEpoch 0: |          | 1280/? [13:17<00:00,  1.60it/s]\nEpoch 0: |          | 1280/? [13:17<00:00,  1.60it/s]\nEpoch 0: |          | 1281/? [13:18<00:00,  1.60it/s]\nEpoch 0: |          | 1281/? [13:18<00:00,  1.60it/s]\nEpoch 0: |          | 1282/? [13:18<00:00,  1.60it/s]\nEpoch 0: |          | 1282/? [13:18<00:00,  1.60it/s]\nEpoch 0: |          | 1283/? [13:19<00:00,  1.60it/s]\nEpoch 0: |          | 1283/? [13:19<00:00,  1.60it/s]\nEpoch 0: |          | 1284/? [13:20<00:00,  1.60it/s]\nEpoch 0: |          | 1284/? [13:20<00:00,  1.60it/s]\nEpoch 0: |          | 1285/? [13:20<00:00,  1.61it/s]\nEpoch 0: |          | 1285/? [13:20<00:00,  1.61it/s]\nEpoch 0: |          | 1286/? [13:21<00:00,  1.61it/s]\nEpoch 0: |          | 1286/? [13:21<00:00,  1.61it/s]\nEpoch 0: |          | 1287/? [13:21<00:00,  1.61it/s]\nEpoch 0: |          | 1287/? [13:21<00:00,  1.61it/s]\nEpoch 0: |          | 1288/? [13:22<00:00,  1.61it/s]\nEpoch 0: |          | 1288/? [13:22<00:00,  1.61it/s]\nEpoch 0: |          | 1289/? [13:23<00:00,  1.61it/s]\nEpoch 0: |          | 1289/? [13:23<00:00,  1.61it/s]\nEpoch 0: |          | 1290/? [13:23<00:00,  1.61it/s]\nEpoch 0: |          | 1290/? [13:23<00:00,  1.61it/s]\nEpoch 0: |          | 1291/? [13:24<00:00,  1.61it/s]\nEpoch 0: |          | 1291/? [13:24<00:00,  1.61it/s]\nEpoch 0: |          | 1292/? [13:24<00:00,  1.61it/s]\nEpoch 0: |          | 1292/? [13:24<00:00,  1.61it/s]\nEpoch 0: |          | 1293/? [13:25<00:00,  1.61it/s]\nEpoch 0: |          | 1293/? [13:25<00:00,  1.61it/s]\nEpoch 0: |          | 1294/? [13:26<00:00,  1.61it/s]\nEpoch 0: |          | 1294/? [13:26<00:00,  1.61it/s]\nEpoch 0: |          | 1295/? [13:26<00:00,  1.61it/s]\nEpoch 0: |          | 1295/? [13:26<00:00,  1.61it/s]\nEpoch 0: |          | 1296/? [13:27<00:00,  1.61it/s]\nEpoch 0: |          | 1296/? [13:27<00:00,  1.61it/s]\nEpoch 0: |          | 1297/? [13:27<00:00,  1.61it/s]\nEpoch 0: |          | 1297/? [13:27<00:00,  1.61it/s]\nEpoch 0: |          | 1298/? [13:28<00:00,  1.61it/s]\nEpoch 0: |          | 1298/? [13:28<00:00,  1.61it/s]\nEpoch 0: |          | 1299/? [13:29<00:00,  1.61it/s]\nEpoch 0: |          | 1299/? [13:29<00:00,  1.61it/s]\nEpoch 0: |          | 1300/? [13:29<00:00,  1.61it/s]\nEpoch 0: |          | 1300/? [13:29<00:00,  1.61it/s]\nEpoch 0: |          | 1301/? [13:30<00:00,  1.61it/s]\nEpoch 0: |          | 1301/? [13:30<00:00,  1.61it/s]\nEpoch 0: |          | 1302/? [13:30<00:00,  1.61it/s]\nEpoch 0: |          | 1302/? [13:30<00:00,  1.61it/s]\nEpoch 0: |          | 1303/? [13:31<00:00,  1.61it/s]\nEpoch 0: |          | 1303/? [13:31<00:00,  1.61it/s]\nEpoch 0: |          | 1304/? [13:32<00:00,  1.61it/s]\nEpoch 0: |          | 1304/? [13:32<00:00,  1.61it/s]\nEpoch 0: |          | 1305/? [13:32<00:00,  1.61it/s]\nEpoch 0: |          | 1305/? [13:32<00:00,  1.61it/s]\nEpoch 0: |          | 1306/? [13:33<00:00,  1.61it/s]\nEpoch 0: |          | 1306/? [13:33<00:00,  1.61it/s]\nEpoch 0: |          | 1307/? [13:33<00:00,  1.61it/s]\nEpoch 0: |          | 1307/? [13:33<00:00,  1.61it/s]\nEpoch 0: |          | 1308/? [13:34<00:00,  1.61it/s]\nEpoch 0: |          | 1308/? [13:34<00:00,  1.61it/s]\nEpoch 0: |          | 1309/? [13:35<00:00,  1.61it/s]\nEpoch 0: |          | 1309/? [13:35<00:00,  1.61it/s]\nEpoch 0: |          | 1310/? [13:35<00:00,  1.61it/s]\nEpoch 0: |          | 1310/? [13:35<00:00,  1.61it/s]\nEpoch 0: |          | 1311/? [13:36<00:00,  1.61it/s]\nEpoch 0: |          | 1311/? [13:36<00:00,  1.61it/s]\nEpoch 0: |          | 1312/? [13:36<00:00,  1.61it/s]\nEpoch 0: |          | 1312/? [13:36<00:00,  1.61it/s]\nEpoch 0: |          | 1313/? [13:37<00:00,  1.61it/s]\nEpoch 0: |          | 1313/? [13:37<00:00,  1.61it/s]\nEpoch 0: |          | 1314/? [13:37<00:00,  1.61it/s]\nEpoch 0: |          | 1314/? [13:37<00:00,  1.61it/s]\nEpoch 0: |          | 1315/? [13:38<00:00,  1.61it/s]\nEpoch 0: |          | 1315/? [13:38<00:00,  1.61it/s]\nEpoch 0: |          | 1316/? [13:39<00:00,  1.61it/s]\nEpoch 0: |          | 1316/? [13:39<00:00,  1.61it/s]\nEpoch 0: |          | 1317/? [13:39<00:00,  1.61it/s]\nEpoch 0: |          | 1317/? [13:39<00:00,  1.61it/s]\nEpoch 0: |          | 1318/? [13:40<00:00,  1.61it/s]\nEpoch 0: |          | 1318/? [13:40<00:00,  1.61it/s]\nEpoch 0: |          | 1319/? [13:40<00:00,  1.61it/s]\nEpoch 0: |          | 1319/? [13:40<00:00,  1.61it/s]\nEpoch 0: |          | 1320/? [13:41<00:00,  1.61it/s]\nEpoch 0: |          | 1320/? [13:41<00:00,  1.61it/s]\nEpoch 0: |          | 1321/? [13:42<00:00,  1.61it/s]\nEpoch 0: |          | 1321/? [13:42<00:00,  1.61it/s]\nEpoch 0: |          | 1322/? [13:42<00:00,  1.61it/s]\nEpoch 0: |          | 1322/? [13:42<00:00,  1.61it/s]\nEpoch 0: |          | 1323/? [13:43<00:00,  1.61it/s]\nEpoch 0: |          | 1323/? [13:43<00:00,  1.61it/s]\nEpoch 0: |          | 1324/? [13:43<00:00,  1.61it/s]\nEpoch 0: |          | 1324/? [13:43<00:00,  1.61it/s]\nEpoch 0: |          | 1325/? [13:44<00:00,  1.61it/s]\nEpoch 0: |          | 1325/? [13:44<00:00,  1.61it/s]\nEpoch 0: |          | 1326/? [13:45<00:00,  1.61it/s]\nEpoch 0: |          | 1326/? [13:45<00:00,  1.61it/s]\nEpoch 0: |          | 1327/? [13:45<00:00,  1.61it/s]\nEpoch 0: |          | 1327/? [13:45<00:00,  1.61it/s]\nEpoch 0: |          | 1328/? [13:46<00:00,  1.61it/s]\nEpoch 0: |          | 1328/? [13:46<00:00,  1.61it/s]\nEpoch 0: |          | 1329/? [13:46<00:00,  1.61it/s]\nEpoch 0: |          | 1329/? [13:46<00:00,  1.61it/s]\nEpoch 0: |          | 1330/? [13:47<00:00,  1.61it/s]\nEpoch 0: |          | 1330/? [13:47<00:00,  1.61it/s]\nEpoch 0: |          | 1331/? [13:48<00:00,  1.61it/s]\nEpoch 0: |          | 1331/? [13:48<00:00,  1.61it/s]\nEpoch 0: |          | 1332/? [13:48<00:00,  1.61it/s]\nEpoch 0: |          | 1332/? [13:48<00:00,  1.61it/s]\nEpoch 0: |          | 1333/? [13:49<00:00,  1.61it/s]\nEpoch 0: |          | 1333/? [13:49<00:00,  1.61it/s]\nEpoch 0: |          | 1334/? [13:49<00:00,  1.61it/s]\nEpoch 0: |          | 1334/? [13:49<00:00,  1.61it/s]\nEpoch 0: |          | 1335/? [13:50<00:00,  1.61it/s]\nEpoch 0: |          | 1335/? [13:50<00:00,  1.61it/s]\nEpoch 0: |          | 1336/? [13:51<00:00,  1.61it/s]\nEpoch 0: |          | 1336/? [13:51<00:00,  1.61it/s]\nEpoch 0: |          | 1337/? [13:51<00:00,  1.61it/s]\nEpoch 0: |          | 1337/? [13:51<00:00,  1.61it/s]\nEpoch 0: |          | 1338/? [13:52<00:00,  1.61it/s]\nEpoch 0: |          | 1338/? [13:52<00:00,  1.61it/s]\nEpoch 0: |          | 1339/? [13:52<00:00,  1.61it/s]\nEpoch 0: |          | 1339/? [13:52<00:00,  1.61it/s]\nEpoch 0: |          | 1340/? [13:53<00:00,  1.61it/s]\nEpoch 0: |          | 1340/? [13:53<00:00,  1.61it/s]\nEpoch 0: |          | 1341/? [13:54<00:00,  1.61it/s]\nEpoch 0: |          | 1341/? [13:54<00:00,  1.61it/s]\nEpoch 0: |          | 1342/? [13:54<00:00,  1.61it/s]\nEpoch 0: |          | 1342/? [13:54<00:00,  1.61it/s]\nEpoch 0: |          | 1343/? [13:55<00:00,  1.61it/s]\nEpoch 0: |          | 1343/? [13:55<00:00,  1.61it/s]\nEpoch 0: |          | 1344/? [13:55<00:00,  1.61it/s]\nEpoch 0: |          | 1344/? [13:55<00:00,  1.61it/s]\nEpoch 0: |          | 1345/? [13:56<00:00,  1.61it/s]\nEpoch 0: |          | 1345/? [13:56<00:00,  1.61it/s]\nEpoch 0: |          | 1346/? [13:56<00:00,  1.61it/s]\nEpoch 0: |          | 1346/? [13:56<00:00,  1.61it/s]\nEpoch 0: |          | 1347/? [13:57<00:00,  1.61it/s]\nEpoch 0: |          | 1347/? [13:57<00:00,  1.61it/s]\nEpoch 0: |          | 1348/? [13:58<00:00,  1.61it/s]\nEpoch 0: |          | 1348/? [13:58<00:00,  1.61it/s]\nEpoch 0: |          | 1349/? [13:58<00:00,  1.61it/s]\nEpoch 0: |          | 1349/? [13:58<00:00,  1.61it/s]\nEpoch 0: |          | 1350/? [13:59<00:00,  1.61it/s]\nEpoch 0: |          | 1350/? [13:59<00:00,  1.61it/s]\nEpoch 0: |          | 1351/? [13:59<00:00,  1.61it/s]\nEpoch 0: |          | 1351/? [13:59<00:00,  1.61it/s]\nEpoch 0: |          | 1352/? [14:00<00:00,  1.61it/s]\nEpoch 0: |          | 1352/? [14:00<00:00,  1.61it/s]\nEpoch 0: |          | 1353/? [14:01<00:00,  1.61it/s]\nEpoch 0: |          | 1353/? [14:01<00:00,  1.61it/s]\nEpoch 0: |          | 1354/? [14:01<00:00,  1.61it/s]\nEpoch 0: |          | 1354/? [14:01<00:00,  1.61it/s]\nEpoch 0: |          | 1355/? [14:02<00:00,  1.61it/s]\nEpoch 0: |          | 1355/? [14:02<00:00,  1.61it/s]\nEpoch 0: |          | 1356/? [14:02<00:00,  1.61it/s]\nEpoch 0: |          | 1356/? [14:02<00:00,  1.61it/s]\nEpoch 0: |          | 1357/? [14:03<00:00,  1.61it/s]\nEpoch 0: |          | 1357/? [14:03<00:00,  1.61it/s]\nEpoch 0: |          | 1358/? [14:04<00:00,  1.61it/s]\nEpoch 0: |          | 1358/? [14:04<00:00,  1.61it/s]\nEpoch 0: |          | 1359/? [14:04<00:00,  1.61it/s]\nEpoch 0: |          | 1359/? [14:04<00:00,  1.61it/s]\nEpoch 0: |          | 1360/? [14:05<00:00,  1.61it/s]\nEpoch 0: |          | 1360/? [14:05<00:00,  1.61it/s]\nEpoch 0: |          | 1361/? [14:05<00:00,  1.61it/s]\nEpoch 0: |          | 1361/? [14:05<00:00,  1.61it/s]\nEpoch 0: |          | 1362/? [14:06<00:00,  1.61it/s]\nEpoch 0: |          | 1362/? [14:06<00:00,  1.61it/s]\nEpoch 0: |          | 1363/? [14:07<00:00,  1.61it/s]\nEpoch 0: |          | 1363/? [14:07<00:00,  1.61it/s]\nEpoch 0: |          | 1364/? [14:07<00:00,  1.61it/s]\nEpoch 0: |          | 1364/? [14:07<00:00,  1.61it/s]\nEpoch 0: |          | 1365/? [14:08<00:00,  1.61it/s]\nEpoch 0: |          | 1365/? [14:08<00:00,  1.61it/s]\nEpoch 0: |          | 1366/? [14:08<00:00,  1.61it/s]\nEpoch 0: |          | 1366/? [14:08<00:00,  1.61it/s]\nEpoch 0: |          | 1367/? [14:09<00:00,  1.61it/s]\nEpoch 0: |          | 1367/? [14:09<00:00,  1.61it/s]\nEpoch 0: |          | 1368/? [14:10<00:00,  1.61it/s]\nEpoch 0: |          | 1368/? [14:10<00:00,  1.61it/s]\nEpoch 0: |          | 1369/? [14:10<00:00,  1.61it/s]\nEpoch 0: |          | 1369/? [14:10<00:00,  1.61it/s]\nEpoch 0: |          | 1370/? [14:11<00:00,  1.61it/s]\nEpoch 0: |          | 1370/? [14:11<00:00,  1.61it/s]\nEpoch 0: |          | 1371/? [14:11<00:00,  1.61it/s]\nEpoch 0: |          | 1371/? [14:11<00:00,  1.61it/s]\nEpoch 0: |          | 1372/? [14:12<00:00,  1.61it/s]\nEpoch 0: |          | 1372/? [14:12<00:00,  1.61it/s]\nEpoch 0: |          | 1373/? [14:13<00:00,  1.61it/s]\nEpoch 0: |          | 1373/? [14:13<00:00,  1.61it/s]\nEpoch 0: |          | 1374/? [14:13<00:00,  1.61it/s]\nEpoch 0: |          | 1374/? [14:13<00:00,  1.61it/s]\nEpoch 0: |          | 1375/? [14:14<00:00,  1.61it/s]\nEpoch 0: |          | 1375/? [14:14<00:00,  1.61it/s]\nEpoch 0: |          | 1376/? [14:14<00:00,  1.61it/s]\nEpoch 0: |          | 1376/? [14:14<00:00,  1.61it/s]\nEpoch 0: |          | 1377/? [14:15<00:00,  1.61it/s]\nEpoch 0: |          | 1377/? [14:15<00:00,  1.61it/s]\nEpoch 0: |          | 1378/? [14:16<00:00,  1.61it/s]\nEpoch 0: |          | 1378/? [14:16<00:00,  1.61it/s]\nEpoch 0: |          | 1379/? [14:16<00:00,  1.61it/s]\nEpoch 0: |          | 1379/? [14:16<00:00,  1.61it/s]\nEpoch 0: |          | 1380/? [14:17<00:00,  1.61it/s]\nEpoch 0: |          | 1380/? [14:17<00:00,  1.61it/s]\nEpoch 0: |          | 1381/? [14:17<00:00,  1.61it/s]\nEpoch 0: |          | 1381/? [14:17<00:00,  1.61it/s]\nEpoch 0: |          | 1382/? [14:18<00:00,  1.61it/s]\nEpoch 0: |          | 1382/? [14:18<00:00,  1.61it/s]\nEpoch 0: |          | 1383/? [14:19<00:00,  1.61it/s]\nEpoch 0: |          | 1383/? [14:19<00:00,  1.61it/s]\nEpoch 0: |          | 1384/? [14:19<00:00,  1.61it/s]\nEpoch 0: |          | 1384/? [14:19<00:00,  1.61it/s]\nEpoch 0: |          | 1385/? [14:20<00:00,  1.61it/s]\nEpoch 0: |          | 1385/? [14:20<00:00,  1.61it/s]\nEpoch 0: |          | 1386/? [14:20<00:00,  1.61it/s]\nEpoch 0: |          | 1386/? [14:20<00:00,  1.61it/s]\nEpoch 0: |          | 1387/? [14:21<00:00,  1.61it/s]\nEpoch 0: |          | 1387/? [14:21<00:00,  1.61it/s]\nEpoch 0: |          | 1388/? [14:22<00:00,  1.61it/s]\nEpoch 0: |          | 1388/? [14:22<00:00,  1.61it/s]\nEpoch 0: |          | 1389/? [14:22<00:00,  1.61it/s]\nEpoch 0: |          | 1389/? [14:22<00:00,  1.61it/s]\nEpoch 0: |          | 1390/? [14:23<00:00,  1.61it/s]\nEpoch 0: |          | 1390/? [14:23<00:00,  1.61it/s]\nEpoch 0: |          | 1391/? [14:23<00:00,  1.61it/s]\nEpoch 0: |          | 1391/? [14:23<00:00,  1.61it/s]\nEpoch 0: |          | 1392/? [14:24<00:00,  1.61it/s]\nEpoch 0: |          | 1392/? [14:24<00:00,  1.61it/s]\nEpoch 0: |          | 1393/? [14:25<00:00,  1.61it/s]\nEpoch 0: |          | 1393/? [14:25<00:00,  1.61it/s]\nEpoch 0: |          | 1394/? [14:25<00:00,  1.61it/s]\nEpoch 0: |          | 1394/? [14:25<00:00,  1.61it/s]\nEpoch 0: |          | 1395/? [14:26<00:00,  1.61it/s]\nEpoch 0: |          | 1395/? [14:26<00:00,  1.61it/s]\nEpoch 0: |          | 1396/? [14:26<00:00,  1.61it/s]\nEpoch 0: |          | 1396/? [14:26<00:00,  1.61it/s]\nEpoch 0: |          | 1397/? [14:27<00:00,  1.61it/s]\nEpoch 0: |          | 1397/? [14:27<00:00,  1.61it/s]\nEpoch 0: |          | 1398/? [14:28<00:00,  1.61it/s]\nEpoch 0: |          | 1398/? [14:28<00:00,  1.61it/s]\nEpoch 0: |          | 1399/? [14:28<00:00,  1.61it/s]\nEpoch 0: |          | 1399/? [14:28<00:00,  1.61it/s]\nEpoch 0: |          | 1400/? [14:29<00:00,  1.61it/s]\nEpoch 0: |          | 1400/? [14:29<00:00,  1.61it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:02,  1.31it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.25it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:02<00:00,  1.28it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:03<00:00,  1.27it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 1400/? [14:32<00:00,  1.60it/s]\nEpoch 0: |          | 1401/? [14:32<00:00,  1.60it/s]\nEpoch 0: |          | 1401/? [14:32<00:00,  1.60it/s]\nEpoch 0: |          | 1402/? [14:33<00:00,  1.60it/s]\nEpoch 0: |          | 1402/? [14:33<00:00,  1.60it/s]\nEpoch 0: |          | 1403/? [14:34<00:00,  1.60it/s]\nEpoch 0: |          | 1403/? [14:34<00:00,  1.60it/s]\nEpoch 0: |          | 1404/? [14:34<00:00,  1.60it/s]\nEpoch 0: |          | 1404/? [14:34<00:00,  1.60it/s]\nEpoch 0: |          | 1405/? [14:35<00:00,  1.61it/s]\nEpoch 0: |          | 1405/? [14:35<00:00,  1.61it/s]\nEpoch 0: |          | 1406/? [14:35<00:00,  1.61it/s]\nEpoch 0: |          | 1406/? [14:35<00:00,  1.61it/s]\nEpoch 0: |          | 1407/? [14:36<00:00,  1.61it/s]\nEpoch 0: |          | 1407/? [14:36<00:00,  1.61it/s]\nEpoch 0: |          | 1408/? [14:37<00:00,  1.61it/s]\nEpoch 0: |          | 1408/? [14:37<00:00,  1.61it/s]\nEpoch 0: |          | 1409/? [14:37<00:00,  1.61it/s]\nEpoch 0: |          | 1409/? [14:37<00:00,  1.61it/s]\nEpoch 0: |          | 1410/? [14:38<00:00,  1.61it/s]\nEpoch 0: |          | 1410/? [14:38<00:00,  1.61it/s]\nEpoch 0: |          | 1411/? [14:38<00:00,  1.61it/s]\nEpoch 0: |          | 1411/? [14:38<00:00,  1.61it/s]\nEpoch 0: |          | 1412/? [14:39<00:00,  1.61it/s]\nEpoch 0: |          | 1412/? [14:39<00:00,  1.61it/s]\nEpoch 0: |          | 1413/? [14:40<00:00,  1.61it/s]\nEpoch 0: |          | 1413/? [14:40<00:00,  1.61it/s]\nEpoch 0: |          | 1414/? [14:40<00:00,  1.61it/s]\nEpoch 0: |          | 1414/? [14:40<00:00,  1.61it/s]\nEpoch 0: |          | 1415/? [14:41<00:00,  1.61it/s]\nEpoch 0: |          | 1415/? [14:41<00:00,  1.61it/s]\nEpoch 0: |          | 1416/? [14:42<00:00,  1.61it/s]\nEpoch 0: |          | 1416/? [14:42<00:00,  1.61it/s]\nEpoch 0: |          | 1417/? [14:42<00:00,  1.61it/s]\nEpoch 0: |          | 1417/? [14:42<00:00,  1.61it/s]\nEpoch 0: |          | 1418/? [14:43<00:00,  1.61it/s]\nEpoch 0: |          | 1418/? [14:43<00:00,  1.61it/s]\nEpoch 0: |          | 1419/? [14:43<00:00,  1.61it/s]\nEpoch 0: |          | 1419/? [14:43<00:00,  1.61it/s]\nEpoch 0: |          | 1420/? [14:44<00:00,  1.61it/s]\nEpoch 0: |          | 1420/? [14:44<00:00,  1.61it/s]\nEpoch 0: |          | 1421/? [14:45<00:00,  1.61it/s]\nEpoch 0: |          | 1421/? [14:45<00:00,  1.61it/s]\nEpoch 0: |          | 1422/? [14:45<00:00,  1.61it/s]\nEpoch 0: |          | 1422/? [14:45<00:00,  1.61it/s]\nEpoch 0: |          | 1423/? [14:46<00:00,  1.61it/s]\nEpoch 0: |          | 1423/? [14:46<00:00,  1.61it/s]\nEpoch 0: |          | 1424/? [14:46<00:00,  1.61it/s]\nEpoch 0: |          | 1424/? [14:46<00:00,  1.61it/s]\nEpoch 0: |          | 1425/? [14:47<00:00,  1.61it/s]\nEpoch 0: |          | 1425/? [14:47<00:00,  1.61it/s]\nEpoch 0: |          | 1426/? [14:48<00:00,  1.61it/s]\nEpoch 0: |          | 1426/? [14:48<00:00,  1.61it/s]\nEpoch 0: |          | 1427/? [14:48<00:00,  1.61it/s]\nEpoch 0: |          | 1427/? [14:48<00:00,  1.61it/s]\nEpoch 0: |          | 1428/? [14:49<00:00,  1.61it/s]\nEpoch 0: |          | 1428/? [14:49<00:00,  1.61it/s]\nEpoch 0: |          | 1429/? [14:49<00:00,  1.61it/s]\nEpoch 0: |          | 1429/? [14:49<00:00,  1.61it/s]\nEpoch 0: |          | 1430/? [14:50<00:00,  1.61it/s]\nEpoch 0: |          | 1430/? [14:50<00:00,  1.61it/s]\nEpoch 0: |          | 1431/? [14:51<00:00,  1.61it/s]\nEpoch 0: |          | 1431/? [14:51<00:00,  1.61it/s]\nEpoch 0: |          | 1432/? [14:51<00:00,  1.61it/s]\nEpoch 0: |          | 1432/? [14:51<00:00,  1.61it/s]\nEpoch 0: |          | 1433/? [14:52<00:00,  1.61it/s]\nEpoch 0: |          | 1433/? [14:52<00:00,  1.61it/s]\nEpoch 0: |          | 1434/? [14:52<00:00,  1.61it/s]\nEpoch 0: |          | 1434/? [14:52<00:00,  1.61it/s]\nEpoch 0: |          | 1435/? [14:53<00:00,  1.61it/s]\nEpoch 0: |          | 1435/? [14:53<00:00,  1.61it/s]\nEpoch 0: |          | 1436/? [14:54<00:00,  1.61it/s]\nEpoch 0: |          | 1436/? [14:54<00:00,  1.61it/s]\nEpoch 0: |          | 1437/? [14:54<00:00,  1.61it/s]\nEpoch 0: |          | 1437/? [14:54<00:00,  1.61it/s]\nEpoch 0: |          | 1438/? [14:55<00:00,  1.61it/s]\nEpoch 0: |          | 1438/? [14:55<00:00,  1.61it/s]\nEpoch 0: |          | 1439/? [14:55<00:00,  1.61it/s]\nEpoch 0: |          | 1439/? [14:55<00:00,  1.61it/s]\nEpoch 0: |          | 1440/? [14:56<00:00,  1.61it/s]\nEpoch 0: |          | 1440/? [14:56<00:00,  1.61it/s]\nEpoch 0: |          | 1441/? [14:57<00:00,  1.61it/s]\nEpoch 0: |          | 1441/? [14:57<00:00,  1.61it/s]\nEpoch 0: |          | 1442/? [14:57<00:00,  1.61it/s]\nEpoch 0: |          | 1442/? [14:57<00:00,  1.61it/s]\nEpoch 0: |          | 1443/? [14:58<00:00,  1.61it/s]\nEpoch 0: |          | 1443/? [14:58<00:00,  1.61it/s]\nEpoch 0: |          | 1444/? [14:58<00:00,  1.61it/s]\nEpoch 0: |          | 1444/? [14:58<00:00,  1.61it/s]\nEpoch 0: |          | 1445/? [14:59<00:00,  1.61it/s]\nEpoch 0: |          | 1445/? [14:59<00:00,  1.61it/s]\nEpoch 0: |          | 1446/? [15:00<00:00,  1.61it/s]\nEpoch 0: |          | 1446/? [15:00<00:00,  1.61it/s]\nEpoch 0: |          | 1447/? [15:00<00:00,  1.61it/s]\nEpoch 0: |          | 1447/? [15:00<00:00,  1.61it/s]\nEpoch 0: |          | 1448/? [15:01<00:00,  1.61it/s]\nEpoch 0: |          | 1448/? [15:01<00:00,  1.61it/s]\nEpoch 0: |          | 1449/? [15:01<00:00,  1.61it/s]\nEpoch 0: |          | 1449/? [15:01<00:00,  1.61it/s]\nEpoch 0: |          | 1450/? [15:02<00:00,  1.61it/s]\nEpoch 0: |          | 1450/? [15:02<00:00,  1.61it/s]\nEpoch 0: |          | 1451/? [15:03<00:00,  1.61it/s]\nEpoch 0: |          | 1451/? [15:03<00:00,  1.61it/s]\nEpoch 0: |          | 1452/? [15:03<00:00,  1.61it/s]\nEpoch 0: |          | 1452/? [15:03<00:00,  1.61it/s]\nEpoch 0: |          | 1453/? [15:04<00:00,  1.61it/s]\nEpoch 0: |          | 1453/? [15:04<00:00,  1.61it/s]\nEpoch 0: |          | 1454/? [15:04<00:00,  1.61it/s]\nEpoch 0: |          | 1454/? [15:04<00:00,  1.61it/s]\nEpoch 0: |          | 1455/? [15:05<00:00,  1.61it/s]\nEpoch 0: |          | 1455/? [15:05<00:00,  1.61it/s]\nEpoch 0: |          | 1456/? [15:06<00:00,  1.61it/s]\nEpoch 0: |          | 1456/? [15:06<00:00,  1.61it/s]\nEpoch 0: |          | 1457/? [15:06<00:00,  1.61it/s]\nEpoch 0: |          | 1457/? [15:06<00:00,  1.61it/s]\nEpoch 0: |          | 1458/? [15:07<00:00,  1.61it/s]\nEpoch 0: |          | 1458/? [15:07<00:00,  1.61it/s]\nEpoch 0: |          | 1459/? [15:07<00:00,  1.61it/s]\nEpoch 0: |          | 1459/? [15:07<00:00,  1.61it/s]\nEpoch 0: |          | 1460/? [15:08<00:00,  1.61it/s]\nEpoch 0: |          | 1460/? [15:08<00:00,  1.61it/s]\nEpoch 0: |          | 1461/? [15:09<00:00,  1.61it/s]\nEpoch 0: |          | 1461/? [15:09<00:00,  1.61it/s]\nEpoch 0: |          | 1462/? [15:09<00:00,  1.61it/s]\nEpoch 0: |          | 1462/? [15:09<00:00,  1.61it/s]\nEpoch 0: |          | 1463/? [15:10<00:00,  1.61it/s]\nEpoch 0: |          | 1463/? [15:10<00:00,  1.61it/s]\nEpoch 0: |          | 1464/? [15:10<00:00,  1.61it/s]\nEpoch 0: |          | 1464/? [15:10<00:00,  1.61it/s]\nEpoch 0: |          | 1465/? [15:11<00:00,  1.61it/s]\nEpoch 0: |          | 1465/? [15:11<00:00,  1.61it/s]\nEpoch 0: |          | 1466/? [15:12<00:00,  1.61it/s]\nEpoch 0: |          | 1466/? [15:12<00:00,  1.61it/s]\nEpoch 0: |          | 1467/? [15:12<00:00,  1.61it/s]\nEpoch 0: |          | 1467/? [15:12<00:00,  1.61it/s]\nEpoch 0: |          | 1468/? [15:13<00:00,  1.61it/s]\nEpoch 0: |          | 1468/? [15:13<00:00,  1.61it/s]\nEpoch 0: |          | 1469/? [15:13<00:00,  1.61it/s]\nEpoch 0: |          | 1469/? [15:13<00:00,  1.61it/s]\nEpoch 0: |          | 1470/? [15:14<00:00,  1.61it/s]\nEpoch 0: |          | 1470/? [15:14<00:00,  1.61it/s]\nEpoch 0: |          | 1471/? [15:15<00:00,  1.61it/s]\nEpoch 0: |          | 1471/? [15:15<00:00,  1.61it/s]\nEpoch 0: |          | 1472/? [15:15<00:00,  1.61it/s]\nEpoch 0: |          | 1472/? [15:15<00:00,  1.61it/s]\nEpoch 0: |          | 1473/? [15:16<00:00,  1.61it/s]\nEpoch 0: |          | 1473/? [15:16<00:00,  1.61it/s]\nEpoch 0: |          | 1474/? [15:16<00:00,  1.61it/s]\nEpoch 0: |          | 1474/? [15:16<00:00,  1.61it/s]\nEpoch 0: |          | 1475/? [15:17<00:00,  1.61it/s]\nEpoch 0: |          | 1475/? [15:17<00:00,  1.61it/s]\nEpoch 0: |          | 1476/? [15:18<00:00,  1.61it/s]\nEpoch 0: |          | 1476/? [15:18<00:00,  1.61it/s]\nEpoch 0: |          | 1477/? [15:18<00:00,  1.61it/s]\nEpoch 0: |          | 1477/? [15:18<00:00,  1.61it/s]\nEpoch 0: |          | 1478/? [15:19<00:00,  1.61it/s]\nEpoch 0: |          | 1478/? [15:19<00:00,  1.61it/s]\nEpoch 0: |          | 1479/? [15:19<00:00,  1.61it/s]\nEpoch 0: |          | 1479/? [15:19<00:00,  1.61it/s]\nEpoch 0: |          | 1480/? [15:20<00:00,  1.61it/s]\nEpoch 0: |          | 1480/? [15:20<00:00,  1.61it/s]\nEpoch 0: |          | 1481/? [15:21<00:00,  1.61it/s]\nEpoch 0: |          | 1481/? [15:21<00:00,  1.61it/s]\nEpoch 0: |          | 1482/? [15:21<00:00,  1.61it/s]\nEpoch 0: |          | 1482/? [15:21<00:00,  1.61it/s]\nEpoch 0: |          | 1483/? [15:22<00:00,  1.61it/s]\nEpoch 0: |          | 1483/? [15:22<00:00,  1.61it/s]\nEpoch 0: |          | 1484/? [15:22<00:00,  1.61it/s]\nEpoch 0: |          | 1484/? [15:22<00:00,  1.61it/s]\nEpoch 0: |          | 1485/? [15:23<00:00,  1.61it/s]\nEpoch 0: |          | 1485/? [15:23<00:00,  1.61it/s]\nEpoch 0: |          | 1486/? [15:24<00:00,  1.61it/s]\nEpoch 0: |          | 1486/? [15:24<00:00,  1.61it/s]\nEpoch 0: |          | 1487/? [15:24<00:00,  1.61it/s]\nEpoch 0: |          | 1487/? [15:24<00:00,  1.61it/s]\nEpoch 0: |          | 1488/? [15:25<00:00,  1.61it/s]\nEpoch 0: |          | 1488/? [15:25<00:00,  1.61it/s]\nEpoch 0: |          | 1489/? [15:25<00:00,  1.61it/s]\nEpoch 0: |          | 1489/? [15:25<00:00,  1.61it/s]\nEpoch 0: |          | 1490/? [15:26<00:00,  1.61it/s]\nEpoch 0: |          | 1490/? [15:26<00:00,  1.61it/s]\nEpoch 0: |          | 1491/? [15:27<00:00,  1.61it/s]\nEpoch 0: |          | 1491/? [15:27<00:00,  1.61it/s]\nEpoch 0: |          | 1492/? [15:27<00:00,  1.61it/s]\nEpoch 0: |          | 1492/? [15:27<00:00,  1.61it/s]\nEpoch 0: |          | 1493/? [15:28<00:00,  1.61it/s]\nEpoch 0: |          | 1493/? [15:28<00:00,  1.61it/s]\nEpoch 0: |          | 1494/? [15:28<00:00,  1.61it/s]\nEpoch 0: |          | 1494/? [15:28<00:00,  1.61it/s]\nEpoch 0: |          | 1495/? [15:29<00:00,  1.61it/s]\nEpoch 0: |          | 1495/? [15:29<00:00,  1.61it/s]\nEpoch 0: |          | 1496/? [15:30<00:00,  1.61it/s]\nEpoch 0: |          | 1496/? [15:30<00:00,  1.61it/s]\nEpoch 0: |          | 1497/? [15:30<00:00,  1.61it/s]\nEpoch 0: |          | 1497/? [15:30<00:00,  1.61it/s]\nEpoch 0: |          | 1498/? [15:31<00:00,  1.61it/s]\nEpoch 0: |          | 1498/? [15:31<00:00,  1.61it/s]\nEpoch 0: |          | 1499/? [15:31<00:00,  1.61it/s]\nEpoch 0: |          | 1499/? [15:31<00:00,  1.61it/s]\nEpoch 0: |          | 1500/? [15:32<00:00,  1.61it/s]\nEpoch 0: |          | 1500/? [15:32<00:00,  1.61it/s]\nEpoch 0: |          | 1501/? [15:33<00:00,  1.61it/s]\nEpoch 0: |          | 1501/? [15:33<00:00,  1.61it/s]\nEpoch 0: |          | 1502/? [15:33<00:00,  1.61it/s]\nEpoch 0: |          | 1502/? [15:33<00:00,  1.61it/s]\nEpoch 0: |          | 1503/? [15:34<00:00,  1.61it/s]\nEpoch 0: |          | 1503/? [15:34<00:00,  1.61it/s]\nEpoch 0: |          | 1504/? [15:34<00:00,  1.61it/s]\nEpoch 0: |          | 1504/? [15:34<00:00,  1.61it/s]\nEpoch 0: |          | 1505/? [15:35<00:00,  1.61it/s]\nEpoch 0: |          | 1505/? [15:35<00:00,  1.61it/s]\nEpoch 0: |          | 1506/? [15:36<00:00,  1.61it/s]\nEpoch 0: |          | 1506/? [15:36<00:00,  1.61it/s]\nEpoch 0: |          | 1507/? [15:36<00:00,  1.61it/s]\nEpoch 0: |          | 1507/? [15:36<00:00,  1.61it/s]\nEpoch 0: |          | 1508/? [15:37<00:00,  1.61it/s]\nEpoch 0: |          | 1508/? [15:37<00:00,  1.61it/s]\nEpoch 0: |          | 1509/? [15:37<00:00,  1.61it/s]\nEpoch 0: |          | 1509/? [15:37<00:00,  1.61it/s]\nEpoch 0: |          | 1510/? [15:38<00:00,  1.61it/s]\nEpoch 0: |          | 1510/? [15:38<00:00,  1.61it/s]\nEpoch 0: |          | 1511/? [15:39<00:00,  1.61it/s]\nEpoch 0: |          | 1511/? [15:39<00:00,  1.61it/s]\nEpoch 0: |          | 1512/? [15:39<00:00,  1.61it/s]\nEpoch 0: |          | 1512/? [15:39<00:00,  1.61it/s]\nEpoch 0: |          | 1513/? [15:40<00:00,  1.61it/s]\nEpoch 0: |          | 1513/? [15:40<00:00,  1.61it/s]\nEpoch 0: |          | 1514/? [15:40<00:00,  1.61it/s]\nEpoch 0: |          | 1514/? [15:40<00:00,  1.61it/s]\nEpoch 0: |          | 1515/? [15:41<00:00,  1.61it/s]\nEpoch 0: |          | 1515/? [15:41<00:00,  1.61it/s]\nEpoch 0: |          | 1516/? [15:42<00:00,  1.61it/s]\nEpoch 0: |          | 1516/? [15:42<00:00,  1.61it/s]\nEpoch 0: |          | 1517/? [15:42<00:00,  1.61it/s]\nEpoch 0: |          | 1517/? [15:42<00:00,  1.61it/s]\nEpoch 0: |          | 1518/? [15:43<00:00,  1.61it/s]\nEpoch 0: |          | 1518/? [15:43<00:00,  1.61it/s]\nEpoch 0: |          | 1519/? [15:43<00:00,  1.61it/s]\nEpoch 0: |          | 1519/? [15:43<00:00,  1.61it/s]\nEpoch 0: |          | 1520/? [15:44<00:00,  1.61it/s]\nEpoch 0: |          | 1520/? [15:44<00:00,  1.61it/s]\nEpoch 0: |          | 1521/? [15:45<00:00,  1.61it/s]\nEpoch 0: |          | 1521/? [15:45<00:00,  1.61it/s]\nEpoch 0: |          | 1522/? [15:45<00:00,  1.61it/s]\nEpoch 0: |          | 1522/? [15:45<00:00,  1.61it/s]\nEpoch 0: |          | 1523/? [15:46<00:00,  1.61it/s]\nEpoch 0: |          | 1523/? [15:46<00:00,  1.61it/s]\nEpoch 0: |          | 1524/? [15:46<00:00,  1.61it/s]\nEpoch 0: |          | 1524/? [15:46<00:00,  1.61it/s]\nEpoch 0: |          | 1525/? [15:47<00:00,  1.61it/s]\nEpoch 0: |          | 1525/? [15:47<00:00,  1.61it/s]\nEpoch 0: |          | 1526/? [15:47<00:00,  1.61it/s]\nEpoch 0: |          | 1526/? [15:47<00:00,  1.61it/s]\nEpoch 0: |          | 1527/? [15:48<00:00,  1.61it/s]\nEpoch 0: |          | 1527/? [15:48<00:00,  1.61it/s]\nEpoch 0: |          | 1528/? [15:49<00:00,  1.61it/s]\nEpoch 0: |          | 1528/? [15:49<00:00,  1.61it/s]\nEpoch 0: |          | 1529/? [15:49<00:00,  1.61it/s]\nEpoch 0: |          | 1529/? [15:49<00:00,  1.61it/s]\nEpoch 0: |          | 1530/? [15:50<00:00,  1.61it/s]\nEpoch 0: |          | 1530/? [15:50<00:00,  1.61it/s]\nEpoch 0: |          | 1531/? [15:50<00:00,  1.61it/s]\nEpoch 0: |          | 1531/? [15:50<00:00,  1.61it/s]\nEpoch 0: |          | 1532/? [15:51<00:00,  1.61it/s]\nEpoch 0: |          | 1532/? [15:51<00:00,  1.61it/s]\nEpoch 0: |          | 1533/? [15:52<00:00,  1.61it/s]\nEpoch 0: |          | 1533/? [15:52<00:00,  1.61it/s]\nEpoch 0: |          | 1534/? [15:52<00:00,  1.61it/s]\nEpoch 0: |          | 1534/? [15:52<00:00,  1.61it/s]\nEpoch 0: |          | 1535/? [15:53<00:00,  1.61it/s]\nEpoch 0: |          | 1535/? [15:53<00:00,  1.61it/s]\nEpoch 0: |          | 1536/? [15:53<00:00,  1.61it/s]\nEpoch 0: |          | 1536/? [15:53<00:00,  1.61it/s]\nEpoch 0: |          | 1537/? [15:54<00:00,  1.61it/s]\nEpoch 0: |          | 1537/? [15:54<00:00,  1.61it/s]\nEpoch 0: |          | 1538/? [15:55<00:00,  1.61it/s]\nEpoch 0: |          | 1538/? [15:55<00:00,  1.61it/s]\nEpoch 0: |          | 1539/? [15:55<00:00,  1.61it/s]\nEpoch 0: |          | 1539/? [15:55<00:00,  1.61it/s]\nEpoch 0: |          | 1540/? [15:56<00:00,  1.61it/s]\nEpoch 0: |          | 1540/? [15:56<00:00,  1.61it/s]\nEpoch 0: |          | 1541/? [15:56<00:00,  1.61it/s]\nEpoch 0: |          | 1541/? [15:56<00:00,  1.61it/s]\nEpoch 0: |          | 1542/? [15:57<00:00,  1.61it/s]\nEpoch 0: |          | 1542/? [15:57<00:00,  1.61it/s]\nEpoch 0: |          | 1543/? [15:57<00:00,  1.61it/s]\nEpoch 0: |          | 1543/? [15:57<00:00,  1.61it/s]\nEpoch 0: |          | 1544/? [15:58<00:00,  1.61it/s]\nEpoch 0: |          | 1544/? [15:58<00:00,  1.61it/s]\nEpoch 0: |          | 1545/? [15:59<00:00,  1.61it/s]\nEpoch 0: |          | 1545/? [15:59<00:00,  1.61it/s]\nEpoch 0: |          | 1546/? [15:59<00:00,  1.61it/s]\nEpoch 0: |          | 1546/? [15:59<00:00,  1.61it/s]\nEpoch 0: |          | 1547/? [16:00<00:00,  1.61it/s]\nEpoch 0: |          | 1547/? [16:00<00:00,  1.61it/s]\nEpoch 0: |          | 1548/? [16:00<00:00,  1.61it/s]\nEpoch 0: |          | 1548/? [16:00<00:00,  1.61it/s]\nEpoch 0: |          | 1549/? [16:01<00:00,  1.61it/s]\nEpoch 0: |          | 1549/? [16:01<00:00,  1.61it/s]\nEpoch 0: |          | 1550/? [16:02<00:00,  1.61it/s]\nEpoch 0: |          | 1550/? [16:02<00:00,  1.61it/s]\nEpoch 0: |          | 1551/? [16:02<00:00,  1.61it/s]\nEpoch 0: |          | 1551/? [16:02<00:00,  1.61it/s]\nEpoch 0: |          | 1552/? [16:03<00:00,  1.61it/s]\nEpoch 0: |          | 1552/? [16:03<00:00,  1.61it/s]\nEpoch 0: |          | 1553/? [16:03<00:00,  1.61it/s]\nEpoch 0: |          | 1553/? [16:03<00:00,  1.61it/s]\nEpoch 0: |          | 1554/? [16:04<00:00,  1.61it/s]\nEpoch 0: |          | 1554/? [16:04<00:00,  1.61it/s]\nEpoch 0: |          | 1555/? [16:04<00:00,  1.61it/s]\nEpoch 0: |          | 1555/? [16:04<00:00,  1.61it/s]\nEpoch 0: |          | 1556/? [16:05<00:00,  1.61it/s]\nEpoch 0: |          | 1556/? [16:05<00:00,  1.61it/s]\nEpoch 0: |          | 1557/? [16:06<00:00,  1.61it/s]\nEpoch 0: |          | 1557/? [16:06<00:00,  1.61it/s]\nEpoch 0: |          | 1558/? [16:06<00:00,  1.61it/s]\nEpoch 0: |          | 1558/? [16:06<00:00,  1.61it/s]\nEpoch 0: |          | 1559/? [16:07<00:00,  1.61it/s]\nEpoch 0: |          | 1559/? [16:07<00:00,  1.61it/s]\nEpoch 0: |          | 1560/? [16:07<00:00,  1.61it/s]\nEpoch 0: |          | 1560/? [16:07<00:00,  1.61it/s]\nEpoch 0: |          | 1561/? [16:08<00:00,  1.61it/s]\nEpoch 0: |          | 1561/? [16:08<00:00,  1.61it/s]\nEpoch 0: |          | 1562/? [16:09<00:00,  1.61it/s]\nEpoch 0: |          | 1562/? [16:09<00:00,  1.61it/s]\nEpoch 0: |          | 1563/? [16:09<00:00,  1.61it/s]\nEpoch 0: |          | 1563/? [16:09<00:00,  1.61it/s]\nEpoch 0: |          | 1564/? [16:10<00:00,  1.61it/s]\nEpoch 0: |          | 1564/? [16:10<00:00,  1.61it/s]\nEpoch 0: |          | 1565/? [16:10<00:00,  1.61it/s]\nEpoch 0: |          | 1565/? [16:10<00:00,  1.61it/s]\nEpoch 0: |          | 1566/? [16:11<00:00,  1.61it/s]\nEpoch 0: |          | 1566/? [16:11<00:00,  1.61it/s]\nEpoch 0: |          | 1567/? [16:11<00:00,  1.61it/s]\nEpoch 0: |          | 1567/? [16:11<00:00,  1.61it/s]\nEpoch 0: |          | 1568/? [16:12<00:00,  1.61it/s]\nEpoch 0: |          | 1568/? [16:12<00:00,  1.61it/s]\nEpoch 0: |          | 1569/? [16:13<00:00,  1.61it/s]\nEpoch 0: |          | 1569/? [16:13<00:00,  1.61it/s]\nEpoch 0: |          | 1570/? [16:13<00:00,  1.61it/s]\nEpoch 0: |          | 1570/? [16:13<00:00,  1.61it/s]\nEpoch 0: |          | 1571/? [16:14<00:00,  1.61it/s]\nEpoch 0: |          | 1571/? [16:14<00:00,  1.61it/s]\nEpoch 0: |          | 1572/? [16:14<00:00,  1.61it/s]\nEpoch 0: |          | 1572/? [16:14<00:00,  1.61it/s]\nEpoch 0: |          | 1573/? [16:15<00:00,  1.61it/s]\nEpoch 0: |          | 1573/? [16:15<00:00,  1.61it/s]\nEpoch 0: |          | 1574/? [16:15<00:00,  1.61it/s]\nEpoch 0: |          | 1574/? [16:15<00:00,  1.61it/s]\nEpoch 0: |          | 1575/? [16:16<00:00,  1.61it/s]\nEpoch 0: |          | 1575/? [16:16<00:00,  1.61it/s]\nEpoch 0: |          | 1576/? [16:17<00:00,  1.61it/s]\nEpoch 0: |          | 1576/? [16:17<00:00,  1.61it/s]\nEpoch 0: |          | 1577/? [16:17<00:00,  1.61it/s]\nEpoch 0: |          | 1577/? [16:17<00:00,  1.61it/s]\nEpoch 0: |          | 1578/? [16:18<00:00,  1.61it/s]\nEpoch 0: |          | 1578/? [16:18<00:00,  1.61it/s]\nEpoch 0: |          | 1579/? [16:18<00:00,  1.61it/s]\nEpoch 0: |          | 1579/? [16:18<00:00,  1.61it/s]\nEpoch 0: |          | 1580/? [16:19<00:00,  1.61it/s]\nEpoch 0: |          | 1580/? [16:19<00:00,  1.61it/s]\nEpoch 0: |          | 1581/? [16:19<00:00,  1.61it/s]\nEpoch 0: |          | 1581/? [16:19<00:00,  1.61it/s]\nEpoch 0: |          | 1582/? [16:20<00:00,  1.61it/s]\nEpoch 0: |          | 1582/? [16:20<00:00,  1.61it/s]\nEpoch 0: |          | 1583/? [16:21<00:00,  1.61it/s]\nEpoch 0: |          | 1583/? [16:21<00:00,  1.61it/s]\nEpoch 0: |          | 1584/? [16:21<00:00,  1.61it/s]\nEpoch 0: |          | 1584/? [16:21<00:00,  1.61it/s]\nEpoch 0: |          | 1585/? [16:22<00:00,  1.61it/s]\nEpoch 0: |          | 1585/? [16:22<00:00,  1.61it/s]\nEpoch 0: |          | 1586/? [16:22<00:00,  1.61it/s]\nEpoch 0: |          | 1586/? [16:22<00:00,  1.61it/s]\nEpoch 0: |          | 1587/? [16:23<00:00,  1.61it/s]\nEpoch 0: |          | 1587/? [16:23<00:00,  1.61it/s]\nEpoch 0: |          | 1588/? [16:24<00:00,  1.61it/s]\nEpoch 0: |          | 1588/? [16:24<00:00,  1.61it/s]\nEpoch 0: |          | 1589/? [16:24<00:00,  1.61it/s]\nEpoch 0: |          | 1589/? [16:24<00:00,  1.61it/s]\nEpoch 0: |          | 1590/? [16:25<00:00,  1.61it/s]\nEpoch 0: |          | 1590/? [16:25<00:00,  1.61it/s]\nEpoch 0: |          | 1591/? [16:25<00:00,  1.61it/s]\nEpoch 0: |          | 1591/? [16:25<00:00,  1.61it/s]\nEpoch 0: |          | 1592/? [16:26<00:00,  1.61it/s]\nEpoch 0: |          | 1592/? [16:26<00:00,  1.61it/s]\nEpoch 0: |          | 1593/? [16:26<00:00,  1.61it/s]\nEpoch 0: |          | 1593/? [16:26<00:00,  1.61it/s]\nEpoch 0: |          | 1594/? [16:27<00:00,  1.61it/s]\nEpoch 0: |          | 1594/? [16:27<00:00,  1.61it/s]\nEpoch 0: |          | 1595/? [16:28<00:00,  1.61it/s]\nEpoch 0: |          | 1595/? [16:28<00:00,  1.61it/s]\nEpoch 0: |          | 1596/? [16:28<00:00,  1.61it/s]\nEpoch 0: |          | 1596/? [16:28<00:00,  1.61it/s]\nEpoch 0: |          | 1597/? [16:29<00:00,  1.61it/s]\nEpoch 0: |          | 1597/? [16:29<00:00,  1.61it/s]\nEpoch 0: |          | 1598/? [16:29<00:00,  1.61it/s]\nEpoch 0: |          | 1598/? [16:29<00:00,  1.61it/s]\nEpoch 0: |          | 1599/? [16:30<00:00,  1.61it/s]\nEpoch 0: |          | 1599/? [16:30<00:00,  1.61it/s]\nEpoch 0: |          | 1600/? [16:30<00:00,  1.61it/s]\nEpoch 0: |          | 1600/? [16:30<00:00,  1.61it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:02,  1.36it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.31it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:02<00:00,  1.34it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:03<00:00,  1.32it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 1600/? [16:33<00:00,  1.61it/s]\nEpoch 0: |          | 1601/? [16:34<00:00,  1.61it/s]\nEpoch 0: |          | 1601/? [16:34<00:00,  1.61it/s]\nEpoch 0: |          | 1602/? [16:35<00:00,  1.61it/s]\nEpoch 0: |          | 1602/? [16:35<00:00,  1.61it/s]\nEpoch 0: |          | 1603/? [16:35<00:00,  1.61it/s]\nEpoch 0: |          | 1603/? [16:35<00:00,  1.61it/s]\nEpoch 0: |          | 1604/? [16:36<00:00,  1.61it/s]\nEpoch 0: |          | 1604/? [16:36<00:00,  1.61it/s]\nEpoch 0: |          | 1605/? [16:36<00:00,  1.61it/s]\nEpoch 0: |          | 1605/? [16:36<00:00,  1.61it/s]\nEpoch 0: |          | 1606/? [16:37<00:00,  1.61it/s]\nEpoch 0: |          | 1606/? [16:37<00:00,  1.61it/s]\nEpoch 0: |          | 1607/? [16:38<00:00,  1.61it/s]\nEpoch 0: |          | 1607/? [16:38<00:00,  1.61it/s]\nEpoch 0: |          | 1608/? [16:38<00:00,  1.61it/s]\nEpoch 0: |          | 1608/? [16:38<00:00,  1.61it/s]\nEpoch 0: |          | 1609/? [16:39<00:00,  1.61it/s]\nEpoch 0: |          | 1609/? [16:39<00:00,  1.61it/s]\nEpoch 0: |          | 1610/? [16:39<00:00,  1.61it/s]\nEpoch 0: |          | 1610/? [16:39<00:00,  1.61it/s]\nEpoch 0: |          | 1611/? [16:40<00:00,  1.61it/s]\nEpoch 0: |          | 1611/? [16:40<00:00,  1.61it/s]\nEpoch 0: |          | 1612/? [16:40<00:00,  1.61it/s]\nEpoch 0: |          | 1612/? [16:40<00:00,  1.61it/s]\nEpoch 0: |          | 1613/? [16:41<00:00,  1.61it/s]\nEpoch 0: |          | 1613/? [16:41<00:00,  1.61it/s]\nEpoch 0: |          | 1614/? [16:42<00:00,  1.61it/s]\nEpoch 0: |          | 1614/? [16:42<00:00,  1.61it/s]\nEpoch 0: |          | 1615/? [16:42<00:00,  1.61it/s]\nEpoch 0: |          | 1615/? [16:42<00:00,  1.61it/s]\nEpoch 0: |          | 1616/? [16:43<00:00,  1.61it/s]\nEpoch 0: |          | 1616/? [16:43<00:00,  1.61it/s]\nEpoch 0: |          | 1617/? [16:43<00:00,  1.61it/s]\nEpoch 0: |          | 1617/? [16:43<00:00,  1.61it/s]\nEpoch 0: |          | 1618/? [16:44<00:00,  1.61it/s]\nEpoch 0: |          | 1618/? [16:44<00:00,  1.61it/s]\nEpoch 0: |          | 1619/? [16:44<00:00,  1.61it/s]\nEpoch 0: |          | 1619/? [16:44<00:00,  1.61it/s]\nEpoch 0: |          | 1620/? [16:45<00:00,  1.61it/s]\nEpoch 0: |          | 1620/? [16:45<00:00,  1.61it/s]\nEpoch 0: |          | 1621/? [16:46<00:00,  1.61it/s]\nEpoch 0: |          | 1621/? [16:46<00:00,  1.61it/s]\nEpoch 0: |          | 1622/? [16:46<00:00,  1.61it/s]\nEpoch 0: |          | 1622/? [16:46<00:00,  1.61it/s]\nEpoch 0: |          | 1623/? [16:47<00:00,  1.61it/s]\nEpoch 0: |          | 1623/? [16:47<00:00,  1.61it/s]\nEpoch 0: |          | 1624/? [16:47<00:00,  1.61it/s]\nEpoch 0: |          | 1624/? [16:47<00:00,  1.61it/s]\nEpoch 0: |          | 1625/? [16:48<00:00,  1.61it/s]\nEpoch 0: |          | 1625/? [16:48<00:00,  1.61it/s]\nEpoch 0: |          | 1626/? [16:48<00:00,  1.61it/s]\nEpoch 0: |          | 1626/? [16:48<00:00,  1.61it/s]\nEpoch 0: |          | 1627/? [16:49<00:00,  1.61it/s]\nEpoch 0: |          | 1627/? [16:49<00:00,  1.61it/s]\nEpoch 0: |          | 1628/? [16:50<00:00,  1.61it/s]\nEpoch 0: |          | 1628/? [16:50<00:00,  1.61it/s]\nEpoch 0: |          | 1629/? [16:50<00:00,  1.61it/s]\nEpoch 0: |          | 1629/? [16:50<00:00,  1.61it/s]\nEpoch 0: |          | 1630/? [16:51<00:00,  1.61it/s]\nEpoch 0: |          | 1630/? [16:51<00:00,  1.61it/s]\nEpoch 0: |          | 1631/? [16:51<00:00,  1.61it/s]\nEpoch 0: |          | 1631/? [16:51<00:00,  1.61it/s]\nEpoch 0: |          | 1632/? [16:52<00:00,  1.61it/s]\nEpoch 0: |          | 1632/? [16:52<00:00,  1.61it/s]\nEpoch 0: |          | 1633/? [16:53<00:00,  1.61it/s]\nEpoch 0: |          | 1633/? [16:53<00:00,  1.61it/s]\nEpoch 0: |          | 1634/? [16:53<00:00,  1.61it/s]\nEpoch 0: |          | 1634/? [16:53<00:00,  1.61it/s]\nEpoch 0: |          | 1635/? [16:54<00:00,  1.61it/s]\nEpoch 0: |          | 1635/? [16:54<00:00,  1.61it/s]\nEpoch 0: |          | 1636/? [16:54<00:00,  1.61it/s]\nEpoch 0: |          | 1636/? [16:54<00:00,  1.61it/s]\nEpoch 0: |          | 1637/? [16:55<00:00,  1.61it/s]\nEpoch 0: |          | 1637/? [16:55<00:00,  1.61it/s]\nEpoch 0: |          | 1638/? [16:55<00:00,  1.61it/s]\nEpoch 0: |          | 1638/? [16:55<00:00,  1.61it/s]\nEpoch 0: |          | 1639/? [16:56<00:00,  1.61it/s]\nEpoch 0: |          | 1639/? [16:56<00:00,  1.61it/s]\nEpoch 0: |          | 1640/? [16:57<00:00,  1.61it/s]\nEpoch 0: |          | 1640/? [16:57<00:00,  1.61it/s]\nEpoch 0: |          | 1641/? [16:57<00:00,  1.61it/s]\nEpoch 0: |          | 1641/? [16:57<00:00,  1.61it/s]\nEpoch 0: |          | 1642/? [16:58<00:00,  1.61it/s]\nEpoch 0: |          | 1642/? [16:58<00:00,  1.61it/s]\nEpoch 0: |          | 1643/? [16:58<00:00,  1.61it/s]\nEpoch 0: |          | 1643/? [16:58<00:00,  1.61it/s]\nEpoch 0: |          | 1644/? [16:59<00:00,  1.61it/s]\nEpoch 0: |          | 1644/? [16:59<00:00,  1.61it/s]\nEpoch 0: |          | 1645/? [16:59<00:00,  1.61it/s]\nEpoch 0: |          | 1645/? [16:59<00:00,  1.61it/s]\nEpoch 0: |          | 1646/? [17:00<00:00,  1.61it/s]\nEpoch 0: |          | 1646/? [17:00<00:00,  1.61it/s]\nEpoch 0: |          | 1647/? [17:01<00:00,  1.61it/s]\nEpoch 0: |          | 1647/? [17:01<00:00,  1.61it/s]\nEpoch 0: |          | 1648/? [17:01<00:00,  1.61it/s]\nEpoch 0: |          | 1648/? [17:01<00:00,  1.61it/s]\nEpoch 0: |          | 1649/? [17:02<00:00,  1.61it/s]\nEpoch 0: |          | 1649/? [17:02<00:00,  1.61it/s]\nEpoch 0: |          | 1650/? [17:02<00:00,  1.61it/s]\nEpoch 0: |          | 1650/? [17:02<00:00,  1.61it/s]\nEpoch 0: |          | 1651/? [17:03<00:00,  1.61it/s]\nEpoch 0: |          | 1651/? [17:03<00:00,  1.61it/s]\nEpoch 0: |          | 1652/? [17:04<00:00,  1.61it/s]\nEpoch 0: |          | 1652/? [17:04<00:00,  1.61it/s]\nEpoch 0: |          | 1653/? [17:04<00:00,  1.61it/s]\nEpoch 0: |          | 1653/? [17:04<00:00,  1.61it/s]\nEpoch 0: |          | 1654/? [17:05<00:00,  1.61it/s]\nEpoch 0: |          | 1654/? [17:05<00:00,  1.61it/s]\nEpoch 0: |          | 1655/? [17:05<00:00,  1.61it/s]\nEpoch 0: |          | 1655/? [17:05<00:00,  1.61it/s]\nEpoch 0: |          | 1656/? [17:06<00:00,  1.61it/s]\nEpoch 0: |          | 1656/? [17:06<00:00,  1.61it/s]\nEpoch 0: |          | 1657/? [17:06<00:00,  1.61it/s]\nEpoch 0: |          | 1657/? [17:06<00:00,  1.61it/s]\nEpoch 0: |          | 1658/? [17:07<00:00,  1.61it/s]\nEpoch 0: |          | 1658/? [17:07<00:00,  1.61it/s]\nEpoch 0: |          | 1659/? [17:07<00:00,  1.61it/s]\nEpoch 0: |          | 1659/? [17:07<00:00,  1.61it/s]\nEpoch 0: |          | 1660/? [17:08<00:00,  1.61it/s]\nEpoch 0: |          | 1660/? [17:08<00:00,  1.61it/s]\nEpoch 0: |          | 1661/? [17:09<00:00,  1.61it/s]\nEpoch 0: |          | 1661/? [17:09<00:00,  1.61it/s]\nEpoch 0: |          | 1662/? [17:09<00:00,  1.61it/s]\nEpoch 0: |          | 1662/? [17:09<00:00,  1.61it/s]\nEpoch 0: |          | 1663/? [17:10<00:00,  1.61it/s]\nEpoch 0: |          | 1663/? [17:10<00:00,  1.61it/s]\nEpoch 0: |          | 1664/? [17:10<00:00,  1.61it/s]\nEpoch 0: |          | 1664/? [17:10<00:00,  1.61it/s]\nEpoch 0: |          | 1665/? [17:11<00:00,  1.61it/s]\nEpoch 0: |          | 1665/? [17:11<00:00,  1.61it/s]\nEpoch 0: |          | 1666/? [17:11<00:00,  1.61it/s]\nEpoch 0: |          | 1666/? [17:11<00:00,  1.61it/s]\nEpoch 0: |          | 1667/? [17:12<00:00,  1.61it/s]\nEpoch 0: |          | 1667/? [17:12<00:00,  1.61it/s]\nEpoch 0: |          | 1668/? [17:12<00:00,  1.61it/s]\nEpoch 0: |          | 1668/? [17:12<00:00,  1.61it/s]\nEpoch 0: |          | 1669/? [17:13<00:00,  1.62it/s]\nEpoch 0: |          | 1669/? [17:13<00:00,  1.62it/s]\nEpoch 0: |          | 1670/? [17:13<00:00,  1.62it/s]\nEpoch 0: |          | 1670/? [17:13<00:00,  1.62it/s]\nEpoch 0: |          | 1671/? [17:14<00:00,  1.62it/s]\nEpoch 0: |          | 1671/? [17:14<00:00,  1.62it/s]\nEpoch 0: |          | 1672/? [17:14<00:00,  1.62it/s]\nEpoch 0: |          | 1672/? [17:14<00:00,  1.62it/s]\nEpoch 0: |          | 1673/? [17:15<00:00,  1.62it/s]\nEpoch 0: |          | 1673/? [17:15<00:00,  1.62it/s]\nEpoch 0: |          | 1674/? [17:16<00:00,  1.62it/s]\nEpoch 0: |          | 1674/? [17:16<00:00,  1.62it/s]\nEpoch 0: |          | 1675/? [17:16<00:00,  1.62it/s]\nEpoch 0: |          | 1675/? [17:16<00:00,  1.62it/s]\nEpoch 0: |          | 1676/? [17:17<00:00,  1.62it/s]\nEpoch 0: |          | 1676/? [17:17<00:00,  1.62it/s]\nEpoch 0: |          | 1677/? [17:17<00:00,  1.62it/s]\nEpoch 0: |          | 1677/? [17:17<00:00,  1.62it/s]\nEpoch 0: |          | 1678/? [17:18<00:00,  1.62it/s]\nEpoch 0: |          | 1678/? [17:18<00:00,  1.62it/s]\nEpoch 0: |          | 1679/? [17:18<00:00,  1.62it/s]\nEpoch 0: |          | 1679/? [17:18<00:00,  1.62it/s]\nEpoch 0: |          | 1680/? [17:19<00:00,  1.62it/s]\nEpoch 0: |          | 1680/? [17:19<00:00,  1.62it/s]\nEpoch 0: |          | 1681/? [17:19<00:00,  1.62it/s]\nEpoch 0: |          | 1681/? [17:19<00:00,  1.62it/s]\nEpoch 0: |          | 1682/? [17:20<00:00,  1.62it/s]\nEpoch 0: |          | 1682/? [17:20<00:00,  1.62it/s]\nEpoch 0: |          | 1683/? [17:20<00:00,  1.62it/s]\nEpoch 0: |          | 1683/? [17:20<00:00,  1.62it/s]\nEpoch 0: |          | 1684/? [17:21<00:00,  1.62it/s]\nEpoch 0: |          | 1684/? [17:21<00:00,  1.62it/s]\nEpoch 0: |          | 1685/? [17:22<00:00,  1.62it/s]\nEpoch 0: |          | 1685/? [17:22<00:00,  1.62it/s]\nEpoch 0: |          | 1686/? [17:22<00:00,  1.62it/s]\nEpoch 0: |          | 1686/? [17:22<00:00,  1.62it/s]\nEpoch 0: |          | 1687/? [17:23<00:00,  1.62it/s]\nEpoch 0: |          | 1687/? [17:23<00:00,  1.62it/s]\nEpoch 0: |          | 1688/? [17:23<00:00,  1.62it/s]\nEpoch 0: |          | 1688/? [17:23<00:00,  1.62it/s]\nEpoch 0: |          | 1689/? [17:24<00:00,  1.62it/s]\nEpoch 0: |          | 1689/? [17:24<00:00,  1.62it/s]\nEpoch 0: |          | 1690/? [17:24<00:00,  1.62it/s]\nEpoch 0: |          | 1690/? [17:24<00:00,  1.62it/s]\nEpoch 0: |          | 1691/? [17:25<00:00,  1.62it/s]\nEpoch 0: |          | 1691/? [17:25<00:00,  1.62it/s]\nEpoch 0: |          | 1692/? [17:25<00:00,  1.62it/s]\nEpoch 0: |          | 1692/? [17:25<00:00,  1.62it/s]\nEpoch 0: |          | 1693/? [17:26<00:00,  1.62it/s]\nEpoch 0: |          | 1693/? [17:26<00:00,  1.62it/s]\nEpoch 0: |          | 1694/? [17:27<00:00,  1.62it/s]\nEpoch 0: |          | 1694/? [17:27<00:00,  1.62it/s]\nEpoch 0: |          | 1695/? [17:27<00:00,  1.62it/s]\nEpoch 0: |          | 1695/? [17:27<00:00,  1.62it/s]\nEpoch 0: |          | 1696/? [17:28<00:00,  1.62it/s]\nEpoch 0: |          | 1696/? [17:28<00:00,  1.62it/s]\nEpoch 0: |          | 1697/? [17:28<00:00,  1.62it/s]\nEpoch 0: |          | 1697/? [17:28<00:00,  1.62it/s]\nEpoch 0: |          | 1698/? [17:29<00:00,  1.62it/s]\nEpoch 0: |          | 1698/? [17:29<00:00,  1.62it/s]\nEpoch 0: |          | 1699/? [17:29<00:00,  1.62it/s]\nEpoch 0: |          | 1699/? [17:29<00:00,  1.62it/s]\nEpoch 0: |          | 1700/? [17:30<00:00,  1.62it/s]\nEpoch 0: |          | 1700/? [17:30<00:00,  1.62it/s]\nEpoch 0: |          | 1701/? [17:30<00:00,  1.62it/s]\nEpoch 0: |          | 1701/? [17:30<00:00,  1.62it/s]\nEpoch 0: |          | 1702/? [17:31<00:00,  1.62it/s]\nEpoch 0: |          | 1702/? [17:31<00:00,  1.62it/s]\nEpoch 0: |          | 1703/? [17:31<00:00,  1.62it/s]\nEpoch 0: |          | 1703/? [17:31<00:00,  1.62it/s]\nEpoch 0: |          | 1704/? [17:32<00:00,  1.62it/s]\nEpoch 0: |          | 1704/? [17:32<00:00,  1.62it/s]\nEpoch 0: |          | 1705/? [17:33<00:00,  1.62it/s]\nEpoch 0: |          | 1705/? [17:33<00:00,  1.62it/s]\nEpoch 0: |          | 1706/? [17:33<00:00,  1.62it/s]\nEpoch 0: |          | 1706/? [17:33<00:00,  1.62it/s]\nEpoch 0: |          | 1707/? [17:34<00:00,  1.62it/s]\nEpoch 0: |          | 1707/? [17:34<00:00,  1.62it/s]\nEpoch 0: |          | 1708/? [17:34<00:00,  1.62it/s]\nEpoch 0: |          | 1708/? [17:34<00:00,  1.62it/s]\nEpoch 0: |          | 1709/? [17:35<00:00,  1.62it/s]\nEpoch 0: |          | 1709/? [17:35<00:00,  1.62it/s]\nEpoch 0: |          | 1710/? [17:35<00:00,  1.62it/s]\nEpoch 0: |          | 1710/? [17:35<00:00,  1.62it/s]\nEpoch 0: |          | 1711/? [17:36<00:00,  1.62it/s]\nEpoch 0: |          | 1711/? [17:36<00:00,  1.62it/s]\nEpoch 0: |          | 1712/? [17:36<00:00,  1.62it/s]\nEpoch 0: |          | 1712/? [17:36<00:00,  1.62it/s]\nEpoch 0: |          | 1713/? [17:37<00:00,  1.62it/s]\nEpoch 0: |          | 1713/? [17:37<00:00,  1.62it/s]\nEpoch 0: |          | 1714/? [17:37<00:00,  1.62it/s]\nEpoch 0: |          | 1714/? [17:37<00:00,  1.62it/s]\nEpoch 0: |          | 1715/? [17:38<00:00,  1.62it/s]\nEpoch 0: |          | 1715/? [17:38<00:00,  1.62it/s]\nEpoch 0: |          | 1716/? [17:38<00:00,  1.62it/s]\nEpoch 0: |          | 1716/? [17:38<00:00,  1.62it/s]\nEpoch 0: |          | 1717/? [17:39<00:00,  1.62it/s]\nEpoch 0: |          | 1717/? [17:39<00:00,  1.62it/s]\nEpoch 0: |          | 1718/? [17:39<00:00,  1.62it/s]\nEpoch 0: |          | 1718/? [17:39<00:00,  1.62it/s]\nEpoch 0: |          | 1719/? [17:40<00:00,  1.62it/s]\nEpoch 0: |          | 1719/? [17:40<00:00,  1.62it/s]\nEpoch 0: |          | 1720/? [17:40<00:00,  1.62it/s]\nEpoch 0: |          | 1720/? [17:40<00:00,  1.62it/s]\nEpoch 0: |          | 1721/? [17:41<00:00,  1.62it/s]\nEpoch 0: |          | 1721/? [17:41<00:00,  1.62it/s]\nEpoch 0: |          | 1722/? [17:41<00:00,  1.62it/s]\nEpoch 0: |          | 1722/? [17:41<00:00,  1.62it/s]\nEpoch 0: |          | 1723/? [17:42<00:00,  1.62it/s]\nEpoch 0: |          | 1723/? [17:42<00:00,  1.62it/s]\nEpoch 0: |          | 1724/? [17:42<00:00,  1.62it/s]\nEpoch 0: |          | 1724/? [17:42<00:00,  1.62it/s]\nEpoch 0: |          | 1725/? [17:43<00:00,  1.62it/s]\nEpoch 0: |          | 1725/? [17:43<00:00,  1.62it/s]\nEpoch 0: |          | 1726/? [17:43<00:00,  1.62it/s]\nEpoch 0: |          | 1726/? [17:43<00:00,  1.62it/s]\nEpoch 0: |          | 1727/? [17:44<00:00,  1.62it/s]\nEpoch 0: |          | 1727/? [17:44<00:00,  1.62it/s]\nEpoch 0: |          | 1728/? [17:44<00:00,  1.62it/s]\nEpoch 0: |          | 1728/? [17:44<00:00,  1.62it/s]\nEpoch 0: |          | 1729/? [17:45<00:00,  1.62it/s]\nEpoch 0: |          | 1729/? [17:45<00:00,  1.62it/s]\nEpoch 0: |          | 1730/? [17:45<00:00,  1.62it/s]\nEpoch 0: |          | 1730/? [17:45<00:00,  1.62it/s]\nEpoch 0: |          | 1731/? [17:46<00:00,  1.62it/s]\nEpoch 0: |          | 1731/? [17:46<00:00,  1.62it/s]\nEpoch 0: |          | 1732/? [17:46<00:00,  1.62it/s]\nEpoch 0: |          | 1732/? [17:46<00:00,  1.62it/s]\nEpoch 0: |          | 1733/? [17:47<00:00,  1.62it/s]\nEpoch 0: |          | 1733/? [17:47<00:00,  1.62it/s]\nEpoch 0: |          | 1734/? [17:47<00:00,  1.62it/s]\nEpoch 0: |          | 1734/? [17:47<00:00,  1.62it/s]\nEpoch 0: |          | 1735/? [17:48<00:00,  1.62it/s]\nEpoch 0: |          | 1735/? [17:48<00:00,  1.62it/s]\nEpoch 0: |          | 1736/? [17:48<00:00,  1.62it/s]\nEpoch 0: |          | 1736/? [17:48<00:00,  1.62it/s]\nEpoch 0: |          | 1737/? [17:49<00:00,  1.62it/s]\nEpoch 0: |          | 1737/? [17:49<00:00,  1.62it/s]\nEpoch 0: |          | 1738/? [17:49<00:00,  1.62it/s]\nEpoch 0: |          | 1738/? [17:49<00:00,  1.62it/s]\nEpoch 0: |          | 1739/? [17:50<00:00,  1.62it/s]\nEpoch 0: |          | 1739/? [17:50<00:00,  1.62it/s]\nEpoch 0: |          | 1740/? [17:50<00:00,  1.62it/s]\nEpoch 0: |          | 1740/? [17:50<00:00,  1.62it/s]\nEpoch 0: |          | 1741/? [17:51<00:00,  1.62it/s]\nEpoch 0: |          | 1741/? [17:51<00:00,  1.62it/s]\nEpoch 0: |          | 1742/? [17:51<00:00,  1.63it/s]\nEpoch 0: |          | 1742/? [17:51<00:00,  1.63it/s]\nEpoch 0: |          | 1743/? [17:52<00:00,  1.63it/s]\nEpoch 0: |          | 1743/? [17:52<00:00,  1.63it/s]\nEpoch 0: |          | 1744/? [17:52<00:00,  1.63it/s]\nEpoch 0: |          | 1744/? [17:52<00:00,  1.63it/s]\nEpoch 0: |          | 1745/? [17:53<00:00,  1.63it/s]\nEpoch 0: |          | 1745/? [17:53<00:00,  1.63it/s]\nEpoch 0: |          | 1746/? [17:53<00:00,  1.63it/s]\nEpoch 0: |          | 1746/? [17:53<00:00,  1.63it/s]\nEpoch 0: |          | 1747/? [17:54<00:00,  1.63it/s]\nEpoch 0: |          | 1747/? [17:54<00:00,  1.63it/s]\nEpoch 0: |          | 1748/? [17:54<00:00,  1.63it/s]\nEpoch 0: |          | 1748/? [17:54<00:00,  1.63it/s]\nEpoch 0: |          | 1749/? [17:55<00:00,  1.63it/s]\nEpoch 0: |          | 1749/? [17:55<00:00,  1.63it/s]\nEpoch 0: |          | 1750/? [17:55<00:00,  1.63it/s]\nEpoch 0: |          | 1750/? [17:55<00:00,  1.63it/s]\nEpoch 0: |          | 1751/? [17:56<00:00,  1.63it/s]\nEpoch 0: |          | 1751/? [17:56<00:00,  1.63it/s]\nEpoch 0: |          | 1752/? [17:56<00:00,  1.63it/s]\nEpoch 0: |          | 1752/? [17:56<00:00,  1.63it/s]\nEpoch 0: |          | 1753/? [17:57<00:00,  1.63it/s]\nEpoch 0: |          | 1753/? [17:57<00:00,  1.63it/s]\nEpoch 0: |          | 1754/? [17:57<00:00,  1.63it/s]\nEpoch 0: |          | 1754/? [17:57<00:00,  1.63it/s]\nEpoch 0: |          | 1755/? [17:58<00:00,  1.63it/s]\nEpoch 0: |          | 1755/? [17:58<00:00,  1.63it/s]\nEpoch 0: |          | 1756/? [17:58<00:00,  1.63it/s]\nEpoch 0: |          | 1756/? [17:58<00:00,  1.63it/s]\nEpoch 0: |          | 1757/? [17:59<00:00,  1.63it/s]\nEpoch 0: |          | 1757/? [17:59<00:00,  1.63it/s]\nEpoch 0: |          | 1758/? [17:59<00:00,  1.63it/s]\nEpoch 0: |          | 1758/? [17:59<00:00,  1.63it/s]\nEpoch 0: |          | 1759/? [18:00<00:00,  1.63it/s]\nEpoch 0: |          | 1759/? [18:00<00:00,  1.63it/s]\nEpoch 0: |          | 1760/? [18:00<00:00,  1.63it/s]\nEpoch 0: |          | 1760/? [18:00<00:00,  1.63it/s]\nEpoch 0: |          | 1761/? [18:01<00:00,  1.63it/s]\nEpoch 0: |          | 1761/? [18:01<00:00,  1.63it/s]\nEpoch 0: |          | 1762/? [18:01<00:00,  1.63it/s]\nEpoch 0: |          | 1762/? [18:01<00:00,  1.63it/s]\nEpoch 0: |          | 1763/? [18:02<00:00,  1.63it/s]\nEpoch 0: |          | 1763/? [18:02<00:00,  1.63it/s]\nEpoch 0: |          | 1764/? [18:02<00:00,  1.63it/s]\nEpoch 0: |          | 1764/? [18:02<00:00,  1.63it/s]\nEpoch 0: |          | 1765/? [18:03<00:00,  1.63it/s]\nEpoch 0: |          | 1765/? [18:03<00:00,  1.63it/s]\nEpoch 0: |          | 1766/? [18:03<00:00,  1.63it/s]\nEpoch 0: |          | 1766/? [18:03<00:00,  1.63it/s]\nEpoch 0: |          | 1767/? [18:04<00:00,  1.63it/s]\nEpoch 0: |          | 1767/? [18:04<00:00,  1.63it/s]\nEpoch 0: |          | 1768/? [18:04<00:00,  1.63it/s]\nEpoch 0: |          | 1768/? [18:04<00:00,  1.63it/s]\nEpoch 0: |          | 1769/? [18:05<00:00,  1.63it/s]\nEpoch 0: |          | 1769/? [18:05<00:00,  1.63it/s]\nEpoch 0: |          | 1770/? [18:05<00:00,  1.63it/s]\nEpoch 0: |          | 1770/? [18:05<00:00,  1.63it/s]\nEpoch 0: |          | 1771/? [18:06<00:00,  1.63it/s]\nEpoch 0: |          | 1771/? [18:06<00:00,  1.63it/s]\nEpoch 0: |          | 1772/? [18:06<00:00,  1.63it/s]\nEpoch 0: |          | 1772/? [18:06<00:00,  1.63it/s]\nEpoch 0: |          | 1773/? [18:07<00:00,  1.63it/s]\nEpoch 0: |          | 1773/? [18:07<00:00,  1.63it/s]\nEpoch 0: |          | 1774/? [18:07<00:00,  1.63it/s]\nEpoch 0: |          | 1774/? [18:07<00:00,  1.63it/s]\nEpoch 0: |          | 1775/? [18:08<00:00,  1.63it/s]\nEpoch 0: |          | 1775/? [18:08<00:00,  1.63it/s]\nEpoch 0: |          | 1776/? [18:08<00:00,  1.63it/s]\nEpoch 0: |          | 1776/? [18:08<00:00,  1.63it/s]\nEpoch 0: |          | 1777/? [18:09<00:00,  1.63it/s]\nEpoch 0: |          | 1777/? [18:09<00:00,  1.63it/s]\nEpoch 0: |          | 1778/? [18:09<00:00,  1.63it/s]\nEpoch 0: |          | 1778/? [18:09<00:00,  1.63it/s]\nEpoch 0: |          | 1779/? [18:10<00:00,  1.63it/s]\nEpoch 0: |          | 1779/? [18:10<00:00,  1.63it/s]\nEpoch 0: |          | 1780/? [18:10<00:00,  1.63it/s]\nEpoch 0: |          | 1780/? [18:10<00:00,  1.63it/s]\nEpoch 0: |          | 1781/? [18:11<00:00,  1.63it/s]\nEpoch 0: |          | 1781/? [18:11<00:00,  1.63it/s]\nEpoch 0: |          | 1782/? [18:11<00:00,  1.63it/s]\nEpoch 0: |          | 1782/? [18:11<00:00,  1.63it/s]\nEpoch 0: |          | 1783/? [18:12<00:00,  1.63it/s]\nEpoch 0: |          | 1783/? [18:12<00:00,  1.63it/s]\nEpoch 0: |          | 1784/? [18:12<00:00,  1.63it/s]\nEpoch 0: |          | 1784/? [18:12<00:00,  1.63it/s]\nEpoch 0: |          | 1785/? [18:13<00:00,  1.63it/s]\nEpoch 0: |          | 1785/? [18:13<00:00,  1.63it/s]\nEpoch 0: |          | 1786/? [18:13<00:00,  1.63it/s]\nEpoch 0: |          | 1786/? [18:13<00:00,  1.63it/s]\nEpoch 0: |          | 1787/? [18:14<00:00,  1.63it/s]\nEpoch 0: |          | 1787/? [18:14<00:00,  1.63it/s]\nEpoch 0: |          | 1788/? [18:14<00:00,  1.63it/s]\nEpoch 0: |          | 1788/? [18:14<00:00,  1.63it/s]\nEpoch 0: |          | 1789/? [18:14<00:00,  1.63it/s]\nEpoch 0: |          | 1789/? [18:15<00:00,  1.63it/s]\nEpoch 0: |          | 1790/? [18:15<00:00,  1.63it/s]\nEpoch 0: |          | 1790/? [18:15<00:00,  1.63it/s]\nEpoch 0: |          | 1791/? [18:15<00:00,  1.63it/s]\nEpoch 0: |          | 1791/? [18:15<00:00,  1.63it/s]\nEpoch 0: |          | 1792/? [18:16<00:00,  1.63it/s]\nEpoch 0: |          | 1792/? [18:16<00:00,  1.63it/s]\nEpoch 0: |          | 1793/? [18:16<00:00,  1.63it/s]\nEpoch 0: |          | 1793/? [18:16<00:00,  1.63it/s]\nEpoch 0: |          | 1794/? [18:17<00:00,  1.63it/s]\nEpoch 0: |          | 1794/? [18:17<00:00,  1.63it/s]\nEpoch 0: |          | 1795/? [18:17<00:00,  1.64it/s]\nEpoch 0: |          | 1795/? [18:17<00:00,  1.64it/s]\nEpoch 0: |          | 1796/? [18:18<00:00,  1.64it/s]\nEpoch 0: |          | 1796/? [18:18<00:00,  1.64it/s]\nEpoch 0: |          | 1797/? [18:18<00:00,  1.64it/s]\nEpoch 0: |          | 1797/? [18:18<00:00,  1.64it/s]\nEpoch 0: |          | 1798/? [18:19<00:00,  1.64it/s]\nEpoch 0: |          | 1798/? [18:19<00:00,  1.64it/s]\nEpoch 0: |          | 1799/? [18:19<00:00,  1.64it/s]\nEpoch 0: |          | 1799/? [18:19<00:00,  1.64it/s]\nEpoch 0: |          | 1800/? [18:20<00:00,  1.64it/s]\nEpoch 0: |          | 1800/? [18:20<00:00,  1.64it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:01,  2.34it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  2.21it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:01<00:00,  2.25it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  2.22it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 1800/? [18:21<00:00,  1.63it/s]\nEpoch 0: |          | 1801/? [18:22<00:00,  1.63it/s]\nEpoch 0: |          | 1801/? [18:22<00:00,  1.63it/s]\nEpoch 0: |          | 1802/? [18:22<00:00,  1.63it/s]\nEpoch 0: |          | 1802/? [18:22<00:00,  1.63it/s]\nEpoch 0: |          | 1803/? [18:23<00:00,  1.63it/s]\nEpoch 0: |          | 1803/? [18:23<00:00,  1.63it/s]\nEpoch 0: |          | 1804/? [18:23<00:00,  1.63it/s]\nEpoch 0: |          | 1804/? [18:23<00:00,  1.63it/s]\nEpoch 0: |          | 1805/? [18:24<00:00,  1.63it/s]\nEpoch 0: |          | 1805/? [18:24<00:00,  1.63it/s]\nEpoch 0: |          | 1806/? [18:24<00:00,  1.63it/s]\nEpoch 0: |          | 1806/? [18:24<00:00,  1.63it/s]\nEpoch 0: |          | 1807/? [18:25<00:00,  1.63it/s]\nEpoch 0: |          | 1807/? [18:25<00:00,  1.63it/s]\nEpoch 0: |          | 1808/? [18:25<00:00,  1.64it/s]\nEpoch 0: |          | 1808/? [18:25<00:00,  1.64it/s]\nEpoch 0: |          | 1809/? [18:26<00:00,  1.64it/s]\nEpoch 0: |          | 1809/? [18:26<00:00,  1.64it/s]\nEpoch 0: |          | 1810/? [18:26<00:00,  1.64it/s]\nEpoch 0: |          | 1810/? [18:26<00:00,  1.64it/s]\nEpoch 0: |          | 1811/? [18:27<00:00,  1.64it/s]\nEpoch 0: |          | 1811/? [18:27<00:00,  1.64it/s]\nEpoch 0: |          | 1812/? [18:27<00:00,  1.64it/s]\nEpoch 0: |          | 1812/? [18:27<00:00,  1.64it/s]\nEpoch 0: |          | 1813/? [18:28<00:00,  1.64it/s]\nEpoch 0: |          | 1813/? [18:28<00:00,  1.64it/s]\nEpoch 0: |          | 1814/? [18:28<00:00,  1.64it/s]\nEpoch 0: |          | 1814/? [18:28<00:00,  1.64it/s]\nEpoch 0: |          | 1815/? [18:29<00:00,  1.64it/s]\nEpoch 0: |          | 1815/? [18:29<00:00,  1.64it/s]\nEpoch 0: |          | 1816/? [18:29<00:00,  1.64it/s]\nEpoch 0: |          | 1816/? [18:29<00:00,  1.64it/s]\nEpoch 0: |          | 1817/? [18:29<00:00,  1.64it/s]\nEpoch 0: |          | 1817/? [18:29<00:00,  1.64it/s]\nEpoch 0: |          | 1818/? [18:30<00:00,  1.64it/s]\nEpoch 0: |          | 1818/? [18:30<00:00,  1.64it/s]\nEpoch 0: |          | 1819/? [18:30<00:00,  1.64it/s]\nEpoch 0: |          | 1819/? [18:30<00:00,  1.64it/s]\nEpoch 0: |          | 1820/? [18:31<00:00,  1.64it/s]\nEpoch 0: |          | 1820/? [18:31<00:00,  1.64it/s]\nEpoch 0: |          | 1821/? [18:31<00:00,  1.64it/s]\nEpoch 0: |          | 1821/? [18:31<00:00,  1.64it/s]\nEpoch 0: |          | 1822/? [18:32<00:00,  1.64it/s]\nEpoch 0: |          | 1822/? [18:32<00:00,  1.64it/s]\nEpoch 0: |          | 1823/? [18:32<00:00,  1.64it/s]\nEpoch 0: |          | 1823/? [18:32<00:00,  1.64it/s]\nEpoch 0: |          | 1824/? [18:33<00:00,  1.64it/s]\nEpoch 0: |          | 1824/? [18:33<00:00,  1.64it/s]\nEpoch 0: |          | 1825/? [18:33<00:00,  1.64it/s]\nEpoch 0: |          | 1825/? [18:33<00:00,  1.64it/s]\nEpoch 0: |          | 1826/? [18:34<00:00,  1.64it/s]\nEpoch 0: |          | 1826/? [18:34<00:00,  1.64it/s]\nEpoch 0: |          | 1827/? [18:34<00:00,  1.64it/s]\nEpoch 0: |          | 1827/? [18:34<00:00,  1.64it/s]\nEpoch 0: |          | 1828/? [18:35<00:00,  1.64it/s]\nEpoch 0: |          | 1828/? [18:35<00:00,  1.64it/s]\nEpoch 0: |          | 1829/? [18:35<00:00,  1.64it/s]\nEpoch 0: |          | 1829/? [18:35<00:00,  1.64it/s]\nEpoch 0: |          | 1830/? [18:35<00:00,  1.64it/s]\nEpoch 0: |          | 1830/? [18:35<00:00,  1.64it/s]\nEpoch 0: |          | 1831/? [18:36<00:00,  1.64it/s]\nEpoch 0: |          | 1831/? [18:36<00:00,  1.64it/s]\nEpoch 0: |          | 1832/? [18:36<00:00,  1.64it/s]\nEpoch 0: |          | 1832/? [18:36<00:00,  1.64it/s]\nEpoch 0: |          | 1833/? [18:37<00:00,  1.64it/s]\nEpoch 0: |          | 1833/? [18:37<00:00,  1.64it/s]\nEpoch 0: |          | 1834/? [18:37<00:00,  1.64it/s]\nEpoch 0: |          | 1834/? [18:37<00:00,  1.64it/s]\nEpoch 0: |          | 1835/? [18:38<00:00,  1.64it/s]\nEpoch 0: |          | 1835/? [18:38<00:00,  1.64it/s]\nEpoch 0: |          | 1836/? [18:38<00:00,  1.64it/s]\nEpoch 0: |          | 1836/? [18:38<00:00,  1.64it/s]\nEpoch 0: |          | 1837/? [18:39<00:00,  1.64it/s]\nEpoch 0: |          | 1837/? [18:39<00:00,  1.64it/s]\nEpoch 0: |          | 1838/? [18:39<00:00,  1.64it/s]\nEpoch 0: |          | 1838/? [18:39<00:00,  1.64it/s]\nEpoch 0: |          | 1839/? [18:40<00:00,  1.64it/s]\nEpoch 0: |          | 1839/? [18:40<00:00,  1.64it/s]\nEpoch 0: |          | 1840/? [18:40<00:00,  1.64it/s]\nEpoch 0: |          | 1840/? [18:40<00:00,  1.64it/s]\nEpoch 0: |          | 1841/? [18:40<00:00,  1.64it/s]\nEpoch 0: |          | 1841/? [18:40<00:00,  1.64it/s]\nEpoch 0: |          | 1842/? [18:41<00:00,  1.64it/s]\nEpoch 0: |          | 1842/? [18:41<00:00,  1.64it/s]\nEpoch 0: |          | 1843/? [18:41<00:00,  1.64it/s]\nEpoch 0: |          | 1843/? [18:41<00:00,  1.64it/s]\nEpoch 0: |          | 1844/? [18:42<00:00,  1.64it/s]\nEpoch 0: |          | 1844/? [18:42<00:00,  1.64it/s]\nEpoch 0: |          | 1845/? [18:42<00:00,  1.64it/s]\nEpoch 0: |          | 1845/? [18:42<00:00,  1.64it/s]\nEpoch 0: |          | 1846/? [18:43<00:00,  1.64it/s]\nEpoch 0: |          | 1846/? [18:43<00:00,  1.64it/s]\nEpoch 0: |          | 1847/? [18:43<00:00,  1.64it/s]\nEpoch 0: |          | 1847/? [18:43<00:00,  1.64it/s]\nEpoch 0: |          | 1848/? [18:43<00:00,  1.64it/s]\nEpoch 0: |          | 1848/? [18:43<00:00,  1.64it/s]\nEpoch 0: |          | 1849/? [18:44<00:00,  1.64it/s]\nEpoch 0: |          | 1849/? [18:44<00:00,  1.64it/s]\nEpoch 0: |          | 1850/? [18:44<00:00,  1.64it/s]\nEpoch 0: |          | 1850/? [18:44<00:00,  1.64it/s]\nEpoch 0: |          | 1851/? [18:45<00:00,  1.64it/s]\nEpoch 0: |          | 1851/? [18:45<00:00,  1.64it/s]\nEpoch 0: |          | 1852/? [18:45<00:00,  1.65it/s]\nEpoch 0: |          | 1852/? [18:45<00:00,  1.65it/s]\nEpoch 0: |          | 1853/? [18:46<00:00,  1.65it/s]\nEpoch 0: |          | 1853/? [18:46<00:00,  1.65it/s]\nEpoch 0: |          | 1854/? [18:46<00:00,  1.65it/s]\nEpoch 0: |          | 1854/? [18:46<00:00,  1.65it/s]\nEpoch 0: |          | 1855/? [18:47<00:00,  1.65it/s]\nEpoch 0: |          | 1855/? [18:47<00:00,  1.65it/s]\nEpoch 0: |          | 1856/? [18:47<00:00,  1.65it/s]\nEpoch 0: |          | 1856/? [18:47<00:00,  1.65it/s]\nEpoch 0: |          | 1857/? [18:47<00:00,  1.65it/s]\nEpoch 0: |          | 1857/? [18:47<00:00,  1.65it/s]\nEpoch 0: |          | 1858/? [18:48<00:00,  1.65it/s]\nEpoch 0: |          | 1858/? [18:48<00:00,  1.65it/s]\nEpoch 0: |          | 1859/? [18:48<00:00,  1.65it/s]\nEpoch 0: |          | 1859/? [18:48<00:00,  1.65it/s]\nEpoch 0: |          | 1860/? [18:49<00:00,  1.65it/s]\nEpoch 0: |          | 1860/? [18:49<00:00,  1.65it/s]\nEpoch 0: |          | 1861/? [18:49<00:00,  1.65it/s]\nEpoch 0: |          | 1861/? [18:49<00:00,  1.65it/s]\nEpoch 0: |          | 1862/? [18:50<00:00,  1.65it/s]\nEpoch 0: |          | 1862/? [18:50<00:00,  1.65it/s]\nEpoch 0: |          | 1863/? [18:50<00:00,  1.65it/s]\nEpoch 0: |          | 1863/? [18:50<00:00,  1.65it/s]\nEpoch 0: |          | 1864/? [18:50<00:00,  1.65it/s]\nEpoch 0: |          | 1864/? [18:50<00:00,  1.65it/s]\nEpoch 0: |          | 1865/? [18:51<00:00,  1.65it/s]\nEpoch 0: |          | 1865/? [18:51<00:00,  1.65it/s]\nEpoch 0: |          | 1866/? [18:51<00:00,  1.65it/s]\nEpoch 0: |          | 1866/? [18:51<00:00,  1.65it/s]\nEpoch 0: |          | 1867/? [18:52<00:00,  1.65it/s]\nEpoch 0: |          | 1867/? [18:52<00:00,  1.65it/s]\nEpoch 0: |          | 1868/? [18:52<00:00,  1.65it/s]\nEpoch 0: |          | 1868/? [18:52<00:00,  1.65it/s]\nEpoch 0: |          | 1869/? [18:53<00:00,  1.65it/s]\nEpoch 0: |          | 1869/? [18:53<00:00,  1.65it/s]\nEpoch 0: |          | 1870/? [18:53<00:00,  1.65it/s]\nEpoch 0: |          | 1870/? [18:53<00:00,  1.65it/s]\nEpoch 0: |          | 1871/? [18:54<00:00,  1.65it/s]\nEpoch 0: |          | 1871/? [18:54<00:00,  1.65it/s]\nEpoch 0: |          | 1872/? [18:54<00:00,  1.65it/s]\nEpoch 0: |          | 1872/? [18:54<00:00,  1.65it/s]\nEpoch 0: |          | 1873/? [18:54<00:00,  1.65it/s]\nEpoch 0: |          | 1873/? [18:54<00:00,  1.65it/s]\nEpoch 0: |          | 1874/? [18:55<00:00,  1.65it/s]\nEpoch 0: |          | 1874/? [18:55<00:00,  1.65it/s]\nEpoch 0: |          | 1875/? [18:55<00:00,  1.65it/s]\nEpoch 0: |          | 1875/? [18:55<00:00,  1.65it/s]\nEpoch 0: |          | 1876/? [18:56<00:00,  1.65it/s]\nEpoch 0: |          | 1876/? [18:56<00:00,  1.65it/s]\nEpoch 0: |          | 1877/? [18:56<00:00,  1.65it/s]\nEpoch 0: |          | 1877/? [18:56<00:00,  1.65it/s]\nEpoch 0: |          | 1878/? [18:57<00:00,  1.65it/s]\nEpoch 0: |          | 1878/? [18:57<00:00,  1.65it/s]\nEpoch 0: |          | 1879/? [18:57<00:00,  1.65it/s]\nEpoch 0: |          | 1879/? [18:57<00:00,  1.65it/s]\nEpoch 0: |          | 1880/? [18:58<00:00,  1.65it/s]\nEpoch 0: |          | 1880/? [18:58<00:00,  1.65it/s]\nEpoch 0: |          | 1881/? [18:58<00:00,  1.65it/s]\nEpoch 0: |          | 1881/? [18:58<00:00,  1.65it/s]\nEpoch 0: |          | 1882/? [18:58<00:00,  1.65it/s]\nEpoch 0: |          | 1882/? [18:58<00:00,  1.65it/s]\nEpoch 0: |          | 1883/? [18:59<00:00,  1.65it/s]\nEpoch 0: |          | 1883/? [18:59<00:00,  1.65it/s]\nEpoch 0: |          | 1884/? [18:59<00:00,  1.65it/s]\nEpoch 0: |          | 1884/? [18:59<00:00,  1.65it/s]\nEpoch 0: |          | 1885/? [19:00<00:00,  1.65it/s]\nEpoch 0: |          | 1885/? [19:00<00:00,  1.65it/s]\nEpoch 0: |          | 1886/? [19:00<00:00,  1.65it/s]\nEpoch 0: |          | 1886/? [19:00<00:00,  1.65it/s]\nEpoch 0: |          | 1887/? [19:01<00:00,  1.65it/s]\nEpoch 0: |          | 1887/? [19:01<00:00,  1.65it/s]\nEpoch 0: |          | 1888/? [19:01<00:00,  1.65it/s]\nEpoch 0: |          | 1888/? [19:01<00:00,  1.65it/s]\nEpoch 0: |          | 1889/? [19:02<00:00,  1.65it/s]\nEpoch 0: |          | 1889/? [19:02<00:00,  1.65it/s]\nEpoch 0: |          | 1890/? [19:02<00:00,  1.65it/s]\nEpoch 0: |          | 1890/? [19:02<00:00,  1.65it/s]\nEpoch 0: |          | 1891/? [19:03<00:00,  1.65it/s]\nEpoch 0: |          | 1891/? [19:03<00:00,  1.65it/s]\nEpoch 0: |          | 1892/? [19:03<00:00,  1.65it/s]\nEpoch 0: |          | 1892/? [19:03<00:00,  1.65it/s]\nEpoch 0: |          | 1893/? [19:03<00:00,  1.65it/s]\nEpoch 0: |          | 1893/? [19:03<00:00,  1.65it/s]\nEpoch 0: |          | 1894/? [19:04<00:00,  1.66it/s]\nEpoch 0: |          | 1894/? [19:04<00:00,  1.66it/s]\nEpoch 0: |          | 1895/? [19:04<00:00,  1.66it/s]\nEpoch 0: |          | 1895/? [19:04<00:00,  1.66it/s]\nEpoch 0: |          | 1896/? [19:05<00:00,  1.66it/s]\nEpoch 0: |          | 1896/? [19:05<00:00,  1.66it/s]\nEpoch 0: |          | 1897/? [19:05<00:00,  1.66it/s]\nEpoch 0: |          | 1897/? [19:05<00:00,  1.66it/s]\nEpoch 0: |          | 1898/? [19:06<00:00,  1.66it/s]\nEpoch 0: |          | 1898/? [19:06<00:00,  1.66it/s]\nEpoch 0: |          | 1899/? [19:06<00:00,  1.66it/s]\nEpoch 0: |          | 1899/? [19:06<00:00,  1.66it/s]\nEpoch 0: |          | 1900/? [19:07<00:00,  1.66it/s]\nEpoch 0: |          | 1900/? [19:07<00:00,  1.66it/s]\nEpoch 0: |          | 1901/? [19:07<00:00,  1.66it/s]\nEpoch 0: |          | 1901/? [19:07<00:00,  1.66it/s]\nEpoch 0: |          | 1902/? [19:07<00:00,  1.66it/s]\nEpoch 0: |          | 1902/? [19:07<00:00,  1.66it/s]\nEpoch 0: |          | 1903/? [19:08<00:00,  1.66it/s]\nEpoch 0: |          | 1903/? [19:08<00:00,  1.66it/s]\nEpoch 0: |          | 1904/? [19:08<00:00,  1.66it/s]\nEpoch 0: |          | 1904/? [19:08<00:00,  1.66it/s]\nEpoch 0: |          | 1905/? [19:09<00:00,  1.66it/s]\nEpoch 0: |          | 1905/? [19:09<00:00,  1.66it/s]\nEpoch 0: |          | 1906/? [19:09<00:00,  1.66it/s]\nEpoch 0: |          | 1906/? [19:09<00:00,  1.66it/s]\nEpoch 0: |          | 1907/? [19:10<00:00,  1.66it/s]\nEpoch 0: |          | 1907/? [19:10<00:00,  1.66it/s]\nEpoch 0: |          | 1908/? [19:10<00:00,  1.66it/s]\nEpoch 0: |          | 1908/? [19:10<00:00,  1.66it/s]\nEpoch 0: |          | 1909/? [19:10<00:00,  1.66it/s]\nEpoch 0: |          | 1909/? [19:10<00:00,  1.66it/s]\nEpoch 0: |          | 1910/? [19:11<00:00,  1.66it/s]\nEpoch 0: |          | 1910/? [19:11<00:00,  1.66it/s]\nEpoch 0: |          | 1911/? [19:11<00:00,  1.66it/s]\nEpoch 0: |          | 1911/? [19:11<00:00,  1.66it/s]\nEpoch 0: |          | 1912/? [19:12<00:00,  1.66it/s]\nEpoch 0: |          | 1912/? [19:12<00:00,  1.66it/s]\nEpoch 0: |          | 1913/? [19:12<00:00,  1.66it/s]\nEpoch 0: |          | 1913/? [19:12<00:00,  1.66it/s]\nEpoch 0: |          | 1914/? [19:13<00:00,  1.66it/s]\nEpoch 0: |          | 1914/? [19:13<00:00,  1.66it/s]\nEpoch 0: |          | 1915/? [19:13<00:00,  1.66it/s]\nEpoch 0: |          | 1915/? [19:13<00:00,  1.66it/s]\nEpoch 0: |          | 1916/? [19:13<00:00,  1.66it/s]\nEpoch 0: |          | 1916/? [19:13<00:00,  1.66it/s]\nEpoch 0: |          | 1917/? [19:14<00:00,  1.66it/s]\nEpoch 0: |          | 1917/? [19:14<00:00,  1.66it/s]\nEpoch 0: |          | 1918/? [19:14<00:00,  1.66it/s]\nEpoch 0: |          | 1918/? [19:14<00:00,  1.66it/s]\nEpoch 0: |          | 1919/? [19:15<00:00,  1.66it/s]\nEpoch 0: |          | 1919/? [19:15<00:00,  1.66it/s]\nEpoch 0: |          | 1920/? [19:15<00:00,  1.66it/s]\nEpoch 0: |          | 1920/? [19:15<00:00,  1.66it/s]\nEpoch 0: |          | 1921/? [19:16<00:00,  1.66it/s]\nEpoch 0: |          | 1921/? [19:16<00:00,  1.66it/s]\nEpoch 0: |          | 1922/? [19:16<00:00,  1.66it/s]\nEpoch 0: |          | 1922/? [19:16<00:00,  1.66it/s]\nEpoch 0: |          | 1923/? [19:16<00:00,  1.66it/s]\nEpoch 0: |          | 1923/? [19:16<00:00,  1.66it/s]\nEpoch 0: |          | 1924/? [19:17<00:00,  1.66it/s]\nEpoch 0: |          | 1924/? [19:17<00:00,  1.66it/s]\nEpoch 0: |          | 1925/? [19:17<00:00,  1.66it/s]\nEpoch 0: |          | 1925/? [19:17<00:00,  1.66it/s]\nEpoch 0: |          | 1926/? [19:18<00:00,  1.66it/s]\nEpoch 0: |          | 1926/? [19:18<00:00,  1.66it/s]\nEpoch 0: |          | 1927/? [19:18<00:00,  1.66it/s]\nEpoch 0: |          | 1927/? [19:18<00:00,  1.66it/s]\nEpoch 0: |          | 1928/? [19:19<00:00,  1.66it/s]\nEpoch 0: |          | 1928/? [19:19<00:00,  1.66it/s]\nEpoch 0: |          | 1929/? [19:19<00:00,  1.66it/s]\nEpoch 0: |          | 1929/? [19:19<00:00,  1.66it/s]\nEpoch 0: |          | 1930/? [19:19<00:00,  1.66it/s]\nEpoch 0: |          | 1930/? [19:19<00:00,  1.66it/s]\nEpoch 0: |          | 1931/? [19:20<00:00,  1.66it/s]\nEpoch 0: |          | 1931/? [19:20<00:00,  1.66it/s]\nEpoch 0: |          | 1932/? [19:20<00:00,  1.66it/s]\nEpoch 0: |          | 1932/? [19:20<00:00,  1.66it/s]\nEpoch 0: |          | 1933/? [19:21<00:00,  1.66it/s]\nEpoch 0: |          | 1933/? [19:21<00:00,  1.66it/s]\nEpoch 0: |          | 1934/? [19:21<00:00,  1.66it/s]\nEpoch 0: |          | 1934/? [19:21<00:00,  1.66it/s]\nEpoch 0: |          | 1935/? [19:22<00:00,  1.67it/s]\nEpoch 0: |          | 1935/? [19:22<00:00,  1.67it/s]\nEpoch 0: |          | 1936/? [19:22<00:00,  1.67it/s]\nEpoch 0: |          | 1936/? [19:22<00:00,  1.67it/s]\nEpoch 0: |          | 1937/? [19:22<00:00,  1.67it/s]\nEpoch 0: |          | 1937/? [19:22<00:00,  1.67it/s]\nEpoch 0: |          | 1938/? [19:23<00:00,  1.67it/s]\nEpoch 0: |          | 1938/? [19:23<00:00,  1.67it/s]\nEpoch 0: |          | 1939/? [19:23<00:00,  1.67it/s]\nEpoch 0: |          | 1939/? [19:23<00:00,  1.67it/s]\nEpoch 0: |          | 1940/? [19:24<00:00,  1.67it/s]\nEpoch 0: |          | 1940/? [19:24<00:00,  1.67it/s]\nEpoch 0: |          | 1941/? [19:24<00:00,  1.67it/s]\nEpoch 0: |          | 1941/? [19:24<00:00,  1.67it/s]\nEpoch 0: |          | 1942/? [19:25<00:00,  1.67it/s]\nEpoch 0: |          | 1942/? [19:25<00:00,  1.67it/s]\nEpoch 0: |          | 1943/? [19:25<00:00,  1.67it/s]\nEpoch 0: |          | 1943/? [19:25<00:00,  1.67it/s]\nEpoch 0: |          | 1944/? [19:25<00:00,  1.67it/s]\nEpoch 0: |          | 1944/? [19:25<00:00,  1.67it/s]\nEpoch 0: |          | 1945/? [19:26<00:00,  1.67it/s]\nEpoch 0: |          | 1945/? [19:26<00:00,  1.67it/s]\nEpoch 0: |          | 1946/? [19:26<00:00,  1.67it/s]\nEpoch 0: |          | 1946/? [19:26<00:00,  1.67it/s]\nEpoch 0: |          | 1947/? [19:27<00:00,  1.67it/s]\nEpoch 0: |          | 1947/? [19:27<00:00,  1.67it/s]\nEpoch 0: |          | 1948/? [19:27<00:00,  1.67it/s]\nEpoch 0: |          | 1948/? [19:27<00:00,  1.67it/s]\nEpoch 0: |          | 1949/? [19:28<00:00,  1.67it/s]\nEpoch 0: |          | 1949/? [19:28<00:00,  1.67it/s]\nEpoch 0: |          | 1950/? [19:28<00:00,  1.67it/s]\nEpoch 0: |          | 1950/? [19:28<00:00,  1.67it/s]\nEpoch 0: |          | 1951/? [19:28<00:00,  1.67it/s]\nEpoch 0: |          | 1951/? [19:28<00:00,  1.67it/s]\nEpoch 0: |          | 1952/? [19:29<00:00,  1.67it/s]\nEpoch 0: |          | 1952/? [19:29<00:00,  1.67it/s]\nEpoch 0: |          | 1953/? [19:29<00:00,  1.67it/s]\nEpoch 0: |          | 1953/? [19:29<00:00,  1.67it/s]\nEpoch 0: |          | 1954/? [19:30<00:00,  1.67it/s]\nEpoch 0: |          | 1954/? [19:30<00:00,  1.67it/s]\nEpoch 0: |          | 1955/? [19:30<00:00,  1.67it/s]\nEpoch 0: |          | 1955/? [19:30<00:00,  1.67it/s]\nEpoch 0: |          | 1956/? [19:30<00:00,  1.67it/s]\nEpoch 0: |          | 1956/? [19:30<00:00,  1.67it/s]\nEpoch 0: |          | 1957/? [19:31<00:00,  1.67it/s]\nEpoch 0: |          | 1957/? [19:31<00:00,  1.67it/s]\nEpoch 0: |          | 1958/? [19:31<00:00,  1.67it/s]\nEpoch 0: |          | 1958/? [19:31<00:00,  1.67it/s]\nEpoch 0: |          | 1959/? [19:32<00:00,  1.67it/s]\nEpoch 0: |          | 1959/? [19:32<00:00,  1.67it/s]\nEpoch 0: |          | 1960/? [19:32<00:00,  1.67it/s]\nEpoch 0: |          | 1960/? [19:32<00:00,  1.67it/s]\nEpoch 0: |          | 1961/? [19:33<00:00,  1.67it/s]\nEpoch 0: |          | 1961/? [19:33<00:00,  1.67it/s]\nEpoch 0: |          | 1962/? [19:33<00:00,  1.67it/s]\nEpoch 0: |          | 1962/? [19:33<00:00,  1.67it/s]\nEpoch 0: |          | 1963/? [19:33<00:00,  1.67it/s]\nEpoch 0: |          | 1963/? [19:33<00:00,  1.67it/s]\nEpoch 0: |          | 1964/? [19:34<00:00,  1.67it/s]\nEpoch 0: |          | 1964/? [19:34<00:00,  1.67it/s]\nEpoch 0: |          | 1965/? [19:34<00:00,  1.67it/s]\nEpoch 0: |          | 1965/? [19:34<00:00,  1.67it/s]\nEpoch 0: |          | 1966/? [19:35<00:00,  1.67it/s]\nEpoch 0: |          | 1966/? [19:35<00:00,  1.67it/s]\nEpoch 0: |          | 1967/? [19:35<00:00,  1.67it/s]\nEpoch 0: |          | 1967/? [19:35<00:00,  1.67it/s]\nEpoch 0: |          | 1968/? [19:36<00:00,  1.67it/s]\nEpoch 0: |          | 1968/? [19:36<00:00,  1.67it/s]\nEpoch 0: |          | 1969/? [19:36<00:00,  1.67it/s]\nEpoch 0: |          | 1969/? [19:36<00:00,  1.67it/s]\nEpoch 0: |          | 1970/? [19:36<00:00,  1.67it/s]\nEpoch 0: |          | 1970/? [19:36<00:00,  1.67it/s]\nEpoch 0: |          | 1971/? [19:37<00:00,  1.67it/s]\nEpoch 0: |          | 1971/? [19:37<00:00,  1.67it/s]\nEpoch 0: |          | 1972/? [19:37<00:00,  1.67it/s]\nEpoch 0: |          | 1972/? [19:37<00:00,  1.67it/s]\nEpoch 0: |          | 1973/? [19:38<00:00,  1.67it/s]\nEpoch 0: |          | 1973/? [19:38<00:00,  1.67it/s]\nEpoch 0: |          | 1974/? [19:38<00:00,  1.67it/s]\nEpoch 0: |          | 1974/? [19:38<00:00,  1.67it/s]\nEpoch 0: |          | 1975/? [19:39<00:00,  1.68it/s]\nEpoch 0: |          | 1975/? [19:39<00:00,  1.68it/s]\nEpoch 0: |          | 1976/? [19:39<00:00,  1.68it/s]\nEpoch 0: |          | 1976/? [19:39<00:00,  1.68it/s]\nEpoch 0: |          | 1977/? [19:39<00:00,  1.68it/s]\nEpoch 0: |          | 1977/? [19:39<00:00,  1.68it/s]\nEpoch 0: |          | 1978/? [19:40<00:00,  1.68it/s]\nEpoch 0: |          | 1978/? [19:40<00:00,  1.68it/s]\nEpoch 0: |          | 1979/? [19:40<00:00,  1.68it/s]\nEpoch 0: |          | 1979/? [19:40<00:00,  1.68it/s]\nEpoch 0: |          | 1980/? [19:41<00:00,  1.68it/s]\nEpoch 0: |          | 1980/? [19:41<00:00,  1.68it/s]\nEpoch 0: |          | 1981/? [19:41<00:00,  1.68it/s]\nEpoch 0: |          | 1981/? [19:41<00:00,  1.68it/s]\nEpoch 0: |          | 1982/? [19:41<00:00,  1.68it/s]\nEpoch 0: |          | 1982/? [19:41<00:00,  1.68it/s]\nEpoch 0: |          | 1983/? [19:42<00:00,  1.68it/s]\nEpoch 0: |          | 1983/? [19:42<00:00,  1.68it/s]\nEpoch 0: |          | 1984/? [19:42<00:00,  1.68it/s]\nEpoch 0: |          | 1984/? [19:42<00:00,  1.68it/s]\nEpoch 0: |          | 1985/? [19:43<00:00,  1.68it/s]\nEpoch 0: |          | 1985/? [19:43<00:00,  1.68it/s]\nEpoch 0: |          | 1986/? [19:43<00:00,  1.68it/s]\nEpoch 0: |          | 1986/? [19:43<00:00,  1.68it/s]\nEpoch 0: |          | 1987/? [19:44<00:00,  1.68it/s]\nEpoch 0: |          | 1987/? [19:44<00:00,  1.68it/s]\nEpoch 0: |          | 1988/? [19:44<00:00,  1.68it/s]\nEpoch 0: |          | 1988/? [19:44<00:00,  1.68it/s]\nEpoch 0: |          | 1989/? [19:44<00:00,  1.68it/s]\nEpoch 0: |          | 1989/? [19:44<00:00,  1.68it/s]\nEpoch 0: |          | 1990/? [19:45<00:00,  1.68it/s]\nEpoch 0: |          | 1990/? [19:45<00:00,  1.68it/s]\nEpoch 0: |          | 1991/? [19:45<00:00,  1.68it/s]\nEpoch 0: |          | 1991/? [19:45<00:00,  1.68it/s]\nEpoch 0: |          | 1992/? [19:46<00:00,  1.68it/s]\nEpoch 0: |          | 1992/? [19:46<00:00,  1.68it/s]\nEpoch 0: |          | 1993/? [19:46<00:00,  1.68it/s]\nEpoch 0: |          | 1993/? [19:46<00:00,  1.68it/s]\nEpoch 0: |          | 1994/? [19:47<00:00,  1.68it/s]\nEpoch 0: |          | 1994/? [19:47<00:00,  1.68it/s]\nEpoch 0: |          | 1995/? [19:47<00:00,  1.68it/s]\nEpoch 0: |          | 1995/? [19:47<00:00,  1.68it/s]\nEpoch 0: |          | 1996/? [19:47<00:00,  1.68it/s]\nEpoch 0: |          | 1996/? [19:47<00:00,  1.68it/s]\nEpoch 0: |          | 1997/? [19:48<00:00,  1.68it/s]\nEpoch 0: |          | 1997/? [19:48<00:00,  1.68it/s]\nEpoch 0: |          | 1998/? [19:48<00:00,  1.68it/s]\nEpoch 0: |          | 1998/? [19:48<00:00,  1.68it/s]\nEpoch 0: |          | 1999/? [19:49<00:00,  1.68it/s]\nEpoch 0: |          | 1999/? [19:49<00:00,  1.68it/s]\nEpoch 0: |          | 2000/? [19:49<00:00,  1.68it/s]\nEpoch 0: |          | 2000/? [19:49<00:00,  1.68it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  3.15it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  2.92it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:01<00:00,  2.99it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  2.93it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 2000/? [19:51<00:00,  1.68it/s]\nEpoch 0: |          | 2001/? [19:51<00:00,  1.68it/s]\nEpoch 0: |          | 2001/? [19:51<00:00,  1.68it/s]\nEpoch 0: |          | 2002/? [19:51<00:00,  1.68it/s]\nEpoch 0: |          | 2002/? [19:51<00:00,  1.68it/s]\nEpoch 0: |          | 2003/? [19:52<00:00,  1.68it/s]\nEpoch 0: |          | 2003/? [19:52<00:00,  1.68it/s]\nEpoch 0: |          | 2004/? [19:52<00:00,  1.68it/s]\nEpoch 0: |          | 2004/? [19:52<00:00,  1.68it/s]\nEpoch 0: |          | 2005/? [19:53<00:00,  1.68it/s]\nEpoch 0: |          | 2005/? [19:53<00:00,  1.68it/s]\nEpoch 0: |          | 2006/? [19:53<00:00,  1.68it/s]\nEpoch 0: |          | 2006/? [19:53<00:00,  1.68it/s]\nEpoch 0: |          | 2007/? [19:54<00:00,  1.68it/s]\nEpoch 0: |          | 2007/? [19:54<00:00,  1.68it/s]\nEpoch 0: |          | 2008/? [19:54<00:00,  1.68it/s]\nEpoch 0: |          | 2008/? [19:54<00:00,  1.68it/s]\nEpoch 0: |          | 2009/? [19:55<00:00,  1.68it/s]\nEpoch 0: |          | 2009/? [19:55<00:00,  1.68it/s]\nEpoch 0: |          | 2010/? [19:55<00:00,  1.68it/s]\nEpoch 0: |          | 2010/? [19:55<00:00,  1.68it/s]\nEpoch 0: |          | 2011/? [19:55<00:00,  1.68it/s]\nEpoch 0: |          | 2011/? [19:55<00:00,  1.68it/s]\nEpoch 0: |          | 2012/? [19:56<00:00,  1.68it/s]\nEpoch 0: |          | 2012/? [19:56<00:00,  1.68it/s]\nEpoch 0: |          | 2013/? [19:56<00:00,  1.68it/s]\nEpoch 0: |          | 2013/? [19:56<00:00,  1.68it/s]\nEpoch 0: |          | 2014/? [19:57<00:00,  1.68it/s]\nEpoch 0: |          | 2014/? [19:57<00:00,  1.68it/s]\nEpoch 0: |          | 2015/? [19:57<00:00,  1.68it/s]\nEpoch 0: |          | 2015/? [19:57<00:00,  1.68it/s]\nEpoch 0: |          | 2016/? [19:58<00:00,  1.68it/s]\nEpoch 0: |          | 2016/? [19:58<00:00,  1.68it/s]\nEpoch 0: |          | 2017/? [19:58<00:00,  1.68it/s]\nEpoch 0: |          | 2017/? [19:58<00:00,  1.68it/s]\nEpoch 0: |          | 2018/? [19:58<00:00,  1.68it/s]\nEpoch 0: |          | 2018/? [19:58<00:00,  1.68it/s]\nEpoch 0: |          | 2019/? [19:59<00:00,  1.68it/s]\nEpoch 0: |          | 2019/? [19:59<00:00,  1.68it/s]\nEpoch 0: |          | 2020/? [19:59<00:00,  1.68it/s]\nEpoch 0: |          | 2020/? [19:59<00:00,  1.68it/s]\nEpoch 0: |          | 2021/? [20:00<00:00,  1.68it/s]\nEpoch 0: |          | 2021/? [20:00<00:00,  1.68it/s]\nEpoch 0: |          | 2022/? [20:00<00:00,  1.68it/s]\nEpoch 0: |          | 2022/? [20:00<00:00,  1.68it/s]\nEpoch 0: |          | 2023/? [20:01<00:00,  1.68it/s]\nEpoch 0: |          | 2023/? [20:01<00:00,  1.68it/s]\nEpoch 0: |          | 2024/? [20:01<00:00,  1.68it/s]\nEpoch 0: |          | 2024/? [20:01<00:00,  1.68it/s]\nEpoch 0: |          | 2025/? [20:02<00:00,  1.68it/s]\nEpoch 0: |          | 2025/? [20:02<00:00,  1.68it/s]\nEpoch 0: |          | 2026/? [20:02<00:00,  1.68it/s]\nEpoch 0: |          | 2026/? [20:02<00:00,  1.68it/s]\nEpoch 0: |          | 2027/? [20:02<00:00,  1.69it/s]\nEpoch 0: |          | 2027/? [20:02<00:00,  1.69it/s]\nEpoch 0: |          | 2028/? [20:03<00:00,  1.69it/s]\nEpoch 0: |          | 2028/? [20:03<00:00,  1.69it/s]\nEpoch 0: |          | 2029/? [20:03<00:00,  1.69it/s]\nEpoch 0: |          | 2029/? [20:03<00:00,  1.69it/s]\nEpoch 0: |          | 2030/? [20:04<00:00,  1.69it/s]\nEpoch 0: |          | 2030/? [20:04<00:00,  1.69it/s]\nEpoch 0: |          | 2031/? [20:04<00:00,  1.69it/s]\nEpoch 0: |          | 2031/? [20:04<00:00,  1.69it/s]\nEpoch 0: |          | 2032/? [20:05<00:00,  1.69it/s]\nEpoch 0: |          | 2032/? [20:05<00:00,  1.69it/s]\nEpoch 0: |          | 2033/? [20:05<00:00,  1.69it/s]\nEpoch 0: |          | 2033/? [20:05<00:00,  1.69it/s]\nEpoch 0: |          | 2034/? [20:05<00:00,  1.69it/s]\nEpoch 0: |          | 2034/? [20:05<00:00,  1.69it/s]\nEpoch 0: |          | 2035/? [20:06<00:00,  1.69it/s]\nEpoch 0: |          | 2035/? [20:06<00:00,  1.69it/s]\nEpoch 0: |          | 2036/? [20:06<00:00,  1.69it/s]\nEpoch 0: |          | 2036/? [20:06<00:00,  1.69it/s]\nEpoch 0: |          | 2037/? [20:07<00:00,  1.69it/s]\nEpoch 0: |          | 2037/? [20:07<00:00,  1.69it/s]\nEpoch 0: |          | 2038/? [20:07<00:00,  1.69it/s]\nEpoch 0: |          | 2038/? [20:07<00:00,  1.69it/s]\nEpoch 0: |          | 2039/? [20:08<00:00,  1.69it/s]\nEpoch 0: |          | 2039/? [20:08<00:00,  1.69it/s]\nEpoch 0: |          | 2040/? [20:08<00:00,  1.69it/s]\nEpoch 0: |          | 2040/? [20:08<00:00,  1.69it/s]\nEpoch 0: |          | 2041/? [20:09<00:00,  1.69it/s]\nEpoch 0: |          | 2041/? [20:09<00:00,  1.69it/s]\nEpoch 0: |          | 2042/? [20:09<00:00,  1.69it/s]\nEpoch 0: |          | 2042/? [20:09<00:00,  1.69it/s]\nEpoch 0: |          | 2043/? [20:10<00:00,  1.69it/s]\nEpoch 0: |          | 2043/? [20:10<00:00,  1.69it/s]\nEpoch 0: |          | 2044/? [20:10<00:00,  1.69it/s]\nEpoch 0: |          | 2044/? [20:10<00:00,  1.69it/s]\nEpoch 0: |          | 2045/? [20:11<00:00,  1.69it/s]\nEpoch 0: |          | 2045/? [20:11<00:00,  1.69it/s]\nEpoch 0: |          | 2046/? [20:11<00:00,  1.69it/s]\nEpoch 0: |          | 2046/? [20:11<00:00,  1.69it/s]\nEpoch 0: |          | 2047/? [20:11<00:00,  1.69it/s]\nEpoch 0: |          | 2047/? [20:11<00:00,  1.69it/s]\nEpoch 0: |          | 2048/? [20:12<00:00,  1.69it/s]\nEpoch 0: |          | 2048/? [20:12<00:00,  1.69it/s]\nEpoch 0: |          | 2049/? [20:12<00:00,  1.69it/s]\nEpoch 0: |          | 2049/? [20:12<00:00,  1.69it/s]\nEpoch 0: |          | 2050/? [20:13<00:00,  1.69it/s]\nEpoch 0: |          | 2050/? [20:13<00:00,  1.69it/s]\nEpoch 0: |          | 2051/? [20:13<00:00,  1.69it/s]\nEpoch 0: |          | 2051/? [20:13<00:00,  1.69it/s]\nEpoch 0: |          | 2052/? [20:14<00:00,  1.69it/s]\nEpoch 0: |          | 2052/? [20:14<00:00,  1.69it/s]\nEpoch 0: |          | 2053/? [20:14<00:00,  1.69it/s]\nEpoch 0: |          | 2053/? [20:14<00:00,  1.69it/s]\nEpoch 0: |          | 2054/? [20:14<00:00,  1.69it/s]\nEpoch 0: |          | 2054/? [20:14<00:00,  1.69it/s]\nEpoch 0: |          | 2055/? [20:15<00:00,  1.69it/s]\nEpoch 0: |          | 2055/? [20:15<00:00,  1.69it/s]\nEpoch 0: |          | 2056/? [20:15<00:00,  1.69it/s]\nEpoch 0: |          | 2056/? [20:15<00:00,  1.69it/s]\nEpoch 0: |          | 2057/? [20:16<00:00,  1.69it/s]\nEpoch 0: |          | 2057/? [20:16<00:00,  1.69it/s]\nEpoch 0: |          | 2058/? [20:16<00:00,  1.69it/s]\nEpoch 0: |          | 2058/? [20:16<00:00,  1.69it/s]\nEpoch 0: |          | 2059/? [20:17<00:00,  1.69it/s]\nEpoch 0: |          | 2059/? [20:17<00:00,  1.69it/s]\nEpoch 0: |          | 2060/? [20:17<00:00,  1.69it/s]\nEpoch 0: |          | 2060/? [20:17<00:00,  1.69it/s]\nEpoch 0: |          | 2061/? [20:17<00:00,  1.69it/s]\nEpoch 0: |          | 2061/? [20:17<00:00,  1.69it/s]\nEpoch 0: |          | 2062/? [20:18<00:00,  1.69it/s]\nEpoch 0: |          | 2062/? [20:18<00:00,  1.69it/s]\nEpoch 0: |          | 2063/? [20:18<00:00,  1.69it/s]\nEpoch 0: |          | 2063/? [20:18<00:00,  1.69it/s]\nEpoch 0: |          | 2064/? [20:19<00:00,  1.69it/s]\nEpoch 0: |          | 2064/? [20:19<00:00,  1.69it/s]\nEpoch 0: |          | 2065/? [20:19<00:00,  1.69it/s]\nEpoch 0: |          | 2065/? [20:19<00:00,  1.69it/s]\nEpoch 0: |          | 2066/? [20:20<00:00,  1.69it/s]\nEpoch 0: |          | 2066/? [20:20<00:00,  1.69it/s]\nEpoch 0: |          | 2067/? [20:20<00:00,  1.69it/s]\nEpoch 0: |          | 2067/? [20:20<00:00,  1.69it/s]\nEpoch 0: |          | 2068/? [20:20<00:00,  1.69it/s]\nEpoch 0: |          | 2068/? [20:20<00:00,  1.69it/s]\nEpoch 0: |          | 2069/? [20:21<00:00,  1.69it/s]\nEpoch 0: |          | 2069/? [20:21<00:00,  1.69it/s]\nEpoch 0: |          | 2070/? [20:21<00:00,  1.69it/s]\nEpoch 0: |          | 2070/? [20:21<00:00,  1.69it/s]\nEpoch 0: |          | 2071/? [20:22<00:00,  1.69it/s]\nEpoch 0: |          | 2071/? [20:22<00:00,  1.69it/s]\nEpoch 0: |          | 2072/? [20:22<00:00,  1.69it/s]\nEpoch 0: |          | 2072/? [20:22<00:00,  1.69it/s]\nEpoch 0: |          | 2073/? [20:22<00:00,  1.70it/s]\nEpoch 0: |          | 2073/? [20:22<00:00,  1.70it/s]\nEpoch 0: |          | 2074/? [20:23<00:00,  1.70it/s]\nEpoch 0: |          | 2074/? [20:23<00:00,  1.70it/s]\nEpoch 0: |          | 2075/? [20:23<00:00,  1.70it/s]\nEpoch 0: |          | 2075/? [20:23<00:00,  1.70it/s]\nEpoch 0: |          | 2076/? [20:24<00:00,  1.70it/s]\nEpoch 0: |          | 2076/? [20:24<00:00,  1.70it/s]\nEpoch 0: |          | 2077/? [20:24<00:00,  1.70it/s]\nEpoch 0: |          | 2077/? [20:24<00:00,  1.70it/s]\nEpoch 0: |          | 2078/? [20:24<00:00,  1.70it/s]\nEpoch 0: |          | 2078/? [20:24<00:00,  1.70it/s]\nEpoch 0: |          | 2079/? [20:25<00:00,  1.70it/s]\nEpoch 0: |          | 2079/? [20:25<00:00,  1.70it/s]\nEpoch 0: |          | 2080/? [20:25<00:00,  1.70it/s]\nEpoch 0: |          | 2080/? [20:25<00:00,  1.70it/s]\nEpoch 0: |          | 2081/? [20:26<00:00,  1.70it/s]\nEpoch 0: |          | 2081/? [20:26<00:00,  1.70it/s]\nEpoch 0: |          | 2082/? [20:26<00:00,  1.70it/s]\nEpoch 0: |          | 2082/? [20:26<00:00,  1.70it/s]\nEpoch 0: |          | 2083/? [20:27<00:00,  1.70it/s]\nEpoch 0: |          | 2083/? [20:27<00:00,  1.70it/s]\nEpoch 0: |          | 2084/? [20:27<00:00,  1.70it/s]\nEpoch 0: |          | 2084/? [20:27<00:00,  1.70it/s]\nEpoch 0: |          | 2085/? [20:27<00:00,  1.70it/s]\nEpoch 0: |          | 2085/? [20:27<00:00,  1.70it/s]\nEpoch 0: |          | 2086/? [20:28<00:00,  1.70it/s]\nEpoch 0: |          | 2086/? [20:28<00:00,  1.70it/s]\nEpoch 0: |          | 2087/? [20:28<00:00,  1.70it/s]\nEpoch 0: |          | 2087/? [20:28<00:00,  1.70it/s]\nEpoch 0: |          | 2088/? [20:29<00:00,  1.70it/s]\nEpoch 0: |          | 2088/? [20:29<00:00,  1.70it/s]\nEpoch 0: |          | 2089/? [20:29<00:00,  1.70it/s]\nEpoch 0: |          | 2089/? [20:29<00:00,  1.70it/s]\nEpoch 0: |          | 2090/? [20:29<00:00,  1.70it/s]\nEpoch 0: |          | 2090/? [20:29<00:00,  1.70it/s]\nEpoch 0: |          | 2091/? [20:30<00:00,  1.70it/s]\nEpoch 0: |          | 2091/? [20:30<00:00,  1.70it/s]\nEpoch 0: |          | 2092/? [20:30<00:00,  1.70it/s]\nEpoch 0: |          | 2092/? [20:30<00:00,  1.70it/s]\nEpoch 0: |          | 2093/? [20:31<00:00,  1.70it/s]\nEpoch 0: |          | 2093/? [20:31<00:00,  1.70it/s]\nEpoch 0: |          | 2094/? [20:31<00:00,  1.70it/s]\nEpoch 0: |          | 2094/? [20:31<00:00,  1.70it/s]\nEpoch 0: |          | 2095/? [20:31<00:00,  1.70it/s]\nEpoch 0: |          | 2095/? [20:31<00:00,  1.70it/s]\nEpoch 0: |          | 2096/? [20:32<00:00,  1.70it/s]\nEpoch 0: |          | 2096/? [20:32<00:00,  1.70it/s]\nEpoch 0: |          | 2097/? [20:32<00:00,  1.70it/s]\nEpoch 0: |          | 2097/? [20:32<00:00,  1.70it/s]\nEpoch 0: |          | 2098/? [20:33<00:00,  1.70it/s]\nEpoch 0: |          | 2098/? [20:33<00:00,  1.70it/s]\nEpoch 0: |          | 2099/? [20:33<00:00,  1.70it/s]\nEpoch 0: |          | 2099/? [20:33<00:00,  1.70it/s]\nEpoch 0: |          | 2100/? [20:34<00:00,  1.70it/s]\nEpoch 0: |          | 2100/? [20:34<00:00,  1.70it/s]\nEpoch 0: |          | 2101/? [20:34<00:00,  1.70it/s]\nEpoch 0: |          | 2101/? [20:34<00:00,  1.70it/s]\nEpoch 0: |          | 2102/? [20:34<00:00,  1.70it/s]\nEpoch 0: |          | 2102/? [20:34<00:00,  1.70it/s]\nEpoch 0: |          | 2103/? [20:35<00:00,  1.70it/s]\nEpoch 0: |          | 2103/? [20:35<00:00,  1.70it/s]\nEpoch 0: |          | 2104/? [20:35<00:00,  1.70it/s]\nEpoch 0: |          | 2104/? [20:35<00:00,  1.70it/s]\nEpoch 0: |          | 2105/? [20:36<00:00,  1.70it/s]\nEpoch 0: |          | 2105/? [20:36<00:00,  1.70it/s]\nEpoch 0: |          | 2106/? [20:36<00:00,  1.70it/s]\nEpoch 0: |          | 2106/? [20:36<00:00,  1.70it/s]\nEpoch 0: |          | 2107/? [20:36<00:00,  1.70it/s]\nEpoch 0: |          | 2107/? [20:36<00:00,  1.70it/s]\nEpoch 0: |          | 2108/? [20:37<00:00,  1.70it/s]\nEpoch 0: |          | 2108/? [20:37<00:00,  1.70it/s]\nEpoch 0: |          | 2109/? [20:37<00:00,  1.70it/s]\nEpoch 0: |          | 2109/? [20:37<00:00,  1.70it/s]\nEpoch 0: |          | 2110/? [20:38<00:00,  1.70it/s]\nEpoch 0: |          | 2110/? [20:38<00:00,  1.70it/s]\nEpoch 0: |          | 2111/? [20:38<00:00,  1.70it/s]\nEpoch 0: |          | 2111/? [20:38<00:00,  1.70it/s]\nEpoch 0: |          | 2112/? [20:38<00:00,  1.70it/s]\nEpoch 0: |          | 2112/? [20:38<00:00,  1.70it/s]\nEpoch 0: |          | 2113/? [20:39<00:00,  1.70it/s]\nEpoch 0: |          | 2113/? [20:39<00:00,  1.70it/s]\nEpoch 0: |          | 2114/? [20:39<00:00,  1.71it/s]\nEpoch 0: |          | 2114/? [20:39<00:00,  1.71it/s]\nEpoch 0: |          | 2115/? [20:40<00:00,  1.71it/s]\nEpoch 0: |          | 2115/? [20:40<00:00,  1.71it/s]\nEpoch 0: |          | 2116/? [20:40<00:00,  1.71it/s]\nEpoch 0: |          | 2116/? [20:40<00:00,  1.71it/s]\nEpoch 0: |          | 2117/? [20:41<00:00,  1.71it/s]\nEpoch 0: |          | 2117/? [20:41<00:00,  1.71it/s]\nEpoch 0: |          | 2118/? [20:41<00:00,  1.71it/s]\nEpoch 0: |          | 2118/? [20:41<00:00,  1.71it/s]\nEpoch 0: |          | 2119/? [20:41<00:00,  1.71it/s]\nEpoch 0: |          | 2119/? [20:41<00:00,  1.71it/s]\nEpoch 0: |          | 2120/? [20:42<00:00,  1.71it/s]\nEpoch 0: |          | 2120/? [20:42<00:00,  1.71it/s]\nEpoch 0: |          | 2121/? [20:42<00:00,  1.71it/s]\nEpoch 0: |          | 2121/? [20:42<00:00,  1.71it/s]\nEpoch 0: |          | 2122/? [20:43<00:00,  1.71it/s]\nEpoch 0: |          | 2122/? [20:43<00:00,  1.71it/s]\nEpoch 0: |          | 2123/? [20:43<00:00,  1.71it/s]\nEpoch 0: |          | 2123/? [20:43<00:00,  1.71it/s]\nEpoch 0: |          | 2124/? [20:43<00:00,  1.71it/s]\nEpoch 0: |          | 2124/? [20:43<00:00,  1.71it/s]\nEpoch 0: |          | 2125/? [20:44<00:00,  1.71it/s]\nEpoch 0: |          | 2125/? [20:44<00:00,  1.71it/s]\nEpoch 0: |          | 2126/? [20:44<00:00,  1.71it/s]\nEpoch 0: |          | 2126/? [20:44<00:00,  1.71it/s]\nEpoch 0: |          | 2127/? [20:45<00:00,  1.71it/s]\nEpoch 0: |          | 2127/? [20:45<00:00,  1.71it/s]\nEpoch 0: |          | 2128/? [20:45<00:00,  1.71it/s]\nEpoch 0: |          | 2128/? [20:45<00:00,  1.71it/s]\nEpoch 0: |          | 2129/? [20:45<00:00,  1.71it/s]\nEpoch 0: |          | 2129/? [20:45<00:00,  1.71it/s]\nEpoch 0: |          | 2130/? [20:46<00:00,  1.71it/s]\nEpoch 0: |          | 2130/? [20:46<00:00,  1.71it/s]\nEpoch 0: |          | 2131/? [20:46<00:00,  1.71it/s]\nEpoch 0: |          | 2131/? [20:46<00:00,  1.71it/s]\nEpoch 0: |          | 2132/? [20:47<00:00,  1.71it/s]\nEpoch 0: |          | 2132/? [20:47<00:00,  1.71it/s]\nEpoch 0: |          | 2133/? [20:47<00:00,  1.71it/s]\nEpoch 0: |          | 2133/? [20:47<00:00,  1.71it/s]\nEpoch 0: |          | 2134/? [20:48<00:00,  1.71it/s]\nEpoch 0: |          | 2134/? [20:48<00:00,  1.71it/s]\nEpoch 0: |          | 2135/? [20:48<00:00,  1.71it/s]\nEpoch 0: |          | 2135/? [20:48<00:00,  1.71it/s]\nEpoch 0: |          | 2136/? [20:48<00:00,  1.71it/s]\nEpoch 0: |          | 2136/? [20:48<00:00,  1.71it/s]\nEpoch 0: |          | 2137/? [20:49<00:00,  1.71it/s]\nEpoch 0: |          | 2137/? [20:49<00:00,  1.71it/s]\nEpoch 0: |          | 2138/? [20:49<00:00,  1.71it/s]\nEpoch 0: |          | 2138/? [20:49<00:00,  1.71it/s]\nEpoch 0: |          | 2139/? [20:50<00:00,  1.71it/s]\nEpoch 0: |          | 2139/? [20:50<00:00,  1.71it/s]\nEpoch 0: |          | 2140/? [20:50<00:00,  1.71it/s]\nEpoch 0: |          | 2140/? [20:50<00:00,  1.71it/s]\nEpoch 0: |          | 2141/? [20:50<00:00,  1.71it/s]\nEpoch 0: |          | 2141/? [20:50<00:00,  1.71it/s]\nEpoch 0: |          | 2142/? [20:51<00:00,  1.71it/s]\nEpoch 0: |          | 2142/? [20:51<00:00,  1.71it/s]\nEpoch 0: |          | 2143/? [20:51<00:00,  1.71it/s]\nEpoch 0: |          | 2143/? [20:51<00:00,  1.71it/s]\nEpoch 0: |          | 2144/? [20:52<00:00,  1.71it/s]\nEpoch 0: |          | 2144/? [20:52<00:00,  1.71it/s]\nEpoch 0: |          | 2145/? [20:52<00:00,  1.71it/s]\nEpoch 0: |          | 2145/? [20:52<00:00,  1.71it/s]\nEpoch 0: |          | 2146/? [20:53<00:00,  1.71it/s]\nEpoch 0: |          | 2146/? [20:53<00:00,  1.71it/s]\nEpoch 0: |          | 2147/? [20:53<00:00,  1.71it/s]\nEpoch 0: |          | 2147/? [20:53<00:00,  1.71it/s]\nEpoch 0: |          | 2148/? [20:53<00:00,  1.71it/s]\nEpoch 0: |          | 2148/? [20:53<00:00,  1.71it/s]\nEpoch 0: |          | 2149/? [20:54<00:00,  1.71it/s]\nEpoch 0: |          | 2149/? [20:54<00:00,  1.71it/s]\nEpoch 0: |          | 2150/? [20:54<00:00,  1.71it/s]\nEpoch 0: |          | 2150/? [20:54<00:00,  1.71it/s]\nEpoch 0: |          | 2151/? [20:55<00:00,  1.71it/s]\nEpoch 0: |          | 2151/? [20:55<00:00,  1.71it/s]\nEpoch 0: |          | 2152/? [20:55<00:00,  1.71it/s]\nEpoch 0: |          | 2152/? [20:55<00:00,  1.71it/s]\nEpoch 0: |          | 2153/? [20:55<00:00,  1.71it/s]\nEpoch 0: |          | 2153/? [20:55<00:00,  1.71it/s]\nEpoch 0: |          | 2154/? [20:56<00:00,  1.71it/s]\nEpoch 0: |          | 2154/? [20:56<00:00,  1.71it/s]\nEpoch 0: |          | 2155/? [20:56<00:00,  1.71it/s]\nEpoch 0: |          | 2155/? [20:56<00:00,  1.71it/s]\nEpoch 0: |          | 2156/? [20:57<00:00,  1.71it/s]\nEpoch 0: |          | 2156/? [20:57<00:00,  1.71it/s]\nEpoch 0: |          | 2157/? [20:57<00:00,  1.72it/s]\nEpoch 0: |          | 2157/? [20:57<00:00,  1.72it/s]\nEpoch 0: |          | 2158/? [20:58<00:00,  1.72it/s]\nEpoch 0: |          | 2158/? [20:58<00:00,  1.72it/s]\nEpoch 0: |          | 2159/? [20:58<00:00,  1.72it/s]\nEpoch 0: |          | 2159/? [20:58<00:00,  1.72it/s]\nEpoch 0: |          | 2160/? [20:58<00:00,  1.72it/s]\nEpoch 0: |          | 2160/? [20:58<00:00,  1.72it/s]\nEpoch 0: |          | 2161/? [20:59<00:00,  1.72it/s]\nEpoch 0: |          | 2161/? [20:59<00:00,  1.72it/s]\nEpoch 0: |          | 2162/? [20:59<00:00,  1.72it/s]\nEpoch 0: |          | 2162/? [20:59<00:00,  1.72it/s]\nEpoch 0: |          | 2163/? [21:00<00:00,  1.72it/s]\nEpoch 0: |          | 2163/? [21:00<00:00,  1.72it/s]\nEpoch 0: |          | 2164/? [21:00<00:00,  1.72it/s]\nEpoch 0: |          | 2164/? [21:00<00:00,  1.72it/s]\nEpoch 0: |          | 2165/? [21:00<00:00,  1.72it/s]\nEpoch 0: |          | 2165/? [21:00<00:00,  1.72it/s]\nEpoch 0: |          | 2166/? [21:01<00:00,  1.72it/s]\nEpoch 0: |          | 2166/? [21:01<00:00,  1.72it/s]\nEpoch 0: |          | 2167/? [21:01<00:00,  1.72it/s]\nEpoch 0: |          | 2167/? [21:01<00:00,  1.72it/s]\nEpoch 0: |          | 2168/? [21:02<00:00,  1.72it/s]\nEpoch 0: |          | 2168/? [21:02<00:00,  1.72it/s]\nEpoch 0: |          | 2169/? [21:02<00:00,  1.72it/s]\nEpoch 0: |          | 2169/? [21:02<00:00,  1.72it/s]\nEpoch 0: |          | 2170/? [21:03<00:00,  1.72it/s]\nEpoch 0: |          | 2170/? [21:03<00:00,  1.72it/s]\nEpoch 0: |          | 2171/? [21:03<00:00,  1.72it/s]\nEpoch 0: |          | 2171/? [21:03<00:00,  1.72it/s]\nEpoch 0: |          | 2172/? [21:03<00:00,  1.72it/s]\nEpoch 0: |          | 2172/? [21:03<00:00,  1.72it/s]\nEpoch 0: |          | 2173/? [21:04<00:00,  1.72it/s]\nEpoch 0: |          | 2173/? [21:04<00:00,  1.72it/s]\nEpoch 0: |          | 2174/? [21:04<00:00,  1.72it/s]\nEpoch 0: |          | 2174/? [21:04<00:00,  1.72it/s]\nEpoch 0: |          | 2175/? [21:05<00:00,  1.72it/s]\nEpoch 0: |          | 2175/? [21:05<00:00,  1.72it/s]\nEpoch 0: |          | 2176/? [21:05<00:00,  1.72it/s]\nEpoch 0: |          | 2176/? [21:05<00:00,  1.72it/s]\nEpoch 0: |          | 2177/? [21:05<00:00,  1.72it/s]\nEpoch 0: |          | 2177/? [21:05<00:00,  1.72it/s]\nEpoch 0: |          | 2178/? [21:06<00:00,  1.72it/s]\nEpoch 0: |          | 2178/? [21:06<00:00,  1.72it/s]\nEpoch 0: |          | 2179/? [21:06<00:00,  1.72it/s]\nEpoch 0: |          | 2179/? [21:06<00:00,  1.72it/s]\nEpoch 0: |          | 2180/? [21:07<00:00,  1.72it/s]\nEpoch 0: |          | 2180/? [21:07<00:00,  1.72it/s]\nEpoch 0: |          | 2181/? [21:07<00:00,  1.72it/s]\nEpoch 0: |          | 2181/? [21:07<00:00,  1.72it/s]\nEpoch 0: |          | 2182/? [21:08<00:00,  1.72it/s]\nEpoch 0: |          | 2182/? [21:08<00:00,  1.72it/s]\nEpoch 0: |          | 2183/? [21:08<00:00,  1.72it/s]\nEpoch 0: |          | 2183/? [21:08<00:00,  1.72it/s]\nEpoch 0: |          | 2184/? [21:08<00:00,  1.72it/s]\nEpoch 0: |          | 2184/? [21:08<00:00,  1.72it/s]\nEpoch 0: |          | 2185/? [21:09<00:00,  1.72it/s]\nEpoch 0: |          | 2185/? [21:09<00:00,  1.72it/s]\nEpoch 0: |          | 2186/? [21:09<00:00,  1.72it/s]\nEpoch 0: |          | 2186/? [21:09<00:00,  1.72it/s]\nEpoch 0: |          | 2187/? [21:10<00:00,  1.72it/s]\nEpoch 0: |          | 2187/? [21:10<00:00,  1.72it/s]\nEpoch 0: |          | 2188/? [21:10<00:00,  1.72it/s]\nEpoch 0: |          | 2188/? [21:10<00:00,  1.72it/s]\nEpoch 0: |          | 2189/? [21:10<00:00,  1.72it/s]\nEpoch 0: |          | 2189/? [21:10<00:00,  1.72it/s]\nEpoch 0: |          | 2190/? [21:11<00:00,  1.72it/s]\nEpoch 0: |          | 2190/? [21:11<00:00,  1.72it/s]\nEpoch 0: |          | 2191/? [21:11<00:00,  1.72it/s]\nEpoch 0: |          | 2191/? [21:11<00:00,  1.72it/s]\nEpoch 0: |          | 2192/? [21:12<00:00,  1.72it/s]\nEpoch 0: |          | 2192/? [21:12<00:00,  1.72it/s]\nEpoch 0: |          | 2193/? [21:12<00:00,  1.72it/s]\nEpoch 0: |          | 2193/? [21:12<00:00,  1.72it/s]\nEpoch 0: |          | 2194/? [21:12<00:00,  1.72it/s]\nEpoch 0: |          | 2194/? [21:12<00:00,  1.72it/s]\nEpoch 0: |          | 2195/? [21:13<00:00,  1.72it/s]\nEpoch 0: |          | 2195/? [21:13<00:00,  1.72it/s]\nEpoch 0: |          | 2196/? [21:13<00:00,  1.72it/s]\nEpoch 0: |          | 2196/? [21:13<00:00,  1.72it/s]\nEpoch 0: |          | 2197/? [21:14<00:00,  1.72it/s]\nEpoch 0: |          | 2197/? [21:14<00:00,  1.72it/s]\nEpoch 0: |          | 2198/? [21:14<00:00,  1.72it/s]\nEpoch 0: |          | 2198/? [21:14<00:00,  1.72it/s]\nEpoch 0: |          | 2199/? [21:14<00:00,  1.72it/s]\nEpoch 0: |          | 2199/? [21:14<00:00,  1.72it/s]\nEpoch 0: |          | 2200/? [21:15<00:00,  1.72it/s]\nEpoch 0: |          | 2200/? [21:15<00:00,  1.72it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  4.98it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  4.53it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  4.62it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  4.49it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 2200/? [21:16<00:00,  1.72it/s]\nEpoch 0: |          | 2201/? [21:16<00:00,  1.72it/s]\nEpoch 0: |          | 2201/? [21:16<00:00,  1.72it/s]\nEpoch 0: |          | 2202/? [21:17<00:00,  1.72it/s]\nEpoch 0: |          | 2202/? [21:17<00:00,  1.72it/s]\nEpoch 0: |          | 2203/? [21:17<00:00,  1.72it/s]\nEpoch 0: |          | 2203/? [21:17<00:00,  1.72it/s]\nEpoch 0: |          | 2204/? [21:17<00:00,  1.72it/s]\nEpoch 0: |          | 2204/? [21:17<00:00,  1.72it/s]\nEpoch 0: |          | 2205/? [21:18<00:00,  1.72it/s]\nEpoch 0: |          | 2205/? [21:18<00:00,  1.72it/s]\nEpoch 0: |          | 2206/? [21:18<00:00,  1.73it/s]\nEpoch 0: |          | 2206/? [21:18<00:00,  1.73it/s]\nEpoch 0: |          | 2207/? [21:19<00:00,  1.73it/s]\nEpoch 0: |          | 2207/? [21:19<00:00,  1.73it/s]\nEpoch 0: |          | 2208/? [21:19<00:00,  1.73it/s]\nEpoch 0: |          | 2208/? [21:19<00:00,  1.73it/s]\nEpoch 0: |          | 2209/? [21:19<00:00,  1.73it/s]\nEpoch 0: |          | 2209/? [21:19<00:00,  1.73it/s]\nEpoch 0: |          | 2210/? [21:20<00:00,  1.73it/s]\nEpoch 0: |          | 2210/? [21:20<00:00,  1.73it/s]\nEpoch 0: |          | 2211/? [21:20<00:00,  1.73it/s]\nEpoch 0: |          | 2211/? [21:20<00:00,  1.73it/s]\nEpoch 0: |          | 2212/? [21:21<00:00,  1.73it/s]\nEpoch 0: |          | 2212/? [21:21<00:00,  1.73it/s]\nEpoch 0: |          | 2213/? [21:21<00:00,  1.73it/s]\nEpoch 0: |          | 2213/? [21:21<00:00,  1.73it/s]\nEpoch 0: |          | 2214/? [21:22<00:00,  1.73it/s]\nEpoch 0: |          | 2214/? [21:22<00:00,  1.73it/s]\nEpoch 0: |          | 2215/? [21:22<00:00,  1.73it/s]\nEpoch 0: |          | 2215/? [21:22<00:00,  1.73it/s]\nEpoch 0: |          | 2216/? [21:22<00:00,  1.73it/s]\nEpoch 0: |          | 2216/? [21:22<00:00,  1.73it/s]\nEpoch 0: |          | 2217/? [21:23<00:00,  1.73it/s]\nEpoch 0: |          | 2217/? [21:23<00:00,  1.73it/s]\nEpoch 0: |          | 2218/? [21:23<00:00,  1.73it/s]\nEpoch 0: |          | 2218/? [21:23<00:00,  1.73it/s]\nEpoch 0: |          | 2219/? [21:24<00:00,  1.73it/s]\nEpoch 0: |          | 2219/? [21:24<00:00,  1.73it/s]\nEpoch 0: |          | 2220/? [21:24<00:00,  1.73it/s]\nEpoch 0: |          | 2220/? [21:24<00:00,  1.73it/s]\nEpoch 0: |          | 2221/? [21:24<00:00,  1.73it/s]\nEpoch 0: |          | 2221/? [21:24<00:00,  1.73it/s]\nEpoch 0: |          | 2222/? [21:25<00:00,  1.73it/s]\nEpoch 0: |          | 2222/? [21:25<00:00,  1.73it/s]\nEpoch 0: |          | 2223/? [21:25<00:00,  1.73it/s]\nEpoch 0: |          | 2223/? [21:25<00:00,  1.73it/s]\nEpoch 0: |          | 2224/? [21:26<00:00,  1.73it/s]\nEpoch 0: |          | 2224/? [21:26<00:00,  1.73it/s]\nEpoch 0: |          | 2225/? [21:26<00:00,  1.73it/s]\nEpoch 0: |          | 2225/? [21:26<00:00,  1.73it/s]\nEpoch 0: |          | 2226/? [21:26<00:00,  1.73it/s]\nEpoch 0: |          | 2226/? [21:26<00:00,  1.73it/s]\nEpoch 0: |          | 2227/? [21:27<00:00,  1.73it/s]\nEpoch 0: |          | 2227/? [21:27<00:00,  1.73it/s]\nEpoch 0: |          | 2228/? [21:27<00:00,  1.73it/s]\nEpoch 0: |          | 2228/? [21:27<00:00,  1.73it/s]\nEpoch 0: |          | 2229/? [21:28<00:00,  1.73it/s]\nEpoch 0: |          | 2229/? [21:28<00:00,  1.73it/s]\nEpoch 0: |          | 2230/? [21:28<00:00,  1.73it/s]\nEpoch 0: |          | 2230/? [21:28<00:00,  1.73it/s]\nEpoch 0: |          | 2231/? [21:28<00:00,  1.73it/s]\nEpoch 0: |          | 2231/? [21:28<00:00,  1.73it/s]\nEpoch 0: |          | 2232/? [21:29<00:00,  1.73it/s]\nEpoch 0: |          | 2232/? [21:29<00:00,  1.73it/s]\nEpoch 0: |          | 2233/? [21:29<00:00,  1.73it/s]\nEpoch 0: |          | 2233/? [21:29<00:00,  1.73it/s]\nEpoch 0: |          | 2234/? [21:30<00:00,  1.73it/s]\nEpoch 0: |          | 2234/? [21:30<00:00,  1.73it/s]\nEpoch 0: |          | 2235/? [21:30<00:00,  1.73it/s]\nEpoch 0: |          | 2235/? [21:30<00:00,  1.73it/s]\nEpoch 0: |          | 2236/? [21:31<00:00,  1.73it/s]\nEpoch 0: |          | 2236/? [21:31<00:00,  1.73it/s]\nEpoch 0: |          | 2237/? [21:31<00:00,  1.73it/s]\nEpoch 0: |          | 2237/? [21:31<00:00,  1.73it/s]\nEpoch 0: |          | 2238/? [21:31<00:00,  1.73it/s]\nEpoch 0: |          | 2238/? [21:31<00:00,  1.73it/s]\nEpoch 0: |          | 2239/? [21:32<00:00,  1.73it/s]\nEpoch 0: |          | 2239/? [21:32<00:00,  1.73it/s]\nEpoch 0: |          | 2240/? [21:32<00:00,  1.73it/s]\nEpoch 0: |          | 2240/? [21:32<00:00,  1.73it/s]\nEpoch 0: |          | 2241/? [21:33<00:00,  1.73it/s]\nEpoch 0: |          | 2241/? [21:33<00:00,  1.73it/s]\nEpoch 0: |          | 2242/? [21:33<00:00,  1.73it/s]\nEpoch 0: |          | 2242/? [21:33<00:00,  1.73it/s]\nEpoch 0: |          | 2243/? [21:33<00:00,  1.73it/s]\nEpoch 0: |          | 2243/? [21:33<00:00,  1.73it/s]\nEpoch 0: |          | 2244/? [21:34<00:00,  1.73it/s]\nEpoch 0: |          | 2244/? [21:34<00:00,  1.73it/s]\nEpoch 0: |          | 2245/? [21:34<00:00,  1.73it/s]\nEpoch 0: |          | 2245/? [21:34<00:00,  1.73it/s]\nEpoch 0: |          | 2246/? [21:35<00:00,  1.73it/s]\nEpoch 0: |          | 2246/? [21:35<00:00,  1.73it/s]\nEpoch 0: |          | 2247/? [21:35<00:00,  1.73it/s]\nEpoch 0: |          | 2247/? [21:35<00:00,  1.73it/s]\nEpoch 0: |          | 2248/? [21:35<00:00,  1.73it/s]\nEpoch 0: |          | 2248/? [21:35<00:00,  1.73it/s]\nEpoch 0: |          | 2249/? [21:36<00:00,  1.73it/s]\nEpoch 0: |          | 2249/? [21:36<00:00,  1.73it/s]\nEpoch 0: |          | 2250/? [21:36<00:00,  1.74it/s]\nEpoch 0: |          | 2250/? [21:36<00:00,  1.74it/s]\nEpoch 0: |          | 2251/? [21:37<00:00,  1.74it/s]\nEpoch 0: |          | 2251/? [21:37<00:00,  1.74it/s]\nEpoch 0: |          | 2252/? [21:37<00:00,  1.74it/s]\nEpoch 0: |          | 2252/? [21:37<00:00,  1.74it/s]\nEpoch 0: |          | 2253/? [21:37<00:00,  1.74it/s]\nEpoch 0: |          | 2253/? [21:37<00:00,  1.74it/s]\nEpoch 0: |          | 2254/? [21:38<00:00,  1.74it/s]\nEpoch 0: |          | 2254/? [21:38<00:00,  1.74it/s]\nEpoch 0: |          | 2255/? [21:38<00:00,  1.74it/s]\nEpoch 0: |          | 2255/? [21:38<00:00,  1.74it/s]\nEpoch 0: |          | 2256/? [21:39<00:00,  1.74it/s]\nEpoch 0: |          | 2256/? [21:39<00:00,  1.74it/s]\nEpoch 0: |          | 2257/? [21:39<00:00,  1.74it/s]\nEpoch 0: |          | 2257/? [21:39<00:00,  1.74it/s]\nEpoch 0: |          | 2258/? [21:40<00:00,  1.74it/s]\nEpoch 0: |          | 2258/? [21:40<00:00,  1.74it/s]\nEpoch 0: |          | 2259/? [21:40<00:00,  1.74it/s]\nEpoch 0: |          | 2259/? [21:40<00:00,  1.74it/s]\nEpoch 0: |          | 2260/? [21:40<00:00,  1.74it/s]\nEpoch 0: |          | 2260/? [21:40<00:00,  1.74it/s]\nEpoch 0: |          | 2261/? [21:41<00:00,  1.74it/s]\nEpoch 0: |          | 2261/? [21:41<00:00,  1.74it/s]\nEpoch 0: |          | 2262/? [21:41<00:00,  1.74it/s]\nEpoch 0: |          | 2262/? [21:41<00:00,  1.74it/s]\nEpoch 0: |          | 2263/? [21:42<00:00,  1.74it/s]\nEpoch 0: |          | 2263/? [21:42<00:00,  1.74it/s]\nEpoch 0: |          | 2264/? [21:42<00:00,  1.74it/s]\nEpoch 0: |          | 2264/? [21:42<00:00,  1.74it/s]\nEpoch 0: |          | 2265/? [21:42<00:00,  1.74it/s]\nEpoch 0: |          | 2265/? [21:42<00:00,  1.74it/s]\nEpoch 0: |          | 2266/? [21:43<00:00,  1.74it/s]\nEpoch 0: |          | 2266/? [21:43<00:00,  1.74it/s]\nEpoch 0: |          | 2267/? [21:43<00:00,  1.74it/s]\nEpoch 0: |          | 2267/? [21:43<00:00,  1.74it/s]\nEpoch 0: |          | 2268/? [21:44<00:00,  1.74it/s]\nEpoch 0: |          | 2268/? [21:44<00:00,  1.74it/s]\nEpoch 0: |          | 2269/? [21:44<00:00,  1.74it/s]\nEpoch 0: |          | 2269/? [21:44<00:00,  1.74it/s]\nEpoch 0: |          | 2270/? [21:44<00:00,  1.74it/s]\nEpoch 0: |          | 2270/? [21:44<00:00,  1.74it/s]\nEpoch 0: |          | 2271/? [21:45<00:00,  1.74it/s]\nEpoch 0: |          | 2271/? [21:45<00:00,  1.74it/s]\nEpoch 0: |          | 2272/? [21:45<00:00,  1.74it/s]\nEpoch 0: |          | 2272/? [21:45<00:00,  1.74it/s]\nEpoch 0: |          | 2273/? [21:46<00:00,  1.74it/s]\nEpoch 0: |          | 2273/? [21:46<00:00,  1.74it/s]\nEpoch 0: |          | 2274/? [21:46<00:00,  1.74it/s]\nEpoch 0: |          | 2274/? [21:46<00:00,  1.74it/s]\nEpoch 0: |          | 2275/? [21:46<00:00,  1.74it/s]\nEpoch 0: |          | 2275/? [21:46<00:00,  1.74it/s]\nEpoch 0: |          | 2276/? [21:47<00:00,  1.74it/s]\nEpoch 0: |          | 2276/? [21:47<00:00,  1.74it/s]\nEpoch 0: |          | 2277/? [21:47<00:00,  1.74it/s]\nEpoch 0: |          | 2277/? [21:47<00:00,  1.74it/s]\nEpoch 0: |          | 2278/? [21:48<00:00,  1.74it/s]\nEpoch 0: |          | 2278/? [21:48<00:00,  1.74it/s]\nEpoch 0: |          | 2279/? [21:48<00:00,  1.74it/s]\nEpoch 0: |          | 2279/? [21:48<00:00,  1.74it/s]\nEpoch 0: |          | 2280/? [21:49<00:00,  1.74it/s]\nEpoch 0: |          | 2280/? [21:49<00:00,  1.74it/s]\nEpoch 0: |          | 2281/? [21:49<00:00,  1.74it/s]\nEpoch 0: |          | 2281/? [21:49<00:00,  1.74it/s]\nEpoch 0: |          | 2282/? [21:49<00:00,  1.74it/s]\nEpoch 0: |          | 2282/? [21:49<00:00,  1.74it/s]\nEpoch 0: |          | 2283/? [21:50<00:00,  1.74it/s]\nEpoch 0: |          | 2283/? [21:50<00:00,  1.74it/s]\nEpoch 0: |          | 2284/? [21:50<00:00,  1.74it/s]\nEpoch 0: |          | 2284/? [21:50<00:00,  1.74it/s]\nEpoch 0: |          | 2285/? [21:51<00:00,  1.74it/s]\nEpoch 0: |          | 2285/? [21:51<00:00,  1.74it/s]\nEpoch 0: |          | 2286/? [21:51<00:00,  1.74it/s]\nEpoch 0: |          | 2286/? [21:51<00:00,  1.74it/s]\nEpoch 0: |          | 2287/? [21:51<00:00,  1.74it/s]\nEpoch 0: |          | 2287/? [21:51<00:00,  1.74it/s]\nEpoch 0: |          | 2288/? [21:52<00:00,  1.74it/s]\nEpoch 0: |          | 2288/? [21:52<00:00,  1.74it/s]\nEpoch 0: |          | 2289/? [21:52<00:00,  1.74it/s]\nEpoch 0: |          | 2289/? [21:52<00:00,  1.74it/s]\nEpoch 0: |          | 2290/? [21:53<00:00,  1.74it/s]\nEpoch 0: |          | 2290/? [21:53<00:00,  1.74it/s]\nEpoch 0: |          | 2291/? [21:53<00:00,  1.74it/s]\nEpoch 0: |          | 2291/? [21:53<00:00,  1.74it/s]\nEpoch 0: |          | 2292/? [21:54<00:00,  1.74it/s]\nEpoch 0: |          | 2292/? [21:54<00:00,  1.74it/s]\nEpoch 0: |          | 2293/? [21:54<00:00,  1.74it/s]\nEpoch 0: |          | 2293/? [21:54<00:00,  1.74it/s]\nEpoch 0: |          | 2294/? [21:54<00:00,  1.74it/s]\nEpoch 0: |          | 2294/? [21:54<00:00,  1.74it/s]\nEpoch 0: |          | 2295/? [21:55<00:00,  1.74it/s]\nEpoch 0: |          | 2295/? [21:55<00:00,  1.74it/s]\nEpoch 0: |          | 2296/? [21:55<00:00,  1.75it/s]\nEpoch 0: |          | 2296/? [21:55<00:00,  1.75it/s]\nEpoch 0: |          | 2297/? [21:56<00:00,  1.75it/s]\nEpoch 0: |          | 2297/? [21:56<00:00,  1.75it/s]\nEpoch 0: |          | 2298/? [21:56<00:00,  1.75it/s]\nEpoch 0: |          | 2298/? [21:56<00:00,  1.75it/s]\nEpoch 0: |          | 2299/? [21:56<00:00,  1.75it/s]\nEpoch 0: |          | 2299/? [21:56<00:00,  1.75it/s]\nEpoch 0: |          | 2300/? [21:57<00:00,  1.75it/s]\nEpoch 0: |          | 2300/? [21:57<00:00,  1.75it/s]\nEpoch 0: |          | 2301/? [21:57<00:00,  1.75it/s]\nEpoch 0: |          | 2301/? [21:57<00:00,  1.75it/s]\nEpoch 0: |          | 2302/? [21:58<00:00,  1.75it/s]\nEpoch 0: |          | 2302/? [21:58<00:00,  1.75it/s]\nEpoch 0: |          | 2303/? [21:58<00:00,  1.75it/s]\nEpoch 0: |          | 2303/? [21:58<00:00,  1.75it/s]\nEpoch 0: |          | 2304/? [21:58<00:00,  1.75it/s]\nEpoch 0: |          | 2304/? [21:58<00:00,  1.75it/s]\nEpoch 0: |          | 2305/? [21:59<00:00,  1.75it/s]\nEpoch 0: |          | 2305/? [21:59<00:00,  1.75it/s]\nEpoch 0: |          | 2306/? [21:59<00:00,  1.75it/s]\nEpoch 0: |          | 2306/? [21:59<00:00,  1.75it/s]\nEpoch 0: |          | 2307/? [22:00<00:00,  1.75it/s]\nEpoch 0: |          | 2307/? [22:00<00:00,  1.75it/s]\nEpoch 0: |          | 2308/? [22:00<00:00,  1.75it/s]\nEpoch 0: |          | 2308/? [22:00<00:00,  1.75it/s]\nEpoch 0: |          | 2309/? [22:00<00:00,  1.75it/s]\nEpoch 0: |          | 2309/? [22:00<00:00,  1.75it/s]\nEpoch 0: |          | 2310/? [22:01<00:00,  1.75it/s]\nEpoch 0: |          | 2310/? [22:01<00:00,  1.75it/s]\nEpoch 0: |          | 2311/? [22:01<00:00,  1.75it/s]\nEpoch 0: |          | 2311/? [22:01<00:00,  1.75it/s]\nEpoch 0: |          | 2312/? [22:02<00:00,  1.75it/s]\nEpoch 0: |          | 2312/? [22:02<00:00,  1.75it/s]\nEpoch 0: |          | 2313/? [22:02<00:00,  1.75it/s]\nEpoch 0: |          | 2313/? [22:02<00:00,  1.75it/s]\nEpoch 0: |          | 2314/? [22:02<00:00,  1.75it/s]\nEpoch 0: |          | 2314/? [22:02<00:00,  1.75it/s]\nEpoch 0: |          | 2315/? [22:03<00:00,  1.75it/s]\nEpoch 0: |          | 2315/? [22:03<00:00,  1.75it/s]\nEpoch 0: |          | 2316/? [22:03<00:00,  1.75it/s]\nEpoch 0: |          | 2316/? [22:03<00:00,  1.75it/s]\nEpoch 0: |          | 2317/? [22:04<00:00,  1.75it/s]\nEpoch 0: |          | 2317/? [22:04<00:00,  1.75it/s]\nEpoch 0: |          | 2318/? [22:04<00:00,  1.75it/s]\nEpoch 0: |          | 2318/? [22:04<00:00,  1.75it/s]\nEpoch 0: |          | 2319/? [22:05<00:00,  1.75it/s]\nEpoch 0: |          | 2319/? [22:05<00:00,  1.75it/s]\nEpoch 0: |          | 2320/? [22:05<00:00,  1.75it/s]\nEpoch 0: |          | 2320/? [22:05<00:00,  1.75it/s]\nEpoch 0: |          | 2321/? [22:05<00:00,  1.75it/s]\nEpoch 0: |          | 2321/? [22:05<00:00,  1.75it/s]\nEpoch 0: |          | 2322/? [22:06<00:00,  1.75it/s]\nEpoch 0: |          | 2322/? [22:06<00:00,  1.75it/s]\nEpoch 0: |          | 2323/? [22:06<00:00,  1.75it/s]\nEpoch 0: |          | 2323/? [22:06<00:00,  1.75it/s]\nEpoch 0: |          | 2324/? [22:07<00:00,  1.75it/s]\nEpoch 0: |          | 2324/? [22:07<00:00,  1.75it/s]\nEpoch 0: |          | 2325/? [22:07<00:00,  1.75it/s]\nEpoch 0: |          | 2325/? [22:07<00:00,  1.75it/s]\nEpoch 0: |          | 2326/? [22:07<00:00,  1.75it/s]\nEpoch 0: |          | 2326/? [22:07<00:00,  1.75it/s]\nEpoch 0: |          | 2327/? [22:08<00:00,  1.75it/s]\nEpoch 0: |          | 2327/? [22:08<00:00,  1.75it/s]\nEpoch 0: |          | 2328/? [22:08<00:00,  1.75it/s]\nEpoch 0: |          | 2328/? [22:08<00:00,  1.75it/s]\nEpoch 0: |          | 2329/? [22:09<00:00,  1.75it/s]\nEpoch 0: |          | 2329/? [22:09<00:00,  1.75it/s]\nEpoch 0: |          | 2330/? [22:09<00:00,  1.75it/s]\nEpoch 0: |          | 2330/? [22:09<00:00,  1.75it/s]\nEpoch 0: |          | 2331/? [22:09<00:00,  1.75it/s]\nEpoch 0: |          | 2331/? [22:09<00:00,  1.75it/s]\nEpoch 0: |          | 2332/? [22:10<00:00,  1.75it/s]\nEpoch 0: |          | 2332/? [22:10<00:00,  1.75it/s]\nEpoch 0: |          | 2333/? [22:10<00:00,  1.75it/s]\nEpoch 0: |          | 2333/? [22:10<00:00,  1.75it/s]\nEpoch 0: |          | 2334/? [22:11<00:00,  1.75it/s]\nEpoch 0: |          | 2334/? [22:11<00:00,  1.75it/s]\nEpoch 0: |          | 2335/? [22:11<00:00,  1.75it/s]\nEpoch 0: |          | 2335/? [22:11<00:00,  1.75it/s]\nEpoch 0: |          | 2336/? [22:11<00:00,  1.75it/s]\nEpoch 0: |          | 2336/? [22:11<00:00,  1.75it/s]\nEpoch 0: |          | 2337/? [22:12<00:00,  1.75it/s]\nEpoch 0: |          | 2337/? [22:12<00:00,  1.75it/s]\nEpoch 0: |          | 2338/? [22:12<00:00,  1.75it/s]\nEpoch 0: |          | 2338/? [22:12<00:00,  1.75it/s]\nEpoch 0: |          | 2339/? [22:13<00:00,  1.75it/s]\nEpoch 0: |          | 2339/? [22:13<00:00,  1.75it/s]\nEpoch 0: |          | 2340/? [22:13<00:00,  1.75it/s]\nEpoch 0: |          | 2340/? [22:13<00:00,  1.75it/s]\nEpoch 0: |          | 2341/? [22:13<00:00,  1.76it/s]\nEpoch 0: |          | 2341/? [22:13<00:00,  1.76it/s]\nEpoch 0: |          | 2342/? [22:14<00:00,  1.76it/s]\nEpoch 0: |          | 2342/? [22:14<00:00,  1.76it/s]\nEpoch 0: |          | 2343/? [22:14<00:00,  1.76it/s]\nEpoch 0: |          | 2343/? [22:14<00:00,  1.76it/s]\nEpoch 0: |          | 2344/? [22:15<00:00,  1.76it/s]\nEpoch 0: |          | 2344/? [22:15<00:00,  1.76it/s]\nEpoch 0: |          | 2345/? [22:15<00:00,  1.76it/s]\nEpoch 0: |          | 2345/? [22:15<00:00,  1.76it/s]\nEpoch 0: |          | 2346/? [22:15<00:00,  1.76it/s]\nEpoch 0: |          | 2346/? [22:15<00:00,  1.76it/s]\nEpoch 0: |          | 2347/? [22:16<00:00,  1.76it/s]\nEpoch 0: |          | 2347/? [22:16<00:00,  1.76it/s]\nEpoch 0: |          | 2348/? [22:16<00:00,  1.76it/s]\nEpoch 0: |          | 2348/? [22:16<00:00,  1.76it/s]\nEpoch 0: |          | 2349/? [22:17<00:00,  1.76it/s]\nEpoch 0: |          | 2349/? [22:17<00:00,  1.76it/s]\nEpoch 0: |          | 2350/? [22:17<00:00,  1.76it/s]\nEpoch 0: |          | 2350/? [22:17<00:00,  1.76it/s]\nEpoch 0: |          | 2351/? [22:17<00:00,  1.76it/s]\nEpoch 0: |          | 2351/? [22:17<00:00,  1.76it/s]\nEpoch 0: |          | 2352/? [22:18<00:00,  1.76it/s]\nEpoch 0: |          | 2352/? [22:18<00:00,  1.76it/s]\nEpoch 0: |          | 2353/? [22:18<00:00,  1.76it/s]\nEpoch 0: |          | 2353/? [22:18<00:00,  1.76it/s]\nEpoch 0: |          | 2354/? [22:19<00:00,  1.76it/s]\nEpoch 0: |          | 2354/? [22:19<00:00,  1.76it/s]\nEpoch 0: |          | 2355/? [22:19<00:00,  1.76it/s]\nEpoch 0: |          | 2355/? [22:19<00:00,  1.76it/s]\nEpoch 0: |          | 2356/? [22:19<00:00,  1.76it/s]\nEpoch 0: |          | 2356/? [22:19<00:00,  1.76it/s]\nEpoch 0: |          | 2357/? [22:20<00:00,  1.76it/s]\nEpoch 0: |          | 2357/? [22:20<00:00,  1.76it/s]\nEpoch 0: |          | 2358/? [22:20<00:00,  1.76it/s]\nEpoch 0: |          | 2358/? [22:20<00:00,  1.76it/s]\nEpoch 0: |          | 2359/? [22:21<00:00,  1.76it/s]\nEpoch 0: |          | 2359/? [22:21<00:00,  1.76it/s]\nEpoch 0: |          | 2360/? [22:21<00:00,  1.76it/s]\nEpoch 0: |          | 2360/? [22:21<00:00,  1.76it/s]\nEpoch 0: |          | 2361/? [22:21<00:00,  1.76it/s]\nEpoch 0: |          | 2361/? [22:21<00:00,  1.76it/s]\nEpoch 0: |          | 2362/? [22:22<00:00,  1.76it/s]\nEpoch 0: |          | 2362/? [22:22<00:00,  1.76it/s]\nEpoch 0: |          | 2363/? [22:22<00:00,  1.76it/s]\nEpoch 0: |          | 2363/? [22:22<00:00,  1.76it/s]\nEpoch 0: |          | 2364/? [22:23<00:00,  1.76it/s]\nEpoch 0: |          | 2364/? [22:23<00:00,  1.76it/s]\nEpoch 0: |          | 2365/? [22:23<00:00,  1.76it/s]\nEpoch 0: |          | 2365/? [22:23<00:00,  1.76it/s]\nEpoch 0: |          | 2366/? [22:23<00:00,  1.76it/s]\nEpoch 0: |          | 2366/? [22:23<00:00,  1.76it/s]\nEpoch 0: |          | 2367/? [22:24<00:00,  1.76it/s]\nEpoch 0: |          | 2367/? [22:24<00:00,  1.76it/s]\nEpoch 0: |          | 2368/? [22:24<00:00,  1.76it/s]\nEpoch 0: |          | 2368/? [22:24<00:00,  1.76it/s]\nEpoch 0: |          | 2369/? [22:25<00:00,  1.76it/s]\nEpoch 0: |          | 2369/? [22:25<00:00,  1.76it/s]\nEpoch 0: |          | 2370/? [22:25<00:00,  1.76it/s]\nEpoch 0: |          | 2370/? [22:25<00:00,  1.76it/s]\nEpoch 0: |          | 2371/? [22:25<00:00,  1.76it/s]\nEpoch 0: |          | 2371/? [22:25<00:00,  1.76it/s]\nEpoch 0: |          | 2372/? [22:26<00:00,  1.76it/s]\nEpoch 0: |          | 2372/? [22:26<00:00,  1.76it/s]\nEpoch 0: |          | 2373/? [22:26<00:00,  1.76it/s]\nEpoch 0: |          | 2373/? [22:26<00:00,  1.76it/s]\nEpoch 0: |          | 2374/? [22:27<00:00,  1.76it/s]\nEpoch 0: |          | 2374/? [22:27<00:00,  1.76it/s]\nEpoch 0: |          | 2375/? [22:27<00:00,  1.76it/s]\nEpoch 0: |          | 2375/? [22:27<00:00,  1.76it/s]\nEpoch 0: |          | 2376/? [22:27<00:00,  1.76it/s]\nEpoch 0: |          | 2376/? [22:27<00:00,  1.76it/s]\nEpoch 0: |          | 2377/? [22:28<00:00,  1.76it/s]\nEpoch 0: |          | 2377/? [22:28<00:00,  1.76it/s]\nEpoch 0: |          | 2378/? [22:28<00:00,  1.76it/s]\nEpoch 0: |          | 2378/? [22:28<00:00,  1.76it/s]\nEpoch 0: |          | 2379/? [22:29<00:00,  1.76it/s]\nEpoch 0: |          | 2379/? [22:29<00:00,  1.76it/s]\nEpoch 0: |          | 2380/? [22:29<00:00,  1.76it/s]\nEpoch 0: |          | 2380/? [22:29<00:00,  1.76it/s]\nEpoch 0: |          | 2381/? [22:29<00:00,  1.76it/s]\nEpoch 0: |          | 2381/? [22:29<00:00,  1.76it/s]\nEpoch 0: |          | 2382/? [22:30<00:00,  1.76it/s]\nEpoch 0: |          | 2382/? [22:30<00:00,  1.76it/s]\nEpoch 0: |          | 2383/? [22:30<00:00,  1.76it/s]\nEpoch 0: |          | 2383/? [22:30<00:00,  1.76it/s]\nEpoch 0: |          | 2384/? [22:31<00:00,  1.76it/s]\nEpoch 0: |          | 2384/? [22:31<00:00,  1.76it/s]\nEpoch 0: |          | 2385/? [22:31<00:00,  1.76it/s]\nEpoch 0: |          | 2385/? [22:31<00:00,  1.76it/s]\nEpoch 0: |          | 2386/? [22:31<00:00,  1.76it/s]\nEpoch 0: |          | 2386/? [22:31<00:00,  1.76it/s]\nEpoch 0: |          | 2387/? [22:32<00:00,  1.77it/s]\nEpoch 0: |          | 2387/? [22:32<00:00,  1.77it/s]\nEpoch 0: |          | 2388/? [22:32<00:00,  1.77it/s]\nEpoch 0: |          | 2388/? [22:32<00:00,  1.77it/s]\nEpoch 0: |          | 2389/? [22:33<00:00,  1.77it/s]\nEpoch 0: |          | 2389/? [22:33<00:00,  1.77it/s]\nEpoch 0: |          | 2390/? [22:33<00:00,  1.77it/s]\nEpoch 0: |          | 2390/? [22:33<00:00,  1.77it/s]\nEpoch 0: |          | 2391/? [22:34<00:00,  1.77it/s]\nEpoch 0: |          | 2391/? [22:34<00:00,  1.77it/s]\nEpoch 0: |          | 2392/? [22:34<00:00,  1.77it/s]\nEpoch 0: |          | 2392/? [22:34<00:00,  1.77it/s]\nEpoch 0: |          | 2393/? [22:34<00:00,  1.77it/s]\nEpoch 0: |          | 2393/? [22:34<00:00,  1.77it/s]\nEpoch 0: |          | 2394/? [22:35<00:00,  1.77it/s]\nEpoch 0: |          | 2394/? [22:35<00:00,  1.77it/s]\nEpoch 0: |          | 2395/? [22:35<00:00,  1.77it/s]\nEpoch 0: |          | 2395/? [22:35<00:00,  1.77it/s]\nEpoch 0: |          | 2396/? [22:36<00:00,  1.77it/s]\nEpoch 0: |          | 2396/? [22:36<00:00,  1.77it/s]\nEpoch 0: |          | 2397/? [22:36<00:00,  1.77it/s]\nEpoch 0: |          | 2397/? [22:36<00:00,  1.77it/s]\nEpoch 0: |          | 2398/? [22:36<00:00,  1.77it/s]\nEpoch 0: |          | 2398/? [22:36<00:00,  1.77it/s]\nEpoch 0: |          | 2399/? [22:37<00:00,  1.77it/s]\nEpoch 0: |          | 2399/? [22:37<00:00,  1.77it/s]\nEpoch 0: |          | 2400/? [22:37<00:00,  1.77it/s]\nEpoch 0: |          | 2400/? [22:37<00:00,  1.77it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  5.00it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  4.53it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  4.66it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  4.51it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 2400/? [22:38<00:00,  1.77it/s]\nEpoch 0: |          | 2401/? [22:39<00:00,  1.77it/s]\nEpoch 0: |          | 2401/? [22:39<00:00,  1.77it/s]\nEpoch 0: |          | 2402/? [22:39<00:00,  1.77it/s]\nEpoch 0: |          | 2402/? [22:39<00:00,  1.77it/s]\nEpoch 0: |          | 2403/? [22:39<00:00,  1.77it/s]\nEpoch 0: |          | 2403/? [22:39<00:00,  1.77it/s]\nEpoch 0: |          | 2404/? [22:40<00:00,  1.77it/s]\nEpoch 0: |          | 2404/? [22:40<00:00,  1.77it/s]\nEpoch 0: |          | 2405/? [22:40<00:00,  1.77it/s]\nEpoch 0: |          | 2405/? [22:40<00:00,  1.77it/s]\nEpoch 0: |          | 2406/? [22:41<00:00,  1.77it/s]\nEpoch 0: |          | 2406/? [22:41<00:00,  1.77it/s]\nEpoch 0: |          | 2407/? [22:41<00:00,  1.77it/s]\nEpoch 0: |          | 2407/? [22:41<00:00,  1.77it/s]\nEpoch 0: |          | 2408/? [22:41<00:00,  1.77it/s]\nEpoch 0: |          | 2408/? [22:41<00:00,  1.77it/s]\nEpoch 0: |          | 2409/? [22:42<00:00,  1.77it/s]\nEpoch 0: |          | 2409/? [22:42<00:00,  1.77it/s]\nEpoch 0: |          | 2410/? [22:42<00:00,  1.77it/s]\nEpoch 0: |          | 2410/? [22:42<00:00,  1.77it/s]\nEpoch 0: |          | 2411/? [22:43<00:00,  1.77it/s]\nEpoch 0: |          | 2411/? [22:43<00:00,  1.77it/s]\nEpoch 0: |          | 2412/? [22:43<00:00,  1.77it/s]\nEpoch 0: |          | 2412/? [22:43<00:00,  1.77it/s]\nEpoch 0: |          | 2413/? [22:44<00:00,  1.77it/s]\nEpoch 0: |          | 2413/? [22:44<00:00,  1.77it/s]\nEpoch 0: |          | 2414/? [22:44<00:00,  1.77it/s]\nEpoch 0: |          | 2414/? [22:44<00:00,  1.77it/s]\nEpoch 0: |          | 2415/? [22:44<00:00,  1.77it/s]\nEpoch 0: |          | 2415/? [22:44<00:00,  1.77it/s]\nEpoch 0: |          | 2416/? [22:45<00:00,  1.77it/s]\nEpoch 0: |          | 2416/? [22:45<00:00,  1.77it/s]\nEpoch 0: |          | 2417/? [22:45<00:00,  1.77it/s]\nEpoch 0: |          | 2417/? [22:45<00:00,  1.77it/s]\nEpoch 0: |          | 2418/? [22:46<00:00,  1.77it/s]\nEpoch 0: |          | 2418/? [22:46<00:00,  1.77it/s]\nEpoch 0: |          | 2419/? [22:46<00:00,  1.77it/s]\nEpoch 0: |          | 2419/? [22:46<00:00,  1.77it/s]\nEpoch 0: |          | 2420/? [22:46<00:00,  1.77it/s]\nEpoch 0: |          | 2420/? [22:46<00:00,  1.77it/s]\nEpoch 0: |          | 2421/? [22:47<00:00,  1.77it/s]\nEpoch 0: |          | 2421/? [22:47<00:00,  1.77it/s]\nEpoch 0: |          | 2422/? [22:47<00:00,  1.77it/s]\nEpoch 0: |          | 2422/? [22:47<00:00,  1.77it/s]\nEpoch 0: |          | 2423/? [22:48<00:00,  1.77it/s]\nEpoch 0: |          | 2423/? [22:48<00:00,  1.77it/s]\nEpoch 0: |          | 2424/? [22:48<00:00,  1.77it/s]\nEpoch 0: |          | 2424/? [22:48<00:00,  1.77it/s]\nEpoch 0: |          | 2425/? [22:48<00:00,  1.77it/s]\nEpoch 0: |          | 2425/? [22:48<00:00,  1.77it/s]\nEpoch 0: |          | 2426/? [22:49<00:00,  1.77it/s]\nEpoch 0: |          | 2426/? [22:49<00:00,  1.77it/s]\nEpoch 0: |          | 2427/? [22:49<00:00,  1.77it/s]\nEpoch 0: |          | 2427/? [22:49<00:00,  1.77it/s]\nEpoch 0: |          | 2428/? [22:50<00:00,  1.77it/s]\nEpoch 0: |          | 2428/? [22:50<00:00,  1.77it/s]\nEpoch 0: |          | 2429/? [22:50<00:00,  1.77it/s]\nEpoch 0: |          | 2429/? [22:50<00:00,  1.77it/s]\nEpoch 0: |          | 2430/? [22:50<00:00,  1.77it/s]\nEpoch 0: |          | 2430/? [22:50<00:00,  1.77it/s]\nEpoch 0: |          | 2431/? [22:51<00:00,  1.77it/s]\nEpoch 0: |          | 2431/? [22:51<00:00,  1.77it/s]\nEpoch 0: |          | 2432/? [22:51<00:00,  1.77it/s]\nEpoch 0: |          | 2432/? [22:51<00:00,  1.77it/s]\nEpoch 0: |          | 2433/? [22:52<00:00,  1.77it/s]\nEpoch 0: |          | 2433/? [22:52<00:00,  1.77it/s]\nEpoch 0: |          | 2434/? [22:52<00:00,  1.77it/s]\nEpoch 0: |          | 2434/? [22:52<00:00,  1.77it/s]\nEpoch 0: |          | 2435/? [22:53<00:00,  1.77it/s]\nEpoch 0: |          | 2435/? [22:53<00:00,  1.77it/s]\nEpoch 0: |          | 2436/? [22:53<00:00,  1.77it/s]\nEpoch 0: |          | 2436/? [22:53<00:00,  1.77it/s]\nEpoch 0: |          | 2437/? [22:53<00:00,  1.77it/s]\nEpoch 0: |          | 2437/? [22:53<00:00,  1.77it/s]\nEpoch 0: |          | 2438/? [22:54<00:00,  1.77it/s]\nEpoch 0: |          | 2438/? [22:54<00:00,  1.77it/s]\nEpoch 0: |          | 2439/? [22:54<00:00,  1.77it/s]\nEpoch 0: |          | 2439/? [22:54<00:00,  1.77it/s]\nEpoch 0: |          | 2440/? [22:55<00:00,  1.77it/s]\nEpoch 0: |          | 2440/? [22:55<00:00,  1.77it/s]\nEpoch 0: |          | 2441/? [22:55<00:00,  1.77it/s]\nEpoch 0: |          | 2441/? [22:55<00:00,  1.77it/s]\nEpoch 0: |          | 2442/? [22:55<00:00,  1.77it/s]\nEpoch 0: |          | 2442/? [22:55<00:00,  1.77it/s]\nEpoch 0: |          | 2443/? [22:56<00:00,  1.78it/s]\nEpoch 0: |          | 2443/? [22:56<00:00,  1.78it/s]\nEpoch 0: |          | 2444/? [22:56<00:00,  1.78it/s]\nEpoch 0: |          | 2444/? [22:56<00:00,  1.78it/s]\nEpoch 0: |          | 2445/? [22:57<00:00,  1.78it/s]\nEpoch 0: |          | 2445/? [22:57<00:00,  1.78it/s]\nEpoch 0: |          | 2446/? [22:57<00:00,  1.78it/s]\nEpoch 0: |          | 2446/? [22:57<00:00,  1.78it/s]\nEpoch 0: |          | 2447/? [22:57<00:00,  1.78it/s]\nEpoch 0: |          | 2447/? [22:57<00:00,  1.78it/s]\nEpoch 0: |          | 2448/? [22:58<00:00,  1.78it/s]\nEpoch 0: |          | 2448/? [22:58<00:00,  1.78it/s]\nEpoch 0: |          | 2449/? [22:58<00:00,  1.78it/s]\nEpoch 0: |          | 2449/? [22:58<00:00,  1.78it/s]\nEpoch 0: |          | 2450/? [22:59<00:00,  1.78it/s]\nEpoch 0: |          | 2450/? [22:59<00:00,  1.78it/s]\nEpoch 0: |          | 2451/? [22:59<00:00,  1.78it/s]\nEpoch 0: |          | 2451/? [22:59<00:00,  1.78it/s]\nEpoch 0: |          | 2452/? [22:59<00:00,  1.78it/s]\nEpoch 0: |          | 2452/? [22:59<00:00,  1.78it/s]\nEpoch 0: |          | 2453/? [23:00<00:00,  1.78it/s]\nEpoch 0: |          | 2453/? [23:00<00:00,  1.78it/s]\nEpoch 0: |          | 2454/? [23:00<00:00,  1.78it/s]\nEpoch 0: |          | 2454/? [23:00<00:00,  1.78it/s]\nEpoch 0: |          | 2455/? [23:01<00:00,  1.78it/s]\nEpoch 0: |          | 2455/? [23:01<00:00,  1.78it/s]\nEpoch 0: |          | 2456/? [23:01<00:00,  1.78it/s]\nEpoch 0: |          | 2456/? [23:01<00:00,  1.78it/s]\nEpoch 0: |          | 2457/? [23:02<00:00,  1.78it/s]\nEpoch 0: |          | 2457/? [23:02<00:00,  1.78it/s]\nEpoch 0: |          | 2458/? [23:02<00:00,  1.78it/s]\nEpoch 0: |          | 2458/? [23:02<00:00,  1.78it/s]\nEpoch 0: |          | 2459/? [23:02<00:00,  1.78it/s]\nEpoch 0: |          | 2459/? [23:02<00:00,  1.78it/s]\nEpoch 0: |          | 2460/? [23:03<00:00,  1.78it/s]\nEpoch 0: |          | 2460/? [23:03<00:00,  1.78it/s]\nEpoch 0: |          | 2461/? [23:03<00:00,  1.78it/s]\nEpoch 0: |          | 2461/? [23:03<00:00,  1.78it/s]\nEpoch 0: |          | 2462/? [23:04<00:00,  1.78it/s]\nEpoch 0: |          | 2462/? [23:04<00:00,  1.78it/s]\nEpoch 0: |          | 2463/? [23:04<00:00,  1.78it/s]\nEpoch 0: |          | 2463/? [23:04<00:00,  1.78it/s]\nEpoch 0: |          | 2464/? [23:04<00:00,  1.78it/s]\nEpoch 0: |          | 2464/? [23:04<00:00,  1.78it/s]\nEpoch 0: |          | 2465/? [23:05<00:00,  1.78it/s]\nEpoch 0: |          | 2465/? [23:05<00:00,  1.78it/s]\nEpoch 0: |          | 2466/? [23:05<00:00,  1.78it/s]\nEpoch 0: |          | 2466/? [23:05<00:00,  1.78it/s]\nEpoch 0: |          | 2467/? [23:06<00:00,  1.78it/s]\nEpoch 0: |          | 2467/? [23:06<00:00,  1.78it/s]\nEpoch 0: |          | 2468/? [23:06<00:00,  1.78it/s]\nEpoch 0: |          | 2468/? [23:06<00:00,  1.78it/s]\nEpoch 0: |          | 2469/? [23:06<00:00,  1.78it/s]\nEpoch 0: |          | 2469/? [23:06<00:00,  1.78it/s]\nEpoch 0: |          | 2470/? [23:07<00:00,  1.78it/s]\nEpoch 0: |          | 2470/? [23:07<00:00,  1.78it/s]\nEpoch 0: |          | 2471/? [23:07<00:00,  1.78it/s]\nEpoch 0: |          | 2471/? [23:07<00:00,  1.78it/s]\nEpoch 0: |          | 2472/? [23:08<00:00,  1.78it/s]\nEpoch 0: |          | 2472/? [23:08<00:00,  1.78it/s]\nEpoch 0: |          | 2473/? [23:08<00:00,  1.78it/s]\nEpoch 0: |          | 2473/? [23:08<00:00,  1.78it/s]\nEpoch 0: |          | 2474/? [23:09<00:00,  1.78it/s]\nEpoch 0: |          | 2474/? [23:09<00:00,  1.78it/s]\nEpoch 0: |          | 2475/? [23:09<00:00,  1.78it/s]\nEpoch 0: |          | 2475/? [23:09<00:00,  1.78it/s]\nEpoch 0: |          | 2476/? [23:09<00:00,  1.78it/s]\nEpoch 0: |          | 2476/? [23:09<00:00,  1.78it/s]\nEpoch 0: |          | 2477/? [23:10<00:00,  1.78it/s]\nEpoch 0: |          | 2477/? [23:10<00:00,  1.78it/s]\nEpoch 0: |          | 2478/? [23:10<00:00,  1.78it/s]\nEpoch 0: |          | 2478/? [23:10<00:00,  1.78it/s]\nEpoch 0: |          | 2479/? [23:11<00:00,  1.78it/s]\nEpoch 0: |          | 2479/? [23:11<00:00,  1.78it/s]\nEpoch 0: |          | 2480/? [23:11<00:00,  1.78it/s]\nEpoch 0: |          | 2480/? [23:11<00:00,  1.78it/s]\nEpoch 0: |          | 2481/? [23:11<00:00,  1.78it/s]\nEpoch 0: |          | 2481/? [23:11<00:00,  1.78it/s]\nEpoch 0: |          | 2482/? [23:12<00:00,  1.78it/s]\nEpoch 0: |          | 2482/? [23:12<00:00,  1.78it/s]\nEpoch 0: |          | 2483/? [23:12<00:00,  1.78it/s]\nEpoch 0: |          | 2483/? [23:12<00:00,  1.78it/s]\nEpoch 0: |          | 2484/? [23:13<00:00,  1.78it/s]\nEpoch 0: |          | 2484/? [23:13<00:00,  1.78it/s]\nEpoch 0: |          | 2485/? [23:13<00:00,  1.78it/s]\nEpoch 0: |          | 2485/? [23:13<00:00,  1.78it/s]\nEpoch 0: |          | 2486/? [23:13<00:00,  1.78it/s]\nEpoch 0: |          | 2486/? [23:13<00:00,  1.78it/s]\nEpoch 0: |          | 2487/? [23:14<00:00,  1.78it/s]\nEpoch 0: |          | 2487/? [23:14<00:00,  1.78it/s]\nEpoch 0: |          | 2488/? [23:14<00:00,  1.78it/s]\nEpoch 0: |          | 2488/? [23:14<00:00,  1.78it/s]\nEpoch 0: |          | 2489/? [23:15<00:00,  1.78it/s]\nEpoch 0: |          | 2489/? [23:15<00:00,  1.78it/s]\nEpoch 0: |          | 2490/? [23:15<00:00,  1.78it/s]\nEpoch 0: |          | 2490/? [23:15<00:00,  1.78it/s]\nEpoch 0: |          | 2491/? [23:15<00:00,  1.78it/s]\nEpoch 0: |          | 2491/? [23:15<00:00,  1.78it/s]\nEpoch 0: |          | 2492/? [23:16<00:00,  1.78it/s]\nEpoch 0: |          | 2492/? [23:16<00:00,  1.78it/s]\nEpoch 0: |          | 2493/? [23:16<00:00,  1.78it/s]\nEpoch 0: |          | 2493/? [23:16<00:00,  1.78it/s]\nEpoch 0: |          | 2494/? [23:17<00:00,  1.79it/s]\nEpoch 0: |          | 2494/? [23:17<00:00,  1.79it/s]\nEpoch 0: |          | 2495/? [23:17<00:00,  1.79it/s]\nEpoch 0: |          | 2495/? [23:17<00:00,  1.79it/s]\nEpoch 0: |          | 2496/? [23:17<00:00,  1.79it/s]\nEpoch 0: |          | 2496/? [23:17<00:00,  1.79it/s]\nEpoch 0: |          | 2497/? [23:18<00:00,  1.79it/s]\nEpoch 0: |          | 2497/? [23:18<00:00,  1.79it/s]\nEpoch 0: |          | 2498/? [23:18<00:00,  1.79it/s]\nEpoch 0: |          | 2498/? [23:18<00:00,  1.79it/s]\nEpoch 0: |          | 2499/? [23:19<00:00,  1.79it/s]\nEpoch 0: |          | 2499/? [23:19<00:00,  1.79it/s]\nEpoch 0: |          | 2500/? [23:19<00:00,  1.79it/s]\nEpoch 0: |          | 2500/? [23:19<00:00,  1.79it/s]\nEpoch 0: |          | 2501/? [23:19<00:00,  1.79it/s]\nEpoch 0: |          | 2501/? [23:19<00:00,  1.79it/s]\nEpoch 0: |          | 2502/? [23:20<00:00,  1.79it/s]\nEpoch 0: |          | 2502/? [23:20<00:00,  1.79it/s]\nEpoch 0: |          | 2503/? [23:20<00:00,  1.79it/s]\nEpoch 0: |          | 2503/? [23:20<00:00,  1.79it/s]\nEpoch 0: |          | 2504/? [23:21<00:00,  1.79it/s]\nEpoch 0: |          | 2504/? [23:21<00:00,  1.79it/s]\nEpoch 0: |          | 2505/? [23:21<00:00,  1.79it/s]\nEpoch 0: |          | 2505/? [23:21<00:00,  1.79it/s]\nEpoch 0: |          | 2506/? [23:21<00:00,  1.79it/s]\nEpoch 0: |          | 2506/? [23:21<00:00,  1.79it/s]\nEpoch 0: |          | 2507/? [23:22<00:00,  1.79it/s]\nEpoch 0: |          | 2507/? [23:22<00:00,  1.79it/s]\nEpoch 0: |          | 2508/? [23:22<00:00,  1.79it/s]\nEpoch 0: |          | 2508/? [23:22<00:00,  1.79it/s]\nEpoch 0: |          | 2509/? [23:23<00:00,  1.79it/s]\nEpoch 0: |          | 2509/? [23:23<00:00,  1.79it/s]\nEpoch 0: |          | 2510/? [23:23<00:00,  1.79it/s]\nEpoch 0: |          | 2510/? [23:23<00:00,  1.79it/s]\nEpoch 0: |          | 2511/? [23:23<00:00,  1.79it/s]\nEpoch 0: |          | 2511/? [23:23<00:00,  1.79it/s]\nEpoch 0: |          | 2512/? [23:24<00:00,  1.79it/s]\nEpoch 0: |          | 2512/? [23:24<00:00,  1.79it/s]\nEpoch 0: |          | 2513/? [23:24<00:00,  1.79it/s]\nEpoch 0: |          | 2513/? [23:24<00:00,  1.79it/s]\nEpoch 0: |          | 2514/? [23:25<00:00,  1.79it/s]\nEpoch 0: |          | 2514/? [23:25<00:00,  1.79it/s]\nEpoch 0: |          | 2515/? [23:25<00:00,  1.79it/s]\nEpoch 0: |          | 2515/? [23:25<00:00,  1.79it/s]\nEpoch 0: |          | 2516/? [23:26<00:00,  1.79it/s]\nEpoch 0: |          | 2516/? [23:26<00:00,  1.79it/s]\nEpoch 0: |          | 2517/? [23:26<00:00,  1.79it/s]\nEpoch 0: |          | 2517/? [23:26<00:00,  1.79it/s]\nEpoch 0: |          | 2518/? [23:26<00:00,  1.79it/s]\nEpoch 0: |          | 2518/? [23:26<00:00,  1.79it/s]\nEpoch 0: |          | 2519/? [23:27<00:00,  1.79it/s]\nEpoch 0: |          | 2519/? [23:27<00:00,  1.79it/s]\nEpoch 0: |          | 2520/? [23:27<00:00,  1.79it/s]\nEpoch 0: |          | 2520/? [23:27<00:00,  1.79it/s]\nEpoch 0: |          | 2521/? [23:28<00:00,  1.79it/s]\nEpoch 0: |          | 2521/? [23:28<00:00,  1.79it/s]\nEpoch 0: |          | 2522/? [23:28<00:00,  1.79it/s]\nEpoch 0: |          | 2522/? [23:28<00:00,  1.79it/s]\nEpoch 0: |          | 2523/? [23:28<00:00,  1.79it/s]\nEpoch 0: |          | 2523/? [23:28<00:00,  1.79it/s]\nEpoch 0: |          | 2524/? [23:29<00:00,  1.79it/s]\nEpoch 0: |          | 2524/? [23:29<00:00,  1.79it/s]\nEpoch 0: |          | 2525/? [23:29<00:00,  1.79it/s]\nEpoch 0: |          | 2525/? [23:29<00:00,  1.79it/s]\nEpoch 0: |          | 2526/? [23:30<00:00,  1.79it/s]\nEpoch 0: |          | 2526/? [23:30<00:00,  1.79it/s]\nEpoch 0: |          | 2527/? [23:30<00:00,  1.79it/s]\nEpoch 0: |          | 2527/? [23:30<00:00,  1.79it/s]\nEpoch 0: |          | 2528/? [23:30<00:00,  1.79it/s]\nEpoch 0: |          | 2528/? [23:30<00:00,  1.79it/s]\nEpoch 0: |          | 2529/? [23:31<00:00,  1.79it/s]\nEpoch 0: |          | 2529/? [23:31<00:00,  1.79it/s]\nEpoch 0: |          | 2530/? [23:31<00:00,  1.79it/s]\nEpoch 0: |          | 2530/? [23:31<00:00,  1.79it/s]\nEpoch 0: |          | 2531/? [23:32<00:00,  1.79it/s]\nEpoch 0: |          | 2531/? [23:32<00:00,  1.79it/s]\nEpoch 0: |          | 2532/? [23:32<00:00,  1.79it/s]\nEpoch 0: |          | 2532/? [23:32<00:00,  1.79it/s]\nEpoch 0: |          | 2533/? [23:32<00:00,  1.79it/s]\nEpoch 0: |          | 2533/? [23:32<00:00,  1.79it/s]\nEpoch 0: |          | 2534/? [23:33<00:00,  1.79it/s]\nEpoch 0: |          | 2534/? [23:33<00:00,  1.79it/s]\nEpoch 0: |          | 2535/? [23:33<00:00,  1.79it/s]\nEpoch 0: |          | 2535/? [23:33<00:00,  1.79it/s]\nEpoch 0: |          | 2536/? [23:34<00:00,  1.79it/s]\nEpoch 0: |          | 2536/? [23:34<00:00,  1.79it/s]\nEpoch 0: |          | 2537/? [23:34<00:00,  1.79it/s]\nEpoch 0: |          | 2537/? [23:34<00:00,  1.79it/s]\nEpoch 0: |          | 2538/? [23:34<00:00,  1.79it/s]\nEpoch 0: |          | 2538/? [23:34<00:00,  1.79it/s]\nEpoch 0: |          | 2539/? [23:35<00:00,  1.79it/s]\nEpoch 0: |          | 2539/? [23:35<00:00,  1.79it/s]\nEpoch 0: |          | 2540/? [23:35<00:00,  1.79it/s]\nEpoch 0: |          | 2540/? [23:35<00:00,  1.79it/s]\nEpoch 0: |          | 2541/? [23:36<00:00,  1.79it/s]\nEpoch 0: |          | 2541/? [23:36<00:00,  1.79it/s]\nEpoch 0: |          | 2542/? [23:36<00:00,  1.79it/s]\nEpoch 0: |          | 2542/? [23:36<00:00,  1.79it/s]\nEpoch 0: |          | 2543/? [23:36<00:00,  1.79it/s]\nEpoch 0: |          | 2543/? [23:36<00:00,  1.79it/s]\nEpoch 0: |          | 2544/? [23:37<00:00,  1.79it/s]\nEpoch 0: |          | 2544/? [23:37<00:00,  1.79it/s]\nEpoch 0: |          | 2545/? [23:37<00:00,  1.80it/s]\nEpoch 0: |          | 2545/? [23:37<00:00,  1.80it/s]\nEpoch 0: |          | 2546/? [23:38<00:00,  1.80it/s]\nEpoch 0: |          | 2546/? [23:38<00:00,  1.80it/s]\nEpoch 0: |          | 2547/? [23:38<00:00,  1.80it/s]\nEpoch 0: |          | 2547/? [23:38<00:00,  1.80it/s]\nEpoch 0: |          | 2548/? [23:39<00:00,  1.80it/s]\nEpoch 0: |          | 2548/? [23:39<00:00,  1.80it/s]\nEpoch 0: |          | 2549/? [23:39<00:00,  1.80it/s]\nEpoch 0: |          | 2549/? [23:39<00:00,  1.80it/s]\nEpoch 0: |          | 2550/? [23:39<00:00,  1.80it/s]\nEpoch 0: |          | 2550/? [23:39<00:00,  1.80it/s]\nEpoch 0: |          | 2551/? [23:40<00:00,  1.80it/s]\nEpoch 0: |          | 2551/? [23:40<00:00,  1.80it/s]\nEpoch 0: |          | 2552/? [23:40<00:00,  1.80it/s]\nEpoch 0: |          | 2552/? [23:40<00:00,  1.80it/s]\nEpoch 0: |          | 2553/? [23:41<00:00,  1.80it/s]\nEpoch 0: |          | 2553/? [23:41<00:00,  1.80it/s]\nEpoch 0: |          | 2554/? [23:41<00:00,  1.80it/s]\nEpoch 0: |          | 2554/? [23:41<00:00,  1.80it/s]\nEpoch 0: |          | 2555/? [23:41<00:00,  1.80it/s]\nEpoch 0: |          | 2555/? [23:41<00:00,  1.80it/s]\nEpoch 0: |          | 2556/? [23:42<00:00,  1.80it/s]\nEpoch 0: |          | 2556/? [23:42<00:00,  1.80it/s]\nEpoch 0: |          | 2557/? [23:42<00:00,  1.80it/s]\nEpoch 0: |          | 2557/? [23:42<00:00,  1.80it/s]\nEpoch 0: |          | 2558/? [23:43<00:00,  1.80it/s]\nEpoch 0: |          | 2558/? [23:43<00:00,  1.80it/s]\nEpoch 0: |          | 2559/? [23:43<00:00,  1.80it/s]\nEpoch 0: |          | 2559/? [23:43<00:00,  1.80it/s]\nEpoch 0: |          | 2560/? [23:43<00:00,  1.80it/s]\nEpoch 0: |          | 2560/? [23:43<00:00,  1.80it/s]\nEpoch 0: |          | 2561/? [23:44<00:00,  1.80it/s]\nEpoch 0: |          | 2561/? [23:44<00:00,  1.80it/s]\nEpoch 0: |          | 2562/? [23:44<00:00,  1.80it/s]\nEpoch 0: |          | 2562/? [23:44<00:00,  1.80it/s]\nEpoch 0: |          | 2563/? [23:45<00:00,  1.80it/s]\nEpoch 0: |          | 2563/? [23:45<00:00,  1.80it/s]\nEpoch 0: |          | 2564/? [23:45<00:00,  1.80it/s]\nEpoch 0: |          | 2564/? [23:45<00:00,  1.80it/s]\nEpoch 0: |          | 2565/? [23:45<00:00,  1.80it/s]\nEpoch 0: |          | 2565/? [23:45<00:00,  1.80it/s]\nEpoch 0: |          | 2566/? [23:46<00:00,  1.80it/s]\nEpoch 0: |          | 2566/? [23:46<00:00,  1.80it/s]\nEpoch 0: |          | 2567/? [23:46<00:00,  1.80it/s]\nEpoch 0: |          | 2567/? [23:46<00:00,  1.80it/s]\nEpoch 0: |          | 2568/? [23:47<00:00,  1.80it/s]\nEpoch 0: |          | 2568/? [23:47<00:00,  1.80it/s]\nEpoch 0: |          | 2569/? [23:47<00:00,  1.80it/s]\nEpoch 0: |          | 2569/? [23:47<00:00,  1.80it/s]\nEpoch 0: |          | 2570/? [23:48<00:00,  1.80it/s]\nEpoch 0: |          | 2570/? [23:48<00:00,  1.80it/s]\nEpoch 0: |          | 2571/? [23:48<00:00,  1.80it/s]\nEpoch 0: |          | 2571/? [23:48<00:00,  1.80it/s]\nEpoch 0: |          | 2572/? [23:48<00:00,  1.80it/s]\nEpoch 0: |          | 2572/? [23:48<00:00,  1.80it/s]\nEpoch 0: |          | 2573/? [23:49<00:00,  1.80it/s]\nEpoch 0: |          | 2573/? [23:49<00:00,  1.80it/s]\nEpoch 0: |          | 2574/? [23:49<00:00,  1.80it/s]\nEpoch 0: |          | 2574/? [23:49<00:00,  1.80it/s]\nEpoch 0: |          | 2575/? [23:50<00:00,  1.80it/s]\nEpoch 0: |          | 2575/? [23:50<00:00,  1.80it/s]\nEpoch 0: |          | 2576/? [23:50<00:00,  1.80it/s]\nEpoch 0: |          | 2576/? [23:50<00:00,  1.80it/s]\nEpoch 0: |          | 2577/? [23:50<00:00,  1.80it/s]\nEpoch 0: |          | 2577/? [23:50<00:00,  1.80it/s]\nEpoch 0: |          | 2578/? [23:51<00:00,  1.80it/s]\nEpoch 0: |          | 2578/? [23:51<00:00,  1.80it/s]\nEpoch 0: |          | 2579/? [23:51<00:00,  1.80it/s]\nEpoch 0: |          | 2579/? [23:51<00:00,  1.80it/s]\nEpoch 0: |          | 2580/? [23:52<00:00,  1.80it/s]\nEpoch 0: |          | 2580/? [23:52<00:00,  1.80it/s]\nEpoch 0: |          | 2581/? [23:52<00:00,  1.80it/s]\nEpoch 0: |          | 2581/? [23:52<00:00,  1.80it/s]\nEpoch 0: |          | 2582/? [23:52<00:00,  1.80it/s]\nEpoch 0: |          | 2582/? [23:52<00:00,  1.80it/s]\nEpoch 0: |          | 2583/? [23:53<00:00,  1.80it/s]\nEpoch 0: |          | 2583/? [23:53<00:00,  1.80it/s]\nEpoch 0: |          | 2584/? [23:53<00:00,  1.80it/s]\nEpoch 0: |          | 2584/? [23:53<00:00,  1.80it/s]\nEpoch 0: |          | 2585/? [23:54<00:00,  1.80it/s]\nEpoch 0: |          | 2585/? [23:54<00:00,  1.80it/s]\nEpoch 0: |          | 2586/? [23:54<00:00,  1.80it/s]\nEpoch 0: |          | 2586/? [23:54<00:00,  1.80it/s]\nEpoch 0: |          | 2587/? [23:54<00:00,  1.80it/s]\nEpoch 0: |          | 2587/? [23:54<00:00,  1.80it/s]\nEpoch 0: |          | 2588/? [23:55<00:00,  1.80it/s]\nEpoch 0: |          | 2588/? [23:55<00:00,  1.80it/s]\nEpoch 0: |          | 2589/? [23:55<00:00,  1.80it/s]\nEpoch 0: |          | 2589/? [23:55<00:00,  1.80it/s]\nEpoch 0: |          | 2590/? [23:56<00:00,  1.80it/s]\nEpoch 0: |          | 2590/? [23:56<00:00,  1.80it/s]\nEpoch 0: |          | 2591/? [23:56<00:00,  1.80it/s]\nEpoch 0: |          | 2591/? [23:56<00:00,  1.80it/s]\nEpoch 0: |          | 2592/? [23:57<00:00,  1.80it/s]\nEpoch 0: |          | 2592/? [23:57<00:00,  1.80it/s]\nEpoch 0: |          | 2593/? [23:57<00:00,  1.80it/s]\nEpoch 0: |          | 2593/? [23:57<00:00,  1.80it/s]\nEpoch 0: |          | 2594/? [23:57<00:00,  1.80it/s]\nEpoch 0: |          | 2594/? [23:57<00:00,  1.80it/s]\nEpoch 0: |          | 2595/? [23:58<00:00,  1.80it/s]\nEpoch 0: |          | 2595/? [23:58<00:00,  1.80it/s]\nEpoch 0: |          | 2596/? [23:58<00:00,  1.80it/s]\nEpoch 0: |          | 2596/? [23:58<00:00,  1.80it/s]\nEpoch 0: |          | 2597/? [23:59<00:00,  1.80it/s]\nEpoch 0: |          | 2597/? [23:59<00:00,  1.80it/s]\nEpoch 0: |          | 2598/? [23:59<00:00,  1.80it/s]\nEpoch 0: |          | 2598/? [23:59<00:00,  1.80it/s]\nEpoch 0: |          | 2599/? [23:59<00:00,  1.81it/s]\nEpoch 0: |          | 2599/? [23:59<00:00,  1.81it/s]\nEpoch 0: |          | 2600/? [24:00<00:00,  1.81it/s]\nEpoch 0: |          | 2600/? [24:00<00:00,  1.81it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  5.49it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  4.89it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  5.04it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  4.87it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 2600/? [24:01<00:00,  1.80it/s]\nEpoch 0: |          | 2601/? [24:01<00:00,  1.80it/s]\nEpoch 0: |          | 2601/? [24:01<00:00,  1.80it/s]\nEpoch 0: |          | 2602/? [24:01<00:00,  1.80it/s]\nEpoch 0: |          | 2602/? [24:01<00:00,  1.80it/s]\nEpoch 0: |          | 2603/? [24:02<00:00,  1.80it/s]\nEpoch 0: |          | 2603/? [24:02<00:00,  1.80it/s]\nEpoch 0: |          | 2604/? [24:02<00:00,  1.80it/s]\nEpoch 0: |          | 2604/? [24:02<00:00,  1.80it/s]\nEpoch 0: |          | 2605/? [24:03<00:00,  1.81it/s]\nEpoch 0: |          | 2605/? [24:03<00:00,  1.81it/s]\nEpoch 0: |          | 2606/? [24:03<00:00,  1.81it/s]\nEpoch 0: |          | 2606/? [24:03<00:00,  1.81it/s]\nEpoch 0: |          | 2607/? [24:03<00:00,  1.81it/s]\nEpoch 0: |          | 2607/? [24:03<00:00,  1.81it/s]\nEpoch 0: |          | 2608/? [24:04<00:00,  1.81it/s]\nEpoch 0: |          | 2608/? [24:04<00:00,  1.81it/s]\nEpoch 0: |          | 2609/? [24:04<00:00,  1.81it/s]\nEpoch 0: |          | 2609/? [24:04<00:00,  1.81it/s]\nEpoch 0: |          | 2610/? [24:05<00:00,  1.81it/s]\nEpoch 0: |          | 2610/? [24:05<00:00,  1.81it/s]\nEpoch 0: |          | 2611/? [24:05<00:00,  1.81it/s]\nEpoch 0: |          | 2611/? [24:05<00:00,  1.81it/s]\nEpoch 0: |          | 2612/? [24:05<00:00,  1.81it/s]\nEpoch 0: |          | 2612/? [24:05<00:00,  1.81it/s]\nEpoch 0: |          | 2613/? [24:06<00:00,  1.81it/s]\nEpoch 0: |          | 2613/? [24:06<00:00,  1.81it/s]\nEpoch 0: |          | 2614/? [24:06<00:00,  1.81it/s]\nEpoch 0: |          | 2614/? [24:06<00:00,  1.81it/s]\nEpoch 0: |          | 2615/? [24:07<00:00,  1.81it/s]\nEpoch 0: |          | 2615/? [24:07<00:00,  1.81it/s]\nEpoch 0: |          | 2616/? [24:07<00:00,  1.81it/s]\nEpoch 0: |          | 2616/? [24:07<00:00,  1.81it/s]\nEpoch 0: |          | 2617/? [24:08<00:00,  1.81it/s]\nEpoch 0: |          | 2617/? [24:08<00:00,  1.81it/s]\nEpoch 0: |          | 2618/? [24:08<00:00,  1.81it/s]\nEpoch 0: |          | 2618/? [24:08<00:00,  1.81it/s]\nEpoch 0: |          | 2619/? [24:08<00:00,  1.81it/s]\nEpoch 0: |          | 2619/? [24:08<00:00,  1.81it/s]\nEpoch 0: |          | 2620/? [24:09<00:00,  1.81it/s]\nEpoch 0: |          | 2620/? [24:09<00:00,  1.81it/s]\nEpoch 0: |          | 2621/? [24:09<00:00,  1.81it/s]\nEpoch 0: |          | 2621/? [24:09<00:00,  1.81it/s]\nEpoch 0: |          | 2622/? [24:10<00:00,  1.81it/s]\nEpoch 0: |          | 2622/? [24:10<00:00,  1.81it/s]\nEpoch 0: |          | 2623/? [24:10<00:00,  1.81it/s]\nEpoch 0: |          | 2623/? [24:10<00:00,  1.81it/s]\nEpoch 0: |          | 2624/? [24:10<00:00,  1.81it/s]\nEpoch 0: |          | 2624/? [24:10<00:00,  1.81it/s]\nEpoch 0: |          | 2625/? [24:11<00:00,  1.81it/s]\nEpoch 0: |          | 2625/? [24:11<00:00,  1.81it/s]\nEpoch 0: |          | 2626/? [24:11<00:00,  1.81it/s]\nEpoch 0: |          | 2626/? [24:11<00:00,  1.81it/s]\nEpoch 0: |          | 2627/? [24:12<00:00,  1.81it/s]\nEpoch 0: |          | 2627/? [24:12<00:00,  1.81it/s]\nEpoch 0: |          | 2628/? [24:12<00:00,  1.81it/s]\nEpoch 0: |          | 2628/? [24:12<00:00,  1.81it/s]\nEpoch 0: |          | 2629/? [24:12<00:00,  1.81it/s]\nEpoch 0: |          | 2629/? [24:12<00:00,  1.81it/s]\nEpoch 0: |          | 2630/? [24:13<00:00,  1.81it/s]\nEpoch 0: |          | 2630/? [24:13<00:00,  1.81it/s]\nEpoch 0: |          | 2631/? [24:13<00:00,  1.81it/s]\nEpoch 0: |          | 2631/? [24:13<00:00,  1.81it/s]\nEpoch 0: |          | 2632/? [24:14<00:00,  1.81it/s]\nEpoch 0: |          | 2632/? [24:14<00:00,  1.81it/s]\nEpoch 0: |          | 2633/? [24:14<00:00,  1.81it/s]\nEpoch 0: |          | 2633/? [24:14<00:00,  1.81it/s]\nEpoch 0: |          | 2634/? [24:14<00:00,  1.81it/s]\nEpoch 0: |          | 2634/? [24:14<00:00,  1.81it/s]\nEpoch 0: |          | 2635/? [24:15<00:00,  1.81it/s]\nEpoch 0: |          | 2635/? [24:15<00:00,  1.81it/s]\nEpoch 0: |          | 2636/? [24:15<00:00,  1.81it/s]\nEpoch 0: |          | 2636/? [24:15<00:00,  1.81it/s]\nEpoch 0: |          | 2637/? [24:16<00:00,  1.81it/s]\nEpoch 0: |          | 2637/? [24:16<00:00,  1.81it/s]\nEpoch 0: |          | 2638/? [24:16<00:00,  1.81it/s]\nEpoch 0: |          | 2638/? [24:16<00:00,  1.81it/s]\nEpoch 0: |          | 2639/? [24:17<00:00,  1.81it/s]\nEpoch 0: |          | 2639/? [24:17<00:00,  1.81it/s]\nEpoch 0: |          | 2640/? [24:17<00:00,  1.81it/s]\nEpoch 0: |          | 2640/? [24:17<00:00,  1.81it/s]\nEpoch 0: |          | 2641/? [24:17<00:00,  1.81it/s]\nEpoch 0: |          | 2641/? [24:17<00:00,  1.81it/s]\nEpoch 0: |          | 2642/? [24:18<00:00,  1.81it/s]\nEpoch 0: |          | 2642/? [24:18<00:00,  1.81it/s]\nEpoch 0: |          | 2643/? [24:18<00:00,  1.81it/s]\nEpoch 0: |          | 2643/? [24:18<00:00,  1.81it/s]\nEpoch 0: |          | 2644/? [24:19<00:00,  1.81it/s]\nEpoch 0: |          | 2644/? [24:19<00:00,  1.81it/s]\nEpoch 0: |          | 2645/? [24:19<00:00,  1.81it/s]\nEpoch 0: |          | 2645/? [24:19<00:00,  1.81it/s]\nEpoch 0: |          | 2646/? [24:19<00:00,  1.81it/s]\nEpoch 0: |          | 2646/? [24:19<00:00,  1.81it/s]\nEpoch 0: |          | 2647/? [24:20<00:00,  1.81it/s]\nEpoch 0: |          | 2647/? [24:20<00:00,  1.81it/s]\nEpoch 0: |          | 2648/? [24:20<00:00,  1.81it/s]\nEpoch 0: |          | 2648/? [24:20<00:00,  1.81it/s]\nEpoch 0: |          | 2649/? [24:21<00:00,  1.81it/s]\nEpoch 0: |          | 2649/? [24:21<00:00,  1.81it/s]\nEpoch 0: |          | 2650/? [24:21<00:00,  1.81it/s]\nEpoch 0: |          | 2650/? [24:21<00:00,  1.81it/s]\nEpoch 0: |          | 2651/? [24:22<00:00,  1.81it/s]\nEpoch 0: |          | 2651/? [24:22<00:00,  1.81it/s]\nEpoch 0: |          | 2652/? [24:22<00:00,  1.81it/s]\nEpoch 0: |          | 2652/? [24:22<00:00,  1.81it/s]\nEpoch 0: |          | 2653/? [24:22<00:00,  1.81it/s]\nEpoch 0: |          | 2653/? [24:22<00:00,  1.81it/s]\nEpoch 0: |          | 2654/? [24:23<00:00,  1.81it/s]\nEpoch 0: |          | 2654/? [24:23<00:00,  1.81it/s]\nEpoch 0: |          | 2655/? [24:23<00:00,  1.81it/s]\nEpoch 0: |          | 2655/? [24:23<00:00,  1.81it/s]\nEpoch 0: |          | 2656/? [24:24<00:00,  1.81it/s]\nEpoch 0: |          | 2656/? [24:24<00:00,  1.81it/s]\nEpoch 0: |          | 2657/? [24:24<00:00,  1.81it/s]\nEpoch 0: |          | 2657/? [24:24<00:00,  1.81it/s]\nEpoch 0: |          | 2658/? [24:24<00:00,  1.81it/s]\nEpoch 0: |          | 2658/? [24:24<00:00,  1.81it/s]\nEpoch 0: |          | 2659/? [24:25<00:00,  1.81it/s]\nEpoch 0: |          | 2659/? [24:25<00:00,  1.81it/s]\nEpoch 0: |          | 2660/? [24:25<00:00,  1.81it/s]\nEpoch 0: |          | 2660/? [24:25<00:00,  1.81it/s]\nEpoch 0: |          | 2661/? [24:26<00:00,  1.81it/s]\nEpoch 0: |          | 2661/? [24:26<00:00,  1.81it/s]\nEpoch 0: |          | 2662/? [24:26<00:00,  1.82it/s]\nEpoch 0: |          | 2662/? [24:26<00:00,  1.82it/s]\nEpoch 0: |          | 2663/? [24:26<00:00,  1.82it/s]\nEpoch 0: |          | 2663/? [24:26<00:00,  1.82it/s]\nEpoch 0: |          | 2664/? [24:27<00:00,  1.82it/s]\nEpoch 0: |          | 2664/? [24:27<00:00,  1.82it/s]\nEpoch 0: |          | 2665/? [24:27<00:00,  1.82it/s]\nEpoch 0: |          | 2665/? [24:27<00:00,  1.82it/s]\nEpoch 0: |          | 2666/? [24:28<00:00,  1.82it/s]\nEpoch 0: |          | 2666/? [24:28<00:00,  1.82it/s]\nEpoch 0: |          | 2667/? [24:28<00:00,  1.82it/s]\nEpoch 0: |          | 2667/? [24:28<00:00,  1.82it/s]\nEpoch 0: |          | 2668/? [24:29<00:00,  1.82it/s]\nEpoch 0: |          | 2668/? [24:29<00:00,  1.82it/s]\nEpoch 0: |          | 2669/? [24:29<00:00,  1.82it/s]\nEpoch 0: |          | 2669/? [24:29<00:00,  1.82it/s]\nEpoch 0: |          | 2670/? [24:29<00:00,  1.82it/s]\nEpoch 0: |          | 2670/? [24:29<00:00,  1.82it/s]\nEpoch 0: |          | 2671/? [24:30<00:00,  1.82it/s]\nEpoch 0: |          | 2671/? [24:30<00:00,  1.82it/s]\nEpoch 0: |          | 2672/? [24:30<00:00,  1.82it/s]\nEpoch 0: |          | 2672/? [24:30<00:00,  1.82it/s]\nEpoch 0: |          | 2673/? [24:31<00:00,  1.82it/s]\nEpoch 0: |          | 2673/? [24:31<00:00,  1.82it/s]\nEpoch 0: |          | 2674/? [24:31<00:00,  1.82it/s]\nEpoch 0: |          | 2674/? [24:31<00:00,  1.82it/s]\nEpoch 0: |          | 2675/? [24:31<00:00,  1.82it/s]\nEpoch 0: |          | 2675/? [24:31<00:00,  1.82it/s]\nEpoch 0: |          | 2676/? [24:32<00:00,  1.82it/s]\nEpoch 0: |          | 2676/? [24:32<00:00,  1.82it/s]\nEpoch 0: |          | 2677/? [24:32<00:00,  1.82it/s]\nEpoch 0: |          | 2677/? [24:32<00:00,  1.82it/s]\nEpoch 0: |          | 2678/? [24:33<00:00,  1.82it/s]\nEpoch 0: |          | 2678/? [24:33<00:00,  1.82it/s]\nEpoch 0: |          | 2679/? [24:33<00:00,  1.82it/s]\nEpoch 0: |          | 2679/? [24:33<00:00,  1.82it/s]\nEpoch 0: |          | 2680/? [24:33<00:00,  1.82it/s]\nEpoch 0: |          | 2680/? [24:33<00:00,  1.82it/s]\nEpoch 0: |          | 2681/? [24:34<00:00,  1.82it/s]\nEpoch 0: |          | 2681/? [24:34<00:00,  1.82it/s]\nEpoch 0: |          | 2682/? [24:34<00:00,  1.82it/s]\nEpoch 0: |          | 2682/? [24:34<00:00,  1.82it/s]\nEpoch 0: |          | 2683/? [24:35<00:00,  1.82it/s]\nEpoch 0: |          | 2683/? [24:35<00:00,  1.82it/s]\nEpoch 0: |          | 2684/? [24:35<00:00,  1.82it/s]\nEpoch 0: |          | 2684/? [24:35<00:00,  1.82it/s]\nEpoch 0: |          | 2685/? [24:35<00:00,  1.82it/s]\nEpoch 0: |          | 2685/? [24:35<00:00,  1.82it/s]\nEpoch 0: |          | 2686/? [24:36<00:00,  1.82it/s]\nEpoch 0: |          | 2686/? [24:36<00:00,  1.82it/s]\nEpoch 0: |          | 2687/? [24:36<00:00,  1.82it/s]\nEpoch 0: |          | 2687/? [24:36<00:00,  1.82it/s]\nEpoch 0: |          | 2688/? [24:37<00:00,  1.82it/s]\nEpoch 0: |          | 2688/? [24:37<00:00,  1.82it/s]\nEpoch 0: |          | 2689/? [24:37<00:00,  1.82it/s]\nEpoch 0: |          | 2689/? [24:37<00:00,  1.82it/s]\nEpoch 0: |          | 2690/? [24:38<00:00,  1.82it/s]\nEpoch 0: |          | 2690/? [24:38<00:00,  1.82it/s]\nEpoch 0: |          | 2691/? [24:38<00:00,  1.82it/s]\nEpoch 0: |          | 2691/? [24:38<00:00,  1.82it/s]\nEpoch 0: |          | 2692/? [24:38<00:00,  1.82it/s]\nEpoch 0: |          | 2692/? [24:38<00:00,  1.82it/s]\nEpoch 0: |          | 2693/? [24:39<00:00,  1.82it/s]\nEpoch 0: |          | 2693/? [24:39<00:00,  1.82it/s]\nEpoch 0: |          | 2694/? [24:39<00:00,  1.82it/s]\nEpoch 0: |          | 2694/? [24:39<00:00,  1.82it/s]\nEpoch 0: |          | 2695/? [24:40<00:00,  1.82it/s]\nEpoch 0: |          | 2695/? [24:40<00:00,  1.82it/s]\nEpoch 0: |          | 2696/? [24:40<00:00,  1.82it/s]\nEpoch 0: |          | 2696/? [24:40<00:00,  1.82it/s]\nEpoch 0: |          | 2697/? [24:40<00:00,  1.82it/s]\nEpoch 0: |          | 2697/? [24:40<00:00,  1.82it/s]\nEpoch 0: |          | 2698/? [24:41<00:00,  1.82it/s]\nEpoch 0: |          | 2698/? [24:41<00:00,  1.82it/s]\nEpoch 0: |          | 2699/? [24:41<00:00,  1.82it/s]\nEpoch 0: |          | 2699/? [24:41<00:00,  1.82it/s]\nEpoch 0: |          | 2700/? [24:42<00:00,  1.82it/s]\nEpoch 0: |          | 2700/? [24:42<00:00,  1.82it/s]\nEpoch 0: |          | 2701/? [24:42<00:00,  1.82it/s]\nEpoch 0: |          | 2701/? [24:42<00:00,  1.82it/s]\nEpoch 0: |          | 2702/? [24:43<00:00,  1.82it/s]\nEpoch 0: |          | 2702/? [24:43<00:00,  1.82it/s]\nEpoch 0: |          | 2703/? [24:43<00:00,  1.82it/s]\nEpoch 0: |          | 2703/? [24:43<00:00,  1.82it/s]\nEpoch 0: |          | 2704/? [24:43<00:00,  1.82it/s]\nEpoch 0: |          | 2704/? [24:43<00:00,  1.82it/s]\nEpoch 0: |          | 2705/? [24:44<00:00,  1.82it/s]\nEpoch 0: |          | 2705/? [24:44<00:00,  1.82it/s]\nEpoch 0: |          | 2706/? [24:44<00:00,  1.82it/s]\nEpoch 0: |          | 2706/? [24:44<00:00,  1.82it/s]\nEpoch 0: |          | 2707/? [24:45<00:00,  1.82it/s]\nEpoch 0: |          | 2707/? [24:45<00:00,  1.82it/s]\nEpoch 0: |          | 2708/? [24:45<00:00,  1.82it/s]\nEpoch 0: |          | 2708/? [24:45<00:00,  1.82it/s]\nEpoch 0: |          | 2709/? [24:45<00:00,  1.82it/s]\nEpoch 0: |          | 2709/? [24:45<00:00,  1.82it/s]\nEpoch 0: |          | 2710/? [24:46<00:00,  1.82it/s]\nEpoch 0: |          | 2710/? [24:46<00:00,  1.82it/s]\nEpoch 0: |          | 2711/? [24:46<00:00,  1.82it/s]\nEpoch 0: |          | 2711/? [24:46<00:00,  1.82it/s]\nEpoch 0: |          | 2712/? [24:47<00:00,  1.82it/s]\nEpoch 0: |          | 2712/? [24:47<00:00,  1.82it/s]\nEpoch 0: |          | 2713/? [24:47<00:00,  1.82it/s]\nEpoch 0: |          | 2713/? [24:47<00:00,  1.82it/s]\nEpoch 0: |          | 2714/? [24:48<00:00,  1.82it/s]\nEpoch 0: |          | 2714/? [24:48<00:00,  1.82it/s]\nEpoch 0: |          | 2715/? [24:48<00:00,  1.82it/s]\nEpoch 0: |          | 2715/? [24:48<00:00,  1.82it/s]\nEpoch 0: |          | 2716/? [24:48<00:00,  1.82it/s]\nEpoch 0: |          | 2716/? [24:48<00:00,  1.82it/s]\nEpoch 0: |          | 2717/? [24:49<00:00,  1.82it/s]\nEpoch 0: |          | 2717/? [24:49<00:00,  1.82it/s]\nEpoch 0: |          | 2718/? [24:49<00:00,  1.82it/s]\nEpoch 0: |          | 2718/? [24:49<00:00,  1.82it/s]\nEpoch 0: |          | 2719/? [24:50<00:00,  1.82it/s]\nEpoch 0: |          | 2719/? [24:50<00:00,  1.82it/s]\nEpoch 0: |          | 2720/? [24:50<00:00,  1.82it/s]\nEpoch 0: |          | 2720/? [24:50<00:00,  1.82it/s]\nEpoch 0: |          | 2721/? [24:50<00:00,  1.83it/s]\nEpoch 0: |          | 2721/? [24:50<00:00,  1.83it/s]\nEpoch 0: |          | 2722/? [24:51<00:00,  1.83it/s]\nEpoch 0: |          | 2722/? [24:51<00:00,  1.83it/s]\nEpoch 0: |          | 2723/? [24:51<00:00,  1.83it/s]\nEpoch 0: |          | 2723/? [24:51<00:00,  1.83it/s]\nEpoch 0: |          | 2724/? [24:52<00:00,  1.83it/s]\nEpoch 0: |          | 2724/? [24:52<00:00,  1.83it/s]\nEpoch 0: |          | 2725/? [24:52<00:00,  1.83it/s]\nEpoch 0: |          | 2725/? [24:52<00:00,  1.83it/s]\nEpoch 0: |          | 2726/? [24:52<00:00,  1.83it/s]\nEpoch 0: |          | 2726/? [24:52<00:00,  1.83it/s]\nEpoch 0: |          | 2727/? [24:53<00:00,  1.83it/s]\nEpoch 0: |          | 2727/? [24:53<00:00,  1.83it/s]\nEpoch 0: |          | 2728/? [24:53<00:00,  1.83it/s]\nEpoch 0: |          | 2728/? [24:53<00:00,  1.83it/s]\nEpoch 0: |          | 2729/? [24:54<00:00,  1.83it/s]\nEpoch 0: |          | 2729/? [24:54<00:00,  1.83it/s]\nEpoch 0: |          | 2730/? [24:54<00:00,  1.83it/s]\nEpoch 0: |          | 2730/? [24:54<00:00,  1.83it/s]\nEpoch 0: |          | 2731/? [24:54<00:00,  1.83it/s]\nEpoch 0: |          | 2731/? [24:54<00:00,  1.83it/s]\nEpoch 0: |          | 2732/? [24:55<00:00,  1.83it/s]\nEpoch 0: |          | 2732/? [24:55<00:00,  1.83it/s]\nEpoch 0: |          | 2733/? [24:55<00:00,  1.83it/s]\nEpoch 0: |          | 2733/? [24:55<00:00,  1.83it/s]\nEpoch 0: |          | 2734/? [24:56<00:00,  1.83it/s]\nEpoch 0: |          | 2734/? [24:56<00:00,  1.83it/s]\nEpoch 0: |          | 2735/? [24:56<00:00,  1.83it/s]\nEpoch 0: |          | 2735/? [24:56<00:00,  1.83it/s]\nEpoch 0: |          | 2736/? [24:57<00:00,  1.83it/s]\nEpoch 0: |          | 2736/? [24:57<00:00,  1.83it/s]\nEpoch 0: |          | 2737/? [24:57<00:00,  1.83it/s]\nEpoch 0: |          | 2737/? [24:57<00:00,  1.83it/s]\nEpoch 0: |          | 2738/? [24:57<00:00,  1.83it/s]\nEpoch 0: |          | 2738/? [24:57<00:00,  1.83it/s]\nEpoch 0: |          | 2739/? [24:58<00:00,  1.83it/s]\nEpoch 0: |          | 2739/? [24:58<00:00,  1.83it/s]\nEpoch 0: |          | 2740/? [24:58<00:00,  1.83it/s]\nEpoch 0: |          | 2740/? [24:58<00:00,  1.83it/s]\nEpoch 0: |          | 2741/? [24:59<00:00,  1.83it/s]\nEpoch 0: |          | 2741/? [24:59<00:00,  1.83it/s]\nEpoch 0: |          | 2742/? [24:59<00:00,  1.83it/s]\nEpoch 0: |          | 2742/? [24:59<00:00,  1.83it/s]\nEpoch 0: |          | 2743/? [24:59<00:00,  1.83it/s]\nEpoch 0: |          | 2743/? [24:59<00:00,  1.83it/s]\nEpoch 0: |          | 2744/? [25:00<00:00,  1.83it/s]\nEpoch 0: |          | 2744/? [25:00<00:00,  1.83it/s]\nEpoch 0: |          | 2745/? [25:00<00:00,  1.83it/s]\nEpoch 0: |          | 2745/? [25:00<00:00,  1.83it/s]\nEpoch 0: |          | 2746/? [25:01<00:00,  1.83it/s]\nEpoch 0: |          | 2746/? [25:01<00:00,  1.83it/s]\nEpoch 0: |          | 2747/? [25:01<00:00,  1.83it/s]\nEpoch 0: |          | 2747/? [25:01<00:00,  1.83it/s]\nEpoch 0: |          | 2748/? [25:01<00:00,  1.83it/s]\nEpoch 0: |          | 2748/? [25:01<00:00,  1.83it/s]\nEpoch 0: |          | 2749/? [25:02<00:00,  1.83it/s]\nEpoch 0: |          | 2749/? [25:02<00:00,  1.83it/s]\nEpoch 0: |          | 2750/? [25:02<00:00,  1.83it/s]\nEpoch 0: |          | 2750/? [25:02<00:00,  1.83it/s]\nEpoch 0: |          | 2751/? [25:03<00:00,  1.83it/s]\nEpoch 0: |          | 2751/? [25:03<00:00,  1.83it/s]\nEpoch 0: |          | 2752/? [25:03<00:00,  1.83it/s]\nEpoch 0: |          | 2752/? [25:03<00:00,  1.83it/s]\nEpoch 0: |          | 2753/? [25:03<00:00,  1.83it/s]\nEpoch 0: |          | 2753/? [25:03<00:00,  1.83it/s]\nEpoch 0: |          | 2754/? [25:04<00:00,  1.83it/s]\nEpoch 0: |          | 2754/? [25:04<00:00,  1.83it/s]\nEpoch 0: |          | 2755/? [25:04<00:00,  1.83it/s]\nEpoch 0: |          | 2755/? [25:04<00:00,  1.83it/s]\nEpoch 0: |          | 2756/? [25:05<00:00,  1.83it/s]\nEpoch 0: |          | 2756/? [25:05<00:00,  1.83it/s]\nEpoch 0: |          | 2757/? [25:05<00:00,  1.83it/s]\nEpoch 0: |          | 2757/? [25:05<00:00,  1.83it/s]\nEpoch 0: |          | 2758/? [25:06<00:00,  1.83it/s]\nEpoch 0: |          | 2758/? [25:06<00:00,  1.83it/s]\nEpoch 0: |          | 2759/? [25:06<00:00,  1.83it/s]\nEpoch 0: |          | 2759/? [25:06<00:00,  1.83it/s]\nEpoch 0: |          | 2760/? [25:06<00:00,  1.83it/s]\nEpoch 0: |          | 2760/? [25:06<00:00,  1.83it/s]\nEpoch 0: |          | 2761/? [25:07<00:00,  1.83it/s]\nEpoch 0: |          | 2761/? [25:07<00:00,  1.83it/s]\nEpoch 0: |          | 2762/? [25:07<00:00,  1.83it/s]\nEpoch 0: |          | 2762/? [25:07<00:00,  1.83it/s]\nEpoch 0: |          | 2763/? [25:08<00:00,  1.83it/s]\nEpoch 0: |          | 2763/? [25:08<00:00,  1.83it/s]\nEpoch 0: |          | 2764/? [25:08<00:00,  1.83it/s]\nEpoch 0: |          | 2764/? [25:08<00:00,  1.83it/s]\nEpoch 0: |          | 2765/? [25:08<00:00,  1.83it/s]\nEpoch 0: |          | 2765/? [25:08<00:00,  1.83it/s]\nEpoch 0: |          | 2766/? [25:09<00:00,  1.83it/s]\nEpoch 0: |          | 2766/? [25:09<00:00,  1.83it/s]\nEpoch 0: |          | 2767/? [25:09<00:00,  1.83it/s]\nEpoch 0: |          | 2767/? [25:09<00:00,  1.83it/s]\nEpoch 0: |          | 2768/? [25:10<00:00,  1.83it/s]\nEpoch 0: |          | 2768/? [25:10<00:00,  1.83it/s]\nEpoch 0: |          | 2769/? [25:10<00:00,  1.83it/s]\nEpoch 0: |          | 2769/? [25:10<00:00,  1.83it/s]\nEpoch 0: |          | 2770/? [25:10<00:00,  1.83it/s]\nEpoch 0: |          | 2770/? [25:10<00:00,  1.83it/s]\nEpoch 0: |          | 2771/? [25:11<00:00,  1.83it/s]\nEpoch 0: |          | 2771/? [25:11<00:00,  1.83it/s]\nEpoch 0: |          | 2772/? [25:11<00:00,  1.83it/s]\nEpoch 0: |          | 2772/? [25:11<00:00,  1.83it/s]\nEpoch 0: |          | 2773/? [25:12<00:00,  1.83it/s]\nEpoch 0: |          | 2773/? [25:12<00:00,  1.83it/s]\nEpoch 0: |          | 2774/? [25:12<00:00,  1.83it/s]\nEpoch 0: |          | 2774/? [25:12<00:00,  1.83it/s]\nEpoch 0: |          | 2775/? [25:12<00:00,  1.83it/s]\nEpoch 0: |          | 2775/? [25:12<00:00,  1.83it/s]\nEpoch 0: |          | 2776/? [25:13<00:00,  1.83it/s]\nEpoch 0: |          | 2776/? [25:13<00:00,  1.83it/s]\nEpoch 0: |          | 2777/? [25:13<00:00,  1.83it/s]\nEpoch 0: |          | 2777/? [25:13<00:00,  1.83it/s]\nEpoch 0: |          | 2778/? [25:14<00:00,  1.83it/s]\nEpoch 0: |          | 2778/? [25:14<00:00,  1.83it/s]\nEpoch 0: |          | 2779/? [25:14<00:00,  1.83it/s]\nEpoch 0: |          | 2779/? [25:14<00:00,  1.83it/s]\nEpoch 0: |          | 2780/? [25:14<00:00,  1.83it/s]\nEpoch 0: |          | 2780/? [25:14<00:00,  1.83it/s]\nEpoch 0: |          | 2781/? [25:15<00:00,  1.84it/s]\nEpoch 0: |          | 2781/? [25:15<00:00,  1.84it/s]\nEpoch 0: |          | 2782/? [25:15<00:00,  1.84it/s]\nEpoch 0: |          | 2782/? [25:15<00:00,  1.84it/s]\nEpoch 0: |          | 2783/? [25:16<00:00,  1.84it/s]\nEpoch 0: |          | 2783/? [25:16<00:00,  1.84it/s]\nEpoch 0: |          | 2784/? [25:16<00:00,  1.84it/s]\nEpoch 0: |          | 2784/? [25:16<00:00,  1.84it/s]\nEpoch 0: |          | 2785/? [25:17<00:00,  1.84it/s]\nEpoch 0: |          | 2785/? [25:17<00:00,  1.84it/s]\nEpoch 0: |          | 2786/? [25:17<00:00,  1.84it/s]\nEpoch 0: |          | 2786/? [25:17<00:00,  1.84it/s]\nEpoch 0: |          | 2787/? [25:17<00:00,  1.84it/s]\nEpoch 0: |          | 2787/? [25:17<00:00,  1.84it/s]\nEpoch 0: |          | 2788/? [25:18<00:00,  1.84it/s]\nEpoch 0: |          | 2788/? [25:18<00:00,  1.84it/s]\nEpoch 0: |          | 2789/? [25:18<00:00,  1.84it/s]\nEpoch 0: |          | 2789/? [25:18<00:00,  1.84it/s]\nEpoch 0: |          | 2790/? [25:19<00:00,  1.84it/s]\nEpoch 0: |          | 2790/? [25:19<00:00,  1.84it/s]\nEpoch 0: |          | 2791/? [25:19<00:00,  1.84it/s]\nEpoch 0: |          | 2791/? [25:19<00:00,  1.84it/s]\nEpoch 0: |          | 2792/? [25:19<00:00,  1.84it/s]\nEpoch 0: |          | 2792/? [25:19<00:00,  1.84it/s]\nEpoch 0: |          | 2793/? [25:20<00:00,  1.84it/s]\nEpoch 0: |          | 2793/? [25:20<00:00,  1.84it/s]\nEpoch 0: |          | 2794/? [25:20<00:00,  1.84it/s]\nEpoch 0: |          | 2794/? [25:20<00:00,  1.84it/s]\nEpoch 0: |          | 2795/? [25:21<00:00,  1.84it/s]\nEpoch 0: |          | 2795/? [25:21<00:00,  1.84it/s]\nEpoch 0: |          | 2796/? [25:21<00:00,  1.84it/s]\nEpoch 0: |          | 2796/? [25:21<00:00,  1.84it/s]\nEpoch 0: |          | 2797/? [25:21<00:00,  1.84it/s]\nEpoch 0: |          | 2797/? [25:21<00:00,  1.84it/s]\nEpoch 0: |          | 2798/? [25:22<00:00,  1.84it/s]\nEpoch 0: |          | 2798/? [25:22<00:00,  1.84it/s]\nEpoch 0: |          | 2799/? [25:22<00:00,  1.84it/s]\nEpoch 0: |          | 2799/? [25:22<00:00,  1.84it/s]\nEpoch 0: |          | 2800/? [25:23<00:00,  1.84it/s]\nEpoch 0: |          | 2800/? [25:23<00:00,  1.84it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  5.72it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  5.18it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  5.30it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  5.10it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 2800/? [25:23<00:00,  1.84it/s]\nEpoch 0: |          | 2801/? [25:24<00:00,  1.84it/s]\nEpoch 0: |          | 2801/? [25:24<00:00,  1.84it/s]\nEpoch 0: |          | 2802/? [25:24<00:00,  1.84it/s]\nEpoch 0: |          | 2802/? [25:24<00:00,  1.84it/s]\nEpoch 0: |          | 2803/? [25:25<00:00,  1.84it/s]\nEpoch 0: |          | 2803/? [25:25<00:00,  1.84it/s]\nEpoch 0: |          | 2804/? [25:25<00:00,  1.84it/s]\nEpoch 0: |          | 2804/? [25:25<00:00,  1.84it/s]\nEpoch 0: |          | 2805/? [25:26<00:00,  1.84it/s]\nEpoch 0: |          | 2805/? [25:26<00:00,  1.84it/s]\nEpoch 0: |          | 2806/? [25:26<00:00,  1.84it/s]\nEpoch 0: |          | 2806/? [25:26<00:00,  1.84it/s]\nEpoch 0: |          | 2807/? [25:26<00:00,  1.84it/s]\nEpoch 0: |          | 2807/? [25:26<00:00,  1.84it/s]\nEpoch 0: |          | 2808/? [25:27<00:00,  1.84it/s]\nEpoch 0: |          | 2808/? [25:27<00:00,  1.84it/s]\nEpoch 0: |          | 2809/? [25:27<00:00,  1.84it/s]\nEpoch 0: |          | 2809/? [25:27<00:00,  1.84it/s]\nEpoch 0: |          | 2810/? [25:28<00:00,  1.84it/s]\nEpoch 0: |          | 2810/? [25:28<00:00,  1.84it/s]\nEpoch 0: |          | 2811/? [25:28<00:00,  1.84it/s]\nEpoch 0: |          | 2811/? [25:28<00:00,  1.84it/s]\nEpoch 0: |          | 2812/? [25:28<00:00,  1.84it/s]\nEpoch 0: |          | 2812/? [25:28<00:00,  1.84it/s]\nEpoch 0: |          | 2813/? [25:29<00:00,  1.84it/s]\nEpoch 0: |          | 2813/? [25:29<00:00,  1.84it/s]\nEpoch 0: |          | 2814/? [25:29<00:00,  1.84it/s]\nEpoch 0: |          | 2814/? [25:29<00:00,  1.84it/s]\nEpoch 0: |          | 2815/? [25:30<00:00,  1.84it/s]\nEpoch 0: |          | 2815/? [25:30<00:00,  1.84it/s]\nEpoch 0: |          | 2816/? [25:30<00:00,  1.84it/s]\nEpoch 0: |          | 2816/? [25:30<00:00,  1.84it/s]\nEpoch 0: |          | 2817/? [25:30<00:00,  1.84it/s]\nEpoch 0: |          | 2817/? [25:30<00:00,  1.84it/s]\nEpoch 0: |          | 2818/? [25:31<00:00,  1.84it/s]\nEpoch 0: |          | 2818/? [25:31<00:00,  1.84it/s]\nEpoch 0: |          | 2819/? [25:31<00:00,  1.84it/s]\nEpoch 0: |          | 2819/? [25:31<00:00,  1.84it/s]\nEpoch 0: |          | 2820/? [25:32<00:00,  1.84it/s]\nEpoch 0: |          | 2820/? [25:32<00:00,  1.84it/s]\nEpoch 0: |          | 2821/? [25:32<00:00,  1.84it/s]\nEpoch 0: |          | 2821/? [25:32<00:00,  1.84it/s]\nEpoch 0: |          | 2822/? [25:32<00:00,  1.84it/s]\nEpoch 0: |          | 2822/? [25:32<00:00,  1.84it/s]\nEpoch 0: |          | 2823/? [25:33<00:00,  1.84it/s]\nEpoch 0: |          | 2823/? [25:33<00:00,  1.84it/s]\nEpoch 0: |          | 2824/? [25:33<00:00,  1.84it/s]\nEpoch 0: |          | 2824/? [25:33<00:00,  1.84it/s]\nEpoch 0: |          | 2825/? [25:34<00:00,  1.84it/s]\nEpoch 0: |          | 2825/? [25:34<00:00,  1.84it/s]\nEpoch 0: |          | 2826/? [25:34<00:00,  1.84it/s]\nEpoch 0: |          | 2826/? [25:34<00:00,  1.84it/s]\nEpoch 0: |          | 2827/? [25:34<00:00,  1.84it/s]\nEpoch 0: |          | 2827/? [25:34<00:00,  1.84it/s]\nEpoch 0: |          | 2828/? [25:35<00:00,  1.84it/s]\nEpoch 0: |          | 2828/? [25:35<00:00,  1.84it/s]\nEpoch 0: |          | 2829/? [25:35<00:00,  1.84it/s]\nEpoch 0: |          | 2829/? [25:35<00:00,  1.84it/s]\nEpoch 0: |          | 2830/? [25:36<00:00,  1.84it/s]\nEpoch 0: |          | 2830/? [25:36<00:00,  1.84it/s]\nEpoch 0: |          | 2831/? [25:36<00:00,  1.84it/s]\nEpoch 0: |          | 2831/? [25:36<00:00,  1.84it/s]\nEpoch 0: |          | 2832/? [25:36<00:00,  1.84it/s]\nEpoch 0: |          | 2832/? [25:36<00:00,  1.84it/s]\nEpoch 0: |          | 2833/? [25:37<00:00,  1.84it/s]\nEpoch 0: |          | 2833/? [25:37<00:00,  1.84it/s]\nEpoch 0: |          | 2834/? [25:37<00:00,  1.84it/s]\nEpoch 0: |          | 2834/? [25:37<00:00,  1.84it/s]\nEpoch 0: |          | 2835/? [25:38<00:00,  1.84it/s]\nEpoch 0: |          | 2835/? [25:38<00:00,  1.84it/s]\nEpoch 0: |          | 2836/? [25:38<00:00,  1.84it/s]\nEpoch 0: |          | 2836/? [25:38<00:00,  1.84it/s]\nEpoch 0: |          | 2837/? [25:38<00:00,  1.84it/s]\nEpoch 0: |          | 2837/? [25:38<00:00,  1.84it/s]\nEpoch 0: |          | 2838/? [25:39<00:00,  1.84it/s]\nEpoch 0: |          | 2838/? [25:39<00:00,  1.84it/s]\nEpoch 0: |          | 2839/? [25:39<00:00,  1.84it/s]\nEpoch 0: |          | 2839/? [25:39<00:00,  1.84it/s]\nEpoch 0: |          | 2840/? [25:40<00:00,  1.84it/s]\nEpoch 0: |          | 2840/? [25:40<00:00,  1.84it/s]\nEpoch 0: |          | 2841/? [25:40<00:00,  1.84it/s]\nEpoch 0: |          | 2841/? [25:40<00:00,  1.84it/s]\nEpoch 0: |          | 2842/? [25:40<00:00,  1.84it/s]\nEpoch 0: |          | 2842/? [25:40<00:00,  1.84it/s]\nEpoch 0: |          | 2843/? [25:41<00:00,  1.84it/s]\nEpoch 0: |          | 2843/? [25:41<00:00,  1.84it/s]\nEpoch 0: |          | 2844/? [25:41<00:00,  1.84it/s]\nEpoch 0: |          | 2844/? [25:41<00:00,  1.84it/s]\nEpoch 0: |          | 2845/? [25:42<00:00,  1.84it/s]\nEpoch 0: |          | 2845/? [25:42<00:00,  1.84it/s]\nEpoch 0: |          | 2846/? [25:42<00:00,  1.85it/s]\nEpoch 0: |          | 2846/? [25:42<00:00,  1.85it/s]\nEpoch 0: |          | 2847/? [25:42<00:00,  1.85it/s]\nEpoch 0: |          | 2847/? [25:42<00:00,  1.85it/s]\nEpoch 0: |          | 2848/? [25:43<00:00,  1.85it/s]\nEpoch 0: |          | 2848/? [25:43<00:00,  1.85it/s]\nEpoch 0: |          | 2849/? [25:43<00:00,  1.85it/s]\nEpoch 0: |          | 2849/? [25:43<00:00,  1.85it/s]\nEpoch 0: |          | 2850/? [25:44<00:00,  1.85it/s]\nEpoch 0: |          | 2850/? [25:44<00:00,  1.85it/s]\nEpoch 0: |          | 2851/? [25:44<00:00,  1.85it/s]\nEpoch 0: |          | 2851/? [25:44<00:00,  1.85it/s]\nEpoch 0: |          | 2852/? [25:44<00:00,  1.85it/s]\nEpoch 0: |          | 2852/? [25:44<00:00,  1.85it/s]\nEpoch 0: |          | 2853/? [25:45<00:00,  1.85it/s]\nEpoch 0: |          | 2853/? [25:45<00:00,  1.85it/s]\nEpoch 0: |          | 2854/? [25:45<00:00,  1.85it/s]\nEpoch 0: |          | 2854/? [25:45<00:00,  1.85it/s]\nEpoch 0: |          | 2855/? [25:46<00:00,  1.85it/s]\nEpoch 0: |          | 2855/? [25:46<00:00,  1.85it/s]\nEpoch 0: |          | 2856/? [25:46<00:00,  1.85it/s]\nEpoch 0: |          | 2856/? [25:46<00:00,  1.85it/s]\nEpoch 0: |          | 2857/? [25:46<00:00,  1.85it/s]\nEpoch 0: |          | 2857/? [25:46<00:00,  1.85it/s]\nEpoch 0: |          | 2858/? [25:47<00:00,  1.85it/s]\nEpoch 0: |          | 2858/? [25:47<00:00,  1.85it/s]\nEpoch 0: |          | 2859/? [25:47<00:00,  1.85it/s]\nEpoch 0: |          | 2859/? [25:47<00:00,  1.85it/s]\nEpoch 0: |          | 2860/? [25:48<00:00,  1.85it/s]\nEpoch 0: |          | 2860/? [25:48<00:00,  1.85it/s]\nEpoch 0: |          | 2861/? [25:48<00:00,  1.85it/s]\nEpoch 0: |          | 2861/? [25:48<00:00,  1.85it/s]\nEpoch 0: |          | 2862/? [25:48<00:00,  1.85it/s]\nEpoch 0: |          | 2862/? [25:48<00:00,  1.85it/s]\nEpoch 0: |          | 2863/? [25:49<00:00,  1.85it/s]\nEpoch 0: |          | 2863/? [25:49<00:00,  1.85it/s]\nEpoch 0: |          | 2864/? [25:49<00:00,  1.85it/s]\nEpoch 0: |          | 2864/? [25:49<00:00,  1.85it/s]\nEpoch 0: |          | 2865/? [25:50<00:00,  1.85it/s]\nEpoch 0: |          | 2865/? [25:50<00:00,  1.85it/s]\nEpoch 0: |          | 2866/? [25:50<00:00,  1.85it/s]\nEpoch 0: |          | 2866/? [25:50<00:00,  1.85it/s]\nEpoch 0: |          | 2867/? [25:50<00:00,  1.85it/s]\nEpoch 0: |          | 2867/? [25:50<00:00,  1.85it/s]\nEpoch 0: |          | 2868/? [25:51<00:00,  1.85it/s]\nEpoch 0: |          | 2868/? [25:51<00:00,  1.85it/s]\nEpoch 0: |          | 2869/? [25:51<00:00,  1.85it/s]\nEpoch 0: |          | 2869/? [25:51<00:00,  1.85it/s]\nEpoch 0: |          | 2870/? [25:52<00:00,  1.85it/s]\nEpoch 0: |          | 2870/? [25:52<00:00,  1.85it/s]\nEpoch 0: |          | 2871/? [25:52<00:00,  1.85it/s]\nEpoch 0: |          | 2871/? [25:52<00:00,  1.85it/s]\nEpoch 0: |          | 2872/? [25:52<00:00,  1.85it/s]\nEpoch 0: |          | 2872/? [25:52<00:00,  1.85it/s]\nEpoch 0: |          | 2873/? [25:53<00:00,  1.85it/s]\nEpoch 0: |          | 2873/? [25:53<00:00,  1.85it/s]\nEpoch 0: |          | 2874/? [25:53<00:00,  1.85it/s]\nEpoch 0: |          | 2874/? [25:53<00:00,  1.85it/s]\nEpoch 0: |          | 2875/? [25:54<00:00,  1.85it/s]\nEpoch 0: |          | 2875/? [25:54<00:00,  1.85it/s]\nEpoch 0: |          | 2876/? [25:54<00:00,  1.85it/s]\nEpoch 0: |          | 2876/? [25:54<00:00,  1.85it/s]\nEpoch 0: |          | 2877/? [25:54<00:00,  1.85it/s]\nEpoch 0: |          | 2877/? [25:54<00:00,  1.85it/s]\nEpoch 0: |          | 2878/? [25:55<00:00,  1.85it/s]\nEpoch 0: |          | 2878/? [25:55<00:00,  1.85it/s]\nEpoch 0: |          | 2879/? [25:55<00:00,  1.85it/s]\nEpoch 0: |          | 2879/? [25:55<00:00,  1.85it/s]\nEpoch 0: |          | 2880/? [25:56<00:00,  1.85it/s]\nEpoch 0: |          | 2880/? [25:56<00:00,  1.85it/s]\nEpoch 0: |          | 2881/? [25:56<00:00,  1.85it/s]\nEpoch 0: |          | 2881/? [25:56<00:00,  1.85it/s]\nEpoch 0: |          | 2882/? [25:56<00:00,  1.85it/s]\nEpoch 0: |          | 2882/? [25:56<00:00,  1.85it/s]\nEpoch 0: |          | 2883/? [25:57<00:00,  1.85it/s]\nEpoch 0: |          | 2883/? [25:57<00:00,  1.85it/s]\nEpoch 0: |          | 2884/? [25:57<00:00,  1.85it/s]\nEpoch 0: |          | 2884/? [25:57<00:00,  1.85it/s]\nEpoch 0: |          | 2885/? [25:58<00:00,  1.85it/s]\nEpoch 0: |          | 2885/? [25:58<00:00,  1.85it/s]\nEpoch 0: |          | 2886/? [25:58<00:00,  1.85it/s]\nEpoch 0: |          | 2886/? [25:58<00:00,  1.85it/s]\nEpoch 0: |          | 2887/? [25:58<00:00,  1.85it/s]\nEpoch 0: |          | 2887/? [25:58<00:00,  1.85it/s]\nEpoch 0: |          | 2888/? [25:59<00:00,  1.85it/s]\nEpoch 0: |          | 2888/? [25:59<00:00,  1.85it/s]\nEpoch 0: |          | 2889/? [25:59<00:00,  1.85it/s]\nEpoch 0: |          | 2889/? [25:59<00:00,  1.85it/s]\nEpoch 0: |          | 2890/? [26:00<00:00,  1.85it/s]\nEpoch 0: |          | 2890/? [26:00<00:00,  1.85it/s]\nEpoch 0: |          | 2891/? [26:00<00:00,  1.85it/s]\nEpoch 0: |          | 2891/? [26:00<00:00,  1.85it/s]\nEpoch 0: |          | 2892/? [26:01<00:00,  1.85it/s]\nEpoch 0: |          | 2892/? [26:01<00:00,  1.85it/s]\nEpoch 0: |          | 2893/? [26:01<00:00,  1.85it/s]\nEpoch 0: |          | 2893/? [26:01<00:00,  1.85it/s]\nEpoch 0: |          | 2894/? [26:01<00:00,  1.85it/s]\nEpoch 0: |          | 2894/? [26:01<00:00,  1.85it/s]\nEpoch 0: |          | 2895/? [26:02<00:00,  1.85it/s]\nEpoch 0: |          | 2895/? [26:02<00:00,  1.85it/s]\nEpoch 0: |          | 2896/? [26:02<00:00,  1.85it/s]\nEpoch 0: |          | 2896/? [26:02<00:00,  1.85it/s]\nEpoch 0: |          | 2897/? [26:03<00:00,  1.85it/s]\nEpoch 0: |          | 2897/? [26:03<00:00,  1.85it/s]\nEpoch 0: |          | 2898/? [26:03<00:00,  1.85it/s]\nEpoch 0: |          | 2898/? [26:03<00:00,  1.85it/s]\nEpoch 0: |          | 2899/? [26:03<00:00,  1.85it/s]\nEpoch 0: |          | 2899/? [26:03<00:00,  1.85it/s]\nEpoch 0: |          | 2900/? [26:04<00:00,  1.85it/s]\nEpoch 0: |          | 2900/? [26:04<00:00,  1.85it/s]\nEpoch 0: |          | 2901/? [26:04<00:00,  1.85it/s]\nEpoch 0: |          | 2901/? [26:04<00:00,  1.85it/s]\nEpoch 0: |          | 2902/? [26:04<00:00,  1.85it/s]\nEpoch 0: |          | 2902/? [26:04<00:00,  1.85it/s]\nEpoch 0: |          | 2903/? [26:05<00:00,  1.85it/s]\nEpoch 0: |          | 2903/? [26:05<00:00,  1.85it/s]\nEpoch 0: |          | 2904/? [26:05<00:00,  1.85it/s]\nEpoch 0: |          | 2904/? [26:05<00:00,  1.85it/s]\nEpoch 0: |          | 2905/? [26:06<00:00,  1.85it/s]\nEpoch 0: |          | 2905/? [26:06<00:00,  1.85it/s]\nEpoch 0: |          | 2906/? [26:06<00:00,  1.85it/s]\nEpoch 0: |          | 2906/? [26:06<00:00,  1.85it/s]\nEpoch 0: |          | 2907/? [26:06<00:00,  1.86it/s]\nEpoch 0: |          | 2907/? [26:06<00:00,  1.86it/s]\nEpoch 0: |          | 2908/? [26:07<00:00,  1.86it/s]\nEpoch 0: |          | 2908/? [26:07<00:00,  1.86it/s]\nEpoch 0: |          | 2909/? [26:07<00:00,  1.86it/s]\nEpoch 0: |          | 2909/? [26:07<00:00,  1.86it/s]\nEpoch 0: |          | 2910/? [26:08<00:00,  1.86it/s]\nEpoch 0: |          | 2910/? [26:08<00:00,  1.86it/s]\nEpoch 0: |          | 2911/? [26:08<00:00,  1.86it/s]\nEpoch 0: |          | 2911/? [26:08<00:00,  1.86it/s]\nEpoch 0: |          | 2912/? [26:08<00:00,  1.86it/s]\nEpoch 0: |          | 2912/? [26:08<00:00,  1.86it/s]\nEpoch 0: |          | 2913/? [26:09<00:00,  1.86it/s]\nEpoch 0: |          | 2913/? [26:09<00:00,  1.86it/s]\nEpoch 0: |          | 2914/? [26:09<00:00,  1.86it/s]\nEpoch 0: |          | 2914/? [26:09<00:00,  1.86it/s]\nEpoch 0: |          | 2915/? [26:10<00:00,  1.86it/s]\nEpoch 0: |          | 2915/? [26:10<00:00,  1.86it/s]\nEpoch 0: |          | 2916/? [26:10<00:00,  1.86it/s]\nEpoch 0: |          | 2916/? [26:10<00:00,  1.86it/s]\nEpoch 0: |          | 2917/? [26:10<00:00,  1.86it/s]\nEpoch 0: |          | 2917/? [26:10<00:00,  1.86it/s]\nEpoch 0: |          | 2918/? [26:11<00:00,  1.86it/s]\nEpoch 0: |          | 2918/? [26:11<00:00,  1.86it/s]\nEpoch 0: |          | 2919/? [26:11<00:00,  1.86it/s]\nEpoch 0: |          | 2919/? [26:11<00:00,  1.86it/s]\nEpoch 0: |          | 2920/? [26:12<00:00,  1.86it/s]\nEpoch 0: |          | 2920/? [26:12<00:00,  1.86it/s]\nEpoch 0: |          | 2921/? [26:12<00:00,  1.86it/s]\nEpoch 0: |          | 2921/? [26:12<00:00,  1.86it/s]\nEpoch 0: |          | 2922/? [26:12<00:00,  1.86it/s]\nEpoch 0: |          | 2922/? [26:12<00:00,  1.86it/s]\nEpoch 0: |          | 2923/? [26:13<00:00,  1.86it/s]\nEpoch 0: |          | 2923/? [26:13<00:00,  1.86it/s]\nEpoch 0: |          | 2924/? [26:13<00:00,  1.86it/s]\nEpoch 0: |          | 2924/? [26:13<00:00,  1.86it/s]\nEpoch 0: |          | 2925/? [26:14<00:00,  1.86it/s]\nEpoch 0: |          | 2925/? [26:14<00:00,  1.86it/s]\nEpoch 0: |          | 2926/? [26:14<00:00,  1.86it/s]\nEpoch 0: |          | 2926/? [26:14<00:00,  1.86it/s]\nEpoch 0: |          | 2927/? [26:14<00:00,  1.86it/s]\nEpoch 0: |          | 2927/? [26:14<00:00,  1.86it/s]\nEpoch 0: |          | 2928/? [26:15<00:00,  1.86it/s]\nEpoch 0: |          | 2928/? [26:15<00:00,  1.86it/s]\nEpoch 0: |          | 2929/? [26:15<00:00,  1.86it/s]\nEpoch 0: |          | 2929/? [26:15<00:00,  1.86it/s]\nEpoch 0: |          | 2930/? [26:16<00:00,  1.86it/s]\nEpoch 0: |          | 2930/? [26:16<00:00,  1.86it/s]\nEpoch 0: |          | 2931/? [26:16<00:00,  1.86it/s]\nEpoch 0: |          | 2931/? [26:16<00:00,  1.86it/s]\nEpoch 0: |          | 2932/? [26:17<00:00,  1.86it/s]\nEpoch 0: |          | 2932/? [26:17<00:00,  1.86it/s]\nEpoch 0: |          | 2933/? [26:17<00:00,  1.86it/s]\nEpoch 0: |          | 2933/? [26:17<00:00,  1.86it/s]\nEpoch 0: |          | 2934/? [26:17<00:00,  1.86it/s]\nEpoch 0: |          | 2934/? [26:17<00:00,  1.86it/s]\nEpoch 0: |          | 2935/? [26:18<00:00,  1.86it/s]\nEpoch 0: |          | 2935/? [26:18<00:00,  1.86it/s]\nEpoch 0: |          | 2936/? [26:18<00:00,  1.86it/s]\nEpoch 0: |          | 2936/? [26:18<00:00,  1.86it/s]\nEpoch 0: |          | 2937/? [26:19<00:00,  1.86it/s]\nEpoch 0: |          | 2937/? [26:19<00:00,  1.86it/s]\nEpoch 0: |          | 2938/? [26:19<00:00,  1.86it/s]\nEpoch 0: |          | 2938/? [26:19<00:00,  1.86it/s]\nEpoch 0: |          | 2939/? [26:19<00:00,  1.86it/s]\nEpoch 0: |          | 2939/? [26:19<00:00,  1.86it/s]\nEpoch 0: |          | 2940/? [26:20<00:00,  1.86it/s]\nEpoch 0: |          | 2940/? [26:20<00:00,  1.86it/s]\nEpoch 0: |          | 2941/? [26:20<00:00,  1.86it/s]\nEpoch 0: |          | 2941/? [26:20<00:00,  1.86it/s]\nEpoch 0: |          | 2942/? [26:21<00:00,  1.86it/s]\nEpoch 0: |          | 2942/? [26:21<00:00,  1.86it/s]\nEpoch 0: |          | 2943/? [26:21<00:00,  1.86it/s]\nEpoch 0: |          | 2943/? [26:21<00:00,  1.86it/s]\nEpoch 0: |          | 2944/? [26:21<00:00,  1.86it/s]\nEpoch 0: |          | 2944/? [26:21<00:00,  1.86it/s]\nEpoch 0: |          | 2945/? [26:22<00:00,  1.86it/s]\nEpoch 0: |          | 2945/? [26:22<00:00,  1.86it/s]\nEpoch 0: |          | 2946/? [26:22<00:00,  1.86it/s]\nEpoch 0: |          | 2946/? [26:22<00:00,  1.86it/s]\nEpoch 0: |          | 2947/? [26:23<00:00,  1.86it/s]\nEpoch 0: |          | 2947/? [26:23<00:00,  1.86it/s]\nEpoch 0: |          | 2948/? [26:23<00:00,  1.86it/s]\nEpoch 0: |          | 2948/? [26:23<00:00,  1.86it/s]\nEpoch 0: |          | 2949/? [26:23<00:00,  1.86it/s]\nEpoch 0: |          | 2949/? [26:23<00:00,  1.86it/s]\nEpoch 0: |          | 2950/? [26:24<00:00,  1.86it/s]\nEpoch 0: |          | 2950/? [26:24<00:00,  1.86it/s]\nEpoch 0: |          | 2951/? [26:24<00:00,  1.86it/s]\nEpoch 0: |          | 2951/? [26:24<00:00,  1.86it/s]\nEpoch 0: |          | 2952/? [26:25<00:00,  1.86it/s]\nEpoch 0: |          | 2952/? [26:25<00:00,  1.86it/s]\nEpoch 0: |          | 2953/? [26:25<00:00,  1.86it/s]\nEpoch 0: |          | 2953/? [26:25<00:00,  1.86it/s]\nEpoch 0: |          | 2954/? [26:25<00:00,  1.86it/s]\nEpoch 0: |          | 2954/? [26:25<00:00,  1.86it/s]\nEpoch 0: |          | 2955/? [26:26<00:00,  1.86it/s]\nEpoch 0: |          | 2955/? [26:26<00:00,  1.86it/s]\nEpoch 0: |          | 2956/? [26:26<00:00,  1.86it/s]\nEpoch 0: |          | 2956/? [26:26<00:00,  1.86it/s]\nEpoch 0: |          | 2957/? [26:27<00:00,  1.86it/s]\nEpoch 0: |          | 2957/? [26:27<00:00,  1.86it/s]\nEpoch 0: |          | 2958/? [26:27<00:00,  1.86it/s]\nEpoch 0: |          | 2958/? [26:27<00:00,  1.86it/s]\nEpoch 0: |          | 2959/? [26:27<00:00,  1.86it/s]\nEpoch 0: |          | 2959/? [26:27<00:00,  1.86it/s]\nEpoch 0: |          | 2960/? [26:28<00:00,  1.86it/s]\nEpoch 0: |          | 2960/? [26:28<00:00,  1.86it/s]\nEpoch 0: |          | 2961/? [26:28<00:00,  1.86it/s]\nEpoch 0: |          | 2961/? [26:28<00:00,  1.86it/s]\nEpoch 0: |          | 2962/? [26:29<00:00,  1.86it/s]\nEpoch 0: |          | 2962/? [26:29<00:00,  1.86it/s]\nEpoch 0: |          | 2963/? [26:29<00:00,  1.86it/s]\nEpoch 0: |          | 2963/? [26:29<00:00,  1.86it/s]\nEpoch 0: |          | 2964/? [26:29<00:00,  1.86it/s]\nEpoch 0: |          | 2964/? [26:29<00:00,  1.86it/s]\nEpoch 0: |          | 2965/? [26:30<00:00,  1.86it/s]\nEpoch 0: |          | 2965/? [26:30<00:00,  1.86it/s]\nEpoch 0: |          | 2966/? [26:30<00:00,  1.86it/s]\nEpoch 0: |          | 2966/? [26:30<00:00,  1.86it/s]\nEpoch 0: |          | 2967/? [26:31<00:00,  1.86it/s]\nEpoch 0: |          | 2967/? [26:31<00:00,  1.86it/s]\nEpoch 0: |          | 2968/? [26:31<00:00,  1.86it/s]\nEpoch 0: |          | 2968/? [26:31<00:00,  1.86it/s]\nEpoch 0: |          | 2969/? [26:31<00:00,  1.87it/s]\nEpoch 0: |          | 2969/? [26:31<00:00,  1.87it/s]\nEpoch 0: |          | 2970/? [26:32<00:00,  1.87it/s]\nEpoch 0: |          | 2970/? [26:32<00:00,  1.87it/s]\nEpoch 0: |          | 2971/? [26:32<00:00,  1.87it/s]\nEpoch 0: |          | 2971/? [26:32<00:00,  1.87it/s]\nEpoch 0: |          | 2972/? [26:33<00:00,  1.87it/s]\nEpoch 0: |          | 2972/? [26:33<00:00,  1.87it/s]\nEpoch 0: |          | 2973/? [26:33<00:00,  1.87it/s]\nEpoch 0: |          | 2973/? [26:33<00:00,  1.87it/s]\nEpoch 0: |          | 2974/? [26:33<00:00,  1.87it/s]\nEpoch 0: |          | 2974/? [26:33<00:00,  1.87it/s]\nEpoch 0: |          | 2975/? [26:34<00:00,  1.87it/s]\nEpoch 0: |          | 2975/? [26:34<00:00,  1.87it/s]\nEpoch 0: |          | 2976/? [26:34<00:00,  1.87it/s]\nEpoch 0: |          | 2976/? [26:34<00:00,  1.87it/s]\nEpoch 0: |          | 2977/? [26:35<00:00,  1.87it/s]\nEpoch 0: |          | 2977/? [26:35<00:00,  1.87it/s]\nEpoch 0: |          | 2978/? [26:35<00:00,  1.87it/s]\nEpoch 0: |          | 2978/? [26:35<00:00,  1.87it/s]\nEpoch 0: |          | 2979/? [26:36<00:00,  1.87it/s]\nEpoch 0: |          | 2979/? [26:36<00:00,  1.87it/s]\nEpoch 0: |          | 2980/? [26:36<00:00,  1.87it/s]\nEpoch 0: |          | 2980/? [26:36<00:00,  1.87it/s]\nEpoch 0: |          | 2981/? [26:36<00:00,  1.87it/s]\nEpoch 0: |          | 2981/? [26:36<00:00,  1.87it/s]\nEpoch 0: |          | 2982/? [26:37<00:00,  1.87it/s]\nEpoch 0: |          | 2982/? [26:37<00:00,  1.87it/s]\nEpoch 0: |          | 2983/? [26:37<00:00,  1.87it/s]\nEpoch 0: |          | 2983/? [26:37<00:00,  1.87it/s]\nEpoch 0: |          | 2984/? [26:38<00:00,  1.87it/s]\nEpoch 0: |          | 2984/? [26:38<00:00,  1.87it/s]\nEpoch 0: |          | 2985/? [26:38<00:00,  1.87it/s]\nEpoch 0: |          | 2985/? [26:38<00:00,  1.87it/s]\nEpoch 0: |          | 2986/? [26:38<00:00,  1.87it/s]\nEpoch 0: |          | 2986/? [26:38<00:00,  1.87it/s]\nEpoch 0: |          | 2987/? [26:39<00:00,  1.87it/s]\nEpoch 0: |          | 2987/? [26:39<00:00,  1.87it/s]\nEpoch 0: |          | 2988/? [26:39<00:00,  1.87it/s]\nEpoch 0: |          | 2988/? [26:39<00:00,  1.87it/s]\nEpoch 0: |          | 2989/? [26:40<00:00,  1.87it/s]\nEpoch 0: |          | 2989/? [26:40<00:00,  1.87it/s]\nEpoch 0: |          | 2990/? [26:40<00:00,  1.87it/s]\nEpoch 0: |          | 2990/? [26:40<00:00,  1.87it/s]\nEpoch 0: |          | 2991/? [26:40<00:00,  1.87it/s]\nEpoch 0: |          | 2991/? [26:40<00:00,  1.87it/s]\nEpoch 0: |          | 2992/? [26:41<00:00,  1.87it/s]\nEpoch 0: |          | 2992/? [26:41<00:00,  1.87it/s]\nEpoch 0: |          | 2993/? [26:41<00:00,  1.87it/s]\nEpoch 0: |          | 2993/? [26:41<00:00,  1.87it/s]\nEpoch 0: |          | 2994/? [26:42<00:00,  1.87it/s]\nEpoch 0: |          | 2994/? [26:42<00:00,  1.87it/s]\nEpoch 0: |          | 2995/? [26:42<00:00,  1.87it/s]\nEpoch 0: |          | 2995/? [26:42<00:00,  1.87it/s]\nEpoch 0: |          | 2996/? [26:42<00:00,  1.87it/s]\nEpoch 0: |          | 2996/? [26:42<00:00,  1.87it/s]\nEpoch 0: |          | 2997/? [26:43<00:00,  1.87it/s]\nEpoch 0: |          | 2997/? [26:43<00:00,  1.87it/s]\nEpoch 0: |          | 2998/? [26:43<00:00,  1.87it/s]\nEpoch 0: |          | 2998/? [26:43<00:00,  1.87it/s]\nEpoch 0: |          | 2999/? [26:44<00:00,  1.87it/s]\nEpoch 0: |          | 2999/? [26:44<00:00,  1.87it/s]\nEpoch 0: |          | 3000/? [26:44<00:00,  1.87it/s]\nEpoch 0: |          | 3000/? [26:44<00:00,  1.87it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  6.00it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  5.21it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  5.35it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  5.20it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 3000/? [26:45<00:00,  1.87it/s]\nEpoch 0: |          | 3001/? [26:45<00:00,  1.87it/s]\nEpoch 0: |          | 3001/? [26:45<00:00,  1.87it/s]\nEpoch 0: |          | 3002/? [26:46<00:00,  1.87it/s]\nEpoch 0: |          | 3002/? [26:46<00:00,  1.87it/s]\nEpoch 0: |          | 3003/? [26:46<00:00,  1.87it/s]\nEpoch 0: |          | 3003/? [26:46<00:00,  1.87it/s]\nEpoch 0: |          | 3004/? [26:46<00:00,  1.87it/s]\nEpoch 0: |          | 3004/? [26:46<00:00,  1.87it/s]\nEpoch 0: |          | 3005/? [26:47<00:00,  1.87it/s]\nEpoch 0: |          | 3005/? [26:47<00:00,  1.87it/s]\nEpoch 0: |          | 3006/? [26:47<00:00,  1.87it/s]\nEpoch 0: |          | 3006/? [26:47<00:00,  1.87it/s]\nEpoch 0: |          | 3007/? [26:48<00:00,  1.87it/s]\nEpoch 0: |          | 3007/? [26:48<00:00,  1.87it/s]\nEpoch 0: |          | 3008/? [26:48<00:00,  1.87it/s]\nEpoch 0: |          | 3008/? [26:48<00:00,  1.87it/s]\nEpoch 0: |          | 3009/? [26:49<00:00,  1.87it/s]\nEpoch 0: |          | 3009/? [26:49<00:00,  1.87it/s]\nEpoch 0: |          | 3010/? [26:49<00:00,  1.87it/s]\nEpoch 0: |          | 3010/? [26:49<00:00,  1.87it/s]\nEpoch 0: |          | 3011/? [26:49<00:00,  1.87it/s]\nEpoch 0: |          | 3011/? [26:49<00:00,  1.87it/s]\nEpoch 0: |          | 3012/? [26:50<00:00,  1.87it/s]\nEpoch 0: |          | 3012/? [26:50<00:00,  1.87it/s]\nEpoch 0: |          | 3013/? [26:50<00:00,  1.87it/s]\nEpoch 0: |          | 3013/? [26:50<00:00,  1.87it/s]\nEpoch 0: |          | 3014/? [26:51<00:00,  1.87it/s]\nEpoch 0: |          | 3014/? [26:51<00:00,  1.87it/s]\nEpoch 0: |          | 3015/? [26:51<00:00,  1.87it/s]\nEpoch 0: |          | 3015/? [26:51<00:00,  1.87it/s]\nEpoch 0: |          | 3016/? [26:51<00:00,  1.87it/s]\nEpoch 0: |          | 3016/? [26:51<00:00,  1.87it/s]\nEpoch 0: |          | 3017/? [26:52<00:00,  1.87it/s]\nEpoch 0: |          | 3017/? [26:52<00:00,  1.87it/s]\nEpoch 0: |          | 3018/? [26:52<00:00,  1.87it/s]\nEpoch 0: |          | 3018/? [26:52<00:00,  1.87it/s]\nEpoch 0: |          | 3019/? [26:53<00:00,  1.87it/s]\nEpoch 0: |          | 3019/? [26:53<00:00,  1.87it/s]\nEpoch 0: |          | 3020/? [26:53<00:00,  1.87it/s]\nEpoch 0: |          | 3020/? [26:53<00:00,  1.87it/s]\nEpoch 0: |          | 3021/? [26:53<00:00,  1.87it/s]\nEpoch 0: |          | 3021/? [26:53<00:00,  1.87it/s]\nEpoch 0: |          | 3022/? [26:54<00:00,  1.87it/s]\nEpoch 0: |          | 3022/? [26:54<00:00,  1.87it/s]\nEpoch 0: |          | 3023/? [26:54<00:00,  1.87it/s]\nEpoch 0: |          | 3023/? [26:54<00:00,  1.87it/s]\nEpoch 0: |          | 3024/? [26:55<00:00,  1.87it/s]\nEpoch 0: |          | 3024/? [26:55<00:00,  1.87it/s]\nEpoch 0: |          | 3025/? [26:55<00:00,  1.87it/s]\nEpoch 0: |          | 3025/? [26:55<00:00,  1.87it/s]\nEpoch 0: |          | 3026/? [26:55<00:00,  1.87it/s]\nEpoch 0: |          | 3026/? [26:55<00:00,  1.87it/s]\nEpoch 0: |          | 3027/? [26:56<00:00,  1.87it/s]\nEpoch 0: |          | 3027/? [26:56<00:00,  1.87it/s]\nEpoch 0: |          | 3028/? [26:56<00:00,  1.87it/s]\nEpoch 0: |          | 3028/? [26:56<00:00,  1.87it/s]\nEpoch 0: |          | 3029/? [26:57<00:00,  1.87it/s]\nEpoch 0: |          | 3029/? [26:57<00:00,  1.87it/s]\nEpoch 0: |          | 3030/? [26:57<00:00,  1.87it/s]\nEpoch 0: |          | 3030/? [26:57<00:00,  1.87it/s]\nEpoch 0: |          | 3031/? [26:57<00:00,  1.87it/s]\nEpoch 0: |          | 3031/? [26:57<00:00,  1.87it/s]\nEpoch 0: |          | 3032/? [26:58<00:00,  1.87it/s]\nEpoch 0: |          | 3032/? [26:58<00:00,  1.87it/s]\nEpoch 0: |          | 3033/? [26:58<00:00,  1.87it/s]\nEpoch 0: |          | 3033/? [26:58<00:00,  1.87it/s]\nEpoch 0: |          | 3034/? [26:59<00:00,  1.87it/s]\nEpoch 0: |          | 3034/? [26:59<00:00,  1.87it/s]\nEpoch 0: |          | 3035/? [26:59<00:00,  1.87it/s]\nEpoch 0: |          | 3035/? [26:59<00:00,  1.87it/s]\nEpoch 0: |          | 3036/? [26:59<00:00,  1.87it/s]\nEpoch 0: |          | 3036/? [26:59<00:00,  1.87it/s]\nEpoch 0: |          | 3037/? [27:00<00:00,  1.87it/s]\nEpoch 0: |          | 3037/? [27:00<00:00,  1.87it/s]\nEpoch 0: |          | 3038/? [27:00<00:00,  1.87it/s]\nEpoch 0: |          | 3038/? [27:00<00:00,  1.87it/s]\nEpoch 0: |          | 3039/? [27:01<00:00,  1.87it/s]\nEpoch 0: |          | 3039/? [27:01<00:00,  1.87it/s]\nEpoch 0: |          | 3040/? [27:01<00:00,  1.87it/s]\nEpoch 0: |          | 3040/? [27:01<00:00,  1.87it/s]\nEpoch 0: |          | 3041/? [27:01<00:00,  1.87it/s]\nEpoch 0: |          | 3041/? [27:01<00:00,  1.87it/s]\nEpoch 0: |          | 3042/? [27:02<00:00,  1.88it/s]\nEpoch 0: |          | 3042/? [27:02<00:00,  1.88it/s]\nEpoch 0: |          | 3043/? [27:02<00:00,  1.88it/s]\nEpoch 0: |          | 3043/? [27:02<00:00,  1.88it/s]\nEpoch 0: |          | 3044/? [27:03<00:00,  1.88it/s]\nEpoch 0: |          | 3044/? [27:03<00:00,  1.88it/s]\nEpoch 0: |          | 3045/? [27:03<00:00,  1.88it/s]\nEpoch 0: |          | 3045/? [27:03<00:00,  1.88it/s]\nEpoch 0: |          | 3046/? [27:03<00:00,  1.88it/s]\nEpoch 0: |          | 3046/? [27:03<00:00,  1.88it/s]\nEpoch 0: |          | 3047/? [27:04<00:00,  1.88it/s]\nEpoch 0: |          | 3047/? [27:04<00:00,  1.88it/s]\nEpoch 0: |          | 3048/? [27:04<00:00,  1.88it/s]\nEpoch 0: |          | 3048/? [27:04<00:00,  1.88it/s]\nEpoch 0: |          | 3049/? [27:05<00:00,  1.88it/s]\nEpoch 0: |          | 3049/? [27:05<00:00,  1.88it/s]\nEpoch 0: |          | 3050/? [27:05<00:00,  1.88it/s]\nEpoch 0: |          | 3050/? [27:05<00:00,  1.88it/s]\nEpoch 0: |          | 3051/? [27:05<00:00,  1.88it/s]\nEpoch 0: |          | 3051/? [27:05<00:00,  1.88it/s]\nEpoch 0: |          | 3052/? [27:06<00:00,  1.88it/s]\nEpoch 0: |          | 3052/? [27:06<00:00,  1.88it/s]\nEpoch 0: |          | 3053/? [27:06<00:00,  1.88it/s]\nEpoch 0: |          | 3053/? [27:06<00:00,  1.88it/s]\nEpoch 0: |          | 3054/? [27:07<00:00,  1.88it/s]\nEpoch 0: |          | 3054/? [27:07<00:00,  1.88it/s]\nEpoch 0: |          | 3055/? [27:07<00:00,  1.88it/s]\nEpoch 0: |          | 3055/? [27:07<00:00,  1.88it/s]\nEpoch 0: |          | 3056/? [27:07<00:00,  1.88it/s]\nEpoch 0: |          | 3056/? [27:07<00:00,  1.88it/s]\nEpoch 0: |          | 3057/? [27:08<00:00,  1.88it/s]\nEpoch 0: |          | 3057/? [27:08<00:00,  1.88it/s]\nEpoch 0: |          | 3058/? [27:08<00:00,  1.88it/s]\nEpoch 0: |          | 3058/? [27:08<00:00,  1.88it/s]\nEpoch 0: |          | 3059/? [27:09<00:00,  1.88it/s]\nEpoch 0: |          | 3059/? [27:09<00:00,  1.88it/s]\nEpoch 0: |          | 3060/? [27:09<00:00,  1.88it/s]\nEpoch 0: |          | 3060/? [27:09<00:00,  1.88it/s]\nEpoch 0: |          | 3061/? [27:10<00:00,  1.88it/s]\nEpoch 0: |          | 3061/? [27:10<00:00,  1.88it/s]\nEpoch 0: |          | 3062/? [27:10<00:00,  1.88it/s]\nEpoch 0: |          | 3062/? [27:10<00:00,  1.88it/s]\nEpoch 0: |          | 3063/? [27:10<00:00,  1.88it/s]\nEpoch 0: |          | 3063/? [27:10<00:00,  1.88it/s]\nEpoch 0: |          | 3064/? [27:11<00:00,  1.88it/s]\nEpoch 0: |          | 3064/? [27:11<00:00,  1.88it/s]\nEpoch 0: |          | 3065/? [27:11<00:00,  1.88it/s]\nEpoch 0: |          | 3065/? [27:11<00:00,  1.88it/s]\nEpoch 0: |          | 3066/? [27:12<00:00,  1.88it/s]\nEpoch 0: |          | 3066/? [27:12<00:00,  1.88it/s]\nEpoch 0: |          | 3067/? [27:12<00:00,  1.88it/s]\nEpoch 0: |          | 3067/? [27:12<00:00,  1.88it/s]\nEpoch 0: |          | 3068/? [27:12<00:00,  1.88it/s]\nEpoch 0: |          | 3068/? [27:12<00:00,  1.88it/s]\nEpoch 0: |          | 3069/? [27:13<00:00,  1.88it/s]\nEpoch 0: |          | 3069/? [27:13<00:00,  1.88it/s]\nEpoch 0: |          | 3070/? [27:13<00:00,  1.88it/s]\nEpoch 0: |          | 3070/? [27:13<00:00,  1.88it/s]\nEpoch 0: |          | 3071/? [27:14<00:00,  1.88it/s]\nEpoch 0: |          | 3071/? [27:14<00:00,  1.88it/s]\nEpoch 0: |          | 3072/? [27:14<00:00,  1.88it/s]\nEpoch 0: |          | 3072/? [27:14<00:00,  1.88it/s]\nEpoch 0: |          | 3073/? [27:14<00:00,  1.88it/s]\nEpoch 0: |          | 3073/? [27:14<00:00,  1.88it/s]\nEpoch 0: |          | 3074/? [27:15<00:00,  1.88it/s]\nEpoch 0: |          | 3074/? [27:15<00:00,  1.88it/s]\nEpoch 0: |          | 3075/? [27:15<00:00,  1.88it/s]\nEpoch 0: |          | 3075/? [27:15<00:00,  1.88it/s]\nEpoch 0: |          | 3076/? [27:16<00:00,  1.88it/s]\nEpoch 0: |          | 3076/? [27:16<00:00,  1.88it/s]\nEpoch 0: |          | 3077/? [27:16<00:00,  1.88it/s]\nEpoch 0: |          | 3077/? [27:16<00:00,  1.88it/s]\nEpoch 0: |          | 3078/? [27:16<00:00,  1.88it/s]\nEpoch 0: |          | 3078/? [27:16<00:00,  1.88it/s]\nEpoch 0: |          | 3079/? [27:17<00:00,  1.88it/s]\nEpoch 0: |          | 3079/? [27:17<00:00,  1.88it/s]\nEpoch 0: |          | 3080/? [27:17<00:00,  1.88it/s]\nEpoch 0: |          | 3080/? [27:17<00:00,  1.88it/s]\nEpoch 0: |          | 3081/? [27:18<00:00,  1.88it/s]\nEpoch 0: |          | 3081/? [27:18<00:00,  1.88it/s]\nEpoch 0: |          | 3082/? [27:18<00:00,  1.88it/s]\nEpoch 0: |          | 3082/? [27:18<00:00,  1.88it/s]\nEpoch 0: |          | 3083/? [27:18<00:00,  1.88it/s]\nEpoch 0: |          | 3083/? [27:18<00:00,  1.88it/s]\nEpoch 0: |          | 3084/? [27:19<00:00,  1.88it/s]\nEpoch 0: |          | 3084/? [27:19<00:00,  1.88it/s]\nEpoch 0: |          | 3085/? [27:19<00:00,  1.88it/s]\nEpoch 0: |          | 3085/? [27:19<00:00,  1.88it/s]\nEpoch 0: |          | 3086/? [27:20<00:00,  1.88it/s]\nEpoch 0: |          | 3086/? [27:20<00:00,  1.88it/s]\nEpoch 0: |          | 3087/? [27:20<00:00,  1.88it/s]\nEpoch 0: |          | 3087/? [27:20<00:00,  1.88it/s]\nEpoch 0: |          | 3088/? [27:20<00:00,  1.88it/s]\nEpoch 0: |          | 3088/? [27:20<00:00,  1.88it/s]\nEpoch 0: |          | 3089/? [27:21<00:00,  1.88it/s]\nEpoch 0: |          | 3089/? [27:21<00:00,  1.88it/s]\nEpoch 0: |          | 3090/? [27:21<00:00,  1.88it/s]\nEpoch 0: |          | 3090/? [27:21<00:00,  1.88it/s]\nEpoch 0: |          | 3091/? [27:22<00:00,  1.88it/s]\nEpoch 0: |          | 3091/? [27:22<00:00,  1.88it/s]\nEpoch 0: |          | 3092/? [27:22<00:00,  1.88it/s]\nEpoch 0: |          | 3092/? [27:22<00:00,  1.88it/s]\nEpoch 0: |          | 3093/? [27:22<00:00,  1.88it/s]\nEpoch 0: |          | 3093/? [27:22<00:00,  1.88it/s]\nEpoch 0: |          | 3094/? [27:23<00:00,  1.88it/s]\nEpoch 0: |          | 3094/? [27:23<00:00,  1.88it/s]\nEpoch 0: |          | 3095/? [27:23<00:00,  1.88it/s]\nEpoch 0: |          | 3095/? [27:23<00:00,  1.88it/s]\nEpoch 0: |          | 3096/? [27:24<00:00,  1.88it/s]\nEpoch 0: |          | 3096/? [27:24<00:00,  1.88it/s]\nEpoch 0: |          | 3097/? [27:24<00:00,  1.88it/s]\nEpoch 0: |          | 3097/? [27:24<00:00,  1.88it/s]\nEpoch 0: |          | 3098/? [27:24<00:00,  1.88it/s]\nEpoch 0: |          | 3098/? [27:24<00:00,  1.88it/s]\nEpoch 0: |          | 3099/? [27:25<00:00,  1.88it/s]\nEpoch 0: |          | 3099/? [27:25<00:00,  1.88it/s]\nEpoch 0: |          | 3100/? [27:25<00:00,  1.88it/s]\nEpoch 0: |          | 3100/? [27:25<00:00,  1.88it/s]\nEpoch 0: |          | 3101/? [27:26<00:00,  1.88it/s]\nEpoch 0: |          | 3101/? [27:26<00:00,  1.88it/s]\nEpoch 0: |          | 3102/? [27:26<00:00,  1.88it/s]\nEpoch 0: |          | 3102/? [27:26<00:00,  1.88it/s]\nEpoch 0: |          | 3103/? [27:26<00:00,  1.88it/s]\nEpoch 0: |          | 3103/? [27:26<00:00,  1.88it/s]\nEpoch 0: |          | 3104/? [27:27<00:00,  1.88it/s]\nEpoch 0: |          | 3104/? [27:27<00:00,  1.88it/s]\nEpoch 0: |          | 3105/? [27:27<00:00,  1.88it/s]\nEpoch 0: |          | 3105/? [27:27<00:00,  1.88it/s]\nEpoch 0: |          | 3106/? [27:28<00:00,  1.88it/s]\nEpoch 0: |          | 3106/? [27:28<00:00,  1.88it/s]\nEpoch 0: |          | 3107/? [27:28<00:00,  1.88it/s]\nEpoch 0: |          | 3107/? [27:28<00:00,  1.88it/s]\nEpoch 0: |          | 3108/? [27:28<00:00,  1.88it/s]\nEpoch 0: |          | 3108/? [27:28<00:00,  1.88it/s]\nEpoch 0: |          | 3109/? [27:29<00:00,  1.89it/s]\nEpoch 0: |          | 3109/? [27:29<00:00,  1.89it/s]\nEpoch 0: |          | 3110/? [27:29<00:00,  1.89it/s]\nEpoch 0: |          | 3110/? [27:29<00:00,  1.89it/s]\nEpoch 0: |          | 3111/? [27:30<00:00,  1.89it/s]\nEpoch 0: |          | 3111/? [27:30<00:00,  1.89it/s]\nEpoch 0: |          | 3112/? [27:30<00:00,  1.89it/s]\nEpoch 0: |          | 3112/? [27:30<00:00,  1.89it/s]\nEpoch 0: |          | 3113/? [27:30<00:00,  1.89it/s]\nEpoch 0: |          | 3113/? [27:30<00:00,  1.89it/s]\nEpoch 0: |          | 3114/? [27:31<00:00,  1.89it/s]\nEpoch 0: |          | 3114/? [27:31<00:00,  1.89it/s]\nEpoch 0: |          | 3115/? [27:31<00:00,  1.89it/s]\nEpoch 0: |          | 3115/? [27:31<00:00,  1.89it/s]\nEpoch 0: |          | 3116/? [27:32<00:00,  1.89it/s]\nEpoch 0: |          | 3116/? [27:32<00:00,  1.89it/s]\nEpoch 0: |          | 3117/? [27:32<00:00,  1.89it/s]\nEpoch 0: |          | 3117/? [27:32<00:00,  1.89it/s]\nEpoch 0: |          | 3118/? [27:32<00:00,  1.89it/s]\nEpoch 0: |          | 3118/? [27:32<00:00,  1.89it/s]\nEpoch 0: |          | 3119/? [27:33<00:00,  1.89it/s]\nEpoch 0: |          | 3119/? [27:33<00:00,  1.89it/s]\nEpoch 0: |          | 3120/? [27:33<00:00,  1.89it/s]\nEpoch 0: |          | 3120/? [27:33<00:00,  1.89it/s]\nEpoch 0: |          | 3121/? [27:34<00:00,  1.89it/s]\nEpoch 0: |          | 3121/? [27:34<00:00,  1.89it/s]\nEpoch 0: |          | 3122/? [27:34<00:00,  1.89it/s]\nEpoch 0: |          | 3122/? [27:34<00:00,  1.89it/s]\nEpoch 0: |          | 3123/? [27:34<00:00,  1.89it/s]\nEpoch 0: |          | 3123/? [27:34<00:00,  1.89it/s]\nEpoch 0: |          | 3124/? [27:35<00:00,  1.89it/s]\nEpoch 0: |          | 3124/? [27:35<00:00,  1.89it/s]\nEpoch 0: |          | 3125/? [27:35<00:00,  1.89it/s]\nEpoch 0: |          | 3125/? [27:35<00:00,  1.89it/s]\nEpoch 0: |          | 3126/? [27:36<00:00,  1.89it/s]\nEpoch 0: |          | 3126/? [27:36<00:00,  1.89it/s]\nEpoch 0: |          | 3127/? [27:36<00:00,  1.89it/s]\nEpoch 0: |          | 3127/? [27:36<00:00,  1.89it/s]\nEpoch 0: |          | 3128/? [27:36<00:00,  1.89it/s]\nEpoch 0: |          | 3128/? [27:36<00:00,  1.89it/s]\nEpoch 0: |          | 3129/? [27:37<00:00,  1.89it/s]\nEpoch 0: |          | 3129/? [27:37<00:00,  1.89it/s]\nEpoch 0: |          | 3130/? [27:37<00:00,  1.89it/s]\nEpoch 0: |          | 3130/? [27:37<00:00,  1.89it/s]\nEpoch 0: |          | 3131/? [27:38<00:00,  1.89it/s]\nEpoch 0: |          | 3131/? [27:38<00:00,  1.89it/s]\nEpoch 0: |          | 3132/? [27:38<00:00,  1.89it/s]\nEpoch 0: |          | 3132/? [27:38<00:00,  1.89it/s]\nEpoch 0: |          | 3133/? [27:38<00:00,  1.89it/s]\nEpoch 0: |          | 3133/? [27:38<00:00,  1.89it/s]\nEpoch 0: |          | 3134/? [27:39<00:00,  1.89it/s]\nEpoch 0: |          | 3134/? [27:39<00:00,  1.89it/s]\nEpoch 0: |          | 3135/? [27:39<00:00,  1.89it/s]\nEpoch 0: |          | 3135/? [27:39<00:00,  1.89it/s]\nEpoch 0: |          | 3136/? [27:40<00:00,  1.89it/s]\nEpoch 0: |          | 3136/? [27:40<00:00,  1.89it/s]\nEpoch 0: |          | 3137/? [27:40<00:00,  1.89it/s]\nEpoch 0: |          | 3137/? [27:40<00:00,  1.89it/s]\nEpoch 0: |          | 3138/? [27:40<00:00,  1.89it/s]\nEpoch 0: |          | 3138/? [27:40<00:00,  1.89it/s]\nEpoch 0: |          | 3139/? [27:41<00:00,  1.89it/s]\nEpoch 0: |          | 3139/? [27:41<00:00,  1.89it/s]\nEpoch 0: |          | 3140/? [27:41<00:00,  1.89it/s]\nEpoch 0: |          | 3140/? [27:41<00:00,  1.89it/s]\nEpoch 0: |          | 3141/? [27:42<00:00,  1.89it/s]\nEpoch 0: |          | 3141/? [27:42<00:00,  1.89it/s]\nEpoch 0: |          | 3142/? [27:42<00:00,  1.89it/s]\nEpoch 0: |          | 3142/? [27:42<00:00,  1.89it/s]\nEpoch 0: |          | 3143/? [27:42<00:00,  1.89it/s]\nEpoch 0: |          | 3143/? [27:42<00:00,  1.89it/s]\nEpoch 0: |          | 3144/? [27:43<00:00,  1.89it/s]\nEpoch 0: |          | 3144/? [27:43<00:00,  1.89it/s]\nEpoch 0: |          | 3145/? [27:43<00:00,  1.89it/s]\nEpoch 0: |          | 3145/? [27:43<00:00,  1.89it/s]\nEpoch 0: |          | 3146/? [27:44<00:00,  1.89it/s]\nEpoch 0: |          | 3146/? [27:44<00:00,  1.89it/s]\nEpoch 0: |          | 3147/? [27:44<00:00,  1.89it/s]\nEpoch 0: |          | 3147/? [27:44<00:00,  1.89it/s]\nEpoch 0: |          | 3148/? [27:44<00:00,  1.89it/s]\nEpoch 0: |          | 3148/? [27:44<00:00,  1.89it/s]\nEpoch 0: |          | 3149/? [27:45<00:00,  1.89it/s]\nEpoch 0: |          | 3149/? [27:45<00:00,  1.89it/s]\nEpoch 0: |          | 3150/? [27:45<00:00,  1.89it/s]\nEpoch 0: |          | 3150/? [27:45<00:00,  1.89it/s]\nEpoch 0: |          | 3151/? [27:46<00:00,  1.89it/s]\nEpoch 0: |          | 3151/? [27:46<00:00,  1.89it/s]\nEpoch 0: |          | 3152/? [27:46<00:00,  1.89it/s]\nEpoch 0: |          | 3152/? [27:46<00:00,  1.89it/s]\nEpoch 0: |          | 3153/? [27:46<00:00,  1.89it/s]\nEpoch 0: |          | 3153/? [27:46<00:00,  1.89it/s]\nEpoch 0: |          | 3154/? [27:47<00:00,  1.89it/s]\nEpoch 0: |          | 3154/? [27:47<00:00,  1.89it/s]\nEpoch 0: |          | 3155/? [27:47<00:00,  1.89it/s]\nEpoch 0: |          | 3155/? [27:47<00:00,  1.89it/s]\nEpoch 0: |          | 3156/? [27:48<00:00,  1.89it/s]\nEpoch 0: |          | 3156/? [27:48<00:00,  1.89it/s]\nEpoch 0: |          | 3157/? [27:48<00:00,  1.89it/s]\nEpoch 0: |          | 3157/? [27:48<00:00,  1.89it/s]\nEpoch 0: |          | 3158/? [27:49<00:00,  1.89it/s]\nEpoch 0: |          | 3158/? [27:49<00:00,  1.89it/s]\nEpoch 0: |          | 3159/? [27:49<00:00,  1.89it/s]\nEpoch 0: |          | 3159/? [27:49<00:00,  1.89it/s]\nEpoch 0: |          | 3160/? [27:49<00:00,  1.89it/s]\nEpoch 0: |          | 3160/? [27:49<00:00,  1.89it/s]\nEpoch 0: |          | 3161/? [27:50<00:00,  1.89it/s]\nEpoch 0: |          | 3161/? [27:50<00:00,  1.89it/s]\nEpoch 0: |          | 3162/? [27:50<00:00,  1.89it/s]\nEpoch 0: |          | 3162/? [27:50<00:00,  1.89it/s]\nEpoch 0: |          | 3163/? [27:51<00:00,  1.89it/s]\nEpoch 0: |          | 3163/? [27:51<00:00,  1.89it/s]\nEpoch 0: |          | 3164/? [27:51<00:00,  1.89it/s]\nEpoch 0: |          | 3164/? [27:51<00:00,  1.89it/s]\nEpoch 0: |          | 3165/? [27:51<00:00,  1.89it/s]\nEpoch 0: |          | 3165/? [27:51<00:00,  1.89it/s]\nEpoch 0: |          | 3166/? [27:52<00:00,  1.89it/s]\nEpoch 0: |          | 3166/? [27:52<00:00,  1.89it/s]\nEpoch 0: |          | 3167/? [27:52<00:00,  1.89it/s]\nEpoch 0: |          | 3167/? [27:52<00:00,  1.89it/s]\nEpoch 0: |          | 3168/? [27:53<00:00,  1.89it/s]\nEpoch 0: |          | 3168/? [27:53<00:00,  1.89it/s]\nEpoch 0: |          | 3169/? [27:53<00:00,  1.89it/s]\nEpoch 0: |          | 3169/? [27:53<00:00,  1.89it/s]\nEpoch 0: |          | 3170/? [27:53<00:00,  1.89it/s]\nEpoch 0: |          | 3170/? [27:53<00:00,  1.89it/s]\nEpoch 0: |          | 3171/? [27:54<00:00,  1.89it/s]\nEpoch 0: |          | 3171/? [27:54<00:00,  1.89it/s]\nEpoch 0: |          | 3172/? [27:54<00:00,  1.89it/s]\nEpoch 0: |          | 3172/? [27:54<00:00,  1.89it/s]\nEpoch 0: |          | 3173/? [27:55<00:00,  1.89it/s]\nEpoch 0: |          | 3173/? [27:55<00:00,  1.89it/s]\nEpoch 0: |          | 3174/? [27:55<00:00,  1.89it/s]\nEpoch 0: |          | 3174/? [27:55<00:00,  1.89it/s]\nEpoch 0: |          | 3175/? [27:55<00:00,  1.89it/s]\nEpoch 0: |          | 3175/? [27:55<00:00,  1.89it/s]\nEpoch 0: |          | 3176/? [27:56<00:00,  1.89it/s]\nEpoch 0: |          | 3176/? [27:56<00:00,  1.89it/s]\nEpoch 0: |          | 3177/? [27:56<00:00,  1.89it/s]\nEpoch 0: |          | 3177/? [27:56<00:00,  1.89it/s]\nEpoch 0: |          | 3178/? [27:57<00:00,  1.89it/s]\nEpoch 0: |          | 3178/? [27:57<00:00,  1.89it/s]\nEpoch 0: |          | 3179/? [27:57<00:00,  1.90it/s]\nEpoch 0: |          | 3179/? [27:57<00:00,  1.90it/s]\nEpoch 0: |          | 3180/? [27:57<00:00,  1.90it/s]\nEpoch 0: |          | 3180/? [27:57<00:00,  1.90it/s]\nEpoch 0: |          | 3181/? [27:58<00:00,  1.90it/s]\nEpoch 0: |          | 3181/? [27:58<00:00,  1.90it/s]\nEpoch 0: |          | 3182/? [27:58<00:00,  1.90it/s]\nEpoch 0: |          | 3182/? [27:58<00:00,  1.90it/s]\nEpoch 0: |          | 3183/? [27:59<00:00,  1.90it/s]\nEpoch 0: |          | 3183/? [27:59<00:00,  1.90it/s]\nEpoch 0: |          | 3184/? [27:59<00:00,  1.90it/s]\nEpoch 0: |          | 3184/? [27:59<00:00,  1.90it/s]\nEpoch 0: |          | 3185/? [27:59<00:00,  1.90it/s]\nEpoch 0: |          | 3185/? [27:59<00:00,  1.90it/s]\nEpoch 0: |          | 3186/? [28:00<00:00,  1.90it/s]\nEpoch 0: |          | 3186/? [28:00<00:00,  1.90it/s]\nEpoch 0: |          | 3187/? [28:00<00:00,  1.90it/s]\nEpoch 0: |          | 3187/? [28:00<00:00,  1.90it/s]\nEpoch 0: |          | 3188/? [28:01<00:00,  1.90it/s]\nEpoch 0: |          | 3188/? [28:01<00:00,  1.90it/s]\nEpoch 0: |          | 3189/? [28:01<00:00,  1.90it/s]\nEpoch 0: |          | 3189/? [28:01<00:00,  1.90it/s]\nEpoch 0: |          | 3190/? [28:01<00:00,  1.90it/s]\nEpoch 0: |          | 3190/? [28:01<00:00,  1.90it/s]\nEpoch 0: |          | 3191/? [28:02<00:00,  1.90it/s]\nEpoch 0: |          | 3191/? [28:02<00:00,  1.90it/s]\nEpoch 0: |          | 3192/? [28:02<00:00,  1.90it/s]\nEpoch 0: |          | 3192/? [28:02<00:00,  1.90it/s]\nEpoch 0: |          | 3193/? [28:03<00:00,  1.90it/s]\nEpoch 0: |          | 3193/? [28:03<00:00,  1.90it/s]\nEpoch 0: |          | 3194/? [28:03<00:00,  1.90it/s]\nEpoch 0: |          | 3194/? [28:03<00:00,  1.90it/s]\nEpoch 0: |          | 3195/? [28:03<00:00,  1.90it/s]\nEpoch 0: |          | 3195/? [28:03<00:00,  1.90it/s]\nEpoch 0: |          | 3196/? [28:04<00:00,  1.90it/s]\nEpoch 0: |          | 3196/? [28:04<00:00,  1.90it/s]\nEpoch 0: |          | 3197/? [28:04<00:00,  1.90it/s]\nEpoch 0: |          | 3197/? [28:04<00:00,  1.90it/s]\nEpoch 0: |          | 3198/? [28:05<00:00,  1.90it/s]\nEpoch 0: |          | 3198/? [28:05<00:00,  1.90it/s]\nEpoch 0: |          | 3199/? [28:05<00:00,  1.90it/s]\nEpoch 0: |          | 3199/? [28:05<00:00,  1.90it/s]\nEpoch 0: |          | 3200/? [28:05<00:00,  1.90it/s]\nEpoch 0: |          | 3200/? [28:05<00:00,  1.90it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  6.27it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  5.61it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  5.73it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  5.50it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 3200/? [28:06<00:00,  1.90it/s]\nEpoch 0: |          | 3201/? [28:07<00:00,  1.90it/s]\nEpoch 0: |          | 3201/? [28:07<00:00,  1.90it/s]\nEpoch 0: |          | 3202/? [28:07<00:00,  1.90it/s]\nEpoch 0: |          | 3202/? [28:07<00:00,  1.90it/s]\nEpoch 0: |          | 3203/? [28:07<00:00,  1.90it/s]\nEpoch 0: |          | 3203/? [28:07<00:00,  1.90it/s]\nEpoch 0: |          | 3204/? [28:08<00:00,  1.90it/s]\nEpoch 0: |          | 3204/? [28:08<00:00,  1.90it/s]\nEpoch 0: |          | 3205/? [28:08<00:00,  1.90it/s]\nEpoch 0: |          | 3205/? [28:08<00:00,  1.90it/s]\nEpoch 0: |          | 3206/? [28:09<00:00,  1.90it/s]\nEpoch 0: |          | 3206/? [28:09<00:00,  1.90it/s]\nEpoch 0: |          | 3207/? [28:09<00:00,  1.90it/s]\nEpoch 0: |          | 3207/? [28:09<00:00,  1.90it/s]\nEpoch 0: |          | 3208/? [28:09<00:00,  1.90it/s]\nEpoch 0: |          | 3208/? [28:09<00:00,  1.90it/s]\nEpoch 0: |          | 3209/? [28:10<00:00,  1.90it/s]\nEpoch 0: |          | 3209/? [28:10<00:00,  1.90it/s]\nEpoch 0: |          | 3210/? [28:10<00:00,  1.90it/s]\nEpoch 0: |          | 3210/? [28:10<00:00,  1.90it/s]\nEpoch 0: |          | 3211/? [28:11<00:00,  1.90it/s]\nEpoch 0: |          | 3211/? [28:11<00:00,  1.90it/s]\nEpoch 0: |          | 3212/? [28:11<00:00,  1.90it/s]\nEpoch 0: |          | 3212/? [28:11<00:00,  1.90it/s]\nEpoch 0: |          | 3213/? [28:11<00:00,  1.90it/s]\nEpoch 0: |          | 3213/? [28:11<00:00,  1.90it/s]\nEpoch 0: |          | 3214/? [28:12<00:00,  1.90it/s]\nEpoch 0: |          | 3214/? [28:12<00:00,  1.90it/s]\nEpoch 0: |          | 3215/? [28:12<00:00,  1.90it/s]\nEpoch 0: |          | 3215/? [28:12<00:00,  1.90it/s]\nEpoch 0: |          | 3216/? [28:13<00:00,  1.90it/s]\nEpoch 0: |          | 3216/? [28:13<00:00,  1.90it/s]\nEpoch 0: |          | 3217/? [28:13<00:00,  1.90it/s]\nEpoch 0: |          | 3217/? [28:13<00:00,  1.90it/s]\nEpoch 0: |          | 3218/? [28:13<00:00,  1.90it/s]\nEpoch 0: |          | 3218/? [28:13<00:00,  1.90it/s]\nEpoch 0: |          | 3219/? [28:14<00:00,  1.90it/s]\nEpoch 0: |          | 3219/? [28:14<00:00,  1.90it/s]\nEpoch 0: |          | 3220/? [28:14<00:00,  1.90it/s]\nEpoch 0: |          | 3220/? [28:14<00:00,  1.90it/s]\nEpoch 0: |          | 3221/? [28:15<00:00,  1.90it/s]\nEpoch 0: |          | 3221/? [28:15<00:00,  1.90it/s]\nEpoch 0: |          | 3222/? [28:15<00:00,  1.90it/s]\nEpoch 0: |          | 3222/? [28:15<00:00,  1.90it/s]\nEpoch 0: |          | 3223/? [28:15<00:00,  1.90it/s]\nEpoch 0: |          | 3223/? [28:15<00:00,  1.90it/s]\nEpoch 0: |          | 3224/? [28:16<00:00,  1.90it/s]\nEpoch 0: |          | 3224/? [28:16<00:00,  1.90it/s]\nEpoch 0: |          | 3225/? [28:16<00:00,  1.90it/s]\nEpoch 0: |          | 3225/? [28:16<00:00,  1.90it/s]\nEpoch 0: |          | 3226/? [28:17<00:00,  1.90it/s]\nEpoch 0: |          | 3226/? [28:17<00:00,  1.90it/s]\nEpoch 0: |          | 3227/? [28:17<00:00,  1.90it/s]\nEpoch 0: |          | 3227/? [28:17<00:00,  1.90it/s]\nEpoch 0: |          | 3228/? [28:17<00:00,  1.90it/s]\nEpoch 0: |          | 3228/? [28:17<00:00,  1.90it/s]\nEpoch 0: |          | 3229/? [28:18<00:00,  1.90it/s]\nEpoch 0: |          | 3229/? [28:18<00:00,  1.90it/s]\nEpoch 0: |          | 3230/? [28:18<00:00,  1.90it/s]\nEpoch 0: |          | 3230/? [28:18<00:00,  1.90it/s]\nEpoch 0: |          | 3231/? [28:19<00:00,  1.90it/s]\nEpoch 0: |          | 3231/? [28:19<00:00,  1.90it/s]\nEpoch 0: |          | 3232/? [28:19<00:00,  1.90it/s]\nEpoch 0: |          | 3232/? [28:19<00:00,  1.90it/s]\nEpoch 0: |          | 3233/? [28:19<00:00,  1.90it/s]\nEpoch 0: |          | 3233/? [28:19<00:00,  1.90it/s]\nEpoch 0: |          | 3234/? [28:20<00:00,  1.90it/s]\nEpoch 0: |          | 3234/? [28:20<00:00,  1.90it/s]\nEpoch 0: |          | 3235/? [28:20<00:00,  1.90it/s]\nEpoch 0: |          | 3235/? [28:20<00:00,  1.90it/s]\nEpoch 0: |          | 3236/? [28:21<00:00,  1.90it/s]\nEpoch 0: |          | 3236/? [28:21<00:00,  1.90it/s]\nEpoch 0: |          | 3237/? [28:21<00:00,  1.90it/s]\nEpoch 0: |          | 3237/? [28:21<00:00,  1.90it/s]\nEpoch 0: |          | 3238/? [28:21<00:00,  1.90it/s]\nEpoch 0: |          | 3238/? [28:21<00:00,  1.90it/s]\nEpoch 0: |          | 3239/? [28:22<00:00,  1.90it/s]\nEpoch 0: |          | 3239/? [28:22<00:00,  1.90it/s]\nEpoch 0: |          | 3240/? [28:22<00:00,  1.90it/s]\nEpoch 0: |          | 3240/? [28:22<00:00,  1.90it/s]\nEpoch 0: |          | 3241/? [28:23<00:00,  1.90it/s]\nEpoch 0: |          | 3241/? [28:23<00:00,  1.90it/s]\nEpoch 0: |          | 3242/? [28:23<00:00,  1.90it/s]\nEpoch 0: |          | 3242/? [28:23<00:00,  1.90it/s]\nEpoch 0: |          | 3243/? [28:23<00:00,  1.90it/s]\nEpoch 0: |          | 3243/? [28:23<00:00,  1.90it/s]\nEpoch 0: |          | 3244/? [28:24<00:00,  1.90it/s]\nEpoch 0: |          | 3244/? [28:24<00:00,  1.90it/s]\nEpoch 0: |          | 3245/? [28:24<00:00,  1.90it/s]\nEpoch 0: |          | 3245/? [28:24<00:00,  1.90it/s]\nEpoch 0: |          | 3246/? [28:25<00:00,  1.90it/s]\nEpoch 0: |          | 3246/? [28:25<00:00,  1.90it/s]\nEpoch 0: |          | 3247/? [28:25<00:00,  1.90it/s]\nEpoch 0: |          | 3247/? [28:25<00:00,  1.90it/s]\nEpoch 0: |          | 3248/? [28:25<00:00,  1.90it/s]\nEpoch 0: |          | 3248/? [28:25<00:00,  1.90it/s]\nEpoch 0: |          | 3249/? [28:26<00:00,  1.90it/s]\nEpoch 0: |          | 3249/? [28:26<00:00,  1.90it/s]\nEpoch 0: |          | 3250/? [28:26<00:00,  1.90it/s]\nEpoch 0: |          | 3250/? [28:26<00:00,  1.90it/s]\nEpoch 0: |          | 3251/? [28:27<00:00,  1.90it/s]\nEpoch 0: |          | 3251/? [28:27<00:00,  1.90it/s]\nEpoch 0: |          | 3252/? [28:27<00:00,  1.90it/s]\nEpoch 0: |          | 3252/? [28:27<00:00,  1.90it/s]\nEpoch 0: |          | 3253/? [28:27<00:00,  1.90it/s]\nEpoch 0: |          | 3253/? [28:27<00:00,  1.90it/s]\nEpoch 0: |          | 3254/? [28:28<00:00,  1.90it/s]\nEpoch 0: |          | 3254/? [28:28<00:00,  1.90it/s]\nEpoch 0: |          | 3255/? [28:28<00:00,  1.90it/s]\nEpoch 0: |          | 3255/? [28:28<00:00,  1.90it/s]\nEpoch 0: |          | 3256/? [28:29<00:00,  1.91it/s]\nEpoch 0: |          | 3256/? [28:29<00:00,  1.91it/s]\nEpoch 0: |          | 3257/? [28:29<00:00,  1.91it/s]\nEpoch 0: |          | 3257/? [28:29<00:00,  1.91it/s]\nEpoch 0: |          | 3258/? [28:29<00:00,  1.91it/s]\nEpoch 0: |          | 3258/? [28:29<00:00,  1.91it/s]\nEpoch 0: |          | 3259/? [28:30<00:00,  1.91it/s]\nEpoch 0: |          | 3259/? [28:30<00:00,  1.91it/s]\nEpoch 0: |          | 3260/? [28:30<00:00,  1.91it/s]\nEpoch 0: |          | 3260/? [28:30<00:00,  1.91it/s]\nEpoch 0: |          | 3261/? [28:31<00:00,  1.91it/s]\nEpoch 0: |          | 3261/? [28:31<00:00,  1.91it/s]\nEpoch 0: |          | 3262/? [28:31<00:00,  1.91it/s]\nEpoch 0: |          | 3262/? [28:31<00:00,  1.91it/s]\nEpoch 0: |          | 3263/? [28:31<00:00,  1.91it/s]\nEpoch 0: |          | 3263/? [28:31<00:00,  1.91it/s]\nEpoch 0: |          | 3264/? [28:32<00:00,  1.91it/s]\nEpoch 0: |          | 3264/? [28:32<00:00,  1.91it/s]\nEpoch 0: |          | 3265/? [28:32<00:00,  1.91it/s]\nEpoch 0: |          | 3265/? [28:32<00:00,  1.91it/s]\nEpoch 0: |          | 3266/? [28:33<00:00,  1.91it/s]\nEpoch 0: |          | 3266/? [28:33<00:00,  1.91it/s]\nEpoch 0: |          | 3267/? [28:33<00:00,  1.91it/s]\nEpoch 0: |          | 3267/? [28:33<00:00,  1.91it/s]\nEpoch 0: |          | 3268/? [28:33<00:00,  1.91it/s]\nEpoch 0: |          | 3268/? [28:33<00:00,  1.91it/s]\nEpoch 0: |          | 3269/? [28:34<00:00,  1.91it/s]\nEpoch 0: |          | 3269/? [28:34<00:00,  1.91it/s]\nEpoch 0: |          | 3270/? [28:34<00:00,  1.91it/s]\nEpoch 0: |          | 3270/? [28:34<00:00,  1.91it/s]\nEpoch 0: |          | 3271/? [28:35<00:00,  1.91it/s]\nEpoch 0: |          | 3271/? [28:35<00:00,  1.91it/s]\nEpoch 0: |          | 3272/? [28:35<00:00,  1.91it/s]\nEpoch 0: |          | 3272/? [28:35<00:00,  1.91it/s]\nEpoch 0: |          | 3273/? [28:35<00:00,  1.91it/s]\nEpoch 0: |          | 3273/? [28:35<00:00,  1.91it/s]\nEpoch 0: |          | 3274/? [28:36<00:00,  1.91it/s]\nEpoch 0: |          | 3274/? [28:36<00:00,  1.91it/s]\nEpoch 0: |          | 3275/? [28:36<00:00,  1.91it/s]\nEpoch 0: |          | 3275/? [28:36<00:00,  1.91it/s]\nEpoch 0: |          | 3276/? [28:37<00:00,  1.91it/s]\nEpoch 0: |          | 3276/? [28:37<00:00,  1.91it/s]\nEpoch 0: |          | 3277/? [28:37<00:00,  1.91it/s]\nEpoch 0: |          | 3277/? [28:37<00:00,  1.91it/s]\nEpoch 0: |          | 3278/? [28:37<00:00,  1.91it/s]\nEpoch 0: |          | 3278/? [28:37<00:00,  1.91it/s]\nEpoch 0: |          | 3279/? [28:38<00:00,  1.91it/s]\nEpoch 0: |          | 3279/? [28:38<00:00,  1.91it/s]\nEpoch 0: |          | 3280/? [28:38<00:00,  1.91it/s]\nEpoch 0: |          | 3280/? [28:38<00:00,  1.91it/s]\nEpoch 0: |          | 3281/? [28:39<00:00,  1.91it/s]\nEpoch 0: |          | 3281/? [28:39<00:00,  1.91it/s]\nEpoch 0: |          | 3282/? [28:39<00:00,  1.91it/s]\nEpoch 0: |          | 3282/? [28:39<00:00,  1.91it/s]\nEpoch 0: |          | 3283/? [28:39<00:00,  1.91it/s]\nEpoch 0: |          | 3283/? [28:39<00:00,  1.91it/s]\nEpoch 0: |          | 3284/? [28:40<00:00,  1.91it/s]\nEpoch 0: |          | 3284/? [28:40<00:00,  1.91it/s]\nEpoch 0: |          | 3285/? [28:40<00:00,  1.91it/s]\nEpoch 0: |          | 3285/? [28:40<00:00,  1.91it/s]\nEpoch 0: |          | 3286/? [28:41<00:00,  1.91it/s]\nEpoch 0: |          | 3286/? [28:41<00:00,  1.91it/s]\nEpoch 0: |          | 3287/? [28:41<00:00,  1.91it/s]\nEpoch 0: |          | 3287/? [28:41<00:00,  1.91it/s]\nEpoch 0: |          | 3288/? [28:41<00:00,  1.91it/s]\nEpoch 0: |          | 3288/? [28:41<00:00,  1.91it/s]\nEpoch 0: |          | 3289/? [28:42<00:00,  1.91it/s]\nEpoch 0: |          | 3289/? [28:42<00:00,  1.91it/s]\nEpoch 0: |          | 3290/? [28:42<00:00,  1.91it/s]\nEpoch 0: |          | 3290/? [28:42<00:00,  1.91it/s]\nEpoch 0: |          | 3291/? [28:43<00:00,  1.91it/s]\nEpoch 0: |          | 3291/? [28:43<00:00,  1.91it/s]\nEpoch 0: |          | 3292/? [28:43<00:00,  1.91it/s]\nEpoch 0: |          | 3292/? [28:43<00:00,  1.91it/s]\nEpoch 0: |          | 3293/? [28:43<00:00,  1.91it/s]\nEpoch 0: |          | 3293/? [28:43<00:00,  1.91it/s]\nEpoch 0: |          | 3294/? [28:44<00:00,  1.91it/s]\nEpoch 0: |          | 3294/? [28:44<00:00,  1.91it/s]\nEpoch 0: |          | 3295/? [28:44<00:00,  1.91it/s]\nEpoch 0: |          | 3295/? [28:44<00:00,  1.91it/s]\nEpoch 0: |          | 3296/? [28:45<00:00,  1.91it/s]\nEpoch 0: |          | 3296/? [28:45<00:00,  1.91it/s]\nEpoch 0: |          | 3297/? [28:45<00:00,  1.91it/s]\nEpoch 0: |          | 3297/? [28:45<00:00,  1.91it/s]\nEpoch 0: |          | 3298/? [28:45<00:00,  1.91it/s]\nEpoch 0: |          | 3298/? [28:45<00:00,  1.91it/s]\nEpoch 0: |          | 3299/? [28:46<00:00,  1.91it/s]\nEpoch 0: |          | 3299/? [28:46<00:00,  1.91it/s]\nEpoch 0: |          | 3300/? [28:46<00:00,  1.91it/s]\nEpoch 0: |          | 3300/? [28:46<00:00,  1.91it/s]\nEpoch 0: |          | 3301/? [28:47<00:00,  1.91it/s]\nEpoch 0: |          | 3301/? [28:47<00:00,  1.91it/s]\nEpoch 0: |          | 3302/? [28:47<00:00,  1.91it/s]\nEpoch 0: |          | 3302/? [28:47<00:00,  1.91it/s]\nEpoch 0: |          | 3303/? [28:47<00:00,  1.91it/s]\nEpoch 0: |          | 3303/? [28:47<00:00,  1.91it/s]\nEpoch 0: |          | 3304/? [28:48<00:00,  1.91it/s]\nEpoch 0: |          | 3304/? [28:48<00:00,  1.91it/s]\nEpoch 0: |          | 3305/? [28:48<00:00,  1.91it/s]\nEpoch 0: |          | 3305/? [28:48<00:00,  1.91it/s]\nEpoch 0: |          | 3306/? [28:49<00:00,  1.91it/s]\nEpoch 0: |          | 3306/? [28:49<00:00,  1.91it/s]\nEpoch 0: |          | 3307/? [28:49<00:00,  1.91it/s]\nEpoch 0: |          | 3307/? [28:49<00:00,  1.91it/s]\nEpoch 0: |          | 3308/? [28:49<00:00,  1.91it/s]\nEpoch 0: |          | 3308/? [28:49<00:00,  1.91it/s]\nEpoch 0: |          | 3309/? [28:50<00:00,  1.91it/s]\nEpoch 0: |          | 3309/? [28:50<00:00,  1.91it/s]\nEpoch 0: |          | 3310/? [28:50<00:00,  1.91it/s]\nEpoch 0: |          | 3310/? [28:50<00:00,  1.91it/s]\nEpoch 0: |          | 3311/? [28:51<00:00,  1.91it/s]\nEpoch 0: |          | 3311/? [28:51<00:00,  1.91it/s]\nEpoch 0: |          | 3312/? [28:51<00:00,  1.91it/s]\nEpoch 0: |          | 3312/? [28:51<00:00,  1.91it/s]\nEpoch 0: |          | 3313/? [28:51<00:00,  1.91it/s]\nEpoch 0: |          | 3313/? [28:51<00:00,  1.91it/s]\nEpoch 0: |          | 3314/? [28:52<00:00,  1.91it/s]\nEpoch 0: |          | 3314/? [28:52<00:00,  1.91it/s]\nEpoch 0: |          | 3315/? [28:52<00:00,  1.91it/s]\nEpoch 0: |          | 3315/? [28:52<00:00,  1.91it/s]\nEpoch 0: |          | 3316/? [28:53<00:00,  1.91it/s]\nEpoch 0: |          | 3316/? [28:53<00:00,  1.91it/s]\nEpoch 0: |          | 3317/? [28:53<00:00,  1.91it/s]\nEpoch 0: |          | 3317/? [28:53<00:00,  1.91it/s]\nEpoch 0: |          | 3318/? [28:53<00:00,  1.91it/s]\nEpoch 0: |          | 3318/? [28:53<00:00,  1.91it/s]\nEpoch 0: |          | 3319/? [28:54<00:00,  1.91it/s]\nEpoch 0: |          | 3319/? [28:54<00:00,  1.91it/s]\nEpoch 0: |          | 3320/? [28:54<00:00,  1.91it/s]\nEpoch 0: |          | 3320/? [28:54<00:00,  1.91it/s]\nEpoch 0: |          | 3321/? [28:55<00:00,  1.91it/s]\nEpoch 0: |          | 3321/? [28:55<00:00,  1.91it/s]\nEpoch 0: |          | 3322/? [28:55<00:00,  1.91it/s]\nEpoch 0: |          | 3322/? [28:55<00:00,  1.91it/s]\nEpoch 0: |          | 3323/? [28:55<00:00,  1.91it/s]\nEpoch 0: |          | 3323/? [28:55<00:00,  1.91it/s]\nEpoch 0: |          | 3324/? [28:56<00:00,  1.91it/s]\nEpoch 0: |          | 3324/? [28:56<00:00,  1.91it/s]\nEpoch 0: |          | 3325/? [28:56<00:00,  1.91it/s]\nEpoch 0: |          | 3325/? [28:56<00:00,  1.91it/s]\nEpoch 0: |          | 3326/? [28:57<00:00,  1.91it/s]\nEpoch 0: |          | 3326/? [28:57<00:00,  1.91it/s]\nEpoch 0: |          | 3327/? [28:57<00:00,  1.91it/s]\nEpoch 0: |          | 3327/? [28:57<00:00,  1.91it/s]\nEpoch 0: |          | 3328/? [28:57<00:00,  1.91it/s]\nEpoch 0: |          | 3328/? [28:57<00:00,  1.91it/s]\nEpoch 0: |          | 3329/? [28:58<00:00,  1.92it/s]\nEpoch 0: |          | 3329/? [28:58<00:00,  1.92it/s]\nEpoch 0: |          | 3330/? [28:58<00:00,  1.92it/s]\nEpoch 0: |          | 3330/? [28:58<00:00,  1.92it/s]\nEpoch 0: |          | 3331/? [28:59<00:00,  1.92it/s]\nEpoch 0: |          | 3331/? [28:59<00:00,  1.92it/s]\nEpoch 0: |          | 3332/? [28:59<00:00,  1.92it/s]\nEpoch 0: |          | 3332/? [28:59<00:00,  1.92it/s]\nEpoch 0: |          | 3333/? [28:59<00:00,  1.92it/s]\nEpoch 0: |          | 3333/? [28:59<00:00,  1.92it/s]\nEpoch 0: |          | 3334/? [29:00<00:00,  1.92it/s]\nEpoch 0: |          | 3334/? [29:00<00:00,  1.92it/s]\nEpoch 0: |          | 3335/? [29:00<00:00,  1.92it/s]\nEpoch 0: |          | 3335/? [29:00<00:00,  1.92it/s]\nEpoch 0: |          | 3336/? [29:01<00:00,  1.92it/s]\nEpoch 0: |          | 3336/? [29:01<00:00,  1.92it/s]\nEpoch 0: |          | 3337/? [29:01<00:00,  1.92it/s]\nEpoch 0: |          | 3337/? [29:01<00:00,  1.92it/s]\nEpoch 0: |          | 3338/? [29:01<00:00,  1.92it/s]\nEpoch 0: |          | 3338/? [29:01<00:00,  1.92it/s]\nEpoch 0: |          | 3339/? [29:02<00:00,  1.92it/s]\nEpoch 0: |          | 3339/? [29:02<00:00,  1.92it/s]\nEpoch 0: |          | 3340/? [29:02<00:00,  1.92it/s]\nEpoch 0: |          | 3340/? [29:02<00:00,  1.92it/s]\nEpoch 0: |          | 3341/? [29:03<00:00,  1.92it/s]\nEpoch 0: |          | 3341/? [29:03<00:00,  1.92it/s]\nEpoch 0: |          | 3342/? [29:03<00:00,  1.92it/s]\nEpoch 0: |          | 3342/? [29:03<00:00,  1.92it/s]\nEpoch 0: |          | 3343/? [29:03<00:00,  1.92it/s]\nEpoch 0: |          | 3343/? [29:03<00:00,  1.92it/s]\nEpoch 0: |          | 3344/? [29:04<00:00,  1.92it/s]\nEpoch 0: |          | 3344/? [29:04<00:00,  1.92it/s]\nEpoch 0: |          | 3345/? [29:04<00:00,  1.92it/s]\nEpoch 0: |          | 3345/? [29:04<00:00,  1.92it/s]\nEpoch 0: |          | 3346/? [29:05<00:00,  1.92it/s]\nEpoch 0: |          | 3346/? [29:05<00:00,  1.92it/s]\nEpoch 0: |          | 3347/? [29:05<00:00,  1.92it/s]\nEpoch 0: |          | 3347/? [29:05<00:00,  1.92it/s]\nEpoch 0: |          | 3348/? [29:05<00:00,  1.92it/s]\nEpoch 0: |          | 3348/? [29:05<00:00,  1.92it/s]\nEpoch 0: |          | 3349/? [29:06<00:00,  1.92it/s]\nEpoch 0: |          | 3349/? [29:06<00:00,  1.92it/s]\nEpoch 0: |          | 3350/? [29:06<00:00,  1.92it/s]\nEpoch 0: |          | 3350/? [29:06<00:00,  1.92it/s]\nEpoch 0: |          | 3351/? [29:07<00:00,  1.92it/s]\nEpoch 0: |          | 3351/? [29:07<00:00,  1.92it/s]\nEpoch 0: |          | 3352/? [29:07<00:00,  1.92it/s]\nEpoch 0: |          | 3352/? [29:07<00:00,  1.92it/s]\nEpoch 0: |          | 3353/? [29:07<00:00,  1.92it/s]\nEpoch 0: |          | 3353/? [29:07<00:00,  1.92it/s]\nEpoch 0: |          | 3354/? [29:08<00:00,  1.92it/s]\nEpoch 0: |          | 3354/? [29:08<00:00,  1.92it/s]\nEpoch 0: |          | 3355/? [29:08<00:00,  1.92it/s]\nEpoch 0: |          | 3355/? [29:08<00:00,  1.92it/s]\nEpoch 0: |          | 3356/? [29:09<00:00,  1.92it/s]\nEpoch 0: |          | 3356/? [29:09<00:00,  1.92it/s]\nEpoch 0: |          | 3357/? [29:09<00:00,  1.92it/s]\nEpoch 0: |          | 3357/? [29:09<00:00,  1.92it/s]\nEpoch 0: |          | 3358/? [29:09<00:00,  1.92it/s]\nEpoch 0: |          | 3358/? [29:09<00:00,  1.92it/s]\nEpoch 0: |          | 3359/? [29:10<00:00,  1.92it/s]\nEpoch 0: |          | 3359/? [29:10<00:00,  1.92it/s]\nEpoch 0: |          | 3360/? [29:10<00:00,  1.92it/s]\nEpoch 0: |          | 3360/? [29:10<00:00,  1.92it/s]\nEpoch 0: |          | 3361/? [29:10<00:00,  1.92it/s]\nEpoch 0: |          | 3361/? [29:10<00:00,  1.92it/s]\nEpoch 0: |          | 3362/? [29:11<00:00,  1.92it/s]\nEpoch 0: |          | 3362/? [29:11<00:00,  1.92it/s]\nEpoch 0: |          | 3363/? [29:11<00:00,  1.92it/s]\nEpoch 0: |          | 3363/? [29:11<00:00,  1.92it/s]\nEpoch 0: |          | 3364/? [29:12<00:00,  1.92it/s]\nEpoch 0: |          | 3364/? [29:12<00:00,  1.92it/s]\nEpoch 0: |          | 3365/? [29:12<00:00,  1.92it/s]\nEpoch 0: |          | 3365/? [29:12<00:00,  1.92it/s]\nEpoch 0: |          | 3366/? [29:12<00:00,  1.92it/s]\nEpoch 0: |          | 3366/? [29:12<00:00,  1.92it/s]\nEpoch 0: |          | 3367/? [29:13<00:00,  1.92it/s]\nEpoch 0: |          | 3367/? [29:13<00:00,  1.92it/s]\nEpoch 0: |          | 3368/? [29:13<00:00,  1.92it/s]\nEpoch 0: |          | 3368/? [29:13<00:00,  1.92it/s]\nEpoch 0: |          | 3369/? [29:14<00:00,  1.92it/s]\nEpoch 0: |          | 3369/? [29:14<00:00,  1.92it/s]\nEpoch 0: |          | 3370/? [29:14<00:00,  1.92it/s]\nEpoch 0: |          | 3370/? [29:14<00:00,  1.92it/s]\nEpoch 0: |          | 3371/? [29:14<00:00,  1.92it/s]\nEpoch 0: |          | 3371/? [29:14<00:00,  1.92it/s]\nEpoch 0: |          | 3372/? [29:15<00:00,  1.92it/s]\nEpoch 0: |          | 3372/? [29:15<00:00,  1.92it/s]\nEpoch 0: |          | 3373/? [29:15<00:00,  1.92it/s]\nEpoch 0: |          | 3373/? [29:15<00:00,  1.92it/s]\nEpoch 0: |          | 3374/? [29:16<00:00,  1.92it/s]\nEpoch 0: |          | 3374/? [29:16<00:00,  1.92it/s]\nEpoch 0: |          | 3375/? [29:16<00:00,  1.92it/s]\nEpoch 0: |          | 3375/? [29:16<00:00,  1.92it/s]\nEpoch 0: |          | 3376/? [29:16<00:00,  1.92it/s]\nEpoch 0: |          | 3376/? [29:16<00:00,  1.92it/s]\nEpoch 0: |          | 3377/? [29:17<00:00,  1.92it/s]\nEpoch 0: |          | 3377/? [29:17<00:00,  1.92it/s]\nEpoch 0: |          | 3378/? [29:17<00:00,  1.92it/s]\nEpoch 0: |          | 3378/? [29:17<00:00,  1.92it/s]\nEpoch 0: |          | 3379/? [29:18<00:00,  1.92it/s]\nEpoch 0: |          | 3379/? [29:18<00:00,  1.92it/s]\nEpoch 0: |          | 3380/? [29:18<00:00,  1.92it/s]\nEpoch 0: |          | 3380/? [29:18<00:00,  1.92it/s]\nEpoch 0: |          | 3381/? [29:18<00:00,  1.92it/s]\nEpoch 0: |          | 3381/? [29:18<00:00,  1.92it/s]\nEpoch 0: |          | 3382/? [29:19<00:00,  1.92it/s]\nEpoch 0: |          | 3382/? [29:19<00:00,  1.92it/s]\nEpoch 0: |          | 3383/? [29:19<00:00,  1.92it/s]\nEpoch 0: |          | 3383/? [29:19<00:00,  1.92it/s]\nEpoch 0: |          | 3384/? [29:20<00:00,  1.92it/s]\nEpoch 0: |          | 3384/? [29:20<00:00,  1.92it/s]\nEpoch 0: |          | 3385/? [29:20<00:00,  1.92it/s]\nEpoch 0: |          | 3385/? [29:20<00:00,  1.92it/s]\nEpoch 0: |          | 3386/? [29:20<00:00,  1.92it/s]\nEpoch 0: |          | 3386/? [29:20<00:00,  1.92it/s]\nEpoch 0: |          | 3387/? [29:21<00:00,  1.92it/s]\nEpoch 0: |          | 3387/? [29:21<00:00,  1.92it/s]\nEpoch 0: |          | 3388/? [29:21<00:00,  1.92it/s]\nEpoch 0: |          | 3388/? [29:21<00:00,  1.92it/s]\nEpoch 0: |          | 3389/? [29:22<00:00,  1.92it/s]\nEpoch 0: |          | 3389/? [29:22<00:00,  1.92it/s]\nEpoch 0: |          | 3390/? [29:22<00:00,  1.92it/s]\nEpoch 0: |          | 3390/? [29:22<00:00,  1.92it/s]\nEpoch 0: |          | 3391/? [29:22<00:00,  1.92it/s]\nEpoch 0: |          | 3391/? [29:22<00:00,  1.92it/s]\nEpoch 0: |          | 3392/? [29:23<00:00,  1.92it/s]\nEpoch 0: |          | 3392/? [29:23<00:00,  1.92it/s]\nEpoch 0: |          | 3393/? [29:23<00:00,  1.92it/s]\nEpoch 0: |          | 3393/? [29:23<00:00,  1.92it/s]\nEpoch 0: |          | 3394/? [29:24<00:00,  1.92it/s]\nEpoch 0: |          | 3394/? [29:24<00:00,  1.92it/s]\nEpoch 0: |          | 3395/? [29:24<00:00,  1.92it/s]\nEpoch 0: |          | 3395/? [29:24<00:00,  1.92it/s]\nEpoch 0: |          | 3396/? [29:24<00:00,  1.92it/s]\nEpoch 0: |          | 3396/? [29:24<00:00,  1.92it/s]\nEpoch 0: |          | 3397/? [29:25<00:00,  1.92it/s]\nEpoch 0: |          | 3397/? [29:25<00:00,  1.92it/s]\nEpoch 0: |          | 3398/? [29:25<00:00,  1.92it/s]\nEpoch 0: |          | 3398/? [29:25<00:00,  1.92it/s]\nEpoch 0: |          | 3399/? [29:26<00:00,  1.92it/s]\nEpoch 0: |          | 3399/? [29:26<00:00,  1.92it/s]\nEpoch 0: |          | 3400/? [29:26<00:00,  1.92it/s]\nEpoch 0: |          | 3400/? [29:26<00:00,  1.92it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.03it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  6.07it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  6.22it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.02it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 3400/? [29:27<00:00,  1.92it/s]\nEpoch 0: |          | 3401/? [29:27<00:00,  1.92it/s]\nEpoch 0: |          | 3401/? [29:27<00:00,  1.92it/s]\nEpoch 0: |          | 3402/? [29:27<00:00,  1.92it/s]\nEpoch 0: |          | 3402/? [29:27<00:00,  1.92it/s]\nEpoch 0: |          | 3403/? [29:28<00:00,  1.92it/s]\nEpoch 0: |          | 3403/? [29:28<00:00,  1.92it/s]\nEpoch 0: |          | 3404/? [29:28<00:00,  1.92it/s]\nEpoch 0: |          | 3404/? [29:28<00:00,  1.92it/s]\nEpoch 0: |          | 3405/? [29:29<00:00,  1.92it/s]\nEpoch 0: |          | 3405/? [29:29<00:00,  1.92it/s]\nEpoch 0: |          | 3406/? [29:29<00:00,  1.92it/s]\nEpoch 0: |          | 3406/? [29:29<00:00,  1.92it/s]\nEpoch 0: |          | 3407/? [29:29<00:00,  1.92it/s]\nEpoch 0: |          | 3407/? [29:29<00:00,  1.92it/s]\nEpoch 0: |          | 3408/? [29:30<00:00,  1.93it/s]\nEpoch 0: |          | 3408/? [29:30<00:00,  1.93it/s]\nEpoch 0: |          | 3409/? [29:30<00:00,  1.93it/s]\nEpoch 0: |          | 3409/? [29:30<00:00,  1.93it/s]\nEpoch 0: |          | 3410/? [29:31<00:00,  1.93it/s]\nEpoch 0: |          | 3410/? [29:31<00:00,  1.93it/s]\nEpoch 0: |          | 3411/? [29:31<00:00,  1.93it/s]\nEpoch 0: |          | 3411/? [29:31<00:00,  1.93it/s]\nEpoch 0: |          | 3412/? [29:31<00:00,  1.93it/s]\nEpoch 0: |          | 3412/? [29:31<00:00,  1.93it/s]\nEpoch 0: |          | 3413/? [29:32<00:00,  1.93it/s]\nEpoch 0: |          | 3413/? [29:32<00:00,  1.93it/s]\nEpoch 0: |          | 3414/? [29:32<00:00,  1.93it/s]\nEpoch 0: |          | 3414/? [29:32<00:00,  1.93it/s]\nEpoch 0: |          | 3415/? [29:33<00:00,  1.93it/s]\nEpoch 0: |          | 3415/? [29:33<00:00,  1.93it/s]\nEpoch 0: |          | 3416/? [29:33<00:00,  1.93it/s]\nEpoch 0: |          | 3416/? [29:33<00:00,  1.93it/s]\nEpoch 0: |          | 3417/? [29:33<00:00,  1.93it/s]\nEpoch 0: |          | 3417/? [29:33<00:00,  1.93it/s]\nEpoch 0: |          | 3418/? [29:34<00:00,  1.93it/s]\nEpoch 0: |          | 3418/? [29:34<00:00,  1.93it/s]\nEpoch 0: |          | 3419/? [29:34<00:00,  1.93it/s]\nEpoch 0: |          | 3419/? [29:34<00:00,  1.93it/s]\nEpoch 0: |          | 3420/? [29:35<00:00,  1.93it/s]\nEpoch 0: |          | 3420/? [29:35<00:00,  1.93it/s]\nEpoch 0: |          | 3421/? [29:35<00:00,  1.93it/s]\nEpoch 0: |          | 3421/? [29:35<00:00,  1.93it/s]\nEpoch 0: |          | 3422/? [29:35<00:00,  1.93it/s]\nEpoch 0: |          | 3422/? [29:35<00:00,  1.93it/s]\nEpoch 0: |          | 3423/? [29:36<00:00,  1.93it/s]\nEpoch 0: |          | 3423/? [29:36<00:00,  1.93it/s]\nEpoch 0: |          | 3424/? [29:36<00:00,  1.93it/s]\nEpoch 0: |          | 3424/? [29:36<00:00,  1.93it/s]\nEpoch 0: |          | 3425/? [29:37<00:00,  1.93it/s]\nEpoch 0: |          | 3425/? [29:37<00:00,  1.93it/s]\nEpoch 0: |          | 3426/? [29:37<00:00,  1.93it/s]\nEpoch 0: |          | 3426/? [29:37<00:00,  1.93it/s]\nEpoch 0: |          | 3427/? [29:37<00:00,  1.93it/s]\nEpoch 0: |          | 3427/? [29:37<00:00,  1.93it/s]\nEpoch 0: |          | 3428/? [29:38<00:00,  1.93it/s]\nEpoch 0: |          | 3428/? [29:38<00:00,  1.93it/s]\nEpoch 0: |          | 3429/? [29:38<00:00,  1.93it/s]\nEpoch 0: |          | 3429/? [29:38<00:00,  1.93it/s]\nEpoch 0: |          | 3430/? [29:39<00:00,  1.93it/s]\nEpoch 0: |          | 3430/? [29:39<00:00,  1.93it/s]\nEpoch 0: |          | 3431/? [29:39<00:00,  1.93it/s]\nEpoch 0: |          | 3431/? [29:39<00:00,  1.93it/s]\nEpoch 0: |          | 3432/? [29:39<00:00,  1.93it/s]\nEpoch 0: |          | 3432/? [29:39<00:00,  1.93it/s]\nEpoch 0: |          | 3433/? [29:40<00:00,  1.93it/s]\nEpoch 0: |          | 3433/? [29:40<00:00,  1.93it/s]\nEpoch 0: |          | 3434/? [29:40<00:00,  1.93it/s]\nEpoch 0: |          | 3434/? [29:40<00:00,  1.93it/s]\nEpoch 0: |          | 3435/? [29:41<00:00,  1.93it/s]\nEpoch 0: |          | 3435/? [29:41<00:00,  1.93it/s]\nEpoch 0: |          | 3436/? [29:41<00:00,  1.93it/s]\nEpoch 0: |          | 3436/? [29:41<00:00,  1.93it/s]\nEpoch 0: |          | 3437/? [29:41<00:00,  1.93it/s]\nEpoch 0: |          | 3437/? [29:41<00:00,  1.93it/s]\nEpoch 0: |          | 3438/? [29:42<00:00,  1.93it/s]\nEpoch 0: |          | 3438/? [29:42<00:00,  1.93it/s]\nEpoch 0: |          | 3439/? [29:42<00:00,  1.93it/s]\nEpoch 0: |          | 3439/? [29:42<00:00,  1.93it/s]\nEpoch 0: |          | 3440/? [29:42<00:00,  1.93it/s]\nEpoch 0: |          | 3440/? [29:42<00:00,  1.93it/s]\nEpoch 0: |          | 3441/? [29:43<00:00,  1.93it/s]\nEpoch 0: |          | 3441/? [29:43<00:00,  1.93it/s]\nEpoch 0: |          | 3442/? [29:43<00:00,  1.93it/s]\nEpoch 0: |          | 3442/? [29:43<00:00,  1.93it/s]\nEpoch 0: |          | 3443/? [29:44<00:00,  1.93it/s]\nEpoch 0: |          | 3443/? [29:44<00:00,  1.93it/s]\nEpoch 0: |          | 3444/? [29:44<00:00,  1.93it/s]\nEpoch 0: |          | 3444/? [29:44<00:00,  1.93it/s]\nEpoch 0: |          | 3445/? [29:44<00:00,  1.93it/s]\nEpoch 0: |          | 3445/? [29:44<00:00,  1.93it/s]\nEpoch 0: |          | 3446/? [29:45<00:00,  1.93it/s]\nEpoch 0: |          | 3446/? [29:45<00:00,  1.93it/s]\nEpoch 0: |          | 3447/? [29:45<00:00,  1.93it/s]\nEpoch 0: |          | 3447/? [29:45<00:00,  1.93it/s]\nEpoch 0: |          | 3448/? [29:46<00:00,  1.93it/s]\nEpoch 0: |          | 3448/? [29:46<00:00,  1.93it/s]\nEpoch 0: |          | 3449/? [29:46<00:00,  1.93it/s]\nEpoch 0: |          | 3449/? [29:46<00:00,  1.93it/s]\nEpoch 0: |          | 3450/? [29:46<00:00,  1.93it/s]\nEpoch 0: |          | 3450/? [29:46<00:00,  1.93it/s]\nEpoch 0: |          | 3451/? [29:47<00:00,  1.93it/s]\nEpoch 0: |          | 3451/? [29:47<00:00,  1.93it/s]\nEpoch 0: |          | 3452/? [29:47<00:00,  1.93it/s]\nEpoch 0: |          | 3452/? [29:47<00:00,  1.93it/s]\nEpoch 0: |          | 3453/? [29:48<00:00,  1.93it/s]\nEpoch 0: |          | 3453/? [29:48<00:00,  1.93it/s]\nEpoch 0: |          | 3454/? [29:48<00:00,  1.93it/s]\nEpoch 0: |          | 3454/? [29:48<00:00,  1.93it/s]\nEpoch 0: |          | 3455/? [29:48<00:00,  1.93it/s]\nEpoch 0: |          | 3455/? [29:48<00:00,  1.93it/s]\nEpoch 0: |          | 3456/? [29:49<00:00,  1.93it/s]\nEpoch 0: |          | 3456/? [29:49<00:00,  1.93it/s]\nEpoch 0: |          | 3457/? [29:49<00:00,  1.93it/s]\nEpoch 0: |          | 3457/? [29:49<00:00,  1.93it/s]\nEpoch 0: |          | 3458/? [29:49<00:00,  1.93it/s]\nEpoch 0: |          | 3458/? [29:49<00:00,  1.93it/s]\nEpoch 0: |          | 3459/? [29:50<00:00,  1.93it/s]\nEpoch 0: |          | 3459/? [29:50<00:00,  1.93it/s]\nEpoch 0: |          | 3460/? [29:50<00:00,  1.93it/s]\nEpoch 0: |          | 3460/? [29:50<00:00,  1.93it/s]\nEpoch 0: |          | 3461/? [29:51<00:00,  1.93it/s]\nEpoch 0: |          | 3461/? [29:51<00:00,  1.93it/s]\nEpoch 0: |          | 3462/? [29:51<00:00,  1.93it/s]\nEpoch 0: |          | 3462/? [29:51<00:00,  1.93it/s]\nEpoch 0: |          | 3463/? [29:51<00:00,  1.93it/s]\nEpoch 0: |          | 3463/? [29:51<00:00,  1.93it/s]\nEpoch 0: |          | 3464/? [29:52<00:00,  1.93it/s]\nEpoch 0: |          | 3464/? [29:52<00:00,  1.93it/s]\nEpoch 0: |          | 3465/? [29:52<00:00,  1.93it/s]\nEpoch 0: |          | 3465/? [29:52<00:00,  1.93it/s]\nEpoch 0: |          | 3466/? [29:53<00:00,  1.93it/s]\nEpoch 0: |          | 3466/? [29:53<00:00,  1.93it/s]\nEpoch 0: |          | 3467/? [29:53<00:00,  1.93it/s]\nEpoch 0: |          | 3467/? [29:53<00:00,  1.93it/s]\nEpoch 0: |          | 3468/? [29:53<00:00,  1.93it/s]\nEpoch 0: |          | 3468/? [29:53<00:00,  1.93it/s]\nEpoch 0: |          | 3469/? [29:54<00:00,  1.93it/s]\nEpoch 0: |          | 3469/? [29:54<00:00,  1.93it/s]\nEpoch 0: |          | 3470/? [29:54<00:00,  1.93it/s]\nEpoch 0: |          | 3470/? [29:54<00:00,  1.93it/s]\nEpoch 0: |          | 3471/? [29:55<00:00,  1.93it/s]\nEpoch 0: |          | 3471/? [29:55<00:00,  1.93it/s]\nEpoch 0: |          | 3472/? [29:55<00:00,  1.93it/s]\nEpoch 0: |          | 3472/? [29:55<00:00,  1.93it/s]\nEpoch 0: |          | 3473/? [29:55<00:00,  1.93it/s]\nEpoch 0: |          | 3473/? [29:55<00:00,  1.93it/s]\nEpoch 0: |          | 3474/? [29:56<00:00,  1.93it/s]\nEpoch 0: |          | 3474/? [29:56<00:00,  1.93it/s]\nEpoch 0: |          | 3475/? [29:56<00:00,  1.93it/s]\nEpoch 0: |          | 3475/? [29:56<00:00,  1.93it/s]\nEpoch 0: |          | 3476/? [29:57<00:00,  1.93it/s]\nEpoch 0: |          | 3476/? [29:57<00:00,  1.93it/s]\nEpoch 0: |          | 3477/? [29:57<00:00,  1.93it/s]\nEpoch 0: |          | 3477/? [29:57<00:00,  1.93it/s]\nEpoch 0: |          | 3478/? [29:57<00:00,  1.93it/s]\nEpoch 0: |          | 3478/? [29:57<00:00,  1.93it/s]\nEpoch 0: |          | 3479/? [29:58<00:00,  1.93it/s]\nEpoch 0: |          | 3479/? [29:58<00:00,  1.93it/s]\nEpoch 0: |          | 3480/? [29:58<00:00,  1.93it/s]\nEpoch 0: |          | 3480/? [29:58<00:00,  1.93it/s]\nEpoch 0: |          | 3481/? [29:58<00:00,  1.94it/s]\nEpoch 0: |          | 3481/? [29:58<00:00,  1.94it/s]\nEpoch 0: |          | 3482/? [29:59<00:00,  1.94it/s]\nEpoch 0: |          | 3482/? [29:59<00:00,  1.94it/s]\nEpoch 0: |          | 3483/? [29:59<00:00,  1.94it/s]\nEpoch 0: |          | 3483/? [29:59<00:00,  1.94it/s]\nEpoch 0: |          | 3484/? [30:00<00:00,  1.94it/s]\nEpoch 0: |          | 3484/? [30:00<00:00,  1.94it/s]\nEpoch 0: |          | 3485/? [30:00<00:00,  1.94it/s]\nEpoch 0: |          | 3485/? [30:00<00:00,  1.94it/s]\nEpoch 0: |          | 3486/? [30:00<00:00,  1.94it/s]\nEpoch 0: |          | 3486/? [30:00<00:00,  1.94it/s]\nEpoch 0: |          | 3487/? [30:01<00:00,  1.94it/s]\nEpoch 0: |          | 3487/? [30:01<00:00,  1.94it/s]\nEpoch 0: |          | 3488/? [30:01<00:00,  1.94it/s]\nEpoch 0: |          | 3488/? [30:01<00:00,  1.94it/s]\nEpoch 0: |          | 3489/? [30:02<00:00,  1.94it/s]\nEpoch 0: |          | 3489/? [30:02<00:00,  1.94it/s]\nEpoch 0: |          | 3490/? [30:02<00:00,  1.94it/s]\nEpoch 0: |          | 3490/? [30:02<00:00,  1.94it/s]\nEpoch 0: |          | 3491/? [30:02<00:00,  1.94it/s]\nEpoch 0: |          | 3491/? [30:02<00:00,  1.94it/s]\nEpoch 0: |          | 3492/? [30:03<00:00,  1.94it/s]\nEpoch 0: |          | 3492/? [30:03<00:00,  1.94it/s]\nEpoch 0: |          | 3493/? [30:03<00:00,  1.94it/s]\nEpoch 0: |          | 3493/? [30:03<00:00,  1.94it/s]\nEpoch 0: |          | 3494/? [30:04<00:00,  1.94it/s]\nEpoch 0: |          | 3494/? [30:04<00:00,  1.94it/s]\nEpoch 0: |          | 3495/? [30:04<00:00,  1.94it/s]\nEpoch 0: |          | 3495/? [30:04<00:00,  1.94it/s]\nEpoch 0: |          | 3496/? [30:04<00:00,  1.94it/s]\nEpoch 0: |          | 3496/? [30:04<00:00,  1.94it/s]\nEpoch 0: |          | 3497/? [30:05<00:00,  1.94it/s]\nEpoch 0: |          | 3497/? [30:05<00:00,  1.94it/s]\nEpoch 0: |          | 3498/? [30:05<00:00,  1.94it/s]\nEpoch 0: |          | 3498/? [30:05<00:00,  1.94it/s]\nEpoch 0: |          | 3499/? [30:06<00:00,  1.94it/s]\nEpoch 0: |          | 3499/? [30:06<00:00,  1.94it/s]\nEpoch 0: |          | 3500/? [30:06<00:00,  1.94it/s]\nEpoch 0: |          | 3500/? [30:06<00:00,  1.94it/s]\nEpoch 0: |          | 3501/? [30:06<00:00,  1.94it/s]\nEpoch 0: |          | 3501/? [30:06<00:00,  1.94it/s]\nEpoch 0: |          | 3502/? [30:07<00:00,  1.94it/s]\nEpoch 0: |          | 3502/? [30:07<00:00,  1.94it/s]\nEpoch 0: |          | 3503/? [30:07<00:00,  1.94it/s]\nEpoch 0: |          | 3503/? [30:07<00:00,  1.94it/s]\nEpoch 0: |          | 3504/? [30:07<00:00,  1.94it/s]\nEpoch 0: |          | 3504/? [30:07<00:00,  1.94it/s]\nEpoch 0: |          | 3505/? [30:08<00:00,  1.94it/s]\nEpoch 0: |          | 3505/? [30:08<00:00,  1.94it/s]\nEpoch 0: |          | 3506/? [30:08<00:00,  1.94it/s]\nEpoch 0: |          | 3506/? [30:08<00:00,  1.94it/s]\nEpoch 0: |          | 3507/? [30:09<00:00,  1.94it/s]\nEpoch 0: |          | 3507/? [30:09<00:00,  1.94it/s]\nEpoch 0: |          | 3508/? [30:09<00:00,  1.94it/s]\nEpoch 0: |          | 3508/? [30:09<00:00,  1.94it/s]\nEpoch 0: |          | 3509/? [30:09<00:00,  1.94it/s]\nEpoch 0: |          | 3509/? [30:09<00:00,  1.94it/s]\nEpoch 0: |          | 3510/? [30:10<00:00,  1.94it/s]\nEpoch 0: |          | 3510/? [30:10<00:00,  1.94it/s]\nEpoch 0: |          | 3511/? [30:10<00:00,  1.94it/s]\nEpoch 0: |          | 3511/? [30:10<00:00,  1.94it/s]\nEpoch 0: |          | 3512/? [30:11<00:00,  1.94it/s]\nEpoch 0: |          | 3512/? [30:11<00:00,  1.94it/s]\nEpoch 0: |          | 3513/? [30:11<00:00,  1.94it/s]\nEpoch 0: |          | 3513/? [30:11<00:00,  1.94it/s]\nEpoch 0: |          | 3514/? [30:11<00:00,  1.94it/s]\nEpoch 0: |          | 3514/? [30:11<00:00,  1.94it/s]\nEpoch 0: |          | 3515/? [30:12<00:00,  1.94it/s]\nEpoch 0: |          | 3515/? [30:12<00:00,  1.94it/s]\nEpoch 0: |          | 3516/? [30:12<00:00,  1.94it/s]\nEpoch 0: |          | 3516/? [30:12<00:00,  1.94it/s]\nEpoch 0: |          | 3517/? [30:13<00:00,  1.94it/s]\nEpoch 0: |          | 3517/? [30:13<00:00,  1.94it/s]\nEpoch 0: |          | 3518/? [30:13<00:00,  1.94it/s]\nEpoch 0: |          | 3518/? [30:13<00:00,  1.94it/s]\nEpoch 0: |          | 3519/? [30:13<00:00,  1.94it/s]\nEpoch 0: |          | 3519/? [30:13<00:00,  1.94it/s]\nEpoch 0: |          | 3520/? [30:14<00:00,  1.94it/s]\nEpoch 0: |          | 3520/? [30:14<00:00,  1.94it/s]\nEpoch 0: |          | 3521/? [30:14<00:00,  1.94it/s]\nEpoch 0: |          | 3521/? [30:14<00:00,  1.94it/s]\nEpoch 0: |          | 3522/? [30:14<00:00,  1.94it/s]\nEpoch 0: |          | 3522/? [30:14<00:00,  1.94it/s]\nEpoch 0: |          | 3523/? [30:15<00:00,  1.94it/s]\nEpoch 0: |          | 3523/? [30:15<00:00,  1.94it/s]\nEpoch 0: |          | 3524/? [30:15<00:00,  1.94it/s]\nEpoch 0: |          | 3524/? [30:15<00:00,  1.94it/s]\nEpoch 0: |          | 3525/? [30:16<00:00,  1.94it/s]\nEpoch 0: |          | 3525/? [30:16<00:00,  1.94it/s]\nEpoch 0: |          | 3526/? [30:16<00:00,  1.94it/s]\nEpoch 0: |          | 3526/? [30:16<00:00,  1.94it/s]\nEpoch 0: |          | 3527/? [30:16<00:00,  1.94it/s]\nEpoch 0: |          | 3527/? [30:16<00:00,  1.94it/s]\nEpoch 0: |          | 3528/? [30:17<00:00,  1.94it/s]\nEpoch 0: |          | 3528/? [30:17<00:00,  1.94it/s]\nEpoch 0: |          | 3529/? [30:17<00:00,  1.94it/s]\nEpoch 0: |          | 3529/? [30:17<00:00,  1.94it/s]\nEpoch 0: |          | 3530/? [30:18<00:00,  1.94it/s]\nEpoch 0: |          | 3530/? [30:18<00:00,  1.94it/s]\nEpoch 0: |          | 3531/? [30:18<00:00,  1.94it/s]\nEpoch 0: |          | 3531/? [30:18<00:00,  1.94it/s]\nEpoch 0: |          | 3532/? [30:18<00:00,  1.94it/s]\nEpoch 0: |          | 3532/? [30:18<00:00,  1.94it/s]\nEpoch 0: |          | 3533/? [30:19<00:00,  1.94it/s]\nEpoch 0: |          | 3533/? [30:19<00:00,  1.94it/s]\nEpoch 0: |          | 3534/? [30:19<00:00,  1.94it/s]\nEpoch 0: |          | 3534/? [30:19<00:00,  1.94it/s]\nEpoch 0: |          | 3535/? [30:20<00:00,  1.94it/s]\nEpoch 0: |          | 3535/? [30:20<00:00,  1.94it/s]\nEpoch 0: |          | 3536/? [30:20<00:00,  1.94it/s]\nEpoch 0: |          | 3536/? [30:20<00:00,  1.94it/s]\nEpoch 0: |          | 3537/? [30:20<00:00,  1.94it/s]\nEpoch 0: |          | 3537/? [30:20<00:00,  1.94it/s]\nEpoch 0: |          | 3538/? [30:21<00:00,  1.94it/s]\nEpoch 0: |          | 3538/? [30:21<00:00,  1.94it/s]\nEpoch 0: |          | 3539/? [30:21<00:00,  1.94it/s]\nEpoch 0: |          | 3539/? [30:21<00:00,  1.94it/s]\nEpoch 0: |          | 3540/? [30:22<00:00,  1.94it/s]\nEpoch 0: |          | 3540/? [30:22<00:00,  1.94it/s]\nEpoch 0: |          | 3541/? [30:22<00:00,  1.94it/s]\nEpoch 0: |          | 3541/? [30:22<00:00,  1.94it/s]\nEpoch 0: |          | 3542/? [30:22<00:00,  1.94it/s]\nEpoch 0: |          | 3542/? [30:22<00:00,  1.94it/s]\nEpoch 0: |          | 3543/? [30:23<00:00,  1.94it/s]\nEpoch 0: |          | 3543/? [30:23<00:00,  1.94it/s]\nEpoch 0: |          | 3544/? [30:23<00:00,  1.94it/s]\nEpoch 0: |          | 3544/? [30:23<00:00,  1.94it/s]\nEpoch 0: |          | 3545/? [30:24<00:00,  1.94it/s]\nEpoch 0: |          | 3545/? [30:24<00:00,  1.94it/s]\nEpoch 0: |          | 3546/? [30:24<00:00,  1.94it/s]\nEpoch 0: |          | 3546/? [30:24<00:00,  1.94it/s]\nEpoch 0: |          | 3547/? [30:25<00:00,  1.94it/s]\nEpoch 0: |          | 3547/? [30:25<00:00,  1.94it/s]\nEpoch 0: |          | 3548/? [30:25<00:00,  1.94it/s]\nEpoch 0: |          | 3548/? [30:25<00:00,  1.94it/s]\nEpoch 0: |          | 3549/? [30:25<00:00,  1.94it/s]\nEpoch 0: |          | 3549/? [30:25<00:00,  1.94it/s]\nEpoch 0: |          | 3550/? [30:26<00:00,  1.94it/s]\nEpoch 0: |          | 3550/? [30:26<00:00,  1.94it/s]\nEpoch 0: |          | 3551/? [30:26<00:00,  1.94it/s]\nEpoch 0: |          | 3551/? [30:26<00:00,  1.94it/s]\nEpoch 0: |          | 3552/? [30:26<00:00,  1.94it/s]\nEpoch 0: |          | 3552/? [30:26<00:00,  1.94it/s]\nEpoch 0: |          | 3553/? [30:27<00:00,  1.94it/s]\nEpoch 0: |          | 3553/? [30:27<00:00,  1.94it/s]\nEpoch 0: |          | 3554/? [30:27<00:00,  1.94it/s]\nEpoch 0: |          | 3554/? [30:27<00:00,  1.94it/s]\nEpoch 0: |          | 3555/? [30:28<00:00,  1.94it/s]\nEpoch 0: |          | 3555/? [30:28<00:00,  1.94it/s]\nEpoch 0: |          | 3556/? [30:28<00:00,  1.94it/s]\nEpoch 0: |          | 3556/? [30:28<00:00,  1.94it/s]\nEpoch 0: |          | 3557/? [30:28<00:00,  1.94it/s]\nEpoch 0: |          | 3557/? [30:28<00:00,  1.94it/s]\nEpoch 0: |          | 3558/? [30:29<00:00,  1.94it/s]\nEpoch 0: |          | 3558/? [30:29<00:00,  1.94it/s]\nEpoch 0: |          | 3559/? [30:29<00:00,  1.95it/s]\nEpoch 0: |          | 3559/? [30:29<00:00,  1.95it/s]\nEpoch 0: |          | 3560/? [30:30<00:00,  1.95it/s]\nEpoch 0: |          | 3560/? [30:30<00:00,  1.95it/s]\nEpoch 0: |          | 3561/? [30:30<00:00,  1.95it/s]\nEpoch 0: |          | 3561/? [30:30<00:00,  1.95it/s]\nEpoch 0: |          | 3562/? [30:30<00:00,  1.95it/s]\nEpoch 0: |          | 3562/? [30:30<00:00,  1.95it/s]\nEpoch 0: |          | 3563/? [30:31<00:00,  1.95it/s]\nEpoch 0: |          | 3563/? [30:31<00:00,  1.95it/s]\nEpoch 0: |          | 3564/? [30:31<00:00,  1.95it/s]\nEpoch 0: |          | 3564/? [30:31<00:00,  1.95it/s]\nEpoch 0: |          | 3565/? [30:32<00:00,  1.95it/s]\nEpoch 0: |          | 3565/? [30:32<00:00,  1.95it/s]\nEpoch 0: |          | 3566/? [30:32<00:00,  1.95it/s]\nEpoch 0: |          | 3566/? [30:32<00:00,  1.95it/s]\nEpoch 0: |          | 3567/? [30:32<00:00,  1.95it/s]\nEpoch 0: |          | 3567/? [30:32<00:00,  1.95it/s]\nEpoch 0: |          | 3568/? [30:33<00:00,  1.95it/s]\nEpoch 0: |          | 3568/? [30:33<00:00,  1.95it/s]\nEpoch 0: |          | 3569/? [30:33<00:00,  1.95it/s]\nEpoch 0: |          | 3569/? [30:33<00:00,  1.95it/s]\nEpoch 0: |          | 3570/? [30:34<00:00,  1.95it/s]\nEpoch 0: |          | 3570/? [30:34<00:00,  1.95it/s]\nEpoch 0: |          | 3571/? [30:34<00:00,  1.95it/s]\nEpoch 0: |          | 3571/? [30:34<00:00,  1.95it/s]\nEpoch 0: |          | 3572/? [30:34<00:00,  1.95it/s]\nEpoch 0: |          | 3572/? [30:34<00:00,  1.95it/s]\nEpoch 0: |          | 3573/? [30:35<00:00,  1.95it/s]\nEpoch 0: |          | 3573/? [30:35<00:00,  1.95it/s]\nEpoch 0: |          | 3574/? [30:35<00:00,  1.95it/s]\nEpoch 0: |          | 3574/? [30:35<00:00,  1.95it/s]\nEpoch 0: |          | 3575/? [30:35<00:00,  1.95it/s]\nEpoch 0: |          | 3575/? [30:35<00:00,  1.95it/s]\nEpoch 0: |          | 3576/? [30:36<00:00,  1.95it/s]\nEpoch 0: |          | 3576/? [30:36<00:00,  1.95it/s]\nEpoch 0: |          | 3577/? [30:36<00:00,  1.95it/s]\nEpoch 0: |          | 3577/? [30:36<00:00,  1.95it/s]\nEpoch 0: |          | 3578/? [30:37<00:00,  1.95it/s]\nEpoch 0: |          | 3578/? [30:37<00:00,  1.95it/s]\nEpoch 0: |          | 3579/? [30:37<00:00,  1.95it/s]\nEpoch 0: |          | 3579/? [30:37<00:00,  1.95it/s]\nEpoch 0: |          | 3580/? [30:37<00:00,  1.95it/s]\nEpoch 0: |          | 3580/? [30:37<00:00,  1.95it/s]\nEpoch 0: |          | 3581/? [30:38<00:00,  1.95it/s]\nEpoch 0: |          | 3581/? [30:38<00:00,  1.95it/s]\nEpoch 0: |          | 3582/? [30:38<00:00,  1.95it/s]\nEpoch 0: |          | 3582/? [30:38<00:00,  1.95it/s]\nEpoch 0: |          | 3583/? [30:39<00:00,  1.95it/s]\nEpoch 0: |          | 3583/? [30:39<00:00,  1.95it/s]\nEpoch 0: |          | 3584/? [30:39<00:00,  1.95it/s]\nEpoch 0: |          | 3584/? [30:39<00:00,  1.95it/s]\nEpoch 0: |          | 3585/? [30:40<00:00,  1.95it/s]\nEpoch 0: |          | 3585/? [30:40<00:00,  1.95it/s]\nEpoch 0: |          | 3586/? [30:40<00:00,  1.95it/s]\nEpoch 0: |          | 3586/? [30:40<00:00,  1.95it/s]\nEpoch 0: |          | 3587/? [30:40<00:00,  1.95it/s]\nEpoch 0: |          | 3587/? [30:40<00:00,  1.95it/s]\nEpoch 0: |          | 3588/? [30:41<00:00,  1.95it/s]\nEpoch 0: |          | 3588/? [30:41<00:00,  1.95it/s]\nEpoch 0: |          | 3589/? [30:41<00:00,  1.95it/s]\nEpoch 0: |          | 3589/? [30:41<00:00,  1.95it/s]\nEpoch 0: |          | 3590/? [30:42<00:00,  1.95it/s]\nEpoch 0: |          | 3590/? [30:42<00:00,  1.95it/s]\nEpoch 0: |          | 3591/? [30:42<00:00,  1.95it/s]\nEpoch 0: |          | 3591/? [30:42<00:00,  1.95it/s]\nEpoch 0: |          | 3592/? [30:42<00:00,  1.95it/s]\nEpoch 0: |          | 3592/? [30:42<00:00,  1.95it/s]\nEpoch 0: |          | 3593/? [30:43<00:00,  1.95it/s]\nEpoch 0: |          | 3593/? [30:43<00:00,  1.95it/s]\nEpoch 0: |          | 3594/? [30:43<00:00,  1.95it/s]\nEpoch 0: |          | 3594/? [30:43<00:00,  1.95it/s]\nEpoch 0: |          | 3595/? [30:43<00:00,  1.95it/s]\nEpoch 0: |          | 3595/? [30:43<00:00,  1.95it/s]\nEpoch 0: |          | 3596/? [30:44<00:00,  1.95it/s]\nEpoch 0: |          | 3596/? [30:44<00:00,  1.95it/s]\nEpoch 0: |          | 3597/? [30:44<00:00,  1.95it/s]\nEpoch 0: |          | 3597/? [30:44<00:00,  1.95it/s]\nEpoch 0: |          | 3598/? [30:45<00:00,  1.95it/s]\nEpoch 0: |          | 3598/? [30:45<00:00,  1.95it/s]\nEpoch 0: |          | 3599/? [30:45<00:00,  1.95it/s]\nEpoch 0: |          | 3599/? [30:45<00:00,  1.95it/s]\nEpoch 0: |          | 3600/? [30:45<00:00,  1.95it/s]\nEpoch 0: |          | 3600/? [30:45<00:00,  1.95it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  8.01it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  6.97it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.06it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.75it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 3600/? [30:46<00:00,  1.95it/s]\nEpoch 0: |          | 3601/? [30:46<00:00,  1.95it/s]\nEpoch 0: |          | 3601/? [30:46<00:00,  1.95it/s]\nEpoch 0: |          | 3602/? [30:47<00:00,  1.95it/s]\nEpoch 0: |          | 3602/? [30:47<00:00,  1.95it/s]\nEpoch 0: |          | 3603/? [30:47<00:00,  1.95it/s]\nEpoch 0: |          | 3603/? [30:47<00:00,  1.95it/s]\nEpoch 0: |          | 3604/? [30:48<00:00,  1.95it/s]\nEpoch 0: |          | 3604/? [30:48<00:00,  1.95it/s]\nEpoch 0: |          | 3605/? [30:48<00:00,  1.95it/s]\nEpoch 0: |          | 3605/? [30:48<00:00,  1.95it/s]\nEpoch 0: |          | 3606/? [30:48<00:00,  1.95it/s]\nEpoch 0: |          | 3606/? [30:48<00:00,  1.95it/s]\nEpoch 0: |          | 3607/? [30:49<00:00,  1.95it/s]\nEpoch 0: |          | 3607/? [30:49<00:00,  1.95it/s]\nEpoch 0: |          | 3608/? [30:49<00:00,  1.95it/s]\nEpoch 0: |          | 3608/? [30:49<00:00,  1.95it/s]\nEpoch 0: |          | 3609/? [30:50<00:00,  1.95it/s]\nEpoch 0: |          | 3609/? [30:50<00:00,  1.95it/s]\nEpoch 0: |          | 3610/? [30:50<00:00,  1.95it/s]\nEpoch 0: |          | 3610/? [30:50<00:00,  1.95it/s]\nEpoch 0: |          | 3611/? [30:50<00:00,  1.95it/s]\nEpoch 0: |          | 3611/? [30:50<00:00,  1.95it/s]\nEpoch 0: |          | 3612/? [30:51<00:00,  1.95it/s]\nEpoch 0: |          | 3612/? [30:51<00:00,  1.95it/s]\nEpoch 0: |          | 3613/? [30:51<00:00,  1.95it/s]\nEpoch 0: |          | 3613/? [30:51<00:00,  1.95it/s]\nEpoch 0: |          | 3614/? [30:52<00:00,  1.95it/s]\nEpoch 0: |          | 3614/? [30:52<00:00,  1.95it/s]\nEpoch 0: |          | 3615/? [30:52<00:00,  1.95it/s]\nEpoch 0: |          | 3615/? [30:52<00:00,  1.95it/s]\nEpoch 0: |          | 3616/? [30:52<00:00,  1.95it/s]\nEpoch 0: |          | 3616/? [30:52<00:00,  1.95it/s]\nEpoch 0: |          | 3617/? [30:53<00:00,  1.95it/s]\nEpoch 0: |          | 3617/? [30:53<00:00,  1.95it/s]\nEpoch 0: |          | 3618/? [30:53<00:00,  1.95it/s]\nEpoch 0: |          | 3618/? [30:53<00:00,  1.95it/s]\nEpoch 0: |          | 3619/? [30:54<00:00,  1.95it/s]\nEpoch 0: |          | 3619/? [30:54<00:00,  1.95it/s]\nEpoch 0: |          | 3620/? [30:54<00:00,  1.95it/s]\nEpoch 0: |          | 3620/? [30:54<00:00,  1.95it/s]\nEpoch 0: |          | 3621/? [30:54<00:00,  1.95it/s]\nEpoch 0: |          | 3621/? [30:54<00:00,  1.95it/s]\nEpoch 0: |          | 3622/? [30:55<00:00,  1.95it/s]\nEpoch 0: |          | 3622/? [30:55<00:00,  1.95it/s]\nEpoch 0: |          | 3623/? [30:55<00:00,  1.95it/s]\nEpoch 0: |          | 3623/? [30:55<00:00,  1.95it/s]\nEpoch 0: |          | 3624/? [30:56<00:00,  1.95it/s]\nEpoch 0: |          | 3624/? [30:56<00:00,  1.95it/s]\nEpoch 0: |          | 3625/? [30:56<00:00,  1.95it/s]\nEpoch 0: |          | 3625/? [30:56<00:00,  1.95it/s]\nEpoch 0: |          | 3626/? [30:56<00:00,  1.95it/s]\nEpoch 0: |          | 3626/? [30:56<00:00,  1.95it/s]\nEpoch 0: |          | 3627/? [30:57<00:00,  1.95it/s]\nEpoch 0: |          | 3627/? [30:57<00:00,  1.95it/s]\nEpoch 0: |          | 3628/? [30:57<00:00,  1.95it/s]\nEpoch 0: |          | 3628/? [30:57<00:00,  1.95it/s]\nEpoch 0: |          | 3629/? [30:57<00:00,  1.95it/s]\nEpoch 0: |          | 3629/? [30:57<00:00,  1.95it/s]\nEpoch 0: |          | 3630/? [30:58<00:00,  1.95it/s]\nEpoch 0: |          | 3630/? [30:58<00:00,  1.95it/s]\nEpoch 0: |          | 3631/? [30:58<00:00,  1.95it/s]\nEpoch 0: |          | 3631/? [30:58<00:00,  1.95it/s]\nEpoch 0: |          | 3632/? [30:59<00:00,  1.95it/s]\nEpoch 0: |          | 3632/? [30:59<00:00,  1.95it/s]\nEpoch 0: |          | 3633/? [30:59<00:00,  1.95it/s]\nEpoch 0: |          | 3633/? [30:59<00:00,  1.95it/s]\nEpoch 0: |          | 3634/? [30:59<00:00,  1.95it/s]\nEpoch 0: |          | 3634/? [30:59<00:00,  1.95it/s]\nEpoch 0: |          | 3635/? [31:00<00:00,  1.95it/s]\nEpoch 0: |          | 3635/? [31:00<00:00,  1.95it/s]\nEpoch 0: |          | 3636/? [31:00<00:00,  1.95it/s]\nEpoch 0: |          | 3636/? [31:00<00:00,  1.95it/s]\nEpoch 0: |          | 3637/? [31:01<00:00,  1.95it/s]\nEpoch 0: |          | 3637/? [31:01<00:00,  1.95it/s]\nEpoch 0: |          | 3638/? [31:01<00:00,  1.95it/s]\nEpoch 0: |          | 3638/? [31:01<00:00,  1.95it/s]\nEpoch 0: |          | 3639/? [31:01<00:00,  1.95it/s]\nEpoch 0: |          | 3639/? [31:01<00:00,  1.95it/s]\nEpoch 0: |          | 3640/? [31:02<00:00,  1.95it/s]\nEpoch 0: |          | 3640/? [31:02<00:00,  1.95it/s]\nEpoch 0: |          | 3641/? [31:02<00:00,  1.95it/s]\nEpoch 0: |          | 3641/? [31:02<00:00,  1.95it/s]\nEpoch 0: |          | 3642/? [31:03<00:00,  1.95it/s]\nEpoch 0: |          | 3642/? [31:03<00:00,  1.95it/s]\nEpoch 0: |          | 3643/? [31:03<00:00,  1.96it/s]\nEpoch 0: |          | 3643/? [31:03<00:00,  1.96it/s]\nEpoch 0: |          | 3644/? [31:03<00:00,  1.96it/s]\nEpoch 0: |          | 3644/? [31:03<00:00,  1.96it/s]\nEpoch 0: |          | 3645/? [31:04<00:00,  1.96it/s]\nEpoch 0: |          | 3645/? [31:04<00:00,  1.96it/s]\nEpoch 0: |          | 3646/? [31:04<00:00,  1.96it/s]\nEpoch 0: |          | 3646/? [31:04<00:00,  1.96it/s]\nEpoch 0: |          | 3647/? [31:04<00:00,  1.96it/s]\nEpoch 0: |          | 3647/? [31:04<00:00,  1.96it/s]\nEpoch 0: |          | 3648/? [31:05<00:00,  1.96it/s]\nEpoch 0: |          | 3648/? [31:05<00:00,  1.96it/s]\nEpoch 0: |          | 3649/? [31:05<00:00,  1.96it/s]\nEpoch 0: |          | 3649/? [31:05<00:00,  1.96it/s]\nEpoch 0: |          | 3650/? [31:06<00:00,  1.96it/s]\nEpoch 0: |          | 3650/? [31:06<00:00,  1.96it/s]\nEpoch 0: |          | 3651/? [31:06<00:00,  1.96it/s]\nEpoch 0: |          | 3651/? [31:06<00:00,  1.96it/s]\nEpoch 0: |          | 3652/? [31:06<00:00,  1.96it/s]\nEpoch 0: |          | 3652/? [31:06<00:00,  1.96it/s]\nEpoch 0: |          | 3653/? [31:07<00:00,  1.96it/s]\nEpoch 0: |          | 3653/? [31:07<00:00,  1.96it/s]\nEpoch 0: |          | 3654/? [31:07<00:00,  1.96it/s]\nEpoch 0: |          | 3654/? [31:07<00:00,  1.96it/s]\nEpoch 0: |          | 3655/? [31:08<00:00,  1.96it/s]\nEpoch 0: |          | 3655/? [31:08<00:00,  1.96it/s]\nEpoch 0: |          | 3656/? [31:08<00:00,  1.96it/s]\nEpoch 0: |          | 3656/? [31:08<00:00,  1.96it/s]\nEpoch 0: |          | 3657/? [31:08<00:00,  1.96it/s]\nEpoch 0: |          | 3657/? [31:08<00:00,  1.96it/s]\nEpoch 0: |          | 3658/? [31:09<00:00,  1.96it/s]\nEpoch 0: |          | 3658/? [31:09<00:00,  1.96it/s]\nEpoch 0: |          | 3659/? [31:09<00:00,  1.96it/s]\nEpoch 0: |          | 3659/? [31:09<00:00,  1.96it/s]\nEpoch 0: |          | 3660/? [31:10<00:00,  1.96it/s]\nEpoch 0: |          | 3660/? [31:10<00:00,  1.96it/s]\nEpoch 0: |          | 3661/? [31:10<00:00,  1.96it/s]\nEpoch 0: |          | 3661/? [31:10<00:00,  1.96it/s]\nEpoch 0: |          | 3662/? [31:10<00:00,  1.96it/s]\nEpoch 0: |          | 3662/? [31:10<00:00,  1.96it/s]\nEpoch 0: |          | 3663/? [31:11<00:00,  1.96it/s]\nEpoch 0: |          | 3663/? [31:11<00:00,  1.96it/s]\nEpoch 0: |          | 3664/? [31:11<00:00,  1.96it/s]\nEpoch 0: |          | 3664/? [31:11<00:00,  1.96it/s]\nEpoch 0: |          | 3665/? [31:12<00:00,  1.96it/s]\nEpoch 0: |          | 3665/? [31:12<00:00,  1.96it/s]\nEpoch 0: |          | 3666/? [31:12<00:00,  1.96it/s]\nEpoch 0: |          | 3666/? [31:12<00:00,  1.96it/s]\nEpoch 0: |          | 3667/? [31:12<00:00,  1.96it/s]\nEpoch 0: |          | 3667/? [31:12<00:00,  1.96it/s]\nEpoch 0: |          | 3668/? [31:13<00:00,  1.96it/s]\nEpoch 0: |          | 3668/? [31:13<00:00,  1.96it/s]\nEpoch 0: |          | 3669/? [31:13<00:00,  1.96it/s]\nEpoch 0: |          | 3669/? [31:13<00:00,  1.96it/s]\nEpoch 0: |          | 3670/? [31:13<00:00,  1.96it/s]\nEpoch 0: |          | 3670/? [31:13<00:00,  1.96it/s]\nEpoch 0: |          | 3671/? [31:14<00:00,  1.96it/s]\nEpoch 0: |          | 3671/? [31:14<00:00,  1.96it/s]\nEpoch 0: |          | 3672/? [31:14<00:00,  1.96it/s]\nEpoch 0: |          | 3672/? [31:14<00:00,  1.96it/s]\nEpoch 0: |          | 3673/? [31:15<00:00,  1.96it/s]\nEpoch 0: |          | 3673/? [31:15<00:00,  1.96it/s]\nEpoch 0: |          | 3674/? [31:15<00:00,  1.96it/s]\nEpoch 0: |          | 3674/? [31:15<00:00,  1.96it/s]\nEpoch 0: |          | 3675/? [31:15<00:00,  1.96it/s]\nEpoch 0: |          | 3675/? [31:15<00:00,  1.96it/s]\nEpoch 0: |          | 3676/? [31:16<00:00,  1.96it/s]\nEpoch 0: |          | 3676/? [31:16<00:00,  1.96it/s]\nEpoch 0: |          | 3677/? [31:16<00:00,  1.96it/s]\nEpoch 0: |          | 3677/? [31:16<00:00,  1.96it/s]\nEpoch 0: |          | 3678/? [31:17<00:00,  1.96it/s]\nEpoch 0: |          | 3678/? [31:17<00:00,  1.96it/s]\nEpoch 0: |          | 3679/? [31:17<00:00,  1.96it/s]\nEpoch 0: |          | 3679/? [31:17<00:00,  1.96it/s]\nEpoch 0: |          | 3680/? [31:17<00:00,  1.96it/s]\nEpoch 0: |          | 3680/? [31:17<00:00,  1.96it/s]\nEpoch 0: |          | 3681/? [31:18<00:00,  1.96it/s]\nEpoch 0: |          | 3681/? [31:18<00:00,  1.96it/s]\nEpoch 0: |          | 3682/? [31:18<00:00,  1.96it/s]\nEpoch 0: |          | 3682/? [31:18<00:00,  1.96it/s]\nEpoch 0: |          | 3683/? [31:19<00:00,  1.96it/s]\nEpoch 0: |          | 3683/? [31:19<00:00,  1.96it/s]\nEpoch 0: |          | 3684/? [31:19<00:00,  1.96it/s]\nEpoch 0: |          | 3684/? [31:19<00:00,  1.96it/s]\nEpoch 0: |          | 3685/? [31:19<00:00,  1.96it/s]\nEpoch 0: |          | 3685/? [31:19<00:00,  1.96it/s]\nEpoch 0: |          | 3686/? [31:20<00:00,  1.96it/s]\nEpoch 0: |          | 3686/? [31:20<00:00,  1.96it/s]\nEpoch 0: |          | 3687/? [31:20<00:00,  1.96it/s]\nEpoch 0: |          | 3687/? [31:20<00:00,  1.96it/s]\nEpoch 0: |          | 3688/? [31:20<00:00,  1.96it/s]\nEpoch 0: |          | 3688/? [31:20<00:00,  1.96it/s]\nEpoch 0: |          | 3689/? [31:21<00:00,  1.96it/s]\nEpoch 0: |          | 3689/? [31:21<00:00,  1.96it/s]\nEpoch 0: |          | 3690/? [31:21<00:00,  1.96it/s]\nEpoch 0: |          | 3690/? [31:21<00:00,  1.96it/s]\nEpoch 0: |          | 3691/? [31:22<00:00,  1.96it/s]\nEpoch 0: |          | 3691/? [31:22<00:00,  1.96it/s]\nEpoch 0: |          | 3692/? [31:22<00:00,  1.96it/s]\nEpoch 0: |          | 3692/? [31:22<00:00,  1.96it/s]\nEpoch 0: |          | 3693/? [31:22<00:00,  1.96it/s]\nEpoch 0: |          | 3693/? [31:22<00:00,  1.96it/s]\nEpoch 0: |          | 3694/? [31:23<00:00,  1.96it/s]\nEpoch 0: |          | 3694/? [31:23<00:00,  1.96it/s]\nEpoch 0: |          | 3695/? [31:23<00:00,  1.96it/s]\nEpoch 0: |          | 3695/? [31:23<00:00,  1.96it/s]\nEpoch 0: |          | 3696/? [31:24<00:00,  1.96it/s]\nEpoch 0: |          | 3696/? [31:24<00:00,  1.96it/s]\nEpoch 0: |          | 3697/? [31:24<00:00,  1.96it/s]\nEpoch 0: |          | 3697/? [31:24<00:00,  1.96it/s]\nEpoch 0: |          | 3698/? [31:24<00:00,  1.96it/s]\nEpoch 0: |          | 3698/? [31:24<00:00,  1.96it/s]\nEpoch 0: |          | 3699/? [31:25<00:00,  1.96it/s]\nEpoch 0: |          | 3699/? [31:25<00:00,  1.96it/s]\nEpoch 0: |          | 3700/? [31:25<00:00,  1.96it/s]\nEpoch 0: |          | 3700/? [31:25<00:00,  1.96it/s]\nEpoch 0: |          | 3701/? [31:26<00:00,  1.96it/s]\nEpoch 0: |          | 3701/? [31:26<00:00,  1.96it/s]\nEpoch 0: |          | 3702/? [31:26<00:00,  1.96it/s]\nEpoch 0: |          | 3702/? [31:26<00:00,  1.96it/s]\nEpoch 0: |          | 3703/? [31:26<00:00,  1.96it/s]\nEpoch 0: |          | 3703/? [31:26<00:00,  1.96it/s]\nEpoch 0: |          | 3704/? [31:27<00:00,  1.96it/s]\nEpoch 0: |          | 3704/? [31:27<00:00,  1.96it/s]\nEpoch 0: |          | 3705/? [31:27<00:00,  1.96it/s]\nEpoch 0: |          | 3705/? [31:27<00:00,  1.96it/s]\nEpoch 0: |          | 3706/? [31:28<00:00,  1.96it/s]\nEpoch 0: |          | 3706/? [31:28<00:00,  1.96it/s]\nEpoch 0: |          | 3707/? [31:28<00:00,  1.96it/s]\nEpoch 0: |          | 3707/? [31:28<00:00,  1.96it/s]\nEpoch 0: |          | 3708/? [31:28<00:00,  1.96it/s]\nEpoch 0: |          | 3708/? [31:28<00:00,  1.96it/s]\nEpoch 0: |          | 3709/? [31:29<00:00,  1.96it/s]\nEpoch 0: |          | 3709/? [31:29<00:00,  1.96it/s]\nEpoch 0: |          | 3710/? [31:29<00:00,  1.96it/s]\nEpoch 0: |          | 3710/? [31:29<00:00,  1.96it/s]\nEpoch 0: |          | 3711/? [31:30<00:00,  1.96it/s]\nEpoch 0: |          | 3711/? [31:30<00:00,  1.96it/s]\nEpoch 0: |          | 3712/? [31:30<00:00,  1.96it/s]\nEpoch 0: |          | 3712/? [31:30<00:00,  1.96it/s]\nEpoch 0: |          | 3713/? [31:30<00:00,  1.96it/s]\nEpoch 0: |          | 3713/? [31:30<00:00,  1.96it/s]\nEpoch 0: |          | 3714/? [31:31<00:00,  1.96it/s]\nEpoch 0: |          | 3714/? [31:31<00:00,  1.96it/s]\nEpoch 0: |          | 3715/? [31:31<00:00,  1.96it/s]\nEpoch 0: |          | 3715/? [31:31<00:00,  1.96it/s]\nEpoch 0: |          | 3716/? [31:31<00:00,  1.96it/s]\nEpoch 0: |          | 3716/? [31:31<00:00,  1.96it/s]\nEpoch 0: |          | 3717/? [31:32<00:00,  1.96it/s]\nEpoch 0: |          | 3717/? [31:32<00:00,  1.96it/s]\nEpoch 0: |          | 3718/? [31:32<00:00,  1.96it/s]\nEpoch 0: |          | 3718/? [31:32<00:00,  1.96it/s]\nEpoch 0: |          | 3719/? [31:33<00:00,  1.96it/s]\nEpoch 0: |          | 3719/? [31:33<00:00,  1.96it/s]\nEpoch 0: |          | 3720/? [31:33<00:00,  1.96it/s]\nEpoch 0: |          | 3720/? [31:33<00:00,  1.96it/s]\nEpoch 0: |          | 3721/? [31:33<00:00,  1.96it/s]\nEpoch 0: |          | 3721/? [31:33<00:00,  1.96it/s]\nEpoch 0: |          | 3722/? [31:34<00:00,  1.96it/s]\nEpoch 0: |          | 3722/? [31:34<00:00,  1.96it/s]\nEpoch 0: |          | 3723/? [31:34<00:00,  1.96it/s]\nEpoch 0: |          | 3723/? [31:34<00:00,  1.96it/s]\nEpoch 0: |          | 3724/? [31:35<00:00,  1.97it/s]\nEpoch 0: |          | 3724/? [31:35<00:00,  1.97it/s]\nEpoch 0: |          | 3725/? [31:35<00:00,  1.97it/s]\nEpoch 0: |          | 3725/? [31:35<00:00,  1.97it/s]\nEpoch 0: |          | 3726/? [31:35<00:00,  1.97it/s]\nEpoch 0: |          | 3726/? [31:35<00:00,  1.97it/s]\nEpoch 0: |          | 3727/? [31:36<00:00,  1.97it/s]\nEpoch 0: |          | 3727/? [31:36<00:00,  1.97it/s]\nEpoch 0: |          | 3728/? [31:36<00:00,  1.97it/s]\nEpoch 0: |          | 3728/? [31:36<00:00,  1.97it/s]\nEpoch 0: |          | 3729/? [31:37<00:00,  1.97it/s]\nEpoch 0: |          | 3729/? [31:37<00:00,  1.97it/s]\nEpoch 0: |          | 3730/? [31:37<00:00,  1.97it/s]\nEpoch 0: |          | 3730/? [31:37<00:00,  1.97it/s]\nEpoch 0: |          | 3731/? [31:37<00:00,  1.97it/s]\nEpoch 0: |          | 3731/? [31:37<00:00,  1.97it/s]\nEpoch 0: |          | 3732/? [31:38<00:00,  1.97it/s]\nEpoch 0: |          | 3732/? [31:38<00:00,  1.97it/s]\nEpoch 0: |          | 3733/? [31:38<00:00,  1.97it/s]\nEpoch 0: |          | 3733/? [31:38<00:00,  1.97it/s]\nEpoch 0: |          | 3734/? [31:38<00:00,  1.97it/s]\nEpoch 0: |          | 3734/? [31:38<00:00,  1.97it/s]\nEpoch 0: |          | 3735/? [31:39<00:00,  1.97it/s]\nEpoch 0: |          | 3735/? [31:39<00:00,  1.97it/s]\nEpoch 0: |          | 3736/? [31:39<00:00,  1.97it/s]\nEpoch 0: |          | 3736/? [31:39<00:00,  1.97it/s]\nEpoch 0: |          | 3737/? [31:40<00:00,  1.97it/s]\nEpoch 0: |          | 3737/? [31:40<00:00,  1.97it/s]\nEpoch 0: |          | 3738/? [31:40<00:00,  1.97it/s]\nEpoch 0: |          | 3738/? [31:40<00:00,  1.97it/s]\nEpoch 0: |          | 3739/? [31:40<00:00,  1.97it/s]\nEpoch 0: |          | 3739/? [31:40<00:00,  1.97it/s]\nEpoch 0: |          | 3740/? [31:41<00:00,  1.97it/s]\nEpoch 0: |          | 3740/? [31:41<00:00,  1.97it/s]\nEpoch 0: |          | 3741/? [31:41<00:00,  1.97it/s]\nEpoch 0: |          | 3741/? [31:41<00:00,  1.97it/s]\nEpoch 0: |          | 3742/? [31:42<00:00,  1.97it/s]\nEpoch 0: |          | 3742/? [31:42<00:00,  1.97it/s]\nEpoch 0: |          | 3743/? [31:42<00:00,  1.97it/s]\nEpoch 0: |          | 3743/? [31:42<00:00,  1.97it/s]\nEpoch 0: |          | 3744/? [31:42<00:00,  1.97it/s]\nEpoch 0: |          | 3744/? [31:42<00:00,  1.97it/s]\nEpoch 0: |          | 3745/? [31:43<00:00,  1.97it/s]\nEpoch 0: |          | 3745/? [31:43<00:00,  1.97it/s]\nEpoch 0: |          | 3746/? [31:43<00:00,  1.97it/s]\nEpoch 0: |          | 3746/? [31:43<00:00,  1.97it/s]\nEpoch 0: |          | 3747/? [31:44<00:00,  1.97it/s]\nEpoch 0: |          | 3747/? [31:44<00:00,  1.97it/s]\nEpoch 0: |          | 3748/? [31:44<00:00,  1.97it/s]\nEpoch 0: |          | 3748/? [31:44<00:00,  1.97it/s]\nEpoch 0: |          | 3749/? [31:44<00:00,  1.97it/s]\nEpoch 0: |          | 3749/? [31:44<00:00,  1.97it/s]\nEpoch 0: |          | 3750/? [31:45<00:00,  1.97it/s]\nEpoch 0: |          | 3750/? [31:45<00:00,  1.97it/s]\nEpoch 0: |          | 3751/? [31:45<00:00,  1.97it/s]\nEpoch 0: |          | 3751/? [31:45<00:00,  1.97it/s]\nEpoch 0: |          | 3752/? [31:45<00:00,  1.97it/s]\nEpoch 0: |          | 3752/? [31:45<00:00,  1.97it/s]\nEpoch 0: |          | 3753/? [31:46<00:00,  1.97it/s]\nEpoch 0: |          | 3753/? [31:46<00:00,  1.97it/s]\nEpoch 0: |          | 3754/? [31:46<00:00,  1.97it/s]\nEpoch 0: |          | 3754/? [31:46<00:00,  1.97it/s]\nEpoch 0: |          | 3755/? [31:47<00:00,  1.97it/s]\nEpoch 0: |          | 3755/? [31:47<00:00,  1.97it/s]\nEpoch 0: |          | 3756/? [31:47<00:00,  1.97it/s]\nEpoch 0: |          | 3756/? [31:47<00:00,  1.97it/s]\nEpoch 0: |          | 3757/? [31:47<00:00,  1.97it/s]\nEpoch 0: |          | 3757/? [31:47<00:00,  1.97it/s]\nEpoch 0: |          | 3758/? [31:48<00:00,  1.97it/s]\nEpoch 0: |          | 3758/? [31:48<00:00,  1.97it/s]\nEpoch 0: |          | 3759/? [31:48<00:00,  1.97it/s]\nEpoch 0: |          | 3759/? [31:48<00:00,  1.97it/s]\nEpoch 0: |          | 3760/? [31:49<00:00,  1.97it/s]\nEpoch 0: |          | 3760/? [31:49<00:00,  1.97it/s]\nEpoch 0: |          | 3761/? [31:49<00:00,  1.97it/s]\nEpoch 0: |          | 3761/? [31:49<00:00,  1.97it/s]\nEpoch 0: |          | 3762/? [31:49<00:00,  1.97it/s]\nEpoch 0: |          | 3762/? [31:49<00:00,  1.97it/s]\nEpoch 0: |          | 3763/? [31:50<00:00,  1.97it/s]\nEpoch 0: |          | 3763/? [31:50<00:00,  1.97it/s]\nEpoch 0: |          | 3764/? [31:50<00:00,  1.97it/s]\nEpoch 0: |          | 3764/? [31:50<00:00,  1.97it/s]\nEpoch 0: |          | 3765/? [31:51<00:00,  1.97it/s]\nEpoch 0: |          | 3765/? [31:51<00:00,  1.97it/s]\nEpoch 0: |          | 3766/? [31:51<00:00,  1.97it/s]\nEpoch 0: |          | 3766/? [31:51<00:00,  1.97it/s]\nEpoch 0: |          | 3767/? [31:51<00:00,  1.97it/s]\nEpoch 0: |          | 3767/? [31:51<00:00,  1.97it/s]\nEpoch 0: |          | 3768/? [31:52<00:00,  1.97it/s]\nEpoch 0: |          | 3768/? [31:52<00:00,  1.97it/s]\nEpoch 0: |          | 3769/? [31:52<00:00,  1.97it/s]\nEpoch 0: |          | 3769/? [31:52<00:00,  1.97it/s]\nEpoch 0: |          | 3770/? [31:53<00:00,  1.97it/s]\nEpoch 0: |          | 3770/? [31:53<00:00,  1.97it/s]\nEpoch 0: |          | 3771/? [31:53<00:00,  1.97it/s]\nEpoch 0: |          | 3771/? [31:53<00:00,  1.97it/s]\nEpoch 0: |          | 3772/? [31:53<00:00,  1.97it/s]\nEpoch 0: |          | 3772/? [31:53<00:00,  1.97it/s]\nEpoch 0: |          | 3773/? [31:54<00:00,  1.97it/s]\nEpoch 0: |          | 3773/? [31:54<00:00,  1.97it/s]\nEpoch 0: |          | 3774/? [31:54<00:00,  1.97it/s]\nEpoch 0: |          | 3774/? [31:54<00:00,  1.97it/s]\nEpoch 0: |          | 3775/? [31:55<00:00,  1.97it/s]\nEpoch 0: |          | 3775/? [31:55<00:00,  1.97it/s]\nEpoch 0: |          | 3776/? [31:55<00:00,  1.97it/s]\nEpoch 0: |          | 3776/? [31:55<00:00,  1.97it/s]\nEpoch 0: |          | 3777/? [31:55<00:00,  1.97it/s]\nEpoch 0: |          | 3777/? [31:55<00:00,  1.97it/s]\nEpoch 0: |          | 3778/? [31:56<00:00,  1.97it/s]\nEpoch 0: |          | 3778/? [31:56<00:00,  1.97it/s]\nEpoch 0: |          | 3779/? [31:56<00:00,  1.97it/s]\nEpoch 0: |          | 3779/? [31:56<00:00,  1.97it/s]\nEpoch 0: |          | 3780/? [31:57<00:00,  1.97it/s]\nEpoch 0: |          | 3780/? [31:57<00:00,  1.97it/s]\nEpoch 0: |          | 3781/? [31:57<00:00,  1.97it/s]\nEpoch 0: |          | 3781/? [31:57<00:00,  1.97it/s]\nEpoch 0: |          | 3782/? [31:57<00:00,  1.97it/s]\nEpoch 0: |          | 3782/? [31:57<00:00,  1.97it/s]\nEpoch 0: |          | 3783/? [31:58<00:00,  1.97it/s]\nEpoch 0: |          | 3783/? [31:58<00:00,  1.97it/s]\nEpoch 0: |          | 3784/? [31:58<00:00,  1.97it/s]\nEpoch 0: |          | 3784/? [31:58<00:00,  1.97it/s]\nEpoch 0: |          | 3785/? [31:58<00:00,  1.97it/s]\nEpoch 0: |          | 3785/? [31:58<00:00,  1.97it/s]\nEpoch 0: |          | 3786/? [31:59<00:00,  1.97it/s]\nEpoch 0: |          | 3786/? [31:59<00:00,  1.97it/s]\nEpoch 0: |          | 3787/? [31:59<00:00,  1.97it/s]\nEpoch 0: |          | 3787/? [31:59<00:00,  1.97it/s]\nEpoch 0: |          | 3788/? [32:00<00:00,  1.97it/s]\nEpoch 0: |          | 3788/? [32:00<00:00,  1.97it/s]\nEpoch 0: |          | 3789/? [32:00<00:00,  1.97it/s]\nEpoch 0: |          | 3789/? [32:00<00:00,  1.97it/s]\nEpoch 0: |          | 3790/? [32:00<00:00,  1.97it/s]\nEpoch 0: |          | 3790/? [32:00<00:00,  1.97it/s]\nEpoch 0: |          | 3791/? [32:01<00:00,  1.97it/s]\nEpoch 0: |          | 3791/? [32:01<00:00,  1.97it/s]\nEpoch 0: |          | 3792/? [32:01<00:00,  1.97it/s]\nEpoch 0: |          | 3792/? [32:01<00:00,  1.97it/s]\nEpoch 0: |          | 3793/? [32:02<00:00,  1.97it/s]\nEpoch 0: |          | 3793/? [32:02<00:00,  1.97it/s]\nEpoch 0: |          | 3794/? [32:02<00:00,  1.97it/s]\nEpoch 0: |          | 3794/? [32:02<00:00,  1.97it/s]\nEpoch 0: |          | 3795/? [32:02<00:00,  1.97it/s]\nEpoch 0: |          | 3795/? [32:02<00:00,  1.97it/s]\nEpoch 0: |          | 3796/? [32:03<00:00,  1.97it/s]\nEpoch 0: |          | 3796/? [32:03<00:00,  1.97it/s]\nEpoch 0: |          | 3797/? [32:03<00:00,  1.97it/s]\nEpoch 0: |          | 3797/? [32:03<00:00,  1.97it/s]\nEpoch 0: |          | 3798/? [32:03<00:00,  1.97it/s]\nEpoch 0: |          | 3798/? [32:03<00:00,  1.97it/s]\nEpoch 0: |          | 3799/? [32:04<00:00,  1.97it/s]\nEpoch 0: |          | 3799/? [32:04<00:00,  1.97it/s]\nEpoch 0: |          | 3800/? [32:04<00:00,  1.97it/s]\nEpoch 0: |          | 3800/? [32:04<00:00,  1.97it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  9.27it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.21it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.38it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.11it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 3800/? [32:05<00:00,  1.97it/s]\nEpoch 0: |          | 3801/? [32:05<00:00,  1.97it/s]\nEpoch 0: |          | 3801/? [32:05<00:00,  1.97it/s]\nEpoch 0: |          | 3802/? [32:06<00:00,  1.97it/s]\nEpoch 0: |          | 3802/? [32:06<00:00,  1.97it/s]\nEpoch 0: |          | 3803/? [32:06<00:00,  1.97it/s]\nEpoch 0: |          | 3803/? [32:06<00:00,  1.97it/s]\nEpoch 0: |          | 3804/? [32:06<00:00,  1.97it/s]\nEpoch 0: |          | 3804/? [32:06<00:00,  1.97it/s]\nEpoch 0: |          | 3805/? [32:07<00:00,  1.97it/s]\nEpoch 0: |          | 3805/? [32:07<00:00,  1.97it/s]\nEpoch 0: |          | 3806/? [32:07<00:00,  1.97it/s]\nEpoch 0: |          | 3806/? [32:07<00:00,  1.97it/s]\nEpoch 0: |          | 3807/? [32:07<00:00,  1.97it/s]\nEpoch 0: |          | 3807/? [32:07<00:00,  1.97it/s]\nEpoch 0: |          | 3808/? [32:08<00:00,  1.97it/s]\nEpoch 0: |          | 3808/? [32:08<00:00,  1.97it/s]\nEpoch 0: |          | 3809/? [32:08<00:00,  1.97it/s]\nEpoch 0: |          | 3809/? [32:08<00:00,  1.97it/s]\nEpoch 0: |          | 3810/? [32:09<00:00,  1.98it/s]\nEpoch 0: |          | 3810/? [32:09<00:00,  1.98it/s]\nEpoch 0: |          | 3811/? [32:09<00:00,  1.98it/s]\nEpoch 0: |          | 3811/? [32:09<00:00,  1.98it/s]\nEpoch 0: |          | 3812/? [32:09<00:00,  1.98it/s]\nEpoch 0: |          | 3812/? [32:09<00:00,  1.98it/s]\nEpoch 0: |          | 3813/? [32:10<00:00,  1.98it/s]\nEpoch 0: |          | 3813/? [32:10<00:00,  1.98it/s]\nEpoch 0: |          | 3814/? [32:10<00:00,  1.98it/s]\nEpoch 0: |          | 3814/? [32:10<00:00,  1.98it/s]\nEpoch 0: |          | 3815/? [32:11<00:00,  1.98it/s]\nEpoch 0: |          | 3815/? [32:11<00:00,  1.98it/s]\nEpoch 0: |          | 3816/? [32:11<00:00,  1.98it/s]\nEpoch 0: |          | 3816/? [32:11<00:00,  1.98it/s]\nEpoch 0: |          | 3817/? [32:11<00:00,  1.98it/s]\nEpoch 0: |          | 3817/? [32:11<00:00,  1.98it/s]\nEpoch 0: |          | 3818/? [32:12<00:00,  1.98it/s]\nEpoch 0: |          | 3818/? [32:12<00:00,  1.98it/s]\nEpoch 0: |          | 3819/? [32:12<00:00,  1.98it/s]\nEpoch 0: |          | 3819/? [32:12<00:00,  1.98it/s]\nEpoch 0: |          | 3820/? [32:12<00:00,  1.98it/s]\nEpoch 0: |          | 3820/? [32:12<00:00,  1.98it/s]\nEpoch 0: |          | 3821/? [32:13<00:00,  1.98it/s]\nEpoch 0: |          | 3821/? [32:13<00:00,  1.98it/s]\nEpoch 0: |          | 3822/? [32:13<00:00,  1.98it/s]\nEpoch 0: |          | 3822/? [32:13<00:00,  1.98it/s]\nEpoch 0: |          | 3823/? [32:14<00:00,  1.98it/s]\nEpoch 0: |          | 3823/? [32:14<00:00,  1.98it/s]\nEpoch 0: |          | 3824/? [32:14<00:00,  1.98it/s]\nEpoch 0: |          | 3824/? [32:14<00:00,  1.98it/s]\nEpoch 0: |          | 3825/? [32:14<00:00,  1.98it/s]\nEpoch 0: |          | 3825/? [32:14<00:00,  1.98it/s]\nEpoch 0: |          | 3826/? [32:15<00:00,  1.98it/s]\nEpoch 0: |          | 3826/? [32:15<00:00,  1.98it/s]\nEpoch 0: |          | 3827/? [32:15<00:00,  1.98it/s]\nEpoch 0: |          | 3827/? [32:15<00:00,  1.98it/s]\nEpoch 0: |          | 3828/? [32:15<00:00,  1.98it/s]\nEpoch 0: |          | 3828/? [32:15<00:00,  1.98it/s]\nEpoch 0: |          | 3829/? [32:16<00:00,  1.98it/s]\nEpoch 0: |          | 3829/? [32:16<00:00,  1.98it/s]\nEpoch 0: |          | 3830/? [32:16<00:00,  1.98it/s]\nEpoch 0: |          | 3830/? [32:16<00:00,  1.98it/s]\nEpoch 0: |          | 3831/? [32:17<00:00,  1.98it/s]\nEpoch 0: |          | 3831/? [32:17<00:00,  1.98it/s]\nEpoch 0: |          | 3832/? [32:17<00:00,  1.98it/s]\nEpoch 0: |          | 3832/? [32:17<00:00,  1.98it/s]\nEpoch 0: |          | 3833/? [32:17<00:00,  1.98it/s]\nEpoch 0: |          | 3833/? [32:17<00:00,  1.98it/s]\nEpoch 0: |          | 3834/? [32:18<00:00,  1.98it/s]\nEpoch 0: |          | 3834/? [32:18<00:00,  1.98it/s]\nEpoch 0: |          | 3835/? [32:18<00:00,  1.98it/s]\nEpoch 0: |          | 3835/? [32:18<00:00,  1.98it/s]\nEpoch 0: |          | 3836/? [32:19<00:00,  1.98it/s]\nEpoch 0: |          | 3836/? [32:19<00:00,  1.98it/s]\nEpoch 0: |          | 3837/? [32:19<00:00,  1.98it/s]\nEpoch 0: |          | 3837/? [32:19<00:00,  1.98it/s]\nEpoch 0: |          | 3838/? [32:19<00:00,  1.98it/s]\nEpoch 0: |          | 3838/? [32:19<00:00,  1.98it/s]\nEpoch 0: |          | 3839/? [32:20<00:00,  1.98it/s]\nEpoch 0: |          | 3839/? [32:20<00:00,  1.98it/s]\nEpoch 0: |          | 3840/? [32:20<00:00,  1.98it/s]\nEpoch 0: |          | 3840/? [32:20<00:00,  1.98it/s]\nEpoch 0: |          | 3841/? [32:20<00:00,  1.98it/s]\nEpoch 0: |          | 3841/? [32:20<00:00,  1.98it/s]\nEpoch 0: |          | 3842/? [32:21<00:00,  1.98it/s]\nEpoch 0: |          | 3842/? [32:21<00:00,  1.98it/s]\nEpoch 0: |          | 3843/? [32:21<00:00,  1.98it/s]\nEpoch 0: |          | 3843/? [32:21<00:00,  1.98it/s]\nEpoch 0: |          | 3844/? [32:22<00:00,  1.98it/s]\nEpoch 0: |          | 3844/? [32:22<00:00,  1.98it/s]\nEpoch 0: |          | 3845/? [32:22<00:00,  1.98it/s]\nEpoch 0: |          | 3845/? [32:22<00:00,  1.98it/s]\nEpoch 0: |          | 3846/? [32:22<00:00,  1.98it/s]\nEpoch 0: |          | 3846/? [32:22<00:00,  1.98it/s]\nEpoch 0: |          | 3847/? [32:23<00:00,  1.98it/s]\nEpoch 0: |          | 3847/? [32:23<00:00,  1.98it/s]\nEpoch 0: |          | 3848/? [32:23<00:00,  1.98it/s]\nEpoch 0: |          | 3848/? [32:23<00:00,  1.98it/s]\nEpoch 0: |          | 3849/? [32:24<00:00,  1.98it/s]\nEpoch 0: |          | 3849/? [32:24<00:00,  1.98it/s]\nEpoch 0: |          | 3850/? [32:24<00:00,  1.98it/s]\nEpoch 0: |          | 3850/? [32:24<00:00,  1.98it/s]\nEpoch 0: |          | 3851/? [32:24<00:00,  1.98it/s]\nEpoch 0: |          | 3851/? [32:24<00:00,  1.98it/s]\nEpoch 0: |          | 3852/? [32:25<00:00,  1.98it/s]\nEpoch 0: |          | 3852/? [32:25<00:00,  1.98it/s]\nEpoch 0: |          | 3853/? [32:25<00:00,  1.98it/s]\nEpoch 0: |          | 3853/? [32:25<00:00,  1.98it/s]\nEpoch 0: |          | 3854/? [32:26<00:00,  1.98it/s]\nEpoch 0: |          | 3854/? [32:26<00:00,  1.98it/s]\nEpoch 0: |          | 3855/? [32:26<00:00,  1.98it/s]\nEpoch 0: |          | 3855/? [32:26<00:00,  1.98it/s]\nEpoch 0: |          | 3856/? [32:26<00:00,  1.98it/s]\nEpoch 0: |          | 3856/? [32:26<00:00,  1.98it/s]\nEpoch 0: |          | 3857/? [32:27<00:00,  1.98it/s]\nEpoch 0: |          | 3857/? [32:27<00:00,  1.98it/s]\nEpoch 0: |          | 3858/? [32:27<00:00,  1.98it/s]\nEpoch 0: |          | 3858/? [32:27<00:00,  1.98it/s]\nEpoch 0: |          | 3859/? [32:27<00:00,  1.98it/s]\nEpoch 0: |          | 3859/? [32:27<00:00,  1.98it/s]\nEpoch 0: |          | 3860/? [32:28<00:00,  1.98it/s]\nEpoch 0: |          | 3860/? [32:28<00:00,  1.98it/s]\nEpoch 0: |          | 3861/? [32:28<00:00,  1.98it/s]\nEpoch 0: |          | 3861/? [32:28<00:00,  1.98it/s]\nEpoch 0: |          | 3862/? [32:29<00:00,  1.98it/s]\nEpoch 0: |          | 3862/? [32:29<00:00,  1.98it/s]\nEpoch 0: |          | 3863/? [32:29<00:00,  1.98it/s]\nEpoch 0: |          | 3863/? [32:29<00:00,  1.98it/s]\nEpoch 0: |          | 3864/? [32:29<00:00,  1.98it/s]\nEpoch 0: |          | 3864/? [32:29<00:00,  1.98it/s]\nEpoch 0: |          | 3865/? [32:30<00:00,  1.98it/s]\nEpoch 0: |          | 3865/? [32:30<00:00,  1.98it/s]\nEpoch 0: |          | 3866/? [32:30<00:00,  1.98it/s]\nEpoch 0: |          | 3866/? [32:30<00:00,  1.98it/s]\nEpoch 0: |          | 3867/? [32:31<00:00,  1.98it/s]\nEpoch 0: |          | 3867/? [32:31<00:00,  1.98it/s]\nEpoch 0: |          | 3868/? [32:31<00:00,  1.98it/s]\nEpoch 0: |          | 3868/? [32:31<00:00,  1.98it/s]\nEpoch 0: |          | 3869/? [32:31<00:00,  1.98it/s]\nEpoch 0: |          | 3869/? [32:31<00:00,  1.98it/s]\nEpoch 0: |          | 3870/? [32:32<00:00,  1.98it/s]\nEpoch 0: |          | 3870/? [32:32<00:00,  1.98it/s]\nEpoch 0: |          | 3871/? [32:32<00:00,  1.98it/s]\nEpoch 0: |          | 3871/? [32:32<00:00,  1.98it/s]\nEpoch 0: |          | 3872/? [32:33<00:00,  1.98it/s]\nEpoch 0: |          | 3872/? [32:33<00:00,  1.98it/s]\nEpoch 0: |          | 3873/? [32:33<00:00,  1.98it/s]\nEpoch 0: |          | 3873/? [32:33<00:00,  1.98it/s]\nEpoch 0: |          | 3874/? [32:33<00:00,  1.98it/s]\nEpoch 0: |          | 3874/? [32:33<00:00,  1.98it/s]\nEpoch 0: |          | 3875/? [32:34<00:00,  1.98it/s]\nEpoch 0: |          | 3875/? [32:34<00:00,  1.98it/s]\nEpoch 0: |          | 3876/? [32:34<00:00,  1.98it/s]\nEpoch 0: |          | 3876/? [32:34<00:00,  1.98it/s]\nEpoch 0: |          | 3877/? [32:34<00:00,  1.98it/s]\nEpoch 0: |          | 3877/? [32:34<00:00,  1.98it/s]\nEpoch 0: |          | 3878/? [32:35<00:00,  1.98it/s]\nEpoch 0: |          | 3878/? [32:35<00:00,  1.98it/s]\nEpoch 0: |          | 3879/? [32:35<00:00,  1.98it/s]\nEpoch 0: |          | 3879/? [32:35<00:00,  1.98it/s]\nEpoch 0: |          | 3880/? [32:36<00:00,  1.98it/s]\nEpoch 0: |          | 3880/? [32:36<00:00,  1.98it/s]\nEpoch 0: |          | 3881/? [32:36<00:00,  1.98it/s]\nEpoch 0: |          | 3881/? [32:36<00:00,  1.98it/s]\nEpoch 0: |          | 3882/? [32:36<00:00,  1.98it/s]\nEpoch 0: |          | 3882/? [32:36<00:00,  1.98it/s]\nEpoch 0: |          | 3883/? [32:37<00:00,  1.98it/s]\nEpoch 0: |          | 3883/? [32:37<00:00,  1.98it/s]\nEpoch 0: |          | 3884/? [32:37<00:00,  1.98it/s]\nEpoch 0: |          | 3884/? [32:37<00:00,  1.98it/s]\nEpoch 0: |          | 3885/? [32:37<00:00,  1.98it/s]\nEpoch 0: |          | 3885/? [32:37<00:00,  1.98it/s]\nEpoch 0: |          | 3886/? [32:38<00:00,  1.98it/s]\nEpoch 0: |          | 3886/? [32:38<00:00,  1.98it/s]\nEpoch 0: |          | 3887/? [32:38<00:00,  1.98it/s]\nEpoch 0: |          | 3887/? [32:38<00:00,  1.98it/s]\nEpoch 0: |          | 3888/? [32:39<00:00,  1.98it/s]\nEpoch 0: |          | 3888/? [32:39<00:00,  1.98it/s]\nEpoch 0: |          | 3889/? [32:39<00:00,  1.98it/s]\nEpoch 0: |          | 3889/? [32:39<00:00,  1.98it/s]\nEpoch 0: |          | 3890/? [32:39<00:00,  1.98it/s]\nEpoch 0: |          | 3890/? [32:39<00:00,  1.98it/s]\nEpoch 0: |          | 3891/? [32:40<00:00,  1.98it/s]\nEpoch 0: |          | 3891/? [32:40<00:00,  1.98it/s]\nEpoch 0: |          | 3892/? [32:40<00:00,  1.99it/s]\nEpoch 0: |          | 3892/? [32:40<00:00,  1.99it/s]\nEpoch 0: |          | 3893/? [32:41<00:00,  1.99it/s]\nEpoch 0: |          | 3893/? [32:41<00:00,  1.99it/s]\nEpoch 0: |          | 3894/? [32:41<00:00,  1.99it/s]\nEpoch 0: |          | 3894/? [32:41<00:00,  1.99it/s]\nEpoch 0: |          | 3895/? [32:41<00:00,  1.99it/s]\nEpoch 0: |          | 3895/? [32:41<00:00,  1.99it/s]\nEpoch 0: |          | 3896/? [32:42<00:00,  1.99it/s]\nEpoch 0: |          | 3896/? [32:42<00:00,  1.99it/s]\nEpoch 0: |          | 3897/? [32:42<00:00,  1.99it/s]\nEpoch 0: |          | 3897/? [32:42<00:00,  1.99it/s]\nEpoch 0: |          | 3898/? [32:42<00:00,  1.99it/s]\nEpoch 0: |          | 3898/? [32:42<00:00,  1.99it/s]\nEpoch 0: |          | 3899/? [32:43<00:00,  1.99it/s]\nEpoch 0: |          | 3899/? [32:43<00:00,  1.99it/s]\nEpoch 0: |          | 3900/? [32:43<00:00,  1.99it/s]\nEpoch 0: |          | 3900/? [32:43<00:00,  1.99it/s]\nEpoch 0: |          | 3901/? [32:44<00:00,  1.99it/s]\nEpoch 0: |          | 3901/? [32:44<00:00,  1.99it/s]\nEpoch 0: |          | 3902/? [32:44<00:00,  1.99it/s]\nEpoch 0: |          | 3902/? [32:44<00:00,  1.99it/s]\nEpoch 0: |          | 3903/? [32:44<00:00,  1.99it/s]\nEpoch 0: |          | 3903/? [32:44<00:00,  1.99it/s]\nEpoch 0: |          | 3904/? [32:45<00:00,  1.99it/s]\nEpoch 0: |          | 3904/? [32:45<00:00,  1.99it/s]\nEpoch 0: |          | 3905/? [32:45<00:00,  1.99it/s]\nEpoch 0: |          | 3905/? [32:45<00:00,  1.99it/s]\nEpoch 0: |          | 3906/? [32:46<00:00,  1.99it/s]\nEpoch 0: |          | 3906/? [32:46<00:00,  1.99it/s]\nEpoch 0: |          | 3907/? [32:46<00:00,  1.99it/s]\nEpoch 0: |          | 3907/? [32:46<00:00,  1.99it/s]\nEpoch 0: |          | 3908/? [32:46<00:00,  1.99it/s]\nEpoch 0: |          | 3908/? [32:46<00:00,  1.99it/s]\nEpoch 0: |          | 3909/? [32:47<00:00,  1.99it/s]\nEpoch 0: |          | 3909/? [32:47<00:00,  1.99it/s]\nEpoch 0: |          | 3910/? [32:47<00:00,  1.99it/s]\nEpoch 0: |          | 3910/? [32:47<00:00,  1.99it/s]\nEpoch 0: |          | 3911/? [32:48<00:00,  1.99it/s]\nEpoch 0: |          | 3911/? [32:48<00:00,  1.99it/s]\nEpoch 0: |          | 3912/? [32:48<00:00,  1.99it/s]\nEpoch 0: |          | 3912/? [32:48<00:00,  1.99it/s]\nEpoch 0: |          | 3913/? [32:48<00:00,  1.99it/s]\nEpoch 0: |          | 3913/? [32:48<00:00,  1.99it/s]\nEpoch 0: |          | 3914/? [32:49<00:00,  1.99it/s]\nEpoch 0: |          | 3914/? [32:49<00:00,  1.99it/s]\nEpoch 0: |          | 3915/? [32:49<00:00,  1.99it/s]\nEpoch 0: |          | 3915/? [32:49<00:00,  1.99it/s]\nEpoch 0: |          | 3916/? [32:49<00:00,  1.99it/s]\nEpoch 0: |          | 3916/? [32:49<00:00,  1.99it/s]\nEpoch 0: |          | 3917/? [32:50<00:00,  1.99it/s]\nEpoch 0: |          | 3917/? [32:50<00:00,  1.99it/s]\nEpoch 0: |          | 3918/? [32:50<00:00,  1.99it/s]\nEpoch 0: |          | 3918/? [32:50<00:00,  1.99it/s]\nEpoch 0: |          | 3919/? [32:51<00:00,  1.99it/s]\nEpoch 0: |          | 3919/? [32:51<00:00,  1.99it/s]\nEpoch 0: |          | 3920/? [32:51<00:00,  1.99it/s]\nEpoch 0: |          | 3920/? [32:51<00:00,  1.99it/s]\nEpoch 0: |          | 3921/? [32:51<00:00,  1.99it/s]\nEpoch 0: |          | 3921/? [32:51<00:00,  1.99it/s]\nEpoch 0: |          | 3922/? [32:52<00:00,  1.99it/s]\nEpoch 0: |          | 3922/? [32:52<00:00,  1.99it/s]\nEpoch 0: |          | 3923/? [32:52<00:00,  1.99it/s]\nEpoch 0: |          | 3923/? [32:52<00:00,  1.99it/s]\nEpoch 0: |          | 3924/? [32:53<00:00,  1.99it/s]\nEpoch 0: |          | 3924/? [32:53<00:00,  1.99it/s]\nEpoch 0: |          | 3925/? [32:53<00:00,  1.99it/s]\nEpoch 0: |          | 3925/? [32:53<00:00,  1.99it/s]\nEpoch 0: |          | 3926/? [32:53<00:00,  1.99it/s]\nEpoch 0: |          | 3926/? [32:53<00:00,  1.99it/s]\nEpoch 0: |          | 3927/? [32:54<00:00,  1.99it/s]\nEpoch 0: |          | 3927/? [32:54<00:00,  1.99it/s]\nEpoch 0: |          | 3928/? [32:54<00:00,  1.99it/s]\nEpoch 0: |          | 3928/? [32:54<00:00,  1.99it/s]\nEpoch 0: |          | 3929/? [32:55<00:00,  1.99it/s]\nEpoch 0: |          | 3929/? [32:55<00:00,  1.99it/s]\nEpoch 0: |          | 3930/? [32:55<00:00,  1.99it/s]\nEpoch 0: |          | 3930/? [32:55<00:00,  1.99it/s]\nEpoch 0: |          | 3931/? [32:55<00:00,  1.99it/s]\nEpoch 0: |          | 3931/? [32:55<00:00,  1.99it/s]\nEpoch 0: |          | 3932/? [32:56<00:00,  1.99it/s]\nEpoch 0: |          | 3932/? [32:56<00:00,  1.99it/s]\nEpoch 0: |          | 3933/? [32:56<00:00,  1.99it/s]\nEpoch 0: |          | 3933/? [32:56<00:00,  1.99it/s]\nEpoch 0: |          | 3934/? [32:56<00:00,  1.99it/s]\nEpoch 0: |          | 3934/? [32:56<00:00,  1.99it/s]\nEpoch 0: |          | 3935/? [32:57<00:00,  1.99it/s]\nEpoch 0: |          | 3935/? [32:57<00:00,  1.99it/s]\nEpoch 0: |          | 3936/? [32:57<00:00,  1.99it/s]\nEpoch 0: |          | 3936/? [32:57<00:00,  1.99it/s]\nEpoch 0: |          | 3937/? [32:58<00:00,  1.99it/s]\nEpoch 0: |          | 3937/? [32:58<00:00,  1.99it/s]\nEpoch 0: |          | 3938/? [32:58<00:00,  1.99it/s]\nEpoch 0: |          | 3938/? [32:58<00:00,  1.99it/s]\nEpoch 0: |          | 3939/? [32:58<00:00,  1.99it/s]\nEpoch 0: |          | 3939/? [32:58<00:00,  1.99it/s]\nEpoch 0: |          | 3940/? [32:59<00:00,  1.99it/s]\nEpoch 0: |          | 3940/? [32:59<00:00,  1.99it/s]\nEpoch 0: |          | 3941/? [32:59<00:00,  1.99it/s]\nEpoch 0: |          | 3941/? [32:59<00:00,  1.99it/s]\nEpoch 0: |          | 3942/? [33:00<00:00,  1.99it/s]\nEpoch 0: |          | 3942/? [33:00<00:00,  1.99it/s]\nEpoch 0: |          | 3943/? [33:00<00:00,  1.99it/s]\nEpoch 0: |          | 3943/? [33:00<00:00,  1.99it/s]\nEpoch 0: |          | 3944/? [33:00<00:00,  1.99it/s]\nEpoch 0: |          | 3944/? [33:00<00:00,  1.99it/s]\nEpoch 0: |          | 3945/? [33:01<00:00,  1.99it/s]\nEpoch 0: |          | 3945/? [33:01<00:00,  1.99it/s]\nEpoch 0: |          | 3946/? [33:01<00:00,  1.99it/s]\nEpoch 0: |          | 3946/? [33:01<00:00,  1.99it/s]\nEpoch 0: |          | 3947/? [33:01<00:00,  1.99it/s]\nEpoch 0: |          | 3947/? [33:01<00:00,  1.99it/s]\nEpoch 0: |          | 3948/? [33:02<00:00,  1.99it/s]\nEpoch 0: |          | 3948/? [33:02<00:00,  1.99it/s]\nEpoch 0: |          | 3949/? [33:02<00:00,  1.99it/s]\nEpoch 0: |          | 3949/? [33:02<00:00,  1.99it/s]\nEpoch 0: |          | 3950/? [33:03<00:00,  1.99it/s]\nEpoch 0: |          | 3950/? [33:03<00:00,  1.99it/s]\nEpoch 0: |          | 3951/? [33:03<00:00,  1.99it/s]\nEpoch 0: |          | 3951/? [33:03<00:00,  1.99it/s]\nEpoch 0: |          | 3952/? [33:03<00:00,  1.99it/s]\nEpoch 0: |          | 3952/? [33:03<00:00,  1.99it/s]\nEpoch 0: |          | 3953/? [33:04<00:00,  1.99it/s]\nEpoch 0: |          | 3953/? [33:04<00:00,  1.99it/s]\nEpoch 0: |          | 3954/? [33:04<00:00,  1.99it/s]\nEpoch 0: |          | 3954/? [33:04<00:00,  1.99it/s]\nEpoch 0: |          | 3955/? [33:04<00:00,  1.99it/s]\nEpoch 0: |          | 3955/? [33:04<00:00,  1.99it/s]\nEpoch 0: |          | 3956/? [33:05<00:00,  1.99it/s]\nEpoch 0: |          | 3956/? [33:05<00:00,  1.99it/s]\nEpoch 0: |          | 3957/? [33:05<00:00,  1.99it/s]\nEpoch 0: |          | 3957/? [33:05<00:00,  1.99it/s]\nEpoch 0: |          | 3958/? [33:06<00:00,  1.99it/s]\nEpoch 0: |          | 3958/? [33:06<00:00,  1.99it/s]\nEpoch 0: |          | 3959/? [33:06<00:00,  1.99it/s]\nEpoch 0: |          | 3959/? [33:06<00:00,  1.99it/s]\nEpoch 0: |          | 3960/? [33:06<00:00,  1.99it/s]\nEpoch 0: |          | 3960/? [33:06<00:00,  1.99it/s]\nEpoch 0: |          | 3961/? [33:07<00:00,  1.99it/s]\nEpoch 0: |          | 3961/? [33:07<00:00,  1.99it/s]\nEpoch 0: |          | 3962/? [33:07<00:00,  1.99it/s]\nEpoch 0: |          | 3962/? [33:07<00:00,  1.99it/s]\nEpoch 0: |          | 3963/? [33:08<00:00,  1.99it/s]\nEpoch 0: |          | 3963/? [33:08<00:00,  1.99it/s]\nEpoch 0: |          | 3964/? [33:08<00:00,  1.99it/s]\nEpoch 0: |          | 3964/? [33:08<00:00,  1.99it/s]\nEpoch 0: |          | 3965/? [33:08<00:00,  1.99it/s]\nEpoch 0: |          | 3965/? [33:08<00:00,  1.99it/s]\nEpoch 0: |          | 3966/? [33:09<00:00,  1.99it/s]\nEpoch 0: |          | 3966/? [33:09<00:00,  1.99it/s]\nEpoch 0: |          | 3967/? [33:09<00:00,  1.99it/s]\nEpoch 0: |          | 3967/? [33:09<00:00,  1.99it/s]\nEpoch 0: |          | 3968/? [33:09<00:00,  1.99it/s]\nEpoch 0: |          | 3968/? [33:09<00:00,  1.99it/s]\nEpoch 0: |          | 3969/? [33:10<00:00,  1.99it/s]\nEpoch 0: |          | 3969/? [33:10<00:00,  1.99it/s]\nEpoch 0: |          | 3970/? [33:10<00:00,  1.99it/s]\nEpoch 0: |          | 3970/? [33:10<00:00,  1.99it/s]\nEpoch 0: |          | 3971/? [33:11<00:00,  1.99it/s]\nEpoch 0: |          | 3971/? [33:11<00:00,  1.99it/s]\nEpoch 0: |          | 3972/? [33:11<00:00,  1.99it/s]\nEpoch 0: |          | 3972/? [33:11<00:00,  1.99it/s]\nEpoch 0: |          | 3973/? [33:11<00:00,  1.99it/s]\nEpoch 0: |          | 3973/? [33:11<00:00,  1.99it/s]\nEpoch 0: |          | 3974/? [33:12<00:00,  1.99it/s]\nEpoch 0: |          | 3974/? [33:12<00:00,  1.99it/s]\nEpoch 0: |          | 3975/? [33:12<00:00,  1.99it/s]\nEpoch 0: |          | 3975/? [33:12<00:00,  1.99it/s]\nEpoch 0: |          | 3976/? [33:13<00:00,  1.99it/s]\nEpoch 0: |          | 3976/? [33:13<00:00,  1.99it/s]\nEpoch 0: |          | 3977/? [33:13<00:00,  1.99it/s]\nEpoch 0: |          | 3977/? [33:13<00:00,  1.99it/s]\nEpoch 0: |          | 3978/? [33:13<00:00,  2.00it/s]\nEpoch 0: |          | 3978/? [33:13<00:00,  2.00it/s]\nEpoch 0: |          | 3979/? [33:14<00:00,  2.00it/s]\nEpoch 0: |          | 3979/? [33:14<00:00,  2.00it/s]\nEpoch 0: |          | 3980/? [33:14<00:00,  2.00it/s]\nEpoch 0: |          | 3980/? [33:14<00:00,  2.00it/s]\nEpoch 0: |          | 3981/? [33:15<00:00,  2.00it/s]\nEpoch 0: |          | 3981/? [33:15<00:00,  2.00it/s]\nEpoch 0: |          | 3982/? [33:15<00:00,  2.00it/s]\nEpoch 0: |          | 3982/? [33:15<00:00,  2.00it/s]\nEpoch 0: |          | 3983/? [33:15<00:00,  2.00it/s]\nEpoch 0: |          | 3983/? [33:15<00:00,  2.00it/s]\nEpoch 0: |          | 3984/? [33:16<00:00,  2.00it/s]\nEpoch 0: |          | 3984/? [33:16<00:00,  2.00it/s]\nEpoch 0: |          | 3985/? [33:16<00:00,  2.00it/s]\nEpoch 0: |          | 3985/? [33:16<00:00,  2.00it/s]\nEpoch 0: |          | 3986/? [33:17<00:00,  2.00it/s]\nEpoch 0: |          | 3986/? [33:17<00:00,  2.00it/s]\nEpoch 0: |          | 3987/? [33:17<00:00,  2.00it/s]\nEpoch 0: |          | 3987/? [33:17<00:00,  2.00it/s]\nEpoch 0: |          | 3988/? [33:17<00:00,  2.00it/s]\nEpoch 0: |          | 3988/? [33:17<00:00,  2.00it/s]\nEpoch 0: |          | 3989/? [33:18<00:00,  2.00it/s]\nEpoch 0: |          | 3989/? [33:18<00:00,  2.00it/s]\nEpoch 0: |          | 3990/? [33:18<00:00,  2.00it/s]\nEpoch 0: |          | 3990/? [33:18<00:00,  2.00it/s]\nEpoch 0: |          | 3991/? [33:18<00:00,  2.00it/s]\nEpoch 0: |          | 3991/? [33:18<00:00,  2.00it/s]\nEpoch 0: |          | 3992/? [33:19<00:00,  2.00it/s]\nEpoch 0: |          | 3992/? [33:19<00:00,  2.00it/s]\nEpoch 0: |          | 3993/? [33:19<00:00,  2.00it/s]\nEpoch 0: |          | 3993/? [33:19<00:00,  2.00it/s]\nEpoch 0: |          | 3994/? [33:20<00:00,  2.00it/s]\nEpoch 0: |          | 3994/? [33:20<00:00,  2.00it/s]\nEpoch 0: |          | 3995/? [33:20<00:00,  2.00it/s]\nEpoch 0: |          | 3995/? [33:20<00:00,  2.00it/s]\nEpoch 0: |          | 3996/? [33:20<00:00,  2.00it/s]\nEpoch 0: |          | 3996/? [33:20<00:00,  2.00it/s]\nEpoch 0: |          | 3997/? [33:21<00:00,  2.00it/s]\nEpoch 0: |          | 3997/? [33:21<00:00,  2.00it/s]\nEpoch 0: |          | 3998/? [33:21<00:00,  2.00it/s]\nEpoch 0: |          | 3998/? [33:21<00:00,  2.00it/s]\nEpoch 0: |          | 3999/? [33:22<00:00,  2.00it/s]\nEpoch 0: |          | 3999/? [33:22<00:00,  2.00it/s]\nEpoch 0: |          | 4000/? [33:22<00:00,  2.00it/s]\nEpoch 0: |          | 4000/? [33:22<00:00,  2.00it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  9.22it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.06it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.20it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.88it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 4000/? [33:22<00:00,  2.00it/s]\nEpoch 0: |          | 4001/? [33:23<00:00,  2.00it/s]\nEpoch 0: |          | 4001/? [33:23<00:00,  2.00it/s]\nEpoch 0: |          | 4002/? [33:23<00:00,  2.00it/s]\nEpoch 0: |          | 4002/? [33:23<00:00,  2.00it/s]\nEpoch 0: |          | 4003/? [33:24<00:00,  2.00it/s]\nEpoch 0: |          | 4003/? [33:24<00:00,  2.00it/s]\nEpoch 0: |          | 4004/? [33:24<00:00,  2.00it/s]\nEpoch 0: |          | 4004/? [33:24<00:00,  2.00it/s]\nEpoch 0: |          | 4005/? [33:24<00:00,  2.00it/s]\nEpoch 0: |          | 4005/? [33:24<00:00,  2.00it/s]\nEpoch 0: |          | 4006/? [33:25<00:00,  2.00it/s]\nEpoch 0: |          | 4006/? [33:25<00:00,  2.00it/s]\nEpoch 0: |          | 4007/? [33:25<00:00,  2.00it/s]\nEpoch 0: |          | 4007/? [33:25<00:00,  2.00it/s]\nEpoch 0: |          | 4008/? [33:26<00:00,  2.00it/s]\nEpoch 0: |          | 4008/? [33:26<00:00,  2.00it/s]\nEpoch 0: |          | 4009/? [33:26<00:00,  2.00it/s]\nEpoch 0: |          | 4009/? [33:26<00:00,  2.00it/s]\nEpoch 0: |          | 4010/? [33:26<00:00,  2.00it/s]\nEpoch 0: |          | 4010/? [33:26<00:00,  2.00it/s]\nEpoch 0: |          | 4011/? [33:27<00:00,  2.00it/s]\nEpoch 0: |          | 4011/? [33:27<00:00,  2.00it/s]\nEpoch 0: |          | 4012/? [33:27<00:00,  2.00it/s]\nEpoch 0: |          | 4012/? [33:27<00:00,  2.00it/s]\nEpoch 0: |          | 4013/? [33:28<00:00,  2.00it/s]\nEpoch 0: |          | 4013/? [33:28<00:00,  2.00it/s]\nEpoch 0: |          | 4014/? [33:28<00:00,  2.00it/s]\nEpoch 0: |          | 4014/? [33:28<00:00,  2.00it/s]\nEpoch 0: |          | 4015/? [33:28<00:00,  2.00it/s]\nEpoch 0: |          | 4015/? [33:28<00:00,  2.00it/s]\nEpoch 0: |          | 4016/? [33:29<00:00,  2.00it/s]\nEpoch 0: |          | 4016/? [33:29<00:00,  2.00it/s]\nEpoch 0: |          | 4017/? [33:29<00:00,  2.00it/s]\nEpoch 0: |          | 4017/? [33:29<00:00,  2.00it/s]\nEpoch 0: |          | 4018/? [33:29<00:00,  2.00it/s]\nEpoch 0: |          | 4018/? [33:29<00:00,  2.00it/s]\nEpoch 0: |          | 4019/? [33:30<00:00,  2.00it/s]\nEpoch 0: |          | 4019/? [33:30<00:00,  2.00it/s]\nEpoch 0: |          | 4020/? [33:30<00:00,  2.00it/s]\nEpoch 0: |          | 4020/? [33:30<00:00,  2.00it/s]\nEpoch 0: |          | 4021/? [33:31<00:00,  2.00it/s]\nEpoch 0: |          | 4021/? [33:31<00:00,  2.00it/s]\nEpoch 0: |          | 4022/? [33:31<00:00,  2.00it/s]\nEpoch 0: |          | 4022/? [33:31<00:00,  2.00it/s]\nEpoch 0: |          | 4023/? [33:31<00:00,  2.00it/s]\nEpoch 0: |          | 4023/? [33:31<00:00,  2.00it/s]\nEpoch 0: |          | 4024/? [33:32<00:00,  2.00it/s]\nEpoch 0: |          | 4024/? [33:32<00:00,  2.00it/s]\nEpoch 0: |          | 4025/? [33:32<00:00,  2.00it/s]\nEpoch 0: |          | 4025/? [33:32<00:00,  2.00it/s]\nEpoch 0: |          | 4026/? [33:32<00:00,  2.00it/s]\nEpoch 0: |          | 4026/? [33:32<00:00,  2.00it/s]\nEpoch 0: |          | 4027/? [33:33<00:00,  2.00it/s]\nEpoch 0: |          | 4027/? [33:33<00:00,  2.00it/s]\nEpoch 0: |          | 4028/? [33:33<00:00,  2.00it/s]\nEpoch 0: |          | 4028/? [33:33<00:00,  2.00it/s]\nEpoch 0: |          | 4029/? [33:34<00:00,  2.00it/s]\nEpoch 0: |          | 4029/? [33:34<00:00,  2.00it/s]\nEpoch 0: |          | 4030/? [33:34<00:00,  2.00it/s]\nEpoch 0: |          | 4030/? [33:34<00:00,  2.00it/s]\nEpoch 0: |          | 4031/? [33:34<00:00,  2.00it/s]\nEpoch 0: |          | 4031/? [33:34<00:00,  2.00it/s]\nEpoch 0: |          | 4032/? [33:35<00:00,  2.00it/s]\nEpoch 0: |          | 4032/? [33:35<00:00,  2.00it/s]\nEpoch 0: |          | 4033/? [33:35<00:00,  2.00it/s]\nEpoch 0: |          | 4033/? [33:35<00:00,  2.00it/s]\nEpoch 0: |          | 4034/? [33:36<00:00,  2.00it/s]\nEpoch 0: |          | 4034/? [33:36<00:00,  2.00it/s]\nEpoch 0: |          | 4035/? [33:36<00:00,  2.00it/s]\nEpoch 0: |          | 4035/? [33:36<00:00,  2.00it/s]\nEpoch 0: |          | 4036/? [33:36<00:00,  2.00it/s]\nEpoch 0: |          | 4036/? [33:36<00:00,  2.00it/s]\nEpoch 0: |          | 4037/? [33:37<00:00,  2.00it/s]\nEpoch 0: |          | 4037/? [33:37<00:00,  2.00it/s]\nEpoch 0: |          | 4038/? [33:37<00:00,  2.00it/s]\nEpoch 0: |          | 4038/? [33:37<00:00,  2.00it/s]\nEpoch 0: |          | 4039/? [33:37<00:00,  2.00it/s]\nEpoch 0: |          | 4039/? [33:37<00:00,  2.00it/s]\nEpoch 0: |          | 4040/? [33:38<00:00,  2.00it/s]\nEpoch 0: |          | 4040/? [33:38<00:00,  2.00it/s]\nEpoch 0: |          | 4041/? [33:38<00:00,  2.00it/s]\nEpoch 0: |          | 4041/? [33:38<00:00,  2.00it/s]\nEpoch 0: |          | 4042/? [33:39<00:00,  2.00it/s]\nEpoch 0: |          | 4042/? [33:39<00:00,  2.00it/s]\nEpoch 0: |          | 4043/? [33:39<00:00,  2.00it/s]\nEpoch 0: |          | 4043/? [33:39<00:00,  2.00it/s]\nEpoch 0: |          | 4044/? [33:39<00:00,  2.00it/s]\nEpoch 0: |          | 4044/? [33:39<00:00,  2.00it/s]\nEpoch 0: |          | 4045/? [33:40<00:00,  2.00it/s]\nEpoch 0: |          | 4045/? [33:40<00:00,  2.00it/s]\nEpoch 0: |          | 4046/? [33:40<00:00,  2.00it/s]\nEpoch 0: |          | 4046/? [33:40<00:00,  2.00it/s]\nEpoch 0: |          | 4047/? [33:41<00:00,  2.00it/s]\nEpoch 0: |          | 4047/? [33:41<00:00,  2.00it/s]\nEpoch 0: |          | 4048/? [33:41<00:00,  2.00it/s]\nEpoch 0: |          | 4048/? [33:41<00:00,  2.00it/s]\nEpoch 0: |          | 4049/? [33:41<00:00,  2.00it/s]\nEpoch 0: |          | 4049/? [33:41<00:00,  2.00it/s]\nEpoch 0: |          | 4050/? [33:42<00:00,  2.00it/s]\nEpoch 0: |          | 4050/? [33:42<00:00,  2.00it/s]\nEpoch 0: |          | 4051/? [33:42<00:00,  2.00it/s]\nEpoch 0: |          | 4051/? [33:42<00:00,  2.00it/s]\nEpoch 0: |          | 4052/? [33:42<00:00,  2.00it/s]\nEpoch 0: |          | 4052/? [33:42<00:00,  2.00it/s]\nEpoch 0: |          | 4053/? [33:43<00:00,  2.00it/s]\nEpoch 0: |          | 4053/? [33:43<00:00,  2.00it/s]\nEpoch 0: |          | 4054/? [33:43<00:00,  2.00it/s]\nEpoch 0: |          | 4054/? [33:43<00:00,  2.00it/s]\nEpoch 0: |          | 4055/? [33:44<00:00,  2.00it/s]\nEpoch 0: |          | 4055/? [33:44<00:00,  2.00it/s]\nEpoch 0: |          | 4056/? [33:44<00:00,  2.00it/s]\nEpoch 0: |          | 4056/? [33:44<00:00,  2.00it/s]\nEpoch 0: |          | 4057/? [33:44<00:00,  2.00it/s]\nEpoch 0: |          | 4057/? [33:44<00:00,  2.00it/s]\nEpoch 0: |          | 4058/? [33:45<00:00,  2.00it/s]\nEpoch 0: |          | 4058/? [33:45<00:00,  2.00it/s]\nEpoch 0: |          | 4059/? [33:45<00:00,  2.00it/s]\nEpoch 0: |          | 4059/? [33:45<00:00,  2.00it/s]\nEpoch 0: |          | 4060/? [33:46<00:00,  2.00it/s]\nEpoch 0: |          | 4060/? [33:46<00:00,  2.00it/s]\nEpoch 0: |          | 4061/? [33:46<00:00,  2.00it/s]\nEpoch 0: |          | 4061/? [33:46<00:00,  2.00it/s]\nEpoch 0: |          | 4062/? [33:46<00:00,  2.00it/s]\nEpoch 0: |          | 4062/? [33:46<00:00,  2.00it/s]\nEpoch 0: |          | 4063/? [33:47<00:00,  2.00it/s]\nEpoch 0: |          | 4063/? [33:47<00:00,  2.00it/s]\nEpoch 0: |          | 4064/? [33:47<00:00,  2.00it/s]\nEpoch 0: |          | 4064/? [33:47<00:00,  2.00it/s]\nEpoch 0: |          | 4065/? [33:47<00:00,  2.00it/s]\nEpoch 0: |          | 4065/? [33:47<00:00,  2.00it/s]\nEpoch 0: |          | 4066/? [33:48<00:00,  2.00it/s]\nEpoch 0: |          | 4066/? [33:48<00:00,  2.00it/s]\nEpoch 0: |          | 4067/? [33:48<00:00,  2.00it/s]\nEpoch 0: |          | 4067/? [33:48<00:00,  2.00it/s]\nEpoch 0: |          | 4068/? [33:49<00:00,  2.00it/s]\nEpoch 0: |          | 4068/? [33:49<00:00,  2.00it/s]\nEpoch 0: |          | 4069/? [33:49<00:00,  2.00it/s]\nEpoch 0: |          | 4069/? [33:49<00:00,  2.00it/s]\nEpoch 0: |          | 4070/? [33:49<00:00,  2.01it/s]\nEpoch 0: |          | 4070/? [33:49<00:00,  2.01it/s]\nEpoch 0: |          | 4071/? [33:50<00:00,  2.01it/s]\nEpoch 0: |          | 4071/? [33:50<00:00,  2.01it/s]\nEpoch 0: |          | 4072/? [33:50<00:00,  2.01it/s]\nEpoch 0: |          | 4072/? [33:50<00:00,  2.01it/s]\nEpoch 0: |          | 4073/? [33:51<00:00,  2.01it/s]\nEpoch 0: |          | 4073/? [33:51<00:00,  2.01it/s]\nEpoch 0: |          | 4074/? [33:51<00:00,  2.01it/s]\nEpoch 0: |          | 4074/? [33:51<00:00,  2.01it/s]\nEpoch 0: |          | 4075/? [33:51<00:00,  2.01it/s]\nEpoch 0: |          | 4075/? [33:51<00:00,  2.01it/s]\nEpoch 0: |          | 4076/? [33:52<00:00,  2.01it/s]\nEpoch 0: |          | 4076/? [33:52<00:00,  2.01it/s]\nEpoch 0: |          | 4077/? [33:52<00:00,  2.01it/s]\nEpoch 0: |          | 4077/? [33:52<00:00,  2.01it/s]\nEpoch 0: |          | 4078/? [33:52<00:00,  2.01it/s]\nEpoch 0: |          | 4078/? [33:52<00:00,  2.01it/s]\nEpoch 0: |          | 4079/? [33:53<00:00,  2.01it/s]\nEpoch 0: |          | 4079/? [33:53<00:00,  2.01it/s]\nEpoch 0: |          | 4080/? [33:53<00:00,  2.01it/s]\nEpoch 0: |          | 4080/? [33:53<00:00,  2.01it/s]\nEpoch 0: |          | 4081/? [33:54<00:00,  2.01it/s]\nEpoch 0: |          | 4081/? [33:54<00:00,  2.01it/s]\nEpoch 0: |          | 4082/? [33:54<00:00,  2.01it/s]\nEpoch 0: |          | 4082/? [33:54<00:00,  2.01it/s]\nEpoch 0: |          | 4083/? [33:54<00:00,  2.01it/s]\nEpoch 0: |          | 4083/? [33:54<00:00,  2.01it/s]\nEpoch 0: |          | 4084/? [33:55<00:00,  2.01it/s]\nEpoch 0: |          | 4084/? [33:55<00:00,  2.01it/s]\nEpoch 0: |          | 4085/? [33:55<00:00,  2.01it/s]\nEpoch 0: |          | 4085/? [33:55<00:00,  2.01it/s]\nEpoch 0: |          | 4086/? [33:56<00:00,  2.01it/s]\nEpoch 0: |          | 4086/? [33:56<00:00,  2.01it/s]\nEpoch 0: |          | 4087/? [33:56<00:00,  2.01it/s]\nEpoch 0: |          | 4087/? [33:56<00:00,  2.01it/s]\nEpoch 0: |          | 4088/? [33:56<00:00,  2.01it/s]\nEpoch 0: |          | 4088/? [33:56<00:00,  2.01it/s]\nEpoch 0: |          | 4089/? [33:57<00:00,  2.01it/s]\nEpoch 0: |          | 4089/? [33:57<00:00,  2.01it/s]\nEpoch 0: |          | 4090/? [33:57<00:00,  2.01it/s]\nEpoch 0: |          | 4090/? [33:57<00:00,  2.01it/s]\nEpoch 0: |          | 4091/? [33:57<00:00,  2.01it/s]\nEpoch 0: |          | 4091/? [33:57<00:00,  2.01it/s]\nEpoch 0: |          | 4092/? [33:58<00:00,  2.01it/s]\nEpoch 0: |          | 4092/? [33:58<00:00,  2.01it/s]\nEpoch 0: |          | 4093/? [33:58<00:00,  2.01it/s]\nEpoch 0: |          | 4093/? [33:58<00:00,  2.01it/s]\nEpoch 0: |          | 4094/? [33:59<00:00,  2.01it/s]\nEpoch 0: |          | 4094/? [33:59<00:00,  2.01it/s]\nEpoch 0: |          | 4095/? [33:59<00:00,  2.01it/s]\nEpoch 0: |          | 4095/? [33:59<00:00,  2.01it/s]\nEpoch 0: |          | 4096/? [33:59<00:00,  2.01it/s]\nEpoch 0: |          | 4096/? [33:59<00:00,  2.01it/s]\nEpoch 0: |          | 4097/? [34:00<00:00,  2.01it/s]\nEpoch 0: |          | 4097/? [34:00<00:00,  2.01it/s]\nEpoch 0: |          | 4098/? [34:00<00:00,  2.01it/s]\nEpoch 0: |          | 4098/? [34:00<00:00,  2.01it/s]\nEpoch 0: |          | 4099/? [34:00<00:00,  2.01it/s]\nEpoch 0: |          | 4099/? [34:00<00:00,  2.01it/s]\nEpoch 0: |          | 4100/? [34:01<00:00,  2.01it/s]\nEpoch 0: |          | 4100/? [34:01<00:00,  2.01it/s]\nEpoch 0: |          | 4101/? [34:01<00:00,  2.01it/s]\nEpoch 0: |          | 4101/? [34:01<00:00,  2.01it/s]\nEpoch 0: |          | 4102/? [34:02<00:00,  2.01it/s]\nEpoch 0: |          | 4102/? [34:02<00:00,  2.01it/s]\nEpoch 0: |          | 4103/? [34:02<00:00,  2.01it/s]\nEpoch 0: |          | 4103/? [34:02<00:00,  2.01it/s]\nEpoch 0: |          | 4104/? [34:02<00:00,  2.01it/s]\nEpoch 0: |          | 4104/? [34:02<00:00,  2.01it/s]\nEpoch 0: |          | 4105/? [34:03<00:00,  2.01it/s]\nEpoch 0: |          | 4105/? [34:03<00:00,  2.01it/s]\nEpoch 0: |          | 4106/? [34:03<00:00,  2.01it/s]\nEpoch 0: |          | 4106/? [34:03<00:00,  2.01it/s]\nEpoch 0: |          | 4107/? [34:04<00:00,  2.01it/s]\nEpoch 0: |          | 4107/? [34:04<00:00,  2.01it/s]\nEpoch 0: |          | 4108/? [34:04<00:00,  2.01it/s]\nEpoch 0: |          | 4108/? [34:04<00:00,  2.01it/s]\nEpoch 0: |          | 4109/? [34:04<00:00,  2.01it/s]\nEpoch 0: |          | 4109/? [34:04<00:00,  2.01it/s]\nEpoch 0: |          | 4110/? [34:05<00:00,  2.01it/s]\nEpoch 0: |          | 4110/? [34:05<00:00,  2.01it/s]\nEpoch 0: |          | 4111/? [34:05<00:00,  2.01it/s]\nEpoch 0: |          | 4111/? [34:05<00:00,  2.01it/s]\nEpoch 0: |          | 4112/? [34:05<00:00,  2.01it/s]\nEpoch 0: |          | 4112/? [34:05<00:00,  2.01it/s]\nEpoch 0: |          | 4113/? [34:06<00:00,  2.01it/s]\nEpoch 0: |          | 4113/? [34:06<00:00,  2.01it/s]\nEpoch 0: |          | 4114/? [34:06<00:00,  2.01it/s]\nEpoch 0: |          | 4114/? [34:06<00:00,  2.01it/s]\nEpoch 0: |          | 4115/? [34:07<00:00,  2.01it/s]\nEpoch 0: |          | 4115/? [34:07<00:00,  2.01it/s]\nEpoch 0: |          | 4116/? [34:07<00:00,  2.01it/s]\nEpoch 0: |          | 4116/? [34:07<00:00,  2.01it/s]\nEpoch 0: |          | 4117/? [34:07<00:00,  2.01it/s]\nEpoch 0: |          | 4117/? [34:07<00:00,  2.01it/s]\nEpoch 0: |          | 4118/? [34:08<00:00,  2.01it/s]\nEpoch 0: |          | 4118/? [34:08<00:00,  2.01it/s]\nEpoch 0: |          | 4119/? [34:08<00:00,  2.01it/s]\nEpoch 0: |          | 4119/? [34:08<00:00,  2.01it/s]\nEpoch 0: |          | 4120/? [34:09<00:00,  2.01it/s]\nEpoch 0: |          | 4120/? [34:09<00:00,  2.01it/s]\nEpoch 0: |          | 4121/? [34:09<00:00,  2.01it/s]\nEpoch 0: |          | 4121/? [34:09<00:00,  2.01it/s]\nEpoch 0: |          | 4122/? [34:09<00:00,  2.01it/s]\nEpoch 0: |          | 4122/? [34:09<00:00,  2.01it/s]\nEpoch 0: |          | 4123/? [34:10<00:00,  2.01it/s]\nEpoch 0: |          | 4123/? [34:10<00:00,  2.01it/s]\nEpoch 0: |          | 4124/? [34:10<00:00,  2.01it/s]\nEpoch 0: |          | 4124/? [34:10<00:00,  2.01it/s]\nEpoch 0: |          | 4125/? [34:10<00:00,  2.01it/s]\nEpoch 0: |          | 4125/? [34:10<00:00,  2.01it/s]\nEpoch 0: |          | 4126/? [34:11<00:00,  2.01it/s]\nEpoch 0: |          | 4126/? [34:11<00:00,  2.01it/s]\nEpoch 0: |          | 4127/? [34:11<00:00,  2.01it/s]\nEpoch 0: |          | 4127/? [34:11<00:00,  2.01it/s]\nEpoch 0: |          | 4128/? [34:12<00:00,  2.01it/s]\nEpoch 0: |          | 4128/? [34:12<00:00,  2.01it/s]\nEpoch 0: |          | 4129/? [34:12<00:00,  2.01it/s]\nEpoch 0: |          | 4129/? [34:12<00:00,  2.01it/s]\nEpoch 0: |          | 4130/? [34:12<00:00,  2.01it/s]\nEpoch 0: |          | 4130/? [34:12<00:00,  2.01it/s]\nEpoch 0: |          | 4131/? [34:13<00:00,  2.01it/s]\nEpoch 0: |          | 4131/? [34:13<00:00,  2.01it/s]\nEpoch 0: |          | 4132/? [34:13<00:00,  2.01it/s]\nEpoch 0: |          | 4132/? [34:13<00:00,  2.01it/s]\nEpoch 0: |          | 4133/? [34:14<00:00,  2.01it/s]\nEpoch 0: |          | 4133/? [34:14<00:00,  2.01it/s]\nEpoch 0: |          | 4134/? [34:14<00:00,  2.01it/s]\nEpoch 0: |          | 4134/? [34:14<00:00,  2.01it/s]\nEpoch 0: |          | 4135/? [34:14<00:00,  2.01it/s]\nEpoch 0: |          | 4135/? [34:14<00:00,  2.01it/s]\nEpoch 0: |          | 4136/? [34:15<00:00,  2.01it/s]\nEpoch 0: |          | 4136/? [34:15<00:00,  2.01it/s]\nEpoch 0: |          | 4137/? [34:15<00:00,  2.01it/s]\nEpoch 0: |          | 4137/? [34:15<00:00,  2.01it/s]\nEpoch 0: |          | 4138/? [34:15<00:00,  2.01it/s]\nEpoch 0: |          | 4138/? [34:15<00:00,  2.01it/s]\nEpoch 0: |          | 4139/? [34:16<00:00,  2.01it/s]\nEpoch 0: |          | 4139/? [34:16<00:00,  2.01it/s]\nEpoch 0: |          | 4140/? [34:16<00:00,  2.01it/s]\nEpoch 0: |          | 4140/? [34:16<00:00,  2.01it/s]\nEpoch 0: |          | 4141/? [34:17<00:00,  2.01it/s]\nEpoch 0: |          | 4141/? [34:17<00:00,  2.01it/s]\nEpoch 0: |          | 4142/? [34:17<00:00,  2.01it/s]\nEpoch 0: |          | 4142/? [34:17<00:00,  2.01it/s]\nEpoch 0: |          | 4143/? [34:17<00:00,  2.01it/s]\nEpoch 0: |          | 4143/? [34:17<00:00,  2.01it/s]\nEpoch 0: |          | 4144/? [34:18<00:00,  2.01it/s]\nEpoch 0: |          | 4144/? [34:18<00:00,  2.01it/s]\nEpoch 0: |          | 4145/? [34:18<00:00,  2.01it/s]\nEpoch 0: |          | 4145/? [34:18<00:00,  2.01it/s]\nEpoch 0: |          | 4146/? [34:19<00:00,  2.01it/s]\nEpoch 0: |          | 4146/? [34:19<00:00,  2.01it/s]\nEpoch 0: |          | 4147/? [34:19<00:00,  2.01it/s]\nEpoch 0: |          | 4147/? [34:19<00:00,  2.01it/s]\nEpoch 0: |          | 4148/? [34:19<00:00,  2.01it/s]\nEpoch 0: |          | 4148/? [34:19<00:00,  2.01it/s]\nEpoch 0: |          | 4149/? [34:20<00:00,  2.01it/s]\nEpoch 0: |          | 4149/? [34:20<00:00,  2.01it/s]\nEpoch 0: |          | 4150/? [34:20<00:00,  2.01it/s]\nEpoch 0: |          | 4150/? [34:20<00:00,  2.01it/s]\nEpoch 0: |          | 4151/? [34:20<00:00,  2.01it/s]\nEpoch 0: |          | 4151/? [34:20<00:00,  2.01it/s]\nEpoch 0: |          | 4152/? [34:21<00:00,  2.01it/s]\nEpoch 0: |          | 4152/? [34:21<00:00,  2.01it/s]\nEpoch 0: |          | 4153/? [34:21<00:00,  2.01it/s]\nEpoch 0: |          | 4153/? [34:21<00:00,  2.01it/s]\nEpoch 0: |          | 4154/? [34:22<00:00,  2.01it/s]\nEpoch 0: |          | 4154/? [34:22<00:00,  2.01it/s]\nEpoch 0: |          | 4155/? [34:22<00:00,  2.01it/s]\nEpoch 0: |          | 4155/? [34:22<00:00,  2.01it/s]\nEpoch 0: |          | 4156/? [34:22<00:00,  2.01it/s]\nEpoch 0: |          | 4156/? [34:22<00:00,  2.01it/s]\nEpoch 0: |          | 4157/? [34:23<00:00,  2.01it/s]\nEpoch 0: |          | 4157/? [34:23<00:00,  2.01it/s]\nEpoch 0: |          | 4158/? [34:23<00:00,  2.01it/s]\nEpoch 0: |          | 4158/? [34:23<00:00,  2.01it/s]\nEpoch 0: |          | 4159/? [34:23<00:00,  2.02it/s]\nEpoch 0: |          | 4159/? [34:23<00:00,  2.02it/s]\nEpoch 0: |          | 4160/? [34:24<00:00,  2.02it/s]\nEpoch 0: |          | 4160/? [34:24<00:00,  2.02it/s]\nEpoch 0: |          | 4161/? [34:24<00:00,  2.02it/s]\nEpoch 0: |          | 4161/? [34:24<00:00,  2.02it/s]\nEpoch 0: |          | 4162/? [34:25<00:00,  2.02it/s]\nEpoch 0: |          | 4162/? [34:25<00:00,  2.02it/s]\nEpoch 0: |          | 4163/? [34:25<00:00,  2.02it/s]\nEpoch 0: |          | 4163/? [34:25<00:00,  2.02it/s]\nEpoch 0: |          | 4164/? [34:25<00:00,  2.02it/s]\nEpoch 0: |          | 4164/? [34:25<00:00,  2.02it/s]\nEpoch 0: |          | 4165/? [34:26<00:00,  2.02it/s]\nEpoch 0: |          | 4165/? [34:26<00:00,  2.02it/s]\nEpoch 0: |          | 4166/? [34:26<00:00,  2.02it/s]\nEpoch 0: |          | 4166/? [34:26<00:00,  2.02it/s]\nEpoch 0: |          | 4167/? [34:27<00:00,  2.02it/s]\nEpoch 0: |          | 4167/? [34:27<00:00,  2.02it/s]\nEpoch 0: |          | 4168/? [34:27<00:00,  2.02it/s]\nEpoch 0: |          | 4168/? [34:27<00:00,  2.02it/s]\nEpoch 0: |          | 4169/? [34:27<00:00,  2.02it/s]\nEpoch 0: |          | 4169/? [34:27<00:00,  2.02it/s]\nEpoch 0: |          | 4170/? [34:28<00:00,  2.02it/s]\nEpoch 0: |          | 4170/? [34:28<00:00,  2.02it/s]\nEpoch 0: |          | 4171/? [34:28<00:00,  2.02it/s]\nEpoch 0: |          | 4171/? [34:28<00:00,  2.02it/s]\nEpoch 0: |          | 4172/? [34:28<00:00,  2.02it/s]\nEpoch 0: |          | 4172/? [34:28<00:00,  2.02it/s]\nEpoch 0: |          | 4173/? [34:29<00:00,  2.02it/s]\nEpoch 0: |          | 4173/? [34:29<00:00,  2.02it/s]\nEpoch 0: |          | 4174/? [34:29<00:00,  2.02it/s]\nEpoch 0: |          | 4174/? [34:29<00:00,  2.02it/s]\nEpoch 0: |          | 4175/? [34:30<00:00,  2.02it/s]\nEpoch 0: |          | 4175/? [34:30<00:00,  2.02it/s]\nEpoch 0: |          | 4176/? [34:30<00:00,  2.02it/s]\nEpoch 0: |          | 4176/? [34:30<00:00,  2.02it/s]\nEpoch 0: |          | 4177/? [34:30<00:00,  2.02it/s]\nEpoch 0: |          | 4177/? [34:30<00:00,  2.02it/s]\nEpoch 0: |          | 4178/? [34:31<00:00,  2.02it/s]\nEpoch 0: |          | 4178/? [34:31<00:00,  2.02it/s]\nEpoch 0: |          | 4179/? [34:31<00:00,  2.02it/s]\nEpoch 0: |          | 4179/? [34:31<00:00,  2.02it/s]\nEpoch 0: |          | 4180/? [34:32<00:00,  2.02it/s]\nEpoch 0: |          | 4180/? [34:32<00:00,  2.02it/s]\nEpoch 0: |          | 4181/? [34:32<00:00,  2.02it/s]\nEpoch 0: |          | 4181/? [34:32<00:00,  2.02it/s]\nEpoch 0: |          | 4182/? [34:32<00:00,  2.02it/s]\nEpoch 0: |          | 4182/? [34:32<00:00,  2.02it/s]\nEpoch 0: |          | 4183/? [34:33<00:00,  2.02it/s]\nEpoch 0: |          | 4183/? [34:33<00:00,  2.02it/s]\nEpoch 0: |          | 4184/? [34:33<00:00,  2.02it/s]\nEpoch 0: |          | 4184/? [34:33<00:00,  2.02it/s]\nEpoch 0: |          | 4185/? [34:33<00:00,  2.02it/s]\nEpoch 0: |          | 4185/? [34:33<00:00,  2.02it/s]\nEpoch 0: |          | 4186/? [34:34<00:00,  2.02it/s]\nEpoch 0: |          | 4186/? [34:34<00:00,  2.02it/s]\nEpoch 0: |          | 4187/? [34:34<00:00,  2.02it/s]\nEpoch 0: |          | 4187/? [34:34<00:00,  2.02it/s]\nEpoch 0: |          | 4188/? [34:35<00:00,  2.02it/s]\nEpoch 0: |          | 4188/? [34:35<00:00,  2.02it/s]\nEpoch 0: |          | 4189/? [34:35<00:00,  2.02it/s]\nEpoch 0: |          | 4189/? [34:35<00:00,  2.02it/s]\nEpoch 0: |          | 4190/? [34:35<00:00,  2.02it/s]\nEpoch 0: |          | 4190/? [34:35<00:00,  2.02it/s]\nEpoch 0: |          | 4191/? [34:36<00:00,  2.02it/s]\nEpoch 0: |          | 4191/? [34:36<00:00,  2.02it/s]\nEpoch 0: |          | 4192/? [34:36<00:00,  2.02it/s]\nEpoch 0: |          | 4192/? [34:36<00:00,  2.02it/s]\nEpoch 0: |          | 4193/? [34:36<00:00,  2.02it/s]\nEpoch 0: |          | 4193/? [34:36<00:00,  2.02it/s]\nEpoch 0: |          | 4194/? [34:37<00:00,  2.02it/s]\nEpoch 0: |          | 4194/? [34:37<00:00,  2.02it/s]\nEpoch 0: |          | 4195/? [34:37<00:00,  2.02it/s]\nEpoch 0: |          | 4195/? [34:37<00:00,  2.02it/s]\nEpoch 0: |          | 4196/? [34:38<00:00,  2.02it/s]\nEpoch 0: |          | 4196/? [34:38<00:00,  2.02it/s]\nEpoch 0: |          | 4197/? [34:38<00:00,  2.02it/s]\nEpoch 0: |          | 4197/? [34:38<00:00,  2.02it/s]\nEpoch 0: |          | 4198/? [34:38<00:00,  2.02it/s]\nEpoch 0: |          | 4198/? [34:38<00:00,  2.02it/s]\nEpoch 0: |          | 4199/? [34:39<00:00,  2.02it/s]\nEpoch 0: |          | 4199/? [34:39<00:00,  2.02it/s]\nEpoch 0: |          | 4200/? [34:39<00:00,  2.02it/s]\nEpoch 0: |          | 4200/? [34:39<00:00,  2.02it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  9.87it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.73it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.83it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.54it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 4200/? [34:40<00:00,  2.02it/s]\nEpoch 0: |          | 4201/? [34:40<00:00,  2.02it/s]\nEpoch 0: |          | 4201/? [34:40<00:00,  2.02it/s]\nEpoch 0: |          | 4202/? [34:40<00:00,  2.02it/s]\nEpoch 0: |          | 4202/? [34:40<00:00,  2.02it/s]\nEpoch 0: |          | 4203/? [34:41<00:00,  2.02it/s]\nEpoch 0: |          | 4203/? [34:41<00:00,  2.02it/s]\nEpoch 0: |          | 4204/? [34:41<00:00,  2.02it/s]\nEpoch 0: |          | 4204/? [34:41<00:00,  2.02it/s]\nEpoch 0: |          | 4205/? [34:42<00:00,  2.02it/s]\nEpoch 0: |          | 4205/? [34:42<00:00,  2.02it/s]\nEpoch 0: |          | 4206/? [34:42<00:00,  2.02it/s]\nEpoch 0: |          | 4206/? [34:42<00:00,  2.02it/s]\nEpoch 0: |          | 4207/? [34:42<00:00,  2.02it/s]\nEpoch 0: |          | 4207/? [34:42<00:00,  2.02it/s]\nEpoch 0: |          | 4208/? [34:43<00:00,  2.02it/s]\nEpoch 0: |          | 4208/? [34:43<00:00,  2.02it/s]\nEpoch 0: |          | 4209/? [34:43<00:00,  2.02it/s]\nEpoch 0: |          | 4209/? [34:43<00:00,  2.02it/s]\nEpoch 0: |          | 4210/? [34:43<00:00,  2.02it/s]\nEpoch 0: |          | 4210/? [34:43<00:00,  2.02it/s]\nEpoch 0: |          | 4211/? [34:44<00:00,  2.02it/s]\nEpoch 0: |          | 4211/? [34:44<00:00,  2.02it/s]\nEpoch 0: |          | 4212/? [34:44<00:00,  2.02it/s]\nEpoch 0: |          | 4212/? [34:44<00:00,  2.02it/s]\nEpoch 0: |          | 4213/? [34:45<00:00,  2.02it/s]\nEpoch 0: |          | 4213/? [34:45<00:00,  2.02it/s]\nEpoch 0: |          | 4214/? [34:45<00:00,  2.02it/s]\nEpoch 0: |          | 4214/? [34:45<00:00,  2.02it/s]\nEpoch 0: |          | 4215/? [34:45<00:00,  2.02it/s]\nEpoch 0: |          | 4215/? [34:45<00:00,  2.02it/s]\nEpoch 0: |          | 4216/? [34:46<00:00,  2.02it/s]\nEpoch 0: |          | 4216/? [34:46<00:00,  2.02it/s]\nEpoch 0: |          | 4217/? [34:46<00:00,  2.02it/s]\nEpoch 0: |          | 4217/? [34:46<00:00,  2.02it/s]\nEpoch 0: |          | 4218/? [34:47<00:00,  2.02it/s]\nEpoch 0: |          | 4218/? [34:47<00:00,  2.02it/s]\nEpoch 0: |          | 4219/? [34:47<00:00,  2.02it/s]\nEpoch 0: |          | 4219/? [34:47<00:00,  2.02it/s]\nEpoch 0: |          | 4220/? [34:47<00:00,  2.02it/s]\nEpoch 0: |          | 4220/? [34:47<00:00,  2.02it/s]\nEpoch 0: |          | 4221/? [34:48<00:00,  2.02it/s]\nEpoch 0: |          | 4221/? [34:48<00:00,  2.02it/s]\nEpoch 0: |          | 4222/? [34:48<00:00,  2.02it/s]\nEpoch 0: |          | 4222/? [34:48<00:00,  2.02it/s]\nEpoch 0: |          | 4223/? [34:48<00:00,  2.02it/s]\nEpoch 0: |          | 4223/? [34:48<00:00,  2.02it/s]\nEpoch 0: |          | 4224/? [34:49<00:00,  2.02it/s]\nEpoch 0: |          | 4224/? [34:49<00:00,  2.02it/s]\nEpoch 0: |          | 4225/? [34:49<00:00,  2.02it/s]\nEpoch 0: |          | 4225/? [34:49<00:00,  2.02it/s]\nEpoch 0: |          | 4226/? [34:50<00:00,  2.02it/s]\nEpoch 0: |          | 4226/? [34:50<00:00,  2.02it/s]\nEpoch 0: |          | 4227/? [34:50<00:00,  2.02it/s]\nEpoch 0: |          | 4227/? [34:50<00:00,  2.02it/s]\nEpoch 0: |          | 4228/? [34:50<00:00,  2.02it/s]\nEpoch 0: |          | 4228/? [34:50<00:00,  2.02it/s]\nEpoch 0: |          | 4229/? [34:51<00:00,  2.02it/s]\nEpoch 0: |          | 4229/? [34:51<00:00,  2.02it/s]\nEpoch 0: |          | 4230/? [34:51<00:00,  2.02it/s]\nEpoch 0: |          | 4230/? [34:51<00:00,  2.02it/s]\nEpoch 0: |          | 4231/? [34:52<00:00,  2.02it/s]\nEpoch 0: |          | 4231/? [34:52<00:00,  2.02it/s]\nEpoch 0: |          | 4232/? [34:52<00:00,  2.02it/s]\nEpoch 0: |          | 4232/? [34:52<00:00,  2.02it/s]\nEpoch 0: |          | 4233/? [34:52<00:00,  2.02it/s]\nEpoch 0: |          | 4233/? [34:52<00:00,  2.02it/s]\nEpoch 0: |          | 4234/? [34:53<00:00,  2.02it/s]\nEpoch 0: |          | 4234/? [34:53<00:00,  2.02it/s]\nEpoch 0: |          | 4235/? [34:53<00:00,  2.02it/s]\nEpoch 0: |          | 4235/? [34:53<00:00,  2.02it/s]\nEpoch 0: |          | 4236/? [34:53<00:00,  2.02it/s]\nEpoch 0: |          | 4236/? [34:53<00:00,  2.02it/s]\nEpoch 0: |          | 4237/? [34:54<00:00,  2.02it/s]\nEpoch 0: |          | 4237/? [34:54<00:00,  2.02it/s]\nEpoch 0: |          | 4238/? [34:54<00:00,  2.02it/s]\nEpoch 0: |          | 4238/? [34:54<00:00,  2.02it/s]\nEpoch 0: |          | 4239/? [34:55<00:00,  2.02it/s]\nEpoch 0: |          | 4239/? [34:55<00:00,  2.02it/s]\nEpoch 0: |          | 4240/? [34:55<00:00,  2.02it/s]\nEpoch 0: |          | 4240/? [34:55<00:00,  2.02it/s]\nEpoch 0: |          | 4241/? [34:55<00:00,  2.02it/s]\nEpoch 0: |          | 4241/? [34:55<00:00,  2.02it/s]\nEpoch 0: |          | 4242/? [34:56<00:00,  2.02it/s]\nEpoch 0: |          | 4242/? [34:56<00:00,  2.02it/s]\nEpoch 0: |          | 4243/? [34:56<00:00,  2.02it/s]\nEpoch 0: |          | 4243/? [34:56<00:00,  2.02it/s]\nEpoch 0: |          | 4244/? [34:57<00:00,  2.02it/s]\nEpoch 0: |          | 4244/? [34:57<00:00,  2.02it/s]\nEpoch 0: |          | 4245/? [34:57<00:00,  2.02it/s]\nEpoch 0: |          | 4245/? [34:57<00:00,  2.02it/s]\nEpoch 0: |          | 4246/? [34:57<00:00,  2.02it/s]\nEpoch 0: |          | 4246/? [34:57<00:00,  2.02it/s]\nEpoch 0: |          | 4247/? [34:58<00:00,  2.02it/s]\nEpoch 0: |          | 4247/? [34:58<00:00,  2.02it/s]\nEpoch 0: |          | 4248/? [34:58<00:00,  2.02it/s]\nEpoch 0: |          | 4248/? [34:58<00:00,  2.02it/s]\nEpoch 0: |          | 4249/? [34:58<00:00,  2.02it/s]\nEpoch 0: |          | 4249/? [34:58<00:00,  2.02it/s]\nEpoch 0: |          | 4250/? [34:59<00:00,  2.02it/s]\nEpoch 0: |          | 4250/? [34:59<00:00,  2.02it/s]\nEpoch 0: |          | 4251/? [34:59<00:00,  2.02it/s]\nEpoch 0: |          | 4251/? [34:59<00:00,  2.02it/s]\nEpoch 0: |          | 4252/? [35:00<00:00,  2.02it/s]\nEpoch 0: |          | 4252/? [35:00<00:00,  2.02it/s]\nEpoch 0: |          | 4253/? [35:00<00:00,  2.02it/s]\nEpoch 0: |          | 4253/? [35:00<00:00,  2.02it/s]\nEpoch 0: |          | 4254/? [35:00<00:00,  2.02it/s]\nEpoch 0: |          | 4254/? [35:00<00:00,  2.02it/s]\nEpoch 0: |          | 4255/? [35:01<00:00,  2.03it/s]\nEpoch 0: |          | 4255/? [35:01<00:00,  2.03it/s]\nEpoch 0: |          | 4256/? [35:01<00:00,  2.03it/s]\nEpoch 0: |          | 4256/? [35:01<00:00,  2.03it/s]\nEpoch 0: |          | 4257/? [35:01<00:00,  2.03it/s]\nEpoch 0: |          | 4257/? [35:01<00:00,  2.03it/s]\nEpoch 0: |          | 4258/? [35:02<00:00,  2.03it/s]\nEpoch 0: |          | 4258/? [35:02<00:00,  2.03it/s]\nEpoch 0: |          | 4259/? [35:02<00:00,  2.03it/s]\nEpoch 0: |          | 4259/? [35:02<00:00,  2.03it/s]\nEpoch 0: |          | 4260/? [35:03<00:00,  2.03it/s]\nEpoch 0: |          | 4260/? [35:03<00:00,  2.03it/s]\nEpoch 0: |          | 4261/? [35:03<00:00,  2.03it/s]\nEpoch 0: |          | 4261/? [35:03<00:00,  2.03it/s]\nEpoch 0: |          | 4262/? [35:03<00:00,  2.03it/s]\nEpoch 0: |          | 4262/? [35:03<00:00,  2.03it/s]\nEpoch 0: |          | 4263/? [35:04<00:00,  2.03it/s]\nEpoch 0: |          | 4263/? [35:04<00:00,  2.03it/s]\nEpoch 0: |          | 4264/? [35:04<00:00,  2.03it/s]\nEpoch 0: |          | 4264/? [35:04<00:00,  2.03it/s]\nEpoch 0: |          | 4265/? [35:05<00:00,  2.03it/s]\nEpoch 0: |          | 4265/? [35:05<00:00,  2.03it/s]\nEpoch 0: |          | 4266/? [35:05<00:00,  2.03it/s]\nEpoch 0: |          | 4266/? [35:05<00:00,  2.03it/s]\nEpoch 0: |          | 4267/? [35:05<00:00,  2.03it/s]\nEpoch 0: |          | 4267/? [35:05<00:00,  2.03it/s]\nEpoch 0: |          | 4268/? [35:06<00:00,  2.03it/s]\nEpoch 0: |          | 4268/? [35:06<00:00,  2.03it/s]\nEpoch 0: |          | 4269/? [35:06<00:00,  2.03it/s]\nEpoch 0: |          | 4269/? [35:06<00:00,  2.03it/s]\nEpoch 0: |          | 4270/? [35:07<00:00,  2.03it/s]\nEpoch 0: |          | 4270/? [35:07<00:00,  2.03it/s]\nEpoch 0: |          | 4271/? [35:07<00:00,  2.03it/s]\nEpoch 0: |          | 4271/? [35:07<00:00,  2.03it/s]\nEpoch 0: |          | 4272/? [35:07<00:00,  2.03it/s]\nEpoch 0: |          | 4272/? [35:07<00:00,  2.03it/s]\nEpoch 0: |          | 4273/? [35:08<00:00,  2.03it/s]\nEpoch 0: |          | 4273/? [35:08<00:00,  2.03it/s]\nEpoch 0: |          | 4274/? [35:08<00:00,  2.03it/s]\nEpoch 0: |          | 4274/? [35:08<00:00,  2.03it/s]\nEpoch 0: |          | 4275/? [35:09<00:00,  2.03it/s]\nEpoch 0: |          | 4275/? [35:09<00:00,  2.03it/s]\nEpoch 0: |          | 4276/? [35:09<00:00,  2.03it/s]\nEpoch 0: |          | 4276/? [35:09<00:00,  2.03it/s]\nEpoch 0: |          | 4277/? [35:09<00:00,  2.03it/s]\nEpoch 0: |          | 4277/? [35:09<00:00,  2.03it/s]\nEpoch 0: |          | 4278/? [35:10<00:00,  2.03it/s]\nEpoch 0: |          | 4278/? [35:10<00:00,  2.03it/s]\nEpoch 0: |          | 4279/? [35:10<00:00,  2.03it/s]\nEpoch 0: |          | 4279/? [35:10<00:00,  2.03it/s]\nEpoch 0: |          | 4280/? [35:10<00:00,  2.03it/s]\nEpoch 0: |          | 4280/? [35:10<00:00,  2.03it/s]\nEpoch 0: |          | 4281/? [35:11<00:00,  2.03it/s]\nEpoch 0: |          | 4281/? [35:11<00:00,  2.03it/s]\nEpoch 0: |          | 4282/? [35:11<00:00,  2.03it/s]\nEpoch 0: |          | 4282/? [35:11<00:00,  2.03it/s]\nEpoch 0: |          | 4283/? [35:12<00:00,  2.03it/s]\nEpoch 0: |          | 4283/? [35:12<00:00,  2.03it/s]\nEpoch 0: |          | 4284/? [35:12<00:00,  2.03it/s]\nEpoch 0: |          | 4284/? [35:12<00:00,  2.03it/s]\nEpoch 0: |          | 4285/? [35:12<00:00,  2.03it/s]\nEpoch 0: |          | 4285/? [35:12<00:00,  2.03it/s]\nEpoch 0: |          | 4286/? [35:13<00:00,  2.03it/s]\nEpoch 0: |          | 4286/? [35:13<00:00,  2.03it/s]\nEpoch 0: |          | 4287/? [35:13<00:00,  2.03it/s]\nEpoch 0: |          | 4287/? [35:13<00:00,  2.03it/s]\nEpoch 0: |          | 4288/? [35:13<00:00,  2.03it/s]\nEpoch 0: |          | 4288/? [35:13<00:00,  2.03it/s]\nEpoch 0: |          | 4289/? [35:14<00:00,  2.03it/s]\nEpoch 0: |          | 4289/? [35:14<00:00,  2.03it/s]\nEpoch 0: |          | 4290/? [35:14<00:00,  2.03it/s]\nEpoch 0: |          | 4290/? [35:14<00:00,  2.03it/s]\nEpoch 0: |          | 4291/? [35:15<00:00,  2.03it/s]\nEpoch 0: |          | 4291/? [35:15<00:00,  2.03it/s]\nEpoch 0: |          | 4292/? [35:15<00:00,  2.03it/s]\nEpoch 0: |          | 4292/? [35:15<00:00,  2.03it/s]\nEpoch 0: |          | 4293/? [35:15<00:00,  2.03it/s]\nEpoch 0: |          | 4293/? [35:15<00:00,  2.03it/s]\nEpoch 0: |          | 4294/? [35:16<00:00,  2.03it/s]\nEpoch 0: |          | 4294/? [35:16<00:00,  2.03it/s]\nEpoch 0: |          | 4295/? [35:16<00:00,  2.03it/s]\nEpoch 0: |          | 4295/? [35:16<00:00,  2.03it/s]\nEpoch 0: |          | 4296/? [35:17<00:00,  2.03it/s]\nEpoch 0: |          | 4296/? [35:17<00:00,  2.03it/s]\nEpoch 0: |          | 4297/? [35:17<00:00,  2.03it/s]\nEpoch 0: |          | 4297/? [35:17<00:00,  2.03it/s]\nEpoch 0: |          | 4298/? [35:17<00:00,  2.03it/s]\nEpoch 0: |          | 4298/? [35:17<00:00,  2.03it/s]\nEpoch 0: |          | 4299/? [35:18<00:00,  2.03it/s]\nEpoch 0: |          | 4299/? [35:18<00:00,  2.03it/s]\nEpoch 0: |          | 4300/? [35:18<00:00,  2.03it/s]\nEpoch 0: |          | 4300/? [35:18<00:00,  2.03it/s]\nEpoch 0: |          | 4301/? [35:18<00:00,  2.03it/s]\nEpoch 0: |          | 4301/? [35:18<00:00,  2.03it/s]\nEpoch 0: |          | 4302/? [35:19<00:00,  2.03it/s]\nEpoch 0: |          | 4302/? [35:19<00:00,  2.03it/s]\nEpoch 0: |          | 4303/? [35:19<00:00,  2.03it/s]\nEpoch 0: |          | 4303/? [35:19<00:00,  2.03it/s]\nEpoch 0: |          | 4304/? [35:20<00:00,  2.03it/s]\nEpoch 0: |          | 4304/? [35:20<00:00,  2.03it/s]\nEpoch 0: |          | 4305/? [35:20<00:00,  2.03it/s]\nEpoch 0: |          | 4305/? [35:20<00:00,  2.03it/s]\nEpoch 0: |          | 4306/? [35:20<00:00,  2.03it/s]\nEpoch 0: |          | 4306/? [35:20<00:00,  2.03it/s]\nEpoch 0: |          | 4307/? [35:21<00:00,  2.03it/s]\nEpoch 0: |          | 4307/? [35:21<00:00,  2.03it/s]\nEpoch 0: |          | 4308/? [35:21<00:00,  2.03it/s]\nEpoch 0: |          | 4308/? [35:21<00:00,  2.03it/s]\nEpoch 0: |          | 4309/? [35:22<00:00,  2.03it/s]\nEpoch 0: |          | 4309/? [35:22<00:00,  2.03it/s]\nEpoch 0: |          | 4310/? [35:22<00:00,  2.03it/s]\nEpoch 0: |          | 4310/? [35:22<00:00,  2.03it/s]\nEpoch 0: |          | 4311/? [35:22<00:00,  2.03it/s]\nEpoch 0: |          | 4311/? [35:22<00:00,  2.03it/s]\nEpoch 0: |          | 4312/? [35:23<00:00,  2.03it/s]\nEpoch 0: |          | 4312/? [35:23<00:00,  2.03it/s]\nEpoch 0: |          | 4313/? [35:23<00:00,  2.03it/s]\nEpoch 0: |          | 4313/? [35:23<00:00,  2.03it/s]\nEpoch 0: |          | 4314/? [35:24<00:00,  2.03it/s]\nEpoch 0: |          | 4314/? [35:24<00:00,  2.03it/s]\nEpoch 0: |          | 4315/? [35:24<00:00,  2.03it/s]\nEpoch 0: |          | 4315/? [35:24<00:00,  2.03it/s]\nEpoch 0: |          | 4316/? [35:24<00:00,  2.03it/s]\nEpoch 0: |          | 4316/? [35:24<00:00,  2.03it/s]\nEpoch 0: |          | 4317/? [35:25<00:00,  2.03it/s]\nEpoch 0: |          | 4317/? [35:25<00:00,  2.03it/s]\nEpoch 0: |          | 4318/? [35:25<00:00,  2.03it/s]\nEpoch 0: |          | 4318/? [35:25<00:00,  2.03it/s]\nEpoch 0: |          | 4319/? [35:25<00:00,  2.03it/s]\nEpoch 0: |          | 4319/? [35:25<00:00,  2.03it/s]\nEpoch 0: |          | 4320/? [35:26<00:00,  2.03it/s]\nEpoch 0: |          | 4320/? [35:26<00:00,  2.03it/s]\nEpoch 0: |          | 4321/? [35:26<00:00,  2.03it/s]\nEpoch 0: |          | 4321/? [35:26<00:00,  2.03it/s]\nEpoch 0: |          | 4322/? [35:27<00:00,  2.03it/s]\nEpoch 0: |          | 4322/? [35:27<00:00,  2.03it/s]\nEpoch 0: |          | 4323/? [35:27<00:00,  2.03it/s]\nEpoch 0: |          | 4323/? [35:27<00:00,  2.03it/s]\nEpoch 0: |          | 4324/? [35:27<00:00,  2.03it/s]\nEpoch 0: |          | 4324/? [35:27<00:00,  2.03it/s]\nEpoch 0: |          | 4325/? [35:28<00:00,  2.03it/s]\nEpoch 0: |          | 4325/? [35:28<00:00,  2.03it/s]\nEpoch 0: |          | 4326/? [35:28<00:00,  2.03it/s]\nEpoch 0: |          | 4326/? [35:28<00:00,  2.03it/s]\nEpoch 0: |          | 4327/? [35:29<00:00,  2.03it/s]\nEpoch 0: |          | 4327/? [35:29<00:00,  2.03it/s]\nEpoch 0: |          | 4328/? [35:29<00:00,  2.03it/s]\nEpoch 0: |          | 4328/? [35:29<00:00,  2.03it/s]\nEpoch 0: |          | 4329/? [35:29<00:00,  2.03it/s]\nEpoch 0: |          | 4329/? [35:29<00:00,  2.03it/s]\nEpoch 0: |          | 4330/? [35:30<00:00,  2.03it/s]\nEpoch 0: |          | 4330/? [35:30<00:00,  2.03it/s]\nEpoch 0: |          | 4331/? [35:30<00:00,  2.03it/s]\nEpoch 0: |          | 4331/? [35:30<00:00,  2.03it/s]\nEpoch 0: |          | 4332/? [35:30<00:00,  2.03it/s]\nEpoch 0: |          | 4332/? [35:30<00:00,  2.03it/s]\nEpoch 0: |          | 4333/? [35:31<00:00,  2.03it/s]\nEpoch 0: |          | 4333/? [35:31<00:00,  2.03it/s]\nEpoch 0: |          | 4334/? [35:31<00:00,  2.03it/s]\nEpoch 0: |          | 4334/? [35:31<00:00,  2.03it/s]\nEpoch 0: |          | 4335/? [35:32<00:00,  2.03it/s]\nEpoch 0: |          | 4335/? [35:32<00:00,  2.03it/s]\nEpoch 0: |          | 4336/? [35:32<00:00,  2.03it/s]\nEpoch 0: |          | 4336/? [35:32<00:00,  2.03it/s]\nEpoch 0: |          | 4337/? [35:32<00:00,  2.03it/s]\nEpoch 0: |          | 4337/? [35:32<00:00,  2.03it/s]\nEpoch 0: |          | 4338/? [35:33<00:00,  2.03it/s]\nEpoch 0: |          | 4338/? [35:33<00:00,  2.03it/s]\nEpoch 0: |          | 4339/? [35:33<00:00,  2.03it/s]\nEpoch 0: |          | 4339/? [35:33<00:00,  2.03it/s]\nEpoch 0: |          | 4340/? [35:34<00:00,  2.03it/s]\nEpoch 0: |          | 4340/? [35:34<00:00,  2.03it/s]\nEpoch 0: |          | 4341/? [35:34<00:00,  2.03it/s]\nEpoch 0: |          | 4341/? [35:34<00:00,  2.03it/s]\nEpoch 0: |          | 4342/? [35:34<00:00,  2.03it/s]\nEpoch 0: |          | 4342/? [35:34<00:00,  2.03it/s]\nEpoch 0: |          | 4343/? [35:35<00:00,  2.03it/s]\nEpoch 0: |          | 4343/? [35:35<00:00,  2.03it/s]\nEpoch 0: |          | 4344/? [35:35<00:00,  2.03it/s]\nEpoch 0: |          | 4344/? [35:35<00:00,  2.03it/s]\nEpoch 0: |          | 4345/? [35:36<00:00,  2.03it/s]\nEpoch 0: |          | 4345/? [35:36<00:00,  2.03it/s]\nEpoch 0: |          | 4346/? [35:36<00:00,  2.03it/s]\nEpoch 0: |          | 4346/? [35:36<00:00,  2.03it/s]\nEpoch 0: |          | 4347/? [35:36<00:00,  2.03it/s]\nEpoch 0: |          | 4347/? [35:36<00:00,  2.03it/s]\nEpoch 0: |          | 4348/? [35:37<00:00,  2.03it/s]\nEpoch 0: |          | 4348/? [35:37<00:00,  2.03it/s]\nEpoch 0: |          | 4349/? [35:37<00:00,  2.03it/s]\nEpoch 0: |          | 4349/? [35:37<00:00,  2.03it/s]\nEpoch 0: |          | 4350/? [35:37<00:00,  2.03it/s]\nEpoch 0: |          | 4350/? [35:37<00:00,  2.03it/s]\nEpoch 0: |          | 4351/? [35:38<00:00,  2.03it/s]\nEpoch 0: |          | 4351/? [35:38<00:00,  2.03it/s]\nEpoch 0: |          | 4352/? [35:38<00:00,  2.03it/s]\nEpoch 0: |          | 4352/? [35:38<00:00,  2.03it/s]\nEpoch 0: |          | 4353/? [35:39<00:00,  2.03it/s]\nEpoch 0: |          | 4353/? [35:39<00:00,  2.03it/s]\nEpoch 0: |          | 4354/? [35:39<00:00,  2.04it/s]\nEpoch 0: |          | 4354/? [35:39<00:00,  2.04it/s]\nEpoch 0: |          | 4355/? [35:39<00:00,  2.04it/s]\nEpoch 0: |          | 4355/? [35:39<00:00,  2.04it/s]\nEpoch 0: |          | 4356/? [35:40<00:00,  2.04it/s]\nEpoch 0: |          | 4356/? [35:40<00:00,  2.04it/s]\nEpoch 0: |          | 4357/? [35:40<00:00,  2.04it/s]\nEpoch 0: |          | 4357/? [35:40<00:00,  2.04it/s]\nEpoch 0: |          | 4358/? [35:41<00:00,  2.04it/s]\nEpoch 0: |          | 4358/? [35:41<00:00,  2.04it/s]\nEpoch 0: |          | 4359/? [35:41<00:00,  2.04it/s]\nEpoch 0: |          | 4359/? [35:41<00:00,  2.04it/s]\nEpoch 0: |          | 4360/? [35:41<00:00,  2.04it/s]\nEpoch 0: |          | 4360/? [35:41<00:00,  2.04it/s]\nEpoch 0: |          | 4361/? [35:42<00:00,  2.04it/s]\nEpoch 0: |          | 4361/? [35:42<00:00,  2.04it/s]\nEpoch 0: |          | 4362/? [35:42<00:00,  2.04it/s]\nEpoch 0: |          | 4362/? [35:42<00:00,  2.04it/s]\nEpoch 0: |          | 4363/? [35:43<00:00,  2.04it/s]\nEpoch 0: |          | 4363/? [35:43<00:00,  2.04it/s]\nEpoch 0: |          | 4364/? [35:43<00:00,  2.04it/s]\nEpoch 0: |          | 4364/? [35:43<00:00,  2.04it/s]\nEpoch 0: |          | 4365/? [35:43<00:00,  2.04it/s]\nEpoch 0: |          | 4365/? [35:43<00:00,  2.04it/s]\nEpoch 0: |          | 4366/? [35:44<00:00,  2.04it/s]\nEpoch 0: |          | 4366/? [35:44<00:00,  2.04it/s]\nEpoch 0: |          | 4367/? [35:44<00:00,  2.04it/s]\nEpoch 0: |          | 4367/? [35:44<00:00,  2.04it/s]\nEpoch 0: |          | 4368/? [35:45<00:00,  2.04it/s]\nEpoch 0: |          | 4368/? [35:45<00:00,  2.04it/s]\nEpoch 0: |          | 4369/? [35:45<00:00,  2.04it/s]\nEpoch 0: |          | 4369/? [35:45<00:00,  2.04it/s]\nEpoch 0: |          | 4370/? [35:45<00:00,  2.04it/s]\nEpoch 0: |          | 4370/? [35:45<00:00,  2.04it/s]\nEpoch 0: |          | 4371/? [35:46<00:00,  2.04it/s]\nEpoch 0: |          | 4371/? [35:46<00:00,  2.04it/s]\nEpoch 0: |          | 4372/? [35:46<00:00,  2.04it/s]\nEpoch 0: |          | 4372/? [35:46<00:00,  2.04it/s]\nEpoch 0: |          | 4373/? [35:46<00:00,  2.04it/s]\nEpoch 0: |          | 4373/? [35:46<00:00,  2.04it/s]\nEpoch 0: |          | 4374/? [35:47<00:00,  2.04it/s]\nEpoch 0: |          | 4374/? [35:47<00:00,  2.04it/s]\nEpoch 0: |          | 4375/? [35:47<00:00,  2.04it/s]\nEpoch 0: |          | 4375/? [35:47<00:00,  2.04it/s]\nEpoch 0: |          | 4376/? [35:48<00:00,  2.04it/s]\nEpoch 0: |          | 4376/? [35:48<00:00,  2.04it/s]\nEpoch 0: |          | 4377/? [35:48<00:00,  2.04it/s]\nEpoch 0: |          | 4377/? [35:48<00:00,  2.04it/s]\nEpoch 0: |          | 4378/? [35:48<00:00,  2.04it/s]\nEpoch 0: |          | 4378/? [35:48<00:00,  2.04it/s]\nEpoch 0: |          | 4379/? [35:49<00:00,  2.04it/s]\nEpoch 0: |          | 4379/? [35:49<00:00,  2.04it/s]\nEpoch 0: |          | 4380/? [35:49<00:00,  2.04it/s]\nEpoch 0: |          | 4380/? [35:49<00:00,  2.04it/s]\nEpoch 0: |          | 4381/? [35:49<00:00,  2.04it/s]\nEpoch 0: |          | 4381/? [35:49<00:00,  2.04it/s]\nEpoch 0: |          | 4382/? [35:50<00:00,  2.04it/s]\nEpoch 0: |          | 4382/? [35:50<00:00,  2.04it/s]\nEpoch 0: |          | 4383/? [35:50<00:00,  2.04it/s]\nEpoch 0: |          | 4383/? [35:50<00:00,  2.04it/s]\nEpoch 0: |          | 4384/? [35:51<00:00,  2.04it/s]\nEpoch 0: |          | 4384/? [35:51<00:00,  2.04it/s]\nEpoch 0: |          | 4385/? [35:51<00:00,  2.04it/s]\nEpoch 0: |          | 4385/? [35:51<00:00,  2.04it/s]\nEpoch 0: |          | 4386/? [35:51<00:00,  2.04it/s]\nEpoch 0: |          | 4386/? [35:51<00:00,  2.04it/s]\nEpoch 0: |          | 4387/? [35:52<00:00,  2.04it/s]\nEpoch 0: |          | 4387/? [35:52<00:00,  2.04it/s]\nEpoch 0: |          | 4388/? [35:52<00:00,  2.04it/s]\nEpoch 0: |          | 4388/? [35:52<00:00,  2.04it/s]\nEpoch 0: |          | 4389/? [35:53<00:00,  2.04it/s]\nEpoch 0: |          | 4389/? [35:53<00:00,  2.04it/s]\nEpoch 0: |          | 4390/? [35:53<00:00,  2.04it/s]\nEpoch 0: |          | 4390/? [35:53<00:00,  2.04it/s]\nEpoch 0: |          | 4391/? [35:53<00:00,  2.04it/s]\nEpoch 0: |          | 4391/? [35:53<00:00,  2.04it/s]\nEpoch 0: |          | 4392/? [35:54<00:00,  2.04it/s]\nEpoch 0: |          | 4392/? [35:54<00:00,  2.04it/s]\nEpoch 0: |          | 4393/? [35:54<00:00,  2.04it/s]\nEpoch 0: |          | 4393/? [35:54<00:00,  2.04it/s]\nEpoch 0: |          | 4394/? [35:54<00:00,  2.04it/s]\nEpoch 0: |          | 4394/? [35:54<00:00,  2.04it/s]\nEpoch 0: |          | 4395/? [35:55<00:00,  2.04it/s]\nEpoch 0: |          | 4395/? [35:55<00:00,  2.04it/s]\nEpoch 0: |          | 4396/? [35:55<00:00,  2.04it/s]\nEpoch 0: |          | 4396/? [35:55<00:00,  2.04it/s]\nEpoch 0: |          | 4397/? [35:56<00:00,  2.04it/s]\nEpoch 0: |          | 4397/? [35:56<00:00,  2.04it/s]\nEpoch 0: |          | 4398/? [35:56<00:00,  2.04it/s]\nEpoch 0: |          | 4398/? [35:56<00:00,  2.04it/s]\nEpoch 0: |          | 4399/? [35:56<00:00,  2.04it/s]\nEpoch 0: |          | 4399/? [35:56<00:00,  2.04it/s]\nEpoch 0: |          | 4400/? [35:57<00:00,  2.04it/s]\nEpoch 0: |          | 4400/? [35:57<00:00,  2.04it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.13it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.12it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.33it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.97it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 4400/? [35:57<00:00,  2.04it/s]\nEpoch 0: |          | 4401/? [35:58<00:00,  2.04it/s]\nEpoch 0: |          | 4401/? [35:58<00:00,  2.04it/s]\nEpoch 0: |          | 4402/? [35:58<00:00,  2.04it/s]\nEpoch 0: |          | 4402/? [35:58<00:00,  2.04it/s]\nEpoch 0: |          | 4403/? [35:58<00:00,  2.04it/s]\nEpoch 0: |          | 4403/? [35:58<00:00,  2.04it/s]\nEpoch 0: |          | 4404/? [35:59<00:00,  2.04it/s]\nEpoch 0: |          | 4404/? [35:59<00:00,  2.04it/s]\nEpoch 0: |          | 4405/? [35:59<00:00,  2.04it/s]\nEpoch 0: |          | 4405/? [35:59<00:00,  2.04it/s]\nEpoch 0: |          | 4406/? [35:59<00:00,  2.04it/s]\nEpoch 0: |          | 4406/? [35:59<00:00,  2.04it/s]\nEpoch 0: |          | 4407/? [36:00<00:00,  2.04it/s]\nEpoch 0: |          | 4407/? [36:00<00:00,  2.04it/s]\nEpoch 0: |          | 4408/? [36:00<00:00,  2.04it/s]\nEpoch 0: |          | 4408/? [36:00<00:00,  2.04it/s]\nEpoch 0: |          | 4409/? [36:01<00:00,  2.04it/s]\nEpoch 0: |          | 4409/? [36:01<00:00,  2.04it/s]\nEpoch 0: |          | 4410/? [36:01<00:00,  2.04it/s]\nEpoch 0: |          | 4410/? [36:01<00:00,  2.04it/s]\nEpoch 0: |          | 4411/? [36:01<00:00,  2.04it/s]\nEpoch 0: |          | 4411/? [36:01<00:00,  2.04it/s]\nEpoch 0: |          | 4412/? [36:02<00:00,  2.04it/s]\nEpoch 0: |          | 4412/? [36:02<00:00,  2.04it/s]\nEpoch 0: |          | 4413/? [36:02<00:00,  2.04it/s]\nEpoch 0: |          | 4413/? [36:02<00:00,  2.04it/s]\nEpoch 0: |          | 4414/? [36:02<00:00,  2.04it/s]\nEpoch 0: |          | 4414/? [36:02<00:00,  2.04it/s]\nEpoch 0: |          | 4415/? [36:03<00:00,  2.04it/s]\nEpoch 0: |          | 4415/? [36:03<00:00,  2.04it/s]\nEpoch 0: |          | 4416/? [36:03<00:00,  2.04it/s]\nEpoch 0: |          | 4416/? [36:03<00:00,  2.04it/s]\nEpoch 0: |          | 4417/? [36:04<00:00,  2.04it/s]\nEpoch 0: |          | 4417/? [36:04<00:00,  2.04it/s]\nEpoch 0: |          | 4418/? [36:04<00:00,  2.04it/s]\nEpoch 0: |          | 4418/? [36:04<00:00,  2.04it/s]\nEpoch 0: |          | 4419/? [36:04<00:00,  2.04it/s]\nEpoch 0: |          | 4419/? [36:04<00:00,  2.04it/s]\nEpoch 0: |          | 4420/? [36:05<00:00,  2.04it/s]\nEpoch 0: |          | 4420/? [36:05<00:00,  2.04it/s]\nEpoch 0: |          | 4421/? [36:05<00:00,  2.04it/s]\nEpoch 0: |          | 4421/? [36:05<00:00,  2.04it/s]\nEpoch 0: |          | 4422/? [36:06<00:00,  2.04it/s]\nEpoch 0: |          | 4422/? [36:06<00:00,  2.04it/s]\nEpoch 0: |          | 4423/? [36:06<00:00,  2.04it/s]\nEpoch 0: |          | 4423/? [36:06<00:00,  2.04it/s]\nEpoch 0: |          | 4424/? [36:06<00:00,  2.04it/s]\nEpoch 0: |          | 4424/? [36:06<00:00,  2.04it/s]\nEpoch 0: |          | 4425/? [36:07<00:00,  2.04it/s]\nEpoch 0: |          | 4425/? [36:07<00:00,  2.04it/s]\nEpoch 0: |          | 4426/? [36:07<00:00,  2.04it/s]\nEpoch 0: |          | 4426/? [36:07<00:00,  2.04it/s]\nEpoch 0: |          | 4427/? [36:07<00:00,  2.04it/s]\nEpoch 0: |          | 4427/? [36:07<00:00,  2.04it/s]\nEpoch 0: |          | 4428/? [36:08<00:00,  2.04it/s]\nEpoch 0: |          | 4428/? [36:08<00:00,  2.04it/s]\nEpoch 0: |          | 4429/? [36:08<00:00,  2.04it/s]\nEpoch 0: |          | 4429/? [36:08<00:00,  2.04it/s]\nEpoch 0: |          | 4430/? [36:09<00:00,  2.04it/s]\nEpoch 0: |          | 4430/? [36:09<00:00,  2.04it/s]\nEpoch 0: |          | 4431/? [36:09<00:00,  2.04it/s]\nEpoch 0: |          | 4431/? [36:09<00:00,  2.04it/s]\nEpoch 0: |          | 4432/? [36:09<00:00,  2.04it/s]\nEpoch 0: |          | 4432/? [36:09<00:00,  2.04it/s]\nEpoch 0: |          | 4433/? [36:10<00:00,  2.04it/s]\nEpoch 0: |          | 4433/? [36:10<00:00,  2.04it/s]\nEpoch 0: |          | 4434/? [36:10<00:00,  2.04it/s]\nEpoch 0: |          | 4434/? [36:10<00:00,  2.04it/s]\nEpoch 0: |          | 4435/? [36:10<00:00,  2.04it/s]\nEpoch 0: |          | 4435/? [36:10<00:00,  2.04it/s]\nEpoch 0: |          | 4436/? [36:11<00:00,  2.04it/s]\nEpoch 0: |          | 4436/? [36:11<00:00,  2.04it/s]\nEpoch 0: |          | 4437/? [36:11<00:00,  2.04it/s]\nEpoch 0: |          | 4437/? [36:11<00:00,  2.04it/s]\nEpoch 0: |          | 4438/? [36:12<00:00,  2.04it/s]\nEpoch 0: |          | 4438/? [36:12<00:00,  2.04it/s]\nEpoch 0: |          | 4439/? [36:12<00:00,  2.04it/s]\nEpoch 0: |          | 4439/? [36:12<00:00,  2.04it/s]\nEpoch 0: |          | 4440/? [36:12<00:00,  2.04it/s]\nEpoch 0: |          | 4440/? [36:12<00:00,  2.04it/s]\nEpoch 0: |          | 4441/? [36:13<00:00,  2.04it/s]\nEpoch 0: |          | 4441/? [36:13<00:00,  2.04it/s]\nEpoch 0: |          | 4442/? [36:13<00:00,  2.04it/s]\nEpoch 0: |          | 4442/? [36:13<00:00,  2.04it/s]\nEpoch 0: |          | 4443/? [36:13<00:00,  2.04it/s]\nEpoch 0: |          | 4443/? [36:13<00:00,  2.04it/s]\nEpoch 0: |          | 4444/? [36:14<00:00,  2.04it/s]\nEpoch 0: |          | 4444/? [36:14<00:00,  2.04it/s]\nEpoch 0: |          | 4445/? [36:14<00:00,  2.04it/s]\nEpoch 0: |          | 4445/? [36:14<00:00,  2.04it/s]\nEpoch 0: |          | 4446/? [36:15<00:00,  2.04it/s]\nEpoch 0: |          | 4446/? [36:15<00:00,  2.04it/s]\nEpoch 0: |          | 4447/? [36:15<00:00,  2.04it/s]\nEpoch 0: |          | 4447/? [36:15<00:00,  2.04it/s]\nEpoch 0: |          | 4448/? [36:15<00:00,  2.04it/s]\nEpoch 0: |          | 4448/? [36:15<00:00,  2.04it/s]\nEpoch 0: |          | 4449/? [36:16<00:00,  2.04it/s]\nEpoch 0: |          | 4449/? [36:16<00:00,  2.04it/s]\nEpoch 0: |          | 4450/? [36:16<00:00,  2.04it/s]\nEpoch 0: |          | 4450/? [36:16<00:00,  2.04it/s]\nEpoch 0: |          | 4451/? [36:17<00:00,  2.04it/s]\nEpoch 0: |          | 4451/? [36:17<00:00,  2.04it/s]\nEpoch 0: |          | 4452/? [36:17<00:00,  2.04it/s]\nEpoch 0: |          | 4452/? [36:17<00:00,  2.04it/s]\nEpoch 0: |          | 4453/? [36:17<00:00,  2.04it/s]\nEpoch 0: |          | 4453/? [36:17<00:00,  2.04it/s]\nEpoch 0: |          | 4454/? [36:18<00:00,  2.04it/s]\nEpoch 0: |          | 4454/? [36:18<00:00,  2.04it/s]\nEpoch 0: |          | 4455/? [36:18<00:00,  2.04it/s]\nEpoch 0: |          | 4455/? [36:18<00:00,  2.04it/s]\nEpoch 0: |          | 4456/? [36:18<00:00,  2.05it/s]\nEpoch 0: |          | 4456/? [36:18<00:00,  2.05it/s]\nEpoch 0: |          | 4457/? [36:19<00:00,  2.05it/s]\nEpoch 0: |          | 4457/? [36:19<00:00,  2.05it/s]\nEpoch 0: |          | 4458/? [36:19<00:00,  2.05it/s]\nEpoch 0: |          | 4458/? [36:19<00:00,  2.05it/s]\nEpoch 0: |          | 4459/? [36:20<00:00,  2.05it/s]\nEpoch 0: |          | 4459/? [36:20<00:00,  2.05it/s]\nEpoch 0: |          | 4460/? [36:20<00:00,  2.05it/s]\nEpoch 0: |          | 4460/? [36:20<00:00,  2.05it/s]\nEpoch 0: |          | 4461/? [36:20<00:00,  2.05it/s]\nEpoch 0: |          | 4461/? [36:20<00:00,  2.05it/s]\nEpoch 0: |          | 4462/? [36:21<00:00,  2.05it/s]\nEpoch 0: |          | 4462/? [36:21<00:00,  2.05it/s]\nEpoch 0: |          | 4463/? [36:21<00:00,  2.05it/s]\nEpoch 0: |          | 4463/? [36:21<00:00,  2.05it/s]\nEpoch 0: |          | 4464/? [36:21<00:00,  2.05it/s]\nEpoch 0: |          | 4464/? [36:21<00:00,  2.05it/s]\nEpoch 0: |          | 4465/? [36:22<00:00,  2.05it/s]\nEpoch 0: |          | 4465/? [36:22<00:00,  2.05it/s]\nEpoch 0: |          | 4466/? [36:22<00:00,  2.05it/s]\nEpoch 0: |          | 4466/? [36:22<00:00,  2.05it/s]\nEpoch 0: |          | 4467/? [36:23<00:00,  2.05it/s]\nEpoch 0: |          | 4467/? [36:23<00:00,  2.05it/s]\nEpoch 0: |          | 4468/? [36:23<00:00,  2.05it/s]\nEpoch 0: |          | 4468/? [36:23<00:00,  2.05it/s]\nEpoch 0: |          | 4469/? [36:23<00:00,  2.05it/s]\nEpoch 0: |          | 4469/? [36:23<00:00,  2.05it/s]\nEpoch 0: |          | 4470/? [36:24<00:00,  2.05it/s]\nEpoch 0: |          | 4470/? [36:24<00:00,  2.05it/s]\nEpoch 0: |          | 4471/? [36:24<00:00,  2.05it/s]\nEpoch 0: |          | 4471/? [36:24<00:00,  2.05it/s]\nEpoch 0: |          | 4472/? [36:24<00:00,  2.05it/s]\nEpoch 0: |          | 4472/? [36:24<00:00,  2.05it/s]\nEpoch 0: |          | 4473/? [36:25<00:00,  2.05it/s]\nEpoch 0: |          | 4473/? [36:25<00:00,  2.05it/s]\nEpoch 0: |          | 4474/? [36:25<00:00,  2.05it/s]\nEpoch 0: |          | 4474/? [36:25<00:00,  2.05it/s]\nEpoch 0: |          | 4475/? [36:26<00:00,  2.05it/s]\nEpoch 0: |          | 4475/? [36:26<00:00,  2.05it/s]\nEpoch 0: |          | 4476/? [36:26<00:00,  2.05it/s]\nEpoch 0: |          | 4476/? [36:26<00:00,  2.05it/s]\nEpoch 0: |          | 4477/? [36:26<00:00,  2.05it/s]\nEpoch 0: |          | 4477/? [36:26<00:00,  2.05it/s]\nEpoch 0: |          | 4478/? [36:27<00:00,  2.05it/s]\nEpoch 0: |          | 4478/? [36:27<00:00,  2.05it/s]\nEpoch 0: |          | 4479/? [36:27<00:00,  2.05it/s]\nEpoch 0: |          | 4479/? [36:27<00:00,  2.05it/s]\nEpoch 0: |          | 4480/? [36:27<00:00,  2.05it/s]\nEpoch 0: |          | 4480/? [36:27<00:00,  2.05it/s]\nEpoch 0: |          | 4481/? [36:28<00:00,  2.05it/s]\nEpoch 0: |          | 4481/? [36:28<00:00,  2.05it/s]\nEpoch 0: |          | 4482/? [36:28<00:00,  2.05it/s]\nEpoch 0: |          | 4482/? [36:28<00:00,  2.05it/s]\nEpoch 0: |          | 4483/? [36:29<00:00,  2.05it/s]\nEpoch 0: |          | 4483/? [36:29<00:00,  2.05it/s]\nEpoch 0: |          | 4484/? [36:29<00:00,  2.05it/s]\nEpoch 0: |          | 4484/? [36:29<00:00,  2.05it/s]\nEpoch 0: |          | 4485/? [36:29<00:00,  2.05it/s]\nEpoch 0: |          | 4485/? [36:29<00:00,  2.05it/s]\nEpoch 0: |          | 4486/? [36:30<00:00,  2.05it/s]\nEpoch 0: |          | 4486/? [36:30<00:00,  2.05it/s]\nEpoch 0: |          | 4487/? [36:30<00:00,  2.05it/s]\nEpoch 0: |          | 4487/? [36:30<00:00,  2.05it/s]\nEpoch 0: |          | 4488/? [36:31<00:00,  2.05it/s]\nEpoch 0: |          | 4488/? [36:31<00:00,  2.05it/s]\nEpoch 0: |          | 4489/? [36:31<00:00,  2.05it/s]\nEpoch 0: |          | 4489/? [36:31<00:00,  2.05it/s]\nEpoch 0: |          | 4490/? [36:31<00:00,  2.05it/s]\nEpoch 0: |          | 4490/? [36:31<00:00,  2.05it/s]\nEpoch 0: |          | 4491/? [36:32<00:00,  2.05it/s]\nEpoch 0: |          | 4491/? [36:32<00:00,  2.05it/s]\nEpoch 0: |          | 4492/? [36:32<00:00,  2.05it/s]\nEpoch 0: |          | 4492/? [36:32<00:00,  2.05it/s]\nEpoch 0: |          | 4493/? [36:32<00:00,  2.05it/s]\nEpoch 0: |          | 4493/? [36:32<00:00,  2.05it/s]\nEpoch 0: |          | 4494/? [36:33<00:00,  2.05it/s]\nEpoch 0: |          | 4494/? [36:33<00:00,  2.05it/s]\nEpoch 0: |          | 4495/? [36:33<00:00,  2.05it/s]\nEpoch 0: |          | 4495/? [36:33<00:00,  2.05it/s]\nEpoch 0: |          | 4496/? [36:34<00:00,  2.05it/s]\nEpoch 0: |          | 4496/? [36:34<00:00,  2.05it/s]\nEpoch 0: |          | 4497/? [36:34<00:00,  2.05it/s]\nEpoch 0: |          | 4497/? [36:34<00:00,  2.05it/s]\nEpoch 0: |          | 4498/? [36:34<00:00,  2.05it/s]\nEpoch 0: |          | 4498/? [36:34<00:00,  2.05it/s]\nEpoch 0: |          | 4499/? [36:35<00:00,  2.05it/s]\nEpoch 0: |          | 4499/? [36:35<00:00,  2.05it/s]\nEpoch 0: |          | 4500/? [36:35<00:00,  2.05it/s]\nEpoch 0: |          | 4500/? [36:35<00:00,  2.05it/s]\nEpoch 0: |          | 4501/? [36:35<00:00,  2.05it/s]\nEpoch 0: |          | 4501/? [36:35<00:00,  2.05it/s]\nEpoch 0: |          | 4502/? [36:36<00:00,  2.05it/s]\nEpoch 0: |          | 4502/? [36:36<00:00,  2.05it/s]\nEpoch 0: |          | 4503/? [36:36<00:00,  2.05it/s]\nEpoch 0: |          | 4503/? [36:36<00:00,  2.05it/s]\nEpoch 0: |          | 4504/? [36:37<00:00,  2.05it/s]\nEpoch 0: |          | 4504/? [36:37<00:00,  2.05it/s]\nEpoch 0: |          | 4505/? [36:37<00:00,  2.05it/s]\nEpoch 0: |          | 4505/? [36:37<00:00,  2.05it/s]\nEpoch 0: |          | 4506/? [36:37<00:00,  2.05it/s]\nEpoch 0: |          | 4506/? [36:37<00:00,  2.05it/s]\nEpoch 0: |          | 4507/? [36:38<00:00,  2.05it/s]\nEpoch 0: |          | 4507/? [36:38<00:00,  2.05it/s]\nEpoch 0: |          | 4508/? [36:38<00:00,  2.05it/s]\nEpoch 0: |          | 4508/? [36:38<00:00,  2.05it/s]\nEpoch 0: |          | 4509/? [36:38<00:00,  2.05it/s]\nEpoch 0: |          | 4509/? [36:38<00:00,  2.05it/s]\nEpoch 0: |          | 4510/? [36:39<00:00,  2.05it/s]\nEpoch 0: |          | 4510/? [36:39<00:00,  2.05it/s]\nEpoch 0: |          | 4511/? [36:39<00:00,  2.05it/s]\nEpoch 0: |          | 4511/? [36:39<00:00,  2.05it/s]\nEpoch 0: |          | 4512/? [36:40<00:00,  2.05it/s]\nEpoch 0: |          | 4512/? [36:40<00:00,  2.05it/s]\nEpoch 0: |          | 4513/? [36:40<00:00,  2.05it/s]\nEpoch 0: |          | 4513/? [36:40<00:00,  2.05it/s]\nEpoch 0: |          | 4514/? [36:40<00:00,  2.05it/s]\nEpoch 0: |          | 4514/? [36:40<00:00,  2.05it/s]\nEpoch 0: |          | 4515/? [36:41<00:00,  2.05it/s]\nEpoch 0: |          | 4515/? [36:41<00:00,  2.05it/s]\nEpoch 0: |          | 4516/? [36:41<00:00,  2.05it/s]\nEpoch 0: |          | 4516/? [36:41<00:00,  2.05it/s]\nEpoch 0: |          | 4517/? [36:41<00:00,  2.05it/s]\nEpoch 0: |          | 4517/? [36:41<00:00,  2.05it/s]\nEpoch 0: |          | 4518/? [36:42<00:00,  2.05it/s]\nEpoch 0: |          | 4518/? [36:42<00:00,  2.05it/s]\nEpoch 0: |          | 4519/? [36:42<00:00,  2.05it/s]\nEpoch 0: |          | 4519/? [36:42<00:00,  2.05it/s]\nEpoch 0: |          | 4520/? [36:43<00:00,  2.05it/s]\nEpoch 0: |          | 4520/? [36:43<00:00,  2.05it/s]\nEpoch 0: |          | 4521/? [36:43<00:00,  2.05it/s]\nEpoch 0: |          | 4521/? [36:43<00:00,  2.05it/s]\nEpoch 0: |          | 4522/? [36:43<00:00,  2.05it/s]\nEpoch 0: |          | 4522/? [36:43<00:00,  2.05it/s]\nEpoch 0: |          | 4523/? [36:44<00:00,  2.05it/s]\nEpoch 0: |          | 4523/? [36:44<00:00,  2.05it/s]\nEpoch 0: |          | 4524/? [36:44<00:00,  2.05it/s]\nEpoch 0: |          | 4524/? [36:44<00:00,  2.05it/s]\nEpoch 0: |          | 4525/? [36:45<00:00,  2.05it/s]\nEpoch 0: |          | 4525/? [36:45<00:00,  2.05it/s]\nEpoch 0: |          | 4526/? [36:45<00:00,  2.05it/s]\nEpoch 0: |          | 4526/? [36:45<00:00,  2.05it/s]\nEpoch 0: |          | 4527/? [36:45<00:00,  2.05it/s]\nEpoch 0: |          | 4527/? [36:45<00:00,  2.05it/s]\nEpoch 0: |          | 4528/? [36:46<00:00,  2.05it/s]\nEpoch 0: |          | 4528/? [36:46<00:00,  2.05it/s]\nEpoch 0: |          | 4529/? [36:46<00:00,  2.05it/s]\nEpoch 0: |          | 4529/? [36:46<00:00,  2.05it/s]\nEpoch 0: |          | 4530/? [36:46<00:00,  2.05it/s]\nEpoch 0: |          | 4530/? [36:46<00:00,  2.05it/s]\nEpoch 0: |          | 4531/? [36:47<00:00,  2.05it/s]\nEpoch 0: |          | 4531/? [36:47<00:00,  2.05it/s]\nEpoch 0: |          | 4532/? [36:47<00:00,  2.05it/s]\nEpoch 0: |          | 4532/? [36:47<00:00,  2.05it/s]\nEpoch 0: |          | 4533/? [36:48<00:00,  2.05it/s]\nEpoch 0: |          | 4533/? [36:48<00:00,  2.05it/s]\nEpoch 0: |          | 4534/? [36:48<00:00,  2.05it/s]\nEpoch 0: |          | 4534/? [36:48<00:00,  2.05it/s]\nEpoch 0: |          | 4535/? [36:48<00:00,  2.05it/s]\nEpoch 0: |          | 4535/? [36:48<00:00,  2.05it/s]\nEpoch 0: |          | 4536/? [36:49<00:00,  2.05it/s]\nEpoch 0: |          | 4536/? [36:49<00:00,  2.05it/s]\nEpoch 0: |          | 4537/? [36:49<00:00,  2.05it/s]\nEpoch 0: |          | 4537/? [36:49<00:00,  2.05it/s]\nEpoch 0: |          | 4538/? [36:50<00:00,  2.05it/s]\nEpoch 0: |          | 4538/? [36:50<00:00,  2.05it/s]\nEpoch 0: |          | 4539/? [36:50<00:00,  2.05it/s]\nEpoch 0: |          | 4539/? [36:50<00:00,  2.05it/s]\nEpoch 0: |          | 4540/? [36:50<00:00,  2.05it/s]\nEpoch 0: |          | 4540/? [36:50<00:00,  2.05it/s]\nEpoch 0: |          | 4541/? [36:51<00:00,  2.05it/s]\nEpoch 0: |          | 4541/? [36:51<00:00,  2.05it/s]\nEpoch 0: |          | 4542/? [36:51<00:00,  2.05it/s]\nEpoch 0: |          | 4542/? [36:51<00:00,  2.05it/s]\nEpoch 0: |          | 4543/? [36:51<00:00,  2.05it/s]\nEpoch 0: |          | 4543/? [36:51<00:00,  2.05it/s]\nEpoch 0: |          | 4544/? [36:52<00:00,  2.05it/s]\nEpoch 0: |          | 4544/? [36:52<00:00,  2.05it/s]\nEpoch 0: |          | 4545/? [36:52<00:00,  2.05it/s]\nEpoch 0: |          | 4545/? [36:52<00:00,  2.05it/s]\nEpoch 0: |          | 4546/? [36:53<00:00,  2.05it/s]\nEpoch 0: |          | 4546/? [36:53<00:00,  2.05it/s]\nEpoch 0: |          | 4547/? [36:53<00:00,  2.05it/s]\nEpoch 0: |          | 4547/? [36:53<00:00,  2.05it/s]\nEpoch 0: |          | 4548/? [36:53<00:00,  2.05it/s]\nEpoch 0: |          | 4548/? [36:53<00:00,  2.05it/s]\nEpoch 0: |          | 4549/? [36:54<00:00,  2.05it/s]\nEpoch 0: |          | 4549/? [36:54<00:00,  2.05it/s]\nEpoch 0: |          | 4550/? [36:54<00:00,  2.05it/s]\nEpoch 0: |          | 4550/? [36:54<00:00,  2.05it/s]\nEpoch 0: |          | 4551/? [36:54<00:00,  2.05it/s]\nEpoch 0: |          | 4551/? [36:54<00:00,  2.05it/s]\nEpoch 0: |          | 4552/? [36:55<00:00,  2.05it/s]\nEpoch 0: |          | 4552/? [36:55<00:00,  2.05it/s]\nEpoch 0: |          | 4553/? [36:55<00:00,  2.05it/s]\nEpoch 0: |          | 4553/? [36:55<00:00,  2.05it/s]\nEpoch 0: |          | 4554/? [36:56<00:00,  2.05it/s]\nEpoch 0: |          | 4554/? [36:56<00:00,  2.05it/s]\nEpoch 0: |          | 4555/? [36:56<00:00,  2.05it/s]\nEpoch 0: |          | 4555/? [36:56<00:00,  2.05it/s]\nEpoch 0: |          | 4556/? [36:56<00:00,  2.06it/s]\nEpoch 0: |          | 4556/? [36:56<00:00,  2.06it/s]\nEpoch 0: |          | 4557/? [36:57<00:00,  2.06it/s]\nEpoch 0: |          | 4557/? [36:57<00:00,  2.06it/s]\nEpoch 0: |          | 4558/? [36:57<00:00,  2.06it/s]\nEpoch 0: |          | 4558/? [36:57<00:00,  2.06it/s]\nEpoch 0: |          | 4559/? [36:58<00:00,  2.06it/s]\nEpoch 0: |          | 4559/? [36:58<00:00,  2.06it/s]\nEpoch 0: |          | 4560/? [36:58<00:00,  2.06it/s]\nEpoch 0: |          | 4560/? [36:58<00:00,  2.06it/s]\nEpoch 0: |          | 4561/? [36:58<00:00,  2.06it/s]\nEpoch 0: |          | 4561/? [36:58<00:00,  2.06it/s]\nEpoch 0: |          | 4562/? [36:59<00:00,  2.06it/s]\nEpoch 0: |          | 4562/? [36:59<00:00,  2.06it/s]\nEpoch 0: |          | 4563/? [36:59<00:00,  2.06it/s]\nEpoch 0: |          | 4563/? [36:59<00:00,  2.06it/s]\nEpoch 0: |          | 4564/? [37:00<00:00,  2.06it/s]\nEpoch 0: |          | 4564/? [37:00<00:00,  2.06it/s]\nEpoch 0: |          | 4565/? [37:00<00:00,  2.06it/s]\nEpoch 0: |          | 4565/? [37:00<00:00,  2.06it/s]\nEpoch 0: |          | 4566/? [37:00<00:00,  2.06it/s]\nEpoch 0: |          | 4566/? [37:00<00:00,  2.06it/s]\nEpoch 0: |          | 4567/? [37:01<00:00,  2.06it/s]\nEpoch 0: |          | 4567/? [37:01<00:00,  2.06it/s]\nEpoch 0: |          | 4568/? [37:01<00:00,  2.06it/s]\nEpoch 0: |          | 4568/? [37:01<00:00,  2.06it/s]\nEpoch 0: |          | 4569/? [37:02<00:00,  2.06it/s]\nEpoch 0: |          | 4569/? [37:02<00:00,  2.06it/s]\nEpoch 0: |          | 4570/? [37:02<00:00,  2.06it/s]\nEpoch 0: |          | 4570/? [37:02<00:00,  2.06it/s]\nEpoch 0: |          | 4571/? [37:02<00:00,  2.06it/s]\nEpoch 0: |          | 4571/? [37:02<00:00,  2.06it/s]\nEpoch 0: |          | 4572/? [37:03<00:00,  2.06it/s]\nEpoch 0: |          | 4572/? [37:03<00:00,  2.06it/s]\nEpoch 0: |          | 4573/? [37:03<00:00,  2.06it/s]\nEpoch 0: |          | 4573/? [37:03<00:00,  2.06it/s]\nEpoch 0: |          | 4574/? [37:03<00:00,  2.06it/s]\nEpoch 0: |          | 4574/? [37:03<00:00,  2.06it/s]\nEpoch 0: |          | 4575/? [37:04<00:00,  2.06it/s]\nEpoch 0: |          | 4575/? [37:04<00:00,  2.06it/s]\nEpoch 0: |          | 4576/? [37:04<00:00,  2.06it/s]\nEpoch 0: |          | 4576/? [37:04<00:00,  2.06it/s]\nEpoch 0: |          | 4577/? [37:05<00:00,  2.06it/s]\nEpoch 0: |          | 4577/? [37:05<00:00,  2.06it/s]\nEpoch 0: |          | 4578/? [37:05<00:00,  2.06it/s]\nEpoch 0: |          | 4578/? [37:05<00:00,  2.06it/s]\nEpoch 0: |          | 4579/? [37:05<00:00,  2.06it/s]\nEpoch 0: |          | 4579/? [37:05<00:00,  2.06it/s]\nEpoch 0: |          | 4580/? [37:06<00:00,  2.06it/s]\nEpoch 0: |          | 4580/? [37:06<00:00,  2.06it/s]\nEpoch 0: |          | 4581/? [37:06<00:00,  2.06it/s]\nEpoch 0: |          | 4581/? [37:06<00:00,  2.06it/s]\nEpoch 0: |          | 4582/? [37:06<00:00,  2.06it/s]\nEpoch 0: |          | 4582/? [37:06<00:00,  2.06it/s]\nEpoch 0: |          | 4583/? [37:07<00:00,  2.06it/s]\nEpoch 0: |          | 4583/? [37:07<00:00,  2.06it/s]\nEpoch 0: |          | 4584/? [37:07<00:00,  2.06it/s]\nEpoch 0: |          | 4584/? [37:07<00:00,  2.06it/s]\nEpoch 0: |          | 4585/? [37:08<00:00,  2.06it/s]\nEpoch 0: |          | 4585/? [37:08<00:00,  2.06it/s]\nEpoch 0: |          | 4586/? [37:08<00:00,  2.06it/s]\nEpoch 0: |          | 4586/? [37:08<00:00,  2.06it/s]\nEpoch 0: |          | 4587/? [37:08<00:00,  2.06it/s]\nEpoch 0: |          | 4587/? [37:08<00:00,  2.06it/s]\nEpoch 0: |          | 4588/? [37:09<00:00,  2.06it/s]\nEpoch 0: |          | 4588/? [37:09<00:00,  2.06it/s]\nEpoch 0: |          | 4589/? [37:09<00:00,  2.06it/s]\nEpoch 0: |          | 4589/? [37:09<00:00,  2.06it/s]\nEpoch 0: |          | 4590/? [37:10<00:00,  2.06it/s]\nEpoch 0: |          | 4590/? [37:10<00:00,  2.06it/s]\nEpoch 0: |          | 4591/? [37:10<00:00,  2.06it/s]\nEpoch 0: |          | 4591/? [37:10<00:00,  2.06it/s]\nEpoch 0: |          | 4592/? [37:10<00:00,  2.06it/s]\nEpoch 0: |          | 4592/? [37:10<00:00,  2.06it/s]\nEpoch 0: |          | 4593/? [37:11<00:00,  2.06it/s]\nEpoch 0: |          | 4593/? [37:11<00:00,  2.06it/s]\nEpoch 0: |          | 4594/? [37:11<00:00,  2.06it/s]\nEpoch 0: |          | 4594/? [37:11<00:00,  2.06it/s]\nEpoch 0: |          | 4595/? [37:11<00:00,  2.06it/s]\nEpoch 0: |          | 4595/? [37:11<00:00,  2.06it/s]\nEpoch 0: |          | 4596/? [37:12<00:00,  2.06it/s]\nEpoch 0: |          | 4596/? [37:12<00:00,  2.06it/s]\nEpoch 0: |          | 4597/? [37:12<00:00,  2.06it/s]\nEpoch 0: |          | 4597/? [37:12<00:00,  2.06it/s]\nEpoch 0: |          | 4598/? [37:13<00:00,  2.06it/s]\nEpoch 0: |          | 4598/? [37:13<00:00,  2.06it/s]\nEpoch 0: |          | 4599/? [37:13<00:00,  2.06it/s]\nEpoch 0: |          | 4599/? [37:13<00:00,  2.06it/s]\nEpoch 0: |          | 4600/? [37:13<00:00,  2.06it/s]\nEpoch 0: |          | 4600/? [37:13<00:00,  2.06it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.57it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.49it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.53it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.31it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 4600/? [37:14<00:00,  2.06it/s]\nEpoch 0: |          | 4601/? [37:14<00:00,  2.06it/s]\nEpoch 0: |          | 4601/? [37:14<00:00,  2.06it/s]\nEpoch 0: |          | 4602/? [37:15<00:00,  2.06it/s]\nEpoch 0: |          | 4602/? [37:15<00:00,  2.06it/s]\nEpoch 0: |          | 4603/? [37:15<00:00,  2.06it/s]\nEpoch 0: |          | 4603/? [37:15<00:00,  2.06it/s]\nEpoch 0: |          | 4604/? [37:15<00:00,  2.06it/s]\nEpoch 0: |          | 4604/? [37:15<00:00,  2.06it/s]\nEpoch 0: |          | 4605/? [37:16<00:00,  2.06it/s]\nEpoch 0: |          | 4605/? [37:16<00:00,  2.06it/s]\nEpoch 0: |          | 4606/? [37:16<00:00,  2.06it/s]\nEpoch 0: |          | 4606/? [37:16<00:00,  2.06it/s]\nEpoch 0: |          | 4607/? [37:16<00:00,  2.06it/s]\nEpoch 0: |          | 4607/? [37:16<00:00,  2.06it/s]\nEpoch 0: |          | 4608/? [37:17<00:00,  2.06it/s]\nEpoch 0: |          | 4608/? [37:17<00:00,  2.06it/s]\nEpoch 0: |          | 4609/? [37:17<00:00,  2.06it/s]\nEpoch 0: |          | 4609/? [37:17<00:00,  2.06it/s]\nEpoch 0: |          | 4610/? [37:18<00:00,  2.06it/s]\nEpoch 0: |          | 4610/? [37:18<00:00,  2.06it/s]\nEpoch 0: |          | 4611/? [37:18<00:00,  2.06it/s]\nEpoch 0: |          | 4611/? [37:18<00:00,  2.06it/s]\nEpoch 0: |          | 4612/? [37:18<00:00,  2.06it/s]\nEpoch 0: |          | 4612/? [37:18<00:00,  2.06it/s]\nEpoch 0: |          | 4613/? [37:19<00:00,  2.06it/s]\nEpoch 0: |          | 4613/? [37:19<00:00,  2.06it/s]\nEpoch 0: |          | 4614/? [37:19<00:00,  2.06it/s]\nEpoch 0: |          | 4614/? [37:19<00:00,  2.06it/s]\nEpoch 0: |          | 4615/? [37:19<00:00,  2.06it/s]\nEpoch 0: |          | 4615/? [37:19<00:00,  2.06it/s]\nEpoch 0: |          | 4616/? [37:20<00:00,  2.06it/s]\nEpoch 0: |          | 4616/? [37:20<00:00,  2.06it/s]\nEpoch 0: |          | 4617/? [37:20<00:00,  2.06it/s]\nEpoch 0: |          | 4617/? [37:20<00:00,  2.06it/s]\nEpoch 0: |          | 4618/? [37:21<00:00,  2.06it/s]\nEpoch 0: |          | 4618/? [37:21<00:00,  2.06it/s]\nEpoch 0: |          | 4619/? [37:21<00:00,  2.06it/s]\nEpoch 0: |          | 4619/? [37:21<00:00,  2.06it/s]\nEpoch 0: |          | 4620/? [37:21<00:00,  2.06it/s]\nEpoch 0: |          | 4620/? [37:21<00:00,  2.06it/s]\nEpoch 0: |          | 4621/? [37:22<00:00,  2.06it/s]\nEpoch 0: |          | 4621/? [37:22<00:00,  2.06it/s]\nEpoch 0: |          | 4622/? [37:22<00:00,  2.06it/s]\nEpoch 0: |          | 4622/? [37:22<00:00,  2.06it/s]\nEpoch 0: |          | 4623/? [37:22<00:00,  2.06it/s]\nEpoch 0: |          | 4623/? [37:22<00:00,  2.06it/s]\nEpoch 0: |          | 4624/? [37:23<00:00,  2.06it/s]\nEpoch 0: |          | 4624/? [37:23<00:00,  2.06it/s]\nEpoch 0: |          | 4625/? [37:23<00:00,  2.06it/s]\nEpoch 0: |          | 4625/? [37:23<00:00,  2.06it/s]\nEpoch 0: |          | 4626/? [37:24<00:00,  2.06it/s]\nEpoch 0: |          | 4626/? [37:24<00:00,  2.06it/s]\nEpoch 0: |          | 4627/? [37:24<00:00,  2.06it/s]\nEpoch 0: |          | 4627/? [37:24<00:00,  2.06it/s]\nEpoch 0: |          | 4628/? [37:24<00:00,  2.06it/s]\nEpoch 0: |          | 4628/? [37:24<00:00,  2.06it/s]\nEpoch 0: |          | 4629/? [37:25<00:00,  2.06it/s]\nEpoch 0: |          | 4629/? [37:25<00:00,  2.06it/s]\nEpoch 0: |          | 4630/? [37:25<00:00,  2.06it/s]\nEpoch 0: |          | 4630/? [37:25<00:00,  2.06it/s]\nEpoch 0: |          | 4631/? [37:26<00:00,  2.06it/s]\nEpoch 0: |          | 4631/? [37:26<00:00,  2.06it/s]\nEpoch 0: |          | 4632/? [37:26<00:00,  2.06it/s]\nEpoch 0: |          | 4632/? [37:26<00:00,  2.06it/s]\nEpoch 0: |          | 4633/? [37:26<00:00,  2.06it/s]\nEpoch 0: |          | 4633/? [37:26<00:00,  2.06it/s]\nEpoch 0: |          | 4634/? [37:27<00:00,  2.06it/s]\nEpoch 0: |          | 4634/? [37:27<00:00,  2.06it/s]\nEpoch 0: |          | 4635/? [37:27<00:00,  2.06it/s]\nEpoch 0: |          | 4635/? [37:27<00:00,  2.06it/s]\nEpoch 0: |          | 4636/? [37:27<00:00,  2.06it/s]\nEpoch 0: |          | 4636/? [37:27<00:00,  2.06it/s]\nEpoch 0: |          | 4637/? [37:28<00:00,  2.06it/s]\nEpoch 0: |          | 4637/? [37:28<00:00,  2.06it/s]\nEpoch 0: |          | 4638/? [37:28<00:00,  2.06it/s]\nEpoch 0: |          | 4638/? [37:28<00:00,  2.06it/s]\nEpoch 0: |          | 4639/? [37:29<00:00,  2.06it/s]\nEpoch 0: |          | 4639/? [37:29<00:00,  2.06it/s]\nEpoch 0: |          | 4640/? [37:29<00:00,  2.06it/s]\nEpoch 0: |          | 4640/? [37:29<00:00,  2.06it/s]\nEpoch 0: |          | 4641/? [37:29<00:00,  2.06it/s]\nEpoch 0: |          | 4641/? [37:29<00:00,  2.06it/s]\nEpoch 0: |          | 4642/? [37:30<00:00,  2.06it/s]\nEpoch 0: |          | 4642/? [37:30<00:00,  2.06it/s]\nEpoch 0: |          | 4643/? [37:30<00:00,  2.06it/s]\nEpoch 0: |          | 4643/? [37:30<00:00,  2.06it/s]\nEpoch 0: |          | 4644/? [37:31<00:00,  2.06it/s]\nEpoch 0: |          | 4644/? [37:31<00:00,  2.06it/s]\nEpoch 0: |          | 4645/? [37:31<00:00,  2.06it/s]\nEpoch 0: |          | 4645/? [37:31<00:00,  2.06it/s]\nEpoch 0: |          | 4646/? [37:31<00:00,  2.06it/s]\nEpoch 0: |          | 4646/? [37:31<00:00,  2.06it/s]\nEpoch 0: |          | 4647/? [37:32<00:00,  2.06it/s]\nEpoch 0: |          | 4647/? [37:32<00:00,  2.06it/s]\nEpoch 0: |          | 4648/? [37:32<00:00,  2.06it/s]\nEpoch 0: |          | 4648/? [37:32<00:00,  2.06it/s]\nEpoch 0: |          | 4649/? [37:33<00:00,  2.06it/s]\nEpoch 0: |          | 4649/? [37:33<00:00,  2.06it/s]\nEpoch 0: |          | 4650/? [37:33<00:00,  2.06it/s]\nEpoch 0: |          | 4650/? [37:33<00:00,  2.06it/s]\nEpoch 0: |          | 4651/? [37:33<00:00,  2.06it/s]\nEpoch 0: |          | 4651/? [37:33<00:00,  2.06it/s]\nEpoch 0: |          | 4652/? [37:34<00:00,  2.06it/s]\nEpoch 0: |          | 4652/? [37:34<00:00,  2.06it/s]\nEpoch 0: |          | 4653/? [37:34<00:00,  2.06it/s]\nEpoch 0: |          | 4653/? [37:34<00:00,  2.06it/s]\nEpoch 0: |          | 4654/? [37:34<00:00,  2.06it/s]\nEpoch 0: |          | 4654/? [37:34<00:00,  2.06it/s]\nEpoch 0: |          | 4655/? [37:35<00:00,  2.06it/s]\nEpoch 0: |          | 4655/? [37:35<00:00,  2.06it/s]\nEpoch 0: |          | 4656/? [37:35<00:00,  2.06it/s]\nEpoch 0: |          | 4656/? [37:35<00:00,  2.06it/s]\nEpoch 0: |          | 4657/? [37:36<00:00,  2.06it/s]\nEpoch 0: |          | 4657/? [37:36<00:00,  2.06it/s]\nEpoch 0: |          | 4658/? [37:36<00:00,  2.06it/s]\nEpoch 0: |          | 4658/? [37:36<00:00,  2.06it/s]\nEpoch 0: |          | 4659/? [37:37<00:00,  2.06it/s]\nEpoch 0: |          | 4659/? [37:37<00:00,  2.06it/s]\nEpoch 0: |          | 4660/? [37:37<00:00,  2.06it/s]\nEpoch 0: |          | 4660/? [37:37<00:00,  2.06it/s]\nEpoch 0: |          | 4661/? [37:37<00:00,  2.06it/s]\nEpoch 0: |          | 4661/? [37:37<00:00,  2.06it/s]\nEpoch 0: |          | 4662/? [37:38<00:00,  2.06it/s]\nEpoch 0: |          | 4662/? [37:38<00:00,  2.06it/s]\nEpoch 0: |          | 4663/? [37:38<00:00,  2.06it/s]\nEpoch 0: |          | 4663/? [37:38<00:00,  2.06it/s]\nEpoch 0: |          | 4664/? [37:38<00:00,  2.06it/s]\nEpoch 0: |          | 4664/? [37:38<00:00,  2.06it/s]\nEpoch 0: |          | 4665/? [37:39<00:00,  2.06it/s]\nEpoch 0: |          | 4665/? [37:39<00:00,  2.06it/s]\nEpoch 0: |          | 4666/? [37:39<00:00,  2.06it/s]\nEpoch 0: |          | 4666/? [37:39<00:00,  2.06it/s]\nEpoch 0: |          | 4667/? [37:40<00:00,  2.06it/s]\nEpoch 0: |          | 4667/? [37:40<00:00,  2.06it/s]\nEpoch 0: |          | 4668/? [37:40<00:00,  2.07it/s]\nEpoch 0: |          | 4668/? [37:40<00:00,  2.07it/s]\nEpoch 0: |          | 4669/? [37:40<00:00,  2.07it/s]\nEpoch 0: |          | 4669/? [37:40<00:00,  2.07it/s]\nEpoch 0: |          | 4670/? [37:41<00:00,  2.07it/s]\nEpoch 0: |          | 4670/? [37:41<00:00,  2.07it/s]\nEpoch 0: |          | 4671/? [37:41<00:00,  2.07it/s]\nEpoch 0: |          | 4671/? [37:41<00:00,  2.07it/s]\nEpoch 0: |          | 4672/? [37:41<00:00,  2.07it/s]\nEpoch 0: |          | 4672/? [37:41<00:00,  2.07it/s]\nEpoch 0: |          | 4673/? [37:42<00:00,  2.07it/s]\nEpoch 0: |          | 4673/? [37:42<00:00,  2.07it/s]\nEpoch 0: |          | 4674/? [37:42<00:00,  2.07it/s]\nEpoch 0: |          | 4674/? [37:42<00:00,  2.07it/s]\nEpoch 0: |          | 4675/? [37:43<00:00,  2.07it/s]\nEpoch 0: |          | 4675/? [37:43<00:00,  2.07it/s]\nEpoch 0: |          | 4676/? [37:43<00:00,  2.07it/s]\nEpoch 0: |          | 4676/? [37:43<00:00,  2.07it/s]\nEpoch 0: |          | 4677/? [37:43<00:00,  2.07it/s]\nEpoch 0: |          | 4677/? [37:43<00:00,  2.07it/s]\nEpoch 0: |          | 4678/? [37:44<00:00,  2.07it/s]\nEpoch 0: |          | 4678/? [37:44<00:00,  2.07it/s]\nEpoch 0: |          | 4679/? [37:44<00:00,  2.07it/s]\nEpoch 0: |          | 4679/? [37:44<00:00,  2.07it/s]\nEpoch 0: |          | 4680/? [37:45<00:00,  2.07it/s]\nEpoch 0: |          | 4680/? [37:45<00:00,  2.07it/s]\nEpoch 0: |          | 4681/? [37:45<00:00,  2.07it/s]\nEpoch 0: |          | 4681/? [37:45<00:00,  2.07it/s]\nEpoch 0: |          | 4682/? [37:45<00:00,  2.07it/s]\nEpoch 0: |          | 4682/? [37:45<00:00,  2.07it/s]\nEpoch 0: |          | 4683/? [37:46<00:00,  2.07it/s]\nEpoch 0: |          | 4683/? [37:46<00:00,  2.07it/s]\nEpoch 0: |          | 4684/? [37:46<00:00,  2.07it/s]\nEpoch 0: |          | 4684/? [37:46<00:00,  2.07it/s]\nEpoch 0: |          | 4685/? [37:46<00:00,  2.07it/s]\nEpoch 0: |          | 4685/? [37:46<00:00,  2.07it/s]\nEpoch 0: |          | 4686/? [37:47<00:00,  2.07it/s]\nEpoch 0: |          | 4686/? [37:47<00:00,  2.07it/s]\nEpoch 0: |          | 4687/? [37:47<00:00,  2.07it/s]\nEpoch 0: |          | 4687/? [37:47<00:00,  2.07it/s]\nEpoch 0: |          | 4688/? [37:48<00:00,  2.07it/s]\nEpoch 0: |          | 4688/? [37:48<00:00,  2.07it/s]\nEpoch 0: |          | 4689/? [37:48<00:00,  2.07it/s]\nEpoch 0: |          | 4689/? [37:48<00:00,  2.07it/s]\nEpoch 0: |          | 4690/? [37:48<00:00,  2.07it/s]\nEpoch 0: |          | 4690/? [37:48<00:00,  2.07it/s]\nEpoch 0: |          | 4691/? [37:49<00:00,  2.07it/s]\nEpoch 0: |          | 4691/? [37:49<00:00,  2.07it/s]\nEpoch 0: |          | 4692/? [37:49<00:00,  2.07it/s]\nEpoch 0: |          | 4692/? [37:49<00:00,  2.07it/s]\nEpoch 0: |          | 4693/? [37:49<00:00,  2.07it/s]\nEpoch 0: |          | 4693/? [37:49<00:00,  2.07it/s]\nEpoch 0: |          | 4694/? [37:50<00:00,  2.07it/s]\nEpoch 0: |          | 4694/? [37:50<00:00,  2.07it/s]\nEpoch 0: |          | 4695/? [37:50<00:00,  2.07it/s]\nEpoch 0: |          | 4695/? [37:50<00:00,  2.07it/s]\nEpoch 0: |          | 4696/? [37:51<00:00,  2.07it/s]\nEpoch 0: |          | 4696/? [37:51<00:00,  2.07it/s]\nEpoch 0: |          | 4697/? [37:51<00:00,  2.07it/s]\nEpoch 0: |          | 4697/? [37:51<00:00,  2.07it/s]\nEpoch 0: |          | 4698/? [37:51<00:00,  2.07it/s]\nEpoch 0: |          | 4698/? [37:51<00:00,  2.07it/s]\nEpoch 0: |          | 4699/? [37:52<00:00,  2.07it/s]\nEpoch 0: |          | 4699/? [37:52<00:00,  2.07it/s]\nEpoch 0: |          | 4700/? [37:52<00:00,  2.07it/s]\nEpoch 0: |          | 4700/? [37:52<00:00,  2.07it/s]\nEpoch 0: |          | 4701/? [37:52<00:00,  2.07it/s]\nEpoch 0: |          | 4701/? [37:52<00:00,  2.07it/s]\nEpoch 0: |          | 4702/? [37:53<00:00,  2.07it/s]\nEpoch 0: |          | 4702/? [37:53<00:00,  2.07it/s]\nEpoch 0: |          | 4703/? [37:53<00:00,  2.07it/s]\nEpoch 0: |          | 4703/? [37:53<00:00,  2.07it/s]\nEpoch 0: |          | 4704/? [37:54<00:00,  2.07it/s]\nEpoch 0: |          | 4704/? [37:54<00:00,  2.07it/s]\nEpoch 0: |          | 4705/? [37:54<00:00,  2.07it/s]\nEpoch 0: |          | 4705/? [37:54<00:00,  2.07it/s]\nEpoch 0: |          | 4706/? [37:54<00:00,  2.07it/s]\nEpoch 0: |          | 4706/? [37:54<00:00,  2.07it/s]\nEpoch 0: |          | 4707/? [37:55<00:00,  2.07it/s]\nEpoch 0: |          | 4707/? [37:55<00:00,  2.07it/s]\nEpoch 0: |          | 4708/? [37:55<00:00,  2.07it/s]\nEpoch 0: |          | 4708/? [37:55<00:00,  2.07it/s]\nEpoch 0: |          | 4709/? [37:56<00:00,  2.07it/s]\nEpoch 0: |          | 4709/? [37:56<00:00,  2.07it/s]\nEpoch 0: |          | 4710/? [37:56<00:00,  2.07it/s]\nEpoch 0: |          | 4710/? [37:56<00:00,  2.07it/s]\nEpoch 0: |          | 4711/? [37:56<00:00,  2.07it/s]\nEpoch 0: |          | 4711/? [37:56<00:00,  2.07it/s]\nEpoch 0: |          | 4712/? [37:57<00:00,  2.07it/s]\nEpoch 0: |          | 4712/? [37:57<00:00,  2.07it/s]\nEpoch 0: |          | 4713/? [37:57<00:00,  2.07it/s]\nEpoch 0: |          | 4713/? [37:57<00:00,  2.07it/s]\nEpoch 0: |          | 4714/? [37:57<00:00,  2.07it/s]\nEpoch 0: |          | 4714/? [37:57<00:00,  2.07it/s]\nEpoch 0: |          | 4715/? [37:58<00:00,  2.07it/s]\nEpoch 0: |          | 4715/? [37:58<00:00,  2.07it/s]\nEpoch 0: |          | 4716/? [37:58<00:00,  2.07it/s]\nEpoch 0: |          | 4716/? [37:58<00:00,  2.07it/s]\nEpoch 0: |          | 4717/? [37:59<00:00,  2.07it/s]\nEpoch 0: |          | 4717/? [37:59<00:00,  2.07it/s]\nEpoch 0: |          | 4718/? [37:59<00:00,  2.07it/s]\nEpoch 0: |          | 4718/? [37:59<00:00,  2.07it/s]\nEpoch 0: |          | 4719/? [37:59<00:00,  2.07it/s]\nEpoch 0: |          | 4719/? [37:59<00:00,  2.07it/s]\nEpoch 0: |          | 4720/? [38:00<00:00,  2.07it/s]\nEpoch 0: |          | 4720/? [38:00<00:00,  2.07it/s]\nEpoch 0: |          | 4721/? [38:00<00:00,  2.07it/s]\nEpoch 0: |          | 4721/? [38:00<00:00,  2.07it/s]\nEpoch 0: |          | 4722/? [38:00<00:00,  2.07it/s]\nEpoch 0: |          | 4722/? [38:00<00:00,  2.07it/s]\nEpoch 0: |          | 4723/? [38:01<00:00,  2.07it/s]\nEpoch 0: |          | 4723/? [38:01<00:00,  2.07it/s]\nEpoch 0: |          | 4724/? [38:01<00:00,  2.07it/s]\nEpoch 0: |          | 4724/? [38:01<00:00,  2.07it/s]\nEpoch 0: |          | 4725/? [38:02<00:00,  2.07it/s]\nEpoch 0: |          | 4725/? [38:02<00:00,  2.07it/s]\nEpoch 0: |          | 4726/? [38:02<00:00,  2.07it/s]\nEpoch 0: |          | 4726/? [38:02<00:00,  2.07it/s]\nEpoch 0: |          | 4727/? [38:02<00:00,  2.07it/s]\nEpoch 0: |          | 4727/? [38:02<00:00,  2.07it/s]\nEpoch 0: |          | 4728/? [38:03<00:00,  2.07it/s]\nEpoch 0: |          | 4728/? [38:03<00:00,  2.07it/s]\nEpoch 0: |          | 4729/? [38:03<00:00,  2.07it/s]\nEpoch 0: |          | 4729/? [38:03<00:00,  2.07it/s]\nEpoch 0: |          | 4730/? [38:04<00:00,  2.07it/s]\nEpoch 0: |          | 4730/? [38:04<00:00,  2.07it/s]\nEpoch 0: |          | 4731/? [38:04<00:00,  2.07it/s]\nEpoch 0: |          | 4731/? [38:04<00:00,  2.07it/s]\nEpoch 0: |          | 4732/? [38:04<00:00,  2.07it/s]\nEpoch 0: |          | 4732/? [38:04<00:00,  2.07it/s]\nEpoch 0: |          | 4733/? [38:05<00:00,  2.07it/s]\nEpoch 0: |          | 4733/? [38:05<00:00,  2.07it/s]\nEpoch 0: |          | 4734/? [38:05<00:00,  2.07it/s]\nEpoch 0: |          | 4734/? [38:05<00:00,  2.07it/s]\nEpoch 0: |          | 4735/? [38:05<00:00,  2.07it/s]\nEpoch 0: |          | 4735/? [38:05<00:00,  2.07it/s]\nEpoch 0: |          | 4736/? [38:06<00:00,  2.07it/s]\nEpoch 0: |          | 4736/? [38:06<00:00,  2.07it/s]\nEpoch 0: |          | 4737/? [38:06<00:00,  2.07it/s]\nEpoch 0: |          | 4737/? [38:06<00:00,  2.07it/s]\nEpoch 0: |          | 4738/? [38:07<00:00,  2.07it/s]\nEpoch 0: |          | 4738/? [38:07<00:00,  2.07it/s]\nEpoch 0: |          | 4739/? [38:07<00:00,  2.07it/s]\nEpoch 0: |          | 4739/? [38:07<00:00,  2.07it/s]\nEpoch 0: |          | 4740/? [38:07<00:00,  2.07it/s]\nEpoch 0: |          | 4740/? [38:07<00:00,  2.07it/s]\nEpoch 0: |          | 4741/? [38:08<00:00,  2.07it/s]\nEpoch 0: |          | 4741/? [38:08<00:00,  2.07it/s]\nEpoch 0: |          | 4742/? [38:08<00:00,  2.07it/s]\nEpoch 0: |          | 4742/? [38:08<00:00,  2.07it/s]\nEpoch 0: |          | 4743/? [38:08<00:00,  2.07it/s]\nEpoch 0: |          | 4743/? [38:08<00:00,  2.07it/s]\nEpoch 0: |          | 4744/? [38:09<00:00,  2.07it/s]\nEpoch 0: |          | 4744/? [38:09<00:00,  2.07it/s]\nEpoch 0: |          | 4745/? [38:09<00:00,  2.07it/s]\nEpoch 0: |          | 4745/? [38:09<00:00,  2.07it/s]\nEpoch 0: |          | 4746/? [38:10<00:00,  2.07it/s]\nEpoch 0: |          | 4746/? [38:10<00:00,  2.07it/s]\nEpoch 0: |          | 4747/? [38:10<00:00,  2.07it/s]\nEpoch 0: |          | 4747/? [38:10<00:00,  2.07it/s]\nEpoch 0: |          | 4748/? [38:10<00:00,  2.07it/s]\nEpoch 0: |          | 4748/? [38:10<00:00,  2.07it/s]\nEpoch 0: |          | 4749/? [38:11<00:00,  2.07it/s]\nEpoch 0: |          | 4749/? [38:11<00:00,  2.07it/s]\nEpoch 0: |          | 4750/? [38:11<00:00,  2.07it/s]\nEpoch 0: |          | 4750/? [38:11<00:00,  2.07it/s]\nEpoch 0: |          | 4751/? [38:11<00:00,  2.07it/s]\nEpoch 0: |          | 4751/? [38:11<00:00,  2.07it/s]\nEpoch 0: |          | 4752/? [38:12<00:00,  2.07it/s]\nEpoch 0: |          | 4752/? [38:12<00:00,  2.07it/s]\nEpoch 0: |          | 4753/? [38:12<00:00,  2.07it/s]\nEpoch 0: |          | 4753/? [38:12<00:00,  2.07it/s]\nEpoch 0: |          | 4754/? [38:13<00:00,  2.07it/s]\nEpoch 0: |          | 4754/? [38:13<00:00,  2.07it/s]\nEpoch 0: |          | 4755/? [38:13<00:00,  2.07it/s]\nEpoch 0: |          | 4755/? [38:13<00:00,  2.07it/s]\nEpoch 0: |          | 4756/? [38:13<00:00,  2.07it/s]\nEpoch 0: |          | 4756/? [38:13<00:00,  2.07it/s]\nEpoch 0: |          | 4757/? [38:14<00:00,  2.07it/s]\nEpoch 0: |          | 4757/? [38:14<00:00,  2.07it/s]\nEpoch 0: |          | 4758/? [38:14<00:00,  2.07it/s]\nEpoch 0: |          | 4758/? [38:14<00:00,  2.07it/s]\nEpoch 0: |          | 4759/? [38:15<00:00,  2.07it/s]\nEpoch 0: |          | 4759/? [38:15<00:00,  2.07it/s]\nEpoch 0: |          | 4760/? [38:15<00:00,  2.07it/s]\nEpoch 0: |          | 4760/? [38:15<00:00,  2.07it/s]\nEpoch 0: |          | 4761/? [38:15<00:00,  2.07it/s]\nEpoch 0: |          | 4761/? [38:15<00:00,  2.07it/s]\nEpoch 0: |          | 4762/? [38:16<00:00,  2.07it/s]\nEpoch 0: |          | 4762/? [38:16<00:00,  2.07it/s]\nEpoch 0: |          | 4763/? [38:16<00:00,  2.07it/s]\nEpoch 0: |          | 4763/? [38:16<00:00,  2.07it/s]\nEpoch 0: |          | 4764/? [38:16<00:00,  2.07it/s]\nEpoch 0: |          | 4764/? [38:16<00:00,  2.07it/s]\nEpoch 0: |          | 4765/? [38:17<00:00,  2.07it/s]\nEpoch 0: |          | 4765/? [38:17<00:00,  2.07it/s]\nEpoch 0: |          | 4766/? [38:17<00:00,  2.07it/s]\nEpoch 0: |          | 4766/? [38:17<00:00,  2.07it/s]\nEpoch 0: |          | 4767/? [38:18<00:00,  2.07it/s]\nEpoch 0: |          | 4767/? [38:18<00:00,  2.07it/s]\nEpoch 0: |          | 4768/? [38:18<00:00,  2.07it/s]\nEpoch 0: |          | 4768/? [38:18<00:00,  2.07it/s]\nEpoch 0: |          | 4769/? [38:18<00:00,  2.07it/s]\nEpoch 0: |          | 4769/? [38:18<00:00,  2.07it/s]\nEpoch 0: |          | 4770/? [38:19<00:00,  2.07it/s]\nEpoch 0: |          | 4770/? [38:19<00:00,  2.07it/s]\nEpoch 0: |          | 4771/? [38:19<00:00,  2.07it/s]\nEpoch 0: |          | 4771/? [38:19<00:00,  2.07it/s]\nEpoch 0: |          | 4772/? [38:19<00:00,  2.07it/s]\nEpoch 0: |          | 4772/? [38:19<00:00,  2.07it/s]\nEpoch 0: |          | 4773/? [38:20<00:00,  2.07it/s]\nEpoch 0: |          | 4773/? [38:20<00:00,  2.07it/s]\nEpoch 0: |          | 4774/? [38:20<00:00,  2.07it/s]\nEpoch 0: |          | 4774/? [38:20<00:00,  2.07it/s]\nEpoch 0: |          | 4775/? [38:21<00:00,  2.08it/s]\nEpoch 0: |          | 4775/? [38:21<00:00,  2.08it/s]\nEpoch 0: |          | 4776/? [38:21<00:00,  2.08it/s]\nEpoch 0: |          | 4776/? [38:21<00:00,  2.08it/s]\nEpoch 0: |          | 4777/? [38:21<00:00,  2.08it/s]\nEpoch 0: |          | 4777/? [38:21<00:00,  2.08it/s]\nEpoch 0: |          | 4778/? [38:22<00:00,  2.08it/s]\nEpoch 0: |          | 4778/? [38:22<00:00,  2.08it/s]\nEpoch 0: |          | 4779/? [38:22<00:00,  2.08it/s]\nEpoch 0: |          | 4779/? [38:22<00:00,  2.08it/s]\nEpoch 0: |          | 4780/? [38:23<00:00,  2.08it/s]\nEpoch 0: |          | 4780/? [38:23<00:00,  2.08it/s]\nEpoch 0: |          | 4781/? [38:23<00:00,  2.08it/s]\nEpoch 0: |          | 4781/? [38:23<00:00,  2.08it/s]\nEpoch 0: |          | 4782/? [38:23<00:00,  2.08it/s]\nEpoch 0: |          | 4782/? [38:23<00:00,  2.08it/s]\nEpoch 0: |          | 4783/? [38:24<00:00,  2.08it/s]\nEpoch 0: |          | 4783/? [38:24<00:00,  2.08it/s]\nEpoch 0: |          | 4784/? [38:24<00:00,  2.08it/s]\nEpoch 0: |          | 4784/? [38:24<00:00,  2.08it/s]\nEpoch 0: |          | 4785/? [38:24<00:00,  2.08it/s]\nEpoch 0: |          | 4785/? [38:24<00:00,  2.08it/s]\nEpoch 0: |          | 4786/? [38:25<00:00,  2.08it/s]\nEpoch 0: |          | 4786/? [38:25<00:00,  2.08it/s]\nEpoch 0: |          | 4787/? [38:25<00:00,  2.08it/s]\nEpoch 0: |          | 4787/? [38:25<00:00,  2.08it/s]\nEpoch 0: |          | 4788/? [38:26<00:00,  2.08it/s]\nEpoch 0: |          | 4788/? [38:26<00:00,  2.08it/s]\nEpoch 0: |          | 4789/? [38:26<00:00,  2.08it/s]\nEpoch 0: |          | 4789/? [38:26<00:00,  2.08it/s]\nEpoch 0: |          | 4790/? [38:26<00:00,  2.08it/s]\nEpoch 0: |          | 4790/? [38:26<00:00,  2.08it/s]\nEpoch 0: |          | 4791/? [38:27<00:00,  2.08it/s]\nEpoch 0: |          | 4791/? [38:27<00:00,  2.08it/s]\nEpoch 0: |          | 4792/? [38:27<00:00,  2.08it/s]\nEpoch 0: |          | 4792/? [38:27<00:00,  2.08it/s]\nEpoch 0: |          | 4793/? [38:27<00:00,  2.08it/s]\nEpoch 0: |          | 4793/? [38:27<00:00,  2.08it/s]\nEpoch 0: |          | 4794/? [38:28<00:00,  2.08it/s]\nEpoch 0: |          | 4794/? [38:28<00:00,  2.08it/s]\nEpoch 0: |          | 4795/? [38:28<00:00,  2.08it/s]\nEpoch 0: |          | 4795/? [38:28<00:00,  2.08it/s]\nEpoch 0: |          | 4796/? [38:29<00:00,  2.08it/s]\nEpoch 0: |          | 4796/? [38:29<00:00,  2.08it/s]\nEpoch 0: |          | 4797/? [38:29<00:00,  2.08it/s]\nEpoch 0: |          | 4797/? [38:29<00:00,  2.08it/s]\nEpoch 0: |          | 4798/? [38:29<00:00,  2.08it/s]\nEpoch 0: |          | 4798/? [38:29<00:00,  2.08it/s]\nEpoch 0: |          | 4799/? [38:30<00:00,  2.08it/s]\nEpoch 0: |          | 4799/? [38:30<00:00,  2.08it/s]\nEpoch 0: |          | 4800/? [38:30<00:00,  2.08it/s]\nEpoch 0: |          | 4800/? [38:30<00:00,  2.08it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.70it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.87it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.94it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.61it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 4800/? [38:31<00:00,  2.08it/s]\nEpoch 0: |          | 4801/? [38:31<00:00,  2.08it/s]\nEpoch 0: |          | 4801/? [38:31<00:00,  2.08it/s]\nEpoch 0: |          | 4802/? [38:31<00:00,  2.08it/s]\nEpoch 0: |          | 4802/? [38:31<00:00,  2.08it/s]\nEpoch 0: |          | 4803/? [38:32<00:00,  2.08it/s]\nEpoch 0: |          | 4803/? [38:32<00:00,  2.08it/s]\nEpoch 0: |          | 4804/? [38:32<00:00,  2.08it/s]\nEpoch 0: |          | 4804/? [38:32<00:00,  2.08it/s]\nEpoch 0: |          | 4805/? [38:32<00:00,  2.08it/s]\nEpoch 0: |          | 4805/? [38:32<00:00,  2.08it/s]\nEpoch 0: |          | 4806/? [38:33<00:00,  2.08it/s]\nEpoch 0: |          | 4806/? [38:33<00:00,  2.08it/s]\nEpoch 0: |          | 4807/? [38:33<00:00,  2.08it/s]\nEpoch 0: |          | 4807/? [38:33<00:00,  2.08it/s]\nEpoch 0: |          | 4808/? [38:34<00:00,  2.08it/s]\nEpoch 0: |          | 4808/? [38:34<00:00,  2.08it/s]\nEpoch 0: |          | 4809/? [38:34<00:00,  2.08it/s]\nEpoch 0: |          | 4809/? [38:34<00:00,  2.08it/s]\nEpoch 0: |          | 4810/? [38:34<00:00,  2.08it/s]\nEpoch 0: |          | 4810/? [38:34<00:00,  2.08it/s]\nEpoch 0: |          | 4811/? [38:35<00:00,  2.08it/s]\nEpoch 0: |          | 4811/? [38:35<00:00,  2.08it/s]\nEpoch 0: |          | 4812/? [38:35<00:00,  2.08it/s]\nEpoch 0: |          | 4812/? [38:35<00:00,  2.08it/s]\nEpoch 0: |          | 4813/? [38:35<00:00,  2.08it/s]\nEpoch 0: |          | 4813/? [38:35<00:00,  2.08it/s]\nEpoch 0: |          | 4814/? [38:36<00:00,  2.08it/s]\nEpoch 0: |          | 4814/? [38:36<00:00,  2.08it/s]\nEpoch 0: |          | 4815/? [38:36<00:00,  2.08it/s]\nEpoch 0: |          | 4815/? [38:36<00:00,  2.08it/s]\nEpoch 0: |          | 4816/? [38:37<00:00,  2.08it/s]\nEpoch 0: |          | 4816/? [38:37<00:00,  2.08it/s]\nEpoch 0: |          | 4817/? [38:37<00:00,  2.08it/s]\nEpoch 0: |          | 4817/? [38:37<00:00,  2.08it/s]\nEpoch 0: |          | 4818/? [38:37<00:00,  2.08it/s]\nEpoch 0: |          | 4818/? [38:37<00:00,  2.08it/s]\nEpoch 0: |          | 4819/? [38:38<00:00,  2.08it/s]\nEpoch 0: |          | 4819/? [38:38<00:00,  2.08it/s]\nEpoch 0: |          | 4820/? [38:38<00:00,  2.08it/s]\nEpoch 0: |          | 4820/? [38:38<00:00,  2.08it/s]\nEpoch 0: |          | 4821/? [38:38<00:00,  2.08it/s]\nEpoch 0: |          | 4821/? [38:38<00:00,  2.08it/s]\nEpoch 0: |          | 4822/? [38:39<00:00,  2.08it/s]\nEpoch 0: |          | 4822/? [38:39<00:00,  2.08it/s]\nEpoch 0: |          | 4823/? [38:39<00:00,  2.08it/s]\nEpoch 0: |          | 4823/? [38:39<00:00,  2.08it/s]\nEpoch 0: |          | 4824/? [38:40<00:00,  2.08it/s]\nEpoch 0: |          | 4824/? [38:40<00:00,  2.08it/s]\nEpoch 0: |          | 4825/? [38:40<00:00,  2.08it/s]\nEpoch 0: |          | 4825/? [38:40<00:00,  2.08it/s]\nEpoch 0: |          | 4826/? [38:40<00:00,  2.08it/s]\nEpoch 0: |          | 4826/? [38:40<00:00,  2.08it/s]\nEpoch 0: |          | 4827/? [38:41<00:00,  2.08it/s]\nEpoch 0: |          | 4827/? [38:41<00:00,  2.08it/s]\nEpoch 0: |          | 4828/? [38:41<00:00,  2.08it/s]\nEpoch 0: |          | 4828/? [38:41<00:00,  2.08it/s]\nEpoch 0: |          | 4829/? [38:42<00:00,  2.08it/s]\nEpoch 0: |          | 4829/? [38:42<00:00,  2.08it/s]\nEpoch 0: |          | 4830/? [38:42<00:00,  2.08it/s]\nEpoch 0: |          | 4830/? [38:42<00:00,  2.08it/s]\nEpoch 0: |          | 4831/? [38:42<00:00,  2.08it/s]\nEpoch 0: |          | 4831/? [38:42<00:00,  2.08it/s]\nEpoch 0: |          | 4832/? [38:43<00:00,  2.08it/s]\nEpoch 0: |          | 4832/? [38:43<00:00,  2.08it/s]\nEpoch 0: |          | 4833/? [38:43<00:00,  2.08it/s]\nEpoch 0: |          | 4833/? [38:43<00:00,  2.08it/s]\nEpoch 0: |          | 4834/? [38:43<00:00,  2.08it/s]\nEpoch 0: |          | 4834/? [38:43<00:00,  2.08it/s]\nEpoch 0: |          | 4835/? [38:44<00:00,  2.08it/s]\nEpoch 0: |          | 4835/? [38:44<00:00,  2.08it/s]\nEpoch 0: |          | 4836/? [38:44<00:00,  2.08it/s]\nEpoch 0: |          | 4836/? [38:44<00:00,  2.08it/s]\nEpoch 0: |          | 4837/? [38:45<00:00,  2.08it/s]\nEpoch 0: |          | 4837/? [38:45<00:00,  2.08it/s]\nEpoch 0: |          | 4838/? [38:45<00:00,  2.08it/s]\nEpoch 0: |          | 4838/? [38:45<00:00,  2.08it/s]\nEpoch 0: |          | 4839/? [38:45<00:00,  2.08it/s]\nEpoch 0: |          | 4839/? [38:45<00:00,  2.08it/s]\nEpoch 0: |          | 4840/? [38:46<00:00,  2.08it/s]\nEpoch 0: |          | 4840/? [38:46<00:00,  2.08it/s]\nEpoch 0: |          | 4841/? [38:46<00:00,  2.08it/s]\nEpoch 0: |          | 4841/? [38:46<00:00,  2.08it/s]\nEpoch 0: |          | 4842/? [38:46<00:00,  2.08it/s]\nEpoch 0: |          | 4842/? [38:46<00:00,  2.08it/s]\nEpoch 0: |          | 4843/? [38:47<00:00,  2.08it/s]\nEpoch 0: |          | 4843/? [38:47<00:00,  2.08it/s]\nEpoch 0: |          | 4844/? [38:47<00:00,  2.08it/s]\nEpoch 0: |          | 4844/? [38:47<00:00,  2.08it/s]\nEpoch 0: |          | 4845/? [38:48<00:00,  2.08it/s]\nEpoch 0: |          | 4845/? [38:48<00:00,  2.08it/s]\nEpoch 0: |          | 4846/? [38:48<00:00,  2.08it/s]\nEpoch 0: |          | 4846/? [38:48<00:00,  2.08it/s]\nEpoch 0: |          | 4847/? [38:48<00:00,  2.08it/s]\nEpoch 0: |          | 4847/? [38:48<00:00,  2.08it/s]\nEpoch 0: |          | 4848/? [38:49<00:00,  2.08it/s]\nEpoch 0: |          | 4848/? [38:49<00:00,  2.08it/s]\nEpoch 0: |          | 4849/? [38:49<00:00,  2.08it/s]\nEpoch 0: |          | 4849/? [38:49<00:00,  2.08it/s]\nEpoch 0: |          | 4850/? [38:49<00:00,  2.08it/s]\nEpoch 0: |          | 4850/? [38:49<00:00,  2.08it/s]\nEpoch 0: |          | 4851/? [38:50<00:00,  2.08it/s]\nEpoch 0: |          | 4851/? [38:50<00:00,  2.08it/s]\nEpoch 0: |          | 4852/? [38:50<00:00,  2.08it/s]\nEpoch 0: |          | 4852/? [38:50<00:00,  2.08it/s]\nEpoch 0: |          | 4853/? [38:51<00:00,  2.08it/s]\nEpoch 0: |          | 4853/? [38:51<00:00,  2.08it/s]\nEpoch 0: |          | 4854/? [38:51<00:00,  2.08it/s]\nEpoch 0: |          | 4854/? [38:51<00:00,  2.08it/s]\nEpoch 0: |          | 4855/? [38:51<00:00,  2.08it/s]\nEpoch 0: |          | 4855/? [38:51<00:00,  2.08it/s]\nEpoch 0: |          | 4856/? [38:52<00:00,  2.08it/s]\nEpoch 0: |          | 4856/? [38:52<00:00,  2.08it/s]\nEpoch 0: |          | 4857/? [38:52<00:00,  2.08it/s]\nEpoch 0: |          | 4857/? [38:52<00:00,  2.08it/s]\nEpoch 0: |          | 4858/? [38:52<00:00,  2.08it/s]\nEpoch 0: |          | 4858/? [38:52<00:00,  2.08it/s]\nEpoch 0: |          | 4859/? [38:53<00:00,  2.08it/s]\nEpoch 0: |          | 4859/? [38:53<00:00,  2.08it/s]\nEpoch 0: |          | 4860/? [38:53<00:00,  2.08it/s]\nEpoch 0: |          | 4860/? [38:53<00:00,  2.08it/s]\nEpoch 0: |          | 4861/? [38:54<00:00,  2.08it/s]\nEpoch 0: |          | 4861/? [38:54<00:00,  2.08it/s]\nEpoch 0: |          | 4862/? [38:54<00:00,  2.08it/s]\nEpoch 0: |          | 4862/? [38:54<00:00,  2.08it/s]\nEpoch 0: |          | 4863/? [38:54<00:00,  2.08it/s]\nEpoch 0: |          | 4863/? [38:54<00:00,  2.08it/s]\nEpoch 0: |          | 4864/? [38:55<00:00,  2.08it/s]\nEpoch 0: |          | 4864/? [38:55<00:00,  2.08it/s]\nEpoch 0: |          | 4865/? [38:55<00:00,  2.08it/s]\nEpoch 0: |          | 4865/? [38:55<00:00,  2.08it/s]\nEpoch 0: |          | 4866/? [38:55<00:00,  2.08it/s]\nEpoch 0: |          | 4866/? [38:55<00:00,  2.08it/s]\nEpoch 0: |          | 4867/? [38:56<00:00,  2.08it/s]\nEpoch 0: |          | 4867/? [38:56<00:00,  2.08it/s]\nEpoch 0: |          | 4868/? [38:56<00:00,  2.08it/s]\nEpoch 0: |          | 4868/? [38:56<00:00,  2.08it/s]\nEpoch 0: |          | 4869/? [38:57<00:00,  2.08it/s]\nEpoch 0: |          | 4869/? [38:57<00:00,  2.08it/s]\nEpoch 0: |          | 4870/? [38:57<00:00,  2.08it/s]\nEpoch 0: |          | 4870/? [38:57<00:00,  2.08it/s]\nEpoch 0: |          | 4871/? [38:57<00:00,  2.08it/s]\nEpoch 0: |          | 4871/? [38:57<00:00,  2.08it/s]\nEpoch 0: |          | 4872/? [38:58<00:00,  2.08it/s]\nEpoch 0: |          | 4872/? [38:58<00:00,  2.08it/s]\nEpoch 0: |          | 4873/? [38:58<00:00,  2.08it/s]\nEpoch 0: |          | 4873/? [38:58<00:00,  2.08it/s]\nEpoch 0: |          | 4874/? [38:59<00:00,  2.08it/s]\nEpoch 0: |          | 4874/? [38:59<00:00,  2.08it/s]\nEpoch 0: |          | 4875/? [38:59<00:00,  2.08it/s]\nEpoch 0: |          | 4875/? [38:59<00:00,  2.08it/s]\nEpoch 0: |          | 4876/? [38:59<00:00,  2.08it/s]\nEpoch 0: |          | 4876/? [38:59<00:00,  2.08it/s]\nEpoch 0: |          | 4877/? [39:00<00:00,  2.08it/s]\nEpoch 0: |          | 4877/? [39:00<00:00,  2.08it/s]\nEpoch 0: |          | 4878/? [39:00<00:00,  2.08it/s]\nEpoch 0: |          | 4878/? [39:00<00:00,  2.08it/s]\nEpoch 0: |          | 4879/? [39:00<00:00,  2.08it/s]\nEpoch 0: |          | 4879/? [39:00<00:00,  2.08it/s]\nEpoch 0: |          | 4880/? [39:01<00:00,  2.08it/s]\nEpoch 0: |          | 4880/? [39:01<00:00,  2.08it/s]\nEpoch 0: |          | 4881/? [39:01<00:00,  2.08it/s]\nEpoch 0: |          | 4881/? [39:01<00:00,  2.08it/s]\nEpoch 0: |          | 4882/? [39:02<00:00,  2.08it/s]\nEpoch 0: |          | 4882/? [39:02<00:00,  2.08it/s]\nEpoch 0: |          | 4883/? [39:02<00:00,  2.08it/s]\nEpoch 0: |          | 4883/? [39:02<00:00,  2.08it/s]\nEpoch 0: |          | 4884/? [39:02<00:00,  2.08it/s]\nEpoch 0: |          | 4884/? [39:02<00:00,  2.08it/s]\nEpoch 0: |          | 4885/? [39:03<00:00,  2.08it/s]\nEpoch 0: |          | 4885/? [39:03<00:00,  2.08it/s]\nEpoch 0: |          | 4886/? [39:03<00:00,  2.08it/s]\nEpoch 0: |          | 4886/? [39:03<00:00,  2.08it/s]\nEpoch 0: |          | 4887/? [39:03<00:00,  2.08it/s]\nEpoch 0: |          | 4887/? [39:03<00:00,  2.08it/s]\nEpoch 0: |          | 4888/? [39:04<00:00,  2.09it/s]\nEpoch 0: |          | 4888/? [39:04<00:00,  2.09it/s]\nEpoch 0: |          | 4889/? [39:04<00:00,  2.09it/s]\nEpoch 0: |          | 4889/? [39:04<00:00,  2.09it/s]\nEpoch 0: |          | 4890/? [39:05<00:00,  2.09it/s]\nEpoch 0: |          | 4890/? [39:05<00:00,  2.09it/s]\nEpoch 0: |          | 4891/? [39:05<00:00,  2.09it/s]\nEpoch 0: |          | 4891/? [39:05<00:00,  2.09it/s]\nEpoch 0: |          | 4892/? [39:05<00:00,  2.09it/s]\nEpoch 0: |          | 4892/? [39:05<00:00,  2.09it/s]\nEpoch 0: |          | 4893/? [39:06<00:00,  2.09it/s]\nEpoch 0: |          | 4893/? [39:06<00:00,  2.09it/s]\nEpoch 0: |          | 4894/? [39:06<00:00,  2.09it/s]\nEpoch 0: |          | 4894/? [39:06<00:00,  2.09it/s]\nEpoch 0: |          | 4895/? [39:06<00:00,  2.09it/s]\nEpoch 0: |          | 4895/? [39:06<00:00,  2.09it/s]\nEpoch 0: |          | 4896/? [39:07<00:00,  2.09it/s]\nEpoch 0: |          | 4896/? [39:07<00:00,  2.09it/s]\nEpoch 0: |          | 4897/? [39:07<00:00,  2.09it/s]\nEpoch 0: |          | 4897/? [39:07<00:00,  2.09it/s]\nEpoch 0: |          | 4898/? [39:08<00:00,  2.09it/s]\nEpoch 0: |          | 4898/? [39:08<00:00,  2.09it/s]\nEpoch 0: |          | 4899/? [39:08<00:00,  2.09it/s]\nEpoch 0: |          | 4899/? [39:08<00:00,  2.09it/s]\nEpoch 0: |          | 4900/? [39:08<00:00,  2.09it/s]\nEpoch 0: |          | 4900/? [39:08<00:00,  2.09it/s]\nEpoch 0: |          | 4901/? [39:09<00:00,  2.09it/s]\nEpoch 0: |          | 4901/? [39:09<00:00,  2.09it/s]\nEpoch 0: |          | 4902/? [39:09<00:00,  2.09it/s]\nEpoch 0: |          | 4902/? [39:09<00:00,  2.09it/s]\nEpoch 0: |          | 4903/? [39:09<00:00,  2.09it/s]\nEpoch 0: |          | 4903/? [39:09<00:00,  2.09it/s]\nEpoch 0: |          | 4904/? [39:10<00:00,  2.09it/s]\nEpoch 0: |          | 4904/? [39:10<00:00,  2.09it/s]\nEpoch 0: |          | 4905/? [39:10<00:00,  2.09it/s]\nEpoch 0: |          | 4905/? [39:10<00:00,  2.09it/s]\nEpoch 0: |          | 4906/? [39:11<00:00,  2.09it/s]\nEpoch 0: |          | 4906/? [39:11<00:00,  2.09it/s]\nEpoch 0: |          | 4907/? [39:11<00:00,  2.09it/s]\nEpoch 0: |          | 4907/? [39:11<00:00,  2.09it/s]\nEpoch 0: |          | 4908/? [39:11<00:00,  2.09it/s]\nEpoch 0: |          | 4908/? [39:11<00:00,  2.09it/s]\nEpoch 0: |          | 4909/? [39:12<00:00,  2.09it/s]\nEpoch 0: |          | 4909/? [39:12<00:00,  2.09it/s]\nEpoch 0: |          | 4910/? [39:12<00:00,  2.09it/s]\nEpoch 0: |          | 4910/? [39:12<00:00,  2.09it/s]\nEpoch 0: |          | 4911/? [39:12<00:00,  2.09it/s]\nEpoch 0: |          | 4911/? [39:12<00:00,  2.09it/s]\nEpoch 0: |          | 4912/? [39:13<00:00,  2.09it/s]\nEpoch 0: |          | 4912/? [39:13<00:00,  2.09it/s]\nEpoch 0: |          | 4913/? [39:13<00:00,  2.09it/s]\nEpoch 0: |          | 4913/? [39:13<00:00,  2.09it/s]\nEpoch 0: |          | 4914/? [39:14<00:00,  2.09it/s]\nEpoch 0: |          | 4914/? [39:14<00:00,  2.09it/s]\nEpoch 0: |          | 4915/? [39:14<00:00,  2.09it/s]\nEpoch 0: |          | 4915/? [39:14<00:00,  2.09it/s]\nEpoch 0: |          | 4916/? [39:14<00:00,  2.09it/s]\nEpoch 0: |          | 4916/? [39:14<00:00,  2.09it/s]\nEpoch 0: |          | 4917/? [39:15<00:00,  2.09it/s]\nEpoch 0: |          | 4917/? [39:15<00:00,  2.09it/s]\nEpoch 0: |          | 4918/? [39:15<00:00,  2.09it/s]\nEpoch 0: |          | 4918/? [39:15<00:00,  2.09it/s]\nEpoch 0: |          | 4919/? [39:16<00:00,  2.09it/s]\nEpoch 0: |          | 4919/? [39:16<00:00,  2.09it/s]\nEpoch 0: |          | 4920/? [39:16<00:00,  2.09it/s]\nEpoch 0: |          | 4920/? [39:16<00:00,  2.09it/s]\nEpoch 0: |          | 4921/? [39:16<00:00,  2.09it/s]\nEpoch 0: |          | 4921/? [39:16<00:00,  2.09it/s]\nEpoch 0: |          | 4922/? [39:17<00:00,  2.09it/s]\nEpoch 0: |          | 4922/? [39:17<00:00,  2.09it/s]\nEpoch 0: |          | 4923/? [39:17<00:00,  2.09it/s]\nEpoch 0: |          | 4923/? [39:17<00:00,  2.09it/s]\nEpoch 0: |          | 4924/? [39:17<00:00,  2.09it/s]\nEpoch 0: |          | 4924/? [39:17<00:00,  2.09it/s]\nEpoch 0: |          | 4925/? [39:18<00:00,  2.09it/s]\nEpoch 0: |          | 4925/? [39:18<00:00,  2.09it/s]\nEpoch 0: |          | 4926/? [39:18<00:00,  2.09it/s]\nEpoch 0: |          | 4926/? [39:18<00:00,  2.09it/s]\nEpoch 0: |          | 4927/? [39:19<00:00,  2.09it/s]\nEpoch 0: |          | 4927/? [39:19<00:00,  2.09it/s]\nEpoch 0: |          | 4928/? [39:19<00:00,  2.09it/s]\nEpoch 0: |          | 4928/? [39:19<00:00,  2.09it/s]\nEpoch 0: |          | 4929/? [39:19<00:00,  2.09it/s]\nEpoch 0: |          | 4929/? [39:19<00:00,  2.09it/s]\nEpoch 0: |          | 4930/? [39:20<00:00,  2.09it/s]\nEpoch 0: |          | 4930/? [39:20<00:00,  2.09it/s]\nEpoch 0: |          | 4931/? [39:20<00:00,  2.09it/s]\nEpoch 0: |          | 4931/? [39:20<00:00,  2.09it/s]\nEpoch 0: |          | 4932/? [39:20<00:00,  2.09it/s]\nEpoch 0: |          | 4932/? [39:20<00:00,  2.09it/s]\nEpoch 0: |          | 4933/? [39:21<00:00,  2.09it/s]\nEpoch 0: |          | 4933/? [39:21<00:00,  2.09it/s]\nEpoch 0: |          | 4934/? [39:21<00:00,  2.09it/s]\nEpoch 0: |          | 4934/? [39:21<00:00,  2.09it/s]\nEpoch 0: |          | 4935/? [39:22<00:00,  2.09it/s]\nEpoch 0: |          | 4935/? [39:22<00:00,  2.09it/s]\nEpoch 0: |          | 4936/? [39:22<00:00,  2.09it/s]\nEpoch 0: |          | 4936/? [39:22<00:00,  2.09it/s]\nEpoch 0: |          | 4937/? [39:22<00:00,  2.09it/s]\nEpoch 0: |          | 4937/? [39:22<00:00,  2.09it/s]\nEpoch 0: |          | 4938/? [39:23<00:00,  2.09it/s]\nEpoch 0: |          | 4938/? [39:23<00:00,  2.09it/s]\nEpoch 0: |          | 4939/? [39:23<00:00,  2.09it/s]\nEpoch 0: |          | 4939/? [39:23<00:00,  2.09it/s]\nEpoch 0: |          | 4940/? [39:23<00:00,  2.09it/s]\nEpoch 0: |          | 4940/? [39:23<00:00,  2.09it/s]\nEpoch 0: |          | 4941/? [39:24<00:00,  2.09it/s]\nEpoch 0: |          | 4941/? [39:24<00:00,  2.09it/s]\nEpoch 0: |          | 4942/? [39:24<00:00,  2.09it/s]\nEpoch 0: |          | 4942/? [39:24<00:00,  2.09it/s]\nEpoch 0: |          | 4943/? [39:25<00:00,  2.09it/s]\nEpoch 0: |          | 4943/? [39:25<00:00,  2.09it/s]\nEpoch 0: |          | 4944/? [39:25<00:00,  2.09it/s]\nEpoch 0: |          | 4944/? [39:25<00:00,  2.09it/s]\nEpoch 0: |          | 4945/? [39:25<00:00,  2.09it/s]\nEpoch 0: |          | 4945/? [39:25<00:00,  2.09it/s]\nEpoch 0: |          | 4946/? [39:26<00:00,  2.09it/s]\nEpoch 0: |          | 4946/? [39:26<00:00,  2.09it/s]\nEpoch 0: |          | 4947/? [39:26<00:00,  2.09it/s]\nEpoch 0: |          | 4947/? [39:26<00:00,  2.09it/s]\nEpoch 0: |          | 4948/? [39:26<00:00,  2.09it/s]\nEpoch 0: |          | 4948/? [39:26<00:00,  2.09it/s]\nEpoch 0: |          | 4949/? [39:27<00:00,  2.09it/s]\nEpoch 0: |          | 4949/? [39:27<00:00,  2.09it/s]\nEpoch 0: |          | 4950/? [39:27<00:00,  2.09it/s]\nEpoch 0: |          | 4950/? [39:27<00:00,  2.09it/s]\nEpoch 0: |          | 4951/? [39:28<00:00,  2.09it/s]\nEpoch 0: |          | 4951/? [39:28<00:00,  2.09it/s]\nEpoch 0: |          | 4952/? [39:28<00:00,  2.09it/s]\nEpoch 0: |          | 4952/? [39:28<00:00,  2.09it/s]\nEpoch 0: |          | 4953/? [39:28<00:00,  2.09it/s]\nEpoch 0: |          | 4953/? [39:28<00:00,  2.09it/s]\nEpoch 0: |          | 4954/? [39:29<00:00,  2.09it/s]\nEpoch 0: |          | 4954/? [39:29<00:00,  2.09it/s]\nEpoch 0: |          | 4955/? [39:29<00:00,  2.09it/s]\nEpoch 0: |          | 4955/? [39:29<00:00,  2.09it/s]\nEpoch 0: |          | 4956/? [39:30<00:00,  2.09it/s]\nEpoch 0: |          | 4956/? [39:30<00:00,  2.09it/s]\nEpoch 0: |          | 4957/? [39:30<00:00,  2.09it/s]\nEpoch 0: |          | 4957/? [39:30<00:00,  2.09it/s]\nEpoch 0: |          | 4958/? [39:30<00:00,  2.09it/s]\nEpoch 0: |          | 4958/? [39:30<00:00,  2.09it/s]\nEpoch 0: |          | 4959/? [39:31<00:00,  2.09it/s]\nEpoch 0: |          | 4959/? [39:31<00:00,  2.09it/s]\nEpoch 0: |          | 4960/? [39:31<00:00,  2.09it/s]\nEpoch 0: |          | 4960/? [39:31<00:00,  2.09it/s]\nEpoch 0: |          | 4961/? [39:31<00:00,  2.09it/s]\nEpoch 0: |          | 4961/? [39:31<00:00,  2.09it/s]\nEpoch 0: |          | 4962/? [39:32<00:00,  2.09it/s]\nEpoch 0: |          | 4962/? [39:32<00:00,  2.09it/s]\nEpoch 0: |          | 4963/? [39:32<00:00,  2.09it/s]\nEpoch 0: |          | 4963/? [39:32<00:00,  2.09it/s]\nEpoch 0: |          | 4964/? [39:33<00:00,  2.09it/s]\nEpoch 0: |          | 4964/? [39:33<00:00,  2.09it/s]\nEpoch 0: |          | 4965/? [39:33<00:00,  2.09it/s]\nEpoch 0: |          | 4965/? [39:33<00:00,  2.09it/s]\nEpoch 0: |          | 4966/? [39:33<00:00,  2.09it/s]\nEpoch 0: |          | 4966/? [39:33<00:00,  2.09it/s]\nEpoch 0: |          | 4967/? [39:34<00:00,  2.09it/s]\nEpoch 0: |          | 4967/? [39:34<00:00,  2.09it/s]\nEpoch 0: |          | 4968/? [39:34<00:00,  2.09it/s]\nEpoch 0: |          | 4968/? [39:34<00:00,  2.09it/s]\nEpoch 0: |          | 4969/? [39:34<00:00,  2.09it/s]\nEpoch 0: |          | 4969/? [39:34<00:00,  2.09it/s]\nEpoch 0: |          | 4970/? [39:35<00:00,  2.09it/s]\nEpoch 0: |          | 4970/? [39:35<00:00,  2.09it/s]\nEpoch 0: |          | 4971/? [39:35<00:00,  2.09it/s]\nEpoch 0: |          | 4971/? [39:35<00:00,  2.09it/s]\nEpoch 0: |          | 4972/? [39:36<00:00,  2.09it/s]\nEpoch 0: |          | 4972/? [39:36<00:00,  2.09it/s]\nEpoch 0: |          | 4973/? [39:36<00:00,  2.09it/s]\nEpoch 0: |          | 4973/? [39:36<00:00,  2.09it/s]\nEpoch 0: |          | 4974/? [39:36<00:00,  2.09it/s]\nEpoch 0: |          | 4974/? [39:36<00:00,  2.09it/s]\nEpoch 0: |          | 4975/? [39:37<00:00,  2.09it/s]\nEpoch 0: |          | 4975/? [39:37<00:00,  2.09it/s]\nEpoch 0: |          | 4976/? [39:37<00:00,  2.09it/s]\nEpoch 0: |          | 4976/? [39:37<00:00,  2.09it/s]\nEpoch 0: |          | 4977/? [39:37<00:00,  2.09it/s]\nEpoch 0: |          | 4977/? [39:37<00:00,  2.09it/s]\nEpoch 0: |          | 4978/? [39:38<00:00,  2.09it/s]\nEpoch 0: |          | 4978/? [39:38<00:00,  2.09it/s]\nEpoch 0: |          | 4979/? [39:38<00:00,  2.09it/s]\nEpoch 0: |          | 4979/? [39:38<00:00,  2.09it/s]\nEpoch 0: |          | 4980/? [39:39<00:00,  2.09it/s]\nEpoch 0: |          | 4980/? [39:39<00:00,  2.09it/s]\nEpoch 0: |          | 4981/? [39:39<00:00,  2.09it/s]\nEpoch 0: |          | 4981/? [39:39<00:00,  2.09it/s]\nEpoch 0: |          | 4982/? [39:39<00:00,  2.09it/s]\nEpoch 0: |          | 4982/? [39:39<00:00,  2.09it/s]\nEpoch 0: |          | 4983/? [39:40<00:00,  2.09it/s]\nEpoch 0: |          | 4983/? [39:40<00:00,  2.09it/s]\nEpoch 0: |          | 4984/? [39:40<00:00,  2.09it/s]\nEpoch 0: |          | 4984/? [39:40<00:00,  2.09it/s]\nEpoch 0: |          | 4985/? [39:40<00:00,  2.09it/s]\nEpoch 0: |          | 4985/? [39:40<00:00,  2.09it/s]\nEpoch 0: |          | 4986/? [39:41<00:00,  2.09it/s]\nEpoch 0: |          | 4986/? [39:41<00:00,  2.09it/s]\nEpoch 0: |          | 4987/? [39:41<00:00,  2.09it/s]\nEpoch 0: |          | 4987/? [39:41<00:00,  2.09it/s]\nEpoch 0: |          | 4988/? [39:42<00:00,  2.09it/s]\nEpoch 0: |          | 4988/? [39:42<00:00,  2.09it/s]\nEpoch 0: |          | 4989/? [39:42<00:00,  2.09it/s]\nEpoch 0: |          | 4989/? [39:42<00:00,  2.09it/s]\nEpoch 0: |          | 4990/? [39:42<00:00,  2.09it/s]\nEpoch 0: |          | 4990/? [39:42<00:00,  2.09it/s]\nEpoch 0: |          | 4991/? [39:43<00:00,  2.09it/s]\nEpoch 0: |          | 4991/? [39:43<00:00,  2.09it/s]\nEpoch 0: |          | 4992/? [39:43<00:00,  2.09it/s]\nEpoch 0: |          | 4992/? [39:43<00:00,  2.09it/s]\nEpoch 0: |          | 4993/? [39:43<00:00,  2.09it/s]\nEpoch 0: |          | 4993/? [39:43<00:00,  2.09it/s]\nEpoch 0: |          | 4994/? [39:44<00:00,  2.09it/s]\nEpoch 0: |          | 4994/? [39:44<00:00,  2.09it/s]\nEpoch 0: |          | 4995/? [39:44<00:00,  2.09it/s]\nEpoch 0: |          | 4995/? [39:44<00:00,  2.09it/s]\nEpoch 0: |          | 4996/? [39:45<00:00,  2.09it/s]\nEpoch 0: |          | 4996/? [39:45<00:00,  2.09it/s]\nEpoch 0: |          | 4997/? [39:45<00:00,  2.09it/s]\nEpoch 0: |          | 4997/? [39:45<00:00,  2.09it/s]\nEpoch 0: |          | 4998/? [39:45<00:00,  2.09it/s]\nEpoch 0: |          | 4998/? [39:45<00:00,  2.09it/s]\nEpoch 0: |          | 4999/? [39:46<00:00,  2.09it/s]\nEpoch 0: |          | 4999/? [39:46<00:00,  2.09it/s]\nEpoch 0: |          | 5000/? [39:46<00:00,  2.10it/s]\nEpoch 0: |          | 5000/? [39:46<00:00,  2.10it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.41it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 11.06it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.90it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.61it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 5000/? [39:47<00:00,  2.09it/s]\nEpoch 0: |          | 5001/? [39:47<00:00,  2.09it/s]\nEpoch 0: |          | 5001/? [39:47<00:00,  2.09it/s]\nEpoch 0: |          | 5002/? [39:47<00:00,  2.09it/s]\nEpoch 0: |          | 5002/? [39:47<00:00,  2.09it/s]\nEpoch 0: |          | 5003/? [39:48<00:00,  2.09it/s]\nEpoch 0: |          | 5003/? [39:48<00:00,  2.09it/s]\nEpoch 0: |          | 5004/? [39:48<00:00,  2.10it/s]\nEpoch 0: |          | 5004/? [39:48<00:00,  2.10it/s]\nEpoch 0: |          | 5005/? [39:48<00:00,  2.10it/s]\nEpoch 0: |          | 5005/? [39:48<00:00,  2.10it/s]\nEpoch 0: |          | 5006/? [39:49<00:00,  2.10it/s]\nEpoch 0: |          | 5006/? [39:49<00:00,  2.10it/s]\nEpoch 0: |          | 5007/? [39:49<00:00,  2.10it/s]\nEpoch 0: |          | 5007/? [39:49<00:00,  2.10it/s]\nEpoch 0: |          | 5008/? [39:49<00:00,  2.10it/s]\nEpoch 0: |          | 5008/? [39:49<00:00,  2.10it/s]\nEpoch 0: |          | 5009/? [39:50<00:00,  2.10it/s]\nEpoch 0: |          | 5009/? [39:50<00:00,  2.10it/s]\nEpoch 0: |          | 5010/? [39:50<00:00,  2.10it/s]\nEpoch 0: |          | 5010/? [39:50<00:00,  2.10it/s]\nEpoch 0: |          | 5011/? [39:50<00:00,  2.10it/s]\nEpoch 0: |          | 5011/? [39:50<00:00,  2.10it/s]\nEpoch 0: |          | 5012/? [39:51<00:00,  2.10it/s]\nEpoch 0: |          | 5012/? [39:51<00:00,  2.10it/s]\nEpoch 0: |          | 5013/? [39:51<00:00,  2.10it/s]\nEpoch 0: |          | 5013/? [39:51<00:00,  2.10it/s]\nEpoch 0: |          | 5014/? [39:51<00:00,  2.10it/s]\nEpoch 0: |          | 5014/? [39:51<00:00,  2.10it/s]\nEpoch 0: |          | 5015/? [39:51<00:00,  2.10it/s]\nEpoch 0: |          | 5015/? [39:51<00:00,  2.10it/s]\nEpoch 0: |          | 5016/? [39:52<00:00,  2.10it/s]\nEpoch 0: |          | 5016/? [39:52<00:00,  2.10it/s]\nEpoch 0: |          | 5017/? [39:52<00:00,  2.10it/s]\nEpoch 0: |          | 5017/? [39:52<00:00,  2.10it/s]\nEpoch 0: |          | 5018/? [39:52<00:00,  2.10it/s]\nEpoch 0: |          | 5018/? [39:52<00:00,  2.10it/s]\nEpoch 0: |          | 5019/? [39:53<00:00,  2.10it/s]\nEpoch 0: |          | 5019/? [39:53<00:00,  2.10it/s]\nEpoch 0: |          | 5020/? [39:53<00:00,  2.10it/s]\nEpoch 0: |          | 5020/? [39:53<00:00,  2.10it/s]\nEpoch 0: |          | 5021/? [39:53<00:00,  2.10it/s]\nEpoch 0: |          | 5021/? [39:53<00:00,  2.10it/s]\nEpoch 0: |          | 5022/? [39:54<00:00,  2.10it/s]\nEpoch 0: |          | 5022/? [39:54<00:00,  2.10it/s]\nEpoch 0: |          | 5023/? [39:54<00:00,  2.10it/s]\nEpoch 0: |          | 5023/? [39:54<00:00,  2.10it/s]\nEpoch 0: |          | 5024/? [39:54<00:00,  2.10it/s]\nEpoch 0: |          | 5024/? [39:54<00:00,  2.10it/s]\nEpoch 0: |          | 5025/? [39:55<00:00,  2.10it/s]\nEpoch 0: |          | 5025/? [39:55<00:00,  2.10it/s]\nEpoch 0: |          | 5026/? [39:55<00:00,  2.10it/s]\nEpoch 0: |          | 5026/? [39:55<00:00,  2.10it/s]\nEpoch 0: |          | 5027/? [39:55<00:00,  2.10it/s]\nEpoch 0: |          | 5027/? [39:55<00:00,  2.10it/s]\nEpoch 0: |          | 5028/? [39:56<00:00,  2.10it/s]\nEpoch 0: |          | 5028/? [39:56<00:00,  2.10it/s]\nEpoch 0: |          | 5029/? [39:56<00:00,  2.10it/s]\nEpoch 0: |          | 5029/? [39:56<00:00,  2.10it/s]\nEpoch 0: |          | 5030/? [39:56<00:00,  2.10it/s]\nEpoch 0: |          | 5030/? [39:56<00:00,  2.10it/s]\nEpoch 0: |          | 5031/? [39:56<00:00,  2.10it/s]\nEpoch 0: |          | 5031/? [39:56<00:00,  2.10it/s]\nEpoch 0: |          | 5032/? [39:57<00:00,  2.10it/s]\nEpoch 0: |          | 5032/? [39:57<00:00,  2.10it/s]\nEpoch 0: |          | 5033/? [39:57<00:00,  2.10it/s]\nEpoch 0: |          | 5033/? [39:57<00:00,  2.10it/s]\nEpoch 0: |          | 5034/? [39:57<00:00,  2.10it/s]\nEpoch 0: |          | 5034/? [39:57<00:00,  2.10it/s]\nEpoch 0: |          | 5035/? [39:58<00:00,  2.10it/s]\nEpoch 0: |          | 5035/? [39:58<00:00,  2.10it/s]\nEpoch 0: |          | 5036/? [39:58<00:00,  2.10it/s]\nEpoch 0: |          | 5036/? [39:58<00:00,  2.10it/s]\nEpoch 0: |          | 5037/? [39:58<00:00,  2.10it/s]\nEpoch 0: |          | 5037/? [39:58<00:00,  2.10it/s]\nEpoch 0: |          | 5038/? [39:59<00:00,  2.10it/s]\nEpoch 0: |          | 5038/? [39:59<00:00,  2.10it/s]\nEpoch 0: |          | 5039/? [39:59<00:00,  2.10it/s]\nEpoch 0: |          | 5039/? [39:59<00:00,  2.10it/s]\nEpoch 0: |          | 5040/? [39:59<00:00,  2.10it/s]\nEpoch 0: |          | 5040/? [39:59<00:00,  2.10it/s]\nEpoch 0: |          | 5041/? [39:59<00:00,  2.10it/s]\nEpoch 0: |          | 5041/? [39:59<00:00,  2.10it/s]\nEpoch 0: |          | 5042/? [40:00<00:00,  2.10it/s]\nEpoch 0: |          | 5042/? [40:00<00:00,  2.10it/s]\nEpoch 0: |          | 5043/? [40:00<00:00,  2.10it/s]\nEpoch 0: |          | 5043/? [40:00<00:00,  2.10it/s]\nEpoch 0: |          | 5044/? [40:00<00:00,  2.10it/s]\nEpoch 0: |          | 5044/? [40:00<00:00,  2.10it/s]\nEpoch 0: |          | 5045/? [40:01<00:00,  2.10it/s]\nEpoch 0: |          | 5045/? [40:01<00:00,  2.10it/s]\nEpoch 0: |          | 5046/? [40:01<00:00,  2.10it/s]\nEpoch 0: |          | 5046/? [40:01<00:00,  2.10it/s]\nEpoch 0: |          | 5047/? [40:01<00:00,  2.10it/s]\nEpoch 0: |          | 5047/? [40:01<00:00,  2.10it/s]\nEpoch 0: |          | 5048/? [40:02<00:00,  2.10it/s]\nEpoch 0: |          | 5048/? [40:02<00:00,  2.10it/s]\nEpoch 0: |          | 5049/? [40:02<00:00,  2.10it/s]\nEpoch 0: |          | 5049/? [40:02<00:00,  2.10it/s]\nEpoch 0: |          | 5050/? [40:02<00:00,  2.10it/s]\nEpoch 0: |          | 5050/? [40:02<00:00,  2.10it/s]\nEpoch 0: |          | 5051/? [40:03<00:00,  2.10it/s]\nEpoch 0: |          | 5051/? [40:03<00:00,  2.10it/s]\nEpoch 0: |          | 5052/? [40:03<00:00,  2.10it/s]\nEpoch 0: |          | 5052/? [40:03<00:00,  2.10it/s]\nEpoch 0: |          | 5053/? [40:03<00:00,  2.10it/s]\nEpoch 0: |          | 5053/? [40:03<00:00,  2.10it/s]\nEpoch 0: |          | 5054/? [40:03<00:00,  2.10it/s]\nEpoch 0: |          | 5054/? [40:03<00:00,  2.10it/s]\nEpoch 0: |          | 5055/? [40:04<00:00,  2.10it/s]\nEpoch 0: |          | 5055/? [40:04<00:00,  2.10it/s]\nEpoch 0: |          | 5056/? [40:04<00:00,  2.10it/s]\nEpoch 0: |          | 5056/? [40:04<00:00,  2.10it/s]\nEpoch 0: |          | 5057/? [40:04<00:00,  2.10it/s]\nEpoch 0: |          | 5057/? [40:04<00:00,  2.10it/s]\nEpoch 0: |          | 5058/? [40:05<00:00,  2.10it/s]\nEpoch 0: |          | 5058/? [40:05<00:00,  2.10it/s]\nEpoch 0: |          | 5059/? [40:05<00:00,  2.10it/s]\nEpoch 0: |          | 5059/? [40:05<00:00,  2.10it/s]\nEpoch 0: |          | 5060/? [40:05<00:00,  2.10it/s]\nEpoch 0: |          | 5060/? [40:05<00:00,  2.10it/s]\nEpoch 0: |          | 5061/? [40:06<00:00,  2.10it/s]\nEpoch 0: |          | 5061/? [40:06<00:00,  2.10it/s]\nEpoch 0: |          | 5062/? [40:06<00:00,  2.10it/s]\nEpoch 0: |          | 5062/? [40:06<00:00,  2.10it/s]\nEpoch 0: |          | 5063/? [40:06<00:00,  2.10it/s]\nEpoch 0: |          | 5063/? [40:06<00:00,  2.10it/s]\nEpoch 0: |          | 5064/? [40:07<00:00,  2.10it/s]\nEpoch 0: |          | 5064/? [40:07<00:00,  2.10it/s]\nEpoch 0: |          | 5065/? [40:07<00:00,  2.10it/s]\nEpoch 0: |          | 5065/? [40:07<00:00,  2.10it/s]\nEpoch 0: |          | 5066/? [40:07<00:00,  2.10it/s]\nEpoch 0: |          | 5066/? [40:07<00:00,  2.10it/s]\nEpoch 0: |          | 5067/? [40:07<00:00,  2.10it/s]\nEpoch 0: |          | 5067/? [40:07<00:00,  2.10it/s]\nEpoch 0: |          | 5068/? [40:08<00:00,  2.10it/s]\nEpoch 0: |          | 5068/? [40:08<00:00,  2.10it/s]\nEpoch 0: |          | 5069/? [40:08<00:00,  2.10it/s]\nEpoch 0: |          | 5069/? [40:08<00:00,  2.10it/s]\nEpoch 0: |          | 5070/? [40:08<00:00,  2.10it/s]\nEpoch 0: |          | 5070/? [40:08<00:00,  2.10it/s]\nEpoch 0: |          | 5071/? [40:09<00:00,  2.10it/s]\nEpoch 0: |          | 5071/? [40:09<00:00,  2.10it/s]\nEpoch 0: |          | 5072/? [40:09<00:00,  2.10it/s]\nEpoch 0: |          | 5072/? [40:09<00:00,  2.10it/s]\nEpoch 0: |          | 5073/? [40:09<00:00,  2.11it/s]\nEpoch 0: |          | 5073/? [40:09<00:00,  2.11it/s]\nEpoch 0: |          | 5074/? [40:10<00:00,  2.11it/s]\nEpoch 0: |          | 5074/? [40:10<00:00,  2.11it/s]\nEpoch 0: |          | 5075/? [40:10<00:00,  2.11it/s]\nEpoch 0: |          | 5075/? [40:10<00:00,  2.11it/s]\nEpoch 0: |          | 5076/? [40:10<00:00,  2.11it/s]\nEpoch 0: |          | 5076/? [40:10<00:00,  2.11it/s]\nEpoch 0: |          | 5077/? [40:11<00:00,  2.11it/s]\nEpoch 0: |          | 5077/? [40:11<00:00,  2.11it/s]\nEpoch 0: |          | 5078/? [40:11<00:00,  2.11it/s]\nEpoch 0: |          | 5078/? [40:11<00:00,  2.11it/s]\nEpoch 0: |          | 5079/? [40:11<00:00,  2.11it/s]\nEpoch 0: |          | 5079/? [40:11<00:00,  2.11it/s]\nEpoch 0: |          | 5080/? [40:11<00:00,  2.11it/s]\nEpoch 0: |          | 5080/? [40:11<00:00,  2.11it/s]\nEpoch 0: |          | 5081/? [40:12<00:00,  2.11it/s]\nEpoch 0: |          | 5081/? [40:12<00:00,  2.11it/s]\nEpoch 0: |          | 5082/? [40:12<00:00,  2.11it/s]\nEpoch 0: |          | 5082/? [40:12<00:00,  2.11it/s]\nEpoch 0: |          | 5083/? [40:12<00:00,  2.11it/s]\nEpoch 0: |          | 5083/? [40:12<00:00,  2.11it/s]\nEpoch 0: |          | 5084/? [40:13<00:00,  2.11it/s]\nEpoch 0: |          | 5084/? [40:13<00:00,  2.11it/s]\nEpoch 0: |          | 5085/? [40:13<00:00,  2.11it/s]\nEpoch 0: |          | 5085/? [40:13<00:00,  2.11it/s]\nEpoch 0: |          | 5086/? [40:13<00:00,  2.11it/s]\nEpoch 0: |          | 5086/? [40:13<00:00,  2.11it/s]\nEpoch 0: |          | 5087/? [40:14<00:00,  2.11it/s]\nEpoch 0: |          | 5087/? [40:14<00:00,  2.11it/s]\nEpoch 0: |          | 5088/? [40:14<00:00,  2.11it/s]\nEpoch 0: |          | 5088/? [40:14<00:00,  2.11it/s]\nEpoch 0: |          | 5089/? [40:14<00:00,  2.11it/s]\nEpoch 0: |          | 5089/? [40:14<00:00,  2.11it/s]\nEpoch 0: |          | 5090/? [40:15<00:00,  2.11it/s]\nEpoch 0: |          | 5090/? [40:15<00:00,  2.11it/s]\nEpoch 0: |          | 5091/? [40:15<00:00,  2.11it/s]\nEpoch 0: |          | 5091/? [40:15<00:00,  2.11it/s]\nEpoch 0: |          | 5092/? [40:15<00:00,  2.11it/s]\nEpoch 0: |          | 5092/? [40:15<00:00,  2.11it/s]\nEpoch 0: |          | 5093/? [40:15<00:00,  2.11it/s]\nEpoch 0: |          | 5093/? [40:15<00:00,  2.11it/s]\nEpoch 0: |          | 5094/? [40:16<00:00,  2.11it/s]\nEpoch 0: |          | 5094/? [40:16<00:00,  2.11it/s]\nEpoch 0: |          | 5095/? [40:16<00:00,  2.11it/s]\nEpoch 0: |          | 5095/? [40:16<00:00,  2.11it/s]\nEpoch 0: |          | 5096/? [40:16<00:00,  2.11it/s]\nEpoch 0: |          | 5096/? [40:16<00:00,  2.11it/s]\nEpoch 0: |          | 5097/? [40:17<00:00,  2.11it/s]\nEpoch 0: |          | 5097/? [40:17<00:00,  2.11it/s]\nEpoch 0: |          | 5098/? [40:17<00:00,  2.11it/s]\nEpoch 0: |          | 5098/? [40:17<00:00,  2.11it/s]\nEpoch 0: |          | 5099/? [40:17<00:00,  2.11it/s]\nEpoch 0: |          | 5099/? [40:17<00:00,  2.11it/s]\nEpoch 0: |          | 5100/? [40:18<00:00,  2.11it/s]\nEpoch 0: |          | 5100/? [40:18<00:00,  2.11it/s]\nEpoch 0: |          | 5101/? [40:18<00:00,  2.11it/s]\nEpoch 0: |          | 5101/? [40:18<00:00,  2.11it/s]\nEpoch 0: |          | 5102/? [40:18<00:00,  2.11it/s]\nEpoch 0: |          | 5102/? [40:18<00:00,  2.11it/s]\nEpoch 0: |          | 5103/? [40:18<00:00,  2.11it/s]\nEpoch 0: |          | 5103/? [40:18<00:00,  2.11it/s]\nEpoch 0: |          | 5104/? [40:19<00:00,  2.11it/s]\nEpoch 0: |          | 5104/? [40:19<00:00,  2.11it/s]\nEpoch 0: |          | 5105/? [40:19<00:00,  2.11it/s]\nEpoch 0: |          | 5105/? [40:19<00:00,  2.11it/s]\nEpoch 0: |          | 5106/? [40:19<00:00,  2.11it/s]\nEpoch 0: |          | 5106/? [40:19<00:00,  2.11it/s]\nEpoch 0: |          | 5107/? [40:20<00:00,  2.11it/s]\nEpoch 0: |          | 5107/? [40:20<00:00,  2.11it/s]\nEpoch 0: |          | 5108/? [40:20<00:00,  2.11it/s]\nEpoch 0: |          | 5108/? [40:20<00:00,  2.11it/s]\nEpoch 0: |          | 5109/? [40:20<00:00,  2.11it/s]\nEpoch 0: |          | 5109/? [40:20<00:00,  2.11it/s]\nEpoch 0: |          | 5110/? [40:21<00:00,  2.11it/s]\nEpoch 0: |          | 5110/? [40:21<00:00,  2.11it/s]\nEpoch 0: |          | 5111/? [40:21<00:00,  2.11it/s]\nEpoch 0: |          | 5111/? [40:21<00:00,  2.11it/s]\nEpoch 0: |          | 5112/? [40:21<00:00,  2.11it/s]\nEpoch 0: |          | 5112/? [40:21<00:00,  2.11it/s]\nEpoch 0: |          | 5113/? [40:22<00:00,  2.11it/s]\nEpoch 0: |          | 5113/? [40:22<00:00,  2.11it/s]\nEpoch 0: |          | 5114/? [40:22<00:00,  2.11it/s]\nEpoch 0: |          | 5114/? [40:22<00:00,  2.11it/s]\nEpoch 0: |          | 5115/? [40:22<00:00,  2.11it/s]\nEpoch 0: |          | 5115/? [40:22<00:00,  2.11it/s]\nEpoch 0: |          | 5116/? [40:22<00:00,  2.11it/s]\nEpoch 0: |          | 5116/? [40:22<00:00,  2.11it/s]\nEpoch 0: |          | 5117/? [40:23<00:00,  2.11it/s]\nEpoch 0: |          | 5117/? [40:23<00:00,  2.11it/s]\nEpoch 0: |          | 5118/? [40:23<00:00,  2.11it/s]\nEpoch 0: |          | 5118/? [40:23<00:00,  2.11it/s]\nEpoch 0: |          | 5119/? [40:23<00:00,  2.11it/s]\nEpoch 0: |          | 5119/? [40:23<00:00,  2.11it/s]\nEpoch 0: |          | 5120/? [40:24<00:00,  2.11it/s]\nEpoch 0: |          | 5120/? [40:24<00:00,  2.11it/s]\nEpoch 0: |          | 5121/? [40:24<00:00,  2.11it/s]\nEpoch 0: |          | 5121/? [40:24<00:00,  2.11it/s]\nEpoch 0: |          | 5122/? [40:24<00:00,  2.11it/s]\nEpoch 0: |          | 5122/? [40:24<00:00,  2.11it/s]\nEpoch 0: |          | 5123/? [40:25<00:00,  2.11it/s]\nEpoch 0: |          | 5123/? [40:25<00:00,  2.11it/s]\nEpoch 0: |          | 5124/? [40:25<00:00,  2.11it/s]\nEpoch 0: |          | 5124/? [40:25<00:00,  2.11it/s]\nEpoch 0: |          | 5125/? [40:25<00:00,  2.11it/s]\nEpoch 0: |          | 5125/? [40:25<00:00,  2.11it/s]\nEpoch 0: |          | 5126/? [40:26<00:00,  2.11it/s]\nEpoch 0: |          | 5126/? [40:26<00:00,  2.11it/s]\nEpoch 0: |          | 5127/? [40:26<00:00,  2.11it/s]\nEpoch 0: |          | 5127/? [40:26<00:00,  2.11it/s]\nEpoch 0: |          | 5128/? [40:26<00:00,  2.11it/s]\nEpoch 0: |          | 5128/? [40:26<00:00,  2.11it/s]\nEpoch 0: |          | 5129/? [40:26<00:00,  2.11it/s]\nEpoch 0: |          | 5129/? [40:26<00:00,  2.11it/s]\nEpoch 0: |          | 5130/? [40:27<00:00,  2.11it/s]\nEpoch 0: |          | 5130/? [40:27<00:00,  2.11it/s]\nEpoch 0: |          | 5131/? [40:27<00:00,  2.11it/s]\nEpoch 0: |          | 5131/? [40:27<00:00,  2.11it/s]\nEpoch 0: |          | 5132/? [40:27<00:00,  2.11it/s]\nEpoch 0: |          | 5132/? [40:27<00:00,  2.11it/s]\nEpoch 0: |          | 5133/? [40:28<00:00,  2.11it/s]\nEpoch 0: |          | 5133/? [40:28<00:00,  2.11it/s]\nEpoch 0: |          | 5134/? [40:28<00:00,  2.11it/s]\nEpoch 0: |          | 5134/? [40:28<00:00,  2.11it/s]\nEpoch 0: |          | 5135/? [40:28<00:00,  2.11it/s]\nEpoch 0: |          | 5135/? [40:28<00:00,  2.11it/s]\nEpoch 0: |          | 5136/? [40:28<00:00,  2.11it/s]\nEpoch 0: |          | 5136/? [40:28<00:00,  2.11it/s]\nEpoch 0: |          | 5137/? [40:29<00:00,  2.11it/s]\nEpoch 0: |          | 5137/? [40:29<00:00,  2.11it/s]\nEpoch 0: |          | 5138/? [40:29<00:00,  2.11it/s]\nEpoch 0: |          | 5138/? [40:29<00:00,  2.11it/s]\nEpoch 0: |          | 5139/? [40:29<00:00,  2.11it/s]\nEpoch 0: |          | 5139/? [40:29<00:00,  2.11it/s]\nEpoch 0: |          | 5140/? [40:30<00:00,  2.12it/s]\nEpoch 0: |          | 5140/? [40:30<00:00,  2.12it/s]\nEpoch 0: |          | 5141/? [40:30<00:00,  2.12it/s]\nEpoch 0: |          | 5141/? [40:30<00:00,  2.12it/s]\nEpoch 0: |          | 5142/? [40:30<00:00,  2.12it/s]\nEpoch 0: |          | 5142/? [40:30<00:00,  2.12it/s]\nEpoch 0: |          | 5143/? [40:31<00:00,  2.12it/s]\nEpoch 0: |          | 5143/? [40:31<00:00,  2.12it/s]\nEpoch 0: |          | 5144/? [40:31<00:00,  2.12it/s]\nEpoch 0: |          | 5144/? [40:31<00:00,  2.12it/s]\nEpoch 0: |          | 5145/? [40:31<00:00,  2.12it/s]\nEpoch 0: |          | 5145/? [40:31<00:00,  2.12it/s]\nEpoch 0: |          | 5146/? [40:32<00:00,  2.12it/s]\nEpoch 0: |          | 5146/? [40:32<00:00,  2.12it/s]\nEpoch 0: |          | 5147/? [40:32<00:00,  2.12it/s]\nEpoch 0: |          | 5147/? [40:32<00:00,  2.12it/s]\nEpoch 0: |          | 5148/? [40:32<00:00,  2.12it/s]\nEpoch 0: |          | 5148/? [40:32<00:00,  2.12it/s]\nEpoch 0: |          | 5149/? [40:32<00:00,  2.12it/s]\nEpoch 0: |          | 5149/? [40:32<00:00,  2.12it/s]\nEpoch 0: |          | 5150/? [40:33<00:00,  2.12it/s]\nEpoch 0: |          | 5150/? [40:33<00:00,  2.12it/s]\nEpoch 0: |          | 5151/? [40:33<00:00,  2.12it/s]\nEpoch 0: |          | 5151/? [40:33<00:00,  2.12it/s]\nEpoch 0: |          | 5152/? [40:33<00:00,  2.12it/s]\nEpoch 0: |          | 5152/? [40:33<00:00,  2.12it/s]\nEpoch 0: |          | 5153/? [40:34<00:00,  2.12it/s]\nEpoch 0: |          | 5153/? [40:34<00:00,  2.12it/s]\nEpoch 0: |          | 5154/? [40:34<00:00,  2.12it/s]\nEpoch 0: |          | 5154/? [40:34<00:00,  2.12it/s]\nEpoch 0: |          | 5155/? [40:34<00:00,  2.12it/s]\nEpoch 0: |          | 5155/? [40:34<00:00,  2.12it/s]\nEpoch 0: |          | 5156/? [40:35<00:00,  2.12it/s]\nEpoch 0: |          | 5156/? [40:35<00:00,  2.12it/s]\nEpoch 0: |          | 5157/? [40:35<00:00,  2.12it/s]\nEpoch 0: |          | 5157/? [40:35<00:00,  2.12it/s]\nEpoch 0: |          | 5158/? [40:35<00:00,  2.12it/s]\nEpoch 0: |          | 5158/? [40:35<00:00,  2.12it/s]\nEpoch 0: |          | 5159/? [40:36<00:00,  2.12it/s]\nEpoch 0: |          | 5159/? [40:36<00:00,  2.12it/s]\nEpoch 0: |          | 5160/? [40:36<00:00,  2.12it/s]\nEpoch 0: |          | 5160/? [40:36<00:00,  2.12it/s]\nEpoch 0: |          | 5161/? [40:36<00:00,  2.12it/s]\nEpoch 0: |          | 5161/? [40:36<00:00,  2.12it/s]\nEpoch 0: |          | 5162/? [40:36<00:00,  2.12it/s]\nEpoch 0: |          | 5162/? [40:36<00:00,  2.12it/s]\nEpoch 0: |          | 5163/? [40:37<00:00,  2.12it/s]\nEpoch 0: |          | 5163/? [40:37<00:00,  2.12it/s]\nEpoch 0: |          | 5164/? [40:37<00:00,  2.12it/s]\nEpoch 0: |          | 5164/? [40:37<00:00,  2.12it/s]\nEpoch 0: |          | 5165/? [40:37<00:00,  2.12it/s]\nEpoch 0: |          | 5165/? [40:37<00:00,  2.12it/s]\nEpoch 0: |          | 5166/? [40:38<00:00,  2.12it/s]\nEpoch 0: |          | 5166/? [40:38<00:00,  2.12it/s]\nEpoch 0: |          | 5167/? [40:38<00:00,  2.12it/s]\nEpoch 0: |          | 5167/? [40:38<00:00,  2.12it/s]\nEpoch 0: |          | 5168/? [40:38<00:00,  2.12it/s]\nEpoch 0: |          | 5168/? [40:38<00:00,  2.12it/s]\nEpoch 0: |          | 5169/? [40:39<00:00,  2.12it/s]\nEpoch 0: |          | 5169/? [40:39<00:00,  2.12it/s]\nEpoch 0: |          | 5170/? [40:39<00:00,  2.12it/s]\nEpoch 0: |          | 5170/? [40:39<00:00,  2.12it/s]\nEpoch 0: |          | 5171/? [40:39<00:00,  2.12it/s]\nEpoch 0: |          | 5171/? [40:39<00:00,  2.12it/s]\nEpoch 0: |          | 5172/? [40:39<00:00,  2.12it/s]\nEpoch 0: |          | 5172/? [40:39<00:00,  2.12it/s]\nEpoch 0: |          | 5173/? [40:40<00:00,  2.12it/s]\nEpoch 0: |          | 5173/? [40:40<00:00,  2.12it/s]\nEpoch 0: |          | 5174/? [40:40<00:00,  2.12it/s]\nEpoch 0: |          | 5174/? [40:40<00:00,  2.12it/s]\nEpoch 0: |          | 5175/? [40:40<00:00,  2.12it/s]\nEpoch 0: |          | 5175/? [40:40<00:00,  2.12it/s]\nEpoch 0: |          | 5176/? [40:41<00:00,  2.12it/s]\nEpoch 0: |          | 5176/? [40:41<00:00,  2.12it/s]\nEpoch 0: |          | 5177/? [40:41<00:00,  2.12it/s]\nEpoch 0: |          | 5177/? [40:41<00:00,  2.12it/s]\nEpoch 0: |          | 5178/? [40:41<00:00,  2.12it/s]\nEpoch 0: |          | 5178/? [40:41<00:00,  2.12it/s]\nEpoch 0: |          | 5179/? [40:42<00:00,  2.12it/s]\nEpoch 0: |          | 5179/? [40:42<00:00,  2.12it/s]\nEpoch 0: |          | 5180/? [40:42<00:00,  2.12it/s]\nEpoch 0: |          | 5180/? [40:42<00:00,  2.12it/s]\nEpoch 0: |          | 5181/? [40:42<00:00,  2.12it/s]\nEpoch 0: |          | 5181/? [40:42<00:00,  2.12it/s]\nEpoch 0: |          | 5182/? [40:42<00:00,  2.12it/s]\nEpoch 0: |          | 5182/? [40:42<00:00,  2.12it/s]\nEpoch 0: |          | 5183/? [40:43<00:00,  2.12it/s]\nEpoch 0: |          | 5183/? [40:43<00:00,  2.12it/s]\nEpoch 0: |          | 5184/? [40:43<00:00,  2.12it/s]\nEpoch 0: |          | 5184/? [40:43<00:00,  2.12it/s]\nEpoch 0: |          | 5185/? [40:43<00:00,  2.12it/s]\nEpoch 0: |          | 5185/? [40:43<00:00,  2.12it/s]\nEpoch 0: |          | 5186/? [40:44<00:00,  2.12it/s]\nEpoch 0: |          | 5186/? [40:44<00:00,  2.12it/s]\nEpoch 0: |          | 5187/? [40:44<00:00,  2.12it/s]\nEpoch 0: |          | 5187/? [40:44<00:00,  2.12it/s]\nEpoch 0: |          | 5188/? [40:44<00:00,  2.12it/s]\nEpoch 0: |          | 5188/? [40:44<00:00,  2.12it/s]\nEpoch 0: |          | 5189/? [40:45<00:00,  2.12it/s]\nEpoch 0: |          | 5189/? [40:45<00:00,  2.12it/s]\nEpoch 0: |          | 5190/? [40:45<00:00,  2.12it/s]\nEpoch 0: |          | 5190/? [40:45<00:00,  2.12it/s]\nEpoch 0: |          | 5191/? [40:45<00:00,  2.12it/s]\nEpoch 0: |          | 5191/? [40:45<00:00,  2.12it/s]\nEpoch 0: |          | 5192/? [40:45<00:00,  2.12it/s]\nEpoch 0: |          | 5192/? [40:45<00:00,  2.12it/s]\nEpoch 0: |          | 5193/? [40:46<00:00,  2.12it/s]\nEpoch 0: |          | 5193/? [40:46<00:00,  2.12it/s]\nEpoch 0: |          | 5194/? [40:46<00:00,  2.12it/s]\nEpoch 0: |          | 5194/? [40:46<00:00,  2.12it/s]\nEpoch 0: |          | 5195/? [40:46<00:00,  2.12it/s]\nEpoch 0: |          | 5195/? [40:46<00:00,  2.12it/s]\nEpoch 0: |          | 5196/? [40:47<00:00,  2.12it/s]\nEpoch 0: |          | 5196/? [40:47<00:00,  2.12it/s]\nEpoch 0: |          | 5197/? [40:47<00:00,  2.12it/s]\nEpoch 0: |          | 5197/? [40:47<00:00,  2.12it/s]\nEpoch 0: |          | 5198/? [40:47<00:00,  2.12it/s]\nEpoch 0: |          | 5198/? [40:47<00:00,  2.12it/s]\nEpoch 0: |          | 5199/? [40:48<00:00,  2.12it/s]\nEpoch 0: |          | 5199/? [40:48<00:00,  2.12it/s]\nEpoch 0: |          | 5200/? [40:48<00:00,  2.12it/s]\nEpoch 0: |          | 5200/? [40:48<00:00,  2.12it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.01it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.51it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.33it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 11.89it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 5200/? [40:48<00:00,  2.12it/s]\nEpoch 0: |          | 5201/? [40:49<00:00,  2.12it/s]\nEpoch 0: |          | 5201/? [40:49<00:00,  2.12it/s]\nEpoch 0: |          | 5202/? [40:49<00:00,  2.12it/s]\nEpoch 0: |          | 5202/? [40:49<00:00,  2.12it/s]\nEpoch 0: |          | 5203/? [40:49<00:00,  2.12it/s]\nEpoch 0: |          | 5203/? [40:49<00:00,  2.12it/s]\nEpoch 0: |          | 5204/? [40:49<00:00,  2.12it/s]\nEpoch 0: |          | 5204/? [40:49<00:00,  2.12it/s]\nEpoch 0: |          | 5205/? [40:50<00:00,  2.12it/s]\nEpoch 0: |          | 5205/? [40:50<00:00,  2.12it/s]\nEpoch 0: |          | 5206/? [40:50<00:00,  2.12it/s]\nEpoch 0: |          | 5206/? [40:50<00:00,  2.12it/s]\nEpoch 0: |          | 5207/? [40:50<00:00,  2.12it/s]\nEpoch 0: |          | 5207/? [40:50<00:00,  2.12it/s]\nEpoch 0: |          | 5208/? [40:51<00:00,  2.12it/s]\nEpoch 0: |          | 5208/? [40:51<00:00,  2.12it/s]\nEpoch 0: |          | 5209/? [40:51<00:00,  2.12it/s]\nEpoch 0: |          | 5209/? [40:51<00:00,  2.12it/s]\nEpoch 0: |          | 5210/? [40:51<00:00,  2.13it/s]\nEpoch 0: |          | 5210/? [40:51<00:00,  2.13it/s]\nEpoch 0: |          | 5211/? [40:52<00:00,  2.13it/s]\nEpoch 0: |          | 5211/? [40:52<00:00,  2.13it/s]\nEpoch 0: |          | 5212/? [40:52<00:00,  2.13it/s]\nEpoch 0: |          | 5212/? [40:52<00:00,  2.13it/s]\nEpoch 0: |          | 5213/? [40:52<00:00,  2.13it/s]\nEpoch 0: |          | 5213/? [40:52<00:00,  2.13it/s]\nEpoch 0: |          | 5214/? [40:52<00:00,  2.13it/s]\nEpoch 0: |          | 5214/? [40:52<00:00,  2.13it/s]\nEpoch 0: |          | 5215/? [40:53<00:00,  2.13it/s]\nEpoch 0: |          | 5215/? [40:53<00:00,  2.13it/s]\nEpoch 0: |          | 5216/? [40:53<00:00,  2.13it/s]\nEpoch 0: |          | 5216/? [40:53<00:00,  2.13it/s]\nEpoch 0: |          | 5217/? [40:53<00:00,  2.13it/s]\nEpoch 0: |          | 5217/? [40:53<00:00,  2.13it/s]\nEpoch 0: |          | 5218/? [40:54<00:00,  2.13it/s]\nEpoch 0: |          | 5218/? [40:54<00:00,  2.13it/s]\nEpoch 0: |          | 5219/? [40:54<00:00,  2.13it/s]\nEpoch 0: |          | 5219/? [40:54<00:00,  2.13it/s]\nEpoch 0: |          | 5220/? [40:54<00:00,  2.13it/s]\nEpoch 0: |          | 5220/? [40:54<00:00,  2.13it/s]\nEpoch 0: |          | 5221/? [40:55<00:00,  2.13it/s]\nEpoch 0: |          | 5221/? [40:55<00:00,  2.13it/s]\nEpoch 0: |          | 5222/? [40:55<00:00,  2.13it/s]\nEpoch 0: |          | 5222/? [40:55<00:00,  2.13it/s]\nEpoch 0: |          | 5223/? [40:55<00:00,  2.13it/s]\nEpoch 0: |          | 5223/? [40:55<00:00,  2.13it/s]\nEpoch 0: |          | 5224/? [40:55<00:00,  2.13it/s]\nEpoch 0: |          | 5224/? [40:55<00:00,  2.13it/s]\nEpoch 0: |          | 5225/? [40:56<00:00,  2.13it/s]\nEpoch 0: |          | 5225/? [40:56<00:00,  2.13it/s]\nEpoch 0: |          | 5226/? [40:56<00:00,  2.13it/s]\nEpoch 0: |          | 5226/? [40:56<00:00,  2.13it/s]\nEpoch 0: |          | 5227/? [40:56<00:00,  2.13it/s]\nEpoch 0: |          | 5227/? [40:56<00:00,  2.13it/s]\nEpoch 0: |          | 5228/? [40:57<00:00,  2.13it/s]\nEpoch 0: |          | 5228/? [40:57<00:00,  2.13it/s]\nEpoch 0: |          | 5229/? [40:57<00:00,  2.13it/s]\nEpoch 0: |          | 5229/? [40:57<00:00,  2.13it/s]\nEpoch 0: |          | 5230/? [40:57<00:00,  2.13it/s]\nEpoch 0: |          | 5230/? [40:57<00:00,  2.13it/s]\nEpoch 0: |          | 5231/? [40:58<00:00,  2.13it/s]\nEpoch 0: |          | 5231/? [40:58<00:00,  2.13it/s]\nEpoch 0: |          | 5232/? [40:58<00:00,  2.13it/s]\nEpoch 0: |          | 5232/? [40:58<00:00,  2.13it/s]\nEpoch 0: |          | 5233/? [40:58<00:00,  2.13it/s]\nEpoch 0: |          | 5233/? [40:58<00:00,  2.13it/s]\nEpoch 0: |          | 5234/? [40:58<00:00,  2.13it/s]\nEpoch 0: |          | 5234/? [40:58<00:00,  2.13it/s]\nEpoch 0: |          | 5235/? [40:59<00:00,  2.13it/s]\nEpoch 0: |          | 5235/? [40:59<00:00,  2.13it/s]\nEpoch 0: |          | 5236/? [40:59<00:00,  2.13it/s]\nEpoch 0: |          | 5236/? [40:59<00:00,  2.13it/s]\nEpoch 0: |          | 5237/? [40:59<00:00,  2.13it/s]\nEpoch 0: |          | 5237/? [40:59<00:00,  2.13it/s]\nEpoch 0: |          | 5238/? [41:00<00:00,  2.13it/s]\nEpoch 0: |          | 5238/? [41:00<00:00,  2.13it/s]\nEpoch 0: |          | 5239/? [41:00<00:00,  2.13it/s]\nEpoch 0: |          | 5239/? [41:00<00:00,  2.13it/s]\nEpoch 0: |          | 5240/? [41:00<00:00,  2.13it/s]\nEpoch 0: |          | 5240/? [41:00<00:00,  2.13it/s]\nEpoch 0: |          | 5241/? [41:01<00:00,  2.13it/s]\nEpoch 0: |          | 5241/? [41:01<00:00,  2.13it/s]\nEpoch 0: |          | 5242/? [41:01<00:00,  2.13it/s]\nEpoch 0: |          | 5242/? [41:01<00:00,  2.13it/s]\nEpoch 0: |          | 5243/? [41:01<00:00,  2.13it/s]\nEpoch 0: |          | 5243/? [41:01<00:00,  2.13it/s]\nEpoch 0: |          | 5244/? [41:01<00:00,  2.13it/s]\nEpoch 0: |          | 5244/? [41:01<00:00,  2.13it/s]\nEpoch 0: |          | 5245/? [41:02<00:00,  2.13it/s]\nEpoch 0: |          | 5245/? [41:02<00:00,  2.13it/s]\nEpoch 0: |          | 5246/? [41:02<00:00,  2.13it/s]\nEpoch 0: |          | 5246/? [41:02<00:00,  2.13it/s]\nEpoch 0: |          | 5247/? [41:02<00:00,  2.13it/s]\nEpoch 0: |          | 5247/? [41:02<00:00,  2.13it/s]\nEpoch 0: |          | 5248/? [41:03<00:00,  2.13it/s]\nEpoch 0: |          | 5248/? [41:03<00:00,  2.13it/s]\nEpoch 0: |          | 5249/? [41:03<00:00,  2.13it/s]\nEpoch 0: |          | 5249/? [41:03<00:00,  2.13it/s]\nEpoch 0: |          | 5250/? [41:03<00:00,  2.13it/s]\nEpoch 0: |          | 5250/? [41:03<00:00,  2.13it/s]\nEpoch 0: |          | 5251/? [41:04<00:00,  2.13it/s]\nEpoch 0: |          | 5251/? [41:04<00:00,  2.13it/s]\nEpoch 0: |          | 5252/? [41:04<00:00,  2.13it/s]\nEpoch 0: |          | 5252/? [41:04<00:00,  2.13it/s]\nEpoch 0: |          | 5253/? [41:04<00:00,  2.13it/s]\nEpoch 0: |          | 5253/? [41:04<00:00,  2.13it/s]\nEpoch 0: |          | 5254/? [41:04<00:00,  2.13it/s]\nEpoch 0: |          | 5254/? [41:04<00:00,  2.13it/s]\nEpoch 0: |          | 5255/? [41:05<00:00,  2.13it/s]\nEpoch 0: |          | 5255/? [41:05<00:00,  2.13it/s]\nEpoch 0: |          | 5256/? [41:05<00:00,  2.13it/s]\nEpoch 0: |          | 5256/? [41:05<00:00,  2.13it/s]\nEpoch 0: |          | 5257/? [41:05<00:00,  2.13it/s]\nEpoch 0: |          | 5257/? [41:05<00:00,  2.13it/s]\nEpoch 0: |          | 5258/? [41:06<00:00,  2.13it/s]\nEpoch 0: |          | 5258/? [41:06<00:00,  2.13it/s]\nEpoch 0: |          | 5259/? [41:06<00:00,  2.13it/s]\nEpoch 0: |          | 5259/? [41:06<00:00,  2.13it/s]\nEpoch 0: |          | 5260/? [41:06<00:00,  2.13it/s]\nEpoch 0: |          | 5260/? [41:06<00:00,  2.13it/s]\nEpoch 0: |          | 5261/? [41:07<00:00,  2.13it/s]\nEpoch 0: |          | 5261/? [41:07<00:00,  2.13it/s]\nEpoch 0: |          | 5262/? [41:07<00:00,  2.13it/s]\nEpoch 0: |          | 5262/? [41:07<00:00,  2.13it/s]\nEpoch 0: |          | 5263/? [41:07<00:00,  2.13it/s]\nEpoch 0: |          | 5263/? [41:07<00:00,  2.13it/s]\nEpoch 0: |          | 5264/? [41:07<00:00,  2.13it/s]\nEpoch 0: |          | 5264/? [41:07<00:00,  2.13it/s]\nEpoch 0: |          | 5265/? [41:08<00:00,  2.13it/s]\nEpoch 0: |          | 5265/? [41:08<00:00,  2.13it/s]\nEpoch 0: |          | 5266/? [41:08<00:00,  2.13it/s]\nEpoch 0: |          | 5266/? [41:08<00:00,  2.13it/s]\nEpoch 0: |          | 5267/? [41:08<00:00,  2.13it/s]\nEpoch 0: |          | 5267/? [41:08<00:00,  2.13it/s]\nEpoch 0: |          | 5268/? [41:09<00:00,  2.13it/s]\nEpoch 0: |          | 5268/? [41:09<00:00,  2.13it/s]\nEpoch 0: |          | 5269/? [41:09<00:00,  2.13it/s]\nEpoch 0: |          | 5269/? [41:09<00:00,  2.13it/s]\nEpoch 0: |          | 5270/? [41:09<00:00,  2.13it/s]\nEpoch 0: |          | 5270/? [41:09<00:00,  2.13it/s]\nEpoch 0: |          | 5271/? [41:09<00:00,  2.13it/s]\nEpoch 0: |          | 5271/? [41:09<00:00,  2.13it/s]\nEpoch 0: |          | 5272/? [41:10<00:00,  2.13it/s]\nEpoch 0: |          | 5272/? [41:10<00:00,  2.13it/s]\nEpoch 0: |          | 5273/? [41:10<00:00,  2.13it/s]\nEpoch 0: |          | 5273/? [41:10<00:00,  2.13it/s]\nEpoch 0: |          | 5274/? [41:10<00:00,  2.13it/s]\nEpoch 0: |          | 5274/? [41:10<00:00,  2.13it/s]\nEpoch 0: |          | 5275/? [41:11<00:00,  2.13it/s]\nEpoch 0: |          | 5275/? [41:11<00:00,  2.13it/s]\nEpoch 0: |          | 5276/? [41:11<00:00,  2.13it/s]\nEpoch 0: |          | 5276/? [41:11<00:00,  2.13it/s]\nEpoch 0: |          | 5277/? [41:11<00:00,  2.13it/s]\nEpoch 0: |          | 5277/? [41:11<00:00,  2.13it/s]\nEpoch 0: |          | 5278/? [41:12<00:00,  2.14it/s]\nEpoch 0: |          | 5278/? [41:12<00:00,  2.14it/s]\nEpoch 0: |          | 5279/? [41:12<00:00,  2.14it/s]\nEpoch 0: |          | 5279/? [41:12<00:00,  2.14it/s]\nEpoch 0: |          | 5280/? [41:12<00:00,  2.14it/s]\nEpoch 0: |          | 5280/? [41:12<00:00,  2.14it/s]\nEpoch 0: |          | 5281/? [41:13<00:00,  2.14it/s]\nEpoch 0: |          | 5281/? [41:13<00:00,  2.14it/s]\nEpoch 0: |          | 5282/? [41:13<00:00,  2.14it/s]\nEpoch 0: |          | 5282/? [41:13<00:00,  2.14it/s]\nEpoch 0: |          | 5283/? [41:13<00:00,  2.14it/s]\nEpoch 0: |          | 5283/? [41:13<00:00,  2.14it/s]\nEpoch 0: |          | 5284/? [41:13<00:00,  2.14it/s]\nEpoch 0: |          | 5284/? [41:13<00:00,  2.14it/s]\nEpoch 0: |          | 5285/? [41:14<00:00,  2.14it/s]\nEpoch 0: |          | 5285/? [41:14<00:00,  2.14it/s]\nEpoch 0: |          | 5286/? [41:14<00:00,  2.14it/s]\nEpoch 0: |          | 5286/? [41:14<00:00,  2.14it/s]\nEpoch 0: |          | 5287/? [41:14<00:00,  2.14it/s]\nEpoch 0: |          | 5287/? [41:14<00:00,  2.14it/s]\nEpoch 0: |          | 5288/? [41:15<00:00,  2.14it/s]\nEpoch 0: |          | 5288/? [41:15<00:00,  2.14it/s]\nEpoch 0: |          | 5289/? [41:15<00:00,  2.14it/s]\nEpoch 0: |          | 5289/? [41:15<00:00,  2.14it/s]\nEpoch 0: |          | 5290/? [41:15<00:00,  2.14it/s]\nEpoch 0: |          | 5290/? [41:15<00:00,  2.14it/s]\nEpoch 0: |          | 5291/? [41:16<00:00,  2.14it/s]\nEpoch 0: |          | 5291/? [41:16<00:00,  2.14it/s]\nEpoch 0: |          | 5292/? [41:16<00:00,  2.14it/s]\nEpoch 0: |          | 5292/? [41:16<00:00,  2.14it/s]\nEpoch 0: |          | 5293/? [41:16<00:00,  2.14it/s]\nEpoch 0: |          | 5293/? [41:16<00:00,  2.14it/s]\nEpoch 0: |          | 5294/? [41:16<00:00,  2.14it/s]\nEpoch 0: |          | 5294/? [41:16<00:00,  2.14it/s]\nEpoch 0: |          | 5295/? [41:17<00:00,  2.14it/s]\nEpoch 0: |          | 5295/? [41:17<00:00,  2.14it/s]\nEpoch 0: |          | 5296/? [41:17<00:00,  2.14it/s]\nEpoch 0: |          | 5296/? [41:17<00:00,  2.14it/s]\nEpoch 0: |          | 5297/? [41:17<00:00,  2.14it/s]\nEpoch 0: |          | 5297/? [41:17<00:00,  2.14it/s]\nEpoch 0: |          | 5298/? [41:18<00:00,  2.14it/s]\nEpoch 0: |          | 5298/? [41:18<00:00,  2.14it/s]\nEpoch 0: |          | 5299/? [41:18<00:00,  2.14it/s]\nEpoch 0: |          | 5299/? [41:18<00:00,  2.14it/s]\nEpoch 0: |          | 5300/? [41:18<00:00,  2.14it/s]\nEpoch 0: |          | 5300/? [41:18<00:00,  2.14it/s]\nEpoch 0: |          | 5301/? [41:19<00:00,  2.14it/s]\nEpoch 0: |          | 5301/? [41:19<00:00,  2.14it/s]\nEpoch 0: |          | 5302/? [41:19<00:00,  2.14it/s]\nEpoch 0: |          | 5302/? [41:19<00:00,  2.14it/s]\nEpoch 0: |          | 5303/? [41:19<00:00,  2.14it/s]\nEpoch 0: |          | 5303/? [41:19<00:00,  2.14it/s]\nEpoch 0: |          | 5304/? [41:19<00:00,  2.14it/s]\nEpoch 0: |          | 5304/? [41:19<00:00,  2.14it/s]\nEpoch 0: |          | 5305/? [41:20<00:00,  2.14it/s]\nEpoch 0: |          | 5305/? [41:20<00:00,  2.14it/s]\nEpoch 0: |          | 5306/? [41:20<00:00,  2.14it/s]\nEpoch 0: |          | 5306/? [41:20<00:00,  2.14it/s]\nEpoch 0: |          | 5307/? [41:20<00:00,  2.14it/s]\nEpoch 0: |          | 5307/? [41:20<00:00,  2.14it/s]\nEpoch 0: |          | 5308/? [41:21<00:00,  2.14it/s]\nEpoch 0: |          | 5308/? [41:21<00:00,  2.14it/s]\nEpoch 0: |          | 5309/? [41:21<00:00,  2.14it/s]\nEpoch 0: |          | 5309/? [41:21<00:00,  2.14it/s]\nEpoch 0: |          | 5310/? [41:21<00:00,  2.14it/s]\nEpoch 0: |          | 5310/? [41:21<00:00,  2.14it/s]\nEpoch 0: |          | 5311/? [41:21<00:00,  2.14it/s]\nEpoch 0: |          | 5311/? [41:21<00:00,  2.14it/s]\nEpoch 0: |          | 5312/? [41:22<00:00,  2.14it/s]\nEpoch 0: |          | 5312/? [41:22<00:00,  2.14it/s]\nEpoch 0: |          | 5313/? [41:22<00:00,  2.14it/s]\nEpoch 0: |          | 5313/? [41:22<00:00,  2.14it/s]\nEpoch 0: |          | 5314/? [41:22<00:00,  2.14it/s]\nEpoch 0: |          | 5314/? [41:22<00:00,  2.14it/s]\nEpoch 0: |          | 5315/? [41:23<00:00,  2.14it/s]\nEpoch 0: |          | 5315/? [41:23<00:00,  2.14it/s]\nEpoch 0: |          | 5316/? [41:23<00:00,  2.14it/s]\nEpoch 0: |          | 5316/? [41:23<00:00,  2.14it/s]\nEpoch 0: |          | 5317/? [41:23<00:00,  2.14it/s]\nEpoch 0: |          | 5317/? [41:23<00:00,  2.14it/s]\nEpoch 0: |          | 5318/? [41:24<00:00,  2.14it/s]\nEpoch 0: |          | 5318/? [41:24<00:00,  2.14it/s]\nEpoch 0: |          | 5319/? [41:24<00:00,  2.14it/s]\nEpoch 0: |          | 5319/? [41:24<00:00,  2.14it/s]\nEpoch 0: |          | 5320/? [41:24<00:00,  2.14it/s]\nEpoch 0: |          | 5320/? [41:24<00:00,  2.14it/s]\nEpoch 0: |          | 5321/? [41:24<00:00,  2.14it/s]\nEpoch 0: |          | 5321/? [41:24<00:00,  2.14it/s]\nEpoch 0: |          | 5322/? [41:25<00:00,  2.14it/s]\nEpoch 0: |          | 5322/? [41:25<00:00,  2.14it/s]\nEpoch 0: |          | 5323/? [41:25<00:00,  2.14it/s]\nEpoch 0: |          | 5323/? [41:25<00:00,  2.14it/s]\nEpoch 0: |          | 5324/? [41:25<00:00,  2.14it/s]\nEpoch 0: |          | 5324/? [41:25<00:00,  2.14it/s]\nEpoch 0: |          | 5325/? [41:26<00:00,  2.14it/s]\nEpoch 0: |          | 5325/? [41:26<00:00,  2.14it/s]\nEpoch 0: |          | 5326/? [41:26<00:00,  2.14it/s]\nEpoch 0: |          | 5326/? [41:26<00:00,  2.14it/s]\nEpoch 0: |          | 5327/? [41:26<00:00,  2.14it/s]\nEpoch 0: |          | 5327/? [41:26<00:00,  2.14it/s]\nEpoch 0: |          | 5328/? [41:27<00:00,  2.14it/s]\nEpoch 0: |          | 5328/? [41:27<00:00,  2.14it/s]\nEpoch 0: |          | 5329/? [41:27<00:00,  2.14it/s]\nEpoch 0: |          | 5329/? [41:27<00:00,  2.14it/s]\nEpoch 0: |          | 5330/? [41:27<00:00,  2.14it/s]\nEpoch 0: |          | 5330/? [41:27<00:00,  2.14it/s]\nEpoch 0: |          | 5331/? [41:27<00:00,  2.14it/s]\nEpoch 0: |          | 5331/? [41:27<00:00,  2.14it/s]\nEpoch 0: |          | 5332/? [41:28<00:00,  2.14it/s]\nEpoch 0: |          | 5332/? [41:28<00:00,  2.14it/s]\nEpoch 0: |          | 5333/? [41:28<00:00,  2.14it/s]\nEpoch 0: |          | 5333/? [41:28<00:00,  2.14it/s]\nEpoch 0: |          | 5334/? [41:28<00:00,  2.14it/s]\nEpoch 0: |          | 5334/? [41:28<00:00,  2.14it/s]\nEpoch 0: |          | 5335/? [41:29<00:00,  2.14it/s]\nEpoch 0: |          | 5335/? [41:29<00:00,  2.14it/s]\nEpoch 0: |          | 5336/? [41:29<00:00,  2.14it/s]\nEpoch 0: |          | 5336/? [41:29<00:00,  2.14it/s]\nEpoch 0: |          | 5337/? [41:29<00:00,  2.14it/s]\nEpoch 0: |          | 5337/? [41:29<00:00,  2.14it/s]\nEpoch 0: |          | 5338/? [41:30<00:00,  2.14it/s]\nEpoch 0: |          | 5338/? [41:30<00:00,  2.14it/s]\nEpoch 0: |          | 5339/? [41:30<00:00,  2.14it/s]\nEpoch 0: |          | 5339/? [41:30<00:00,  2.14it/s]\nEpoch 0: |          | 5340/? [41:30<00:00,  2.14it/s]\nEpoch 0: |          | 5340/? [41:30<00:00,  2.14it/s]\nEpoch 0: |          | 5341/? [41:30<00:00,  2.14it/s]\nEpoch 0: |          | 5341/? [41:30<00:00,  2.14it/s]\nEpoch 0: |          | 5342/? [41:31<00:00,  2.14it/s]\nEpoch 0: |          | 5342/? [41:31<00:00,  2.14it/s]\nEpoch 0: |          | 5343/? [41:31<00:00,  2.14it/s]\nEpoch 0: |          | 5343/? [41:31<00:00,  2.14it/s]\nEpoch 0: |          | 5344/? [41:31<00:00,  2.14it/s]\nEpoch 0: |          | 5344/? [41:31<00:00,  2.14it/s]\nEpoch 0: |          | 5345/? [41:32<00:00,  2.14it/s]\nEpoch 0: |          | 5345/? [41:32<00:00,  2.14it/s]\nEpoch 0: |          | 5346/? [41:32<00:00,  2.14it/s]\nEpoch 0: |          | 5346/? [41:32<00:00,  2.14it/s]\nEpoch 0: |          | 5347/? [41:32<00:00,  2.15it/s]\nEpoch 0: |          | 5347/? [41:32<00:00,  2.15it/s]\nEpoch 0: |          | 5348/? [41:32<00:00,  2.15it/s]\nEpoch 0: |          | 5348/? [41:32<00:00,  2.15it/s]\nEpoch 0: |          | 5349/? [41:33<00:00,  2.15it/s]\nEpoch 0: |          | 5349/? [41:33<00:00,  2.15it/s]\nEpoch 0: |          | 5350/? [41:33<00:00,  2.15it/s]\nEpoch 0: |          | 5350/? [41:33<00:00,  2.15it/s]\nEpoch 0: |          | 5351/? [41:33<00:00,  2.15it/s]\nEpoch 0: |          | 5351/? [41:33<00:00,  2.15it/s]\nEpoch 0: |          | 5352/? [41:34<00:00,  2.15it/s]\nEpoch 0: |          | 5352/? [41:34<00:00,  2.15it/s]\nEpoch 0: |          | 5353/? [41:34<00:00,  2.15it/s]\nEpoch 0: |          | 5353/? [41:34<00:00,  2.15it/s]\nEpoch 0: |          | 5354/? [41:34<00:00,  2.15it/s]\nEpoch 0: |          | 5354/? [41:34<00:00,  2.15it/s]\nEpoch 0: |          | 5355/? [41:35<00:00,  2.15it/s]\nEpoch 0: |          | 5355/? [41:35<00:00,  2.15it/s]\nEpoch 0: |          | 5356/? [41:35<00:00,  2.15it/s]\nEpoch 0: |          | 5356/? [41:35<00:00,  2.15it/s]\nEpoch 0: |          | 5357/? [41:35<00:00,  2.15it/s]\nEpoch 0: |          | 5357/? [41:35<00:00,  2.15it/s]\nEpoch 0: |          | 5358/? [41:35<00:00,  2.15it/s]\nEpoch 0: |          | 5358/? [41:36<00:00,  2.15it/s]\nEpoch 0: |          | 5359/? [41:36<00:00,  2.15it/s]\nEpoch 0: |          | 5359/? [41:36<00:00,  2.15it/s]\nEpoch 0: |          | 5360/? [41:36<00:00,  2.15it/s]\nEpoch 0: |          | 5360/? [41:36<00:00,  2.15it/s]\nEpoch 0: |          | 5361/? [41:36<00:00,  2.15it/s]\nEpoch 0: |          | 5361/? [41:36<00:00,  2.15it/s]\nEpoch 0: |          | 5362/? [41:37<00:00,  2.15it/s]\nEpoch 0: |          | 5362/? [41:37<00:00,  2.15it/s]\nEpoch 0: |          | 5363/? [41:37<00:00,  2.15it/s]\nEpoch 0: |          | 5363/? [41:37<00:00,  2.15it/s]\nEpoch 0: |          | 5364/? [41:37<00:00,  2.15it/s]\nEpoch 0: |          | 5364/? [41:37<00:00,  2.15it/s]\nEpoch 0: |          | 5365/? [41:38<00:00,  2.15it/s]\nEpoch 0: |          | 5365/? [41:38<00:00,  2.15it/s]\nEpoch 0: |          | 5366/? [41:38<00:00,  2.15it/s]\nEpoch 0: |          | 5366/? [41:38<00:00,  2.15it/s]\nEpoch 0: |          | 5367/? [41:38<00:00,  2.15it/s]\nEpoch 0: |          | 5367/? [41:38<00:00,  2.15it/s]\nEpoch 0: |          | 5368/? [41:39<00:00,  2.15it/s]\nEpoch 0: |          | 5368/? [41:39<00:00,  2.15it/s]\nEpoch 0: |          | 5369/? [41:39<00:00,  2.15it/s]\nEpoch 0: |          | 5369/? [41:39<00:00,  2.15it/s]\nEpoch 0: |          | 5370/? [41:39<00:00,  2.15it/s]\nEpoch 0: |          | 5370/? [41:39<00:00,  2.15it/s]\nEpoch 0: |          | 5371/? [41:39<00:00,  2.15it/s]\nEpoch 0: |          | 5371/? [41:39<00:00,  2.15it/s]\nEpoch 0: |          | 5372/? [41:40<00:00,  2.15it/s]\nEpoch 0: |          | 5372/? [41:40<00:00,  2.15it/s]\nEpoch 0: |          | 5373/? [41:40<00:00,  2.15it/s]\nEpoch 0: |          | 5373/? [41:40<00:00,  2.15it/s]\nEpoch 0: |          | 5374/? [41:40<00:00,  2.15it/s]\nEpoch 0: |          | 5374/? [41:40<00:00,  2.15it/s]\nEpoch 0: |          | 5375/? [41:41<00:00,  2.15it/s]\nEpoch 0: |          | 5375/? [41:41<00:00,  2.15it/s]\nEpoch 0: |          | 5376/? [41:41<00:00,  2.15it/s]\nEpoch 0: |          | 5376/? [41:41<00:00,  2.15it/s]\nEpoch 0: |          | 5377/? [41:41<00:00,  2.15it/s]\nEpoch 0: |          | 5377/? [41:41<00:00,  2.15it/s]\nEpoch 0: |          | 5378/? [41:42<00:00,  2.15it/s]\nEpoch 0: |          | 5378/? [41:42<00:00,  2.15it/s]\nEpoch 0: |          | 5379/? [41:42<00:00,  2.15it/s]\nEpoch 0: |          | 5379/? [41:42<00:00,  2.15it/s]\nEpoch 0: |          | 5380/? [41:42<00:00,  2.15it/s]\nEpoch 0: |          | 5380/? [41:42<00:00,  2.15it/s]\nEpoch 0: |          | 5381/? [41:42<00:00,  2.15it/s]\nEpoch 0: |          | 5381/? [41:42<00:00,  2.15it/s]\nEpoch 0: |          | 5382/? [41:43<00:00,  2.15it/s]\nEpoch 0: |          | 5382/? [41:43<00:00,  2.15it/s]\nEpoch 0: |          | 5383/? [41:43<00:00,  2.15it/s]\nEpoch 0: |          | 5383/? [41:43<00:00,  2.15it/s]\nEpoch 0: |          | 5384/? [41:43<00:00,  2.15it/s]\nEpoch 0: |          | 5384/? [41:43<00:00,  2.15it/s]\nEpoch 0: |          | 5385/? [41:44<00:00,  2.15it/s]\nEpoch 0: |          | 5385/? [41:44<00:00,  2.15it/s]\nEpoch 0: |          | 5386/? [41:44<00:00,  2.15it/s]\nEpoch 0: |          | 5386/? [41:44<00:00,  2.15it/s]\nEpoch 0: |          | 5387/? [41:44<00:00,  2.15it/s]\nEpoch 0: |          | 5387/? [41:44<00:00,  2.15it/s]\nEpoch 0: |          | 5388/? [41:45<00:00,  2.15it/s]\nEpoch 0: |          | 5388/? [41:45<00:00,  2.15it/s]\nEpoch 0: |          | 5389/? [41:45<00:00,  2.15it/s]\nEpoch 0: |          | 5389/? [41:45<00:00,  2.15it/s]\nEpoch 0: |          | 5390/? [41:45<00:00,  2.15it/s]\nEpoch 0: |          | 5390/? [41:45<00:00,  2.15it/s]\nEpoch 0: |          | 5391/? [41:45<00:00,  2.15it/s]\nEpoch 0: |          | 5391/? [41:45<00:00,  2.15it/s]\nEpoch 0: |          | 5392/? [41:46<00:00,  2.15it/s]\nEpoch 0: |          | 5392/? [41:46<00:00,  2.15it/s]\nEpoch 0: |          | 5393/? [41:46<00:00,  2.15it/s]\nEpoch 0: |          | 5393/? [41:46<00:00,  2.15it/s]\nEpoch 0: |          | 5394/? [41:46<00:00,  2.15it/s]\nEpoch 0: |          | 5394/? [41:46<00:00,  2.15it/s]\nEpoch 0: |          | 5395/? [41:47<00:00,  2.15it/s]\nEpoch 0: |          | 5395/? [41:47<00:00,  2.15it/s]\nEpoch 0: |          | 5396/? [41:47<00:00,  2.15it/s]\nEpoch 0: |          | 5396/? [41:47<00:00,  2.15it/s]\nEpoch 0: |          | 5397/? [41:47<00:00,  2.15it/s]\nEpoch 0: |          | 5397/? [41:47<00:00,  2.15it/s]\nEpoch 0: |          | 5398/? [41:48<00:00,  2.15it/s]\nEpoch 0: |          | 5398/? [41:48<00:00,  2.15it/s]\nEpoch 0: |          | 5399/? [41:48<00:00,  2.15it/s]\nEpoch 0: |          | 5399/? [41:48<00:00,  2.15it/s]\nEpoch 0: |          | 5400/? [41:48<00:00,  2.15it/s]\nEpoch 0: |          | 5400/? [41:48<00:00,  2.15it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.62it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 11.35it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 11.82it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 11.66it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 5400/? [41:49<00:00,  2.15it/s]\nEpoch 0: |          | 5401/? [41:49<00:00,  2.15it/s]\nEpoch 0: |          | 5401/? [41:49<00:00,  2.15it/s]\nEpoch 0: |          | 5402/? [41:49<00:00,  2.15it/s]\nEpoch 0: |          | 5402/? [41:49<00:00,  2.15it/s]\nEpoch 0: |          | 5403/? [41:49<00:00,  2.15it/s]\nEpoch 0: |          | 5403/? [41:49<00:00,  2.15it/s]\nEpoch 0: |          | 5404/? [41:50<00:00,  2.15it/s]\nEpoch 0: |          | 5404/? [41:50<00:00,  2.15it/s]\nEpoch 0: |          | 5405/? [41:50<00:00,  2.15it/s]\nEpoch 0: |          | 5405/? [41:50<00:00,  2.15it/s]\nEpoch 0: |          | 5406/? [41:50<00:00,  2.15it/s]\nEpoch 0: |          | 5406/? [41:50<00:00,  2.15it/s]\nEpoch 0: |          | 5407/? [41:51<00:00,  2.15it/s]\nEpoch 0: |          | 5407/? [41:51<00:00,  2.15it/s]\nEpoch 0: |          | 5408/? [41:51<00:00,  2.15it/s]\nEpoch 0: |          | 5408/? [41:51<00:00,  2.15it/s]\nEpoch 0: |          | 5409/? [41:51<00:00,  2.15it/s]\nEpoch 0: |          | 5409/? [41:51<00:00,  2.15it/s]\nEpoch 0: |          | 5410/? [41:52<00:00,  2.15it/s]\nEpoch 0: |          | 5410/? [41:52<00:00,  2.15it/s]\nEpoch 0: |          | 5411/? [41:52<00:00,  2.15it/s]\nEpoch 0: |          | 5411/? [41:52<00:00,  2.15it/s]\nEpoch 0: |          | 5412/? [41:52<00:00,  2.15it/s]\nEpoch 0: |          | 5412/? [41:52<00:00,  2.15it/s]\nEpoch 0: |          | 5413/? [41:52<00:00,  2.15it/s]\nEpoch 0: |          | 5413/? [41:52<00:00,  2.15it/s]\nEpoch 0: |          | 5414/? [41:53<00:00,  2.15it/s]\nEpoch 0: |          | 5414/? [41:53<00:00,  2.15it/s]\nEpoch 0: |          | 5415/? [41:53<00:00,  2.15it/s]\nEpoch 0: |          | 5415/? [41:53<00:00,  2.15it/s]\nEpoch 0: |          | 5416/? [41:53<00:00,  2.15it/s]\nEpoch 0: |          | 5416/? [41:53<00:00,  2.15it/s]\nEpoch 0: |          | 5417/? [41:54<00:00,  2.15it/s]\nEpoch 0: |          | 5417/? [41:54<00:00,  2.15it/s]\nEpoch 0: |          | 5418/? [41:54<00:00,  2.15it/s]\nEpoch 0: |          | 5418/? [41:54<00:00,  2.15it/s]\nEpoch 0: |          | 5419/? [41:54<00:00,  2.15it/s]\nEpoch 0: |          | 5419/? [41:54<00:00,  2.15it/s]\nEpoch 0: |          | 5420/? [41:54<00:00,  2.16it/s]\nEpoch 0: |          | 5420/? [41:54<00:00,  2.16it/s]\nEpoch 0: |          | 5421/? [41:55<00:00,  2.16it/s]\nEpoch 0: |          | 5421/? [41:55<00:00,  2.16it/s]\nEpoch 0: |          | 5422/? [41:55<00:00,  2.16it/s]\nEpoch 0: |          | 5422/? [41:55<00:00,  2.16it/s]\nEpoch 0: |          | 5423/? [41:55<00:00,  2.16it/s]\nEpoch 0: |          | 5423/? [41:55<00:00,  2.16it/s]\nEpoch 0: |          | 5424/? [41:56<00:00,  2.16it/s]\nEpoch 0: |          | 5424/? [41:56<00:00,  2.16it/s]\nEpoch 0: |          | 5425/? [41:56<00:00,  2.16it/s]\nEpoch 0: |          | 5425/? [41:56<00:00,  2.16it/s]\nEpoch 0: |          | 5426/? [41:56<00:00,  2.16it/s]\nEpoch 0: |          | 5426/? [41:56<00:00,  2.16it/s]\nEpoch 0: |          | 5427/? [41:56<00:00,  2.16it/s]\nEpoch 0: |          | 5427/? [41:56<00:00,  2.16it/s]\nEpoch 0: |          | 5428/? [41:57<00:00,  2.16it/s]\nEpoch 0: |          | 5428/? [41:57<00:00,  2.16it/s]\nEpoch 0: |          | 5429/? [41:57<00:00,  2.16it/s]\nEpoch 0: |          | 5429/? [41:57<00:00,  2.16it/s]\nEpoch 0: |          | 5430/? [41:57<00:00,  2.16it/s]\nEpoch 0: |          | 5430/? [41:57<00:00,  2.16it/s]\nEpoch 0: |          | 5431/? [41:58<00:00,  2.16it/s]\nEpoch 0: |          | 5431/? [41:58<00:00,  2.16it/s]\nEpoch 0: |          | 5432/? [41:58<00:00,  2.16it/s]\nEpoch 0: |          | 5432/? [41:58<00:00,  2.16it/s]\nEpoch 0: |          | 5433/? [41:58<00:00,  2.16it/s]\nEpoch 0: |          | 5433/? [41:58<00:00,  2.16it/s]\nEpoch 0: |          | 5434/? [41:59<00:00,  2.16it/s]\nEpoch 0: |          | 5434/? [41:59<00:00,  2.16it/s]\nEpoch 0: |          | 5435/? [41:59<00:00,  2.16it/s]\nEpoch 0: |          | 5435/? [41:59<00:00,  2.16it/s]\nEpoch 0: |          | 5436/? [41:59<00:00,  2.16it/s]\nEpoch 0: |          | 5436/? [41:59<00:00,  2.16it/s]\nEpoch 0: |          | 5437/? [41:59<00:00,  2.16it/s]\nEpoch 0: |          | 5437/? [41:59<00:00,  2.16it/s]\nEpoch 0: |          | 5438/? [42:00<00:00,  2.16it/s]\nEpoch 0: |          | 5438/? [42:00<00:00,  2.16it/s]\nEpoch 0: |          | 5439/? [42:00<00:00,  2.16it/s]\nEpoch 0: |          | 5439/? [42:00<00:00,  2.16it/s]\nEpoch 0: |          | 5440/? [42:00<00:00,  2.16it/s]\nEpoch 0: |          | 5440/? [42:00<00:00,  2.16it/s]\nEpoch 0: |          | 5441/? [42:01<00:00,  2.16it/s]\nEpoch 0: |          | 5441/? [42:01<00:00,  2.16it/s]\nEpoch 0: |          | 5442/? [42:01<00:00,  2.16it/s]\nEpoch 0: |          | 5442/? [42:01<00:00,  2.16it/s]\nEpoch 0: |          | 5443/? [42:01<00:00,  2.16it/s]\nEpoch 0: |          | 5443/? [42:01<00:00,  2.16it/s]\nEpoch 0: |          | 5444/? [42:01<00:00,  2.16it/s]\nEpoch 0: |          | 5444/? [42:01<00:00,  2.16it/s]\nEpoch 0: |          | 5445/? [42:02<00:00,  2.16it/s]\nEpoch 0: |          | 5445/? [42:02<00:00,  2.16it/s]\nEpoch 0: |          | 5446/? [42:02<00:00,  2.16it/s]\nEpoch 0: |          | 5446/? [42:02<00:00,  2.16it/s]\nEpoch 0: |          | 5447/? [42:02<00:00,  2.16it/s]\nEpoch 0: |          | 5447/? [42:02<00:00,  2.16it/s]\nEpoch 0: |          | 5448/? [42:03<00:00,  2.16it/s]\nEpoch 0: |          | 5448/? [42:03<00:00,  2.16it/s]\nEpoch 0: |          | 5449/? [42:03<00:00,  2.16it/s]\nEpoch 0: |          | 5449/? [42:03<00:00,  2.16it/s]\nEpoch 0: |          | 5450/? [42:03<00:00,  2.16it/s]\nEpoch 0: |          | 5450/? [42:03<00:00,  2.16it/s]\nEpoch 0: |          | 5451/? [42:03<00:00,  2.16it/s]\nEpoch 0: |          | 5451/? [42:03<00:00,  2.16it/s]\nEpoch 0: |          | 5452/? [42:04<00:00,  2.16it/s]\nEpoch 0: |          | 5452/? [42:04<00:00,  2.16it/s]\nEpoch 0: |          | 5453/? [42:04<00:00,  2.16it/s]\nEpoch 0: |          | 5453/? [42:04<00:00,  2.16it/s]\nEpoch 0: |          | 5454/? [42:04<00:00,  2.16it/s]\nEpoch 0: |          | 5454/? [42:04<00:00,  2.16it/s]\nEpoch 0: |          | 5455/? [42:05<00:00,  2.16it/s]\nEpoch 0: |          | 5455/? [42:05<00:00,  2.16it/s]\nEpoch 0: |          | 5456/? [42:05<00:00,  2.16it/s]\nEpoch 0: |          | 5456/? [42:05<00:00,  2.16it/s]\nEpoch 0: |          | 5457/? [42:05<00:00,  2.16it/s]\nEpoch 0: |          | 5457/? [42:05<00:00,  2.16it/s]\nEpoch 0: |          | 5458/? [42:05<00:00,  2.16it/s]\nEpoch 0: |          | 5458/? [42:05<00:00,  2.16it/s]\nEpoch 0: |          | 5459/? [42:06<00:00,  2.16it/s]\nEpoch 0: |          | 5459/? [42:06<00:00,  2.16it/s]\nEpoch 0: |          | 5460/? [42:06<00:00,  2.16it/s]\nEpoch 0: |          | 5460/? [42:06<00:00,  2.16it/s]\nEpoch 0: |          | 5461/? [42:06<00:00,  2.16it/s]\nEpoch 0: |          | 5461/? [42:06<00:00,  2.16it/s]\nEpoch 0: |          | 5462/? [42:07<00:00,  2.16it/s]\nEpoch 0: |          | 5462/? [42:07<00:00,  2.16it/s]\nEpoch 0: |          | 5463/? [42:07<00:00,  2.16it/s]\nEpoch 0: |          | 5463/? [42:07<00:00,  2.16it/s]\nEpoch 0: |          | 5464/? [42:07<00:00,  2.16it/s]\nEpoch 0: |          | 5464/? [42:07<00:00,  2.16it/s]\nEpoch 0: |          | 5465/? [42:08<00:00,  2.16it/s]\nEpoch 0: |          | 5465/? [42:08<00:00,  2.16it/s]\nEpoch 0: |          | 5466/? [42:08<00:00,  2.16it/s]\nEpoch 0: |          | 5466/? [42:08<00:00,  2.16it/s]\nEpoch 0: |          | 5467/? [42:08<00:00,  2.16it/s]\nEpoch 0: |          | 5467/? [42:08<00:00,  2.16it/s]\nEpoch 0: |          | 5468/? [42:08<00:00,  2.16it/s]\nEpoch 0: |          | 5468/? [42:08<00:00,  2.16it/s]\nEpoch 0: |          | 5469/? [42:09<00:00,  2.16it/s]\nEpoch 0: |          | 5469/? [42:09<00:00,  2.16it/s]\nEpoch 0: |          | 5470/? [42:09<00:00,  2.16it/s]\nEpoch 0: |          | 5470/? [42:09<00:00,  2.16it/s]\nEpoch 0: |          | 5471/? [42:09<00:00,  2.16it/s]\nEpoch 0: |          | 5471/? [42:09<00:00,  2.16it/s]\nEpoch 0: |          | 5472/? [42:10<00:00,  2.16it/s]\nEpoch 0: |          | 5472/? [42:10<00:00,  2.16it/s]\nEpoch 0: |          | 5473/? [42:10<00:00,  2.16it/s]\nEpoch 0: |          | 5473/? [42:10<00:00,  2.16it/s]\nEpoch 0: |          | 5474/? [42:10<00:00,  2.16it/s]\nEpoch 0: |          | 5474/? [42:10<00:00,  2.16it/s]\nEpoch 0: |          | 5475/? [42:11<00:00,  2.16it/s]\nEpoch 0: |          | 5475/? [42:11<00:00,  2.16it/s]\nEpoch 0: |          | 5476/? [42:11<00:00,  2.16it/s]\nEpoch 0: |          | 5476/? [42:11<00:00,  2.16it/s]\nEpoch 0: |          | 5477/? [42:11<00:00,  2.16it/s]\nEpoch 0: |          | 5477/? [42:11<00:00,  2.16it/s]\nEpoch 0: |          | 5478/? [42:11<00:00,  2.16it/s]\nEpoch 0: |          | 5478/? [42:11<00:00,  2.16it/s]\nEpoch 0: |          | 5479/? [42:12<00:00,  2.16it/s]\nEpoch 0: |          | 5479/? [42:12<00:00,  2.16it/s]\nEpoch 0: |          | 5480/? [42:12<00:00,  2.16it/s]\nEpoch 0: |          | 5480/? [42:12<00:00,  2.16it/s]\nEpoch 0: |          | 5481/? [42:12<00:00,  2.16it/s]\nEpoch 0: |          | 5481/? [42:12<00:00,  2.16it/s]\nEpoch 0: |          | 5482/? [42:13<00:00,  2.16it/s]\nEpoch 0: |          | 5482/? [42:13<00:00,  2.16it/s]\nEpoch 0: |          | 5483/? [42:13<00:00,  2.16it/s]\nEpoch 0: |          | 5483/? [42:13<00:00,  2.16it/s]\nEpoch 0: |          | 5484/? [42:13<00:00,  2.16it/s]\nEpoch 0: |          | 5484/? [42:13<00:00,  2.16it/s]\nEpoch 0: |          | 5485/? [42:14<00:00,  2.16it/s]\nEpoch 0: |          | 5485/? [42:14<00:00,  2.16it/s]\nEpoch 0: |          | 5486/? [42:14<00:00,  2.16it/s]\nEpoch 0: |          | 5486/? [42:14<00:00,  2.16it/s]\nEpoch 0: |          | 5487/? [42:14<00:00,  2.16it/s]\nEpoch 0: |          | 5487/? [42:14<00:00,  2.16it/s]\nEpoch 0: |          | 5488/? [42:14<00:00,  2.16it/s]\nEpoch 0: |          | 5488/? [42:14<00:00,  2.16it/s]\nEpoch 0: |          | 5489/? [42:15<00:00,  2.17it/s]\nEpoch 0: |          | 5489/? [42:15<00:00,  2.17it/s]\nEpoch 0: |          | 5490/? [42:15<00:00,  2.17it/s]\nEpoch 0: |          | 5490/? [42:15<00:00,  2.17it/s]\nEpoch 0: |          | 5491/? [42:15<00:00,  2.17it/s]\nEpoch 0: |          | 5491/? [42:15<00:00,  2.17it/s]\nEpoch 0: |          | 5492/? [42:16<00:00,  2.17it/s]\nEpoch 0: |          | 5492/? [42:16<00:00,  2.17it/s]\nEpoch 0: |          | 5493/? [42:16<00:00,  2.17it/s]\nEpoch 0: |          | 5493/? [42:16<00:00,  2.17it/s]\nEpoch 0: |          | 5494/? [42:16<00:00,  2.17it/s]\nEpoch 0: |          | 5494/? [42:16<00:00,  2.17it/s]\nEpoch 0: |          | 5495/? [42:16<00:00,  2.17it/s]\nEpoch 0: |          | 5495/? [42:16<00:00,  2.17it/s]\nEpoch 0: |          | 5496/? [42:17<00:00,  2.17it/s]\nEpoch 0: |          | 5496/? [42:17<00:00,  2.17it/s]\nEpoch 0: |          | 5497/? [42:17<00:00,  2.17it/s]\nEpoch 0: |          | 5497/? [42:17<00:00,  2.17it/s]\nEpoch 0: |          | 5498/? [42:17<00:00,  2.17it/s]\nEpoch 0: |          | 5498/? [42:17<00:00,  2.17it/s]\nEpoch 0: |          | 5499/? [42:18<00:00,  2.17it/s]\nEpoch 0: |          | 5499/? [42:18<00:00,  2.17it/s]\nEpoch 0: |          | 5500/? [42:18<00:00,  2.17it/s]\nEpoch 0: |          | 5500/? [42:18<00:00,  2.17it/s]\nEpoch 0: |          | 5501/? [42:18<00:00,  2.17it/s]\nEpoch 0: |          | 5501/? [42:18<00:00,  2.17it/s]\nEpoch 0: |          | 5502/? [42:19<00:00,  2.17it/s]\nEpoch 0: |          | 5502/? [42:19<00:00,  2.17it/s]\nEpoch 0: |          | 5503/? [42:19<00:00,  2.17it/s]\nEpoch 0: |          | 5503/? [42:19<00:00,  2.17it/s]\nEpoch 0: |          | 5504/? [42:19<00:00,  2.17it/s]\nEpoch 0: |          | 5504/? [42:19<00:00,  2.17it/s]\nEpoch 0: |          | 5505/? [42:19<00:00,  2.17it/s]\nEpoch 0: |          | 5505/? [42:19<00:00,  2.17it/s]\nEpoch 0: |          | 5506/? [42:20<00:00,  2.17it/s]\nEpoch 0: |          | 5506/? [42:20<00:00,  2.17it/s]\nEpoch 0: |          | 5507/? [42:20<00:00,  2.17it/s]\nEpoch 0: |          | 5507/? [42:20<00:00,  2.17it/s]\nEpoch 0: |          | 5508/? [42:20<00:00,  2.17it/s]\nEpoch 0: |          | 5508/? [42:20<00:00,  2.17it/s]\nEpoch 0: |          | 5509/? [42:21<00:00,  2.17it/s]\nEpoch 0: |          | 5509/? [42:21<00:00,  2.17it/s]\nEpoch 0: |          | 5510/? [42:21<00:00,  2.17it/s]\nEpoch 0: |          | 5510/? [42:21<00:00,  2.17it/s]\nEpoch 0: |          | 5511/? [42:21<00:00,  2.17it/s]\nEpoch 0: |          | 5511/? [42:21<00:00,  2.17it/s]\nEpoch 0: |          | 5512/? [42:22<00:00,  2.17it/s]\nEpoch 0: |          | 5512/? [42:22<00:00,  2.17it/s]\nEpoch 0: |          | 5513/? [42:22<00:00,  2.17it/s]\nEpoch 0: |          | 5513/? [42:22<00:00,  2.17it/s]\nEpoch 0: |          | 5514/? [42:22<00:00,  2.17it/s]\nEpoch 0: |          | 5514/? [42:22<00:00,  2.17it/s]\nEpoch 0: |          | 5515/? [42:22<00:00,  2.17it/s]\nEpoch 0: |          | 5515/? [42:22<00:00,  2.17it/s]\nEpoch 0: |          | 5516/? [42:23<00:00,  2.17it/s]\nEpoch 0: |          | 5516/? [42:23<00:00,  2.17it/s]\nEpoch 0: |          | 5517/? [42:23<00:00,  2.17it/s]\nEpoch 0: |          | 5517/? [42:23<00:00,  2.17it/s]\nEpoch 0: |          | 5518/? [42:23<00:00,  2.17it/s]\nEpoch 0: |          | 5518/? [42:23<00:00,  2.17it/s]\nEpoch 0: |          | 5519/? [42:24<00:00,  2.17it/s]\nEpoch 0: |          | 5519/? [42:24<00:00,  2.17it/s]\nEpoch 0: |          | 5520/? [42:24<00:00,  2.17it/s]\nEpoch 0: |          | 5520/? [42:24<00:00,  2.17it/s]\nEpoch 0: |          | 5521/? [42:24<00:00,  2.17it/s]\nEpoch 0: |          | 5521/? [42:24<00:00,  2.17it/s]\nEpoch 0: |          | 5522/? [42:25<00:00,  2.17it/s]\nEpoch 0: |          | 5522/? [42:25<00:00,  2.17it/s]\nEpoch 0: |          | 5523/? [42:25<00:00,  2.17it/s]\nEpoch 0: |          | 5523/? [42:25<00:00,  2.17it/s]\nEpoch 0: |          | 5524/? [42:25<00:00,  2.17it/s]\nEpoch 0: |          | 5524/? [42:25<00:00,  2.17it/s]\nEpoch 0: |          | 5525/? [42:25<00:00,  2.17it/s]\nEpoch 0: |          | 5525/? [42:25<00:00,  2.17it/s]\nEpoch 0: |          | 5526/? [42:26<00:00,  2.17it/s]\nEpoch 0: |          | 5526/? [42:26<00:00,  2.17it/s]\nEpoch 0: |          | 5527/? [42:26<00:00,  2.17it/s]\nEpoch 0: |          | 5527/? [42:26<00:00,  2.17it/s]\nEpoch 0: |          | 5528/? [42:26<00:00,  2.17it/s]\nEpoch 0: |          | 5528/? [42:26<00:00,  2.17it/s]\nEpoch 0: |          | 5529/? [42:27<00:00,  2.17it/s]\nEpoch 0: |          | 5529/? [42:27<00:00,  2.17it/s]\nEpoch 0: |          | 5530/? [42:27<00:00,  2.17it/s]\nEpoch 0: |          | 5530/? [42:27<00:00,  2.17it/s]\nEpoch 0: |          | 5531/? [42:27<00:00,  2.17it/s]\nEpoch 0: |          | 5531/? [42:27<00:00,  2.17it/s]\nEpoch 0: |          | 5532/? [42:28<00:00,  2.17it/s]\nEpoch 0: |          | 5532/? [42:28<00:00,  2.17it/s]\nEpoch 0: |          | 5533/? [42:28<00:00,  2.17it/s]\nEpoch 0: |          | 5533/? [42:28<00:00,  2.17it/s]\nEpoch 0: |          | 5534/? [42:28<00:00,  2.17it/s]\nEpoch 0: |          | 5534/? [42:28<00:00,  2.17it/s]\nEpoch 0: |          | 5535/? [42:28<00:00,  2.17it/s]\nEpoch 0: |          | 5535/? [42:28<00:00,  2.17it/s]\nEpoch 0: |          | 5536/? [42:29<00:00,  2.17it/s]\nEpoch 0: |          | 5536/? [42:29<00:00,  2.17it/s]\nEpoch 0: |          | 5537/? [42:29<00:00,  2.17it/s]\nEpoch 0: |          | 5537/? [42:29<00:00,  2.17it/s]\nEpoch 0: |          | 5538/? [42:29<00:00,  2.17it/s]\nEpoch 0: |          | 5538/? [42:29<00:00,  2.17it/s]\nEpoch 0: |          | 5539/? [42:30<00:00,  2.17it/s]\nEpoch 0: |          | 5539/? [42:30<00:00,  2.17it/s]\nEpoch 0: |          | 5540/? [42:30<00:00,  2.17it/s]\nEpoch 0: |          | 5540/? [42:30<00:00,  2.17it/s]\nEpoch 0: |          | 5541/? [42:30<00:00,  2.17it/s]\nEpoch 0: |          | 5541/? [42:30<00:00,  2.17it/s]\nEpoch 0: |          | 5542/? [42:30<00:00,  2.17it/s]\nEpoch 0: |          | 5542/? [42:30<00:00,  2.17it/s]\nEpoch 0: |          | 5543/? [42:31<00:00,  2.17it/s]\nEpoch 0: |          | 5543/? [42:31<00:00,  2.17it/s]\nEpoch 0: |          | 5544/? [42:31<00:00,  2.17it/s]\nEpoch 0: |          | 5544/? [42:31<00:00,  2.17it/s]\nEpoch 0: |          | 5545/? [42:31<00:00,  2.17it/s]\nEpoch 0: |          | 5545/? [42:31<00:00,  2.17it/s]\nEpoch 0: |          | 5546/? [42:32<00:00,  2.17it/s]\nEpoch 0: |          | 5546/? [42:32<00:00,  2.17it/s]\nEpoch 0: |          | 5547/? [42:32<00:00,  2.17it/s]\nEpoch 0: |          | 5547/? [42:32<00:00,  2.17it/s]\nEpoch 0: |          | 5548/? [42:32<00:00,  2.17it/s]\nEpoch 0: |          | 5548/? [42:32<00:00,  2.17it/s]\nEpoch 0: |          | 5549/? [42:33<00:00,  2.17it/s]\nEpoch 0: |          | 5549/? [42:33<00:00,  2.17it/s]\nEpoch 0: |          | 5550/? [42:33<00:00,  2.17it/s]\nEpoch 0: |          | 5550/? [42:33<00:00,  2.17it/s]\nEpoch 0: |          | 5551/? [42:33<00:00,  2.17it/s]\nEpoch 0: |          | 5551/? [42:33<00:00,  2.17it/s]\nEpoch 0: |          | 5552/? [42:33<00:00,  2.17it/s]\nEpoch 0: |          | 5552/? [42:33<00:00,  2.17it/s]\nEpoch 0: |          | 5553/? [42:34<00:00,  2.17it/s]\nEpoch 0: |          | 5553/? [42:34<00:00,  2.17it/s]\nEpoch 0: |          | 5554/? [42:34<00:00,  2.17it/s]\nEpoch 0: |          | 5554/? [42:34<00:00,  2.17it/s]\nEpoch 0: |          | 5555/? [42:34<00:00,  2.17it/s]\nEpoch 0: |          | 5555/? [42:34<00:00,  2.17it/s]\nEpoch 0: |          | 5556/? [42:35<00:00,  2.17it/s]\nEpoch 0: |          | 5556/? [42:35<00:00,  2.17it/s]\nEpoch 0: |          | 5557/? [42:35<00:00,  2.17it/s]\nEpoch 0: |          | 5557/? [42:35<00:00,  2.17it/s]\nEpoch 0: |          | 5558/? [42:35<00:00,  2.17it/s]\nEpoch 0: |          | 5558/? [42:35<00:00,  2.17it/s]\nEpoch 0: |          | 5559/? [42:36<00:00,  2.17it/s]\nEpoch 0: |          | 5559/? [42:36<00:00,  2.17it/s]\nEpoch 0: |          | 5560/? [42:36<00:00,  2.18it/s]\nEpoch 0: |          | 5560/? [42:36<00:00,  2.18it/s]\nEpoch 0: |          | 5561/? [42:36<00:00,  2.18it/s]\nEpoch 0: |          | 5561/? [42:36<00:00,  2.18it/s]\nEpoch 0: |          | 5562/? [42:36<00:00,  2.18it/s]\nEpoch 0: |          | 5562/? [42:36<00:00,  2.18it/s]\nEpoch 0: |          | 5563/? [42:37<00:00,  2.18it/s]\nEpoch 0: |          | 5563/? [42:37<00:00,  2.18it/s]\nEpoch 0: |          | 5564/? [42:37<00:00,  2.18it/s]\nEpoch 0: |          | 5564/? [42:37<00:00,  2.18it/s]\nEpoch 0: |          | 5565/? [42:37<00:00,  2.18it/s]\nEpoch 0: |          | 5565/? [42:37<00:00,  2.18it/s]\nEpoch 0: |          | 5566/? [42:38<00:00,  2.18it/s]\nEpoch 0: |          | 5566/? [42:38<00:00,  2.18it/s]\nEpoch 0: |          | 5567/? [42:38<00:00,  2.18it/s]\nEpoch 0: |          | 5567/? [42:38<00:00,  2.18it/s]\nEpoch 0: |          | 5568/? [42:38<00:00,  2.18it/s]\nEpoch 0: |          | 5568/? [42:38<00:00,  2.18it/s]\nEpoch 0: |          | 5569/? [42:38<00:00,  2.18it/s]\nEpoch 0: |          | 5569/? [42:38<00:00,  2.18it/s]\nEpoch 0: |          | 5570/? [42:39<00:00,  2.18it/s]\nEpoch 0: |          | 5570/? [42:39<00:00,  2.18it/s]\nEpoch 0: |          | 5571/? [42:39<00:00,  2.18it/s]\nEpoch 0: |          | 5571/? [42:39<00:00,  2.18it/s]\nEpoch 0: |          | 5572/? [42:39<00:00,  2.18it/s]\nEpoch 0: |          | 5572/? [42:39<00:00,  2.18it/s]\nEpoch 0: |          | 5573/? [42:40<00:00,  2.18it/s]\nEpoch 0: |          | 5573/? [42:40<00:00,  2.18it/s]\nEpoch 0: |          | 5574/? [42:40<00:00,  2.18it/s]\nEpoch 0: |          | 5574/? [42:40<00:00,  2.18it/s]\nEpoch 0: |          | 5575/? [42:40<00:00,  2.18it/s]\nEpoch 0: |          | 5575/? [42:40<00:00,  2.18it/s]\nEpoch 0: |          | 5576/? [42:41<00:00,  2.18it/s]\nEpoch 0: |          | 5576/? [42:41<00:00,  2.18it/s]\nEpoch 0: |          | 5577/? [42:41<00:00,  2.18it/s]\nEpoch 0: |          | 5577/? [42:41<00:00,  2.18it/s]\nEpoch 0: |          | 5578/? [42:41<00:00,  2.18it/s]\nEpoch 0: |          | 5578/? [42:41<00:00,  2.18it/s]\nEpoch 0: |          | 5579/? [42:41<00:00,  2.18it/s]\nEpoch 0: |          | 5579/? [42:41<00:00,  2.18it/s]\nEpoch 0: |          | 5580/? [42:42<00:00,  2.18it/s]\nEpoch 0: |          | 5580/? [42:42<00:00,  2.18it/s]\nEpoch 0: |          | 5581/? [42:42<00:00,  2.18it/s]\nEpoch 0: |          | 5581/? [42:42<00:00,  2.18it/s]\nEpoch 0: |          | 5582/? [42:42<00:00,  2.18it/s]\nEpoch 0: |          | 5582/? [42:42<00:00,  2.18it/s]\nEpoch 0: |          | 5583/? [42:43<00:00,  2.18it/s]\nEpoch 0: |          | 5583/? [42:43<00:00,  2.18it/s]\nEpoch 0: |          | 5584/? [42:43<00:00,  2.18it/s]\nEpoch 0: |          | 5584/? [42:43<00:00,  2.18it/s]\nEpoch 0: |          | 5585/? [42:43<00:00,  2.18it/s]\nEpoch 0: |          | 5585/? [42:43<00:00,  2.18it/s]\nEpoch 0: |          | 5586/? [42:43<00:00,  2.18it/s]\nEpoch 0: |          | 5586/? [42:43<00:00,  2.18it/s]\nEpoch 0: |          | 5587/? [42:44<00:00,  2.18it/s]\nEpoch 0: |          | 5587/? [42:44<00:00,  2.18it/s]\nEpoch 0: |          | 5588/? [42:44<00:00,  2.18it/s]\nEpoch 0: |          | 5588/? [42:44<00:00,  2.18it/s]\nEpoch 0: |          | 5589/? [42:44<00:00,  2.18it/s]\nEpoch 0: |          | 5589/? [42:44<00:00,  2.18it/s]\nEpoch 0: |          | 5590/? [42:45<00:00,  2.18it/s]\nEpoch 0: |          | 5590/? [42:45<00:00,  2.18it/s]\nEpoch 0: |          | 5591/? [42:45<00:00,  2.18it/s]\nEpoch 0: |          | 5591/? [42:45<00:00,  2.18it/s]\nEpoch 0: |          | 5592/? [42:45<00:00,  2.18it/s]\nEpoch 0: |          | 5592/? [42:45<00:00,  2.18it/s]\nEpoch 0: |          | 5593/? [42:46<00:00,  2.18it/s]\nEpoch 0: |          | 5593/? [42:46<00:00,  2.18it/s]\nEpoch 0: |          | 5594/? [42:46<00:00,  2.18it/s]\nEpoch 0: |          | 5594/? [42:46<00:00,  2.18it/s]\nEpoch 0: |          | 5595/? [42:46<00:00,  2.18it/s]\nEpoch 0: |          | 5595/? [42:46<00:00,  2.18it/s]\nEpoch 0: |          | 5596/? [42:46<00:00,  2.18it/s]\nEpoch 0: |          | 5596/? [42:46<00:00,  2.18it/s]\nEpoch 0: |          | 5597/? [42:47<00:00,  2.18it/s]\nEpoch 0: |          | 5597/? [42:47<00:00,  2.18it/s]\nEpoch 0: |          | 5598/? [42:47<00:00,  2.18it/s]\nEpoch 0: |          | 5598/? [42:47<00:00,  2.18it/s]\nEpoch 0: |          | 5599/? [42:47<00:00,  2.18it/s]\nEpoch 0: |          | 5599/? [42:47<00:00,  2.18it/s]\nEpoch 0: |          | 5600/? [42:48<00:00,  2.18it/s]\nEpoch 0: |          | 5600/? [42:48<00:00,  2.18it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.10it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.98it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.13it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.63it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 5600/? [42:48<00:00,  2.18it/s]\nEpoch 0: |          | 5601/? [42:48<00:00,  2.18it/s]\nEpoch 0: |          | 5601/? [42:48<00:00,  2.18it/s]\nEpoch 0: |          | 5602/? [42:49<00:00,  2.18it/s]\nEpoch 0: |          | 5602/? [42:49<00:00,  2.18it/s]\nEpoch 0: |          | 5603/? [42:49<00:00,  2.18it/s]\nEpoch 0: |          | 5603/? [42:49<00:00,  2.18it/s]\nEpoch 0: |          | 5604/? [42:49<00:00,  2.18it/s]\nEpoch 0: |          | 5604/? [42:49<00:00,  2.18it/s]\nEpoch 0: |          | 5605/? [42:49<00:00,  2.18it/s]\nEpoch 0: |          | 5605/? [42:49<00:00,  2.18it/s]\nEpoch 0: |          | 5606/? [42:50<00:00,  2.18it/s]\nEpoch 0: |          | 5606/? [42:50<00:00,  2.18it/s]\nEpoch 0: |          | 5607/? [42:50<00:00,  2.18it/s]\nEpoch 0: |          | 5607/? [42:50<00:00,  2.18it/s]\nEpoch 0: |          | 5608/? [42:50<00:00,  2.18it/s]\nEpoch 0: |          | 5608/? [42:50<00:00,  2.18it/s]\nEpoch 0: |          | 5609/? [42:51<00:00,  2.18it/s]\nEpoch 0: |          | 5609/? [42:51<00:00,  2.18it/s]\nEpoch 0: |          | 5610/? [42:51<00:00,  2.18it/s]\nEpoch 0: |          | 5610/? [42:51<00:00,  2.18it/s]\nEpoch 0: |          | 5611/? [42:51<00:00,  2.18it/s]\nEpoch 0: |          | 5611/? [42:51<00:00,  2.18it/s]\nEpoch 0: |          | 5612/? [42:51<00:00,  2.18it/s]\nEpoch 0: |          | 5612/? [42:51<00:00,  2.18it/s]\nEpoch 0: |          | 5613/? [42:52<00:00,  2.18it/s]\nEpoch 0: |          | 5613/? [42:52<00:00,  2.18it/s]\nEpoch 0: |          | 5614/? [42:52<00:00,  2.18it/s]\nEpoch 0: |          | 5614/? [42:52<00:00,  2.18it/s]\nEpoch 0: |          | 5615/? [42:52<00:00,  2.18it/s]\nEpoch 0: |          | 5615/? [42:52<00:00,  2.18it/s]\nEpoch 0: |          | 5616/? [42:53<00:00,  2.18it/s]\nEpoch 0: |          | 5616/? [42:53<00:00,  2.18it/s]\nEpoch 0: |          | 5617/? [42:53<00:00,  2.18it/s]\nEpoch 0: |          | 5617/? [42:53<00:00,  2.18it/s]\nEpoch 0: |          | 5618/? [42:53<00:00,  2.18it/s]\nEpoch 0: |          | 5618/? [42:53<00:00,  2.18it/s]\nEpoch 0: |          | 5619/? [42:54<00:00,  2.18it/s]\nEpoch 0: |          | 5619/? [42:54<00:00,  2.18it/s]\nEpoch 0: |          | 5620/? [42:54<00:00,  2.18it/s]\nEpoch 0: |          | 5620/? [42:54<00:00,  2.18it/s]\nEpoch 0: |          | 5621/? [42:54<00:00,  2.18it/s]\nEpoch 0: |          | 5621/? [42:54<00:00,  2.18it/s]\nEpoch 0: |          | 5622/? [42:55<00:00,  2.18it/s]\nEpoch 0: |          | 5622/? [42:55<00:00,  2.18it/s]\nEpoch 0: |          | 5623/? [42:55<00:00,  2.18it/s]\nEpoch 0: |          | 5623/? [42:55<00:00,  2.18it/s]\nEpoch 0: |          | 5624/? [42:55<00:00,  2.18it/s]\nEpoch 0: |          | 5624/? [42:55<00:00,  2.18it/s]\nEpoch 0: |          | 5625/? [42:56<00:00,  2.18it/s]\nEpoch 0: |          | 5625/? [42:56<00:00,  2.18it/s]\nEpoch 0: |          | 5626/? [42:56<00:00,  2.18it/s]\nEpoch 0: |          | 5626/? [42:56<00:00,  2.18it/s]\nEpoch 0: |          | 5627/? [42:56<00:00,  2.18it/s]\nEpoch 0: |          | 5627/? [42:56<00:00,  2.18it/s]\nEpoch 0: |          | 5628/? [42:56<00:00,  2.18it/s]\nEpoch 0: |          | 5628/? [42:56<00:00,  2.18it/s]\nEpoch 0: |          | 5629/? [42:57<00:00,  2.18it/s]\nEpoch 0: |          | 5629/? [42:57<00:00,  2.18it/s]\nEpoch 0: |          | 5630/? [42:57<00:00,  2.18it/s]\nEpoch 0: |          | 5630/? [42:57<00:00,  2.18it/s]\nEpoch 0: |          | 5631/? [42:57<00:00,  2.18it/s]\nEpoch 0: |          | 5631/? [42:57<00:00,  2.18it/s]\nEpoch 0: |          | 5632/? [42:58<00:00,  2.18it/s]\nEpoch 0: |          | 5632/? [42:58<00:00,  2.18it/s]\nEpoch 0: |          | 5633/? [42:58<00:00,  2.18it/s]\nEpoch 0: |          | 5633/? [42:58<00:00,  2.18it/s]\nEpoch 0: |          | 5634/? [42:58<00:00,  2.18it/s]\nEpoch 0: |          | 5634/? [42:58<00:00,  2.18it/s]\nEpoch 0: |          | 5635/? [42:58<00:00,  2.19it/s]\nEpoch 0: |          | 5635/? [42:58<00:00,  2.19it/s]\nEpoch 0: |          | 5636/? [42:59<00:00,  2.19it/s]\nEpoch 0: |          | 5636/? [42:59<00:00,  2.19it/s]\nEpoch 0: |          | 5637/? [42:59<00:00,  2.19it/s]\nEpoch 0: |          | 5637/? [42:59<00:00,  2.19it/s]\nEpoch 0: |          | 5638/? [42:59<00:00,  2.19it/s]\nEpoch 0: |          | 5638/? [42:59<00:00,  2.19it/s]\nEpoch 0: |          | 5639/? [43:00<00:00,  2.19it/s]\nEpoch 0: |          | 5639/? [43:00<00:00,  2.19it/s]\nEpoch 0: |          | 5640/? [43:00<00:00,  2.19it/s]\nEpoch 0: |          | 5640/? [43:00<00:00,  2.19it/s]\nEpoch 0: |          | 5641/? [43:00<00:00,  2.19it/s]\nEpoch 0: |          | 5641/? [43:00<00:00,  2.19it/s]\nEpoch 0: |          | 5642/? [43:00<00:00,  2.19it/s]\nEpoch 0: |          | 5642/? [43:00<00:00,  2.19it/s]\nEpoch 0: |          | 5643/? [43:01<00:00,  2.19it/s]\nEpoch 0: |          | 5643/? [43:01<00:00,  2.19it/s]\nEpoch 0: |          | 5644/? [43:01<00:00,  2.19it/s]\nEpoch 0: |          | 5644/? [43:01<00:00,  2.19it/s]\nEpoch 0: |          | 5645/? [43:01<00:00,  2.19it/s]\nEpoch 0: |          | 5645/? [43:01<00:00,  2.19it/s]\nEpoch 0: |          | 5646/? [43:02<00:00,  2.19it/s]\nEpoch 0: |          | 5646/? [43:02<00:00,  2.19it/s]\nEpoch 0: |          | 5647/? [43:02<00:00,  2.19it/s]\nEpoch 0: |          | 5647/? [43:02<00:00,  2.19it/s]\nEpoch 0: |          | 5648/? [43:02<00:00,  2.19it/s]\nEpoch 0: |          | 5648/? [43:02<00:00,  2.19it/s]\nEpoch 0: |          | 5649/? [43:03<00:00,  2.19it/s]\nEpoch 0: |          | 5649/? [43:03<00:00,  2.19it/s]\nEpoch 0: |          | 5650/? [43:03<00:00,  2.19it/s]\nEpoch 0: |          | 5650/? [43:03<00:00,  2.19it/s]\nEpoch 0: |          | 5651/? [43:03<00:00,  2.19it/s]\nEpoch 0: |          | 5651/? [43:03<00:00,  2.19it/s]\nEpoch 0: |          | 5652/? [43:03<00:00,  2.19it/s]\nEpoch 0: |          | 5652/? [43:03<00:00,  2.19it/s]\nEpoch 0: |          | 5653/? [43:04<00:00,  2.19it/s]\nEpoch 0: |          | 5653/? [43:04<00:00,  2.19it/s]\nEpoch 0: |          | 5654/? [43:04<00:00,  2.19it/s]\nEpoch 0: |          | 5654/? [43:04<00:00,  2.19it/s]\nEpoch 0: |          | 5655/? [43:04<00:00,  2.19it/s]\nEpoch 0: |          | 5655/? [43:04<00:00,  2.19it/s]\nEpoch 0: |          | 5656/? [43:05<00:00,  2.19it/s]\nEpoch 0: |          | 5656/? [43:05<00:00,  2.19it/s]\nEpoch 0: |          | 5657/? [43:05<00:00,  2.19it/s]\nEpoch 0: |          | 5657/? [43:05<00:00,  2.19it/s]\nEpoch 0: |          | 5658/? [43:05<00:00,  2.19it/s]\nEpoch 0: |          | 5658/? [43:05<00:00,  2.19it/s]\nEpoch 0: |          | 5659/? [43:06<00:00,  2.19it/s]\nEpoch 0: |          | 5659/? [43:06<00:00,  2.19it/s]\nEpoch 0: |          | 5660/? [43:06<00:00,  2.19it/s]\nEpoch 0: |          | 5660/? [43:06<00:00,  2.19it/s]\nEpoch 0: |          | 5661/? [43:06<00:00,  2.19it/s]\nEpoch 0: |          | 5661/? [43:06<00:00,  2.19it/s]\nEpoch 0: |          | 5662/? [43:06<00:00,  2.19it/s]\nEpoch 0: |          | 5662/? [43:06<00:00,  2.19it/s]\nEpoch 0: |          | 5663/? [43:07<00:00,  2.19it/s]\nEpoch 0: |          | 5663/? [43:07<00:00,  2.19it/s]\nEpoch 0: |          | 5664/? [43:07<00:00,  2.19it/s]\nEpoch 0: |          | 5664/? [43:07<00:00,  2.19it/s]\nEpoch 0: |          | 5665/? [43:07<00:00,  2.19it/s]\nEpoch 0: |          | 5665/? [43:07<00:00,  2.19it/s]\nEpoch 0: |          | 5666/? [43:08<00:00,  2.19it/s]\nEpoch 0: |          | 5666/? [43:08<00:00,  2.19it/s]\nEpoch 0: |          | 5667/? [43:08<00:00,  2.19it/s]\nEpoch 0: |          | 5667/? [43:08<00:00,  2.19it/s]\nEpoch 0: |          | 5668/? [43:08<00:00,  2.19it/s]\nEpoch 0: |          | 5668/? [43:08<00:00,  2.19it/s]\nEpoch 0: |          | 5669/? [43:08<00:00,  2.19it/s]\nEpoch 0: |          | 5669/? [43:08<00:00,  2.19it/s]\nEpoch 0: |          | 5670/? [43:09<00:00,  2.19it/s]\nEpoch 0: |          | 5670/? [43:09<00:00,  2.19it/s]\nEpoch 0: |          | 5671/? [43:09<00:00,  2.19it/s]\nEpoch 0: |          | 5671/? [43:09<00:00,  2.19it/s]\nEpoch 0: |          | 5672/? [43:09<00:00,  2.19it/s]\nEpoch 0: |          | 5672/? [43:09<00:00,  2.19it/s]\nEpoch 0: |          | 5673/? [43:10<00:00,  2.19it/s]\nEpoch 0: |          | 5673/? [43:10<00:00,  2.19it/s]\nEpoch 0: |          | 5674/? [43:10<00:00,  2.19it/s]\nEpoch 0: |          | 5674/? [43:10<00:00,  2.19it/s]\nEpoch 0: |          | 5675/? [43:10<00:00,  2.19it/s]\nEpoch 0: |          | 5675/? [43:10<00:00,  2.19it/s]\nEpoch 0: |          | 5676/? [43:10<00:00,  2.19it/s]\nEpoch 0: |          | 5676/? [43:10<00:00,  2.19it/s]\nEpoch 0: |          | 5677/? [43:11<00:00,  2.19it/s]\nEpoch 0: |          | 5677/? [43:11<00:00,  2.19it/s]\nEpoch 0: |          | 5678/? [43:11<00:00,  2.19it/s]\nEpoch 0: |          | 5678/? [43:11<00:00,  2.19it/s]\nEpoch 0: |          | 5679/? [43:11<00:00,  2.19it/s]\nEpoch 0: |          | 5679/? [43:11<00:00,  2.19it/s]\nEpoch 0: |          | 5680/? [43:12<00:00,  2.19it/s]\nEpoch 0: |          | 5680/? [43:12<00:00,  2.19it/s]\nEpoch 0: |          | 5681/? [43:12<00:00,  2.19it/s]\nEpoch 0: |          | 5681/? [43:12<00:00,  2.19it/s]\nEpoch 0: |          | 5682/? [43:12<00:00,  2.19it/s]\nEpoch 0: |          | 5682/? [43:12<00:00,  2.19it/s]\nEpoch 0: |          | 5683/? [43:12<00:00,  2.19it/s]\nEpoch 0: |          | 5683/? [43:12<00:00,  2.19it/s]\nEpoch 0: |          | 5684/? [43:13<00:00,  2.19it/s]\nEpoch 0: |          | 5684/? [43:13<00:00,  2.19it/s]\nEpoch 0: |          | 5685/? [43:13<00:00,  2.19it/s]\nEpoch 0: |          | 5685/? [43:13<00:00,  2.19it/s]\nEpoch 0: |          | 5686/? [43:13<00:00,  2.19it/s]\nEpoch 0: |          | 5686/? [43:13<00:00,  2.19it/s]\nEpoch 0: |          | 5687/? [43:14<00:00,  2.19it/s]\nEpoch 0: |          | 5687/? [43:14<00:00,  2.19it/s]\nEpoch 0: |          | 5688/? [43:14<00:00,  2.19it/s]\nEpoch 0: |          | 5688/? [43:14<00:00,  2.19it/s]\nEpoch 0: |          | 5689/? [43:14<00:00,  2.19it/s]\nEpoch 0: |          | 5689/? [43:14<00:00,  2.19it/s]\nEpoch 0: |          | 5690/? [43:14<00:00,  2.19it/s]\nEpoch 0: |          | 5690/? [43:14<00:00,  2.19it/s]\nEpoch 0: |          | 5691/? [43:15<00:00,  2.19it/s]\nEpoch 0: |          | 5691/? [43:15<00:00,  2.19it/s]\nEpoch 0: |          | 5692/? [43:15<00:00,  2.19it/s]\nEpoch 0: |          | 5692/? [43:15<00:00,  2.19it/s]\nEpoch 0: |          | 5693/? [43:15<00:00,  2.19it/s]\nEpoch 0: |          | 5693/? [43:15<00:00,  2.19it/s]\nEpoch 0: |          | 5694/? [43:16<00:00,  2.19it/s]\nEpoch 0: |          | 5694/? [43:16<00:00,  2.19it/s]\nEpoch 0: |          | 5695/? [43:16<00:00,  2.19it/s]\nEpoch 0: |          | 5695/? [43:16<00:00,  2.19it/s]\nEpoch 0: |          | 5696/? [43:16<00:00,  2.19it/s]\nEpoch 0: |          | 5696/? [43:16<00:00,  2.19it/s]\nEpoch 0: |          | 5697/? [43:17<00:00,  2.19it/s]\nEpoch 0: |          | 5697/? [43:17<00:00,  2.19it/s]\nEpoch 0: |          | 5698/? [43:17<00:00,  2.19it/s]\nEpoch 0: |          | 5698/? [43:17<00:00,  2.19it/s]\nEpoch 0: |          | 5699/? [43:17<00:00,  2.19it/s]\nEpoch 0: |          | 5699/? [43:17<00:00,  2.19it/s]\nEpoch 0: |          | 5700/? [43:17<00:00,  2.19it/s]\nEpoch 0: |          | 5700/? [43:17<00:00,  2.19it/s]\nEpoch 0: |          | 5701/? [43:18<00:00,  2.19it/s]\nEpoch 0: |          | 5701/? [43:18<00:00,  2.19it/s]\nEpoch 0: |          | 5702/? [43:18<00:00,  2.19it/s]\nEpoch 0: |          | 5702/? [43:18<00:00,  2.19it/s]\nEpoch 0: |          | 5703/? [43:18<00:00,  2.19it/s]\nEpoch 0: |          | 5703/? [43:18<00:00,  2.19it/s]\nEpoch 0: |          | 5704/? [43:19<00:00,  2.19it/s]\nEpoch 0: |          | 5704/? [43:19<00:00,  2.19it/s]\nEpoch 0: |          | 5705/? [43:19<00:00,  2.19it/s]\nEpoch 0: |          | 5705/? [43:19<00:00,  2.19it/s]\nEpoch 0: |          | 5706/? [43:19<00:00,  2.19it/s]\nEpoch 0: |          | 5706/? [43:19<00:00,  2.19it/s]\nEpoch 0: |          | 5707/? [43:19<00:00,  2.20it/s]\nEpoch 0: |          | 5707/? [43:19<00:00,  2.20it/s]\nEpoch 0: |          | 5708/? [43:20<00:00,  2.20it/s]\nEpoch 0: |          | 5708/? [43:20<00:00,  2.20it/s]\nEpoch 0: |          | 5709/? [43:20<00:00,  2.20it/s]\nEpoch 0: |          | 5709/? [43:20<00:00,  2.20it/s]\nEpoch 0: |          | 5710/? [43:20<00:00,  2.20it/s]\nEpoch 0: |          | 5710/? [43:20<00:00,  2.20it/s]\nEpoch 0: |          | 5711/? [43:21<00:00,  2.20it/s]\nEpoch 0: |          | 5711/? [43:21<00:00,  2.20it/s]\nEpoch 0: |          | 5712/? [43:21<00:00,  2.20it/s]\nEpoch 0: |          | 5712/? [43:21<00:00,  2.20it/s]\nEpoch 0: |          | 5713/? [43:21<00:00,  2.20it/s]\nEpoch 0: |          | 5713/? [43:21<00:00,  2.20it/s]\nEpoch 0: |          | 5714/? [43:21<00:00,  2.20it/s]\nEpoch 0: |          | 5714/? [43:21<00:00,  2.20it/s]\nEpoch 0: |          | 5715/? [43:22<00:00,  2.20it/s]\nEpoch 0: |          | 5715/? [43:22<00:00,  2.20it/s]\nEpoch 0: |          | 5716/? [43:22<00:00,  2.20it/s]\nEpoch 0: |          | 5716/? [43:22<00:00,  2.20it/s]\nEpoch 0: |          | 5717/? [43:22<00:00,  2.20it/s]\nEpoch 0: |          | 5717/? [43:22<00:00,  2.20it/s]\nEpoch 0: |          | 5718/? [43:23<00:00,  2.20it/s]\nEpoch 0: |          | 5718/? [43:23<00:00,  2.20it/s]\nEpoch 0: |          | 5719/? [43:23<00:00,  2.20it/s]\nEpoch 0: |          | 5719/? [43:23<00:00,  2.20it/s]\nEpoch 0: |          | 5720/? [43:23<00:00,  2.20it/s]\nEpoch 0: |          | 5720/? [43:23<00:00,  2.20it/s]\nEpoch 0: |          | 5721/? [43:23<00:00,  2.20it/s]\nEpoch 0: |          | 5721/? [43:23<00:00,  2.20it/s]\nEpoch 0: |          | 5722/? [43:24<00:00,  2.20it/s]\nEpoch 0: |          | 5722/? [43:24<00:00,  2.20it/s]\nEpoch 0: |          | 5723/? [43:24<00:00,  2.20it/s]\nEpoch 0: |          | 5723/? [43:24<00:00,  2.20it/s]\nEpoch 0: |          | 5724/? [43:24<00:00,  2.20it/s]\nEpoch 0: |          | 5724/? [43:24<00:00,  2.20it/s]\nEpoch 0: |          | 5725/? [43:25<00:00,  2.20it/s]\nEpoch 0: |          | 5725/? [43:25<00:00,  2.20it/s]\nEpoch 0: |          | 5726/? [43:25<00:00,  2.20it/s]\nEpoch 0: |          | 5726/? [43:25<00:00,  2.20it/s]\nEpoch 0: |          | 5727/? [43:25<00:00,  2.20it/s]\nEpoch 0: |          | 5727/? [43:25<00:00,  2.20it/s]\nEpoch 0: |          | 5728/? [43:26<00:00,  2.20it/s]\nEpoch 0: |          | 5728/? [43:26<00:00,  2.20it/s]\nEpoch 0: |          | 5729/? [43:26<00:00,  2.20it/s]\nEpoch 0: |          | 5729/? [43:26<00:00,  2.20it/s]\nEpoch 0: |          | 5730/? [43:26<00:00,  2.20it/s]\nEpoch 0: |          | 5730/? [43:26<00:00,  2.20it/s]\nEpoch 0: |          | 5731/? [43:26<00:00,  2.20it/s]\nEpoch 0: |          | 5731/? [43:26<00:00,  2.20it/s]\nEpoch 0: |          | 5732/? [43:27<00:00,  2.20it/s]\nEpoch 0: |          | 5732/? [43:27<00:00,  2.20it/s]\nEpoch 0: |          | 5733/? [43:27<00:00,  2.20it/s]\nEpoch 0: |          | 5733/? [43:27<00:00,  2.20it/s]\nEpoch 0: |          | 5734/? [43:27<00:00,  2.20it/s]\nEpoch 0: |          | 5734/? [43:27<00:00,  2.20it/s]\nEpoch 0: |          | 5735/? [43:28<00:00,  2.20it/s]\nEpoch 0: |          | 5735/? [43:28<00:00,  2.20it/s]\nEpoch 0: |          | 5736/? [43:28<00:00,  2.20it/s]\nEpoch 0: |          | 5736/? [43:28<00:00,  2.20it/s]\nEpoch 0: |          | 5737/? [43:28<00:00,  2.20it/s]\nEpoch 0: |          | 5737/? [43:28<00:00,  2.20it/s]\nEpoch 0: |          | 5738/? [43:28<00:00,  2.20it/s]\nEpoch 0: |          | 5738/? [43:28<00:00,  2.20it/s]\nEpoch 0: |          | 5739/? [43:29<00:00,  2.20it/s]\nEpoch 0: |          | 5739/? [43:29<00:00,  2.20it/s]\nEpoch 0: |          | 5740/? [43:29<00:00,  2.20it/s]\nEpoch 0: |          | 5740/? [43:29<00:00,  2.20it/s]\nEpoch 0: |          | 5741/? [43:29<00:00,  2.20it/s]\nEpoch 0: |          | 5741/? [43:29<00:00,  2.20it/s]\nEpoch 0: |          | 5742/? [43:30<00:00,  2.20it/s]\nEpoch 0: |          | 5742/? [43:30<00:00,  2.20it/s]\nEpoch 0: |          | 5743/? [43:30<00:00,  2.20it/s]\nEpoch 0: |          | 5743/? [43:30<00:00,  2.20it/s]\nEpoch 0: |          | 5744/? [43:30<00:00,  2.20it/s]\nEpoch 0: |          | 5744/? [43:30<00:00,  2.20it/s]\nEpoch 0: |          | 5745/? [43:31<00:00,  2.20it/s]\nEpoch 0: |          | 5745/? [43:31<00:00,  2.20it/s]\nEpoch 0: |          | 5746/? [43:31<00:00,  2.20it/s]\nEpoch 0: |          | 5746/? [43:31<00:00,  2.20it/s]\nEpoch 0: |          | 5747/? [43:31<00:00,  2.20it/s]\nEpoch 0: |          | 5747/? [43:31<00:00,  2.20it/s]\nEpoch 0: |          | 5748/? [43:31<00:00,  2.20it/s]\nEpoch 0: |          | 5748/? [43:31<00:00,  2.20it/s]\nEpoch 0: |          | 5749/? [43:32<00:00,  2.20it/s]\nEpoch 0: |          | 5749/? [43:32<00:00,  2.20it/s]\nEpoch 0: |          | 5750/? [43:32<00:00,  2.20it/s]\nEpoch 0: |          | 5750/? [43:32<00:00,  2.20it/s]\nEpoch 0: |          | 5751/? [43:32<00:00,  2.20it/s]\nEpoch 0: |          | 5751/? [43:32<00:00,  2.20it/s]\nEpoch 0: |          | 5752/? [43:33<00:00,  2.20it/s]\nEpoch 0: |          | 5752/? [43:33<00:00,  2.20it/s]\nEpoch 0: |          | 5753/? [43:33<00:00,  2.20it/s]\nEpoch 0: |          | 5753/? [43:33<00:00,  2.20it/s]\nEpoch 0: |          | 5754/? [43:33<00:00,  2.20it/s]\nEpoch 0: |          | 5754/? [43:33<00:00,  2.20it/s]\nEpoch 0: |          | 5755/? [43:34<00:00,  2.20it/s]\nEpoch 0: |          | 5755/? [43:34<00:00,  2.20it/s]\nEpoch 0: |          | 5756/? [43:34<00:00,  2.20it/s]\nEpoch 0: |          | 5756/? [43:34<00:00,  2.20it/s]\nEpoch 0: |          | 5757/? [43:34<00:00,  2.20it/s]\nEpoch 0: |          | 5757/? [43:34<00:00,  2.20it/s]\nEpoch 0: |          | 5758/? [43:34<00:00,  2.20it/s]\nEpoch 0: |          | 5758/? [43:34<00:00,  2.20it/s]\nEpoch 0: |          | 5759/? [43:35<00:00,  2.20it/s]\nEpoch 0: |          | 5759/? [43:35<00:00,  2.20it/s]\nEpoch 0: |          | 5760/? [43:35<00:00,  2.20it/s]\nEpoch 0: |          | 5760/? [43:35<00:00,  2.20it/s]\nEpoch 0: |          | 5761/? [43:35<00:00,  2.20it/s]\nEpoch 0: |          | 5761/? [43:35<00:00,  2.20it/s]\nEpoch 0: |          | 5762/? [43:36<00:00,  2.20it/s]\nEpoch 0: |          | 5762/? [43:36<00:00,  2.20it/s]\nEpoch 0: |          | 5763/? [43:36<00:00,  2.20it/s]\nEpoch 0: |          | 5763/? [43:36<00:00,  2.20it/s]\nEpoch 0: |          | 5764/? [43:36<00:00,  2.20it/s]\nEpoch 0: |          | 5764/? [43:36<00:00,  2.20it/s]\nEpoch 0: |          | 5765/? [43:36<00:00,  2.20it/s]\nEpoch 0: |          | 5765/? [43:36<00:00,  2.20it/s]\nEpoch 0: |          | 5766/? [43:37<00:00,  2.20it/s]\nEpoch 0: |          | 5766/? [43:37<00:00,  2.20it/s]\nEpoch 0: |          | 5767/? [43:37<00:00,  2.20it/s]\nEpoch 0: |          | 5767/? [43:37<00:00,  2.20it/s]\nEpoch 0: |          | 5768/? [43:37<00:00,  2.20it/s]\nEpoch 0: |          | 5768/? [43:37<00:00,  2.20it/s]\nEpoch 0: |          | 5769/? [43:38<00:00,  2.20it/s]\nEpoch 0: |          | 5769/? [43:38<00:00,  2.20it/s]\nEpoch 0: |          | 5770/? [43:38<00:00,  2.20it/s]\nEpoch 0: |          | 5770/? [43:38<00:00,  2.20it/s]\nEpoch 0: |          | 5771/? [43:38<00:00,  2.20it/s]\nEpoch 0: |          | 5771/? [43:38<00:00,  2.20it/s]\nEpoch 0: |          | 5772/? [43:38<00:00,  2.20it/s]\nEpoch 0: |          | 5772/? [43:38<00:00,  2.20it/s]\nEpoch 0: |          | 5773/? [43:39<00:00,  2.20it/s]\nEpoch 0: |          | 5773/? [43:39<00:00,  2.20it/s]\nEpoch 0: |          | 5774/? [43:39<00:00,  2.20it/s]\nEpoch 0: |          | 5774/? [43:39<00:00,  2.20it/s]\nEpoch 0: |          | 5775/? [43:39<00:00,  2.20it/s]\nEpoch 0: |          | 5775/? [43:39<00:00,  2.20it/s]\nEpoch 0: |          | 5776/? [43:40<00:00,  2.20it/s]\nEpoch 0: |          | 5776/? [43:40<00:00,  2.20it/s]\nEpoch 0: |          | 5777/? [43:40<00:00,  2.20it/s]\nEpoch 0: |          | 5777/? [43:40<00:00,  2.20it/s]\nEpoch 0: |          | 5778/? [43:40<00:00,  2.20it/s]\nEpoch 0: |          | 5778/? [43:40<00:00,  2.20it/s]\nEpoch 0: |          | 5779/? [43:41<00:00,  2.20it/s]\nEpoch 0: |          | 5779/? [43:41<00:00,  2.20it/s]\nEpoch 0: |          | 5780/? [43:41<00:00,  2.21it/s]\nEpoch 0: |          | 5780/? [43:41<00:00,  2.21it/s]\nEpoch 0: |          | 5781/? [43:41<00:00,  2.21it/s]\nEpoch 0: |          | 5781/? [43:41<00:00,  2.21it/s]\nEpoch 0: |          | 5782/? [43:41<00:00,  2.21it/s]\nEpoch 0: |          | 5782/? [43:41<00:00,  2.21it/s]\nEpoch 0: |          | 5783/? [43:42<00:00,  2.21it/s]\nEpoch 0: |          | 5783/? [43:42<00:00,  2.21it/s]\nEpoch 0: |          | 5784/? [43:42<00:00,  2.21it/s]\nEpoch 0: |          | 5784/? [43:42<00:00,  2.21it/s]\nEpoch 0: |          | 5785/? [43:42<00:00,  2.21it/s]\nEpoch 0: |          | 5785/? [43:42<00:00,  2.21it/s]\nEpoch 0: |          | 5786/? [43:42<00:00,  2.21it/s]\nEpoch 0: |          | 5786/? [43:42<00:00,  2.21it/s]\nEpoch 0: |          | 5787/? [43:43<00:00,  2.21it/s]\nEpoch 0: |          | 5787/? [43:43<00:00,  2.21it/s]\nEpoch 0: |          | 5788/? [43:43<00:00,  2.21it/s]\nEpoch 0: |          | 5788/? [43:43<00:00,  2.21it/s]\nEpoch 0: |          | 5789/? [43:43<00:00,  2.21it/s]\nEpoch 0: |          | 5789/? [43:43<00:00,  2.21it/s]\nEpoch 0: |          | 5790/? [43:44<00:00,  2.21it/s]\nEpoch 0: |          | 5790/? [43:44<00:00,  2.21it/s]\nEpoch 0: |          | 5791/? [43:44<00:00,  2.21it/s]\nEpoch 0: |          | 5791/? [43:44<00:00,  2.21it/s]\nEpoch 0: |          | 5792/? [43:44<00:00,  2.21it/s]\nEpoch 0: |          | 5792/? [43:44<00:00,  2.21it/s]\nEpoch 0: |          | 5793/? [43:45<00:00,  2.21it/s]\nEpoch 0: |          | 5793/? [43:45<00:00,  2.21it/s]\nEpoch 0: |          | 5794/? [43:45<00:00,  2.21it/s]\nEpoch 0: |          | 5794/? [43:45<00:00,  2.21it/s]\nEpoch 0: |          | 5795/? [43:45<00:00,  2.21it/s]\nEpoch 0: |          | 5795/? [43:45<00:00,  2.21it/s]\nEpoch 0: |          | 5796/? [43:45<00:00,  2.21it/s]\nEpoch 0: |          | 5796/? [43:45<00:00,  2.21it/s]\nEpoch 0: |          | 5797/? [43:46<00:00,  2.21it/s]\nEpoch 0: |          | 5797/? [43:46<00:00,  2.21it/s]\nEpoch 0: |          | 5798/? [43:46<00:00,  2.21it/s]\nEpoch 0: |          | 5798/? [43:46<00:00,  2.21it/s]\nEpoch 0: |          | 5799/? [43:46<00:00,  2.21it/s]\nEpoch 0: |          | 5799/? [43:46<00:00,  2.21it/s]\nEpoch 0: |          | 5800/? [43:47<00:00,  2.21it/s]\nEpoch 0: |          | 5800/? [43:47<00:00,  2.21it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.11it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.19it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.27it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.87it/s]\u001b[A\n                                                                      \u001b[A\nEpoch 0: |          | 5800/? [43:47<00:00,  2.21it/s]\nEpoch 0: |          | 5801/? [43:47<00:00,  2.21it/s]\nEpoch 0: |          | 5801/? [43:47<00:00,  2.21it/s]\nEpoch 0: |          | 5802/? [43:47<00:00,  2.21it/s]\nEpoch 0: |          | 5802/? [43:47<00:00,  2.21it/s]\nEpoch 0: |          | 5803/? [43:48<00:00,  2.21it/s]\nEpoch 0: |          | 5803/? [43:48<00:00,  2.21it/s]\nEpoch 0: |          | 5804/? [43:48<00:00,  2.21it/s]\nEpoch 0: |          | 5804/? [43:48<00:00,  2.21it/s]\nEpoch 0: |          | 5805/? [43:48<00:00,  2.21it/s]\nEpoch 0: |          | 5805/? [43:48<00:00,  2.21it/s]\nEpoch 0: |          | 5806/? [43:49<00:00,  2.21it/s]\nEpoch 0: |          | 5806/? [43:49<00:00,  2.21it/s]\nEpoch 0: |          | 5807/? [43:49<00:00,  2.21it/s]\nEpoch 0: |          | 5807/? [43:49<00:00,  2.21it/s]\nEpoch 0: |          | 5808/? [43:49<00:00,  2.21it/s]\nEpoch 0: |          | 5808/? [43:49<00:00,  2.21it/s]\nEpoch 0: |          | 5809/? [43:49<00:00,  2.21it/s]\nEpoch 0: |          | 5809/? [43:50<00:00,  2.21it/s]\nEpoch 0: |          | 5810/? [43:50<00:00,  2.21it/s]\nEpoch 0: |          | 5810/? [43:50<00:00,  2.21it/s]\nEpoch 0: |          | 5811/? [43:50<00:00,  2.21it/s]\nEpoch 0: |          | 5811/? [43:50<00:00,  2.21it/s]\nEpoch 0: |          | 5812/? [43:50<00:00,  2.21it/s]\nEpoch 0: |          | 5812/? [43:50<00:00,  2.21it/s]\nEpoch 0: |          | 5813/? [43:51<00:00,  2.21it/s]\nEpoch 0: |          | 5813/? [43:51<00:00,  2.21it/s]\nEpoch 0: |          | 5814/? [43:51<00:00,  2.21it/s]\nEpoch 0: |          | 5814/? [43:51<00:00,  2.21it/s]\nEpoch 0: |          | 5815/? [43:51<00:00,  2.21it/s]\nEpoch 0: |          | 5815/? [43:51<00:00,  2.21it/s]\nEpoch 0: |          | 5816/? [43:52<00:00,  2.21it/s]\nEpoch 0: |          | 5816/? [43:52<00:00,  2.21it/s]\nEpoch 0: |          | 5817/? [43:52<00:00,  2.21it/s]\nEpoch 0: |          | 5817/? [43:52<00:00,  2.21it/s]\nEpoch 0: |          | 5818/? [43:52<00:00,  2.21it/s]\nEpoch 0: |          | 5818/? [43:52<00:00,  2.21it/s]\nEpoch 0: |          | 5819/? [43:52<00:00,  2.21it/s]\nEpoch 0: |          | 5819/? [43:52<00:00,  2.21it/s]\nEpoch 0: |          | 5820/? [43:53<00:00,  2.21it/s]\nEpoch 0: |          | 5820/? [43:53<00:00,  2.21it/s]\nEpoch 0: |          | 5821/? [43:53<00:00,  2.21it/s]\nEpoch 0: |          | 5821/? [43:53<00:00,  2.21it/s]\nEpoch 0: |          | 5822/? [43:53<00:00,  2.21it/s]\nEpoch 0: |          | 5822/? [43:53<00:00,  2.21it/s]\nEpoch 0: |          | 5823/? [43:54<00:00,  2.21it/s]\nEpoch 0: |          | 5823/? [43:54<00:00,  2.21it/s]\nEpoch 0: |          | 5824/? [43:54<00:00,  2.21it/s]\nEpoch 0: |          | 5824/? [43:54<00:00,  2.21it/s]\nEpoch 0: |          | 5825/? [43:54<00:00,  2.21it/s]\nEpoch 0: |          | 5825/? [43:54<00:00,  2.21it/s]\nEpoch 0: |          | 5826/? [43:55<00:00,  2.21it/s]\nEpoch 0: |          | 5826/? [43:55<00:00,  2.21it/s]\nEpoch 0: |          | 5827/? [43:55<00:00,  2.21it/s]\nEpoch 0: |          | 5827/? [43:55<00:00,  2.21it/s]\nEpoch 0: |          | 5828/? [43:55<00:00,  2.21it/s]\nEpoch 0: |          | 5828/? [43:55<00:00,  2.21it/s]\nEpoch 0: |          | 5829/? [43:55<00:00,  2.21it/s]\nEpoch 0: |          | 5829/? [43:55<00:00,  2.21it/s]\nEpoch 0: |          | 5830/? [43:56<00:00,  2.21it/s]\nEpoch 0: |          | 5830/? [43:56<00:00,  2.21it/s]\nEpoch 0: |          | 5831/? [43:56<00:00,  2.21it/s]\nEpoch 0: |          | 5831/? [43:56<00:00,  2.21it/s]\nEpoch 0: |          | 5832/? [43:56<00:00,  2.21it/s]\nEpoch 0: |          | 5832/? [43:56<00:00,  2.21it/s]\nEpoch 0: |          | 5833/? [43:57<00:00,  2.21it/s]\nEpoch 0: |          | 5833/? [43:57<00:00,  2.21it/s]\nEpoch 0: |          | 5834/? [43:57<00:00,  2.21it/s]\nEpoch 0: |          | 5834/? [43:57<00:00,  2.21it/s]\nEpoch 0: |          | 5835/? [43:57<00:00,  2.21it/s]\nEpoch 0: |          | 5835/? [43:57<00:00,  2.21it/s]\nEpoch 0: |          | 5836/? [43:57<00:00,  2.21it/s]\nEpoch 0: |          | 5836/? [43:57<00:00,  2.21it/s]\nEpoch 0: |          | 5837/? [43:58<00:00,  2.21it/s]\nEpoch 0: |          | 5837/? [43:58<00:00,  2.21it/s]\nEpoch 0: |          | 5838/? [43:58<00:00,  2.21it/s]\nEpoch 0: |          | 5838/? [43:58<00:00,  2.21it/s]\nEpoch 0: |          | 5839/? [43:58<00:00,  2.21it/s]\nEpoch 0: |          | 5839/? [43:58<00:00,  2.21it/s]\nEpoch 0: |          | 5840/? [43:59<00:00,  2.21it/s]\nEpoch 0: |          | 5840/? [43:59<00:00,  2.21it/s]\nEpoch 0: |          | 5841/? [43:59<00:00,  2.21it/s]\nEpoch 0: |          | 5841/? [43:59<00:00,  2.21it/s]\nEpoch 0: |          | 5842/? [43:59<00:00,  2.21it/s]\nEpoch 0: |          | 5842/? [43:59<00:00,  2.21it/s]\nEpoch 0: |          | 5843/? [43:59<00:00,  2.21it/s]\nEpoch 0: |          | 5843/? [43:59<00:00,  2.21it/s]\nEpoch 0: |          | 5844/? [44:00<00:00,  2.21it/s]\nEpoch 0: |          | 5844/? [44:00<00:00,  2.21it/s]\nEpoch 0: |          | 5845/? [44:00<00:00,  2.21it/s]\nEpoch 0: |          | 5845/? [44:00<00:00,  2.21it/s]\nEpoch 0: |          | 5846/? [44:00<00:00,  2.21it/s]\nEpoch 0: |          | 5846/? [44:00<00:00,  2.21it/s]\nEpoch 0: |          | 5847/? [44:01<00:00,  2.21it/s]\nEpoch 0: |          | 5847/? [44:01<00:00,  2.21it/s]\nEpoch 0: |          | 5848/? [44:01<00:00,  2.21it/s]\nEpoch 0: |          | 5848/? [44:01<00:00,  2.21it/s]\nEpoch 0: |          | 5849/? [44:01<00:00,  2.21it/s]\nEpoch 0: |          | 5849/? [44:01<00:00,  2.21it/s]\nEpoch 0: |          | 5850/? [44:02<00:00,  2.21it/s]\nEpoch 0: |          | 5850/? [44:02<00:00,  2.21it/s]\nEpoch 0: |          | 5851/? [44:02<00:00,  2.21it/s]\nEpoch 0: |          | 5851/? [44:02<00:00,  2.21it/s]\nEpoch 0: |          | 5852/? [44:02<00:00,  2.21it/s]\nEpoch 0: |          | 5852/? [44:02<00:00,  2.21it/s]\nEpoch 0: |          | 5853/? [44:02<00:00,  2.21it/s]\nEpoch 0: |          | 5853/? [44:02<00:00,  2.21it/s]\nEpoch 0: |          | 5854/? [44:03<00:00,  2.21it/s]\nEpoch 0: |          | 5854/? [44:03<00:00,  2.21it/s]\nEpoch 0: |          | 5855/? [44:03<00:00,  2.21it/s]\nEpoch 0: |          | 5855/? [44:03<00:00,  2.21it/s]\nEpoch 0: |          | 5856/? [44:03<00:00,  2.22it/s]\nEpoch 0: |          | 5856/? [44:03<00:00,  2.22it/s]\nEpoch 0: |          | 5857/? [44:04<00:00,  2.22it/s]\nEpoch 0: |          | 5857/? [44:04<00:00,  2.22it/s]\nEpoch 0: |          | 5858/? [44:04<00:00,  2.22it/s]\nEpoch 0: |          | 5858/? [44:04<00:00,  2.22it/s]\nEpoch 0: |          | 5859/? [44:04<00:00,  2.22it/s]\nEpoch 0: |          | 5859/? [44:04<00:00,  2.22it/s]\nEpoch 0: |          | 5860/? [44:04<00:00,  2.22it/s]\nEpoch 0: |          | 5860/? [44:04<00:00,  2.22it/s]\nEpoch 0: |          | 5861/? [44:05<00:00,  2.22it/s]\nEpoch 0: |          | 5861/? [44:05<00:00,  2.22it/s]\nEpoch 0: |          | 5862/? [44:05<00:00,  2.22it/s]\nEpoch 0: |          | 5862/? [44:05<00:00,  2.22it/s]\nEpoch 0: |          | 5863/? [44:05<00:00,  2.22it/s]\nEpoch 0: |          | 5863/? [44:05<00:00,  2.22it/s]\nEpoch 0: |          | 5864/? [44:06<00:00,  2.22it/s]\nEpoch 0: |          | 5864/? [44:06<00:00,  2.22it/s]\nEpoch 0: |          | 5865/? [44:06<00:00,  2.22it/s]\nEpoch 0: |          | 5865/? [44:06<00:00,  2.22it/s]\nEpoch 0: |          | 5866/? [44:06<00:00,  2.22it/s]\nEpoch 0: |          | 5866/? [44:06<00:00,  2.22it/s]\nEpoch 0: |          | 5867/? [44:06<00:00,  2.22it/s]\nEpoch 0: |          | 5867/? [44:06<00:00,  2.22it/s]\nEpoch 0: |          | 5868/? [44:07<00:00,  2.22it/s]\nEpoch 0: |          | 5868/? [44:07<00:00,  2.22it/s]\nEpoch 0: |          | 5869/? [44:07<00:00,  2.22it/s]\nEpoch 0: |          | 5869/? [44:07<00:00,  2.22it/s]\nEpoch 0: |          | 5870/? [44:07<00:00,  2.22it/s]\nEpoch 0: |          | 5870/? [44:07<00:00,  2.22it/s]\nEpoch 0: |          | 5871/? [44:08<00:00,  2.22it/s]\nEpoch 0: |          | 5871/? [44:08<00:00,  2.22it/s]\nEpoch 0: |          | 5872/? [44:08<00:00,  2.22it/s]\nEpoch 0: |          | 5872/? [44:08<00:00,  2.22it/s]\nEpoch 0: |          | 5873/? [44:08<00:00,  2.22it/s]\nEpoch 0: |          | 5873/? [44:08<00:00,  2.22it/s]\nEpoch 0: |          | 5874/? [44:09<00:00,  2.22it/s]\nEpoch 0: |          | 5874/? [44:09<00:00,  2.22it/s]\nEpoch 0: |          | 5875/? [44:09<00:00,  2.22it/s]\nEpoch 0: |          | 5875/? [44:09<00:00,  2.22it/s]\nEpoch 0: |          | 5876/? [44:09<00:00,  2.22it/s]\nEpoch 0: |          | 5876/? [44:09<00:00,  2.22it/s]\nEpoch 0: |          | 5877/? [44:09<00:00,  2.22it/s]\nEpoch 0: |          | 5877/? [44:09<00:00,  2.22it/s]\nEpoch 0: |          | 5878/? [44:10<00:00,  2.22it/s]\nEpoch 0: |          | 5878/? [44:10<00:00,  2.22it/s]\nEpoch 0: |          | 5879/? [44:10<00:00,  2.22it/s]\nEpoch 0: |          | 5879/? [44:10<00:00,  2.22it/s]\nEpoch 0: |          | 5880/? [44:10<00:00,  2.22it/s]\nEpoch 0: |          | 5880/? [44:10<00:00,  2.22it/s]\nEpoch 0: |          | 5881/? [44:11<00:00,  2.22it/s]\nEpoch 0: |          | 5881/? [44:11<00:00,  2.22it/s]\nEpoch 0: |          | 5882/? [44:11<00:00,  2.22it/s]\nEpoch 0: |          | 5882/? [44:11<00:00,  2.22it/s]\nEpoch 0: |          | 5883/? [44:11<00:00,  2.22it/s]\nEpoch 0: |          | 5883/? [44:11<00:00,  2.22it/s]\nEpoch 0: |          | 5884/? [44:12<00:00,  2.22it/s]\nEpoch 0: |          | 5884/? [44:12<00:00,  2.22it/s]\nEpoch 0: |          | 5885/? [44:12<00:00,  2.22it/s]\nEpoch 0: |          | 5885/? [44:12<00:00,  2.22it/s]\nEpoch 0: |          | 5886/? [44:12<00:00,  2.22it/s]\nEpoch 0: |          | 5886/? [44:12<00:00,  2.22it/s]\nEpoch 0: |          | 5887/? [44:12<00:00,  2.22it/s]\nEpoch 0: |          | 5887/? [44:12<00:00,  2.22it/s]\nEpoch 0: |          | 5888/? [44:13<00:00,  2.22it/s]\nEpoch 0: |          | 5888/? [44:13<00:00,  2.22it/s]\nEpoch 0: |          | 5889/? [44:13<00:00,  2.22it/s]\nEpoch 0: |          | 5889/? [44:13<00:00,  2.22it/s]\nEpoch 0: |          | 5890/? [44:13<00:00,  2.22it/s]\nEpoch 0: |          | 5890/? [44:13<00:00,  2.22it/s]\nEpoch 0: |          | 5891/? [44:14<00:00,  2.22it/s]\nEpoch 0: |          | 5891/? [44:14<00:00,  2.22it/s]\nEpoch 0: |          | 5892/? [44:14<00:00,  2.22it/s]\nEpoch 0: |          | 5892/? [44:14<00:00,  2.22it/s]\nEpoch 0: |          | 5893/? [44:14<00:00,  2.22it/s]\nEpoch 0: |          | 5893/? [44:14<00:00,  2.22it/s]\nEpoch 0: |          | 5894/? [44:14<00:00,  2.22it/s]\nEpoch 0: |          | 5894/? [44:14<00:00,  2.22it/s]\nEpoch 0: |          | 5895/? [44:15<00:00,  2.22it/s]\nEpoch 0: |          | 5895/? [44:15<00:00,  2.22it/s]\nEpoch 0: |          | 5896/? [44:15<00:00,  2.22it/s]\nEpoch 0: |          | 5896/? [44:15<00:00,  2.22it/s]\nEpoch 0: |          | 5897/? [44:15<00:00,  2.22it/s]\nEpoch 0: |          | 5897/? [44:15<00:00,  2.22it/s]\nEpoch 0: |          | 5898/? [44:16<00:00,  2.22it/s]\nEpoch 0: |          | 5898/? [44:16<00:00,  2.22it/s]\nEpoch 0: |          | 5899/? [44:16<00:00,  2.22it/s]\nEpoch 0: |          | 5899/? [44:16<00:00,  2.22it/s]\nEpoch 0: |          | 5900/? [44:16<00:00,  2.22it/s]\nEpoch 0: |          | 5900/? [44:16<00:00,  2.22it/s]\nEpoch 0: |          | 5901/? [44:16<00:00,  2.22it/s]\nEpoch 0: |          | 5901/? [44:16<00:00,  2.22it/s]\nEpoch 0: |          | 5902/? [44:17<00:00,  2.22it/s]\nEpoch 0: |          | 5902/? [44:17<00:00,  2.22it/s]\nEpoch 0: |          | 5903/? [44:17<00:00,  2.22it/s]\nEpoch 0: |          | 5903/? [44:17<00:00,  2.22it/s]\nEpoch 0: |          | 5904/? [44:17<00:00,  2.22it/s]\nEpoch 0: |          | 5904/? [44:17<00:00,  2.22it/s]\nEpoch 0: |          | 5905/? [44:18<00:00,  2.22it/s]\nEpoch 0: |          | 5905/? [44:18<00:00,  2.22it/s]\nEpoch 0: |          | 5906/? [44:18<00:00,  2.22it/s]\nEpoch 0: |          | 5906/? [44:18<00:00,  2.22it/s]\nEpoch 0: |          | 5907/? [44:18<00:00,  2.22it/s]\nEpoch 0: |          | 5907/? [44:18<00:00,  2.22it/s]\nEpoch 0: |          | 5908/? [44:18<00:00,  2.22it/s]\nEpoch 0: |          | 5908/? [44:18<00:00,  2.22it/s]\nEpoch 0: |          | 5909/? [44:19<00:00,  2.22it/s]\nEpoch 0: |          | 5909/? [44:19<00:00,  2.22it/s]\nEpoch 0: |          | 5910/? [44:19<00:00,  2.22it/s]\nEpoch 0: |          | 5910/? [44:19<00:00,  2.22it/s]\nEpoch 0: |          | 5911/? [44:19<00:00,  2.22it/s]\nEpoch 0: |          | 5911/? [44:19<00:00,  2.22it/s]\nEpoch 0: |          | 5912/? [44:20<00:00,  2.22it/s]\nEpoch 0: |          | 5912/? [44:20<00:00,  2.22it/s]\nEpoch 0: |          | 5913/? [44:20<00:00,  2.22it/s]\nEpoch 0: |          | 5913/? [44:20<00:00,  2.22it/s]\nEpoch 0: |          | 5914/? [44:20<00:00,  2.22it/s]\nEpoch 0: |          | 5914/? [44:20<00:00,  2.22it/s]\nEpoch 0: |          | 5915/? [44:20<00:00,  2.22it/s]\nEpoch 0: |          | 5915/? [44:21<00:00,  2.22it/s]\nEpoch 0: |          | 5916/? [44:21<00:00,  2.22it/s]\nEpoch 0: |          | 5916/? [44:21<00:00,  2.22it/s]\nEpoch 0: |          | 5917/? [44:21<00:00,  2.22it/s]\nEpoch 0: |          | 5917/? [44:21<00:00,  2.22it/s]\nEpoch 0: |          | 5918/? [44:21<00:00,  2.22it/s]\nEpoch 0: |          | 5918/? [44:21<00:00,  2.22it/s]\nEpoch 0: |          | 5919/? [44:22<00:00,  2.22it/s]\nEpoch 0: |          | 5919/? [44:22<00:00,  2.22it/s]\nEpoch 0: |          | 5920/? [44:22<00:00,  2.22it/s]\nEpoch 0: |          | 5920/? [44:22<00:00,  2.22it/s]\nEpoch 0: |          | 5921/? [44:22<00:00,  2.22it/s]\nEpoch 0: |          | 5921/? [44:22<00:00,  2.22it/s]\nEpoch 0: |          | 5922/? [44:23<00:00,  2.22it/s]\nEpoch 0: |          | 5922/? [44:23<00:00,  2.22it/s]\nEpoch 0: |          | 5923/? [44:23<00:00,  2.22it/s]\nEpoch 0: |          | 5923/? [44:23<00:00,  2.22it/s]\nEpoch 0: |          | 5924/? [44:23<00:00,  2.22it/s]\nEpoch 0: |          | 5924/? [44:23<00:00,  2.22it/s]\nEpoch 0: |          | 5925/? [44:23<00:00,  2.22it/s]\nEpoch 0: |          | 5925/? [44:23<00:00,  2.22it/s]\nEpoch 0: |          | 5926/? [44:24<00:00,  2.22it/s]\nEpoch 0: |          | 5926/? [44:24<00:00,  2.22it/s]\nEpoch 0: |          | 5927/? [44:24<00:00,  2.22it/s]\nEpoch 0: |          | 5927/? [44:24<00:00,  2.22it/s]\nEpoch 0: |          | 5928/? [44:24<00:00,  2.22it/s]\nEpoch 0: |          | 5928/? [44:24<00:00,  2.22it/s]\nEpoch 0: |          | 5929/? [44:25<00:00,  2.22it/s]\nEpoch 0: |          | 5929/? [44:25<00:00,  2.22it/s]\nEpoch 0: |          | 5930/? [44:25<00:00,  2.22it/s]\nEpoch 0: |          | 5930/? [44:25<00:00,  2.22it/s]\nEpoch 0: |          | 5931/? [44:25<00:00,  2.23it/s]\nEpoch 0: |          | 5931/? [44:25<00:00,  2.23it/s]\nEpoch 0: |          | 5932/? [44:25<00:00,  2.23it/s]\nEpoch 0: |          | 5932/? [44:25<00:00,  2.23it/s]\nEpoch 0: |          | 5933/? [44:26<00:00,  2.23it/s]\nEpoch 0: |          | 5933/? [44:26<00:00,  2.23it/s]\nEpoch 0: |          | 5934/? [44:26<00:00,  2.23it/s]\nEpoch 0: |          | 5934/? [44:26<00:00,  2.23it/s]\nEpoch 0: |          | 5935/? [44:26<00:00,  2.23it/s]\nEpoch 0: |          | 5935/? [44:26<00:00,  2.23it/s]\nEpoch 0: |          | 5936/? [44:27<00:00,  2.23it/s]\nEpoch 0: |          | 5936/? [44:27<00:00,  2.23it/s]\nEpoch 0: |          | 5937/? [44:27<00:00,  2.23it/s]\nEpoch 0: |          | 5937/? [44:27<00:00,  2.23it/s]\nEpoch 0: |          | 5938/? [44:27<00:00,  2.23it/s]\nEpoch 0: |          | 5938/? [44:27<00:00,  2.23it/s]\nEpoch 0: |          | 5939/? [44:27<00:00,  2.23it/s]\nEpoch 0: |          | 5939/? [44:27<00:00,  2.23it/s]\nEpoch 0: |          | 5940/? [44:28<00:00,  2.23it/s]\nEpoch 0: |          | 5940/? [44:28<00:00,  2.23it/s]\nEpoch 0: |          | 5941/? [44:28<00:00,  2.23it/s]\nEpoch 0: |          | 5941/? [44:28<00:00,  2.23it/s]\nEpoch 0: |          | 5942/? [44:28<00:00,  2.23it/s]\nEpoch 0: |          | 5942/? [44:28<00:00,  2.23it/s]\nEpoch 0: |          | 5943/? [44:29<00:00,  2.23it/s]\nEpoch 0: |          | 5943/? [44:29<00:00,  2.23it/s]\nEpoch 0: |          | 5944/? [44:29<00:00,  2.23it/s]\nEpoch 0: |          | 5944/? [44:29<00:00,  2.23it/s]\nEpoch 0: |          | 5945/? [44:29<00:00,  2.23it/s]\nEpoch 0: |          | 5945/? [44:29<00:00,  2.23it/s]\nEpoch 0: |          | 5946/? [44:29<00:00,  2.23it/s]\nEpoch 0: |          | 5946/? [44:29<00:00,  2.23it/s]\nEpoch 0: |          | 5947/? [44:30<00:00,  2.23it/s]\nEpoch 0: |          | 5947/? [44:30<00:00,  2.23it/s]\nEpoch 0: |          | 5948/? [44:30<00:00,  2.23it/s]\nEpoch 0: |          | 5948/? [44:30<00:00,  2.23it/s]\nEpoch 0: |          | 5949/? [44:30<00:00,  2.23it/s]\nEpoch 0: |          | 5949/? [44:30<00:00,  2.23it/s]\nEpoch 0: |          | 5950/? [44:31<00:00,  2.23it/s]\nEpoch 0: |          | 5950/? [44:31<00:00,  2.23it/s]\nEpoch 0: |          | 5951/? [44:31<00:00,  2.23it/s]\nEpoch 0: |          | 5951/? [44:31<00:00,  2.23it/s]\nEpoch 0: |          | 5952/? [44:31<00:00,  2.23it/s]\nEpoch 0: |          | 5952/? [44:31<00:00,  2.23it/s]\nEpoch 0: |          | 5953/? [44:31<00:00,  2.23it/s]\nEpoch 0: |          | 5953/? [44:31<00:00,  2.23it/s]\nEpoch 0: |          | 5954/? [44:32<00:00,  2.23it/s]\nEpoch 0: |          | 5954/? [44:32<00:00,  2.23it/s]\nEpoch 0: |          | 5955/? [44:32<00:00,  2.23it/s]\nEpoch 0: |          | 5955/? [44:32<00:00,  2.23it/s]\nEpoch 0: |          | 5956/? [44:32<00:00,  2.23it/s]\nEpoch 0: |          | 5956/? [44:32<00:00,  2.23it/s]\nEpoch 0: |          | 5957/? [44:33<00:00,  2.23it/s]\nEpoch 0: |          | 5957/? [44:33<00:00,  2.23it/s]\nEpoch 0: |          | 5958/? [44:33<00:00,  2.23it/s]\nEpoch 0: |          | 5958/? [44:33<00:00,  2.23it/s]\nEpoch 0: |          | 5959/? [44:33<00:00,  2.23it/s]\nEpoch 0: |          | 5959/? [44:33<00:00,  2.23it/s]\nEpoch 0: |          | 5960/? [44:33<00:00,  2.23it/s]\nEpoch 0: |          | 5960/? [44:33<00:00,  2.23it/s]\nEpoch 0: |          | 5961/? [44:34<00:00,  2.23it/s]\nEpoch 0: |          | 5961/? [44:34<00:00,  2.23it/s]\nEpoch 0: |          | 5962/? [44:34<00:00,  2.23it/s]\nEpoch 0: |          | 5962/? [44:34<00:00,  2.23it/s]\nEpoch 0: |          | 5963/? [44:34<00:00,  2.23it/s]\nEpoch 0: |          | 5963/? [44:34<00:00,  2.23it/s]\nEpoch 0: |          | 5964/? [44:35<00:00,  2.23it/s]\nEpoch 0: |          | 5964/? [44:35<00:00,  2.23it/s]\nEpoch 0: |          | 5965/? [44:35<00:00,  2.23it/s]\nEpoch 0: |          | 5965/? [44:35<00:00,  2.23it/s]\nEpoch 0: |          | 5966/? [44:35<00:00,  2.23it/s]\nEpoch 0: |          | 5966/? [44:35<00:00,  2.23it/s]\nEpoch 0: |          | 5967/? [44:35<00:00,  2.23it/s]\nEpoch 0: |          | 5967/? [44:35<00:00,  2.23it/s]\nEpoch 0: |          | 5968/? [44:36<00:00,  2.23it/s]\nEpoch 0: |          | 5968/? [44:36<00:00,  2.23it/s]\nEpoch 0: |          | 5969/? [44:36<00:00,  2.23it/s]\nEpoch 0: |          | 5969/? [44:36<00:00,  2.23it/s]\nEpoch 0: |          | 5970/? [44:36<00:00,  2.23it/s]\nEpoch 0: |          | 5970/? [44:36<00:00,  2.23it/s]\nEpoch 0: |          | 5971/? [44:37<00:00,  2.23it/s]\nEpoch 0: |          | 5971/? [44:37<00:00,  2.23it/s]\nEpoch 0: |          | 5972/? [44:37<00:00,  2.23it/s]\nEpoch 0: |          | 5972/? [44:37<00:00,  2.23it/s]\nEpoch 0: |          | 5973/? [44:37<00:00,  2.23it/s]\nEpoch 0: |          | 5973/? [44:37<00:00,  2.23it/s]\nEpoch 0: |          | 5974/? [44:37<00:00,  2.23it/s]\nEpoch 0: |          | 5974/? [44:37<00:00,  2.23it/s]\nEpoch 0: |          | 5975/? [44:38<00:00,  2.23it/s]\nEpoch 0: |          | 5975/? [44:38<00:00,  2.23it/s]\nEpoch 0: |          | 5976/? [44:38<00:00,  2.23it/s]\nEpoch 0: |          | 5976/? [44:38<00:00,  2.23it/s]\nEpoch 0: |          | 5977/? [44:38<00:00,  2.23it/s]\nEpoch 0: |          | 5977/? [44:38<00:00,  2.23it/s]\nEpoch 0: |          | 5978/? [44:39<00:00,  2.23it/s]\nEpoch 0: |          | 5978/? [44:39<00:00,  2.23it/s]\nEpoch 0: |          | 5979/? [44:39<00:00,  2.23it/s]\nEpoch 0: |          | 5979/? [44:39<00:00,  2.23it/s]\nEpoch 0: |          | 5980/? [44:39<00:00,  2.23it/s]\nEpoch 0: |          | 5980/? [44:39<00:00,  2.23it/s]\nEpoch 0: |          | 5981/? [44:39<00:00,  2.23it/s]\nEpoch 0: |          | 5981/? [44:39<00:00,  2.23it/s]\nEpoch 0: |          | 5982/? [44:40<00:00,  2.23it/s]\nEpoch 0: |          | 5982/? [44:40<00:00,  2.23it/s]\nEpoch 0: |          | 5983/? [44:40<00:00,  2.23it/s]\nEpoch 0: |          | 5983/? [44:40<00:00,  2.23it/s]\nEpoch 0: |          | 5984/? [44:40<00:00,  2.23it/s]\nEpoch 0: |          | 5984/? [44:40<00:00,  2.23it/s]\nEpoch 0: |          | 5985/? [44:41<00:00,  2.23it/s]\nEpoch 0: |          | 5985/? [44:41<00:00,  2.23it/s]\nEpoch 0: |          | 5986/? [44:41<00:00,  2.23it/s]\nEpoch 0: |          | 5986/? [44:41<00:00,  2.23it/s]\nEpoch 0: |          | 5987/? [44:41<00:00,  2.23it/s]\nEpoch 0: |          | 5987/? [44:41<00:00,  2.23it/s]\nEpoch 0: |          | 5988/? [44:41<00:00,  2.23it/s]\nEpoch 0: |          | 5988/? [44:41<00:00,  2.23it/s]\nEpoch 0: |          | 5989/? [44:42<00:00,  2.23it/s]\nEpoch 0: |          | 5989/? [44:42<00:00,  2.23it/s]\nEpoch 0: |          | 5990/? [44:42<00:00,  2.23it/s]\nEpoch 0: |          | 5990/? [44:42<00:00,  2.23it/s]\nEpoch 0: |          | 5991/? [44:42<00:00,  2.23it/s]\nEpoch 0: |          | 5991/? [44:42<00:00,  2.23it/s]\nEpoch 0: |          | 5992/? [44:43<00:00,  2.23it/s]\nEpoch 0: |          | 5992/? [44:43<00:00,  2.23it/s]\nEpoch 0: |          | 5993/? [44:43<00:00,  2.23it/s]\nEpoch 0: |          | 5993/? [44:43<00:00,  2.23it/s]\nEpoch 0: |          | 5994/? [44:43<00:00,  2.23it/s]\nEpoch 0: |          | 5994/? [44:43<00:00,  2.23it/s]\nEpoch 0: |          | 5995/? [44:44<00:00,  2.23it/s]\nEpoch 0: |          | 5995/? [44:44<00:00,  2.23it/s]\nEpoch 0: |          | 5996/? [44:44<00:00,  2.23it/s]\nEpoch 0: |          | 5996/? [44:44<00:00,  2.23it/s]\nEpoch 0: |          | 5997/? [44:44<00:00,  2.23it/s]\nEpoch 0: |          | 5997/? [44:44<00:00,  2.23it/s]\nEpoch 0: |          | 5998/? [44:44<00:00,  2.23it/s]\nEpoch 0: |          | 5998/? [44:44<00:00,  2.23it/s]\nEpoch 0: |          | 5999/? [44:45<00:00,  2.23it/s]\nEpoch 0: |          | 5999/? [44:45<00:00,  2.23it/s]\nEpoch 0: |          | 6000/? [44:45<00:00,  2.23it/s]\nEpoch 0: |          | 6000/? [44:45<00:00,  2.23it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.65it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.10it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.94it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.70it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 6000/? [44:45<00:00,  2.23it/s]\nEpoch 0: |          | 6001/? [44:46<00:00,  2.23it/s]\nEpoch 0: |          | 6001/? [44:46<00:00,  2.23it/s]\nEpoch 0: |          | 6002/? [44:46<00:00,  2.23it/s]\nEpoch 0: |          | 6002/? [44:46<00:00,  2.23it/s]\nEpoch 0: |          | 6003/? [44:46<00:00,  2.23it/s]\nEpoch 0: |          | 6003/? [44:46<00:00,  2.23it/s]\nEpoch 0: |          | 6004/? [44:46<00:00,  2.23it/s]\nEpoch 0: |          | 6004/? [44:46<00:00,  2.23it/s]\nEpoch 0: |          | 6005/? [44:47<00:00,  2.23it/s]\nEpoch 0: |          | 6005/? [44:47<00:00,  2.23it/s]\nEpoch 0: |          | 6006/? [44:47<00:00,  2.23it/s]\nEpoch 0: |          | 6006/? [44:47<00:00,  2.23it/s]\nEpoch 0: |          | 6007/? [44:47<00:00,  2.23it/s]\nEpoch 0: |          | 6007/? [44:47<00:00,  2.23it/s]\nEpoch 0: |          | 6008/? [44:48<00:00,  2.24it/s]\nEpoch 0: |          | 6008/? [44:48<00:00,  2.24it/s]\nEpoch 0: |          | 6009/? [44:48<00:00,  2.24it/s]\nEpoch 0: |          | 6009/? [44:48<00:00,  2.24it/s]\nEpoch 0: |          | 6010/? [44:48<00:00,  2.24it/s]\nEpoch 0: |          | 6010/? [44:48<00:00,  2.24it/s]\nEpoch 0: |          | 6011/? [44:48<00:00,  2.24it/s]\nEpoch 0: |          | 6011/? [44:48<00:00,  2.24it/s]\nEpoch 0: |          | 6012/? [44:49<00:00,  2.24it/s]\nEpoch 0: |          | 6012/? [44:49<00:00,  2.24it/s]\nEpoch 0: |          | 6013/? [44:49<00:00,  2.24it/s]\nEpoch 0: |          | 6013/? [44:49<00:00,  2.24it/s]\nEpoch 0: |          | 6014/? [44:49<00:00,  2.24it/s]\nEpoch 0: |          | 6014/? [44:49<00:00,  2.24it/s]\nEpoch 0: |          | 6015/? [44:50<00:00,  2.24it/s]\nEpoch 0: |          | 6015/? [44:50<00:00,  2.24it/s]\nEpoch 0: |          | 6016/? [44:50<00:00,  2.24it/s]\nEpoch 0: |          | 6016/? [44:50<00:00,  2.24it/s]\nEpoch 0: |          | 6017/? [44:50<00:00,  2.24it/s]\nEpoch 0: |          | 6017/? [44:50<00:00,  2.24it/s]\nEpoch 0: |          | 6018/? [44:51<00:00,  2.24it/s]\nEpoch 0: |          | 6018/? [44:51<00:00,  2.24it/s]\nEpoch 0: |          | 6019/? [44:51<00:00,  2.24it/s]\nEpoch 0: |          | 6019/? [44:51<00:00,  2.24it/s]\nEpoch 0: |          | 6020/? [44:51<00:00,  2.24it/s]\nEpoch 0: |          | 6020/? [44:51<00:00,  2.24it/s]\nEpoch 0: |          | 6021/? [44:51<00:00,  2.24it/s]\nEpoch 0: |          | 6021/? [44:51<00:00,  2.24it/s]\nEpoch 0: |          | 6022/? [44:52<00:00,  2.24it/s]\nEpoch 0: |          | 6022/? [44:52<00:00,  2.24it/s]\nEpoch 0: |          | 6023/? [44:52<00:00,  2.24it/s]\nEpoch 0: |          | 6023/? [44:52<00:00,  2.24it/s]\nEpoch 0: |          | 6024/? [44:52<00:00,  2.24it/s]\nEpoch 0: |          | 6024/? [44:52<00:00,  2.24it/s]\nEpoch 0: |          | 6025/? [44:53<00:00,  2.24it/s]\nEpoch 0: |          | 6025/? [44:53<00:00,  2.24it/s]\nEpoch 0: |          | 6026/? [44:53<00:00,  2.24it/s]\nEpoch 0: |          | 6026/? [44:53<00:00,  2.24it/s]\nEpoch 0: |          | 6027/? [44:53<00:00,  2.24it/s]\nEpoch 0: |          | 6027/? [44:53<00:00,  2.24it/s]\nEpoch 0: |          | 6028/? [44:54<00:00,  2.24it/s]\nEpoch 0: |          | 6028/? [44:54<00:00,  2.24it/s]\nEpoch 0: |          | 6029/? [44:54<00:00,  2.24it/s]\nEpoch 0: |          | 6029/? [44:54<00:00,  2.24it/s]\nEpoch 0: |          | 6030/? [44:54<00:00,  2.24it/s]\nEpoch 0: |          | 6030/? [44:54<00:00,  2.24it/s]\nEpoch 0: |          | 6031/? [44:54<00:00,  2.24it/s]\nEpoch 0: |          | 6031/? [44:54<00:00,  2.24it/s]\nEpoch 0: |          | 6032/? [44:55<00:00,  2.24it/s]\nEpoch 0: |          | 6032/? [44:55<00:00,  2.24it/s]\nEpoch 0: |          | 6033/? [44:55<00:00,  2.24it/s]\nEpoch 0: |          | 6033/? [44:55<00:00,  2.24it/s]\nEpoch 0: |          | 6034/? [44:55<00:00,  2.24it/s]\nEpoch 0: |          | 6034/? [44:55<00:00,  2.24it/s]\nEpoch 0: |          | 6035/? [44:56<00:00,  2.24it/s]\nEpoch 0: |          | 6035/? [44:56<00:00,  2.24it/s]\nEpoch 0: |          | 6036/? [44:56<00:00,  2.24it/s]\nEpoch 0: |          | 6036/? [44:56<00:00,  2.24it/s]\nEpoch 0: |          | 6037/? [44:56<00:00,  2.24it/s]\nEpoch 0: |          | 6037/? [44:56<00:00,  2.24it/s]\nEpoch 0: |          | 6038/? [44:57<00:00,  2.24it/s]\nEpoch 0: |          | 6038/? [44:57<00:00,  2.24it/s]\nEpoch 0: |          | 6039/? [44:57<00:00,  2.24it/s]\nEpoch 0: |          | 6039/? [44:57<00:00,  2.24it/s]\nEpoch 0: |          | 6040/? [44:57<00:00,  2.24it/s]\nEpoch 0: |          | 6040/? [44:57<00:00,  2.24it/s]\nEpoch 0: |          | 6041/? [44:57<00:00,  2.24it/s]\nEpoch 0: |          | 6041/? [44:57<00:00,  2.24it/s]\nEpoch 0: |          | 6042/? [44:58<00:00,  2.24it/s]\nEpoch 0: |          | 6042/? [44:58<00:00,  2.24it/s]\nEpoch 0: |          | 6043/? [44:58<00:00,  2.24it/s]\nEpoch 0: |          | 6043/? [44:58<00:00,  2.24it/s]\nEpoch 0: |          | 6044/? [44:58<00:00,  2.24it/s]\nEpoch 0: |          | 6044/? [44:58<00:00,  2.24it/s]\nEpoch 0: |          | 6045/? [44:59<00:00,  2.24it/s]\nEpoch 0: |          | 6045/? [44:59<00:00,  2.24it/s]\nEpoch 0: |          | 6046/? [44:59<00:00,  2.24it/s]\nEpoch 0: |          | 6046/? [44:59<00:00,  2.24it/s]\nEpoch 0: |          | 6047/? [44:59<00:00,  2.24it/s]\nEpoch 0: |          | 6047/? [44:59<00:00,  2.24it/s]\nEpoch 0: |          | 6048/? [45:00<00:00,  2.24it/s]\nEpoch 0: |          | 6048/? [45:00<00:00,  2.24it/s]\nEpoch 0: |          | 6049/? [45:00<00:00,  2.24it/s]\nEpoch 0: |          | 6049/? [45:00<00:00,  2.24it/s]\nEpoch 0: |          | 6050/? [45:00<00:00,  2.24it/s]\nEpoch 0: |          | 6050/? [45:00<00:00,  2.24it/s]\nEpoch 0: |          | 6051/? [45:00<00:00,  2.24it/s]\nEpoch 0: |          | 6051/? [45:00<00:00,  2.24it/s]\nEpoch 0: |          | 6052/? [45:01<00:00,  2.24it/s]\nEpoch 0: |          | 6052/? [45:01<00:00,  2.24it/s]\nEpoch 0: |          | 6053/? [45:01<00:00,  2.24it/s]\nEpoch 0: |          | 6053/? [45:01<00:00,  2.24it/s]\nEpoch 0: |          | 6054/? [45:01<00:00,  2.24it/s]\nEpoch 0: |          | 6054/? [45:01<00:00,  2.24it/s]\nEpoch 0: |          | 6055/? [45:02<00:00,  2.24it/s]\nEpoch 0: |          | 6055/? [45:02<00:00,  2.24it/s]\nEpoch 0: |          | 6056/? [45:02<00:00,  2.24it/s]\nEpoch 0: |          | 6056/? [45:02<00:00,  2.24it/s]\nEpoch 0: |          | 6057/? [45:02<00:00,  2.24it/s]\nEpoch 0: |          | 6057/? [45:02<00:00,  2.24it/s]\nEpoch 0: |          | 6058/? [45:02<00:00,  2.24it/s]\nEpoch 0: |          | 6058/? [45:02<00:00,  2.24it/s]\nEpoch 0: |          | 6059/? [45:03<00:00,  2.24it/s]\nEpoch 0: |          | 6059/? [45:03<00:00,  2.24it/s]\nEpoch 0: |          | 6060/? [45:03<00:00,  2.24it/s]\nEpoch 0: |          | 6060/? [45:03<00:00,  2.24it/s]\nEpoch 0: |          | 6061/? [45:03<00:00,  2.24it/s]\nEpoch 0: |          | 6061/? [45:03<00:00,  2.24it/s]\nEpoch 0: |          | 6062/? [45:04<00:00,  2.24it/s]\nEpoch 0: |          | 6062/? [45:04<00:00,  2.24it/s]\nEpoch 0: |          | 6063/? [45:04<00:00,  2.24it/s]\nEpoch 0: |          | 6063/? [45:04<00:00,  2.24it/s]\nEpoch 0: |          | 6064/? [45:04<00:00,  2.24it/s]\nEpoch 0: |          | 6064/? [45:04<00:00,  2.24it/s]\nEpoch 0: |          | 6065/? [45:04<00:00,  2.24it/s]\nEpoch 0: |          | 6065/? [45:04<00:00,  2.24it/s]\nEpoch 0: |          | 6066/? [45:05<00:00,  2.24it/s]\nEpoch 0: |          | 6066/? [45:05<00:00,  2.24it/s]\nEpoch 0: |          | 6067/? [45:05<00:00,  2.24it/s]\nEpoch 0: |          | 6067/? [45:05<00:00,  2.24it/s]\nEpoch 0: |          | 6068/? [45:05<00:00,  2.24it/s]\nEpoch 0: |          | 6068/? [45:05<00:00,  2.24it/s]\nEpoch 0: |          | 6069/? [45:06<00:00,  2.24it/s]\nEpoch 0: |          | 6069/? [45:06<00:00,  2.24it/s]\nEpoch 0: |          | 6070/? [45:06<00:00,  2.24it/s]\nEpoch 0: |          | 6070/? [45:06<00:00,  2.24it/s]\nEpoch 0: |          | 6071/? [45:06<00:00,  2.24it/s]\nEpoch 0: |          | 6071/? [45:06<00:00,  2.24it/s]\nEpoch 0: |          | 6072/? [45:07<00:00,  2.24it/s]\nEpoch 0: |          | 6072/? [45:07<00:00,  2.24it/s]\nEpoch 0: |          | 6073/? [45:07<00:00,  2.24it/s]\nEpoch 0: |          | 6073/? [45:07<00:00,  2.24it/s]\nEpoch 0: |          | 6074/? [45:07<00:00,  2.24it/s]\nEpoch 0: |          | 6074/? [45:07<00:00,  2.24it/s]\nEpoch 0: |          | 6075/? [45:07<00:00,  2.24it/s]\nEpoch 0: |          | 6075/? [45:07<00:00,  2.24it/s]\nEpoch 0: |          | 6076/? [45:08<00:00,  2.24it/s]\nEpoch 0: |          | 6076/? [45:08<00:00,  2.24it/s]\nEpoch 0: |          | 6077/? [45:08<00:00,  2.24it/s]\nEpoch 0: |          | 6077/? [45:08<00:00,  2.24it/s]\nEpoch 0: |          | 6078/? [45:08<00:00,  2.24it/s]\nEpoch 0: |          | 6078/? [45:08<00:00,  2.24it/s]\nEpoch 0: |          | 6079/? [45:09<00:00,  2.24it/s]\nEpoch 0: |          | 6079/? [45:09<00:00,  2.24it/s]\nEpoch 0: |          | 6080/? [45:09<00:00,  2.24it/s]\nEpoch 0: |          | 6080/? [45:09<00:00,  2.24it/s]\nEpoch 0: |          | 6081/? [45:09<00:00,  2.24it/s]\nEpoch 0: |          | 6081/? [45:09<00:00,  2.24it/s]\nEpoch 0: |          | 6082/? [45:09<00:00,  2.24it/s]\nEpoch 0: |          | 6082/? [45:09<00:00,  2.24it/s]\nEpoch 0: |          | 6083/? [45:10<00:00,  2.24it/s]\nEpoch 0: |          | 6083/? [45:10<00:00,  2.24it/s]\nEpoch 0: |          | 6084/? [45:10<00:00,  2.24it/s]\nEpoch 0: |          | 6084/? [45:10<00:00,  2.24it/s]\nEpoch 0: |          | 6085/? [45:10<00:00,  2.24it/s]\nEpoch 0: |          | 6085/? [45:10<00:00,  2.24it/s]\nEpoch 0: |          | 6086/? [45:11<00:00,  2.24it/s]\nEpoch 0: |          | 6086/? [45:11<00:00,  2.24it/s]\nEpoch 0: |          | 6087/? [45:11<00:00,  2.24it/s]\nEpoch 0: |          | 6087/? [45:11<00:00,  2.24it/s]\nEpoch 0: |          | 6088/? [45:11<00:00,  2.25it/s]\nEpoch 0: |          | 6088/? [45:11<00:00,  2.25it/s]\nEpoch 0: |          | 6089/? [45:11<00:00,  2.25it/s]\nEpoch 0: |          | 6089/? [45:11<00:00,  2.25it/s]\nEpoch 0: |          | 6090/? [45:12<00:00,  2.25it/s]\nEpoch 0: |          | 6090/? [45:12<00:00,  2.25it/s]\nEpoch 0: |          | 6091/? [45:12<00:00,  2.25it/s]\nEpoch 0: |          | 6091/? [45:12<00:00,  2.25it/s]\nEpoch 0: |          | 6092/? [45:12<00:00,  2.25it/s]\nEpoch 0: |          | 6092/? [45:12<00:00,  2.25it/s]\nEpoch 0: |          | 6093/? [45:13<00:00,  2.25it/s]\nEpoch 0: |          | 6093/? [45:13<00:00,  2.25it/s]\nEpoch 0: |          | 6094/? [45:13<00:00,  2.25it/s]\nEpoch 0: |          | 6094/? [45:13<00:00,  2.25it/s]\nEpoch 0: |          | 6095/? [45:13<00:00,  2.25it/s]\nEpoch 0: |          | 6095/? [45:13<00:00,  2.25it/s]\nEpoch 0: |          | 6096/? [45:13<00:00,  2.25it/s]\nEpoch 0: |          | 6096/? [45:13<00:00,  2.25it/s]\nEpoch 0: |          | 6097/? [45:14<00:00,  2.25it/s]\nEpoch 0: |          | 6097/? [45:14<00:00,  2.25it/s]\nEpoch 0: |          | 6098/? [45:14<00:00,  2.25it/s]\nEpoch 0: |          | 6098/? [45:14<00:00,  2.25it/s]\nEpoch 0: |          | 6099/? [45:14<00:00,  2.25it/s]\nEpoch 0: |          | 6099/? [45:14<00:00,  2.25it/s]\nEpoch 0: |          | 6100/? [45:15<00:00,  2.25it/s]\nEpoch 0: |          | 6100/? [45:15<00:00,  2.25it/s]\nEpoch 0: |          | 6101/? [45:15<00:00,  2.25it/s]\nEpoch 0: |          | 6101/? [45:15<00:00,  2.25it/s]\nEpoch 0: |          | 6102/? [45:15<00:00,  2.25it/s]\nEpoch 0: |          | 6102/? [45:15<00:00,  2.25it/s]\nEpoch 0: |          | 6103/? [45:16<00:00,  2.25it/s]\nEpoch 0: |          | 6103/? [45:16<00:00,  2.25it/s]\nEpoch 0: |          | 6104/? [45:16<00:00,  2.25it/s]\nEpoch 0: |          | 6104/? [45:16<00:00,  2.25it/s]\nEpoch 0: |          | 6105/? [45:16<00:00,  2.25it/s]\nEpoch 0: |          | 6105/? [45:16<00:00,  2.25it/s]\nEpoch 0: |          | 6106/? [45:16<00:00,  2.25it/s]\nEpoch 0: |          | 6106/? [45:16<00:00,  2.25it/s]\nEpoch 0: |          | 6107/? [45:17<00:00,  2.25it/s]\nEpoch 0: |          | 6107/? [45:17<00:00,  2.25it/s]\nEpoch 0: |          | 6108/? [45:17<00:00,  2.25it/s]\nEpoch 0: |          | 6108/? [45:17<00:00,  2.25it/s]\nEpoch 0: |          | 6109/? [45:17<00:00,  2.25it/s]\nEpoch 0: |          | 6109/? [45:17<00:00,  2.25it/s]\nEpoch 0: |          | 6110/? [45:17<00:00,  2.25it/s]\nEpoch 0: |          | 6110/? [45:17<00:00,  2.25it/s]\nEpoch 0: |          | 6111/? [45:18<00:00,  2.25it/s]\nEpoch 0: |          | 6111/? [45:18<00:00,  2.25it/s]\nEpoch 0: |          | 6112/? [45:18<00:00,  2.25it/s]\nEpoch 0: |          | 6112/? [45:18<00:00,  2.25it/s]\nEpoch 0: |          | 6113/? [45:18<00:00,  2.25it/s]\nEpoch 0: |          | 6113/? [45:18<00:00,  2.25it/s]\nEpoch 0: |          | 6114/? [45:19<00:00,  2.25it/s]\nEpoch 0: |          | 6114/? [45:19<00:00,  2.25it/s]\nEpoch 0: |          | 6115/? [45:19<00:00,  2.25it/s]\nEpoch 0: |          | 6115/? [45:19<00:00,  2.25it/s]\nEpoch 0: |          | 6116/? [45:19<00:00,  2.25it/s]\nEpoch 0: |          | 6116/? [45:19<00:00,  2.25it/s]\nEpoch 0: |          | 6117/? [45:19<00:00,  2.25it/s]\nEpoch 0: |          | 6117/? [45:19<00:00,  2.25it/s]\nEpoch 0: |          | 6118/? [45:20<00:00,  2.25it/s]\nEpoch 0: |          | 6118/? [45:20<00:00,  2.25it/s]\nEpoch 0: |          | 6119/? [45:20<00:00,  2.25it/s]\nEpoch 0: |          | 6119/? [45:20<00:00,  2.25it/s]\nEpoch 0: |          | 6120/? [45:20<00:00,  2.25it/s]\nEpoch 0: |          | 6120/? [45:20<00:00,  2.25it/s]\nEpoch 0: |          | 6121/? [45:21<00:00,  2.25it/s]\nEpoch 0: |          | 6121/? [45:21<00:00,  2.25it/s]\nEpoch 0: |          | 6122/? [45:21<00:00,  2.25it/s]\nEpoch 0: |          | 6122/? [45:21<00:00,  2.25it/s]\nEpoch 0: |          | 6123/? [45:21<00:00,  2.25it/s]\nEpoch 0: |          | 6123/? [45:21<00:00,  2.25it/s]\nEpoch 0: |          | 6124/? [45:22<00:00,  2.25it/s]\nEpoch 0: |          | 6124/? [45:22<00:00,  2.25it/s]\nEpoch 0: |          | 6125/? [45:22<00:00,  2.25it/s]\nEpoch 0: |          | 6125/? [45:22<00:00,  2.25it/s]\nEpoch 0: |          | 6126/? [45:22<00:00,  2.25it/s]\nEpoch 0: |          | 6126/? [45:22<00:00,  2.25it/s]\nEpoch 0: |          | 6127/? [45:22<00:00,  2.25it/s]\nEpoch 0: |          | 6127/? [45:22<00:00,  2.25it/s]\nEpoch 0: |          | 6128/? [45:23<00:00,  2.25it/s]\nEpoch 0: |          | 6128/? [45:23<00:00,  2.25it/s]\nEpoch 0: |          | 6129/? [45:23<00:00,  2.25it/s]\nEpoch 0: |          | 6129/? [45:23<00:00,  2.25it/s]\nEpoch 0: |          | 6130/? [45:23<00:00,  2.25it/s]\nEpoch 0: |          | 6130/? [45:23<00:00,  2.25it/s]\nEpoch 0: |          | 6131/? [45:24<00:00,  2.25it/s]\nEpoch 0: |          | 6131/? [45:24<00:00,  2.25it/s]\nEpoch 0: |          | 6132/? [45:24<00:00,  2.25it/s]\nEpoch 0: |          | 6132/? [45:24<00:00,  2.25it/s]\nEpoch 0: |          | 6133/? [45:24<00:00,  2.25it/s]\nEpoch 0: |          | 6133/? [45:24<00:00,  2.25it/s]\nEpoch 0: |          | 6134/? [45:24<00:00,  2.25it/s]\nEpoch 0: |          | 6134/? [45:24<00:00,  2.25it/s]\nEpoch 0: |          | 6135/? [45:25<00:00,  2.25it/s]\nEpoch 0: |          | 6135/? [45:25<00:00,  2.25it/s]\nEpoch 0: |          | 6136/? [45:25<00:00,  2.25it/s]\nEpoch 0: |          | 6136/? [45:25<00:00,  2.25it/s]\nEpoch 0: |          | 6137/? [45:25<00:00,  2.25it/s]\nEpoch 0: |          | 6137/? [45:25<00:00,  2.25it/s]\nEpoch 0: |          | 6138/? [45:26<00:00,  2.25it/s]\nEpoch 0: |          | 6138/? [45:26<00:00,  2.25it/s]\nEpoch 0: |          | 6139/? [45:26<00:00,  2.25it/s]\nEpoch 0: |          | 6139/? [45:26<00:00,  2.25it/s]\nEpoch 0: |          | 6140/? [45:26<00:00,  2.25it/s]\nEpoch 0: |          | 6140/? [45:26<00:00,  2.25it/s]\nEpoch 0: |          | 6141/? [45:26<00:00,  2.25it/s]\nEpoch 0: |          | 6141/? [45:26<00:00,  2.25it/s]\nEpoch 0: |          | 6142/? [45:27<00:00,  2.25it/s]\nEpoch 0: |          | 6142/? [45:27<00:00,  2.25it/s]\nEpoch 0: |          | 6143/? [45:27<00:00,  2.25it/s]\nEpoch 0: |          | 6143/? [45:27<00:00,  2.25it/s]\nEpoch 0: |          | 6144/? [45:27<00:00,  2.25it/s]\nEpoch 0: |          | 6144/? [45:27<00:00,  2.25it/s]\nEpoch 0: |          | 6145/? [45:28<00:00,  2.25it/s]\nEpoch 0: |          | 6145/? [45:28<00:00,  2.25it/s]\nEpoch 0: |          | 6146/? [45:28<00:00,  2.25it/s]\nEpoch 0: |          | 6146/? [45:28<00:00,  2.25it/s]\nEpoch 0: |          | 6147/? [45:28<00:00,  2.25it/s]\nEpoch 0: |          | 6147/? [45:28<00:00,  2.25it/s]\nEpoch 0: |          | 6148/? [45:29<00:00,  2.25it/s]\nEpoch 0: |          | 6148/? [45:29<00:00,  2.25it/s]\nEpoch 0: |          | 6149/? [45:29<00:00,  2.25it/s]\nEpoch 0: |          | 6149/? [45:29<00:00,  2.25it/s]\nEpoch 0: |          | 6150/? [45:29<00:00,  2.25it/s]\nEpoch 0: |          | 6150/? [45:29<00:00,  2.25it/s]\nEpoch 0: |          | 6151/? [45:29<00:00,  2.25it/s]\nEpoch 0: |          | 6151/? [45:29<00:00,  2.25it/s]\nEpoch 0: |          | 6152/? [45:30<00:00,  2.25it/s]\nEpoch 0: |          | 6152/? [45:30<00:00,  2.25it/s]\nEpoch 0: |          | 6153/? [45:30<00:00,  2.25it/s]\nEpoch 0: |          | 6153/? [45:30<00:00,  2.25it/s]\nEpoch 0: |          | 6154/? [45:30<00:00,  2.25it/s]\nEpoch 0: |          | 6154/? [45:30<00:00,  2.25it/s]\nEpoch 0: |          | 6155/? [45:31<00:00,  2.25it/s]\nEpoch 0: |          | 6155/? [45:31<00:00,  2.25it/s]\nEpoch 0: |          | 6156/? [45:31<00:00,  2.25it/s]\nEpoch 0: |          | 6156/? [45:31<00:00,  2.25it/s]\nEpoch 0: |          | 6157/? [45:31<00:00,  2.25it/s]\nEpoch 0: |          | 6157/? [45:31<00:00,  2.25it/s]\nEpoch 0: |          | 6158/? [45:32<00:00,  2.25it/s]\nEpoch 0: |          | 6158/? [45:32<00:00,  2.25it/s]\nEpoch 0: |          | 6159/? [45:32<00:00,  2.25it/s]\nEpoch 0: |          | 6159/? [45:32<00:00,  2.25it/s]\nEpoch 0: |          | 6160/? [45:32<00:00,  2.25it/s]\nEpoch 0: |          | 6160/? [45:32<00:00,  2.25it/s]\nEpoch 0: |          | 6161/? [45:32<00:00,  2.25it/s]\nEpoch 0: |          | 6161/? [45:32<00:00,  2.25it/s]\nEpoch 0: |          | 6162/? [45:33<00:00,  2.25it/s]\nEpoch 0: |          | 6162/? [45:33<00:00,  2.25it/s]\nEpoch 0: |          | 6163/? [45:33<00:00,  2.25it/s]\nEpoch 0: |          | 6163/? [45:33<00:00,  2.25it/s]\nEpoch 0: |          | 6164/? [45:33<00:00,  2.25it/s]\nEpoch 0: |          | 6164/? [45:33<00:00,  2.25it/s]\nEpoch 0: |          | 6165/? [45:34<00:00,  2.25it/s]\nEpoch 0: |          | 6165/? [45:34<00:00,  2.25it/s]\nEpoch 0: |          | 6166/? [45:34<00:00,  2.26it/s]\nEpoch 0: |          | 6166/? [45:34<00:00,  2.26it/s]\nEpoch 0: |          | 6167/? [45:34<00:00,  2.26it/s]\nEpoch 0: |          | 6167/? [45:34<00:00,  2.26it/s]\nEpoch 0: |          | 6168/? [45:34<00:00,  2.26it/s]\nEpoch 0: |          | 6168/? [45:34<00:00,  2.26it/s]\nEpoch 0: |          | 6169/? [45:35<00:00,  2.26it/s]\nEpoch 0: |          | 6169/? [45:35<00:00,  2.26it/s]\nEpoch 0: |          | 6170/? [45:35<00:00,  2.26it/s]\nEpoch 0: |          | 6170/? [45:35<00:00,  2.26it/s]\nEpoch 0: |          | 6171/? [45:35<00:00,  2.26it/s]\nEpoch 0: |          | 6171/? [45:35<00:00,  2.26it/s]\nEpoch 0: |          | 6172/? [45:36<00:00,  2.26it/s]\nEpoch 0: |          | 6172/? [45:36<00:00,  2.26it/s]\nEpoch 0: |          | 6173/? [45:36<00:00,  2.26it/s]\nEpoch 0: |          | 6173/? [45:36<00:00,  2.26it/s]\nEpoch 0: |          | 6174/? [45:36<00:00,  2.26it/s]\nEpoch 0: |          | 6174/? [45:36<00:00,  2.26it/s]\nEpoch 0: |          | 6175/? [45:36<00:00,  2.26it/s]\nEpoch 0: |          | 6175/? [45:36<00:00,  2.26it/s]\nEpoch 0: |          | 6176/? [45:37<00:00,  2.26it/s]\nEpoch 0: |          | 6176/? [45:37<00:00,  2.26it/s]\nEpoch 0: |          | 6177/? [45:37<00:00,  2.26it/s]\nEpoch 0: |          | 6177/? [45:37<00:00,  2.26it/s]\nEpoch 0: |          | 6178/? [45:37<00:00,  2.26it/s]\nEpoch 0: |          | 6178/? [45:37<00:00,  2.26it/s]\nEpoch 0: |          | 6179/? [45:38<00:00,  2.26it/s]\nEpoch 0: |          | 6179/? [45:38<00:00,  2.26it/s]\nEpoch 0: |          | 6180/? [45:38<00:00,  2.26it/s]\nEpoch 0: |          | 6180/? [45:38<00:00,  2.26it/s]\nEpoch 0: |          | 6181/? [45:38<00:00,  2.26it/s]\nEpoch 0: |          | 6181/? [45:38<00:00,  2.26it/s]\nEpoch 0: |          | 6182/? [45:38<00:00,  2.26it/s]\nEpoch 0: |          | 6182/? [45:38<00:00,  2.26it/s]\nEpoch 0: |          | 6183/? [45:39<00:00,  2.26it/s]\nEpoch 0: |          | 6183/? [45:39<00:00,  2.26it/s]\nEpoch 0: |          | 6184/? [45:39<00:00,  2.26it/s]\nEpoch 0: |          | 6184/? [45:39<00:00,  2.26it/s]\nEpoch 0: |          | 6185/? [45:39<00:00,  2.26it/s]\nEpoch 0: |          | 6185/? [45:39<00:00,  2.26it/s]\nEpoch 0: |          | 6186/? [45:40<00:00,  2.26it/s]\nEpoch 0: |          | 6186/? [45:40<00:00,  2.26it/s]\nEpoch 0: |          | 6187/? [45:40<00:00,  2.26it/s]\nEpoch 0: |          | 6187/? [45:40<00:00,  2.26it/s]\nEpoch 0: |          | 6188/? [45:40<00:00,  2.26it/s]\nEpoch 0: |          | 6188/? [45:40<00:00,  2.26it/s]\nEpoch 0: |          | 6189/? [45:40<00:00,  2.26it/s]\nEpoch 0: |          | 6189/? [45:40<00:00,  2.26it/s]\nEpoch 0: |          | 6190/? [45:41<00:00,  2.26it/s]\nEpoch 0: |          | 6190/? [45:41<00:00,  2.26it/s]\nEpoch 0: |          | 6191/? [45:41<00:00,  2.26it/s]\nEpoch 0: |          | 6191/? [45:41<00:00,  2.26it/s]\nEpoch 0: |          | 6192/? [45:41<00:00,  2.26it/s]\nEpoch 0: |          | 6192/? [45:41<00:00,  2.26it/s]\nEpoch 0: |          | 6193/? [45:42<00:00,  2.26it/s]\nEpoch 0: |          | 6193/? [45:42<00:00,  2.26it/s]\nEpoch 0: |          | 6194/? [45:42<00:00,  2.26it/s]\nEpoch 0: |          | 6194/? [45:42<00:00,  2.26it/s]\nEpoch 0: |          | 6195/? [45:42<00:00,  2.26it/s]\nEpoch 0: |          | 6195/? [45:42<00:00,  2.26it/s]\nEpoch 0: |          | 6196/? [45:42<00:00,  2.26it/s]\nEpoch 0: |          | 6196/? [45:42<00:00,  2.26it/s]\nEpoch 0: |          | 6197/? [45:43<00:00,  2.26it/s]\nEpoch 0: |          | 6197/? [45:43<00:00,  2.26it/s]\nEpoch 0: |          | 6198/? [45:43<00:00,  2.26it/s]\nEpoch 0: |          | 6198/? [45:43<00:00,  2.26it/s]\nEpoch 0: |          | 6199/? [45:43<00:00,  2.26it/s]\nEpoch 0: |          | 6199/? [45:43<00:00,  2.26it/s]\nEpoch 0: |          | 6200/? [45:44<00:00,  2.26it/s]\nEpoch 0: |          | 6200/? [45:44<00:00,  2.26it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.91it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.71it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.81it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.55it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 6200/? [45:44<00:00,  2.26it/s]\nEpoch 0: |          | 6201/? [45:44<00:00,  2.26it/s]\nEpoch 0: |          | 6201/? [45:44<00:00,  2.26it/s]\nEpoch 0: |          | 6202/? [45:44<00:00,  2.26it/s]\nEpoch 0: |          | 6202/? [45:44<00:00,  2.26it/s]\nEpoch 0: |          | 6203/? [45:45<00:00,  2.26it/s]\nEpoch 0: |          | 6203/? [45:45<00:00,  2.26it/s]\nEpoch 0: |          | 6204/? [45:45<00:00,  2.26it/s]\nEpoch 0: |          | 6204/? [45:45<00:00,  2.26it/s]\nEpoch 0: |          | 6205/? [45:45<00:00,  2.26it/s]\nEpoch 0: |          | 6205/? [45:45<00:00,  2.26it/s]\nEpoch 0: |          | 6206/? [45:46<00:00,  2.26it/s]\nEpoch 0: |          | 6206/? [45:46<00:00,  2.26it/s]\nEpoch 0: |          | 6207/? [45:46<00:00,  2.26it/s]\nEpoch 0: |          | 6207/? [45:46<00:00,  2.26it/s]\nEpoch 0: |          | 6208/? [45:46<00:00,  2.26it/s]\nEpoch 0: |          | 6208/? [45:46<00:00,  2.26it/s]\nEpoch 0: |          | 6209/? [45:46<00:00,  2.26it/s]\nEpoch 0: |          | 6209/? [45:46<00:00,  2.26it/s]\nEpoch 0: |          | 6210/? [45:47<00:00,  2.26it/s]\nEpoch 0: |          | 6210/? [45:47<00:00,  2.26it/s]\nEpoch 0: |          | 6211/? [45:47<00:00,  2.26it/s]\nEpoch 0: |          | 6211/? [45:47<00:00,  2.26it/s]\nEpoch 0: |          | 6212/? [45:47<00:00,  2.26it/s]\nEpoch 0: |          | 6212/? [45:47<00:00,  2.26it/s]\nEpoch 0: |          | 6213/? [45:48<00:00,  2.26it/s]\nEpoch 0: |          | 6213/? [45:48<00:00,  2.26it/s]\nEpoch 0: |          | 6214/? [45:48<00:00,  2.26it/s]\nEpoch 0: |          | 6214/? [45:48<00:00,  2.26it/s]\nEpoch 0: |          | 6215/? [45:48<00:00,  2.26it/s]\nEpoch 0: |          | 6215/? [45:48<00:00,  2.26it/s]\nEpoch 0: |          | 6216/? [45:48<00:00,  2.26it/s]\nEpoch 0: |          | 6216/? [45:48<00:00,  2.26it/s]\nEpoch 0: |          | 6217/? [45:49<00:00,  2.26it/s]\nEpoch 0: |          | 6217/? [45:49<00:00,  2.26it/s]\nEpoch 0: |          | 6218/? [45:49<00:00,  2.26it/s]\nEpoch 0: |          | 6218/? [45:49<00:00,  2.26it/s]\nEpoch 0: |          | 6219/? [45:49<00:00,  2.26it/s]\nEpoch 0: |          | 6219/? [45:49<00:00,  2.26it/s]\nEpoch 0: |          | 6220/? [45:50<00:00,  2.26it/s]\nEpoch 0: |          | 6220/? [45:50<00:00,  2.26it/s]\nEpoch 0: |          | 6221/? [45:50<00:00,  2.26it/s]\nEpoch 0: |          | 6221/? [45:50<00:00,  2.26it/s]\nEpoch 0: |          | 6222/? [45:50<00:00,  2.26it/s]\nEpoch 0: |          | 6222/? [45:50<00:00,  2.26it/s]\nEpoch 0: |          | 6223/? [45:50<00:00,  2.26it/s]\nEpoch 0: |          | 6223/? [45:50<00:00,  2.26it/s]\nEpoch 0: |          | 6224/? [45:51<00:00,  2.26it/s]\nEpoch 0: |          | 6224/? [45:51<00:00,  2.26it/s]\nEpoch 0: |          | 6225/? [45:51<00:00,  2.26it/s]\nEpoch 0: |          | 6225/? [45:51<00:00,  2.26it/s]\nEpoch 0: |          | 6226/? [45:51<00:00,  2.26it/s]\nEpoch 0: |          | 6226/? [45:51<00:00,  2.26it/s]\nEpoch 0: |          | 6227/? [45:52<00:00,  2.26it/s]\nEpoch 0: |          | 6227/? [45:52<00:00,  2.26it/s]\nEpoch 0: |          | 6228/? [45:52<00:00,  2.26it/s]\nEpoch 0: |          | 6228/? [45:52<00:00,  2.26it/s]\nEpoch 0: |          | 6229/? [45:52<00:00,  2.26it/s]\nEpoch 0: |          | 6229/? [45:52<00:00,  2.26it/s]\nEpoch 0: |          | 6230/? [45:52<00:00,  2.26it/s]\nEpoch 0: |          | 6230/? [45:52<00:00,  2.26it/s]\nEpoch 0: |          | 6231/? [45:53<00:00,  2.26it/s]\nEpoch 0: |          | 6231/? [45:53<00:00,  2.26it/s]\nEpoch 0: |          | 6232/? [45:53<00:00,  2.26it/s]\nEpoch 0: |          | 6232/? [45:53<00:00,  2.26it/s]\nEpoch 0: |          | 6233/? [45:53<00:00,  2.26it/s]\nEpoch 0: |          | 6233/? [45:53<00:00,  2.26it/s]\nEpoch 0: |          | 6234/? [45:54<00:00,  2.26it/s]\nEpoch 0: |          | 6234/? [45:54<00:00,  2.26it/s]\nEpoch 0: |          | 6235/? [45:54<00:00,  2.26it/s]\nEpoch 0: |          | 6235/? [45:54<00:00,  2.26it/s]\nEpoch 0: |          | 6236/? [45:54<00:00,  2.26it/s]\nEpoch 0: |          | 6236/? [45:54<00:00,  2.26it/s]\nEpoch 0: |          | 6237/? [45:54<00:00,  2.26it/s]\nEpoch 0: |          | 6237/? [45:54<00:00,  2.26it/s]\nEpoch 0: |          | 6238/? [45:55<00:00,  2.26it/s]\nEpoch 0: |          | 6238/? [45:55<00:00,  2.26it/s]\nEpoch 0: |          | 6239/? [45:55<00:00,  2.26it/s]\nEpoch 0: |          | 6239/? [45:55<00:00,  2.26it/s]\nEpoch 0: |          | 6240/? [45:55<00:00,  2.26it/s]\nEpoch 0: |          | 6240/? [45:55<00:00,  2.26it/s]\nEpoch 0: |          | 6241/? [45:56<00:00,  2.26it/s]\nEpoch 0: |          | 6241/? [45:56<00:00,  2.26it/s]\nEpoch 0: |          | 6242/? [45:56<00:00,  2.26it/s]\nEpoch 0: |          | 6242/? [45:56<00:00,  2.26it/s]\nEpoch 0: |          | 6243/? [45:56<00:00,  2.26it/s]\nEpoch 0: |          | 6243/? [45:56<00:00,  2.26it/s]\nEpoch 0: |          | 6244/? [45:56<00:00,  2.26it/s]\nEpoch 0: |          | 6244/? [45:56<00:00,  2.26it/s]\nEpoch 0: |          | 6245/? [45:57<00:00,  2.26it/s]\nEpoch 0: |          | 6245/? [45:57<00:00,  2.26it/s]\nEpoch 0: |          | 6246/? [45:57<00:00,  2.27it/s]\nEpoch 0: |          | 6246/? [45:57<00:00,  2.27it/s]\nEpoch 0: |          | 6247/? [45:57<00:00,  2.27it/s]\nEpoch 0: |          | 6247/? [45:57<00:00,  2.27it/s]\nEpoch 0: |          | 6248/? [45:58<00:00,  2.27it/s]\nEpoch 0: |          | 6248/? [45:58<00:00,  2.27it/s]\nEpoch 0: |          | 6249/? [45:58<00:00,  2.27it/s]\nEpoch 0: |          | 6249/? [45:58<00:00,  2.27it/s]\nEpoch 0: |          | 6250/? [45:58<00:00,  2.27it/s]\nEpoch 0: |          | 6250/? [45:58<00:00,  2.27it/s]\nEpoch 0: |          | 6251/? [45:59<00:00,  2.27it/s]\nEpoch 0: |          | 6251/? [45:59<00:00,  2.27it/s]\nEpoch 0: |          | 6252/? [45:59<00:00,  2.27it/s]\nEpoch 0: |          | 6252/? [45:59<00:00,  2.27it/s]\nEpoch 0: |          | 6253/? [45:59<00:00,  2.27it/s]\nEpoch 0: |          | 6253/? [45:59<00:00,  2.27it/s]\nEpoch 0: |          | 6254/? [45:59<00:00,  2.27it/s]\nEpoch 0: |          | 6254/? [45:59<00:00,  2.27it/s]\nEpoch 0: |          | 6255/? [46:00<00:00,  2.27it/s]\nEpoch 0: |          | 6255/? [46:00<00:00,  2.27it/s]\nEpoch 0: |          | 6256/? [46:00<00:00,  2.27it/s]\nEpoch 0: |          | 6256/? [46:00<00:00,  2.27it/s]\nEpoch 0: |          | 6257/? [46:00<00:00,  2.27it/s]\nEpoch 0: |          | 6257/? [46:00<00:00,  2.27it/s]\nEpoch 0: |          | 6258/? [46:00<00:00,  2.27it/s]\nEpoch 0: |          | 6258/? [46:00<00:00,  2.27it/s]\nEpoch 0: |          | 6259/? [46:01<00:00,  2.27it/s]\nEpoch 0: |          | 6259/? [46:01<00:00,  2.27it/s]\nEpoch 0: |          | 6260/? [46:01<00:00,  2.27it/s]\nEpoch 0: |          | 6260/? [46:01<00:00,  2.27it/s]\nEpoch 0: |          | 6261/? [46:01<00:00,  2.27it/s]\nEpoch 0: |          | 6261/? [46:01<00:00,  2.27it/s]\nEpoch 0: |          | 6262/? [46:02<00:00,  2.27it/s]\nEpoch 0: |          | 6262/? [46:02<00:00,  2.27it/s]\nEpoch 0: |          | 6263/? [46:02<00:00,  2.27it/s]\nEpoch 0: |          | 6263/? [46:02<00:00,  2.27it/s]\nEpoch 0: |          | 6264/? [46:02<00:00,  2.27it/s]\nEpoch 0: |          | 6264/? [46:02<00:00,  2.27it/s]\nEpoch 0: |          | 6265/? [46:02<00:00,  2.27it/s]\nEpoch 0: |          | 6265/? [46:02<00:00,  2.27it/s]\nEpoch 0: |          | 6266/? [46:03<00:00,  2.27it/s]\nEpoch 0: |          | 6266/? [46:03<00:00,  2.27it/s]\nEpoch 0: |          | 6267/? [46:03<00:00,  2.27it/s]\nEpoch 0: |          | 6267/? [46:03<00:00,  2.27it/s]\nEpoch 0: |          | 6268/? [46:03<00:00,  2.27it/s]\nEpoch 0: |          | 6268/? [46:03<00:00,  2.27it/s]\nEpoch 0: |          | 6269/? [46:04<00:00,  2.27it/s]\nEpoch 0: |          | 6269/? [46:04<00:00,  2.27it/s]\nEpoch 0: |          | 6270/? [46:04<00:00,  2.27it/s]\nEpoch 0: |          | 6270/? [46:04<00:00,  2.27it/s]\nEpoch 0: |          | 6271/? [46:04<00:00,  2.27it/s]\nEpoch 0: |          | 6271/? [46:04<00:00,  2.27it/s]\nEpoch 0: |          | 6272/? [46:04<00:00,  2.27it/s]\nEpoch 0: |          | 6272/? [46:04<00:00,  2.27it/s]\nEpoch 0: |          | 6273/? [46:05<00:00,  2.27it/s]\nEpoch 0: |          | 6273/? [46:05<00:00,  2.27it/s]\nEpoch 0: |          | 6274/? [46:05<00:00,  2.27it/s]\nEpoch 0: |          | 6274/? [46:05<00:00,  2.27it/s]\nEpoch 0: |          | 6275/? [46:05<00:00,  2.27it/s]\nEpoch 0: |          | 6275/? [46:05<00:00,  2.27it/s]\nEpoch 0: |          | 6276/? [46:06<00:00,  2.27it/s]\nEpoch 0: |          | 6276/? [46:06<00:00,  2.27it/s]\nEpoch 0: |          | 6277/? [46:06<00:00,  2.27it/s]\nEpoch 0: |          | 6277/? [46:06<00:00,  2.27it/s]\nEpoch 0: |          | 6278/? [46:06<00:00,  2.27it/s]\nEpoch 0: |          | 6278/? [46:06<00:00,  2.27it/s]\nEpoch 0: |          | 6279/? [46:06<00:00,  2.27it/s]\nEpoch 0: |          | 6279/? [46:06<00:00,  2.27it/s]\nEpoch 0: |          | 6280/? [46:07<00:00,  2.27it/s]\nEpoch 0: |          | 6280/? [46:07<00:00,  2.27it/s]\nEpoch 0: |          | 6281/? [46:07<00:00,  2.27it/s]\nEpoch 0: |          | 6281/? [46:07<00:00,  2.27it/s]\nEpoch 0: |          | 6282/? [46:07<00:00,  2.27it/s]\nEpoch 0: |          | 6282/? [46:07<00:00,  2.27it/s]\nEpoch 0: |          | 6283/? [46:08<00:00,  2.27it/s]\nEpoch 0: |          | 6283/? [46:08<00:00,  2.27it/s]\nEpoch 0: |          | 6284/? [46:08<00:00,  2.27it/s]\nEpoch 0: |          | 6284/? [46:08<00:00,  2.27it/s]\nEpoch 0: |          | 6285/? [46:08<00:00,  2.27it/s]\nEpoch 0: |          | 6285/? [46:08<00:00,  2.27it/s]\nEpoch 0: |          | 6286/? [46:08<00:00,  2.27it/s]\nEpoch 0: |          | 6286/? [46:08<00:00,  2.27it/s]\nEpoch 0: |          | 6287/? [46:09<00:00,  2.27it/s]\nEpoch 0: |          | 6287/? [46:09<00:00,  2.27it/s]\nEpoch 0: |          | 6288/? [46:09<00:00,  2.27it/s]\nEpoch 0: |          | 6288/? [46:09<00:00,  2.27it/s]\nEpoch 0: |          | 6289/? [46:09<00:00,  2.27it/s]\nEpoch 0: |          | 6289/? [46:09<00:00,  2.27it/s]\nEpoch 0: |          | 6290/? [46:10<00:00,  2.27it/s]\nEpoch 0: |          | 6290/? [46:10<00:00,  2.27it/s]\nEpoch 0: |          | 6291/? [46:10<00:00,  2.27it/s]\nEpoch 0: |          | 6291/? [46:10<00:00,  2.27it/s]\nEpoch 0: |          | 6292/? [46:10<00:00,  2.27it/s]\nEpoch 0: |          | 6292/? [46:10<00:00,  2.27it/s]\nEpoch 0: |          | 6293/? [46:10<00:00,  2.27it/s]\nEpoch 0: |          | 6293/? [46:10<00:00,  2.27it/s]\nEpoch 0: |          | 6294/? [46:11<00:00,  2.27it/s]\nEpoch 0: |          | 6294/? [46:11<00:00,  2.27it/s]\nEpoch 0: |          | 6295/? [46:11<00:00,  2.27it/s]\nEpoch 0: |          | 6295/? [46:11<00:00,  2.27it/s]\nEpoch 0: |          | 6296/? [46:11<00:00,  2.27it/s]\nEpoch 0: |          | 6296/? [46:11<00:00,  2.27it/s]\nEpoch 0: |          | 6297/? [46:12<00:00,  2.27it/s]\nEpoch 0: |          | 6297/? [46:12<00:00,  2.27it/s]\nEpoch 0: |          | 6298/? [46:12<00:00,  2.27it/s]\nEpoch 0: |          | 6298/? [46:12<00:00,  2.27it/s]\nEpoch 0: |          | 6299/? [46:12<00:00,  2.27it/s]\nEpoch 0: |          | 6299/? [46:12<00:00,  2.27it/s]\nEpoch 0: |          | 6300/? [46:12<00:00,  2.27it/s]\nEpoch 0: |          | 6300/? [46:12<00:00,  2.27it/s]\nEpoch 0: |          | 6301/? [46:13<00:00,  2.27it/s]\nEpoch 0: |          | 6301/? [46:13<00:00,  2.27it/s]\nEpoch 0: |          | 6302/? [46:13<00:00,  2.27it/s]\nEpoch 0: |          | 6302/? [46:13<00:00,  2.27it/s]\nEpoch 0: |          | 6303/? [46:13<00:00,  2.27it/s]\nEpoch 0: |          | 6303/? [46:13<00:00,  2.27it/s]\nEpoch 0: |          | 6304/? [46:14<00:00,  2.27it/s]\nEpoch 0: |          | 6304/? [46:14<00:00,  2.27it/s]\nEpoch 0: |          | 6305/? [46:14<00:00,  2.27it/s]\nEpoch 0: |          | 6305/? [46:14<00:00,  2.27it/s]\nEpoch 0: |          | 6306/? [46:14<00:00,  2.27it/s]\nEpoch 0: |          | 6306/? [46:14<00:00,  2.27it/s]\nEpoch 0: |          | 6307/? [46:14<00:00,  2.27it/s]\nEpoch 0: |          | 6307/? [46:14<00:00,  2.27it/s]\nEpoch 0: |          | 6308/? [46:15<00:00,  2.27it/s]\nEpoch 0: |          | 6308/? [46:15<00:00,  2.27it/s]\nEpoch 0: |          | 6309/? [46:15<00:00,  2.27it/s]\nEpoch 0: |          | 6309/? [46:15<00:00,  2.27it/s]\nEpoch 0: |          | 6310/? [46:15<00:00,  2.27it/s]\nEpoch 0: |          | 6310/? [46:15<00:00,  2.27it/s]\nEpoch 0: |          | 6311/? [46:15<00:00,  2.27it/s]\nEpoch 0: |          | 6311/? [46:15<00:00,  2.27it/s]\nEpoch 0: |          | 6312/? [46:16<00:00,  2.27it/s]\nEpoch 0: |          | 6312/? [46:16<00:00,  2.27it/s]\nEpoch 0: |          | 6313/? [46:16<00:00,  2.27it/s]\nEpoch 0: |          | 6313/? [46:16<00:00,  2.27it/s]\nEpoch 0: |          | 6314/? [46:16<00:00,  2.27it/s]\nEpoch 0: |          | 6314/? [46:16<00:00,  2.27it/s]\nEpoch 0: |          | 6315/? [46:17<00:00,  2.27it/s]\nEpoch 0: |          | 6315/? [46:17<00:00,  2.27it/s]\nEpoch 0: |          | 6316/? [46:17<00:00,  2.27it/s]\nEpoch 0: |          | 6316/? [46:17<00:00,  2.27it/s]\nEpoch 0: |          | 6317/? [46:17<00:00,  2.27it/s]\nEpoch 0: |          | 6317/? [46:17<00:00,  2.27it/s]\nEpoch 0: |          | 6318/? [46:17<00:00,  2.27it/s]\nEpoch 0: |          | 6318/? [46:17<00:00,  2.27it/s]\nEpoch 0: |          | 6319/? [46:18<00:00,  2.27it/s]\nEpoch 0: |          | 6319/? [46:18<00:00,  2.27it/s]\nEpoch 0: |          | 6320/? [46:18<00:00,  2.27it/s]\nEpoch 0: |          | 6320/? [46:18<00:00,  2.27it/s]\nEpoch 0: |          | 6321/? [46:18<00:00,  2.27it/s]\nEpoch 0: |          | 6321/? [46:18<00:00,  2.27it/s]\nEpoch 0: |          | 6322/? [46:19<00:00,  2.27it/s]\nEpoch 0: |          | 6322/? [46:19<00:00,  2.27it/s]\nEpoch 0: |          | 6323/? [46:19<00:00,  2.27it/s]\nEpoch 0: |          | 6323/? [46:19<00:00,  2.27it/s]\nEpoch 0: |          | 6324/? [46:19<00:00,  2.28it/s]\nEpoch 0: |          | 6324/? [46:19<00:00,  2.28it/s]\nEpoch 0: |          | 6325/? [46:20<00:00,  2.28it/s]\nEpoch 0: |          | 6325/? [46:20<00:00,  2.28it/s]\nEpoch 0: |          | 6326/? [46:20<00:00,  2.28it/s]\nEpoch 0: |          | 6326/? [46:20<00:00,  2.28it/s]\nEpoch 0: |          | 6327/? [46:20<00:00,  2.28it/s]\nEpoch 0: |          | 6327/? [46:20<00:00,  2.28it/s]\nEpoch 0: |          | 6328/? [46:20<00:00,  2.28it/s]\nEpoch 0: |          | 6328/? [46:20<00:00,  2.28it/s]\nEpoch 0: |          | 6329/? [46:21<00:00,  2.28it/s]\nEpoch 0: |          | 6329/? [46:21<00:00,  2.28it/s]\nEpoch 0: |          | 6330/? [46:21<00:00,  2.28it/s]\nEpoch 0: |          | 6330/? [46:21<00:00,  2.28it/s]\nEpoch 0: |          | 6331/? [46:21<00:00,  2.28it/s]\nEpoch 0: |          | 6331/? [46:21<00:00,  2.28it/s]\nEpoch 0: |          | 6332/? [46:21<00:00,  2.28it/s]\nEpoch 0: |          | 6332/? [46:21<00:00,  2.28it/s]\nEpoch 0: |          | 6333/? [46:22<00:00,  2.28it/s]\nEpoch 0: |          | 6333/? [46:22<00:00,  2.28it/s]\nEpoch 0: |          | 6334/? [46:22<00:00,  2.28it/s]\nEpoch 0: |          | 6334/? [46:22<00:00,  2.28it/s]\nEpoch 0: |          | 6335/? [46:22<00:00,  2.28it/s]\nEpoch 0: |          | 6335/? [46:22<00:00,  2.28it/s]\nEpoch 0: |          | 6336/? [46:23<00:00,  2.28it/s]\nEpoch 0: |          | 6336/? [46:23<00:00,  2.28it/s]\nEpoch 0: |          | 6337/? [46:23<00:00,  2.28it/s]\nEpoch 0: |          | 6337/? [46:23<00:00,  2.28it/s]\nEpoch 0: |          | 6338/? [46:23<00:00,  2.28it/s]\nEpoch 0: |          | 6338/? [46:23<00:00,  2.28it/s]\nEpoch 0: |          | 6339/? [46:23<00:00,  2.28it/s]\nEpoch 0: |          | 6339/? [46:23<00:00,  2.28it/s]\nEpoch 0: |          | 6340/? [46:24<00:00,  2.28it/s]\nEpoch 0: |          | 6340/? [46:24<00:00,  2.28it/s]\nEpoch 0: |          | 6341/? [46:24<00:00,  2.28it/s]\nEpoch 0: |          | 6341/? [46:24<00:00,  2.28it/s]\nEpoch 0: |          | 6342/? [46:24<00:00,  2.28it/s]\nEpoch 0: |          | 6342/? [46:24<00:00,  2.28it/s]\nEpoch 0: |          | 6343/? [46:25<00:00,  2.28it/s]\nEpoch 0: |          | 6343/? [46:25<00:00,  2.28it/s]\nEpoch 0: |          | 6344/? [46:25<00:00,  2.28it/s]\nEpoch 0: |          | 6344/? [46:25<00:00,  2.28it/s]\nEpoch 0: |          | 6345/? [46:25<00:00,  2.28it/s]\nEpoch 0: |          | 6345/? [46:25<00:00,  2.28it/s]\nEpoch 0: |          | 6346/? [46:25<00:00,  2.28it/s]\nEpoch 0: |          | 6346/? [46:25<00:00,  2.28it/s]\nEpoch 0: |          | 6347/? [46:26<00:00,  2.28it/s]\nEpoch 0: |          | 6347/? [46:26<00:00,  2.28it/s]\nEpoch 0: |          | 6348/? [46:26<00:00,  2.28it/s]\nEpoch 0: |          | 6348/? [46:26<00:00,  2.28it/s]\nEpoch 0: |          | 6349/? [46:26<00:00,  2.28it/s]\nEpoch 0: |          | 6349/? [46:26<00:00,  2.28it/s]\nEpoch 0: |          | 6350/? [46:27<00:00,  2.28it/s]\nEpoch 0: |          | 6350/? [46:27<00:00,  2.28it/s]\nEpoch 0: |          | 6351/? [46:27<00:00,  2.28it/s]\nEpoch 0: |          | 6351/? [46:27<00:00,  2.28it/s]\nEpoch 0: |          | 6352/? [46:27<00:00,  2.28it/s]\nEpoch 0: |          | 6352/? [46:27<00:00,  2.28it/s]\nEpoch 0: |          | 6353/? [46:27<00:00,  2.28it/s]\nEpoch 0: |          | 6353/? [46:27<00:00,  2.28it/s]\nEpoch 0: |          | 6354/? [46:28<00:00,  2.28it/s]\nEpoch 0: |          | 6354/? [46:28<00:00,  2.28it/s]\nEpoch 0: |          | 6355/? [46:28<00:00,  2.28it/s]\nEpoch 0: |          | 6355/? [46:28<00:00,  2.28it/s]\nEpoch 0: |          | 6356/? [46:28<00:00,  2.28it/s]\nEpoch 0: |          | 6356/? [46:28<00:00,  2.28it/s]\nEpoch 0: |          | 6357/? [46:29<00:00,  2.28it/s]\nEpoch 0: |          | 6357/? [46:29<00:00,  2.28it/s]\nEpoch 0: |          | 6358/? [46:29<00:00,  2.28it/s]\nEpoch 0: |          | 6358/? [46:29<00:00,  2.28it/s]\nEpoch 0: |          | 6359/? [46:29<00:00,  2.28it/s]\nEpoch 0: |          | 6359/? [46:29<00:00,  2.28it/s]\nEpoch 0: |          | 6360/? [46:29<00:00,  2.28it/s]\nEpoch 0: |          | 6360/? [46:29<00:00,  2.28it/s]\nEpoch 0: |          | 6361/? [46:30<00:00,  2.28it/s]\nEpoch 0: |          | 6361/? [46:30<00:00,  2.28it/s]\nEpoch 0: |          | 6362/? [46:30<00:00,  2.28it/s]\nEpoch 0: |          | 6362/? [46:30<00:00,  2.28it/s]\nEpoch 0: |          | 6363/? [46:30<00:00,  2.28it/s]\nEpoch 0: |          | 6363/? [46:30<00:00,  2.28it/s]\nEpoch 0: |          | 6364/? [46:31<00:00,  2.28it/s]\nEpoch 0: |          | 6364/? [46:31<00:00,  2.28it/s]\nEpoch 0: |          | 6365/? [46:31<00:00,  2.28it/s]\nEpoch 0: |          | 6365/? [46:31<00:00,  2.28it/s]\nEpoch 0: |          | 6366/? [46:31<00:00,  2.28it/s]\nEpoch 0: |          | 6366/? [46:31<00:00,  2.28it/s]\nEpoch 0: |          | 6367/? [46:31<00:00,  2.28it/s]\nEpoch 0: |          | 6367/? [46:31<00:00,  2.28it/s]\nEpoch 0: |          | 6368/? [46:32<00:00,  2.28it/s]\nEpoch 0: |          | 6368/? [46:32<00:00,  2.28it/s]\nEpoch 0: |          | 6369/? [46:32<00:00,  2.28it/s]\nEpoch 0: |          | 6369/? [46:32<00:00,  2.28it/s]\nEpoch 0: |          | 6370/? [46:32<00:00,  2.28it/s]\nEpoch 0: |          | 6370/? [46:32<00:00,  2.28it/s]\nEpoch 0: |          | 6371/? [46:33<00:00,  2.28it/s]\nEpoch 0: |          | 6371/? [46:33<00:00,  2.28it/s]\nEpoch 0: |          | 6372/? [46:33<00:00,  2.28it/s]\nEpoch 0: |          | 6372/? [46:33<00:00,  2.28it/s]\nEpoch 0: |          | 6373/? [46:33<00:00,  2.28it/s]\nEpoch 0: |          | 6373/? [46:33<00:00,  2.28it/s]\nEpoch 0: |          | 6374/? [46:33<00:00,  2.28it/s]\nEpoch 0: |          | 6374/? [46:33<00:00,  2.28it/s]\nEpoch 0: |          | 6375/? [46:34<00:00,  2.28it/s]\nEpoch 0: |          | 6375/? [46:34<00:00,  2.28it/s]\nEpoch 0: |          | 6376/? [46:34<00:00,  2.28it/s]\nEpoch 0: |          | 6376/? [46:34<00:00,  2.28it/s]\nEpoch 0: |          | 6377/? [46:34<00:00,  2.28it/s]\nEpoch 0: |          | 6377/? [46:34<00:00,  2.28it/s]\nEpoch 0: |          | 6378/? [46:35<00:00,  2.28it/s]\nEpoch 0: |          | 6378/? [46:35<00:00,  2.28it/s]\nEpoch 0: |          | 6379/? [46:35<00:00,  2.28it/s]\nEpoch 0: |          | 6379/? [46:35<00:00,  2.28it/s]\nEpoch 0: |          | 6380/? [46:35<00:00,  2.28it/s]\nEpoch 0: |          | 6380/? [46:35<00:00,  2.28it/s]\nEpoch 0: |          | 6381/? [46:35<00:00,  2.28it/s]\nEpoch 0: |          | 6381/? [46:35<00:00,  2.28it/s]\nEpoch 0: |          | 6382/? [46:36<00:00,  2.28it/s]\nEpoch 0: |          | 6382/? [46:36<00:00,  2.28it/s]\nEpoch 0: |          | 6383/? [46:36<00:00,  2.28it/s]\nEpoch 0: |          | 6383/? [46:36<00:00,  2.28it/s]\nEpoch 0: |          | 6384/? [46:36<00:00,  2.28it/s]\nEpoch 0: |          | 6384/? [46:36<00:00,  2.28it/s]\nEpoch 0: |          | 6385/? [46:37<00:00,  2.28it/s]\nEpoch 0: |          | 6385/? [46:37<00:00,  2.28it/s]\nEpoch 0: |          | 6386/? [46:37<00:00,  2.28it/s]\nEpoch 0: |          | 6386/? [46:37<00:00,  2.28it/s]\nEpoch 0: |          | 6387/? [46:37<00:00,  2.28it/s]\nEpoch 0: |          | 6387/? [46:37<00:00,  2.28it/s]\nEpoch 0: |          | 6388/? [46:37<00:00,  2.28it/s]\nEpoch 0: |          | 6388/? [46:37<00:00,  2.28it/s]\nEpoch 0: |          | 6389/? [46:38<00:00,  2.28it/s]\nEpoch 0: |          | 6389/? [46:38<00:00,  2.28it/s]\nEpoch 0: |          | 6390/? [46:38<00:00,  2.28it/s]\nEpoch 0: |          | 6390/? [46:38<00:00,  2.28it/s]\nEpoch 0: |          | 6391/? [46:38<00:00,  2.28it/s]\nEpoch 0: |          | 6391/? [46:38<00:00,  2.28it/s]\nEpoch 0: |          | 6392/? [46:39<00:00,  2.28it/s]\nEpoch 0: |          | 6392/? [46:39<00:00,  2.28it/s]\nEpoch 0: |          | 6393/? [46:39<00:00,  2.28it/s]\nEpoch 0: |          | 6393/? [46:39<00:00,  2.28it/s]\nEpoch 0: |          | 6394/? [46:39<00:00,  2.28it/s]\nEpoch 0: |          | 6394/? [46:39<00:00,  2.28it/s]\nEpoch 0: |          | 6395/? [46:39<00:00,  2.28it/s]\nEpoch 0: |          | 6395/? [46:39<00:00,  2.28it/s]\nEpoch 0: |          | 6396/? [46:40<00:00,  2.28it/s]\nEpoch 0: |          | 6396/? [46:40<00:00,  2.28it/s]\nEpoch 0: |          | 6397/? [46:40<00:00,  2.28it/s]\nEpoch 0: |          | 6397/? [46:40<00:00,  2.28it/s]\nEpoch 0: |          | 6398/? [46:40<00:00,  2.28it/s]\nEpoch 0: |          | 6398/? [46:40<00:00,  2.28it/s]\nEpoch 0: |          | 6399/? [46:41<00:00,  2.28it/s]\nEpoch 0: |          | 6399/? [46:41<00:00,  2.28it/s]\nEpoch 0: |          | 6400/? [46:41<00:00,  2.28it/s]\nEpoch 0: |          | 6400/? [46:41<00:00,  2.28it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.65it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.31it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.42it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.75it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 6400/? [46:41<00:00,  2.28it/s]\nEpoch 0: |          | 6401/? [46:41<00:00,  2.28it/s]\nEpoch 0: |          | 6401/? [46:41<00:00,  2.28it/s]\nEpoch 0: |          | 6402/? [46:42<00:00,  2.28it/s]\nEpoch 0: |          | 6402/? [46:42<00:00,  2.28it/s]\nEpoch 0: |          | 6403/? [46:42<00:00,  2.28it/s]\nEpoch 0: |          | 6403/? [46:42<00:00,  2.28it/s]\nEpoch 0: |          | 6404/? [46:42<00:00,  2.28it/s]\nEpoch 0: |          | 6404/? [46:42<00:00,  2.28it/s]\nEpoch 0: |          | 6405/? [46:43<00:00,  2.29it/s]\nEpoch 0: |          | 6405/? [46:43<00:00,  2.29it/s]\nEpoch 0: |          | 6406/? [46:43<00:00,  2.29it/s]\nEpoch 0: |          | 6406/? [46:43<00:00,  2.29it/s]\nEpoch 0: |          | 6407/? [46:43<00:00,  2.29it/s]\nEpoch 0: |          | 6407/? [46:43<00:00,  2.29it/s]\nEpoch 0: |          | 6408/? [46:43<00:00,  2.29it/s]\nEpoch 0: |          | 6408/? [46:43<00:00,  2.29it/s]\nEpoch 0: |          | 6409/? [46:44<00:00,  2.29it/s]\nEpoch 0: |          | 6409/? [46:44<00:00,  2.29it/s]\nEpoch 0: |          | 6410/? [46:44<00:00,  2.29it/s]\nEpoch 0: |          | 6410/? [46:44<00:00,  2.29it/s]\nEpoch 0: |          | 6411/? [46:44<00:00,  2.29it/s]\nEpoch 0: |          | 6411/? [46:44<00:00,  2.29it/s]\nEpoch 0: |          | 6412/? [46:45<00:00,  2.29it/s]\nEpoch 0: |          | 6412/? [46:45<00:00,  2.29it/s]\nEpoch 0: |          | 6413/? [46:45<00:00,  2.29it/s]\nEpoch 0: |          | 6413/? [46:45<00:00,  2.29it/s]\nEpoch 0: |          | 6414/? [46:45<00:00,  2.29it/s]\nEpoch 0: |          | 6414/? [46:45<00:00,  2.29it/s]\nEpoch 0: |          | 6415/? [46:45<00:00,  2.29it/s]\nEpoch 0: |          | 6415/? [46:45<00:00,  2.29it/s]\nEpoch 0: |          | 6416/? [46:46<00:00,  2.29it/s]\nEpoch 0: |          | 6416/? [46:46<00:00,  2.29it/s]\nEpoch 0: |          | 6417/? [46:46<00:00,  2.29it/s]\nEpoch 0: |          | 6417/? [46:46<00:00,  2.29it/s]\nEpoch 0: |          | 6418/? [46:46<00:00,  2.29it/s]\nEpoch 0: |          | 6418/? [46:46<00:00,  2.29it/s]\nEpoch 0: |          | 6419/? [46:47<00:00,  2.29it/s]\nEpoch 0: |          | 6419/? [46:47<00:00,  2.29it/s]\nEpoch 0: |          | 6420/? [46:47<00:00,  2.29it/s]\nEpoch 0: |          | 6420/? [46:47<00:00,  2.29it/s]\nEpoch 0: |          | 6421/? [46:47<00:00,  2.29it/s]\nEpoch 0: |          | 6421/? [46:47<00:00,  2.29it/s]\nEpoch 0: |          | 6422/? [46:47<00:00,  2.29it/s]\nEpoch 0: |          | 6422/? [46:47<00:00,  2.29it/s]\nEpoch 0: |          | 6423/? [46:48<00:00,  2.29it/s]\nEpoch 0: |          | 6423/? [46:48<00:00,  2.29it/s]\nEpoch 0: |          | 6424/? [46:48<00:00,  2.29it/s]\nEpoch 0: |          | 6424/? [46:48<00:00,  2.29it/s]\nEpoch 0: |          | 6425/? [46:48<00:00,  2.29it/s]\nEpoch 0: |          | 6425/? [46:48<00:00,  2.29it/s]\nEpoch 0: |          | 6426/? [46:49<00:00,  2.29it/s]\nEpoch 0: |          | 6426/? [46:49<00:00,  2.29it/s]\nEpoch 0: |          | 6427/? [46:49<00:00,  2.29it/s]\nEpoch 0: |          | 6427/? [46:49<00:00,  2.29it/s]\nEpoch 0: |          | 6428/? [46:49<00:00,  2.29it/s]\nEpoch 0: |          | 6428/? [46:49<00:00,  2.29it/s]\nEpoch 0: |          | 6429/? [46:49<00:00,  2.29it/s]\nEpoch 0: |          | 6429/? [46:49<00:00,  2.29it/s]\nEpoch 0: |          | 6430/? [46:50<00:00,  2.29it/s]\nEpoch 0: |          | 6430/? [46:50<00:00,  2.29it/s]\nEpoch 0: |          | 6431/? [46:50<00:00,  2.29it/s]\nEpoch 0: |          | 6431/? [46:50<00:00,  2.29it/s]\nEpoch 0: |          | 6432/? [46:50<00:00,  2.29it/s]\nEpoch 0: |          | 6432/? [46:50<00:00,  2.29it/s]\nEpoch 0: |          | 6433/? [46:51<00:00,  2.29it/s]\nEpoch 0: |          | 6433/? [46:51<00:00,  2.29it/s]\nEpoch 0: |          | 6434/? [46:51<00:00,  2.29it/s]\nEpoch 0: |          | 6434/? [46:51<00:00,  2.29it/s]\nEpoch 0: |          | 6435/? [46:51<00:00,  2.29it/s]\nEpoch 0: |          | 6435/? [46:51<00:00,  2.29it/s]\nEpoch 0: |          | 6436/? [46:51<00:00,  2.29it/s]\nEpoch 0: |          | 6436/? [46:51<00:00,  2.29it/s]\nEpoch 0: |          | 6437/? [46:52<00:00,  2.29it/s]\nEpoch 0: |          | 6437/? [46:52<00:00,  2.29it/s]\nEpoch 0: |          | 6438/? [46:52<00:00,  2.29it/s]\nEpoch 0: |          | 6438/? [46:52<00:00,  2.29it/s]\nEpoch 0: |          | 6439/? [46:52<00:00,  2.29it/s]\nEpoch 0: |          | 6439/? [46:52<00:00,  2.29it/s]\nEpoch 0: |          | 6440/? [46:53<00:00,  2.29it/s]\nEpoch 0: |          | 6440/? [46:53<00:00,  2.29it/s]\nEpoch 0: |          | 6441/? [46:53<00:00,  2.29it/s]\nEpoch 0: |          | 6441/? [46:53<00:00,  2.29it/s]\nEpoch 0: |          | 6442/? [46:53<00:00,  2.29it/s]\nEpoch 0: |          | 6442/? [46:53<00:00,  2.29it/s]\nEpoch 0: |          | 6443/? [46:53<00:00,  2.29it/s]\nEpoch 0: |          | 6443/? [46:53<00:00,  2.29it/s]\nEpoch 0: |          | 6444/? [46:54<00:00,  2.29it/s]\nEpoch 0: |          | 6444/? [46:54<00:00,  2.29it/s]\nEpoch 0: |          | 6445/? [46:54<00:00,  2.29it/s]\nEpoch 0: |          | 6445/? [46:54<00:00,  2.29it/s]\nEpoch 0: |          | 6446/? [46:54<00:00,  2.29it/s]\nEpoch 0: |          | 6446/? [46:54<00:00,  2.29it/s]\nEpoch 0: |          | 6447/? [46:54<00:00,  2.29it/s]\nEpoch 0: |          | 6447/? [46:54<00:00,  2.29it/s]\nEpoch 0: |          | 6448/? [46:55<00:00,  2.29it/s]\nEpoch 0: |          | 6448/? [46:55<00:00,  2.29it/s]\nEpoch 0: |          | 6449/? [46:55<00:00,  2.29it/s]\nEpoch 0: |          | 6449/? [46:55<00:00,  2.29it/s]\nEpoch 0: |          | 6450/? [46:55<00:00,  2.29it/s]\nEpoch 0: |          | 6450/? [46:55<00:00,  2.29it/s]\nEpoch 0: |          | 6451/? [46:56<00:00,  2.29it/s]\nEpoch 0: |          | 6451/? [46:56<00:00,  2.29it/s]\nEpoch 0: |          | 6452/? [46:56<00:00,  2.29it/s]\nEpoch 0: |          | 6452/? [46:56<00:00,  2.29it/s]\nEpoch 0: |          | 6453/? [46:56<00:00,  2.29it/s]\nEpoch 0: |          | 6453/? [46:56<00:00,  2.29it/s]\nEpoch 0: |          | 6454/? [46:56<00:00,  2.29it/s]\nEpoch 0: |          | 6454/? [46:56<00:00,  2.29it/s]\nEpoch 0: |          | 6455/? [46:57<00:00,  2.29it/s]\nEpoch 0: |          | 6455/? [46:57<00:00,  2.29it/s]\nEpoch 0: |          | 6456/? [46:57<00:00,  2.29it/s]\nEpoch 0: |          | 6456/? [46:57<00:00,  2.29it/s]\nEpoch 0: |          | 6457/? [46:57<00:00,  2.29it/s]\nEpoch 0: |          | 6457/? [46:57<00:00,  2.29it/s]\nEpoch 0: |          | 6458/? [46:58<00:00,  2.29it/s]\nEpoch 0: |          | 6458/? [46:58<00:00,  2.29it/s]\nEpoch 0: |          | 6459/? [46:58<00:00,  2.29it/s]\nEpoch 0: |          | 6459/? [46:58<00:00,  2.29it/s]\nEpoch 0: |          | 6460/? [46:58<00:00,  2.29it/s]\nEpoch 0: |          | 6460/? [46:58<00:00,  2.29it/s]\nEpoch 0: |          | 6461/? [46:58<00:00,  2.29it/s]\nEpoch 0: |          | 6461/? [46:58<00:00,  2.29it/s]\nEpoch 0: |          | 6462/? [46:59<00:00,  2.29it/s]\nEpoch 0: |          | 6462/? [46:59<00:00,  2.29it/s]\nEpoch 0: |          | 6463/? [46:59<00:00,  2.29it/s]\nEpoch 0: |          | 6463/? [46:59<00:00,  2.29it/s]\nEpoch 0: |          | 6464/? [46:59<00:00,  2.29it/s]\nEpoch 0: |          | 6464/? [46:59<00:00,  2.29it/s]\nEpoch 0: |          | 6465/? [47:00<00:00,  2.29it/s]\nEpoch 0: |          | 6465/? [47:00<00:00,  2.29it/s]\nEpoch 0: |          | 6466/? [47:00<00:00,  2.29it/s]\nEpoch 0: |          | 6466/? [47:00<00:00,  2.29it/s]\nEpoch 0: |          | 6467/? [47:00<00:00,  2.29it/s]\nEpoch 0: |          | 6467/? [47:00<00:00,  2.29it/s]\nEpoch 0: |          | 6468/? [47:00<00:00,  2.29it/s]\nEpoch 0: |          | 6468/? [47:00<00:00,  2.29it/s]\nEpoch 0: |          | 6469/? [47:01<00:00,  2.29it/s]\nEpoch 0: |          | 6469/? [47:01<00:00,  2.29it/s]\nEpoch 0: |          | 6470/? [47:01<00:00,  2.29it/s]\nEpoch 0: |          | 6470/? [47:01<00:00,  2.29it/s]\nEpoch 0: |          | 6471/? [47:01<00:00,  2.29it/s]\nEpoch 0: |          | 6471/? [47:01<00:00,  2.29it/s]\nEpoch 0: |          | 6472/? [47:02<00:00,  2.29it/s]\nEpoch 0: |          | 6472/? [47:02<00:00,  2.29it/s]\nEpoch 0: |          | 6473/? [47:02<00:00,  2.29it/s]\nEpoch 0: |          | 6473/? [47:02<00:00,  2.29it/s]\nEpoch 0: |          | 6474/? [47:02<00:00,  2.29it/s]\nEpoch 0: |          | 6474/? [47:02<00:00,  2.29it/s]\nEpoch 0: |          | 6475/? [47:02<00:00,  2.29it/s]\nEpoch 0: |          | 6475/? [47:02<00:00,  2.29it/s]\nEpoch 0: |          | 6476/? [47:03<00:00,  2.29it/s]\nEpoch 0: |          | 6476/? [47:03<00:00,  2.29it/s]\nEpoch 0: |          | 6477/? [47:03<00:00,  2.29it/s]\nEpoch 0: |          | 6477/? [47:03<00:00,  2.29it/s]\nEpoch 0: |          | 6478/? [47:03<00:00,  2.29it/s]\nEpoch 0: |          | 6478/? [47:03<00:00,  2.29it/s]\nEpoch 0: |          | 6479/? [47:04<00:00,  2.29it/s]\nEpoch 0: |          | 6479/? [47:04<00:00,  2.29it/s]\nEpoch 0: |          | 6480/? [47:04<00:00,  2.29it/s]\nEpoch 0: |          | 6480/? [47:04<00:00,  2.29it/s]\nEpoch 0: |          | 6481/? [47:04<00:00,  2.29it/s]\nEpoch 0: |          | 6481/? [47:04<00:00,  2.29it/s]\nEpoch 0: |          | 6482/? [47:04<00:00,  2.29it/s]\nEpoch 0: |          | 6482/? [47:04<00:00,  2.29it/s]\nEpoch 0: |          | 6483/? [47:05<00:00,  2.29it/s]\nEpoch 0: |          | 6483/? [47:05<00:00,  2.29it/s]\nEpoch 0: |          | 6484/? [47:05<00:00,  2.29it/s]\nEpoch 0: |          | 6484/? [47:05<00:00,  2.29it/s]\nEpoch 0: |          | 6485/? [47:05<00:00,  2.29it/s]\nEpoch 0: |          | 6485/? [47:05<00:00,  2.29it/s]\nEpoch 0: |          | 6486/? [47:06<00:00,  2.30it/s]\nEpoch 0: |          | 6486/? [47:06<00:00,  2.30it/s]\nEpoch 0: |          | 6487/? [47:06<00:00,  2.30it/s]\nEpoch 0: |          | 6487/? [47:06<00:00,  2.30it/s]\nEpoch 0: |          | 6488/? [47:06<00:00,  2.30it/s]\nEpoch 0: |          | 6488/? [47:06<00:00,  2.30it/s]\nEpoch 0: |          | 6489/? [47:06<00:00,  2.30it/s]\nEpoch 0: |          | 6489/? [47:06<00:00,  2.30it/s]\nEpoch 0: |          | 6490/? [47:07<00:00,  2.30it/s]\nEpoch 0: |          | 6490/? [47:07<00:00,  2.30it/s]\nEpoch 0: |          | 6491/? [47:07<00:00,  2.30it/s]\nEpoch 0: |          | 6491/? [47:07<00:00,  2.30it/s]\nEpoch 0: |          | 6492/? [47:07<00:00,  2.30it/s]\nEpoch 0: |          | 6492/? [47:07<00:00,  2.30it/s]\nEpoch 0: |          | 6493/? [47:07<00:00,  2.30it/s]\nEpoch 0: |          | 6493/? [47:07<00:00,  2.30it/s]\nEpoch 0: |          | 6494/? [47:08<00:00,  2.30it/s]\nEpoch 0: |          | 6494/? [47:08<00:00,  2.30it/s]\nEpoch 0: |          | 6495/? [47:08<00:00,  2.30it/s]\nEpoch 0: |          | 6495/? [47:08<00:00,  2.30it/s]\nEpoch 0: |          | 6496/? [47:08<00:00,  2.30it/s]\nEpoch 0: |          | 6496/? [47:08<00:00,  2.30it/s]\nEpoch 0: |          | 6497/? [47:09<00:00,  2.30it/s]\nEpoch 0: |          | 6497/? [47:09<00:00,  2.30it/s]\nEpoch 0: |          | 6498/? [47:09<00:00,  2.30it/s]\nEpoch 0: |          | 6498/? [47:09<00:00,  2.30it/s]\nEpoch 0: |          | 6499/? [47:09<00:00,  2.30it/s]\nEpoch 0: |          | 6499/? [47:09<00:00,  2.30it/s]\nEpoch 0: |          | 6500/? [47:09<00:00,  2.30it/s]\nEpoch 0: |          | 6500/? [47:09<00:00,  2.30it/s]\nEpoch 0: |          | 6501/? [47:10<00:00,  2.30it/s]\nEpoch 0: |          | 6501/? [47:10<00:00,  2.30it/s]\nEpoch 0: |          | 6502/? [47:10<00:00,  2.30it/s]\nEpoch 0: |          | 6502/? [47:10<00:00,  2.30it/s]\nEpoch 0: |          | 6503/? [47:10<00:00,  2.30it/s]\nEpoch 0: |          | 6503/? [47:10<00:00,  2.30it/s]\nEpoch 0: |          | 6504/? [47:11<00:00,  2.30it/s]\nEpoch 0: |          | 6504/? [47:11<00:00,  2.30it/s]\nEpoch 0: |          | 6505/? [47:11<00:00,  2.30it/s]\nEpoch 0: |          | 6505/? [47:11<00:00,  2.30it/s]\nEpoch 0: |          | 6506/? [47:11<00:00,  2.30it/s]\nEpoch 0: |          | 6506/? [47:11<00:00,  2.30it/s]\nEpoch 0: |          | 6507/? [47:11<00:00,  2.30it/s]\nEpoch 0: |          | 6507/? [47:11<00:00,  2.30it/s]\nEpoch 0: |          | 6508/? [47:12<00:00,  2.30it/s]\nEpoch 0: |          | 6508/? [47:12<00:00,  2.30it/s]\nEpoch 0: |          | 6509/? [47:12<00:00,  2.30it/s]\nEpoch 0: |          | 6509/? [47:12<00:00,  2.30it/s]\nEpoch 0: |          | 6510/? [47:12<00:00,  2.30it/s]\nEpoch 0: |          | 6510/? [47:12<00:00,  2.30it/s]\nEpoch 0: |          | 6511/? [47:13<00:00,  2.30it/s]\nEpoch 0: |          | 6511/? [47:13<00:00,  2.30it/s]\nEpoch 0: |          | 6512/? [47:13<00:00,  2.30it/s]\nEpoch 0: |          | 6512/? [47:13<00:00,  2.30it/s]\nEpoch 0: |          | 6513/? [47:13<00:00,  2.30it/s]\nEpoch 0: |          | 6513/? [47:13<00:00,  2.30it/s]\nEpoch 0: |          | 6514/? [47:13<00:00,  2.30it/s]\nEpoch 0: |          | 6514/? [47:13<00:00,  2.30it/s]\nEpoch 0: |          | 6515/? [47:14<00:00,  2.30it/s]\nEpoch 0: |          | 6515/? [47:14<00:00,  2.30it/s]\nEpoch 0: |          | 6516/? [47:14<00:00,  2.30it/s]\nEpoch 0: |          | 6516/? [47:14<00:00,  2.30it/s]\nEpoch 0: |          | 6517/? [47:14<00:00,  2.30it/s]\nEpoch 0: |          | 6517/? [47:14<00:00,  2.30it/s]\nEpoch 0: |          | 6518/? [47:15<00:00,  2.30it/s]\nEpoch 0: |          | 6518/? [47:15<00:00,  2.30it/s]\nEpoch 0: |          | 6519/? [47:15<00:00,  2.30it/s]\nEpoch 0: |          | 6519/? [47:15<00:00,  2.30it/s]\nEpoch 0: |          | 6520/? [47:15<00:00,  2.30it/s]\nEpoch 0: |          | 6520/? [47:15<00:00,  2.30it/s]\nEpoch 0: |          | 6521/? [47:15<00:00,  2.30it/s]\nEpoch 0: |          | 6521/? [47:15<00:00,  2.30it/s]\nEpoch 0: |          | 6522/? [47:16<00:00,  2.30it/s]\nEpoch 0: |          | 6522/? [47:16<00:00,  2.30it/s]\nEpoch 0: |          | 6523/? [47:16<00:00,  2.30it/s]\nEpoch 0: |          | 6523/? [47:16<00:00,  2.30it/s]\nEpoch 0: |          | 6524/? [47:16<00:00,  2.30it/s]\nEpoch 0: |          | 6524/? [47:16<00:00,  2.30it/s]\nEpoch 0: |          | 6525/? [47:17<00:00,  2.30it/s]\nEpoch 0: |          | 6525/? [47:17<00:00,  2.30it/s]\nEpoch 0: |          | 6526/? [47:17<00:00,  2.30it/s]\nEpoch 0: |          | 6526/? [47:17<00:00,  2.30it/s]\nEpoch 0: |          | 6527/? [47:17<00:00,  2.30it/s]\nEpoch 0: |          | 6527/? [47:17<00:00,  2.30it/s]\nEpoch 0: |          | 6528/? [47:17<00:00,  2.30it/s]\nEpoch 0: |          | 6528/? [47:17<00:00,  2.30it/s]\nEpoch 0: |          | 6529/? [47:18<00:00,  2.30it/s]\nEpoch 0: |          | 6529/? [47:18<00:00,  2.30it/s]\nEpoch 0: |          | 6530/? [47:18<00:00,  2.30it/s]\nEpoch 0: |          | 6530/? [47:18<00:00,  2.30it/s]\nEpoch 0: |          | 6531/? [47:18<00:00,  2.30it/s]\nEpoch 0: |          | 6531/? [47:18<00:00,  2.30it/s]\nEpoch 0: |          | 6532/? [47:19<00:00,  2.30it/s]\nEpoch 0: |          | 6532/? [47:19<00:00,  2.30it/s]\nEpoch 0: |          | 6533/? [47:19<00:00,  2.30it/s]\nEpoch 0: |          | 6533/? [47:19<00:00,  2.30it/s]\nEpoch 0: |          | 6534/? [47:19<00:00,  2.30it/s]\nEpoch 0: |          | 6534/? [47:19<00:00,  2.30it/s]\nEpoch 0: |          | 6535/? [47:19<00:00,  2.30it/s]\nEpoch 0: |          | 6535/? [47:19<00:00,  2.30it/s]\nEpoch 0: |          | 6536/? [47:20<00:00,  2.30it/s]\nEpoch 0: |          | 6536/? [47:20<00:00,  2.30it/s]\nEpoch 0: |          | 6537/? [47:20<00:00,  2.30it/s]\nEpoch 0: |          | 6537/? [47:20<00:00,  2.30it/s]\nEpoch 0: |          | 6538/? [47:20<00:00,  2.30it/s]\nEpoch 0: |          | 6538/? [47:20<00:00,  2.30it/s]\nEpoch 0: |          | 6539/? [47:21<00:00,  2.30it/s]\nEpoch 0: |          | 6539/? [47:21<00:00,  2.30it/s]\nEpoch 0: |          | 6540/? [47:21<00:00,  2.30it/s]\nEpoch 0: |          | 6540/? [47:21<00:00,  2.30it/s]\nEpoch 0: |          | 6541/? [47:21<00:00,  2.30it/s]\nEpoch 0: |          | 6541/? [47:21<00:00,  2.30it/s]\nEpoch 0: |          | 6542/? [47:21<00:00,  2.30it/s]\nEpoch 0: |          | 6542/? [47:21<00:00,  2.30it/s]\nEpoch 0: |          | 6543/? [47:22<00:00,  2.30it/s]\nEpoch 0: |          | 6543/? [47:22<00:00,  2.30it/s]\nEpoch 0: |          | 6544/? [47:22<00:00,  2.30it/s]\nEpoch 0: |          | 6544/? [47:22<00:00,  2.30it/s]\nEpoch 0: |          | 6545/? [47:22<00:00,  2.30it/s]\nEpoch 0: |          | 6545/? [47:22<00:00,  2.30it/s]\nEpoch 0: |          | 6546/? [47:23<00:00,  2.30it/s]\nEpoch 0: |          | 6546/? [47:23<00:00,  2.30it/s]\nEpoch 0: |          | 6547/? [47:23<00:00,  2.30it/s]\nEpoch 0: |          | 6547/? [47:23<00:00,  2.30it/s]\nEpoch 0: |          | 6548/? [47:23<00:00,  2.30it/s]\nEpoch 0: |          | 6548/? [47:23<00:00,  2.30it/s]\nEpoch 0: |          | 6549/? [47:23<00:00,  2.30it/s]\nEpoch 0: |          | 6549/? [47:23<00:00,  2.30it/s]\nEpoch 0: |          | 6550/? [47:24<00:00,  2.30it/s]\nEpoch 0: |          | 6550/? [47:24<00:00,  2.30it/s]\nEpoch 0: |          | 6551/? [47:24<00:00,  2.30it/s]\nEpoch 0: |          | 6551/? [47:24<00:00,  2.30it/s]\nEpoch 0: |          | 6552/? [47:24<00:00,  2.30it/s]\nEpoch 0: |          | 6552/? [47:24<00:00,  2.30it/s]\nEpoch 0: |          | 6553/? [47:25<00:00,  2.30it/s]\nEpoch 0: |          | 6553/? [47:25<00:00,  2.30it/s]\nEpoch 0: |          | 6554/? [47:25<00:00,  2.30it/s]\nEpoch 0: |          | 6554/? [47:25<00:00,  2.30it/s]\nEpoch 0: |          | 6555/? [47:25<00:00,  2.30it/s]\nEpoch 0: |          | 6555/? [47:25<00:00,  2.30it/s]\nEpoch 0: |          | 6556/? [47:25<00:00,  2.30it/s]\nEpoch 0: |          | 6556/? [47:25<00:00,  2.30it/s]\nEpoch 0: |          | 6557/? [47:26<00:00,  2.30it/s]\nEpoch 0: |          | 6557/? [47:26<00:00,  2.30it/s]\nEpoch 0: |          | 6558/? [47:26<00:00,  2.30it/s]\nEpoch 0: |          | 6558/? [47:26<00:00,  2.30it/s]\nEpoch 0: |          | 6559/? [47:26<00:00,  2.30it/s]\nEpoch 0: |          | 6559/? [47:26<00:00,  2.30it/s]\nEpoch 0: |          | 6560/? [47:27<00:00,  2.30it/s]\nEpoch 0: |          | 6560/? [47:27<00:00,  2.30it/s]\nEpoch 0: |          | 6561/? [47:27<00:00,  2.30it/s]\nEpoch 0: |          | 6561/? [47:27<00:00,  2.30it/s]\nEpoch 0: |          | 6562/? [47:27<00:00,  2.30it/s]\nEpoch 0: |          | 6562/? [47:27<00:00,  2.30it/s]\nEpoch 0: |          | 6563/? [47:27<00:00,  2.30it/s]\nEpoch 0: |          | 6563/? [47:27<00:00,  2.30it/s]\nEpoch 0: |          | 6564/? [47:28<00:00,  2.30it/s]\nEpoch 0: |          | 6564/? [47:28<00:00,  2.30it/s]\nEpoch 0: |          | 6565/? [47:28<00:00,  2.30it/s]\nEpoch 0: |          | 6565/? [47:28<00:00,  2.30it/s]\nEpoch 0: |          | 6566/? [47:28<00:00,  2.30it/s]\nEpoch 0: |          | 6566/? [47:28<00:00,  2.30it/s]\nEpoch 0: |          | 6567/? [47:28<00:00,  2.31it/s]\nEpoch 0: |          | 6567/? [47:28<00:00,  2.31it/s]\nEpoch 0: |          | 6568/? [47:29<00:00,  2.31it/s]\nEpoch 0: |          | 6568/? [47:29<00:00,  2.31it/s]\nEpoch 0: |          | 6569/? [47:29<00:00,  2.31it/s]\nEpoch 0: |          | 6569/? [47:29<00:00,  2.31it/s]\nEpoch 0: |          | 6570/? [47:29<00:00,  2.31it/s]\nEpoch 0: |          | 6570/? [47:29<00:00,  2.31it/s]\nEpoch 0: |          | 6571/? [47:30<00:00,  2.31it/s]\nEpoch 0: |          | 6571/? [47:30<00:00,  2.31it/s]\nEpoch 0: |          | 6572/? [47:30<00:00,  2.31it/s]\nEpoch 0: |          | 6572/? [47:30<00:00,  2.31it/s]\nEpoch 0: |          | 6573/? [47:30<00:00,  2.31it/s]\nEpoch 0: |          | 6573/? [47:30<00:00,  2.31it/s]\nEpoch 0: |          | 6574/? [47:31<00:00,  2.31it/s]\nEpoch 0: |          | 6574/? [47:31<00:00,  2.31it/s]\nEpoch 0: |          | 6575/? [47:31<00:00,  2.31it/s]\nEpoch 0: |          | 6575/? [47:31<00:00,  2.31it/s]\nEpoch 0: |          | 6576/? [47:31<00:00,  2.31it/s]\nEpoch 0: |          | 6576/? [47:31<00:00,  2.31it/s]\nEpoch 0: |          | 6577/? [47:31<00:00,  2.31it/s]\nEpoch 0: |          | 6577/? [47:31<00:00,  2.31it/s]\nEpoch 0: |          | 6578/? [47:32<00:00,  2.31it/s]\nEpoch 0: |          | 6578/? [47:32<00:00,  2.31it/s]\nEpoch 0: |          | 6579/? [47:32<00:00,  2.31it/s]\nEpoch 0: |          | 6579/? [47:32<00:00,  2.31it/s]\nEpoch 0: |          | 6580/? [47:32<00:00,  2.31it/s]\nEpoch 0: |          | 6580/? [47:32<00:00,  2.31it/s]\nEpoch 0: |          | 6581/? [47:32<00:00,  2.31it/s]\nEpoch 0: |          | 6581/? [47:32<00:00,  2.31it/s]\nEpoch 0: |          | 6582/? [47:33<00:00,  2.31it/s]\nEpoch 0: |          | 6582/? [47:33<00:00,  2.31it/s]\nEpoch 0: |          | 6583/? [47:33<00:00,  2.31it/s]\nEpoch 0: |          | 6583/? [47:33<00:00,  2.31it/s]\nEpoch 0: |          | 6584/? [47:33<00:00,  2.31it/s]\nEpoch 0: |          | 6584/? [47:33<00:00,  2.31it/s]\nEpoch 0: |          | 6585/? [47:34<00:00,  2.31it/s]\nEpoch 0: |          | 6585/? [47:34<00:00,  2.31it/s]\nEpoch 0: |          | 6586/? [47:34<00:00,  2.31it/s]\nEpoch 0: |          | 6586/? [47:34<00:00,  2.31it/s]\nEpoch 0: |          | 6587/? [47:34<00:00,  2.31it/s]\nEpoch 0: |          | 6587/? [47:34<00:00,  2.31it/s]\nEpoch 0: |          | 6588/? [47:34<00:00,  2.31it/s]\nEpoch 0: |          | 6588/? [47:34<00:00,  2.31it/s]\nEpoch 0: |          | 6589/? [47:35<00:00,  2.31it/s]\nEpoch 0: |          | 6589/? [47:35<00:00,  2.31it/s]\nEpoch 0: |          | 6590/? [47:35<00:00,  2.31it/s]\nEpoch 0: |          | 6590/? [47:35<00:00,  2.31it/s]\nEpoch 0: |          | 6591/? [47:35<00:00,  2.31it/s]\nEpoch 0: |          | 6591/? [47:35<00:00,  2.31it/s]\nEpoch 0: |          | 6592/? [47:36<00:00,  2.31it/s]\nEpoch 0: |          | 6592/? [47:36<00:00,  2.31it/s]\nEpoch 0: |          | 6593/? [47:36<00:00,  2.31it/s]\nEpoch 0: |          | 6593/? [47:36<00:00,  2.31it/s]\nEpoch 0: |          | 6594/? [47:36<00:00,  2.31it/s]\nEpoch 0: |          | 6594/? [47:36<00:00,  2.31it/s]\nEpoch 0: |          | 6595/? [47:36<00:00,  2.31it/s]\nEpoch 0: |          | 6595/? [47:36<00:00,  2.31it/s]\nEpoch 0: |          | 6596/? [47:37<00:00,  2.31it/s]\nEpoch 0: |          | 6596/? [47:37<00:00,  2.31it/s]\nEpoch 0: |          | 6597/? [47:37<00:00,  2.31it/s]\nEpoch 0: |          | 6597/? [47:37<00:00,  2.31it/s]\nEpoch 0: |          | 6598/? [47:37<00:00,  2.31it/s]\nEpoch 0: |          | 6598/? [47:37<00:00,  2.31it/s]\nEpoch 0: |          | 6599/? [47:38<00:00,  2.31it/s]\nEpoch 0: |          | 6599/? [47:38<00:00,  2.31it/s]\nEpoch 0: |          | 6600/? [47:38<00:00,  2.31it/s]\nEpoch 0: |          | 6600/? [47:38<00:00,  2.31it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.48it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.34it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.45it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.99it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 6600/? [47:38<00:00,  2.31it/s]\nEpoch 0: |          | 6601/? [47:39<00:00,  2.31it/s]\nEpoch 0: |          | 6601/? [47:39<00:00,  2.31it/s]\nEpoch 0: |          | 6602/? [47:39<00:00,  2.31it/s]\nEpoch 0: |          | 6602/? [47:39<00:00,  2.31it/s]\nEpoch 0: |          | 6603/? [47:39<00:00,  2.31it/s]\nEpoch 0: |          | 6603/? [47:39<00:00,  2.31it/s]\nEpoch 0: |          | 6604/? [47:39<00:00,  2.31it/s]\nEpoch 0: |          | 6604/? [47:39<00:00,  2.31it/s]\nEpoch 0: |          | 6605/? [47:40<00:00,  2.31it/s]\nEpoch 0: |          | 6605/? [47:40<00:00,  2.31it/s]\nEpoch 0: |          | 6606/? [47:40<00:00,  2.31it/s]\nEpoch 0: |          | 6606/? [47:40<00:00,  2.31it/s]\nEpoch 0: |          | 6607/? [47:40<00:00,  2.31it/s]\nEpoch 0: |          | 6607/? [47:40<00:00,  2.31it/s]\nEpoch 0: |          | 6608/? [47:40<00:00,  2.31it/s]\nEpoch 0: |          | 6608/? [47:40<00:00,  2.31it/s]\nEpoch 0: |          | 6609/? [47:41<00:00,  2.31it/s]\nEpoch 0: |          | 6609/? [47:41<00:00,  2.31it/s]\nEpoch 0: |          | 6610/? [47:41<00:00,  2.31it/s]\nEpoch 0: |          | 6610/? [47:41<00:00,  2.31it/s]\nEpoch 0: |          | 6611/? [47:41<00:00,  2.31it/s]\nEpoch 0: |          | 6611/? [47:41<00:00,  2.31it/s]\nEpoch 0: |          | 6612/? [47:42<00:00,  2.31it/s]\nEpoch 0: |          | 6612/? [47:42<00:00,  2.31it/s]\nEpoch 0: |          | 6613/? [47:42<00:00,  2.31it/s]\nEpoch 0: |          | 6613/? [47:42<00:00,  2.31it/s]\nEpoch 0: |          | 6614/? [47:42<00:00,  2.31it/s]\nEpoch 0: |          | 6614/? [47:42<00:00,  2.31it/s]\nEpoch 0: |          | 6615/? [47:42<00:00,  2.31it/s]\nEpoch 0: |          | 6615/? [47:42<00:00,  2.31it/s]\nEpoch 0: |          | 6616/? [47:43<00:00,  2.31it/s]\nEpoch 0: |          | 6616/? [47:43<00:00,  2.31it/s]\nEpoch 0: |          | 6617/? [47:43<00:00,  2.31it/s]\nEpoch 0: |          | 6617/? [47:43<00:00,  2.31it/s]\nEpoch 0: |          | 6618/? [47:43<00:00,  2.31it/s]\nEpoch 0: |          | 6618/? [47:43<00:00,  2.31it/s]\nEpoch 0: |          | 6619/? [47:44<00:00,  2.31it/s]\nEpoch 0: |          | 6619/? [47:44<00:00,  2.31it/s]\nEpoch 0: |          | 6620/? [47:44<00:00,  2.31it/s]\nEpoch 0: |          | 6620/? [47:44<00:00,  2.31it/s]\nEpoch 0: |          | 6621/? [47:44<00:00,  2.31it/s]\nEpoch 0: |          | 6621/? [47:44<00:00,  2.31it/s]\nEpoch 0: |          | 6622/? [47:44<00:00,  2.31it/s]\nEpoch 0: |          | 6622/? [47:44<00:00,  2.31it/s]\nEpoch 0: |          | 6623/? [47:45<00:00,  2.31it/s]\nEpoch 0: |          | 6623/? [47:45<00:00,  2.31it/s]\nEpoch 0: |          | 6624/? [47:45<00:00,  2.31it/s]\nEpoch 0: |          | 6624/? [47:45<00:00,  2.31it/s]\nEpoch 0: |          | 6625/? [47:45<00:00,  2.31it/s]\nEpoch 0: |          | 6625/? [47:45<00:00,  2.31it/s]\nEpoch 0: |          | 6626/? [47:46<00:00,  2.31it/s]\nEpoch 0: |          | 6626/? [47:46<00:00,  2.31it/s]\nEpoch 0: |          | 6627/? [47:46<00:00,  2.31it/s]\nEpoch 0: |          | 6627/? [47:46<00:00,  2.31it/s]\nEpoch 0: |          | 6628/? [47:46<00:00,  2.31it/s]\nEpoch 0: |          | 6628/? [47:46<00:00,  2.31it/s]\nEpoch 0: |          | 6629/? [47:46<00:00,  2.31it/s]\nEpoch 0: |          | 6629/? [47:46<00:00,  2.31it/s]\nEpoch 0: |          | 6630/? [47:47<00:00,  2.31it/s]\nEpoch 0: |          | 6630/? [47:47<00:00,  2.31it/s]\nEpoch 0: |          | 6631/? [47:47<00:00,  2.31it/s]\nEpoch 0: |          | 6631/? [47:47<00:00,  2.31it/s]\nEpoch 0: |          | 6632/? [47:47<00:00,  2.31it/s]\nEpoch 0: |          | 6632/? [47:47<00:00,  2.31it/s]\nEpoch 0: |          | 6633/? [47:47<00:00,  2.31it/s]\nEpoch 0: |          | 6633/? [47:47<00:00,  2.31it/s]\nEpoch 0: |          | 6634/? [47:48<00:00,  2.31it/s]\nEpoch 0: |          | 6634/? [47:48<00:00,  2.31it/s]\nEpoch 0: |          | 6635/? [47:48<00:00,  2.31it/s]\nEpoch 0: |          | 6635/? [47:48<00:00,  2.31it/s]\nEpoch 0: |          | 6636/? [47:48<00:00,  2.31it/s]\nEpoch 0: |          | 6636/? [47:48<00:00,  2.31it/s]\nEpoch 0: |          | 6637/? [47:49<00:00,  2.31it/s]\nEpoch 0: |          | 6637/? [47:49<00:00,  2.31it/s]\nEpoch 0: |          | 6638/? [47:49<00:00,  2.31it/s]\nEpoch 0: |          | 6638/? [47:49<00:00,  2.31it/s]\nEpoch 0: |          | 6639/? [47:49<00:00,  2.31it/s]\nEpoch 0: |          | 6639/? [47:49<00:00,  2.31it/s]\nEpoch 0: |          | 6640/? [47:49<00:00,  2.31it/s]\nEpoch 0: |          | 6640/? [47:49<00:00,  2.31it/s]\nEpoch 0: |          | 6641/? [47:50<00:00,  2.31it/s]\nEpoch 0: |          | 6641/? [47:50<00:00,  2.31it/s]\nEpoch 0: |          | 6642/? [47:50<00:00,  2.31it/s]\nEpoch 0: |          | 6642/? [47:50<00:00,  2.31it/s]\nEpoch 0: |          | 6643/? [47:50<00:00,  2.31it/s]\nEpoch 0: |          | 6643/? [47:50<00:00,  2.31it/s]\nEpoch 0: |          | 6644/? [47:51<00:00,  2.31it/s]\nEpoch 0: |          | 6644/? [47:51<00:00,  2.31it/s]\nEpoch 0: |          | 6645/? [47:51<00:00,  2.31it/s]\nEpoch 0: |          | 6645/? [47:51<00:00,  2.31it/s]\nEpoch 0: |          | 6646/? [47:51<00:00,  2.31it/s]\nEpoch 0: |          | 6646/? [47:51<00:00,  2.31it/s]\nEpoch 0: |          | 6647/? [47:51<00:00,  2.31it/s]\nEpoch 0: |          | 6647/? [47:51<00:00,  2.31it/s]\nEpoch 0: |          | 6648/? [47:52<00:00,  2.31it/s]\nEpoch 0: |          | 6648/? [47:52<00:00,  2.31it/s]\nEpoch 0: |          | 6649/? [47:52<00:00,  2.31it/s]\nEpoch 0: |          | 6649/? [47:52<00:00,  2.31it/s]\nEpoch 0: |          | 6650/? [47:52<00:00,  2.31it/s]\nEpoch 0: |          | 6650/? [47:52<00:00,  2.31it/s]\nEpoch 0: |          | 6651/? [47:53<00:00,  2.31it/s]\nEpoch 0: |          | 6651/? [47:53<00:00,  2.31it/s]\nEpoch 0: |          | 6652/? [47:53<00:00,  2.32it/s]\nEpoch 0: |          | 6652/? [47:53<00:00,  2.32it/s]\nEpoch 0: |          | 6653/? [47:53<00:00,  2.32it/s]\nEpoch 0: |          | 6653/? [47:53<00:00,  2.32it/s]\nEpoch 0: |          | 6654/? [47:53<00:00,  2.32it/s]\nEpoch 0: |          | 6654/? [47:53<00:00,  2.32it/s]\nEpoch 0: |          | 6655/? [47:54<00:00,  2.32it/s]\nEpoch 0: |          | 6655/? [47:54<00:00,  2.32it/s]\nEpoch 0: |          | 6656/? [47:54<00:00,  2.32it/s]\nEpoch 0: |          | 6656/? [47:54<00:00,  2.32it/s]\nEpoch 0: |          | 6657/? [47:54<00:00,  2.32it/s]\nEpoch 0: |          | 6657/? [47:54<00:00,  2.32it/s]\nEpoch 0: |          | 6658/? [47:54<00:00,  2.32it/s]\nEpoch 0: |          | 6658/? [47:54<00:00,  2.32it/s]\nEpoch 0: |          | 6659/? [47:55<00:00,  2.32it/s]\nEpoch 0: |          | 6659/? [47:55<00:00,  2.32it/s]\nEpoch 0: |          | 6660/? [47:55<00:00,  2.32it/s]\nEpoch 0: |          | 6660/? [47:55<00:00,  2.32it/s]\nEpoch 0: |          | 6661/? [47:55<00:00,  2.32it/s]\nEpoch 0: |          | 6661/? [47:55<00:00,  2.32it/s]\nEpoch 0: |          | 6662/? [47:56<00:00,  2.32it/s]\nEpoch 0: |          | 6662/? [47:56<00:00,  2.32it/s]\nEpoch 0: |          | 6663/? [47:56<00:00,  2.32it/s]\nEpoch 0: |          | 6663/? [47:56<00:00,  2.32it/s]\nEpoch 0: |          | 6664/? [47:56<00:00,  2.32it/s]\nEpoch 0: |          | 6664/? [47:56<00:00,  2.32it/s]\nEpoch 0: |          | 6665/? [47:56<00:00,  2.32it/s]\nEpoch 0: |          | 6665/? [47:56<00:00,  2.32it/s]\nEpoch 0: |          | 6666/? [47:57<00:00,  2.32it/s]\nEpoch 0: |          | 6666/? [47:57<00:00,  2.32it/s]\nEpoch 0: |          | 6667/? [47:57<00:00,  2.32it/s]\nEpoch 0: |          | 6667/? [47:57<00:00,  2.32it/s]\nEpoch 0: |          | 6668/? [47:57<00:00,  2.32it/s]\nEpoch 0: |          | 6668/? [47:57<00:00,  2.32it/s]\nEpoch 0: |          | 6669/? [47:58<00:00,  2.32it/s]\nEpoch 0: |          | 6669/? [47:58<00:00,  2.32it/s]\nEpoch 0: |          | 6670/? [47:58<00:00,  2.32it/s]\nEpoch 0: |          | 6670/? [47:58<00:00,  2.32it/s]\nEpoch 0: |          | 6671/? [47:58<00:00,  2.32it/s]\nEpoch 0: |          | 6671/? [47:58<00:00,  2.32it/s]\nEpoch 0: |          | 6672/? [47:58<00:00,  2.32it/s]\nEpoch 0: |          | 6672/? [47:58<00:00,  2.32it/s]\nEpoch 0: |          | 6673/? [47:59<00:00,  2.32it/s]\nEpoch 0: |          | 6673/? [47:59<00:00,  2.32it/s]\nEpoch 0: |          | 6674/? [47:59<00:00,  2.32it/s]\nEpoch 0: |          | 6674/? [47:59<00:00,  2.32it/s]\nEpoch 0: |          | 6675/? [47:59<00:00,  2.32it/s]\nEpoch 0: |          | 6675/? [47:59<00:00,  2.32it/s]\nEpoch 0: |          | 6676/? [48:00<00:00,  2.32it/s]\nEpoch 0: |          | 6676/? [48:00<00:00,  2.32it/s]\nEpoch 0: |          | 6677/? [48:00<00:00,  2.32it/s]\nEpoch 0: |          | 6677/? [48:00<00:00,  2.32it/s]\nEpoch 0: |          | 6678/? [48:00<00:00,  2.32it/s]\nEpoch 0: |          | 6678/? [48:00<00:00,  2.32it/s]\nEpoch 0: |          | 6679/? [48:00<00:00,  2.32it/s]\nEpoch 0: |          | 6679/? [48:00<00:00,  2.32it/s]\nEpoch 0: |          | 6680/? [48:01<00:00,  2.32it/s]\nEpoch 0: |          | 6680/? [48:01<00:00,  2.32it/s]\nEpoch 0: |          | 6681/? [48:01<00:00,  2.32it/s]\nEpoch 0: |          | 6681/? [48:01<00:00,  2.32it/s]\nEpoch 0: |          | 6682/? [48:01<00:00,  2.32it/s]\nEpoch 0: |          | 6682/? [48:01<00:00,  2.32it/s]\nEpoch 0: |          | 6683/? [48:02<00:00,  2.32it/s]\nEpoch 0: |          | 6683/? [48:02<00:00,  2.32it/s]\nEpoch 0: |          | 6684/? [48:02<00:00,  2.32it/s]\nEpoch 0: |          | 6684/? [48:02<00:00,  2.32it/s]\nEpoch 0: |          | 6685/? [48:02<00:00,  2.32it/s]\nEpoch 0: |          | 6685/? [48:02<00:00,  2.32it/s]\nEpoch 0: |          | 6686/? [48:02<00:00,  2.32it/s]\nEpoch 0: |          | 6686/? [48:02<00:00,  2.32it/s]\nEpoch 0: |          | 6687/? [48:03<00:00,  2.32it/s]\nEpoch 0: |          | 6687/? [48:03<00:00,  2.32it/s]\nEpoch 0: |          | 6688/? [48:03<00:00,  2.32it/s]\nEpoch 0: |          | 6688/? [48:03<00:00,  2.32it/s]\nEpoch 0: |          | 6689/? [48:03<00:00,  2.32it/s]\nEpoch 0: |          | 6689/? [48:03<00:00,  2.32it/s]\nEpoch 0: |          | 6690/? [48:03<00:00,  2.32it/s]\nEpoch 0: |          | 6690/? [48:03<00:00,  2.32it/s]\nEpoch 0: |          | 6691/? [48:04<00:00,  2.32it/s]\nEpoch 0: |          | 6691/? [48:04<00:00,  2.32it/s]\nEpoch 0: |          | 6692/? [48:04<00:00,  2.32it/s]\nEpoch 0: |          | 6692/? [48:04<00:00,  2.32it/s]\nEpoch 0: |          | 6693/? [48:04<00:00,  2.32it/s]\nEpoch 0: |          | 6693/? [48:04<00:00,  2.32it/s]\nEpoch 0: |          | 6694/? [48:05<00:00,  2.32it/s]\nEpoch 0: |          | 6694/? [48:05<00:00,  2.32it/s]\nEpoch 0: |          | 6695/? [48:05<00:00,  2.32it/s]\nEpoch 0: |          | 6695/? [48:05<00:00,  2.32it/s]\nEpoch 0: |          | 6696/? [48:05<00:00,  2.32it/s]\nEpoch 0: |          | 6696/? [48:05<00:00,  2.32it/s]\nEpoch 0: |          | 6697/? [48:05<00:00,  2.32it/s]\nEpoch 0: |          | 6697/? [48:05<00:00,  2.32it/s]\nEpoch 0: |          | 6698/? [48:06<00:00,  2.32it/s]\nEpoch 0: |          | 6698/? [48:06<00:00,  2.32it/s]\nEpoch 0: |          | 6699/? [48:06<00:00,  2.32it/s]\nEpoch 0: |          | 6699/? [48:06<00:00,  2.32it/s]\nEpoch 0: |          | 6700/? [48:06<00:00,  2.32it/s]\nEpoch 0: |          | 6700/? [48:06<00:00,  2.32it/s]\nEpoch 0: |          | 6701/? [48:06<00:00,  2.32it/s]\nEpoch 0: |          | 6701/? [48:06<00:00,  2.32it/s]\nEpoch 0: |          | 6702/? [48:07<00:00,  2.32it/s]\nEpoch 0: |          | 6702/? [48:07<00:00,  2.32it/s]\nEpoch 0: |          | 6703/? [48:07<00:00,  2.32it/s]\nEpoch 0: |          | 6703/? [48:07<00:00,  2.32it/s]\nEpoch 0: |          | 6704/? [48:07<00:00,  2.32it/s]\nEpoch 0: |          | 6704/? [48:07<00:00,  2.32it/s]\nEpoch 0: |          | 6705/? [48:08<00:00,  2.32it/s]\nEpoch 0: |          | 6705/? [48:08<00:00,  2.32it/s]\nEpoch 0: |          | 6706/? [48:08<00:00,  2.32it/s]\nEpoch 0: |          | 6706/? [48:08<00:00,  2.32it/s]\nEpoch 0: |          | 6707/? [48:08<00:00,  2.32it/s]\nEpoch 0: |          | 6707/? [48:08<00:00,  2.32it/s]\nEpoch 0: |          | 6708/? [48:08<00:00,  2.32it/s]\nEpoch 0: |          | 6708/? [48:08<00:00,  2.32it/s]\nEpoch 0: |          | 6709/? [48:09<00:00,  2.32it/s]\nEpoch 0: |          | 6709/? [48:09<00:00,  2.32it/s]\nEpoch 0: |          | 6710/? [48:09<00:00,  2.32it/s]\nEpoch 0: |          | 6710/? [48:09<00:00,  2.32it/s]\nEpoch 0: |          | 6711/? [48:09<00:00,  2.32it/s]\nEpoch 0: |          | 6711/? [48:09<00:00,  2.32it/s]\nEpoch 0: |          | 6712/? [48:10<00:00,  2.32it/s]\nEpoch 0: |          | 6712/? [48:10<00:00,  2.32it/s]\nEpoch 0: |          | 6713/? [48:10<00:00,  2.32it/s]\nEpoch 0: |          | 6713/? [48:10<00:00,  2.32it/s]\nEpoch 0: |          | 6714/? [48:10<00:00,  2.32it/s]\nEpoch 0: |          | 6714/? [48:10<00:00,  2.32it/s]\nEpoch 0: |          | 6715/? [48:10<00:00,  2.32it/s]\nEpoch 0: |          | 6715/? [48:10<00:00,  2.32it/s]\nEpoch 0: |          | 6716/? [48:11<00:00,  2.32it/s]\nEpoch 0: |          | 6716/? [48:11<00:00,  2.32it/s]\nEpoch 0: |          | 6717/? [48:11<00:00,  2.32it/s]\nEpoch 0: |          | 6717/? [48:11<00:00,  2.32it/s]\nEpoch 0: |          | 6718/? [48:11<00:00,  2.32it/s]\nEpoch 0: |          | 6718/? [48:11<00:00,  2.32it/s]\nEpoch 0: |          | 6719/? [48:12<00:00,  2.32it/s]\nEpoch 0: |          | 6719/? [48:12<00:00,  2.32it/s]\nEpoch 0: |          | 6720/? [48:12<00:00,  2.32it/s]\nEpoch 0: |          | 6720/? [48:12<00:00,  2.32it/s]\nEpoch 0: |          | 6721/? [48:12<00:00,  2.32it/s]\nEpoch 0: |          | 6721/? [48:12<00:00,  2.32it/s]\nEpoch 0: |          | 6722/? [48:12<00:00,  2.32it/s]\nEpoch 0: |          | 6722/? [48:12<00:00,  2.32it/s]\nEpoch 0: |          | 6723/? [48:13<00:00,  2.32it/s]\nEpoch 0: |          | 6723/? [48:13<00:00,  2.32it/s]\nEpoch 0: |          | 6724/? [48:13<00:00,  2.32it/s]\nEpoch 0: |          | 6724/? [48:13<00:00,  2.32it/s]\nEpoch 0: |          | 6725/? [48:13<00:00,  2.32it/s]\nEpoch 0: |          | 6725/? [48:13<00:00,  2.32it/s]\nEpoch 0: |          | 6726/? [48:13<00:00,  2.32it/s]\nEpoch 0: |          | 6726/? [48:13<00:00,  2.32it/s]\nEpoch 0: |          | 6727/? [48:14<00:00,  2.32it/s]\nEpoch 0: |          | 6727/? [48:14<00:00,  2.32it/s]\nEpoch 0: |          | 6728/? [48:14<00:00,  2.32it/s]\nEpoch 0: |          | 6728/? [48:14<00:00,  2.32it/s]\nEpoch 0: |          | 6729/? [48:14<00:00,  2.32it/s]\nEpoch 0: |          | 6729/? [48:14<00:00,  2.32it/s]\nEpoch 0: |          | 6730/? [48:15<00:00,  2.32it/s]\nEpoch 0: |          | 6730/? [48:15<00:00,  2.32it/s]\nEpoch 0: |          | 6731/? [48:15<00:00,  2.32it/s]\nEpoch 0: |          | 6731/? [48:15<00:00,  2.32it/s]\nEpoch 0: |          | 6732/? [48:15<00:00,  2.32it/s]\nEpoch 0: |          | 6732/? [48:15<00:00,  2.32it/s]\nEpoch 0: |          | 6733/? [48:15<00:00,  2.32it/s]\nEpoch 0: |          | 6733/? [48:15<00:00,  2.32it/s]\nEpoch 0: |          | 6734/? [48:16<00:00,  2.33it/s]\nEpoch 0: |          | 6734/? [48:16<00:00,  2.33it/s]\nEpoch 0: |          | 6735/? [48:16<00:00,  2.33it/s]\nEpoch 0: |          | 6735/? [48:16<00:00,  2.33it/s]\nEpoch 0: |          | 6736/? [48:16<00:00,  2.33it/s]\nEpoch 0: |          | 6736/? [48:16<00:00,  2.33it/s]\nEpoch 0: |          | 6737/? [48:17<00:00,  2.33it/s]\nEpoch 0: |          | 6737/? [48:17<00:00,  2.33it/s]\nEpoch 0: |          | 6738/? [48:17<00:00,  2.33it/s]\nEpoch 0: |          | 6738/? [48:17<00:00,  2.33it/s]\nEpoch 0: |          | 6739/? [48:17<00:00,  2.33it/s]\nEpoch 0: |          | 6739/? [48:17<00:00,  2.33it/s]\nEpoch 0: |          | 6740/? [48:17<00:00,  2.33it/s]\nEpoch 0: |          | 6740/? [48:17<00:00,  2.33it/s]\nEpoch 0: |          | 6741/? [48:18<00:00,  2.33it/s]\nEpoch 0: |          | 6741/? [48:18<00:00,  2.33it/s]\nEpoch 0: |          | 6742/? [48:18<00:00,  2.33it/s]\nEpoch 0: |          | 6742/? [48:18<00:00,  2.33it/s]\nEpoch 0: |          | 6743/? [48:18<00:00,  2.33it/s]\nEpoch 0: |          | 6743/? [48:18<00:00,  2.33it/s]\nEpoch 0: |          | 6744/? [48:19<00:00,  2.33it/s]\nEpoch 0: |          | 6744/? [48:19<00:00,  2.33it/s]\nEpoch 0: |          | 6745/? [48:19<00:00,  2.33it/s]\nEpoch 0: |          | 6745/? [48:19<00:00,  2.33it/s]\nEpoch 0: |          | 6746/? [48:19<00:00,  2.33it/s]\nEpoch 0: |          | 6746/? [48:19<00:00,  2.33it/s]\nEpoch 0: |          | 6747/? [48:19<00:00,  2.33it/s]\nEpoch 0: |          | 6747/? [48:19<00:00,  2.33it/s]\nEpoch 0: |          | 6748/? [48:20<00:00,  2.33it/s]\nEpoch 0: |          | 6748/? [48:20<00:00,  2.33it/s]\nEpoch 0: |          | 6749/? [48:20<00:00,  2.33it/s]\nEpoch 0: |          | 6749/? [48:20<00:00,  2.33it/s]\nEpoch 0: |          | 6750/? [48:20<00:00,  2.33it/s]\nEpoch 0: |          | 6750/? [48:20<00:00,  2.33it/s]\nEpoch 0: |          | 6751/? [48:20<00:00,  2.33it/s]\nEpoch 0: |          | 6751/? [48:20<00:00,  2.33it/s]\nEpoch 0: |          | 6752/? [48:21<00:00,  2.33it/s]\nEpoch 0: |          | 6752/? [48:21<00:00,  2.33it/s]\nEpoch 0: |          | 6753/? [48:21<00:00,  2.33it/s]\nEpoch 0: |          | 6753/? [48:21<00:00,  2.33it/s]\nEpoch 0: |          | 6754/? [48:21<00:00,  2.33it/s]\nEpoch 0: |          | 6754/? [48:21<00:00,  2.33it/s]\nEpoch 0: |          | 6755/? [48:22<00:00,  2.33it/s]\nEpoch 0: |          | 6755/? [48:22<00:00,  2.33it/s]\nEpoch 0: |          | 6756/? [48:22<00:00,  2.33it/s]\nEpoch 0: |          | 6756/? [48:22<00:00,  2.33it/s]\nEpoch 0: |          | 6757/? [48:22<00:00,  2.33it/s]\nEpoch 0: |          | 6757/? [48:22<00:00,  2.33it/s]\nEpoch 0: |          | 6758/? [48:22<00:00,  2.33it/s]\nEpoch 0: |          | 6758/? [48:22<00:00,  2.33it/s]\nEpoch 0: |          | 6759/? [48:23<00:00,  2.33it/s]\nEpoch 0: |          | 6759/? [48:23<00:00,  2.33it/s]\nEpoch 0: |          | 6760/? [48:23<00:00,  2.33it/s]\nEpoch 0: |          | 6760/? [48:23<00:00,  2.33it/s]\nEpoch 0: |          | 6761/? [48:23<00:00,  2.33it/s]\nEpoch 0: |          | 6761/? [48:23<00:00,  2.33it/s]\nEpoch 0: |          | 6762/? [48:24<00:00,  2.33it/s]\nEpoch 0: |          | 6762/? [48:24<00:00,  2.33it/s]\nEpoch 0: |          | 6763/? [48:24<00:00,  2.33it/s]\nEpoch 0: |          | 6763/? [48:24<00:00,  2.33it/s]\nEpoch 0: |          | 6764/? [48:24<00:00,  2.33it/s]\nEpoch 0: |          | 6764/? [48:24<00:00,  2.33it/s]\nEpoch 0: |          | 6765/? [48:24<00:00,  2.33it/s]\nEpoch 0: |          | 6765/? [48:24<00:00,  2.33it/s]\nEpoch 0: |          | 6766/? [48:25<00:00,  2.33it/s]\nEpoch 0: |          | 6766/? [48:25<00:00,  2.33it/s]\nEpoch 0: |          | 6767/? [48:25<00:00,  2.33it/s]\nEpoch 0: |          | 6767/? [48:25<00:00,  2.33it/s]\nEpoch 0: |          | 6768/? [48:25<00:00,  2.33it/s]\nEpoch 0: |          | 6768/? [48:25<00:00,  2.33it/s]\nEpoch 0: |          | 6769/? [48:26<00:00,  2.33it/s]\nEpoch 0: |          | 6769/? [48:26<00:00,  2.33it/s]\nEpoch 0: |          | 6770/? [48:26<00:00,  2.33it/s]\nEpoch 0: |          | 6770/? [48:26<00:00,  2.33it/s]\nEpoch 0: |          | 6771/? [48:26<00:00,  2.33it/s]\nEpoch 0: |          | 6771/? [48:26<00:00,  2.33it/s]\nEpoch 0: |          | 6772/? [48:26<00:00,  2.33it/s]\nEpoch 0: |          | 6772/? [48:26<00:00,  2.33it/s]\nEpoch 0: |          | 6773/? [48:27<00:00,  2.33it/s]\nEpoch 0: |          | 6773/? [48:27<00:00,  2.33it/s]\nEpoch 0: |          | 6774/? [48:27<00:00,  2.33it/s]\nEpoch 0: |          | 6774/? [48:27<00:00,  2.33it/s]\nEpoch 0: |          | 6775/? [48:27<00:00,  2.33it/s]\nEpoch 0: |          | 6775/? [48:27<00:00,  2.33it/s]\nEpoch 0: |          | 6776/? [48:27<00:00,  2.33it/s]\nEpoch 0: |          | 6776/? [48:27<00:00,  2.33it/s]\nEpoch 0: |          | 6777/? [48:28<00:00,  2.33it/s]\nEpoch 0: |          | 6777/? [48:28<00:00,  2.33it/s]\nEpoch 0: |          | 6778/? [48:28<00:00,  2.33it/s]\nEpoch 0: |          | 6778/? [48:28<00:00,  2.33it/s]\nEpoch 0: |          | 6779/? [48:28<00:00,  2.33it/s]\nEpoch 0: |          | 6779/? [48:28<00:00,  2.33it/s]\nEpoch 0: |          | 6780/? [48:29<00:00,  2.33it/s]\nEpoch 0: |          | 6780/? [48:29<00:00,  2.33it/s]\nEpoch 0: |          | 6781/? [48:29<00:00,  2.33it/s]\nEpoch 0: |          | 6781/? [48:29<00:00,  2.33it/s]\nEpoch 0: |          | 6782/? [48:29<00:00,  2.33it/s]\nEpoch 0: |          | 6782/? [48:29<00:00,  2.33it/s]\nEpoch 0: |          | 6783/? [48:29<00:00,  2.33it/s]\nEpoch 0: |          | 6783/? [48:29<00:00,  2.33it/s]\nEpoch 0: |          | 6784/? [48:30<00:00,  2.33it/s]\nEpoch 0: |          | 6784/? [48:30<00:00,  2.33it/s]\nEpoch 0: |          | 6785/? [48:30<00:00,  2.33it/s]\nEpoch 0: |          | 6785/? [48:30<00:00,  2.33it/s]\nEpoch 0: |          | 6786/? [48:30<00:00,  2.33it/s]\nEpoch 0: |          | 6786/? [48:30<00:00,  2.33it/s]\nEpoch 0: |          | 6787/? [48:31<00:00,  2.33it/s]\nEpoch 0: |          | 6787/? [48:31<00:00,  2.33it/s]\nEpoch 0: |          | 6788/? [48:31<00:00,  2.33it/s]\nEpoch 0: |          | 6788/? [48:31<00:00,  2.33it/s]\nEpoch 0: |          | 6789/? [48:31<00:00,  2.33it/s]\nEpoch 0: |          | 6789/? [48:31<00:00,  2.33it/s]\nEpoch 0: |          | 6790/? [48:31<00:00,  2.33it/s]\nEpoch 0: |          | 6790/? [48:31<00:00,  2.33it/s]\nEpoch 0: |          | 6791/? [48:32<00:00,  2.33it/s]\nEpoch 0: |          | 6791/? [48:32<00:00,  2.33it/s]\nEpoch 0: |          | 6792/? [48:32<00:00,  2.33it/s]\nEpoch 0: |          | 6792/? [48:32<00:00,  2.33it/s]\nEpoch 0: |          | 6793/? [48:32<00:00,  2.33it/s]\nEpoch 0: |          | 6793/? [48:32<00:00,  2.33it/s]\nEpoch 0: |          | 6794/? [48:33<00:00,  2.33it/s]\nEpoch 0: |          | 6794/? [48:33<00:00,  2.33it/s]\nEpoch 0: |          | 6795/? [48:33<00:00,  2.33it/s]\nEpoch 0: |          | 6795/? [48:33<00:00,  2.33it/s]\nEpoch 0: |          | 6796/? [48:33<00:00,  2.33it/s]\nEpoch 0: |          | 6796/? [48:33<00:00,  2.33it/s]\nEpoch 0: |          | 6797/? [48:33<00:00,  2.33it/s]\nEpoch 0: |          | 6797/? [48:33<00:00,  2.33it/s]\nEpoch 0: |          | 6798/? [48:34<00:00,  2.33it/s]\nEpoch 0: |          | 6798/? [48:34<00:00,  2.33it/s]\nEpoch 0: |          | 6799/? [48:34<00:00,  2.33it/s]\nEpoch 0: |          | 6799/? [48:34<00:00,  2.33it/s]\nEpoch 0: |          | 6800/? [48:34<00:00,  2.33it/s]\nEpoch 0: |          | 6800/? [48:34<00:00,  2.33it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.48it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.94it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.27it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.67it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 6800/? [48:35<00:00,  2.33it/s]\nEpoch 0: |          | 6801/? [48:35<00:00,  2.33it/s]\nEpoch 0: |          | 6801/? [48:35<00:00,  2.33it/s]\nEpoch 0: |          | 6802/? [48:35<00:00,  2.33it/s]\nEpoch 0: |          | 6802/? [48:35<00:00,  2.33it/s]\nEpoch 0: |          | 6803/? [48:35<00:00,  2.33it/s]\nEpoch 0: |          | 6803/? [48:35<00:00,  2.33it/s]\nEpoch 0: |          | 6804/? [48:36<00:00,  2.33it/s]\nEpoch 0: |          | 6804/? [48:36<00:00,  2.33it/s]\nEpoch 0: |          | 6805/? [48:36<00:00,  2.33it/s]\nEpoch 0: |          | 6805/? [48:36<00:00,  2.33it/s]\nEpoch 0: |          | 6806/? [48:36<00:00,  2.33it/s]\nEpoch 0: |          | 6806/? [48:36<00:00,  2.33it/s]\nEpoch 0: |          | 6807/? [48:37<00:00,  2.33it/s]\nEpoch 0: |          | 6807/? [48:37<00:00,  2.33it/s]\nEpoch 0: |          | 6808/? [48:37<00:00,  2.33it/s]\nEpoch 0: |          | 6808/? [48:37<00:00,  2.33it/s]\nEpoch 0: |          | 6809/? [48:37<00:00,  2.33it/s]\nEpoch 0: |          | 6809/? [48:37<00:00,  2.33it/s]\nEpoch 0: |          | 6810/? [48:37<00:00,  2.33it/s]\nEpoch 0: |          | 6810/? [48:37<00:00,  2.33it/s]\nEpoch 0: |          | 6811/? [48:38<00:00,  2.33it/s]\nEpoch 0: |          | 6811/? [48:38<00:00,  2.33it/s]\nEpoch 0: |          | 6812/? [48:38<00:00,  2.33it/s]\nEpoch 0: |          | 6812/? [48:38<00:00,  2.33it/s]\nEpoch 0: |          | 6813/? [48:38<00:00,  2.33it/s]\nEpoch 0: |          | 6813/? [48:38<00:00,  2.33it/s]\nEpoch 0: |          | 6814/? [48:38<00:00,  2.33it/s]\nEpoch 0: |          | 6814/? [48:38<00:00,  2.33it/s]\nEpoch 0: |          | 6815/? [48:39<00:00,  2.33it/s]\nEpoch 0: |          | 6815/? [48:39<00:00,  2.33it/s]\nEpoch 0: |          | 6816/? [48:39<00:00,  2.33it/s]\nEpoch 0: |          | 6816/? [48:39<00:00,  2.33it/s]\nEpoch 0: |          | 6817/? [48:39<00:00,  2.33it/s]\nEpoch 0: |          | 6817/? [48:39<00:00,  2.33it/s]\nEpoch 0: |          | 6818/? [48:40<00:00,  2.33it/s]\nEpoch 0: |          | 6818/? [48:40<00:00,  2.33it/s]\nEpoch 0: |          | 6819/? [48:40<00:00,  2.33it/s]\nEpoch 0: |          | 6819/? [48:40<00:00,  2.33it/s]\nEpoch 0: |          | 6820/? [48:40<00:00,  2.34it/s]\nEpoch 0: |          | 6820/? [48:40<00:00,  2.34it/s]\nEpoch 0: |          | 6821/? [48:40<00:00,  2.34it/s]\nEpoch 0: |          | 6821/? [48:40<00:00,  2.34it/s]\nEpoch 0: |          | 6822/? [48:41<00:00,  2.34it/s]\nEpoch 0: |          | 6822/? [48:41<00:00,  2.34it/s]\nEpoch 0: |          | 6823/? [48:41<00:00,  2.34it/s]\nEpoch 0: |          | 6823/? [48:41<00:00,  2.34it/s]\nEpoch 0: |          | 6824/? [48:41<00:00,  2.34it/s]\nEpoch 0: |          | 6824/? [48:41<00:00,  2.34it/s]\nEpoch 0: |          | 6825/? [48:42<00:00,  2.34it/s]\nEpoch 0: |          | 6825/? [48:42<00:00,  2.34it/s]\nEpoch 0: |          | 6826/? [48:42<00:00,  2.34it/s]\nEpoch 0: |          | 6826/? [48:42<00:00,  2.34it/s]\nEpoch 0: |          | 6827/? [48:42<00:00,  2.34it/s]\nEpoch 0: |          | 6827/? [48:42<00:00,  2.34it/s]\nEpoch 0: |          | 6828/? [48:42<00:00,  2.34it/s]\nEpoch 0: |          | 6828/? [48:42<00:00,  2.34it/s]\nEpoch 0: |          | 6829/? [48:43<00:00,  2.34it/s]\nEpoch 0: |          | 6829/? [48:43<00:00,  2.34it/s]\nEpoch 0: |          | 6830/? [48:43<00:00,  2.34it/s]\nEpoch 0: |          | 6830/? [48:43<00:00,  2.34it/s]\nEpoch 0: |          | 6831/? [48:43<00:00,  2.34it/s]\nEpoch 0: |          | 6831/? [48:43<00:00,  2.34it/s]\nEpoch 0: |          | 6832/? [48:44<00:00,  2.34it/s]\nEpoch 0: |          | 6832/? [48:44<00:00,  2.34it/s]\nEpoch 0: |          | 6833/? [48:44<00:00,  2.34it/s]\nEpoch 0: |          | 6833/? [48:44<00:00,  2.34it/s]\nEpoch 0: |          | 6834/? [48:44<00:00,  2.34it/s]\nEpoch 0: |          | 6834/? [48:44<00:00,  2.34it/s]\nEpoch 0: |          | 6835/? [48:44<00:00,  2.34it/s]\nEpoch 0: |          | 6835/? [48:44<00:00,  2.34it/s]\nEpoch 0: |          | 6836/? [48:45<00:00,  2.34it/s]\nEpoch 0: |          | 6836/? [48:45<00:00,  2.34it/s]\nEpoch 0: |          | 6837/? [48:45<00:00,  2.34it/s]\nEpoch 0: |          | 6837/? [48:45<00:00,  2.34it/s]\nEpoch 0: |          | 6838/? [48:45<00:00,  2.34it/s]\nEpoch 0: |          | 6838/? [48:45<00:00,  2.34it/s]\nEpoch 0: |          | 6839/? [48:46<00:00,  2.34it/s]\nEpoch 0: |          | 6839/? [48:46<00:00,  2.34it/s]\nEpoch 0: |          | 6840/? [48:46<00:00,  2.34it/s]\nEpoch 0: |          | 6840/? [48:46<00:00,  2.34it/s]\nEpoch 0: |          | 6841/? [48:46<00:00,  2.34it/s]\nEpoch 0: |          | 6841/? [48:46<00:00,  2.34it/s]\nEpoch 0: |          | 6842/? [48:46<00:00,  2.34it/s]\nEpoch 0: |          | 6842/? [48:46<00:00,  2.34it/s]\nEpoch 0: |          | 6843/? [48:47<00:00,  2.34it/s]\nEpoch 0: |          | 6843/? [48:47<00:00,  2.34it/s]\nEpoch 0: |          | 6844/? [48:47<00:00,  2.34it/s]\nEpoch 0: |          | 6844/? [48:47<00:00,  2.34it/s]\nEpoch 0: |          | 6845/? [48:47<00:00,  2.34it/s]\nEpoch 0: |          | 6845/? [48:47<00:00,  2.34it/s]\nEpoch 0: |          | 6846/? [48:48<00:00,  2.34it/s]\nEpoch 0: |          | 6846/? [48:48<00:00,  2.34it/s]\nEpoch 0: |          | 6847/? [48:48<00:00,  2.34it/s]\nEpoch 0: |          | 6847/? [48:48<00:00,  2.34it/s]\nEpoch 0: |          | 6848/? [48:48<00:00,  2.34it/s]\nEpoch 0: |          | 6848/? [48:48<00:00,  2.34it/s]\nEpoch 0: |          | 6849/? [48:48<00:00,  2.34it/s]\nEpoch 0: |          | 6849/? [48:48<00:00,  2.34it/s]\nEpoch 0: |          | 6850/? [48:49<00:00,  2.34it/s]\nEpoch 0: |          | 6850/? [48:49<00:00,  2.34it/s]\nEpoch 0: |          | 6851/? [48:49<00:00,  2.34it/s]\nEpoch 0: |          | 6851/? [48:49<00:00,  2.34it/s]\nEpoch 0: |          | 6852/? [48:49<00:00,  2.34it/s]\nEpoch 0: |          | 6852/? [48:49<00:00,  2.34it/s]\nEpoch 0: |          | 6853/? [48:49<00:00,  2.34it/s]\nEpoch 0: |          | 6853/? [48:49<00:00,  2.34it/s]\nEpoch 0: |          | 6854/? [48:50<00:00,  2.34it/s]\nEpoch 0: |          | 6854/? [48:50<00:00,  2.34it/s]\nEpoch 0: |          | 6855/? [48:50<00:00,  2.34it/s]\nEpoch 0: |          | 6855/? [48:50<00:00,  2.34it/s]\nEpoch 0: |          | 6856/? [48:50<00:00,  2.34it/s]\nEpoch 0: |          | 6856/? [48:50<00:00,  2.34it/s]\nEpoch 0: |          | 6857/? [48:51<00:00,  2.34it/s]\nEpoch 0: |          | 6857/? [48:51<00:00,  2.34it/s]\nEpoch 0: |          | 6858/? [48:51<00:00,  2.34it/s]\nEpoch 0: |          | 6858/? [48:51<00:00,  2.34it/s]\nEpoch 0: |          | 6859/? [48:51<00:00,  2.34it/s]\nEpoch 0: |          | 6859/? [48:51<00:00,  2.34it/s]\nEpoch 0: |          | 6860/? [48:51<00:00,  2.34it/s]\nEpoch 0: |          | 6860/? [48:51<00:00,  2.34it/s]\nEpoch 0: |          | 6861/? [48:52<00:00,  2.34it/s]\nEpoch 0: |          | 6861/? [48:52<00:00,  2.34it/s]\nEpoch 0: |          | 6862/? [48:52<00:00,  2.34it/s]\nEpoch 0: |          | 6862/? [48:52<00:00,  2.34it/s]\nEpoch 0: |          | 6863/? [48:52<00:00,  2.34it/s]\nEpoch 0: |          | 6863/? [48:52<00:00,  2.34it/s]\nEpoch 0: |          | 6864/? [48:53<00:00,  2.34it/s]\nEpoch 0: |          | 6864/? [48:53<00:00,  2.34it/s]\nEpoch 0: |          | 6865/? [48:53<00:00,  2.34it/s]\nEpoch 0: |          | 6865/? [48:53<00:00,  2.34it/s]\nEpoch 0: |          | 6866/? [48:53<00:00,  2.34it/s]\nEpoch 0: |          | 6866/? [48:53<00:00,  2.34it/s]\nEpoch 0: |          | 6867/? [48:53<00:00,  2.34it/s]\nEpoch 0: |          | 6867/? [48:53<00:00,  2.34it/s]\nEpoch 0: |          | 6868/? [48:54<00:00,  2.34it/s]\nEpoch 0: |          | 6868/? [48:54<00:00,  2.34it/s]\nEpoch 0: |          | 6869/? [48:54<00:00,  2.34it/s]\nEpoch 0: |          | 6869/? [48:54<00:00,  2.34it/s]\nEpoch 0: |          | 6870/? [48:54<00:00,  2.34it/s]\nEpoch 0: |          | 6870/? [48:54<00:00,  2.34it/s]\nEpoch 0: |          | 6871/? [48:55<00:00,  2.34it/s]\nEpoch 0: |          | 6871/? [48:55<00:00,  2.34it/s]\nEpoch 0: |          | 6872/? [48:55<00:00,  2.34it/s]\nEpoch 0: |          | 6872/? [48:55<00:00,  2.34it/s]\nEpoch 0: |          | 6873/? [48:55<00:00,  2.34it/s]\nEpoch 0: |          | 6873/? [48:55<00:00,  2.34it/s]\nEpoch 0: |          | 6874/? [48:55<00:00,  2.34it/s]\nEpoch 0: |          | 6874/? [48:55<00:00,  2.34it/s]\nEpoch 0: |          | 6875/? [48:56<00:00,  2.34it/s]\nEpoch 0: |          | 6875/? [48:56<00:00,  2.34it/s]\nEpoch 0: |          | 6876/? [48:56<00:00,  2.34it/s]\nEpoch 0: |          | 6876/? [48:56<00:00,  2.34it/s]\nEpoch 0: |          | 6877/? [48:56<00:00,  2.34it/s]\nEpoch 0: |          | 6877/? [48:56<00:00,  2.34it/s]\nEpoch 0: |          | 6878/? [48:57<00:00,  2.34it/s]\nEpoch 0: |          | 6878/? [48:57<00:00,  2.34it/s]\nEpoch 0: |          | 6879/? [48:57<00:00,  2.34it/s]\nEpoch 0: |          | 6879/? [48:57<00:00,  2.34it/s]\nEpoch 0: |          | 6880/? [48:57<00:00,  2.34it/s]\nEpoch 0: |          | 6880/? [48:57<00:00,  2.34it/s]\nEpoch 0: |          | 6881/? [48:57<00:00,  2.34it/s]\nEpoch 0: |          | 6881/? [48:57<00:00,  2.34it/s]\nEpoch 0: |          | 6882/? [48:58<00:00,  2.34it/s]\nEpoch 0: |          | 6882/? [48:58<00:00,  2.34it/s]\nEpoch 0: |          | 6883/? [48:58<00:00,  2.34it/s]\nEpoch 0: |          | 6883/? [48:58<00:00,  2.34it/s]\nEpoch 0: |          | 6884/? [48:58<00:00,  2.34it/s]\nEpoch 0: |          | 6884/? [48:58<00:00,  2.34it/s]\nEpoch 0: |          | 6885/? [48:58<00:00,  2.34it/s]\nEpoch 0: |          | 6885/? [48:58<00:00,  2.34it/s]\nEpoch 0: |          | 6886/? [48:59<00:00,  2.34it/s]\nEpoch 0: |          | 6886/? [48:59<00:00,  2.34it/s]\nEpoch 0: |          | 6887/? [48:59<00:00,  2.34it/s]\nEpoch 0: |          | 6887/? [48:59<00:00,  2.34it/s]\nEpoch 0: |          | 6888/? [48:59<00:00,  2.34it/s]\nEpoch 0: |          | 6888/? [48:59<00:00,  2.34it/s]\nEpoch 0: |          | 6889/? [49:00<00:00,  2.34it/s]\nEpoch 0: |          | 6889/? [49:00<00:00,  2.34it/s]\nEpoch 0: |          | 6890/? [49:00<00:00,  2.34it/s]\nEpoch 0: |          | 6890/? [49:00<00:00,  2.34it/s]\nEpoch 0: |          | 6891/? [49:00<00:00,  2.34it/s]\nEpoch 0: |          | 6891/? [49:00<00:00,  2.34it/s]\nEpoch 0: |          | 6892/? [49:00<00:00,  2.34it/s]\nEpoch 0: |          | 6892/? [49:00<00:00,  2.34it/s]\nEpoch 0: |          | 6893/? [49:01<00:00,  2.34it/s]\nEpoch 0: |          | 6893/? [49:01<00:00,  2.34it/s]\nEpoch 0: |          | 6894/? [49:01<00:00,  2.34it/s]\nEpoch 0: |          | 6894/? [49:01<00:00,  2.34it/s]\nEpoch 0: |          | 6895/? [49:01<00:00,  2.34it/s]\nEpoch 0: |          | 6895/? [49:01<00:00,  2.34it/s]\nEpoch 0: |          | 6896/? [49:02<00:00,  2.34it/s]\nEpoch 0: |          | 6896/? [49:02<00:00,  2.34it/s]\nEpoch 0: |          | 6897/? [49:02<00:00,  2.34it/s]\nEpoch 0: |          | 6897/? [49:02<00:00,  2.34it/s]\nEpoch 0: |          | 6898/? [49:02<00:00,  2.34it/s]\nEpoch 0: |          | 6898/? [49:02<00:00,  2.34it/s]\nEpoch 0: |          | 6899/? [49:02<00:00,  2.34it/s]\nEpoch 0: |          | 6899/? [49:02<00:00,  2.34it/s]\nEpoch 0: |          | 6900/? [49:03<00:00,  2.34it/s]\nEpoch 0: |          | 6900/? [49:03<00:00,  2.34it/s]\nEpoch 0: |          | 6901/? [49:03<00:00,  2.34it/s]\nEpoch 0: |          | 6901/? [49:03<00:00,  2.34it/s]\nEpoch 0: |          | 6902/? [49:03<00:00,  2.34it/s]\nEpoch 0: |          | 6902/? [49:03<00:00,  2.34it/s]\nEpoch 0: |          | 6903/? [49:04<00:00,  2.34it/s]\nEpoch 0: |          | 6903/? [49:04<00:00,  2.34it/s]\nEpoch 0: |          | 6904/? [49:04<00:00,  2.34it/s]\nEpoch 0: |          | 6904/? [49:04<00:00,  2.34it/s]\nEpoch 0: |          | 6905/? [49:04<00:00,  2.34it/s]\nEpoch 0: |          | 6905/? [49:04<00:00,  2.34it/s]\nEpoch 0: |          | 6906/? [49:04<00:00,  2.35it/s]\nEpoch 0: |          | 6906/? [49:04<00:00,  2.35it/s]\nEpoch 0: |          | 6907/? [49:05<00:00,  2.35it/s]\nEpoch 0: |          | 6907/? [49:05<00:00,  2.35it/s]\nEpoch 0: |          | 6908/? [49:05<00:00,  2.35it/s]\nEpoch 0: |          | 6908/? [49:05<00:00,  2.35it/s]\nEpoch 0: |          | 6909/? [49:05<00:00,  2.35it/s]\nEpoch 0: |          | 6909/? [49:05<00:00,  2.35it/s]\nEpoch 0: |          | 6910/? [49:06<00:00,  2.35it/s]\nEpoch 0: |          | 6910/? [49:06<00:00,  2.35it/s]\nEpoch 0: |          | 6911/? [49:06<00:00,  2.35it/s]\nEpoch 0: |          | 6911/? [49:06<00:00,  2.35it/s]\nEpoch 0: |          | 6912/? [49:06<00:00,  2.35it/s]\nEpoch 0: |          | 6912/? [49:06<00:00,  2.35it/s]\nEpoch 0: |          | 6913/? [49:06<00:00,  2.35it/s]\nEpoch 0: |          | 6913/? [49:06<00:00,  2.35it/s]\nEpoch 0: |          | 6914/? [49:07<00:00,  2.35it/s]\nEpoch 0: |          | 6914/? [49:07<00:00,  2.35it/s]\nEpoch 0: |          | 6915/? [49:07<00:00,  2.35it/s]\nEpoch 0: |          | 6915/? [49:07<00:00,  2.35it/s]\nEpoch 0: |          | 6916/? [49:07<00:00,  2.35it/s]\nEpoch 0: |          | 6916/? [49:07<00:00,  2.35it/s]\nEpoch 0: |          | 6917/? [49:08<00:00,  2.35it/s]\nEpoch 0: |          | 6917/? [49:08<00:00,  2.35it/s]\nEpoch 0: |          | 6918/? [49:08<00:00,  2.35it/s]\nEpoch 0: |          | 6918/? [49:08<00:00,  2.35it/s]\nEpoch 0: |          | 6919/? [49:08<00:00,  2.35it/s]\nEpoch 0: |          | 6919/? [49:08<00:00,  2.35it/s]\nEpoch 0: |          | 6920/? [49:08<00:00,  2.35it/s]\nEpoch 0: |          | 6920/? [49:08<00:00,  2.35it/s]\nEpoch 0: |          | 6921/? [49:09<00:00,  2.35it/s]\nEpoch 0: |          | 6921/? [49:09<00:00,  2.35it/s]\nEpoch 0: |          | 6922/? [49:09<00:00,  2.35it/s]\nEpoch 0: |          | 6922/? [49:09<00:00,  2.35it/s]\nEpoch 0: |          | 6923/? [49:09<00:00,  2.35it/s]\nEpoch 0: |          | 6923/? [49:09<00:00,  2.35it/s]\nEpoch 0: |          | 6924/? [49:10<00:00,  2.35it/s]\nEpoch 0: |          | 6924/? [49:10<00:00,  2.35it/s]\nEpoch 0: |          | 6925/? [49:10<00:00,  2.35it/s]\nEpoch 0: |          | 6925/? [49:10<00:00,  2.35it/s]\nEpoch 0: |          | 6926/? [49:10<00:00,  2.35it/s]\nEpoch 0: |          | 6926/? [49:10<00:00,  2.35it/s]\nEpoch 0: |          | 6927/? [49:10<00:00,  2.35it/s]\nEpoch 0: |          | 6927/? [49:10<00:00,  2.35it/s]\nEpoch 0: |          | 6928/? [49:11<00:00,  2.35it/s]\nEpoch 0: |          | 6928/? [49:11<00:00,  2.35it/s]\nEpoch 0: |          | 6929/? [49:11<00:00,  2.35it/s]\nEpoch 0: |          | 6929/? [49:11<00:00,  2.35it/s]\nEpoch 0: |          | 6930/? [49:11<00:00,  2.35it/s]\nEpoch 0: |          | 6930/? [49:11<00:00,  2.35it/s]\nEpoch 0: |          | 6931/? [49:12<00:00,  2.35it/s]\nEpoch 0: |          | 6931/? [49:12<00:00,  2.35it/s]\nEpoch 0: |          | 6932/? [49:12<00:00,  2.35it/s]\nEpoch 0: |          | 6932/? [49:12<00:00,  2.35it/s]\nEpoch 0: |          | 6933/? [49:12<00:00,  2.35it/s]\nEpoch 0: |          | 6933/? [49:12<00:00,  2.35it/s]\nEpoch 0: |          | 6934/? [49:12<00:00,  2.35it/s]\nEpoch 0: |          | 6934/? [49:12<00:00,  2.35it/s]\nEpoch 0: |          | 6935/? [49:13<00:00,  2.35it/s]\nEpoch 0: |          | 6935/? [49:13<00:00,  2.35it/s]\nEpoch 0: |          | 6936/? [49:13<00:00,  2.35it/s]\nEpoch 0: |          | 6936/? [49:13<00:00,  2.35it/s]\nEpoch 0: |          | 6937/? [49:13<00:00,  2.35it/s]\nEpoch 0: |          | 6937/? [49:13<00:00,  2.35it/s]\nEpoch 0: |          | 6938/? [49:13<00:00,  2.35it/s]\nEpoch 0: |          | 6938/? [49:13<00:00,  2.35it/s]\nEpoch 0: |          | 6939/? [49:14<00:00,  2.35it/s]\nEpoch 0: |          | 6939/? [49:14<00:00,  2.35it/s]\nEpoch 0: |          | 6940/? [49:14<00:00,  2.35it/s]\nEpoch 0: |          | 6940/? [49:14<00:00,  2.35it/s]\nEpoch 0: |          | 6941/? [49:14<00:00,  2.35it/s]\nEpoch 0: |          | 6941/? [49:14<00:00,  2.35it/s]\nEpoch 0: |          | 6942/? [49:15<00:00,  2.35it/s]\nEpoch 0: |          | 6942/? [49:15<00:00,  2.35it/s]\nEpoch 0: |          | 6943/? [49:15<00:00,  2.35it/s]\nEpoch 0: |          | 6943/? [49:15<00:00,  2.35it/s]\nEpoch 0: |          | 6944/? [49:15<00:00,  2.35it/s]\nEpoch 0: |          | 6944/? [49:15<00:00,  2.35it/s]\nEpoch 0: |          | 6945/? [49:15<00:00,  2.35it/s]\nEpoch 0: |          | 6945/? [49:15<00:00,  2.35it/s]\nEpoch 0: |          | 6946/? [49:16<00:00,  2.35it/s]\nEpoch 0: |          | 6946/? [49:16<00:00,  2.35it/s]\nEpoch 0: |          | 6947/? [49:16<00:00,  2.35it/s]\nEpoch 0: |          | 6947/? [49:16<00:00,  2.35it/s]\nEpoch 0: |          | 6948/? [49:16<00:00,  2.35it/s]\nEpoch 0: |          | 6948/? [49:16<00:00,  2.35it/s]\nEpoch 0: |          | 6949/? [49:17<00:00,  2.35it/s]\nEpoch 0: |          | 6949/? [49:17<00:00,  2.35it/s]\nEpoch 0: |          | 6950/? [49:17<00:00,  2.35it/s]\nEpoch 0: |          | 6950/? [49:17<00:00,  2.35it/s]\nEpoch 0: |          | 6951/? [49:17<00:00,  2.35it/s]\nEpoch 0: |          | 6951/? [49:17<00:00,  2.35it/s]\nEpoch 0: |          | 6952/? [49:17<00:00,  2.35it/s]\nEpoch 0: |          | 6952/? [49:17<00:00,  2.35it/s]\nEpoch 0: |          | 6953/? [49:18<00:00,  2.35it/s]\nEpoch 0: |          | 6953/? [49:18<00:00,  2.35it/s]\nEpoch 0: |          | 6954/? [49:18<00:00,  2.35it/s]\nEpoch 0: |          | 6954/? [49:18<00:00,  2.35it/s]\nEpoch 0: |          | 6955/? [49:18<00:00,  2.35it/s]\nEpoch 0: |          | 6955/? [49:18<00:00,  2.35it/s]\nEpoch 0: |          | 6956/? [49:19<00:00,  2.35it/s]\nEpoch 0: |          | 6956/? [49:19<00:00,  2.35it/s]\nEpoch 0: |          | 6957/? [49:19<00:00,  2.35it/s]\nEpoch 0: |          | 6957/? [49:19<00:00,  2.35it/s]\nEpoch 0: |          | 6958/? [49:19<00:00,  2.35it/s]\nEpoch 0: |          | 6958/? [49:19<00:00,  2.35it/s]\nEpoch 0: |          | 6959/? [49:19<00:00,  2.35it/s]\nEpoch 0: |          | 6959/? [49:19<00:00,  2.35it/s]\nEpoch 0: |          | 6960/? [49:20<00:00,  2.35it/s]\nEpoch 0: |          | 6960/? [49:20<00:00,  2.35it/s]\nEpoch 0: |          | 6961/? [49:20<00:00,  2.35it/s]\nEpoch 0: |          | 6961/? [49:20<00:00,  2.35it/s]\nEpoch 0: |          | 6962/? [49:20<00:00,  2.35it/s]\nEpoch 0: |          | 6962/? [49:20<00:00,  2.35it/s]\nEpoch 0: |          | 6963/? [49:20<00:00,  2.35it/s]\nEpoch 0: |          | 6963/? [49:20<00:00,  2.35it/s]\nEpoch 0: |          | 6964/? [49:21<00:00,  2.35it/s]\nEpoch 0: |          | 6964/? [49:21<00:00,  2.35it/s]\nEpoch 0: |          | 6965/? [49:21<00:00,  2.35it/s]\nEpoch 0: |          | 6965/? [49:21<00:00,  2.35it/s]\nEpoch 0: |          | 6966/? [49:21<00:00,  2.35it/s]\nEpoch 0: |          | 6966/? [49:21<00:00,  2.35it/s]\nEpoch 0: |          | 6967/? [49:22<00:00,  2.35it/s]\nEpoch 0: |          | 6967/? [49:22<00:00,  2.35it/s]\nEpoch 0: |          | 6968/? [49:22<00:00,  2.35it/s]\nEpoch 0: |          | 6968/? [49:22<00:00,  2.35it/s]\nEpoch 0: |          | 6969/? [49:22<00:00,  2.35it/s]\nEpoch 0: |          | 6969/? [49:22<00:00,  2.35it/s]\nEpoch 0: |          | 6970/? [49:22<00:00,  2.35it/s]\nEpoch 0: |          | 6970/? [49:22<00:00,  2.35it/s]\nEpoch 0: |          | 6971/? [49:23<00:00,  2.35it/s]\nEpoch 0: |          | 6971/? [49:23<00:00,  2.35it/s]\nEpoch 0: |          | 6972/? [49:23<00:00,  2.35it/s]\nEpoch 0: |          | 6972/? [49:23<00:00,  2.35it/s]\nEpoch 0: |          | 6973/? [49:23<00:00,  2.35it/s]\nEpoch 0: |          | 6973/? [49:23<00:00,  2.35it/s]\nEpoch 0: |          | 6974/? [49:23<00:00,  2.35it/s]\nEpoch 0: |          | 6974/? [49:23<00:00,  2.35it/s]\nEpoch 0: |          | 6975/? [49:24<00:00,  2.35it/s]\nEpoch 0: |          | 6975/? [49:24<00:00,  2.35it/s]\nEpoch 0: |          | 6976/? [49:24<00:00,  2.35it/s]\nEpoch 0: |          | 6976/? [49:24<00:00,  2.35it/s]\nEpoch 0: |          | 6977/? [49:24<00:00,  2.35it/s]\nEpoch 0: |          | 6977/? [49:24<00:00,  2.35it/s]\nEpoch 0: |          | 6978/? [49:25<00:00,  2.35it/s]\nEpoch 0: |          | 6978/? [49:25<00:00,  2.35it/s]\nEpoch 0: |          | 6979/? [49:25<00:00,  2.35it/s]\nEpoch 0: |          | 6979/? [49:25<00:00,  2.35it/s]\nEpoch 0: |          | 6980/? [49:25<00:00,  2.35it/s]\nEpoch 0: |          | 6980/? [49:25<00:00,  2.35it/s]\nEpoch 0: |          | 6981/? [49:25<00:00,  2.35it/s]\nEpoch 0: |          | 6981/? [49:25<00:00,  2.35it/s]\nEpoch 0: |          | 6982/? [49:26<00:00,  2.35it/s]\nEpoch 0: |          | 6982/? [49:26<00:00,  2.35it/s]\nEpoch 0: |          | 6983/? [49:26<00:00,  2.35it/s]\nEpoch 0: |          | 6983/? [49:26<00:00,  2.35it/s]\nEpoch 0: |          | 6984/? [49:26<00:00,  2.35it/s]\nEpoch 0: |          | 6984/? [49:26<00:00,  2.35it/s]\nEpoch 0: |          | 6985/? [49:27<00:00,  2.35it/s]\nEpoch 0: |          | 6985/? [49:27<00:00,  2.35it/s]\nEpoch 0: |          | 6986/? [49:27<00:00,  2.35it/s]\nEpoch 0: |          | 6986/? [49:27<00:00,  2.35it/s]\nEpoch 0: |          | 6987/? [49:27<00:00,  2.35it/s]\nEpoch 0: |          | 6987/? [49:27<00:00,  2.35it/s]\nEpoch 0: |          | 6988/? [49:27<00:00,  2.35it/s]\nEpoch 0: |          | 6988/? [49:27<00:00,  2.35it/s]\nEpoch 0: |          | 6989/? [49:28<00:00,  2.35it/s]\nEpoch 0: |          | 6989/? [49:28<00:00,  2.35it/s]\nEpoch 0: |          | 6990/? [49:28<00:00,  2.35it/s]\nEpoch 0: |          | 6990/? [49:28<00:00,  2.35it/s]\nEpoch 0: |          | 6991/? [49:28<00:00,  2.35it/s]\nEpoch 0: |          | 6991/? [49:28<00:00,  2.35it/s]\nEpoch 0: |          | 6992/? [49:28<00:00,  2.36it/s]\nEpoch 0: |          | 6992/? [49:28<00:00,  2.36it/s]\nEpoch 0: |          | 6993/? [49:29<00:00,  2.36it/s]\nEpoch 0: |          | 6993/? [49:29<00:00,  2.36it/s]\nEpoch 0: |          | 6994/? [49:29<00:00,  2.36it/s]\nEpoch 0: |          | 6994/? [49:29<00:00,  2.36it/s]\nEpoch 0: |          | 6995/? [49:29<00:00,  2.36it/s]\nEpoch 0: |          | 6995/? [49:29<00:00,  2.36it/s]\nEpoch 0: |          | 6996/? [49:30<00:00,  2.36it/s]\nEpoch 0: |          | 6996/? [49:30<00:00,  2.36it/s]\nEpoch 0: |          | 6997/? [49:30<00:00,  2.36it/s]\nEpoch 0: |          | 6997/? [49:30<00:00,  2.36it/s]\nEpoch 0: |          | 6998/? [49:30<00:00,  2.36it/s]\nEpoch 0: |          | 6998/? [49:30<00:00,  2.36it/s]\nEpoch 0: |          | 6999/? [49:30<00:00,  2.36it/s]\nEpoch 0: |          | 6999/? [49:30<00:00,  2.36it/s]\nEpoch 0: |          | 7000/? [49:31<00:00,  2.36it/s]\nEpoch 0: |          | 7000/? [49:31<00:00,  2.36it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.54it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.00it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.96it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.46it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 7000/? [49:31<00:00,  2.36it/s]\nEpoch 0: |          | 7001/? [49:31<00:00,  2.36it/s]\nEpoch 0: |          | 7001/? [49:31<00:00,  2.36it/s]\nEpoch 0: |          | 7002/? [49:32<00:00,  2.36it/s]\nEpoch 0: |          | 7002/? [49:32<00:00,  2.36it/s]\nEpoch 0: |          | 7003/? [49:32<00:00,  2.36it/s]\nEpoch 0: |          | 7003/? [49:32<00:00,  2.36it/s]\nEpoch 0: |          | 7004/? [49:32<00:00,  2.36it/s]\nEpoch 0: |          | 7004/? [49:32<00:00,  2.36it/s]\nEpoch 0: |          | 7005/? [49:32<00:00,  2.36it/s]\nEpoch 0: |          | 7005/? [49:32<00:00,  2.36it/s]\nEpoch 0: |          | 7006/? [49:33<00:00,  2.36it/s]\nEpoch 0: |          | 7006/? [49:33<00:00,  2.36it/s]\nEpoch 0: |          | 7007/? [49:33<00:00,  2.36it/s]\nEpoch 0: |          | 7007/? [49:33<00:00,  2.36it/s]\nEpoch 0: |          | 7008/? [49:33<00:00,  2.36it/s]\nEpoch 0: |          | 7008/? [49:33<00:00,  2.36it/s]\nEpoch 0: |          | 7009/? [49:34<00:00,  2.36it/s]\nEpoch 0: |          | 7009/? [49:34<00:00,  2.36it/s]\nEpoch 0: |          | 7010/? [49:34<00:00,  2.36it/s]\nEpoch 0: |          | 7010/? [49:34<00:00,  2.36it/s]\nEpoch 0: |          | 7011/? [49:34<00:00,  2.36it/s]\nEpoch 0: |          | 7011/? [49:34<00:00,  2.36it/s]\nEpoch 0: |          | 7012/? [49:34<00:00,  2.36it/s]\nEpoch 0: |          | 7012/? [49:34<00:00,  2.36it/s]\nEpoch 0: |          | 7013/? [49:35<00:00,  2.36it/s]\nEpoch 0: |          | 7013/? [49:35<00:00,  2.36it/s]\nEpoch 0: |          | 7014/? [49:35<00:00,  2.36it/s]\nEpoch 0: |          | 7014/? [49:35<00:00,  2.36it/s]\nEpoch 0: |          | 7015/? [49:35<00:00,  2.36it/s]\nEpoch 0: |          | 7015/? [49:35<00:00,  2.36it/s]\nEpoch 0: |          | 7016/? [49:36<00:00,  2.36it/s]\nEpoch 0: |          | 7016/? [49:36<00:00,  2.36it/s]\nEpoch 0: |          | 7017/? [49:36<00:00,  2.36it/s]\nEpoch 0: |          | 7017/? [49:36<00:00,  2.36it/s]\nEpoch 0: |          | 7018/? [49:36<00:00,  2.36it/s]\nEpoch 0: |          | 7018/? [49:36<00:00,  2.36it/s]\nEpoch 0: |          | 7019/? [49:36<00:00,  2.36it/s]\nEpoch 0: |          | 7019/? [49:36<00:00,  2.36it/s]\nEpoch 0: |          | 7020/? [49:37<00:00,  2.36it/s]\nEpoch 0: |          | 7020/? [49:37<00:00,  2.36it/s]\nEpoch 0: |          | 7021/? [49:37<00:00,  2.36it/s]\nEpoch 0: |          | 7021/? [49:37<00:00,  2.36it/s]\nEpoch 0: |          | 7022/? [49:37<00:00,  2.36it/s]\nEpoch 0: |          | 7022/? [49:37<00:00,  2.36it/s]\nEpoch 0: |          | 7023/? [49:37<00:00,  2.36it/s]\nEpoch 0: |          | 7023/? [49:37<00:00,  2.36it/s]\nEpoch 0: |          | 7024/? [49:38<00:00,  2.36it/s]\nEpoch 0: |          | 7024/? [49:38<00:00,  2.36it/s]\nEpoch 0: |          | 7025/? [49:38<00:00,  2.36it/s]\nEpoch 0: |          | 7025/? [49:38<00:00,  2.36it/s]\nEpoch 0: |          | 7026/? [49:38<00:00,  2.36it/s]\nEpoch 0: |          | 7026/? [49:38<00:00,  2.36it/s]\nEpoch 0: |          | 7027/? [49:39<00:00,  2.36it/s]\nEpoch 0: |          | 7027/? [49:39<00:00,  2.36it/s]\nEpoch 0: |          | 7028/? [49:39<00:00,  2.36it/s]\nEpoch 0: |          | 7028/? [49:39<00:00,  2.36it/s]\nEpoch 0: |          | 7029/? [49:39<00:00,  2.36it/s]\nEpoch 0: |          | 7029/? [49:39<00:00,  2.36it/s]\nEpoch 0: |          | 7030/? [49:39<00:00,  2.36it/s]\nEpoch 0: |          | 7030/? [49:39<00:00,  2.36it/s]\nEpoch 0: |          | 7031/? [49:40<00:00,  2.36it/s]\nEpoch 0: |          | 7031/? [49:40<00:00,  2.36it/s]\nEpoch 0: |          | 7032/? [49:40<00:00,  2.36it/s]\nEpoch 0: |          | 7032/? [49:40<00:00,  2.36it/s]\nEpoch 0: |          | 7033/? [49:40<00:00,  2.36it/s]\nEpoch 0: |          | 7033/? [49:40<00:00,  2.36it/s]\nEpoch 0: |          | 7034/? [49:41<00:00,  2.36it/s]\nEpoch 0: |          | 7034/? [49:41<00:00,  2.36it/s]\nEpoch 0: |          | 7035/? [49:41<00:00,  2.36it/s]\nEpoch 0: |          | 7035/? [49:41<00:00,  2.36it/s]\nEpoch 0: |          | 7036/? [49:41<00:00,  2.36it/s]\nEpoch 0: |          | 7036/? [49:41<00:00,  2.36it/s]\nEpoch 0: |          | 7037/? [49:41<00:00,  2.36it/s]\nEpoch 0: |          | 7037/? [49:41<00:00,  2.36it/s]\nEpoch 0: |          | 7038/? [49:42<00:00,  2.36it/s]\nEpoch 0: |          | 7038/? [49:42<00:00,  2.36it/s]\nEpoch 0: |          | 7039/? [49:42<00:00,  2.36it/s]\nEpoch 0: |          | 7039/? [49:42<00:00,  2.36it/s]\nEpoch 0: |          | 7040/? [49:42<00:00,  2.36it/s]\nEpoch 0: |          | 7040/? [49:42<00:00,  2.36it/s]\nEpoch 0: |          | 7041/? [49:42<00:00,  2.36it/s]\nEpoch 0: |          | 7041/? [49:42<00:00,  2.36it/s]\nEpoch 0: |          | 7042/? [49:43<00:00,  2.36it/s]\nEpoch 0: |          | 7042/? [49:43<00:00,  2.36it/s]\nEpoch 0: |          | 7043/? [49:43<00:00,  2.36it/s]\nEpoch 0: |          | 7043/? [49:43<00:00,  2.36it/s]\nEpoch 0: |          | 7044/? [49:43<00:00,  2.36it/s]\nEpoch 0: |          | 7044/? [49:43<00:00,  2.36it/s]\nEpoch 0: |          | 7045/? [49:44<00:00,  2.36it/s]\nEpoch 0: |          | 7045/? [49:44<00:00,  2.36it/s]\nEpoch 0: |          | 7046/? [49:44<00:00,  2.36it/s]\nEpoch 0: |          | 7046/? [49:44<00:00,  2.36it/s]\nEpoch 0: |          | 7047/? [49:44<00:00,  2.36it/s]\nEpoch 0: |          | 7047/? [49:44<00:00,  2.36it/s]\nEpoch 0: |          | 7048/? [49:45<00:00,  2.36it/s]\nEpoch 0: |          | 7048/? [49:45<00:00,  2.36it/s]\nEpoch 0: |          | 7049/? [49:45<00:00,  2.36it/s]\nEpoch 0: |          | 7049/? [49:45<00:00,  2.36it/s]\nEpoch 0: |          | 7050/? [49:45<00:00,  2.36it/s]\nEpoch 0: |          | 7050/? [49:45<00:00,  2.36it/s]\nEpoch 0: |          | 7051/? [49:45<00:00,  2.36it/s]\nEpoch 0: |          | 7051/? [49:45<00:00,  2.36it/s]\nEpoch 0: |          | 7052/? [49:46<00:00,  2.36it/s]\nEpoch 0: |          | 7052/? [49:46<00:00,  2.36it/s]\nEpoch 0: |          | 7053/? [49:46<00:00,  2.36it/s]\nEpoch 0: |          | 7053/? [49:46<00:00,  2.36it/s]\nEpoch 0: |          | 7054/? [49:46<00:00,  2.36it/s]\nEpoch 0: |          | 7054/? [49:46<00:00,  2.36it/s]\nEpoch 0: |          | 7055/? [49:46<00:00,  2.36it/s]\nEpoch 0: |          | 7055/? [49:46<00:00,  2.36it/s]\nEpoch 0: |          | 7056/? [49:47<00:00,  2.36it/s]\nEpoch 0: |          | 7056/? [49:47<00:00,  2.36it/s]\nEpoch 0: |          | 7057/? [49:47<00:00,  2.36it/s]\nEpoch 0: |          | 7057/? [49:47<00:00,  2.36it/s]\nEpoch 0: |          | 7058/? [49:47<00:00,  2.36it/s]\nEpoch 0: |          | 7058/? [49:47<00:00,  2.36it/s]\nEpoch 0: |          | 7059/? [49:48<00:00,  2.36it/s]\nEpoch 0: |          | 7059/? [49:48<00:00,  2.36it/s]\nEpoch 0: |          | 7060/? [49:48<00:00,  2.36it/s]\nEpoch 0: |          | 7060/? [49:48<00:00,  2.36it/s]\nEpoch 0: |          | 7061/? [49:48<00:00,  2.36it/s]\nEpoch 0: |          | 7061/? [49:48<00:00,  2.36it/s]\nEpoch 0: |          | 7062/? [49:48<00:00,  2.36it/s]\nEpoch 0: |          | 7062/? [49:48<00:00,  2.36it/s]\nEpoch 0: |          | 7063/? [49:49<00:00,  2.36it/s]\nEpoch 0: |          | 7063/? [49:49<00:00,  2.36it/s]\nEpoch 0: |          | 7064/? [49:49<00:00,  2.36it/s]\nEpoch 0: |          | 7064/? [49:49<00:00,  2.36it/s]\nEpoch 0: |          | 7065/? [49:49<00:00,  2.36it/s]\nEpoch 0: |          | 7065/? [49:49<00:00,  2.36it/s]\nEpoch 0: |          | 7066/? [49:50<00:00,  2.36it/s]\nEpoch 0: |          | 7066/? [49:50<00:00,  2.36it/s]\nEpoch 0: |          | 7067/? [49:50<00:00,  2.36it/s]\nEpoch 0: |          | 7067/? [49:50<00:00,  2.36it/s]\nEpoch 0: |          | 7068/? [49:50<00:00,  2.36it/s]\nEpoch 0: |          | 7068/? [49:50<00:00,  2.36it/s]\nEpoch 0: |          | 7069/? [49:50<00:00,  2.36it/s]\nEpoch 0: |          | 7069/? [49:50<00:00,  2.36it/s]\nEpoch 0: |          | 7070/? [49:51<00:00,  2.36it/s]\nEpoch 0: |          | 7070/? [49:51<00:00,  2.36it/s]\nEpoch 0: |          | 7071/? [49:51<00:00,  2.36it/s]\nEpoch 0: |          | 7071/? [49:51<00:00,  2.36it/s]\nEpoch 0: |          | 7072/? [49:51<00:00,  2.36it/s]\nEpoch 0: |          | 7072/? [49:51<00:00,  2.36it/s]\nEpoch 0: |          | 7073/? [49:52<00:00,  2.36it/s]\nEpoch 0: |          | 7073/? [49:52<00:00,  2.36it/s]\nEpoch 0: |          | 7074/? [49:52<00:00,  2.36it/s]\nEpoch 0: |          | 7074/? [49:52<00:00,  2.36it/s]\nEpoch 0: |          | 7075/? [49:52<00:00,  2.36it/s]\nEpoch 0: |          | 7075/? [49:52<00:00,  2.36it/s]\nEpoch 0: |          | 7076/? [49:52<00:00,  2.36it/s]\nEpoch 0: |          | 7076/? [49:52<00:00,  2.36it/s]\nEpoch 0: |          | 7077/? [49:53<00:00,  2.36it/s]\nEpoch 0: |          | 7077/? [49:53<00:00,  2.36it/s]\nEpoch 0: |          | 7078/? [49:53<00:00,  2.36it/s]\nEpoch 0: |          | 7078/? [49:53<00:00,  2.36it/s]\nEpoch 0: |          | 7079/? [49:53<00:00,  2.36it/s]\nEpoch 0: |          | 7079/? [49:53<00:00,  2.36it/s]\nEpoch 0: |          | 7080/? [49:53<00:00,  2.36it/s]\nEpoch 0: |          | 7080/? [49:53<00:00,  2.36it/s]\nEpoch 0: |          | 7081/? [49:54<00:00,  2.36it/s]\nEpoch 0: |          | 7081/? [49:54<00:00,  2.36it/s]\nEpoch 0: |          | 7082/? [49:54<00:00,  2.37it/s]\nEpoch 0: |          | 7082/? [49:54<00:00,  2.37it/s]\nEpoch 0: |          | 7083/? [49:54<00:00,  2.37it/s]\nEpoch 0: |          | 7083/? [49:54<00:00,  2.37it/s]\nEpoch 0: |          | 7084/? [49:55<00:00,  2.37it/s]\nEpoch 0: |          | 7084/? [49:55<00:00,  2.37it/s]\nEpoch 0: |          | 7085/? [49:55<00:00,  2.37it/s]\nEpoch 0: |          | 7085/? [49:55<00:00,  2.37it/s]\nEpoch 0: |          | 7086/? [49:55<00:00,  2.37it/s]\nEpoch 0: |          | 7086/? [49:55<00:00,  2.37it/s]\nEpoch 0: |          | 7087/? [49:55<00:00,  2.37it/s]\nEpoch 0: |          | 7087/? [49:55<00:00,  2.37it/s]\nEpoch 0: |          | 7088/? [49:56<00:00,  2.37it/s]\nEpoch 0: |          | 7088/? [49:56<00:00,  2.37it/s]\nEpoch 0: |          | 7089/? [49:56<00:00,  2.37it/s]\nEpoch 0: |          | 7089/? [49:56<00:00,  2.37it/s]\nEpoch 0: |          | 7090/? [49:56<00:00,  2.37it/s]\nEpoch 0: |          | 7090/? [49:56<00:00,  2.37it/s]\nEpoch 0: |          | 7091/? [49:56<00:00,  2.37it/s]\nEpoch 0: |          | 7091/? [49:56<00:00,  2.37it/s]\nEpoch 0: |          | 7092/? [49:57<00:00,  2.37it/s]\nEpoch 0: |          | 7092/? [49:57<00:00,  2.37it/s]\nEpoch 0: |          | 7093/? [49:57<00:00,  2.37it/s]\nEpoch 0: |          | 7093/? [49:57<00:00,  2.37it/s]\nEpoch 0: |          | 7094/? [49:57<00:00,  2.37it/s]\nEpoch 0: |          | 7094/? [49:57<00:00,  2.37it/s]\nEpoch 0: |          | 7095/? [49:58<00:00,  2.37it/s]\nEpoch 0: |          | 7095/? [49:58<00:00,  2.37it/s]\nEpoch 0: |          | 7096/? [49:58<00:00,  2.37it/s]\nEpoch 0: |          | 7096/? [49:58<00:00,  2.37it/s]\nEpoch 0: |          | 7097/? [49:58<00:00,  2.37it/s]\nEpoch 0: |          | 7097/? [49:58<00:00,  2.37it/s]\nEpoch 0: |          | 7098/? [49:58<00:00,  2.37it/s]\nEpoch 0: |          | 7098/? [49:58<00:00,  2.37it/s]\nEpoch 0: |          | 7099/? [49:59<00:00,  2.37it/s]\nEpoch 0: |          | 7099/? [49:59<00:00,  2.37it/s]\nEpoch 0: |          | 7100/? [49:59<00:00,  2.37it/s]\nEpoch 0: |          | 7100/? [49:59<00:00,  2.37it/s]\nEpoch 0: |          | 7101/? [49:59<00:00,  2.37it/s]\nEpoch 0: |          | 7101/? [49:59<00:00,  2.37it/s]\nEpoch 0: |          | 7102/? [50:00<00:00,  2.37it/s]\nEpoch 0: |          | 7102/? [50:00<00:00,  2.37it/s]\nEpoch 0: |          | 7103/? [50:00<00:00,  2.37it/s]\nEpoch 0: |          | 7103/? [50:00<00:00,  2.37it/s]\nEpoch 0: |          | 7104/? [50:00<00:00,  2.37it/s]\nEpoch 0: |          | 7104/? [50:00<00:00,  2.37it/s]\nEpoch 0: |          | 7105/? [50:00<00:00,  2.37it/s]\nEpoch 0: |          | 7105/? [50:00<00:00,  2.37it/s]\nEpoch 0: |          | 7106/? [50:01<00:00,  2.37it/s]\nEpoch 0: |          | 7106/? [50:01<00:00,  2.37it/s]\nEpoch 0: |          | 7107/? [50:01<00:00,  2.37it/s]\nEpoch 0: |          | 7107/? [50:01<00:00,  2.37it/s]\nEpoch 0: |          | 7108/? [50:01<00:00,  2.37it/s]\nEpoch 0: |          | 7108/? [50:01<00:00,  2.37it/s]\nEpoch 0: |          | 7109/? [50:02<00:00,  2.37it/s]\nEpoch 0: |          | 7109/? [50:02<00:00,  2.37it/s]\nEpoch 0: |          | 7110/? [50:02<00:00,  2.37it/s]\nEpoch 0: |          | 7110/? [50:02<00:00,  2.37it/s]\nEpoch 0: |          | 7111/? [50:02<00:00,  2.37it/s]\nEpoch 0: |          | 7111/? [50:02<00:00,  2.37it/s]\nEpoch 0: |          | 7112/? [50:02<00:00,  2.37it/s]\nEpoch 0: |          | 7112/? [50:02<00:00,  2.37it/s]\nEpoch 0: |          | 7113/? [50:03<00:00,  2.37it/s]\nEpoch 0: |          | 7113/? [50:03<00:00,  2.37it/s]\nEpoch 0: |          | 7114/? [50:03<00:00,  2.37it/s]\nEpoch 0: |          | 7114/? [50:03<00:00,  2.37it/s]\nEpoch 0: |          | 7115/? [50:03<00:00,  2.37it/s]\nEpoch 0: |          | 7115/? [50:03<00:00,  2.37it/s]\nEpoch 0: |          | 7116/? [50:04<00:00,  2.37it/s]\nEpoch 0: |          | 7116/? [50:04<00:00,  2.37it/s]\nEpoch 0: |          | 7117/? [50:04<00:00,  2.37it/s]\nEpoch 0: |          | 7117/? [50:04<00:00,  2.37it/s]\nEpoch 0: |          | 7118/? [50:04<00:00,  2.37it/s]\nEpoch 0: |          | 7118/? [50:04<00:00,  2.37it/s]\nEpoch 0: |          | 7119/? [50:04<00:00,  2.37it/s]\nEpoch 0: |          | 7119/? [50:04<00:00,  2.37it/s]\nEpoch 0: |          | 7120/? [50:05<00:00,  2.37it/s]\nEpoch 0: |          | 7120/? [50:05<00:00,  2.37it/s]\nEpoch 0: |          | 7121/? [50:05<00:00,  2.37it/s]\nEpoch 0: |          | 7121/? [50:05<00:00,  2.37it/s]\nEpoch 0: |          | 7122/? [50:05<00:00,  2.37it/s]\nEpoch 0: |          | 7122/? [50:05<00:00,  2.37it/s]\nEpoch 0: |          | 7123/? [50:06<00:00,  2.37it/s]\nEpoch 0: |          | 7123/? [50:06<00:00,  2.37it/s]\nEpoch 0: |          | 7124/? [50:06<00:00,  2.37it/s]\nEpoch 0: |          | 7124/? [50:06<00:00,  2.37it/s]\nEpoch 0: |          | 7125/? [50:06<00:00,  2.37it/s]\nEpoch 0: |          | 7125/? [50:06<00:00,  2.37it/s]\nEpoch 0: |          | 7126/? [50:06<00:00,  2.37it/s]\nEpoch 0: |          | 7126/? [50:06<00:00,  2.37it/s]\nEpoch 0: |          | 7127/? [50:07<00:00,  2.37it/s]\nEpoch 0: |          | 7127/? [50:07<00:00,  2.37it/s]\nEpoch 0: |          | 7128/? [50:07<00:00,  2.37it/s]\nEpoch 0: |          | 7128/? [50:07<00:00,  2.37it/s]\nEpoch 0: |          | 7129/? [50:07<00:00,  2.37it/s]\nEpoch 0: |          | 7129/? [50:07<00:00,  2.37it/s]\nEpoch 0: |          | 7130/? [50:07<00:00,  2.37it/s]\nEpoch 0: |          | 7130/? [50:07<00:00,  2.37it/s]\nEpoch 0: |          | 7131/? [50:08<00:00,  2.37it/s]\nEpoch 0: |          | 7131/? [50:08<00:00,  2.37it/s]\nEpoch 0: |          | 7132/? [50:08<00:00,  2.37it/s]\nEpoch 0: |          | 7132/? [50:08<00:00,  2.37it/s]\nEpoch 0: |          | 7133/? [50:08<00:00,  2.37it/s]\nEpoch 0: |          | 7133/? [50:08<00:00,  2.37it/s]\nEpoch 0: |          | 7134/? [50:09<00:00,  2.37it/s]\nEpoch 0: |          | 7134/? [50:09<00:00,  2.37it/s]\nEpoch 0: |          | 7135/? [50:09<00:00,  2.37it/s]\nEpoch 0: |          | 7135/? [50:09<00:00,  2.37it/s]\nEpoch 0: |          | 7136/? [50:09<00:00,  2.37it/s]\nEpoch 0: |          | 7136/? [50:09<00:00,  2.37it/s]\nEpoch 0: |          | 7137/? [50:09<00:00,  2.37it/s]\nEpoch 0: |          | 7137/? [50:09<00:00,  2.37it/s]\nEpoch 0: |          | 7138/? [50:10<00:00,  2.37it/s]\nEpoch 0: |          | 7138/? [50:10<00:00,  2.37it/s]\nEpoch 0: |          | 7139/? [50:10<00:00,  2.37it/s]\nEpoch 0: |          | 7139/? [50:10<00:00,  2.37it/s]\nEpoch 0: |          | 7140/? [50:10<00:00,  2.37it/s]\nEpoch 0: |          | 7140/? [50:10<00:00,  2.37it/s]\nEpoch 0: |          | 7141/? [50:11<00:00,  2.37it/s]\nEpoch 0: |          | 7141/? [50:11<00:00,  2.37it/s]\nEpoch 0: |          | 7142/? [50:11<00:00,  2.37it/s]\nEpoch 0: |          | 7142/? [50:11<00:00,  2.37it/s]\nEpoch 0: |          | 7143/? [50:11<00:00,  2.37it/s]\nEpoch 0: |          | 7143/? [50:11<00:00,  2.37it/s]\nEpoch 0: |          | 7144/? [50:11<00:00,  2.37it/s]\nEpoch 0: |          | 7144/? [50:11<00:00,  2.37it/s]\nEpoch 0: |          | 7145/? [50:12<00:00,  2.37it/s]\nEpoch 0: |          | 7145/? [50:12<00:00,  2.37it/s]\nEpoch 0: |          | 7146/? [50:12<00:00,  2.37it/s]\nEpoch 0: |          | 7146/? [50:12<00:00,  2.37it/s]\nEpoch 0: |          | 7147/? [50:12<00:00,  2.37it/s]\nEpoch 0: |          | 7147/? [50:12<00:00,  2.37it/s]\nEpoch 0: |          | 7148/? [50:12<00:00,  2.37it/s]\nEpoch 0: |          | 7148/? [50:12<00:00,  2.37it/s]\nEpoch 0: |          | 7149/? [50:13<00:00,  2.37it/s]\nEpoch 0: |          | 7149/? [50:13<00:00,  2.37it/s]\nEpoch 0: |          | 7150/? [50:13<00:00,  2.37it/s]\nEpoch 0: |          | 7150/? [50:13<00:00,  2.37it/s]\nEpoch 0: |          | 7151/? [50:13<00:00,  2.37it/s]\nEpoch 0: |          | 7151/? [50:13<00:00,  2.37it/s]\nEpoch 0: |          | 7152/? [50:14<00:00,  2.37it/s]\nEpoch 0: |          | 7152/? [50:14<00:00,  2.37it/s]\nEpoch 0: |          | 7153/? [50:14<00:00,  2.37it/s]\nEpoch 0: |          | 7153/? [50:14<00:00,  2.37it/s]\nEpoch 0: |          | 7154/? [50:14<00:00,  2.37it/s]\nEpoch 0: |          | 7154/? [50:14<00:00,  2.37it/s]\nEpoch 0: |          | 7155/? [50:14<00:00,  2.37it/s]\nEpoch 0: |          | 7155/? [50:14<00:00,  2.37it/s]\nEpoch 0: |          | 7156/? [50:15<00:00,  2.37it/s]\nEpoch 0: |          | 7156/? [50:15<00:00,  2.37it/s]\nEpoch 0: |          | 7157/? [50:15<00:00,  2.37it/s]\nEpoch 0: |          | 7157/? [50:15<00:00,  2.37it/s]\nEpoch 0: |          | 7158/? [50:15<00:00,  2.37it/s]\nEpoch 0: |          | 7158/? [50:15<00:00,  2.37it/s]\nEpoch 0: |          | 7159/? [50:15<00:00,  2.37it/s]\nEpoch 0: |          | 7159/? [50:15<00:00,  2.37it/s]\nEpoch 0: |          | 7160/? [50:16<00:00,  2.37it/s]\nEpoch 0: |          | 7160/? [50:16<00:00,  2.37it/s]\nEpoch 0: |          | 7161/? [50:16<00:00,  2.37it/s]\nEpoch 0: |          | 7161/? [50:16<00:00,  2.37it/s]\nEpoch 0: |          | 7162/? [50:16<00:00,  2.37it/s]\nEpoch 0: |          | 7162/? [50:16<00:00,  2.37it/s]\nEpoch 0: |          | 7163/? [50:17<00:00,  2.37it/s]\nEpoch 0: |          | 7163/? [50:17<00:00,  2.37it/s]\nEpoch 0: |          | 7164/? [50:17<00:00,  2.37it/s]\nEpoch 0: |          | 7164/? [50:17<00:00,  2.37it/s]\nEpoch 0: |          | 7165/? [50:17<00:00,  2.37it/s]\nEpoch 0: |          | 7165/? [50:17<00:00,  2.37it/s]\nEpoch 0: |          | 7166/? [50:17<00:00,  2.37it/s]\nEpoch 0: |          | 7166/? [50:17<00:00,  2.37it/s]\nEpoch 0: |          | 7167/? [50:18<00:00,  2.37it/s]\nEpoch 0: |          | 7167/? [50:18<00:00,  2.37it/s]\nEpoch 0: |          | 7168/? [50:18<00:00,  2.37it/s]\nEpoch 0: |          | 7168/? [50:18<00:00,  2.37it/s]\nEpoch 0: |          | 7169/? [50:18<00:00,  2.37it/s]\nEpoch 0: |          | 7169/? [50:18<00:00,  2.37it/s]\nEpoch 0: |          | 7170/? [50:18<00:00,  2.37it/s]\nEpoch 0: |          | 7170/? [50:18<00:00,  2.37it/s]\nEpoch 0: |          | 7171/? [50:19<00:00,  2.38it/s]\nEpoch 0: |          | 7171/? [50:19<00:00,  2.38it/s]\nEpoch 0: |          | 7172/? [50:19<00:00,  2.38it/s]\nEpoch 0: |          | 7172/? [50:19<00:00,  2.38it/s]\nEpoch 0: |          | 7173/? [50:19<00:00,  2.38it/s]\nEpoch 0: |          | 7173/? [50:19<00:00,  2.38it/s]\nEpoch 0: |          | 7174/? [50:20<00:00,  2.38it/s]\nEpoch 0: |          | 7174/? [50:20<00:00,  2.38it/s]\nEpoch 0: |          | 7175/? [50:20<00:00,  2.38it/s]\nEpoch 0: |          | 7175/? [50:20<00:00,  2.38it/s]\nEpoch 0: |          | 7176/? [50:20<00:00,  2.38it/s]\nEpoch 0: |          | 7176/? [50:20<00:00,  2.38it/s]\nEpoch 0: |          | 7177/? [50:20<00:00,  2.38it/s]\nEpoch 0: |          | 7177/? [50:20<00:00,  2.38it/s]\nEpoch 0: |          | 7178/? [50:21<00:00,  2.38it/s]\nEpoch 0: |          | 7178/? [50:21<00:00,  2.38it/s]\nEpoch 0: |          | 7179/? [50:21<00:00,  2.38it/s]\nEpoch 0: |          | 7179/? [50:21<00:00,  2.38it/s]\nEpoch 0: |          | 7180/? [50:21<00:00,  2.38it/s]\nEpoch 0: |          | 7180/? [50:21<00:00,  2.38it/s]\nEpoch 0: |          | 7181/? [50:22<00:00,  2.38it/s]\nEpoch 0: |          | 7181/? [50:22<00:00,  2.38it/s]\nEpoch 0: |          | 7182/? [50:22<00:00,  2.38it/s]\nEpoch 0: |          | 7182/? [50:22<00:00,  2.38it/s]\nEpoch 0: |          | 7183/? [50:22<00:00,  2.38it/s]\nEpoch 0: |          | 7183/? [50:22<00:00,  2.38it/s]\nEpoch 0: |          | 7184/? [50:22<00:00,  2.38it/s]\nEpoch 0: |          | 7184/? [50:22<00:00,  2.38it/s]\nEpoch 0: |          | 7185/? [50:23<00:00,  2.38it/s]\nEpoch 0: |          | 7185/? [50:23<00:00,  2.38it/s]\nEpoch 0: |          | 7186/? [50:23<00:00,  2.38it/s]\nEpoch 0: |          | 7186/? [50:23<00:00,  2.38it/s]\nEpoch 0: |          | 7187/? [50:23<00:00,  2.38it/s]\nEpoch 0: |          | 7187/? [50:23<00:00,  2.38it/s]\nEpoch 0: |          | 7188/? [50:24<00:00,  2.38it/s]\nEpoch 0: |          | 7188/? [50:24<00:00,  2.38it/s]\nEpoch 0: |          | 7189/? [50:24<00:00,  2.38it/s]\nEpoch 0: |          | 7189/? [50:24<00:00,  2.38it/s]\nEpoch 0: |          | 7190/? [50:24<00:00,  2.38it/s]\nEpoch 0: |          | 7190/? [50:24<00:00,  2.38it/s]\nEpoch 0: |          | 7191/? [50:24<00:00,  2.38it/s]\nEpoch 0: |          | 7191/? [50:24<00:00,  2.38it/s]\nEpoch 0: |          | 7192/? [50:25<00:00,  2.38it/s]\nEpoch 0: |          | 7192/? [50:25<00:00,  2.38it/s]\nEpoch 0: |          | 7193/? [50:25<00:00,  2.38it/s]\nEpoch 0: |          | 7193/? [50:25<00:00,  2.38it/s]\nEpoch 0: |          | 7194/? [50:25<00:00,  2.38it/s]\nEpoch 0: |          | 7194/? [50:25<00:00,  2.38it/s]\nEpoch 0: |          | 7195/? [50:25<00:00,  2.38it/s]\nEpoch 0: |          | 7195/? [50:25<00:00,  2.38it/s]\nEpoch 0: |          | 7196/? [50:26<00:00,  2.38it/s]\nEpoch 0: |          | 7196/? [50:26<00:00,  2.38it/s]\nEpoch 0: |          | 7197/? [50:26<00:00,  2.38it/s]\nEpoch 0: |          | 7197/? [50:26<00:00,  2.38it/s]\nEpoch 0: |          | 7198/? [50:26<00:00,  2.38it/s]\nEpoch 0: |          | 7198/? [50:26<00:00,  2.38it/s]\nEpoch 0: |          | 7199/? [50:27<00:00,  2.38it/s]\nEpoch 0: |          | 7199/? [50:27<00:00,  2.38it/s]\nEpoch 0: |          | 7200/? [50:27<00:00,  2.38it/s]\nEpoch 0: |          | 7200/? [50:27<00:00,  2.38it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.37it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.04it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.02it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.49it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 7200/? [50:27<00:00,  2.38it/s]\nEpoch 0: |          | 7201/? [50:27<00:00,  2.38it/s]\nEpoch 0: |          | 7201/? [50:27<00:00,  2.38it/s]\nEpoch 0: |          | 7202/? [50:28<00:00,  2.38it/s]\nEpoch 0: |          | 7202/? [50:28<00:00,  2.38it/s]\nEpoch 0: |          | 7203/? [50:28<00:00,  2.38it/s]\nEpoch 0: |          | 7203/? [50:28<00:00,  2.38it/s]\nEpoch 0: |          | 7204/? [50:28<00:00,  2.38it/s]\nEpoch 0: |          | 7204/? [50:28<00:00,  2.38it/s]\nEpoch 0: |          | 7205/? [50:29<00:00,  2.38it/s]\nEpoch 0: |          | 7205/? [50:29<00:00,  2.38it/s]\nEpoch 0: |          | 7206/? [50:29<00:00,  2.38it/s]\nEpoch 0: |          | 7206/? [50:29<00:00,  2.38it/s]\nEpoch 0: |          | 7207/? [50:29<00:00,  2.38it/s]\nEpoch 0: |          | 7207/? [50:29<00:00,  2.38it/s]\nEpoch 0: |          | 7208/? [50:29<00:00,  2.38it/s]\nEpoch 0: |          | 7208/? [50:29<00:00,  2.38it/s]\nEpoch 0: |          | 7209/? [50:30<00:00,  2.38it/s]\nEpoch 0: |          | 7209/? [50:30<00:00,  2.38it/s]\nEpoch 0: |          | 7210/? [50:30<00:00,  2.38it/s]\nEpoch 0: |          | 7210/? [50:30<00:00,  2.38it/s]\nEpoch 0: |          | 7211/? [50:30<00:00,  2.38it/s]\nEpoch 0: |          | 7211/? [50:30<00:00,  2.38it/s]\nEpoch 0: |          | 7212/? [50:30<00:00,  2.38it/s]\nEpoch 0: |          | 7212/? [50:30<00:00,  2.38it/s]\nEpoch 0: |          | 7213/? [50:31<00:00,  2.38it/s]\nEpoch 0: |          | 7213/? [50:31<00:00,  2.38it/s]\nEpoch 0: |          | 7214/? [50:31<00:00,  2.38it/s]\nEpoch 0: |          | 7214/? [50:31<00:00,  2.38it/s]\nEpoch 0: |          | 7215/? [50:31<00:00,  2.38it/s]\nEpoch 0: |          | 7215/? [50:31<00:00,  2.38it/s]\nEpoch 0: |          | 7216/? [50:32<00:00,  2.38it/s]\nEpoch 0: |          | 7216/? [50:32<00:00,  2.38it/s]\nEpoch 0: |          | 7217/? [50:32<00:00,  2.38it/s]\nEpoch 0: |          | 7217/? [50:32<00:00,  2.38it/s]\nEpoch 0: |          | 7218/? [50:32<00:00,  2.38it/s]\nEpoch 0: |          | 7218/? [50:32<00:00,  2.38it/s]\nEpoch 0: |          | 7219/? [50:32<00:00,  2.38it/s]\nEpoch 0: |          | 7219/? [50:32<00:00,  2.38it/s]\nEpoch 0: |          | 7220/? [50:33<00:00,  2.38it/s]\nEpoch 0: |          | 7220/? [50:33<00:00,  2.38it/s]\nEpoch 0: |          | 7221/? [50:33<00:00,  2.38it/s]\nEpoch 0: |          | 7221/? [50:33<00:00,  2.38it/s]\nEpoch 0: |          | 7222/? [50:33<00:00,  2.38it/s]\nEpoch 0: |          | 7222/? [50:33<00:00,  2.38it/s]\nEpoch 0: |          | 7223/? [50:34<00:00,  2.38it/s]\nEpoch 0: |          | 7223/? [50:34<00:00,  2.38it/s]\nEpoch 0: |          | 7224/? [50:34<00:00,  2.38it/s]\nEpoch 0: |          | 7224/? [50:34<00:00,  2.38it/s]\nEpoch 0: |          | 7225/? [50:34<00:00,  2.38it/s]\nEpoch 0: |          | 7225/? [50:34<00:00,  2.38it/s]\nEpoch 0: |          | 7226/? [50:34<00:00,  2.38it/s]\nEpoch 0: |          | 7226/? [50:34<00:00,  2.38it/s]\nEpoch 0: |          | 7227/? [50:35<00:00,  2.38it/s]\nEpoch 0: |          | 7227/? [50:35<00:00,  2.38it/s]\nEpoch 0: |          | 7228/? [50:35<00:00,  2.38it/s]\nEpoch 0: |          | 7228/? [50:35<00:00,  2.38it/s]\nEpoch 0: |          | 7229/? [50:35<00:00,  2.38it/s]\nEpoch 0: |          | 7229/? [50:35<00:00,  2.38it/s]\nEpoch 0: |          | 7230/? [50:35<00:00,  2.38it/s]\nEpoch 0: |          | 7230/? [50:35<00:00,  2.38it/s]\nEpoch 0: |          | 7231/? [50:36<00:00,  2.38it/s]\nEpoch 0: |          | 7231/? [50:36<00:00,  2.38it/s]\nEpoch 0: |          | 7232/? [50:36<00:00,  2.38it/s]\nEpoch 0: |          | 7232/? [50:36<00:00,  2.38it/s]\nEpoch 0: |          | 7233/? [50:36<00:00,  2.38it/s]\nEpoch 0: |          | 7233/? [50:36<00:00,  2.38it/s]\nEpoch 0: |          | 7234/? [50:37<00:00,  2.38it/s]\nEpoch 0: |          | 7234/? [50:37<00:00,  2.38it/s]\nEpoch 0: |          | 7235/? [50:37<00:00,  2.38it/s]\nEpoch 0: |          | 7235/? [50:37<00:00,  2.38it/s]\nEpoch 0: |          | 7236/? [50:37<00:00,  2.38it/s]\nEpoch 0: |          | 7236/? [50:37<00:00,  2.38it/s]\nEpoch 0: |          | 7237/? [50:37<00:00,  2.38it/s]\nEpoch 0: |          | 7237/? [50:37<00:00,  2.38it/s]\nEpoch 0: |          | 7238/? [50:38<00:00,  2.38it/s]\nEpoch 0: |          | 7238/? [50:38<00:00,  2.38it/s]\nEpoch 0: |          | 7239/? [50:38<00:00,  2.38it/s]\nEpoch 0: |          | 7239/? [50:38<00:00,  2.38it/s]\nEpoch 0: |          | 7240/? [50:38<00:00,  2.38it/s]\nEpoch 0: |          | 7240/? [50:38<00:00,  2.38it/s]\nEpoch 0: |          | 7241/? [50:39<00:00,  2.38it/s]\nEpoch 0: |          | 7241/? [50:39<00:00,  2.38it/s]\nEpoch 0: |          | 7242/? [50:39<00:00,  2.38it/s]\nEpoch 0: |          | 7242/? [50:39<00:00,  2.38it/s]\nEpoch 0: |          | 7243/? [50:39<00:00,  2.38it/s]\nEpoch 0: |          | 7243/? [50:39<00:00,  2.38it/s]\nEpoch 0: |          | 7244/? [50:39<00:00,  2.38it/s]\nEpoch 0: |          | 7244/? [50:39<00:00,  2.38it/s]\nEpoch 0: |          | 7245/? [50:40<00:00,  2.38it/s]\nEpoch 0: |          | 7245/? [50:40<00:00,  2.38it/s]\nEpoch 0: |          | 7246/? [50:40<00:00,  2.38it/s]\nEpoch 0: |          | 7246/? [50:40<00:00,  2.38it/s]\nEpoch 0: |          | 7247/? [50:40<00:00,  2.38it/s]\nEpoch 0: |          | 7247/? [50:40<00:00,  2.38it/s]\nEpoch 0: |          | 7248/? [50:40<00:00,  2.38it/s]\nEpoch 0: |          | 7248/? [50:40<00:00,  2.38it/s]\nEpoch 0: |          | 7249/? [50:41<00:00,  2.38it/s]\nEpoch 0: |          | 7249/? [50:41<00:00,  2.38it/s]\nEpoch 0: |          | 7250/? [50:41<00:00,  2.38it/s]\nEpoch 0: |          | 7250/? [50:41<00:00,  2.38it/s]\nEpoch 0: |          | 7251/? [50:41<00:00,  2.38it/s]\nEpoch 0: |          | 7251/? [50:41<00:00,  2.38it/s]\nEpoch 0: |          | 7252/? [50:42<00:00,  2.38it/s]\nEpoch 0: |          | 7252/? [50:42<00:00,  2.38it/s]\nEpoch 0: |          | 7253/? [50:42<00:00,  2.38it/s]\nEpoch 0: |          | 7253/? [50:42<00:00,  2.38it/s]\nEpoch 0: |          | 7254/? [50:42<00:00,  2.38it/s]\nEpoch 0: |          | 7254/? [50:42<00:00,  2.38it/s]\nEpoch 0: |          | 7255/? [50:42<00:00,  2.38it/s]\nEpoch 0: |          | 7255/? [50:42<00:00,  2.38it/s]\nEpoch 0: |          | 7256/? [50:43<00:00,  2.38it/s]\nEpoch 0: |          | 7256/? [50:43<00:00,  2.38it/s]\nEpoch 0: |          | 7257/? [50:43<00:00,  2.38it/s]\nEpoch 0: |          | 7257/? [50:43<00:00,  2.38it/s]\nEpoch 0: |          | 7258/? [50:43<00:00,  2.38it/s]\nEpoch 0: |          | 7258/? [50:43<00:00,  2.38it/s]\nEpoch 0: |          | 7259/? [50:43<00:00,  2.38it/s]\nEpoch 0: |          | 7259/? [50:43<00:00,  2.38it/s]\nEpoch 0: |          | 7260/? [50:44<00:00,  2.38it/s]\nEpoch 0: |          | 7260/? [50:44<00:00,  2.38it/s]\nEpoch 0: |          | 7261/? [50:44<00:00,  2.38it/s]\nEpoch 0: |          | 7261/? [50:44<00:00,  2.38it/s]\nEpoch 0: |          | 7262/? [50:44<00:00,  2.39it/s]\nEpoch 0: |          | 7262/? [50:44<00:00,  2.39it/s]\nEpoch 0: |          | 7263/? [50:45<00:00,  2.39it/s]\nEpoch 0: |          | 7263/? [50:45<00:00,  2.39it/s]\nEpoch 0: |          | 7264/? [50:45<00:00,  2.39it/s]\nEpoch 0: |          | 7264/? [50:45<00:00,  2.39it/s]\nEpoch 0: |          | 7265/? [50:45<00:00,  2.39it/s]\nEpoch 0: |          | 7265/? [50:45<00:00,  2.39it/s]\nEpoch 0: |          | 7266/? [50:45<00:00,  2.39it/s]\nEpoch 0: |          | 7266/? [50:45<00:00,  2.39it/s]\nEpoch 0: |          | 7267/? [50:46<00:00,  2.39it/s]\nEpoch 0: |          | 7267/? [50:46<00:00,  2.39it/s]\nEpoch 0: |          | 7268/? [50:46<00:00,  2.39it/s]\nEpoch 0: |          | 7268/? [50:46<00:00,  2.39it/s]\nEpoch 0: |          | 7269/? [50:46<00:00,  2.39it/s]\nEpoch 0: |          | 7269/? [50:46<00:00,  2.39it/s]\nEpoch 0: |          | 7270/? [50:47<00:00,  2.39it/s]\nEpoch 0: |          | 7270/? [50:47<00:00,  2.39it/s]\nEpoch 0: |          | 7271/? [50:47<00:00,  2.39it/s]\nEpoch 0: |          | 7271/? [50:47<00:00,  2.39it/s]\nEpoch 0: |          | 7272/? [50:47<00:00,  2.39it/s]\nEpoch 0: |          | 7272/? [50:47<00:00,  2.39it/s]\nEpoch 0: |          | 7273/? [50:47<00:00,  2.39it/s]\nEpoch 0: |          | 7273/? [50:47<00:00,  2.39it/s]\nEpoch 0: |          | 7274/? [50:48<00:00,  2.39it/s]\nEpoch 0: |          | 7274/? [50:48<00:00,  2.39it/s]\nEpoch 0: |          | 7275/? [50:48<00:00,  2.39it/s]\nEpoch 0: |          | 7275/? [50:48<00:00,  2.39it/s]\nEpoch 0: |          | 7276/? [50:48<00:00,  2.39it/s]\nEpoch 0: |          | 7276/? [50:48<00:00,  2.39it/s]\nEpoch 0: |          | 7277/? [50:48<00:00,  2.39it/s]\nEpoch 0: |          | 7277/? [50:48<00:00,  2.39it/s]\nEpoch 0: |          | 7278/? [50:49<00:00,  2.39it/s]\nEpoch 0: |          | 7278/? [50:49<00:00,  2.39it/s]\nEpoch 0: |          | 7279/? [50:49<00:00,  2.39it/s]\nEpoch 0: |          | 7279/? [50:49<00:00,  2.39it/s]\nEpoch 0: |          | 7280/? [50:49<00:00,  2.39it/s]\nEpoch 0: |          | 7280/? [50:49<00:00,  2.39it/s]\nEpoch 0: |          | 7281/? [50:50<00:00,  2.39it/s]\nEpoch 0: |          | 7281/? [50:50<00:00,  2.39it/s]\nEpoch 0: |          | 7282/? [50:50<00:00,  2.39it/s]\nEpoch 0: |          | 7282/? [50:50<00:00,  2.39it/s]\nEpoch 0: |          | 7283/? [50:50<00:00,  2.39it/s]\nEpoch 0: |          | 7283/? [50:50<00:00,  2.39it/s]\nEpoch 0: |          | 7284/? [50:50<00:00,  2.39it/s]\nEpoch 0: |          | 7284/? [50:50<00:00,  2.39it/s]\nEpoch 0: |          | 7285/? [50:51<00:00,  2.39it/s]\nEpoch 0: |          | 7285/? [50:51<00:00,  2.39it/s]\nEpoch 0: |          | 7286/? [50:51<00:00,  2.39it/s]\nEpoch 0: |          | 7286/? [50:51<00:00,  2.39it/s]\nEpoch 0: |          | 7287/? [50:51<00:00,  2.39it/s]\nEpoch 0: |          | 7287/? [50:51<00:00,  2.39it/s]\nEpoch 0: |          | 7288/? [50:52<00:00,  2.39it/s]\nEpoch 0: |          | 7288/? [50:52<00:00,  2.39it/s]\nEpoch 0: |          | 7289/? [50:52<00:00,  2.39it/s]\nEpoch 0: |          | 7289/? [50:52<00:00,  2.39it/s]\nEpoch 0: |          | 7290/? [50:52<00:00,  2.39it/s]\nEpoch 0: |          | 7290/? [50:52<00:00,  2.39it/s]\nEpoch 0: |          | 7291/? [50:52<00:00,  2.39it/s]\nEpoch 0: |          | 7291/? [50:52<00:00,  2.39it/s]\nEpoch 0: |          | 7292/? [50:53<00:00,  2.39it/s]\nEpoch 0: |          | 7292/? [50:53<00:00,  2.39it/s]\nEpoch 0: |          | 7293/? [50:53<00:00,  2.39it/s]\nEpoch 0: |          | 7293/? [50:53<00:00,  2.39it/s]\nEpoch 0: |          | 7294/? [50:53<00:00,  2.39it/s]\nEpoch 0: |          | 7294/? [50:53<00:00,  2.39it/s]\nEpoch 0: |          | 7295/? [50:53<00:00,  2.39it/s]\nEpoch 0: |          | 7295/? [50:53<00:00,  2.39it/s]\nEpoch 0: |          | 7296/? [50:54<00:00,  2.39it/s]\nEpoch 0: |          | 7296/? [50:54<00:00,  2.39it/s]\nEpoch 0: |          | 7297/? [50:54<00:00,  2.39it/s]\nEpoch 0: |          | 7297/? [50:54<00:00,  2.39it/s]\nEpoch 0: |          | 7298/? [50:54<00:00,  2.39it/s]\nEpoch 0: |          | 7298/? [50:54<00:00,  2.39it/s]\nEpoch 0: |          | 7299/? [50:55<00:00,  2.39it/s]\nEpoch 0: |          | 7299/? [50:55<00:00,  2.39it/s]\nEpoch 0: |          | 7300/? [50:55<00:00,  2.39it/s]\nEpoch 0: |          | 7300/? [50:55<00:00,  2.39it/s]\nEpoch 0: |          | 7301/? [50:55<00:00,  2.39it/s]\nEpoch 0: |          | 7301/? [50:55<00:00,  2.39it/s]\nEpoch 0: |          | 7302/? [50:55<00:00,  2.39it/s]\nEpoch 0: |          | 7302/? [50:55<00:00,  2.39it/s]\nEpoch 0: |          | 7303/? [50:56<00:00,  2.39it/s]\nEpoch 0: |          | 7303/? [50:56<00:00,  2.39it/s]\nEpoch 0: |          | 7304/? [50:56<00:00,  2.39it/s]\nEpoch 0: |          | 7304/? [50:56<00:00,  2.39it/s]\nEpoch 0: |          | 7305/? [50:56<00:00,  2.39it/s]\nEpoch 0: |          | 7305/? [50:56<00:00,  2.39it/s]\nEpoch 0: |          | 7306/? [50:57<00:00,  2.39it/s]\nEpoch 0: |          | 7306/? [50:57<00:00,  2.39it/s]\nEpoch 0: |          | 7307/? [50:57<00:00,  2.39it/s]\nEpoch 0: |          | 7307/? [50:57<00:00,  2.39it/s]\nEpoch 0: |          | 7308/? [50:57<00:00,  2.39it/s]\nEpoch 0: |          | 7308/? [50:57<00:00,  2.39it/s]\nEpoch 0: |          | 7309/? [50:57<00:00,  2.39it/s]\nEpoch 0: |          | 7309/? [50:57<00:00,  2.39it/s]\nEpoch 0: |          | 7310/? [50:58<00:00,  2.39it/s]\nEpoch 0: |          | 7310/? [50:58<00:00,  2.39it/s]\nEpoch 0: |          | 7311/? [50:58<00:00,  2.39it/s]\nEpoch 0: |          | 7311/? [50:58<00:00,  2.39it/s]\nEpoch 0: |          | 7312/? [50:58<00:00,  2.39it/s]\nEpoch 0: |          | 7312/? [50:58<00:00,  2.39it/s]\nEpoch 0: |          | 7313/? [50:59<00:00,  2.39it/s]\nEpoch 0: |          | 7313/? [50:59<00:00,  2.39it/s]\nEpoch 0: |          | 7314/? [50:59<00:00,  2.39it/s]\nEpoch 0: |          | 7314/? [50:59<00:00,  2.39it/s]\nEpoch 0: |          | 7315/? [50:59<00:00,  2.39it/s]\nEpoch 0: |          | 7315/? [50:59<00:00,  2.39it/s]\nEpoch 0: |          | 7316/? [50:59<00:00,  2.39it/s]\nEpoch 0: |          | 7316/? [50:59<00:00,  2.39it/s]\nEpoch 0: |          | 7317/? [51:00<00:00,  2.39it/s]\nEpoch 0: |          | 7317/? [51:00<00:00,  2.39it/s]\nEpoch 0: |          | 7318/? [51:00<00:00,  2.39it/s]\nEpoch 0: |          | 7318/? [51:00<00:00,  2.39it/s]\nEpoch 0: |          | 7319/? [51:00<00:00,  2.39it/s]\nEpoch 0: |          | 7319/? [51:00<00:00,  2.39it/s]\nEpoch 0: |          | 7320/? [51:00<00:00,  2.39it/s]\nEpoch 0: |          | 7320/? [51:00<00:00,  2.39it/s]\nEpoch 0: |          | 7321/? [51:01<00:00,  2.39it/s]\nEpoch 0: |          | 7321/? [51:01<00:00,  2.39it/s]\nEpoch 0: |          | 7322/? [51:01<00:00,  2.39it/s]\nEpoch 0: |          | 7322/? [51:01<00:00,  2.39it/s]\nEpoch 0: |          | 7323/? [51:01<00:00,  2.39it/s]\nEpoch 0: |          | 7323/? [51:01<00:00,  2.39it/s]\nEpoch 0: |          | 7324/? [51:02<00:00,  2.39it/s]\nEpoch 0: |          | 7324/? [51:02<00:00,  2.39it/s]\nEpoch 0: |          | 7325/? [51:02<00:00,  2.39it/s]\nEpoch 0: |          | 7325/? [51:02<00:00,  2.39it/s]\nEpoch 0: |          | 7326/? [51:02<00:00,  2.39it/s]\nEpoch 0: |          | 7326/? [51:02<00:00,  2.39it/s]\nEpoch 0: |          | 7327/? [51:02<00:00,  2.39it/s]\nEpoch 0: |          | 7327/? [51:02<00:00,  2.39it/s]\nEpoch 0: |          | 7328/? [51:03<00:00,  2.39it/s]\nEpoch 0: |          | 7328/? [51:03<00:00,  2.39it/s]\nEpoch 0: |          | 7329/? [51:03<00:00,  2.39it/s]\nEpoch 0: |          | 7329/? [51:03<00:00,  2.39it/s]\nEpoch 0: |          | 7330/? [51:03<00:00,  2.39it/s]\nEpoch 0: |          | 7330/? [51:03<00:00,  2.39it/s]\nEpoch 0: |          | 7331/? [51:03<00:00,  2.39it/s]\nEpoch 0: |          | 7331/? [51:03<00:00,  2.39it/s]\nEpoch 0: |          | 7332/? [51:04<00:00,  2.39it/s]\nEpoch 0: |          | 7332/? [51:04<00:00,  2.39it/s]\nEpoch 0: |          | 7333/? [51:04<00:00,  2.39it/s]\nEpoch 0: |          | 7333/? [51:04<00:00,  2.39it/s]\nEpoch 0: |          | 7334/? [51:04<00:00,  2.39it/s]\nEpoch 0: |          | 7334/? [51:04<00:00,  2.39it/s]\nEpoch 0: |          | 7335/? [51:05<00:00,  2.39it/s]\nEpoch 0: |          | 7335/? [51:05<00:00,  2.39it/s]\nEpoch 0: |          | 7336/? [51:05<00:00,  2.39it/s]\nEpoch 0: |          | 7336/? [51:05<00:00,  2.39it/s]\nEpoch 0: |          | 7337/? [51:05<00:00,  2.39it/s]\nEpoch 0: |          | 7337/? [51:05<00:00,  2.39it/s]\nEpoch 0: |          | 7338/? [51:05<00:00,  2.39it/s]\nEpoch 0: |          | 7338/? [51:05<00:00,  2.39it/s]\nEpoch 0: |          | 7339/? [51:06<00:00,  2.39it/s]\nEpoch 0: |          | 7339/? [51:06<00:00,  2.39it/s]\nEpoch 0: |          | 7340/? [51:06<00:00,  2.39it/s]\nEpoch 0: |          | 7340/? [51:06<00:00,  2.39it/s]\nEpoch 0: |          | 7341/? [51:06<00:00,  2.39it/s]\nEpoch 0: |          | 7341/? [51:06<00:00,  2.39it/s]\nEpoch 0: |          | 7342/? [51:06<00:00,  2.39it/s]\nEpoch 0: |          | 7342/? [51:06<00:00,  2.39it/s]\nEpoch 0: |          | 7343/? [51:07<00:00,  2.39it/s]\nEpoch 0: |          | 7343/? [51:07<00:00,  2.39it/s]\nEpoch 0: |          | 7344/? [51:07<00:00,  2.39it/s]\nEpoch 0: |          | 7344/? [51:07<00:00,  2.39it/s]\nEpoch 0: |          | 7345/? [51:07<00:00,  2.39it/s]\nEpoch 0: |          | 7345/? [51:07<00:00,  2.39it/s]\nEpoch 0: |          | 7346/? [51:08<00:00,  2.39it/s]\nEpoch 0: |          | 7346/? [51:08<00:00,  2.39it/s]\nEpoch 0: |          | 7347/? [51:08<00:00,  2.39it/s]\nEpoch 0: |          | 7347/? [51:08<00:00,  2.39it/s]\nEpoch 0: |          | 7348/? [51:08<00:00,  2.39it/s]\nEpoch 0: |          | 7348/? [51:08<00:00,  2.39it/s]\nEpoch 0: |          | 7349/? [51:08<00:00,  2.39it/s]\nEpoch 0: |          | 7349/? [51:08<00:00,  2.39it/s]\nEpoch 0: |          | 7350/? [51:09<00:00,  2.39it/s]\nEpoch 0: |          | 7350/? [51:09<00:00,  2.39it/s]\nEpoch 0: |          | 7351/? [51:09<00:00,  2.39it/s]\nEpoch 0: |          | 7351/? [51:09<00:00,  2.39it/s]\nEpoch 0: |          | 7352/? [51:09<00:00,  2.39it/s]\nEpoch 0: |          | 7352/? [51:09<00:00,  2.39it/s]\nEpoch 0: |          | 7353/? [51:10<00:00,  2.40it/s]\nEpoch 0: |          | 7353/? [51:10<00:00,  2.40it/s]\nEpoch 0: |          | 7354/? [51:10<00:00,  2.40it/s]\nEpoch 0: |          | 7354/? [51:10<00:00,  2.40it/s]\nEpoch 0: |          | 7355/? [51:10<00:00,  2.40it/s]\nEpoch 0: |          | 7355/? [51:10<00:00,  2.40it/s]\nEpoch 0: |          | 7356/? [51:10<00:00,  2.40it/s]\nEpoch 0: |          | 7356/? [51:10<00:00,  2.40it/s]\nEpoch 0: |          | 7357/? [51:11<00:00,  2.40it/s]\nEpoch 0: |          | 7357/? [51:11<00:00,  2.40it/s]\nEpoch 0: |          | 7358/? [51:11<00:00,  2.40it/s]\nEpoch 0: |          | 7358/? [51:11<00:00,  2.40it/s]\nEpoch 0: |          | 7359/? [51:11<00:00,  2.40it/s]\nEpoch 0: |          | 7359/? [51:11<00:00,  2.40it/s]\nEpoch 0: |          | 7360/? [51:11<00:00,  2.40it/s]\nEpoch 0: |          | 7360/? [51:11<00:00,  2.40it/s]\nEpoch 0: |          | 7361/? [51:12<00:00,  2.40it/s]\nEpoch 0: |          | 7361/? [51:12<00:00,  2.40it/s]\nEpoch 0: |          | 7362/? [51:12<00:00,  2.40it/s]\nEpoch 0: |          | 7362/? [51:12<00:00,  2.40it/s]\nEpoch 0: |          | 7363/? [51:12<00:00,  2.40it/s]\nEpoch 0: |          | 7363/? [51:12<00:00,  2.40it/s]\nEpoch 0: |          | 7364/? [51:13<00:00,  2.40it/s]\nEpoch 0: |          | 7364/? [51:13<00:00,  2.40it/s]\nEpoch 0: |          | 7365/? [51:13<00:00,  2.40it/s]\nEpoch 0: |          | 7365/? [51:13<00:00,  2.40it/s]\nEpoch 0: |          | 7366/? [51:13<00:00,  2.40it/s]\nEpoch 0: |          | 7366/? [51:13<00:00,  2.40it/s]\nEpoch 0: |          | 7367/? [51:13<00:00,  2.40it/s]\nEpoch 0: |          | 7367/? [51:13<00:00,  2.40it/s]\nEpoch 0: |          | 7368/? [51:14<00:00,  2.40it/s]\nEpoch 0: |          | 7368/? [51:14<00:00,  2.40it/s]\nEpoch 0: |          | 7369/? [51:14<00:00,  2.40it/s]\nEpoch 0: |          | 7369/? [51:14<00:00,  2.40it/s]\nEpoch 0: |          | 7370/? [51:14<00:00,  2.40it/s]\nEpoch 0: |          | 7370/? [51:14<00:00,  2.40it/s]\nEpoch 0: |          | 7371/? [51:14<00:00,  2.40it/s]\nEpoch 0: |          | 7371/? [51:14<00:00,  2.40it/s]\nEpoch 0: |          | 7372/? [51:15<00:00,  2.40it/s]\nEpoch 0: |          | 7372/? [51:15<00:00,  2.40it/s]\nEpoch 0: |          | 7373/? [51:15<00:00,  2.40it/s]\nEpoch 0: |          | 7373/? [51:15<00:00,  2.40it/s]\nEpoch 0: |          | 7374/? [51:15<00:00,  2.40it/s]\nEpoch 0: |          | 7374/? [51:15<00:00,  2.40it/s]\nEpoch 0: |          | 7375/? [51:16<00:00,  2.40it/s]\nEpoch 0: |          | 7375/? [51:16<00:00,  2.40it/s]\nEpoch 0: |          | 7376/? [51:16<00:00,  2.40it/s]\nEpoch 0: |          | 7376/? [51:16<00:00,  2.40it/s]\nEpoch 0: |          | 7377/? [51:16<00:00,  2.40it/s]\nEpoch 0: |          | 7377/? [51:16<00:00,  2.40it/s]\nEpoch 0: |          | 7378/? [51:16<00:00,  2.40it/s]\nEpoch 0: |          | 7378/? [51:16<00:00,  2.40it/s]\nEpoch 0: |          | 7379/? [51:17<00:00,  2.40it/s]\nEpoch 0: |          | 7379/? [51:17<00:00,  2.40it/s]\nEpoch 0: |          | 7380/? [51:17<00:00,  2.40it/s]\nEpoch 0: |          | 7380/? [51:17<00:00,  2.40it/s]\nEpoch 0: |          | 7381/? [51:17<00:00,  2.40it/s]\nEpoch 0: |          | 7381/? [51:17<00:00,  2.40it/s]\nEpoch 0: |          | 7382/? [51:18<00:00,  2.40it/s]\nEpoch 0: |          | 7382/? [51:18<00:00,  2.40it/s]\nEpoch 0: |          | 7383/? [51:18<00:00,  2.40it/s]\nEpoch 0: |          | 7383/? [51:18<00:00,  2.40it/s]\nEpoch 0: |          | 7384/? [51:18<00:00,  2.40it/s]\nEpoch 0: |          | 7384/? [51:18<00:00,  2.40it/s]\nEpoch 0: |          | 7385/? [51:18<00:00,  2.40it/s]\nEpoch 0: |          | 7385/? [51:18<00:00,  2.40it/s]\nEpoch 0: |          | 7386/? [51:19<00:00,  2.40it/s]\nEpoch 0: |          | 7386/? [51:19<00:00,  2.40it/s]\nEpoch 0: |          | 7387/? [51:19<00:00,  2.40it/s]\nEpoch 0: |          | 7387/? [51:19<00:00,  2.40it/s]\nEpoch 0: |          | 7388/? [51:19<00:00,  2.40it/s]\nEpoch 0: |          | 7388/? [51:19<00:00,  2.40it/s]\nEpoch 0: |          | 7389/? [51:19<00:00,  2.40it/s]\nEpoch 0: |          | 7389/? [51:19<00:00,  2.40it/s]\nEpoch 0: |          | 7390/? [51:20<00:00,  2.40it/s]\nEpoch 0: |          | 7390/? [51:20<00:00,  2.40it/s]\nEpoch 0: |          | 7391/? [51:20<00:00,  2.40it/s]\nEpoch 0: |          | 7391/? [51:20<00:00,  2.40it/s]\nEpoch 0: |          | 7392/? [51:20<00:00,  2.40it/s]\nEpoch 0: |          | 7392/? [51:20<00:00,  2.40it/s]\nEpoch 0: |          | 7393/? [51:21<00:00,  2.40it/s]\nEpoch 0: |          | 7393/? [51:21<00:00,  2.40it/s]\nEpoch 0: |          | 7394/? [51:21<00:00,  2.40it/s]\nEpoch 0: |          | 7394/? [51:21<00:00,  2.40it/s]\nEpoch 0: |          | 7395/? [51:21<00:00,  2.40it/s]\nEpoch 0: |          | 7395/? [51:21<00:00,  2.40it/s]\nEpoch 0: |          | 7396/? [51:21<00:00,  2.40it/s]\nEpoch 0: |          | 7396/? [51:21<00:00,  2.40it/s]\nEpoch 0: |          | 7397/? [51:22<00:00,  2.40it/s]\nEpoch 0: |          | 7397/? [51:22<00:00,  2.40it/s]\nEpoch 0: |          | 7398/? [51:22<00:00,  2.40it/s]\nEpoch 0: |          | 7398/? [51:22<00:00,  2.40it/s]\nEpoch 0: |          | 7399/? [51:22<00:00,  2.40it/s]\nEpoch 0: |          | 7399/? [51:22<00:00,  2.40it/s]\nEpoch 0: |          | 7400/? [51:23<00:00,  2.40it/s]\nEpoch 0: |          | 7400/? [51:23<00:00,  2.40it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.13it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.82it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.86it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.36it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 7400/? [51:23<00:00,  2.40it/s]\nEpoch 0: |          | 7401/? [51:23<00:00,  2.40it/s]\nEpoch 0: |          | 7401/? [51:23<00:00,  2.40it/s]\nEpoch 0: |          | 7402/? [51:23<00:00,  2.40it/s]\nEpoch 0: |          | 7402/? [51:23<00:00,  2.40it/s]\nEpoch 0: |          | 7403/? [51:24<00:00,  2.40it/s]\nEpoch 0: |          | 7403/? [51:24<00:00,  2.40it/s]\nEpoch 0: |          | 7404/? [51:24<00:00,  2.40it/s]\nEpoch 0: |          | 7404/? [51:24<00:00,  2.40it/s]\nEpoch 0: |          | 7405/? [51:24<00:00,  2.40it/s]\nEpoch 0: |          | 7405/? [51:24<00:00,  2.40it/s]\nEpoch 0: |          | 7406/? [51:25<00:00,  2.40it/s]\nEpoch 0: |          | 7406/? [51:25<00:00,  2.40it/s]\nEpoch 0: |          | 7407/? [51:25<00:00,  2.40it/s]\nEpoch 0: |          | 7407/? [51:25<00:00,  2.40it/s]\nEpoch 0: |          | 7408/? [51:25<00:00,  2.40it/s]\nEpoch 0: |          | 7408/? [51:25<00:00,  2.40it/s]\nEpoch 0: |          | 7409/? [51:25<00:00,  2.40it/s]\nEpoch 0: |          | 7409/? [51:25<00:00,  2.40it/s]\nEpoch 0: |          | 7410/? [51:26<00:00,  2.40it/s]\nEpoch 0: |          | 7410/? [51:26<00:00,  2.40it/s]\nEpoch 0: |          | 7411/? [51:26<00:00,  2.40it/s]\nEpoch 0: |          | 7411/? [51:26<00:00,  2.40it/s]\nEpoch 0: |          | 7412/? [51:26<00:00,  2.40it/s]\nEpoch 0: |          | 7412/? [51:26<00:00,  2.40it/s]\nEpoch 0: |          | 7413/? [51:26<00:00,  2.40it/s]\nEpoch 0: |          | 7413/? [51:26<00:00,  2.40it/s]\nEpoch 0: |          | 7414/? [51:27<00:00,  2.40it/s]\nEpoch 0: |          | 7414/? [51:27<00:00,  2.40it/s]\nEpoch 0: |          | 7415/? [51:27<00:00,  2.40it/s]\nEpoch 0: |          | 7415/? [51:27<00:00,  2.40it/s]\nEpoch 0: |          | 7416/? [51:27<00:00,  2.40it/s]\nEpoch 0: |          | 7416/? [51:27<00:00,  2.40it/s]\nEpoch 0: |          | 7417/? [51:28<00:00,  2.40it/s]\nEpoch 0: |          | 7417/? [51:28<00:00,  2.40it/s]\nEpoch 0: |          | 7418/? [51:28<00:00,  2.40it/s]\nEpoch 0: |          | 7418/? [51:28<00:00,  2.40it/s]\nEpoch 0: |          | 7419/? [51:28<00:00,  2.40it/s]\nEpoch 0: |          | 7419/? [51:28<00:00,  2.40it/s]\nEpoch 0: |          | 7420/? [51:28<00:00,  2.40it/s]\nEpoch 0: |          | 7420/? [51:28<00:00,  2.40it/s]\nEpoch 0: |          | 7421/? [51:29<00:00,  2.40it/s]\nEpoch 0: |          | 7421/? [51:29<00:00,  2.40it/s]\nEpoch 0: |          | 7422/? [51:29<00:00,  2.40it/s]\nEpoch 0: |          | 7422/? [51:29<00:00,  2.40it/s]\nEpoch 0: |          | 7423/? [51:29<00:00,  2.40it/s]\nEpoch 0: |          | 7423/? [51:29<00:00,  2.40it/s]\nEpoch 0: |          | 7424/? [51:30<00:00,  2.40it/s]\nEpoch 0: |          | 7424/? [51:30<00:00,  2.40it/s]\nEpoch 0: |          | 7425/? [51:30<00:00,  2.40it/s]\nEpoch 0: |          | 7425/? [51:30<00:00,  2.40it/s]\nEpoch 0: |          | 7426/? [51:30<00:00,  2.40it/s]\nEpoch 0: |          | 7426/? [51:30<00:00,  2.40it/s]\nEpoch 0: |          | 7427/? [51:30<00:00,  2.40it/s]\nEpoch 0: |          | 7427/? [51:30<00:00,  2.40it/s]\nEpoch 0: |          | 7428/? [51:31<00:00,  2.40it/s]\nEpoch 0: |          | 7428/? [51:31<00:00,  2.40it/s]\nEpoch 0: |          | 7429/? [51:31<00:00,  2.40it/s]\nEpoch 0: |          | 7429/? [51:31<00:00,  2.40it/s]\nEpoch 0: |          | 7430/? [51:31<00:00,  2.40it/s]\nEpoch 0: |          | 7430/? [51:31<00:00,  2.40it/s]\nEpoch 0: |          | 7431/? [51:31<00:00,  2.40it/s]\nEpoch 0: |          | 7431/? [51:31<00:00,  2.40it/s]\nEpoch 0: |          | 7432/? [51:32<00:00,  2.40it/s]\nEpoch 0: |          | 7432/? [51:32<00:00,  2.40it/s]\nEpoch 0: |          | 7433/? [51:32<00:00,  2.40it/s]\nEpoch 0: |          | 7433/? [51:32<00:00,  2.40it/s]\nEpoch 0: |          | 7434/? [51:32<00:00,  2.40it/s]\nEpoch 0: |          | 7434/? [51:32<00:00,  2.40it/s]\nEpoch 0: |          | 7435/? [51:33<00:00,  2.40it/s]\nEpoch 0: |          | 7435/? [51:33<00:00,  2.40it/s]\nEpoch 0: |          | 7436/? [51:33<00:00,  2.40it/s]\nEpoch 0: |          | 7436/? [51:33<00:00,  2.40it/s]\nEpoch 0: |          | 7437/? [51:33<00:00,  2.40it/s]\nEpoch 0: |          | 7437/? [51:33<00:00,  2.40it/s]\nEpoch 0: |          | 7438/? [51:33<00:00,  2.40it/s]\nEpoch 0: |          | 7438/? [51:33<00:00,  2.40it/s]\nEpoch 0: |          | 7439/? [51:34<00:00,  2.40it/s]\nEpoch 0: |          | 7439/? [51:34<00:00,  2.40it/s]\nEpoch 0: |          | 7440/? [51:34<00:00,  2.40it/s]\nEpoch 0: |          | 7440/? [51:34<00:00,  2.40it/s]\nEpoch 0: |          | 7441/? [51:34<00:00,  2.40it/s]\nEpoch 0: |          | 7441/? [51:34<00:00,  2.40it/s]\nEpoch 0: |          | 7442/? [51:34<00:00,  2.40it/s]\nEpoch 0: |          | 7442/? [51:34<00:00,  2.40it/s]\nEpoch 0: |          | 7443/? [51:35<00:00,  2.40it/s]\nEpoch 0: |          | 7443/? [51:35<00:00,  2.40it/s]\nEpoch 0: |          | 7444/? [51:35<00:00,  2.40it/s]\nEpoch 0: |          | 7444/? [51:35<00:00,  2.40it/s]\nEpoch 0: |          | 7445/? [51:35<00:00,  2.40it/s]\nEpoch 0: |          | 7445/? [51:35<00:00,  2.40it/s]\nEpoch 0: |          | 7446/? [51:36<00:00,  2.40it/s]\nEpoch 0: |          | 7446/? [51:36<00:00,  2.40it/s]\nEpoch 0: |          | 7447/? [51:36<00:00,  2.41it/s]\nEpoch 0: |          | 7447/? [51:36<00:00,  2.41it/s]\nEpoch 0: |          | 7448/? [51:36<00:00,  2.41it/s]\nEpoch 0: |          | 7448/? [51:36<00:00,  2.41it/s]\nEpoch 0: |          | 7449/? [51:36<00:00,  2.41it/s]\nEpoch 0: |          | 7449/? [51:36<00:00,  2.41it/s]\nEpoch 0: |          | 7450/? [51:37<00:00,  2.41it/s]\nEpoch 0: |          | 7450/? [51:37<00:00,  2.41it/s]\nEpoch 0: |          | 7451/? [51:37<00:00,  2.41it/s]\nEpoch 0: |          | 7451/? [51:37<00:00,  2.41it/s]\nEpoch 0: |          | 7452/? [51:37<00:00,  2.41it/s]\nEpoch 0: |          | 7452/? [51:37<00:00,  2.41it/s]\nEpoch 0: |          | 7453/? [51:38<00:00,  2.41it/s]\nEpoch 0: |          | 7453/? [51:38<00:00,  2.41it/s]\nEpoch 0: |          | 7454/? [51:38<00:00,  2.41it/s]\nEpoch 0: |          | 7454/? [51:38<00:00,  2.41it/s]\nEpoch 0: |          | 7455/? [51:38<00:00,  2.41it/s]\nEpoch 0: |          | 7455/? [51:38<00:00,  2.41it/s]\nEpoch 0: |          | 7456/? [51:38<00:00,  2.41it/s]\nEpoch 0: |          | 7456/? [51:38<00:00,  2.41it/s]\nEpoch 0: |          | 7457/? [51:39<00:00,  2.41it/s]\nEpoch 0: |          | 7457/? [51:39<00:00,  2.41it/s]\nEpoch 0: |          | 7458/? [51:39<00:00,  2.41it/s]\nEpoch 0: |          | 7458/? [51:39<00:00,  2.41it/s]\nEpoch 0: |          | 7459/? [51:39<00:00,  2.41it/s]\nEpoch 0: |          | 7459/? [51:39<00:00,  2.41it/s]\nEpoch 0: |          | 7460/? [51:39<00:00,  2.41it/s]\nEpoch 0: |          | 7460/? [51:39<00:00,  2.41it/s]\nEpoch 0: |          | 7461/? [51:40<00:00,  2.41it/s]\nEpoch 0: |          | 7461/? [51:40<00:00,  2.41it/s]\nEpoch 0: |          | 7462/? [51:40<00:00,  2.41it/s]\nEpoch 0: |          | 7462/? [51:40<00:00,  2.41it/s]\nEpoch 0: |          | 7463/? [51:40<00:00,  2.41it/s]\nEpoch 0: |          | 7463/? [51:40<00:00,  2.41it/s]\nEpoch 0: |          | 7464/? [51:41<00:00,  2.41it/s]\nEpoch 0: |          | 7464/? [51:41<00:00,  2.41it/s]\nEpoch 0: |          | 7465/? [51:41<00:00,  2.41it/s]\nEpoch 0: |          | 7465/? [51:41<00:00,  2.41it/s]\nEpoch 0: |          | 7466/? [51:41<00:00,  2.41it/s]\nEpoch 0: |          | 7466/? [51:41<00:00,  2.41it/s]\nEpoch 0: |          | 7467/? [51:41<00:00,  2.41it/s]\nEpoch 0: |          | 7467/? [51:41<00:00,  2.41it/s]\nEpoch 0: |          | 7468/? [51:42<00:00,  2.41it/s]\nEpoch 0: |          | 7468/? [51:42<00:00,  2.41it/s]\nEpoch 0: |          | 7469/? [51:42<00:00,  2.41it/s]\nEpoch 0: |          | 7469/? [51:42<00:00,  2.41it/s]\nEpoch 0: |          | 7470/? [51:42<00:00,  2.41it/s]\nEpoch 0: |          | 7470/? [51:42<00:00,  2.41it/s]\nEpoch 0: |          | 7471/? [51:42<00:00,  2.41it/s]\nEpoch 0: |          | 7471/? [51:42<00:00,  2.41it/s]\nEpoch 0: |          | 7472/? [51:43<00:00,  2.41it/s]\nEpoch 0: |          | 7472/? [51:43<00:00,  2.41it/s]\nEpoch 0: |          | 7473/? [51:43<00:00,  2.41it/s]\nEpoch 0: |          | 7473/? [51:43<00:00,  2.41it/s]\nEpoch 0: |          | 7474/? [51:43<00:00,  2.41it/s]\nEpoch 0: |          | 7474/? [51:43<00:00,  2.41it/s]\nEpoch 0: |          | 7475/? [51:44<00:00,  2.41it/s]\nEpoch 0: |          | 7475/? [51:44<00:00,  2.41it/s]\nEpoch 0: |          | 7476/? [51:44<00:00,  2.41it/s]\nEpoch 0: |          | 7476/? [51:44<00:00,  2.41it/s]\nEpoch 0: |          | 7477/? [51:44<00:00,  2.41it/s]\nEpoch 0: |          | 7477/? [51:44<00:00,  2.41it/s]\nEpoch 0: |          | 7478/? [51:44<00:00,  2.41it/s]\nEpoch 0: |          | 7478/? [51:44<00:00,  2.41it/s]\nEpoch 0: |          | 7479/? [51:45<00:00,  2.41it/s]\nEpoch 0: |          | 7479/? [51:45<00:00,  2.41it/s]\nEpoch 0: |          | 7480/? [51:45<00:00,  2.41it/s]\nEpoch 0: |          | 7480/? [51:45<00:00,  2.41it/s]\nEpoch 0: |          | 7481/? [51:45<00:00,  2.41it/s]\nEpoch 0: |          | 7481/? [51:45<00:00,  2.41it/s]\nEpoch 0: |          | 7482/? [51:46<00:00,  2.41it/s]\nEpoch 0: |          | 7482/? [51:46<00:00,  2.41it/s]\nEpoch 0: |          | 7483/? [51:46<00:00,  2.41it/s]\nEpoch 0: |          | 7483/? [51:46<00:00,  2.41it/s]\nEpoch 0: |          | 7484/? [51:46<00:00,  2.41it/s]\nEpoch 0: |          | 7484/? [51:46<00:00,  2.41it/s]\nEpoch 0: |          | 7485/? [51:46<00:00,  2.41it/s]\nEpoch 0: |          | 7485/? [51:46<00:00,  2.41it/s]\nEpoch 0: |          | 7486/? [51:47<00:00,  2.41it/s]\nEpoch 0: |          | 7486/? [51:47<00:00,  2.41it/s]\nEpoch 0: |          | 7487/? [51:47<00:00,  2.41it/s]\nEpoch 0: |          | 7487/? [51:47<00:00,  2.41it/s]\nEpoch 0: |          | 7488/? [51:47<00:00,  2.41it/s]\nEpoch 0: |          | 7488/? [51:47<00:00,  2.41it/s]\nEpoch 0: |          | 7489/? [51:48<00:00,  2.41it/s]\nEpoch 0: |          | 7489/? [51:48<00:00,  2.41it/s]\nEpoch 0: |          | 7490/? [51:48<00:00,  2.41it/s]\nEpoch 0: |          | 7490/? [51:48<00:00,  2.41it/s]\nEpoch 0: |          | 7491/? [51:48<00:00,  2.41it/s]\nEpoch 0: |          | 7491/? [51:48<00:00,  2.41it/s]\nEpoch 0: |          | 7492/? [51:48<00:00,  2.41it/s]\nEpoch 0: |          | 7492/? [51:48<00:00,  2.41it/s]\nEpoch 0: |          | 7493/? [51:49<00:00,  2.41it/s]\nEpoch 0: |          | 7493/? [51:49<00:00,  2.41it/s]\nEpoch 0: |          | 7494/? [51:49<00:00,  2.41it/s]\nEpoch 0: |          | 7494/? [51:49<00:00,  2.41it/s]\nEpoch 0: |          | 7495/? [51:49<00:00,  2.41it/s]\nEpoch 0: |          | 7495/? [51:49<00:00,  2.41it/s]\nEpoch 0: |          | 7496/? [51:49<00:00,  2.41it/s]\nEpoch 0: |          | 7496/? [51:49<00:00,  2.41it/s]\nEpoch 0: |          | 7497/? [51:50<00:00,  2.41it/s]\nEpoch 0: |          | 7497/? [51:50<00:00,  2.41it/s]\nEpoch 0: |          | 7498/? [51:50<00:00,  2.41it/s]\nEpoch 0: |          | 7498/? [51:50<00:00,  2.41it/s]\nEpoch 0: |          | 7499/? [51:50<00:00,  2.41it/s]\nEpoch 0: |          | 7499/? [51:50<00:00,  2.41it/s]\nEpoch 0: |          | 7500/? [51:51<00:00,  2.41it/s]\nEpoch 0: |          | 7500/? [51:51<00:00,  2.41it/s]\nEpoch 0: |          | 7501/? [51:51<00:00,  2.41it/s]\nEpoch 0: |          | 7501/? [51:51<00:00,  2.41it/s]\nEpoch 0: |          | 7502/? [51:51<00:00,  2.41it/s]\nEpoch 0: |          | 7502/? [51:51<00:00,  2.41it/s]\nEpoch 0: |          | 7503/? [51:51<00:00,  2.41it/s]\nEpoch 0: |          | 7503/? [51:51<00:00,  2.41it/s]\nEpoch 0: |          | 7504/? [51:52<00:00,  2.41it/s]\nEpoch 0: |          | 7504/? [51:52<00:00,  2.41it/s]\nEpoch 0: |          | 7505/? [51:52<00:00,  2.41it/s]\nEpoch 0: |          | 7505/? [51:52<00:00,  2.41it/s]\nEpoch 0: |          | 7506/? [51:52<00:00,  2.41it/s]\nEpoch 0: |          | 7506/? [51:52<00:00,  2.41it/s]\nEpoch 0: |          | 7507/? [51:53<00:00,  2.41it/s]\nEpoch 0: |          | 7507/? [51:53<00:00,  2.41it/s]\nEpoch 0: |          | 7508/? [51:53<00:00,  2.41it/s]\nEpoch 0: |          | 7508/? [51:53<00:00,  2.41it/s]\nEpoch 0: |          | 7509/? [51:53<00:00,  2.41it/s]\nEpoch 0: |          | 7509/? [51:53<00:00,  2.41it/s]\nEpoch 0: |          | 7510/? [51:53<00:00,  2.41it/s]\nEpoch 0: |          | 7510/? [51:53<00:00,  2.41it/s]\nEpoch 0: |          | 7511/? [51:54<00:00,  2.41it/s]\nEpoch 0: |          | 7511/? [51:54<00:00,  2.41it/s]\nEpoch 0: |          | 7512/? [51:54<00:00,  2.41it/s]\nEpoch 0: |          | 7512/? [51:54<00:00,  2.41it/s]\nEpoch 0: |          | 7513/? [51:54<00:00,  2.41it/s]\nEpoch 0: |          | 7513/? [51:54<00:00,  2.41it/s]\nEpoch 0: |          | 7514/? [51:55<00:00,  2.41it/s]\nEpoch 0: |          | 7514/? [51:55<00:00,  2.41it/s]\nEpoch 0: |          | 7515/? [51:55<00:00,  2.41it/s]\nEpoch 0: |          | 7515/? [51:55<00:00,  2.41it/s]\nEpoch 0: |          | 7516/? [51:55<00:00,  2.41it/s]\nEpoch 0: |          | 7516/? [51:55<00:00,  2.41it/s]\nEpoch 0: |          | 7517/? [51:56<00:00,  2.41it/s]\nEpoch 0: |          | 7517/? [51:56<00:00,  2.41it/s]\nEpoch 0: |          | 7518/? [51:56<00:00,  2.41it/s]\nEpoch 0: |          | 7518/? [51:56<00:00,  2.41it/s]\nEpoch 0: |          | 7519/? [51:56<00:00,  2.41it/s]\nEpoch 0: |          | 7519/? [51:56<00:00,  2.41it/s]\nEpoch 0: |          | 7520/? [51:56<00:00,  2.41it/s]\nEpoch 0: |          | 7520/? [51:56<00:00,  2.41it/s]\nEpoch 0: |          | 7521/? [51:57<00:00,  2.41it/s]\nEpoch 0: |          | 7521/? [51:57<00:00,  2.41it/s]\nEpoch 0: |          | 7522/? [51:57<00:00,  2.41it/s]\nEpoch 0: |          | 7522/? [51:57<00:00,  2.41it/s]\nEpoch 0: |          | 7523/? [51:57<00:00,  2.41it/s]\nEpoch 0: |          | 7523/? [51:57<00:00,  2.41it/s]\nEpoch 0: |          | 7524/? [51:58<00:00,  2.41it/s]\nEpoch 0: |          | 7524/? [51:58<00:00,  2.41it/s]\nEpoch 0: |          | 7525/? [51:58<00:00,  2.41it/s]\nEpoch 0: |          | 7525/? [51:58<00:00,  2.41it/s]\nEpoch 0: |          | 7526/? [51:58<00:00,  2.41it/s]\nEpoch 0: |          | 7526/? [51:58<00:00,  2.41it/s]\nEpoch 0: |          | 7527/? [51:58<00:00,  2.41it/s]\nEpoch 0: |          | 7527/? [51:58<00:00,  2.41it/s]\nEpoch 0: |          | 7528/? [51:59<00:00,  2.41it/s]\nEpoch 0: |          | 7528/? [51:59<00:00,  2.41it/s]\nEpoch 0: |          | 7529/? [51:59<00:00,  2.41it/s]\nEpoch 0: |          | 7529/? [51:59<00:00,  2.41it/s]\nEpoch 0: |          | 7530/? [51:59<00:00,  2.41it/s]\nEpoch 0: |          | 7530/? [51:59<00:00,  2.41it/s]\nEpoch 0: |          | 7531/? [51:59<00:00,  2.41it/s]\nEpoch 0: |          | 7531/? [51:59<00:00,  2.41it/s]\nEpoch 0: |          | 7532/? [52:00<00:00,  2.41it/s]\nEpoch 0: |          | 7532/? [52:00<00:00,  2.41it/s]\nEpoch 0: |          | 7533/? [52:00<00:00,  2.41it/s]\nEpoch 0: |          | 7533/? [52:00<00:00,  2.41it/s]\nEpoch 0: |          | 7534/? [52:00<00:00,  2.41it/s]\nEpoch 0: |          | 7534/? [52:00<00:00,  2.41it/s]\nEpoch 0: |          | 7535/? [52:01<00:00,  2.41it/s]\nEpoch 0: |          | 7535/? [52:01<00:00,  2.41it/s]\nEpoch 0: |          | 7536/? [52:01<00:00,  2.41it/s]\nEpoch 0: |          | 7536/? [52:01<00:00,  2.41it/s]\nEpoch 0: |          | 7537/? [52:01<00:00,  2.41it/s]\nEpoch 0: |          | 7537/? [52:01<00:00,  2.41it/s]\nEpoch 0: |          | 7538/? [52:01<00:00,  2.41it/s]\nEpoch 0: |          | 7538/? [52:01<00:00,  2.41it/s]\nEpoch 0: |          | 7539/? [52:02<00:00,  2.41it/s]\nEpoch 0: |          | 7539/? [52:02<00:00,  2.41it/s]\nEpoch 0: |          | 7540/? [52:02<00:00,  2.41it/s]\nEpoch 0: |          | 7540/? [52:02<00:00,  2.41it/s]\nEpoch 0: |          | 7541/? [52:02<00:00,  2.41it/s]\nEpoch 0: |          | 7541/? [52:02<00:00,  2.41it/s]\nEpoch 0: |          | 7542/? [52:03<00:00,  2.41it/s]\nEpoch 0: |          | 7542/? [52:03<00:00,  2.41it/s]\nEpoch 0: |          | 7543/? [52:03<00:00,  2.42it/s]\nEpoch 0: |          | 7543/? [52:03<00:00,  2.42it/s]\nEpoch 0: |          | 7544/? [52:03<00:00,  2.42it/s]\nEpoch 0: |          | 7544/? [52:03<00:00,  2.42it/s]\nEpoch 0: |          | 7545/? [52:03<00:00,  2.42it/s]\nEpoch 0: |          | 7545/? [52:03<00:00,  2.42it/s]\nEpoch 0: |          | 7546/? [52:04<00:00,  2.42it/s]\nEpoch 0: |          | 7546/? [52:04<00:00,  2.42it/s]\nEpoch 0: |          | 7547/? [52:04<00:00,  2.42it/s]\nEpoch 0: |          | 7547/? [52:04<00:00,  2.42it/s]\nEpoch 0: |          | 7548/? [52:04<00:00,  2.42it/s]\nEpoch 0: |          | 7548/? [52:04<00:00,  2.42it/s]\nEpoch 0: |          | 7549/? [52:04<00:00,  2.42it/s]\nEpoch 0: |          | 7549/? [52:04<00:00,  2.42it/s]\nEpoch 0: |          | 7550/? [52:05<00:00,  2.42it/s]\nEpoch 0: |          | 7550/? [52:05<00:00,  2.42it/s]\nEpoch 0: |          | 7551/? [52:05<00:00,  2.42it/s]\nEpoch 0: |          | 7551/? [52:05<00:00,  2.42it/s]\nEpoch 0: |          | 7552/? [52:05<00:00,  2.42it/s]\nEpoch 0: |          | 7552/? [52:05<00:00,  2.42it/s]\nEpoch 0: |          | 7553/? [52:06<00:00,  2.42it/s]\nEpoch 0: |          | 7553/? [52:06<00:00,  2.42it/s]\nEpoch 0: |          | 7554/? [52:06<00:00,  2.42it/s]\nEpoch 0: |          | 7554/? [52:06<00:00,  2.42it/s]\nEpoch 0: |          | 7555/? [52:06<00:00,  2.42it/s]\nEpoch 0: |          | 7555/? [52:06<00:00,  2.42it/s]\nEpoch 0: |          | 7556/? [52:06<00:00,  2.42it/s]\nEpoch 0: |          | 7556/? [52:06<00:00,  2.42it/s]\nEpoch 0: |          | 7557/? [52:07<00:00,  2.42it/s]\nEpoch 0: |          | 7557/? [52:07<00:00,  2.42it/s]\nEpoch 0: |          | 7558/? [52:07<00:00,  2.42it/s]\nEpoch 0: |          | 7558/? [52:07<00:00,  2.42it/s]\nEpoch 0: |          | 7559/? [52:07<00:00,  2.42it/s]\nEpoch 0: |          | 7559/? [52:07<00:00,  2.42it/s]\nEpoch 0: |          | 7560/? [52:08<00:00,  2.42it/s]\nEpoch 0: |          | 7560/? [52:08<00:00,  2.42it/s]\nEpoch 0: |          | 7561/? [52:08<00:00,  2.42it/s]\nEpoch 0: |          | 7561/? [52:08<00:00,  2.42it/s]\nEpoch 0: |          | 7562/? [52:08<00:00,  2.42it/s]\nEpoch 0: |          | 7562/? [52:08<00:00,  2.42it/s]\nEpoch 0: |          | 7563/? [52:08<00:00,  2.42it/s]\nEpoch 0: |          | 7563/? [52:08<00:00,  2.42it/s]\nEpoch 0: |          | 7564/? [52:09<00:00,  2.42it/s]\nEpoch 0: |          | 7564/? [52:09<00:00,  2.42it/s]\nEpoch 0: |          | 7565/? [52:09<00:00,  2.42it/s]\nEpoch 0: |          | 7565/? [52:09<00:00,  2.42it/s]\nEpoch 0: |          | 7566/? [52:09<00:00,  2.42it/s]\nEpoch 0: |          | 7566/? [52:09<00:00,  2.42it/s]\nEpoch 0: |          | 7567/? [52:09<00:00,  2.42it/s]\nEpoch 0: |          | 7567/? [52:09<00:00,  2.42it/s]\nEpoch 0: |          | 7568/? [52:10<00:00,  2.42it/s]\nEpoch 0: |          | 7568/? [52:10<00:00,  2.42it/s]\nEpoch 0: |          | 7569/? [52:10<00:00,  2.42it/s]\nEpoch 0: |          | 7569/? [52:10<00:00,  2.42it/s]\nEpoch 0: |          | 7570/? [52:10<00:00,  2.42it/s]\nEpoch 0: |          | 7570/? [52:10<00:00,  2.42it/s]\nEpoch 0: |          | 7571/? [52:11<00:00,  2.42it/s]\nEpoch 0: |          | 7571/? [52:11<00:00,  2.42it/s]\nEpoch 0: |          | 7572/? [52:11<00:00,  2.42it/s]\nEpoch 0: |          | 7572/? [52:11<00:00,  2.42it/s]\nEpoch 0: |          | 7573/? [52:11<00:00,  2.42it/s]\nEpoch 0: |          | 7573/? [52:11<00:00,  2.42it/s]\nEpoch 0: |          | 7574/? [52:11<00:00,  2.42it/s]\nEpoch 0: |          | 7574/? [52:11<00:00,  2.42it/s]\nEpoch 0: |          | 7575/? [52:12<00:00,  2.42it/s]\nEpoch 0: |          | 7575/? [52:12<00:00,  2.42it/s]\nEpoch 0: |          | 7576/? [52:12<00:00,  2.42it/s]\nEpoch 0: |          | 7576/? [52:12<00:00,  2.42it/s]\nEpoch 0: |          | 7577/? [52:12<00:00,  2.42it/s]\nEpoch 0: |          | 7577/? [52:12<00:00,  2.42it/s]\nEpoch 0: |          | 7578/? [52:13<00:00,  2.42it/s]\nEpoch 0: |          | 7578/? [52:13<00:00,  2.42it/s]\nEpoch 0: |          | 7579/? [52:13<00:00,  2.42it/s]\nEpoch 0: |          | 7579/? [52:13<00:00,  2.42it/s]\nEpoch 0: |          | 7580/? [52:13<00:00,  2.42it/s]\nEpoch 0: |          | 7580/? [52:13<00:00,  2.42it/s]\nEpoch 0: |          | 7581/? [52:13<00:00,  2.42it/s]\nEpoch 0: |          | 7581/? [52:13<00:00,  2.42it/s]\nEpoch 0: |          | 7582/? [52:14<00:00,  2.42it/s]\nEpoch 0: |          | 7582/? [52:14<00:00,  2.42it/s]\nEpoch 0: |          | 7583/? [52:14<00:00,  2.42it/s]\nEpoch 0: |          | 7583/? [52:14<00:00,  2.42it/s]\nEpoch 0: |          | 7584/? [52:14<00:00,  2.42it/s]\nEpoch 0: |          | 7584/? [52:14<00:00,  2.42it/s]\nEpoch 0: |          | 7585/? [52:14<00:00,  2.42it/s]\nEpoch 0: |          | 7585/? [52:14<00:00,  2.42it/s]\nEpoch 0: |          | 7586/? [52:15<00:00,  2.42it/s]\nEpoch 0: |          | 7586/? [52:15<00:00,  2.42it/s]\nEpoch 0: |          | 7587/? [52:15<00:00,  2.42it/s]\nEpoch 0: |          | 7587/? [52:15<00:00,  2.42it/s]\nEpoch 0: |          | 7588/? [52:15<00:00,  2.42it/s]\nEpoch 0: |          | 7588/? [52:15<00:00,  2.42it/s]\nEpoch 0: |          | 7589/? [52:16<00:00,  2.42it/s]\nEpoch 0: |          | 7589/? [52:16<00:00,  2.42it/s]\nEpoch 0: |          | 7590/? [52:16<00:00,  2.42it/s]\nEpoch 0: |          | 7590/? [52:16<00:00,  2.42it/s]\nEpoch 0: |          | 7591/? [52:16<00:00,  2.42it/s]\nEpoch 0: |          | 7591/? [52:16<00:00,  2.42it/s]\nEpoch 0: |          | 7592/? [52:16<00:00,  2.42it/s]\nEpoch 0: |          | 7592/? [52:16<00:00,  2.42it/s]\nEpoch 0: |          | 7593/? [52:17<00:00,  2.42it/s]\nEpoch 0: |          | 7593/? [52:17<00:00,  2.42it/s]\nEpoch 0: |          | 7594/? [52:17<00:00,  2.42it/s]\nEpoch 0: |          | 7594/? [52:17<00:00,  2.42it/s]\nEpoch 0: |          | 7595/? [52:17<00:00,  2.42it/s]\nEpoch 0: |          | 7595/? [52:17<00:00,  2.42it/s]\nEpoch 0: |          | 7596/? [52:17<00:00,  2.42it/s]\nEpoch 0: |          | 7596/? [52:17<00:00,  2.42it/s]\nEpoch 0: |          | 7597/? [52:18<00:00,  2.42it/s]\nEpoch 0: |          | 7597/? [52:18<00:00,  2.42it/s]\nEpoch 0: |          | 7598/? [52:18<00:00,  2.42it/s]\nEpoch 0: |          | 7598/? [52:18<00:00,  2.42it/s]\nEpoch 0: |          | 7599/? [52:18<00:00,  2.42it/s]\nEpoch 0: |          | 7599/? [52:18<00:00,  2.42it/s]\nEpoch 0: |          | 7600/? [52:19<00:00,  2.42it/s]\nEpoch 0: |          | 7600/? [52:19<00:00,  2.42it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.45it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.55it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.71it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.45it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 7600/? [52:19<00:00,  2.42it/s]\nEpoch 0: |          | 7601/? [52:19<00:00,  2.42it/s]\nEpoch 0: |          | 7601/? [52:19<00:00,  2.42it/s]\nEpoch 0: |          | 7602/? [52:19<00:00,  2.42it/s]\nEpoch 0: |          | 7602/? [52:19<00:00,  2.42it/s]\nEpoch 0: |          | 7603/? [52:20<00:00,  2.42it/s]\nEpoch 0: |          | 7603/? [52:20<00:00,  2.42it/s]\nEpoch 0: |          | 7604/? [52:20<00:00,  2.42it/s]\nEpoch 0: |          | 7604/? [52:20<00:00,  2.42it/s]\nEpoch 0: |          | 7605/? [52:20<00:00,  2.42it/s]\nEpoch 0: |          | 7605/? [52:20<00:00,  2.42it/s]\nEpoch 0: |          | 7606/? [52:21<00:00,  2.42it/s]\nEpoch 0: |          | 7606/? [52:21<00:00,  2.42it/s]\nEpoch 0: |          | 7607/? [52:21<00:00,  2.42it/s]\nEpoch 0: |          | 7607/? [52:21<00:00,  2.42it/s]\nEpoch 0: |          | 7608/? [52:21<00:00,  2.42it/s]\nEpoch 0: |          | 7608/? [52:21<00:00,  2.42it/s]\nEpoch 0: |          | 7609/? [52:21<00:00,  2.42it/s]\nEpoch 0: |          | 7609/? [52:21<00:00,  2.42it/s]\nEpoch 0: |          | 7610/? [52:22<00:00,  2.42it/s]\nEpoch 0: |          | 7610/? [52:22<00:00,  2.42it/s]\nEpoch 0: |          | 7611/? [52:22<00:00,  2.42it/s]\nEpoch 0: |          | 7611/? [52:22<00:00,  2.42it/s]\nEpoch 0: |          | 7612/? [52:22<00:00,  2.42it/s]\nEpoch 0: |          | 7612/? [52:22<00:00,  2.42it/s]\nEpoch 0: |          | 7613/? [52:23<00:00,  2.42it/s]\nEpoch 0: |          | 7613/? [52:23<00:00,  2.42it/s]\nEpoch 0: |          | 7614/? [52:23<00:00,  2.42it/s]\nEpoch 0: |          | 7614/? [52:23<00:00,  2.42it/s]\nEpoch 0: |          | 7615/? [52:23<00:00,  2.42it/s]\nEpoch 0: |          | 7615/? [52:23<00:00,  2.42it/s]\nEpoch 0: |          | 7616/? [52:24<00:00,  2.42it/s]\nEpoch 0: |          | 7616/? [52:24<00:00,  2.42it/s]\nEpoch 0: |          | 7617/? [52:24<00:00,  2.42it/s]\nEpoch 0: |          | 7617/? [52:24<00:00,  2.42it/s]\nEpoch 0: |          | 7618/? [52:24<00:00,  2.42it/s]\nEpoch 0: |          | 7618/? [52:24<00:00,  2.42it/s]\nEpoch 0: |          | 7619/? [52:24<00:00,  2.42it/s]\nEpoch 0: |          | 7619/? [52:24<00:00,  2.42it/s]\nEpoch 0: |          | 7620/? [52:25<00:00,  2.42it/s]\nEpoch 0: |          | 7620/? [52:25<00:00,  2.42it/s]\nEpoch 0: |          | 7621/? [52:25<00:00,  2.42it/s]\nEpoch 0: |          | 7621/? [52:25<00:00,  2.42it/s]\nEpoch 0: |          | 7622/? [52:25<00:00,  2.42it/s]\nEpoch 0: |          | 7622/? [52:25<00:00,  2.42it/s]\nEpoch 0: |          | 7623/? [52:25<00:00,  2.42it/s]\nEpoch 0: |          | 7623/? [52:25<00:00,  2.42it/s]\nEpoch 0: |          | 7624/? [52:26<00:00,  2.42it/s]\nEpoch 0: |          | 7624/? [52:26<00:00,  2.42it/s]\nEpoch 0: |          | 7625/? [52:26<00:00,  2.42it/s]\nEpoch 0: |          | 7625/? [52:26<00:00,  2.42it/s]\nEpoch 0: |          | 7626/? [52:26<00:00,  2.42it/s]\nEpoch 0: |          | 7626/? [52:26<00:00,  2.42it/s]\nEpoch 0: |          | 7627/? [52:27<00:00,  2.42it/s]\nEpoch 0: |          | 7627/? [52:27<00:00,  2.42it/s]\nEpoch 0: |          | 7628/? [52:27<00:00,  2.42it/s]\nEpoch 0: |          | 7628/? [52:27<00:00,  2.42it/s]\nEpoch 0: |          | 7629/? [52:27<00:00,  2.42it/s]\nEpoch 0: |          | 7629/? [52:27<00:00,  2.42it/s]\nEpoch 0: |          | 7630/? [52:27<00:00,  2.42it/s]\nEpoch 0: |          | 7630/? [52:27<00:00,  2.42it/s]\nEpoch 0: |          | 7631/? [52:28<00:00,  2.42it/s]\nEpoch 0: |          | 7631/? [52:28<00:00,  2.42it/s]\nEpoch 0: |          | 7632/? [52:28<00:00,  2.42it/s]\nEpoch 0: |          | 7632/? [52:28<00:00,  2.42it/s]\nEpoch 0: |          | 7633/? [52:28<00:00,  2.42it/s]\nEpoch 0: |          | 7633/? [52:28<00:00,  2.42it/s]\nEpoch 0: |          | 7634/? [52:29<00:00,  2.42it/s]\nEpoch 0: |          | 7634/? [52:29<00:00,  2.42it/s]\nEpoch 0: |          | 7635/? [52:29<00:00,  2.42it/s]\nEpoch 0: |          | 7635/? [52:29<00:00,  2.42it/s]\nEpoch 0: |          | 7636/? [52:29<00:00,  2.42it/s]\nEpoch 0: |          | 7636/? [52:29<00:00,  2.42it/s]\nEpoch 0: |          | 7637/? [52:29<00:00,  2.42it/s]\nEpoch 0: |          | 7637/? [52:29<00:00,  2.42it/s]\nEpoch 0: |          | 7638/? [52:30<00:00,  2.42it/s]\nEpoch 0: |          | 7638/? [52:30<00:00,  2.42it/s]\nEpoch 0: |          | 7639/? [52:30<00:00,  2.42it/s]\nEpoch 0: |          | 7639/? [52:30<00:00,  2.42it/s]\nEpoch 0: |          | 7640/? [52:30<00:00,  2.42it/s]\nEpoch 0: |          | 7640/? [52:30<00:00,  2.42it/s]\nEpoch 0: |          | 7641/? [52:31<00:00,  2.42it/s]\nEpoch 0: |          | 7641/? [52:31<00:00,  2.42it/s]\nEpoch 0: |          | 7642/? [52:31<00:00,  2.43it/s]\nEpoch 0: |          | 7642/? [52:31<00:00,  2.43it/s]\nEpoch 0: |          | 7643/? [52:31<00:00,  2.43it/s]\nEpoch 0: |          | 7643/? [52:31<00:00,  2.43it/s]\nEpoch 0: |          | 7644/? [52:31<00:00,  2.43it/s]\nEpoch 0: |          | 7644/? [52:31<00:00,  2.43it/s]\nEpoch 0: |          | 7645/? [52:32<00:00,  2.43it/s]\nEpoch 0: |          | 7645/? [52:32<00:00,  2.43it/s]\nEpoch 0: |          | 7646/? [52:32<00:00,  2.43it/s]\nEpoch 0: |          | 7646/? [52:32<00:00,  2.43it/s]\nEpoch 0: |          | 7647/? [52:32<00:00,  2.43it/s]\nEpoch 0: |          | 7647/? [52:32<00:00,  2.43it/s]\nEpoch 0: |          | 7648/? [52:32<00:00,  2.43it/s]\nEpoch 0: |          | 7648/? [52:32<00:00,  2.43it/s]\nEpoch 0: |          | 7649/? [52:33<00:00,  2.43it/s]\nEpoch 0: |          | 7649/? [52:33<00:00,  2.43it/s]\nEpoch 0: |          | 7650/? [52:33<00:00,  2.43it/s]\nEpoch 0: |          | 7650/? [52:33<00:00,  2.43it/s]\nEpoch 0: |          | 7651/? [52:33<00:00,  2.43it/s]\nEpoch 0: |          | 7651/? [52:33<00:00,  2.43it/s]\nEpoch 0: |          | 7652/? [52:34<00:00,  2.43it/s]\nEpoch 0: |          | 7652/? [52:34<00:00,  2.43it/s]\nEpoch 0: |          | 7653/? [52:34<00:00,  2.43it/s]\nEpoch 0: |          | 7653/? [52:34<00:00,  2.43it/s]\nEpoch 0: |          | 7654/? [52:34<00:00,  2.43it/s]\nEpoch 0: |          | 7654/? [52:34<00:00,  2.43it/s]\nEpoch 0: |          | 7655/? [52:34<00:00,  2.43it/s]\nEpoch 0: |          | 7655/? [52:34<00:00,  2.43it/s]\nEpoch 0: |          | 7656/? [52:35<00:00,  2.43it/s]\nEpoch 0: |          | 7656/? [52:35<00:00,  2.43it/s]\nEpoch 0: |          | 7657/? [52:35<00:00,  2.43it/s]\nEpoch 0: |          | 7657/? [52:35<00:00,  2.43it/s]\nEpoch 0: |          | 7658/? [52:35<00:00,  2.43it/s]\nEpoch 0: |          | 7658/? [52:35<00:00,  2.43it/s]\nEpoch 0: |          | 7659/? [52:36<00:00,  2.43it/s]\nEpoch 0: |          | 7659/? [52:36<00:00,  2.43it/s]\nEpoch 0: |          | 7660/? [52:36<00:00,  2.43it/s]\nEpoch 0: |          | 7660/? [52:36<00:00,  2.43it/s]\nEpoch 0: |          | 7661/? [52:36<00:00,  2.43it/s]\nEpoch 0: |          | 7661/? [52:36<00:00,  2.43it/s]\nEpoch 0: |          | 7662/? [52:36<00:00,  2.43it/s]\nEpoch 0: |          | 7662/? [52:36<00:00,  2.43it/s]\nEpoch 0: |          | 7663/? [52:37<00:00,  2.43it/s]\nEpoch 0: |          | 7663/? [52:37<00:00,  2.43it/s]\nEpoch 0: |          | 7664/? [52:37<00:00,  2.43it/s]\nEpoch 0: |          | 7664/? [52:37<00:00,  2.43it/s]\nEpoch 0: |          | 7665/? [52:37<00:00,  2.43it/s]\nEpoch 0: |          | 7665/? [52:37<00:00,  2.43it/s]\nEpoch 0: |          | 7666/? [52:37<00:00,  2.43it/s]\nEpoch 0: |          | 7666/? [52:37<00:00,  2.43it/s]\nEpoch 0: |          | 7667/? [52:38<00:00,  2.43it/s]\nEpoch 0: |          | 7667/? [52:38<00:00,  2.43it/s]\nEpoch 0: |          | 7668/? [52:38<00:00,  2.43it/s]\nEpoch 0: |          | 7668/? [52:38<00:00,  2.43it/s]\nEpoch 0: |          | 7669/? [52:38<00:00,  2.43it/s]\nEpoch 0: |          | 7669/? [52:38<00:00,  2.43it/s]\nEpoch 0: |          | 7670/? [52:39<00:00,  2.43it/s]\nEpoch 0: |          | 7670/? [52:39<00:00,  2.43it/s]\nEpoch 0: |          | 7671/? [52:39<00:00,  2.43it/s]\nEpoch 0: |          | 7671/? [52:39<00:00,  2.43it/s]\nEpoch 0: |          | 7672/? [52:39<00:00,  2.43it/s]\nEpoch 0: |          | 7672/? [52:39<00:00,  2.43it/s]\nEpoch 0: |          | 7673/? [52:39<00:00,  2.43it/s]\nEpoch 0: |          | 7673/? [52:39<00:00,  2.43it/s]\nEpoch 0: |          | 7674/? [52:40<00:00,  2.43it/s]\nEpoch 0: |          | 7674/? [52:40<00:00,  2.43it/s]\nEpoch 0: |          | 7675/? [52:40<00:00,  2.43it/s]\nEpoch 0: |          | 7675/? [52:40<00:00,  2.43it/s]\nEpoch 0: |          | 7676/? [52:40<00:00,  2.43it/s]\nEpoch 0: |          | 7676/? [52:40<00:00,  2.43it/s]\nEpoch 0: |          | 7677/? [52:40<00:00,  2.43it/s]\nEpoch 0: |          | 7677/? [52:40<00:00,  2.43it/s]\nEpoch 0: |          | 7678/? [52:41<00:00,  2.43it/s]\nEpoch 0: |          | 7678/? [52:41<00:00,  2.43it/s]\nEpoch 0: |          | 7679/? [52:41<00:00,  2.43it/s]\nEpoch 0: |          | 7679/? [52:41<00:00,  2.43it/s]\nEpoch 0: |          | 7680/? [52:41<00:00,  2.43it/s]\nEpoch 0: |          | 7680/? [52:41<00:00,  2.43it/s]\nEpoch 0: |          | 7681/? [52:42<00:00,  2.43it/s]\nEpoch 0: |          | 7681/? [52:42<00:00,  2.43it/s]\nEpoch 0: |          | 7682/? [52:42<00:00,  2.43it/s]\nEpoch 0: |          | 7682/? [52:42<00:00,  2.43it/s]\nEpoch 0: |          | 7683/? [52:42<00:00,  2.43it/s]\nEpoch 0: |          | 7683/? [52:42<00:00,  2.43it/s]\nEpoch 0: |          | 7684/? [52:42<00:00,  2.43it/s]\nEpoch 0: |          | 7684/? [52:42<00:00,  2.43it/s]\nEpoch 0: |          | 7685/? [52:43<00:00,  2.43it/s]\nEpoch 0: |          | 7685/? [52:43<00:00,  2.43it/s]\nEpoch 0: |          | 7686/? [52:43<00:00,  2.43it/s]\nEpoch 0: |          | 7686/? [52:43<00:00,  2.43it/s]\nEpoch 0: |          | 7687/? [52:43<00:00,  2.43it/s]\nEpoch 0: |          | 7687/? [52:43<00:00,  2.43it/s]\nEpoch 0: |          | 7688/? [52:43<00:00,  2.43it/s]\nEpoch 0: |          | 7688/? [52:43<00:00,  2.43it/s]\nEpoch 0: |          | 7689/? [52:44<00:00,  2.43it/s]\nEpoch 0: |          | 7689/? [52:44<00:00,  2.43it/s]\nEpoch 0: |          | 7690/? [52:44<00:00,  2.43it/s]\nEpoch 0: |          | 7690/? [52:44<00:00,  2.43it/s]\nEpoch 0: |          | 7691/? [52:44<00:00,  2.43it/s]\nEpoch 0: |          | 7691/? [52:44<00:00,  2.43it/s]\nEpoch 0: |          | 7692/? [52:44<00:00,  2.43it/s]\nEpoch 0: |          | 7692/? [52:44<00:00,  2.43it/s]\nEpoch 0: |          | 7693/? [52:45<00:00,  2.43it/s]\nEpoch 0: |          | 7693/? [52:45<00:00,  2.43it/s]\nEpoch 0: |          | 7694/? [52:45<00:00,  2.43it/s]\nEpoch 0: |          | 7694/? [52:45<00:00,  2.43it/s]\nEpoch 0: |          | 7695/? [52:45<00:00,  2.43it/s]\nEpoch 0: |          | 7695/? [52:45<00:00,  2.43it/s]\nEpoch 0: |          | 7696/? [52:46<00:00,  2.43it/s]\nEpoch 0: |          | 7696/? [52:46<00:00,  2.43it/s]\nEpoch 0: |          | 7697/? [52:46<00:00,  2.43it/s]\nEpoch 0: |          | 7697/? [52:46<00:00,  2.43it/s]\nEpoch 0: |          | 7698/? [52:46<00:00,  2.43it/s]\nEpoch 0: |          | 7698/? [52:46<00:00,  2.43it/s]\nEpoch 0: |          | 7699/? [52:46<00:00,  2.43it/s]\nEpoch 0: |          | 7699/? [52:46<00:00,  2.43it/s]\nEpoch 0: |          | 7700/? [52:47<00:00,  2.43it/s]\nEpoch 0: |          | 7700/? [52:47<00:00,  2.43it/s]\nEpoch 0: |          | 7701/? [52:47<00:00,  2.43it/s]\nEpoch 0: |          | 7701/? [52:47<00:00,  2.43it/s]\nEpoch 0: |          | 7702/? [52:47<00:00,  2.43it/s]\nEpoch 0: |          | 7702/? [52:47<00:00,  2.43it/s]\nEpoch 0: |          | 7703/? [52:48<00:00,  2.43it/s]\nEpoch 0: |          | 7703/? [52:48<00:00,  2.43it/s]\nEpoch 0: |          | 7704/? [52:48<00:00,  2.43it/s]\nEpoch 0: |          | 7704/? [52:48<00:00,  2.43it/s]\nEpoch 0: |          | 7705/? [52:48<00:00,  2.43it/s]\nEpoch 0: |          | 7705/? [52:48<00:00,  2.43it/s]\nEpoch 0: |          | 7706/? [52:48<00:00,  2.43it/s]\nEpoch 0: |          | 7706/? [52:48<00:00,  2.43it/s]\nEpoch 0: |          | 7707/? [52:49<00:00,  2.43it/s]\nEpoch 0: |          | 7707/? [52:49<00:00,  2.43it/s]\nEpoch 0: |          | 7708/? [52:49<00:00,  2.43it/s]\nEpoch 0: |          | 7708/? [52:49<00:00,  2.43it/s]\nEpoch 0: |          | 7709/? [52:49<00:00,  2.43it/s]\nEpoch 0: |          | 7709/? [52:49<00:00,  2.43it/s]\nEpoch 0: |          | 7710/? [52:49<00:00,  2.43it/s]\nEpoch 0: |          | 7710/? [52:49<00:00,  2.43it/s]\nEpoch 0: |          | 7711/? [52:50<00:00,  2.43it/s]\nEpoch 0: |          | 7711/? [52:50<00:00,  2.43it/s]\nEpoch 0: |          | 7712/? [52:50<00:00,  2.43it/s]\nEpoch 0: |          | 7712/? [52:50<00:00,  2.43it/s]\nEpoch 0: |          | 7713/? [52:50<00:00,  2.43it/s]\nEpoch 0: |          | 7713/? [52:50<00:00,  2.43it/s]\nEpoch 0: |          | 7714/? [52:51<00:00,  2.43it/s]\nEpoch 0: |          | 7714/? [52:51<00:00,  2.43it/s]\nEpoch 0: |          | 7715/? [52:51<00:00,  2.43it/s]\nEpoch 0: |          | 7715/? [52:51<00:00,  2.43it/s]\nEpoch 0: |          | 7716/? [52:51<00:00,  2.43it/s]\nEpoch 0: |          | 7716/? [52:51<00:00,  2.43it/s]\nEpoch 0: |          | 7717/? [52:51<00:00,  2.43it/s]\nEpoch 0: |          | 7717/? [52:51<00:00,  2.43it/s]\nEpoch 0: |          | 7718/? [52:52<00:00,  2.43it/s]\nEpoch 0: |          | 7718/? [52:52<00:00,  2.43it/s]\nEpoch 0: |          | 7719/? [52:52<00:00,  2.43it/s]\nEpoch 0: |          | 7719/? [52:52<00:00,  2.43it/s]\nEpoch 0: |          | 7720/? [52:52<00:00,  2.43it/s]\nEpoch 0: |          | 7720/? [52:52<00:00,  2.43it/s]\nEpoch 0: |          | 7721/? [52:52<00:00,  2.43it/s]\nEpoch 0: |          | 7721/? [52:52<00:00,  2.43it/s]\nEpoch 0: |          | 7722/? [52:53<00:00,  2.43it/s]\nEpoch 0: |          | 7722/? [52:53<00:00,  2.43it/s]\nEpoch 0: |          | 7723/? [52:53<00:00,  2.43it/s]\nEpoch 0: |          | 7723/? [52:53<00:00,  2.43it/s]\nEpoch 0: |          | 7724/? [52:53<00:00,  2.43it/s]\nEpoch 0: |          | 7724/? [52:53<00:00,  2.43it/s]\nEpoch 0: |          | 7725/? [52:54<00:00,  2.43it/s]\nEpoch 0: |          | 7725/? [52:54<00:00,  2.43it/s]\nEpoch 0: |          | 7726/? [52:54<00:00,  2.43it/s]\nEpoch 0: |          | 7726/? [52:54<00:00,  2.43it/s]\nEpoch 0: |          | 7727/? [52:54<00:00,  2.43it/s]\nEpoch 0: |          | 7727/? [52:54<00:00,  2.43it/s]\nEpoch 0: |          | 7728/? [52:54<00:00,  2.43it/s]\nEpoch 0: |          | 7728/? [52:54<00:00,  2.43it/s]\nEpoch 0: |          | 7729/? [52:55<00:00,  2.43it/s]\nEpoch 0: |          | 7729/? [52:55<00:00,  2.43it/s]\nEpoch 0: |          | 7730/? [52:55<00:00,  2.43it/s]\nEpoch 0: |          | 7730/? [52:55<00:00,  2.43it/s]\nEpoch 0: |          | 7731/? [52:55<00:00,  2.43it/s]\nEpoch 0: |          | 7731/? [52:55<00:00,  2.43it/s]\nEpoch 0: |          | 7732/? [52:56<00:00,  2.43it/s]\nEpoch 0: |          | 7732/? [52:56<00:00,  2.43it/s]\nEpoch 0: |          | 7733/? [52:56<00:00,  2.43it/s]\nEpoch 0: |          | 7733/? [52:56<00:00,  2.43it/s]\nEpoch 0: |          | 7734/? [52:56<00:00,  2.43it/s]\nEpoch 0: |          | 7734/? [52:56<00:00,  2.43it/s]\nEpoch 0: |          | 7735/? [52:56<00:00,  2.43it/s]\nEpoch 0: |          | 7735/? [52:56<00:00,  2.43it/s]\nEpoch 0: |          | 7736/? [52:57<00:00,  2.43it/s]\nEpoch 0: |          | 7736/? [52:57<00:00,  2.43it/s]\nEpoch 0: |          | 7737/? [52:57<00:00,  2.44it/s]\nEpoch 0: |          | 7737/? [52:57<00:00,  2.44it/s]\nEpoch 0: |          | 7738/? [52:57<00:00,  2.44it/s]\nEpoch 0: |          | 7738/? [52:57<00:00,  2.44it/s]\nEpoch 0: |          | 7739/? [52:57<00:00,  2.44it/s]\nEpoch 0: |          | 7739/? [52:57<00:00,  2.44it/s]\nEpoch 0: |          | 7740/? [52:58<00:00,  2.44it/s]\nEpoch 0: |          | 7740/? [52:58<00:00,  2.44it/s]\nEpoch 0: |          | 7741/? [52:58<00:00,  2.44it/s]\nEpoch 0: |          | 7741/? [52:58<00:00,  2.44it/s]\nEpoch 0: |          | 7742/? [52:58<00:00,  2.44it/s]\nEpoch 0: |          | 7742/? [52:58<00:00,  2.44it/s]\nEpoch 0: |          | 7743/? [52:59<00:00,  2.44it/s]\nEpoch 0: |          | 7743/? [52:59<00:00,  2.44it/s]\nEpoch 0: |          | 7744/? [52:59<00:00,  2.44it/s]\nEpoch 0: |          | 7744/? [52:59<00:00,  2.44it/s]\nEpoch 0: |          | 7745/? [52:59<00:00,  2.44it/s]\nEpoch 0: |          | 7745/? [52:59<00:00,  2.44it/s]\nEpoch 0: |          | 7746/? [52:59<00:00,  2.44it/s]\nEpoch 0: |          | 7746/? [52:59<00:00,  2.44it/s]\nEpoch 0: |          | 7747/? [53:00<00:00,  2.44it/s]\nEpoch 0: |          | 7747/? [53:00<00:00,  2.44it/s]\nEpoch 0: |          | 7748/? [53:00<00:00,  2.44it/s]\nEpoch 0: |          | 7748/? [53:00<00:00,  2.44it/s]\nEpoch 0: |          | 7749/? [53:00<00:00,  2.44it/s]\nEpoch 0: |          | 7749/? [53:00<00:00,  2.44it/s]\nEpoch 0: |          | 7750/? [53:00<00:00,  2.44it/s]\nEpoch 0: |          | 7750/? [53:00<00:00,  2.44it/s]\nEpoch 0: |          | 7751/? [53:01<00:00,  2.44it/s]\nEpoch 0: |          | 7751/? [53:01<00:00,  2.44it/s]\nEpoch 0: |          | 7752/? [53:01<00:00,  2.44it/s]\nEpoch 0: |          | 7752/? [53:01<00:00,  2.44it/s]\nEpoch 0: |          | 7753/? [53:01<00:00,  2.44it/s]\nEpoch 0: |          | 7753/? [53:01<00:00,  2.44it/s]\nEpoch 0: |          | 7754/? [53:02<00:00,  2.44it/s]\nEpoch 0: |          | 7754/? [53:02<00:00,  2.44it/s]\nEpoch 0: |          | 7755/? [53:02<00:00,  2.44it/s]\nEpoch 0: |          | 7755/? [53:02<00:00,  2.44it/s]\nEpoch 0: |          | 7756/? [53:02<00:00,  2.44it/s]\nEpoch 0: |          | 7756/? [53:02<00:00,  2.44it/s]\nEpoch 0: |          | 7757/? [53:02<00:00,  2.44it/s]\nEpoch 0: |          | 7757/? [53:02<00:00,  2.44it/s]\nEpoch 0: |          | 7758/? [53:03<00:00,  2.44it/s]\nEpoch 0: |          | 7758/? [53:03<00:00,  2.44it/s]\nEpoch 0: |          | 7759/? [53:03<00:00,  2.44it/s]\nEpoch 0: |          | 7759/? [53:03<00:00,  2.44it/s]\nEpoch 0: |          | 7760/? [53:03<00:00,  2.44it/s]\nEpoch 0: |          | 7760/? [53:03<00:00,  2.44it/s]\nEpoch 0: |          | 7761/? [53:04<00:00,  2.44it/s]\nEpoch 0: |          | 7761/? [53:04<00:00,  2.44it/s]\nEpoch 0: |          | 7762/? [53:04<00:00,  2.44it/s]\nEpoch 0: |          | 7762/? [53:04<00:00,  2.44it/s]\nEpoch 0: |          | 7763/? [53:04<00:00,  2.44it/s]\nEpoch 0: |          | 7763/? [53:04<00:00,  2.44it/s]\nEpoch 0: |          | 7764/? [53:04<00:00,  2.44it/s]\nEpoch 0: |          | 7764/? [53:04<00:00,  2.44it/s]\nEpoch 0: |          | 7765/? [53:05<00:00,  2.44it/s]\nEpoch 0: |          | 7765/? [53:05<00:00,  2.44it/s]\nEpoch 0: |          | 7766/? [53:05<00:00,  2.44it/s]\nEpoch 0: |          | 7766/? [53:05<00:00,  2.44it/s]\nEpoch 0: |          | 7767/? [53:05<00:00,  2.44it/s]\nEpoch 0: |          | 7767/? [53:05<00:00,  2.44it/s]\nEpoch 0: |          | 7768/? [53:05<00:00,  2.44it/s]\nEpoch 0: |          | 7768/? [53:05<00:00,  2.44it/s]\nEpoch 0: |          | 7769/? [53:06<00:00,  2.44it/s]\nEpoch 0: |          | 7769/? [53:06<00:00,  2.44it/s]\nEpoch 0: |          | 7770/? [53:06<00:00,  2.44it/s]\nEpoch 0: |          | 7770/? [53:06<00:00,  2.44it/s]\nEpoch 0: |          | 7771/? [53:06<00:00,  2.44it/s]\nEpoch 0: |          | 7771/? [53:06<00:00,  2.44it/s]\nEpoch 0: |          | 7772/? [53:07<00:00,  2.44it/s]\nEpoch 0: |          | 7772/? [53:07<00:00,  2.44it/s]\nEpoch 0: |          | 7773/? [53:07<00:00,  2.44it/s]\nEpoch 0: |          | 7773/? [53:07<00:00,  2.44it/s]\nEpoch 0: |          | 7774/? [53:07<00:00,  2.44it/s]\nEpoch 0: |          | 7774/? [53:07<00:00,  2.44it/s]\nEpoch 0: |          | 7775/? [53:07<00:00,  2.44it/s]\nEpoch 0: |          | 7775/? [53:07<00:00,  2.44it/s]\nEpoch 0: |          | 7776/? [53:08<00:00,  2.44it/s]\nEpoch 0: |          | 7776/? [53:08<00:00,  2.44it/s]\nEpoch 0: |          | 7777/? [53:08<00:00,  2.44it/s]\nEpoch 0: |          | 7777/? [53:08<00:00,  2.44it/s]\nEpoch 0: |          | 7778/? [53:08<00:00,  2.44it/s]\nEpoch 0: |          | 7778/? [53:08<00:00,  2.44it/s]\nEpoch 0: |          | 7779/? [53:08<00:00,  2.44it/s]\nEpoch 0: |          | 7779/? [53:08<00:00,  2.44it/s]\nEpoch 0: |          | 7780/? [53:09<00:00,  2.44it/s]\nEpoch 0: |          | 7780/? [53:09<00:00,  2.44it/s]\nEpoch 0: |          | 7781/? [53:09<00:00,  2.44it/s]\nEpoch 0: |          | 7781/? [53:09<00:00,  2.44it/s]\nEpoch 0: |          | 7782/? [53:09<00:00,  2.44it/s]\nEpoch 0: |          | 7782/? [53:09<00:00,  2.44it/s]\nEpoch 0: |          | 7783/? [53:10<00:00,  2.44it/s]\nEpoch 0: |          | 7783/? [53:10<00:00,  2.44it/s]\nEpoch 0: |          | 7784/? [53:10<00:00,  2.44it/s]\nEpoch 0: |          | 7784/? [53:10<00:00,  2.44it/s]\nEpoch 0: |          | 7785/? [53:10<00:00,  2.44it/s]\nEpoch 0: |          | 7785/? [53:10<00:00,  2.44it/s]\nEpoch 0: |          | 7786/? [53:10<00:00,  2.44it/s]\nEpoch 0: |          | 7786/? [53:10<00:00,  2.44it/s]\nEpoch 0: |          | 7787/? [53:11<00:00,  2.44it/s]\nEpoch 0: |          | 7787/? [53:11<00:00,  2.44it/s]\nEpoch 0: |          | 7788/? [53:11<00:00,  2.44it/s]\nEpoch 0: |          | 7788/? [53:11<00:00,  2.44it/s]\nEpoch 0: |          | 7789/? [53:11<00:00,  2.44it/s]\nEpoch 0: |          | 7789/? [53:11<00:00,  2.44it/s]\nEpoch 0: |          | 7790/? [53:11<00:00,  2.44it/s]\nEpoch 0: |          | 7790/? [53:11<00:00,  2.44it/s]\nEpoch 0: |          | 7791/? [53:12<00:00,  2.44it/s]\nEpoch 0: |          | 7791/? [53:12<00:00,  2.44it/s]\nEpoch 0: |          | 7792/? [53:12<00:00,  2.44it/s]\nEpoch 0: |          | 7792/? [53:12<00:00,  2.44it/s]\nEpoch 0: |          | 7793/? [53:12<00:00,  2.44it/s]\nEpoch 0: |          | 7793/? [53:12<00:00,  2.44it/s]\nEpoch 0: |          | 7794/? [53:13<00:00,  2.44it/s]\nEpoch 0: |          | 7794/? [53:13<00:00,  2.44it/s]\nEpoch 0: |          | 7795/? [53:13<00:00,  2.44it/s]\nEpoch 0: |          | 7795/? [53:13<00:00,  2.44it/s]\nEpoch 0: |          | 7796/? [53:13<00:00,  2.44it/s]\nEpoch 0: |          | 7796/? [53:13<00:00,  2.44it/s]\nEpoch 0: |          | 7797/? [53:13<00:00,  2.44it/s]\nEpoch 0: |          | 7797/? [53:13<00:00,  2.44it/s]\nEpoch 0: |          | 7798/? [53:14<00:00,  2.44it/s]\nEpoch 0: |          | 7798/? [53:14<00:00,  2.44it/s]\nEpoch 0: |          | 7799/? [53:14<00:00,  2.44it/s]\nEpoch 0: |          | 7799/? [53:14<00:00,  2.44it/s]\nEpoch 0: |          | 7800/? [53:14<00:00,  2.44it/s]\nEpoch 0: |          | 7800/? [53:14<00:00,  2.44it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.07it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.10it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.18it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.75it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 7800/? [53:15<00:00,  2.44it/s]\nEpoch 0: |          | 7801/? [53:15<00:00,  2.44it/s]\nEpoch 0: |          | 7801/? [53:15<00:00,  2.44it/s]\nEpoch 0: |          | 7802/? [53:15<00:00,  2.44it/s]\nEpoch 0: |          | 7802/? [53:15<00:00,  2.44it/s]\nEpoch 0: |          | 7803/? [53:15<00:00,  2.44it/s]\nEpoch 0: |          | 7803/? [53:15<00:00,  2.44it/s]\nEpoch 0: |          | 7804/? [53:16<00:00,  2.44it/s]\nEpoch 0: |          | 7804/? [53:16<00:00,  2.44it/s]\nEpoch 0: |          | 7805/? [53:16<00:00,  2.44it/s]\nEpoch 0: |          | 7805/? [53:16<00:00,  2.44it/s]\nEpoch 0: |          | 7806/? [53:16<00:00,  2.44it/s]\nEpoch 0: |          | 7806/? [53:16<00:00,  2.44it/s]\nEpoch 0: |          | 7807/? [53:16<00:00,  2.44it/s]\nEpoch 0: |          | 7807/? [53:16<00:00,  2.44it/s]\nEpoch 0: |          | 7808/? [53:17<00:00,  2.44it/s]\nEpoch 0: |          | 7808/? [53:17<00:00,  2.44it/s]\nEpoch 0: |          | 7809/? [53:17<00:00,  2.44it/s]\nEpoch 0: |          | 7809/? [53:17<00:00,  2.44it/s]\nEpoch 0: |          | 7810/? [53:17<00:00,  2.44it/s]\nEpoch 0: |          | 7810/? [53:17<00:00,  2.44it/s]\nEpoch 0: |          | 7811/? [53:18<00:00,  2.44it/s]\nEpoch 0: |          | 7811/? [53:18<00:00,  2.44it/s]\nEpoch 0: |          | 7812/? [53:18<00:00,  2.44it/s]\nEpoch 0: |          | 7812/? [53:18<00:00,  2.44it/s]\nEpoch 0: |          | 7813/? [53:18<00:00,  2.44it/s]\nEpoch 0: |          | 7813/? [53:18<00:00,  2.44it/s]\nEpoch 0: |          | 7814/? [53:18<00:00,  2.44it/s]\nEpoch 0: |          | 7814/? [53:18<00:00,  2.44it/s]\nEpoch 0: |          | 7815/? [53:19<00:00,  2.44it/s]\nEpoch 0: |          | 7815/? [53:19<00:00,  2.44it/s]\nEpoch 0: |          | 7816/? [53:19<00:00,  2.44it/s]\nEpoch 0: |          | 7816/? [53:19<00:00,  2.44it/s]\nEpoch 0: |          | 7817/? [53:19<00:00,  2.44it/s]\nEpoch 0: |          | 7817/? [53:19<00:00,  2.44it/s]\nEpoch 0: |          | 7818/? [53:19<00:00,  2.44it/s]\nEpoch 0: |          | 7818/? [53:19<00:00,  2.44it/s]\nEpoch 0: |          | 7819/? [53:20<00:00,  2.44it/s]\nEpoch 0: |          | 7819/? [53:20<00:00,  2.44it/s]\nEpoch 0: |          | 7820/? [53:20<00:00,  2.44it/s]\nEpoch 0: |          | 7820/? [53:20<00:00,  2.44it/s]\nEpoch 0: |          | 7821/? [53:20<00:00,  2.44it/s]\nEpoch 0: |          | 7821/? [53:20<00:00,  2.44it/s]\nEpoch 0: |          | 7822/? [53:21<00:00,  2.44it/s]\nEpoch 0: |          | 7822/? [53:21<00:00,  2.44it/s]\nEpoch 0: |          | 7823/? [53:21<00:00,  2.44it/s]\nEpoch 0: |          | 7823/? [53:21<00:00,  2.44it/s]\nEpoch 0: |          | 7824/? [53:21<00:00,  2.44it/s]\nEpoch 0: |          | 7824/? [53:21<00:00,  2.44it/s]\nEpoch 0: |          | 7825/? [53:21<00:00,  2.44it/s]\nEpoch 0: |          | 7825/? [53:21<00:00,  2.44it/s]\nEpoch 0: |          | 7826/? [53:22<00:00,  2.44it/s]\nEpoch 0: |          | 7826/? [53:22<00:00,  2.44it/s]\nEpoch 0: |          | 7827/? [53:22<00:00,  2.44it/s]\nEpoch 0: |          | 7827/? [53:22<00:00,  2.44it/s]\nEpoch 0: |          | 7828/? [53:22<00:00,  2.44it/s]\nEpoch 0: |          | 7828/? [53:22<00:00,  2.44it/s]\nEpoch 0: |          | 7829/? [53:23<00:00,  2.44it/s]\nEpoch 0: |          | 7829/? [53:23<00:00,  2.44it/s]\nEpoch 0: |          | 7830/? [53:23<00:00,  2.44it/s]\nEpoch 0: |          | 7830/? [53:23<00:00,  2.44it/s]\nEpoch 0: |          | 7831/? [53:23<00:00,  2.44it/s]\nEpoch 0: |          | 7831/? [53:23<00:00,  2.44it/s]\nEpoch 0: |          | 7832/? [53:23<00:00,  2.44it/s]\nEpoch 0: |          | 7832/? [53:23<00:00,  2.44it/s]\nEpoch 0: |          | 7833/? [53:24<00:00,  2.44it/s]\nEpoch 0: |          | 7833/? [53:24<00:00,  2.44it/s]\nEpoch 0: |          | 7834/? [53:24<00:00,  2.44it/s]\nEpoch 0: |          | 7834/? [53:24<00:00,  2.44it/s]\nEpoch 0: |          | 7835/? [53:24<00:00,  2.44it/s]\nEpoch 0: |          | 7835/? [53:24<00:00,  2.44it/s]\nEpoch 0: |          | 7836/? [53:25<00:00,  2.44it/s]\nEpoch 0: |          | 7836/? [53:25<00:00,  2.44it/s]\nEpoch 0: |          | 7837/? [53:25<00:00,  2.45it/s]\nEpoch 0: |          | 7837/? [53:25<00:00,  2.45it/s]\nEpoch 0: |          | 7838/? [53:25<00:00,  2.45it/s]\nEpoch 0: |          | 7838/? [53:25<00:00,  2.45it/s]\nEpoch 0: |          | 7839/? [53:25<00:00,  2.45it/s]\nEpoch 0: |          | 7839/? [53:25<00:00,  2.45it/s]\nEpoch 0: |          | 7840/? [53:26<00:00,  2.45it/s]\nEpoch 0: |          | 7840/? [53:26<00:00,  2.45it/s]\nEpoch 0: |          | 7841/? [53:26<00:00,  2.45it/s]\nEpoch 0: |          | 7841/? [53:26<00:00,  2.45it/s]\nEpoch 0: |          | 7842/? [53:26<00:00,  2.45it/s]\nEpoch 0: |          | 7842/? [53:26<00:00,  2.45it/s]\nEpoch 0: |          | 7843/? [53:26<00:00,  2.45it/s]\nEpoch 0: |          | 7843/? [53:26<00:00,  2.45it/s]\nEpoch 0: |          | 7844/? [53:27<00:00,  2.45it/s]\nEpoch 0: |          | 7844/? [53:27<00:00,  2.45it/s]\nEpoch 0: |          | 7845/? [53:27<00:00,  2.45it/s]\nEpoch 0: |          | 7845/? [53:27<00:00,  2.45it/s]\nEpoch 0: |          | 7846/? [53:27<00:00,  2.45it/s]\nEpoch 0: |          | 7846/? [53:27<00:00,  2.45it/s]\nEpoch 0: |          | 7847/? [53:28<00:00,  2.45it/s]\nEpoch 0: |          | 7847/? [53:28<00:00,  2.45it/s]\nEpoch 0: |          | 7848/? [53:28<00:00,  2.45it/s]\nEpoch 0: |          | 7848/? [53:28<00:00,  2.45it/s]\nEpoch 0: |          | 7849/? [53:28<00:00,  2.45it/s]\nEpoch 0: |          | 7849/? [53:28<00:00,  2.45it/s]\nEpoch 0: |          | 7850/? [53:28<00:00,  2.45it/s]\nEpoch 0: |          | 7850/? [53:28<00:00,  2.45it/s]\nEpoch 0: |          | 7851/? [53:29<00:00,  2.45it/s]\nEpoch 0: |          | 7851/? [53:29<00:00,  2.45it/s]\nEpoch 0: |          | 7852/? [53:29<00:00,  2.45it/s]\nEpoch 0: |          | 7852/? [53:29<00:00,  2.45it/s]\nEpoch 0: |          | 7853/? [53:29<00:00,  2.45it/s]\nEpoch 0: |          | 7853/? [53:29<00:00,  2.45it/s]\nEpoch 0: |          | 7854/? [53:29<00:00,  2.45it/s]\nEpoch 0: |          | 7854/? [53:29<00:00,  2.45it/s]\nEpoch 0: |          | 7855/? [53:30<00:00,  2.45it/s]\nEpoch 0: |          | 7855/? [53:30<00:00,  2.45it/s]\nEpoch 0: |          | 7856/? [53:30<00:00,  2.45it/s]\nEpoch 0: |          | 7856/? [53:30<00:00,  2.45it/s]\nEpoch 0: |          | 7857/? [53:30<00:00,  2.45it/s]\nEpoch 0: |          | 7857/? [53:30<00:00,  2.45it/s]\nEpoch 0: |          | 7858/? [53:31<00:00,  2.45it/s]\nEpoch 0: |          | 7858/? [53:31<00:00,  2.45it/s]\nEpoch 0: |          | 7859/? [53:31<00:00,  2.45it/s]\nEpoch 0: |          | 7859/? [53:31<00:00,  2.45it/s]\nEpoch 0: |          | 7860/? [53:31<00:00,  2.45it/s]\nEpoch 0: |          | 7860/? [53:31<00:00,  2.45it/s]\nEpoch 0: |          | 7861/? [53:31<00:00,  2.45it/s]\nEpoch 0: |          | 7861/? [53:31<00:00,  2.45it/s]\nEpoch 0: |          | 7862/? [53:32<00:00,  2.45it/s]\nEpoch 0: |          | 7862/? [53:32<00:00,  2.45it/s]\nEpoch 0: |          | 7863/? [53:32<00:00,  2.45it/s]\nEpoch 0: |          | 7863/? [53:32<00:00,  2.45it/s]\nEpoch 0: |          | 7864/? [53:32<00:00,  2.45it/s]\nEpoch 0: |          | 7864/? [53:32<00:00,  2.45it/s]\nEpoch 0: |          | 7865/? [53:33<00:00,  2.45it/s]\nEpoch 0: |          | 7865/? [53:33<00:00,  2.45it/s]\nEpoch 0: |          | 7866/? [53:33<00:00,  2.45it/s]\nEpoch 0: |          | 7866/? [53:33<00:00,  2.45it/s]\nEpoch 0: |          | 7867/? [53:33<00:00,  2.45it/s]\nEpoch 0: |          | 7867/? [53:33<00:00,  2.45it/s]\nEpoch 0: |          | 7868/? [53:33<00:00,  2.45it/s]\nEpoch 0: |          | 7868/? [53:33<00:00,  2.45it/s]\nEpoch 0: |          | 7869/? [53:34<00:00,  2.45it/s]\nEpoch 0: |          | 7869/? [53:34<00:00,  2.45it/s]\nEpoch 0: |          | 7870/? [53:34<00:00,  2.45it/s]\nEpoch 0: |          | 7870/? [53:34<00:00,  2.45it/s]\nEpoch 0: |          | 7871/? [53:34<00:00,  2.45it/s]\nEpoch 0: |          | 7871/? [53:34<00:00,  2.45it/s]\nEpoch 0: |          | 7872/? [53:35<00:00,  2.45it/s]\nEpoch 0: |          | 7872/? [53:35<00:00,  2.45it/s]\nEpoch 0: |          | 7873/? [53:35<00:00,  2.45it/s]\nEpoch 0: |          | 7873/? [53:35<00:00,  2.45it/s]\nEpoch 0: |          | 7874/? [53:35<00:00,  2.45it/s]\nEpoch 0: |          | 7874/? [53:35<00:00,  2.45it/s]\nEpoch 0: |          | 7875/? [53:35<00:00,  2.45it/s]\nEpoch 0: |          | 7875/? [53:35<00:00,  2.45it/s]\nEpoch 0: |          | 7876/? [53:36<00:00,  2.45it/s]\nEpoch 0: |          | 7876/? [53:36<00:00,  2.45it/s]\nEpoch 0: |          | 7877/? [53:36<00:00,  2.45it/s]\nEpoch 0: |          | 7877/? [53:36<00:00,  2.45it/s]\nEpoch 0: |          | 7878/? [53:36<00:00,  2.45it/s]\nEpoch 0: |          | 7878/? [53:36<00:00,  2.45it/s]\nEpoch 0: |          | 7879/? [53:37<00:00,  2.45it/s]\nEpoch 0: |          | 7879/? [53:37<00:00,  2.45it/s]\nEpoch 0: |          | 7880/? [53:37<00:00,  2.45it/s]\nEpoch 0: |          | 7880/? [53:37<00:00,  2.45it/s]\nEpoch 0: |          | 7881/? [53:37<00:00,  2.45it/s]\nEpoch 0: |          | 7881/? [53:37<00:00,  2.45it/s]\nEpoch 0: |          | 7882/? [53:37<00:00,  2.45it/s]\nEpoch 0: |          | 7882/? [53:37<00:00,  2.45it/s]\nEpoch 0: |          | 7883/? [53:38<00:00,  2.45it/s]\nEpoch 0: |          | 7883/? [53:38<00:00,  2.45it/s]\nEpoch 0: |          | 7884/? [53:38<00:00,  2.45it/s]\nEpoch 0: |          | 7884/? [53:38<00:00,  2.45it/s]\nEpoch 0: |          | 7885/? [53:38<00:00,  2.45it/s]\nEpoch 0: |          | 7885/? [53:38<00:00,  2.45it/s]\nEpoch 0: |          | 7886/? [53:38<00:00,  2.45it/s]\nEpoch 0: |          | 7886/? [53:38<00:00,  2.45it/s]\nEpoch 0: |          | 7887/? [53:39<00:00,  2.45it/s]\nEpoch 0: |          | 7887/? [53:39<00:00,  2.45it/s]\nEpoch 0: |          | 7888/? [53:39<00:00,  2.45it/s]\nEpoch 0: |          | 7888/? [53:39<00:00,  2.45it/s]\nEpoch 0: |          | 7889/? [53:39<00:00,  2.45it/s]\nEpoch 0: |          | 7889/? [53:39<00:00,  2.45it/s]\nEpoch 0: |          | 7890/? [53:40<00:00,  2.45it/s]\nEpoch 0: |          | 7890/? [53:40<00:00,  2.45it/s]\nEpoch 0: |          | 7891/? [53:40<00:00,  2.45it/s]\nEpoch 0: |          | 7891/? [53:40<00:00,  2.45it/s]\nEpoch 0: |          | 7892/? [53:40<00:00,  2.45it/s]\nEpoch 0: |          | 7892/? [53:40<00:00,  2.45it/s]\nEpoch 0: |          | 7893/? [53:40<00:00,  2.45it/s]\nEpoch 0: |          | 7893/? [53:40<00:00,  2.45it/s]\nEpoch 0: |          | 7894/? [53:41<00:00,  2.45it/s]\nEpoch 0: |          | 7894/? [53:41<00:00,  2.45it/s]\nEpoch 0: |          | 7895/? [53:41<00:00,  2.45it/s]\nEpoch 0: |          | 7895/? [53:41<00:00,  2.45it/s]\nEpoch 0: |          | 7896/? [53:41<00:00,  2.45it/s]\nEpoch 0: |          | 7896/? [53:41<00:00,  2.45it/s]\nEpoch 0: |          | 7897/? [53:41<00:00,  2.45it/s]\nEpoch 0: |          | 7897/? [53:41<00:00,  2.45it/s]\nEpoch 0: |          | 7898/? [53:42<00:00,  2.45it/s]\nEpoch 0: |          | 7898/? [53:42<00:00,  2.45it/s]\nEpoch 0: |          | 7899/? [53:42<00:00,  2.45it/s]\nEpoch 0: |          | 7899/? [53:42<00:00,  2.45it/s]\nEpoch 0: |          | 7900/? [53:42<00:00,  2.45it/s]\nEpoch 0: |          | 7900/? [53:42<00:00,  2.45it/s]\nEpoch 0: |          | 7901/? [53:43<00:00,  2.45it/s]\nEpoch 0: |          | 7901/? [53:43<00:00,  2.45it/s]\nEpoch 0: |          | 7902/? [53:43<00:00,  2.45it/s]\nEpoch 0: |          | 7902/? [53:43<00:00,  2.45it/s]\nEpoch 0: |          | 7903/? [53:43<00:00,  2.45it/s]\nEpoch 0: |          | 7903/? [53:43<00:00,  2.45it/s]\nEpoch 0: |          | 7904/? [53:43<00:00,  2.45it/s]\nEpoch 0: |          | 7904/? [53:43<00:00,  2.45it/s]\nEpoch 0: |          | 7905/? [53:44<00:00,  2.45it/s]\nEpoch 0: |          | 7905/? [53:44<00:00,  2.45it/s]\nEpoch 0: |          | 7906/? [53:44<00:00,  2.45it/s]\nEpoch 0: |          | 7906/? [53:44<00:00,  2.45it/s]\nEpoch 0: |          | 7907/? [53:44<00:00,  2.45it/s]\nEpoch 0: |          | 7907/? [53:44<00:00,  2.45it/s]\nEpoch 0: |          | 7908/? [53:45<00:00,  2.45it/s]\nEpoch 0: |          | 7908/? [53:45<00:00,  2.45it/s]\nEpoch 0: |          | 7909/? [53:45<00:00,  2.45it/s]\nEpoch 0: |          | 7909/? [53:45<00:00,  2.45it/s]\nEpoch 0: |          | 7910/? [53:45<00:00,  2.45it/s]\nEpoch 0: |          | 7910/? [53:45<00:00,  2.45it/s]\nEpoch 0: |          | 7911/? [53:45<00:00,  2.45it/s]\nEpoch 0: |          | 7911/? [53:45<00:00,  2.45it/s]\nEpoch 0: |          | 7912/? [53:46<00:00,  2.45it/s]\nEpoch 0: |          | 7912/? [53:46<00:00,  2.45it/s]\nEpoch 0: |          | 7913/? [53:46<00:00,  2.45it/s]\nEpoch 0: |          | 7913/? [53:46<00:00,  2.45it/s]\nEpoch 0: |          | 7914/? [53:46<00:00,  2.45it/s]\nEpoch 0: |          | 7914/? [53:46<00:00,  2.45it/s]\nEpoch 0: |          | 7915/? [53:46<00:00,  2.45it/s]\nEpoch 0: |          | 7915/? [53:46<00:00,  2.45it/s]\nEpoch 0: |          | 7916/? [53:47<00:00,  2.45it/s]\nEpoch 0: |          | 7916/? [53:47<00:00,  2.45it/s]\nEpoch 0: |          | 7917/? [53:47<00:00,  2.45it/s]\nEpoch 0: |          | 7917/? [53:47<00:00,  2.45it/s]\nEpoch 0: |          | 7918/? [53:47<00:00,  2.45it/s]\nEpoch 0: |          | 7918/? [53:47<00:00,  2.45it/s]\nEpoch 0: |          | 7919/? [53:48<00:00,  2.45it/s]\nEpoch 0: |          | 7919/? [53:48<00:00,  2.45it/s]\nEpoch 0: |          | 7920/? [53:48<00:00,  2.45it/s]\nEpoch 0: |          | 7920/? [53:48<00:00,  2.45it/s]\nEpoch 0: |          | 7921/? [53:48<00:00,  2.45it/s]\nEpoch 0: |          | 7921/? [53:48<00:00,  2.45it/s]\nEpoch 0: |          | 7922/? [53:48<00:00,  2.45it/s]\nEpoch 0: |          | 7922/? [53:48<00:00,  2.45it/s]\nEpoch 0: |          | 7923/? [53:49<00:00,  2.45it/s]\nEpoch 0: |          | 7923/? [53:49<00:00,  2.45it/s]\nEpoch 0: |          | 7924/? [53:49<00:00,  2.45it/s]\nEpoch 0: |          | 7924/? [53:49<00:00,  2.45it/s]\nEpoch 0: |          | 7925/? [53:49<00:00,  2.45it/s]\nEpoch 0: |          | 7925/? [53:49<00:00,  2.45it/s]\nEpoch 0: |          | 7926/? [53:49<00:00,  2.45it/s]\nEpoch 0: |          | 7926/? [53:49<00:00,  2.45it/s]\nEpoch 0: |          | 7927/? [53:50<00:00,  2.45it/s]\nEpoch 0: |          | 7927/? [53:50<00:00,  2.45it/s]\nEpoch 0: |          | 7928/? [53:50<00:00,  2.45it/s]\nEpoch 0: |          | 7928/? [53:50<00:00,  2.45it/s]\nEpoch 0: |          | 7929/? [53:50<00:00,  2.45it/s]\nEpoch 0: |          | 7929/? [53:50<00:00,  2.45it/s]\nEpoch 0: |          | 7930/? [53:51<00:00,  2.45it/s]\nEpoch 0: |          | 7930/? [53:51<00:00,  2.45it/s]\nEpoch 0: |          | 7931/? [53:51<00:00,  2.45it/s]\nEpoch 0: |          | 7931/? [53:51<00:00,  2.45it/s]\nEpoch 0: |          | 7932/? [53:51<00:00,  2.45it/s]\nEpoch 0: |          | 7932/? [53:51<00:00,  2.45it/s]\nEpoch 0: |          | 7933/? [53:51<00:00,  2.45it/s]\nEpoch 0: |          | 7933/? [53:51<00:00,  2.45it/s]\nEpoch 0: |          | 7934/? [53:52<00:00,  2.45it/s]\nEpoch 0: |          | 7934/? [53:52<00:00,  2.45it/s]\nEpoch 0: |          | 7935/? [53:52<00:00,  2.45it/s]\nEpoch 0: |          | 7935/? [53:52<00:00,  2.45it/s]\nEpoch 0: |          | 7936/? [53:52<00:00,  2.45it/s]\nEpoch 0: |          | 7936/? [53:52<00:00,  2.45it/s]\nEpoch 0: |          | 7937/? [53:53<00:00,  2.45it/s]\nEpoch 0: |          | 7937/? [53:53<00:00,  2.45it/s]\nEpoch 0: |          | 7938/? [53:53<00:00,  2.46it/s]\nEpoch 0: |          | 7938/? [53:53<00:00,  2.46it/s]\nEpoch 0: |          | 7939/? [53:53<00:00,  2.46it/s]\nEpoch 0: |          | 7939/? [53:53<00:00,  2.46it/s]\nEpoch 0: |          | 7940/? [53:53<00:00,  2.46it/s]\nEpoch 0: |          | 7940/? [53:53<00:00,  2.46it/s]\nEpoch 0: |          | 7941/? [53:54<00:00,  2.46it/s]\nEpoch 0: |          | 7941/? [53:54<00:00,  2.46it/s]\nEpoch 0: |          | 7942/? [53:54<00:00,  2.46it/s]\nEpoch 0: |          | 7942/? [53:54<00:00,  2.46it/s]\nEpoch 0: |          | 7943/? [53:54<00:00,  2.46it/s]\nEpoch 0: |          | 7943/? [53:54<00:00,  2.46it/s]\nEpoch 0: |          | 7944/? [53:54<00:00,  2.46it/s]\nEpoch 0: |          | 7944/? [53:54<00:00,  2.46it/s]\nEpoch 0: |          | 7945/? [53:55<00:00,  2.46it/s]\nEpoch 0: |          | 7945/? [53:55<00:00,  2.46it/s]\nEpoch 0: |          | 7946/? [53:55<00:00,  2.46it/s]\nEpoch 0: |          | 7946/? [53:55<00:00,  2.46it/s]\nEpoch 0: |          | 7947/? [53:55<00:00,  2.46it/s]\nEpoch 0: |          | 7947/? [53:55<00:00,  2.46it/s]\nEpoch 0: |          | 7948/? [53:56<00:00,  2.46it/s]\nEpoch 0: |          | 7948/? [53:56<00:00,  2.46it/s]\nEpoch 0: |          | 7949/? [53:56<00:00,  2.46it/s]\nEpoch 0: |          | 7949/? [53:56<00:00,  2.46it/s]\nEpoch 0: |          | 7950/? [53:56<00:00,  2.46it/s]\nEpoch 0: |          | 7950/? [53:56<00:00,  2.46it/s]\nEpoch 0: |          | 7951/? [53:56<00:00,  2.46it/s]\nEpoch 0: |          | 7951/? [53:56<00:00,  2.46it/s]\nEpoch 0: |          | 7952/? [53:57<00:00,  2.46it/s]\nEpoch 0: |          | 7952/? [53:57<00:00,  2.46it/s]\nEpoch 0: |          | 7953/? [53:57<00:00,  2.46it/s]\nEpoch 0: |          | 7953/? [53:57<00:00,  2.46it/s]\nEpoch 0: |          | 7954/? [53:57<00:00,  2.46it/s]\nEpoch 0: |          | 7954/? [53:57<00:00,  2.46it/s]\nEpoch 0: |          | 7955/? [53:58<00:00,  2.46it/s]\nEpoch 0: |          | 7955/? [53:58<00:00,  2.46it/s]\nEpoch 0: |          | 7956/? [53:58<00:00,  2.46it/s]\nEpoch 0: |          | 7956/? [53:58<00:00,  2.46it/s]\nEpoch 0: |          | 7957/? [53:58<00:00,  2.46it/s]\nEpoch 0: |          | 7957/? [53:58<00:00,  2.46it/s]\nEpoch 0: |          | 7958/? [53:58<00:00,  2.46it/s]\nEpoch 0: |          | 7958/? [53:58<00:00,  2.46it/s]\nEpoch 0: |          | 7959/? [53:59<00:00,  2.46it/s]\nEpoch 0: |          | 7959/? [53:59<00:00,  2.46it/s]\nEpoch 0: |          | 7960/? [53:59<00:00,  2.46it/s]\nEpoch 0: |          | 7960/? [53:59<00:00,  2.46it/s]\nEpoch 0: |          | 7961/? [53:59<00:00,  2.46it/s]\nEpoch 0: |          | 7961/? [53:59<00:00,  2.46it/s]\nEpoch 0: |          | 7962/? [53:59<00:00,  2.46it/s]\nEpoch 0: |          | 7962/? [53:59<00:00,  2.46it/s]\nEpoch 0: |          | 7963/? [54:00<00:00,  2.46it/s]\nEpoch 0: |          | 7963/? [54:00<00:00,  2.46it/s]\nEpoch 0: |          | 7964/? [54:00<00:00,  2.46it/s]\nEpoch 0: |          | 7964/? [54:00<00:00,  2.46it/s]\nEpoch 0: |          | 7965/? [54:00<00:00,  2.46it/s]\nEpoch 0: |          | 7965/? [54:00<00:00,  2.46it/s]\nEpoch 0: |          | 7966/? [54:01<00:00,  2.46it/s]\nEpoch 0: |          | 7966/? [54:01<00:00,  2.46it/s]\nEpoch 0: |          | 7967/? [54:01<00:00,  2.46it/s]\nEpoch 0: |          | 7967/? [54:01<00:00,  2.46it/s]\nEpoch 0: |          | 7968/? [54:01<00:00,  2.46it/s]\nEpoch 0: |          | 7968/? [54:01<00:00,  2.46it/s]\nEpoch 0: |          | 7969/? [54:01<00:00,  2.46it/s]\nEpoch 0: |          | 7969/? [54:01<00:00,  2.46it/s]\nEpoch 0: |          | 7970/? [54:02<00:00,  2.46it/s]\nEpoch 0: |          | 7970/? [54:02<00:00,  2.46it/s]\nEpoch 0: |          | 7971/? [54:02<00:00,  2.46it/s]\nEpoch 0: |          | 7971/? [54:02<00:00,  2.46it/s]\nEpoch 0: |          | 7972/? [54:02<00:00,  2.46it/s]\nEpoch 0: |          | 7972/? [54:02<00:00,  2.46it/s]\nEpoch 0: |          | 7973/? [54:02<00:00,  2.46it/s]\nEpoch 0: |          | 7973/? [54:02<00:00,  2.46it/s]\nEpoch 0: |          | 7974/? [54:03<00:00,  2.46it/s]\nEpoch 0: |          | 7974/? [54:03<00:00,  2.46it/s]\nEpoch 0: |          | 7975/? [54:03<00:00,  2.46it/s]\nEpoch 0: |          | 7975/? [54:03<00:00,  2.46it/s]\nEpoch 0: |          | 7976/? [54:03<00:00,  2.46it/s]\nEpoch 0: |          | 7976/? [54:03<00:00,  2.46it/s]\nEpoch 0: |          | 7977/? [54:04<00:00,  2.46it/s]\nEpoch 0: |          | 7977/? [54:04<00:00,  2.46it/s]\nEpoch 0: |          | 7978/? [54:04<00:00,  2.46it/s]\nEpoch 0: |          | 7978/? [54:04<00:00,  2.46it/s]\nEpoch 0: |          | 7979/? [54:04<00:00,  2.46it/s]\nEpoch 0: |          | 7979/? [54:04<00:00,  2.46it/s]\nEpoch 0: |          | 7980/? [54:04<00:00,  2.46it/s]\nEpoch 0: |          | 7980/? [54:04<00:00,  2.46it/s]\nEpoch 0: |          | 7981/? [54:05<00:00,  2.46it/s]\nEpoch 0: |          | 7981/? [54:05<00:00,  2.46it/s]\nEpoch 0: |          | 7982/? [54:05<00:00,  2.46it/s]\nEpoch 0: |          | 7982/? [54:05<00:00,  2.46it/s]\nEpoch 0: |          | 7983/? [54:05<00:00,  2.46it/s]\nEpoch 0: |          | 7983/? [54:05<00:00,  2.46it/s]\nEpoch 0: |          | 7984/? [54:06<00:00,  2.46it/s]\nEpoch 0: |          | 7984/? [54:06<00:00,  2.46it/s]\nEpoch 0: |          | 7985/? [54:06<00:00,  2.46it/s]\nEpoch 0: |          | 7985/? [54:06<00:00,  2.46it/s]\nEpoch 0: |          | 7986/? [54:06<00:00,  2.46it/s]\nEpoch 0: |          | 7986/? [54:06<00:00,  2.46it/s]\nEpoch 0: |          | 7987/? [54:06<00:00,  2.46it/s]\nEpoch 0: |          | 7987/? [54:06<00:00,  2.46it/s]\nEpoch 0: |          | 7988/? [54:07<00:00,  2.46it/s]\nEpoch 0: |          | 7988/? [54:07<00:00,  2.46it/s]\nEpoch 0: |          | 7989/? [54:07<00:00,  2.46it/s]\nEpoch 0: |          | 7989/? [54:07<00:00,  2.46it/s]\nEpoch 0: |          | 7990/? [54:07<00:00,  2.46it/s]\nEpoch 0: |          | 7990/? [54:07<00:00,  2.46it/s]\nEpoch 0: |          | 7991/? [54:08<00:00,  2.46it/s]\nEpoch 0: |          | 7991/? [54:08<00:00,  2.46it/s]\nEpoch 0: |          | 7992/? [54:08<00:00,  2.46it/s]\nEpoch 0: |          | 7992/? [54:08<00:00,  2.46it/s]\nEpoch 0: |          | 7993/? [54:08<00:00,  2.46it/s]\nEpoch 0: |          | 7993/? [54:08<00:00,  2.46it/s]\nEpoch 0: |          | 7994/? [54:08<00:00,  2.46it/s]\nEpoch 0: |          | 7994/? [54:08<00:00,  2.46it/s]\nEpoch 0: |          | 7995/? [54:09<00:00,  2.46it/s]\nEpoch 0: |          | 7995/? [54:09<00:00,  2.46it/s]\nEpoch 0: |          | 7996/? [54:09<00:00,  2.46it/s]\nEpoch 0: |          | 7996/? [54:09<00:00,  2.46it/s]\nEpoch 0: |          | 7997/? [54:09<00:00,  2.46it/s]\nEpoch 0: |          | 7997/? [54:09<00:00,  2.46it/s]\nEpoch 0: |          | 7998/? [54:09<00:00,  2.46it/s]\nEpoch 0: |          | 7998/? [54:09<00:00,  2.46it/s]\nEpoch 0: |          | 7999/? [54:10<00:00,  2.46it/s]\nEpoch 0: |          | 7999/? [54:10<00:00,  2.46it/s]\nEpoch 0: |          | 8000/? [54:10<00:00,  2.46it/s]\nEpoch 0: |          | 8000/? [54:10<00:00,  2.46it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.66it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.88it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.10it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.56it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 8000/? [54:10<00:00,  2.46it/s]\nEpoch 0: |          | 8001/? [54:11<00:00,  2.46it/s]\nEpoch 0: |          | 8001/? [54:11<00:00,  2.46it/s]\nEpoch 0: |          | 8002/? [54:11<00:00,  2.46it/s]\nEpoch 0: |          | 8002/? [54:11<00:00,  2.46it/s]\nEpoch 0: |          | 8003/? [54:11<00:00,  2.46it/s]\nEpoch 0: |          | 8003/? [54:11<00:00,  2.46it/s]\nEpoch 0: |          | 8004/? [54:11<00:00,  2.46it/s]\nEpoch 0: |          | 8004/? [54:11<00:00,  2.46it/s]\nEpoch 0: |          | 8005/? [54:12<00:00,  2.46it/s]\nEpoch 0: |          | 8005/? [54:12<00:00,  2.46it/s]\nEpoch 0: |          | 8006/? [54:12<00:00,  2.46it/s]\nEpoch 0: |          | 8006/? [54:12<00:00,  2.46it/s]\nEpoch 0: |          | 8007/? [54:12<00:00,  2.46it/s]\nEpoch 0: |          | 8007/? [54:12<00:00,  2.46it/s]\nEpoch 0: |          | 8008/? [54:13<00:00,  2.46it/s]\nEpoch 0: |          | 8008/? [54:13<00:00,  2.46it/s]\nEpoch 0: |          | 8009/? [54:13<00:00,  2.46it/s]\nEpoch 0: |          | 8009/? [54:13<00:00,  2.46it/s]\nEpoch 0: |          | 8010/? [54:13<00:00,  2.46it/s]\nEpoch 0: |          | 8010/? [54:13<00:00,  2.46it/s]\nEpoch 0: |          | 8011/? [54:13<00:00,  2.46it/s]\nEpoch 0: |          | 8011/? [54:13<00:00,  2.46it/s]\nEpoch 0: |          | 8012/? [54:14<00:00,  2.46it/s]\nEpoch 0: |          | 8012/? [54:14<00:00,  2.46it/s]\nEpoch 0: |          | 8013/? [54:14<00:00,  2.46it/s]\nEpoch 0: |          | 8013/? [54:14<00:00,  2.46it/s]\nEpoch 0: |          | 8014/? [54:14<00:00,  2.46it/s]\nEpoch 0: |          | 8014/? [54:14<00:00,  2.46it/s]\nEpoch 0: |          | 8015/? [54:14<00:00,  2.46it/s]\nEpoch 0: |          | 8015/? [54:14<00:00,  2.46it/s]\nEpoch 0: |          | 8016/? [54:15<00:00,  2.46it/s]\nEpoch 0: |          | 8016/? [54:15<00:00,  2.46it/s]\nEpoch 0: |          | 8017/? [54:15<00:00,  2.46it/s]\nEpoch 0: |          | 8017/? [54:15<00:00,  2.46it/s]\nEpoch 0: |          | 8018/? [54:15<00:00,  2.46it/s]\nEpoch 0: |          | 8018/? [54:15<00:00,  2.46it/s]\nEpoch 0: |          | 8019/? [54:16<00:00,  2.46it/s]\nEpoch 0: |          | 8019/? [54:16<00:00,  2.46it/s]\nEpoch 0: |          | 8020/? [54:16<00:00,  2.46it/s]\nEpoch 0: |          | 8020/? [54:16<00:00,  2.46it/s]\nEpoch 0: |          | 8021/? [54:16<00:00,  2.46it/s]\nEpoch 0: |          | 8021/? [54:16<00:00,  2.46it/s]\nEpoch 0: |          | 8022/? [54:16<00:00,  2.46it/s]\nEpoch 0: |          | 8022/? [54:16<00:00,  2.46it/s]\nEpoch 0: |          | 8023/? [54:17<00:00,  2.46it/s]\nEpoch 0: |          | 8023/? [54:17<00:00,  2.46it/s]\nEpoch 0: |          | 8024/? [54:17<00:00,  2.46it/s]\nEpoch 0: |          | 8024/? [54:17<00:00,  2.46it/s]\nEpoch 0: |          | 8025/? [54:17<00:00,  2.46it/s]\nEpoch 0: |          | 8025/? [54:17<00:00,  2.46it/s]\nEpoch 0: |          | 8026/? [54:18<00:00,  2.46it/s]\nEpoch 0: |          | 8026/? [54:18<00:00,  2.46it/s]\nEpoch 0: |          | 8027/? [54:18<00:00,  2.46it/s]\nEpoch 0: |          | 8027/? [54:18<00:00,  2.46it/s]\nEpoch 0: |          | 8028/? [54:18<00:00,  2.46it/s]\nEpoch 0: |          | 8028/? [54:18<00:00,  2.46it/s]\nEpoch 0: |          | 8029/? [54:18<00:00,  2.46it/s]\nEpoch 0: |          | 8029/? [54:18<00:00,  2.46it/s]\nEpoch 0: |          | 8030/? [54:19<00:00,  2.46it/s]\nEpoch 0: |          | 8030/? [54:19<00:00,  2.46it/s]\nEpoch 0: |          | 8031/? [54:19<00:00,  2.46it/s]\nEpoch 0: |          | 8031/? [54:19<00:00,  2.46it/s]\nEpoch 0: |          | 8032/? [54:19<00:00,  2.46it/s]\nEpoch 0: |          | 8032/? [54:19<00:00,  2.46it/s]\nEpoch 0: |          | 8033/? [54:19<00:00,  2.46it/s]\nEpoch 0: |          | 8033/? [54:19<00:00,  2.46it/s]\nEpoch 0: |          | 8034/? [54:20<00:00,  2.46it/s]\nEpoch 0: |          | 8034/? [54:20<00:00,  2.46it/s]\nEpoch 0: |          | 8035/? [54:20<00:00,  2.46it/s]\nEpoch 0: |          | 8035/? [54:20<00:00,  2.46it/s]\nEpoch 0: |          | 8036/? [54:20<00:00,  2.46it/s]\nEpoch 0: |          | 8036/? [54:20<00:00,  2.46it/s]\nEpoch 0: |          | 8037/? [54:21<00:00,  2.46it/s]\nEpoch 0: |          | 8037/? [54:21<00:00,  2.46it/s]\nEpoch 0: |          | 8038/? [54:21<00:00,  2.46it/s]\nEpoch 0: |          | 8038/? [54:21<00:00,  2.46it/s]\nEpoch 0: |          | 8039/? [54:21<00:00,  2.46it/s]\nEpoch 0: |          | 8039/? [54:21<00:00,  2.46it/s]\nEpoch 0: |          | 8040/? [54:21<00:00,  2.46it/s]\nEpoch 0: |          | 8040/? [54:21<00:00,  2.46it/s]\nEpoch 0: |          | 8041/? [54:22<00:00,  2.46it/s]\nEpoch 0: |          | 8041/? [54:22<00:00,  2.46it/s]\nEpoch 0: |          | 8042/? [54:22<00:00,  2.47it/s]\nEpoch 0: |          | 8042/? [54:22<00:00,  2.47it/s]\nEpoch 0: |          | 8043/? [54:22<00:00,  2.47it/s]\nEpoch 0: |          | 8043/? [54:22<00:00,  2.47it/s]\nEpoch 0: |          | 8044/? [54:22<00:00,  2.47it/s]\nEpoch 0: |          | 8044/? [54:22<00:00,  2.47it/s]\nEpoch 0: |          | 8045/? [54:23<00:00,  2.47it/s]\nEpoch 0: |          | 8045/? [54:23<00:00,  2.47it/s]\nEpoch 0: |          | 8046/? [54:23<00:00,  2.47it/s]\nEpoch 0: |          | 8046/? [54:23<00:00,  2.47it/s]\nEpoch 0: |          | 8047/? [54:23<00:00,  2.47it/s]\nEpoch 0: |          | 8047/? [54:23<00:00,  2.47it/s]\nEpoch 0: |          | 8048/? [54:24<00:00,  2.47it/s]\nEpoch 0: |          | 8048/? [54:24<00:00,  2.47it/s]\nEpoch 0: |          | 8049/? [54:24<00:00,  2.47it/s]\nEpoch 0: |          | 8049/? [54:24<00:00,  2.47it/s]\nEpoch 0: |          | 8050/? [54:24<00:00,  2.47it/s]\nEpoch 0: |          | 8050/? [54:24<00:00,  2.47it/s]\nEpoch 0: |          | 8051/? [54:24<00:00,  2.47it/s]\nEpoch 0: |          | 8051/? [54:24<00:00,  2.47it/s]\nEpoch 0: |          | 8052/? [54:25<00:00,  2.47it/s]\nEpoch 0: |          | 8052/? [54:25<00:00,  2.47it/s]\nEpoch 0: |          | 8053/? [54:25<00:00,  2.47it/s]\nEpoch 0: |          | 8053/? [54:25<00:00,  2.47it/s]\nEpoch 0: |          | 8054/? [54:25<00:00,  2.47it/s]\nEpoch 0: |          | 8054/? [54:25<00:00,  2.47it/s]\nEpoch 0: |          | 8055/? [54:25<00:00,  2.47it/s]\nEpoch 0: |          | 8055/? [54:25<00:00,  2.47it/s]\nEpoch 0: |          | 8056/? [54:26<00:00,  2.47it/s]\nEpoch 0: |          | 8056/? [54:26<00:00,  2.47it/s]\nEpoch 0: |          | 8057/? [54:26<00:00,  2.47it/s]\nEpoch 0: |          | 8057/? [54:26<00:00,  2.47it/s]\nEpoch 0: |          | 8058/? [54:26<00:00,  2.47it/s]\nEpoch 0: |          | 8058/? [54:26<00:00,  2.47it/s]\nEpoch 0: |          | 8059/? [54:27<00:00,  2.47it/s]\nEpoch 0: |          | 8059/? [54:27<00:00,  2.47it/s]\nEpoch 0: |          | 8060/? [54:27<00:00,  2.47it/s]\nEpoch 0: |          | 8060/? [54:27<00:00,  2.47it/s]\nEpoch 0: |          | 8061/? [54:27<00:00,  2.47it/s]\nEpoch 0: |          | 8061/? [54:27<00:00,  2.47it/s]\nEpoch 0: |          | 8062/? [54:27<00:00,  2.47it/s]\nEpoch 0: |          | 8062/? [54:27<00:00,  2.47it/s]\nEpoch 0: |          | 8063/? [54:28<00:00,  2.47it/s]\nEpoch 0: |          | 8063/? [54:28<00:00,  2.47it/s]\nEpoch 0: |          | 8064/? [54:28<00:00,  2.47it/s]\nEpoch 0: |          | 8064/? [54:28<00:00,  2.47it/s]\nEpoch 0: |          | 8065/? [54:28<00:00,  2.47it/s]\nEpoch 0: |          | 8065/? [54:28<00:00,  2.47it/s]\nEpoch 0: |          | 8066/? [54:29<00:00,  2.47it/s]\nEpoch 0: |          | 8066/? [54:29<00:00,  2.47it/s]\nEpoch 0: |          | 8067/? [54:29<00:00,  2.47it/s]\nEpoch 0: |          | 8067/? [54:29<00:00,  2.47it/s]\nEpoch 0: |          | 8068/? [54:29<00:00,  2.47it/s]\nEpoch 0: |          | 8068/? [54:29<00:00,  2.47it/s]\nEpoch 0: |          | 8069/? [54:29<00:00,  2.47it/s]\nEpoch 0: |          | 8069/? [54:29<00:00,  2.47it/s]\nEpoch 0: |          | 8070/? [54:30<00:00,  2.47it/s]\nEpoch 0: |          | 8070/? [54:30<00:00,  2.47it/s]\nEpoch 0: |          | 8071/? [54:30<00:00,  2.47it/s]\nEpoch 0: |          | 8071/? [54:30<00:00,  2.47it/s]\nEpoch 0: |          | 8072/? [54:30<00:00,  2.47it/s]\nEpoch 0: |          | 8072/? [54:30<00:00,  2.47it/s]\nEpoch 0: |          | 8073/? [54:30<00:00,  2.47it/s]\nEpoch 0: |          | 8073/? [54:30<00:00,  2.47it/s]\nEpoch 0: |          | 8074/? [54:31<00:00,  2.47it/s]\nEpoch 0: |          | 8074/? [54:31<00:00,  2.47it/s]\nEpoch 0: |          | 8075/? [54:31<00:00,  2.47it/s]\nEpoch 0: |          | 8075/? [54:31<00:00,  2.47it/s]\nEpoch 0: |          | 8076/? [54:31<00:00,  2.47it/s]\nEpoch 0: |          | 8076/? [54:31<00:00,  2.47it/s]\nEpoch 0: |          | 8077/? [54:32<00:00,  2.47it/s]\nEpoch 0: |          | 8077/? [54:32<00:00,  2.47it/s]\nEpoch 0: |          | 8078/? [54:32<00:00,  2.47it/s]\nEpoch 0: |          | 8078/? [54:32<00:00,  2.47it/s]\nEpoch 0: |          | 8079/? [54:32<00:00,  2.47it/s]\nEpoch 0: |          | 8079/? [54:32<00:00,  2.47it/s]\nEpoch 0: |          | 8080/? [54:32<00:00,  2.47it/s]\nEpoch 0: |          | 8080/? [54:32<00:00,  2.47it/s]\nEpoch 0: |          | 8081/? [54:33<00:00,  2.47it/s]\nEpoch 0: |          | 8081/? [54:33<00:00,  2.47it/s]\nEpoch 0: |          | 8082/? [54:33<00:00,  2.47it/s]\nEpoch 0: |          | 8082/? [54:33<00:00,  2.47it/s]\nEpoch 0: |          | 8083/? [54:33<00:00,  2.47it/s]\nEpoch 0: |          | 8083/? [54:33<00:00,  2.47it/s]\nEpoch 0: |          | 8084/? [54:33<00:00,  2.47it/s]\nEpoch 0: |          | 8084/? [54:33<00:00,  2.47it/s]\nEpoch 0: |          | 8085/? [54:34<00:00,  2.47it/s]\nEpoch 0: |          | 8085/? [54:34<00:00,  2.47it/s]\nEpoch 0: |          | 8086/? [54:34<00:00,  2.47it/s]\nEpoch 0: |          | 8086/? [54:34<00:00,  2.47it/s]\nEpoch 0: |          | 8087/? [54:34<00:00,  2.47it/s]\nEpoch 0: |          | 8087/? [54:34<00:00,  2.47it/s]\nEpoch 0: |          | 8088/? [54:35<00:00,  2.47it/s]\nEpoch 0: |          | 8088/? [54:35<00:00,  2.47it/s]\nEpoch 0: |          | 8089/? [54:35<00:00,  2.47it/s]\nEpoch 0: |          | 8089/? [54:35<00:00,  2.47it/s]\nEpoch 0: |          | 8090/? [54:35<00:00,  2.47it/s]\nEpoch 0: |          | 8090/? [54:35<00:00,  2.47it/s]\nEpoch 0: |          | 8091/? [54:35<00:00,  2.47it/s]\nEpoch 0: |          | 8091/? [54:35<00:00,  2.47it/s]\nEpoch 0: |          | 8092/? [54:36<00:00,  2.47it/s]\nEpoch 0: |          | 8092/? [54:36<00:00,  2.47it/s]\nEpoch 0: |          | 8093/? [54:36<00:00,  2.47it/s]\nEpoch 0: |          | 8093/? [54:36<00:00,  2.47it/s]\nEpoch 0: |          | 8094/? [54:36<00:00,  2.47it/s]\nEpoch 0: |          | 8094/? [54:36<00:00,  2.47it/s]\nEpoch 0: |          | 8095/? [54:36<00:00,  2.47it/s]\nEpoch 0: |          | 8095/? [54:36<00:00,  2.47it/s]\nEpoch 0: |          | 8096/? [54:37<00:00,  2.47it/s]\nEpoch 0: |          | 8096/? [54:37<00:00,  2.47it/s]\nEpoch 0: |          | 8097/? [54:37<00:00,  2.47it/s]\nEpoch 0: |          | 8097/? [54:37<00:00,  2.47it/s]\nEpoch 0: |          | 8098/? [54:37<00:00,  2.47it/s]\nEpoch 0: |          | 8098/? [54:37<00:00,  2.47it/s]\nEpoch 0: |          | 8099/? [54:38<00:00,  2.47it/s]\nEpoch 0: |          | 8099/? [54:38<00:00,  2.47it/s]\nEpoch 0: |          | 8100/? [54:38<00:00,  2.47it/s]\nEpoch 0: |          | 8100/? [54:38<00:00,  2.47it/s]\nEpoch 0: |          | 8101/? [54:38<00:00,  2.47it/s]\nEpoch 0: |          | 8101/? [54:38<00:00,  2.47it/s]\nEpoch 0: |          | 8102/? [54:38<00:00,  2.47it/s]\nEpoch 0: |          | 8102/? [54:38<00:00,  2.47it/s]\nEpoch 0: |          | 8103/? [54:39<00:00,  2.47it/s]\nEpoch 0: |          | 8103/? [54:39<00:00,  2.47it/s]\nEpoch 0: |          | 8104/? [54:39<00:00,  2.47it/s]\nEpoch 0: |          | 8104/? [54:39<00:00,  2.47it/s]\nEpoch 0: |          | 8105/? [54:39<00:00,  2.47it/s]\nEpoch 0: |          | 8105/? [54:39<00:00,  2.47it/s]\nEpoch 0: |          | 8106/? [54:40<00:00,  2.47it/s]\nEpoch 0: |          | 8106/? [54:40<00:00,  2.47it/s]\nEpoch 0: |          | 8107/? [54:40<00:00,  2.47it/s]\nEpoch 0: |          | 8107/? [54:40<00:00,  2.47it/s]\nEpoch 0: |          | 8108/? [54:40<00:00,  2.47it/s]\nEpoch 0: |          | 8108/? [54:40<00:00,  2.47it/s]\nEpoch 0: |          | 8109/? [54:40<00:00,  2.47it/s]\nEpoch 0: |          | 8109/? [54:40<00:00,  2.47it/s]\nEpoch 0: |          | 8110/? [54:41<00:00,  2.47it/s]\nEpoch 0: |          | 8110/? [54:41<00:00,  2.47it/s]\nEpoch 0: |          | 8111/? [54:41<00:00,  2.47it/s]\nEpoch 0: |          | 8111/? [54:41<00:00,  2.47it/s]\nEpoch 0: |          | 8112/? [54:41<00:00,  2.47it/s]\nEpoch 0: |          | 8112/? [54:41<00:00,  2.47it/s]\nEpoch 0: |          | 8113/? [54:41<00:00,  2.47it/s]\nEpoch 0: |          | 8113/? [54:41<00:00,  2.47it/s]\nEpoch 0: |          | 8114/? [54:42<00:00,  2.47it/s]\nEpoch 0: |          | 8114/? [54:42<00:00,  2.47it/s]\nEpoch 0: |          | 8115/? [54:42<00:00,  2.47it/s]\nEpoch 0: |          | 8115/? [54:42<00:00,  2.47it/s]\nEpoch 0: |          | 8116/? [54:42<00:00,  2.47it/s]\nEpoch 0: |          | 8116/? [54:42<00:00,  2.47it/s]\nEpoch 0: |          | 8117/? [54:43<00:00,  2.47it/s]\nEpoch 0: |          | 8117/? [54:43<00:00,  2.47it/s]\nEpoch 0: |          | 8118/? [54:43<00:00,  2.47it/s]\nEpoch 0: |          | 8118/? [54:43<00:00,  2.47it/s]\nEpoch 0: |          | 8119/? [54:43<00:00,  2.47it/s]\nEpoch 0: |          | 8119/? [54:43<00:00,  2.47it/s]\nEpoch 0: |          | 8120/? [54:43<00:00,  2.47it/s]\nEpoch 0: |          | 8120/? [54:43<00:00,  2.47it/s]\nEpoch 0: |          | 8121/? [54:44<00:00,  2.47it/s]\nEpoch 0: |          | 8121/? [54:44<00:00,  2.47it/s]\nEpoch 0: |          | 8122/? [54:44<00:00,  2.47it/s]\nEpoch 0: |          | 8122/? [54:44<00:00,  2.47it/s]\nEpoch 0: |          | 8123/? [54:44<00:00,  2.47it/s]\nEpoch 0: |          | 8123/? [54:44<00:00,  2.47it/s]\nEpoch 0: |          | 8124/? [54:44<00:00,  2.47it/s]\nEpoch 0: |          | 8124/? [54:44<00:00,  2.47it/s]\nEpoch 0: |          | 8125/? [54:45<00:00,  2.47it/s]\nEpoch 0: |          | 8125/? [54:45<00:00,  2.47it/s]\nEpoch 0: |          | 8126/? [54:45<00:00,  2.47it/s]\nEpoch 0: |          | 8126/? [54:45<00:00,  2.47it/s]\nEpoch 0: |          | 8127/? [54:45<00:00,  2.47it/s]\nEpoch 0: |          | 8127/? [54:45<00:00,  2.47it/s]\nEpoch 0: |          | 8128/? [54:46<00:00,  2.47it/s]\nEpoch 0: |          | 8128/? [54:46<00:00,  2.47it/s]\nEpoch 0: |          | 8129/? [54:46<00:00,  2.47it/s]\nEpoch 0: |          | 8129/? [54:46<00:00,  2.47it/s]\nEpoch 0: |          | 8130/? [54:46<00:00,  2.47it/s]\nEpoch 0: |          | 8130/? [54:46<00:00,  2.47it/s]\nEpoch 0: |          | 8131/? [54:46<00:00,  2.47it/s]\nEpoch 0: |          | 8131/? [54:46<00:00,  2.47it/s]\nEpoch 0: |          | 8132/? [54:47<00:00,  2.47it/s]\nEpoch 0: |          | 8132/? [54:47<00:00,  2.47it/s]\nEpoch 0: |          | 8133/? [54:47<00:00,  2.47it/s]\nEpoch 0: |          | 8133/? [54:47<00:00,  2.47it/s]\nEpoch 0: |          | 8134/? [54:47<00:00,  2.47it/s]\nEpoch 0: |          | 8134/? [54:47<00:00,  2.47it/s]\nEpoch 0: |          | 8135/? [54:48<00:00,  2.47it/s]\nEpoch 0: |          | 8135/? [54:48<00:00,  2.47it/s]\nEpoch 0: |          | 8136/? [54:48<00:00,  2.47it/s]\nEpoch 0: |          | 8136/? [54:48<00:00,  2.47it/s]\nEpoch 0: |          | 8137/? [54:48<00:00,  2.47it/s]\nEpoch 0: |          | 8137/? [54:48<00:00,  2.47it/s]\nEpoch 0: |          | 8138/? [54:48<00:00,  2.47it/s]\nEpoch 0: |          | 8138/? [54:48<00:00,  2.47it/s]\nEpoch 0: |          | 8139/? [54:49<00:00,  2.47it/s]\nEpoch 0: |          | 8139/? [54:49<00:00,  2.47it/s]\nEpoch 0: |          | 8140/? [54:49<00:00,  2.47it/s]\nEpoch 0: |          | 8140/? [54:49<00:00,  2.47it/s]\nEpoch 0: |          | 8141/? [54:49<00:00,  2.47it/s]\nEpoch 0: |          | 8141/? [54:49<00:00,  2.47it/s]\nEpoch 0: |          | 8142/? [54:49<00:00,  2.47it/s]\nEpoch 0: |          | 8142/? [54:49<00:00,  2.47it/s]\nEpoch 0: |          | 8143/? [54:50<00:00,  2.47it/s]\nEpoch 0: |          | 8143/? [54:50<00:00,  2.47it/s]\nEpoch 0: |          | 8144/? [54:50<00:00,  2.48it/s]\nEpoch 0: |          | 8144/? [54:50<00:00,  2.48it/s]\nEpoch 0: |          | 8145/? [54:50<00:00,  2.48it/s]\nEpoch 0: |          | 8145/? [54:50<00:00,  2.48it/s]\nEpoch 0: |          | 8146/? [54:51<00:00,  2.48it/s]\nEpoch 0: |          | 8146/? [54:51<00:00,  2.48it/s]\nEpoch 0: |          | 8147/? [54:51<00:00,  2.48it/s]\nEpoch 0: |          | 8147/? [54:51<00:00,  2.48it/s]\nEpoch 0: |          | 8148/? [54:51<00:00,  2.48it/s]\nEpoch 0: |          | 8148/? [54:51<00:00,  2.48it/s]\nEpoch 0: |          | 8149/? [54:51<00:00,  2.48it/s]\nEpoch 0: |          | 8149/? [54:51<00:00,  2.48it/s]\nEpoch 0: |          | 8150/? [54:52<00:00,  2.48it/s]\nEpoch 0: |          | 8150/? [54:52<00:00,  2.48it/s]\nEpoch 0: |          | 8151/? [54:52<00:00,  2.48it/s]\nEpoch 0: |          | 8151/? [54:52<00:00,  2.48it/s]\nEpoch 0: |          | 8152/? [54:52<00:00,  2.48it/s]\nEpoch 0: |          | 8152/? [54:52<00:00,  2.48it/s]\nEpoch 0: |          | 8153/? [54:52<00:00,  2.48it/s]\nEpoch 0: |          | 8153/? [54:52<00:00,  2.48it/s]\nEpoch 0: |          | 8154/? [54:53<00:00,  2.48it/s]\nEpoch 0: |          | 8154/? [54:53<00:00,  2.48it/s]\nEpoch 0: |          | 8155/? [54:53<00:00,  2.48it/s]\nEpoch 0: |          | 8155/? [54:53<00:00,  2.48it/s]\nEpoch 0: |          | 8156/? [54:53<00:00,  2.48it/s]\nEpoch 0: |          | 8156/? [54:53<00:00,  2.48it/s]\nEpoch 0: |          | 8157/? [54:54<00:00,  2.48it/s]\nEpoch 0: |          | 8157/? [54:54<00:00,  2.48it/s]\nEpoch 0: |          | 8158/? [54:54<00:00,  2.48it/s]\nEpoch 0: |          | 8158/? [54:54<00:00,  2.48it/s]\nEpoch 0: |          | 8159/? [54:54<00:00,  2.48it/s]\nEpoch 0: |          | 8159/? [54:54<00:00,  2.48it/s]\nEpoch 0: |          | 8160/? [54:54<00:00,  2.48it/s]\nEpoch 0: |          | 8160/? [54:54<00:00,  2.48it/s]\nEpoch 0: |          | 8161/? [54:55<00:00,  2.48it/s]\nEpoch 0: |          | 8161/? [54:55<00:00,  2.48it/s]\nEpoch 0: |          | 8162/? [54:55<00:00,  2.48it/s]\nEpoch 0: |          | 8162/? [54:55<00:00,  2.48it/s]\nEpoch 0: |          | 8163/? [54:55<00:00,  2.48it/s]\nEpoch 0: |          | 8163/? [54:55<00:00,  2.48it/s]\nEpoch 0: |          | 8164/? [54:55<00:00,  2.48it/s]\nEpoch 0: |          | 8164/? [54:55<00:00,  2.48it/s]\nEpoch 0: |          | 8165/? [54:56<00:00,  2.48it/s]\nEpoch 0: |          | 8165/? [54:56<00:00,  2.48it/s]\nEpoch 0: |          | 8166/? [54:56<00:00,  2.48it/s]\nEpoch 0: |          | 8166/? [54:56<00:00,  2.48it/s]\nEpoch 0: |          | 8167/? [54:56<00:00,  2.48it/s]\nEpoch 0: |          | 8167/? [54:56<00:00,  2.48it/s]\nEpoch 0: |          | 8168/? [54:57<00:00,  2.48it/s]\nEpoch 0: |          | 8168/? [54:57<00:00,  2.48it/s]\nEpoch 0: |          | 8169/? [54:57<00:00,  2.48it/s]\nEpoch 0: |          | 8169/? [54:57<00:00,  2.48it/s]\nEpoch 0: |          | 8170/? [54:57<00:00,  2.48it/s]\nEpoch 0: |          | 8170/? [54:57<00:00,  2.48it/s]\nEpoch 0: |          | 8171/? [54:57<00:00,  2.48it/s]\nEpoch 0: |          | 8171/? [54:57<00:00,  2.48it/s]\nEpoch 0: |          | 8172/? [54:58<00:00,  2.48it/s]\nEpoch 0: |          | 8172/? [54:58<00:00,  2.48it/s]\nEpoch 0: |          | 8173/? [54:58<00:00,  2.48it/s]\nEpoch 0: |          | 8173/? [54:58<00:00,  2.48it/s]\nEpoch 0: |          | 8174/? [54:58<00:00,  2.48it/s]\nEpoch 0: |          | 8174/? [54:58<00:00,  2.48it/s]\nEpoch 0: |          | 8175/? [54:59<00:00,  2.48it/s]\nEpoch 0: |          | 8175/? [54:59<00:00,  2.48it/s]\nEpoch 0: |          | 8176/? [54:59<00:00,  2.48it/s]\nEpoch 0: |          | 8176/? [54:59<00:00,  2.48it/s]\nEpoch 0: |          | 8177/? [54:59<00:00,  2.48it/s]\nEpoch 0: |          | 8177/? [54:59<00:00,  2.48it/s]\nEpoch 0: |          | 8178/? [54:59<00:00,  2.48it/s]\nEpoch 0: |          | 8178/? [54:59<00:00,  2.48it/s]\nEpoch 0: |          | 8179/? [55:00<00:00,  2.48it/s]\nEpoch 0: |          | 8179/? [55:00<00:00,  2.48it/s]\nEpoch 0: |          | 8180/? [55:00<00:00,  2.48it/s]\nEpoch 0: |          | 8180/? [55:00<00:00,  2.48it/s]\nEpoch 0: |          | 8181/? [55:00<00:00,  2.48it/s]\nEpoch 0: |          | 8181/? [55:00<00:00,  2.48it/s]\nEpoch 0: |          | 8182/? [55:01<00:00,  2.48it/s]\nEpoch 0: |          | 8182/? [55:01<00:00,  2.48it/s]\nEpoch 0: |          | 8183/? [55:01<00:00,  2.48it/s]\nEpoch 0: |          | 8183/? [55:01<00:00,  2.48it/s]\nEpoch 0: |          | 8184/? [55:01<00:00,  2.48it/s]\nEpoch 0: |          | 8184/? [55:01<00:00,  2.48it/s]\nEpoch 0: |          | 8185/? [55:01<00:00,  2.48it/s]\nEpoch 0: |          | 8185/? [55:01<00:00,  2.48it/s]\nEpoch 0: |          | 8186/? [55:02<00:00,  2.48it/s]\nEpoch 0: |          | 8186/? [55:02<00:00,  2.48it/s]\nEpoch 0: |          | 8187/? [55:02<00:00,  2.48it/s]\nEpoch 0: |          | 8187/? [55:02<00:00,  2.48it/s]\nEpoch 0: |          | 8188/? [55:02<00:00,  2.48it/s]\nEpoch 0: |          | 8188/? [55:02<00:00,  2.48it/s]\nEpoch 0: |          | 8189/? [55:02<00:00,  2.48it/s]\nEpoch 0: |          | 8189/? [55:02<00:00,  2.48it/s]\nEpoch 0: |          | 8190/? [55:03<00:00,  2.48it/s]\nEpoch 0: |          | 8190/? [55:03<00:00,  2.48it/s]\nEpoch 0: |          | 8191/? [55:03<00:00,  2.48it/s]\nEpoch 0: |          | 8191/? [55:03<00:00,  2.48it/s]\nEpoch 0: |          | 8192/? [55:03<00:00,  2.48it/s]\nEpoch 0: |          | 8192/? [55:03<00:00,  2.48it/s]\nEpoch 0: |          | 8193/? [55:04<00:00,  2.48it/s]\nEpoch 0: |          | 8193/? [55:04<00:00,  2.48it/s]\nEpoch 0: |          | 8194/? [55:04<00:00,  2.48it/s]\nEpoch 0: |          | 8194/? [55:04<00:00,  2.48it/s]\nEpoch 0: |          | 8195/? [55:04<00:00,  2.48it/s]\nEpoch 0: |          | 8195/? [55:04<00:00,  2.48it/s]\nEpoch 0: |          | 8196/? [55:04<00:00,  2.48it/s]\nEpoch 0: |          | 8196/? [55:04<00:00,  2.48it/s]\nEpoch 0: |          | 8197/? [55:05<00:00,  2.48it/s]\nEpoch 0: |          | 8197/? [55:05<00:00,  2.48it/s]\nEpoch 0: |          | 8198/? [55:05<00:00,  2.48it/s]\nEpoch 0: |          | 8198/? [55:05<00:00,  2.48it/s]\nEpoch 0: |          | 8199/? [55:05<00:00,  2.48it/s]\nEpoch 0: |          | 8199/? [55:05<00:00,  2.48it/s]\nEpoch 0: |          | 8200/? [55:05<00:00,  2.48it/s]\nEpoch 0: |          | 8200/? [55:05<00:00,  2.48it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.06it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.13it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.90it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.56it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 8200/? [55:06<00:00,  2.48it/s]\nEpoch 0: |          | 8201/? [55:06<00:00,  2.48it/s]\nEpoch 0: |          | 8201/? [55:06<00:00,  2.48it/s]\nEpoch 0: |          | 8202/? [55:06<00:00,  2.48it/s]\nEpoch 0: |          | 8202/? [55:06<00:00,  2.48it/s]\nEpoch 0: |          | 8203/? [55:07<00:00,  2.48it/s]\nEpoch 0: |          | 8203/? [55:07<00:00,  2.48it/s]\nEpoch 0: |          | 8204/? [55:07<00:00,  2.48it/s]\nEpoch 0: |          | 8204/? [55:07<00:00,  2.48it/s]\nEpoch 0: |          | 8205/? [55:07<00:00,  2.48it/s]\nEpoch 0: |          | 8205/? [55:07<00:00,  2.48it/s]\nEpoch 0: |          | 8206/? [55:07<00:00,  2.48it/s]\nEpoch 0: |          | 8206/? [55:07<00:00,  2.48it/s]\nEpoch 0: |          | 8207/? [55:08<00:00,  2.48it/s]\nEpoch 0: |          | 8207/? [55:08<00:00,  2.48it/s]\nEpoch 0: |          | 8208/? [55:08<00:00,  2.48it/s]\nEpoch 0: |          | 8208/? [55:08<00:00,  2.48it/s]\nEpoch 0: |          | 8209/? [55:08<00:00,  2.48it/s]\nEpoch 0: |          | 8209/? [55:08<00:00,  2.48it/s]\nEpoch 0: |          | 8210/? [55:09<00:00,  2.48it/s]\nEpoch 0: |          | 8210/? [55:09<00:00,  2.48it/s]\nEpoch 0: |          | 8211/? [55:09<00:00,  2.48it/s]\nEpoch 0: |          | 8211/? [55:09<00:00,  2.48it/s]\nEpoch 0: |          | 8212/? [55:09<00:00,  2.48it/s]\nEpoch 0: |          | 8212/? [55:09<00:00,  2.48it/s]\nEpoch 0: |          | 8213/? [55:09<00:00,  2.48it/s]\nEpoch 0: |          | 8213/? [55:09<00:00,  2.48it/s]\nEpoch 0: |          | 8214/? [55:10<00:00,  2.48it/s]\nEpoch 0: |          | 8214/? [55:10<00:00,  2.48it/s]\nEpoch 0: |          | 8215/? [55:10<00:00,  2.48it/s]\nEpoch 0: |          | 8215/? [55:10<00:00,  2.48it/s]\nEpoch 0: |          | 8216/? [55:10<00:00,  2.48it/s]\nEpoch 0: |          | 8216/? [55:10<00:00,  2.48it/s]\nEpoch 0: |          | 8217/? [55:10<00:00,  2.48it/s]\nEpoch 0: |          | 8217/? [55:10<00:00,  2.48it/s]\nEpoch 0: |          | 8218/? [55:11<00:00,  2.48it/s]\nEpoch 0: |          | 8218/? [55:11<00:00,  2.48it/s]\nEpoch 0: |          | 8219/? [55:11<00:00,  2.48it/s]\nEpoch 0: |          | 8219/? [55:11<00:00,  2.48it/s]\nEpoch 0: |          | 8220/? [55:11<00:00,  2.48it/s]\nEpoch 0: |          | 8220/? [55:11<00:00,  2.48it/s]\nEpoch 0: |          | 8221/? [55:12<00:00,  2.48it/s]\nEpoch 0: |          | 8221/? [55:12<00:00,  2.48it/s]\nEpoch 0: |          | 8222/? [55:12<00:00,  2.48it/s]\nEpoch 0: |          | 8222/? [55:12<00:00,  2.48it/s]\nEpoch 0: |          | 8223/? [55:12<00:00,  2.48it/s]\nEpoch 0: |          | 8223/? [55:12<00:00,  2.48it/s]\nEpoch 0: |          | 8224/? [55:12<00:00,  2.48it/s]\nEpoch 0: |          | 8224/? [55:12<00:00,  2.48it/s]\nEpoch 0: |          | 8225/? [55:13<00:00,  2.48it/s]\nEpoch 0: |          | 8225/? [55:13<00:00,  2.48it/s]\nEpoch 0: |          | 8226/? [55:13<00:00,  2.48it/s]\nEpoch 0: |          | 8226/? [55:13<00:00,  2.48it/s]\nEpoch 0: |          | 8227/? [55:13<00:00,  2.48it/s]\nEpoch 0: |          | 8227/? [55:13<00:00,  2.48it/s]\nEpoch 0: |          | 8228/? [55:13<00:00,  2.48it/s]\nEpoch 0: |          | 8228/? [55:13<00:00,  2.48it/s]\nEpoch 0: |          | 8229/? [55:14<00:00,  2.48it/s]\nEpoch 0: |          | 8229/? [55:14<00:00,  2.48it/s]\nEpoch 0: |          | 8230/? [55:14<00:00,  2.48it/s]\nEpoch 0: |          | 8230/? [55:14<00:00,  2.48it/s]\nEpoch 0: |          | 8231/? [55:14<00:00,  2.48it/s]\nEpoch 0: |          | 8231/? [55:14<00:00,  2.48it/s]\nEpoch 0: |          | 8232/? [55:15<00:00,  2.48it/s]\nEpoch 0: |          | 8232/? [55:15<00:00,  2.48it/s]\nEpoch 0: |          | 8233/? [55:15<00:00,  2.48it/s]\nEpoch 0: |          | 8233/? [55:15<00:00,  2.48it/s]\nEpoch 0: |          | 8234/? [55:15<00:00,  2.48it/s]\nEpoch 0: |          | 8234/? [55:15<00:00,  2.48it/s]\nEpoch 0: |          | 8235/? [55:15<00:00,  2.48it/s]\nEpoch 0: |          | 8235/? [55:15<00:00,  2.48it/s]\nEpoch 0: |          | 8236/? [55:16<00:00,  2.48it/s]\nEpoch 0: |          | 8236/? [55:16<00:00,  2.48it/s]\nEpoch 0: |          | 8237/? [55:16<00:00,  2.48it/s]\nEpoch 0: |          | 8237/? [55:16<00:00,  2.48it/s]\nEpoch 0: |          | 8238/? [55:16<00:00,  2.48it/s]\nEpoch 0: |          | 8238/? [55:16<00:00,  2.48it/s]\nEpoch 0: |          | 8239/? [55:16<00:00,  2.48it/s]\nEpoch 0: |          | 8239/? [55:16<00:00,  2.48it/s]\nEpoch 0: |          | 8240/? [55:17<00:00,  2.48it/s]\nEpoch 0: |          | 8240/? [55:17<00:00,  2.48it/s]\nEpoch 0: |          | 8241/? [55:17<00:00,  2.48it/s]\nEpoch 0: |          | 8241/? [55:17<00:00,  2.48it/s]\nEpoch 0: |          | 8242/? [55:17<00:00,  2.48it/s]\nEpoch 0: |          | 8242/? [55:17<00:00,  2.48it/s]\nEpoch 0: |          | 8243/? [55:18<00:00,  2.48it/s]\nEpoch 0: |          | 8243/? [55:18<00:00,  2.48it/s]\nEpoch 0: |          | 8244/? [55:18<00:00,  2.48it/s]\nEpoch 0: |          | 8244/? [55:18<00:00,  2.48it/s]\nEpoch 0: |          | 8245/? [55:18<00:00,  2.48it/s]\nEpoch 0: |          | 8245/? [55:18<00:00,  2.48it/s]\nEpoch 0: |          | 8246/? [55:18<00:00,  2.48it/s]\nEpoch 0: |          | 8246/? [55:18<00:00,  2.48it/s]\nEpoch 0: |          | 8247/? [55:19<00:00,  2.48it/s]\nEpoch 0: |          | 8247/? [55:19<00:00,  2.48it/s]\nEpoch 0: |          | 8248/? [55:19<00:00,  2.48it/s]\nEpoch 0: |          | 8248/? [55:19<00:00,  2.48it/s]\nEpoch 0: |          | 8249/? [55:19<00:00,  2.48it/s]\nEpoch 0: |          | 8249/? [55:19<00:00,  2.48it/s]\nEpoch 0: |          | 8250/? [55:20<00:00,  2.48it/s]\nEpoch 0: |          | 8250/? [55:20<00:00,  2.48it/s]\nEpoch 0: |          | 8251/? [55:20<00:00,  2.49it/s]\nEpoch 0: |          | 8251/? [55:20<00:00,  2.49it/s]\nEpoch 0: |          | 8252/? [55:20<00:00,  2.49it/s]\nEpoch 0: |          | 8252/? [55:20<00:00,  2.49it/s]\nEpoch 0: |          | 8253/? [55:20<00:00,  2.49it/s]\nEpoch 0: |          | 8253/? [55:20<00:00,  2.49it/s]\nEpoch 0: |          | 8254/? [55:21<00:00,  2.49it/s]\nEpoch 0: |          | 8254/? [55:21<00:00,  2.49it/s]\nEpoch 0: |          | 8255/? [55:21<00:00,  2.49it/s]\nEpoch 0: |          | 8255/? [55:21<00:00,  2.49it/s]\nEpoch 0: |          | 8256/? [55:21<00:00,  2.49it/s]\nEpoch 0: |          | 8256/? [55:21<00:00,  2.49it/s]\nEpoch 0: |          | 8257/? [55:21<00:00,  2.49it/s]\nEpoch 0: |          | 8257/? [55:21<00:00,  2.49it/s]\nEpoch 0: |          | 8258/? [55:22<00:00,  2.49it/s]\nEpoch 0: |          | 8258/? [55:22<00:00,  2.49it/s]\nEpoch 0: |          | 8259/? [55:22<00:00,  2.49it/s]\nEpoch 0: |          | 8259/? [55:22<00:00,  2.49it/s]\nEpoch 0: |          | 8260/? [55:22<00:00,  2.49it/s]\nEpoch 0: |          | 8260/? [55:22<00:00,  2.49it/s]\nEpoch 0: |          | 8261/? [55:22<00:00,  2.49it/s]\nEpoch 0: |          | 8261/? [55:22<00:00,  2.49it/s]\nEpoch 0: |          | 8262/? [55:23<00:00,  2.49it/s]\nEpoch 0: |          | 8262/? [55:23<00:00,  2.49it/s]\nEpoch 0: |          | 8263/? [55:23<00:00,  2.49it/s]\nEpoch 0: |          | 8263/? [55:23<00:00,  2.49it/s]\nEpoch 0: |          | 8264/? [55:23<00:00,  2.49it/s]\nEpoch 0: |          | 8264/? [55:23<00:00,  2.49it/s]\nEpoch 0: |          | 8265/? [55:24<00:00,  2.49it/s]\nEpoch 0: |          | 8265/? [55:24<00:00,  2.49it/s]\nEpoch 0: |          | 8266/? [55:24<00:00,  2.49it/s]\nEpoch 0: |          | 8266/? [55:24<00:00,  2.49it/s]\nEpoch 0: |          | 8267/? [55:24<00:00,  2.49it/s]\nEpoch 0: |          | 8267/? [55:24<00:00,  2.49it/s]\nEpoch 0: |          | 8268/? [55:24<00:00,  2.49it/s]\nEpoch 0: |          | 8268/? [55:24<00:00,  2.49it/s]\nEpoch 0: |          | 8269/? [55:25<00:00,  2.49it/s]\nEpoch 0: |          | 8269/? [55:25<00:00,  2.49it/s]\nEpoch 0: |          | 8270/? [55:25<00:00,  2.49it/s]\nEpoch 0: |          | 8270/? [55:25<00:00,  2.49it/s]\nEpoch 0: |          | 8271/? [55:25<00:00,  2.49it/s]\nEpoch 0: |          | 8271/? [55:25<00:00,  2.49it/s]\nEpoch 0: |          | 8272/? [55:25<00:00,  2.49it/s]\nEpoch 0: |          | 8272/? [55:25<00:00,  2.49it/s]\nEpoch 0: |          | 8273/? [55:26<00:00,  2.49it/s]\nEpoch 0: |          | 8273/? [55:26<00:00,  2.49it/s]\nEpoch 0: |          | 8274/? [55:26<00:00,  2.49it/s]\nEpoch 0: |          | 8274/? [55:26<00:00,  2.49it/s]\nEpoch 0: |          | 8275/? [55:26<00:00,  2.49it/s]\nEpoch 0: |          | 8275/? [55:26<00:00,  2.49it/s]\nEpoch 0: |          | 8276/? [55:27<00:00,  2.49it/s]\nEpoch 0: |          | 8276/? [55:27<00:00,  2.49it/s]\nEpoch 0: |          | 8277/? [55:27<00:00,  2.49it/s]\nEpoch 0: |          | 8277/? [55:27<00:00,  2.49it/s]\nEpoch 0: |          | 8278/? [55:27<00:00,  2.49it/s]\nEpoch 0: |          | 8278/? [55:27<00:00,  2.49it/s]\nEpoch 0: |          | 8279/? [55:27<00:00,  2.49it/s]\nEpoch 0: |          | 8279/? [55:27<00:00,  2.49it/s]\nEpoch 0: |          | 8280/? [55:28<00:00,  2.49it/s]\nEpoch 0: |          | 8280/? [55:28<00:00,  2.49it/s]\nEpoch 0: |          | 8281/? [55:28<00:00,  2.49it/s]\nEpoch 0: |          | 8281/? [55:28<00:00,  2.49it/s]\nEpoch 0: |          | 8282/? [55:28<00:00,  2.49it/s]\nEpoch 0: |          | 8282/? [55:28<00:00,  2.49it/s]\nEpoch 0: |          | 8283/? [55:29<00:00,  2.49it/s]\nEpoch 0: |          | 8283/? [55:29<00:00,  2.49it/s]\nEpoch 0: |          | 8284/? [55:29<00:00,  2.49it/s]\nEpoch 0: |          | 8284/? [55:29<00:00,  2.49it/s]\nEpoch 0: |          | 8285/? [55:29<00:00,  2.49it/s]\nEpoch 0: |          | 8285/? [55:29<00:00,  2.49it/s]\nEpoch 0: |          | 8286/? [55:29<00:00,  2.49it/s]\nEpoch 0: |          | 8286/? [55:29<00:00,  2.49it/s]\nEpoch 0: |          | 8287/? [55:30<00:00,  2.49it/s]\nEpoch 0: |          | 8287/? [55:30<00:00,  2.49it/s]\nEpoch 0: |          | 8288/? [55:30<00:00,  2.49it/s]\nEpoch 0: |          | 8288/? [55:30<00:00,  2.49it/s]\nEpoch 0: |          | 8289/? [55:30<00:00,  2.49it/s]\nEpoch 0: |          | 8289/? [55:30<00:00,  2.49it/s]\nEpoch 0: |          | 8290/? [55:30<00:00,  2.49it/s]\nEpoch 0: |          | 8290/? [55:30<00:00,  2.49it/s]\nEpoch 0: |          | 8291/? [55:31<00:00,  2.49it/s]\nEpoch 0: |          | 8291/? [55:31<00:00,  2.49it/s]\nEpoch 0: |          | 8292/? [55:31<00:00,  2.49it/s]\nEpoch 0: |          | 8292/? [55:31<00:00,  2.49it/s]\nEpoch 0: |          | 8293/? [55:31<00:00,  2.49it/s]\nEpoch 0: |          | 8293/? [55:31<00:00,  2.49it/s]\nEpoch 0: |          | 8294/? [55:32<00:00,  2.49it/s]\nEpoch 0: |          | 8294/? [55:32<00:00,  2.49it/s]\nEpoch 0: |          | 8295/? [55:32<00:00,  2.49it/s]\nEpoch 0: |          | 8295/? [55:32<00:00,  2.49it/s]\nEpoch 0: |          | 8296/? [55:32<00:00,  2.49it/s]\nEpoch 0: |          | 8296/? [55:32<00:00,  2.49it/s]\nEpoch 0: |          | 8297/? [55:32<00:00,  2.49it/s]\nEpoch 0: |          | 8297/? [55:32<00:00,  2.49it/s]\nEpoch 0: |          | 8298/? [55:33<00:00,  2.49it/s]\nEpoch 0: |          | 8298/? [55:33<00:00,  2.49it/s]\nEpoch 0: |          | 8299/? [55:33<00:00,  2.49it/s]\nEpoch 0: |          | 8299/? [55:33<00:00,  2.49it/s]\nEpoch 0: |          | 8300/? [55:33<00:00,  2.49it/s]\nEpoch 0: |          | 8300/? [55:33<00:00,  2.49it/s]\nEpoch 0: |          | 8301/? [55:33<00:00,  2.49it/s]\nEpoch 0: |          | 8301/? [55:33<00:00,  2.49it/s]\nEpoch 0: |          | 8302/? [55:34<00:00,  2.49it/s]\nEpoch 0: |          | 8302/? [55:34<00:00,  2.49it/s]\nEpoch 0: |          | 8303/? [55:34<00:00,  2.49it/s]\nEpoch 0: |          | 8303/? [55:34<00:00,  2.49it/s]\nEpoch 0: |          | 8304/? [55:34<00:00,  2.49it/s]\nEpoch 0: |          | 8304/? [55:34<00:00,  2.49it/s]\nEpoch 0: |          | 8305/? [55:35<00:00,  2.49it/s]\nEpoch 0: |          | 8305/? [55:35<00:00,  2.49it/s]\nEpoch 0: |          | 8306/? [55:35<00:00,  2.49it/s]\nEpoch 0: |          | 8306/? [55:35<00:00,  2.49it/s]\nEpoch 0: |          | 8307/? [55:35<00:00,  2.49it/s]\nEpoch 0: |          | 8307/? [55:35<00:00,  2.49it/s]\nEpoch 0: |          | 8308/? [55:35<00:00,  2.49it/s]\nEpoch 0: |          | 8308/? [55:35<00:00,  2.49it/s]\nEpoch 0: |          | 8309/? [55:36<00:00,  2.49it/s]\nEpoch 0: |          | 8309/? [55:36<00:00,  2.49it/s]\nEpoch 0: |          | 8310/? [55:36<00:00,  2.49it/s]\nEpoch 0: |          | 8310/? [55:36<00:00,  2.49it/s]\nEpoch 0: |          | 8311/? [55:36<00:00,  2.49it/s]\nEpoch 0: |          | 8311/? [55:36<00:00,  2.49it/s]\nEpoch 0: |          | 8312/? [55:36<00:00,  2.49it/s]\nEpoch 0: |          | 8312/? [55:36<00:00,  2.49it/s]\nEpoch 0: |          | 8313/? [55:37<00:00,  2.49it/s]\nEpoch 0: |          | 8313/? [55:37<00:00,  2.49it/s]\nEpoch 0: |          | 8314/? [55:37<00:00,  2.49it/s]\nEpoch 0: |          | 8314/? [55:37<00:00,  2.49it/s]\nEpoch 0: |          | 8315/? [55:37<00:00,  2.49it/s]\nEpoch 0: |          | 8315/? [55:37<00:00,  2.49it/s]\nEpoch 0: |          | 8316/? [55:38<00:00,  2.49it/s]\nEpoch 0: |          | 8316/? [55:38<00:00,  2.49it/s]\nEpoch 0: |          | 8317/? [55:38<00:00,  2.49it/s]\nEpoch 0: |          | 8317/? [55:38<00:00,  2.49it/s]\nEpoch 0: |          | 8318/? [55:38<00:00,  2.49it/s]\nEpoch 0: |          | 8318/? [55:38<00:00,  2.49it/s]\nEpoch 0: |          | 8319/? [55:38<00:00,  2.49it/s]\nEpoch 0: |          | 8319/? [55:38<00:00,  2.49it/s]\nEpoch 0: |          | 8320/? [55:39<00:00,  2.49it/s]\nEpoch 0: |          | 8320/? [55:39<00:00,  2.49it/s]\nEpoch 0: |          | 8321/? [55:39<00:00,  2.49it/s]\nEpoch 0: |          | 8321/? [55:39<00:00,  2.49it/s]\nEpoch 0: |          | 8322/? [55:39<00:00,  2.49it/s]\nEpoch 0: |          | 8322/? [55:39<00:00,  2.49it/s]\nEpoch 0: |          | 8323/? [55:40<00:00,  2.49it/s]\nEpoch 0: |          | 8323/? [55:40<00:00,  2.49it/s]\nEpoch 0: |          | 8324/? [55:40<00:00,  2.49it/s]\nEpoch 0: |          | 8324/? [55:40<00:00,  2.49it/s]\nEpoch 0: |          | 8325/? [55:40<00:00,  2.49it/s]\nEpoch 0: |          | 8325/? [55:40<00:00,  2.49it/s]\nEpoch 0: |          | 8326/? [55:40<00:00,  2.49it/s]\nEpoch 0: |          | 8326/? [55:40<00:00,  2.49it/s]\nEpoch 0: |          | 8327/? [55:41<00:00,  2.49it/s]\nEpoch 0: |          | 8327/? [55:41<00:00,  2.49it/s]\nEpoch 0: |          | 8328/? [55:41<00:00,  2.49it/s]\nEpoch 0: |          | 8328/? [55:41<00:00,  2.49it/s]\nEpoch 0: |          | 8329/? [55:41<00:00,  2.49it/s]\nEpoch 0: |          | 8329/? [55:41<00:00,  2.49it/s]\nEpoch 0: |          | 8330/? [55:41<00:00,  2.49it/s]\nEpoch 0: |          | 8330/? [55:41<00:00,  2.49it/s]\nEpoch 0: |          | 8331/? [55:42<00:00,  2.49it/s]\nEpoch 0: |          | 8331/? [55:42<00:00,  2.49it/s]\nEpoch 0: |          | 8332/? [55:42<00:00,  2.49it/s]\nEpoch 0: |          | 8332/? [55:42<00:00,  2.49it/s]\nEpoch 0: |          | 8333/? [55:42<00:00,  2.49it/s]\nEpoch 0: |          | 8333/? [55:42<00:00,  2.49it/s]\nEpoch 0: |          | 8334/? [55:43<00:00,  2.49it/s]\nEpoch 0: |          | 8334/? [55:43<00:00,  2.49it/s]\nEpoch 0: |          | 8335/? [55:43<00:00,  2.49it/s]\nEpoch 0: |          | 8335/? [55:43<00:00,  2.49it/s]\nEpoch 0: |          | 8336/? [55:43<00:00,  2.49it/s]\nEpoch 0: |          | 8336/? [55:43<00:00,  2.49it/s]\nEpoch 0: |          | 8337/? [55:43<00:00,  2.49it/s]\nEpoch 0: |          | 8337/? [55:43<00:00,  2.49it/s]\nEpoch 0: |          | 8338/? [55:44<00:00,  2.49it/s]\nEpoch 0: |          | 8338/? [55:44<00:00,  2.49it/s]\nEpoch 0: |          | 8339/? [55:44<00:00,  2.49it/s]\nEpoch 0: |          | 8339/? [55:44<00:00,  2.49it/s]\nEpoch 0: |          | 8340/? [55:44<00:00,  2.49it/s]\nEpoch 0: |          | 8340/? [55:44<00:00,  2.49it/s]\nEpoch 0: |          | 8341/? [55:45<00:00,  2.49it/s]\nEpoch 0: |          | 8341/? [55:45<00:00,  2.49it/s]\nEpoch 0: |          | 8342/? [55:45<00:00,  2.49it/s]\nEpoch 0: |          | 8342/? [55:45<00:00,  2.49it/s]\nEpoch 0: |          | 8343/? [55:45<00:00,  2.49it/s]\nEpoch 0: |          | 8343/? [55:45<00:00,  2.49it/s]\nEpoch 0: |          | 8344/? [55:45<00:00,  2.49it/s]\nEpoch 0: |          | 8344/? [55:45<00:00,  2.49it/s]\nEpoch 0: |          | 8345/? [55:46<00:00,  2.49it/s]\nEpoch 0: |          | 8345/? [55:46<00:00,  2.49it/s]\nEpoch 0: |          | 8346/? [55:46<00:00,  2.49it/s]\nEpoch 0: |          | 8346/? [55:46<00:00,  2.49it/s]\nEpoch 0: |          | 8347/? [55:46<00:00,  2.49it/s]\nEpoch 0: |          | 8347/? [55:46<00:00,  2.49it/s]\nEpoch 0: |          | 8348/? [55:47<00:00,  2.49it/s]\nEpoch 0: |          | 8348/? [55:47<00:00,  2.49it/s]\nEpoch 0: |          | 8349/? [55:47<00:00,  2.49it/s]\nEpoch 0: |          | 8349/? [55:47<00:00,  2.49it/s]\nEpoch 0: |          | 8350/? [55:47<00:00,  2.49it/s]\nEpoch 0: |          | 8350/? [55:47<00:00,  2.49it/s]\nEpoch 0: |          | 8351/? [55:47<00:00,  2.49it/s]\nEpoch 0: |          | 8351/? [55:47<00:00,  2.49it/s]\nEpoch 0: |          | 8352/? [55:48<00:00,  2.49it/s]\nEpoch 0: |          | 8352/? [55:48<00:00,  2.49it/s]\nEpoch 0: |          | 8353/? [55:48<00:00,  2.49it/s]\nEpoch 0: |          | 8353/? [55:48<00:00,  2.49it/s]\nEpoch 0: |          | 8354/? [55:48<00:00,  2.49it/s]\nEpoch 0: |          | 8354/? [55:48<00:00,  2.49it/s]\nEpoch 0: |          | 8355/? [55:48<00:00,  2.49it/s]\nEpoch 0: |          | 8355/? [55:48<00:00,  2.49it/s]\nEpoch 0: |          | 8356/? [55:49<00:00,  2.49it/s]\nEpoch 0: |          | 8356/? [55:49<00:00,  2.49it/s]\nEpoch 0: |          | 8357/? [55:49<00:00,  2.49it/s]\nEpoch 0: |          | 8357/? [55:49<00:00,  2.49it/s]\nEpoch 0: |          | 8358/? [55:49<00:00,  2.50it/s]\nEpoch 0: |          | 8358/? [55:49<00:00,  2.50it/s]\nEpoch 0: |          | 8359/? [55:50<00:00,  2.50it/s]\nEpoch 0: |          | 8359/? [55:50<00:00,  2.50it/s]\nEpoch 0: |          | 8360/? [55:50<00:00,  2.50it/s]\nEpoch 0: |          | 8360/? [55:50<00:00,  2.50it/s]\nEpoch 0: |          | 8361/? [55:50<00:00,  2.50it/s]\nEpoch 0: |          | 8361/? [55:50<00:00,  2.50it/s]\nEpoch 0: |          | 8362/? [55:50<00:00,  2.50it/s]\nEpoch 0: |          | 8362/? [55:50<00:00,  2.50it/s]\nEpoch 0: |          | 8363/? [55:51<00:00,  2.50it/s]\nEpoch 0: |          | 8363/? [55:51<00:00,  2.50it/s]\nEpoch 0: |          | 8364/? [55:51<00:00,  2.50it/s]\nEpoch 0: |          | 8364/? [55:51<00:00,  2.50it/s]\nEpoch 0: |          | 8365/? [55:51<00:00,  2.50it/s]\nEpoch 0: |          | 8365/? [55:51<00:00,  2.50it/s]\nEpoch 0: |          | 8366/? [55:52<00:00,  2.50it/s]\nEpoch 0: |          | 8366/? [55:52<00:00,  2.50it/s]\nEpoch 0: |          | 8367/? [55:52<00:00,  2.50it/s]\nEpoch 0: |          | 8367/? [55:52<00:00,  2.50it/s]\nEpoch 0: |          | 8368/? [55:52<00:00,  2.50it/s]\nEpoch 0: |          | 8368/? [55:52<00:00,  2.50it/s]\nEpoch 0: |          | 8369/? [55:52<00:00,  2.50it/s]\nEpoch 0: |          | 8369/? [55:52<00:00,  2.50it/s]\nEpoch 0: |          | 8370/? [55:53<00:00,  2.50it/s]\nEpoch 0: |          | 8370/? [55:53<00:00,  2.50it/s]\nEpoch 0: |          | 8371/? [55:53<00:00,  2.50it/s]\nEpoch 0: |          | 8371/? [55:53<00:00,  2.50it/s]\nEpoch 0: |          | 8372/? [55:53<00:00,  2.50it/s]\nEpoch 0: |          | 8372/? [55:53<00:00,  2.50it/s]\nEpoch 0: |          | 8373/? [55:53<00:00,  2.50it/s]\nEpoch 0: |          | 8373/? [55:53<00:00,  2.50it/s]\nEpoch 0: |          | 8374/? [55:54<00:00,  2.50it/s]\nEpoch 0: |          | 8374/? [55:54<00:00,  2.50it/s]\nEpoch 0: |          | 8375/? [55:54<00:00,  2.50it/s]\nEpoch 0: |          | 8375/? [55:54<00:00,  2.50it/s]\nEpoch 0: |          | 8376/? [55:54<00:00,  2.50it/s]\nEpoch 0: |          | 8376/? [55:54<00:00,  2.50it/s]\nEpoch 0: |          | 8377/? [55:55<00:00,  2.50it/s]\nEpoch 0: |          | 8377/? [55:55<00:00,  2.50it/s]\nEpoch 0: |          | 8378/? [55:55<00:00,  2.50it/s]\nEpoch 0: |          | 8378/? [55:55<00:00,  2.50it/s]\nEpoch 0: |          | 8379/? [55:55<00:00,  2.50it/s]\nEpoch 0: |          | 8379/? [55:55<00:00,  2.50it/s]\nEpoch 0: |          | 8380/? [55:55<00:00,  2.50it/s]\nEpoch 0: |          | 8380/? [55:55<00:00,  2.50it/s]\nEpoch 0: |          | 8381/? [55:56<00:00,  2.50it/s]\nEpoch 0: |          | 8381/? [55:56<00:00,  2.50it/s]\nEpoch 0: |          | 8382/? [55:56<00:00,  2.50it/s]\nEpoch 0: |          | 8382/? [55:56<00:00,  2.50it/s]\nEpoch 0: |          | 8383/? [55:56<00:00,  2.50it/s]\nEpoch 0: |          | 8383/? [55:56<00:00,  2.50it/s]\nEpoch 0: |          | 8384/? [55:56<00:00,  2.50it/s]\nEpoch 0: |          | 8384/? [55:56<00:00,  2.50it/s]\nEpoch 0: |          | 8385/? [55:57<00:00,  2.50it/s]\nEpoch 0: |          | 8385/? [55:57<00:00,  2.50it/s]\nEpoch 0: |          | 8386/? [55:57<00:00,  2.50it/s]\nEpoch 0: |          | 8386/? [55:57<00:00,  2.50it/s]\nEpoch 0: |          | 8387/? [55:57<00:00,  2.50it/s]\nEpoch 0: |          | 8387/? [55:57<00:00,  2.50it/s]\nEpoch 0: |          | 8388/? [55:58<00:00,  2.50it/s]\nEpoch 0: |          | 8388/? [55:58<00:00,  2.50it/s]\nEpoch 0: |          | 8389/? [55:58<00:00,  2.50it/s]\nEpoch 0: |          | 8389/? [55:58<00:00,  2.50it/s]\nEpoch 0: |          | 8390/? [55:58<00:00,  2.50it/s]\nEpoch 0: |          | 8390/? [55:58<00:00,  2.50it/s]\nEpoch 0: |          | 8391/? [55:58<00:00,  2.50it/s]\nEpoch 0: |          | 8391/? [55:58<00:00,  2.50it/s]\nEpoch 0: |          | 8392/? [55:59<00:00,  2.50it/s]\nEpoch 0: |          | 8392/? [55:59<00:00,  2.50it/s]\nEpoch 0: |          | 8393/? [55:59<00:00,  2.50it/s]\nEpoch 0: |          | 8393/? [55:59<00:00,  2.50it/s]\nEpoch 0: |          | 8394/? [55:59<00:00,  2.50it/s]\nEpoch 0: |          | 8394/? [55:59<00:00,  2.50it/s]\nEpoch 0: |          | 8395/? [55:59<00:00,  2.50it/s]\nEpoch 0: |          | 8395/? [55:59<00:00,  2.50it/s]\nEpoch 0: |          | 8396/? [56:00<00:00,  2.50it/s]\nEpoch 0: |          | 8396/? [56:00<00:00,  2.50it/s]\nEpoch 0: |          | 8397/? [56:00<00:00,  2.50it/s]\nEpoch 0: |          | 8397/? [56:00<00:00,  2.50it/s]\nEpoch 0: |          | 8398/? [56:00<00:00,  2.50it/s]\nEpoch 0: |          | 8398/? [56:00<00:00,  2.50it/s]\nEpoch 0: |          | 8399/? [56:01<00:00,  2.50it/s]\nEpoch 0: |          | 8399/? [56:01<00:00,  2.50it/s]\nEpoch 0: |          | 8400/? [56:01<00:00,  2.50it/s]\nEpoch 0: |          | 8400/? [56:01<00:00,  2.50it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.98it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.09it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.78it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.74it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 8400/? [56:01<00:00,  2.50it/s]\nEpoch 0: |          | 8401/? [56:01<00:00,  2.50it/s]\nEpoch 0: |          | 8401/? [56:01<00:00,  2.50it/s]\nEpoch 0: |          | 8402/? [56:02<00:00,  2.50it/s]\nEpoch 0: |          | 8402/? [56:02<00:00,  2.50it/s]\nEpoch 0: |          | 8403/? [56:02<00:00,  2.50it/s]\nEpoch 0: |          | 8403/? [56:02<00:00,  2.50it/s]\nEpoch 0: |          | 8404/? [56:02<00:00,  2.50it/s]\nEpoch 0: |          | 8404/? [56:02<00:00,  2.50it/s]\nEpoch 0: |          | 8405/? [56:03<00:00,  2.50it/s]\nEpoch 0: |          | 8405/? [56:03<00:00,  2.50it/s]\nEpoch 0: |          | 8406/? [56:03<00:00,  2.50it/s]\nEpoch 0: |          | 8406/? [56:03<00:00,  2.50it/s]\nEpoch 0: |          | 8407/? [56:03<00:00,  2.50it/s]\nEpoch 0: |          | 8407/? [56:03<00:00,  2.50it/s]\nEpoch 0: |          | 8408/? [56:03<00:00,  2.50it/s]\nEpoch 0: |          | 8408/? [56:03<00:00,  2.50it/s]\nEpoch 0: |          | 8409/? [56:04<00:00,  2.50it/s]\nEpoch 0: |          | 8409/? [56:04<00:00,  2.50it/s]\nEpoch 0: |          | 8410/? [56:04<00:00,  2.50it/s]\nEpoch 0: |          | 8410/? [56:04<00:00,  2.50it/s]\nEpoch 0: |          | 8411/? [56:04<00:00,  2.50it/s]\nEpoch 0: |          | 8411/? [56:04<00:00,  2.50it/s]\nEpoch 0: |          | 8412/? [56:05<00:00,  2.50it/s]\nEpoch 0: |          | 8412/? [56:05<00:00,  2.50it/s]\nEpoch 0: |          | 8413/? [56:05<00:00,  2.50it/s]\nEpoch 0: |          | 8413/? [56:05<00:00,  2.50it/s]\nEpoch 0: |          | 8414/? [56:05<00:00,  2.50it/s]\nEpoch 0: |          | 8414/? [56:05<00:00,  2.50it/s]\nEpoch 0: |          | 8415/? [56:05<00:00,  2.50it/s]\nEpoch 0: |          | 8415/? [56:05<00:00,  2.50it/s]\nEpoch 0: |          | 8416/? [56:06<00:00,  2.50it/s]\nEpoch 0: |          | 8416/? [56:06<00:00,  2.50it/s]\nEpoch 0: |          | 8417/? [56:06<00:00,  2.50it/s]\nEpoch 0: |          | 8417/? [56:06<00:00,  2.50it/s]\nEpoch 0: |          | 8418/? [56:06<00:00,  2.50it/s]\nEpoch 0: |          | 8418/? [56:06<00:00,  2.50it/s]\nEpoch 0: |          | 8419/? [56:06<00:00,  2.50it/s]\nEpoch 0: |          | 8419/? [56:06<00:00,  2.50it/s]\nEpoch 0: |          | 8420/? [56:07<00:00,  2.50it/s]\nEpoch 0: |          | 8420/? [56:07<00:00,  2.50it/s]\nEpoch 0: |          | 8421/? [56:07<00:00,  2.50it/s]\nEpoch 0: |          | 8421/? [56:07<00:00,  2.50it/s]\nEpoch 0: |          | 8422/? [56:07<00:00,  2.50it/s]\nEpoch 0: |          | 8422/? [56:07<00:00,  2.50it/s]\nEpoch 0: |          | 8423/? [56:08<00:00,  2.50it/s]\nEpoch 0: |          | 8423/? [56:08<00:00,  2.50it/s]\nEpoch 0: |          | 8424/? [56:08<00:00,  2.50it/s]\nEpoch 0: |          | 8424/? [56:08<00:00,  2.50it/s]\nEpoch 0: |          | 8425/? [56:08<00:00,  2.50it/s]\nEpoch 0: |          | 8425/? [56:08<00:00,  2.50it/s]\nEpoch 0: |          | 8426/? [56:08<00:00,  2.50it/s]\nEpoch 0: |          | 8426/? [56:08<00:00,  2.50it/s]\nEpoch 0: |          | 8427/? [56:09<00:00,  2.50it/s]\nEpoch 0: |          | 8427/? [56:09<00:00,  2.50it/s]\nEpoch 0: |          | 8428/? [56:09<00:00,  2.50it/s]\nEpoch 0: |          | 8428/? [56:09<00:00,  2.50it/s]\nEpoch 0: |          | 8429/? [56:09<00:00,  2.50it/s]\nEpoch 0: |          | 8429/? [56:09<00:00,  2.50it/s]\nEpoch 0: |          | 8430/? [56:09<00:00,  2.50it/s]\nEpoch 0: |          | 8430/? [56:09<00:00,  2.50it/s]\nEpoch 0: |          | 8431/? [56:10<00:00,  2.50it/s]\nEpoch 0: |          | 8431/? [56:10<00:00,  2.50it/s]\nEpoch 0: |          | 8432/? [56:10<00:00,  2.50it/s]\nEpoch 0: |          | 8432/? [56:10<00:00,  2.50it/s]\nEpoch 0: |          | 8433/? [56:10<00:00,  2.50it/s]\nEpoch 0: |          | 8433/? [56:10<00:00,  2.50it/s]\nEpoch 0: |          | 8434/? [56:11<00:00,  2.50it/s]\nEpoch 0: |          | 8434/? [56:11<00:00,  2.50it/s]\nEpoch 0: |          | 8435/? [56:11<00:00,  2.50it/s]\nEpoch 0: |          | 8435/? [56:11<00:00,  2.50it/s]\nEpoch 0: |          | 8436/? [56:11<00:00,  2.50it/s]\nEpoch 0: |          | 8436/? [56:11<00:00,  2.50it/s]\nEpoch 0: |          | 8437/? [56:11<00:00,  2.50it/s]\nEpoch 0: |          | 8437/? [56:11<00:00,  2.50it/s]\nEpoch 0: |          | 8438/? [56:12<00:00,  2.50it/s]\nEpoch 0: |          | 8438/? [56:12<00:00,  2.50it/s]\nEpoch 0: |          | 8439/? [56:12<00:00,  2.50it/s]\nEpoch 0: |          | 8439/? [56:12<00:00,  2.50it/s]\nEpoch 0: |          | 8440/? [56:12<00:00,  2.50it/s]\nEpoch 0: |          | 8440/? [56:12<00:00,  2.50it/s]\nEpoch 0: |          | 8441/? [56:12<00:00,  2.50it/s]\nEpoch 0: |          | 8441/? [56:12<00:00,  2.50it/s]\nEpoch 0: |          | 8442/? [56:13<00:00,  2.50it/s]\nEpoch 0: |          | 8442/? [56:13<00:00,  2.50it/s]\nEpoch 0: |          | 8443/? [56:13<00:00,  2.50it/s]\nEpoch 0: |          | 8443/? [56:13<00:00,  2.50it/s]\nEpoch 0: |          | 8444/? [56:13<00:00,  2.50it/s]\nEpoch 0: |          | 8444/? [56:13<00:00,  2.50it/s]\nEpoch 0: |          | 8445/? [56:14<00:00,  2.50it/s]\nEpoch 0: |          | 8445/? [56:14<00:00,  2.50it/s]\nEpoch 0: |          | 8446/? [56:14<00:00,  2.50it/s]\nEpoch 0: |          | 8446/? [56:14<00:00,  2.50it/s]\nEpoch 0: |          | 8447/? [56:14<00:00,  2.50it/s]\nEpoch 0: |          | 8447/? [56:14<00:00,  2.50it/s]\nEpoch 0: |          | 8448/? [56:14<00:00,  2.50it/s]\nEpoch 0: |          | 8448/? [56:14<00:00,  2.50it/s]\nEpoch 0: |          | 8449/? [56:15<00:00,  2.50it/s]\nEpoch 0: |          | 8449/? [56:15<00:00,  2.50it/s]\nEpoch 0: |          | 8450/? [56:15<00:00,  2.50it/s]\nEpoch 0: |          | 8450/? [56:15<00:00,  2.50it/s]\nEpoch 0: |          | 8451/? [56:15<00:00,  2.50it/s]\nEpoch 0: |          | 8451/? [56:15<00:00,  2.50it/s]\nEpoch 0: |          | 8452/? [56:16<00:00,  2.50it/s]\nEpoch 0: |          | 8452/? [56:16<00:00,  2.50it/s]\nEpoch 0: |          | 8453/? [56:16<00:00,  2.50it/s]\nEpoch 0: |          | 8453/? [56:16<00:00,  2.50it/s]\nEpoch 0: |          | 8454/? [56:16<00:00,  2.50it/s]\nEpoch 0: |          | 8454/? [56:16<00:00,  2.50it/s]\nEpoch 0: |          | 8455/? [56:16<00:00,  2.50it/s]\nEpoch 0: |          | 8455/? [56:16<00:00,  2.50it/s]\nEpoch 0: |          | 8456/? [56:17<00:00,  2.50it/s]\nEpoch 0: |          | 8456/? [56:17<00:00,  2.50it/s]\nEpoch 0: |          | 8457/? [56:17<00:00,  2.50it/s]\nEpoch 0: |          | 8457/? [56:17<00:00,  2.50it/s]\nEpoch 0: |          | 8458/? [56:17<00:00,  2.50it/s]\nEpoch 0: |          | 8458/? [56:17<00:00,  2.50it/s]\nEpoch 0: |          | 8459/? [56:17<00:00,  2.50it/s]\nEpoch 0: |          | 8459/? [56:17<00:00,  2.50it/s]\nEpoch 0: |          | 8460/? [56:18<00:00,  2.50it/s]\nEpoch 0: |          | 8460/? [56:18<00:00,  2.50it/s]\nEpoch 0: |          | 8461/? [56:18<00:00,  2.50it/s]\nEpoch 0: |          | 8461/? [56:18<00:00,  2.50it/s]\nEpoch 0: |          | 8462/? [56:18<00:00,  2.50it/s]\nEpoch 0: |          | 8462/? [56:18<00:00,  2.50it/s]\nEpoch 0: |          | 8463/? [56:19<00:00,  2.50it/s]\nEpoch 0: |          | 8463/? [56:19<00:00,  2.50it/s]\nEpoch 0: |          | 8464/? [56:19<00:00,  2.50it/s]\nEpoch 0: |          | 8464/? [56:19<00:00,  2.50it/s]\nEpoch 0: |          | 8465/? [56:19<00:00,  2.50it/s]\nEpoch 0: |          | 8465/? [56:19<00:00,  2.50it/s]\nEpoch 0: |          | 8466/? [56:19<00:00,  2.50it/s]\nEpoch 0: |          | 8466/? [56:19<00:00,  2.50it/s]\nEpoch 0: |          | 8467/? [56:20<00:00,  2.50it/s]\nEpoch 0: |          | 8467/? [56:20<00:00,  2.50it/s]\nEpoch 0: |          | 8468/? [56:20<00:00,  2.51it/s]\nEpoch 0: |          | 8468/? [56:20<00:00,  2.51it/s]\nEpoch 0: |          | 8469/? [56:20<00:00,  2.51it/s]\nEpoch 0: |          | 8469/? [56:20<00:00,  2.51it/s]\nEpoch 0: |          | 8470/? [56:20<00:00,  2.51it/s]\nEpoch 0: |          | 8470/? [56:20<00:00,  2.51it/s]\nEpoch 0: |          | 8471/? [56:21<00:00,  2.51it/s]\nEpoch 0: |          | 8471/? [56:21<00:00,  2.51it/s]\nEpoch 0: |          | 8472/? [56:21<00:00,  2.51it/s]\nEpoch 0: |          | 8472/? [56:21<00:00,  2.51it/s]\nEpoch 0: |          | 8473/? [56:21<00:00,  2.51it/s]\nEpoch 0: |          | 8473/? [56:21<00:00,  2.51it/s]\nEpoch 0: |          | 8474/? [56:22<00:00,  2.51it/s]\nEpoch 0: |          | 8474/? [56:22<00:00,  2.51it/s]\nEpoch 0: |          | 8475/? [56:22<00:00,  2.51it/s]\nEpoch 0: |          | 8475/? [56:22<00:00,  2.51it/s]\nEpoch 0: |          | 8476/? [56:22<00:00,  2.51it/s]\nEpoch 0: |          | 8476/? [56:22<00:00,  2.51it/s]\nEpoch 0: |          | 8477/? [56:22<00:00,  2.51it/s]\nEpoch 0: |          | 8477/? [56:22<00:00,  2.51it/s]\nEpoch 0: |          | 8478/? [56:23<00:00,  2.51it/s]\nEpoch 0: |          | 8478/? [56:23<00:00,  2.51it/s]\nEpoch 0: |          | 8479/? [56:23<00:00,  2.51it/s]\nEpoch 0: |          | 8479/? [56:23<00:00,  2.51it/s]\nEpoch 0: |          | 8480/? [56:23<00:00,  2.51it/s]\nEpoch 0: |          | 8480/? [56:23<00:00,  2.51it/s]\nEpoch 0: |          | 8481/? [56:23<00:00,  2.51it/s]\nEpoch 0: |          | 8481/? [56:23<00:00,  2.51it/s]\nEpoch 0: |          | 8482/? [56:24<00:00,  2.51it/s]\nEpoch 0: |          | 8482/? [56:24<00:00,  2.51it/s]\nEpoch 0: |          | 8483/? [56:24<00:00,  2.51it/s]\nEpoch 0: |          | 8483/? [56:24<00:00,  2.51it/s]\nEpoch 0: |          | 8484/? [56:24<00:00,  2.51it/s]\nEpoch 0: |          | 8484/? [56:24<00:00,  2.51it/s]\nEpoch 0: |          | 8485/? [56:25<00:00,  2.51it/s]\nEpoch 0: |          | 8485/? [56:25<00:00,  2.51it/s]\nEpoch 0: |          | 8486/? [56:25<00:00,  2.51it/s]\nEpoch 0: |          | 8486/? [56:25<00:00,  2.51it/s]\nEpoch 0: |          | 8487/? [56:25<00:00,  2.51it/s]\nEpoch 0: |          | 8487/? [56:25<00:00,  2.51it/s]\nEpoch 0: |          | 8488/? [56:25<00:00,  2.51it/s]\nEpoch 0: |          | 8488/? [56:25<00:00,  2.51it/s]\nEpoch 0: |          | 8489/? [56:26<00:00,  2.51it/s]\nEpoch 0: |          | 8489/? [56:26<00:00,  2.51it/s]\nEpoch 0: |          | 8490/? [56:26<00:00,  2.51it/s]\nEpoch 0: |          | 8490/? [56:26<00:00,  2.51it/s]\nEpoch 0: |          | 8491/? [56:26<00:00,  2.51it/s]\nEpoch 0: |          | 8491/? [56:26<00:00,  2.51it/s]\nEpoch 0: |          | 8492/? [56:26<00:00,  2.51it/s]\nEpoch 0: |          | 8492/? [56:26<00:00,  2.51it/s]\nEpoch 0: |          | 8493/? [56:27<00:00,  2.51it/s]\nEpoch 0: |          | 8493/? [56:27<00:00,  2.51it/s]\nEpoch 0: |          | 8494/? [56:27<00:00,  2.51it/s]\nEpoch 0: |          | 8494/? [56:27<00:00,  2.51it/s]\nEpoch 0: |          | 8495/? [56:27<00:00,  2.51it/s]\nEpoch 0: |          | 8495/? [56:27<00:00,  2.51it/s]\nEpoch 0: |          | 8496/? [56:28<00:00,  2.51it/s]\nEpoch 0: |          | 8496/? [56:28<00:00,  2.51it/s]\nEpoch 0: |          | 8497/? [56:28<00:00,  2.51it/s]\nEpoch 0: |          | 8497/? [56:28<00:00,  2.51it/s]\nEpoch 0: |          | 8498/? [56:28<00:00,  2.51it/s]\nEpoch 0: |          | 8498/? [56:28<00:00,  2.51it/s]\nEpoch 0: |          | 8499/? [56:28<00:00,  2.51it/s]\nEpoch 0: |          | 8499/? [56:28<00:00,  2.51it/s]\nEpoch 0: |          | 8500/? [56:29<00:00,  2.51it/s]\nEpoch 0: |          | 8500/? [56:29<00:00,  2.51it/s]\nEpoch 0: |          | 8501/? [56:29<00:00,  2.51it/s]\nEpoch 0: |          | 8501/? [56:29<00:00,  2.51it/s]\nEpoch 0: |          | 8502/? [56:29<00:00,  2.51it/s]\nEpoch 0: |          | 8502/? [56:29<00:00,  2.51it/s]\nEpoch 0: |          | 8503/? [56:29<00:00,  2.51it/s]\nEpoch 0: |          | 8503/? [56:29<00:00,  2.51it/s]\nEpoch 0: |          | 8504/? [56:30<00:00,  2.51it/s]\nEpoch 0: |          | 8504/? [56:30<00:00,  2.51it/s]\nEpoch 0: |          | 8505/? [56:30<00:00,  2.51it/s]\nEpoch 0: |          | 8505/? [56:30<00:00,  2.51it/s]\nEpoch 0: |          | 8506/? [56:30<00:00,  2.51it/s]\nEpoch 0: |          | 8506/? [56:30<00:00,  2.51it/s]\nEpoch 0: |          | 8507/? [56:31<00:00,  2.51it/s]\nEpoch 0: |          | 8507/? [56:31<00:00,  2.51it/s]\nEpoch 0: |          | 8508/? [56:31<00:00,  2.51it/s]\nEpoch 0: |          | 8508/? [56:31<00:00,  2.51it/s]\nEpoch 0: |          | 8509/? [56:31<00:00,  2.51it/s]\nEpoch 0: |          | 8509/? [56:31<00:00,  2.51it/s]\nEpoch 0: |          | 8510/? [56:31<00:00,  2.51it/s]\nEpoch 0: |          | 8510/? [56:31<00:00,  2.51it/s]\nEpoch 0: |          | 8511/? [56:32<00:00,  2.51it/s]\nEpoch 0: |          | 8511/? [56:32<00:00,  2.51it/s]\nEpoch 0: |          | 8512/? [56:32<00:00,  2.51it/s]\nEpoch 0: |          | 8512/? [56:32<00:00,  2.51it/s]\nEpoch 0: |          | 8513/? [56:32<00:00,  2.51it/s]\nEpoch 0: |          | 8513/? [56:32<00:00,  2.51it/s]\nEpoch 0: |          | 8514/? [56:32<00:00,  2.51it/s]\nEpoch 0: |          | 8514/? [56:32<00:00,  2.51it/s]\nEpoch 0: |          | 8515/? [56:33<00:00,  2.51it/s]\nEpoch 0: |          | 8515/? [56:33<00:00,  2.51it/s]\nEpoch 0: |          | 8516/? [56:33<00:00,  2.51it/s]\nEpoch 0: |          | 8516/? [56:33<00:00,  2.51it/s]\nEpoch 0: |          | 8517/? [56:33<00:00,  2.51it/s]\nEpoch 0: |          | 8517/? [56:33<00:00,  2.51it/s]\nEpoch 0: |          | 8518/? [56:34<00:00,  2.51it/s]\nEpoch 0: |          | 8518/? [56:34<00:00,  2.51it/s]\nEpoch 0: |          | 8519/? [56:34<00:00,  2.51it/s]\nEpoch 0: |          | 8519/? [56:34<00:00,  2.51it/s]\nEpoch 0: |          | 8520/? [56:34<00:00,  2.51it/s]\nEpoch 0: |          | 8520/? [56:34<00:00,  2.51it/s]\nEpoch 0: |          | 8521/? [56:34<00:00,  2.51it/s]\nEpoch 0: |          | 8521/? [56:34<00:00,  2.51it/s]\nEpoch 0: |          | 8522/? [56:35<00:00,  2.51it/s]\nEpoch 0: |          | 8522/? [56:35<00:00,  2.51it/s]\nEpoch 0: |          | 8523/? [56:35<00:00,  2.51it/s]\nEpoch 0: |          | 8523/? [56:35<00:00,  2.51it/s]\nEpoch 0: |          | 8524/? [56:35<00:00,  2.51it/s]\nEpoch 0: |          | 8524/? [56:35<00:00,  2.51it/s]\nEpoch 0: |          | 8525/? [56:35<00:00,  2.51it/s]\nEpoch 0: |          | 8525/? [56:35<00:00,  2.51it/s]\nEpoch 0: |          | 8526/? [56:36<00:00,  2.51it/s]\nEpoch 0: |          | 8526/? [56:36<00:00,  2.51it/s]\nEpoch 0: |          | 8527/? [56:36<00:00,  2.51it/s]\nEpoch 0: |          | 8527/? [56:36<00:00,  2.51it/s]\nEpoch 0: |          | 8528/? [56:36<00:00,  2.51it/s]\nEpoch 0: |          | 8528/? [56:36<00:00,  2.51it/s]\nEpoch 0: |          | 8529/? [56:37<00:00,  2.51it/s]\nEpoch 0: |          | 8529/? [56:37<00:00,  2.51it/s]\nEpoch 0: |          | 8530/? [56:37<00:00,  2.51it/s]\nEpoch 0: |          | 8530/? [56:37<00:00,  2.51it/s]\nEpoch 0: |          | 8531/? [56:37<00:00,  2.51it/s]\nEpoch 0: |          | 8531/? [56:37<00:00,  2.51it/s]\nEpoch 0: |          | 8532/? [56:37<00:00,  2.51it/s]\nEpoch 0: |          | 8532/? [56:37<00:00,  2.51it/s]\nEpoch 0: |          | 8533/? [56:38<00:00,  2.51it/s]\nEpoch 0: |          | 8533/? [56:38<00:00,  2.51it/s]\nEpoch 0: |          | 8534/? [56:38<00:00,  2.51it/s]\nEpoch 0: |          | 8534/? [56:38<00:00,  2.51it/s]\nEpoch 0: |          | 8535/? [56:38<00:00,  2.51it/s]\nEpoch 0: |          | 8535/? [56:38<00:00,  2.51it/s]\nEpoch 0: |          | 8536/? [56:38<00:00,  2.51it/s]\nEpoch 0: |          | 8536/? [56:38<00:00,  2.51it/s]\nEpoch 0: |          | 8537/? [56:39<00:00,  2.51it/s]\nEpoch 0: |          | 8537/? [56:39<00:00,  2.51it/s]\nEpoch 0: |          | 8538/? [56:39<00:00,  2.51it/s]\nEpoch 0: |          | 8538/? [56:39<00:00,  2.51it/s]\nEpoch 0: |          | 8539/? [56:39<00:00,  2.51it/s]\nEpoch 0: |          | 8539/? [56:39<00:00,  2.51it/s]\nEpoch 0: |          | 8540/? [56:40<00:00,  2.51it/s]\nEpoch 0: |          | 8540/? [56:40<00:00,  2.51it/s]\nEpoch 0: |          | 8541/? [56:40<00:00,  2.51it/s]\nEpoch 0: |          | 8541/? [56:40<00:00,  2.51it/s]\nEpoch 0: |          | 8542/? [56:40<00:00,  2.51it/s]\nEpoch 0: |          | 8542/? [56:40<00:00,  2.51it/s]\nEpoch 0: |          | 8543/? [56:40<00:00,  2.51it/s]\nEpoch 0: |          | 8543/? [56:40<00:00,  2.51it/s]\nEpoch 0: |          | 8544/? [56:41<00:00,  2.51it/s]\nEpoch 0: |          | 8544/? [56:41<00:00,  2.51it/s]\nEpoch 0: |          | 8545/? [56:41<00:00,  2.51it/s]\nEpoch 0: |          | 8545/? [56:41<00:00,  2.51it/s]\nEpoch 0: |          | 8546/? [56:41<00:00,  2.51it/s]\nEpoch 0: |          | 8546/? [56:41<00:00,  2.51it/s]\nEpoch 0: |          | 8547/? [56:41<00:00,  2.51it/s]\nEpoch 0: |          | 8547/? [56:41<00:00,  2.51it/s]\nEpoch 0: |          | 8548/? [56:42<00:00,  2.51it/s]\nEpoch 0: |          | 8548/? [56:42<00:00,  2.51it/s]\nEpoch 0: |          | 8549/? [56:42<00:00,  2.51it/s]\nEpoch 0: |          | 8549/? [56:42<00:00,  2.51it/s]\nEpoch 0: |          | 8550/? [56:42<00:00,  2.51it/s]\nEpoch 0: |          | 8550/? [56:42<00:00,  2.51it/s]\nEpoch 0: |          | 8551/? [56:43<00:00,  2.51it/s]\nEpoch 0: |          | 8551/? [56:43<00:00,  2.51it/s]\nEpoch 0: |          | 8552/? [56:43<00:00,  2.51it/s]\nEpoch 0: |          | 8552/? [56:43<00:00,  2.51it/s]\nEpoch 0: |          | 8553/? [56:43<00:00,  2.51it/s]\nEpoch 0: |          | 8553/? [56:43<00:00,  2.51it/s]\nEpoch 0: |          | 8554/? [56:43<00:00,  2.51it/s]\nEpoch 0: |          | 8554/? [56:43<00:00,  2.51it/s]\nEpoch 0: |          | 8555/? [56:44<00:00,  2.51it/s]\nEpoch 0: |          | 8555/? [56:44<00:00,  2.51it/s]\nEpoch 0: |          | 8556/? [56:44<00:00,  2.51it/s]\nEpoch 0: |          | 8556/? [56:44<00:00,  2.51it/s]\nEpoch 0: |          | 8557/? [56:44<00:00,  2.51it/s]\nEpoch 0: |          | 8557/? [56:44<00:00,  2.51it/s]\nEpoch 0: |          | 8558/? [56:45<00:00,  2.51it/s]\nEpoch 0: |          | 8558/? [56:45<00:00,  2.51it/s]\nEpoch 0: |          | 8559/? [56:45<00:00,  2.51it/s]\nEpoch 0: |          | 8559/? [56:45<00:00,  2.51it/s]\nEpoch 0: |          | 8560/? [56:45<00:00,  2.51it/s]\nEpoch 0: |          | 8560/? [56:45<00:00,  2.51it/s]\nEpoch 0: |          | 8561/? [56:45<00:00,  2.51it/s]\nEpoch 0: |          | 8561/? [56:45<00:00,  2.51it/s]\nEpoch 0: |          | 8562/? [56:46<00:00,  2.51it/s]\nEpoch 0: |          | 8562/? [56:46<00:00,  2.51it/s]\nEpoch 0: |          | 8563/? [56:46<00:00,  2.51it/s]\nEpoch 0: |          | 8563/? [56:46<00:00,  2.51it/s]\nEpoch 0: |          | 8564/? [56:46<00:00,  2.51it/s]\nEpoch 0: |          | 8564/? [56:46<00:00,  2.51it/s]\nEpoch 0: |          | 8565/? [56:47<00:00,  2.51it/s]\nEpoch 0: |          | 8565/? [56:47<00:00,  2.51it/s]\nEpoch 0: |          | 8566/? [56:47<00:00,  2.51it/s]\nEpoch 0: |          | 8566/? [56:47<00:00,  2.51it/s]\nEpoch 0: |          | 8567/? [56:47<00:00,  2.51it/s]\nEpoch 0: |          | 8567/? [56:47<00:00,  2.51it/s]\nEpoch 0: |          | 8568/? [56:47<00:00,  2.51it/s]\nEpoch 0: |          | 8568/? [56:47<00:00,  2.51it/s]\nEpoch 0: |          | 8569/? [56:48<00:00,  2.51it/s]\nEpoch 0: |          | 8569/? [56:48<00:00,  2.51it/s]\nEpoch 0: |          | 8570/? [56:48<00:00,  2.51it/s]\nEpoch 0: |          | 8570/? [56:48<00:00,  2.51it/s]\nEpoch 0: |          | 8571/? [56:48<00:00,  2.51it/s]\nEpoch 0: |          | 8571/? [56:48<00:00,  2.51it/s]\nEpoch 0: |          | 8572/? [56:49<00:00,  2.51it/s]\nEpoch 0: |          | 8572/? [56:49<00:00,  2.51it/s]\nEpoch 0: |          | 8573/? [56:49<00:00,  2.51it/s]\nEpoch 0: |          | 8573/? [56:49<00:00,  2.51it/s]\nEpoch 0: |          | 8574/? [56:49<00:00,  2.51it/s]\nEpoch 0: |          | 8574/? [56:49<00:00,  2.51it/s]\nEpoch 0: |          | 8575/? [56:49<00:00,  2.51it/s]\nEpoch 0: |          | 8575/? [56:49<00:00,  2.51it/s]\nEpoch 0: |          | 8576/? [56:50<00:00,  2.51it/s]\nEpoch 0: |          | 8576/? [56:50<00:00,  2.51it/s]\nEpoch 0: |          | 8577/? [56:50<00:00,  2.51it/s]\nEpoch 0: |          | 8577/? [56:50<00:00,  2.51it/s]\nEpoch 0: |          | 8578/? [56:50<00:00,  2.51it/s]\nEpoch 0: |          | 8578/? [56:50<00:00,  2.51it/s]\nEpoch 0: |          | 8579/? [56:51<00:00,  2.52it/s]\nEpoch 0: |          | 8579/? [56:51<00:00,  2.52it/s]\nEpoch 0: |          | 8580/? [56:51<00:00,  2.52it/s]\nEpoch 0: |          | 8580/? [56:51<00:00,  2.52it/s]\nEpoch 0: |          | 8581/? [56:51<00:00,  2.52it/s]\nEpoch 0: |          | 8581/? [56:51<00:00,  2.52it/s]\nEpoch 0: |          | 8582/? [56:51<00:00,  2.52it/s]\nEpoch 0: |          | 8582/? [56:51<00:00,  2.52it/s]\nEpoch 0: |          | 8583/? [56:52<00:00,  2.52it/s]\nEpoch 0: |          | 8583/? [56:52<00:00,  2.52it/s]\nEpoch 0: |          | 8584/? [56:52<00:00,  2.52it/s]\nEpoch 0: |          | 8584/? [56:52<00:00,  2.52it/s]\nEpoch 0: |          | 8585/? [56:52<00:00,  2.52it/s]\nEpoch 0: |          | 8585/? [56:52<00:00,  2.52it/s]\nEpoch 0: |          | 8586/? [56:53<00:00,  2.52it/s]\nEpoch 0: |          | 8586/? [56:53<00:00,  2.52it/s]\nEpoch 0: |          | 8587/? [56:53<00:00,  2.52it/s]\nEpoch 0: |          | 8587/? [56:53<00:00,  2.52it/s]\nEpoch 0: |          | 8588/? [56:53<00:00,  2.52it/s]\nEpoch 0: |          | 8588/? [56:53<00:00,  2.52it/s]\nEpoch 0: |          | 8589/? [56:53<00:00,  2.52it/s]\nEpoch 0: |          | 8589/? [56:53<00:00,  2.52it/s]\nEpoch 0: |          | 8590/? [56:54<00:00,  2.52it/s]\nEpoch 0: |          | 8590/? [56:54<00:00,  2.52it/s]\nEpoch 0: |          | 8591/? [56:54<00:00,  2.52it/s]\nEpoch 0: |          | 8591/? [56:54<00:00,  2.52it/s]\nEpoch 0: |          | 8592/? [56:54<00:00,  2.52it/s]\nEpoch 0: |          | 8592/? [56:54<00:00,  2.52it/s]\nEpoch 0: |          | 8593/? [56:54<00:00,  2.52it/s]\nEpoch 0: |          | 8593/? [56:54<00:00,  2.52it/s]\nEpoch 0: |          | 8594/? [56:55<00:00,  2.52it/s]\nEpoch 0: |          | 8594/? [56:55<00:00,  2.52it/s]\nEpoch 0: |          | 8595/? [56:55<00:00,  2.52it/s]\nEpoch 0: |          | 8595/? [56:55<00:00,  2.52it/s]\nEpoch 0: |          | 8596/? [56:55<00:00,  2.52it/s]\nEpoch 0: |          | 8596/? [56:55<00:00,  2.52it/s]\nEpoch 0: |          | 8597/? [56:56<00:00,  2.52it/s]\nEpoch 0: |          | 8597/? [56:56<00:00,  2.52it/s]\nEpoch 0: |          | 8598/? [56:56<00:00,  2.52it/s]\nEpoch 0: |          | 8598/? [56:56<00:00,  2.52it/s]\nEpoch 0: |          | 8599/? [56:56<00:00,  2.52it/s]\nEpoch 0: |          | 8599/? [56:56<00:00,  2.52it/s]\nEpoch 0: |          | 8600/? [56:56<00:00,  2.52it/s]\nEpoch 0: |          | 8600/? [56:56<00:00,  2.52it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.77it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.90it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.19it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.83it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 8600/? [56:57<00:00,  2.52it/s]\nEpoch 0: |          | 8601/? [56:57<00:00,  2.52it/s]\nEpoch 0: |          | 8601/? [56:57<00:00,  2.52it/s]\nEpoch 0: |          | 8602/? [56:57<00:00,  2.52it/s]\nEpoch 0: |          | 8602/? [56:57<00:00,  2.52it/s]\nEpoch 0: |          | 8603/? [56:58<00:00,  2.52it/s]\nEpoch 0: |          | 8603/? [56:58<00:00,  2.52it/s]\nEpoch 0: |          | 8604/? [56:58<00:00,  2.52it/s]\nEpoch 0: |          | 8604/? [56:58<00:00,  2.52it/s]\nEpoch 0: |          | 8605/? [56:58<00:00,  2.52it/s]\nEpoch 0: |          | 8605/? [56:58<00:00,  2.52it/s]\nEpoch 0: |          | 8606/? [56:58<00:00,  2.52it/s]\nEpoch 0: |          | 8606/? [56:58<00:00,  2.52it/s]\nEpoch 0: |          | 8607/? [56:59<00:00,  2.52it/s]\nEpoch 0: |          | 8607/? [56:59<00:00,  2.52it/s]\nEpoch 0: |          | 8608/? [56:59<00:00,  2.52it/s]\nEpoch 0: |          | 8608/? [56:59<00:00,  2.52it/s]\nEpoch 0: |          | 8609/? [56:59<00:00,  2.52it/s]\nEpoch 0: |          | 8609/? [56:59<00:00,  2.52it/s]\nEpoch 0: |          | 8610/? [56:59<00:00,  2.52it/s]\nEpoch 0: |          | 8610/? [56:59<00:00,  2.52it/s]\nEpoch 0: |          | 8611/? [57:00<00:00,  2.52it/s]\nEpoch 0: |          | 8611/? [57:00<00:00,  2.52it/s]\nEpoch 0: |          | 8612/? [57:00<00:00,  2.52it/s]\nEpoch 0: |          | 8612/? [57:00<00:00,  2.52it/s]\nEpoch 0: |          | 8613/? [57:00<00:00,  2.52it/s]\nEpoch 0: |          | 8613/? [57:00<00:00,  2.52it/s]\nEpoch 0: |          | 8614/? [57:01<00:00,  2.52it/s]\nEpoch 0: |          | 8614/? [57:01<00:00,  2.52it/s]\nEpoch 0: |          | 8615/? [57:01<00:00,  2.52it/s]\nEpoch 0: |          | 8615/? [57:01<00:00,  2.52it/s]\nEpoch 0: |          | 8616/? [57:01<00:00,  2.52it/s]\nEpoch 0: |          | 8616/? [57:01<00:00,  2.52it/s]\nEpoch 0: |          | 8617/? [57:01<00:00,  2.52it/s]\nEpoch 0: |          | 8617/? [57:01<00:00,  2.52it/s]\nEpoch 0: |          | 8618/? [57:02<00:00,  2.52it/s]\nEpoch 0: |          | 8618/? [57:02<00:00,  2.52it/s]\nEpoch 0: |          | 8619/? [57:02<00:00,  2.52it/s]\nEpoch 0: |          | 8619/? [57:02<00:00,  2.52it/s]\nEpoch 0: |          | 8620/? [57:02<00:00,  2.52it/s]\nEpoch 0: |          | 8620/? [57:02<00:00,  2.52it/s]\nEpoch 0: |          | 8621/? [57:02<00:00,  2.52it/s]\nEpoch 0: |          | 8621/? [57:02<00:00,  2.52it/s]\nEpoch 0: |          | 8622/? [57:03<00:00,  2.52it/s]\nEpoch 0: |          | 8622/? [57:03<00:00,  2.52it/s]\nEpoch 0: |          | 8623/? [57:03<00:00,  2.52it/s]\nEpoch 0: |          | 8623/? [57:03<00:00,  2.52it/s]\nEpoch 0: |          | 8624/? [57:03<00:00,  2.52it/s]\nEpoch 0: |          | 8624/? [57:03<00:00,  2.52it/s]\nEpoch 0: |          | 8625/? [57:04<00:00,  2.52it/s]\nEpoch 0: |          | 8625/? [57:04<00:00,  2.52it/s]\nEpoch 0: |          | 8626/? [57:04<00:00,  2.52it/s]\nEpoch 0: |          | 8626/? [57:04<00:00,  2.52it/s]\nEpoch 0: |          | 8627/? [57:04<00:00,  2.52it/s]\nEpoch 0: |          | 8627/? [57:04<00:00,  2.52it/s]\nEpoch 0: |          | 8628/? [57:04<00:00,  2.52it/s]\nEpoch 0: |          | 8628/? [57:04<00:00,  2.52it/s]\nEpoch 0: |          | 8629/? [57:05<00:00,  2.52it/s]\nEpoch 0: |          | 8629/? [57:05<00:00,  2.52it/s]\nEpoch 0: |          | 8630/? [57:05<00:00,  2.52it/s]\nEpoch 0: |          | 8630/? [57:05<00:00,  2.52it/s]\nEpoch 0: |          | 8631/? [57:05<00:00,  2.52it/s]\nEpoch 0: |          | 8631/? [57:05<00:00,  2.52it/s]\nEpoch 0: |          | 8632/? [57:05<00:00,  2.52it/s]\nEpoch 0: |          | 8632/? [57:05<00:00,  2.52it/s]\nEpoch 0: |          | 8633/? [57:06<00:00,  2.52it/s]\nEpoch 0: |          | 8633/? [57:06<00:00,  2.52it/s]\nEpoch 0: |          | 8634/? [57:06<00:00,  2.52it/s]\nEpoch 0: |          | 8634/? [57:06<00:00,  2.52it/s]\nEpoch 0: |          | 8635/? [57:06<00:00,  2.52it/s]\nEpoch 0: |          | 8635/? [57:06<00:00,  2.52it/s]\nEpoch 0: |          | 8636/? [57:07<00:00,  2.52it/s]\nEpoch 0: |          | 8636/? [57:07<00:00,  2.52it/s]\nEpoch 0: |          | 8637/? [57:07<00:00,  2.52it/s]\nEpoch 0: |          | 8637/? [57:07<00:00,  2.52it/s]\nEpoch 0: |          | 8638/? [57:07<00:00,  2.52it/s]\nEpoch 0: |          | 8638/? [57:07<00:00,  2.52it/s]\nEpoch 0: |          | 8639/? [57:07<00:00,  2.52it/s]\nEpoch 0: |          | 8639/? [57:07<00:00,  2.52it/s]\nEpoch 0: |          | 8640/? [57:08<00:00,  2.52it/s]\nEpoch 0: |          | 8640/? [57:08<00:00,  2.52it/s]\nEpoch 0: |          | 8641/? [57:08<00:00,  2.52it/s]\nEpoch 0: |          | 8641/? [57:08<00:00,  2.52it/s]\nEpoch 0: |          | 8642/? [57:08<00:00,  2.52it/s]\nEpoch 0: |          | 8642/? [57:08<00:00,  2.52it/s]\nEpoch 0: |          | 8643/? [57:09<00:00,  2.52it/s]\nEpoch 0: |          | 8643/? [57:09<00:00,  2.52it/s]\nEpoch 0: |          | 8644/? [57:09<00:00,  2.52it/s]\nEpoch 0: |          | 8644/? [57:09<00:00,  2.52it/s]\nEpoch 0: |          | 8645/? [57:09<00:00,  2.52it/s]\nEpoch 0: |          | 8645/? [57:09<00:00,  2.52it/s]\nEpoch 0: |          | 8646/? [57:09<00:00,  2.52it/s]\nEpoch 0: |          | 8646/? [57:09<00:00,  2.52it/s]\nEpoch 0: |          | 8647/? [57:10<00:00,  2.52it/s]\nEpoch 0: |          | 8647/? [57:10<00:00,  2.52it/s]\nEpoch 0: |          | 8648/? [57:10<00:00,  2.52it/s]\nEpoch 0: |          | 8648/? [57:10<00:00,  2.52it/s]\nEpoch 0: |          | 8649/? [57:10<00:00,  2.52it/s]\nEpoch 0: |          | 8649/? [57:10<00:00,  2.52it/s]\nEpoch 0: |          | 8650/? [57:11<00:00,  2.52it/s]\nEpoch 0: |          | 8650/? [57:11<00:00,  2.52it/s]\nEpoch 0: |          | 8651/? [57:11<00:00,  2.52it/s]\nEpoch 0: |          | 8651/? [57:11<00:00,  2.52it/s]\nEpoch 0: |          | 8652/? [57:11<00:00,  2.52it/s]\nEpoch 0: |          | 8652/? [57:11<00:00,  2.52it/s]\nEpoch 0: |          | 8653/? [57:11<00:00,  2.52it/s]\nEpoch 0: |          | 8653/? [57:11<00:00,  2.52it/s]\nEpoch 0: |          | 8654/? [57:12<00:00,  2.52it/s]\nEpoch 0: |          | 8654/? [57:12<00:00,  2.52it/s]\nEpoch 0: |          | 8655/? [57:12<00:00,  2.52it/s]\nEpoch 0: |          | 8655/? [57:12<00:00,  2.52it/s]\nEpoch 0: |          | 8656/? [57:12<00:00,  2.52it/s]\nEpoch 0: |          | 8656/? [57:12<00:00,  2.52it/s]\nEpoch 0: |          | 8657/? [57:12<00:00,  2.52it/s]\nEpoch 0: |          | 8657/? [57:12<00:00,  2.52it/s]\nEpoch 0: |          | 8658/? [57:13<00:00,  2.52it/s]\nEpoch 0: |          | 8658/? [57:13<00:00,  2.52it/s]\nEpoch 0: |          | 8659/? [57:13<00:00,  2.52it/s]\nEpoch 0: |          | 8659/? [57:13<00:00,  2.52it/s]\nEpoch 0: |          | 8660/? [57:13<00:00,  2.52it/s]\nEpoch 0: |          | 8660/? [57:13<00:00,  2.52it/s]\nEpoch 0: |          | 8661/? [57:14<00:00,  2.52it/s]\nEpoch 0: |          | 8661/? [57:14<00:00,  2.52it/s]\nEpoch 0: |          | 8662/? [57:14<00:00,  2.52it/s]\nEpoch 0: |          | 8662/? [57:14<00:00,  2.52it/s]\nEpoch 0: |          | 8663/? [57:14<00:00,  2.52it/s]\nEpoch 0: |          | 8663/? [57:14<00:00,  2.52it/s]\nEpoch 0: |          | 8664/? [57:14<00:00,  2.52it/s]\nEpoch 0: |          | 8664/? [57:14<00:00,  2.52it/s]\nEpoch 0: |          | 8665/? [57:15<00:00,  2.52it/s]\nEpoch 0: |          | 8665/? [57:15<00:00,  2.52it/s]\nEpoch 0: |          | 8666/? [57:15<00:00,  2.52it/s]\nEpoch 0: |          | 8666/? [57:15<00:00,  2.52it/s]\nEpoch 0: |          | 8667/? [57:15<00:00,  2.52it/s]\nEpoch 0: |          | 8667/? [57:15<00:00,  2.52it/s]\nEpoch 0: |          | 8668/? [57:15<00:00,  2.52it/s]\nEpoch 0: |          | 8668/? [57:15<00:00,  2.52it/s]\nEpoch 0: |          | 8669/? [57:16<00:00,  2.52it/s]\nEpoch 0: |          | 8669/? [57:16<00:00,  2.52it/s]\nEpoch 0: |          | 8670/? [57:16<00:00,  2.52it/s]\nEpoch 0: |          | 8670/? [57:16<00:00,  2.52it/s]\nEpoch 0: |          | 8671/? [57:16<00:00,  2.52it/s]\nEpoch 0: |          | 8671/? [57:16<00:00,  2.52it/s]\nEpoch 0: |          | 8672/? [57:17<00:00,  2.52it/s]\nEpoch 0: |          | 8672/? [57:17<00:00,  2.52it/s]\nEpoch 0: |          | 8673/? [57:17<00:00,  2.52it/s]\nEpoch 0: |          | 8673/? [57:17<00:00,  2.52it/s]\nEpoch 0: |          | 8674/? [57:17<00:00,  2.52it/s]\nEpoch 0: |          | 8674/? [57:17<00:00,  2.52it/s]\nEpoch 0: |          | 8675/? [57:17<00:00,  2.52it/s]\nEpoch 0: |          | 8675/? [57:17<00:00,  2.52it/s]\nEpoch 0: |          | 8676/? [57:18<00:00,  2.52it/s]\nEpoch 0: |          | 8676/? [57:18<00:00,  2.52it/s]\nEpoch 0: |          | 8677/? [57:18<00:00,  2.52it/s]\nEpoch 0: |          | 8677/? [57:18<00:00,  2.52it/s]\nEpoch 0: |          | 8678/? [57:18<00:00,  2.52it/s]\nEpoch 0: |          | 8678/? [57:18<00:00,  2.52it/s]\nEpoch 0: |          | 8679/? [57:18<00:00,  2.52it/s]\nEpoch 0: |          | 8679/? [57:18<00:00,  2.52it/s]\nEpoch 0: |          | 8680/? [57:19<00:00,  2.52it/s]\nEpoch 0: |          | 8680/? [57:19<00:00,  2.52it/s]\nEpoch 0: |          | 8681/? [57:19<00:00,  2.52it/s]\nEpoch 0: |          | 8681/? [57:19<00:00,  2.52it/s]\nEpoch 0: |          | 8682/? [57:19<00:00,  2.52it/s]\nEpoch 0: |          | 8682/? [57:19<00:00,  2.52it/s]\nEpoch 0: |          | 8683/? [57:20<00:00,  2.52it/s]\nEpoch 0: |          | 8683/? [57:20<00:00,  2.52it/s]\nEpoch 0: |          | 8684/? [57:20<00:00,  2.52it/s]\nEpoch 0: |          | 8684/? [57:20<00:00,  2.52it/s]\nEpoch 0: |          | 8685/? [57:20<00:00,  2.52it/s]\nEpoch 0: |          | 8685/? [57:20<00:00,  2.52it/s]\nEpoch 0: |          | 8686/? [57:20<00:00,  2.52it/s]\nEpoch 0: |          | 8686/? [57:20<00:00,  2.52it/s]\nEpoch 0: |          | 8687/? [57:21<00:00,  2.52it/s]\nEpoch 0: |          | 8687/? [57:21<00:00,  2.52it/s]\nEpoch 0: |          | 8688/? [57:21<00:00,  2.52it/s]\nEpoch 0: |          | 8688/? [57:21<00:00,  2.52it/s]\nEpoch 0: |          | 8689/? [57:21<00:00,  2.52it/s]\nEpoch 0: |          | 8689/? [57:21<00:00,  2.52it/s]\nEpoch 0: |          | 8690/? [57:22<00:00,  2.52it/s]\nEpoch 0: |          | 8690/? [57:22<00:00,  2.52it/s]\nEpoch 0: |          | 8691/? [57:22<00:00,  2.52it/s]\nEpoch 0: |          | 8691/? [57:22<00:00,  2.52it/s]\nEpoch 0: |          | 8692/? [57:22<00:00,  2.52it/s]\nEpoch 0: |          | 8692/? [57:22<00:00,  2.52it/s]\nEpoch 0: |          | 8693/? [57:22<00:00,  2.52it/s]\nEpoch 0: |          | 8693/? [57:22<00:00,  2.52it/s]\nEpoch 0: |          | 8694/? [57:23<00:00,  2.53it/s]\nEpoch 0: |          | 8694/? [57:23<00:00,  2.53it/s]\nEpoch 0: |          | 8695/? [57:23<00:00,  2.53it/s]\nEpoch 0: |          | 8695/? [57:23<00:00,  2.53it/s]\nEpoch 0: |          | 8696/? [57:23<00:00,  2.53it/s]\nEpoch 0: |          | 8696/? [57:23<00:00,  2.53it/s]\nEpoch 0: |          | 8697/? [57:23<00:00,  2.53it/s]\nEpoch 0: |          | 8697/? [57:23<00:00,  2.53it/s]\nEpoch 0: |          | 8698/? [57:24<00:00,  2.53it/s]\nEpoch 0: |          | 8698/? [57:24<00:00,  2.53it/s]\nEpoch 0: |          | 8699/? [57:24<00:00,  2.53it/s]\nEpoch 0: |          | 8699/? [57:24<00:00,  2.53it/s]\nEpoch 0: |          | 8700/? [57:24<00:00,  2.53it/s]\nEpoch 0: |          | 8700/? [57:24<00:00,  2.53it/s]\nEpoch 0: |          | 8701/? [57:25<00:00,  2.53it/s]\nEpoch 0: |          | 8701/? [57:25<00:00,  2.53it/s]\nEpoch 0: |          | 8702/? [57:25<00:00,  2.53it/s]\nEpoch 0: |          | 8702/? [57:25<00:00,  2.53it/s]\nEpoch 0: |          | 8703/? [57:25<00:00,  2.53it/s]\nEpoch 0: |          | 8703/? [57:25<00:00,  2.53it/s]\nEpoch 0: |          | 8704/? [57:25<00:00,  2.53it/s]\nEpoch 0: |          | 8704/? [57:25<00:00,  2.53it/s]\nEpoch 0: |          | 8705/? [57:26<00:00,  2.53it/s]\nEpoch 0: |          | 8705/? [57:26<00:00,  2.53it/s]\nEpoch 0: |          | 8706/? [57:26<00:00,  2.53it/s]\nEpoch 0: |          | 8706/? [57:26<00:00,  2.53it/s]\nEpoch 0: |          | 8707/? [57:26<00:00,  2.53it/s]\nEpoch 0: |          | 8707/? [57:26<00:00,  2.53it/s]\nEpoch 0: |          | 8708/? [57:26<00:00,  2.53it/s]\nEpoch 0: |          | 8708/? [57:26<00:00,  2.53it/s]\nEpoch 0: |          | 8709/? [57:27<00:00,  2.53it/s]\nEpoch 0: |          | 8709/? [57:27<00:00,  2.53it/s]\nEpoch 0: |          | 8710/? [57:27<00:00,  2.53it/s]\nEpoch 0: |          | 8710/? [57:27<00:00,  2.53it/s]\nEpoch 0: |          | 8711/? [57:27<00:00,  2.53it/s]\nEpoch 0: |          | 8711/? [57:27<00:00,  2.53it/s]\nEpoch 0: |          | 8712/? [57:28<00:00,  2.53it/s]\nEpoch 0: |          | 8712/? [57:28<00:00,  2.53it/s]\nEpoch 0: |          | 8713/? [57:28<00:00,  2.53it/s]\nEpoch 0: |          | 8713/? [57:28<00:00,  2.53it/s]\nEpoch 0: |          | 8714/? [57:28<00:00,  2.53it/s]\nEpoch 0: |          | 8714/? [57:28<00:00,  2.53it/s]\nEpoch 0: |          | 8715/? [57:28<00:00,  2.53it/s]\nEpoch 0: |          | 8715/? [57:28<00:00,  2.53it/s]\nEpoch 0: |          | 8716/? [57:29<00:00,  2.53it/s]\nEpoch 0: |          | 8716/? [57:29<00:00,  2.53it/s]\nEpoch 0: |          | 8717/? [57:29<00:00,  2.53it/s]\nEpoch 0: |          | 8717/? [57:29<00:00,  2.53it/s]\nEpoch 0: |          | 8718/? [57:29<00:00,  2.53it/s]\nEpoch 0: |          | 8718/? [57:29<00:00,  2.53it/s]\nEpoch 0: |          | 8719/? [57:30<00:00,  2.53it/s]\nEpoch 0: |          | 8719/? [57:30<00:00,  2.53it/s]\nEpoch 0: |          | 8720/? [57:30<00:00,  2.53it/s]\nEpoch 0: |          | 8720/? [57:30<00:00,  2.53it/s]\nEpoch 0: |          | 8721/? [57:30<00:00,  2.53it/s]\nEpoch 0: |          | 8721/? [57:30<00:00,  2.53it/s]\nEpoch 0: |          | 8722/? [57:30<00:00,  2.53it/s]\nEpoch 0: |          | 8722/? [57:30<00:00,  2.53it/s]\nEpoch 0: |          | 8723/? [57:31<00:00,  2.53it/s]\nEpoch 0: |          | 8723/? [57:31<00:00,  2.53it/s]\nEpoch 0: |          | 8724/? [57:31<00:00,  2.53it/s]\nEpoch 0: |          | 8724/? [57:31<00:00,  2.53it/s]\nEpoch 0: |          | 8725/? [57:31<00:00,  2.53it/s]\nEpoch 0: |          | 8725/? [57:31<00:00,  2.53it/s]\nEpoch 0: |          | 8726/? [57:31<00:00,  2.53it/s]\nEpoch 0: |          | 8726/? [57:31<00:00,  2.53it/s]\nEpoch 0: |          | 8727/? [57:32<00:00,  2.53it/s]\nEpoch 0: |          | 8727/? [57:32<00:00,  2.53it/s]\nEpoch 0: |          | 8728/? [57:32<00:00,  2.53it/s]\nEpoch 0: |          | 8728/? [57:32<00:00,  2.53it/s]\nEpoch 0: |          | 8729/? [57:32<00:00,  2.53it/s]\nEpoch 0: |          | 8729/? [57:32<00:00,  2.53it/s]\nEpoch 0: |          | 8730/? [57:32<00:00,  2.53it/s]\nEpoch 0: |          | 8730/? [57:32<00:00,  2.53it/s]\nEpoch 0: |          | 8731/? [57:33<00:00,  2.53it/s]\nEpoch 0: |          | 8731/? [57:33<00:00,  2.53it/s]\nEpoch 0: |          | 8732/? [57:33<00:00,  2.53it/s]\nEpoch 0: |          | 8732/? [57:33<00:00,  2.53it/s]\nEpoch 0: |          | 8733/? [57:33<00:00,  2.53it/s]\nEpoch 0: |          | 8733/? [57:33<00:00,  2.53it/s]\nEpoch 0: |          | 8734/? [57:34<00:00,  2.53it/s]\nEpoch 0: |          | 8734/? [57:34<00:00,  2.53it/s]\nEpoch 0: |          | 8735/? [57:34<00:00,  2.53it/s]\nEpoch 0: |          | 8735/? [57:34<00:00,  2.53it/s]\nEpoch 0: |          | 8736/? [57:34<00:00,  2.53it/s]\nEpoch 0: |          | 8736/? [57:34<00:00,  2.53it/s]\nEpoch 0: |          | 8737/? [57:34<00:00,  2.53it/s]\nEpoch 0: |          | 8737/? [57:34<00:00,  2.53it/s]\nEpoch 0: |          | 8738/? [57:35<00:00,  2.53it/s]\nEpoch 0: |          | 8738/? [57:35<00:00,  2.53it/s]\nEpoch 0: |          | 8739/? [57:35<00:00,  2.53it/s]\nEpoch 0: |          | 8739/? [57:35<00:00,  2.53it/s]\nEpoch 0: |          | 8740/? [57:35<00:00,  2.53it/s]\nEpoch 0: |          | 8740/? [57:35<00:00,  2.53it/s]\nEpoch 0: |          | 8741/? [57:35<00:00,  2.53it/s]\nEpoch 0: |          | 8741/? [57:35<00:00,  2.53it/s]\nEpoch 0: |          | 8742/? [57:36<00:00,  2.53it/s]\nEpoch 0: |          | 8742/? [57:36<00:00,  2.53it/s]\nEpoch 0: |          | 8743/? [57:36<00:00,  2.53it/s]\nEpoch 0: |          | 8743/? [57:36<00:00,  2.53it/s]\nEpoch 0: |          | 8744/? [57:36<00:00,  2.53it/s]\nEpoch 0: |          | 8744/? [57:36<00:00,  2.53it/s]\nEpoch 0: |          | 8745/? [57:37<00:00,  2.53it/s]\nEpoch 0: |          | 8745/? [57:37<00:00,  2.53it/s]\nEpoch 0: |          | 8746/? [57:37<00:00,  2.53it/s]\nEpoch 0: |          | 8746/? [57:37<00:00,  2.53it/s]\nEpoch 0: |          | 8747/? [57:37<00:00,  2.53it/s]\nEpoch 0: |          | 8747/? [57:37<00:00,  2.53it/s]\nEpoch 0: |          | 8748/? [57:37<00:00,  2.53it/s]\nEpoch 0: |          | 8748/? [57:37<00:00,  2.53it/s]\nEpoch 0: |          | 8749/? [57:38<00:00,  2.53it/s]\nEpoch 0: |          | 8749/? [57:38<00:00,  2.53it/s]\nEpoch 0: |          | 8750/? [57:38<00:00,  2.53it/s]\nEpoch 0: |          | 8750/? [57:38<00:00,  2.53it/s]\nEpoch 0: |          | 8751/? [57:38<00:00,  2.53it/s]\nEpoch 0: |          | 8751/? [57:38<00:00,  2.53it/s]\nEpoch 0: |          | 8752/? [57:38<00:00,  2.53it/s]\nEpoch 0: |          | 8752/? [57:38<00:00,  2.53it/s]\nEpoch 0: |          | 8753/? [57:39<00:00,  2.53it/s]\nEpoch 0: |          | 8753/? [57:39<00:00,  2.53it/s]\nEpoch 0: |          | 8754/? [57:39<00:00,  2.53it/s]\nEpoch 0: |          | 8754/? [57:39<00:00,  2.53it/s]\nEpoch 0: |          | 8755/? [57:39<00:00,  2.53it/s]\nEpoch 0: |          | 8755/? [57:39<00:00,  2.53it/s]\nEpoch 0: |          | 8756/? [57:40<00:00,  2.53it/s]\nEpoch 0: |          | 8756/? [57:40<00:00,  2.53it/s]\nEpoch 0: |          | 8757/? [57:40<00:00,  2.53it/s]\nEpoch 0: |          | 8757/? [57:40<00:00,  2.53it/s]\nEpoch 0: |          | 8758/? [57:40<00:00,  2.53it/s]\nEpoch 0: |          | 8758/? [57:40<00:00,  2.53it/s]\nEpoch 0: |          | 8759/? [57:40<00:00,  2.53it/s]\nEpoch 0: |          | 8759/? [57:40<00:00,  2.53it/s]\nEpoch 0: |          | 8760/? [57:41<00:00,  2.53it/s]\nEpoch 0: |          | 8760/? [57:41<00:00,  2.53it/s]\nEpoch 0: |          | 8761/? [57:41<00:00,  2.53it/s]\nEpoch 0: |          | 8761/? [57:41<00:00,  2.53it/s]\nEpoch 0: |          | 8762/? [57:41<00:00,  2.53it/s]\nEpoch 0: |          | 8762/? [57:41<00:00,  2.53it/s]\nEpoch 0: |          | 8763/? [57:41<00:00,  2.53it/s]\nEpoch 0: |          | 8763/? [57:41<00:00,  2.53it/s]\nEpoch 0: |          | 8764/? [57:42<00:00,  2.53it/s]\nEpoch 0: |          | 8764/? [57:42<00:00,  2.53it/s]\nEpoch 0: |          | 8765/? [57:42<00:00,  2.53it/s]\nEpoch 0: |          | 8765/? [57:42<00:00,  2.53it/s]\nEpoch 0: |          | 8766/? [57:42<00:00,  2.53it/s]\nEpoch 0: |          | 8766/? [57:42<00:00,  2.53it/s]\nEpoch 0: |          | 8767/? [57:43<00:00,  2.53it/s]\nEpoch 0: |          | 8767/? [57:43<00:00,  2.53it/s]\nEpoch 0: |          | 8768/? [57:43<00:00,  2.53it/s]\nEpoch 0: |          | 8768/? [57:43<00:00,  2.53it/s]\nEpoch 0: |          | 8769/? [57:43<00:00,  2.53it/s]\nEpoch 0: |          | 8769/? [57:43<00:00,  2.53it/s]\nEpoch 0: |          | 8770/? [57:43<00:00,  2.53it/s]\nEpoch 0: |          | 8770/? [57:43<00:00,  2.53it/s]\nEpoch 0: |          | 8771/? [57:44<00:00,  2.53it/s]\nEpoch 0: |          | 8771/? [57:44<00:00,  2.53it/s]\nEpoch 0: |          | 8772/? [57:44<00:00,  2.53it/s]\nEpoch 0: |          | 8772/? [57:44<00:00,  2.53it/s]\nEpoch 0: |          | 8773/? [57:44<00:00,  2.53it/s]\nEpoch 0: |          | 8773/? [57:44<00:00,  2.53it/s]\nEpoch 0: |          | 8774/? [57:44<00:00,  2.53it/s]\nEpoch 0: |          | 8774/? [57:44<00:00,  2.53it/s]\nEpoch 0: |          | 8775/? [57:45<00:00,  2.53it/s]\nEpoch 0: |          | 8775/? [57:45<00:00,  2.53it/s]\nEpoch 0: |          | 8776/? [57:45<00:00,  2.53it/s]\nEpoch 0: |          | 8776/? [57:45<00:00,  2.53it/s]\nEpoch 0: |          | 8777/? [57:45<00:00,  2.53it/s]\nEpoch 0: |          | 8777/? [57:45<00:00,  2.53it/s]\nEpoch 0: |          | 8778/? [57:46<00:00,  2.53it/s]\nEpoch 0: |          | 8778/? [57:46<00:00,  2.53it/s]\nEpoch 0: |          | 8779/? [57:46<00:00,  2.53it/s]\nEpoch 0: |          | 8779/? [57:46<00:00,  2.53it/s]\nEpoch 0: |          | 8780/? [57:46<00:00,  2.53it/s]\nEpoch 0: |          | 8780/? [57:46<00:00,  2.53it/s]\nEpoch 0: |          | 8781/? [57:46<00:00,  2.53it/s]\nEpoch 0: |          | 8781/? [57:46<00:00,  2.53it/s]\nEpoch 0: |          | 8782/? [57:47<00:00,  2.53it/s]\nEpoch 0: |          | 8782/? [57:47<00:00,  2.53it/s]\nEpoch 0: |          | 8783/? [57:47<00:00,  2.53it/s]\nEpoch 0: |          | 8783/? [57:47<00:00,  2.53it/s]\nEpoch 0: |          | 8784/? [57:47<00:00,  2.53it/s]\nEpoch 0: |          | 8784/? [57:47<00:00,  2.53it/s]\nEpoch 0: |          | 8785/? [57:47<00:00,  2.53it/s]\nEpoch 0: |          | 8785/? [57:47<00:00,  2.53it/s]\nEpoch 0: |          | 8786/? [57:48<00:00,  2.53it/s]\nEpoch 0: |          | 8786/? [57:48<00:00,  2.53it/s]\nEpoch 0: |          | 8787/? [57:48<00:00,  2.53it/s]\nEpoch 0: |          | 8787/? [57:48<00:00,  2.53it/s]\nEpoch 0: |          | 8788/? [57:48<00:00,  2.53it/s]\nEpoch 0: |          | 8788/? [57:48<00:00,  2.53it/s]\nEpoch 0: |          | 8789/? [57:49<00:00,  2.53it/s]\nEpoch 0: |          | 8789/? [57:49<00:00,  2.53it/s]\nEpoch 0: |          | 8790/? [57:49<00:00,  2.53it/s]\nEpoch 0: |          | 8790/? [57:49<00:00,  2.53it/s]\nEpoch 0: |          | 8791/? [57:49<00:00,  2.53it/s]\nEpoch 0: |          | 8791/? [57:49<00:00,  2.53it/s]\nEpoch 0: |          | 8792/? [57:49<00:00,  2.53it/s]\nEpoch 0: |          | 8792/? [57:49<00:00,  2.53it/s]\nEpoch 0: |          | 8793/? [57:50<00:00,  2.53it/s]\nEpoch 0: |          | 8793/? [57:50<00:00,  2.53it/s]\nEpoch 0: |          | 8794/? [57:50<00:00,  2.53it/s]\nEpoch 0: |          | 8794/? [57:50<00:00,  2.53it/s]\nEpoch 0: |          | 8795/? [57:50<00:00,  2.53it/s]\nEpoch 0: |          | 8795/? [57:50<00:00,  2.53it/s]\nEpoch 0: |          | 8796/? [57:50<00:00,  2.53it/s]\nEpoch 0: |          | 8796/? [57:50<00:00,  2.53it/s]\nEpoch 0: |          | 8797/? [57:51<00:00,  2.53it/s]\nEpoch 0: |          | 8797/? [57:51<00:00,  2.53it/s]\nEpoch 0: |          | 8798/? [57:51<00:00,  2.53it/s]\nEpoch 0: |          | 8798/? [57:51<00:00,  2.53it/s]\nEpoch 0: |          | 8799/? [57:51<00:00,  2.53it/s]\nEpoch 0: |          | 8799/? [57:51<00:00,  2.53it/s]\nEpoch 0: |          | 8800/? [57:52<00:00,  2.53it/s]\nEpoch 0: |          | 8800/? [57:52<00:00,  2.53it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.65it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.06it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.17it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.85it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 8800/? [57:52<00:00,  2.53it/s]\nEpoch 0: |          | 8801/? [57:52<00:00,  2.53it/s]\nEpoch 0: |          | 8801/? [57:52<00:00,  2.53it/s]\nEpoch 0: |          | 8802/? [57:52<00:00,  2.53it/s]\nEpoch 0: |          | 8802/? [57:52<00:00,  2.53it/s]\nEpoch 0: |          | 8803/? [57:53<00:00,  2.53it/s]\nEpoch 0: |          | 8803/? [57:53<00:00,  2.53it/s]\nEpoch 0: |          | 8804/? [57:53<00:00,  2.53it/s]\nEpoch 0: |          | 8804/? [57:53<00:00,  2.53it/s]\nEpoch 0: |          | 8805/? [57:53<00:00,  2.53it/s]\nEpoch 0: |          | 8805/? [57:53<00:00,  2.53it/s]\nEpoch 0: |          | 8806/? [57:53<00:00,  2.53it/s]\nEpoch 0: |          | 8806/? [57:53<00:00,  2.53it/s]\nEpoch 0: |          | 8807/? [57:54<00:00,  2.53it/s]\nEpoch 0: |          | 8807/? [57:54<00:00,  2.53it/s]\nEpoch 0: |          | 8808/? [57:54<00:00,  2.54it/s]\nEpoch 0: |          | 8808/? [57:54<00:00,  2.54it/s]\nEpoch 0: |          | 8809/? [57:54<00:00,  2.54it/s]\nEpoch 0: |          | 8809/? [57:54<00:00,  2.54it/s]\nEpoch 0: |          | 8810/? [57:55<00:00,  2.54it/s]\nEpoch 0: |          | 8810/? [57:55<00:00,  2.54it/s]\nEpoch 0: |          | 8811/? [57:55<00:00,  2.54it/s]\nEpoch 0: |          | 8811/? [57:55<00:00,  2.54it/s]\nEpoch 0: |          | 8812/? [57:55<00:00,  2.54it/s]\nEpoch 0: |          | 8812/? [57:55<00:00,  2.54it/s]\nEpoch 0: |          | 8813/? [57:55<00:00,  2.54it/s]\nEpoch 0: |          | 8813/? [57:55<00:00,  2.54it/s]\nEpoch 0: |          | 8814/? [57:56<00:00,  2.54it/s]\nEpoch 0: |          | 8814/? [57:56<00:00,  2.54it/s]\nEpoch 0: |          | 8815/? [57:56<00:00,  2.54it/s]\nEpoch 0: |          | 8815/? [57:56<00:00,  2.54it/s]\nEpoch 0: |          | 8816/? [57:56<00:00,  2.54it/s]\nEpoch 0: |          | 8816/? [57:56<00:00,  2.54it/s]\nEpoch 0: |          | 8817/? [57:56<00:00,  2.54it/s]\nEpoch 0: |          | 8817/? [57:56<00:00,  2.54it/s]\nEpoch 0: |          | 8818/? [57:57<00:00,  2.54it/s]\nEpoch 0: |          | 8818/? [57:57<00:00,  2.54it/s]\nEpoch 0: |          | 8819/? [57:57<00:00,  2.54it/s]\nEpoch 0: |          | 8819/? [57:57<00:00,  2.54it/s]\nEpoch 0: |          | 8820/? [57:57<00:00,  2.54it/s]\nEpoch 0: |          | 8820/? [57:57<00:00,  2.54it/s]\nEpoch 0: |          | 8821/? [57:58<00:00,  2.54it/s]\nEpoch 0: |          | 8821/? [57:58<00:00,  2.54it/s]\nEpoch 0: |          | 8822/? [57:58<00:00,  2.54it/s]\nEpoch 0: |          | 8822/? [57:58<00:00,  2.54it/s]\nEpoch 0: |          | 8823/? [57:58<00:00,  2.54it/s]\nEpoch 0: |          | 8823/? [57:58<00:00,  2.54it/s]\nEpoch 0: |          | 8824/? [57:58<00:00,  2.54it/s]\nEpoch 0: |          | 8824/? [57:58<00:00,  2.54it/s]\nEpoch 0: |          | 8825/? [57:59<00:00,  2.54it/s]\nEpoch 0: |          | 8825/? [57:59<00:00,  2.54it/s]\nEpoch 0: |          | 8826/? [57:59<00:00,  2.54it/s]\nEpoch 0: |          | 8826/? [57:59<00:00,  2.54it/s]\nEpoch 0: |          | 8827/? [57:59<00:00,  2.54it/s]\nEpoch 0: |          | 8827/? [57:59<00:00,  2.54it/s]\nEpoch 0: |          | 8828/? [58:00<00:00,  2.54it/s]\nEpoch 0: |          | 8828/? [58:00<00:00,  2.54it/s]\nEpoch 0: |          | 8829/? [58:00<00:00,  2.54it/s]\nEpoch 0: |          | 8829/? [58:00<00:00,  2.54it/s]\nEpoch 0: |          | 8830/? [58:00<00:00,  2.54it/s]\nEpoch 0: |          | 8830/? [58:00<00:00,  2.54it/s]\nEpoch 0: |          | 8831/? [58:00<00:00,  2.54it/s]\nEpoch 0: |          | 8831/? [58:00<00:00,  2.54it/s]\nEpoch 0: |          | 8832/? [58:01<00:00,  2.54it/s]\nEpoch 0: |          | 8832/? [58:01<00:00,  2.54it/s]\nEpoch 0: |          | 8833/? [58:01<00:00,  2.54it/s]\nEpoch 0: |          | 8833/? [58:01<00:00,  2.54it/s]\nEpoch 0: |          | 8834/? [58:01<00:00,  2.54it/s]\nEpoch 0: |          | 8834/? [58:01<00:00,  2.54it/s]\nEpoch 0: |          | 8835/? [58:01<00:00,  2.54it/s]\nEpoch 0: |          | 8835/? [58:01<00:00,  2.54it/s]\nEpoch 0: |          | 8836/? [58:02<00:00,  2.54it/s]\nEpoch 0: |          | 8836/? [58:02<00:00,  2.54it/s]\nEpoch 0: |          | 8837/? [58:02<00:00,  2.54it/s]\nEpoch 0: |          | 8837/? [58:02<00:00,  2.54it/s]\nEpoch 0: |          | 8838/? [58:02<00:00,  2.54it/s]\nEpoch 0: |          | 8838/? [58:02<00:00,  2.54it/s]\nEpoch 0: |          | 8839/? [58:03<00:00,  2.54it/s]\nEpoch 0: |          | 8839/? [58:03<00:00,  2.54it/s]\nEpoch 0: |          | 8840/? [58:03<00:00,  2.54it/s]\nEpoch 0: |          | 8840/? [58:03<00:00,  2.54it/s]\nEpoch 0: |          | 8841/? [58:03<00:00,  2.54it/s]\nEpoch 0: |          | 8841/? [58:03<00:00,  2.54it/s]\nEpoch 0: |          | 8842/? [58:03<00:00,  2.54it/s]\nEpoch 0: |          | 8842/? [58:03<00:00,  2.54it/s]\nEpoch 0: |          | 8843/? [58:04<00:00,  2.54it/s]\nEpoch 0: |          | 8843/? [58:04<00:00,  2.54it/s]\nEpoch 0: |          | 8844/? [58:04<00:00,  2.54it/s]\nEpoch 0: |          | 8844/? [58:04<00:00,  2.54it/s]\nEpoch 0: |          | 8845/? [58:04<00:00,  2.54it/s]\nEpoch 0: |          | 8845/? [58:04<00:00,  2.54it/s]\nEpoch 0: |          | 8846/? [58:04<00:00,  2.54it/s]\nEpoch 0: |          | 8846/? [58:04<00:00,  2.54it/s]\nEpoch 0: |          | 8847/? [58:05<00:00,  2.54it/s]\nEpoch 0: |          | 8847/? [58:05<00:00,  2.54it/s]\nEpoch 0: |          | 8848/? [58:05<00:00,  2.54it/s]\nEpoch 0: |          | 8848/? [58:05<00:00,  2.54it/s]\nEpoch 0: |          | 8849/? [58:05<00:00,  2.54it/s]\nEpoch 0: |          | 8849/? [58:05<00:00,  2.54it/s]\nEpoch 0: |          | 8850/? [58:06<00:00,  2.54it/s]\nEpoch 0: |          | 8850/? [58:06<00:00,  2.54it/s]\nEpoch 0: |          | 8851/? [58:06<00:00,  2.54it/s]\nEpoch 0: |          | 8851/? [58:06<00:00,  2.54it/s]\nEpoch 0: |          | 8852/? [58:06<00:00,  2.54it/s]\nEpoch 0: |          | 8852/? [58:06<00:00,  2.54it/s]\nEpoch 0: |          | 8853/? [58:06<00:00,  2.54it/s]\nEpoch 0: |          | 8853/? [58:06<00:00,  2.54it/s]\nEpoch 0: |          | 8854/? [58:07<00:00,  2.54it/s]\nEpoch 0: |          | 8854/? [58:07<00:00,  2.54it/s]\nEpoch 0: |          | 8855/? [58:07<00:00,  2.54it/s]\nEpoch 0: |          | 8855/? [58:07<00:00,  2.54it/s]\nEpoch 0: |          | 8856/? [58:07<00:00,  2.54it/s]\nEpoch 0: |          | 8856/? [58:07<00:00,  2.54it/s]\nEpoch 0: |          | 8857/? [58:07<00:00,  2.54it/s]\nEpoch 0: |          | 8857/? [58:07<00:00,  2.54it/s]\nEpoch 0: |          | 8858/? [58:08<00:00,  2.54it/s]\nEpoch 0: |          | 8858/? [58:08<00:00,  2.54it/s]\nEpoch 0: |          | 8859/? [58:08<00:00,  2.54it/s]\nEpoch 0: |          | 8859/? [58:08<00:00,  2.54it/s]\nEpoch 0: |          | 8860/? [58:08<00:00,  2.54it/s]\nEpoch 0: |          | 8860/? [58:08<00:00,  2.54it/s]\nEpoch 0: |          | 8861/? [58:09<00:00,  2.54it/s]\nEpoch 0: |          | 8861/? [58:09<00:00,  2.54it/s]\nEpoch 0: |          | 8862/? [58:09<00:00,  2.54it/s]\nEpoch 0: |          | 8862/? [58:09<00:00,  2.54it/s]\nEpoch 0: |          | 8863/? [58:09<00:00,  2.54it/s]\nEpoch 0: |          | 8863/? [58:09<00:00,  2.54it/s]\nEpoch 0: |          | 8864/? [58:09<00:00,  2.54it/s]\nEpoch 0: |          | 8864/? [58:09<00:00,  2.54it/s]\nEpoch 0: |          | 8865/? [58:10<00:00,  2.54it/s]\nEpoch 0: |          | 8865/? [58:10<00:00,  2.54it/s]\nEpoch 0: |          | 8866/? [58:10<00:00,  2.54it/s]\nEpoch 0: |          | 8866/? [58:10<00:00,  2.54it/s]\nEpoch 0: |          | 8867/? [58:10<00:00,  2.54it/s]\nEpoch 0: |          | 8867/? [58:10<00:00,  2.54it/s]\nEpoch 0: |          | 8868/? [58:10<00:00,  2.54it/s]\nEpoch 0: |          | 8868/? [58:10<00:00,  2.54it/s]\nEpoch 0: |          | 8869/? [58:11<00:00,  2.54it/s]\nEpoch 0: |          | 8869/? [58:11<00:00,  2.54it/s]\nEpoch 0: |          | 8870/? [58:11<00:00,  2.54it/s]\nEpoch 0: |          | 8870/? [58:11<00:00,  2.54it/s]\nEpoch 0: |          | 8871/? [58:11<00:00,  2.54it/s]\nEpoch 0: |          | 8871/? [58:11<00:00,  2.54it/s]\nEpoch 0: |          | 8872/? [58:12<00:00,  2.54it/s]\nEpoch 0: |          | 8872/? [58:12<00:00,  2.54it/s]\nEpoch 0: |          | 8873/? [58:12<00:00,  2.54it/s]\nEpoch 0: |          | 8873/? [58:12<00:00,  2.54it/s]\nEpoch 0: |          | 8874/? [58:12<00:00,  2.54it/s]\nEpoch 0: |          | 8874/? [58:12<00:00,  2.54it/s]\nEpoch 0: |          | 8875/? [58:12<00:00,  2.54it/s]\nEpoch 0: |          | 8875/? [58:12<00:00,  2.54it/s]\nEpoch 0: |          | 8876/? [58:13<00:00,  2.54it/s]\nEpoch 0: |          | 8876/? [58:13<00:00,  2.54it/s]\nEpoch 0: |          | 8877/? [58:13<00:00,  2.54it/s]\nEpoch 0: |          | 8877/? [58:13<00:00,  2.54it/s]\nEpoch 0: |          | 8878/? [58:13<00:00,  2.54it/s]\nEpoch 0: |          | 8878/? [58:13<00:00,  2.54it/s]\nEpoch 0: |          | 8879/? [58:13<00:00,  2.54it/s]\nEpoch 0: |          | 8879/? [58:13<00:00,  2.54it/s]\nEpoch 0: |          | 8880/? [58:14<00:00,  2.54it/s]\nEpoch 0: |          | 8880/? [58:14<00:00,  2.54it/s]\nEpoch 0: |          | 8881/? [58:14<00:00,  2.54it/s]\nEpoch 0: |          | 8881/? [58:14<00:00,  2.54it/s]\nEpoch 0: |          | 8882/? [58:14<00:00,  2.54it/s]\nEpoch 0: |          | 8882/? [58:14<00:00,  2.54it/s]\nEpoch 0: |          | 8883/? [58:15<00:00,  2.54it/s]\nEpoch 0: |          | 8883/? [58:15<00:00,  2.54it/s]\nEpoch 0: |          | 8884/? [58:15<00:00,  2.54it/s]\nEpoch 0: |          | 8884/? [58:15<00:00,  2.54it/s]\nEpoch 0: |          | 8885/? [58:15<00:00,  2.54it/s]\nEpoch 0: |          | 8885/? [58:15<00:00,  2.54it/s]\nEpoch 0: |          | 8886/? [58:15<00:00,  2.54it/s]\nEpoch 0: |          | 8886/? [58:15<00:00,  2.54it/s]\nEpoch 0: |          | 8887/? [58:16<00:00,  2.54it/s]\nEpoch 0: |          | 8887/? [58:16<00:00,  2.54it/s]\nEpoch 0: |          | 8888/? [58:16<00:00,  2.54it/s]\nEpoch 0: |          | 8888/? [58:16<00:00,  2.54it/s]\nEpoch 0: |          | 8889/? [58:16<00:00,  2.54it/s]\nEpoch 0: |          | 8889/? [58:16<00:00,  2.54it/s]\nEpoch 0: |          | 8890/? [58:16<00:00,  2.54it/s]\nEpoch 0: |          | 8890/? [58:16<00:00,  2.54it/s]\nEpoch 0: |          | 8891/? [58:17<00:00,  2.54it/s]\nEpoch 0: |          | 8891/? [58:17<00:00,  2.54it/s]\nEpoch 0: |          | 8892/? [58:17<00:00,  2.54it/s]\nEpoch 0: |          | 8892/? [58:17<00:00,  2.54it/s]\nEpoch 0: |          | 8893/? [58:17<00:00,  2.54it/s]\nEpoch 0: |          | 8893/? [58:17<00:00,  2.54it/s]\nEpoch 0: |          | 8894/? [58:18<00:00,  2.54it/s]\nEpoch 0: |          | 8894/? [58:18<00:00,  2.54it/s]\nEpoch 0: |          | 8895/? [58:18<00:00,  2.54it/s]\nEpoch 0: |          | 8895/? [58:18<00:00,  2.54it/s]\nEpoch 0: |          | 8896/? [58:18<00:00,  2.54it/s]\nEpoch 0: |          | 8896/? [58:18<00:00,  2.54it/s]\nEpoch 0: |          | 8897/? [58:18<00:00,  2.54it/s]\nEpoch 0: |          | 8897/? [58:18<00:00,  2.54it/s]\nEpoch 0: |          | 8898/? [58:19<00:00,  2.54it/s]\nEpoch 0: |          | 8898/? [58:19<00:00,  2.54it/s]\nEpoch 0: |          | 8899/? [58:19<00:00,  2.54it/s]\nEpoch 0: |          | 8899/? [58:19<00:00,  2.54it/s]\nEpoch 0: |          | 8900/? [58:19<00:00,  2.54it/s]\nEpoch 0: |          | 8900/? [58:19<00:00,  2.54it/s]\nEpoch 0: |          | 8901/? [58:19<00:00,  2.54it/s]\nEpoch 0: |          | 8901/? [58:19<00:00,  2.54it/s]\nEpoch 0: |          | 8902/? [58:20<00:00,  2.54it/s]\nEpoch 0: |          | 8902/? [58:20<00:00,  2.54it/s]\nEpoch 0: |          | 8903/? [58:20<00:00,  2.54it/s]\nEpoch 0: |          | 8903/? [58:20<00:00,  2.54it/s]\nEpoch 0: |          | 8904/? [58:20<00:00,  2.54it/s]\nEpoch 0: |          | 8904/? [58:20<00:00,  2.54it/s]\nEpoch 0: |          | 8905/? [58:21<00:00,  2.54it/s]\nEpoch 0: |          | 8905/? [58:21<00:00,  2.54it/s]\nEpoch 0: |          | 8906/? [58:21<00:00,  2.54it/s]\nEpoch 0: |          | 8906/? [58:21<00:00,  2.54it/s]\nEpoch 0: |          | 8907/? [58:21<00:00,  2.54it/s]\nEpoch 0: |          | 8907/? [58:21<00:00,  2.54it/s]\nEpoch 0: |          | 8908/? [58:21<00:00,  2.54it/s]\nEpoch 0: |          | 8908/? [58:21<00:00,  2.54it/s]\nEpoch 0: |          | 8909/? [58:22<00:00,  2.54it/s]\nEpoch 0: |          | 8909/? [58:22<00:00,  2.54it/s]\nEpoch 0: |          | 8910/? [58:22<00:00,  2.54it/s]\nEpoch 0: |          | 8910/? [58:22<00:00,  2.54it/s]\nEpoch 0: |          | 8911/? [58:22<00:00,  2.54it/s]\nEpoch 0: |          | 8911/? [58:22<00:00,  2.54it/s]\nEpoch 0: |          | 8912/? [58:22<00:00,  2.54it/s]\nEpoch 0: |          | 8912/? [58:22<00:00,  2.54it/s]\nEpoch 0: |          | 8913/? [58:23<00:00,  2.54it/s]\nEpoch 0: |          | 8913/? [58:23<00:00,  2.54it/s]\nEpoch 0: |          | 8914/? [58:23<00:00,  2.54it/s]\nEpoch 0: |          | 8914/? [58:23<00:00,  2.54it/s]\nEpoch 0: |          | 8915/? [58:23<00:00,  2.54it/s]\nEpoch 0: |          | 8915/? [58:23<00:00,  2.54it/s]\nEpoch 0: |          | 8916/? [58:24<00:00,  2.54it/s]\nEpoch 0: |          | 8916/? [58:24<00:00,  2.54it/s]\nEpoch 0: |          | 8917/? [58:24<00:00,  2.54it/s]\nEpoch 0: |          | 8917/? [58:24<00:00,  2.54it/s]\nEpoch 0: |          | 8918/? [58:24<00:00,  2.54it/s]\nEpoch 0: |          | 8918/? [58:24<00:00,  2.54it/s]\nEpoch 0: |          | 8919/? [58:24<00:00,  2.54it/s]\nEpoch 0: |          | 8919/? [58:24<00:00,  2.54it/s]\nEpoch 0: |          | 8920/? [58:25<00:00,  2.54it/s]\nEpoch 0: |          | 8920/? [58:25<00:00,  2.54it/s]\nEpoch 0: |          | 8921/? [58:25<00:00,  2.54it/s]\nEpoch 0: |          | 8921/? [58:25<00:00,  2.54it/s]\nEpoch 0: |          | 8922/? [58:25<00:00,  2.54it/s]\nEpoch 0: |          | 8922/? [58:25<00:00,  2.54it/s]\nEpoch 0: |          | 8923/? [58:25<00:00,  2.55it/s]\nEpoch 0: |          | 8923/? [58:25<00:00,  2.55it/s]\nEpoch 0: |          | 8924/? [58:26<00:00,  2.55it/s]\nEpoch 0: |          | 8924/? [58:26<00:00,  2.55it/s]\nEpoch 0: |          | 8925/? [58:26<00:00,  2.55it/s]\nEpoch 0: |          | 8925/? [58:26<00:00,  2.55it/s]\nEpoch 0: |          | 8926/? [58:26<00:00,  2.55it/s]\nEpoch 0: |          | 8926/? [58:26<00:00,  2.55it/s]\nEpoch 0: |          | 8927/? [58:27<00:00,  2.55it/s]\nEpoch 0: |          | 8927/? [58:27<00:00,  2.55it/s]\nEpoch 0: |          | 8928/? [58:27<00:00,  2.55it/s]\nEpoch 0: |          | 8928/? [58:27<00:00,  2.55it/s]\nEpoch 0: |          | 8929/? [58:27<00:00,  2.55it/s]\nEpoch 0: |          | 8929/? [58:27<00:00,  2.55it/s]\nEpoch 0: |          | 8930/? [58:27<00:00,  2.55it/s]\nEpoch 0: |          | 8930/? [58:27<00:00,  2.55it/s]\nEpoch 0: |          | 8931/? [58:28<00:00,  2.55it/s]\nEpoch 0: |          | 8931/? [58:28<00:00,  2.55it/s]\nEpoch 0: |          | 8932/? [58:28<00:00,  2.55it/s]\nEpoch 0: |          | 8932/? [58:28<00:00,  2.55it/s]\nEpoch 0: |          | 8933/? [58:28<00:00,  2.55it/s]\nEpoch 0: |          | 8933/? [58:28<00:00,  2.55it/s]\nEpoch 0: |          | 8934/? [58:29<00:00,  2.55it/s]\nEpoch 0: |          | 8934/? [58:29<00:00,  2.55it/s]\nEpoch 0: |          | 8935/? [58:29<00:00,  2.55it/s]\nEpoch 0: |          | 8935/? [58:29<00:00,  2.55it/s]\nEpoch 0: |          | 8936/? [58:29<00:00,  2.55it/s]\nEpoch 0: |          | 8936/? [58:29<00:00,  2.55it/s]\nEpoch 0: |          | 8937/? [58:29<00:00,  2.55it/s]\nEpoch 0: |          | 8937/? [58:29<00:00,  2.55it/s]\nEpoch 0: |          | 8938/? [58:30<00:00,  2.55it/s]\nEpoch 0: |          | 8938/? [58:30<00:00,  2.55it/s]\nEpoch 0: |          | 8939/? [58:30<00:00,  2.55it/s]\nEpoch 0: |          | 8939/? [58:30<00:00,  2.55it/s]\nEpoch 0: |          | 8940/? [58:30<00:00,  2.55it/s]\nEpoch 0: |          | 8940/? [58:30<00:00,  2.55it/s]\nEpoch 0: |          | 8941/? [58:30<00:00,  2.55it/s]\nEpoch 0: |          | 8941/? [58:30<00:00,  2.55it/s]\nEpoch 0: |          | 8942/? [58:31<00:00,  2.55it/s]\nEpoch 0: |          | 8942/? [58:31<00:00,  2.55it/s]\nEpoch 0: |          | 8943/? [58:31<00:00,  2.55it/s]\nEpoch 0: |          | 8943/? [58:31<00:00,  2.55it/s]\nEpoch 0: |          | 8944/? [58:31<00:00,  2.55it/s]\nEpoch 0: |          | 8944/? [58:31<00:00,  2.55it/s]\nEpoch 0: |          | 8945/? [58:32<00:00,  2.55it/s]\nEpoch 0: |          | 8945/? [58:32<00:00,  2.55it/s]\nEpoch 0: |          | 8946/? [58:32<00:00,  2.55it/s]\nEpoch 0: |          | 8946/? [58:32<00:00,  2.55it/s]\nEpoch 0: |          | 8947/? [58:32<00:00,  2.55it/s]\nEpoch 0: |          | 8947/? [58:32<00:00,  2.55it/s]\nEpoch 0: |          | 8948/? [58:32<00:00,  2.55it/s]\nEpoch 0: |          | 8948/? [58:32<00:00,  2.55it/s]\nEpoch 0: |          | 8949/? [58:33<00:00,  2.55it/s]\nEpoch 0: |          | 8949/? [58:33<00:00,  2.55it/s]\nEpoch 0: |          | 8950/? [58:33<00:00,  2.55it/s]\nEpoch 0: |          | 8950/? [58:33<00:00,  2.55it/s]\nEpoch 0: |          | 8951/? [58:33<00:00,  2.55it/s]\nEpoch 0: |          | 8951/? [58:33<00:00,  2.55it/s]\nEpoch 0: |          | 8952/? [58:33<00:00,  2.55it/s]\nEpoch 0: |          | 8952/? [58:33<00:00,  2.55it/s]\nEpoch 0: |          | 8953/? [58:34<00:00,  2.55it/s]\nEpoch 0: |          | 8953/? [58:34<00:00,  2.55it/s]\nEpoch 0: |          | 8954/? [58:34<00:00,  2.55it/s]\nEpoch 0: |          | 8954/? [58:34<00:00,  2.55it/s]\nEpoch 0: |          | 8955/? [58:34<00:00,  2.55it/s]\nEpoch 0: |          | 8955/? [58:34<00:00,  2.55it/s]\nEpoch 0: |          | 8956/? [58:35<00:00,  2.55it/s]\nEpoch 0: |          | 8956/? [58:35<00:00,  2.55it/s]\nEpoch 0: |          | 8957/? [58:35<00:00,  2.55it/s]\nEpoch 0: |          | 8957/? [58:35<00:00,  2.55it/s]\nEpoch 0: |          | 8958/? [58:35<00:00,  2.55it/s]\nEpoch 0: |          | 8958/? [58:35<00:00,  2.55it/s]\nEpoch 0: |          | 8959/? [58:35<00:00,  2.55it/s]\nEpoch 0: |          | 8959/? [58:35<00:00,  2.55it/s]\nEpoch 0: |          | 8960/? [58:36<00:00,  2.55it/s]\nEpoch 0: |          | 8960/? [58:36<00:00,  2.55it/s]\nEpoch 0: |          | 8961/? [58:36<00:00,  2.55it/s]\nEpoch 0: |          | 8961/? [58:36<00:00,  2.55it/s]\nEpoch 0: |          | 8962/? [58:36<00:00,  2.55it/s]\nEpoch 0: |          | 8962/? [58:36<00:00,  2.55it/s]\nEpoch 0: |          | 8963/? [58:36<00:00,  2.55it/s]\nEpoch 0: |          | 8963/? [58:36<00:00,  2.55it/s]\nEpoch 0: |          | 8964/? [58:37<00:00,  2.55it/s]\nEpoch 0: |          | 8964/? [58:37<00:00,  2.55it/s]\nEpoch 0: |          | 8965/? [58:37<00:00,  2.55it/s]\nEpoch 0: |          | 8965/? [58:37<00:00,  2.55it/s]\nEpoch 0: |          | 8966/? [58:37<00:00,  2.55it/s]\nEpoch 0: |          | 8966/? [58:37<00:00,  2.55it/s]\nEpoch 0: |          | 8967/? [58:38<00:00,  2.55it/s]\nEpoch 0: |          | 8967/? [58:38<00:00,  2.55it/s]\nEpoch 0: |          | 8968/? [58:38<00:00,  2.55it/s]\nEpoch 0: |          | 8968/? [58:38<00:00,  2.55it/s]\nEpoch 0: |          | 8969/? [58:38<00:00,  2.55it/s]\nEpoch 0: |          | 8969/? [58:38<00:00,  2.55it/s]\nEpoch 0: |          | 8970/? [58:38<00:00,  2.55it/s]\nEpoch 0: |          | 8970/? [58:38<00:00,  2.55it/s]\nEpoch 0: |          | 8971/? [58:39<00:00,  2.55it/s]\nEpoch 0: |          | 8971/? [58:39<00:00,  2.55it/s]\nEpoch 0: |          | 8972/? [58:39<00:00,  2.55it/s]\nEpoch 0: |          | 8972/? [58:39<00:00,  2.55it/s]\nEpoch 0: |          | 8973/? [58:39<00:00,  2.55it/s]\nEpoch 0: |          | 8973/? [58:39<00:00,  2.55it/s]\nEpoch 0: |          | 8974/? [58:39<00:00,  2.55it/s]\nEpoch 0: |          | 8974/? [58:39<00:00,  2.55it/s]\nEpoch 0: |          | 8975/? [58:40<00:00,  2.55it/s]\nEpoch 0: |          | 8975/? [58:40<00:00,  2.55it/s]\nEpoch 0: |          | 8976/? [58:40<00:00,  2.55it/s]\nEpoch 0: |          | 8976/? [58:40<00:00,  2.55it/s]\nEpoch 0: |          | 8977/? [58:40<00:00,  2.55it/s]\nEpoch 0: |          | 8977/? [58:40<00:00,  2.55it/s]\nEpoch 0: |          | 8978/? [58:41<00:00,  2.55it/s]\nEpoch 0: |          | 8978/? [58:41<00:00,  2.55it/s]\nEpoch 0: |          | 8979/? [58:41<00:00,  2.55it/s]\nEpoch 0: |          | 8979/? [58:41<00:00,  2.55it/s]\nEpoch 0: |          | 8980/? [58:41<00:00,  2.55it/s]\nEpoch 0: |          | 8980/? [58:41<00:00,  2.55it/s]\nEpoch 0: |          | 8981/? [58:41<00:00,  2.55it/s]\nEpoch 0: |          | 8981/? [58:41<00:00,  2.55it/s]\nEpoch 0: |          | 8982/? [58:42<00:00,  2.55it/s]\nEpoch 0: |          | 8982/? [58:42<00:00,  2.55it/s]\nEpoch 0: |          | 8983/? [58:42<00:00,  2.55it/s]\nEpoch 0: |          | 8983/? [58:42<00:00,  2.55it/s]\nEpoch 0: |          | 8984/? [58:42<00:00,  2.55it/s]\nEpoch 0: |          | 8984/? [58:42<00:00,  2.55it/s]\nEpoch 0: |          | 8985/? [58:43<00:00,  2.55it/s]\nEpoch 0: |          | 8985/? [58:43<00:00,  2.55it/s]\nEpoch 0: |          | 8986/? [58:43<00:00,  2.55it/s]\nEpoch 0: |          | 8986/? [58:43<00:00,  2.55it/s]\nEpoch 0: |          | 8987/? [58:43<00:00,  2.55it/s]\nEpoch 0: |          | 8987/? [58:43<00:00,  2.55it/s]\nEpoch 0: |          | 8988/? [58:43<00:00,  2.55it/s]\nEpoch 0: |          | 8988/? [58:43<00:00,  2.55it/s]\nEpoch 0: |          | 8989/? [58:44<00:00,  2.55it/s]\nEpoch 0: |          | 8989/? [58:44<00:00,  2.55it/s]\nEpoch 0: |          | 8990/? [58:44<00:00,  2.55it/s]\nEpoch 0: |          | 8990/? [58:44<00:00,  2.55it/s]\nEpoch 0: |          | 8991/? [58:44<00:00,  2.55it/s]\nEpoch 0: |          | 8991/? [58:44<00:00,  2.55it/s]\nEpoch 0: |          | 8992/? [58:45<00:00,  2.55it/s]\nEpoch 0: |          | 8992/? [58:45<00:00,  2.55it/s]\nEpoch 0: |          | 8993/? [58:45<00:00,  2.55it/s]\nEpoch 0: |          | 8993/? [58:45<00:00,  2.55it/s]\nEpoch 0: |          | 8994/? [58:45<00:00,  2.55it/s]\nEpoch 0: |          | 8994/? [58:45<00:00,  2.55it/s]\nEpoch 0: |          | 8995/? [58:45<00:00,  2.55it/s]\nEpoch 0: |          | 8995/? [58:45<00:00,  2.55it/s]\nEpoch 0: |          | 8996/? [58:46<00:00,  2.55it/s]\nEpoch 0: |          | 8996/? [58:46<00:00,  2.55it/s]\nEpoch 0: |          | 8997/? [58:46<00:00,  2.55it/s]\nEpoch 0: |          | 8997/? [58:46<00:00,  2.55it/s]\nEpoch 0: |          | 8998/? [58:46<00:00,  2.55it/s]\nEpoch 0: |          | 8998/? [58:46<00:00,  2.55it/s]\nEpoch 0: |          | 8999/? [58:47<00:00,  2.55it/s]\nEpoch 0: |          | 8999/? [58:47<00:00,  2.55it/s]\nEpoch 0: |          | 9000/? [58:47<00:00,  2.55it/s]\nEpoch 0: |          | 9000/? [58:47<00:00,  2.55it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.10it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.16it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.87it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.91it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 9000/? [58:47<00:00,  2.55it/s]\nEpoch 0: |          | 9001/? [58:47<00:00,  2.55it/s]\nEpoch 0: |          | 9001/? [58:47<00:00,  2.55it/s]\nEpoch 0: |          | 9002/? [58:48<00:00,  2.55it/s]\nEpoch 0: |          | 9002/? [58:48<00:00,  2.55it/s]\nEpoch 0: |          | 9003/? [58:48<00:00,  2.55it/s]\nEpoch 0: |          | 9003/? [58:48<00:00,  2.55it/s]\nEpoch 0: |          | 9004/? [58:48<00:00,  2.55it/s]\nEpoch 0: |          | 9004/? [58:48<00:00,  2.55it/s]\nEpoch 0: |          | 9005/? [58:49<00:00,  2.55it/s]\nEpoch 0: |          | 9005/? [58:49<00:00,  2.55it/s]\nEpoch 0: |          | 9006/? [58:49<00:00,  2.55it/s]\nEpoch 0: |          | 9006/? [58:49<00:00,  2.55it/s]\nEpoch 0: |          | 9007/? [58:49<00:00,  2.55it/s]\nEpoch 0: |          | 9007/? [58:49<00:00,  2.55it/s]\nEpoch 0: |          | 9008/? [58:49<00:00,  2.55it/s]\nEpoch 0: |          | 9008/? [58:49<00:00,  2.55it/s]\nEpoch 0: |          | 9009/? [58:50<00:00,  2.55it/s]\nEpoch 0: |          | 9009/? [58:50<00:00,  2.55it/s]\nEpoch 0: |          | 9010/? [58:50<00:00,  2.55it/s]\nEpoch 0: |          | 9010/? [58:50<00:00,  2.55it/s]\nEpoch 0: |          | 9011/? [58:50<00:00,  2.55it/s]\nEpoch 0: |          | 9011/? [58:50<00:00,  2.55it/s]\nEpoch 0: |          | 9012/? [58:50<00:00,  2.55it/s]\nEpoch 0: |          | 9012/? [58:50<00:00,  2.55it/s]\nEpoch 0: |          | 9013/? [58:51<00:00,  2.55it/s]\nEpoch 0: |          | 9013/? [58:51<00:00,  2.55it/s]\nEpoch 0: |          | 9014/? [58:51<00:00,  2.55it/s]\nEpoch 0: |          | 9014/? [58:51<00:00,  2.55it/s]\nEpoch 0: |          | 9015/? [58:51<00:00,  2.55it/s]\nEpoch 0: |          | 9015/? [58:51<00:00,  2.55it/s]\nEpoch 0: |          | 9016/? [58:52<00:00,  2.55it/s]\nEpoch 0: |          | 9016/? [58:52<00:00,  2.55it/s]\nEpoch 0: |          | 9017/? [58:52<00:00,  2.55it/s]\nEpoch 0: |          | 9017/? [58:52<00:00,  2.55it/s]\nEpoch 0: |          | 9018/? [58:52<00:00,  2.55it/s]\nEpoch 0: |          | 9018/? [58:52<00:00,  2.55it/s]\nEpoch 0: |          | 9019/? [58:52<00:00,  2.55it/s]\nEpoch 0: |          | 9019/? [58:52<00:00,  2.55it/s]\nEpoch 0: |          | 9020/? [58:53<00:00,  2.55it/s]\nEpoch 0: |          | 9020/? [58:53<00:00,  2.55it/s]\nEpoch 0: |          | 9021/? [58:53<00:00,  2.55it/s]\nEpoch 0: |          | 9021/? [58:53<00:00,  2.55it/s]\nEpoch 0: |          | 9022/? [58:53<00:00,  2.55it/s]\nEpoch 0: |          | 9022/? [58:53<00:00,  2.55it/s]\nEpoch 0: |          | 9023/? [58:53<00:00,  2.55it/s]\nEpoch 0: |          | 9023/? [58:53<00:00,  2.55it/s]\nEpoch 0: |          | 9024/? [58:54<00:00,  2.55it/s]\nEpoch 0: |          | 9024/? [58:54<00:00,  2.55it/s]\nEpoch 0: |          | 9025/? [58:54<00:00,  2.55it/s]\nEpoch 0: |          | 9025/? [58:54<00:00,  2.55it/s]\nEpoch 0: |          | 9026/? [58:54<00:00,  2.55it/s]\nEpoch 0: |          | 9026/? [58:54<00:00,  2.55it/s]\nEpoch 0: |          | 9027/? [58:55<00:00,  2.55it/s]\nEpoch 0: |          | 9027/? [58:55<00:00,  2.55it/s]\nEpoch 0: |          | 9028/? [58:55<00:00,  2.55it/s]\nEpoch 0: |          | 9028/? [58:55<00:00,  2.55it/s]\nEpoch 0: |          | 9029/? [58:55<00:00,  2.55it/s]\nEpoch 0: |          | 9029/? [58:55<00:00,  2.55it/s]\nEpoch 0: |          | 9030/? [58:55<00:00,  2.55it/s]\nEpoch 0: |          | 9030/? [58:55<00:00,  2.55it/s]\nEpoch 0: |          | 9031/? [58:56<00:00,  2.55it/s]\nEpoch 0: |          | 9031/? [58:56<00:00,  2.55it/s]\nEpoch 0: |          | 9032/? [58:56<00:00,  2.55it/s]\nEpoch 0: |          | 9032/? [58:56<00:00,  2.55it/s]\nEpoch 0: |          | 9033/? [58:56<00:00,  2.55it/s]\nEpoch 0: |          | 9033/? [58:56<00:00,  2.55it/s]\nEpoch 0: |          | 9034/? [58:56<00:00,  2.55it/s]\nEpoch 0: |          | 9034/? [58:56<00:00,  2.55it/s]\nEpoch 0: |          | 9035/? [58:57<00:00,  2.55it/s]\nEpoch 0: |          | 9035/? [58:57<00:00,  2.55it/s]\nEpoch 0: |          | 9036/? [58:57<00:00,  2.55it/s]\nEpoch 0: |          | 9036/? [58:57<00:00,  2.55it/s]\nEpoch 0: |          | 9037/? [58:57<00:00,  2.55it/s]\nEpoch 0: |          | 9037/? [58:57<00:00,  2.55it/s]\nEpoch 0: |          | 9038/? [58:58<00:00,  2.55it/s]\nEpoch 0: |          | 9038/? [58:58<00:00,  2.55it/s]\nEpoch 0: |          | 9039/? [58:58<00:00,  2.55it/s]\nEpoch 0: |          | 9039/? [58:58<00:00,  2.55it/s]\nEpoch 0: |          | 9040/? [58:58<00:00,  2.55it/s]\nEpoch 0: |          | 9040/? [58:58<00:00,  2.55it/s]\nEpoch 0: |          | 9041/? [58:58<00:00,  2.55it/s]\nEpoch 0: |          | 9041/? [58:58<00:00,  2.55it/s]\nEpoch 0: |          | 9042/? [58:59<00:00,  2.55it/s]\nEpoch 0: |          | 9042/? [58:59<00:00,  2.55it/s]\nEpoch 0: |          | 9043/? [58:59<00:00,  2.55it/s]\nEpoch 0: |          | 9043/? [58:59<00:00,  2.55it/s]\nEpoch 0: |          | 9044/? [58:59<00:00,  2.56it/s]\nEpoch 0: |          | 9044/? [58:59<00:00,  2.56it/s]\nEpoch 0: |          | 9045/? [58:59<00:00,  2.56it/s]\nEpoch 0: |          | 9045/? [58:59<00:00,  2.56it/s]\nEpoch 0: |          | 9046/? [59:00<00:00,  2.56it/s]\nEpoch 0: |          | 9046/? [59:00<00:00,  2.56it/s]\nEpoch 0: |          | 9047/? [59:00<00:00,  2.56it/s]\nEpoch 0: |          | 9047/? [59:00<00:00,  2.56it/s]\nEpoch 0: |          | 9048/? [59:00<00:00,  2.56it/s]\nEpoch 0: |          | 9048/? [59:00<00:00,  2.56it/s]\nEpoch 0: |          | 9049/? [59:01<00:00,  2.56it/s]\nEpoch 0: |          | 9049/? [59:01<00:00,  2.56it/s]\nEpoch 0: |          | 9050/? [59:01<00:00,  2.56it/s]\nEpoch 0: |          | 9050/? [59:01<00:00,  2.56it/s]\nEpoch 0: |          | 9051/? [59:01<00:00,  2.56it/s]\nEpoch 0: |          | 9051/? [59:01<00:00,  2.56it/s]\nEpoch 0: |          | 9052/? [59:01<00:00,  2.56it/s]\nEpoch 0: |          | 9052/? [59:01<00:00,  2.56it/s]\nEpoch 0: |          | 9053/? [59:02<00:00,  2.56it/s]\nEpoch 0: |          | 9053/? [59:02<00:00,  2.56it/s]\nEpoch 0: |          | 9054/? [59:02<00:00,  2.56it/s]\nEpoch 0: |          | 9054/? [59:02<00:00,  2.56it/s]\nEpoch 0: |          | 9055/? [59:02<00:00,  2.56it/s]\nEpoch 0: |          | 9055/? [59:02<00:00,  2.56it/s]\nEpoch 0: |          | 9056/? [59:02<00:00,  2.56it/s]\nEpoch 0: |          | 9056/? [59:02<00:00,  2.56it/s]\nEpoch 0: |          | 9057/? [59:03<00:00,  2.56it/s]\nEpoch 0: |          | 9057/? [59:03<00:00,  2.56it/s]\nEpoch 0: |          | 9058/? [59:03<00:00,  2.56it/s]\nEpoch 0: |          | 9058/? [59:03<00:00,  2.56it/s]\nEpoch 0: |          | 9059/? [59:03<00:00,  2.56it/s]\nEpoch 0: |          | 9059/? [59:03<00:00,  2.56it/s]\nEpoch 0: |          | 9060/? [59:03<00:00,  2.56it/s]\nEpoch 0: |          | 9060/? [59:03<00:00,  2.56it/s]\nEpoch 0: |          | 9061/? [59:04<00:00,  2.56it/s]\nEpoch 0: |          | 9061/? [59:04<00:00,  2.56it/s]\nEpoch 0: |          | 9062/? [59:04<00:00,  2.56it/s]\nEpoch 0: |          | 9062/? [59:04<00:00,  2.56it/s]\nEpoch 0: |          | 9063/? [59:04<00:00,  2.56it/s]\nEpoch 0: |          | 9063/? [59:04<00:00,  2.56it/s]\nEpoch 0: |          | 9064/? [59:05<00:00,  2.56it/s]\nEpoch 0: |          | 9064/? [59:05<00:00,  2.56it/s]\nEpoch 0: |          | 9065/? [59:05<00:00,  2.56it/s]\nEpoch 0: |          | 9065/? [59:05<00:00,  2.56it/s]\nEpoch 0: |          | 9066/? [59:05<00:00,  2.56it/s]\nEpoch 0: |          | 9066/? [59:05<00:00,  2.56it/s]\nEpoch 0: |          | 9067/? [59:05<00:00,  2.56it/s]\nEpoch 0: |          | 9067/? [59:05<00:00,  2.56it/s]\nEpoch 0: |          | 9068/? [59:06<00:00,  2.56it/s]\nEpoch 0: |          | 9068/? [59:06<00:00,  2.56it/s]\nEpoch 0: |          | 9069/? [59:06<00:00,  2.56it/s]\nEpoch 0: |          | 9069/? [59:06<00:00,  2.56it/s]\nEpoch 0: |          | 9070/? [59:06<00:00,  2.56it/s]\nEpoch 0: |          | 9070/? [59:06<00:00,  2.56it/s]\nEpoch 0: |          | 9071/? [59:07<00:00,  2.56it/s]\nEpoch 0: |          | 9071/? [59:07<00:00,  2.56it/s]\nEpoch 0: |          | 9072/? [59:07<00:00,  2.56it/s]\nEpoch 0: |          | 9072/? [59:07<00:00,  2.56it/s]\nEpoch 0: |          | 9073/? [59:07<00:00,  2.56it/s]\nEpoch 0: |          | 9073/? [59:07<00:00,  2.56it/s]\nEpoch 0: |          | 9074/? [59:07<00:00,  2.56it/s]\nEpoch 0: |          | 9074/? [59:07<00:00,  2.56it/s]\nEpoch 0: |          | 9075/? [59:08<00:00,  2.56it/s]\nEpoch 0: |          | 9075/? [59:08<00:00,  2.56it/s]\nEpoch 0: |          | 9076/? [59:08<00:00,  2.56it/s]\nEpoch 0: |          | 9076/? [59:08<00:00,  2.56it/s]\nEpoch 0: |          | 9077/? [59:08<00:00,  2.56it/s]\nEpoch 0: |          | 9077/? [59:08<00:00,  2.56it/s]\nEpoch 0: |          | 9078/? [59:09<00:00,  2.56it/s]\nEpoch 0: |          | 9078/? [59:09<00:00,  2.56it/s]\nEpoch 0: |          | 9079/? [59:09<00:00,  2.56it/s]\nEpoch 0: |          | 9079/? [59:09<00:00,  2.56it/s]\nEpoch 0: |          | 9080/? [59:09<00:00,  2.56it/s]\nEpoch 0: |          | 9080/? [59:09<00:00,  2.56it/s]\nEpoch 0: |          | 9081/? [59:09<00:00,  2.56it/s]\nEpoch 0: |          | 9081/? [59:09<00:00,  2.56it/s]\nEpoch 0: |          | 9082/? [59:10<00:00,  2.56it/s]\nEpoch 0: |          | 9082/? [59:10<00:00,  2.56it/s]\nEpoch 0: |          | 9083/? [59:10<00:00,  2.56it/s]\nEpoch 0: |          | 9083/? [59:10<00:00,  2.56it/s]\nEpoch 0: |          | 9084/? [59:10<00:00,  2.56it/s]\nEpoch 0: |          | 9084/? [59:10<00:00,  2.56it/s]\nEpoch 0: |          | 9085/? [59:10<00:00,  2.56it/s]\nEpoch 0: |          | 9085/? [59:10<00:00,  2.56it/s]\nEpoch 0: |          | 9086/? [59:11<00:00,  2.56it/s]\nEpoch 0: |          | 9086/? [59:11<00:00,  2.56it/s]\nEpoch 0: |          | 9087/? [59:11<00:00,  2.56it/s]\nEpoch 0: |          | 9087/? [59:11<00:00,  2.56it/s]\nEpoch 0: |          | 9088/? [59:11<00:00,  2.56it/s]\nEpoch 0: |          | 9088/? [59:11<00:00,  2.56it/s]\nEpoch 0: |          | 9089/? [59:12<00:00,  2.56it/s]\nEpoch 0: |          | 9089/? [59:12<00:00,  2.56it/s]\nEpoch 0: |          | 9090/? [59:12<00:00,  2.56it/s]\nEpoch 0: |          | 9090/? [59:12<00:00,  2.56it/s]\nEpoch 0: |          | 9091/? [59:12<00:00,  2.56it/s]\nEpoch 0: |          | 9091/? [59:12<00:00,  2.56it/s]\nEpoch 0: |          | 9092/? [59:12<00:00,  2.56it/s]\nEpoch 0: |          | 9092/? [59:12<00:00,  2.56it/s]\nEpoch 0: |          | 9093/? [59:13<00:00,  2.56it/s]\nEpoch 0: |          | 9093/? [59:13<00:00,  2.56it/s]\nEpoch 0: |          | 9094/? [59:13<00:00,  2.56it/s]\nEpoch 0: |          | 9094/? [59:13<00:00,  2.56it/s]\nEpoch 0: |          | 9095/? [59:13<00:00,  2.56it/s]\nEpoch 0: |          | 9095/? [59:13<00:00,  2.56it/s]\nEpoch 0: |          | 9096/? [59:13<00:00,  2.56it/s]\nEpoch 0: |          | 9096/? [59:13<00:00,  2.56it/s]\nEpoch 0: |          | 9097/? [59:14<00:00,  2.56it/s]\nEpoch 0: |          | 9097/? [59:14<00:00,  2.56it/s]\nEpoch 0: |          | 9098/? [59:14<00:00,  2.56it/s]\nEpoch 0: |          | 9098/? [59:14<00:00,  2.56it/s]\nEpoch 0: |          | 9099/? [59:14<00:00,  2.56it/s]\nEpoch 0: |          | 9099/? [59:14<00:00,  2.56it/s]\nEpoch 0: |          | 9100/? [59:14<00:00,  2.56it/s]\nEpoch 0: |          | 9100/? [59:14<00:00,  2.56it/s]\nEpoch 0: |          | 9101/? [59:15<00:00,  2.56it/s]\nEpoch 0: |          | 9101/? [59:15<00:00,  2.56it/s]\nEpoch 0: |          | 9102/? [59:15<00:00,  2.56it/s]\nEpoch 0: |          | 9102/? [59:15<00:00,  2.56it/s]\nEpoch 0: |          | 9103/? [59:15<00:00,  2.56it/s]\nEpoch 0: |          | 9103/? [59:15<00:00,  2.56it/s]\nEpoch 0: |          | 9104/? [59:16<00:00,  2.56it/s]\nEpoch 0: |          | 9104/? [59:16<00:00,  2.56it/s]\nEpoch 0: |          | 9105/? [59:16<00:00,  2.56it/s]\nEpoch 0: |          | 9105/? [59:16<00:00,  2.56it/s]\nEpoch 0: |          | 9106/? [59:16<00:00,  2.56it/s]\nEpoch 0: |          | 9106/? [59:16<00:00,  2.56it/s]\nEpoch 0: |          | 9107/? [59:16<00:00,  2.56it/s]\nEpoch 0: |          | 9107/? [59:16<00:00,  2.56it/s]\nEpoch 0: |          | 9108/? [59:17<00:00,  2.56it/s]\nEpoch 0: |          | 9108/? [59:17<00:00,  2.56it/s]\nEpoch 0: |          | 9109/? [59:17<00:00,  2.56it/s]\nEpoch 0: |          | 9109/? [59:17<00:00,  2.56it/s]\nEpoch 0: |          | 9110/? [59:17<00:00,  2.56it/s]\nEpoch 0: |          | 9110/? [59:17<00:00,  2.56it/s]\nEpoch 0: |          | 9111/? [59:17<00:00,  2.56it/s]\nEpoch 0: |          | 9111/? [59:17<00:00,  2.56it/s]\nEpoch 0: |          | 9112/? [59:18<00:00,  2.56it/s]\nEpoch 0: |          | 9112/? [59:18<00:00,  2.56it/s]\nEpoch 0: |          | 9113/? [59:18<00:00,  2.56it/s]\nEpoch 0: |          | 9113/? [59:18<00:00,  2.56it/s]\nEpoch 0: |          | 9114/? [59:18<00:00,  2.56it/s]\nEpoch 0: |          | 9114/? [59:18<00:00,  2.56it/s]\nEpoch 0: |          | 9115/? [59:19<00:00,  2.56it/s]\nEpoch 0: |          | 9115/? [59:19<00:00,  2.56it/s]\nEpoch 0: |          | 9116/? [59:19<00:00,  2.56it/s]\nEpoch 0: |          | 9116/? [59:19<00:00,  2.56it/s]\nEpoch 0: |          | 9117/? [59:19<00:00,  2.56it/s]\nEpoch 0: |          | 9117/? [59:19<00:00,  2.56it/s]\nEpoch 0: |          | 9118/? [59:19<00:00,  2.56it/s]\nEpoch 0: |          | 9118/? [59:19<00:00,  2.56it/s]\nEpoch 0: |          | 9119/? [59:20<00:00,  2.56it/s]\nEpoch 0: |          | 9119/? [59:20<00:00,  2.56it/s]\nEpoch 0: |          | 9120/? [59:20<00:00,  2.56it/s]\nEpoch 0: |          | 9120/? [59:20<00:00,  2.56it/s]\nEpoch 0: |          | 9121/? [59:20<00:00,  2.56it/s]\nEpoch 0: |          | 9121/? [59:20<00:00,  2.56it/s]\nEpoch 0: |          | 9122/? [59:21<00:00,  2.56it/s]\nEpoch 0: |          | 9122/? [59:21<00:00,  2.56it/s]\nEpoch 0: |          | 9123/? [59:21<00:00,  2.56it/s]\nEpoch 0: |          | 9123/? [59:21<00:00,  2.56it/s]\nEpoch 0: |          | 9124/? [59:21<00:00,  2.56it/s]\nEpoch 0: |          | 9124/? [59:21<00:00,  2.56it/s]\nEpoch 0: |          | 9125/? [59:21<00:00,  2.56it/s]\nEpoch 0: |          | 9125/? [59:21<00:00,  2.56it/s]\nEpoch 0: |          | 9126/? [59:22<00:00,  2.56it/s]\nEpoch 0: |          | 9126/? [59:22<00:00,  2.56it/s]\nEpoch 0: |          | 9127/? [59:22<00:00,  2.56it/s]\nEpoch 0: |          | 9127/? [59:22<00:00,  2.56it/s]\nEpoch 0: |          | 9128/? [59:22<00:00,  2.56it/s]\nEpoch 0: |          | 9128/? [59:22<00:00,  2.56it/s]\nEpoch 0: |          | 9129/? [59:23<00:00,  2.56it/s]\nEpoch 0: |          | 9129/? [59:23<00:00,  2.56it/s]\nEpoch 0: |          | 9130/? [59:23<00:00,  2.56it/s]\nEpoch 0: |          | 9130/? [59:23<00:00,  2.56it/s]\nEpoch 0: |          | 9131/? [59:23<00:00,  2.56it/s]\nEpoch 0: |          | 9131/? [59:23<00:00,  2.56it/s]\nEpoch 0: |          | 9132/? [59:23<00:00,  2.56it/s]\nEpoch 0: |          | 9132/? [59:23<00:00,  2.56it/s]\nEpoch 0: |          | 9133/? [59:24<00:00,  2.56it/s]\nEpoch 0: |          | 9133/? [59:24<00:00,  2.56it/s]\nEpoch 0: |          | 9134/? [59:24<00:00,  2.56it/s]\nEpoch 0: |          | 9134/? [59:24<00:00,  2.56it/s]\nEpoch 0: |          | 9135/? [59:24<00:00,  2.56it/s]\nEpoch 0: |          | 9135/? [59:24<00:00,  2.56it/s]\nEpoch 0: |          | 9136/? [59:24<00:00,  2.56it/s]\nEpoch 0: |          | 9136/? [59:24<00:00,  2.56it/s]\nEpoch 0: |          | 9137/? [59:25<00:00,  2.56it/s]\nEpoch 0: |          | 9137/? [59:25<00:00,  2.56it/s]\nEpoch 0: |          | 9138/? [59:25<00:00,  2.56it/s]\nEpoch 0: |          | 9138/? [59:25<00:00,  2.56it/s]\nEpoch 0: |          | 9139/? [59:25<00:00,  2.56it/s]\nEpoch 0: |          | 9139/? [59:25<00:00,  2.56it/s]\nEpoch 0: |          | 9140/? [59:26<00:00,  2.56it/s]\nEpoch 0: |          | 9140/? [59:26<00:00,  2.56it/s]\nEpoch 0: |          | 9141/? [59:26<00:00,  2.56it/s]\nEpoch 0: |          | 9141/? [59:26<00:00,  2.56it/s]\nEpoch 0: |          | 9142/? [59:26<00:00,  2.56it/s]\nEpoch 0: |          | 9142/? [59:26<00:00,  2.56it/s]\nEpoch 0: |          | 9143/? [59:26<00:00,  2.56it/s]\nEpoch 0: |          | 9143/? [59:26<00:00,  2.56it/s]\nEpoch 0: |          | 9144/? [59:27<00:00,  2.56it/s]\nEpoch 0: |          | 9144/? [59:27<00:00,  2.56it/s]\nEpoch 0: |          | 9145/? [59:27<00:00,  2.56it/s]\nEpoch 0: |          | 9145/? [59:27<00:00,  2.56it/s]\nEpoch 0: |          | 9146/? [59:27<00:00,  2.56it/s]\nEpoch 0: |          | 9146/? [59:27<00:00,  2.56it/s]\nEpoch 0: |          | 9147/? [59:27<00:00,  2.56it/s]\nEpoch 0: |          | 9147/? [59:27<00:00,  2.56it/s]\nEpoch 0: |          | 9148/? [59:28<00:00,  2.56it/s]\nEpoch 0: |          | 9148/? [59:28<00:00,  2.56it/s]\nEpoch 0: |          | 9149/? [59:28<00:00,  2.56it/s]\nEpoch 0: |          | 9149/? [59:28<00:00,  2.56it/s]\nEpoch 0: |          | 9150/? [59:28<00:00,  2.56it/s]\nEpoch 0: |          | 9150/? [59:28<00:00,  2.56it/s]\nEpoch 0: |          | 9151/? [59:29<00:00,  2.56it/s]\nEpoch 0: |          | 9151/? [59:29<00:00,  2.56it/s]\nEpoch 0: |          | 9152/? [59:29<00:00,  2.56it/s]\nEpoch 0: |          | 9152/? [59:29<00:00,  2.56it/s]\nEpoch 0: |          | 9153/? [59:29<00:00,  2.56it/s]\nEpoch 0: |          | 9153/? [59:29<00:00,  2.56it/s]\nEpoch 0: |          | 9154/? [59:29<00:00,  2.56it/s]\nEpoch 0: |          | 9154/? [59:29<00:00,  2.56it/s]\nEpoch 0: |          | 9155/? [59:30<00:00,  2.56it/s]\nEpoch 0: |          | 9155/? [59:30<00:00,  2.56it/s]\nEpoch 0: |          | 9156/? [59:30<00:00,  2.56it/s]\nEpoch 0: |          | 9156/? [59:30<00:00,  2.56it/s]\nEpoch 0: |          | 9157/? [59:30<00:00,  2.56it/s]\nEpoch 0: |          | 9157/? [59:30<00:00,  2.56it/s]\nEpoch 0: |          | 9158/? [59:30<00:00,  2.56it/s]\nEpoch 0: |          | 9158/? [59:30<00:00,  2.56it/s]\nEpoch 0: |          | 9159/? [59:31<00:00,  2.56it/s]\nEpoch 0: |          | 9159/? [59:31<00:00,  2.56it/s]\nEpoch 0: |          | 9160/? [59:31<00:00,  2.56it/s]\nEpoch 0: |          | 9160/? [59:31<00:00,  2.56it/s]\nEpoch 0: |          | 9161/? [59:31<00:00,  2.56it/s]\nEpoch 0: |          | 9161/? [59:31<00:00,  2.56it/s]\nEpoch 0: |          | 9162/? [59:32<00:00,  2.56it/s]\nEpoch 0: |          | 9162/? [59:32<00:00,  2.56it/s]\nEpoch 0: |          | 9163/? [59:32<00:00,  2.57it/s]\nEpoch 0: |          | 9163/? [59:32<00:00,  2.57it/s]\nEpoch 0: |          | 9164/? [59:32<00:00,  2.57it/s]\nEpoch 0: |          | 9164/? [59:32<00:00,  2.57it/s]\nEpoch 0: |          | 9165/? [59:32<00:00,  2.57it/s]\nEpoch 0: |          | 9165/? [59:32<00:00,  2.57it/s]\nEpoch 0: |          | 9166/? [59:33<00:00,  2.57it/s]\nEpoch 0: |          | 9166/? [59:33<00:00,  2.57it/s]\nEpoch 0: |          | 9167/? [59:33<00:00,  2.57it/s]\nEpoch 0: |          | 9167/? [59:33<00:00,  2.57it/s]\nEpoch 0: |          | 9168/? [59:33<00:00,  2.57it/s]\nEpoch 0: |          | 9168/? [59:33<00:00,  2.57it/s]\nEpoch 0: |          | 9169/? [59:33<00:00,  2.57it/s]\nEpoch 0: |          | 9169/? [59:33<00:00,  2.57it/s]\nEpoch 0: |          | 9170/? [59:34<00:00,  2.57it/s]\nEpoch 0: |          | 9170/? [59:34<00:00,  2.57it/s]\nEpoch 0: |          | 9171/? [59:34<00:00,  2.57it/s]\nEpoch 0: |          | 9171/? [59:34<00:00,  2.57it/s]\nEpoch 0: |          | 9172/? [59:34<00:00,  2.57it/s]\nEpoch 0: |          | 9172/? [59:34<00:00,  2.57it/s]\nEpoch 0: |          | 9173/? [59:34<00:00,  2.57it/s]\nEpoch 0: |          | 9173/? [59:34<00:00,  2.57it/s]\nEpoch 0: |          | 9174/? [59:35<00:00,  2.57it/s]\nEpoch 0: |          | 9174/? [59:35<00:00,  2.57it/s]\nEpoch 0: |          | 9175/? [59:35<00:00,  2.57it/s]\nEpoch 0: |          | 9175/? [59:35<00:00,  2.57it/s]\nEpoch 0: |          | 9176/? [59:35<00:00,  2.57it/s]\nEpoch 0: |          | 9176/? [59:35<00:00,  2.57it/s]\nEpoch 0: |          | 9177/? [59:36<00:00,  2.57it/s]\nEpoch 0: |          | 9177/? [59:36<00:00,  2.57it/s]\nEpoch 0: |          | 9178/? [59:36<00:00,  2.57it/s]\nEpoch 0: |          | 9178/? [59:36<00:00,  2.57it/s]\nEpoch 0: |          | 9179/? [59:36<00:00,  2.57it/s]\nEpoch 0: |          | 9179/? [59:36<00:00,  2.57it/s]\nEpoch 0: |          | 9180/? [59:36<00:00,  2.57it/s]\nEpoch 0: |          | 9180/? [59:36<00:00,  2.57it/s]\nEpoch 0: |          | 9181/? [59:37<00:00,  2.57it/s]\nEpoch 0: |          | 9181/? [59:37<00:00,  2.57it/s]\nEpoch 0: |          | 9182/? [59:37<00:00,  2.57it/s]\nEpoch 0: |          | 9182/? [59:37<00:00,  2.57it/s]\nEpoch 0: |          | 9183/? [59:37<00:00,  2.57it/s]\nEpoch 0: |          | 9183/? [59:37<00:00,  2.57it/s]\nEpoch 0: |          | 9184/? [59:38<00:00,  2.57it/s]\nEpoch 0: |          | 9184/? [59:38<00:00,  2.57it/s]\nEpoch 0: |          | 9185/? [59:38<00:00,  2.57it/s]\nEpoch 0: |          | 9185/? [59:38<00:00,  2.57it/s]\nEpoch 0: |          | 9186/? [59:38<00:00,  2.57it/s]\nEpoch 0: |          | 9186/? [59:38<00:00,  2.57it/s]\nEpoch 0: |          | 9187/? [59:38<00:00,  2.57it/s]\nEpoch 0: |          | 9187/? [59:38<00:00,  2.57it/s]\nEpoch 0: |          | 9188/? [59:39<00:00,  2.57it/s]\nEpoch 0: |          | 9188/? [59:39<00:00,  2.57it/s]\nEpoch 0: |          | 9189/? [59:39<00:00,  2.57it/s]\nEpoch 0: |          | 9189/? [59:39<00:00,  2.57it/s]\nEpoch 0: |          | 9190/? [59:39<00:00,  2.57it/s]\nEpoch 0: |          | 9190/? [59:39<00:00,  2.57it/s]\nEpoch 0: |          | 9191/? [59:39<00:00,  2.57it/s]\nEpoch 0: |          | 9191/? [59:39<00:00,  2.57it/s]\nEpoch 0: |          | 9192/? [59:40<00:00,  2.57it/s]\nEpoch 0: |          | 9192/? [59:40<00:00,  2.57it/s]\nEpoch 0: |          | 9193/? [59:40<00:00,  2.57it/s]\nEpoch 0: |          | 9193/? [59:40<00:00,  2.57it/s]\nEpoch 0: |          | 9194/? [59:40<00:00,  2.57it/s]\nEpoch 0: |          | 9194/? [59:40<00:00,  2.57it/s]\nEpoch 0: |          | 9195/? [59:41<00:00,  2.57it/s]\nEpoch 0: |          | 9195/? [59:41<00:00,  2.57it/s]\nEpoch 0: |          | 9196/? [59:41<00:00,  2.57it/s]\nEpoch 0: |          | 9196/? [59:41<00:00,  2.57it/s]\nEpoch 0: |          | 9197/? [59:41<00:00,  2.57it/s]\nEpoch 0: |          | 9197/? [59:41<00:00,  2.57it/s]\nEpoch 0: |          | 9198/? [59:41<00:00,  2.57it/s]\nEpoch 0: |          | 9198/? [59:41<00:00,  2.57it/s]\nEpoch 0: |          | 9199/? [59:42<00:00,  2.57it/s]\nEpoch 0: |          | 9199/? [59:42<00:00,  2.57it/s]\nEpoch 0: |          | 9200/? [59:42<00:00,  2.57it/s]\nEpoch 0: |          | 9200/? [59:42<00:00,  2.57it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.85it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.43it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.51it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.14it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 9200/? [59:42<00:00,  2.57it/s]\nEpoch 0: |          | 9201/? [59:43<00:00,  2.57it/s]\nEpoch 0: |          | 9201/? [59:43<00:00,  2.57it/s]\nEpoch 0: |          | 9202/? [59:43<00:00,  2.57it/s]\nEpoch 0: |          | 9202/? [59:43<00:00,  2.57it/s]\nEpoch 0: |          | 9203/? [59:43<00:00,  2.57it/s]\nEpoch 0: |          | 9203/? [59:43<00:00,  2.57it/s]\nEpoch 0: |          | 9204/? [59:43<00:00,  2.57it/s]\nEpoch 0: |          | 9204/? [59:43<00:00,  2.57it/s]\nEpoch 0: |          | 9205/? [59:44<00:00,  2.57it/s]\nEpoch 0: |          | 9205/? [59:44<00:00,  2.57it/s]\nEpoch 0: |          | 9206/? [59:44<00:00,  2.57it/s]\nEpoch 0: |          | 9206/? [59:44<00:00,  2.57it/s]\nEpoch 0: |          | 9207/? [59:44<00:00,  2.57it/s]\nEpoch 0: |          | 9207/? [59:44<00:00,  2.57it/s]\nEpoch 0: |          | 9208/? [59:44<00:00,  2.57it/s]\nEpoch 0: |          | 9208/? [59:44<00:00,  2.57it/s]\nEpoch 0: |          | 9209/? [59:45<00:00,  2.57it/s]\nEpoch 0: |          | 9209/? [59:45<00:00,  2.57it/s]\nEpoch 0: |          | 9210/? [59:45<00:00,  2.57it/s]\nEpoch 0: |          | 9210/? [59:45<00:00,  2.57it/s]\nEpoch 0: |          | 9211/? [59:45<00:00,  2.57it/s]\nEpoch 0: |          | 9211/? [59:45<00:00,  2.57it/s]\nEpoch 0: |          | 9212/? [59:46<00:00,  2.57it/s]\nEpoch 0: |          | 9212/? [59:46<00:00,  2.57it/s]\nEpoch 0: |          | 9213/? [59:46<00:00,  2.57it/s]\nEpoch 0: |          | 9213/? [59:46<00:00,  2.57it/s]\nEpoch 0: |          | 9214/? [59:46<00:00,  2.57it/s]\nEpoch 0: |          | 9214/? [59:46<00:00,  2.57it/s]\nEpoch 0: |          | 9215/? [59:46<00:00,  2.57it/s]\nEpoch 0: |          | 9215/? [59:46<00:00,  2.57it/s]\nEpoch 0: |          | 9216/? [59:47<00:00,  2.57it/s]\nEpoch 0: |          | 9216/? [59:47<00:00,  2.57it/s]\nEpoch 0: |          | 9217/? [59:47<00:00,  2.57it/s]\nEpoch 0: |          | 9217/? [59:47<00:00,  2.57it/s]\nEpoch 0: |          | 9218/? [59:47<00:00,  2.57it/s]\nEpoch 0: |          | 9218/? [59:47<00:00,  2.57it/s]\nEpoch 0: |          | 9219/? [59:47<00:00,  2.57it/s]\nEpoch 0: |          | 9219/? [59:47<00:00,  2.57it/s]\nEpoch 0: |          | 9220/? [59:48<00:00,  2.57it/s]\nEpoch 0: |          | 9220/? [59:48<00:00,  2.57it/s]\nEpoch 0: |          | 9221/? [59:48<00:00,  2.57it/s]\nEpoch 0: |          | 9221/? [59:48<00:00,  2.57it/s]\nEpoch 0: |          | 9222/? [59:48<00:00,  2.57it/s]\nEpoch 0: |          | 9222/? [59:48<00:00,  2.57it/s]\nEpoch 0: |          | 9223/? [59:48<00:00,  2.57it/s]\nEpoch 0: |          | 9223/? [59:48<00:00,  2.57it/s]\nEpoch 0: |          | 9224/? [59:49<00:00,  2.57it/s]\nEpoch 0: |          | 9224/? [59:49<00:00,  2.57it/s]\nEpoch 0: |          | 9225/? [59:49<00:00,  2.57it/s]\nEpoch 0: |          | 9225/? [59:49<00:00,  2.57it/s]\nEpoch 0: |          | 9226/? [59:49<00:00,  2.57it/s]\nEpoch 0: |          | 9226/? [59:49<00:00,  2.57it/s]\nEpoch 0: |          | 9227/? [59:50<00:00,  2.57it/s]\nEpoch 0: |          | 9227/? [59:50<00:00,  2.57it/s]\nEpoch 0: |          | 9228/? [59:50<00:00,  2.57it/s]\nEpoch 0: |          | 9228/? [59:50<00:00,  2.57it/s]\nEpoch 0: |          | 9229/? [59:50<00:00,  2.57it/s]\nEpoch 0: |          | 9229/? [59:50<00:00,  2.57it/s]\nEpoch 0: |          | 9230/? [59:50<00:00,  2.57it/s]\nEpoch 0: |          | 9230/? [59:50<00:00,  2.57it/s]\nEpoch 0: |          | 9231/? [59:51<00:00,  2.57it/s]\nEpoch 0: |          | 9231/? [59:51<00:00,  2.57it/s]\nEpoch 0: |          | 9232/? [59:51<00:00,  2.57it/s]\nEpoch 0: |          | 9232/? [59:51<00:00,  2.57it/s]\nEpoch 0: |          | 9233/? [59:51<00:00,  2.57it/s]\nEpoch 0: |          | 9233/? [59:51<00:00,  2.57it/s]\nEpoch 0: |          | 9234/? [59:52<00:00,  2.57it/s]\nEpoch 0: |          | 9234/? [59:52<00:00,  2.57it/s]\nEpoch 0: |          | 9235/? [59:52<00:00,  2.57it/s]\nEpoch 0: |          | 9235/? [59:52<00:00,  2.57it/s]\nEpoch 0: |          | 9236/? [59:52<00:00,  2.57it/s]\nEpoch 0: |          | 9236/? [59:52<00:00,  2.57it/s]\nEpoch 0: |          | 9237/? [59:52<00:00,  2.57it/s]\nEpoch 0: |          | 9237/? [59:52<00:00,  2.57it/s]\nEpoch 0: |          | 9238/? [59:53<00:00,  2.57it/s]\nEpoch 0: |          | 9238/? [59:53<00:00,  2.57it/s]\nEpoch 0: |          | 9239/? [59:53<00:00,  2.57it/s]\nEpoch 0: |          | 9239/? [59:53<00:00,  2.57it/s]\nEpoch 0: |          | 9240/? [59:53<00:00,  2.57it/s]\nEpoch 0: |          | 9240/? [59:53<00:00,  2.57it/s]\nEpoch 0: |          | 9241/? [59:53<00:00,  2.57it/s]\nEpoch 0: |          | 9241/? [59:53<00:00,  2.57it/s]\nEpoch 0: |          | 9242/? [59:54<00:00,  2.57it/s]\nEpoch 0: |          | 9242/? [59:54<00:00,  2.57it/s]\nEpoch 0: |          | 9243/? [59:54<00:00,  2.57it/s]\nEpoch 0: |          | 9243/? [59:54<00:00,  2.57it/s]\nEpoch 0: |          | 9244/? [59:54<00:00,  2.57it/s]\nEpoch 0: |          | 9244/? [59:54<00:00,  2.57it/s]\nEpoch 0: |          | 9245/? [59:55<00:00,  2.57it/s]\nEpoch 0: |          | 9245/? [59:55<00:00,  2.57it/s]\nEpoch 0: |          | 9246/? [59:55<00:00,  2.57it/s]\nEpoch 0: |          | 9246/? [59:55<00:00,  2.57it/s]\nEpoch 0: |          | 9247/? [59:55<00:00,  2.57it/s]\nEpoch 0: |          | 9247/? [59:55<00:00,  2.57it/s]\nEpoch 0: |          | 9248/? [59:55<00:00,  2.57it/s]\nEpoch 0: |          | 9248/? [59:55<00:00,  2.57it/s]\nEpoch 0: |          | 9249/? [59:56<00:00,  2.57it/s]\nEpoch 0: |          | 9249/? [59:56<00:00,  2.57it/s]\nEpoch 0: |          | 9250/? [59:56<00:00,  2.57it/s]\nEpoch 0: |          | 9250/? [59:56<00:00,  2.57it/s]\nEpoch 0: |          | 9251/? [59:56<00:00,  2.57it/s]\nEpoch 0: |          | 9251/? [59:56<00:00,  2.57it/s]\nEpoch 0: |          | 9252/? [59:56<00:00,  2.57it/s]\nEpoch 0: |          | 9252/? [59:56<00:00,  2.57it/s]\nEpoch 0: |          | 9253/? [59:57<00:00,  2.57it/s]\nEpoch 0: |          | 9253/? [59:57<00:00,  2.57it/s]\nEpoch 0: |          | 9254/? [59:57<00:00,  2.57it/s]\nEpoch 0: |          | 9254/? [59:57<00:00,  2.57it/s]\nEpoch 0: |          | 9255/? [59:57<00:00,  2.57it/s]\nEpoch 0: |          | 9255/? [59:57<00:00,  2.57it/s]\nEpoch 0: |          | 9256/? [59:58<00:00,  2.57it/s]\nEpoch 0: |          | 9256/? [59:58<00:00,  2.57it/s]\nEpoch 0: |          | 9257/? [59:58<00:00,  2.57it/s]\nEpoch 0: |          | 9257/? [59:58<00:00,  2.57it/s]\nEpoch 0: |          | 9258/? [59:58<00:00,  2.57it/s]\nEpoch 0: |          | 9258/? [59:58<00:00,  2.57it/s]\nEpoch 0: |          | 9259/? [59:59<00:00,  2.57it/s]\nEpoch 0: |          | 9259/? [59:59<00:00,  2.57it/s]\nEpoch 0: |          | 9260/? [59:59<00:00,  2.57it/s]\nEpoch 0: |          | 9260/? [59:59<00:00,  2.57it/s]\nEpoch 0: |          | 9261/? [59:59<00:00,  2.57it/s]\nEpoch 0: |          | 9261/? [59:59<00:00,  2.57it/s]\nEpoch 0: |          | 9262/? [59:59<00:00,  2.57it/s]\nEpoch 0: |          | 9262/? [59:59<00:00,  2.57it/s]\nEpoch 0: |          | 9263/? [1:00:00<00:00,  2.57it/s]\nEpoch 0: |          | 9263/? [1:00:00<00:00,  2.57it/s]\nEpoch 0: |          | 9264/? [1:00:00<00:00,  2.57it/s]\nEpoch 0: |          | 9264/? [1:00:00<00:00,  2.57it/s]\nEpoch 0: |          | 9265/? [1:00:00<00:00,  2.57it/s]\nEpoch 0: |          | 9265/? [1:00:00<00:00,  2.57it/s]\nEpoch 0: |          | 9266/? [1:00:00<00:00,  2.57it/s]\nEpoch 0: |          | 9266/? [1:00:00<00:00,  2.57it/s]\nEpoch 0: |          | 9267/? [1:00:01<00:00,  2.57it/s]\nEpoch 0: |          | 9267/? [1:00:01<00:00,  2.57it/s]\nEpoch 0: |          | 9268/? [1:00:01<00:00,  2.57it/s]\nEpoch 0: |          | 9268/? [1:00:01<00:00,  2.57it/s]\nEpoch 0: |          | 9269/? [1:00:01<00:00,  2.57it/s]\nEpoch 0: |          | 9269/? [1:00:01<00:00,  2.57it/s]\nEpoch 0: |          | 9270/? [1:00:02<00:00,  2.57it/s]\nEpoch 0: |          | 9270/? [1:00:02<00:00,  2.57it/s]\nEpoch 0: |          | 9271/? [1:00:02<00:00,  2.57it/s]\nEpoch 0: |          | 9271/? [1:00:02<00:00,  2.57it/s]\nEpoch 0: |          | 9272/? [1:00:02<00:00,  2.57it/s]\nEpoch 0: |          | 9272/? [1:00:02<00:00,  2.57it/s]\nEpoch 0: |          | 9273/? [1:00:02<00:00,  2.57it/s]\nEpoch 0: |          | 9273/? [1:00:02<00:00,  2.57it/s]\nEpoch 0: |          | 9274/? [1:00:03<00:00,  2.57it/s]\nEpoch 0: |          | 9274/? [1:00:03<00:00,  2.57it/s]\nEpoch 0: |          | 9275/? [1:00:03<00:00,  2.57it/s]\nEpoch 0: |          | 9275/? [1:00:03<00:00,  2.57it/s]\nEpoch 0: |          | 9276/? [1:00:03<00:00,  2.57it/s]\nEpoch 0: |          | 9276/? [1:00:03<00:00,  2.57it/s]\nEpoch 0: |          | 9277/? [1:00:03<00:00,  2.57it/s]\nEpoch 0: |          | 9277/? [1:00:03<00:00,  2.57it/s]\nEpoch 0: |          | 9278/? [1:00:04<00:00,  2.57it/s]\nEpoch 0: |          | 9278/? [1:00:04<00:00,  2.57it/s]\nEpoch 0: |          | 9279/? [1:00:04<00:00,  2.57it/s]\nEpoch 0: |          | 9279/? [1:00:04<00:00,  2.57it/s]\nEpoch 0: |          | 9280/? [1:00:04<00:00,  2.57it/s]\nEpoch 0: |          | 9280/? [1:00:04<00:00,  2.57it/s]\nEpoch 0: |          | 9281/? [1:00:04<00:00,  2.57it/s]\nEpoch 0: |          | 9281/? [1:00:04<00:00,  2.57it/s]\nEpoch 0: |          | 9282/? [1:00:05<00:00,  2.57it/s]\nEpoch 0: |          | 9282/? [1:00:05<00:00,  2.57it/s]\nEpoch 0: |          | 9283/? [1:00:05<00:00,  2.57it/s]\nEpoch 0: |          | 9283/? [1:00:05<00:00,  2.57it/s]\nEpoch 0: |          | 9284/? [1:00:05<00:00,  2.57it/s]\nEpoch 0: |          | 9284/? [1:00:05<00:00,  2.57it/s]\nEpoch 0: |          | 9285/? [1:00:06<00:00,  2.57it/s]\nEpoch 0: |          | 9285/? [1:00:06<00:00,  2.57it/s]\nEpoch 0: |          | 9286/? [1:00:06<00:00,  2.57it/s]\nEpoch 0: |          | 9286/? [1:00:06<00:00,  2.57it/s]\nEpoch 0: |          | 9287/? [1:00:06<00:00,  2.57it/s]\nEpoch 0: |          | 9287/? [1:00:06<00:00,  2.57it/s]\nEpoch 0: |          | 9288/? [1:00:06<00:00,  2.58it/s]\nEpoch 0: |          | 9288/? [1:00:06<00:00,  2.58it/s]\nEpoch 0: |          | 9289/? [1:00:07<00:00,  2.58it/s]\nEpoch 0: |          | 9289/? [1:00:07<00:00,  2.58it/s]\nEpoch 0: |          | 9290/? [1:00:07<00:00,  2.58it/s]\nEpoch 0: |          | 9290/? [1:00:07<00:00,  2.58it/s]\nEpoch 0: |          | 9291/? [1:00:07<00:00,  2.58it/s]\nEpoch 0: |          | 9291/? [1:00:07<00:00,  2.58it/s]\nEpoch 0: |          | 9292/? [1:00:07<00:00,  2.58it/s]\nEpoch 0: |          | 9292/? [1:00:07<00:00,  2.58it/s]\nEpoch 0: |          | 9293/? [1:00:08<00:00,  2.58it/s]\nEpoch 0: |          | 9293/? [1:00:08<00:00,  2.58it/s]\nEpoch 0: |          | 9294/? [1:00:08<00:00,  2.58it/s]\nEpoch 0: |          | 9294/? [1:00:08<00:00,  2.58it/s]\nEpoch 0: |          | 9295/? [1:00:08<00:00,  2.58it/s]\nEpoch 0: |          | 9295/? [1:00:08<00:00,  2.58it/s]\nEpoch 0: |          | 9296/? [1:00:09<00:00,  2.58it/s]\nEpoch 0: |          | 9296/? [1:00:09<00:00,  2.58it/s]\nEpoch 0: |          | 9297/? [1:00:09<00:00,  2.58it/s]\nEpoch 0: |          | 9297/? [1:00:09<00:00,  2.58it/s]\nEpoch 0: |          | 9298/? [1:00:09<00:00,  2.58it/s]\nEpoch 0: |          | 9298/? [1:00:09<00:00,  2.58it/s]\nEpoch 0: |          | 9299/? [1:00:09<00:00,  2.58it/s]\nEpoch 0: |          | 9299/? [1:00:09<00:00,  2.58it/s]\nEpoch 0: |          | 9300/? [1:00:10<00:00,  2.58it/s]\nEpoch 0: |          | 9300/? [1:00:10<00:00,  2.58it/s]\nEpoch 0: |          | 9301/? [1:00:10<00:00,  2.58it/s]\nEpoch 0: |          | 9301/? [1:00:10<00:00,  2.58it/s]\nEpoch 0: |          | 9302/? [1:00:10<00:00,  2.58it/s]\nEpoch 0: |          | 9302/? [1:00:10<00:00,  2.58it/s]\nEpoch 0: |          | 9303/? [1:00:11<00:00,  2.58it/s]\nEpoch 0: |          | 9303/? [1:00:11<00:00,  2.58it/s]\nEpoch 0: |          | 9304/? [1:00:11<00:00,  2.58it/s]\nEpoch 0: |          | 9304/? [1:00:11<00:00,  2.58it/s]\nEpoch 0: |          | 9305/? [1:00:11<00:00,  2.58it/s]\nEpoch 0: |          | 9305/? [1:00:11<00:00,  2.58it/s]\nEpoch 0: |          | 9306/? [1:00:11<00:00,  2.58it/s]\nEpoch 0: |          | 9306/? [1:00:11<00:00,  2.58it/s]\nEpoch 0: |          | 9307/? [1:00:12<00:00,  2.58it/s]\nEpoch 0: |          | 9307/? [1:00:12<00:00,  2.58it/s]\nEpoch 0: |          | 9308/? [1:00:12<00:00,  2.58it/s]\nEpoch 0: |          | 9308/? [1:00:12<00:00,  2.58it/s]\nEpoch 0: |          | 9309/? [1:00:12<00:00,  2.58it/s]\nEpoch 0: |          | 9309/? [1:00:12<00:00,  2.58it/s]\nEpoch 0: |          | 9310/? [1:00:12<00:00,  2.58it/s]\nEpoch 0: |          | 9310/? [1:00:12<00:00,  2.58it/s]\nEpoch 0: |          | 9311/? [1:00:13<00:00,  2.58it/s]\nEpoch 0: |          | 9311/? [1:00:13<00:00,  2.58it/s]\nEpoch 0: |          | 9312/? [1:00:13<00:00,  2.58it/s]\nEpoch 0: |          | 9312/? [1:00:13<00:00,  2.58it/s]\nEpoch 0: |          | 9313/? [1:00:13<00:00,  2.58it/s]\nEpoch 0: |          | 9313/? [1:00:13<00:00,  2.58it/s]\nEpoch 0: |          | 9314/? [1:00:14<00:00,  2.58it/s]\nEpoch 0: |          | 9314/? [1:00:14<00:00,  2.58it/s]\nEpoch 0: |          | 9315/? [1:00:14<00:00,  2.58it/s]\nEpoch 0: |          | 9315/? [1:00:14<00:00,  2.58it/s]\nEpoch 0: |          | 9316/? [1:00:14<00:00,  2.58it/s]\nEpoch 0: |          | 9316/? [1:00:14<00:00,  2.58it/s]\nEpoch 0: |          | 9317/? [1:00:14<00:00,  2.58it/s]\nEpoch 0: |          | 9317/? [1:00:14<00:00,  2.58it/s]\nEpoch 0: |          | 9318/? [1:00:15<00:00,  2.58it/s]\nEpoch 0: |          | 9318/? [1:00:15<00:00,  2.58it/s]\nEpoch 0: |          | 9319/? [1:00:15<00:00,  2.58it/s]\nEpoch 0: |          | 9319/? [1:00:15<00:00,  2.58it/s]\nEpoch 0: |          | 9320/? [1:00:15<00:00,  2.58it/s]\nEpoch 0: |          | 9320/? [1:00:15<00:00,  2.58it/s]\nEpoch 0: |          | 9321/? [1:00:15<00:00,  2.58it/s]\nEpoch 0: |          | 9321/? [1:00:15<00:00,  2.58it/s]\nEpoch 0: |          | 9322/? [1:00:16<00:00,  2.58it/s]\nEpoch 0: |          | 9322/? [1:00:16<00:00,  2.58it/s]\nEpoch 0: |          | 9323/? [1:00:16<00:00,  2.58it/s]\nEpoch 0: |          | 9323/? [1:00:16<00:00,  2.58it/s]\nEpoch 0: |          | 9324/? [1:00:16<00:00,  2.58it/s]\nEpoch 0: |          | 9324/? [1:00:16<00:00,  2.58it/s]\nEpoch 0: |          | 9325/? [1:00:17<00:00,  2.58it/s]\nEpoch 0: |          | 9325/? [1:00:17<00:00,  2.58it/s]\nEpoch 0: |          | 9326/? [1:00:17<00:00,  2.58it/s]\nEpoch 0: |          | 9326/? [1:00:17<00:00,  2.58it/s]\nEpoch 0: |          | 9327/? [1:00:17<00:00,  2.58it/s]\nEpoch 0: |          | 9327/? [1:00:17<00:00,  2.58it/s]\nEpoch 0: |          | 9328/? [1:00:17<00:00,  2.58it/s]\nEpoch 0: |          | 9328/? [1:00:17<00:00,  2.58it/s]\nEpoch 0: |          | 9329/? [1:00:18<00:00,  2.58it/s]\nEpoch 0: |          | 9329/? [1:00:18<00:00,  2.58it/s]\nEpoch 0: |          | 9330/? [1:00:18<00:00,  2.58it/s]\nEpoch 0: |          | 9330/? [1:00:18<00:00,  2.58it/s]\nEpoch 0: |          | 9331/? [1:00:18<00:00,  2.58it/s]\nEpoch 0: |          | 9331/? [1:00:18<00:00,  2.58it/s]\nEpoch 0: |          | 9332/? [1:00:18<00:00,  2.58it/s]\nEpoch 0: |          | 9332/? [1:00:18<00:00,  2.58it/s]\nEpoch 0: |          | 9333/? [1:00:19<00:00,  2.58it/s]\nEpoch 0: |          | 9333/? [1:00:19<00:00,  2.58it/s]\nEpoch 0: |          | 9334/? [1:00:19<00:00,  2.58it/s]\nEpoch 0: |          | 9334/? [1:00:19<00:00,  2.58it/s]\nEpoch 0: |          | 9335/? [1:00:19<00:00,  2.58it/s]\nEpoch 0: |          | 9335/? [1:00:19<00:00,  2.58it/s]\nEpoch 0: |          | 9336/? [1:00:20<00:00,  2.58it/s]\nEpoch 0: |          | 9336/? [1:00:20<00:00,  2.58it/s]\nEpoch 0: |          | 9337/? [1:00:20<00:00,  2.58it/s]\nEpoch 0: |          | 9337/? [1:00:20<00:00,  2.58it/s]\nEpoch 0: |          | 9338/? [1:00:20<00:00,  2.58it/s]\nEpoch 0: |          | 9338/? [1:00:20<00:00,  2.58it/s]\nEpoch 0: |          | 9339/? [1:00:20<00:00,  2.58it/s]\nEpoch 0: |          | 9339/? [1:00:20<00:00,  2.58it/s]\nEpoch 0: |          | 9340/? [1:00:21<00:00,  2.58it/s]\nEpoch 0: |          | 9340/? [1:00:21<00:00,  2.58it/s]\nEpoch 0: |          | 9341/? [1:00:21<00:00,  2.58it/s]\nEpoch 0: |          | 9341/? [1:00:21<00:00,  2.58it/s]\nEpoch 0: |          | 9342/? [1:00:21<00:00,  2.58it/s]\nEpoch 0: |          | 9342/? [1:00:21<00:00,  2.58it/s]\nEpoch 0: |          | 9343/? [1:00:21<00:00,  2.58it/s]\nEpoch 0: |          | 9343/? [1:00:21<00:00,  2.58it/s]\nEpoch 0: |          | 9344/? [1:00:22<00:00,  2.58it/s]\nEpoch 0: |          | 9344/? [1:00:22<00:00,  2.58it/s]\nEpoch 0: |          | 9345/? [1:00:22<00:00,  2.58it/s]\nEpoch 0: |          | 9345/? [1:00:22<00:00,  2.58it/s]\nEpoch 0: |          | 9346/? [1:00:22<00:00,  2.58it/s]\nEpoch 0: |          | 9346/? [1:00:22<00:00,  2.58it/s]\nEpoch 0: |          | 9347/? [1:00:23<00:00,  2.58it/s]\nEpoch 0: |          | 9347/? [1:00:23<00:00,  2.58it/s]\nEpoch 0: |          | 9348/? [1:00:23<00:00,  2.58it/s]\nEpoch 0: |          | 9348/? [1:00:23<00:00,  2.58it/s]\nEpoch 0: |          | 9349/? [1:00:23<00:00,  2.58it/s]\nEpoch 0: |          | 9349/? [1:00:23<00:00,  2.58it/s]\nEpoch 0: |          | 9350/? [1:00:23<00:00,  2.58it/s]\nEpoch 0: |          | 9350/? [1:00:23<00:00,  2.58it/s]\nEpoch 0: |          | 9351/? [1:00:24<00:00,  2.58it/s]\nEpoch 0: |          | 9351/? [1:00:24<00:00,  2.58it/s]\nEpoch 0: |          | 9352/? [1:00:24<00:00,  2.58it/s]\nEpoch 0: |          | 9352/? [1:00:24<00:00,  2.58it/s]\nEpoch 0: |          | 9353/? [1:00:24<00:00,  2.58it/s]\nEpoch 0: |          | 9353/? [1:00:24<00:00,  2.58it/s]\nEpoch 0: |          | 9354/? [1:00:24<00:00,  2.58it/s]\nEpoch 0: |          | 9354/? [1:00:24<00:00,  2.58it/s]\nEpoch 0: |          | 9355/? [1:00:25<00:00,  2.58it/s]\nEpoch 0: |          | 9355/? [1:00:25<00:00,  2.58it/s]\nEpoch 0: |          | 9356/? [1:00:25<00:00,  2.58it/s]\nEpoch 0: |          | 9356/? [1:00:25<00:00,  2.58it/s]\nEpoch 0: |          | 9357/? [1:00:25<00:00,  2.58it/s]\nEpoch 0: |          | 9357/? [1:00:25<00:00,  2.58it/s]\nEpoch 0: |          | 9358/? [1:00:26<00:00,  2.58it/s]\nEpoch 0: |          | 9358/? [1:00:26<00:00,  2.58it/s]\nEpoch 0: |          | 9359/? [1:00:26<00:00,  2.58it/s]\nEpoch 0: |          | 9359/? [1:00:26<00:00,  2.58it/s]\nEpoch 0: |          | 9360/? [1:00:26<00:00,  2.58it/s]\nEpoch 0: |          | 9360/? [1:00:26<00:00,  2.58it/s]\nEpoch 0: |          | 9361/? [1:00:26<00:00,  2.58it/s]\nEpoch 0: |          | 9361/? [1:00:26<00:00,  2.58it/s]\nEpoch 0: |          | 9362/? [1:00:27<00:00,  2.58it/s]\nEpoch 0: |          | 9362/? [1:00:27<00:00,  2.58it/s]\nEpoch 0: |          | 9363/? [1:00:27<00:00,  2.58it/s]\nEpoch 0: |          | 9363/? [1:00:27<00:00,  2.58it/s]\nEpoch 0: |          | 9364/? [1:00:27<00:00,  2.58it/s]\nEpoch 0: |          | 9364/? [1:00:27<00:00,  2.58it/s]\nEpoch 0: |          | 9365/? [1:00:27<00:00,  2.58it/s]\nEpoch 0: |          | 9365/? [1:00:27<00:00,  2.58it/s]\nEpoch 0: |          | 9366/? [1:00:28<00:00,  2.58it/s]\nEpoch 0: |          | 9366/? [1:00:28<00:00,  2.58it/s]\nEpoch 0: |          | 9367/? [1:00:28<00:00,  2.58it/s]\nEpoch 0: |          | 9367/? [1:00:28<00:00,  2.58it/s]\nEpoch 0: |          | 9368/? [1:00:28<00:00,  2.58it/s]\nEpoch 0: |          | 9368/? [1:00:28<00:00,  2.58it/s]\nEpoch 0: |          | 9369/? [1:00:29<00:00,  2.58it/s]\nEpoch 0: |          | 9369/? [1:00:29<00:00,  2.58it/s]\nEpoch 0: |          | 9370/? [1:00:29<00:00,  2.58it/s]\nEpoch 0: |          | 9370/? [1:00:29<00:00,  2.58it/s]\nEpoch 0: |          | 9371/? [1:00:29<00:00,  2.58it/s]\nEpoch 0: |          | 9371/? [1:00:29<00:00,  2.58it/s]\nEpoch 0: |          | 9372/? [1:00:29<00:00,  2.58it/s]\nEpoch 0: |          | 9372/? [1:00:29<00:00,  2.58it/s]\nEpoch 0: |          | 9373/? [1:00:30<00:00,  2.58it/s]\nEpoch 0: |          | 9373/? [1:00:30<00:00,  2.58it/s]\nEpoch 0: |          | 9374/? [1:00:30<00:00,  2.58it/s]\nEpoch 0: |          | 9374/? [1:00:30<00:00,  2.58it/s]\nEpoch 0: |          | 9375/? [1:00:30<00:00,  2.58it/s]\nEpoch 0: |          | 9375/? [1:00:30<00:00,  2.58it/s]\nEpoch 0: |          | 9376/? [1:00:30<00:00,  2.58it/s]\nEpoch 0: |          | 9376/? [1:00:30<00:00,  2.58it/s]\nEpoch 0: |          | 9377/? [1:00:31<00:00,  2.58it/s]\nEpoch 0: |          | 9377/? [1:00:31<00:00,  2.58it/s]\nEpoch 0: |          | 9378/? [1:00:31<00:00,  2.58it/s]\nEpoch 0: |          | 9378/? [1:00:31<00:00,  2.58it/s]\nEpoch 0: |          | 9379/? [1:00:31<00:00,  2.58it/s]\nEpoch 0: |          | 9379/? [1:00:31<00:00,  2.58it/s]\nEpoch 0: |          | 9380/? [1:00:32<00:00,  2.58it/s]\nEpoch 0: |          | 9380/? [1:00:32<00:00,  2.58it/s]\nEpoch 0: |          | 9381/? [1:00:32<00:00,  2.58it/s]\nEpoch 0: |          | 9381/? [1:00:32<00:00,  2.58it/s]\nEpoch 0: |          | 9382/? [1:00:32<00:00,  2.58it/s]\nEpoch 0: |          | 9382/? [1:00:32<00:00,  2.58it/s]\nEpoch 0: |          | 9383/? [1:00:32<00:00,  2.58it/s]\nEpoch 0: |          | 9383/? [1:00:32<00:00,  2.58it/s]\nEpoch 0: |          | 9384/? [1:00:33<00:00,  2.58it/s]\nEpoch 0: |          | 9384/? [1:00:33<00:00,  2.58it/s]\nEpoch 0: |          | 9385/? [1:00:33<00:00,  2.58it/s]\nEpoch 0: |          | 9385/? [1:00:33<00:00,  2.58it/s]\nEpoch 0: |          | 9386/? [1:00:33<00:00,  2.58it/s]\nEpoch 0: |          | 9386/? [1:00:33<00:00,  2.58it/s]\nEpoch 0: |          | 9387/? [1:00:33<00:00,  2.58it/s]\nEpoch 0: |          | 9387/? [1:00:33<00:00,  2.58it/s]\nEpoch 0: |          | 9388/? [1:00:34<00:00,  2.58it/s]\nEpoch 0: |          | 9388/? [1:00:34<00:00,  2.58it/s]\nEpoch 0: |          | 9389/? [1:00:34<00:00,  2.58it/s]\nEpoch 0: |          | 9389/? [1:00:34<00:00,  2.58it/s]\nEpoch 0: |          | 9390/? [1:00:34<00:00,  2.58it/s]\nEpoch 0: |          | 9390/? [1:00:34<00:00,  2.58it/s]\nEpoch 0: |          | 9391/? [1:00:35<00:00,  2.58it/s]\nEpoch 0: |          | 9391/? [1:00:35<00:00,  2.58it/s]\nEpoch 0: |          | 9392/? [1:00:35<00:00,  2.58it/s]\nEpoch 0: |          | 9392/? [1:00:35<00:00,  2.58it/s]\nEpoch 0: |          | 9393/? [1:00:35<00:00,  2.58it/s]\nEpoch 0: |          | 9393/? [1:00:35<00:00,  2.58it/s]\nEpoch 0: |          | 9394/? [1:00:35<00:00,  2.58it/s]\nEpoch 0: |          | 9394/? [1:00:35<00:00,  2.58it/s]\nEpoch 0: |          | 9395/? [1:00:36<00:00,  2.58it/s]\nEpoch 0: |          | 9395/? [1:00:36<00:00,  2.58it/s]\nEpoch 0: |          | 9396/? [1:00:36<00:00,  2.58it/s]\nEpoch 0: |          | 9396/? [1:00:36<00:00,  2.58it/s]\nEpoch 0: |          | 9397/? [1:00:36<00:00,  2.58it/s]\nEpoch 0: |          | 9397/? [1:00:36<00:00,  2.58it/s]\nEpoch 0: |          | 9398/? [1:00:36<00:00,  2.58it/s]\nEpoch 0: |          | 9398/? [1:00:36<00:00,  2.58it/s]\nEpoch 0: |          | 9399/? [1:00:37<00:00,  2.58it/s]\nEpoch 0: |          | 9399/? [1:00:37<00:00,  2.58it/s]\nEpoch 0: |          | 9400/? [1:00:37<00:00,  2.58it/s]\nEpoch 0: |          | 9400/? [1:00:37<00:00,  2.58it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.48it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.41it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.52it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.78it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 9400/? [1:00:37<00:00,  2.58it/s]\nEpoch 0: |          | 9401/? [1:00:38<00:00,  2.58it/s]\nEpoch 0: |          | 9401/? [1:00:38<00:00,  2.58it/s]\nEpoch 0: |          | 9402/? [1:00:38<00:00,  2.58it/s]\nEpoch 0: |          | 9402/? [1:00:38<00:00,  2.58it/s]\nEpoch 0: |          | 9403/? [1:00:38<00:00,  2.58it/s]\nEpoch 0: |          | 9403/? [1:00:38<00:00,  2.58it/s]\nEpoch 0: |          | 9404/? [1:00:38<00:00,  2.58it/s]\nEpoch 0: |          | 9404/? [1:00:38<00:00,  2.58it/s]\nEpoch 0: |          | 9405/? [1:00:39<00:00,  2.58it/s]\nEpoch 0: |          | 9405/? [1:00:39<00:00,  2.58it/s]\nEpoch 0: |          | 9406/? [1:00:39<00:00,  2.58it/s]\nEpoch 0: |          | 9406/? [1:00:39<00:00,  2.58it/s]\nEpoch 0: |          | 9407/? [1:00:39<00:00,  2.58it/s]\nEpoch 0: |          | 9407/? [1:00:39<00:00,  2.58it/s]\nEpoch 0: |          | 9408/? [1:00:39<00:00,  2.58it/s]\nEpoch 0: |          | 9408/? [1:00:39<00:00,  2.58it/s]\nEpoch 0: |          | 9409/? [1:00:40<00:00,  2.58it/s]\nEpoch 0: |          | 9409/? [1:00:40<00:00,  2.58it/s]\nEpoch 0: |          | 9410/? [1:00:40<00:00,  2.58it/s]\nEpoch 0: |          | 9410/? [1:00:40<00:00,  2.58it/s]\nEpoch 0: |          | 9411/? [1:00:40<00:00,  2.58it/s]\nEpoch 0: |          | 9411/? [1:00:40<00:00,  2.58it/s]\nEpoch 0: |          | 9412/? [1:00:41<00:00,  2.58it/s]\nEpoch 0: |          | 9412/? [1:00:41<00:00,  2.58it/s]\nEpoch 0: |          | 9413/? [1:00:41<00:00,  2.59it/s]\nEpoch 0: |          | 9413/? [1:00:41<00:00,  2.59it/s]\nEpoch 0: |          | 9414/? [1:00:41<00:00,  2.59it/s]\nEpoch 0: |          | 9414/? [1:00:41<00:00,  2.59it/s]\nEpoch 0: |          | 9415/? [1:00:41<00:00,  2.59it/s]\nEpoch 0: |          | 9415/? [1:00:41<00:00,  2.59it/s]\nEpoch 0: |          | 9416/? [1:00:42<00:00,  2.59it/s]\nEpoch 0: |          | 9416/? [1:00:42<00:00,  2.59it/s]\nEpoch 0: |          | 9417/? [1:00:42<00:00,  2.59it/s]\nEpoch 0: |          | 9417/? [1:00:42<00:00,  2.59it/s]\nEpoch 0: |          | 9418/? [1:00:42<00:00,  2.59it/s]\nEpoch 0: |          | 9418/? [1:00:42<00:00,  2.59it/s]\nEpoch 0: |          | 9419/? [1:00:42<00:00,  2.59it/s]\nEpoch 0: |          | 9419/? [1:00:42<00:00,  2.59it/s]\nEpoch 0: |          | 9420/? [1:00:43<00:00,  2.59it/s]\nEpoch 0: |          | 9420/? [1:00:43<00:00,  2.59it/s]\nEpoch 0: |          | 9421/? [1:00:43<00:00,  2.59it/s]\nEpoch 0: |          | 9421/? [1:00:43<00:00,  2.59it/s]\nEpoch 0: |          | 9422/? [1:00:43<00:00,  2.59it/s]\nEpoch 0: |          | 9422/? [1:00:43<00:00,  2.59it/s]\nEpoch 0: |          | 9423/? [1:00:44<00:00,  2.59it/s]\nEpoch 0: |          | 9423/? [1:00:44<00:00,  2.59it/s]\nEpoch 0: |          | 9424/? [1:00:44<00:00,  2.59it/s]\nEpoch 0: |          | 9424/? [1:00:44<00:00,  2.59it/s]\nEpoch 0: |          | 9425/? [1:00:44<00:00,  2.59it/s]\nEpoch 0: |          | 9425/? [1:00:44<00:00,  2.59it/s]\nEpoch 0: |          | 9426/? [1:00:44<00:00,  2.59it/s]\nEpoch 0: |          | 9426/? [1:00:44<00:00,  2.59it/s]\nEpoch 0: |          | 9427/? [1:00:45<00:00,  2.59it/s]\nEpoch 0: |          | 9427/? [1:00:45<00:00,  2.59it/s]\nEpoch 0: |          | 9428/? [1:00:45<00:00,  2.59it/s]\nEpoch 0: |          | 9428/? [1:00:45<00:00,  2.59it/s]\nEpoch 0: |          | 9429/? [1:00:45<00:00,  2.59it/s]\nEpoch 0: |          | 9429/? [1:00:45<00:00,  2.59it/s]\nEpoch 0: |          | 9430/? [1:00:45<00:00,  2.59it/s]\nEpoch 0: |          | 9430/? [1:00:45<00:00,  2.59it/s]\nEpoch 0: |          | 9431/? [1:00:46<00:00,  2.59it/s]\nEpoch 0: |          | 9431/? [1:00:46<00:00,  2.59it/s]\nEpoch 0: |          | 9432/? [1:00:46<00:00,  2.59it/s]\nEpoch 0: |          | 9432/? [1:00:46<00:00,  2.59it/s]\nEpoch 0: |          | 9433/? [1:00:46<00:00,  2.59it/s]\nEpoch 0: |          | 9433/? [1:00:46<00:00,  2.59it/s]\nEpoch 0: |          | 9434/? [1:00:46<00:00,  2.59it/s]\nEpoch 0: |          | 9434/? [1:00:46<00:00,  2.59it/s]\nEpoch 0: |          | 9435/? [1:00:47<00:00,  2.59it/s]\nEpoch 0: |          | 9435/? [1:00:47<00:00,  2.59it/s]\nEpoch 0: |          | 9436/? [1:00:47<00:00,  2.59it/s]\nEpoch 0: |          | 9436/? [1:00:47<00:00,  2.59it/s]\nEpoch 0: |          | 9437/? [1:00:47<00:00,  2.59it/s]\nEpoch 0: |          | 9437/? [1:00:47<00:00,  2.59it/s]\nEpoch 0: |          | 9438/? [1:00:48<00:00,  2.59it/s]\nEpoch 0: |          | 9438/? [1:00:48<00:00,  2.59it/s]\nEpoch 0: |          | 9439/? [1:00:48<00:00,  2.59it/s]\nEpoch 0: |          | 9439/? [1:00:48<00:00,  2.59it/s]\nEpoch 0: |          | 9440/? [1:00:48<00:00,  2.59it/s]\nEpoch 0: |          | 9440/? [1:00:48<00:00,  2.59it/s]\nEpoch 0: |          | 9441/? [1:00:48<00:00,  2.59it/s]\nEpoch 0: |          | 9441/? [1:00:48<00:00,  2.59it/s]\nEpoch 0: |          | 9442/? [1:00:49<00:00,  2.59it/s]\nEpoch 0: |          | 9442/? [1:00:49<00:00,  2.59it/s]\nEpoch 0: |          | 9443/? [1:00:49<00:00,  2.59it/s]\nEpoch 0: |          | 9443/? [1:00:49<00:00,  2.59it/s]\nEpoch 0: |          | 9444/? [1:00:49<00:00,  2.59it/s]\nEpoch 0: |          | 9444/? [1:00:49<00:00,  2.59it/s]\nEpoch 0: |          | 9445/? [1:00:49<00:00,  2.59it/s]\nEpoch 0: |          | 9445/? [1:00:49<00:00,  2.59it/s]\nEpoch 0: |          | 9446/? [1:00:50<00:00,  2.59it/s]\nEpoch 0: |          | 9446/? [1:00:50<00:00,  2.59it/s]\nEpoch 0: |          | 9447/? [1:00:50<00:00,  2.59it/s]\nEpoch 0: |          | 9447/? [1:00:50<00:00,  2.59it/s]\nEpoch 0: |          | 9448/? [1:00:50<00:00,  2.59it/s]\nEpoch 0: |          | 9448/? [1:00:50<00:00,  2.59it/s]\nEpoch 0: |          | 9449/? [1:00:51<00:00,  2.59it/s]\nEpoch 0: |          | 9449/? [1:00:51<00:00,  2.59it/s]\nEpoch 0: |          | 9450/? [1:00:51<00:00,  2.59it/s]\nEpoch 0: |          | 9450/? [1:00:51<00:00,  2.59it/s]\nEpoch 0: |          | 9451/? [1:00:51<00:00,  2.59it/s]\nEpoch 0: |          | 9451/? [1:00:51<00:00,  2.59it/s]\nEpoch 0: |          | 9452/? [1:00:51<00:00,  2.59it/s]\nEpoch 0: |          | 9452/? [1:00:51<00:00,  2.59it/s]\nEpoch 0: |          | 9453/? [1:00:52<00:00,  2.59it/s]\nEpoch 0: |          | 9453/? [1:00:52<00:00,  2.59it/s]\nEpoch 0: |          | 9454/? [1:00:52<00:00,  2.59it/s]\nEpoch 0: |          | 9454/? [1:00:52<00:00,  2.59it/s]\nEpoch 0: |          | 9455/? [1:00:52<00:00,  2.59it/s]\nEpoch 0: |          | 9455/? [1:00:52<00:00,  2.59it/s]\nEpoch 0: |          | 9456/? [1:00:52<00:00,  2.59it/s]\nEpoch 0: |          | 9456/? [1:00:52<00:00,  2.59it/s]\nEpoch 0: |          | 9457/? [1:00:53<00:00,  2.59it/s]\nEpoch 0: |          | 9457/? [1:00:53<00:00,  2.59it/s]\nEpoch 0: |          | 9458/? [1:00:53<00:00,  2.59it/s]\nEpoch 0: |          | 9458/? [1:00:53<00:00,  2.59it/s]\nEpoch 0: |          | 9459/? [1:00:53<00:00,  2.59it/s]\nEpoch 0: |          | 9459/? [1:00:53<00:00,  2.59it/s]\nEpoch 0: |          | 9460/? [1:00:54<00:00,  2.59it/s]\nEpoch 0: |          | 9460/? [1:00:54<00:00,  2.59it/s]\nEpoch 0: |          | 9461/? [1:00:54<00:00,  2.59it/s]\nEpoch 0: |          | 9461/? [1:00:54<00:00,  2.59it/s]\nEpoch 0: |          | 9462/? [1:00:54<00:00,  2.59it/s]\nEpoch 0: |          | 9462/? [1:00:54<00:00,  2.59it/s]\nEpoch 0: |          | 9463/? [1:00:54<00:00,  2.59it/s]\nEpoch 0: |          | 9463/? [1:00:54<00:00,  2.59it/s]\nEpoch 0: |          | 9464/? [1:00:55<00:00,  2.59it/s]\nEpoch 0: |          | 9464/? [1:00:55<00:00,  2.59it/s]\nEpoch 0: |          | 9465/? [1:00:55<00:00,  2.59it/s]\nEpoch 0: |          | 9465/? [1:00:55<00:00,  2.59it/s]\nEpoch 0: |          | 9466/? [1:00:55<00:00,  2.59it/s]\nEpoch 0: |          | 9466/? [1:00:55<00:00,  2.59it/s]\nEpoch 0: |          | 9467/? [1:00:55<00:00,  2.59it/s]\nEpoch 0: |          | 9467/? [1:00:55<00:00,  2.59it/s]\nEpoch 0: |          | 9468/? [1:00:56<00:00,  2.59it/s]\nEpoch 0: |          | 9468/? [1:00:56<00:00,  2.59it/s]\nEpoch 0: |          | 9469/? [1:00:56<00:00,  2.59it/s]\nEpoch 0: |          | 9469/? [1:00:56<00:00,  2.59it/s]\nEpoch 0: |          | 9470/? [1:00:56<00:00,  2.59it/s]\nEpoch 0: |          | 9470/? [1:00:56<00:00,  2.59it/s]\nEpoch 0: |          | 9471/? [1:00:57<00:00,  2.59it/s]\nEpoch 0: |          | 9471/? [1:00:57<00:00,  2.59it/s]\nEpoch 0: |          | 9472/? [1:00:57<00:00,  2.59it/s]\nEpoch 0: |          | 9472/? [1:00:57<00:00,  2.59it/s]\nEpoch 0: |          | 9473/? [1:00:57<00:00,  2.59it/s]\nEpoch 0: |          | 9473/? [1:00:57<00:00,  2.59it/s]\nEpoch 0: |          | 9474/? [1:00:57<00:00,  2.59it/s]\nEpoch 0: |          | 9474/? [1:00:57<00:00,  2.59it/s]\nEpoch 0: |          | 9475/? [1:00:58<00:00,  2.59it/s]\nEpoch 0: |          | 9475/? [1:00:58<00:00,  2.59it/s]\nEpoch 0: |          | 9476/? [1:00:58<00:00,  2.59it/s]\nEpoch 0: |          | 9476/? [1:00:58<00:00,  2.59it/s]\nEpoch 0: |          | 9477/? [1:00:58<00:00,  2.59it/s]\nEpoch 0: |          | 9477/? [1:00:58<00:00,  2.59it/s]\nEpoch 0: |          | 9478/? [1:00:58<00:00,  2.59it/s]\nEpoch 0: |          | 9478/? [1:00:58<00:00,  2.59it/s]\nEpoch 0: |          | 9479/? [1:00:59<00:00,  2.59it/s]\nEpoch 0: |          | 9479/? [1:00:59<00:00,  2.59it/s]\nEpoch 0: |          | 9480/? [1:00:59<00:00,  2.59it/s]\nEpoch 0: |          | 9480/? [1:00:59<00:00,  2.59it/s]\nEpoch 0: |          | 9481/? [1:00:59<00:00,  2.59it/s]\nEpoch 0: |          | 9481/? [1:00:59<00:00,  2.59it/s]\nEpoch 0: |          | 9482/? [1:01:00<00:00,  2.59it/s]\nEpoch 0: |          | 9482/? [1:01:00<00:00,  2.59it/s]\nEpoch 0: |          | 9483/? [1:01:00<00:00,  2.59it/s]\nEpoch 0: |          | 9483/? [1:01:00<00:00,  2.59it/s]\nEpoch 0: |          | 9484/? [1:01:00<00:00,  2.59it/s]\nEpoch 0: |          | 9484/? [1:01:00<00:00,  2.59it/s]\nEpoch 0: |          | 9485/? [1:01:00<00:00,  2.59it/s]\nEpoch 0: |          | 9485/? [1:01:00<00:00,  2.59it/s]\nEpoch 0: |          | 9486/? [1:01:01<00:00,  2.59it/s]\nEpoch 0: |          | 9486/? [1:01:01<00:00,  2.59it/s]\nEpoch 0: |          | 9487/? [1:01:01<00:00,  2.59it/s]\nEpoch 0: |          | 9487/? [1:01:01<00:00,  2.59it/s]\nEpoch 0: |          | 9488/? [1:01:01<00:00,  2.59it/s]\nEpoch 0: |          | 9488/? [1:01:01<00:00,  2.59it/s]\nEpoch 0: |          | 9489/? [1:01:01<00:00,  2.59it/s]\nEpoch 0: |          | 9489/? [1:01:01<00:00,  2.59it/s]\nEpoch 0: |          | 9490/? [1:01:02<00:00,  2.59it/s]\nEpoch 0: |          | 9490/? [1:01:02<00:00,  2.59it/s]\nEpoch 0: |          | 9491/? [1:01:02<00:00,  2.59it/s]\nEpoch 0: |          | 9491/? [1:01:02<00:00,  2.59it/s]\nEpoch 0: |          | 9492/? [1:01:02<00:00,  2.59it/s]\nEpoch 0: |          | 9492/? [1:01:02<00:00,  2.59it/s]\nEpoch 0: |          | 9493/? [1:01:03<00:00,  2.59it/s]\nEpoch 0: |          | 9493/? [1:01:03<00:00,  2.59it/s]\nEpoch 0: |          | 9494/? [1:01:03<00:00,  2.59it/s]\nEpoch 0: |          | 9494/? [1:01:03<00:00,  2.59it/s]\nEpoch 0: |          | 9495/? [1:01:03<00:00,  2.59it/s]\nEpoch 0: |          | 9495/? [1:01:03<00:00,  2.59it/s]\nEpoch 0: |          | 9496/? [1:01:03<00:00,  2.59it/s]\nEpoch 0: |          | 9496/? [1:01:03<00:00,  2.59it/s]\nEpoch 0: |          | 9497/? [1:01:04<00:00,  2.59it/s]\nEpoch 0: |          | 9497/? [1:01:04<00:00,  2.59it/s]\nEpoch 0: |          | 9498/? [1:01:04<00:00,  2.59it/s]\nEpoch 0: |          | 9498/? [1:01:04<00:00,  2.59it/s]\nEpoch 0: |          | 9499/? [1:01:04<00:00,  2.59it/s]\nEpoch 0: |          | 9499/? [1:01:04<00:00,  2.59it/s]\nEpoch 0: |          | 9500/? [1:01:04<00:00,  2.59it/s]\nEpoch 0: |          | 9500/? [1:01:04<00:00,  2.59it/s]\nEpoch 0: |          | 9501/? [1:01:05<00:00,  2.59it/s]\nEpoch 0: |          | 9501/? [1:01:05<00:00,  2.59it/s]\nEpoch 0: |          | 9502/? [1:01:05<00:00,  2.59it/s]\nEpoch 0: |          | 9502/? [1:01:05<00:00,  2.59it/s]\nEpoch 0: |          | 9503/? [1:01:05<00:00,  2.59it/s]\nEpoch 0: |          | 9503/? [1:01:05<00:00,  2.59it/s]\nEpoch 0: |          | 9504/? [1:01:06<00:00,  2.59it/s]\nEpoch 0: |          | 9504/? [1:01:06<00:00,  2.59it/s]\nEpoch 0: |          | 9505/? [1:01:06<00:00,  2.59it/s]\nEpoch 0: |          | 9505/? [1:01:06<00:00,  2.59it/s]\nEpoch 0: |          | 9506/? [1:01:06<00:00,  2.59it/s]\nEpoch 0: |          | 9506/? [1:01:06<00:00,  2.59it/s]\nEpoch 0: |          | 9507/? [1:01:06<00:00,  2.59it/s]\nEpoch 0: |          | 9507/? [1:01:06<00:00,  2.59it/s]\nEpoch 0: |          | 9508/? [1:01:07<00:00,  2.59it/s]\nEpoch 0: |          | 9508/? [1:01:07<00:00,  2.59it/s]\nEpoch 0: |          | 9509/? [1:01:07<00:00,  2.59it/s]\nEpoch 0: |          | 9509/? [1:01:07<00:00,  2.59it/s]\nEpoch 0: |          | 9510/? [1:01:07<00:00,  2.59it/s]\nEpoch 0: |          | 9510/? [1:01:07<00:00,  2.59it/s]\nEpoch 0: |          | 9511/? [1:01:07<00:00,  2.59it/s]\nEpoch 0: |          | 9511/? [1:01:07<00:00,  2.59it/s]\nEpoch 0: |          | 9512/? [1:01:08<00:00,  2.59it/s]\nEpoch 0: |          | 9512/? [1:01:08<00:00,  2.59it/s]\nEpoch 0: |          | 9513/? [1:01:08<00:00,  2.59it/s]\nEpoch 0: |          | 9513/? [1:01:08<00:00,  2.59it/s]\nEpoch 0: |          | 9514/? [1:01:08<00:00,  2.59it/s]\nEpoch 0: |          | 9514/? [1:01:08<00:00,  2.59it/s]\nEpoch 0: |          | 9515/? [1:01:08<00:00,  2.59it/s]\nEpoch 0: |          | 9515/? [1:01:08<00:00,  2.59it/s]\nEpoch 0: |          | 9516/? [1:01:09<00:00,  2.59it/s]\nEpoch 0: |          | 9516/? [1:01:09<00:00,  2.59it/s]\nEpoch 0: |          | 9517/? [1:01:09<00:00,  2.59it/s]\nEpoch 0: |          | 9517/? [1:01:09<00:00,  2.59it/s]\nEpoch 0: |          | 9518/? [1:01:09<00:00,  2.59it/s]\nEpoch 0: |          | 9518/? [1:01:09<00:00,  2.59it/s]\nEpoch 0: |          | 9519/? [1:01:10<00:00,  2.59it/s]\nEpoch 0: |          | 9519/? [1:01:10<00:00,  2.59it/s]\nEpoch 0: |          | 9520/? [1:01:10<00:00,  2.59it/s]\nEpoch 0: |          | 9520/? [1:01:10<00:00,  2.59it/s]\nEpoch 0: |          | 9521/? [1:01:10<00:00,  2.59it/s]\nEpoch 0: |          | 9521/? [1:01:10<00:00,  2.59it/s]\nEpoch 0: |          | 9522/? [1:01:10<00:00,  2.59it/s]\nEpoch 0: |          | 9522/? [1:01:10<00:00,  2.59it/s]\nEpoch 0: |          | 9523/? [1:01:11<00:00,  2.59it/s]\nEpoch 0: |          | 9523/? [1:01:11<00:00,  2.59it/s]\nEpoch 0: |          | 9524/? [1:01:11<00:00,  2.59it/s]\nEpoch 0: |          | 9524/? [1:01:11<00:00,  2.59it/s]\nEpoch 0: |          | 9525/? [1:01:11<00:00,  2.59it/s]\nEpoch 0: |          | 9525/? [1:01:11<00:00,  2.59it/s]\nEpoch 0: |          | 9526/? [1:01:11<00:00,  2.59it/s]\nEpoch 0: |          | 9526/? [1:01:11<00:00,  2.59it/s]\nEpoch 0: |          | 9527/? [1:01:12<00:00,  2.59it/s]\nEpoch 0: |          | 9527/? [1:01:12<00:00,  2.59it/s]\nEpoch 0: |          | 9528/? [1:01:12<00:00,  2.59it/s]\nEpoch 0: |          | 9528/? [1:01:12<00:00,  2.59it/s]\nEpoch 0: |          | 9529/? [1:01:12<00:00,  2.59it/s]\nEpoch 0: |          | 9529/? [1:01:12<00:00,  2.59it/s]\nEpoch 0: |          | 9530/? [1:01:13<00:00,  2.59it/s]\nEpoch 0: |          | 9530/? [1:01:13<00:00,  2.59it/s]\nEpoch 0: |          | 9531/? [1:01:13<00:00,  2.59it/s]\nEpoch 0: |          | 9531/? [1:01:13<00:00,  2.59it/s]\nEpoch 0: |          | 9532/? [1:01:13<00:00,  2.59it/s]\nEpoch 0: |          | 9532/? [1:01:13<00:00,  2.59it/s]\nEpoch 0: |          | 9533/? [1:01:13<00:00,  2.59it/s]\nEpoch 0: |          | 9533/? [1:01:13<00:00,  2.59it/s]\nEpoch 0: |          | 9534/? [1:01:14<00:00,  2.59it/s]\nEpoch 0: |          | 9534/? [1:01:14<00:00,  2.59it/s]\nEpoch 0: |          | 9535/? [1:01:14<00:00,  2.60it/s]\nEpoch 0: |          | 9535/? [1:01:14<00:00,  2.60it/s]\nEpoch 0: |          | 9536/? [1:01:14<00:00,  2.60it/s]\nEpoch 0: |          | 9536/? [1:01:14<00:00,  2.60it/s]\nEpoch 0: |          | 9537/? [1:01:14<00:00,  2.60it/s]\nEpoch 0: |          | 9537/? [1:01:14<00:00,  2.60it/s]\nEpoch 0: |          | 9538/? [1:01:15<00:00,  2.60it/s]\nEpoch 0: |          | 9538/? [1:01:15<00:00,  2.60it/s]\nEpoch 0: |          | 9539/? [1:01:15<00:00,  2.60it/s]\nEpoch 0: |          | 9539/? [1:01:15<00:00,  2.60it/s]\nEpoch 0: |          | 9540/? [1:01:15<00:00,  2.60it/s]\nEpoch 0: |          | 9540/? [1:01:15<00:00,  2.60it/s]\nEpoch 0: |          | 9541/? [1:01:15<00:00,  2.60it/s]\nEpoch 0: |          | 9541/? [1:01:15<00:00,  2.60it/s]\nEpoch 0: |          | 9542/? [1:01:16<00:00,  2.60it/s]\nEpoch 0: |          | 9542/? [1:01:16<00:00,  2.60it/s]\nEpoch 0: |          | 9543/? [1:01:16<00:00,  2.60it/s]\nEpoch 0: |          | 9543/? [1:01:16<00:00,  2.60it/s]\nEpoch 0: |          | 9544/? [1:01:16<00:00,  2.60it/s]\nEpoch 0: |          | 9544/? [1:01:16<00:00,  2.60it/s]\nEpoch 0: |          | 9545/? [1:01:17<00:00,  2.60it/s]\nEpoch 0: |          | 9545/? [1:01:17<00:00,  2.60it/s]\nEpoch 0: |          | 9546/? [1:01:17<00:00,  2.60it/s]\nEpoch 0: |          | 9546/? [1:01:17<00:00,  2.60it/s]\nEpoch 0: |          | 9547/? [1:01:17<00:00,  2.60it/s]\nEpoch 0: |          | 9547/? [1:01:17<00:00,  2.60it/s]\nEpoch 0: |          | 9548/? [1:01:17<00:00,  2.60it/s]\nEpoch 0: |          | 9548/? [1:01:17<00:00,  2.60it/s]\nEpoch 0: |          | 9549/? [1:01:18<00:00,  2.60it/s]\nEpoch 0: |          | 9549/? [1:01:18<00:00,  2.60it/s]\nEpoch 0: |          | 9550/? [1:01:18<00:00,  2.60it/s]\nEpoch 0: |          | 9550/? [1:01:18<00:00,  2.60it/s]\nEpoch 0: |          | 9551/? [1:01:18<00:00,  2.60it/s]\nEpoch 0: |          | 9551/? [1:01:18<00:00,  2.60it/s]\nEpoch 0: |          | 9552/? [1:01:18<00:00,  2.60it/s]\nEpoch 0: |          | 9552/? [1:01:18<00:00,  2.60it/s]\nEpoch 0: |          | 9553/? [1:01:19<00:00,  2.60it/s]\nEpoch 0: |          | 9553/? [1:01:19<00:00,  2.60it/s]\nEpoch 0: |          | 9554/? [1:01:19<00:00,  2.60it/s]\nEpoch 0: |          | 9554/? [1:01:19<00:00,  2.60it/s]\nEpoch 0: |          | 9555/? [1:01:19<00:00,  2.60it/s]\nEpoch 0: |          | 9555/? [1:01:19<00:00,  2.60it/s]\nEpoch 0: |          | 9556/? [1:01:20<00:00,  2.60it/s]\nEpoch 0: |          | 9556/? [1:01:20<00:00,  2.60it/s]\nEpoch 0: |          | 9557/? [1:01:20<00:00,  2.60it/s]\nEpoch 0: |          | 9557/? [1:01:20<00:00,  2.60it/s]\nEpoch 0: |          | 9558/? [1:01:20<00:00,  2.60it/s]\nEpoch 0: |          | 9558/? [1:01:20<00:00,  2.60it/s]\nEpoch 0: |          | 9559/? [1:01:20<00:00,  2.60it/s]\nEpoch 0: |          | 9559/? [1:01:20<00:00,  2.60it/s]\nEpoch 0: |          | 9560/? [1:01:21<00:00,  2.60it/s]\nEpoch 0: |          | 9560/? [1:01:21<00:00,  2.60it/s]\nEpoch 0: |          | 9561/? [1:01:21<00:00,  2.60it/s]\nEpoch 0: |          | 9561/? [1:01:21<00:00,  2.60it/s]\nEpoch 0: |          | 9562/? [1:01:21<00:00,  2.60it/s]\nEpoch 0: |          | 9562/? [1:01:21<00:00,  2.60it/s]\nEpoch 0: |          | 9563/? [1:01:21<00:00,  2.60it/s]\nEpoch 0: |          | 9563/? [1:01:21<00:00,  2.60it/s]\nEpoch 0: |          | 9564/? [1:01:22<00:00,  2.60it/s]\nEpoch 0: |          | 9564/? [1:01:22<00:00,  2.60it/s]\nEpoch 0: |          | 9565/? [1:01:22<00:00,  2.60it/s]\nEpoch 0: |          | 9565/? [1:01:22<00:00,  2.60it/s]\nEpoch 0: |          | 9566/? [1:01:22<00:00,  2.60it/s]\nEpoch 0: |          | 9566/? [1:01:22<00:00,  2.60it/s]\nEpoch 0: |          | 9567/? [1:01:23<00:00,  2.60it/s]\nEpoch 0: |          | 9567/? [1:01:23<00:00,  2.60it/s]\nEpoch 0: |          | 9568/? [1:01:23<00:00,  2.60it/s]\nEpoch 0: |          | 9568/? [1:01:23<00:00,  2.60it/s]\nEpoch 0: |          | 9569/? [1:01:23<00:00,  2.60it/s]\nEpoch 0: |          | 9569/? [1:01:23<00:00,  2.60it/s]\nEpoch 0: |          | 9570/? [1:01:23<00:00,  2.60it/s]\nEpoch 0: |          | 9570/? [1:01:23<00:00,  2.60it/s]\nEpoch 0: |          | 9571/? [1:01:24<00:00,  2.60it/s]\nEpoch 0: |          | 9571/? [1:01:24<00:00,  2.60it/s]\nEpoch 0: |          | 9572/? [1:01:24<00:00,  2.60it/s]\nEpoch 0: |          | 9572/? [1:01:24<00:00,  2.60it/s]\nEpoch 0: |          | 9573/? [1:01:24<00:00,  2.60it/s]\nEpoch 0: |          | 9573/? [1:01:24<00:00,  2.60it/s]\nEpoch 0: |          | 9574/? [1:01:24<00:00,  2.60it/s]\nEpoch 0: |          | 9574/? [1:01:24<00:00,  2.60it/s]\nEpoch 0: |          | 9575/? [1:01:25<00:00,  2.60it/s]\nEpoch 0: |          | 9575/? [1:01:25<00:00,  2.60it/s]\nEpoch 0: |          | 9576/? [1:01:25<00:00,  2.60it/s]\nEpoch 0: |          | 9576/? [1:01:25<00:00,  2.60it/s]\nEpoch 0: |          | 9577/? [1:01:25<00:00,  2.60it/s]\nEpoch 0: |          | 9577/? [1:01:25<00:00,  2.60it/s]\nEpoch 0: |          | 9578/? [1:01:26<00:00,  2.60it/s]\nEpoch 0: |          | 9578/? [1:01:26<00:00,  2.60it/s]\nEpoch 0: |          | 9579/? [1:01:26<00:00,  2.60it/s]\nEpoch 0: |          | 9579/? [1:01:26<00:00,  2.60it/s]\nEpoch 0: |          | 9580/? [1:01:26<00:00,  2.60it/s]\nEpoch 0: |          | 9580/? [1:01:26<00:00,  2.60it/s]\nEpoch 0: |          | 9581/? [1:01:26<00:00,  2.60it/s]\nEpoch 0: |          | 9581/? [1:01:26<00:00,  2.60it/s]\nEpoch 0: |          | 9582/? [1:01:27<00:00,  2.60it/s]\nEpoch 0: |          | 9582/? [1:01:27<00:00,  2.60it/s]\nEpoch 0: |          | 9583/? [1:01:27<00:00,  2.60it/s]\nEpoch 0: |          | 9583/? [1:01:27<00:00,  2.60it/s]\nEpoch 0: |          | 9584/? [1:01:27<00:00,  2.60it/s]\nEpoch 0: |          | 9584/? [1:01:27<00:00,  2.60it/s]\nEpoch 0: |          | 9585/? [1:01:27<00:00,  2.60it/s]\nEpoch 0: |          | 9585/? [1:01:27<00:00,  2.60it/s]\nEpoch 0: |          | 9586/? [1:01:28<00:00,  2.60it/s]\nEpoch 0: |          | 9586/? [1:01:28<00:00,  2.60it/s]\nEpoch 0: |          | 9587/? [1:01:28<00:00,  2.60it/s]\nEpoch 0: |          | 9587/? [1:01:28<00:00,  2.60it/s]\nEpoch 0: |          | 9588/? [1:01:28<00:00,  2.60it/s]\nEpoch 0: |          | 9588/? [1:01:28<00:00,  2.60it/s]\nEpoch 0: |          | 9589/? [1:01:29<00:00,  2.60it/s]\nEpoch 0: |          | 9589/? [1:01:29<00:00,  2.60it/s]\nEpoch 0: |          | 9590/? [1:01:29<00:00,  2.60it/s]\nEpoch 0: |          | 9590/? [1:01:29<00:00,  2.60it/s]\nEpoch 0: |          | 9591/? [1:01:29<00:00,  2.60it/s]\nEpoch 0: |          | 9591/? [1:01:29<00:00,  2.60it/s]\nEpoch 0: |          | 9592/? [1:01:29<00:00,  2.60it/s]\nEpoch 0: |          | 9592/? [1:01:29<00:00,  2.60it/s]\nEpoch 0: |          | 9593/? [1:01:30<00:00,  2.60it/s]\nEpoch 0: |          | 9593/? [1:01:30<00:00,  2.60it/s]\nEpoch 0: |          | 9594/? [1:01:30<00:00,  2.60it/s]\nEpoch 0: |          | 9594/? [1:01:30<00:00,  2.60it/s]\nEpoch 0: |          | 9595/? [1:01:30<00:00,  2.60it/s]\nEpoch 0: |          | 9595/? [1:01:30<00:00,  2.60it/s]\nEpoch 0: |          | 9596/? [1:01:30<00:00,  2.60it/s]\nEpoch 0: |          | 9596/? [1:01:30<00:00,  2.60it/s]\nEpoch 0: |          | 9597/? [1:01:31<00:00,  2.60it/s]\nEpoch 0: |          | 9597/? [1:01:31<00:00,  2.60it/s]\nEpoch 0: |          | 9598/? [1:01:31<00:00,  2.60it/s]\nEpoch 0: |          | 9598/? [1:01:31<00:00,  2.60it/s]\nEpoch 0: |          | 9599/? [1:01:31<00:00,  2.60it/s]\nEpoch 0: |          | 9599/? [1:01:31<00:00,  2.60it/s]\nEpoch 0: |          | 9600/? [1:01:32<00:00,  2.60it/s]\nEpoch 0: |          | 9600/? [1:01:32<00:00,  2.60it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.62it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.61it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.69it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.28it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 9600/? [1:01:32<00:00,  2.60it/s]\nEpoch 0: |          | 9601/? [1:01:32<00:00,  2.60it/s]\nEpoch 0: |          | 9601/? [1:01:32<00:00,  2.60it/s]\nEpoch 0: |          | 9602/? [1:01:32<00:00,  2.60it/s]\nEpoch 0: |          | 9602/? [1:01:32<00:00,  2.60it/s]\nEpoch 0: |          | 9603/? [1:01:33<00:00,  2.60it/s]\nEpoch 0: |          | 9603/? [1:01:33<00:00,  2.60it/s]\nEpoch 0: |          | 9604/? [1:01:33<00:00,  2.60it/s]\nEpoch 0: |          | 9604/? [1:01:33<00:00,  2.60it/s]\nEpoch 0: |          | 9605/? [1:01:33<00:00,  2.60it/s]\nEpoch 0: |          | 9605/? [1:01:33<00:00,  2.60it/s]\nEpoch 0: |          | 9606/? [1:01:33<00:00,  2.60it/s]\nEpoch 0: |          | 9606/? [1:01:33<00:00,  2.60it/s]\nEpoch 0: |          | 9607/? [1:01:34<00:00,  2.60it/s]\nEpoch 0: |          | 9607/? [1:01:34<00:00,  2.60it/s]\nEpoch 0: |          | 9608/? [1:01:34<00:00,  2.60it/s]\nEpoch 0: |          | 9608/? [1:01:34<00:00,  2.60it/s]\nEpoch 0: |          | 9609/? [1:01:34<00:00,  2.60it/s]\nEpoch 0: |          | 9609/? [1:01:34<00:00,  2.60it/s]\nEpoch 0: |          | 9610/? [1:01:35<00:00,  2.60it/s]\nEpoch 0: |          | 9610/? [1:01:35<00:00,  2.60it/s]\nEpoch 0: |          | 9611/? [1:01:35<00:00,  2.60it/s]\nEpoch 0: |          | 9611/? [1:01:35<00:00,  2.60it/s]\nEpoch 0: |          | 9612/? [1:01:35<00:00,  2.60it/s]\nEpoch 0: |          | 9612/? [1:01:35<00:00,  2.60it/s]\nEpoch 0: |          | 9613/? [1:01:35<00:00,  2.60it/s]\nEpoch 0: |          | 9613/? [1:01:35<00:00,  2.60it/s]\nEpoch 0: |          | 9614/? [1:01:36<00:00,  2.60it/s]\nEpoch 0: |          | 9614/? [1:01:36<00:00,  2.60it/s]\nEpoch 0: |          | 9615/? [1:01:36<00:00,  2.60it/s]\nEpoch 0: |          | 9615/? [1:01:36<00:00,  2.60it/s]\nEpoch 0: |          | 9616/? [1:01:36<00:00,  2.60it/s]\nEpoch 0: |          | 9616/? [1:01:36<00:00,  2.60it/s]\nEpoch 0: |          | 9617/? [1:01:36<00:00,  2.60it/s]\nEpoch 0: |          | 9617/? [1:01:36<00:00,  2.60it/s]\nEpoch 0: |          | 9618/? [1:01:37<00:00,  2.60it/s]\nEpoch 0: |          | 9618/? [1:01:37<00:00,  2.60it/s]\nEpoch 0: |          | 9619/? [1:01:37<00:00,  2.60it/s]\nEpoch 0: |          | 9619/? [1:01:37<00:00,  2.60it/s]\nEpoch 0: |          | 9620/? [1:01:37<00:00,  2.60it/s]\nEpoch 0: |          | 9620/? [1:01:37<00:00,  2.60it/s]\nEpoch 0: |          | 9621/? [1:01:38<00:00,  2.60it/s]\nEpoch 0: |          | 9621/? [1:01:38<00:00,  2.60it/s]\nEpoch 0: |          | 9622/? [1:01:38<00:00,  2.60it/s]\nEpoch 0: |          | 9622/? [1:01:38<00:00,  2.60it/s]\nEpoch 0: |          | 9623/? [1:01:38<00:00,  2.60it/s]\nEpoch 0: |          | 9623/? [1:01:38<00:00,  2.60it/s]\nEpoch 0: |          | 9624/? [1:01:38<00:00,  2.60it/s]\nEpoch 0: |          | 9624/? [1:01:38<00:00,  2.60it/s]\nEpoch 0: |          | 9625/? [1:01:39<00:00,  2.60it/s]\nEpoch 0: |          | 9625/? [1:01:39<00:00,  2.60it/s]\nEpoch 0: |          | 9626/? [1:01:39<00:00,  2.60it/s]\nEpoch 0: |          | 9626/? [1:01:39<00:00,  2.60it/s]\nEpoch 0: |          | 9627/? [1:01:39<00:00,  2.60it/s]\nEpoch 0: |          | 9627/? [1:01:39<00:00,  2.60it/s]\nEpoch 0: |          | 9628/? [1:01:39<00:00,  2.60it/s]\nEpoch 0: |          | 9628/? [1:01:39<00:00,  2.60it/s]\nEpoch 0: |          | 9629/? [1:01:40<00:00,  2.60it/s]\nEpoch 0: |          | 9629/? [1:01:40<00:00,  2.60it/s]\nEpoch 0: |          | 9630/? [1:01:40<00:00,  2.60it/s]\nEpoch 0: |          | 9630/? [1:01:40<00:00,  2.60it/s]\nEpoch 0: |          | 9631/? [1:01:40<00:00,  2.60it/s]\nEpoch 0: |          | 9631/? [1:01:40<00:00,  2.60it/s]\nEpoch 0: |          | 9632/? [1:01:41<00:00,  2.60it/s]\nEpoch 0: |          | 9632/? [1:01:41<00:00,  2.60it/s]\nEpoch 0: |          | 9633/? [1:01:41<00:00,  2.60it/s]\nEpoch 0: |          | 9633/? [1:01:41<00:00,  2.60it/s]\nEpoch 0: |          | 9634/? [1:01:41<00:00,  2.60it/s]\nEpoch 0: |          | 9634/? [1:01:41<00:00,  2.60it/s]\nEpoch 0: |          | 9635/? [1:01:41<00:00,  2.60it/s]\nEpoch 0: |          | 9635/? [1:01:41<00:00,  2.60it/s]\nEpoch 0: |          | 9636/? [1:01:42<00:00,  2.60it/s]\nEpoch 0: |          | 9636/? [1:01:42<00:00,  2.60it/s]\nEpoch 0: |          | 9637/? [1:01:42<00:00,  2.60it/s]\nEpoch 0: |          | 9637/? [1:01:42<00:00,  2.60it/s]\nEpoch 0: |          | 9638/? [1:01:42<00:00,  2.60it/s]\nEpoch 0: |          | 9638/? [1:01:42<00:00,  2.60it/s]\nEpoch 0: |          | 9639/? [1:01:42<00:00,  2.60it/s]\nEpoch 0: |          | 9639/? [1:01:42<00:00,  2.60it/s]\nEpoch 0: |          | 9640/? [1:01:43<00:00,  2.60it/s]\nEpoch 0: |          | 9640/? [1:01:43<00:00,  2.60it/s]\nEpoch 0: |          | 9641/? [1:01:43<00:00,  2.60it/s]\nEpoch 0: |          | 9641/? [1:01:43<00:00,  2.60it/s]\nEpoch 0: |          | 9642/? [1:01:43<00:00,  2.60it/s]\nEpoch 0: |          | 9642/? [1:01:43<00:00,  2.60it/s]\nEpoch 0: |          | 9643/? [1:01:44<00:00,  2.60it/s]\nEpoch 0: |          | 9643/? [1:01:44<00:00,  2.60it/s]\nEpoch 0: |          | 9644/? [1:01:44<00:00,  2.60it/s]\nEpoch 0: |          | 9644/? [1:01:44<00:00,  2.60it/s]\nEpoch 0: |          | 9645/? [1:01:44<00:00,  2.60it/s]\nEpoch 0: |          | 9645/? [1:01:44<00:00,  2.60it/s]\nEpoch 0: |          | 9646/? [1:01:44<00:00,  2.60it/s]\nEpoch 0: |          | 9646/? [1:01:44<00:00,  2.60it/s]\nEpoch 0: |          | 9647/? [1:01:45<00:00,  2.60it/s]\nEpoch 0: |          | 9647/? [1:01:45<00:00,  2.60it/s]\nEpoch 0: |          | 9648/? [1:01:45<00:00,  2.60it/s]\nEpoch 0: |          | 9648/? [1:01:45<00:00,  2.60it/s]\nEpoch 0: |          | 9649/? [1:01:45<00:00,  2.60it/s]\nEpoch 0: |          | 9649/? [1:01:45<00:00,  2.60it/s]\nEpoch 0: |          | 9650/? [1:01:45<00:00,  2.60it/s]\nEpoch 0: |          | 9650/? [1:01:45<00:00,  2.60it/s]\nEpoch 0: |          | 9651/? [1:01:46<00:00,  2.60it/s]\nEpoch 0: |          | 9651/? [1:01:46<00:00,  2.60it/s]\nEpoch 0: |          | 9652/? [1:01:46<00:00,  2.60it/s]\nEpoch 0: |          | 9652/? [1:01:46<00:00,  2.60it/s]\nEpoch 0: |          | 9653/? [1:01:46<00:00,  2.60it/s]\nEpoch 0: |          | 9653/? [1:01:46<00:00,  2.60it/s]\nEpoch 0: |          | 9654/? [1:01:46<00:00,  2.60it/s]\nEpoch 0: |          | 9654/? [1:01:46<00:00,  2.60it/s]\nEpoch 0: |          | 9655/? [1:01:47<00:00,  2.60it/s]\nEpoch 0: |          | 9655/? [1:01:47<00:00,  2.60it/s]\nEpoch 0: |          | 9656/? [1:01:47<00:00,  2.60it/s]\nEpoch 0: |          | 9656/? [1:01:47<00:00,  2.60it/s]\nEpoch 0: |          | 9657/? [1:01:47<00:00,  2.60it/s]\nEpoch 0: |          | 9657/? [1:01:47<00:00,  2.60it/s]\nEpoch 0: |          | 9658/? [1:01:48<00:00,  2.60it/s]\nEpoch 0: |          | 9658/? [1:01:48<00:00,  2.60it/s]\nEpoch 0: |          | 9659/? [1:01:48<00:00,  2.60it/s]\nEpoch 0: |          | 9659/? [1:01:48<00:00,  2.60it/s]\nEpoch 0: |          | 9660/? [1:01:48<00:00,  2.60it/s]\nEpoch 0: |          | 9660/? [1:01:48<00:00,  2.60it/s]\nEpoch 0: |          | 9661/? [1:01:48<00:00,  2.60it/s]\nEpoch 0: |          | 9661/? [1:01:48<00:00,  2.60it/s]\nEpoch 0: |          | 9662/? [1:01:49<00:00,  2.60it/s]\nEpoch 0: |          | 9662/? [1:01:49<00:00,  2.60it/s]\nEpoch 0: |          | 9663/? [1:01:49<00:00,  2.60it/s]\nEpoch 0: |          | 9663/? [1:01:49<00:00,  2.60it/s]\nEpoch 0: |          | 9664/? [1:01:49<00:00,  2.61it/s]\nEpoch 0: |          | 9664/? [1:01:49<00:00,  2.61it/s]\nEpoch 0: |          | 9665/? [1:01:49<00:00,  2.61it/s]\nEpoch 0: |          | 9665/? [1:01:49<00:00,  2.61it/s]\nEpoch 0: |          | 9666/? [1:01:50<00:00,  2.61it/s]\nEpoch 0: |          | 9666/? [1:01:50<00:00,  2.61it/s]\nEpoch 0: |          | 9667/? [1:01:50<00:00,  2.61it/s]\nEpoch 0: |          | 9667/? [1:01:50<00:00,  2.61it/s]\nEpoch 0: |          | 9668/? [1:01:50<00:00,  2.61it/s]\nEpoch 0: |          | 9668/? [1:01:50<00:00,  2.61it/s]\nEpoch 0: |          | 9669/? [1:01:51<00:00,  2.61it/s]\nEpoch 0: |          | 9669/? [1:01:51<00:00,  2.61it/s]\nEpoch 0: |          | 9670/? [1:01:51<00:00,  2.61it/s]\nEpoch 0: |          | 9670/? [1:01:51<00:00,  2.61it/s]\nEpoch 0: |          | 9671/? [1:01:51<00:00,  2.61it/s]\nEpoch 0: |          | 9671/? [1:01:51<00:00,  2.61it/s]\nEpoch 0: |          | 9672/? [1:01:51<00:00,  2.61it/s]\nEpoch 0: |          | 9672/? [1:01:51<00:00,  2.61it/s]\nEpoch 0: |          | 9673/? [1:01:52<00:00,  2.61it/s]\nEpoch 0: |          | 9673/? [1:01:52<00:00,  2.61it/s]\nEpoch 0: |          | 9674/? [1:01:52<00:00,  2.61it/s]\nEpoch 0: |          | 9674/? [1:01:52<00:00,  2.61it/s]\nEpoch 0: |          | 9675/? [1:01:52<00:00,  2.61it/s]\nEpoch 0: |          | 9675/? [1:01:52<00:00,  2.61it/s]\nEpoch 0: |          | 9676/? [1:01:52<00:00,  2.61it/s]\nEpoch 0: |          | 9676/? [1:01:52<00:00,  2.61it/s]\nEpoch 0: |          | 9677/? [1:01:53<00:00,  2.61it/s]\nEpoch 0: |          | 9677/? [1:01:53<00:00,  2.61it/s]\nEpoch 0: |          | 9678/? [1:01:53<00:00,  2.61it/s]\nEpoch 0: |          | 9678/? [1:01:53<00:00,  2.61it/s]\nEpoch 0: |          | 9679/? [1:01:53<00:00,  2.61it/s]\nEpoch 0: |          | 9679/? [1:01:53<00:00,  2.61it/s]\nEpoch 0: |          | 9680/? [1:01:54<00:00,  2.61it/s]\nEpoch 0: |          | 9680/? [1:01:54<00:00,  2.61it/s]\nEpoch 0: |          | 9681/? [1:01:54<00:00,  2.61it/s]\nEpoch 0: |          | 9681/? [1:01:54<00:00,  2.61it/s]\nEpoch 0: |          | 9682/? [1:01:54<00:00,  2.61it/s]\nEpoch 0: |          | 9682/? [1:01:54<00:00,  2.61it/s]\nEpoch 0: |          | 9683/? [1:01:54<00:00,  2.61it/s]\nEpoch 0: |          | 9683/? [1:01:54<00:00,  2.61it/s]\nEpoch 0: |          | 9684/? [1:01:55<00:00,  2.61it/s]\nEpoch 0: |          | 9684/? [1:01:55<00:00,  2.61it/s]\nEpoch 0: |          | 9685/? [1:01:55<00:00,  2.61it/s]\nEpoch 0: |          | 9685/? [1:01:55<00:00,  2.61it/s]\nEpoch 0: |          | 9686/? [1:01:55<00:00,  2.61it/s]\nEpoch 0: |          | 9686/? [1:01:55<00:00,  2.61it/s]\nEpoch 0: |          | 9687/? [1:01:55<00:00,  2.61it/s]\nEpoch 0: |          | 9687/? [1:01:55<00:00,  2.61it/s]\nEpoch 0: |          | 9688/? [1:01:56<00:00,  2.61it/s]\nEpoch 0: |          | 9688/? [1:01:56<00:00,  2.61it/s]\nEpoch 0: |          | 9689/? [1:01:56<00:00,  2.61it/s]\nEpoch 0: |          | 9689/? [1:01:56<00:00,  2.61it/s]\nEpoch 0: |          | 9690/? [1:01:56<00:00,  2.61it/s]\nEpoch 0: |          | 9690/? [1:01:56<00:00,  2.61it/s]\nEpoch 0: |          | 9691/? [1:01:57<00:00,  2.61it/s]\nEpoch 0: |          | 9691/? [1:01:57<00:00,  2.61it/s]\nEpoch 0: |          | 9692/? [1:01:57<00:00,  2.61it/s]\nEpoch 0: |          | 9692/? [1:01:57<00:00,  2.61it/s]\nEpoch 0: |          | 9693/? [1:01:57<00:00,  2.61it/s]\nEpoch 0: |          | 9693/? [1:01:57<00:00,  2.61it/s]\nEpoch 0: |          | 9694/? [1:01:57<00:00,  2.61it/s]\nEpoch 0: |          | 9694/? [1:01:57<00:00,  2.61it/s]\nEpoch 0: |          | 9695/? [1:01:58<00:00,  2.61it/s]\nEpoch 0: |          | 9695/? [1:01:58<00:00,  2.61it/s]\nEpoch 0: |          | 9696/? [1:01:58<00:00,  2.61it/s]\nEpoch 0: |          | 9696/? [1:01:58<00:00,  2.61it/s]\nEpoch 0: |          | 9697/? [1:01:58<00:00,  2.61it/s]\nEpoch 0: |          | 9697/? [1:01:58<00:00,  2.61it/s]\nEpoch 0: |          | 9698/? [1:01:58<00:00,  2.61it/s]\nEpoch 0: |          | 9698/? [1:01:58<00:00,  2.61it/s]\nEpoch 0: |          | 9699/? [1:01:59<00:00,  2.61it/s]\nEpoch 0: |          | 9699/? [1:01:59<00:00,  2.61it/s]\nEpoch 0: |          | 9700/? [1:01:59<00:00,  2.61it/s]\nEpoch 0: |          | 9700/? [1:01:59<00:00,  2.61it/s]\nEpoch 0: |          | 9701/? [1:01:59<00:00,  2.61it/s]\nEpoch 0: |          | 9701/? [1:01:59<00:00,  2.61it/s]\nEpoch 0: |          | 9702/? [1:01:59<00:00,  2.61it/s]\nEpoch 0: |          | 9702/? [1:01:59<00:00,  2.61it/s]\nEpoch 0: |          | 9703/? [1:02:00<00:00,  2.61it/s]\nEpoch 0: |          | 9703/? [1:02:00<00:00,  2.61it/s]\nEpoch 0: |          | 9704/? [1:02:00<00:00,  2.61it/s]\nEpoch 0: |          | 9704/? [1:02:00<00:00,  2.61it/s]\nEpoch 0: |          | 9705/? [1:02:00<00:00,  2.61it/s]\nEpoch 0: |          | 9705/? [1:02:00<00:00,  2.61it/s]\nEpoch 0: |          | 9706/? [1:02:01<00:00,  2.61it/s]\nEpoch 0: |          | 9706/? [1:02:01<00:00,  2.61it/s]\nEpoch 0: |          | 9707/? [1:02:01<00:00,  2.61it/s]\nEpoch 0: |          | 9707/? [1:02:01<00:00,  2.61it/s]\nEpoch 0: |          | 9708/? [1:02:01<00:00,  2.61it/s]\nEpoch 0: |          | 9708/? [1:02:01<00:00,  2.61it/s]\nEpoch 0: |          | 9709/? [1:02:01<00:00,  2.61it/s]\nEpoch 0: |          | 9709/? [1:02:01<00:00,  2.61it/s]\nEpoch 0: |          | 9710/? [1:02:02<00:00,  2.61it/s]\nEpoch 0: |          | 9710/? [1:02:02<00:00,  2.61it/s]\nEpoch 0: |          | 9711/? [1:02:02<00:00,  2.61it/s]\nEpoch 0: |          | 9711/? [1:02:02<00:00,  2.61it/s]\nEpoch 0: |          | 9712/? [1:02:02<00:00,  2.61it/s]\nEpoch 0: |          | 9712/? [1:02:02<00:00,  2.61it/s]\nEpoch 0: |          | 9713/? [1:02:02<00:00,  2.61it/s]\nEpoch 0: |          | 9713/? [1:02:02<00:00,  2.61it/s]\nEpoch 0: |          | 9714/? [1:02:03<00:00,  2.61it/s]\nEpoch 0: |          | 9714/? [1:02:03<00:00,  2.61it/s]\nEpoch 0: |          | 9715/? [1:02:03<00:00,  2.61it/s]\nEpoch 0: |          | 9715/? [1:02:03<00:00,  2.61it/s]\nEpoch 0: |          | 9716/? [1:02:03<00:00,  2.61it/s]\nEpoch 0: |          | 9716/? [1:02:03<00:00,  2.61it/s]\nEpoch 0: |          | 9717/? [1:02:04<00:00,  2.61it/s]\nEpoch 0: |          | 9717/? [1:02:04<00:00,  2.61it/s]\nEpoch 0: |          | 9718/? [1:02:04<00:00,  2.61it/s]\nEpoch 0: |          | 9718/? [1:02:04<00:00,  2.61it/s]\nEpoch 0: |          | 9719/? [1:02:04<00:00,  2.61it/s]\nEpoch 0: |          | 9719/? [1:02:04<00:00,  2.61it/s]\nEpoch 0: |          | 9720/? [1:02:04<00:00,  2.61it/s]\nEpoch 0: |          | 9720/? [1:02:04<00:00,  2.61it/s]\nEpoch 0: |          | 9721/? [1:02:05<00:00,  2.61it/s]\nEpoch 0: |          | 9721/? [1:02:05<00:00,  2.61it/s]\nEpoch 0: |          | 9722/? [1:02:05<00:00,  2.61it/s]\nEpoch 0: |          | 9722/? [1:02:05<00:00,  2.61it/s]\nEpoch 0: |          | 9723/? [1:02:05<00:00,  2.61it/s]\nEpoch 0: |          | 9723/? [1:02:05<00:00,  2.61it/s]\nEpoch 0: |          | 9724/? [1:02:05<00:00,  2.61it/s]\nEpoch 0: |          | 9724/? [1:02:05<00:00,  2.61it/s]\nEpoch 0: |          | 9725/? [1:02:06<00:00,  2.61it/s]\nEpoch 0: |          | 9725/? [1:02:06<00:00,  2.61it/s]\nEpoch 0: |          | 9726/? [1:02:06<00:00,  2.61it/s]\nEpoch 0: |          | 9726/? [1:02:06<00:00,  2.61it/s]\nEpoch 0: |          | 9727/? [1:02:06<00:00,  2.61it/s]\nEpoch 0: |          | 9727/? [1:02:06<00:00,  2.61it/s]\nEpoch 0: |          | 9728/? [1:02:07<00:00,  2.61it/s]\nEpoch 0: |          | 9728/? [1:02:07<00:00,  2.61it/s]\nEpoch 0: |          | 9729/? [1:02:07<00:00,  2.61it/s]\nEpoch 0: |          | 9729/? [1:02:07<00:00,  2.61it/s]\nEpoch 0: |          | 9730/? [1:02:07<00:00,  2.61it/s]\nEpoch 0: |          | 9730/? [1:02:07<00:00,  2.61it/s]\nEpoch 0: |          | 9731/? [1:02:07<00:00,  2.61it/s]\nEpoch 0: |          | 9731/? [1:02:07<00:00,  2.61it/s]\nEpoch 0: |          | 9732/? [1:02:08<00:00,  2.61it/s]\nEpoch 0: |          | 9732/? [1:02:08<00:00,  2.61it/s]\nEpoch 0: |          | 9733/? [1:02:08<00:00,  2.61it/s]\nEpoch 0: |          | 9733/? [1:02:08<00:00,  2.61it/s]\nEpoch 0: |          | 9734/? [1:02:08<00:00,  2.61it/s]\nEpoch 0: |          | 9734/? [1:02:08<00:00,  2.61it/s]\nEpoch 0: |          | 9735/? [1:02:08<00:00,  2.61it/s]\nEpoch 0: |          | 9735/? [1:02:08<00:00,  2.61it/s]\nEpoch 0: |          | 9736/? [1:02:09<00:00,  2.61it/s]\nEpoch 0: |          | 9736/? [1:02:09<00:00,  2.61it/s]\nEpoch 0: |          | 9737/? [1:02:09<00:00,  2.61it/s]\nEpoch 0: |          | 9737/? [1:02:09<00:00,  2.61it/s]\nEpoch 0: |          | 9738/? [1:02:09<00:00,  2.61it/s]\nEpoch 0: |          | 9738/? [1:02:09<00:00,  2.61it/s]\nEpoch 0: |          | 9739/? [1:02:10<00:00,  2.61it/s]\nEpoch 0: |          | 9739/? [1:02:10<00:00,  2.61it/s]\nEpoch 0: |          | 9740/? [1:02:10<00:00,  2.61it/s]\nEpoch 0: |          | 9740/? [1:02:10<00:00,  2.61it/s]\nEpoch 0: |          | 9741/? [1:02:10<00:00,  2.61it/s]\nEpoch 0: |          | 9741/? [1:02:10<00:00,  2.61it/s]\nEpoch 0: |          | 9742/? [1:02:10<00:00,  2.61it/s]\nEpoch 0: |          | 9742/? [1:02:10<00:00,  2.61it/s]\nEpoch 0: |          | 9743/? [1:02:11<00:00,  2.61it/s]\nEpoch 0: |          | 9743/? [1:02:11<00:00,  2.61it/s]\nEpoch 0: |          | 9744/? [1:02:11<00:00,  2.61it/s]\nEpoch 0: |          | 9744/? [1:02:11<00:00,  2.61it/s]\nEpoch 0: |          | 9745/? [1:02:11<00:00,  2.61it/s]\nEpoch 0: |          | 9745/? [1:02:11<00:00,  2.61it/s]\nEpoch 0: |          | 9746/? [1:02:11<00:00,  2.61it/s]\nEpoch 0: |          | 9746/? [1:02:11<00:00,  2.61it/s]\nEpoch 0: |          | 9747/? [1:02:12<00:00,  2.61it/s]\nEpoch 0: |          | 9747/? [1:02:12<00:00,  2.61it/s]\nEpoch 0: |          | 9748/? [1:02:12<00:00,  2.61it/s]\nEpoch 0: |          | 9748/? [1:02:12<00:00,  2.61it/s]\nEpoch 0: |          | 9749/? [1:02:12<00:00,  2.61it/s]\nEpoch 0: |          | 9749/? [1:02:12<00:00,  2.61it/s]\nEpoch 0: |          | 9750/? [1:02:13<00:00,  2.61it/s]\nEpoch 0: |          | 9750/? [1:02:13<00:00,  2.61it/s]\nEpoch 0: |          | 9751/? [1:02:13<00:00,  2.61it/s]\nEpoch 0: |          | 9751/? [1:02:13<00:00,  2.61it/s]\nEpoch 0: |          | 9752/? [1:02:13<00:00,  2.61it/s]\nEpoch 0: |          | 9752/? [1:02:13<00:00,  2.61it/s]\nEpoch 0: |          | 9753/? [1:02:13<00:00,  2.61it/s]\nEpoch 0: |          | 9753/? [1:02:13<00:00,  2.61it/s]\nEpoch 0: |          | 9754/? [1:02:14<00:00,  2.61it/s]\nEpoch 0: |          | 9754/? [1:02:14<00:00,  2.61it/s]\nEpoch 0: |          | 9755/? [1:02:14<00:00,  2.61it/s]\nEpoch 0: |          | 9755/? [1:02:14<00:00,  2.61it/s]\nEpoch 0: |          | 9756/? [1:02:14<00:00,  2.61it/s]\nEpoch 0: |          | 9756/? [1:02:14<00:00,  2.61it/s]\nEpoch 0: |          | 9757/? [1:02:14<00:00,  2.61it/s]\nEpoch 0: |          | 9757/? [1:02:14<00:00,  2.61it/s]\nEpoch 0: |          | 9758/? [1:02:15<00:00,  2.61it/s]\nEpoch 0: |          | 9758/? [1:02:15<00:00,  2.61it/s]\nEpoch 0: |          | 9759/? [1:02:15<00:00,  2.61it/s]\nEpoch 0: |          | 9759/? [1:02:15<00:00,  2.61it/s]\nEpoch 0: |          | 9760/? [1:02:15<00:00,  2.61it/s]\nEpoch 0: |          | 9760/? [1:02:15<00:00,  2.61it/s]\nEpoch 0: |          | 9761/? [1:02:16<00:00,  2.61it/s]\nEpoch 0: |          | 9761/? [1:02:16<00:00,  2.61it/s]\nEpoch 0: |          | 9762/? [1:02:16<00:00,  2.61it/s]\nEpoch 0: |          | 9762/? [1:02:16<00:00,  2.61it/s]\nEpoch 0: |          | 9763/? [1:02:16<00:00,  2.61it/s]\nEpoch 0: |          | 9763/? [1:02:16<00:00,  2.61it/s]\nEpoch 0: |          | 9764/? [1:02:16<00:00,  2.61it/s]\nEpoch 0: |          | 9764/? [1:02:16<00:00,  2.61it/s]\nEpoch 0: |          | 9765/? [1:02:17<00:00,  2.61it/s]\nEpoch 0: |          | 9765/? [1:02:17<00:00,  2.61it/s]\nEpoch 0: |          | 9766/? [1:02:17<00:00,  2.61it/s]\nEpoch 0: |          | 9766/? [1:02:17<00:00,  2.61it/s]\nEpoch 0: |          | 9767/? [1:02:17<00:00,  2.61it/s]\nEpoch 0: |          | 9767/? [1:02:17<00:00,  2.61it/s]\nEpoch 0: |          | 9768/? [1:02:17<00:00,  2.61it/s]\nEpoch 0: |          | 9768/? [1:02:17<00:00,  2.61it/s]\nEpoch 0: |          | 9769/? [1:02:18<00:00,  2.61it/s]\nEpoch 0: |          | 9769/? [1:02:18<00:00,  2.61it/s]\nEpoch 0: |          | 9770/? [1:02:18<00:00,  2.61it/s]\nEpoch 0: |          | 9770/? [1:02:18<00:00,  2.61it/s]\nEpoch 0: |          | 9771/? [1:02:18<00:00,  2.61it/s]\nEpoch 0: |          | 9771/? [1:02:18<00:00,  2.61it/s]\nEpoch 0: |          | 9772/? [1:02:19<00:00,  2.61it/s]\nEpoch 0: |          | 9772/? [1:02:19<00:00,  2.61it/s]\nEpoch 0: |          | 9773/? [1:02:19<00:00,  2.61it/s]\nEpoch 0: |          | 9773/? [1:02:19<00:00,  2.61it/s]\nEpoch 0: |          | 9774/? [1:02:19<00:00,  2.61it/s]\nEpoch 0: |          | 9774/? [1:02:19<00:00,  2.61it/s]\nEpoch 0: |          | 9775/? [1:02:19<00:00,  2.61it/s]\nEpoch 0: |          | 9775/? [1:02:19<00:00,  2.61it/s]\nEpoch 0: |          | 9776/? [1:02:20<00:00,  2.61it/s]\nEpoch 0: |          | 9776/? [1:02:20<00:00,  2.61it/s]\nEpoch 0: |          | 9777/? [1:02:20<00:00,  2.61it/s]\nEpoch 0: |          | 9777/? [1:02:20<00:00,  2.61it/s]\nEpoch 0: |          | 9778/? [1:02:20<00:00,  2.61it/s]\nEpoch 0: |          | 9778/? [1:02:20<00:00,  2.61it/s]\nEpoch 0: |          | 9779/? [1:02:20<00:00,  2.61it/s]\nEpoch 0: |          | 9779/? [1:02:20<00:00,  2.61it/s]\nEpoch 0: |          | 9780/? [1:02:21<00:00,  2.61it/s]\nEpoch 0: |          | 9780/? [1:02:21<00:00,  2.61it/s]\nEpoch 0: |          | 9781/? [1:02:21<00:00,  2.61it/s]\nEpoch 0: |          | 9781/? [1:02:21<00:00,  2.61it/s]\nEpoch 0: |          | 9782/? [1:02:21<00:00,  2.61it/s]\nEpoch 0: |          | 9782/? [1:02:21<00:00,  2.61it/s]\nEpoch 0: |          | 9783/? [1:02:21<00:00,  2.61it/s]\nEpoch 0: |          | 9783/? [1:02:21<00:00,  2.61it/s]\nEpoch 0: |          | 9784/? [1:02:22<00:00,  2.61it/s]\nEpoch 0: |          | 9784/? [1:02:22<00:00,  2.61it/s]\nEpoch 0: |          | 9785/? [1:02:22<00:00,  2.61it/s]\nEpoch 0: |          | 9785/? [1:02:22<00:00,  2.61it/s]\nEpoch 0: |          | 9786/? [1:02:22<00:00,  2.61it/s]\nEpoch 0: |          | 9786/? [1:02:22<00:00,  2.61it/s]\nEpoch 0: |          | 9787/? [1:02:23<00:00,  2.61it/s]\nEpoch 0: |          | 9787/? [1:02:23<00:00,  2.61it/s]\nEpoch 0: |          | 9788/? [1:02:23<00:00,  2.61it/s]\nEpoch 0: |          | 9788/? [1:02:23<00:00,  2.61it/s]\nEpoch 0: |          | 9789/? [1:02:23<00:00,  2.61it/s]\nEpoch 0: |          | 9789/? [1:02:23<00:00,  2.61it/s]\nEpoch 0: |          | 9790/? [1:02:23<00:00,  2.61it/s]\nEpoch 0: |          | 9790/? [1:02:23<00:00,  2.61it/s]\nEpoch 0: |          | 9791/? [1:02:24<00:00,  2.62it/s]\nEpoch 0: |          | 9791/? [1:02:24<00:00,  2.62it/s]\nEpoch 0: |          | 9792/? [1:02:24<00:00,  2.62it/s]\nEpoch 0: |          | 9792/? [1:02:24<00:00,  2.62it/s]\nEpoch 0: |          | 9793/? [1:02:24<00:00,  2.62it/s]\nEpoch 0: |          | 9793/? [1:02:24<00:00,  2.62it/s]\nEpoch 0: |          | 9794/? [1:02:24<00:00,  2.62it/s]\nEpoch 0: |          | 9794/? [1:02:24<00:00,  2.62it/s]\nEpoch 0: |          | 9795/? [1:02:25<00:00,  2.62it/s]\nEpoch 0: |          | 9795/? [1:02:25<00:00,  2.62it/s]\nEpoch 0: |          | 9796/? [1:02:25<00:00,  2.62it/s]\nEpoch 0: |          | 9796/? [1:02:25<00:00,  2.62it/s]\nEpoch 0: |          | 9797/? [1:02:25<00:00,  2.62it/s]\nEpoch 0: |          | 9797/? [1:02:25<00:00,  2.62it/s]\nEpoch 0: |          | 9798/? [1:02:26<00:00,  2.62it/s]\nEpoch 0: |          | 9798/? [1:02:26<00:00,  2.62it/s]\nEpoch 0: |          | 9799/? [1:02:26<00:00,  2.62it/s]\nEpoch 0: |          | 9799/? [1:02:26<00:00,  2.62it/s]\nEpoch 0: |          | 9800/? [1:02:26<00:00,  2.62it/s]\nEpoch 0: |          | 9800/? [1:02:26<00:00,  2.62it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.64it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.34it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.36it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.82it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 9800/? [1:02:26<00:00,  2.62it/s]\nEpoch 0: |          | 9801/? [1:02:27<00:00,  2.62it/s]\nEpoch 0: |          | 9801/? [1:02:27<00:00,  2.62it/s]\nEpoch 0: |          | 9802/? [1:02:27<00:00,  2.62it/s]\nEpoch 0: |          | 9802/? [1:02:27<00:00,  2.62it/s]\nEpoch 0: |          | 9803/? [1:02:27<00:00,  2.62it/s]\nEpoch 0: |          | 9803/? [1:02:27<00:00,  2.62it/s]\nEpoch 0: |          | 9804/? [1:02:27<00:00,  2.62it/s]\nEpoch 0: |          | 9804/? [1:02:27<00:00,  2.62it/s]\nEpoch 0: |          | 9805/? [1:02:28<00:00,  2.62it/s]\nEpoch 0: |          | 9805/? [1:02:28<00:00,  2.62it/s]\nEpoch 0: |          | 9806/? [1:02:28<00:00,  2.62it/s]\nEpoch 0: |          | 9806/? [1:02:28<00:00,  2.62it/s]\nEpoch 0: |          | 9807/? [1:02:28<00:00,  2.62it/s]\nEpoch 0: |          | 9807/? [1:02:28<00:00,  2.62it/s]\nEpoch 0: |          | 9808/? [1:02:29<00:00,  2.62it/s]\nEpoch 0: |          | 9808/? [1:02:29<00:00,  2.62it/s]\nEpoch 0: |          | 9809/? [1:02:29<00:00,  2.62it/s]\nEpoch 0: |          | 9809/? [1:02:29<00:00,  2.62it/s]\nEpoch 0: |          | 9810/? [1:02:29<00:00,  2.62it/s]\nEpoch 0: |          | 9810/? [1:02:29<00:00,  2.62it/s]\nEpoch 0: |          | 9811/? [1:02:29<00:00,  2.62it/s]\nEpoch 0: |          | 9811/? [1:02:29<00:00,  2.62it/s]\nEpoch 0: |          | 9812/? [1:02:30<00:00,  2.62it/s]\nEpoch 0: |          | 9812/? [1:02:30<00:00,  2.62it/s]\nEpoch 0: |          | 9813/? [1:02:30<00:00,  2.62it/s]\nEpoch 0: |          | 9813/? [1:02:30<00:00,  2.62it/s]\nEpoch 0: |          | 9814/? [1:02:30<00:00,  2.62it/s]\nEpoch 0: |          | 9814/? [1:02:30<00:00,  2.62it/s]\nEpoch 0: |          | 9815/? [1:02:30<00:00,  2.62it/s]\nEpoch 0: |          | 9815/? [1:02:30<00:00,  2.62it/s]\nEpoch 0: |          | 9816/? [1:02:31<00:00,  2.62it/s]\nEpoch 0: |          | 9816/? [1:02:31<00:00,  2.62it/s]\nEpoch 0: |          | 9817/? [1:02:31<00:00,  2.62it/s]\nEpoch 0: |          | 9817/? [1:02:31<00:00,  2.62it/s]\nEpoch 0: |          | 9818/? [1:02:31<00:00,  2.62it/s]\nEpoch 0: |          | 9818/? [1:02:31<00:00,  2.62it/s]\nEpoch 0: |          | 9819/? [1:02:32<00:00,  2.62it/s]\nEpoch 0: |          | 9819/? [1:02:32<00:00,  2.62it/s]\nEpoch 0: |          | 9820/? [1:02:32<00:00,  2.62it/s]\nEpoch 0: |          | 9820/? [1:02:32<00:00,  2.62it/s]\nEpoch 0: |          | 9821/? [1:02:32<00:00,  2.62it/s]\nEpoch 0: |          | 9821/? [1:02:32<00:00,  2.62it/s]\nEpoch 0: |          | 9822/? [1:02:32<00:00,  2.62it/s]\nEpoch 0: |          | 9822/? [1:02:32<00:00,  2.62it/s]\nEpoch 0: |          | 9823/? [1:02:33<00:00,  2.62it/s]\nEpoch 0: |          | 9823/? [1:02:33<00:00,  2.62it/s]\nEpoch 0: |          | 9824/? [1:02:33<00:00,  2.62it/s]\nEpoch 0: |          | 9824/? [1:02:33<00:00,  2.62it/s]\nEpoch 0: |          | 9825/? [1:02:33<00:00,  2.62it/s]\nEpoch 0: |          | 9825/? [1:02:33<00:00,  2.62it/s]\nEpoch 0: |          | 9826/? [1:02:33<00:00,  2.62it/s]\nEpoch 0: |          | 9826/? [1:02:33<00:00,  2.62it/s]\nEpoch 0: |          | 9827/? [1:02:34<00:00,  2.62it/s]\nEpoch 0: |          | 9827/? [1:02:34<00:00,  2.62it/s]\nEpoch 0: |          | 9828/? [1:02:34<00:00,  2.62it/s]\nEpoch 0: |          | 9828/? [1:02:34<00:00,  2.62it/s]\nEpoch 0: |          | 9829/? [1:02:34<00:00,  2.62it/s]\nEpoch 0: |          | 9829/? [1:02:34<00:00,  2.62it/s]\nEpoch 0: |          | 9830/? [1:02:35<00:00,  2.62it/s]\nEpoch 0: |          | 9830/? [1:02:35<00:00,  2.62it/s]\nEpoch 0: |          | 9831/? [1:02:35<00:00,  2.62it/s]\nEpoch 0: |          | 9831/? [1:02:35<00:00,  2.62it/s]\nEpoch 0: |          | 9832/? [1:02:35<00:00,  2.62it/s]\nEpoch 0: |          | 9832/? [1:02:35<00:00,  2.62it/s]\nEpoch 0: |          | 9833/? [1:02:35<00:00,  2.62it/s]\nEpoch 0: |          | 9833/? [1:02:35<00:00,  2.62it/s]\nEpoch 0: |          | 9834/? [1:02:36<00:00,  2.62it/s]\nEpoch 0: |          | 9834/? [1:02:36<00:00,  2.62it/s]\nEpoch 0: |          | 9835/? [1:02:36<00:00,  2.62it/s]\nEpoch 0: |          | 9835/? [1:02:36<00:00,  2.62it/s]\nEpoch 0: |          | 9836/? [1:02:36<00:00,  2.62it/s]\nEpoch 0: |          | 9836/? [1:02:36<00:00,  2.62it/s]\nEpoch 0: |          | 9837/? [1:02:36<00:00,  2.62it/s]\nEpoch 0: |          | 9837/? [1:02:36<00:00,  2.62it/s]\nEpoch 0: |          | 9838/? [1:02:37<00:00,  2.62it/s]\nEpoch 0: |          | 9838/? [1:02:37<00:00,  2.62it/s]\nEpoch 0: |          | 9839/? [1:02:37<00:00,  2.62it/s]\nEpoch 0: |          | 9839/? [1:02:37<00:00,  2.62it/s]\nEpoch 0: |          | 9840/? [1:02:37<00:00,  2.62it/s]\nEpoch 0: |          | 9840/? [1:02:37<00:00,  2.62it/s]\nEpoch 0: |          | 9841/? [1:02:37<00:00,  2.62it/s]\nEpoch 0: |          | 9841/? [1:02:37<00:00,  2.62it/s]\nEpoch 0: |          | 9842/? [1:02:38<00:00,  2.62it/s]\nEpoch 0: |          | 9842/? [1:02:38<00:00,  2.62it/s]\nEpoch 0: |          | 9843/? [1:02:38<00:00,  2.62it/s]\nEpoch 0: |          | 9843/? [1:02:38<00:00,  2.62it/s]\nEpoch 0: |          | 9844/? [1:02:38<00:00,  2.62it/s]\nEpoch 0: |          | 9844/? [1:02:38<00:00,  2.62it/s]\nEpoch 0: |          | 9845/? [1:02:39<00:00,  2.62it/s]\nEpoch 0: |          | 9845/? [1:02:39<00:00,  2.62it/s]\nEpoch 0: |          | 9846/? [1:02:39<00:00,  2.62it/s]\nEpoch 0: |          | 9846/? [1:02:39<00:00,  2.62it/s]\nEpoch 0: |          | 9847/? [1:02:39<00:00,  2.62it/s]\nEpoch 0: |          | 9847/? [1:02:39<00:00,  2.62it/s]\nEpoch 0: |          | 9848/? [1:02:39<00:00,  2.62it/s]\nEpoch 0: |          | 9848/? [1:02:39<00:00,  2.62it/s]\nEpoch 0: |          | 9849/? [1:02:40<00:00,  2.62it/s]\nEpoch 0: |          | 9849/? [1:02:40<00:00,  2.62it/s]\nEpoch 0: |          | 9850/? [1:02:40<00:00,  2.62it/s]\nEpoch 0: |          | 9850/? [1:02:40<00:00,  2.62it/s]\nEpoch 0: |          | 9851/? [1:02:40<00:00,  2.62it/s]\nEpoch 0: |          | 9851/? [1:02:40<00:00,  2.62it/s]\nEpoch 0: |          | 9852/? [1:02:40<00:00,  2.62it/s]\nEpoch 0: |          | 9852/? [1:02:40<00:00,  2.62it/s]\nEpoch 0: |          | 9853/? [1:02:41<00:00,  2.62it/s]\nEpoch 0: |          | 9853/? [1:02:41<00:00,  2.62it/s]\nEpoch 0: |          | 9854/? [1:02:41<00:00,  2.62it/s]\nEpoch 0: |          | 9854/? [1:02:41<00:00,  2.62it/s]\nEpoch 0: |          | 9855/? [1:02:41<00:00,  2.62it/s]\nEpoch 0: |          | 9855/? [1:02:41<00:00,  2.62it/s]\nEpoch 0: |          | 9856/? [1:02:42<00:00,  2.62it/s]\nEpoch 0: |          | 9856/? [1:02:42<00:00,  2.62it/s]\nEpoch 0: |          | 9857/? [1:02:42<00:00,  2.62it/s]\nEpoch 0: |          | 9857/? [1:02:42<00:00,  2.62it/s]\nEpoch 0: |          | 9858/? [1:02:42<00:00,  2.62it/s]\nEpoch 0: |          | 9858/? [1:02:42<00:00,  2.62it/s]\nEpoch 0: |          | 9859/? [1:02:42<00:00,  2.62it/s]\nEpoch 0: |          | 9859/? [1:02:42<00:00,  2.62it/s]\nEpoch 0: |          | 9860/? [1:02:43<00:00,  2.62it/s]\nEpoch 0: |          | 9860/? [1:02:43<00:00,  2.62it/s]\nEpoch 0: |          | 9861/? [1:02:43<00:00,  2.62it/s]\nEpoch 0: |          | 9861/? [1:02:43<00:00,  2.62it/s]\nEpoch 0: |          | 9862/? [1:02:43<00:00,  2.62it/s]\nEpoch 0: |          | 9862/? [1:02:43<00:00,  2.62it/s]\nEpoch 0: |          | 9863/? [1:02:43<00:00,  2.62it/s]\nEpoch 0: |          | 9863/? [1:02:43<00:00,  2.62it/s]\nEpoch 0: |          | 9864/? [1:02:44<00:00,  2.62it/s]\nEpoch 0: |          | 9864/? [1:02:44<00:00,  2.62it/s]\nEpoch 0: |          | 9865/? [1:02:44<00:00,  2.62it/s]\nEpoch 0: |          | 9865/? [1:02:44<00:00,  2.62it/s]\nEpoch 0: |          | 9866/? [1:02:44<00:00,  2.62it/s]\nEpoch 0: |          | 9866/? [1:02:44<00:00,  2.62it/s]\nEpoch 0: |          | 9867/? [1:02:45<00:00,  2.62it/s]\nEpoch 0: |          | 9867/? [1:02:45<00:00,  2.62it/s]\nEpoch 0: |          | 9868/? [1:02:45<00:00,  2.62it/s]\nEpoch 0: |          | 9868/? [1:02:45<00:00,  2.62it/s]\nEpoch 0: |          | 9869/? [1:02:45<00:00,  2.62it/s]\nEpoch 0: |          | 9869/? [1:02:45<00:00,  2.62it/s]\nEpoch 0: |          | 9870/? [1:02:45<00:00,  2.62it/s]\nEpoch 0: |          | 9870/? [1:02:45<00:00,  2.62it/s]\nEpoch 0: |          | 9871/? [1:02:46<00:00,  2.62it/s]\nEpoch 0: |          | 9871/? [1:02:46<00:00,  2.62it/s]\nEpoch 0: |          | 9872/? [1:02:46<00:00,  2.62it/s]\nEpoch 0: |          | 9872/? [1:02:46<00:00,  2.62it/s]\nEpoch 0: |          | 9873/? [1:02:46<00:00,  2.62it/s]\nEpoch 0: |          | 9873/? [1:02:46<00:00,  2.62it/s]\nEpoch 0: |          | 9874/? [1:02:46<00:00,  2.62it/s]\nEpoch 0: |          | 9874/? [1:02:46<00:00,  2.62it/s]\nEpoch 0: |          | 9875/? [1:02:47<00:00,  2.62it/s]\nEpoch 0: |          | 9875/? [1:02:47<00:00,  2.62it/s]\nEpoch 0: |          | 9876/? [1:02:47<00:00,  2.62it/s]\nEpoch 0: |          | 9876/? [1:02:47<00:00,  2.62it/s]\nEpoch 0: |          | 9877/? [1:02:47<00:00,  2.62it/s]\nEpoch 0: |          | 9877/? [1:02:47<00:00,  2.62it/s]\nEpoch 0: |          | 9878/? [1:02:48<00:00,  2.62it/s]\nEpoch 0: |          | 9878/? [1:02:48<00:00,  2.62it/s]\nEpoch 0: |          | 9879/? [1:02:48<00:00,  2.62it/s]\nEpoch 0: |          | 9879/? [1:02:48<00:00,  2.62it/s]\nEpoch 0: |          | 9880/? [1:02:48<00:00,  2.62it/s]\nEpoch 0: |          | 9880/? [1:02:48<00:00,  2.62it/s]\nEpoch 0: |          | 9881/? [1:02:48<00:00,  2.62it/s]\nEpoch 0: |          | 9881/? [1:02:48<00:00,  2.62it/s]\nEpoch 0: |          | 9882/? [1:02:49<00:00,  2.62it/s]\nEpoch 0: |          | 9882/? [1:02:49<00:00,  2.62it/s]\nEpoch 0: |          | 9883/? [1:02:49<00:00,  2.62it/s]\nEpoch 0: |          | 9883/? [1:02:49<00:00,  2.62it/s]\nEpoch 0: |          | 9884/? [1:02:49<00:00,  2.62it/s]\nEpoch 0: |          | 9884/? [1:02:49<00:00,  2.62it/s]\nEpoch 0: |          | 9885/? [1:02:49<00:00,  2.62it/s]\nEpoch 0: |          | 9885/? [1:02:49<00:00,  2.62it/s]\nEpoch 0: |          | 9886/? [1:02:50<00:00,  2.62it/s]\nEpoch 0: |          | 9886/? [1:02:50<00:00,  2.62it/s]\nEpoch 0: |          | 9887/? [1:02:50<00:00,  2.62it/s]\nEpoch 0: |          | 9887/? [1:02:50<00:00,  2.62it/s]\nEpoch 0: |          | 9888/? [1:02:50<00:00,  2.62it/s]\nEpoch 0: |          | 9888/? [1:02:50<00:00,  2.62it/s]\nEpoch 0: |          | 9889/? [1:02:50<00:00,  2.62it/s]\nEpoch 0: |          | 9889/? [1:02:50<00:00,  2.62it/s]\nEpoch 0: |          | 9890/? [1:02:51<00:00,  2.62it/s]\nEpoch 0: |          | 9890/? [1:02:51<00:00,  2.62it/s]\nEpoch 0: |          | 9891/? [1:02:51<00:00,  2.62it/s]\nEpoch 0: |          | 9891/? [1:02:51<00:00,  2.62it/s]\nEpoch 0: |          | 9892/? [1:02:51<00:00,  2.62it/s]\nEpoch 0: |          | 9892/? [1:02:51<00:00,  2.62it/s]\nEpoch 0: |          | 9893/? [1:02:52<00:00,  2.62it/s]\nEpoch 0: |          | 9893/? [1:02:52<00:00,  2.62it/s]\nEpoch 0: |          | 9894/? [1:02:52<00:00,  2.62it/s]\nEpoch 0: |          | 9894/? [1:02:52<00:00,  2.62it/s]\nEpoch 0: |          | 9895/? [1:02:52<00:00,  2.62it/s]\nEpoch 0: |          | 9895/? [1:02:52<00:00,  2.62it/s]\nEpoch 0: |          | 9896/? [1:02:52<00:00,  2.62it/s]\nEpoch 0: |          | 9896/? [1:02:52<00:00,  2.62it/s]\nEpoch 0: |          | 9897/? [1:02:53<00:00,  2.62it/s]\nEpoch 0: |          | 9897/? [1:02:53<00:00,  2.62it/s]\nEpoch 0: |          | 9898/? [1:02:53<00:00,  2.62it/s]\nEpoch 0: |          | 9898/? [1:02:53<00:00,  2.62it/s]\nEpoch 0: |          | 9899/? [1:02:53<00:00,  2.62it/s]\nEpoch 0: |          | 9899/? [1:02:53<00:00,  2.62it/s]\nEpoch 0: |          | 9900/? [1:02:53<00:00,  2.62it/s]\nEpoch 0: |          | 9900/? [1:02:53<00:00,  2.62it/s]\nEpoch 0: |          | 9901/? [1:02:54<00:00,  2.62it/s]\nEpoch 0: |          | 9901/? [1:02:54<00:00,  2.62it/s]\nEpoch 0: |          | 9902/? [1:02:54<00:00,  2.62it/s]\nEpoch 0: |          | 9902/? [1:02:54<00:00,  2.62it/s]\nEpoch 0: |          | 9903/? [1:02:54<00:00,  2.62it/s]\nEpoch 0: |          | 9903/? [1:02:54<00:00,  2.62it/s]\nEpoch 0: |          | 9904/? [1:02:55<00:00,  2.62it/s]\nEpoch 0: |          | 9904/? [1:02:55<00:00,  2.62it/s]\nEpoch 0: |          | 9905/? [1:02:55<00:00,  2.62it/s]\nEpoch 0: |          | 9905/? [1:02:55<00:00,  2.62it/s]\nEpoch 0: |          | 9906/? [1:02:55<00:00,  2.62it/s]\nEpoch 0: |          | 9906/? [1:02:55<00:00,  2.62it/s]\nEpoch 0: |          | 9907/? [1:02:55<00:00,  2.62it/s]\nEpoch 0: |          | 9907/? [1:02:55<00:00,  2.62it/s]\nEpoch 0: |          | 9908/? [1:02:56<00:00,  2.62it/s]\nEpoch 0: |          | 9908/? [1:02:56<00:00,  2.62it/s]\nEpoch 0: |          | 9909/? [1:02:56<00:00,  2.62it/s]\nEpoch 0: |          | 9909/? [1:02:56<00:00,  2.62it/s]\nEpoch 0: |          | 9910/? [1:02:56<00:00,  2.62it/s]\nEpoch 0: |          | 9910/? [1:02:56<00:00,  2.62it/s]\nEpoch 0: |          | 9911/? [1:02:56<00:00,  2.62it/s]\nEpoch 0: |          | 9911/? [1:02:56<00:00,  2.62it/s]\nEpoch 0: |          | 9912/? [1:02:57<00:00,  2.62it/s]\nEpoch 0: |          | 9912/? [1:02:57<00:00,  2.62it/s]\nEpoch 0: |          | 9913/? [1:02:57<00:00,  2.62it/s]\nEpoch 0: |          | 9913/? [1:02:57<00:00,  2.62it/s]\nEpoch 0: |          | 9914/? [1:02:57<00:00,  2.62it/s]\nEpoch 0: |          | 9914/? [1:02:57<00:00,  2.62it/s]\nEpoch 0: |          | 9915/? [1:02:58<00:00,  2.62it/s]\nEpoch 0: |          | 9915/? [1:02:58<00:00,  2.62it/s]\nEpoch 0: |          | 9916/? [1:02:58<00:00,  2.62it/s]\nEpoch 0: |          | 9916/? [1:02:58<00:00,  2.62it/s]\nEpoch 0: |          | 9917/? [1:02:58<00:00,  2.62it/s]\nEpoch 0: |          | 9917/? [1:02:58<00:00,  2.62it/s]\nEpoch 0: |          | 9918/? [1:02:58<00:00,  2.62it/s]\nEpoch 0: |          | 9918/? [1:02:58<00:00,  2.62it/s]\nEpoch 0: |          | 9919/? [1:02:59<00:00,  2.62it/s]\nEpoch 0: |          | 9919/? [1:02:59<00:00,  2.62it/s]\nEpoch 0: |          | 9920/? [1:02:59<00:00,  2.62it/s]\nEpoch 0: |          | 9920/? [1:02:59<00:00,  2.62it/s]\nEpoch 0: |          | 9921/? [1:02:59<00:00,  2.62it/s]\nEpoch 0: |          | 9921/? [1:02:59<00:00,  2.62it/s]\nEpoch 0: |          | 9922/? [1:02:59<00:00,  2.62it/s]\nEpoch 0: |          | 9922/? [1:02:59<00:00,  2.62it/s]\nEpoch 0: |          | 9923/? [1:03:00<00:00,  2.63it/s]\nEpoch 0: |          | 9923/? [1:03:00<00:00,  2.62it/s]\nEpoch 0: |          | 9924/? [1:03:00<00:00,  2.63it/s]\nEpoch 0: |          | 9924/? [1:03:00<00:00,  2.63it/s]\nEpoch 0: |          | 9925/? [1:03:00<00:00,  2.63it/s]\nEpoch 0: |          | 9925/? [1:03:00<00:00,  2.63it/s]\nEpoch 0: |          | 9926/? [1:03:00<00:00,  2.63it/s]\nEpoch 0: |          | 9926/? [1:03:00<00:00,  2.63it/s]\nEpoch 0: |          | 9927/? [1:03:01<00:00,  2.63it/s]\nEpoch 0: |          | 9927/? [1:03:01<00:00,  2.63it/s]\nEpoch 0: |          | 9928/? [1:03:01<00:00,  2.63it/s]\nEpoch 0: |          | 9928/? [1:03:01<00:00,  2.63it/s]\nEpoch 0: |          | 9929/? [1:03:01<00:00,  2.63it/s]\nEpoch 0: |          | 9929/? [1:03:01<00:00,  2.63it/s]\nEpoch 0: |          | 9930/? [1:03:02<00:00,  2.63it/s]\nEpoch 0: |          | 9930/? [1:03:02<00:00,  2.63it/s]\nEpoch 0: |          | 9931/? [1:03:02<00:00,  2.63it/s]\nEpoch 0: |          | 9931/? [1:03:02<00:00,  2.63it/s]\nEpoch 0: |          | 9932/? [1:03:02<00:00,  2.63it/s]\nEpoch 0: |          | 9932/? [1:03:02<00:00,  2.63it/s]\nEpoch 0: |          | 9933/? [1:03:02<00:00,  2.63it/s]\nEpoch 0: |          | 9933/? [1:03:02<00:00,  2.63it/s]\nEpoch 0: |          | 9934/? [1:03:03<00:00,  2.63it/s]\nEpoch 0: |          | 9934/? [1:03:03<00:00,  2.63it/s]\nEpoch 0: |          | 9935/? [1:03:03<00:00,  2.63it/s]\nEpoch 0: |          | 9935/? [1:03:03<00:00,  2.63it/s]\nEpoch 0: |          | 9936/? [1:03:03<00:00,  2.63it/s]\nEpoch 0: |          | 9936/? [1:03:03<00:00,  2.63it/s]\nEpoch 0: |          | 9937/? [1:03:03<00:00,  2.63it/s]\nEpoch 0: |          | 9937/? [1:03:03<00:00,  2.63it/s]\nEpoch 0: |          | 9938/? [1:03:04<00:00,  2.63it/s]\nEpoch 0: |          | 9938/? [1:03:04<00:00,  2.63it/s]\nEpoch 0: |          | 9939/? [1:03:04<00:00,  2.63it/s]\nEpoch 0: |          | 9939/? [1:03:04<00:00,  2.63it/s]\nEpoch 0: |          | 9940/? [1:03:04<00:00,  2.63it/s]\nEpoch 0: |          | 9940/? [1:03:04<00:00,  2.63it/s]\nEpoch 0: |          | 9941/? [1:03:05<00:00,  2.63it/s]\nEpoch 0: |          | 9941/? [1:03:05<00:00,  2.63it/s]\nEpoch 0: |          | 9942/? [1:03:05<00:00,  2.63it/s]\nEpoch 0: |          | 9942/? [1:03:05<00:00,  2.63it/s]\nEpoch 0: |          | 9943/? [1:03:05<00:00,  2.63it/s]\nEpoch 0: |          | 9943/? [1:03:05<00:00,  2.63it/s]\nEpoch 0: |          | 9944/? [1:03:05<00:00,  2.63it/s]\nEpoch 0: |          | 9944/? [1:03:05<00:00,  2.63it/s]\nEpoch 0: |          | 9945/? [1:03:06<00:00,  2.63it/s]\nEpoch 0: |          | 9945/? [1:03:06<00:00,  2.63it/s]\nEpoch 0: |          | 9946/? [1:03:06<00:00,  2.63it/s]\nEpoch 0: |          | 9946/? [1:03:06<00:00,  2.63it/s]\nEpoch 0: |          | 9947/? [1:03:06<00:00,  2.63it/s]\nEpoch 0: |          | 9947/? [1:03:06<00:00,  2.63it/s]\nEpoch 0: |          | 9948/? [1:03:06<00:00,  2.63it/s]\nEpoch 0: |          | 9948/? [1:03:06<00:00,  2.63it/s]\nEpoch 0: |          | 9949/? [1:03:07<00:00,  2.63it/s]\nEpoch 0: |          | 9949/? [1:03:07<00:00,  2.63it/s]\nEpoch 0: |          | 9950/? [1:03:07<00:00,  2.63it/s]\nEpoch 0: |          | 9950/? [1:03:07<00:00,  2.63it/s]\nEpoch 0: |          | 9951/? [1:03:07<00:00,  2.63it/s]\nEpoch 0: |          | 9951/? [1:03:07<00:00,  2.63it/s]\nEpoch 0: |          | 9952/? [1:03:07<00:00,  2.63it/s]\nEpoch 0: |          | 9952/? [1:03:07<00:00,  2.63it/s]\nEpoch 0: |          | 9953/? [1:03:08<00:00,  2.63it/s]\nEpoch 0: |          | 9953/? [1:03:08<00:00,  2.63it/s]\nEpoch 0: |          | 9954/? [1:03:08<00:00,  2.63it/s]\nEpoch 0: |          | 9954/? [1:03:08<00:00,  2.63it/s]\nEpoch 0: |          | 9955/? [1:03:08<00:00,  2.63it/s]\nEpoch 0: |          | 9955/? [1:03:08<00:00,  2.63it/s]\nEpoch 0: |          | 9956/? [1:03:09<00:00,  2.63it/s]\nEpoch 0: |          | 9956/? [1:03:09<00:00,  2.63it/s]\nEpoch 0: |          | 9957/? [1:03:09<00:00,  2.63it/s]\nEpoch 0: |          | 9957/? [1:03:09<00:00,  2.63it/s]\nEpoch 0: |          | 9958/? [1:03:09<00:00,  2.63it/s]\nEpoch 0: |          | 9958/? [1:03:09<00:00,  2.63it/s]\nEpoch 0: |          | 9959/? [1:03:09<00:00,  2.63it/s]\nEpoch 0: |          | 9959/? [1:03:09<00:00,  2.63it/s]\nEpoch 0: |          | 9960/? [1:03:10<00:00,  2.63it/s]\nEpoch 0: |          | 9960/? [1:03:10<00:00,  2.63it/s]\nEpoch 0: |          | 9961/? [1:03:10<00:00,  2.63it/s]\nEpoch 0: |          | 9961/? [1:03:10<00:00,  2.63it/s]\nEpoch 0: |          | 9962/? [1:03:10<00:00,  2.63it/s]\nEpoch 0: |          | 9962/? [1:03:10<00:00,  2.63it/s]\nEpoch 0: |          | 9963/? [1:03:10<00:00,  2.63it/s]\nEpoch 0: |          | 9963/? [1:03:10<00:00,  2.63it/s]\nEpoch 0: |          | 9964/? [1:03:11<00:00,  2.63it/s]\nEpoch 0: |          | 9964/? [1:03:11<00:00,  2.63it/s]\nEpoch 0: |          | 9965/? [1:03:11<00:00,  2.63it/s]\nEpoch 0: |          | 9965/? [1:03:11<00:00,  2.63it/s]\nEpoch 0: |          | 9966/? [1:03:11<00:00,  2.63it/s]\nEpoch 0: |          | 9966/? [1:03:11<00:00,  2.63it/s]\nEpoch 0: |          | 9967/? [1:03:12<00:00,  2.63it/s]\nEpoch 0: |          | 9967/? [1:03:12<00:00,  2.63it/s]\nEpoch 0: |          | 9968/? [1:03:12<00:00,  2.63it/s]\nEpoch 0: |          | 9968/? [1:03:12<00:00,  2.63it/s]\nEpoch 0: |          | 9969/? [1:03:12<00:00,  2.63it/s]\nEpoch 0: |          | 9969/? [1:03:12<00:00,  2.63it/s]\nEpoch 0: |          | 9970/? [1:03:12<00:00,  2.63it/s]\nEpoch 0: |          | 9970/? [1:03:12<00:00,  2.63it/s]\nEpoch 0: |          | 9971/? [1:03:13<00:00,  2.63it/s]\nEpoch 0: |          | 9971/? [1:03:13<00:00,  2.63it/s]\nEpoch 0: |          | 9972/? [1:03:13<00:00,  2.63it/s]\nEpoch 0: |          | 9972/? [1:03:13<00:00,  2.63it/s]\nEpoch 0: |          | 9973/? [1:03:13<00:00,  2.63it/s]\nEpoch 0: |          | 9973/? [1:03:13<00:00,  2.63it/s]\nEpoch 0: |          | 9974/? [1:03:13<00:00,  2.63it/s]\nEpoch 0: |          | 9974/? [1:03:13<00:00,  2.63it/s]\nEpoch 0: |          | 9975/? [1:03:14<00:00,  2.63it/s]\nEpoch 0: |          | 9975/? [1:03:14<00:00,  2.63it/s]\nEpoch 0: |          | 9976/? [1:03:14<00:00,  2.63it/s]\nEpoch 0: |          | 9976/? [1:03:14<00:00,  2.63it/s]\nEpoch 0: |          | 9977/? [1:03:14<00:00,  2.63it/s]\nEpoch 0: |          | 9977/? [1:03:14<00:00,  2.63it/s]\nEpoch 0: |          | 9978/? [1:03:15<00:00,  2.63it/s]\nEpoch 0: |          | 9978/? [1:03:15<00:00,  2.63it/s]\nEpoch 0: |          | 9979/? [1:03:15<00:00,  2.63it/s]\nEpoch 0: |          | 9979/? [1:03:15<00:00,  2.63it/s]\nEpoch 0: |          | 9980/? [1:03:15<00:00,  2.63it/s]\nEpoch 0: |          | 9980/? [1:03:15<00:00,  2.63it/s]\nEpoch 0: |          | 9981/? [1:03:15<00:00,  2.63it/s]\nEpoch 0: |          | 9981/? [1:03:15<00:00,  2.63it/s]\nEpoch 0: |          | 9982/? [1:03:16<00:00,  2.63it/s]\nEpoch 0: |          | 9982/? [1:03:16<00:00,  2.63it/s]\nEpoch 0: |          | 9983/? [1:03:16<00:00,  2.63it/s]\nEpoch 0: |          | 9983/? [1:03:16<00:00,  2.63it/s]\nEpoch 0: |          | 9984/? [1:03:16<00:00,  2.63it/s]\nEpoch 0: |          | 9984/? [1:03:16<00:00,  2.63it/s]\nEpoch 0: |          | 9985/? [1:03:17<00:00,  2.63it/s]\nEpoch 0: |          | 9985/? [1:03:17<00:00,  2.63it/s]\nEpoch 0: |          | 9986/? [1:03:17<00:00,  2.63it/s]\nEpoch 0: |          | 9986/? [1:03:17<00:00,  2.63it/s]\nEpoch 0: |          | 9987/? [1:03:17<00:00,  2.63it/s]\nEpoch 0: |          | 9987/? [1:03:17<00:00,  2.63it/s]\nEpoch 0: |          | 9988/? [1:03:17<00:00,  2.63it/s]\nEpoch 0: |          | 9988/? [1:03:17<00:00,  2.63it/s]\nEpoch 0: |          | 9989/? [1:03:18<00:00,  2.63it/s]\nEpoch 0: |          | 9989/? [1:03:18<00:00,  2.63it/s]\nEpoch 0: |          | 9990/? [1:03:18<00:00,  2.63it/s]\nEpoch 0: |          | 9990/? [1:03:18<00:00,  2.63it/s]\nEpoch 0: |          | 9991/? [1:03:18<00:00,  2.63it/s]\nEpoch 0: |          | 9991/? [1:03:18<00:00,  2.63it/s]\nEpoch 0: |          | 9992/? [1:03:18<00:00,  2.63it/s]\nEpoch 0: |          | 9992/? [1:03:18<00:00,  2.63it/s]\nEpoch 0: |          | 9993/? [1:03:19<00:00,  2.63it/s]\nEpoch 0: |          | 9993/? [1:03:19<00:00,  2.63it/s]\nEpoch 0: |          | 9994/? [1:03:19<00:00,  2.63it/s]\nEpoch 0: |          | 9994/? [1:03:19<00:00,  2.63it/s]\nEpoch 0: |          | 9995/? [1:03:19<00:00,  2.63it/s]\nEpoch 0: |          | 9995/? [1:03:19<00:00,  2.63it/s]\nEpoch 0: |          | 9996/? [1:03:20<00:00,  2.63it/s]\nEpoch 0: |          | 9996/? [1:03:20<00:00,  2.63it/s]\nEpoch 0: |          | 9997/? [1:03:20<00:00,  2.63it/s]\nEpoch 0: |          | 9997/? [1:03:20<00:00,  2.63it/s]\nEpoch 0: |          | 9998/? [1:03:20<00:00,  2.63it/s]\nEpoch 0: |          | 9998/? [1:03:20<00:00,  2.63it/s]\nEpoch 0: |          | 9999/? [1:03:20<00:00,  2.63it/s]\nEpoch 0: |          | 9999/? [1:03:20<00:00,  2.63it/s]\nEpoch 0: |          | 10000/? [1:03:21<00:00,  2.63it/s]\nEpoch 0: |          | 10000/? [1:03:21<00:00,  2.63it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.32it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.86it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.22it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.25it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 10000/? [1:03:21<00:00,  2.63it/s]\nEpoch 0: |          | 10001/? [1:03:21<00:00,  2.63it/s]\nEpoch 0: |          | 10001/? [1:03:21<00:00,  2.63it/s]\nEpoch 0: |          | 10002/? [1:03:21<00:00,  2.63it/s]\nEpoch 0: |          | 10002/? [1:03:21<00:00,  2.63it/s]\nEpoch 0: |          | 10003/? [1:03:22<00:00,  2.63it/s]\nEpoch 0: |          | 10003/? [1:03:22<00:00,  2.63it/s]\nEpoch 0: |          | 10004/? [1:03:22<00:00,  2.63it/s]\nEpoch 0: |          | 10004/? [1:03:22<00:00,  2.63it/s]\nEpoch 0: |          | 10005/? [1:03:22<00:00,  2.63it/s]\nEpoch 0: |          | 10005/? [1:03:22<00:00,  2.63it/s]\nEpoch 0: |          | 10006/? [1:03:23<00:00,  2.63it/s]\nEpoch 0: |          | 10006/? [1:03:23<00:00,  2.63it/s]\nEpoch 0: |          | 10007/? [1:03:23<00:00,  2.63it/s]\nEpoch 0: |          | 10007/? [1:03:23<00:00,  2.63it/s]\nEpoch 0: |          | 10008/? [1:03:23<00:00,  2.63it/s]\nEpoch 0: |          | 10008/? [1:03:23<00:00,  2.63it/s]\nEpoch 0: |          | 10009/? [1:03:24<00:00,  2.63it/s]\nEpoch 0: |          | 10009/? [1:03:24<00:00,  2.63it/s]\nEpoch 0: |          | 10010/? [1:03:24<00:00,  2.63it/s]\nEpoch 0: |          | 10010/? [1:03:24<00:00,  2.63it/s]\nEpoch 0: |          | 10011/? [1:03:24<00:00,  2.63it/s]\nEpoch 0: |          | 10011/? [1:03:24<00:00,  2.63it/s]\nEpoch 0: |          | 10012/? [1:03:25<00:00,  2.63it/s]\nEpoch 0: |          | 10012/? [1:03:25<00:00,  2.63it/s]\nEpoch 0: |          | 10013/? [1:03:25<00:00,  2.63it/s]\nEpoch 0: |          | 10013/? [1:03:25<00:00,  2.63it/s]\nEpoch 0: |          | 10014/? [1:03:25<00:00,  2.63it/s]\nEpoch 0: |          | 10014/? [1:03:25<00:00,  2.63it/s]\nEpoch 0: |          | 10015/? [1:03:26<00:00,  2.63it/s]\nEpoch 0: |          | 10015/? [1:03:26<00:00,  2.63it/s]\nEpoch 0: |          | 10016/? [1:03:26<00:00,  2.63it/s]\nEpoch 0: |          | 10016/? [1:03:26<00:00,  2.63it/s]\nEpoch 0: |          | 10017/? [1:03:26<00:00,  2.63it/s]\nEpoch 0: |          | 10017/? [1:03:26<00:00,  2.63it/s]\nEpoch 0: |          | 10018/? [1:03:26<00:00,  2.63it/s]\nEpoch 0: |          | 10018/? [1:03:26<00:00,  2.63it/s]\nEpoch 0: |          | 10019/? [1:03:27<00:00,  2.63it/s]\nEpoch 0: |          | 10019/? [1:03:27<00:00,  2.63it/s]\nEpoch 0: |          | 10020/? [1:03:27<00:00,  2.63it/s]\nEpoch 0: |          | 10020/? [1:03:27<00:00,  2.63it/s]\nEpoch 0: |          | 10021/? [1:03:27<00:00,  2.63it/s]\nEpoch 0: |          | 10021/? [1:03:27<00:00,  2.63it/s]\nEpoch 0: |          | 10022/? [1:03:28<00:00,  2.63it/s]\nEpoch 0: |          | 10022/? [1:03:28<00:00,  2.63it/s]\nEpoch 0: |          | 10023/? [1:03:28<00:00,  2.63it/s]\nEpoch 0: |          | 10023/? [1:03:28<00:00,  2.63it/s]\nEpoch 0: |          | 10024/? [1:03:28<00:00,  2.63it/s]\nEpoch 0: |          | 10024/? [1:03:28<00:00,  2.63it/s]\nEpoch 0: |          | 10025/? [1:03:29<00:00,  2.63it/s]\nEpoch 0: |          | 10025/? [1:03:29<00:00,  2.63it/s]\nEpoch 0: |          | 10026/? [1:03:29<00:00,  2.63it/s]\nEpoch 0: |          | 10026/? [1:03:29<00:00,  2.63it/s]\nEpoch 0: |          | 10027/? [1:03:29<00:00,  2.63it/s]\nEpoch 0: |          | 10027/? [1:03:29<00:00,  2.63it/s]\nEpoch 0: |          | 10028/? [1:03:29<00:00,  2.63it/s]\nEpoch 0: |          | 10028/? [1:03:29<00:00,  2.63it/s]\nEpoch 0: |          | 10029/? [1:03:30<00:00,  2.63it/s]\nEpoch 0: |          | 10029/? [1:03:30<00:00,  2.63it/s]\nEpoch 0: |          | 10030/? [1:03:30<00:00,  2.63it/s]\nEpoch 0: |          | 10030/? [1:03:30<00:00,  2.63it/s]\nEpoch 0: |          | 10031/? [1:03:30<00:00,  2.63it/s]\nEpoch 0: |          | 10031/? [1:03:30<00:00,  2.63it/s]\nEpoch 0: |          | 10032/? [1:03:31<00:00,  2.63it/s]\nEpoch 0: |          | 10032/? [1:03:31<00:00,  2.63it/s]\nEpoch 0: |          | 10033/? [1:03:31<00:00,  2.63it/s]\nEpoch 0: |          | 10033/? [1:03:31<00:00,  2.63it/s]\nEpoch 0: |          | 10034/? [1:03:31<00:00,  2.63it/s]\nEpoch 0: |          | 10034/? [1:03:31<00:00,  2.63it/s]\nEpoch 0: |          | 10035/? [1:03:32<00:00,  2.63it/s]\nEpoch 0: |          | 10035/? [1:03:32<00:00,  2.63it/s]\nEpoch 0: |          | 10036/? [1:03:32<00:00,  2.63it/s]\nEpoch 0: |          | 10036/? [1:03:32<00:00,  2.63it/s]\nEpoch 0: |          | 10037/? [1:03:32<00:00,  2.63it/s]\nEpoch 0: |          | 10037/? [1:03:32<00:00,  2.63it/s]\nEpoch 0: |          | 10038/? [1:03:33<00:00,  2.63it/s]\nEpoch 0: |          | 10038/? [1:03:33<00:00,  2.63it/s]\nEpoch 0: |          | 10039/? [1:03:33<00:00,  2.63it/s]\nEpoch 0: |          | 10039/? [1:03:33<00:00,  2.63it/s]\nEpoch 0: |          | 10040/? [1:03:33<00:00,  2.63it/s]\nEpoch 0: |          | 10040/? [1:03:33<00:00,  2.63it/s]\nEpoch 0: |          | 10041/? [1:03:33<00:00,  2.63it/s]\nEpoch 0: |          | 10041/? [1:03:33<00:00,  2.63it/s]\nEpoch 0: |          | 10042/? [1:03:34<00:00,  2.63it/s]\nEpoch 0: |          | 10042/? [1:03:34<00:00,  2.63it/s]\nEpoch 0: |          | 10043/? [1:03:34<00:00,  2.63it/s]\nEpoch 0: |          | 10043/? [1:03:34<00:00,  2.63it/s]\nEpoch 0: |          | 10044/? [1:03:34<00:00,  2.63it/s]\nEpoch 0: |          | 10044/? [1:03:34<00:00,  2.63it/s]\nEpoch 0: |          | 10045/? [1:03:35<00:00,  2.63it/s]\nEpoch 0: |          | 10045/? [1:03:35<00:00,  2.63it/s]\nEpoch 0: |          | 10046/? [1:03:35<00:00,  2.63it/s]\nEpoch 0: |          | 10046/? [1:03:35<00:00,  2.63it/s]\nEpoch 0: |          | 10047/? [1:03:35<00:00,  2.63it/s]\nEpoch 0: |          | 10047/? [1:03:35<00:00,  2.63it/s]\nEpoch 0: |          | 10048/? [1:03:36<00:00,  2.63it/s]\nEpoch 0: |          | 10048/? [1:03:36<00:00,  2.63it/s]\nEpoch 0: |          | 10049/? [1:03:36<00:00,  2.63it/s]\nEpoch 0: |          | 10049/? [1:03:36<00:00,  2.63it/s]\nEpoch 0: |          | 10050/? [1:03:36<00:00,  2.63it/s]\nEpoch 0: |          | 10050/? [1:03:36<00:00,  2.63it/s]\nEpoch 0: |          | 10051/? [1:03:37<00:00,  2.63it/s]\nEpoch 0: |          | 10051/? [1:03:37<00:00,  2.63it/s]\nEpoch 0: |          | 10052/? [1:03:37<00:00,  2.63it/s]\nEpoch 0: |          | 10052/? [1:03:37<00:00,  2.63it/s]\nEpoch 0: |          | 10053/? [1:03:37<00:00,  2.63it/s]\nEpoch 0: |          | 10053/? [1:03:37<00:00,  2.63it/s]\nEpoch 0: |          | 10054/? [1:03:38<00:00,  2.63it/s]\nEpoch 0: |          | 10054/? [1:03:38<00:00,  2.63it/s]\nEpoch 0: |          | 10055/? [1:03:38<00:00,  2.63it/s]\nEpoch 0: |          | 10055/? [1:03:38<00:00,  2.63it/s]\nEpoch 0: |          | 10056/? [1:03:38<00:00,  2.63it/s]\nEpoch 0: |          | 10056/? [1:03:38<00:00,  2.63it/s]\nEpoch 0: |          | 10057/? [1:03:38<00:00,  2.63it/s]\nEpoch 0: |          | 10057/? [1:03:38<00:00,  2.63it/s]\nEpoch 0: |          | 10058/? [1:03:39<00:00,  2.63it/s]\nEpoch 0: |          | 10058/? [1:03:39<00:00,  2.63it/s]\nEpoch 0: |          | 10059/? [1:03:39<00:00,  2.63it/s]\nEpoch 0: |          | 10059/? [1:03:39<00:00,  2.63it/s]\nEpoch 0: |          | 10060/? [1:03:39<00:00,  2.63it/s]\nEpoch 0: |          | 10060/? [1:03:39<00:00,  2.63it/s]\nEpoch 0: |          | 10061/? [1:03:40<00:00,  2.63it/s]\nEpoch 0: |          | 10061/? [1:03:40<00:00,  2.63it/s]\nEpoch 0: |          | 10062/? [1:03:40<00:00,  2.63it/s]\nEpoch 0: |          | 10062/? [1:03:40<00:00,  2.63it/s]\nEpoch 0: |          | 10063/? [1:03:40<00:00,  2.63it/s]\nEpoch 0: |          | 10063/? [1:03:40<00:00,  2.63it/s]\nEpoch 0: |          | 10064/? [1:03:41<00:00,  2.63it/s]\nEpoch 0: |          | 10064/? [1:03:41<00:00,  2.63it/s]\nEpoch 0: |          | 10065/? [1:03:41<00:00,  2.63it/s]\nEpoch 0: |          | 10065/? [1:03:41<00:00,  2.63it/s]\nEpoch 0: |          | 10066/? [1:03:41<00:00,  2.63it/s]\nEpoch 0: |          | 10066/? [1:03:41<00:00,  2.63it/s]\nEpoch 0: |          | 10067/? [1:03:42<00:00,  2.63it/s]\nEpoch 0: |          | 10067/? [1:03:42<00:00,  2.63it/s]\nEpoch 0: |          | 10068/? [1:03:42<00:00,  2.63it/s]\nEpoch 0: |          | 10068/? [1:03:42<00:00,  2.63it/s]\nEpoch 0: |          | 10069/? [1:03:42<00:00,  2.63it/s]\nEpoch 0: |          | 10069/? [1:03:42<00:00,  2.63it/s]\nEpoch 0: |          | 10070/? [1:03:42<00:00,  2.63it/s]\nEpoch 0: |          | 10070/? [1:03:42<00:00,  2.63it/s]\nEpoch 0: |          | 10071/? [1:03:43<00:00,  2.63it/s]\nEpoch 0: |          | 10071/? [1:03:43<00:00,  2.63it/s]\nEpoch 0: |          | 10072/? [1:03:43<00:00,  2.63it/s]\nEpoch 0: |          | 10072/? [1:03:43<00:00,  2.63it/s]\nEpoch 0: |          | 10073/? [1:03:43<00:00,  2.63it/s]\nEpoch 0: |          | 10073/? [1:03:43<00:00,  2.63it/s]\nEpoch 0: |          | 10074/? [1:03:44<00:00,  2.63it/s]\nEpoch 0: |          | 10074/? [1:03:44<00:00,  2.63it/s]\nEpoch 0: |          | 10075/? [1:03:44<00:00,  2.63it/s]\nEpoch 0: |          | 10075/? [1:03:44<00:00,  2.63it/s]\nEpoch 0: |          | 10076/? [1:03:44<00:00,  2.63it/s]\nEpoch 0: |          | 10076/? [1:03:44<00:00,  2.63it/s]\nEpoch 0: |          | 10077/? [1:03:45<00:00,  2.63it/s]\nEpoch 0: |          | 10077/? [1:03:45<00:00,  2.63it/s]\nEpoch 0: |          | 10078/? [1:03:45<00:00,  2.63it/s]\nEpoch 0: |          | 10078/? [1:03:45<00:00,  2.63it/s]\nEpoch 0: |          | 10079/? [1:03:45<00:00,  2.63it/s]\nEpoch 0: |          | 10079/? [1:03:45<00:00,  2.63it/s]\nEpoch 0: |          | 10080/? [1:03:45<00:00,  2.63it/s]\nEpoch 0: |          | 10080/? [1:03:45<00:00,  2.63it/s]\nEpoch 0: |          | 10081/? [1:03:46<00:00,  2.63it/s]\nEpoch 0: |          | 10081/? [1:03:46<00:00,  2.63it/s]\nEpoch 0: |          | 10082/? [1:03:46<00:00,  2.63it/s]\nEpoch 0: |          | 10082/? [1:03:46<00:00,  2.63it/s]\nEpoch 0: |          | 10083/? [1:03:46<00:00,  2.63it/s]\nEpoch 0: |          | 10083/? [1:03:46<00:00,  2.63it/s]\nEpoch 0: |          | 10084/? [1:03:47<00:00,  2.63it/s]\nEpoch 0: |          | 10084/? [1:03:47<00:00,  2.63it/s]\nEpoch 0: |          | 10085/? [1:03:47<00:00,  2.63it/s]\nEpoch 0: |          | 10085/? [1:03:47<00:00,  2.63it/s]\nEpoch 0: |          | 10086/? [1:03:47<00:00,  2.63it/s]\nEpoch 0: |          | 10086/? [1:03:47<00:00,  2.63it/s]\nEpoch 0: |          | 10087/? [1:03:48<00:00,  2.63it/s]\nEpoch 0: |          | 10087/? [1:03:48<00:00,  2.63it/s]\nEpoch 0: |          | 10088/? [1:03:48<00:00,  2.64it/s]\nEpoch 0: |          | 10088/? [1:03:48<00:00,  2.64it/s]\nEpoch 0: |          | 10089/? [1:03:48<00:00,  2.64it/s]\nEpoch 0: |          | 10089/? [1:03:48<00:00,  2.64it/s]\nEpoch 0: |          | 10090/? [1:03:49<00:00,  2.64it/s]\nEpoch 0: |          | 10090/? [1:03:49<00:00,  2.64it/s]\nEpoch 0: |          | 10091/? [1:03:49<00:00,  2.64it/s]\nEpoch 0: |          | 10091/? [1:03:49<00:00,  2.64it/s]\nEpoch 0: |          | 10092/? [1:03:49<00:00,  2.64it/s]\nEpoch 0: |          | 10092/? [1:03:49<00:00,  2.64it/s]\nEpoch 0: |          | 10093/? [1:03:49<00:00,  2.64it/s]\nEpoch 0: |          | 10093/? [1:03:49<00:00,  2.64it/s]\nEpoch 0: |          | 10094/? [1:03:50<00:00,  2.64it/s]\nEpoch 0: |          | 10094/? [1:03:50<00:00,  2.64it/s]\nEpoch 0: |          | 10095/? [1:03:50<00:00,  2.64it/s]\nEpoch 0: |          | 10095/? [1:03:50<00:00,  2.64it/s]\nEpoch 0: |          | 10096/? [1:03:50<00:00,  2.64it/s]\nEpoch 0: |          | 10096/? [1:03:50<00:00,  2.64it/s]\nEpoch 0: |          | 10097/? [1:03:51<00:00,  2.64it/s]\nEpoch 0: |          | 10097/? [1:03:51<00:00,  2.64it/s]\nEpoch 0: |          | 10098/? [1:03:51<00:00,  2.64it/s]\nEpoch 0: |          | 10098/? [1:03:51<00:00,  2.64it/s]\nEpoch 0: |          | 10099/? [1:03:51<00:00,  2.64it/s]\nEpoch 0: |          | 10099/? [1:03:51<00:00,  2.64it/s]\nEpoch 0: |          | 10100/? [1:03:52<00:00,  2.64it/s]\nEpoch 0: |          | 10100/? [1:03:52<00:00,  2.64it/s]\nEpoch 0: |          | 10101/? [1:03:52<00:00,  2.64it/s]\nEpoch 0: |          | 10101/? [1:03:52<00:00,  2.64it/s]\nEpoch 0: |          | 10102/? [1:03:52<00:00,  2.64it/s]\nEpoch 0: |          | 10102/? [1:03:52<00:00,  2.64it/s]\nEpoch 0: |          | 10103/? [1:03:53<00:00,  2.64it/s]\nEpoch 0: |          | 10103/? [1:03:53<00:00,  2.64it/s]\nEpoch 0: |          | 10104/? [1:03:53<00:00,  2.64it/s]\nEpoch 0: |          | 10104/? [1:03:53<00:00,  2.64it/s]\nEpoch 0: |          | 10105/? [1:03:53<00:00,  2.64it/s]\nEpoch 0: |          | 10105/? [1:03:53<00:00,  2.64it/s]\nEpoch 0: |          | 10106/? [1:03:54<00:00,  2.64it/s]\nEpoch 0: |          | 10106/? [1:03:54<00:00,  2.64it/s]\nEpoch 0: |          | 10107/? [1:03:54<00:00,  2.64it/s]\nEpoch 0: |          | 10107/? [1:03:54<00:00,  2.64it/s]\nEpoch 0: |          | 10108/? [1:03:54<00:00,  2.64it/s]\nEpoch 0: |          | 10108/? [1:03:54<00:00,  2.64it/s]\nEpoch 0: |          | 10109/? [1:03:54<00:00,  2.64it/s]\nEpoch 0: |          | 10109/? [1:03:54<00:00,  2.64it/s]\nEpoch 0: |          | 10110/? [1:03:55<00:00,  2.64it/s]\nEpoch 0: |          | 10110/? [1:03:55<00:00,  2.64it/s]\nEpoch 0: |          | 10111/? [1:03:55<00:00,  2.64it/s]\nEpoch 0: |          | 10111/? [1:03:55<00:00,  2.64it/s]\nEpoch 0: |          | 10112/? [1:03:55<00:00,  2.64it/s]\nEpoch 0: |          | 10112/? [1:03:55<00:00,  2.64it/s]\nEpoch 0: |          | 10113/? [1:03:56<00:00,  2.64it/s]\nEpoch 0: |          | 10113/? [1:03:56<00:00,  2.64it/s]\nEpoch 0: |          | 10114/? [1:03:56<00:00,  2.64it/s]\nEpoch 0: |          | 10114/? [1:03:56<00:00,  2.64it/s]\nEpoch 0: |          | 10115/? [1:03:56<00:00,  2.64it/s]\nEpoch 0: |          | 10115/? [1:03:56<00:00,  2.64it/s]\nEpoch 0: |          | 10116/? [1:03:57<00:00,  2.64it/s]\nEpoch 0: |          | 10116/? [1:03:57<00:00,  2.64it/s]\nEpoch 0: |          | 10117/? [1:03:57<00:00,  2.64it/s]\nEpoch 0: |          | 10117/? [1:03:57<00:00,  2.64it/s]\nEpoch 0: |          | 10118/? [1:03:57<00:00,  2.64it/s]\nEpoch 0: |          | 10118/? [1:03:57<00:00,  2.64it/s]\nEpoch 0: |          | 10119/? [1:03:58<00:00,  2.64it/s]\nEpoch 0: |          | 10119/? [1:03:58<00:00,  2.64it/s]\nEpoch 0: |          | 10120/? [1:03:58<00:00,  2.64it/s]\nEpoch 0: |          | 10120/? [1:03:58<00:00,  2.64it/s]\nEpoch 0: |          | 10121/? [1:03:58<00:00,  2.64it/s]\nEpoch 0: |          | 10121/? [1:03:58<00:00,  2.64it/s]\nEpoch 0: |          | 10122/? [1:03:58<00:00,  2.64it/s]\nEpoch 0: |          | 10122/? [1:03:58<00:00,  2.64it/s]\nEpoch 0: |          | 10123/? [1:03:59<00:00,  2.64it/s]\nEpoch 0: |          | 10123/? [1:03:59<00:00,  2.64it/s]\nEpoch 0: |          | 10124/? [1:03:59<00:00,  2.64it/s]\nEpoch 0: |          | 10124/? [1:03:59<00:00,  2.64it/s]\nEpoch 0: |          | 10125/? [1:03:59<00:00,  2.64it/s]\nEpoch 0: |          | 10125/? [1:03:59<00:00,  2.64it/s]\nEpoch 0: |          | 10126/? [1:04:00<00:00,  2.64it/s]\nEpoch 0: |          | 10126/? [1:04:00<00:00,  2.64it/s]\nEpoch 0: |          | 10127/? [1:04:00<00:00,  2.64it/s]\nEpoch 0: |          | 10127/? [1:04:00<00:00,  2.64it/s]\nEpoch 0: |          | 10128/? [1:04:00<00:00,  2.64it/s]\nEpoch 0: |          | 10128/? [1:04:00<00:00,  2.64it/s]\nEpoch 0: |          | 10129/? [1:04:01<00:00,  2.64it/s]\nEpoch 0: |          | 10129/? [1:04:01<00:00,  2.64it/s]\nEpoch 0: |          | 10130/? [1:04:01<00:00,  2.64it/s]\nEpoch 0: |          | 10130/? [1:04:01<00:00,  2.64it/s]\nEpoch 0: |          | 10131/? [1:04:01<00:00,  2.64it/s]\nEpoch 0: |          | 10131/? [1:04:01<00:00,  2.64it/s]\nEpoch 0: |          | 10132/? [1:04:01<00:00,  2.64it/s]\nEpoch 0: |          | 10132/? [1:04:01<00:00,  2.64it/s]\nEpoch 0: |          | 10133/? [1:04:02<00:00,  2.64it/s]\nEpoch 0: |          | 10133/? [1:04:02<00:00,  2.64it/s]\nEpoch 0: |          | 10134/? [1:04:02<00:00,  2.64it/s]\nEpoch 0: |          | 10134/? [1:04:02<00:00,  2.64it/s]\nEpoch 0: |          | 10135/? [1:04:02<00:00,  2.64it/s]\nEpoch 0: |          | 10135/? [1:04:02<00:00,  2.64it/s]\nEpoch 0: |          | 10136/? [1:04:03<00:00,  2.64it/s]\nEpoch 0: |          | 10136/? [1:04:03<00:00,  2.64it/s]\nEpoch 0: |          | 10137/? [1:04:03<00:00,  2.64it/s]\nEpoch 0: |          | 10137/? [1:04:03<00:00,  2.64it/s]\nEpoch 0: |          | 10138/? [1:04:03<00:00,  2.64it/s]\nEpoch 0: |          | 10138/? [1:04:03<00:00,  2.64it/s]\nEpoch 0: |          | 10139/? [1:04:04<00:00,  2.64it/s]\nEpoch 0: |          | 10139/? [1:04:04<00:00,  2.64it/s]\nEpoch 0: |          | 10140/? [1:04:04<00:00,  2.64it/s]\nEpoch 0: |          | 10140/? [1:04:04<00:00,  2.64it/s]\nEpoch 0: |          | 10141/? [1:04:04<00:00,  2.64it/s]\nEpoch 0: |          | 10141/? [1:04:04<00:00,  2.64it/s]\nEpoch 0: |          | 10142/? [1:04:05<00:00,  2.64it/s]\nEpoch 0: |          | 10142/? [1:04:05<00:00,  2.64it/s]\nEpoch 0: |          | 10143/? [1:04:05<00:00,  2.64it/s]\nEpoch 0: |          | 10143/? [1:04:05<00:00,  2.64it/s]\nEpoch 0: |          | 10144/? [1:04:05<00:00,  2.64it/s]\nEpoch 0: |          | 10144/? [1:04:05<00:00,  2.64it/s]\nEpoch 0: |          | 10145/? [1:04:05<00:00,  2.64it/s]\nEpoch 0: |          | 10145/? [1:04:05<00:00,  2.64it/s]\nEpoch 0: |          | 10146/? [1:04:06<00:00,  2.64it/s]\nEpoch 0: |          | 10146/? [1:04:06<00:00,  2.64it/s]\nEpoch 0: |          | 10147/? [1:04:06<00:00,  2.64it/s]\nEpoch 0: |          | 10147/? [1:04:06<00:00,  2.64it/s]\nEpoch 0: |          | 10148/? [1:04:06<00:00,  2.64it/s]\nEpoch 0: |          | 10148/? [1:04:06<00:00,  2.64it/s]\nEpoch 0: |          | 10149/? [1:04:07<00:00,  2.64it/s]\nEpoch 0: |          | 10149/? [1:04:07<00:00,  2.64it/s]\nEpoch 0: |          | 10150/? [1:04:07<00:00,  2.64it/s]\nEpoch 0: |          | 10150/? [1:04:07<00:00,  2.64it/s]\nEpoch 0: |          | 10151/? [1:04:07<00:00,  2.64it/s]\nEpoch 0: |          | 10151/? [1:04:07<00:00,  2.64it/s]\nEpoch 0: |          | 10152/? [1:04:08<00:00,  2.64it/s]\nEpoch 0: |          | 10152/? [1:04:08<00:00,  2.64it/s]\nEpoch 0: |          | 10153/? [1:04:08<00:00,  2.64it/s]\nEpoch 0: |          | 10153/? [1:04:08<00:00,  2.64it/s]\nEpoch 0: |          | 10154/? [1:04:08<00:00,  2.64it/s]\nEpoch 0: |          | 10154/? [1:04:08<00:00,  2.64it/s]\nEpoch 0: |          | 10155/? [1:04:09<00:00,  2.64it/s]\nEpoch 0: |          | 10155/? [1:04:09<00:00,  2.64it/s]\nEpoch 0: |          | 10156/? [1:04:09<00:00,  2.64it/s]\nEpoch 0: |          | 10156/? [1:04:09<00:00,  2.64it/s]\nEpoch 0: |          | 10157/? [1:04:09<00:00,  2.64it/s]\nEpoch 0: |          | 10157/? [1:04:09<00:00,  2.64it/s]\nEpoch 0: |          | 10158/? [1:04:10<00:00,  2.64it/s]\nEpoch 0: |          | 10158/? [1:04:10<00:00,  2.64it/s]\nEpoch 0: |          | 10159/? [1:04:10<00:00,  2.64it/s]\nEpoch 0: |          | 10159/? [1:04:10<00:00,  2.64it/s]\nEpoch 0: |          | 10160/? [1:04:10<00:00,  2.64it/s]\nEpoch 0: |          | 10160/? [1:04:10<00:00,  2.64it/s]\nEpoch 0: |          | 10161/? [1:04:10<00:00,  2.64it/s]\nEpoch 0: |          | 10161/? [1:04:10<00:00,  2.64it/s]\nEpoch 0: |          | 10162/? [1:04:11<00:00,  2.64it/s]\nEpoch 0: |          | 10162/? [1:04:11<00:00,  2.64it/s]\nEpoch 0: |          | 10163/? [1:04:11<00:00,  2.64it/s]\nEpoch 0: |          | 10163/? [1:04:11<00:00,  2.64it/s]\nEpoch 0: |          | 10164/? [1:04:11<00:00,  2.64it/s]\nEpoch 0: |          | 10164/? [1:04:11<00:00,  2.64it/s]\nEpoch 0: |          | 10165/? [1:04:12<00:00,  2.64it/s]\nEpoch 0: |          | 10165/? [1:04:12<00:00,  2.64it/s]\nEpoch 0: |          | 10166/? [1:04:12<00:00,  2.64it/s]\nEpoch 0: |          | 10166/? [1:04:12<00:00,  2.64it/s]\nEpoch 0: |          | 10167/? [1:04:12<00:00,  2.64it/s]\nEpoch 0: |          | 10167/? [1:04:12<00:00,  2.64it/s]\nEpoch 0: |          | 10168/? [1:04:13<00:00,  2.64it/s]\nEpoch 0: |          | 10168/? [1:04:13<00:00,  2.64it/s]\nEpoch 0: |          | 10169/? [1:04:13<00:00,  2.64it/s]\nEpoch 0: |          | 10169/? [1:04:13<00:00,  2.64it/s]\nEpoch 0: |          | 10170/? [1:04:13<00:00,  2.64it/s]\nEpoch 0: |          | 10170/? [1:04:13<00:00,  2.64it/s]\nEpoch 0: |          | 10171/? [1:04:14<00:00,  2.64it/s]\nEpoch 0: |          | 10171/? [1:04:14<00:00,  2.64it/s]\nEpoch 0: |          | 10172/? [1:04:14<00:00,  2.64it/s]\nEpoch 0: |          | 10172/? [1:04:14<00:00,  2.64it/s]\nEpoch 0: |          | 10173/? [1:04:14<00:00,  2.64it/s]\nEpoch 0: |          | 10173/? [1:04:14<00:00,  2.64it/s]\nEpoch 0: |          | 10174/? [1:04:15<00:00,  2.64it/s]\nEpoch 0: |          | 10174/? [1:04:15<00:00,  2.64it/s]\nEpoch 0: |          | 10175/? [1:04:15<00:00,  2.64it/s]\nEpoch 0: |          | 10175/? [1:04:15<00:00,  2.64it/s]\nEpoch 0: |          | 10176/? [1:04:15<00:00,  2.64it/s]\nEpoch 0: |          | 10176/? [1:04:15<00:00,  2.64it/s]\nEpoch 0: |          | 10177/? [1:04:15<00:00,  2.64it/s]\nEpoch 0: |          | 10177/? [1:04:15<00:00,  2.64it/s]\nEpoch 0: |          | 10178/? [1:04:16<00:00,  2.64it/s]\nEpoch 0: |          | 10178/? [1:04:16<00:00,  2.64it/s]\nEpoch 0: |          | 10179/? [1:04:16<00:00,  2.64it/s]\nEpoch 0: |          | 10179/? [1:04:16<00:00,  2.64it/s]\nEpoch 0: |          | 10180/? [1:04:16<00:00,  2.64it/s]\nEpoch 0: |          | 10180/? [1:04:16<00:00,  2.64it/s]\nEpoch 0: |          | 10181/? [1:04:17<00:00,  2.64it/s]\nEpoch 0: |          | 10181/? [1:04:17<00:00,  2.64it/s]\nEpoch 0: |          | 10182/? [1:04:17<00:00,  2.64it/s]\nEpoch 0: |          | 10182/? [1:04:17<00:00,  2.64it/s]\nEpoch 0: |          | 10183/? [1:04:17<00:00,  2.64it/s]\nEpoch 0: |          | 10183/? [1:04:17<00:00,  2.64it/s]\nEpoch 0: |          | 10184/? [1:04:18<00:00,  2.64it/s]\nEpoch 0: |          | 10184/? [1:04:18<00:00,  2.64it/s]\nEpoch 0: |          | 10185/? [1:04:18<00:00,  2.64it/s]\nEpoch 0: |          | 10185/? [1:04:18<00:00,  2.64it/s]\nEpoch 0: |          | 10186/? [1:04:18<00:00,  2.64it/s]\nEpoch 0: |          | 10186/? [1:04:18<00:00,  2.64it/s]\nEpoch 0: |          | 10187/? [1:04:18<00:00,  2.64it/s]\nEpoch 0: |          | 10187/? [1:04:18<00:00,  2.64it/s]\nEpoch 0: |          | 10188/? [1:04:19<00:00,  2.64it/s]\nEpoch 0: |          | 10188/? [1:04:19<00:00,  2.64it/s]\nEpoch 0: |          | 10189/? [1:04:19<00:00,  2.64it/s]\nEpoch 0: |          | 10189/? [1:04:19<00:00,  2.64it/s]\nEpoch 0: |          | 10190/? [1:04:19<00:00,  2.64it/s]\nEpoch 0: |          | 10190/? [1:04:19<00:00,  2.64it/s]\nEpoch 0: |          | 10191/? [1:04:20<00:00,  2.64it/s]\nEpoch 0: |          | 10191/? [1:04:20<00:00,  2.64it/s]\nEpoch 0: |          | 10192/? [1:04:20<00:00,  2.64it/s]\nEpoch 0: |          | 10192/? [1:04:20<00:00,  2.64it/s]\nEpoch 0: |          | 10193/? [1:04:20<00:00,  2.64it/s]\nEpoch 0: |          | 10193/? [1:04:20<00:00,  2.64it/s]\nEpoch 0: |          | 10194/? [1:04:21<00:00,  2.64it/s]\nEpoch 0: |          | 10194/? [1:04:21<00:00,  2.64it/s]\nEpoch 0: |          | 10195/? [1:04:21<00:00,  2.64it/s]\nEpoch 0: |          | 10195/? [1:04:21<00:00,  2.64it/s]\nEpoch 0: |          | 10196/? [1:04:21<00:00,  2.64it/s]\nEpoch 0: |          | 10196/? [1:04:21<00:00,  2.64it/s]\nEpoch 0: |          | 10197/? [1:04:21<00:00,  2.64it/s]\nEpoch 0: |          | 10197/? [1:04:21<00:00,  2.64it/s]\nEpoch 0: |          | 10198/? [1:04:22<00:00,  2.64it/s]\nEpoch 0: |          | 10198/? [1:04:22<00:00,  2.64it/s]\nEpoch 0: |          | 10199/? [1:04:22<00:00,  2.64it/s]\nEpoch 0: |          | 10199/? [1:04:22<00:00,  2.64it/s]\nEpoch 0: |          | 10200/? [1:04:22<00:00,  2.64it/s]\nEpoch 0: |          | 10200/? [1:04:22<00:00,  2.64it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 17.26it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.96it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.91it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.46it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 10200/? [1:04:23<00:00,  2.64it/s]\nEpoch 0: |          | 10201/? [1:04:23<00:00,  2.64it/s]\nEpoch 0: |          | 10201/? [1:04:23<00:00,  2.64it/s]\nEpoch 0: |          | 10202/? [1:04:23<00:00,  2.64it/s]\nEpoch 0: |          | 10202/? [1:04:23<00:00,  2.64it/s]\nEpoch 0: |          | 10203/? [1:04:24<00:00,  2.64it/s]\nEpoch 0: |          | 10203/? [1:04:24<00:00,  2.64it/s]\nEpoch 0: |          | 10204/? [1:04:24<00:00,  2.64it/s]\nEpoch 0: |          | 10204/? [1:04:24<00:00,  2.64it/s]\nEpoch 0: |          | 10205/? [1:04:24<00:00,  2.64it/s]\nEpoch 0: |          | 10205/? [1:04:24<00:00,  2.64it/s]\nEpoch 0: |          | 10206/? [1:04:25<00:00,  2.64it/s]\nEpoch 0: |          | 10206/? [1:04:25<00:00,  2.64it/s]\nEpoch 0: |          | 10207/? [1:04:25<00:00,  2.64it/s]\nEpoch 0: |          | 10207/? [1:04:25<00:00,  2.64it/s]\nEpoch 0: |          | 10208/? [1:04:25<00:00,  2.64it/s]\nEpoch 0: |          | 10208/? [1:04:25<00:00,  2.64it/s]\nEpoch 0: |          | 10209/? [1:04:26<00:00,  2.64it/s]\nEpoch 0: |          | 10209/? [1:04:26<00:00,  2.64it/s]\nEpoch 0: |          | 10210/? [1:04:26<00:00,  2.64it/s]\nEpoch 0: |          | 10210/? [1:04:26<00:00,  2.64it/s]\nEpoch 0: |          | 10211/? [1:04:26<00:00,  2.64it/s]\nEpoch 0: |          | 10211/? [1:04:26<00:00,  2.64it/s]\nEpoch 0: |          | 10212/? [1:04:26<00:00,  2.64it/s]\nEpoch 0: |          | 10212/? [1:04:26<00:00,  2.64it/s]\nEpoch 0: |          | 10213/? [1:04:27<00:00,  2.64it/s]\nEpoch 0: |          | 10213/? [1:04:27<00:00,  2.64it/s]\nEpoch 0: |          | 10214/? [1:04:27<00:00,  2.64it/s]\nEpoch 0: |          | 10214/? [1:04:27<00:00,  2.64it/s]\nEpoch 0: |          | 10215/? [1:04:27<00:00,  2.64it/s]\nEpoch 0: |          | 10215/? [1:04:27<00:00,  2.64it/s]\nEpoch 0: |          | 10216/? [1:04:28<00:00,  2.64it/s]\nEpoch 0: |          | 10216/? [1:04:28<00:00,  2.64it/s]\nEpoch 0: |          | 10217/? [1:04:28<00:00,  2.64it/s]\nEpoch 0: |          | 10217/? [1:04:28<00:00,  2.64it/s]\nEpoch 0: |          | 10218/? [1:04:28<00:00,  2.64it/s]\nEpoch 0: |          | 10218/? [1:04:28<00:00,  2.64it/s]\nEpoch 0: |          | 10219/? [1:04:29<00:00,  2.64it/s]\nEpoch 0: |          | 10219/? [1:04:29<00:00,  2.64it/s]\nEpoch 0: |          | 10220/? [1:04:29<00:00,  2.64it/s]\nEpoch 0: |          | 10220/? [1:04:29<00:00,  2.64it/s]\nEpoch 0: |          | 10221/? [1:04:29<00:00,  2.64it/s]\nEpoch 0: |          | 10221/? [1:04:29<00:00,  2.64it/s]\nEpoch 0: |          | 10222/? [1:04:29<00:00,  2.64it/s]\nEpoch 0: |          | 10222/? [1:04:29<00:00,  2.64it/s]\nEpoch 0: |          | 10223/? [1:04:30<00:00,  2.64it/s]\nEpoch 0: |          | 10223/? [1:04:30<00:00,  2.64it/s]\nEpoch 0: |          | 10224/? [1:04:30<00:00,  2.64it/s]\nEpoch 0: |          | 10224/? [1:04:30<00:00,  2.64it/s]\nEpoch 0: |          | 10225/? [1:04:30<00:00,  2.64it/s]\nEpoch 0: |          | 10225/? [1:04:30<00:00,  2.64it/s]\nEpoch 0: |          | 10226/? [1:04:31<00:00,  2.64it/s]\nEpoch 0: |          | 10226/? [1:04:31<00:00,  2.64it/s]\nEpoch 0: |          | 10227/? [1:04:31<00:00,  2.64it/s]\nEpoch 0: |          | 10227/? [1:04:31<00:00,  2.64it/s]\nEpoch 0: |          | 10228/? [1:04:31<00:00,  2.64it/s]\nEpoch 0: |          | 10228/? [1:04:31<00:00,  2.64it/s]\nEpoch 0: |          | 10229/? [1:04:32<00:00,  2.64it/s]\nEpoch 0: |          | 10229/? [1:04:32<00:00,  2.64it/s]\nEpoch 0: |          | 10230/? [1:04:32<00:00,  2.64it/s]\nEpoch 0: |          | 10230/? [1:04:32<00:00,  2.64it/s]\nEpoch 0: |          | 10231/? [1:04:32<00:00,  2.64it/s]\nEpoch 0: |          | 10231/? [1:04:32<00:00,  2.64it/s]\nEpoch 0: |          | 10232/? [1:04:33<00:00,  2.64it/s]\nEpoch 0: |          | 10232/? [1:04:33<00:00,  2.64it/s]\nEpoch 0: |          | 10233/? [1:04:33<00:00,  2.64it/s]\nEpoch 0: |          | 10233/? [1:04:33<00:00,  2.64it/s]\nEpoch 0: |          | 10234/? [1:04:33<00:00,  2.64it/s]\nEpoch 0: |          | 10234/? [1:04:33<00:00,  2.64it/s]\nEpoch 0: |          | 10235/? [1:04:33<00:00,  2.64it/s]\nEpoch 0: |          | 10235/? [1:04:33<00:00,  2.64it/s]\nEpoch 0: |          | 10236/? [1:04:34<00:00,  2.64it/s]\nEpoch 0: |          | 10236/? [1:04:34<00:00,  2.64it/s]\nEpoch 0: |          | 10237/? [1:04:34<00:00,  2.64it/s]\nEpoch 0: |          | 10237/? [1:04:34<00:00,  2.64it/s]\nEpoch 0: |          | 10238/? [1:04:34<00:00,  2.64it/s]\nEpoch 0: |          | 10238/? [1:04:34<00:00,  2.64it/s]\nEpoch 0: |          | 10239/? [1:04:35<00:00,  2.64it/s]\nEpoch 0: |          | 10239/? [1:04:35<00:00,  2.64it/s]\nEpoch 0: |          | 10240/? [1:04:35<00:00,  2.64it/s]\nEpoch 0: |          | 10240/? [1:04:35<00:00,  2.64it/s]\nEpoch 0: |          | 10241/? [1:04:35<00:00,  2.64it/s]\nEpoch 0: |          | 10241/? [1:04:35<00:00,  2.64it/s]\nEpoch 0: |          | 10242/? [1:04:36<00:00,  2.64it/s]\nEpoch 0: |          | 10242/? [1:04:36<00:00,  2.64it/s]\nEpoch 0: |          | 10243/? [1:04:36<00:00,  2.64it/s]\nEpoch 0: |          | 10243/? [1:04:36<00:00,  2.64it/s]\nEpoch 0: |          | 10244/? [1:04:36<00:00,  2.64it/s]\nEpoch 0: |          | 10244/? [1:04:36<00:00,  2.64it/s]\nEpoch 0: |          | 10245/? [1:04:36<00:00,  2.64it/s]\nEpoch 0: |          | 10245/? [1:04:36<00:00,  2.64it/s]\nEpoch 0: |          | 10246/? [1:04:37<00:00,  2.64it/s]\nEpoch 0: |          | 10246/? [1:04:37<00:00,  2.64it/s]\nEpoch 0: |          | 10247/? [1:04:37<00:00,  2.64it/s]\nEpoch 0: |          | 10247/? [1:04:37<00:00,  2.64it/s]\nEpoch 0: |          | 10248/? [1:04:37<00:00,  2.64it/s]\nEpoch 0: |          | 10248/? [1:04:37<00:00,  2.64it/s]\nEpoch 0: |          | 10249/? [1:04:38<00:00,  2.64it/s]\nEpoch 0: |          | 10249/? [1:04:38<00:00,  2.64it/s]\nEpoch 0: |          | 10250/? [1:04:38<00:00,  2.64it/s]\nEpoch 0: |          | 10250/? [1:04:38<00:00,  2.64it/s]\nEpoch 0: |          | 10251/? [1:04:38<00:00,  2.64it/s]\nEpoch 0: |          | 10251/? [1:04:38<00:00,  2.64it/s]\nEpoch 0: |          | 10252/? [1:04:39<00:00,  2.64it/s]\nEpoch 0: |          | 10252/? [1:04:39<00:00,  2.64it/s]\nEpoch 0: |          | 10253/? [1:04:39<00:00,  2.64it/s]\nEpoch 0: |          | 10253/? [1:04:39<00:00,  2.64it/s]\nEpoch 0: |          | 10254/? [1:04:39<00:00,  2.64it/s]\nEpoch 0: |          | 10254/? [1:04:39<00:00,  2.64it/s]\nEpoch 0: |          | 10255/? [1:04:40<00:00,  2.64it/s]\nEpoch 0: |          | 10255/? [1:04:40<00:00,  2.64it/s]\nEpoch 0: |          | 10256/? [1:04:40<00:00,  2.64it/s]\nEpoch 0: |          | 10256/? [1:04:40<00:00,  2.64it/s]\nEpoch 0: |          | 10257/? [1:04:40<00:00,  2.64it/s]\nEpoch 0: |          | 10257/? [1:04:40<00:00,  2.64it/s]\nEpoch 0: |          | 10258/? [1:04:40<00:00,  2.64it/s]\nEpoch 0: |          | 10258/? [1:04:40<00:00,  2.64it/s]\nEpoch 0: |          | 10259/? [1:04:41<00:00,  2.64it/s]\nEpoch 0: |          | 10259/? [1:04:41<00:00,  2.64it/s]\nEpoch 0: |          | 10260/? [1:04:41<00:00,  2.64it/s]\nEpoch 0: |          | 10260/? [1:04:41<00:00,  2.64it/s]\nEpoch 0: |          | 10261/? [1:04:41<00:00,  2.64it/s]\nEpoch 0: |          | 10261/? [1:04:41<00:00,  2.64it/s]\nEpoch 0: |          | 10262/? [1:04:42<00:00,  2.64it/s]\nEpoch 0: |          | 10262/? [1:04:42<00:00,  2.64it/s]\nEpoch 0: |          | 10263/? [1:04:42<00:00,  2.64it/s]\nEpoch 0: |          | 10263/? [1:04:42<00:00,  2.64it/s]\nEpoch 0: |          | 10264/? [1:04:42<00:00,  2.64it/s]\nEpoch 0: |          | 10264/? [1:04:42<00:00,  2.64it/s]\nEpoch 0: |          | 10265/? [1:04:43<00:00,  2.64it/s]\nEpoch 0: |          | 10265/? [1:04:43<00:00,  2.64it/s]\nEpoch 0: |          | 10266/? [1:04:43<00:00,  2.64it/s]\nEpoch 0: |          | 10266/? [1:04:43<00:00,  2.64it/s]\nEpoch 0: |          | 10267/? [1:04:43<00:00,  2.64it/s]\nEpoch 0: |          | 10267/? [1:04:43<00:00,  2.64it/s]\nEpoch 0: |          | 10268/? [1:04:44<00:00,  2.64it/s]\nEpoch 0: |          | 10268/? [1:04:44<00:00,  2.64it/s]\nEpoch 0: |          | 10269/? [1:04:44<00:00,  2.64it/s]\nEpoch 0: |          | 10269/? [1:04:44<00:00,  2.64it/s]\nEpoch 0: |          | 10270/? [1:04:44<00:00,  2.64it/s]\nEpoch 0: |          | 10270/? [1:04:44<00:00,  2.64it/s]\nEpoch 0: |          | 10271/? [1:04:45<00:00,  2.64it/s]\nEpoch 0: |          | 10271/? [1:04:45<00:00,  2.64it/s]\nEpoch 0: |          | 10272/? [1:04:45<00:00,  2.64it/s]\nEpoch 0: |          | 10272/? [1:04:45<00:00,  2.64it/s]\nEpoch 0: |          | 10273/? [1:04:45<00:00,  2.64it/s]\nEpoch 0: |          | 10273/? [1:04:45<00:00,  2.64it/s]\nEpoch 0: |          | 10274/? [1:04:45<00:00,  2.64it/s]\nEpoch 0: |          | 10274/? [1:04:45<00:00,  2.64it/s]\nEpoch 0: |          | 10275/? [1:04:46<00:00,  2.64it/s]\nEpoch 0: |          | 10275/? [1:04:46<00:00,  2.64it/s]\nEpoch 0: |          | 10276/? [1:04:46<00:00,  2.64it/s]\nEpoch 0: |          | 10276/? [1:04:46<00:00,  2.64it/s]\nEpoch 0: |          | 10277/? [1:04:46<00:00,  2.64it/s]\nEpoch 0: |          | 10277/? [1:04:46<00:00,  2.64it/s]\nEpoch 0: |          | 10278/? [1:04:47<00:00,  2.64it/s]\nEpoch 0: |          | 10278/? [1:04:47<00:00,  2.64it/s]\nEpoch 0: |          | 10279/? [1:04:47<00:00,  2.64it/s]\nEpoch 0: |          | 10279/? [1:04:47<00:00,  2.64it/s]\nEpoch 0: |          | 10280/? [1:04:47<00:00,  2.64it/s]\nEpoch 0: |          | 10280/? [1:04:47<00:00,  2.64it/s]\nEpoch 0: |          | 10281/? [1:04:48<00:00,  2.64it/s]\nEpoch 0: |          | 10281/? [1:04:48<00:00,  2.64it/s]\nEpoch 0: |          | 10282/? [1:04:48<00:00,  2.64it/s]\nEpoch 0: |          | 10282/? [1:04:48<00:00,  2.64it/s]\nEpoch 0: |          | 10283/? [1:04:48<00:00,  2.64it/s]\nEpoch 0: |          | 10283/? [1:04:48<00:00,  2.64it/s]\nEpoch 0: |          | 10284/? [1:04:49<00:00,  2.64it/s]\nEpoch 0: |          | 10284/? [1:04:49<00:00,  2.64it/s]\nEpoch 0: |          | 10285/? [1:04:49<00:00,  2.64it/s]\nEpoch 0: |          | 10285/? [1:04:49<00:00,  2.64it/s]\nEpoch 0: |          | 10286/? [1:04:49<00:00,  2.64it/s]\nEpoch 0: |          | 10286/? [1:04:49<00:00,  2.64it/s]\nEpoch 0: |          | 10287/? [1:04:50<00:00,  2.64it/s]\nEpoch 0: |          | 10287/? [1:04:50<00:00,  2.64it/s]\nEpoch 0: |          | 10288/? [1:04:50<00:00,  2.64it/s]\nEpoch 0: |          | 10288/? [1:04:50<00:00,  2.64it/s]\nEpoch 0: |          | 10289/? [1:04:50<00:00,  2.64it/s]\nEpoch 0: |          | 10289/? [1:04:50<00:00,  2.64it/s]\nEpoch 0: |          | 10290/? [1:04:51<00:00,  2.64it/s]\nEpoch 0: |          | 10290/? [1:04:51<00:00,  2.64it/s]\nEpoch 0: |          | 10291/? [1:04:51<00:00,  2.64it/s]\nEpoch 0: |          | 10291/? [1:04:51<00:00,  2.64it/s]\nEpoch 0: |          | 10292/? [1:04:51<00:00,  2.64it/s]\nEpoch 0: |          | 10292/? [1:04:51<00:00,  2.64it/s]\nEpoch 0: |          | 10293/? [1:04:51<00:00,  2.64it/s]\nEpoch 0: |          | 10293/? [1:04:51<00:00,  2.64it/s]\nEpoch 0: |          | 10294/? [1:04:52<00:00,  2.64it/s]\nEpoch 0: |          | 10294/? [1:04:52<00:00,  2.64it/s]\nEpoch 0: |          | 10295/? [1:04:52<00:00,  2.64it/s]\nEpoch 0: |          | 10295/? [1:04:52<00:00,  2.64it/s]\nEpoch 0: |          | 10296/? [1:04:52<00:00,  2.64it/s]\nEpoch 0: |          | 10296/? [1:04:52<00:00,  2.64it/s]\nEpoch 0: |          | 10297/? [1:04:53<00:00,  2.64it/s]\nEpoch 0: |          | 10297/? [1:04:53<00:00,  2.64it/s]\nEpoch 0: |          | 10298/? [1:04:53<00:00,  2.64it/s]\nEpoch 0: |          | 10298/? [1:04:53<00:00,  2.64it/s]\nEpoch 0: |          | 10299/? [1:04:53<00:00,  2.64it/s]\nEpoch 0: |          | 10299/? [1:04:53<00:00,  2.64it/s]\nEpoch 0: |          | 10300/? [1:04:54<00:00,  2.65it/s]\nEpoch 0: |          | 10300/? [1:04:54<00:00,  2.65it/s]\nEpoch 0: |          | 10301/? [1:04:54<00:00,  2.65it/s]\nEpoch 0: |          | 10301/? [1:04:54<00:00,  2.65it/s]\nEpoch 0: |          | 10302/? [1:04:54<00:00,  2.65it/s]\nEpoch 0: |          | 10302/? [1:04:54<00:00,  2.65it/s]\nEpoch 0: |          | 10303/? [1:04:55<00:00,  2.65it/s]\nEpoch 0: |          | 10303/? [1:04:55<00:00,  2.65it/s]\nEpoch 0: |          | 10304/? [1:04:55<00:00,  2.65it/s]\nEpoch 0: |          | 10304/? [1:04:55<00:00,  2.65it/s]\nEpoch 0: |          | 10305/? [1:04:55<00:00,  2.65it/s]\nEpoch 0: |          | 10305/? [1:04:55<00:00,  2.65it/s]\nEpoch 0: |          | 10306/? [1:04:55<00:00,  2.65it/s]\nEpoch 0: |          | 10306/? [1:04:55<00:00,  2.65it/s]\nEpoch 0: |          | 10307/? [1:04:56<00:00,  2.65it/s]\nEpoch 0: |          | 10307/? [1:04:56<00:00,  2.65it/s]\nEpoch 0: |          | 10308/? [1:04:56<00:00,  2.65it/s]\nEpoch 0: |          | 10308/? [1:04:56<00:00,  2.65it/s]\nEpoch 0: |          | 10309/? [1:04:56<00:00,  2.65it/s]\nEpoch 0: |          | 10309/? [1:04:56<00:00,  2.65it/s]\nEpoch 0: |          | 10310/? [1:04:57<00:00,  2.65it/s]\nEpoch 0: |          | 10310/? [1:04:57<00:00,  2.65it/s]\nEpoch 0: |          | 10311/? [1:04:57<00:00,  2.65it/s]\nEpoch 0: |          | 10311/? [1:04:57<00:00,  2.65it/s]\nEpoch 0: |          | 10312/? [1:04:57<00:00,  2.65it/s]\nEpoch 0: |          | 10312/? [1:04:57<00:00,  2.65it/s]\nEpoch 0: |          | 10313/? [1:04:58<00:00,  2.65it/s]\nEpoch 0: |          | 10313/? [1:04:58<00:00,  2.65it/s]\nEpoch 0: |          | 10314/? [1:04:58<00:00,  2.65it/s]\nEpoch 0: |          | 10314/? [1:04:58<00:00,  2.65it/s]\nEpoch 0: |          | 10315/? [1:04:58<00:00,  2.65it/s]\nEpoch 0: |          | 10315/? [1:04:58<00:00,  2.65it/s]\nEpoch 0: |          | 10316/? [1:04:59<00:00,  2.65it/s]\nEpoch 0: |          | 10316/? [1:04:59<00:00,  2.65it/s]\nEpoch 0: |          | 10317/? [1:04:59<00:00,  2.65it/s]\nEpoch 0: |          | 10317/? [1:04:59<00:00,  2.65it/s]\nEpoch 0: |          | 10318/? [1:04:59<00:00,  2.65it/s]\nEpoch 0: |          | 10318/? [1:04:59<00:00,  2.65it/s]\nEpoch 0: |          | 10319/? [1:05:00<00:00,  2.65it/s]\nEpoch 0: |          | 10319/? [1:05:00<00:00,  2.65it/s]\nEpoch 0: |          | 10320/? [1:05:00<00:00,  2.65it/s]\nEpoch 0: |          | 10320/? [1:05:00<00:00,  2.65it/s]\nEpoch 0: |          | 10321/? [1:05:00<00:00,  2.65it/s]\nEpoch 0: |          | 10321/? [1:05:00<00:00,  2.65it/s]\nEpoch 0: |          | 10322/? [1:05:00<00:00,  2.65it/s]\nEpoch 0: |          | 10322/? [1:05:00<00:00,  2.65it/s]\nEpoch 0: |          | 10323/? [1:05:01<00:00,  2.65it/s]\nEpoch 0: |          | 10323/? [1:05:01<00:00,  2.65it/s]\nEpoch 0: |          | 10324/? [1:05:01<00:00,  2.65it/s]\nEpoch 0: |          | 10324/? [1:05:01<00:00,  2.65it/s]\nEpoch 0: |          | 10325/? [1:05:01<00:00,  2.65it/s]\nEpoch 0: |          | 10325/? [1:05:01<00:00,  2.65it/s]\nEpoch 0: |          | 10326/? [1:05:02<00:00,  2.65it/s]\nEpoch 0: |          | 10326/? [1:05:02<00:00,  2.65it/s]\nEpoch 0: |          | 10327/? [1:05:02<00:00,  2.65it/s]\nEpoch 0: |          | 10327/? [1:05:02<00:00,  2.65it/s]\nEpoch 0: |          | 10328/? [1:05:02<00:00,  2.65it/s]\nEpoch 0: |          | 10328/? [1:05:02<00:00,  2.65it/s]\nEpoch 0: |          | 10329/? [1:05:03<00:00,  2.65it/s]\nEpoch 0: |          | 10329/? [1:05:03<00:00,  2.65it/s]\nEpoch 0: |          | 10330/? [1:05:03<00:00,  2.65it/s]\nEpoch 0: |          | 10330/? [1:05:03<00:00,  2.65it/s]\nEpoch 0: |          | 10331/? [1:05:03<00:00,  2.65it/s]\nEpoch 0: |          | 10331/? [1:05:03<00:00,  2.65it/s]\nEpoch 0: |          | 10332/? [1:05:04<00:00,  2.65it/s]\nEpoch 0: |          | 10332/? [1:05:04<00:00,  2.65it/s]\nEpoch 0: |          | 10333/? [1:05:04<00:00,  2.65it/s]\nEpoch 0: |          | 10333/? [1:05:04<00:00,  2.65it/s]\nEpoch 0: |          | 10334/? [1:05:04<00:00,  2.65it/s]\nEpoch 0: |          | 10334/? [1:05:04<00:00,  2.65it/s]\nEpoch 0: |          | 10335/? [1:05:04<00:00,  2.65it/s]\nEpoch 0: |          | 10335/? [1:05:04<00:00,  2.65it/s]\nEpoch 0: |          | 10336/? [1:05:05<00:00,  2.65it/s]\nEpoch 0: |          | 10336/? [1:05:05<00:00,  2.65it/s]\nEpoch 0: |          | 10337/? [1:05:05<00:00,  2.65it/s]\nEpoch 0: |          | 10337/? [1:05:05<00:00,  2.65it/s]\nEpoch 0: |          | 10338/? [1:05:05<00:00,  2.65it/s]\nEpoch 0: |          | 10338/? [1:05:05<00:00,  2.65it/s]\nEpoch 0: |          | 10339/? [1:05:06<00:00,  2.65it/s]\nEpoch 0: |          | 10339/? [1:05:06<00:00,  2.65it/s]\nEpoch 0: |          | 10340/? [1:05:06<00:00,  2.65it/s]\nEpoch 0: |          | 10340/? [1:05:06<00:00,  2.65it/s]\nEpoch 0: |          | 10341/? [1:05:06<00:00,  2.65it/s]\nEpoch 0: |          | 10341/? [1:05:06<00:00,  2.65it/s]\nEpoch 0: |          | 10342/? [1:05:07<00:00,  2.65it/s]\nEpoch 0: |          | 10342/? [1:05:07<00:00,  2.65it/s]\nEpoch 0: |          | 10343/? [1:05:07<00:00,  2.65it/s]\nEpoch 0: |          | 10343/? [1:05:07<00:00,  2.65it/s]\nEpoch 0: |          | 10344/? [1:05:07<00:00,  2.65it/s]\nEpoch 0: |          | 10344/? [1:05:07<00:00,  2.65it/s]\nEpoch 0: |          | 10345/? [1:05:08<00:00,  2.65it/s]\nEpoch 0: |          | 10345/? [1:05:08<00:00,  2.65it/s]\nEpoch 0: |          | 10346/? [1:05:08<00:00,  2.65it/s]\nEpoch 0: |          | 10346/? [1:05:08<00:00,  2.65it/s]\nEpoch 0: |          | 10347/? [1:05:08<00:00,  2.65it/s]\nEpoch 0: |          | 10347/? [1:05:08<00:00,  2.65it/s]\nEpoch 0: |          | 10348/? [1:05:08<00:00,  2.65it/s]\nEpoch 0: |          | 10348/? [1:05:08<00:00,  2.65it/s]\nEpoch 0: |          | 10349/? [1:05:09<00:00,  2.65it/s]\nEpoch 0: |          | 10349/? [1:05:09<00:00,  2.65it/s]\nEpoch 0: |          | 10350/? [1:05:09<00:00,  2.65it/s]\nEpoch 0: |          | 10350/? [1:05:09<00:00,  2.65it/s]\nEpoch 0: |          | 10351/? [1:05:09<00:00,  2.65it/s]\nEpoch 0: |          | 10351/? [1:05:09<00:00,  2.65it/s]\nEpoch 0: |          | 10352/? [1:05:10<00:00,  2.65it/s]\nEpoch 0: |          | 10352/? [1:05:10<00:00,  2.65it/s]\nEpoch 0: |          | 10353/? [1:05:10<00:00,  2.65it/s]\nEpoch 0: |          | 10353/? [1:05:10<00:00,  2.65it/s]\nEpoch 0: |          | 10354/? [1:05:10<00:00,  2.65it/s]\nEpoch 0: |          | 10354/? [1:05:10<00:00,  2.65it/s]\nEpoch 0: |          | 10355/? [1:05:11<00:00,  2.65it/s]\nEpoch 0: |          | 10355/? [1:05:11<00:00,  2.65it/s]\nEpoch 0: |          | 10356/? [1:05:11<00:00,  2.65it/s]\nEpoch 0: |          | 10356/? [1:05:11<00:00,  2.65it/s]\nEpoch 0: |          | 10357/? [1:05:11<00:00,  2.65it/s]\nEpoch 0: |          | 10357/? [1:05:11<00:00,  2.65it/s]\nEpoch 0: |          | 10358/? [1:05:12<00:00,  2.65it/s]\nEpoch 0: |          | 10358/? [1:05:12<00:00,  2.65it/s]\nEpoch 0: |          | 10359/? [1:05:12<00:00,  2.65it/s]\nEpoch 0: |          | 10359/? [1:05:12<00:00,  2.65it/s]\nEpoch 0: |          | 10360/? [1:05:12<00:00,  2.65it/s]\nEpoch 0: |          | 10360/? [1:05:12<00:00,  2.65it/s]\nEpoch 0: |          | 10361/? [1:05:12<00:00,  2.65it/s]\nEpoch 0: |          | 10361/? [1:05:12<00:00,  2.65it/s]\nEpoch 0: |          | 10362/? [1:05:13<00:00,  2.65it/s]\nEpoch 0: |          | 10362/? [1:05:13<00:00,  2.65it/s]\nEpoch 0: |          | 10363/? [1:05:13<00:00,  2.65it/s]\nEpoch 0: |          | 10363/? [1:05:13<00:00,  2.65it/s]\nEpoch 0: |          | 10364/? [1:05:13<00:00,  2.65it/s]\nEpoch 0: |          | 10364/? [1:05:13<00:00,  2.65it/s]\nEpoch 0: |          | 10365/? [1:05:14<00:00,  2.65it/s]\nEpoch 0: |          | 10365/? [1:05:14<00:00,  2.65it/s]\nEpoch 0: |          | 10366/? [1:05:14<00:00,  2.65it/s]\nEpoch 0: |          | 10366/? [1:05:14<00:00,  2.65it/s]\nEpoch 0: |          | 10367/? [1:05:14<00:00,  2.65it/s]\nEpoch 0: |          | 10367/? [1:05:14<00:00,  2.65it/s]\nEpoch 0: |          | 10368/? [1:05:15<00:00,  2.65it/s]\nEpoch 0: |          | 10368/? [1:05:15<00:00,  2.65it/s]\nEpoch 0: |          | 10369/? [1:05:15<00:00,  2.65it/s]\nEpoch 0: |          | 10369/? [1:05:15<00:00,  2.65it/s]\nEpoch 0: |          | 10370/? [1:05:15<00:00,  2.65it/s]\nEpoch 0: |          | 10370/? [1:05:15<00:00,  2.65it/s]\nEpoch 0: |          | 10371/? [1:05:15<00:00,  2.65it/s]\nEpoch 0: |          | 10371/? [1:05:15<00:00,  2.65it/s]\nEpoch 0: |          | 10372/? [1:05:16<00:00,  2.65it/s]\nEpoch 0: |          | 10372/? [1:05:16<00:00,  2.65it/s]\nEpoch 0: |          | 10373/? [1:05:16<00:00,  2.65it/s]\nEpoch 0: |          | 10373/? [1:05:16<00:00,  2.65it/s]\nEpoch 0: |          | 10374/? [1:05:16<00:00,  2.65it/s]\nEpoch 0: |          | 10374/? [1:05:16<00:00,  2.65it/s]\nEpoch 0: |          | 10375/? [1:05:17<00:00,  2.65it/s]\nEpoch 0: |          | 10375/? [1:05:17<00:00,  2.65it/s]\nEpoch 0: |          | 10376/? [1:05:17<00:00,  2.65it/s]\nEpoch 0: |          | 10376/? [1:05:17<00:00,  2.65it/s]\nEpoch 0: |          | 10377/? [1:05:17<00:00,  2.65it/s]\nEpoch 0: |          | 10377/? [1:05:17<00:00,  2.65it/s]\nEpoch 0: |          | 10378/? [1:05:18<00:00,  2.65it/s]\nEpoch 0: |          | 10378/? [1:05:18<00:00,  2.65it/s]\nEpoch 0: |          | 10379/? [1:05:18<00:00,  2.65it/s]\nEpoch 0: |          | 10379/? [1:05:18<00:00,  2.65it/s]\nEpoch 0: |          | 10380/? [1:05:18<00:00,  2.65it/s]\nEpoch 0: |          | 10380/? [1:05:18<00:00,  2.65it/s]\nEpoch 0: |          | 10381/? [1:05:19<00:00,  2.65it/s]\nEpoch 0: |          | 10381/? [1:05:19<00:00,  2.65it/s]\nEpoch 0: |          | 10382/? [1:05:19<00:00,  2.65it/s]\nEpoch 0: |          | 10382/? [1:05:19<00:00,  2.65it/s]\nEpoch 0: |          | 10383/? [1:05:19<00:00,  2.65it/s]\nEpoch 0: |          | 10383/? [1:05:19<00:00,  2.65it/s]\nEpoch 0: |          | 10384/? [1:05:19<00:00,  2.65it/s]\nEpoch 0: |          | 10384/? [1:05:19<00:00,  2.65it/s]\nEpoch 0: |          | 10385/? [1:05:20<00:00,  2.65it/s]\nEpoch 0: |          | 10385/? [1:05:20<00:00,  2.65it/s]\nEpoch 0: |          | 10386/? [1:05:20<00:00,  2.65it/s]\nEpoch 0: |          | 10386/? [1:05:20<00:00,  2.65it/s]\nEpoch 0: |          | 10387/? [1:05:20<00:00,  2.65it/s]\nEpoch 0: |          | 10387/? [1:05:20<00:00,  2.65it/s]\nEpoch 0: |          | 10388/? [1:05:21<00:00,  2.65it/s]\nEpoch 0: |          | 10388/? [1:05:21<00:00,  2.65it/s]\nEpoch 0: |          | 10389/? [1:05:21<00:00,  2.65it/s]\nEpoch 0: |          | 10389/? [1:05:21<00:00,  2.65it/s]\nEpoch 0: |          | 10390/? [1:05:21<00:00,  2.65it/s]\nEpoch 0: |          | 10390/? [1:05:21<00:00,  2.65it/s]\nEpoch 0: |          | 10391/? [1:05:22<00:00,  2.65it/s]\nEpoch 0: |          | 10391/? [1:05:22<00:00,  2.65it/s]\nEpoch 0: |          | 10392/? [1:05:22<00:00,  2.65it/s]\nEpoch 0: |          | 10392/? [1:05:22<00:00,  2.65it/s]\nEpoch 0: |          | 10393/? [1:05:22<00:00,  2.65it/s]\nEpoch 0: |          | 10393/? [1:05:22<00:00,  2.65it/s]\nEpoch 0: |          | 10394/? [1:05:22<00:00,  2.65it/s]\nEpoch 0: |          | 10394/? [1:05:22<00:00,  2.65it/s]\nEpoch 0: |          | 10395/? [1:05:23<00:00,  2.65it/s]\nEpoch 0: |          | 10395/? [1:05:23<00:00,  2.65it/s]\nEpoch 0: |          | 10396/? [1:05:23<00:00,  2.65it/s]\nEpoch 0: |          | 10396/? [1:05:23<00:00,  2.65it/s]\nEpoch 0: |          | 10397/? [1:05:23<00:00,  2.65it/s]\nEpoch 0: |          | 10397/? [1:05:23<00:00,  2.65it/s]\nEpoch 0: |          | 10398/? [1:05:24<00:00,  2.65it/s]\nEpoch 0: |          | 10398/? [1:05:24<00:00,  2.65it/s]\nEpoch 0: |          | 10399/? [1:05:24<00:00,  2.65it/s]\nEpoch 0: |          | 10399/? [1:05:24<00:00,  2.65it/s]\nEpoch 0: |          | 10400/? [1:05:24<00:00,  2.65it/s]\nEpoch 0: |          | 10400/? [1:05:24<00:00,  2.65it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.81it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.76it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.53it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.12it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 10400/? [1:05:25<00:00,  2.65it/s]\nEpoch 0: |          | 10401/? [1:05:25<00:00,  2.65it/s]\nEpoch 0: |          | 10401/? [1:05:25<00:00,  2.65it/s]\nEpoch 0: |          | 10402/? [1:05:25<00:00,  2.65it/s]\nEpoch 0: |          | 10402/? [1:05:25<00:00,  2.65it/s]\nEpoch 0: |          | 10403/? [1:05:25<00:00,  2.65it/s]\nEpoch 0: |          | 10403/? [1:05:25<00:00,  2.65it/s]\nEpoch 0: |          | 10404/? [1:05:26<00:00,  2.65it/s]\nEpoch 0: |          | 10404/? [1:05:26<00:00,  2.65it/s]\nEpoch 0: |          | 10405/? [1:05:26<00:00,  2.65it/s]\nEpoch 0: |          | 10405/? [1:05:26<00:00,  2.65it/s]\nEpoch 0: |          | 10406/? [1:05:26<00:00,  2.65it/s]\nEpoch 0: |          | 10406/? [1:05:26<00:00,  2.65it/s]\nEpoch 0: |          | 10407/? [1:05:27<00:00,  2.65it/s]\nEpoch 0: |          | 10407/? [1:05:27<00:00,  2.65it/s]\nEpoch 0: |          | 10408/? [1:05:27<00:00,  2.65it/s]\nEpoch 0: |          | 10408/? [1:05:27<00:00,  2.65it/s]\nEpoch 0: |          | 10409/? [1:05:27<00:00,  2.65it/s]\nEpoch 0: |          | 10409/? [1:05:27<00:00,  2.65it/s]\nEpoch 0: |          | 10410/? [1:05:28<00:00,  2.65it/s]\nEpoch 0: |          | 10410/? [1:05:28<00:00,  2.65it/s]\nEpoch 0: |          | 10411/? [1:05:28<00:00,  2.65it/s]\nEpoch 0: |          | 10411/? [1:05:28<00:00,  2.65it/s]\nEpoch 0: |          | 10412/? [1:05:28<00:00,  2.65it/s]\nEpoch 0: |          | 10412/? [1:05:28<00:00,  2.65it/s]\nEpoch 0: |          | 10413/? [1:05:28<00:00,  2.65it/s]\nEpoch 0: |          | 10413/? [1:05:28<00:00,  2.65it/s]\nEpoch 0: |          | 10414/? [1:05:29<00:00,  2.65it/s]\nEpoch 0: |          | 10414/? [1:05:29<00:00,  2.65it/s]\nEpoch 0: |          | 10415/? [1:05:29<00:00,  2.65it/s]\nEpoch 0: |          | 10415/? [1:05:29<00:00,  2.65it/s]\nEpoch 0: |          | 10416/? [1:05:29<00:00,  2.65it/s]\nEpoch 0: |          | 10416/? [1:05:29<00:00,  2.65it/s]\nEpoch 0: |          | 10417/? [1:05:30<00:00,  2.65it/s]\nEpoch 0: |          | 10417/? [1:05:30<00:00,  2.65it/s]\nEpoch 0: |          | 10418/? [1:05:30<00:00,  2.65it/s]\nEpoch 0: |          | 10418/? [1:05:30<00:00,  2.65it/s]\nEpoch 0: |          | 10419/? [1:05:30<00:00,  2.65it/s]\nEpoch 0: |          | 10419/? [1:05:30<00:00,  2.65it/s]\nEpoch 0: |          | 10420/? [1:05:31<00:00,  2.65it/s]\nEpoch 0: |          | 10420/? [1:05:31<00:00,  2.65it/s]\nEpoch 0: |          | 10421/? [1:05:31<00:00,  2.65it/s]\nEpoch 0: |          | 10421/? [1:05:31<00:00,  2.65it/s]\nEpoch 0: |          | 10422/? [1:05:31<00:00,  2.65it/s]\nEpoch 0: |          | 10422/? [1:05:31<00:00,  2.65it/s]\nEpoch 0: |          | 10423/? [1:05:32<00:00,  2.65it/s]\nEpoch 0: |          | 10423/? [1:05:32<00:00,  2.65it/s]\nEpoch 0: |          | 10424/? [1:05:32<00:00,  2.65it/s]\nEpoch 0: |          | 10424/? [1:05:32<00:00,  2.65it/s]\nEpoch 0: |          | 10425/? [1:05:32<00:00,  2.65it/s]\nEpoch 0: |          | 10425/? [1:05:32<00:00,  2.65it/s]\nEpoch 0: |          | 10426/? [1:05:32<00:00,  2.65it/s]\nEpoch 0: |          | 10426/? [1:05:32<00:00,  2.65it/s]\nEpoch 0: |          | 10427/? [1:05:33<00:00,  2.65it/s]\nEpoch 0: |          | 10427/? [1:05:33<00:00,  2.65it/s]\nEpoch 0: |          | 10428/? [1:05:33<00:00,  2.65it/s]\nEpoch 0: |          | 10428/? [1:05:33<00:00,  2.65it/s]\nEpoch 0: |          | 10429/? [1:05:33<00:00,  2.65it/s]\nEpoch 0: |          | 10429/? [1:05:33<00:00,  2.65it/s]\nEpoch 0: |          | 10430/? [1:05:34<00:00,  2.65it/s]\nEpoch 0: |          | 10430/? [1:05:34<00:00,  2.65it/s]\nEpoch 0: |          | 10431/? [1:05:34<00:00,  2.65it/s]\nEpoch 0: |          | 10431/? [1:05:34<00:00,  2.65it/s]\nEpoch 0: |          | 10432/? [1:05:34<00:00,  2.65it/s]\nEpoch 0: |          | 10432/? [1:05:34<00:00,  2.65it/s]\nEpoch 0: |          | 10433/? [1:05:35<00:00,  2.65it/s]\nEpoch 0: |          | 10433/? [1:05:35<00:00,  2.65it/s]\nEpoch 0: |          | 10434/? [1:05:35<00:00,  2.65it/s]\nEpoch 0: |          | 10434/? [1:05:35<00:00,  2.65it/s]\nEpoch 0: |          | 10435/? [1:05:35<00:00,  2.65it/s]\nEpoch 0: |          | 10435/? [1:05:35<00:00,  2.65it/s]\nEpoch 0: |          | 10436/? [1:05:36<00:00,  2.65it/s]\nEpoch 0: |          | 10436/? [1:05:36<00:00,  2.65it/s]\nEpoch 0: |          | 10437/? [1:05:36<00:00,  2.65it/s]\nEpoch 0: |          | 10437/? [1:05:36<00:00,  2.65it/s]\nEpoch 0: |          | 10438/? [1:05:36<00:00,  2.65it/s]\nEpoch 0: |          | 10438/? [1:05:36<00:00,  2.65it/s]\nEpoch 0: |          | 10439/? [1:05:37<00:00,  2.65it/s]\nEpoch 0: |          | 10439/? [1:05:37<00:00,  2.65it/s]\nEpoch 0: |          | 10440/? [1:05:37<00:00,  2.65it/s]\nEpoch 0: |          | 10440/? [1:05:37<00:00,  2.65it/s]\nEpoch 0: |          | 10441/? [1:05:37<00:00,  2.65it/s]\nEpoch 0: |          | 10441/? [1:05:37<00:00,  2.65it/s]\nEpoch 0: |          | 10442/? [1:05:37<00:00,  2.65it/s]\nEpoch 0: |          | 10442/? [1:05:37<00:00,  2.65it/s]\nEpoch 0: |          | 10443/? [1:05:38<00:00,  2.65it/s]\nEpoch 0: |          | 10443/? [1:05:38<00:00,  2.65it/s]\nEpoch 0: |          | 10444/? [1:05:38<00:00,  2.65it/s]\nEpoch 0: |          | 10444/? [1:05:38<00:00,  2.65it/s]\nEpoch 0: |          | 10445/? [1:05:38<00:00,  2.65it/s]\nEpoch 0: |          | 10445/? [1:05:38<00:00,  2.65it/s]\nEpoch 0: |          | 10446/? [1:05:39<00:00,  2.65it/s]\nEpoch 0: |          | 10446/? [1:05:39<00:00,  2.65it/s]\nEpoch 0: |          | 10447/? [1:05:39<00:00,  2.65it/s]\nEpoch 0: |          | 10447/? [1:05:39<00:00,  2.65it/s]\nEpoch 0: |          | 10448/? [1:05:39<00:00,  2.65it/s]\nEpoch 0: |          | 10448/? [1:05:39<00:00,  2.65it/s]\nEpoch 0: |          | 10449/? [1:05:40<00:00,  2.65it/s]\nEpoch 0: |          | 10449/? [1:05:40<00:00,  2.65it/s]\nEpoch 0: |          | 10450/? [1:05:40<00:00,  2.65it/s]\nEpoch 0: |          | 10450/? [1:05:40<00:00,  2.65it/s]\nEpoch 0: |          | 10451/? [1:05:40<00:00,  2.65it/s]\nEpoch 0: |          | 10451/? [1:05:40<00:00,  2.65it/s]\nEpoch 0: |          | 10452/? [1:05:41<00:00,  2.65it/s]\nEpoch 0: |          | 10452/? [1:05:41<00:00,  2.65it/s]\nEpoch 0: |          | 10453/? [1:05:41<00:00,  2.65it/s]\nEpoch 0: |          | 10453/? [1:05:41<00:00,  2.65it/s]\nEpoch 0: |          | 10454/? [1:05:41<00:00,  2.65it/s]\nEpoch 0: |          | 10454/? [1:05:41<00:00,  2.65it/s]\nEpoch 0: |          | 10455/? [1:05:41<00:00,  2.65it/s]\nEpoch 0: |          | 10455/? [1:05:41<00:00,  2.65it/s]\nEpoch 0: |          | 10456/? [1:05:42<00:00,  2.65it/s]\nEpoch 0: |          | 10456/? [1:05:42<00:00,  2.65it/s]\nEpoch 0: |          | 10457/? [1:05:42<00:00,  2.65it/s]\nEpoch 0: |          | 10457/? [1:05:42<00:00,  2.65it/s]\nEpoch 0: |          | 10458/? [1:05:42<00:00,  2.65it/s]\nEpoch 0: |          | 10458/? [1:05:42<00:00,  2.65it/s]\nEpoch 0: |          | 10459/? [1:05:43<00:00,  2.65it/s]\nEpoch 0: |          | 10459/? [1:05:43<00:00,  2.65it/s]\nEpoch 0: |          | 10460/? [1:05:43<00:00,  2.65it/s]\nEpoch 0: |          | 10460/? [1:05:43<00:00,  2.65it/s]\nEpoch 0: |          | 10461/? [1:05:43<00:00,  2.65it/s]\nEpoch 0: |          | 10461/? [1:05:43<00:00,  2.65it/s]\nEpoch 0: |          | 10462/? [1:05:44<00:00,  2.65it/s]\nEpoch 0: |          | 10462/? [1:05:44<00:00,  2.65it/s]\nEpoch 0: |          | 10463/? [1:05:44<00:00,  2.65it/s]\nEpoch 0: |          | 10463/? [1:05:44<00:00,  2.65it/s]\nEpoch 0: |          | 10464/? [1:05:44<00:00,  2.65it/s]\nEpoch 0: |          | 10464/? [1:05:44<00:00,  2.65it/s]\nEpoch 0: |          | 10465/? [1:05:45<00:00,  2.65it/s]\nEpoch 0: |          | 10465/? [1:05:45<00:00,  2.65it/s]\nEpoch 0: |          | 10466/? [1:05:45<00:00,  2.65it/s]\nEpoch 0: |          | 10466/? [1:05:45<00:00,  2.65it/s]\nEpoch 0: |          | 10467/? [1:05:45<00:00,  2.65it/s]\nEpoch 0: |          | 10467/? [1:05:45<00:00,  2.65it/s]\nEpoch 0: |          | 10468/? [1:05:45<00:00,  2.65it/s]\nEpoch 0: |          | 10468/? [1:05:45<00:00,  2.65it/s]\nEpoch 0: |          | 10469/? [1:05:46<00:00,  2.65it/s]\nEpoch 0: |          | 10469/? [1:05:46<00:00,  2.65it/s]\nEpoch 0: |          | 10470/? [1:05:46<00:00,  2.65it/s]\nEpoch 0: |          | 10470/? [1:05:46<00:00,  2.65it/s]\nEpoch 0: |          | 10471/? [1:05:46<00:00,  2.65it/s]\nEpoch 0: |          | 10471/? [1:05:46<00:00,  2.65it/s]\nEpoch 0: |          | 10472/? [1:05:47<00:00,  2.65it/s]\nEpoch 0: |          | 10472/? [1:05:47<00:00,  2.65it/s]\nEpoch 0: |          | 10473/? [1:05:47<00:00,  2.65it/s]\nEpoch 0: |          | 10473/? [1:05:47<00:00,  2.65it/s]\nEpoch 0: |          | 10474/? [1:05:47<00:00,  2.65it/s]\nEpoch 0: |          | 10474/? [1:05:47<00:00,  2.65it/s]\nEpoch 0: |          | 10475/? [1:05:48<00:00,  2.65it/s]\nEpoch 0: |          | 10475/? [1:05:48<00:00,  2.65it/s]\nEpoch 0: |          | 10476/? [1:05:48<00:00,  2.65it/s]\nEpoch 0: |          | 10476/? [1:05:48<00:00,  2.65it/s]\nEpoch 0: |          | 10477/? [1:05:48<00:00,  2.65it/s]\nEpoch 0: |          | 10477/? [1:05:48<00:00,  2.65it/s]\nEpoch 0: |          | 10478/? [1:05:49<00:00,  2.65it/s]\nEpoch 0: |          | 10478/? [1:05:49<00:00,  2.65it/s]\nEpoch 0: |          | 10479/? [1:05:49<00:00,  2.65it/s]\nEpoch 0: |          | 10479/? [1:05:49<00:00,  2.65it/s]\nEpoch 0: |          | 10480/? [1:05:49<00:00,  2.65it/s]\nEpoch 0: |          | 10480/? [1:05:49<00:00,  2.65it/s]\nEpoch 0: |          | 10481/? [1:05:49<00:00,  2.65it/s]\nEpoch 0: |          | 10481/? [1:05:49<00:00,  2.65it/s]\nEpoch 0: |          | 10482/? [1:05:50<00:00,  2.65it/s]\nEpoch 0: |          | 10482/? [1:05:50<00:00,  2.65it/s]\nEpoch 0: |          | 10483/? [1:05:50<00:00,  2.65it/s]\nEpoch 0: |          | 10483/? [1:05:50<00:00,  2.65it/s]\nEpoch 0: |          | 10484/? [1:05:50<00:00,  2.65it/s]\nEpoch 0: |          | 10484/? [1:05:50<00:00,  2.65it/s]\nEpoch 0: |          | 10485/? [1:05:51<00:00,  2.65it/s]\nEpoch 0: |          | 10485/? [1:05:51<00:00,  2.65it/s]\nEpoch 0: |          | 10486/? [1:05:51<00:00,  2.65it/s]\nEpoch 0: |          | 10486/? [1:05:51<00:00,  2.65it/s]\nEpoch 0: |          | 10487/? [1:05:51<00:00,  2.65it/s]\nEpoch 0: |          | 10487/? [1:05:51<00:00,  2.65it/s]\nEpoch 0: |          | 10488/? [1:05:52<00:00,  2.65it/s]\nEpoch 0: |          | 10488/? [1:05:52<00:00,  2.65it/s]\nEpoch 0: |          | 10489/? [1:05:52<00:00,  2.65it/s]\nEpoch 0: |          | 10489/? [1:05:52<00:00,  2.65it/s]\nEpoch 0: |          | 10490/? [1:05:52<00:00,  2.65it/s]\nEpoch 0: |          | 10490/? [1:05:52<00:00,  2.65it/s]\nEpoch 0: |          | 10491/? [1:05:52<00:00,  2.65it/s]\nEpoch 0: |          | 10491/? [1:05:52<00:00,  2.65it/s]\nEpoch 0: |          | 10492/? [1:05:53<00:00,  2.65it/s]\nEpoch 0: |          | 10492/? [1:05:53<00:00,  2.65it/s]\nEpoch 0: |          | 10493/? [1:05:53<00:00,  2.65it/s]\nEpoch 0: |          | 10493/? [1:05:53<00:00,  2.65it/s]\nEpoch 0: |          | 10494/? [1:05:53<00:00,  2.65it/s]\nEpoch 0: |          | 10494/? [1:05:53<00:00,  2.65it/s]\nEpoch 0: |          | 10495/? [1:05:54<00:00,  2.65it/s]\nEpoch 0: |          | 10495/? [1:05:54<00:00,  2.65it/s]\nEpoch 0: |          | 10496/? [1:05:54<00:00,  2.65it/s]\nEpoch 0: |          | 10496/? [1:05:54<00:00,  2.65it/s]\nEpoch 0: |          | 10497/? [1:05:54<00:00,  2.65it/s]\nEpoch 0: |          | 10497/? [1:05:54<00:00,  2.65it/s]\nEpoch 0: |          | 10498/? [1:05:55<00:00,  2.65it/s]\nEpoch 0: |          | 10498/? [1:05:55<00:00,  2.65it/s]\nEpoch 0: |          | 10499/? [1:05:55<00:00,  2.65it/s]\nEpoch 0: |          | 10499/? [1:05:55<00:00,  2.65it/s]\nEpoch 0: |          | 10500/? [1:05:55<00:00,  2.65it/s]\nEpoch 0: |          | 10500/? [1:05:55<00:00,  2.65it/s]\nEpoch 0: |          | 10501/? [1:05:56<00:00,  2.65it/s]\nEpoch 0: |          | 10501/? [1:05:56<00:00,  2.65it/s]\nEpoch 0: |          | 10502/? [1:05:56<00:00,  2.65it/s]\nEpoch 0: |          | 10502/? [1:05:56<00:00,  2.65it/s]\nEpoch 0: |          | 10503/? [1:05:56<00:00,  2.65it/s]\nEpoch 0: |          | 10503/? [1:05:56<00:00,  2.65it/s]\nEpoch 0: |          | 10504/? [1:05:56<00:00,  2.65it/s]\nEpoch 0: |          | 10504/? [1:05:56<00:00,  2.65it/s]\nEpoch 0: |          | 10505/? [1:05:57<00:00,  2.65it/s]\nEpoch 0: |          | 10505/? [1:05:57<00:00,  2.65it/s]\nEpoch 0: |          | 10506/? [1:05:57<00:00,  2.65it/s]\nEpoch 0: |          | 10506/? [1:05:57<00:00,  2.65it/s]\nEpoch 0: |          | 10507/? [1:05:57<00:00,  2.65it/s]\nEpoch 0: |          | 10507/? [1:05:57<00:00,  2.65it/s]\nEpoch 0: |          | 10508/? [1:05:58<00:00,  2.65it/s]\nEpoch 0: |          | 10508/? [1:05:58<00:00,  2.65it/s]\nEpoch 0: |          | 10509/? [1:05:58<00:00,  2.65it/s]\nEpoch 0: |          | 10509/? [1:05:58<00:00,  2.65it/s]\nEpoch 0: |          | 10510/? [1:05:58<00:00,  2.65it/s]\nEpoch 0: |          | 10510/? [1:05:58<00:00,  2.65it/s]\nEpoch 0: |          | 10511/? [1:05:59<00:00,  2.65it/s]\nEpoch 0: |          | 10511/? [1:05:59<00:00,  2.65it/s]\nEpoch 0: |          | 10512/? [1:05:59<00:00,  2.65it/s]\nEpoch 0: |          | 10512/? [1:05:59<00:00,  2.65it/s]\nEpoch 0: |          | 10513/? [1:05:59<00:00,  2.66it/s]\nEpoch 0: |          | 10513/? [1:05:59<00:00,  2.66it/s]\nEpoch 0: |          | 10514/? [1:05:59<00:00,  2.66it/s]\nEpoch 0: |          | 10514/? [1:05:59<00:00,  2.66it/s]\nEpoch 0: |          | 10515/? [1:06:00<00:00,  2.66it/s]\nEpoch 0: |          | 10515/? [1:06:00<00:00,  2.66it/s]\nEpoch 0: |          | 10516/? [1:06:00<00:00,  2.66it/s]\nEpoch 0: |          | 10516/? [1:06:00<00:00,  2.66it/s]\nEpoch 0: |          | 10517/? [1:06:00<00:00,  2.66it/s]\nEpoch 0: |          | 10517/? [1:06:00<00:00,  2.66it/s]\nEpoch 0: |          | 10518/? [1:06:01<00:00,  2.66it/s]\nEpoch 0: |          | 10518/? [1:06:01<00:00,  2.66it/s]\nEpoch 0: |          | 10519/? [1:06:01<00:00,  2.66it/s]\nEpoch 0: |          | 10519/? [1:06:01<00:00,  2.66it/s]\nEpoch 0: |          | 10520/? [1:06:01<00:00,  2.66it/s]\nEpoch 0: |          | 10520/? [1:06:01<00:00,  2.66it/s]\nEpoch 0: |          | 10521/? [1:06:02<00:00,  2.66it/s]\nEpoch 0: |          | 10521/? [1:06:02<00:00,  2.66it/s]\nEpoch 0: |          | 10522/? [1:06:02<00:00,  2.66it/s]\nEpoch 0: |          | 10522/? [1:06:02<00:00,  2.66it/s]\nEpoch 0: |          | 10523/? [1:06:02<00:00,  2.66it/s]\nEpoch 0: |          | 10523/? [1:06:02<00:00,  2.66it/s]\nEpoch 0: |          | 10524/? [1:06:03<00:00,  2.66it/s]\nEpoch 0: |          | 10524/? [1:06:03<00:00,  2.66it/s]\nEpoch 0: |          | 10525/? [1:06:03<00:00,  2.66it/s]\nEpoch 0: |          | 10525/? [1:06:03<00:00,  2.66it/s]\nEpoch 0: |          | 10526/? [1:06:03<00:00,  2.66it/s]\nEpoch 0: |          | 10526/? [1:06:03<00:00,  2.66it/s]\nEpoch 0: |          | 10527/? [1:06:04<00:00,  2.66it/s]\nEpoch 0: |          | 10527/? [1:06:04<00:00,  2.66it/s]\nEpoch 0: |          | 10528/? [1:06:04<00:00,  2.66it/s]\nEpoch 0: |          | 10528/? [1:06:04<00:00,  2.66it/s]\nEpoch 0: |          | 10529/? [1:06:04<00:00,  2.66it/s]\nEpoch 0: |          | 10529/? [1:06:04<00:00,  2.66it/s]\nEpoch 0: |          | 10530/? [1:06:04<00:00,  2.66it/s]\nEpoch 0: |          | 10530/? [1:06:04<00:00,  2.66it/s]\nEpoch 0: |          | 10531/? [1:06:05<00:00,  2.66it/s]\nEpoch 0: |          | 10531/? [1:06:05<00:00,  2.66it/s]\nEpoch 0: |          | 10532/? [1:06:05<00:00,  2.66it/s]\nEpoch 0: |          | 10532/? [1:06:05<00:00,  2.66it/s]\nEpoch 0: |          | 10533/? [1:06:05<00:00,  2.66it/s]\nEpoch 0: |          | 10533/? [1:06:05<00:00,  2.66it/s]\nEpoch 0: |          | 10534/? [1:06:06<00:00,  2.66it/s]\nEpoch 0: |          | 10534/? [1:06:06<00:00,  2.66it/s]\nEpoch 0: |          | 10535/? [1:06:06<00:00,  2.66it/s]\nEpoch 0: |          | 10535/? [1:06:06<00:00,  2.66it/s]\nEpoch 0: |          | 10536/? [1:06:06<00:00,  2.66it/s]\nEpoch 0: |          | 10536/? [1:06:06<00:00,  2.66it/s]\nEpoch 0: |          | 10537/? [1:06:07<00:00,  2.66it/s]\nEpoch 0: |          | 10537/? [1:06:07<00:00,  2.66it/s]\nEpoch 0: |          | 10538/? [1:06:07<00:00,  2.66it/s]\nEpoch 0: |          | 10538/? [1:06:07<00:00,  2.66it/s]\nEpoch 0: |          | 10539/? [1:06:07<00:00,  2.66it/s]\nEpoch 0: |          | 10539/? [1:06:07<00:00,  2.66it/s]\nEpoch 0: |          | 10540/? [1:06:08<00:00,  2.66it/s]\nEpoch 0: |          | 10540/? [1:06:08<00:00,  2.66it/s]\nEpoch 0: |          | 10541/? [1:06:08<00:00,  2.66it/s]\nEpoch 0: |          | 10541/? [1:06:08<00:00,  2.66it/s]\nEpoch 0: |          | 10542/? [1:06:08<00:00,  2.66it/s]\nEpoch 0: |          | 10542/? [1:06:08<00:00,  2.66it/s]\nEpoch 0: |          | 10543/? [1:06:08<00:00,  2.66it/s]\nEpoch 0: |          | 10543/? [1:06:08<00:00,  2.66it/s]\nEpoch 0: |          | 10544/? [1:06:09<00:00,  2.66it/s]\nEpoch 0: |          | 10544/? [1:06:09<00:00,  2.66it/s]\nEpoch 0: |          | 10545/? [1:06:09<00:00,  2.66it/s]\nEpoch 0: |          | 10545/? [1:06:09<00:00,  2.66it/s]\nEpoch 0: |          | 10546/? [1:06:09<00:00,  2.66it/s]\nEpoch 0: |          | 10546/? [1:06:09<00:00,  2.66it/s]\nEpoch 0: |          | 10547/? [1:06:10<00:00,  2.66it/s]\nEpoch 0: |          | 10547/? [1:06:10<00:00,  2.66it/s]\nEpoch 0: |          | 10548/? [1:06:10<00:00,  2.66it/s]\nEpoch 0: |          | 10548/? [1:06:10<00:00,  2.66it/s]\nEpoch 0: |          | 10549/? [1:06:10<00:00,  2.66it/s]\nEpoch 0: |          | 10549/? [1:06:10<00:00,  2.66it/s]\nEpoch 0: |          | 10550/? [1:06:11<00:00,  2.66it/s]\nEpoch 0: |          | 10550/? [1:06:11<00:00,  2.66it/s]\nEpoch 0: |          | 10551/? [1:06:11<00:00,  2.66it/s]\nEpoch 0: |          | 10551/? [1:06:11<00:00,  2.66it/s]\nEpoch 0: |          | 10552/? [1:06:11<00:00,  2.66it/s]\nEpoch 0: |          | 10552/? [1:06:11<00:00,  2.66it/s]\nEpoch 0: |          | 10553/? [1:06:11<00:00,  2.66it/s]\nEpoch 0: |          | 10553/? [1:06:11<00:00,  2.66it/s]\nEpoch 0: |          | 10554/? [1:06:12<00:00,  2.66it/s]\nEpoch 0: |          | 10554/? [1:06:12<00:00,  2.66it/s]\nEpoch 0: |          | 10555/? [1:06:12<00:00,  2.66it/s]\nEpoch 0: |          | 10555/? [1:06:12<00:00,  2.66it/s]\nEpoch 0: |          | 10556/? [1:06:12<00:00,  2.66it/s]\nEpoch 0: |          | 10556/? [1:06:12<00:00,  2.66it/s]\nEpoch 0: |          | 10557/? [1:06:13<00:00,  2.66it/s]\nEpoch 0: |          | 10557/? [1:06:13<00:00,  2.66it/s]\nEpoch 0: |          | 10558/? [1:06:13<00:00,  2.66it/s]\nEpoch 0: |          | 10558/? [1:06:13<00:00,  2.66it/s]\nEpoch 0: |          | 10559/? [1:06:13<00:00,  2.66it/s]\nEpoch 0: |          | 10559/? [1:06:13<00:00,  2.66it/s]\nEpoch 0: |          | 10560/? [1:06:14<00:00,  2.66it/s]\nEpoch 0: |          | 10560/? [1:06:14<00:00,  2.66it/s]\nEpoch 0: |          | 10561/? [1:06:14<00:00,  2.66it/s]\nEpoch 0: |          | 10561/? [1:06:14<00:00,  2.66it/s]\nEpoch 0: |          | 10562/? [1:06:14<00:00,  2.66it/s]\nEpoch 0: |          | 10562/? [1:06:14<00:00,  2.66it/s]\nEpoch 0: |          | 10563/? [1:06:15<00:00,  2.66it/s]\nEpoch 0: |          | 10563/? [1:06:15<00:00,  2.66it/s]\nEpoch 0: |          | 10564/? [1:06:15<00:00,  2.66it/s]\nEpoch 0: |          | 10564/? [1:06:15<00:00,  2.66it/s]\nEpoch 0: |          | 10565/? [1:06:15<00:00,  2.66it/s]\nEpoch 0: |          | 10565/? [1:06:15<00:00,  2.66it/s]\nEpoch 0: |          | 10566/? [1:06:15<00:00,  2.66it/s]\nEpoch 0: |          | 10566/? [1:06:15<00:00,  2.66it/s]\nEpoch 0: |          | 10567/? [1:06:16<00:00,  2.66it/s]\nEpoch 0: |          | 10567/? [1:06:16<00:00,  2.66it/s]\nEpoch 0: |          | 10568/? [1:06:16<00:00,  2.66it/s]\nEpoch 0: |          | 10568/? [1:06:16<00:00,  2.66it/s]\nEpoch 0: |          | 10569/? [1:06:16<00:00,  2.66it/s]\nEpoch 0: |          | 10569/? [1:06:16<00:00,  2.66it/s]\nEpoch 0: |          | 10570/? [1:06:17<00:00,  2.66it/s]\nEpoch 0: |          | 10570/? [1:06:17<00:00,  2.66it/s]\nEpoch 0: |          | 10571/? [1:06:17<00:00,  2.66it/s]\nEpoch 0: |          | 10571/? [1:06:17<00:00,  2.66it/s]\nEpoch 0: |          | 10572/? [1:06:17<00:00,  2.66it/s]\nEpoch 0: |          | 10572/? [1:06:17<00:00,  2.66it/s]\nEpoch 0: |          | 10573/? [1:06:18<00:00,  2.66it/s]\nEpoch 0: |          | 10573/? [1:06:18<00:00,  2.66it/s]\nEpoch 0: |          | 10574/? [1:06:18<00:00,  2.66it/s]\nEpoch 0: |          | 10574/? [1:06:18<00:00,  2.66it/s]\nEpoch 0: |          | 10575/? [1:06:18<00:00,  2.66it/s]\nEpoch 0: |          | 10575/? [1:06:18<00:00,  2.66it/s]\nEpoch 0: |          | 10576/? [1:06:18<00:00,  2.66it/s]\nEpoch 0: |          | 10576/? [1:06:18<00:00,  2.66it/s]\nEpoch 0: |          | 10577/? [1:06:19<00:00,  2.66it/s]\nEpoch 0: |          | 10577/? [1:06:19<00:00,  2.66it/s]\nEpoch 0: |          | 10578/? [1:06:19<00:00,  2.66it/s]\nEpoch 0: |          | 10578/? [1:06:19<00:00,  2.66it/s]\nEpoch 0: |          | 10579/? [1:06:19<00:00,  2.66it/s]\nEpoch 0: |          | 10579/? [1:06:19<00:00,  2.66it/s]\nEpoch 0: |          | 10580/? [1:06:20<00:00,  2.66it/s]\nEpoch 0: |          | 10580/? [1:06:20<00:00,  2.66it/s]\nEpoch 0: |          | 10581/? [1:06:20<00:00,  2.66it/s]\nEpoch 0: |          | 10581/? [1:06:20<00:00,  2.66it/s]\nEpoch 0: |          | 10582/? [1:06:20<00:00,  2.66it/s]\nEpoch 0: |          | 10582/? [1:06:20<00:00,  2.66it/s]\nEpoch 0: |          | 10583/? [1:06:21<00:00,  2.66it/s]\nEpoch 0: |          | 10583/? [1:06:21<00:00,  2.66it/s]\nEpoch 0: |          | 10584/? [1:06:21<00:00,  2.66it/s]\nEpoch 0: |          | 10584/? [1:06:21<00:00,  2.66it/s]\nEpoch 0: |          | 10585/? [1:06:21<00:00,  2.66it/s]\nEpoch 0: |          | 10585/? [1:06:21<00:00,  2.66it/s]\nEpoch 0: |          | 10586/? [1:06:21<00:00,  2.66it/s]\nEpoch 0: |          | 10586/? [1:06:21<00:00,  2.66it/s]\nEpoch 0: |          | 10587/? [1:06:22<00:00,  2.66it/s]\nEpoch 0: |          | 10587/? [1:06:22<00:00,  2.66it/s]\nEpoch 0: |          | 10588/? [1:06:22<00:00,  2.66it/s]\nEpoch 0: |          | 10588/? [1:06:22<00:00,  2.66it/s]\nEpoch 0: |          | 10589/? [1:06:22<00:00,  2.66it/s]\nEpoch 0: |          | 10589/? [1:06:22<00:00,  2.66it/s]\nEpoch 0: |          | 10590/? [1:06:23<00:00,  2.66it/s]\nEpoch 0: |          | 10590/? [1:06:23<00:00,  2.66it/s]\nEpoch 0: |          | 10591/? [1:06:23<00:00,  2.66it/s]\nEpoch 0: |          | 10591/? [1:06:23<00:00,  2.66it/s]\nEpoch 0: |          | 10592/? [1:06:23<00:00,  2.66it/s]\nEpoch 0: |          | 10592/? [1:06:23<00:00,  2.66it/s]\nEpoch 0: |          | 10593/? [1:06:24<00:00,  2.66it/s]\nEpoch 0: |          | 10593/? [1:06:24<00:00,  2.66it/s]\nEpoch 0: |          | 10594/? [1:06:24<00:00,  2.66it/s]\nEpoch 0: |          | 10594/? [1:06:24<00:00,  2.66it/s]\nEpoch 0: |          | 10595/? [1:06:24<00:00,  2.66it/s]\nEpoch 0: |          | 10595/? [1:06:24<00:00,  2.66it/s]\nEpoch 0: |          | 10596/? [1:06:25<00:00,  2.66it/s]\nEpoch 0: |          | 10596/? [1:06:25<00:00,  2.66it/s]\nEpoch 0: |          | 10597/? [1:06:25<00:00,  2.66it/s]\nEpoch 0: |          | 10597/? [1:06:25<00:00,  2.66it/s]\nEpoch 0: |          | 10598/? [1:06:25<00:00,  2.66it/s]\nEpoch 0: |          | 10598/? [1:06:25<00:00,  2.66it/s]\nEpoch 0: |          | 10599/? [1:06:25<00:00,  2.66it/s]\nEpoch 0: |          | 10599/? [1:06:25<00:00,  2.66it/s]\nEpoch 0: |          | 10600/? [1:06:26<00:00,  2.66it/s]\nEpoch 0: |          | 10600/? [1:06:26<00:00,  2.66it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.17it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.83it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.96it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.52it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 10600/? [1:06:26<00:00,  2.66it/s]\nEpoch 0: |          | 10601/? [1:06:26<00:00,  2.66it/s]\nEpoch 0: |          | 10601/? [1:06:26<00:00,  2.66it/s]\nEpoch 0: |          | 10602/? [1:06:27<00:00,  2.66it/s]\nEpoch 0: |          | 10602/? [1:06:27<00:00,  2.66it/s]\nEpoch 0: |          | 10603/? [1:06:27<00:00,  2.66it/s]\nEpoch 0: |          | 10603/? [1:06:27<00:00,  2.66it/s]\nEpoch 0: |          | 10604/? [1:06:27<00:00,  2.66it/s]\nEpoch 0: |          | 10604/? [1:06:27<00:00,  2.66it/s]\nEpoch 0: |          | 10605/? [1:06:28<00:00,  2.66it/s]\nEpoch 0: |          | 10605/? [1:06:28<00:00,  2.66it/s]\nEpoch 0: |          | 10606/? [1:06:28<00:00,  2.66it/s]\nEpoch 0: |          | 10606/? [1:06:28<00:00,  2.66it/s]\nEpoch 0: |          | 10607/? [1:06:28<00:00,  2.66it/s]\nEpoch 0: |          | 10607/? [1:06:28<00:00,  2.66it/s]\nEpoch 0: |          | 10608/? [1:06:28<00:00,  2.66it/s]\nEpoch 0: |          | 10608/? [1:06:28<00:00,  2.66it/s]\nEpoch 0: |          | 10609/? [1:06:29<00:00,  2.66it/s]\nEpoch 0: |          | 10609/? [1:06:29<00:00,  2.66it/s]\nEpoch 0: |          | 10610/? [1:06:29<00:00,  2.66it/s]\nEpoch 0: |          | 10610/? [1:06:29<00:00,  2.66it/s]\nEpoch 0: |          | 10611/? [1:06:29<00:00,  2.66it/s]\nEpoch 0: |          | 10611/? [1:06:29<00:00,  2.66it/s]\nEpoch 0: |          | 10612/? [1:06:30<00:00,  2.66it/s]\nEpoch 0: |          | 10612/? [1:06:30<00:00,  2.66it/s]\nEpoch 0: |          | 10613/? [1:06:30<00:00,  2.66it/s]\nEpoch 0: |          | 10613/? [1:06:30<00:00,  2.66it/s]\nEpoch 0: |          | 10614/? [1:06:30<00:00,  2.66it/s]\nEpoch 0: |          | 10614/? [1:06:30<00:00,  2.66it/s]\nEpoch 0: |          | 10615/? [1:06:31<00:00,  2.66it/s]\nEpoch 0: |          | 10615/? [1:06:31<00:00,  2.66it/s]\nEpoch 0: |          | 10616/? [1:06:31<00:00,  2.66it/s]\nEpoch 0: |          | 10616/? [1:06:31<00:00,  2.66it/s]\nEpoch 0: |          | 10617/? [1:06:31<00:00,  2.66it/s]\nEpoch 0: |          | 10617/? [1:06:31<00:00,  2.66it/s]\nEpoch 0: |          | 10618/? [1:06:32<00:00,  2.66it/s]\nEpoch 0: |          | 10618/? [1:06:32<00:00,  2.66it/s]\nEpoch 0: |          | 10619/? [1:06:32<00:00,  2.66it/s]\nEpoch 0: |          | 10619/? [1:06:32<00:00,  2.66it/s]\nEpoch 0: |          | 10620/? [1:06:32<00:00,  2.66it/s]\nEpoch 0: |          | 10620/? [1:06:32<00:00,  2.66it/s]\nEpoch 0: |          | 10621/? [1:06:33<00:00,  2.66it/s]\nEpoch 0: |          | 10621/? [1:06:33<00:00,  2.66it/s]\nEpoch 0: |          | 10622/? [1:06:33<00:00,  2.66it/s]\nEpoch 0: |          | 10622/? [1:06:33<00:00,  2.66it/s]\nEpoch 0: |          | 10623/? [1:06:33<00:00,  2.66it/s]\nEpoch 0: |          | 10623/? [1:06:33<00:00,  2.66it/s]\nEpoch 0: |          | 10624/? [1:06:33<00:00,  2.66it/s]\nEpoch 0: |          | 10624/? [1:06:33<00:00,  2.66it/s]\nEpoch 0: |          | 10625/? [1:06:34<00:00,  2.66it/s]\nEpoch 0: |          | 10625/? [1:06:34<00:00,  2.66it/s]\nEpoch 0: |          | 10626/? [1:06:34<00:00,  2.66it/s]\nEpoch 0: |          | 10626/? [1:06:34<00:00,  2.66it/s]\nEpoch 0: |          | 10627/? [1:06:34<00:00,  2.66it/s]\nEpoch 0: |          | 10627/? [1:06:34<00:00,  2.66it/s]\nEpoch 0: |          | 10628/? [1:06:35<00:00,  2.66it/s]\nEpoch 0: |          | 10628/? [1:06:35<00:00,  2.66it/s]\nEpoch 0: |          | 10629/? [1:06:35<00:00,  2.66it/s]\nEpoch 0: |          | 10629/? [1:06:35<00:00,  2.66it/s]\nEpoch 0: |          | 10630/? [1:06:35<00:00,  2.66it/s]\nEpoch 0: |          | 10630/? [1:06:35<00:00,  2.66it/s]\nEpoch 0: |          | 10631/? [1:06:36<00:00,  2.66it/s]\nEpoch 0: |          | 10631/? [1:06:36<00:00,  2.66it/s]\nEpoch 0: |          | 10632/? [1:06:36<00:00,  2.66it/s]\nEpoch 0: |          | 10632/? [1:06:36<00:00,  2.66it/s]\nEpoch 0: |          | 10633/? [1:06:36<00:00,  2.66it/s]\nEpoch 0: |          | 10633/? [1:06:36<00:00,  2.66it/s]\nEpoch 0: |          | 10634/? [1:06:37<00:00,  2.66it/s]\nEpoch 0: |          | 10634/? [1:06:37<00:00,  2.66it/s]\nEpoch 0: |          | 10635/? [1:06:37<00:00,  2.66it/s]\nEpoch 0: |          | 10635/? [1:06:37<00:00,  2.66it/s]\nEpoch 0: |          | 10636/? [1:06:37<00:00,  2.66it/s]\nEpoch 0: |          | 10636/? [1:06:37<00:00,  2.66it/s]\nEpoch 0: |          | 10637/? [1:06:37<00:00,  2.66it/s]\nEpoch 0: |          | 10637/? [1:06:37<00:00,  2.66it/s]\nEpoch 0: |          | 10638/? [1:06:38<00:00,  2.66it/s]\nEpoch 0: |          | 10638/? [1:06:38<00:00,  2.66it/s]\nEpoch 0: |          | 10639/? [1:06:38<00:00,  2.66it/s]\nEpoch 0: |          | 10639/? [1:06:38<00:00,  2.66it/s]\nEpoch 0: |          | 10640/? [1:06:38<00:00,  2.66it/s]\nEpoch 0: |          | 10640/? [1:06:38<00:00,  2.66it/s]\nEpoch 0: |          | 10641/? [1:06:39<00:00,  2.66it/s]\nEpoch 0: |          | 10641/? [1:06:39<00:00,  2.66it/s]\nEpoch 0: |          | 10642/? [1:06:39<00:00,  2.66it/s]\nEpoch 0: |          | 10642/? [1:06:39<00:00,  2.66it/s]\nEpoch 0: |          | 10643/? [1:06:39<00:00,  2.66it/s]\nEpoch 0: |          | 10643/? [1:06:39<00:00,  2.66it/s]\nEpoch 0: |          | 10644/? [1:06:40<00:00,  2.66it/s]\nEpoch 0: |          | 10644/? [1:06:40<00:00,  2.66it/s]\nEpoch 0: |          | 10645/? [1:06:40<00:00,  2.66it/s]\nEpoch 0: |          | 10645/? [1:06:40<00:00,  2.66it/s]\nEpoch 0: |          | 10646/? [1:06:40<00:00,  2.66it/s]\nEpoch 0: |          | 10646/? [1:06:40<00:00,  2.66it/s]\nEpoch 0: |          | 10647/? [1:06:40<00:00,  2.66it/s]\nEpoch 0: |          | 10647/? [1:06:40<00:00,  2.66it/s]\nEpoch 0: |          | 10648/? [1:06:41<00:00,  2.66it/s]\nEpoch 0: |          | 10648/? [1:06:41<00:00,  2.66it/s]\nEpoch 0: |          | 10649/? [1:06:41<00:00,  2.66it/s]\nEpoch 0: |          | 10649/? [1:06:41<00:00,  2.66it/s]\nEpoch 0: |          | 10650/? [1:06:41<00:00,  2.66it/s]\nEpoch 0: |          | 10650/? [1:06:41<00:00,  2.66it/s]\nEpoch 0: |          | 10651/? [1:06:42<00:00,  2.66it/s]\nEpoch 0: |          | 10651/? [1:06:42<00:00,  2.66it/s]\nEpoch 0: |          | 10652/? [1:06:42<00:00,  2.66it/s]\nEpoch 0: |          | 10652/? [1:06:42<00:00,  2.66it/s]\nEpoch 0: |          | 10653/? [1:06:42<00:00,  2.66it/s]\nEpoch 0: |          | 10653/? [1:06:42<00:00,  2.66it/s]\nEpoch 0: |          | 10654/? [1:06:43<00:00,  2.66it/s]\nEpoch 0: |          | 10654/? [1:06:43<00:00,  2.66it/s]\nEpoch 0: |          | 10655/? [1:06:43<00:00,  2.66it/s]\nEpoch 0: |          | 10655/? [1:06:43<00:00,  2.66it/s]\nEpoch 0: |          | 10656/? [1:06:43<00:00,  2.66it/s]\nEpoch 0: |          | 10656/? [1:06:43<00:00,  2.66it/s]\nEpoch 0: |          | 10657/? [1:06:44<00:00,  2.66it/s]\nEpoch 0: |          | 10657/? [1:06:44<00:00,  2.66it/s]\nEpoch 0: |          | 10658/? [1:06:44<00:00,  2.66it/s]\nEpoch 0: |          | 10658/? [1:06:44<00:00,  2.66it/s]\nEpoch 0: |          | 10659/? [1:06:44<00:00,  2.66it/s]\nEpoch 0: |          | 10659/? [1:06:44<00:00,  2.66it/s]\nEpoch 0: |          | 10660/? [1:06:44<00:00,  2.66it/s]\nEpoch 0: |          | 10660/? [1:06:44<00:00,  2.66it/s]\nEpoch 0: |          | 10661/? [1:06:45<00:00,  2.66it/s]\nEpoch 0: |          | 10661/? [1:06:45<00:00,  2.66it/s]\nEpoch 0: |          | 10662/? [1:06:45<00:00,  2.66it/s]\nEpoch 0: |          | 10662/? [1:06:45<00:00,  2.66it/s]\nEpoch 0: |          | 10663/? [1:06:45<00:00,  2.66it/s]\nEpoch 0: |          | 10663/? [1:06:45<00:00,  2.66it/s]\nEpoch 0: |          | 10664/? [1:06:46<00:00,  2.66it/s]\nEpoch 0: |          | 10664/? [1:06:46<00:00,  2.66it/s]\nEpoch 0: |          | 10665/? [1:06:46<00:00,  2.66it/s]\nEpoch 0: |          | 10665/? [1:06:46<00:00,  2.66it/s]\nEpoch 0: |          | 10666/? [1:06:46<00:00,  2.66it/s]\nEpoch 0: |          | 10666/? [1:06:46<00:00,  2.66it/s]\nEpoch 0: |          | 10667/? [1:06:47<00:00,  2.66it/s]\nEpoch 0: |          | 10667/? [1:06:47<00:00,  2.66it/s]\nEpoch 0: |          | 10668/? [1:06:47<00:00,  2.66it/s]\nEpoch 0: |          | 10668/? [1:06:47<00:00,  2.66it/s]\nEpoch 0: |          | 10669/? [1:06:47<00:00,  2.66it/s]\nEpoch 0: |          | 10669/? [1:06:47<00:00,  2.66it/s]\nEpoch 0: |          | 10670/? [1:06:47<00:00,  2.66it/s]\nEpoch 0: |          | 10670/? [1:06:47<00:00,  2.66it/s]\nEpoch 0: |          | 10671/? [1:06:48<00:00,  2.66it/s]\nEpoch 0: |          | 10671/? [1:06:48<00:00,  2.66it/s]\nEpoch 0: |          | 10672/? [1:06:48<00:00,  2.66it/s]\nEpoch 0: |          | 10672/? [1:06:48<00:00,  2.66it/s]\nEpoch 0: |          | 10673/? [1:06:48<00:00,  2.66it/s]\nEpoch 0: |          | 10673/? [1:06:48<00:00,  2.66it/s]\nEpoch 0: |          | 10674/? [1:06:49<00:00,  2.66it/s]\nEpoch 0: |          | 10674/? [1:06:49<00:00,  2.66it/s]\nEpoch 0: |          | 10675/? [1:06:49<00:00,  2.66it/s]\nEpoch 0: |          | 10675/? [1:06:49<00:00,  2.66it/s]\nEpoch 0: |          | 10676/? [1:06:49<00:00,  2.66it/s]\nEpoch 0: |          | 10676/? [1:06:49<00:00,  2.66it/s]\nEpoch 0: |          | 10677/? [1:06:50<00:00,  2.66it/s]\nEpoch 0: |          | 10677/? [1:06:50<00:00,  2.66it/s]\nEpoch 0: |          | 10678/? [1:06:50<00:00,  2.66it/s]\nEpoch 0: |          | 10678/? [1:06:50<00:00,  2.66it/s]\nEpoch 0: |          | 10679/? [1:06:50<00:00,  2.66it/s]\nEpoch 0: |          | 10679/? [1:06:50<00:00,  2.66it/s]\nEpoch 0: |          | 10680/? [1:06:51<00:00,  2.66it/s]\nEpoch 0: |          | 10680/? [1:06:51<00:00,  2.66it/s]\nEpoch 0: |          | 10681/? [1:06:51<00:00,  2.66it/s]\nEpoch 0: |          | 10681/? [1:06:51<00:00,  2.66it/s]\nEpoch 0: |          | 10682/? [1:06:51<00:00,  2.66it/s]\nEpoch 0: |          | 10682/? [1:06:51<00:00,  2.66it/s]\nEpoch 0: |          | 10683/? [1:06:51<00:00,  2.66it/s]\nEpoch 0: |          | 10683/? [1:06:51<00:00,  2.66it/s]\nEpoch 0: |          | 10684/? [1:06:52<00:00,  2.66it/s]\nEpoch 0: |          | 10684/? [1:06:52<00:00,  2.66it/s]\nEpoch 0: |          | 10685/? [1:06:52<00:00,  2.66it/s]\nEpoch 0: |          | 10685/? [1:06:52<00:00,  2.66it/s]\nEpoch 0: |          | 10686/? [1:06:52<00:00,  2.66it/s]\nEpoch 0: |          | 10686/? [1:06:52<00:00,  2.66it/s]\nEpoch 0: |          | 10687/? [1:06:53<00:00,  2.66it/s]\nEpoch 0: |          | 10687/? [1:06:53<00:00,  2.66it/s]\nEpoch 0: |          | 10688/? [1:06:53<00:00,  2.66it/s]\nEpoch 0: |          | 10688/? [1:06:53<00:00,  2.66it/s]\nEpoch 0: |          | 10689/? [1:06:53<00:00,  2.66it/s]\nEpoch 0: |          | 10689/? [1:06:53<00:00,  2.66it/s]\nEpoch 0: |          | 10690/? [1:06:54<00:00,  2.66it/s]\nEpoch 0: |          | 10690/? [1:06:54<00:00,  2.66it/s]\nEpoch 0: |          | 10691/? [1:06:54<00:00,  2.66it/s]\nEpoch 0: |          | 10691/? [1:06:54<00:00,  2.66it/s]\nEpoch 0: |          | 10692/? [1:06:54<00:00,  2.66it/s]\nEpoch 0: |          | 10692/? [1:06:54<00:00,  2.66it/s]\nEpoch 0: |          | 10693/? [1:06:55<00:00,  2.66it/s]\nEpoch 0: |          | 10693/? [1:06:55<00:00,  2.66it/s]\nEpoch 0: |          | 10694/? [1:06:55<00:00,  2.66it/s]\nEpoch 0: |          | 10694/? [1:06:55<00:00,  2.66it/s]\nEpoch 0: |          | 10695/? [1:06:55<00:00,  2.66it/s]\nEpoch 0: |          | 10695/? [1:06:55<00:00,  2.66it/s]\nEpoch 0: |          | 10696/? [1:06:55<00:00,  2.66it/s]\nEpoch 0: |          | 10696/? [1:06:55<00:00,  2.66it/s]\nEpoch 0: |          | 10697/? [1:06:56<00:00,  2.66it/s]\nEpoch 0: |          | 10697/? [1:06:56<00:00,  2.66it/s]\nEpoch 0: |          | 10698/? [1:06:56<00:00,  2.66it/s]\nEpoch 0: |          | 10698/? [1:06:56<00:00,  2.66it/s]\nEpoch 0: |          | 10699/? [1:06:56<00:00,  2.66it/s]\nEpoch 0: |          | 10699/? [1:06:56<00:00,  2.66it/s]\nEpoch 0: |          | 10700/? [1:06:57<00:00,  2.66it/s]\nEpoch 0: |          | 10700/? [1:06:57<00:00,  2.66it/s]\nEpoch 0: |          | 10701/? [1:06:57<00:00,  2.66it/s]\nEpoch 0: |          | 10701/? [1:06:57<00:00,  2.66it/s]\nEpoch 0: |          | 10702/? [1:06:57<00:00,  2.66it/s]\nEpoch 0: |          | 10702/? [1:06:57<00:00,  2.66it/s]\nEpoch 0: |          | 10703/? [1:06:58<00:00,  2.66it/s]\nEpoch 0: |          | 10703/? [1:06:58<00:00,  2.66it/s]\nEpoch 0: |          | 10704/? [1:06:58<00:00,  2.66it/s]\nEpoch 0: |          | 10704/? [1:06:58<00:00,  2.66it/s]\nEpoch 0: |          | 10705/? [1:06:58<00:00,  2.66it/s]\nEpoch 0: |          | 10705/? [1:06:58<00:00,  2.66it/s]\nEpoch 0: |          | 10706/? [1:06:58<00:00,  2.66it/s]\nEpoch 0: |          | 10706/? [1:06:58<00:00,  2.66it/s]\nEpoch 0: |          | 10707/? [1:06:59<00:00,  2.66it/s]\nEpoch 0: |          | 10707/? [1:06:59<00:00,  2.66it/s]\nEpoch 0: |          | 10708/? [1:06:59<00:00,  2.66it/s]\nEpoch 0: |          | 10708/? [1:06:59<00:00,  2.66it/s]\nEpoch 0: |          | 10709/? [1:06:59<00:00,  2.66it/s]\nEpoch 0: |          | 10709/? [1:06:59<00:00,  2.66it/s]\nEpoch 0: |          | 10710/? [1:07:00<00:00,  2.66it/s]\nEpoch 0: |          | 10710/? [1:07:00<00:00,  2.66it/s]\nEpoch 0: |          | 10711/? [1:07:00<00:00,  2.66it/s]\nEpoch 0: |          | 10711/? [1:07:00<00:00,  2.66it/s]\nEpoch 0: |          | 10712/? [1:07:00<00:00,  2.66it/s]\nEpoch 0: |          | 10712/? [1:07:00<00:00,  2.66it/s]\nEpoch 0: |          | 10713/? [1:07:01<00:00,  2.66it/s]\nEpoch 0: |          | 10713/? [1:07:01<00:00,  2.66it/s]\nEpoch 0: |          | 10714/? [1:07:01<00:00,  2.66it/s]\nEpoch 0: |          | 10714/? [1:07:01<00:00,  2.66it/s]\nEpoch 0: |          | 10715/? [1:07:01<00:00,  2.66it/s]\nEpoch 0: |          | 10715/? [1:07:01<00:00,  2.66it/s]\nEpoch 0: |          | 10716/? [1:07:02<00:00,  2.66it/s]\nEpoch 0: |          | 10716/? [1:07:02<00:00,  2.66it/s]\nEpoch 0: |          | 10717/? [1:07:02<00:00,  2.66it/s]\nEpoch 0: |          | 10717/? [1:07:02<00:00,  2.66it/s]\nEpoch 0: |          | 10718/? [1:07:02<00:00,  2.66it/s]\nEpoch 0: |          | 10718/? [1:07:02<00:00,  2.66it/s]\nEpoch 0: |          | 10719/? [1:07:02<00:00,  2.66it/s]\nEpoch 0: |          | 10719/? [1:07:02<00:00,  2.66it/s]\nEpoch 0: |          | 10720/? [1:07:03<00:00,  2.66it/s]\nEpoch 0: |          | 10720/? [1:07:03<00:00,  2.66it/s]\nEpoch 0: |          | 10721/? [1:07:03<00:00,  2.66it/s]\nEpoch 0: |          | 10721/? [1:07:03<00:00,  2.66it/s]\nEpoch 0: |          | 10722/? [1:07:03<00:00,  2.66it/s]\nEpoch 0: |          | 10722/? [1:07:03<00:00,  2.66it/s]\nEpoch 0: |          | 10723/? [1:07:04<00:00,  2.66it/s]\nEpoch 0: |          | 10723/? [1:07:04<00:00,  2.66it/s]\nEpoch 0: |          | 10724/? [1:07:04<00:00,  2.66it/s]\nEpoch 0: |          | 10724/? [1:07:04<00:00,  2.66it/s]\nEpoch 0: |          | 10725/? [1:07:04<00:00,  2.66it/s]\nEpoch 0: |          | 10725/? [1:07:04<00:00,  2.66it/s]\nEpoch 0: |          | 10726/? [1:07:05<00:00,  2.66it/s]\nEpoch 0: |          | 10726/? [1:07:05<00:00,  2.66it/s]\nEpoch 0: |          | 10727/? [1:07:05<00:00,  2.66it/s]\nEpoch 0: |          | 10727/? [1:07:05<00:00,  2.66it/s]\nEpoch 0: |          | 10728/? [1:07:05<00:00,  2.66it/s]\nEpoch 0: |          | 10728/? [1:07:05<00:00,  2.66it/s]\nEpoch 0: |          | 10729/? [1:07:06<00:00,  2.66it/s]\nEpoch 0: |          | 10729/? [1:07:06<00:00,  2.66it/s]\nEpoch 0: |          | 10730/? [1:07:06<00:00,  2.66it/s]\nEpoch 0: |          | 10730/? [1:07:06<00:00,  2.66it/s]\nEpoch 0: |          | 10731/? [1:07:06<00:00,  2.66it/s]\nEpoch 0: |          | 10731/? [1:07:06<00:00,  2.66it/s]\nEpoch 0: |          | 10732/? [1:07:06<00:00,  2.67it/s]\nEpoch 0: |          | 10732/? [1:07:06<00:00,  2.67it/s]\nEpoch 0: |          | 10733/? [1:07:07<00:00,  2.67it/s]\nEpoch 0: |          | 10733/? [1:07:07<00:00,  2.67it/s]\nEpoch 0: |          | 10734/? [1:07:07<00:00,  2.67it/s]\nEpoch 0: |          | 10734/? [1:07:07<00:00,  2.67it/s]\nEpoch 0: |          | 10735/? [1:07:07<00:00,  2.67it/s]\nEpoch 0: |          | 10735/? [1:07:07<00:00,  2.67it/s]\nEpoch 0: |          | 10736/? [1:07:08<00:00,  2.67it/s]\nEpoch 0: |          | 10736/? [1:07:08<00:00,  2.67it/s]\nEpoch 0: |          | 10737/? [1:07:08<00:00,  2.67it/s]\nEpoch 0: |          | 10737/? [1:07:08<00:00,  2.67it/s]\nEpoch 0: |          | 10738/? [1:07:08<00:00,  2.67it/s]\nEpoch 0: |          | 10738/? [1:07:08<00:00,  2.67it/s]\nEpoch 0: |          | 10739/? [1:07:09<00:00,  2.67it/s]\nEpoch 0: |          | 10739/? [1:07:09<00:00,  2.67it/s]\nEpoch 0: |          | 10740/? [1:07:09<00:00,  2.67it/s]\nEpoch 0: |          | 10740/? [1:07:09<00:00,  2.67it/s]\nEpoch 0: |          | 10741/? [1:07:09<00:00,  2.67it/s]\nEpoch 0: |          | 10741/? [1:07:09<00:00,  2.67it/s]\nEpoch 0: |          | 10742/? [1:07:10<00:00,  2.67it/s]\nEpoch 0: |          | 10742/? [1:07:10<00:00,  2.67it/s]\nEpoch 0: |          | 10743/? [1:07:10<00:00,  2.67it/s]\nEpoch 0: |          | 10743/? [1:07:10<00:00,  2.67it/s]\nEpoch 0: |          | 10744/? [1:07:10<00:00,  2.67it/s]\nEpoch 0: |          | 10744/? [1:07:10<00:00,  2.67it/s]\nEpoch 0: |          | 10745/? [1:07:10<00:00,  2.67it/s]\nEpoch 0: |          | 10745/? [1:07:10<00:00,  2.67it/s]\nEpoch 0: |          | 10746/? [1:07:11<00:00,  2.67it/s]\nEpoch 0: |          | 10746/? [1:07:11<00:00,  2.67it/s]\nEpoch 0: |          | 10747/? [1:07:11<00:00,  2.67it/s]\nEpoch 0: |          | 10747/? [1:07:11<00:00,  2.67it/s]\nEpoch 0: |          | 10748/? [1:07:11<00:00,  2.67it/s]\nEpoch 0: |          | 10748/? [1:07:11<00:00,  2.67it/s]\nEpoch 0: |          | 10749/? [1:07:12<00:00,  2.67it/s]\nEpoch 0: |          | 10749/? [1:07:12<00:00,  2.67it/s]\nEpoch 0: |          | 10750/? [1:07:12<00:00,  2.67it/s]\nEpoch 0: |          | 10750/? [1:07:12<00:00,  2.67it/s]\nEpoch 0: |          | 10751/? [1:07:12<00:00,  2.67it/s]\nEpoch 0: |          | 10751/? [1:07:12<00:00,  2.67it/s]\nEpoch 0: |          | 10752/? [1:07:13<00:00,  2.67it/s]\nEpoch 0: |          | 10752/? [1:07:13<00:00,  2.67it/s]\nEpoch 0: |          | 10753/? [1:07:13<00:00,  2.67it/s]\nEpoch 0: |          | 10753/? [1:07:13<00:00,  2.67it/s]\nEpoch 0: |          | 10754/? [1:07:13<00:00,  2.67it/s]\nEpoch 0: |          | 10754/? [1:07:13<00:00,  2.67it/s]\nEpoch 0: |          | 10755/? [1:07:14<00:00,  2.67it/s]\nEpoch 0: |          | 10755/? [1:07:14<00:00,  2.67it/s]\nEpoch 0: |          | 10756/? [1:07:14<00:00,  2.67it/s]\nEpoch 0: |          | 10756/? [1:07:14<00:00,  2.67it/s]\nEpoch 0: |          | 10757/? [1:07:14<00:00,  2.67it/s]\nEpoch 0: |          | 10757/? [1:07:14<00:00,  2.67it/s]\nEpoch 0: |          | 10758/? [1:07:15<00:00,  2.67it/s]\nEpoch 0: |          | 10758/? [1:07:15<00:00,  2.67it/s]\nEpoch 0: |          | 10759/? [1:07:15<00:00,  2.67it/s]\nEpoch 0: |          | 10759/? [1:07:15<00:00,  2.67it/s]\nEpoch 0: |          | 10760/? [1:07:15<00:00,  2.67it/s]\nEpoch 0: |          | 10760/? [1:07:15<00:00,  2.67it/s]\nEpoch 0: |          | 10761/? [1:07:15<00:00,  2.67it/s]\nEpoch 0: |          | 10761/? [1:07:15<00:00,  2.67it/s]\nEpoch 0: |          | 10762/? [1:07:16<00:00,  2.67it/s]\nEpoch 0: |          | 10762/? [1:07:16<00:00,  2.67it/s]\nEpoch 0: |          | 10763/? [1:07:16<00:00,  2.67it/s]\nEpoch 0: |          | 10763/? [1:07:16<00:00,  2.67it/s]\nEpoch 0: |          | 10764/? [1:07:16<00:00,  2.67it/s]\nEpoch 0: |          | 10764/? [1:07:16<00:00,  2.67it/s]\nEpoch 0: |          | 10765/? [1:07:17<00:00,  2.67it/s]\nEpoch 0: |          | 10765/? [1:07:17<00:00,  2.67it/s]\nEpoch 0: |          | 10766/? [1:07:17<00:00,  2.67it/s]\nEpoch 0: |          | 10766/? [1:07:17<00:00,  2.67it/s]\nEpoch 0: |          | 10767/? [1:07:17<00:00,  2.67it/s]\nEpoch 0: |          | 10767/? [1:07:17<00:00,  2.67it/s]\nEpoch 0: |          | 10768/? [1:07:18<00:00,  2.67it/s]\nEpoch 0: |          | 10768/? [1:07:18<00:00,  2.67it/s]\nEpoch 0: |          | 10769/? [1:07:18<00:00,  2.67it/s]\nEpoch 0: |          | 10769/? [1:07:18<00:00,  2.67it/s]\nEpoch 0: |          | 10770/? [1:07:18<00:00,  2.67it/s]\nEpoch 0: |          | 10770/? [1:07:18<00:00,  2.67it/s]\nEpoch 0: |          | 10771/? [1:07:18<00:00,  2.67it/s]\nEpoch 0: |          | 10771/? [1:07:18<00:00,  2.67it/s]\nEpoch 0: |          | 10772/? [1:07:19<00:00,  2.67it/s]\nEpoch 0: |          | 10772/? [1:07:19<00:00,  2.67it/s]\nEpoch 0: |          | 10773/? [1:07:19<00:00,  2.67it/s]\nEpoch 0: |          | 10773/? [1:07:19<00:00,  2.67it/s]\nEpoch 0: |          | 10774/? [1:07:19<00:00,  2.67it/s]\nEpoch 0: |          | 10774/? [1:07:19<00:00,  2.67it/s]\nEpoch 0: |          | 10775/? [1:07:20<00:00,  2.67it/s]\nEpoch 0: |          | 10775/? [1:07:20<00:00,  2.67it/s]\nEpoch 0: |          | 10776/? [1:07:20<00:00,  2.67it/s]\nEpoch 0: |          | 10776/? [1:07:20<00:00,  2.67it/s]\nEpoch 0: |          | 10777/? [1:07:20<00:00,  2.67it/s]\nEpoch 0: |          | 10777/? [1:07:20<00:00,  2.67it/s]\nEpoch 0: |          | 10778/? [1:07:21<00:00,  2.67it/s]\nEpoch 0: |          | 10778/? [1:07:21<00:00,  2.67it/s]\nEpoch 0: |          | 10779/? [1:07:21<00:00,  2.67it/s]\nEpoch 0: |          | 10779/? [1:07:21<00:00,  2.67it/s]\nEpoch 0: |          | 10780/? [1:07:21<00:00,  2.67it/s]\nEpoch 0: |          | 10780/? [1:07:21<00:00,  2.67it/s]\nEpoch 0: |          | 10781/? [1:07:22<00:00,  2.67it/s]\nEpoch 0: |          | 10781/? [1:07:22<00:00,  2.67it/s]\nEpoch 0: |          | 10782/? [1:07:22<00:00,  2.67it/s]\nEpoch 0: |          | 10782/? [1:07:22<00:00,  2.67it/s]\nEpoch 0: |          | 10783/? [1:07:22<00:00,  2.67it/s]\nEpoch 0: |          | 10783/? [1:07:22<00:00,  2.67it/s]\nEpoch 0: |          | 10784/? [1:07:22<00:00,  2.67it/s]\nEpoch 0: |          | 10784/? [1:07:22<00:00,  2.67it/s]\nEpoch 0: |          | 10785/? [1:07:23<00:00,  2.67it/s]\nEpoch 0: |          | 10785/? [1:07:23<00:00,  2.67it/s]\nEpoch 0: |          | 10786/? [1:07:23<00:00,  2.67it/s]\nEpoch 0: |          | 10786/? [1:07:23<00:00,  2.67it/s]\nEpoch 0: |          | 10787/? [1:07:23<00:00,  2.67it/s]\nEpoch 0: |          | 10787/? [1:07:23<00:00,  2.67it/s]\nEpoch 0: |          | 10788/? [1:07:24<00:00,  2.67it/s]\nEpoch 0: |          | 10788/? [1:07:24<00:00,  2.67it/s]\nEpoch 0: |          | 10789/? [1:07:24<00:00,  2.67it/s]\nEpoch 0: |          | 10789/? [1:07:24<00:00,  2.67it/s]\nEpoch 0: |          | 10790/? [1:07:24<00:00,  2.67it/s]\nEpoch 0: |          | 10790/? [1:07:24<00:00,  2.67it/s]\nEpoch 0: |          | 10791/? [1:07:25<00:00,  2.67it/s]\nEpoch 0: |          | 10791/? [1:07:25<00:00,  2.67it/s]\nEpoch 0: |          | 10792/? [1:07:25<00:00,  2.67it/s]\nEpoch 0: |          | 10792/? [1:07:25<00:00,  2.67it/s]\nEpoch 0: |          | 10793/? [1:07:25<00:00,  2.67it/s]\nEpoch 0: |          | 10793/? [1:07:25<00:00,  2.67it/s]\nEpoch 0: |          | 10794/? [1:07:26<00:00,  2.67it/s]\nEpoch 0: |          | 10794/? [1:07:26<00:00,  2.67it/s]\nEpoch 0: |          | 10795/? [1:07:26<00:00,  2.67it/s]\nEpoch 0: |          | 10795/? [1:07:26<00:00,  2.67it/s]\nEpoch 0: |          | 10796/? [1:07:26<00:00,  2.67it/s]\nEpoch 0: |          | 10796/? [1:07:26<00:00,  2.67it/s]\nEpoch 0: |          | 10797/? [1:07:27<00:00,  2.67it/s]\nEpoch 0: |          | 10797/? [1:07:27<00:00,  2.67it/s]\nEpoch 0: |          | 10798/? [1:07:27<00:00,  2.67it/s]\nEpoch 0: |          | 10798/? [1:07:27<00:00,  2.67it/s]\nEpoch 0: |          | 10799/? [1:07:27<00:00,  2.67it/s]\nEpoch 0: |          | 10799/? [1:07:27<00:00,  2.67it/s]\nEpoch 0: |          | 10800/? [1:07:28<00:00,  2.67it/s]\nEpoch 0: |          | 10800/? [1:07:28<00:00,  2.67it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 17.36it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.36it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.24it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.20it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 10800/? [1:07:28<00:00,  2.67it/s]\nEpoch 0: |          | 10801/? [1:07:28<00:00,  2.67it/s]\nEpoch 0: |          | 10801/? [1:07:28<00:00,  2.67it/s]\nEpoch 0: |          | 10802/? [1:07:28<00:00,  2.67it/s]\nEpoch 0: |          | 10802/? [1:07:28<00:00,  2.67it/s]\nEpoch 0: |          | 10803/? [1:07:29<00:00,  2.67it/s]\nEpoch 0: |          | 10803/? [1:07:29<00:00,  2.67it/s]\nEpoch 0: |          | 10804/? [1:07:29<00:00,  2.67it/s]\nEpoch 0: |          | 10804/? [1:07:29<00:00,  2.67it/s]\nEpoch 0: |          | 10805/? [1:07:29<00:00,  2.67it/s]\nEpoch 0: |          | 10805/? [1:07:29<00:00,  2.67it/s]\nEpoch 0: |          | 10806/? [1:07:30<00:00,  2.67it/s]\nEpoch 0: |          | 10806/? [1:07:30<00:00,  2.67it/s]\nEpoch 0: |          | 10807/? [1:07:30<00:00,  2.67it/s]\nEpoch 0: |          | 10807/? [1:07:30<00:00,  2.67it/s]\nEpoch 0: |          | 10808/? [1:07:30<00:00,  2.67it/s]\nEpoch 0: |          | 10808/? [1:07:30<00:00,  2.67it/s]\nEpoch 0: |          | 10809/? [1:07:31<00:00,  2.67it/s]\nEpoch 0: |          | 10809/? [1:07:31<00:00,  2.67it/s]\nEpoch 0: |          | 10810/? [1:07:31<00:00,  2.67it/s]\nEpoch 0: |          | 10810/? [1:07:31<00:00,  2.67it/s]\nEpoch 0: |          | 10811/? [1:07:31<00:00,  2.67it/s]\nEpoch 0: |          | 10811/? [1:07:31<00:00,  2.67it/s]\nEpoch 0: |          | 10812/? [1:07:31<00:00,  2.67it/s]\nEpoch 0: |          | 10812/? [1:07:31<00:00,  2.67it/s]\nEpoch 0: |          | 10813/? [1:07:32<00:00,  2.67it/s]\nEpoch 0: |          | 10813/? [1:07:32<00:00,  2.67it/s]\nEpoch 0: |          | 10814/? [1:07:32<00:00,  2.67it/s]\nEpoch 0: |          | 10814/? [1:07:32<00:00,  2.67it/s]\nEpoch 0: |          | 10815/? [1:07:32<00:00,  2.67it/s]\nEpoch 0: |          | 10815/? [1:07:32<00:00,  2.67it/s]\nEpoch 0: |          | 10816/? [1:07:33<00:00,  2.67it/s]\nEpoch 0: |          | 10816/? [1:07:33<00:00,  2.67it/s]\nEpoch 0: |          | 10817/? [1:07:33<00:00,  2.67it/s]\nEpoch 0: |          | 10817/? [1:07:33<00:00,  2.67it/s]\nEpoch 0: |          | 10818/? [1:07:33<00:00,  2.67it/s]\nEpoch 0: |          | 10818/? [1:07:33<00:00,  2.67it/s]\nEpoch 0: |          | 10819/? [1:07:34<00:00,  2.67it/s]\nEpoch 0: |          | 10819/? [1:07:34<00:00,  2.67it/s]\nEpoch 0: |          | 10820/? [1:07:34<00:00,  2.67it/s]\nEpoch 0: |          | 10820/? [1:07:34<00:00,  2.67it/s]\nEpoch 0: |          | 10821/? [1:07:34<00:00,  2.67it/s]\nEpoch 0: |          | 10821/? [1:07:34<00:00,  2.67it/s]\nEpoch 0: |          | 10822/? [1:07:35<00:00,  2.67it/s]\nEpoch 0: |          | 10822/? [1:07:35<00:00,  2.67it/s]\nEpoch 0: |          | 10823/? [1:07:35<00:00,  2.67it/s]\nEpoch 0: |          | 10823/? [1:07:35<00:00,  2.67it/s]\nEpoch 0: |          | 10824/? [1:07:35<00:00,  2.67it/s]\nEpoch 0: |          | 10824/? [1:07:35<00:00,  2.67it/s]\nEpoch 0: |          | 10825/? [1:07:35<00:00,  2.67it/s]\nEpoch 0: |          | 10825/? [1:07:35<00:00,  2.67it/s]\nEpoch 0: |          | 10826/? [1:07:36<00:00,  2.67it/s]\nEpoch 0: |          | 10826/? [1:07:36<00:00,  2.67it/s]\nEpoch 0: |          | 10827/? [1:07:36<00:00,  2.67it/s]\nEpoch 0: |          | 10827/? [1:07:36<00:00,  2.67it/s]\nEpoch 0: |          | 10828/? [1:07:36<00:00,  2.67it/s]\nEpoch 0: |          | 10828/? [1:07:36<00:00,  2.67it/s]\nEpoch 0: |          | 10829/? [1:07:37<00:00,  2.67it/s]\nEpoch 0: |          | 10829/? [1:07:37<00:00,  2.67it/s]\nEpoch 0: |          | 10830/? [1:07:37<00:00,  2.67it/s]\nEpoch 0: |          | 10830/? [1:07:37<00:00,  2.67it/s]\nEpoch 0: |          | 10831/? [1:07:37<00:00,  2.67it/s]\nEpoch 0: |          | 10831/? [1:07:37<00:00,  2.67it/s]\nEpoch 0: |          | 10832/? [1:07:38<00:00,  2.67it/s]\nEpoch 0: |          | 10832/? [1:07:38<00:00,  2.67it/s]\nEpoch 0: |          | 10833/? [1:07:38<00:00,  2.67it/s]\nEpoch 0: |          | 10833/? [1:07:38<00:00,  2.67it/s]\nEpoch 0: |          | 10834/? [1:07:38<00:00,  2.67it/s]\nEpoch 0: |          | 10834/? [1:07:38<00:00,  2.67it/s]\nEpoch 0: |          | 10835/? [1:07:39<00:00,  2.67it/s]\nEpoch 0: |          | 10835/? [1:07:39<00:00,  2.67it/s]\nEpoch 0: |          | 10836/? [1:07:39<00:00,  2.67it/s]\nEpoch 0: |          | 10836/? [1:07:39<00:00,  2.67it/s]\nEpoch 0: |          | 10837/? [1:07:39<00:00,  2.67it/s]\nEpoch 0: |          | 10837/? [1:07:39<00:00,  2.67it/s]\nEpoch 0: |          | 10838/? [1:07:40<00:00,  2.67it/s]\nEpoch 0: |          | 10838/? [1:07:40<00:00,  2.67it/s]\nEpoch 0: |          | 10839/? [1:07:40<00:00,  2.67it/s]\nEpoch 0: |          | 10839/? [1:07:40<00:00,  2.67it/s]\nEpoch 0: |          | 10840/? [1:07:40<00:00,  2.67it/s]\nEpoch 0: |          | 10840/? [1:07:40<00:00,  2.67it/s]\nEpoch 0: |          | 10841/? [1:07:40<00:00,  2.67it/s]\nEpoch 0: |          | 10841/? [1:07:40<00:00,  2.67it/s]\nEpoch 0: |          | 10842/? [1:07:41<00:00,  2.67it/s]\nEpoch 0: |          | 10842/? [1:07:41<00:00,  2.67it/s]\nEpoch 0: |          | 10843/? [1:07:41<00:00,  2.67it/s]\nEpoch 0: |          | 10843/? [1:07:41<00:00,  2.67it/s]\nEpoch 0: |          | 10844/? [1:07:41<00:00,  2.67it/s]\nEpoch 0: |          | 10844/? [1:07:41<00:00,  2.67it/s]\nEpoch 0: |          | 10845/? [1:07:42<00:00,  2.67it/s]\nEpoch 0: |          | 10845/? [1:07:42<00:00,  2.67it/s]\nEpoch 0: |          | 10846/? [1:07:42<00:00,  2.67it/s]\nEpoch 0: |          | 10846/? [1:07:42<00:00,  2.67it/s]\nEpoch 0: |          | 10847/? [1:07:42<00:00,  2.67it/s]\nEpoch 0: |          | 10847/? [1:07:42<00:00,  2.67it/s]\nEpoch 0: |          | 10848/? [1:07:43<00:00,  2.67it/s]\nEpoch 0: |          | 10848/? [1:07:43<00:00,  2.67it/s]\nEpoch 0: |          | 10849/? [1:07:43<00:00,  2.67it/s]\nEpoch 0: |          | 10849/? [1:07:43<00:00,  2.67it/s]\nEpoch 0: |          | 10850/? [1:07:43<00:00,  2.67it/s]\nEpoch 0: |          | 10850/? [1:07:43<00:00,  2.67it/s]\nEpoch 0: |          | 10851/? [1:07:44<00:00,  2.67it/s]\nEpoch 0: |          | 10851/? [1:07:44<00:00,  2.67it/s]\nEpoch 0: |          | 10852/? [1:07:44<00:00,  2.67it/s]\nEpoch 0: |          | 10852/? [1:07:44<00:00,  2.67it/s]\nEpoch 0: |          | 10853/? [1:07:44<00:00,  2.67it/s]\nEpoch 0: |          | 10853/? [1:07:44<00:00,  2.67it/s]\nEpoch 0: |          | 10854/? [1:07:44<00:00,  2.67it/s]\nEpoch 0: |          | 10854/? [1:07:44<00:00,  2.67it/s]\nEpoch 0: |          | 10855/? [1:07:45<00:00,  2.67it/s]\nEpoch 0: |          | 10855/? [1:07:45<00:00,  2.67it/s]\nEpoch 0: |          | 10856/? [1:07:45<00:00,  2.67it/s]\nEpoch 0: |          | 10856/? [1:07:45<00:00,  2.67it/s]\nEpoch 0: |          | 10857/? [1:07:45<00:00,  2.67it/s]\nEpoch 0: |          | 10857/? [1:07:45<00:00,  2.67it/s]\nEpoch 0: |          | 10858/? [1:07:46<00:00,  2.67it/s]\nEpoch 0: |          | 10858/? [1:07:46<00:00,  2.67it/s]\nEpoch 0: |          | 10859/? [1:07:46<00:00,  2.67it/s]\nEpoch 0: |          | 10859/? [1:07:46<00:00,  2.67it/s]\nEpoch 0: |          | 10860/? [1:07:46<00:00,  2.67it/s]\nEpoch 0: |          | 10860/? [1:07:46<00:00,  2.67it/s]\nEpoch 0: |          | 10861/? [1:07:47<00:00,  2.67it/s]\nEpoch 0: |          | 10861/? [1:07:47<00:00,  2.67it/s]\nEpoch 0: |          | 10862/? [1:07:47<00:00,  2.67it/s]\nEpoch 0: |          | 10862/? [1:07:47<00:00,  2.67it/s]\nEpoch 0: |          | 10863/? [1:07:47<00:00,  2.67it/s]\nEpoch 0: |          | 10863/? [1:07:47<00:00,  2.67it/s]\nEpoch 0: |          | 10864/? [1:07:47<00:00,  2.67it/s]\nEpoch 0: |          | 10864/? [1:07:47<00:00,  2.67it/s]\nEpoch 0: |          | 10865/? [1:07:48<00:00,  2.67it/s]\nEpoch 0: |          | 10865/? [1:07:48<00:00,  2.67it/s]\nEpoch 0: |          | 10866/? [1:07:48<00:00,  2.67it/s]\nEpoch 0: |          | 10866/? [1:07:48<00:00,  2.67it/s]\nEpoch 0: |          | 10867/? [1:07:48<00:00,  2.67it/s]\nEpoch 0: |          | 10867/? [1:07:48<00:00,  2.67it/s]\nEpoch 0: |          | 10868/? [1:07:49<00:00,  2.67it/s]\nEpoch 0: |          | 10868/? [1:07:49<00:00,  2.67it/s]\nEpoch 0: |          | 10869/? [1:07:49<00:00,  2.67it/s]\nEpoch 0: |          | 10869/? [1:07:49<00:00,  2.67it/s]\nEpoch 0: |          | 10870/? [1:07:49<00:00,  2.67it/s]\nEpoch 0: |          | 10870/? [1:07:49<00:00,  2.67it/s]\nEpoch 0: |          | 10871/? [1:07:50<00:00,  2.67it/s]\nEpoch 0: |          | 10871/? [1:07:50<00:00,  2.67it/s]\nEpoch 0: |          | 10872/? [1:07:50<00:00,  2.67it/s]\nEpoch 0: |          | 10872/? [1:07:50<00:00,  2.67it/s]\nEpoch 0: |          | 10873/? [1:07:50<00:00,  2.67it/s]\nEpoch 0: |          | 10873/? [1:07:50<00:00,  2.67it/s]\nEpoch 0: |          | 10874/? [1:07:51<00:00,  2.67it/s]\nEpoch 0: |          | 10874/? [1:07:51<00:00,  2.67it/s]\nEpoch 0: |          | 10875/? [1:07:51<00:00,  2.67it/s]\nEpoch 0: |          | 10875/? [1:07:51<00:00,  2.67it/s]\nEpoch 0: |          | 10876/? [1:07:51<00:00,  2.67it/s]\nEpoch 0: |          | 10876/? [1:07:51<00:00,  2.67it/s]\nEpoch 0: |          | 10877/? [1:07:52<00:00,  2.67it/s]\nEpoch 0: |          | 10877/? [1:07:52<00:00,  2.67it/s]\nEpoch 0: |          | 10878/? [1:07:52<00:00,  2.67it/s]\nEpoch 0: |          | 10878/? [1:07:52<00:00,  2.67it/s]\nEpoch 0: |          | 10879/? [1:07:52<00:00,  2.67it/s]\nEpoch 0: |          | 10879/? [1:07:52<00:00,  2.67it/s]\nEpoch 0: |          | 10880/? [1:07:52<00:00,  2.67it/s]\nEpoch 0: |          | 10880/? [1:07:52<00:00,  2.67it/s]\nEpoch 0: |          | 10881/? [1:07:53<00:00,  2.67it/s]\nEpoch 0: |          | 10881/? [1:07:53<00:00,  2.67it/s]\nEpoch 0: |          | 10882/? [1:07:53<00:00,  2.67it/s]\nEpoch 0: |          | 10882/? [1:07:53<00:00,  2.67it/s]\nEpoch 0: |          | 10883/? [1:07:53<00:00,  2.67it/s]\nEpoch 0: |          | 10883/? [1:07:53<00:00,  2.67it/s]\nEpoch 0: |          | 10884/? [1:07:54<00:00,  2.67it/s]\nEpoch 0: |          | 10884/? [1:07:54<00:00,  2.67it/s]\nEpoch 0: |          | 10885/? [1:07:54<00:00,  2.67it/s]\nEpoch 0: |          | 10885/? [1:07:54<00:00,  2.67it/s]\nEpoch 0: |          | 10886/? [1:07:54<00:00,  2.67it/s]\nEpoch 0: |          | 10886/? [1:07:54<00:00,  2.67it/s]\nEpoch 0: |          | 10887/? [1:07:55<00:00,  2.67it/s]\nEpoch 0: |          | 10887/? [1:07:55<00:00,  2.67it/s]\nEpoch 0: |          | 10888/? [1:07:55<00:00,  2.67it/s]\nEpoch 0: |          | 10888/? [1:07:55<00:00,  2.67it/s]\nEpoch 0: |          | 10889/? [1:07:55<00:00,  2.67it/s]\nEpoch 0: |          | 10889/? [1:07:55<00:00,  2.67it/s]\nEpoch 0: |          | 10890/? [1:07:55<00:00,  2.67it/s]\nEpoch 0: |          | 10890/? [1:07:56<00:00,  2.67it/s]\nEpoch 0: |          | 10891/? [1:07:56<00:00,  2.67it/s]\nEpoch 0: |          | 10891/? [1:07:56<00:00,  2.67it/s]\nEpoch 0: |          | 10892/? [1:07:56<00:00,  2.67it/s]\nEpoch 0: |          | 10892/? [1:07:56<00:00,  2.67it/s]\nEpoch 0: |          | 10893/? [1:07:56<00:00,  2.67it/s]\nEpoch 0: |          | 10893/? [1:07:56<00:00,  2.67it/s]\nEpoch 0: |          | 10894/? [1:07:57<00:00,  2.67it/s]\nEpoch 0: |          | 10894/? [1:07:57<00:00,  2.67it/s]\nEpoch 0: |          | 10895/? [1:07:57<00:00,  2.67it/s]\nEpoch 0: |          | 10895/? [1:07:57<00:00,  2.67it/s]\nEpoch 0: |          | 10896/? [1:07:57<00:00,  2.67it/s]\nEpoch 0: |          | 10896/? [1:07:57<00:00,  2.67it/s]\nEpoch 0: |          | 10897/? [1:07:58<00:00,  2.67it/s]\nEpoch 0: |          | 10897/? [1:07:58<00:00,  2.67it/s]\nEpoch 0: |          | 10898/? [1:07:58<00:00,  2.67it/s]\nEpoch 0: |          | 10898/? [1:07:58<00:00,  2.67it/s]\nEpoch 0: |          | 10899/? [1:07:58<00:00,  2.67it/s]\nEpoch 0: |          | 10899/? [1:07:58<00:00,  2.67it/s]\nEpoch 0: |          | 10900/? [1:07:59<00:00,  2.67it/s]\nEpoch 0: |          | 10900/? [1:07:59<00:00,  2.67it/s]\nEpoch 0: |          | 10901/? [1:07:59<00:00,  2.67it/s]\nEpoch 0: |          | 10901/? [1:07:59<00:00,  2.67it/s]\nEpoch 0: |          | 10902/? [1:07:59<00:00,  2.67it/s]\nEpoch 0: |          | 10902/? [1:07:59<00:00,  2.67it/s]\nEpoch 0: |          | 10903/? [1:07:59<00:00,  2.67it/s]\nEpoch 0: |          | 10903/? [1:07:59<00:00,  2.67it/s]\nEpoch 0: |          | 10904/? [1:08:00<00:00,  2.67it/s]\nEpoch 0: |          | 10904/? [1:08:00<00:00,  2.67it/s]\nEpoch 0: |          | 10905/? [1:08:00<00:00,  2.67it/s]\nEpoch 0: |          | 10905/? [1:08:00<00:00,  2.67it/s]\nEpoch 0: |          | 10906/? [1:08:00<00:00,  2.67it/s]\nEpoch 0: |          | 10906/? [1:08:00<00:00,  2.67it/s]\nEpoch 0: |          | 10907/? [1:08:01<00:00,  2.67it/s]\nEpoch 0: |          | 10907/? [1:08:01<00:00,  2.67it/s]\nEpoch 0: |          | 10908/? [1:08:01<00:00,  2.67it/s]\nEpoch 0: |          | 10908/? [1:08:01<00:00,  2.67it/s]\nEpoch 0: |          | 10909/? [1:08:01<00:00,  2.67it/s]\nEpoch 0: |          | 10909/? [1:08:01<00:00,  2.67it/s]\nEpoch 0: |          | 10910/? [1:08:02<00:00,  2.67it/s]\nEpoch 0: |          | 10910/? [1:08:02<00:00,  2.67it/s]\nEpoch 0: |          | 10911/? [1:08:02<00:00,  2.67it/s]\nEpoch 0: |          | 10911/? [1:08:02<00:00,  2.67it/s]\nEpoch 0: |          | 10912/? [1:08:02<00:00,  2.67it/s]\nEpoch 0: |          | 10912/? [1:08:02<00:00,  2.67it/s]\nEpoch 0: |          | 10913/? [1:08:03<00:00,  2.67it/s]\nEpoch 0: |          | 10913/? [1:08:03<00:00,  2.67it/s]\nEpoch 0: |          | 10914/? [1:08:03<00:00,  2.67it/s]\nEpoch 0: |          | 10914/? [1:08:03<00:00,  2.67it/s]\nEpoch 0: |          | 10915/? [1:08:03<00:00,  2.67it/s]\nEpoch 0: |          | 10915/? [1:08:03<00:00,  2.67it/s]\nEpoch 0: |          | 10916/? [1:08:03<00:00,  2.67it/s]\nEpoch 0: |          | 10916/? [1:08:03<00:00,  2.67it/s]\nEpoch 0: |          | 10917/? [1:08:04<00:00,  2.67it/s]\nEpoch 0: |          | 10917/? [1:08:04<00:00,  2.67it/s]\nEpoch 0: |          | 10918/? [1:08:04<00:00,  2.67it/s]\nEpoch 0: |          | 10918/? [1:08:04<00:00,  2.67it/s]\nEpoch 0: |          | 10919/? [1:08:04<00:00,  2.67it/s]\nEpoch 0: |          | 10919/? [1:08:04<00:00,  2.67it/s]\nEpoch 0: |          | 10920/? [1:08:05<00:00,  2.67it/s]\nEpoch 0: |          | 10920/? [1:08:05<00:00,  2.67it/s]\nEpoch 0: |          | 10921/? [1:08:05<00:00,  2.67it/s]\nEpoch 0: |          | 10921/? [1:08:05<00:00,  2.67it/s]\nEpoch 0: |          | 10922/? [1:08:05<00:00,  2.67it/s]\nEpoch 0: |          | 10922/? [1:08:05<00:00,  2.67it/s]\nEpoch 0: |          | 10923/? [1:08:06<00:00,  2.67it/s]\nEpoch 0: |          | 10923/? [1:08:06<00:00,  2.67it/s]\nEpoch 0: |          | 10924/? [1:08:06<00:00,  2.67it/s]\nEpoch 0: |          | 10924/? [1:08:06<00:00,  2.67it/s]\nEpoch 0: |          | 10925/? [1:08:06<00:00,  2.67it/s]\nEpoch 0: |          | 10925/? [1:08:06<00:00,  2.67it/s]\nEpoch 0: |          | 10926/? [1:08:07<00:00,  2.67it/s]\nEpoch 0: |          | 10926/? [1:08:07<00:00,  2.67it/s]\nEpoch 0: |          | 10927/? [1:08:07<00:00,  2.67it/s]\nEpoch 0: |          | 10927/? [1:08:07<00:00,  2.67it/s]\nEpoch 0: |          | 10928/? [1:08:07<00:00,  2.67it/s]\nEpoch 0: |          | 10928/? [1:08:07<00:00,  2.67it/s]\nEpoch 0: |          | 10929/? [1:08:07<00:00,  2.67it/s]\nEpoch 0: |          | 10929/? [1:08:07<00:00,  2.67it/s]\nEpoch 0: |          | 10930/? [1:08:08<00:00,  2.67it/s]\nEpoch 0: |          | 10930/? [1:08:08<00:00,  2.67it/s]\nEpoch 0: |          | 10931/? [1:08:08<00:00,  2.67it/s]\nEpoch 0: |          | 10931/? [1:08:08<00:00,  2.67it/s]\nEpoch 0: |          | 10932/? [1:08:08<00:00,  2.67it/s]\nEpoch 0: |          | 10932/? [1:08:08<00:00,  2.67it/s]\nEpoch 0: |          | 10933/? [1:08:09<00:00,  2.67it/s]\nEpoch 0: |          | 10933/? [1:08:09<00:00,  2.67it/s]\nEpoch 0: |          | 10934/? [1:08:09<00:00,  2.67it/s]\nEpoch 0: |          | 10934/? [1:08:09<00:00,  2.67it/s]\nEpoch 0: |          | 10935/? [1:08:09<00:00,  2.67it/s]\nEpoch 0: |          | 10935/? [1:08:09<00:00,  2.67it/s]\nEpoch 0: |          | 10936/? [1:08:10<00:00,  2.67it/s]\nEpoch 0: |          | 10936/? [1:08:10<00:00,  2.67it/s]\nEpoch 0: |          | 10937/? [1:08:10<00:00,  2.67it/s]\nEpoch 0: |          | 10937/? [1:08:10<00:00,  2.67it/s]\nEpoch 0: |          | 10938/? [1:08:10<00:00,  2.67it/s]\nEpoch 0: |          | 10938/? [1:08:10<00:00,  2.67it/s]\nEpoch 0: |          | 10939/? [1:08:11<00:00,  2.67it/s]\nEpoch 0: |          | 10939/? [1:08:11<00:00,  2.67it/s]\nEpoch 0: |          | 10940/? [1:08:11<00:00,  2.67it/s]\nEpoch 0: |          | 10940/? [1:08:11<00:00,  2.67it/s]\nEpoch 0: |          | 10941/? [1:08:11<00:00,  2.67it/s]\nEpoch 0: |          | 10941/? [1:08:11<00:00,  2.67it/s]\nEpoch 0: |          | 10942/? [1:08:11<00:00,  2.67it/s]\nEpoch 0: |          | 10942/? [1:08:11<00:00,  2.67it/s]\nEpoch 0: |          | 10943/? [1:08:12<00:00,  2.67it/s]\nEpoch 0: |          | 10943/? [1:08:12<00:00,  2.67it/s]\nEpoch 0: |          | 10944/? [1:08:12<00:00,  2.67it/s]\nEpoch 0: |          | 10944/? [1:08:12<00:00,  2.67it/s]\nEpoch 0: |          | 10945/? [1:08:12<00:00,  2.67it/s]\nEpoch 0: |          | 10945/? [1:08:12<00:00,  2.67it/s]\nEpoch 0: |          | 10946/? [1:08:13<00:00,  2.67it/s]\nEpoch 0: |          | 10946/? [1:08:13<00:00,  2.67it/s]\nEpoch 0: |          | 10947/? [1:08:13<00:00,  2.67it/s]\nEpoch 0: |          | 10947/? [1:08:13<00:00,  2.67it/s]\nEpoch 0: |          | 10948/? [1:08:13<00:00,  2.67it/s]\nEpoch 0: |          | 10948/? [1:08:13<00:00,  2.67it/s]\nEpoch 0: |          | 10949/? [1:08:14<00:00,  2.67it/s]\nEpoch 0: |          | 10949/? [1:08:14<00:00,  2.67it/s]\nEpoch 0: |          | 10950/? [1:08:14<00:00,  2.67it/s]\nEpoch 0: |          | 10950/? [1:08:14<00:00,  2.67it/s]\nEpoch 0: |          | 10951/? [1:08:14<00:00,  2.67it/s]\nEpoch 0: |          | 10951/? [1:08:14<00:00,  2.67it/s]\nEpoch 0: |          | 10952/? [1:08:15<00:00,  2.67it/s]\nEpoch 0: |          | 10952/? [1:08:15<00:00,  2.67it/s]\nEpoch 0: |          | 10953/? [1:08:15<00:00,  2.67it/s]\nEpoch 0: |          | 10953/? [1:08:15<00:00,  2.67it/s]\nEpoch 0: |          | 10954/? [1:08:15<00:00,  2.67it/s]\nEpoch 0: |          | 10954/? [1:08:15<00:00,  2.67it/s]\nEpoch 0: |          | 10955/? [1:08:16<00:00,  2.67it/s]\nEpoch 0: |          | 10955/? [1:08:16<00:00,  2.67it/s]\nEpoch 0: |          | 10956/? [1:08:16<00:00,  2.67it/s]\nEpoch 0: |          | 10956/? [1:08:16<00:00,  2.67it/s]\nEpoch 0: |          | 10957/? [1:08:16<00:00,  2.67it/s]\nEpoch 0: |          | 10957/? [1:08:16<00:00,  2.67it/s]\nEpoch 0: |          | 10958/? [1:08:16<00:00,  2.67it/s]\nEpoch 0: |          | 10958/? [1:08:16<00:00,  2.67it/s]\nEpoch 0: |          | 10959/? [1:08:17<00:00,  2.67it/s]\nEpoch 0: |          | 10959/? [1:08:17<00:00,  2.67it/s]\nEpoch 0: |          | 10960/? [1:08:17<00:00,  2.67it/s]\nEpoch 0: |          | 10960/? [1:08:17<00:00,  2.67it/s]\nEpoch 0: |          | 10961/? [1:08:17<00:00,  2.67it/s]\nEpoch 0: |          | 10961/? [1:08:17<00:00,  2.67it/s]\nEpoch 0: |          | 10962/? [1:08:18<00:00,  2.67it/s]\nEpoch 0: |          | 10962/? [1:08:18<00:00,  2.67it/s]\nEpoch 0: |          | 10963/? [1:08:18<00:00,  2.67it/s]\nEpoch 0: |          | 10963/? [1:08:18<00:00,  2.67it/s]\nEpoch 0: |          | 10964/? [1:08:18<00:00,  2.68it/s]\nEpoch 0: |          | 10964/? [1:08:18<00:00,  2.68it/s]\nEpoch 0: |          | 10965/? [1:08:18<00:00,  2.68it/s]\nEpoch 0: |          | 10965/? [1:08:18<00:00,  2.68it/s]\nEpoch 0: |          | 10966/? [1:08:19<00:00,  2.68it/s]\nEpoch 0: |          | 10966/? [1:08:19<00:00,  2.68it/s]\nEpoch 0: |          | 10967/? [1:08:19<00:00,  2.68it/s]\nEpoch 0: |          | 10967/? [1:08:19<00:00,  2.68it/s]\nEpoch 0: |          | 10968/? [1:08:19<00:00,  2.68it/s]\nEpoch 0: |          | 10968/? [1:08:19<00:00,  2.68it/s]\nEpoch 0: |          | 10969/? [1:08:20<00:00,  2.68it/s]\nEpoch 0: |          | 10969/? [1:08:20<00:00,  2.68it/s]\nEpoch 0: |          | 10970/? [1:08:20<00:00,  2.68it/s]\nEpoch 0: |          | 10970/? [1:08:20<00:00,  2.68it/s]\nEpoch 0: |          | 10971/? [1:08:20<00:00,  2.68it/s]\nEpoch 0: |          | 10971/? [1:08:20<00:00,  2.68it/s]\nEpoch 0: |          | 10972/? [1:08:21<00:00,  2.68it/s]\nEpoch 0: |          | 10972/? [1:08:21<00:00,  2.68it/s]\nEpoch 0: |          | 10973/? [1:08:21<00:00,  2.68it/s]\nEpoch 0: |          | 10973/? [1:08:21<00:00,  2.68it/s]\nEpoch 0: |          | 10974/? [1:08:21<00:00,  2.68it/s]\nEpoch 0: |          | 10974/? [1:08:21<00:00,  2.68it/s]\nEpoch 0: |          | 10975/? [1:08:22<00:00,  2.68it/s]\nEpoch 0: |          | 10975/? [1:08:22<00:00,  2.68it/s]\nEpoch 0: |          | 10976/? [1:08:22<00:00,  2.68it/s]\nEpoch 0: |          | 10976/? [1:08:22<00:00,  2.68it/s]\nEpoch 0: |          | 10977/? [1:08:22<00:00,  2.68it/s]\nEpoch 0: |          | 10977/? [1:08:22<00:00,  2.68it/s]\nEpoch 0: |          | 10978/? [1:08:22<00:00,  2.68it/s]\nEpoch 0: |          | 10978/? [1:08:22<00:00,  2.68it/s]\nEpoch 0: |          | 10979/? [1:08:23<00:00,  2.68it/s]\nEpoch 0: |          | 10979/? [1:08:23<00:00,  2.68it/s]\nEpoch 0: |          | 10980/? [1:08:23<00:00,  2.68it/s]\nEpoch 0: |          | 10980/? [1:08:23<00:00,  2.68it/s]\nEpoch 0: |          | 10981/? [1:08:23<00:00,  2.68it/s]\nEpoch 0: |          | 10981/? [1:08:23<00:00,  2.68it/s]\nEpoch 0: |          | 10982/? [1:08:24<00:00,  2.68it/s]\nEpoch 0: |          | 10982/? [1:08:24<00:00,  2.68it/s]\nEpoch 0: |          | 10983/? [1:08:24<00:00,  2.68it/s]\nEpoch 0: |          | 10983/? [1:08:24<00:00,  2.68it/s]\nEpoch 0: |          | 10984/? [1:08:24<00:00,  2.68it/s]\nEpoch 0: |          | 10984/? [1:08:24<00:00,  2.68it/s]\nEpoch 0: |          | 10985/? [1:08:25<00:00,  2.68it/s]\nEpoch 0: |          | 10985/? [1:08:25<00:00,  2.68it/s]\nEpoch 0: |          | 10986/? [1:08:25<00:00,  2.68it/s]\nEpoch 0: |          | 10986/? [1:08:25<00:00,  2.68it/s]\nEpoch 0: |          | 10987/? [1:08:25<00:00,  2.68it/s]\nEpoch 0: |          | 10987/? [1:08:25<00:00,  2.68it/s]\nEpoch 0: |          | 10988/? [1:08:25<00:00,  2.68it/s]\nEpoch 0: |          | 10988/? [1:08:25<00:00,  2.68it/s]\nEpoch 0: |          | 10989/? [1:08:26<00:00,  2.68it/s]\nEpoch 0: |          | 10989/? [1:08:26<00:00,  2.68it/s]\nEpoch 0: |          | 10990/? [1:08:26<00:00,  2.68it/s]\nEpoch 0: |          | 10990/? [1:08:26<00:00,  2.68it/s]\nEpoch 0: |          | 10991/? [1:08:26<00:00,  2.68it/s]\nEpoch 0: |          | 10991/? [1:08:26<00:00,  2.68it/s]\nEpoch 0: |          | 10992/? [1:08:27<00:00,  2.68it/s]\nEpoch 0: |          | 10992/? [1:08:27<00:00,  2.68it/s]\nEpoch 0: |          | 10993/? [1:08:27<00:00,  2.68it/s]\nEpoch 0: |          | 10993/? [1:08:27<00:00,  2.68it/s]\nEpoch 0: |          | 10994/? [1:08:27<00:00,  2.68it/s]\nEpoch 0: |          | 10994/? [1:08:27<00:00,  2.68it/s]\nEpoch 0: |          | 10995/? [1:08:28<00:00,  2.68it/s]\nEpoch 0: |          | 10995/? [1:08:28<00:00,  2.68it/s]\nEpoch 0: |          | 10996/? [1:08:28<00:00,  2.68it/s]\nEpoch 0: |          | 10996/? [1:08:28<00:00,  2.68it/s]\nEpoch 0: |          | 10997/? [1:08:28<00:00,  2.68it/s]\nEpoch 0: |          | 10997/? [1:08:28<00:00,  2.68it/s]\nEpoch 0: |          | 10998/? [1:08:29<00:00,  2.68it/s]\nEpoch 0: |          | 10998/? [1:08:29<00:00,  2.68it/s]\nEpoch 0: |          | 10999/? [1:08:29<00:00,  2.68it/s]\nEpoch 0: |          | 10999/? [1:08:29<00:00,  2.68it/s]\nEpoch 0: |          | 11000/? [1:08:29<00:00,  2.68it/s]\nEpoch 0: |          | 11000/? [1:08:29<00:00,  2.68it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.32it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.62it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.37it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.08it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 11000/? [1:08:30<00:00,  2.68it/s]\nEpoch 0: |          | 11001/? [1:08:30<00:00,  2.68it/s]\nEpoch 0: |          | 11001/? [1:08:30<00:00,  2.68it/s]\nEpoch 0: |          | 11002/? [1:08:30<00:00,  2.68it/s]\nEpoch 0: |          | 11002/? [1:08:30<00:00,  2.68it/s]\nEpoch 0: |          | 11003/? [1:08:31<00:00,  2.68it/s]\nEpoch 0: |          | 11003/? [1:08:31<00:00,  2.68it/s]\nEpoch 0: |          | 11004/? [1:08:31<00:00,  2.68it/s]\nEpoch 0: |          | 11004/? [1:08:31<00:00,  2.68it/s]\nEpoch 0: |          | 11005/? [1:08:31<00:00,  2.68it/s]\nEpoch 0: |          | 11005/? [1:08:31<00:00,  2.68it/s]\nEpoch 0: |          | 11006/? [1:08:31<00:00,  2.68it/s]\nEpoch 0: |          | 11006/? [1:08:31<00:00,  2.68it/s]\nEpoch 0: |          | 11007/? [1:08:32<00:00,  2.68it/s]\nEpoch 0: |          | 11007/? [1:08:32<00:00,  2.68it/s]\nEpoch 0: |          | 11008/? [1:08:32<00:00,  2.68it/s]\nEpoch 0: |          | 11008/? [1:08:32<00:00,  2.68it/s]\nEpoch 0: |          | 11009/? [1:08:32<00:00,  2.68it/s]\nEpoch 0: |          | 11009/? [1:08:32<00:00,  2.68it/s]\nEpoch 0: |          | 11010/? [1:08:33<00:00,  2.68it/s]\nEpoch 0: |          | 11010/? [1:08:33<00:00,  2.68it/s]\nEpoch 0: |          | 11011/? [1:08:33<00:00,  2.68it/s]\nEpoch 0: |          | 11011/? [1:08:33<00:00,  2.68it/s]\nEpoch 0: |          | 11012/? [1:08:33<00:00,  2.68it/s]\nEpoch 0: |          | 11012/? [1:08:33<00:00,  2.68it/s]\nEpoch 0: |          | 11013/? [1:08:34<00:00,  2.68it/s]\nEpoch 0: |          | 11013/? [1:08:34<00:00,  2.68it/s]\nEpoch 0: |          | 11014/? [1:08:34<00:00,  2.68it/s]\nEpoch 0: |          | 11014/? [1:08:34<00:00,  2.68it/s]\nEpoch 0: |          | 11015/? [1:08:34<00:00,  2.68it/s]\nEpoch 0: |          | 11015/? [1:08:34<00:00,  2.68it/s]\nEpoch 0: |          | 11016/? [1:08:35<00:00,  2.68it/s]\nEpoch 0: |          | 11016/? [1:08:35<00:00,  2.68it/s]\nEpoch 0: |          | 11017/? [1:08:35<00:00,  2.68it/s]\nEpoch 0: |          | 11017/? [1:08:35<00:00,  2.68it/s]\nEpoch 0: |          | 11018/? [1:08:35<00:00,  2.68it/s]\nEpoch 0: |          | 11018/? [1:08:35<00:00,  2.68it/s]\nEpoch 0: |          | 11019/? [1:08:35<00:00,  2.68it/s]\nEpoch 0: |          | 11019/? [1:08:35<00:00,  2.68it/s]\nEpoch 0: |          | 11020/? [1:08:36<00:00,  2.68it/s]\nEpoch 0: |          | 11020/? [1:08:36<00:00,  2.68it/s]\nEpoch 0: |          | 11021/? [1:08:36<00:00,  2.68it/s]\nEpoch 0: |          | 11021/? [1:08:36<00:00,  2.68it/s]\nEpoch 0: |          | 11022/? [1:08:36<00:00,  2.68it/s]\nEpoch 0: |          | 11022/? [1:08:36<00:00,  2.68it/s]\nEpoch 0: |          | 11023/? [1:08:37<00:00,  2.68it/s]\nEpoch 0: |          | 11023/? [1:08:37<00:00,  2.68it/s]\nEpoch 0: |          | 11024/? [1:08:37<00:00,  2.68it/s]\nEpoch 0: |          | 11024/? [1:08:37<00:00,  2.68it/s]\nEpoch 0: |          | 11025/? [1:08:37<00:00,  2.68it/s]\nEpoch 0: |          | 11025/? [1:08:37<00:00,  2.68it/s]\nEpoch 0: |          | 11026/? [1:08:38<00:00,  2.68it/s]\nEpoch 0: |          | 11026/? [1:08:38<00:00,  2.68it/s]\nEpoch 0: |          | 11027/? [1:08:38<00:00,  2.68it/s]\nEpoch 0: |          | 11027/? [1:08:38<00:00,  2.68it/s]\nEpoch 0: |          | 11028/? [1:08:38<00:00,  2.68it/s]\nEpoch 0: |          | 11028/? [1:08:38<00:00,  2.68it/s]\nEpoch 0: |          | 11029/? [1:08:38<00:00,  2.68it/s]\nEpoch 0: |          | 11029/? [1:08:38<00:00,  2.68it/s]\nEpoch 0: |          | 11030/? [1:08:39<00:00,  2.68it/s]\nEpoch 0: |          | 11030/? [1:08:39<00:00,  2.68it/s]\nEpoch 0: |          | 11031/? [1:08:39<00:00,  2.68it/s]\nEpoch 0: |          | 11031/? [1:08:39<00:00,  2.68it/s]\nEpoch 0: |          | 11032/? [1:08:39<00:00,  2.68it/s]\nEpoch 0: |          | 11032/? [1:08:39<00:00,  2.68it/s]\nEpoch 0: |          | 11033/? [1:08:40<00:00,  2.68it/s]\nEpoch 0: |          | 11033/? [1:08:40<00:00,  2.68it/s]\nEpoch 0: |          | 11034/? [1:08:40<00:00,  2.68it/s]\nEpoch 0: |          | 11034/? [1:08:40<00:00,  2.68it/s]\nEpoch 0: |          | 11035/? [1:08:40<00:00,  2.68it/s]\nEpoch 0: |          | 11035/? [1:08:40<00:00,  2.68it/s]\nEpoch 0: |          | 11036/? [1:08:41<00:00,  2.68it/s]\nEpoch 0: |          | 11036/? [1:08:41<00:00,  2.68it/s]\nEpoch 0: |          | 11037/? [1:08:41<00:00,  2.68it/s]\nEpoch 0: |          | 11037/? [1:08:41<00:00,  2.68it/s]\nEpoch 0: |          | 11038/? [1:08:41<00:00,  2.68it/s]\nEpoch 0: |          | 11038/? [1:08:41<00:00,  2.68it/s]\nEpoch 0: |          | 11039/? [1:08:42<00:00,  2.68it/s]\nEpoch 0: |          | 11039/? [1:08:42<00:00,  2.68it/s]\nEpoch 0: |          | 11040/? [1:08:42<00:00,  2.68it/s]\nEpoch 0: |          | 11040/? [1:08:42<00:00,  2.68it/s]\nEpoch 0: |          | 11041/? [1:08:42<00:00,  2.68it/s]\nEpoch 0: |          | 11041/? [1:08:42<00:00,  2.68it/s]\nEpoch 0: |          | 11042/? [1:08:42<00:00,  2.68it/s]\nEpoch 0: |          | 11042/? [1:08:42<00:00,  2.68it/s]\nEpoch 0: |          | 11043/? [1:08:43<00:00,  2.68it/s]\nEpoch 0: |          | 11043/? [1:08:43<00:00,  2.68it/s]\nEpoch 0: |          | 11044/? [1:08:43<00:00,  2.68it/s]\nEpoch 0: |          | 11044/? [1:08:43<00:00,  2.68it/s]\nEpoch 0: |          | 11045/? [1:08:43<00:00,  2.68it/s]\nEpoch 0: |          | 11045/? [1:08:43<00:00,  2.68it/s]\nEpoch 0: |          | 11046/? [1:08:44<00:00,  2.68it/s]\nEpoch 0: |          | 11046/? [1:08:44<00:00,  2.68it/s]\nEpoch 0: |          | 11047/? [1:08:44<00:00,  2.68it/s]\nEpoch 0: |          | 11047/? [1:08:44<00:00,  2.68it/s]\nEpoch 0: |          | 11048/? [1:08:44<00:00,  2.68it/s]\nEpoch 0: |          | 11048/? [1:08:44<00:00,  2.68it/s]\nEpoch 0: |          | 11049/? [1:08:45<00:00,  2.68it/s]\nEpoch 0: |          | 11049/? [1:08:45<00:00,  2.68it/s]\nEpoch 0: |          | 11050/? [1:08:45<00:00,  2.68it/s]\nEpoch 0: |          | 11050/? [1:08:45<00:00,  2.68it/s]\nEpoch 0: |          | 11051/? [1:08:45<00:00,  2.68it/s]\nEpoch 0: |          | 11051/? [1:08:45<00:00,  2.68it/s]\nEpoch 0: |          | 11052/? [1:08:46<00:00,  2.68it/s]\nEpoch 0: |          | 11052/? [1:08:46<00:00,  2.68it/s]\nEpoch 0: |          | 11053/? [1:08:46<00:00,  2.68it/s]\nEpoch 0: |          | 11053/? [1:08:46<00:00,  2.68it/s]\nEpoch 0: |          | 11054/? [1:08:46<00:00,  2.68it/s]\nEpoch 0: |          | 11054/? [1:08:46<00:00,  2.68it/s]\nEpoch 0: |          | 11055/? [1:08:46<00:00,  2.68it/s]\nEpoch 0: |          | 11055/? [1:08:46<00:00,  2.68it/s]\nEpoch 0: |          | 11056/? [1:08:47<00:00,  2.68it/s]\nEpoch 0: |          | 11056/? [1:08:47<00:00,  2.68it/s]\nEpoch 0: |          | 11057/? [1:08:47<00:00,  2.68it/s]\nEpoch 0: |          | 11057/? [1:08:47<00:00,  2.68it/s]\nEpoch 0: |          | 11058/? [1:08:47<00:00,  2.68it/s]\nEpoch 0: |          | 11058/? [1:08:47<00:00,  2.68it/s]\nEpoch 0: |          | 11059/? [1:08:48<00:00,  2.68it/s]\nEpoch 0: |          | 11059/? [1:08:48<00:00,  2.68it/s]\nEpoch 0: |          | 11060/? [1:08:48<00:00,  2.68it/s]\nEpoch 0: |          | 11060/? [1:08:48<00:00,  2.68it/s]\nEpoch 0: |          | 11061/? [1:08:48<00:00,  2.68it/s]\nEpoch 0: |          | 11061/? [1:08:48<00:00,  2.68it/s]\nEpoch 0: |          | 11062/? [1:08:49<00:00,  2.68it/s]\nEpoch 0: |          | 11062/? [1:08:49<00:00,  2.68it/s]\nEpoch 0: |          | 11063/? [1:08:49<00:00,  2.68it/s]\nEpoch 0: |          | 11063/? [1:08:49<00:00,  2.68it/s]\nEpoch 0: |          | 11064/? [1:08:49<00:00,  2.68it/s]\nEpoch 0: |          | 11064/? [1:08:49<00:00,  2.68it/s]\nEpoch 0: |          | 11065/? [1:08:50<00:00,  2.68it/s]\nEpoch 0: |          | 11065/? [1:08:50<00:00,  2.68it/s]\nEpoch 0: |          | 11066/? [1:08:50<00:00,  2.68it/s]\nEpoch 0: |          | 11066/? [1:08:50<00:00,  2.68it/s]\nEpoch 0: |          | 11067/? [1:08:50<00:00,  2.68it/s]\nEpoch 0: |          | 11067/? [1:08:50<00:00,  2.68it/s]\nEpoch 0: |          | 11068/? [1:08:51<00:00,  2.68it/s]\nEpoch 0: |          | 11068/? [1:08:51<00:00,  2.68it/s]\nEpoch 0: |          | 11069/? [1:08:51<00:00,  2.68it/s]\nEpoch 0: |          | 11069/? [1:08:51<00:00,  2.68it/s]\nEpoch 0: |          | 11070/? [1:08:51<00:00,  2.68it/s]\nEpoch 0: |          | 11070/? [1:08:51<00:00,  2.68it/s]\nEpoch 0: |          | 11071/? [1:08:51<00:00,  2.68it/s]\nEpoch 0: |          | 11071/? [1:08:51<00:00,  2.68it/s]\nEpoch 0: |          | 11072/? [1:08:52<00:00,  2.68it/s]\nEpoch 0: |          | 11072/? [1:08:52<00:00,  2.68it/s]\nEpoch 0: |          | 11073/? [1:08:52<00:00,  2.68it/s]\nEpoch 0: |          | 11073/? [1:08:52<00:00,  2.68it/s]\nEpoch 0: |          | 11074/? [1:08:52<00:00,  2.68it/s]\nEpoch 0: |          | 11074/? [1:08:52<00:00,  2.68it/s]\nEpoch 0: |          | 11075/? [1:08:53<00:00,  2.68it/s]\nEpoch 0: |          | 11075/? [1:08:53<00:00,  2.68it/s]\nEpoch 0: |          | 11076/? [1:08:53<00:00,  2.68it/s]\nEpoch 0: |          | 11076/? [1:08:53<00:00,  2.68it/s]\nEpoch 0: |          | 11077/? [1:08:53<00:00,  2.68it/s]\nEpoch 0: |          | 11077/? [1:08:53<00:00,  2.68it/s]\nEpoch 0: |          | 11078/? [1:08:54<00:00,  2.68it/s]\nEpoch 0: |          | 11078/? [1:08:54<00:00,  2.68it/s]\nEpoch 0: |          | 11079/? [1:08:54<00:00,  2.68it/s]\nEpoch 0: |          | 11079/? [1:08:54<00:00,  2.68it/s]\nEpoch 0: |          | 11080/? [1:08:54<00:00,  2.68it/s]\nEpoch 0: |          | 11080/? [1:08:54<00:00,  2.68it/s]\nEpoch 0: |          | 11081/? [1:08:54<00:00,  2.68it/s]\nEpoch 0: |          | 11081/? [1:08:54<00:00,  2.68it/s]\nEpoch 0: |          | 11082/? [1:08:55<00:00,  2.68it/s]\nEpoch 0: |          | 11082/? [1:08:55<00:00,  2.68it/s]\nEpoch 0: |          | 11083/? [1:08:55<00:00,  2.68it/s]\nEpoch 0: |          | 11083/? [1:08:55<00:00,  2.68it/s]\nEpoch 0: |          | 11084/? [1:08:55<00:00,  2.68it/s]\nEpoch 0: |          | 11084/? [1:08:55<00:00,  2.68it/s]\nEpoch 0: |          | 11085/? [1:08:56<00:00,  2.68it/s]\nEpoch 0: |          | 11085/? [1:08:56<00:00,  2.68it/s]\nEpoch 0: |          | 11086/? [1:08:56<00:00,  2.68it/s]\nEpoch 0: |          | 11086/? [1:08:56<00:00,  2.68it/s]\nEpoch 0: |          | 11087/? [1:08:56<00:00,  2.68it/s]\nEpoch 0: |          | 11087/? [1:08:56<00:00,  2.68it/s]\nEpoch 0: |          | 11088/? [1:08:57<00:00,  2.68it/s]\nEpoch 0: |          | 11088/? [1:08:57<00:00,  2.68it/s]\nEpoch 0: |          | 11089/? [1:08:57<00:00,  2.68it/s]\nEpoch 0: |          | 11089/? [1:08:57<00:00,  2.68it/s]\nEpoch 0: |          | 11090/? [1:08:57<00:00,  2.68it/s]\nEpoch 0: |          | 11090/? [1:08:57<00:00,  2.68it/s]\nEpoch 0: |          | 11091/? [1:08:58<00:00,  2.68it/s]\nEpoch 0: |          | 11091/? [1:08:58<00:00,  2.68it/s]\nEpoch 0: |          | 11092/? [1:08:58<00:00,  2.68it/s]\nEpoch 0: |          | 11092/? [1:08:58<00:00,  2.68it/s]\nEpoch 0: |          | 11093/? [1:08:58<00:00,  2.68it/s]\nEpoch 0: |          | 11093/? [1:08:58<00:00,  2.68it/s]\nEpoch 0: |          | 11094/? [1:08:58<00:00,  2.68it/s]\nEpoch 0: |          | 11094/? [1:08:58<00:00,  2.68it/s]\nEpoch 0: |          | 11095/? [1:08:59<00:00,  2.68it/s]\nEpoch 0: |          | 11095/? [1:08:59<00:00,  2.68it/s]\nEpoch 0: |          | 11096/? [1:08:59<00:00,  2.68it/s]\nEpoch 0: |          | 11096/? [1:08:59<00:00,  2.68it/s]\nEpoch 0: |          | 11097/? [1:08:59<00:00,  2.68it/s]\nEpoch 0: |          | 11097/? [1:08:59<00:00,  2.68it/s]\nEpoch 0: |          | 11098/? [1:09:00<00:00,  2.68it/s]\nEpoch 0: |          | 11098/? [1:09:00<00:00,  2.68it/s]\nEpoch 0: |          | 11099/? [1:09:00<00:00,  2.68it/s]\nEpoch 0: |          | 11099/? [1:09:00<00:00,  2.68it/s]\nEpoch 0: |          | 11100/? [1:09:00<00:00,  2.68it/s]\nEpoch 0: |          | 11100/? [1:09:00<00:00,  2.68it/s]\nEpoch 0: |          | 11101/? [1:09:01<00:00,  2.68it/s]\nEpoch 0: |          | 11101/? [1:09:01<00:00,  2.68it/s]\nEpoch 0: |          | 11102/? [1:09:01<00:00,  2.68it/s]\nEpoch 0: |          | 11102/? [1:09:01<00:00,  2.68it/s]\nEpoch 0: |          | 11103/? [1:09:01<00:00,  2.68it/s]\nEpoch 0: |          | 11103/? [1:09:01<00:00,  2.68it/s]\nEpoch 0: |          | 11104/? [1:09:02<00:00,  2.68it/s]\nEpoch 0: |          | 11104/? [1:09:02<00:00,  2.68it/s]\nEpoch 0: |          | 11105/? [1:09:02<00:00,  2.68it/s]\nEpoch 0: |          | 11105/? [1:09:02<00:00,  2.68it/s]\nEpoch 0: |          | 11106/? [1:09:02<00:00,  2.68it/s]\nEpoch 0: |          | 11106/? [1:09:02<00:00,  2.68it/s]\nEpoch 0: |          | 11107/? [1:09:02<00:00,  2.68it/s]\nEpoch 0: |          | 11107/? [1:09:02<00:00,  2.68it/s]\nEpoch 0: |          | 11108/? [1:09:03<00:00,  2.68it/s]\nEpoch 0: |          | 11108/? [1:09:03<00:00,  2.68it/s]\nEpoch 0: |          | 11109/? [1:09:03<00:00,  2.68it/s]\nEpoch 0: |          | 11109/? [1:09:03<00:00,  2.68it/s]\nEpoch 0: |          | 11110/? [1:09:03<00:00,  2.68it/s]\nEpoch 0: |          | 11110/? [1:09:03<00:00,  2.68it/s]\nEpoch 0: |          | 11111/? [1:09:04<00:00,  2.68it/s]\nEpoch 0: |          | 11111/? [1:09:04<00:00,  2.68it/s]\nEpoch 0: |          | 11112/? [1:09:04<00:00,  2.68it/s]\nEpoch 0: |          | 11112/? [1:09:04<00:00,  2.68it/s]\nEpoch 0: |          | 11113/? [1:09:04<00:00,  2.68it/s]\nEpoch 0: |          | 11113/? [1:09:04<00:00,  2.68it/s]\nEpoch 0: |          | 11114/? [1:09:05<00:00,  2.68it/s]\nEpoch 0: |          | 11114/? [1:09:05<00:00,  2.68it/s]\nEpoch 0: |          | 11115/? [1:09:05<00:00,  2.68it/s]\nEpoch 0: |          | 11115/? [1:09:05<00:00,  2.68it/s]\nEpoch 0: |          | 11116/? [1:09:05<00:00,  2.68it/s]\nEpoch 0: |          | 11116/? [1:09:05<00:00,  2.68it/s]\nEpoch 0: |          | 11117/? [1:09:05<00:00,  2.68it/s]\nEpoch 0: |          | 11117/? [1:09:05<00:00,  2.68it/s]\nEpoch 0: |          | 11118/? [1:09:06<00:00,  2.68it/s]\nEpoch 0: |          | 11118/? [1:09:06<00:00,  2.68it/s]\nEpoch 0: |          | 11119/? [1:09:06<00:00,  2.68it/s]\nEpoch 0: |          | 11119/? [1:09:06<00:00,  2.68it/s]\nEpoch 0: |          | 11120/? [1:09:06<00:00,  2.68it/s]\nEpoch 0: |          | 11120/? [1:09:06<00:00,  2.68it/s]\nEpoch 0: |          | 11121/? [1:09:07<00:00,  2.68it/s]\nEpoch 0: |          | 11121/? [1:09:07<00:00,  2.68it/s]\nEpoch 0: |          | 11122/? [1:09:07<00:00,  2.68it/s]\nEpoch 0: |          | 11122/? [1:09:07<00:00,  2.68it/s]\nEpoch 0: |          | 11123/? [1:09:07<00:00,  2.68it/s]\nEpoch 0: |          | 11123/? [1:09:07<00:00,  2.68it/s]\nEpoch 0: |          | 11124/? [1:09:08<00:00,  2.68it/s]\nEpoch 0: |          | 11124/? [1:09:08<00:00,  2.68it/s]\nEpoch 0: |          | 11125/? [1:09:08<00:00,  2.68it/s]\nEpoch 0: |          | 11125/? [1:09:08<00:00,  2.68it/s]\nEpoch 0: |          | 11126/? [1:09:08<00:00,  2.68it/s]\nEpoch 0: |          | 11126/? [1:09:08<00:00,  2.68it/s]\nEpoch 0: |          | 11127/? [1:09:08<00:00,  2.68it/s]\nEpoch 0: |          | 11127/? [1:09:08<00:00,  2.68it/s]\nEpoch 0: |          | 11128/? [1:09:09<00:00,  2.68it/s]\nEpoch 0: |          | 11128/? [1:09:09<00:00,  2.68it/s]\nEpoch 0: |          | 11129/? [1:09:09<00:00,  2.68it/s]\nEpoch 0: |          | 11129/? [1:09:09<00:00,  2.68it/s]\nEpoch 0: |          | 11130/? [1:09:09<00:00,  2.68it/s]\nEpoch 0: |          | 11130/? [1:09:09<00:00,  2.68it/s]\nEpoch 0: |          | 11131/? [1:09:10<00:00,  2.68it/s]\nEpoch 0: |          | 11131/? [1:09:10<00:00,  2.68it/s]\nEpoch 0: |          | 11132/? [1:09:10<00:00,  2.68it/s]\nEpoch 0: |          | 11132/? [1:09:10<00:00,  2.68it/s]\nEpoch 0: |          | 11133/? [1:09:10<00:00,  2.68it/s]\nEpoch 0: |          | 11133/? [1:09:10<00:00,  2.68it/s]\nEpoch 0: |          | 11134/? [1:09:11<00:00,  2.68it/s]\nEpoch 0: |          | 11134/? [1:09:11<00:00,  2.68it/s]\nEpoch 0: |          | 11135/? [1:09:11<00:00,  2.68it/s]\nEpoch 0: |          | 11135/? [1:09:11<00:00,  2.68it/s]\nEpoch 0: |          | 11136/? [1:09:11<00:00,  2.68it/s]\nEpoch 0: |          | 11136/? [1:09:11<00:00,  2.68it/s]\nEpoch 0: |          | 11137/? [1:09:12<00:00,  2.68it/s]\nEpoch 0: |          | 11137/? [1:09:12<00:00,  2.68it/s]\nEpoch 0: |          | 11138/? [1:09:12<00:00,  2.68it/s]\nEpoch 0: |          | 11138/? [1:09:12<00:00,  2.68it/s]\nEpoch 0: |          | 11139/? [1:09:12<00:00,  2.68it/s]\nEpoch 0: |          | 11139/? [1:09:12<00:00,  2.68it/s]\nEpoch 0: |          | 11140/? [1:09:12<00:00,  2.68it/s]\nEpoch 0: |          | 11140/? [1:09:12<00:00,  2.68it/s]\nEpoch 0: |          | 11141/? [1:09:13<00:00,  2.68it/s]\nEpoch 0: |          | 11141/? [1:09:13<00:00,  2.68it/s]\nEpoch 0: |          | 11142/? [1:09:13<00:00,  2.68it/s]\nEpoch 0: |          | 11142/? [1:09:13<00:00,  2.68it/s]\nEpoch 0: |          | 11143/? [1:09:13<00:00,  2.68it/s]\nEpoch 0: |          | 11143/? [1:09:13<00:00,  2.68it/s]\nEpoch 0: |          | 11144/? [1:09:14<00:00,  2.68it/s]\nEpoch 0: |          | 11144/? [1:09:14<00:00,  2.68it/s]\nEpoch 0: |          | 11145/? [1:09:14<00:00,  2.68it/s]\nEpoch 0: |          | 11145/? [1:09:14<00:00,  2.68it/s]\nEpoch 0: |          | 11146/? [1:09:14<00:00,  2.68it/s]\nEpoch 0: |          | 11146/? [1:09:14<00:00,  2.68it/s]\nEpoch 0: |          | 11147/? [1:09:15<00:00,  2.68it/s]\nEpoch 0: |          | 11147/? [1:09:15<00:00,  2.68it/s]\nEpoch 0: |          | 11148/? [1:09:15<00:00,  2.68it/s]\nEpoch 0: |          | 11148/? [1:09:15<00:00,  2.68it/s]\nEpoch 0: |          | 11149/? [1:09:15<00:00,  2.68it/s]\nEpoch 0: |          | 11149/? [1:09:15<00:00,  2.68it/s]\nEpoch 0: |          | 11150/? [1:09:16<00:00,  2.68it/s]\nEpoch 0: |          | 11150/? [1:09:16<00:00,  2.68it/s]\nEpoch 0: |          | 11151/? [1:09:16<00:00,  2.68it/s]\nEpoch 0: |          | 11151/? [1:09:16<00:00,  2.68it/s]\nEpoch 0: |          | 11152/? [1:09:16<00:00,  2.68it/s]\nEpoch 0: |          | 11152/? [1:09:16<00:00,  2.68it/s]\nEpoch 0: |          | 11153/? [1:09:17<00:00,  2.68it/s]\nEpoch 0: |          | 11153/? [1:09:17<00:00,  2.68it/s]\nEpoch 0: |          | 11154/? [1:09:17<00:00,  2.68it/s]\nEpoch 0: |          | 11154/? [1:09:17<00:00,  2.68it/s]\nEpoch 0: |          | 11155/? [1:09:17<00:00,  2.68it/s]\nEpoch 0: |          | 11155/? [1:09:17<00:00,  2.68it/s]\nEpoch 0: |          | 11156/? [1:09:18<00:00,  2.68it/s]\nEpoch 0: |          | 11156/? [1:09:18<00:00,  2.68it/s]\nEpoch 0: |          | 11157/? [1:09:18<00:00,  2.68it/s]\nEpoch 0: |          | 11157/? [1:09:18<00:00,  2.68it/s]\nEpoch 0: |          | 11158/? [1:09:18<00:00,  2.68it/s]\nEpoch 0: |          | 11158/? [1:09:18<00:00,  2.68it/s]\nEpoch 0: |          | 11159/? [1:09:18<00:00,  2.68it/s]\nEpoch 0: |          | 11159/? [1:09:18<00:00,  2.68it/s]\nEpoch 0: |          | 11160/? [1:09:19<00:00,  2.68it/s]\nEpoch 0: |          | 11160/? [1:09:19<00:00,  2.68it/s]\nEpoch 0: |          | 11161/? [1:09:19<00:00,  2.68it/s]\nEpoch 0: |          | 11161/? [1:09:19<00:00,  2.68it/s]\nEpoch 0: |          | 11162/? [1:09:19<00:00,  2.68it/s]\nEpoch 0: |          | 11162/? [1:09:19<00:00,  2.68it/s]\nEpoch 0: |          | 11163/? [1:09:20<00:00,  2.68it/s]\nEpoch 0: |          | 11163/? [1:09:20<00:00,  2.68it/s]\nEpoch 0: |          | 11164/? [1:09:20<00:00,  2.68it/s]\nEpoch 0: |          | 11164/? [1:09:20<00:00,  2.68it/s]\nEpoch 0: |          | 11165/? [1:09:20<00:00,  2.68it/s]\nEpoch 0: |          | 11165/? [1:09:20<00:00,  2.68it/s]\nEpoch 0: |          | 11166/? [1:09:21<00:00,  2.68it/s]\nEpoch 0: |          | 11166/? [1:09:21<00:00,  2.68it/s]\nEpoch 0: |          | 11167/? [1:09:21<00:00,  2.68it/s]\nEpoch 0: |          | 11167/? [1:09:21<00:00,  2.68it/s]\nEpoch 0: |          | 11168/? [1:09:21<00:00,  2.68it/s]\nEpoch 0: |          | 11168/? [1:09:21<00:00,  2.68it/s]\nEpoch 0: |          | 11169/? [1:09:21<00:00,  2.68it/s]\nEpoch 0: |          | 11169/? [1:09:21<00:00,  2.68it/s]\nEpoch 0: |          | 11170/? [1:09:22<00:00,  2.68it/s]\nEpoch 0: |          | 11170/? [1:09:22<00:00,  2.68it/s]\nEpoch 0: |          | 11171/? [1:09:22<00:00,  2.68it/s]\nEpoch 0: |          | 11171/? [1:09:22<00:00,  2.68it/s]\nEpoch 0: |          | 11172/? [1:09:22<00:00,  2.68it/s]\nEpoch 0: |          | 11172/? [1:09:22<00:00,  2.68it/s]\nEpoch 0: |          | 11173/? [1:09:23<00:00,  2.68it/s]\nEpoch 0: |          | 11173/? [1:09:23<00:00,  2.68it/s]\nEpoch 0: |          | 11174/? [1:09:23<00:00,  2.68it/s]\nEpoch 0: |          | 11174/? [1:09:23<00:00,  2.68it/s]\nEpoch 0: |          | 11175/? [1:09:23<00:00,  2.68it/s]\nEpoch 0: |          | 11175/? [1:09:23<00:00,  2.68it/s]\nEpoch 0: |          | 11176/? [1:09:24<00:00,  2.68it/s]\nEpoch 0: |          | 11176/? [1:09:24<00:00,  2.68it/s]\nEpoch 0: |          | 11177/? [1:09:24<00:00,  2.68it/s]\nEpoch 0: |          | 11177/? [1:09:24<00:00,  2.68it/s]\nEpoch 0: |          | 11178/? [1:09:24<00:00,  2.68it/s]\nEpoch 0: |          | 11178/? [1:09:24<00:00,  2.68it/s]\nEpoch 0: |          | 11179/? [1:09:25<00:00,  2.68it/s]\nEpoch 0: |          | 11179/? [1:09:25<00:00,  2.68it/s]\nEpoch 0: |          | 11180/? [1:09:25<00:00,  2.68it/s]\nEpoch 0: |          | 11180/? [1:09:25<00:00,  2.68it/s]\nEpoch 0: |          | 11181/? [1:09:25<00:00,  2.68it/s]\nEpoch 0: |          | 11181/? [1:09:25<00:00,  2.68it/s]\nEpoch 0: |          | 11182/? [1:09:25<00:00,  2.68it/s]\nEpoch 0: |          | 11182/? [1:09:25<00:00,  2.68it/s]\nEpoch 0: |          | 11183/? [1:09:26<00:00,  2.68it/s]\nEpoch 0: |          | 11183/? [1:09:26<00:00,  2.68it/s]\nEpoch 0: |          | 11184/? [1:09:26<00:00,  2.68it/s]\nEpoch 0: |          | 11184/? [1:09:26<00:00,  2.68it/s]\nEpoch 0: |          | 11185/? [1:09:26<00:00,  2.68it/s]\nEpoch 0: |          | 11185/? [1:09:26<00:00,  2.68it/s]\nEpoch 0: |          | 11186/? [1:09:27<00:00,  2.68it/s]\nEpoch 0: |          | 11186/? [1:09:27<00:00,  2.68it/s]\nEpoch 0: |          | 11187/? [1:09:27<00:00,  2.68it/s]\nEpoch 0: |          | 11187/? [1:09:27<00:00,  2.68it/s]\nEpoch 0: |          | 11188/? [1:09:27<00:00,  2.68it/s]\nEpoch 0: |          | 11188/? [1:09:27<00:00,  2.68it/s]\nEpoch 0: |          | 11189/? [1:09:28<00:00,  2.68it/s]\nEpoch 0: |          | 11189/? [1:09:28<00:00,  2.68it/s]\nEpoch 0: |          | 11190/? [1:09:28<00:00,  2.68it/s]\nEpoch 0: |          | 11190/? [1:09:28<00:00,  2.68it/s]\nEpoch 0: |          | 11191/? [1:09:28<00:00,  2.68it/s]\nEpoch 0: |          | 11191/? [1:09:28<00:00,  2.68it/s]\nEpoch 0: |          | 11192/? [1:09:29<00:00,  2.68it/s]\nEpoch 0: |          | 11192/? [1:09:29<00:00,  2.68it/s]\nEpoch 0: |          | 11193/? [1:09:29<00:00,  2.68it/s]\nEpoch 0: |          | 11193/? [1:09:29<00:00,  2.68it/s]\nEpoch 0: |          | 11194/? [1:09:29<00:00,  2.68it/s]\nEpoch 0: |          | 11194/? [1:09:29<00:00,  2.68it/s]\nEpoch 0: |          | 11195/? [1:09:30<00:00,  2.68it/s]\nEpoch 0: |          | 11195/? [1:09:30<00:00,  2.68it/s]\nEpoch 0: |          | 11196/? [1:09:30<00:00,  2.68it/s]\nEpoch 0: |          | 11196/? [1:09:30<00:00,  2.68it/s]\nEpoch 0: |          | 11197/? [1:09:30<00:00,  2.68it/s]\nEpoch 0: |          | 11197/? [1:09:30<00:00,  2.68it/s]\nEpoch 0: |          | 11198/? [1:09:31<00:00,  2.68it/s]\nEpoch 0: |          | 11198/? [1:09:31<00:00,  2.68it/s]\nEpoch 0: |          | 11199/? [1:09:31<00:00,  2.68it/s]\nEpoch 0: |          | 11199/? [1:09:31<00:00,  2.68it/s]\nEpoch 0: |          | 11200/? [1:09:31<00:00,  2.68it/s]\nEpoch 0: |          | 11200/? [1:09:31<00:00,  2.68it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.28it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.53it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.84it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.97it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 11200/? [1:09:31<00:00,  2.68it/s]\nEpoch 0: |          | 11201/? [1:09:32<00:00,  2.68it/s]\nEpoch 0: |          | 11201/? [1:09:32<00:00,  2.68it/s]\nEpoch 0: |          | 11202/? [1:09:32<00:00,  2.68it/s]\nEpoch 0: |          | 11202/? [1:09:32<00:00,  2.68it/s]\nEpoch 0: |          | 11203/? [1:09:32<00:00,  2.68it/s]\nEpoch 0: |          | 11203/? [1:09:32<00:00,  2.68it/s]\nEpoch 0: |          | 11204/? [1:09:33<00:00,  2.68it/s]\nEpoch 0: |          | 11204/? [1:09:33<00:00,  2.68it/s]\nEpoch 0: |          | 11205/? [1:09:33<00:00,  2.68it/s]\nEpoch 0: |          | 11205/? [1:09:33<00:00,  2.68it/s]\nEpoch 0: |          | 11206/? [1:09:33<00:00,  2.68it/s]\nEpoch 0: |          | 11206/? [1:09:33<00:00,  2.68it/s]\nEpoch 0: |          | 11207/? [1:09:34<00:00,  2.68it/s]\nEpoch 0: |          | 11207/? [1:09:34<00:00,  2.68it/s]\nEpoch 0: |          | 11208/? [1:09:34<00:00,  2.68it/s]\nEpoch 0: |          | 11208/? [1:09:34<00:00,  2.68it/s]\nEpoch 0: |          | 11209/? [1:09:34<00:00,  2.68it/s]\nEpoch 0: |          | 11209/? [1:09:34<00:00,  2.68it/s]\nEpoch 0: |          | 11210/? [1:09:34<00:00,  2.69it/s]\nEpoch 0: |          | 11210/? [1:09:34<00:00,  2.69it/s]\nEpoch 0: |          | 11211/? [1:09:35<00:00,  2.69it/s]\nEpoch 0: |          | 11211/? [1:09:35<00:00,  2.69it/s]\nEpoch 0: |          | 11212/? [1:09:35<00:00,  2.69it/s]\nEpoch 0: |          | 11212/? [1:09:35<00:00,  2.69it/s]\nEpoch 0: |          | 11213/? [1:09:35<00:00,  2.69it/s]\nEpoch 0: |          | 11213/? [1:09:35<00:00,  2.69it/s]\nEpoch 0: |          | 11214/? [1:09:36<00:00,  2.69it/s]\nEpoch 0: |          | 11214/? [1:09:36<00:00,  2.69it/s]\nEpoch 0: |          | 11215/? [1:09:36<00:00,  2.69it/s]\nEpoch 0: |          | 11215/? [1:09:36<00:00,  2.69it/s]\nEpoch 0: |          | 11216/? [1:09:36<00:00,  2.69it/s]\nEpoch 0: |          | 11216/? [1:09:36<00:00,  2.69it/s]\nEpoch 0: |          | 11217/? [1:09:37<00:00,  2.69it/s]\nEpoch 0: |          | 11217/? [1:09:37<00:00,  2.69it/s]\nEpoch 0: |          | 11218/? [1:09:37<00:00,  2.69it/s]\nEpoch 0: |          | 11218/? [1:09:37<00:00,  2.69it/s]\nEpoch 0: |          | 11219/? [1:09:37<00:00,  2.69it/s]\nEpoch 0: |          | 11219/? [1:09:37<00:00,  2.69it/s]\nEpoch 0: |          | 11220/? [1:09:38<00:00,  2.69it/s]\nEpoch 0: |          | 11220/? [1:09:38<00:00,  2.69it/s]\nEpoch 0: |          | 11221/? [1:09:38<00:00,  2.69it/s]\nEpoch 0: |          | 11221/? [1:09:38<00:00,  2.69it/s]\nEpoch 0: |          | 11222/? [1:09:38<00:00,  2.69it/s]\nEpoch 0: |          | 11222/? [1:09:38<00:00,  2.69it/s]\nEpoch 0: |          | 11223/? [1:09:39<00:00,  2.69it/s]\nEpoch 0: |          | 11223/? [1:09:39<00:00,  2.69it/s]\nEpoch 0: |          | 11224/? [1:09:39<00:00,  2.69it/s]\nEpoch 0: |          | 11224/? [1:09:39<00:00,  2.69it/s]\nEpoch 0: |          | 11225/? [1:09:39<00:00,  2.69it/s]\nEpoch 0: |          | 11225/? [1:09:39<00:00,  2.69it/s]\nEpoch 0: |          | 11226/? [1:09:39<00:00,  2.69it/s]\nEpoch 0: |          | 11226/? [1:09:39<00:00,  2.69it/s]\nEpoch 0: |          | 11227/? [1:09:40<00:00,  2.69it/s]\nEpoch 0: |          | 11227/? [1:09:40<00:00,  2.69it/s]\nEpoch 0: |          | 11228/? [1:09:40<00:00,  2.69it/s]\nEpoch 0: |          | 11228/? [1:09:40<00:00,  2.69it/s]\nEpoch 0: |          | 11229/? [1:09:40<00:00,  2.69it/s]\nEpoch 0: |          | 11229/? [1:09:40<00:00,  2.69it/s]\nEpoch 0: |          | 11230/? [1:09:41<00:00,  2.69it/s]\nEpoch 0: |          | 11230/? [1:09:41<00:00,  2.69it/s]\nEpoch 0: |          | 11231/? [1:09:41<00:00,  2.69it/s]\nEpoch 0: |          | 11231/? [1:09:41<00:00,  2.69it/s]\nEpoch 0: |          | 11232/? [1:09:41<00:00,  2.69it/s]\nEpoch 0: |          | 11232/? [1:09:41<00:00,  2.69it/s]\nEpoch 0: |          | 11233/? [1:09:42<00:00,  2.69it/s]\nEpoch 0: |          | 11233/? [1:09:42<00:00,  2.69it/s]\nEpoch 0: |          | 11234/? [1:09:42<00:00,  2.69it/s]\nEpoch 0: |          | 11234/? [1:09:42<00:00,  2.69it/s]\nEpoch 0: |          | 11235/? [1:09:42<00:00,  2.69it/s]\nEpoch 0: |          | 11235/? [1:09:42<00:00,  2.69it/s]\nEpoch 0: |          | 11236/? [1:09:43<00:00,  2.69it/s]\nEpoch 0: |          | 11236/? [1:09:43<00:00,  2.69it/s]\nEpoch 0: |          | 11237/? [1:09:43<00:00,  2.69it/s]\nEpoch 0: |          | 11237/? [1:09:43<00:00,  2.69it/s]\nEpoch 0: |          | 11238/? [1:09:43<00:00,  2.69it/s]\nEpoch 0: |          | 11238/? [1:09:43<00:00,  2.69it/s]\nEpoch 0: |          | 11239/? [1:09:44<00:00,  2.69it/s]\nEpoch 0: |          | 11239/? [1:09:44<00:00,  2.69it/s]\nEpoch 0: |          | 11240/? [1:09:44<00:00,  2.69it/s]\nEpoch 0: |          | 11240/? [1:09:44<00:00,  2.69it/s]\nEpoch 0: |          | 11241/? [1:09:44<00:00,  2.69it/s]\nEpoch 0: |          | 11241/? [1:09:44<00:00,  2.69it/s]\nEpoch 0: |          | 11242/? [1:09:44<00:00,  2.69it/s]\nEpoch 0: |          | 11242/? [1:09:44<00:00,  2.69it/s]\nEpoch 0: |          | 11243/? [1:09:45<00:00,  2.69it/s]\nEpoch 0: |          | 11243/? [1:09:45<00:00,  2.69it/s]\nEpoch 0: |          | 11244/? [1:09:45<00:00,  2.69it/s]\nEpoch 0: |          | 11244/? [1:09:45<00:00,  2.69it/s]\nEpoch 0: |          | 11245/? [1:09:45<00:00,  2.69it/s]\nEpoch 0: |          | 11245/? [1:09:45<00:00,  2.69it/s]\nEpoch 0: |          | 11246/? [1:09:46<00:00,  2.69it/s]\nEpoch 0: |          | 11246/? [1:09:46<00:00,  2.69it/s]\nEpoch 0: |          | 11247/? [1:09:46<00:00,  2.69it/s]\nEpoch 0: |          | 11247/? [1:09:46<00:00,  2.69it/s]\nEpoch 0: |          | 11248/? [1:09:46<00:00,  2.69it/s]\nEpoch 0: |          | 11248/? [1:09:46<00:00,  2.69it/s]\nEpoch 0: |          | 11249/? [1:09:47<00:00,  2.69it/s]\nEpoch 0: |          | 11249/? [1:09:47<00:00,  2.69it/s]\nEpoch 0: |          | 11250/? [1:09:47<00:00,  2.69it/s]\nEpoch 0: |          | 11250/? [1:09:47<00:00,  2.69it/s]\nEpoch 0: |          | 11251/? [1:09:47<00:00,  2.69it/s]\nEpoch 0: |          | 11251/? [1:09:47<00:00,  2.69it/s]\nEpoch 0: |          | 11252/? [1:09:48<00:00,  2.69it/s]\nEpoch 0: |          | 11252/? [1:09:48<00:00,  2.69it/s]\nEpoch 0: |          | 11253/? [1:09:48<00:00,  2.69it/s]\nEpoch 0: |          | 11253/? [1:09:48<00:00,  2.69it/s]\nEpoch 0: |          | 11254/? [1:09:48<00:00,  2.69it/s]\nEpoch 0: |          | 11254/? [1:09:48<00:00,  2.69it/s]\nEpoch 0: |          | 11255/? [1:09:48<00:00,  2.69it/s]\nEpoch 0: |          | 11255/? [1:09:48<00:00,  2.69it/s]\nEpoch 0: |          | 11256/? [1:09:49<00:00,  2.69it/s]\nEpoch 0: |          | 11256/? [1:09:49<00:00,  2.69it/s]\nEpoch 0: |          | 11257/? [1:09:49<00:00,  2.69it/s]\nEpoch 0: |          | 11257/? [1:09:49<00:00,  2.69it/s]\nEpoch 0: |          | 11258/? [1:09:49<00:00,  2.69it/s]\nEpoch 0: |          | 11258/? [1:09:49<00:00,  2.69it/s]\nEpoch 0: |          | 11259/? [1:09:50<00:00,  2.69it/s]\nEpoch 0: |          | 11259/? [1:09:50<00:00,  2.69it/s]\nEpoch 0: |          | 11260/? [1:09:50<00:00,  2.69it/s]\nEpoch 0: |          | 11260/? [1:09:50<00:00,  2.69it/s]\nEpoch 0: |          | 11261/? [1:09:50<00:00,  2.69it/s]\nEpoch 0: |          | 11261/? [1:09:50<00:00,  2.69it/s]\nEpoch 0: |          | 11262/? [1:09:51<00:00,  2.69it/s]\nEpoch 0: |          | 11262/? [1:09:51<00:00,  2.69it/s]\nEpoch 0: |          | 11263/? [1:09:51<00:00,  2.69it/s]\nEpoch 0: |          | 11263/? [1:09:51<00:00,  2.69it/s]\nEpoch 0: |          | 11264/? [1:09:51<00:00,  2.69it/s]\nEpoch 0: |          | 11264/? [1:09:51<00:00,  2.69it/s]\nEpoch 0: |          | 11265/? [1:09:52<00:00,  2.69it/s]\nEpoch 0: |          | 11265/? [1:09:52<00:00,  2.69it/s]\nEpoch 0: |          | 11266/? [1:09:52<00:00,  2.69it/s]\nEpoch 0: |          | 11266/? [1:09:52<00:00,  2.69it/s]\nEpoch 0: |          | 11267/? [1:09:52<00:00,  2.69it/s]\nEpoch 0: |          | 11267/? [1:09:52<00:00,  2.69it/s]\nEpoch 0: |          | 11268/? [1:09:52<00:00,  2.69it/s]\nEpoch 0: |          | 11268/? [1:09:52<00:00,  2.69it/s]\nEpoch 0: |          | 11269/? [1:09:53<00:00,  2.69it/s]\nEpoch 0: |          | 11269/? [1:09:53<00:00,  2.69it/s]\nEpoch 0: |          | 11270/? [1:09:53<00:00,  2.69it/s]\nEpoch 0: |          | 11270/? [1:09:53<00:00,  2.69it/s]\nEpoch 0: |          | 11271/? [1:09:53<00:00,  2.69it/s]\nEpoch 0: |          | 11271/? [1:09:53<00:00,  2.69it/s]\nEpoch 0: |          | 11272/? [1:09:54<00:00,  2.69it/s]\nEpoch 0: |          | 11272/? [1:09:54<00:00,  2.69it/s]\nEpoch 0: |          | 11273/? [1:09:54<00:00,  2.69it/s]\nEpoch 0: |          | 11273/? [1:09:54<00:00,  2.69it/s]\nEpoch 0: |          | 11274/? [1:09:54<00:00,  2.69it/s]\nEpoch 0: |          | 11274/? [1:09:54<00:00,  2.69it/s]\nEpoch 0: |          | 11275/? [1:09:55<00:00,  2.69it/s]\nEpoch 0: |          | 11275/? [1:09:55<00:00,  2.69it/s]\nEpoch 0: |          | 11276/? [1:09:55<00:00,  2.69it/s]\nEpoch 0: |          | 11276/? [1:09:55<00:00,  2.69it/s]\nEpoch 0: |          | 11277/? [1:09:55<00:00,  2.69it/s]\nEpoch 0: |          | 11277/? [1:09:55<00:00,  2.69it/s]\nEpoch 0: |          | 11278/? [1:09:56<00:00,  2.69it/s]\nEpoch 0: |          | 11278/? [1:09:56<00:00,  2.69it/s]\nEpoch 0: |          | 11279/? [1:09:56<00:00,  2.69it/s]\nEpoch 0: |          | 11279/? [1:09:56<00:00,  2.69it/s]\nEpoch 0: |          | 11280/? [1:09:56<00:00,  2.69it/s]\nEpoch 0: |          | 11280/? [1:09:56<00:00,  2.69it/s]\nEpoch 0: |          | 11281/? [1:09:57<00:00,  2.69it/s]\nEpoch 0: |          | 11281/? [1:09:57<00:00,  2.69it/s]\nEpoch 0: |          | 11282/? [1:09:57<00:00,  2.69it/s]\nEpoch 0: |          | 11282/? [1:09:57<00:00,  2.69it/s]\nEpoch 0: |          | 11283/? [1:09:57<00:00,  2.69it/s]\nEpoch 0: |          | 11283/? [1:09:57<00:00,  2.69it/s]\nEpoch 0: |          | 11284/? [1:09:57<00:00,  2.69it/s]\nEpoch 0: |          | 11284/? [1:09:57<00:00,  2.69it/s]\nEpoch 0: |          | 11285/? [1:09:58<00:00,  2.69it/s]\nEpoch 0: |          | 11285/? [1:09:58<00:00,  2.69it/s]\nEpoch 0: |          | 11286/? [1:09:58<00:00,  2.69it/s]\nEpoch 0: |          | 11286/? [1:09:58<00:00,  2.69it/s]\nEpoch 0: |          | 11287/? [1:09:58<00:00,  2.69it/s]\nEpoch 0: |          | 11287/? [1:09:58<00:00,  2.69it/s]\nEpoch 0: |          | 11288/? [1:09:59<00:00,  2.69it/s]\nEpoch 0: |          | 11288/? [1:09:59<00:00,  2.69it/s]\nEpoch 0: |          | 11289/? [1:09:59<00:00,  2.69it/s]\nEpoch 0: |          | 11289/? [1:09:59<00:00,  2.69it/s]\nEpoch 0: |          | 11290/? [1:09:59<00:00,  2.69it/s]\nEpoch 0: |          | 11290/? [1:09:59<00:00,  2.69it/s]\nEpoch 0: |          | 11291/? [1:10:00<00:00,  2.69it/s]\nEpoch 0: |          | 11291/? [1:10:00<00:00,  2.69it/s]\nEpoch 0: |          | 11292/? [1:10:00<00:00,  2.69it/s]\nEpoch 0: |          | 11292/? [1:10:00<00:00,  2.69it/s]\nEpoch 0: |          | 11293/? [1:10:00<00:00,  2.69it/s]\nEpoch 0: |          | 11293/? [1:10:00<00:00,  2.69it/s]\nEpoch 0: |          | 11294/? [1:10:00<00:00,  2.69it/s]\nEpoch 0: |          | 11294/? [1:10:00<00:00,  2.69it/s]\nEpoch 0: |          | 11295/? [1:10:01<00:00,  2.69it/s]\nEpoch 0: |          | 11295/? [1:10:01<00:00,  2.69it/s]\nEpoch 0: |          | 11296/? [1:10:01<00:00,  2.69it/s]\nEpoch 0: |          | 11296/? [1:10:01<00:00,  2.69it/s]\nEpoch 0: |          | 11297/? [1:10:01<00:00,  2.69it/s]\nEpoch 0: |          | 11297/? [1:10:01<00:00,  2.69it/s]\nEpoch 0: |          | 11298/? [1:10:02<00:00,  2.69it/s]\nEpoch 0: |          | 11298/? [1:10:02<00:00,  2.69it/s]\nEpoch 0: |          | 11299/? [1:10:02<00:00,  2.69it/s]\nEpoch 0: |          | 11299/? [1:10:02<00:00,  2.69it/s]\nEpoch 0: |          | 11300/? [1:10:02<00:00,  2.69it/s]\nEpoch 0: |          | 11300/? [1:10:02<00:00,  2.69it/s]\nEpoch 0: |          | 11301/? [1:10:03<00:00,  2.69it/s]\nEpoch 0: |          | 11301/? [1:10:03<00:00,  2.69it/s]\nEpoch 0: |          | 11302/? [1:10:03<00:00,  2.69it/s]\nEpoch 0: |          | 11302/? [1:10:03<00:00,  2.69it/s]\nEpoch 0: |          | 11303/? [1:10:03<00:00,  2.69it/s]\nEpoch 0: |          | 11303/? [1:10:03<00:00,  2.69it/s]\nEpoch 0: |          | 11304/? [1:10:04<00:00,  2.69it/s]\nEpoch 0: |          | 11304/? [1:10:04<00:00,  2.69it/s]\nEpoch 0: |          | 11305/? [1:10:04<00:00,  2.69it/s]\nEpoch 0: |          | 11305/? [1:10:04<00:00,  2.69it/s]\nEpoch 0: |          | 11306/? [1:10:04<00:00,  2.69it/s]\nEpoch 0: |          | 11306/? [1:10:04<00:00,  2.69it/s]\nEpoch 0: |          | 11307/? [1:10:04<00:00,  2.69it/s]\nEpoch 0: |          | 11307/? [1:10:04<00:00,  2.69it/s]\nEpoch 0: |          | 11308/? [1:10:05<00:00,  2.69it/s]\nEpoch 0: |          | 11308/? [1:10:05<00:00,  2.69it/s]\nEpoch 0: |          | 11309/? [1:10:05<00:00,  2.69it/s]\nEpoch 0: |          | 11309/? [1:10:05<00:00,  2.69it/s]\nEpoch 0: |          | 11310/? [1:10:05<00:00,  2.69it/s]\nEpoch 0: |          | 11310/? [1:10:05<00:00,  2.69it/s]\nEpoch 0: |          | 11311/? [1:10:06<00:00,  2.69it/s]\nEpoch 0: |          | 11311/? [1:10:06<00:00,  2.69it/s]\nEpoch 0: |          | 11312/? [1:10:06<00:00,  2.69it/s]\nEpoch 0: |          | 11312/? [1:10:06<00:00,  2.69it/s]\nEpoch 0: |          | 11313/? [1:10:06<00:00,  2.69it/s]\nEpoch 0: |          | 11313/? [1:10:06<00:00,  2.69it/s]\nEpoch 0: |          | 11314/? [1:10:07<00:00,  2.69it/s]\nEpoch 0: |          | 11314/? [1:10:07<00:00,  2.69it/s]\nEpoch 0: |          | 11315/? [1:10:07<00:00,  2.69it/s]\nEpoch 0: |          | 11315/? [1:10:07<00:00,  2.69it/s]\nEpoch 0: |          | 11316/? [1:10:07<00:00,  2.69it/s]\nEpoch 0: |          | 11316/? [1:10:07<00:00,  2.69it/s]\nEpoch 0: |          | 11317/? [1:10:08<00:00,  2.69it/s]\nEpoch 0: |          | 11317/? [1:10:08<00:00,  2.69it/s]\nEpoch 0: |          | 11318/? [1:10:08<00:00,  2.69it/s]\nEpoch 0: |          | 11318/? [1:10:08<00:00,  2.69it/s]\nEpoch 0: |          | 11319/? [1:10:08<00:00,  2.69it/s]\nEpoch 0: |          | 11319/? [1:10:08<00:00,  2.69it/s]\nEpoch 0: |          | 11320/? [1:10:08<00:00,  2.69it/s]\nEpoch 0: |          | 11320/? [1:10:08<00:00,  2.69it/s]\nEpoch 0: |          | 11321/? [1:10:09<00:00,  2.69it/s]\nEpoch 0: |          | 11321/? [1:10:09<00:00,  2.69it/s]\nEpoch 0: |          | 11322/? [1:10:09<00:00,  2.69it/s]\nEpoch 0: |          | 11322/? [1:10:09<00:00,  2.69it/s]\nEpoch 0: |          | 11323/? [1:10:09<00:00,  2.69it/s]\nEpoch 0: |          | 11323/? [1:10:09<00:00,  2.69it/s]\nEpoch 0: |          | 11324/? [1:10:10<00:00,  2.69it/s]\nEpoch 0: |          | 11324/? [1:10:10<00:00,  2.69it/s]\nEpoch 0: |          | 11325/? [1:10:10<00:00,  2.69it/s]\nEpoch 0: |          | 11325/? [1:10:10<00:00,  2.69it/s]\nEpoch 0: |          | 11326/? [1:10:10<00:00,  2.69it/s]\nEpoch 0: |          | 11326/? [1:10:10<00:00,  2.69it/s]\nEpoch 0: |          | 11327/? [1:10:11<00:00,  2.69it/s]\nEpoch 0: |          | 11327/? [1:10:11<00:00,  2.69it/s]\nEpoch 0: |          | 11328/? [1:10:11<00:00,  2.69it/s]\nEpoch 0: |          | 11328/? [1:10:11<00:00,  2.69it/s]\nEpoch 0: |          | 11329/? [1:10:11<00:00,  2.69it/s]\nEpoch 0: |          | 11329/? [1:10:11<00:00,  2.69it/s]\nEpoch 0: |          | 11330/? [1:10:12<00:00,  2.69it/s]\nEpoch 0: |          | 11330/? [1:10:12<00:00,  2.69it/s]\nEpoch 0: |          | 11331/? [1:10:12<00:00,  2.69it/s]\nEpoch 0: |          | 11331/? [1:10:12<00:00,  2.69it/s]\nEpoch 0: |          | 11332/? [1:10:12<00:00,  2.69it/s]\nEpoch 0: |          | 11332/? [1:10:12<00:00,  2.69it/s]\nEpoch 0: |          | 11333/? [1:10:13<00:00,  2.69it/s]\nEpoch 0: |          | 11333/? [1:10:13<00:00,  2.69it/s]\nEpoch 0: |          | 11334/? [1:10:13<00:00,  2.69it/s]\nEpoch 0: |          | 11334/? [1:10:13<00:00,  2.69it/s]\nEpoch 0: |          | 11335/? [1:10:13<00:00,  2.69it/s]\nEpoch 0: |          | 11335/? [1:10:13<00:00,  2.69it/s]\nEpoch 0: |          | 11336/? [1:10:13<00:00,  2.69it/s]\nEpoch 0: |          | 11336/? [1:10:13<00:00,  2.69it/s]\nEpoch 0: |          | 11337/? [1:10:14<00:00,  2.69it/s]\nEpoch 0: |          | 11337/? [1:10:14<00:00,  2.69it/s]\nEpoch 0: |          | 11338/? [1:10:14<00:00,  2.69it/s]\nEpoch 0: |          | 11338/? [1:10:14<00:00,  2.69it/s]\nEpoch 0: |          | 11339/? [1:10:14<00:00,  2.69it/s]\nEpoch 0: |          | 11339/? [1:10:14<00:00,  2.69it/s]\nEpoch 0: |          | 11340/? [1:10:15<00:00,  2.69it/s]\nEpoch 0: |          | 11340/? [1:10:15<00:00,  2.69it/s]\nEpoch 0: |          | 11341/? [1:10:15<00:00,  2.69it/s]\nEpoch 0: |          | 11341/? [1:10:15<00:00,  2.69it/s]\nEpoch 0: |          | 11342/? [1:10:15<00:00,  2.69it/s]\nEpoch 0: |          | 11342/? [1:10:15<00:00,  2.69it/s]\nEpoch 0: |          | 11343/? [1:10:16<00:00,  2.69it/s]\nEpoch 0: |          | 11343/? [1:10:16<00:00,  2.69it/s]\nEpoch 0: |          | 11344/? [1:10:16<00:00,  2.69it/s]\nEpoch 0: |          | 11344/? [1:10:16<00:00,  2.69it/s]\nEpoch 0: |          | 11345/? [1:10:16<00:00,  2.69it/s]\nEpoch 0: |          | 11345/? [1:10:16<00:00,  2.69it/s]\nEpoch 0: |          | 11346/? [1:10:17<00:00,  2.69it/s]\nEpoch 0: |          | 11346/? [1:10:17<00:00,  2.69it/s]\nEpoch 0: |          | 11347/? [1:10:17<00:00,  2.69it/s]\nEpoch 0: |          | 11347/? [1:10:17<00:00,  2.69it/s]\nEpoch 0: |          | 11348/? [1:10:17<00:00,  2.69it/s]\nEpoch 0: |          | 11348/? [1:10:17<00:00,  2.69it/s]\nEpoch 0: |          | 11349/? [1:10:17<00:00,  2.69it/s]\nEpoch 0: |          | 11349/? [1:10:17<00:00,  2.69it/s]\nEpoch 0: |          | 11350/? [1:10:18<00:00,  2.69it/s]\nEpoch 0: |          | 11350/? [1:10:18<00:00,  2.69it/s]\nEpoch 0: |          | 11351/? [1:10:18<00:00,  2.69it/s]\nEpoch 0: |          | 11351/? [1:10:18<00:00,  2.69it/s]\nEpoch 0: |          | 11352/? [1:10:18<00:00,  2.69it/s]\nEpoch 0: |          | 11352/? [1:10:18<00:00,  2.69it/s]\nEpoch 0: |          | 11353/? [1:10:19<00:00,  2.69it/s]\nEpoch 0: |          | 11353/? [1:10:19<00:00,  2.69it/s]\nEpoch 0: |          | 11354/? [1:10:19<00:00,  2.69it/s]\nEpoch 0: |          | 11354/? [1:10:19<00:00,  2.69it/s]\nEpoch 0: |          | 11355/? [1:10:19<00:00,  2.69it/s]\nEpoch 0: |          | 11355/? [1:10:19<00:00,  2.69it/s]\nEpoch 0: |          | 11356/? [1:10:20<00:00,  2.69it/s]\nEpoch 0: |          | 11356/? [1:10:20<00:00,  2.69it/s]\nEpoch 0: |          | 11357/? [1:10:20<00:00,  2.69it/s]\nEpoch 0: |          | 11357/? [1:10:20<00:00,  2.69it/s]\nEpoch 0: |          | 11358/? [1:10:20<00:00,  2.69it/s]\nEpoch 0: |          | 11358/? [1:10:20<00:00,  2.69it/s]\nEpoch 0: |          | 11359/? [1:10:20<00:00,  2.69it/s]\nEpoch 0: |          | 11359/? [1:10:20<00:00,  2.69it/s]\nEpoch 0: |          | 11360/? [1:10:21<00:00,  2.69it/s]\nEpoch 0: |          | 11360/? [1:10:21<00:00,  2.69it/s]\nEpoch 0: |          | 11361/? [1:10:21<00:00,  2.69it/s]\nEpoch 0: |          | 11361/? [1:10:21<00:00,  2.69it/s]\nEpoch 0: |          | 11362/? [1:10:21<00:00,  2.69it/s]\nEpoch 0: |          | 11362/? [1:10:21<00:00,  2.69it/s]\nEpoch 0: |          | 11363/? [1:10:22<00:00,  2.69it/s]\nEpoch 0: |          | 11363/? [1:10:22<00:00,  2.69it/s]\nEpoch 0: |          | 11364/? [1:10:22<00:00,  2.69it/s]\nEpoch 0: |          | 11364/? [1:10:22<00:00,  2.69it/s]\nEpoch 0: |          | 11365/? [1:10:22<00:00,  2.69it/s]\nEpoch 0: |          | 11365/? [1:10:22<00:00,  2.69it/s]\nEpoch 0: |          | 11366/? [1:10:23<00:00,  2.69it/s]\nEpoch 0: |          | 11366/? [1:10:23<00:00,  2.69it/s]\nEpoch 0: |          | 11367/? [1:10:23<00:00,  2.69it/s]\nEpoch 0: |          | 11367/? [1:10:23<00:00,  2.69it/s]\nEpoch 0: |          | 11368/? [1:10:23<00:00,  2.69it/s]\nEpoch 0: |          | 11368/? [1:10:23<00:00,  2.69it/s]\nEpoch 0: |          | 11369/? [1:10:24<00:00,  2.69it/s]\nEpoch 0: |          | 11369/? [1:10:24<00:00,  2.69it/s]\nEpoch 0: |          | 11370/? [1:10:24<00:00,  2.69it/s]\nEpoch 0: |          | 11370/? [1:10:24<00:00,  2.69it/s]\nEpoch 0: |          | 11371/? [1:10:24<00:00,  2.69it/s]\nEpoch 0: |          | 11371/? [1:10:24<00:00,  2.69it/s]\nEpoch 0: |          | 11372/? [1:10:24<00:00,  2.69it/s]\nEpoch 0: |          | 11372/? [1:10:24<00:00,  2.69it/s]\nEpoch 0: |          | 11373/? [1:10:25<00:00,  2.69it/s]\nEpoch 0: |          | 11373/? [1:10:25<00:00,  2.69it/s]\nEpoch 0: |          | 11374/? [1:10:25<00:00,  2.69it/s]\nEpoch 0: |          | 11374/? [1:10:25<00:00,  2.69it/s]\nEpoch 0: |          | 11375/? [1:10:25<00:00,  2.69it/s]\nEpoch 0: |          | 11375/? [1:10:25<00:00,  2.69it/s]\nEpoch 0: |          | 11376/? [1:10:26<00:00,  2.69it/s]\nEpoch 0: |          | 11376/? [1:10:26<00:00,  2.69it/s]\nEpoch 0: |          | 11377/? [1:10:26<00:00,  2.69it/s]\nEpoch 0: |          | 11377/? [1:10:26<00:00,  2.69it/s]\nEpoch 0: |          | 11378/? [1:10:26<00:00,  2.69it/s]\nEpoch 0: |          | 11378/? [1:10:26<00:00,  2.69it/s]\nEpoch 0: |          | 11379/? [1:10:27<00:00,  2.69it/s]\nEpoch 0: |          | 11379/? [1:10:27<00:00,  2.69it/s]\nEpoch 0: |          | 11380/? [1:10:27<00:00,  2.69it/s]\nEpoch 0: |          | 11380/? [1:10:27<00:00,  2.69it/s]\nEpoch 0: |          | 11381/? [1:10:27<00:00,  2.69it/s]\nEpoch 0: |          | 11381/? [1:10:27<00:00,  2.69it/s]\nEpoch 0: |          | 11382/? [1:10:28<00:00,  2.69it/s]\nEpoch 0: |          | 11382/? [1:10:28<00:00,  2.69it/s]\nEpoch 0: |          | 11383/? [1:10:28<00:00,  2.69it/s]\nEpoch 0: |          | 11383/? [1:10:28<00:00,  2.69it/s]\nEpoch 0: |          | 11384/? [1:10:28<00:00,  2.69it/s]\nEpoch 0: |          | 11384/? [1:10:28<00:00,  2.69it/s]\nEpoch 0: |          | 11385/? [1:10:28<00:00,  2.69it/s]\nEpoch 0: |          | 11385/? [1:10:28<00:00,  2.69it/s]\nEpoch 0: |          | 11386/? [1:10:29<00:00,  2.69it/s]\nEpoch 0: |          | 11386/? [1:10:29<00:00,  2.69it/s]\nEpoch 0: |          | 11387/? [1:10:29<00:00,  2.69it/s]\nEpoch 0: |          | 11387/? [1:10:29<00:00,  2.69it/s]\nEpoch 0: |          | 11388/? [1:10:29<00:00,  2.69it/s]\nEpoch 0: |          | 11388/? [1:10:29<00:00,  2.69it/s]\nEpoch 0: |          | 11389/? [1:10:30<00:00,  2.69it/s]\nEpoch 0: |          | 11389/? [1:10:30<00:00,  2.69it/s]\nEpoch 0: |          | 11390/? [1:10:30<00:00,  2.69it/s]\nEpoch 0: |          | 11390/? [1:10:30<00:00,  2.69it/s]\nEpoch 0: |          | 11391/? [1:10:30<00:00,  2.69it/s]\nEpoch 0: |          | 11391/? [1:10:30<00:00,  2.69it/s]\nEpoch 0: |          | 11392/? [1:10:31<00:00,  2.69it/s]\nEpoch 0: |          | 11392/? [1:10:31<00:00,  2.69it/s]\nEpoch 0: |          | 11393/? [1:10:31<00:00,  2.69it/s]\nEpoch 0: |          | 11393/? [1:10:31<00:00,  2.69it/s]\nEpoch 0: |          | 11394/? [1:10:31<00:00,  2.69it/s]\nEpoch 0: |          | 11394/? [1:10:31<00:00,  2.69it/s]\nEpoch 0: |          | 11395/? [1:10:32<00:00,  2.69it/s]\nEpoch 0: |          | 11395/? [1:10:32<00:00,  2.69it/s]\nEpoch 0: |          | 11396/? [1:10:32<00:00,  2.69it/s]\nEpoch 0: |          | 11396/? [1:10:32<00:00,  2.69it/s]\nEpoch 0: |          | 11397/? [1:10:32<00:00,  2.69it/s]\nEpoch 0: |          | 11397/? [1:10:32<00:00,  2.69it/s]\nEpoch 0: |          | 11398/? [1:10:32<00:00,  2.69it/s]\nEpoch 0: |          | 11398/? [1:10:32<00:00,  2.69it/s]\nEpoch 0: |          | 11399/? [1:10:33<00:00,  2.69it/s]\nEpoch 0: |          | 11399/? [1:10:33<00:00,  2.69it/s]\nEpoch 0: |          | 11400/? [1:10:33<00:00,  2.69it/s]\nEpoch 0: |          | 11400/? [1:10:33<00:00,  2.69it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 17.07it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.18it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.66it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.55it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 11400/? [1:10:33<00:00,  2.69it/s]\nEpoch 0: |          | 11401/? [1:10:34<00:00,  2.69it/s]\nEpoch 0: |          | 11401/? [1:10:34<00:00,  2.69it/s]\nEpoch 0: |          | 11402/? [1:10:34<00:00,  2.69it/s]\nEpoch 0: |          | 11402/? [1:10:34<00:00,  2.69it/s]\nEpoch 0: |          | 11403/? [1:10:34<00:00,  2.69it/s]\nEpoch 0: |          | 11403/? [1:10:34<00:00,  2.69it/s]\nEpoch 0: |          | 11404/? [1:10:35<00:00,  2.69it/s]\nEpoch 0: |          | 11404/? [1:10:35<00:00,  2.69it/s]\nEpoch 0: |          | 11405/? [1:10:35<00:00,  2.69it/s]\nEpoch 0: |          | 11405/? [1:10:35<00:00,  2.69it/s]\nEpoch 0: |          | 11406/? [1:10:35<00:00,  2.69it/s]\nEpoch 0: |          | 11406/? [1:10:35<00:00,  2.69it/s]\nEpoch 0: |          | 11407/? [1:10:36<00:00,  2.69it/s]\nEpoch 0: |          | 11407/? [1:10:36<00:00,  2.69it/s]\nEpoch 0: |          | 11408/? [1:10:36<00:00,  2.69it/s]\nEpoch 0: |          | 11408/? [1:10:36<00:00,  2.69it/s]\nEpoch 0: |          | 11409/? [1:10:36<00:00,  2.69it/s]\nEpoch 0: |          | 11409/? [1:10:36<00:00,  2.69it/s]\nEpoch 0: |          | 11410/? [1:10:37<00:00,  2.69it/s]\nEpoch 0: |          | 11410/? [1:10:37<00:00,  2.69it/s]\nEpoch 0: |          | 11411/? [1:10:37<00:00,  2.69it/s]\nEpoch 0: |          | 11411/? [1:10:37<00:00,  2.69it/s]\nEpoch 0: |          | 11412/? [1:10:37<00:00,  2.69it/s]\nEpoch 0: |          | 11412/? [1:10:37<00:00,  2.69it/s]\nEpoch 0: |          | 11413/? [1:10:38<00:00,  2.69it/s]\nEpoch 0: |          | 11413/? [1:10:38<00:00,  2.69it/s]\nEpoch 0: |          | 11414/? [1:10:38<00:00,  2.69it/s]\nEpoch 0: |          | 11414/? [1:10:38<00:00,  2.69it/s]\nEpoch 0: |          | 11415/? [1:10:38<00:00,  2.69it/s]\nEpoch 0: |          | 11415/? [1:10:38<00:00,  2.69it/s]\nEpoch 0: |          | 11416/? [1:10:38<00:00,  2.69it/s]\nEpoch 0: |          | 11416/? [1:10:38<00:00,  2.69it/s]\nEpoch 0: |          | 11417/? [1:10:39<00:00,  2.69it/s]\nEpoch 0: |          | 11417/? [1:10:39<00:00,  2.69it/s]\nEpoch 0: |          | 11418/? [1:10:39<00:00,  2.69it/s]\nEpoch 0: |          | 11418/? [1:10:39<00:00,  2.69it/s]\nEpoch 0: |          | 11419/? [1:10:39<00:00,  2.69it/s]\nEpoch 0: |          | 11419/? [1:10:39<00:00,  2.69it/s]\nEpoch 0: |          | 11420/? [1:10:40<00:00,  2.69it/s]\nEpoch 0: |          | 11420/? [1:10:40<00:00,  2.69it/s]\nEpoch 0: |          | 11421/? [1:10:40<00:00,  2.69it/s]\nEpoch 0: |          | 11421/? [1:10:40<00:00,  2.69it/s]\nEpoch 0: |          | 11422/? [1:10:40<00:00,  2.69it/s]\nEpoch 0: |          | 11422/? [1:10:40<00:00,  2.69it/s]\nEpoch 0: |          | 11423/? [1:10:41<00:00,  2.69it/s]\nEpoch 0: |          | 11423/? [1:10:41<00:00,  2.69it/s]\nEpoch 0: |          | 11424/? [1:10:41<00:00,  2.69it/s]\nEpoch 0: |          | 11424/? [1:10:41<00:00,  2.69it/s]\nEpoch 0: |          | 11425/? [1:10:41<00:00,  2.69it/s]\nEpoch 0: |          | 11425/? [1:10:41<00:00,  2.69it/s]\nEpoch 0: |          | 11426/? [1:10:42<00:00,  2.69it/s]\nEpoch 0: |          | 11426/? [1:10:42<00:00,  2.69it/s]\nEpoch 0: |          | 11427/? [1:10:42<00:00,  2.69it/s]\nEpoch 0: |          | 11427/? [1:10:42<00:00,  2.69it/s]\nEpoch 0: |          | 11428/? [1:10:42<00:00,  2.69it/s]\nEpoch 0: |          | 11428/? [1:10:42<00:00,  2.69it/s]\nEpoch 0: |          | 11429/? [1:10:42<00:00,  2.69it/s]\nEpoch 0: |          | 11429/? [1:10:42<00:00,  2.69it/s]\nEpoch 0: |          | 11430/? [1:10:43<00:00,  2.69it/s]\nEpoch 0: |          | 11430/? [1:10:43<00:00,  2.69it/s]\nEpoch 0: |          | 11431/? [1:10:43<00:00,  2.69it/s]\nEpoch 0: |          | 11431/? [1:10:43<00:00,  2.69it/s]\nEpoch 0: |          | 11432/? [1:10:43<00:00,  2.69it/s]\nEpoch 0: |          | 11432/? [1:10:43<00:00,  2.69it/s]\nEpoch 0: |          | 11433/? [1:10:44<00:00,  2.69it/s]\nEpoch 0: |          | 11433/? [1:10:44<00:00,  2.69it/s]\nEpoch 0: |          | 11434/? [1:10:44<00:00,  2.69it/s]\nEpoch 0: |          | 11434/? [1:10:44<00:00,  2.69it/s]\nEpoch 0: |          | 11435/? [1:10:44<00:00,  2.69it/s]\nEpoch 0: |          | 11435/? [1:10:44<00:00,  2.69it/s]\nEpoch 0: |          | 11436/? [1:10:45<00:00,  2.69it/s]\nEpoch 0: |          | 11436/? [1:10:45<00:00,  2.69it/s]\nEpoch 0: |          | 11437/? [1:10:45<00:00,  2.69it/s]\nEpoch 0: |          | 11437/? [1:10:45<00:00,  2.69it/s]\nEpoch 0: |          | 11438/? [1:10:45<00:00,  2.69it/s]\nEpoch 0: |          | 11438/? [1:10:45<00:00,  2.69it/s]\nEpoch 0: |          | 11439/? [1:10:46<00:00,  2.69it/s]\nEpoch 0: |          | 11439/? [1:10:46<00:00,  2.69it/s]\nEpoch 0: |          | 11440/? [1:10:46<00:00,  2.69it/s]\nEpoch 0: |          | 11440/? [1:10:46<00:00,  2.69it/s]\nEpoch 0: |          | 11441/? [1:10:46<00:00,  2.69it/s]\nEpoch 0: |          | 11441/? [1:10:46<00:00,  2.69it/s]\nEpoch 0: |          | 11442/? [1:10:47<00:00,  2.69it/s]\nEpoch 0: |          | 11442/? [1:10:47<00:00,  2.69it/s]\nEpoch 0: |          | 11443/? [1:10:47<00:00,  2.69it/s]\nEpoch 0: |          | 11443/? [1:10:47<00:00,  2.69it/s]\nEpoch 0: |          | 11444/? [1:10:47<00:00,  2.69it/s]\nEpoch 0: |          | 11444/? [1:10:47<00:00,  2.69it/s]\nEpoch 0: |          | 11445/? [1:10:48<00:00,  2.69it/s]\nEpoch 0: |          | 11445/? [1:10:48<00:00,  2.69it/s]\nEpoch 0: |          | 11446/? [1:10:48<00:00,  2.69it/s]\nEpoch 0: |          | 11446/? [1:10:48<00:00,  2.69it/s]\nEpoch 0: |          | 11447/? [1:10:48<00:00,  2.69it/s]\nEpoch 0: |          | 11447/? [1:10:48<00:00,  2.69it/s]\nEpoch 0: |          | 11448/? [1:10:48<00:00,  2.69it/s]\nEpoch 0: |          | 11448/? [1:10:48<00:00,  2.69it/s]\nEpoch 0: |          | 11449/? [1:10:49<00:00,  2.69it/s]\nEpoch 0: |          | 11449/? [1:10:49<00:00,  2.69it/s]\nEpoch 0: |          | 11450/? [1:10:49<00:00,  2.69it/s]\nEpoch 0: |          | 11450/? [1:10:49<00:00,  2.69it/s]\nEpoch 0: |          | 11451/? [1:10:49<00:00,  2.69it/s]\nEpoch 0: |          | 11451/? [1:10:49<00:00,  2.69it/s]\nEpoch 0: |          | 11452/? [1:10:50<00:00,  2.69it/s]\nEpoch 0: |          | 11452/? [1:10:50<00:00,  2.69it/s]\nEpoch 0: |          | 11453/? [1:10:50<00:00,  2.69it/s]\nEpoch 0: |          | 11453/? [1:10:50<00:00,  2.69it/s]\nEpoch 0: |          | 11454/? [1:10:50<00:00,  2.69it/s]\nEpoch 0: |          | 11454/? [1:10:50<00:00,  2.69it/s]\nEpoch 0: |          | 11455/? [1:10:51<00:00,  2.69it/s]\nEpoch 0: |          | 11455/? [1:10:51<00:00,  2.69it/s]\nEpoch 0: |          | 11456/? [1:10:51<00:00,  2.69it/s]\nEpoch 0: |          | 11456/? [1:10:51<00:00,  2.69it/s]\nEpoch 0: |          | 11457/? [1:10:51<00:00,  2.69it/s]\nEpoch 0: |          | 11457/? [1:10:51<00:00,  2.69it/s]\nEpoch 0: |          | 11458/? [1:10:52<00:00,  2.69it/s]\nEpoch 0: |          | 11458/? [1:10:52<00:00,  2.69it/s]\nEpoch 0: |          | 11459/? [1:10:52<00:00,  2.69it/s]\nEpoch 0: |          | 11459/? [1:10:52<00:00,  2.69it/s]\nEpoch 0: |          | 11460/? [1:10:52<00:00,  2.69it/s]\nEpoch 0: |          | 11460/? [1:10:52<00:00,  2.69it/s]\nEpoch 0: |          | 11461/? [1:10:53<00:00,  2.69it/s]\nEpoch 0: |          | 11461/? [1:10:53<00:00,  2.69it/s]\nEpoch 0: |          | 11462/? [1:10:53<00:00,  2.69it/s]\nEpoch 0: |          | 11462/? [1:10:53<00:00,  2.69it/s]\nEpoch 0: |          | 11463/? [1:10:53<00:00,  2.69it/s]\nEpoch 0: |          | 11463/? [1:10:53<00:00,  2.69it/s]\nEpoch 0: |          | 11464/? [1:10:53<00:00,  2.69it/s]\nEpoch 0: |          | 11464/? [1:10:53<00:00,  2.69it/s]\nEpoch 0: |          | 11465/? [1:10:54<00:00,  2.69it/s]\nEpoch 0: |          | 11465/? [1:10:54<00:00,  2.69it/s]\nEpoch 0: |          | 11466/? [1:10:54<00:00,  2.70it/s]\nEpoch 0: |          | 11466/? [1:10:54<00:00,  2.70it/s]\nEpoch 0: |          | 11467/? [1:10:54<00:00,  2.70it/s]\nEpoch 0: |          | 11467/? [1:10:54<00:00,  2.70it/s]\nEpoch 0: |          | 11468/? [1:10:55<00:00,  2.70it/s]\nEpoch 0: |          | 11468/? [1:10:55<00:00,  2.70it/s]\nEpoch 0: |          | 11469/? [1:10:55<00:00,  2.70it/s]\nEpoch 0: |          | 11469/? [1:10:55<00:00,  2.70it/s]\nEpoch 0: |          | 11470/? [1:10:55<00:00,  2.70it/s]\nEpoch 0: |          | 11470/? [1:10:55<00:00,  2.70it/s]\nEpoch 0: |          | 11471/? [1:10:56<00:00,  2.70it/s]\nEpoch 0: |          | 11471/? [1:10:56<00:00,  2.70it/s]\nEpoch 0: |          | 11472/? [1:10:56<00:00,  2.70it/s]\nEpoch 0: |          | 11472/? [1:10:56<00:00,  2.70it/s]\nEpoch 0: |          | 11473/? [1:10:56<00:00,  2.70it/s]\nEpoch 0: |          | 11473/? [1:10:56<00:00,  2.70it/s]\nEpoch 0: |          | 11474/? [1:10:56<00:00,  2.70it/s]\nEpoch 0: |          | 11474/? [1:10:56<00:00,  2.70it/s]\nEpoch 0: |          | 11475/? [1:10:57<00:00,  2.70it/s]\nEpoch 0: |          | 11475/? [1:10:57<00:00,  2.70it/s]\nEpoch 0: |          | 11476/? [1:10:57<00:00,  2.70it/s]\nEpoch 0: |          | 11476/? [1:10:57<00:00,  2.70it/s]\nEpoch 0: |          | 11477/? [1:10:57<00:00,  2.70it/s]\nEpoch 0: |          | 11477/? [1:10:57<00:00,  2.70it/s]\nEpoch 0: |          | 11478/? [1:10:58<00:00,  2.70it/s]\nEpoch 0: |          | 11478/? [1:10:58<00:00,  2.70it/s]\nEpoch 0: |          | 11479/? [1:10:58<00:00,  2.70it/s]\nEpoch 0: |          | 11479/? [1:10:58<00:00,  2.70it/s]\nEpoch 0: |          | 11480/? [1:10:58<00:00,  2.70it/s]\nEpoch 0: |          | 11480/? [1:10:58<00:00,  2.70it/s]\nEpoch 0: |          | 11481/? [1:10:59<00:00,  2.70it/s]\nEpoch 0: |          | 11481/? [1:10:59<00:00,  2.70it/s]\nEpoch 0: |          | 11482/? [1:10:59<00:00,  2.70it/s]\nEpoch 0: |          | 11482/? [1:10:59<00:00,  2.70it/s]\nEpoch 0: |          | 11483/? [1:10:59<00:00,  2.70it/s]\nEpoch 0: |          | 11483/? [1:10:59<00:00,  2.70it/s]\nEpoch 0: |          | 11484/? [1:11:00<00:00,  2.70it/s]\nEpoch 0: |          | 11484/? [1:11:00<00:00,  2.70it/s]\nEpoch 0: |          | 11485/? [1:11:00<00:00,  2.70it/s]\nEpoch 0: |          | 11485/? [1:11:00<00:00,  2.70it/s]\nEpoch 0: |          | 11486/? [1:11:00<00:00,  2.70it/s]\nEpoch 0: |          | 11486/? [1:11:00<00:00,  2.70it/s]\nEpoch 0: |          | 11487/? [1:11:01<00:00,  2.70it/s]\nEpoch 0: |          | 11487/? [1:11:01<00:00,  2.70it/s]\nEpoch 0: |          | 11488/? [1:11:01<00:00,  2.70it/s]\nEpoch 0: |          | 11488/? [1:11:01<00:00,  2.70it/s]\nEpoch 0: |          | 11489/? [1:11:01<00:00,  2.70it/s]\nEpoch 0: |          | 11489/? [1:11:01<00:00,  2.70it/s]\nEpoch 0: |          | 11490/? [1:11:01<00:00,  2.70it/s]\nEpoch 0: |          | 11490/? [1:11:01<00:00,  2.70it/s]\nEpoch 0: |          | 11491/? [1:11:02<00:00,  2.70it/s]\nEpoch 0: |          | 11491/? [1:11:02<00:00,  2.70it/s]\nEpoch 0: |          | 11492/? [1:11:02<00:00,  2.70it/s]\nEpoch 0: |          | 11492/? [1:11:02<00:00,  2.70it/s]\nEpoch 0: |          | 11493/? [1:11:02<00:00,  2.70it/s]\nEpoch 0: |          | 11493/? [1:11:02<00:00,  2.70it/s]\nEpoch 0: |          | 11494/? [1:11:03<00:00,  2.70it/s]\nEpoch 0: |          | 11494/? [1:11:03<00:00,  2.70it/s]\nEpoch 0: |          | 11495/? [1:11:03<00:00,  2.70it/s]\nEpoch 0: |          | 11495/? [1:11:03<00:00,  2.70it/s]\nEpoch 0: |          | 11496/? [1:11:03<00:00,  2.70it/s]\nEpoch 0: |          | 11496/? [1:11:03<00:00,  2.70it/s]\nEpoch 0: |          | 11497/? [1:11:04<00:00,  2.70it/s]\nEpoch 0: |          | 11497/? [1:11:04<00:00,  2.70it/s]\nEpoch 0: |          | 11498/? [1:11:04<00:00,  2.70it/s]\nEpoch 0: |          | 11498/? [1:11:04<00:00,  2.70it/s]\nEpoch 0: |          | 11499/? [1:11:04<00:00,  2.70it/s]\nEpoch 0: |          | 11499/? [1:11:04<00:00,  2.70it/s]\nEpoch 0: |          | 11500/? [1:11:05<00:00,  2.70it/s]\nEpoch 0: |          | 11500/? [1:11:05<00:00,  2.70it/s]\nEpoch 0: |          | 11501/? [1:11:05<00:00,  2.70it/s]\nEpoch 0: |          | 11501/? [1:11:05<00:00,  2.70it/s]\nEpoch 0: |          | 11502/? [1:11:05<00:00,  2.70it/s]\nEpoch 0: |          | 11502/? [1:11:05<00:00,  2.70it/s]\nEpoch 0: |          | 11503/? [1:11:05<00:00,  2.70it/s]\nEpoch 0: |          | 11503/? [1:11:05<00:00,  2.70it/s]\nEpoch 0: |          | 11504/? [1:11:06<00:00,  2.70it/s]\nEpoch 0: |          | 11504/? [1:11:06<00:00,  2.70it/s]\nEpoch 0: |          | 11505/? [1:11:06<00:00,  2.70it/s]\nEpoch 0: |          | 11505/? [1:11:06<00:00,  2.70it/s]\nEpoch 0: |          | 11506/? [1:11:06<00:00,  2.70it/s]\nEpoch 0: |          | 11506/? [1:11:06<00:00,  2.70it/s]\nEpoch 0: |          | 11507/? [1:11:07<00:00,  2.70it/s]\nEpoch 0: |          | 11507/? [1:11:07<00:00,  2.70it/s]\nEpoch 0: |          | 11508/? [1:11:07<00:00,  2.70it/s]\nEpoch 0: |          | 11508/? [1:11:07<00:00,  2.70it/s]\nEpoch 0: |          | 11509/? [1:11:07<00:00,  2.70it/s]\nEpoch 0: |          | 11509/? [1:11:07<00:00,  2.70it/s]\nEpoch 0: |          | 11510/? [1:11:08<00:00,  2.70it/s]\nEpoch 0: |          | 11510/? [1:11:08<00:00,  2.70it/s]\nEpoch 0: |          | 11511/? [1:11:08<00:00,  2.70it/s]\nEpoch 0: |          | 11511/? [1:11:08<00:00,  2.70it/s]\nEpoch 0: |          | 11512/? [1:11:08<00:00,  2.70it/s]\nEpoch 0: |          | 11512/? [1:11:08<00:00,  2.70it/s]\nEpoch 0: |          | 11513/? [1:11:09<00:00,  2.70it/s]\nEpoch 0: |          | 11513/? [1:11:09<00:00,  2.70it/s]\nEpoch 0: |          | 11514/? [1:11:09<00:00,  2.70it/s]\nEpoch 0: |          | 11514/? [1:11:09<00:00,  2.70it/s]\nEpoch 0: |          | 11515/? [1:11:09<00:00,  2.70it/s]\nEpoch 0: |          | 11515/? [1:11:09<00:00,  2.70it/s]\nEpoch 0: |          | 11516/? [1:11:09<00:00,  2.70it/s]\nEpoch 0: |          | 11516/? [1:11:09<00:00,  2.70it/s]\nEpoch 0: |          | 11517/? [1:11:10<00:00,  2.70it/s]\nEpoch 0: |          | 11517/? [1:11:10<00:00,  2.70it/s]\nEpoch 0: |          | 11518/? [1:11:10<00:00,  2.70it/s]\nEpoch 0: |          | 11518/? [1:11:10<00:00,  2.70it/s]\nEpoch 0: |          | 11519/? [1:11:10<00:00,  2.70it/s]\nEpoch 0: |          | 11519/? [1:11:10<00:00,  2.70it/s]\nEpoch 0: |          | 11520/? [1:11:11<00:00,  2.70it/s]\nEpoch 0: |          | 11520/? [1:11:11<00:00,  2.70it/s]\nEpoch 0: |          | 11521/? [1:11:11<00:00,  2.70it/s]\nEpoch 0: |          | 11521/? [1:11:11<00:00,  2.70it/s]\nEpoch 0: |          | 11522/? [1:11:11<00:00,  2.70it/s]\nEpoch 0: |          | 11522/? [1:11:11<00:00,  2.70it/s]\nEpoch 0: |          | 11523/? [1:11:12<00:00,  2.70it/s]\nEpoch 0: |          | 11523/? [1:11:12<00:00,  2.70it/s]\nEpoch 0: |          | 11524/? [1:11:12<00:00,  2.70it/s]\nEpoch 0: |          | 11524/? [1:11:12<00:00,  2.70it/s]\nEpoch 0: |          | 11525/? [1:11:12<00:00,  2.70it/s]\nEpoch 0: |          | 11525/? [1:11:12<00:00,  2.70it/s]\nEpoch 0: |          | 11526/? [1:11:13<00:00,  2.70it/s]\nEpoch 0: |          | 11526/? [1:11:13<00:00,  2.70it/s]\nEpoch 0: |          | 11527/? [1:11:13<00:00,  2.70it/s]\nEpoch 0: |          | 11527/? [1:11:13<00:00,  2.70it/s]\nEpoch 0: |          | 11528/? [1:11:13<00:00,  2.70it/s]\nEpoch 0: |          | 11528/? [1:11:13<00:00,  2.70it/s]\nEpoch 0: |          | 11529/? [1:11:13<00:00,  2.70it/s]\nEpoch 0: |          | 11529/? [1:11:13<00:00,  2.70it/s]\nEpoch 0: |          | 11530/? [1:11:14<00:00,  2.70it/s]\nEpoch 0: |          | 11530/? [1:11:14<00:00,  2.70it/s]\nEpoch 0: |          | 11531/? [1:11:14<00:00,  2.70it/s]\nEpoch 0: |          | 11531/? [1:11:14<00:00,  2.70it/s]\nEpoch 0: |          | 11532/? [1:11:14<00:00,  2.70it/s]\nEpoch 0: |          | 11532/? [1:11:14<00:00,  2.70it/s]\nEpoch 0: |          | 11533/? [1:11:15<00:00,  2.70it/s]\nEpoch 0: |          | 11533/? [1:11:15<00:00,  2.70it/s]\nEpoch 0: |          | 11534/? [1:11:15<00:00,  2.70it/s]\nEpoch 0: |          | 11534/? [1:11:15<00:00,  2.70it/s]\nEpoch 0: |          | 11535/? [1:11:15<00:00,  2.70it/s]\nEpoch 0: |          | 11535/? [1:11:15<00:00,  2.70it/s]\nEpoch 0: |          | 11536/? [1:11:16<00:00,  2.70it/s]\nEpoch 0: |          | 11536/? [1:11:16<00:00,  2.70it/s]\nEpoch 0: |          | 11537/? [1:11:16<00:00,  2.70it/s]\nEpoch 0: |          | 11537/? [1:11:16<00:00,  2.70it/s]\nEpoch 0: |          | 11538/? [1:11:16<00:00,  2.70it/s]\nEpoch 0: |          | 11538/? [1:11:16<00:00,  2.70it/s]\nEpoch 0: |          | 11539/? [1:11:17<00:00,  2.70it/s]\nEpoch 0: |          | 11539/? [1:11:17<00:00,  2.70it/s]\nEpoch 0: |          | 11540/? [1:11:17<00:00,  2.70it/s]\nEpoch 0: |          | 11540/? [1:11:17<00:00,  2.70it/s]\nEpoch 0: |          | 11541/? [1:11:17<00:00,  2.70it/s]\nEpoch 0: |          | 11541/? [1:11:17<00:00,  2.70it/s]\nEpoch 0: |          | 11542/? [1:11:17<00:00,  2.70it/s]\nEpoch 0: |          | 11542/? [1:11:17<00:00,  2.70it/s]\nEpoch 0: |          | 11543/? [1:11:18<00:00,  2.70it/s]\nEpoch 0: |          | 11543/? [1:11:18<00:00,  2.70it/s]\nEpoch 0: |          | 11544/? [1:11:18<00:00,  2.70it/s]\nEpoch 0: |          | 11544/? [1:11:18<00:00,  2.70it/s]\nEpoch 0: |          | 11545/? [1:11:18<00:00,  2.70it/s]\nEpoch 0: |          | 11545/? [1:11:18<00:00,  2.70it/s]\nEpoch 0: |          | 11546/? [1:11:19<00:00,  2.70it/s]\nEpoch 0: |          | 11546/? [1:11:19<00:00,  2.70it/s]\nEpoch 0: |          | 11547/? [1:11:19<00:00,  2.70it/s]\nEpoch 0: |          | 11547/? [1:11:19<00:00,  2.70it/s]\nEpoch 0: |          | 11548/? [1:11:19<00:00,  2.70it/s]\nEpoch 0: |          | 11548/? [1:11:19<00:00,  2.70it/s]\nEpoch 0: |          | 11549/? [1:11:20<00:00,  2.70it/s]\nEpoch 0: |          | 11549/? [1:11:20<00:00,  2.70it/s]\nEpoch 0: |          | 11550/? [1:11:20<00:00,  2.70it/s]\nEpoch 0: |          | 11550/? [1:11:20<00:00,  2.70it/s]\nEpoch 0: |          | 11551/? [1:11:20<00:00,  2.70it/s]\nEpoch 0: |          | 11551/? [1:11:20<00:00,  2.70it/s]\nEpoch 0: |          | 11552/? [1:11:21<00:00,  2.70it/s]\nEpoch 0: |          | 11552/? [1:11:21<00:00,  2.70it/s]\nEpoch 0: |          | 11553/? [1:11:21<00:00,  2.70it/s]\nEpoch 0: |          | 11553/? [1:11:21<00:00,  2.70it/s]\nEpoch 0: |          | 11554/? [1:11:21<00:00,  2.70it/s]\nEpoch 0: |          | 11554/? [1:11:21<00:00,  2.70it/s]\nEpoch 0: |          | 11555/? [1:11:21<00:00,  2.70it/s]\nEpoch 0: |          | 11555/? [1:11:21<00:00,  2.70it/s]\nEpoch 0: |          | 11556/? [1:11:22<00:00,  2.70it/s]\nEpoch 0: |          | 11556/? [1:11:22<00:00,  2.70it/s]\nEpoch 0: |          | 11557/? [1:11:22<00:00,  2.70it/s]\nEpoch 0: |          | 11557/? [1:11:22<00:00,  2.70it/s]\nEpoch 0: |          | 11558/? [1:11:22<00:00,  2.70it/s]\nEpoch 0: |          | 11558/? [1:11:22<00:00,  2.70it/s]\nEpoch 0: |          | 11559/? [1:11:23<00:00,  2.70it/s]\nEpoch 0: |          | 11559/? [1:11:23<00:00,  2.70it/s]\nEpoch 0: |          | 11560/? [1:11:23<00:00,  2.70it/s]\nEpoch 0: |          | 11560/? [1:11:23<00:00,  2.70it/s]\nEpoch 0: |          | 11561/? [1:11:23<00:00,  2.70it/s]\nEpoch 0: |          | 11561/? [1:11:23<00:00,  2.70it/s]\nEpoch 0: |          | 11562/? [1:11:24<00:00,  2.70it/s]\nEpoch 0: |          | 11562/? [1:11:24<00:00,  2.70it/s]\nEpoch 0: |          | 11563/? [1:11:24<00:00,  2.70it/s]\nEpoch 0: |          | 11563/? [1:11:24<00:00,  2.70it/s]\nEpoch 0: |          | 11564/? [1:11:24<00:00,  2.70it/s]\nEpoch 0: |          | 11564/? [1:11:24<00:00,  2.70it/s]\nEpoch 0: |          | 11565/? [1:11:25<00:00,  2.70it/s]\nEpoch 0: |          | 11565/? [1:11:25<00:00,  2.70it/s]\nEpoch 0: |          | 11566/? [1:11:25<00:00,  2.70it/s]\nEpoch 0: |          | 11566/? [1:11:25<00:00,  2.70it/s]\nEpoch 0: |          | 11567/? [1:11:25<00:00,  2.70it/s]\nEpoch 0: |          | 11567/? [1:11:25<00:00,  2.70it/s]\nEpoch 0: |          | 11568/? [1:11:25<00:00,  2.70it/s]\nEpoch 0: |          | 11568/? [1:11:25<00:00,  2.70it/s]\nEpoch 0: |          | 11569/? [1:11:26<00:00,  2.70it/s]\nEpoch 0: |          | 11569/? [1:11:26<00:00,  2.70it/s]\nEpoch 0: |          | 11570/? [1:11:26<00:00,  2.70it/s]\nEpoch 0: |          | 11570/? [1:11:26<00:00,  2.70it/s]\nEpoch 0: |          | 11571/? [1:11:26<00:00,  2.70it/s]\nEpoch 0: |          | 11571/? [1:11:26<00:00,  2.70it/s]\nEpoch 0: |          | 11572/? [1:11:27<00:00,  2.70it/s]\nEpoch 0: |          | 11572/? [1:11:27<00:00,  2.70it/s]\nEpoch 0: |          | 11573/? [1:11:27<00:00,  2.70it/s]\nEpoch 0: |          | 11573/? [1:11:27<00:00,  2.70it/s]\nEpoch 0: |          | 11574/? [1:11:27<00:00,  2.70it/s]\nEpoch 0: |          | 11574/? [1:11:27<00:00,  2.70it/s]\nEpoch 0: |          | 11575/? [1:11:28<00:00,  2.70it/s]\nEpoch 0: |          | 11575/? [1:11:28<00:00,  2.70it/s]\nEpoch 0: |          | 11576/? [1:11:28<00:00,  2.70it/s]\nEpoch 0: |          | 11576/? [1:11:28<00:00,  2.70it/s]\nEpoch 0: |          | 11577/? [1:11:28<00:00,  2.70it/s]\nEpoch 0: |          | 11577/? [1:11:28<00:00,  2.70it/s]\nEpoch 0: |          | 11578/? [1:11:29<00:00,  2.70it/s]\nEpoch 0: |          | 11578/? [1:11:29<00:00,  2.70it/s]\nEpoch 0: |          | 11579/? [1:11:29<00:00,  2.70it/s]\nEpoch 0: |          | 11579/? [1:11:29<00:00,  2.70it/s]\nEpoch 0: |          | 11580/? [1:11:29<00:00,  2.70it/s]\nEpoch 0: |          | 11580/? [1:11:29<00:00,  2.70it/s]\nEpoch 0: |          | 11581/? [1:11:30<00:00,  2.70it/s]\nEpoch 0: |          | 11581/? [1:11:30<00:00,  2.70it/s]\nEpoch 0: |          | 11582/? [1:11:30<00:00,  2.70it/s]\nEpoch 0: |          | 11582/? [1:11:30<00:00,  2.70it/s]\nEpoch 0: |          | 11583/? [1:11:30<00:00,  2.70it/s]\nEpoch 0: |          | 11583/? [1:11:30<00:00,  2.70it/s]\nEpoch 0: |          | 11584/? [1:11:30<00:00,  2.70it/s]\nEpoch 0: |          | 11584/? [1:11:30<00:00,  2.70it/s]\nEpoch 0: |          | 11585/? [1:11:31<00:00,  2.70it/s]\nEpoch 0: |          | 11585/? [1:11:31<00:00,  2.70it/s]\nEpoch 0: |          | 11586/? [1:11:31<00:00,  2.70it/s]\nEpoch 0: |          | 11586/? [1:11:31<00:00,  2.70it/s]\nEpoch 0: |          | 11587/? [1:11:31<00:00,  2.70it/s]\nEpoch 0: |          | 11587/? [1:11:31<00:00,  2.70it/s]\nEpoch 0: |          | 11588/? [1:11:32<00:00,  2.70it/s]\nEpoch 0: |          | 11588/? [1:11:32<00:00,  2.70it/s]\nEpoch 0: |          | 11589/? [1:11:32<00:00,  2.70it/s]\nEpoch 0: |          | 11589/? [1:11:32<00:00,  2.70it/s]\nEpoch 0: |          | 11590/? [1:11:32<00:00,  2.70it/s]\nEpoch 0: |          | 11590/? [1:11:32<00:00,  2.70it/s]\nEpoch 0: |          | 11591/? [1:11:33<00:00,  2.70it/s]\nEpoch 0: |          | 11591/? [1:11:33<00:00,  2.70it/s]\nEpoch 0: |          | 11592/? [1:11:33<00:00,  2.70it/s]\nEpoch 0: |          | 11592/? [1:11:33<00:00,  2.70it/s]\nEpoch 0: |          | 11593/? [1:11:33<00:00,  2.70it/s]\nEpoch 0: |          | 11593/? [1:11:33<00:00,  2.70it/s]\nEpoch 0: |          | 11594/? [1:11:34<00:00,  2.70it/s]\nEpoch 0: |          | 11594/? [1:11:34<00:00,  2.70it/s]\nEpoch 0: |          | 11595/? [1:11:34<00:00,  2.70it/s]\nEpoch 0: |          | 11595/? [1:11:34<00:00,  2.70it/s]\nEpoch 0: |          | 11596/? [1:11:34<00:00,  2.70it/s]\nEpoch 0: |          | 11596/? [1:11:34<00:00,  2.70it/s]\nEpoch 0: |          | 11597/? [1:11:34<00:00,  2.70it/s]\nEpoch 0: |          | 11597/? [1:11:34<00:00,  2.70it/s]\nEpoch 0: |          | 11598/? [1:11:35<00:00,  2.70it/s]\nEpoch 0: |          | 11598/? [1:11:35<00:00,  2.70it/s]\nEpoch 0: |          | 11599/? [1:11:35<00:00,  2.70it/s]\nEpoch 0: |          | 11599/? [1:11:35<00:00,  2.70it/s]\nEpoch 0: |          | 11600/? [1:11:35<00:00,  2.70it/s]\nEpoch 0: |          | 11600/? [1:11:35<00:00,  2.70it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.48it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.76it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.80it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.98it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 11600/? [1:11:36<00:00,  2.70it/s]\nEpoch 0: |          | 11601/? [1:11:36<00:00,  2.70it/s]\nEpoch 0: |          | 11601/? [1:11:36<00:00,  2.70it/s]\nEpoch 0: |          | 11602/? [1:11:36<00:00,  2.70it/s]\nEpoch 0: |          | 11602/? [1:11:36<00:00,  2.70it/s]\nEpoch 0: |          | 11603/? [1:11:37<00:00,  2.70it/s]\nEpoch 0: |          | 11603/? [1:11:37<00:00,  2.70it/s]\nEpoch 0: |          | 11604/? [1:11:37<00:00,  2.70it/s]\nEpoch 0: |          | 11604/? [1:11:37<00:00,  2.70it/s]\nEpoch 0: |          | 11605/? [1:11:37<00:00,  2.70it/s]\nEpoch 0: |          | 11605/? [1:11:37<00:00,  2.70it/s]\nEpoch 0: |          | 11606/? [1:11:37<00:00,  2.70it/s]\nEpoch 0: |          | 11606/? [1:11:37<00:00,  2.70it/s]\nEpoch 0: |          | 11607/? [1:11:38<00:00,  2.70it/s]\nEpoch 0: |          | 11607/? [1:11:38<00:00,  2.70it/s]\nEpoch 0: |          | 11608/? [1:11:38<00:00,  2.70it/s]\nEpoch 0: |          | 11608/? [1:11:38<00:00,  2.70it/s]\nEpoch 0: |          | 11609/? [1:11:38<00:00,  2.70it/s]\nEpoch 0: |          | 11609/? [1:11:38<00:00,  2.70it/s]\nEpoch 0: |          | 11610/? [1:11:39<00:00,  2.70it/s]\nEpoch 0: |          | 11610/? [1:11:39<00:00,  2.70it/s]\nEpoch 0: |          | 11611/? [1:11:39<00:00,  2.70it/s]\nEpoch 0: |          | 11611/? [1:11:39<00:00,  2.70it/s]\nEpoch 0: |          | 11612/? [1:11:39<00:00,  2.70it/s]\nEpoch 0: |          | 11612/? [1:11:39<00:00,  2.70it/s]\nEpoch 0: |          | 11613/? [1:11:40<00:00,  2.70it/s]\nEpoch 0: |          | 11613/? [1:11:40<00:00,  2.70it/s]\nEpoch 0: |          | 11614/? [1:11:40<00:00,  2.70it/s]\nEpoch 0: |          | 11614/? [1:11:40<00:00,  2.70it/s]\nEpoch 0: |          | 11615/? [1:11:40<00:00,  2.70it/s]\nEpoch 0: |          | 11615/? [1:11:40<00:00,  2.70it/s]\nEpoch 0: |          | 11616/? [1:11:41<00:00,  2.70it/s]\nEpoch 0: |          | 11616/? [1:11:41<00:00,  2.70it/s]\nEpoch 0: |          | 11617/? [1:11:41<00:00,  2.70it/s]\nEpoch 0: |          | 11617/? [1:11:41<00:00,  2.70it/s]\nEpoch 0: |          | 11618/? [1:11:41<00:00,  2.70it/s]\nEpoch 0: |          | 11618/? [1:11:41<00:00,  2.70it/s]\nEpoch 0: |          | 11619/? [1:11:41<00:00,  2.70it/s]\nEpoch 0: |          | 11619/? [1:11:41<00:00,  2.70it/s]\nEpoch 0: |          | 11620/? [1:11:42<00:00,  2.70it/s]\nEpoch 0: |          | 11620/? [1:11:42<00:00,  2.70it/s]\nEpoch 0: |          | 11621/? [1:11:42<00:00,  2.70it/s]\nEpoch 0: |          | 11621/? [1:11:42<00:00,  2.70it/s]\nEpoch 0: |          | 11622/? [1:11:42<00:00,  2.70it/s]\nEpoch 0: |          | 11622/? [1:11:42<00:00,  2.70it/s]\nEpoch 0: |          | 11623/? [1:11:43<00:00,  2.70it/s]\nEpoch 0: |          | 11623/? [1:11:43<00:00,  2.70it/s]\nEpoch 0: |          | 11624/? [1:11:43<00:00,  2.70it/s]\nEpoch 0: |          | 11624/? [1:11:43<00:00,  2.70it/s]\nEpoch 0: |          | 11625/? [1:11:43<00:00,  2.70it/s]\nEpoch 0: |          | 11625/? [1:11:43<00:00,  2.70it/s]\nEpoch 0: |          | 11626/? [1:11:44<00:00,  2.70it/s]\nEpoch 0: |          | 11626/? [1:11:44<00:00,  2.70it/s]\nEpoch 0: |          | 11627/? [1:11:44<00:00,  2.70it/s]\nEpoch 0: |          | 11627/? [1:11:44<00:00,  2.70it/s]\nEpoch 0: |          | 11628/? [1:11:44<00:00,  2.70it/s]\nEpoch 0: |          | 11628/? [1:11:44<00:00,  2.70it/s]\nEpoch 0: |          | 11629/? [1:11:45<00:00,  2.70it/s]\nEpoch 0: |          | 11629/? [1:11:45<00:00,  2.70it/s]\nEpoch 0: |          | 11630/? [1:11:45<00:00,  2.70it/s]\nEpoch 0: |          | 11630/? [1:11:45<00:00,  2.70it/s]\nEpoch 0: |          | 11631/? [1:11:45<00:00,  2.70it/s]\nEpoch 0: |          | 11631/? [1:11:45<00:00,  2.70it/s]\nEpoch 0: |          | 11632/? [1:11:45<00:00,  2.70it/s]\nEpoch 0: |          | 11632/? [1:11:45<00:00,  2.70it/s]\nEpoch 0: |          | 11633/? [1:11:46<00:00,  2.70it/s]\nEpoch 0: |          | 11633/? [1:11:46<00:00,  2.70it/s]\nEpoch 0: |          | 11634/? [1:11:46<00:00,  2.70it/s]\nEpoch 0: |          | 11634/? [1:11:46<00:00,  2.70it/s]\nEpoch 0: |          | 11635/? [1:11:46<00:00,  2.70it/s]\nEpoch 0: |          | 11635/? [1:11:46<00:00,  2.70it/s]\nEpoch 0: |          | 11636/? [1:11:47<00:00,  2.70it/s]\nEpoch 0: |          | 11636/? [1:11:47<00:00,  2.70it/s]\nEpoch 0: |          | 11637/? [1:11:47<00:00,  2.70it/s]\nEpoch 0: |          | 11637/? [1:11:47<00:00,  2.70it/s]\nEpoch 0: |          | 11638/? [1:11:47<00:00,  2.70it/s]\nEpoch 0: |          | 11638/? [1:11:47<00:00,  2.70it/s]\nEpoch 0: |          | 11639/? [1:11:48<00:00,  2.70it/s]\nEpoch 0: |          | 11639/? [1:11:48<00:00,  2.70it/s]\nEpoch 0: |          | 11640/? [1:11:48<00:00,  2.70it/s]\nEpoch 0: |          | 11640/? [1:11:48<00:00,  2.70it/s]\nEpoch 0: |          | 11641/? [1:11:48<00:00,  2.70it/s]\nEpoch 0: |          | 11641/? [1:11:48<00:00,  2.70it/s]\nEpoch 0: |          | 11642/? [1:11:49<00:00,  2.70it/s]\nEpoch 0: |          | 11642/? [1:11:49<00:00,  2.70it/s]\nEpoch 0: |          | 11643/? [1:11:49<00:00,  2.70it/s]\nEpoch 0: |          | 11643/? [1:11:49<00:00,  2.70it/s]\nEpoch 0: |          | 11644/? [1:11:49<00:00,  2.70it/s]\nEpoch 0: |          | 11644/? [1:11:49<00:00,  2.70it/s]\nEpoch 0: |          | 11645/? [1:11:49<00:00,  2.70it/s]\nEpoch 0: |          | 11645/? [1:11:49<00:00,  2.70it/s]\nEpoch 0: |          | 11646/? [1:11:50<00:00,  2.70it/s]\nEpoch 0: |          | 11646/? [1:11:50<00:00,  2.70it/s]\nEpoch 0: |          | 11647/? [1:11:50<00:00,  2.70it/s]\nEpoch 0: |          | 11647/? [1:11:50<00:00,  2.70it/s]\nEpoch 0: |          | 11648/? [1:11:50<00:00,  2.70it/s]\nEpoch 0: |          | 11648/? [1:11:50<00:00,  2.70it/s]\nEpoch 0: |          | 11649/? [1:11:51<00:00,  2.70it/s]\nEpoch 0: |          | 11649/? [1:11:51<00:00,  2.70it/s]\nEpoch 0: |          | 11650/? [1:11:51<00:00,  2.70it/s]\nEpoch 0: |          | 11650/? [1:11:51<00:00,  2.70it/s]\nEpoch 0: |          | 11651/? [1:11:51<00:00,  2.70it/s]\nEpoch 0: |          | 11651/? [1:11:51<00:00,  2.70it/s]\nEpoch 0: |          | 11652/? [1:11:52<00:00,  2.70it/s]\nEpoch 0: |          | 11652/? [1:11:52<00:00,  2.70it/s]\nEpoch 0: |          | 11653/? [1:11:52<00:00,  2.70it/s]\nEpoch 0: |          | 11653/? [1:11:52<00:00,  2.70it/s]\nEpoch 0: |          | 11654/? [1:11:52<00:00,  2.70it/s]\nEpoch 0: |          | 11654/? [1:11:52<00:00,  2.70it/s]\nEpoch 0: |          | 11655/? [1:11:52<00:00,  2.70it/s]\nEpoch 0: |          | 11655/? [1:11:52<00:00,  2.70it/s]\nEpoch 0: |          | 11656/? [1:11:53<00:00,  2.70it/s]\nEpoch 0: |          | 11656/? [1:11:53<00:00,  2.70it/s]\nEpoch 0: |          | 11657/? [1:11:53<00:00,  2.70it/s]\nEpoch 0: |          | 11657/? [1:11:53<00:00,  2.70it/s]\nEpoch 0: |          | 11658/? [1:11:53<00:00,  2.70it/s]\nEpoch 0: |          | 11658/? [1:11:53<00:00,  2.70it/s]\nEpoch 0: |          | 11659/? [1:11:54<00:00,  2.70it/s]\nEpoch 0: |          | 11659/? [1:11:54<00:00,  2.70it/s]\nEpoch 0: |          | 11660/? [1:11:54<00:00,  2.70it/s]\nEpoch 0: |          | 11660/? [1:11:54<00:00,  2.70it/s]\nEpoch 0: |          | 11661/? [1:11:54<00:00,  2.70it/s]\nEpoch 0: |          | 11661/? [1:11:54<00:00,  2.70it/s]\nEpoch 0: |          | 11662/? [1:11:55<00:00,  2.70it/s]\nEpoch 0: |          | 11662/? [1:11:55<00:00,  2.70it/s]\nEpoch 0: |          | 11663/? [1:11:55<00:00,  2.70it/s]\nEpoch 0: |          | 11663/? [1:11:55<00:00,  2.70it/s]\nEpoch 0: |          | 11664/? [1:11:55<00:00,  2.70it/s]\nEpoch 0: |          | 11664/? [1:11:55<00:00,  2.70it/s]\nEpoch 0: |          | 11665/? [1:11:56<00:00,  2.70it/s]\nEpoch 0: |          | 11665/? [1:11:56<00:00,  2.70it/s]\nEpoch 0: |          | 11666/? [1:11:56<00:00,  2.70it/s]\nEpoch 0: |          | 11666/? [1:11:56<00:00,  2.70it/s]\nEpoch 0: |          | 11667/? [1:11:56<00:00,  2.70it/s]\nEpoch 0: |          | 11667/? [1:11:56<00:00,  2.70it/s]\nEpoch 0: |          | 11668/? [1:11:56<00:00,  2.70it/s]\nEpoch 0: |          | 11668/? [1:11:56<00:00,  2.70it/s]\nEpoch 0: |          | 11669/? [1:11:57<00:00,  2.70it/s]\nEpoch 0: |          | 11669/? [1:11:57<00:00,  2.70it/s]\nEpoch 0: |          | 11670/? [1:11:57<00:00,  2.70it/s]\nEpoch 0: |          | 11670/? [1:11:57<00:00,  2.70it/s]\nEpoch 0: |          | 11671/? [1:11:57<00:00,  2.70it/s]\nEpoch 0: |          | 11671/? [1:11:57<00:00,  2.70it/s]\nEpoch 0: |          | 11672/? [1:11:58<00:00,  2.70it/s]\nEpoch 0: |          | 11672/? [1:11:58<00:00,  2.70it/s]\nEpoch 0: |          | 11673/? [1:11:58<00:00,  2.70it/s]\nEpoch 0: |          | 11673/? [1:11:58<00:00,  2.70it/s]\nEpoch 0: |          | 11674/? [1:11:58<00:00,  2.70it/s]\nEpoch 0: |          | 11674/? [1:11:58<00:00,  2.70it/s]\nEpoch 0: |          | 11675/? [1:11:59<00:00,  2.70it/s]\nEpoch 0: |          | 11675/? [1:11:59<00:00,  2.70it/s]\nEpoch 0: |          | 11676/? [1:11:59<00:00,  2.70it/s]\nEpoch 0: |          | 11676/? [1:11:59<00:00,  2.70it/s]\nEpoch 0: |          | 11677/? [1:11:59<00:00,  2.70it/s]\nEpoch 0: |          | 11677/? [1:11:59<00:00,  2.70it/s]\nEpoch 0: |          | 11678/? [1:12:00<00:00,  2.70it/s]\nEpoch 0: |          | 11678/? [1:12:00<00:00,  2.70it/s]\nEpoch 0: |          | 11679/? [1:12:00<00:00,  2.70it/s]\nEpoch 0: |          | 11679/? [1:12:00<00:00,  2.70it/s]\nEpoch 0: |          | 11680/? [1:12:00<00:00,  2.70it/s]\nEpoch 0: |          | 11680/? [1:12:00<00:00,  2.70it/s]\nEpoch 0: |          | 11681/? [1:12:00<00:00,  2.70it/s]\nEpoch 0: |          | 11681/? [1:12:00<00:00,  2.70it/s]\nEpoch 0: |          | 11682/? [1:12:01<00:00,  2.70it/s]\nEpoch 0: |          | 11682/? [1:12:01<00:00,  2.70it/s]\nEpoch 0: |          | 11683/? [1:12:01<00:00,  2.70it/s]\nEpoch 0: |          | 11683/? [1:12:01<00:00,  2.70it/s]\nEpoch 0: |          | 11684/? [1:12:01<00:00,  2.70it/s]\nEpoch 0: |          | 11684/? [1:12:01<00:00,  2.70it/s]\nEpoch 0: |          | 11685/? [1:12:02<00:00,  2.70it/s]\nEpoch 0: |          | 11685/? [1:12:02<00:00,  2.70it/s]\nEpoch 0: |          | 11686/? [1:12:02<00:00,  2.70it/s]\nEpoch 0: |          | 11686/? [1:12:02<00:00,  2.70it/s]\nEpoch 0: |          | 11687/? [1:12:02<00:00,  2.70it/s]\nEpoch 0: |          | 11687/? [1:12:02<00:00,  2.70it/s]\nEpoch 0: |          | 11688/? [1:12:03<00:00,  2.70it/s]\nEpoch 0: |          | 11688/? [1:12:03<00:00,  2.70it/s]\nEpoch 0: |          | 11689/? [1:12:03<00:00,  2.70it/s]\nEpoch 0: |          | 11689/? [1:12:03<00:00,  2.70it/s]\nEpoch 0: |          | 11690/? [1:12:03<00:00,  2.70it/s]\nEpoch 0: |          | 11690/? [1:12:03<00:00,  2.70it/s]\nEpoch 0: |          | 11691/? [1:12:03<00:00,  2.70it/s]\nEpoch 0: |          | 11691/? [1:12:03<00:00,  2.70it/s]\nEpoch 0: |          | 11692/? [1:12:04<00:00,  2.70it/s]\nEpoch 0: |          | 11692/? [1:12:04<00:00,  2.70it/s]\nEpoch 0: |          | 11693/? [1:12:04<00:00,  2.70it/s]\nEpoch 0: |          | 11693/? [1:12:04<00:00,  2.70it/s]\nEpoch 0: |          | 11694/? [1:12:04<00:00,  2.70it/s]\nEpoch 0: |          | 11694/? [1:12:04<00:00,  2.70it/s]\nEpoch 0: |          | 11695/? [1:12:05<00:00,  2.70it/s]\nEpoch 0: |          | 11695/? [1:12:05<00:00,  2.70it/s]\nEpoch 0: |          | 11696/? [1:12:05<00:00,  2.70it/s]\nEpoch 0: |          | 11696/? [1:12:05<00:00,  2.70it/s]\nEpoch 0: |          | 11697/? [1:12:05<00:00,  2.70it/s]\nEpoch 0: |          | 11697/? [1:12:05<00:00,  2.70it/s]\nEpoch 0: |          | 11698/? [1:12:06<00:00,  2.70it/s]\nEpoch 0: |          | 11698/? [1:12:06<00:00,  2.70it/s]\nEpoch 0: |          | 11699/? [1:12:06<00:00,  2.70it/s]\nEpoch 0: |          | 11699/? [1:12:06<00:00,  2.70it/s]\nEpoch 0: |          | 11700/? [1:12:06<00:00,  2.70it/s]\nEpoch 0: |          | 11700/? [1:12:06<00:00,  2.70it/s]\nEpoch 0: |          | 11701/? [1:12:06<00:00,  2.70it/s]\nEpoch 0: |          | 11701/? [1:12:06<00:00,  2.70it/s]\nEpoch 0: |          | 11702/? [1:12:07<00:00,  2.70it/s]\nEpoch 0: |          | 11702/? [1:12:07<00:00,  2.70it/s]\nEpoch 0: |          | 11703/? [1:12:07<00:00,  2.70it/s]\nEpoch 0: |          | 11703/? [1:12:07<00:00,  2.70it/s]\nEpoch 0: |          | 11704/? [1:12:07<00:00,  2.70it/s]\nEpoch 0: |          | 11704/? [1:12:07<00:00,  2.70it/s]\nEpoch 0: |          | 11705/? [1:12:08<00:00,  2.70it/s]\nEpoch 0: |          | 11705/? [1:12:08<00:00,  2.70it/s]\nEpoch 0: |          | 11706/? [1:12:08<00:00,  2.70it/s]\nEpoch 0: |          | 11706/? [1:12:08<00:00,  2.70it/s]\nEpoch 0: |          | 11707/? [1:12:08<00:00,  2.70it/s]\nEpoch 0: |          | 11707/? [1:12:08<00:00,  2.70it/s]\nEpoch 0: |          | 11708/? [1:12:09<00:00,  2.70it/s]\nEpoch 0: |          | 11708/? [1:12:09<00:00,  2.70it/s]\nEpoch 0: |          | 11709/? [1:12:09<00:00,  2.70it/s]\nEpoch 0: |          | 11709/? [1:12:09<00:00,  2.70it/s]\nEpoch 0: |          | 11710/? [1:12:09<00:00,  2.70it/s]\nEpoch 0: |          | 11710/? [1:12:09<00:00,  2.70it/s]\nEpoch 0: |          | 11711/? [1:12:10<00:00,  2.70it/s]\nEpoch 0: |          | 11711/? [1:12:10<00:00,  2.70it/s]\nEpoch 0: |          | 11712/? [1:12:10<00:00,  2.70it/s]\nEpoch 0: |          | 11712/? [1:12:10<00:00,  2.70it/s]\nEpoch 0: |          | 11713/? [1:12:10<00:00,  2.70it/s]\nEpoch 0: |          | 11713/? [1:12:10<00:00,  2.70it/s]\nEpoch 0: |          | 11714/? [1:12:10<00:00,  2.70it/s]\nEpoch 0: |          | 11714/? [1:12:10<00:00,  2.70it/s]\nEpoch 0: |          | 11715/? [1:12:11<00:00,  2.70it/s]\nEpoch 0: |          | 11715/? [1:12:11<00:00,  2.70it/s]\nEpoch 0: |          | 11716/? [1:12:11<00:00,  2.70it/s]\nEpoch 0: |          | 11716/? [1:12:11<00:00,  2.70it/s]\nEpoch 0: |          | 11717/? [1:12:11<00:00,  2.70it/s]\nEpoch 0: |          | 11717/? [1:12:11<00:00,  2.70it/s]\nEpoch 0: |          | 11718/? [1:12:12<00:00,  2.70it/s]\nEpoch 0: |          | 11718/? [1:12:12<00:00,  2.70it/s]\nEpoch 0: |          | 11719/? [1:12:12<00:00,  2.70it/s]\nEpoch 0: |          | 11719/? [1:12:12<00:00,  2.70it/s]\nEpoch 0: |          | 11720/? [1:12:12<00:00,  2.70it/s]\nEpoch 0: |          | 11720/? [1:12:12<00:00,  2.70it/s]\nEpoch 0: |          | 11721/? [1:12:13<00:00,  2.70it/s]\nEpoch 0: |          | 11721/? [1:12:13<00:00,  2.70it/s]\nEpoch 0: |          | 11722/? [1:12:13<00:00,  2.70it/s]\nEpoch 0: |          | 11722/? [1:12:13<00:00,  2.70it/s]\nEpoch 0: |          | 11723/? [1:12:13<00:00,  2.71it/s]\nEpoch 0: |          | 11723/? [1:12:13<00:00,  2.71it/s]\nEpoch 0: |          | 11724/? [1:12:14<00:00,  2.71it/s]\nEpoch 0: |          | 11724/? [1:12:14<00:00,  2.71it/s]\nEpoch 0: |          | 11725/? [1:12:14<00:00,  2.71it/s]\nEpoch 0: |          | 11725/? [1:12:14<00:00,  2.71it/s]\nEpoch 0: |          | 11726/? [1:12:14<00:00,  2.71it/s]\nEpoch 0: |          | 11726/? [1:12:14<00:00,  2.71it/s]\nEpoch 0: |          | 11727/? [1:12:14<00:00,  2.71it/s]\nEpoch 0: |          | 11727/? [1:12:14<00:00,  2.71it/s]\nEpoch 0: |          | 11728/? [1:12:15<00:00,  2.71it/s]\nEpoch 0: |          | 11728/? [1:12:15<00:00,  2.71it/s]\nEpoch 0: |          | 11729/? [1:12:15<00:00,  2.71it/s]\nEpoch 0: |          | 11729/? [1:12:15<00:00,  2.71it/s]\nEpoch 0: |          | 11730/? [1:12:15<00:00,  2.71it/s]\nEpoch 0: |          | 11730/? [1:12:15<00:00,  2.71it/s]\nEpoch 0: |          | 11731/? [1:12:16<00:00,  2.71it/s]\nEpoch 0: |          | 11731/? [1:12:16<00:00,  2.71it/s]\nEpoch 0: |          | 11732/? [1:12:16<00:00,  2.71it/s]\nEpoch 0: |          | 11732/? [1:12:16<00:00,  2.71it/s]\nEpoch 0: |          | 11733/? [1:12:16<00:00,  2.71it/s]\nEpoch 0: |          | 11733/? [1:12:16<00:00,  2.71it/s]\nEpoch 0: |          | 11734/? [1:12:17<00:00,  2.71it/s]\nEpoch 0: |          | 11734/? [1:12:17<00:00,  2.71it/s]\nEpoch 0: |          | 11735/? [1:12:17<00:00,  2.71it/s]\nEpoch 0: |          | 11735/? [1:12:17<00:00,  2.71it/s]\nEpoch 0: |          | 11736/? [1:12:17<00:00,  2.71it/s]\nEpoch 0: |          | 11736/? [1:12:17<00:00,  2.71it/s]\nEpoch 0: |          | 11737/? [1:12:18<00:00,  2.71it/s]\nEpoch 0: |          | 11737/? [1:12:18<00:00,  2.71it/s]\nEpoch 0: |          | 11738/? [1:12:18<00:00,  2.71it/s]\nEpoch 0: |          | 11738/? [1:12:18<00:00,  2.71it/s]\nEpoch 0: |          | 11739/? [1:12:18<00:00,  2.71it/s]\nEpoch 0: |          | 11739/? [1:12:18<00:00,  2.71it/s]\nEpoch 0: |          | 11740/? [1:12:18<00:00,  2.71it/s]\nEpoch 0: |          | 11740/? [1:12:18<00:00,  2.71it/s]\nEpoch 0: |          | 11741/? [1:12:19<00:00,  2.71it/s]\nEpoch 0: |          | 11741/? [1:12:19<00:00,  2.71it/s]\nEpoch 0: |          | 11742/? [1:12:19<00:00,  2.71it/s]\nEpoch 0: |          | 11742/? [1:12:19<00:00,  2.71it/s]\nEpoch 0: |          | 11743/? [1:12:19<00:00,  2.71it/s]\nEpoch 0: |          | 11743/? [1:12:19<00:00,  2.71it/s]\nEpoch 0: |          | 11744/? [1:12:20<00:00,  2.71it/s]\nEpoch 0: |          | 11744/? [1:12:20<00:00,  2.71it/s]\nEpoch 0: |          | 11745/? [1:12:20<00:00,  2.71it/s]\nEpoch 0: |          | 11745/? [1:12:20<00:00,  2.71it/s]\nEpoch 0: |          | 11746/? [1:12:20<00:00,  2.71it/s]\nEpoch 0: |          | 11746/? [1:12:20<00:00,  2.71it/s]\nEpoch 0: |          | 11747/? [1:12:21<00:00,  2.71it/s]\nEpoch 0: |          | 11747/? [1:12:21<00:00,  2.71it/s]\nEpoch 0: |          | 11748/? [1:12:21<00:00,  2.71it/s]\nEpoch 0: |          | 11748/? [1:12:21<00:00,  2.71it/s]\nEpoch 0: |          | 11749/? [1:12:21<00:00,  2.71it/s]\nEpoch 0: |          | 11749/? [1:12:21<00:00,  2.71it/s]\nEpoch 0: |          | 11750/? [1:12:22<00:00,  2.71it/s]\nEpoch 0: |          | 11750/? [1:12:22<00:00,  2.71it/s]\nEpoch 0: |          | 11751/? [1:12:22<00:00,  2.71it/s]\nEpoch 0: |          | 11751/? [1:12:22<00:00,  2.71it/s]\nEpoch 0: |          | 11752/? [1:12:22<00:00,  2.71it/s]\nEpoch 0: |          | 11752/? [1:12:22<00:00,  2.71it/s]\nEpoch 0: |          | 11753/? [1:12:22<00:00,  2.71it/s]\nEpoch 0: |          | 11753/? [1:12:22<00:00,  2.71it/s]\nEpoch 0: |          | 11754/? [1:12:23<00:00,  2.71it/s]\nEpoch 0: |          | 11754/? [1:12:23<00:00,  2.71it/s]\nEpoch 0: |          | 11755/? [1:12:23<00:00,  2.71it/s]\nEpoch 0: |          | 11755/? [1:12:23<00:00,  2.71it/s]\nEpoch 0: |          | 11756/? [1:12:23<00:00,  2.71it/s]\nEpoch 0: |          | 11756/? [1:12:23<00:00,  2.71it/s]\nEpoch 0: |          | 11757/? [1:12:24<00:00,  2.71it/s]\nEpoch 0: |          | 11757/? [1:12:24<00:00,  2.71it/s]\nEpoch 0: |          | 11758/? [1:12:24<00:00,  2.71it/s]\nEpoch 0: |          | 11758/? [1:12:24<00:00,  2.71it/s]\nEpoch 0: |          | 11759/? [1:12:24<00:00,  2.71it/s]\nEpoch 0: |          | 11759/? [1:12:24<00:00,  2.71it/s]\nEpoch 0: |          | 11760/? [1:12:25<00:00,  2.71it/s]\nEpoch 0: |          | 11760/? [1:12:25<00:00,  2.71it/s]\nEpoch 0: |          | 11761/? [1:12:25<00:00,  2.71it/s]\nEpoch 0: |          | 11761/? [1:12:25<00:00,  2.71it/s]\nEpoch 0: |          | 11762/? [1:12:25<00:00,  2.71it/s]\nEpoch 0: |          | 11762/? [1:12:25<00:00,  2.71it/s]\nEpoch 0: |          | 11763/? [1:12:26<00:00,  2.71it/s]\nEpoch 0: |          | 11763/? [1:12:26<00:00,  2.71it/s]\nEpoch 0: |          | 11764/? [1:12:26<00:00,  2.71it/s]\nEpoch 0: |          | 11764/? [1:12:26<00:00,  2.71it/s]\nEpoch 0: |          | 11765/? [1:12:26<00:00,  2.71it/s]\nEpoch 0: |          | 11765/? [1:12:26<00:00,  2.71it/s]\nEpoch 0: |          | 11766/? [1:12:26<00:00,  2.71it/s]\nEpoch 0: |          | 11766/? [1:12:26<00:00,  2.71it/s]\nEpoch 0: |          | 11767/? [1:12:27<00:00,  2.71it/s]\nEpoch 0: |          | 11767/? [1:12:27<00:00,  2.71it/s]\nEpoch 0: |          | 11768/? [1:12:27<00:00,  2.71it/s]\nEpoch 0: |          | 11768/? [1:12:27<00:00,  2.71it/s]\nEpoch 0: |          | 11769/? [1:12:27<00:00,  2.71it/s]\nEpoch 0: |          | 11769/? [1:12:27<00:00,  2.71it/s]\nEpoch 0: |          | 11770/? [1:12:28<00:00,  2.71it/s]\nEpoch 0: |          | 11770/? [1:12:28<00:00,  2.71it/s]\nEpoch 0: |          | 11771/? [1:12:28<00:00,  2.71it/s]\nEpoch 0: |          | 11771/? [1:12:28<00:00,  2.71it/s]\nEpoch 0: |          | 11772/? [1:12:28<00:00,  2.71it/s]\nEpoch 0: |          | 11772/? [1:12:28<00:00,  2.71it/s]\nEpoch 0: |          | 11773/? [1:12:29<00:00,  2.71it/s]\nEpoch 0: |          | 11773/? [1:12:29<00:00,  2.71it/s]\nEpoch 0: |          | 11774/? [1:12:29<00:00,  2.71it/s]\nEpoch 0: |          | 11774/? [1:12:29<00:00,  2.71it/s]\nEpoch 0: |          | 11775/? [1:12:29<00:00,  2.71it/s]\nEpoch 0: |          | 11775/? [1:12:29<00:00,  2.71it/s]\nEpoch 0: |          | 11776/? [1:12:29<00:00,  2.71it/s]\nEpoch 0: |          | 11776/? [1:12:29<00:00,  2.71it/s]\nEpoch 0: |          | 11777/? [1:12:30<00:00,  2.71it/s]\nEpoch 0: |          | 11777/? [1:12:30<00:00,  2.71it/s]\nEpoch 0: |          | 11778/? [1:12:30<00:00,  2.71it/s]\nEpoch 0: |          | 11778/? [1:12:30<00:00,  2.71it/s]\nEpoch 0: |          | 11779/? [1:12:30<00:00,  2.71it/s]\nEpoch 0: |          | 11779/? [1:12:30<00:00,  2.71it/s]\nEpoch 0: |          | 11780/? [1:12:31<00:00,  2.71it/s]\nEpoch 0: |          | 11780/? [1:12:31<00:00,  2.71it/s]\nEpoch 0: |          | 11781/? [1:12:31<00:00,  2.71it/s]\nEpoch 0: |          | 11781/? [1:12:31<00:00,  2.71it/s]\nEpoch 0: |          | 11782/? [1:12:31<00:00,  2.71it/s]\nEpoch 0: |          | 11782/? [1:12:31<00:00,  2.71it/s]\nEpoch 0: |          | 11783/? [1:12:32<00:00,  2.71it/s]\nEpoch 0: |          | 11783/? [1:12:32<00:00,  2.71it/s]\nEpoch 0: |          | 11784/? [1:12:32<00:00,  2.71it/s]\nEpoch 0: |          | 11784/? [1:12:32<00:00,  2.71it/s]\nEpoch 0: |          | 11785/? [1:12:32<00:00,  2.71it/s]\nEpoch 0: |          | 11785/? [1:12:32<00:00,  2.71it/s]\nEpoch 0: |          | 11786/? [1:12:33<00:00,  2.71it/s]\nEpoch 0: |          | 11786/? [1:12:33<00:00,  2.71it/s]\nEpoch 0: |          | 11787/? [1:12:33<00:00,  2.71it/s]\nEpoch 0: |          | 11787/? [1:12:33<00:00,  2.71it/s]\nEpoch 0: |          | 11788/? [1:12:33<00:00,  2.71it/s]\nEpoch 0: |          | 11788/? [1:12:33<00:00,  2.71it/s]\nEpoch 0: |          | 11789/? [1:12:34<00:00,  2.71it/s]\nEpoch 0: |          | 11789/? [1:12:34<00:00,  2.71it/s]\nEpoch 0: |          | 11790/? [1:12:34<00:00,  2.71it/s]\nEpoch 0: |          | 11790/? [1:12:34<00:00,  2.71it/s]\nEpoch 0: |          | 11791/? [1:12:34<00:00,  2.71it/s]\nEpoch 0: |          | 11791/? [1:12:34<00:00,  2.71it/s]\nEpoch 0: |          | 11792/? [1:12:34<00:00,  2.71it/s]\nEpoch 0: |          | 11792/? [1:12:34<00:00,  2.71it/s]\nEpoch 0: |          | 11793/? [1:12:35<00:00,  2.71it/s]\nEpoch 0: |          | 11793/? [1:12:35<00:00,  2.71it/s]\nEpoch 0: |          | 11794/? [1:12:35<00:00,  2.71it/s]\nEpoch 0: |          | 11794/? [1:12:35<00:00,  2.71it/s]\nEpoch 0: |          | 11795/? [1:12:35<00:00,  2.71it/s]\nEpoch 0: |          | 11795/? [1:12:35<00:00,  2.71it/s]\nEpoch 0: |          | 11796/? [1:12:36<00:00,  2.71it/s]\nEpoch 0: |          | 11796/? [1:12:36<00:00,  2.71it/s]\nEpoch 0: |          | 11797/? [1:12:36<00:00,  2.71it/s]\nEpoch 0: |          | 11797/? [1:12:36<00:00,  2.71it/s]\nEpoch 0: |          | 11798/? [1:12:36<00:00,  2.71it/s]\nEpoch 0: |          | 11798/? [1:12:36<00:00,  2.71it/s]\nEpoch 0: |          | 11799/? [1:12:37<00:00,  2.71it/s]\nEpoch 0: |          | 11799/? [1:12:37<00:00,  2.71it/s]\nEpoch 0: |          | 11800/? [1:12:37<00:00,  2.71it/s]\nEpoch 0: |          | 11800/? [1:12:37<00:00,  2.71it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.38it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.87it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.28it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.01it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 11800/? [1:12:37<00:00,  2.71it/s]\nEpoch 0: |          | 11801/? [1:12:38<00:00,  2.71it/s]\nEpoch 0: |          | 11801/? [1:12:38<00:00,  2.71it/s]\nEpoch 0: |          | 11802/? [1:12:38<00:00,  2.71it/s]\nEpoch 0: |          | 11802/? [1:12:38<00:00,  2.71it/s]\nEpoch 0: |          | 11803/? [1:12:38<00:00,  2.71it/s]\nEpoch 0: |          | 11803/? [1:12:38<00:00,  2.71it/s]\nEpoch 0: |          | 11804/? [1:12:38<00:00,  2.71it/s]\nEpoch 0: |          | 11804/? [1:12:38<00:00,  2.71it/s]\nEpoch 0: |          | 11805/? [1:12:39<00:00,  2.71it/s]\nEpoch 0: |          | 11805/? [1:12:39<00:00,  2.71it/s]\nEpoch 0: |          | 11806/? [1:12:39<00:00,  2.71it/s]\nEpoch 0: |          | 11806/? [1:12:39<00:00,  2.71it/s]\nEpoch 0: |          | 11807/? [1:12:39<00:00,  2.71it/s]\nEpoch 0: |          | 11807/? [1:12:39<00:00,  2.71it/s]\nEpoch 0: |          | 11808/? [1:12:40<00:00,  2.71it/s]\nEpoch 0: |          | 11808/? [1:12:40<00:00,  2.71it/s]\nEpoch 0: |          | 11809/? [1:12:40<00:00,  2.71it/s]\nEpoch 0: |          | 11809/? [1:12:40<00:00,  2.71it/s]\nEpoch 0: |          | 11810/? [1:12:40<00:00,  2.71it/s]\nEpoch 0: |          | 11810/? [1:12:40<00:00,  2.71it/s]\nEpoch 0: |          | 11811/? [1:12:41<00:00,  2.71it/s]\nEpoch 0: |          | 11811/? [1:12:41<00:00,  2.71it/s]\nEpoch 0: |          | 11812/? [1:12:41<00:00,  2.71it/s]\nEpoch 0: |          | 11812/? [1:12:41<00:00,  2.71it/s]\nEpoch 0: |          | 11813/? [1:12:41<00:00,  2.71it/s]\nEpoch 0: |          | 11813/? [1:12:41<00:00,  2.71it/s]\nEpoch 0: |          | 11814/? [1:12:42<00:00,  2.71it/s]\nEpoch 0: |          | 11814/? [1:12:42<00:00,  2.71it/s]\nEpoch 0: |          | 11815/? [1:12:42<00:00,  2.71it/s]\nEpoch 0: |          | 11815/? [1:12:42<00:00,  2.71it/s]\nEpoch 0: |          | 11816/? [1:12:42<00:00,  2.71it/s]\nEpoch 0: |          | 11816/? [1:12:42<00:00,  2.71it/s]\nEpoch 0: |          | 11817/? [1:12:43<00:00,  2.71it/s]\nEpoch 0: |          | 11817/? [1:12:43<00:00,  2.71it/s]\nEpoch 0: |          | 11818/? [1:12:43<00:00,  2.71it/s]\nEpoch 0: |          | 11818/? [1:12:43<00:00,  2.71it/s]\nEpoch 0: |          | 11819/? [1:12:43<00:00,  2.71it/s]\nEpoch 0: |          | 11819/? [1:12:43<00:00,  2.71it/s]\nEpoch 0: |          | 11820/? [1:12:43<00:00,  2.71it/s]\nEpoch 0: |          | 11820/? [1:12:43<00:00,  2.71it/s]\nEpoch 0: |          | 11821/? [1:12:44<00:00,  2.71it/s]\nEpoch 0: |          | 11821/? [1:12:44<00:00,  2.71it/s]\nEpoch 0: |          | 11822/? [1:12:44<00:00,  2.71it/s]\nEpoch 0: |          | 11822/? [1:12:44<00:00,  2.71it/s]\nEpoch 0: |          | 11823/? [1:12:44<00:00,  2.71it/s]\nEpoch 0: |          | 11823/? [1:12:44<00:00,  2.71it/s]\nEpoch 0: |          | 11824/? [1:12:45<00:00,  2.71it/s]\nEpoch 0: |          | 11824/? [1:12:45<00:00,  2.71it/s]\nEpoch 0: |          | 11825/? [1:12:45<00:00,  2.71it/s]\nEpoch 0: |          | 11825/? [1:12:45<00:00,  2.71it/s]\nEpoch 0: |          | 11826/? [1:12:45<00:00,  2.71it/s]\nEpoch 0: |          | 11826/? [1:12:45<00:00,  2.71it/s]\nEpoch 0: |          | 11827/? [1:12:46<00:00,  2.71it/s]\nEpoch 0: |          | 11827/? [1:12:46<00:00,  2.71it/s]\nEpoch 0: |          | 11828/? [1:12:46<00:00,  2.71it/s]\nEpoch 0: |          | 11828/? [1:12:46<00:00,  2.71it/s]\nEpoch 0: |          | 11829/? [1:12:46<00:00,  2.71it/s]\nEpoch 0: |          | 11829/? [1:12:46<00:00,  2.71it/s]\nEpoch 0: |          | 11830/? [1:12:47<00:00,  2.71it/s]\nEpoch 0: |          | 11830/? [1:12:47<00:00,  2.71it/s]\nEpoch 0: |          | 11831/? [1:12:47<00:00,  2.71it/s]\nEpoch 0: |          | 11831/? [1:12:47<00:00,  2.71it/s]\nEpoch 0: |          | 11832/? [1:12:47<00:00,  2.71it/s]\nEpoch 0: |          | 11832/? [1:12:47<00:00,  2.71it/s]\nEpoch 0: |          | 11833/? [1:12:47<00:00,  2.71it/s]\nEpoch 0: |          | 11833/? [1:12:47<00:00,  2.71it/s]\nEpoch 0: |          | 11834/? [1:12:48<00:00,  2.71it/s]\nEpoch 0: |          | 11834/? [1:12:48<00:00,  2.71it/s]\nEpoch 0: |          | 11835/? [1:12:48<00:00,  2.71it/s]\nEpoch 0: |          | 11835/? [1:12:48<00:00,  2.71it/s]\nEpoch 0: |          | 11836/? [1:12:48<00:00,  2.71it/s]\nEpoch 0: |          | 11836/? [1:12:48<00:00,  2.71it/s]\nEpoch 0: |          | 11837/? [1:12:49<00:00,  2.71it/s]\nEpoch 0: |          | 11837/? [1:12:49<00:00,  2.71it/s]\nEpoch 0: |          | 11838/? [1:12:49<00:00,  2.71it/s]\nEpoch 0: |          | 11838/? [1:12:49<00:00,  2.71it/s]\nEpoch 0: |          | 11839/? [1:12:49<00:00,  2.71it/s]\nEpoch 0: |          | 11839/? [1:12:49<00:00,  2.71it/s]\nEpoch 0: |          | 11840/? [1:12:50<00:00,  2.71it/s]\nEpoch 0: |          | 11840/? [1:12:50<00:00,  2.71it/s]\nEpoch 0: |          | 11841/? [1:12:50<00:00,  2.71it/s]\nEpoch 0: |          | 11841/? [1:12:50<00:00,  2.71it/s]\nEpoch 0: |          | 11842/? [1:12:50<00:00,  2.71it/s]\nEpoch 0: |          | 11842/? [1:12:50<00:00,  2.71it/s]\nEpoch 0: |          | 11843/? [1:12:51<00:00,  2.71it/s]\nEpoch 0: |          | 11843/? [1:12:51<00:00,  2.71it/s]\nEpoch 0: |          | 11844/? [1:12:51<00:00,  2.71it/s]\nEpoch 0: |          | 11844/? [1:12:51<00:00,  2.71it/s]\nEpoch 0: |          | 11845/? [1:12:51<00:00,  2.71it/s]\nEpoch 0: |          | 11845/? [1:12:51<00:00,  2.71it/s]\nEpoch 0: |          | 11846/? [1:12:51<00:00,  2.71it/s]\nEpoch 0: |          | 11846/? [1:12:51<00:00,  2.71it/s]\nEpoch 0: |          | 11847/? [1:12:52<00:00,  2.71it/s]\nEpoch 0: |          | 11847/? [1:12:52<00:00,  2.71it/s]\nEpoch 0: |          | 11848/? [1:12:52<00:00,  2.71it/s]\nEpoch 0: |          | 11848/? [1:12:52<00:00,  2.71it/s]\nEpoch 0: |          | 11849/? [1:12:52<00:00,  2.71it/s]\nEpoch 0: |          | 11849/? [1:12:52<00:00,  2.71it/s]\nEpoch 0: |          | 11850/? [1:12:53<00:00,  2.71it/s]\nEpoch 0: |          | 11850/? [1:12:53<00:00,  2.71it/s]\nEpoch 0: |          | 11851/? [1:12:53<00:00,  2.71it/s]\nEpoch 0: |          | 11851/? [1:12:53<00:00,  2.71it/s]\nEpoch 0: |          | 11852/? [1:12:53<00:00,  2.71it/s]\nEpoch 0: |          | 11852/? [1:12:53<00:00,  2.71it/s]\nEpoch 0: |          | 11853/? [1:12:54<00:00,  2.71it/s]\nEpoch 0: |          | 11853/? [1:12:54<00:00,  2.71it/s]\nEpoch 0: |          | 11854/? [1:12:54<00:00,  2.71it/s]\nEpoch 0: |          | 11854/? [1:12:54<00:00,  2.71it/s]\nEpoch 0: |          | 11855/? [1:12:54<00:00,  2.71it/s]\nEpoch 0: |          | 11855/? [1:12:54<00:00,  2.71it/s]\nEpoch 0: |          | 11856/? [1:12:55<00:00,  2.71it/s]\nEpoch 0: |          | 11856/? [1:12:55<00:00,  2.71it/s]\nEpoch 0: |          | 11857/? [1:12:55<00:00,  2.71it/s]\nEpoch 0: |          | 11857/? [1:12:55<00:00,  2.71it/s]\nEpoch 0: |          | 11858/? [1:12:55<00:00,  2.71it/s]\nEpoch 0: |          | 11858/? [1:12:55<00:00,  2.71it/s]\nEpoch 0: |          | 11859/? [1:12:55<00:00,  2.71it/s]\nEpoch 0: |          | 11859/? [1:12:55<00:00,  2.71it/s]\nEpoch 0: |          | 11860/? [1:12:56<00:00,  2.71it/s]\nEpoch 0: |          | 11860/? [1:12:56<00:00,  2.71it/s]\nEpoch 0: |          | 11861/? [1:12:56<00:00,  2.71it/s]\nEpoch 0: |          | 11861/? [1:12:56<00:00,  2.71it/s]\nEpoch 0: |          | 11862/? [1:12:56<00:00,  2.71it/s]\nEpoch 0: |          | 11862/? [1:12:56<00:00,  2.71it/s]\nEpoch 0: |          | 11863/? [1:12:57<00:00,  2.71it/s]\nEpoch 0: |          | 11863/? [1:12:57<00:00,  2.71it/s]\nEpoch 0: |          | 11864/? [1:12:57<00:00,  2.71it/s]\nEpoch 0: |          | 11864/? [1:12:57<00:00,  2.71it/s]\nEpoch 0: |          | 11865/? [1:12:57<00:00,  2.71it/s]\nEpoch 0: |          | 11865/? [1:12:57<00:00,  2.71it/s]\nEpoch 0: |          | 11866/? [1:12:58<00:00,  2.71it/s]\nEpoch 0: |          | 11866/? [1:12:58<00:00,  2.71it/s]\nEpoch 0: |          | 11867/? [1:12:58<00:00,  2.71it/s]\nEpoch 0: |          | 11867/? [1:12:58<00:00,  2.71it/s]\nEpoch 0: |          | 11868/? [1:12:58<00:00,  2.71it/s]\nEpoch 0: |          | 11868/? [1:12:58<00:00,  2.71it/s]\nEpoch 0: |          | 11869/? [1:12:59<00:00,  2.71it/s]\nEpoch 0: |          | 11869/? [1:12:59<00:00,  2.71it/s]\nEpoch 0: |          | 11870/? [1:12:59<00:00,  2.71it/s]\nEpoch 0: |          | 11870/? [1:12:59<00:00,  2.71it/s]\nEpoch 0: |          | 11871/? [1:12:59<00:00,  2.71it/s]\nEpoch 0: |          | 11871/? [1:12:59<00:00,  2.71it/s]\nEpoch 0: |          | 11872/? [1:13:00<00:00,  2.71it/s]\nEpoch 0: |          | 11872/? [1:13:00<00:00,  2.71it/s]\nEpoch 0: |          | 11873/? [1:13:00<00:00,  2.71it/s]\nEpoch 0: |          | 11873/? [1:13:00<00:00,  2.71it/s]\nEpoch 0: |          | 11874/? [1:13:00<00:00,  2.71it/s]\nEpoch 0: |          | 11874/? [1:13:00<00:00,  2.71it/s]\nEpoch 0: |          | 11875/? [1:13:00<00:00,  2.71it/s]\nEpoch 0: |          | 11875/? [1:13:00<00:00,  2.71it/s]\nEpoch 0: |          | 11876/? [1:13:01<00:00,  2.71it/s]\nEpoch 0: |          | 11876/? [1:13:01<00:00,  2.71it/s]\nEpoch 0: |          | 11877/? [1:13:01<00:00,  2.71it/s]\nEpoch 0: |          | 11877/? [1:13:01<00:00,  2.71it/s]\nEpoch 0: |          | 11878/? [1:13:01<00:00,  2.71it/s]\nEpoch 0: |          | 11878/? [1:13:01<00:00,  2.71it/s]\nEpoch 0: |          | 11879/? [1:13:02<00:00,  2.71it/s]\nEpoch 0: |          | 11879/? [1:13:02<00:00,  2.71it/s]\nEpoch 0: |          | 11880/? [1:13:02<00:00,  2.71it/s]\nEpoch 0: |          | 11880/? [1:13:02<00:00,  2.71it/s]\nEpoch 0: |          | 11881/? [1:13:02<00:00,  2.71it/s]\nEpoch 0: |          | 11881/? [1:13:02<00:00,  2.71it/s]\nEpoch 0: |          | 11882/? [1:13:03<00:00,  2.71it/s]\nEpoch 0: |          | 11882/? [1:13:03<00:00,  2.71it/s]\nEpoch 0: |          | 11883/? [1:13:03<00:00,  2.71it/s]\nEpoch 0: |          | 11883/? [1:13:03<00:00,  2.71it/s]\nEpoch 0: |          | 11884/? [1:13:03<00:00,  2.71it/s]\nEpoch 0: |          | 11884/? [1:13:03<00:00,  2.71it/s]\nEpoch 0: |          | 11885/? [1:13:04<00:00,  2.71it/s]\nEpoch 0: |          | 11885/? [1:13:04<00:00,  2.71it/s]\nEpoch 0: |          | 11886/? [1:13:04<00:00,  2.71it/s]\nEpoch 0: |          | 11886/? [1:13:04<00:00,  2.71it/s]\nEpoch 0: |          | 11887/? [1:13:04<00:00,  2.71it/s]\nEpoch 0: |          | 11887/? [1:13:04<00:00,  2.71it/s]\nEpoch 0: |          | 11888/? [1:13:04<00:00,  2.71it/s]\nEpoch 0: |          | 11888/? [1:13:04<00:00,  2.71it/s]\nEpoch 0: |          | 11889/? [1:13:05<00:00,  2.71it/s]\nEpoch 0: |          | 11889/? [1:13:05<00:00,  2.71it/s]\nEpoch 0: |          | 11890/? [1:13:05<00:00,  2.71it/s]\nEpoch 0: |          | 11890/? [1:13:05<00:00,  2.71it/s]\nEpoch 0: |          | 11891/? [1:13:05<00:00,  2.71it/s]\nEpoch 0: |          | 11891/? [1:13:05<00:00,  2.71it/s]\nEpoch 0: |          | 11892/? [1:13:06<00:00,  2.71it/s]\nEpoch 0: |          | 11892/? [1:13:06<00:00,  2.71it/s]\nEpoch 0: |          | 11893/? [1:13:06<00:00,  2.71it/s]\nEpoch 0: |          | 11893/? [1:13:06<00:00,  2.71it/s]\nEpoch 0: |          | 11894/? [1:13:06<00:00,  2.71it/s]\nEpoch 0: |          | 11894/? [1:13:06<00:00,  2.71it/s]\nEpoch 0: |          | 11895/? [1:13:07<00:00,  2.71it/s]\nEpoch 0: |          | 11895/? [1:13:07<00:00,  2.71it/s]\nEpoch 0: |          | 11896/? [1:13:07<00:00,  2.71it/s]\nEpoch 0: |          | 11896/? [1:13:07<00:00,  2.71it/s]\nEpoch 0: |          | 11897/? [1:13:07<00:00,  2.71it/s]\nEpoch 0: |          | 11897/? [1:13:07<00:00,  2.71it/s]\nEpoch 0: |          | 11898/? [1:13:08<00:00,  2.71it/s]\nEpoch 0: |          | 11898/? [1:13:08<00:00,  2.71it/s]\nEpoch 0: |          | 11899/? [1:13:08<00:00,  2.71it/s]\nEpoch 0: |          | 11899/? [1:13:08<00:00,  2.71it/s]\nEpoch 0: |          | 11900/? [1:13:08<00:00,  2.71it/s]\nEpoch 0: |          | 11900/? [1:13:08<00:00,  2.71it/s]\nEpoch 0: |          | 11901/? [1:13:09<00:00,  2.71it/s]\nEpoch 0: |          | 11901/? [1:13:09<00:00,  2.71it/s]\nEpoch 0: |          | 11902/? [1:13:09<00:00,  2.71it/s]\nEpoch 0: |          | 11902/? [1:13:09<00:00,  2.71it/s]\nEpoch 0: |          | 11903/? [1:13:09<00:00,  2.71it/s]\nEpoch 0: |          | 11903/? [1:13:09<00:00,  2.71it/s]\nEpoch 0: |          | 11904/? [1:13:09<00:00,  2.71it/s]\nEpoch 0: |          | 11904/? [1:13:09<00:00,  2.71it/s]\nEpoch 0: |          | 11905/? [1:13:10<00:00,  2.71it/s]\nEpoch 0: |          | 11905/? [1:13:10<00:00,  2.71it/s]\nEpoch 0: |          | 11906/? [1:13:10<00:00,  2.71it/s]\nEpoch 0: |          | 11906/? [1:13:10<00:00,  2.71it/s]\nEpoch 0: |          | 11907/? [1:13:10<00:00,  2.71it/s]\nEpoch 0: |          | 11907/? [1:13:10<00:00,  2.71it/s]\nEpoch 0: |          | 11908/? [1:13:11<00:00,  2.71it/s]\nEpoch 0: |          | 11908/? [1:13:11<00:00,  2.71it/s]\nEpoch 0: |          | 11909/? [1:13:11<00:00,  2.71it/s]\nEpoch 0: |          | 11909/? [1:13:11<00:00,  2.71it/s]\nEpoch 0: |          | 11910/? [1:13:11<00:00,  2.71it/s]\nEpoch 0: |          | 11910/? [1:13:11<00:00,  2.71it/s]\nEpoch 0: |          | 11911/? [1:13:12<00:00,  2.71it/s]\nEpoch 0: |          | 11911/? [1:13:12<00:00,  2.71it/s]\nEpoch 0: |          | 11912/? [1:13:12<00:00,  2.71it/s]\nEpoch 0: |          | 11912/? [1:13:12<00:00,  2.71it/s]\nEpoch 0: |          | 11913/? [1:13:12<00:00,  2.71it/s]\nEpoch 0: |          | 11913/? [1:13:12<00:00,  2.71it/s]\nEpoch 0: |          | 11914/? [1:13:13<00:00,  2.71it/s]\nEpoch 0: |          | 11914/? [1:13:13<00:00,  2.71it/s]\nEpoch 0: |          | 11915/? [1:13:13<00:00,  2.71it/s]\nEpoch 0: |          | 11915/? [1:13:13<00:00,  2.71it/s]\nEpoch 0: |          | 11916/? [1:13:13<00:00,  2.71it/s]\nEpoch 0: |          | 11916/? [1:13:13<00:00,  2.71it/s]\nEpoch 0: |          | 11917/? [1:13:13<00:00,  2.71it/s]\nEpoch 0: |          | 11917/? [1:13:13<00:00,  2.71it/s]\nEpoch 0: |          | 11918/? [1:13:14<00:00,  2.71it/s]\nEpoch 0: |          | 11918/? [1:13:14<00:00,  2.71it/s]\nEpoch 0: |          | 11919/? [1:13:14<00:00,  2.71it/s]\nEpoch 0: |          | 11919/? [1:13:14<00:00,  2.71it/s]\nEpoch 0: |          | 11920/? [1:13:14<00:00,  2.71it/s]\nEpoch 0: |          | 11920/? [1:13:14<00:00,  2.71it/s]\nEpoch 0: |          | 11921/? [1:13:15<00:00,  2.71it/s]\nEpoch 0: |          | 11921/? [1:13:15<00:00,  2.71it/s]\nEpoch 0: |          | 11922/? [1:13:15<00:00,  2.71it/s]\nEpoch 0: |          | 11922/? [1:13:15<00:00,  2.71it/s]\nEpoch 0: |          | 11923/? [1:13:15<00:00,  2.71it/s]\nEpoch 0: |          | 11923/? [1:13:15<00:00,  2.71it/s]\nEpoch 0: |          | 11924/? [1:13:16<00:00,  2.71it/s]\nEpoch 0: |          | 11924/? [1:13:16<00:00,  2.71it/s]\nEpoch 0: |          | 11925/? [1:13:16<00:00,  2.71it/s]\nEpoch 0: |          | 11925/? [1:13:16<00:00,  2.71it/s]\nEpoch 0: |          | 11926/? [1:13:16<00:00,  2.71it/s]\nEpoch 0: |          | 11926/? [1:13:16<00:00,  2.71it/s]\nEpoch 0: |          | 11927/? [1:13:17<00:00,  2.71it/s]\nEpoch 0: |          | 11927/? [1:13:17<00:00,  2.71it/s]\nEpoch 0: |          | 11928/? [1:13:17<00:00,  2.71it/s]\nEpoch 0: |          | 11928/? [1:13:17<00:00,  2.71it/s]\nEpoch 0: |          | 11929/? [1:13:17<00:00,  2.71it/s]\nEpoch 0: |          | 11929/? [1:13:17<00:00,  2.71it/s]\nEpoch 0: |          | 11930/? [1:13:17<00:00,  2.71it/s]\nEpoch 0: |          | 11930/? [1:13:17<00:00,  2.71it/s]\nEpoch 0: |          | 11931/? [1:13:18<00:00,  2.71it/s]\nEpoch 0: |          | 11931/? [1:13:18<00:00,  2.71it/s]\nEpoch 0: |          | 11932/? [1:13:18<00:00,  2.71it/s]\nEpoch 0: |          | 11932/? [1:13:18<00:00,  2.71it/s]\nEpoch 0: |          | 11933/? [1:13:18<00:00,  2.71it/s]\nEpoch 0: |          | 11933/? [1:13:18<00:00,  2.71it/s]\nEpoch 0: |          | 11934/? [1:13:19<00:00,  2.71it/s]\nEpoch 0: |          | 11934/? [1:13:19<00:00,  2.71it/s]\nEpoch 0: |          | 11935/? [1:13:19<00:00,  2.71it/s]\nEpoch 0: |          | 11935/? [1:13:19<00:00,  2.71it/s]\nEpoch 0: |          | 11936/? [1:13:19<00:00,  2.71it/s]\nEpoch 0: |          | 11936/? [1:13:19<00:00,  2.71it/s]\nEpoch 0: |          | 11937/? [1:13:20<00:00,  2.71it/s]\nEpoch 0: |          | 11937/? [1:13:20<00:00,  2.71it/s]\nEpoch 0: |          | 11938/? [1:13:20<00:00,  2.71it/s]\nEpoch 0: |          | 11938/? [1:13:20<00:00,  2.71it/s]\nEpoch 0: |          | 11939/? [1:13:20<00:00,  2.71it/s]\nEpoch 0: |          | 11939/? [1:13:20<00:00,  2.71it/s]\nEpoch 0: |          | 11940/? [1:13:21<00:00,  2.71it/s]\nEpoch 0: |          | 11940/? [1:13:21<00:00,  2.71it/s]\nEpoch 0: |          | 11941/? [1:13:21<00:00,  2.71it/s]\nEpoch 0: |          | 11941/? [1:13:21<00:00,  2.71it/s]\nEpoch 0: |          | 11942/? [1:13:21<00:00,  2.71it/s]\nEpoch 0: |          | 11942/? [1:13:21<00:00,  2.71it/s]\nEpoch 0: |          | 11943/? [1:13:22<00:00,  2.71it/s]\nEpoch 0: |          | 11943/? [1:13:22<00:00,  2.71it/s]\nEpoch 0: |          | 11944/? [1:13:22<00:00,  2.71it/s]\nEpoch 0: |          | 11944/? [1:13:22<00:00,  2.71it/s]\nEpoch 0: |          | 11945/? [1:13:22<00:00,  2.71it/s]\nEpoch 0: |          | 11945/? [1:13:22<00:00,  2.71it/s]\nEpoch 0: |          | 11946/? [1:13:22<00:00,  2.71it/s]\nEpoch 0: |          | 11946/? [1:13:22<00:00,  2.71it/s]\nEpoch 0: |          | 11947/? [1:13:23<00:00,  2.71it/s]\nEpoch 0: |          | 11947/? [1:13:23<00:00,  2.71it/s]\nEpoch 0: |          | 11948/? [1:13:23<00:00,  2.71it/s]\nEpoch 0: |          | 11948/? [1:13:23<00:00,  2.71it/s]\nEpoch 0: |          | 11949/? [1:13:23<00:00,  2.71it/s]\nEpoch 0: |          | 11949/? [1:13:23<00:00,  2.71it/s]\nEpoch 0: |          | 11950/? [1:13:24<00:00,  2.71it/s]\nEpoch 0: |          | 11950/? [1:13:24<00:00,  2.71it/s]\nEpoch 0: |          | 11951/? [1:13:24<00:00,  2.71it/s]\nEpoch 0: |          | 11951/? [1:13:24<00:00,  2.71it/s]\nEpoch 0: |          | 11952/? [1:13:24<00:00,  2.71it/s]\nEpoch 0: |          | 11952/? [1:13:24<00:00,  2.71it/s]\nEpoch 0: |          | 11953/? [1:13:25<00:00,  2.71it/s]\nEpoch 0: |          | 11953/? [1:13:25<00:00,  2.71it/s]\nEpoch 0: |          | 11954/? [1:13:25<00:00,  2.71it/s]\nEpoch 0: |          | 11954/? [1:13:25<00:00,  2.71it/s]\nEpoch 0: |          | 11955/? [1:13:25<00:00,  2.71it/s]\nEpoch 0: |          | 11955/? [1:13:25<00:00,  2.71it/s]\nEpoch 0: |          | 11956/? [1:13:26<00:00,  2.71it/s]\nEpoch 0: |          | 11956/? [1:13:26<00:00,  2.71it/s]\nEpoch 0: |          | 11957/? [1:13:26<00:00,  2.71it/s]\nEpoch 0: |          | 11957/? [1:13:26<00:00,  2.71it/s]\nEpoch 0: |          | 11958/? [1:13:26<00:00,  2.71it/s]\nEpoch 0: |          | 11958/? [1:13:26<00:00,  2.71it/s]\nEpoch 0: |          | 11959/? [1:13:26<00:00,  2.71it/s]\nEpoch 0: |          | 11959/? [1:13:26<00:00,  2.71it/s]\nEpoch 0: |          | 11960/? [1:13:27<00:00,  2.71it/s]\nEpoch 0: |          | 11960/? [1:13:27<00:00,  2.71it/s]\nEpoch 0: |          | 11961/? [1:13:27<00:00,  2.71it/s]\nEpoch 0: |          | 11961/? [1:13:27<00:00,  2.71it/s]\nEpoch 0: |          | 11962/? [1:13:27<00:00,  2.71it/s]\nEpoch 0: |          | 11962/? [1:13:27<00:00,  2.71it/s]\nEpoch 0: |          | 11963/? [1:13:28<00:00,  2.71it/s]\nEpoch 0: |          | 11963/? [1:13:28<00:00,  2.71it/s]\nEpoch 0: |          | 11964/? [1:13:28<00:00,  2.71it/s]\nEpoch 0: |          | 11964/? [1:13:28<00:00,  2.71it/s]\nEpoch 0: |          | 11965/? [1:13:28<00:00,  2.71it/s]\nEpoch 0: |          | 11965/? [1:13:28<00:00,  2.71it/s]\nEpoch 0: |          | 11966/? [1:13:29<00:00,  2.71it/s]\nEpoch 0: |          | 11966/? [1:13:29<00:00,  2.71it/s]\nEpoch 0: |          | 11967/? [1:13:29<00:00,  2.71it/s]\nEpoch 0: |          | 11967/? [1:13:29<00:00,  2.71it/s]\nEpoch 0: |          | 11968/? [1:13:29<00:00,  2.71it/s]\nEpoch 0: |          | 11968/? [1:13:29<00:00,  2.71it/s]\nEpoch 0: |          | 11969/? [1:13:30<00:00,  2.71it/s]\nEpoch 0: |          | 11969/? [1:13:30<00:00,  2.71it/s]\nEpoch 0: |          | 11970/? [1:13:30<00:00,  2.71it/s]\nEpoch 0: |          | 11970/? [1:13:30<00:00,  2.71it/s]\nEpoch 0: |          | 11971/? [1:13:30<00:00,  2.71it/s]\nEpoch 0: |          | 11971/? [1:13:30<00:00,  2.71it/s]\nEpoch 0: |          | 11972/? [1:13:30<00:00,  2.71it/s]\nEpoch 0: |          | 11972/? [1:13:30<00:00,  2.71it/s]\nEpoch 0: |          | 11973/? [1:13:31<00:00,  2.71it/s]\nEpoch 0: |          | 11973/? [1:13:31<00:00,  2.71it/s]\nEpoch 0: |          | 11974/? [1:13:31<00:00,  2.71it/s]\nEpoch 0: |          | 11974/? [1:13:31<00:00,  2.71it/s]\nEpoch 0: |          | 11975/? [1:13:31<00:00,  2.71it/s]\nEpoch 0: |          | 11975/? [1:13:31<00:00,  2.71it/s]\nEpoch 0: |          | 11976/? [1:13:32<00:00,  2.71it/s]\nEpoch 0: |          | 11976/? [1:13:32<00:00,  2.71it/s]\nEpoch 0: |          | 11977/? [1:13:32<00:00,  2.71it/s]\nEpoch 0: |          | 11977/? [1:13:32<00:00,  2.71it/s]\nEpoch 0: |          | 11978/? [1:13:32<00:00,  2.71it/s]\nEpoch 0: |          | 11978/? [1:13:32<00:00,  2.71it/s]\nEpoch 0: |          | 11979/? [1:13:33<00:00,  2.71it/s]\nEpoch 0: |          | 11979/? [1:13:33<00:00,  2.71it/s]\nEpoch 0: |          | 11980/? [1:13:33<00:00,  2.71it/s]\nEpoch 0: |          | 11980/? [1:13:33<00:00,  2.71it/s]\nEpoch 0: |          | 11981/? [1:13:33<00:00,  2.71it/s]\nEpoch 0: |          | 11981/? [1:13:33<00:00,  2.71it/s]\nEpoch 0: |          | 11982/? [1:13:33<00:00,  2.71it/s]\nEpoch 0: |          | 11982/? [1:13:33<00:00,  2.71it/s]\nEpoch 0: |          | 11983/? [1:13:34<00:00,  2.71it/s]\nEpoch 0: |          | 11983/? [1:13:34<00:00,  2.71it/s]\nEpoch 0: |          | 11984/? [1:13:34<00:00,  2.71it/s]\nEpoch 0: |          | 11984/? [1:13:34<00:00,  2.71it/s]\nEpoch 0: |          | 11985/? [1:13:34<00:00,  2.71it/s]\nEpoch 0: |          | 11985/? [1:13:34<00:00,  2.71it/s]\nEpoch 0: |          | 11986/? [1:13:35<00:00,  2.71it/s]\nEpoch 0: |          | 11986/? [1:13:35<00:00,  2.71it/s]\nEpoch 0: |          | 11987/? [1:13:35<00:00,  2.71it/s]\nEpoch 0: |          | 11987/? [1:13:35<00:00,  2.71it/s]\nEpoch 0: |          | 11988/? [1:13:35<00:00,  2.71it/s]\nEpoch 0: |          | 11988/? [1:13:35<00:00,  2.71it/s]\nEpoch 0: |          | 11989/? [1:13:36<00:00,  2.71it/s]\nEpoch 0: |          | 11989/? [1:13:36<00:00,  2.71it/s]\nEpoch 0: |          | 11990/? [1:13:36<00:00,  2.71it/s]\nEpoch 0: |          | 11990/? [1:13:36<00:00,  2.71it/s]\nEpoch 0: |          | 11991/? [1:13:36<00:00,  2.71it/s]\nEpoch 0: |          | 11991/? [1:13:36<00:00,  2.71it/s]\nEpoch 0: |          | 11992/? [1:13:36<00:00,  2.71it/s]\nEpoch 0: |          | 11992/? [1:13:36<00:00,  2.71it/s]\nEpoch 0: |          | 11993/? [1:13:37<00:00,  2.72it/s]\nEpoch 0: |          | 11993/? [1:13:37<00:00,  2.72it/s]\nEpoch 0: |          | 11994/? [1:13:37<00:00,  2.72it/s]\nEpoch 0: |          | 11994/? [1:13:37<00:00,  2.72it/s]\nEpoch 0: |          | 11995/? [1:13:37<00:00,  2.72it/s]\nEpoch 0: |          | 11995/? [1:13:37<00:00,  2.72it/s]\nEpoch 0: |          | 11996/? [1:13:38<00:00,  2.72it/s]\nEpoch 0: |          | 11996/? [1:13:38<00:00,  2.72it/s]\nEpoch 0: |          | 11997/? [1:13:38<00:00,  2.72it/s]\nEpoch 0: |          | 11997/? [1:13:38<00:00,  2.72it/s]\nEpoch 0: |          | 11998/? [1:13:38<00:00,  2.72it/s]\nEpoch 0: |          | 11998/? [1:13:38<00:00,  2.72it/s]\nEpoch 0: |          | 11999/? [1:13:39<00:00,  2.72it/s]\nEpoch 0: |          | 11999/? [1:13:39<00:00,  2.72it/s]\nEpoch 0: |          | 12000/? [1:13:39<00:00,  2.72it/s]\nEpoch 0: |          | 12000/? [1:13:39<00:00,  2.72it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.82it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.52it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.59it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.96it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 12000/? [1:13:39<00:00,  2.72it/s]\nEpoch 0: |          | 12001/? [1:13:40<00:00,  2.72it/s]\nEpoch 0: |          | 12001/? [1:13:40<00:00,  2.72it/s]\nEpoch 0: |          | 12002/? [1:13:40<00:00,  2.72it/s]\nEpoch 0: |          | 12002/? [1:13:40<00:00,  2.72it/s]\nEpoch 0: |          | 12003/? [1:13:40<00:00,  2.72it/s]\nEpoch 0: |          | 12003/? [1:13:40<00:00,  2.72it/s]\nEpoch 0: |          | 12004/? [1:13:40<00:00,  2.72it/s]\nEpoch 0: |          | 12004/? [1:13:40<00:00,  2.72it/s]\nEpoch 0: |          | 12005/? [1:13:41<00:00,  2.72it/s]\nEpoch 0: |          | 12005/? [1:13:41<00:00,  2.72it/s]\nEpoch 0: |          | 12006/? [1:13:41<00:00,  2.72it/s]\nEpoch 0: |          | 12006/? [1:13:41<00:00,  2.72it/s]\nEpoch 0: |          | 12007/? [1:13:41<00:00,  2.72it/s]\nEpoch 0: |          | 12007/? [1:13:41<00:00,  2.72it/s]\nEpoch 0: |          | 12008/? [1:13:42<00:00,  2.72it/s]\nEpoch 0: |          | 12008/? [1:13:42<00:00,  2.72it/s]\nEpoch 0: |          | 12009/? [1:13:42<00:00,  2.72it/s]\nEpoch 0: |          | 12009/? [1:13:42<00:00,  2.72it/s]\nEpoch 0: |          | 12010/? [1:13:42<00:00,  2.72it/s]\nEpoch 0: |          | 12010/? [1:13:42<00:00,  2.72it/s]\nEpoch 0: |          | 12011/? [1:13:43<00:00,  2.72it/s]\nEpoch 0: |          | 12011/? [1:13:43<00:00,  2.72it/s]\nEpoch 0: |          | 12012/? [1:13:43<00:00,  2.72it/s]\nEpoch 0: |          | 12012/? [1:13:43<00:00,  2.72it/s]\nEpoch 0: |          | 12013/? [1:13:43<00:00,  2.72it/s]\nEpoch 0: |          | 12013/? [1:13:43<00:00,  2.72it/s]\nEpoch 0: |          | 12014/? [1:13:44<00:00,  2.72it/s]\nEpoch 0: |          | 12014/? [1:13:44<00:00,  2.72it/s]\nEpoch 0: |          | 12015/? [1:13:44<00:00,  2.72it/s]\nEpoch 0: |          | 12015/? [1:13:44<00:00,  2.72it/s]\nEpoch 0: |          | 12016/? [1:13:44<00:00,  2.72it/s]\nEpoch 0: |          | 12016/? [1:13:44<00:00,  2.72it/s]\nEpoch 0: |          | 12017/? [1:13:44<00:00,  2.72it/s]\nEpoch 0: |          | 12017/? [1:13:44<00:00,  2.72it/s]\nEpoch 0: |          | 12018/? [1:13:45<00:00,  2.72it/s]\nEpoch 0: |          | 12018/? [1:13:45<00:00,  2.72it/s]\nEpoch 0: |          | 12019/? [1:13:45<00:00,  2.72it/s]\nEpoch 0: |          | 12019/? [1:13:45<00:00,  2.72it/s]\nEpoch 0: |          | 12020/? [1:13:45<00:00,  2.72it/s]\nEpoch 0: |          | 12020/? [1:13:45<00:00,  2.72it/s]\nEpoch 0: |          | 12021/? [1:13:46<00:00,  2.72it/s]\nEpoch 0: |          | 12021/? [1:13:46<00:00,  2.72it/s]\nEpoch 0: |          | 12022/? [1:13:46<00:00,  2.72it/s]\nEpoch 0: |          | 12022/? [1:13:46<00:00,  2.72it/s]\nEpoch 0: |          | 12023/? [1:13:46<00:00,  2.72it/s]\nEpoch 0: |          | 12023/? [1:13:46<00:00,  2.72it/s]\nEpoch 0: |          | 12024/? [1:13:47<00:00,  2.72it/s]\nEpoch 0: |          | 12024/? [1:13:47<00:00,  2.72it/s]\nEpoch 0: |          | 12025/? [1:13:47<00:00,  2.72it/s]\nEpoch 0: |          | 12025/? [1:13:47<00:00,  2.72it/s]\nEpoch 0: |          | 12026/? [1:13:47<00:00,  2.72it/s]\nEpoch 0: |          | 12026/? [1:13:47<00:00,  2.72it/s]\nEpoch 0: |          | 12027/? [1:13:47<00:00,  2.72it/s]\nEpoch 0: |          | 12027/? [1:13:47<00:00,  2.72it/s]\nEpoch 0: |          | 12028/? [1:13:48<00:00,  2.72it/s]\nEpoch 0: |          | 12028/? [1:13:48<00:00,  2.72it/s]\nEpoch 0: |          | 12029/? [1:13:48<00:00,  2.72it/s]\nEpoch 0: |          | 12029/? [1:13:48<00:00,  2.72it/s]\nEpoch 0: |          | 12030/? [1:13:48<00:00,  2.72it/s]\nEpoch 0: |          | 12030/? [1:13:48<00:00,  2.72it/s]\nEpoch 0: |          | 12031/? [1:13:49<00:00,  2.72it/s]\nEpoch 0: |          | 12031/? [1:13:49<00:00,  2.72it/s]\nEpoch 0: |          | 12032/? [1:13:49<00:00,  2.72it/s]\nEpoch 0: |          | 12032/? [1:13:49<00:00,  2.72it/s]\nEpoch 0: |          | 12033/? [1:13:49<00:00,  2.72it/s]\nEpoch 0: |          | 12033/? [1:13:49<00:00,  2.72it/s]\nEpoch 0: |          | 12034/? [1:13:50<00:00,  2.72it/s]\nEpoch 0: |          | 12034/? [1:13:50<00:00,  2.72it/s]\nEpoch 0: |          | 12035/? [1:13:50<00:00,  2.72it/s]\nEpoch 0: |          | 12035/? [1:13:50<00:00,  2.72it/s]\nEpoch 0: |          | 12036/? [1:13:50<00:00,  2.72it/s]\nEpoch 0: |          | 12036/? [1:13:50<00:00,  2.72it/s]\nEpoch 0: |          | 12037/? [1:13:51<00:00,  2.72it/s]\nEpoch 0: |          | 12037/? [1:13:51<00:00,  2.72it/s]\nEpoch 0: |          | 12038/? [1:13:51<00:00,  2.72it/s]\nEpoch 0: |          | 12038/? [1:13:51<00:00,  2.72it/s]\nEpoch 0: |          | 12039/? [1:13:51<00:00,  2.72it/s]\nEpoch 0: |          | 12039/? [1:13:51<00:00,  2.72it/s]\nEpoch 0: |          | 12040/? [1:13:52<00:00,  2.72it/s]\nEpoch 0: |          | 12040/? [1:13:52<00:00,  2.72it/s]\nEpoch 0: |          | 12041/? [1:13:52<00:00,  2.72it/s]\nEpoch 0: |          | 12041/? [1:13:52<00:00,  2.72it/s]\nEpoch 0: |          | 12042/? [1:13:52<00:00,  2.72it/s]\nEpoch 0: |          | 12042/? [1:13:52<00:00,  2.72it/s]\nEpoch 0: |          | 12043/? [1:13:52<00:00,  2.72it/s]\nEpoch 0: |          | 12043/? [1:13:52<00:00,  2.72it/s]\nEpoch 0: |          | 12044/? [1:13:53<00:00,  2.72it/s]\nEpoch 0: |          | 12044/? [1:13:53<00:00,  2.72it/s]\nEpoch 0: |          | 12045/? [1:13:53<00:00,  2.72it/s]\nEpoch 0: |          | 12045/? [1:13:53<00:00,  2.72it/s]\nEpoch 0: |          | 12046/? [1:13:53<00:00,  2.72it/s]\nEpoch 0: |          | 12046/? [1:13:53<00:00,  2.72it/s]\nEpoch 0: |          | 12047/? [1:13:54<00:00,  2.72it/s]\nEpoch 0: |          | 12047/? [1:13:54<00:00,  2.72it/s]\nEpoch 0: |          | 12048/? [1:13:54<00:00,  2.72it/s]\nEpoch 0: |          | 12048/? [1:13:54<00:00,  2.72it/s]\nEpoch 0: |          | 12049/? [1:13:54<00:00,  2.72it/s]\nEpoch 0: |          | 12049/? [1:13:54<00:00,  2.72it/s]\nEpoch 0: |          | 12050/? [1:13:55<00:00,  2.72it/s]\nEpoch 0: |          | 12050/? [1:13:55<00:00,  2.72it/s]\nEpoch 0: |          | 12051/? [1:13:55<00:00,  2.72it/s]\nEpoch 0: |          | 12051/? [1:13:55<00:00,  2.72it/s]\nEpoch 0: |          | 12052/? [1:13:55<00:00,  2.72it/s]\nEpoch 0: |          | 12052/? [1:13:55<00:00,  2.72it/s]\nEpoch 0: |          | 12053/? [1:13:56<00:00,  2.72it/s]\nEpoch 0: |          | 12053/? [1:13:56<00:00,  2.72it/s]\nEpoch 0: |          | 12054/? [1:13:56<00:00,  2.72it/s]\nEpoch 0: |          | 12054/? [1:13:56<00:00,  2.72it/s]\nEpoch 0: |          | 12055/? [1:13:56<00:00,  2.72it/s]\nEpoch 0: |          | 12055/? [1:13:56<00:00,  2.72it/s]\nEpoch 0: |          | 12056/? [1:13:56<00:00,  2.72it/s]\nEpoch 0: |          | 12056/? [1:13:56<00:00,  2.72it/s]\nEpoch 0: |          | 12057/? [1:13:57<00:00,  2.72it/s]\nEpoch 0: |          | 12057/? [1:13:57<00:00,  2.72it/s]\nEpoch 0: |          | 12058/? [1:13:57<00:00,  2.72it/s]\nEpoch 0: |          | 12058/? [1:13:57<00:00,  2.72it/s]\nEpoch 0: |          | 12059/? [1:13:57<00:00,  2.72it/s]\nEpoch 0: |          | 12059/? [1:13:57<00:00,  2.72it/s]\nEpoch 0: |          | 12060/? [1:13:58<00:00,  2.72it/s]\nEpoch 0: |          | 12060/? [1:13:58<00:00,  2.72it/s]\nEpoch 0: |          | 12061/? [1:13:58<00:00,  2.72it/s]\nEpoch 0: |          | 12061/? [1:13:58<00:00,  2.72it/s]\nEpoch 0: |          | 12062/? [1:13:58<00:00,  2.72it/s]\nEpoch 0: |          | 12062/? [1:13:58<00:00,  2.72it/s]\nEpoch 0: |          | 12063/? [1:13:59<00:00,  2.72it/s]\nEpoch 0: |          | 12063/? [1:13:59<00:00,  2.72it/s]\nEpoch 0: |          | 12064/? [1:13:59<00:00,  2.72it/s]\nEpoch 0: |          | 12064/? [1:13:59<00:00,  2.72it/s]\nEpoch 0: |          | 12065/? [1:13:59<00:00,  2.72it/s]\nEpoch 0: |          | 12065/? [1:13:59<00:00,  2.72it/s]\nEpoch 0: |          | 12066/? [1:14:00<00:00,  2.72it/s]\nEpoch 0: |          | 12066/? [1:14:00<00:00,  2.72it/s]\nEpoch 0: |          | 12067/? [1:14:00<00:00,  2.72it/s]\nEpoch 0: |          | 12067/? [1:14:00<00:00,  2.72it/s]\nEpoch 0: |          | 12068/? [1:14:00<00:00,  2.72it/s]\nEpoch 0: |          | 12068/? [1:14:00<00:00,  2.72it/s]\nEpoch 0: |          | 12069/? [1:14:01<00:00,  2.72it/s]\nEpoch 0: |          | 12069/? [1:14:01<00:00,  2.72it/s]\nEpoch 0: |          | 12070/? [1:14:01<00:00,  2.72it/s]\nEpoch 0: |          | 12070/? [1:14:01<00:00,  2.72it/s]\nEpoch 0: |          | 12071/? [1:14:01<00:00,  2.72it/s]\nEpoch 0: |          | 12071/? [1:14:01<00:00,  2.72it/s]\nEpoch 0: |          | 12072/? [1:14:01<00:00,  2.72it/s]\nEpoch 0: |          | 12072/? [1:14:01<00:00,  2.72it/s]\nEpoch 0: |          | 12073/? [1:14:02<00:00,  2.72it/s]\nEpoch 0: |          | 12073/? [1:14:02<00:00,  2.72it/s]\nEpoch 0: |          | 12074/? [1:14:02<00:00,  2.72it/s]\nEpoch 0: |          | 12074/? [1:14:02<00:00,  2.72it/s]\nEpoch 0: |          | 12075/? [1:14:02<00:00,  2.72it/s]\nEpoch 0: |          | 12075/? [1:14:02<00:00,  2.72it/s]\nEpoch 0: |          | 12076/? [1:14:03<00:00,  2.72it/s]\nEpoch 0: |          | 12076/? [1:14:03<00:00,  2.72it/s]\nEpoch 0: |          | 12077/? [1:14:03<00:00,  2.72it/s]\nEpoch 0: |          | 12077/? [1:14:03<00:00,  2.72it/s]\nEpoch 0: |          | 12078/? [1:14:03<00:00,  2.72it/s]\nEpoch 0: |          | 12078/? [1:14:03<00:00,  2.72it/s]\nEpoch 0: |          | 12079/? [1:14:04<00:00,  2.72it/s]\nEpoch 0: |          | 12079/? [1:14:04<00:00,  2.72it/s]\nEpoch 0: |          | 12080/? [1:14:04<00:00,  2.72it/s]\nEpoch 0: |          | 12080/? [1:14:04<00:00,  2.72it/s]\nEpoch 0: |          | 12081/? [1:14:04<00:00,  2.72it/s]\nEpoch 0: |          | 12081/? [1:14:04<00:00,  2.72it/s]\nEpoch 0: |          | 12082/? [1:14:05<00:00,  2.72it/s]\nEpoch 0: |          | 12082/? [1:14:05<00:00,  2.72it/s]\nEpoch 0: |          | 12083/? [1:14:05<00:00,  2.72it/s]\nEpoch 0: |          | 12083/? [1:14:05<00:00,  2.72it/s]\nEpoch 0: |          | 12084/? [1:14:05<00:00,  2.72it/s]\nEpoch 0: |          | 12084/? [1:14:05<00:00,  2.72it/s]\nEpoch 0: |          | 12085/? [1:14:05<00:00,  2.72it/s]\nEpoch 0: |          | 12085/? [1:14:05<00:00,  2.72it/s]\nEpoch 0: |          | 12086/? [1:14:06<00:00,  2.72it/s]\nEpoch 0: |          | 12086/? [1:14:06<00:00,  2.72it/s]\nEpoch 0: |          | 12087/? [1:14:06<00:00,  2.72it/s]\nEpoch 0: |          | 12087/? [1:14:06<00:00,  2.72it/s]\nEpoch 0: |          | 12088/? [1:14:06<00:00,  2.72it/s]\nEpoch 0: |          | 12088/? [1:14:06<00:00,  2.72it/s]\nEpoch 0: |          | 12089/? [1:14:07<00:00,  2.72it/s]\nEpoch 0: |          | 12089/? [1:14:07<00:00,  2.72it/s]\nEpoch 0: |          | 12090/? [1:14:07<00:00,  2.72it/s]\nEpoch 0: |          | 12090/? [1:14:07<00:00,  2.72it/s]\nEpoch 0: |          | 12091/? [1:14:07<00:00,  2.72it/s]\nEpoch 0: |          | 12091/? [1:14:07<00:00,  2.72it/s]\nEpoch 0: |          | 12092/? [1:14:08<00:00,  2.72it/s]\nEpoch 0: |          | 12092/? [1:14:08<00:00,  2.72it/s]\nEpoch 0: |          | 12093/? [1:14:08<00:00,  2.72it/s]\nEpoch 0: |          | 12093/? [1:14:08<00:00,  2.72it/s]\nEpoch 0: |          | 12094/? [1:14:08<00:00,  2.72it/s]\nEpoch 0: |          | 12094/? [1:14:08<00:00,  2.72it/s]\nEpoch 0: |          | 12095/? [1:14:09<00:00,  2.72it/s]\nEpoch 0: |          | 12095/? [1:14:09<00:00,  2.72it/s]\nEpoch 0: |          | 12096/? [1:14:09<00:00,  2.72it/s]\nEpoch 0: |          | 12096/? [1:14:09<00:00,  2.72it/s]\nEpoch 0: |          | 12097/? [1:14:09<00:00,  2.72it/s]\nEpoch 0: |          | 12097/? [1:14:09<00:00,  2.72it/s]\nEpoch 0: |          | 12098/? [1:14:10<00:00,  2.72it/s]\nEpoch 0: |          | 12098/? [1:14:10<00:00,  2.72it/s]\nEpoch 0: |          | 12099/? [1:14:10<00:00,  2.72it/s]\nEpoch 0: |          | 12099/? [1:14:10<00:00,  2.72it/s]\nEpoch 0: |          | 12100/? [1:14:10<00:00,  2.72it/s]\nEpoch 0: |          | 12100/? [1:14:10<00:00,  2.72it/s]\nEpoch 0: |          | 12101/? [1:14:10<00:00,  2.72it/s]\nEpoch 0: |          | 12101/? [1:14:10<00:00,  2.72it/s]\nEpoch 0: |          | 12102/? [1:14:11<00:00,  2.72it/s]\nEpoch 0: |          | 12102/? [1:14:11<00:00,  2.72it/s]\nEpoch 0: |          | 12103/? [1:14:11<00:00,  2.72it/s]\nEpoch 0: |          | 12103/? [1:14:11<00:00,  2.72it/s]\nEpoch 0: |          | 12104/? [1:14:11<00:00,  2.72it/s]\nEpoch 0: |          | 12104/? [1:14:11<00:00,  2.72it/s]\nEpoch 0: |          | 12105/? [1:14:12<00:00,  2.72it/s]\nEpoch 0: |          | 12105/? [1:14:12<00:00,  2.72it/s]\nEpoch 0: |          | 12106/? [1:14:12<00:00,  2.72it/s]\nEpoch 0: |          | 12106/? [1:14:12<00:00,  2.72it/s]\nEpoch 0: |          | 12107/? [1:14:12<00:00,  2.72it/s]\nEpoch 0: |          | 12107/? [1:14:12<00:00,  2.72it/s]\nEpoch 0: |          | 12108/? [1:14:13<00:00,  2.72it/s]\nEpoch 0: |          | 12108/? [1:14:13<00:00,  2.72it/s]\nEpoch 0: |          | 12109/? [1:14:13<00:00,  2.72it/s]\nEpoch 0: |          | 12109/? [1:14:13<00:00,  2.72it/s]\nEpoch 0: |          | 12110/? [1:14:13<00:00,  2.72it/s]\nEpoch 0: |          | 12110/? [1:14:13<00:00,  2.72it/s]\nEpoch 0: |          | 12111/? [1:14:14<00:00,  2.72it/s]\nEpoch 0: |          | 12111/? [1:14:14<00:00,  2.72it/s]\nEpoch 0: |          | 12112/? [1:14:14<00:00,  2.72it/s]\nEpoch 0: |          | 12112/? [1:14:14<00:00,  2.72it/s]\nEpoch 0: |          | 12113/? [1:14:14<00:00,  2.72it/s]\nEpoch 0: |          | 12113/? [1:14:14<00:00,  2.72it/s]\nEpoch 0: |          | 12114/? [1:14:15<00:00,  2.72it/s]\nEpoch 0: |          | 12114/? [1:14:15<00:00,  2.72it/s]\nEpoch 0: |          | 12115/? [1:14:15<00:00,  2.72it/s]\nEpoch 0: |          | 12115/? [1:14:15<00:00,  2.72it/s]\nEpoch 0: |          | 12116/? [1:14:15<00:00,  2.72it/s]\nEpoch 0: |          | 12116/? [1:14:15<00:00,  2.72it/s]\nEpoch 0: |          | 12117/? [1:14:15<00:00,  2.72it/s]\nEpoch 0: |          | 12117/? [1:14:15<00:00,  2.72it/s]\nEpoch 0: |          | 12118/? [1:14:16<00:00,  2.72it/s]\nEpoch 0: |          | 12118/? [1:14:16<00:00,  2.72it/s]\nEpoch 0: |          | 12119/? [1:14:16<00:00,  2.72it/s]\nEpoch 0: |          | 12119/? [1:14:16<00:00,  2.72it/s]\nEpoch 0: |          | 12120/? [1:14:16<00:00,  2.72it/s]\nEpoch 0: |          | 12120/? [1:14:16<00:00,  2.72it/s]\nEpoch 0: |          | 12121/? [1:14:17<00:00,  2.72it/s]\nEpoch 0: |          | 12121/? [1:14:17<00:00,  2.72it/s]\nEpoch 0: |          | 12122/? [1:14:17<00:00,  2.72it/s]\nEpoch 0: |          | 12122/? [1:14:17<00:00,  2.72it/s]\nEpoch 0: |          | 12123/? [1:14:17<00:00,  2.72it/s]\nEpoch 0: |          | 12123/? [1:14:17<00:00,  2.72it/s]\nEpoch 0: |          | 12124/? [1:14:18<00:00,  2.72it/s]\nEpoch 0: |          | 12124/? [1:14:18<00:00,  2.72it/s]\nEpoch 0: |          | 12125/? [1:14:18<00:00,  2.72it/s]\nEpoch 0: |          | 12125/? [1:14:18<00:00,  2.72it/s]\nEpoch 0: |          | 12126/? [1:14:18<00:00,  2.72it/s]\nEpoch 0: |          | 12126/? [1:14:18<00:00,  2.72it/s]\nEpoch 0: |          | 12127/? [1:14:19<00:00,  2.72it/s]\nEpoch 0: |          | 12127/? [1:14:19<00:00,  2.72it/s]\nEpoch 0: |          | 12128/? [1:14:19<00:00,  2.72it/s]\nEpoch 0: |          | 12128/? [1:14:19<00:00,  2.72it/s]\nEpoch 0: |          | 12129/? [1:14:19<00:00,  2.72it/s]\nEpoch 0: |          | 12129/? [1:14:19<00:00,  2.72it/s]\nEpoch 0: |          | 12130/? [1:14:19<00:00,  2.72it/s]\nEpoch 0: |          | 12130/? [1:14:19<00:00,  2.72it/s]\nEpoch 0: |          | 12131/? [1:14:20<00:00,  2.72it/s]\nEpoch 0: |          | 12131/? [1:14:20<00:00,  2.72it/s]\nEpoch 0: |          | 12132/? [1:14:20<00:00,  2.72it/s]\nEpoch 0: |          | 12132/? [1:14:20<00:00,  2.72it/s]\nEpoch 0: |          | 12133/? [1:14:20<00:00,  2.72it/s]\nEpoch 0: |          | 12133/? [1:14:20<00:00,  2.72it/s]\nEpoch 0: |          | 12134/? [1:14:21<00:00,  2.72it/s]\nEpoch 0: |          | 12134/? [1:14:21<00:00,  2.72it/s]\nEpoch 0: |          | 12135/? [1:14:21<00:00,  2.72it/s]\nEpoch 0: |          | 12135/? [1:14:21<00:00,  2.72it/s]\nEpoch 0: |          | 12136/? [1:14:21<00:00,  2.72it/s]\nEpoch 0: |          | 12136/? [1:14:21<00:00,  2.72it/s]\nEpoch 0: |          | 12137/? [1:14:22<00:00,  2.72it/s]\nEpoch 0: |          | 12137/? [1:14:22<00:00,  2.72it/s]\nEpoch 0: |          | 12138/? [1:14:22<00:00,  2.72it/s]\nEpoch 0: |          | 12138/? [1:14:22<00:00,  2.72it/s]\nEpoch 0: |          | 12139/? [1:14:22<00:00,  2.72it/s]\nEpoch 0: |          | 12139/? [1:14:22<00:00,  2.72it/s]\nEpoch 0: |          | 12140/? [1:14:22<00:00,  2.72it/s]\nEpoch 0: |          | 12140/? [1:14:22<00:00,  2.72it/s]\nEpoch 0: |          | 12141/? [1:14:23<00:00,  2.72it/s]\nEpoch 0: |          | 12141/? [1:14:23<00:00,  2.72it/s]\nEpoch 0: |          | 12142/? [1:14:23<00:00,  2.72it/s]\nEpoch 0: |          | 12142/? [1:14:23<00:00,  2.72it/s]\nEpoch 0: |          | 12143/? [1:14:23<00:00,  2.72it/s]\nEpoch 0: |          | 12143/? [1:14:23<00:00,  2.72it/s]\nEpoch 0: |          | 12144/? [1:14:24<00:00,  2.72it/s]\nEpoch 0: |          | 12144/? [1:14:24<00:00,  2.72it/s]\nEpoch 0: |          | 12145/? [1:14:24<00:00,  2.72it/s]\nEpoch 0: |          | 12145/? [1:14:24<00:00,  2.72it/s]\nEpoch 0: |          | 12146/? [1:14:24<00:00,  2.72it/s]\nEpoch 0: |          | 12146/? [1:14:24<00:00,  2.72it/s]\nEpoch 0: |          | 12147/? [1:14:25<00:00,  2.72it/s]\nEpoch 0: |          | 12147/? [1:14:25<00:00,  2.72it/s]\nEpoch 0: |          | 12148/? [1:14:25<00:00,  2.72it/s]\nEpoch 0: |          | 12148/? [1:14:25<00:00,  2.72it/s]\nEpoch 0: |          | 12149/? [1:14:25<00:00,  2.72it/s]\nEpoch 0: |          | 12149/? [1:14:25<00:00,  2.72it/s]\nEpoch 0: |          | 12150/? [1:14:25<00:00,  2.72it/s]\nEpoch 0: |          | 12150/? [1:14:25<00:00,  2.72it/s]\nEpoch 0: |          | 12151/? [1:14:26<00:00,  2.72it/s]\nEpoch 0: |          | 12151/? [1:14:26<00:00,  2.72it/s]\nEpoch 0: |          | 12152/? [1:14:26<00:00,  2.72it/s]\nEpoch 0: |          | 12152/? [1:14:26<00:00,  2.72it/s]\nEpoch 0: |          | 12153/? [1:14:26<00:00,  2.72it/s]\nEpoch 0: |          | 12153/? [1:14:26<00:00,  2.72it/s]\nEpoch 0: |          | 12154/? [1:14:27<00:00,  2.72it/s]\nEpoch 0: |          | 12154/? [1:14:27<00:00,  2.72it/s]\nEpoch 0: |          | 12155/? [1:14:27<00:00,  2.72it/s]\nEpoch 0: |          | 12155/? [1:14:27<00:00,  2.72it/s]\nEpoch 0: |          | 12156/? [1:14:27<00:00,  2.72it/s]\nEpoch 0: |          | 12156/? [1:14:27<00:00,  2.72it/s]\nEpoch 0: |          | 12157/? [1:14:28<00:00,  2.72it/s]\nEpoch 0: |          | 12157/? [1:14:28<00:00,  2.72it/s]\nEpoch 0: |          | 12158/? [1:14:28<00:00,  2.72it/s]\nEpoch 0: |          | 12158/? [1:14:28<00:00,  2.72it/s]\nEpoch 0: |          | 12159/? [1:14:28<00:00,  2.72it/s]\nEpoch 0: |          | 12159/? [1:14:28<00:00,  2.72it/s]\nEpoch 0: |          | 12160/? [1:14:29<00:00,  2.72it/s]\nEpoch 0: |          | 12160/? [1:14:29<00:00,  2.72it/s]\nEpoch 0: |          | 12161/? [1:14:29<00:00,  2.72it/s]\nEpoch 0: |          | 12161/? [1:14:29<00:00,  2.72it/s]\nEpoch 0: |          | 12162/? [1:14:29<00:00,  2.72it/s]\nEpoch 0: |          | 12162/? [1:14:29<00:00,  2.72it/s]\nEpoch 0: |          | 12163/? [1:14:30<00:00,  2.72it/s]\nEpoch 0: |          | 12163/? [1:14:30<00:00,  2.72it/s]\nEpoch 0: |          | 12164/? [1:14:30<00:00,  2.72it/s]\nEpoch 0: |          | 12164/? [1:14:30<00:00,  2.72it/s]\nEpoch 0: |          | 12165/? [1:14:30<00:00,  2.72it/s]\nEpoch 0: |          | 12165/? [1:14:30<00:00,  2.72it/s]\nEpoch 0: |          | 12166/? [1:14:30<00:00,  2.72it/s]\nEpoch 0: |          | 12166/? [1:14:30<00:00,  2.72it/s]\nEpoch 0: |          | 12167/? [1:14:31<00:00,  2.72it/s]\nEpoch 0: |          | 12167/? [1:14:31<00:00,  2.72it/s]\nEpoch 0: |          | 12168/? [1:14:31<00:00,  2.72it/s]\nEpoch 0: |          | 12168/? [1:14:31<00:00,  2.72it/s]\nEpoch 0: |          | 12169/? [1:14:31<00:00,  2.72it/s]\nEpoch 0: |          | 12169/? [1:14:31<00:00,  2.72it/s]\nEpoch 0: |          | 12170/? [1:14:32<00:00,  2.72it/s]\nEpoch 0: |          | 12170/? [1:14:32<00:00,  2.72it/s]\nEpoch 0: |          | 12171/? [1:14:32<00:00,  2.72it/s]\nEpoch 0: |          | 12171/? [1:14:32<00:00,  2.72it/s]\nEpoch 0: |          | 12172/? [1:14:32<00:00,  2.72it/s]\nEpoch 0: |          | 12172/? [1:14:32<00:00,  2.72it/s]\nEpoch 0: |          | 12173/? [1:14:33<00:00,  2.72it/s]\nEpoch 0: |          | 12173/? [1:14:33<00:00,  2.72it/s]\nEpoch 0: |          | 12174/? [1:14:33<00:00,  2.72it/s]\nEpoch 0: |          | 12174/? [1:14:33<00:00,  2.72it/s]\nEpoch 0: |          | 12175/? [1:14:33<00:00,  2.72it/s]\nEpoch 0: |          | 12175/? [1:14:33<00:00,  2.72it/s]\nEpoch 0: |          | 12176/? [1:14:34<00:00,  2.72it/s]\nEpoch 0: |          | 12176/? [1:14:34<00:00,  2.72it/s]\nEpoch 0: |          | 12177/? [1:14:34<00:00,  2.72it/s]\nEpoch 0: |          | 12177/? [1:14:34<00:00,  2.72it/s]\nEpoch 0: |          | 12178/? [1:14:34<00:00,  2.72it/s]\nEpoch 0: |          | 12178/? [1:14:34<00:00,  2.72it/s]\nEpoch 0: |          | 12179/? [1:14:34<00:00,  2.72it/s]\nEpoch 0: |          | 12179/? [1:14:34<00:00,  2.72it/s]\nEpoch 0: |          | 12180/? [1:14:35<00:00,  2.72it/s]\nEpoch 0: |          | 12180/? [1:14:35<00:00,  2.72it/s]\nEpoch 0: |          | 12181/? [1:14:35<00:00,  2.72it/s]\nEpoch 0: |          | 12181/? [1:14:35<00:00,  2.72it/s]\nEpoch 0: |          | 12182/? [1:14:35<00:00,  2.72it/s]\nEpoch 0: |          | 12182/? [1:14:35<00:00,  2.72it/s]\nEpoch 0: |          | 12183/? [1:14:36<00:00,  2.72it/s]\nEpoch 0: |          | 12183/? [1:14:36<00:00,  2.72it/s]\nEpoch 0: |          | 12184/? [1:14:36<00:00,  2.72it/s]\nEpoch 0: |          | 12184/? [1:14:36<00:00,  2.72it/s]\nEpoch 0: |          | 12185/? [1:14:36<00:00,  2.72it/s]\nEpoch 0: |          | 12185/? [1:14:36<00:00,  2.72it/s]\nEpoch 0: |          | 12186/? [1:14:37<00:00,  2.72it/s]\nEpoch 0: |          | 12186/? [1:14:37<00:00,  2.72it/s]\nEpoch 0: |          | 12187/? [1:14:37<00:00,  2.72it/s]\nEpoch 0: |          | 12187/? [1:14:37<00:00,  2.72it/s]\nEpoch 0: |          | 12188/? [1:14:37<00:00,  2.72it/s]\nEpoch 0: |          | 12188/? [1:14:37<00:00,  2.72it/s]\nEpoch 0: |          | 12189/? [1:14:38<00:00,  2.72it/s]\nEpoch 0: |          | 12189/? [1:14:38<00:00,  2.72it/s]\nEpoch 0: |          | 12190/? [1:14:38<00:00,  2.72it/s]\nEpoch 0: |          | 12190/? [1:14:38<00:00,  2.72it/s]\nEpoch 0: |          | 12191/? [1:14:38<00:00,  2.72it/s]\nEpoch 0: |          | 12191/? [1:14:38<00:00,  2.72it/s]\nEpoch 0: |          | 12192/? [1:14:38<00:00,  2.72it/s]\nEpoch 0: |          | 12192/? [1:14:38<00:00,  2.72it/s]\nEpoch 0: |          | 12193/? [1:14:39<00:00,  2.72it/s]\nEpoch 0: |          | 12193/? [1:14:39<00:00,  2.72it/s]\nEpoch 0: |          | 12194/? [1:14:39<00:00,  2.72it/s]\nEpoch 0: |          | 12194/? [1:14:39<00:00,  2.72it/s]\nEpoch 0: |          | 12195/? [1:14:39<00:00,  2.72it/s]\nEpoch 0: |          | 12195/? [1:14:39<00:00,  2.72it/s]\nEpoch 0: |          | 12196/? [1:14:40<00:00,  2.72it/s]\nEpoch 0: |          | 12196/? [1:14:40<00:00,  2.72it/s]\nEpoch 0: |          | 12197/? [1:14:40<00:00,  2.72it/s]\nEpoch 0: |          | 12197/? [1:14:40<00:00,  2.72it/s]\nEpoch 0: |          | 12198/? [1:14:40<00:00,  2.72it/s]\nEpoch 0: |          | 12198/? [1:14:40<00:00,  2.72it/s]\nEpoch 0: |          | 12199/? [1:14:41<00:00,  2.72it/s]\nEpoch 0: |          | 12199/? [1:14:41<00:00,  2.72it/s]\nEpoch 0: |          | 12200/? [1:14:41<00:00,  2.72it/s]\nEpoch 0: |          | 12200/? [1:14:41<00:00,  2.72it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.11it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.58it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.64it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.69it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 12200/? [1:14:41<00:00,  2.72it/s]\nEpoch 0: |          | 12201/? [1:14:42<00:00,  2.72it/s]\nEpoch 0: |          | 12201/? [1:14:42<00:00,  2.72it/s]\nEpoch 0: |          | 12202/? [1:14:42<00:00,  2.72it/s]\nEpoch 0: |          | 12202/? [1:14:42<00:00,  2.72it/s]\nEpoch 0: |          | 12203/? [1:14:42<00:00,  2.72it/s]\nEpoch 0: |          | 12203/? [1:14:42<00:00,  2.72it/s]\nEpoch 0: |          | 12204/? [1:14:43<00:00,  2.72it/s]\nEpoch 0: |          | 12204/? [1:14:43<00:00,  2.72it/s]\nEpoch 0: |          | 12205/? [1:14:43<00:00,  2.72it/s]\nEpoch 0: |          | 12205/? [1:14:43<00:00,  2.72it/s]\nEpoch 0: |          | 12206/? [1:14:43<00:00,  2.72it/s]\nEpoch 0: |          | 12206/? [1:14:43<00:00,  2.72it/s]\nEpoch 0: |          | 12207/? [1:14:43<00:00,  2.72it/s]\nEpoch 0: |          | 12207/? [1:14:43<00:00,  2.72it/s]\nEpoch 0: |          | 12208/? [1:14:44<00:00,  2.72it/s]\nEpoch 0: |          | 12208/? [1:14:44<00:00,  2.72it/s]\nEpoch 0: |          | 12209/? [1:14:44<00:00,  2.72it/s]\nEpoch 0: |          | 12209/? [1:14:44<00:00,  2.72it/s]\nEpoch 0: |          | 12210/? [1:14:44<00:00,  2.72it/s]\nEpoch 0: |          | 12210/? [1:14:44<00:00,  2.72it/s]\nEpoch 0: |          | 12211/? [1:14:45<00:00,  2.72it/s]\nEpoch 0: |          | 12211/? [1:14:45<00:00,  2.72it/s]\nEpoch 0: |          | 12212/? [1:14:45<00:00,  2.72it/s]\nEpoch 0: |          | 12212/? [1:14:45<00:00,  2.72it/s]\nEpoch 0: |          | 12213/? [1:14:45<00:00,  2.72it/s]\nEpoch 0: |          | 12213/? [1:14:45<00:00,  2.72it/s]\nEpoch 0: |          | 12214/? [1:14:46<00:00,  2.72it/s]\nEpoch 0: |          | 12214/? [1:14:46<00:00,  2.72it/s]\nEpoch 0: |          | 12215/? [1:14:46<00:00,  2.72it/s]\nEpoch 0: |          | 12215/? [1:14:46<00:00,  2.72it/s]\nEpoch 0: |          | 12216/? [1:14:46<00:00,  2.72it/s]\nEpoch 0: |          | 12216/? [1:14:46<00:00,  2.72it/s]\nEpoch 0: |          | 12217/? [1:14:47<00:00,  2.72it/s]\nEpoch 0: |          | 12217/? [1:14:47<00:00,  2.72it/s]\nEpoch 0: |          | 12218/? [1:14:47<00:00,  2.72it/s]\nEpoch 0: |          | 12218/? [1:14:47<00:00,  2.72it/s]\nEpoch 0: |          | 12219/? [1:14:47<00:00,  2.72it/s]\nEpoch 0: |          | 12219/? [1:14:47<00:00,  2.72it/s]\nEpoch 0: |          | 12220/? [1:14:47<00:00,  2.72it/s]\nEpoch 0: |          | 12220/? [1:14:47<00:00,  2.72it/s]\nEpoch 0: |          | 12221/? [1:14:48<00:00,  2.72it/s]\nEpoch 0: |          | 12221/? [1:14:48<00:00,  2.72it/s]\nEpoch 0: |          | 12222/? [1:14:48<00:00,  2.72it/s]\nEpoch 0: |          | 12222/? [1:14:48<00:00,  2.72it/s]\nEpoch 0: |          | 12223/? [1:14:48<00:00,  2.72it/s]\nEpoch 0: |          | 12223/? [1:14:48<00:00,  2.72it/s]\nEpoch 0: |          | 12224/? [1:14:49<00:00,  2.72it/s]\nEpoch 0: |          | 12224/? [1:14:49<00:00,  2.72it/s]\nEpoch 0: |          | 12225/? [1:14:49<00:00,  2.72it/s]\nEpoch 0: |          | 12225/? [1:14:49<00:00,  2.72it/s]\nEpoch 0: |          | 12226/? [1:14:49<00:00,  2.72it/s]\nEpoch 0: |          | 12226/? [1:14:49<00:00,  2.72it/s]\nEpoch 0: |          | 12227/? [1:14:50<00:00,  2.72it/s]\nEpoch 0: |          | 12227/? [1:14:50<00:00,  2.72it/s]\nEpoch 0: |          | 12228/? [1:14:50<00:00,  2.72it/s]\nEpoch 0: |          | 12228/? [1:14:50<00:00,  2.72it/s]\nEpoch 0: |          | 12229/? [1:14:50<00:00,  2.72it/s]\nEpoch 0: |          | 12229/? [1:14:50<00:00,  2.72it/s]\nEpoch 0: |          | 12230/? [1:14:51<00:00,  2.72it/s]\nEpoch 0: |          | 12230/? [1:14:51<00:00,  2.72it/s]\nEpoch 0: |          | 12231/? [1:14:51<00:00,  2.72it/s]\nEpoch 0: |          | 12231/? [1:14:51<00:00,  2.72it/s]\nEpoch 0: |          | 12232/? [1:14:51<00:00,  2.72it/s]\nEpoch 0: |          | 12232/? [1:14:51<00:00,  2.72it/s]\nEpoch 0: |          | 12233/? [1:14:51<00:00,  2.72it/s]\nEpoch 0: |          | 12233/? [1:14:51<00:00,  2.72it/s]\nEpoch 0: |          | 12234/? [1:14:52<00:00,  2.72it/s]\nEpoch 0: |          | 12234/? [1:14:52<00:00,  2.72it/s]\nEpoch 0: |          | 12235/? [1:14:52<00:00,  2.72it/s]\nEpoch 0: |          | 12235/? [1:14:52<00:00,  2.72it/s]\nEpoch 0: |          | 12236/? [1:14:52<00:00,  2.72it/s]\nEpoch 0: |          | 12236/? [1:14:52<00:00,  2.72it/s]\nEpoch 0: |          | 12237/? [1:14:53<00:00,  2.72it/s]\nEpoch 0: |          | 12237/? [1:14:53<00:00,  2.72it/s]\nEpoch 0: |          | 12238/? [1:14:53<00:00,  2.72it/s]\nEpoch 0: |          | 12238/? [1:14:53<00:00,  2.72it/s]\nEpoch 0: |          | 12239/? [1:14:53<00:00,  2.72it/s]\nEpoch 0: |          | 12239/? [1:14:53<00:00,  2.72it/s]\nEpoch 0: |          | 12240/? [1:14:54<00:00,  2.72it/s]\nEpoch 0: |          | 12240/? [1:14:54<00:00,  2.72it/s]\nEpoch 0: |          | 12241/? [1:14:54<00:00,  2.72it/s]\nEpoch 0: |          | 12241/? [1:14:54<00:00,  2.72it/s]\nEpoch 0: |          | 12242/? [1:14:54<00:00,  2.72it/s]\nEpoch 0: |          | 12242/? [1:14:54<00:00,  2.72it/s]\nEpoch 0: |          | 12243/? [1:14:55<00:00,  2.72it/s]\nEpoch 0: |          | 12243/? [1:14:55<00:00,  2.72it/s]\nEpoch 0: |          | 12244/? [1:14:55<00:00,  2.72it/s]\nEpoch 0: |          | 12244/? [1:14:55<00:00,  2.72it/s]\nEpoch 0: |          | 12245/? [1:14:55<00:00,  2.72it/s]\nEpoch 0: |          | 12245/? [1:14:55<00:00,  2.72it/s]\nEpoch 0: |          | 12246/? [1:14:56<00:00,  2.72it/s]\nEpoch 0: |          | 12246/? [1:14:56<00:00,  2.72it/s]\nEpoch 0: |          | 12247/? [1:14:56<00:00,  2.72it/s]\nEpoch 0: |          | 12247/? [1:14:56<00:00,  2.72it/s]\nEpoch 0: |          | 12248/? [1:14:56<00:00,  2.72it/s]\nEpoch 0: |          | 12248/? [1:14:56<00:00,  2.72it/s]\nEpoch 0: |          | 12249/? [1:14:56<00:00,  2.72it/s]\nEpoch 0: |          | 12249/? [1:14:56<00:00,  2.72it/s]\nEpoch 0: |          | 12250/? [1:14:57<00:00,  2.72it/s]\nEpoch 0: |          | 12250/? [1:14:57<00:00,  2.72it/s]\nEpoch 0: |          | 12251/? [1:14:57<00:00,  2.72it/s]\nEpoch 0: |          | 12251/? [1:14:57<00:00,  2.72it/s]\nEpoch 0: |          | 12252/? [1:14:57<00:00,  2.72it/s]\nEpoch 0: |          | 12252/? [1:14:57<00:00,  2.72it/s]\nEpoch 0: |          | 12253/? [1:14:58<00:00,  2.72it/s]\nEpoch 0: |          | 12253/? [1:14:58<00:00,  2.72it/s]\nEpoch 0: |          | 12254/? [1:14:58<00:00,  2.72it/s]\nEpoch 0: |          | 12254/? [1:14:58<00:00,  2.72it/s]\nEpoch 0: |          | 12255/? [1:14:58<00:00,  2.72it/s]\nEpoch 0: |          | 12255/? [1:14:58<00:00,  2.72it/s]\nEpoch 0: |          | 12256/? [1:14:59<00:00,  2.72it/s]\nEpoch 0: |          | 12256/? [1:14:59<00:00,  2.72it/s]\nEpoch 0: |          | 12257/? [1:14:59<00:00,  2.72it/s]\nEpoch 0: |          | 12257/? [1:14:59<00:00,  2.72it/s]\nEpoch 0: |          | 12258/? [1:14:59<00:00,  2.72it/s]\nEpoch 0: |          | 12258/? [1:14:59<00:00,  2.72it/s]\nEpoch 0: |          | 12259/? [1:14:59<00:00,  2.72it/s]\nEpoch 0: |          | 12259/? [1:14:59<00:00,  2.72it/s]\nEpoch 0: |          | 12260/? [1:15:00<00:00,  2.72it/s]\nEpoch 0: |          | 12260/? [1:15:00<00:00,  2.72it/s]\nEpoch 0: |          | 12261/? [1:15:00<00:00,  2.72it/s]\nEpoch 0: |          | 12261/? [1:15:00<00:00,  2.72it/s]\nEpoch 0: |          | 12262/? [1:15:00<00:00,  2.72it/s]\nEpoch 0: |          | 12262/? [1:15:00<00:00,  2.72it/s]\nEpoch 0: |          | 12263/? [1:15:01<00:00,  2.72it/s]\nEpoch 0: |          | 12263/? [1:15:01<00:00,  2.72it/s]\nEpoch 0: |          | 12264/? [1:15:01<00:00,  2.72it/s]\nEpoch 0: |          | 12264/? [1:15:01<00:00,  2.72it/s]\nEpoch 0: |          | 12265/? [1:15:01<00:00,  2.72it/s]\nEpoch 0: |          | 12265/? [1:15:01<00:00,  2.72it/s]\nEpoch 0: |          | 12266/? [1:15:02<00:00,  2.72it/s]\nEpoch 0: |          | 12266/? [1:15:02<00:00,  2.72it/s]\nEpoch 0: |          | 12267/? [1:15:02<00:00,  2.72it/s]\nEpoch 0: |          | 12267/? [1:15:02<00:00,  2.72it/s]\nEpoch 0: |          | 12268/? [1:15:02<00:00,  2.72it/s]\nEpoch 0: |          | 12268/? [1:15:02<00:00,  2.72it/s]\nEpoch 0: |          | 12269/? [1:15:02<00:00,  2.72it/s]\nEpoch 0: |          | 12269/? [1:15:02<00:00,  2.72it/s]\nEpoch 0: |          | 12270/? [1:15:03<00:00,  2.72it/s]\nEpoch 0: |          | 12270/? [1:15:03<00:00,  2.72it/s]\nEpoch 0: |          | 12271/? [1:15:03<00:00,  2.72it/s]\nEpoch 0: |          | 12271/? [1:15:03<00:00,  2.72it/s]\nEpoch 0: |          | 12272/? [1:15:03<00:00,  2.72it/s]\nEpoch 0: |          | 12272/? [1:15:03<00:00,  2.72it/s]\nEpoch 0: |          | 12273/? [1:15:04<00:00,  2.72it/s]\nEpoch 0: |          | 12273/? [1:15:04<00:00,  2.72it/s]\nEpoch 0: |          | 12274/? [1:15:04<00:00,  2.72it/s]\nEpoch 0: |          | 12274/? [1:15:04<00:00,  2.72it/s]\nEpoch 0: |          | 12275/? [1:15:04<00:00,  2.72it/s]\nEpoch 0: |          | 12275/? [1:15:04<00:00,  2.72it/s]\nEpoch 0: |          | 12276/? [1:15:05<00:00,  2.72it/s]\nEpoch 0: |          | 12276/? [1:15:05<00:00,  2.72it/s]\nEpoch 0: |          | 12277/? [1:15:05<00:00,  2.72it/s]\nEpoch 0: |          | 12277/? [1:15:05<00:00,  2.72it/s]\nEpoch 0: |          | 12278/? [1:15:05<00:00,  2.72it/s]\nEpoch 0: |          | 12278/? [1:15:05<00:00,  2.72it/s]\nEpoch 0: |          | 12279/? [1:15:06<00:00,  2.73it/s]\nEpoch 0: |          | 12279/? [1:15:06<00:00,  2.73it/s]\nEpoch 0: |          | 12280/? [1:15:06<00:00,  2.73it/s]\nEpoch 0: |          | 12280/? [1:15:06<00:00,  2.73it/s]\nEpoch 0: |          | 12281/? [1:15:06<00:00,  2.73it/s]\nEpoch 0: |          | 12281/? [1:15:06<00:00,  2.73it/s]\nEpoch 0: |          | 12282/? [1:15:06<00:00,  2.73it/s]\nEpoch 0: |          | 12282/? [1:15:06<00:00,  2.73it/s]\nEpoch 0: |          | 12283/? [1:15:07<00:00,  2.73it/s]\nEpoch 0: |          | 12283/? [1:15:07<00:00,  2.73it/s]\nEpoch 0: |          | 12284/? [1:15:07<00:00,  2.73it/s]\nEpoch 0: |          | 12284/? [1:15:07<00:00,  2.73it/s]\nEpoch 0: |          | 12285/? [1:15:07<00:00,  2.73it/s]\nEpoch 0: |          | 12285/? [1:15:07<00:00,  2.73it/s]\nEpoch 0: |          | 12286/? [1:15:08<00:00,  2.73it/s]\nEpoch 0: |          | 12286/? [1:15:08<00:00,  2.73it/s]\nEpoch 0: |          | 12287/? [1:15:08<00:00,  2.73it/s]\nEpoch 0: |          | 12287/? [1:15:08<00:00,  2.73it/s]\nEpoch 0: |          | 12288/? [1:15:08<00:00,  2.73it/s]\nEpoch 0: |          | 12288/? [1:15:08<00:00,  2.73it/s]\nEpoch 0: |          | 12289/? [1:15:09<00:00,  2.73it/s]\nEpoch 0: |          | 12289/? [1:15:09<00:00,  2.73it/s]\nEpoch 0: |          | 12290/? [1:15:09<00:00,  2.73it/s]\nEpoch 0: |          | 12290/? [1:15:09<00:00,  2.73it/s]\nEpoch 0: |          | 12291/? [1:15:09<00:00,  2.73it/s]\nEpoch 0: |          | 12291/? [1:15:09<00:00,  2.73it/s]\nEpoch 0: |          | 12292/? [1:15:09<00:00,  2.73it/s]\nEpoch 0: |          | 12292/? [1:15:09<00:00,  2.73it/s]\nEpoch 0: |          | 12293/? [1:15:10<00:00,  2.73it/s]\nEpoch 0: |          | 12293/? [1:15:10<00:00,  2.73it/s]\nEpoch 0: |          | 12294/? [1:15:10<00:00,  2.73it/s]\nEpoch 0: |          | 12294/? [1:15:10<00:00,  2.73it/s]\nEpoch 0: |          | 12295/? [1:15:10<00:00,  2.73it/s]\nEpoch 0: |          | 12295/? [1:15:10<00:00,  2.73it/s]\nEpoch 0: |          | 12296/? [1:15:11<00:00,  2.73it/s]\nEpoch 0: |          | 12296/? [1:15:11<00:00,  2.73it/s]\nEpoch 0: |          | 12297/? [1:15:11<00:00,  2.73it/s]\nEpoch 0: |          | 12297/? [1:15:11<00:00,  2.73it/s]\nEpoch 0: |          | 12298/? [1:15:11<00:00,  2.73it/s]\nEpoch 0: |          | 12298/? [1:15:11<00:00,  2.73it/s]\nEpoch 0: |          | 12299/? [1:15:12<00:00,  2.73it/s]\nEpoch 0: |          | 12299/? [1:15:12<00:00,  2.73it/s]\nEpoch 0: |          | 12300/? [1:15:12<00:00,  2.73it/s]\nEpoch 0: |          | 12300/? [1:15:12<00:00,  2.73it/s]\nEpoch 0: |          | 12301/? [1:15:12<00:00,  2.73it/s]\nEpoch 0: |          | 12301/? [1:15:12<00:00,  2.73it/s]\nEpoch 0: |          | 12302/? [1:15:13<00:00,  2.73it/s]\nEpoch 0: |          | 12302/? [1:15:13<00:00,  2.73it/s]\nEpoch 0: |          | 12303/? [1:15:13<00:00,  2.73it/s]\nEpoch 0: |          | 12303/? [1:15:13<00:00,  2.73it/s]\nEpoch 0: |          | 12304/? [1:15:13<00:00,  2.73it/s]\nEpoch 0: |          | 12304/? [1:15:13<00:00,  2.73it/s]\nEpoch 0: |          | 12305/? [1:15:13<00:00,  2.73it/s]\nEpoch 0: |          | 12305/? [1:15:13<00:00,  2.73it/s]\nEpoch 0: |          | 12306/? [1:15:14<00:00,  2.73it/s]\nEpoch 0: |          | 12306/? [1:15:14<00:00,  2.73it/s]\nEpoch 0: |          | 12307/? [1:15:14<00:00,  2.73it/s]\nEpoch 0: |          | 12307/? [1:15:14<00:00,  2.73it/s]\nEpoch 0: |          | 12308/? [1:15:14<00:00,  2.73it/s]\nEpoch 0: |          | 12308/? [1:15:14<00:00,  2.73it/s]\nEpoch 0: |          | 12309/? [1:15:15<00:00,  2.73it/s]\nEpoch 0: |          | 12309/? [1:15:15<00:00,  2.73it/s]\nEpoch 0: |          | 12310/? [1:15:15<00:00,  2.73it/s]\nEpoch 0: |          | 12310/? [1:15:15<00:00,  2.73it/s]\nEpoch 0: |          | 12311/? [1:15:15<00:00,  2.73it/s]\nEpoch 0: |          | 12311/? [1:15:15<00:00,  2.73it/s]\nEpoch 0: |          | 12312/? [1:15:16<00:00,  2.73it/s]\nEpoch 0: |          | 12312/? [1:15:16<00:00,  2.73it/s]\nEpoch 0: |          | 12313/? [1:15:16<00:00,  2.73it/s]\nEpoch 0: |          | 12313/? [1:15:16<00:00,  2.73it/s]\nEpoch 0: |          | 12314/? [1:15:16<00:00,  2.73it/s]\nEpoch 0: |          | 12314/? [1:15:16<00:00,  2.73it/s]\nEpoch 0: |          | 12315/? [1:15:17<00:00,  2.73it/s]\nEpoch 0: |          | 12315/? [1:15:17<00:00,  2.73it/s]\nEpoch 0: |          | 12316/? [1:15:17<00:00,  2.73it/s]\nEpoch 0: |          | 12316/? [1:15:17<00:00,  2.73it/s]\nEpoch 0: |          | 12317/? [1:15:17<00:00,  2.73it/s]\nEpoch 0: |          | 12317/? [1:15:17<00:00,  2.73it/s]\nEpoch 0: |          | 12318/? [1:15:17<00:00,  2.73it/s]\nEpoch 0: |          | 12318/? [1:15:17<00:00,  2.73it/s]\nEpoch 0: |          | 12319/? [1:15:18<00:00,  2.73it/s]\nEpoch 0: |          | 12319/? [1:15:18<00:00,  2.73it/s]\nEpoch 0: |          | 12320/? [1:15:18<00:00,  2.73it/s]\nEpoch 0: |          | 12320/? [1:15:18<00:00,  2.73it/s]\nEpoch 0: |          | 12321/? [1:15:18<00:00,  2.73it/s]\nEpoch 0: |          | 12321/? [1:15:18<00:00,  2.73it/s]\nEpoch 0: |          | 12322/? [1:15:19<00:00,  2.73it/s]\nEpoch 0: |          | 12322/? [1:15:19<00:00,  2.73it/s]\nEpoch 0: |          | 12323/? [1:15:19<00:00,  2.73it/s]\nEpoch 0: |          | 12323/? [1:15:19<00:00,  2.73it/s]\nEpoch 0: |          | 12324/? [1:15:19<00:00,  2.73it/s]\nEpoch 0: |          | 12324/? [1:15:19<00:00,  2.73it/s]\nEpoch 0: |          | 12325/? [1:15:20<00:00,  2.73it/s]\nEpoch 0: |          | 12325/? [1:15:20<00:00,  2.73it/s]\nEpoch 0: |          | 12326/? [1:15:20<00:00,  2.73it/s]\nEpoch 0: |          | 12326/? [1:15:20<00:00,  2.73it/s]\nEpoch 0: |          | 12327/? [1:15:20<00:00,  2.73it/s]\nEpoch 0: |          | 12327/? [1:15:20<00:00,  2.73it/s]\nEpoch 0: |          | 12328/? [1:15:20<00:00,  2.73it/s]\nEpoch 0: |          | 12328/? [1:15:20<00:00,  2.73it/s]\nEpoch 0: |          | 12329/? [1:15:21<00:00,  2.73it/s]\nEpoch 0: |          | 12329/? [1:15:21<00:00,  2.73it/s]\nEpoch 0: |          | 12330/? [1:15:21<00:00,  2.73it/s]\nEpoch 0: |          | 12330/? [1:15:21<00:00,  2.73it/s]\nEpoch 0: |          | 12331/? [1:15:21<00:00,  2.73it/s]\nEpoch 0: |          | 12331/? [1:15:21<00:00,  2.73it/s]\nEpoch 0: |          | 12332/? [1:15:22<00:00,  2.73it/s]\nEpoch 0: |          | 12332/? [1:15:22<00:00,  2.73it/s]\nEpoch 0: |          | 12333/? [1:15:22<00:00,  2.73it/s]\nEpoch 0: |          | 12333/? [1:15:22<00:00,  2.73it/s]\nEpoch 0: |          | 12334/? [1:15:22<00:00,  2.73it/s]\nEpoch 0: |          | 12334/? [1:15:22<00:00,  2.73it/s]\nEpoch 0: |          | 12335/? [1:15:23<00:00,  2.73it/s]\nEpoch 0: |          | 12335/? [1:15:23<00:00,  2.73it/s]\nEpoch 0: |          | 12336/? [1:15:23<00:00,  2.73it/s]\nEpoch 0: |          | 12336/? [1:15:23<00:00,  2.73it/s]\nEpoch 0: |          | 12337/? [1:15:23<00:00,  2.73it/s]\nEpoch 0: |          | 12337/? [1:15:23<00:00,  2.73it/s]\nEpoch 0: |          | 12338/? [1:15:24<00:00,  2.73it/s]\nEpoch 0: |          | 12338/? [1:15:24<00:00,  2.73it/s]\nEpoch 0: |          | 12339/? [1:15:24<00:00,  2.73it/s]\nEpoch 0: |          | 12339/? [1:15:24<00:00,  2.73it/s]\nEpoch 0: |          | 12340/? [1:15:24<00:00,  2.73it/s]\nEpoch 0: |          | 12340/? [1:15:24<00:00,  2.73it/s]\nEpoch 0: |          | 12341/? [1:15:24<00:00,  2.73it/s]\nEpoch 0: |          | 12341/? [1:15:24<00:00,  2.73it/s]\nEpoch 0: |          | 12342/? [1:15:25<00:00,  2.73it/s]\nEpoch 0: |          | 12342/? [1:15:25<00:00,  2.73it/s]\nEpoch 0: |          | 12343/? [1:15:25<00:00,  2.73it/s]\nEpoch 0: |          | 12343/? [1:15:25<00:00,  2.73it/s]\nEpoch 0: |          | 12344/? [1:15:25<00:00,  2.73it/s]\nEpoch 0: |          | 12344/? [1:15:25<00:00,  2.73it/s]\nEpoch 0: |          | 12345/? [1:15:26<00:00,  2.73it/s]\nEpoch 0: |          | 12345/? [1:15:26<00:00,  2.73it/s]\nEpoch 0: |          | 12346/? [1:15:26<00:00,  2.73it/s]\nEpoch 0: |          | 12346/? [1:15:26<00:00,  2.73it/s]\nEpoch 0: |          | 12347/? [1:15:26<00:00,  2.73it/s]\nEpoch 0: |          | 12347/? [1:15:26<00:00,  2.73it/s]\nEpoch 0: |          | 12348/? [1:15:27<00:00,  2.73it/s]\nEpoch 0: |          | 12348/? [1:15:27<00:00,  2.73it/s]\nEpoch 0: |          | 12349/? [1:15:27<00:00,  2.73it/s]\nEpoch 0: |          | 12349/? [1:15:27<00:00,  2.73it/s]\nEpoch 0: |          | 12350/? [1:15:27<00:00,  2.73it/s]\nEpoch 0: |          | 12350/? [1:15:27<00:00,  2.73it/s]\nEpoch 0: |          | 12351/? [1:15:27<00:00,  2.73it/s]\nEpoch 0: |          | 12351/? [1:15:27<00:00,  2.73it/s]\nEpoch 0: |          | 12352/? [1:15:28<00:00,  2.73it/s]\nEpoch 0: |          | 12352/? [1:15:28<00:00,  2.73it/s]\nEpoch 0: |          | 12353/? [1:15:28<00:00,  2.73it/s]\nEpoch 0: |          | 12353/? [1:15:28<00:00,  2.73it/s]\nEpoch 0: |          | 12354/? [1:15:28<00:00,  2.73it/s]\nEpoch 0: |          | 12354/? [1:15:28<00:00,  2.73it/s]\nEpoch 0: |          | 12355/? [1:15:29<00:00,  2.73it/s]\nEpoch 0: |          | 12355/? [1:15:29<00:00,  2.73it/s]\nEpoch 0: |          | 12356/? [1:15:29<00:00,  2.73it/s]\nEpoch 0: |          | 12356/? [1:15:29<00:00,  2.73it/s]\nEpoch 0: |          | 12357/? [1:15:29<00:00,  2.73it/s]\nEpoch 0: |          | 12357/? [1:15:29<00:00,  2.73it/s]\nEpoch 0: |          | 12358/? [1:15:30<00:00,  2.73it/s]\nEpoch 0: |          | 12358/? [1:15:30<00:00,  2.73it/s]\nEpoch 0: |          | 12359/? [1:15:30<00:00,  2.73it/s]\nEpoch 0: |          | 12359/? [1:15:30<00:00,  2.73it/s]\nEpoch 0: |          | 12360/? [1:15:30<00:00,  2.73it/s]\nEpoch 0: |          | 12360/? [1:15:30<00:00,  2.73it/s]\nEpoch 0: |          | 12361/? [1:15:30<00:00,  2.73it/s]\nEpoch 0: |          | 12361/? [1:15:30<00:00,  2.73it/s]\nEpoch 0: |          | 12362/? [1:15:31<00:00,  2.73it/s]\nEpoch 0: |          | 12362/? [1:15:31<00:00,  2.73it/s]\nEpoch 0: |          | 12363/? [1:15:31<00:00,  2.73it/s]\nEpoch 0: |          | 12363/? [1:15:31<00:00,  2.73it/s]\nEpoch 0: |          | 12364/? [1:15:31<00:00,  2.73it/s]\nEpoch 0: |          | 12364/? [1:15:31<00:00,  2.73it/s]\nEpoch 0: |          | 12365/? [1:15:32<00:00,  2.73it/s]\nEpoch 0: |          | 12365/? [1:15:32<00:00,  2.73it/s]\nEpoch 0: |          | 12366/? [1:15:32<00:00,  2.73it/s]\nEpoch 0: |          | 12366/? [1:15:32<00:00,  2.73it/s]\nEpoch 0: |          | 12367/? [1:15:32<00:00,  2.73it/s]\nEpoch 0: |          | 12367/? [1:15:32<00:00,  2.73it/s]\nEpoch 0: |          | 12368/? [1:15:33<00:00,  2.73it/s]\nEpoch 0: |          | 12368/? [1:15:33<00:00,  2.73it/s]\nEpoch 0: |          | 12369/? [1:15:33<00:00,  2.73it/s]\nEpoch 0: |          | 12369/? [1:15:33<00:00,  2.73it/s]\nEpoch 0: |          | 12370/? [1:15:33<00:00,  2.73it/s]\nEpoch 0: |          | 12370/? [1:15:33<00:00,  2.73it/s]\nEpoch 0: |          | 12371/? [1:15:34<00:00,  2.73it/s]\nEpoch 0: |          | 12371/? [1:15:34<00:00,  2.73it/s]\nEpoch 0: |          | 12372/? [1:15:34<00:00,  2.73it/s]\nEpoch 0: |          | 12372/? [1:15:34<00:00,  2.73it/s]\nEpoch 0: |          | 12373/? [1:15:34<00:00,  2.73it/s]\nEpoch 0: |          | 12373/? [1:15:34<00:00,  2.73it/s]\nEpoch 0: |          | 12374/? [1:15:34<00:00,  2.73it/s]\nEpoch 0: |          | 12374/? [1:15:34<00:00,  2.73it/s]\nEpoch 0: |          | 12375/? [1:15:35<00:00,  2.73it/s]\nEpoch 0: |          | 12375/? [1:15:35<00:00,  2.73it/s]\nEpoch 0: |          | 12376/? [1:15:35<00:00,  2.73it/s]\nEpoch 0: |          | 12376/? [1:15:35<00:00,  2.73it/s]\nEpoch 0: |          | 12377/? [1:15:35<00:00,  2.73it/s]\nEpoch 0: |          | 12377/? [1:15:35<00:00,  2.73it/s]\nEpoch 0: |          | 12378/? [1:15:36<00:00,  2.73it/s]\nEpoch 0: |          | 12378/? [1:15:36<00:00,  2.73it/s]\nEpoch 0: |          | 12379/? [1:15:36<00:00,  2.73it/s]\nEpoch 0: |          | 12379/? [1:15:36<00:00,  2.73it/s]\nEpoch 0: |          | 12380/? [1:15:36<00:00,  2.73it/s]\nEpoch 0: |          | 12380/? [1:15:36<00:00,  2.73it/s]\nEpoch 0: |          | 12381/? [1:15:37<00:00,  2.73it/s]\nEpoch 0: |          | 12381/? [1:15:37<00:00,  2.73it/s]\nEpoch 0: |          | 12382/? [1:15:37<00:00,  2.73it/s]\nEpoch 0: |          | 12382/? [1:15:37<00:00,  2.73it/s]\nEpoch 0: |          | 12383/? [1:15:37<00:00,  2.73it/s]\nEpoch 0: |          | 12383/? [1:15:37<00:00,  2.73it/s]\nEpoch 0: |          | 12384/? [1:15:38<00:00,  2.73it/s]\nEpoch 0: |          | 12384/? [1:15:38<00:00,  2.73it/s]\nEpoch 0: |          | 12385/? [1:15:38<00:00,  2.73it/s]\nEpoch 0: |          | 12385/? [1:15:38<00:00,  2.73it/s]\nEpoch 0: |          | 12386/? [1:15:38<00:00,  2.73it/s]\nEpoch 0: |          | 12386/? [1:15:38<00:00,  2.73it/s]\nEpoch 0: |          | 12387/? [1:15:38<00:00,  2.73it/s]\nEpoch 0: |          | 12387/? [1:15:38<00:00,  2.73it/s]\nEpoch 0: |          | 12388/? [1:15:39<00:00,  2.73it/s]\nEpoch 0: |          | 12388/? [1:15:39<00:00,  2.73it/s]\nEpoch 0: |          | 12389/? [1:15:39<00:00,  2.73it/s]\nEpoch 0: |          | 12389/? [1:15:39<00:00,  2.73it/s]\nEpoch 0: |          | 12390/? [1:15:39<00:00,  2.73it/s]\nEpoch 0: |          | 12390/? [1:15:39<00:00,  2.73it/s]\nEpoch 0: |          | 12391/? [1:15:40<00:00,  2.73it/s]\nEpoch 0: |          | 12391/? [1:15:40<00:00,  2.73it/s]\nEpoch 0: |          | 12392/? [1:15:40<00:00,  2.73it/s]\nEpoch 0: |          | 12392/? [1:15:40<00:00,  2.73it/s]\nEpoch 0: |          | 12393/? [1:15:40<00:00,  2.73it/s]\nEpoch 0: |          | 12393/? [1:15:40<00:00,  2.73it/s]\nEpoch 0: |          | 12394/? [1:15:41<00:00,  2.73it/s]\nEpoch 0: |          | 12394/? [1:15:41<00:00,  2.73it/s]\nEpoch 0: |          | 12395/? [1:15:41<00:00,  2.73it/s]\nEpoch 0: |          | 12395/? [1:15:41<00:00,  2.73it/s]\nEpoch 0: |          | 12396/? [1:15:41<00:00,  2.73it/s]\nEpoch 0: |          | 12396/? [1:15:41<00:00,  2.73it/s]\nEpoch 0: |          | 12397/? [1:15:41<00:00,  2.73it/s]\nEpoch 0: |          | 12397/? [1:15:41<00:00,  2.73it/s]\nEpoch 0: |          | 12398/? [1:15:42<00:00,  2.73it/s]\nEpoch 0: |          | 12398/? [1:15:42<00:00,  2.73it/s]\nEpoch 0: |          | 12399/? [1:15:42<00:00,  2.73it/s]\nEpoch 0: |          | 12399/? [1:15:42<00:00,  2.73it/s]\nEpoch 0: |          | 12400/? [1:15:42<00:00,  2.73it/s]\nEpoch 0: |          | 12400/? [1:15:42<00:00,  2.73it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.04it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.30it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.36it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 11.67it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 12400/? [1:15:43<00:00,  2.73it/s]\nEpoch 0: |          | 12401/? [1:15:43<00:00,  2.73it/s]\nEpoch 0: |          | 12401/? [1:15:43<00:00,  2.73it/s]\nEpoch 0: |          | 12402/? [1:15:43<00:00,  2.73it/s]\nEpoch 0: |          | 12402/? [1:15:43<00:00,  2.73it/s]\nEpoch 0: |          | 12403/? [1:15:44<00:00,  2.73it/s]\nEpoch 0: |          | 12403/? [1:15:44<00:00,  2.73it/s]\nEpoch 0: |          | 12404/? [1:15:44<00:00,  2.73it/s]\nEpoch 0: |          | 12404/? [1:15:44<00:00,  2.73it/s]\nEpoch 0: |          | 12405/? [1:15:44<00:00,  2.73it/s]\nEpoch 0: |          | 12405/? [1:15:44<00:00,  2.73it/s]\nEpoch 0: |          | 12406/? [1:15:45<00:00,  2.73it/s]\nEpoch 0: |          | 12406/? [1:15:45<00:00,  2.73it/s]\nEpoch 0: |          | 12407/? [1:15:45<00:00,  2.73it/s]\nEpoch 0: |          | 12407/? [1:15:45<00:00,  2.73it/s]\nEpoch 0: |          | 12408/? [1:15:45<00:00,  2.73it/s]\nEpoch 0: |          | 12408/? [1:15:45<00:00,  2.73it/s]\nEpoch 0: |          | 12409/? [1:15:46<00:00,  2.73it/s]\nEpoch 0: |          | 12409/? [1:15:46<00:00,  2.73it/s]\nEpoch 0: |          | 12410/? [1:15:46<00:00,  2.73it/s]\nEpoch 0: |          | 12410/? [1:15:46<00:00,  2.73it/s]\nEpoch 0: |          | 12411/? [1:15:46<00:00,  2.73it/s]\nEpoch 0: |          | 12411/? [1:15:46<00:00,  2.73it/s]\nEpoch 0: |          | 12412/? [1:15:47<00:00,  2.73it/s]\nEpoch 0: |          | 12412/? [1:15:47<00:00,  2.73it/s]\nEpoch 0: |          | 12413/? [1:15:47<00:00,  2.73it/s]\nEpoch 0: |          | 12413/? [1:15:47<00:00,  2.73it/s]\nEpoch 0: |          | 12414/? [1:15:47<00:00,  2.73it/s]\nEpoch 0: |          | 12414/? [1:15:47<00:00,  2.73it/s]\nEpoch 0: |          | 12415/? [1:15:47<00:00,  2.73it/s]\nEpoch 0: |          | 12415/? [1:15:47<00:00,  2.73it/s]\nEpoch 0: |          | 12416/? [1:15:48<00:00,  2.73it/s]\nEpoch 0: |          | 12416/? [1:15:48<00:00,  2.73it/s]\nEpoch 0: |          | 12417/? [1:15:48<00:00,  2.73it/s]\nEpoch 0: |          | 12417/? [1:15:48<00:00,  2.73it/s]\nEpoch 0: |          | 12418/? [1:15:48<00:00,  2.73it/s]\nEpoch 0: |          | 12418/? [1:15:48<00:00,  2.73it/s]\nEpoch 0: |          | 12419/? [1:15:49<00:00,  2.73it/s]\nEpoch 0: |          | 12419/? [1:15:49<00:00,  2.73it/s]\nEpoch 0: |          | 12420/? [1:15:49<00:00,  2.73it/s]\nEpoch 0: |          | 12420/? [1:15:49<00:00,  2.73it/s]\nEpoch 0: |          | 12421/? [1:15:49<00:00,  2.73it/s]\nEpoch 0: |          | 12421/? [1:15:49<00:00,  2.73it/s]\nEpoch 0: |          | 12422/? [1:15:50<00:00,  2.73it/s]\nEpoch 0: |          | 12422/? [1:15:50<00:00,  2.73it/s]\nEpoch 0: |          | 12423/? [1:15:50<00:00,  2.73it/s]\nEpoch 0: |          | 12423/? [1:15:50<00:00,  2.73it/s]\nEpoch 0: |          | 12424/? [1:15:50<00:00,  2.73it/s]\nEpoch 0: |          | 12424/? [1:15:50<00:00,  2.73it/s]\nEpoch 0: |          | 12425/? [1:15:51<00:00,  2.73it/s]\nEpoch 0: |          | 12425/? [1:15:51<00:00,  2.73it/s]\nEpoch 0: |          | 12426/? [1:15:51<00:00,  2.73it/s]\nEpoch 0: |          | 12426/? [1:15:51<00:00,  2.73it/s]\nEpoch 0: |          | 12427/? [1:15:51<00:00,  2.73it/s]\nEpoch 0: |          | 12427/? [1:15:51<00:00,  2.73it/s]\nEpoch 0: |          | 12428/? [1:15:52<00:00,  2.73it/s]\nEpoch 0: |          | 12428/? [1:15:52<00:00,  2.73it/s]\nEpoch 0: |          | 12429/? [1:15:52<00:00,  2.73it/s]\nEpoch 0: |          | 12429/? [1:15:52<00:00,  2.73it/s]\nEpoch 0: |          | 12430/? [1:15:52<00:00,  2.73it/s]\nEpoch 0: |          | 12430/? [1:15:52<00:00,  2.73it/s]\nEpoch 0: |          | 12431/? [1:15:52<00:00,  2.73it/s]\nEpoch 0: |          | 12431/? [1:15:52<00:00,  2.73it/s]\nEpoch 0: |          | 12432/? [1:15:53<00:00,  2.73it/s]\nEpoch 0: |          | 12432/? [1:15:53<00:00,  2.73it/s]\nEpoch 0: |          | 12433/? [1:15:53<00:00,  2.73it/s]\nEpoch 0: |          | 12433/? [1:15:53<00:00,  2.73it/s]\nEpoch 0: |          | 12434/? [1:15:53<00:00,  2.73it/s]\nEpoch 0: |          | 12434/? [1:15:53<00:00,  2.73it/s]\nEpoch 0: |          | 12435/? [1:15:54<00:00,  2.73it/s]\nEpoch 0: |          | 12435/? [1:15:54<00:00,  2.73it/s]\nEpoch 0: |          | 12436/? [1:15:54<00:00,  2.73it/s]\nEpoch 0: |          | 12436/? [1:15:54<00:00,  2.73it/s]\nEpoch 0: |          | 12437/? [1:15:54<00:00,  2.73it/s]\nEpoch 0: |          | 12437/? [1:15:54<00:00,  2.73it/s]\nEpoch 0: |          | 12438/? [1:15:55<00:00,  2.73it/s]\nEpoch 0: |          | 12438/? [1:15:55<00:00,  2.73it/s]\nEpoch 0: |          | 12439/? [1:15:55<00:00,  2.73it/s]\nEpoch 0: |          | 12439/? [1:15:55<00:00,  2.73it/s]\nEpoch 0: |          | 12440/? [1:15:55<00:00,  2.73it/s]\nEpoch 0: |          | 12440/? [1:15:55<00:00,  2.73it/s]\nEpoch 0: |          | 12441/? [1:15:55<00:00,  2.73it/s]\nEpoch 0: |          | 12441/? [1:15:55<00:00,  2.73it/s]\nEpoch 0: |          | 12442/? [1:15:56<00:00,  2.73it/s]\nEpoch 0: |          | 12442/? [1:15:56<00:00,  2.73it/s]\nEpoch 0: |          | 12443/? [1:15:56<00:00,  2.73it/s]\nEpoch 0: |          | 12443/? [1:15:56<00:00,  2.73it/s]\nEpoch 0: |          | 12444/? [1:15:56<00:00,  2.73it/s]\nEpoch 0: |          | 12444/? [1:15:56<00:00,  2.73it/s]\nEpoch 0: |          | 12445/? [1:15:57<00:00,  2.73it/s]\nEpoch 0: |          | 12445/? [1:15:57<00:00,  2.73it/s]\nEpoch 0: |          | 12446/? [1:15:57<00:00,  2.73it/s]\nEpoch 0: |          | 12446/? [1:15:57<00:00,  2.73it/s]\nEpoch 0: |          | 12447/? [1:15:57<00:00,  2.73it/s]\nEpoch 0: |          | 12447/? [1:15:57<00:00,  2.73it/s]\nEpoch 0: |          | 12448/? [1:15:58<00:00,  2.73it/s]\nEpoch 0: |          | 12448/? [1:15:58<00:00,  2.73it/s]\nEpoch 0: |          | 12449/? [1:15:58<00:00,  2.73it/s]\nEpoch 0: |          | 12449/? [1:15:58<00:00,  2.73it/s]\nEpoch 0: |          | 12450/? [1:15:58<00:00,  2.73it/s]\nEpoch 0: |          | 12450/? [1:15:58<00:00,  2.73it/s]\nEpoch 0: |          | 12451/? [1:15:58<00:00,  2.73it/s]\nEpoch 0: |          | 12451/? [1:15:58<00:00,  2.73it/s]\nEpoch 0: |          | 12452/? [1:15:59<00:00,  2.73it/s]\nEpoch 0: |          | 12452/? [1:15:59<00:00,  2.73it/s]\nEpoch 0: |          | 12453/? [1:15:59<00:00,  2.73it/s]\nEpoch 0: |          | 12453/? [1:15:59<00:00,  2.73it/s]\nEpoch 0: |          | 12454/? [1:15:59<00:00,  2.73it/s]\nEpoch 0: |          | 12454/? [1:15:59<00:00,  2.73it/s]\nEpoch 0: |          | 12455/? [1:16:00<00:00,  2.73it/s]\nEpoch 0: |          | 12455/? [1:16:00<00:00,  2.73it/s]\nEpoch 0: |          | 12456/? [1:16:00<00:00,  2.73it/s]\nEpoch 0: |          | 12456/? [1:16:00<00:00,  2.73it/s]\nEpoch 0: |          | 12457/? [1:16:00<00:00,  2.73it/s]\nEpoch 0: |          | 12457/? [1:16:00<00:00,  2.73it/s]\nEpoch 0: |          | 12458/? [1:16:01<00:00,  2.73it/s]\nEpoch 0: |          | 12458/? [1:16:01<00:00,  2.73it/s]\nEpoch 0: |          | 12459/? [1:16:01<00:00,  2.73it/s]\nEpoch 0: |          | 12459/? [1:16:01<00:00,  2.73it/s]\nEpoch 0: |          | 12460/? [1:16:01<00:00,  2.73it/s]\nEpoch 0: |          | 12460/? [1:16:01<00:00,  2.73it/s]\nEpoch 0: |          | 12461/? [1:16:02<00:00,  2.73it/s]\nEpoch 0: |          | 12461/? [1:16:02<00:00,  2.73it/s]\nEpoch 0: |          | 12462/? [1:16:02<00:00,  2.73it/s]\nEpoch 0: |          | 12462/? [1:16:02<00:00,  2.73it/s]\nEpoch 0: |          | 12463/? [1:16:02<00:00,  2.73it/s]\nEpoch 0: |          | 12463/? [1:16:02<00:00,  2.73it/s]\nEpoch 0: |          | 12464/? [1:16:03<00:00,  2.73it/s]\nEpoch 0: |          | 12464/? [1:16:03<00:00,  2.73it/s]\nEpoch 0: |          | 12465/? [1:16:03<00:00,  2.73it/s]\nEpoch 0: |          | 12465/? [1:16:03<00:00,  2.73it/s]\nEpoch 0: |          | 12466/? [1:16:03<00:00,  2.73it/s]\nEpoch 0: |          | 12466/? [1:16:03<00:00,  2.73it/s]\nEpoch 0: |          | 12467/? [1:16:03<00:00,  2.73it/s]\nEpoch 0: |          | 12467/? [1:16:03<00:00,  2.73it/s]\nEpoch 0: |          | 12468/? [1:16:04<00:00,  2.73it/s]\nEpoch 0: |          | 12468/? [1:16:04<00:00,  2.73it/s]\nEpoch 0: |          | 12469/? [1:16:04<00:00,  2.73it/s]\nEpoch 0: |          | 12469/? [1:16:04<00:00,  2.73it/s]\nEpoch 0: |          | 12470/? [1:16:04<00:00,  2.73it/s]\nEpoch 0: |          | 12470/? [1:16:04<00:00,  2.73it/s]\nEpoch 0: |          | 12471/? [1:16:05<00:00,  2.73it/s]\nEpoch 0: |          | 12471/? [1:16:05<00:00,  2.73it/s]\nEpoch 0: |          | 12472/? [1:16:05<00:00,  2.73it/s]\nEpoch 0: |          | 12472/? [1:16:05<00:00,  2.73it/s]\nEpoch 0: |          | 12473/? [1:16:05<00:00,  2.73it/s]\nEpoch 0: |          | 12473/? [1:16:05<00:00,  2.73it/s]\nEpoch 0: |          | 12474/? [1:16:06<00:00,  2.73it/s]\nEpoch 0: |          | 12474/? [1:16:06<00:00,  2.73it/s]\nEpoch 0: |          | 12475/? [1:16:06<00:00,  2.73it/s]\nEpoch 0: |          | 12475/? [1:16:06<00:00,  2.73it/s]\nEpoch 0: |          | 12476/? [1:16:06<00:00,  2.73it/s]\nEpoch 0: |          | 12476/? [1:16:06<00:00,  2.73it/s]\nEpoch 0: |          | 12477/? [1:16:07<00:00,  2.73it/s]\nEpoch 0: |          | 12477/? [1:16:07<00:00,  2.73it/s]\nEpoch 0: |          | 12478/? [1:16:07<00:00,  2.73it/s]\nEpoch 0: |          | 12478/? [1:16:07<00:00,  2.73it/s]\nEpoch 0: |          | 12479/? [1:16:07<00:00,  2.73it/s]\nEpoch 0: |          | 12479/? [1:16:07<00:00,  2.73it/s]\nEpoch 0: |          | 12480/? [1:16:08<00:00,  2.73it/s]\nEpoch 0: |          | 12480/? [1:16:08<00:00,  2.73it/s]\nEpoch 0: |          | 12481/? [1:16:08<00:00,  2.73it/s]\nEpoch 0: |          | 12481/? [1:16:08<00:00,  2.73it/s]\nEpoch 0: |          | 12482/? [1:16:08<00:00,  2.73it/s]\nEpoch 0: |          | 12482/? [1:16:08<00:00,  2.73it/s]\nEpoch 0: |          | 12483/? [1:16:09<00:00,  2.73it/s]\nEpoch 0: |          | 12483/? [1:16:09<00:00,  2.73it/s]\nEpoch 0: |          | 12484/? [1:16:09<00:00,  2.73it/s]\nEpoch 0: |          | 12484/? [1:16:09<00:00,  2.73it/s]\nEpoch 0: |          | 12485/? [1:16:09<00:00,  2.73it/s]\nEpoch 0: |          | 12485/? [1:16:09<00:00,  2.73it/s]\nEpoch 0: |          | 12486/? [1:16:10<00:00,  2.73it/s]\nEpoch 0: |          | 12486/? [1:16:10<00:00,  2.73it/s]\nEpoch 0: |          | 12487/? [1:16:10<00:00,  2.73it/s]\nEpoch 0: |          | 12487/? [1:16:10<00:00,  2.73it/s]\nEpoch 0: |          | 12488/? [1:16:10<00:00,  2.73it/s]\nEpoch 0: |          | 12488/? [1:16:10<00:00,  2.73it/s]\nEpoch 0: |          | 12489/? [1:16:10<00:00,  2.73it/s]\nEpoch 0: |          | 12489/? [1:16:10<00:00,  2.73it/s]\nEpoch 0: |          | 12490/? [1:16:11<00:00,  2.73it/s]\nEpoch 0: |          | 12490/? [1:16:11<00:00,  2.73it/s]\nEpoch 0: |          | 12491/? [1:16:11<00:00,  2.73it/s]\nEpoch 0: |          | 12491/? [1:16:11<00:00,  2.73it/s]\nEpoch 0: |          | 12492/? [1:16:11<00:00,  2.73it/s]\nEpoch 0: |          | 12492/? [1:16:11<00:00,  2.73it/s]\nEpoch 0: |          | 12493/? [1:16:12<00:00,  2.73it/s]\nEpoch 0: |          | 12493/? [1:16:12<00:00,  2.73it/s]\nEpoch 0: |          | 12494/? [1:16:12<00:00,  2.73it/s]\nEpoch 0: |          | 12494/? [1:16:12<00:00,  2.73it/s]\nEpoch 0: |          | 12495/? [1:16:12<00:00,  2.73it/s]\nEpoch 0: |          | 12495/? [1:16:12<00:00,  2.73it/s]\nEpoch 0: |          | 12496/? [1:16:13<00:00,  2.73it/s]\nEpoch 0: |          | 12496/? [1:16:13<00:00,  2.73it/s]\nEpoch 0: |          | 12497/? [1:16:13<00:00,  2.73it/s]\nEpoch 0: |          | 12497/? [1:16:13<00:00,  2.73it/s]\nEpoch 0: |          | 12498/? [1:16:13<00:00,  2.73it/s]\nEpoch 0: |          | 12498/? [1:16:13<00:00,  2.73it/s]\nEpoch 0: |          | 12499/? [1:16:13<00:00,  2.73it/s]\nEpoch 0: |          | 12499/? [1:16:13<00:00,  2.73it/s]\nEpoch 0: |          | 12500/? [1:16:14<00:00,  2.73it/s]\nEpoch 0: |          | 12500/? [1:16:14<00:00,  2.73it/s]\n`Trainer.fit` stopped: `max_steps=12500` reached.\nEpoch 0: |          | 12500/? [1:16:14<00:00,  2.73it/s]\nEpoch 0: |          | 12500/? [1:16:14<00:00,  2.73it/s]\nLOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'test_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.\nTesting: |          | 0/? [00:00<?, ?it/s]\nTesting:   0%|          | 0/120 [00:00<?, ?it/s]\nTesting DataLoader 0:   0%|          | 0/120 [00:00<?, ?it/s]\nTesting DataLoader 0:   1%|          | 1/120 [00:00<00:07, 16.01it/s]\nTesting DataLoader 0:   2%|▏         | 2/120 [00:00<00:07, 14.84it/s]\nTesting DataLoader 0:   2%|▎         | 3/120 [00:00<00:07, 15.46it/s]\nTesting DataLoader 0:   3%|▎         | 4/120 [00:00<00:07, 15.42it/s]\nTesting DataLoader 0:   4%|▍         | 5/120 [00:00<00:07, 15.41it/s]\nTesting DataLoader 0:   5%|▌         | 6/120 [00:00<00:07, 15.47it/s]\nTesting DataLoader 0:   6%|▌         | 7/120 [00:00<00:07, 15.40it/s]\nTesting DataLoader 0:   7%|▋         | 8/120 [00:00<00:07, 15.44it/s]\nTesting DataLoader 0:   8%|▊         | 9/120 [00:00<00:07, 15.31it/s]\nTesting DataLoader 0:   8%|▊         | 10/120 [00:00<00:07, 15.20it/s]\nTesting DataLoader 0:   9%|▉         | 11/120 [00:00<00:07, 15.08it/s]\nTesting DataLoader 0:  10%|█         | 12/120 [00:00<00:07, 15.10it/s]\nTesting 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/tmp/outputs/imagedream-sd21-shading/An_astronaut_riding_a_horse@20240112-105045/save\nLoading Multiview Diffusion ...\nInitializing Latent Diffusion Interface\ntime steps:  1000\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nmaking attention of type 'vanilla-xformers' with 512 in_channels\nbuilding MemoryEfficientAttnBlock with 512 in_channels...\nWorking with z of shape (1, 4, 32, 32) = 4096 dimensions.\nmaking attention of type 'vanilla-xformers' with 512 in_channels\nbuilding MemoryEfficientAttnBlock with 512 in_channels...\nLoaded Multiview Diffusion!\nUsing prompt [An astronaut riding a horse] and negative prompt [ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions]\nUsing view-dependent prompts [side]:[An astronaut riding a horse, side view] [front]:[An astronaut riding a horse, front view] [back]:[An astronaut riding a horse, back view] [overhead]:[An astronaut riding a horse, overhead view]\nUsing 16bit Automatic Mixed Precision (AMP)\nGPU available: True (cuda), used: True\nTPU available: False, using: 0 TPU cores\nIPU available: False, using: 0 IPUs\nHPU available: False, using: 0 HPUs\nMissing logger folder: /src/lightning_logs\nRestoring states from the checkpoint path at /tmp/outputs/imagedream-sd21-shading/An_astronaut_riding_a_horse@20240112-105045/ckpts/last.ckpt\nLOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]\nLoaded model weights from the checkpoint at /tmp/outputs/imagedream-sd21-shading/An_astronaut_riding_a_horse@20240112-105045/ckpts/last.ckpt\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'predict_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.\nPredicting: |          | 0/? 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44.78it/s]\nPredicting DataLoader 0:  64%|██████▍   | 77/120 [00:01<00:00, 44.85it/s]\nPredicting DataLoader 0:  65%|██████▌   | 78/120 [00:01<00:00, 44.98it/s]\nPredicting DataLoader 0:  66%|██████▌   | 79/120 [00:01<00:00, 45.11it/s]\nPredicting DataLoader 0:  67%|██████▋   | 80/120 [00:01<00:00, 45.10it/s]\nPredicting DataLoader 0:  68%|██████▊   | 81/120 [00:01<00:00, 45.22it/s]\nPredicting DataLoader 0:  68%|██████▊   | 82/120 [00:01<00:00, 45.35it/s]\nPredicting DataLoader 0:  69%|██████▉   | 83/120 [00:01<00:00, 45.29it/s]\nPredicting DataLoader 0:  70%|███████   | 84/120 [00:01<00:00, 45.29it/s]\nPredicting DataLoader 0:  71%|███████   | 85/120 [00:01<00:00, 45.27it/s]\nPredicting DataLoader 0:  72%|███████▏  | 86/120 [00:01<00:00, 45.26it/s]\nPredicting DataLoader 0:  72%|███████▎  | 87/120 [00:01<00:00, 45.28it/s]\nPredicting DataLoader 0:  73%|███████▎  | 88/120 [00:01<00:00, 45.27it/s]\nPredicting DataLoader 0:  74%|███████▍  | 89/120 [00:01<00:00, 45.39it/s]\nPredicting DataLoader 0:  75%|███████▌  | 90/120 [00:01<00:00, 45.44it/s]\nPredicting DataLoader 0:  76%|███████▌  | 91/120 [00:01<00:00, 45.55it/s]\nPredicting DataLoader 0:  77%|███████▋  | 92/120 [00:02<00:00, 45.66it/s]\nPredicting DataLoader 0:  78%|███████▊  | 93/120 [00:02<00:00, 45.76it/s]\nPredicting DataLoader 0:  78%|███████▊  | 94/120 [00:02<00:00, 45.85it/s]\nPredicting DataLoader 0:  79%|███████▉  | 95/120 [00:02<00:00, 45.84it/s]\nPredicting DataLoader 0:  80%|████████  | 96/120 [00:02<00:00, 45.79it/s]\nPredicting DataLoader 0:  81%|████████  | 97/120 [00:02<00:00, 45.79it/s]\nPredicting DataLoader 0:  82%|████████▏ | 98/120 [00:02<00:00, 45.74it/s]\nPredicting DataLoader 0:  82%|████████▎ | 99/120 [00:02<00:00, 45.72it/s]\nPredicting DataLoader 0:  83%|████████▎ | 100/120 [00:02<00:00, 45.58it/s]\nPredicting DataLoader 0:  84%|████████▍ | 101/120 [00:02<00:00, 45.57it/s]\nPredicting DataLoader 0:  85%|████████▌ | 102/120 [00:02<00:00, 45.53it/s]\nPredicting DataLoader 0:  86%|████████▌ | 103/120 [00:02<00:00, 45.31it/s]\nPredicting DataLoader 0:  87%|████████▋ | 104/120 [00:02<00:00, 45.29it/s]\nPredicting DataLoader 0:  88%|████████▊ | 105/120 [00:02<00:00, 45.28it/s]\nPredicting DataLoader 0:  88%|████████▊ | 106/120 [00:02<00:00, 45.36it/s]\nPredicting DataLoader 0:  89%|████████▉ | 107/120 [00:02<00:00, 45.45it/s]\nPredicting DataLoader 0:  90%|█████████ | 108/120 [00:02<00:00, 45.51it/s]\nPredicting DataLoader 0:  91%|█████████ | 109/120 [00:02<00:00, 45.60it/s]\nPredicting DataLoader 0:  92%|█████████▏| 110/120 [00:02<00:00, 45.67it/s]\nPredicting DataLoader 0:  92%|█████████▎| 111/120 [00:02<00:00, 45.66it/s]\nPredicting DataLoader 0:  93%|█████████▎| 112/120 [00:02<00:00, 45.75it/s]\nPredicting DataLoader 0:  94%|█████████▍| 113/120 [00:02<00:00, 45.82it/s]\nPredicting DataLoader 0:  95%|█████████▌| 114/120 [00:02<00:00, 45.82it/s]\nPredicting DataLoader 0:  96%|█████████▌| 115/120 [00:02<00:00, 45.91it/s]\nPredicting DataLoader 0:  97%|█████████▋| 116/120 [00:02<00:00, 45.95it/s]\nPredicting DataLoader 0:  98%|█████████▊| 117/120 [00:02<00:00, 45.92it/s]\nPredicting DataLoader 0:  98%|█████████▊| 118/120 [00:02<00:00, 45.88it/s]\nPredicting DataLoader 0:  99%|█████████▉| 119/120 [00:02<00:00, 45.71it/s]\nUsing xatlas to perform UV unwrapping, may take a while ...\nExporting textures ...\nPerform UV padding on texture maps to avoid seams, may take a while ...\nPredicting DataLoader 0: 100%|██████████| 120/120 [00:02<00:00, 45.57it/s]\nPredicting DataLoader 0: 100%|██████████| 120/120 [01:11<00:00,  1.67it/s]\nExport assets saved to /tmp/outputs/imagedream-sd21-shading/An_astronaut_riding_a_horse@20240112-105045/save",
  "metrics": {
    "predict_time": 4752.395326,
    "total_time": 4976.305954
  },
  "output": "https://replicate.delivery/pbxt/sY2QUxMdQk5qFtR9GdVWMHz7DV2U6BOiOBxRd7Yrf6aE82FJA/mesh.glb",
  "started_at": "2024-01-12T10:50:32.280086Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/se3vnm3barvekihq24gdfq7tai",
    "cancel": "https://api.replicate.com/v1/predictions/se3vnm3barvekihq24gdfq7tai/cancel"
  },
  "version": "c94d52fa6963f1963d3c6856477599a4ae6f41b61b7ab6a2589c2af2c382e5fd"
}

Generated in

79 minutes 12 seconds

Tweak it Share Report

Seed set to 2757676296
[INFO] background removal...
Downloading data from 'https://github.com/danielgatis/rembg/releases/download/v0.0.0/u2net.onnx' to file '/root/.u2net/u2net.onnx'.
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2024-01-12 10:50:35.006107983 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 705, index: 0, mask: {48, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.006115463 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 706, index: 1, mask: {1, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.006196843 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 708, index: 3, mask: {2, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.006209433 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 707, index: 2, mask: {49, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.006254783 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 709, index: 4, mask: {50, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.006332613 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 710, index: 5, mask: {3, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.007475462 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 752, index: 47, mask: {24, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.007538762 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 753, index: 48, mask: {72, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.007547002 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 754, index: 49, mask: {25, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.015425239 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 796, index: 91, mask: {46, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.015431189 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 798, index: 93, mask: {47, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.015449639 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 797, index: 92, mask: {94, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.019437507 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 713, index: 8, mask: {52, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.019477398 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 716, index: 11, mask: {6, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.023437116 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 793, index: 88, mask: {92, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.023459136 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 723, index: 18, mask: {57, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.026408904 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 714, index: 9, mask: {5, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.019386367 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 712, index: 7, mask: {4, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.019406467 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 711, index: 6, mask: {51, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.031537263 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 744, index: 39, mask: {20, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.019422658 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 715, index: 10, mask: {53, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.035404091 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 717, index: 12, mask: {54, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.027418874 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 794, index: 89, mask: {45, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.027606054 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 795, index: 90, mask: {93, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.032196442 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 746, index: 41, mask: {21, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.032212922 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 745, index: 40, mask: {68, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.035386761 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 785, index: 80, mask: {88, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.032180112 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 747, index: 42, mask: {69, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.032229522 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 755, index: 50, mask: {73, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.032341822 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 760, index: 55, mask: {28, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.032356762 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 761, index: 56, mask: {76, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.059434721 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 725, index: 20, mask: {58, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.063412069 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 726, index: 21, mask: {11, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.067394467 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 731, index: 26, mask: {61, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.071407185 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 732, index: 27, mask: {14, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.075421054 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 734, index: 29, mask: {15, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.091398537 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 739, index: 34, mask: {65, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.032372042 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 762, index: 57, mask: {29, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.102081642 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 741, index: 36, mask: {66, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.111432408 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 749, index: 44, mask: {70, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.111522808 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 750, index: 45, mask: {23, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.116472726 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 777, index: 72, mask: {84, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.126491781 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 779, index: 74, mask: {85, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.127381141 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 780, index: 75, mask: {38, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.131518459 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 782, index: 77, mask: {39, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.131582139 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 765, index: 60, mask: {78, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.138409527 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 767, index: 62, mask: {79, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.138481107 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 768, index: 63, mask: {32, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.138535457 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 769, index: 64, mask: {80, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.151411051 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 728, index: 23, mask: {12, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.151435881 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 771, index: 66, mask: {81, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.155390669 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 729, index: 24, mask: {60, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.159397368 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 772, index: 67, mask: {34, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.164456685 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 730, index: 25, mask: {13, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.169525003 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 773, index: 68, mask: {82, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.174584181 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 774, index: 69, mask: {35, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.179647869 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 735, index: 30, mask: {63, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.184700067 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 775, index: 70, mask: {83, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.189758454 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 736, index: 31, mask: {16, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.035525041 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 718, index: 13, mask: {7, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.041355668 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 799, index: 94, mask: {95, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.111424808 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 748, index: 43, mask: {22, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.047381205 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 792, index: 87, mask: {44, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.043382517 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 763, index: 58, mask: {77, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.138300657 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 720, index: 15, mask: {8, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.138372867 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 766, index: 61, mask: {31, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.203373989 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 764, index: 59, mask: {30, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.138399227 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 721, index: 16, mask: {56, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.215418794 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 724, index: 19, mask: {10, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.227388238 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 742, index: 37, mask: {19, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.235383455 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 719, index: 14, mask: {55, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.242516902 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 776, index: 71, mask: {36, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.194921343 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 751, index: 46, mask: {71, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.203375879 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 781, index: 76, mask: {86, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.203577179 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 722, index: 17, mask: {9, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.215389264 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 784, index: 79, mask: {40, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.203385529 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 783, index: 78, mask: {87, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.194895593 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 740, index: 35, mask: {18, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.194929363 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 733, index: 28, mask: {62, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.242475142 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 727, index: 22, mask: {59, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.242497392 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 770, index: 65, mask: {33, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.251917558 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 737, index: 32, mask: {64, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.207380117 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 778, index: 73, mask: {37, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.259414075 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 743, index: 38, mask: {67, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-12 10:50:35.267415501 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 738, index: 33, mask: {17, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
Loading Multiview Diffusion ...
Initializing Latent Diffusion Interface
time steps:  1000
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
making attention of type 'vanilla-xformers' with 512 in_channels
building MemoryEfficientAttnBlock with 512 in_channels...
Working with z of shape (1, 4, 32, 32) = 4096 dimensions.
making attention of type 'vanilla-xformers' with 512 in_channels
building MemoryEfficientAttnBlock with 512 in_channels...
Loaded Multiview Diffusion!
Using prompt [An astronaut riding a horse] and negative prompt [ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions]
Using view-dependent prompts [side]:[An astronaut riding a horse, side view] [front]:[An astronaut riding a horse, front view] [back]:[An astronaut riding a horse, back view] [overhead]:[An astronaut riding a horse, overhead view]
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_5m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_5m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.
return register_model(fn_wrapper)
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_11m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_11m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.
return register_model(fn_wrapper)
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.
return register_model(fn_wrapper)
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_384 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected.
return register_model(fn_wrapper)
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_512 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected.
return register_model(fn_wrapper)
Using 16bit Automatic Mixed Precision (AMP)
GPU available: True (cuda), used: True
TPU available: False, using: 0 TPU cores
IPU available: False, using: 0 IPUs
HPU available: False, using: 0 HPUs
You are using a CUDA device ('NVIDIA A40') that has Tensor Cores. To properly utilize them, you should set `torch.set_float32_matmul_precision('medium' | 'high')` which will trade-off precision for performance. For more details, read https://pytorch.org/docs/stable/generated/torch.set_float32_matmul_precision.html#torch.set_float32_matmul_precision
LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]
| Name       | Type                           | Params
--------------------------------------------------------------
0 | geometry   | ImplicitVolume                 | 12.6 M
1 | material   | DiffuseWithPointLightMaterial  | 0
2 | background | NeuralEnvironmentMapBackground | 448
3 | renderer   | NeRFVolumeRenderer             | 0
4 | guidance   | MultiviewDiffusionGuidance     | 2.0 B
--------------------------------------------------------------
12.6 M    Trainable params
2.0 B     Non-trainable params
2.0 B     Total params
8,096.164 Total estimated model params size (MB)
Validation results will be saved to /tmp/outputs/imagedream-sd21-shading/An_astronaut_riding_a_horse@20240112-105045/save
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'train_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'val_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.
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Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:01,  1.52it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.48it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:02<00:00,  1.50it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:02<00:00,  1.48it/s]

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Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:02,  1.43it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.38it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:02<00:00,  1.41it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:02<00:00,  1.40it/s]

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Validation DataLoader 0: 100%|██████████| 4/4 [00:02<00:00,  1.37it/s]

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Epoch 0: |          | 767/? [07:55<00:00,  1.61it/s]
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Epoch 0: |          | 768/? [07:56<00:00,  1.61it/s]
Epoch 0: |          | 768/? [07:56<00:00,  1.61it/s]
Epoch 0: |          | 769/? [07:57<00:00,  1.61it/s]
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Epoch 0: |          | 770/? [07:57<00:00,  1.61it/s]
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Epoch 0: |          | 771/? [07:58<00:00,  1.61it/s]
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Epoch 0: |          | 772/? [07:58<00:00,  1.61it/s]
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Epoch 0: |          | 773/? [07:59<00:00,  1.61it/s]
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Epoch 0: |          | 774/? [08:00<00:00,  1.61it/s]
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Epoch 0: |          | 775/? [08:00<00:00,  1.61it/s]
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Epoch 0: |          | 776/? [08:01<00:00,  1.61it/s]
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Epoch 0: |          | 777/? [08:02<00:00,  1.61it/s]
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Epoch 0: |          | 778/? [08:02<00:00,  1.61it/s]
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Epoch 0: |          | 779/? [08:03<00:00,  1.61it/s]
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Epoch 0: |          | 780/? [08:03<00:00,  1.61it/s]
Epoch 0: |          | 780/? [08:03<00:00,  1.61it/s]
Epoch 0: |          | 781/? [08:04<00:00,  1.61it/s]
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Epoch 0: |          | 782/? [08:05<00:00,  1.61it/s]
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Epoch 0: |          | 787/? [08:08<00:00,  1.61it/s]
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Epoch 0: |          | 789/? [08:09<00:00,  1.61it/s]
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Epoch 0: |          | 790/? [08:10<00:00,  1.61it/s]
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Epoch 0: |          | 791/? [08:10<00:00,  1.61it/s]
Epoch 0: |          | 791/? [08:10<00:00,  1.61it/s]
Epoch 0: |          | 792/? [08:11<00:00,  1.61it/s]
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Epoch 0: |          | 793/? [08:11<00:00,  1.61it/s]
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Epoch 0: |          | 794/? [08:12<00:00,  1.61it/s]
Epoch 0: |          | 794/? [08:12<00:00,  1.61it/s]
Epoch 0: |          | 795/? [08:13<00:00,  1.61it/s]
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Epoch 0: |          | 796/? [08:13<00:00,  1.61it/s]
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Epoch 0: |          | 797/? [08:14<00:00,  1.61it/s]
Epoch 0: |          | 797/? [08:14<00:00,  1.61it/s]
Epoch 0: |          | 798/? [08:15<00:00,  1.61it/s]
Epoch 0: |          | 798/? [08:15<00:00,  1.61it/s]
Epoch 0: |          | 799/? [08:15<00:00,  1.61it/s]
Epoch 0: |          | 799/? [08:15<00:00,  1.61it/s]
Epoch 0: |          | 800/? [08:16<00:00,  1.61it/s]
Epoch 0: |          | 800/? [08:16<00:00,  1.61it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:02,  1.33it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.28it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:02<00:00,  1.31it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:03<00:00,  1.30it/s]

Epoch 0: |          | 800/? [08:19<00:00,  1.60it/s]
Epoch 0: |          | 801/? [08:20<00:00,  1.60it/s]
Epoch 0: |          | 801/? [08:20<00:00,  1.60it/s]
Epoch 0: |          | 802/? [08:20<00:00,  1.60it/s]
Epoch 0: |          | 802/? [08:20<00:00,  1.60it/s]
Epoch 0: |          | 803/? [08:21<00:00,  1.60it/s]
Epoch 0: |          | 803/? [08:21<00:00,  1.60it/s]
Epoch 0: |          | 804/? [08:21<00:00,  1.60it/s]
Epoch 0: |          | 804/? [08:21<00:00,  1.60it/s]
Epoch 0: |          | 805/? [08:22<00:00,  1.60it/s]
Epoch 0: |          | 805/? [08:22<00:00,  1.60it/s]
Epoch 0: |          | 806/? [08:23<00:00,  1.60it/s]
Epoch 0: |          | 806/? [08:23<00:00,  1.60it/s]
Epoch 0: |          | 807/? [08:23<00:00,  1.60it/s]
Epoch 0: |          | 807/? [08:23<00:00,  1.60it/s]
Epoch 0: |          | 808/? [08:24<00:00,  1.60it/s]
Epoch 0: |          | 808/? [08:24<00:00,  1.60it/s]
Epoch 0: |          | 809/? [08:24<00:00,  1.60it/s]
Epoch 0: |          | 809/? [08:24<00:00,  1.60it/s]
Epoch 0: |          | 810/? [08:25<00:00,  1.60it/s]
Epoch 0: |          | 810/? [08:25<00:00,  1.60it/s]
Epoch 0: |          | 811/? [08:26<00:00,  1.60it/s]
Epoch 0: |          | 811/? [08:26<00:00,  1.60it/s]
Epoch 0: |          | 812/? [08:26<00:00,  1.60it/s]
Epoch 0: |          | 812/? [08:26<00:00,  1.60it/s]
Epoch 0: |          | 813/? [08:27<00:00,  1.60it/s]
Epoch 0: |          | 813/? [08:27<00:00,  1.60it/s]
Epoch 0: |          | 814/? [08:27<00:00,  1.60it/s]
Epoch 0: |          | 814/? [08:27<00:00,  1.60it/s]
Epoch 0: |          | 815/? [08:28<00:00,  1.60it/s]
Epoch 0: |          | 815/? [08:28<00:00,  1.60it/s]
Epoch 0: |          | 816/? [08:29<00:00,  1.60it/s]
Epoch 0: |          | 816/? [08:29<00:00,  1.60it/s]
Epoch 0: |          | 817/? [08:29<00:00,  1.60it/s]
Epoch 0: |          | 817/? [08:29<00:00,  1.60it/s]
Epoch 0: |          | 818/? [08:30<00:00,  1.60it/s]
Epoch 0: |          | 818/? [08:30<00:00,  1.60it/s]
Epoch 0: |          | 819/? [08:31<00:00,  1.60it/s]
Epoch 0: |          | 819/? [08:31<00:00,  1.60it/s]
Epoch 0: |          | 820/? [08:31<00:00,  1.60it/s]
Epoch 0: |          | 820/? [08:31<00:00,  1.60it/s]
Epoch 0: |          | 821/? [08:32<00:00,  1.60it/s]
Epoch 0: |          | 821/? [08:32<00:00,  1.60it/s]
Epoch 0: |          | 822/? [08:32<00:00,  1.60it/s]
Epoch 0: |          | 822/? [08:32<00:00,  1.60it/s]
Epoch 0: |          | 823/? [08:33<00:00,  1.60it/s]
Epoch 0: |          | 823/? [08:33<00:00,  1.60it/s]
Epoch 0: |          | 824/? [08:34<00:00,  1.60it/s]
Epoch 0: |          | 824/? [08:34<00:00,  1.60it/s]
Epoch 0: |          | 825/? [08:34<00:00,  1.60it/s]
Epoch 0: |          | 825/? [08:34<00:00,  1.60it/s]
Epoch 0: |          | 826/? [08:35<00:00,  1.60it/s]
Epoch 0: |          | 826/? [08:35<00:00,  1.60it/s]
Epoch 0: |          | 827/? [08:35<00:00,  1.60it/s]
Epoch 0: |          | 827/? [08:35<00:00,  1.60it/s]
Epoch 0: |          | 828/? [08:36<00:00,  1.60it/s]
Epoch 0: |          | 828/? [08:36<00:00,  1.60it/s]
Epoch 0: |          | 829/? [08:37<00:00,  1.60it/s]
Epoch 0: |          | 829/? [08:37<00:00,  1.60it/s]
Epoch 0: |          | 830/? [08:37<00:00,  1.60it/s]
Epoch 0: |          | 830/? [08:37<00:00,  1.60it/s]
Epoch 0: |          | 831/? [08:38<00:00,  1.60it/s]
Epoch 0: |          | 831/? [08:38<00:00,  1.60it/s]
Epoch 0: |          | 832/? [08:39<00:00,  1.60it/s]
Epoch 0: |          | 832/? [08:39<00:00,  1.60it/s]
Epoch 0: |          | 833/? [08:39<00:00,  1.60it/s]
Epoch 0: |          | 833/? [08:39<00:00,  1.60it/s]
Epoch 0: |          | 834/? [08:40<00:00,  1.60it/s]
Epoch 0: |          | 834/? [08:40<00:00,  1.60it/s]
Epoch 0: |          | 835/? [08:40<00:00,  1.60it/s]
Epoch 0: |          | 835/? [08:40<00:00,  1.60it/s]
Epoch 0: |          | 836/? [08:41<00:00,  1.60it/s]
Epoch 0: |          | 836/? [08:41<00:00,  1.60it/s]
Epoch 0: |          | 837/? [08:42<00:00,  1.60it/s]
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Epoch 0: |          | 838/? [08:42<00:00,  1.60it/s]
Epoch 0: |          | 838/? [08:42<00:00,  1.60it/s]
Epoch 0: |          | 839/? [08:43<00:00,  1.60it/s]
Epoch 0: |          | 839/? [08:43<00:00,  1.60it/s]
Epoch 0: |          | 840/? [08:43<00:00,  1.60it/s]
Epoch 0: |          | 840/? [08:43<00:00,  1.60it/s]
Epoch 0: |          | 841/? [08:44<00:00,  1.60it/s]
Epoch 0: |          | 841/? [08:44<00:00,  1.60it/s]
Epoch 0: |          | 842/? [08:45<00:00,  1.60it/s]
Epoch 0: |          | 842/? [08:45<00:00,  1.60it/s]
Epoch 0: |          | 843/? [08:45<00:00,  1.60it/s]
Epoch 0: |          | 843/? [08:45<00:00,  1.60it/s]
Epoch 0: |          | 844/? [08:46<00:00,  1.60it/s]
Epoch 0: |          | 844/? [08:46<00:00,  1.60it/s]
Epoch 0: |          | 845/? [08:47<00:00,  1.60it/s]
Epoch 0: |          | 845/? [08:47<00:00,  1.60it/s]
Epoch 0: |          | 846/? [08:47<00:00,  1.60it/s]
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Epoch 0: |          | 847/? [08:48<00:00,  1.60it/s]
Epoch 0: |          | 847/? [08:48<00:00,  1.60it/s]
Epoch 0: |          | 848/? [08:48<00:00,  1.60it/s]
Epoch 0: |          | 848/? [08:48<00:00,  1.60it/s]
Epoch 0: |          | 849/? [08:49<00:00,  1.60it/s]
Epoch 0: |          | 849/? [08:49<00:00,  1.60it/s]
Epoch 0: |          | 850/? [08:50<00:00,  1.60it/s]
Epoch 0: |          | 850/? [08:50<00:00,  1.60it/s]
Epoch 0: |          | 851/? [08:50<00:00,  1.60it/s]
Epoch 0: |          | 851/? [08:50<00:00,  1.60it/s]
Epoch 0: |          | 852/? [08:51<00:00,  1.60it/s]
Epoch 0: |          | 852/? [08:51<00:00,  1.60it/s]
Epoch 0: |          | 853/? [08:51<00:00,  1.60it/s]
Epoch 0: |          | 853/? [08:51<00:00,  1.60it/s]
Epoch 0: |          | 854/? [08:52<00:00,  1.60it/s]
Epoch 0: |          | 854/? [08:52<00:00,  1.60it/s]
Epoch 0: |          | 855/? [08:53<00:00,  1.60it/s]
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Epoch 0: |          | 856/? [08:53<00:00,  1.60it/s]
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Epoch 0: |          | 857/? [08:54<00:00,  1.60it/s]
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Epoch 0: |          | 858/? [08:55<00:00,  1.60it/s]
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Epoch 0: |          | 859/? [08:55<00:00,  1.60it/s]
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Epoch 0: |          | 860/? [08:56<00:00,  1.60it/s]
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Epoch 0: |          | 861/? [08:56<00:00,  1.60it/s]
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Epoch 0: |          | 862/? [08:57<00:00,  1.60it/s]
Epoch 0: |          | 862/? [08:57<00:00,  1.60it/s]
Epoch 0: |          | 863/? [08:58<00:00,  1.60it/s]
Epoch 0: |          | 863/? [08:58<00:00,  1.60it/s]
Epoch 0: |          | 864/? [08:58<00:00,  1.60it/s]
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Epoch 0: |          | 865/? [08:59<00:00,  1.60it/s]
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Epoch 0: |          | 866/? [08:59<00:00,  1.60it/s]
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Epoch 0: |          | 867/? [09:00<00:00,  1.60it/s]
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Epoch 0: |          | 868/? [09:01<00:00,  1.60it/s]
Epoch 0: |          | 868/? [09:01<00:00,  1.60it/s]
Epoch 0: |          | 869/? [09:01<00:00,  1.60it/s]
Epoch 0: |          | 869/? [09:01<00:00,  1.60it/s]
Epoch 0: |          | 870/? [09:02<00:00,  1.60it/s]
Epoch 0: |          | 870/? [09:02<00:00,  1.60it/s]
Epoch 0: |          | 871/? [09:03<00:00,  1.60it/s]
Epoch 0: |          | 871/? [09:03<00:00,  1.60it/s]
Epoch 0: |          | 872/? [09:03<00:00,  1.60it/s]
Epoch 0: |          | 872/? [09:03<00:00,  1.60it/s]
Epoch 0: |          | 873/? [09:04<00:00,  1.60it/s]
Epoch 0: |          | 873/? [09:04<00:00,  1.60it/s]
Epoch 0: |          | 874/? [09:04<00:00,  1.60it/s]
Epoch 0: |          | 874/? [09:04<00:00,  1.60it/s]
Epoch 0: |          | 875/? [09:05<00:00,  1.60it/s]
Epoch 0: |          | 875/? [09:05<00:00,  1.60it/s]
Epoch 0: |          | 876/? [09:06<00:00,  1.60it/s]
Epoch 0: |          | 876/? [09:06<00:00,  1.60it/s]
Epoch 0: |          | 877/? [09:06<00:00,  1.60it/s]
Epoch 0: |          | 877/? [09:06<00:00,  1.60it/s]
Epoch 0: |          | 878/? [09:07<00:00,  1.60it/s]
Epoch 0: |          | 878/? [09:07<00:00,  1.60it/s]
Epoch 0: |          | 879/? [09:07<00:00,  1.60it/s]
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Epoch 0: |          | 880/? [09:08<00:00,  1.60it/s]
Epoch 0: |          | 880/? [09:08<00:00,  1.60it/s]
Epoch 0: |          | 881/? [09:09<00:00,  1.60it/s]
Epoch 0: |          | 881/? [09:09<00:00,  1.60it/s]
Epoch 0: |          | 882/? [09:09<00:00,  1.60it/s]
Epoch 0: |          | 882/? [09:09<00:00,  1.60it/s]
Epoch 0: |          | 883/? [09:10<00:00,  1.60it/s]
Epoch 0: |          | 883/? [09:10<00:00,  1.60it/s]
Epoch 0: |          | 884/? [09:10<00:00,  1.60it/s]
Epoch 0: |          | 884/? [09:10<00:00,  1.60it/s]
Epoch 0: |          | 885/? [09:11<00:00,  1.60it/s]
Epoch 0: |          | 885/? [09:11<00:00,  1.60it/s]
Epoch 0: |          | 886/? [09:12<00:00,  1.60it/s]
Epoch 0: |          | 886/? [09:12<00:00,  1.60it/s]
Epoch 0: |          | 887/? [09:12<00:00,  1.61it/s]
Epoch 0: |          | 887/? [09:12<00:00,  1.61it/s]
Epoch 0: |          | 888/? [09:13<00:00,  1.61it/s]
Epoch 0: |          | 888/? [09:13<00:00,  1.61it/s]
Epoch 0: |          | 889/? [09:13<00:00,  1.61it/s]
Epoch 0: |          | 889/? [09:13<00:00,  1.61it/s]
Epoch 0: |          | 890/? [09:14<00:00,  1.61it/s]
Epoch 0: |          | 890/? [09:14<00:00,  1.61it/s]
Epoch 0: |          | 891/? [09:15<00:00,  1.61it/s]
Epoch 0: |          | 891/? [09:15<00:00,  1.61it/s]
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Epoch 0: |          | 1000/? [10:21<00:00,  1.61it/s]
Epoch 0: |          | 1000/? [10:21<00:00,  1.61it/s]
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Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:02,  1.32it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.27it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:02<00:00,  1.31it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:03<00:00,  1.29it/s]

Epoch 0: |          | 1000/? [10:24<00:00,  1.60it/s]
Epoch 0: |          | 1001/? [10:25<00:00,  1.60it/s]
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Epoch 0: |          | 1002/? [10:25<00:00,  1.60it/s]
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Epoch 0: |          | 1003/? [10:26<00:00,  1.60it/s]
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Epoch 0: |          | 1004/? [10:27<00:00,  1.60it/s]
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Epoch 0: |          | 1005/? [10:27<00:00,  1.60it/s]
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Epoch 0: |          | 1006/? [10:28<00:00,  1.60it/s]
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Epoch 0: |          | 1007/? [10:29<00:00,  1.60it/s]
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Epoch 0: |          | 1021/? [10:37<00:00,  1.60it/s]
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Epoch 0: |          | 1022/? [10:38<00:00,  1.60it/s]
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Epoch 0: |          | 1023/? [10:38<00:00,  1.60it/s]
Epoch 0: |          | 1024/? [10:39<00:00,  1.60it/s]
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Epoch 0: |          | 1025/? [10:39<00:00,  1.60it/s]
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Epoch 0: |          | 1026/? [10:40<00:00,  1.60it/s]
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Epoch 0: |          | 1102/? [11:26<00:00,  1.61it/s]
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Epoch 0: |          | 1103/? [11:26<00:00,  1.61it/s]
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Epoch 0: |          | 1152/? [11:56<00:00,  1.61it/s]
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Epoch 0: |          | 1162/? [12:02<00:00,  1.61it/s]
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Epoch 0: |          | 1163/? [12:03<00:00,  1.61it/s]
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Epoch 0: |          | 1168/? [12:06<00:00,  1.61it/s]
Epoch 0: |          | 1168/? [12:06<00:00,  1.61it/s]
Epoch 0: |          | 1169/? [12:06<00:00,  1.61it/s]
Epoch 0: |          | 1169/? [12:06<00:00,  1.61it/s]
Epoch 0: |          | 1170/? [12:07<00:00,  1.61it/s]
Epoch 0: |          | 1170/? [12:07<00:00,  1.61it/s]
Epoch 0: |          | 1171/? [12:08<00:00,  1.61it/s]
Epoch 0: |          | 1171/? [12:08<00:00,  1.61it/s]
Epoch 0: |          | 1172/? [12:08<00:00,  1.61it/s]
Epoch 0: |          | 1172/? [12:08<00:00,  1.61it/s]
Epoch 0: |          | 1173/? [12:09<00:00,  1.61it/s]
Epoch 0: |          | 1173/? [12:09<00:00,  1.61it/s]
Epoch 0: |          | 1174/? [12:09<00:00,  1.61it/s]
Epoch 0: |          | 1174/? [12:09<00:00,  1.61it/s]
Epoch 0: |          | 1175/? [12:10<00:00,  1.61it/s]
Epoch 0: |          | 1175/? [12:10<00:00,  1.61it/s]
Epoch 0: |          | 1176/? [12:11<00:00,  1.61it/s]
Epoch 0: |          | 1176/? [12:11<00:00,  1.61it/s]
Epoch 0: |          | 1177/? [12:11<00:00,  1.61it/s]
Epoch 0: |          | 1177/? [12:11<00:00,  1.61it/s]
Epoch 0: |          | 1178/? [12:12<00:00,  1.61it/s]
Epoch 0: |          | 1178/? [12:12<00:00,  1.61it/s]
Epoch 0: |          | 1179/? [12:13<00:00,  1.61it/s]
Epoch 0: |          | 1179/? [12:13<00:00,  1.61it/s]
Epoch 0: |          | 1180/? [12:13<00:00,  1.61it/s]
Epoch 0: |          | 1180/? [12:13<00:00,  1.61it/s]
Epoch 0: |          | 1181/? [12:14<00:00,  1.61it/s]
Epoch 0: |          | 1181/? [12:14<00:00,  1.61it/s]
Epoch 0: |          | 1182/? [12:14<00:00,  1.61it/s]
Epoch 0: |          | 1182/? [12:14<00:00,  1.61it/s]
Epoch 0: |          | 1183/? [12:15<00:00,  1.61it/s]
Epoch 0: |          | 1183/? [12:15<00:00,  1.61it/s]
Epoch 0: |          | 1184/? [12:16<00:00,  1.61it/s]
Epoch 0: |          | 1184/? [12:16<00:00,  1.61it/s]
Epoch 0: |          | 1185/? [12:16<00:00,  1.61it/s]
Epoch 0: |          | 1185/? [12:16<00:00,  1.61it/s]
Epoch 0: |          | 1186/? [12:17<00:00,  1.61it/s]
Epoch 0: |          | 1186/? [12:17<00:00,  1.61it/s]
Epoch 0: |          | 1187/? [12:17<00:00,  1.61it/s]
Epoch 0: |          | 1187/? [12:17<00:00,  1.61it/s]
Epoch 0: |          | 1188/? [12:18<00:00,  1.61it/s]
Epoch 0: |          | 1188/? [12:18<00:00,  1.61it/s]
Epoch 0: |          | 1189/? [12:19<00:00,  1.61it/s]
Epoch 0: |          | 1189/? [12:19<00:00,  1.61it/s]
Epoch 0: |          | 1190/? [12:19<00:00,  1.61it/s]
Epoch 0: |          | 1190/? [12:19<00:00,  1.61it/s]
Epoch 0: |          | 1191/? [12:20<00:00,  1.61it/s]
Epoch 0: |          | 1191/? [12:20<00:00,  1.61it/s]
Epoch 0: |          | 1192/? [12:20<00:00,  1.61it/s]
Epoch 0: |          | 1192/? [12:20<00:00,  1.61it/s]
Epoch 0: |          | 1193/? [12:21<00:00,  1.61it/s]
Epoch 0: |          | 1193/? [12:21<00:00,  1.61it/s]
Epoch 0: |          | 1194/? [12:22<00:00,  1.61it/s]
Epoch 0: |          | 1194/? [12:22<00:00,  1.61it/s]
Epoch 0: |          | 1195/? [12:22<00:00,  1.61it/s]
Epoch 0: |          | 1195/? [12:22<00:00,  1.61it/s]
Epoch 0: |          | 1196/? [12:23<00:00,  1.61it/s]
Epoch 0: |          | 1196/? [12:23<00:00,  1.61it/s]
Epoch 0: |          | 1197/? [12:23<00:00,  1.61it/s]
Epoch 0: |          | 1197/? [12:23<00:00,  1.61it/s]
Epoch 0: |          | 1198/? [12:24<00:00,  1.61it/s]
Epoch 0: |          | 1198/? [12:24<00:00,  1.61it/s]
Epoch 0: |          | 1199/? [12:25<00:00,  1.61it/s]
Epoch 0: |          | 1199/? [12:25<00:00,  1.61it/s]
Epoch 0: |          | 1200/? [12:25<00:00,  1.61it/s]
Epoch 0: |          | 1200/? [12:25<00:00,  1.61it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:02,  1.28it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.21it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:02<00:00,  1.24it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:03<00:00,  1.23it/s]

Epoch 0: |          | 1200/? [12:29<00:00,  1.60it/s]
Epoch 0: |          | 1201/? [12:29<00:00,  1.60it/s]
Epoch 0: |          | 1201/? [12:29<00:00,  1.60it/s]
Epoch 0: |          | 1202/? [12:30<00:00,  1.60it/s]
Epoch 0: |          | 1202/? [12:30<00:00,  1.60it/s]
Epoch 0: |          | 1203/? [12:30<00:00,  1.60it/s]
Epoch 0: |          | 1203/? [12:30<00:00,  1.60it/s]
Epoch 0: |          | 1204/? [12:31<00:00,  1.60it/s]
Epoch 0: |          | 1204/? [12:31<00:00,  1.60it/s]
Epoch 0: |          | 1205/? [12:32<00:00,  1.60it/s]
Epoch 0: |          | 1205/? [12:32<00:00,  1.60it/s]
Epoch 0: |          | 1206/? [12:32<00:00,  1.60it/s]
Epoch 0: |          | 1206/? [12:32<00:00,  1.60it/s]
Epoch 0: |          | 1207/? [12:33<00:00,  1.60it/s]
Epoch 0: |          | 1207/? [12:33<00:00,  1.60it/s]
Epoch 0: |          | 1208/? [12:33<00:00,  1.60it/s]
Epoch 0: |          | 1208/? [12:33<00:00,  1.60it/s]
Epoch 0: |          | 1209/? [12:34<00:00,  1.60it/s]
Epoch 0: |          | 1209/? [12:34<00:00,  1.60it/s]
Epoch 0: |          | 1210/? [12:35<00:00,  1.60it/s]
Epoch 0: |          | 1210/? [12:35<00:00,  1.60it/s]
Epoch 0: |          | 1211/? [12:35<00:00,  1.60it/s]
Epoch 0: |          | 1211/? [12:35<00:00,  1.60it/s]
Epoch 0: |          | 1212/? [12:36<00:00,  1.60it/s]
Epoch 0: |          | 1212/? [12:36<00:00,  1.60it/s]
Epoch 0: |          | 1213/? [12:36<00:00,  1.60it/s]
Epoch 0: |          | 1213/? [12:36<00:00,  1.60it/s]
Epoch 0: |          | 1214/? [12:37<00:00,  1.60it/s]
Epoch 0: |          | 1214/? [12:37<00:00,  1.60it/s]
Epoch 0: |          | 1215/? [12:38<00:00,  1.60it/s]
Epoch 0: |          | 1215/? [12:38<00:00,  1.60it/s]
Epoch 0: |          | 1216/? [12:38<00:00,  1.60it/s]
Epoch 0: |          | 1216/? [12:38<00:00,  1.60it/s]
Epoch 0: |          | 1217/? [12:39<00:00,  1.60it/s]
Epoch 0: |          | 1217/? [12:39<00:00,  1.60it/s]
Epoch 0: |          | 1218/? [12:39<00:00,  1.60it/s]
Epoch 0: |          | 1218/? [12:39<00:00,  1.60it/s]
Epoch 0: |          | 1219/? [12:40<00:00,  1.60it/s]
Epoch 0: |          | 1219/? [12:40<00:00,  1.60it/s]
Epoch 0: |          | 1220/? [12:41<00:00,  1.60it/s]
Epoch 0: |          | 1220/? [12:41<00:00,  1.60it/s]
Epoch 0: |          | 1221/? [12:41<00:00,  1.60it/s]
Epoch 0: |          | 1221/? [12:41<00:00,  1.60it/s]
Epoch 0: |          | 1222/? [12:42<00:00,  1.60it/s]
Epoch 0: |          | 1222/? [12:42<00:00,  1.60it/s]
Epoch 0: |          | 1223/? [12:43<00:00,  1.60it/s]
Epoch 0: |          | 1223/? [12:43<00:00,  1.60it/s]
Epoch 0: |          | 1224/? [12:43<00:00,  1.60it/s]
Epoch 0: |          | 1224/? [12:43<00:00,  1.60it/s]
Epoch 0: |          | 1225/? [12:44<00:00,  1.60it/s]
Epoch 0: |          | 1225/? [12:44<00:00,  1.60it/s]
Epoch 0: |          | 1226/? [12:44<00:00,  1.60it/s]
Epoch 0: |          | 1226/? [12:44<00:00,  1.60it/s]
Epoch 0: |          | 1227/? [12:45<00:00,  1.60it/s]
Epoch 0: |          | 1227/? [12:45<00:00,  1.60it/s]
Epoch 0: |          | 1228/? [12:46<00:00,  1.60it/s]
Epoch 0: |          | 1228/? [12:46<00:00,  1.60it/s]
Epoch 0: |          | 1229/? [12:46<00:00,  1.60it/s]
Epoch 0: |          | 1229/? [12:46<00:00,  1.60it/s]
Epoch 0: |          | 1230/? [12:47<00:00,  1.60it/s]
Epoch 0: |          | 1230/? [12:47<00:00,  1.60it/s]
Epoch 0: |          | 1231/? [12:47<00:00,  1.60it/s]
Epoch 0: |          | 1231/? [12:47<00:00,  1.60it/s]
Epoch 0: |          | 1232/? [12:48<00:00,  1.60it/s]
Epoch 0: |          | 1232/? [12:48<00:00,  1.60it/s]
Epoch 0: |          | 1233/? [12:49<00:00,  1.60it/s]
Epoch 0: |          | 1233/? [12:49<00:00,  1.60it/s]
Epoch 0: |          | 1234/? [12:49<00:00,  1.60it/s]
Epoch 0: |          | 1234/? [12:49<00:00,  1.60it/s]
Epoch 0: |          | 1235/? [12:50<00:00,  1.60it/s]
Epoch 0: |          | 1235/? [12:50<00:00,  1.60it/s]
Epoch 0: |          | 1236/? [12:50<00:00,  1.60it/s]
Epoch 0: |          | 1236/? [12:50<00:00,  1.60it/s]
Epoch 0: |          | 1237/? [12:51<00:00,  1.60it/s]
Epoch 0: |          | 1237/? [12:51<00:00,  1.60it/s]
Epoch 0: |          | 1238/? [12:52<00:00,  1.60it/s]
Epoch 0: |          | 1238/? [12:52<00:00,  1.60it/s]
Epoch 0: |          | 1239/? [12:52<00:00,  1.60it/s]
Epoch 0: |          | 1239/? [12:52<00:00,  1.60it/s]
Epoch 0: |          | 1240/? [12:53<00:00,  1.60it/s]
Epoch 0: |          | 1240/? [12:53<00:00,  1.60it/s]
Epoch 0: |          | 1241/? [12:53<00:00,  1.60it/s]
Epoch 0: |          | 1241/? [12:53<00:00,  1.60it/s]
Epoch 0: |          | 1242/? [12:54<00:00,  1.60it/s]
Epoch 0: |          | 1242/? [12:54<00:00,  1.60it/s]
Epoch 0: |          | 1243/? [12:55<00:00,  1.60it/s]
Epoch 0: |          | 1243/? [12:55<00:00,  1.60it/s]
Epoch 0: |          | 1244/? [12:55<00:00,  1.60it/s]
Epoch 0: |          | 1244/? [12:55<00:00,  1.60it/s]
Epoch 0: |          | 1245/? [12:56<00:00,  1.60it/s]
Epoch 0: |          | 1245/? [12:56<00:00,  1.60it/s]
Epoch 0: |          | 1246/? [12:56<00:00,  1.60it/s]
Epoch 0: |          | 1246/? [12:56<00:00,  1.60it/s]
Epoch 0: |          | 1247/? [12:57<00:00,  1.60it/s]
Epoch 0: |          | 1247/? [12:57<00:00,  1.60it/s]
Epoch 0: |          | 1248/? [12:58<00:00,  1.60it/s]
Epoch 0: |          | 1248/? [12:58<00:00,  1.60it/s]
Epoch 0: |          | 1249/? [12:58<00:00,  1.60it/s]
Epoch 0: |          | 1249/? [12:58<00:00,  1.60it/s]
Epoch 0: |          | 1250/? [12:59<00:00,  1.60it/s]
Epoch 0: |          | 1250/? [12:59<00:00,  1.60it/s]
Epoch 0: |          | 1251/? [12:59<00:00,  1.60it/s]
Epoch 0: |          | 1251/? [12:59<00:00,  1.60it/s]
Epoch 0: |          | 1252/? [13:00<00:00,  1.60it/s]
Epoch 0: |          | 1252/? [13:00<00:00,  1.60it/s]
Epoch 0: |          | 1253/? [13:01<00:00,  1.60it/s]
Epoch 0: |          | 1253/? [13:01<00:00,  1.60it/s]
Epoch 0: |          | 1254/? [13:01<00:00,  1.60it/s]
Epoch 0: |          | 1254/? [13:01<00:00,  1.60it/s]
Epoch 0: |          | 1255/? [13:02<00:00,  1.60it/s]
Epoch 0: |          | 1255/? [13:02<00:00,  1.60it/s]
Epoch 0: |          | 1256/? [13:02<00:00,  1.60it/s]
Epoch 0: |          | 1256/? [13:02<00:00,  1.60it/s]
Epoch 0: |          | 1257/? [13:03<00:00,  1.60it/s]
Epoch 0: |          | 1257/? [13:03<00:00,  1.60it/s]
Epoch 0: |          | 1258/? [13:04<00:00,  1.60it/s]
Epoch 0: |          | 1258/? [13:04<00:00,  1.60it/s]
Epoch 0: |          | 1259/? [13:04<00:00,  1.60it/s]
Epoch 0: |          | 1259/? [13:04<00:00,  1.60it/s]
Epoch 0: |          | 1260/? [13:05<00:00,  1.60it/s]
Epoch 0: |          | 1260/? [13:05<00:00,  1.60it/s]
Epoch 0: |          | 1261/? [13:05<00:00,  1.60it/s]
Epoch 0: |          | 1261/? [13:05<00:00,  1.60it/s]
Epoch 0: |          | 1262/? [13:06<00:00,  1.60it/s]
Epoch 0: |          | 1262/? [13:06<00:00,  1.60it/s]
Epoch 0: |          | 1263/? [13:07<00:00,  1.60it/s]
Epoch 0: |          | 1263/? [13:07<00:00,  1.60it/s]
Epoch 0: |          | 1264/? [13:07<00:00,  1.60it/s]
Epoch 0: |          | 1264/? [13:07<00:00,  1.60it/s]
Epoch 0: |          | 1265/? [13:08<00:00,  1.60it/s]
Epoch 0: |          | 1265/? [13:08<00:00,  1.60it/s]
Epoch 0: |          | 1266/? [13:09<00:00,  1.60it/s]
Epoch 0: |          | 1266/? [13:09<00:00,  1.60it/s]
Epoch 0: |          | 1267/? [13:09<00:00,  1.60it/s]
Epoch 0: |          | 1267/? [13:09<00:00,  1.60it/s]
Epoch 0: |          | 1268/? [13:10<00:00,  1.60it/s]
Epoch 0: |          | 1268/? [13:10<00:00,  1.60it/s]
Epoch 0: |          | 1269/? [13:10<00:00,  1.60it/s]
Epoch 0: |          | 1269/? [13:10<00:00,  1.60it/s]
Epoch 0: |          | 1270/? [13:11<00:00,  1.60it/s]
Epoch 0: |          | 1270/? [13:11<00:00,  1.60it/s]
Epoch 0: |          | 1271/? [13:12<00:00,  1.60it/s]
Epoch 0: |          | 1271/? [13:12<00:00,  1.60it/s]
Epoch 0: |          | 1272/? [13:12<00:00,  1.60it/s]
Epoch 0: |          | 1272/? [13:12<00:00,  1.60it/s]
Epoch 0: |          | 1273/? [13:13<00:00,  1.60it/s]
Epoch 0: |          | 1273/? [13:13<00:00,  1.60it/s]
Epoch 0: |          | 1274/? [13:13<00:00,  1.60it/s]
Epoch 0: |          | 1274/? [13:13<00:00,  1.60it/s]
Epoch 0: |          | 1275/? [13:14<00:00,  1.60it/s]
Epoch 0: |          | 1275/? [13:14<00:00,  1.60it/s]
Epoch 0: |          | 1276/? [13:15<00:00,  1.60it/s]
Epoch 0: |          | 1276/? [13:15<00:00,  1.60it/s]
Epoch 0: |          | 1277/? [13:15<00:00,  1.60it/s]
Epoch 0: |          | 1277/? [13:15<00:00,  1.60it/s]
Epoch 0: |          | 1278/? [13:16<00:00,  1.60it/s]
Epoch 0: |          | 1278/? [13:16<00:00,  1.60it/s]
Epoch 0: |          | 1279/? [13:16<00:00,  1.60it/s]
Epoch 0: |          | 1279/? [13:16<00:00,  1.60it/s]
Epoch 0: |          | 1280/? [13:17<00:00,  1.60it/s]
Epoch 0: |          | 1280/? [13:17<00:00,  1.60it/s]
Epoch 0: |          | 1281/? [13:18<00:00,  1.60it/s]
Epoch 0: |          | 1281/? [13:18<00:00,  1.60it/s]
Epoch 0: |          | 1282/? [13:18<00:00,  1.60it/s]
Epoch 0: |          | 1282/? [13:18<00:00,  1.60it/s]
Epoch 0: |          | 1283/? [13:19<00:00,  1.60it/s]
Epoch 0: |          | 1283/? [13:19<00:00,  1.60it/s]
Epoch 0: |          | 1284/? [13:20<00:00,  1.60it/s]
Epoch 0: |          | 1284/? [13:20<00:00,  1.60it/s]
Epoch 0: |          | 1285/? [13:20<00:00,  1.61it/s]
Epoch 0: |          | 1285/? [13:20<00:00,  1.61it/s]
Epoch 0: |          | 1286/? [13:21<00:00,  1.61it/s]
Epoch 0: |          | 1286/? [13:21<00:00,  1.61it/s]
Epoch 0: |          | 1287/? [13:21<00:00,  1.61it/s]
Epoch 0: |          | 1287/? [13:21<00:00,  1.61it/s]
Epoch 0: |          | 1288/? [13:22<00:00,  1.61it/s]
Epoch 0: |          | 1288/? [13:22<00:00,  1.61it/s]
Epoch 0: |          | 1289/? [13:23<00:00,  1.61it/s]
Epoch 0: |          | 1289/? [13:23<00:00,  1.61it/s]
Epoch 0: |          | 1290/? [13:23<00:00,  1.61it/s]
Epoch 0: |          | 1290/? [13:23<00:00,  1.61it/s]
Epoch 0: |          | 1291/? [13:24<00:00,  1.61it/s]
Epoch 0: |          | 1291/? [13:24<00:00,  1.61it/s]
Epoch 0: |          | 1292/? [13:24<00:00,  1.61it/s]
Epoch 0: |          | 1292/? [13:24<00:00,  1.61it/s]
Epoch 0: |          | 1293/? [13:25<00:00,  1.61it/s]
Epoch 0: |          | 1293/? [13:25<00:00,  1.61it/s]
Epoch 0: |          | 1294/? [13:26<00:00,  1.61it/s]
Epoch 0: |          | 1294/? [13:26<00:00,  1.61it/s]
Epoch 0: |          | 1295/? [13:26<00:00,  1.61it/s]
Epoch 0: |          | 1295/? [13:26<00:00,  1.61it/s]
Epoch 0: |          | 1296/? [13:27<00:00,  1.61it/s]
Epoch 0: |          | 1296/? [13:27<00:00,  1.61it/s]
Epoch 0: |          | 1297/? [13:27<00:00,  1.61it/s]
Epoch 0: |          | 1297/? [13:27<00:00,  1.61it/s]
Epoch 0: |          | 1298/? [13:28<00:00,  1.61it/s]
Epoch 0: |          | 1298/? [13:28<00:00,  1.61it/s]
Epoch 0: |          | 1299/? [13:29<00:00,  1.61it/s]
Epoch 0: |          | 1299/? [13:29<00:00,  1.61it/s]
Epoch 0: |          | 1300/? [13:29<00:00,  1.61it/s]
Epoch 0: |          | 1300/? [13:29<00:00,  1.61it/s]
Epoch 0: |          | 1301/? [13:30<00:00,  1.61it/s]
Epoch 0: |          | 1301/? [13:30<00:00,  1.61it/s]
Epoch 0: |          | 1302/? [13:30<00:00,  1.61it/s]
Epoch 0: |          | 1302/? [13:30<00:00,  1.61it/s]
Epoch 0: |          | 1303/? [13:31<00:00,  1.61it/s]
Epoch 0: |          | 1303/? [13:31<00:00,  1.61it/s]
Epoch 0: |          | 1304/? [13:32<00:00,  1.61it/s]
Epoch 0: |          | 1304/? [13:32<00:00,  1.61it/s]
Epoch 0: |          | 1305/? [13:32<00:00,  1.61it/s]
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Epoch 0: |          | 1306/? [13:33<00:00,  1.61it/s]
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Epoch 0: |          | 1307/? [13:33<00:00,  1.61it/s]
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Epoch 0: |          | 1308/? [13:34<00:00,  1.61it/s]
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Epoch 0: |          | 1309/? [13:35<00:00,  1.61it/s]
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Epoch 0: |          | 1310/? [13:35<00:00,  1.61it/s]
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Epoch 0: |          | 1311/? [13:36<00:00,  1.61it/s]
Epoch 0: |          | 1311/? [13:36<00:00,  1.61it/s]
Epoch 0: |          | 1312/? [13:36<00:00,  1.61it/s]
Epoch 0: |          | 1312/? [13:36<00:00,  1.61it/s]
Epoch 0: |          | 1313/? [13:37<00:00,  1.61it/s]
Epoch 0: |          | 1313/? [13:37<00:00,  1.61it/s]
Epoch 0: |          | 1314/? [13:37<00:00,  1.61it/s]
Epoch 0: |          | 1314/? [13:37<00:00,  1.61it/s]
Epoch 0: |          | 1315/? [13:38<00:00,  1.61it/s]
Epoch 0: |          | 1315/? [13:38<00:00,  1.61it/s]
Epoch 0: |          | 1316/? [13:39<00:00,  1.61it/s]
Epoch 0: |          | 1316/? [13:39<00:00,  1.61it/s]
Epoch 0: |          | 1317/? [13:39<00:00,  1.61it/s]
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Epoch 0: |          | 1318/? [13:40<00:00,  1.61it/s]
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Epoch 0: |          | 1319/? [13:40<00:00,  1.61it/s]
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Epoch 0: |          | 1320/? [13:41<00:00,  1.61it/s]
Epoch 0: |          | 1320/? [13:41<00:00,  1.61it/s]
Epoch 0: |          | 1321/? [13:42<00:00,  1.61it/s]
Epoch 0: |          | 1321/? [13:42<00:00,  1.61it/s]
Epoch 0: |          | 1322/? [13:42<00:00,  1.61it/s]
Epoch 0: |          | 1322/? [13:42<00:00,  1.61it/s]
Epoch 0: |          | 1323/? [13:43<00:00,  1.61it/s]
Epoch 0: |          | 1323/? [13:43<00:00,  1.61it/s]
Epoch 0: |          | 1324/? [13:43<00:00,  1.61it/s]
Epoch 0: |          | 1324/? [13:43<00:00,  1.61it/s]
Epoch 0: |          | 1325/? [13:44<00:00,  1.61it/s]
Epoch 0: |          | 1325/? [13:44<00:00,  1.61it/s]
Epoch 0: |          | 1326/? [13:45<00:00,  1.61it/s]
Epoch 0: |          | 1326/? [13:45<00:00,  1.61it/s]
Epoch 0: |          | 1327/? [13:45<00:00,  1.61it/s]
Epoch 0: |          | 1327/? [13:45<00:00,  1.61it/s]
Epoch 0: |          | 1328/? [13:46<00:00,  1.61it/s]
Epoch 0: |          | 1328/? [13:46<00:00,  1.61it/s]
Epoch 0: |          | 1329/? [13:46<00:00,  1.61it/s]
Epoch 0: |          | 1329/? [13:46<00:00,  1.61it/s]
Epoch 0: |          | 1330/? [13:47<00:00,  1.61it/s]
Epoch 0: |          | 1330/? [13:47<00:00,  1.61it/s]
Epoch 0: |          | 1331/? [13:48<00:00,  1.61it/s]
Epoch 0: |          | 1331/? [13:48<00:00,  1.61it/s]
Epoch 0: |          | 1332/? [13:48<00:00,  1.61it/s]
Epoch 0: |          | 1332/? [13:48<00:00,  1.61it/s]
Epoch 0: |          | 1333/? [13:49<00:00,  1.61it/s]
Epoch 0: |          | 1333/? [13:49<00:00,  1.61it/s]
Epoch 0: |          | 1334/? [13:49<00:00,  1.61it/s]
Epoch 0: |          | 1334/? [13:49<00:00,  1.61it/s]
Epoch 0: |          | 1335/? [13:50<00:00,  1.61it/s]
Epoch 0: |          | 1335/? [13:50<00:00,  1.61it/s]
Epoch 0: |          | 1336/? [13:51<00:00,  1.61it/s]
Epoch 0: |          | 1336/? [13:51<00:00,  1.61it/s]
Epoch 0: |          | 1337/? [13:51<00:00,  1.61it/s]
Epoch 0: |          | 1337/? [13:51<00:00,  1.61it/s]
Epoch 0: |          | 1338/? [13:52<00:00,  1.61it/s]
Epoch 0: |          | 1338/? [13:52<00:00,  1.61it/s]
Epoch 0: |          | 1339/? [13:52<00:00,  1.61it/s]
Epoch 0: |          | 1339/? [13:52<00:00,  1.61it/s]
Epoch 0: |          | 1340/? [13:53<00:00,  1.61it/s]
Epoch 0: |          | 1340/? [13:53<00:00,  1.61it/s]
Epoch 0: |          | 1341/? [13:54<00:00,  1.61it/s]
Epoch 0: |          | 1341/? [13:54<00:00,  1.61it/s]
Epoch 0: |          | 1342/? [13:54<00:00,  1.61it/s]
Epoch 0: |          | 1342/? [13:54<00:00,  1.61it/s]
Epoch 0: |          | 1343/? [13:55<00:00,  1.61it/s]
Epoch 0: |          | 1343/? [13:55<00:00,  1.61it/s]
Epoch 0: |          | 1344/? [13:55<00:00,  1.61it/s]
Epoch 0: |          | 1344/? [13:55<00:00,  1.61it/s]
Epoch 0: |          | 1345/? [13:56<00:00,  1.61it/s]
Epoch 0: |          | 1345/? [13:56<00:00,  1.61it/s]
Epoch 0: |          | 1346/? [13:56<00:00,  1.61it/s]
Epoch 0: |          | 1346/? [13:56<00:00,  1.61it/s]
Epoch 0: |          | 1347/? [13:57<00:00,  1.61it/s]
Epoch 0: |          | 1347/? [13:57<00:00,  1.61it/s]
Epoch 0: |          | 1348/? [13:58<00:00,  1.61it/s]
Epoch 0: |          | 1348/? [13:58<00:00,  1.61it/s]
Epoch 0: |          | 1349/? [13:58<00:00,  1.61it/s]
Epoch 0: |          | 1349/? [13:58<00:00,  1.61it/s]
Epoch 0: |          | 1350/? [13:59<00:00,  1.61it/s]
Epoch 0: |          | 1350/? [13:59<00:00,  1.61it/s]
Epoch 0: |          | 1351/? [13:59<00:00,  1.61it/s]
Epoch 0: |          | 1351/? [13:59<00:00,  1.61it/s]
Epoch 0: |          | 1352/? [14:00<00:00,  1.61it/s]
Epoch 0: |          | 1352/? [14:00<00:00,  1.61it/s]
Epoch 0: |          | 1353/? [14:01<00:00,  1.61it/s]
Epoch 0: |          | 1353/? [14:01<00:00,  1.61it/s]
Epoch 0: |          | 1354/? [14:01<00:00,  1.61it/s]
Epoch 0: |          | 1354/? [14:01<00:00,  1.61it/s]
Epoch 0: |          | 1355/? [14:02<00:00,  1.61it/s]
Epoch 0: |          | 1355/? [14:02<00:00,  1.61it/s]
Epoch 0: |          | 1356/? [14:02<00:00,  1.61it/s]
Epoch 0: |          | 1356/? [14:02<00:00,  1.61it/s]
Epoch 0: |          | 1357/? [14:03<00:00,  1.61it/s]
Epoch 0: |          | 1357/? [14:03<00:00,  1.61it/s]
Epoch 0: |          | 1358/? [14:04<00:00,  1.61it/s]
Epoch 0: |          | 1358/? [14:04<00:00,  1.61it/s]
Epoch 0: |          | 1359/? [14:04<00:00,  1.61it/s]
Epoch 0: |          | 1359/? [14:04<00:00,  1.61it/s]
Epoch 0: |          | 1360/? [14:05<00:00,  1.61it/s]
Epoch 0: |          | 1360/? [14:05<00:00,  1.61it/s]
Epoch 0: |          | 1361/? [14:05<00:00,  1.61it/s]
Epoch 0: |          | 1361/? [14:05<00:00,  1.61it/s]
Epoch 0: |          | 1362/? [14:06<00:00,  1.61it/s]
Epoch 0: |          | 1362/? [14:06<00:00,  1.61it/s]
Epoch 0: |          | 1363/? [14:07<00:00,  1.61it/s]
Epoch 0: |          | 1363/? [14:07<00:00,  1.61it/s]
Epoch 0: |          | 1364/? [14:07<00:00,  1.61it/s]
Epoch 0: |          | 1364/? [14:07<00:00,  1.61it/s]
Epoch 0: |          | 1365/? [14:08<00:00,  1.61it/s]
Epoch 0: |          | 1365/? [14:08<00:00,  1.61it/s]
Epoch 0: |          | 1366/? [14:08<00:00,  1.61it/s]
Epoch 0: |          | 1366/? [14:08<00:00,  1.61it/s]
Epoch 0: |          | 1367/? [14:09<00:00,  1.61it/s]
Epoch 0: |          | 1367/? [14:09<00:00,  1.61it/s]
Epoch 0: |          | 1368/? [14:10<00:00,  1.61it/s]
Epoch 0: |          | 1368/? [14:10<00:00,  1.61it/s]
Epoch 0: |          | 1369/? [14:10<00:00,  1.61it/s]
Epoch 0: |          | 1369/? [14:10<00:00,  1.61it/s]
Epoch 0: |          | 1370/? [14:11<00:00,  1.61it/s]
Epoch 0: |          | 1370/? [14:11<00:00,  1.61it/s]
Epoch 0: |          | 1371/? [14:11<00:00,  1.61it/s]
Epoch 0: |          | 1371/? [14:11<00:00,  1.61it/s]
Epoch 0: |          | 1372/? [14:12<00:00,  1.61it/s]
Epoch 0: |          | 1372/? [14:12<00:00,  1.61it/s]
Epoch 0: |          | 1373/? [14:13<00:00,  1.61it/s]
Epoch 0: |          | 1373/? [14:13<00:00,  1.61it/s]
Epoch 0: |          | 1374/? [14:13<00:00,  1.61it/s]
Epoch 0: |          | 1374/? [14:13<00:00,  1.61it/s]
Epoch 0: |          | 1375/? [14:14<00:00,  1.61it/s]
Epoch 0: |          | 1375/? [14:14<00:00,  1.61it/s]
Epoch 0: |          | 1376/? [14:14<00:00,  1.61it/s]
Epoch 0: |          | 1376/? [14:14<00:00,  1.61it/s]
Epoch 0: |          | 1377/? [14:15<00:00,  1.61it/s]
Epoch 0: |          | 1377/? [14:15<00:00,  1.61it/s]
Epoch 0: |          | 1378/? [14:16<00:00,  1.61it/s]
Epoch 0: |          | 1378/? [14:16<00:00,  1.61it/s]
Epoch 0: |          | 1379/? [14:16<00:00,  1.61it/s]
Epoch 0: |          | 1379/? [14:16<00:00,  1.61it/s]
Epoch 0: |          | 1380/? [14:17<00:00,  1.61it/s]
Epoch 0: |          | 1380/? [14:17<00:00,  1.61it/s]
Epoch 0: |          | 1381/? [14:17<00:00,  1.61it/s]
Epoch 0: |          | 1381/? [14:17<00:00,  1.61it/s]
Epoch 0: |          | 1382/? [14:18<00:00,  1.61it/s]
Epoch 0: |          | 1382/? [14:18<00:00,  1.61it/s]
Epoch 0: |          | 1383/? [14:19<00:00,  1.61it/s]
Epoch 0: |          | 1383/? [14:19<00:00,  1.61it/s]
Epoch 0: |          | 1384/? [14:19<00:00,  1.61it/s]
Epoch 0: |          | 1384/? [14:19<00:00,  1.61it/s]
Epoch 0: |          | 1385/? [14:20<00:00,  1.61it/s]
Epoch 0: |          | 1385/? [14:20<00:00,  1.61it/s]
Epoch 0: |          | 1386/? [14:20<00:00,  1.61it/s]
Epoch 0: |          | 1386/? [14:20<00:00,  1.61it/s]
Epoch 0: |          | 1387/? [14:21<00:00,  1.61it/s]
Epoch 0: |          | 1387/? [14:21<00:00,  1.61it/s]
Epoch 0: |          | 1388/? [14:22<00:00,  1.61it/s]
Epoch 0: |          | 1388/? [14:22<00:00,  1.61it/s]
Epoch 0: |          | 1389/? [14:22<00:00,  1.61it/s]
Epoch 0: |          | 1389/? [14:22<00:00,  1.61it/s]
Epoch 0: |          | 1390/? [14:23<00:00,  1.61it/s]
Epoch 0: |          | 1390/? [14:23<00:00,  1.61it/s]
Epoch 0: |          | 1391/? [14:23<00:00,  1.61it/s]
Epoch 0: |          | 1391/? [14:23<00:00,  1.61it/s]
Epoch 0: |          | 1392/? [14:24<00:00,  1.61it/s]
Epoch 0: |          | 1392/? [14:24<00:00,  1.61it/s]
Epoch 0: |          | 1393/? [14:25<00:00,  1.61it/s]
Epoch 0: |          | 1393/? [14:25<00:00,  1.61it/s]
Epoch 0: |          | 1394/? [14:25<00:00,  1.61it/s]
Epoch 0: |          | 1394/? [14:25<00:00,  1.61it/s]
Epoch 0: |          | 1395/? [14:26<00:00,  1.61it/s]
Epoch 0: |          | 1395/? [14:26<00:00,  1.61it/s]
Epoch 0: |          | 1396/? [14:26<00:00,  1.61it/s]
Epoch 0: |          | 1396/? [14:26<00:00,  1.61it/s]
Epoch 0: |          | 1397/? [14:27<00:00,  1.61it/s]
Epoch 0: |          | 1397/? [14:27<00:00,  1.61it/s]
Epoch 0: |          | 1398/? [14:28<00:00,  1.61it/s]
Epoch 0: |          | 1398/? [14:28<00:00,  1.61it/s]
Epoch 0: |          | 1399/? [14:28<00:00,  1.61it/s]
Epoch 0: |          | 1399/? [14:28<00:00,  1.61it/s]
Epoch 0: |          | 1400/? [14:29<00:00,  1.61it/s]
Epoch 0: |          | 1400/? [14:29<00:00,  1.61it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:02,  1.31it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.25it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:02<00:00,  1.28it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:03<00:00,  1.27it/s]

Epoch 0: |          | 1400/? [14:32<00:00,  1.60it/s]
Epoch 0: |          | 1401/? [14:32<00:00,  1.60it/s]
Epoch 0: |          | 1401/? [14:32<00:00,  1.60it/s]
Epoch 0: |          | 1402/? [14:33<00:00,  1.60it/s]
Epoch 0: |          | 1402/? [14:33<00:00,  1.60it/s]
Epoch 0: |          | 1403/? [14:34<00:00,  1.60it/s]
Epoch 0: |          | 1403/? [14:34<00:00,  1.60it/s]
Epoch 0: |          | 1404/? [14:34<00:00,  1.60it/s]
Epoch 0: |          | 1404/? [14:34<00:00,  1.60it/s]
Epoch 0: |          | 1405/? [14:35<00:00,  1.61it/s]
Epoch 0: |          | 1405/? [14:35<00:00,  1.61it/s]
Epoch 0: |          | 1406/? [14:35<00:00,  1.61it/s]
Epoch 0: |          | 1406/? [14:35<00:00,  1.61it/s]
Epoch 0: |          | 1407/? [14:36<00:00,  1.61it/s]
Epoch 0: |          | 1407/? [14:36<00:00,  1.61it/s]
Epoch 0: |          | 1408/? [14:37<00:00,  1.61it/s]
Epoch 0: |          | 1408/? [14:37<00:00,  1.61it/s]
Epoch 0: |          | 1409/? [14:37<00:00,  1.61it/s]
Epoch 0: |          | 1409/? [14:37<00:00,  1.61it/s]
Epoch 0: |          | 1410/? [14:38<00:00,  1.61it/s]
Epoch 0: |          | 1410/? [14:38<00:00,  1.61it/s]
Epoch 0: |          | 1411/? [14:38<00:00,  1.61it/s]
Epoch 0: |          | 1411/? [14:38<00:00,  1.61it/s]
Epoch 0: |          | 1412/? [14:39<00:00,  1.61it/s]
Epoch 0: |          | 1412/? [14:39<00:00,  1.61it/s]
Epoch 0: |          | 1413/? [14:40<00:00,  1.61it/s]
Epoch 0: |          | 1413/? [14:40<00:00,  1.61it/s]
Epoch 0: |          | 1414/? [14:40<00:00,  1.61it/s]
Epoch 0: |          | 1414/? [14:40<00:00,  1.61it/s]
Epoch 0: |          | 1415/? [14:41<00:00,  1.61it/s]
Epoch 0: |          | 1415/? [14:41<00:00,  1.61it/s]
Epoch 0: |          | 1416/? [14:42<00:00,  1.61it/s]
Epoch 0: |          | 1416/? [14:42<00:00,  1.61it/s]
Epoch 0: |          | 1417/? [14:42<00:00,  1.61it/s]
Epoch 0: |          | 1417/? [14:42<00:00,  1.61it/s]
Epoch 0: |          | 1418/? [14:43<00:00,  1.61it/s]
Epoch 0: |          | 1418/? [14:43<00:00,  1.61it/s]
Epoch 0: |          | 1419/? [14:43<00:00,  1.61it/s]
Epoch 0: |          | 1419/? [14:43<00:00,  1.61it/s]
Epoch 0: |          | 1420/? [14:44<00:00,  1.61it/s]
Epoch 0: |          | 1420/? [14:44<00:00,  1.61it/s]
Epoch 0: |          | 1421/? [14:45<00:00,  1.61it/s]
Epoch 0: |          | 1421/? [14:45<00:00,  1.61it/s]
Epoch 0: |          | 1422/? [14:45<00:00,  1.61it/s]
Epoch 0: |          | 1422/? [14:45<00:00,  1.61it/s]
Epoch 0: |          | 1423/? [14:46<00:00,  1.61it/s]
Epoch 0: |          | 1423/? [14:46<00:00,  1.61it/s]
Epoch 0: |          | 1424/? [14:46<00:00,  1.61it/s]
Epoch 0: |          | 1424/? [14:46<00:00,  1.61it/s]
Epoch 0: |          | 1425/? [14:47<00:00,  1.61it/s]
Epoch 0: |          | 1425/? [14:47<00:00,  1.61it/s]
Epoch 0: |          | 1426/? [14:48<00:00,  1.61it/s]
Epoch 0: |          | 1426/? [14:48<00:00,  1.61it/s]
Epoch 0: |          | 1427/? [14:48<00:00,  1.61it/s]
Epoch 0: |          | 1427/? [14:48<00:00,  1.61it/s]
Epoch 0: |          | 1428/? [14:49<00:00,  1.61it/s]
Epoch 0: |          | 1428/? [14:49<00:00,  1.61it/s]
Epoch 0: |          | 1429/? [14:49<00:00,  1.61it/s]
Epoch 0: |          | 1429/? [14:49<00:00,  1.61it/s]
Epoch 0: |          | 1430/? [14:50<00:00,  1.61it/s]
Epoch 0: |          | 1430/? [14:50<00:00,  1.61it/s]
Epoch 0: |          | 1431/? [14:51<00:00,  1.61it/s]
Epoch 0: |          | 1431/? [14:51<00:00,  1.61it/s]
Epoch 0: |          | 1432/? [14:51<00:00,  1.61it/s]
Epoch 0: |          | 1432/? [14:51<00:00,  1.61it/s]
Epoch 0: |          | 1433/? [14:52<00:00,  1.61it/s]
Epoch 0: |          | 1433/? [14:52<00:00,  1.61it/s]
Epoch 0: |          | 1434/? [14:52<00:00,  1.61it/s]
Epoch 0: |          | 1434/? [14:52<00:00,  1.61it/s]
Epoch 0: |          | 1435/? [14:53<00:00,  1.61it/s]
Epoch 0: |          | 1435/? [14:53<00:00,  1.61it/s]
Epoch 0: |          | 1436/? [14:54<00:00,  1.61it/s]
Epoch 0: |          | 1436/? [14:54<00:00,  1.61it/s]
Epoch 0: |          | 1437/? [14:54<00:00,  1.61it/s]
Epoch 0: |          | 1437/? [14:54<00:00,  1.61it/s]
Epoch 0: |          | 1438/? [14:55<00:00,  1.61it/s]
Epoch 0: |          | 1438/? [14:55<00:00,  1.61it/s]
Epoch 0: |          | 1439/? [14:55<00:00,  1.61it/s]
Epoch 0: |          | 1439/? [14:55<00:00,  1.61it/s]
Epoch 0: |          | 1440/? [14:56<00:00,  1.61it/s]
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Epoch 0: |          | 1580/? [16:19<00:00,  1.61it/s]
Epoch 0: |          | 1580/? [16:19<00:00,  1.61it/s]
Epoch 0: |          | 1581/? [16:19<00:00,  1.61it/s]
Epoch 0: |          | 1581/? [16:19<00:00,  1.61it/s]
Epoch 0: |          | 1582/? [16:20<00:00,  1.61it/s]
Epoch 0: |          | 1582/? [16:20<00:00,  1.61it/s]
Epoch 0: |          | 1583/? [16:21<00:00,  1.61it/s]
Epoch 0: |          | 1583/? [16:21<00:00,  1.61it/s]
Epoch 0: |          | 1584/? [16:21<00:00,  1.61it/s]
Epoch 0: |          | 1584/? [16:21<00:00,  1.61it/s]
Epoch 0: |          | 1585/? [16:22<00:00,  1.61it/s]
Epoch 0: |          | 1585/? [16:22<00:00,  1.61it/s]
Epoch 0: |          | 1586/? [16:22<00:00,  1.61it/s]
Epoch 0: |          | 1586/? [16:22<00:00,  1.61it/s]
Epoch 0: |          | 1587/? [16:23<00:00,  1.61it/s]
Epoch 0: |          | 1587/? [16:23<00:00,  1.61it/s]
Epoch 0: |          | 1588/? [16:24<00:00,  1.61it/s]
Epoch 0: |          | 1588/? [16:24<00:00,  1.61it/s]
Epoch 0: |          | 1589/? [16:24<00:00,  1.61it/s]
Epoch 0: |          | 1589/? [16:24<00:00,  1.61it/s]
Epoch 0: |          | 1590/? [16:25<00:00,  1.61it/s]
Epoch 0: |          | 1590/? [16:25<00:00,  1.61it/s]
Epoch 0: |          | 1591/? [16:25<00:00,  1.61it/s]
Epoch 0: |          | 1591/? [16:25<00:00,  1.61it/s]
Epoch 0: |          | 1592/? [16:26<00:00,  1.61it/s]
Epoch 0: |          | 1592/? [16:26<00:00,  1.61it/s]
Epoch 0: |          | 1593/? [16:26<00:00,  1.61it/s]
Epoch 0: |          | 1593/? [16:26<00:00,  1.61it/s]
Epoch 0: |          | 1594/? [16:27<00:00,  1.61it/s]
Epoch 0: |          | 1594/? [16:27<00:00,  1.61it/s]
Epoch 0: |          | 1595/? [16:28<00:00,  1.61it/s]
Epoch 0: |          | 1595/? [16:28<00:00,  1.61it/s]
Epoch 0: |          | 1596/? [16:28<00:00,  1.61it/s]
Epoch 0: |          | 1596/? [16:28<00:00,  1.61it/s]
Epoch 0: |          | 1597/? [16:29<00:00,  1.61it/s]
Epoch 0: |          | 1597/? [16:29<00:00,  1.61it/s]
Epoch 0: |          | 1598/? [16:29<00:00,  1.61it/s]
Epoch 0: |          | 1598/? [16:29<00:00,  1.61it/s]
Epoch 0: |          | 1599/? [16:30<00:00,  1.61it/s]
Epoch 0: |          | 1599/? [16:30<00:00,  1.61it/s]
Epoch 0: |          | 1600/? [16:30<00:00,  1.61it/s]
Epoch 0: |          | 1600/? [16:30<00:00,  1.61it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:02,  1.36it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:01<00:01,  1.31it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:02<00:00,  1.34it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:03<00:00,  1.32it/s]

Epoch 0: |          | 1600/? [16:33<00:00,  1.61it/s]
Epoch 0: |          | 1601/? [16:34<00:00,  1.61it/s]
Epoch 0: |          | 1601/? [16:34<00:00,  1.61it/s]
Epoch 0: |          | 1602/? [16:35<00:00,  1.61it/s]
Epoch 0: |          | 1602/? [16:35<00:00,  1.61it/s]
Epoch 0: |          | 1603/? [16:35<00:00,  1.61it/s]
Epoch 0: |          | 1603/? [16:35<00:00,  1.61it/s]
Epoch 0: |          | 1604/? [16:36<00:00,  1.61it/s]
Epoch 0: |          | 1604/? [16:36<00:00,  1.61it/s]
Epoch 0: |          | 1605/? [16:36<00:00,  1.61it/s]
Epoch 0: |          | 1605/? [16:36<00:00,  1.61it/s]
Epoch 0: |          | 1606/? [16:37<00:00,  1.61it/s]
Epoch 0: |          | 1606/? [16:37<00:00,  1.61it/s]
Epoch 0: |          | 1607/? [16:38<00:00,  1.61it/s]
Epoch 0: |          | 1607/? [16:38<00:00,  1.61it/s]
Epoch 0: |          | 1608/? [16:38<00:00,  1.61it/s]
Epoch 0: |          | 1608/? [16:38<00:00,  1.61it/s]
Epoch 0: |          | 1609/? [16:39<00:00,  1.61it/s]
Epoch 0: |          | 1609/? [16:39<00:00,  1.61it/s]
Epoch 0: |          | 1610/? [16:39<00:00,  1.61it/s]
Epoch 0: |          | 1610/? [16:39<00:00,  1.61it/s]
Epoch 0: |          | 1611/? [16:40<00:00,  1.61it/s]
Epoch 0: |          | 1611/? [16:40<00:00,  1.61it/s]
Epoch 0: |          | 1612/? [16:40<00:00,  1.61it/s]
Epoch 0: |          | 1612/? [16:40<00:00,  1.61it/s]
Epoch 0: |          | 1613/? [16:41<00:00,  1.61it/s]
Epoch 0: |          | 1613/? [16:41<00:00,  1.61it/s]
Epoch 0: |          | 1614/? [16:42<00:00,  1.61it/s]
Epoch 0: |          | 1614/? [16:42<00:00,  1.61it/s]
Epoch 0: |          | 1615/? [16:42<00:00,  1.61it/s]
Epoch 0: |          | 1615/? [16:42<00:00,  1.61it/s]
Epoch 0: |          | 1616/? [16:43<00:00,  1.61it/s]
Epoch 0: |          | 1616/? [16:43<00:00,  1.61it/s]
Epoch 0: |          | 1617/? [16:43<00:00,  1.61it/s]
Epoch 0: |          | 1617/? [16:43<00:00,  1.61it/s]
Epoch 0: |          | 1618/? [16:44<00:00,  1.61it/s]
Epoch 0: |          | 1618/? [16:44<00:00,  1.61it/s]
Epoch 0: |          | 1619/? [16:44<00:00,  1.61it/s]
Epoch 0: |          | 1619/? [16:44<00:00,  1.61it/s]
Epoch 0: |          | 1620/? [16:45<00:00,  1.61it/s]
Epoch 0: |          | 1620/? [16:45<00:00,  1.61it/s]
Epoch 0: |          | 1621/? [16:46<00:00,  1.61it/s]
Epoch 0: |          | 1621/? [16:46<00:00,  1.61it/s]
Epoch 0: |          | 1622/? [16:46<00:00,  1.61it/s]
Epoch 0: |          | 1622/? [16:46<00:00,  1.61it/s]
Epoch 0: |          | 1623/? [16:47<00:00,  1.61it/s]
Epoch 0: |          | 1623/? [16:47<00:00,  1.61it/s]
Epoch 0: |          | 1624/? [16:47<00:00,  1.61it/s]
Epoch 0: |          | 1624/? [16:47<00:00,  1.61it/s]
Epoch 0: |          | 1625/? [16:48<00:00,  1.61it/s]
Epoch 0: |          | 1625/? [16:48<00:00,  1.61it/s]
Epoch 0: |          | 1626/? [16:48<00:00,  1.61it/s]
Epoch 0: |          | 1626/? [16:48<00:00,  1.61it/s]
Epoch 0: |          | 1627/? [16:49<00:00,  1.61it/s]
Epoch 0: |          | 1627/? [16:49<00:00,  1.61it/s]
Epoch 0: |          | 1628/? [16:50<00:00,  1.61it/s]
Epoch 0: |          | 1628/? [16:50<00:00,  1.61it/s]
Epoch 0: |          | 1629/? [16:50<00:00,  1.61it/s]
Epoch 0: |          | 1629/? [16:50<00:00,  1.61it/s]
Epoch 0: |          | 1630/? [16:51<00:00,  1.61it/s]
Epoch 0: |          | 1630/? [16:51<00:00,  1.61it/s]
Epoch 0: |          | 1631/? [16:51<00:00,  1.61it/s]
Epoch 0: |          | 1631/? [16:51<00:00,  1.61it/s]
Epoch 0: |          | 1632/? [16:52<00:00,  1.61it/s]
Epoch 0: |          | 1632/? [16:52<00:00,  1.61it/s]
Epoch 0: |          | 1633/? [16:53<00:00,  1.61it/s]
Epoch 0: |          | 1633/? [16:53<00:00,  1.61it/s]
Epoch 0: |          | 1634/? [16:53<00:00,  1.61it/s]
Epoch 0: |          | 1634/? [16:53<00:00,  1.61it/s]
Epoch 0: |          | 1635/? [16:54<00:00,  1.61it/s]
Epoch 0: |          | 1635/? [16:54<00:00,  1.61it/s]
Epoch 0: |          | 1636/? [16:54<00:00,  1.61it/s]
Epoch 0: |          | 1636/? [16:54<00:00,  1.61it/s]
Epoch 0: |          | 1637/? [16:55<00:00,  1.61it/s]
Epoch 0: |          | 1637/? [16:55<00:00,  1.61it/s]
Epoch 0: |          | 1638/? [16:55<00:00,  1.61it/s]
Epoch 0: |          | 1638/? [16:55<00:00,  1.61it/s]
Epoch 0: |          | 1639/? [16:56<00:00,  1.61it/s]
Epoch 0: |          | 1639/? [16:56<00:00,  1.61it/s]
Epoch 0: |          | 1640/? [16:57<00:00,  1.61it/s]
Epoch 0: |          | 1640/? [16:57<00:00,  1.61it/s]
Epoch 0: |          | 1641/? [16:57<00:00,  1.61it/s]
Epoch 0: |          | 1641/? [16:57<00:00,  1.61it/s]
Epoch 0: |          | 1642/? [16:58<00:00,  1.61it/s]
Epoch 0: |          | 1642/? [16:58<00:00,  1.61it/s]
Epoch 0: |          | 1643/? [16:58<00:00,  1.61it/s]
Epoch 0: |          | 1643/? [16:58<00:00,  1.61it/s]
Epoch 0: |          | 1644/? [16:59<00:00,  1.61it/s]
Epoch 0: |          | 1644/? [16:59<00:00,  1.61it/s]
Epoch 0: |          | 1645/? [16:59<00:00,  1.61it/s]
Epoch 0: |          | 1645/? [16:59<00:00,  1.61it/s]
Epoch 0: |          | 1646/? [17:00<00:00,  1.61it/s]
Epoch 0: |          | 1646/? [17:00<00:00,  1.61it/s]
Epoch 0: |          | 1647/? [17:01<00:00,  1.61it/s]
Epoch 0: |          | 1647/? [17:01<00:00,  1.61it/s]
Epoch 0: |          | 1648/? [17:01<00:00,  1.61it/s]
Epoch 0: |          | 1648/? [17:01<00:00,  1.61it/s]
Epoch 0: |          | 1649/? [17:02<00:00,  1.61it/s]
Epoch 0: |          | 1649/? [17:02<00:00,  1.61it/s]
Epoch 0: |          | 1650/? [17:02<00:00,  1.61it/s]
Epoch 0: |          | 1650/? [17:02<00:00,  1.61it/s]
Epoch 0: |          | 1651/? [17:03<00:00,  1.61it/s]
Epoch 0: |          | 1651/? [17:03<00:00,  1.61it/s]
Epoch 0: |          | 1652/? [17:04<00:00,  1.61it/s]
Epoch 0: |          | 1652/? [17:04<00:00,  1.61it/s]
Epoch 0: |          | 1653/? [17:04<00:00,  1.61it/s]
Epoch 0: |          | 1653/? [17:04<00:00,  1.61it/s]
Epoch 0: |          | 1654/? [17:05<00:00,  1.61it/s]
Epoch 0: |          | 1654/? [17:05<00:00,  1.61it/s]
Epoch 0: |          | 1655/? [17:05<00:00,  1.61it/s]
Epoch 0: |          | 1655/? [17:05<00:00,  1.61it/s]
Epoch 0: |          | 1656/? [17:06<00:00,  1.61it/s]
Epoch 0: |          | 1656/? [17:06<00:00,  1.61it/s]
Epoch 0: |          | 1657/? [17:06<00:00,  1.61it/s]
Epoch 0: |          | 1657/? [17:06<00:00,  1.61it/s]
Epoch 0: |          | 1658/? [17:07<00:00,  1.61it/s]
Epoch 0: |          | 1658/? [17:07<00:00,  1.61it/s]
Epoch 0: |          | 1659/? [17:07<00:00,  1.61it/s]
Epoch 0: |          | 1659/? [17:07<00:00,  1.61it/s]
Epoch 0: |          | 1660/? [17:08<00:00,  1.61it/s]
Epoch 0: |          | 1660/? [17:08<00:00,  1.61it/s]
Epoch 0: |          | 1661/? [17:09<00:00,  1.61it/s]
Epoch 0: |          | 1661/? [17:09<00:00,  1.61it/s]
Epoch 0: |          | 1662/? [17:09<00:00,  1.61it/s]
Epoch 0: |          | 1662/? [17:09<00:00,  1.61it/s]
Epoch 0: |          | 1663/? [17:10<00:00,  1.61it/s]
Epoch 0: |          | 1663/? [17:10<00:00,  1.61it/s]
Epoch 0: |          | 1664/? [17:10<00:00,  1.61it/s]
Epoch 0: |          | 1664/? [17:10<00:00,  1.61it/s]
Epoch 0: |          | 1665/? [17:11<00:00,  1.61it/s]
Epoch 0: |          | 1665/? [17:11<00:00,  1.61it/s]
Epoch 0: |          | 1666/? [17:11<00:00,  1.61it/s]
Epoch 0: |          | 1666/? [17:11<00:00,  1.61it/s]
Epoch 0: |          | 1667/? [17:12<00:00,  1.61it/s]
Epoch 0: |          | 1667/? [17:12<00:00,  1.61it/s]
Epoch 0: |          | 1668/? [17:12<00:00,  1.61it/s]
Epoch 0: |          | 1668/? [17:12<00:00,  1.61it/s]
Epoch 0: |          | 1669/? [17:13<00:00,  1.62it/s]
Epoch 0: |          | 1669/? [17:13<00:00,  1.62it/s]
Epoch 0: |          | 1670/? [17:13<00:00,  1.62it/s]
Epoch 0: |          | 1670/? [17:13<00:00,  1.62it/s]
Epoch 0: |          | 1671/? [17:14<00:00,  1.62it/s]
Epoch 0: |          | 1671/? [17:14<00:00,  1.62it/s]
Epoch 0: |          | 1672/? [17:14<00:00,  1.62it/s]
Epoch 0: |          | 1672/? [17:14<00:00,  1.62it/s]
Epoch 0: |          | 1673/? [17:15<00:00,  1.62it/s]
Epoch 0: |          | 1673/? [17:15<00:00,  1.62it/s]
Epoch 0: |          | 1674/? [17:16<00:00,  1.62it/s]
Epoch 0: |          | 1674/? [17:16<00:00,  1.62it/s]
Epoch 0: |          | 1675/? [17:16<00:00,  1.62it/s]
Epoch 0: |          | 1675/? [17:16<00:00,  1.62it/s]
Epoch 0: |          | 1676/? [17:17<00:00,  1.62it/s]
Epoch 0: |          | 1676/? [17:17<00:00,  1.62it/s]
Epoch 0: |          | 1677/? [17:17<00:00,  1.62it/s]
Epoch 0: |          | 1677/? [17:17<00:00,  1.62it/s]
Epoch 0: |          | 1678/? [17:18<00:00,  1.62it/s]
Epoch 0: |          | 1678/? [17:18<00:00,  1.62it/s]
Epoch 0: |          | 1679/? [17:18<00:00,  1.62it/s]
Epoch 0: |          | 1679/? [17:18<00:00,  1.62it/s]
Epoch 0: |          | 1680/? [17:19<00:00,  1.62it/s]
Epoch 0: |          | 1680/? [17:19<00:00,  1.62it/s]
Epoch 0: |          | 1681/? [17:19<00:00,  1.62it/s]
Epoch 0: |          | 1681/? [17:19<00:00,  1.62it/s]
Epoch 0: |          | 1682/? [17:20<00:00,  1.62it/s]
Epoch 0: |          | 1682/? [17:20<00:00,  1.62it/s]
Epoch 0: |          | 1683/? [17:20<00:00,  1.62it/s]
Epoch 0: |          | 1683/? [17:20<00:00,  1.62it/s]
Epoch 0: |          | 1684/? [17:21<00:00,  1.62it/s]
Epoch 0: |          | 1684/? [17:21<00:00,  1.62it/s]
Epoch 0: |          | 1685/? [17:22<00:00,  1.62it/s]
Epoch 0: |          | 1685/? [17:22<00:00,  1.62it/s]
Epoch 0: |          | 1686/? [17:22<00:00,  1.62it/s]
Epoch 0: |          | 1686/? [17:22<00:00,  1.62it/s]
Epoch 0: |          | 1687/? [17:23<00:00,  1.62it/s]
Epoch 0: |          | 1687/? [17:23<00:00,  1.62it/s]
Epoch 0: |          | 1688/? [17:23<00:00,  1.62it/s]
Epoch 0: |          | 1688/? [17:23<00:00,  1.62it/s]
Epoch 0: |          | 1689/? [17:24<00:00,  1.62it/s]
Epoch 0: |          | 1689/? [17:24<00:00,  1.62it/s]
Epoch 0: |          | 1690/? [17:24<00:00,  1.62it/s]
Epoch 0: |          | 1690/? [17:24<00:00,  1.62it/s]
Epoch 0: |          | 1691/? [17:25<00:00,  1.62it/s]
Epoch 0: |          | 1691/? [17:25<00:00,  1.62it/s]
Epoch 0: |          | 1692/? [17:25<00:00,  1.62it/s]
Epoch 0: |          | 1692/? [17:25<00:00,  1.62it/s]
Epoch 0: |          | 1693/? [17:26<00:00,  1.62it/s]
Epoch 0: |          | 1693/? [17:26<00:00,  1.62it/s]
Epoch 0: |          | 1694/? [17:27<00:00,  1.62it/s]
Epoch 0: |          | 1694/? [17:27<00:00,  1.62it/s]
Epoch 0: |          | 1695/? [17:27<00:00,  1.62it/s]
Epoch 0: |          | 1695/? [17:27<00:00,  1.62it/s]
Epoch 0: |          | 1696/? [17:28<00:00,  1.62it/s]
Epoch 0: |          | 1696/? [17:28<00:00,  1.62it/s]
Epoch 0: |          | 1697/? [17:28<00:00,  1.62it/s]
Epoch 0: |          | 1697/? [17:28<00:00,  1.62it/s]
Epoch 0: |          | 1698/? [17:29<00:00,  1.62it/s]
Epoch 0: |          | 1698/? [17:29<00:00,  1.62it/s]
Epoch 0: |          | 1699/? [17:29<00:00,  1.62it/s]
Epoch 0: |          | 1699/? [17:29<00:00,  1.62it/s]
Epoch 0: |          | 1700/? [17:30<00:00,  1.62it/s]
Epoch 0: |          | 1700/? [17:30<00:00,  1.62it/s]
Epoch 0: |          | 1701/? [17:30<00:00,  1.62it/s]
Epoch 0: |          | 1701/? [17:30<00:00,  1.62it/s]
Epoch 0: |          | 1702/? [17:31<00:00,  1.62it/s]
Epoch 0: |          | 1702/? [17:31<00:00,  1.62it/s]
Epoch 0: |          | 1703/? [17:31<00:00,  1.62it/s]
Epoch 0: |          | 1703/? [17:31<00:00,  1.62it/s]
Epoch 0: |          | 1704/? [17:32<00:00,  1.62it/s]
Epoch 0: |          | 1704/? [17:32<00:00,  1.62it/s]
Epoch 0: |          | 1705/? [17:33<00:00,  1.62it/s]
Epoch 0: |          | 1705/? [17:33<00:00,  1.62it/s]
Epoch 0: |          | 1706/? [17:33<00:00,  1.62it/s]
Epoch 0: |          | 1706/? [17:33<00:00,  1.62it/s]
Epoch 0: |          | 1707/? [17:34<00:00,  1.62it/s]
Epoch 0: |          | 1707/? [17:34<00:00,  1.62it/s]
Epoch 0: |          | 1708/? [17:34<00:00,  1.62it/s]
Epoch 0: |          | 1708/? [17:34<00:00,  1.62it/s]
Epoch 0: |          | 1709/? [17:35<00:00,  1.62it/s]
Epoch 0: |          | 1709/? [17:35<00:00,  1.62it/s]
Epoch 0: |          | 1710/? [17:35<00:00,  1.62it/s]
Epoch 0: |          | 1710/? [17:35<00:00,  1.62it/s]
Epoch 0: |          | 1711/? [17:36<00:00,  1.62it/s]
Epoch 0: |          | 1711/? [17:36<00:00,  1.62it/s]
Epoch 0: |          | 1712/? [17:36<00:00,  1.62it/s]
Epoch 0: |          | 1712/? [17:36<00:00,  1.62it/s]
Epoch 0: |          | 1713/? [17:37<00:00,  1.62it/s]
Epoch 0: |          | 1713/? [17:37<00:00,  1.62it/s]
Epoch 0: |          | 1714/? [17:37<00:00,  1.62it/s]
Epoch 0: |          | 1714/? [17:37<00:00,  1.62it/s]
Epoch 0: |          | 1715/? [17:38<00:00,  1.62it/s]
Epoch 0: |          | 1715/? [17:38<00:00,  1.62it/s]
Epoch 0: |          | 1716/? [17:38<00:00,  1.62it/s]
Epoch 0: |          | 1716/? [17:38<00:00,  1.62it/s]
Epoch 0: |          | 1717/? [17:39<00:00,  1.62it/s]
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Epoch 0: |          | 1718/? [17:39<00:00,  1.62it/s]
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Epoch 0: |          | 1719/? [17:40<00:00,  1.62it/s]
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Epoch 0: |          | 1720/? [17:40<00:00,  1.62it/s]
Epoch 0: |          | 1720/? [17:40<00:00,  1.62it/s]
Epoch 0: |          | 1721/? [17:41<00:00,  1.62it/s]
Epoch 0: |          | 1721/? [17:41<00:00,  1.62it/s]
Epoch 0: |          | 1722/? [17:41<00:00,  1.62it/s]
Epoch 0: |          | 1722/? [17:41<00:00,  1.62it/s]
Epoch 0: |          | 1723/? [17:42<00:00,  1.62it/s]
Epoch 0: |          | 1723/? [17:42<00:00,  1.62it/s]
Epoch 0: |          | 1724/? [17:42<00:00,  1.62it/s]
Epoch 0: |          | 1724/? [17:42<00:00,  1.62it/s]
Epoch 0: |          | 1725/? [17:43<00:00,  1.62it/s]
Epoch 0: |          | 1725/? [17:43<00:00,  1.62it/s]
Epoch 0: |          | 1726/? [17:43<00:00,  1.62it/s]
Epoch 0: |          | 1726/? [17:43<00:00,  1.62it/s]
Epoch 0: |          | 1727/? [17:44<00:00,  1.62it/s]
Epoch 0: |          | 1727/? [17:44<00:00,  1.62it/s]
Epoch 0: |          | 1728/? [17:44<00:00,  1.62it/s]
Epoch 0: |          | 1728/? [17:44<00:00,  1.62it/s]
Epoch 0: |          | 1729/? [17:45<00:00,  1.62it/s]
Epoch 0: |          | 1729/? [17:45<00:00,  1.62it/s]
Epoch 0: |          | 1730/? [17:45<00:00,  1.62it/s]
Epoch 0: |          | 1730/? [17:45<00:00,  1.62it/s]
Epoch 0: |          | 1731/? [17:46<00:00,  1.62it/s]
Epoch 0: |          | 1731/? [17:46<00:00,  1.62it/s]
Epoch 0: |          | 1732/? [17:46<00:00,  1.62it/s]
Epoch 0: |          | 1732/? [17:46<00:00,  1.62it/s]
Epoch 0: |          | 1733/? [17:47<00:00,  1.62it/s]
Epoch 0: |          | 1733/? [17:47<00:00,  1.62it/s]
Epoch 0: |          | 1734/? [17:47<00:00,  1.62it/s]
Epoch 0: |          | 1734/? [17:47<00:00,  1.62it/s]
Epoch 0: |          | 1735/? [17:48<00:00,  1.62it/s]
Epoch 0: |          | 1735/? [17:48<00:00,  1.62it/s]
Epoch 0: |          | 1736/? [17:48<00:00,  1.62it/s]
Epoch 0: |          | 1736/? [17:48<00:00,  1.62it/s]
Epoch 0: |          | 1737/? [17:49<00:00,  1.62it/s]
Epoch 0: |          | 1737/? [17:49<00:00,  1.62it/s]
Epoch 0: |          | 1738/? [17:49<00:00,  1.62it/s]
Epoch 0: |          | 1738/? [17:49<00:00,  1.62it/s]
Epoch 0: |          | 1739/? [17:50<00:00,  1.62it/s]
Epoch 0: |          | 1739/? [17:50<00:00,  1.62it/s]
Epoch 0: |          | 1740/? [17:50<00:00,  1.62it/s]
Epoch 0: |          | 1740/? [17:50<00:00,  1.62it/s]
Epoch 0: |          | 1741/? [17:51<00:00,  1.62it/s]
Epoch 0: |          | 1741/? [17:51<00:00,  1.62it/s]
Epoch 0: |          | 1742/? [17:51<00:00,  1.63it/s]
Epoch 0: |          | 1742/? [17:51<00:00,  1.63it/s]
Epoch 0: |          | 1743/? [17:52<00:00,  1.63it/s]
Epoch 0: |          | 1743/? [17:52<00:00,  1.63it/s]
Epoch 0: |          | 1744/? [17:52<00:00,  1.63it/s]
Epoch 0: |          | 1744/? [17:52<00:00,  1.63it/s]
Epoch 0: |          | 1745/? [17:53<00:00,  1.63it/s]
Epoch 0: |          | 1745/? [17:53<00:00,  1.63it/s]
Epoch 0: |          | 1746/? [17:53<00:00,  1.63it/s]
Epoch 0: |          | 1746/? [17:53<00:00,  1.63it/s]
Epoch 0: |          | 1747/? [17:54<00:00,  1.63it/s]
Epoch 0: |          | 1747/? [17:54<00:00,  1.63it/s]
Epoch 0: |          | 1748/? [17:54<00:00,  1.63it/s]
Epoch 0: |          | 1748/? [17:54<00:00,  1.63it/s]
Epoch 0: |          | 1749/? [17:55<00:00,  1.63it/s]
Epoch 0: |          | 1749/? [17:55<00:00,  1.63it/s]
Epoch 0: |          | 1750/? [17:55<00:00,  1.63it/s]
Epoch 0: |          | 1750/? [17:55<00:00,  1.63it/s]
Epoch 0: |          | 1751/? [17:56<00:00,  1.63it/s]
Epoch 0: |          | 1751/? [17:56<00:00,  1.63it/s]
Epoch 0: |          | 1752/? [17:56<00:00,  1.63it/s]
Epoch 0: |          | 1752/? [17:56<00:00,  1.63it/s]
Epoch 0: |          | 1753/? [17:57<00:00,  1.63it/s]
Epoch 0: |          | 1753/? [17:57<00:00,  1.63it/s]
Epoch 0: |          | 1754/? [17:57<00:00,  1.63it/s]
Epoch 0: |          | 1754/? [17:57<00:00,  1.63it/s]
Epoch 0: |          | 1755/? [17:58<00:00,  1.63it/s]
Epoch 0: |          | 1755/? [17:58<00:00,  1.63it/s]
Epoch 0: |          | 1756/? [17:58<00:00,  1.63it/s]
Epoch 0: |          | 1756/? [17:58<00:00,  1.63it/s]
Epoch 0: |          | 1757/? [17:59<00:00,  1.63it/s]
Epoch 0: |          | 1757/? [17:59<00:00,  1.63it/s]
Epoch 0: |          | 1758/? [17:59<00:00,  1.63it/s]
Epoch 0: |          | 1758/? [17:59<00:00,  1.63it/s]
Epoch 0: |          | 1759/? [18:00<00:00,  1.63it/s]
Epoch 0: |          | 1759/? [18:00<00:00,  1.63it/s]
Epoch 0: |          | 1760/? [18:00<00:00,  1.63it/s]
Epoch 0: |          | 1760/? [18:00<00:00,  1.63it/s]
Epoch 0: |          | 1761/? [18:01<00:00,  1.63it/s]
Epoch 0: |          | 1761/? [18:01<00:00,  1.63it/s]
Epoch 0: |          | 1762/? [18:01<00:00,  1.63it/s]
Epoch 0: |          | 1762/? [18:01<00:00,  1.63it/s]
Epoch 0: |          | 1763/? [18:02<00:00,  1.63it/s]
Epoch 0: |          | 1763/? [18:02<00:00,  1.63it/s]
Epoch 0: |          | 1764/? [18:02<00:00,  1.63it/s]
Epoch 0: |          | 1764/? [18:02<00:00,  1.63it/s]
Epoch 0: |          | 1765/? [18:03<00:00,  1.63it/s]
Epoch 0: |          | 1765/? [18:03<00:00,  1.63it/s]
Epoch 0: |          | 1766/? [18:03<00:00,  1.63it/s]
Epoch 0: |          | 1766/? [18:03<00:00,  1.63it/s]
Epoch 0: |          | 1767/? [18:04<00:00,  1.63it/s]
Epoch 0: |          | 1767/? [18:04<00:00,  1.63it/s]
Epoch 0: |          | 1768/? [18:04<00:00,  1.63it/s]
Epoch 0: |          | 1768/? [18:04<00:00,  1.63it/s]
Epoch 0: |          | 1769/? [18:05<00:00,  1.63it/s]
Epoch 0: |          | 1769/? [18:05<00:00,  1.63it/s]
Epoch 0: |          | 1770/? [18:05<00:00,  1.63it/s]
Epoch 0: |          | 1770/? [18:05<00:00,  1.63it/s]
Epoch 0: |          | 1771/? [18:06<00:00,  1.63it/s]
Epoch 0: |          | 1771/? [18:06<00:00,  1.63it/s]
Epoch 0: |          | 1772/? [18:06<00:00,  1.63it/s]
Epoch 0: |          | 1772/? [18:06<00:00,  1.63it/s]
Epoch 0: |          | 1773/? [18:07<00:00,  1.63it/s]
Epoch 0: |          | 1773/? [18:07<00:00,  1.63it/s]
Epoch 0: |          | 1774/? [18:07<00:00,  1.63it/s]
Epoch 0: |          | 1774/? [18:07<00:00,  1.63it/s]
Epoch 0: |          | 1775/? [18:08<00:00,  1.63it/s]
Epoch 0: |          | 1775/? [18:08<00:00,  1.63it/s]
Epoch 0: |          | 1776/? [18:08<00:00,  1.63it/s]
Epoch 0: |          | 1776/? [18:08<00:00,  1.63it/s]
Epoch 0: |          | 1777/? [18:09<00:00,  1.63it/s]
Epoch 0: |          | 1777/? [18:09<00:00,  1.63it/s]
Epoch 0: |          | 1778/? [18:09<00:00,  1.63it/s]
Epoch 0: |          | 1778/? [18:09<00:00,  1.63it/s]
Epoch 0: |          | 1779/? [18:10<00:00,  1.63it/s]
Epoch 0: |          | 1779/? [18:10<00:00,  1.63it/s]
Epoch 0: |          | 1780/? [18:10<00:00,  1.63it/s]
Epoch 0: |          | 1780/? [18:10<00:00,  1.63it/s]
Epoch 0: |          | 1781/? [18:11<00:00,  1.63it/s]
Epoch 0: |          | 1781/? [18:11<00:00,  1.63it/s]
Epoch 0: |          | 1782/? [18:11<00:00,  1.63it/s]
Epoch 0: |          | 1782/? [18:11<00:00,  1.63it/s]
Epoch 0: |          | 1783/? [18:12<00:00,  1.63it/s]
Epoch 0: |          | 1783/? [18:12<00:00,  1.63it/s]
Epoch 0: |          | 1784/? [18:12<00:00,  1.63it/s]
Epoch 0: |          | 1784/? [18:12<00:00,  1.63it/s]
Epoch 0: |          | 1785/? [18:13<00:00,  1.63it/s]
Epoch 0: |          | 1785/? [18:13<00:00,  1.63it/s]
Epoch 0: |          | 1786/? [18:13<00:00,  1.63it/s]
Epoch 0: |          | 1786/? [18:13<00:00,  1.63it/s]
Epoch 0: |          | 1787/? [18:14<00:00,  1.63it/s]
Epoch 0: |          | 1787/? [18:14<00:00,  1.63it/s]
Epoch 0: |          | 1788/? [18:14<00:00,  1.63it/s]
Epoch 0: |          | 1788/? [18:14<00:00,  1.63it/s]
Epoch 0: |          | 1789/? [18:14<00:00,  1.63it/s]
Epoch 0: |          | 1789/? [18:15<00:00,  1.63it/s]
Epoch 0: |          | 1790/? [18:15<00:00,  1.63it/s]
Epoch 0: |          | 1790/? [18:15<00:00,  1.63it/s]
Epoch 0: |          | 1791/? [18:15<00:00,  1.63it/s]
Epoch 0: |          | 1791/? [18:15<00:00,  1.63it/s]
Epoch 0: |          | 1792/? [18:16<00:00,  1.63it/s]
Epoch 0: |          | 1792/? [18:16<00:00,  1.63it/s]
Epoch 0: |          | 1793/? [18:16<00:00,  1.63it/s]
Epoch 0: |          | 1793/? [18:16<00:00,  1.63it/s]
Epoch 0: |          | 1794/? [18:17<00:00,  1.63it/s]
Epoch 0: |          | 1794/? [18:17<00:00,  1.63it/s]
Epoch 0: |          | 1795/? [18:17<00:00,  1.64it/s]
Epoch 0: |          | 1795/? [18:17<00:00,  1.64it/s]
Epoch 0: |          | 1796/? [18:18<00:00,  1.64it/s]
Epoch 0: |          | 1796/? [18:18<00:00,  1.64it/s]
Epoch 0: |          | 1797/? [18:18<00:00,  1.64it/s]
Epoch 0: |          | 1797/? [18:18<00:00,  1.64it/s]
Epoch 0: |          | 1798/? [18:19<00:00,  1.64it/s]
Epoch 0: |          | 1798/? [18:19<00:00,  1.64it/s]
Epoch 0: |          | 1799/? [18:19<00:00,  1.64it/s]
Epoch 0: |          | 1799/? [18:19<00:00,  1.64it/s]
Epoch 0: |          | 1800/? [18:20<00:00,  1.64it/s]
Epoch 0: |          | 1800/? [18:20<00:00,  1.64it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:01,  2.34it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  2.21it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:01<00:00,  2.25it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  2.22it/s]

Epoch 0: |          | 1800/? [18:21<00:00,  1.63it/s]
Epoch 0: |          | 1801/? [18:22<00:00,  1.63it/s]
Epoch 0: |          | 1801/? [18:22<00:00,  1.63it/s]
Epoch 0: |          | 1802/? [18:22<00:00,  1.63it/s]
Epoch 0: |          | 1802/? [18:22<00:00,  1.63it/s]
Epoch 0: |          | 1803/? [18:23<00:00,  1.63it/s]
Epoch 0: |          | 1803/? [18:23<00:00,  1.63it/s]
Epoch 0: |          | 1804/? [18:23<00:00,  1.63it/s]
Epoch 0: |          | 1804/? [18:23<00:00,  1.63it/s]
Epoch 0: |          | 1805/? [18:24<00:00,  1.63it/s]
Epoch 0: |          | 1805/? [18:24<00:00,  1.63it/s]
Epoch 0: |          | 1806/? [18:24<00:00,  1.63it/s]
Epoch 0: |          | 1806/? [18:24<00:00,  1.63it/s]
Epoch 0: |          | 1807/? [18:25<00:00,  1.63it/s]
Epoch 0: |          | 1807/? [18:25<00:00,  1.63it/s]
Epoch 0: |          | 1808/? [18:25<00:00,  1.64it/s]
Epoch 0: |          | 1808/? [18:25<00:00,  1.64it/s]
Epoch 0: |          | 1809/? [18:26<00:00,  1.64it/s]
Epoch 0: |          | 1809/? [18:26<00:00,  1.64it/s]
Epoch 0: |          | 1810/? [18:26<00:00,  1.64it/s]
Epoch 0: |          | 1810/? [18:26<00:00,  1.64it/s]
Epoch 0: |          | 1811/? [18:27<00:00,  1.64it/s]
Epoch 0: |          | 1811/? [18:27<00:00,  1.64it/s]
Epoch 0: |          | 1812/? [18:27<00:00,  1.64it/s]
Epoch 0: |          | 1812/? [18:27<00:00,  1.64it/s]
Epoch 0: |          | 1813/? [18:28<00:00,  1.64it/s]
Epoch 0: |          | 1813/? [18:28<00:00,  1.64it/s]
Epoch 0: |          | 1814/? [18:28<00:00,  1.64it/s]
Epoch 0: |          | 1814/? [18:28<00:00,  1.64it/s]
Epoch 0: |          | 1815/? [18:29<00:00,  1.64it/s]
Epoch 0: |          | 1815/? [18:29<00:00,  1.64it/s]
Epoch 0: |          | 1816/? [18:29<00:00,  1.64it/s]
Epoch 0: |          | 1816/? [18:29<00:00,  1.64it/s]
Epoch 0: |          | 1817/? [18:29<00:00,  1.64it/s]
Epoch 0: |          | 1817/? [18:29<00:00,  1.64it/s]
Epoch 0: |          | 1818/? [18:30<00:00,  1.64it/s]
Epoch 0: |          | 1818/? [18:30<00:00,  1.64it/s]
Epoch 0: |          | 1819/? [18:30<00:00,  1.64it/s]
Epoch 0: |          | 1819/? [18:30<00:00,  1.64it/s]
Epoch 0: |          | 1820/? [18:31<00:00,  1.64it/s]
Epoch 0: |          | 1820/? [18:31<00:00,  1.64it/s]
Epoch 0: |          | 1821/? [18:31<00:00,  1.64it/s]
Epoch 0: |          | 1821/? [18:31<00:00,  1.64it/s]
Epoch 0: |          | 1822/? [18:32<00:00,  1.64it/s]
Epoch 0: |          | 1822/? [18:32<00:00,  1.64it/s]
Epoch 0: |          | 1823/? [18:32<00:00,  1.64it/s]
Epoch 0: |          | 1823/? [18:32<00:00,  1.64it/s]
Epoch 0: |          | 1824/? [18:33<00:00,  1.64it/s]
Epoch 0: |          | 1824/? [18:33<00:00,  1.64it/s]
Epoch 0: |          | 1825/? [18:33<00:00,  1.64it/s]
Epoch 0: |          | 1825/? [18:33<00:00,  1.64it/s]
Epoch 0: |          | 1826/? [18:34<00:00,  1.64it/s]
Epoch 0: |          | 1826/? [18:34<00:00,  1.64it/s]
Epoch 0: |          | 1827/? [18:34<00:00,  1.64it/s]
Epoch 0: |          | 1827/? [18:34<00:00,  1.64it/s]
Epoch 0: |          | 1828/? [18:35<00:00,  1.64it/s]
Epoch 0: |          | 1828/? [18:35<00:00,  1.64it/s]
Epoch 0: |          | 1829/? [18:35<00:00,  1.64it/s]
Epoch 0: |          | 1829/? [18:35<00:00,  1.64it/s]
Epoch 0: |          | 1830/? [18:35<00:00,  1.64it/s]
Epoch 0: |          | 1830/? [18:35<00:00,  1.64it/s]
Epoch 0: |          | 1831/? [18:36<00:00,  1.64it/s]
Epoch 0: |          | 1831/? [18:36<00:00,  1.64it/s]
Epoch 0: |          | 1832/? [18:36<00:00,  1.64it/s]
Epoch 0: |          | 1832/? [18:36<00:00,  1.64it/s]
Epoch 0: |          | 1833/? [18:37<00:00,  1.64it/s]
Epoch 0: |          | 1833/? [18:37<00:00,  1.64it/s]
Epoch 0: |          | 1834/? [18:37<00:00,  1.64it/s]
Epoch 0: |          | 1834/? [18:37<00:00,  1.64it/s]
Epoch 0: |          | 1835/? [18:38<00:00,  1.64it/s]
Epoch 0: |          | 1835/? [18:38<00:00,  1.64it/s]
Epoch 0: |          | 1836/? [18:38<00:00,  1.64it/s]
Epoch 0: |          | 1836/? [18:38<00:00,  1.64it/s]
Epoch 0: |          | 1837/? [18:39<00:00,  1.64it/s]
Epoch 0: |          | 1837/? [18:39<00:00,  1.64it/s]
Epoch 0: |          | 1838/? [18:39<00:00,  1.64it/s]
Epoch 0: |          | 1838/? [18:39<00:00,  1.64it/s]
Epoch 0: |          | 1839/? [18:40<00:00,  1.64it/s]
Epoch 0: |          | 1839/? [18:40<00:00,  1.64it/s]
Epoch 0: |          | 1840/? [18:40<00:00,  1.64it/s]
Epoch 0: |          | 1840/? [18:40<00:00,  1.64it/s]
Epoch 0: |          | 1841/? [18:40<00:00,  1.64it/s]
Epoch 0: |          | 1841/? [18:40<00:00,  1.64it/s]
Epoch 0: |          | 1842/? [18:41<00:00,  1.64it/s]
Epoch 0: |          | 1842/? [18:41<00:00,  1.64it/s]
Epoch 0: |          | 1843/? [18:41<00:00,  1.64it/s]
Epoch 0: |          | 1843/? [18:41<00:00,  1.64it/s]
Epoch 0: |          | 1844/? [18:42<00:00,  1.64it/s]
Epoch 0: |          | 1844/? [18:42<00:00,  1.64it/s]
Epoch 0: |          | 1845/? [18:42<00:00,  1.64it/s]
Epoch 0: |          | 1845/? [18:42<00:00,  1.64it/s]
Epoch 0: |          | 1846/? [18:43<00:00,  1.64it/s]
Epoch 0: |          | 1846/? [18:43<00:00,  1.64it/s]
Epoch 0: |          | 1847/? [18:43<00:00,  1.64it/s]
Epoch 0: |          | 1847/? [18:43<00:00,  1.64it/s]
Epoch 0: |          | 1848/? [18:43<00:00,  1.64it/s]
Epoch 0: |          | 1848/? [18:43<00:00,  1.64it/s]
Epoch 0: |          | 1849/? [18:44<00:00,  1.64it/s]
Epoch 0: |          | 1849/? [18:44<00:00,  1.64it/s]
Epoch 0: |          | 1850/? [18:44<00:00,  1.64it/s]
Epoch 0: |          | 1850/? [18:44<00:00,  1.64it/s]
Epoch 0: |          | 1851/? [18:45<00:00,  1.64it/s]
Epoch 0: |          | 1851/? [18:45<00:00,  1.64it/s]
Epoch 0: |          | 1852/? [18:45<00:00,  1.65it/s]
Epoch 0: |          | 1852/? [18:45<00:00,  1.65it/s]
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Epoch 0: |          | 1869/? [18:53<00:00,  1.65it/s]
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Epoch 0: |          | 1894/? [19:04<00:00,  1.66it/s]
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Epoch 0: |          | 1900/? [19:07<00:00,  1.66it/s]
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Epoch 0: |          | 1901/? [19:07<00:00,  1.66it/s]
Epoch 0: |          | 1901/? [19:07<00:00,  1.66it/s]
Epoch 0: |          | 1902/? [19:07<00:00,  1.66it/s]
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Epoch 0: |          | 1903/? [19:08<00:00,  1.66it/s]
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Epoch 0: |          | 1917/? [19:14<00:00,  1.66it/s]
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Epoch 0: |          | 1919/? [19:15<00:00,  1.66it/s]
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Epoch 0: |          | 1921/? [19:16<00:00,  1.66it/s]
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Epoch 0: |          | 1944/? [19:25<00:00,  1.67it/s]
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Epoch 0: |          | 1945/? [19:26<00:00,  1.67it/s]
Epoch 0: |          | 1945/? [19:26<00:00,  1.67it/s]
Epoch 0: |          | 1946/? [19:26<00:00,  1.67it/s]
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Epoch 0: |          | 1947/? [19:27<00:00,  1.67it/s]
Epoch 0: |          | 1947/? [19:27<00:00,  1.67it/s]
Epoch 0: |          | 1948/? [19:27<00:00,  1.67it/s]
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Epoch 0: |          | 1949/? [19:28<00:00,  1.67it/s]
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Epoch 0: |          | 1952/? [19:29<00:00,  1.67it/s]
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Epoch 0: |          | 1957/? [19:31<00:00,  1.67it/s]
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Epoch 0: |          | 1958/? [19:31<00:00,  1.67it/s]
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Epoch 0: |          | 1959/? [19:32<00:00,  1.67it/s]
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Epoch 0: |          | 1960/? [19:32<00:00,  1.67it/s]
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Epoch 0: |          | 1961/? [19:33<00:00,  1.67it/s]
Epoch 0: |          | 1961/? [19:33<00:00,  1.67it/s]
Epoch 0: |          | 1962/? [19:33<00:00,  1.67it/s]
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Epoch 0: |          | 1963/? [19:33<00:00,  1.67it/s]
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Epoch 0: |          | 1964/? [19:34<00:00,  1.67it/s]
Epoch 0: |          | 1964/? [19:34<00:00,  1.67it/s]
Epoch 0: |          | 1965/? [19:34<00:00,  1.67it/s]
Epoch 0: |          | 1965/? [19:34<00:00,  1.67it/s]
Epoch 0: |          | 1966/? [19:35<00:00,  1.67it/s]
Epoch 0: |          | 1966/? [19:35<00:00,  1.67it/s]
Epoch 0: |          | 1967/? [19:35<00:00,  1.67it/s]
Epoch 0: |          | 1967/? [19:35<00:00,  1.67it/s]
Epoch 0: |          | 1968/? [19:36<00:00,  1.67it/s]
Epoch 0: |          | 1968/? [19:36<00:00,  1.67it/s]
Epoch 0: |          | 1969/? [19:36<00:00,  1.67it/s]
Epoch 0: |          | 1969/? [19:36<00:00,  1.67it/s]
Epoch 0: |          | 1970/? [19:36<00:00,  1.67it/s]
Epoch 0: |          | 1970/? [19:36<00:00,  1.67it/s]
Epoch 0: |          | 1971/? [19:37<00:00,  1.67it/s]
Epoch 0: |          | 1971/? [19:37<00:00,  1.67it/s]
Epoch 0: |          | 1972/? [19:37<00:00,  1.67it/s]
Epoch 0: |          | 1972/? [19:37<00:00,  1.67it/s]
Epoch 0: |          | 1973/? [19:38<00:00,  1.67it/s]
Epoch 0: |          | 1973/? [19:38<00:00,  1.67it/s]
Epoch 0: |          | 1974/? [19:38<00:00,  1.67it/s]
Epoch 0: |          | 1974/? [19:38<00:00,  1.67it/s]
Epoch 0: |          | 1975/? [19:39<00:00,  1.68it/s]
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Epoch 0: |          | 1976/? [19:39<00:00,  1.68it/s]
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Epoch 0: |          | 1978/? [19:40<00:00,  1.68it/s]
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Epoch 0: |          | 1996/? [19:47<00:00,  1.68it/s]
Epoch 0: |          | 1997/? [19:48<00:00,  1.68it/s]
Epoch 0: |          | 1997/? [19:48<00:00,  1.68it/s]
Epoch 0: |          | 1998/? [19:48<00:00,  1.68it/s]
Epoch 0: |          | 1998/? [19:48<00:00,  1.68it/s]
Epoch 0: |          | 1999/? [19:49<00:00,  1.68it/s]
Epoch 0: |          | 1999/? [19:49<00:00,  1.68it/s]
Epoch 0: |          | 2000/? [19:49<00:00,  1.68it/s]
Epoch 0: |          | 2000/? [19:49<00:00,  1.68it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  3.15it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  2.92it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:01<00:00,  2.99it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  2.93it/s]

Epoch 0: |          | 2000/? [19:51<00:00,  1.68it/s]
Epoch 0: |          | 2001/? [19:51<00:00,  1.68it/s]
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Epoch 0: |          | 2008/? [19:54<00:00,  1.68it/s]
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Epoch 0: |          | 2009/? [19:55<00:00,  1.68it/s]
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Epoch 0: |          | 2010/? [19:55<00:00,  1.68it/s]
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Epoch 0: |          | 2011/? [19:55<00:00,  1.68it/s]
Epoch 0: |          | 2011/? [19:55<00:00,  1.68it/s]
Epoch 0: |          | 2012/? [19:56<00:00,  1.68it/s]
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Epoch 0: |          | 2013/? [19:56<00:00,  1.68it/s]
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Epoch 0: |          | 2014/? [19:57<00:00,  1.68it/s]
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Epoch 0: |          | 2015/? [19:57<00:00,  1.68it/s]
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Epoch 0: |          | 2016/? [19:58<00:00,  1.68it/s]
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Epoch 0: |          | 2017/? [19:58<00:00,  1.68it/s]
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Epoch 0: |          | 2018/? [19:58<00:00,  1.68it/s]
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Epoch 0: |          | 2019/? [19:59<00:00,  1.68it/s]
Epoch 0: |          | 2019/? [19:59<00:00,  1.68it/s]
Epoch 0: |          | 2020/? [19:59<00:00,  1.68it/s]
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Epoch 0: |          | 2021/? [20:00<00:00,  1.68it/s]
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Epoch 0: |          | 2022/? [20:00<00:00,  1.68it/s]
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Epoch 0: |          | 2024/? [20:01<00:00,  1.68it/s]
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Epoch 0: |          | 2045/? [20:11<00:00,  1.69it/s]
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Epoch 0: |          | 2064/? [20:19<00:00,  1.69it/s]
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Epoch 0: |          | 2068/? [20:20<00:00,  1.69it/s]
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Epoch 0: |          | 2069/? [20:21<00:00,  1.69it/s]
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Epoch 0: |          | 2083/? [20:27<00:00,  1.70it/s]
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Epoch 0: |          | 2086/? [20:28<00:00,  1.70it/s]
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Epoch 0: |          | 2093/? [20:31<00:00,  1.70it/s]
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Epoch 0: |          | 2096/? [20:32<00:00,  1.70it/s]
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Epoch 0: |          | 2098/? [20:33<00:00,  1.70it/s]
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Epoch 0: |          | 2100/? [20:34<00:00,  1.70it/s]
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Epoch 0: |          | 2101/? [20:34<00:00,  1.70it/s]
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Epoch 0: |          | 2103/? [20:35<00:00,  1.70it/s]
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Epoch 0: |          | 2110/? [20:38<00:00,  1.70it/s]
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Epoch 0: |          | 2111/? [20:38<00:00,  1.70it/s]
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Epoch 0: |          | 2112/? [20:38<00:00,  1.70it/s]
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Epoch 0: |          | 2200/? [21:15<00:00,  1.72it/s]
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Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  4.98it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  4.53it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  4.62it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  4.49it/s]

Epoch 0: |          | 2200/? [21:16<00:00,  1.72it/s]
Epoch 0: |          | 2201/? [21:16<00:00,  1.72it/s]
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Epoch 0: |          | 2206/? [21:18<00:00,  1.73it/s]
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Epoch 0: |          | 2207/? [21:19<00:00,  1.73it/s]
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Epoch 0: |          | 2210/? [21:20<00:00,  1.73it/s]
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Epoch 0: |          | 2219/? [21:24<00:00,  1.73it/s]
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Epoch 0: |          | 2222/? [21:25<00:00,  1.73it/s]
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Epoch 0: |          | 2224/? [21:26<00:00,  1.73it/s]
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Epoch 0: |          | 2232/? [21:29<00:00,  1.73it/s]
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Epoch 0: |          | 2241/? [21:33<00:00,  1.73it/s]
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Epoch 0: |          | 2243/? [21:33<00:00,  1.73it/s]
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Epoch 0: |          | 2246/? [21:35<00:00,  1.73it/s]
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Epoch 0: |          | 2251/? [21:37<00:00,  1.74it/s]
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Epoch 0: |          | 2252/? [21:37<00:00,  1.74it/s]
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Epoch 0: |          | 2253/? [21:37<00:00,  1.74it/s]
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Epoch 0: |          | 2258/? [21:40<00:00,  1.74it/s]
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Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  5.00it/s]
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Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  4.51it/s]

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Epoch 0: |          | 2600/? [24:00<00:00,  1.81it/s]
Epoch 0: |          | 2600/? [24:00<00:00,  1.81it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  5.49it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  4.89it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  5.04it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  4.87it/s]

Epoch 0: |          | 2600/? [24:01<00:00,  1.80it/s]
Epoch 0: |          | 2601/? [24:01<00:00,  1.80it/s]
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Epoch 0: |          | 2602/? [24:01<00:00,  1.80it/s]
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Epoch 0: |          | 2603/? [24:02<00:00,  1.80it/s]
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Epoch 0: |          | 2604/? [24:02<00:00,  1.80it/s]
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Epoch 0: |          | 2605/? [24:03<00:00,  1.81it/s]
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Epoch 0: |          | 2606/? [24:03<00:00,  1.81it/s]
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Epoch 0: |          | 2607/? [24:03<00:00,  1.81it/s]
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Epoch 0: |          | 2608/? [24:04<00:00,  1.81it/s]
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Epoch 0: |          | 2610/? [24:05<00:00,  1.81it/s]
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Epoch 0: |          | 2611/? [24:05<00:00,  1.81it/s]
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Epoch 0: |          | 2612/? [24:05<00:00,  1.81it/s]
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Epoch 0: |          | 2613/? [24:06<00:00,  1.81it/s]
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Epoch 0: |          | 2614/? [24:06<00:00,  1.81it/s]
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Epoch 0: |          | 2615/? [24:07<00:00,  1.81it/s]
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Epoch 0: |          | 2616/? [24:07<00:00,  1.81it/s]
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Epoch 0: |          | 2625/? [24:11<00:00,  1.81it/s]
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Epoch 0: |          | 2635/? [24:15<00:00,  1.81it/s]
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Epoch 0: |          | 2641/? [24:17<00:00,  1.81it/s]
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Epoch 0: |          | 2642/? [24:18<00:00,  1.81it/s]
Epoch 0: |          | 2642/? [24:18<00:00,  1.81it/s]
Epoch 0: |          | 2643/? [24:18<00:00,  1.81it/s]
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Epoch 0: |          | 2644/? [24:19<00:00,  1.81it/s]
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Epoch 0: |          | 2649/? [24:21<00:00,  1.81it/s]
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Epoch 0: |          | 2650/? [24:21<00:00,  1.81it/s]
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Epoch 0: |          | 2651/? [24:22<00:00,  1.81it/s]
Epoch 0: |          | 2651/? [24:22<00:00,  1.81it/s]
Epoch 0: |          | 2652/? [24:22<00:00,  1.81it/s]
Epoch 0: |          | 2652/? [24:22<00:00,  1.81it/s]
Epoch 0: |          | 2653/? [24:22<00:00,  1.81it/s]
Epoch 0: |          | 2653/? [24:22<00:00,  1.81it/s]
Epoch 0: |          | 2654/? [24:23<00:00,  1.81it/s]
Epoch 0: |          | 2654/? [24:23<00:00,  1.81it/s]
Epoch 0: |          | 2655/? [24:23<00:00,  1.81it/s]
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Epoch 0: |          | 2656/? [24:24<00:00,  1.81it/s]
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Epoch 0: |          | 2657/? [24:24<00:00,  1.81it/s]
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Epoch 0: |          | 2659/? [24:25<00:00,  1.81it/s]
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Epoch 0: |          | 2661/? [24:26<00:00,  1.81it/s]
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Epoch 0: |          | 2662/? [24:26<00:00,  1.82it/s]
Epoch 0: |          | 2662/? [24:26<00:00,  1.82it/s]
Epoch 0: |          | 2663/? [24:26<00:00,  1.82it/s]
Epoch 0: |          | 2663/? [24:26<00:00,  1.82it/s]
Epoch 0: |          | 2664/? [24:27<00:00,  1.82it/s]
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Epoch 0: |          | 2665/? [24:27<00:00,  1.82it/s]
Epoch 0: |          | 2665/? [24:27<00:00,  1.82it/s]
Epoch 0: |          | 2666/? [24:28<00:00,  1.82it/s]
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Epoch 0: |          | 2667/? [24:28<00:00,  1.82it/s]
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Epoch 0: |          | 2668/? [24:29<00:00,  1.82it/s]
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Epoch 0: |          | 2669/? [24:29<00:00,  1.82it/s]
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Epoch 0: |          | 2670/? [24:29<00:00,  1.82it/s]
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Epoch 0: |          | 2671/? [24:30<00:00,  1.82it/s]
Epoch 0: |          | 2671/? [24:30<00:00,  1.82it/s]
Epoch 0: |          | 2672/? [24:30<00:00,  1.82it/s]
Epoch 0: |          | 2672/? [24:30<00:00,  1.82it/s]
Epoch 0: |          | 2673/? [24:31<00:00,  1.82it/s]
Epoch 0: |          | 2673/? [24:31<00:00,  1.82it/s]
Epoch 0: |          | 2674/? [24:31<00:00,  1.82it/s]
Epoch 0: |          | 2674/? [24:31<00:00,  1.82it/s]
Epoch 0: |          | 2675/? [24:31<00:00,  1.82it/s]
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Epoch 0: |          | 2676/? [24:32<00:00,  1.82it/s]
Epoch 0: |          | 2676/? [24:32<00:00,  1.82it/s]
Epoch 0: |          | 2677/? [24:32<00:00,  1.82it/s]
Epoch 0: |          | 2677/? [24:32<00:00,  1.82it/s]
Epoch 0: |          | 2678/? [24:33<00:00,  1.82it/s]
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Epoch 0: |          | 2710/? [24:46<00:00,  1.82it/s]
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Epoch 0: |          | 2711/? [24:46<00:00,  1.82it/s]
Epoch 0: |          | 2711/? [24:46<00:00,  1.82it/s]
Epoch 0: |          | 2712/? [24:47<00:00,  1.82it/s]
Epoch 0: |          | 2712/? [24:47<00:00,  1.82it/s]
Epoch 0: |          | 2713/? [24:47<00:00,  1.82it/s]
Epoch 0: |          | 2713/? [24:47<00:00,  1.82it/s]
Epoch 0: |          | 2714/? [24:48<00:00,  1.82it/s]
Epoch 0: |          | 2714/? [24:48<00:00,  1.82it/s]
Epoch 0: |          | 2715/? [24:48<00:00,  1.82it/s]
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Epoch 0: |          | 2716/? [24:48<00:00,  1.82it/s]
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Epoch 0: |          | 2718/? [24:49<00:00,  1.82it/s]
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Epoch 0: |          | 2719/? [24:50<00:00,  1.82it/s]
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Epoch 0: |          | 2721/? [24:50<00:00,  1.83it/s]
Epoch 0: |          | 2721/? [24:50<00:00,  1.83it/s]
Epoch 0: |          | 2722/? [24:51<00:00,  1.83it/s]
Epoch 0: |          | 2722/? [24:51<00:00,  1.83it/s]
Epoch 0: |          | 2723/? [24:51<00:00,  1.83it/s]
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Epoch 0: |          | 2724/? [24:52<00:00,  1.83it/s]
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Epoch 0: |          | 2725/? [24:52<00:00,  1.83it/s]
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Epoch 0: |          | 2726/? [24:52<00:00,  1.83it/s]
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Epoch 0: |          | 2727/? [24:53<00:00,  1.83it/s]
Epoch 0: |          | 2727/? [24:53<00:00,  1.83it/s]
Epoch 0: |          | 2728/? [24:53<00:00,  1.83it/s]
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Epoch 0: |          | 2729/? [24:54<00:00,  1.83it/s]
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Epoch 0: |          | 2730/? [24:54<00:00,  1.83it/s]
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Epoch 0: |          | 2731/? [24:54<00:00,  1.83it/s]
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Epoch 0: |          | 2732/? [24:55<00:00,  1.83it/s]
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Epoch 0: |          | 2733/? [24:55<00:00,  1.83it/s]
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Epoch 0: |          | 2734/? [24:56<00:00,  1.83it/s]
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Epoch 0: |          | 2735/? [24:56<00:00,  1.83it/s]
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Epoch 0: |          | 2737/? [24:57<00:00,  1.83it/s]
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Epoch 0: |          | 2738/? [24:57<00:00,  1.83it/s]
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Epoch 0: |          | 2739/? [24:58<00:00,  1.83it/s]
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Epoch 0: |          | 2740/? [24:58<00:00,  1.83it/s]
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Epoch 0: |          | 2741/? [24:59<00:00,  1.83it/s]
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Epoch 0: |          | 2742/? [24:59<00:00,  1.83it/s]
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Epoch 0: |          | 2744/? [25:00<00:00,  1.83it/s]
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Epoch 0: |          | 2746/? [25:01<00:00,  1.83it/s]
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Epoch 0: |          | 2750/? [25:02<00:00,  1.83it/s]
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Epoch 0: |          | 2751/? [25:03<00:00,  1.83it/s]
Epoch 0: |          | 2751/? [25:03<00:00,  1.83it/s]
Epoch 0: |          | 2752/? [25:03<00:00,  1.83it/s]
Epoch 0: |          | 2752/? [25:03<00:00,  1.83it/s]
Epoch 0: |          | 2753/? [25:03<00:00,  1.83it/s]
Epoch 0: |          | 2753/? [25:03<00:00,  1.83it/s]
Epoch 0: |          | 2754/? [25:04<00:00,  1.83it/s]
Epoch 0: |          | 2754/? [25:04<00:00,  1.83it/s]
Epoch 0: |          | 2755/? [25:04<00:00,  1.83it/s]
Epoch 0: |          | 2755/? [25:04<00:00,  1.83it/s]
Epoch 0: |          | 2756/? [25:05<00:00,  1.83it/s]
Epoch 0: |          | 2756/? [25:05<00:00,  1.83it/s]
Epoch 0: |          | 2757/? [25:05<00:00,  1.83it/s]
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Epoch 0: |          | 2758/? [25:06<00:00,  1.83it/s]
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Epoch 0: |          | 2759/? [25:06<00:00,  1.83it/s]
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Epoch 0: |          | 2760/? [25:06<00:00,  1.83it/s]
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Epoch 0: |          | 2761/? [25:07<00:00,  1.83it/s]
Epoch 0: |          | 2761/? [25:07<00:00,  1.83it/s]
Epoch 0: |          | 2762/? [25:07<00:00,  1.83it/s]
Epoch 0: |          | 2762/? [25:07<00:00,  1.83it/s]
Epoch 0: |          | 2763/? [25:08<00:00,  1.83it/s]
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Epoch 0: |          | 2764/? [25:08<00:00,  1.83it/s]
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Epoch 0: |          | 2765/? [25:08<00:00,  1.83it/s]
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Epoch 0: |          | 2766/? [25:09<00:00,  1.83it/s]
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Epoch 0: |          | 2767/? [25:09<00:00,  1.83it/s]
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Epoch 0: |          | 2768/? [25:10<00:00,  1.83it/s]
Epoch 0: |          | 2768/? [25:10<00:00,  1.83it/s]
Epoch 0: |          | 2769/? [25:10<00:00,  1.83it/s]
Epoch 0: |          | 2769/? [25:10<00:00,  1.83it/s]
Epoch 0: |          | 2770/? [25:10<00:00,  1.83it/s]
Epoch 0: |          | 2770/? [25:10<00:00,  1.83it/s]
Epoch 0: |          | 2771/? [25:11<00:00,  1.83it/s]
Epoch 0: |          | 2771/? [25:11<00:00,  1.83it/s]
Epoch 0: |          | 2772/? [25:11<00:00,  1.83it/s]
Epoch 0: |          | 2772/? [25:11<00:00,  1.83it/s]
Epoch 0: |          | 2773/? [25:12<00:00,  1.83it/s]
Epoch 0: |          | 2773/? [25:12<00:00,  1.83it/s]
Epoch 0: |          | 2774/? [25:12<00:00,  1.83it/s]
Epoch 0: |          | 2774/? [25:12<00:00,  1.83it/s]
Epoch 0: |          | 2775/? [25:12<00:00,  1.83it/s]
Epoch 0: |          | 2775/? [25:12<00:00,  1.83it/s]
Epoch 0: |          | 2776/? [25:13<00:00,  1.83it/s]
Epoch 0: |          | 2776/? [25:13<00:00,  1.83it/s]
Epoch 0: |          | 2777/? [25:13<00:00,  1.83it/s]
Epoch 0: |          | 2777/? [25:13<00:00,  1.83it/s]
Epoch 0: |          | 2778/? [25:14<00:00,  1.83it/s]
Epoch 0: |          | 2778/? [25:14<00:00,  1.83it/s]
Epoch 0: |          | 2779/? [25:14<00:00,  1.83it/s]
Epoch 0: |          | 2779/? [25:14<00:00,  1.83it/s]
Epoch 0: |          | 2780/? [25:14<00:00,  1.83it/s]
Epoch 0: |          | 2780/? [25:14<00:00,  1.83it/s]
Epoch 0: |          | 2781/? [25:15<00:00,  1.84it/s]
Epoch 0: |          | 2781/? [25:15<00:00,  1.84it/s]
Epoch 0: |          | 2782/? [25:15<00:00,  1.84it/s]
Epoch 0: |          | 2782/? [25:15<00:00,  1.84it/s]
Epoch 0: |          | 2783/? [25:16<00:00,  1.84it/s]
Epoch 0: |          | 2783/? [25:16<00:00,  1.84it/s]
Epoch 0: |          | 2784/? [25:16<00:00,  1.84it/s]
Epoch 0: |          | 2784/? [25:16<00:00,  1.84it/s]
Epoch 0: |          | 2785/? [25:17<00:00,  1.84it/s]
Epoch 0: |          | 2785/? [25:17<00:00,  1.84it/s]
Epoch 0: |          | 2786/? [25:17<00:00,  1.84it/s]
Epoch 0: |          | 2786/? [25:17<00:00,  1.84it/s]
Epoch 0: |          | 2787/? [25:17<00:00,  1.84it/s]
Epoch 0: |          | 2787/? [25:17<00:00,  1.84it/s]
Epoch 0: |          | 2788/? [25:18<00:00,  1.84it/s]
Epoch 0: |          | 2788/? [25:18<00:00,  1.84it/s]
Epoch 0: |          | 2789/? [25:18<00:00,  1.84it/s]
Epoch 0: |          | 2789/? [25:18<00:00,  1.84it/s]
Epoch 0: |          | 2790/? [25:19<00:00,  1.84it/s]
Epoch 0: |          | 2790/? [25:19<00:00,  1.84it/s]
Epoch 0: |          | 2791/? [25:19<00:00,  1.84it/s]
Epoch 0: |          | 2791/? [25:19<00:00,  1.84it/s]
Epoch 0: |          | 2792/? [25:19<00:00,  1.84it/s]
Epoch 0: |          | 2792/? [25:19<00:00,  1.84it/s]
Epoch 0: |          | 2793/? [25:20<00:00,  1.84it/s]
Epoch 0: |          | 2793/? [25:20<00:00,  1.84it/s]
Epoch 0: |          | 2794/? [25:20<00:00,  1.84it/s]
Epoch 0: |          | 2794/? [25:20<00:00,  1.84it/s]
Epoch 0: |          | 2795/? [25:21<00:00,  1.84it/s]
Epoch 0: |          | 2795/? [25:21<00:00,  1.84it/s]
Epoch 0: |          | 2796/? [25:21<00:00,  1.84it/s]
Epoch 0: |          | 2796/? [25:21<00:00,  1.84it/s]
Epoch 0: |          | 2797/? [25:21<00:00,  1.84it/s]
Epoch 0: |          | 2797/? [25:21<00:00,  1.84it/s]
Epoch 0: |          | 2798/? [25:22<00:00,  1.84it/s]
Epoch 0: |          | 2798/? [25:22<00:00,  1.84it/s]
Epoch 0: |          | 2799/? [25:22<00:00,  1.84it/s]
Epoch 0: |          | 2799/? [25:22<00:00,  1.84it/s]
Epoch 0: |          | 2800/? [25:23<00:00,  1.84it/s]
Epoch 0: |          | 2800/? [25:23<00:00,  1.84it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  5.72it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  5.18it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  5.30it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  5.10it/s]

Epoch 0: |          | 2800/? [25:23<00:00,  1.84it/s]
Epoch 0: |          | 2801/? [25:24<00:00,  1.84it/s]
Epoch 0: |          | 2801/? [25:24<00:00,  1.84it/s]
Epoch 0: |          | 2802/? [25:24<00:00,  1.84it/s]
Epoch 0: |          | 2802/? [25:24<00:00,  1.84it/s]
Epoch 0: |          | 2803/? [25:25<00:00,  1.84it/s]
Epoch 0: |          | 2803/? [25:25<00:00,  1.84it/s]
Epoch 0: |          | 2804/? [25:25<00:00,  1.84it/s]
Epoch 0: |          | 2804/? [25:25<00:00,  1.84it/s]
Epoch 0: |          | 2805/? [25:26<00:00,  1.84it/s]
Epoch 0: |          | 2805/? [25:26<00:00,  1.84it/s]
Epoch 0: |          | 2806/? [25:26<00:00,  1.84it/s]
Epoch 0: |          | 2806/? [25:26<00:00,  1.84it/s]
Epoch 0: |          | 2807/? [25:26<00:00,  1.84it/s]
Epoch 0: |          | 2807/? [25:26<00:00,  1.84it/s]
Epoch 0: |          | 2808/? [25:27<00:00,  1.84it/s]
Epoch 0: |          | 2808/? [25:27<00:00,  1.84it/s]
Epoch 0: |          | 2809/? [25:27<00:00,  1.84it/s]
Epoch 0: |          | 2809/? [25:27<00:00,  1.84it/s]
Epoch 0: |          | 2810/? [25:28<00:00,  1.84it/s]
Epoch 0: |          | 2810/? [25:28<00:00,  1.84it/s]
Epoch 0: |          | 2811/? [25:28<00:00,  1.84it/s]
Epoch 0: |          | 2811/? [25:28<00:00,  1.84it/s]
Epoch 0: |          | 2812/? [25:28<00:00,  1.84it/s]
Epoch 0: |          | 2812/? [25:28<00:00,  1.84it/s]
Epoch 0: |          | 2813/? [25:29<00:00,  1.84it/s]
Epoch 0: |          | 2813/? [25:29<00:00,  1.84it/s]
Epoch 0: |          | 2814/? [25:29<00:00,  1.84it/s]
Epoch 0: |          | 2814/? [25:29<00:00,  1.84it/s]
Epoch 0: |          | 2815/? [25:30<00:00,  1.84it/s]
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Epoch 0: |          | 2872/? [25:52<00:00,  1.85it/s]
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Epoch 0: |          | 2881/? [25:56<00:00,  1.85it/s]
Epoch 0: |          | 2881/? [25:56<00:00,  1.85it/s]
Epoch 0: |          | 2882/? [25:56<00:00,  1.85it/s]
Epoch 0: |          | 2882/? [25:56<00:00,  1.85it/s]
Epoch 0: |          | 2883/? [25:57<00:00,  1.85it/s]
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Epoch 0: |          | 2884/? [25:57<00:00,  1.85it/s]
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Epoch 0: |          | 2885/? [25:58<00:00,  1.85it/s]
Epoch 0: |          | 2885/? [25:58<00:00,  1.85it/s]
Epoch 0: |          | 2886/? [25:58<00:00,  1.85it/s]
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Epoch 0: |          | 2887/? [25:58<00:00,  1.85it/s]
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Epoch 0: |          | 2889/? [25:59<00:00,  1.85it/s]
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Epoch 0: |          | 2890/? [26:00<00:00,  1.85it/s]
Epoch 0: |          | 2891/? [26:00<00:00,  1.85it/s]
Epoch 0: |          | 2891/? [26:00<00:00,  1.85it/s]
Epoch 0: |          | 2892/? [26:01<00:00,  1.85it/s]
Epoch 0: |          | 2892/? [26:01<00:00,  1.85it/s]
Epoch 0: |          | 2893/? [26:01<00:00,  1.85it/s]
Epoch 0: |          | 2893/? [26:01<00:00,  1.85it/s]
Epoch 0: |          | 2894/? [26:01<00:00,  1.85it/s]
Epoch 0: |          | 2894/? [26:01<00:00,  1.85it/s]
Epoch 0: |          | 2895/? [26:02<00:00,  1.85it/s]
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Epoch 0: |          | 2896/? [26:02<00:00,  1.85it/s]
Epoch 0: |          | 2896/? [26:02<00:00,  1.85it/s]
Epoch 0: |          | 2897/? [26:03<00:00,  1.85it/s]
Epoch 0: |          | 2897/? [26:03<00:00,  1.85it/s]
Epoch 0: |          | 2898/? [26:03<00:00,  1.85it/s]
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Epoch 0: |          | 2899/? [26:03<00:00,  1.85it/s]
Epoch 0: |          | 2899/? [26:03<00:00,  1.85it/s]
Epoch 0: |          | 2900/? [26:04<00:00,  1.85it/s]
Epoch 0: |          | 2900/? [26:04<00:00,  1.85it/s]
Epoch 0: |          | 2901/? [26:04<00:00,  1.85it/s]
Epoch 0: |          | 2901/? [26:04<00:00,  1.85it/s]
Epoch 0: |          | 2902/? [26:04<00:00,  1.85it/s]
Epoch 0: |          | 2902/? [26:04<00:00,  1.85it/s]
Epoch 0: |          | 2903/? [26:05<00:00,  1.85it/s]
Epoch 0: |          | 2903/? [26:05<00:00,  1.85it/s]
Epoch 0: |          | 2904/? [26:05<00:00,  1.85it/s]
Epoch 0: |          | 2904/? [26:05<00:00,  1.85it/s]
Epoch 0: |          | 2905/? [26:06<00:00,  1.85it/s]
Epoch 0: |          | 2905/? [26:06<00:00,  1.85it/s]
Epoch 0: |          | 2906/? [26:06<00:00,  1.85it/s]
Epoch 0: |          | 2906/? [26:06<00:00,  1.85it/s]
Epoch 0: |          | 2907/? [26:06<00:00,  1.86it/s]
Epoch 0: |          | 2907/? [26:06<00:00,  1.86it/s]
Epoch 0: |          | 2908/? [26:07<00:00,  1.86it/s]
Epoch 0: |          | 2908/? [26:07<00:00,  1.86it/s]
Epoch 0: |          | 2909/? [26:07<00:00,  1.86it/s]
Epoch 0: |          | 2909/? [26:07<00:00,  1.86it/s]
Epoch 0: |          | 2910/? [26:08<00:00,  1.86it/s]
Epoch 0: |          | 2910/? [26:08<00:00,  1.86it/s]
Epoch 0: |          | 2911/? [26:08<00:00,  1.86it/s]
Epoch 0: |          | 2911/? [26:08<00:00,  1.86it/s]
Epoch 0: |          | 2912/? [26:08<00:00,  1.86it/s]
Epoch 0: |          | 2912/? [26:08<00:00,  1.86it/s]
Epoch 0: |          | 2913/? [26:09<00:00,  1.86it/s]
Epoch 0: |          | 2913/? [26:09<00:00,  1.86it/s]
Epoch 0: |          | 2914/? [26:09<00:00,  1.86it/s]
Epoch 0: |          | 2914/? [26:09<00:00,  1.86it/s]
Epoch 0: |          | 2915/? [26:10<00:00,  1.86it/s]
Epoch 0: |          | 2915/? [26:10<00:00,  1.86it/s]
Epoch 0: |          | 2916/? [26:10<00:00,  1.86it/s]
Epoch 0: |          | 2916/? [26:10<00:00,  1.86it/s]
Epoch 0: |          | 2917/? [26:10<00:00,  1.86it/s]
Epoch 0: |          | 2917/? [26:10<00:00,  1.86it/s]
Epoch 0: |          | 2918/? [26:11<00:00,  1.86it/s]
Epoch 0: |          | 2918/? [26:11<00:00,  1.86it/s]
Epoch 0: |          | 2919/? [26:11<00:00,  1.86it/s]
Epoch 0: |          | 2919/? [26:11<00:00,  1.86it/s]
Epoch 0: |          | 2920/? [26:12<00:00,  1.86it/s]
Epoch 0: |          | 2920/? [26:12<00:00,  1.86it/s]
Epoch 0: |          | 2921/? [26:12<00:00,  1.86it/s]
Epoch 0: |          | 2921/? [26:12<00:00,  1.86it/s]
Epoch 0: |          | 2922/? [26:12<00:00,  1.86it/s]
Epoch 0: |          | 2922/? [26:12<00:00,  1.86it/s]
Epoch 0: |          | 2923/? [26:13<00:00,  1.86it/s]
Epoch 0: |          | 2923/? [26:13<00:00,  1.86it/s]
Epoch 0: |          | 2924/? [26:13<00:00,  1.86it/s]
Epoch 0: |          | 2924/? [26:13<00:00,  1.86it/s]
Epoch 0: |          | 2925/? [26:14<00:00,  1.86it/s]
Epoch 0: |          | 2925/? [26:14<00:00,  1.86it/s]
Epoch 0: |          | 2926/? [26:14<00:00,  1.86it/s]
Epoch 0: |          | 2926/? [26:14<00:00,  1.86it/s]
Epoch 0: |          | 2927/? [26:14<00:00,  1.86it/s]
Epoch 0: |          | 2927/? [26:14<00:00,  1.86it/s]
Epoch 0: |          | 2928/? [26:15<00:00,  1.86it/s]
Epoch 0: |          | 2928/? [26:15<00:00,  1.86it/s]
Epoch 0: |          | 2929/? [26:15<00:00,  1.86it/s]
Epoch 0: |          | 2929/? [26:15<00:00,  1.86it/s]
Epoch 0: |          | 2930/? [26:16<00:00,  1.86it/s]
Epoch 0: |          | 2930/? [26:16<00:00,  1.86it/s]
Epoch 0: |          | 2931/? [26:16<00:00,  1.86it/s]
Epoch 0: |          | 2931/? [26:16<00:00,  1.86it/s]
Epoch 0: |          | 2932/? [26:17<00:00,  1.86it/s]
Epoch 0: |          | 2932/? [26:17<00:00,  1.86it/s]
Epoch 0: |          | 2933/? [26:17<00:00,  1.86it/s]
Epoch 0: |          | 2933/? [26:17<00:00,  1.86it/s]
Epoch 0: |          | 2934/? [26:17<00:00,  1.86it/s]
Epoch 0: |          | 2934/? [26:17<00:00,  1.86it/s]
Epoch 0: |          | 2935/? [26:18<00:00,  1.86it/s]
Epoch 0: |          | 2935/? [26:18<00:00,  1.86it/s]
Epoch 0: |          | 2936/? [26:18<00:00,  1.86it/s]
Epoch 0: |          | 2936/? [26:18<00:00,  1.86it/s]
Epoch 0: |          | 2937/? [26:19<00:00,  1.86it/s]
Epoch 0: |          | 2937/? [26:19<00:00,  1.86it/s]
Epoch 0: |          | 2938/? [26:19<00:00,  1.86it/s]
Epoch 0: |          | 2938/? [26:19<00:00,  1.86it/s]
Epoch 0: |          | 2939/? [26:19<00:00,  1.86it/s]
Epoch 0: |          | 2939/? [26:19<00:00,  1.86it/s]
Epoch 0: |          | 2940/? [26:20<00:00,  1.86it/s]
Epoch 0: |          | 2940/? [26:20<00:00,  1.86it/s]
Epoch 0: |          | 2941/? [26:20<00:00,  1.86it/s]
Epoch 0: |          | 2941/? [26:20<00:00,  1.86it/s]
Epoch 0: |          | 2942/? [26:21<00:00,  1.86it/s]
Epoch 0: |          | 2942/? [26:21<00:00,  1.86it/s]
Epoch 0: |          | 2943/? [26:21<00:00,  1.86it/s]
Epoch 0: |          | 2943/? [26:21<00:00,  1.86it/s]
Epoch 0: |          | 2944/? [26:21<00:00,  1.86it/s]
Epoch 0: |          | 2944/? [26:21<00:00,  1.86it/s]
Epoch 0: |          | 2945/? [26:22<00:00,  1.86it/s]
Epoch 0: |          | 2945/? [26:22<00:00,  1.86it/s]
Epoch 0: |          | 2946/? [26:22<00:00,  1.86it/s]
Epoch 0: |          | 2946/? [26:22<00:00,  1.86it/s]
Epoch 0: |          | 2947/? [26:23<00:00,  1.86it/s]
Epoch 0: |          | 2947/? [26:23<00:00,  1.86it/s]
Epoch 0: |          | 2948/? [26:23<00:00,  1.86it/s]
Epoch 0: |          | 2948/? [26:23<00:00,  1.86it/s]
Epoch 0: |          | 2949/? [26:23<00:00,  1.86it/s]
Epoch 0: |          | 2949/? [26:23<00:00,  1.86it/s]
Epoch 0: |          | 2950/? [26:24<00:00,  1.86it/s]
Epoch 0: |          | 2950/? [26:24<00:00,  1.86it/s]
Epoch 0: |          | 2951/? [26:24<00:00,  1.86it/s]
Epoch 0: |          | 2951/? [26:24<00:00,  1.86it/s]
Epoch 0: |          | 2952/? [26:25<00:00,  1.86it/s]
Epoch 0: |          | 2952/? [26:25<00:00,  1.86it/s]
Epoch 0: |          | 2953/? [26:25<00:00,  1.86it/s]
Epoch 0: |          | 2953/? [26:25<00:00,  1.86it/s]
Epoch 0: |          | 2954/? [26:25<00:00,  1.86it/s]
Epoch 0: |          | 2954/? [26:25<00:00,  1.86it/s]
Epoch 0: |          | 2955/? [26:26<00:00,  1.86it/s]
Epoch 0: |          | 2955/? [26:26<00:00,  1.86it/s]
Epoch 0: |          | 2956/? [26:26<00:00,  1.86it/s]
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Epoch 0: |          | 2960/? [26:28<00:00,  1.86it/s]
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Epoch 0: |          | 2961/? [26:28<00:00,  1.86it/s]
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Epoch 0: |          | 2962/? [26:29<00:00,  1.86it/s]
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Epoch 0: |          | 2963/? [26:29<00:00,  1.86it/s]
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Epoch 0: |          | 2965/? [26:30<00:00,  1.86it/s]
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Epoch 0: |          | 2967/? [26:31<00:00,  1.86it/s]
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Epoch 0: |          | 2968/? [26:31<00:00,  1.86it/s]
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Epoch 0: |          | 2969/? [26:31<00:00,  1.87it/s]
Epoch 0: |          | 2969/? [26:31<00:00,  1.87it/s]
Epoch 0: |          | 2970/? [26:32<00:00,  1.87it/s]
Epoch 0: |          | 2970/? [26:32<00:00,  1.87it/s]
Epoch 0: |          | 2971/? [26:32<00:00,  1.87it/s]
Epoch 0: |          | 2971/? [26:32<00:00,  1.87it/s]
Epoch 0: |          | 2972/? [26:33<00:00,  1.87it/s]
Epoch 0: |          | 2972/? [26:33<00:00,  1.87it/s]
Epoch 0: |          | 2973/? [26:33<00:00,  1.87it/s]
Epoch 0: |          | 2973/? [26:33<00:00,  1.87it/s]
Epoch 0: |          | 2974/? [26:33<00:00,  1.87it/s]
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Epoch 0: |          | 2975/? [26:34<00:00,  1.87it/s]
Epoch 0: |          | 2975/? [26:34<00:00,  1.87it/s]
Epoch 0: |          | 2976/? [26:34<00:00,  1.87it/s]
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Epoch 0: |          | 2977/? [26:35<00:00,  1.87it/s]
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Epoch 0: |          | 2978/? [26:35<00:00,  1.87it/s]
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Epoch 0: |          | 2979/? [26:36<00:00,  1.87it/s]
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Epoch 0: |          | 2980/? [26:36<00:00,  1.87it/s]
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Epoch 0: |          | 2981/? [26:36<00:00,  1.87it/s]
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Epoch 0: |          | 2982/? [26:37<00:00,  1.87it/s]
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Epoch 0: |          | 2983/? [26:37<00:00,  1.87it/s]
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Epoch 0: |          | 2984/? [26:38<00:00,  1.87it/s]
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Epoch 0: |          | 2985/? [26:38<00:00,  1.87it/s]
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Epoch 0: |          | 2986/? [26:38<00:00,  1.87it/s]
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Epoch 0: |          | 2987/? [26:39<00:00,  1.87it/s]
Epoch 0: |          | 2987/? [26:39<00:00,  1.87it/s]
Epoch 0: |          | 2988/? [26:39<00:00,  1.87it/s]
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Epoch 0: |          | 2989/? [26:40<00:00,  1.87it/s]
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Epoch 0: |          | 2990/? [26:40<00:00,  1.87it/s]
Epoch 0: |          | 2990/? [26:40<00:00,  1.87it/s]
Epoch 0: |          | 2991/? [26:40<00:00,  1.87it/s]
Epoch 0: |          | 2991/? [26:40<00:00,  1.87it/s]
Epoch 0: |          | 2992/? [26:41<00:00,  1.87it/s]
Epoch 0: |          | 2992/? [26:41<00:00,  1.87it/s]
Epoch 0: |          | 2993/? [26:41<00:00,  1.87it/s]
Epoch 0: |          | 2993/? [26:41<00:00,  1.87it/s]
Epoch 0: |          | 2994/? [26:42<00:00,  1.87it/s]
Epoch 0: |          | 2994/? [26:42<00:00,  1.87it/s]
Epoch 0: |          | 2995/? [26:42<00:00,  1.87it/s]
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Epoch 0: |          | 2996/? [26:42<00:00,  1.87it/s]
Epoch 0: |          | 2996/? [26:42<00:00,  1.87it/s]
Epoch 0: |          | 2997/? [26:43<00:00,  1.87it/s]
Epoch 0: |          | 2997/? [26:43<00:00,  1.87it/s]
Epoch 0: |          | 2998/? [26:43<00:00,  1.87it/s]
Epoch 0: |          | 2998/? [26:43<00:00,  1.87it/s]
Epoch 0: |          | 2999/? [26:44<00:00,  1.87it/s]
Epoch 0: |          | 2999/? [26:44<00:00,  1.87it/s]
Epoch 0: |          | 3000/? [26:44<00:00,  1.87it/s]
Epoch 0: |          | 3000/? [26:44<00:00,  1.87it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  6.00it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  5.21it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  5.35it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  5.20it/s]

Epoch 0: |          | 3000/? [26:45<00:00,  1.87it/s]
Epoch 0: |          | 3001/? [26:45<00:00,  1.87it/s]
Epoch 0: |          | 3001/? [26:45<00:00,  1.87it/s]
Epoch 0: |          | 3002/? [26:46<00:00,  1.87it/s]
Epoch 0: |          | 3002/? [26:46<00:00,  1.87it/s]
Epoch 0: |          | 3003/? [26:46<00:00,  1.87it/s]
Epoch 0: |          | 3003/? [26:46<00:00,  1.87it/s]
Epoch 0: |          | 3004/? [26:46<00:00,  1.87it/s]
Epoch 0: |          | 3004/? [26:46<00:00,  1.87it/s]
Epoch 0: |          | 3005/? [26:47<00:00,  1.87it/s]
Epoch 0: |          | 3005/? [26:47<00:00,  1.87it/s]
Epoch 0: |          | 3006/? [26:47<00:00,  1.87it/s]
Epoch 0: |          | 3006/? [26:47<00:00,  1.87it/s]
Epoch 0: |          | 3007/? [26:48<00:00,  1.87it/s]
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Epoch 0: |          | 3008/? [26:48<00:00,  1.87it/s]
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Epoch 0: |          | 3009/? [26:49<00:00,  1.87it/s]
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Epoch 0: |          | 3010/? [26:49<00:00,  1.87it/s]
Epoch 0: |          | 3010/? [26:49<00:00,  1.87it/s]
Epoch 0: |          | 3011/? [26:49<00:00,  1.87it/s]
Epoch 0: |          | 3011/? [26:49<00:00,  1.87it/s]
Epoch 0: |          | 3012/? [26:50<00:00,  1.87it/s]
Epoch 0: |          | 3012/? [26:50<00:00,  1.87it/s]
Epoch 0: |          | 3013/? [26:50<00:00,  1.87it/s]
Epoch 0: |          | 3013/? [26:50<00:00,  1.87it/s]
Epoch 0: |          | 3014/? [26:51<00:00,  1.87it/s]
Epoch 0: |          | 3014/? [26:51<00:00,  1.87it/s]
Epoch 0: |          | 3015/? [26:51<00:00,  1.87it/s]
Epoch 0: |          | 3015/? [26:51<00:00,  1.87it/s]
Epoch 0: |          | 3016/? [26:51<00:00,  1.87it/s]
Epoch 0: |          | 3016/? [26:51<00:00,  1.87it/s]
Epoch 0: |          | 3017/? [26:52<00:00,  1.87it/s]
Epoch 0: |          | 3017/? [26:52<00:00,  1.87it/s]
Epoch 0: |          | 3018/? [26:52<00:00,  1.87it/s]
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Epoch 0: |          | 3019/? [26:53<00:00,  1.87it/s]
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Epoch 0: |          | 3020/? [26:53<00:00,  1.87it/s]
Epoch 0: |          | 3020/? [26:53<00:00,  1.87it/s]
Epoch 0: |          | 3021/? [26:53<00:00,  1.87it/s]
Epoch 0: |          | 3021/? [26:53<00:00,  1.87it/s]
Epoch 0: |          | 3022/? [26:54<00:00,  1.87it/s]
Epoch 0: |          | 3022/? [26:54<00:00,  1.87it/s]
Epoch 0: |          | 3023/? [26:54<00:00,  1.87it/s]
Epoch 0: |          | 3023/? [26:54<00:00,  1.87it/s]
Epoch 0: |          | 3024/? [26:55<00:00,  1.87it/s]
Epoch 0: |          | 3024/? [26:55<00:00,  1.87it/s]
Epoch 0: |          | 3025/? [26:55<00:00,  1.87it/s]
Epoch 0: |          | 3025/? [26:55<00:00,  1.87it/s]
Epoch 0: |          | 3026/? [26:55<00:00,  1.87it/s]
Epoch 0: |          | 3026/? [26:55<00:00,  1.87it/s]
Epoch 0: |          | 3027/? [26:56<00:00,  1.87it/s]
Epoch 0: |          | 3027/? [26:56<00:00,  1.87it/s]
Epoch 0: |          | 3028/? [26:56<00:00,  1.87it/s]
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Epoch 0: |          | 3029/? [26:57<00:00,  1.87it/s]
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Epoch 0: |          | 3030/? [26:57<00:00,  1.87it/s]
Epoch 0: |          | 3030/? [26:57<00:00,  1.87it/s]
Epoch 0: |          | 3031/? [26:57<00:00,  1.87it/s]
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Epoch 0: |          | 3032/? [26:58<00:00,  1.87it/s]
Epoch 0: |          | 3032/? [26:58<00:00,  1.87it/s]
Epoch 0: |          | 3033/? [26:58<00:00,  1.87it/s]
Epoch 0: |          | 3033/? [26:58<00:00,  1.87it/s]
Epoch 0: |          | 3034/? [26:59<00:00,  1.87it/s]
Epoch 0: |          | 3034/? [26:59<00:00,  1.87it/s]
Epoch 0: |          | 3035/? [26:59<00:00,  1.87it/s]
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Epoch 0: |          | 3036/? [26:59<00:00,  1.87it/s]
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Epoch 0: |          | 3037/? [27:00<00:00,  1.87it/s]
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Epoch 0: |          | 3038/? [27:00<00:00,  1.87it/s]
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Epoch 0: |          | 3040/? [27:01<00:00,  1.87it/s]
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Epoch 0: |          | 3041/? [27:01<00:00,  1.87it/s]
Epoch 0: |          | 3041/? [27:01<00:00,  1.87it/s]
Epoch 0: |          | 3042/? [27:02<00:00,  1.88it/s]
Epoch 0: |          | 3042/? [27:02<00:00,  1.88it/s]
Epoch 0: |          | 3043/? [27:02<00:00,  1.88it/s]
Epoch 0: |          | 3043/? [27:02<00:00,  1.88it/s]
Epoch 0: |          | 3044/? [27:03<00:00,  1.88it/s]
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Epoch 0: |          | 3045/? [27:03<00:00,  1.88it/s]
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Epoch 0: |          | 3046/? [27:03<00:00,  1.88it/s]
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Epoch 0: |          | 3047/? [27:04<00:00,  1.88it/s]
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Epoch 0: |          | 3048/? [27:04<00:00,  1.88it/s]
Epoch 0: |          | 3048/? [27:04<00:00,  1.88it/s]
Epoch 0: |          | 3049/? [27:05<00:00,  1.88it/s]
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Epoch 0: |          | 3050/? [27:05<00:00,  1.88it/s]
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Epoch 0: |          | 3051/? [27:05<00:00,  1.88it/s]
Epoch 0: |          | 3051/? [27:05<00:00,  1.88it/s]
Epoch 0: |          | 3052/? [27:06<00:00,  1.88it/s]
Epoch 0: |          | 3052/? [27:06<00:00,  1.88it/s]
Epoch 0: |          | 3053/? [27:06<00:00,  1.88it/s]
Epoch 0: |          | 3053/? [27:06<00:00,  1.88it/s]
Epoch 0: |          | 3054/? [27:07<00:00,  1.88it/s]
Epoch 0: |          | 3054/? [27:07<00:00,  1.88it/s]
Epoch 0: |          | 3055/? [27:07<00:00,  1.88it/s]
Epoch 0: |          | 3055/? [27:07<00:00,  1.88it/s]
Epoch 0: |          | 3056/? [27:07<00:00,  1.88it/s]
Epoch 0: |          | 3056/? [27:07<00:00,  1.88it/s]
Epoch 0: |          | 3057/? [27:08<00:00,  1.88it/s]
Epoch 0: |          | 3057/? [27:08<00:00,  1.88it/s]
Epoch 0: |          | 3058/? [27:08<00:00,  1.88it/s]
Epoch 0: |          | 3058/? [27:08<00:00,  1.88it/s]
Epoch 0: |          | 3059/? [27:09<00:00,  1.88it/s]
Epoch 0: |          | 3059/? [27:09<00:00,  1.88it/s]
Epoch 0: |          | 3060/? [27:09<00:00,  1.88it/s]
Epoch 0: |          | 3060/? [27:09<00:00,  1.88it/s]
Epoch 0: |          | 3061/? [27:10<00:00,  1.88it/s]
Epoch 0: |          | 3061/? [27:10<00:00,  1.88it/s]
Epoch 0: |          | 3062/? [27:10<00:00,  1.88it/s]
Epoch 0: |          | 3062/? [27:10<00:00,  1.88it/s]
Epoch 0: |          | 3063/? [27:10<00:00,  1.88it/s]
Epoch 0: |          | 3063/? [27:10<00:00,  1.88it/s]
Epoch 0: |          | 3064/? [27:11<00:00,  1.88it/s]
Epoch 0: |          | 3064/? [27:11<00:00,  1.88it/s]
Epoch 0: |          | 3065/? [27:11<00:00,  1.88it/s]
Epoch 0: |          | 3065/? [27:11<00:00,  1.88it/s]
Epoch 0: |          | 3066/? [27:12<00:00,  1.88it/s]
Epoch 0: |          | 3066/? [27:12<00:00,  1.88it/s]
Epoch 0: |          | 3067/? [27:12<00:00,  1.88it/s]
Epoch 0: |          | 3067/? [27:12<00:00,  1.88it/s]
Epoch 0: |          | 3068/? [27:12<00:00,  1.88it/s]
Epoch 0: |          | 3068/? [27:12<00:00,  1.88it/s]
Epoch 0: |          | 3069/? [27:13<00:00,  1.88it/s]
Epoch 0: |          | 3069/? [27:13<00:00,  1.88it/s]
Epoch 0: |          | 3070/? [27:13<00:00,  1.88it/s]
Epoch 0: |          | 3070/? [27:13<00:00,  1.88it/s]
Epoch 0: |          | 3071/? [27:14<00:00,  1.88it/s]
Epoch 0: |          | 3071/? [27:14<00:00,  1.88it/s]
Epoch 0: |          | 3072/? [27:14<00:00,  1.88it/s]
Epoch 0: |          | 3072/? [27:14<00:00,  1.88it/s]
Epoch 0: |          | 3073/? [27:14<00:00,  1.88it/s]
Epoch 0: |          | 3073/? [27:14<00:00,  1.88it/s]
Epoch 0: |          | 3074/? [27:15<00:00,  1.88it/s]
Epoch 0: |          | 3074/? [27:15<00:00,  1.88it/s]
Epoch 0: |          | 3075/? [27:15<00:00,  1.88it/s]
Epoch 0: |          | 3075/? [27:15<00:00,  1.88it/s]
Epoch 0: |          | 3076/? [27:16<00:00,  1.88it/s]
Epoch 0: |          | 3076/? [27:16<00:00,  1.88it/s]
Epoch 0: |          | 3077/? [27:16<00:00,  1.88it/s]
Epoch 0: |          | 3077/? [27:16<00:00,  1.88it/s]
Epoch 0: |          | 3078/? [27:16<00:00,  1.88it/s]
Epoch 0: |          | 3078/? [27:16<00:00,  1.88it/s]
Epoch 0: |          | 3079/? [27:17<00:00,  1.88it/s]
Epoch 0: |          | 3079/? [27:17<00:00,  1.88it/s]
Epoch 0: |          | 3080/? [27:17<00:00,  1.88it/s]
Epoch 0: |          | 3080/? [27:17<00:00,  1.88it/s]
Epoch 0: |          | 3081/? [27:18<00:00,  1.88it/s]
Epoch 0: |          | 3081/? [27:18<00:00,  1.88it/s]
Epoch 0: |          | 3082/? [27:18<00:00,  1.88it/s]
Epoch 0: |          | 3082/? [27:18<00:00,  1.88it/s]
Epoch 0: |          | 3083/? [27:18<00:00,  1.88it/s]
Epoch 0: |          | 3083/? [27:18<00:00,  1.88it/s]
Epoch 0: |          | 3084/? [27:19<00:00,  1.88it/s]
Epoch 0: |          | 3084/? [27:19<00:00,  1.88it/s]
Epoch 0: |          | 3085/? [27:19<00:00,  1.88it/s]
Epoch 0: |          | 3085/? [27:19<00:00,  1.88it/s]
Epoch 0: |          | 3086/? [27:20<00:00,  1.88it/s]
Epoch 0: |          | 3086/? [27:20<00:00,  1.88it/s]
Epoch 0: |          | 3087/? [27:20<00:00,  1.88it/s]
Epoch 0: |          | 3087/? [27:20<00:00,  1.88it/s]
Epoch 0: |          | 3088/? [27:20<00:00,  1.88it/s]
Epoch 0: |          | 3088/? [27:20<00:00,  1.88it/s]
Epoch 0: |          | 3089/? [27:21<00:00,  1.88it/s]
Epoch 0: |          | 3089/? [27:21<00:00,  1.88it/s]
Epoch 0: |          | 3090/? [27:21<00:00,  1.88it/s]
Epoch 0: |          | 3090/? [27:21<00:00,  1.88it/s]
Epoch 0: |          | 3091/? [27:22<00:00,  1.88it/s]
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Epoch 0: |          | 3200/? [28:05<00:00,  1.90it/s]
Epoch 0: |          | 3200/? [28:05<00:00,  1.90it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  6.27it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  5.61it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  5.73it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  5.50it/s]

Epoch 0: |          | 3200/? [28:06<00:00,  1.90it/s]
Epoch 0: |          | 3201/? [28:07<00:00,  1.90it/s]
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Epoch 0: |          | 3211/? [28:11<00:00,  1.90it/s]
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Epoch 0: |          | 3214/? [28:12<00:00,  1.90it/s]
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Epoch 0: |          | 3215/? [28:12<00:00,  1.90it/s]
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Epoch 0: |          | 3219/? [28:14<00:00,  1.90it/s]
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Epoch 0: |          | 3221/? [28:15<00:00,  1.90it/s]
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Epoch 0: |          | 3224/? [28:16<00:00,  1.90it/s]
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Epoch 0: |          | 3325/? [28:56<00:00,  1.91it/s]
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Epoch 0: |          | 3330/? [28:58<00:00,  1.92it/s]
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Epoch 0: |          | 3332/? [28:59<00:00,  1.92it/s]
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Epoch 0: |          | 3366/? [29:12<00:00,  1.92it/s]
Epoch 0: |          | 3367/? [29:13<00:00,  1.92it/s]
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Epoch 0: |          | 3380/? [29:18<00:00,  1.92it/s]
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Epoch 0: |          | 3381/? [29:18<00:00,  1.92it/s]
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Epoch 0: |          | 3382/? [29:19<00:00,  1.92it/s]
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Epoch 0: |          | 3389/? [29:22<00:00,  1.92it/s]
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Epoch 0: |          | 3390/? [29:22<00:00,  1.92it/s]
Epoch 0: |          | 3390/? [29:22<00:00,  1.92it/s]
Epoch 0: |          | 3391/? [29:22<00:00,  1.92it/s]
Epoch 0: |          | 3391/? [29:22<00:00,  1.92it/s]
Epoch 0: |          | 3392/? [29:23<00:00,  1.92it/s]
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Epoch 0: |          | 3394/? [29:24<00:00,  1.92it/s]
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Epoch 0: |          | 3397/? [29:25<00:00,  1.92it/s]
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Epoch 0: |          | 3398/? [29:25<00:00,  1.92it/s]
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Epoch 0: |          | 3399/? [29:26<00:00,  1.92it/s]
Epoch 0: |          | 3399/? [29:26<00:00,  1.92it/s]
Epoch 0: |          | 3400/? [29:26<00:00,  1.92it/s]
Epoch 0: |          | 3400/? [29:26<00:00,  1.92it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.03it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  6.07it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  6.22it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.02it/s]

Epoch 0: |          | 3400/? [29:27<00:00,  1.92it/s]
Epoch 0: |          | 3401/? [29:27<00:00,  1.92it/s]
Epoch 0: |          | 3401/? [29:27<00:00,  1.92it/s]
Epoch 0: |          | 3402/? [29:27<00:00,  1.92it/s]
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Epoch 0: |          | 3403/? [29:28<00:00,  1.92it/s]
Epoch 0: |          | 3403/? [29:28<00:00,  1.92it/s]
Epoch 0: |          | 3404/? [29:28<00:00,  1.92it/s]
Epoch 0: |          | 3404/? [29:28<00:00,  1.92it/s]
Epoch 0: |          | 3405/? [29:29<00:00,  1.92it/s]
Epoch 0: |          | 3405/? [29:29<00:00,  1.92it/s]
Epoch 0: |          | 3406/? [29:29<00:00,  1.92it/s]
Epoch 0: |          | 3406/? [29:29<00:00,  1.92it/s]
Epoch 0: |          | 3407/? [29:29<00:00,  1.92it/s]
Epoch 0: |          | 3407/? [29:29<00:00,  1.92it/s]
Epoch 0: |          | 3408/? [29:30<00:00,  1.93it/s]
Epoch 0: |          | 3408/? [29:30<00:00,  1.93it/s]
Epoch 0: |          | 3409/? [29:30<00:00,  1.93it/s]
Epoch 0: |          | 3409/? [29:30<00:00,  1.93it/s]
Epoch 0: |          | 3410/? [29:31<00:00,  1.93it/s]
Epoch 0: |          | 3410/? [29:31<00:00,  1.93it/s]
Epoch 0: |          | 3411/? [29:31<00:00,  1.93it/s]
Epoch 0: |          | 3411/? [29:31<00:00,  1.93it/s]
Epoch 0: |          | 3412/? [29:31<00:00,  1.93it/s]
Epoch 0: |          | 3412/? [29:31<00:00,  1.93it/s]
Epoch 0: |          | 3413/? [29:32<00:00,  1.93it/s]
Epoch 0: |          | 3413/? [29:32<00:00,  1.93it/s]
Epoch 0: |          | 3414/? [29:32<00:00,  1.93it/s]
Epoch 0: |          | 3414/? [29:32<00:00,  1.93it/s]
Epoch 0: |          | 3415/? [29:33<00:00,  1.93it/s]
Epoch 0: |          | 3415/? [29:33<00:00,  1.93it/s]
Epoch 0: |          | 3416/? [29:33<00:00,  1.93it/s]
Epoch 0: |          | 3416/? [29:33<00:00,  1.93it/s]
Epoch 0: |          | 3417/? [29:33<00:00,  1.93it/s]
Epoch 0: |          | 3417/? [29:33<00:00,  1.93it/s]
Epoch 0: |          | 3418/? [29:34<00:00,  1.93it/s]
Epoch 0: |          | 3418/? [29:34<00:00,  1.93it/s]
Epoch 0: |          | 3419/? [29:34<00:00,  1.93it/s]
Epoch 0: |          | 3419/? [29:34<00:00,  1.93it/s]
Epoch 0: |          | 3420/? [29:35<00:00,  1.93it/s]
Epoch 0: |          | 3420/? [29:35<00:00,  1.93it/s]
Epoch 0: |          | 3421/? [29:35<00:00,  1.93it/s]
Epoch 0: |          | 3421/? [29:35<00:00,  1.93it/s]
Epoch 0: |          | 3422/? [29:35<00:00,  1.93it/s]
Epoch 0: |          | 3422/? [29:35<00:00,  1.93it/s]
Epoch 0: |          | 3423/? [29:36<00:00,  1.93it/s]
Epoch 0: |          | 3423/? [29:36<00:00,  1.93it/s]
Epoch 0: |          | 3424/? [29:36<00:00,  1.93it/s]
Epoch 0: |          | 3424/? [29:36<00:00,  1.93it/s]
Epoch 0: |          | 3425/? [29:37<00:00,  1.93it/s]
Epoch 0: |          | 3425/? [29:37<00:00,  1.93it/s]
Epoch 0: |          | 3426/? [29:37<00:00,  1.93it/s]
Epoch 0: |          | 3426/? [29:37<00:00,  1.93it/s]
Epoch 0: |          | 3427/? [29:37<00:00,  1.93it/s]
Epoch 0: |          | 3427/? [29:37<00:00,  1.93it/s]
Epoch 0: |          | 3428/? [29:38<00:00,  1.93it/s]
Epoch 0: |          | 3428/? [29:38<00:00,  1.93it/s]
Epoch 0: |          | 3429/? [29:38<00:00,  1.93it/s]
Epoch 0: |          | 3429/? [29:38<00:00,  1.93it/s]
Epoch 0: |          | 3430/? [29:39<00:00,  1.93it/s]
Epoch 0: |          | 3430/? [29:39<00:00,  1.93it/s]
Epoch 0: |          | 3431/? [29:39<00:00,  1.93it/s]
Epoch 0: |          | 3431/? [29:39<00:00,  1.93it/s]
Epoch 0: |          | 3432/? [29:39<00:00,  1.93it/s]
Epoch 0: |          | 3432/? [29:39<00:00,  1.93it/s]
Epoch 0: |          | 3433/? [29:40<00:00,  1.93it/s]
Epoch 0: |          | 3433/? [29:40<00:00,  1.93it/s]
Epoch 0: |          | 3434/? [29:40<00:00,  1.93it/s]
Epoch 0: |          | 3434/? [29:40<00:00,  1.93it/s]
Epoch 0: |          | 3435/? [29:41<00:00,  1.93it/s]
Epoch 0: |          | 3435/? [29:41<00:00,  1.93it/s]
Epoch 0: |          | 3436/? [29:41<00:00,  1.93it/s]
Epoch 0: |          | 3436/? [29:41<00:00,  1.93it/s]
Epoch 0: |          | 3437/? [29:41<00:00,  1.93it/s]
Epoch 0: |          | 3437/? [29:41<00:00,  1.93it/s]
Epoch 0: |          | 3438/? [29:42<00:00,  1.93it/s]
Epoch 0: |          | 3438/? [29:42<00:00,  1.93it/s]
Epoch 0: |          | 3439/? [29:42<00:00,  1.93it/s]
Epoch 0: |          | 3439/? [29:42<00:00,  1.93it/s]
Epoch 0: |          | 3440/? [29:42<00:00,  1.93it/s]
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Epoch 0: |          | 3441/? [29:43<00:00,  1.93it/s]
Epoch 0: |          | 3441/? [29:43<00:00,  1.93it/s]
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Epoch 0: |          | 3445/? [29:44<00:00,  1.93it/s]
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Epoch 0: |          | 3446/? [29:45<00:00,  1.93it/s]
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Epoch 0: |          | 3450/? [29:46<00:00,  1.93it/s]
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Epoch 0: |          | 3451/? [29:47<00:00,  1.93it/s]
Epoch 0: |          | 3451/? [29:47<00:00,  1.93it/s]
Epoch 0: |          | 3452/? [29:47<00:00,  1.93it/s]
Epoch 0: |          | 3452/? [29:47<00:00,  1.93it/s]
Epoch 0: |          | 3453/? [29:48<00:00,  1.93it/s]
Epoch 0: |          | 3453/? [29:48<00:00,  1.93it/s]
Epoch 0: |          | 3454/? [29:48<00:00,  1.93it/s]
Epoch 0: |          | 3454/? [29:48<00:00,  1.93it/s]
Epoch 0: |          | 3455/? [29:48<00:00,  1.93it/s]
Epoch 0: |          | 3455/? [29:48<00:00,  1.93it/s]
Epoch 0: |          | 3456/? [29:49<00:00,  1.93it/s]
Epoch 0: |          | 3456/? [29:49<00:00,  1.93it/s]
Epoch 0: |          | 3457/? [29:49<00:00,  1.93it/s]
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Epoch 0: |          | 3458/? [29:49<00:00,  1.93it/s]
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Epoch 0: |          | 3459/? [29:50<00:00,  1.93it/s]
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Epoch 0: |          | 3460/? [29:50<00:00,  1.93it/s]
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Epoch 0: |          | 3461/? [29:51<00:00,  1.93it/s]
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Epoch 0: |          | 3462/? [29:51<00:00,  1.93it/s]
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Epoch 0: |          | 3463/? [29:51<00:00,  1.93it/s]
Epoch 0: |          | 3463/? [29:51<00:00,  1.93it/s]
Epoch 0: |          | 3464/? [29:52<00:00,  1.93it/s]
Epoch 0: |          | 3464/? [29:52<00:00,  1.93it/s]
Epoch 0: |          | 3465/? [29:52<00:00,  1.93it/s]
Epoch 0: |          | 3465/? [29:52<00:00,  1.93it/s]
Epoch 0: |          | 3466/? [29:53<00:00,  1.93it/s]
Epoch 0: |          | 3466/? [29:53<00:00,  1.93it/s]
Epoch 0: |          | 3467/? [29:53<00:00,  1.93it/s]
Epoch 0: |          | 3467/? [29:53<00:00,  1.93it/s]
Epoch 0: |          | 3468/? [29:53<00:00,  1.93it/s]
Epoch 0: |          | 3468/? [29:53<00:00,  1.93it/s]
Epoch 0: |          | 3469/? [29:54<00:00,  1.93it/s]
Epoch 0: |          | 3469/? [29:54<00:00,  1.93it/s]
Epoch 0: |          | 3470/? [29:54<00:00,  1.93it/s]
Epoch 0: |          | 3470/? [29:54<00:00,  1.93it/s]
Epoch 0: |          | 3471/? [29:55<00:00,  1.93it/s]
Epoch 0: |          | 3471/? [29:55<00:00,  1.93it/s]
Epoch 0: |          | 3472/? [29:55<00:00,  1.93it/s]
Epoch 0: |          | 3472/? [29:55<00:00,  1.93it/s]
Epoch 0: |          | 3473/? [29:55<00:00,  1.93it/s]
Epoch 0: |          | 3473/? [29:55<00:00,  1.93it/s]
Epoch 0: |          | 3474/? [29:56<00:00,  1.93it/s]
Epoch 0: |          | 3474/? [29:56<00:00,  1.93it/s]
Epoch 0: |          | 3475/? [29:56<00:00,  1.93it/s]
Epoch 0: |          | 3475/? [29:56<00:00,  1.93it/s]
Epoch 0: |          | 3476/? [29:57<00:00,  1.93it/s]
Epoch 0: |          | 3476/? [29:57<00:00,  1.93it/s]
Epoch 0: |          | 3477/? [29:57<00:00,  1.93it/s]
Epoch 0: |          | 3477/? [29:57<00:00,  1.93it/s]
Epoch 0: |          | 3478/? [29:57<00:00,  1.93it/s]
Epoch 0: |          | 3478/? [29:57<00:00,  1.93it/s]
Epoch 0: |          | 3479/? [29:58<00:00,  1.93it/s]
Epoch 0: |          | 3479/? [29:58<00:00,  1.93it/s]
Epoch 0: |          | 3480/? [29:58<00:00,  1.93it/s]
Epoch 0: |          | 3480/? [29:58<00:00,  1.93it/s]
Epoch 0: |          | 3481/? [29:58<00:00,  1.94it/s]
Epoch 0: |          | 3481/? [29:58<00:00,  1.94it/s]
Epoch 0: |          | 3482/? [29:59<00:00,  1.94it/s]
Epoch 0: |          | 3482/? [29:59<00:00,  1.94it/s]
Epoch 0: |          | 3483/? [29:59<00:00,  1.94it/s]
Epoch 0: |          | 3483/? [29:59<00:00,  1.94it/s]
Epoch 0: |          | 3484/? [30:00<00:00,  1.94it/s]
Epoch 0: |          | 3484/? [30:00<00:00,  1.94it/s]
Epoch 0: |          | 3485/? [30:00<00:00,  1.94it/s]
Epoch 0: |          | 3485/? [30:00<00:00,  1.94it/s]
Epoch 0: |          | 3486/? [30:00<00:00,  1.94it/s]
Epoch 0: |          | 3486/? [30:00<00:00,  1.94it/s]
Epoch 0: |          | 3487/? [30:01<00:00,  1.94it/s]
Epoch 0: |          | 3487/? [30:01<00:00,  1.94it/s]
Epoch 0: |          | 3488/? [30:01<00:00,  1.94it/s]
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Epoch 0: |          | 3489/? [30:02<00:00,  1.94it/s]
Epoch 0: |          | 3489/? [30:02<00:00,  1.94it/s]
Epoch 0: |          | 3490/? [30:02<00:00,  1.94it/s]
Epoch 0: |          | 3490/? [30:02<00:00,  1.94it/s]
Epoch 0: |          | 3491/? [30:02<00:00,  1.94it/s]
Epoch 0: |          | 3491/? [30:02<00:00,  1.94it/s]
Epoch 0: |          | 3492/? [30:03<00:00,  1.94it/s]
Epoch 0: |          | 3492/? [30:03<00:00,  1.94it/s]
Epoch 0: |          | 3493/? [30:03<00:00,  1.94it/s]
Epoch 0: |          | 3493/? [30:03<00:00,  1.94it/s]
Epoch 0: |          | 3494/? [30:04<00:00,  1.94it/s]
Epoch 0: |          | 3494/? [30:04<00:00,  1.94it/s]
Epoch 0: |          | 3495/? [30:04<00:00,  1.94it/s]
Epoch 0: |          | 3495/? [30:04<00:00,  1.94it/s]
Epoch 0: |          | 3496/? [30:04<00:00,  1.94it/s]
Epoch 0: |          | 3496/? [30:04<00:00,  1.94it/s]
Epoch 0: |          | 3497/? [30:05<00:00,  1.94it/s]
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Epoch 0: |          | 3498/? [30:05<00:00,  1.94it/s]
Epoch 0: |          | 3498/? [30:05<00:00,  1.94it/s]
Epoch 0: |          | 3499/? [30:06<00:00,  1.94it/s]
Epoch 0: |          | 3499/? [30:06<00:00,  1.94it/s]
Epoch 0: |          | 3500/? [30:06<00:00,  1.94it/s]
Epoch 0: |          | 3500/? [30:06<00:00,  1.94it/s]
Epoch 0: |          | 3501/? [30:06<00:00,  1.94it/s]
Epoch 0: |          | 3501/? [30:06<00:00,  1.94it/s]
Epoch 0: |          | 3502/? [30:07<00:00,  1.94it/s]
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Epoch 0: |          | 3512/? [30:11<00:00,  1.94it/s]
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Epoch 0: |          | 3552/? [30:26<00:00,  1.94it/s]
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Epoch 0: |          | 3553/? [30:27<00:00,  1.94it/s]
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Epoch 0: |          | 3563/? [30:31<00:00,  1.95it/s]
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Epoch 0: |          | 3564/? [30:31<00:00,  1.95it/s]
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Epoch 0: |          | 3565/? [30:32<00:00,  1.95it/s]
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Epoch 0: |          | 3567/? [30:32<00:00,  1.95it/s]
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Epoch 0: |          | 3568/? [30:33<00:00,  1.95it/s]
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Epoch 0: |          | 3569/? [30:33<00:00,  1.95it/s]
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Epoch 0: |          | 3570/? [30:34<00:00,  1.95it/s]
Epoch 0: |          | 3570/? [30:34<00:00,  1.95it/s]
Epoch 0: |          | 3571/? [30:34<00:00,  1.95it/s]
Epoch 0: |          | 3571/? [30:34<00:00,  1.95it/s]
Epoch 0: |          | 3572/? [30:34<00:00,  1.95it/s]
Epoch 0: |          | 3572/? [30:34<00:00,  1.95it/s]
Epoch 0: |          | 3573/? [30:35<00:00,  1.95it/s]
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Epoch 0: |          | 3574/? [30:35<00:00,  1.95it/s]
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Epoch 0: |          | 3575/? [30:35<00:00,  1.95it/s]
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Epoch 0: |          | 3576/? [30:36<00:00,  1.95it/s]
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Epoch 0: |          | 3577/? [30:36<00:00,  1.95it/s]
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Epoch 0: |          | 3578/? [30:37<00:00,  1.95it/s]
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Epoch 0: |          | 3579/? [30:37<00:00,  1.95it/s]
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Epoch 0: |          | 3580/? [30:37<00:00,  1.95it/s]
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Epoch 0: |          | 3585/? [30:40<00:00,  1.95it/s]
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Epoch 0: |          | 3591/? [30:42<00:00,  1.95it/s]
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Epoch 0: |          | 3592/? [30:42<00:00,  1.95it/s]
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Epoch 0: |          | 3593/? [30:43<00:00,  1.95it/s]
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Epoch 0: |          | 3595/? [30:43<00:00,  1.95it/s]
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Epoch 0: |          | 3596/? [30:44<00:00,  1.95it/s]
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Epoch 0: |          | 3597/? [30:44<00:00,  1.95it/s]
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Epoch 0: |          | 3600/? [30:45<00:00,  1.95it/s]
Epoch 0: |          | 3600/? [30:45<00:00,  1.95it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  8.01it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  6.97it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.06it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.75it/s]

Epoch 0: |          | 3600/? [30:46<00:00,  1.95it/s]
Epoch 0: |          | 3601/? [30:46<00:00,  1.95it/s]
Epoch 0: |          | 3601/? [30:46<00:00,  1.95it/s]
Epoch 0: |          | 3602/? [30:47<00:00,  1.95it/s]
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Epoch 0: |          | 3603/? [30:47<00:00,  1.95it/s]
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Epoch 0: |          | 3604/? [30:48<00:00,  1.95it/s]
Epoch 0: |          | 3604/? [30:48<00:00,  1.95it/s]
Epoch 0: |          | 3605/? [30:48<00:00,  1.95it/s]
Epoch 0: |          | 3605/? [30:48<00:00,  1.95it/s]
Epoch 0: |          | 3606/? [30:48<00:00,  1.95it/s]
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Epoch 0: |          | 3607/? [30:49<00:00,  1.95it/s]
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Epoch 0: |          | 3608/? [30:49<00:00,  1.95it/s]
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Epoch 0: |          | 3609/? [30:50<00:00,  1.95it/s]
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Epoch 0: |          | 3610/? [30:50<00:00,  1.95it/s]
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Epoch 0: |          | 3611/? [30:50<00:00,  1.95it/s]
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Epoch 0: |          | 3612/? [30:51<00:00,  1.95it/s]
Epoch 0: |          | 3612/? [30:51<00:00,  1.95it/s]
Epoch 0: |          | 3613/? [30:51<00:00,  1.95it/s]
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Epoch 0: |          | 3614/? [30:52<00:00,  1.95it/s]
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Epoch 0: |          | 3615/? [30:52<00:00,  1.95it/s]
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Epoch 0: |          | 3616/? [30:52<00:00,  1.95it/s]
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Epoch 0: |          | 3619/? [30:54<00:00,  1.95it/s]
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Epoch 0: |          | 3621/? [30:54<00:00,  1.95it/s]
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Epoch 0: |          | 3622/? [30:55<00:00,  1.95it/s]
Epoch 0: |          | 3622/? [30:55<00:00,  1.95it/s]
Epoch 0: |          | 3623/? [30:55<00:00,  1.95it/s]
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Epoch 0: |          | 3624/? [30:56<00:00,  1.95it/s]
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Epoch 0: |          | 3625/? [30:56<00:00,  1.95it/s]
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Epoch 0: |          | 3626/? [30:56<00:00,  1.95it/s]
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Epoch 0: |          | 3627/? [30:57<00:00,  1.95it/s]
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Epoch 0: |          | 3628/? [30:57<00:00,  1.95it/s]
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Epoch 0: |          | 3629/? [30:57<00:00,  1.95it/s]
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Epoch 0: |          | 3630/? [30:58<00:00,  1.95it/s]
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Epoch 0: |          | 3631/? [30:58<00:00,  1.95it/s]
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Epoch 0: |          | 3632/? [30:59<00:00,  1.95it/s]
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Epoch 0: |          | 3633/? [30:59<00:00,  1.95it/s]
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Epoch 0: |          | 3634/? [30:59<00:00,  1.95it/s]
Epoch 0: |          | 3634/? [30:59<00:00,  1.95it/s]
Epoch 0: |          | 3635/? [31:00<00:00,  1.95it/s]
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Epoch 0: |          | 3636/? [31:00<00:00,  1.95it/s]
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Epoch 0: |          | 3637/? [31:01<00:00,  1.95it/s]
Epoch 0: |          | 3637/? [31:01<00:00,  1.95it/s]
Epoch 0: |          | 3638/? [31:01<00:00,  1.95it/s]
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Epoch 0: |          | 3639/? [31:01<00:00,  1.95it/s]
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Epoch 0: |          | 3640/? [31:02<00:00,  1.95it/s]
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Epoch 0: |          | 3641/? [31:02<00:00,  1.95it/s]
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Epoch 0: |          | 3642/? [31:03<00:00,  1.95it/s]
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Epoch 0: |          | 3643/? [31:03<00:00,  1.96it/s]
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Epoch 0: |          | 3644/? [31:03<00:00,  1.96it/s]
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Epoch 0: |          | 3645/? [31:04<00:00,  1.96it/s]
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Epoch 0: |          | 3646/? [31:04<00:00,  1.96it/s]
Epoch 0: |          | 3646/? [31:04<00:00,  1.96it/s]
Epoch 0: |          | 3647/? [31:04<00:00,  1.96it/s]
Epoch 0: |          | 3647/? [31:04<00:00,  1.96it/s]
Epoch 0: |          | 3648/? [31:05<00:00,  1.96it/s]
Epoch 0: |          | 3648/? [31:05<00:00,  1.96it/s]
Epoch 0: |          | 3649/? [31:05<00:00,  1.96it/s]
Epoch 0: |          | 3649/? [31:05<00:00,  1.96it/s]
Epoch 0: |          | 3650/? [31:06<00:00,  1.96it/s]
Epoch 0: |          | 3650/? [31:06<00:00,  1.96it/s]
Epoch 0: |          | 3651/? [31:06<00:00,  1.96it/s]
Epoch 0: |          | 3651/? [31:06<00:00,  1.96it/s]
Epoch 0: |          | 3652/? [31:06<00:00,  1.96it/s]
Epoch 0: |          | 3652/? [31:06<00:00,  1.96it/s]
Epoch 0: |          | 3653/? [31:07<00:00,  1.96it/s]
Epoch 0: |          | 3653/? [31:07<00:00,  1.96it/s]
Epoch 0: |          | 3654/? [31:07<00:00,  1.96it/s]
Epoch 0: |          | 3654/? [31:07<00:00,  1.96it/s]
Epoch 0: |          | 3655/? [31:08<00:00,  1.96it/s]
Epoch 0: |          | 3655/? [31:08<00:00,  1.96it/s]
Epoch 0: |          | 3656/? [31:08<00:00,  1.96it/s]
Epoch 0: |          | 3656/? [31:08<00:00,  1.96it/s]
Epoch 0: |          | 3657/? [31:08<00:00,  1.96it/s]
Epoch 0: |          | 3657/? [31:08<00:00,  1.96it/s]
Epoch 0: |          | 3658/? [31:09<00:00,  1.96it/s]
Epoch 0: |          | 3658/? [31:09<00:00,  1.96it/s]
Epoch 0: |          | 3659/? [31:09<00:00,  1.96it/s]
Epoch 0: |          | 3659/? [31:09<00:00,  1.96it/s]
Epoch 0: |          | 3660/? [31:10<00:00,  1.96it/s]
Epoch 0: |          | 3660/? [31:10<00:00,  1.96it/s]
Epoch 0: |          | 3661/? [31:10<00:00,  1.96it/s]
Epoch 0: |          | 3661/? [31:10<00:00,  1.96it/s]
Epoch 0: |          | 3662/? [31:10<00:00,  1.96it/s]
Epoch 0: |          | 3662/? [31:10<00:00,  1.96it/s]
Epoch 0: |          | 3663/? [31:11<00:00,  1.96it/s]
Epoch 0: |          | 3663/? [31:11<00:00,  1.96it/s]
Epoch 0: |          | 3664/? [31:11<00:00,  1.96it/s]
Epoch 0: |          | 3664/? [31:11<00:00,  1.96it/s]
Epoch 0: |          | 3665/? [31:12<00:00,  1.96it/s]
Epoch 0: |          | 3665/? [31:12<00:00,  1.96it/s]
Epoch 0: |          | 3666/? [31:12<00:00,  1.96it/s]
Epoch 0: |          | 3666/? [31:12<00:00,  1.96it/s]
Epoch 0: |          | 3667/? [31:12<00:00,  1.96it/s]
Epoch 0: |          | 3667/? [31:12<00:00,  1.96it/s]
Epoch 0: |          | 3668/? [31:13<00:00,  1.96it/s]
Epoch 0: |          | 3668/? [31:13<00:00,  1.96it/s]
Epoch 0: |          | 3669/? [31:13<00:00,  1.96it/s]
Epoch 0: |          | 3669/? [31:13<00:00,  1.96it/s]
Epoch 0: |          | 3670/? [31:13<00:00,  1.96it/s]
Epoch 0: |          | 3670/? [31:13<00:00,  1.96it/s]
Epoch 0: |          | 3671/? [31:14<00:00,  1.96it/s]
Epoch 0: |          | 3671/? [31:14<00:00,  1.96it/s]
Epoch 0: |          | 3672/? [31:14<00:00,  1.96it/s]
Epoch 0: |          | 3672/? [31:14<00:00,  1.96it/s]
Epoch 0: |          | 3673/? [31:15<00:00,  1.96it/s]
Epoch 0: |          | 3673/? [31:15<00:00,  1.96it/s]
Epoch 0: |          | 3674/? [31:15<00:00,  1.96it/s]
Epoch 0: |          | 3674/? [31:15<00:00,  1.96it/s]
Epoch 0: |          | 3675/? [31:15<00:00,  1.96it/s]
Epoch 0: |          | 3675/? [31:15<00:00,  1.96it/s]
Epoch 0: |          | 3676/? [31:16<00:00,  1.96it/s]
Epoch 0: |          | 3676/? [31:16<00:00,  1.96it/s]
Epoch 0: |          | 3677/? [31:16<00:00,  1.96it/s]
Epoch 0: |          | 3677/? [31:16<00:00,  1.96it/s]
Epoch 0: |          | 3678/? [31:17<00:00,  1.96it/s]
Epoch 0: |          | 3678/? [31:17<00:00,  1.96it/s]
Epoch 0: |          | 3679/? [31:17<00:00,  1.96it/s]
Epoch 0: |          | 3679/? [31:17<00:00,  1.96it/s]
Epoch 0: |          | 3680/? [31:17<00:00,  1.96it/s]
Epoch 0: |          | 3680/? [31:17<00:00,  1.96it/s]
Epoch 0: |          | 3681/? [31:18<00:00,  1.96it/s]
Epoch 0: |          | 3681/? [31:18<00:00,  1.96it/s]
Epoch 0: |          | 3682/? [31:18<00:00,  1.96it/s]
Epoch 0: |          | 3682/? [31:18<00:00,  1.96it/s]
Epoch 0: |          | 3683/? [31:19<00:00,  1.96it/s]
Epoch 0: |          | 3683/? [31:19<00:00,  1.96it/s]
Epoch 0: |          | 3684/? [31:19<00:00,  1.96it/s]
Epoch 0: |          | 3684/? [31:19<00:00,  1.96it/s]
Epoch 0: |          | 3685/? [31:19<00:00,  1.96it/s]
Epoch 0: |          | 3685/? [31:19<00:00,  1.96it/s]
Epoch 0: |          | 3686/? [31:20<00:00,  1.96it/s]
Epoch 0: |          | 3686/? [31:20<00:00,  1.96it/s]
Epoch 0: |          | 3687/? [31:20<00:00,  1.96it/s]
Epoch 0: |          | 3687/? [31:20<00:00,  1.96it/s]
Epoch 0: |          | 3688/? [31:20<00:00,  1.96it/s]
Epoch 0: |          | 3688/? [31:20<00:00,  1.96it/s]
Epoch 0: |          | 3689/? [31:21<00:00,  1.96it/s]
Epoch 0: |          | 3689/? [31:21<00:00,  1.96it/s]
Epoch 0: |          | 3690/? [31:21<00:00,  1.96it/s]
Epoch 0: |          | 3690/? [31:21<00:00,  1.96it/s]
Epoch 0: |          | 3691/? [31:22<00:00,  1.96it/s]
Epoch 0: |          | 3691/? [31:22<00:00,  1.96it/s]
Epoch 0: |          | 3692/? [31:22<00:00,  1.96it/s]
Epoch 0: |          | 3692/? [31:22<00:00,  1.96it/s]
Epoch 0: |          | 3693/? [31:22<00:00,  1.96it/s]
Epoch 0: |          | 3693/? [31:22<00:00,  1.96it/s]
Epoch 0: |          | 3694/? [31:23<00:00,  1.96it/s]
Epoch 0: |          | 3694/? [31:23<00:00,  1.96it/s]
Epoch 0: |          | 3695/? [31:23<00:00,  1.96it/s]
Epoch 0: |          | 3695/? [31:23<00:00,  1.96it/s]
Epoch 0: |          | 3696/? [31:24<00:00,  1.96it/s]
Epoch 0: |          | 3696/? [31:24<00:00,  1.96it/s]
Epoch 0: |          | 3697/? [31:24<00:00,  1.96it/s]
Epoch 0: |          | 3697/? [31:24<00:00,  1.96it/s]
Epoch 0: |          | 3698/? [31:24<00:00,  1.96it/s]
Epoch 0: |          | 3698/? [31:24<00:00,  1.96it/s]
Epoch 0: |          | 3699/? [31:25<00:00,  1.96it/s]
Epoch 0: |          | 3699/? [31:25<00:00,  1.96it/s]
Epoch 0: |          | 3700/? [31:25<00:00,  1.96it/s]
Epoch 0: |          | 3700/? [31:25<00:00,  1.96it/s]
Epoch 0: |          | 3701/? [31:26<00:00,  1.96it/s]
Epoch 0: |          | 3701/? [31:26<00:00,  1.96it/s]
Epoch 0: |          | 3702/? [31:26<00:00,  1.96it/s]
Epoch 0: |          | 3702/? [31:26<00:00,  1.96it/s]
Epoch 0: |          | 3703/? [31:26<00:00,  1.96it/s]
Epoch 0: |          | 3703/? [31:26<00:00,  1.96it/s]
Epoch 0: |          | 3704/? [31:27<00:00,  1.96it/s]
Epoch 0: |          | 3704/? [31:27<00:00,  1.96it/s]
Epoch 0: |          | 3705/? [31:27<00:00,  1.96it/s]
Epoch 0: |          | 3705/? [31:27<00:00,  1.96it/s]
Epoch 0: |          | 3706/? [31:28<00:00,  1.96it/s]
Epoch 0: |          | 3706/? [31:28<00:00,  1.96it/s]
Epoch 0: |          | 3707/? [31:28<00:00,  1.96it/s]
Epoch 0: |          | 3707/? [31:28<00:00,  1.96it/s]
Epoch 0: |          | 3708/? [31:28<00:00,  1.96it/s]
Epoch 0: |          | 3708/? [31:28<00:00,  1.96it/s]
Epoch 0: |          | 3709/? [31:29<00:00,  1.96it/s]
Epoch 0: |          | 3709/? [31:29<00:00,  1.96it/s]
Epoch 0: |          | 3710/? [31:29<00:00,  1.96it/s]
Epoch 0: |          | 3710/? [31:29<00:00,  1.96it/s]
Epoch 0: |          | 3711/? [31:30<00:00,  1.96it/s]
Epoch 0: |          | 3711/? [31:30<00:00,  1.96it/s]
Epoch 0: |          | 3712/? [31:30<00:00,  1.96it/s]
Epoch 0: |          | 3712/? [31:30<00:00,  1.96it/s]
Epoch 0: |          | 3713/? [31:30<00:00,  1.96it/s]
Epoch 0: |          | 3713/? [31:30<00:00,  1.96it/s]
Epoch 0: |          | 3714/? [31:31<00:00,  1.96it/s]
Epoch 0: |          | 3714/? [31:31<00:00,  1.96it/s]
Epoch 0: |          | 3715/? [31:31<00:00,  1.96it/s]
Epoch 0: |          | 3715/? [31:31<00:00,  1.96it/s]
Epoch 0: |          | 3716/? [31:31<00:00,  1.96it/s]
Epoch 0: |          | 3716/? [31:31<00:00,  1.96it/s]
Epoch 0: |          | 3717/? [31:32<00:00,  1.96it/s]
Epoch 0: |          | 3717/? [31:32<00:00,  1.96it/s]
Epoch 0: |          | 3718/? [31:32<00:00,  1.96it/s]
Epoch 0: |          | 3718/? [31:32<00:00,  1.96it/s]
Epoch 0: |          | 3719/? [31:33<00:00,  1.96it/s]
Epoch 0: |          | 3719/? [31:33<00:00,  1.96it/s]
Epoch 0: |          | 3720/? [31:33<00:00,  1.96it/s]
Epoch 0: |          | 3720/? [31:33<00:00,  1.96it/s]
Epoch 0: |          | 3721/? [31:33<00:00,  1.96it/s]
Epoch 0: |          | 3721/? [31:33<00:00,  1.96it/s]
Epoch 0: |          | 3722/? [31:34<00:00,  1.96it/s]
Epoch 0: |          | 3722/? [31:34<00:00,  1.96it/s]
Epoch 0: |          | 3723/? [31:34<00:00,  1.96it/s]
Epoch 0: |          | 3723/? [31:34<00:00,  1.96it/s]
Epoch 0: |          | 3724/? [31:35<00:00,  1.97it/s]
Epoch 0: |          | 3724/? [31:35<00:00,  1.97it/s]
Epoch 0: |          | 3725/? [31:35<00:00,  1.97it/s]
Epoch 0: |          | 3725/? [31:35<00:00,  1.97it/s]
Epoch 0: |          | 3726/? [31:35<00:00,  1.97it/s]
Epoch 0: |          | 3726/? [31:35<00:00,  1.97it/s]
Epoch 0: |          | 3727/? [31:36<00:00,  1.97it/s]
Epoch 0: |          | 3727/? [31:36<00:00,  1.97it/s]
Epoch 0: |          | 3728/? [31:36<00:00,  1.97it/s]
Epoch 0: |          | 3728/? [31:36<00:00,  1.97it/s]
Epoch 0: |          | 3729/? [31:37<00:00,  1.97it/s]
Epoch 0: |          | 3729/? [31:37<00:00,  1.97it/s]
Epoch 0: |          | 3730/? [31:37<00:00,  1.97it/s]
Epoch 0: |          | 3730/? [31:37<00:00,  1.97it/s]
Epoch 0: |          | 3731/? [31:37<00:00,  1.97it/s]
Epoch 0: |          | 3731/? [31:37<00:00,  1.97it/s]
Epoch 0: |          | 3732/? [31:38<00:00,  1.97it/s]
Epoch 0: |          | 3732/? [31:38<00:00,  1.97it/s]
Epoch 0: |          | 3733/? [31:38<00:00,  1.97it/s]
Epoch 0: |          | 3733/? [31:38<00:00,  1.97it/s]
Epoch 0: |          | 3734/? [31:38<00:00,  1.97it/s]
Epoch 0: |          | 3734/? [31:38<00:00,  1.97it/s]
Epoch 0: |          | 3735/? [31:39<00:00,  1.97it/s]
Epoch 0: |          | 3735/? [31:39<00:00,  1.97it/s]
Epoch 0: |          | 3736/? [31:39<00:00,  1.97it/s]
Epoch 0: |          | 3736/? [31:39<00:00,  1.97it/s]
Epoch 0: |          | 3737/? [31:40<00:00,  1.97it/s]
Epoch 0: |          | 3737/? [31:40<00:00,  1.97it/s]
Epoch 0: |          | 3738/? [31:40<00:00,  1.97it/s]
Epoch 0: |          | 3738/? [31:40<00:00,  1.97it/s]
Epoch 0: |          | 3739/? [31:40<00:00,  1.97it/s]
Epoch 0: |          | 3739/? [31:40<00:00,  1.97it/s]
Epoch 0: |          | 3740/? [31:41<00:00,  1.97it/s]
Epoch 0: |          | 3740/? [31:41<00:00,  1.97it/s]
Epoch 0: |          | 3741/? [31:41<00:00,  1.97it/s]
Epoch 0: |          | 3741/? [31:41<00:00,  1.97it/s]
Epoch 0: |          | 3742/? [31:42<00:00,  1.97it/s]
Epoch 0: |          | 3742/? [31:42<00:00,  1.97it/s]
Epoch 0: |          | 3743/? [31:42<00:00,  1.97it/s]
Epoch 0: |          | 3743/? [31:42<00:00,  1.97it/s]
Epoch 0: |          | 3744/? [31:42<00:00,  1.97it/s]
Epoch 0: |          | 3744/? [31:42<00:00,  1.97it/s]
Epoch 0: |          | 3745/? [31:43<00:00,  1.97it/s]
Epoch 0: |          | 3745/? [31:43<00:00,  1.97it/s]
Epoch 0: |          | 3746/? [31:43<00:00,  1.97it/s]
Epoch 0: |          | 3746/? [31:43<00:00,  1.97it/s]
Epoch 0: |          | 3747/? [31:44<00:00,  1.97it/s]
Epoch 0: |          | 3747/? [31:44<00:00,  1.97it/s]
Epoch 0: |          | 3748/? [31:44<00:00,  1.97it/s]
Epoch 0: |          | 3748/? [31:44<00:00,  1.97it/s]
Epoch 0: |          | 3749/? [31:44<00:00,  1.97it/s]
Epoch 0: |          | 3749/? [31:44<00:00,  1.97it/s]
Epoch 0: |          | 3750/? [31:45<00:00,  1.97it/s]
Epoch 0: |          | 3750/? [31:45<00:00,  1.97it/s]
Epoch 0: |          | 3751/? [31:45<00:00,  1.97it/s]
Epoch 0: |          | 3751/? [31:45<00:00,  1.97it/s]
Epoch 0: |          | 3752/? [31:45<00:00,  1.97it/s]
Epoch 0: |          | 3752/? [31:45<00:00,  1.97it/s]
Epoch 0: |          | 3753/? [31:46<00:00,  1.97it/s]
Epoch 0: |          | 3753/? [31:46<00:00,  1.97it/s]
Epoch 0: |          | 3754/? [31:46<00:00,  1.97it/s]
Epoch 0: |          | 3754/? [31:46<00:00,  1.97it/s]
Epoch 0: |          | 3755/? [31:47<00:00,  1.97it/s]
Epoch 0: |          | 3755/? [31:47<00:00,  1.97it/s]
Epoch 0: |          | 3756/? [31:47<00:00,  1.97it/s]
Epoch 0: |          | 3756/? [31:47<00:00,  1.97it/s]
Epoch 0: |          | 3757/? [31:47<00:00,  1.97it/s]
Epoch 0: |          | 3757/? [31:47<00:00,  1.97it/s]
Epoch 0: |          | 3758/? [31:48<00:00,  1.97it/s]
Epoch 0: |          | 3758/? [31:48<00:00,  1.97it/s]
Epoch 0: |          | 3759/? [31:48<00:00,  1.97it/s]
Epoch 0: |          | 3759/? [31:48<00:00,  1.97it/s]
Epoch 0: |          | 3760/? [31:49<00:00,  1.97it/s]
Epoch 0: |          | 3760/? [31:49<00:00,  1.97it/s]
Epoch 0: |          | 3761/? [31:49<00:00,  1.97it/s]
Epoch 0: |          | 3761/? [31:49<00:00,  1.97it/s]
Epoch 0: |          | 3762/? [31:49<00:00,  1.97it/s]
Epoch 0: |          | 3762/? [31:49<00:00,  1.97it/s]
Epoch 0: |          | 3763/? [31:50<00:00,  1.97it/s]
Epoch 0: |          | 3763/? [31:50<00:00,  1.97it/s]
Epoch 0: |          | 3764/? [31:50<00:00,  1.97it/s]
Epoch 0: |          | 3764/? [31:50<00:00,  1.97it/s]
Epoch 0: |          | 3765/? [31:51<00:00,  1.97it/s]
Epoch 0: |          | 3765/? [31:51<00:00,  1.97it/s]
Epoch 0: |          | 3766/? [31:51<00:00,  1.97it/s]
Epoch 0: |          | 3766/? [31:51<00:00,  1.97it/s]
Epoch 0: |          | 3767/? [31:51<00:00,  1.97it/s]
Epoch 0: |          | 3767/? [31:51<00:00,  1.97it/s]
Epoch 0: |          | 3768/? [31:52<00:00,  1.97it/s]
Epoch 0: |          | 3768/? [31:52<00:00,  1.97it/s]
Epoch 0: |          | 3769/? [31:52<00:00,  1.97it/s]
Epoch 0: |          | 3769/? [31:52<00:00,  1.97it/s]
Epoch 0: |          | 3770/? [31:53<00:00,  1.97it/s]
Epoch 0: |          | 3770/? [31:53<00:00,  1.97it/s]
Epoch 0: |          | 3771/? [31:53<00:00,  1.97it/s]
Epoch 0: |          | 3771/? [31:53<00:00,  1.97it/s]
Epoch 0: |          | 3772/? [31:53<00:00,  1.97it/s]
Epoch 0: |          | 3772/? [31:53<00:00,  1.97it/s]
Epoch 0: |          | 3773/? [31:54<00:00,  1.97it/s]
Epoch 0: |          | 3773/? [31:54<00:00,  1.97it/s]
Epoch 0: |          | 3774/? [31:54<00:00,  1.97it/s]
Epoch 0: |          | 3774/? [31:54<00:00,  1.97it/s]
Epoch 0: |          | 3775/? [31:55<00:00,  1.97it/s]
Epoch 0: |          | 3775/? [31:55<00:00,  1.97it/s]
Epoch 0: |          | 3776/? [31:55<00:00,  1.97it/s]
Epoch 0: |          | 3776/? [31:55<00:00,  1.97it/s]
Epoch 0: |          | 3777/? [31:55<00:00,  1.97it/s]
Epoch 0: |          | 3777/? [31:55<00:00,  1.97it/s]
Epoch 0: |          | 3778/? [31:56<00:00,  1.97it/s]
Epoch 0: |          | 3778/? [31:56<00:00,  1.97it/s]
Epoch 0: |          | 3779/? [31:56<00:00,  1.97it/s]
Epoch 0: |          | 3779/? [31:56<00:00,  1.97it/s]
Epoch 0: |          | 3780/? [31:57<00:00,  1.97it/s]
Epoch 0: |          | 3780/? [31:57<00:00,  1.97it/s]
Epoch 0: |          | 3781/? [31:57<00:00,  1.97it/s]
Epoch 0: |          | 3781/? [31:57<00:00,  1.97it/s]
Epoch 0: |          | 3782/? [31:57<00:00,  1.97it/s]
Epoch 0: |          | 3782/? [31:57<00:00,  1.97it/s]
Epoch 0: |          | 3783/? [31:58<00:00,  1.97it/s]
Epoch 0: |          | 3783/? [31:58<00:00,  1.97it/s]
Epoch 0: |          | 3784/? [31:58<00:00,  1.97it/s]
Epoch 0: |          | 3784/? [31:58<00:00,  1.97it/s]
Epoch 0: |          | 3785/? [31:58<00:00,  1.97it/s]
Epoch 0: |          | 3785/? [31:58<00:00,  1.97it/s]
Epoch 0: |          | 3786/? [31:59<00:00,  1.97it/s]
Epoch 0: |          | 3786/? [31:59<00:00,  1.97it/s]
Epoch 0: |          | 3787/? [31:59<00:00,  1.97it/s]
Epoch 0: |          | 3787/? [31:59<00:00,  1.97it/s]
Epoch 0: |          | 3788/? [32:00<00:00,  1.97it/s]
Epoch 0: |          | 3788/? [32:00<00:00,  1.97it/s]
Epoch 0: |          | 3789/? [32:00<00:00,  1.97it/s]
Epoch 0: |          | 3789/? [32:00<00:00,  1.97it/s]
Epoch 0: |          | 3790/? [32:00<00:00,  1.97it/s]
Epoch 0: |          | 3790/? [32:00<00:00,  1.97it/s]
Epoch 0: |          | 3791/? [32:01<00:00,  1.97it/s]
Epoch 0: |          | 3791/? [32:01<00:00,  1.97it/s]
Epoch 0: |          | 3792/? [32:01<00:00,  1.97it/s]
Epoch 0: |          | 3792/? [32:01<00:00,  1.97it/s]
Epoch 0: |          | 3793/? [32:02<00:00,  1.97it/s]
Epoch 0: |          | 3793/? [32:02<00:00,  1.97it/s]
Epoch 0: |          | 3794/? [32:02<00:00,  1.97it/s]
Epoch 0: |          | 3794/? [32:02<00:00,  1.97it/s]
Epoch 0: |          | 3795/? [32:02<00:00,  1.97it/s]
Epoch 0: |          | 3795/? [32:02<00:00,  1.97it/s]
Epoch 0: |          | 3796/? [32:03<00:00,  1.97it/s]
Epoch 0: |          | 3796/? [32:03<00:00,  1.97it/s]
Epoch 0: |          | 3797/? [32:03<00:00,  1.97it/s]
Epoch 0: |          | 3797/? [32:03<00:00,  1.97it/s]
Epoch 0: |          | 3798/? [32:03<00:00,  1.97it/s]
Epoch 0: |          | 3798/? [32:03<00:00,  1.97it/s]
Epoch 0: |          | 3799/? [32:04<00:00,  1.97it/s]
Epoch 0: |          | 3799/? [32:04<00:00,  1.97it/s]
Epoch 0: |          | 3800/? [32:04<00:00,  1.97it/s]
Epoch 0: |          | 3800/? [32:04<00:00,  1.97it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  9.27it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.21it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.38it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.11it/s]

Epoch 0: |          | 3800/? [32:05<00:00,  1.97it/s]
Epoch 0: |          | 3801/? [32:05<00:00,  1.97it/s]
Epoch 0: |          | 3801/? [32:05<00:00,  1.97it/s]
Epoch 0: |          | 3802/? [32:06<00:00,  1.97it/s]
Epoch 0: |          | 3802/? [32:06<00:00,  1.97it/s]
Epoch 0: |          | 3803/? [32:06<00:00,  1.97it/s]
Epoch 0: |          | 3803/? [32:06<00:00,  1.97it/s]
Epoch 0: |          | 3804/? [32:06<00:00,  1.97it/s]
Epoch 0: |          | 3804/? [32:06<00:00,  1.97it/s]
Epoch 0: |          | 3805/? [32:07<00:00,  1.97it/s]
Epoch 0: |          | 3805/? [32:07<00:00,  1.97it/s]
Epoch 0: |          | 3806/? [32:07<00:00,  1.97it/s]
Epoch 0: |          | 3806/? [32:07<00:00,  1.97it/s]
Epoch 0: |          | 3807/? [32:07<00:00,  1.97it/s]
Epoch 0: |          | 3807/? [32:07<00:00,  1.97it/s]
Epoch 0: |          | 3808/? [32:08<00:00,  1.97it/s]
Epoch 0: |          | 3808/? [32:08<00:00,  1.97it/s]
Epoch 0: |          | 3809/? [32:08<00:00,  1.97it/s]
Epoch 0: |          | 3809/? [32:08<00:00,  1.97it/s]
Epoch 0: |          | 3810/? [32:09<00:00,  1.98it/s]
Epoch 0: |          | 3810/? [32:09<00:00,  1.98it/s]
Epoch 0: |          | 3811/? [32:09<00:00,  1.98it/s]
Epoch 0: |          | 3811/? [32:09<00:00,  1.98it/s]
Epoch 0: |          | 3812/? [32:09<00:00,  1.98it/s]
Epoch 0: |          | 3812/? [32:09<00:00,  1.98it/s]
Epoch 0: |          | 3813/? [32:10<00:00,  1.98it/s]
Epoch 0: |          | 3813/? [32:10<00:00,  1.98it/s]
Epoch 0: |          | 3814/? [32:10<00:00,  1.98it/s]
Epoch 0: |          | 3814/? [32:10<00:00,  1.98it/s]
Epoch 0: |          | 3815/? [32:11<00:00,  1.98it/s]
Epoch 0: |          | 3815/? [32:11<00:00,  1.98it/s]
Epoch 0: |          | 3816/? [32:11<00:00,  1.98it/s]
Epoch 0: |          | 3816/? [32:11<00:00,  1.98it/s]
Epoch 0: |          | 3817/? [32:11<00:00,  1.98it/s]
Epoch 0: |          | 3817/? [32:11<00:00,  1.98it/s]
Epoch 0: |          | 3818/? [32:12<00:00,  1.98it/s]
Epoch 0: |          | 3818/? [32:12<00:00,  1.98it/s]
Epoch 0: |          | 3819/? [32:12<00:00,  1.98it/s]
Epoch 0: |          | 3819/? [32:12<00:00,  1.98it/s]
Epoch 0: |          | 3820/? [32:12<00:00,  1.98it/s]
Epoch 0: |          | 3820/? [32:12<00:00,  1.98it/s]
Epoch 0: |          | 3821/? [32:13<00:00,  1.98it/s]
Epoch 0: |          | 3821/? [32:13<00:00,  1.98it/s]
Epoch 0: |          | 3822/? [32:13<00:00,  1.98it/s]
Epoch 0: |          | 3822/? [32:13<00:00,  1.98it/s]
Epoch 0: |          | 3823/? [32:14<00:00,  1.98it/s]
Epoch 0: |          | 3823/? [32:14<00:00,  1.98it/s]
Epoch 0: |          | 3824/? [32:14<00:00,  1.98it/s]
Epoch 0: |          | 3824/? [32:14<00:00,  1.98it/s]
Epoch 0: |          | 3825/? [32:14<00:00,  1.98it/s]
Epoch 0: |          | 3825/? [32:14<00:00,  1.98it/s]
Epoch 0: |          | 3826/? [32:15<00:00,  1.98it/s]
Epoch 0: |          | 3826/? [32:15<00:00,  1.98it/s]
Epoch 0: |          | 3827/? [32:15<00:00,  1.98it/s]
Epoch 0: |          | 3827/? [32:15<00:00,  1.98it/s]
Epoch 0: |          | 3828/? [32:15<00:00,  1.98it/s]
Epoch 0: |          | 3828/? [32:15<00:00,  1.98it/s]
Epoch 0: |          | 3829/? [32:16<00:00,  1.98it/s]
Epoch 0: |          | 3829/? [32:16<00:00,  1.98it/s]
Epoch 0: |          | 3830/? [32:16<00:00,  1.98it/s]
Epoch 0: |          | 3830/? [32:16<00:00,  1.98it/s]
Epoch 0: |          | 3831/? [32:17<00:00,  1.98it/s]
Epoch 0: |          | 3831/? [32:17<00:00,  1.98it/s]
Epoch 0: |          | 3832/? [32:17<00:00,  1.98it/s]
Epoch 0: |          | 3832/? [32:17<00:00,  1.98it/s]
Epoch 0: |          | 3833/? [32:17<00:00,  1.98it/s]
Epoch 0: |          | 3833/? [32:17<00:00,  1.98it/s]
Epoch 0: |          | 3834/? [32:18<00:00,  1.98it/s]
Epoch 0: |          | 3834/? [32:18<00:00,  1.98it/s]
Epoch 0: |          | 3835/? [32:18<00:00,  1.98it/s]
Epoch 0: |          | 3835/? [32:18<00:00,  1.98it/s]
Epoch 0: |          | 3836/? [32:19<00:00,  1.98it/s]
Epoch 0: |          | 3836/? [32:19<00:00,  1.98it/s]
Epoch 0: |          | 3837/? [32:19<00:00,  1.98it/s]
Epoch 0: |          | 3837/? [32:19<00:00,  1.98it/s]
Epoch 0: |          | 3838/? [32:19<00:00,  1.98it/s]
Epoch 0: |          | 3838/? [32:19<00:00,  1.98it/s]
Epoch 0: |          | 3839/? [32:20<00:00,  1.98it/s]
Epoch 0: |          | 3839/? [32:20<00:00,  1.98it/s]
Epoch 0: |          | 3840/? [32:20<00:00,  1.98it/s]
Epoch 0: |          | 3840/? [32:20<00:00,  1.98it/s]
Epoch 0: |          | 3841/? [32:20<00:00,  1.98it/s]
Epoch 0: |          | 3841/? [32:20<00:00,  1.98it/s]
Epoch 0: |          | 3842/? [32:21<00:00,  1.98it/s]
Epoch 0: |          | 3842/? [32:21<00:00,  1.98it/s]
Epoch 0: |          | 3843/? [32:21<00:00,  1.98it/s]
Epoch 0: |          | 3843/? [32:21<00:00,  1.98it/s]
Epoch 0: |          | 3844/? [32:22<00:00,  1.98it/s]
Epoch 0: |          | 3844/? [32:22<00:00,  1.98it/s]
Epoch 0: |          | 3845/? [32:22<00:00,  1.98it/s]
Epoch 0: |          | 3845/? [32:22<00:00,  1.98it/s]
Epoch 0: |          | 3846/? [32:22<00:00,  1.98it/s]
Epoch 0: |          | 3846/? [32:22<00:00,  1.98it/s]
Epoch 0: |          | 3847/? [32:23<00:00,  1.98it/s]
Epoch 0: |          | 3847/? [32:23<00:00,  1.98it/s]
Epoch 0: |          | 3848/? [32:23<00:00,  1.98it/s]
Epoch 0: |          | 3848/? [32:23<00:00,  1.98it/s]
Epoch 0: |          | 3849/? [32:24<00:00,  1.98it/s]
Epoch 0: |          | 3849/? [32:24<00:00,  1.98it/s]
Epoch 0: |          | 3850/? [32:24<00:00,  1.98it/s]
Epoch 0: |          | 3850/? [32:24<00:00,  1.98it/s]
Epoch 0: |          | 3851/? [32:24<00:00,  1.98it/s]
Epoch 0: |          | 3851/? [32:24<00:00,  1.98it/s]
Epoch 0: |          | 3852/? [32:25<00:00,  1.98it/s]
Epoch 0: |          | 3852/? [32:25<00:00,  1.98it/s]
Epoch 0: |          | 3853/? [32:25<00:00,  1.98it/s]
Epoch 0: |          | 3853/? [32:25<00:00,  1.98it/s]
Epoch 0: |          | 3854/? [32:26<00:00,  1.98it/s]
Epoch 0: |          | 3854/? [32:26<00:00,  1.98it/s]
Epoch 0: |          | 3855/? [32:26<00:00,  1.98it/s]
Epoch 0: |          | 3855/? [32:26<00:00,  1.98it/s]
Epoch 0: |          | 3856/? [32:26<00:00,  1.98it/s]
Epoch 0: |          | 3856/? [32:26<00:00,  1.98it/s]
Epoch 0: |          | 3857/? [32:27<00:00,  1.98it/s]
Epoch 0: |          | 3857/? [32:27<00:00,  1.98it/s]
Epoch 0: |          | 3858/? [32:27<00:00,  1.98it/s]
Epoch 0: |          | 3858/? [32:27<00:00,  1.98it/s]
Epoch 0: |          | 3859/? [32:27<00:00,  1.98it/s]
Epoch 0: |          | 3859/? [32:27<00:00,  1.98it/s]
Epoch 0: |          | 3860/? [32:28<00:00,  1.98it/s]
Epoch 0: |          | 3860/? [32:28<00:00,  1.98it/s]
Epoch 0: |          | 3861/? [32:28<00:00,  1.98it/s]
Epoch 0: |          | 3861/? [32:28<00:00,  1.98it/s]
Epoch 0: |          | 3862/? [32:29<00:00,  1.98it/s]
Epoch 0: |          | 3862/? [32:29<00:00,  1.98it/s]
Epoch 0: |          | 3863/? [32:29<00:00,  1.98it/s]
Epoch 0: |          | 3863/? [32:29<00:00,  1.98it/s]
Epoch 0: |          | 3864/? [32:29<00:00,  1.98it/s]
Epoch 0: |          | 3864/? [32:29<00:00,  1.98it/s]
Epoch 0: |          | 3865/? [32:30<00:00,  1.98it/s]
Epoch 0: |          | 3865/? [32:30<00:00,  1.98it/s]
Epoch 0: |          | 3866/? [32:30<00:00,  1.98it/s]
Epoch 0: |          | 3866/? [32:30<00:00,  1.98it/s]
Epoch 0: |          | 3867/? [32:31<00:00,  1.98it/s]
Epoch 0: |          | 3867/? [32:31<00:00,  1.98it/s]
Epoch 0: |          | 3868/? [32:31<00:00,  1.98it/s]
Epoch 0: |          | 3868/? [32:31<00:00,  1.98it/s]
Epoch 0: |          | 3869/? [32:31<00:00,  1.98it/s]
Epoch 0: |          | 3869/? [32:31<00:00,  1.98it/s]
Epoch 0: |          | 3870/? [32:32<00:00,  1.98it/s]
Epoch 0: |          | 3870/? [32:32<00:00,  1.98it/s]
Epoch 0: |          | 3871/? [32:32<00:00,  1.98it/s]
Epoch 0: |          | 3871/? [32:32<00:00,  1.98it/s]
Epoch 0: |          | 3872/? [32:33<00:00,  1.98it/s]
Epoch 0: |          | 3872/? [32:33<00:00,  1.98it/s]
Epoch 0: |          | 3873/? [32:33<00:00,  1.98it/s]
Epoch 0: |          | 3873/? [32:33<00:00,  1.98it/s]
Epoch 0: |          | 3874/? [32:33<00:00,  1.98it/s]
Epoch 0: |          | 3874/? [32:33<00:00,  1.98it/s]
Epoch 0: |          | 3875/? [32:34<00:00,  1.98it/s]
Epoch 0: |          | 3875/? [32:34<00:00,  1.98it/s]
Epoch 0: |          | 3876/? [32:34<00:00,  1.98it/s]
Epoch 0: |          | 3876/? [32:34<00:00,  1.98it/s]
Epoch 0: |          | 3877/? [32:34<00:00,  1.98it/s]
Epoch 0: |          | 3877/? [32:34<00:00,  1.98it/s]
Epoch 0: |          | 3878/? [32:35<00:00,  1.98it/s]
Epoch 0: |          | 3878/? [32:35<00:00,  1.98it/s]
Epoch 0: |          | 3879/? [32:35<00:00,  1.98it/s]
Epoch 0: |          | 3879/? [32:35<00:00,  1.98it/s]
Epoch 0: |          | 3880/? [32:36<00:00,  1.98it/s]
Epoch 0: |          | 3880/? [32:36<00:00,  1.98it/s]
Epoch 0: |          | 3881/? [32:36<00:00,  1.98it/s]
Epoch 0: |          | 3881/? [32:36<00:00,  1.98it/s]
Epoch 0: |          | 3882/? [32:36<00:00,  1.98it/s]
Epoch 0: |          | 3882/? [32:36<00:00,  1.98it/s]
Epoch 0: |          | 3883/? [32:37<00:00,  1.98it/s]
Epoch 0: |          | 3883/? [32:37<00:00,  1.98it/s]
Epoch 0: |          | 3884/? [32:37<00:00,  1.98it/s]
Epoch 0: |          | 3884/? [32:37<00:00,  1.98it/s]
Epoch 0: |          | 3885/? [32:37<00:00,  1.98it/s]
Epoch 0: |          | 3885/? [32:37<00:00,  1.98it/s]
Epoch 0: |          | 3886/? [32:38<00:00,  1.98it/s]
Epoch 0: |          | 3886/? [32:38<00:00,  1.98it/s]
Epoch 0: |          | 3887/? [32:38<00:00,  1.98it/s]
Epoch 0: |          | 3887/? [32:38<00:00,  1.98it/s]
Epoch 0: |          | 3888/? [32:39<00:00,  1.98it/s]
Epoch 0: |          | 3888/? [32:39<00:00,  1.98it/s]
Epoch 0: |          | 3889/? [32:39<00:00,  1.98it/s]
Epoch 0: |          | 3889/? [32:39<00:00,  1.98it/s]
Epoch 0: |          | 3890/? [32:39<00:00,  1.98it/s]
Epoch 0: |          | 3890/? [32:39<00:00,  1.98it/s]
Epoch 0: |          | 3891/? [32:40<00:00,  1.98it/s]
Epoch 0: |          | 3891/? [32:40<00:00,  1.98it/s]
Epoch 0: |          | 3892/? [32:40<00:00,  1.99it/s]
Epoch 0: |          | 3892/? [32:40<00:00,  1.99it/s]
Epoch 0: |          | 3893/? [32:41<00:00,  1.99it/s]
Epoch 0: |          | 3893/? [32:41<00:00,  1.99it/s]
Epoch 0: |          | 3894/? [32:41<00:00,  1.99it/s]
Epoch 0: |          | 3894/? [32:41<00:00,  1.99it/s]
Epoch 0: |          | 3895/? [32:41<00:00,  1.99it/s]
Epoch 0: |          | 3895/? [32:41<00:00,  1.99it/s]
Epoch 0: |          | 3896/? [32:42<00:00,  1.99it/s]
Epoch 0: |          | 3896/? [32:42<00:00,  1.99it/s]
Epoch 0: |          | 3897/? [32:42<00:00,  1.99it/s]
Epoch 0: |          | 3897/? [32:42<00:00,  1.99it/s]
Epoch 0: |          | 3898/? [32:42<00:00,  1.99it/s]
Epoch 0: |          | 3898/? [32:42<00:00,  1.99it/s]
Epoch 0: |          | 3899/? [32:43<00:00,  1.99it/s]
Epoch 0: |          | 3899/? [32:43<00:00,  1.99it/s]
Epoch 0: |          | 3900/? [32:43<00:00,  1.99it/s]
Epoch 0: |          | 3900/? [32:43<00:00,  1.99it/s]
Epoch 0: |          | 3901/? [32:44<00:00,  1.99it/s]
Epoch 0: |          | 3901/? [32:44<00:00,  1.99it/s]
Epoch 0: |          | 3902/? [32:44<00:00,  1.99it/s]
Epoch 0: |          | 3902/? [32:44<00:00,  1.99it/s]
Epoch 0: |          | 3903/? [32:44<00:00,  1.99it/s]
Epoch 0: |          | 3903/? [32:44<00:00,  1.99it/s]
Epoch 0: |          | 3904/? [32:45<00:00,  1.99it/s]
Epoch 0: |          | 3904/? [32:45<00:00,  1.99it/s]
Epoch 0: |          | 3905/? [32:45<00:00,  1.99it/s]
Epoch 0: |          | 3905/? [32:45<00:00,  1.99it/s]
Epoch 0: |          | 3906/? [32:46<00:00,  1.99it/s]
Epoch 0: |          | 3906/? [32:46<00:00,  1.99it/s]
Epoch 0: |          | 3907/? [32:46<00:00,  1.99it/s]
Epoch 0: |          | 3907/? [32:46<00:00,  1.99it/s]
Epoch 0: |          | 3908/? [32:46<00:00,  1.99it/s]
Epoch 0: |          | 3908/? [32:46<00:00,  1.99it/s]
Epoch 0: |          | 3909/? [32:47<00:00,  1.99it/s]
Epoch 0: |          | 3909/? [32:47<00:00,  1.99it/s]
Epoch 0: |          | 3910/? [32:47<00:00,  1.99it/s]
Epoch 0: |          | 3910/? [32:47<00:00,  1.99it/s]
Epoch 0: |          | 3911/? [32:48<00:00,  1.99it/s]
Epoch 0: |          | 3911/? [32:48<00:00,  1.99it/s]
Epoch 0: |          | 3912/? [32:48<00:00,  1.99it/s]
Epoch 0: |          | 3912/? [32:48<00:00,  1.99it/s]
Epoch 0: |          | 3913/? [32:48<00:00,  1.99it/s]
Epoch 0: |          | 3913/? [32:48<00:00,  1.99it/s]
Epoch 0: |          | 3914/? [32:49<00:00,  1.99it/s]
Epoch 0: |          | 3914/? [32:49<00:00,  1.99it/s]
Epoch 0: |          | 3915/? [32:49<00:00,  1.99it/s]
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Epoch 0: |          | 3916/? [32:49<00:00,  1.99it/s]
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Epoch 0: |          | 3917/? [32:50<00:00,  1.99it/s]
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Epoch 0: |          | 3918/? [32:50<00:00,  1.99it/s]
Epoch 0: |          | 3918/? [32:50<00:00,  1.99it/s]
Epoch 0: |          | 3919/? [32:51<00:00,  1.99it/s]
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Epoch 0: |          | 3920/? [32:51<00:00,  1.99it/s]
Epoch 0: |          | 3920/? [32:51<00:00,  1.99it/s]
Epoch 0: |          | 3921/? [32:51<00:00,  1.99it/s]
Epoch 0: |          | 3921/? [32:51<00:00,  1.99it/s]
Epoch 0: |          | 3922/? [32:52<00:00,  1.99it/s]
Epoch 0: |          | 3922/? [32:52<00:00,  1.99it/s]
Epoch 0: |          | 3923/? [32:52<00:00,  1.99it/s]
Epoch 0: |          | 3923/? [32:52<00:00,  1.99it/s]
Epoch 0: |          | 3924/? [32:53<00:00,  1.99it/s]
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Epoch 0: |          | 3925/? [32:53<00:00,  1.99it/s]
Epoch 0: |          | 3925/? [32:53<00:00,  1.99it/s]
Epoch 0: |          | 3926/? [32:53<00:00,  1.99it/s]
Epoch 0: |          | 3926/? [32:53<00:00,  1.99it/s]
Epoch 0: |          | 3927/? [32:54<00:00,  1.99it/s]
Epoch 0: |          | 3927/? [32:54<00:00,  1.99it/s]
Epoch 0: |          | 3928/? [32:54<00:00,  1.99it/s]
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Epoch 0: |          | 3929/? [32:55<00:00,  1.99it/s]
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Epoch 0: |          | 3930/? [32:55<00:00,  1.99it/s]
Epoch 0: |          | 3930/? [32:55<00:00,  1.99it/s]
Epoch 0: |          | 3931/? [32:55<00:00,  1.99it/s]
Epoch 0: |          | 3931/? [32:55<00:00,  1.99it/s]
Epoch 0: |          | 3932/? [32:56<00:00,  1.99it/s]
Epoch 0: |          | 3932/? [32:56<00:00,  1.99it/s]
Epoch 0: |          | 3933/? [32:56<00:00,  1.99it/s]
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Epoch 0: |          | 3934/? [32:56<00:00,  1.99it/s]
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Epoch 0: |          | 3935/? [32:57<00:00,  1.99it/s]
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Epoch 0: |          | 3936/? [32:57<00:00,  1.99it/s]
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Epoch 0: |          | 3937/? [32:58<00:00,  1.99it/s]
Epoch 0: |          | 3937/? [32:58<00:00,  1.99it/s]
Epoch 0: |          | 3938/? [32:58<00:00,  1.99it/s]
Epoch 0: |          | 3938/? [32:58<00:00,  1.99it/s]
Epoch 0: |          | 3939/? [32:58<00:00,  1.99it/s]
Epoch 0: |          | 3939/? [32:58<00:00,  1.99it/s]
Epoch 0: |          | 3940/? [32:59<00:00,  1.99it/s]
Epoch 0: |          | 3940/? [32:59<00:00,  1.99it/s]
Epoch 0: |          | 3941/? [32:59<00:00,  1.99it/s]
Epoch 0: |          | 3941/? [32:59<00:00,  1.99it/s]
Epoch 0: |          | 3942/? [33:00<00:00,  1.99it/s]
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Epoch 0: |          | 3943/? [33:00<00:00,  1.99it/s]
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Epoch 0: |          | 3944/? [33:00<00:00,  1.99it/s]
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Epoch 0: |          | 3945/? [33:01<00:00,  1.99it/s]
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Epoch 0: |          | 3946/? [33:01<00:00,  1.99it/s]
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Epoch 0: |          | 3947/? [33:01<00:00,  1.99it/s]
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Epoch 0: |          | 3948/? [33:02<00:00,  1.99it/s]
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Epoch 0: |          | 3949/? [33:02<00:00,  1.99it/s]
Epoch 0: |          | 3949/? [33:02<00:00,  1.99it/s]
Epoch 0: |          | 3950/? [33:03<00:00,  1.99it/s]
Epoch 0: |          | 3950/? [33:03<00:00,  1.99it/s]
Epoch 0: |          | 3951/? [33:03<00:00,  1.99it/s]
Epoch 0: |          | 3951/? [33:03<00:00,  1.99it/s]
Epoch 0: |          | 3952/? [33:03<00:00,  1.99it/s]
Epoch 0: |          | 3952/? [33:03<00:00,  1.99it/s]
Epoch 0: |          | 3953/? [33:04<00:00,  1.99it/s]
Epoch 0: |          | 3953/? [33:04<00:00,  1.99it/s]
Epoch 0: |          | 3954/? [33:04<00:00,  1.99it/s]
Epoch 0: |          | 3954/? [33:04<00:00,  1.99it/s]
Epoch 0: |          | 3955/? [33:04<00:00,  1.99it/s]
Epoch 0: |          | 3955/? [33:04<00:00,  1.99it/s]
Epoch 0: |          | 3956/? [33:05<00:00,  1.99it/s]
Epoch 0: |          | 3956/? [33:05<00:00,  1.99it/s]
Epoch 0: |          | 3957/? [33:05<00:00,  1.99it/s]
Epoch 0: |          | 3957/? [33:05<00:00,  1.99it/s]
Epoch 0: |          | 3958/? [33:06<00:00,  1.99it/s]
Epoch 0: |          | 3958/? [33:06<00:00,  1.99it/s]
Epoch 0: |          | 3959/? [33:06<00:00,  1.99it/s]
Epoch 0: |          | 3959/? [33:06<00:00,  1.99it/s]
Epoch 0: |          | 3960/? [33:06<00:00,  1.99it/s]
Epoch 0: |          | 3960/? [33:06<00:00,  1.99it/s]
Epoch 0: |          | 3961/? [33:07<00:00,  1.99it/s]
Epoch 0: |          | 3961/? [33:07<00:00,  1.99it/s]
Epoch 0: |          | 3962/? [33:07<00:00,  1.99it/s]
Epoch 0: |          | 3962/? [33:07<00:00,  1.99it/s]
Epoch 0: |          | 3963/? [33:08<00:00,  1.99it/s]
Epoch 0: |          | 3963/? [33:08<00:00,  1.99it/s]
Epoch 0: |          | 3964/? [33:08<00:00,  1.99it/s]
Epoch 0: |          | 3964/? [33:08<00:00,  1.99it/s]
Epoch 0: |          | 3965/? [33:08<00:00,  1.99it/s]
Epoch 0: |          | 3965/? [33:08<00:00,  1.99it/s]
Epoch 0: |          | 3966/? [33:09<00:00,  1.99it/s]
Epoch 0: |          | 3966/? [33:09<00:00,  1.99it/s]
Epoch 0: |          | 3967/? [33:09<00:00,  1.99it/s]
Epoch 0: |          | 3967/? [33:09<00:00,  1.99it/s]
Epoch 0: |          | 3968/? [33:09<00:00,  1.99it/s]
Epoch 0: |          | 3968/? [33:09<00:00,  1.99it/s]
Epoch 0: |          | 3969/? [33:10<00:00,  1.99it/s]
Epoch 0: |          | 3969/? [33:10<00:00,  1.99it/s]
Epoch 0: |          | 3970/? [33:10<00:00,  1.99it/s]
Epoch 0: |          | 3970/? [33:10<00:00,  1.99it/s]
Epoch 0: |          | 3971/? [33:11<00:00,  1.99it/s]
Epoch 0: |          | 3971/? [33:11<00:00,  1.99it/s]
Epoch 0: |          | 3972/? [33:11<00:00,  1.99it/s]
Epoch 0: |          | 3972/? [33:11<00:00,  1.99it/s]
Epoch 0: |          | 3973/? [33:11<00:00,  1.99it/s]
Epoch 0: |          | 3973/? [33:11<00:00,  1.99it/s]
Epoch 0: |          | 3974/? [33:12<00:00,  1.99it/s]
Epoch 0: |          | 3974/? [33:12<00:00,  1.99it/s]
Epoch 0: |          | 3975/? [33:12<00:00,  1.99it/s]
Epoch 0: |          | 3975/? [33:12<00:00,  1.99it/s]
Epoch 0: |          | 3976/? [33:13<00:00,  1.99it/s]
Epoch 0: |          | 3976/? [33:13<00:00,  1.99it/s]
Epoch 0: |          | 3977/? [33:13<00:00,  1.99it/s]
Epoch 0: |          | 3977/? [33:13<00:00,  1.99it/s]
Epoch 0: |          | 3978/? [33:13<00:00,  2.00it/s]
Epoch 0: |          | 3978/? [33:13<00:00,  2.00it/s]
Epoch 0: |          | 3979/? [33:14<00:00,  2.00it/s]
Epoch 0: |          | 3979/? [33:14<00:00,  2.00it/s]
Epoch 0: |          | 3980/? [33:14<00:00,  2.00it/s]
Epoch 0: |          | 3980/? [33:14<00:00,  2.00it/s]
Epoch 0: |          | 3981/? [33:15<00:00,  2.00it/s]
Epoch 0: |          | 3981/? [33:15<00:00,  2.00it/s]
Epoch 0: |          | 3982/? [33:15<00:00,  2.00it/s]
Epoch 0: |          | 3982/? [33:15<00:00,  2.00it/s]
Epoch 0: |          | 3983/? [33:15<00:00,  2.00it/s]
Epoch 0: |          | 3983/? [33:15<00:00,  2.00it/s]
Epoch 0: |          | 3984/? [33:16<00:00,  2.00it/s]
Epoch 0: |          | 3984/? [33:16<00:00,  2.00it/s]
Epoch 0: |          | 3985/? [33:16<00:00,  2.00it/s]
Epoch 0: |          | 3985/? [33:16<00:00,  2.00it/s]
Epoch 0: |          | 3986/? [33:17<00:00,  2.00it/s]
Epoch 0: |          | 3986/? [33:17<00:00,  2.00it/s]
Epoch 0: |          | 3987/? [33:17<00:00,  2.00it/s]
Epoch 0: |          | 3987/? [33:17<00:00,  2.00it/s]
Epoch 0: |          | 3988/? [33:17<00:00,  2.00it/s]
Epoch 0: |          | 3988/? [33:17<00:00,  2.00it/s]
Epoch 0: |          | 3989/? [33:18<00:00,  2.00it/s]
Epoch 0: |          | 3989/? [33:18<00:00,  2.00it/s]
Epoch 0: |          | 3990/? [33:18<00:00,  2.00it/s]
Epoch 0: |          | 3990/? [33:18<00:00,  2.00it/s]
Epoch 0: |          | 3991/? [33:18<00:00,  2.00it/s]
Epoch 0: |          | 3991/? [33:18<00:00,  2.00it/s]
Epoch 0: |          | 3992/? [33:19<00:00,  2.00it/s]
Epoch 0: |          | 3992/? [33:19<00:00,  2.00it/s]
Epoch 0: |          | 3993/? [33:19<00:00,  2.00it/s]
Epoch 0: |          | 3993/? [33:19<00:00,  2.00it/s]
Epoch 0: |          | 3994/? [33:20<00:00,  2.00it/s]
Epoch 0: |          | 3994/? [33:20<00:00,  2.00it/s]
Epoch 0: |          | 3995/? [33:20<00:00,  2.00it/s]
Epoch 0: |          | 3995/? [33:20<00:00,  2.00it/s]
Epoch 0: |          | 3996/? [33:20<00:00,  2.00it/s]
Epoch 0: |          | 3996/? [33:20<00:00,  2.00it/s]
Epoch 0: |          | 3997/? [33:21<00:00,  2.00it/s]
Epoch 0: |          | 3997/? [33:21<00:00,  2.00it/s]
Epoch 0: |          | 3998/? [33:21<00:00,  2.00it/s]
Epoch 0: |          | 3998/? [33:21<00:00,  2.00it/s]
Epoch 0: |          | 3999/? [33:22<00:00,  2.00it/s]
Epoch 0: |          | 3999/? [33:22<00:00,  2.00it/s]
Epoch 0: |          | 4000/? [33:22<00:00,  2.00it/s]
Epoch 0: |          | 4000/? [33:22<00:00,  2.00it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  9.22it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.06it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.20it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.88it/s]

Epoch 0: |          | 4000/? [33:22<00:00,  2.00it/s]
Epoch 0: |          | 4001/? [33:23<00:00,  2.00it/s]
Epoch 0: |          | 4001/? [33:23<00:00,  2.00it/s]
Epoch 0: |          | 4002/? [33:23<00:00,  2.00it/s]
Epoch 0: |          | 4002/? [33:23<00:00,  2.00it/s]
Epoch 0: |          | 4003/? [33:24<00:00,  2.00it/s]
Epoch 0: |          | 4003/? [33:24<00:00,  2.00it/s]
Epoch 0: |          | 4004/? [33:24<00:00,  2.00it/s]
Epoch 0: |          | 4004/? [33:24<00:00,  2.00it/s]
Epoch 0: |          | 4005/? [33:24<00:00,  2.00it/s]
Epoch 0: |          | 4005/? [33:24<00:00,  2.00it/s]
Epoch 0: |          | 4006/? [33:25<00:00,  2.00it/s]
Epoch 0: |          | 4006/? [33:25<00:00,  2.00it/s]
Epoch 0: |          | 4007/? [33:25<00:00,  2.00it/s]
Epoch 0: |          | 4007/? [33:25<00:00,  2.00it/s]
Epoch 0: |          | 4008/? [33:26<00:00,  2.00it/s]
Epoch 0: |          | 4008/? [33:26<00:00,  2.00it/s]
Epoch 0: |          | 4009/? [33:26<00:00,  2.00it/s]
Epoch 0: |          | 4009/? [33:26<00:00,  2.00it/s]
Epoch 0: |          | 4010/? [33:26<00:00,  2.00it/s]
Epoch 0: |          | 4010/? [33:26<00:00,  2.00it/s]
Epoch 0: |          | 4011/? [33:27<00:00,  2.00it/s]
Epoch 0: |          | 4011/? [33:27<00:00,  2.00it/s]
Epoch 0: |          | 4012/? [33:27<00:00,  2.00it/s]
Epoch 0: |          | 4012/? [33:27<00:00,  2.00it/s]
Epoch 0: |          | 4013/? [33:28<00:00,  2.00it/s]
Epoch 0: |          | 4013/? [33:28<00:00,  2.00it/s]
Epoch 0: |          | 4014/? [33:28<00:00,  2.00it/s]
Epoch 0: |          | 4014/? [33:28<00:00,  2.00it/s]
Epoch 0: |          | 4015/? [33:28<00:00,  2.00it/s]
Epoch 0: |          | 4015/? [33:28<00:00,  2.00it/s]
Epoch 0: |          | 4016/? [33:29<00:00,  2.00it/s]
Epoch 0: |          | 4016/? [33:29<00:00,  2.00it/s]
Epoch 0: |          | 4017/? [33:29<00:00,  2.00it/s]
Epoch 0: |          | 4017/? [33:29<00:00,  2.00it/s]
Epoch 0: |          | 4018/? [33:29<00:00,  2.00it/s]
Epoch 0: |          | 4018/? [33:29<00:00,  2.00it/s]
Epoch 0: |          | 4019/? [33:30<00:00,  2.00it/s]
Epoch 0: |          | 4019/? [33:30<00:00,  2.00it/s]
Epoch 0: |          | 4020/? [33:30<00:00,  2.00it/s]
Epoch 0: |          | 4020/? [33:30<00:00,  2.00it/s]
Epoch 0: |          | 4021/? [33:31<00:00,  2.00it/s]
Epoch 0: |          | 4021/? [33:31<00:00,  2.00it/s]
Epoch 0: |          | 4022/? [33:31<00:00,  2.00it/s]
Epoch 0: |          | 4022/? [33:31<00:00,  2.00it/s]
Epoch 0: |          | 4023/? [33:31<00:00,  2.00it/s]
Epoch 0: |          | 4023/? [33:31<00:00,  2.00it/s]
Epoch 0: |          | 4024/? [33:32<00:00,  2.00it/s]
Epoch 0: |          | 4024/? [33:32<00:00,  2.00it/s]
Epoch 0: |          | 4025/? [33:32<00:00,  2.00it/s]
Epoch 0: |          | 4025/? [33:32<00:00,  2.00it/s]
Epoch 0: |          | 4026/? [33:32<00:00,  2.00it/s]
Epoch 0: |          | 4026/? [33:32<00:00,  2.00it/s]
Epoch 0: |          | 4027/? [33:33<00:00,  2.00it/s]
Epoch 0: |          | 4027/? [33:33<00:00,  2.00it/s]
Epoch 0: |          | 4028/? [33:33<00:00,  2.00it/s]
Epoch 0: |          | 4028/? [33:33<00:00,  2.00it/s]
Epoch 0: |          | 4029/? [33:34<00:00,  2.00it/s]
Epoch 0: |          | 4029/? [33:34<00:00,  2.00it/s]
Epoch 0: |          | 4030/? [33:34<00:00,  2.00it/s]
Epoch 0: |          | 4030/? [33:34<00:00,  2.00it/s]
Epoch 0: |          | 4031/? [33:34<00:00,  2.00it/s]
Epoch 0: |          | 4031/? [33:34<00:00,  2.00it/s]
Epoch 0: |          | 4032/? [33:35<00:00,  2.00it/s]
Epoch 0: |          | 4032/? [33:35<00:00,  2.00it/s]
Epoch 0: |          | 4033/? [33:35<00:00,  2.00it/s]
Epoch 0: |          | 4033/? [33:35<00:00,  2.00it/s]
Epoch 0: |          | 4034/? [33:36<00:00,  2.00it/s]
Epoch 0: |          | 4034/? [33:36<00:00,  2.00it/s]
Epoch 0: |          | 4035/? [33:36<00:00,  2.00it/s]
Epoch 0: |          | 4035/? [33:36<00:00,  2.00it/s]
Epoch 0: |          | 4036/? [33:36<00:00,  2.00it/s]
Epoch 0: |          | 4036/? [33:36<00:00,  2.00it/s]
Epoch 0: |          | 4037/? [33:37<00:00,  2.00it/s]
Epoch 0: |          | 4037/? [33:37<00:00,  2.00it/s]
Epoch 0: |          | 4038/? [33:37<00:00,  2.00it/s]
Epoch 0: |          | 4038/? [33:37<00:00,  2.00it/s]
Epoch 0: |          | 4039/? [33:37<00:00,  2.00it/s]
Epoch 0: |          | 4039/? [33:37<00:00,  2.00it/s]
Epoch 0: |          | 4040/? [33:38<00:00,  2.00it/s]
Epoch 0: |          | 4040/? [33:38<00:00,  2.00it/s]
Epoch 0: |          | 4041/? [33:38<00:00,  2.00it/s]
Epoch 0: |          | 4041/? [33:38<00:00,  2.00it/s]
Epoch 0: |          | 4042/? [33:39<00:00,  2.00it/s]
Epoch 0: |          | 4042/? [33:39<00:00,  2.00it/s]
Epoch 0: |          | 4043/? [33:39<00:00,  2.00it/s]
Epoch 0: |          | 4043/? [33:39<00:00,  2.00it/s]
Epoch 0: |          | 4044/? [33:39<00:00,  2.00it/s]
Epoch 0: |          | 4044/? [33:39<00:00,  2.00it/s]
Epoch 0: |          | 4045/? [33:40<00:00,  2.00it/s]
Epoch 0: |          | 4045/? [33:40<00:00,  2.00it/s]
Epoch 0: |          | 4046/? [33:40<00:00,  2.00it/s]
Epoch 0: |          | 4046/? [33:40<00:00,  2.00it/s]
Epoch 0: |          | 4047/? [33:41<00:00,  2.00it/s]
Epoch 0: |          | 4047/? [33:41<00:00,  2.00it/s]
Epoch 0: |          | 4048/? [33:41<00:00,  2.00it/s]
Epoch 0: |          | 4048/? [33:41<00:00,  2.00it/s]
Epoch 0: |          | 4049/? [33:41<00:00,  2.00it/s]
Epoch 0: |          | 4049/? [33:41<00:00,  2.00it/s]
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Epoch 0: |          | 4068/? [33:49<00:00,  2.00it/s]
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Epoch 0: |          | 4069/? [33:49<00:00,  2.00it/s]
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Epoch 0: |          | 4070/? [33:49<00:00,  2.01it/s]
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Epoch 0: |          | 4072/? [33:50<00:00,  2.01it/s]
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Epoch 0: |          | 4078/? [33:52<00:00,  2.01it/s]
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Epoch 0: |          | 4081/? [33:54<00:00,  2.01it/s]
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Epoch 0: |          | 4082/? [33:54<00:00,  2.01it/s]
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Epoch 0: |          | 4087/? [33:56<00:00,  2.01it/s]
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Epoch 0: |          | 4091/? [33:57<00:00,  2.01it/s]
Epoch 0: |          | 4091/? [33:57<00:00,  2.01it/s]
Epoch 0: |          | 4092/? [33:58<00:00,  2.01it/s]
Epoch 0: |          | 4092/? [33:58<00:00,  2.01it/s]
Epoch 0: |          | 4093/? [33:58<00:00,  2.01it/s]
Epoch 0: |          | 4093/? [33:58<00:00,  2.01it/s]
Epoch 0: |          | 4094/? [33:59<00:00,  2.01it/s]
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Epoch 0: |          | 4095/? [33:59<00:00,  2.01it/s]
Epoch 0: |          | 4095/? [33:59<00:00,  2.01it/s]
Epoch 0: |          | 4096/? [33:59<00:00,  2.01it/s]
Epoch 0: |          | 4096/? [33:59<00:00,  2.01it/s]
Epoch 0: |          | 4097/? [34:00<00:00,  2.01it/s]
Epoch 0: |          | 4097/? [34:00<00:00,  2.01it/s]
Epoch 0: |          | 4098/? [34:00<00:00,  2.01it/s]
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Epoch 0: |          | 4099/? [34:00<00:00,  2.01it/s]
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Epoch 0: |          | 4100/? [34:01<00:00,  2.01it/s]
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Epoch 0: |          | 4111/? [34:05<00:00,  2.01it/s]
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Epoch 0: |          | 4112/? [34:05<00:00,  2.01it/s]
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Epoch 0: |          | 4113/? [34:06<00:00,  2.01it/s]
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Epoch 0: |          | 4116/? [34:07<00:00,  2.01it/s]
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Epoch 0: |          | 4119/? [34:08<00:00,  2.01it/s]
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Epoch 0: |          | 4120/? [34:09<00:00,  2.01it/s]
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Epoch 0: |          | 4121/? [34:09<00:00,  2.01it/s]
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Epoch 0: |          | 4124/? [34:10<00:00,  2.01it/s]
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Epoch 0: |          | 4125/? [34:10<00:00,  2.01it/s]
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Epoch 0: |          | 4126/? [34:11<00:00,  2.01it/s]
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Epoch 0: |          | 4127/? [34:11<00:00,  2.01it/s]
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Epoch 0: |          | 4128/? [34:12<00:00,  2.01it/s]
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Epoch 0: |          | 4129/? [34:12<00:00,  2.01it/s]
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Epoch 0: |          | 4130/? [34:12<00:00,  2.01it/s]
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Epoch 0: |          | 4133/? [34:14<00:00,  2.01it/s]
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Epoch 0: |          | 4134/? [34:14<00:00,  2.01it/s]
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Epoch 0: |          | 4135/? [34:14<00:00,  2.01it/s]
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Epoch 0: |          | 4136/? [34:15<00:00,  2.01it/s]
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Epoch 0: |          | 4138/? [34:15<00:00,  2.01it/s]
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Epoch 0: |          | 4139/? [34:16<00:00,  2.01it/s]
Epoch 0: |          | 4139/? [34:16<00:00,  2.01it/s]
Epoch 0: |          | 4140/? [34:16<00:00,  2.01it/s]
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Epoch 0: |          | 4141/? [34:17<00:00,  2.01it/s]
Epoch 0: |          | 4142/? [34:17<00:00,  2.01it/s]
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Epoch 0: |          | 4146/? [34:19<00:00,  2.01it/s]
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Epoch 0: |          | 4147/? [34:19<00:00,  2.01it/s]
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Epoch 0: |          | 4150/? [34:20<00:00,  2.01it/s]
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Epoch 0: |          | 4151/? [34:20<00:00,  2.01it/s]
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Epoch 0: |          | 4152/? [34:21<00:00,  2.01it/s]
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Epoch 0: |          | 4153/? [34:21<00:00,  2.01it/s]
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Epoch 0: |          | 4154/? [34:22<00:00,  2.01it/s]
Epoch 0: |          | 4154/? [34:22<00:00,  2.01it/s]
Epoch 0: |          | 4155/? [34:22<00:00,  2.01it/s]
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Epoch 0: |          | 4156/? [34:22<00:00,  2.01it/s]
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Epoch 0: |          | 4157/? [34:23<00:00,  2.01it/s]
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Epoch 0: |          | 4158/? [34:23<00:00,  2.01it/s]
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Epoch 0: |          | 4159/? [34:23<00:00,  2.02it/s]
Epoch 0: |          | 4159/? [34:23<00:00,  2.02it/s]
Epoch 0: |          | 4160/? [34:24<00:00,  2.02it/s]
Epoch 0: |          | 4160/? [34:24<00:00,  2.02it/s]
Epoch 0: |          | 4161/? [34:24<00:00,  2.02it/s]
Epoch 0: |          | 4161/? [34:24<00:00,  2.02it/s]
Epoch 0: |          | 4162/? [34:25<00:00,  2.02it/s]
Epoch 0: |          | 4162/? [34:25<00:00,  2.02it/s]
Epoch 0: |          | 4163/? [34:25<00:00,  2.02it/s]
Epoch 0: |          | 4163/? [34:25<00:00,  2.02it/s]
Epoch 0: |          | 4164/? [34:25<00:00,  2.02it/s]
Epoch 0: |          | 4164/? [34:25<00:00,  2.02it/s]
Epoch 0: |          | 4165/? [34:26<00:00,  2.02it/s]
Epoch 0: |          | 4165/? [34:26<00:00,  2.02it/s]
Epoch 0: |          | 4166/? [34:26<00:00,  2.02it/s]
Epoch 0: |          | 4166/? [34:26<00:00,  2.02it/s]
Epoch 0: |          | 4167/? [34:27<00:00,  2.02it/s]
Epoch 0: |          | 4167/? [34:27<00:00,  2.02it/s]
Epoch 0: |          | 4168/? [34:27<00:00,  2.02it/s]
Epoch 0: |          | 4168/? [34:27<00:00,  2.02it/s]
Epoch 0: |          | 4169/? [34:27<00:00,  2.02it/s]
Epoch 0: |          | 4169/? [34:27<00:00,  2.02it/s]
Epoch 0: |          | 4170/? [34:28<00:00,  2.02it/s]
Epoch 0: |          | 4170/? [34:28<00:00,  2.02it/s]
Epoch 0: |          | 4171/? [34:28<00:00,  2.02it/s]
Epoch 0: |          | 4171/? [34:28<00:00,  2.02it/s]
Epoch 0: |          | 4172/? [34:28<00:00,  2.02it/s]
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Epoch 0: |          | 4173/? [34:29<00:00,  2.02it/s]
Epoch 0: |          | 4173/? [34:29<00:00,  2.02it/s]
Epoch 0: |          | 4174/? [34:29<00:00,  2.02it/s]
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Epoch 0: |          | 4175/? [34:30<00:00,  2.02it/s]
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Epoch 0: |          | 4178/? [34:31<00:00,  2.02it/s]
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Epoch 0: |          | 4179/? [34:31<00:00,  2.02it/s]
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Epoch 0: |          | 4180/? [34:32<00:00,  2.02it/s]
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Epoch 0: |          | 4183/? [34:33<00:00,  2.02it/s]
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Epoch 0: |          | 4189/? [34:35<00:00,  2.02it/s]
Epoch 0: |          | 4189/? [34:35<00:00,  2.02it/s]
Epoch 0: |          | 4190/? [34:35<00:00,  2.02it/s]
Epoch 0: |          | 4190/? [34:35<00:00,  2.02it/s]
Epoch 0: |          | 4191/? [34:36<00:00,  2.02it/s]
Epoch 0: |          | 4191/? [34:36<00:00,  2.02it/s]
Epoch 0: |          | 4192/? [34:36<00:00,  2.02it/s]
Epoch 0: |          | 4192/? [34:36<00:00,  2.02it/s]
Epoch 0: |          | 4193/? [34:36<00:00,  2.02it/s]
Epoch 0: |          | 4193/? [34:36<00:00,  2.02it/s]
Epoch 0: |          | 4194/? [34:37<00:00,  2.02it/s]
Epoch 0: |          | 4194/? [34:37<00:00,  2.02it/s]
Epoch 0: |          | 4195/? [34:37<00:00,  2.02it/s]
Epoch 0: |          | 4195/? [34:37<00:00,  2.02it/s]
Epoch 0: |          | 4196/? [34:38<00:00,  2.02it/s]
Epoch 0: |          | 4196/? [34:38<00:00,  2.02it/s]
Epoch 0: |          | 4197/? [34:38<00:00,  2.02it/s]
Epoch 0: |          | 4197/? [34:38<00:00,  2.02it/s]
Epoch 0: |          | 4198/? [34:38<00:00,  2.02it/s]
Epoch 0: |          | 4198/? [34:38<00:00,  2.02it/s]
Epoch 0: |          | 4199/? [34:39<00:00,  2.02it/s]
Epoch 0: |          | 4199/? [34:39<00:00,  2.02it/s]
Epoch 0: |          | 4200/? [34:39<00:00,  2.02it/s]
Epoch 0: |          | 4200/? [34:39<00:00,  2.02it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  9.87it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.73it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.83it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.54it/s]

Epoch 0: |          | 4200/? [34:40<00:00,  2.02it/s]
Epoch 0: |          | 4201/? [34:40<00:00,  2.02it/s]
Epoch 0: |          | 4201/? [34:40<00:00,  2.02it/s]
Epoch 0: |          | 4202/? [34:40<00:00,  2.02it/s]
Epoch 0: |          | 4202/? [34:40<00:00,  2.02it/s]
Epoch 0: |          | 4203/? [34:41<00:00,  2.02it/s]
Epoch 0: |          | 4203/? [34:41<00:00,  2.02it/s]
Epoch 0: |          | 4204/? [34:41<00:00,  2.02it/s]
Epoch 0: |          | 4204/? [34:41<00:00,  2.02it/s]
Epoch 0: |          | 4205/? [34:42<00:00,  2.02it/s]
Epoch 0: |          | 4205/? [34:42<00:00,  2.02it/s]
Epoch 0: |          | 4206/? [34:42<00:00,  2.02it/s]
Epoch 0: |          | 4206/? [34:42<00:00,  2.02it/s]
Epoch 0: |          | 4207/? [34:42<00:00,  2.02it/s]
Epoch 0: |          | 4207/? [34:42<00:00,  2.02it/s]
Epoch 0: |          | 4208/? [34:43<00:00,  2.02it/s]
Epoch 0: |          | 4208/? [34:43<00:00,  2.02it/s]
Epoch 0: |          | 4209/? [34:43<00:00,  2.02it/s]
Epoch 0: |          | 4209/? [34:43<00:00,  2.02it/s]
Epoch 0: |          | 4210/? [34:43<00:00,  2.02it/s]
Epoch 0: |          | 4210/? [34:43<00:00,  2.02it/s]
Epoch 0: |          | 4211/? [34:44<00:00,  2.02it/s]
Epoch 0: |          | 4211/? [34:44<00:00,  2.02it/s]
Epoch 0: |          | 4212/? [34:44<00:00,  2.02it/s]
Epoch 0: |          | 4212/? [34:44<00:00,  2.02it/s]
Epoch 0: |          | 4213/? [34:45<00:00,  2.02it/s]
Epoch 0: |          | 4213/? [34:45<00:00,  2.02it/s]
Epoch 0: |          | 4214/? [34:45<00:00,  2.02it/s]
Epoch 0: |          | 4214/? [34:45<00:00,  2.02it/s]
Epoch 0: |          | 4215/? [34:45<00:00,  2.02it/s]
Epoch 0: |          | 4215/? [34:45<00:00,  2.02it/s]
Epoch 0: |          | 4216/? [34:46<00:00,  2.02it/s]
Epoch 0: |          | 4216/? [34:46<00:00,  2.02it/s]
Epoch 0: |          | 4217/? [34:46<00:00,  2.02it/s]
Epoch 0: |          | 4217/? [34:46<00:00,  2.02it/s]
Epoch 0: |          | 4218/? [34:47<00:00,  2.02it/s]
Epoch 0: |          | 4218/? [34:47<00:00,  2.02it/s]
Epoch 0: |          | 4219/? [34:47<00:00,  2.02it/s]
Epoch 0: |          | 4219/? [34:47<00:00,  2.02it/s]
Epoch 0: |          | 4220/? [34:47<00:00,  2.02it/s]
Epoch 0: |          | 4220/? [34:47<00:00,  2.02it/s]
Epoch 0: |          | 4221/? [34:48<00:00,  2.02it/s]
Epoch 0: |          | 4221/? [34:48<00:00,  2.02it/s]
Epoch 0: |          | 4222/? [34:48<00:00,  2.02it/s]
Epoch 0: |          | 4222/? [34:48<00:00,  2.02it/s]
Epoch 0: |          | 4223/? [34:48<00:00,  2.02it/s]
Epoch 0: |          | 4223/? [34:48<00:00,  2.02it/s]
Epoch 0: |          | 4224/? [34:49<00:00,  2.02it/s]
Epoch 0: |          | 4224/? [34:49<00:00,  2.02it/s]
Epoch 0: |          | 4225/? [34:49<00:00,  2.02it/s]
Epoch 0: |          | 4225/? [34:49<00:00,  2.02it/s]
Epoch 0: |          | 4226/? [34:50<00:00,  2.02it/s]
Epoch 0: |          | 4226/? [34:50<00:00,  2.02it/s]
Epoch 0: |          | 4227/? [34:50<00:00,  2.02it/s]
Epoch 0: |          | 4227/? [34:50<00:00,  2.02it/s]
Epoch 0: |          | 4228/? [34:50<00:00,  2.02it/s]
Epoch 0: |          | 4228/? [34:50<00:00,  2.02it/s]
Epoch 0: |          | 4229/? [34:51<00:00,  2.02it/s]
Epoch 0: |          | 4229/? [34:51<00:00,  2.02it/s]
Epoch 0: |          | 4230/? [34:51<00:00,  2.02it/s]
Epoch 0: |          | 4230/? [34:51<00:00,  2.02it/s]
Epoch 0: |          | 4231/? [34:52<00:00,  2.02it/s]
Epoch 0: |          | 4231/? [34:52<00:00,  2.02it/s]
Epoch 0: |          | 4232/? [34:52<00:00,  2.02it/s]
Epoch 0: |          | 4232/? [34:52<00:00,  2.02it/s]
Epoch 0: |          | 4233/? [34:52<00:00,  2.02it/s]
Epoch 0: |          | 4233/? [34:52<00:00,  2.02it/s]
Epoch 0: |          | 4234/? [34:53<00:00,  2.02it/s]
Epoch 0: |          | 4234/? [34:53<00:00,  2.02it/s]
Epoch 0: |          | 4235/? [34:53<00:00,  2.02it/s]
Epoch 0: |          | 4235/? [34:53<00:00,  2.02it/s]
Epoch 0: |          | 4236/? [34:53<00:00,  2.02it/s]
Epoch 0: |          | 4236/? [34:53<00:00,  2.02it/s]
Epoch 0: |          | 4237/? [34:54<00:00,  2.02it/s]
Epoch 0: |          | 4237/? [34:54<00:00,  2.02it/s]
Epoch 0: |          | 4238/? [34:54<00:00,  2.02it/s]
Epoch 0: |          | 4238/? [34:54<00:00,  2.02it/s]
Epoch 0: |          | 4239/? [34:55<00:00,  2.02it/s]
Epoch 0: |          | 4239/? [34:55<00:00,  2.02it/s]
Epoch 0: |          | 4240/? [34:55<00:00,  2.02it/s]
Epoch 0: |          | 4240/? [34:55<00:00,  2.02it/s]
Epoch 0: |          | 4241/? [34:55<00:00,  2.02it/s]
Epoch 0: |          | 4241/? [34:55<00:00,  2.02it/s]
Epoch 0: |          | 4242/? [34:56<00:00,  2.02it/s]
Epoch 0: |          | 4242/? [34:56<00:00,  2.02it/s]
Epoch 0: |          | 4243/? [34:56<00:00,  2.02it/s]
Epoch 0: |          | 4243/? [34:56<00:00,  2.02it/s]
Epoch 0: |          | 4244/? [34:57<00:00,  2.02it/s]
Epoch 0: |          | 4244/? [34:57<00:00,  2.02it/s]
Epoch 0: |          | 4245/? [34:57<00:00,  2.02it/s]
Epoch 0: |          | 4245/? [34:57<00:00,  2.02it/s]
Epoch 0: |          | 4246/? [34:57<00:00,  2.02it/s]
Epoch 0: |          | 4246/? [34:57<00:00,  2.02it/s]
Epoch 0: |          | 4247/? [34:58<00:00,  2.02it/s]
Epoch 0: |          | 4247/? [34:58<00:00,  2.02it/s]
Epoch 0: |          | 4248/? [34:58<00:00,  2.02it/s]
Epoch 0: |          | 4248/? [34:58<00:00,  2.02it/s]
Epoch 0: |          | 4249/? [34:58<00:00,  2.02it/s]
Epoch 0: |          | 4249/? [34:58<00:00,  2.02it/s]
Epoch 0: |          | 4250/? [34:59<00:00,  2.02it/s]
Epoch 0: |          | 4250/? [34:59<00:00,  2.02it/s]
Epoch 0: |          | 4251/? [34:59<00:00,  2.02it/s]
Epoch 0: |          | 4251/? [34:59<00:00,  2.02it/s]
Epoch 0: |          | 4252/? [35:00<00:00,  2.02it/s]
Epoch 0: |          | 4252/? [35:00<00:00,  2.02it/s]
Epoch 0: |          | 4253/? [35:00<00:00,  2.02it/s]
Epoch 0: |          | 4253/? [35:00<00:00,  2.02it/s]
Epoch 0: |          | 4254/? [35:00<00:00,  2.02it/s]
Epoch 0: |          | 4254/? [35:00<00:00,  2.02it/s]
Epoch 0: |          | 4255/? [35:01<00:00,  2.03it/s]
Epoch 0: |          | 4255/? [35:01<00:00,  2.03it/s]
Epoch 0: |          | 4256/? [35:01<00:00,  2.03it/s]
Epoch 0: |          | 4256/? [35:01<00:00,  2.03it/s]
Epoch 0: |          | 4257/? [35:01<00:00,  2.03it/s]
Epoch 0: |          | 4257/? [35:01<00:00,  2.03it/s]
Epoch 0: |          | 4258/? [35:02<00:00,  2.03it/s]
Epoch 0: |          | 4258/? [35:02<00:00,  2.03it/s]
Epoch 0: |          | 4259/? [35:02<00:00,  2.03it/s]
Epoch 0: |          | 4259/? [35:02<00:00,  2.03it/s]
Epoch 0: |          | 4260/? [35:03<00:00,  2.03it/s]
Epoch 0: |          | 4260/? [35:03<00:00,  2.03it/s]
Epoch 0: |          | 4261/? [35:03<00:00,  2.03it/s]
Epoch 0: |          | 4261/? [35:03<00:00,  2.03it/s]
Epoch 0: |          | 4262/? [35:03<00:00,  2.03it/s]
Epoch 0: |          | 4262/? [35:03<00:00,  2.03it/s]
Epoch 0: |          | 4263/? [35:04<00:00,  2.03it/s]
Epoch 0: |          | 4263/? [35:04<00:00,  2.03it/s]
Epoch 0: |          | 4264/? [35:04<00:00,  2.03it/s]
Epoch 0: |          | 4264/? [35:04<00:00,  2.03it/s]
Epoch 0: |          | 4265/? [35:05<00:00,  2.03it/s]
Epoch 0: |          | 4265/? [35:05<00:00,  2.03it/s]
Epoch 0: |          | 4266/? [35:05<00:00,  2.03it/s]
Epoch 0: |          | 4266/? [35:05<00:00,  2.03it/s]
Epoch 0: |          | 4267/? [35:05<00:00,  2.03it/s]
Epoch 0: |          | 4267/? [35:05<00:00,  2.03it/s]
Epoch 0: |          | 4268/? [35:06<00:00,  2.03it/s]
Epoch 0: |          | 4268/? [35:06<00:00,  2.03it/s]
Epoch 0: |          | 4269/? [35:06<00:00,  2.03it/s]
Epoch 0: |          | 4269/? [35:06<00:00,  2.03it/s]
Epoch 0: |          | 4270/? [35:07<00:00,  2.03it/s]
Epoch 0: |          | 4270/? [35:07<00:00,  2.03it/s]
Epoch 0: |          | 4271/? [35:07<00:00,  2.03it/s]
Epoch 0: |          | 4271/? [35:07<00:00,  2.03it/s]
Epoch 0: |          | 4272/? [35:07<00:00,  2.03it/s]
Epoch 0: |          | 4272/? [35:07<00:00,  2.03it/s]
Epoch 0: |          | 4273/? [35:08<00:00,  2.03it/s]
Epoch 0: |          | 4273/? [35:08<00:00,  2.03it/s]
Epoch 0: |          | 4274/? [35:08<00:00,  2.03it/s]
Epoch 0: |          | 4274/? [35:08<00:00,  2.03it/s]
Epoch 0: |          | 4275/? [35:09<00:00,  2.03it/s]
Epoch 0: |          | 4275/? [35:09<00:00,  2.03it/s]
Epoch 0: |          | 4276/? [35:09<00:00,  2.03it/s]
Epoch 0: |          | 4276/? [35:09<00:00,  2.03it/s]
Epoch 0: |          | 4277/? [35:09<00:00,  2.03it/s]
Epoch 0: |          | 4277/? [35:09<00:00,  2.03it/s]
Epoch 0: |          | 4278/? [35:10<00:00,  2.03it/s]
Epoch 0: |          | 4278/? [35:10<00:00,  2.03it/s]
Epoch 0: |          | 4279/? [35:10<00:00,  2.03it/s]
Epoch 0: |          | 4279/? [35:10<00:00,  2.03it/s]
Epoch 0: |          | 4280/? [35:10<00:00,  2.03it/s]
Epoch 0: |          | 4280/? [35:10<00:00,  2.03it/s]
Epoch 0: |          | 4281/? [35:11<00:00,  2.03it/s]
Epoch 0: |          | 4281/? [35:11<00:00,  2.03it/s]
Epoch 0: |          | 4282/? [35:11<00:00,  2.03it/s]
Epoch 0: |          | 4282/? [35:11<00:00,  2.03it/s]
Epoch 0: |          | 4283/? [35:12<00:00,  2.03it/s]
Epoch 0: |          | 4283/? [35:12<00:00,  2.03it/s]
Epoch 0: |          | 4284/? [35:12<00:00,  2.03it/s]
Epoch 0: |          | 4284/? [35:12<00:00,  2.03it/s]
Epoch 0: |          | 4285/? [35:12<00:00,  2.03it/s]
Epoch 0: |          | 4285/? [35:12<00:00,  2.03it/s]
Epoch 0: |          | 4286/? [35:13<00:00,  2.03it/s]
Epoch 0: |          | 4286/? [35:13<00:00,  2.03it/s]
Epoch 0: |          | 4287/? [35:13<00:00,  2.03it/s]
Epoch 0: |          | 4287/? [35:13<00:00,  2.03it/s]
Epoch 0: |          | 4288/? [35:13<00:00,  2.03it/s]
Epoch 0: |          | 4288/? [35:13<00:00,  2.03it/s]
Epoch 0: |          | 4289/? [35:14<00:00,  2.03it/s]
Epoch 0: |          | 4289/? [35:14<00:00,  2.03it/s]
Epoch 0: |          | 4290/? [35:14<00:00,  2.03it/s]
Epoch 0: |          | 4290/? [35:14<00:00,  2.03it/s]
Epoch 0: |          | 4291/? [35:15<00:00,  2.03it/s]
Epoch 0: |          | 4291/? [35:15<00:00,  2.03it/s]
Epoch 0: |          | 4292/? [35:15<00:00,  2.03it/s]
Epoch 0: |          | 4292/? [35:15<00:00,  2.03it/s]
Epoch 0: |          | 4293/? [35:15<00:00,  2.03it/s]
Epoch 0: |          | 4293/? [35:15<00:00,  2.03it/s]
Epoch 0: |          | 4294/? [35:16<00:00,  2.03it/s]
Epoch 0: |          | 4294/? [35:16<00:00,  2.03it/s]
Epoch 0: |          | 4295/? [35:16<00:00,  2.03it/s]
Epoch 0: |          | 4295/? [35:16<00:00,  2.03it/s]
Epoch 0: |          | 4296/? [35:17<00:00,  2.03it/s]
Epoch 0: |          | 4296/? [35:17<00:00,  2.03it/s]
Epoch 0: |          | 4297/? [35:17<00:00,  2.03it/s]
Epoch 0: |          | 4297/? [35:17<00:00,  2.03it/s]
Epoch 0: |          | 4298/? [35:17<00:00,  2.03it/s]
Epoch 0: |          | 4298/? [35:17<00:00,  2.03it/s]
Epoch 0: |          | 4299/? [35:18<00:00,  2.03it/s]
Epoch 0: |          | 4299/? [35:18<00:00,  2.03it/s]
Epoch 0: |          | 4300/? [35:18<00:00,  2.03it/s]
Epoch 0: |          | 4300/? [35:18<00:00,  2.03it/s]
Epoch 0: |          | 4301/? [35:18<00:00,  2.03it/s]
Epoch 0: |          | 4301/? [35:18<00:00,  2.03it/s]
Epoch 0: |          | 4302/? [35:19<00:00,  2.03it/s]
Epoch 0: |          | 4302/? [35:19<00:00,  2.03it/s]
Epoch 0: |          | 4303/? [35:19<00:00,  2.03it/s]
Epoch 0: |          | 4303/? [35:19<00:00,  2.03it/s]
Epoch 0: |          | 4304/? [35:20<00:00,  2.03it/s]
Epoch 0: |          | 4304/? [35:20<00:00,  2.03it/s]
Epoch 0: |          | 4305/? [35:20<00:00,  2.03it/s]
Epoch 0: |          | 4305/? [35:20<00:00,  2.03it/s]
Epoch 0: |          | 4306/? [35:20<00:00,  2.03it/s]
Epoch 0: |          | 4306/? [35:20<00:00,  2.03it/s]
Epoch 0: |          | 4307/? [35:21<00:00,  2.03it/s]
Epoch 0: |          | 4307/? [35:21<00:00,  2.03it/s]
Epoch 0: |          | 4308/? [35:21<00:00,  2.03it/s]
Epoch 0: |          | 4308/? [35:21<00:00,  2.03it/s]
Epoch 0: |          | 4309/? [35:22<00:00,  2.03it/s]
Epoch 0: |          | 4309/? [35:22<00:00,  2.03it/s]
Epoch 0: |          | 4310/? [35:22<00:00,  2.03it/s]
Epoch 0: |          | 4310/? [35:22<00:00,  2.03it/s]
Epoch 0: |          | 4311/? [35:22<00:00,  2.03it/s]
Epoch 0: |          | 4311/? [35:22<00:00,  2.03it/s]
Epoch 0: |          | 4312/? [35:23<00:00,  2.03it/s]
Epoch 0: |          | 4312/? [35:23<00:00,  2.03it/s]
Epoch 0: |          | 4313/? [35:23<00:00,  2.03it/s]
Epoch 0: |          | 4313/? [35:23<00:00,  2.03it/s]
Epoch 0: |          | 4314/? [35:24<00:00,  2.03it/s]
Epoch 0: |          | 4314/? [35:24<00:00,  2.03it/s]
Epoch 0: |          | 4315/? [35:24<00:00,  2.03it/s]
Epoch 0: |          | 4315/? [35:24<00:00,  2.03it/s]
Epoch 0: |          | 4316/? [35:24<00:00,  2.03it/s]
Epoch 0: |          | 4316/? [35:24<00:00,  2.03it/s]
Epoch 0: |          | 4317/? [35:25<00:00,  2.03it/s]
Epoch 0: |          | 4317/? [35:25<00:00,  2.03it/s]
Epoch 0: |          | 4318/? [35:25<00:00,  2.03it/s]
Epoch 0: |          | 4318/? [35:25<00:00,  2.03it/s]
Epoch 0: |          | 4319/? [35:25<00:00,  2.03it/s]
Epoch 0: |          | 4319/? [35:25<00:00,  2.03it/s]
Epoch 0: |          | 4320/? [35:26<00:00,  2.03it/s]
Epoch 0: |          | 4320/? [35:26<00:00,  2.03it/s]
Epoch 0: |          | 4321/? [35:26<00:00,  2.03it/s]
Epoch 0: |          | 4321/? [35:26<00:00,  2.03it/s]
Epoch 0: |          | 4322/? [35:27<00:00,  2.03it/s]
Epoch 0: |          | 4322/? [35:27<00:00,  2.03it/s]
Epoch 0: |          | 4323/? [35:27<00:00,  2.03it/s]
Epoch 0: |          | 4323/? [35:27<00:00,  2.03it/s]
Epoch 0: |          | 4324/? [35:27<00:00,  2.03it/s]
Epoch 0: |          | 4324/? [35:27<00:00,  2.03it/s]
Epoch 0: |          | 4325/? [35:28<00:00,  2.03it/s]
Epoch 0: |          | 4325/? [35:28<00:00,  2.03it/s]
Epoch 0: |          | 4326/? [35:28<00:00,  2.03it/s]
Epoch 0: |          | 4326/? [35:28<00:00,  2.03it/s]
Epoch 0: |          | 4327/? [35:29<00:00,  2.03it/s]
Epoch 0: |          | 4327/? [35:29<00:00,  2.03it/s]
Epoch 0: |          | 4328/? [35:29<00:00,  2.03it/s]
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Epoch 0: |          | 4329/? [35:29<00:00,  2.03it/s]
Epoch 0: |          | 4329/? [35:29<00:00,  2.03it/s]
Epoch 0: |          | 4330/? [35:30<00:00,  2.03it/s]
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Epoch 0: |          | 4331/? [35:30<00:00,  2.03it/s]
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Epoch 0: |          | 4332/? [35:30<00:00,  2.03it/s]
Epoch 0: |          | 4332/? [35:30<00:00,  2.03it/s]
Epoch 0: |          | 4333/? [35:31<00:00,  2.03it/s]
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Epoch 0: |          | 4334/? [35:31<00:00,  2.03it/s]
Epoch 0: |          | 4334/? [35:31<00:00,  2.03it/s]
Epoch 0: |          | 4335/? [35:32<00:00,  2.03it/s]
Epoch 0: |          | 4335/? [35:32<00:00,  2.03it/s]
Epoch 0: |          | 4336/? [35:32<00:00,  2.03it/s]
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Epoch 0: |          | 4337/? [35:32<00:00,  2.03it/s]
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Epoch 0: |          | 4338/? [35:33<00:00,  2.03it/s]
Epoch 0: |          | 4338/? [35:33<00:00,  2.03it/s]
Epoch 0: |          | 4339/? [35:33<00:00,  2.03it/s]
Epoch 0: |          | 4339/? [35:33<00:00,  2.03it/s]
Epoch 0: |          | 4340/? [35:34<00:00,  2.03it/s]
Epoch 0: |          | 4340/? [35:34<00:00,  2.03it/s]
Epoch 0: |          | 4341/? [35:34<00:00,  2.03it/s]
Epoch 0: |          | 4341/? [35:34<00:00,  2.03it/s]
Epoch 0: |          | 4342/? [35:34<00:00,  2.03it/s]
Epoch 0: |          | 4342/? [35:34<00:00,  2.03it/s]
Epoch 0: |          | 4343/? [35:35<00:00,  2.03it/s]
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Epoch 0: |          | 4344/? [35:35<00:00,  2.03it/s]
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Epoch 0: |          | 4345/? [35:36<00:00,  2.03it/s]
Epoch 0: |          | 4345/? [35:36<00:00,  2.03it/s]
Epoch 0: |          | 4346/? [35:36<00:00,  2.03it/s]
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Epoch 0: |          | 4347/? [35:36<00:00,  2.03it/s]
Epoch 0: |          | 4347/? [35:36<00:00,  2.03it/s]
Epoch 0: |          | 4348/? [35:37<00:00,  2.03it/s]
Epoch 0: |          | 4348/? [35:37<00:00,  2.03it/s]
Epoch 0: |          | 4349/? [35:37<00:00,  2.03it/s]
Epoch 0: |          | 4349/? [35:37<00:00,  2.03it/s]
Epoch 0: |          | 4350/? [35:37<00:00,  2.03it/s]
Epoch 0: |          | 4350/? [35:37<00:00,  2.03it/s]
Epoch 0: |          | 4351/? [35:38<00:00,  2.03it/s]
Epoch 0: |          | 4351/? [35:38<00:00,  2.03it/s]
Epoch 0: |          | 4352/? [35:38<00:00,  2.03it/s]
Epoch 0: |          | 4352/? [35:38<00:00,  2.03it/s]
Epoch 0: |          | 4353/? [35:39<00:00,  2.03it/s]
Epoch 0: |          | 4353/? [35:39<00:00,  2.03it/s]
Epoch 0: |          | 4354/? [35:39<00:00,  2.04it/s]
Epoch 0: |          | 4354/? [35:39<00:00,  2.04it/s]
Epoch 0: |          | 4355/? [35:39<00:00,  2.04it/s]
Epoch 0: |          | 4355/? [35:39<00:00,  2.04it/s]
Epoch 0: |          | 4356/? [35:40<00:00,  2.04it/s]
Epoch 0: |          | 4356/? [35:40<00:00,  2.04it/s]
Epoch 0: |          | 4357/? [35:40<00:00,  2.04it/s]
Epoch 0: |          | 4357/? [35:40<00:00,  2.04it/s]
Epoch 0: |          | 4358/? [35:41<00:00,  2.04it/s]
Epoch 0: |          | 4358/? [35:41<00:00,  2.04it/s]
Epoch 0: |          | 4359/? [35:41<00:00,  2.04it/s]
Epoch 0: |          | 4359/? [35:41<00:00,  2.04it/s]
Epoch 0: |          | 4360/? [35:41<00:00,  2.04it/s]
Epoch 0: |          | 4360/? [35:41<00:00,  2.04it/s]
Epoch 0: |          | 4361/? [35:42<00:00,  2.04it/s]
Epoch 0: |          | 4361/? [35:42<00:00,  2.04it/s]
Epoch 0: |          | 4362/? [35:42<00:00,  2.04it/s]
Epoch 0: |          | 4362/? [35:42<00:00,  2.04it/s]
Epoch 0: |          | 4363/? [35:43<00:00,  2.04it/s]
Epoch 0: |          | 4363/? [35:43<00:00,  2.04it/s]
Epoch 0: |          | 4364/? [35:43<00:00,  2.04it/s]
Epoch 0: |          | 4364/? [35:43<00:00,  2.04it/s]
Epoch 0: |          | 4365/? [35:43<00:00,  2.04it/s]
Epoch 0: |          | 4365/? [35:43<00:00,  2.04it/s]
Epoch 0: |          | 4366/? [35:44<00:00,  2.04it/s]
Epoch 0: |          | 4366/? [35:44<00:00,  2.04it/s]
Epoch 0: |          | 4367/? [35:44<00:00,  2.04it/s]
Epoch 0: |          | 4367/? [35:44<00:00,  2.04it/s]
Epoch 0: |          | 4368/? [35:45<00:00,  2.04it/s]
Epoch 0: |          | 4368/? [35:45<00:00,  2.04it/s]
Epoch 0: |          | 4369/? [35:45<00:00,  2.04it/s]
Epoch 0: |          | 4369/? [35:45<00:00,  2.04it/s]
Epoch 0: |          | 4370/? [35:45<00:00,  2.04it/s]
Epoch 0: |          | 4370/? [35:45<00:00,  2.04it/s]
Epoch 0: |          | 4371/? [35:46<00:00,  2.04it/s]
Epoch 0: |          | 4371/? [35:46<00:00,  2.04it/s]
Epoch 0: |          | 4372/? [35:46<00:00,  2.04it/s]
Epoch 0: |          | 4372/? [35:46<00:00,  2.04it/s]
Epoch 0: |          | 4373/? [35:46<00:00,  2.04it/s]
Epoch 0: |          | 4373/? [35:46<00:00,  2.04it/s]
Epoch 0: |          | 4374/? [35:47<00:00,  2.04it/s]
Epoch 0: |          | 4374/? [35:47<00:00,  2.04it/s]
Epoch 0: |          | 4375/? [35:47<00:00,  2.04it/s]
Epoch 0: |          | 4375/? [35:47<00:00,  2.04it/s]
Epoch 0: |          | 4376/? [35:48<00:00,  2.04it/s]
Epoch 0: |          | 4376/? [35:48<00:00,  2.04it/s]
Epoch 0: |          | 4377/? [35:48<00:00,  2.04it/s]
Epoch 0: |          | 4377/? [35:48<00:00,  2.04it/s]
Epoch 0: |          | 4378/? [35:48<00:00,  2.04it/s]
Epoch 0: |          | 4378/? [35:48<00:00,  2.04it/s]
Epoch 0: |          | 4379/? [35:49<00:00,  2.04it/s]
Epoch 0: |          | 4379/? [35:49<00:00,  2.04it/s]
Epoch 0: |          | 4380/? [35:49<00:00,  2.04it/s]
Epoch 0: |          | 4380/? [35:49<00:00,  2.04it/s]
Epoch 0: |          | 4381/? [35:49<00:00,  2.04it/s]
Epoch 0: |          | 4381/? [35:49<00:00,  2.04it/s]
Epoch 0: |          | 4382/? [35:50<00:00,  2.04it/s]
Epoch 0: |          | 4382/? [35:50<00:00,  2.04it/s]
Epoch 0: |          | 4383/? [35:50<00:00,  2.04it/s]
Epoch 0: |          | 4383/? [35:50<00:00,  2.04it/s]
Epoch 0: |          | 4384/? [35:51<00:00,  2.04it/s]
Epoch 0: |          | 4384/? [35:51<00:00,  2.04it/s]
Epoch 0: |          | 4385/? [35:51<00:00,  2.04it/s]
Epoch 0: |          | 4385/? [35:51<00:00,  2.04it/s]
Epoch 0: |          | 4386/? [35:51<00:00,  2.04it/s]
Epoch 0: |          | 4386/? [35:51<00:00,  2.04it/s]
Epoch 0: |          | 4387/? [35:52<00:00,  2.04it/s]
Epoch 0: |          | 4387/? [35:52<00:00,  2.04it/s]
Epoch 0: |          | 4388/? [35:52<00:00,  2.04it/s]
Epoch 0: |          | 4388/? [35:52<00:00,  2.04it/s]
Epoch 0: |          | 4389/? [35:53<00:00,  2.04it/s]
Epoch 0: |          | 4389/? [35:53<00:00,  2.04it/s]
Epoch 0: |          | 4390/? [35:53<00:00,  2.04it/s]
Epoch 0: |          | 4390/? [35:53<00:00,  2.04it/s]
Epoch 0: |          | 4391/? [35:53<00:00,  2.04it/s]
Epoch 0: |          | 4391/? [35:53<00:00,  2.04it/s]
Epoch 0: |          | 4392/? [35:54<00:00,  2.04it/s]
Epoch 0: |          | 4392/? [35:54<00:00,  2.04it/s]
Epoch 0: |          | 4393/? [35:54<00:00,  2.04it/s]
Epoch 0: |          | 4393/? [35:54<00:00,  2.04it/s]
Epoch 0: |          | 4394/? [35:54<00:00,  2.04it/s]
Epoch 0: |          | 4394/? [35:54<00:00,  2.04it/s]
Epoch 0: |          | 4395/? [35:55<00:00,  2.04it/s]
Epoch 0: |          | 4395/? [35:55<00:00,  2.04it/s]
Epoch 0: |          | 4396/? [35:55<00:00,  2.04it/s]
Epoch 0: |          | 4396/? [35:55<00:00,  2.04it/s]
Epoch 0: |          | 4397/? [35:56<00:00,  2.04it/s]
Epoch 0: |          | 4397/? [35:56<00:00,  2.04it/s]
Epoch 0: |          | 4398/? [35:56<00:00,  2.04it/s]
Epoch 0: |          | 4398/? [35:56<00:00,  2.04it/s]
Epoch 0: |          | 4399/? [35:56<00:00,  2.04it/s]
Epoch 0: |          | 4399/? [35:56<00:00,  2.04it/s]
Epoch 0: |          | 4400/? [35:57<00:00,  2.04it/s]
Epoch 0: |          | 4400/? [35:57<00:00,  2.04it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.13it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.12it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.33it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.97it/s]

Epoch 0: |          | 4400/? [35:57<00:00,  2.04it/s]
Epoch 0: |          | 4401/? [35:58<00:00,  2.04it/s]
Epoch 0: |          | 4401/? [35:58<00:00,  2.04it/s]
Epoch 0: |          | 4402/? [35:58<00:00,  2.04it/s]
Epoch 0: |          | 4402/? [35:58<00:00,  2.04it/s]
Epoch 0: |          | 4403/? [35:58<00:00,  2.04it/s]
Epoch 0: |          | 4403/? [35:58<00:00,  2.04it/s]
Epoch 0: |          | 4404/? [35:59<00:00,  2.04it/s]
Epoch 0: |          | 4404/? [35:59<00:00,  2.04it/s]
Epoch 0: |          | 4405/? [35:59<00:00,  2.04it/s]
Epoch 0: |          | 4405/? [35:59<00:00,  2.04it/s]
Epoch 0: |          | 4406/? [35:59<00:00,  2.04it/s]
Epoch 0: |          | 4406/? [35:59<00:00,  2.04it/s]
Epoch 0: |          | 4407/? [36:00<00:00,  2.04it/s]
Epoch 0: |          | 4407/? [36:00<00:00,  2.04it/s]
Epoch 0: |          | 4408/? [36:00<00:00,  2.04it/s]
Epoch 0: |          | 4408/? [36:00<00:00,  2.04it/s]
Epoch 0: |          | 4409/? [36:01<00:00,  2.04it/s]
Epoch 0: |          | 4409/? [36:01<00:00,  2.04it/s]
Epoch 0: |          | 4410/? [36:01<00:00,  2.04it/s]
Epoch 0: |          | 4410/? [36:01<00:00,  2.04it/s]
Epoch 0: |          | 4411/? [36:01<00:00,  2.04it/s]
Epoch 0: |          | 4411/? [36:01<00:00,  2.04it/s]
Epoch 0: |          | 4412/? [36:02<00:00,  2.04it/s]
Epoch 0: |          | 4412/? [36:02<00:00,  2.04it/s]
Epoch 0: |          | 4413/? [36:02<00:00,  2.04it/s]
Epoch 0: |          | 4413/? [36:02<00:00,  2.04it/s]
Epoch 0: |          | 4414/? [36:02<00:00,  2.04it/s]
Epoch 0: |          | 4414/? [36:02<00:00,  2.04it/s]
Epoch 0: |          | 4415/? [36:03<00:00,  2.04it/s]
Epoch 0: |          | 4415/? [36:03<00:00,  2.04it/s]
Epoch 0: |          | 4416/? [36:03<00:00,  2.04it/s]
Epoch 0: |          | 4416/? [36:03<00:00,  2.04it/s]
Epoch 0: |          | 4417/? [36:04<00:00,  2.04it/s]
Epoch 0: |          | 4417/? [36:04<00:00,  2.04it/s]
Epoch 0: |          | 4418/? [36:04<00:00,  2.04it/s]
Epoch 0: |          | 4418/? [36:04<00:00,  2.04it/s]
Epoch 0: |          | 4419/? [36:04<00:00,  2.04it/s]
Epoch 0: |          | 4419/? [36:04<00:00,  2.04it/s]
Epoch 0: |          | 4420/? [36:05<00:00,  2.04it/s]
Epoch 0: |          | 4420/? [36:05<00:00,  2.04it/s]
Epoch 0: |          | 4421/? [36:05<00:00,  2.04it/s]
Epoch 0: |          | 4421/? [36:05<00:00,  2.04it/s]
Epoch 0: |          | 4422/? [36:06<00:00,  2.04it/s]
Epoch 0: |          | 4422/? [36:06<00:00,  2.04it/s]
Epoch 0: |          | 4423/? [36:06<00:00,  2.04it/s]
Epoch 0: |          | 4423/? [36:06<00:00,  2.04it/s]
Epoch 0: |          | 4424/? [36:06<00:00,  2.04it/s]
Epoch 0: |          | 4424/? [36:06<00:00,  2.04it/s]
Epoch 0: |          | 4425/? [36:07<00:00,  2.04it/s]
Epoch 0: |          | 4425/? [36:07<00:00,  2.04it/s]
Epoch 0: |          | 4426/? [36:07<00:00,  2.04it/s]
Epoch 0: |          | 4426/? [36:07<00:00,  2.04it/s]
Epoch 0: |          | 4427/? [36:07<00:00,  2.04it/s]
Epoch 0: |          | 4427/? [36:07<00:00,  2.04it/s]
Epoch 0: |          | 4428/? [36:08<00:00,  2.04it/s]
Epoch 0: |          | 4428/? [36:08<00:00,  2.04it/s]
Epoch 0: |          | 4429/? [36:08<00:00,  2.04it/s]
Epoch 0: |          | 4429/? [36:08<00:00,  2.04it/s]
Epoch 0: |          | 4430/? [36:09<00:00,  2.04it/s]
Epoch 0: |          | 4430/? [36:09<00:00,  2.04it/s]
Epoch 0: |          | 4431/? [36:09<00:00,  2.04it/s]
Epoch 0: |          | 4431/? [36:09<00:00,  2.04it/s]
Epoch 0: |          | 4432/? [36:09<00:00,  2.04it/s]
Epoch 0: |          | 4432/? [36:09<00:00,  2.04it/s]
Epoch 0: |          | 4433/? [36:10<00:00,  2.04it/s]
Epoch 0: |          | 4433/? [36:10<00:00,  2.04it/s]
Epoch 0: |          | 4434/? [36:10<00:00,  2.04it/s]
Epoch 0: |          | 4434/? [36:10<00:00,  2.04it/s]
Epoch 0: |          | 4435/? [36:10<00:00,  2.04it/s]
Epoch 0: |          | 4435/? [36:10<00:00,  2.04it/s]
Epoch 0: |          | 4436/? [36:11<00:00,  2.04it/s]
Epoch 0: |          | 4436/? [36:11<00:00,  2.04it/s]
Epoch 0: |          | 4437/? [36:11<00:00,  2.04it/s]
Epoch 0: |          | 4437/? [36:11<00:00,  2.04it/s]
Epoch 0: |          | 4438/? [36:12<00:00,  2.04it/s]
Epoch 0: |          | 4438/? [36:12<00:00,  2.04it/s]
Epoch 0: |          | 4439/? [36:12<00:00,  2.04it/s]
Epoch 0: |          | 4439/? [36:12<00:00,  2.04it/s]
Epoch 0: |          | 4440/? [36:12<00:00,  2.04it/s]
Epoch 0: |          | 4440/? [36:12<00:00,  2.04it/s]
Epoch 0: |          | 4441/? [36:13<00:00,  2.04it/s]
Epoch 0: |          | 4441/? [36:13<00:00,  2.04it/s]
Epoch 0: |          | 4442/? [36:13<00:00,  2.04it/s]
Epoch 0: |          | 4442/? [36:13<00:00,  2.04it/s]
Epoch 0: |          | 4443/? [36:13<00:00,  2.04it/s]
Epoch 0: |          | 4443/? [36:13<00:00,  2.04it/s]
Epoch 0: |          | 4444/? [36:14<00:00,  2.04it/s]
Epoch 0: |          | 4444/? [36:14<00:00,  2.04it/s]
Epoch 0: |          | 4445/? [36:14<00:00,  2.04it/s]
Epoch 0: |          | 4445/? [36:14<00:00,  2.04it/s]
Epoch 0: |          | 4446/? [36:15<00:00,  2.04it/s]
Epoch 0: |          | 4446/? [36:15<00:00,  2.04it/s]
Epoch 0: |          | 4447/? [36:15<00:00,  2.04it/s]
Epoch 0: |          | 4447/? [36:15<00:00,  2.04it/s]
Epoch 0: |          | 4448/? [36:15<00:00,  2.04it/s]
Epoch 0: |          | 4448/? [36:15<00:00,  2.04it/s]
Epoch 0: |          | 4449/? [36:16<00:00,  2.04it/s]
Epoch 0: |          | 4449/? [36:16<00:00,  2.04it/s]
Epoch 0: |          | 4450/? [36:16<00:00,  2.04it/s]
Epoch 0: |          | 4450/? [36:16<00:00,  2.04it/s]
Epoch 0: |          | 4451/? [36:17<00:00,  2.04it/s]
Epoch 0: |          | 4451/? [36:17<00:00,  2.04it/s]
Epoch 0: |          | 4452/? [36:17<00:00,  2.04it/s]
Epoch 0: |          | 4452/? [36:17<00:00,  2.04it/s]
Epoch 0: |          | 4453/? [36:17<00:00,  2.04it/s]
Epoch 0: |          | 4453/? [36:17<00:00,  2.04it/s]
Epoch 0: |          | 4454/? [36:18<00:00,  2.04it/s]
Epoch 0: |          | 4454/? [36:18<00:00,  2.04it/s]
Epoch 0: |          | 4455/? [36:18<00:00,  2.04it/s]
Epoch 0: |          | 4455/? [36:18<00:00,  2.04it/s]
Epoch 0: |          | 4456/? [36:18<00:00,  2.05it/s]
Epoch 0: |          | 4456/? [36:18<00:00,  2.05it/s]
Epoch 0: |          | 4457/? [36:19<00:00,  2.05it/s]
Epoch 0: |          | 4457/? [36:19<00:00,  2.05it/s]
Epoch 0: |          | 4458/? [36:19<00:00,  2.05it/s]
Epoch 0: |          | 4458/? [36:19<00:00,  2.05it/s]
Epoch 0: |          | 4459/? [36:20<00:00,  2.05it/s]
Epoch 0: |          | 4459/? [36:20<00:00,  2.05it/s]
Epoch 0: |          | 4460/? [36:20<00:00,  2.05it/s]
Epoch 0: |          | 4460/? [36:20<00:00,  2.05it/s]
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Epoch 0: |          | 4470/? [36:24<00:00,  2.05it/s]
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Epoch 0: |          | 4476/? [36:26<00:00,  2.05it/s]
Epoch 0: |          | 4476/? [36:26<00:00,  2.05it/s]
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Epoch 0: |          | 4479/? [36:27<00:00,  2.05it/s]
Epoch 0: |          | 4479/? [36:27<00:00,  2.05it/s]
Epoch 0: |          | 4480/? [36:27<00:00,  2.05it/s]
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Epoch 0: |          | 4481/? [36:28<00:00,  2.05it/s]
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Epoch 0: |          | 4482/? [36:28<00:00,  2.05it/s]
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Epoch 0: |          | 4483/? [36:29<00:00,  2.05it/s]
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Epoch 0: |          | 4484/? [36:29<00:00,  2.05it/s]
Epoch 0: |          | 4484/? [36:29<00:00,  2.05it/s]
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Epoch 0: |          | 4486/? [36:30<00:00,  2.05it/s]
Epoch 0: |          | 4487/? [36:30<00:00,  2.05it/s]
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Epoch 0: |          | 4488/? [36:31<00:00,  2.05it/s]
Epoch 0: |          | 4488/? [36:31<00:00,  2.05it/s]
Epoch 0: |          | 4489/? [36:31<00:00,  2.05it/s]
Epoch 0: |          | 4489/? [36:31<00:00,  2.05it/s]
Epoch 0: |          | 4490/? [36:31<00:00,  2.05it/s]
Epoch 0: |          | 4490/? [36:31<00:00,  2.05it/s]
Epoch 0: |          | 4491/? [36:32<00:00,  2.05it/s]
Epoch 0: |          | 4491/? [36:32<00:00,  2.05it/s]
Epoch 0: |          | 4492/? [36:32<00:00,  2.05it/s]
Epoch 0: |          | 4492/? [36:32<00:00,  2.05it/s]
Epoch 0: |          | 4493/? [36:32<00:00,  2.05it/s]
Epoch 0: |          | 4493/? [36:32<00:00,  2.05it/s]
Epoch 0: |          | 4494/? [36:33<00:00,  2.05it/s]
Epoch 0: |          | 4494/? [36:33<00:00,  2.05it/s]
Epoch 0: |          | 4495/? [36:33<00:00,  2.05it/s]
Epoch 0: |          | 4495/? [36:33<00:00,  2.05it/s]
Epoch 0: |          | 4496/? [36:34<00:00,  2.05it/s]
Epoch 0: |          | 4496/? [36:34<00:00,  2.05it/s]
Epoch 0: |          | 4497/? [36:34<00:00,  2.05it/s]
Epoch 0: |          | 4497/? [36:34<00:00,  2.05it/s]
Epoch 0: |          | 4498/? [36:34<00:00,  2.05it/s]
Epoch 0: |          | 4498/? [36:34<00:00,  2.05it/s]
Epoch 0: |          | 4499/? [36:35<00:00,  2.05it/s]
Epoch 0: |          | 4499/? [36:35<00:00,  2.05it/s]
Epoch 0: |          | 4500/? [36:35<00:00,  2.05it/s]
Epoch 0: |          | 4500/? [36:35<00:00,  2.05it/s]
Epoch 0: |          | 4501/? [36:35<00:00,  2.05it/s]
Epoch 0: |          | 4501/? [36:35<00:00,  2.05it/s]
Epoch 0: |          | 4502/? [36:36<00:00,  2.05it/s]
Epoch 0: |          | 4502/? [36:36<00:00,  2.05it/s]
Epoch 0: |          | 4503/? [36:36<00:00,  2.05it/s]
Epoch 0: |          | 4503/? [36:36<00:00,  2.05it/s]
Epoch 0: |          | 4504/? [36:37<00:00,  2.05it/s]
Epoch 0: |          | 4504/? [36:37<00:00,  2.05it/s]
Epoch 0: |          | 4505/? [36:37<00:00,  2.05it/s]
Epoch 0: |          | 4505/? [36:37<00:00,  2.05it/s]
Epoch 0: |          | 4506/? [36:37<00:00,  2.05it/s]
Epoch 0: |          | 4506/? [36:37<00:00,  2.05it/s]
Epoch 0: |          | 4507/? [36:38<00:00,  2.05it/s]
Epoch 0: |          | 4507/? [36:38<00:00,  2.05it/s]
Epoch 0: |          | 4508/? [36:38<00:00,  2.05it/s]
Epoch 0: |          | 4508/? [36:38<00:00,  2.05it/s]
Epoch 0: |          | 4509/? [36:38<00:00,  2.05it/s]
Epoch 0: |          | 4509/? [36:38<00:00,  2.05it/s]
Epoch 0: |          | 4510/? [36:39<00:00,  2.05it/s]
Epoch 0: |          | 4510/? [36:39<00:00,  2.05it/s]
Epoch 0: |          | 4511/? [36:39<00:00,  2.05it/s]
Epoch 0: |          | 4511/? [36:39<00:00,  2.05it/s]
Epoch 0: |          | 4512/? [36:40<00:00,  2.05it/s]
Epoch 0: |          | 4512/? [36:40<00:00,  2.05it/s]
Epoch 0: |          | 4513/? [36:40<00:00,  2.05it/s]
Epoch 0: |          | 4513/? [36:40<00:00,  2.05it/s]
Epoch 0: |          | 4514/? [36:40<00:00,  2.05it/s]
Epoch 0: |          | 4514/? [36:40<00:00,  2.05it/s]
Epoch 0: |          | 4515/? [36:41<00:00,  2.05it/s]
Epoch 0: |          | 4515/? [36:41<00:00,  2.05it/s]
Epoch 0: |          | 4516/? [36:41<00:00,  2.05it/s]
Epoch 0: |          | 4516/? [36:41<00:00,  2.05it/s]
Epoch 0: |          | 4517/? [36:41<00:00,  2.05it/s]
Epoch 0: |          | 4517/? [36:41<00:00,  2.05it/s]
Epoch 0: |          | 4518/? [36:42<00:00,  2.05it/s]
Epoch 0: |          | 4518/? [36:42<00:00,  2.05it/s]
Epoch 0: |          | 4519/? [36:42<00:00,  2.05it/s]
Epoch 0: |          | 4519/? [36:42<00:00,  2.05it/s]
Epoch 0: |          | 4520/? [36:43<00:00,  2.05it/s]
Epoch 0: |          | 4520/? [36:43<00:00,  2.05it/s]
Epoch 0: |          | 4521/? [36:43<00:00,  2.05it/s]
Epoch 0: |          | 4521/? [36:43<00:00,  2.05it/s]
Epoch 0: |          | 4522/? [36:43<00:00,  2.05it/s]
Epoch 0: |          | 4522/? [36:43<00:00,  2.05it/s]
Epoch 0: |          | 4523/? [36:44<00:00,  2.05it/s]
Epoch 0: |          | 4523/? [36:44<00:00,  2.05it/s]
Epoch 0: |          | 4524/? [36:44<00:00,  2.05it/s]
Epoch 0: |          | 4524/? [36:44<00:00,  2.05it/s]
Epoch 0: |          | 4525/? [36:45<00:00,  2.05it/s]
Epoch 0: |          | 4525/? [36:45<00:00,  2.05it/s]
Epoch 0: |          | 4526/? [36:45<00:00,  2.05it/s]
Epoch 0: |          | 4526/? [36:45<00:00,  2.05it/s]
Epoch 0: |          | 4527/? [36:45<00:00,  2.05it/s]
Epoch 0: |          | 4527/? [36:45<00:00,  2.05it/s]
Epoch 0: |          | 4528/? [36:46<00:00,  2.05it/s]
Epoch 0: |          | 4528/? [36:46<00:00,  2.05it/s]
Epoch 0: |          | 4529/? [36:46<00:00,  2.05it/s]
Epoch 0: |          | 4529/? [36:46<00:00,  2.05it/s]
Epoch 0: |          | 4530/? [36:46<00:00,  2.05it/s]
Epoch 0: |          | 4530/? [36:46<00:00,  2.05it/s]
Epoch 0: |          | 4531/? [36:47<00:00,  2.05it/s]
Epoch 0: |          | 4531/? [36:47<00:00,  2.05it/s]
Epoch 0: |          | 4532/? [36:47<00:00,  2.05it/s]
Epoch 0: |          | 4532/? [36:47<00:00,  2.05it/s]
Epoch 0: |          | 4533/? [36:48<00:00,  2.05it/s]
Epoch 0: |          | 4533/? [36:48<00:00,  2.05it/s]
Epoch 0: |          | 4534/? [36:48<00:00,  2.05it/s]
Epoch 0: |          | 4534/? [36:48<00:00,  2.05it/s]
Epoch 0: |          | 4535/? [36:48<00:00,  2.05it/s]
Epoch 0: |          | 4535/? [36:48<00:00,  2.05it/s]
Epoch 0: |          | 4536/? [36:49<00:00,  2.05it/s]
Epoch 0: |          | 4536/? [36:49<00:00,  2.05it/s]
Epoch 0: |          | 4537/? [36:49<00:00,  2.05it/s]
Epoch 0: |          | 4537/? [36:49<00:00,  2.05it/s]
Epoch 0: |          | 4538/? [36:50<00:00,  2.05it/s]
Epoch 0: |          | 4538/? [36:50<00:00,  2.05it/s]
Epoch 0: |          | 4539/? [36:50<00:00,  2.05it/s]
Epoch 0: |          | 4539/? [36:50<00:00,  2.05it/s]
Epoch 0: |          | 4540/? [36:50<00:00,  2.05it/s]
Epoch 0: |          | 4540/? [36:50<00:00,  2.05it/s]
Epoch 0: |          | 4541/? [36:51<00:00,  2.05it/s]
Epoch 0: |          | 4541/? [36:51<00:00,  2.05it/s]
Epoch 0: |          | 4542/? [36:51<00:00,  2.05it/s]
Epoch 0: |          | 4542/? [36:51<00:00,  2.05it/s]
Epoch 0: |          | 4543/? [36:51<00:00,  2.05it/s]
Epoch 0: |          | 4543/? [36:51<00:00,  2.05it/s]
Epoch 0: |          | 4544/? [36:52<00:00,  2.05it/s]
Epoch 0: |          | 4544/? [36:52<00:00,  2.05it/s]
Epoch 0: |          | 4545/? [36:52<00:00,  2.05it/s]
Epoch 0: |          | 4545/? [36:52<00:00,  2.05it/s]
Epoch 0: |          | 4546/? [36:53<00:00,  2.05it/s]
Epoch 0: |          | 4546/? [36:53<00:00,  2.05it/s]
Epoch 0: |          | 4547/? [36:53<00:00,  2.05it/s]
Epoch 0: |          | 4547/? [36:53<00:00,  2.05it/s]
Epoch 0: |          | 4548/? [36:53<00:00,  2.05it/s]
Epoch 0: |          | 4548/? [36:53<00:00,  2.05it/s]
Epoch 0: |          | 4549/? [36:54<00:00,  2.05it/s]
Epoch 0: |          | 4549/? [36:54<00:00,  2.05it/s]
Epoch 0: |          | 4550/? [36:54<00:00,  2.05it/s]
Epoch 0: |          | 4550/? [36:54<00:00,  2.05it/s]
Epoch 0: |          | 4551/? [36:54<00:00,  2.05it/s]
Epoch 0: |          | 4551/? [36:54<00:00,  2.05it/s]
Epoch 0: |          | 4552/? [36:55<00:00,  2.05it/s]
Epoch 0: |          | 4552/? [36:55<00:00,  2.05it/s]
Epoch 0: |          | 4553/? [36:55<00:00,  2.05it/s]
Epoch 0: |          | 4553/? [36:55<00:00,  2.05it/s]
Epoch 0: |          | 4554/? [36:56<00:00,  2.05it/s]
Epoch 0: |          | 4554/? [36:56<00:00,  2.05it/s]
Epoch 0: |          | 4555/? [36:56<00:00,  2.05it/s]
Epoch 0: |          | 4555/? [36:56<00:00,  2.05it/s]
Epoch 0: |          | 4556/? [36:56<00:00,  2.06it/s]
Epoch 0: |          | 4556/? [36:56<00:00,  2.06it/s]
Epoch 0: |          | 4557/? [36:57<00:00,  2.06it/s]
Epoch 0: |          | 4557/? [36:57<00:00,  2.06it/s]
Epoch 0: |          | 4558/? [36:57<00:00,  2.06it/s]
Epoch 0: |          | 4558/? [36:57<00:00,  2.06it/s]
Epoch 0: |          | 4559/? [36:58<00:00,  2.06it/s]
Epoch 0: |          | 4559/? [36:58<00:00,  2.06it/s]
Epoch 0: |          | 4560/? [36:58<00:00,  2.06it/s]
Epoch 0: |          | 4560/? [36:58<00:00,  2.06it/s]
Epoch 0: |          | 4561/? [36:58<00:00,  2.06it/s]
Epoch 0: |          | 4561/? [36:58<00:00,  2.06it/s]
Epoch 0: |          | 4562/? [36:59<00:00,  2.06it/s]
Epoch 0: |          | 4562/? [36:59<00:00,  2.06it/s]
Epoch 0: |          | 4563/? [36:59<00:00,  2.06it/s]
Epoch 0: |          | 4563/? [36:59<00:00,  2.06it/s]
Epoch 0: |          | 4564/? [37:00<00:00,  2.06it/s]
Epoch 0: |          | 4564/? [37:00<00:00,  2.06it/s]
Epoch 0: |          | 4565/? [37:00<00:00,  2.06it/s]
Epoch 0: |          | 4565/? [37:00<00:00,  2.06it/s]
Epoch 0: |          | 4566/? [37:00<00:00,  2.06it/s]
Epoch 0: |          | 4566/? [37:00<00:00,  2.06it/s]
Epoch 0: |          | 4567/? [37:01<00:00,  2.06it/s]
Epoch 0: |          | 4567/? [37:01<00:00,  2.06it/s]
Epoch 0: |          | 4568/? [37:01<00:00,  2.06it/s]
Epoch 0: |          | 4568/? [37:01<00:00,  2.06it/s]
Epoch 0: |          | 4569/? [37:02<00:00,  2.06it/s]
Epoch 0: |          | 4569/? [37:02<00:00,  2.06it/s]
Epoch 0: |          | 4570/? [37:02<00:00,  2.06it/s]
Epoch 0: |          | 4570/? [37:02<00:00,  2.06it/s]
Epoch 0: |          | 4571/? [37:02<00:00,  2.06it/s]
Epoch 0: |          | 4571/? [37:02<00:00,  2.06it/s]
Epoch 0: |          | 4572/? [37:03<00:00,  2.06it/s]
Epoch 0: |          | 4572/? [37:03<00:00,  2.06it/s]
Epoch 0: |          | 4573/? [37:03<00:00,  2.06it/s]
Epoch 0: |          | 4573/? [37:03<00:00,  2.06it/s]
Epoch 0: |          | 4574/? [37:03<00:00,  2.06it/s]
Epoch 0: |          | 4574/? [37:03<00:00,  2.06it/s]
Epoch 0: |          | 4575/? [37:04<00:00,  2.06it/s]
Epoch 0: |          | 4575/? [37:04<00:00,  2.06it/s]
Epoch 0: |          | 4576/? [37:04<00:00,  2.06it/s]
Epoch 0: |          | 4576/? [37:04<00:00,  2.06it/s]
Epoch 0: |          | 4577/? [37:05<00:00,  2.06it/s]
Epoch 0: |          | 4577/? [37:05<00:00,  2.06it/s]
Epoch 0: |          | 4578/? [37:05<00:00,  2.06it/s]
Epoch 0: |          | 4578/? [37:05<00:00,  2.06it/s]
Epoch 0: |          | 4579/? [37:05<00:00,  2.06it/s]
Epoch 0: |          | 4579/? [37:05<00:00,  2.06it/s]
Epoch 0: |          | 4580/? [37:06<00:00,  2.06it/s]
Epoch 0: |          | 4580/? [37:06<00:00,  2.06it/s]
Epoch 0: |          | 4581/? [37:06<00:00,  2.06it/s]
Epoch 0: |          | 4581/? [37:06<00:00,  2.06it/s]
Epoch 0: |          | 4582/? [37:06<00:00,  2.06it/s]
Epoch 0: |          | 4582/? [37:06<00:00,  2.06it/s]
Epoch 0: |          | 4583/? [37:07<00:00,  2.06it/s]
Epoch 0: |          | 4583/? [37:07<00:00,  2.06it/s]
Epoch 0: |          | 4584/? [37:07<00:00,  2.06it/s]
Epoch 0: |          | 4584/? [37:07<00:00,  2.06it/s]
Epoch 0: |          | 4585/? [37:08<00:00,  2.06it/s]
Epoch 0: |          | 4585/? [37:08<00:00,  2.06it/s]
Epoch 0: |          | 4586/? [37:08<00:00,  2.06it/s]
Epoch 0: |          | 4586/? [37:08<00:00,  2.06it/s]
Epoch 0: |          | 4587/? [37:08<00:00,  2.06it/s]
Epoch 0: |          | 4587/? [37:08<00:00,  2.06it/s]
Epoch 0: |          | 4588/? [37:09<00:00,  2.06it/s]
Epoch 0: |          | 4588/? [37:09<00:00,  2.06it/s]
Epoch 0: |          | 4589/? [37:09<00:00,  2.06it/s]
Epoch 0: |          | 4589/? [37:09<00:00,  2.06it/s]
Epoch 0: |          | 4590/? [37:10<00:00,  2.06it/s]
Epoch 0: |          | 4590/? [37:10<00:00,  2.06it/s]
Epoch 0: |          | 4591/? [37:10<00:00,  2.06it/s]
Epoch 0: |          | 4591/? [37:10<00:00,  2.06it/s]
Epoch 0: |          | 4592/? [37:10<00:00,  2.06it/s]
Epoch 0: |          | 4592/? [37:10<00:00,  2.06it/s]
Epoch 0: |          | 4593/? [37:11<00:00,  2.06it/s]
Epoch 0: |          | 4593/? [37:11<00:00,  2.06it/s]
Epoch 0: |          | 4594/? [37:11<00:00,  2.06it/s]
Epoch 0: |          | 4594/? [37:11<00:00,  2.06it/s]
Epoch 0: |          | 4595/? [37:11<00:00,  2.06it/s]
Epoch 0: |          | 4595/? [37:11<00:00,  2.06it/s]
Epoch 0: |          | 4596/? [37:12<00:00,  2.06it/s]
Epoch 0: |          | 4596/? [37:12<00:00,  2.06it/s]
Epoch 0: |          | 4597/? [37:12<00:00,  2.06it/s]
Epoch 0: |          | 4597/? [37:12<00:00,  2.06it/s]
Epoch 0: |          | 4598/? [37:13<00:00,  2.06it/s]
Epoch 0: |          | 4598/? [37:13<00:00,  2.06it/s]
Epoch 0: |          | 4599/? [37:13<00:00,  2.06it/s]
Epoch 0: |          | 4599/? [37:13<00:00,  2.06it/s]
Epoch 0: |          | 4600/? [37:13<00:00,  2.06it/s]
Epoch 0: |          | 4600/? [37:13<00:00,  2.06it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.57it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.49it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.53it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.31it/s]

Epoch 0: |          | 4600/? [37:14<00:00,  2.06it/s]
Epoch 0: |          | 4601/? [37:14<00:00,  2.06it/s]
Epoch 0: |          | 4601/? [37:14<00:00,  2.06it/s]
Epoch 0: |          | 4602/? [37:15<00:00,  2.06it/s]
Epoch 0: |          | 4602/? [37:15<00:00,  2.06it/s]
Epoch 0: |          | 4603/? [37:15<00:00,  2.06it/s]
Epoch 0: |          | 4603/? [37:15<00:00,  2.06it/s]
Epoch 0: |          | 4604/? [37:15<00:00,  2.06it/s]
Epoch 0: |          | 4604/? [37:15<00:00,  2.06it/s]
Epoch 0: |          | 4605/? [37:16<00:00,  2.06it/s]
Epoch 0: |          | 4605/? [37:16<00:00,  2.06it/s]
Epoch 0: |          | 4606/? [37:16<00:00,  2.06it/s]
Epoch 0: |          | 4606/? [37:16<00:00,  2.06it/s]
Epoch 0: |          | 4607/? [37:16<00:00,  2.06it/s]
Epoch 0: |          | 4607/? [37:16<00:00,  2.06it/s]
Epoch 0: |          | 4608/? [37:17<00:00,  2.06it/s]
Epoch 0: |          | 4608/? [37:17<00:00,  2.06it/s]
Epoch 0: |          | 4609/? [37:17<00:00,  2.06it/s]
Epoch 0: |          | 4609/? [37:17<00:00,  2.06it/s]
Epoch 0: |          | 4610/? [37:18<00:00,  2.06it/s]
Epoch 0: |          | 4610/? [37:18<00:00,  2.06it/s]
Epoch 0: |          | 4611/? [37:18<00:00,  2.06it/s]
Epoch 0: |          | 4611/? [37:18<00:00,  2.06it/s]
Epoch 0: |          | 4612/? [37:18<00:00,  2.06it/s]
Epoch 0: |          | 4612/? [37:18<00:00,  2.06it/s]
Epoch 0: |          | 4613/? [37:19<00:00,  2.06it/s]
Epoch 0: |          | 4613/? [37:19<00:00,  2.06it/s]
Epoch 0: |          | 4614/? [37:19<00:00,  2.06it/s]
Epoch 0: |          | 4614/? [37:19<00:00,  2.06it/s]
Epoch 0: |          | 4615/? [37:19<00:00,  2.06it/s]
Epoch 0: |          | 4615/? [37:19<00:00,  2.06it/s]
Epoch 0: |          | 4616/? [37:20<00:00,  2.06it/s]
Epoch 0: |          | 4616/? [37:20<00:00,  2.06it/s]
Epoch 0: |          | 4617/? [37:20<00:00,  2.06it/s]
Epoch 0: |          | 4617/? [37:20<00:00,  2.06it/s]
Epoch 0: |          | 4618/? [37:21<00:00,  2.06it/s]
Epoch 0: |          | 4618/? [37:21<00:00,  2.06it/s]
Epoch 0: |          | 4619/? [37:21<00:00,  2.06it/s]
Epoch 0: |          | 4619/? [37:21<00:00,  2.06it/s]
Epoch 0: |          | 4620/? [37:21<00:00,  2.06it/s]
Epoch 0: |          | 4620/? [37:21<00:00,  2.06it/s]
Epoch 0: |          | 4621/? [37:22<00:00,  2.06it/s]
Epoch 0: |          | 4621/? [37:22<00:00,  2.06it/s]
Epoch 0: |          | 4622/? [37:22<00:00,  2.06it/s]
Epoch 0: |          | 4622/? [37:22<00:00,  2.06it/s]
Epoch 0: |          | 4623/? [37:22<00:00,  2.06it/s]
Epoch 0: |          | 4623/? [37:22<00:00,  2.06it/s]
Epoch 0: |          | 4624/? [37:23<00:00,  2.06it/s]
Epoch 0: |          | 4624/? [37:23<00:00,  2.06it/s]
Epoch 0: |          | 4625/? [37:23<00:00,  2.06it/s]
Epoch 0: |          | 4625/? [37:23<00:00,  2.06it/s]
Epoch 0: |          | 4626/? [37:24<00:00,  2.06it/s]
Epoch 0: |          | 4626/? [37:24<00:00,  2.06it/s]
Epoch 0: |          | 4627/? [37:24<00:00,  2.06it/s]
Epoch 0: |          | 4627/? [37:24<00:00,  2.06it/s]
Epoch 0: |          | 4628/? [37:24<00:00,  2.06it/s]
Epoch 0: |          | 4628/? [37:24<00:00,  2.06it/s]
Epoch 0: |          | 4629/? [37:25<00:00,  2.06it/s]
Epoch 0: |          | 4629/? [37:25<00:00,  2.06it/s]
Epoch 0: |          | 4630/? [37:25<00:00,  2.06it/s]
Epoch 0: |          | 4630/? [37:25<00:00,  2.06it/s]
Epoch 0: |          | 4631/? [37:26<00:00,  2.06it/s]
Epoch 0: |          | 4631/? [37:26<00:00,  2.06it/s]
Epoch 0: |          | 4632/? [37:26<00:00,  2.06it/s]
Epoch 0: |          | 4632/? [37:26<00:00,  2.06it/s]
Epoch 0: |          | 4633/? [37:26<00:00,  2.06it/s]
Epoch 0: |          | 4633/? [37:26<00:00,  2.06it/s]
Epoch 0: |          | 4634/? [37:27<00:00,  2.06it/s]
Epoch 0: |          | 4634/? [37:27<00:00,  2.06it/s]
Epoch 0: |          | 4635/? [37:27<00:00,  2.06it/s]
Epoch 0: |          | 4635/? [37:27<00:00,  2.06it/s]
Epoch 0: |          | 4636/? [37:27<00:00,  2.06it/s]
Epoch 0: |          | 4636/? [37:27<00:00,  2.06it/s]
Epoch 0: |          | 4637/? [37:28<00:00,  2.06it/s]
Epoch 0: |          | 4637/? [37:28<00:00,  2.06it/s]
Epoch 0: |          | 4638/? [37:28<00:00,  2.06it/s]
Epoch 0: |          | 4638/? [37:28<00:00,  2.06it/s]
Epoch 0: |          | 4639/? [37:29<00:00,  2.06it/s]
Epoch 0: |          | 4639/? [37:29<00:00,  2.06it/s]
Epoch 0: |          | 4640/? [37:29<00:00,  2.06it/s]
Epoch 0: |          | 4640/? [37:29<00:00,  2.06it/s]
Epoch 0: |          | 4641/? [37:29<00:00,  2.06it/s]
Epoch 0: |          | 4641/? [37:29<00:00,  2.06it/s]
Epoch 0: |          | 4642/? [37:30<00:00,  2.06it/s]
Epoch 0: |          | 4642/? [37:30<00:00,  2.06it/s]
Epoch 0: |          | 4643/? [37:30<00:00,  2.06it/s]
Epoch 0: |          | 4643/? [37:30<00:00,  2.06it/s]
Epoch 0: |          | 4644/? [37:31<00:00,  2.06it/s]
Epoch 0: |          | 4644/? [37:31<00:00,  2.06it/s]
Epoch 0: |          | 4645/? [37:31<00:00,  2.06it/s]
Epoch 0: |          | 4645/? [37:31<00:00,  2.06it/s]
Epoch 0: |          | 4646/? [37:31<00:00,  2.06it/s]
Epoch 0: |          | 4646/? [37:31<00:00,  2.06it/s]
Epoch 0: |          | 4647/? [37:32<00:00,  2.06it/s]
Epoch 0: |          | 4647/? [37:32<00:00,  2.06it/s]
Epoch 0: |          | 4648/? [37:32<00:00,  2.06it/s]
Epoch 0: |          | 4648/? [37:32<00:00,  2.06it/s]
Epoch 0: |          | 4649/? [37:33<00:00,  2.06it/s]
Epoch 0: |          | 4649/? [37:33<00:00,  2.06it/s]
Epoch 0: |          | 4650/? [37:33<00:00,  2.06it/s]
Epoch 0: |          | 4650/? [37:33<00:00,  2.06it/s]
Epoch 0: |          | 4651/? [37:33<00:00,  2.06it/s]
Epoch 0: |          | 4651/? [37:33<00:00,  2.06it/s]
Epoch 0: |          | 4652/? [37:34<00:00,  2.06it/s]
Epoch 0: |          | 4652/? [37:34<00:00,  2.06it/s]
Epoch 0: |          | 4653/? [37:34<00:00,  2.06it/s]
Epoch 0: |          | 4653/? [37:34<00:00,  2.06it/s]
Epoch 0: |          | 4654/? [37:34<00:00,  2.06it/s]
Epoch 0: |          | 4654/? [37:34<00:00,  2.06it/s]
Epoch 0: |          | 4655/? [37:35<00:00,  2.06it/s]
Epoch 0: |          | 4655/? [37:35<00:00,  2.06it/s]
Epoch 0: |          | 4656/? [37:35<00:00,  2.06it/s]
Epoch 0: |          | 4656/? [37:35<00:00,  2.06it/s]
Epoch 0: |          | 4657/? [37:36<00:00,  2.06it/s]
Epoch 0: |          | 4657/? [37:36<00:00,  2.06it/s]
Epoch 0: |          | 4658/? [37:36<00:00,  2.06it/s]
Epoch 0: |          | 4658/? [37:36<00:00,  2.06it/s]
Epoch 0: |          | 4659/? [37:37<00:00,  2.06it/s]
Epoch 0: |          | 4659/? [37:37<00:00,  2.06it/s]
Epoch 0: |          | 4660/? [37:37<00:00,  2.06it/s]
Epoch 0: |          | 4660/? [37:37<00:00,  2.06it/s]
Epoch 0: |          | 4661/? [37:37<00:00,  2.06it/s]
Epoch 0: |          | 4661/? [37:37<00:00,  2.06it/s]
Epoch 0: |          | 4662/? [37:38<00:00,  2.06it/s]
Epoch 0: |          | 4662/? [37:38<00:00,  2.06it/s]
Epoch 0: |          | 4663/? [37:38<00:00,  2.06it/s]
Epoch 0: |          | 4663/? [37:38<00:00,  2.06it/s]
Epoch 0: |          | 4664/? [37:38<00:00,  2.06it/s]
Epoch 0: |          | 4664/? [37:38<00:00,  2.06it/s]
Epoch 0: |          | 4665/? [37:39<00:00,  2.06it/s]
Epoch 0: |          | 4665/? [37:39<00:00,  2.06it/s]
Epoch 0: |          | 4666/? [37:39<00:00,  2.06it/s]
Epoch 0: |          | 4666/? [37:39<00:00,  2.06it/s]
Epoch 0: |          | 4667/? [37:40<00:00,  2.06it/s]
Epoch 0: |          | 4667/? [37:40<00:00,  2.06it/s]
Epoch 0: |          | 4668/? [37:40<00:00,  2.07it/s]
Epoch 0: |          | 4668/? [37:40<00:00,  2.07it/s]
Epoch 0: |          | 4669/? [37:40<00:00,  2.07it/s]
Epoch 0: |          | 4669/? [37:40<00:00,  2.07it/s]
Epoch 0: |          | 4670/? [37:41<00:00,  2.07it/s]
Epoch 0: |          | 4670/? [37:41<00:00,  2.07it/s]
Epoch 0: |          | 4671/? [37:41<00:00,  2.07it/s]
Epoch 0: |          | 4671/? [37:41<00:00,  2.07it/s]
Epoch 0: |          | 4672/? [37:41<00:00,  2.07it/s]
Epoch 0: |          | 4672/? [37:41<00:00,  2.07it/s]
Epoch 0: |          | 4673/? [37:42<00:00,  2.07it/s]
Epoch 0: |          | 4673/? [37:42<00:00,  2.07it/s]
Epoch 0: |          | 4674/? [37:42<00:00,  2.07it/s]
Epoch 0: |          | 4674/? [37:42<00:00,  2.07it/s]
Epoch 0: |          | 4675/? [37:43<00:00,  2.07it/s]
Epoch 0: |          | 4675/? [37:43<00:00,  2.07it/s]
Epoch 0: |          | 4676/? [37:43<00:00,  2.07it/s]
Epoch 0: |          | 4676/? [37:43<00:00,  2.07it/s]
Epoch 0: |          | 4677/? [37:43<00:00,  2.07it/s]
Epoch 0: |          | 4677/? [37:43<00:00,  2.07it/s]
Epoch 0: |          | 4678/? [37:44<00:00,  2.07it/s]
Epoch 0: |          | 4678/? [37:44<00:00,  2.07it/s]
Epoch 0: |          | 4679/? [37:44<00:00,  2.07it/s]
Epoch 0: |          | 4679/? [37:44<00:00,  2.07it/s]
Epoch 0: |          | 4680/? [37:45<00:00,  2.07it/s]
Epoch 0: |          | 4680/? [37:45<00:00,  2.07it/s]
Epoch 0: |          | 4681/? [37:45<00:00,  2.07it/s]
Epoch 0: |          | 4681/? [37:45<00:00,  2.07it/s]
Epoch 0: |          | 4682/? [37:45<00:00,  2.07it/s]
Epoch 0: |          | 4682/? [37:45<00:00,  2.07it/s]
Epoch 0: |          | 4683/? [37:46<00:00,  2.07it/s]
Epoch 0: |          | 4683/? [37:46<00:00,  2.07it/s]
Epoch 0: |          | 4684/? [37:46<00:00,  2.07it/s]
Epoch 0: |          | 4684/? [37:46<00:00,  2.07it/s]
Epoch 0: |          | 4685/? [37:46<00:00,  2.07it/s]
Epoch 0: |          | 4685/? [37:46<00:00,  2.07it/s]
Epoch 0: |          | 4686/? [37:47<00:00,  2.07it/s]
Epoch 0: |          | 4686/? [37:47<00:00,  2.07it/s]
Epoch 0: |          | 4687/? [37:47<00:00,  2.07it/s]
Epoch 0: |          | 4687/? [37:47<00:00,  2.07it/s]
Epoch 0: |          | 4688/? [37:48<00:00,  2.07it/s]
Epoch 0: |          | 4688/? [37:48<00:00,  2.07it/s]
Epoch 0: |          | 4689/? [37:48<00:00,  2.07it/s]
Epoch 0: |          | 4689/? [37:48<00:00,  2.07it/s]
Epoch 0: |          | 4690/? [37:48<00:00,  2.07it/s]
Epoch 0: |          | 4690/? [37:48<00:00,  2.07it/s]
Epoch 0: |          | 4691/? [37:49<00:00,  2.07it/s]
Epoch 0: |          | 4691/? [37:49<00:00,  2.07it/s]
Epoch 0: |          | 4692/? [37:49<00:00,  2.07it/s]
Epoch 0: |          | 4692/? [37:49<00:00,  2.07it/s]
Epoch 0: |          | 4693/? [37:49<00:00,  2.07it/s]
Epoch 0: |          | 4693/? [37:49<00:00,  2.07it/s]
Epoch 0: |          | 4694/? [37:50<00:00,  2.07it/s]
Epoch 0: |          | 4694/? [37:50<00:00,  2.07it/s]
Epoch 0: |          | 4695/? [37:50<00:00,  2.07it/s]
Epoch 0: |          | 4695/? [37:50<00:00,  2.07it/s]
Epoch 0: |          | 4696/? [37:51<00:00,  2.07it/s]
Epoch 0: |          | 4696/? [37:51<00:00,  2.07it/s]
Epoch 0: |          | 4697/? [37:51<00:00,  2.07it/s]
Epoch 0: |          | 4697/? [37:51<00:00,  2.07it/s]
Epoch 0: |          | 4698/? [37:51<00:00,  2.07it/s]
Epoch 0: |          | 4698/? [37:51<00:00,  2.07it/s]
Epoch 0: |          | 4699/? [37:52<00:00,  2.07it/s]
Epoch 0: |          | 4699/? [37:52<00:00,  2.07it/s]
Epoch 0: |          | 4700/? [37:52<00:00,  2.07it/s]
Epoch 0: |          | 4700/? [37:52<00:00,  2.07it/s]
Epoch 0: |          | 4701/? [37:52<00:00,  2.07it/s]
Epoch 0: |          | 4701/? [37:52<00:00,  2.07it/s]
Epoch 0: |          | 4702/? [37:53<00:00,  2.07it/s]
Epoch 0: |          | 4702/? [37:53<00:00,  2.07it/s]
Epoch 0: |          | 4703/? [37:53<00:00,  2.07it/s]
Epoch 0: |          | 4703/? [37:53<00:00,  2.07it/s]
Epoch 0: |          | 4704/? [37:54<00:00,  2.07it/s]
Epoch 0: |          | 4704/? [37:54<00:00,  2.07it/s]
Epoch 0: |          | 4705/? [37:54<00:00,  2.07it/s]
Epoch 0: |          | 4705/? [37:54<00:00,  2.07it/s]
Epoch 0: |          | 4706/? [37:54<00:00,  2.07it/s]
Epoch 0: |          | 4706/? [37:54<00:00,  2.07it/s]
Epoch 0: |          | 4707/? [37:55<00:00,  2.07it/s]
Epoch 0: |          | 4707/? [37:55<00:00,  2.07it/s]
Epoch 0: |          | 4708/? [37:55<00:00,  2.07it/s]
Epoch 0: |          | 4708/? [37:55<00:00,  2.07it/s]
Epoch 0: |          | 4709/? [37:56<00:00,  2.07it/s]
Epoch 0: |          | 4709/? [37:56<00:00,  2.07it/s]
Epoch 0: |          | 4710/? [37:56<00:00,  2.07it/s]
Epoch 0: |          | 4710/? [37:56<00:00,  2.07it/s]
Epoch 0: |          | 4711/? [37:56<00:00,  2.07it/s]
Epoch 0: |          | 4711/? [37:56<00:00,  2.07it/s]
Epoch 0: |          | 4712/? [37:57<00:00,  2.07it/s]
Epoch 0: |          | 4712/? [37:57<00:00,  2.07it/s]
Epoch 0: |          | 4713/? [37:57<00:00,  2.07it/s]
Epoch 0: |          | 4713/? [37:57<00:00,  2.07it/s]
Epoch 0: |          | 4714/? [37:57<00:00,  2.07it/s]
Epoch 0: |          | 4714/? [37:57<00:00,  2.07it/s]
Epoch 0: |          | 4715/? [37:58<00:00,  2.07it/s]
Epoch 0: |          | 4715/? [37:58<00:00,  2.07it/s]
Epoch 0: |          | 4716/? [37:58<00:00,  2.07it/s]
Epoch 0: |          | 4716/? [37:58<00:00,  2.07it/s]
Epoch 0: |          | 4717/? [37:59<00:00,  2.07it/s]
Epoch 0: |          | 4717/? [37:59<00:00,  2.07it/s]
Epoch 0: |          | 4718/? [37:59<00:00,  2.07it/s]
Epoch 0: |          | 4718/? [37:59<00:00,  2.07it/s]
Epoch 0: |          | 4719/? [37:59<00:00,  2.07it/s]
Epoch 0: |          | 4719/? [37:59<00:00,  2.07it/s]
Epoch 0: |          | 4720/? [38:00<00:00,  2.07it/s]
Epoch 0: |          | 4720/? [38:00<00:00,  2.07it/s]
Epoch 0: |          | 4721/? [38:00<00:00,  2.07it/s]
Epoch 0: |          | 4721/? [38:00<00:00,  2.07it/s]
Epoch 0: |          | 4722/? [38:00<00:00,  2.07it/s]
Epoch 0: |          | 4722/? [38:00<00:00,  2.07it/s]
Epoch 0: |          | 4723/? [38:01<00:00,  2.07it/s]
Epoch 0: |          | 4723/? [38:01<00:00,  2.07it/s]
Epoch 0: |          | 4724/? [38:01<00:00,  2.07it/s]
Epoch 0: |          | 4724/? [38:01<00:00,  2.07it/s]
Epoch 0: |          | 4725/? [38:02<00:00,  2.07it/s]
Epoch 0: |          | 4725/? [38:02<00:00,  2.07it/s]
Epoch 0: |          | 4726/? [38:02<00:00,  2.07it/s]
Epoch 0: |          | 4726/? [38:02<00:00,  2.07it/s]
Epoch 0: |          | 4727/? [38:02<00:00,  2.07it/s]
Epoch 0: |          | 4727/? [38:02<00:00,  2.07it/s]
Epoch 0: |          | 4728/? [38:03<00:00,  2.07it/s]
Epoch 0: |          | 4728/? [38:03<00:00,  2.07it/s]
Epoch 0: |          | 4729/? [38:03<00:00,  2.07it/s]
Epoch 0: |          | 4729/? [38:03<00:00,  2.07it/s]
Epoch 0: |          | 4730/? [38:04<00:00,  2.07it/s]
Epoch 0: |          | 4730/? [38:04<00:00,  2.07it/s]
Epoch 0: |          | 4731/? [38:04<00:00,  2.07it/s]
Epoch 0: |          | 4731/? [38:04<00:00,  2.07it/s]
Epoch 0: |          | 4732/? [38:04<00:00,  2.07it/s]
Epoch 0: |          | 4732/? [38:04<00:00,  2.07it/s]
Epoch 0: |          | 4733/? [38:05<00:00,  2.07it/s]
Epoch 0: |          | 4733/? [38:05<00:00,  2.07it/s]
Epoch 0: |          | 4734/? [38:05<00:00,  2.07it/s]
Epoch 0: |          | 4734/? [38:05<00:00,  2.07it/s]
Epoch 0: |          | 4735/? [38:05<00:00,  2.07it/s]
Epoch 0: |          | 4735/? [38:05<00:00,  2.07it/s]
Epoch 0: |          | 4736/? [38:06<00:00,  2.07it/s]
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Epoch 0: |          | 4737/? [38:06<00:00,  2.07it/s]
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Epoch 0: |          | 4738/? [38:07<00:00,  2.07it/s]
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Epoch 0: |          | 4739/? [38:07<00:00,  2.07it/s]
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Epoch 0: |          | 4740/? [38:07<00:00,  2.07it/s]
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Epoch 0: |          | 4741/? [38:08<00:00,  2.07it/s]
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Epoch 0: |          | 4742/? [38:08<00:00,  2.07it/s]
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Epoch 0: |          | 4743/? [38:08<00:00,  2.07it/s]
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Epoch 0: |          | 4744/? [38:09<00:00,  2.07it/s]
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Epoch 0: |          | 4746/? [38:10<00:00,  2.07it/s]
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Epoch 0: |          | 4749/? [38:11<00:00,  2.07it/s]
Epoch 0: |          | 4749/? [38:11<00:00,  2.07it/s]
Epoch 0: |          | 4750/? [38:11<00:00,  2.07it/s]
Epoch 0: |          | 4750/? [38:11<00:00,  2.07it/s]
Epoch 0: |          | 4751/? [38:11<00:00,  2.07it/s]
Epoch 0: |          | 4751/? [38:11<00:00,  2.07it/s]
Epoch 0: |          | 4752/? [38:12<00:00,  2.07it/s]
Epoch 0: |          | 4752/? [38:12<00:00,  2.07it/s]
Epoch 0: |          | 4753/? [38:12<00:00,  2.07it/s]
Epoch 0: |          | 4753/? [38:12<00:00,  2.07it/s]
Epoch 0: |          | 4754/? [38:13<00:00,  2.07it/s]
Epoch 0: |          | 4754/? [38:13<00:00,  2.07it/s]
Epoch 0: |          | 4755/? [38:13<00:00,  2.07it/s]
Epoch 0: |          | 4755/? [38:13<00:00,  2.07it/s]
Epoch 0: |          | 4756/? [38:13<00:00,  2.07it/s]
Epoch 0: |          | 4756/? [38:13<00:00,  2.07it/s]
Epoch 0: |          | 4757/? [38:14<00:00,  2.07it/s]
Epoch 0: |          | 4757/? [38:14<00:00,  2.07it/s]
Epoch 0: |          | 4758/? [38:14<00:00,  2.07it/s]
Epoch 0: |          | 4758/? [38:14<00:00,  2.07it/s]
Epoch 0: |          | 4759/? [38:15<00:00,  2.07it/s]
Epoch 0: |          | 4759/? [38:15<00:00,  2.07it/s]
Epoch 0: |          | 4760/? [38:15<00:00,  2.07it/s]
Epoch 0: |          | 4760/? [38:15<00:00,  2.07it/s]
Epoch 0: |          | 4761/? [38:15<00:00,  2.07it/s]
Epoch 0: |          | 4761/? [38:15<00:00,  2.07it/s]
Epoch 0: |          | 4762/? [38:16<00:00,  2.07it/s]
Epoch 0: |          | 4762/? [38:16<00:00,  2.07it/s]
Epoch 0: |          | 4763/? [38:16<00:00,  2.07it/s]
Epoch 0: |          | 4763/? [38:16<00:00,  2.07it/s]
Epoch 0: |          | 4764/? [38:16<00:00,  2.07it/s]
Epoch 0: |          | 4764/? [38:16<00:00,  2.07it/s]
Epoch 0: |          | 4765/? [38:17<00:00,  2.07it/s]
Epoch 0: |          | 4765/? [38:17<00:00,  2.07it/s]
Epoch 0: |          | 4766/? [38:17<00:00,  2.07it/s]
Epoch 0: |          | 4766/? [38:17<00:00,  2.07it/s]
Epoch 0: |          | 4767/? [38:18<00:00,  2.07it/s]
Epoch 0: |          | 4767/? [38:18<00:00,  2.07it/s]
Epoch 0: |          | 4768/? [38:18<00:00,  2.07it/s]
Epoch 0: |          | 4768/? [38:18<00:00,  2.07it/s]
Epoch 0: |          | 4769/? [38:18<00:00,  2.07it/s]
Epoch 0: |          | 4769/? [38:18<00:00,  2.07it/s]
Epoch 0: |          | 4770/? [38:19<00:00,  2.07it/s]
Epoch 0: |          | 4770/? [38:19<00:00,  2.07it/s]
Epoch 0: |          | 4771/? [38:19<00:00,  2.07it/s]
Epoch 0: |          | 4771/? [38:19<00:00,  2.07it/s]
Epoch 0: |          | 4772/? [38:19<00:00,  2.07it/s]
Epoch 0: |          | 4772/? [38:19<00:00,  2.07it/s]
Epoch 0: |          | 4773/? [38:20<00:00,  2.07it/s]
Epoch 0: |          | 4773/? [38:20<00:00,  2.07it/s]
Epoch 0: |          | 4774/? [38:20<00:00,  2.07it/s]
Epoch 0: |          | 4774/? [38:20<00:00,  2.07it/s]
Epoch 0: |          | 4775/? [38:21<00:00,  2.08it/s]
Epoch 0: |          | 4775/? [38:21<00:00,  2.08it/s]
Epoch 0: |          | 4776/? [38:21<00:00,  2.08it/s]
Epoch 0: |          | 4776/? [38:21<00:00,  2.08it/s]
Epoch 0: |          | 4777/? [38:21<00:00,  2.08it/s]
Epoch 0: |          | 4777/? [38:21<00:00,  2.08it/s]
Epoch 0: |          | 4778/? [38:22<00:00,  2.08it/s]
Epoch 0: |          | 4778/? [38:22<00:00,  2.08it/s]
Epoch 0: |          | 4779/? [38:22<00:00,  2.08it/s]
Epoch 0: |          | 4779/? [38:22<00:00,  2.08it/s]
Epoch 0: |          | 4780/? [38:23<00:00,  2.08it/s]
Epoch 0: |          | 4780/? [38:23<00:00,  2.08it/s]
Epoch 0: |          | 4781/? [38:23<00:00,  2.08it/s]
Epoch 0: |          | 4781/? [38:23<00:00,  2.08it/s]
Epoch 0: |          | 4782/? [38:23<00:00,  2.08it/s]
Epoch 0: |          | 4782/? [38:23<00:00,  2.08it/s]
Epoch 0: |          | 4783/? [38:24<00:00,  2.08it/s]
Epoch 0: |          | 4783/? [38:24<00:00,  2.08it/s]
Epoch 0: |          | 4784/? [38:24<00:00,  2.08it/s]
Epoch 0: |          | 4784/? [38:24<00:00,  2.08it/s]
Epoch 0: |          | 4785/? [38:24<00:00,  2.08it/s]
Epoch 0: |          | 4785/? [38:24<00:00,  2.08it/s]
Epoch 0: |          | 4786/? [38:25<00:00,  2.08it/s]
Epoch 0: |          | 4786/? [38:25<00:00,  2.08it/s]
Epoch 0: |          | 4787/? [38:25<00:00,  2.08it/s]
Epoch 0: |          | 4787/? [38:25<00:00,  2.08it/s]
Epoch 0: |          | 4788/? [38:26<00:00,  2.08it/s]
Epoch 0: |          | 4788/? [38:26<00:00,  2.08it/s]
Epoch 0: |          | 4789/? [38:26<00:00,  2.08it/s]
Epoch 0: |          | 4789/? [38:26<00:00,  2.08it/s]
Epoch 0: |          | 4790/? [38:26<00:00,  2.08it/s]
Epoch 0: |          | 4790/? [38:26<00:00,  2.08it/s]
Epoch 0: |          | 4791/? [38:27<00:00,  2.08it/s]
Epoch 0: |          | 4791/? [38:27<00:00,  2.08it/s]
Epoch 0: |          | 4792/? [38:27<00:00,  2.08it/s]
Epoch 0: |          | 4792/? [38:27<00:00,  2.08it/s]
Epoch 0: |          | 4793/? [38:27<00:00,  2.08it/s]
Epoch 0: |          | 4793/? [38:27<00:00,  2.08it/s]
Epoch 0: |          | 4794/? [38:28<00:00,  2.08it/s]
Epoch 0: |          | 4794/? [38:28<00:00,  2.08it/s]
Epoch 0: |          | 4795/? [38:28<00:00,  2.08it/s]
Epoch 0: |          | 4795/? [38:28<00:00,  2.08it/s]
Epoch 0: |          | 4796/? [38:29<00:00,  2.08it/s]
Epoch 0: |          | 4796/? [38:29<00:00,  2.08it/s]
Epoch 0: |          | 4797/? [38:29<00:00,  2.08it/s]
Epoch 0: |          | 4797/? [38:29<00:00,  2.08it/s]
Epoch 0: |          | 4798/? [38:29<00:00,  2.08it/s]
Epoch 0: |          | 4798/? [38:29<00:00,  2.08it/s]
Epoch 0: |          | 4799/? [38:30<00:00,  2.08it/s]
Epoch 0: |          | 4799/? [38:30<00:00,  2.08it/s]
Epoch 0: |          | 4800/? [38:30<00:00,  2.08it/s]
Epoch 0: |          | 4800/? [38:30<00:00,  2.08it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.70it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.87it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.94it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.61it/s]

Epoch 0: |          | 4800/? [38:31<00:00,  2.08it/s]
Epoch 0: |          | 4801/? [38:31<00:00,  2.08it/s]
Epoch 0: |          | 4801/? [38:31<00:00,  2.08it/s]
Epoch 0: |          | 4802/? [38:31<00:00,  2.08it/s]
Epoch 0: |          | 4802/? [38:31<00:00,  2.08it/s]
Epoch 0: |          | 4803/? [38:32<00:00,  2.08it/s]
Epoch 0: |          | 4803/? [38:32<00:00,  2.08it/s]
Epoch 0: |          | 4804/? [38:32<00:00,  2.08it/s]
Epoch 0: |          | 4804/? [38:32<00:00,  2.08it/s]
Epoch 0: |          | 4805/? [38:32<00:00,  2.08it/s]
Epoch 0: |          | 4805/? [38:32<00:00,  2.08it/s]
Epoch 0: |          | 4806/? [38:33<00:00,  2.08it/s]
Epoch 0: |          | 4806/? [38:33<00:00,  2.08it/s]
Epoch 0: |          | 4807/? [38:33<00:00,  2.08it/s]
Epoch 0: |          | 4807/? [38:33<00:00,  2.08it/s]
Epoch 0: |          | 4808/? [38:34<00:00,  2.08it/s]
Epoch 0: |          | 4808/? [38:34<00:00,  2.08it/s]
Epoch 0: |          | 4809/? [38:34<00:00,  2.08it/s]
Epoch 0: |          | 4809/? [38:34<00:00,  2.08it/s]
Epoch 0: |          | 4810/? [38:34<00:00,  2.08it/s]
Epoch 0: |          | 4810/? [38:34<00:00,  2.08it/s]
Epoch 0: |          | 4811/? [38:35<00:00,  2.08it/s]
Epoch 0: |          | 4811/? [38:35<00:00,  2.08it/s]
Epoch 0: |          | 4812/? [38:35<00:00,  2.08it/s]
Epoch 0: |          | 4812/? [38:35<00:00,  2.08it/s]
Epoch 0: |          | 4813/? [38:35<00:00,  2.08it/s]
Epoch 0: |          | 4813/? [38:35<00:00,  2.08it/s]
Epoch 0: |          | 4814/? [38:36<00:00,  2.08it/s]
Epoch 0: |          | 4814/? [38:36<00:00,  2.08it/s]
Epoch 0: |          | 4815/? [38:36<00:00,  2.08it/s]
Epoch 0: |          | 4815/? [38:36<00:00,  2.08it/s]
Epoch 0: |          | 4816/? [38:37<00:00,  2.08it/s]
Epoch 0: |          | 4816/? [38:37<00:00,  2.08it/s]
Epoch 0: |          | 4817/? [38:37<00:00,  2.08it/s]
Epoch 0: |          | 4817/? [38:37<00:00,  2.08it/s]
Epoch 0: |          | 4818/? [38:37<00:00,  2.08it/s]
Epoch 0: |          | 4818/? [38:37<00:00,  2.08it/s]
Epoch 0: |          | 4819/? [38:38<00:00,  2.08it/s]
Epoch 0: |          | 4819/? [38:38<00:00,  2.08it/s]
Epoch 0: |          | 4820/? [38:38<00:00,  2.08it/s]
Epoch 0: |          | 4820/? [38:38<00:00,  2.08it/s]
Epoch 0: |          | 4821/? [38:38<00:00,  2.08it/s]
Epoch 0: |          | 4821/? [38:38<00:00,  2.08it/s]
Epoch 0: |          | 4822/? [38:39<00:00,  2.08it/s]
Epoch 0: |          | 4822/? [38:39<00:00,  2.08it/s]
Epoch 0: |          | 4823/? [38:39<00:00,  2.08it/s]
Epoch 0: |          | 4823/? [38:39<00:00,  2.08it/s]
Epoch 0: |          | 4824/? [38:40<00:00,  2.08it/s]
Epoch 0: |          | 4824/? [38:40<00:00,  2.08it/s]
Epoch 0: |          | 4825/? [38:40<00:00,  2.08it/s]
Epoch 0: |          | 4825/? [38:40<00:00,  2.08it/s]
Epoch 0: |          | 4826/? [38:40<00:00,  2.08it/s]
Epoch 0: |          | 4826/? [38:40<00:00,  2.08it/s]
Epoch 0: |          | 4827/? [38:41<00:00,  2.08it/s]
Epoch 0: |          | 4827/? [38:41<00:00,  2.08it/s]
Epoch 0: |          | 4828/? [38:41<00:00,  2.08it/s]
Epoch 0: |          | 4828/? [38:41<00:00,  2.08it/s]
Epoch 0: |          | 4829/? [38:42<00:00,  2.08it/s]
Epoch 0: |          | 4829/? [38:42<00:00,  2.08it/s]
Epoch 0: |          | 4830/? [38:42<00:00,  2.08it/s]
Epoch 0: |          | 4830/? [38:42<00:00,  2.08it/s]
Epoch 0: |          | 4831/? [38:42<00:00,  2.08it/s]
Epoch 0: |          | 4831/? [38:42<00:00,  2.08it/s]
Epoch 0: |          | 4832/? [38:43<00:00,  2.08it/s]
Epoch 0: |          | 4832/? [38:43<00:00,  2.08it/s]
Epoch 0: |          | 4833/? [38:43<00:00,  2.08it/s]
Epoch 0: |          | 4833/? [38:43<00:00,  2.08it/s]
Epoch 0: |          | 4834/? [38:43<00:00,  2.08it/s]
Epoch 0: |          | 4834/? [38:43<00:00,  2.08it/s]
Epoch 0: |          | 4835/? [38:44<00:00,  2.08it/s]
Epoch 0: |          | 4835/? [38:44<00:00,  2.08it/s]
Epoch 0: |          | 4836/? [38:44<00:00,  2.08it/s]
Epoch 0: |          | 4836/? [38:44<00:00,  2.08it/s]
Epoch 0: |          | 4837/? [38:45<00:00,  2.08it/s]
Epoch 0: |          | 4837/? [38:45<00:00,  2.08it/s]
Epoch 0: |          | 4838/? [38:45<00:00,  2.08it/s]
Epoch 0: |          | 4838/? [38:45<00:00,  2.08it/s]
Epoch 0: |          | 4839/? [38:45<00:00,  2.08it/s]
Epoch 0: |          | 4839/? [38:45<00:00,  2.08it/s]
Epoch 0: |          | 4840/? [38:46<00:00,  2.08it/s]
Epoch 0: |          | 4840/? [38:46<00:00,  2.08it/s]
Epoch 0: |          | 4841/? [38:46<00:00,  2.08it/s]
Epoch 0: |          | 4841/? [38:46<00:00,  2.08it/s]
Epoch 0: |          | 4842/? [38:46<00:00,  2.08it/s]
Epoch 0: |          | 4842/? [38:46<00:00,  2.08it/s]
Epoch 0: |          | 4843/? [38:47<00:00,  2.08it/s]
Epoch 0: |          | 4843/? [38:47<00:00,  2.08it/s]
Epoch 0: |          | 4844/? [38:47<00:00,  2.08it/s]
Epoch 0: |          | 4844/? [38:47<00:00,  2.08it/s]
Epoch 0: |          | 4845/? [38:48<00:00,  2.08it/s]
Epoch 0: |          | 4845/? [38:48<00:00,  2.08it/s]
Epoch 0: |          | 4846/? [38:48<00:00,  2.08it/s]
Epoch 0: |          | 4846/? [38:48<00:00,  2.08it/s]
Epoch 0: |          | 4847/? [38:48<00:00,  2.08it/s]
Epoch 0: |          | 4847/? [38:48<00:00,  2.08it/s]
Epoch 0: |          | 4848/? [38:49<00:00,  2.08it/s]
Epoch 0: |          | 4848/? [38:49<00:00,  2.08it/s]
Epoch 0: |          | 4849/? [38:49<00:00,  2.08it/s]
Epoch 0: |          | 4849/? [38:49<00:00,  2.08it/s]
Epoch 0: |          | 4850/? [38:49<00:00,  2.08it/s]
Epoch 0: |          | 4850/? [38:49<00:00,  2.08it/s]
Epoch 0: |          | 4851/? [38:50<00:00,  2.08it/s]
Epoch 0: |          | 4851/? [38:50<00:00,  2.08it/s]
Epoch 0: |          | 4852/? [38:50<00:00,  2.08it/s]
Epoch 0: |          | 4852/? [38:50<00:00,  2.08it/s]
Epoch 0: |          | 4853/? [38:51<00:00,  2.08it/s]
Epoch 0: |          | 4853/? [38:51<00:00,  2.08it/s]
Epoch 0: |          | 4854/? [38:51<00:00,  2.08it/s]
Epoch 0: |          | 4854/? [38:51<00:00,  2.08it/s]
Epoch 0: |          | 4855/? [38:51<00:00,  2.08it/s]
Epoch 0: |          | 4855/? [38:51<00:00,  2.08it/s]
Epoch 0: |          | 4856/? [38:52<00:00,  2.08it/s]
Epoch 0: |          | 4856/? [38:52<00:00,  2.08it/s]
Epoch 0: |          | 4857/? [38:52<00:00,  2.08it/s]
Epoch 0: |          | 4857/? [38:52<00:00,  2.08it/s]
Epoch 0: |          | 4858/? [38:52<00:00,  2.08it/s]
Epoch 0: |          | 4858/? [38:52<00:00,  2.08it/s]
Epoch 0: |          | 4859/? [38:53<00:00,  2.08it/s]
Epoch 0: |          | 4859/? [38:53<00:00,  2.08it/s]
Epoch 0: |          | 4860/? [38:53<00:00,  2.08it/s]
Epoch 0: |          | 4860/? [38:53<00:00,  2.08it/s]
Epoch 0: |          | 4861/? [38:54<00:00,  2.08it/s]
Epoch 0: |          | 4861/? [38:54<00:00,  2.08it/s]
Epoch 0: |          | 4862/? [38:54<00:00,  2.08it/s]
Epoch 0: |          | 4862/? [38:54<00:00,  2.08it/s]
Epoch 0: |          | 4863/? [38:54<00:00,  2.08it/s]
Epoch 0: |          | 4863/? [38:54<00:00,  2.08it/s]
Epoch 0: |          | 4864/? [38:55<00:00,  2.08it/s]
Epoch 0: |          | 4864/? [38:55<00:00,  2.08it/s]
Epoch 0: |          | 4865/? [38:55<00:00,  2.08it/s]
Epoch 0: |          | 4865/? [38:55<00:00,  2.08it/s]
Epoch 0: |          | 4866/? [38:55<00:00,  2.08it/s]
Epoch 0: |          | 4866/? [38:55<00:00,  2.08it/s]
Epoch 0: |          | 4867/? [38:56<00:00,  2.08it/s]
Epoch 0: |          | 4867/? [38:56<00:00,  2.08it/s]
Epoch 0: |          | 4868/? [38:56<00:00,  2.08it/s]
Epoch 0: |          | 4868/? [38:56<00:00,  2.08it/s]
Epoch 0: |          | 4869/? [38:57<00:00,  2.08it/s]
Epoch 0: |          | 4869/? [38:57<00:00,  2.08it/s]
Epoch 0: |          | 4870/? [38:57<00:00,  2.08it/s]
Epoch 0: |          | 4870/? [38:57<00:00,  2.08it/s]
Epoch 0: |          | 4871/? [38:57<00:00,  2.08it/s]
Epoch 0: |          | 4871/? [38:57<00:00,  2.08it/s]
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Epoch 0: |          | 4900/? [39:08<00:00,  2.09it/s]
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Epoch 0: |          | 4901/? [39:09<00:00,  2.09it/s]
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Epoch 0: |          | 4902/? [39:09<00:00,  2.09it/s]
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Epoch 0: |          | 4903/? [39:09<00:00,  2.09it/s]
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Epoch 0: |          | 4904/? [39:10<00:00,  2.09it/s]
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Epoch 0: |          | 4905/? [39:10<00:00,  2.09it/s]
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Epoch 0: |          | 4906/? [39:11<00:00,  2.09it/s]
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Epoch 0: |          | 4907/? [39:11<00:00,  2.09it/s]
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Epoch 0: |          | 4908/? [39:11<00:00,  2.09it/s]
Epoch 0: |          | 4908/? [39:11<00:00,  2.09it/s]
Epoch 0: |          | 4909/? [39:12<00:00,  2.09it/s]
Epoch 0: |          | 4909/? [39:12<00:00,  2.09it/s]
Epoch 0: |          | 4910/? [39:12<00:00,  2.09it/s]
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Epoch 0: |          | 4911/? [39:12<00:00,  2.09it/s]
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Epoch 0: |          | 4912/? [39:13<00:00,  2.09it/s]
Epoch 0: |          | 4912/? [39:13<00:00,  2.09it/s]
Epoch 0: |          | 4913/? [39:13<00:00,  2.09it/s]
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Epoch 0: |          | 4914/? [39:14<00:00,  2.09it/s]
Epoch 0: |          | 4914/? [39:14<00:00,  2.09it/s]
Epoch 0: |          | 4915/? [39:14<00:00,  2.09it/s]
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Epoch 0: |          | 4916/? [39:14<00:00,  2.09it/s]
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Epoch 0: |          | 4917/? [39:15<00:00,  2.09it/s]
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Epoch 0: |          | 4918/? [39:15<00:00,  2.09it/s]
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Epoch 0: |          | 4919/? [39:16<00:00,  2.09it/s]
Epoch 0: |          | 4919/? [39:16<00:00,  2.09it/s]
Epoch 0: |          | 4920/? [39:16<00:00,  2.09it/s]
Epoch 0: |          | 4920/? [39:16<00:00,  2.09it/s]
Epoch 0: |          | 4921/? [39:16<00:00,  2.09it/s]
Epoch 0: |          | 4921/? [39:16<00:00,  2.09it/s]
Epoch 0: |          | 4922/? [39:17<00:00,  2.09it/s]
Epoch 0: |          | 4922/? [39:17<00:00,  2.09it/s]
Epoch 0: |          | 4923/? [39:17<00:00,  2.09it/s]
Epoch 0: |          | 4923/? [39:17<00:00,  2.09it/s]
Epoch 0: |          | 4924/? [39:17<00:00,  2.09it/s]
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Epoch 0: |          | 4925/? [39:18<00:00,  2.09it/s]
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Epoch 0: |          | 4926/? [39:18<00:00,  2.09it/s]
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Epoch 0: |          | 4927/? [39:19<00:00,  2.09it/s]
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Epoch 0: |          | 4928/? [39:19<00:00,  2.09it/s]
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Epoch 0: |          | 4929/? [39:19<00:00,  2.09it/s]
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Epoch 0: |          | 4930/? [39:20<00:00,  2.09it/s]
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Epoch 0: |          | 4931/? [39:20<00:00,  2.09it/s]
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Epoch 0: |          | 4932/? [39:20<00:00,  2.09it/s]
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Epoch 0: |          | 4933/? [39:21<00:00,  2.09it/s]
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Epoch 0: |          | 4934/? [39:21<00:00,  2.09it/s]
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Epoch 0: |          | 4935/? [39:22<00:00,  2.09it/s]
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Epoch 0: |          | 4936/? [39:22<00:00,  2.09it/s]
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Epoch 0: |          | 4937/? [39:22<00:00,  2.09it/s]
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Epoch 0: |          | 4938/? [39:23<00:00,  2.09it/s]
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Epoch 0: |          | 4939/? [39:23<00:00,  2.09it/s]
Epoch 0: |          | 4939/? [39:23<00:00,  2.09it/s]
Epoch 0: |          | 4940/? [39:23<00:00,  2.09it/s]
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Epoch 0: |          | 4941/? [39:24<00:00,  2.09it/s]
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Epoch 0: |          | 4942/? [39:24<00:00,  2.09it/s]
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Epoch 0: |          | 4943/? [39:25<00:00,  2.09it/s]
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Epoch 0: |          | 4944/? [39:25<00:00,  2.09it/s]
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Epoch 0: |          | 4946/? [39:26<00:00,  2.09it/s]
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Epoch 0: |          | 4947/? [39:26<00:00,  2.09it/s]
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Epoch 0: |          | 4948/? [39:26<00:00,  2.09it/s]
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Epoch 0: |          | 4949/? [39:27<00:00,  2.09it/s]
Epoch 0: |          | 4949/? [39:27<00:00,  2.09it/s]
Epoch 0: |          | 4950/? [39:27<00:00,  2.09it/s]
Epoch 0: |          | 4950/? [39:27<00:00,  2.09it/s]
Epoch 0: |          | 4951/? [39:28<00:00,  2.09it/s]
Epoch 0: |          | 4951/? [39:28<00:00,  2.09it/s]
Epoch 0: |          | 4952/? [39:28<00:00,  2.09it/s]
Epoch 0: |          | 4952/? [39:28<00:00,  2.09it/s]
Epoch 0: |          | 4953/? [39:28<00:00,  2.09it/s]
Epoch 0: |          | 4953/? [39:28<00:00,  2.09it/s]
Epoch 0: |          | 4954/? [39:29<00:00,  2.09it/s]
Epoch 0: |          | 4954/? [39:29<00:00,  2.09it/s]
Epoch 0: |          | 4955/? [39:29<00:00,  2.09it/s]
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Epoch 0: |          | 4956/? [39:30<00:00,  2.09it/s]
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Epoch 0: |          | 4957/? [39:30<00:00,  2.09it/s]
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Epoch 0: |          | 4958/? [39:30<00:00,  2.09it/s]
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Epoch 0: |          | 4959/? [39:31<00:00,  2.09it/s]
Epoch 0: |          | 4959/? [39:31<00:00,  2.09it/s]
Epoch 0: |          | 4960/? [39:31<00:00,  2.09it/s]
Epoch 0: |          | 4960/? [39:31<00:00,  2.09it/s]
Epoch 0: |          | 4961/? [39:31<00:00,  2.09it/s]
Epoch 0: |          | 4961/? [39:31<00:00,  2.09it/s]
Epoch 0: |          | 4962/? [39:32<00:00,  2.09it/s]
Epoch 0: |          | 4962/? [39:32<00:00,  2.09it/s]
Epoch 0: |          | 4963/? [39:32<00:00,  2.09it/s]
Epoch 0: |          | 4963/? [39:32<00:00,  2.09it/s]
Epoch 0: |          | 4964/? [39:33<00:00,  2.09it/s]
Epoch 0: |          | 4964/? [39:33<00:00,  2.09it/s]
Epoch 0: |          | 4965/? [39:33<00:00,  2.09it/s]
Epoch 0: |          | 4965/? [39:33<00:00,  2.09it/s]
Epoch 0: |          | 4966/? [39:33<00:00,  2.09it/s]
Epoch 0: |          | 4966/? [39:33<00:00,  2.09it/s]
Epoch 0: |          | 4967/? [39:34<00:00,  2.09it/s]
Epoch 0: |          | 4967/? [39:34<00:00,  2.09it/s]
Epoch 0: |          | 4968/? [39:34<00:00,  2.09it/s]
Epoch 0: |          | 4968/? [39:34<00:00,  2.09it/s]
Epoch 0: |          | 4969/? [39:34<00:00,  2.09it/s]
Epoch 0: |          | 4969/? [39:34<00:00,  2.09it/s]
Epoch 0: |          | 4970/? [39:35<00:00,  2.09it/s]
Epoch 0: |          | 4970/? [39:35<00:00,  2.09it/s]
Epoch 0: |          | 4971/? [39:35<00:00,  2.09it/s]
Epoch 0: |          | 4971/? [39:35<00:00,  2.09it/s]
Epoch 0: |          | 4972/? [39:36<00:00,  2.09it/s]
Epoch 0: |          | 4972/? [39:36<00:00,  2.09it/s]
Epoch 0: |          | 4973/? [39:36<00:00,  2.09it/s]
Epoch 0: |          | 4973/? [39:36<00:00,  2.09it/s]
Epoch 0: |          | 4974/? [39:36<00:00,  2.09it/s]
Epoch 0: |          | 4974/? [39:36<00:00,  2.09it/s]
Epoch 0: |          | 4975/? [39:37<00:00,  2.09it/s]
Epoch 0: |          | 4975/? [39:37<00:00,  2.09it/s]
Epoch 0: |          | 4976/? [39:37<00:00,  2.09it/s]
Epoch 0: |          | 4976/? [39:37<00:00,  2.09it/s]
Epoch 0: |          | 4977/? [39:37<00:00,  2.09it/s]
Epoch 0: |          | 4977/? [39:37<00:00,  2.09it/s]
Epoch 0: |          | 4978/? [39:38<00:00,  2.09it/s]
Epoch 0: |          | 4978/? [39:38<00:00,  2.09it/s]
Epoch 0: |          | 4979/? [39:38<00:00,  2.09it/s]
Epoch 0: |          | 4979/? [39:38<00:00,  2.09it/s]
Epoch 0: |          | 4980/? [39:39<00:00,  2.09it/s]
Epoch 0: |          | 4980/? [39:39<00:00,  2.09it/s]
Epoch 0: |          | 4981/? [39:39<00:00,  2.09it/s]
Epoch 0: |          | 4981/? [39:39<00:00,  2.09it/s]
Epoch 0: |          | 4982/? [39:39<00:00,  2.09it/s]
Epoch 0: |          | 4982/? [39:39<00:00,  2.09it/s]
Epoch 0: |          | 4983/? [39:40<00:00,  2.09it/s]
Epoch 0: |          | 4983/? [39:40<00:00,  2.09it/s]
Epoch 0: |          | 4984/? [39:40<00:00,  2.09it/s]
Epoch 0: |          | 4984/? [39:40<00:00,  2.09it/s]
Epoch 0: |          | 4985/? [39:40<00:00,  2.09it/s]
Epoch 0: |          | 4985/? [39:40<00:00,  2.09it/s]
Epoch 0: |          | 4986/? [39:41<00:00,  2.09it/s]
Epoch 0: |          | 4986/? [39:41<00:00,  2.09it/s]
Epoch 0: |          | 4987/? [39:41<00:00,  2.09it/s]
Epoch 0: |          | 4987/? [39:41<00:00,  2.09it/s]
Epoch 0: |          | 4988/? [39:42<00:00,  2.09it/s]
Epoch 0: |          | 4988/? [39:42<00:00,  2.09it/s]
Epoch 0: |          | 4989/? [39:42<00:00,  2.09it/s]
Epoch 0: |          | 4989/? [39:42<00:00,  2.09it/s]
Epoch 0: |          | 4990/? [39:42<00:00,  2.09it/s]
Epoch 0: |          | 4990/? [39:42<00:00,  2.09it/s]
Epoch 0: |          | 4991/? [39:43<00:00,  2.09it/s]
Epoch 0: |          | 4991/? [39:43<00:00,  2.09it/s]
Epoch 0: |          | 4992/? [39:43<00:00,  2.09it/s]
Epoch 0: |          | 4992/? [39:43<00:00,  2.09it/s]
Epoch 0: |          | 4993/? [39:43<00:00,  2.09it/s]
Epoch 0: |          | 4993/? [39:43<00:00,  2.09it/s]
Epoch 0: |          | 4994/? [39:44<00:00,  2.09it/s]
Epoch 0: |          | 4994/? [39:44<00:00,  2.09it/s]
Epoch 0: |          | 4995/? [39:44<00:00,  2.09it/s]
Epoch 0: |          | 4995/? [39:44<00:00,  2.09it/s]
Epoch 0: |          | 4996/? [39:45<00:00,  2.09it/s]
Epoch 0: |          | 4996/? [39:45<00:00,  2.09it/s]
Epoch 0: |          | 4997/? [39:45<00:00,  2.09it/s]
Epoch 0: |          | 4997/? [39:45<00:00,  2.09it/s]
Epoch 0: |          | 4998/? [39:45<00:00,  2.09it/s]
Epoch 0: |          | 4998/? [39:45<00:00,  2.09it/s]
Epoch 0: |          | 4999/? [39:46<00:00,  2.09it/s]
Epoch 0: |          | 4999/? [39:46<00:00,  2.09it/s]
Epoch 0: |          | 5000/? [39:46<00:00,  2.10it/s]
Epoch 0: |          | 5000/? [39:46<00:00,  2.10it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.41it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 11.06it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.90it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.61it/s]

Epoch 0: |          | 5000/? [39:47<00:00,  2.09it/s]
Epoch 0: |          | 5001/? [39:47<00:00,  2.09it/s]
Epoch 0: |          | 5001/? [39:47<00:00,  2.09it/s]
Epoch 0: |          | 5002/? [39:47<00:00,  2.09it/s]
Epoch 0: |          | 5002/? [39:47<00:00,  2.09it/s]
Epoch 0: |          | 5003/? [39:48<00:00,  2.09it/s]
Epoch 0: |          | 5003/? [39:48<00:00,  2.09it/s]
Epoch 0: |          | 5004/? [39:48<00:00,  2.10it/s]
Epoch 0: |          | 5004/? [39:48<00:00,  2.10it/s]
Epoch 0: |          | 5005/? [39:48<00:00,  2.10it/s]
Epoch 0: |          | 5005/? [39:48<00:00,  2.10it/s]
Epoch 0: |          | 5006/? [39:49<00:00,  2.10it/s]
Epoch 0: |          | 5006/? [39:49<00:00,  2.10it/s]
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Epoch 0: |          | 5159/? [40:36<00:00,  2.12it/s]
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Epoch 0: |          | 5163/? [40:37<00:00,  2.12it/s]
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Epoch 0: |          | 5166/? [40:38<00:00,  2.12it/s]
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Epoch 0: |          | 5167/? [40:38<00:00,  2.12it/s]
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Epoch 0: |          | 5168/? [40:38<00:00,  2.12it/s]
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Epoch 0: |          | 5169/? [40:39<00:00,  2.12it/s]
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Epoch 0: |          | 5170/? [40:39<00:00,  2.12it/s]
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Epoch 0: |          | 5171/? [40:39<00:00,  2.12it/s]
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Epoch 0: |          | 5172/? [40:39<00:00,  2.12it/s]
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Epoch 0: |          | 5173/? [40:40<00:00,  2.12it/s]
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Epoch 0: |          | 5174/? [40:40<00:00,  2.12it/s]
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Epoch 0: |          | 5175/? [40:40<00:00,  2.12it/s]
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Epoch 0: |          | 5176/? [40:41<00:00,  2.12it/s]
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Epoch 0: |          | 5177/? [40:41<00:00,  2.12it/s]
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Epoch 0: |          | 5178/? [40:41<00:00,  2.12it/s]
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Epoch 0: |          | 5179/? [40:42<00:00,  2.12it/s]
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Epoch 0: |          | 5180/? [40:42<00:00,  2.12it/s]
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Epoch 0: |          | 5181/? [40:42<00:00,  2.12it/s]
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Epoch 0: |          | 5182/? [40:42<00:00,  2.12it/s]
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Epoch 0: |          | 5183/? [40:43<00:00,  2.12it/s]
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Epoch 0: |          | 5187/? [40:44<00:00,  2.12it/s]
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Epoch 0: |          | 5188/? [40:44<00:00,  2.12it/s]
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Epoch 0: |          | 5190/? [40:45<00:00,  2.12it/s]
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Epoch 0: |          | 5191/? [40:45<00:00,  2.12it/s]
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Epoch 0: |          | 5192/? [40:45<00:00,  2.12it/s]
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Epoch 0: |          | 5193/? [40:46<00:00,  2.12it/s]
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Epoch 0: |          | 5195/? [40:46<00:00,  2.12it/s]
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Epoch 0: |          | 5198/? [40:47<00:00,  2.12it/s]
Epoch 0: |          | 5198/? [40:47<00:00,  2.12it/s]
Epoch 0: |          | 5199/? [40:48<00:00,  2.12it/s]
Epoch 0: |          | 5199/? [40:48<00:00,  2.12it/s]
Epoch 0: |          | 5200/? [40:48<00:00,  2.12it/s]
Epoch 0: |          | 5200/? [40:48<00:00,  2.12it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.01it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.51it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.33it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 11.89it/s]

Epoch 0: |          | 5200/? [40:48<00:00,  2.12it/s]
Epoch 0: |          | 5201/? [40:49<00:00,  2.12it/s]
Epoch 0: |          | 5201/? [40:49<00:00,  2.12it/s]
Epoch 0: |          | 5202/? [40:49<00:00,  2.12it/s]
Epoch 0: |          | 5202/? [40:49<00:00,  2.12it/s]
Epoch 0: |          | 5203/? [40:49<00:00,  2.12it/s]
Epoch 0: |          | 5203/? [40:49<00:00,  2.12it/s]
Epoch 0: |          | 5204/? [40:49<00:00,  2.12it/s]
Epoch 0: |          | 5204/? [40:49<00:00,  2.12it/s]
Epoch 0: |          | 5205/? [40:50<00:00,  2.12it/s]
Epoch 0: |          | 5205/? [40:50<00:00,  2.12it/s]
Epoch 0: |          | 5206/? [40:50<00:00,  2.12it/s]
Epoch 0: |          | 5206/? [40:50<00:00,  2.12it/s]
Epoch 0: |          | 5207/? [40:50<00:00,  2.12it/s]
Epoch 0: |          | 5207/? [40:50<00:00,  2.12it/s]
Epoch 0: |          | 5208/? [40:51<00:00,  2.12it/s]
Epoch 0: |          | 5208/? [40:51<00:00,  2.12it/s]
Epoch 0: |          | 5209/? [40:51<00:00,  2.12it/s]
Epoch 0: |          | 5209/? [40:51<00:00,  2.12it/s]
Epoch 0: |          | 5210/? [40:51<00:00,  2.13it/s]
Epoch 0: |          | 5210/? [40:51<00:00,  2.13it/s]
Epoch 0: |          | 5211/? [40:52<00:00,  2.13it/s]
Epoch 0: |          | 5211/? [40:52<00:00,  2.13it/s]
Epoch 0: |          | 5212/? [40:52<00:00,  2.13it/s]
Epoch 0: |          | 5212/? [40:52<00:00,  2.13it/s]
Epoch 0: |          | 5213/? [40:52<00:00,  2.13it/s]
Epoch 0: |          | 5213/? [40:52<00:00,  2.13it/s]
Epoch 0: |          | 5214/? [40:52<00:00,  2.13it/s]
Epoch 0: |          | 5214/? [40:52<00:00,  2.13it/s]
Epoch 0: |          | 5215/? [40:53<00:00,  2.13it/s]
Epoch 0: |          | 5215/? [40:53<00:00,  2.13it/s]
Epoch 0: |          | 5216/? [40:53<00:00,  2.13it/s]
Epoch 0: |          | 5216/? [40:53<00:00,  2.13it/s]
Epoch 0: |          | 5217/? [40:53<00:00,  2.13it/s]
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Epoch 0: |          | 5218/? [40:54<00:00,  2.13it/s]
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Epoch 0: |          | 5219/? [40:54<00:00,  2.13it/s]
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Epoch 0: |          | 5220/? [40:54<00:00,  2.13it/s]
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Epoch 0: |          | 5221/? [40:55<00:00,  2.13it/s]
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Epoch 0: |          | 5222/? [40:55<00:00,  2.13it/s]
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Epoch 0: |          | 5223/? [40:55<00:00,  2.13it/s]
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Epoch 0: |          | 5224/? [40:55<00:00,  2.13it/s]
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Epoch 0: |          | 5225/? [40:56<00:00,  2.13it/s]
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Epoch 0: |          | 5226/? [40:56<00:00,  2.13it/s]
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Epoch 0: |          | 5227/? [40:56<00:00,  2.13it/s]
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Epoch 0: |          | 5228/? [40:57<00:00,  2.13it/s]
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Epoch 0: |          | 5229/? [40:57<00:00,  2.13it/s]
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Epoch 0: |          | 5230/? [40:57<00:00,  2.13it/s]
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Epoch 0: |          | 5231/? [40:58<00:00,  2.13it/s]
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Epoch 0: |          | 5232/? [40:58<00:00,  2.13it/s]
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Epoch 0: |          | 5233/? [40:58<00:00,  2.13it/s]
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Epoch 0: |          | 5234/? [40:58<00:00,  2.13it/s]
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Epoch 0: |          | 5235/? [40:59<00:00,  2.13it/s]
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Epoch 0: |          | 5241/? [41:01<00:00,  2.13it/s]
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Epoch 0: |          | 5249/? [41:03<00:00,  2.13it/s]
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Epoch 0: |          | 5250/? [41:03<00:00,  2.13it/s]
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Epoch 0: |          | 5251/? [41:04<00:00,  2.13it/s]
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Epoch 0: |          | 5252/? [41:04<00:00,  2.13it/s]
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Epoch 0: |          | 5253/? [41:04<00:00,  2.13it/s]
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Epoch 0: |          | 5254/? [41:04<00:00,  2.13it/s]
Epoch 0: |          | 5254/? [41:04<00:00,  2.13it/s]
Epoch 0: |          | 5255/? [41:05<00:00,  2.13it/s]
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Epoch 0: |          | 5260/? [41:06<00:00,  2.13it/s]
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Epoch 0: |          | 5261/? [41:07<00:00,  2.13it/s]
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Epoch 0: |          | 5262/? [41:07<00:00,  2.13it/s]
Epoch 0: |          | 5262/? [41:07<00:00,  2.13it/s]
Epoch 0: |          | 5263/? [41:07<00:00,  2.13it/s]
Epoch 0: |          | 5263/? [41:07<00:00,  2.13it/s]
Epoch 0: |          | 5264/? [41:07<00:00,  2.13it/s]
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Epoch 0: |          | 5265/? [41:08<00:00,  2.13it/s]
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Epoch 0: |          | 5266/? [41:08<00:00,  2.13it/s]
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Epoch 0: |          | 5268/? [41:09<00:00,  2.13it/s]
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Epoch 0: |          | 5269/? [41:09<00:00,  2.13it/s]
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Epoch 0: |          | 5270/? [41:09<00:00,  2.13it/s]
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Epoch 0: |          | 5271/? [41:09<00:00,  2.13it/s]
Epoch 0: |          | 5271/? [41:09<00:00,  2.13it/s]
Epoch 0: |          | 5272/? [41:10<00:00,  2.13it/s]
Epoch 0: |          | 5272/? [41:10<00:00,  2.13it/s]
Epoch 0: |          | 5273/? [41:10<00:00,  2.13it/s]
Epoch 0: |          | 5273/? [41:10<00:00,  2.13it/s]
Epoch 0: |          | 5274/? [41:10<00:00,  2.13it/s]
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Epoch 0: |          | 5275/? [41:11<00:00,  2.13it/s]
Epoch 0: |          | 5275/? [41:11<00:00,  2.13it/s]
Epoch 0: |          | 5276/? [41:11<00:00,  2.13it/s]
Epoch 0: |          | 5276/? [41:11<00:00,  2.13it/s]
Epoch 0: |          | 5277/? [41:11<00:00,  2.13it/s]
Epoch 0: |          | 5277/? [41:11<00:00,  2.13it/s]
Epoch 0: |          | 5278/? [41:12<00:00,  2.14it/s]
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Epoch 0: |          | 5279/? [41:12<00:00,  2.14it/s]
Epoch 0: |          | 5279/? [41:12<00:00,  2.14it/s]
Epoch 0: |          | 5280/? [41:12<00:00,  2.14it/s]
Epoch 0: |          | 5280/? [41:12<00:00,  2.14it/s]
Epoch 0: |          | 5281/? [41:13<00:00,  2.14it/s]
Epoch 0: |          | 5281/? [41:13<00:00,  2.14it/s]
Epoch 0: |          | 5282/? [41:13<00:00,  2.14it/s]
Epoch 0: |          | 5282/? [41:13<00:00,  2.14it/s]
Epoch 0: |          | 5283/? [41:13<00:00,  2.14it/s]
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Epoch 0: |          | 5312/? [41:22<00:00,  2.14it/s]
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Epoch 0: |          | 5313/? [41:22<00:00,  2.14it/s]
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Epoch 0: |          | 5315/? [41:23<00:00,  2.14it/s]
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Epoch 0: |          | 5328/? [41:27<00:00,  2.14it/s]
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Epoch 0: |          | 5332/? [41:28<00:00,  2.14it/s]
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Epoch 0: |          | 5352/? [41:34<00:00,  2.15it/s]
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Epoch 0: |          | 5381/? [41:42<00:00,  2.15it/s]
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Epoch 0: |          | 5399/? [41:48<00:00,  2.15it/s]
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Epoch 0: |          | 5400/? [41:48<00:00,  2.15it/s]
Epoch 0: |          | 5400/? [41:48<00:00,  2.15it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.62it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 11.35it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 11.82it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 11.66it/s]

Epoch 0: |          | 5400/? [41:49<00:00,  2.15it/s]
Epoch 0: |          | 5401/? [41:49<00:00,  2.15it/s]
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Epoch 0: |          | 5406/? [41:50<00:00,  2.15it/s]
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Epoch 0: |          | 5408/? [41:51<00:00,  2.15it/s]
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Epoch 0: |          | 5409/? [41:51<00:00,  2.15it/s]
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Epoch 0: |          | 5410/? [41:52<00:00,  2.15it/s]
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Epoch 0: |          | 5411/? [41:52<00:00,  2.15it/s]
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Epoch 0: |          | 5412/? [41:52<00:00,  2.15it/s]
Epoch 0: |          | 5412/? [41:52<00:00,  2.15it/s]
Epoch 0: |          | 5413/? [41:52<00:00,  2.15it/s]
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Epoch 0: |          | 5414/? [41:53<00:00,  2.15it/s]
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Epoch 0: |          | 5415/? [41:53<00:00,  2.15it/s]
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Epoch 0: |          | 5416/? [41:53<00:00,  2.15it/s]
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Epoch 0: |          | 5419/? [41:54<00:00,  2.15it/s]
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Epoch 0: |          | 5451/? [42:03<00:00,  2.16it/s]
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Epoch 0: |          | 5452/? [42:04<00:00,  2.16it/s]
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Epoch 0: |          | 5453/? [42:04<00:00,  2.16it/s]
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Epoch 0: |          | 5454/? [42:04<00:00,  2.16it/s]
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Epoch 0: |          | 5456/? [42:05<00:00,  2.16it/s]
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Epoch 0: |          | 5457/? [42:05<00:00,  2.16it/s]
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Epoch 0: |          | 5458/? [42:05<00:00,  2.16it/s]
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Epoch 0: |          | 5459/? [42:06<00:00,  2.16it/s]
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Epoch 0: |          | 5460/? [42:06<00:00,  2.16it/s]
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Epoch 0: |          | 5461/? [42:06<00:00,  2.16it/s]
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Epoch 0: |          | 5462/? [42:07<00:00,  2.16it/s]
Epoch 0: |          | 5462/? [42:07<00:00,  2.16it/s]
Epoch 0: |          | 5463/? [42:07<00:00,  2.16it/s]
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Epoch 0: |          | 5464/? [42:07<00:00,  2.16it/s]
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Epoch 0: |          | 5465/? [42:08<00:00,  2.16it/s]
Epoch 0: |          | 5465/? [42:08<00:00,  2.16it/s]
Epoch 0: |          | 5466/? [42:08<00:00,  2.16it/s]
Epoch 0: |          | 5466/? [42:08<00:00,  2.16it/s]
Epoch 0: |          | 5467/? [42:08<00:00,  2.16it/s]
Epoch 0: |          | 5467/? [42:08<00:00,  2.16it/s]
Epoch 0: |          | 5468/? [42:08<00:00,  2.16it/s]
Epoch 0: |          | 5468/? [42:08<00:00,  2.16it/s]
Epoch 0: |          | 5469/? [42:09<00:00,  2.16it/s]
Epoch 0: |          | 5469/? [42:09<00:00,  2.16it/s]
Epoch 0: |          | 5470/? [42:09<00:00,  2.16it/s]
Epoch 0: |          | 5470/? [42:09<00:00,  2.16it/s]
Epoch 0: |          | 5471/? [42:09<00:00,  2.16it/s]
Epoch 0: |          | 5471/? [42:09<00:00,  2.16it/s]
Epoch 0: |          | 5472/? [42:10<00:00,  2.16it/s]
Epoch 0: |          | 5472/? [42:10<00:00,  2.16it/s]
Epoch 0: |          | 5473/? [42:10<00:00,  2.16it/s]
Epoch 0: |          | 5473/? [42:10<00:00,  2.16it/s]
Epoch 0: |          | 5474/? [42:10<00:00,  2.16it/s]
Epoch 0: |          | 5474/? [42:10<00:00,  2.16it/s]
Epoch 0: |          | 5475/? [42:11<00:00,  2.16it/s]
Epoch 0: |          | 5475/? [42:11<00:00,  2.16it/s]
Epoch 0: |          | 5476/? [42:11<00:00,  2.16it/s]
Epoch 0: |          | 5476/? [42:11<00:00,  2.16it/s]
Epoch 0: |          | 5477/? [42:11<00:00,  2.16it/s]
Epoch 0: |          | 5477/? [42:11<00:00,  2.16it/s]
Epoch 0: |          | 5478/? [42:11<00:00,  2.16it/s]
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Epoch 0: |          | 5479/? [42:12<00:00,  2.16it/s]
Epoch 0: |          | 5479/? [42:12<00:00,  2.16it/s]
Epoch 0: |          | 5480/? [42:12<00:00,  2.16it/s]
Epoch 0: |          | 5480/? [42:12<00:00,  2.16it/s]
Epoch 0: |          | 5481/? [42:12<00:00,  2.16it/s]
Epoch 0: |          | 5481/? [42:12<00:00,  2.16it/s]
Epoch 0: |          | 5482/? [42:13<00:00,  2.16it/s]
Epoch 0: |          | 5482/? [42:13<00:00,  2.16it/s]
Epoch 0: |          | 5483/? [42:13<00:00,  2.16it/s]
Epoch 0: |          | 5483/? [42:13<00:00,  2.16it/s]
Epoch 0: |          | 5484/? [42:13<00:00,  2.16it/s]
Epoch 0: |          | 5484/? [42:13<00:00,  2.16it/s]
Epoch 0: |          | 5485/? [42:14<00:00,  2.16it/s]
Epoch 0: |          | 5485/? [42:14<00:00,  2.16it/s]
Epoch 0: |          | 5486/? [42:14<00:00,  2.16it/s]
Epoch 0: |          | 5486/? [42:14<00:00,  2.16it/s]
Epoch 0: |          | 5487/? [42:14<00:00,  2.16it/s]
Epoch 0: |          | 5487/? [42:14<00:00,  2.16it/s]
Epoch 0: |          | 5488/? [42:14<00:00,  2.16it/s]
Epoch 0: |          | 5488/? [42:14<00:00,  2.16it/s]
Epoch 0: |          | 5489/? [42:15<00:00,  2.17it/s]
Epoch 0: |          | 5489/? [42:15<00:00,  2.17it/s]
Epoch 0: |          | 5490/? [42:15<00:00,  2.17it/s]
Epoch 0: |          | 5490/? [42:15<00:00,  2.17it/s]
Epoch 0: |          | 5491/? [42:15<00:00,  2.17it/s]
Epoch 0: |          | 5491/? [42:15<00:00,  2.17it/s]
Epoch 0: |          | 5492/? [42:16<00:00,  2.17it/s]
Epoch 0: |          | 5492/? [42:16<00:00,  2.17it/s]
Epoch 0: |          | 5493/? [42:16<00:00,  2.17it/s]
Epoch 0: |          | 5493/? [42:16<00:00,  2.17it/s]
Epoch 0: |          | 5494/? [42:16<00:00,  2.17it/s]
Epoch 0: |          | 5494/? [42:16<00:00,  2.17it/s]
Epoch 0: |          | 5495/? [42:16<00:00,  2.17it/s]
Epoch 0: |          | 5495/? [42:16<00:00,  2.17it/s]
Epoch 0: |          | 5496/? [42:17<00:00,  2.17it/s]
Epoch 0: |          | 5496/? [42:17<00:00,  2.17it/s]
Epoch 0: |          | 5497/? [42:17<00:00,  2.17it/s]
Epoch 0: |          | 5497/? [42:17<00:00,  2.17it/s]
Epoch 0: |          | 5498/? [42:17<00:00,  2.17it/s]
Epoch 0: |          | 5498/? [42:17<00:00,  2.17it/s]
Epoch 0: |          | 5499/? [42:18<00:00,  2.17it/s]
Epoch 0: |          | 5499/? [42:18<00:00,  2.17it/s]
Epoch 0: |          | 5500/? [42:18<00:00,  2.17it/s]
Epoch 0: |          | 5500/? [42:18<00:00,  2.17it/s]
Epoch 0: |          | 5501/? [42:18<00:00,  2.17it/s]
Epoch 0: |          | 5501/? [42:18<00:00,  2.17it/s]
Epoch 0: |          | 5502/? [42:19<00:00,  2.17it/s]
Epoch 0: |          | 5502/? [42:19<00:00,  2.17it/s]
Epoch 0: |          | 5503/? [42:19<00:00,  2.17it/s]
Epoch 0: |          | 5503/? [42:19<00:00,  2.17it/s]
Epoch 0: |          | 5504/? [42:19<00:00,  2.17it/s]
Epoch 0: |          | 5504/? [42:19<00:00,  2.17it/s]
Epoch 0: |          | 5505/? [42:19<00:00,  2.17it/s]
Epoch 0: |          | 5505/? [42:19<00:00,  2.17it/s]
Epoch 0: |          | 5506/? [42:20<00:00,  2.17it/s]
Epoch 0: |          | 5506/? [42:20<00:00,  2.17it/s]
Epoch 0: |          | 5507/? [42:20<00:00,  2.17it/s]
Epoch 0: |          | 5507/? [42:20<00:00,  2.17it/s]
Epoch 0: |          | 5508/? [42:20<00:00,  2.17it/s]
Epoch 0: |          | 5508/? [42:20<00:00,  2.17it/s]
Epoch 0: |          | 5509/? [42:21<00:00,  2.17it/s]
Epoch 0: |          | 5509/? [42:21<00:00,  2.17it/s]
Epoch 0: |          | 5510/? [42:21<00:00,  2.17it/s]
Epoch 0: |          | 5510/? [42:21<00:00,  2.17it/s]
Epoch 0: |          | 5511/? [42:21<00:00,  2.17it/s]
Epoch 0: |          | 5511/? [42:21<00:00,  2.17it/s]
Epoch 0: |          | 5512/? [42:22<00:00,  2.17it/s]
Epoch 0: |          | 5512/? [42:22<00:00,  2.17it/s]
Epoch 0: |          | 5513/? [42:22<00:00,  2.17it/s]
Epoch 0: |          | 5513/? [42:22<00:00,  2.17it/s]
Epoch 0: |          | 5514/? [42:22<00:00,  2.17it/s]
Epoch 0: |          | 5514/? [42:22<00:00,  2.17it/s]
Epoch 0: |          | 5515/? [42:22<00:00,  2.17it/s]
Epoch 0: |          | 5515/? [42:22<00:00,  2.17it/s]
Epoch 0: |          | 5516/? [42:23<00:00,  2.17it/s]
Epoch 0: |          | 5516/? [42:23<00:00,  2.17it/s]
Epoch 0: |          | 5517/? [42:23<00:00,  2.17it/s]
Epoch 0: |          | 5517/? [42:23<00:00,  2.17it/s]
Epoch 0: |          | 5518/? [42:23<00:00,  2.17it/s]
Epoch 0: |          | 5518/? [42:23<00:00,  2.17it/s]
Epoch 0: |          | 5519/? [42:24<00:00,  2.17it/s]
Epoch 0: |          | 5519/? [42:24<00:00,  2.17it/s]
Epoch 0: |          | 5520/? [42:24<00:00,  2.17it/s]
Epoch 0: |          | 5520/? [42:24<00:00,  2.17it/s]
Epoch 0: |          | 5521/? [42:24<00:00,  2.17it/s]
Epoch 0: |          | 5521/? [42:24<00:00,  2.17it/s]
Epoch 0: |          | 5522/? [42:25<00:00,  2.17it/s]
Epoch 0: |          | 5522/? [42:25<00:00,  2.17it/s]
Epoch 0: |          | 5523/? [42:25<00:00,  2.17it/s]
Epoch 0: |          | 5523/? [42:25<00:00,  2.17it/s]
Epoch 0: |          | 5524/? [42:25<00:00,  2.17it/s]
Epoch 0: |          | 5524/? [42:25<00:00,  2.17it/s]
Epoch 0: |          | 5525/? [42:25<00:00,  2.17it/s]
Epoch 0: |          | 5525/? [42:25<00:00,  2.17it/s]
Epoch 0: |          | 5526/? [42:26<00:00,  2.17it/s]
Epoch 0: |          | 5526/? [42:26<00:00,  2.17it/s]
Epoch 0: |          | 5527/? [42:26<00:00,  2.17it/s]
Epoch 0: |          | 5527/? [42:26<00:00,  2.17it/s]
Epoch 0: |          | 5528/? [42:26<00:00,  2.17it/s]
Epoch 0: |          | 5528/? [42:26<00:00,  2.17it/s]
Epoch 0: |          | 5529/? [42:27<00:00,  2.17it/s]
Epoch 0: |          | 5529/? [42:27<00:00,  2.17it/s]
Epoch 0: |          | 5530/? [42:27<00:00,  2.17it/s]
Epoch 0: |          | 5530/? [42:27<00:00,  2.17it/s]
Epoch 0: |          | 5531/? [42:27<00:00,  2.17it/s]
Epoch 0: |          | 5531/? [42:27<00:00,  2.17it/s]
Epoch 0: |          | 5532/? [42:28<00:00,  2.17it/s]
Epoch 0: |          | 5532/? [42:28<00:00,  2.17it/s]
Epoch 0: |          | 5533/? [42:28<00:00,  2.17it/s]
Epoch 0: |          | 5533/? [42:28<00:00,  2.17it/s]
Epoch 0: |          | 5534/? [42:28<00:00,  2.17it/s]
Epoch 0: |          | 5534/? [42:28<00:00,  2.17it/s]
Epoch 0: |          | 5535/? [42:28<00:00,  2.17it/s]
Epoch 0: |          | 5535/? [42:28<00:00,  2.17it/s]
Epoch 0: |          | 5536/? [42:29<00:00,  2.17it/s]
Epoch 0: |          | 5536/? [42:29<00:00,  2.17it/s]
Epoch 0: |          | 5537/? [42:29<00:00,  2.17it/s]
Epoch 0: |          | 5537/? [42:29<00:00,  2.17it/s]
Epoch 0: |          | 5538/? [42:29<00:00,  2.17it/s]
Epoch 0: |          | 5538/? [42:29<00:00,  2.17it/s]
Epoch 0: |          | 5539/? [42:30<00:00,  2.17it/s]
Epoch 0: |          | 5539/? [42:30<00:00,  2.17it/s]
Epoch 0: |          | 5540/? [42:30<00:00,  2.17it/s]
Epoch 0: |          | 5540/? [42:30<00:00,  2.17it/s]
Epoch 0: |          | 5541/? [42:30<00:00,  2.17it/s]
Epoch 0: |          | 5541/? [42:30<00:00,  2.17it/s]
Epoch 0: |          | 5542/? [42:30<00:00,  2.17it/s]
Epoch 0: |          | 5542/? [42:30<00:00,  2.17it/s]
Epoch 0: |          | 5543/? [42:31<00:00,  2.17it/s]
Epoch 0: |          | 5543/? [42:31<00:00,  2.17it/s]
Epoch 0: |          | 5544/? [42:31<00:00,  2.17it/s]
Epoch 0: |          | 5544/? [42:31<00:00,  2.17it/s]
Epoch 0: |          | 5545/? [42:31<00:00,  2.17it/s]
Epoch 0: |          | 5545/? [42:31<00:00,  2.17it/s]
Epoch 0: |          | 5546/? [42:32<00:00,  2.17it/s]
Epoch 0: |          | 5546/? [42:32<00:00,  2.17it/s]
Epoch 0: |          | 5547/? [42:32<00:00,  2.17it/s]
Epoch 0: |          | 5547/? [42:32<00:00,  2.17it/s]
Epoch 0: |          | 5548/? [42:32<00:00,  2.17it/s]
Epoch 0: |          | 5548/? [42:32<00:00,  2.17it/s]
Epoch 0: |          | 5549/? [42:33<00:00,  2.17it/s]
Epoch 0: |          | 5549/? [42:33<00:00,  2.17it/s]
Epoch 0: |          | 5550/? [42:33<00:00,  2.17it/s]
Epoch 0: |          | 5550/? [42:33<00:00,  2.17it/s]
Epoch 0: |          | 5551/? [42:33<00:00,  2.17it/s]
Epoch 0: |          | 5551/? [42:33<00:00,  2.17it/s]
Epoch 0: |          | 5552/? [42:33<00:00,  2.17it/s]
Epoch 0: |          | 5552/? [42:33<00:00,  2.17it/s]
Epoch 0: |          | 5553/? [42:34<00:00,  2.17it/s]
Epoch 0: |          | 5553/? [42:34<00:00,  2.17it/s]
Epoch 0: |          | 5554/? [42:34<00:00,  2.17it/s]
Epoch 0: |          | 5554/? [42:34<00:00,  2.17it/s]
Epoch 0: |          | 5555/? [42:34<00:00,  2.17it/s]
Epoch 0: |          | 5555/? [42:34<00:00,  2.17it/s]
Epoch 0: |          | 5556/? [42:35<00:00,  2.17it/s]
Epoch 0: |          | 5556/? [42:35<00:00,  2.17it/s]
Epoch 0: |          | 5557/? [42:35<00:00,  2.17it/s]
Epoch 0: |          | 5557/? [42:35<00:00,  2.17it/s]
Epoch 0: |          | 5558/? [42:35<00:00,  2.17it/s]
Epoch 0: |          | 5558/? [42:35<00:00,  2.17it/s]
Epoch 0: |          | 5559/? [42:36<00:00,  2.17it/s]
Epoch 0: |          | 5559/? [42:36<00:00,  2.17it/s]
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Epoch 0: |          | 5568/? [42:38<00:00,  2.18it/s]
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Epoch 0: |          | 5569/? [42:38<00:00,  2.18it/s]
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Epoch 0: |          | 5570/? [42:39<00:00,  2.18it/s]
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Epoch 0: |          | 5571/? [42:39<00:00,  2.18it/s]
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Epoch 0: |          | 5572/? [42:39<00:00,  2.18it/s]
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Epoch 0: |          | 5573/? [42:40<00:00,  2.18it/s]
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Epoch 0: |          | 5574/? [42:40<00:00,  2.18it/s]
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Epoch 0: |          | 5575/? [42:40<00:00,  2.18it/s]
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Epoch 0: |          | 5576/? [42:41<00:00,  2.18it/s]
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Epoch 0: |          | 5577/? [42:41<00:00,  2.18it/s]
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Epoch 0: |          | 5578/? [42:41<00:00,  2.18it/s]
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Epoch 0: |          | 5579/? [42:41<00:00,  2.18it/s]
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Epoch 0: |          | 5580/? [42:42<00:00,  2.18it/s]
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Epoch 0: |          | 5581/? [42:42<00:00,  2.18it/s]
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Epoch 0: |          | 5582/? [42:42<00:00,  2.18it/s]
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Epoch 0: |          | 5583/? [42:43<00:00,  2.18it/s]
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Epoch 0: |          | 5587/? [42:44<00:00,  2.18it/s]
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Epoch 0: |          | 5588/? [42:44<00:00,  2.18it/s]
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Epoch 0: |          | 5589/? [42:44<00:00,  2.18it/s]
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Epoch 0: |          | 5590/? [42:45<00:00,  2.18it/s]
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Epoch 0: |          | 5591/? [42:45<00:00,  2.18it/s]
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Epoch 0: |          | 5592/? [42:45<00:00,  2.18it/s]
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Epoch 0: |          | 5595/? [42:46<00:00,  2.18it/s]
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Epoch 0: |          | 5598/? [42:47<00:00,  2.18it/s]
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Epoch 0: |          | 5599/? [42:47<00:00,  2.18it/s]
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Epoch 0: |          | 5600/? [42:48<00:00,  2.18it/s]
Epoch 0: |          | 5600/? [42:48<00:00,  2.18it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.10it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.98it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.13it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.63it/s]

Epoch 0: |          | 5600/? [42:48<00:00,  2.18it/s]
Epoch 0: |          | 5601/? [42:48<00:00,  2.18it/s]
Epoch 0: |          | 5601/? [42:48<00:00,  2.18it/s]
Epoch 0: |          | 5602/? [42:49<00:00,  2.18it/s]
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Epoch 0: |          | 5603/? [42:49<00:00,  2.18it/s]
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Epoch 0: |          | 5604/? [42:49<00:00,  2.18it/s]
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Epoch 0: |          | 5605/? [42:49<00:00,  2.18it/s]
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Epoch 0: |          | 5606/? [42:50<00:00,  2.18it/s]
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Epoch 0: |          | 5607/? [42:50<00:00,  2.18it/s]
Epoch 0: |          | 5607/? [42:50<00:00,  2.18it/s]
Epoch 0: |          | 5608/? [42:50<00:00,  2.18it/s]
Epoch 0: |          | 5608/? [42:50<00:00,  2.18it/s]
Epoch 0: |          | 5609/? [42:51<00:00,  2.18it/s]
Epoch 0: |          | 5609/? [42:51<00:00,  2.18it/s]
Epoch 0: |          | 5610/? [42:51<00:00,  2.18it/s]
Epoch 0: |          | 5610/? [42:51<00:00,  2.18it/s]
Epoch 0: |          | 5611/? [42:51<00:00,  2.18it/s]
Epoch 0: |          | 5611/? [42:51<00:00,  2.18it/s]
Epoch 0: |          | 5612/? [42:51<00:00,  2.18it/s]
Epoch 0: |          | 5612/? [42:51<00:00,  2.18it/s]
Epoch 0: |          | 5613/? [42:52<00:00,  2.18it/s]
Epoch 0: |          | 5613/? [42:52<00:00,  2.18it/s]
Epoch 0: |          | 5614/? [42:52<00:00,  2.18it/s]
Epoch 0: |          | 5614/? [42:52<00:00,  2.18it/s]
Epoch 0: |          | 5615/? [42:52<00:00,  2.18it/s]
Epoch 0: |          | 5615/? [42:52<00:00,  2.18it/s]
Epoch 0: |          | 5616/? [42:53<00:00,  2.18it/s]
Epoch 0: |          | 5616/? [42:53<00:00,  2.18it/s]
Epoch 0: |          | 5617/? [42:53<00:00,  2.18it/s]
Epoch 0: |          | 5617/? [42:53<00:00,  2.18it/s]
Epoch 0: |          | 5618/? [42:53<00:00,  2.18it/s]
Epoch 0: |          | 5618/? [42:53<00:00,  2.18it/s]
Epoch 0: |          | 5619/? [42:54<00:00,  2.18it/s]
Epoch 0: |          | 5619/? [42:54<00:00,  2.18it/s]
Epoch 0: |          | 5620/? [42:54<00:00,  2.18it/s]
Epoch 0: |          | 5620/? [42:54<00:00,  2.18it/s]
Epoch 0: |          | 5621/? [42:54<00:00,  2.18it/s]
Epoch 0: |          | 5621/? [42:54<00:00,  2.18it/s]
Epoch 0: |          | 5622/? [42:55<00:00,  2.18it/s]
Epoch 0: |          | 5622/? [42:55<00:00,  2.18it/s]
Epoch 0: |          | 5623/? [42:55<00:00,  2.18it/s]
Epoch 0: |          | 5623/? [42:55<00:00,  2.18it/s]
Epoch 0: |          | 5624/? [42:55<00:00,  2.18it/s]
Epoch 0: |          | 5624/? [42:55<00:00,  2.18it/s]
Epoch 0: |          | 5625/? [42:56<00:00,  2.18it/s]
Epoch 0: |          | 5625/? [42:56<00:00,  2.18it/s]
Epoch 0: |          | 5626/? [42:56<00:00,  2.18it/s]
Epoch 0: |          | 5626/? [42:56<00:00,  2.18it/s]
Epoch 0: |          | 5627/? [42:56<00:00,  2.18it/s]
Epoch 0: |          | 5627/? [42:56<00:00,  2.18it/s]
Epoch 0: |          | 5628/? [42:56<00:00,  2.18it/s]
Epoch 0: |          | 5628/? [42:56<00:00,  2.18it/s]
Epoch 0: |          | 5629/? [42:57<00:00,  2.18it/s]
Epoch 0: |          | 5629/? [42:57<00:00,  2.18it/s]
Epoch 0: |          | 5630/? [42:57<00:00,  2.18it/s]
Epoch 0: |          | 5630/? [42:57<00:00,  2.18it/s]
Epoch 0: |          | 5631/? [42:57<00:00,  2.18it/s]
Epoch 0: |          | 5631/? [42:57<00:00,  2.18it/s]
Epoch 0: |          | 5632/? [42:58<00:00,  2.18it/s]
Epoch 0: |          | 5632/? [42:58<00:00,  2.18it/s]
Epoch 0: |          | 5633/? [42:58<00:00,  2.18it/s]
Epoch 0: |          | 5633/? [42:58<00:00,  2.18it/s]
Epoch 0: |          | 5634/? [42:58<00:00,  2.18it/s]
Epoch 0: |          | 5634/? [42:58<00:00,  2.18it/s]
Epoch 0: |          | 5635/? [42:58<00:00,  2.19it/s]
Epoch 0: |          | 5635/? [42:58<00:00,  2.19it/s]
Epoch 0: |          | 5636/? [42:59<00:00,  2.19it/s]
Epoch 0: |          | 5636/? [42:59<00:00,  2.19it/s]
Epoch 0: |          | 5637/? [42:59<00:00,  2.19it/s]
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Epoch 0: |          | 5638/? [42:59<00:00,  2.19it/s]
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Epoch 0: |          | 5639/? [43:00<00:00,  2.19it/s]
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Epoch 0: |          | 5640/? [43:00<00:00,  2.19it/s]
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Epoch 0: |          | 5641/? [43:00<00:00,  2.19it/s]
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Epoch 0: |          | 5642/? [43:00<00:00,  2.19it/s]
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Epoch 0: |          | 5643/? [43:01<00:00,  2.19it/s]
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Epoch 0: |          | 5644/? [43:01<00:00,  2.19it/s]
Epoch 0: |          | 5644/? [43:01<00:00,  2.19it/s]
Epoch 0: |          | 5645/? [43:01<00:00,  2.19it/s]
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Epoch 0: |          | 5646/? [43:02<00:00,  2.19it/s]
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Epoch 0: |          | 5647/? [43:02<00:00,  2.19it/s]
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Epoch 0: |          | 5648/? [43:02<00:00,  2.19it/s]
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Epoch 0: |          | 5649/? [43:03<00:00,  2.19it/s]
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Epoch 0: |          | 5650/? [43:03<00:00,  2.19it/s]
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Epoch 0: |          | 5651/? [43:03<00:00,  2.19it/s]
Epoch 0: |          | 5651/? [43:03<00:00,  2.19it/s]
Epoch 0: |          | 5652/? [43:03<00:00,  2.19it/s]
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Epoch 0: |          | 5653/? [43:04<00:00,  2.19it/s]
Epoch 0: |          | 5653/? [43:04<00:00,  2.19it/s]
Epoch 0: |          | 5654/? [43:04<00:00,  2.19it/s]
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Epoch 0: |          | 5655/? [43:04<00:00,  2.19it/s]
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Epoch 0: |          | 5656/? [43:05<00:00,  2.19it/s]
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Epoch 0: |          | 5657/? [43:05<00:00,  2.19it/s]
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Epoch 0: |          | 5658/? [43:05<00:00,  2.19it/s]
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Epoch 0: |          | 5659/? [43:06<00:00,  2.19it/s]
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Epoch 0: |          | 5660/? [43:06<00:00,  2.19it/s]
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Epoch 0: |          | 5661/? [43:06<00:00,  2.19it/s]
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Epoch 0: |          | 5662/? [43:06<00:00,  2.19it/s]
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Epoch 0: |          | 5663/? [43:07<00:00,  2.19it/s]
Epoch 0: |          | 5663/? [43:07<00:00,  2.19it/s]
Epoch 0: |          | 5664/? [43:07<00:00,  2.19it/s]
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Epoch 0: |          | 5665/? [43:07<00:00,  2.19it/s]
Epoch 0: |          | 5665/? [43:07<00:00,  2.19it/s]
Epoch 0: |          | 5666/? [43:08<00:00,  2.19it/s]
Epoch 0: |          | 5666/? [43:08<00:00,  2.19it/s]
Epoch 0: |          | 5667/? [43:08<00:00,  2.19it/s]
Epoch 0: |          | 5667/? [43:08<00:00,  2.19it/s]
Epoch 0: |          | 5668/? [43:08<00:00,  2.19it/s]
Epoch 0: |          | 5668/? [43:08<00:00,  2.19it/s]
Epoch 0: |          | 5669/? [43:08<00:00,  2.19it/s]
Epoch 0: |          | 5669/? [43:08<00:00,  2.19it/s]
Epoch 0: |          | 5670/? [43:09<00:00,  2.19it/s]
Epoch 0: |          | 5670/? [43:09<00:00,  2.19it/s]
Epoch 0: |          | 5671/? [43:09<00:00,  2.19it/s]
Epoch 0: |          | 5671/? [43:09<00:00,  2.19it/s]
Epoch 0: |          | 5672/? [43:09<00:00,  2.19it/s]
Epoch 0: |          | 5672/? [43:09<00:00,  2.19it/s]
Epoch 0: |          | 5673/? [43:10<00:00,  2.19it/s]
Epoch 0: |          | 5673/? [43:10<00:00,  2.19it/s]
Epoch 0: |          | 5674/? [43:10<00:00,  2.19it/s]
Epoch 0: |          | 5674/? [43:10<00:00,  2.19it/s]
Epoch 0: |          | 5675/? [43:10<00:00,  2.19it/s]
Epoch 0: |          | 5675/? [43:10<00:00,  2.19it/s]
Epoch 0: |          | 5676/? [43:10<00:00,  2.19it/s]
Epoch 0: |          | 5676/? [43:10<00:00,  2.19it/s]
Epoch 0: |          | 5677/? [43:11<00:00,  2.19it/s]
Epoch 0: |          | 5677/? [43:11<00:00,  2.19it/s]
Epoch 0: |          | 5678/? [43:11<00:00,  2.19it/s]
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Epoch 0: |          | 5679/? [43:11<00:00,  2.19it/s]
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Epoch 0: |          | 5680/? [43:12<00:00,  2.19it/s]
Epoch 0: |          | 5680/? [43:12<00:00,  2.19it/s]
Epoch 0: |          | 5681/? [43:12<00:00,  2.19it/s]
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Epoch 0: |          | 5682/? [43:12<00:00,  2.19it/s]
Epoch 0: |          | 5682/? [43:12<00:00,  2.19it/s]
Epoch 0: |          | 5683/? [43:12<00:00,  2.19it/s]
Epoch 0: |          | 5683/? [43:12<00:00,  2.19it/s]
Epoch 0: |          | 5684/? [43:13<00:00,  2.19it/s]
Epoch 0: |          | 5684/? [43:13<00:00,  2.19it/s]
Epoch 0: |          | 5685/? [43:13<00:00,  2.19it/s]
Epoch 0: |          | 5685/? [43:13<00:00,  2.19it/s]
Epoch 0: |          | 5686/? [43:13<00:00,  2.19it/s]
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Epoch 0: |          | 5687/? [43:14<00:00,  2.19it/s]
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Epoch 0: |          | 5688/? [43:14<00:00,  2.19it/s]
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Epoch 0: |          | 5689/? [43:14<00:00,  2.19it/s]
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Epoch 0: |          | 5690/? [43:14<00:00,  2.19it/s]
Epoch 0: |          | 5690/? [43:14<00:00,  2.19it/s]
Epoch 0: |          | 5691/? [43:15<00:00,  2.19it/s]
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Epoch 0: |          | 5692/? [43:15<00:00,  2.19it/s]
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Epoch 0: |          | 5693/? [43:15<00:00,  2.19it/s]
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Epoch 0: |          | 5694/? [43:16<00:00,  2.19it/s]
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Epoch 0: |          | 5711/? [43:21<00:00,  2.20it/s]
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Epoch 0: |          | 5712/? [43:21<00:00,  2.20it/s]
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Epoch 0: |          | 5713/? [43:21<00:00,  2.20it/s]
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Epoch 0: |          | 5714/? [43:21<00:00,  2.20it/s]
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Epoch 0: |          | 5715/? [43:22<00:00,  2.20it/s]
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Epoch 0: |          | 5716/? [43:22<00:00,  2.20it/s]
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Epoch 0: |          | 5718/? [43:23<00:00,  2.20it/s]
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Epoch 0: |          | 5719/? [43:23<00:00,  2.20it/s]
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Epoch 0: |          | 5722/? [43:24<00:00,  2.20it/s]
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Epoch 0: |          | 5727/? [43:25<00:00,  2.20it/s]
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Epoch 0: |          | 5728/? [43:26<00:00,  2.20it/s]
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Epoch 0: |          | 5729/? [43:26<00:00,  2.20it/s]
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Epoch 0: |          | 5730/? [43:26<00:00,  2.20it/s]
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Epoch 0: |          | 5731/? [43:26<00:00,  2.20it/s]
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Epoch 0: |          | 5732/? [43:27<00:00,  2.20it/s]
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Epoch 0: |          | 5733/? [43:27<00:00,  2.20it/s]
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Epoch 0: |          | 5735/? [43:28<00:00,  2.20it/s]
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Epoch 0: |          | 5739/? [43:29<00:00,  2.20it/s]
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Epoch 0: |          | 5740/? [43:29<00:00,  2.20it/s]
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Epoch 0: |          | 5752/? [43:33<00:00,  2.20it/s]
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Epoch 0: |          | 5755/? [43:34<00:00,  2.20it/s]
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Epoch 0: |          | 5756/? [43:34<00:00,  2.20it/s]
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Epoch 0: |          | 5759/? [43:35<00:00,  2.20it/s]
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Epoch 0: |          | 5761/? [43:35<00:00,  2.20it/s]
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Epoch 0: |          | 5764/? [43:36<00:00,  2.20it/s]
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Epoch 0: |          | 5765/? [43:36<00:00,  2.20it/s]
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Epoch 0: |          | 5766/? [43:37<00:00,  2.20it/s]
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Epoch 0: |          | 5767/? [43:37<00:00,  2.20it/s]
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Epoch 0: |          | 5768/? [43:37<00:00,  2.20it/s]
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Epoch 0: |          | 5769/? [43:38<00:00,  2.20it/s]
Epoch 0: |          | 5769/? [43:38<00:00,  2.20it/s]
Epoch 0: |          | 5770/? [43:38<00:00,  2.20it/s]
Epoch 0: |          | 5770/? [43:38<00:00,  2.20it/s]
Epoch 0: |          | 5771/? [43:38<00:00,  2.20it/s]
Epoch 0: |          | 5771/? [43:38<00:00,  2.20it/s]
Epoch 0: |          | 5772/? [43:38<00:00,  2.20it/s]
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Epoch 0: |          | 5773/? [43:39<00:00,  2.20it/s]
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Epoch 0: |          | 5774/? [43:39<00:00,  2.20it/s]
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Epoch 0: |          | 5775/? [43:39<00:00,  2.20it/s]
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Epoch 0: |          | 5776/? [43:40<00:00,  2.20it/s]
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Epoch 0: |          | 5779/? [43:41<00:00,  2.20it/s]
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Epoch 0: |          | 5780/? [43:41<00:00,  2.21it/s]
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Epoch 0: |          | 5781/? [43:41<00:00,  2.21it/s]
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Epoch 0: |          | 5782/? [43:41<00:00,  2.21it/s]
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Epoch 0: |          | 5799/? [43:46<00:00,  2.21it/s]
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Epoch 0: |          | 5800/? [43:47<00:00,  2.21it/s]
Epoch 0: |          | 5800/? [43:47<00:00,  2.21it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.11it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.19it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.27it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.87it/s]
                                                                      
Epoch 0: |          | 5800/? [43:47<00:00,  2.21it/s]
Epoch 0: |          | 5801/? [43:47<00:00,  2.21it/s]
Epoch 0: |          | 5801/? [43:47<00:00,  2.21it/s]
Epoch 0: |          | 5802/? [43:47<00:00,  2.21it/s]
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Epoch 0: |          | 5806/? [43:49<00:00,  2.21it/s]
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Epoch 0: |          | 5808/? [43:49<00:00,  2.21it/s]
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Epoch 0: |          | 5810/? [43:50<00:00,  2.21it/s]
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Epoch 0: |          | 5811/? [43:50<00:00,  2.21it/s]
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Epoch 0: |          | 5812/? [43:50<00:00,  2.21it/s]
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Epoch 0: |          | 5813/? [43:51<00:00,  2.21it/s]
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Epoch 0: |          | 5814/? [43:51<00:00,  2.21it/s]
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Epoch 0: |          | 5815/? [43:51<00:00,  2.21it/s]
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Epoch 0: |          | 5816/? [43:52<00:00,  2.21it/s]
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Epoch 0: |          | 5818/? [43:52<00:00,  2.21it/s]
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Epoch 0: |          | 5819/? [43:52<00:00,  2.21it/s]
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Epoch 0: |          | 5820/? [43:53<00:00,  2.21it/s]
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Epoch 0: |          | 5821/? [43:53<00:00,  2.21it/s]
Epoch 0: |          | 5821/? [43:53<00:00,  2.21it/s]
Epoch 0: |          | 5822/? [43:53<00:00,  2.21it/s]
Epoch 0: |          | 5822/? [43:53<00:00,  2.21it/s]
Epoch 0: |          | 5823/? [43:54<00:00,  2.21it/s]
Epoch 0: |          | 5823/? [43:54<00:00,  2.21it/s]
Epoch 0: |          | 5824/? [43:54<00:00,  2.21it/s]
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Epoch 0: |          | 5825/? [43:54<00:00,  2.21it/s]
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Epoch 0: |          | 5826/? [43:55<00:00,  2.21it/s]
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Epoch 0: |          | 5827/? [43:55<00:00,  2.21it/s]
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Epoch 0: |          | 5828/? [43:55<00:00,  2.21it/s]
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Epoch 0: |          | 5829/? [43:55<00:00,  2.21it/s]
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Epoch 0: |          | 5830/? [43:56<00:00,  2.21it/s]
Epoch 0: |          | 5830/? [43:56<00:00,  2.21it/s]
Epoch 0: |          | 5831/? [43:56<00:00,  2.21it/s]
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Epoch 0: |          | 5832/? [43:56<00:00,  2.21it/s]
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Epoch 0: |          | 5833/? [43:57<00:00,  2.21it/s]
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Epoch 0: |          | 5834/? [43:57<00:00,  2.21it/s]
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Epoch 0: |          | 5835/? [43:57<00:00,  2.21it/s]
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Epoch 0: |          | 5836/? [43:57<00:00,  2.21it/s]
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Epoch 0: |          | 5837/? [43:58<00:00,  2.21it/s]
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Epoch 0: |          | 5838/? [43:58<00:00,  2.21it/s]
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Epoch 0: |          | 5839/? [43:58<00:00,  2.21it/s]
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Epoch 0: |          | 5840/? [43:59<00:00,  2.21it/s]
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Epoch 0: |          | 5841/? [43:59<00:00,  2.21it/s]
Epoch 0: |          | 5841/? [43:59<00:00,  2.21it/s]
Epoch 0: |          | 5842/? [43:59<00:00,  2.21it/s]
Epoch 0: |          | 5842/? [43:59<00:00,  2.21it/s]
Epoch 0: |          | 5843/? [43:59<00:00,  2.21it/s]
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Epoch 0: |          | 5845/? [44:00<00:00,  2.21it/s]
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Epoch 0: |          | 5846/? [44:00<00:00,  2.21it/s]
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Epoch 0: |          | 5847/? [44:01<00:00,  2.21it/s]
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Epoch 0: |          | 5848/? [44:01<00:00,  2.21it/s]
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Epoch 0: |          | 5849/? [44:01<00:00,  2.21it/s]
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Epoch 0: |          | 5850/? [44:02<00:00,  2.21it/s]
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Epoch 0: |          | 5851/? [44:02<00:00,  2.21it/s]
Epoch 0: |          | 5851/? [44:02<00:00,  2.21it/s]
Epoch 0: |          | 5852/? [44:02<00:00,  2.21it/s]
Epoch 0: |          | 5852/? [44:02<00:00,  2.21it/s]
Epoch 0: |          | 5853/? [44:02<00:00,  2.21it/s]
Epoch 0: |          | 5853/? [44:02<00:00,  2.21it/s]
Epoch 0: |          | 5854/? [44:03<00:00,  2.21it/s]
Epoch 0: |          | 5854/? [44:03<00:00,  2.21it/s]
Epoch 0: |          | 5855/? [44:03<00:00,  2.21it/s]
Epoch 0: |          | 5855/? [44:03<00:00,  2.21it/s]
Epoch 0: |          | 5856/? [44:03<00:00,  2.22it/s]
Epoch 0: |          | 5856/? [44:03<00:00,  2.22it/s]
Epoch 0: |          | 5857/? [44:04<00:00,  2.22it/s]
Epoch 0: |          | 5857/? [44:04<00:00,  2.22it/s]
Epoch 0: |          | 5858/? [44:04<00:00,  2.22it/s]
Epoch 0: |          | 5858/? [44:04<00:00,  2.22it/s]
Epoch 0: |          | 5859/? [44:04<00:00,  2.22it/s]
Epoch 0: |          | 5859/? [44:04<00:00,  2.22it/s]
Epoch 0: |          | 5860/? [44:04<00:00,  2.22it/s]
Epoch 0: |          | 5860/? [44:04<00:00,  2.22it/s]
Epoch 0: |          | 5861/? [44:05<00:00,  2.22it/s]
Epoch 0: |          | 5861/? [44:05<00:00,  2.22it/s]
Epoch 0: |          | 5862/? [44:05<00:00,  2.22it/s]
Epoch 0: |          | 5862/? [44:05<00:00,  2.22it/s]
Epoch 0: |          | 5863/? [44:05<00:00,  2.22it/s]
Epoch 0: |          | 5863/? [44:05<00:00,  2.22it/s]
Epoch 0: |          | 5864/? [44:06<00:00,  2.22it/s]
Epoch 0: |          | 5864/? [44:06<00:00,  2.22it/s]
Epoch 0: |          | 5865/? [44:06<00:00,  2.22it/s]
Epoch 0: |          | 5865/? [44:06<00:00,  2.22it/s]
Epoch 0: |          | 5866/? [44:06<00:00,  2.22it/s]
Epoch 0: |          | 5866/? [44:06<00:00,  2.22it/s]
Epoch 0: |          | 5867/? [44:06<00:00,  2.22it/s]
Epoch 0: |          | 5867/? [44:06<00:00,  2.22it/s]
Epoch 0: |          | 5868/? [44:07<00:00,  2.22it/s]
Epoch 0: |          | 5868/? [44:07<00:00,  2.22it/s]
Epoch 0: |          | 5869/? [44:07<00:00,  2.22it/s]
Epoch 0: |          | 5869/? [44:07<00:00,  2.22it/s]
Epoch 0: |          | 5870/? [44:07<00:00,  2.22it/s]
Epoch 0: |          | 5870/? [44:07<00:00,  2.22it/s]
Epoch 0: |          | 5871/? [44:08<00:00,  2.22it/s]
Epoch 0: |          | 5871/? [44:08<00:00,  2.22it/s]
Epoch 0: |          | 5872/? [44:08<00:00,  2.22it/s]
Epoch 0: |          | 5872/? [44:08<00:00,  2.22it/s]
Epoch 0: |          | 5873/? [44:08<00:00,  2.22it/s]
Epoch 0: |          | 5873/? [44:08<00:00,  2.22it/s]
Epoch 0: |          | 5874/? [44:09<00:00,  2.22it/s]
Epoch 0: |          | 5874/? [44:09<00:00,  2.22it/s]
Epoch 0: |          | 5875/? [44:09<00:00,  2.22it/s]
Epoch 0: |          | 5875/? [44:09<00:00,  2.22it/s]
Epoch 0: |          | 5876/? [44:09<00:00,  2.22it/s]
Epoch 0: |          | 5876/? [44:09<00:00,  2.22it/s]
Epoch 0: |          | 5877/? [44:09<00:00,  2.22it/s]
Epoch 0: |          | 5877/? [44:09<00:00,  2.22it/s]
Epoch 0: |          | 5878/? [44:10<00:00,  2.22it/s]
Epoch 0: |          | 5878/? [44:10<00:00,  2.22it/s]
Epoch 0: |          | 5879/? [44:10<00:00,  2.22it/s]
Epoch 0: |          | 5879/? [44:10<00:00,  2.22it/s]
Epoch 0: |          | 5880/? [44:10<00:00,  2.22it/s]
Epoch 0: |          | 5880/? [44:10<00:00,  2.22it/s]
Epoch 0: |          | 5881/? [44:11<00:00,  2.22it/s]
Epoch 0: |          | 5881/? [44:11<00:00,  2.22it/s]
Epoch 0: |          | 5882/? [44:11<00:00,  2.22it/s]
Epoch 0: |          | 5882/? [44:11<00:00,  2.22it/s]
Epoch 0: |          | 5883/? [44:11<00:00,  2.22it/s]
Epoch 0: |          | 5883/? [44:11<00:00,  2.22it/s]
Epoch 0: |          | 5884/? [44:12<00:00,  2.22it/s]
Epoch 0: |          | 5884/? [44:12<00:00,  2.22it/s]
Epoch 0: |          | 5885/? [44:12<00:00,  2.22it/s]
Epoch 0: |          | 5885/? [44:12<00:00,  2.22it/s]
Epoch 0: |          | 5886/? [44:12<00:00,  2.22it/s]
Epoch 0: |          | 5886/? [44:12<00:00,  2.22it/s]
Epoch 0: |          | 5887/? [44:12<00:00,  2.22it/s]
Epoch 0: |          | 5887/? [44:12<00:00,  2.22it/s]
Epoch 0: |          | 5888/? [44:13<00:00,  2.22it/s]
Epoch 0: |          | 5888/? [44:13<00:00,  2.22it/s]
Epoch 0: |          | 5889/? [44:13<00:00,  2.22it/s]
Epoch 0: |          | 5889/? [44:13<00:00,  2.22it/s]
Epoch 0: |          | 5890/? [44:13<00:00,  2.22it/s]
Epoch 0: |          | 5890/? [44:13<00:00,  2.22it/s]
Epoch 0: |          | 5891/? [44:14<00:00,  2.22it/s]
Epoch 0: |          | 5891/? [44:14<00:00,  2.22it/s]
Epoch 0: |          | 5892/? [44:14<00:00,  2.22it/s]
Epoch 0: |          | 5892/? [44:14<00:00,  2.22it/s]
Epoch 0: |          | 5893/? [44:14<00:00,  2.22it/s]
Epoch 0: |          | 5893/? [44:14<00:00,  2.22it/s]
Epoch 0: |          | 5894/? [44:14<00:00,  2.22it/s]
Epoch 0: |          | 5894/? [44:14<00:00,  2.22it/s]
Epoch 0: |          | 5895/? [44:15<00:00,  2.22it/s]
Epoch 0: |          | 5895/? [44:15<00:00,  2.22it/s]
Epoch 0: |          | 5896/? [44:15<00:00,  2.22it/s]
Epoch 0: |          | 5896/? [44:15<00:00,  2.22it/s]
Epoch 0: |          | 5897/? [44:15<00:00,  2.22it/s]
Epoch 0: |          | 5897/? [44:15<00:00,  2.22it/s]
Epoch 0: |          | 5898/? [44:16<00:00,  2.22it/s]
Epoch 0: |          | 5898/? [44:16<00:00,  2.22it/s]
Epoch 0: |          | 5899/? [44:16<00:00,  2.22it/s]
Epoch 0: |          | 5899/? [44:16<00:00,  2.22it/s]
Epoch 0: |          | 5900/? [44:16<00:00,  2.22it/s]
Epoch 0: |          | 5900/? [44:16<00:00,  2.22it/s]
Epoch 0: |          | 5901/? [44:16<00:00,  2.22it/s]
Epoch 0: |          | 5901/? [44:16<00:00,  2.22it/s]
Epoch 0: |          | 5902/? [44:17<00:00,  2.22it/s]
Epoch 0: |          | 5902/? [44:17<00:00,  2.22it/s]
Epoch 0: |          | 5903/? [44:17<00:00,  2.22it/s]
Epoch 0: |          | 5903/? [44:17<00:00,  2.22it/s]
Epoch 0: |          | 5904/? [44:17<00:00,  2.22it/s]
Epoch 0: |          | 5904/? [44:17<00:00,  2.22it/s]
Epoch 0: |          | 5905/? [44:18<00:00,  2.22it/s]
Epoch 0: |          | 5905/? [44:18<00:00,  2.22it/s]
Epoch 0: |          | 5906/? [44:18<00:00,  2.22it/s]
Epoch 0: |          | 5906/? [44:18<00:00,  2.22it/s]
Epoch 0: |          | 5907/? [44:18<00:00,  2.22it/s]
Epoch 0: |          | 5907/? [44:18<00:00,  2.22it/s]
Epoch 0: |          | 5908/? [44:18<00:00,  2.22it/s]
Epoch 0: |          | 5908/? [44:18<00:00,  2.22it/s]
Epoch 0: |          | 5909/? [44:19<00:00,  2.22it/s]
Epoch 0: |          | 5909/? [44:19<00:00,  2.22it/s]
Epoch 0: |          | 5910/? [44:19<00:00,  2.22it/s]
Epoch 0: |          | 5910/? [44:19<00:00,  2.22it/s]
Epoch 0: |          | 5911/? [44:19<00:00,  2.22it/s]
Epoch 0: |          | 5911/? [44:19<00:00,  2.22it/s]
Epoch 0: |          | 5912/? [44:20<00:00,  2.22it/s]
Epoch 0: |          | 5912/? [44:20<00:00,  2.22it/s]
Epoch 0: |          | 5913/? [44:20<00:00,  2.22it/s]
Epoch 0: |          | 5913/? [44:20<00:00,  2.22it/s]
Epoch 0: |          | 5914/? [44:20<00:00,  2.22it/s]
Epoch 0: |          | 5914/? [44:20<00:00,  2.22it/s]
Epoch 0: |          | 5915/? [44:20<00:00,  2.22it/s]
Epoch 0: |          | 5915/? [44:21<00:00,  2.22it/s]
Epoch 0: |          | 5916/? [44:21<00:00,  2.22it/s]
Epoch 0: |          | 5916/? [44:21<00:00,  2.22it/s]
Epoch 0: |          | 5917/? [44:21<00:00,  2.22it/s]
Epoch 0: |          | 5917/? [44:21<00:00,  2.22it/s]
Epoch 0: |          | 5918/? [44:21<00:00,  2.22it/s]
Epoch 0: |          | 5918/? [44:21<00:00,  2.22it/s]
Epoch 0: |          | 5919/? [44:22<00:00,  2.22it/s]
Epoch 0: |          | 5919/? [44:22<00:00,  2.22it/s]
Epoch 0: |          | 5920/? [44:22<00:00,  2.22it/s]
Epoch 0: |          | 5920/? [44:22<00:00,  2.22it/s]
Epoch 0: |          | 5921/? [44:22<00:00,  2.22it/s]
Epoch 0: |          | 5921/? [44:22<00:00,  2.22it/s]
Epoch 0: |          | 5922/? [44:23<00:00,  2.22it/s]
Epoch 0: |          | 5922/? [44:23<00:00,  2.22it/s]
Epoch 0: |          | 5923/? [44:23<00:00,  2.22it/s]
Epoch 0: |          | 5923/? [44:23<00:00,  2.22it/s]
Epoch 0: |          | 5924/? [44:23<00:00,  2.22it/s]
Epoch 0: |          | 5924/? [44:23<00:00,  2.22it/s]
Epoch 0: |          | 5925/? [44:23<00:00,  2.22it/s]
Epoch 0: |          | 5925/? [44:23<00:00,  2.22it/s]
Epoch 0: |          | 5926/? [44:24<00:00,  2.22it/s]
Epoch 0: |          | 5926/? [44:24<00:00,  2.22it/s]
Epoch 0: |          | 5927/? [44:24<00:00,  2.22it/s]
Epoch 0: |          | 5927/? [44:24<00:00,  2.22it/s]
Epoch 0: |          | 5928/? [44:24<00:00,  2.22it/s]
Epoch 0: |          | 5928/? [44:24<00:00,  2.22it/s]
Epoch 0: |          | 5929/? [44:25<00:00,  2.22it/s]
Epoch 0: |          | 5929/? [44:25<00:00,  2.22it/s]
Epoch 0: |          | 5930/? [44:25<00:00,  2.22it/s]
Epoch 0: |          | 5930/? [44:25<00:00,  2.22it/s]
Epoch 0: |          | 5931/? [44:25<00:00,  2.23it/s]
Epoch 0: |          | 5931/? [44:25<00:00,  2.23it/s]
Epoch 0: |          | 5932/? [44:25<00:00,  2.23it/s]
Epoch 0: |          | 5932/? [44:25<00:00,  2.23it/s]
Epoch 0: |          | 5933/? [44:26<00:00,  2.23it/s]
Epoch 0: |          | 5933/? [44:26<00:00,  2.23it/s]
Epoch 0: |          | 5934/? [44:26<00:00,  2.23it/s]
Epoch 0: |          | 5934/? [44:26<00:00,  2.23it/s]
Epoch 0: |          | 5935/? [44:26<00:00,  2.23it/s]
Epoch 0: |          | 5935/? [44:26<00:00,  2.23it/s]
Epoch 0: |          | 5936/? [44:27<00:00,  2.23it/s]
Epoch 0: |          | 5936/? [44:27<00:00,  2.23it/s]
Epoch 0: |          | 5937/? [44:27<00:00,  2.23it/s]
Epoch 0: |          | 5937/? [44:27<00:00,  2.23it/s]
Epoch 0: |          | 5938/? [44:27<00:00,  2.23it/s]
Epoch 0: |          | 5938/? [44:27<00:00,  2.23it/s]
Epoch 0: |          | 5939/? [44:27<00:00,  2.23it/s]
Epoch 0: |          | 5939/? [44:27<00:00,  2.23it/s]
Epoch 0: |          | 5940/? [44:28<00:00,  2.23it/s]
Epoch 0: |          | 5940/? [44:28<00:00,  2.23it/s]
Epoch 0: |          | 5941/? [44:28<00:00,  2.23it/s]
Epoch 0: |          | 5941/? [44:28<00:00,  2.23it/s]
Epoch 0: |          | 5942/? [44:28<00:00,  2.23it/s]
Epoch 0: |          | 5942/? [44:28<00:00,  2.23it/s]
Epoch 0: |          | 5943/? [44:29<00:00,  2.23it/s]
Epoch 0: |          | 5943/? [44:29<00:00,  2.23it/s]
Epoch 0: |          | 5944/? [44:29<00:00,  2.23it/s]
Epoch 0: |          | 5944/? [44:29<00:00,  2.23it/s]
Epoch 0: |          | 5945/? [44:29<00:00,  2.23it/s]
Epoch 0: |          | 5945/? [44:29<00:00,  2.23it/s]
Epoch 0: |          | 5946/? [44:29<00:00,  2.23it/s]
Epoch 0: |          | 5946/? [44:29<00:00,  2.23it/s]
Epoch 0: |          | 5947/? [44:30<00:00,  2.23it/s]
Epoch 0: |          | 5947/? [44:30<00:00,  2.23it/s]
Epoch 0: |          | 5948/? [44:30<00:00,  2.23it/s]
Epoch 0: |          | 5948/? [44:30<00:00,  2.23it/s]
Epoch 0: |          | 5949/? [44:30<00:00,  2.23it/s]
Epoch 0: |          | 5949/? [44:30<00:00,  2.23it/s]
Epoch 0: |          | 5950/? [44:31<00:00,  2.23it/s]
Epoch 0: |          | 5950/? [44:31<00:00,  2.23it/s]
Epoch 0: |          | 5951/? [44:31<00:00,  2.23it/s]
Epoch 0: |          | 5951/? [44:31<00:00,  2.23it/s]
Epoch 0: |          | 5952/? [44:31<00:00,  2.23it/s]
Epoch 0: |          | 5952/? [44:31<00:00,  2.23it/s]
Epoch 0: |          | 5953/? [44:31<00:00,  2.23it/s]
Epoch 0: |          | 5953/? [44:31<00:00,  2.23it/s]
Epoch 0: |          | 5954/? [44:32<00:00,  2.23it/s]
Epoch 0: |          | 5954/? [44:32<00:00,  2.23it/s]
Epoch 0: |          | 5955/? [44:32<00:00,  2.23it/s]
Epoch 0: |          | 5955/? [44:32<00:00,  2.23it/s]
Epoch 0: |          | 5956/? [44:32<00:00,  2.23it/s]
Epoch 0: |          | 5956/? [44:32<00:00,  2.23it/s]
Epoch 0: |          | 5957/? [44:33<00:00,  2.23it/s]
Epoch 0: |          | 5957/? [44:33<00:00,  2.23it/s]
Epoch 0: |          | 5958/? [44:33<00:00,  2.23it/s]
Epoch 0: |          | 5958/? [44:33<00:00,  2.23it/s]
Epoch 0: |          | 5959/? [44:33<00:00,  2.23it/s]
Epoch 0: |          | 5959/? [44:33<00:00,  2.23it/s]
Epoch 0: |          | 5960/? [44:33<00:00,  2.23it/s]
Epoch 0: |          | 5960/? [44:33<00:00,  2.23it/s]
Epoch 0: |          | 5961/? [44:34<00:00,  2.23it/s]
Epoch 0: |          | 5961/? [44:34<00:00,  2.23it/s]
Epoch 0: |          | 5962/? [44:34<00:00,  2.23it/s]
Epoch 0: |          | 5962/? [44:34<00:00,  2.23it/s]
Epoch 0: |          | 5963/? [44:34<00:00,  2.23it/s]
Epoch 0: |          | 5963/? [44:34<00:00,  2.23it/s]
Epoch 0: |          | 5964/? [44:35<00:00,  2.23it/s]
Epoch 0: |          | 5964/? [44:35<00:00,  2.23it/s]
Epoch 0: |          | 5965/? [44:35<00:00,  2.23it/s]
Epoch 0: |          | 5965/? [44:35<00:00,  2.23it/s]
Epoch 0: |          | 5966/? [44:35<00:00,  2.23it/s]
Epoch 0: |          | 5966/? [44:35<00:00,  2.23it/s]
Epoch 0: |          | 5967/? [44:35<00:00,  2.23it/s]
Epoch 0: |          | 5967/? [44:35<00:00,  2.23it/s]
Epoch 0: |          | 5968/? [44:36<00:00,  2.23it/s]
Epoch 0: |          | 5968/? [44:36<00:00,  2.23it/s]
Epoch 0: |          | 5969/? [44:36<00:00,  2.23it/s]
Epoch 0: |          | 5969/? [44:36<00:00,  2.23it/s]
Epoch 0: |          | 5970/? [44:36<00:00,  2.23it/s]
Epoch 0: |          | 5970/? [44:36<00:00,  2.23it/s]
Epoch 0: |          | 5971/? [44:37<00:00,  2.23it/s]
Epoch 0: |          | 5971/? [44:37<00:00,  2.23it/s]
Epoch 0: |          | 5972/? [44:37<00:00,  2.23it/s]
Epoch 0: |          | 5972/? [44:37<00:00,  2.23it/s]
Epoch 0: |          | 5973/? [44:37<00:00,  2.23it/s]
Epoch 0: |          | 5973/? [44:37<00:00,  2.23it/s]
Epoch 0: |          | 5974/? [44:37<00:00,  2.23it/s]
Epoch 0: |          | 5974/? [44:37<00:00,  2.23it/s]
Epoch 0: |          | 5975/? [44:38<00:00,  2.23it/s]
Epoch 0: |          | 5975/? [44:38<00:00,  2.23it/s]
Epoch 0: |          | 5976/? [44:38<00:00,  2.23it/s]
Epoch 0: |          | 5976/? [44:38<00:00,  2.23it/s]
Epoch 0: |          | 5977/? [44:38<00:00,  2.23it/s]
Epoch 0: |          | 5977/? [44:38<00:00,  2.23it/s]
Epoch 0: |          | 5978/? [44:39<00:00,  2.23it/s]
Epoch 0: |          | 5978/? [44:39<00:00,  2.23it/s]
Epoch 0: |          | 5979/? [44:39<00:00,  2.23it/s]
Epoch 0: |          | 5979/? [44:39<00:00,  2.23it/s]
Epoch 0: |          | 5980/? [44:39<00:00,  2.23it/s]
Epoch 0: |          | 5980/? [44:39<00:00,  2.23it/s]
Epoch 0: |          | 5981/? [44:39<00:00,  2.23it/s]
Epoch 0: |          | 5981/? [44:39<00:00,  2.23it/s]
Epoch 0: |          | 5982/? [44:40<00:00,  2.23it/s]
Epoch 0: |          | 5982/? [44:40<00:00,  2.23it/s]
Epoch 0: |          | 5983/? [44:40<00:00,  2.23it/s]
Epoch 0: |          | 5983/? [44:40<00:00,  2.23it/s]
Epoch 0: |          | 5984/? [44:40<00:00,  2.23it/s]
Epoch 0: |          | 5984/? [44:40<00:00,  2.23it/s]
Epoch 0: |          | 5985/? [44:41<00:00,  2.23it/s]
Epoch 0: |          | 5985/? [44:41<00:00,  2.23it/s]
Epoch 0: |          | 5986/? [44:41<00:00,  2.23it/s]
Epoch 0: |          | 5986/? [44:41<00:00,  2.23it/s]
Epoch 0: |          | 5987/? [44:41<00:00,  2.23it/s]
Epoch 0: |          | 5987/? [44:41<00:00,  2.23it/s]
Epoch 0: |          | 5988/? [44:41<00:00,  2.23it/s]
Epoch 0: |          | 5988/? [44:41<00:00,  2.23it/s]
Epoch 0: |          | 5989/? [44:42<00:00,  2.23it/s]
Epoch 0: |          | 5989/? [44:42<00:00,  2.23it/s]
Epoch 0: |          | 5990/? [44:42<00:00,  2.23it/s]
Epoch 0: |          | 5990/? [44:42<00:00,  2.23it/s]
Epoch 0: |          | 5991/? [44:42<00:00,  2.23it/s]
Epoch 0: |          | 5991/? [44:42<00:00,  2.23it/s]
Epoch 0: |          | 5992/? [44:43<00:00,  2.23it/s]
Epoch 0: |          | 5992/? [44:43<00:00,  2.23it/s]
Epoch 0: |          | 5993/? [44:43<00:00,  2.23it/s]
Epoch 0: |          | 5993/? [44:43<00:00,  2.23it/s]
Epoch 0: |          | 5994/? [44:43<00:00,  2.23it/s]
Epoch 0: |          | 5994/? [44:43<00:00,  2.23it/s]
Epoch 0: |          | 5995/? [44:44<00:00,  2.23it/s]
Epoch 0: |          | 5995/? [44:44<00:00,  2.23it/s]
Epoch 0: |          | 5996/? [44:44<00:00,  2.23it/s]
Epoch 0: |          | 5996/? [44:44<00:00,  2.23it/s]
Epoch 0: |          | 5997/? [44:44<00:00,  2.23it/s]
Epoch 0: |          | 5997/? [44:44<00:00,  2.23it/s]
Epoch 0: |          | 5998/? [44:44<00:00,  2.23it/s]
Epoch 0: |          | 5998/? [44:44<00:00,  2.23it/s]
Epoch 0: |          | 5999/? [44:45<00:00,  2.23it/s]
Epoch 0: |          | 5999/? [44:45<00:00,  2.23it/s]
Epoch 0: |          | 6000/? [44:45<00:00,  2.23it/s]
Epoch 0: |          | 6000/? [44:45<00:00,  2.23it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.65it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.10it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.94it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.70it/s]

Epoch 0: |          | 6000/? [44:45<00:00,  2.23it/s]
Epoch 0: |          | 6001/? [44:46<00:00,  2.23it/s]
Epoch 0: |          | 6001/? [44:46<00:00,  2.23it/s]
Epoch 0: |          | 6002/? [44:46<00:00,  2.23it/s]
Epoch 0: |          | 6002/? [44:46<00:00,  2.23it/s]
Epoch 0: |          | 6003/? [44:46<00:00,  2.23it/s]
Epoch 0: |          | 6003/? [44:46<00:00,  2.23it/s]
Epoch 0: |          | 6004/? [44:46<00:00,  2.23it/s]
Epoch 0: |          | 6004/? [44:46<00:00,  2.23it/s]
Epoch 0: |          | 6005/? [44:47<00:00,  2.23it/s]
Epoch 0: |          | 6005/? [44:47<00:00,  2.23it/s]
Epoch 0: |          | 6006/? [44:47<00:00,  2.23it/s]
Epoch 0: |          | 6006/? [44:47<00:00,  2.23it/s]
Epoch 0: |          | 6007/? [44:47<00:00,  2.23it/s]
Epoch 0: |          | 6007/? [44:47<00:00,  2.23it/s]
Epoch 0: |          | 6008/? [44:48<00:00,  2.24it/s]
Epoch 0: |          | 6008/? [44:48<00:00,  2.24it/s]
Epoch 0: |          | 6009/? [44:48<00:00,  2.24it/s]
Epoch 0: |          | 6009/? [44:48<00:00,  2.24it/s]
Epoch 0: |          | 6010/? [44:48<00:00,  2.24it/s]
Epoch 0: |          | 6010/? [44:48<00:00,  2.24it/s]
Epoch 0: |          | 6011/? [44:48<00:00,  2.24it/s]
Epoch 0: |          | 6011/? [44:48<00:00,  2.24it/s]
Epoch 0: |          | 6012/? [44:49<00:00,  2.24it/s]
Epoch 0: |          | 6012/? [44:49<00:00,  2.24it/s]
Epoch 0: |          | 6013/? [44:49<00:00,  2.24it/s]
Epoch 0: |          | 6013/? [44:49<00:00,  2.24it/s]
Epoch 0: |          | 6014/? [44:49<00:00,  2.24it/s]
Epoch 0: |          | 6014/? [44:49<00:00,  2.24it/s]
Epoch 0: |          | 6015/? [44:50<00:00,  2.24it/s]
Epoch 0: |          | 6015/? [44:50<00:00,  2.24it/s]
Epoch 0: |          | 6016/? [44:50<00:00,  2.24it/s]
Epoch 0: |          | 6016/? [44:50<00:00,  2.24it/s]
Epoch 0: |          | 6017/? [44:50<00:00,  2.24it/s]
Epoch 0: |          | 6017/? [44:50<00:00,  2.24it/s]
Epoch 0: |          | 6018/? [44:51<00:00,  2.24it/s]
Epoch 0: |          | 6018/? [44:51<00:00,  2.24it/s]
Epoch 0: |          | 6019/? [44:51<00:00,  2.24it/s]
Epoch 0: |          | 6019/? [44:51<00:00,  2.24it/s]
Epoch 0: |          | 6020/? [44:51<00:00,  2.24it/s]
Epoch 0: |          | 6020/? [44:51<00:00,  2.24it/s]
Epoch 0: |          | 6021/? [44:51<00:00,  2.24it/s]
Epoch 0: |          | 6021/? [44:51<00:00,  2.24it/s]
Epoch 0: |          | 6022/? [44:52<00:00,  2.24it/s]
Epoch 0: |          | 6022/? [44:52<00:00,  2.24it/s]
Epoch 0: |          | 6023/? [44:52<00:00,  2.24it/s]
Epoch 0: |          | 6023/? [44:52<00:00,  2.24it/s]
Epoch 0: |          | 6024/? [44:52<00:00,  2.24it/s]
Epoch 0: |          | 6024/? [44:52<00:00,  2.24it/s]
Epoch 0: |          | 6025/? [44:53<00:00,  2.24it/s]
Epoch 0: |          | 6025/? [44:53<00:00,  2.24it/s]
Epoch 0: |          | 6026/? [44:53<00:00,  2.24it/s]
Epoch 0: |          | 6026/? [44:53<00:00,  2.24it/s]
Epoch 0: |          | 6027/? [44:53<00:00,  2.24it/s]
Epoch 0: |          | 6027/? [44:53<00:00,  2.24it/s]
Epoch 0: |          | 6028/? [44:54<00:00,  2.24it/s]
Epoch 0: |          | 6028/? [44:54<00:00,  2.24it/s]
Epoch 0: |          | 6029/? [44:54<00:00,  2.24it/s]
Epoch 0: |          | 6029/? [44:54<00:00,  2.24it/s]
Epoch 0: |          | 6030/? [44:54<00:00,  2.24it/s]
Epoch 0: |          | 6030/? [44:54<00:00,  2.24it/s]
Epoch 0: |          | 6031/? [44:54<00:00,  2.24it/s]
Epoch 0: |          | 6031/? [44:54<00:00,  2.24it/s]
Epoch 0: |          | 6032/? [44:55<00:00,  2.24it/s]
Epoch 0: |          | 6032/? [44:55<00:00,  2.24it/s]
Epoch 0: |          | 6033/? [44:55<00:00,  2.24it/s]
Epoch 0: |          | 6033/? [44:55<00:00,  2.24it/s]
Epoch 0: |          | 6034/? [44:55<00:00,  2.24it/s]
Epoch 0: |          | 6034/? [44:55<00:00,  2.24it/s]
Epoch 0: |          | 6035/? [44:56<00:00,  2.24it/s]
Epoch 0: |          | 6035/? [44:56<00:00,  2.24it/s]
Epoch 0: |          | 6036/? [44:56<00:00,  2.24it/s]
Epoch 0: |          | 6036/? [44:56<00:00,  2.24it/s]
Epoch 0: |          | 6037/? [44:56<00:00,  2.24it/s]
Epoch 0: |          | 6037/? [44:56<00:00,  2.24it/s]
Epoch 0: |          | 6038/? [44:57<00:00,  2.24it/s]
Epoch 0: |          | 6038/? [44:57<00:00,  2.24it/s]
Epoch 0: |          | 6039/? [44:57<00:00,  2.24it/s]
Epoch 0: |          | 6039/? [44:57<00:00,  2.24it/s]
Epoch 0: |          | 6040/? [44:57<00:00,  2.24it/s]
Epoch 0: |          | 6040/? [44:57<00:00,  2.24it/s]
Epoch 0: |          | 6041/? [44:57<00:00,  2.24it/s]
Epoch 0: |          | 6041/? [44:57<00:00,  2.24it/s]
Epoch 0: |          | 6042/? [44:58<00:00,  2.24it/s]
Epoch 0: |          | 6042/? [44:58<00:00,  2.24it/s]
Epoch 0: |          | 6043/? [44:58<00:00,  2.24it/s]
Epoch 0: |          | 6043/? [44:58<00:00,  2.24it/s]
Epoch 0: |          | 6044/? [44:58<00:00,  2.24it/s]
Epoch 0: |          | 6044/? [44:58<00:00,  2.24it/s]
Epoch 0: |          | 6045/? [44:59<00:00,  2.24it/s]
Epoch 0: |          | 6045/? [44:59<00:00,  2.24it/s]
Epoch 0: |          | 6046/? [44:59<00:00,  2.24it/s]
Epoch 0: |          | 6046/? [44:59<00:00,  2.24it/s]
Epoch 0: |          | 6047/? [44:59<00:00,  2.24it/s]
Epoch 0: |          | 6047/? [44:59<00:00,  2.24it/s]
Epoch 0: |          | 6048/? [45:00<00:00,  2.24it/s]
Epoch 0: |          | 6048/? [45:00<00:00,  2.24it/s]
Epoch 0: |          | 6049/? [45:00<00:00,  2.24it/s]
Epoch 0: |          | 6049/? [45:00<00:00,  2.24it/s]
Epoch 0: |          | 6050/? [45:00<00:00,  2.24it/s]
Epoch 0: |          | 6050/? [45:00<00:00,  2.24it/s]
Epoch 0: |          | 6051/? [45:00<00:00,  2.24it/s]
Epoch 0: |          | 6051/? [45:00<00:00,  2.24it/s]
Epoch 0: |          | 6052/? [45:01<00:00,  2.24it/s]
Epoch 0: |          | 6052/? [45:01<00:00,  2.24it/s]
Epoch 0: |          | 6053/? [45:01<00:00,  2.24it/s]
Epoch 0: |          | 6053/? [45:01<00:00,  2.24it/s]
Epoch 0: |          | 6054/? [45:01<00:00,  2.24it/s]
Epoch 0: |          | 6054/? [45:01<00:00,  2.24it/s]
Epoch 0: |          | 6055/? [45:02<00:00,  2.24it/s]
Epoch 0: |          | 6055/? [45:02<00:00,  2.24it/s]
Epoch 0: |          | 6056/? [45:02<00:00,  2.24it/s]
Epoch 0: |          | 6056/? [45:02<00:00,  2.24it/s]
Epoch 0: |          | 6057/? [45:02<00:00,  2.24it/s]
Epoch 0: |          | 6057/? [45:02<00:00,  2.24it/s]
Epoch 0: |          | 6058/? [45:02<00:00,  2.24it/s]
Epoch 0: |          | 6058/? [45:02<00:00,  2.24it/s]
Epoch 0: |          | 6059/? [45:03<00:00,  2.24it/s]
Epoch 0: |          | 6059/? [45:03<00:00,  2.24it/s]
Epoch 0: |          | 6060/? [45:03<00:00,  2.24it/s]
Epoch 0: |          | 6060/? [45:03<00:00,  2.24it/s]
Epoch 0: |          | 6061/? [45:03<00:00,  2.24it/s]
Epoch 0: |          | 6061/? [45:03<00:00,  2.24it/s]
Epoch 0: |          | 6062/? [45:04<00:00,  2.24it/s]
Epoch 0: |          | 6062/? [45:04<00:00,  2.24it/s]
Epoch 0: |          | 6063/? [45:04<00:00,  2.24it/s]
Epoch 0: |          | 6063/? [45:04<00:00,  2.24it/s]
Epoch 0: |          | 6064/? [45:04<00:00,  2.24it/s]
Epoch 0: |          | 6064/? [45:04<00:00,  2.24it/s]
Epoch 0: |          | 6065/? [45:04<00:00,  2.24it/s]
Epoch 0: |          | 6065/? [45:04<00:00,  2.24it/s]
Epoch 0: |          | 6066/? [45:05<00:00,  2.24it/s]
Epoch 0: |          | 6066/? [45:05<00:00,  2.24it/s]
Epoch 0: |          | 6067/? [45:05<00:00,  2.24it/s]
Epoch 0: |          | 6067/? [45:05<00:00,  2.24it/s]
Epoch 0: |          | 6068/? [45:05<00:00,  2.24it/s]
Epoch 0: |          | 6068/? [45:05<00:00,  2.24it/s]
Epoch 0: |          | 6069/? [45:06<00:00,  2.24it/s]
Epoch 0: |          | 6069/? [45:06<00:00,  2.24it/s]
Epoch 0: |          | 6070/? [45:06<00:00,  2.24it/s]
Epoch 0: |          | 6070/? [45:06<00:00,  2.24it/s]
Epoch 0: |          | 6071/? [45:06<00:00,  2.24it/s]
Epoch 0: |          | 6071/? [45:06<00:00,  2.24it/s]
Epoch 0: |          | 6072/? [45:07<00:00,  2.24it/s]
Epoch 0: |          | 6072/? [45:07<00:00,  2.24it/s]
Epoch 0: |          | 6073/? [45:07<00:00,  2.24it/s]
Epoch 0: |          | 6073/? [45:07<00:00,  2.24it/s]
Epoch 0: |          | 6074/? [45:07<00:00,  2.24it/s]
Epoch 0: |          | 6074/? [45:07<00:00,  2.24it/s]
Epoch 0: |          | 6075/? [45:07<00:00,  2.24it/s]
Epoch 0: |          | 6075/? [45:07<00:00,  2.24it/s]
Epoch 0: |          | 6076/? [45:08<00:00,  2.24it/s]
Epoch 0: |          | 6076/? [45:08<00:00,  2.24it/s]
Epoch 0: |          | 6077/? [45:08<00:00,  2.24it/s]
Epoch 0: |          | 6077/? [45:08<00:00,  2.24it/s]
Epoch 0: |          | 6078/? [45:08<00:00,  2.24it/s]
Epoch 0: |          | 6078/? [45:08<00:00,  2.24it/s]
Epoch 0: |          | 6079/? [45:09<00:00,  2.24it/s]
Epoch 0: |          | 6079/? [45:09<00:00,  2.24it/s]
Epoch 0: |          | 6080/? [45:09<00:00,  2.24it/s]
Epoch 0: |          | 6080/? [45:09<00:00,  2.24it/s]
Epoch 0: |          | 6081/? [45:09<00:00,  2.24it/s]
Epoch 0: |          | 6081/? [45:09<00:00,  2.24it/s]
Epoch 0: |          | 6082/? [45:09<00:00,  2.24it/s]
Epoch 0: |          | 6082/? [45:09<00:00,  2.24it/s]
Epoch 0: |          | 6083/? [45:10<00:00,  2.24it/s]
Epoch 0: |          | 6083/? [45:10<00:00,  2.24it/s]
Epoch 0: |          | 6084/? [45:10<00:00,  2.24it/s]
Epoch 0: |          | 6084/? [45:10<00:00,  2.24it/s]
Epoch 0: |          | 6085/? [45:10<00:00,  2.24it/s]
Epoch 0: |          | 6085/? [45:10<00:00,  2.24it/s]
Epoch 0: |          | 6086/? [45:11<00:00,  2.24it/s]
Epoch 0: |          | 6086/? [45:11<00:00,  2.24it/s]
Epoch 0: |          | 6087/? [45:11<00:00,  2.24it/s]
Epoch 0: |          | 6087/? [45:11<00:00,  2.24it/s]
Epoch 0: |          | 6088/? [45:11<00:00,  2.25it/s]
Epoch 0: |          | 6088/? [45:11<00:00,  2.25it/s]
Epoch 0: |          | 6089/? [45:11<00:00,  2.25it/s]
Epoch 0: |          | 6089/? [45:11<00:00,  2.25it/s]
Epoch 0: |          | 6090/? [45:12<00:00,  2.25it/s]
Epoch 0: |          | 6090/? [45:12<00:00,  2.25it/s]
Epoch 0: |          | 6091/? [45:12<00:00,  2.25it/s]
Epoch 0: |          | 6091/? [45:12<00:00,  2.25it/s]
Epoch 0: |          | 6092/? [45:12<00:00,  2.25it/s]
Epoch 0: |          | 6092/? [45:12<00:00,  2.25it/s]
Epoch 0: |          | 6093/? [45:13<00:00,  2.25it/s]
Epoch 0: |          | 6093/? [45:13<00:00,  2.25it/s]
Epoch 0: |          | 6094/? [45:13<00:00,  2.25it/s]
Epoch 0: |          | 6094/? [45:13<00:00,  2.25it/s]
Epoch 0: |          | 6095/? [45:13<00:00,  2.25it/s]
Epoch 0: |          | 6095/? [45:13<00:00,  2.25it/s]
Epoch 0: |          | 6096/? [45:13<00:00,  2.25it/s]
Epoch 0: |          | 6096/? [45:13<00:00,  2.25it/s]
Epoch 0: |          | 6097/? [45:14<00:00,  2.25it/s]
Epoch 0: |          | 6097/? [45:14<00:00,  2.25it/s]
Epoch 0: |          | 6098/? [45:14<00:00,  2.25it/s]
Epoch 0: |          | 6098/? [45:14<00:00,  2.25it/s]
Epoch 0: |          | 6099/? [45:14<00:00,  2.25it/s]
Epoch 0: |          | 6099/? [45:14<00:00,  2.25it/s]
Epoch 0: |          | 6100/? [45:15<00:00,  2.25it/s]
Epoch 0: |          | 6100/? [45:15<00:00,  2.25it/s]
Epoch 0: |          | 6101/? [45:15<00:00,  2.25it/s]
Epoch 0: |          | 6101/? [45:15<00:00,  2.25it/s]
Epoch 0: |          | 6102/? [45:15<00:00,  2.25it/s]
Epoch 0: |          | 6102/? [45:15<00:00,  2.25it/s]
Epoch 0: |          | 6103/? [45:16<00:00,  2.25it/s]
Epoch 0: |          | 6103/? [45:16<00:00,  2.25it/s]
Epoch 0: |          | 6104/? [45:16<00:00,  2.25it/s]
Epoch 0: |          | 6104/? [45:16<00:00,  2.25it/s]
Epoch 0: |          | 6105/? [45:16<00:00,  2.25it/s]
Epoch 0: |          | 6105/? [45:16<00:00,  2.25it/s]
Epoch 0: |          | 6106/? [45:16<00:00,  2.25it/s]
Epoch 0: |          | 6106/? [45:16<00:00,  2.25it/s]
Epoch 0: |          | 6107/? [45:17<00:00,  2.25it/s]
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Epoch 0: |          | 6113/? [45:18<00:00,  2.25it/s]
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Epoch 0: |          | 6114/? [45:19<00:00,  2.25it/s]
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Epoch 0: |          | 6128/? [45:23<00:00,  2.25it/s]
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Epoch 0: |          | 6138/? [45:26<00:00,  2.25it/s]
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Epoch 0: |          | 6142/? [45:27<00:00,  2.25it/s]
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Epoch 0: |          | 6155/? [45:31<00:00,  2.25it/s]
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Epoch 0: |          | 6158/? [45:32<00:00,  2.25it/s]
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Epoch 0: |          | 6159/? [45:32<00:00,  2.25it/s]
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Epoch 0: |          | 6160/? [45:32<00:00,  2.25it/s]
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Epoch 0: |          | 6162/? [45:33<00:00,  2.25it/s]
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Epoch 0: |          | 6165/? [45:34<00:00,  2.25it/s]
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Epoch 0: |          | 6166/? [45:34<00:00,  2.26it/s]
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Epoch 0: |          | 6167/? [45:34<00:00,  2.26it/s]
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Epoch 0: |          | 6168/? [45:34<00:00,  2.26it/s]
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Epoch 0: |          | 6169/? [45:35<00:00,  2.26it/s]
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Epoch 0: |          | 6170/? [45:35<00:00,  2.26it/s]
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Epoch 0: |          | 6171/? [45:35<00:00,  2.26it/s]
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Epoch 0: |          | 6172/? [45:36<00:00,  2.26it/s]
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Epoch 0: |          | 6173/? [45:36<00:00,  2.26it/s]
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Epoch 0: |          | 6174/? [45:36<00:00,  2.26it/s]
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Epoch 0: |          | 6176/? [45:37<00:00,  2.26it/s]
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Epoch 0: |          | 6177/? [45:37<00:00,  2.26it/s]
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Epoch 0: |          | 6178/? [45:37<00:00,  2.26it/s]
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Epoch 0: |          | 6179/? [45:38<00:00,  2.26it/s]
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Epoch 0: |          | 6180/? [45:38<00:00,  2.26it/s]
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Epoch 0: |          | 6181/? [45:38<00:00,  2.26it/s]
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Epoch 0: |          | 6182/? [45:38<00:00,  2.26it/s]
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Epoch 0: |          | 6183/? [45:39<00:00,  2.26it/s]
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Epoch 0: |          | 6184/? [45:39<00:00,  2.26it/s]
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Epoch 0: |          | 6186/? [45:40<00:00,  2.26it/s]
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Epoch 0: |          | 6190/? [45:41<00:00,  2.26it/s]
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Epoch 0: |          | 6192/? [45:41<00:00,  2.26it/s]
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Epoch 0: |          | 6198/? [45:43<00:00,  2.26it/s]
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Epoch 0: |          | 6199/? [45:43<00:00,  2.26it/s]
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Epoch 0: |          | 6200/? [45:44<00:00,  2.26it/s]
Epoch 0: |          | 6200/? [45:44<00:00,  2.26it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.91it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.71it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.81it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.55it/s]

Epoch 0: |          | 6200/? [45:44<00:00,  2.26it/s]
Epoch 0: |          | 6201/? [45:44<00:00,  2.26it/s]
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Epoch 0: |          | 6206/? [45:46<00:00,  2.26it/s]
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Epoch 0: |          | 6207/? [45:46<00:00,  2.26it/s]
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Epoch 0: |          | 6208/? [45:46<00:00,  2.26it/s]
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Epoch 0: |          | 6209/? [45:46<00:00,  2.26it/s]
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Epoch 0: |          | 6210/? [45:47<00:00,  2.26it/s]
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Epoch 0: |          | 6211/? [45:47<00:00,  2.26it/s]
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Epoch 0: |          | 6212/? [45:47<00:00,  2.26it/s]
Epoch 0: |          | 6212/? [45:47<00:00,  2.26it/s]
Epoch 0: |          | 6213/? [45:48<00:00,  2.26it/s]
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Epoch 0: |          | 6214/? [45:48<00:00,  2.26it/s]
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Epoch 0: |          | 6215/? [45:48<00:00,  2.26it/s]
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Epoch 0: |          | 6216/? [45:48<00:00,  2.26it/s]
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Epoch 0: |          | 6217/? [45:49<00:00,  2.26it/s]
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Epoch 0: |          | 6218/? [45:49<00:00,  2.26it/s]
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Epoch 0: |          | 6219/? [45:49<00:00,  2.26it/s]
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Epoch 0: |          | 6220/? [45:50<00:00,  2.26it/s]
Epoch 0: |          | 6220/? [45:50<00:00,  2.26it/s]
Epoch 0: |          | 6221/? [45:50<00:00,  2.26it/s]
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Epoch 0: |          | 6222/? [45:50<00:00,  2.26it/s]
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Epoch 0: |          | 6223/? [45:50<00:00,  2.26it/s]
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Epoch 0: |          | 6224/? [45:51<00:00,  2.26it/s]
Epoch 0: |          | 6224/? [45:51<00:00,  2.26it/s]
Epoch 0: |          | 6225/? [45:51<00:00,  2.26it/s]
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Epoch 0: |          | 6226/? [45:51<00:00,  2.26it/s]
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Epoch 0: |          | 6229/? [45:52<00:00,  2.26it/s]
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Epoch 0: |          | 6230/? [45:52<00:00,  2.26it/s]
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Epoch 0: |          | 6231/? [45:53<00:00,  2.26it/s]
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Epoch 0: |          | 6232/? [45:53<00:00,  2.26it/s]
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Epoch 0: |          | 6233/? [45:53<00:00,  2.26it/s]
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Epoch 0: |          | 6234/? [45:54<00:00,  2.26it/s]
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Epoch 0: |          | 6294/? [46:11<00:00,  2.27it/s]
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Epoch 0: |          | 6295/? [46:11<00:00,  2.27it/s]
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Epoch 0: |          | 6297/? [46:12<00:00,  2.27it/s]
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Epoch 0: |          | 6300/? [46:12<00:00,  2.27it/s]
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Epoch 0: |          | 6301/? [46:13<00:00,  2.27it/s]
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Epoch 0: |          | 6302/? [46:13<00:00,  2.27it/s]
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Epoch 0: |          | 6303/? [46:13<00:00,  2.27it/s]
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Epoch 0: |          | 6304/? [46:14<00:00,  2.27it/s]
Epoch 0: |          | 6304/? [46:14<00:00,  2.27it/s]
Epoch 0: |          | 6305/? [46:14<00:00,  2.27it/s]
Epoch 0: |          | 6305/? [46:14<00:00,  2.27it/s]
Epoch 0: |          | 6306/? [46:14<00:00,  2.27it/s]
Epoch 0: |          | 6306/? [46:14<00:00,  2.27it/s]
Epoch 0: |          | 6307/? [46:14<00:00,  2.27it/s]
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Epoch 0: |          | 6308/? [46:15<00:00,  2.27it/s]
Epoch 0: |          | 6308/? [46:15<00:00,  2.27it/s]
Epoch 0: |          | 6309/? [46:15<00:00,  2.27it/s]
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Epoch 0: |          | 6310/? [46:15<00:00,  2.27it/s]
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Epoch 0: |          | 6311/? [46:15<00:00,  2.27it/s]
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Epoch 0: |          | 6312/? [46:16<00:00,  2.27it/s]
Epoch 0: |          | 6312/? [46:16<00:00,  2.27it/s]
Epoch 0: |          | 6313/? [46:16<00:00,  2.27it/s]
Epoch 0: |          | 6313/? [46:16<00:00,  2.27it/s]
Epoch 0: |          | 6314/? [46:16<00:00,  2.27it/s]
Epoch 0: |          | 6314/? [46:16<00:00,  2.27it/s]
Epoch 0: |          | 6315/? [46:17<00:00,  2.27it/s]
Epoch 0: |          | 6315/? [46:17<00:00,  2.27it/s]
Epoch 0: |          | 6316/? [46:17<00:00,  2.27it/s]
Epoch 0: |          | 6316/? [46:17<00:00,  2.27it/s]
Epoch 0: |          | 6317/? [46:17<00:00,  2.27it/s]
Epoch 0: |          | 6317/? [46:17<00:00,  2.27it/s]
Epoch 0: |          | 6318/? [46:17<00:00,  2.27it/s]
Epoch 0: |          | 6318/? [46:17<00:00,  2.27it/s]
Epoch 0: |          | 6319/? [46:18<00:00,  2.27it/s]
Epoch 0: |          | 6319/? [46:18<00:00,  2.27it/s]
Epoch 0: |          | 6320/? [46:18<00:00,  2.27it/s]
Epoch 0: |          | 6320/? [46:18<00:00,  2.27it/s]
Epoch 0: |          | 6321/? [46:18<00:00,  2.27it/s]
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Epoch 0: |          | 6322/? [46:19<00:00,  2.27it/s]
Epoch 0: |          | 6322/? [46:19<00:00,  2.27it/s]
Epoch 0: |          | 6323/? [46:19<00:00,  2.27it/s]
Epoch 0: |          | 6323/? [46:19<00:00,  2.27it/s]
Epoch 0: |          | 6324/? [46:19<00:00,  2.28it/s]
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Epoch 0: |          | 6325/? [46:20<00:00,  2.28it/s]
Epoch 0: |          | 6325/? [46:20<00:00,  2.28it/s]
Epoch 0: |          | 6326/? [46:20<00:00,  2.28it/s]
Epoch 0: |          | 6326/? [46:20<00:00,  2.28it/s]
Epoch 0: |          | 6327/? [46:20<00:00,  2.28it/s]
Epoch 0: |          | 6327/? [46:20<00:00,  2.28it/s]
Epoch 0: |          | 6328/? [46:20<00:00,  2.28it/s]
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Epoch 0: |          | 6329/? [46:21<00:00,  2.28it/s]
Epoch 0: |          | 6329/? [46:21<00:00,  2.28it/s]
Epoch 0: |          | 6330/? [46:21<00:00,  2.28it/s]
Epoch 0: |          | 6330/? [46:21<00:00,  2.28it/s]
Epoch 0: |          | 6331/? [46:21<00:00,  2.28it/s]
Epoch 0: |          | 6331/? [46:21<00:00,  2.28it/s]
Epoch 0: |          | 6332/? [46:21<00:00,  2.28it/s]
Epoch 0: |          | 6332/? [46:21<00:00,  2.28it/s]
Epoch 0: |          | 6333/? [46:22<00:00,  2.28it/s]
Epoch 0: |          | 6333/? [46:22<00:00,  2.28it/s]
Epoch 0: |          | 6334/? [46:22<00:00,  2.28it/s]
Epoch 0: |          | 6334/? [46:22<00:00,  2.28it/s]
Epoch 0: |          | 6335/? [46:22<00:00,  2.28it/s]
Epoch 0: |          | 6335/? [46:22<00:00,  2.28it/s]
Epoch 0: |          | 6336/? [46:23<00:00,  2.28it/s]
Epoch 0: |          | 6336/? [46:23<00:00,  2.28it/s]
Epoch 0: |          | 6337/? [46:23<00:00,  2.28it/s]
Epoch 0: |          | 6337/? [46:23<00:00,  2.28it/s]
Epoch 0: |          | 6338/? [46:23<00:00,  2.28it/s]
Epoch 0: |          | 6338/? [46:23<00:00,  2.28it/s]
Epoch 0: |          | 6339/? [46:23<00:00,  2.28it/s]
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Epoch 0: |          | 6340/? [46:24<00:00,  2.28it/s]
Epoch 0: |          | 6340/? [46:24<00:00,  2.28it/s]
Epoch 0: |          | 6341/? [46:24<00:00,  2.28it/s]
Epoch 0: |          | 6341/? [46:24<00:00,  2.28it/s]
Epoch 0: |          | 6342/? [46:24<00:00,  2.28it/s]
Epoch 0: |          | 6342/? [46:24<00:00,  2.28it/s]
Epoch 0: |          | 6343/? [46:25<00:00,  2.28it/s]
Epoch 0: |          | 6343/? [46:25<00:00,  2.28it/s]
Epoch 0: |          | 6344/? [46:25<00:00,  2.28it/s]
Epoch 0: |          | 6344/? [46:25<00:00,  2.28it/s]
Epoch 0: |          | 6345/? [46:25<00:00,  2.28it/s]
Epoch 0: |          | 6345/? [46:25<00:00,  2.28it/s]
Epoch 0: |          | 6346/? [46:25<00:00,  2.28it/s]
Epoch 0: |          | 6346/? [46:25<00:00,  2.28it/s]
Epoch 0: |          | 6347/? [46:26<00:00,  2.28it/s]
Epoch 0: |          | 6347/? [46:26<00:00,  2.28it/s]
Epoch 0: |          | 6348/? [46:26<00:00,  2.28it/s]
Epoch 0: |          | 6348/? [46:26<00:00,  2.28it/s]
Epoch 0: |          | 6349/? [46:26<00:00,  2.28it/s]
Epoch 0: |          | 6349/? [46:26<00:00,  2.28it/s]
Epoch 0: |          | 6350/? [46:27<00:00,  2.28it/s]
Epoch 0: |          | 6350/? [46:27<00:00,  2.28it/s]
Epoch 0: |          | 6351/? [46:27<00:00,  2.28it/s]
Epoch 0: |          | 6351/? [46:27<00:00,  2.28it/s]
Epoch 0: |          | 6352/? [46:27<00:00,  2.28it/s]
Epoch 0: |          | 6352/? [46:27<00:00,  2.28it/s]
Epoch 0: |          | 6353/? [46:27<00:00,  2.28it/s]
Epoch 0: |          | 6353/? [46:27<00:00,  2.28it/s]
Epoch 0: |          | 6354/? [46:28<00:00,  2.28it/s]
Epoch 0: |          | 6354/? [46:28<00:00,  2.28it/s]
Epoch 0: |          | 6355/? [46:28<00:00,  2.28it/s]
Epoch 0: |          | 6355/? [46:28<00:00,  2.28it/s]
Epoch 0: |          | 6356/? [46:28<00:00,  2.28it/s]
Epoch 0: |          | 6356/? [46:28<00:00,  2.28it/s]
Epoch 0: |          | 6357/? [46:29<00:00,  2.28it/s]
Epoch 0: |          | 6357/? [46:29<00:00,  2.28it/s]
Epoch 0: |          | 6358/? [46:29<00:00,  2.28it/s]
Epoch 0: |          | 6358/? [46:29<00:00,  2.28it/s]
Epoch 0: |          | 6359/? [46:29<00:00,  2.28it/s]
Epoch 0: |          | 6359/? [46:29<00:00,  2.28it/s]
Epoch 0: |          | 6360/? [46:29<00:00,  2.28it/s]
Epoch 0: |          | 6360/? [46:29<00:00,  2.28it/s]
Epoch 0: |          | 6361/? [46:30<00:00,  2.28it/s]
Epoch 0: |          | 6361/? [46:30<00:00,  2.28it/s]
Epoch 0: |          | 6362/? [46:30<00:00,  2.28it/s]
Epoch 0: |          | 6362/? [46:30<00:00,  2.28it/s]
Epoch 0: |          | 6363/? [46:30<00:00,  2.28it/s]
Epoch 0: |          | 6363/? [46:30<00:00,  2.28it/s]
Epoch 0: |          | 6364/? [46:31<00:00,  2.28it/s]
Epoch 0: |          | 6364/? [46:31<00:00,  2.28it/s]
Epoch 0: |          | 6365/? [46:31<00:00,  2.28it/s]
Epoch 0: |          | 6365/? [46:31<00:00,  2.28it/s]
Epoch 0: |          | 6366/? [46:31<00:00,  2.28it/s]
Epoch 0: |          | 6366/? [46:31<00:00,  2.28it/s]
Epoch 0: |          | 6367/? [46:31<00:00,  2.28it/s]
Epoch 0: |          | 6367/? [46:31<00:00,  2.28it/s]
Epoch 0: |          | 6368/? [46:32<00:00,  2.28it/s]
Epoch 0: |          | 6368/? [46:32<00:00,  2.28it/s]
Epoch 0: |          | 6369/? [46:32<00:00,  2.28it/s]
Epoch 0: |          | 6369/? [46:32<00:00,  2.28it/s]
Epoch 0: |          | 6370/? [46:32<00:00,  2.28it/s]
Epoch 0: |          | 6370/? [46:32<00:00,  2.28it/s]
Epoch 0: |          | 6371/? [46:33<00:00,  2.28it/s]
Epoch 0: |          | 6371/? [46:33<00:00,  2.28it/s]
Epoch 0: |          | 6372/? [46:33<00:00,  2.28it/s]
Epoch 0: |          | 6372/? [46:33<00:00,  2.28it/s]
Epoch 0: |          | 6373/? [46:33<00:00,  2.28it/s]
Epoch 0: |          | 6373/? [46:33<00:00,  2.28it/s]
Epoch 0: |          | 6374/? [46:33<00:00,  2.28it/s]
Epoch 0: |          | 6374/? [46:33<00:00,  2.28it/s]
Epoch 0: |          | 6375/? [46:34<00:00,  2.28it/s]
Epoch 0: |          | 6375/? [46:34<00:00,  2.28it/s]
Epoch 0: |          | 6376/? [46:34<00:00,  2.28it/s]
Epoch 0: |          | 6376/? [46:34<00:00,  2.28it/s]
Epoch 0: |          | 6377/? [46:34<00:00,  2.28it/s]
Epoch 0: |          | 6377/? [46:34<00:00,  2.28it/s]
Epoch 0: |          | 6378/? [46:35<00:00,  2.28it/s]
Epoch 0: |          | 6378/? [46:35<00:00,  2.28it/s]
Epoch 0: |          | 6379/? [46:35<00:00,  2.28it/s]
Epoch 0: |          | 6379/? [46:35<00:00,  2.28it/s]
Epoch 0: |          | 6380/? [46:35<00:00,  2.28it/s]
Epoch 0: |          | 6380/? [46:35<00:00,  2.28it/s]
Epoch 0: |          | 6381/? [46:35<00:00,  2.28it/s]
Epoch 0: |          | 6381/? [46:35<00:00,  2.28it/s]
Epoch 0: |          | 6382/? [46:36<00:00,  2.28it/s]
Epoch 0: |          | 6382/? [46:36<00:00,  2.28it/s]
Epoch 0: |          | 6383/? [46:36<00:00,  2.28it/s]
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Epoch 0: |          | 6384/? [46:36<00:00,  2.28it/s]
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Epoch 0: |          | 6385/? [46:37<00:00,  2.28it/s]
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Epoch 0: |          | 6386/? [46:37<00:00,  2.28it/s]
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Epoch 0: |          | 6388/? [46:37<00:00,  2.28it/s]
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Epoch 0: |          | 6389/? [46:38<00:00,  2.28it/s]
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Epoch 0: |          | 6390/? [46:38<00:00,  2.28it/s]
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Epoch 0: |          | 6391/? [46:38<00:00,  2.28it/s]
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Epoch 0: |          | 6392/? [46:39<00:00,  2.28it/s]
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Epoch 0: |          | 6393/? [46:39<00:00,  2.28it/s]
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Epoch 0: |          | 6396/? [46:40<00:00,  2.28it/s]
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Epoch 0: |          | 6397/? [46:40<00:00,  2.28it/s]
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Epoch 0: |          | 6398/? [46:40<00:00,  2.28it/s]
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Epoch 0: |          | 6399/? [46:41<00:00,  2.28it/s]
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Epoch 0: |          | 6400/? [46:41<00:00,  2.28it/s]
Epoch 0: |          | 6400/? [46:41<00:00,  2.28it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.65it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.31it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.42it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.75it/s]

Epoch 0: |          | 6400/? [46:41<00:00,  2.28it/s]
Epoch 0: |          | 6401/? [46:41<00:00,  2.28it/s]
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Epoch 0: |          | 6402/? [46:42<00:00,  2.28it/s]
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Epoch 0: |          | 6403/? [46:42<00:00,  2.28it/s]
Epoch 0: |          | 6403/? [46:42<00:00,  2.28it/s]
Epoch 0: |          | 6404/? [46:42<00:00,  2.28it/s]
Epoch 0: |          | 6404/? [46:42<00:00,  2.28it/s]
Epoch 0: |          | 6405/? [46:43<00:00,  2.29it/s]
Epoch 0: |          | 6405/? [46:43<00:00,  2.29it/s]
Epoch 0: |          | 6406/? [46:43<00:00,  2.29it/s]
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Epoch 0: |          | 6407/? [46:43<00:00,  2.29it/s]
Epoch 0: |          | 6407/? [46:43<00:00,  2.29it/s]
Epoch 0: |          | 6408/? [46:43<00:00,  2.29it/s]
Epoch 0: |          | 6408/? [46:43<00:00,  2.29it/s]
Epoch 0: |          | 6409/? [46:44<00:00,  2.29it/s]
Epoch 0: |          | 6409/? [46:44<00:00,  2.29it/s]
Epoch 0: |          | 6410/? [46:44<00:00,  2.29it/s]
Epoch 0: |          | 6410/? [46:44<00:00,  2.29it/s]
Epoch 0: |          | 6411/? [46:44<00:00,  2.29it/s]
Epoch 0: |          | 6411/? [46:44<00:00,  2.29it/s]
Epoch 0: |          | 6412/? [46:45<00:00,  2.29it/s]
Epoch 0: |          | 6412/? [46:45<00:00,  2.29it/s]
Epoch 0: |          | 6413/? [46:45<00:00,  2.29it/s]
Epoch 0: |          | 6413/? [46:45<00:00,  2.29it/s]
Epoch 0: |          | 6414/? [46:45<00:00,  2.29it/s]
Epoch 0: |          | 6414/? [46:45<00:00,  2.29it/s]
Epoch 0: |          | 6415/? [46:45<00:00,  2.29it/s]
Epoch 0: |          | 6415/? [46:45<00:00,  2.29it/s]
Epoch 0: |          | 6416/? [46:46<00:00,  2.29it/s]
Epoch 0: |          | 6416/? [46:46<00:00,  2.29it/s]
Epoch 0: |          | 6417/? [46:46<00:00,  2.29it/s]
Epoch 0: |          | 6417/? [46:46<00:00,  2.29it/s]
Epoch 0: |          | 6418/? [46:46<00:00,  2.29it/s]
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Epoch 0: |          | 6419/? [46:47<00:00,  2.29it/s]
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Epoch 0: |          | 6420/? [46:47<00:00,  2.29it/s]
Epoch 0: |          | 6420/? [46:47<00:00,  2.29it/s]
Epoch 0: |          | 6421/? [46:47<00:00,  2.29it/s]
Epoch 0: |          | 6421/? [46:47<00:00,  2.29it/s]
Epoch 0: |          | 6422/? [46:47<00:00,  2.29it/s]
Epoch 0: |          | 6422/? [46:47<00:00,  2.29it/s]
Epoch 0: |          | 6423/? [46:48<00:00,  2.29it/s]
Epoch 0: |          | 6423/? [46:48<00:00,  2.29it/s]
Epoch 0: |          | 6424/? [46:48<00:00,  2.29it/s]
Epoch 0: |          | 6424/? [46:48<00:00,  2.29it/s]
Epoch 0: |          | 6425/? [46:48<00:00,  2.29it/s]
Epoch 0: |          | 6425/? [46:48<00:00,  2.29it/s]
Epoch 0: |          | 6426/? [46:49<00:00,  2.29it/s]
Epoch 0: |          | 6426/? [46:49<00:00,  2.29it/s]
Epoch 0: |          | 6427/? [46:49<00:00,  2.29it/s]
Epoch 0: |          | 6427/? [46:49<00:00,  2.29it/s]
Epoch 0: |          | 6428/? [46:49<00:00,  2.29it/s]
Epoch 0: |          | 6428/? [46:49<00:00,  2.29it/s]
Epoch 0: |          | 6429/? [46:49<00:00,  2.29it/s]
Epoch 0: |          | 6429/? [46:49<00:00,  2.29it/s]
Epoch 0: |          | 6430/? [46:50<00:00,  2.29it/s]
Epoch 0: |          | 6430/? [46:50<00:00,  2.29it/s]
Epoch 0: |          | 6431/? [46:50<00:00,  2.29it/s]
Epoch 0: |          | 6431/? [46:50<00:00,  2.29it/s]
Epoch 0: |          | 6432/? [46:50<00:00,  2.29it/s]
Epoch 0: |          | 6432/? [46:50<00:00,  2.29it/s]
Epoch 0: |          | 6433/? [46:51<00:00,  2.29it/s]
Epoch 0: |          | 6433/? [46:51<00:00,  2.29it/s]
Epoch 0: |          | 6434/? [46:51<00:00,  2.29it/s]
Epoch 0: |          | 6434/? [46:51<00:00,  2.29it/s]
Epoch 0: |          | 6435/? [46:51<00:00,  2.29it/s]
Epoch 0: |          | 6435/? [46:51<00:00,  2.29it/s]
Epoch 0: |          | 6436/? [46:51<00:00,  2.29it/s]
Epoch 0: |          | 6436/? [46:51<00:00,  2.29it/s]
Epoch 0: |          | 6437/? [46:52<00:00,  2.29it/s]
Epoch 0: |          | 6437/? [46:52<00:00,  2.29it/s]
Epoch 0: |          | 6438/? [46:52<00:00,  2.29it/s]
Epoch 0: |          | 6438/? [46:52<00:00,  2.29it/s]
Epoch 0: |          | 6439/? [46:52<00:00,  2.29it/s]
Epoch 0: |          | 6439/? [46:52<00:00,  2.29it/s]
Epoch 0: |          | 6440/? [46:53<00:00,  2.29it/s]
Epoch 0: |          | 6440/? [46:53<00:00,  2.29it/s]
Epoch 0: |          | 6441/? [46:53<00:00,  2.29it/s]
Epoch 0: |          | 6441/? [46:53<00:00,  2.29it/s]
Epoch 0: |          | 6442/? [46:53<00:00,  2.29it/s]
Epoch 0: |          | 6442/? [46:53<00:00,  2.29it/s]
Epoch 0: |          | 6443/? [46:53<00:00,  2.29it/s]
Epoch 0: |          | 6443/? [46:53<00:00,  2.29it/s]
Epoch 0: |          | 6444/? [46:54<00:00,  2.29it/s]
Epoch 0: |          | 6444/? [46:54<00:00,  2.29it/s]
Epoch 0: |          | 6445/? [46:54<00:00,  2.29it/s]
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Epoch 0: |          | 6446/? [46:54<00:00,  2.29it/s]
Epoch 0: |          | 6446/? [46:54<00:00,  2.29it/s]
Epoch 0: |          | 6447/? [46:54<00:00,  2.29it/s]
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Epoch 0: |          | 6448/? [46:55<00:00,  2.29it/s]
Epoch 0: |          | 6448/? [46:55<00:00,  2.29it/s]
Epoch 0: |          | 6449/? [46:55<00:00,  2.29it/s]
Epoch 0: |          | 6449/? [46:55<00:00,  2.29it/s]
Epoch 0: |          | 6450/? [46:55<00:00,  2.29it/s]
Epoch 0: |          | 6450/? [46:55<00:00,  2.29it/s]
Epoch 0: |          | 6451/? [46:56<00:00,  2.29it/s]
Epoch 0: |          | 6451/? [46:56<00:00,  2.29it/s]
Epoch 0: |          | 6452/? [46:56<00:00,  2.29it/s]
Epoch 0: |          | 6452/? [46:56<00:00,  2.29it/s]
Epoch 0: |          | 6453/? [46:56<00:00,  2.29it/s]
Epoch 0: |          | 6453/? [46:56<00:00,  2.29it/s]
Epoch 0: |          | 6454/? [46:56<00:00,  2.29it/s]
Epoch 0: |          | 6454/? [46:56<00:00,  2.29it/s]
Epoch 0: |          | 6455/? [46:57<00:00,  2.29it/s]
Epoch 0: |          | 6455/? [46:57<00:00,  2.29it/s]
Epoch 0: |          | 6456/? [46:57<00:00,  2.29it/s]
Epoch 0: |          | 6456/? [46:57<00:00,  2.29it/s]
Epoch 0: |          | 6457/? [46:57<00:00,  2.29it/s]
Epoch 0: |          | 6457/? [46:57<00:00,  2.29it/s]
Epoch 0: |          | 6458/? [46:58<00:00,  2.29it/s]
Epoch 0: |          | 6458/? [46:58<00:00,  2.29it/s]
Epoch 0: |          | 6459/? [46:58<00:00,  2.29it/s]
Epoch 0: |          | 6459/? [46:58<00:00,  2.29it/s]
Epoch 0: |          | 6460/? [46:58<00:00,  2.29it/s]
Epoch 0: |          | 6460/? [46:58<00:00,  2.29it/s]
Epoch 0: |          | 6461/? [46:58<00:00,  2.29it/s]
Epoch 0: |          | 6461/? [46:58<00:00,  2.29it/s]
Epoch 0: |          | 6462/? [46:59<00:00,  2.29it/s]
Epoch 0: |          | 6462/? [46:59<00:00,  2.29it/s]
Epoch 0: |          | 6463/? [46:59<00:00,  2.29it/s]
Epoch 0: |          | 6463/? [46:59<00:00,  2.29it/s]
Epoch 0: |          | 6464/? [46:59<00:00,  2.29it/s]
Epoch 0: |          | 6464/? [46:59<00:00,  2.29it/s]
Epoch 0: |          | 6465/? [47:00<00:00,  2.29it/s]
Epoch 0: |          | 6465/? [47:00<00:00,  2.29it/s]
Epoch 0: |          | 6466/? [47:00<00:00,  2.29it/s]
Epoch 0: |          | 6466/? [47:00<00:00,  2.29it/s]
Epoch 0: |          | 6467/? [47:00<00:00,  2.29it/s]
Epoch 0: |          | 6467/? [47:00<00:00,  2.29it/s]
Epoch 0: |          | 6468/? [47:00<00:00,  2.29it/s]
Epoch 0: |          | 6468/? [47:00<00:00,  2.29it/s]
Epoch 0: |          | 6469/? [47:01<00:00,  2.29it/s]
Epoch 0: |          | 6469/? [47:01<00:00,  2.29it/s]
Epoch 0: |          | 6470/? [47:01<00:00,  2.29it/s]
Epoch 0: |          | 6470/? [47:01<00:00,  2.29it/s]
Epoch 0: |          | 6471/? [47:01<00:00,  2.29it/s]
Epoch 0: |          | 6471/? [47:01<00:00,  2.29it/s]
Epoch 0: |          | 6472/? [47:02<00:00,  2.29it/s]
Epoch 0: |          | 6472/? [47:02<00:00,  2.29it/s]
Epoch 0: |          | 6473/? [47:02<00:00,  2.29it/s]
Epoch 0: |          | 6473/? [47:02<00:00,  2.29it/s]
Epoch 0: |          | 6474/? [47:02<00:00,  2.29it/s]
Epoch 0: |          | 6474/? [47:02<00:00,  2.29it/s]
Epoch 0: |          | 6475/? [47:02<00:00,  2.29it/s]
Epoch 0: |          | 6475/? [47:02<00:00,  2.29it/s]
Epoch 0: |          | 6476/? [47:03<00:00,  2.29it/s]
Epoch 0: |          | 6476/? [47:03<00:00,  2.29it/s]
Epoch 0: |          | 6477/? [47:03<00:00,  2.29it/s]
Epoch 0: |          | 6477/? [47:03<00:00,  2.29it/s]
Epoch 0: |          | 6478/? [47:03<00:00,  2.29it/s]
Epoch 0: |          | 6478/? [47:03<00:00,  2.29it/s]
Epoch 0: |          | 6479/? [47:04<00:00,  2.29it/s]
Epoch 0: |          | 6479/? [47:04<00:00,  2.29it/s]
Epoch 0: |          | 6480/? [47:04<00:00,  2.29it/s]
Epoch 0: |          | 6480/? [47:04<00:00,  2.29it/s]
Epoch 0: |          | 6481/? [47:04<00:00,  2.29it/s]
Epoch 0: |          | 6481/? [47:04<00:00,  2.29it/s]
Epoch 0: |          | 6482/? [47:04<00:00,  2.29it/s]
Epoch 0: |          | 6482/? [47:04<00:00,  2.29it/s]
Epoch 0: |          | 6483/? [47:05<00:00,  2.29it/s]
Epoch 0: |          | 6483/? [47:05<00:00,  2.29it/s]
Epoch 0: |          | 6484/? [47:05<00:00,  2.29it/s]
Epoch 0: |          | 6484/? [47:05<00:00,  2.29it/s]
Epoch 0: |          | 6485/? [47:05<00:00,  2.29it/s]
Epoch 0: |          | 6485/? [47:05<00:00,  2.29it/s]
Epoch 0: |          | 6486/? [47:06<00:00,  2.30it/s]
Epoch 0: |          | 6486/? [47:06<00:00,  2.30it/s]
Epoch 0: |          | 6487/? [47:06<00:00,  2.30it/s]
Epoch 0: |          | 6487/? [47:06<00:00,  2.30it/s]
Epoch 0: |          | 6488/? [47:06<00:00,  2.30it/s]
Epoch 0: |          | 6488/? [47:06<00:00,  2.30it/s]
Epoch 0: |          | 6489/? [47:06<00:00,  2.30it/s]
Epoch 0: |          | 6489/? [47:06<00:00,  2.30it/s]
Epoch 0: |          | 6490/? [47:07<00:00,  2.30it/s]
Epoch 0: |          | 6490/? [47:07<00:00,  2.30it/s]
Epoch 0: |          | 6491/? [47:07<00:00,  2.30it/s]
Epoch 0: |          | 6491/? [47:07<00:00,  2.30it/s]
Epoch 0: |          | 6492/? [47:07<00:00,  2.30it/s]
Epoch 0: |          | 6492/? [47:07<00:00,  2.30it/s]
Epoch 0: |          | 6493/? [47:07<00:00,  2.30it/s]
Epoch 0: |          | 6493/? [47:07<00:00,  2.30it/s]
Epoch 0: |          | 6494/? [47:08<00:00,  2.30it/s]
Epoch 0: |          | 6494/? [47:08<00:00,  2.30it/s]
Epoch 0: |          | 6495/? [47:08<00:00,  2.30it/s]
Epoch 0: |          | 6495/? [47:08<00:00,  2.30it/s]
Epoch 0: |          | 6496/? [47:08<00:00,  2.30it/s]
Epoch 0: |          | 6496/? [47:08<00:00,  2.30it/s]
Epoch 0: |          | 6497/? [47:09<00:00,  2.30it/s]
Epoch 0: |          | 6497/? [47:09<00:00,  2.30it/s]
Epoch 0: |          | 6498/? [47:09<00:00,  2.30it/s]
Epoch 0: |          | 6498/? [47:09<00:00,  2.30it/s]
Epoch 0: |          | 6499/? [47:09<00:00,  2.30it/s]
Epoch 0: |          | 6499/? [47:09<00:00,  2.30it/s]
Epoch 0: |          | 6500/? [47:09<00:00,  2.30it/s]
Epoch 0: |          | 6500/? [47:09<00:00,  2.30it/s]
Epoch 0: |          | 6501/? [47:10<00:00,  2.30it/s]
Epoch 0: |          | 6501/? [47:10<00:00,  2.30it/s]
Epoch 0: |          | 6502/? [47:10<00:00,  2.30it/s]
Epoch 0: |          | 6502/? [47:10<00:00,  2.30it/s]
Epoch 0: |          | 6503/? [47:10<00:00,  2.30it/s]
Epoch 0: |          | 6503/? [47:10<00:00,  2.30it/s]
Epoch 0: |          | 6504/? [47:11<00:00,  2.30it/s]
Epoch 0: |          | 6504/? [47:11<00:00,  2.30it/s]
Epoch 0: |          | 6505/? [47:11<00:00,  2.30it/s]
Epoch 0: |          | 6505/? [47:11<00:00,  2.30it/s]
Epoch 0: |          | 6506/? [47:11<00:00,  2.30it/s]
Epoch 0: |          | 6506/? [47:11<00:00,  2.30it/s]
Epoch 0: |          | 6507/? [47:11<00:00,  2.30it/s]
Epoch 0: |          | 6507/? [47:11<00:00,  2.30it/s]
Epoch 0: |          | 6508/? [47:12<00:00,  2.30it/s]
Epoch 0: |          | 6508/? [47:12<00:00,  2.30it/s]
Epoch 0: |          | 6509/? [47:12<00:00,  2.30it/s]
Epoch 0: |          | 6509/? [47:12<00:00,  2.30it/s]
Epoch 0: |          | 6510/? [47:12<00:00,  2.30it/s]
Epoch 0: |          | 6510/? [47:12<00:00,  2.30it/s]
Epoch 0: |          | 6511/? [47:13<00:00,  2.30it/s]
Epoch 0: |          | 6511/? [47:13<00:00,  2.30it/s]
Epoch 0: |          | 6512/? [47:13<00:00,  2.30it/s]
Epoch 0: |          | 6512/? [47:13<00:00,  2.30it/s]
Epoch 0: |          | 6513/? [47:13<00:00,  2.30it/s]
Epoch 0: |          | 6513/? [47:13<00:00,  2.30it/s]
Epoch 0: |          | 6514/? [47:13<00:00,  2.30it/s]
Epoch 0: |          | 6514/? [47:13<00:00,  2.30it/s]
Epoch 0: |          | 6515/? [47:14<00:00,  2.30it/s]
Epoch 0: |          | 6515/? [47:14<00:00,  2.30it/s]
Epoch 0: |          | 6516/? [47:14<00:00,  2.30it/s]
Epoch 0: |          | 6516/? [47:14<00:00,  2.30it/s]
Epoch 0: |          | 6517/? [47:14<00:00,  2.30it/s]
Epoch 0: |          | 6517/? [47:14<00:00,  2.30it/s]
Epoch 0: |          | 6518/? [47:15<00:00,  2.30it/s]
Epoch 0: |          | 6518/? [47:15<00:00,  2.30it/s]
Epoch 0: |          | 6519/? [47:15<00:00,  2.30it/s]
Epoch 0: |          | 6519/? [47:15<00:00,  2.30it/s]
Epoch 0: |          | 6520/? [47:15<00:00,  2.30it/s]
Epoch 0: |          | 6520/? [47:15<00:00,  2.30it/s]
Epoch 0: |          | 6521/? [47:15<00:00,  2.30it/s]
Epoch 0: |          | 6521/? [47:15<00:00,  2.30it/s]
Epoch 0: |          | 6522/? [47:16<00:00,  2.30it/s]
Epoch 0: |          | 6522/? [47:16<00:00,  2.30it/s]
Epoch 0: |          | 6523/? [47:16<00:00,  2.30it/s]
Epoch 0: |          | 6523/? [47:16<00:00,  2.30it/s]
Epoch 0: |          | 6524/? [47:16<00:00,  2.30it/s]
Epoch 0: |          | 6524/? [47:16<00:00,  2.30it/s]
Epoch 0: |          | 6525/? [47:17<00:00,  2.30it/s]
Epoch 0: |          | 6525/? [47:17<00:00,  2.30it/s]
Epoch 0: |          | 6526/? [47:17<00:00,  2.30it/s]
Epoch 0: |          | 6526/? [47:17<00:00,  2.30it/s]
Epoch 0: |          | 6527/? [47:17<00:00,  2.30it/s]
Epoch 0: |          | 6527/? [47:17<00:00,  2.30it/s]
Epoch 0: |          | 6528/? [47:17<00:00,  2.30it/s]
Epoch 0: |          | 6528/? [47:17<00:00,  2.30it/s]
Epoch 0: |          | 6529/? [47:18<00:00,  2.30it/s]
Epoch 0: |          | 6529/? [47:18<00:00,  2.30it/s]
Epoch 0: |          | 6530/? [47:18<00:00,  2.30it/s]
Epoch 0: |          | 6530/? [47:18<00:00,  2.30it/s]
Epoch 0: |          | 6531/? [47:18<00:00,  2.30it/s]
Epoch 0: |          | 6531/? [47:18<00:00,  2.30it/s]
Epoch 0: |          | 6532/? [47:19<00:00,  2.30it/s]
Epoch 0: |          | 6532/? [47:19<00:00,  2.30it/s]
Epoch 0: |          | 6533/? [47:19<00:00,  2.30it/s]
Epoch 0: |          | 6533/? [47:19<00:00,  2.30it/s]
Epoch 0: |          | 6534/? [47:19<00:00,  2.30it/s]
Epoch 0: |          | 6534/? [47:19<00:00,  2.30it/s]
Epoch 0: |          | 6535/? [47:19<00:00,  2.30it/s]
Epoch 0: |          | 6535/? [47:19<00:00,  2.30it/s]
Epoch 0: |          | 6536/? [47:20<00:00,  2.30it/s]
Epoch 0: |          | 6536/? [47:20<00:00,  2.30it/s]
Epoch 0: |          | 6537/? [47:20<00:00,  2.30it/s]
Epoch 0: |          | 6537/? [47:20<00:00,  2.30it/s]
Epoch 0: |          | 6538/? [47:20<00:00,  2.30it/s]
Epoch 0: |          | 6538/? [47:20<00:00,  2.30it/s]
Epoch 0: |          | 6539/? [47:21<00:00,  2.30it/s]
Epoch 0: |          | 6539/? [47:21<00:00,  2.30it/s]
Epoch 0: |          | 6540/? [47:21<00:00,  2.30it/s]
Epoch 0: |          | 6540/? [47:21<00:00,  2.30it/s]
Epoch 0: |          | 6541/? [47:21<00:00,  2.30it/s]
Epoch 0: |          | 6541/? [47:21<00:00,  2.30it/s]
Epoch 0: |          | 6542/? [47:21<00:00,  2.30it/s]
Epoch 0: |          | 6542/? [47:21<00:00,  2.30it/s]
Epoch 0: |          | 6543/? [47:22<00:00,  2.30it/s]
Epoch 0: |          | 6543/? [47:22<00:00,  2.30it/s]
Epoch 0: |          | 6544/? [47:22<00:00,  2.30it/s]
Epoch 0: |          | 6544/? [47:22<00:00,  2.30it/s]
Epoch 0: |          | 6545/? [47:22<00:00,  2.30it/s]
Epoch 0: |          | 6545/? [47:22<00:00,  2.30it/s]
Epoch 0: |          | 6546/? [47:23<00:00,  2.30it/s]
Epoch 0: |          | 6546/? [47:23<00:00,  2.30it/s]
Epoch 0: |          | 6547/? [47:23<00:00,  2.30it/s]
Epoch 0: |          | 6547/? [47:23<00:00,  2.30it/s]
Epoch 0: |          | 6548/? [47:23<00:00,  2.30it/s]
Epoch 0: |          | 6548/? [47:23<00:00,  2.30it/s]
Epoch 0: |          | 6549/? [47:23<00:00,  2.30it/s]
Epoch 0: |          | 6549/? [47:23<00:00,  2.30it/s]
Epoch 0: |          | 6550/? [47:24<00:00,  2.30it/s]
Epoch 0: |          | 6550/? [47:24<00:00,  2.30it/s]
Epoch 0: |          | 6551/? [47:24<00:00,  2.30it/s]
Epoch 0: |          | 6551/? [47:24<00:00,  2.30it/s]
Epoch 0: |          | 6552/? [47:24<00:00,  2.30it/s]
Epoch 0: |          | 6552/? [47:24<00:00,  2.30it/s]
Epoch 0: |          | 6553/? [47:25<00:00,  2.30it/s]
Epoch 0: |          | 6553/? [47:25<00:00,  2.30it/s]
Epoch 0: |          | 6554/? [47:25<00:00,  2.30it/s]
Epoch 0: |          | 6554/? [47:25<00:00,  2.30it/s]
Epoch 0: |          | 6555/? [47:25<00:00,  2.30it/s]
Epoch 0: |          | 6555/? [47:25<00:00,  2.30it/s]
Epoch 0: |          | 6556/? [47:25<00:00,  2.30it/s]
Epoch 0: |          | 6556/? [47:25<00:00,  2.30it/s]
Epoch 0: |          | 6557/? [47:26<00:00,  2.30it/s]
Epoch 0: |          | 6557/? [47:26<00:00,  2.30it/s]
Epoch 0: |          | 6558/? [47:26<00:00,  2.30it/s]
Epoch 0: |          | 6558/? [47:26<00:00,  2.30it/s]
Epoch 0: |          | 6559/? [47:26<00:00,  2.30it/s]
Epoch 0: |          | 6559/? [47:26<00:00,  2.30it/s]
Epoch 0: |          | 6560/? [47:27<00:00,  2.30it/s]
Epoch 0: |          | 6560/? [47:27<00:00,  2.30it/s]
Epoch 0: |          | 6561/? [47:27<00:00,  2.30it/s]
Epoch 0: |          | 6561/? [47:27<00:00,  2.30it/s]
Epoch 0: |          | 6562/? [47:27<00:00,  2.30it/s]
Epoch 0: |          | 6562/? [47:27<00:00,  2.30it/s]
Epoch 0: |          | 6563/? [47:27<00:00,  2.30it/s]
Epoch 0: |          | 6563/? [47:27<00:00,  2.30it/s]
Epoch 0: |          | 6564/? [47:28<00:00,  2.30it/s]
Epoch 0: |          | 6564/? [47:28<00:00,  2.30it/s]
Epoch 0: |          | 6565/? [47:28<00:00,  2.30it/s]
Epoch 0: |          | 6565/? [47:28<00:00,  2.30it/s]
Epoch 0: |          | 6566/? [47:28<00:00,  2.30it/s]
Epoch 0: |          | 6566/? [47:28<00:00,  2.30it/s]
Epoch 0: |          | 6567/? [47:28<00:00,  2.31it/s]
Epoch 0: |          | 6567/? [47:28<00:00,  2.31it/s]
Epoch 0: |          | 6568/? [47:29<00:00,  2.31it/s]
Epoch 0: |          | 6568/? [47:29<00:00,  2.31it/s]
Epoch 0: |          | 6569/? [47:29<00:00,  2.31it/s]
Epoch 0: |          | 6569/? [47:29<00:00,  2.31it/s]
Epoch 0: |          | 6570/? [47:29<00:00,  2.31it/s]
Epoch 0: |          | 6570/? [47:29<00:00,  2.31it/s]
Epoch 0: |          | 6571/? [47:30<00:00,  2.31it/s]
Epoch 0: |          | 6571/? [47:30<00:00,  2.31it/s]
Epoch 0: |          | 6572/? [47:30<00:00,  2.31it/s]
Epoch 0: |          | 6572/? [47:30<00:00,  2.31it/s]
Epoch 0: |          | 6573/? [47:30<00:00,  2.31it/s]
Epoch 0: |          | 6573/? [47:30<00:00,  2.31it/s]
Epoch 0: |          | 6574/? [47:31<00:00,  2.31it/s]
Epoch 0: |          | 6574/? [47:31<00:00,  2.31it/s]
Epoch 0: |          | 6575/? [47:31<00:00,  2.31it/s]
Epoch 0: |          | 6575/? [47:31<00:00,  2.31it/s]
Epoch 0: |          | 6576/? [47:31<00:00,  2.31it/s]
Epoch 0: |          | 6576/? [47:31<00:00,  2.31it/s]
Epoch 0: |          | 6577/? [47:31<00:00,  2.31it/s]
Epoch 0: |          | 6577/? [47:31<00:00,  2.31it/s]
Epoch 0: |          | 6578/? [47:32<00:00,  2.31it/s]
Epoch 0: |          | 6578/? [47:32<00:00,  2.31it/s]
Epoch 0: |          | 6579/? [47:32<00:00,  2.31it/s]
Epoch 0: |          | 6579/? [47:32<00:00,  2.31it/s]
Epoch 0: |          | 6580/? [47:32<00:00,  2.31it/s]
Epoch 0: |          | 6580/? [47:32<00:00,  2.31it/s]
Epoch 0: |          | 6581/? [47:32<00:00,  2.31it/s]
Epoch 0: |          | 6581/? [47:32<00:00,  2.31it/s]
Epoch 0: |          | 6582/? [47:33<00:00,  2.31it/s]
Epoch 0: |          | 6582/? [47:33<00:00,  2.31it/s]
Epoch 0: |          | 6583/? [47:33<00:00,  2.31it/s]
Epoch 0: |          | 6583/? [47:33<00:00,  2.31it/s]
Epoch 0: |          | 6584/? [47:33<00:00,  2.31it/s]
Epoch 0: |          | 6584/? [47:33<00:00,  2.31it/s]
Epoch 0: |          | 6585/? [47:34<00:00,  2.31it/s]
Epoch 0: |          | 6585/? [47:34<00:00,  2.31it/s]
Epoch 0: |          | 6586/? [47:34<00:00,  2.31it/s]
Epoch 0: |          | 6586/? [47:34<00:00,  2.31it/s]
Epoch 0: |          | 6587/? [47:34<00:00,  2.31it/s]
Epoch 0: |          | 6587/? [47:34<00:00,  2.31it/s]
Epoch 0: |          | 6588/? [47:34<00:00,  2.31it/s]
Epoch 0: |          | 6588/? [47:34<00:00,  2.31it/s]
Epoch 0: |          | 6589/? [47:35<00:00,  2.31it/s]
Epoch 0: |          | 6589/? [47:35<00:00,  2.31it/s]
Epoch 0: |          | 6590/? [47:35<00:00,  2.31it/s]
Epoch 0: |          | 6590/? [47:35<00:00,  2.31it/s]
Epoch 0: |          | 6591/? [47:35<00:00,  2.31it/s]
Epoch 0: |          | 6591/? [47:35<00:00,  2.31it/s]
Epoch 0: |          | 6592/? [47:36<00:00,  2.31it/s]
Epoch 0: |          | 6592/? [47:36<00:00,  2.31it/s]
Epoch 0: |          | 6593/? [47:36<00:00,  2.31it/s]
Epoch 0: |          | 6593/? [47:36<00:00,  2.31it/s]
Epoch 0: |          | 6594/? [47:36<00:00,  2.31it/s]
Epoch 0: |          | 6594/? [47:36<00:00,  2.31it/s]
Epoch 0: |          | 6595/? [47:36<00:00,  2.31it/s]
Epoch 0: |          | 6595/? [47:36<00:00,  2.31it/s]
Epoch 0: |          | 6596/? [47:37<00:00,  2.31it/s]
Epoch 0: |          | 6596/? [47:37<00:00,  2.31it/s]
Epoch 0: |          | 6597/? [47:37<00:00,  2.31it/s]
Epoch 0: |          | 6597/? [47:37<00:00,  2.31it/s]
Epoch 0: |          | 6598/? [47:37<00:00,  2.31it/s]
Epoch 0: |          | 6598/? [47:37<00:00,  2.31it/s]
Epoch 0: |          | 6599/? [47:38<00:00,  2.31it/s]
Epoch 0: |          | 6599/? [47:38<00:00,  2.31it/s]
Epoch 0: |          | 6600/? [47:38<00:00,  2.31it/s]
Epoch 0: |          | 6600/? [47:38<00:00,  2.31it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.48it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.34it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.45it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.99it/s]

Epoch 0: |          | 6600/? [47:38<00:00,  2.31it/s]
Epoch 0: |          | 6601/? [47:39<00:00,  2.31it/s]
Epoch 0: |          | 6601/? [47:39<00:00,  2.31it/s]
Epoch 0: |          | 6602/? [47:39<00:00,  2.31it/s]
Epoch 0: |          | 6602/? [47:39<00:00,  2.31it/s]
Epoch 0: |          | 6603/? [47:39<00:00,  2.31it/s]
Epoch 0: |          | 6603/? [47:39<00:00,  2.31it/s]
Epoch 0: |          | 6604/? [47:39<00:00,  2.31it/s]
Epoch 0: |          | 6604/? [47:39<00:00,  2.31it/s]
Epoch 0: |          | 6605/? [47:40<00:00,  2.31it/s]
Epoch 0: |          | 6605/? [47:40<00:00,  2.31it/s]
Epoch 0: |          | 6606/? [47:40<00:00,  2.31it/s]
Epoch 0: |          | 6606/? [47:40<00:00,  2.31it/s]
Epoch 0: |          | 6607/? [47:40<00:00,  2.31it/s]
Epoch 0: |          | 6607/? [47:40<00:00,  2.31it/s]
Epoch 0: |          | 6608/? [47:40<00:00,  2.31it/s]
Epoch 0: |          | 6608/? [47:40<00:00,  2.31it/s]
Epoch 0: |          | 6609/? [47:41<00:00,  2.31it/s]
Epoch 0: |          | 6609/? [47:41<00:00,  2.31it/s]
Epoch 0: |          | 6610/? [47:41<00:00,  2.31it/s]
Epoch 0: |          | 6610/? [47:41<00:00,  2.31it/s]
Epoch 0: |          | 6611/? [47:41<00:00,  2.31it/s]
Epoch 0: |          | 6611/? [47:41<00:00,  2.31it/s]
Epoch 0: |          | 6612/? [47:42<00:00,  2.31it/s]
Epoch 0: |          | 6612/? [47:42<00:00,  2.31it/s]
Epoch 0: |          | 6613/? [47:42<00:00,  2.31it/s]
Epoch 0: |          | 6613/? [47:42<00:00,  2.31it/s]
Epoch 0: |          | 6614/? [47:42<00:00,  2.31it/s]
Epoch 0: |          | 6614/? [47:42<00:00,  2.31it/s]
Epoch 0: |          | 6615/? [47:42<00:00,  2.31it/s]
Epoch 0: |          | 6615/? [47:42<00:00,  2.31it/s]
Epoch 0: |          | 6616/? [47:43<00:00,  2.31it/s]
Epoch 0: |          | 6616/? [47:43<00:00,  2.31it/s]
Epoch 0: |          | 6617/? [47:43<00:00,  2.31it/s]
Epoch 0: |          | 6617/? [47:43<00:00,  2.31it/s]
Epoch 0: |          | 6618/? [47:43<00:00,  2.31it/s]
Epoch 0: |          | 6618/? [47:43<00:00,  2.31it/s]
Epoch 0: |          | 6619/? [47:44<00:00,  2.31it/s]
Epoch 0: |          | 6619/? [47:44<00:00,  2.31it/s]
Epoch 0: |          | 6620/? [47:44<00:00,  2.31it/s]
Epoch 0: |          | 6620/? [47:44<00:00,  2.31it/s]
Epoch 0: |          | 6621/? [47:44<00:00,  2.31it/s]
Epoch 0: |          | 6621/? [47:44<00:00,  2.31it/s]
Epoch 0: |          | 6622/? [47:44<00:00,  2.31it/s]
Epoch 0: |          | 6622/? [47:44<00:00,  2.31it/s]
Epoch 0: |          | 6623/? [47:45<00:00,  2.31it/s]
Epoch 0: |          | 6623/? [47:45<00:00,  2.31it/s]
Epoch 0: |          | 6624/? [47:45<00:00,  2.31it/s]
Epoch 0: |          | 6624/? [47:45<00:00,  2.31it/s]
Epoch 0: |          | 6625/? [47:45<00:00,  2.31it/s]
Epoch 0: |          | 6625/? [47:45<00:00,  2.31it/s]
Epoch 0: |          | 6626/? [47:46<00:00,  2.31it/s]
Epoch 0: |          | 6626/? [47:46<00:00,  2.31it/s]
Epoch 0: |          | 6627/? [47:46<00:00,  2.31it/s]
Epoch 0: |          | 6627/? [47:46<00:00,  2.31it/s]
Epoch 0: |          | 6628/? [47:46<00:00,  2.31it/s]
Epoch 0: |          | 6628/? [47:46<00:00,  2.31it/s]
Epoch 0: |          | 6629/? [47:46<00:00,  2.31it/s]
Epoch 0: |          | 6629/? [47:46<00:00,  2.31it/s]
Epoch 0: |          | 6630/? [47:47<00:00,  2.31it/s]
Epoch 0: |          | 6630/? [47:47<00:00,  2.31it/s]
Epoch 0: |          | 6631/? [47:47<00:00,  2.31it/s]
Epoch 0: |          | 6631/? [47:47<00:00,  2.31it/s]
Epoch 0: |          | 6632/? [47:47<00:00,  2.31it/s]
Epoch 0: |          | 6632/? [47:47<00:00,  2.31it/s]
Epoch 0: |          | 6633/? [47:47<00:00,  2.31it/s]
Epoch 0: |          | 6633/? [47:47<00:00,  2.31it/s]
Epoch 0: |          | 6634/? [47:48<00:00,  2.31it/s]
Epoch 0: |          | 6634/? [47:48<00:00,  2.31it/s]
Epoch 0: |          | 6635/? [47:48<00:00,  2.31it/s]
Epoch 0: |          | 6635/? [47:48<00:00,  2.31it/s]
Epoch 0: |          | 6636/? [47:48<00:00,  2.31it/s]
Epoch 0: |          | 6636/? [47:48<00:00,  2.31it/s]
Epoch 0: |          | 6637/? [47:49<00:00,  2.31it/s]
Epoch 0: |          | 6637/? [47:49<00:00,  2.31it/s]
Epoch 0: |          | 6638/? [47:49<00:00,  2.31it/s]
Epoch 0: |          | 6638/? [47:49<00:00,  2.31it/s]
Epoch 0: |          | 6639/? [47:49<00:00,  2.31it/s]
Epoch 0: |          | 6639/? [47:49<00:00,  2.31it/s]
Epoch 0: |          | 6640/? [47:49<00:00,  2.31it/s]
Epoch 0: |          | 6640/? [47:49<00:00,  2.31it/s]
Epoch 0: |          | 6641/? [47:50<00:00,  2.31it/s]
Epoch 0: |          | 6641/? [47:50<00:00,  2.31it/s]
Epoch 0: |          | 6642/? [47:50<00:00,  2.31it/s]
Epoch 0: |          | 6642/? [47:50<00:00,  2.31it/s]
Epoch 0: |          | 6643/? [47:50<00:00,  2.31it/s]
Epoch 0: |          | 6643/? [47:50<00:00,  2.31it/s]
Epoch 0: |          | 6644/? [47:51<00:00,  2.31it/s]
Epoch 0: |          | 6644/? [47:51<00:00,  2.31it/s]
Epoch 0: |          | 6645/? [47:51<00:00,  2.31it/s]
Epoch 0: |          | 6645/? [47:51<00:00,  2.31it/s]
Epoch 0: |          | 6646/? [47:51<00:00,  2.31it/s]
Epoch 0: |          | 6646/? [47:51<00:00,  2.31it/s]
Epoch 0: |          | 6647/? [47:51<00:00,  2.31it/s]
Epoch 0: |          | 6647/? [47:51<00:00,  2.31it/s]
Epoch 0: |          | 6648/? [47:52<00:00,  2.31it/s]
Epoch 0: |          | 6648/? [47:52<00:00,  2.31it/s]
Epoch 0: |          | 6649/? [47:52<00:00,  2.31it/s]
Epoch 0: |          | 6649/? [47:52<00:00,  2.31it/s]
Epoch 0: |          | 6650/? [47:52<00:00,  2.31it/s]
Epoch 0: |          | 6650/? [47:52<00:00,  2.31it/s]
Epoch 0: |          | 6651/? [47:53<00:00,  2.31it/s]
Epoch 0: |          | 6651/? [47:53<00:00,  2.31it/s]
Epoch 0: |          | 6652/? [47:53<00:00,  2.32it/s]
Epoch 0: |          | 6652/? [47:53<00:00,  2.32it/s]
Epoch 0: |          | 6653/? [47:53<00:00,  2.32it/s]
Epoch 0: |          | 6653/? [47:53<00:00,  2.32it/s]
Epoch 0: |          | 6654/? [47:53<00:00,  2.32it/s]
Epoch 0: |          | 6654/? [47:53<00:00,  2.32it/s]
Epoch 0: |          | 6655/? [47:54<00:00,  2.32it/s]
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Epoch 0: |          | 6660/? [47:55<00:00,  2.32it/s]
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Epoch 0: |          | 6661/? [47:55<00:00,  2.32it/s]
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Epoch 0: |          | 6662/? [47:56<00:00,  2.32it/s]
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Epoch 0: |          | 6663/? [47:56<00:00,  2.32it/s]
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Epoch 0: |          | 6664/? [47:56<00:00,  2.32it/s]
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Epoch 0: |          | 6665/? [47:56<00:00,  2.32it/s]
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Epoch 0: |          | 6666/? [47:57<00:00,  2.32it/s]
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Epoch 0: |          | 6668/? [47:57<00:00,  2.32it/s]
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Epoch 0: |          | 6669/? [47:58<00:00,  2.32it/s]
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Epoch 0: |          | 6670/? [47:58<00:00,  2.32it/s]
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Epoch 0: |          | 6671/? [47:58<00:00,  2.32it/s]
Epoch 0: |          | 6671/? [47:58<00:00,  2.32it/s]
Epoch 0: |          | 6672/? [47:58<00:00,  2.32it/s]
Epoch 0: |          | 6672/? [47:58<00:00,  2.32it/s]
Epoch 0: |          | 6673/? [47:59<00:00,  2.32it/s]
Epoch 0: |          | 6673/? [47:59<00:00,  2.32it/s]
Epoch 0: |          | 6674/? [47:59<00:00,  2.32it/s]
Epoch 0: |          | 6674/? [47:59<00:00,  2.32it/s]
Epoch 0: |          | 6675/? [47:59<00:00,  2.32it/s]
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Epoch 0: |          | 6676/? [48:00<00:00,  2.32it/s]
Epoch 0: |          | 6676/? [48:00<00:00,  2.32it/s]
Epoch 0: |          | 6677/? [48:00<00:00,  2.32it/s]
Epoch 0: |          | 6677/? [48:00<00:00,  2.32it/s]
Epoch 0: |          | 6678/? [48:00<00:00,  2.32it/s]
Epoch 0: |          | 6678/? [48:00<00:00,  2.32it/s]
Epoch 0: |          | 6679/? [48:00<00:00,  2.32it/s]
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Epoch 0: |          | 6680/? [48:01<00:00,  2.32it/s]
Epoch 0: |          | 6680/? [48:01<00:00,  2.32it/s]
Epoch 0: |          | 6681/? [48:01<00:00,  2.32it/s]
Epoch 0: |          | 6681/? [48:01<00:00,  2.32it/s]
Epoch 0: |          | 6682/? [48:01<00:00,  2.32it/s]
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Epoch 0: |          | 6683/? [48:02<00:00,  2.32it/s]
Epoch 0: |          | 6683/? [48:02<00:00,  2.32it/s]
Epoch 0: |          | 6684/? [48:02<00:00,  2.32it/s]
Epoch 0: |          | 6684/? [48:02<00:00,  2.32it/s]
Epoch 0: |          | 6685/? [48:02<00:00,  2.32it/s]
Epoch 0: |          | 6685/? [48:02<00:00,  2.32it/s]
Epoch 0: |          | 6686/? [48:02<00:00,  2.32it/s]
Epoch 0: |          | 6686/? [48:02<00:00,  2.32it/s]
Epoch 0: |          | 6687/? [48:03<00:00,  2.32it/s]
Epoch 0: |          | 6687/? [48:03<00:00,  2.32it/s]
Epoch 0: |          | 6688/? [48:03<00:00,  2.32it/s]
Epoch 0: |          | 6688/? [48:03<00:00,  2.32it/s]
Epoch 0: |          | 6689/? [48:03<00:00,  2.32it/s]
Epoch 0: |          | 6689/? [48:03<00:00,  2.32it/s]
Epoch 0: |          | 6690/? [48:03<00:00,  2.32it/s]
Epoch 0: |          | 6690/? [48:03<00:00,  2.32it/s]
Epoch 0: |          | 6691/? [48:04<00:00,  2.32it/s]
Epoch 0: |          | 6691/? [48:04<00:00,  2.32it/s]
Epoch 0: |          | 6692/? [48:04<00:00,  2.32it/s]
Epoch 0: |          | 6692/? [48:04<00:00,  2.32it/s]
Epoch 0: |          | 6693/? [48:04<00:00,  2.32it/s]
Epoch 0: |          | 6693/? [48:04<00:00,  2.32it/s]
Epoch 0: |          | 6694/? [48:05<00:00,  2.32it/s]
Epoch 0: |          | 6694/? [48:05<00:00,  2.32it/s]
Epoch 0: |          | 6695/? [48:05<00:00,  2.32it/s]
Epoch 0: |          | 6695/? [48:05<00:00,  2.32it/s]
Epoch 0: |          | 6696/? [48:05<00:00,  2.32it/s]
Epoch 0: |          | 6696/? [48:05<00:00,  2.32it/s]
Epoch 0: |          | 6697/? [48:05<00:00,  2.32it/s]
Epoch 0: |          | 6697/? [48:05<00:00,  2.32it/s]
Epoch 0: |          | 6698/? [48:06<00:00,  2.32it/s]
Epoch 0: |          | 6698/? [48:06<00:00,  2.32it/s]
Epoch 0: |          | 6699/? [48:06<00:00,  2.32it/s]
Epoch 0: |          | 6699/? [48:06<00:00,  2.32it/s]
Epoch 0: |          | 6700/? [48:06<00:00,  2.32it/s]
Epoch 0: |          | 6700/? [48:06<00:00,  2.32it/s]
Epoch 0: |          | 6701/? [48:06<00:00,  2.32it/s]
Epoch 0: |          | 6701/? [48:06<00:00,  2.32it/s]
Epoch 0: |          | 6702/? [48:07<00:00,  2.32it/s]
Epoch 0: |          | 6702/? [48:07<00:00,  2.32it/s]
Epoch 0: |          | 6703/? [48:07<00:00,  2.32it/s]
Epoch 0: |          | 6703/? [48:07<00:00,  2.32it/s]
Epoch 0: |          | 6704/? [48:07<00:00,  2.32it/s]
Epoch 0: |          | 6704/? [48:07<00:00,  2.32it/s]
Epoch 0: |          | 6705/? [48:08<00:00,  2.32it/s]
Epoch 0: |          | 6705/? [48:08<00:00,  2.32it/s]
Epoch 0: |          | 6706/? [48:08<00:00,  2.32it/s]
Epoch 0: |          | 6706/? [48:08<00:00,  2.32it/s]
Epoch 0: |          | 6707/? [48:08<00:00,  2.32it/s]
Epoch 0: |          | 6707/? [48:08<00:00,  2.32it/s]
Epoch 0: |          | 6708/? [48:08<00:00,  2.32it/s]
Epoch 0: |          | 6708/? [48:08<00:00,  2.32it/s]
Epoch 0: |          | 6709/? [48:09<00:00,  2.32it/s]
Epoch 0: |          | 6709/? [48:09<00:00,  2.32it/s]
Epoch 0: |          | 6710/? [48:09<00:00,  2.32it/s]
Epoch 0: |          | 6710/? [48:09<00:00,  2.32it/s]
Epoch 0: |          | 6711/? [48:09<00:00,  2.32it/s]
Epoch 0: |          | 6711/? [48:09<00:00,  2.32it/s]
Epoch 0: |          | 6712/? [48:10<00:00,  2.32it/s]
Epoch 0: |          | 6712/? [48:10<00:00,  2.32it/s]
Epoch 0: |          | 6713/? [48:10<00:00,  2.32it/s]
Epoch 0: |          | 6713/? [48:10<00:00,  2.32it/s]
Epoch 0: |          | 6714/? [48:10<00:00,  2.32it/s]
Epoch 0: |          | 6714/? [48:10<00:00,  2.32it/s]
Epoch 0: |          | 6715/? [48:10<00:00,  2.32it/s]
Epoch 0: |          | 6715/? [48:10<00:00,  2.32it/s]
Epoch 0: |          | 6716/? [48:11<00:00,  2.32it/s]
Epoch 0: |          | 6716/? [48:11<00:00,  2.32it/s]
Epoch 0: |          | 6717/? [48:11<00:00,  2.32it/s]
Epoch 0: |          | 6717/? [48:11<00:00,  2.32it/s]
Epoch 0: |          | 6718/? [48:11<00:00,  2.32it/s]
Epoch 0: |          | 6718/? [48:11<00:00,  2.32it/s]
Epoch 0: |          | 6719/? [48:12<00:00,  2.32it/s]
Epoch 0: |          | 6719/? [48:12<00:00,  2.32it/s]
Epoch 0: |          | 6720/? [48:12<00:00,  2.32it/s]
Epoch 0: |          | 6720/? [48:12<00:00,  2.32it/s]
Epoch 0: |          | 6721/? [48:12<00:00,  2.32it/s]
Epoch 0: |          | 6721/? [48:12<00:00,  2.32it/s]
Epoch 0: |          | 6722/? [48:12<00:00,  2.32it/s]
Epoch 0: |          | 6722/? [48:12<00:00,  2.32it/s]
Epoch 0: |          | 6723/? [48:13<00:00,  2.32it/s]
Epoch 0: |          | 6723/? [48:13<00:00,  2.32it/s]
Epoch 0: |          | 6724/? [48:13<00:00,  2.32it/s]
Epoch 0: |          | 6724/? [48:13<00:00,  2.32it/s]
Epoch 0: |          | 6725/? [48:13<00:00,  2.32it/s]
Epoch 0: |          | 6725/? [48:13<00:00,  2.32it/s]
Epoch 0: |          | 6726/? [48:13<00:00,  2.32it/s]
Epoch 0: |          | 6726/? [48:13<00:00,  2.32it/s]
Epoch 0: |          | 6727/? [48:14<00:00,  2.32it/s]
Epoch 0: |          | 6727/? [48:14<00:00,  2.32it/s]
Epoch 0: |          | 6728/? [48:14<00:00,  2.32it/s]
Epoch 0: |          | 6728/? [48:14<00:00,  2.32it/s]
Epoch 0: |          | 6729/? [48:14<00:00,  2.32it/s]
Epoch 0: |          | 6729/? [48:14<00:00,  2.32it/s]
Epoch 0: |          | 6730/? [48:15<00:00,  2.32it/s]
Epoch 0: |          | 6730/? [48:15<00:00,  2.32it/s]
Epoch 0: |          | 6731/? [48:15<00:00,  2.32it/s]
Epoch 0: |          | 6731/? [48:15<00:00,  2.32it/s]
Epoch 0: |          | 6732/? [48:15<00:00,  2.32it/s]
Epoch 0: |          | 6732/? [48:15<00:00,  2.32it/s]
Epoch 0: |          | 6733/? [48:15<00:00,  2.32it/s]
Epoch 0: |          | 6733/? [48:15<00:00,  2.32it/s]
Epoch 0: |          | 6734/? [48:16<00:00,  2.33it/s]
Epoch 0: |          | 6734/? [48:16<00:00,  2.33it/s]
Epoch 0: |          | 6735/? [48:16<00:00,  2.33it/s]
Epoch 0: |          | 6735/? [48:16<00:00,  2.33it/s]
Epoch 0: |          | 6736/? [48:16<00:00,  2.33it/s]
Epoch 0: |          | 6736/? [48:16<00:00,  2.33it/s]
Epoch 0: |          | 6737/? [48:17<00:00,  2.33it/s]
Epoch 0: |          | 6737/? [48:17<00:00,  2.33it/s]
Epoch 0: |          | 6738/? [48:17<00:00,  2.33it/s]
Epoch 0: |          | 6738/? [48:17<00:00,  2.33it/s]
Epoch 0: |          | 6739/? [48:17<00:00,  2.33it/s]
Epoch 0: |          | 6739/? [48:17<00:00,  2.33it/s]
Epoch 0: |          | 6740/? [48:17<00:00,  2.33it/s]
Epoch 0: |          | 6740/? [48:17<00:00,  2.33it/s]
Epoch 0: |          | 6741/? [48:18<00:00,  2.33it/s]
Epoch 0: |          | 6741/? [48:18<00:00,  2.33it/s]
Epoch 0: |          | 6742/? [48:18<00:00,  2.33it/s]
Epoch 0: |          | 6742/? [48:18<00:00,  2.33it/s]
Epoch 0: |          | 6743/? [48:18<00:00,  2.33it/s]
Epoch 0: |          | 6743/? [48:18<00:00,  2.33it/s]
Epoch 0: |          | 6744/? [48:19<00:00,  2.33it/s]
Epoch 0: |          | 6744/? [48:19<00:00,  2.33it/s]
Epoch 0: |          | 6745/? [48:19<00:00,  2.33it/s]
Epoch 0: |          | 6745/? [48:19<00:00,  2.33it/s]
Epoch 0: |          | 6746/? [48:19<00:00,  2.33it/s]
Epoch 0: |          | 6746/? [48:19<00:00,  2.33it/s]
Epoch 0: |          | 6747/? [48:19<00:00,  2.33it/s]
Epoch 0: |          | 6747/? [48:19<00:00,  2.33it/s]
Epoch 0: |          | 6748/? [48:20<00:00,  2.33it/s]
Epoch 0: |          | 6748/? [48:20<00:00,  2.33it/s]
Epoch 0: |          | 6749/? [48:20<00:00,  2.33it/s]
Epoch 0: |          | 6749/? [48:20<00:00,  2.33it/s]
Epoch 0: |          | 6750/? [48:20<00:00,  2.33it/s]
Epoch 0: |          | 6750/? [48:20<00:00,  2.33it/s]
Epoch 0: |          | 6751/? [48:20<00:00,  2.33it/s]
Epoch 0: |          | 6751/? [48:20<00:00,  2.33it/s]
Epoch 0: |          | 6752/? [48:21<00:00,  2.33it/s]
Epoch 0: |          | 6752/? [48:21<00:00,  2.33it/s]
Epoch 0: |          | 6753/? [48:21<00:00,  2.33it/s]
Epoch 0: |          | 6753/? [48:21<00:00,  2.33it/s]
Epoch 0: |          | 6754/? [48:21<00:00,  2.33it/s]
Epoch 0: |          | 6754/? [48:21<00:00,  2.33it/s]
Epoch 0: |          | 6755/? [48:22<00:00,  2.33it/s]
Epoch 0: |          | 6755/? [48:22<00:00,  2.33it/s]
Epoch 0: |          | 6756/? [48:22<00:00,  2.33it/s]
Epoch 0: |          | 6756/? [48:22<00:00,  2.33it/s]
Epoch 0: |          | 6757/? [48:22<00:00,  2.33it/s]
Epoch 0: |          | 6757/? [48:22<00:00,  2.33it/s]
Epoch 0: |          | 6758/? [48:22<00:00,  2.33it/s]
Epoch 0: |          | 6758/? [48:22<00:00,  2.33it/s]
Epoch 0: |          | 6759/? [48:23<00:00,  2.33it/s]
Epoch 0: |          | 6759/? [48:23<00:00,  2.33it/s]
Epoch 0: |          | 6760/? [48:23<00:00,  2.33it/s]
Epoch 0: |          | 6760/? [48:23<00:00,  2.33it/s]
Epoch 0: |          | 6761/? [48:23<00:00,  2.33it/s]
Epoch 0: |          | 6761/? [48:23<00:00,  2.33it/s]
Epoch 0: |          | 6762/? [48:24<00:00,  2.33it/s]
Epoch 0: |          | 6762/? [48:24<00:00,  2.33it/s]
Epoch 0: |          | 6763/? [48:24<00:00,  2.33it/s]
Epoch 0: |          | 6763/? [48:24<00:00,  2.33it/s]
Epoch 0: |          | 6764/? [48:24<00:00,  2.33it/s]
Epoch 0: |          | 6764/? [48:24<00:00,  2.33it/s]
Epoch 0: |          | 6765/? [48:24<00:00,  2.33it/s]
Epoch 0: |          | 6765/? [48:24<00:00,  2.33it/s]
Epoch 0: |          | 6766/? [48:25<00:00,  2.33it/s]
Epoch 0: |          | 6766/? [48:25<00:00,  2.33it/s]
Epoch 0: |          | 6767/? [48:25<00:00,  2.33it/s]
Epoch 0: |          | 6767/? [48:25<00:00,  2.33it/s]
Epoch 0: |          | 6768/? [48:25<00:00,  2.33it/s]
Epoch 0: |          | 6768/? [48:25<00:00,  2.33it/s]
Epoch 0: |          | 6769/? [48:26<00:00,  2.33it/s]
Epoch 0: |          | 6769/? [48:26<00:00,  2.33it/s]
Epoch 0: |          | 6770/? [48:26<00:00,  2.33it/s]
Epoch 0: |          | 6770/? [48:26<00:00,  2.33it/s]
Epoch 0: |          | 6771/? [48:26<00:00,  2.33it/s]
Epoch 0: |          | 6771/? [48:26<00:00,  2.33it/s]
Epoch 0: |          | 6772/? [48:26<00:00,  2.33it/s]
Epoch 0: |          | 6772/? [48:26<00:00,  2.33it/s]
Epoch 0: |          | 6773/? [48:27<00:00,  2.33it/s]
Epoch 0: |          | 6773/? [48:27<00:00,  2.33it/s]
Epoch 0: |          | 6774/? [48:27<00:00,  2.33it/s]
Epoch 0: |          | 6774/? [48:27<00:00,  2.33it/s]
Epoch 0: |          | 6775/? [48:27<00:00,  2.33it/s]
Epoch 0: |          | 6775/? [48:27<00:00,  2.33it/s]
Epoch 0: |          | 6776/? [48:27<00:00,  2.33it/s]
Epoch 0: |          | 6776/? [48:27<00:00,  2.33it/s]
Epoch 0: |          | 6777/? [48:28<00:00,  2.33it/s]
Epoch 0: |          | 6777/? [48:28<00:00,  2.33it/s]
Epoch 0: |          | 6778/? [48:28<00:00,  2.33it/s]
Epoch 0: |          | 6778/? [48:28<00:00,  2.33it/s]
Epoch 0: |          | 6779/? [48:28<00:00,  2.33it/s]
Epoch 0: |          | 6779/? [48:28<00:00,  2.33it/s]
Epoch 0: |          | 6780/? [48:29<00:00,  2.33it/s]
Epoch 0: |          | 6780/? [48:29<00:00,  2.33it/s]
Epoch 0: |          | 6781/? [48:29<00:00,  2.33it/s]
Epoch 0: |          | 6781/? [48:29<00:00,  2.33it/s]
Epoch 0: |          | 6782/? [48:29<00:00,  2.33it/s]
Epoch 0: |          | 6782/? [48:29<00:00,  2.33it/s]
Epoch 0: |          | 6783/? [48:29<00:00,  2.33it/s]
Epoch 0: |          | 6783/? [48:29<00:00,  2.33it/s]
Epoch 0: |          | 6784/? [48:30<00:00,  2.33it/s]
Epoch 0: |          | 6784/? [48:30<00:00,  2.33it/s]
Epoch 0: |          | 6785/? [48:30<00:00,  2.33it/s]
Epoch 0: |          | 6785/? [48:30<00:00,  2.33it/s]
Epoch 0: |          | 6786/? [48:30<00:00,  2.33it/s]
Epoch 0: |          | 6786/? [48:30<00:00,  2.33it/s]
Epoch 0: |          | 6787/? [48:31<00:00,  2.33it/s]
Epoch 0: |          | 6787/? [48:31<00:00,  2.33it/s]
Epoch 0: |          | 6788/? [48:31<00:00,  2.33it/s]
Epoch 0: |          | 6788/? [48:31<00:00,  2.33it/s]
Epoch 0: |          | 6789/? [48:31<00:00,  2.33it/s]
Epoch 0: |          | 6789/? [48:31<00:00,  2.33it/s]
Epoch 0: |          | 6790/? [48:31<00:00,  2.33it/s]
Epoch 0: |          | 6790/? [48:31<00:00,  2.33it/s]
Epoch 0: |          | 6791/? [48:32<00:00,  2.33it/s]
Epoch 0: |          | 6791/? [48:32<00:00,  2.33it/s]
Epoch 0: |          | 6792/? [48:32<00:00,  2.33it/s]
Epoch 0: |          | 6792/? [48:32<00:00,  2.33it/s]
Epoch 0: |          | 6793/? [48:32<00:00,  2.33it/s]
Epoch 0: |          | 6793/? [48:32<00:00,  2.33it/s]
Epoch 0: |          | 6794/? [48:33<00:00,  2.33it/s]
Epoch 0: |          | 6794/? [48:33<00:00,  2.33it/s]
Epoch 0: |          | 6795/? [48:33<00:00,  2.33it/s]
Epoch 0: |          | 6795/? [48:33<00:00,  2.33it/s]
Epoch 0: |          | 6796/? [48:33<00:00,  2.33it/s]
Epoch 0: |          | 6796/? [48:33<00:00,  2.33it/s]
Epoch 0: |          | 6797/? [48:33<00:00,  2.33it/s]
Epoch 0: |          | 6797/? [48:33<00:00,  2.33it/s]
Epoch 0: |          | 6798/? [48:34<00:00,  2.33it/s]
Epoch 0: |          | 6798/? [48:34<00:00,  2.33it/s]
Epoch 0: |          | 6799/? [48:34<00:00,  2.33it/s]
Epoch 0: |          | 6799/? [48:34<00:00,  2.33it/s]
Epoch 0: |          | 6800/? [48:34<00:00,  2.33it/s]
Epoch 0: |          | 6800/? [48:34<00:00,  2.33it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.48it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.94it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.27it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.67it/s]

Epoch 0: |          | 6800/? [48:35<00:00,  2.33it/s]
Epoch 0: |          | 6801/? [48:35<00:00,  2.33it/s]
Epoch 0: |          | 6801/? [48:35<00:00,  2.33it/s]
Epoch 0: |          | 6802/? [48:35<00:00,  2.33it/s]
Epoch 0: |          | 6802/? [48:35<00:00,  2.33it/s]
Epoch 0: |          | 6803/? [48:35<00:00,  2.33it/s]
Epoch 0: |          | 6803/? [48:35<00:00,  2.33it/s]
Epoch 0: |          | 6804/? [48:36<00:00,  2.33it/s]
Epoch 0: |          | 6804/? [48:36<00:00,  2.33it/s]
Epoch 0: |          | 6805/? [48:36<00:00,  2.33it/s]
Epoch 0: |          | 6805/? [48:36<00:00,  2.33it/s]
Epoch 0: |          | 6806/? [48:36<00:00,  2.33it/s]
Epoch 0: |          | 6806/? [48:36<00:00,  2.33it/s]
Epoch 0: |          | 6807/? [48:37<00:00,  2.33it/s]
Epoch 0: |          | 6807/? [48:37<00:00,  2.33it/s]
Epoch 0: |          | 6808/? [48:37<00:00,  2.33it/s]
Epoch 0: |          | 6808/? [48:37<00:00,  2.33it/s]
Epoch 0: |          | 6809/? [48:37<00:00,  2.33it/s]
Epoch 0: |          | 6809/? [48:37<00:00,  2.33it/s]
Epoch 0: |          | 6810/? [48:37<00:00,  2.33it/s]
Epoch 0: |          | 6810/? [48:37<00:00,  2.33it/s]
Epoch 0: |          | 6811/? [48:38<00:00,  2.33it/s]
Epoch 0: |          | 6811/? [48:38<00:00,  2.33it/s]
Epoch 0: |          | 6812/? [48:38<00:00,  2.33it/s]
Epoch 0: |          | 6812/? [48:38<00:00,  2.33it/s]
Epoch 0: |          | 6813/? [48:38<00:00,  2.33it/s]
Epoch 0: |          | 6813/? [48:38<00:00,  2.33it/s]
Epoch 0: |          | 6814/? [48:38<00:00,  2.33it/s]
Epoch 0: |          | 6814/? [48:38<00:00,  2.33it/s]
Epoch 0: |          | 6815/? [48:39<00:00,  2.33it/s]
Epoch 0: |          | 6815/? [48:39<00:00,  2.33it/s]
Epoch 0: |          | 6816/? [48:39<00:00,  2.33it/s]
Epoch 0: |          | 6816/? [48:39<00:00,  2.33it/s]
Epoch 0: |          | 6817/? [48:39<00:00,  2.33it/s]
Epoch 0: |          | 6817/? [48:39<00:00,  2.33it/s]
Epoch 0: |          | 6818/? [48:40<00:00,  2.33it/s]
Epoch 0: |          | 6818/? [48:40<00:00,  2.33it/s]
Epoch 0: |          | 6819/? [48:40<00:00,  2.33it/s]
Epoch 0: |          | 6819/? [48:40<00:00,  2.33it/s]
Epoch 0: |          | 6820/? [48:40<00:00,  2.34it/s]
Epoch 0: |          | 6820/? [48:40<00:00,  2.34it/s]
Epoch 0: |          | 6821/? [48:40<00:00,  2.34it/s]
Epoch 0: |          | 6821/? [48:40<00:00,  2.34it/s]
Epoch 0: |          | 6822/? [48:41<00:00,  2.34it/s]
Epoch 0: |          | 6822/? [48:41<00:00,  2.34it/s]
Epoch 0: |          | 6823/? [48:41<00:00,  2.34it/s]
Epoch 0: |          | 6823/? [48:41<00:00,  2.34it/s]
Epoch 0: |          | 6824/? [48:41<00:00,  2.34it/s]
Epoch 0: |          | 6824/? [48:41<00:00,  2.34it/s]
Epoch 0: |          | 6825/? [48:42<00:00,  2.34it/s]
Epoch 0: |          | 6825/? [48:42<00:00,  2.34it/s]
Epoch 0: |          | 6826/? [48:42<00:00,  2.34it/s]
Epoch 0: |          | 6826/? [48:42<00:00,  2.34it/s]
Epoch 0: |          | 6827/? [48:42<00:00,  2.34it/s]
Epoch 0: |          | 6827/? [48:42<00:00,  2.34it/s]
Epoch 0: |          | 6828/? [48:42<00:00,  2.34it/s]
Epoch 0: |          | 6828/? [48:42<00:00,  2.34it/s]
Epoch 0: |          | 6829/? [48:43<00:00,  2.34it/s]
Epoch 0: |          | 6829/? [48:43<00:00,  2.34it/s]
Epoch 0: |          | 6830/? [48:43<00:00,  2.34it/s]
Epoch 0: |          | 6830/? [48:43<00:00,  2.34it/s]
Epoch 0: |          | 6831/? [48:43<00:00,  2.34it/s]
Epoch 0: |          | 6831/? [48:43<00:00,  2.34it/s]
Epoch 0: |          | 6832/? [48:44<00:00,  2.34it/s]
Epoch 0: |          | 6832/? [48:44<00:00,  2.34it/s]
Epoch 0: |          | 6833/? [48:44<00:00,  2.34it/s]
Epoch 0: |          | 6833/? [48:44<00:00,  2.34it/s]
Epoch 0: |          | 6834/? [48:44<00:00,  2.34it/s]
Epoch 0: |          | 6834/? [48:44<00:00,  2.34it/s]
Epoch 0: |          | 6835/? [48:44<00:00,  2.34it/s]
Epoch 0: |          | 6835/? [48:44<00:00,  2.34it/s]
Epoch 0: |          | 6836/? [48:45<00:00,  2.34it/s]
Epoch 0: |          | 6836/? [48:45<00:00,  2.34it/s]
Epoch 0: |          | 6837/? [48:45<00:00,  2.34it/s]
Epoch 0: |          | 6837/? [48:45<00:00,  2.34it/s]
Epoch 0: |          | 6838/? [48:45<00:00,  2.34it/s]
Epoch 0: |          | 6838/? [48:45<00:00,  2.34it/s]
Epoch 0: |          | 6839/? [48:46<00:00,  2.34it/s]
Epoch 0: |          | 6839/? [48:46<00:00,  2.34it/s]
Epoch 0: |          | 6840/? [48:46<00:00,  2.34it/s]
Epoch 0: |          | 6840/? [48:46<00:00,  2.34it/s]
Epoch 0: |          | 6841/? [48:46<00:00,  2.34it/s]
Epoch 0: |          | 6841/? [48:46<00:00,  2.34it/s]
Epoch 0: |          | 6842/? [48:46<00:00,  2.34it/s]
Epoch 0: |          | 6842/? [48:46<00:00,  2.34it/s]
Epoch 0: |          | 6843/? [48:47<00:00,  2.34it/s]
Epoch 0: |          | 6843/? [48:47<00:00,  2.34it/s]
Epoch 0: |          | 6844/? [48:47<00:00,  2.34it/s]
Epoch 0: |          | 6844/? [48:47<00:00,  2.34it/s]
Epoch 0: |          | 6845/? [48:47<00:00,  2.34it/s]
Epoch 0: |          | 6845/? [48:47<00:00,  2.34it/s]
Epoch 0: |          | 6846/? [48:48<00:00,  2.34it/s]
Epoch 0: |          | 6846/? [48:48<00:00,  2.34it/s]
Epoch 0: |          | 6847/? [48:48<00:00,  2.34it/s]
Epoch 0: |          | 6847/? [48:48<00:00,  2.34it/s]
Epoch 0: |          | 6848/? [48:48<00:00,  2.34it/s]
Epoch 0: |          | 6848/? [48:48<00:00,  2.34it/s]
Epoch 0: |          | 6849/? [48:48<00:00,  2.34it/s]
Epoch 0: |          | 6849/? [48:48<00:00,  2.34it/s]
Epoch 0: |          | 6850/? [48:49<00:00,  2.34it/s]
Epoch 0: |          | 6850/? [48:49<00:00,  2.34it/s]
Epoch 0: |          | 6851/? [48:49<00:00,  2.34it/s]
Epoch 0: |          | 6851/? [48:49<00:00,  2.34it/s]
Epoch 0: |          | 6852/? [48:49<00:00,  2.34it/s]
Epoch 0: |          | 6852/? [48:49<00:00,  2.34it/s]
Epoch 0: |          | 6853/? [48:49<00:00,  2.34it/s]
Epoch 0: |          | 6853/? [48:49<00:00,  2.34it/s]
Epoch 0: |          | 6854/? [48:50<00:00,  2.34it/s]
Epoch 0: |          | 6854/? [48:50<00:00,  2.34it/s]
Epoch 0: |          | 6855/? [48:50<00:00,  2.34it/s]
Epoch 0: |          | 6855/? [48:50<00:00,  2.34it/s]
Epoch 0: |          | 6856/? [48:50<00:00,  2.34it/s]
Epoch 0: |          | 6856/? [48:50<00:00,  2.34it/s]
Epoch 0: |          | 6857/? [48:51<00:00,  2.34it/s]
Epoch 0: |          | 6857/? [48:51<00:00,  2.34it/s]
Epoch 0: |          | 6858/? [48:51<00:00,  2.34it/s]
Epoch 0: |          | 6858/? [48:51<00:00,  2.34it/s]
Epoch 0: |          | 6859/? [48:51<00:00,  2.34it/s]
Epoch 0: |          | 6859/? [48:51<00:00,  2.34it/s]
Epoch 0: |          | 6860/? [48:51<00:00,  2.34it/s]
Epoch 0: |          | 6860/? [48:51<00:00,  2.34it/s]
Epoch 0: |          | 6861/? [48:52<00:00,  2.34it/s]
Epoch 0: |          | 6861/? [48:52<00:00,  2.34it/s]
Epoch 0: |          | 6862/? [48:52<00:00,  2.34it/s]
Epoch 0: |          | 6862/? [48:52<00:00,  2.34it/s]
Epoch 0: |          | 6863/? [48:52<00:00,  2.34it/s]
Epoch 0: |          | 6863/? [48:52<00:00,  2.34it/s]
Epoch 0: |          | 6864/? [48:53<00:00,  2.34it/s]
Epoch 0: |          | 6864/? [48:53<00:00,  2.34it/s]
Epoch 0: |          | 6865/? [48:53<00:00,  2.34it/s]
Epoch 0: |          | 6865/? [48:53<00:00,  2.34it/s]
Epoch 0: |          | 6866/? [48:53<00:00,  2.34it/s]
Epoch 0: |          | 6866/? [48:53<00:00,  2.34it/s]
Epoch 0: |          | 6867/? [48:53<00:00,  2.34it/s]
Epoch 0: |          | 6867/? [48:53<00:00,  2.34it/s]
Epoch 0: |          | 6868/? [48:54<00:00,  2.34it/s]
Epoch 0: |          | 6868/? [48:54<00:00,  2.34it/s]
Epoch 0: |          | 6869/? [48:54<00:00,  2.34it/s]
Epoch 0: |          | 6869/? [48:54<00:00,  2.34it/s]
Epoch 0: |          | 6870/? [48:54<00:00,  2.34it/s]
Epoch 0: |          | 6870/? [48:54<00:00,  2.34it/s]
Epoch 0: |          | 6871/? [48:55<00:00,  2.34it/s]
Epoch 0: |          | 6871/? [48:55<00:00,  2.34it/s]
Epoch 0: |          | 6872/? [48:55<00:00,  2.34it/s]
Epoch 0: |          | 6872/? [48:55<00:00,  2.34it/s]
Epoch 0: |          | 6873/? [48:55<00:00,  2.34it/s]
Epoch 0: |          | 6873/? [48:55<00:00,  2.34it/s]
Epoch 0: |          | 6874/? [48:55<00:00,  2.34it/s]
Epoch 0: |          | 6874/? [48:55<00:00,  2.34it/s]
Epoch 0: |          | 6875/? [48:56<00:00,  2.34it/s]
Epoch 0: |          | 6875/? [48:56<00:00,  2.34it/s]
Epoch 0: |          | 6876/? [48:56<00:00,  2.34it/s]
Epoch 0: |          | 6876/? [48:56<00:00,  2.34it/s]
Epoch 0: |          | 6877/? [48:56<00:00,  2.34it/s]
Epoch 0: |          | 6877/? [48:56<00:00,  2.34it/s]
Epoch 0: |          | 6878/? [48:57<00:00,  2.34it/s]
Epoch 0: |          | 6878/? [48:57<00:00,  2.34it/s]
Epoch 0: |          | 6879/? [48:57<00:00,  2.34it/s]
Epoch 0: |          | 6879/? [48:57<00:00,  2.34it/s]
Epoch 0: |          | 6880/? [48:57<00:00,  2.34it/s]
Epoch 0: |          | 6880/? [48:57<00:00,  2.34it/s]
Epoch 0: |          | 6881/? [48:57<00:00,  2.34it/s]
Epoch 0: |          | 6881/? [48:57<00:00,  2.34it/s]
Epoch 0: |          | 6882/? [48:58<00:00,  2.34it/s]
Epoch 0: |          | 6882/? [48:58<00:00,  2.34it/s]
Epoch 0: |          | 6883/? [48:58<00:00,  2.34it/s]
Epoch 0: |          | 6883/? [48:58<00:00,  2.34it/s]
Epoch 0: |          | 6884/? [48:58<00:00,  2.34it/s]
Epoch 0: |          | 6884/? [48:58<00:00,  2.34it/s]
Epoch 0: |          | 6885/? [48:58<00:00,  2.34it/s]
Epoch 0: |          | 6885/? [48:58<00:00,  2.34it/s]
Epoch 0: |          | 6886/? [48:59<00:00,  2.34it/s]
Epoch 0: |          | 6886/? [48:59<00:00,  2.34it/s]
Epoch 0: |          | 6887/? [48:59<00:00,  2.34it/s]
Epoch 0: |          | 6887/? [48:59<00:00,  2.34it/s]
Epoch 0: |          | 6888/? [48:59<00:00,  2.34it/s]
Epoch 0: |          | 6888/? [48:59<00:00,  2.34it/s]
Epoch 0: |          | 6889/? [49:00<00:00,  2.34it/s]
Epoch 0: |          | 6889/? [49:00<00:00,  2.34it/s]
Epoch 0: |          | 6890/? [49:00<00:00,  2.34it/s]
Epoch 0: |          | 6890/? [49:00<00:00,  2.34it/s]
Epoch 0: |          | 6891/? [49:00<00:00,  2.34it/s]
Epoch 0: |          | 6891/? [49:00<00:00,  2.34it/s]
Epoch 0: |          | 6892/? [49:00<00:00,  2.34it/s]
Epoch 0: |          | 6892/? [49:00<00:00,  2.34it/s]
Epoch 0: |          | 6893/? [49:01<00:00,  2.34it/s]
Epoch 0: |          | 6893/? [49:01<00:00,  2.34it/s]
Epoch 0: |          | 6894/? [49:01<00:00,  2.34it/s]
Epoch 0: |          | 6894/? [49:01<00:00,  2.34it/s]
Epoch 0: |          | 6895/? [49:01<00:00,  2.34it/s]
Epoch 0: |          | 6895/? [49:01<00:00,  2.34it/s]
Epoch 0: |          | 6896/? [49:02<00:00,  2.34it/s]
Epoch 0: |          | 6896/? [49:02<00:00,  2.34it/s]
Epoch 0: |          | 6897/? [49:02<00:00,  2.34it/s]
Epoch 0: |          | 6897/? [49:02<00:00,  2.34it/s]
Epoch 0: |          | 6898/? [49:02<00:00,  2.34it/s]
Epoch 0: |          | 6898/? [49:02<00:00,  2.34it/s]
Epoch 0: |          | 6899/? [49:02<00:00,  2.34it/s]
Epoch 0: |          | 6899/? [49:02<00:00,  2.34it/s]
Epoch 0: |          | 6900/? [49:03<00:00,  2.34it/s]
Epoch 0: |          | 6900/? [49:03<00:00,  2.34it/s]
Epoch 0: |          | 6901/? [49:03<00:00,  2.34it/s]
Epoch 0: |          | 6901/? [49:03<00:00,  2.34it/s]
Epoch 0: |          | 6902/? [49:03<00:00,  2.34it/s]
Epoch 0: |          | 6902/? [49:03<00:00,  2.34it/s]
Epoch 0: |          | 6903/? [49:04<00:00,  2.34it/s]
Epoch 0: |          | 6903/? [49:04<00:00,  2.34it/s]
Epoch 0: |          | 6904/? [49:04<00:00,  2.34it/s]
Epoch 0: |          | 6904/? [49:04<00:00,  2.34it/s]
Epoch 0: |          | 6905/? [49:04<00:00,  2.34it/s]
Epoch 0: |          | 6905/? [49:04<00:00,  2.34it/s]
Epoch 0: |          | 6906/? [49:04<00:00,  2.35it/s]
Epoch 0: |          | 6906/? [49:04<00:00,  2.35it/s]
Epoch 0: |          | 6907/? [49:05<00:00,  2.35it/s]
Epoch 0: |          | 6907/? [49:05<00:00,  2.35it/s]
Epoch 0: |          | 6908/? [49:05<00:00,  2.35it/s]
Epoch 0: |          | 6908/? [49:05<00:00,  2.35it/s]
Epoch 0: |          | 6909/? [49:05<00:00,  2.35it/s]
Epoch 0: |          | 6909/? [49:05<00:00,  2.35it/s]
Epoch 0: |          | 6910/? [49:06<00:00,  2.35it/s]
Epoch 0: |          | 6910/? [49:06<00:00,  2.35it/s]
Epoch 0: |          | 6911/? [49:06<00:00,  2.35it/s]
Epoch 0: |          | 6911/? [49:06<00:00,  2.35it/s]
Epoch 0: |          | 6912/? [49:06<00:00,  2.35it/s]
Epoch 0: |          | 6912/? [49:06<00:00,  2.35it/s]
Epoch 0: |          | 6913/? [49:06<00:00,  2.35it/s]
Epoch 0: |          | 6913/? [49:06<00:00,  2.35it/s]
Epoch 0: |          | 6914/? [49:07<00:00,  2.35it/s]
Epoch 0: |          | 6914/? [49:07<00:00,  2.35it/s]
Epoch 0: |          | 6915/? [49:07<00:00,  2.35it/s]
Epoch 0: |          | 6915/? [49:07<00:00,  2.35it/s]
Epoch 0: |          | 6916/? [49:07<00:00,  2.35it/s]
Epoch 0: |          | 6916/? [49:07<00:00,  2.35it/s]
Epoch 0: |          | 6917/? [49:08<00:00,  2.35it/s]
Epoch 0: |          | 6917/? [49:08<00:00,  2.35it/s]
Epoch 0: |          | 6918/? [49:08<00:00,  2.35it/s]
Epoch 0: |          | 6918/? [49:08<00:00,  2.35it/s]
Epoch 0: |          | 6919/? [49:08<00:00,  2.35it/s]
Epoch 0: |          | 6919/? [49:08<00:00,  2.35it/s]
Epoch 0: |          | 6920/? [49:08<00:00,  2.35it/s]
Epoch 0: |          | 6920/? [49:08<00:00,  2.35it/s]
Epoch 0: |          | 6921/? [49:09<00:00,  2.35it/s]
Epoch 0: |          | 6921/? [49:09<00:00,  2.35it/s]
Epoch 0: |          | 6922/? [49:09<00:00,  2.35it/s]
Epoch 0: |          | 6922/? [49:09<00:00,  2.35it/s]
Epoch 0: |          | 6923/? [49:09<00:00,  2.35it/s]
Epoch 0: |          | 6923/? [49:09<00:00,  2.35it/s]
Epoch 0: |          | 6924/? [49:10<00:00,  2.35it/s]
Epoch 0: |          | 6924/? [49:10<00:00,  2.35it/s]
Epoch 0: |          | 6925/? [49:10<00:00,  2.35it/s]
Epoch 0: |          | 6925/? [49:10<00:00,  2.35it/s]
Epoch 0: |          | 6926/? [49:10<00:00,  2.35it/s]
Epoch 0: |          | 6926/? [49:10<00:00,  2.35it/s]
Epoch 0: |          | 6927/? [49:10<00:00,  2.35it/s]
Epoch 0: |          | 6927/? [49:10<00:00,  2.35it/s]
Epoch 0: |          | 6928/? [49:11<00:00,  2.35it/s]
Epoch 0: |          | 6928/? [49:11<00:00,  2.35it/s]
Epoch 0: |          | 6929/? [49:11<00:00,  2.35it/s]
Epoch 0: |          | 6929/? [49:11<00:00,  2.35it/s]
Epoch 0: |          | 6930/? [49:11<00:00,  2.35it/s]
Epoch 0: |          | 6930/? [49:11<00:00,  2.35it/s]
Epoch 0: |          | 6931/? [49:12<00:00,  2.35it/s]
Epoch 0: |          | 6931/? [49:12<00:00,  2.35it/s]
Epoch 0: |          | 6932/? [49:12<00:00,  2.35it/s]
Epoch 0: |          | 6932/? [49:12<00:00,  2.35it/s]
Epoch 0: |          | 6933/? [49:12<00:00,  2.35it/s]
Epoch 0: |          | 6933/? [49:12<00:00,  2.35it/s]
Epoch 0: |          | 6934/? [49:12<00:00,  2.35it/s]
Epoch 0: |          | 6934/? [49:12<00:00,  2.35it/s]
Epoch 0: |          | 6935/? [49:13<00:00,  2.35it/s]
Epoch 0: |          | 6935/? [49:13<00:00,  2.35it/s]
Epoch 0: |          | 6936/? [49:13<00:00,  2.35it/s]
Epoch 0: |          | 6936/? [49:13<00:00,  2.35it/s]
Epoch 0: |          | 6937/? [49:13<00:00,  2.35it/s]
Epoch 0: |          | 6937/? [49:13<00:00,  2.35it/s]
Epoch 0: |          | 6938/? [49:13<00:00,  2.35it/s]
Epoch 0: |          | 6938/? [49:13<00:00,  2.35it/s]
Epoch 0: |          | 6939/? [49:14<00:00,  2.35it/s]
Epoch 0: |          | 6939/? [49:14<00:00,  2.35it/s]
Epoch 0: |          | 6940/? [49:14<00:00,  2.35it/s]
Epoch 0: |          | 6940/? [49:14<00:00,  2.35it/s]
Epoch 0: |          | 6941/? [49:14<00:00,  2.35it/s]
Epoch 0: |          | 6941/? [49:14<00:00,  2.35it/s]
Epoch 0: |          | 6942/? [49:15<00:00,  2.35it/s]
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Epoch 0: |          | 6943/? [49:15<00:00,  2.35it/s]
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Epoch 0: |          | 6944/? [49:15<00:00,  2.35it/s]
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Epoch 0: |          | 6945/? [49:15<00:00,  2.35it/s]
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Epoch 0: |          | 6946/? [49:16<00:00,  2.35it/s]
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Epoch 0: |          | 6947/? [49:16<00:00,  2.35it/s]
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Epoch 0: |          | 6948/? [49:16<00:00,  2.35it/s]
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Epoch 0: |          | 6949/? [49:17<00:00,  2.35it/s]
Epoch 0: |          | 6949/? [49:17<00:00,  2.35it/s]
Epoch 0: |          | 6950/? [49:17<00:00,  2.35it/s]
Epoch 0: |          | 6950/? [49:17<00:00,  2.35it/s]
Epoch 0: |          | 6951/? [49:17<00:00,  2.35it/s]
Epoch 0: |          | 6951/? [49:17<00:00,  2.35it/s]
Epoch 0: |          | 6952/? [49:17<00:00,  2.35it/s]
Epoch 0: |          | 6952/? [49:17<00:00,  2.35it/s]
Epoch 0: |          | 6953/? [49:18<00:00,  2.35it/s]
Epoch 0: |          | 6953/? [49:18<00:00,  2.35it/s]
Epoch 0: |          | 6954/? [49:18<00:00,  2.35it/s]
Epoch 0: |          | 6954/? [49:18<00:00,  2.35it/s]
Epoch 0: |          | 6955/? [49:18<00:00,  2.35it/s]
Epoch 0: |          | 6955/? [49:18<00:00,  2.35it/s]
Epoch 0: |          | 6956/? [49:19<00:00,  2.35it/s]
Epoch 0: |          | 6956/? [49:19<00:00,  2.35it/s]
Epoch 0: |          | 6957/? [49:19<00:00,  2.35it/s]
Epoch 0: |          | 6957/? [49:19<00:00,  2.35it/s]
Epoch 0: |          | 6958/? [49:19<00:00,  2.35it/s]
Epoch 0: |          | 6958/? [49:19<00:00,  2.35it/s]
Epoch 0: |          | 6959/? [49:19<00:00,  2.35it/s]
Epoch 0: |          | 6959/? [49:19<00:00,  2.35it/s]
Epoch 0: |          | 6960/? [49:20<00:00,  2.35it/s]
Epoch 0: |          | 6960/? [49:20<00:00,  2.35it/s]
Epoch 0: |          | 6961/? [49:20<00:00,  2.35it/s]
Epoch 0: |          | 6961/? [49:20<00:00,  2.35it/s]
Epoch 0: |          | 6962/? [49:20<00:00,  2.35it/s]
Epoch 0: |          | 6962/? [49:20<00:00,  2.35it/s]
Epoch 0: |          | 6963/? [49:20<00:00,  2.35it/s]
Epoch 0: |          | 6963/? [49:20<00:00,  2.35it/s]
Epoch 0: |          | 6964/? [49:21<00:00,  2.35it/s]
Epoch 0: |          | 6964/? [49:21<00:00,  2.35it/s]
Epoch 0: |          | 6965/? [49:21<00:00,  2.35it/s]
Epoch 0: |          | 6965/? [49:21<00:00,  2.35it/s]
Epoch 0: |          | 6966/? [49:21<00:00,  2.35it/s]
Epoch 0: |          | 6966/? [49:21<00:00,  2.35it/s]
Epoch 0: |          | 6967/? [49:22<00:00,  2.35it/s]
Epoch 0: |          | 6967/? [49:22<00:00,  2.35it/s]
Epoch 0: |          | 6968/? [49:22<00:00,  2.35it/s]
Epoch 0: |          | 6968/? [49:22<00:00,  2.35it/s]
Epoch 0: |          | 6969/? [49:22<00:00,  2.35it/s]
Epoch 0: |          | 6969/? [49:22<00:00,  2.35it/s]
Epoch 0: |          | 6970/? [49:22<00:00,  2.35it/s]
Epoch 0: |          | 6970/? [49:22<00:00,  2.35it/s]
Epoch 0: |          | 6971/? [49:23<00:00,  2.35it/s]
Epoch 0: |          | 6971/? [49:23<00:00,  2.35it/s]
Epoch 0: |          | 6972/? [49:23<00:00,  2.35it/s]
Epoch 0: |          | 6972/? [49:23<00:00,  2.35it/s]
Epoch 0: |          | 6973/? [49:23<00:00,  2.35it/s]
Epoch 0: |          | 6973/? [49:23<00:00,  2.35it/s]
Epoch 0: |          | 6974/? [49:23<00:00,  2.35it/s]
Epoch 0: |          | 6974/? [49:23<00:00,  2.35it/s]
Epoch 0: |          | 6975/? [49:24<00:00,  2.35it/s]
Epoch 0: |          | 6975/? [49:24<00:00,  2.35it/s]
Epoch 0: |          | 6976/? [49:24<00:00,  2.35it/s]
Epoch 0: |          | 6976/? [49:24<00:00,  2.35it/s]
Epoch 0: |          | 6977/? [49:24<00:00,  2.35it/s]
Epoch 0: |          | 6977/? [49:24<00:00,  2.35it/s]
Epoch 0: |          | 6978/? [49:25<00:00,  2.35it/s]
Epoch 0: |          | 6978/? [49:25<00:00,  2.35it/s]
Epoch 0: |          | 6979/? [49:25<00:00,  2.35it/s]
Epoch 0: |          | 6979/? [49:25<00:00,  2.35it/s]
Epoch 0: |          | 6980/? [49:25<00:00,  2.35it/s]
Epoch 0: |          | 6980/? [49:25<00:00,  2.35it/s]
Epoch 0: |          | 6981/? [49:25<00:00,  2.35it/s]
Epoch 0: |          | 6981/? [49:25<00:00,  2.35it/s]
Epoch 0: |          | 6982/? [49:26<00:00,  2.35it/s]
Epoch 0: |          | 6982/? [49:26<00:00,  2.35it/s]
Epoch 0: |          | 6983/? [49:26<00:00,  2.35it/s]
Epoch 0: |          | 6983/? [49:26<00:00,  2.35it/s]
Epoch 0: |          | 6984/? [49:26<00:00,  2.35it/s]
Epoch 0: |          | 6984/? [49:26<00:00,  2.35it/s]
Epoch 0: |          | 6985/? [49:27<00:00,  2.35it/s]
Epoch 0: |          | 6985/? [49:27<00:00,  2.35it/s]
Epoch 0: |          | 6986/? [49:27<00:00,  2.35it/s]
Epoch 0: |          | 6986/? [49:27<00:00,  2.35it/s]
Epoch 0: |          | 6987/? [49:27<00:00,  2.35it/s]
Epoch 0: |          | 6987/? [49:27<00:00,  2.35it/s]
Epoch 0: |          | 6988/? [49:27<00:00,  2.35it/s]
Epoch 0: |          | 6988/? [49:27<00:00,  2.35it/s]
Epoch 0: |          | 6989/? [49:28<00:00,  2.35it/s]
Epoch 0: |          | 6989/? [49:28<00:00,  2.35it/s]
Epoch 0: |          | 6990/? [49:28<00:00,  2.35it/s]
Epoch 0: |          | 6990/? [49:28<00:00,  2.35it/s]
Epoch 0: |          | 6991/? [49:28<00:00,  2.35it/s]
Epoch 0: |          | 6991/? [49:28<00:00,  2.35it/s]
Epoch 0: |          | 6992/? [49:28<00:00,  2.36it/s]
Epoch 0: |          | 6992/? [49:28<00:00,  2.36it/s]
Epoch 0: |          | 6993/? [49:29<00:00,  2.36it/s]
Epoch 0: |          | 6993/? [49:29<00:00,  2.36it/s]
Epoch 0: |          | 6994/? [49:29<00:00,  2.36it/s]
Epoch 0: |          | 6994/? [49:29<00:00,  2.36it/s]
Epoch 0: |          | 6995/? [49:29<00:00,  2.36it/s]
Epoch 0: |          | 6995/? [49:29<00:00,  2.36it/s]
Epoch 0: |          | 6996/? [49:30<00:00,  2.36it/s]
Epoch 0: |          | 6996/? [49:30<00:00,  2.36it/s]
Epoch 0: |          | 6997/? [49:30<00:00,  2.36it/s]
Epoch 0: |          | 6997/? [49:30<00:00,  2.36it/s]
Epoch 0: |          | 6998/? [49:30<00:00,  2.36it/s]
Epoch 0: |          | 6998/? [49:30<00:00,  2.36it/s]
Epoch 0: |          | 6999/? [49:30<00:00,  2.36it/s]
Epoch 0: |          | 6999/? [49:30<00:00,  2.36it/s]
Epoch 0: |          | 7000/? [49:31<00:00,  2.36it/s]
Epoch 0: |          | 7000/? [49:31<00:00,  2.36it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.54it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.00it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.96it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.46it/s]

Epoch 0: |          | 7000/? [49:31<00:00,  2.36it/s]
Epoch 0: |          | 7001/? [49:31<00:00,  2.36it/s]
Epoch 0: |          | 7001/? [49:31<00:00,  2.36it/s]
Epoch 0: |          | 7002/? [49:32<00:00,  2.36it/s]
Epoch 0: |          | 7002/? [49:32<00:00,  2.36it/s]
Epoch 0: |          | 7003/? [49:32<00:00,  2.36it/s]
Epoch 0: |          | 7003/? [49:32<00:00,  2.36it/s]
Epoch 0: |          | 7004/? [49:32<00:00,  2.36it/s]
Epoch 0: |          | 7004/? [49:32<00:00,  2.36it/s]
Epoch 0: |          | 7005/? [49:32<00:00,  2.36it/s]
Epoch 0: |          | 7005/? [49:32<00:00,  2.36it/s]
Epoch 0: |          | 7006/? [49:33<00:00,  2.36it/s]
Epoch 0: |          | 7006/? [49:33<00:00,  2.36it/s]
Epoch 0: |          | 7007/? [49:33<00:00,  2.36it/s]
Epoch 0: |          | 7007/? [49:33<00:00,  2.36it/s]
Epoch 0: |          | 7008/? [49:33<00:00,  2.36it/s]
Epoch 0: |          | 7008/? [49:33<00:00,  2.36it/s]
Epoch 0: |          | 7009/? [49:34<00:00,  2.36it/s]
Epoch 0: |          | 7009/? [49:34<00:00,  2.36it/s]
Epoch 0: |          | 7010/? [49:34<00:00,  2.36it/s]
Epoch 0: |          | 7010/? [49:34<00:00,  2.36it/s]
Epoch 0: |          | 7011/? [49:34<00:00,  2.36it/s]
Epoch 0: |          | 7011/? [49:34<00:00,  2.36it/s]
Epoch 0: |          | 7012/? [49:34<00:00,  2.36it/s]
Epoch 0: |          | 7012/? [49:34<00:00,  2.36it/s]
Epoch 0: |          | 7013/? [49:35<00:00,  2.36it/s]
Epoch 0: |          | 7013/? [49:35<00:00,  2.36it/s]
Epoch 0: |          | 7014/? [49:35<00:00,  2.36it/s]
Epoch 0: |          | 7014/? [49:35<00:00,  2.36it/s]
Epoch 0: |          | 7015/? [49:35<00:00,  2.36it/s]
Epoch 0: |          | 7015/? [49:35<00:00,  2.36it/s]
Epoch 0: |          | 7016/? [49:36<00:00,  2.36it/s]
Epoch 0: |          | 7016/? [49:36<00:00,  2.36it/s]
Epoch 0: |          | 7017/? [49:36<00:00,  2.36it/s]
Epoch 0: |          | 7017/? [49:36<00:00,  2.36it/s]
Epoch 0: |          | 7018/? [49:36<00:00,  2.36it/s]
Epoch 0: |          | 7018/? [49:36<00:00,  2.36it/s]
Epoch 0: |          | 7019/? [49:36<00:00,  2.36it/s]
Epoch 0: |          | 7019/? [49:36<00:00,  2.36it/s]
Epoch 0: |          | 7020/? [49:37<00:00,  2.36it/s]
Epoch 0: |          | 7020/? [49:37<00:00,  2.36it/s]
Epoch 0: |          | 7021/? [49:37<00:00,  2.36it/s]
Epoch 0: |          | 7021/? [49:37<00:00,  2.36it/s]
Epoch 0: |          | 7022/? [49:37<00:00,  2.36it/s]
Epoch 0: |          | 7022/? [49:37<00:00,  2.36it/s]
Epoch 0: |          | 7023/? [49:37<00:00,  2.36it/s]
Epoch 0: |          | 7023/? [49:37<00:00,  2.36it/s]
Epoch 0: |          | 7024/? [49:38<00:00,  2.36it/s]
Epoch 0: |          | 7024/? [49:38<00:00,  2.36it/s]
Epoch 0: |          | 7025/? [49:38<00:00,  2.36it/s]
Epoch 0: |          | 7025/? [49:38<00:00,  2.36it/s]
Epoch 0: |          | 7026/? [49:38<00:00,  2.36it/s]
Epoch 0: |          | 7026/? [49:38<00:00,  2.36it/s]
Epoch 0: |          | 7027/? [49:39<00:00,  2.36it/s]
Epoch 0: |          | 7027/? [49:39<00:00,  2.36it/s]
Epoch 0: |          | 7028/? [49:39<00:00,  2.36it/s]
Epoch 0: |          | 7028/? [49:39<00:00,  2.36it/s]
Epoch 0: |          | 7029/? [49:39<00:00,  2.36it/s]
Epoch 0: |          | 7029/? [49:39<00:00,  2.36it/s]
Epoch 0: |          | 7030/? [49:39<00:00,  2.36it/s]
Epoch 0: |          | 7030/? [49:39<00:00,  2.36it/s]
Epoch 0: |          | 7031/? [49:40<00:00,  2.36it/s]
Epoch 0: |          | 7031/? [49:40<00:00,  2.36it/s]
Epoch 0: |          | 7032/? [49:40<00:00,  2.36it/s]
Epoch 0: |          | 7032/? [49:40<00:00,  2.36it/s]
Epoch 0: |          | 7033/? [49:40<00:00,  2.36it/s]
Epoch 0: |          | 7033/? [49:40<00:00,  2.36it/s]
Epoch 0: |          | 7034/? [49:41<00:00,  2.36it/s]
Epoch 0: |          | 7034/? [49:41<00:00,  2.36it/s]
Epoch 0: |          | 7035/? [49:41<00:00,  2.36it/s]
Epoch 0: |          | 7035/? [49:41<00:00,  2.36it/s]
Epoch 0: |          | 7036/? [49:41<00:00,  2.36it/s]
Epoch 0: |          | 7036/? [49:41<00:00,  2.36it/s]
Epoch 0: |          | 7037/? [49:41<00:00,  2.36it/s]
Epoch 0: |          | 7037/? [49:41<00:00,  2.36it/s]
Epoch 0: |          | 7038/? [49:42<00:00,  2.36it/s]
Epoch 0: |          | 7038/? [49:42<00:00,  2.36it/s]
Epoch 0: |          | 7039/? [49:42<00:00,  2.36it/s]
Epoch 0: |          | 7039/? [49:42<00:00,  2.36it/s]
Epoch 0: |          | 7040/? [49:42<00:00,  2.36it/s]
Epoch 0: |          | 7040/? [49:42<00:00,  2.36it/s]
Epoch 0: |          | 7041/? [49:42<00:00,  2.36it/s]
Epoch 0: |          | 7041/? [49:42<00:00,  2.36it/s]
Epoch 0: |          | 7042/? [49:43<00:00,  2.36it/s]
Epoch 0: |          | 7042/? [49:43<00:00,  2.36it/s]
Epoch 0: |          | 7043/? [49:43<00:00,  2.36it/s]
Epoch 0: |          | 7043/? [49:43<00:00,  2.36it/s]
Epoch 0: |          | 7044/? [49:43<00:00,  2.36it/s]
Epoch 0: |          | 7044/? [49:43<00:00,  2.36it/s]
Epoch 0: |          | 7045/? [49:44<00:00,  2.36it/s]
Epoch 0: |          | 7045/? [49:44<00:00,  2.36it/s]
Epoch 0: |          | 7046/? [49:44<00:00,  2.36it/s]
Epoch 0: |          | 7046/? [49:44<00:00,  2.36it/s]
Epoch 0: |          | 7047/? [49:44<00:00,  2.36it/s]
Epoch 0: |          | 7047/? [49:44<00:00,  2.36it/s]
Epoch 0: |          | 7048/? [49:45<00:00,  2.36it/s]
Epoch 0: |          | 7048/? [49:45<00:00,  2.36it/s]
Epoch 0: |          | 7049/? [49:45<00:00,  2.36it/s]
Epoch 0: |          | 7049/? [49:45<00:00,  2.36it/s]
Epoch 0: |          | 7050/? [49:45<00:00,  2.36it/s]
Epoch 0: |          | 7050/? [49:45<00:00,  2.36it/s]
Epoch 0: |          | 7051/? [49:45<00:00,  2.36it/s]
Epoch 0: |          | 7051/? [49:45<00:00,  2.36it/s]
Epoch 0: |          | 7052/? [49:46<00:00,  2.36it/s]
Epoch 0: |          | 7052/? [49:46<00:00,  2.36it/s]
Epoch 0: |          | 7053/? [49:46<00:00,  2.36it/s]
Epoch 0: |          | 7053/? [49:46<00:00,  2.36it/s]
Epoch 0: |          | 7054/? [49:46<00:00,  2.36it/s]
Epoch 0: |          | 7054/? [49:46<00:00,  2.36it/s]
Epoch 0: |          | 7055/? [49:46<00:00,  2.36it/s]
Epoch 0: |          | 7055/? [49:46<00:00,  2.36it/s]
Epoch 0: |          | 7056/? [49:47<00:00,  2.36it/s]
Epoch 0: |          | 7056/? [49:47<00:00,  2.36it/s]
Epoch 0: |          | 7057/? [49:47<00:00,  2.36it/s]
Epoch 0: |          | 7057/? [49:47<00:00,  2.36it/s]
Epoch 0: |          | 7058/? [49:47<00:00,  2.36it/s]
Epoch 0: |          | 7058/? [49:47<00:00,  2.36it/s]
Epoch 0: |          | 7059/? [49:48<00:00,  2.36it/s]
Epoch 0: |          | 7059/? [49:48<00:00,  2.36it/s]
Epoch 0: |          | 7060/? [49:48<00:00,  2.36it/s]
Epoch 0: |          | 7060/? [49:48<00:00,  2.36it/s]
Epoch 0: |          | 7061/? [49:48<00:00,  2.36it/s]
Epoch 0: |          | 7061/? [49:48<00:00,  2.36it/s]
Epoch 0: |          | 7062/? [49:48<00:00,  2.36it/s]
Epoch 0: |          | 7062/? [49:48<00:00,  2.36it/s]
Epoch 0: |          | 7063/? [49:49<00:00,  2.36it/s]
Epoch 0: |          | 7063/? [49:49<00:00,  2.36it/s]
Epoch 0: |          | 7064/? [49:49<00:00,  2.36it/s]
Epoch 0: |          | 7064/? [49:49<00:00,  2.36it/s]
Epoch 0: |          | 7065/? [49:49<00:00,  2.36it/s]
Epoch 0: |          | 7065/? [49:49<00:00,  2.36it/s]
Epoch 0: |          | 7066/? [49:50<00:00,  2.36it/s]
Epoch 0: |          | 7066/? [49:50<00:00,  2.36it/s]
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Epoch 0: |          | 7171/? [50:19<00:00,  2.38it/s]
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Epoch 0: |          | 7181/? [50:22<00:00,  2.38it/s]
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Epoch 0: |          | 7192/? [50:25<00:00,  2.38it/s]
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Epoch 0: |          | 7199/? [50:27<00:00,  2.38it/s]
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Epoch 0: |          | 7200/? [50:27<00:00,  2.38it/s]
Epoch 0: |          | 7200/? [50:27<00:00,  2.38it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.37it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.04it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.02it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.49it/s]

Epoch 0: |          | 7200/? [50:27<00:00,  2.38it/s]
Epoch 0: |          | 7201/? [50:27<00:00,  2.38it/s]
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Epoch 0: |          | 7202/? [50:28<00:00,  2.38it/s]
Epoch 0: |          | 7202/? [50:28<00:00,  2.38it/s]
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Epoch 0: |          | 7250/? [50:41<00:00,  2.38it/s]
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Epoch 0: |          | 7251/? [50:41<00:00,  2.38it/s]
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Epoch 0: |          | 7272/? [50:47<00:00,  2.39it/s]
Epoch 0: |          | 7273/? [50:47<00:00,  2.39it/s]
Epoch 0: |          | 7273/? [50:47<00:00,  2.39it/s]
Epoch 0: |          | 7274/? [50:48<00:00,  2.39it/s]
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Epoch 0: |          | 7275/? [50:48<00:00,  2.39it/s]
Epoch 0: |          | 7275/? [50:48<00:00,  2.39it/s]
Epoch 0: |          | 7276/? [50:48<00:00,  2.39it/s]
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Epoch 0: |          | 7277/? [50:48<00:00,  2.39it/s]
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Epoch 0: |          | 7278/? [50:49<00:00,  2.39it/s]
Epoch 0: |          | 7278/? [50:49<00:00,  2.39it/s]
Epoch 0: |          | 7279/? [50:49<00:00,  2.39it/s]
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Epoch 0: |          | 7280/? [50:49<00:00,  2.39it/s]
Epoch 0: |          | 7280/? [50:49<00:00,  2.39it/s]
Epoch 0: |          | 7281/? [50:50<00:00,  2.39it/s]
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Epoch 0: |          | 7282/? [50:50<00:00,  2.39it/s]
Epoch 0: |          | 7282/? [50:50<00:00,  2.39it/s]
Epoch 0: |          | 7283/? [50:50<00:00,  2.39it/s]
Epoch 0: |          | 7283/? [50:50<00:00,  2.39it/s]
Epoch 0: |          | 7284/? [50:50<00:00,  2.39it/s]
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Epoch 0: |          | 7285/? [50:51<00:00,  2.39it/s]
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Epoch 0: |          | 7286/? [50:51<00:00,  2.39it/s]
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Epoch 0: |          | 7287/? [50:51<00:00,  2.39it/s]
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Epoch 0: |          | 7288/? [50:52<00:00,  2.39it/s]
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Epoch 0: |          | 7289/? [50:52<00:00,  2.39it/s]
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Epoch 0: |          | 7290/? [50:52<00:00,  2.39it/s]
Epoch 0: |          | 7290/? [50:52<00:00,  2.39it/s]
Epoch 0: |          | 7291/? [50:52<00:00,  2.39it/s]
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Epoch 0: |          | 7292/? [50:53<00:00,  2.39it/s]
Epoch 0: |          | 7292/? [50:53<00:00,  2.39it/s]
Epoch 0: |          | 7293/? [50:53<00:00,  2.39it/s]
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Epoch 0: |          | 7294/? [50:53<00:00,  2.39it/s]
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Epoch 0: |          | 7295/? [50:53<00:00,  2.39it/s]
Epoch 0: |          | 7295/? [50:53<00:00,  2.39it/s]
Epoch 0: |          | 7296/? [50:54<00:00,  2.39it/s]
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Epoch 0: |          | 7297/? [50:54<00:00,  2.39it/s]
Epoch 0: |          | 7297/? [50:54<00:00,  2.39it/s]
Epoch 0: |          | 7298/? [50:54<00:00,  2.39it/s]
Epoch 0: |          | 7298/? [50:54<00:00,  2.39it/s]
Epoch 0: |          | 7299/? [50:55<00:00,  2.39it/s]
Epoch 0: |          | 7299/? [50:55<00:00,  2.39it/s]
Epoch 0: |          | 7300/? [50:55<00:00,  2.39it/s]
Epoch 0: |          | 7300/? [50:55<00:00,  2.39it/s]
Epoch 0: |          | 7301/? [50:55<00:00,  2.39it/s]
Epoch 0: |          | 7301/? [50:55<00:00,  2.39it/s]
Epoch 0: |          | 7302/? [50:55<00:00,  2.39it/s]
Epoch 0: |          | 7302/? [50:55<00:00,  2.39it/s]
Epoch 0: |          | 7303/? [50:56<00:00,  2.39it/s]
Epoch 0: |          | 7303/? [50:56<00:00,  2.39it/s]
Epoch 0: |          | 7304/? [50:56<00:00,  2.39it/s]
Epoch 0: |          | 7304/? [50:56<00:00,  2.39it/s]
Epoch 0: |          | 7305/? [50:56<00:00,  2.39it/s]
Epoch 0: |          | 7305/? [50:56<00:00,  2.39it/s]
Epoch 0: |          | 7306/? [50:57<00:00,  2.39it/s]
Epoch 0: |          | 7306/? [50:57<00:00,  2.39it/s]
Epoch 0: |          | 7307/? [50:57<00:00,  2.39it/s]
Epoch 0: |          | 7307/? [50:57<00:00,  2.39it/s]
Epoch 0: |          | 7308/? [50:57<00:00,  2.39it/s]
Epoch 0: |          | 7308/? [50:57<00:00,  2.39it/s]
Epoch 0: |          | 7309/? [50:57<00:00,  2.39it/s]
Epoch 0: |          | 7309/? [50:57<00:00,  2.39it/s]
Epoch 0: |          | 7310/? [50:58<00:00,  2.39it/s]
Epoch 0: |          | 7310/? [50:58<00:00,  2.39it/s]
Epoch 0: |          | 7311/? [50:58<00:00,  2.39it/s]
Epoch 0: |          | 7311/? [50:58<00:00,  2.39it/s]
Epoch 0: |          | 7312/? [50:58<00:00,  2.39it/s]
Epoch 0: |          | 7312/? [50:58<00:00,  2.39it/s]
Epoch 0: |          | 7313/? [50:59<00:00,  2.39it/s]
Epoch 0: |          | 7313/? [50:59<00:00,  2.39it/s]
Epoch 0: |          | 7314/? [50:59<00:00,  2.39it/s]
Epoch 0: |          | 7314/? [50:59<00:00,  2.39it/s]
Epoch 0: |          | 7315/? [50:59<00:00,  2.39it/s]
Epoch 0: |          | 7315/? [50:59<00:00,  2.39it/s]
Epoch 0: |          | 7316/? [50:59<00:00,  2.39it/s]
Epoch 0: |          | 7316/? [50:59<00:00,  2.39it/s]
Epoch 0: |          | 7317/? [51:00<00:00,  2.39it/s]
Epoch 0: |          | 7317/? [51:00<00:00,  2.39it/s]
Epoch 0: |          | 7318/? [51:00<00:00,  2.39it/s]
Epoch 0: |          | 7318/? [51:00<00:00,  2.39it/s]
Epoch 0: |          | 7319/? [51:00<00:00,  2.39it/s]
Epoch 0: |          | 7319/? [51:00<00:00,  2.39it/s]
Epoch 0: |          | 7320/? [51:00<00:00,  2.39it/s]
Epoch 0: |          | 7320/? [51:00<00:00,  2.39it/s]
Epoch 0: |          | 7321/? [51:01<00:00,  2.39it/s]
Epoch 0: |          | 7321/? [51:01<00:00,  2.39it/s]
Epoch 0: |          | 7322/? [51:01<00:00,  2.39it/s]
Epoch 0: |          | 7322/? [51:01<00:00,  2.39it/s]
Epoch 0: |          | 7323/? [51:01<00:00,  2.39it/s]
Epoch 0: |          | 7323/? [51:01<00:00,  2.39it/s]
Epoch 0: |          | 7324/? [51:02<00:00,  2.39it/s]
Epoch 0: |          | 7324/? [51:02<00:00,  2.39it/s]
Epoch 0: |          | 7325/? [51:02<00:00,  2.39it/s]
Epoch 0: |          | 7325/? [51:02<00:00,  2.39it/s]
Epoch 0: |          | 7326/? [51:02<00:00,  2.39it/s]
Epoch 0: |          | 7326/? [51:02<00:00,  2.39it/s]
Epoch 0: |          | 7327/? [51:02<00:00,  2.39it/s]
Epoch 0: |          | 7327/? [51:02<00:00,  2.39it/s]
Epoch 0: |          | 7328/? [51:03<00:00,  2.39it/s]
Epoch 0: |          | 7328/? [51:03<00:00,  2.39it/s]
Epoch 0: |          | 7329/? [51:03<00:00,  2.39it/s]
Epoch 0: |          | 7329/? [51:03<00:00,  2.39it/s]
Epoch 0: |          | 7330/? [51:03<00:00,  2.39it/s]
Epoch 0: |          | 7330/? [51:03<00:00,  2.39it/s]
Epoch 0: |          | 7331/? [51:03<00:00,  2.39it/s]
Epoch 0: |          | 7331/? [51:03<00:00,  2.39it/s]
Epoch 0: |          | 7332/? [51:04<00:00,  2.39it/s]
Epoch 0: |          | 7332/? [51:04<00:00,  2.39it/s]
Epoch 0: |          | 7333/? [51:04<00:00,  2.39it/s]
Epoch 0: |          | 7333/? [51:04<00:00,  2.39it/s]
Epoch 0: |          | 7334/? [51:04<00:00,  2.39it/s]
Epoch 0: |          | 7334/? [51:04<00:00,  2.39it/s]
Epoch 0: |          | 7335/? [51:05<00:00,  2.39it/s]
Epoch 0: |          | 7335/? [51:05<00:00,  2.39it/s]
Epoch 0: |          | 7336/? [51:05<00:00,  2.39it/s]
Epoch 0: |          | 7336/? [51:05<00:00,  2.39it/s]
Epoch 0: |          | 7337/? [51:05<00:00,  2.39it/s]
Epoch 0: |          | 7337/? [51:05<00:00,  2.39it/s]
Epoch 0: |          | 7338/? [51:05<00:00,  2.39it/s]
Epoch 0: |          | 7338/? [51:05<00:00,  2.39it/s]
Epoch 0: |          | 7339/? [51:06<00:00,  2.39it/s]
Epoch 0: |          | 7339/? [51:06<00:00,  2.39it/s]
Epoch 0: |          | 7340/? [51:06<00:00,  2.39it/s]
Epoch 0: |          | 7340/? [51:06<00:00,  2.39it/s]
Epoch 0: |          | 7341/? [51:06<00:00,  2.39it/s]
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Epoch 0: |          | 7342/? [51:06<00:00,  2.39it/s]
Epoch 0: |          | 7343/? [51:07<00:00,  2.39it/s]
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Epoch 0: |          | 7344/? [51:07<00:00,  2.39it/s]
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Epoch 0: |          | 7347/? [51:08<00:00,  2.39it/s]
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Epoch 0: |          | 7348/? [51:08<00:00,  2.39it/s]
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Epoch 0: |          | 7349/? [51:08<00:00,  2.39it/s]
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Epoch 0: |          | 7350/? [51:09<00:00,  2.39it/s]
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Epoch 0: |          | 7351/? [51:09<00:00,  2.39it/s]
Epoch 0: |          | 7351/? [51:09<00:00,  2.39it/s]
Epoch 0: |          | 7352/? [51:09<00:00,  2.39it/s]
Epoch 0: |          | 7352/? [51:09<00:00,  2.39it/s]
Epoch 0: |          | 7353/? [51:10<00:00,  2.40it/s]
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Epoch 0: |          | 7354/? [51:10<00:00,  2.40it/s]
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Epoch 0: |          | 7355/? [51:10<00:00,  2.40it/s]
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Epoch 0: |          | 7356/? [51:10<00:00,  2.40it/s]
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Epoch 0: |          | 7357/? [51:11<00:00,  2.40it/s]
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Epoch 0: |          | 7358/? [51:11<00:00,  2.40it/s]
Epoch 0: |          | 7358/? [51:11<00:00,  2.40it/s]
Epoch 0: |          | 7359/? [51:11<00:00,  2.40it/s]
Epoch 0: |          | 7359/? [51:11<00:00,  2.40it/s]
Epoch 0: |          | 7360/? [51:11<00:00,  2.40it/s]
Epoch 0: |          | 7360/? [51:11<00:00,  2.40it/s]
Epoch 0: |          | 7361/? [51:12<00:00,  2.40it/s]
Epoch 0: |          | 7361/? [51:12<00:00,  2.40it/s]
Epoch 0: |          | 7362/? [51:12<00:00,  2.40it/s]
Epoch 0: |          | 7362/? [51:12<00:00,  2.40it/s]
Epoch 0: |          | 7363/? [51:12<00:00,  2.40it/s]
Epoch 0: |          | 7363/? [51:12<00:00,  2.40it/s]
Epoch 0: |          | 7364/? [51:13<00:00,  2.40it/s]
Epoch 0: |          | 7364/? [51:13<00:00,  2.40it/s]
Epoch 0: |          | 7365/? [51:13<00:00,  2.40it/s]
Epoch 0: |          | 7365/? [51:13<00:00,  2.40it/s]
Epoch 0: |          | 7366/? [51:13<00:00,  2.40it/s]
Epoch 0: |          | 7366/? [51:13<00:00,  2.40it/s]
Epoch 0: |          | 7367/? [51:13<00:00,  2.40it/s]
Epoch 0: |          | 7367/? [51:13<00:00,  2.40it/s]
Epoch 0: |          | 7368/? [51:14<00:00,  2.40it/s]
Epoch 0: |          | 7368/? [51:14<00:00,  2.40it/s]
Epoch 0: |          | 7369/? [51:14<00:00,  2.40it/s]
Epoch 0: |          | 7369/? [51:14<00:00,  2.40it/s]
Epoch 0: |          | 7370/? [51:14<00:00,  2.40it/s]
Epoch 0: |          | 7370/? [51:14<00:00,  2.40it/s]
Epoch 0: |          | 7371/? [51:14<00:00,  2.40it/s]
Epoch 0: |          | 7371/? [51:14<00:00,  2.40it/s]
Epoch 0: |          | 7372/? [51:15<00:00,  2.40it/s]
Epoch 0: |          | 7372/? [51:15<00:00,  2.40it/s]
Epoch 0: |          | 7373/? [51:15<00:00,  2.40it/s]
Epoch 0: |          | 7373/? [51:15<00:00,  2.40it/s]
Epoch 0: |          | 7374/? [51:15<00:00,  2.40it/s]
Epoch 0: |          | 7374/? [51:15<00:00,  2.40it/s]
Epoch 0: |          | 7375/? [51:16<00:00,  2.40it/s]
Epoch 0: |          | 7375/? [51:16<00:00,  2.40it/s]
Epoch 0: |          | 7376/? [51:16<00:00,  2.40it/s]
Epoch 0: |          | 7376/? [51:16<00:00,  2.40it/s]
Epoch 0: |          | 7377/? [51:16<00:00,  2.40it/s]
Epoch 0: |          | 7377/? [51:16<00:00,  2.40it/s]
Epoch 0: |          | 7378/? [51:16<00:00,  2.40it/s]
Epoch 0: |          | 7378/? [51:16<00:00,  2.40it/s]
Epoch 0: |          | 7379/? [51:17<00:00,  2.40it/s]
Epoch 0: |          | 7379/? [51:17<00:00,  2.40it/s]
Epoch 0: |          | 7380/? [51:17<00:00,  2.40it/s]
Epoch 0: |          | 7380/? [51:17<00:00,  2.40it/s]
Epoch 0: |          | 7381/? [51:17<00:00,  2.40it/s]
Epoch 0: |          | 7381/? [51:17<00:00,  2.40it/s]
Epoch 0: |          | 7382/? [51:18<00:00,  2.40it/s]
Epoch 0: |          | 7382/? [51:18<00:00,  2.40it/s]
Epoch 0: |          | 7383/? [51:18<00:00,  2.40it/s]
Epoch 0: |          | 7383/? [51:18<00:00,  2.40it/s]
Epoch 0: |          | 7384/? [51:18<00:00,  2.40it/s]
Epoch 0: |          | 7384/? [51:18<00:00,  2.40it/s]
Epoch 0: |          | 7385/? [51:18<00:00,  2.40it/s]
Epoch 0: |          | 7385/? [51:18<00:00,  2.40it/s]
Epoch 0: |          | 7386/? [51:19<00:00,  2.40it/s]
Epoch 0: |          | 7386/? [51:19<00:00,  2.40it/s]
Epoch 0: |          | 7387/? [51:19<00:00,  2.40it/s]
Epoch 0: |          | 7387/? [51:19<00:00,  2.40it/s]
Epoch 0: |          | 7388/? [51:19<00:00,  2.40it/s]
Epoch 0: |          | 7388/? [51:19<00:00,  2.40it/s]
Epoch 0: |          | 7389/? [51:19<00:00,  2.40it/s]
Epoch 0: |          | 7389/? [51:19<00:00,  2.40it/s]
Epoch 0: |          | 7390/? [51:20<00:00,  2.40it/s]
Epoch 0: |          | 7390/? [51:20<00:00,  2.40it/s]
Epoch 0: |          | 7391/? [51:20<00:00,  2.40it/s]
Epoch 0: |          | 7391/? [51:20<00:00,  2.40it/s]
Epoch 0: |          | 7392/? [51:20<00:00,  2.40it/s]
Epoch 0: |          | 7392/? [51:20<00:00,  2.40it/s]
Epoch 0: |          | 7393/? [51:21<00:00,  2.40it/s]
Epoch 0: |          | 7393/? [51:21<00:00,  2.40it/s]
Epoch 0: |          | 7394/? [51:21<00:00,  2.40it/s]
Epoch 0: |          | 7394/? [51:21<00:00,  2.40it/s]
Epoch 0: |          | 7395/? [51:21<00:00,  2.40it/s]
Epoch 0: |          | 7395/? [51:21<00:00,  2.40it/s]
Epoch 0: |          | 7396/? [51:21<00:00,  2.40it/s]
Epoch 0: |          | 7396/? [51:21<00:00,  2.40it/s]
Epoch 0: |          | 7397/? [51:22<00:00,  2.40it/s]
Epoch 0: |          | 7397/? [51:22<00:00,  2.40it/s]
Epoch 0: |          | 7398/? [51:22<00:00,  2.40it/s]
Epoch 0: |          | 7398/? [51:22<00:00,  2.40it/s]
Epoch 0: |          | 7399/? [51:22<00:00,  2.40it/s]
Epoch 0: |          | 7399/? [51:22<00:00,  2.40it/s]
Epoch 0: |          | 7400/? [51:23<00:00,  2.40it/s]
Epoch 0: |          | 7400/? [51:23<00:00,  2.40it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.13it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.82it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.86it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.36it/s]

Epoch 0: |          | 7400/? [51:23<00:00,  2.40it/s]
Epoch 0: |          | 7401/? [51:23<00:00,  2.40it/s]
Epoch 0: |          | 7401/? [51:23<00:00,  2.40it/s]
Epoch 0: |          | 7402/? [51:23<00:00,  2.40it/s]
Epoch 0: |          | 7402/? [51:23<00:00,  2.40it/s]
Epoch 0: |          | 7403/? [51:24<00:00,  2.40it/s]
Epoch 0: |          | 7403/? [51:24<00:00,  2.40it/s]
Epoch 0: |          | 7404/? [51:24<00:00,  2.40it/s]
Epoch 0: |          | 7404/? [51:24<00:00,  2.40it/s]
Epoch 0: |          | 7405/? [51:24<00:00,  2.40it/s]
Epoch 0: |          | 7405/? [51:24<00:00,  2.40it/s]
Epoch 0: |          | 7406/? [51:25<00:00,  2.40it/s]
Epoch 0: |          | 7406/? [51:25<00:00,  2.40it/s]
Epoch 0: |          | 7407/? [51:25<00:00,  2.40it/s]
Epoch 0: |          | 7407/? [51:25<00:00,  2.40it/s]
Epoch 0: |          | 7408/? [51:25<00:00,  2.40it/s]
Epoch 0: |          | 7408/? [51:25<00:00,  2.40it/s]
Epoch 0: |          | 7409/? [51:25<00:00,  2.40it/s]
Epoch 0: |          | 7409/? [51:25<00:00,  2.40it/s]
Epoch 0: |          | 7410/? [51:26<00:00,  2.40it/s]
Epoch 0: |          | 7410/? [51:26<00:00,  2.40it/s]
Epoch 0: |          | 7411/? [51:26<00:00,  2.40it/s]
Epoch 0: |          | 7411/? [51:26<00:00,  2.40it/s]
Epoch 0: |          | 7412/? [51:26<00:00,  2.40it/s]
Epoch 0: |          | 7412/? [51:26<00:00,  2.40it/s]
Epoch 0: |          | 7413/? [51:26<00:00,  2.40it/s]
Epoch 0: |          | 7413/? [51:26<00:00,  2.40it/s]
Epoch 0: |          | 7414/? [51:27<00:00,  2.40it/s]
Epoch 0: |          | 7414/? [51:27<00:00,  2.40it/s]
Epoch 0: |          | 7415/? [51:27<00:00,  2.40it/s]
Epoch 0: |          | 7415/? [51:27<00:00,  2.40it/s]
Epoch 0: |          | 7416/? [51:27<00:00,  2.40it/s]
Epoch 0: |          | 7416/? [51:27<00:00,  2.40it/s]
Epoch 0: |          | 7417/? [51:28<00:00,  2.40it/s]
Epoch 0: |          | 7417/? [51:28<00:00,  2.40it/s]
Epoch 0: |          | 7418/? [51:28<00:00,  2.40it/s]
Epoch 0: |          | 7418/? [51:28<00:00,  2.40it/s]
Epoch 0: |          | 7419/? [51:28<00:00,  2.40it/s]
Epoch 0: |          | 7419/? [51:28<00:00,  2.40it/s]
Epoch 0: |          | 7420/? [51:28<00:00,  2.40it/s]
Epoch 0: |          | 7420/? [51:28<00:00,  2.40it/s]
Epoch 0: |          | 7421/? [51:29<00:00,  2.40it/s]
Epoch 0: |          | 7421/? [51:29<00:00,  2.40it/s]
Epoch 0: |          | 7422/? [51:29<00:00,  2.40it/s]
Epoch 0: |          | 7422/? [51:29<00:00,  2.40it/s]
Epoch 0: |          | 7423/? [51:29<00:00,  2.40it/s]
Epoch 0: |          | 7423/? [51:29<00:00,  2.40it/s]
Epoch 0: |          | 7424/? [51:30<00:00,  2.40it/s]
Epoch 0: |          | 7424/? [51:30<00:00,  2.40it/s]
Epoch 0: |          | 7425/? [51:30<00:00,  2.40it/s]
Epoch 0: |          | 7425/? [51:30<00:00,  2.40it/s]
Epoch 0: |          | 7426/? [51:30<00:00,  2.40it/s]
Epoch 0: |          | 7426/? [51:30<00:00,  2.40it/s]
Epoch 0: |          | 7427/? [51:30<00:00,  2.40it/s]
Epoch 0: |          | 7427/? [51:30<00:00,  2.40it/s]
Epoch 0: |          | 7428/? [51:31<00:00,  2.40it/s]
Epoch 0: |          | 7428/? [51:31<00:00,  2.40it/s]
Epoch 0: |          | 7429/? [51:31<00:00,  2.40it/s]
Epoch 0: |          | 7429/? [51:31<00:00,  2.40it/s]
Epoch 0: |          | 7430/? [51:31<00:00,  2.40it/s]
Epoch 0: |          | 7430/? [51:31<00:00,  2.40it/s]
Epoch 0: |          | 7431/? [51:31<00:00,  2.40it/s]
Epoch 0: |          | 7431/? [51:31<00:00,  2.40it/s]
Epoch 0: |          | 7432/? [51:32<00:00,  2.40it/s]
Epoch 0: |          | 7432/? [51:32<00:00,  2.40it/s]
Epoch 0: |          | 7433/? [51:32<00:00,  2.40it/s]
Epoch 0: |          | 7433/? [51:32<00:00,  2.40it/s]
Epoch 0: |          | 7434/? [51:32<00:00,  2.40it/s]
Epoch 0: |          | 7434/? [51:32<00:00,  2.40it/s]
Epoch 0: |          | 7435/? [51:33<00:00,  2.40it/s]
Epoch 0: |          | 7435/? [51:33<00:00,  2.40it/s]
Epoch 0: |          | 7436/? [51:33<00:00,  2.40it/s]
Epoch 0: |          | 7436/? [51:33<00:00,  2.40it/s]
Epoch 0: |          | 7437/? [51:33<00:00,  2.40it/s]
Epoch 0: |          | 7437/? [51:33<00:00,  2.40it/s]
Epoch 0: |          | 7438/? [51:33<00:00,  2.40it/s]
Epoch 0: |          | 7438/? [51:33<00:00,  2.40it/s]
Epoch 0: |          | 7439/? [51:34<00:00,  2.40it/s]
Epoch 0: |          | 7439/? [51:34<00:00,  2.40it/s]
Epoch 0: |          | 7440/? [51:34<00:00,  2.40it/s]
Epoch 0: |          | 7440/? [51:34<00:00,  2.40it/s]
Epoch 0: |          | 7441/? [51:34<00:00,  2.40it/s]
Epoch 0: |          | 7441/? [51:34<00:00,  2.40it/s]
Epoch 0: |          | 7442/? [51:34<00:00,  2.40it/s]
Epoch 0: |          | 7442/? [51:34<00:00,  2.40it/s]
Epoch 0: |          | 7443/? [51:35<00:00,  2.40it/s]
Epoch 0: |          | 7443/? [51:35<00:00,  2.40it/s]
Epoch 0: |          | 7444/? [51:35<00:00,  2.40it/s]
Epoch 0: |          | 7444/? [51:35<00:00,  2.40it/s]
Epoch 0: |          | 7445/? [51:35<00:00,  2.40it/s]
Epoch 0: |          | 7445/? [51:35<00:00,  2.40it/s]
Epoch 0: |          | 7446/? [51:36<00:00,  2.40it/s]
Epoch 0: |          | 7446/? [51:36<00:00,  2.40it/s]
Epoch 0: |          | 7447/? [51:36<00:00,  2.41it/s]
Epoch 0: |          | 7447/? [51:36<00:00,  2.41it/s]
Epoch 0: |          | 7448/? [51:36<00:00,  2.41it/s]
Epoch 0: |          | 7448/? [51:36<00:00,  2.41it/s]
Epoch 0: |          | 7449/? [51:36<00:00,  2.41it/s]
Epoch 0: |          | 7449/? [51:36<00:00,  2.41it/s]
Epoch 0: |          | 7450/? [51:37<00:00,  2.41it/s]
Epoch 0: |          | 7450/? [51:37<00:00,  2.41it/s]
Epoch 0: |          | 7451/? [51:37<00:00,  2.41it/s]
Epoch 0: |          | 7451/? [51:37<00:00,  2.41it/s]
Epoch 0: |          | 7452/? [51:37<00:00,  2.41it/s]
Epoch 0: |          | 7452/? [51:37<00:00,  2.41it/s]
Epoch 0: |          | 7453/? [51:38<00:00,  2.41it/s]
Epoch 0: |          | 7453/? [51:38<00:00,  2.41it/s]
Epoch 0: |          | 7454/? [51:38<00:00,  2.41it/s]
Epoch 0: |          | 7454/? [51:38<00:00,  2.41it/s]
Epoch 0: |          | 7455/? [51:38<00:00,  2.41it/s]
Epoch 0: |          | 7455/? [51:38<00:00,  2.41it/s]
Epoch 0: |          | 7456/? [51:38<00:00,  2.41it/s]
Epoch 0: |          | 7456/? [51:38<00:00,  2.41it/s]
Epoch 0: |          | 7457/? [51:39<00:00,  2.41it/s]
Epoch 0: |          | 7457/? [51:39<00:00,  2.41it/s]
Epoch 0: |          | 7458/? [51:39<00:00,  2.41it/s]
Epoch 0: |          | 7458/? [51:39<00:00,  2.41it/s]
Epoch 0: |          | 7459/? [51:39<00:00,  2.41it/s]
Epoch 0: |          | 7459/? [51:39<00:00,  2.41it/s]
Epoch 0: |          | 7460/? [51:39<00:00,  2.41it/s]
Epoch 0: |          | 7460/? [51:39<00:00,  2.41it/s]
Epoch 0: |          | 7461/? [51:40<00:00,  2.41it/s]
Epoch 0: |          | 7461/? [51:40<00:00,  2.41it/s]
Epoch 0: |          | 7462/? [51:40<00:00,  2.41it/s]
Epoch 0: |          | 7462/? [51:40<00:00,  2.41it/s]
Epoch 0: |          | 7463/? [51:40<00:00,  2.41it/s]
Epoch 0: |          | 7463/? [51:40<00:00,  2.41it/s]
Epoch 0: |          | 7464/? [51:41<00:00,  2.41it/s]
Epoch 0: |          | 7464/? [51:41<00:00,  2.41it/s]
Epoch 0: |          | 7465/? [51:41<00:00,  2.41it/s]
Epoch 0: |          | 7465/? [51:41<00:00,  2.41it/s]
Epoch 0: |          | 7466/? [51:41<00:00,  2.41it/s]
Epoch 0: |          | 7466/? [51:41<00:00,  2.41it/s]
Epoch 0: |          | 7467/? [51:41<00:00,  2.41it/s]
Epoch 0: |          | 7467/? [51:41<00:00,  2.41it/s]
Epoch 0: |          | 7468/? [51:42<00:00,  2.41it/s]
Epoch 0: |          | 7468/? [51:42<00:00,  2.41it/s]
Epoch 0: |          | 7469/? [51:42<00:00,  2.41it/s]
Epoch 0: |          | 7469/? [51:42<00:00,  2.41it/s]
Epoch 0: |          | 7470/? [51:42<00:00,  2.41it/s]
Epoch 0: |          | 7470/? [51:42<00:00,  2.41it/s]
Epoch 0: |          | 7471/? [51:42<00:00,  2.41it/s]
Epoch 0: |          | 7471/? [51:42<00:00,  2.41it/s]
Epoch 0: |          | 7472/? [51:43<00:00,  2.41it/s]
Epoch 0: |          | 7472/? [51:43<00:00,  2.41it/s]
Epoch 0: |          | 7473/? [51:43<00:00,  2.41it/s]
Epoch 0: |          | 7473/? [51:43<00:00,  2.41it/s]
Epoch 0: |          | 7474/? [51:43<00:00,  2.41it/s]
Epoch 0: |          | 7474/? [51:43<00:00,  2.41it/s]
Epoch 0: |          | 7475/? [51:44<00:00,  2.41it/s]
Epoch 0: |          | 7475/? [51:44<00:00,  2.41it/s]
Epoch 0: |          | 7476/? [51:44<00:00,  2.41it/s]
Epoch 0: |          | 7476/? [51:44<00:00,  2.41it/s]
Epoch 0: |          | 7477/? [51:44<00:00,  2.41it/s]
Epoch 0: |          | 7477/? [51:44<00:00,  2.41it/s]
Epoch 0: |          | 7478/? [51:44<00:00,  2.41it/s]
Epoch 0: |          | 7478/? [51:44<00:00,  2.41it/s]
Epoch 0: |          | 7479/? [51:45<00:00,  2.41it/s]
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Epoch 0: |          | 7496/? [51:49<00:00,  2.41it/s]
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Epoch 0: |          | 7499/? [51:50<00:00,  2.41it/s]
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Epoch 0: |          | 7500/? [51:51<00:00,  2.41it/s]
Epoch 0: |          | 7500/? [51:51<00:00,  2.41it/s]
Epoch 0: |          | 7501/? [51:51<00:00,  2.41it/s]
Epoch 0: |          | 7501/? [51:51<00:00,  2.41it/s]
Epoch 0: |          | 7502/? [51:51<00:00,  2.41it/s]
Epoch 0: |          | 7502/? [51:51<00:00,  2.41it/s]
Epoch 0: |          | 7503/? [51:51<00:00,  2.41it/s]
Epoch 0: |          | 7503/? [51:51<00:00,  2.41it/s]
Epoch 0: |          | 7504/? [51:52<00:00,  2.41it/s]
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Epoch 0: |          | 7505/? [51:52<00:00,  2.41it/s]
Epoch 0: |          | 7505/? [51:52<00:00,  2.41it/s]
Epoch 0: |          | 7506/? [51:52<00:00,  2.41it/s]
Epoch 0: |          | 7506/? [51:52<00:00,  2.41it/s]
Epoch 0: |          | 7507/? [51:53<00:00,  2.41it/s]
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Epoch 0: |          | 7508/? [51:53<00:00,  2.41it/s]
Epoch 0: |          | 7508/? [51:53<00:00,  2.41it/s]
Epoch 0: |          | 7509/? [51:53<00:00,  2.41it/s]
Epoch 0: |          | 7509/? [51:53<00:00,  2.41it/s]
Epoch 0: |          | 7510/? [51:53<00:00,  2.41it/s]
Epoch 0: |          | 7510/? [51:53<00:00,  2.41it/s]
Epoch 0: |          | 7511/? [51:54<00:00,  2.41it/s]
Epoch 0: |          | 7511/? [51:54<00:00,  2.41it/s]
Epoch 0: |          | 7512/? [51:54<00:00,  2.41it/s]
Epoch 0: |          | 7512/? [51:54<00:00,  2.41it/s]
Epoch 0: |          | 7513/? [51:54<00:00,  2.41it/s]
Epoch 0: |          | 7513/? [51:54<00:00,  2.41it/s]
Epoch 0: |          | 7514/? [51:55<00:00,  2.41it/s]
Epoch 0: |          | 7514/? [51:55<00:00,  2.41it/s]
Epoch 0: |          | 7515/? [51:55<00:00,  2.41it/s]
Epoch 0: |          | 7515/? [51:55<00:00,  2.41it/s]
Epoch 0: |          | 7516/? [51:55<00:00,  2.41it/s]
Epoch 0: |          | 7516/? [51:55<00:00,  2.41it/s]
Epoch 0: |          | 7517/? [51:56<00:00,  2.41it/s]
Epoch 0: |          | 7517/? [51:56<00:00,  2.41it/s]
Epoch 0: |          | 7518/? [51:56<00:00,  2.41it/s]
Epoch 0: |          | 7518/? [51:56<00:00,  2.41it/s]
Epoch 0: |          | 7519/? [51:56<00:00,  2.41it/s]
Epoch 0: |          | 7519/? [51:56<00:00,  2.41it/s]
Epoch 0: |          | 7520/? [51:56<00:00,  2.41it/s]
Epoch 0: |          | 7520/? [51:56<00:00,  2.41it/s]
Epoch 0: |          | 7521/? [51:57<00:00,  2.41it/s]
Epoch 0: |          | 7521/? [51:57<00:00,  2.41it/s]
Epoch 0: |          | 7522/? [51:57<00:00,  2.41it/s]
Epoch 0: |          | 7522/? [51:57<00:00,  2.41it/s]
Epoch 0: |          | 7523/? [51:57<00:00,  2.41it/s]
Epoch 0: |          | 7523/? [51:57<00:00,  2.41it/s]
Epoch 0: |          | 7524/? [51:58<00:00,  2.41it/s]
Epoch 0: |          | 7524/? [51:58<00:00,  2.41it/s]
Epoch 0: |          | 7525/? [51:58<00:00,  2.41it/s]
Epoch 0: |          | 7525/? [51:58<00:00,  2.41it/s]
Epoch 0: |          | 7526/? [51:58<00:00,  2.41it/s]
Epoch 0: |          | 7526/? [51:58<00:00,  2.41it/s]
Epoch 0: |          | 7527/? [51:58<00:00,  2.41it/s]
Epoch 0: |          | 7527/? [51:58<00:00,  2.41it/s]
Epoch 0: |          | 7528/? [51:59<00:00,  2.41it/s]
Epoch 0: |          | 7528/? [51:59<00:00,  2.41it/s]
Epoch 0: |          | 7529/? [51:59<00:00,  2.41it/s]
Epoch 0: |          | 7529/? [51:59<00:00,  2.41it/s]
Epoch 0: |          | 7530/? [51:59<00:00,  2.41it/s]
Epoch 0: |          | 7530/? [51:59<00:00,  2.41it/s]
Epoch 0: |          | 7531/? [51:59<00:00,  2.41it/s]
Epoch 0: |          | 7531/? [51:59<00:00,  2.41it/s]
Epoch 0: |          | 7532/? [52:00<00:00,  2.41it/s]
Epoch 0: |          | 7532/? [52:00<00:00,  2.41it/s]
Epoch 0: |          | 7533/? [52:00<00:00,  2.41it/s]
Epoch 0: |          | 7533/? [52:00<00:00,  2.41it/s]
Epoch 0: |          | 7534/? [52:00<00:00,  2.41it/s]
Epoch 0: |          | 7534/? [52:00<00:00,  2.41it/s]
Epoch 0: |          | 7535/? [52:01<00:00,  2.41it/s]
Epoch 0: |          | 7535/? [52:01<00:00,  2.41it/s]
Epoch 0: |          | 7536/? [52:01<00:00,  2.41it/s]
Epoch 0: |          | 7536/? [52:01<00:00,  2.41it/s]
Epoch 0: |          | 7537/? [52:01<00:00,  2.41it/s]
Epoch 0: |          | 7537/? [52:01<00:00,  2.41it/s]
Epoch 0: |          | 7538/? [52:01<00:00,  2.41it/s]
Epoch 0: |          | 7538/? [52:01<00:00,  2.41it/s]
Epoch 0: |          | 7539/? [52:02<00:00,  2.41it/s]
Epoch 0: |          | 7539/? [52:02<00:00,  2.41it/s]
Epoch 0: |          | 7540/? [52:02<00:00,  2.41it/s]
Epoch 0: |          | 7540/? [52:02<00:00,  2.41it/s]
Epoch 0: |          | 7541/? [52:02<00:00,  2.41it/s]
Epoch 0: |          | 7541/? [52:02<00:00,  2.41it/s]
Epoch 0: |          | 7542/? [52:03<00:00,  2.41it/s]
Epoch 0: |          | 7542/? [52:03<00:00,  2.41it/s]
Epoch 0: |          | 7543/? [52:03<00:00,  2.42it/s]
Epoch 0: |          | 7543/? [52:03<00:00,  2.42it/s]
Epoch 0: |          | 7544/? [52:03<00:00,  2.42it/s]
Epoch 0: |          | 7544/? [52:03<00:00,  2.42it/s]
Epoch 0: |          | 7545/? [52:03<00:00,  2.42it/s]
Epoch 0: |          | 7545/? [52:03<00:00,  2.42it/s]
Epoch 0: |          | 7546/? [52:04<00:00,  2.42it/s]
Epoch 0: |          | 7546/? [52:04<00:00,  2.42it/s]
Epoch 0: |          | 7547/? [52:04<00:00,  2.42it/s]
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Epoch 0: |          | 7548/? [52:04<00:00,  2.42it/s]
Epoch 0: |          | 7548/? [52:04<00:00,  2.42it/s]
Epoch 0: |          | 7549/? [52:04<00:00,  2.42it/s]
Epoch 0: |          | 7549/? [52:04<00:00,  2.42it/s]
Epoch 0: |          | 7550/? [52:05<00:00,  2.42it/s]
Epoch 0: |          | 7550/? [52:05<00:00,  2.42it/s]
Epoch 0: |          | 7551/? [52:05<00:00,  2.42it/s]
Epoch 0: |          | 7551/? [52:05<00:00,  2.42it/s]
Epoch 0: |          | 7552/? [52:05<00:00,  2.42it/s]
Epoch 0: |          | 7552/? [52:05<00:00,  2.42it/s]
Epoch 0: |          | 7553/? [52:06<00:00,  2.42it/s]
Epoch 0: |          | 7553/? [52:06<00:00,  2.42it/s]
Epoch 0: |          | 7554/? [52:06<00:00,  2.42it/s]
Epoch 0: |          | 7554/? [52:06<00:00,  2.42it/s]
Epoch 0: |          | 7555/? [52:06<00:00,  2.42it/s]
Epoch 0: |          | 7555/? [52:06<00:00,  2.42it/s]
Epoch 0: |          | 7556/? [52:06<00:00,  2.42it/s]
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Epoch 0: |          | 7557/? [52:07<00:00,  2.42it/s]
Epoch 0: |          | 7557/? [52:07<00:00,  2.42it/s]
Epoch 0: |          | 7558/? [52:07<00:00,  2.42it/s]
Epoch 0: |          | 7558/? [52:07<00:00,  2.42it/s]
Epoch 0: |          | 7559/? [52:07<00:00,  2.42it/s]
Epoch 0: |          | 7559/? [52:07<00:00,  2.42it/s]
Epoch 0: |          | 7560/? [52:08<00:00,  2.42it/s]
Epoch 0: |          | 7560/? [52:08<00:00,  2.42it/s]
Epoch 0: |          | 7561/? [52:08<00:00,  2.42it/s]
Epoch 0: |          | 7561/? [52:08<00:00,  2.42it/s]
Epoch 0: |          | 7562/? [52:08<00:00,  2.42it/s]
Epoch 0: |          | 7562/? [52:08<00:00,  2.42it/s]
Epoch 0: |          | 7563/? [52:08<00:00,  2.42it/s]
Epoch 0: |          | 7563/? [52:08<00:00,  2.42it/s]
Epoch 0: |          | 7564/? [52:09<00:00,  2.42it/s]
Epoch 0: |          | 7564/? [52:09<00:00,  2.42it/s]
Epoch 0: |          | 7565/? [52:09<00:00,  2.42it/s]
Epoch 0: |          | 7565/? [52:09<00:00,  2.42it/s]
Epoch 0: |          | 7566/? [52:09<00:00,  2.42it/s]
Epoch 0: |          | 7566/? [52:09<00:00,  2.42it/s]
Epoch 0: |          | 7567/? [52:09<00:00,  2.42it/s]
Epoch 0: |          | 7567/? [52:09<00:00,  2.42it/s]
Epoch 0: |          | 7568/? [52:10<00:00,  2.42it/s]
Epoch 0: |          | 7568/? [52:10<00:00,  2.42it/s]
Epoch 0: |          | 7569/? [52:10<00:00,  2.42it/s]
Epoch 0: |          | 7569/? [52:10<00:00,  2.42it/s]
Epoch 0: |          | 7570/? [52:10<00:00,  2.42it/s]
Epoch 0: |          | 7570/? [52:10<00:00,  2.42it/s]
Epoch 0: |          | 7571/? [52:11<00:00,  2.42it/s]
Epoch 0: |          | 7571/? [52:11<00:00,  2.42it/s]
Epoch 0: |          | 7572/? [52:11<00:00,  2.42it/s]
Epoch 0: |          | 7572/? [52:11<00:00,  2.42it/s]
Epoch 0: |          | 7573/? [52:11<00:00,  2.42it/s]
Epoch 0: |          | 7573/? [52:11<00:00,  2.42it/s]
Epoch 0: |          | 7574/? [52:11<00:00,  2.42it/s]
Epoch 0: |          | 7574/? [52:11<00:00,  2.42it/s]
Epoch 0: |          | 7575/? [52:12<00:00,  2.42it/s]
Epoch 0: |          | 7575/? [52:12<00:00,  2.42it/s]
Epoch 0: |          | 7576/? [52:12<00:00,  2.42it/s]
Epoch 0: |          | 7576/? [52:12<00:00,  2.42it/s]
Epoch 0: |          | 7577/? [52:12<00:00,  2.42it/s]
Epoch 0: |          | 7577/? [52:12<00:00,  2.42it/s]
Epoch 0: |          | 7578/? [52:13<00:00,  2.42it/s]
Epoch 0: |          | 7578/? [52:13<00:00,  2.42it/s]
Epoch 0: |          | 7579/? [52:13<00:00,  2.42it/s]
Epoch 0: |          | 7579/? [52:13<00:00,  2.42it/s]
Epoch 0: |          | 7580/? [52:13<00:00,  2.42it/s]
Epoch 0: |          | 7580/? [52:13<00:00,  2.42it/s]
Epoch 0: |          | 7581/? [52:13<00:00,  2.42it/s]
Epoch 0: |          | 7581/? [52:13<00:00,  2.42it/s]
Epoch 0: |          | 7582/? [52:14<00:00,  2.42it/s]
Epoch 0: |          | 7582/? [52:14<00:00,  2.42it/s]
Epoch 0: |          | 7583/? [52:14<00:00,  2.42it/s]
Epoch 0: |          | 7583/? [52:14<00:00,  2.42it/s]
Epoch 0: |          | 7584/? [52:14<00:00,  2.42it/s]
Epoch 0: |          | 7584/? [52:14<00:00,  2.42it/s]
Epoch 0: |          | 7585/? [52:14<00:00,  2.42it/s]
Epoch 0: |          | 7585/? [52:14<00:00,  2.42it/s]
Epoch 0: |          | 7586/? [52:15<00:00,  2.42it/s]
Epoch 0: |          | 7586/? [52:15<00:00,  2.42it/s]
Epoch 0: |          | 7587/? [52:15<00:00,  2.42it/s]
Epoch 0: |          | 7587/? [52:15<00:00,  2.42it/s]
Epoch 0: |          | 7588/? [52:15<00:00,  2.42it/s]
Epoch 0: |          | 7588/? [52:15<00:00,  2.42it/s]
Epoch 0: |          | 7589/? [52:16<00:00,  2.42it/s]
Epoch 0: |          | 7589/? [52:16<00:00,  2.42it/s]
Epoch 0: |          | 7590/? [52:16<00:00,  2.42it/s]
Epoch 0: |          | 7590/? [52:16<00:00,  2.42it/s]
Epoch 0: |          | 7591/? [52:16<00:00,  2.42it/s]
Epoch 0: |          | 7591/? [52:16<00:00,  2.42it/s]
Epoch 0: |          | 7592/? [52:16<00:00,  2.42it/s]
Epoch 0: |          | 7592/? [52:16<00:00,  2.42it/s]
Epoch 0: |          | 7593/? [52:17<00:00,  2.42it/s]
Epoch 0: |          | 7593/? [52:17<00:00,  2.42it/s]
Epoch 0: |          | 7594/? [52:17<00:00,  2.42it/s]
Epoch 0: |          | 7594/? [52:17<00:00,  2.42it/s]
Epoch 0: |          | 7595/? [52:17<00:00,  2.42it/s]
Epoch 0: |          | 7595/? [52:17<00:00,  2.42it/s]
Epoch 0: |          | 7596/? [52:17<00:00,  2.42it/s]
Epoch 0: |          | 7596/? [52:17<00:00,  2.42it/s]
Epoch 0: |          | 7597/? [52:18<00:00,  2.42it/s]
Epoch 0: |          | 7597/? [52:18<00:00,  2.42it/s]
Epoch 0: |          | 7598/? [52:18<00:00,  2.42it/s]
Epoch 0: |          | 7598/? [52:18<00:00,  2.42it/s]
Epoch 0: |          | 7599/? [52:18<00:00,  2.42it/s]
Epoch 0: |          | 7599/? [52:18<00:00,  2.42it/s]
Epoch 0: |          | 7600/? [52:19<00:00,  2.42it/s]
Epoch 0: |          | 7600/? [52:19<00:00,  2.42it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.45it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.55it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.71it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.45it/s]

Epoch 0: |          | 7600/? [52:19<00:00,  2.42it/s]
Epoch 0: |          | 7601/? [52:19<00:00,  2.42it/s]
Epoch 0: |          | 7601/? [52:19<00:00,  2.42it/s]
Epoch 0: |          | 7602/? [52:19<00:00,  2.42it/s]
Epoch 0: |          | 7602/? [52:19<00:00,  2.42it/s]
Epoch 0: |          | 7603/? [52:20<00:00,  2.42it/s]
Epoch 0: |          | 7603/? [52:20<00:00,  2.42it/s]
Epoch 0: |          | 7604/? [52:20<00:00,  2.42it/s]
Epoch 0: |          | 7604/? [52:20<00:00,  2.42it/s]
Epoch 0: |          | 7605/? [52:20<00:00,  2.42it/s]
Epoch 0: |          | 7605/? [52:20<00:00,  2.42it/s]
Epoch 0: |          | 7606/? [52:21<00:00,  2.42it/s]
Epoch 0: |          | 7606/? [52:21<00:00,  2.42it/s]
Epoch 0: |          | 7607/? [52:21<00:00,  2.42it/s]
Epoch 0: |          | 7607/? [52:21<00:00,  2.42it/s]
Epoch 0: |          | 7608/? [52:21<00:00,  2.42it/s]
Epoch 0: |          | 7608/? [52:21<00:00,  2.42it/s]
Epoch 0: |          | 7609/? [52:21<00:00,  2.42it/s]
Epoch 0: |          | 7609/? [52:21<00:00,  2.42it/s]
Epoch 0: |          | 7610/? [52:22<00:00,  2.42it/s]
Epoch 0: |          | 7610/? [52:22<00:00,  2.42it/s]
Epoch 0: |          | 7611/? [52:22<00:00,  2.42it/s]
Epoch 0: |          | 7611/? [52:22<00:00,  2.42it/s]
Epoch 0: |          | 7612/? [52:22<00:00,  2.42it/s]
Epoch 0: |          | 7612/? [52:22<00:00,  2.42it/s]
Epoch 0: |          | 7613/? [52:23<00:00,  2.42it/s]
Epoch 0: |          | 7613/? [52:23<00:00,  2.42it/s]
Epoch 0: |          | 7614/? [52:23<00:00,  2.42it/s]
Epoch 0: |          | 7614/? [52:23<00:00,  2.42it/s]
Epoch 0: |          | 7615/? [52:23<00:00,  2.42it/s]
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Epoch 0: |          | 7616/? [52:24<00:00,  2.42it/s]
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Epoch 0: |          | 7617/? [52:24<00:00,  2.42it/s]
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Epoch 0: |          | 7618/? [52:24<00:00,  2.42it/s]
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Epoch 0: |          | 7619/? [52:24<00:00,  2.42it/s]
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Epoch 0: |          | 7620/? [52:25<00:00,  2.42it/s]
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Epoch 0: |          | 7621/? [52:25<00:00,  2.42it/s]
Epoch 0: |          | 7621/? [52:25<00:00,  2.42it/s]
Epoch 0: |          | 7622/? [52:25<00:00,  2.42it/s]
Epoch 0: |          | 7622/? [52:25<00:00,  2.42it/s]
Epoch 0: |          | 7623/? [52:25<00:00,  2.42it/s]
Epoch 0: |          | 7623/? [52:25<00:00,  2.42it/s]
Epoch 0: |          | 7624/? [52:26<00:00,  2.42it/s]
Epoch 0: |          | 7624/? [52:26<00:00,  2.42it/s]
Epoch 0: |          | 7625/? [52:26<00:00,  2.42it/s]
Epoch 0: |          | 7625/? [52:26<00:00,  2.42it/s]
Epoch 0: |          | 7626/? [52:26<00:00,  2.42it/s]
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Epoch 0: |          | 7627/? [52:27<00:00,  2.42it/s]
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Epoch 0: |          | 7628/? [52:27<00:00,  2.42it/s]
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Epoch 0: |          | 7629/? [52:27<00:00,  2.42it/s]
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Epoch 0: |          | 7630/? [52:27<00:00,  2.42it/s]
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Epoch 0: |          | 7631/? [52:28<00:00,  2.42it/s]
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Epoch 0: |          | 7632/? [52:28<00:00,  2.42it/s]
Epoch 0: |          | 7632/? [52:28<00:00,  2.42it/s]
Epoch 0: |          | 7633/? [52:28<00:00,  2.42it/s]
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Epoch 0: |          | 7634/? [52:29<00:00,  2.42it/s]
Epoch 0: |          | 7634/? [52:29<00:00,  2.42it/s]
Epoch 0: |          | 7635/? [52:29<00:00,  2.42it/s]
Epoch 0: |          | 7635/? [52:29<00:00,  2.42it/s]
Epoch 0: |          | 7636/? [52:29<00:00,  2.42it/s]
Epoch 0: |          | 7636/? [52:29<00:00,  2.42it/s]
Epoch 0: |          | 7637/? [52:29<00:00,  2.42it/s]
Epoch 0: |          | 7637/? [52:29<00:00,  2.42it/s]
Epoch 0: |          | 7638/? [52:30<00:00,  2.42it/s]
Epoch 0: |          | 7638/? [52:30<00:00,  2.42it/s]
Epoch 0: |          | 7639/? [52:30<00:00,  2.42it/s]
Epoch 0: |          | 7639/? [52:30<00:00,  2.42it/s]
Epoch 0: |          | 7640/? [52:30<00:00,  2.42it/s]
Epoch 0: |          | 7640/? [52:30<00:00,  2.42it/s]
Epoch 0: |          | 7641/? [52:31<00:00,  2.42it/s]
Epoch 0: |          | 7641/? [52:31<00:00,  2.42it/s]
Epoch 0: |          | 7642/? [52:31<00:00,  2.43it/s]
Epoch 0: |          | 7642/? [52:31<00:00,  2.43it/s]
Epoch 0: |          | 7643/? [52:31<00:00,  2.43it/s]
Epoch 0: |          | 7643/? [52:31<00:00,  2.43it/s]
Epoch 0: |          | 7644/? [52:31<00:00,  2.43it/s]
Epoch 0: |          | 7644/? [52:31<00:00,  2.43it/s]
Epoch 0: |          | 7645/? [52:32<00:00,  2.43it/s]
Epoch 0: |          | 7645/? [52:32<00:00,  2.43it/s]
Epoch 0: |          | 7646/? [52:32<00:00,  2.43it/s]
Epoch 0: |          | 7646/? [52:32<00:00,  2.43it/s]
Epoch 0: |          | 7647/? [52:32<00:00,  2.43it/s]
Epoch 0: |          | 7647/? [52:32<00:00,  2.43it/s]
Epoch 0: |          | 7648/? [52:32<00:00,  2.43it/s]
Epoch 0: |          | 7648/? [52:32<00:00,  2.43it/s]
Epoch 0: |          | 7649/? [52:33<00:00,  2.43it/s]
Epoch 0: |          | 7649/? [52:33<00:00,  2.43it/s]
Epoch 0: |          | 7650/? [52:33<00:00,  2.43it/s]
Epoch 0: |          | 7650/? [52:33<00:00,  2.43it/s]
Epoch 0: |          | 7651/? [52:33<00:00,  2.43it/s]
Epoch 0: |          | 7651/? [52:33<00:00,  2.43it/s]
Epoch 0: |          | 7652/? [52:34<00:00,  2.43it/s]
Epoch 0: |          | 7652/? [52:34<00:00,  2.43it/s]
Epoch 0: |          | 7653/? [52:34<00:00,  2.43it/s]
Epoch 0: |          | 7653/? [52:34<00:00,  2.43it/s]
Epoch 0: |          | 7654/? [52:34<00:00,  2.43it/s]
Epoch 0: |          | 7654/? [52:34<00:00,  2.43it/s]
Epoch 0: |          | 7655/? [52:34<00:00,  2.43it/s]
Epoch 0: |          | 7655/? [52:34<00:00,  2.43it/s]
Epoch 0: |          | 7656/? [52:35<00:00,  2.43it/s]
Epoch 0: |          | 7656/? [52:35<00:00,  2.43it/s]
Epoch 0: |          | 7657/? [52:35<00:00,  2.43it/s]
Epoch 0: |          | 7657/? [52:35<00:00,  2.43it/s]
Epoch 0: |          | 7658/? [52:35<00:00,  2.43it/s]
Epoch 0: |          | 7658/? [52:35<00:00,  2.43it/s]
Epoch 0: |          | 7659/? [52:36<00:00,  2.43it/s]
Epoch 0: |          | 7659/? [52:36<00:00,  2.43it/s]
Epoch 0: |          | 7660/? [52:36<00:00,  2.43it/s]
Epoch 0: |          | 7660/? [52:36<00:00,  2.43it/s]
Epoch 0: |          | 7661/? [52:36<00:00,  2.43it/s]
Epoch 0: |          | 7661/? [52:36<00:00,  2.43it/s]
Epoch 0: |          | 7662/? [52:36<00:00,  2.43it/s]
Epoch 0: |          | 7662/? [52:36<00:00,  2.43it/s]
Epoch 0: |          | 7663/? [52:37<00:00,  2.43it/s]
Epoch 0: |          | 7663/? [52:37<00:00,  2.43it/s]
Epoch 0: |          | 7664/? [52:37<00:00,  2.43it/s]
Epoch 0: |          | 7664/? [52:37<00:00,  2.43it/s]
Epoch 0: |          | 7665/? [52:37<00:00,  2.43it/s]
Epoch 0: |          | 7665/? [52:37<00:00,  2.43it/s]
Epoch 0: |          | 7666/? [52:37<00:00,  2.43it/s]
Epoch 0: |          | 7666/? [52:37<00:00,  2.43it/s]
Epoch 0: |          | 7667/? [52:38<00:00,  2.43it/s]
Epoch 0: |          | 7667/? [52:38<00:00,  2.43it/s]
Epoch 0: |          | 7668/? [52:38<00:00,  2.43it/s]
Epoch 0: |          | 7668/? [52:38<00:00,  2.43it/s]
Epoch 0: |          | 7669/? [52:38<00:00,  2.43it/s]
Epoch 0: |          | 7669/? [52:38<00:00,  2.43it/s]
Epoch 0: |          | 7670/? [52:39<00:00,  2.43it/s]
Epoch 0: |          | 7670/? [52:39<00:00,  2.43it/s]
Epoch 0: |          | 7671/? [52:39<00:00,  2.43it/s]
Epoch 0: |          | 7671/? [52:39<00:00,  2.43it/s]
Epoch 0: |          | 7672/? [52:39<00:00,  2.43it/s]
Epoch 0: |          | 7672/? [52:39<00:00,  2.43it/s]
Epoch 0: |          | 7673/? [52:39<00:00,  2.43it/s]
Epoch 0: |          | 7673/? [52:39<00:00,  2.43it/s]
Epoch 0: |          | 7674/? [52:40<00:00,  2.43it/s]
Epoch 0: |          | 7674/? [52:40<00:00,  2.43it/s]
Epoch 0: |          | 7675/? [52:40<00:00,  2.43it/s]
Epoch 0: |          | 7675/? [52:40<00:00,  2.43it/s]
Epoch 0: |          | 7676/? [52:40<00:00,  2.43it/s]
Epoch 0: |          | 7676/? [52:40<00:00,  2.43it/s]
Epoch 0: |          | 7677/? [52:40<00:00,  2.43it/s]
Epoch 0: |          | 7677/? [52:40<00:00,  2.43it/s]
Epoch 0: |          | 7678/? [52:41<00:00,  2.43it/s]
Epoch 0: |          | 7678/? [52:41<00:00,  2.43it/s]
Epoch 0: |          | 7679/? [52:41<00:00,  2.43it/s]
Epoch 0: |          | 7679/? [52:41<00:00,  2.43it/s]
Epoch 0: |          | 7680/? [52:41<00:00,  2.43it/s]
Epoch 0: |          | 7680/? [52:41<00:00,  2.43it/s]
Epoch 0: |          | 7681/? [52:42<00:00,  2.43it/s]
Epoch 0: |          | 7681/? [52:42<00:00,  2.43it/s]
Epoch 0: |          | 7682/? [52:42<00:00,  2.43it/s]
Epoch 0: |          | 7682/? [52:42<00:00,  2.43it/s]
Epoch 0: |          | 7683/? [52:42<00:00,  2.43it/s]
Epoch 0: |          | 7683/? [52:42<00:00,  2.43it/s]
Epoch 0: |          | 7684/? [52:42<00:00,  2.43it/s]
Epoch 0: |          | 7684/? [52:42<00:00,  2.43it/s]
Epoch 0: |          | 7685/? [52:43<00:00,  2.43it/s]
Epoch 0: |          | 7685/? [52:43<00:00,  2.43it/s]
Epoch 0: |          | 7686/? [52:43<00:00,  2.43it/s]
Epoch 0: |          | 7686/? [52:43<00:00,  2.43it/s]
Epoch 0: |          | 7687/? [52:43<00:00,  2.43it/s]
Epoch 0: |          | 7687/? [52:43<00:00,  2.43it/s]
Epoch 0: |          | 7688/? [52:43<00:00,  2.43it/s]
Epoch 0: |          | 7688/? [52:43<00:00,  2.43it/s]
Epoch 0: |          | 7689/? [52:44<00:00,  2.43it/s]
Epoch 0: |          | 7689/? [52:44<00:00,  2.43it/s]
Epoch 0: |          | 7690/? [52:44<00:00,  2.43it/s]
Epoch 0: |          | 7690/? [52:44<00:00,  2.43it/s]
Epoch 0: |          | 7691/? [52:44<00:00,  2.43it/s]
Epoch 0: |          | 7691/? [52:44<00:00,  2.43it/s]
Epoch 0: |          | 7692/? [52:44<00:00,  2.43it/s]
Epoch 0: |          | 7692/? [52:44<00:00,  2.43it/s]
Epoch 0: |          | 7693/? [52:45<00:00,  2.43it/s]
Epoch 0: |          | 7693/? [52:45<00:00,  2.43it/s]
Epoch 0: |          | 7694/? [52:45<00:00,  2.43it/s]
Epoch 0: |          | 7694/? [52:45<00:00,  2.43it/s]
Epoch 0: |          | 7695/? [52:45<00:00,  2.43it/s]
Epoch 0: |          | 7695/? [52:45<00:00,  2.43it/s]
Epoch 0: |          | 7696/? [52:46<00:00,  2.43it/s]
Epoch 0: |          | 7696/? [52:46<00:00,  2.43it/s]
Epoch 0: |          | 7697/? [52:46<00:00,  2.43it/s]
Epoch 0: |          | 7697/? [52:46<00:00,  2.43it/s]
Epoch 0: |          | 7698/? [52:46<00:00,  2.43it/s]
Epoch 0: |          | 7698/? [52:46<00:00,  2.43it/s]
Epoch 0: |          | 7699/? [52:46<00:00,  2.43it/s]
Epoch 0: |          | 7699/? [52:46<00:00,  2.43it/s]
Epoch 0: |          | 7700/? [52:47<00:00,  2.43it/s]
Epoch 0: |          | 7700/? [52:47<00:00,  2.43it/s]
Epoch 0: |          | 7701/? [52:47<00:00,  2.43it/s]
Epoch 0: |          | 7701/? [52:47<00:00,  2.43it/s]
Epoch 0: |          | 7702/? [52:47<00:00,  2.43it/s]
Epoch 0: |          | 7702/? [52:47<00:00,  2.43it/s]
Epoch 0: |          | 7703/? [52:48<00:00,  2.43it/s]
Epoch 0: |          | 7703/? [52:48<00:00,  2.43it/s]
Epoch 0: |          | 7704/? [52:48<00:00,  2.43it/s]
Epoch 0: |          | 7704/? [52:48<00:00,  2.43it/s]
Epoch 0: |          | 7705/? [52:48<00:00,  2.43it/s]
Epoch 0: |          | 7705/? [52:48<00:00,  2.43it/s]
Epoch 0: |          | 7706/? [52:48<00:00,  2.43it/s]
Epoch 0: |          | 7706/? [52:48<00:00,  2.43it/s]
Epoch 0: |          | 7707/? [52:49<00:00,  2.43it/s]
Epoch 0: |          | 7707/? [52:49<00:00,  2.43it/s]
Epoch 0: |          | 7708/? [52:49<00:00,  2.43it/s]
Epoch 0: |          | 7708/? [52:49<00:00,  2.43it/s]
Epoch 0: |          | 7709/? [52:49<00:00,  2.43it/s]
Epoch 0: |          | 7709/? [52:49<00:00,  2.43it/s]
Epoch 0: |          | 7710/? [52:49<00:00,  2.43it/s]
Epoch 0: |          | 7710/? [52:49<00:00,  2.43it/s]
Epoch 0: |          | 7711/? [52:50<00:00,  2.43it/s]
Epoch 0: |          | 7711/? [52:50<00:00,  2.43it/s]
Epoch 0: |          | 7712/? [52:50<00:00,  2.43it/s]
Epoch 0: |          | 7712/? [52:50<00:00,  2.43it/s]
Epoch 0: |          | 7713/? [52:50<00:00,  2.43it/s]
Epoch 0: |          | 7713/? [52:50<00:00,  2.43it/s]
Epoch 0: |          | 7714/? [52:51<00:00,  2.43it/s]
Epoch 0: |          | 7714/? [52:51<00:00,  2.43it/s]
Epoch 0: |          | 7715/? [52:51<00:00,  2.43it/s]
Epoch 0: |          | 7715/? [52:51<00:00,  2.43it/s]
Epoch 0: |          | 7716/? [52:51<00:00,  2.43it/s]
Epoch 0: |          | 7716/? [52:51<00:00,  2.43it/s]
Epoch 0: |          | 7717/? [52:51<00:00,  2.43it/s]
Epoch 0: |          | 7717/? [52:51<00:00,  2.43it/s]
Epoch 0: |          | 7718/? [52:52<00:00,  2.43it/s]
Epoch 0: |          | 7718/? [52:52<00:00,  2.43it/s]
Epoch 0: |          | 7719/? [52:52<00:00,  2.43it/s]
Epoch 0: |          | 7719/? [52:52<00:00,  2.43it/s]
Epoch 0: |          | 7720/? [52:52<00:00,  2.43it/s]
Epoch 0: |          | 7720/? [52:52<00:00,  2.43it/s]
Epoch 0: |          | 7721/? [52:52<00:00,  2.43it/s]
Epoch 0: |          | 7721/? [52:52<00:00,  2.43it/s]
Epoch 0: |          | 7722/? [52:53<00:00,  2.43it/s]
Epoch 0: |          | 7722/? [52:53<00:00,  2.43it/s]
Epoch 0: |          | 7723/? [52:53<00:00,  2.43it/s]
Epoch 0: |          | 7723/? [52:53<00:00,  2.43it/s]
Epoch 0: |          | 7724/? [52:53<00:00,  2.43it/s]
Epoch 0: |          | 7724/? [52:53<00:00,  2.43it/s]
Epoch 0: |          | 7725/? [52:54<00:00,  2.43it/s]
Epoch 0: |          | 7725/? [52:54<00:00,  2.43it/s]
Epoch 0: |          | 7726/? [52:54<00:00,  2.43it/s]
Epoch 0: |          | 7726/? [52:54<00:00,  2.43it/s]
Epoch 0: |          | 7727/? [52:54<00:00,  2.43it/s]
Epoch 0: |          | 7727/? [52:54<00:00,  2.43it/s]
Epoch 0: |          | 7728/? [52:54<00:00,  2.43it/s]
Epoch 0: |          | 7728/? [52:54<00:00,  2.43it/s]
Epoch 0: |          | 7729/? [52:55<00:00,  2.43it/s]
Epoch 0: |          | 7729/? [52:55<00:00,  2.43it/s]
Epoch 0: |          | 7730/? [52:55<00:00,  2.43it/s]
Epoch 0: |          | 7730/? [52:55<00:00,  2.43it/s]
Epoch 0: |          | 7731/? [52:55<00:00,  2.43it/s]
Epoch 0: |          | 7731/? [52:55<00:00,  2.43it/s]
Epoch 0: |          | 7732/? [52:56<00:00,  2.43it/s]
Epoch 0: |          | 7732/? [52:56<00:00,  2.43it/s]
Epoch 0: |          | 7733/? [52:56<00:00,  2.43it/s]
Epoch 0: |          | 7733/? [52:56<00:00,  2.43it/s]
Epoch 0: |          | 7734/? [52:56<00:00,  2.43it/s]
Epoch 0: |          | 7734/? [52:56<00:00,  2.43it/s]
Epoch 0: |          | 7735/? [52:56<00:00,  2.43it/s]
Epoch 0: |          | 7735/? [52:56<00:00,  2.43it/s]
Epoch 0: |          | 7736/? [52:57<00:00,  2.43it/s]
Epoch 0: |          | 7736/? [52:57<00:00,  2.43it/s]
Epoch 0: |          | 7737/? [52:57<00:00,  2.44it/s]
Epoch 0: |          | 7737/? [52:57<00:00,  2.44it/s]
Epoch 0: |          | 7738/? [52:57<00:00,  2.44it/s]
Epoch 0: |          | 7738/? [52:57<00:00,  2.44it/s]
Epoch 0: |          | 7739/? [52:57<00:00,  2.44it/s]
Epoch 0: |          | 7739/? [52:57<00:00,  2.44it/s]
Epoch 0: |          | 7740/? [52:58<00:00,  2.44it/s]
Epoch 0: |          | 7740/? [52:58<00:00,  2.44it/s]
Epoch 0: |          | 7741/? [52:58<00:00,  2.44it/s]
Epoch 0: |          | 7741/? [52:58<00:00,  2.44it/s]
Epoch 0: |          | 7742/? [52:58<00:00,  2.44it/s]
Epoch 0: |          | 7742/? [52:58<00:00,  2.44it/s]
Epoch 0: |          | 7743/? [52:59<00:00,  2.44it/s]
Epoch 0: |          | 7743/? [52:59<00:00,  2.44it/s]
Epoch 0: |          | 7744/? [52:59<00:00,  2.44it/s]
Epoch 0: |          | 7744/? [52:59<00:00,  2.44it/s]
Epoch 0: |          | 7745/? [52:59<00:00,  2.44it/s]
Epoch 0: |          | 7745/? [52:59<00:00,  2.44it/s]
Epoch 0: |          | 7746/? [52:59<00:00,  2.44it/s]
Epoch 0: |          | 7746/? [52:59<00:00,  2.44it/s]
Epoch 0: |          | 7747/? [53:00<00:00,  2.44it/s]
Epoch 0: |          | 7747/? [53:00<00:00,  2.44it/s]
Epoch 0: |          | 7748/? [53:00<00:00,  2.44it/s]
Epoch 0: |          | 7748/? [53:00<00:00,  2.44it/s]
Epoch 0: |          | 7749/? [53:00<00:00,  2.44it/s]
Epoch 0: |          | 7749/? [53:00<00:00,  2.44it/s]
Epoch 0: |          | 7750/? [53:00<00:00,  2.44it/s]
Epoch 0: |          | 7750/? [53:00<00:00,  2.44it/s]
Epoch 0: |          | 7751/? [53:01<00:00,  2.44it/s]
Epoch 0: |          | 7751/? [53:01<00:00,  2.44it/s]
Epoch 0: |          | 7752/? [53:01<00:00,  2.44it/s]
Epoch 0: |          | 7752/? [53:01<00:00,  2.44it/s]
Epoch 0: |          | 7753/? [53:01<00:00,  2.44it/s]
Epoch 0: |          | 7753/? [53:01<00:00,  2.44it/s]
Epoch 0: |          | 7754/? [53:02<00:00,  2.44it/s]
Epoch 0: |          | 7754/? [53:02<00:00,  2.44it/s]
Epoch 0: |          | 7755/? [53:02<00:00,  2.44it/s]
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Epoch 0: |          | 7756/? [53:02<00:00,  2.44it/s]
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Epoch 0: |          | 7758/? [53:03<00:00,  2.44it/s]
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Epoch 0: |          | 7759/? [53:03<00:00,  2.44it/s]
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Epoch 0: |          | 7760/? [53:03<00:00,  2.44it/s]
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Epoch 0: |          | 7761/? [53:04<00:00,  2.44it/s]
Epoch 0: |          | 7761/? [53:04<00:00,  2.44it/s]
Epoch 0: |          | 7762/? [53:04<00:00,  2.44it/s]
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Epoch 0: |          | 7763/? [53:04<00:00,  2.44it/s]
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Epoch 0: |          | 7764/? [53:04<00:00,  2.44it/s]
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Epoch 0: |          | 7765/? [53:05<00:00,  2.44it/s]
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Epoch 0: |          | 7766/? [53:05<00:00,  2.44it/s]
Epoch 0: |          | 7766/? [53:05<00:00,  2.44it/s]
Epoch 0: |          | 7767/? [53:05<00:00,  2.44it/s]
Epoch 0: |          | 7767/? [53:05<00:00,  2.44it/s]
Epoch 0: |          | 7768/? [53:05<00:00,  2.44it/s]
Epoch 0: |          | 7768/? [53:05<00:00,  2.44it/s]
Epoch 0: |          | 7769/? [53:06<00:00,  2.44it/s]
Epoch 0: |          | 7769/? [53:06<00:00,  2.44it/s]
Epoch 0: |          | 7770/? [53:06<00:00,  2.44it/s]
Epoch 0: |          | 7770/? [53:06<00:00,  2.44it/s]
Epoch 0: |          | 7771/? [53:06<00:00,  2.44it/s]
Epoch 0: |          | 7771/? [53:06<00:00,  2.44it/s]
Epoch 0: |          | 7772/? [53:07<00:00,  2.44it/s]
Epoch 0: |          | 7772/? [53:07<00:00,  2.44it/s]
Epoch 0: |          | 7773/? [53:07<00:00,  2.44it/s]
Epoch 0: |          | 7773/? [53:07<00:00,  2.44it/s]
Epoch 0: |          | 7774/? [53:07<00:00,  2.44it/s]
Epoch 0: |          | 7774/? [53:07<00:00,  2.44it/s]
Epoch 0: |          | 7775/? [53:07<00:00,  2.44it/s]
Epoch 0: |          | 7775/? [53:07<00:00,  2.44it/s]
Epoch 0: |          | 7776/? [53:08<00:00,  2.44it/s]
Epoch 0: |          | 7776/? [53:08<00:00,  2.44it/s]
Epoch 0: |          | 7777/? [53:08<00:00,  2.44it/s]
Epoch 0: |          | 7777/? [53:08<00:00,  2.44it/s]
Epoch 0: |          | 7778/? [53:08<00:00,  2.44it/s]
Epoch 0: |          | 7778/? [53:08<00:00,  2.44it/s]
Epoch 0: |          | 7779/? [53:08<00:00,  2.44it/s]
Epoch 0: |          | 7779/? [53:08<00:00,  2.44it/s]
Epoch 0: |          | 7780/? [53:09<00:00,  2.44it/s]
Epoch 0: |          | 7780/? [53:09<00:00,  2.44it/s]
Epoch 0: |          | 7781/? [53:09<00:00,  2.44it/s]
Epoch 0: |          | 7781/? [53:09<00:00,  2.44it/s]
Epoch 0: |          | 7782/? [53:09<00:00,  2.44it/s]
Epoch 0: |          | 7782/? [53:09<00:00,  2.44it/s]
Epoch 0: |          | 7783/? [53:10<00:00,  2.44it/s]
Epoch 0: |          | 7783/? [53:10<00:00,  2.44it/s]
Epoch 0: |          | 7784/? [53:10<00:00,  2.44it/s]
Epoch 0: |          | 7784/? [53:10<00:00,  2.44it/s]
Epoch 0: |          | 7785/? [53:10<00:00,  2.44it/s]
Epoch 0: |          | 7785/? [53:10<00:00,  2.44it/s]
Epoch 0: |          | 7786/? [53:10<00:00,  2.44it/s]
Epoch 0: |          | 7786/? [53:10<00:00,  2.44it/s]
Epoch 0: |          | 7787/? [53:11<00:00,  2.44it/s]
Epoch 0: |          | 7787/? [53:11<00:00,  2.44it/s]
Epoch 0: |          | 7788/? [53:11<00:00,  2.44it/s]
Epoch 0: |          | 7788/? [53:11<00:00,  2.44it/s]
Epoch 0: |          | 7789/? [53:11<00:00,  2.44it/s]
Epoch 0: |          | 7789/? [53:11<00:00,  2.44it/s]
Epoch 0: |          | 7790/? [53:11<00:00,  2.44it/s]
Epoch 0: |          | 7790/? [53:11<00:00,  2.44it/s]
Epoch 0: |          | 7791/? [53:12<00:00,  2.44it/s]
Epoch 0: |          | 7791/? [53:12<00:00,  2.44it/s]
Epoch 0: |          | 7792/? [53:12<00:00,  2.44it/s]
Epoch 0: |          | 7792/? [53:12<00:00,  2.44it/s]
Epoch 0: |          | 7793/? [53:12<00:00,  2.44it/s]
Epoch 0: |          | 7793/? [53:12<00:00,  2.44it/s]
Epoch 0: |          | 7794/? [53:13<00:00,  2.44it/s]
Epoch 0: |          | 7794/? [53:13<00:00,  2.44it/s]
Epoch 0: |          | 7795/? [53:13<00:00,  2.44it/s]
Epoch 0: |          | 7795/? [53:13<00:00,  2.44it/s]
Epoch 0: |          | 7796/? [53:13<00:00,  2.44it/s]
Epoch 0: |          | 7796/? [53:13<00:00,  2.44it/s]
Epoch 0: |          | 7797/? [53:13<00:00,  2.44it/s]
Epoch 0: |          | 7797/? [53:13<00:00,  2.44it/s]
Epoch 0: |          | 7798/? [53:14<00:00,  2.44it/s]
Epoch 0: |          | 7798/? [53:14<00:00,  2.44it/s]
Epoch 0: |          | 7799/? [53:14<00:00,  2.44it/s]
Epoch 0: |          | 7799/? [53:14<00:00,  2.44it/s]
Epoch 0: |          | 7800/? [53:14<00:00,  2.44it/s]
Epoch 0: |          | 7800/? [53:14<00:00,  2.44it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.07it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.10it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.18it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.75it/s]

Epoch 0: |          | 7800/? [53:15<00:00,  2.44it/s]
Epoch 0: |          | 7801/? [53:15<00:00,  2.44it/s]
Epoch 0: |          | 7801/? [53:15<00:00,  2.44it/s]
Epoch 0: |          | 7802/? [53:15<00:00,  2.44it/s]
Epoch 0: |          | 7802/? [53:15<00:00,  2.44it/s]
Epoch 0: |          | 7803/? [53:15<00:00,  2.44it/s]
Epoch 0: |          | 7803/? [53:15<00:00,  2.44it/s]
Epoch 0: |          | 7804/? [53:16<00:00,  2.44it/s]
Epoch 0: |          | 7804/? [53:16<00:00,  2.44it/s]
Epoch 0: |          | 7805/? [53:16<00:00,  2.44it/s]
Epoch 0: |          | 7805/? [53:16<00:00,  2.44it/s]
Epoch 0: |          | 7806/? [53:16<00:00,  2.44it/s]
Epoch 0: |          | 7806/? [53:16<00:00,  2.44it/s]
Epoch 0: |          | 7807/? [53:16<00:00,  2.44it/s]
Epoch 0: |          | 7807/? [53:16<00:00,  2.44it/s]
Epoch 0: |          | 7808/? [53:17<00:00,  2.44it/s]
Epoch 0: |          | 7808/? [53:17<00:00,  2.44it/s]
Epoch 0: |          | 7809/? [53:17<00:00,  2.44it/s]
Epoch 0: |          | 7809/? [53:17<00:00,  2.44it/s]
Epoch 0: |          | 7810/? [53:17<00:00,  2.44it/s]
Epoch 0: |          | 7810/? [53:17<00:00,  2.44it/s]
Epoch 0: |          | 7811/? [53:18<00:00,  2.44it/s]
Epoch 0: |          | 7811/? [53:18<00:00,  2.44it/s]
Epoch 0: |          | 7812/? [53:18<00:00,  2.44it/s]
Epoch 0: |          | 7812/? [53:18<00:00,  2.44it/s]
Epoch 0: |          | 7813/? [53:18<00:00,  2.44it/s]
Epoch 0: |          | 7813/? [53:18<00:00,  2.44it/s]
Epoch 0: |          | 7814/? [53:18<00:00,  2.44it/s]
Epoch 0: |          | 7814/? [53:18<00:00,  2.44it/s]
Epoch 0: |          | 7815/? [53:19<00:00,  2.44it/s]
Epoch 0: |          | 7815/? [53:19<00:00,  2.44it/s]
Epoch 0: |          | 7816/? [53:19<00:00,  2.44it/s]
Epoch 0: |          | 7816/? [53:19<00:00,  2.44it/s]
Epoch 0: |          | 7817/? [53:19<00:00,  2.44it/s]
Epoch 0: |          | 7817/? [53:19<00:00,  2.44it/s]
Epoch 0: |          | 7818/? [53:19<00:00,  2.44it/s]
Epoch 0: |          | 7818/? [53:19<00:00,  2.44it/s]
Epoch 0: |          | 7819/? [53:20<00:00,  2.44it/s]
Epoch 0: |          | 7819/? [53:20<00:00,  2.44it/s]
Epoch 0: |          | 7820/? [53:20<00:00,  2.44it/s]
Epoch 0: |          | 7820/? [53:20<00:00,  2.44it/s]
Epoch 0: |          | 7821/? [53:20<00:00,  2.44it/s]
Epoch 0: |          | 7821/? [53:20<00:00,  2.44it/s]
Epoch 0: |          | 7822/? [53:21<00:00,  2.44it/s]
Epoch 0: |          | 7822/? [53:21<00:00,  2.44it/s]
Epoch 0: |          | 7823/? [53:21<00:00,  2.44it/s]
Epoch 0: |          | 7823/? [53:21<00:00,  2.44it/s]
Epoch 0: |          | 7824/? [53:21<00:00,  2.44it/s]
Epoch 0: |          | 7824/? [53:21<00:00,  2.44it/s]
Epoch 0: |          | 7825/? [53:21<00:00,  2.44it/s]
Epoch 0: |          | 7825/? [53:21<00:00,  2.44it/s]
Epoch 0: |          | 7826/? [53:22<00:00,  2.44it/s]
Epoch 0: |          | 7826/? [53:22<00:00,  2.44it/s]
Epoch 0: |          | 7827/? [53:22<00:00,  2.44it/s]
Epoch 0: |          | 7827/? [53:22<00:00,  2.44it/s]
Epoch 0: |          | 7828/? [53:22<00:00,  2.44it/s]
Epoch 0: |          | 7828/? [53:22<00:00,  2.44it/s]
Epoch 0: |          | 7829/? [53:23<00:00,  2.44it/s]
Epoch 0: |          | 7829/? [53:23<00:00,  2.44it/s]
Epoch 0: |          | 7830/? [53:23<00:00,  2.44it/s]
Epoch 0: |          | 7830/? [53:23<00:00,  2.44it/s]
Epoch 0: |          | 7831/? [53:23<00:00,  2.44it/s]
Epoch 0: |          | 7831/? [53:23<00:00,  2.44it/s]
Epoch 0: |          | 7832/? [53:23<00:00,  2.44it/s]
Epoch 0: |          | 7832/? [53:23<00:00,  2.44it/s]
Epoch 0: |          | 7833/? [53:24<00:00,  2.44it/s]
Epoch 0: |          | 7833/? [53:24<00:00,  2.44it/s]
Epoch 0: |          | 7834/? [53:24<00:00,  2.44it/s]
Epoch 0: |          | 7834/? [53:24<00:00,  2.44it/s]
Epoch 0: |          | 7835/? [53:24<00:00,  2.44it/s]
Epoch 0: |          | 7835/? [53:24<00:00,  2.44it/s]
Epoch 0: |          | 7836/? [53:25<00:00,  2.44it/s]
Epoch 0: |          | 7836/? [53:25<00:00,  2.44it/s]
Epoch 0: |          | 7837/? [53:25<00:00,  2.45it/s]
Epoch 0: |          | 7837/? [53:25<00:00,  2.45it/s]
Epoch 0: |          | 7838/? [53:25<00:00,  2.45it/s]
Epoch 0: |          | 7838/? [53:25<00:00,  2.45it/s]
Epoch 0: |          | 7839/? [53:25<00:00,  2.45it/s]
Epoch 0: |          | 7839/? [53:25<00:00,  2.45it/s]
Epoch 0: |          | 7840/? [53:26<00:00,  2.45it/s]
Epoch 0: |          | 7840/? [53:26<00:00,  2.45it/s]
Epoch 0: |          | 7841/? [53:26<00:00,  2.45it/s]
Epoch 0: |          | 7841/? [53:26<00:00,  2.45it/s]
Epoch 0: |          | 7842/? [53:26<00:00,  2.45it/s]
Epoch 0: |          | 7842/? [53:26<00:00,  2.45it/s]
Epoch 0: |          | 7843/? [53:26<00:00,  2.45it/s]
Epoch 0: |          | 7843/? [53:26<00:00,  2.45it/s]
Epoch 0: |          | 7844/? [53:27<00:00,  2.45it/s]
Epoch 0: |          | 7844/? [53:27<00:00,  2.45it/s]
Epoch 0: |          | 7845/? [53:27<00:00,  2.45it/s]
Epoch 0: |          | 7845/? [53:27<00:00,  2.45it/s]
Epoch 0: |          | 7846/? [53:27<00:00,  2.45it/s]
Epoch 0: |          | 7846/? [53:27<00:00,  2.45it/s]
Epoch 0: |          | 7847/? [53:28<00:00,  2.45it/s]
Epoch 0: |          | 7847/? [53:28<00:00,  2.45it/s]
Epoch 0: |          | 7848/? [53:28<00:00,  2.45it/s]
Epoch 0: |          | 7848/? [53:28<00:00,  2.45it/s]
Epoch 0: |          | 7849/? [53:28<00:00,  2.45it/s]
Epoch 0: |          | 7849/? [53:28<00:00,  2.45it/s]
Epoch 0: |          | 7850/? [53:28<00:00,  2.45it/s]
Epoch 0: |          | 7850/? [53:28<00:00,  2.45it/s]
Epoch 0: |          | 7851/? [53:29<00:00,  2.45it/s]
Epoch 0: |          | 7851/? [53:29<00:00,  2.45it/s]
Epoch 0: |          | 7852/? [53:29<00:00,  2.45it/s]
Epoch 0: |          | 7852/? [53:29<00:00,  2.45it/s]
Epoch 0: |          | 7853/? [53:29<00:00,  2.45it/s]
Epoch 0: |          | 7853/? [53:29<00:00,  2.45it/s]
Epoch 0: |          | 7854/? [53:29<00:00,  2.45it/s]
Epoch 0: |          | 7854/? [53:29<00:00,  2.45it/s]
Epoch 0: |          | 7855/? [53:30<00:00,  2.45it/s]
Epoch 0: |          | 7855/? [53:30<00:00,  2.45it/s]
Epoch 0: |          | 7856/? [53:30<00:00,  2.45it/s]
Epoch 0: |          | 7856/? [53:30<00:00,  2.45it/s]
Epoch 0: |          | 7857/? [53:30<00:00,  2.45it/s]
Epoch 0: |          | 7857/? [53:30<00:00,  2.45it/s]
Epoch 0: |          | 7858/? [53:31<00:00,  2.45it/s]
Epoch 0: |          | 7858/? [53:31<00:00,  2.45it/s]
Epoch 0: |          | 7859/? [53:31<00:00,  2.45it/s]
Epoch 0: |          | 7859/? [53:31<00:00,  2.45it/s]
Epoch 0: |          | 7860/? [53:31<00:00,  2.45it/s]
Epoch 0: |          | 7860/? [53:31<00:00,  2.45it/s]
Epoch 0: |          | 7861/? [53:31<00:00,  2.45it/s]
Epoch 0: |          | 7861/? [53:31<00:00,  2.45it/s]
Epoch 0: |          | 7862/? [53:32<00:00,  2.45it/s]
Epoch 0: |          | 7862/? [53:32<00:00,  2.45it/s]
Epoch 0: |          | 7863/? [53:32<00:00,  2.45it/s]
Epoch 0: |          | 7863/? [53:32<00:00,  2.45it/s]
Epoch 0: |          | 7864/? [53:32<00:00,  2.45it/s]
Epoch 0: |          | 7864/? [53:32<00:00,  2.45it/s]
Epoch 0: |          | 7865/? [53:33<00:00,  2.45it/s]
Epoch 0: |          | 7865/? [53:33<00:00,  2.45it/s]
Epoch 0: |          | 7866/? [53:33<00:00,  2.45it/s]
Epoch 0: |          | 7866/? [53:33<00:00,  2.45it/s]
Epoch 0: |          | 7867/? [53:33<00:00,  2.45it/s]
Epoch 0: |          | 7867/? [53:33<00:00,  2.45it/s]
Epoch 0: |          | 7868/? [53:33<00:00,  2.45it/s]
Epoch 0: |          | 7868/? [53:33<00:00,  2.45it/s]
Epoch 0: |          | 7869/? [53:34<00:00,  2.45it/s]
Epoch 0: |          | 7869/? [53:34<00:00,  2.45it/s]
Epoch 0: |          | 7870/? [53:34<00:00,  2.45it/s]
Epoch 0: |          | 7870/? [53:34<00:00,  2.45it/s]
Epoch 0: |          | 7871/? [53:34<00:00,  2.45it/s]
Epoch 0: |          | 7871/? [53:34<00:00,  2.45it/s]
Epoch 0: |          | 7872/? [53:35<00:00,  2.45it/s]
Epoch 0: |          | 7872/? [53:35<00:00,  2.45it/s]
Epoch 0: |          | 7873/? [53:35<00:00,  2.45it/s]
Epoch 0: |          | 7873/? [53:35<00:00,  2.45it/s]
Epoch 0: |          | 7874/? [53:35<00:00,  2.45it/s]
Epoch 0: |          | 7874/? [53:35<00:00,  2.45it/s]
Epoch 0: |          | 7875/? [53:35<00:00,  2.45it/s]
Epoch 0: |          | 7875/? [53:35<00:00,  2.45it/s]
Epoch 0: |          | 7876/? [53:36<00:00,  2.45it/s]
Epoch 0: |          | 7876/? [53:36<00:00,  2.45it/s]
Epoch 0: |          | 7877/? [53:36<00:00,  2.45it/s]
Epoch 0: |          | 7877/? [53:36<00:00,  2.45it/s]
Epoch 0: |          | 7878/? [53:36<00:00,  2.45it/s]
Epoch 0: |          | 7878/? [53:36<00:00,  2.45it/s]
Epoch 0: |          | 7879/? [53:37<00:00,  2.45it/s]
Epoch 0: |          | 7879/? [53:37<00:00,  2.45it/s]
Epoch 0: |          | 7880/? [53:37<00:00,  2.45it/s]
Epoch 0: |          | 7880/? [53:37<00:00,  2.45it/s]
Epoch 0: |          | 7881/? [53:37<00:00,  2.45it/s]
Epoch 0: |          | 7881/? [53:37<00:00,  2.45it/s]
Epoch 0: |          | 7882/? [53:37<00:00,  2.45it/s]
Epoch 0: |          | 7882/? [53:37<00:00,  2.45it/s]
Epoch 0: |          | 7883/? [53:38<00:00,  2.45it/s]
Epoch 0: |          | 7883/? [53:38<00:00,  2.45it/s]
Epoch 0: |          | 7884/? [53:38<00:00,  2.45it/s]
Epoch 0: |          | 7884/? [53:38<00:00,  2.45it/s]
Epoch 0: |          | 7885/? [53:38<00:00,  2.45it/s]
Epoch 0: |          | 7885/? [53:38<00:00,  2.45it/s]
Epoch 0: |          | 7886/? [53:38<00:00,  2.45it/s]
Epoch 0: |          | 7886/? [53:38<00:00,  2.45it/s]
Epoch 0: |          | 7887/? [53:39<00:00,  2.45it/s]
Epoch 0: |          | 7887/? [53:39<00:00,  2.45it/s]
Epoch 0: |          | 7888/? [53:39<00:00,  2.45it/s]
Epoch 0: |          | 7888/? [53:39<00:00,  2.45it/s]
Epoch 0: |          | 7889/? [53:39<00:00,  2.45it/s]
Epoch 0: |          | 7889/? [53:39<00:00,  2.45it/s]
Epoch 0: |          | 7890/? [53:40<00:00,  2.45it/s]
Epoch 0: |          | 7890/? [53:40<00:00,  2.45it/s]
Epoch 0: |          | 7891/? [53:40<00:00,  2.45it/s]
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Epoch 0: |          | 7895/? [53:41<00:00,  2.45it/s]
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Epoch 0: |          | 7896/? [53:41<00:00,  2.45it/s]
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Epoch 0: |          | 7899/? [53:42<00:00,  2.45it/s]
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Epoch 0: |          | 7900/? [53:42<00:00,  2.45it/s]
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Epoch 0: |          | 7901/? [53:43<00:00,  2.45it/s]
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Epoch 0: |          | 7902/? [53:43<00:00,  2.45it/s]
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Epoch 0: |          | 7903/? [53:43<00:00,  2.45it/s]
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Epoch 0: |          | 7904/? [53:43<00:00,  2.45it/s]
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Epoch 0: |          | 7905/? [53:44<00:00,  2.45it/s]
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Epoch 0: |          | 7906/? [53:44<00:00,  2.45it/s]
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Epoch 0: |          | 7907/? [53:44<00:00,  2.45it/s]
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Epoch 0: |          | 7908/? [53:45<00:00,  2.45it/s]
Epoch 0: |          | 7908/? [53:45<00:00,  2.45it/s]
Epoch 0: |          | 7909/? [53:45<00:00,  2.45it/s]
Epoch 0: |          | 7909/? [53:45<00:00,  2.45it/s]
Epoch 0: |          | 7910/? [53:45<00:00,  2.45it/s]
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Epoch 0: |          | 7911/? [53:45<00:00,  2.45it/s]
Epoch 0: |          | 7911/? [53:45<00:00,  2.45it/s]
Epoch 0: |          | 7912/? [53:46<00:00,  2.45it/s]
Epoch 0: |          | 7912/? [53:46<00:00,  2.45it/s]
Epoch 0: |          | 7913/? [53:46<00:00,  2.45it/s]
Epoch 0: |          | 7913/? [53:46<00:00,  2.45it/s]
Epoch 0: |          | 7914/? [53:46<00:00,  2.45it/s]
Epoch 0: |          | 7914/? [53:46<00:00,  2.45it/s]
Epoch 0: |          | 7915/? [53:46<00:00,  2.45it/s]
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Epoch 0: |          | 7916/? [53:47<00:00,  2.45it/s]
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Epoch 0: |          | 7917/? [53:47<00:00,  2.45it/s]
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Epoch 0: |          | 7918/? [53:47<00:00,  2.45it/s]
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Epoch 0: |          | 7919/? [53:48<00:00,  2.45it/s]
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Epoch 0: |          | 7920/? [53:48<00:00,  2.45it/s]
Epoch 0: |          | 7920/? [53:48<00:00,  2.45it/s]
Epoch 0: |          | 7921/? [53:48<00:00,  2.45it/s]
Epoch 0: |          | 7921/? [53:48<00:00,  2.45it/s]
Epoch 0: |          | 7922/? [53:48<00:00,  2.45it/s]
Epoch 0: |          | 7922/? [53:48<00:00,  2.45it/s]
Epoch 0: |          | 7923/? [53:49<00:00,  2.45it/s]
Epoch 0: |          | 7923/? [53:49<00:00,  2.45it/s]
Epoch 0: |          | 7924/? [53:49<00:00,  2.45it/s]
Epoch 0: |          | 7924/? [53:49<00:00,  2.45it/s]
Epoch 0: |          | 7925/? [53:49<00:00,  2.45it/s]
Epoch 0: |          | 7925/? [53:49<00:00,  2.45it/s]
Epoch 0: |          | 7926/? [53:49<00:00,  2.45it/s]
Epoch 0: |          | 7926/? [53:49<00:00,  2.45it/s]
Epoch 0: |          | 7927/? [53:50<00:00,  2.45it/s]
Epoch 0: |          | 7927/? [53:50<00:00,  2.45it/s]
Epoch 0: |          | 7928/? [53:50<00:00,  2.45it/s]
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Epoch 0: |          | 7929/? [53:50<00:00,  2.45it/s]
Epoch 0: |          | 7929/? [53:50<00:00,  2.45it/s]
Epoch 0: |          | 7930/? [53:51<00:00,  2.45it/s]
Epoch 0: |          | 7930/? [53:51<00:00,  2.45it/s]
Epoch 0: |          | 7931/? [53:51<00:00,  2.45it/s]
Epoch 0: |          | 7931/? [53:51<00:00,  2.45it/s]
Epoch 0: |          | 7932/? [53:51<00:00,  2.45it/s]
Epoch 0: |          | 7932/? [53:51<00:00,  2.45it/s]
Epoch 0: |          | 7933/? [53:51<00:00,  2.45it/s]
Epoch 0: |          | 7933/? [53:51<00:00,  2.45it/s]
Epoch 0: |          | 7934/? [53:52<00:00,  2.45it/s]
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Epoch 0: |          | 7935/? [53:52<00:00,  2.45it/s]
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Epoch 0: |          | 7936/? [53:52<00:00,  2.45it/s]
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Epoch 0: |          | 7937/? [53:53<00:00,  2.45it/s]
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Epoch 0: |          | 7938/? [53:53<00:00,  2.46it/s]
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Epoch 0: |          | 7939/? [53:53<00:00,  2.46it/s]
Epoch 0: |          | 7939/? [53:53<00:00,  2.46it/s]
Epoch 0: |          | 7940/? [53:53<00:00,  2.46it/s]
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Epoch 0: |          | 7941/? [53:54<00:00,  2.46it/s]
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Epoch 0: |          | 7942/? [53:54<00:00,  2.46it/s]
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Epoch 0: |          | 7943/? [53:54<00:00,  2.46it/s]
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Epoch 0: |          | 7945/? [53:55<00:00,  2.46it/s]
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Epoch 0: |          | 7946/? [53:55<00:00,  2.46it/s]
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Epoch 0: |          | 7947/? [53:55<00:00,  2.46it/s]
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Epoch 0: |          | 7948/? [53:56<00:00,  2.46it/s]
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Epoch 0: |          | 7949/? [53:56<00:00,  2.46it/s]
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Epoch 0: |          | 7950/? [53:56<00:00,  2.46it/s]
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Epoch 0: |          | 7951/? [53:56<00:00,  2.46it/s]
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Epoch 0: |          | 7952/? [53:57<00:00,  2.46it/s]
Epoch 0: |          | 7952/? [53:57<00:00,  2.46it/s]
Epoch 0: |          | 7953/? [53:57<00:00,  2.46it/s]
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Epoch 0: |          | 7954/? [53:57<00:00,  2.46it/s]
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Epoch 0: |          | 7955/? [53:58<00:00,  2.46it/s]
Epoch 0: |          | 7955/? [53:58<00:00,  2.46it/s]
Epoch 0: |          | 7956/? [53:58<00:00,  2.46it/s]
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Epoch 0: |          | 7957/? [53:58<00:00,  2.46it/s]
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Epoch 0: |          | 7958/? [53:58<00:00,  2.46it/s]
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Epoch 0: |          | 7959/? [53:59<00:00,  2.46it/s]
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Epoch 0: |          | 7960/? [53:59<00:00,  2.46it/s]
Epoch 0: |          | 7960/? [53:59<00:00,  2.46it/s]
Epoch 0: |          | 7961/? [53:59<00:00,  2.46it/s]
Epoch 0: |          | 7961/? [53:59<00:00,  2.46it/s]
Epoch 0: |          | 7962/? [53:59<00:00,  2.46it/s]
Epoch 0: |          | 7962/? [53:59<00:00,  2.46it/s]
Epoch 0: |          | 7963/? [54:00<00:00,  2.46it/s]
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Epoch 0: |          | 7964/? [54:00<00:00,  2.46it/s]
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Epoch 0: |          | 7965/? [54:00<00:00,  2.46it/s]
Epoch 0: |          | 7965/? [54:00<00:00,  2.46it/s]
Epoch 0: |          | 7966/? [54:01<00:00,  2.46it/s]
Epoch 0: |          | 7966/? [54:01<00:00,  2.46it/s]
Epoch 0: |          | 7967/? [54:01<00:00,  2.46it/s]
Epoch 0: |          | 7967/? [54:01<00:00,  2.46it/s]
Epoch 0: |          | 7968/? [54:01<00:00,  2.46it/s]
Epoch 0: |          | 7968/? [54:01<00:00,  2.46it/s]
Epoch 0: |          | 7969/? [54:01<00:00,  2.46it/s]
Epoch 0: |          | 7969/? [54:01<00:00,  2.46it/s]
Epoch 0: |          | 7970/? [54:02<00:00,  2.46it/s]
Epoch 0: |          | 7970/? [54:02<00:00,  2.46it/s]
Epoch 0: |          | 7971/? [54:02<00:00,  2.46it/s]
Epoch 0: |          | 7971/? [54:02<00:00,  2.46it/s]
Epoch 0: |          | 7972/? [54:02<00:00,  2.46it/s]
Epoch 0: |          | 7972/? [54:02<00:00,  2.46it/s]
Epoch 0: |          | 7973/? [54:02<00:00,  2.46it/s]
Epoch 0: |          | 7973/? [54:02<00:00,  2.46it/s]
Epoch 0: |          | 7974/? [54:03<00:00,  2.46it/s]
Epoch 0: |          | 7974/? [54:03<00:00,  2.46it/s]
Epoch 0: |          | 7975/? [54:03<00:00,  2.46it/s]
Epoch 0: |          | 7975/? [54:03<00:00,  2.46it/s]
Epoch 0: |          | 7976/? [54:03<00:00,  2.46it/s]
Epoch 0: |          | 7976/? [54:03<00:00,  2.46it/s]
Epoch 0: |          | 7977/? [54:04<00:00,  2.46it/s]
Epoch 0: |          | 7977/? [54:04<00:00,  2.46it/s]
Epoch 0: |          | 7978/? [54:04<00:00,  2.46it/s]
Epoch 0: |          | 7978/? [54:04<00:00,  2.46it/s]
Epoch 0: |          | 7979/? [54:04<00:00,  2.46it/s]
Epoch 0: |          | 7979/? [54:04<00:00,  2.46it/s]
Epoch 0: |          | 7980/? [54:04<00:00,  2.46it/s]
Epoch 0: |          | 7980/? [54:04<00:00,  2.46it/s]
Epoch 0: |          | 7981/? [54:05<00:00,  2.46it/s]
Epoch 0: |          | 7981/? [54:05<00:00,  2.46it/s]
Epoch 0: |          | 7982/? [54:05<00:00,  2.46it/s]
Epoch 0: |          | 7982/? [54:05<00:00,  2.46it/s]
Epoch 0: |          | 7983/? [54:05<00:00,  2.46it/s]
Epoch 0: |          | 7983/? [54:05<00:00,  2.46it/s]
Epoch 0: |          | 7984/? [54:06<00:00,  2.46it/s]
Epoch 0: |          | 7984/? [54:06<00:00,  2.46it/s]
Epoch 0: |          | 7985/? [54:06<00:00,  2.46it/s]
Epoch 0: |          | 7985/? [54:06<00:00,  2.46it/s]
Epoch 0: |          | 7986/? [54:06<00:00,  2.46it/s]
Epoch 0: |          | 7986/? [54:06<00:00,  2.46it/s]
Epoch 0: |          | 7987/? [54:06<00:00,  2.46it/s]
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Epoch 0: |          | 7988/? [54:07<00:00,  2.46it/s]
Epoch 0: |          | 7988/? [54:07<00:00,  2.46it/s]
Epoch 0: |          | 7989/? [54:07<00:00,  2.46it/s]
Epoch 0: |          | 7989/? [54:07<00:00,  2.46it/s]
Epoch 0: |          | 7990/? [54:07<00:00,  2.46it/s]
Epoch 0: |          | 7990/? [54:07<00:00,  2.46it/s]
Epoch 0: |          | 7991/? [54:08<00:00,  2.46it/s]
Epoch 0: |          | 7991/? [54:08<00:00,  2.46it/s]
Epoch 0: |          | 7992/? [54:08<00:00,  2.46it/s]
Epoch 0: |          | 7992/? [54:08<00:00,  2.46it/s]
Epoch 0: |          | 7993/? [54:08<00:00,  2.46it/s]
Epoch 0: |          | 7993/? [54:08<00:00,  2.46it/s]
Epoch 0: |          | 7994/? [54:08<00:00,  2.46it/s]
Epoch 0: |          | 7994/? [54:08<00:00,  2.46it/s]
Epoch 0: |          | 7995/? [54:09<00:00,  2.46it/s]
Epoch 0: |          | 7995/? [54:09<00:00,  2.46it/s]
Epoch 0: |          | 7996/? [54:09<00:00,  2.46it/s]
Epoch 0: |          | 7996/? [54:09<00:00,  2.46it/s]
Epoch 0: |          | 7997/? [54:09<00:00,  2.46it/s]
Epoch 0: |          | 7997/? [54:09<00:00,  2.46it/s]
Epoch 0: |          | 7998/? [54:09<00:00,  2.46it/s]
Epoch 0: |          | 7998/? [54:09<00:00,  2.46it/s]
Epoch 0: |          | 7999/? [54:10<00:00,  2.46it/s]
Epoch 0: |          | 7999/? [54:10<00:00,  2.46it/s]
Epoch 0: |          | 8000/? [54:10<00:00,  2.46it/s]
Epoch 0: |          | 8000/? [54:10<00:00,  2.46it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.66it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.88it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.10it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.56it/s]

Epoch 0: |          | 8000/? [54:10<00:00,  2.46it/s]
Epoch 0: |          | 8001/? [54:11<00:00,  2.46it/s]
Epoch 0: |          | 8001/? [54:11<00:00,  2.46it/s]
Epoch 0: |          | 8002/? [54:11<00:00,  2.46it/s]
Epoch 0: |          | 8002/? [54:11<00:00,  2.46it/s]
Epoch 0: |          | 8003/? [54:11<00:00,  2.46it/s]
Epoch 0: |          | 8003/? [54:11<00:00,  2.46it/s]
Epoch 0: |          | 8004/? [54:11<00:00,  2.46it/s]
Epoch 0: |          | 8004/? [54:11<00:00,  2.46it/s]
Epoch 0: |          | 8005/? [54:12<00:00,  2.46it/s]
Epoch 0: |          | 8005/? [54:12<00:00,  2.46it/s]
Epoch 0: |          | 8006/? [54:12<00:00,  2.46it/s]
Epoch 0: |          | 8006/? [54:12<00:00,  2.46it/s]
Epoch 0: |          | 8007/? [54:12<00:00,  2.46it/s]
Epoch 0: |          | 8007/? [54:12<00:00,  2.46it/s]
Epoch 0: |          | 8008/? [54:13<00:00,  2.46it/s]
Epoch 0: |          | 8008/? [54:13<00:00,  2.46it/s]
Epoch 0: |          | 8009/? [54:13<00:00,  2.46it/s]
Epoch 0: |          | 8009/? [54:13<00:00,  2.46it/s]
Epoch 0: |          | 8010/? [54:13<00:00,  2.46it/s]
Epoch 0: |          | 8010/? [54:13<00:00,  2.46it/s]
Epoch 0: |          | 8011/? [54:13<00:00,  2.46it/s]
Epoch 0: |          | 8011/? [54:13<00:00,  2.46it/s]
Epoch 0: |          | 8012/? [54:14<00:00,  2.46it/s]
Epoch 0: |          | 8012/? [54:14<00:00,  2.46it/s]
Epoch 0: |          | 8013/? [54:14<00:00,  2.46it/s]
Epoch 0: |          | 8013/? [54:14<00:00,  2.46it/s]
Epoch 0: |          | 8014/? [54:14<00:00,  2.46it/s]
Epoch 0: |          | 8014/? [54:14<00:00,  2.46it/s]
Epoch 0: |          | 8015/? [54:14<00:00,  2.46it/s]
Epoch 0: |          | 8015/? [54:14<00:00,  2.46it/s]
Epoch 0: |          | 8016/? [54:15<00:00,  2.46it/s]
Epoch 0: |          | 8016/? [54:15<00:00,  2.46it/s]
Epoch 0: |          | 8017/? [54:15<00:00,  2.46it/s]
Epoch 0: |          | 8017/? [54:15<00:00,  2.46it/s]
Epoch 0: |          | 8018/? [54:15<00:00,  2.46it/s]
Epoch 0: |          | 8018/? [54:15<00:00,  2.46it/s]
Epoch 0: |          | 8019/? [54:16<00:00,  2.46it/s]
Epoch 0: |          | 8019/? [54:16<00:00,  2.46it/s]
Epoch 0: |          | 8020/? [54:16<00:00,  2.46it/s]
Epoch 0: |          | 8020/? [54:16<00:00,  2.46it/s]
Epoch 0: |          | 8021/? [54:16<00:00,  2.46it/s]
Epoch 0: |          | 8021/? [54:16<00:00,  2.46it/s]
Epoch 0: |          | 8022/? [54:16<00:00,  2.46it/s]
Epoch 0: |          | 8022/? [54:16<00:00,  2.46it/s]
Epoch 0: |          | 8023/? [54:17<00:00,  2.46it/s]
Epoch 0: |          | 8023/? [54:17<00:00,  2.46it/s]
Epoch 0: |          | 8024/? [54:17<00:00,  2.46it/s]
Epoch 0: |          | 8024/? [54:17<00:00,  2.46it/s]
Epoch 0: |          | 8025/? [54:17<00:00,  2.46it/s]
Epoch 0: |          | 8025/? [54:17<00:00,  2.46it/s]
Epoch 0: |          | 8026/? [54:18<00:00,  2.46it/s]
Epoch 0: |          | 8026/? [54:18<00:00,  2.46it/s]
Epoch 0: |          | 8027/? [54:18<00:00,  2.46it/s]
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Epoch 0: |          | 8088/? [54:35<00:00,  2.47it/s]
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Epoch 0: |          | 8093/? [54:36<00:00,  2.47it/s]
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Epoch 0: |          | 8094/? [54:36<00:00,  2.47it/s]
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Epoch 0: |          | 8096/? [54:37<00:00,  2.47it/s]
Epoch 0: |          | 8096/? [54:37<00:00,  2.47it/s]
Epoch 0: |          | 8097/? [54:37<00:00,  2.47it/s]
Epoch 0: |          | 8097/? [54:37<00:00,  2.47it/s]
Epoch 0: |          | 8098/? [54:37<00:00,  2.47it/s]
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Epoch 0: |          | 8100/? [54:38<00:00,  2.47it/s]
Epoch 0: |          | 8100/? [54:38<00:00,  2.47it/s]
Epoch 0: |          | 8101/? [54:38<00:00,  2.47it/s]
Epoch 0: |          | 8101/? [54:38<00:00,  2.47it/s]
Epoch 0: |          | 8102/? [54:38<00:00,  2.47it/s]
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Epoch 0: |          | 8103/? [54:39<00:00,  2.47it/s]
Epoch 0: |          | 8103/? [54:39<00:00,  2.47it/s]
Epoch 0: |          | 8104/? [54:39<00:00,  2.47it/s]
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Epoch 0: |          | 8106/? [54:40<00:00,  2.47it/s]
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Epoch 0: |          | 8110/? [54:41<00:00,  2.47it/s]
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Epoch 0: |          | 8116/? [54:42<00:00,  2.47it/s]
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Epoch 0: |          | 8118/? [54:43<00:00,  2.47it/s]
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Epoch 0: |          | 8119/? [54:43<00:00,  2.47it/s]
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Epoch 0: |          | 8120/? [54:43<00:00,  2.47it/s]
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Epoch 0: |          | 8129/? [54:46<00:00,  2.47it/s]
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Epoch 0: |          | 8130/? [54:46<00:00,  2.47it/s]
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Epoch 0: |          | 8131/? [54:46<00:00,  2.47it/s]
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Epoch 0: |          | 8133/? [54:47<00:00,  2.47it/s]
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Epoch 0: |          | 8134/? [54:47<00:00,  2.47it/s]
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Epoch 0: |          | 8136/? [54:48<00:00,  2.47it/s]
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Epoch 0: |          | 8137/? [54:48<00:00,  2.47it/s]
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Epoch 0: |          | 8138/? [54:48<00:00,  2.47it/s]
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Epoch 0: |          | 8139/? [54:49<00:00,  2.47it/s]
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Epoch 0: |          | 8140/? [54:49<00:00,  2.47it/s]
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Epoch 0: |          | 8141/? [54:49<00:00,  2.47it/s]
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Epoch 0: |          | 8142/? [54:49<00:00,  2.47it/s]
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Epoch 0: |          | 8144/? [54:50<00:00,  2.48it/s]
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Epoch 0: |          | 8145/? [54:50<00:00,  2.48it/s]
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Epoch 0: |          | 8166/? [54:56<00:00,  2.48it/s]
Epoch 0: |          | 8167/? [54:56<00:00,  2.48it/s]
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Epoch 0: |          | 8180/? [55:00<00:00,  2.48it/s]
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Epoch 0: |          | 8190/? [55:03<00:00,  2.48it/s]
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Epoch 0: |          | 8191/? [55:03<00:00,  2.48it/s]
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Epoch 0: |          | 8192/? [55:03<00:00,  2.48it/s]
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Epoch 0: |          | 8193/? [55:04<00:00,  2.48it/s]
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Epoch 0: |          | 8194/? [55:04<00:00,  2.48it/s]
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Epoch 0: |          | 8195/? [55:04<00:00,  2.48it/s]
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Epoch 0: |          | 8196/? [55:04<00:00,  2.48it/s]
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Epoch 0: |          | 8197/? [55:05<00:00,  2.48it/s]
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Epoch 0: |          | 8198/? [55:05<00:00,  2.48it/s]
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Epoch 0: |          | 8199/? [55:05<00:00,  2.48it/s]
Epoch 0: |          | 8199/? [55:05<00:00,  2.48it/s]
Epoch 0: |          | 8200/? [55:05<00:00,  2.48it/s]
Epoch 0: |          | 8200/? [55:05<00:00,  2.48it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.06it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.13it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.90it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.56it/s]

Epoch 0: |          | 8200/? [55:06<00:00,  2.48it/s]
Epoch 0: |          | 8201/? [55:06<00:00,  2.48it/s]
Epoch 0: |          | 8201/? [55:06<00:00,  2.48it/s]
Epoch 0: |          | 8202/? [55:06<00:00,  2.48it/s]
Epoch 0: |          | 8202/? [55:06<00:00,  2.48it/s]
Epoch 0: |          | 8203/? [55:07<00:00,  2.48it/s]
Epoch 0: |          | 8203/? [55:07<00:00,  2.48it/s]
Epoch 0: |          | 8204/? [55:07<00:00,  2.48it/s]
Epoch 0: |          | 8204/? [55:07<00:00,  2.48it/s]
Epoch 0: |          | 8205/? [55:07<00:00,  2.48it/s]
Epoch 0: |          | 8205/? [55:07<00:00,  2.48it/s]
Epoch 0: |          | 8206/? [55:07<00:00,  2.48it/s]
Epoch 0: |          | 8206/? [55:07<00:00,  2.48it/s]
Epoch 0: |          | 8207/? [55:08<00:00,  2.48it/s]
Epoch 0: |          | 8207/? [55:08<00:00,  2.48it/s]
Epoch 0: |          | 8208/? [55:08<00:00,  2.48it/s]
Epoch 0: |          | 8208/? [55:08<00:00,  2.48it/s]
Epoch 0: |          | 8209/? [55:08<00:00,  2.48it/s]
Epoch 0: |          | 8209/? [55:08<00:00,  2.48it/s]
Epoch 0: |          | 8210/? [55:09<00:00,  2.48it/s]
Epoch 0: |          | 8210/? [55:09<00:00,  2.48it/s]
Epoch 0: |          | 8211/? [55:09<00:00,  2.48it/s]
Epoch 0: |          | 8211/? [55:09<00:00,  2.48it/s]
Epoch 0: |          | 8212/? [55:09<00:00,  2.48it/s]
Epoch 0: |          | 8212/? [55:09<00:00,  2.48it/s]
Epoch 0: |          | 8213/? [55:09<00:00,  2.48it/s]
Epoch 0: |          | 8213/? [55:09<00:00,  2.48it/s]
Epoch 0: |          | 8214/? [55:10<00:00,  2.48it/s]
Epoch 0: |          | 8214/? [55:10<00:00,  2.48it/s]
Epoch 0: |          | 8215/? [55:10<00:00,  2.48it/s]
Epoch 0: |          | 8215/? [55:10<00:00,  2.48it/s]
Epoch 0: |          | 8216/? [55:10<00:00,  2.48it/s]
Epoch 0: |          | 8216/? [55:10<00:00,  2.48it/s]
Epoch 0: |          | 8217/? [55:10<00:00,  2.48it/s]
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Epoch 0: |          | 8218/? [55:11<00:00,  2.48it/s]
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Epoch 0: |          | 8219/? [55:11<00:00,  2.48it/s]
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Epoch 0: |          | 8220/? [55:11<00:00,  2.48it/s]
Epoch 0: |          | 8220/? [55:11<00:00,  2.48it/s]
Epoch 0: |          | 8221/? [55:12<00:00,  2.48it/s]
Epoch 0: |          | 8221/? [55:12<00:00,  2.48it/s]
Epoch 0: |          | 8222/? [55:12<00:00,  2.48it/s]
Epoch 0: |          | 8222/? [55:12<00:00,  2.48it/s]
Epoch 0: |          | 8223/? [55:12<00:00,  2.48it/s]
Epoch 0: |          | 8223/? [55:12<00:00,  2.48it/s]
Epoch 0: |          | 8224/? [55:12<00:00,  2.48it/s]
Epoch 0: |          | 8224/? [55:12<00:00,  2.48it/s]
Epoch 0: |          | 8225/? [55:13<00:00,  2.48it/s]
Epoch 0: |          | 8225/? [55:13<00:00,  2.48it/s]
Epoch 0: |          | 8226/? [55:13<00:00,  2.48it/s]
Epoch 0: |          | 8226/? [55:13<00:00,  2.48it/s]
Epoch 0: |          | 8227/? [55:13<00:00,  2.48it/s]
Epoch 0: |          | 8227/? [55:13<00:00,  2.48it/s]
Epoch 0: |          | 8228/? [55:13<00:00,  2.48it/s]
Epoch 0: |          | 8228/? [55:13<00:00,  2.48it/s]
Epoch 0: |          | 8229/? [55:14<00:00,  2.48it/s]
Epoch 0: |          | 8229/? [55:14<00:00,  2.48it/s]
Epoch 0: |          | 8230/? [55:14<00:00,  2.48it/s]
Epoch 0: |          | 8230/? [55:14<00:00,  2.48it/s]
Epoch 0: |          | 8231/? [55:14<00:00,  2.48it/s]
Epoch 0: |          | 8231/? [55:14<00:00,  2.48it/s]
Epoch 0: |          | 8232/? [55:15<00:00,  2.48it/s]
Epoch 0: |          | 8232/? [55:15<00:00,  2.48it/s]
Epoch 0: |          | 8233/? [55:15<00:00,  2.48it/s]
Epoch 0: |          | 8233/? [55:15<00:00,  2.48it/s]
Epoch 0: |          | 8234/? [55:15<00:00,  2.48it/s]
Epoch 0: |          | 8234/? [55:15<00:00,  2.48it/s]
Epoch 0: |          | 8235/? [55:15<00:00,  2.48it/s]
Epoch 0: |          | 8235/? [55:15<00:00,  2.48it/s]
Epoch 0: |          | 8236/? [55:16<00:00,  2.48it/s]
Epoch 0: |          | 8236/? [55:16<00:00,  2.48it/s]
Epoch 0: |          | 8237/? [55:16<00:00,  2.48it/s]
Epoch 0: |          | 8237/? [55:16<00:00,  2.48it/s]
Epoch 0: |          | 8238/? [55:16<00:00,  2.48it/s]
Epoch 0: |          | 8238/? [55:16<00:00,  2.48it/s]
Epoch 0: |          | 8239/? [55:16<00:00,  2.48it/s]
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Epoch 0: |          | 8240/? [55:17<00:00,  2.48it/s]
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Epoch 0: |          | 8241/? [55:17<00:00,  2.48it/s]
Epoch 0: |          | 8241/? [55:17<00:00,  2.48it/s]
Epoch 0: |          | 8242/? [55:17<00:00,  2.48it/s]
Epoch 0: |          | 8242/? [55:17<00:00,  2.48it/s]
Epoch 0: |          | 8243/? [55:18<00:00,  2.48it/s]
Epoch 0: |          | 8243/? [55:18<00:00,  2.48it/s]
Epoch 0: |          | 8244/? [55:18<00:00,  2.48it/s]
Epoch 0: |          | 8244/? [55:18<00:00,  2.48it/s]
Epoch 0: |          | 8245/? [55:18<00:00,  2.48it/s]
Epoch 0: |          | 8245/? [55:18<00:00,  2.48it/s]
Epoch 0: |          | 8246/? [55:18<00:00,  2.48it/s]
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Epoch 0: |          | 8247/? [55:19<00:00,  2.48it/s]
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Epoch 0: |          | 8248/? [55:19<00:00,  2.48it/s]
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Epoch 0: |          | 8249/? [55:19<00:00,  2.48it/s]
Epoch 0: |          | 8249/? [55:19<00:00,  2.48it/s]
Epoch 0: |          | 8250/? [55:20<00:00,  2.48it/s]
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Epoch 0: |          | 8251/? [55:20<00:00,  2.49it/s]
Epoch 0: |          | 8251/? [55:20<00:00,  2.49it/s]
Epoch 0: |          | 8252/? [55:20<00:00,  2.49it/s]
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Epoch 0: |          | 8253/? [55:20<00:00,  2.49it/s]
Epoch 0: |          | 8253/? [55:20<00:00,  2.49it/s]
Epoch 0: |          | 8254/? [55:21<00:00,  2.49it/s]
Epoch 0: |          | 8254/? [55:21<00:00,  2.49it/s]
Epoch 0: |          | 8255/? [55:21<00:00,  2.49it/s]
Epoch 0: |          | 8255/? [55:21<00:00,  2.49it/s]
Epoch 0: |          | 8256/? [55:21<00:00,  2.49it/s]
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Epoch 0: |          | 8257/? [55:21<00:00,  2.49it/s]
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Epoch 0: |          | 8258/? [55:22<00:00,  2.49it/s]
Epoch 0: |          | 8258/? [55:22<00:00,  2.49it/s]
Epoch 0: |          | 8259/? [55:22<00:00,  2.49it/s]
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Epoch 0: |          | 8260/? [55:22<00:00,  2.49it/s]
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Epoch 0: |          | 8261/? [55:22<00:00,  2.49it/s]
Epoch 0: |          | 8261/? [55:22<00:00,  2.49it/s]
Epoch 0: |          | 8262/? [55:23<00:00,  2.49it/s]
Epoch 0: |          | 8262/? [55:23<00:00,  2.49it/s]
Epoch 0: |          | 8263/? [55:23<00:00,  2.49it/s]
Epoch 0: |          | 8263/? [55:23<00:00,  2.49it/s]
Epoch 0: |          | 8264/? [55:23<00:00,  2.49it/s]
Epoch 0: |          | 8264/? [55:23<00:00,  2.49it/s]
Epoch 0: |          | 8265/? [55:24<00:00,  2.49it/s]
Epoch 0: |          | 8265/? [55:24<00:00,  2.49it/s]
Epoch 0: |          | 8266/? [55:24<00:00,  2.49it/s]
Epoch 0: |          | 8266/? [55:24<00:00,  2.49it/s]
Epoch 0: |          | 8267/? [55:24<00:00,  2.49it/s]
Epoch 0: |          | 8267/? [55:24<00:00,  2.49it/s]
Epoch 0: |          | 8268/? [55:24<00:00,  2.49it/s]
Epoch 0: |          | 8268/? [55:24<00:00,  2.49it/s]
Epoch 0: |          | 8269/? [55:25<00:00,  2.49it/s]
Epoch 0: |          | 8269/? [55:25<00:00,  2.49it/s]
Epoch 0: |          | 8270/? [55:25<00:00,  2.49it/s]
Epoch 0: |          | 8270/? [55:25<00:00,  2.49it/s]
Epoch 0: |          | 8271/? [55:25<00:00,  2.49it/s]
Epoch 0: |          | 8271/? [55:25<00:00,  2.49it/s]
Epoch 0: |          | 8272/? [55:25<00:00,  2.49it/s]
Epoch 0: |          | 8272/? [55:25<00:00,  2.49it/s]
Epoch 0: |          | 8273/? [55:26<00:00,  2.49it/s]
Epoch 0: |          | 8273/? [55:26<00:00,  2.49it/s]
Epoch 0: |          | 8274/? [55:26<00:00,  2.49it/s]
Epoch 0: |          | 8274/? [55:26<00:00,  2.49it/s]
Epoch 0: |          | 8275/? [55:26<00:00,  2.49it/s]
Epoch 0: |          | 8275/? [55:26<00:00,  2.49it/s]
Epoch 0: |          | 8276/? [55:27<00:00,  2.49it/s]
Epoch 0: |          | 8276/? [55:27<00:00,  2.49it/s]
Epoch 0: |          | 8277/? [55:27<00:00,  2.49it/s]
Epoch 0: |          | 8277/? [55:27<00:00,  2.49it/s]
Epoch 0: |          | 8278/? [55:27<00:00,  2.49it/s]
Epoch 0: |          | 8278/? [55:27<00:00,  2.49it/s]
Epoch 0: |          | 8279/? [55:27<00:00,  2.49it/s]
Epoch 0: |          | 8279/? [55:27<00:00,  2.49it/s]
Epoch 0: |          | 8280/? [55:28<00:00,  2.49it/s]
Epoch 0: |          | 8280/? [55:28<00:00,  2.49it/s]
Epoch 0: |          | 8281/? [55:28<00:00,  2.49it/s]
Epoch 0: |          | 8281/? [55:28<00:00,  2.49it/s]
Epoch 0: |          | 8282/? [55:28<00:00,  2.49it/s]
Epoch 0: |          | 8282/? [55:28<00:00,  2.49it/s]
Epoch 0: |          | 8283/? [55:29<00:00,  2.49it/s]
Epoch 0: |          | 8283/? [55:29<00:00,  2.49it/s]
Epoch 0: |          | 8284/? [55:29<00:00,  2.49it/s]
Epoch 0: |          | 8284/? [55:29<00:00,  2.49it/s]
Epoch 0: |          | 8285/? [55:29<00:00,  2.49it/s]
Epoch 0: |          | 8285/? [55:29<00:00,  2.49it/s]
Epoch 0: |          | 8286/? [55:29<00:00,  2.49it/s]
Epoch 0: |          | 8286/? [55:29<00:00,  2.49it/s]
Epoch 0: |          | 8287/? [55:30<00:00,  2.49it/s]
Epoch 0: |          | 8287/? [55:30<00:00,  2.49it/s]
Epoch 0: |          | 8288/? [55:30<00:00,  2.49it/s]
Epoch 0: |          | 8288/? [55:30<00:00,  2.49it/s]
Epoch 0: |          | 8289/? [55:30<00:00,  2.49it/s]
Epoch 0: |          | 8289/? [55:30<00:00,  2.49it/s]
Epoch 0: |          | 8290/? [55:30<00:00,  2.49it/s]
Epoch 0: |          | 8290/? [55:30<00:00,  2.49it/s]
Epoch 0: |          | 8291/? [55:31<00:00,  2.49it/s]
Epoch 0: |          | 8291/? [55:31<00:00,  2.49it/s]
Epoch 0: |          | 8292/? [55:31<00:00,  2.49it/s]
Epoch 0: |          | 8292/? [55:31<00:00,  2.49it/s]
Epoch 0: |          | 8293/? [55:31<00:00,  2.49it/s]
Epoch 0: |          | 8293/? [55:31<00:00,  2.49it/s]
Epoch 0: |          | 8294/? [55:32<00:00,  2.49it/s]
Epoch 0: |          | 8294/? [55:32<00:00,  2.49it/s]
Epoch 0: |          | 8295/? [55:32<00:00,  2.49it/s]
Epoch 0: |          | 8295/? [55:32<00:00,  2.49it/s]
Epoch 0: |          | 8296/? [55:32<00:00,  2.49it/s]
Epoch 0: |          | 8296/? [55:32<00:00,  2.49it/s]
Epoch 0: |          | 8297/? [55:32<00:00,  2.49it/s]
Epoch 0: |          | 8297/? [55:32<00:00,  2.49it/s]
Epoch 0: |          | 8298/? [55:33<00:00,  2.49it/s]
Epoch 0: |          | 8298/? [55:33<00:00,  2.49it/s]
Epoch 0: |          | 8299/? [55:33<00:00,  2.49it/s]
Epoch 0: |          | 8299/? [55:33<00:00,  2.49it/s]
Epoch 0: |          | 8300/? [55:33<00:00,  2.49it/s]
Epoch 0: |          | 8300/? [55:33<00:00,  2.49it/s]
Epoch 0: |          | 8301/? [55:33<00:00,  2.49it/s]
Epoch 0: |          | 8301/? [55:33<00:00,  2.49it/s]
Epoch 0: |          | 8302/? [55:34<00:00,  2.49it/s]
Epoch 0: |          | 8302/? [55:34<00:00,  2.49it/s]
Epoch 0: |          | 8303/? [55:34<00:00,  2.49it/s]
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Epoch 0: |          | 8310/? [55:36<00:00,  2.49it/s]
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Epoch 0: |          | 8311/? [55:36<00:00,  2.49it/s]
Epoch 0: |          | 8311/? [55:36<00:00,  2.49it/s]
Epoch 0: |          | 8312/? [55:36<00:00,  2.49it/s]
Epoch 0: |          | 8312/? [55:36<00:00,  2.49it/s]
Epoch 0: |          | 8313/? [55:37<00:00,  2.49it/s]
Epoch 0: |          | 8313/? [55:37<00:00,  2.49it/s]
Epoch 0: |          | 8314/? [55:37<00:00,  2.49it/s]
Epoch 0: |          | 8314/? [55:37<00:00,  2.49it/s]
Epoch 0: |          | 8315/? [55:37<00:00,  2.49it/s]
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Epoch 0: |          | 8316/? [55:38<00:00,  2.49it/s]
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Epoch 0: |          | 8317/? [55:38<00:00,  2.49it/s]
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Epoch 0: |          | 8318/? [55:38<00:00,  2.49it/s]
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Epoch 0: |          | 8319/? [55:38<00:00,  2.49it/s]
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Epoch 0: |          | 8320/? [55:39<00:00,  2.49it/s]
Epoch 0: |          | 8320/? [55:39<00:00,  2.49it/s]
Epoch 0: |          | 8321/? [55:39<00:00,  2.49it/s]
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Epoch 0: |          | 8322/? [55:39<00:00,  2.49it/s]
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Epoch 0: |          | 8323/? [55:40<00:00,  2.49it/s]
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Epoch 0: |          | 8325/? [55:40<00:00,  2.49it/s]
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Epoch 0: |          | 8326/? [55:40<00:00,  2.49it/s]
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Epoch 0: |          | 8327/? [55:41<00:00,  2.49it/s]
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Epoch 0: |          | 8328/? [55:41<00:00,  2.49it/s]
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Epoch 0: |          | 8329/? [55:41<00:00,  2.49it/s]
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Epoch 0: |          | 8330/? [55:41<00:00,  2.49it/s]
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Epoch 0: |          | 8331/? [55:42<00:00,  2.49it/s]
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Epoch 0: |          | 8332/? [55:42<00:00,  2.49it/s]
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Epoch 0: |          | 8333/? [55:42<00:00,  2.49it/s]
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Epoch 0: |          | 8340/? [55:44<00:00,  2.49it/s]
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Epoch 0: |          | 8350/? [55:47<00:00,  2.49it/s]
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Epoch 0: |          | 8351/? [55:47<00:00,  2.49it/s]
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Epoch 0: |          | 8352/? [55:48<00:00,  2.49it/s]
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Epoch 0: |          | 8360/? [55:50<00:00,  2.50it/s]
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Epoch 0: |          | 8361/? [55:50<00:00,  2.50it/s]
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Epoch 0: |          | 8364/? [55:51<00:00,  2.50it/s]
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Epoch 0: |          | 8365/? [55:51<00:00,  2.50it/s]
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Epoch 0: |          | 8366/? [55:52<00:00,  2.50it/s]
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Epoch 0: |          | 8367/? [55:52<00:00,  2.50it/s]
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Epoch 0: |          | 8368/? [55:52<00:00,  2.50it/s]
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Epoch 0: |          | 8369/? [55:52<00:00,  2.50it/s]
Epoch 0: |          | 8369/? [55:52<00:00,  2.50it/s]
Epoch 0: |          | 8370/? [55:53<00:00,  2.50it/s]
Epoch 0: |          | 8370/? [55:53<00:00,  2.50it/s]
Epoch 0: |          | 8371/? [55:53<00:00,  2.50it/s]
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Epoch 0: |          | 8372/? [55:53<00:00,  2.50it/s]
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Epoch 0: |          | 8373/? [55:53<00:00,  2.50it/s]
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Epoch 0: |          | 8374/? [55:54<00:00,  2.50it/s]
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Epoch 0: |          | 8375/? [55:54<00:00,  2.50it/s]
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Epoch 0: |          | 8380/? [55:55<00:00,  2.50it/s]
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Epoch 0: |          | 8381/? [55:56<00:00,  2.50it/s]
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Epoch 0: |          | 8382/? [55:56<00:00,  2.50it/s]
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Epoch 0: |          | 8384/? [55:56<00:00,  2.50it/s]
Epoch 0: |          | 8384/? [55:56<00:00,  2.50it/s]
Epoch 0: |          | 8385/? [55:57<00:00,  2.50it/s]
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Epoch 0: |          | 8387/? [55:57<00:00,  2.50it/s]
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Epoch 0: |          | 8391/? [55:58<00:00,  2.50it/s]
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Epoch 0: |          | 8392/? [55:59<00:00,  2.50it/s]
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Epoch 0: |          | 8393/? [55:59<00:00,  2.50it/s]
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Epoch 0: |          | 8398/? [56:00<00:00,  2.50it/s]
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Epoch 0: |          | 8399/? [56:01<00:00,  2.50it/s]
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Epoch 0: |          | 8400/? [56:01<00:00,  2.50it/s]
Epoch 0: |          | 8400/? [56:01<00:00,  2.50it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.98it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.09it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.78it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.74it/s]

Epoch 0: |          | 8400/? [56:01<00:00,  2.50it/s]
Epoch 0: |          | 8401/? [56:01<00:00,  2.50it/s]
Epoch 0: |          | 8401/? [56:01<00:00,  2.50it/s]
Epoch 0: |          | 8402/? [56:02<00:00,  2.50it/s]
Epoch 0: |          | 8402/? [56:02<00:00,  2.50it/s]
Epoch 0: |          | 8403/? [56:02<00:00,  2.50it/s]
Epoch 0: |          | 8403/? [56:02<00:00,  2.50it/s]
Epoch 0: |          | 8404/? [56:02<00:00,  2.50it/s]
Epoch 0: |          | 8404/? [56:02<00:00,  2.50it/s]
Epoch 0: |          | 8405/? [56:03<00:00,  2.50it/s]
Epoch 0: |          | 8405/? [56:03<00:00,  2.50it/s]
Epoch 0: |          | 8406/? [56:03<00:00,  2.50it/s]
Epoch 0: |          | 8406/? [56:03<00:00,  2.50it/s]
Epoch 0: |          | 8407/? [56:03<00:00,  2.50it/s]
Epoch 0: |          | 8407/? [56:03<00:00,  2.50it/s]
Epoch 0: |          | 8408/? [56:03<00:00,  2.50it/s]
Epoch 0: |          | 8408/? [56:03<00:00,  2.50it/s]
Epoch 0: |          | 8409/? [56:04<00:00,  2.50it/s]
Epoch 0: |          | 8409/? [56:04<00:00,  2.50it/s]
Epoch 0: |          | 8410/? [56:04<00:00,  2.50it/s]
Epoch 0: |          | 8410/? [56:04<00:00,  2.50it/s]
Epoch 0: |          | 8411/? [56:04<00:00,  2.50it/s]
Epoch 0: |          | 8411/? [56:04<00:00,  2.50it/s]
Epoch 0: |          | 8412/? [56:05<00:00,  2.50it/s]
Epoch 0: |          | 8412/? [56:05<00:00,  2.50it/s]
Epoch 0: |          | 8413/? [56:05<00:00,  2.50it/s]
Epoch 0: |          | 8413/? [56:05<00:00,  2.50it/s]
Epoch 0: |          | 8414/? [56:05<00:00,  2.50it/s]
Epoch 0: |          | 8414/? [56:05<00:00,  2.50it/s]
Epoch 0: |          | 8415/? [56:05<00:00,  2.50it/s]
Epoch 0: |          | 8415/? [56:05<00:00,  2.50it/s]
Epoch 0: |          | 8416/? [56:06<00:00,  2.50it/s]
Epoch 0: |          | 8416/? [56:06<00:00,  2.50it/s]
Epoch 0: |          | 8417/? [56:06<00:00,  2.50it/s]
Epoch 0: |          | 8417/? [56:06<00:00,  2.50it/s]
Epoch 0: |          | 8418/? [56:06<00:00,  2.50it/s]
Epoch 0: |          | 8418/? [56:06<00:00,  2.50it/s]
Epoch 0: |          | 8419/? [56:06<00:00,  2.50it/s]
Epoch 0: |          | 8419/? [56:06<00:00,  2.50it/s]
Epoch 0: |          | 8420/? [56:07<00:00,  2.50it/s]
Epoch 0: |          | 8420/? [56:07<00:00,  2.50it/s]
Epoch 0: |          | 8421/? [56:07<00:00,  2.50it/s]
Epoch 0: |          | 8421/? [56:07<00:00,  2.50it/s]
Epoch 0: |          | 8422/? [56:07<00:00,  2.50it/s]
Epoch 0: |          | 8422/? [56:07<00:00,  2.50it/s]
Epoch 0: |          | 8423/? [56:08<00:00,  2.50it/s]
Epoch 0: |          | 8423/? [56:08<00:00,  2.50it/s]
Epoch 0: |          | 8424/? [56:08<00:00,  2.50it/s]
Epoch 0: |          | 8424/? [56:08<00:00,  2.50it/s]
Epoch 0: |          | 8425/? [56:08<00:00,  2.50it/s]
Epoch 0: |          | 8425/? [56:08<00:00,  2.50it/s]
Epoch 0: |          | 8426/? [56:08<00:00,  2.50it/s]
Epoch 0: |          | 8426/? [56:08<00:00,  2.50it/s]
Epoch 0: |          | 8427/? [56:09<00:00,  2.50it/s]
Epoch 0: |          | 8427/? [56:09<00:00,  2.50it/s]
Epoch 0: |          | 8428/? [56:09<00:00,  2.50it/s]
Epoch 0: |          | 8428/? [56:09<00:00,  2.50it/s]
Epoch 0: |          | 8429/? [56:09<00:00,  2.50it/s]
Epoch 0: |          | 8429/? [56:09<00:00,  2.50it/s]
Epoch 0: |          | 8430/? [56:09<00:00,  2.50it/s]
Epoch 0: |          | 8430/? [56:09<00:00,  2.50it/s]
Epoch 0: |          | 8431/? [56:10<00:00,  2.50it/s]
Epoch 0: |          | 8431/? [56:10<00:00,  2.50it/s]
Epoch 0: |          | 8432/? [56:10<00:00,  2.50it/s]
Epoch 0: |          | 8432/? [56:10<00:00,  2.50it/s]
Epoch 0: |          | 8433/? [56:10<00:00,  2.50it/s]
Epoch 0: |          | 8433/? [56:10<00:00,  2.50it/s]
Epoch 0: |          | 8434/? [56:11<00:00,  2.50it/s]
Epoch 0: |          | 8434/? [56:11<00:00,  2.50it/s]
Epoch 0: |          | 8435/? [56:11<00:00,  2.50it/s]
Epoch 0: |          | 8435/? [56:11<00:00,  2.50it/s]
Epoch 0: |          | 8436/? [56:11<00:00,  2.50it/s]
Epoch 0: |          | 8436/? [56:11<00:00,  2.50it/s]
Epoch 0: |          | 8437/? [56:11<00:00,  2.50it/s]
Epoch 0: |          | 8437/? [56:11<00:00,  2.50it/s]
Epoch 0: |          | 8438/? [56:12<00:00,  2.50it/s]
Epoch 0: |          | 8438/? [56:12<00:00,  2.50it/s]
Epoch 0: |          | 8439/? [56:12<00:00,  2.50it/s]
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Epoch 0: |          | 8458/? [56:17<00:00,  2.50it/s]
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Epoch 0: |          | 8459/? [56:17<00:00,  2.50it/s]
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Epoch 0: |          | 8461/? [56:18<00:00,  2.50it/s]
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Epoch 0: |          | 8462/? [56:18<00:00,  2.50it/s]
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Epoch 0: |          | 8463/? [56:19<00:00,  2.50it/s]
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Epoch 0: |          | 8465/? [56:19<00:00,  2.50it/s]
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Epoch 0: |          | 8468/? [56:20<00:00,  2.51it/s]
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Epoch 0: |          | 8469/? [56:20<00:00,  2.51it/s]
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Epoch 0: |          | 8470/? [56:20<00:00,  2.51it/s]
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Epoch 0: |          | 8471/? [56:21<00:00,  2.51it/s]
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Epoch 0: |          | 8472/? [56:21<00:00,  2.51it/s]
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Epoch 0: |          | 8473/? [56:21<00:00,  2.51it/s]
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Epoch 0: |          | 8474/? [56:22<00:00,  2.51it/s]
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Epoch 0: |          | 8476/? [56:22<00:00,  2.51it/s]
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Epoch 0: |          | 8477/? [56:22<00:00,  2.51it/s]
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Epoch 0: |          | 8478/? [56:23<00:00,  2.51it/s]
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Epoch 0: |          | 8479/? [56:23<00:00,  2.51it/s]
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Epoch 0: |          | 8480/? [56:23<00:00,  2.51it/s]
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Epoch 0: |          | 8481/? [56:23<00:00,  2.51it/s]
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Epoch 0: |          | 8482/? [56:24<00:00,  2.51it/s]
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Epoch 0: |          | 8483/? [56:24<00:00,  2.51it/s]
Epoch 0: |          | 8483/? [56:24<00:00,  2.51it/s]
Epoch 0: |          | 8484/? [56:24<00:00,  2.51it/s]
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Epoch 0: |          | 8485/? [56:25<00:00,  2.51it/s]
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Epoch 0: |          | 8486/? [56:25<00:00,  2.51it/s]
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Epoch 0: |          | 8487/? [56:25<00:00,  2.51it/s]
Epoch 0: |          | 8487/? [56:25<00:00,  2.51it/s]
Epoch 0: |          | 8488/? [56:25<00:00,  2.51it/s]
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Epoch 0: |          | 8489/? [56:26<00:00,  2.51it/s]
Epoch 0: |          | 8489/? [56:26<00:00,  2.51it/s]
Epoch 0: |          | 8490/? [56:26<00:00,  2.51it/s]
Epoch 0: |          | 8490/? [56:26<00:00,  2.51it/s]
Epoch 0: |          | 8491/? [56:26<00:00,  2.51it/s]
Epoch 0: |          | 8491/? [56:26<00:00,  2.51it/s]
Epoch 0: |          | 8492/? [56:26<00:00,  2.51it/s]
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Epoch 0: |          | 8493/? [56:27<00:00,  2.51it/s]
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Epoch 0: |          | 8494/? [56:27<00:00,  2.51it/s]
Epoch 0: |          | 8494/? [56:27<00:00,  2.51it/s]
Epoch 0: |          | 8495/? [56:27<00:00,  2.51it/s]
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Epoch 0: |          | 8496/? [56:28<00:00,  2.51it/s]
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Epoch 0: |          | 8497/? [56:28<00:00,  2.51it/s]
Epoch 0: |          | 8497/? [56:28<00:00,  2.51it/s]
Epoch 0: |          | 8498/? [56:28<00:00,  2.51it/s]
Epoch 0: |          | 8498/? [56:28<00:00,  2.51it/s]
Epoch 0: |          | 8499/? [56:28<00:00,  2.51it/s]
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Epoch 0: |          | 8500/? [56:29<00:00,  2.51it/s]
Epoch 0: |          | 8500/? [56:29<00:00,  2.51it/s]
Epoch 0: |          | 8501/? [56:29<00:00,  2.51it/s]
Epoch 0: |          | 8501/? [56:29<00:00,  2.51it/s]
Epoch 0: |          | 8502/? [56:29<00:00,  2.51it/s]
Epoch 0: |          | 8502/? [56:29<00:00,  2.51it/s]
Epoch 0: |          | 8503/? [56:29<00:00,  2.51it/s]
Epoch 0: |          | 8503/? [56:29<00:00,  2.51it/s]
Epoch 0: |          | 8504/? [56:30<00:00,  2.51it/s]
Epoch 0: |          | 8504/? [56:30<00:00,  2.51it/s]
Epoch 0: |          | 8505/? [56:30<00:00,  2.51it/s]
Epoch 0: |          | 8505/? [56:30<00:00,  2.51it/s]
Epoch 0: |          | 8506/? [56:30<00:00,  2.51it/s]
Epoch 0: |          | 8506/? [56:30<00:00,  2.51it/s]
Epoch 0: |          | 8507/? [56:31<00:00,  2.51it/s]
Epoch 0: |          | 8507/? [56:31<00:00,  2.51it/s]
Epoch 0: |          | 8508/? [56:31<00:00,  2.51it/s]
Epoch 0: |          | 8508/? [56:31<00:00,  2.51it/s]
Epoch 0: |          | 8509/? [56:31<00:00,  2.51it/s]
Epoch 0: |          | 8509/? [56:31<00:00,  2.51it/s]
Epoch 0: |          | 8510/? [56:31<00:00,  2.51it/s]
Epoch 0: |          | 8510/? [56:31<00:00,  2.51it/s]
Epoch 0: |          | 8511/? [56:32<00:00,  2.51it/s]
Epoch 0: |          | 8511/? [56:32<00:00,  2.51it/s]
Epoch 0: |          | 8512/? [56:32<00:00,  2.51it/s]
Epoch 0: |          | 8512/? [56:32<00:00,  2.51it/s]
Epoch 0: |          | 8513/? [56:32<00:00,  2.51it/s]
Epoch 0: |          | 8513/? [56:32<00:00,  2.51it/s]
Epoch 0: |          | 8514/? [56:32<00:00,  2.51it/s]
Epoch 0: |          | 8514/? [56:32<00:00,  2.51it/s]
Epoch 0: |          | 8515/? [56:33<00:00,  2.51it/s]
Epoch 0: |          | 8515/? [56:33<00:00,  2.51it/s]
Epoch 0: |          | 8516/? [56:33<00:00,  2.51it/s]
Epoch 0: |          | 8516/? [56:33<00:00,  2.51it/s]
Epoch 0: |          | 8517/? [56:33<00:00,  2.51it/s]
Epoch 0: |          | 8517/? [56:33<00:00,  2.51it/s]
Epoch 0: |          | 8518/? [56:34<00:00,  2.51it/s]
Epoch 0: |          | 8518/? [56:34<00:00,  2.51it/s]
Epoch 0: |          | 8519/? [56:34<00:00,  2.51it/s]
Epoch 0: |          | 8519/? [56:34<00:00,  2.51it/s]
Epoch 0: |          | 8520/? [56:34<00:00,  2.51it/s]
Epoch 0: |          | 8520/? [56:34<00:00,  2.51it/s]
Epoch 0: |          | 8521/? [56:34<00:00,  2.51it/s]
Epoch 0: |          | 8521/? [56:34<00:00,  2.51it/s]
Epoch 0: |          | 8522/? [56:35<00:00,  2.51it/s]
Epoch 0: |          | 8522/? [56:35<00:00,  2.51it/s]
Epoch 0: |          | 8523/? [56:35<00:00,  2.51it/s]
Epoch 0: |          | 8523/? [56:35<00:00,  2.51it/s]
Epoch 0: |          | 8524/? [56:35<00:00,  2.51it/s]
Epoch 0: |          | 8524/? [56:35<00:00,  2.51it/s]
Epoch 0: |          | 8525/? [56:35<00:00,  2.51it/s]
Epoch 0: |          | 8525/? [56:35<00:00,  2.51it/s]
Epoch 0: |          | 8526/? [56:36<00:00,  2.51it/s]
Epoch 0: |          | 8526/? [56:36<00:00,  2.51it/s]
Epoch 0: |          | 8527/? [56:36<00:00,  2.51it/s]
Epoch 0: |          | 8527/? [56:36<00:00,  2.51it/s]
Epoch 0: |          | 8528/? [56:36<00:00,  2.51it/s]
Epoch 0: |          | 8528/? [56:36<00:00,  2.51it/s]
Epoch 0: |          | 8529/? [56:37<00:00,  2.51it/s]
Epoch 0: |          | 8529/? [56:37<00:00,  2.51it/s]
Epoch 0: |          | 8530/? [56:37<00:00,  2.51it/s]
Epoch 0: |          | 8530/? [56:37<00:00,  2.51it/s]
Epoch 0: |          | 8531/? [56:37<00:00,  2.51it/s]
Epoch 0: |          | 8531/? [56:37<00:00,  2.51it/s]
Epoch 0: |          | 8532/? [56:37<00:00,  2.51it/s]
Epoch 0: |          | 8532/? [56:37<00:00,  2.51it/s]
Epoch 0: |          | 8533/? [56:38<00:00,  2.51it/s]
Epoch 0: |          | 8533/? [56:38<00:00,  2.51it/s]
Epoch 0: |          | 8534/? [56:38<00:00,  2.51it/s]
Epoch 0: |          | 8534/? [56:38<00:00,  2.51it/s]
Epoch 0: |          | 8535/? [56:38<00:00,  2.51it/s]
Epoch 0: |          | 8535/? [56:38<00:00,  2.51it/s]
Epoch 0: |          | 8536/? [56:38<00:00,  2.51it/s]
Epoch 0: |          | 8536/? [56:38<00:00,  2.51it/s]
Epoch 0: |          | 8537/? [56:39<00:00,  2.51it/s]
Epoch 0: |          | 8537/? [56:39<00:00,  2.51it/s]
Epoch 0: |          | 8538/? [56:39<00:00,  2.51it/s]
Epoch 0: |          | 8538/? [56:39<00:00,  2.51it/s]
Epoch 0: |          | 8539/? [56:39<00:00,  2.51it/s]
Epoch 0: |          | 8539/? [56:39<00:00,  2.51it/s]
Epoch 0: |          | 8540/? [56:40<00:00,  2.51it/s]
Epoch 0: |          | 8540/? [56:40<00:00,  2.51it/s]
Epoch 0: |          | 8541/? [56:40<00:00,  2.51it/s]
Epoch 0: |          | 8541/? [56:40<00:00,  2.51it/s]
Epoch 0: |          | 8542/? [56:40<00:00,  2.51it/s]
Epoch 0: |          | 8542/? [56:40<00:00,  2.51it/s]
Epoch 0: |          | 8543/? [56:40<00:00,  2.51it/s]
Epoch 0: |          | 8543/? [56:40<00:00,  2.51it/s]
Epoch 0: |          | 8544/? [56:41<00:00,  2.51it/s]
Epoch 0: |          | 8544/? [56:41<00:00,  2.51it/s]
Epoch 0: |          | 8545/? [56:41<00:00,  2.51it/s]
Epoch 0: |          | 8545/? [56:41<00:00,  2.51it/s]
Epoch 0: |          | 8546/? [56:41<00:00,  2.51it/s]
Epoch 0: |          | 8546/? [56:41<00:00,  2.51it/s]
Epoch 0: |          | 8547/? [56:41<00:00,  2.51it/s]
Epoch 0: |          | 8547/? [56:41<00:00,  2.51it/s]
Epoch 0: |          | 8548/? [56:42<00:00,  2.51it/s]
Epoch 0: |          | 8548/? [56:42<00:00,  2.51it/s]
Epoch 0: |          | 8549/? [56:42<00:00,  2.51it/s]
Epoch 0: |          | 8549/? [56:42<00:00,  2.51it/s]
Epoch 0: |          | 8550/? [56:42<00:00,  2.51it/s]
Epoch 0: |          | 8550/? [56:42<00:00,  2.51it/s]
Epoch 0: |          | 8551/? [56:43<00:00,  2.51it/s]
Epoch 0: |          | 8551/? [56:43<00:00,  2.51it/s]
Epoch 0: |          | 8552/? [56:43<00:00,  2.51it/s]
Epoch 0: |          | 8552/? [56:43<00:00,  2.51it/s]
Epoch 0: |          | 8553/? [56:43<00:00,  2.51it/s]
Epoch 0: |          | 8553/? [56:43<00:00,  2.51it/s]
Epoch 0: |          | 8554/? [56:43<00:00,  2.51it/s]
Epoch 0: |          | 8554/? [56:43<00:00,  2.51it/s]
Epoch 0: |          | 8555/? [56:44<00:00,  2.51it/s]
Epoch 0: |          | 8555/? [56:44<00:00,  2.51it/s]
Epoch 0: |          | 8556/? [56:44<00:00,  2.51it/s]
Epoch 0: |          | 8556/? [56:44<00:00,  2.51it/s]
Epoch 0: |          | 8557/? [56:44<00:00,  2.51it/s]
Epoch 0: |          | 8557/? [56:44<00:00,  2.51it/s]
Epoch 0: |          | 8558/? [56:45<00:00,  2.51it/s]
Epoch 0: |          | 8558/? [56:45<00:00,  2.51it/s]
Epoch 0: |          | 8559/? [56:45<00:00,  2.51it/s]
Epoch 0: |          | 8559/? [56:45<00:00,  2.51it/s]
Epoch 0: |          | 8560/? [56:45<00:00,  2.51it/s]
Epoch 0: |          | 8560/? [56:45<00:00,  2.51it/s]
Epoch 0: |          | 8561/? [56:45<00:00,  2.51it/s]
Epoch 0: |          | 8561/? [56:45<00:00,  2.51it/s]
Epoch 0: |          | 8562/? [56:46<00:00,  2.51it/s]
Epoch 0: |          | 8562/? [56:46<00:00,  2.51it/s]
Epoch 0: |          | 8563/? [56:46<00:00,  2.51it/s]
Epoch 0: |          | 8563/? [56:46<00:00,  2.51it/s]
Epoch 0: |          | 8564/? [56:46<00:00,  2.51it/s]
Epoch 0: |          | 8564/? [56:46<00:00,  2.51it/s]
Epoch 0: |          | 8565/? [56:47<00:00,  2.51it/s]
Epoch 0: |          | 8565/? [56:47<00:00,  2.51it/s]
Epoch 0: |          | 8566/? [56:47<00:00,  2.51it/s]
Epoch 0: |          | 8566/? [56:47<00:00,  2.51it/s]
Epoch 0: |          | 8567/? [56:47<00:00,  2.51it/s]
Epoch 0: |          | 8567/? [56:47<00:00,  2.51it/s]
Epoch 0: |          | 8568/? [56:47<00:00,  2.51it/s]
Epoch 0: |          | 8568/? [56:47<00:00,  2.51it/s]
Epoch 0: |          | 8569/? [56:48<00:00,  2.51it/s]
Epoch 0: |          | 8569/? [56:48<00:00,  2.51it/s]
Epoch 0: |          | 8570/? [56:48<00:00,  2.51it/s]
Epoch 0: |          | 8570/? [56:48<00:00,  2.51it/s]
Epoch 0: |          | 8571/? [56:48<00:00,  2.51it/s]
Epoch 0: |          | 8571/? [56:48<00:00,  2.51it/s]
Epoch 0: |          | 8572/? [56:49<00:00,  2.51it/s]
Epoch 0: |          | 8572/? [56:49<00:00,  2.51it/s]
Epoch 0: |          | 8573/? [56:49<00:00,  2.51it/s]
Epoch 0: |          | 8573/? [56:49<00:00,  2.51it/s]
Epoch 0: |          | 8574/? [56:49<00:00,  2.51it/s]
Epoch 0: |          | 8574/? [56:49<00:00,  2.51it/s]
Epoch 0: |          | 8575/? [56:49<00:00,  2.51it/s]
Epoch 0: |          | 8575/? [56:49<00:00,  2.51it/s]
Epoch 0: |          | 8576/? [56:50<00:00,  2.51it/s]
Epoch 0: |          | 8576/? [56:50<00:00,  2.51it/s]
Epoch 0: |          | 8577/? [56:50<00:00,  2.51it/s]
Epoch 0: |          | 8577/? [56:50<00:00,  2.51it/s]
Epoch 0: |          | 8578/? [56:50<00:00,  2.51it/s]
Epoch 0: |          | 8578/? [56:50<00:00,  2.51it/s]
Epoch 0: |          | 8579/? [56:51<00:00,  2.52it/s]
Epoch 0: |          | 8579/? [56:51<00:00,  2.52it/s]
Epoch 0: |          | 8580/? [56:51<00:00,  2.52it/s]
Epoch 0: |          | 8580/? [56:51<00:00,  2.52it/s]
Epoch 0: |          | 8581/? [56:51<00:00,  2.52it/s]
Epoch 0: |          | 8581/? [56:51<00:00,  2.52it/s]
Epoch 0: |          | 8582/? [56:51<00:00,  2.52it/s]
Epoch 0: |          | 8582/? [56:51<00:00,  2.52it/s]
Epoch 0: |          | 8583/? [56:52<00:00,  2.52it/s]
Epoch 0: |          | 8583/? [56:52<00:00,  2.52it/s]
Epoch 0: |          | 8584/? [56:52<00:00,  2.52it/s]
Epoch 0: |          | 8584/? [56:52<00:00,  2.52it/s]
Epoch 0: |          | 8585/? [56:52<00:00,  2.52it/s]
Epoch 0: |          | 8585/? [56:52<00:00,  2.52it/s]
Epoch 0: |          | 8586/? [56:53<00:00,  2.52it/s]
Epoch 0: |          | 8586/? [56:53<00:00,  2.52it/s]
Epoch 0: |          | 8587/? [56:53<00:00,  2.52it/s]
Epoch 0: |          | 8587/? [56:53<00:00,  2.52it/s]
Epoch 0: |          | 8588/? [56:53<00:00,  2.52it/s]
Epoch 0: |          | 8588/? [56:53<00:00,  2.52it/s]
Epoch 0: |          | 8589/? [56:53<00:00,  2.52it/s]
Epoch 0: |          | 8589/? [56:53<00:00,  2.52it/s]
Epoch 0: |          | 8590/? [56:54<00:00,  2.52it/s]
Epoch 0: |          | 8590/? [56:54<00:00,  2.52it/s]
Epoch 0: |          | 8591/? [56:54<00:00,  2.52it/s]
Epoch 0: |          | 8591/? [56:54<00:00,  2.52it/s]
Epoch 0: |          | 8592/? [56:54<00:00,  2.52it/s]
Epoch 0: |          | 8592/? [56:54<00:00,  2.52it/s]
Epoch 0: |          | 8593/? [56:54<00:00,  2.52it/s]
Epoch 0: |          | 8593/? [56:54<00:00,  2.52it/s]
Epoch 0: |          | 8594/? [56:55<00:00,  2.52it/s]
Epoch 0: |          | 8594/? [56:55<00:00,  2.52it/s]
Epoch 0: |          | 8595/? [56:55<00:00,  2.52it/s]
Epoch 0: |          | 8595/? [56:55<00:00,  2.52it/s]
Epoch 0: |          | 8596/? [56:55<00:00,  2.52it/s]
Epoch 0: |          | 8596/? [56:55<00:00,  2.52it/s]
Epoch 0: |          | 8597/? [56:56<00:00,  2.52it/s]
Epoch 0: |          | 8597/? [56:56<00:00,  2.52it/s]
Epoch 0: |          | 8598/? [56:56<00:00,  2.52it/s]
Epoch 0: |          | 8598/? [56:56<00:00,  2.52it/s]
Epoch 0: |          | 8599/? [56:56<00:00,  2.52it/s]
Epoch 0: |          | 8599/? [56:56<00:00,  2.52it/s]
Epoch 0: |          | 8600/? [56:56<00:00,  2.52it/s]
Epoch 0: |          | 8600/? [56:56<00:00,  2.52it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.77it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.90it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.19it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.83it/s]

Epoch 0: |          | 8600/? [56:57<00:00,  2.52it/s]
Epoch 0: |          | 8601/? [56:57<00:00,  2.52it/s]
Epoch 0: |          | 8601/? [56:57<00:00,  2.52it/s]
Epoch 0: |          | 8602/? [56:57<00:00,  2.52it/s]
Epoch 0: |          | 8602/? [56:57<00:00,  2.52it/s]
Epoch 0: |          | 8603/? [56:58<00:00,  2.52it/s]
Epoch 0: |          | 8603/? [56:58<00:00,  2.52it/s]
Epoch 0: |          | 8604/? [56:58<00:00,  2.52it/s]
Epoch 0: |          | 8604/? [56:58<00:00,  2.52it/s]
Epoch 0: |          | 8605/? [56:58<00:00,  2.52it/s]
Epoch 0: |          | 8605/? [56:58<00:00,  2.52it/s]
Epoch 0: |          | 8606/? [56:58<00:00,  2.52it/s]
Epoch 0: |          | 8606/? [56:58<00:00,  2.52it/s]
Epoch 0: |          | 8607/? [56:59<00:00,  2.52it/s]
Epoch 0: |          | 8607/? [56:59<00:00,  2.52it/s]
Epoch 0: |          | 8608/? [56:59<00:00,  2.52it/s]
Epoch 0: |          | 8608/? [56:59<00:00,  2.52it/s]
Epoch 0: |          | 8609/? [56:59<00:00,  2.52it/s]
Epoch 0: |          | 8609/? [56:59<00:00,  2.52it/s]
Epoch 0: |          | 8610/? [56:59<00:00,  2.52it/s]
Epoch 0: |          | 8610/? [56:59<00:00,  2.52it/s]
Epoch 0: |          | 8611/? [57:00<00:00,  2.52it/s]
Epoch 0: |          | 8611/? [57:00<00:00,  2.52it/s]
Epoch 0: |          | 8612/? [57:00<00:00,  2.52it/s]
Epoch 0: |          | 8612/? [57:00<00:00,  2.52it/s]
Epoch 0: |          | 8613/? [57:00<00:00,  2.52it/s]
Epoch 0: |          | 8613/? [57:00<00:00,  2.52it/s]
Epoch 0: |          | 8614/? [57:01<00:00,  2.52it/s]
Epoch 0: |          | 8614/? [57:01<00:00,  2.52it/s]
Epoch 0: |          | 8615/? [57:01<00:00,  2.52it/s]
Epoch 0: |          | 8615/? [57:01<00:00,  2.52it/s]
Epoch 0: |          | 8616/? [57:01<00:00,  2.52it/s]
Epoch 0: |          | 8616/? [57:01<00:00,  2.52it/s]
Epoch 0: |          | 8617/? [57:01<00:00,  2.52it/s]
Epoch 0: |          | 8617/? [57:01<00:00,  2.52it/s]
Epoch 0: |          | 8618/? [57:02<00:00,  2.52it/s]
Epoch 0: |          | 8618/? [57:02<00:00,  2.52it/s]
Epoch 0: |          | 8619/? [57:02<00:00,  2.52it/s]
Epoch 0: |          | 8619/? [57:02<00:00,  2.52it/s]
Epoch 0: |          | 8620/? [57:02<00:00,  2.52it/s]
Epoch 0: |          | 8620/? [57:02<00:00,  2.52it/s]
Epoch 0: |          | 8621/? [57:02<00:00,  2.52it/s]
Epoch 0: |          | 8621/? [57:02<00:00,  2.52it/s]
Epoch 0: |          | 8622/? [57:03<00:00,  2.52it/s]
Epoch 0: |          | 8622/? [57:03<00:00,  2.52it/s]
Epoch 0: |          | 8623/? [57:03<00:00,  2.52it/s]
Epoch 0: |          | 8623/? [57:03<00:00,  2.52it/s]
Epoch 0: |          | 8624/? [57:03<00:00,  2.52it/s]
Epoch 0: |          | 8624/? [57:03<00:00,  2.52it/s]
Epoch 0: |          | 8625/? [57:04<00:00,  2.52it/s]
Epoch 0: |          | 8625/? [57:04<00:00,  2.52it/s]
Epoch 0: |          | 8626/? [57:04<00:00,  2.52it/s]
Epoch 0: |          | 8626/? [57:04<00:00,  2.52it/s]
Epoch 0: |          | 8627/? [57:04<00:00,  2.52it/s]
Epoch 0: |          | 8627/? [57:04<00:00,  2.52it/s]
Epoch 0: |          | 8628/? [57:04<00:00,  2.52it/s]
Epoch 0: |          | 8628/? [57:04<00:00,  2.52it/s]
Epoch 0: |          | 8629/? [57:05<00:00,  2.52it/s]
Epoch 0: |          | 8629/? [57:05<00:00,  2.52it/s]
Epoch 0: |          | 8630/? [57:05<00:00,  2.52it/s]
Epoch 0: |          | 8630/? [57:05<00:00,  2.52it/s]
Epoch 0: |          | 8631/? [57:05<00:00,  2.52it/s]
Epoch 0: |          | 8631/? [57:05<00:00,  2.52it/s]
Epoch 0: |          | 8632/? [57:05<00:00,  2.52it/s]
Epoch 0: |          | 8632/? [57:05<00:00,  2.52it/s]
Epoch 0: |          | 8633/? [57:06<00:00,  2.52it/s]
Epoch 0: |          | 8633/? [57:06<00:00,  2.52it/s]
Epoch 0: |          | 8634/? [57:06<00:00,  2.52it/s]
Epoch 0: |          | 8634/? [57:06<00:00,  2.52it/s]
Epoch 0: |          | 8635/? [57:06<00:00,  2.52it/s]
Epoch 0: |          | 8635/? [57:06<00:00,  2.52it/s]
Epoch 0: |          | 8636/? [57:07<00:00,  2.52it/s]
Epoch 0: |          | 8636/? [57:07<00:00,  2.52it/s]
Epoch 0: |          | 8637/? [57:07<00:00,  2.52it/s]
Epoch 0: |          | 8637/? [57:07<00:00,  2.52it/s]
Epoch 0: |          | 8638/? [57:07<00:00,  2.52it/s]
Epoch 0: |          | 8638/? [57:07<00:00,  2.52it/s]
Epoch 0: |          | 8639/? [57:07<00:00,  2.52it/s]
Epoch 0: |          | 8639/? [57:07<00:00,  2.52it/s]
Epoch 0: |          | 8640/? [57:08<00:00,  2.52it/s]
Epoch 0: |          | 8640/? [57:08<00:00,  2.52it/s]
Epoch 0: |          | 8641/? [57:08<00:00,  2.52it/s]
Epoch 0: |          | 8641/? [57:08<00:00,  2.52it/s]
Epoch 0: |          | 8642/? [57:08<00:00,  2.52it/s]
Epoch 0: |          | 8642/? [57:08<00:00,  2.52it/s]
Epoch 0: |          | 8643/? [57:09<00:00,  2.52it/s]
Epoch 0: |          | 8643/? [57:09<00:00,  2.52it/s]
Epoch 0: |          | 8644/? [57:09<00:00,  2.52it/s]
Epoch 0: |          | 8644/? [57:09<00:00,  2.52it/s]
Epoch 0: |          | 8645/? [57:09<00:00,  2.52it/s]
Epoch 0: |          | 8645/? [57:09<00:00,  2.52it/s]
Epoch 0: |          | 8646/? [57:09<00:00,  2.52it/s]
Epoch 0: |          | 8646/? [57:09<00:00,  2.52it/s]
Epoch 0: |          | 8647/? [57:10<00:00,  2.52it/s]
Epoch 0: |          | 8647/? [57:10<00:00,  2.52it/s]
Epoch 0: |          | 8648/? [57:10<00:00,  2.52it/s]
Epoch 0: |          | 8648/? [57:10<00:00,  2.52it/s]
Epoch 0: |          | 8649/? [57:10<00:00,  2.52it/s]
Epoch 0: |          | 8649/? [57:10<00:00,  2.52it/s]
Epoch 0: |          | 8650/? [57:11<00:00,  2.52it/s]
Epoch 0: |          | 8650/? [57:11<00:00,  2.52it/s]
Epoch 0: |          | 8651/? [57:11<00:00,  2.52it/s]
Epoch 0: |          | 8651/? [57:11<00:00,  2.52it/s]
Epoch 0: |          | 8652/? [57:11<00:00,  2.52it/s]
Epoch 0: |          | 8652/? [57:11<00:00,  2.52it/s]
Epoch 0: |          | 8653/? [57:11<00:00,  2.52it/s]
Epoch 0: |          | 8653/? [57:11<00:00,  2.52it/s]
Epoch 0: |          | 8654/? [57:12<00:00,  2.52it/s]
Epoch 0: |          | 8654/? [57:12<00:00,  2.52it/s]
Epoch 0: |          | 8655/? [57:12<00:00,  2.52it/s]
Epoch 0: |          | 8655/? [57:12<00:00,  2.52it/s]
Epoch 0: |          | 8656/? [57:12<00:00,  2.52it/s]
Epoch 0: |          | 8656/? [57:12<00:00,  2.52it/s]
Epoch 0: |          | 8657/? [57:12<00:00,  2.52it/s]
Epoch 0: |          | 8657/? [57:12<00:00,  2.52it/s]
Epoch 0: |          | 8658/? [57:13<00:00,  2.52it/s]
Epoch 0: |          | 8658/? [57:13<00:00,  2.52it/s]
Epoch 0: |          | 8659/? [57:13<00:00,  2.52it/s]
Epoch 0: |          | 8659/? [57:13<00:00,  2.52it/s]
Epoch 0: |          | 8660/? [57:13<00:00,  2.52it/s]
Epoch 0: |          | 8660/? [57:13<00:00,  2.52it/s]
Epoch 0: |          | 8661/? [57:14<00:00,  2.52it/s]
Epoch 0: |          | 8661/? [57:14<00:00,  2.52it/s]
Epoch 0: |          | 8662/? [57:14<00:00,  2.52it/s]
Epoch 0: |          | 8662/? [57:14<00:00,  2.52it/s]
Epoch 0: |          | 8663/? [57:14<00:00,  2.52it/s]
Epoch 0: |          | 8663/? [57:14<00:00,  2.52it/s]
Epoch 0: |          | 8664/? [57:14<00:00,  2.52it/s]
Epoch 0: |          | 8664/? [57:14<00:00,  2.52it/s]
Epoch 0: |          | 8665/? [57:15<00:00,  2.52it/s]
Epoch 0: |          | 8665/? [57:15<00:00,  2.52it/s]
Epoch 0: |          | 8666/? [57:15<00:00,  2.52it/s]
Epoch 0: |          | 8666/? [57:15<00:00,  2.52it/s]
Epoch 0: |          | 8667/? [57:15<00:00,  2.52it/s]
Epoch 0: |          | 8667/? [57:15<00:00,  2.52it/s]
Epoch 0: |          | 8668/? [57:15<00:00,  2.52it/s]
Epoch 0: |          | 8668/? [57:15<00:00,  2.52it/s]
Epoch 0: |          | 8669/? [57:16<00:00,  2.52it/s]
Epoch 0: |          | 8669/? [57:16<00:00,  2.52it/s]
Epoch 0: |          | 8670/? [57:16<00:00,  2.52it/s]
Epoch 0: |          | 8670/? [57:16<00:00,  2.52it/s]
Epoch 0: |          | 8671/? [57:16<00:00,  2.52it/s]
Epoch 0: |          | 8671/? [57:16<00:00,  2.52it/s]
Epoch 0: |          | 8672/? [57:17<00:00,  2.52it/s]
Epoch 0: |          | 8672/? [57:17<00:00,  2.52it/s]
Epoch 0: |          | 8673/? [57:17<00:00,  2.52it/s]
Epoch 0: |          | 8673/? [57:17<00:00,  2.52it/s]
Epoch 0: |          | 8674/? [57:17<00:00,  2.52it/s]
Epoch 0: |          | 8674/? [57:17<00:00,  2.52it/s]
Epoch 0: |          | 8675/? [57:17<00:00,  2.52it/s]
Epoch 0: |          | 8675/? [57:17<00:00,  2.52it/s]
Epoch 0: |          | 8676/? [57:18<00:00,  2.52it/s]
Epoch 0: |          | 8676/? [57:18<00:00,  2.52it/s]
Epoch 0: |          | 8677/? [57:18<00:00,  2.52it/s]
Epoch 0: |          | 8677/? [57:18<00:00,  2.52it/s]
Epoch 0: |          | 8678/? [57:18<00:00,  2.52it/s]
Epoch 0: |          | 8678/? [57:18<00:00,  2.52it/s]
Epoch 0: |          | 8679/? [57:18<00:00,  2.52it/s]
Epoch 0: |          | 8679/? [57:18<00:00,  2.52it/s]
Epoch 0: |          | 8680/? [57:19<00:00,  2.52it/s]
Epoch 0: |          | 8680/? [57:19<00:00,  2.52it/s]
Epoch 0: |          | 8681/? [57:19<00:00,  2.52it/s]
Epoch 0: |          | 8681/? [57:19<00:00,  2.52it/s]
Epoch 0: |          | 8682/? [57:19<00:00,  2.52it/s]
Epoch 0: |          | 8682/? [57:19<00:00,  2.52it/s]
Epoch 0: |          | 8683/? [57:20<00:00,  2.52it/s]
Epoch 0: |          | 8683/? [57:20<00:00,  2.52it/s]
Epoch 0: |          | 8684/? [57:20<00:00,  2.52it/s]
Epoch 0: |          | 8684/? [57:20<00:00,  2.52it/s]
Epoch 0: |          | 8685/? [57:20<00:00,  2.52it/s]
Epoch 0: |          | 8685/? [57:20<00:00,  2.52it/s]
Epoch 0: |          | 8686/? [57:20<00:00,  2.52it/s]
Epoch 0: |          | 8686/? [57:20<00:00,  2.52it/s]
Epoch 0: |          | 8687/? [57:21<00:00,  2.52it/s]
Epoch 0: |          | 8687/? [57:21<00:00,  2.52it/s]
Epoch 0: |          | 8688/? [57:21<00:00,  2.52it/s]
Epoch 0: |          | 8688/? [57:21<00:00,  2.52it/s]
Epoch 0: |          | 8689/? [57:21<00:00,  2.52it/s]
Epoch 0: |          | 8689/? [57:21<00:00,  2.52it/s]
Epoch 0: |          | 8690/? [57:22<00:00,  2.52it/s]
Epoch 0: |          | 8690/? [57:22<00:00,  2.52it/s]
Epoch 0: |          | 8691/? [57:22<00:00,  2.52it/s]
Epoch 0: |          | 8691/? [57:22<00:00,  2.52it/s]
Epoch 0: |          | 8692/? [57:22<00:00,  2.52it/s]
Epoch 0: |          | 8692/? [57:22<00:00,  2.52it/s]
Epoch 0: |          | 8693/? [57:22<00:00,  2.52it/s]
Epoch 0: |          | 8693/? [57:22<00:00,  2.52it/s]
Epoch 0: |          | 8694/? [57:23<00:00,  2.53it/s]
Epoch 0: |          | 8694/? [57:23<00:00,  2.53it/s]
Epoch 0: |          | 8695/? [57:23<00:00,  2.53it/s]
Epoch 0: |          | 8695/? [57:23<00:00,  2.53it/s]
Epoch 0: |          | 8696/? [57:23<00:00,  2.53it/s]
Epoch 0: |          | 8696/? [57:23<00:00,  2.53it/s]
Epoch 0: |          | 8697/? [57:23<00:00,  2.53it/s]
Epoch 0: |          | 8697/? [57:23<00:00,  2.53it/s]
Epoch 0: |          | 8698/? [57:24<00:00,  2.53it/s]
Epoch 0: |          | 8698/? [57:24<00:00,  2.53it/s]
Epoch 0: |          | 8699/? [57:24<00:00,  2.53it/s]
Epoch 0: |          | 8699/? [57:24<00:00,  2.53it/s]
Epoch 0: |          | 8700/? [57:24<00:00,  2.53it/s]
Epoch 0: |          | 8700/? [57:24<00:00,  2.53it/s]
Epoch 0: |          | 8701/? [57:25<00:00,  2.53it/s]
Epoch 0: |          | 8701/? [57:25<00:00,  2.53it/s]
Epoch 0: |          | 8702/? [57:25<00:00,  2.53it/s]
Epoch 0: |          | 8702/? [57:25<00:00,  2.53it/s]
Epoch 0: |          | 8703/? [57:25<00:00,  2.53it/s]
Epoch 0: |          | 8703/? [57:25<00:00,  2.53it/s]
Epoch 0: |          | 8704/? [57:25<00:00,  2.53it/s]
Epoch 0: |          | 8704/? [57:25<00:00,  2.53it/s]
Epoch 0: |          | 8705/? [57:26<00:00,  2.53it/s]
Epoch 0: |          | 8705/? [57:26<00:00,  2.53it/s]
Epoch 0: |          | 8706/? [57:26<00:00,  2.53it/s]
Epoch 0: |          | 8706/? [57:26<00:00,  2.53it/s]
Epoch 0: |          | 8707/? [57:26<00:00,  2.53it/s]
Epoch 0: |          | 8707/? [57:26<00:00,  2.53it/s]
Epoch 0: |          | 8708/? [57:26<00:00,  2.53it/s]
Epoch 0: |          | 8708/? [57:26<00:00,  2.53it/s]
Epoch 0: |          | 8709/? [57:27<00:00,  2.53it/s]
Epoch 0: |          | 8709/? [57:27<00:00,  2.53it/s]
Epoch 0: |          | 8710/? [57:27<00:00,  2.53it/s]
Epoch 0: |          | 8710/? [57:27<00:00,  2.53it/s]
Epoch 0: |          | 8711/? [57:27<00:00,  2.53it/s]
Epoch 0: |          | 8711/? [57:27<00:00,  2.53it/s]
Epoch 0: |          | 8712/? [57:28<00:00,  2.53it/s]
Epoch 0: |          | 8712/? [57:28<00:00,  2.53it/s]
Epoch 0: |          | 8713/? [57:28<00:00,  2.53it/s]
Epoch 0: |          | 8713/? [57:28<00:00,  2.53it/s]
Epoch 0: |          | 8714/? [57:28<00:00,  2.53it/s]
Epoch 0: |          | 8714/? [57:28<00:00,  2.53it/s]
Epoch 0: |          | 8715/? [57:28<00:00,  2.53it/s]
Epoch 0: |          | 8715/? [57:28<00:00,  2.53it/s]
Epoch 0: |          | 8716/? [57:29<00:00,  2.53it/s]
Epoch 0: |          | 8716/? [57:29<00:00,  2.53it/s]
Epoch 0: |          | 8717/? [57:29<00:00,  2.53it/s]
Epoch 0: |          | 8717/? [57:29<00:00,  2.53it/s]
Epoch 0: |          | 8718/? [57:29<00:00,  2.53it/s]
Epoch 0: |          | 8718/? [57:29<00:00,  2.53it/s]
Epoch 0: |          | 8719/? [57:30<00:00,  2.53it/s]
Epoch 0: |          | 8719/? [57:30<00:00,  2.53it/s]
Epoch 0: |          | 8720/? [57:30<00:00,  2.53it/s]
Epoch 0: |          | 8720/? [57:30<00:00,  2.53it/s]
Epoch 0: |          | 8721/? [57:30<00:00,  2.53it/s]
Epoch 0: |          | 8721/? [57:30<00:00,  2.53it/s]
Epoch 0: |          | 8722/? [57:30<00:00,  2.53it/s]
Epoch 0: |          | 8722/? [57:30<00:00,  2.53it/s]
Epoch 0: |          | 8723/? [57:31<00:00,  2.53it/s]
Epoch 0: |          | 8723/? [57:31<00:00,  2.53it/s]
Epoch 0: |          | 8724/? [57:31<00:00,  2.53it/s]
Epoch 0: |          | 8724/? [57:31<00:00,  2.53it/s]
Epoch 0: |          | 8725/? [57:31<00:00,  2.53it/s]
Epoch 0: |          | 8725/? [57:31<00:00,  2.53it/s]
Epoch 0: |          | 8726/? [57:31<00:00,  2.53it/s]
Epoch 0: |          | 8726/? [57:31<00:00,  2.53it/s]
Epoch 0: |          | 8727/? [57:32<00:00,  2.53it/s]
Epoch 0: |          | 8727/? [57:32<00:00,  2.53it/s]
Epoch 0: |          | 8728/? [57:32<00:00,  2.53it/s]
Epoch 0: |          | 8728/? [57:32<00:00,  2.53it/s]
Epoch 0: |          | 8729/? [57:32<00:00,  2.53it/s]
Epoch 0: |          | 8729/? [57:32<00:00,  2.53it/s]
Epoch 0: |          | 8730/? [57:32<00:00,  2.53it/s]
Epoch 0: |          | 8730/? [57:32<00:00,  2.53it/s]
Epoch 0: |          | 8731/? [57:33<00:00,  2.53it/s]
Epoch 0: |          | 8731/? [57:33<00:00,  2.53it/s]
Epoch 0: |          | 8732/? [57:33<00:00,  2.53it/s]
Epoch 0: |          | 8732/? [57:33<00:00,  2.53it/s]
Epoch 0: |          | 8733/? [57:33<00:00,  2.53it/s]
Epoch 0: |          | 8733/? [57:33<00:00,  2.53it/s]
Epoch 0: |          | 8734/? [57:34<00:00,  2.53it/s]
Epoch 0: |          | 8734/? [57:34<00:00,  2.53it/s]
Epoch 0: |          | 8735/? [57:34<00:00,  2.53it/s]
Epoch 0: |          | 8735/? [57:34<00:00,  2.53it/s]
Epoch 0: |          | 8736/? [57:34<00:00,  2.53it/s]
Epoch 0: |          | 8736/? [57:34<00:00,  2.53it/s]
Epoch 0: |          | 8737/? [57:34<00:00,  2.53it/s]
Epoch 0: |          | 8737/? [57:34<00:00,  2.53it/s]
Epoch 0: |          | 8738/? [57:35<00:00,  2.53it/s]
Epoch 0: |          | 8738/? [57:35<00:00,  2.53it/s]
Epoch 0: |          | 8739/? [57:35<00:00,  2.53it/s]
Epoch 0: |          | 8739/? [57:35<00:00,  2.53it/s]
Epoch 0: |          | 8740/? [57:35<00:00,  2.53it/s]
Epoch 0: |          | 8740/? [57:35<00:00,  2.53it/s]
Epoch 0: |          | 8741/? [57:35<00:00,  2.53it/s]
Epoch 0: |          | 8741/? [57:35<00:00,  2.53it/s]
Epoch 0: |          | 8742/? [57:36<00:00,  2.53it/s]
Epoch 0: |          | 8742/? [57:36<00:00,  2.53it/s]
Epoch 0: |          | 8743/? [57:36<00:00,  2.53it/s]
Epoch 0: |          | 8743/? [57:36<00:00,  2.53it/s]
Epoch 0: |          | 8744/? [57:36<00:00,  2.53it/s]
Epoch 0: |          | 8744/? [57:36<00:00,  2.53it/s]
Epoch 0: |          | 8745/? [57:37<00:00,  2.53it/s]
Epoch 0: |          | 8745/? [57:37<00:00,  2.53it/s]
Epoch 0: |          | 8746/? [57:37<00:00,  2.53it/s]
Epoch 0: |          | 8746/? [57:37<00:00,  2.53it/s]
Epoch 0: |          | 8747/? [57:37<00:00,  2.53it/s]
Epoch 0: |          | 8747/? [57:37<00:00,  2.53it/s]
Epoch 0: |          | 8748/? [57:37<00:00,  2.53it/s]
Epoch 0: |          | 8748/? [57:37<00:00,  2.53it/s]
Epoch 0: |          | 8749/? [57:38<00:00,  2.53it/s]
Epoch 0: |          | 8749/? [57:38<00:00,  2.53it/s]
Epoch 0: |          | 8750/? [57:38<00:00,  2.53it/s]
Epoch 0: |          | 8750/? [57:38<00:00,  2.53it/s]
Epoch 0: |          | 8751/? [57:38<00:00,  2.53it/s]
Epoch 0: |          | 8751/? [57:38<00:00,  2.53it/s]
Epoch 0: |          | 8752/? [57:38<00:00,  2.53it/s]
Epoch 0: |          | 8752/? [57:38<00:00,  2.53it/s]
Epoch 0: |          | 8753/? [57:39<00:00,  2.53it/s]
Epoch 0: |          | 8753/? [57:39<00:00,  2.53it/s]
Epoch 0: |          | 8754/? [57:39<00:00,  2.53it/s]
Epoch 0: |          | 8754/? [57:39<00:00,  2.53it/s]
Epoch 0: |          | 8755/? [57:39<00:00,  2.53it/s]
Epoch 0: |          | 8755/? [57:39<00:00,  2.53it/s]
Epoch 0: |          | 8756/? [57:40<00:00,  2.53it/s]
Epoch 0: |          | 8756/? [57:40<00:00,  2.53it/s]
Epoch 0: |          | 8757/? [57:40<00:00,  2.53it/s]
Epoch 0: |          | 8757/? [57:40<00:00,  2.53it/s]
Epoch 0: |          | 8758/? [57:40<00:00,  2.53it/s]
Epoch 0: |          | 8758/? [57:40<00:00,  2.53it/s]
Epoch 0: |          | 8759/? [57:40<00:00,  2.53it/s]
Epoch 0: |          | 8759/? [57:40<00:00,  2.53it/s]
Epoch 0: |          | 8760/? [57:41<00:00,  2.53it/s]
Epoch 0: |          | 8760/? [57:41<00:00,  2.53it/s]
Epoch 0: |          | 8761/? [57:41<00:00,  2.53it/s]
Epoch 0: |          | 8761/? [57:41<00:00,  2.53it/s]
Epoch 0: |          | 8762/? [57:41<00:00,  2.53it/s]
Epoch 0: |          | 8762/? [57:41<00:00,  2.53it/s]
Epoch 0: |          | 8763/? [57:41<00:00,  2.53it/s]
Epoch 0: |          | 8763/? [57:41<00:00,  2.53it/s]
Epoch 0: |          | 8764/? [57:42<00:00,  2.53it/s]
Epoch 0: |          | 8764/? [57:42<00:00,  2.53it/s]
Epoch 0: |          | 8765/? [57:42<00:00,  2.53it/s]
Epoch 0: |          | 8765/? [57:42<00:00,  2.53it/s]
Epoch 0: |          | 8766/? [57:42<00:00,  2.53it/s]
Epoch 0: |          | 8766/? [57:42<00:00,  2.53it/s]
Epoch 0: |          | 8767/? [57:43<00:00,  2.53it/s]
Epoch 0: |          | 8767/? [57:43<00:00,  2.53it/s]
Epoch 0: |          | 8768/? [57:43<00:00,  2.53it/s]
Epoch 0: |          | 8768/? [57:43<00:00,  2.53it/s]
Epoch 0: |          | 8769/? [57:43<00:00,  2.53it/s]
Epoch 0: |          | 8769/? [57:43<00:00,  2.53it/s]
Epoch 0: |          | 8770/? [57:43<00:00,  2.53it/s]
Epoch 0: |          | 8770/? [57:43<00:00,  2.53it/s]
Epoch 0: |          | 8771/? [57:44<00:00,  2.53it/s]
Epoch 0: |          | 8771/? [57:44<00:00,  2.53it/s]
Epoch 0: |          | 8772/? [57:44<00:00,  2.53it/s]
Epoch 0: |          | 8772/? [57:44<00:00,  2.53it/s]
Epoch 0: |          | 8773/? [57:44<00:00,  2.53it/s]
Epoch 0: |          | 8773/? [57:44<00:00,  2.53it/s]
Epoch 0: |          | 8774/? [57:44<00:00,  2.53it/s]
Epoch 0: |          | 8774/? [57:44<00:00,  2.53it/s]
Epoch 0: |          | 8775/? [57:45<00:00,  2.53it/s]
Epoch 0: |          | 8775/? [57:45<00:00,  2.53it/s]
Epoch 0: |          | 8776/? [57:45<00:00,  2.53it/s]
Epoch 0: |          | 8776/? [57:45<00:00,  2.53it/s]
Epoch 0: |          | 8777/? [57:45<00:00,  2.53it/s]
Epoch 0: |          | 8777/? [57:45<00:00,  2.53it/s]
Epoch 0: |          | 8778/? [57:46<00:00,  2.53it/s]
Epoch 0: |          | 8778/? [57:46<00:00,  2.53it/s]
Epoch 0: |          | 8779/? [57:46<00:00,  2.53it/s]
Epoch 0: |          | 8779/? [57:46<00:00,  2.53it/s]
Epoch 0: |          | 8780/? [57:46<00:00,  2.53it/s]
Epoch 0: |          | 8780/? [57:46<00:00,  2.53it/s]
Epoch 0: |          | 8781/? [57:46<00:00,  2.53it/s]
Epoch 0: |          | 8781/? [57:46<00:00,  2.53it/s]
Epoch 0: |          | 8782/? [57:47<00:00,  2.53it/s]
Epoch 0: |          | 8782/? [57:47<00:00,  2.53it/s]
Epoch 0: |          | 8783/? [57:47<00:00,  2.53it/s]
Epoch 0: |          | 8783/? [57:47<00:00,  2.53it/s]
Epoch 0: |          | 8784/? [57:47<00:00,  2.53it/s]
Epoch 0: |          | 8784/? [57:47<00:00,  2.53it/s]
Epoch 0: |          | 8785/? [57:47<00:00,  2.53it/s]
Epoch 0: |          | 8785/? [57:47<00:00,  2.53it/s]
Epoch 0: |          | 8786/? [57:48<00:00,  2.53it/s]
Epoch 0: |          | 8786/? [57:48<00:00,  2.53it/s]
Epoch 0: |          | 8787/? [57:48<00:00,  2.53it/s]
Epoch 0: |          | 8787/? [57:48<00:00,  2.53it/s]
Epoch 0: |          | 8788/? [57:48<00:00,  2.53it/s]
Epoch 0: |          | 8788/? [57:48<00:00,  2.53it/s]
Epoch 0: |          | 8789/? [57:49<00:00,  2.53it/s]
Epoch 0: |          | 8789/? [57:49<00:00,  2.53it/s]
Epoch 0: |          | 8790/? [57:49<00:00,  2.53it/s]
Epoch 0: |          | 8790/? [57:49<00:00,  2.53it/s]
Epoch 0: |          | 8791/? [57:49<00:00,  2.53it/s]
Epoch 0: |          | 8791/? [57:49<00:00,  2.53it/s]
Epoch 0: |          | 8792/? [57:49<00:00,  2.53it/s]
Epoch 0: |          | 8792/? [57:49<00:00,  2.53it/s]
Epoch 0: |          | 8793/? [57:50<00:00,  2.53it/s]
Epoch 0: |          | 8793/? [57:50<00:00,  2.53it/s]
Epoch 0: |          | 8794/? [57:50<00:00,  2.53it/s]
Epoch 0: |          | 8794/? [57:50<00:00,  2.53it/s]
Epoch 0: |          | 8795/? [57:50<00:00,  2.53it/s]
Epoch 0: |          | 8795/? [57:50<00:00,  2.53it/s]
Epoch 0: |          | 8796/? [57:50<00:00,  2.53it/s]
Epoch 0: |          | 8796/? [57:50<00:00,  2.53it/s]
Epoch 0: |          | 8797/? [57:51<00:00,  2.53it/s]
Epoch 0: |          | 8797/? [57:51<00:00,  2.53it/s]
Epoch 0: |          | 8798/? [57:51<00:00,  2.53it/s]
Epoch 0: |          | 8798/? [57:51<00:00,  2.53it/s]
Epoch 0: |          | 8799/? [57:51<00:00,  2.53it/s]
Epoch 0: |          | 8799/? [57:51<00:00,  2.53it/s]
Epoch 0: |          | 8800/? [57:52<00:00,  2.53it/s]
Epoch 0: |          | 8800/? [57:52<00:00,  2.53it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.65it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.06it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.17it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.85it/s]

Epoch 0: |          | 8800/? [57:52<00:00,  2.53it/s]
Epoch 0: |          | 8801/? [57:52<00:00,  2.53it/s]
Epoch 0: |          | 8801/? [57:52<00:00,  2.53it/s]
Epoch 0: |          | 8802/? [57:52<00:00,  2.53it/s]
Epoch 0: |          | 8802/? [57:52<00:00,  2.53it/s]
Epoch 0: |          | 8803/? [57:53<00:00,  2.53it/s]
Epoch 0: |          | 8803/? [57:53<00:00,  2.53it/s]
Epoch 0: |          | 8804/? [57:53<00:00,  2.53it/s]
Epoch 0: |          | 8804/? [57:53<00:00,  2.53it/s]
Epoch 0: |          | 8805/? [57:53<00:00,  2.53it/s]
Epoch 0: |          | 8805/? [57:53<00:00,  2.53it/s]
Epoch 0: |          | 8806/? [57:53<00:00,  2.53it/s]
Epoch 0: |          | 8806/? [57:53<00:00,  2.53it/s]
Epoch 0: |          | 8807/? [57:54<00:00,  2.53it/s]
Epoch 0: |          | 8807/? [57:54<00:00,  2.53it/s]
Epoch 0: |          | 8808/? [57:54<00:00,  2.54it/s]
Epoch 0: |          | 8808/? [57:54<00:00,  2.54it/s]
Epoch 0: |          | 8809/? [57:54<00:00,  2.54it/s]
Epoch 0: |          | 8809/? [57:54<00:00,  2.54it/s]
Epoch 0: |          | 8810/? [57:55<00:00,  2.54it/s]
Epoch 0: |          | 8810/? [57:55<00:00,  2.54it/s]
Epoch 0: |          | 8811/? [57:55<00:00,  2.54it/s]
Epoch 0: |          | 8811/? [57:55<00:00,  2.54it/s]
Epoch 0: |          | 8812/? [57:55<00:00,  2.54it/s]
Epoch 0: |          | 8812/? [57:55<00:00,  2.54it/s]
Epoch 0: |          | 8813/? [57:55<00:00,  2.54it/s]
Epoch 0: |          | 8813/? [57:55<00:00,  2.54it/s]
Epoch 0: |          | 8814/? [57:56<00:00,  2.54it/s]
Epoch 0: |          | 8814/? [57:56<00:00,  2.54it/s]
Epoch 0: |          | 8815/? [57:56<00:00,  2.54it/s]
Epoch 0: |          | 8815/? [57:56<00:00,  2.54it/s]
Epoch 0: |          | 8816/? [57:56<00:00,  2.54it/s]
Epoch 0: |          | 8816/? [57:56<00:00,  2.54it/s]
Epoch 0: |          | 8817/? [57:56<00:00,  2.54it/s]
Epoch 0: |          | 8817/? [57:56<00:00,  2.54it/s]
Epoch 0: |          | 8818/? [57:57<00:00,  2.54it/s]
Epoch 0: |          | 8818/? [57:57<00:00,  2.54it/s]
Epoch 0: |          | 8819/? [57:57<00:00,  2.54it/s]
Epoch 0: |          | 8819/? [57:57<00:00,  2.54it/s]
Epoch 0: |          | 8820/? [57:57<00:00,  2.54it/s]
Epoch 0: |          | 8820/? [57:57<00:00,  2.54it/s]
Epoch 0: |          | 8821/? [57:58<00:00,  2.54it/s]
Epoch 0: |          | 8821/? [57:58<00:00,  2.54it/s]
Epoch 0: |          | 8822/? [57:58<00:00,  2.54it/s]
Epoch 0: |          | 8822/? [57:58<00:00,  2.54it/s]
Epoch 0: |          | 8823/? [57:58<00:00,  2.54it/s]
Epoch 0: |          | 8823/? [57:58<00:00,  2.54it/s]
Epoch 0: |          | 8824/? [57:58<00:00,  2.54it/s]
Epoch 0: |          | 8824/? [57:58<00:00,  2.54it/s]
Epoch 0: |          | 8825/? [57:59<00:00,  2.54it/s]
Epoch 0: |          | 8825/? [57:59<00:00,  2.54it/s]
Epoch 0: |          | 8826/? [57:59<00:00,  2.54it/s]
Epoch 0: |          | 8826/? [57:59<00:00,  2.54it/s]
Epoch 0: |          | 8827/? [57:59<00:00,  2.54it/s]
Epoch 0: |          | 8827/? [57:59<00:00,  2.54it/s]
Epoch 0: |          | 8828/? [58:00<00:00,  2.54it/s]
Epoch 0: |          | 8828/? [58:00<00:00,  2.54it/s]
Epoch 0: |          | 8829/? [58:00<00:00,  2.54it/s]
Epoch 0: |          | 8829/? [58:00<00:00,  2.54it/s]
Epoch 0: |          | 8830/? [58:00<00:00,  2.54it/s]
Epoch 0: |          | 8830/? [58:00<00:00,  2.54it/s]
Epoch 0: |          | 8831/? [58:00<00:00,  2.54it/s]
Epoch 0: |          | 8831/? [58:00<00:00,  2.54it/s]
Epoch 0: |          | 8832/? [58:01<00:00,  2.54it/s]
Epoch 0: |          | 8832/? [58:01<00:00,  2.54it/s]
Epoch 0: |          | 8833/? [58:01<00:00,  2.54it/s]
Epoch 0: |          | 8833/? [58:01<00:00,  2.54it/s]
Epoch 0: |          | 8834/? [58:01<00:00,  2.54it/s]
Epoch 0: |          | 8834/? [58:01<00:00,  2.54it/s]
Epoch 0: |          | 8835/? [58:01<00:00,  2.54it/s]
Epoch 0: |          | 8835/? [58:01<00:00,  2.54it/s]
Epoch 0: |          | 8836/? [58:02<00:00,  2.54it/s]
Epoch 0: |          | 8836/? [58:02<00:00,  2.54it/s]
Epoch 0: |          | 8837/? [58:02<00:00,  2.54it/s]
Epoch 0: |          | 8837/? [58:02<00:00,  2.54it/s]
Epoch 0: |          | 8838/? [58:02<00:00,  2.54it/s]
Epoch 0: |          | 8838/? [58:02<00:00,  2.54it/s]
Epoch 0: |          | 8839/? [58:03<00:00,  2.54it/s]
Epoch 0: |          | 8839/? [58:03<00:00,  2.54it/s]
Epoch 0: |          | 8840/? [58:03<00:00,  2.54it/s]
Epoch 0: |          | 8840/? [58:03<00:00,  2.54it/s]
Epoch 0: |          | 8841/? [58:03<00:00,  2.54it/s]
Epoch 0: |          | 8841/? [58:03<00:00,  2.54it/s]
Epoch 0: |          | 8842/? [58:03<00:00,  2.54it/s]
Epoch 0: |          | 8842/? [58:03<00:00,  2.54it/s]
Epoch 0: |          | 8843/? [58:04<00:00,  2.54it/s]
Epoch 0: |          | 8843/? [58:04<00:00,  2.54it/s]
Epoch 0: |          | 8844/? [58:04<00:00,  2.54it/s]
Epoch 0: |          | 8844/? [58:04<00:00,  2.54it/s]
Epoch 0: |          | 8845/? [58:04<00:00,  2.54it/s]
Epoch 0: |          | 8845/? [58:04<00:00,  2.54it/s]
Epoch 0: |          | 8846/? [58:04<00:00,  2.54it/s]
Epoch 0: |          | 8846/? [58:04<00:00,  2.54it/s]
Epoch 0: |          | 8847/? [58:05<00:00,  2.54it/s]
Epoch 0: |          | 8847/? [58:05<00:00,  2.54it/s]
Epoch 0: |          | 8848/? [58:05<00:00,  2.54it/s]
Epoch 0: |          | 8848/? [58:05<00:00,  2.54it/s]
Epoch 0: |          | 8849/? [58:05<00:00,  2.54it/s]
Epoch 0: |          | 8849/? [58:05<00:00,  2.54it/s]
Epoch 0: |          | 8850/? [58:06<00:00,  2.54it/s]
Epoch 0: |          | 8850/? [58:06<00:00,  2.54it/s]
Epoch 0: |          | 8851/? [58:06<00:00,  2.54it/s]
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Epoch 0: |          | 8860/? [58:08<00:00,  2.54it/s]
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Epoch 0: |          | 8861/? [58:09<00:00,  2.54it/s]
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Epoch 0: |          | 8862/? [58:09<00:00,  2.54it/s]
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Epoch 0: |          | 8863/? [58:09<00:00,  2.54it/s]
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Epoch 0: |          | 8865/? [58:10<00:00,  2.54it/s]
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Epoch 0: |          | 8866/? [58:10<00:00,  2.54it/s]
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Epoch 0: |          | 8867/? [58:10<00:00,  2.54it/s]
Epoch 0: |          | 8867/? [58:10<00:00,  2.54it/s]
Epoch 0: |          | 8868/? [58:10<00:00,  2.54it/s]
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Epoch 0: |          | 8869/? [58:11<00:00,  2.54it/s]
Epoch 0: |          | 8869/? [58:11<00:00,  2.54it/s]
Epoch 0: |          | 8870/? [58:11<00:00,  2.54it/s]
Epoch 0: |          | 8870/? [58:11<00:00,  2.54it/s]
Epoch 0: |          | 8871/? [58:11<00:00,  2.54it/s]
Epoch 0: |          | 8871/? [58:11<00:00,  2.54it/s]
Epoch 0: |          | 8872/? [58:12<00:00,  2.54it/s]
Epoch 0: |          | 8872/? [58:12<00:00,  2.54it/s]
Epoch 0: |          | 8873/? [58:12<00:00,  2.54it/s]
Epoch 0: |          | 8873/? [58:12<00:00,  2.54it/s]
Epoch 0: |          | 8874/? [58:12<00:00,  2.54it/s]
Epoch 0: |          | 8874/? [58:12<00:00,  2.54it/s]
Epoch 0: |          | 8875/? [58:12<00:00,  2.54it/s]
Epoch 0: |          | 8875/? [58:12<00:00,  2.54it/s]
Epoch 0: |          | 8876/? [58:13<00:00,  2.54it/s]
Epoch 0: |          | 8876/? [58:13<00:00,  2.54it/s]
Epoch 0: |          | 8877/? [58:13<00:00,  2.54it/s]
Epoch 0: |          | 8877/? [58:13<00:00,  2.54it/s]
Epoch 0: |          | 8878/? [58:13<00:00,  2.54it/s]
Epoch 0: |          | 8878/? [58:13<00:00,  2.54it/s]
Epoch 0: |          | 8879/? [58:13<00:00,  2.54it/s]
Epoch 0: |          | 8879/? [58:13<00:00,  2.54it/s]
Epoch 0: |          | 8880/? [58:14<00:00,  2.54it/s]
Epoch 0: |          | 8880/? [58:14<00:00,  2.54it/s]
Epoch 0: |          | 8881/? [58:14<00:00,  2.54it/s]
Epoch 0: |          | 8881/? [58:14<00:00,  2.54it/s]
Epoch 0: |          | 8882/? [58:14<00:00,  2.54it/s]
Epoch 0: |          | 8882/? [58:14<00:00,  2.54it/s]
Epoch 0: |          | 8883/? [58:15<00:00,  2.54it/s]
Epoch 0: |          | 8883/? [58:15<00:00,  2.54it/s]
Epoch 0: |          | 8884/? [58:15<00:00,  2.54it/s]
Epoch 0: |          | 8884/? [58:15<00:00,  2.54it/s]
Epoch 0: |          | 8885/? [58:15<00:00,  2.54it/s]
Epoch 0: |          | 8885/? [58:15<00:00,  2.54it/s]
Epoch 0: |          | 8886/? [58:15<00:00,  2.54it/s]
Epoch 0: |          | 8886/? [58:15<00:00,  2.54it/s]
Epoch 0: |          | 8887/? [58:16<00:00,  2.54it/s]
Epoch 0: |          | 8887/? [58:16<00:00,  2.54it/s]
Epoch 0: |          | 8888/? [58:16<00:00,  2.54it/s]
Epoch 0: |          | 8888/? [58:16<00:00,  2.54it/s]
Epoch 0: |          | 8889/? [58:16<00:00,  2.54it/s]
Epoch 0: |          | 8889/? [58:16<00:00,  2.54it/s]
Epoch 0: |          | 8890/? [58:16<00:00,  2.54it/s]
Epoch 0: |          | 8890/? [58:16<00:00,  2.54it/s]
Epoch 0: |          | 8891/? [58:17<00:00,  2.54it/s]
Epoch 0: |          | 8891/? [58:17<00:00,  2.54it/s]
Epoch 0: |          | 8892/? [58:17<00:00,  2.54it/s]
Epoch 0: |          | 8892/? [58:17<00:00,  2.54it/s]
Epoch 0: |          | 8893/? [58:17<00:00,  2.54it/s]
Epoch 0: |          | 8893/? [58:17<00:00,  2.54it/s]
Epoch 0: |          | 8894/? [58:18<00:00,  2.54it/s]
Epoch 0: |          | 8894/? [58:18<00:00,  2.54it/s]
Epoch 0: |          | 8895/? [58:18<00:00,  2.54it/s]
Epoch 0: |          | 8895/? [58:18<00:00,  2.54it/s]
Epoch 0: |          | 8896/? [58:18<00:00,  2.54it/s]
Epoch 0: |          | 8896/? [58:18<00:00,  2.54it/s]
Epoch 0: |          | 8897/? [58:18<00:00,  2.54it/s]
Epoch 0: |          | 8897/? [58:18<00:00,  2.54it/s]
Epoch 0: |          | 8898/? [58:19<00:00,  2.54it/s]
Epoch 0: |          | 8898/? [58:19<00:00,  2.54it/s]
Epoch 0: |          | 8899/? [58:19<00:00,  2.54it/s]
Epoch 0: |          | 8899/? [58:19<00:00,  2.54it/s]
Epoch 0: |          | 8900/? [58:19<00:00,  2.54it/s]
Epoch 0: |          | 8900/? [58:19<00:00,  2.54it/s]
Epoch 0: |          | 8901/? [58:19<00:00,  2.54it/s]
Epoch 0: |          | 8901/? [58:19<00:00,  2.54it/s]
Epoch 0: |          | 8902/? [58:20<00:00,  2.54it/s]
Epoch 0: |          | 8902/? [58:20<00:00,  2.54it/s]
Epoch 0: |          | 8903/? [58:20<00:00,  2.54it/s]
Epoch 0: |          | 8903/? [58:20<00:00,  2.54it/s]
Epoch 0: |          | 8904/? [58:20<00:00,  2.54it/s]
Epoch 0: |          | 8904/? [58:20<00:00,  2.54it/s]
Epoch 0: |          | 8905/? [58:21<00:00,  2.54it/s]
Epoch 0: |          | 8905/? [58:21<00:00,  2.54it/s]
Epoch 0: |          | 8906/? [58:21<00:00,  2.54it/s]
Epoch 0: |          | 8906/? [58:21<00:00,  2.54it/s]
Epoch 0: |          | 8907/? [58:21<00:00,  2.54it/s]
Epoch 0: |          | 8907/? [58:21<00:00,  2.54it/s]
Epoch 0: |          | 8908/? [58:21<00:00,  2.54it/s]
Epoch 0: |          | 8908/? [58:21<00:00,  2.54it/s]
Epoch 0: |          | 8909/? [58:22<00:00,  2.54it/s]
Epoch 0: |          | 8909/? [58:22<00:00,  2.54it/s]
Epoch 0: |          | 8910/? [58:22<00:00,  2.54it/s]
Epoch 0: |          | 8910/? [58:22<00:00,  2.54it/s]
Epoch 0: |          | 8911/? [58:22<00:00,  2.54it/s]
Epoch 0: |          | 8911/? [58:22<00:00,  2.54it/s]
Epoch 0: |          | 8912/? [58:22<00:00,  2.54it/s]
Epoch 0: |          | 8912/? [58:22<00:00,  2.54it/s]
Epoch 0: |          | 8913/? [58:23<00:00,  2.54it/s]
Epoch 0: |          | 8913/? [58:23<00:00,  2.54it/s]
Epoch 0: |          | 8914/? [58:23<00:00,  2.54it/s]
Epoch 0: |          | 8914/? [58:23<00:00,  2.54it/s]
Epoch 0: |          | 8915/? [58:23<00:00,  2.54it/s]
Epoch 0: |          | 8915/? [58:23<00:00,  2.54it/s]
Epoch 0: |          | 8916/? [58:24<00:00,  2.54it/s]
Epoch 0: |          | 8916/? [58:24<00:00,  2.54it/s]
Epoch 0: |          | 8917/? [58:24<00:00,  2.54it/s]
Epoch 0: |          | 8917/? [58:24<00:00,  2.54it/s]
Epoch 0: |          | 8918/? [58:24<00:00,  2.54it/s]
Epoch 0: |          | 8918/? [58:24<00:00,  2.54it/s]
Epoch 0: |          | 8919/? [58:24<00:00,  2.54it/s]
Epoch 0: |          | 8919/? [58:24<00:00,  2.54it/s]
Epoch 0: |          | 8920/? [58:25<00:00,  2.54it/s]
Epoch 0: |          | 8920/? [58:25<00:00,  2.54it/s]
Epoch 0: |          | 8921/? [58:25<00:00,  2.54it/s]
Epoch 0: |          | 8921/? [58:25<00:00,  2.54it/s]
Epoch 0: |          | 8922/? [58:25<00:00,  2.54it/s]
Epoch 0: |          | 8922/? [58:25<00:00,  2.54it/s]
Epoch 0: |          | 8923/? [58:25<00:00,  2.55it/s]
Epoch 0: |          | 8923/? [58:25<00:00,  2.55it/s]
Epoch 0: |          | 8924/? [58:26<00:00,  2.55it/s]
Epoch 0: |          | 8924/? [58:26<00:00,  2.55it/s]
Epoch 0: |          | 8925/? [58:26<00:00,  2.55it/s]
Epoch 0: |          | 8925/? [58:26<00:00,  2.55it/s]
Epoch 0: |          | 8926/? [58:26<00:00,  2.55it/s]
Epoch 0: |          | 8926/? [58:26<00:00,  2.55it/s]
Epoch 0: |          | 8927/? [58:27<00:00,  2.55it/s]
Epoch 0: |          | 8927/? [58:27<00:00,  2.55it/s]
Epoch 0: |          | 8928/? [58:27<00:00,  2.55it/s]
Epoch 0: |          | 8928/? [58:27<00:00,  2.55it/s]
Epoch 0: |          | 8929/? [58:27<00:00,  2.55it/s]
Epoch 0: |          | 8929/? [58:27<00:00,  2.55it/s]
Epoch 0: |          | 8930/? [58:27<00:00,  2.55it/s]
Epoch 0: |          | 8930/? [58:27<00:00,  2.55it/s]
Epoch 0: |          | 8931/? [58:28<00:00,  2.55it/s]
Epoch 0: |          | 8931/? [58:28<00:00,  2.55it/s]
Epoch 0: |          | 8932/? [58:28<00:00,  2.55it/s]
Epoch 0: |          | 8932/? [58:28<00:00,  2.55it/s]
Epoch 0: |          | 8933/? [58:28<00:00,  2.55it/s]
Epoch 0: |          | 8933/? [58:28<00:00,  2.55it/s]
Epoch 0: |          | 8934/? [58:29<00:00,  2.55it/s]
Epoch 0: |          | 8934/? [58:29<00:00,  2.55it/s]
Epoch 0: |          | 8935/? [58:29<00:00,  2.55it/s]
Epoch 0: |          | 8935/? [58:29<00:00,  2.55it/s]
Epoch 0: |          | 8936/? [58:29<00:00,  2.55it/s]
Epoch 0: |          | 8936/? [58:29<00:00,  2.55it/s]
Epoch 0: |          | 8937/? [58:29<00:00,  2.55it/s]
Epoch 0: |          | 8937/? [58:29<00:00,  2.55it/s]
Epoch 0: |          | 8938/? [58:30<00:00,  2.55it/s]
Epoch 0: |          | 8938/? [58:30<00:00,  2.55it/s]
Epoch 0: |          | 8939/? [58:30<00:00,  2.55it/s]
Epoch 0: |          | 8939/? [58:30<00:00,  2.55it/s]
Epoch 0: |          | 8940/? [58:30<00:00,  2.55it/s]
Epoch 0: |          | 8940/? [58:30<00:00,  2.55it/s]
Epoch 0: |          | 8941/? [58:30<00:00,  2.55it/s]
Epoch 0: |          | 8941/? [58:30<00:00,  2.55it/s]
Epoch 0: |          | 8942/? [58:31<00:00,  2.55it/s]
Epoch 0: |          | 8942/? [58:31<00:00,  2.55it/s]
Epoch 0: |          | 8943/? [58:31<00:00,  2.55it/s]
Epoch 0: |          | 8943/? [58:31<00:00,  2.55it/s]
Epoch 0: |          | 8944/? [58:31<00:00,  2.55it/s]
Epoch 0: |          | 8944/? [58:31<00:00,  2.55it/s]
Epoch 0: |          | 8945/? [58:32<00:00,  2.55it/s]
Epoch 0: |          | 8945/? [58:32<00:00,  2.55it/s]
Epoch 0: |          | 8946/? [58:32<00:00,  2.55it/s]
Epoch 0: |          | 8946/? [58:32<00:00,  2.55it/s]
Epoch 0: |          | 8947/? [58:32<00:00,  2.55it/s]
Epoch 0: |          | 8947/? [58:32<00:00,  2.55it/s]
Epoch 0: |          | 8948/? [58:32<00:00,  2.55it/s]
Epoch 0: |          | 8948/? [58:32<00:00,  2.55it/s]
Epoch 0: |          | 8949/? [58:33<00:00,  2.55it/s]
Epoch 0: |          | 8949/? [58:33<00:00,  2.55it/s]
Epoch 0: |          | 8950/? [58:33<00:00,  2.55it/s]
Epoch 0: |          | 8950/? [58:33<00:00,  2.55it/s]
Epoch 0: |          | 8951/? [58:33<00:00,  2.55it/s]
Epoch 0: |          | 8951/? [58:33<00:00,  2.55it/s]
Epoch 0: |          | 8952/? [58:33<00:00,  2.55it/s]
Epoch 0: |          | 8952/? [58:33<00:00,  2.55it/s]
Epoch 0: |          | 8953/? [58:34<00:00,  2.55it/s]
Epoch 0: |          | 8953/? [58:34<00:00,  2.55it/s]
Epoch 0: |          | 8954/? [58:34<00:00,  2.55it/s]
Epoch 0: |          | 8954/? [58:34<00:00,  2.55it/s]
Epoch 0: |          | 8955/? [58:34<00:00,  2.55it/s]
Epoch 0: |          | 8955/? [58:34<00:00,  2.55it/s]
Epoch 0: |          | 8956/? [58:35<00:00,  2.55it/s]
Epoch 0: |          | 8956/? [58:35<00:00,  2.55it/s]
Epoch 0: |          | 8957/? [58:35<00:00,  2.55it/s]
Epoch 0: |          | 8957/? [58:35<00:00,  2.55it/s]
Epoch 0: |          | 8958/? [58:35<00:00,  2.55it/s]
Epoch 0: |          | 8958/? [58:35<00:00,  2.55it/s]
Epoch 0: |          | 8959/? [58:35<00:00,  2.55it/s]
Epoch 0: |          | 8959/? [58:35<00:00,  2.55it/s]
Epoch 0: |          | 8960/? [58:36<00:00,  2.55it/s]
Epoch 0: |          | 8960/? [58:36<00:00,  2.55it/s]
Epoch 0: |          | 8961/? [58:36<00:00,  2.55it/s]
Epoch 0: |          | 8961/? [58:36<00:00,  2.55it/s]
Epoch 0: |          | 8962/? [58:36<00:00,  2.55it/s]
Epoch 0: |          | 8962/? [58:36<00:00,  2.55it/s]
Epoch 0: |          | 8963/? [58:36<00:00,  2.55it/s]
Epoch 0: |          | 8963/? [58:36<00:00,  2.55it/s]
Epoch 0: |          | 8964/? [58:37<00:00,  2.55it/s]
Epoch 0: |          | 8964/? [58:37<00:00,  2.55it/s]
Epoch 0: |          | 8965/? [58:37<00:00,  2.55it/s]
Epoch 0: |          | 8965/? [58:37<00:00,  2.55it/s]
Epoch 0: |          | 8966/? [58:37<00:00,  2.55it/s]
Epoch 0: |          | 8966/? [58:37<00:00,  2.55it/s]
Epoch 0: |          | 8967/? [58:38<00:00,  2.55it/s]
Epoch 0: |          | 8967/? [58:38<00:00,  2.55it/s]
Epoch 0: |          | 8968/? [58:38<00:00,  2.55it/s]
Epoch 0: |          | 8968/? [58:38<00:00,  2.55it/s]
Epoch 0: |          | 8969/? [58:38<00:00,  2.55it/s]
Epoch 0: |          | 8969/? [58:38<00:00,  2.55it/s]
Epoch 0: |          | 8970/? [58:38<00:00,  2.55it/s]
Epoch 0: |          | 8970/? [58:38<00:00,  2.55it/s]
Epoch 0: |          | 8971/? [58:39<00:00,  2.55it/s]
Epoch 0: |          | 8971/? [58:39<00:00,  2.55it/s]
Epoch 0: |          | 8972/? [58:39<00:00,  2.55it/s]
Epoch 0: |          | 8972/? [58:39<00:00,  2.55it/s]
Epoch 0: |          | 8973/? [58:39<00:00,  2.55it/s]
Epoch 0: |          | 8973/? [58:39<00:00,  2.55it/s]
Epoch 0: |          | 8974/? [58:39<00:00,  2.55it/s]
Epoch 0: |          | 8974/? [58:39<00:00,  2.55it/s]
Epoch 0: |          | 8975/? [58:40<00:00,  2.55it/s]
Epoch 0: |          | 8975/? [58:40<00:00,  2.55it/s]
Epoch 0: |          | 8976/? [58:40<00:00,  2.55it/s]
Epoch 0: |          | 8976/? [58:40<00:00,  2.55it/s]
Epoch 0: |          | 8977/? [58:40<00:00,  2.55it/s]
Epoch 0: |          | 8977/? [58:40<00:00,  2.55it/s]
Epoch 0: |          | 8978/? [58:41<00:00,  2.55it/s]
Epoch 0: |          | 8978/? [58:41<00:00,  2.55it/s]
Epoch 0: |          | 8979/? [58:41<00:00,  2.55it/s]
Epoch 0: |          | 8979/? [58:41<00:00,  2.55it/s]
Epoch 0: |          | 8980/? [58:41<00:00,  2.55it/s]
Epoch 0: |          | 8980/? [58:41<00:00,  2.55it/s]
Epoch 0: |          | 8981/? [58:41<00:00,  2.55it/s]
Epoch 0: |          | 8981/? [58:41<00:00,  2.55it/s]
Epoch 0: |          | 8982/? [58:42<00:00,  2.55it/s]
Epoch 0: |          | 8982/? [58:42<00:00,  2.55it/s]
Epoch 0: |          | 8983/? [58:42<00:00,  2.55it/s]
Epoch 0: |          | 8983/? [58:42<00:00,  2.55it/s]
Epoch 0: |          | 8984/? [58:42<00:00,  2.55it/s]
Epoch 0: |          | 8984/? [58:42<00:00,  2.55it/s]
Epoch 0: |          | 8985/? [58:43<00:00,  2.55it/s]
Epoch 0: |          | 8985/? [58:43<00:00,  2.55it/s]
Epoch 0: |          | 8986/? [58:43<00:00,  2.55it/s]
Epoch 0: |          | 8986/? [58:43<00:00,  2.55it/s]
Epoch 0: |          | 8987/? [58:43<00:00,  2.55it/s]
Epoch 0: |          | 8987/? [58:43<00:00,  2.55it/s]
Epoch 0: |          | 8988/? [58:43<00:00,  2.55it/s]
Epoch 0: |          | 8988/? [58:43<00:00,  2.55it/s]
Epoch 0: |          | 8989/? [58:44<00:00,  2.55it/s]
Epoch 0: |          | 8989/? [58:44<00:00,  2.55it/s]
Epoch 0: |          | 8990/? [58:44<00:00,  2.55it/s]
Epoch 0: |          | 8990/? [58:44<00:00,  2.55it/s]
Epoch 0: |          | 8991/? [58:44<00:00,  2.55it/s]
Epoch 0: |          | 8991/? [58:44<00:00,  2.55it/s]
Epoch 0: |          | 8992/? [58:45<00:00,  2.55it/s]
Epoch 0: |          | 8992/? [58:45<00:00,  2.55it/s]
Epoch 0: |          | 8993/? [58:45<00:00,  2.55it/s]
Epoch 0: |          | 8993/? [58:45<00:00,  2.55it/s]
Epoch 0: |          | 8994/? [58:45<00:00,  2.55it/s]
Epoch 0: |          | 8994/? [58:45<00:00,  2.55it/s]
Epoch 0: |          | 8995/? [58:45<00:00,  2.55it/s]
Epoch 0: |          | 8995/? [58:45<00:00,  2.55it/s]
Epoch 0: |          | 8996/? [58:46<00:00,  2.55it/s]
Epoch 0: |          | 8996/? [58:46<00:00,  2.55it/s]
Epoch 0: |          | 8997/? [58:46<00:00,  2.55it/s]
Epoch 0: |          | 8997/? [58:46<00:00,  2.55it/s]
Epoch 0: |          | 8998/? [58:46<00:00,  2.55it/s]
Epoch 0: |          | 8998/? [58:46<00:00,  2.55it/s]
Epoch 0: |          | 8999/? [58:47<00:00,  2.55it/s]
Epoch 0: |          | 8999/? [58:47<00:00,  2.55it/s]
Epoch 0: |          | 9000/? [58:47<00:00,  2.55it/s]
Epoch 0: |          | 9000/? [58:47<00:00,  2.55it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.10it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.16it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.87it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.91it/s]

Epoch 0: |          | 9000/? [58:47<00:00,  2.55it/s]
Epoch 0: |          | 9001/? [58:47<00:00,  2.55it/s]
Epoch 0: |          | 9001/? [58:47<00:00,  2.55it/s]
Epoch 0: |          | 9002/? [58:48<00:00,  2.55it/s]
Epoch 0: |          | 9002/? [58:48<00:00,  2.55it/s]
Epoch 0: |          | 9003/? [58:48<00:00,  2.55it/s]
Epoch 0: |          | 9003/? [58:48<00:00,  2.55it/s]
Epoch 0: |          | 9004/? [58:48<00:00,  2.55it/s]
Epoch 0: |          | 9004/? [58:48<00:00,  2.55it/s]
Epoch 0: |          | 9005/? [58:49<00:00,  2.55it/s]
Epoch 0: |          | 9005/? [58:49<00:00,  2.55it/s]
Epoch 0: |          | 9006/? [58:49<00:00,  2.55it/s]
Epoch 0: |          | 9006/? [58:49<00:00,  2.55it/s]
Epoch 0: |          | 9007/? [58:49<00:00,  2.55it/s]
Epoch 0: |          | 9007/? [58:49<00:00,  2.55it/s]
Epoch 0: |          | 9008/? [58:49<00:00,  2.55it/s]
Epoch 0: |          | 9008/? [58:49<00:00,  2.55it/s]
Epoch 0: |          | 9009/? [58:50<00:00,  2.55it/s]
Epoch 0: |          | 9009/? [58:50<00:00,  2.55it/s]
Epoch 0: |          | 9010/? [58:50<00:00,  2.55it/s]
Epoch 0: |          | 9010/? [58:50<00:00,  2.55it/s]
Epoch 0: |          | 9011/? [58:50<00:00,  2.55it/s]
Epoch 0: |          | 9011/? [58:50<00:00,  2.55it/s]
Epoch 0: |          | 9012/? [58:50<00:00,  2.55it/s]
Epoch 0: |          | 9012/? [58:50<00:00,  2.55it/s]
Epoch 0: |          | 9013/? [58:51<00:00,  2.55it/s]
Epoch 0: |          | 9013/? [58:51<00:00,  2.55it/s]
Epoch 0: |          | 9014/? [58:51<00:00,  2.55it/s]
Epoch 0: |          | 9014/? [58:51<00:00,  2.55it/s]
Epoch 0: |          | 9015/? [58:51<00:00,  2.55it/s]
Epoch 0: |          | 9015/? [58:51<00:00,  2.55it/s]
Epoch 0: |          | 9016/? [58:52<00:00,  2.55it/s]
Epoch 0: |          | 9016/? [58:52<00:00,  2.55it/s]
Epoch 0: |          | 9017/? [58:52<00:00,  2.55it/s]
Epoch 0: |          | 9017/? [58:52<00:00,  2.55it/s]
Epoch 0: |          | 9018/? [58:52<00:00,  2.55it/s]
Epoch 0: |          | 9018/? [58:52<00:00,  2.55it/s]
Epoch 0: |          | 9019/? [58:52<00:00,  2.55it/s]
Epoch 0: |          | 9019/? [58:52<00:00,  2.55it/s]
Epoch 0: |          | 9020/? [58:53<00:00,  2.55it/s]
Epoch 0: |          | 9020/? [58:53<00:00,  2.55it/s]
Epoch 0: |          | 9021/? [58:53<00:00,  2.55it/s]
Epoch 0: |          | 9021/? [58:53<00:00,  2.55it/s]
Epoch 0: |          | 9022/? [58:53<00:00,  2.55it/s]
Epoch 0: |          | 9022/? [58:53<00:00,  2.55it/s]
Epoch 0: |          | 9023/? [58:53<00:00,  2.55it/s]
Epoch 0: |          | 9023/? [58:53<00:00,  2.55it/s]
Epoch 0: |          | 9024/? [58:54<00:00,  2.55it/s]
Epoch 0: |          | 9024/? [58:54<00:00,  2.55it/s]
Epoch 0: |          | 9025/? [58:54<00:00,  2.55it/s]
Epoch 0: |          | 9025/? [58:54<00:00,  2.55it/s]
Epoch 0: |          | 9026/? [58:54<00:00,  2.55it/s]
Epoch 0: |          | 9026/? [58:54<00:00,  2.55it/s]
Epoch 0: |          | 9027/? [58:55<00:00,  2.55it/s]
Epoch 0: |          | 9027/? [58:55<00:00,  2.55it/s]
Epoch 0: |          | 9028/? [58:55<00:00,  2.55it/s]
Epoch 0: |          | 9028/? [58:55<00:00,  2.55it/s]
Epoch 0: |          | 9029/? [58:55<00:00,  2.55it/s]
Epoch 0: |          | 9029/? [58:55<00:00,  2.55it/s]
Epoch 0: |          | 9030/? [58:55<00:00,  2.55it/s]
Epoch 0: |          | 9030/? [58:55<00:00,  2.55it/s]
Epoch 0: |          | 9031/? [58:56<00:00,  2.55it/s]
Epoch 0: |          | 9031/? [58:56<00:00,  2.55it/s]
Epoch 0: |          | 9032/? [58:56<00:00,  2.55it/s]
Epoch 0: |          | 9032/? [58:56<00:00,  2.55it/s]
Epoch 0: |          | 9033/? [58:56<00:00,  2.55it/s]
Epoch 0: |          | 9033/? [58:56<00:00,  2.55it/s]
Epoch 0: |          | 9034/? [58:56<00:00,  2.55it/s]
Epoch 0: |          | 9034/? [58:56<00:00,  2.55it/s]
Epoch 0: |          | 9035/? [58:57<00:00,  2.55it/s]
Epoch 0: |          | 9035/? [58:57<00:00,  2.55it/s]
Epoch 0: |          | 9036/? [58:57<00:00,  2.55it/s]
Epoch 0: |          | 9036/? [58:57<00:00,  2.55it/s]
Epoch 0: |          | 9037/? [58:57<00:00,  2.55it/s]
Epoch 0: |          | 9037/? [58:57<00:00,  2.55it/s]
Epoch 0: |          | 9038/? [58:58<00:00,  2.55it/s]
Epoch 0: |          | 9038/? [58:58<00:00,  2.55it/s]
Epoch 0: |          | 9039/? [58:58<00:00,  2.55it/s]
Epoch 0: |          | 9039/? [58:58<00:00,  2.55it/s]
Epoch 0: |          | 9040/? [58:58<00:00,  2.55it/s]
Epoch 0: |          | 9040/? [58:58<00:00,  2.55it/s]
Epoch 0: |          | 9041/? [58:58<00:00,  2.55it/s]
Epoch 0: |          | 9041/? [58:58<00:00,  2.55it/s]
Epoch 0: |          | 9042/? [58:59<00:00,  2.55it/s]
Epoch 0: |          | 9042/? [58:59<00:00,  2.55it/s]
Epoch 0: |          | 9043/? [58:59<00:00,  2.55it/s]
Epoch 0: |          | 9043/? [58:59<00:00,  2.55it/s]
Epoch 0: |          | 9044/? [58:59<00:00,  2.56it/s]
Epoch 0: |          | 9044/? [58:59<00:00,  2.56it/s]
Epoch 0: |          | 9045/? [58:59<00:00,  2.56it/s]
Epoch 0: |          | 9045/? [58:59<00:00,  2.56it/s]
Epoch 0: |          | 9046/? [59:00<00:00,  2.56it/s]
Epoch 0: |          | 9046/? [59:00<00:00,  2.56it/s]
Epoch 0: |          | 9047/? [59:00<00:00,  2.56it/s]
Epoch 0: |          | 9047/? [59:00<00:00,  2.56it/s]
Epoch 0: |          | 9048/? [59:00<00:00,  2.56it/s]
Epoch 0: |          | 9048/? [59:00<00:00,  2.56it/s]
Epoch 0: |          | 9049/? [59:01<00:00,  2.56it/s]
Epoch 0: |          | 9049/? [59:01<00:00,  2.56it/s]
Epoch 0: |          | 9050/? [59:01<00:00,  2.56it/s]
Epoch 0: |          | 9050/? [59:01<00:00,  2.56it/s]
Epoch 0: |          | 9051/? [59:01<00:00,  2.56it/s]
Epoch 0: |          | 9051/? [59:01<00:00,  2.56it/s]
Epoch 0: |          | 9052/? [59:01<00:00,  2.56it/s]
Epoch 0: |          | 9052/? [59:01<00:00,  2.56it/s]
Epoch 0: |          | 9053/? [59:02<00:00,  2.56it/s]
Epoch 0: |          | 9053/? [59:02<00:00,  2.56it/s]
Epoch 0: |          | 9054/? [59:02<00:00,  2.56it/s]
Epoch 0: |          | 9054/? [59:02<00:00,  2.56it/s]
Epoch 0: |          | 9055/? [59:02<00:00,  2.56it/s]
Epoch 0: |          | 9055/? [59:02<00:00,  2.56it/s]
Epoch 0: |          | 9056/? [59:02<00:00,  2.56it/s]
Epoch 0: |          | 9056/? [59:02<00:00,  2.56it/s]
Epoch 0: |          | 9057/? [59:03<00:00,  2.56it/s]
Epoch 0: |          | 9057/? [59:03<00:00,  2.56it/s]
Epoch 0: |          | 9058/? [59:03<00:00,  2.56it/s]
Epoch 0: |          | 9058/? [59:03<00:00,  2.56it/s]
Epoch 0: |          | 9059/? [59:03<00:00,  2.56it/s]
Epoch 0: |          | 9059/? [59:03<00:00,  2.56it/s]
Epoch 0: |          | 9060/? [59:03<00:00,  2.56it/s]
Epoch 0: |          | 9060/? [59:03<00:00,  2.56it/s]
Epoch 0: |          | 9061/? [59:04<00:00,  2.56it/s]
Epoch 0: |          | 9061/? [59:04<00:00,  2.56it/s]
Epoch 0: |          | 9062/? [59:04<00:00,  2.56it/s]
Epoch 0: |          | 9062/? [59:04<00:00,  2.56it/s]
Epoch 0: |          | 9063/? [59:04<00:00,  2.56it/s]
Epoch 0: |          | 9063/? [59:04<00:00,  2.56it/s]
Epoch 0: |          | 9064/? [59:05<00:00,  2.56it/s]
Epoch 0: |          | 9064/? [59:05<00:00,  2.56it/s]
Epoch 0: |          | 9065/? [59:05<00:00,  2.56it/s]
Epoch 0: |          | 9065/? [59:05<00:00,  2.56it/s]
Epoch 0: |          | 9066/? [59:05<00:00,  2.56it/s]
Epoch 0: |          | 9066/? [59:05<00:00,  2.56it/s]
Epoch 0: |          | 9067/? [59:05<00:00,  2.56it/s]
Epoch 0: |          | 9067/? [59:05<00:00,  2.56it/s]
Epoch 0: |          | 9068/? [59:06<00:00,  2.56it/s]
Epoch 0: |          | 9068/? [59:06<00:00,  2.56it/s]
Epoch 0: |          | 9069/? [59:06<00:00,  2.56it/s]
Epoch 0: |          | 9069/? [59:06<00:00,  2.56it/s]
Epoch 0: |          | 9070/? [59:06<00:00,  2.56it/s]
Epoch 0: |          | 9070/? [59:06<00:00,  2.56it/s]
Epoch 0: |          | 9071/? [59:07<00:00,  2.56it/s]
Epoch 0: |          | 9071/? [59:07<00:00,  2.56it/s]
Epoch 0: |          | 9072/? [59:07<00:00,  2.56it/s]
Epoch 0: |          | 9072/? [59:07<00:00,  2.56it/s]
Epoch 0: |          | 9073/? [59:07<00:00,  2.56it/s]
Epoch 0: |          | 9073/? [59:07<00:00,  2.56it/s]
Epoch 0: |          | 9074/? [59:07<00:00,  2.56it/s]
Epoch 0: |          | 9074/? [59:07<00:00,  2.56it/s]
Epoch 0: |          | 9075/? [59:08<00:00,  2.56it/s]
Epoch 0: |          | 9075/? [59:08<00:00,  2.56it/s]
Epoch 0: |          | 9076/? [59:08<00:00,  2.56it/s]
Epoch 0: |          | 9076/? [59:08<00:00,  2.56it/s]
Epoch 0: |          | 9077/? [59:08<00:00,  2.56it/s]
Epoch 0: |          | 9077/? [59:08<00:00,  2.56it/s]
Epoch 0: |          | 9078/? [59:09<00:00,  2.56it/s]
Epoch 0: |          | 9078/? [59:09<00:00,  2.56it/s]
Epoch 0: |          | 9079/? [59:09<00:00,  2.56it/s]
Epoch 0: |          | 9079/? [59:09<00:00,  2.56it/s]
Epoch 0: |          | 9080/? [59:09<00:00,  2.56it/s]
Epoch 0: |          | 9080/? [59:09<00:00,  2.56it/s]
Epoch 0: |          | 9081/? [59:09<00:00,  2.56it/s]
Epoch 0: |          | 9081/? [59:09<00:00,  2.56it/s]
Epoch 0: |          | 9082/? [59:10<00:00,  2.56it/s]
Epoch 0: |          | 9082/? [59:10<00:00,  2.56it/s]
Epoch 0: |          | 9083/? [59:10<00:00,  2.56it/s]
Epoch 0: |          | 9083/? [59:10<00:00,  2.56it/s]
Epoch 0: |          | 9084/? [59:10<00:00,  2.56it/s]
Epoch 0: |          | 9084/? [59:10<00:00,  2.56it/s]
Epoch 0: |          | 9085/? [59:10<00:00,  2.56it/s]
Epoch 0: |          | 9085/? [59:10<00:00,  2.56it/s]
Epoch 0: |          | 9086/? [59:11<00:00,  2.56it/s]
Epoch 0: |          | 9086/? [59:11<00:00,  2.56it/s]
Epoch 0: |          | 9087/? [59:11<00:00,  2.56it/s]
Epoch 0: |          | 9087/? [59:11<00:00,  2.56it/s]
Epoch 0: |          | 9088/? [59:11<00:00,  2.56it/s]
Epoch 0: |          | 9088/? [59:11<00:00,  2.56it/s]
Epoch 0: |          | 9089/? [59:12<00:00,  2.56it/s]
Epoch 0: |          | 9089/? [59:12<00:00,  2.56it/s]
Epoch 0: |          | 9090/? [59:12<00:00,  2.56it/s]
Epoch 0: |          | 9090/? [59:12<00:00,  2.56it/s]
Epoch 0: |          | 9091/? [59:12<00:00,  2.56it/s]
Epoch 0: |          | 9091/? [59:12<00:00,  2.56it/s]
Epoch 0: |          | 9092/? [59:12<00:00,  2.56it/s]
Epoch 0: |          | 9092/? [59:12<00:00,  2.56it/s]
Epoch 0: |          | 9093/? [59:13<00:00,  2.56it/s]
Epoch 0: |          | 9093/? [59:13<00:00,  2.56it/s]
Epoch 0: |          | 9094/? [59:13<00:00,  2.56it/s]
Epoch 0: |          | 9094/? [59:13<00:00,  2.56it/s]
Epoch 0: |          | 9095/? [59:13<00:00,  2.56it/s]
Epoch 0: |          | 9095/? [59:13<00:00,  2.56it/s]
Epoch 0: |          | 9096/? [59:13<00:00,  2.56it/s]
Epoch 0: |          | 9096/? [59:13<00:00,  2.56it/s]
Epoch 0: |          | 9097/? [59:14<00:00,  2.56it/s]
Epoch 0: |          | 9097/? [59:14<00:00,  2.56it/s]
Epoch 0: |          | 9098/? [59:14<00:00,  2.56it/s]
Epoch 0: |          | 9098/? [59:14<00:00,  2.56it/s]
Epoch 0: |          | 9099/? [59:14<00:00,  2.56it/s]
Epoch 0: |          | 9099/? [59:14<00:00,  2.56it/s]
Epoch 0: |          | 9100/? [59:14<00:00,  2.56it/s]
Epoch 0: |          | 9100/? [59:14<00:00,  2.56it/s]
Epoch 0: |          | 9101/? [59:15<00:00,  2.56it/s]
Epoch 0: |          | 9101/? [59:15<00:00,  2.56it/s]
Epoch 0: |          | 9102/? [59:15<00:00,  2.56it/s]
Epoch 0: |          | 9102/? [59:15<00:00,  2.56it/s]
Epoch 0: |          | 9103/? [59:15<00:00,  2.56it/s]
Epoch 0: |          | 9103/? [59:15<00:00,  2.56it/s]
Epoch 0: |          | 9104/? [59:16<00:00,  2.56it/s]
Epoch 0: |          | 9104/? [59:16<00:00,  2.56it/s]
Epoch 0: |          | 9105/? [59:16<00:00,  2.56it/s]
Epoch 0: |          | 9105/? [59:16<00:00,  2.56it/s]
Epoch 0: |          | 9106/? [59:16<00:00,  2.56it/s]
Epoch 0: |          | 9106/? [59:16<00:00,  2.56it/s]
Epoch 0: |          | 9107/? [59:16<00:00,  2.56it/s]
Epoch 0: |          | 9107/? [59:16<00:00,  2.56it/s]
Epoch 0: |          | 9108/? [59:17<00:00,  2.56it/s]
Epoch 0: |          | 9108/? [59:17<00:00,  2.56it/s]
Epoch 0: |          | 9109/? [59:17<00:00,  2.56it/s]
Epoch 0: |          | 9109/? [59:17<00:00,  2.56it/s]
Epoch 0: |          | 9110/? [59:17<00:00,  2.56it/s]
Epoch 0: |          | 9110/? [59:17<00:00,  2.56it/s]
Epoch 0: |          | 9111/? [59:17<00:00,  2.56it/s]
Epoch 0: |          | 9111/? [59:17<00:00,  2.56it/s]
Epoch 0: |          | 9112/? [59:18<00:00,  2.56it/s]
Epoch 0: |          | 9112/? [59:18<00:00,  2.56it/s]
Epoch 0: |          | 9113/? [59:18<00:00,  2.56it/s]
Epoch 0: |          | 9113/? [59:18<00:00,  2.56it/s]
Epoch 0: |          | 9114/? [59:18<00:00,  2.56it/s]
Epoch 0: |          | 9114/? [59:18<00:00,  2.56it/s]
Epoch 0: |          | 9115/? [59:19<00:00,  2.56it/s]
Epoch 0: |          | 9115/? [59:19<00:00,  2.56it/s]
Epoch 0: |          | 9116/? [59:19<00:00,  2.56it/s]
Epoch 0: |          | 9116/? [59:19<00:00,  2.56it/s]
Epoch 0: |          | 9117/? [59:19<00:00,  2.56it/s]
Epoch 0: |          | 9117/? [59:19<00:00,  2.56it/s]
Epoch 0: |          | 9118/? [59:19<00:00,  2.56it/s]
Epoch 0: |          | 9118/? [59:19<00:00,  2.56it/s]
Epoch 0: |          | 9119/? [59:20<00:00,  2.56it/s]
Epoch 0: |          | 9119/? [59:20<00:00,  2.56it/s]
Epoch 0: |          | 9120/? [59:20<00:00,  2.56it/s]
Epoch 0: |          | 9120/? [59:20<00:00,  2.56it/s]
Epoch 0: |          | 9121/? [59:20<00:00,  2.56it/s]
Epoch 0: |          | 9121/? [59:20<00:00,  2.56it/s]
Epoch 0: |          | 9122/? [59:21<00:00,  2.56it/s]
Epoch 0: |          | 9122/? [59:21<00:00,  2.56it/s]
Epoch 0: |          | 9123/? [59:21<00:00,  2.56it/s]
Epoch 0: |          | 9123/? [59:21<00:00,  2.56it/s]
Epoch 0: |          | 9124/? [59:21<00:00,  2.56it/s]
Epoch 0: |          | 9124/? [59:21<00:00,  2.56it/s]
Epoch 0: |          | 9125/? [59:21<00:00,  2.56it/s]
Epoch 0: |          | 9125/? [59:21<00:00,  2.56it/s]
Epoch 0: |          | 9126/? [59:22<00:00,  2.56it/s]
Epoch 0: |          | 9126/? [59:22<00:00,  2.56it/s]
Epoch 0: |          | 9127/? [59:22<00:00,  2.56it/s]
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Epoch 0: |          | 9151/? [59:29<00:00,  2.56it/s]
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Epoch 0: |          | 9159/? [59:31<00:00,  2.56it/s]
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Epoch 0: |          | 9160/? [59:31<00:00,  2.56it/s]
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Epoch 0: |          | 9161/? [59:31<00:00,  2.56it/s]
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Epoch 0: |          | 9162/? [59:32<00:00,  2.56it/s]
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Epoch 0: |          | 9166/? [59:33<00:00,  2.57it/s]
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Epoch 0: |          | 9167/? [59:33<00:00,  2.57it/s]
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Epoch 0: |          | 9169/? [59:33<00:00,  2.57it/s]
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Epoch 0: |          | 9170/? [59:34<00:00,  2.57it/s]
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Epoch 0: |          | 9171/? [59:34<00:00,  2.57it/s]
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Epoch 0: |          | 9172/? [59:34<00:00,  2.57it/s]
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Epoch 0: |          | 9173/? [59:34<00:00,  2.57it/s]
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Epoch 0: |          | 9174/? [59:35<00:00,  2.57it/s]
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Epoch 0: |          | 9175/? [59:35<00:00,  2.57it/s]
Epoch 0: |          | 9175/? [59:35<00:00,  2.57it/s]
Epoch 0: |          | 9176/? [59:35<00:00,  2.57it/s]
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Epoch 0: |          | 9177/? [59:36<00:00,  2.57it/s]
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Epoch 0: |          | 9178/? [59:36<00:00,  2.57it/s]
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Epoch 0: |          | 9179/? [59:36<00:00,  2.57it/s]
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Epoch 0: |          | 9180/? [59:36<00:00,  2.57it/s]
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Epoch 0: |          | 9181/? [59:37<00:00,  2.57it/s]
Epoch 0: |          | 9181/? [59:37<00:00,  2.57it/s]
Epoch 0: |          | 9182/? [59:37<00:00,  2.57it/s]
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Epoch 0: |          | 9184/? [59:38<00:00,  2.57it/s]
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Epoch 0: |          | 9188/? [59:39<00:00,  2.57it/s]
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Epoch 0: |          | 9189/? [59:39<00:00,  2.57it/s]
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Epoch 0: |          | 9190/? [59:39<00:00,  2.57it/s]
Epoch 0: |          | 9190/? [59:39<00:00,  2.57it/s]
Epoch 0: |          | 9191/? [59:39<00:00,  2.57it/s]
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Epoch 0: |          | 9192/? [59:40<00:00,  2.57it/s]
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Epoch 0: |          | 9193/? [59:40<00:00,  2.57it/s]
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Epoch 0: |          | 9197/? [59:41<00:00,  2.57it/s]
Epoch 0: |          | 9197/? [59:41<00:00,  2.57it/s]
Epoch 0: |          | 9198/? [59:41<00:00,  2.57it/s]
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Epoch 0: |          | 9199/? [59:42<00:00,  2.57it/s]
Epoch 0: |          | 9199/? [59:42<00:00,  2.57it/s]
Epoch 0: |          | 9200/? [59:42<00:00,  2.57it/s]
Epoch 0: |          | 9200/? [59:42<00:00,  2.57it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.85it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.43it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.51it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.14it/s]

Epoch 0: |          | 9200/? [59:42<00:00,  2.57it/s]
Epoch 0: |          | 9201/? [59:43<00:00,  2.57it/s]
Epoch 0: |          | 9201/? [59:43<00:00,  2.57it/s]
Epoch 0: |          | 9202/? [59:43<00:00,  2.57it/s]
Epoch 0: |          | 9202/? [59:43<00:00,  2.57it/s]
Epoch 0: |          | 9203/? [59:43<00:00,  2.57it/s]
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Epoch 0: |          | 9204/? [59:43<00:00,  2.57it/s]
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Epoch 0: |          | 9205/? [59:44<00:00,  2.57it/s]
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Epoch 0: |          | 9206/? [59:44<00:00,  2.57it/s]
Epoch 0: |          | 9206/? [59:44<00:00,  2.57it/s]
Epoch 0: |          | 9207/? [59:44<00:00,  2.57it/s]
Epoch 0: |          | 9207/? [59:44<00:00,  2.57it/s]
Epoch 0: |          | 9208/? [59:44<00:00,  2.57it/s]
Epoch 0: |          | 9208/? [59:44<00:00,  2.57it/s]
Epoch 0: |          | 9209/? [59:45<00:00,  2.57it/s]
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Epoch 0: |          | 9210/? [59:45<00:00,  2.57it/s]
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Epoch 0: |          | 9211/? [59:45<00:00,  2.57it/s]
Epoch 0: |          | 9211/? [59:45<00:00,  2.57it/s]
Epoch 0: |          | 9212/? [59:46<00:00,  2.57it/s]
Epoch 0: |          | 9212/? [59:46<00:00,  2.57it/s]
Epoch 0: |          | 9213/? [59:46<00:00,  2.57it/s]
Epoch 0: |          | 9213/? [59:46<00:00,  2.57it/s]
Epoch 0: |          | 9214/? [59:46<00:00,  2.57it/s]
Epoch 0: |          | 9214/? [59:46<00:00,  2.57it/s]
Epoch 0: |          | 9215/? [59:46<00:00,  2.57it/s]
Epoch 0: |          | 9215/? [59:46<00:00,  2.57it/s]
Epoch 0: |          | 9216/? [59:47<00:00,  2.57it/s]
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Epoch 0: |          | 9217/? [59:47<00:00,  2.57it/s]
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Epoch 0: |          | 9218/? [59:47<00:00,  2.57it/s]
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Epoch 0: |          | 9219/? [59:47<00:00,  2.57it/s]
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Epoch 0: |          | 9220/? [59:48<00:00,  2.57it/s]
Epoch 0: |          | 9220/? [59:48<00:00,  2.57it/s]
Epoch 0: |          | 9221/? [59:48<00:00,  2.57it/s]
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Epoch 0: |          | 9222/? [59:48<00:00,  2.57it/s]
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Epoch 0: |          | 9223/? [59:48<00:00,  2.57it/s]
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Epoch 0: |          | 9224/? [59:49<00:00,  2.57it/s]
Epoch 0: |          | 9224/? [59:49<00:00,  2.57it/s]
Epoch 0: |          | 9225/? [59:49<00:00,  2.57it/s]
Epoch 0: |          | 9225/? [59:49<00:00,  2.57it/s]
Epoch 0: |          | 9226/? [59:49<00:00,  2.57it/s]
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Epoch 0: |          | 9227/? [59:50<00:00,  2.57it/s]
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Epoch 0: |          | 9228/? [59:50<00:00,  2.57it/s]
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Epoch 0: |          | 9229/? [59:50<00:00,  2.57it/s]
Epoch 0: |          | 9229/? [59:50<00:00,  2.57it/s]
Epoch 0: |          | 9230/? [59:50<00:00,  2.57it/s]
Epoch 0: |          | 9230/? [59:50<00:00,  2.57it/s]
Epoch 0: |          | 9231/? [59:51<00:00,  2.57it/s]
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Epoch 0: |          | 9232/? [59:51<00:00,  2.57it/s]
Epoch 0: |          | 9232/? [59:51<00:00,  2.57it/s]
Epoch 0: |          | 9233/? [59:51<00:00,  2.57it/s]
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Epoch 0: |          | 9234/? [59:52<00:00,  2.57it/s]
Epoch 0: |          | 9234/? [59:52<00:00,  2.57it/s]
Epoch 0: |          | 9235/? [59:52<00:00,  2.57it/s]
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Epoch 0: |          | 9236/? [59:52<00:00,  2.57it/s]
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Epoch 0: |          | 9238/? [59:53<00:00,  2.57it/s]
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Epoch 0: |          | 9240/? [59:53<00:00,  2.57it/s]
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Epoch 0: |          | 9241/? [59:53<00:00,  2.57it/s]
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Epoch 0: |          | 9245/? [59:55<00:00,  2.57it/s]
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Epoch 0: |          | 9247/? [59:55<00:00,  2.57it/s]
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Epoch 0: |          | 9249/? [59:56<00:00,  2.57it/s]
Epoch 0: |          | 9249/? [59:56<00:00,  2.57it/s]
Epoch 0: |          | 9250/? [59:56<00:00,  2.57it/s]
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Epoch 0: |          | 9251/? [59:56<00:00,  2.57it/s]
Epoch 0: |          | 9252/? [59:56<00:00,  2.57it/s]
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Epoch 0: |          | 9253/? [59:57<00:00,  2.57it/s]
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Epoch 0: |          | 9254/? [59:57<00:00,  2.57it/s]
Epoch 0: |          | 9254/? [59:57<00:00,  2.57it/s]
Epoch 0: |          | 9255/? [59:57<00:00,  2.57it/s]
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Epoch 0: |          | 9256/? [59:58<00:00,  2.57it/s]
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Epoch 0: |          | 9259/? [59:59<00:00,  2.57it/s]
Epoch 0: |          | 9260/? [59:59<00:00,  2.57it/s]
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Epoch 0: |          | 9261/? [59:59<00:00,  2.57it/s]
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Epoch 0: |          | 9393/? [1:00:35<00:00,  2.58it/s]
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Epoch 0: |          | 9400/? [1:00:37<00:00,  2.58it/s]
Epoch 0: |          | 9400/? [1:00:37<00:00,  2.58it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.48it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.41it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.52it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.78it/s]

Epoch 0: |          | 9400/? [1:00:37<00:00,  2.58it/s]
Epoch 0: |          | 9401/? [1:00:38<00:00,  2.58it/s]
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Epoch 0: |          | 9411/? [1:00:40<00:00,  2.58it/s]
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Epoch 0: |          | 9412/? [1:00:41<00:00,  2.58it/s]
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Epoch 0: |          | 9413/? [1:00:41<00:00,  2.59it/s]
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Epoch 0: |          | 9414/? [1:00:41<00:00,  2.59it/s]
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Epoch 0: |          | 9415/? [1:00:41<00:00,  2.59it/s]
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Epoch 0: |          | 9416/? [1:00:42<00:00,  2.59it/s]
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Epoch 0: |          | 9417/? [1:00:42<00:00,  2.59it/s]
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Epoch 0: |          | 9419/? [1:00:42<00:00,  2.59it/s]
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Epoch 0: |          | 9420/? [1:00:43<00:00,  2.59it/s]
Epoch 0: |          | 9420/? [1:00:43<00:00,  2.59it/s]
Epoch 0: |          | 9421/? [1:00:43<00:00,  2.59it/s]
Epoch 0: |          | 9421/? [1:00:43<00:00,  2.59it/s]
Epoch 0: |          | 9422/? [1:00:43<00:00,  2.59it/s]
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Epoch 0: |          | 9423/? [1:00:44<00:00,  2.59it/s]
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Epoch 0: |          | 9425/? [1:00:44<00:00,  2.59it/s]
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Epoch 0: |          | 9426/? [1:00:44<00:00,  2.59it/s]
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Epoch 0: |          | 9427/? [1:00:45<00:00,  2.59it/s]
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Epoch 0: |          | 9428/? [1:00:45<00:00,  2.59it/s]
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Epoch 0: |          | 9429/? [1:00:45<00:00,  2.59it/s]
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Epoch 0: |          | 9430/? [1:00:45<00:00,  2.59it/s]
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Epoch 0: |          | 9431/? [1:00:46<00:00,  2.59it/s]
Epoch 0: |          | 9431/? [1:00:46<00:00,  2.59it/s]
Epoch 0: |          | 9432/? [1:00:46<00:00,  2.59it/s]
Epoch 0: |          | 9432/? [1:00:46<00:00,  2.59it/s]
Epoch 0: |          | 9433/? [1:00:46<00:00,  2.59it/s]
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Epoch 0: |          | 9434/? [1:00:46<00:00,  2.59it/s]
Epoch 0: |          | 9434/? [1:00:46<00:00,  2.59it/s]
Epoch 0: |          | 9435/? [1:00:47<00:00,  2.59it/s]
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Epoch 0: |          | 9436/? [1:00:47<00:00,  2.59it/s]
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Epoch 0: |          | 9437/? [1:00:47<00:00,  2.59it/s]
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Epoch 0: |          | 9438/? [1:00:48<00:00,  2.59it/s]
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Epoch 0: |          | 9439/? [1:00:48<00:00,  2.59it/s]
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Epoch 0: |          | 9440/? [1:00:48<00:00,  2.59it/s]
Epoch 0: |          | 9440/? [1:00:48<00:00,  2.59it/s]
Epoch 0: |          | 9441/? [1:00:48<00:00,  2.59it/s]
Epoch 0: |          | 9441/? [1:00:48<00:00,  2.59it/s]
Epoch 0: |          | 9442/? [1:00:49<00:00,  2.59it/s]
Epoch 0: |          | 9442/? [1:00:49<00:00,  2.59it/s]
Epoch 0: |          | 9443/? [1:00:49<00:00,  2.59it/s]
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Epoch 0: |          | 9444/? [1:00:49<00:00,  2.59it/s]
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Epoch 0: |          | 9446/? [1:00:50<00:00,  2.59it/s]
Epoch 0: |          | 9446/? [1:00:50<00:00,  2.59it/s]
Epoch 0: |          | 9447/? [1:00:50<00:00,  2.59it/s]
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Epoch 0: |          | 9448/? [1:00:50<00:00,  2.59it/s]
Epoch 0: |          | 9448/? [1:00:50<00:00,  2.59it/s]
Epoch 0: |          | 9449/? [1:00:51<00:00,  2.59it/s]
Epoch 0: |          | 9449/? [1:00:51<00:00,  2.59it/s]
Epoch 0: |          | 9450/? [1:00:51<00:00,  2.59it/s]
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Epoch 0: |          | 9451/? [1:00:51<00:00,  2.59it/s]
Epoch 0: |          | 9451/? [1:00:51<00:00,  2.59it/s]
Epoch 0: |          | 9452/? [1:00:51<00:00,  2.59it/s]
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Epoch 0: |          | 9454/? [1:00:52<00:00,  2.59it/s]
Epoch 0: |          | 9454/? [1:00:52<00:00,  2.59it/s]
Epoch 0: |          | 9455/? [1:00:52<00:00,  2.59it/s]
Epoch 0: |          | 9455/? [1:00:52<00:00,  2.59it/s]
Epoch 0: |          | 9456/? [1:00:52<00:00,  2.59it/s]
Epoch 0: |          | 9456/? [1:00:52<00:00,  2.59it/s]
Epoch 0: |          | 9457/? [1:00:53<00:00,  2.59it/s]
Epoch 0: |          | 9457/? [1:00:53<00:00,  2.59it/s]
Epoch 0: |          | 9458/? [1:00:53<00:00,  2.59it/s]
Epoch 0: |          | 9458/? [1:00:53<00:00,  2.59it/s]
Epoch 0: |          | 9459/? [1:00:53<00:00,  2.59it/s]
Epoch 0: |          | 9459/? [1:00:53<00:00,  2.59it/s]
Epoch 0: |          | 9460/? [1:00:54<00:00,  2.59it/s]
Epoch 0: |          | 9460/? [1:00:54<00:00,  2.59it/s]
Epoch 0: |          | 9461/? [1:00:54<00:00,  2.59it/s]
Epoch 0: |          | 9461/? [1:00:54<00:00,  2.59it/s]
Epoch 0: |          | 9462/? [1:00:54<00:00,  2.59it/s]
Epoch 0: |          | 9462/? [1:00:54<00:00,  2.59it/s]
Epoch 0: |          | 9463/? [1:00:54<00:00,  2.59it/s]
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Epoch 0: |          | 9464/? [1:00:55<00:00,  2.59it/s]
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Epoch 0: |          | 9465/? [1:00:55<00:00,  2.59it/s]
Epoch 0: |          | 9465/? [1:00:55<00:00,  2.59it/s]
Epoch 0: |          | 9466/? [1:00:55<00:00,  2.59it/s]
Epoch 0: |          | 9466/? [1:00:55<00:00,  2.59it/s]
Epoch 0: |          | 9467/? [1:00:55<00:00,  2.59it/s]
Epoch 0: |          | 9467/? [1:00:55<00:00,  2.59it/s]
Epoch 0: |          | 9468/? [1:00:56<00:00,  2.59it/s]
Epoch 0: |          | 9468/? [1:00:56<00:00,  2.59it/s]
Epoch 0: |          | 9469/? [1:00:56<00:00,  2.59it/s]
Epoch 0: |          | 9469/? [1:00:56<00:00,  2.59it/s]
Epoch 0: |          | 9470/? [1:00:56<00:00,  2.59it/s]
Epoch 0: |          | 9470/? [1:00:56<00:00,  2.59it/s]
Epoch 0: |          | 9471/? [1:00:57<00:00,  2.59it/s]
Epoch 0: |          | 9471/? [1:00:57<00:00,  2.59it/s]
Epoch 0: |          | 9472/? [1:00:57<00:00,  2.59it/s]
Epoch 0: |          | 9472/? [1:00:57<00:00,  2.59it/s]
Epoch 0: |          | 9473/? [1:00:57<00:00,  2.59it/s]
Epoch 0: |          | 9473/? [1:00:57<00:00,  2.59it/s]
Epoch 0: |          | 9474/? [1:00:57<00:00,  2.59it/s]
Epoch 0: |          | 9474/? [1:00:57<00:00,  2.59it/s]
Epoch 0: |          | 9475/? [1:00:58<00:00,  2.59it/s]
Epoch 0: |          | 9475/? [1:00:58<00:00,  2.59it/s]
Epoch 0: |          | 9476/? [1:00:58<00:00,  2.59it/s]
Epoch 0: |          | 9476/? [1:00:58<00:00,  2.59it/s]
Epoch 0: |          | 9477/? [1:00:58<00:00,  2.59it/s]
Epoch 0: |          | 9477/? [1:00:58<00:00,  2.59it/s]
Epoch 0: |          | 9478/? [1:00:58<00:00,  2.59it/s]
Epoch 0: |          | 9478/? [1:00:58<00:00,  2.59it/s]
Epoch 0: |          | 9479/? [1:00:59<00:00,  2.59it/s]
Epoch 0: |          | 9479/? [1:00:59<00:00,  2.59it/s]
Epoch 0: |          | 9480/? [1:00:59<00:00,  2.59it/s]
Epoch 0: |          | 9480/? [1:00:59<00:00,  2.59it/s]
Epoch 0: |          | 9481/? [1:00:59<00:00,  2.59it/s]
Epoch 0: |          | 9481/? [1:00:59<00:00,  2.59it/s]
Epoch 0: |          | 9482/? [1:01:00<00:00,  2.59it/s]
Epoch 0: |          | 9482/? [1:01:00<00:00,  2.59it/s]
Epoch 0: |          | 9483/? [1:01:00<00:00,  2.59it/s]
Epoch 0: |          | 9483/? [1:01:00<00:00,  2.59it/s]
Epoch 0: |          | 9484/? [1:01:00<00:00,  2.59it/s]
Epoch 0: |          | 9484/? [1:01:00<00:00,  2.59it/s]
Epoch 0: |          | 9485/? [1:01:00<00:00,  2.59it/s]
Epoch 0: |          | 9485/? [1:01:00<00:00,  2.59it/s]
Epoch 0: |          | 9486/? [1:01:01<00:00,  2.59it/s]
Epoch 0: |          | 9486/? [1:01:01<00:00,  2.59it/s]
Epoch 0: |          | 9487/? [1:01:01<00:00,  2.59it/s]
Epoch 0: |          | 9487/? [1:01:01<00:00,  2.59it/s]
Epoch 0: |          | 9488/? [1:01:01<00:00,  2.59it/s]
Epoch 0: |          | 9488/? [1:01:01<00:00,  2.59it/s]
Epoch 0: |          | 9489/? [1:01:01<00:00,  2.59it/s]
Epoch 0: |          | 9489/? [1:01:01<00:00,  2.59it/s]
Epoch 0: |          | 9490/? [1:01:02<00:00,  2.59it/s]
Epoch 0: |          | 9490/? [1:01:02<00:00,  2.59it/s]
Epoch 0: |          | 9491/? [1:01:02<00:00,  2.59it/s]
Epoch 0: |          | 9491/? [1:01:02<00:00,  2.59it/s]
Epoch 0: |          | 9492/? [1:01:02<00:00,  2.59it/s]
Epoch 0: |          | 9492/? [1:01:02<00:00,  2.59it/s]
Epoch 0: |          | 9493/? [1:01:03<00:00,  2.59it/s]
Epoch 0: |          | 9493/? [1:01:03<00:00,  2.59it/s]
Epoch 0: |          | 9494/? [1:01:03<00:00,  2.59it/s]
Epoch 0: |          | 9494/? [1:01:03<00:00,  2.59it/s]
Epoch 0: |          | 9495/? [1:01:03<00:00,  2.59it/s]
Epoch 0: |          | 9495/? [1:01:03<00:00,  2.59it/s]
Epoch 0: |          | 9496/? [1:01:03<00:00,  2.59it/s]
Epoch 0: |          | 9496/? [1:01:03<00:00,  2.59it/s]
Epoch 0: |          | 9497/? [1:01:04<00:00,  2.59it/s]
Epoch 0: |          | 9497/? [1:01:04<00:00,  2.59it/s]
Epoch 0: |          | 9498/? [1:01:04<00:00,  2.59it/s]
Epoch 0: |          | 9498/? [1:01:04<00:00,  2.59it/s]
Epoch 0: |          | 9499/? [1:01:04<00:00,  2.59it/s]
Epoch 0: |          | 9499/? [1:01:04<00:00,  2.59it/s]
Epoch 0: |          | 9500/? [1:01:04<00:00,  2.59it/s]
Epoch 0: |          | 9500/? [1:01:04<00:00,  2.59it/s]
Epoch 0: |          | 9501/? [1:01:05<00:00,  2.59it/s]
Epoch 0: |          | 9501/? [1:01:05<00:00,  2.59it/s]
Epoch 0: |          | 9502/? [1:01:05<00:00,  2.59it/s]
Epoch 0: |          | 9502/? [1:01:05<00:00,  2.59it/s]
Epoch 0: |          | 9503/? [1:01:05<00:00,  2.59it/s]
Epoch 0: |          | 9503/? [1:01:05<00:00,  2.59it/s]
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Epoch 0: |          | 9509/? [1:01:07<00:00,  2.59it/s]
Epoch 0: |          | 9509/? [1:01:07<00:00,  2.59it/s]
Epoch 0: |          | 9510/? [1:01:07<00:00,  2.59it/s]
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Epoch 0: |          | 9511/? [1:01:07<00:00,  2.59it/s]
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Epoch 0: |          | 9512/? [1:01:08<00:00,  2.59it/s]
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Epoch 0: |          | 9513/? [1:01:08<00:00,  2.59it/s]
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Epoch 0: |          | 9514/? [1:01:08<00:00,  2.59it/s]
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Epoch 0: |          | 9515/? [1:01:08<00:00,  2.59it/s]
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Epoch 0: |          | 9520/? [1:01:10<00:00,  2.59it/s]
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Epoch 0: |          | 9567/? [1:01:23<00:00,  2.60it/s]
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Epoch 0: |          | 9569/? [1:01:23<00:00,  2.60it/s]
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Epoch 0: |          | 9570/? [1:01:23<00:00,  2.60it/s]
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Epoch 0: |          | 9571/? [1:01:24<00:00,  2.60it/s]
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Epoch 0: |          | 9573/? [1:01:24<00:00,  2.60it/s]
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Epoch 0: |          | 9577/? [1:01:25<00:00,  2.60it/s]
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Epoch 0: |          | 9578/? [1:01:26<00:00,  2.60it/s]
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Epoch 0: |          | 9579/? [1:01:26<00:00,  2.60it/s]
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Epoch 0: |          | 9580/? [1:01:26<00:00,  2.60it/s]
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Epoch 0: |          | 9581/? [1:01:26<00:00,  2.60it/s]
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Epoch 0: |          | 9582/? [1:01:27<00:00,  2.60it/s]
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Epoch 0: |          | 9583/? [1:01:27<00:00,  2.60it/s]
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Epoch 0: |          | 9586/? [1:01:28<00:00,  2.60it/s]
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Epoch 0: |          | 9589/? [1:01:29<00:00,  2.60it/s]
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Epoch 0: |          | 9591/? [1:01:29<00:00,  2.60it/s]
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Epoch 0: |          | 9592/? [1:01:29<00:00,  2.60it/s]
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Epoch 0: |          | 9597/? [1:01:31<00:00,  2.60it/s]
Epoch 0: |          | 9597/? [1:01:31<00:00,  2.60it/s]
Epoch 0: |          | 9598/? [1:01:31<00:00,  2.60it/s]
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Epoch 0: |          | 9599/? [1:01:31<00:00,  2.60it/s]
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Epoch 0: |          | 9600/? [1:01:32<00:00,  2.60it/s]
Epoch 0: |          | 9600/? [1:01:32<00:00,  2.60it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.62it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.61it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.69it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.28it/s]

Epoch 0: |          | 9600/? [1:01:32<00:00,  2.60it/s]
Epoch 0: |          | 9601/? [1:01:32<00:00,  2.60it/s]
Epoch 0: |          | 9601/? [1:01:32<00:00,  2.60it/s]
Epoch 0: |          | 9602/? [1:01:32<00:00,  2.60it/s]
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Epoch 0: |          | 9603/? [1:01:33<00:00,  2.60it/s]
Epoch 0: |          | 9603/? [1:01:33<00:00,  2.60it/s]
Epoch 0: |          | 9604/? [1:01:33<00:00,  2.60it/s]
Epoch 0: |          | 9604/? [1:01:33<00:00,  2.60it/s]
Epoch 0: |          | 9605/? [1:01:33<00:00,  2.60it/s]
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Epoch 0: |          | 9606/? [1:01:33<00:00,  2.60it/s]
Epoch 0: |          | 9606/? [1:01:33<00:00,  2.60it/s]
Epoch 0: |          | 9607/? [1:01:34<00:00,  2.60it/s]
Epoch 0: |          | 9607/? [1:01:34<00:00,  2.60it/s]
Epoch 0: |          | 9608/? [1:01:34<00:00,  2.60it/s]
Epoch 0: |          | 9608/? [1:01:34<00:00,  2.60it/s]
Epoch 0: |          | 9609/? [1:01:34<00:00,  2.60it/s]
Epoch 0: |          | 9609/? [1:01:34<00:00,  2.60it/s]
Epoch 0: |          | 9610/? [1:01:35<00:00,  2.60it/s]
Epoch 0: |          | 9610/? [1:01:35<00:00,  2.60it/s]
Epoch 0: |          | 9611/? [1:01:35<00:00,  2.60it/s]
Epoch 0: |          | 9611/? [1:01:35<00:00,  2.60it/s]
Epoch 0: |          | 9612/? [1:01:35<00:00,  2.60it/s]
Epoch 0: |          | 9612/? [1:01:35<00:00,  2.60it/s]
Epoch 0: |          | 9613/? [1:01:35<00:00,  2.60it/s]
Epoch 0: |          | 9613/? [1:01:35<00:00,  2.60it/s]
Epoch 0: |          | 9614/? [1:01:36<00:00,  2.60it/s]
Epoch 0: |          | 9614/? [1:01:36<00:00,  2.60it/s]
Epoch 0: |          | 9615/? [1:01:36<00:00,  2.60it/s]
Epoch 0: |          | 9615/? [1:01:36<00:00,  2.60it/s]
Epoch 0: |          | 9616/? [1:01:36<00:00,  2.60it/s]
Epoch 0: |          | 9616/? [1:01:36<00:00,  2.60it/s]
Epoch 0: |          | 9617/? [1:01:36<00:00,  2.60it/s]
Epoch 0: |          | 9617/? [1:01:36<00:00,  2.60it/s]
Epoch 0: |          | 9618/? [1:01:37<00:00,  2.60it/s]
Epoch 0: |          | 9618/? [1:01:37<00:00,  2.60it/s]
Epoch 0: |          | 9619/? [1:01:37<00:00,  2.60it/s]
Epoch 0: |          | 9619/? [1:01:37<00:00,  2.60it/s]
Epoch 0: |          | 9620/? [1:01:37<00:00,  2.60it/s]
Epoch 0: |          | 9620/? [1:01:37<00:00,  2.60it/s]
Epoch 0: |          | 9621/? [1:01:38<00:00,  2.60it/s]
Epoch 0: |          | 9621/? [1:01:38<00:00,  2.60it/s]
Epoch 0: |          | 9622/? [1:01:38<00:00,  2.60it/s]
Epoch 0: |          | 9622/? [1:01:38<00:00,  2.60it/s]
Epoch 0: |          | 9623/? [1:01:38<00:00,  2.60it/s]
Epoch 0: |          | 9623/? [1:01:38<00:00,  2.60it/s]
Epoch 0: |          | 9624/? [1:01:38<00:00,  2.60it/s]
Epoch 0: |          | 9624/? [1:01:38<00:00,  2.60it/s]
Epoch 0: |          | 9625/? [1:01:39<00:00,  2.60it/s]
Epoch 0: |          | 9625/? [1:01:39<00:00,  2.60it/s]
Epoch 0: |          | 9626/? [1:01:39<00:00,  2.60it/s]
Epoch 0: |          | 9626/? [1:01:39<00:00,  2.60it/s]
Epoch 0: |          | 9627/? [1:01:39<00:00,  2.60it/s]
Epoch 0: |          | 9627/? [1:01:39<00:00,  2.60it/s]
Epoch 0: |          | 9628/? [1:01:39<00:00,  2.60it/s]
Epoch 0: |          | 9628/? [1:01:39<00:00,  2.60it/s]
Epoch 0: |          | 9629/? [1:01:40<00:00,  2.60it/s]
Epoch 0: |          | 9629/? [1:01:40<00:00,  2.60it/s]
Epoch 0: |          | 9630/? [1:01:40<00:00,  2.60it/s]
Epoch 0: |          | 9630/? [1:01:40<00:00,  2.60it/s]
Epoch 0: |          | 9631/? [1:01:40<00:00,  2.60it/s]
Epoch 0: |          | 9631/? [1:01:40<00:00,  2.60it/s]
Epoch 0: |          | 9632/? [1:01:41<00:00,  2.60it/s]
Epoch 0: |          | 9632/? [1:01:41<00:00,  2.60it/s]
Epoch 0: |          | 9633/? [1:01:41<00:00,  2.60it/s]
Epoch 0: |          | 9633/? [1:01:41<00:00,  2.60it/s]
Epoch 0: |          | 9634/? [1:01:41<00:00,  2.60it/s]
Epoch 0: |          | 9634/? [1:01:41<00:00,  2.60it/s]
Epoch 0: |          | 9635/? [1:01:41<00:00,  2.60it/s]
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Epoch 0: |          | 9636/? [1:01:42<00:00,  2.60it/s]
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Epoch 0: |          | 9637/? [1:01:42<00:00,  2.60it/s]
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Epoch 0: |          | 9638/? [1:01:42<00:00,  2.60it/s]
Epoch 0: |          | 9638/? [1:01:42<00:00,  2.60it/s]
Epoch 0: |          | 9639/? [1:01:42<00:00,  2.60it/s]
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Epoch 0: |          | 9640/? [1:01:43<00:00,  2.60it/s]
Epoch 0: |          | 9640/? [1:01:43<00:00,  2.60it/s]
Epoch 0: |          | 9641/? [1:01:43<00:00,  2.60it/s]
Epoch 0: |          | 9641/? [1:01:43<00:00,  2.60it/s]
Epoch 0: |          | 9642/? [1:01:43<00:00,  2.60it/s]
Epoch 0: |          | 9642/? [1:01:43<00:00,  2.60it/s]
Epoch 0: |          | 9643/? [1:01:44<00:00,  2.60it/s]
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Epoch 0: |          | 9644/? [1:01:44<00:00,  2.60it/s]
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Epoch 0: |          | 9645/? [1:01:44<00:00,  2.60it/s]
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Epoch 0: |          | 9646/? [1:01:44<00:00,  2.60it/s]
Epoch 0: |          | 9646/? [1:01:44<00:00,  2.60it/s]
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Epoch 0: |          | 9731/? [1:02:07<00:00,  2.61it/s]
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Epoch 0: |          | 9778/? [1:02:20<00:00,  2.61it/s]
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Epoch 0: |          | 9780/? [1:02:21<00:00,  2.61it/s]
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Epoch 0: |          | 9781/? [1:02:21<00:00,  2.61it/s]
Epoch 0: |          | 9781/? [1:02:21<00:00,  2.61it/s]
Epoch 0: |          | 9782/? [1:02:21<00:00,  2.61it/s]
Epoch 0: |          | 9782/? [1:02:21<00:00,  2.61it/s]
Epoch 0: |          | 9783/? [1:02:21<00:00,  2.61it/s]
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Epoch 0: |          | 9784/? [1:02:22<00:00,  2.61it/s]
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Epoch 0: |          | 9787/? [1:02:23<00:00,  2.61it/s]
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Epoch 0: |          | 9791/? [1:02:24<00:00,  2.62it/s]
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Epoch 0: |          | 9798/? [1:02:26<00:00,  2.62it/s]
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Epoch 0: |          | 9800/? [1:02:26<00:00,  2.62it/s]
Epoch 0: |          | 9800/? [1:02:26<00:00,  2.62it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.64it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.34it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.36it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.82it/s]

Epoch 0: |          | 9800/? [1:02:26<00:00,  2.62it/s]
Epoch 0: |          | 9801/? [1:02:27<00:00,  2.62it/s]
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Epoch 0: |          | 9802/? [1:02:27<00:00,  2.62it/s]
Epoch 0: |          | 9802/? [1:02:27<00:00,  2.62it/s]
Epoch 0: |          | 9803/? [1:02:27<00:00,  2.62it/s]
Epoch 0: |          | 9803/? [1:02:27<00:00,  2.62it/s]
Epoch 0: |          | 9804/? [1:02:27<00:00,  2.62it/s]
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Epoch 0: |          | 9805/? [1:02:28<00:00,  2.62it/s]
Epoch 0: |          | 9805/? [1:02:28<00:00,  2.62it/s]
Epoch 0: |          | 9806/? [1:02:28<00:00,  2.62it/s]
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Epoch 0: |          | 9807/? [1:02:28<00:00,  2.62it/s]
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Epoch 0: |          | 9808/? [1:02:29<00:00,  2.62it/s]
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Epoch 0: |          | 9809/? [1:02:29<00:00,  2.62it/s]
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Epoch 0: |          | 9810/? [1:02:29<00:00,  2.62it/s]
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Epoch 0: |          | 9811/? [1:02:29<00:00,  2.62it/s]
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Epoch 0: |          | 9812/? [1:02:30<00:00,  2.62it/s]
Epoch 0: |          | 9812/? [1:02:30<00:00,  2.62it/s]
Epoch 0: |          | 9813/? [1:02:30<00:00,  2.62it/s]
Epoch 0: |          | 9813/? [1:02:30<00:00,  2.62it/s]
Epoch 0: |          | 9814/? [1:02:30<00:00,  2.62it/s]
Epoch 0: |          | 9814/? [1:02:30<00:00,  2.62it/s]
Epoch 0: |          | 9815/? [1:02:30<00:00,  2.62it/s]
Epoch 0: |          | 9815/? [1:02:30<00:00,  2.62it/s]
Epoch 0: |          | 9816/? [1:02:31<00:00,  2.62it/s]
Epoch 0: |          | 9816/? [1:02:31<00:00,  2.62it/s]
Epoch 0: |          | 9817/? [1:02:31<00:00,  2.62it/s]
Epoch 0: |          | 9817/? [1:02:31<00:00,  2.62it/s]
Epoch 0: |          | 9818/? [1:02:31<00:00,  2.62it/s]
Epoch 0: |          | 9818/? [1:02:31<00:00,  2.62it/s]
Epoch 0: |          | 9819/? [1:02:32<00:00,  2.62it/s]
Epoch 0: |          | 9819/? [1:02:32<00:00,  2.62it/s]
Epoch 0: |          | 9820/? [1:02:32<00:00,  2.62it/s]
Epoch 0: |          | 9820/? [1:02:32<00:00,  2.62it/s]
Epoch 0: |          | 9821/? [1:02:32<00:00,  2.62it/s]
Epoch 0: |          | 9821/? [1:02:32<00:00,  2.62it/s]
Epoch 0: |          | 9822/? [1:02:32<00:00,  2.62it/s]
Epoch 0: |          | 9822/? [1:02:32<00:00,  2.62it/s]
Epoch 0: |          | 9823/? [1:02:33<00:00,  2.62it/s]
Epoch 0: |          | 9823/? [1:02:33<00:00,  2.62it/s]
Epoch 0: |          | 9824/? [1:02:33<00:00,  2.62it/s]
Epoch 0: |          | 9824/? [1:02:33<00:00,  2.62it/s]
Epoch 0: |          | 9825/? [1:02:33<00:00,  2.62it/s]
Epoch 0: |          | 9825/? [1:02:33<00:00,  2.62it/s]
Epoch 0: |          | 9826/? [1:02:33<00:00,  2.62it/s]
Epoch 0: |          | 9826/? [1:02:33<00:00,  2.62it/s]
Epoch 0: |          | 9827/? [1:02:34<00:00,  2.62it/s]
Epoch 0: |          | 9827/? [1:02:34<00:00,  2.62it/s]
Epoch 0: |          | 9828/? [1:02:34<00:00,  2.62it/s]
Epoch 0: |          | 9828/? [1:02:34<00:00,  2.62it/s]
Epoch 0: |          | 9829/? [1:02:34<00:00,  2.62it/s]
Epoch 0: |          | 9829/? [1:02:34<00:00,  2.62it/s]
Epoch 0: |          | 9830/? [1:02:35<00:00,  2.62it/s]
Epoch 0: |          | 9830/? [1:02:35<00:00,  2.62it/s]
Epoch 0: |          | 9831/? [1:02:35<00:00,  2.62it/s]
Epoch 0: |          | 9831/? [1:02:35<00:00,  2.62it/s]
Epoch 0: |          | 9832/? [1:02:35<00:00,  2.62it/s]
Epoch 0: |          | 9832/? [1:02:35<00:00,  2.62it/s]
Epoch 0: |          | 9833/? [1:02:35<00:00,  2.62it/s]
Epoch 0: |          | 9833/? [1:02:35<00:00,  2.62it/s]
Epoch 0: |          | 9834/? [1:02:36<00:00,  2.62it/s]
Epoch 0: |          | 9834/? [1:02:36<00:00,  2.62it/s]
Epoch 0: |          | 9835/? [1:02:36<00:00,  2.62it/s]
Epoch 0: |          | 9835/? [1:02:36<00:00,  2.62it/s]
Epoch 0: |          | 9836/? [1:02:36<00:00,  2.62it/s]
Epoch 0: |          | 9836/? [1:02:36<00:00,  2.62it/s]
Epoch 0: |          | 9837/? [1:02:36<00:00,  2.62it/s]
Epoch 0: |          | 9837/? [1:02:36<00:00,  2.62it/s]
Epoch 0: |          | 9838/? [1:02:37<00:00,  2.62it/s]
Epoch 0: |          | 9838/? [1:02:37<00:00,  2.62it/s]
Epoch 0: |          | 9839/? [1:02:37<00:00,  2.62it/s]
Epoch 0: |          | 9839/? [1:02:37<00:00,  2.62it/s]
Epoch 0: |          | 9840/? [1:02:37<00:00,  2.62it/s]
Epoch 0: |          | 9840/? [1:02:37<00:00,  2.62it/s]
Epoch 0: |          | 9841/? [1:02:37<00:00,  2.62it/s]
Epoch 0: |          | 9841/? [1:02:37<00:00,  2.62it/s]
Epoch 0: |          | 9842/? [1:02:38<00:00,  2.62it/s]
Epoch 0: |          | 9842/? [1:02:38<00:00,  2.62it/s]
Epoch 0: |          | 9843/? [1:02:38<00:00,  2.62it/s]
Epoch 0: |          | 9843/? [1:02:38<00:00,  2.62it/s]
Epoch 0: |          | 9844/? [1:02:38<00:00,  2.62it/s]
Epoch 0: |          | 9844/? [1:02:38<00:00,  2.62it/s]
Epoch 0: |          | 9845/? [1:02:39<00:00,  2.62it/s]
Epoch 0: |          | 9845/? [1:02:39<00:00,  2.62it/s]
Epoch 0: |          | 9846/? [1:02:39<00:00,  2.62it/s]
Epoch 0: |          | 9846/? [1:02:39<00:00,  2.62it/s]
Epoch 0: |          | 9847/? [1:02:39<00:00,  2.62it/s]
Epoch 0: |          | 9847/? [1:02:39<00:00,  2.62it/s]
Epoch 0: |          | 9848/? [1:02:39<00:00,  2.62it/s]
Epoch 0: |          | 9848/? [1:02:39<00:00,  2.62it/s]
Epoch 0: |          | 9849/? [1:02:40<00:00,  2.62it/s]
Epoch 0: |          | 9849/? [1:02:40<00:00,  2.62it/s]
Epoch 0: |          | 9850/? [1:02:40<00:00,  2.62it/s]
Epoch 0: |          | 9850/? [1:02:40<00:00,  2.62it/s]
Epoch 0: |          | 9851/? [1:02:40<00:00,  2.62it/s]
Epoch 0: |          | 9851/? [1:02:40<00:00,  2.62it/s]
Epoch 0: |          | 9852/? [1:02:40<00:00,  2.62it/s]
Epoch 0: |          | 9852/? [1:02:40<00:00,  2.62it/s]
Epoch 0: |          | 9853/? [1:02:41<00:00,  2.62it/s]
Epoch 0: |          | 9853/? [1:02:41<00:00,  2.62it/s]
Epoch 0: |          | 9854/? [1:02:41<00:00,  2.62it/s]
Epoch 0: |          | 9854/? [1:02:41<00:00,  2.62it/s]
Epoch 0: |          | 9855/? [1:02:41<00:00,  2.62it/s]
Epoch 0: |          | 9855/? [1:02:41<00:00,  2.62it/s]
Epoch 0: |          | 9856/? [1:02:42<00:00,  2.62it/s]
Epoch 0: |          | 9856/? [1:02:42<00:00,  2.62it/s]
Epoch 0: |          | 9857/? [1:02:42<00:00,  2.62it/s]
Epoch 0: |          | 9857/? [1:02:42<00:00,  2.62it/s]
Epoch 0: |          | 9858/? [1:02:42<00:00,  2.62it/s]
Epoch 0: |          | 9858/? [1:02:42<00:00,  2.62it/s]
Epoch 0: |          | 9859/? [1:02:42<00:00,  2.62it/s]
Epoch 0: |          | 9859/? [1:02:42<00:00,  2.62it/s]
Epoch 0: |          | 9860/? [1:02:43<00:00,  2.62it/s]
Epoch 0: |          | 9860/? [1:02:43<00:00,  2.62it/s]
Epoch 0: |          | 9861/? [1:02:43<00:00,  2.62it/s]
Epoch 0: |          | 9861/? [1:02:43<00:00,  2.62it/s]
Epoch 0: |          | 9862/? [1:02:43<00:00,  2.62it/s]
Epoch 0: |          | 9862/? [1:02:43<00:00,  2.62it/s]
Epoch 0: |          | 9863/? [1:02:43<00:00,  2.62it/s]
Epoch 0: |          | 9863/? [1:02:43<00:00,  2.62it/s]
Epoch 0: |          | 9864/? [1:02:44<00:00,  2.62it/s]
Epoch 0: |          | 9864/? [1:02:44<00:00,  2.62it/s]
Epoch 0: |          | 9865/? [1:02:44<00:00,  2.62it/s]
Epoch 0: |          | 9865/? [1:02:44<00:00,  2.62it/s]
Epoch 0: |          | 9866/? [1:02:44<00:00,  2.62it/s]
Epoch 0: |          | 9866/? [1:02:44<00:00,  2.62it/s]
Epoch 0: |          | 9867/? [1:02:45<00:00,  2.62it/s]
Epoch 0: |          | 9867/? [1:02:45<00:00,  2.62it/s]
Epoch 0: |          | 9868/? [1:02:45<00:00,  2.62it/s]
Epoch 0: |          | 9868/? [1:02:45<00:00,  2.62it/s]
Epoch 0: |          | 9869/? [1:02:45<00:00,  2.62it/s]
Epoch 0: |          | 9869/? [1:02:45<00:00,  2.62it/s]
Epoch 0: |          | 9870/? [1:02:45<00:00,  2.62it/s]
Epoch 0: |          | 9870/? [1:02:45<00:00,  2.62it/s]
Epoch 0: |          | 9871/? [1:02:46<00:00,  2.62it/s]
Epoch 0: |          | 9871/? [1:02:46<00:00,  2.62it/s]
Epoch 0: |          | 9872/? [1:02:46<00:00,  2.62it/s]
Epoch 0: |          | 9872/? [1:02:46<00:00,  2.62it/s]
Epoch 0: |          | 9873/? [1:02:46<00:00,  2.62it/s]
Epoch 0: |          | 9873/? [1:02:46<00:00,  2.62it/s]
Epoch 0: |          | 9874/? [1:02:46<00:00,  2.62it/s]
Epoch 0: |          | 9874/? [1:02:46<00:00,  2.62it/s]
Epoch 0: |          | 9875/? [1:02:47<00:00,  2.62it/s]
Epoch 0: |          | 9875/? [1:02:47<00:00,  2.62it/s]
Epoch 0: |          | 9876/? [1:02:47<00:00,  2.62it/s]
Epoch 0: |          | 9876/? [1:02:47<00:00,  2.62it/s]
Epoch 0: |          | 9877/? [1:02:47<00:00,  2.62it/s]
Epoch 0: |          | 9877/? [1:02:47<00:00,  2.62it/s]
Epoch 0: |          | 9878/? [1:02:48<00:00,  2.62it/s]
Epoch 0: |          | 9878/? [1:02:48<00:00,  2.62it/s]
Epoch 0: |          | 9879/? [1:02:48<00:00,  2.62it/s]
Epoch 0: |          | 9879/? [1:02:48<00:00,  2.62it/s]
Epoch 0: |          | 9880/? [1:02:48<00:00,  2.62it/s]
Epoch 0: |          | 9880/? [1:02:48<00:00,  2.62it/s]
Epoch 0: |          | 9881/? [1:02:48<00:00,  2.62it/s]
Epoch 0: |          | 9881/? [1:02:48<00:00,  2.62it/s]
Epoch 0: |          | 9882/? [1:02:49<00:00,  2.62it/s]
Epoch 0: |          | 9882/? [1:02:49<00:00,  2.62it/s]
Epoch 0: |          | 9883/? [1:02:49<00:00,  2.62it/s]
Epoch 0: |          | 9883/? [1:02:49<00:00,  2.62it/s]
Epoch 0: |          | 9884/? [1:02:49<00:00,  2.62it/s]
Epoch 0: |          | 9884/? [1:02:49<00:00,  2.62it/s]
Epoch 0: |          | 9885/? [1:02:49<00:00,  2.62it/s]
Epoch 0: |          | 9885/? [1:02:49<00:00,  2.62it/s]
Epoch 0: |          | 9886/? [1:02:50<00:00,  2.62it/s]
Epoch 0: |          | 9886/? [1:02:50<00:00,  2.62it/s]
Epoch 0: |          | 9887/? [1:02:50<00:00,  2.62it/s]
Epoch 0: |          | 9887/? [1:02:50<00:00,  2.62it/s]
Epoch 0: |          | 9888/? [1:02:50<00:00,  2.62it/s]
Epoch 0: |          | 9888/? [1:02:50<00:00,  2.62it/s]
Epoch 0: |          | 9889/? [1:02:50<00:00,  2.62it/s]
Epoch 0: |          | 9889/? [1:02:50<00:00,  2.62it/s]
Epoch 0: |          | 9890/? [1:02:51<00:00,  2.62it/s]
Epoch 0: |          | 9890/? [1:02:51<00:00,  2.62it/s]
Epoch 0: |          | 9891/? [1:02:51<00:00,  2.62it/s]
Epoch 0: |          | 9891/? [1:02:51<00:00,  2.62it/s]
Epoch 0: |          | 9892/? [1:02:51<00:00,  2.62it/s]
Epoch 0: |          | 9892/? [1:02:51<00:00,  2.62it/s]
Epoch 0: |          | 9893/? [1:02:52<00:00,  2.62it/s]
Epoch 0: |          | 9893/? [1:02:52<00:00,  2.62it/s]
Epoch 0: |          | 9894/? [1:02:52<00:00,  2.62it/s]
Epoch 0: |          | 9894/? [1:02:52<00:00,  2.62it/s]
Epoch 0: |          | 9895/? [1:02:52<00:00,  2.62it/s]
Epoch 0: |          | 9895/? [1:02:52<00:00,  2.62it/s]
Epoch 0: |          | 9896/? [1:02:52<00:00,  2.62it/s]
Epoch 0: |          | 9896/? [1:02:52<00:00,  2.62it/s]
Epoch 0: |          | 9897/? [1:02:53<00:00,  2.62it/s]
Epoch 0: |          | 9897/? [1:02:53<00:00,  2.62it/s]
Epoch 0: |          | 9898/? [1:02:53<00:00,  2.62it/s]
Epoch 0: |          | 9898/? [1:02:53<00:00,  2.62it/s]
Epoch 0: |          | 9899/? [1:02:53<00:00,  2.62it/s]
Epoch 0: |          | 9899/? [1:02:53<00:00,  2.62it/s]
Epoch 0: |          | 9900/? [1:02:53<00:00,  2.62it/s]
Epoch 0: |          | 9900/? [1:02:53<00:00,  2.62it/s]
Epoch 0: |          | 9901/? [1:02:54<00:00,  2.62it/s]
Epoch 0: |          | 9901/? [1:02:54<00:00,  2.62it/s]
Epoch 0: |          | 9902/? [1:02:54<00:00,  2.62it/s]
Epoch 0: |          | 9902/? [1:02:54<00:00,  2.62it/s]
Epoch 0: |          | 9903/? [1:02:54<00:00,  2.62it/s]
Epoch 0: |          | 9903/? [1:02:54<00:00,  2.62it/s]
Epoch 0: |          | 9904/? [1:02:55<00:00,  2.62it/s]
Epoch 0: |          | 9904/? [1:02:55<00:00,  2.62it/s]
Epoch 0: |          | 9905/? [1:02:55<00:00,  2.62it/s]
Epoch 0: |          | 9905/? [1:02:55<00:00,  2.62it/s]
Epoch 0: |          | 9906/? [1:02:55<00:00,  2.62it/s]
Epoch 0: |          | 9906/? [1:02:55<00:00,  2.62it/s]
Epoch 0: |          | 9907/? [1:02:55<00:00,  2.62it/s]
Epoch 0: |          | 9907/? [1:02:55<00:00,  2.62it/s]
Epoch 0: |          | 9908/? [1:02:56<00:00,  2.62it/s]
Epoch 0: |          | 9908/? [1:02:56<00:00,  2.62it/s]
Epoch 0: |          | 9909/? [1:02:56<00:00,  2.62it/s]
Epoch 0: |          | 9909/? [1:02:56<00:00,  2.62it/s]
Epoch 0: |          | 9910/? [1:02:56<00:00,  2.62it/s]
Epoch 0: |          | 9910/? [1:02:56<00:00,  2.62it/s]
Epoch 0: |          | 9911/? [1:02:56<00:00,  2.62it/s]
Epoch 0: |          | 9911/? [1:02:56<00:00,  2.62it/s]
Epoch 0: |          | 9912/? [1:02:57<00:00,  2.62it/s]
Epoch 0: |          | 9912/? [1:02:57<00:00,  2.62it/s]
Epoch 0: |          | 9913/? [1:02:57<00:00,  2.62it/s]
Epoch 0: |          | 9913/? [1:02:57<00:00,  2.62it/s]
Epoch 0: |          | 9914/? [1:02:57<00:00,  2.62it/s]
Epoch 0: |          | 9914/? [1:02:57<00:00,  2.62it/s]
Epoch 0: |          | 9915/? [1:02:58<00:00,  2.62it/s]
Epoch 0: |          | 9915/? [1:02:58<00:00,  2.62it/s]
Epoch 0: |          | 9916/? [1:02:58<00:00,  2.62it/s]
Epoch 0: |          | 9916/? [1:02:58<00:00,  2.62it/s]
Epoch 0: |          | 9917/? [1:02:58<00:00,  2.62it/s]
Epoch 0: |          | 9917/? [1:02:58<00:00,  2.62it/s]
Epoch 0: |          | 9918/? [1:02:58<00:00,  2.62it/s]
Epoch 0: |          | 9918/? [1:02:58<00:00,  2.62it/s]
Epoch 0: |          | 9919/? [1:02:59<00:00,  2.62it/s]
Epoch 0: |          | 9919/? [1:02:59<00:00,  2.62it/s]
Epoch 0: |          | 9920/? [1:02:59<00:00,  2.62it/s]
Epoch 0: |          | 9920/? [1:02:59<00:00,  2.62it/s]
Epoch 0: |          | 9921/? [1:02:59<00:00,  2.62it/s]
Epoch 0: |          | 9921/? [1:02:59<00:00,  2.62it/s]
Epoch 0: |          | 9922/? [1:02:59<00:00,  2.62it/s]
Epoch 0: |          | 9922/? [1:02:59<00:00,  2.62it/s]
Epoch 0: |          | 9923/? [1:03:00<00:00,  2.63it/s]
Epoch 0: |          | 9923/? [1:03:00<00:00,  2.62it/s]
Epoch 0: |          | 9924/? [1:03:00<00:00,  2.63it/s]
Epoch 0: |          | 9924/? [1:03:00<00:00,  2.63it/s]
Epoch 0: |          | 9925/? [1:03:00<00:00,  2.63it/s]
Epoch 0: |          | 9925/? [1:03:00<00:00,  2.63it/s]
Epoch 0: |          | 9926/? [1:03:00<00:00,  2.63it/s]
Epoch 0: |          | 9926/? [1:03:00<00:00,  2.63it/s]
Epoch 0: |          | 9927/? [1:03:01<00:00,  2.63it/s]
Epoch 0: |          | 9927/? [1:03:01<00:00,  2.63it/s]
Epoch 0: |          | 9928/? [1:03:01<00:00,  2.63it/s]
Epoch 0: |          | 9928/? [1:03:01<00:00,  2.63it/s]
Epoch 0: |          | 9929/? [1:03:01<00:00,  2.63it/s]
Epoch 0: |          | 9929/? [1:03:01<00:00,  2.63it/s]
Epoch 0: |          | 9930/? [1:03:02<00:00,  2.63it/s]
Epoch 0: |          | 9930/? [1:03:02<00:00,  2.63it/s]
Epoch 0: |          | 9931/? [1:03:02<00:00,  2.63it/s]
Epoch 0: |          | 9931/? [1:03:02<00:00,  2.63it/s]
Epoch 0: |          | 9932/? [1:03:02<00:00,  2.63it/s]
Epoch 0: |          | 9932/? [1:03:02<00:00,  2.63it/s]
Epoch 0: |          | 9933/? [1:03:02<00:00,  2.63it/s]
Epoch 0: |          | 9933/? [1:03:02<00:00,  2.63it/s]
Epoch 0: |          | 9934/? [1:03:03<00:00,  2.63it/s]
Epoch 0: |          | 9934/? [1:03:03<00:00,  2.63it/s]
Epoch 0: |          | 9935/? [1:03:03<00:00,  2.63it/s]
Epoch 0: |          | 9935/? [1:03:03<00:00,  2.63it/s]
Epoch 0: |          | 9936/? [1:03:03<00:00,  2.63it/s]
Epoch 0: |          | 9936/? [1:03:03<00:00,  2.63it/s]
Epoch 0: |          | 9937/? [1:03:03<00:00,  2.63it/s]
Epoch 0: |          | 9937/? [1:03:03<00:00,  2.63it/s]
Epoch 0: |          | 9938/? [1:03:04<00:00,  2.63it/s]
Epoch 0: |          | 9938/? [1:03:04<00:00,  2.63it/s]
Epoch 0: |          | 9939/? [1:03:04<00:00,  2.63it/s]
Epoch 0: |          | 9939/? [1:03:04<00:00,  2.63it/s]
Epoch 0: |          | 9940/? [1:03:04<00:00,  2.63it/s]
Epoch 0: |          | 9940/? [1:03:04<00:00,  2.63it/s]
Epoch 0: |          | 9941/? [1:03:05<00:00,  2.63it/s]
Epoch 0: |          | 9941/? [1:03:05<00:00,  2.63it/s]
Epoch 0: |          | 9942/? [1:03:05<00:00,  2.63it/s]
Epoch 0: |          | 9942/? [1:03:05<00:00,  2.63it/s]
Epoch 0: |          | 9943/? [1:03:05<00:00,  2.63it/s]
Epoch 0: |          | 9943/? [1:03:05<00:00,  2.63it/s]
Epoch 0: |          | 9944/? [1:03:05<00:00,  2.63it/s]
Epoch 0: |          | 9944/? [1:03:05<00:00,  2.63it/s]
Epoch 0: |          | 9945/? [1:03:06<00:00,  2.63it/s]
Epoch 0: |          | 9945/? [1:03:06<00:00,  2.63it/s]
Epoch 0: |          | 9946/? [1:03:06<00:00,  2.63it/s]
Epoch 0: |          | 9946/? [1:03:06<00:00,  2.63it/s]
Epoch 0: |          | 9947/? [1:03:06<00:00,  2.63it/s]
Epoch 0: |          | 9947/? [1:03:06<00:00,  2.63it/s]
Epoch 0: |          | 9948/? [1:03:06<00:00,  2.63it/s]
Epoch 0: |          | 9948/? [1:03:06<00:00,  2.63it/s]
Epoch 0: |          | 9949/? [1:03:07<00:00,  2.63it/s]
Epoch 0: |          | 9949/? [1:03:07<00:00,  2.63it/s]
Epoch 0: |          | 9950/? [1:03:07<00:00,  2.63it/s]
Epoch 0: |          | 9950/? [1:03:07<00:00,  2.63it/s]
Epoch 0: |          | 9951/? [1:03:07<00:00,  2.63it/s]
Epoch 0: |          | 9951/? [1:03:07<00:00,  2.63it/s]
Epoch 0: |          | 9952/? [1:03:07<00:00,  2.63it/s]
Epoch 0: |          | 9952/? [1:03:07<00:00,  2.63it/s]
Epoch 0: |          | 9953/? [1:03:08<00:00,  2.63it/s]
Epoch 0: |          | 9953/? [1:03:08<00:00,  2.63it/s]
Epoch 0: |          | 9954/? [1:03:08<00:00,  2.63it/s]
Epoch 0: |          | 9954/? [1:03:08<00:00,  2.63it/s]
Epoch 0: |          | 9955/? [1:03:08<00:00,  2.63it/s]
Epoch 0: |          | 9955/? [1:03:08<00:00,  2.63it/s]
Epoch 0: |          | 9956/? [1:03:09<00:00,  2.63it/s]
Epoch 0: |          | 9956/? [1:03:09<00:00,  2.63it/s]
Epoch 0: |          | 9957/? [1:03:09<00:00,  2.63it/s]
Epoch 0: |          | 9957/? [1:03:09<00:00,  2.63it/s]
Epoch 0: |          | 9958/? [1:03:09<00:00,  2.63it/s]
Epoch 0: |          | 9958/? [1:03:09<00:00,  2.63it/s]
Epoch 0: |          | 9959/? [1:03:09<00:00,  2.63it/s]
Epoch 0: |          | 9959/? [1:03:09<00:00,  2.63it/s]
Epoch 0: |          | 9960/? [1:03:10<00:00,  2.63it/s]
Epoch 0: |          | 9960/? [1:03:10<00:00,  2.63it/s]
Epoch 0: |          | 9961/? [1:03:10<00:00,  2.63it/s]
Epoch 0: |          | 9961/? [1:03:10<00:00,  2.63it/s]
Epoch 0: |          | 9962/? [1:03:10<00:00,  2.63it/s]
Epoch 0: |          | 9962/? [1:03:10<00:00,  2.63it/s]
Epoch 0: |          | 9963/? [1:03:10<00:00,  2.63it/s]
Epoch 0: |          | 9963/? [1:03:10<00:00,  2.63it/s]
Epoch 0: |          | 9964/? [1:03:11<00:00,  2.63it/s]
Epoch 0: |          | 9964/? [1:03:11<00:00,  2.63it/s]
Epoch 0: |          | 9965/? [1:03:11<00:00,  2.63it/s]
Epoch 0: |          | 9965/? [1:03:11<00:00,  2.63it/s]
Epoch 0: |          | 9966/? [1:03:11<00:00,  2.63it/s]
Epoch 0: |          | 9966/? [1:03:11<00:00,  2.63it/s]
Epoch 0: |          | 9967/? [1:03:12<00:00,  2.63it/s]
Epoch 0: |          | 9967/? [1:03:12<00:00,  2.63it/s]
Epoch 0: |          | 9968/? [1:03:12<00:00,  2.63it/s]
Epoch 0: |          | 9968/? [1:03:12<00:00,  2.63it/s]
Epoch 0: |          | 9969/? [1:03:12<00:00,  2.63it/s]
Epoch 0: |          | 9969/? [1:03:12<00:00,  2.63it/s]
Epoch 0: |          | 9970/? [1:03:12<00:00,  2.63it/s]
Epoch 0: |          | 9970/? [1:03:12<00:00,  2.63it/s]
Epoch 0: |          | 9971/? [1:03:13<00:00,  2.63it/s]
Epoch 0: |          | 9971/? [1:03:13<00:00,  2.63it/s]
Epoch 0: |          | 9972/? [1:03:13<00:00,  2.63it/s]
Epoch 0: |          | 9972/? [1:03:13<00:00,  2.63it/s]
Epoch 0: |          | 9973/? [1:03:13<00:00,  2.63it/s]
Epoch 0: |          | 9973/? [1:03:13<00:00,  2.63it/s]
Epoch 0: |          | 9974/? [1:03:13<00:00,  2.63it/s]
Epoch 0: |          | 9974/? [1:03:13<00:00,  2.63it/s]
Epoch 0: |          | 9975/? [1:03:14<00:00,  2.63it/s]
Epoch 0: |          | 9975/? [1:03:14<00:00,  2.63it/s]
Epoch 0: |          | 9976/? [1:03:14<00:00,  2.63it/s]
Epoch 0: |          | 9976/? [1:03:14<00:00,  2.63it/s]
Epoch 0: |          | 9977/? [1:03:14<00:00,  2.63it/s]
Epoch 0: |          | 9977/? [1:03:14<00:00,  2.63it/s]
Epoch 0: |          | 9978/? [1:03:15<00:00,  2.63it/s]
Epoch 0: |          | 9978/? [1:03:15<00:00,  2.63it/s]
Epoch 0: |          | 9979/? [1:03:15<00:00,  2.63it/s]
Epoch 0: |          | 9979/? [1:03:15<00:00,  2.63it/s]
Epoch 0: |          | 9980/? [1:03:15<00:00,  2.63it/s]
Epoch 0: |          | 9980/? [1:03:15<00:00,  2.63it/s]
Epoch 0: |          | 9981/? [1:03:15<00:00,  2.63it/s]
Epoch 0: |          | 9981/? [1:03:15<00:00,  2.63it/s]
Epoch 0: |          | 9982/? [1:03:16<00:00,  2.63it/s]
Epoch 0: |          | 9982/? [1:03:16<00:00,  2.63it/s]
Epoch 0: |          | 9983/? [1:03:16<00:00,  2.63it/s]
Epoch 0: |          | 9983/? [1:03:16<00:00,  2.63it/s]
Epoch 0: |          | 9984/? [1:03:16<00:00,  2.63it/s]
Epoch 0: |          | 9984/? [1:03:16<00:00,  2.63it/s]
Epoch 0: |          | 9985/? [1:03:17<00:00,  2.63it/s]
Epoch 0: |          | 9985/? [1:03:17<00:00,  2.63it/s]
Epoch 0: |          | 9986/? [1:03:17<00:00,  2.63it/s]
Epoch 0: |          | 9986/? [1:03:17<00:00,  2.63it/s]
Epoch 0: |          | 9987/? [1:03:17<00:00,  2.63it/s]
Epoch 0: |          | 9987/? [1:03:17<00:00,  2.63it/s]
Epoch 0: |          | 9988/? [1:03:17<00:00,  2.63it/s]
Epoch 0: |          | 9988/? [1:03:17<00:00,  2.63it/s]
Epoch 0: |          | 9989/? [1:03:18<00:00,  2.63it/s]
Epoch 0: |          | 9989/? [1:03:18<00:00,  2.63it/s]
Epoch 0: |          | 9990/? [1:03:18<00:00,  2.63it/s]
Epoch 0: |          | 9990/? [1:03:18<00:00,  2.63it/s]
Epoch 0: |          | 9991/? [1:03:18<00:00,  2.63it/s]
Epoch 0: |          | 9991/? [1:03:18<00:00,  2.63it/s]
Epoch 0: |          | 9992/? [1:03:18<00:00,  2.63it/s]
Epoch 0: |          | 9992/? [1:03:18<00:00,  2.63it/s]
Epoch 0: |          | 9993/? [1:03:19<00:00,  2.63it/s]
Epoch 0: |          | 9993/? [1:03:19<00:00,  2.63it/s]
Epoch 0: |          | 9994/? [1:03:19<00:00,  2.63it/s]
Epoch 0: |          | 9994/? [1:03:19<00:00,  2.63it/s]
Epoch 0: |          | 9995/? [1:03:19<00:00,  2.63it/s]
Epoch 0: |          | 9995/? [1:03:19<00:00,  2.63it/s]
Epoch 0: |          | 9996/? [1:03:20<00:00,  2.63it/s]
Epoch 0: |          | 9996/? [1:03:20<00:00,  2.63it/s]
Epoch 0: |          | 9997/? [1:03:20<00:00,  2.63it/s]
Epoch 0: |          | 9997/? [1:03:20<00:00,  2.63it/s]
Epoch 0: |          | 9998/? [1:03:20<00:00,  2.63it/s]
Epoch 0: |          | 9998/? [1:03:20<00:00,  2.63it/s]
Epoch 0: |          | 9999/? [1:03:20<00:00,  2.63it/s]
Epoch 0: |          | 9999/? [1:03:20<00:00,  2.63it/s]
Epoch 0: |          | 10000/? [1:03:21<00:00,  2.63it/s]
Epoch 0: |          | 10000/? [1:03:21<00:00,  2.63it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.32it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.86it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.22it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.25it/s]

Epoch 0: |          | 10000/? [1:03:21<00:00,  2.63it/s]
Epoch 0: |          | 10001/? [1:03:21<00:00,  2.63it/s]
Epoch 0: |          | 10001/? [1:03:21<00:00,  2.63it/s]
Epoch 0: |          | 10002/? [1:03:21<00:00,  2.63it/s]
Epoch 0: |          | 10002/? [1:03:21<00:00,  2.63it/s]
Epoch 0: |          | 10003/? [1:03:22<00:00,  2.63it/s]
Epoch 0: |          | 10003/? [1:03:22<00:00,  2.63it/s]
Epoch 0: |          | 10004/? [1:03:22<00:00,  2.63it/s]
Epoch 0: |          | 10004/? [1:03:22<00:00,  2.63it/s]
Epoch 0: |          | 10005/? [1:03:22<00:00,  2.63it/s]
Epoch 0: |          | 10005/? [1:03:22<00:00,  2.63it/s]
Epoch 0: |          | 10006/? [1:03:23<00:00,  2.63it/s]
Epoch 0: |          | 10006/? [1:03:23<00:00,  2.63it/s]
Epoch 0: |          | 10007/? [1:03:23<00:00,  2.63it/s]
Epoch 0: |          | 10007/? [1:03:23<00:00,  2.63it/s]
Epoch 0: |          | 10008/? [1:03:23<00:00,  2.63it/s]
Epoch 0: |          | 10008/? [1:03:23<00:00,  2.63it/s]
Epoch 0: |          | 10009/? [1:03:24<00:00,  2.63it/s]
Epoch 0: |          | 10009/? [1:03:24<00:00,  2.63it/s]
Epoch 0: |          | 10010/? [1:03:24<00:00,  2.63it/s]
Epoch 0: |          | 10010/? [1:03:24<00:00,  2.63it/s]
Epoch 0: |          | 10011/? [1:03:24<00:00,  2.63it/s]
Epoch 0: |          | 10011/? [1:03:24<00:00,  2.63it/s]
Epoch 0: |          | 10012/? [1:03:25<00:00,  2.63it/s]
Epoch 0: |          | 10012/? [1:03:25<00:00,  2.63it/s]
Epoch 0: |          | 10013/? [1:03:25<00:00,  2.63it/s]
Epoch 0: |          | 10013/? [1:03:25<00:00,  2.63it/s]
Epoch 0: |          | 10014/? [1:03:25<00:00,  2.63it/s]
Epoch 0: |          | 10014/? [1:03:25<00:00,  2.63it/s]
Epoch 0: |          | 10015/? [1:03:26<00:00,  2.63it/s]
Epoch 0: |          | 10015/? [1:03:26<00:00,  2.63it/s]
Epoch 0: |          | 10016/? [1:03:26<00:00,  2.63it/s]
Epoch 0: |          | 10016/? [1:03:26<00:00,  2.63it/s]
Epoch 0: |          | 10017/? [1:03:26<00:00,  2.63it/s]
Epoch 0: |          | 10017/? [1:03:26<00:00,  2.63it/s]
Epoch 0: |          | 10018/? [1:03:26<00:00,  2.63it/s]
Epoch 0: |          | 10018/? [1:03:26<00:00,  2.63it/s]
Epoch 0: |          | 10019/? [1:03:27<00:00,  2.63it/s]
Epoch 0: |          | 10019/? [1:03:27<00:00,  2.63it/s]
Epoch 0: |          | 10020/? [1:03:27<00:00,  2.63it/s]
Epoch 0: |          | 10020/? [1:03:27<00:00,  2.63it/s]
Epoch 0: |          | 10021/? [1:03:27<00:00,  2.63it/s]
Epoch 0: |          | 10021/? [1:03:27<00:00,  2.63it/s]
Epoch 0: |          | 10022/? [1:03:28<00:00,  2.63it/s]
Epoch 0: |          | 10022/? [1:03:28<00:00,  2.63it/s]
Epoch 0: |          | 10023/? [1:03:28<00:00,  2.63it/s]
Epoch 0: |          | 10023/? [1:03:28<00:00,  2.63it/s]
Epoch 0: |          | 10024/? [1:03:28<00:00,  2.63it/s]
Epoch 0: |          | 10024/? [1:03:28<00:00,  2.63it/s]
Epoch 0: |          | 10025/? [1:03:29<00:00,  2.63it/s]
Epoch 0: |          | 10025/? [1:03:29<00:00,  2.63it/s]
Epoch 0: |          | 10026/? [1:03:29<00:00,  2.63it/s]
Epoch 0: |          | 10026/? [1:03:29<00:00,  2.63it/s]
Epoch 0: |          | 10027/? [1:03:29<00:00,  2.63it/s]
Epoch 0: |          | 10027/? [1:03:29<00:00,  2.63it/s]
Epoch 0: |          | 10028/? [1:03:29<00:00,  2.63it/s]
Epoch 0: |          | 10028/? [1:03:29<00:00,  2.63it/s]
Epoch 0: |          | 10029/? [1:03:30<00:00,  2.63it/s]
Epoch 0: |          | 10029/? [1:03:30<00:00,  2.63it/s]
Epoch 0: |          | 10030/? [1:03:30<00:00,  2.63it/s]
Epoch 0: |          | 10030/? [1:03:30<00:00,  2.63it/s]
Epoch 0: |          | 10031/? [1:03:30<00:00,  2.63it/s]
Epoch 0: |          | 10031/? [1:03:30<00:00,  2.63it/s]
Epoch 0: |          | 10032/? [1:03:31<00:00,  2.63it/s]
Epoch 0: |          | 10032/? [1:03:31<00:00,  2.63it/s]
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Epoch 0: |          | 10053/? [1:03:37<00:00,  2.63it/s]
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Epoch 0: |          | 10054/? [1:03:38<00:00,  2.63it/s]
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Epoch 0: |          | 10055/? [1:03:38<00:00,  2.63it/s]
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Epoch 0: |          | 10056/? [1:03:38<00:00,  2.63it/s]
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Epoch 0: |          | 10057/? [1:03:38<00:00,  2.63it/s]
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Epoch 0: |          | 10058/? [1:03:39<00:00,  2.63it/s]
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Epoch 0: |          | 10059/? [1:03:39<00:00,  2.63it/s]
Epoch 0: |          | 10059/? [1:03:39<00:00,  2.63it/s]
Epoch 0: |          | 10060/? [1:03:39<00:00,  2.63it/s]
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Epoch 0: |          | 10061/? [1:03:40<00:00,  2.63it/s]
Epoch 0: |          | 10061/? [1:03:40<00:00,  2.63it/s]
Epoch 0: |          | 10062/? [1:03:40<00:00,  2.63it/s]
Epoch 0: |          | 10062/? [1:03:40<00:00,  2.63it/s]
Epoch 0: |          | 10063/? [1:03:40<00:00,  2.63it/s]
Epoch 0: |          | 10063/? [1:03:40<00:00,  2.63it/s]
Epoch 0: |          | 10064/? [1:03:41<00:00,  2.63it/s]
Epoch 0: |          | 10064/? [1:03:41<00:00,  2.63it/s]
Epoch 0: |          | 10065/? [1:03:41<00:00,  2.63it/s]
Epoch 0: |          | 10065/? [1:03:41<00:00,  2.63it/s]
Epoch 0: |          | 10066/? [1:03:41<00:00,  2.63it/s]
Epoch 0: |          | 10066/? [1:03:41<00:00,  2.63it/s]
Epoch 0: |          | 10067/? [1:03:42<00:00,  2.63it/s]
Epoch 0: |          | 10067/? [1:03:42<00:00,  2.63it/s]
Epoch 0: |          | 10068/? [1:03:42<00:00,  2.63it/s]
Epoch 0: |          | 10068/? [1:03:42<00:00,  2.63it/s]
Epoch 0: |          | 10069/? [1:03:42<00:00,  2.63it/s]
Epoch 0: |          | 10069/? [1:03:42<00:00,  2.63it/s]
Epoch 0: |          | 10070/? [1:03:42<00:00,  2.63it/s]
Epoch 0: |          | 10070/? [1:03:42<00:00,  2.63it/s]
Epoch 0: |          | 10071/? [1:03:43<00:00,  2.63it/s]
Epoch 0: |          | 10071/? [1:03:43<00:00,  2.63it/s]
Epoch 0: |          | 10072/? [1:03:43<00:00,  2.63it/s]
Epoch 0: |          | 10072/? [1:03:43<00:00,  2.63it/s]
Epoch 0: |          | 10073/? [1:03:43<00:00,  2.63it/s]
Epoch 0: |          | 10073/? [1:03:43<00:00,  2.63it/s]
Epoch 0: |          | 10074/? [1:03:44<00:00,  2.63it/s]
Epoch 0: |          | 10074/? [1:03:44<00:00,  2.63it/s]
Epoch 0: |          | 10075/? [1:03:44<00:00,  2.63it/s]
Epoch 0: |          | 10075/? [1:03:44<00:00,  2.63it/s]
Epoch 0: |          | 10076/? [1:03:44<00:00,  2.63it/s]
Epoch 0: |          | 10076/? [1:03:44<00:00,  2.63it/s]
Epoch 0: |          | 10077/? [1:03:45<00:00,  2.63it/s]
Epoch 0: |          | 10077/? [1:03:45<00:00,  2.63it/s]
Epoch 0: |          | 10078/? [1:03:45<00:00,  2.63it/s]
Epoch 0: |          | 10078/? [1:03:45<00:00,  2.63it/s]
Epoch 0: |          | 10079/? [1:03:45<00:00,  2.63it/s]
Epoch 0: |          | 10079/? [1:03:45<00:00,  2.63it/s]
Epoch 0: |          | 10080/? [1:03:45<00:00,  2.63it/s]
Epoch 0: |          | 10080/? [1:03:45<00:00,  2.63it/s]
Epoch 0: |          | 10081/? [1:03:46<00:00,  2.63it/s]
Epoch 0: |          | 10081/? [1:03:46<00:00,  2.63it/s]
Epoch 0: |          | 10082/? [1:03:46<00:00,  2.63it/s]
Epoch 0: |          | 10082/? [1:03:46<00:00,  2.63it/s]
Epoch 0: |          | 10083/? [1:03:46<00:00,  2.63it/s]
Epoch 0: |          | 10083/? [1:03:46<00:00,  2.63it/s]
Epoch 0: |          | 10084/? [1:03:47<00:00,  2.63it/s]
Epoch 0: |          | 10084/? [1:03:47<00:00,  2.63it/s]
Epoch 0: |          | 10085/? [1:03:47<00:00,  2.63it/s]
Epoch 0: |          | 10085/? [1:03:47<00:00,  2.63it/s]
Epoch 0: |          | 10086/? [1:03:47<00:00,  2.63it/s]
Epoch 0: |          | 10086/? [1:03:47<00:00,  2.63it/s]
Epoch 0: |          | 10087/? [1:03:48<00:00,  2.63it/s]
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Epoch 0: |          | 10088/? [1:03:48<00:00,  2.64it/s]
Epoch 0: |          | 10088/? [1:03:48<00:00,  2.64it/s]
Epoch 0: |          | 10089/? [1:03:48<00:00,  2.64it/s]
Epoch 0: |          | 10089/? [1:03:48<00:00,  2.64it/s]
Epoch 0: |          | 10090/? [1:03:49<00:00,  2.64it/s]
Epoch 0: |          | 10090/? [1:03:49<00:00,  2.64it/s]
Epoch 0: |          | 10091/? [1:03:49<00:00,  2.64it/s]
Epoch 0: |          | 10091/? [1:03:49<00:00,  2.64it/s]
Epoch 0: |          | 10092/? [1:03:49<00:00,  2.64it/s]
Epoch 0: |          | 10092/? [1:03:49<00:00,  2.64it/s]
Epoch 0: |          | 10093/? [1:03:49<00:00,  2.64it/s]
Epoch 0: |          | 10093/? [1:03:49<00:00,  2.64it/s]
Epoch 0: |          | 10094/? [1:03:50<00:00,  2.64it/s]
Epoch 0: |          | 10094/? [1:03:50<00:00,  2.64it/s]
Epoch 0: |          | 10095/? [1:03:50<00:00,  2.64it/s]
Epoch 0: |          | 10095/? [1:03:50<00:00,  2.64it/s]
Epoch 0: |          | 10096/? [1:03:50<00:00,  2.64it/s]
Epoch 0: |          | 10096/? [1:03:50<00:00,  2.64it/s]
Epoch 0: |          | 10097/? [1:03:51<00:00,  2.64it/s]
Epoch 0: |          | 10097/? [1:03:51<00:00,  2.64it/s]
Epoch 0: |          | 10098/? [1:03:51<00:00,  2.64it/s]
Epoch 0: |          | 10098/? [1:03:51<00:00,  2.64it/s]
Epoch 0: |          | 10099/? [1:03:51<00:00,  2.64it/s]
Epoch 0: |          | 10099/? [1:03:51<00:00,  2.64it/s]
Epoch 0: |          | 10100/? [1:03:52<00:00,  2.64it/s]
Epoch 0: |          | 10100/? [1:03:52<00:00,  2.64it/s]
Epoch 0: |          | 10101/? [1:03:52<00:00,  2.64it/s]
Epoch 0: |          | 10101/? [1:03:52<00:00,  2.64it/s]
Epoch 0: |          | 10102/? [1:03:52<00:00,  2.64it/s]
Epoch 0: |          | 10102/? [1:03:52<00:00,  2.64it/s]
Epoch 0: |          | 10103/? [1:03:53<00:00,  2.64it/s]
Epoch 0: |          | 10103/? [1:03:53<00:00,  2.64it/s]
Epoch 0: |          | 10104/? [1:03:53<00:00,  2.64it/s]
Epoch 0: |          | 10104/? [1:03:53<00:00,  2.64it/s]
Epoch 0: |          | 10105/? [1:03:53<00:00,  2.64it/s]
Epoch 0: |          | 10105/? [1:03:53<00:00,  2.64it/s]
Epoch 0: |          | 10106/? [1:03:54<00:00,  2.64it/s]
Epoch 0: |          | 10106/? [1:03:54<00:00,  2.64it/s]
Epoch 0: |          | 10107/? [1:03:54<00:00,  2.64it/s]
Epoch 0: |          | 10107/? [1:03:54<00:00,  2.64it/s]
Epoch 0: |          | 10108/? [1:03:54<00:00,  2.64it/s]
Epoch 0: |          | 10108/? [1:03:54<00:00,  2.64it/s]
Epoch 0: |          | 10109/? [1:03:54<00:00,  2.64it/s]
Epoch 0: |          | 10109/? [1:03:54<00:00,  2.64it/s]
Epoch 0: |          | 10110/? [1:03:55<00:00,  2.64it/s]
Epoch 0: |          | 10110/? [1:03:55<00:00,  2.64it/s]
Epoch 0: |          | 10111/? [1:03:55<00:00,  2.64it/s]
Epoch 0: |          | 10111/? [1:03:55<00:00,  2.64it/s]
Epoch 0: |          | 10112/? [1:03:55<00:00,  2.64it/s]
Epoch 0: |          | 10112/? [1:03:55<00:00,  2.64it/s]
Epoch 0: |          | 10113/? [1:03:56<00:00,  2.64it/s]
Epoch 0: |          | 10113/? [1:03:56<00:00,  2.64it/s]
Epoch 0: |          | 10114/? [1:03:56<00:00,  2.64it/s]
Epoch 0: |          | 10114/? [1:03:56<00:00,  2.64it/s]
Epoch 0: |          | 10115/? [1:03:56<00:00,  2.64it/s]
Epoch 0: |          | 10115/? [1:03:56<00:00,  2.64it/s]
Epoch 0: |          | 10116/? [1:03:57<00:00,  2.64it/s]
Epoch 0: |          | 10116/? [1:03:57<00:00,  2.64it/s]
Epoch 0: |          | 10117/? [1:03:57<00:00,  2.64it/s]
Epoch 0: |          | 10117/? [1:03:57<00:00,  2.64it/s]
Epoch 0: |          | 10118/? [1:03:57<00:00,  2.64it/s]
Epoch 0: |          | 10118/? [1:03:57<00:00,  2.64it/s]
Epoch 0: |          | 10119/? [1:03:58<00:00,  2.64it/s]
Epoch 0: |          | 10119/? [1:03:58<00:00,  2.64it/s]
Epoch 0: |          | 10120/? [1:03:58<00:00,  2.64it/s]
Epoch 0: |          | 10120/? [1:03:58<00:00,  2.64it/s]
Epoch 0: |          | 10121/? [1:03:58<00:00,  2.64it/s]
Epoch 0: |          | 10121/? [1:03:58<00:00,  2.64it/s]
Epoch 0: |          | 10122/? [1:03:58<00:00,  2.64it/s]
Epoch 0: |          | 10122/? [1:03:58<00:00,  2.64it/s]
Epoch 0: |          | 10123/? [1:03:59<00:00,  2.64it/s]
Epoch 0: |          | 10123/? [1:03:59<00:00,  2.64it/s]
Epoch 0: |          | 10124/? [1:03:59<00:00,  2.64it/s]
Epoch 0: |          | 10124/? [1:03:59<00:00,  2.64it/s]
Epoch 0: |          | 10125/? [1:03:59<00:00,  2.64it/s]
Epoch 0: |          | 10125/? [1:03:59<00:00,  2.64it/s]
Epoch 0: |          | 10126/? [1:04:00<00:00,  2.64it/s]
Epoch 0: |          | 10126/? [1:04:00<00:00,  2.64it/s]
Epoch 0: |          | 10127/? [1:04:00<00:00,  2.64it/s]
Epoch 0: |          | 10127/? [1:04:00<00:00,  2.64it/s]
Epoch 0: |          | 10128/? [1:04:00<00:00,  2.64it/s]
Epoch 0: |          | 10128/? [1:04:00<00:00,  2.64it/s]
Epoch 0: |          | 10129/? [1:04:01<00:00,  2.64it/s]
Epoch 0: |          | 10129/? [1:04:01<00:00,  2.64it/s]
Epoch 0: |          | 10130/? [1:04:01<00:00,  2.64it/s]
Epoch 0: |          | 10130/? [1:04:01<00:00,  2.64it/s]
Epoch 0: |          | 10131/? [1:04:01<00:00,  2.64it/s]
Epoch 0: |          | 10131/? [1:04:01<00:00,  2.64it/s]
Epoch 0: |          | 10132/? [1:04:01<00:00,  2.64it/s]
Epoch 0: |          | 10132/? [1:04:01<00:00,  2.64it/s]
Epoch 0: |          | 10133/? [1:04:02<00:00,  2.64it/s]
Epoch 0: |          | 10133/? [1:04:02<00:00,  2.64it/s]
Epoch 0: |          | 10134/? [1:04:02<00:00,  2.64it/s]
Epoch 0: |          | 10134/? [1:04:02<00:00,  2.64it/s]
Epoch 0: |          | 10135/? [1:04:02<00:00,  2.64it/s]
Epoch 0: |          | 10135/? [1:04:02<00:00,  2.64it/s]
Epoch 0: |          | 10136/? [1:04:03<00:00,  2.64it/s]
Epoch 0: |          | 10136/? [1:04:03<00:00,  2.64it/s]
Epoch 0: |          | 10137/? [1:04:03<00:00,  2.64it/s]
Epoch 0: |          | 10137/? [1:04:03<00:00,  2.64it/s]
Epoch 0: |          | 10138/? [1:04:03<00:00,  2.64it/s]
Epoch 0: |          | 10138/? [1:04:03<00:00,  2.64it/s]
Epoch 0: |          | 10139/? [1:04:04<00:00,  2.64it/s]
Epoch 0: |          | 10139/? [1:04:04<00:00,  2.64it/s]
Epoch 0: |          | 10140/? [1:04:04<00:00,  2.64it/s]
Epoch 0: |          | 10140/? [1:04:04<00:00,  2.64it/s]
Epoch 0: |          | 10141/? [1:04:04<00:00,  2.64it/s]
Epoch 0: |          | 10141/? [1:04:04<00:00,  2.64it/s]
Epoch 0: |          | 10142/? [1:04:05<00:00,  2.64it/s]
Epoch 0: |          | 10142/? [1:04:05<00:00,  2.64it/s]
Epoch 0: |          | 10143/? [1:04:05<00:00,  2.64it/s]
Epoch 0: |          | 10143/? [1:04:05<00:00,  2.64it/s]
Epoch 0: |          | 10144/? [1:04:05<00:00,  2.64it/s]
Epoch 0: |          | 10144/? [1:04:05<00:00,  2.64it/s]
Epoch 0: |          | 10145/? [1:04:05<00:00,  2.64it/s]
Epoch 0: |          | 10145/? [1:04:05<00:00,  2.64it/s]
Epoch 0: |          | 10146/? [1:04:06<00:00,  2.64it/s]
Epoch 0: |          | 10146/? [1:04:06<00:00,  2.64it/s]
Epoch 0: |          | 10147/? [1:04:06<00:00,  2.64it/s]
Epoch 0: |          | 10147/? [1:04:06<00:00,  2.64it/s]
Epoch 0: |          | 10148/? [1:04:06<00:00,  2.64it/s]
Epoch 0: |          | 10148/? [1:04:06<00:00,  2.64it/s]
Epoch 0: |          | 10149/? [1:04:07<00:00,  2.64it/s]
Epoch 0: |          | 10149/? [1:04:07<00:00,  2.64it/s]
Epoch 0: |          | 10150/? [1:04:07<00:00,  2.64it/s]
Epoch 0: |          | 10150/? [1:04:07<00:00,  2.64it/s]
Epoch 0: |          | 10151/? [1:04:07<00:00,  2.64it/s]
Epoch 0: |          | 10151/? [1:04:07<00:00,  2.64it/s]
Epoch 0: |          | 10152/? [1:04:08<00:00,  2.64it/s]
Epoch 0: |          | 10152/? [1:04:08<00:00,  2.64it/s]
Epoch 0: |          | 10153/? [1:04:08<00:00,  2.64it/s]
Epoch 0: |          | 10153/? [1:04:08<00:00,  2.64it/s]
Epoch 0: |          | 10154/? [1:04:08<00:00,  2.64it/s]
Epoch 0: |          | 10154/? [1:04:08<00:00,  2.64it/s]
Epoch 0: |          | 10155/? [1:04:09<00:00,  2.64it/s]
Epoch 0: |          | 10155/? [1:04:09<00:00,  2.64it/s]
Epoch 0: |          | 10156/? [1:04:09<00:00,  2.64it/s]
Epoch 0: |          | 10156/? [1:04:09<00:00,  2.64it/s]
Epoch 0: |          | 10157/? [1:04:09<00:00,  2.64it/s]
Epoch 0: |          | 10157/? [1:04:09<00:00,  2.64it/s]
Epoch 0: |          | 10158/? [1:04:10<00:00,  2.64it/s]
Epoch 0: |          | 10158/? [1:04:10<00:00,  2.64it/s]
Epoch 0: |          | 10159/? [1:04:10<00:00,  2.64it/s]
Epoch 0: |          | 10159/? [1:04:10<00:00,  2.64it/s]
Epoch 0: |          | 10160/? [1:04:10<00:00,  2.64it/s]
Epoch 0: |          | 10160/? [1:04:10<00:00,  2.64it/s]
Epoch 0: |          | 10161/? [1:04:10<00:00,  2.64it/s]
Epoch 0: |          | 10161/? [1:04:10<00:00,  2.64it/s]
Epoch 0: |          | 10162/? [1:04:11<00:00,  2.64it/s]
Epoch 0: |          | 10162/? [1:04:11<00:00,  2.64it/s]
Epoch 0: |          | 10163/? [1:04:11<00:00,  2.64it/s]
Epoch 0: |          | 10163/? [1:04:11<00:00,  2.64it/s]
Epoch 0: |          | 10164/? [1:04:11<00:00,  2.64it/s]
Epoch 0: |          | 10164/? [1:04:11<00:00,  2.64it/s]
Epoch 0: |          | 10165/? [1:04:12<00:00,  2.64it/s]
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Epoch 0: |          | 10166/? [1:04:12<00:00,  2.64it/s]
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Epoch 0: |          | 10167/? [1:04:12<00:00,  2.64it/s]
Epoch 0: |          | 10167/? [1:04:12<00:00,  2.64it/s]
Epoch 0: |          | 10168/? [1:04:13<00:00,  2.64it/s]
Epoch 0: |          | 10168/? [1:04:13<00:00,  2.64it/s]
Epoch 0: |          | 10169/? [1:04:13<00:00,  2.64it/s]
Epoch 0: |          | 10169/? [1:04:13<00:00,  2.64it/s]
Epoch 0: |          | 10170/? [1:04:13<00:00,  2.64it/s]
Epoch 0: |          | 10170/? [1:04:13<00:00,  2.64it/s]
Epoch 0: |          | 10171/? [1:04:14<00:00,  2.64it/s]
Epoch 0: |          | 10171/? [1:04:14<00:00,  2.64it/s]
Epoch 0: |          | 10172/? [1:04:14<00:00,  2.64it/s]
Epoch 0: |          | 10172/? [1:04:14<00:00,  2.64it/s]
Epoch 0: |          | 10173/? [1:04:14<00:00,  2.64it/s]
Epoch 0: |          | 10173/? [1:04:14<00:00,  2.64it/s]
Epoch 0: |          | 10174/? [1:04:15<00:00,  2.64it/s]
Epoch 0: |          | 10174/? [1:04:15<00:00,  2.64it/s]
Epoch 0: |          | 10175/? [1:04:15<00:00,  2.64it/s]
Epoch 0: |          | 10175/? [1:04:15<00:00,  2.64it/s]
Epoch 0: |          | 10176/? [1:04:15<00:00,  2.64it/s]
Epoch 0: |          | 10176/? [1:04:15<00:00,  2.64it/s]
Epoch 0: |          | 10177/? [1:04:15<00:00,  2.64it/s]
Epoch 0: |          | 10177/? [1:04:15<00:00,  2.64it/s]
Epoch 0: |          | 10178/? [1:04:16<00:00,  2.64it/s]
Epoch 0: |          | 10178/? [1:04:16<00:00,  2.64it/s]
Epoch 0: |          | 10179/? [1:04:16<00:00,  2.64it/s]
Epoch 0: |          | 10179/? [1:04:16<00:00,  2.64it/s]
Epoch 0: |          | 10180/? [1:04:16<00:00,  2.64it/s]
Epoch 0: |          | 10180/? [1:04:16<00:00,  2.64it/s]
Epoch 0: |          | 10181/? [1:04:17<00:00,  2.64it/s]
Epoch 0: |          | 10181/? [1:04:17<00:00,  2.64it/s]
Epoch 0: |          | 10182/? [1:04:17<00:00,  2.64it/s]
Epoch 0: |          | 10182/? [1:04:17<00:00,  2.64it/s]
Epoch 0: |          | 10183/? [1:04:17<00:00,  2.64it/s]
Epoch 0: |          | 10183/? [1:04:17<00:00,  2.64it/s]
Epoch 0: |          | 10184/? [1:04:18<00:00,  2.64it/s]
Epoch 0: |          | 10184/? [1:04:18<00:00,  2.64it/s]
Epoch 0: |          | 10185/? [1:04:18<00:00,  2.64it/s]
Epoch 0: |          | 10185/? [1:04:18<00:00,  2.64it/s]
Epoch 0: |          | 10186/? [1:04:18<00:00,  2.64it/s]
Epoch 0: |          | 10186/? [1:04:18<00:00,  2.64it/s]
Epoch 0: |          | 10187/? [1:04:18<00:00,  2.64it/s]
Epoch 0: |          | 10187/? [1:04:18<00:00,  2.64it/s]
Epoch 0: |          | 10188/? [1:04:19<00:00,  2.64it/s]
Epoch 0: |          | 10188/? [1:04:19<00:00,  2.64it/s]
Epoch 0: |          | 10189/? [1:04:19<00:00,  2.64it/s]
Epoch 0: |          | 10189/? [1:04:19<00:00,  2.64it/s]
Epoch 0: |          | 10190/? [1:04:19<00:00,  2.64it/s]
Epoch 0: |          | 10190/? [1:04:19<00:00,  2.64it/s]
Epoch 0: |          | 10191/? [1:04:20<00:00,  2.64it/s]
Epoch 0: |          | 10191/? [1:04:20<00:00,  2.64it/s]
Epoch 0: |          | 10192/? [1:04:20<00:00,  2.64it/s]
Epoch 0: |          | 10192/? [1:04:20<00:00,  2.64it/s]
Epoch 0: |          | 10193/? [1:04:20<00:00,  2.64it/s]
Epoch 0: |          | 10193/? [1:04:20<00:00,  2.64it/s]
Epoch 0: |          | 10194/? [1:04:21<00:00,  2.64it/s]
Epoch 0: |          | 10194/? [1:04:21<00:00,  2.64it/s]
Epoch 0: |          | 10195/? [1:04:21<00:00,  2.64it/s]
Epoch 0: |          | 10195/? [1:04:21<00:00,  2.64it/s]
Epoch 0: |          | 10196/? [1:04:21<00:00,  2.64it/s]
Epoch 0: |          | 10196/? [1:04:21<00:00,  2.64it/s]
Epoch 0: |          | 10197/? [1:04:21<00:00,  2.64it/s]
Epoch 0: |          | 10197/? [1:04:21<00:00,  2.64it/s]
Epoch 0: |          | 10198/? [1:04:22<00:00,  2.64it/s]
Epoch 0: |          | 10198/? [1:04:22<00:00,  2.64it/s]
Epoch 0: |          | 10199/? [1:04:22<00:00,  2.64it/s]
Epoch 0: |          | 10199/? [1:04:22<00:00,  2.64it/s]
Epoch 0: |          | 10200/? [1:04:22<00:00,  2.64it/s]
Epoch 0: |          | 10200/? [1:04:22<00:00,  2.64it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 17.26it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.96it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.91it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.46it/s]

Epoch 0: |          | 10200/? [1:04:23<00:00,  2.64it/s]
Epoch 0: |          | 10201/? [1:04:23<00:00,  2.64it/s]
Epoch 0: |          | 10201/? [1:04:23<00:00,  2.64it/s]
Epoch 0: |          | 10202/? [1:04:23<00:00,  2.64it/s]
Epoch 0: |          | 10202/? [1:04:23<00:00,  2.64it/s]
Epoch 0: |          | 10203/? [1:04:24<00:00,  2.64it/s]
Epoch 0: |          | 10203/? [1:04:24<00:00,  2.64it/s]
Epoch 0: |          | 10204/? [1:04:24<00:00,  2.64it/s]
Epoch 0: |          | 10204/? [1:04:24<00:00,  2.64it/s]
Epoch 0: |          | 10205/? [1:04:24<00:00,  2.64it/s]
Epoch 0: |          | 10205/? [1:04:24<00:00,  2.64it/s]
Epoch 0: |          | 10206/? [1:04:25<00:00,  2.64it/s]
Epoch 0: |          | 10206/? [1:04:25<00:00,  2.64it/s]
Epoch 0: |          | 10207/? [1:04:25<00:00,  2.64it/s]
Epoch 0: |          | 10207/? [1:04:25<00:00,  2.64it/s]
Epoch 0: |          | 10208/? [1:04:25<00:00,  2.64it/s]
Epoch 0: |          | 10208/? [1:04:25<00:00,  2.64it/s]
Epoch 0: |          | 10209/? [1:04:26<00:00,  2.64it/s]
Epoch 0: |          | 10209/? [1:04:26<00:00,  2.64it/s]
Epoch 0: |          | 10210/? [1:04:26<00:00,  2.64it/s]
Epoch 0: |          | 10210/? [1:04:26<00:00,  2.64it/s]
Epoch 0: |          | 10211/? [1:04:26<00:00,  2.64it/s]
Epoch 0: |          | 10211/? [1:04:26<00:00,  2.64it/s]
Epoch 0: |          | 10212/? [1:04:26<00:00,  2.64it/s]
Epoch 0: |          | 10212/? [1:04:26<00:00,  2.64it/s]
Epoch 0: |          | 10213/? [1:04:27<00:00,  2.64it/s]
Epoch 0: |          | 10213/? [1:04:27<00:00,  2.64it/s]
Epoch 0: |          | 10214/? [1:04:27<00:00,  2.64it/s]
Epoch 0: |          | 10214/? [1:04:27<00:00,  2.64it/s]
Epoch 0: |          | 10215/? [1:04:27<00:00,  2.64it/s]
Epoch 0: |          | 10215/? [1:04:27<00:00,  2.64it/s]
Epoch 0: |          | 10216/? [1:04:28<00:00,  2.64it/s]
Epoch 0: |          | 10216/? [1:04:28<00:00,  2.64it/s]
Epoch 0: |          | 10217/? [1:04:28<00:00,  2.64it/s]
Epoch 0: |          | 10217/? [1:04:28<00:00,  2.64it/s]
Epoch 0: |          | 10218/? [1:04:28<00:00,  2.64it/s]
Epoch 0: |          | 10218/? [1:04:28<00:00,  2.64it/s]
Epoch 0: |          | 10219/? [1:04:29<00:00,  2.64it/s]
Epoch 0: |          | 10219/? [1:04:29<00:00,  2.64it/s]
Epoch 0: |          | 10220/? [1:04:29<00:00,  2.64it/s]
Epoch 0: |          | 10220/? [1:04:29<00:00,  2.64it/s]
Epoch 0: |          | 10221/? [1:04:29<00:00,  2.64it/s]
Epoch 0: |          | 10221/? [1:04:29<00:00,  2.64it/s]
Epoch 0: |          | 10222/? [1:04:29<00:00,  2.64it/s]
Epoch 0: |          | 10222/? [1:04:29<00:00,  2.64it/s]
Epoch 0: |          | 10223/? [1:04:30<00:00,  2.64it/s]
Epoch 0: |          | 10223/? [1:04:30<00:00,  2.64it/s]
Epoch 0: |          | 10224/? [1:04:30<00:00,  2.64it/s]
Epoch 0: |          | 10224/? [1:04:30<00:00,  2.64it/s]
Epoch 0: |          | 10225/? [1:04:30<00:00,  2.64it/s]
Epoch 0: |          | 10225/? [1:04:30<00:00,  2.64it/s]
Epoch 0: |          | 10226/? [1:04:31<00:00,  2.64it/s]
Epoch 0: |          | 10226/? [1:04:31<00:00,  2.64it/s]
Epoch 0: |          | 10227/? [1:04:31<00:00,  2.64it/s]
Epoch 0: |          | 10227/? [1:04:31<00:00,  2.64it/s]
Epoch 0: |          | 10228/? [1:04:31<00:00,  2.64it/s]
Epoch 0: |          | 10228/? [1:04:31<00:00,  2.64it/s]
Epoch 0: |          | 10229/? [1:04:32<00:00,  2.64it/s]
Epoch 0: |          | 10229/? [1:04:32<00:00,  2.64it/s]
Epoch 0: |          | 10230/? [1:04:32<00:00,  2.64it/s]
Epoch 0: |          | 10230/? [1:04:32<00:00,  2.64it/s]
Epoch 0: |          | 10231/? [1:04:32<00:00,  2.64it/s]
Epoch 0: |          | 10231/? [1:04:32<00:00,  2.64it/s]
Epoch 0: |          | 10232/? [1:04:33<00:00,  2.64it/s]
Epoch 0: |          | 10232/? [1:04:33<00:00,  2.64it/s]
Epoch 0: |          | 10233/? [1:04:33<00:00,  2.64it/s]
Epoch 0: |          | 10233/? [1:04:33<00:00,  2.64it/s]
Epoch 0: |          | 10234/? [1:04:33<00:00,  2.64it/s]
Epoch 0: |          | 10234/? [1:04:33<00:00,  2.64it/s]
Epoch 0: |          | 10235/? [1:04:33<00:00,  2.64it/s]
Epoch 0: |          | 10235/? [1:04:33<00:00,  2.64it/s]
Epoch 0: |          | 10236/? [1:04:34<00:00,  2.64it/s]
Epoch 0: |          | 10236/? [1:04:34<00:00,  2.64it/s]
Epoch 0: |          | 10237/? [1:04:34<00:00,  2.64it/s]
Epoch 0: |          | 10237/? [1:04:34<00:00,  2.64it/s]
Epoch 0: |          | 10238/? [1:04:34<00:00,  2.64it/s]
Epoch 0: |          | 10238/? [1:04:34<00:00,  2.64it/s]
Epoch 0: |          | 10239/? [1:04:35<00:00,  2.64it/s]
Epoch 0: |          | 10239/? [1:04:35<00:00,  2.64it/s]
Epoch 0: |          | 10240/? [1:04:35<00:00,  2.64it/s]
Epoch 0: |          | 10240/? [1:04:35<00:00,  2.64it/s]
Epoch 0: |          | 10241/? [1:04:35<00:00,  2.64it/s]
Epoch 0: |          | 10241/? [1:04:35<00:00,  2.64it/s]
Epoch 0: |          | 10242/? [1:04:36<00:00,  2.64it/s]
Epoch 0: |          | 10242/? [1:04:36<00:00,  2.64it/s]
Epoch 0: |          | 10243/? [1:04:36<00:00,  2.64it/s]
Epoch 0: |          | 10243/? [1:04:36<00:00,  2.64it/s]
Epoch 0: |          | 10244/? [1:04:36<00:00,  2.64it/s]
Epoch 0: |          | 10244/? [1:04:36<00:00,  2.64it/s]
Epoch 0: |          | 10245/? [1:04:36<00:00,  2.64it/s]
Epoch 0: |          | 10245/? [1:04:36<00:00,  2.64it/s]
Epoch 0: |          | 10246/? [1:04:37<00:00,  2.64it/s]
Epoch 0: |          | 10246/? [1:04:37<00:00,  2.64it/s]
Epoch 0: |          | 10247/? [1:04:37<00:00,  2.64it/s]
Epoch 0: |          | 10247/? [1:04:37<00:00,  2.64it/s]
Epoch 0: |          | 10248/? [1:04:37<00:00,  2.64it/s]
Epoch 0: |          | 10248/? [1:04:37<00:00,  2.64it/s]
Epoch 0: |          | 10249/? [1:04:38<00:00,  2.64it/s]
Epoch 0: |          | 10249/? [1:04:38<00:00,  2.64it/s]
Epoch 0: |          | 10250/? [1:04:38<00:00,  2.64it/s]
Epoch 0: |          | 10250/? [1:04:38<00:00,  2.64it/s]
Epoch 0: |          | 10251/? [1:04:38<00:00,  2.64it/s]
Epoch 0: |          | 10251/? [1:04:38<00:00,  2.64it/s]
Epoch 0: |          | 10252/? [1:04:39<00:00,  2.64it/s]
Epoch 0: |          | 10252/? [1:04:39<00:00,  2.64it/s]
Epoch 0: |          | 10253/? [1:04:39<00:00,  2.64it/s]
Epoch 0: |          | 10253/? [1:04:39<00:00,  2.64it/s]
Epoch 0: |          | 10254/? [1:04:39<00:00,  2.64it/s]
Epoch 0: |          | 10254/? [1:04:39<00:00,  2.64it/s]
Epoch 0: |          | 10255/? [1:04:40<00:00,  2.64it/s]
Epoch 0: |          | 10255/? [1:04:40<00:00,  2.64it/s]
Epoch 0: |          | 10256/? [1:04:40<00:00,  2.64it/s]
Epoch 0: |          | 10256/? [1:04:40<00:00,  2.64it/s]
Epoch 0: |          | 10257/? [1:04:40<00:00,  2.64it/s]
Epoch 0: |          | 10257/? [1:04:40<00:00,  2.64it/s]
Epoch 0: |          | 10258/? [1:04:40<00:00,  2.64it/s]
Epoch 0: |          | 10258/? [1:04:40<00:00,  2.64it/s]
Epoch 0: |          | 10259/? [1:04:41<00:00,  2.64it/s]
Epoch 0: |          | 10259/? [1:04:41<00:00,  2.64it/s]
Epoch 0: |          | 10260/? [1:04:41<00:00,  2.64it/s]
Epoch 0: |          | 10260/? [1:04:41<00:00,  2.64it/s]
Epoch 0: |          | 10261/? [1:04:41<00:00,  2.64it/s]
Epoch 0: |          | 10261/? [1:04:41<00:00,  2.64it/s]
Epoch 0: |          | 10262/? [1:04:42<00:00,  2.64it/s]
Epoch 0: |          | 10262/? [1:04:42<00:00,  2.64it/s]
Epoch 0: |          | 10263/? [1:04:42<00:00,  2.64it/s]
Epoch 0: |          | 10263/? [1:04:42<00:00,  2.64it/s]
Epoch 0: |          | 10264/? [1:04:42<00:00,  2.64it/s]
Epoch 0: |          | 10264/? [1:04:42<00:00,  2.64it/s]
Epoch 0: |          | 10265/? [1:04:43<00:00,  2.64it/s]
Epoch 0: |          | 10265/? [1:04:43<00:00,  2.64it/s]
Epoch 0: |          | 10266/? [1:04:43<00:00,  2.64it/s]
Epoch 0: |          | 10266/? [1:04:43<00:00,  2.64it/s]
Epoch 0: |          | 10267/? [1:04:43<00:00,  2.64it/s]
Epoch 0: |          | 10267/? [1:04:43<00:00,  2.64it/s]
Epoch 0: |          | 10268/? [1:04:44<00:00,  2.64it/s]
Epoch 0: |          | 10268/? [1:04:44<00:00,  2.64it/s]
Epoch 0: |          | 10269/? [1:04:44<00:00,  2.64it/s]
Epoch 0: |          | 10269/? [1:04:44<00:00,  2.64it/s]
Epoch 0: |          | 10270/? [1:04:44<00:00,  2.64it/s]
Epoch 0: |          | 10270/? [1:04:44<00:00,  2.64it/s]
Epoch 0: |          | 10271/? [1:04:45<00:00,  2.64it/s]
Epoch 0: |          | 10271/? [1:04:45<00:00,  2.64it/s]
Epoch 0: |          | 10272/? [1:04:45<00:00,  2.64it/s]
Epoch 0: |          | 10272/? [1:04:45<00:00,  2.64it/s]
Epoch 0: |          | 10273/? [1:04:45<00:00,  2.64it/s]
Epoch 0: |          | 10273/? [1:04:45<00:00,  2.64it/s]
Epoch 0: |          | 10274/? [1:04:45<00:00,  2.64it/s]
Epoch 0: |          | 10274/? [1:04:45<00:00,  2.64it/s]
Epoch 0: |          | 10275/? [1:04:46<00:00,  2.64it/s]
Epoch 0: |          | 10275/? [1:04:46<00:00,  2.64it/s]
Epoch 0: |          | 10276/? [1:04:46<00:00,  2.64it/s]
Epoch 0: |          | 10276/? [1:04:46<00:00,  2.64it/s]
Epoch 0: |          | 10277/? [1:04:46<00:00,  2.64it/s]
Epoch 0: |          | 10277/? [1:04:46<00:00,  2.64it/s]
Epoch 0: |          | 10278/? [1:04:47<00:00,  2.64it/s]
Epoch 0: |          | 10278/? [1:04:47<00:00,  2.64it/s]
Epoch 0: |          | 10279/? [1:04:47<00:00,  2.64it/s]
Epoch 0: |          | 10279/? [1:04:47<00:00,  2.64it/s]
Epoch 0: |          | 10280/? [1:04:47<00:00,  2.64it/s]
Epoch 0: |          | 10280/? [1:04:47<00:00,  2.64it/s]
Epoch 0: |          | 10281/? [1:04:48<00:00,  2.64it/s]
Epoch 0: |          | 10281/? [1:04:48<00:00,  2.64it/s]
Epoch 0: |          | 10282/? [1:04:48<00:00,  2.64it/s]
Epoch 0: |          | 10282/? [1:04:48<00:00,  2.64it/s]
Epoch 0: |          | 10283/? [1:04:48<00:00,  2.64it/s]
Epoch 0: |          | 10283/? [1:04:48<00:00,  2.64it/s]
Epoch 0: |          | 10284/? [1:04:49<00:00,  2.64it/s]
Epoch 0: |          | 10284/? [1:04:49<00:00,  2.64it/s]
Epoch 0: |          | 10285/? [1:04:49<00:00,  2.64it/s]
Epoch 0: |          | 10285/? [1:04:49<00:00,  2.64it/s]
Epoch 0: |          | 10286/? [1:04:49<00:00,  2.64it/s]
Epoch 0: |          | 10286/? [1:04:49<00:00,  2.64it/s]
Epoch 0: |          | 10287/? [1:04:50<00:00,  2.64it/s]
Epoch 0: |          | 10287/? [1:04:50<00:00,  2.64it/s]
Epoch 0: |          | 10288/? [1:04:50<00:00,  2.64it/s]
Epoch 0: |          | 10288/? [1:04:50<00:00,  2.64it/s]
Epoch 0: |          | 10289/? [1:04:50<00:00,  2.64it/s]
Epoch 0: |          | 10289/? [1:04:50<00:00,  2.64it/s]
Epoch 0: |          | 10290/? [1:04:51<00:00,  2.64it/s]
Epoch 0: |          | 10290/? [1:04:51<00:00,  2.64it/s]
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Epoch 0: |          | 10311/? [1:04:57<00:00,  2.65it/s]
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Epoch 0: |          | 10312/? [1:04:57<00:00,  2.65it/s]
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Epoch 0: |          | 10313/? [1:04:58<00:00,  2.65it/s]
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Epoch 0: |          | 10314/? [1:04:58<00:00,  2.65it/s]
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Epoch 0: |          | 10315/? [1:04:58<00:00,  2.65it/s]
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Epoch 0: |          | 10316/? [1:04:59<00:00,  2.65it/s]
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Epoch 0: |          | 10317/? [1:04:59<00:00,  2.65it/s]
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Epoch 0: |          | 10318/? [1:04:59<00:00,  2.65it/s]
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Epoch 0: |          | 10319/? [1:05:00<00:00,  2.65it/s]
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Epoch 0: |          | 10320/? [1:05:00<00:00,  2.65it/s]
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Epoch 0: |          | 10321/? [1:05:00<00:00,  2.65it/s]
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Epoch 0: |          | 10325/? [1:05:01<00:00,  2.65it/s]
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Epoch 0: |          | 10329/? [1:05:03<00:00,  2.65it/s]
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Epoch 0: |          | 10330/? [1:05:03<00:00,  2.65it/s]
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Epoch 0: |          | 10355/? [1:05:11<00:00,  2.65it/s]
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Epoch 0: |          | 10357/? [1:05:11<00:00,  2.65it/s]
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Epoch 0: |          | 10359/? [1:05:12<00:00,  2.65it/s]
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Epoch 0: |          | 10360/? [1:05:12<00:00,  2.65it/s]
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Epoch 0: |          | 10364/? [1:05:13<00:00,  2.65it/s]
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Epoch 0: |          | 10372/? [1:05:16<00:00,  2.65it/s]
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Epoch 0: |          | 10373/? [1:05:16<00:00,  2.65it/s]
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Epoch 0: |          | 10377/? [1:05:17<00:00,  2.65it/s]
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Epoch 0: |          | 10380/? [1:05:18<00:00,  2.65it/s]
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Epoch 0: |          | 10381/? [1:05:19<00:00,  2.65it/s]
Epoch 0: |          | 10381/? [1:05:19<00:00,  2.65it/s]
Epoch 0: |          | 10382/? [1:05:19<00:00,  2.65it/s]
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Epoch 0: |          | 10384/? [1:05:19<00:00,  2.65it/s]
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Epoch 0: |          | 10388/? [1:05:21<00:00,  2.65it/s]
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Epoch 0: |          | 10390/? [1:05:21<00:00,  2.65it/s]
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Epoch 0: |          | 10398/? [1:05:24<00:00,  2.65it/s]
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Epoch 0: |          | 10400/? [1:05:24<00:00,  2.65it/s]
Epoch 0: |          | 10400/? [1:05:24<00:00,  2.65it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.81it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.76it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.53it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.12it/s]

Epoch 0: |          | 10400/? [1:05:25<00:00,  2.65it/s]
Epoch 0: |          | 10401/? [1:05:25<00:00,  2.65it/s]
Epoch 0: |          | 10401/? [1:05:25<00:00,  2.65it/s]
Epoch 0: |          | 10402/? [1:05:25<00:00,  2.65it/s]
Epoch 0: |          | 10402/? [1:05:25<00:00,  2.65it/s]
Epoch 0: |          | 10403/? [1:05:25<00:00,  2.65it/s]
Epoch 0: |          | 10403/? [1:05:25<00:00,  2.65it/s]
Epoch 0: |          | 10404/? [1:05:26<00:00,  2.65it/s]
Epoch 0: |          | 10404/? [1:05:26<00:00,  2.65it/s]
Epoch 0: |          | 10405/? [1:05:26<00:00,  2.65it/s]
Epoch 0: |          | 10405/? [1:05:26<00:00,  2.65it/s]
Epoch 0: |          | 10406/? [1:05:26<00:00,  2.65it/s]
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Epoch 0: |          | 10407/? [1:05:27<00:00,  2.65it/s]
Epoch 0: |          | 10407/? [1:05:27<00:00,  2.65it/s]
Epoch 0: |          | 10408/? [1:05:27<00:00,  2.65it/s]
Epoch 0: |          | 10408/? [1:05:27<00:00,  2.65it/s]
Epoch 0: |          | 10409/? [1:05:27<00:00,  2.65it/s]
Epoch 0: |          | 10409/? [1:05:27<00:00,  2.65it/s]
Epoch 0: |          | 10410/? [1:05:28<00:00,  2.65it/s]
Epoch 0: |          | 10410/? [1:05:28<00:00,  2.65it/s]
Epoch 0: |          | 10411/? [1:05:28<00:00,  2.65it/s]
Epoch 0: |          | 10411/? [1:05:28<00:00,  2.65it/s]
Epoch 0: |          | 10412/? [1:05:28<00:00,  2.65it/s]
Epoch 0: |          | 10412/? [1:05:28<00:00,  2.65it/s]
Epoch 0: |          | 10413/? [1:05:28<00:00,  2.65it/s]
Epoch 0: |          | 10413/? [1:05:28<00:00,  2.65it/s]
Epoch 0: |          | 10414/? [1:05:29<00:00,  2.65it/s]
Epoch 0: |          | 10414/? [1:05:29<00:00,  2.65it/s]
Epoch 0: |          | 10415/? [1:05:29<00:00,  2.65it/s]
Epoch 0: |          | 10415/? [1:05:29<00:00,  2.65it/s]
Epoch 0: |          | 10416/? [1:05:29<00:00,  2.65it/s]
Epoch 0: |          | 10416/? [1:05:29<00:00,  2.65it/s]
Epoch 0: |          | 10417/? [1:05:30<00:00,  2.65it/s]
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Epoch 0: |          | 10449/? [1:05:40<00:00,  2.65it/s]
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Epoch 0: |          | 10459/? [1:05:43<00:00,  2.65it/s]
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Epoch 0: |          | 10462/? [1:05:44<00:00,  2.65it/s]
Epoch 0: |          | 10462/? [1:05:44<00:00,  2.65it/s]
Epoch 0: |          | 10463/? [1:05:44<00:00,  2.65it/s]
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Epoch 0: |          | 10464/? [1:05:44<00:00,  2.65it/s]
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Epoch 0: |          | 10465/? [1:05:45<00:00,  2.65it/s]
Epoch 0: |          | 10465/? [1:05:45<00:00,  2.65it/s]
Epoch 0: |          | 10466/? [1:05:45<00:00,  2.65it/s]
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Epoch 0: |          | 10469/? [1:05:46<00:00,  2.65it/s]
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Epoch 0: |          | 10470/? [1:05:46<00:00,  2.65it/s]
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Epoch 0: |          | 10471/? [1:05:46<00:00,  2.65it/s]
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Epoch 0: |          | 10472/? [1:05:47<00:00,  2.65it/s]
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Epoch 0: |          | 10473/? [1:05:47<00:00,  2.65it/s]
Epoch 0: |          | 10473/? [1:05:47<00:00,  2.65it/s]
Epoch 0: |          | 10474/? [1:05:47<00:00,  2.65it/s]
Epoch 0: |          | 10474/? [1:05:47<00:00,  2.65it/s]
Epoch 0: |          | 10475/? [1:05:48<00:00,  2.65it/s]
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Epoch 0: |          | 10476/? [1:05:48<00:00,  2.65it/s]
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Epoch 0: |          | 10477/? [1:05:48<00:00,  2.65it/s]
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Epoch 0: |          | 10478/? [1:05:49<00:00,  2.65it/s]
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Epoch 0: |          | 10479/? [1:05:49<00:00,  2.65it/s]
Epoch 0: |          | 10479/? [1:05:49<00:00,  2.65it/s]
Epoch 0: |          | 10480/? [1:05:49<00:00,  2.65it/s]
Epoch 0: |          | 10480/? [1:05:49<00:00,  2.65it/s]
Epoch 0: |          | 10481/? [1:05:49<00:00,  2.65it/s]
Epoch 0: |          | 10481/? [1:05:49<00:00,  2.65it/s]
Epoch 0: |          | 10482/? [1:05:50<00:00,  2.65it/s]
Epoch 0: |          | 10482/? [1:05:50<00:00,  2.65it/s]
Epoch 0: |          | 10483/? [1:05:50<00:00,  2.65it/s]
Epoch 0: |          | 10483/? [1:05:50<00:00,  2.65it/s]
Epoch 0: |          | 10484/? [1:05:50<00:00,  2.65it/s]
Epoch 0: |          | 10484/? [1:05:50<00:00,  2.65it/s]
Epoch 0: |          | 10485/? [1:05:51<00:00,  2.65it/s]
Epoch 0: |          | 10485/? [1:05:51<00:00,  2.65it/s]
Epoch 0: |          | 10486/? [1:05:51<00:00,  2.65it/s]
Epoch 0: |          | 10486/? [1:05:51<00:00,  2.65it/s]
Epoch 0: |          | 10487/? [1:05:51<00:00,  2.65it/s]
Epoch 0: |          | 10487/? [1:05:51<00:00,  2.65it/s]
Epoch 0: |          | 10488/? [1:05:52<00:00,  2.65it/s]
Epoch 0: |          | 10488/? [1:05:52<00:00,  2.65it/s]
Epoch 0: |          | 10489/? [1:05:52<00:00,  2.65it/s]
Epoch 0: |          | 10489/? [1:05:52<00:00,  2.65it/s]
Epoch 0: |          | 10490/? [1:05:52<00:00,  2.65it/s]
Epoch 0: |          | 10490/? [1:05:52<00:00,  2.65it/s]
Epoch 0: |          | 10491/? [1:05:52<00:00,  2.65it/s]
Epoch 0: |          | 10491/? [1:05:52<00:00,  2.65it/s]
Epoch 0: |          | 10492/? [1:05:53<00:00,  2.65it/s]
Epoch 0: |          | 10492/? [1:05:53<00:00,  2.65it/s]
Epoch 0: |          | 10493/? [1:05:53<00:00,  2.65it/s]
Epoch 0: |          | 10493/? [1:05:53<00:00,  2.65it/s]
Epoch 0: |          | 10494/? [1:05:53<00:00,  2.65it/s]
Epoch 0: |          | 10494/? [1:05:53<00:00,  2.65it/s]
Epoch 0: |          | 10495/? [1:05:54<00:00,  2.65it/s]
Epoch 0: |          | 10495/? [1:05:54<00:00,  2.65it/s]
Epoch 0: |          | 10496/? [1:05:54<00:00,  2.65it/s]
Epoch 0: |          | 10496/? [1:05:54<00:00,  2.65it/s]
Epoch 0: |          | 10497/? [1:05:54<00:00,  2.65it/s]
Epoch 0: |          | 10497/? [1:05:54<00:00,  2.65it/s]
Epoch 0: |          | 10498/? [1:05:55<00:00,  2.65it/s]
Epoch 0: |          | 10498/? [1:05:55<00:00,  2.65it/s]
Epoch 0: |          | 10499/? [1:05:55<00:00,  2.65it/s]
Epoch 0: |          | 10499/? [1:05:55<00:00,  2.65it/s]
Epoch 0: |          | 10500/? [1:05:55<00:00,  2.65it/s]
Epoch 0: |          | 10500/? [1:05:55<00:00,  2.65it/s]
Epoch 0: |          | 10501/? [1:05:56<00:00,  2.65it/s]
Epoch 0: |          | 10501/? [1:05:56<00:00,  2.65it/s]
Epoch 0: |          | 10502/? [1:05:56<00:00,  2.65it/s]
Epoch 0: |          | 10502/? [1:05:56<00:00,  2.65it/s]
Epoch 0: |          | 10503/? [1:05:56<00:00,  2.65it/s]
Epoch 0: |          | 10503/? [1:05:56<00:00,  2.65it/s]
Epoch 0: |          | 10504/? [1:05:56<00:00,  2.65it/s]
Epoch 0: |          | 10504/? [1:05:56<00:00,  2.65it/s]
Epoch 0: |          | 10505/? [1:05:57<00:00,  2.65it/s]
Epoch 0: |          | 10505/? [1:05:57<00:00,  2.65it/s]
Epoch 0: |          | 10506/? [1:05:57<00:00,  2.65it/s]
Epoch 0: |          | 10506/? [1:05:57<00:00,  2.65it/s]
Epoch 0: |          | 10507/? [1:05:57<00:00,  2.65it/s]
Epoch 0: |          | 10507/? [1:05:57<00:00,  2.65it/s]
Epoch 0: |          | 10508/? [1:05:58<00:00,  2.65it/s]
Epoch 0: |          | 10508/? [1:05:58<00:00,  2.65it/s]
Epoch 0: |          | 10509/? [1:05:58<00:00,  2.65it/s]
Epoch 0: |          | 10509/? [1:05:58<00:00,  2.65it/s]
Epoch 0: |          | 10510/? [1:05:58<00:00,  2.65it/s]
Epoch 0: |          | 10510/? [1:05:58<00:00,  2.65it/s]
Epoch 0: |          | 10511/? [1:05:59<00:00,  2.65it/s]
Epoch 0: |          | 10511/? [1:05:59<00:00,  2.65it/s]
Epoch 0: |          | 10512/? [1:05:59<00:00,  2.65it/s]
Epoch 0: |          | 10512/? [1:05:59<00:00,  2.65it/s]
Epoch 0: |          | 10513/? [1:05:59<00:00,  2.66it/s]
Epoch 0: |          | 10513/? [1:05:59<00:00,  2.66it/s]
Epoch 0: |          | 10514/? [1:05:59<00:00,  2.66it/s]
Epoch 0: |          | 10514/? [1:05:59<00:00,  2.66it/s]
Epoch 0: |          | 10515/? [1:06:00<00:00,  2.66it/s]
Epoch 0: |          | 10515/? [1:06:00<00:00,  2.66it/s]
Epoch 0: |          | 10516/? [1:06:00<00:00,  2.66it/s]
Epoch 0: |          | 10516/? [1:06:00<00:00,  2.66it/s]
Epoch 0: |          | 10517/? [1:06:00<00:00,  2.66it/s]
Epoch 0: |          | 10517/? [1:06:00<00:00,  2.66it/s]
Epoch 0: |          | 10518/? [1:06:01<00:00,  2.66it/s]
Epoch 0: |          | 10518/? [1:06:01<00:00,  2.66it/s]
Epoch 0: |          | 10519/? [1:06:01<00:00,  2.66it/s]
Epoch 0: |          | 10519/? [1:06:01<00:00,  2.66it/s]
Epoch 0: |          | 10520/? [1:06:01<00:00,  2.66it/s]
Epoch 0: |          | 10520/? [1:06:01<00:00,  2.66it/s]
Epoch 0: |          | 10521/? [1:06:02<00:00,  2.66it/s]
Epoch 0: |          | 10521/? [1:06:02<00:00,  2.66it/s]
Epoch 0: |          | 10522/? [1:06:02<00:00,  2.66it/s]
Epoch 0: |          | 10522/? [1:06:02<00:00,  2.66it/s]
Epoch 0: |          | 10523/? [1:06:02<00:00,  2.66it/s]
Epoch 0: |          | 10523/? [1:06:02<00:00,  2.66it/s]
Epoch 0: |          | 10524/? [1:06:03<00:00,  2.66it/s]
Epoch 0: |          | 10524/? [1:06:03<00:00,  2.66it/s]
Epoch 0: |          | 10525/? [1:06:03<00:00,  2.66it/s]
Epoch 0: |          | 10525/? [1:06:03<00:00,  2.66it/s]
Epoch 0: |          | 10526/? [1:06:03<00:00,  2.66it/s]
Epoch 0: |          | 10526/? [1:06:03<00:00,  2.66it/s]
Epoch 0: |          | 10527/? [1:06:04<00:00,  2.66it/s]
Epoch 0: |          | 10527/? [1:06:04<00:00,  2.66it/s]
Epoch 0: |          | 10528/? [1:06:04<00:00,  2.66it/s]
Epoch 0: |          | 10528/? [1:06:04<00:00,  2.66it/s]
Epoch 0: |          | 10529/? [1:06:04<00:00,  2.66it/s]
Epoch 0: |          | 10529/? [1:06:04<00:00,  2.66it/s]
Epoch 0: |          | 10530/? [1:06:04<00:00,  2.66it/s]
Epoch 0: |          | 10530/? [1:06:04<00:00,  2.66it/s]
Epoch 0: |          | 10531/? [1:06:05<00:00,  2.66it/s]
Epoch 0: |          | 10531/? [1:06:05<00:00,  2.66it/s]
Epoch 0: |          | 10532/? [1:06:05<00:00,  2.66it/s]
Epoch 0: |          | 10532/? [1:06:05<00:00,  2.66it/s]
Epoch 0: |          | 10533/? [1:06:05<00:00,  2.66it/s]
Epoch 0: |          | 10533/? [1:06:05<00:00,  2.66it/s]
Epoch 0: |          | 10534/? [1:06:06<00:00,  2.66it/s]
Epoch 0: |          | 10534/? [1:06:06<00:00,  2.66it/s]
Epoch 0: |          | 10535/? [1:06:06<00:00,  2.66it/s]
Epoch 0: |          | 10535/? [1:06:06<00:00,  2.66it/s]
Epoch 0: |          | 10536/? [1:06:06<00:00,  2.66it/s]
Epoch 0: |          | 10536/? [1:06:06<00:00,  2.66it/s]
Epoch 0: |          | 10537/? [1:06:07<00:00,  2.66it/s]
Epoch 0: |          | 10537/? [1:06:07<00:00,  2.66it/s]
Epoch 0: |          | 10538/? [1:06:07<00:00,  2.66it/s]
Epoch 0: |          | 10538/? [1:06:07<00:00,  2.66it/s]
Epoch 0: |          | 10539/? [1:06:07<00:00,  2.66it/s]
Epoch 0: |          | 10539/? [1:06:07<00:00,  2.66it/s]
Epoch 0: |          | 10540/? [1:06:08<00:00,  2.66it/s]
Epoch 0: |          | 10540/? [1:06:08<00:00,  2.66it/s]
Epoch 0: |          | 10541/? [1:06:08<00:00,  2.66it/s]
Epoch 0: |          | 10541/? [1:06:08<00:00,  2.66it/s]
Epoch 0: |          | 10542/? [1:06:08<00:00,  2.66it/s]
Epoch 0: |          | 10542/? [1:06:08<00:00,  2.66it/s]
Epoch 0: |          | 10543/? [1:06:08<00:00,  2.66it/s]
Epoch 0: |          | 10543/? [1:06:08<00:00,  2.66it/s]
Epoch 0: |          | 10544/? [1:06:09<00:00,  2.66it/s]
Epoch 0: |          | 10544/? [1:06:09<00:00,  2.66it/s]
Epoch 0: |          | 10545/? [1:06:09<00:00,  2.66it/s]
Epoch 0: |          | 10545/? [1:06:09<00:00,  2.66it/s]
Epoch 0: |          | 10546/? [1:06:09<00:00,  2.66it/s]
Epoch 0: |          | 10546/? [1:06:09<00:00,  2.66it/s]
Epoch 0: |          | 10547/? [1:06:10<00:00,  2.66it/s]
Epoch 0: |          | 10547/? [1:06:10<00:00,  2.66it/s]
Epoch 0: |          | 10548/? [1:06:10<00:00,  2.66it/s]
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Epoch 0: |          | 10553/? [1:06:11<00:00,  2.66it/s]
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Epoch 0: |          | 10554/? [1:06:12<00:00,  2.66it/s]
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Epoch 0: |          | 10555/? [1:06:12<00:00,  2.66it/s]
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Epoch 0: |          | 10556/? [1:06:12<00:00,  2.66it/s]
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Epoch 0: |          | 10557/? [1:06:13<00:00,  2.66it/s]
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Epoch 0: |          | 10559/? [1:06:13<00:00,  2.66it/s]
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Epoch 0: |          | 10560/? [1:06:14<00:00,  2.66it/s]
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Epoch 0: |          | 10561/? [1:06:14<00:00,  2.66it/s]
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Epoch 0: |          | 10562/? [1:06:14<00:00,  2.66it/s]
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Epoch 0: |          | 10563/? [1:06:15<00:00,  2.66it/s]
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Epoch 0: |          | 10564/? [1:06:15<00:00,  2.66it/s]
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Epoch 0: |          | 10565/? [1:06:15<00:00,  2.66it/s]
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Epoch 0: |          | 10566/? [1:06:15<00:00,  2.66it/s]
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Epoch 0: |          | 10567/? [1:06:16<00:00,  2.66it/s]
Epoch 0: |          | 10567/? [1:06:16<00:00,  2.66it/s]
Epoch 0: |          | 10568/? [1:06:16<00:00,  2.66it/s]
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Epoch 0: |          | 10569/? [1:06:16<00:00,  2.66it/s]
Epoch 0: |          | 10569/? [1:06:16<00:00,  2.66it/s]
Epoch 0: |          | 10570/? [1:06:17<00:00,  2.66it/s]
Epoch 0: |          | 10570/? [1:06:17<00:00,  2.66it/s]
Epoch 0: |          | 10571/? [1:06:17<00:00,  2.66it/s]
Epoch 0: |          | 10571/? [1:06:17<00:00,  2.66it/s]
Epoch 0: |          | 10572/? [1:06:17<00:00,  2.66it/s]
Epoch 0: |          | 10572/? [1:06:17<00:00,  2.66it/s]
Epoch 0: |          | 10573/? [1:06:18<00:00,  2.66it/s]
Epoch 0: |          | 10573/? [1:06:18<00:00,  2.66it/s]
Epoch 0: |          | 10574/? [1:06:18<00:00,  2.66it/s]
Epoch 0: |          | 10574/? [1:06:18<00:00,  2.66it/s]
Epoch 0: |          | 10575/? [1:06:18<00:00,  2.66it/s]
Epoch 0: |          | 10575/? [1:06:18<00:00,  2.66it/s]
Epoch 0: |          | 10576/? [1:06:18<00:00,  2.66it/s]
Epoch 0: |          | 10576/? [1:06:18<00:00,  2.66it/s]
Epoch 0: |          | 10577/? [1:06:19<00:00,  2.66it/s]
Epoch 0: |          | 10577/? [1:06:19<00:00,  2.66it/s]
Epoch 0: |          | 10578/? [1:06:19<00:00,  2.66it/s]
Epoch 0: |          | 10578/? [1:06:19<00:00,  2.66it/s]
Epoch 0: |          | 10579/? [1:06:19<00:00,  2.66it/s]
Epoch 0: |          | 10579/? [1:06:19<00:00,  2.66it/s]
Epoch 0: |          | 10580/? [1:06:20<00:00,  2.66it/s]
Epoch 0: |          | 10580/? [1:06:20<00:00,  2.66it/s]
Epoch 0: |          | 10581/? [1:06:20<00:00,  2.66it/s]
Epoch 0: |          | 10581/? [1:06:20<00:00,  2.66it/s]
Epoch 0: |          | 10582/? [1:06:20<00:00,  2.66it/s]
Epoch 0: |          | 10582/? [1:06:20<00:00,  2.66it/s]
Epoch 0: |          | 10583/? [1:06:21<00:00,  2.66it/s]
Epoch 0: |          | 10583/? [1:06:21<00:00,  2.66it/s]
Epoch 0: |          | 10584/? [1:06:21<00:00,  2.66it/s]
Epoch 0: |          | 10584/? [1:06:21<00:00,  2.66it/s]
Epoch 0: |          | 10585/? [1:06:21<00:00,  2.66it/s]
Epoch 0: |          | 10585/? [1:06:21<00:00,  2.66it/s]
Epoch 0: |          | 10586/? [1:06:21<00:00,  2.66it/s]
Epoch 0: |          | 10586/? [1:06:21<00:00,  2.66it/s]
Epoch 0: |          | 10587/? [1:06:22<00:00,  2.66it/s]
Epoch 0: |          | 10587/? [1:06:22<00:00,  2.66it/s]
Epoch 0: |          | 10588/? [1:06:22<00:00,  2.66it/s]
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Epoch 0: |          | 10589/? [1:06:22<00:00,  2.66it/s]
Epoch 0: |          | 10589/? [1:06:22<00:00,  2.66it/s]
Epoch 0: |          | 10590/? [1:06:23<00:00,  2.66it/s]
Epoch 0: |          | 10590/? [1:06:23<00:00,  2.66it/s]
Epoch 0: |          | 10591/? [1:06:23<00:00,  2.66it/s]
Epoch 0: |          | 10591/? [1:06:23<00:00,  2.66it/s]
Epoch 0: |          | 10592/? [1:06:23<00:00,  2.66it/s]
Epoch 0: |          | 10592/? [1:06:23<00:00,  2.66it/s]
Epoch 0: |          | 10593/? [1:06:24<00:00,  2.66it/s]
Epoch 0: |          | 10593/? [1:06:24<00:00,  2.66it/s]
Epoch 0: |          | 10594/? [1:06:24<00:00,  2.66it/s]
Epoch 0: |          | 10594/? [1:06:24<00:00,  2.66it/s]
Epoch 0: |          | 10595/? [1:06:24<00:00,  2.66it/s]
Epoch 0: |          | 10595/? [1:06:24<00:00,  2.66it/s]
Epoch 0: |          | 10596/? [1:06:25<00:00,  2.66it/s]
Epoch 0: |          | 10596/? [1:06:25<00:00,  2.66it/s]
Epoch 0: |          | 10597/? [1:06:25<00:00,  2.66it/s]
Epoch 0: |          | 10597/? [1:06:25<00:00,  2.66it/s]
Epoch 0: |          | 10598/? [1:06:25<00:00,  2.66it/s]
Epoch 0: |          | 10598/? [1:06:25<00:00,  2.66it/s]
Epoch 0: |          | 10599/? [1:06:25<00:00,  2.66it/s]
Epoch 0: |          | 10599/? [1:06:25<00:00,  2.66it/s]
Epoch 0: |          | 10600/? [1:06:26<00:00,  2.66it/s]
Epoch 0: |          | 10600/? [1:06:26<00:00,  2.66it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.17it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.83it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.96it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.52it/s]

Epoch 0: |          | 10600/? [1:06:26<00:00,  2.66it/s]
Epoch 0: |          | 10601/? [1:06:26<00:00,  2.66it/s]
Epoch 0: |          | 10601/? [1:06:26<00:00,  2.66it/s]
Epoch 0: |          | 10602/? [1:06:27<00:00,  2.66it/s]
Epoch 0: |          | 10602/? [1:06:27<00:00,  2.66it/s]
Epoch 0: |          | 10603/? [1:06:27<00:00,  2.66it/s]
Epoch 0: |          | 10603/? [1:06:27<00:00,  2.66it/s]
Epoch 0: |          | 10604/? [1:06:27<00:00,  2.66it/s]
Epoch 0: |          | 10604/? [1:06:27<00:00,  2.66it/s]
Epoch 0: |          | 10605/? [1:06:28<00:00,  2.66it/s]
Epoch 0: |          | 10605/? [1:06:28<00:00,  2.66it/s]
Epoch 0: |          | 10606/? [1:06:28<00:00,  2.66it/s]
Epoch 0: |          | 10606/? [1:06:28<00:00,  2.66it/s]
Epoch 0: |          | 10607/? [1:06:28<00:00,  2.66it/s]
Epoch 0: |          | 10607/? [1:06:28<00:00,  2.66it/s]
Epoch 0: |          | 10608/? [1:06:28<00:00,  2.66it/s]
Epoch 0: |          | 10608/? [1:06:28<00:00,  2.66it/s]
Epoch 0: |          | 10609/? [1:06:29<00:00,  2.66it/s]
Epoch 0: |          | 10609/? [1:06:29<00:00,  2.66it/s]
Epoch 0: |          | 10610/? [1:06:29<00:00,  2.66it/s]
Epoch 0: |          | 10610/? [1:06:29<00:00,  2.66it/s]
Epoch 0: |          | 10611/? [1:06:29<00:00,  2.66it/s]
Epoch 0: |          | 10611/? [1:06:29<00:00,  2.66it/s]
Epoch 0: |          | 10612/? [1:06:30<00:00,  2.66it/s]
Epoch 0: |          | 10612/? [1:06:30<00:00,  2.66it/s]
Epoch 0: |          | 10613/? [1:06:30<00:00,  2.66it/s]
Epoch 0: |          | 10613/? [1:06:30<00:00,  2.66it/s]
Epoch 0: |          | 10614/? [1:06:30<00:00,  2.66it/s]
Epoch 0: |          | 10614/? [1:06:30<00:00,  2.66it/s]
Epoch 0: |          | 10615/? [1:06:31<00:00,  2.66it/s]
Epoch 0: |          | 10615/? [1:06:31<00:00,  2.66it/s]
Epoch 0: |          | 10616/? [1:06:31<00:00,  2.66it/s]
Epoch 0: |          | 10616/? [1:06:31<00:00,  2.66it/s]
Epoch 0: |          | 10617/? [1:06:31<00:00,  2.66it/s]
Epoch 0: |          | 10617/? [1:06:31<00:00,  2.66it/s]
Epoch 0: |          | 10618/? [1:06:32<00:00,  2.66it/s]
Epoch 0: |          | 10618/? [1:06:32<00:00,  2.66it/s]
Epoch 0: |          | 10619/? [1:06:32<00:00,  2.66it/s]
Epoch 0: |          | 10619/? [1:06:32<00:00,  2.66it/s]
Epoch 0: |          | 10620/? [1:06:32<00:00,  2.66it/s]
Epoch 0: |          | 10620/? [1:06:32<00:00,  2.66it/s]
Epoch 0: |          | 10621/? [1:06:33<00:00,  2.66it/s]
Epoch 0: |          | 10621/? [1:06:33<00:00,  2.66it/s]
Epoch 0: |          | 10622/? [1:06:33<00:00,  2.66it/s]
Epoch 0: |          | 10622/? [1:06:33<00:00,  2.66it/s]
Epoch 0: |          | 10623/? [1:06:33<00:00,  2.66it/s]
Epoch 0: |          | 10623/? [1:06:33<00:00,  2.66it/s]
Epoch 0: |          | 10624/? [1:06:33<00:00,  2.66it/s]
Epoch 0: |          | 10624/? [1:06:33<00:00,  2.66it/s]
Epoch 0: |          | 10625/? [1:06:34<00:00,  2.66it/s]
Epoch 0: |          | 10625/? [1:06:34<00:00,  2.66it/s]
Epoch 0: |          | 10626/? [1:06:34<00:00,  2.66it/s]
Epoch 0: |          | 10626/? [1:06:34<00:00,  2.66it/s]
Epoch 0: |          | 10627/? [1:06:34<00:00,  2.66it/s]
Epoch 0: |          | 10627/? [1:06:34<00:00,  2.66it/s]
Epoch 0: |          | 10628/? [1:06:35<00:00,  2.66it/s]
Epoch 0: |          | 10628/? [1:06:35<00:00,  2.66it/s]
Epoch 0: |          | 10629/? [1:06:35<00:00,  2.66it/s]
Epoch 0: |          | 10629/? [1:06:35<00:00,  2.66it/s]
Epoch 0: |          | 10630/? [1:06:35<00:00,  2.66it/s]
Epoch 0: |          | 10630/? [1:06:35<00:00,  2.66it/s]
Epoch 0: |          | 10631/? [1:06:36<00:00,  2.66it/s]
Epoch 0: |          | 10631/? [1:06:36<00:00,  2.66it/s]
Epoch 0: |          | 10632/? [1:06:36<00:00,  2.66it/s]
Epoch 0: |          | 10632/? [1:06:36<00:00,  2.66it/s]
Epoch 0: |          | 10633/? [1:06:36<00:00,  2.66it/s]
Epoch 0: |          | 10633/? [1:06:36<00:00,  2.66it/s]
Epoch 0: |          | 10634/? [1:06:37<00:00,  2.66it/s]
Epoch 0: |          | 10634/? [1:06:37<00:00,  2.66it/s]
Epoch 0: |          | 10635/? [1:06:37<00:00,  2.66it/s]
Epoch 0: |          | 10635/? [1:06:37<00:00,  2.66it/s]
Epoch 0: |          | 10636/? [1:06:37<00:00,  2.66it/s]
Epoch 0: |          | 10636/? [1:06:37<00:00,  2.66it/s]
Epoch 0: |          | 10637/? [1:06:37<00:00,  2.66it/s]
Epoch 0: |          | 10637/? [1:06:37<00:00,  2.66it/s]
Epoch 0: |          | 10638/? [1:06:38<00:00,  2.66it/s]
Epoch 0: |          | 10638/? [1:06:38<00:00,  2.66it/s]
Epoch 0: |          | 10639/? [1:06:38<00:00,  2.66it/s]
Epoch 0: |          | 10639/? [1:06:38<00:00,  2.66it/s]
Epoch 0: |          | 10640/? [1:06:38<00:00,  2.66it/s]
Epoch 0: |          | 10640/? [1:06:38<00:00,  2.66it/s]
Epoch 0: |          | 10641/? [1:06:39<00:00,  2.66it/s]
Epoch 0: |          | 10641/? [1:06:39<00:00,  2.66it/s]
Epoch 0: |          | 10642/? [1:06:39<00:00,  2.66it/s]
Epoch 0: |          | 10642/? [1:06:39<00:00,  2.66it/s]
Epoch 0: |          | 10643/? [1:06:39<00:00,  2.66it/s]
Epoch 0: |          | 10643/? [1:06:39<00:00,  2.66it/s]
Epoch 0: |          | 10644/? [1:06:40<00:00,  2.66it/s]
Epoch 0: |          | 10644/? [1:06:40<00:00,  2.66it/s]
Epoch 0: |          | 10645/? [1:06:40<00:00,  2.66it/s]
Epoch 0: |          | 10645/? [1:06:40<00:00,  2.66it/s]
Epoch 0: |          | 10646/? [1:06:40<00:00,  2.66it/s]
Epoch 0: |          | 10646/? [1:06:40<00:00,  2.66it/s]
Epoch 0: |          | 10647/? [1:06:40<00:00,  2.66it/s]
Epoch 0: |          | 10647/? [1:06:40<00:00,  2.66it/s]
Epoch 0: |          | 10648/? [1:06:41<00:00,  2.66it/s]
Epoch 0: |          | 10648/? [1:06:41<00:00,  2.66it/s]
Epoch 0: |          | 10649/? [1:06:41<00:00,  2.66it/s]
Epoch 0: |          | 10649/? [1:06:41<00:00,  2.66it/s]
Epoch 0: |          | 10650/? [1:06:41<00:00,  2.66it/s]
Epoch 0: |          | 10650/? [1:06:41<00:00,  2.66it/s]
Epoch 0: |          | 10651/? [1:06:42<00:00,  2.66it/s]
Epoch 0: |          | 10651/? [1:06:42<00:00,  2.66it/s]
Epoch 0: |          | 10652/? [1:06:42<00:00,  2.66it/s]
Epoch 0: |          | 10652/? [1:06:42<00:00,  2.66it/s]
Epoch 0: |          | 10653/? [1:06:42<00:00,  2.66it/s]
Epoch 0: |          | 10653/? [1:06:42<00:00,  2.66it/s]
Epoch 0: |          | 10654/? [1:06:43<00:00,  2.66it/s]
Epoch 0: |          | 10654/? [1:06:43<00:00,  2.66it/s]
Epoch 0: |          | 10655/? [1:06:43<00:00,  2.66it/s]
Epoch 0: |          | 10655/? [1:06:43<00:00,  2.66it/s]
Epoch 0: |          | 10656/? [1:06:43<00:00,  2.66it/s]
Epoch 0: |          | 10656/? [1:06:43<00:00,  2.66it/s]
Epoch 0: |          | 10657/? [1:06:44<00:00,  2.66it/s]
Epoch 0: |          | 10657/? [1:06:44<00:00,  2.66it/s]
Epoch 0: |          | 10658/? [1:06:44<00:00,  2.66it/s]
Epoch 0: |          | 10658/? [1:06:44<00:00,  2.66it/s]
Epoch 0: |          | 10659/? [1:06:44<00:00,  2.66it/s]
Epoch 0: |          | 10659/? [1:06:44<00:00,  2.66it/s]
Epoch 0: |          | 10660/? [1:06:44<00:00,  2.66it/s]
Epoch 0: |          | 10660/? [1:06:44<00:00,  2.66it/s]
Epoch 0: |          | 10661/? [1:06:45<00:00,  2.66it/s]
Epoch 0: |          | 10661/? [1:06:45<00:00,  2.66it/s]
Epoch 0: |          | 10662/? [1:06:45<00:00,  2.66it/s]
Epoch 0: |          | 10662/? [1:06:45<00:00,  2.66it/s]
Epoch 0: |          | 10663/? [1:06:45<00:00,  2.66it/s]
Epoch 0: |          | 10663/? [1:06:45<00:00,  2.66it/s]
Epoch 0: |          | 10664/? [1:06:46<00:00,  2.66it/s]
Epoch 0: |          | 10664/? [1:06:46<00:00,  2.66it/s]
Epoch 0: |          | 10665/? [1:06:46<00:00,  2.66it/s]
Epoch 0: |          | 10665/? [1:06:46<00:00,  2.66it/s]
Epoch 0: |          | 10666/? [1:06:46<00:00,  2.66it/s]
Epoch 0: |          | 10666/? [1:06:46<00:00,  2.66it/s]
Epoch 0: |          | 10667/? [1:06:47<00:00,  2.66it/s]
Epoch 0: |          | 10667/? [1:06:47<00:00,  2.66it/s]
Epoch 0: |          | 10668/? [1:06:47<00:00,  2.66it/s]
Epoch 0: |          | 10668/? [1:06:47<00:00,  2.66it/s]
Epoch 0: |          | 10669/? [1:06:47<00:00,  2.66it/s]
Epoch 0: |          | 10669/? [1:06:47<00:00,  2.66it/s]
Epoch 0: |          | 10670/? [1:06:47<00:00,  2.66it/s]
Epoch 0: |          | 10670/? [1:06:47<00:00,  2.66it/s]
Epoch 0: |          | 10671/? [1:06:48<00:00,  2.66it/s]
Epoch 0: |          | 10671/? [1:06:48<00:00,  2.66it/s]
Epoch 0: |          | 10672/? [1:06:48<00:00,  2.66it/s]
Epoch 0: |          | 10672/? [1:06:48<00:00,  2.66it/s]
Epoch 0: |          | 10673/? [1:06:48<00:00,  2.66it/s]
Epoch 0: |          | 10673/? [1:06:48<00:00,  2.66it/s]
Epoch 0: |          | 10674/? [1:06:49<00:00,  2.66it/s]
Epoch 0: |          | 10674/? [1:06:49<00:00,  2.66it/s]
Epoch 0: |          | 10675/? [1:06:49<00:00,  2.66it/s]
Epoch 0: |          | 10675/? [1:06:49<00:00,  2.66it/s]
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Epoch 0: |          | 10708/? [1:06:59<00:00,  2.66it/s]
Epoch 0: |          | 10708/? [1:06:59<00:00,  2.66it/s]
Epoch 0: |          | 10709/? [1:06:59<00:00,  2.66it/s]
Epoch 0: |          | 10709/? [1:06:59<00:00,  2.66it/s]
Epoch 0: |          | 10710/? [1:07:00<00:00,  2.66it/s]
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Epoch 0: |          | 10711/? [1:07:00<00:00,  2.66it/s]
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Epoch 0: |          | 10712/? [1:07:00<00:00,  2.66it/s]
Epoch 0: |          | 10712/? [1:07:00<00:00,  2.66it/s]
Epoch 0: |          | 10713/? [1:07:01<00:00,  2.66it/s]
Epoch 0: |          | 10713/? [1:07:01<00:00,  2.66it/s]
Epoch 0: |          | 10714/? [1:07:01<00:00,  2.66it/s]
Epoch 0: |          | 10714/? [1:07:01<00:00,  2.66it/s]
Epoch 0: |          | 10715/? [1:07:01<00:00,  2.66it/s]
Epoch 0: |          | 10715/? [1:07:01<00:00,  2.66it/s]
Epoch 0: |          | 10716/? [1:07:02<00:00,  2.66it/s]
Epoch 0: |          | 10716/? [1:07:02<00:00,  2.66it/s]
Epoch 0: |          | 10717/? [1:07:02<00:00,  2.66it/s]
Epoch 0: |          | 10717/? [1:07:02<00:00,  2.66it/s]
Epoch 0: |          | 10718/? [1:07:02<00:00,  2.66it/s]
Epoch 0: |          | 10718/? [1:07:02<00:00,  2.66it/s]
Epoch 0: |          | 10719/? [1:07:02<00:00,  2.66it/s]
Epoch 0: |          | 10719/? [1:07:02<00:00,  2.66it/s]
Epoch 0: |          | 10720/? [1:07:03<00:00,  2.66it/s]
Epoch 0: |          | 10720/? [1:07:03<00:00,  2.66it/s]
Epoch 0: |          | 10721/? [1:07:03<00:00,  2.66it/s]
Epoch 0: |          | 10721/? [1:07:03<00:00,  2.66it/s]
Epoch 0: |          | 10722/? [1:07:03<00:00,  2.66it/s]
Epoch 0: |          | 10722/? [1:07:03<00:00,  2.66it/s]
Epoch 0: |          | 10723/? [1:07:04<00:00,  2.66it/s]
Epoch 0: |          | 10723/? [1:07:04<00:00,  2.66it/s]
Epoch 0: |          | 10724/? [1:07:04<00:00,  2.66it/s]
Epoch 0: |          | 10724/? [1:07:04<00:00,  2.66it/s]
Epoch 0: |          | 10725/? [1:07:04<00:00,  2.66it/s]
Epoch 0: |          | 10725/? [1:07:04<00:00,  2.66it/s]
Epoch 0: |          | 10726/? [1:07:05<00:00,  2.66it/s]
Epoch 0: |          | 10726/? [1:07:05<00:00,  2.66it/s]
Epoch 0: |          | 10727/? [1:07:05<00:00,  2.66it/s]
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Epoch 0: |          | 10728/? [1:07:05<00:00,  2.66it/s]
Epoch 0: |          | 10728/? [1:07:05<00:00,  2.66it/s]
Epoch 0: |          | 10729/? [1:07:06<00:00,  2.66it/s]
Epoch 0: |          | 10729/? [1:07:06<00:00,  2.66it/s]
Epoch 0: |          | 10730/? [1:07:06<00:00,  2.66it/s]
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Epoch 0: |          | 10731/? [1:07:06<00:00,  2.66it/s]
Epoch 0: |          | 10731/? [1:07:06<00:00,  2.66it/s]
Epoch 0: |          | 10732/? [1:07:06<00:00,  2.67it/s]
Epoch 0: |          | 10732/? [1:07:06<00:00,  2.67it/s]
Epoch 0: |          | 10733/? [1:07:07<00:00,  2.67it/s]
Epoch 0: |          | 10733/? [1:07:07<00:00,  2.67it/s]
Epoch 0: |          | 10734/? [1:07:07<00:00,  2.67it/s]
Epoch 0: |          | 10734/? [1:07:07<00:00,  2.67it/s]
Epoch 0: |          | 10735/? [1:07:07<00:00,  2.67it/s]
Epoch 0: |          | 10735/? [1:07:07<00:00,  2.67it/s]
Epoch 0: |          | 10736/? [1:07:08<00:00,  2.67it/s]
Epoch 0: |          | 10736/? [1:07:08<00:00,  2.67it/s]
Epoch 0: |          | 10737/? [1:07:08<00:00,  2.67it/s]
Epoch 0: |          | 10737/? [1:07:08<00:00,  2.67it/s]
Epoch 0: |          | 10738/? [1:07:08<00:00,  2.67it/s]
Epoch 0: |          | 10738/? [1:07:08<00:00,  2.67it/s]
Epoch 0: |          | 10739/? [1:07:09<00:00,  2.67it/s]
Epoch 0: |          | 10739/? [1:07:09<00:00,  2.67it/s]
Epoch 0: |          | 10740/? [1:07:09<00:00,  2.67it/s]
Epoch 0: |          | 10740/? [1:07:09<00:00,  2.67it/s]
Epoch 0: |          | 10741/? [1:07:09<00:00,  2.67it/s]
Epoch 0: |          | 10741/? [1:07:09<00:00,  2.67it/s]
Epoch 0: |          | 10742/? [1:07:10<00:00,  2.67it/s]
Epoch 0: |          | 10742/? [1:07:10<00:00,  2.67it/s]
Epoch 0: |          | 10743/? [1:07:10<00:00,  2.67it/s]
Epoch 0: |          | 10743/? [1:07:10<00:00,  2.67it/s]
Epoch 0: |          | 10744/? [1:07:10<00:00,  2.67it/s]
Epoch 0: |          | 10744/? [1:07:10<00:00,  2.67it/s]
Epoch 0: |          | 10745/? [1:07:10<00:00,  2.67it/s]
Epoch 0: |          | 10745/? [1:07:10<00:00,  2.67it/s]
Epoch 0: |          | 10746/? [1:07:11<00:00,  2.67it/s]
Epoch 0: |          | 10746/? [1:07:11<00:00,  2.67it/s]
Epoch 0: |          | 10747/? [1:07:11<00:00,  2.67it/s]
Epoch 0: |          | 10747/? [1:07:11<00:00,  2.67it/s]
Epoch 0: |          | 10748/? [1:07:11<00:00,  2.67it/s]
Epoch 0: |          | 10748/? [1:07:11<00:00,  2.67it/s]
Epoch 0: |          | 10749/? [1:07:12<00:00,  2.67it/s]
Epoch 0: |          | 10749/? [1:07:12<00:00,  2.67it/s]
Epoch 0: |          | 10750/? [1:07:12<00:00,  2.67it/s]
Epoch 0: |          | 10750/? [1:07:12<00:00,  2.67it/s]
Epoch 0: |          | 10751/? [1:07:12<00:00,  2.67it/s]
Epoch 0: |          | 10751/? [1:07:12<00:00,  2.67it/s]
Epoch 0: |          | 10752/? [1:07:13<00:00,  2.67it/s]
Epoch 0: |          | 10752/? [1:07:13<00:00,  2.67it/s]
Epoch 0: |          | 10753/? [1:07:13<00:00,  2.67it/s]
Epoch 0: |          | 10753/? [1:07:13<00:00,  2.67it/s]
Epoch 0: |          | 10754/? [1:07:13<00:00,  2.67it/s]
Epoch 0: |          | 10754/? [1:07:13<00:00,  2.67it/s]
Epoch 0: |          | 10755/? [1:07:14<00:00,  2.67it/s]
Epoch 0: |          | 10755/? [1:07:14<00:00,  2.67it/s]
Epoch 0: |          | 10756/? [1:07:14<00:00,  2.67it/s]
Epoch 0: |          | 10756/? [1:07:14<00:00,  2.67it/s]
Epoch 0: |          | 10757/? [1:07:14<00:00,  2.67it/s]
Epoch 0: |          | 10757/? [1:07:14<00:00,  2.67it/s]
Epoch 0: |          | 10758/? [1:07:15<00:00,  2.67it/s]
Epoch 0: |          | 10758/? [1:07:15<00:00,  2.67it/s]
Epoch 0: |          | 10759/? [1:07:15<00:00,  2.67it/s]
Epoch 0: |          | 10759/? [1:07:15<00:00,  2.67it/s]
Epoch 0: |          | 10760/? [1:07:15<00:00,  2.67it/s]
Epoch 0: |          | 10760/? [1:07:15<00:00,  2.67it/s]
Epoch 0: |          | 10761/? [1:07:15<00:00,  2.67it/s]
Epoch 0: |          | 10761/? [1:07:15<00:00,  2.67it/s]
Epoch 0: |          | 10762/? [1:07:16<00:00,  2.67it/s]
Epoch 0: |          | 10762/? [1:07:16<00:00,  2.67it/s]
Epoch 0: |          | 10763/? [1:07:16<00:00,  2.67it/s]
Epoch 0: |          | 10763/? [1:07:16<00:00,  2.67it/s]
Epoch 0: |          | 10764/? [1:07:16<00:00,  2.67it/s]
Epoch 0: |          | 10764/? [1:07:16<00:00,  2.67it/s]
Epoch 0: |          | 10765/? [1:07:17<00:00,  2.67it/s]
Epoch 0: |          | 10765/? [1:07:17<00:00,  2.67it/s]
Epoch 0: |          | 10766/? [1:07:17<00:00,  2.67it/s]
Epoch 0: |          | 10766/? [1:07:17<00:00,  2.67it/s]
Epoch 0: |          | 10767/? [1:07:17<00:00,  2.67it/s]
Epoch 0: |          | 10767/? [1:07:17<00:00,  2.67it/s]
Epoch 0: |          | 10768/? [1:07:18<00:00,  2.67it/s]
Epoch 0: |          | 10768/? [1:07:18<00:00,  2.67it/s]
Epoch 0: |          | 10769/? [1:07:18<00:00,  2.67it/s]
Epoch 0: |          | 10769/? [1:07:18<00:00,  2.67it/s]
Epoch 0: |          | 10770/? [1:07:18<00:00,  2.67it/s]
Epoch 0: |          | 10770/? [1:07:18<00:00,  2.67it/s]
Epoch 0: |          | 10771/? [1:07:18<00:00,  2.67it/s]
Epoch 0: |          | 10771/? [1:07:18<00:00,  2.67it/s]
Epoch 0: |          | 10772/? [1:07:19<00:00,  2.67it/s]
Epoch 0: |          | 10772/? [1:07:19<00:00,  2.67it/s]
Epoch 0: |          | 10773/? [1:07:19<00:00,  2.67it/s]
Epoch 0: |          | 10773/? [1:07:19<00:00,  2.67it/s]
Epoch 0: |          | 10774/? [1:07:19<00:00,  2.67it/s]
Epoch 0: |          | 10774/? [1:07:19<00:00,  2.67it/s]
Epoch 0: |          | 10775/? [1:07:20<00:00,  2.67it/s]
Epoch 0: |          | 10775/? [1:07:20<00:00,  2.67it/s]
Epoch 0: |          | 10776/? [1:07:20<00:00,  2.67it/s]
Epoch 0: |          | 10776/? [1:07:20<00:00,  2.67it/s]
Epoch 0: |          | 10777/? [1:07:20<00:00,  2.67it/s]
Epoch 0: |          | 10777/? [1:07:20<00:00,  2.67it/s]
Epoch 0: |          | 10778/? [1:07:21<00:00,  2.67it/s]
Epoch 0: |          | 10778/? [1:07:21<00:00,  2.67it/s]
Epoch 0: |          | 10779/? [1:07:21<00:00,  2.67it/s]
Epoch 0: |          | 10779/? [1:07:21<00:00,  2.67it/s]
Epoch 0: |          | 10780/? [1:07:21<00:00,  2.67it/s]
Epoch 0: |          | 10780/? [1:07:21<00:00,  2.67it/s]
Epoch 0: |          | 10781/? [1:07:22<00:00,  2.67it/s]
Epoch 0: |          | 10781/? [1:07:22<00:00,  2.67it/s]
Epoch 0: |          | 10782/? [1:07:22<00:00,  2.67it/s]
Epoch 0: |          | 10782/? [1:07:22<00:00,  2.67it/s]
Epoch 0: |          | 10783/? [1:07:22<00:00,  2.67it/s]
Epoch 0: |          | 10783/? [1:07:22<00:00,  2.67it/s]
Epoch 0: |          | 10784/? [1:07:22<00:00,  2.67it/s]
Epoch 0: |          | 10784/? [1:07:22<00:00,  2.67it/s]
Epoch 0: |          | 10785/? [1:07:23<00:00,  2.67it/s]
Epoch 0: |          | 10785/? [1:07:23<00:00,  2.67it/s]
Epoch 0: |          | 10786/? [1:07:23<00:00,  2.67it/s]
Epoch 0: |          | 10786/? [1:07:23<00:00,  2.67it/s]
Epoch 0: |          | 10787/? [1:07:23<00:00,  2.67it/s]
Epoch 0: |          | 10787/? [1:07:23<00:00,  2.67it/s]
Epoch 0: |          | 10788/? [1:07:24<00:00,  2.67it/s]
Epoch 0: |          | 10788/? [1:07:24<00:00,  2.67it/s]
Epoch 0: |          | 10789/? [1:07:24<00:00,  2.67it/s]
Epoch 0: |          | 10789/? [1:07:24<00:00,  2.67it/s]
Epoch 0: |          | 10790/? [1:07:24<00:00,  2.67it/s]
Epoch 0: |          | 10790/? [1:07:24<00:00,  2.67it/s]
Epoch 0: |          | 10791/? [1:07:25<00:00,  2.67it/s]
Epoch 0: |          | 10791/? [1:07:25<00:00,  2.67it/s]
Epoch 0: |          | 10792/? [1:07:25<00:00,  2.67it/s]
Epoch 0: |          | 10792/? [1:07:25<00:00,  2.67it/s]
Epoch 0: |          | 10793/? [1:07:25<00:00,  2.67it/s]
Epoch 0: |          | 10793/? [1:07:25<00:00,  2.67it/s]
Epoch 0: |          | 10794/? [1:07:26<00:00,  2.67it/s]
Epoch 0: |          | 10794/? [1:07:26<00:00,  2.67it/s]
Epoch 0: |          | 10795/? [1:07:26<00:00,  2.67it/s]
Epoch 0: |          | 10795/? [1:07:26<00:00,  2.67it/s]
Epoch 0: |          | 10796/? [1:07:26<00:00,  2.67it/s]
Epoch 0: |          | 10796/? [1:07:26<00:00,  2.67it/s]
Epoch 0: |          | 10797/? [1:07:27<00:00,  2.67it/s]
Epoch 0: |          | 10797/? [1:07:27<00:00,  2.67it/s]
Epoch 0: |          | 10798/? [1:07:27<00:00,  2.67it/s]
Epoch 0: |          | 10798/? [1:07:27<00:00,  2.67it/s]
Epoch 0: |          | 10799/? [1:07:27<00:00,  2.67it/s]
Epoch 0: |          | 10799/? [1:07:27<00:00,  2.67it/s]
Epoch 0: |          | 10800/? [1:07:28<00:00,  2.67it/s]
Epoch 0: |          | 10800/? [1:07:28<00:00,  2.67it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 17.36it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.36it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.24it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.20it/s]

Epoch 0: |          | 10800/? [1:07:28<00:00,  2.67it/s]
Epoch 0: |          | 10801/? [1:07:28<00:00,  2.67it/s]
Epoch 0: |          | 10801/? [1:07:28<00:00,  2.67it/s]
Epoch 0: |          | 10802/? [1:07:28<00:00,  2.67it/s]
Epoch 0: |          | 10802/? [1:07:28<00:00,  2.67it/s]
Epoch 0: |          | 10803/? [1:07:29<00:00,  2.67it/s]
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Epoch 0: |          | 10809/? [1:07:31<00:00,  2.67it/s]
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Epoch 0: |          | 10811/? [1:07:31<00:00,  2.67it/s]
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Epoch 0: |          | 10813/? [1:07:32<00:00,  2.67it/s]
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Epoch 0: |          | 10814/? [1:07:32<00:00,  2.67it/s]
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Epoch 0: |          | 10815/? [1:07:32<00:00,  2.67it/s]
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Epoch 0: |          | 10816/? [1:07:33<00:00,  2.67it/s]
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Epoch 0: |          | 10817/? [1:07:33<00:00,  2.67it/s]
Epoch 0: |          | 10817/? [1:07:33<00:00,  2.67it/s]
Epoch 0: |          | 10818/? [1:07:33<00:00,  2.67it/s]
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Epoch 0: |          | 10819/? [1:07:34<00:00,  2.67it/s]
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Epoch 0: |          | 10820/? [1:07:34<00:00,  2.67it/s]
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Epoch 0: |          | 10821/? [1:07:34<00:00,  2.67it/s]
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Epoch 0: |          | 10822/? [1:07:35<00:00,  2.67it/s]
Epoch 0: |          | 10822/? [1:07:35<00:00,  2.67it/s]
Epoch 0: |          | 10823/? [1:07:35<00:00,  2.67it/s]
Epoch 0: |          | 10823/? [1:07:35<00:00,  2.67it/s]
Epoch 0: |          | 10824/? [1:07:35<00:00,  2.67it/s]
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Epoch 0: |          | 10825/? [1:07:35<00:00,  2.67it/s]
Epoch 0: |          | 10825/? [1:07:35<00:00,  2.67it/s]
Epoch 0: |          | 10826/? [1:07:36<00:00,  2.67it/s]
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Epoch 0: |          | 10827/? [1:07:36<00:00,  2.67it/s]
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Epoch 0: |          | 10828/? [1:07:36<00:00,  2.67it/s]
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Epoch 0: |          | 10829/? [1:07:37<00:00,  2.67it/s]
Epoch 0: |          | 10829/? [1:07:37<00:00,  2.67it/s]
Epoch 0: |          | 10830/? [1:07:37<00:00,  2.67it/s]
Epoch 0: |          | 10830/? [1:07:37<00:00,  2.67it/s]
Epoch 0: |          | 10831/? [1:07:37<00:00,  2.67it/s]
Epoch 0: |          | 10831/? [1:07:37<00:00,  2.67it/s]
Epoch 0: |          | 10832/? [1:07:38<00:00,  2.67it/s]
Epoch 0: |          | 10832/? [1:07:38<00:00,  2.67it/s]
Epoch 0: |          | 10833/? [1:07:38<00:00,  2.67it/s]
Epoch 0: |          | 10833/? [1:07:38<00:00,  2.67it/s]
Epoch 0: |          | 10834/? [1:07:38<00:00,  2.67it/s]
Epoch 0: |          | 10834/? [1:07:38<00:00,  2.67it/s]
Epoch 0: |          | 10835/? [1:07:39<00:00,  2.67it/s]
Epoch 0: |          | 10835/? [1:07:39<00:00,  2.67it/s]
Epoch 0: |          | 10836/? [1:07:39<00:00,  2.67it/s]
Epoch 0: |          | 10836/? [1:07:39<00:00,  2.67it/s]
Epoch 0: |          | 10837/? [1:07:39<00:00,  2.67it/s]
Epoch 0: |          | 10837/? [1:07:39<00:00,  2.67it/s]
Epoch 0: |          | 10838/? [1:07:40<00:00,  2.67it/s]
Epoch 0: |          | 10838/? [1:07:40<00:00,  2.67it/s]
Epoch 0: |          | 10839/? [1:07:40<00:00,  2.67it/s]
Epoch 0: |          | 10839/? [1:07:40<00:00,  2.67it/s]
Epoch 0: |          | 10840/? [1:07:40<00:00,  2.67it/s]
Epoch 0: |          | 10840/? [1:07:40<00:00,  2.67it/s]
Epoch 0: |          | 10841/? [1:07:40<00:00,  2.67it/s]
Epoch 0: |          | 10841/? [1:07:40<00:00,  2.67it/s]
Epoch 0: |          | 10842/? [1:07:41<00:00,  2.67it/s]
Epoch 0: |          | 10842/? [1:07:41<00:00,  2.67it/s]
Epoch 0: |          | 10843/? [1:07:41<00:00,  2.67it/s]
Epoch 0: |          | 10843/? [1:07:41<00:00,  2.67it/s]
Epoch 0: |          | 10844/? [1:07:41<00:00,  2.67it/s]
Epoch 0: |          | 10844/? [1:07:41<00:00,  2.67it/s]
Epoch 0: |          | 10845/? [1:07:42<00:00,  2.67it/s]
Epoch 0: |          | 10845/? [1:07:42<00:00,  2.67it/s]
Epoch 0: |          | 10846/? [1:07:42<00:00,  2.67it/s]
Epoch 0: |          | 10846/? [1:07:42<00:00,  2.67it/s]
Epoch 0: |          | 10847/? [1:07:42<00:00,  2.67it/s]
Epoch 0: |          | 10847/? [1:07:42<00:00,  2.67it/s]
Epoch 0: |          | 10848/? [1:07:43<00:00,  2.67it/s]
Epoch 0: |          | 10848/? [1:07:43<00:00,  2.67it/s]
Epoch 0: |          | 10849/? [1:07:43<00:00,  2.67it/s]
Epoch 0: |          | 10849/? [1:07:43<00:00,  2.67it/s]
Epoch 0: |          | 10850/? [1:07:43<00:00,  2.67it/s]
Epoch 0: |          | 10850/? [1:07:43<00:00,  2.67it/s]
Epoch 0: |          | 10851/? [1:07:44<00:00,  2.67it/s]
Epoch 0: |          | 10851/? [1:07:44<00:00,  2.67it/s]
Epoch 0: |          | 10852/? [1:07:44<00:00,  2.67it/s]
Epoch 0: |          | 10852/? [1:07:44<00:00,  2.67it/s]
Epoch 0: |          | 10853/? [1:07:44<00:00,  2.67it/s]
Epoch 0: |          | 10853/? [1:07:44<00:00,  2.67it/s]
Epoch 0: |          | 10854/? [1:07:44<00:00,  2.67it/s]
Epoch 0: |          | 10854/? [1:07:44<00:00,  2.67it/s]
Epoch 0: |          | 10855/? [1:07:45<00:00,  2.67it/s]
Epoch 0: |          | 10855/? [1:07:45<00:00,  2.67it/s]
Epoch 0: |          | 10856/? [1:07:45<00:00,  2.67it/s]
Epoch 0: |          | 10856/? [1:07:45<00:00,  2.67it/s]
Epoch 0: |          | 10857/? [1:07:45<00:00,  2.67it/s]
Epoch 0: |          | 10857/? [1:07:45<00:00,  2.67it/s]
Epoch 0: |          | 10858/? [1:07:46<00:00,  2.67it/s]
Epoch 0: |          | 10858/? [1:07:46<00:00,  2.67it/s]
Epoch 0: |          | 10859/? [1:07:46<00:00,  2.67it/s]
Epoch 0: |          | 10859/? [1:07:46<00:00,  2.67it/s]
Epoch 0: |          | 10860/? [1:07:46<00:00,  2.67it/s]
Epoch 0: |          | 10860/? [1:07:46<00:00,  2.67it/s]
Epoch 0: |          | 10861/? [1:07:47<00:00,  2.67it/s]
Epoch 0: |          | 10861/? [1:07:47<00:00,  2.67it/s]
Epoch 0: |          | 10862/? [1:07:47<00:00,  2.67it/s]
Epoch 0: |          | 10862/? [1:07:47<00:00,  2.67it/s]
Epoch 0: |          | 10863/? [1:07:47<00:00,  2.67it/s]
Epoch 0: |          | 10863/? [1:07:47<00:00,  2.67it/s]
Epoch 0: |          | 10864/? [1:07:47<00:00,  2.67it/s]
Epoch 0: |          | 10864/? [1:07:47<00:00,  2.67it/s]
Epoch 0: |          | 10865/? [1:07:48<00:00,  2.67it/s]
Epoch 0: |          | 10865/? [1:07:48<00:00,  2.67it/s]
Epoch 0: |          | 10866/? [1:07:48<00:00,  2.67it/s]
Epoch 0: |          | 10866/? [1:07:48<00:00,  2.67it/s]
Epoch 0: |          | 10867/? [1:07:48<00:00,  2.67it/s]
Epoch 0: |          | 10867/? [1:07:48<00:00,  2.67it/s]
Epoch 0: |          | 10868/? [1:07:49<00:00,  2.67it/s]
Epoch 0: |          | 10868/? [1:07:49<00:00,  2.67it/s]
Epoch 0: |          | 10869/? [1:07:49<00:00,  2.67it/s]
Epoch 0: |          | 10869/? [1:07:49<00:00,  2.67it/s]
Epoch 0: |          | 10870/? [1:07:49<00:00,  2.67it/s]
Epoch 0: |          | 10870/? [1:07:49<00:00,  2.67it/s]
Epoch 0: |          | 10871/? [1:07:50<00:00,  2.67it/s]
Epoch 0: |          | 10871/? [1:07:50<00:00,  2.67it/s]
Epoch 0: |          | 10872/? [1:07:50<00:00,  2.67it/s]
Epoch 0: |          | 10872/? [1:07:50<00:00,  2.67it/s]
Epoch 0: |          | 10873/? [1:07:50<00:00,  2.67it/s]
Epoch 0: |          | 10873/? [1:07:50<00:00,  2.67it/s]
Epoch 0: |          | 10874/? [1:07:51<00:00,  2.67it/s]
Epoch 0: |          | 10874/? [1:07:51<00:00,  2.67it/s]
Epoch 0: |          | 10875/? [1:07:51<00:00,  2.67it/s]
Epoch 0: |          | 10875/? [1:07:51<00:00,  2.67it/s]
Epoch 0: |          | 10876/? [1:07:51<00:00,  2.67it/s]
Epoch 0: |          | 10876/? [1:07:51<00:00,  2.67it/s]
Epoch 0: |          | 10877/? [1:07:52<00:00,  2.67it/s]
Epoch 0: |          | 10877/? [1:07:52<00:00,  2.67it/s]
Epoch 0: |          | 10878/? [1:07:52<00:00,  2.67it/s]
Epoch 0: |          | 10878/? [1:07:52<00:00,  2.67it/s]
Epoch 0: |          | 10879/? [1:07:52<00:00,  2.67it/s]
Epoch 0: |          | 10879/? [1:07:52<00:00,  2.67it/s]
Epoch 0: |          | 10880/? [1:07:52<00:00,  2.67it/s]
Epoch 0: |          | 10880/? [1:07:52<00:00,  2.67it/s]
Epoch 0: |          | 10881/? [1:07:53<00:00,  2.67it/s]
Epoch 0: |          | 10881/? [1:07:53<00:00,  2.67it/s]
Epoch 0: |          | 10882/? [1:07:53<00:00,  2.67it/s]
Epoch 0: |          | 10882/? [1:07:53<00:00,  2.67it/s]
Epoch 0: |          | 10883/? [1:07:53<00:00,  2.67it/s]
Epoch 0: |          | 10883/? [1:07:53<00:00,  2.67it/s]
Epoch 0: |          | 10884/? [1:07:54<00:00,  2.67it/s]
Epoch 0: |          | 10884/? [1:07:54<00:00,  2.67it/s]
Epoch 0: |          | 10885/? [1:07:54<00:00,  2.67it/s]
Epoch 0: |          | 10885/? [1:07:54<00:00,  2.67it/s]
Epoch 0: |          | 10886/? [1:07:54<00:00,  2.67it/s]
Epoch 0: |          | 10886/? [1:07:54<00:00,  2.67it/s]
Epoch 0: |          | 10887/? [1:07:55<00:00,  2.67it/s]
Epoch 0: |          | 10887/? [1:07:55<00:00,  2.67it/s]
Epoch 0: |          | 10888/? [1:07:55<00:00,  2.67it/s]
Epoch 0: |          | 10888/? [1:07:55<00:00,  2.67it/s]
Epoch 0: |          | 10889/? [1:07:55<00:00,  2.67it/s]
Epoch 0: |          | 10889/? [1:07:55<00:00,  2.67it/s]
Epoch 0: |          | 10890/? [1:07:55<00:00,  2.67it/s]
Epoch 0: |          | 10890/? [1:07:56<00:00,  2.67it/s]
Epoch 0: |          | 10891/? [1:07:56<00:00,  2.67it/s]
Epoch 0: |          | 10891/? [1:07:56<00:00,  2.67it/s]
Epoch 0: |          | 10892/? [1:07:56<00:00,  2.67it/s]
Epoch 0: |          | 10892/? [1:07:56<00:00,  2.67it/s]
Epoch 0: |          | 10893/? [1:07:56<00:00,  2.67it/s]
Epoch 0: |          | 10893/? [1:07:56<00:00,  2.67it/s]
Epoch 0: |          | 10894/? [1:07:57<00:00,  2.67it/s]
Epoch 0: |          | 10894/? [1:07:57<00:00,  2.67it/s]
Epoch 0: |          | 10895/? [1:07:57<00:00,  2.67it/s]
Epoch 0: |          | 10895/? [1:07:57<00:00,  2.67it/s]
Epoch 0: |          | 10896/? [1:07:57<00:00,  2.67it/s]
Epoch 0: |          | 10896/? [1:07:57<00:00,  2.67it/s]
Epoch 0: |          | 10897/? [1:07:58<00:00,  2.67it/s]
Epoch 0: |          | 10897/? [1:07:58<00:00,  2.67it/s]
Epoch 0: |          | 10898/? [1:07:58<00:00,  2.67it/s]
Epoch 0: |          | 10898/? [1:07:58<00:00,  2.67it/s]
Epoch 0: |          | 10899/? [1:07:58<00:00,  2.67it/s]
Epoch 0: |          | 10899/? [1:07:58<00:00,  2.67it/s]
Epoch 0: |          | 10900/? [1:07:59<00:00,  2.67it/s]
Epoch 0: |          | 10900/? [1:07:59<00:00,  2.67it/s]
Epoch 0: |          | 10901/? [1:07:59<00:00,  2.67it/s]
Epoch 0: |          | 10901/? [1:07:59<00:00,  2.67it/s]
Epoch 0: |          | 10902/? [1:07:59<00:00,  2.67it/s]
Epoch 0: |          | 10902/? [1:07:59<00:00,  2.67it/s]
Epoch 0: |          | 10903/? [1:07:59<00:00,  2.67it/s]
Epoch 0: |          | 10903/? [1:07:59<00:00,  2.67it/s]
Epoch 0: |          | 10904/? [1:08:00<00:00,  2.67it/s]
Epoch 0: |          | 10904/? [1:08:00<00:00,  2.67it/s]
Epoch 0: |          | 10905/? [1:08:00<00:00,  2.67it/s]
Epoch 0: |          | 10905/? [1:08:00<00:00,  2.67it/s]
Epoch 0: |          | 10906/? [1:08:00<00:00,  2.67it/s]
Epoch 0: |          | 10906/? [1:08:00<00:00,  2.67it/s]
Epoch 0: |          | 10907/? [1:08:01<00:00,  2.67it/s]
Epoch 0: |          | 10907/? [1:08:01<00:00,  2.67it/s]
Epoch 0: |          | 10908/? [1:08:01<00:00,  2.67it/s]
Epoch 0: |          | 10908/? [1:08:01<00:00,  2.67it/s]
Epoch 0: |          | 10909/? [1:08:01<00:00,  2.67it/s]
Epoch 0: |          | 10909/? [1:08:01<00:00,  2.67it/s]
Epoch 0: |          | 10910/? [1:08:02<00:00,  2.67it/s]
Epoch 0: |          | 10910/? [1:08:02<00:00,  2.67it/s]
Epoch 0: |          | 10911/? [1:08:02<00:00,  2.67it/s]
Epoch 0: |          | 10911/? [1:08:02<00:00,  2.67it/s]
Epoch 0: |          | 10912/? [1:08:02<00:00,  2.67it/s]
Epoch 0: |          | 10912/? [1:08:02<00:00,  2.67it/s]
Epoch 0: |          | 10913/? [1:08:03<00:00,  2.67it/s]
Epoch 0: |          | 10913/? [1:08:03<00:00,  2.67it/s]
Epoch 0: |          | 10914/? [1:08:03<00:00,  2.67it/s]
Epoch 0: |          | 10914/? [1:08:03<00:00,  2.67it/s]
Epoch 0: |          | 10915/? [1:08:03<00:00,  2.67it/s]
Epoch 0: |          | 10915/? [1:08:03<00:00,  2.67it/s]
Epoch 0: |          | 10916/? [1:08:03<00:00,  2.67it/s]
Epoch 0: |          | 10916/? [1:08:03<00:00,  2.67it/s]
Epoch 0: |          | 10917/? [1:08:04<00:00,  2.67it/s]
Epoch 0: |          | 10917/? [1:08:04<00:00,  2.67it/s]
Epoch 0: |          | 10918/? [1:08:04<00:00,  2.67it/s]
Epoch 0: |          | 10918/? [1:08:04<00:00,  2.67it/s]
Epoch 0: |          | 10919/? [1:08:04<00:00,  2.67it/s]
Epoch 0: |          | 10919/? [1:08:04<00:00,  2.67it/s]
Epoch 0: |          | 10920/? [1:08:05<00:00,  2.67it/s]
Epoch 0: |          | 10920/? [1:08:05<00:00,  2.67it/s]
Epoch 0: |          | 10921/? [1:08:05<00:00,  2.67it/s]
Epoch 0: |          | 10921/? [1:08:05<00:00,  2.67it/s]
Epoch 0: |          | 10922/? [1:08:05<00:00,  2.67it/s]
Epoch 0: |          | 10922/? [1:08:05<00:00,  2.67it/s]
Epoch 0: |          | 10923/? [1:08:06<00:00,  2.67it/s]
Epoch 0: |          | 10923/? [1:08:06<00:00,  2.67it/s]
Epoch 0: |          | 10924/? [1:08:06<00:00,  2.67it/s]
Epoch 0: |          | 10924/? [1:08:06<00:00,  2.67it/s]
Epoch 0: |          | 10925/? [1:08:06<00:00,  2.67it/s]
Epoch 0: |          | 10925/? [1:08:06<00:00,  2.67it/s]
Epoch 0: |          | 10926/? [1:08:07<00:00,  2.67it/s]
Epoch 0: |          | 10926/? [1:08:07<00:00,  2.67it/s]
Epoch 0: |          | 10927/? [1:08:07<00:00,  2.67it/s]
Epoch 0: |          | 10927/? [1:08:07<00:00,  2.67it/s]
Epoch 0: |          | 10928/? [1:08:07<00:00,  2.67it/s]
Epoch 0: |          | 10928/? [1:08:07<00:00,  2.67it/s]
Epoch 0: |          | 10929/? [1:08:07<00:00,  2.67it/s]
Epoch 0: |          | 10929/? [1:08:07<00:00,  2.67it/s]
Epoch 0: |          | 10930/? [1:08:08<00:00,  2.67it/s]
Epoch 0: |          | 10930/? [1:08:08<00:00,  2.67it/s]
Epoch 0: |          | 10931/? [1:08:08<00:00,  2.67it/s]
Epoch 0: |          | 10931/? [1:08:08<00:00,  2.67it/s]
Epoch 0: |          | 10932/? [1:08:08<00:00,  2.67it/s]
Epoch 0: |          | 10932/? [1:08:08<00:00,  2.67it/s]
Epoch 0: |          | 10933/? [1:08:09<00:00,  2.67it/s]
Epoch 0: |          | 10933/? [1:08:09<00:00,  2.67it/s]
Epoch 0: |          | 10934/? [1:08:09<00:00,  2.67it/s]
Epoch 0: |          | 10934/? [1:08:09<00:00,  2.67it/s]
Epoch 0: |          | 10935/? [1:08:09<00:00,  2.67it/s]
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Epoch 0: |          | 10936/? [1:08:10<00:00,  2.67it/s]
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Epoch 0: |          | 10937/? [1:08:10<00:00,  2.67it/s]
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Epoch 0: |          | 10938/? [1:08:10<00:00,  2.67it/s]
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Epoch 0: |          | 10939/? [1:08:11<00:00,  2.67it/s]
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Epoch 0: |          | 10940/? [1:08:11<00:00,  2.67it/s]
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Epoch 0: |          | 10941/? [1:08:11<00:00,  2.67it/s]
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Epoch 0: |          | 10942/? [1:08:11<00:00,  2.67it/s]
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Epoch 0: |          | 10943/? [1:08:12<00:00,  2.67it/s]
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Epoch 0: |          | 10944/? [1:08:12<00:00,  2.67it/s]
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Epoch 0: |          | 10948/? [1:08:13<00:00,  2.67it/s]
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Epoch 0: |          | 10949/? [1:08:14<00:00,  2.67it/s]
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Epoch 0: |          | 10950/? [1:08:14<00:00,  2.67it/s]
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Epoch 0: |          | 10951/? [1:08:14<00:00,  2.67it/s]
Epoch 0: |          | 10951/? [1:08:14<00:00,  2.67it/s]
Epoch 0: |          | 10952/? [1:08:15<00:00,  2.67it/s]
Epoch 0: |          | 10952/? [1:08:15<00:00,  2.67it/s]
Epoch 0: |          | 10953/? [1:08:15<00:00,  2.67it/s]
Epoch 0: |          | 10953/? [1:08:15<00:00,  2.67it/s]
Epoch 0: |          | 10954/? [1:08:15<00:00,  2.67it/s]
Epoch 0: |          | 10954/? [1:08:15<00:00,  2.67it/s]
Epoch 0: |          | 10955/? [1:08:16<00:00,  2.67it/s]
Epoch 0: |          | 10955/? [1:08:16<00:00,  2.67it/s]
Epoch 0: |          | 10956/? [1:08:16<00:00,  2.67it/s]
Epoch 0: |          | 10956/? [1:08:16<00:00,  2.67it/s]
Epoch 0: |          | 10957/? [1:08:16<00:00,  2.67it/s]
Epoch 0: |          | 10957/? [1:08:16<00:00,  2.67it/s]
Epoch 0: |          | 10958/? [1:08:16<00:00,  2.67it/s]
Epoch 0: |          | 10958/? [1:08:16<00:00,  2.67it/s]
Epoch 0: |          | 10959/? [1:08:17<00:00,  2.67it/s]
Epoch 0: |          | 10959/? [1:08:17<00:00,  2.67it/s]
Epoch 0: |          | 10960/? [1:08:17<00:00,  2.67it/s]
Epoch 0: |          | 10960/? [1:08:17<00:00,  2.67it/s]
Epoch 0: |          | 10961/? [1:08:17<00:00,  2.67it/s]
Epoch 0: |          | 10961/? [1:08:17<00:00,  2.67it/s]
Epoch 0: |          | 10962/? [1:08:18<00:00,  2.67it/s]
Epoch 0: |          | 10962/? [1:08:18<00:00,  2.67it/s]
Epoch 0: |          | 10963/? [1:08:18<00:00,  2.67it/s]
Epoch 0: |          | 10963/? [1:08:18<00:00,  2.67it/s]
Epoch 0: |          | 10964/? [1:08:18<00:00,  2.68it/s]
Epoch 0: |          | 10964/? [1:08:18<00:00,  2.68it/s]
Epoch 0: |          | 10965/? [1:08:18<00:00,  2.68it/s]
Epoch 0: |          | 10965/? [1:08:18<00:00,  2.68it/s]
Epoch 0: |          | 10966/? [1:08:19<00:00,  2.68it/s]
Epoch 0: |          | 10966/? [1:08:19<00:00,  2.68it/s]
Epoch 0: |          | 10967/? [1:08:19<00:00,  2.68it/s]
Epoch 0: |          | 10967/? [1:08:19<00:00,  2.68it/s]
Epoch 0: |          | 10968/? [1:08:19<00:00,  2.68it/s]
Epoch 0: |          | 10968/? [1:08:19<00:00,  2.68it/s]
Epoch 0: |          | 10969/? [1:08:20<00:00,  2.68it/s]
Epoch 0: |          | 10969/? [1:08:20<00:00,  2.68it/s]
Epoch 0: |          | 10970/? [1:08:20<00:00,  2.68it/s]
Epoch 0: |          | 10970/? [1:08:20<00:00,  2.68it/s]
Epoch 0: |          | 10971/? [1:08:20<00:00,  2.68it/s]
Epoch 0: |          | 10971/? [1:08:20<00:00,  2.68it/s]
Epoch 0: |          | 10972/? [1:08:21<00:00,  2.68it/s]
Epoch 0: |          | 10972/? [1:08:21<00:00,  2.68it/s]
Epoch 0: |          | 10973/? [1:08:21<00:00,  2.68it/s]
Epoch 0: |          | 10973/? [1:08:21<00:00,  2.68it/s]
Epoch 0: |          | 10974/? [1:08:21<00:00,  2.68it/s]
Epoch 0: |          | 10974/? [1:08:21<00:00,  2.68it/s]
Epoch 0: |          | 10975/? [1:08:22<00:00,  2.68it/s]
Epoch 0: |          | 10975/? [1:08:22<00:00,  2.68it/s]
Epoch 0: |          | 10976/? [1:08:22<00:00,  2.68it/s]
Epoch 0: |          | 10976/? [1:08:22<00:00,  2.68it/s]
Epoch 0: |          | 10977/? [1:08:22<00:00,  2.68it/s]
Epoch 0: |          | 10977/? [1:08:22<00:00,  2.68it/s]
Epoch 0: |          | 10978/? [1:08:22<00:00,  2.68it/s]
Epoch 0: |          | 10978/? [1:08:22<00:00,  2.68it/s]
Epoch 0: |          | 10979/? [1:08:23<00:00,  2.68it/s]
Epoch 0: |          | 10979/? [1:08:23<00:00,  2.68it/s]
Epoch 0: |          | 10980/? [1:08:23<00:00,  2.68it/s]
Epoch 0: |          | 10980/? [1:08:23<00:00,  2.68it/s]
Epoch 0: |          | 10981/? [1:08:23<00:00,  2.68it/s]
Epoch 0: |          | 10981/? [1:08:23<00:00,  2.68it/s]
Epoch 0: |          | 10982/? [1:08:24<00:00,  2.68it/s]
Epoch 0: |          | 10982/? [1:08:24<00:00,  2.68it/s]
Epoch 0: |          | 10983/? [1:08:24<00:00,  2.68it/s]
Epoch 0: |          | 10983/? [1:08:24<00:00,  2.68it/s]
Epoch 0: |          | 10984/? [1:08:24<00:00,  2.68it/s]
Epoch 0: |          | 10984/? [1:08:24<00:00,  2.68it/s]
Epoch 0: |          | 10985/? [1:08:25<00:00,  2.68it/s]
Epoch 0: |          | 10985/? [1:08:25<00:00,  2.68it/s]
Epoch 0: |          | 10986/? [1:08:25<00:00,  2.68it/s]
Epoch 0: |          | 10986/? [1:08:25<00:00,  2.68it/s]
Epoch 0: |          | 10987/? [1:08:25<00:00,  2.68it/s]
Epoch 0: |          | 10987/? [1:08:25<00:00,  2.68it/s]
Epoch 0: |          | 10988/? [1:08:25<00:00,  2.68it/s]
Epoch 0: |          | 10988/? [1:08:25<00:00,  2.68it/s]
Epoch 0: |          | 10989/? [1:08:26<00:00,  2.68it/s]
Epoch 0: |          | 10989/? [1:08:26<00:00,  2.68it/s]
Epoch 0: |          | 10990/? [1:08:26<00:00,  2.68it/s]
Epoch 0: |          | 10990/? [1:08:26<00:00,  2.68it/s]
Epoch 0: |          | 10991/? [1:08:26<00:00,  2.68it/s]
Epoch 0: |          | 10991/? [1:08:26<00:00,  2.68it/s]
Epoch 0: |          | 10992/? [1:08:27<00:00,  2.68it/s]
Epoch 0: |          | 10992/? [1:08:27<00:00,  2.68it/s]
Epoch 0: |          | 10993/? [1:08:27<00:00,  2.68it/s]
Epoch 0: |          | 10993/? [1:08:27<00:00,  2.68it/s]
Epoch 0: |          | 10994/? [1:08:27<00:00,  2.68it/s]
Epoch 0: |          | 10994/? [1:08:27<00:00,  2.68it/s]
Epoch 0: |          | 10995/? [1:08:28<00:00,  2.68it/s]
Epoch 0: |          | 10995/? [1:08:28<00:00,  2.68it/s]
Epoch 0: |          | 10996/? [1:08:28<00:00,  2.68it/s]
Epoch 0: |          | 10996/? [1:08:28<00:00,  2.68it/s]
Epoch 0: |          | 10997/? [1:08:28<00:00,  2.68it/s]
Epoch 0: |          | 10997/? [1:08:28<00:00,  2.68it/s]
Epoch 0: |          | 10998/? [1:08:29<00:00,  2.68it/s]
Epoch 0: |          | 10998/? [1:08:29<00:00,  2.68it/s]
Epoch 0: |          | 10999/? [1:08:29<00:00,  2.68it/s]
Epoch 0: |          | 10999/? [1:08:29<00:00,  2.68it/s]
Epoch 0: |          | 11000/? [1:08:29<00:00,  2.68it/s]
Epoch 0: |          | 11000/? [1:08:29<00:00,  2.68it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.32it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.62it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.37it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.08it/s]

Epoch 0: |          | 11000/? [1:08:30<00:00,  2.68it/s]
Epoch 0: |          | 11001/? [1:08:30<00:00,  2.68it/s]
Epoch 0: |          | 11001/? [1:08:30<00:00,  2.68it/s]
Epoch 0: |          | 11002/? [1:08:30<00:00,  2.68it/s]
Epoch 0: |          | 11002/? [1:08:30<00:00,  2.68it/s]
Epoch 0: |          | 11003/? [1:08:31<00:00,  2.68it/s]
Epoch 0: |          | 11003/? [1:08:31<00:00,  2.68it/s]
Epoch 0: |          | 11004/? [1:08:31<00:00,  2.68it/s]
Epoch 0: |          | 11004/? [1:08:31<00:00,  2.68it/s]
Epoch 0: |          | 11005/? [1:08:31<00:00,  2.68it/s]
Epoch 0: |          | 11005/? [1:08:31<00:00,  2.68it/s]
Epoch 0: |          | 11006/? [1:08:31<00:00,  2.68it/s]
Epoch 0: |          | 11006/? [1:08:31<00:00,  2.68it/s]
Epoch 0: |          | 11007/? [1:08:32<00:00,  2.68it/s]
Epoch 0: |          | 11007/? [1:08:32<00:00,  2.68it/s]
Epoch 0: |          | 11008/? [1:08:32<00:00,  2.68it/s]
Epoch 0: |          | 11008/? [1:08:32<00:00,  2.68it/s]
Epoch 0: |          | 11009/? [1:08:32<00:00,  2.68it/s]
Epoch 0: |          | 11009/? [1:08:32<00:00,  2.68it/s]
Epoch 0: |          | 11010/? [1:08:33<00:00,  2.68it/s]
Epoch 0: |          | 11010/? [1:08:33<00:00,  2.68it/s]
Epoch 0: |          | 11011/? [1:08:33<00:00,  2.68it/s]
Epoch 0: |          | 11011/? [1:08:33<00:00,  2.68it/s]
Epoch 0: |          | 11012/? [1:08:33<00:00,  2.68it/s]
Epoch 0: |          | 11012/? [1:08:33<00:00,  2.68it/s]
Epoch 0: |          | 11013/? [1:08:34<00:00,  2.68it/s]
Epoch 0: |          | 11013/? [1:08:34<00:00,  2.68it/s]
Epoch 0: |          | 11014/? [1:08:34<00:00,  2.68it/s]
Epoch 0: |          | 11014/? [1:08:34<00:00,  2.68it/s]
Epoch 0: |          | 11015/? [1:08:34<00:00,  2.68it/s]
Epoch 0: |          | 11015/? [1:08:34<00:00,  2.68it/s]
Epoch 0: |          | 11016/? [1:08:35<00:00,  2.68it/s]
Epoch 0: |          | 11016/? [1:08:35<00:00,  2.68it/s]
Epoch 0: |          | 11017/? [1:08:35<00:00,  2.68it/s]
Epoch 0: |          | 11017/? [1:08:35<00:00,  2.68it/s]
Epoch 0: |          | 11018/? [1:08:35<00:00,  2.68it/s]
Epoch 0: |          | 11018/? [1:08:35<00:00,  2.68it/s]
Epoch 0: |          | 11019/? [1:08:35<00:00,  2.68it/s]
Epoch 0: |          | 11019/? [1:08:35<00:00,  2.68it/s]
Epoch 0: |          | 11020/? [1:08:36<00:00,  2.68it/s]
Epoch 0: |          | 11020/? [1:08:36<00:00,  2.68it/s]
Epoch 0: |          | 11021/? [1:08:36<00:00,  2.68it/s]
Epoch 0: |          | 11021/? [1:08:36<00:00,  2.68it/s]
Epoch 0: |          | 11022/? [1:08:36<00:00,  2.68it/s]
Epoch 0: |          | 11022/? [1:08:36<00:00,  2.68it/s]
Epoch 0: |          | 11023/? [1:08:37<00:00,  2.68it/s]
Epoch 0: |          | 11023/? [1:08:37<00:00,  2.68it/s]
Epoch 0: |          | 11024/? [1:08:37<00:00,  2.68it/s]
Epoch 0: |          | 11024/? [1:08:37<00:00,  2.68it/s]
Epoch 0: |          | 11025/? [1:08:37<00:00,  2.68it/s]
Epoch 0: |          | 11025/? [1:08:37<00:00,  2.68it/s]
Epoch 0: |          | 11026/? [1:08:38<00:00,  2.68it/s]
Epoch 0: |          | 11026/? [1:08:38<00:00,  2.68it/s]
Epoch 0: |          | 11027/? [1:08:38<00:00,  2.68it/s]
Epoch 0: |          | 11027/? [1:08:38<00:00,  2.68it/s]
Epoch 0: |          | 11028/? [1:08:38<00:00,  2.68it/s]
Epoch 0: |          | 11028/? [1:08:38<00:00,  2.68it/s]
Epoch 0: |          | 11029/? [1:08:38<00:00,  2.68it/s]
Epoch 0: |          | 11029/? [1:08:38<00:00,  2.68it/s]
Epoch 0: |          | 11030/? [1:08:39<00:00,  2.68it/s]
Epoch 0: |          | 11030/? [1:08:39<00:00,  2.68it/s]
Epoch 0: |          | 11031/? [1:08:39<00:00,  2.68it/s]
Epoch 0: |          | 11031/? [1:08:39<00:00,  2.68it/s]
Epoch 0: |          | 11032/? [1:08:39<00:00,  2.68it/s]
Epoch 0: |          | 11032/? [1:08:39<00:00,  2.68it/s]
Epoch 0: |          | 11033/? [1:08:40<00:00,  2.68it/s]
Epoch 0: |          | 11033/? [1:08:40<00:00,  2.68it/s]
Epoch 0: |          | 11034/? [1:08:40<00:00,  2.68it/s]
Epoch 0: |          | 11034/? [1:08:40<00:00,  2.68it/s]
Epoch 0: |          | 11035/? [1:08:40<00:00,  2.68it/s]
Epoch 0: |          | 11035/? [1:08:40<00:00,  2.68it/s]
Epoch 0: |          | 11036/? [1:08:41<00:00,  2.68it/s]
Epoch 0: |          | 11036/? [1:08:41<00:00,  2.68it/s]
Epoch 0: |          | 11037/? [1:08:41<00:00,  2.68it/s]
Epoch 0: |          | 11037/? [1:08:41<00:00,  2.68it/s]
Epoch 0: |          | 11038/? [1:08:41<00:00,  2.68it/s]
Epoch 0: |          | 11038/? [1:08:41<00:00,  2.68it/s]
Epoch 0: |          | 11039/? [1:08:42<00:00,  2.68it/s]
Epoch 0: |          | 11039/? [1:08:42<00:00,  2.68it/s]
Epoch 0: |          | 11040/? [1:08:42<00:00,  2.68it/s]
Epoch 0: |          | 11040/? [1:08:42<00:00,  2.68it/s]
Epoch 0: |          | 11041/? [1:08:42<00:00,  2.68it/s]
Epoch 0: |          | 11041/? [1:08:42<00:00,  2.68it/s]
Epoch 0: |          | 11042/? [1:08:42<00:00,  2.68it/s]
Epoch 0: |          | 11042/? [1:08:42<00:00,  2.68it/s]
Epoch 0: |          | 11043/? [1:08:43<00:00,  2.68it/s]
Epoch 0: |          | 11043/? [1:08:43<00:00,  2.68it/s]
Epoch 0: |          | 11044/? [1:08:43<00:00,  2.68it/s]
Epoch 0: |          | 11044/? [1:08:43<00:00,  2.68it/s]
Epoch 0: |          | 11045/? [1:08:43<00:00,  2.68it/s]
Epoch 0: |          | 11045/? [1:08:43<00:00,  2.68it/s]
Epoch 0: |          | 11046/? [1:08:44<00:00,  2.68it/s]
Epoch 0: |          | 11046/? [1:08:44<00:00,  2.68it/s]
Epoch 0: |          | 11047/? [1:08:44<00:00,  2.68it/s]
Epoch 0: |          | 11047/? [1:08:44<00:00,  2.68it/s]
Epoch 0: |          | 11048/? [1:08:44<00:00,  2.68it/s]
Epoch 0: |          | 11048/? [1:08:44<00:00,  2.68it/s]
Epoch 0: |          | 11049/? [1:08:45<00:00,  2.68it/s]
Epoch 0: |          | 11049/? [1:08:45<00:00,  2.68it/s]
Epoch 0: |          | 11050/? [1:08:45<00:00,  2.68it/s]
Epoch 0: |          | 11050/? [1:08:45<00:00,  2.68it/s]
Epoch 0: |          | 11051/? [1:08:45<00:00,  2.68it/s]
Epoch 0: |          | 11051/? [1:08:45<00:00,  2.68it/s]
Epoch 0: |          | 11052/? [1:08:46<00:00,  2.68it/s]
Epoch 0: |          | 11052/? [1:08:46<00:00,  2.68it/s]
Epoch 0: |          | 11053/? [1:08:46<00:00,  2.68it/s]
Epoch 0: |          | 11053/? [1:08:46<00:00,  2.68it/s]
Epoch 0: |          | 11054/? [1:08:46<00:00,  2.68it/s]
Epoch 0: |          | 11054/? [1:08:46<00:00,  2.68it/s]
Epoch 0: |          | 11055/? [1:08:46<00:00,  2.68it/s]
Epoch 0: |          | 11055/? [1:08:46<00:00,  2.68it/s]
Epoch 0: |          | 11056/? [1:08:47<00:00,  2.68it/s]
Epoch 0: |          | 11056/? [1:08:47<00:00,  2.68it/s]
Epoch 0: |          | 11057/? [1:08:47<00:00,  2.68it/s]
Epoch 0: |          | 11057/? [1:08:47<00:00,  2.68it/s]
Epoch 0: |          | 11058/? [1:08:47<00:00,  2.68it/s]
Epoch 0: |          | 11058/? [1:08:47<00:00,  2.68it/s]
Epoch 0: |          | 11059/? [1:08:48<00:00,  2.68it/s]
Epoch 0: |          | 11059/? [1:08:48<00:00,  2.68it/s]
Epoch 0: |          | 11060/? [1:08:48<00:00,  2.68it/s]
Epoch 0: |          | 11060/? [1:08:48<00:00,  2.68it/s]
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Epoch 0: |          | 11064/? [1:08:49<00:00,  2.68it/s]
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Epoch 0: |          | 11067/? [1:08:50<00:00,  2.68it/s]
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Epoch 0: |          | 11068/? [1:08:51<00:00,  2.68it/s]
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Epoch 0: |          | 11069/? [1:08:51<00:00,  2.68it/s]
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Epoch 0: |          | 11070/? [1:08:51<00:00,  2.68it/s]
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Epoch 0: |          | 11071/? [1:08:51<00:00,  2.68it/s]
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Epoch 0: |          | 11073/? [1:08:52<00:00,  2.68it/s]
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Epoch 0: |          | 11074/? [1:08:52<00:00,  2.68it/s]
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Epoch 0: |          | 11075/? [1:08:53<00:00,  2.68it/s]
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Epoch 0: |          | 11076/? [1:08:53<00:00,  2.68it/s]
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Epoch 0: |          | 11077/? [1:08:53<00:00,  2.68it/s]
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Epoch 0: |          | 11078/? [1:08:54<00:00,  2.68it/s]
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Epoch 0: |          | 11079/? [1:08:54<00:00,  2.68it/s]
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Epoch 0: |          | 11080/? [1:08:54<00:00,  2.68it/s]
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Epoch 0: |          | 11081/? [1:08:54<00:00,  2.68it/s]
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Epoch 0: |          | 11082/? [1:08:55<00:00,  2.68it/s]
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Epoch 0: |          | 11083/? [1:08:55<00:00,  2.68it/s]
Epoch 0: |          | 11083/? [1:08:55<00:00,  2.68it/s]
Epoch 0: |          | 11084/? [1:08:55<00:00,  2.68it/s]
Epoch 0: |          | 11084/? [1:08:55<00:00,  2.68it/s]
Epoch 0: |          | 11085/? [1:08:56<00:00,  2.68it/s]
Epoch 0: |          | 11085/? [1:08:56<00:00,  2.68it/s]
Epoch 0: |          | 11086/? [1:08:56<00:00,  2.68it/s]
Epoch 0: |          | 11086/? [1:08:56<00:00,  2.68it/s]
Epoch 0: |          | 11087/? [1:08:56<00:00,  2.68it/s]
Epoch 0: |          | 11087/? [1:08:56<00:00,  2.68it/s]
Epoch 0: |          | 11088/? [1:08:57<00:00,  2.68it/s]
Epoch 0: |          | 11088/? [1:08:57<00:00,  2.68it/s]
Epoch 0: |          | 11089/? [1:08:57<00:00,  2.68it/s]
Epoch 0: |          | 11089/? [1:08:57<00:00,  2.68it/s]
Epoch 0: |          | 11090/? [1:08:57<00:00,  2.68it/s]
Epoch 0: |          | 11090/? [1:08:57<00:00,  2.68it/s]
Epoch 0: |          | 11091/? [1:08:58<00:00,  2.68it/s]
Epoch 0: |          | 11091/? [1:08:58<00:00,  2.68it/s]
Epoch 0: |          | 11092/? [1:08:58<00:00,  2.68it/s]
Epoch 0: |          | 11092/? [1:08:58<00:00,  2.68it/s]
Epoch 0: |          | 11093/? [1:08:58<00:00,  2.68it/s]
Epoch 0: |          | 11093/? [1:08:58<00:00,  2.68it/s]
Epoch 0: |          | 11094/? [1:08:58<00:00,  2.68it/s]
Epoch 0: |          | 11094/? [1:08:58<00:00,  2.68it/s]
Epoch 0: |          | 11095/? [1:08:59<00:00,  2.68it/s]
Epoch 0: |          | 11095/? [1:08:59<00:00,  2.68it/s]
Epoch 0: |          | 11096/? [1:08:59<00:00,  2.68it/s]
Epoch 0: |          | 11096/? [1:08:59<00:00,  2.68it/s]
Epoch 0: |          | 11097/? [1:08:59<00:00,  2.68it/s]
Epoch 0: |          | 11097/? [1:08:59<00:00,  2.68it/s]
Epoch 0: |          | 11098/? [1:09:00<00:00,  2.68it/s]
Epoch 0: |          | 11098/? [1:09:00<00:00,  2.68it/s]
Epoch 0: |          | 11099/? [1:09:00<00:00,  2.68it/s]
Epoch 0: |          | 11099/? [1:09:00<00:00,  2.68it/s]
Epoch 0: |          | 11100/? [1:09:00<00:00,  2.68it/s]
Epoch 0: |          | 11100/? [1:09:00<00:00,  2.68it/s]
Epoch 0: |          | 11101/? [1:09:01<00:00,  2.68it/s]
Epoch 0: |          | 11101/? [1:09:01<00:00,  2.68it/s]
Epoch 0: |          | 11102/? [1:09:01<00:00,  2.68it/s]
Epoch 0: |          | 11102/? [1:09:01<00:00,  2.68it/s]
Epoch 0: |          | 11103/? [1:09:01<00:00,  2.68it/s]
Epoch 0: |          | 11103/? [1:09:01<00:00,  2.68it/s]
Epoch 0: |          | 11104/? [1:09:02<00:00,  2.68it/s]
Epoch 0: |          | 11104/? [1:09:02<00:00,  2.68it/s]
Epoch 0: |          | 11105/? [1:09:02<00:00,  2.68it/s]
Epoch 0: |          | 11105/? [1:09:02<00:00,  2.68it/s]
Epoch 0: |          | 11106/? [1:09:02<00:00,  2.68it/s]
Epoch 0: |          | 11106/? [1:09:02<00:00,  2.68it/s]
Epoch 0: |          | 11107/? [1:09:02<00:00,  2.68it/s]
Epoch 0: |          | 11107/? [1:09:02<00:00,  2.68it/s]
Epoch 0: |          | 11108/? [1:09:03<00:00,  2.68it/s]
Epoch 0: |          | 11108/? [1:09:03<00:00,  2.68it/s]
Epoch 0: |          | 11109/? [1:09:03<00:00,  2.68it/s]
Epoch 0: |          | 11109/? [1:09:03<00:00,  2.68it/s]
Epoch 0: |          | 11110/? [1:09:03<00:00,  2.68it/s]
Epoch 0: |          | 11110/? [1:09:03<00:00,  2.68it/s]
Epoch 0: |          | 11111/? [1:09:04<00:00,  2.68it/s]
Epoch 0: |          | 11111/? [1:09:04<00:00,  2.68it/s]
Epoch 0: |          | 11112/? [1:09:04<00:00,  2.68it/s]
Epoch 0: |          | 11112/? [1:09:04<00:00,  2.68it/s]
Epoch 0: |          | 11113/? [1:09:04<00:00,  2.68it/s]
Epoch 0: |          | 11113/? [1:09:04<00:00,  2.68it/s]
Epoch 0: |          | 11114/? [1:09:05<00:00,  2.68it/s]
Epoch 0: |          | 11114/? [1:09:05<00:00,  2.68it/s]
Epoch 0: |          | 11115/? [1:09:05<00:00,  2.68it/s]
Epoch 0: |          | 11115/? [1:09:05<00:00,  2.68it/s]
Epoch 0: |          | 11116/? [1:09:05<00:00,  2.68it/s]
Epoch 0: |          | 11116/? [1:09:05<00:00,  2.68it/s]
Epoch 0: |          | 11117/? [1:09:05<00:00,  2.68it/s]
Epoch 0: |          | 11117/? [1:09:05<00:00,  2.68it/s]
Epoch 0: |          | 11118/? [1:09:06<00:00,  2.68it/s]
Epoch 0: |          | 11118/? [1:09:06<00:00,  2.68it/s]
Epoch 0: |          | 11119/? [1:09:06<00:00,  2.68it/s]
Epoch 0: |          | 11119/? [1:09:06<00:00,  2.68it/s]
Epoch 0: |          | 11120/? [1:09:06<00:00,  2.68it/s]
Epoch 0: |          | 11120/? [1:09:06<00:00,  2.68it/s]
Epoch 0: |          | 11121/? [1:09:07<00:00,  2.68it/s]
Epoch 0: |          | 11121/? [1:09:07<00:00,  2.68it/s]
Epoch 0: |          | 11122/? [1:09:07<00:00,  2.68it/s]
Epoch 0: |          | 11122/? [1:09:07<00:00,  2.68it/s]
Epoch 0: |          | 11123/? [1:09:07<00:00,  2.68it/s]
Epoch 0: |          | 11123/? [1:09:07<00:00,  2.68it/s]
Epoch 0: |          | 11124/? [1:09:08<00:00,  2.68it/s]
Epoch 0: |          | 11124/? [1:09:08<00:00,  2.68it/s]
Epoch 0: |          | 11125/? [1:09:08<00:00,  2.68it/s]
Epoch 0: |          | 11125/? [1:09:08<00:00,  2.68it/s]
Epoch 0: |          | 11126/? [1:09:08<00:00,  2.68it/s]
Epoch 0: |          | 11126/? [1:09:08<00:00,  2.68it/s]
Epoch 0: |          | 11127/? [1:09:08<00:00,  2.68it/s]
Epoch 0: |          | 11127/? [1:09:08<00:00,  2.68it/s]
Epoch 0: |          | 11128/? [1:09:09<00:00,  2.68it/s]
Epoch 0: |          | 11128/? [1:09:09<00:00,  2.68it/s]
Epoch 0: |          | 11129/? [1:09:09<00:00,  2.68it/s]
Epoch 0: |          | 11129/? [1:09:09<00:00,  2.68it/s]
Epoch 0: |          | 11130/? [1:09:09<00:00,  2.68it/s]
Epoch 0: |          | 11130/? [1:09:09<00:00,  2.68it/s]
Epoch 0: |          | 11131/? [1:09:10<00:00,  2.68it/s]
Epoch 0: |          | 11131/? [1:09:10<00:00,  2.68it/s]
Epoch 0: |          | 11132/? [1:09:10<00:00,  2.68it/s]
Epoch 0: |          | 11132/? [1:09:10<00:00,  2.68it/s]
Epoch 0: |          | 11133/? [1:09:10<00:00,  2.68it/s]
Epoch 0: |          | 11133/? [1:09:10<00:00,  2.68it/s]
Epoch 0: |          | 11134/? [1:09:11<00:00,  2.68it/s]
Epoch 0: |          | 11134/? [1:09:11<00:00,  2.68it/s]
Epoch 0: |          | 11135/? [1:09:11<00:00,  2.68it/s]
Epoch 0: |          | 11135/? [1:09:11<00:00,  2.68it/s]
Epoch 0: |          | 11136/? [1:09:11<00:00,  2.68it/s]
Epoch 0: |          | 11136/? [1:09:11<00:00,  2.68it/s]
Epoch 0: |          | 11137/? [1:09:12<00:00,  2.68it/s]
Epoch 0: |          | 11137/? [1:09:12<00:00,  2.68it/s]
Epoch 0: |          | 11138/? [1:09:12<00:00,  2.68it/s]
Epoch 0: |          | 11138/? [1:09:12<00:00,  2.68it/s]
Epoch 0: |          | 11139/? [1:09:12<00:00,  2.68it/s]
Epoch 0: |          | 11139/? [1:09:12<00:00,  2.68it/s]
Epoch 0: |          | 11140/? [1:09:12<00:00,  2.68it/s]
Epoch 0: |          | 11140/? [1:09:12<00:00,  2.68it/s]
Epoch 0: |          | 11141/? [1:09:13<00:00,  2.68it/s]
Epoch 0: |          | 11141/? [1:09:13<00:00,  2.68it/s]
Epoch 0: |          | 11142/? [1:09:13<00:00,  2.68it/s]
Epoch 0: |          | 11142/? [1:09:13<00:00,  2.68it/s]
Epoch 0: |          | 11143/? [1:09:13<00:00,  2.68it/s]
Epoch 0: |          | 11143/? [1:09:13<00:00,  2.68it/s]
Epoch 0: |          | 11144/? [1:09:14<00:00,  2.68it/s]
Epoch 0: |          | 11144/? [1:09:14<00:00,  2.68it/s]
Epoch 0: |          | 11145/? [1:09:14<00:00,  2.68it/s]
Epoch 0: |          | 11145/? [1:09:14<00:00,  2.68it/s]
Epoch 0: |          | 11146/? [1:09:14<00:00,  2.68it/s]
Epoch 0: |          | 11146/? [1:09:14<00:00,  2.68it/s]
Epoch 0: |          | 11147/? [1:09:15<00:00,  2.68it/s]
Epoch 0: |          | 11147/? [1:09:15<00:00,  2.68it/s]
Epoch 0: |          | 11148/? [1:09:15<00:00,  2.68it/s]
Epoch 0: |          | 11148/? [1:09:15<00:00,  2.68it/s]
Epoch 0: |          | 11149/? [1:09:15<00:00,  2.68it/s]
Epoch 0: |          | 11149/? [1:09:15<00:00,  2.68it/s]
Epoch 0: |          | 11150/? [1:09:16<00:00,  2.68it/s]
Epoch 0: |          | 11150/? [1:09:16<00:00,  2.68it/s]
Epoch 0: |          | 11151/? [1:09:16<00:00,  2.68it/s]
Epoch 0: |          | 11151/? [1:09:16<00:00,  2.68it/s]
Epoch 0: |          | 11152/? [1:09:16<00:00,  2.68it/s]
Epoch 0: |          | 11152/? [1:09:16<00:00,  2.68it/s]
Epoch 0: |          | 11153/? [1:09:17<00:00,  2.68it/s]
Epoch 0: |          | 11153/? [1:09:17<00:00,  2.68it/s]
Epoch 0: |          | 11154/? [1:09:17<00:00,  2.68it/s]
Epoch 0: |          | 11154/? [1:09:17<00:00,  2.68it/s]
Epoch 0: |          | 11155/? [1:09:17<00:00,  2.68it/s]
Epoch 0: |          | 11155/? [1:09:17<00:00,  2.68it/s]
Epoch 0: |          | 11156/? [1:09:18<00:00,  2.68it/s]
Epoch 0: |          | 11156/? [1:09:18<00:00,  2.68it/s]
Epoch 0: |          | 11157/? [1:09:18<00:00,  2.68it/s]
Epoch 0: |          | 11157/? [1:09:18<00:00,  2.68it/s]
Epoch 0: |          | 11158/? [1:09:18<00:00,  2.68it/s]
Epoch 0: |          | 11158/? [1:09:18<00:00,  2.68it/s]
Epoch 0: |          | 11159/? [1:09:18<00:00,  2.68it/s]
Epoch 0: |          | 11159/? [1:09:18<00:00,  2.68it/s]
Epoch 0: |          | 11160/? [1:09:19<00:00,  2.68it/s]
Epoch 0: |          | 11160/? [1:09:19<00:00,  2.68it/s]
Epoch 0: |          | 11161/? [1:09:19<00:00,  2.68it/s]
Epoch 0: |          | 11161/? [1:09:19<00:00,  2.68it/s]
Epoch 0: |          | 11162/? [1:09:19<00:00,  2.68it/s]
Epoch 0: |          | 11162/? [1:09:19<00:00,  2.68it/s]
Epoch 0: |          | 11163/? [1:09:20<00:00,  2.68it/s]
Epoch 0: |          | 11163/? [1:09:20<00:00,  2.68it/s]
Epoch 0: |          | 11164/? [1:09:20<00:00,  2.68it/s]
Epoch 0: |          | 11164/? [1:09:20<00:00,  2.68it/s]
Epoch 0: |          | 11165/? [1:09:20<00:00,  2.68it/s]
Epoch 0: |          | 11165/? [1:09:20<00:00,  2.68it/s]
Epoch 0: |          | 11166/? [1:09:21<00:00,  2.68it/s]
Epoch 0: |          | 11166/? [1:09:21<00:00,  2.68it/s]
Epoch 0: |          | 11167/? [1:09:21<00:00,  2.68it/s]
Epoch 0: |          | 11167/? [1:09:21<00:00,  2.68it/s]
Epoch 0: |          | 11168/? [1:09:21<00:00,  2.68it/s]
Epoch 0: |          | 11168/? [1:09:21<00:00,  2.68it/s]
Epoch 0: |          | 11169/? [1:09:21<00:00,  2.68it/s]
Epoch 0: |          | 11169/? [1:09:21<00:00,  2.68it/s]
Epoch 0: |          | 11170/? [1:09:22<00:00,  2.68it/s]
Epoch 0: |          | 11170/? [1:09:22<00:00,  2.68it/s]
Epoch 0: |          | 11171/? [1:09:22<00:00,  2.68it/s]
Epoch 0: |          | 11171/? [1:09:22<00:00,  2.68it/s]
Epoch 0: |          | 11172/? [1:09:22<00:00,  2.68it/s]
Epoch 0: |          | 11172/? [1:09:22<00:00,  2.68it/s]
Epoch 0: |          | 11173/? [1:09:23<00:00,  2.68it/s]
Epoch 0: |          | 11173/? [1:09:23<00:00,  2.68it/s]
Epoch 0: |          | 11174/? [1:09:23<00:00,  2.68it/s]
Epoch 0: |          | 11174/? [1:09:23<00:00,  2.68it/s]
Epoch 0: |          | 11175/? [1:09:23<00:00,  2.68it/s]
Epoch 0: |          | 11175/? [1:09:23<00:00,  2.68it/s]
Epoch 0: |          | 11176/? [1:09:24<00:00,  2.68it/s]
Epoch 0: |          | 11176/? [1:09:24<00:00,  2.68it/s]
Epoch 0: |          | 11177/? [1:09:24<00:00,  2.68it/s]
Epoch 0: |          | 11177/? [1:09:24<00:00,  2.68it/s]
Epoch 0: |          | 11178/? [1:09:24<00:00,  2.68it/s]
Epoch 0: |          | 11178/? [1:09:24<00:00,  2.68it/s]
Epoch 0: |          | 11179/? [1:09:25<00:00,  2.68it/s]
Epoch 0: |          | 11179/? [1:09:25<00:00,  2.68it/s]
Epoch 0: |          | 11180/? [1:09:25<00:00,  2.68it/s]
Epoch 0: |          | 11180/? [1:09:25<00:00,  2.68it/s]
Epoch 0: |          | 11181/? [1:09:25<00:00,  2.68it/s]
Epoch 0: |          | 11181/? [1:09:25<00:00,  2.68it/s]
Epoch 0: |          | 11182/? [1:09:25<00:00,  2.68it/s]
Epoch 0: |          | 11182/? [1:09:25<00:00,  2.68it/s]
Epoch 0: |          | 11183/? [1:09:26<00:00,  2.68it/s]
Epoch 0: |          | 11183/? [1:09:26<00:00,  2.68it/s]
Epoch 0: |          | 11184/? [1:09:26<00:00,  2.68it/s]
Epoch 0: |          | 11184/? [1:09:26<00:00,  2.68it/s]
Epoch 0: |          | 11185/? [1:09:26<00:00,  2.68it/s]
Epoch 0: |          | 11185/? [1:09:26<00:00,  2.68it/s]
Epoch 0: |          | 11186/? [1:09:27<00:00,  2.68it/s]
Epoch 0: |          | 11186/? [1:09:27<00:00,  2.68it/s]
Epoch 0: |          | 11187/? [1:09:27<00:00,  2.68it/s]
Epoch 0: |          | 11187/? [1:09:27<00:00,  2.68it/s]
Epoch 0: |          | 11188/? [1:09:27<00:00,  2.68it/s]
Epoch 0: |          | 11188/? [1:09:27<00:00,  2.68it/s]
Epoch 0: |          | 11189/? [1:09:28<00:00,  2.68it/s]
Epoch 0: |          | 11189/? [1:09:28<00:00,  2.68it/s]
Epoch 0: |          | 11190/? [1:09:28<00:00,  2.68it/s]
Epoch 0: |          | 11190/? [1:09:28<00:00,  2.68it/s]
Epoch 0: |          | 11191/? [1:09:28<00:00,  2.68it/s]
Epoch 0: |          | 11191/? [1:09:28<00:00,  2.68it/s]
Epoch 0: |          | 11192/? [1:09:29<00:00,  2.68it/s]
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Epoch 0: |          | 11193/? [1:09:29<00:00,  2.68it/s]
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Epoch 0: |          | 11194/? [1:09:29<00:00,  2.68it/s]
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Epoch 0: |          | 11195/? [1:09:30<00:00,  2.68it/s]
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Epoch 0: |          | 11196/? [1:09:30<00:00,  2.68it/s]
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Epoch 0: |          | 11197/? [1:09:30<00:00,  2.68it/s]
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Epoch 0: |          | 11198/? [1:09:31<00:00,  2.68it/s]
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Epoch 0: |          | 11199/? [1:09:31<00:00,  2.68it/s]
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Epoch 0: |          | 11200/? [1:09:31<00:00,  2.68it/s]
Epoch 0: |          | 11200/? [1:09:31<00:00,  2.68it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.28it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.53it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.84it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.97it/s]

Epoch 0: |          | 11200/? [1:09:31<00:00,  2.68it/s]
Epoch 0: |          | 11201/? [1:09:32<00:00,  2.68it/s]
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Epoch 0: |          | 11202/? [1:09:32<00:00,  2.68it/s]
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Epoch 0: |          | 11203/? [1:09:32<00:00,  2.68it/s]
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Epoch 0: |          | 11204/? [1:09:33<00:00,  2.68it/s]
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Epoch 0: |          | 11205/? [1:09:33<00:00,  2.68it/s]
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Epoch 0: |          | 11207/? [1:09:34<00:00,  2.68it/s]
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Epoch 0: |          | 11208/? [1:09:34<00:00,  2.68it/s]
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Epoch 0: |          | 11209/? [1:09:34<00:00,  2.68it/s]
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Epoch 0: |          | 11210/? [1:09:34<00:00,  2.69it/s]
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Epoch 0: |          | 11211/? [1:09:35<00:00,  2.69it/s]
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Epoch 0: |          | 11212/? [1:09:35<00:00,  2.69it/s]
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Epoch 0: |          | 11213/? [1:09:35<00:00,  2.69it/s]
Epoch 0: |          | 11213/? [1:09:35<00:00,  2.69it/s]
Epoch 0: |          | 11214/? [1:09:36<00:00,  2.69it/s]
Epoch 0: |          | 11214/? [1:09:36<00:00,  2.69it/s]
Epoch 0: |          | 11215/? [1:09:36<00:00,  2.69it/s]
Epoch 0: |          | 11215/? [1:09:36<00:00,  2.69it/s]
Epoch 0: |          | 11216/? [1:09:36<00:00,  2.69it/s]
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Epoch 0: |          | 11217/? [1:09:37<00:00,  2.69it/s]
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Epoch 0: |          | 11218/? [1:09:37<00:00,  2.69it/s]
Epoch 0: |          | 11218/? [1:09:37<00:00,  2.69it/s]
Epoch 0: |          | 11219/? [1:09:37<00:00,  2.69it/s]
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Epoch 0: |          | 11220/? [1:09:38<00:00,  2.69it/s]
Epoch 0: |          | 11220/? [1:09:38<00:00,  2.69it/s]
Epoch 0: |          | 11221/? [1:09:38<00:00,  2.69it/s]
Epoch 0: |          | 11221/? [1:09:38<00:00,  2.69it/s]
Epoch 0: |          | 11222/? [1:09:38<00:00,  2.69it/s]
Epoch 0: |          | 11222/? [1:09:38<00:00,  2.69it/s]
Epoch 0: |          | 11223/? [1:09:39<00:00,  2.69it/s]
Epoch 0: |          | 11223/? [1:09:39<00:00,  2.69it/s]
Epoch 0: |          | 11224/? [1:09:39<00:00,  2.69it/s]
Epoch 0: |          | 11224/? [1:09:39<00:00,  2.69it/s]
Epoch 0: |          | 11225/? [1:09:39<00:00,  2.69it/s]
Epoch 0: |          | 11225/? [1:09:39<00:00,  2.69it/s]
Epoch 0: |          | 11226/? [1:09:39<00:00,  2.69it/s]
Epoch 0: |          | 11226/? [1:09:39<00:00,  2.69it/s]
Epoch 0: |          | 11227/? [1:09:40<00:00,  2.69it/s]
Epoch 0: |          | 11227/? [1:09:40<00:00,  2.69it/s]
Epoch 0: |          | 11228/? [1:09:40<00:00,  2.69it/s]
Epoch 0: |          | 11228/? [1:09:40<00:00,  2.69it/s]
Epoch 0: |          | 11229/? [1:09:40<00:00,  2.69it/s]
Epoch 0: |          | 11229/? [1:09:40<00:00,  2.69it/s]
Epoch 0: |          | 11230/? [1:09:41<00:00,  2.69it/s]
Epoch 0: |          | 11230/? [1:09:41<00:00,  2.69it/s]
Epoch 0: |          | 11231/? [1:09:41<00:00,  2.69it/s]
Epoch 0: |          | 11231/? [1:09:41<00:00,  2.69it/s]
Epoch 0: |          | 11232/? [1:09:41<00:00,  2.69it/s]
Epoch 0: |          | 11232/? [1:09:41<00:00,  2.69it/s]
Epoch 0: |          | 11233/? [1:09:42<00:00,  2.69it/s]
Epoch 0: |          | 11233/? [1:09:42<00:00,  2.69it/s]
Epoch 0: |          | 11234/? [1:09:42<00:00,  2.69it/s]
Epoch 0: |          | 11234/? [1:09:42<00:00,  2.69it/s]
Epoch 0: |          | 11235/? [1:09:42<00:00,  2.69it/s]
Epoch 0: |          | 11235/? [1:09:42<00:00,  2.69it/s]
Epoch 0: |          | 11236/? [1:09:43<00:00,  2.69it/s]
Epoch 0: |          | 11236/? [1:09:43<00:00,  2.69it/s]
Epoch 0: |          | 11237/? [1:09:43<00:00,  2.69it/s]
Epoch 0: |          | 11237/? [1:09:43<00:00,  2.69it/s]
Epoch 0: |          | 11238/? [1:09:43<00:00,  2.69it/s]
Epoch 0: |          | 11238/? [1:09:43<00:00,  2.69it/s]
Epoch 0: |          | 11239/? [1:09:44<00:00,  2.69it/s]
Epoch 0: |          | 11239/? [1:09:44<00:00,  2.69it/s]
Epoch 0: |          | 11240/? [1:09:44<00:00,  2.69it/s]
Epoch 0: |          | 11240/? [1:09:44<00:00,  2.69it/s]
Epoch 0: |          | 11241/? [1:09:44<00:00,  2.69it/s]
Epoch 0: |          | 11241/? [1:09:44<00:00,  2.69it/s]
Epoch 0: |          | 11242/? [1:09:44<00:00,  2.69it/s]
Epoch 0: |          | 11242/? [1:09:44<00:00,  2.69it/s]
Epoch 0: |          | 11243/? [1:09:45<00:00,  2.69it/s]
Epoch 0: |          | 11243/? [1:09:45<00:00,  2.69it/s]
Epoch 0: |          | 11244/? [1:09:45<00:00,  2.69it/s]
Epoch 0: |          | 11244/? [1:09:45<00:00,  2.69it/s]
Epoch 0: |          | 11245/? [1:09:45<00:00,  2.69it/s]
Epoch 0: |          | 11245/? [1:09:45<00:00,  2.69it/s]
Epoch 0: |          | 11246/? [1:09:46<00:00,  2.69it/s]
Epoch 0: |          | 11246/? [1:09:46<00:00,  2.69it/s]
Epoch 0: |          | 11247/? [1:09:46<00:00,  2.69it/s]
Epoch 0: |          | 11247/? [1:09:46<00:00,  2.69it/s]
Epoch 0: |          | 11248/? [1:09:46<00:00,  2.69it/s]
Epoch 0: |          | 11248/? [1:09:46<00:00,  2.69it/s]
Epoch 0: |          | 11249/? [1:09:47<00:00,  2.69it/s]
Epoch 0: |          | 11249/? [1:09:47<00:00,  2.69it/s]
Epoch 0: |          | 11250/? [1:09:47<00:00,  2.69it/s]
Epoch 0: |          | 11250/? [1:09:47<00:00,  2.69it/s]
Epoch 0: |          | 11251/? [1:09:47<00:00,  2.69it/s]
Epoch 0: |          | 11251/? [1:09:47<00:00,  2.69it/s]
Epoch 0: |          | 11252/? [1:09:48<00:00,  2.69it/s]
Epoch 0: |          | 11252/? [1:09:48<00:00,  2.69it/s]
Epoch 0: |          | 11253/? [1:09:48<00:00,  2.69it/s]
Epoch 0: |          | 11253/? [1:09:48<00:00,  2.69it/s]
Epoch 0: |          | 11254/? [1:09:48<00:00,  2.69it/s]
Epoch 0: |          | 11254/? [1:09:48<00:00,  2.69it/s]
Epoch 0: |          | 11255/? [1:09:48<00:00,  2.69it/s]
Epoch 0: |          | 11255/? [1:09:48<00:00,  2.69it/s]
Epoch 0: |          | 11256/? [1:09:49<00:00,  2.69it/s]
Epoch 0: |          | 11256/? [1:09:49<00:00,  2.69it/s]
Epoch 0: |          | 11257/? [1:09:49<00:00,  2.69it/s]
Epoch 0: |          | 11257/? [1:09:49<00:00,  2.69it/s]
Epoch 0: |          | 11258/? [1:09:49<00:00,  2.69it/s]
Epoch 0: |          | 11258/? [1:09:49<00:00,  2.69it/s]
Epoch 0: |          | 11259/? [1:09:50<00:00,  2.69it/s]
Epoch 0: |          | 11259/? [1:09:50<00:00,  2.69it/s]
Epoch 0: |          | 11260/? [1:09:50<00:00,  2.69it/s]
Epoch 0: |          | 11260/? [1:09:50<00:00,  2.69it/s]
Epoch 0: |          | 11261/? [1:09:50<00:00,  2.69it/s]
Epoch 0: |          | 11261/? [1:09:50<00:00,  2.69it/s]
Epoch 0: |          | 11262/? [1:09:51<00:00,  2.69it/s]
Epoch 0: |          | 11262/? [1:09:51<00:00,  2.69it/s]
Epoch 0: |          | 11263/? [1:09:51<00:00,  2.69it/s]
Epoch 0: |          | 11263/? [1:09:51<00:00,  2.69it/s]
Epoch 0: |          | 11264/? [1:09:51<00:00,  2.69it/s]
Epoch 0: |          | 11264/? [1:09:51<00:00,  2.69it/s]
Epoch 0: |          | 11265/? [1:09:52<00:00,  2.69it/s]
Epoch 0: |          | 11265/? [1:09:52<00:00,  2.69it/s]
Epoch 0: |          | 11266/? [1:09:52<00:00,  2.69it/s]
Epoch 0: |          | 11266/? [1:09:52<00:00,  2.69it/s]
Epoch 0: |          | 11267/? [1:09:52<00:00,  2.69it/s]
Epoch 0: |          | 11267/? [1:09:52<00:00,  2.69it/s]
Epoch 0: |          | 11268/? [1:09:52<00:00,  2.69it/s]
Epoch 0: |          | 11268/? [1:09:52<00:00,  2.69it/s]
Epoch 0: |          | 11269/? [1:09:53<00:00,  2.69it/s]
Epoch 0: |          | 11269/? [1:09:53<00:00,  2.69it/s]
Epoch 0: |          | 11270/? [1:09:53<00:00,  2.69it/s]
Epoch 0: |          | 11270/? [1:09:53<00:00,  2.69it/s]
Epoch 0: |          | 11271/? [1:09:53<00:00,  2.69it/s]
Epoch 0: |          | 11271/? [1:09:53<00:00,  2.69it/s]
Epoch 0: |          | 11272/? [1:09:54<00:00,  2.69it/s]
Epoch 0: |          | 11272/? [1:09:54<00:00,  2.69it/s]
Epoch 0: |          | 11273/? [1:09:54<00:00,  2.69it/s]
Epoch 0: |          | 11273/? [1:09:54<00:00,  2.69it/s]
Epoch 0: |          | 11274/? [1:09:54<00:00,  2.69it/s]
Epoch 0: |          | 11274/? [1:09:54<00:00,  2.69it/s]
Epoch 0: |          | 11275/? [1:09:55<00:00,  2.69it/s]
Epoch 0: |          | 11275/? [1:09:55<00:00,  2.69it/s]
Epoch 0: |          | 11276/? [1:09:55<00:00,  2.69it/s]
Epoch 0: |          | 11276/? [1:09:55<00:00,  2.69it/s]
Epoch 0: |          | 11277/? [1:09:55<00:00,  2.69it/s]
Epoch 0: |          | 11277/? [1:09:55<00:00,  2.69it/s]
Epoch 0: |          | 11278/? [1:09:56<00:00,  2.69it/s]
Epoch 0: |          | 11278/? [1:09:56<00:00,  2.69it/s]
Epoch 0: |          | 11279/? [1:09:56<00:00,  2.69it/s]
Epoch 0: |          | 11279/? [1:09:56<00:00,  2.69it/s]
Epoch 0: |          | 11280/? [1:09:56<00:00,  2.69it/s]
Epoch 0: |          | 11280/? [1:09:56<00:00,  2.69it/s]
Epoch 0: |          | 11281/? [1:09:57<00:00,  2.69it/s]
Epoch 0: |          | 11281/? [1:09:57<00:00,  2.69it/s]
Epoch 0: |          | 11282/? [1:09:57<00:00,  2.69it/s]
Epoch 0: |          | 11282/? [1:09:57<00:00,  2.69it/s]
Epoch 0: |          | 11283/? [1:09:57<00:00,  2.69it/s]
Epoch 0: |          | 11283/? [1:09:57<00:00,  2.69it/s]
Epoch 0: |          | 11284/? [1:09:57<00:00,  2.69it/s]
Epoch 0: |          | 11284/? [1:09:57<00:00,  2.69it/s]
Epoch 0: |          | 11285/? [1:09:58<00:00,  2.69it/s]
Epoch 0: |          | 11285/? [1:09:58<00:00,  2.69it/s]
Epoch 0: |          | 11286/? [1:09:58<00:00,  2.69it/s]
Epoch 0: |          | 11286/? [1:09:58<00:00,  2.69it/s]
Epoch 0: |          | 11287/? [1:09:58<00:00,  2.69it/s]
Epoch 0: |          | 11287/? [1:09:58<00:00,  2.69it/s]
Epoch 0: |          | 11288/? [1:09:59<00:00,  2.69it/s]
Epoch 0: |          | 11288/? [1:09:59<00:00,  2.69it/s]
Epoch 0: |          | 11289/? [1:09:59<00:00,  2.69it/s]
Epoch 0: |          | 11289/? [1:09:59<00:00,  2.69it/s]
Epoch 0: |          | 11290/? [1:09:59<00:00,  2.69it/s]
Epoch 0: |          | 11290/? [1:09:59<00:00,  2.69it/s]
Epoch 0: |          | 11291/? [1:10:00<00:00,  2.69it/s]
Epoch 0: |          | 11291/? [1:10:00<00:00,  2.69it/s]
Epoch 0: |          | 11292/? [1:10:00<00:00,  2.69it/s]
Epoch 0: |          | 11292/? [1:10:00<00:00,  2.69it/s]
Epoch 0: |          | 11293/? [1:10:00<00:00,  2.69it/s]
Epoch 0: |          | 11293/? [1:10:00<00:00,  2.69it/s]
Epoch 0: |          | 11294/? [1:10:00<00:00,  2.69it/s]
Epoch 0: |          | 11294/? [1:10:00<00:00,  2.69it/s]
Epoch 0: |          | 11295/? [1:10:01<00:00,  2.69it/s]
Epoch 0: |          | 11295/? [1:10:01<00:00,  2.69it/s]
Epoch 0: |          | 11296/? [1:10:01<00:00,  2.69it/s]
Epoch 0: |          | 11296/? [1:10:01<00:00,  2.69it/s]
Epoch 0: |          | 11297/? [1:10:01<00:00,  2.69it/s]
Epoch 0: |          | 11297/? [1:10:01<00:00,  2.69it/s]
Epoch 0: |          | 11298/? [1:10:02<00:00,  2.69it/s]
Epoch 0: |          | 11298/? [1:10:02<00:00,  2.69it/s]
Epoch 0: |          | 11299/? [1:10:02<00:00,  2.69it/s]
Epoch 0: |          | 11299/? [1:10:02<00:00,  2.69it/s]
Epoch 0: |          | 11300/? [1:10:02<00:00,  2.69it/s]
Epoch 0: |          | 11300/? [1:10:02<00:00,  2.69it/s]
Epoch 0: |          | 11301/? [1:10:03<00:00,  2.69it/s]
Epoch 0: |          | 11301/? [1:10:03<00:00,  2.69it/s]
Epoch 0: |          | 11302/? [1:10:03<00:00,  2.69it/s]
Epoch 0: |          | 11302/? [1:10:03<00:00,  2.69it/s]
Epoch 0: |          | 11303/? [1:10:03<00:00,  2.69it/s]
Epoch 0: |          | 11303/? [1:10:03<00:00,  2.69it/s]
Epoch 0: |          | 11304/? [1:10:04<00:00,  2.69it/s]
Epoch 0: |          | 11304/? [1:10:04<00:00,  2.69it/s]
Epoch 0: |          | 11305/? [1:10:04<00:00,  2.69it/s]
Epoch 0: |          | 11305/? [1:10:04<00:00,  2.69it/s]
Epoch 0: |          | 11306/? [1:10:04<00:00,  2.69it/s]
Epoch 0: |          | 11306/? [1:10:04<00:00,  2.69it/s]
Epoch 0: |          | 11307/? [1:10:04<00:00,  2.69it/s]
Epoch 0: |          | 11307/? [1:10:04<00:00,  2.69it/s]
Epoch 0: |          | 11308/? [1:10:05<00:00,  2.69it/s]
Epoch 0: |          | 11308/? [1:10:05<00:00,  2.69it/s]
Epoch 0: |          | 11309/? [1:10:05<00:00,  2.69it/s]
Epoch 0: |          | 11309/? [1:10:05<00:00,  2.69it/s]
Epoch 0: |          | 11310/? [1:10:05<00:00,  2.69it/s]
Epoch 0: |          | 11310/? [1:10:05<00:00,  2.69it/s]
Epoch 0: |          | 11311/? [1:10:06<00:00,  2.69it/s]
Epoch 0: |          | 11311/? [1:10:06<00:00,  2.69it/s]
Epoch 0: |          | 11312/? [1:10:06<00:00,  2.69it/s]
Epoch 0: |          | 11312/? [1:10:06<00:00,  2.69it/s]
Epoch 0: |          | 11313/? [1:10:06<00:00,  2.69it/s]
Epoch 0: |          | 11313/? [1:10:06<00:00,  2.69it/s]
Epoch 0: |          | 11314/? [1:10:07<00:00,  2.69it/s]
Epoch 0: |          | 11314/? [1:10:07<00:00,  2.69it/s]
Epoch 0: |          | 11315/? [1:10:07<00:00,  2.69it/s]
Epoch 0: |          | 11315/? [1:10:07<00:00,  2.69it/s]
Epoch 0: |          | 11316/? [1:10:07<00:00,  2.69it/s]
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Epoch 0: |          | 11317/? [1:10:08<00:00,  2.69it/s]
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Epoch 0: |          | 11318/? [1:10:08<00:00,  2.69it/s]
Epoch 0: |          | 11318/? [1:10:08<00:00,  2.69it/s]
Epoch 0: |          | 11319/? [1:10:08<00:00,  2.69it/s]
Epoch 0: |          | 11319/? [1:10:08<00:00,  2.69it/s]
Epoch 0: |          | 11320/? [1:10:08<00:00,  2.69it/s]
Epoch 0: |          | 11320/? [1:10:08<00:00,  2.69it/s]
Epoch 0: |          | 11321/? [1:10:09<00:00,  2.69it/s]
Epoch 0: |          | 11321/? [1:10:09<00:00,  2.69it/s]
Epoch 0: |          | 11322/? [1:10:09<00:00,  2.69it/s]
Epoch 0: |          | 11322/? [1:10:09<00:00,  2.69it/s]
Epoch 0: |          | 11323/? [1:10:09<00:00,  2.69it/s]
Epoch 0: |          | 11323/? [1:10:09<00:00,  2.69it/s]
Epoch 0: |          | 11324/? [1:10:10<00:00,  2.69it/s]
Epoch 0: |          | 11324/? [1:10:10<00:00,  2.69it/s]
Epoch 0: |          | 11325/? [1:10:10<00:00,  2.69it/s]
Epoch 0: |          | 11325/? [1:10:10<00:00,  2.69it/s]
Epoch 0: |          | 11326/? [1:10:10<00:00,  2.69it/s]
Epoch 0: |          | 11326/? [1:10:10<00:00,  2.69it/s]
Epoch 0: |          | 11327/? [1:10:11<00:00,  2.69it/s]
Epoch 0: |          | 11327/? [1:10:11<00:00,  2.69it/s]
Epoch 0: |          | 11328/? [1:10:11<00:00,  2.69it/s]
Epoch 0: |          | 11328/? [1:10:11<00:00,  2.69it/s]
Epoch 0: |          | 11329/? [1:10:11<00:00,  2.69it/s]
Epoch 0: |          | 11329/? [1:10:11<00:00,  2.69it/s]
Epoch 0: |          | 11330/? [1:10:12<00:00,  2.69it/s]
Epoch 0: |          | 11330/? [1:10:12<00:00,  2.69it/s]
Epoch 0: |          | 11331/? [1:10:12<00:00,  2.69it/s]
Epoch 0: |          | 11331/? [1:10:12<00:00,  2.69it/s]
Epoch 0: |          | 11332/? [1:10:12<00:00,  2.69it/s]
Epoch 0: |          | 11332/? [1:10:12<00:00,  2.69it/s]
Epoch 0: |          | 11333/? [1:10:13<00:00,  2.69it/s]
Epoch 0: |          | 11333/? [1:10:13<00:00,  2.69it/s]
Epoch 0: |          | 11334/? [1:10:13<00:00,  2.69it/s]
Epoch 0: |          | 11334/? [1:10:13<00:00,  2.69it/s]
Epoch 0: |          | 11335/? [1:10:13<00:00,  2.69it/s]
Epoch 0: |          | 11335/? [1:10:13<00:00,  2.69it/s]
Epoch 0: |          | 11336/? [1:10:13<00:00,  2.69it/s]
Epoch 0: |          | 11336/? [1:10:13<00:00,  2.69it/s]
Epoch 0: |          | 11337/? [1:10:14<00:00,  2.69it/s]
Epoch 0: |          | 11337/? [1:10:14<00:00,  2.69it/s]
Epoch 0: |          | 11338/? [1:10:14<00:00,  2.69it/s]
Epoch 0: |          | 11338/? [1:10:14<00:00,  2.69it/s]
Epoch 0: |          | 11339/? [1:10:14<00:00,  2.69it/s]
Epoch 0: |          | 11339/? [1:10:14<00:00,  2.69it/s]
Epoch 0: |          | 11340/? [1:10:15<00:00,  2.69it/s]
Epoch 0: |          | 11340/? [1:10:15<00:00,  2.69it/s]
Epoch 0: |          | 11341/? [1:10:15<00:00,  2.69it/s]
Epoch 0: |          | 11341/? [1:10:15<00:00,  2.69it/s]
Epoch 0: |          | 11342/? [1:10:15<00:00,  2.69it/s]
Epoch 0: |          | 11342/? [1:10:15<00:00,  2.69it/s]
Epoch 0: |          | 11343/? [1:10:16<00:00,  2.69it/s]
Epoch 0: |          | 11343/? [1:10:16<00:00,  2.69it/s]
Epoch 0: |          | 11344/? [1:10:16<00:00,  2.69it/s]
Epoch 0: |          | 11344/? [1:10:16<00:00,  2.69it/s]
Epoch 0: |          | 11345/? [1:10:16<00:00,  2.69it/s]
Epoch 0: |          | 11345/? [1:10:16<00:00,  2.69it/s]
Epoch 0: |          | 11346/? [1:10:17<00:00,  2.69it/s]
Epoch 0: |          | 11346/? [1:10:17<00:00,  2.69it/s]
Epoch 0: |          | 11347/? [1:10:17<00:00,  2.69it/s]
Epoch 0: |          | 11347/? [1:10:17<00:00,  2.69it/s]
Epoch 0: |          | 11348/? [1:10:17<00:00,  2.69it/s]
Epoch 0: |          | 11348/? [1:10:17<00:00,  2.69it/s]
Epoch 0: |          | 11349/? [1:10:17<00:00,  2.69it/s]
Epoch 0: |          | 11349/? [1:10:17<00:00,  2.69it/s]
Epoch 0: |          | 11350/? [1:10:18<00:00,  2.69it/s]
Epoch 0: |          | 11350/? [1:10:18<00:00,  2.69it/s]
Epoch 0: |          | 11351/? [1:10:18<00:00,  2.69it/s]
Epoch 0: |          | 11351/? [1:10:18<00:00,  2.69it/s]
Epoch 0: |          | 11352/? [1:10:18<00:00,  2.69it/s]
Epoch 0: |          | 11352/? [1:10:18<00:00,  2.69it/s]
Epoch 0: |          | 11353/? [1:10:19<00:00,  2.69it/s]
Epoch 0: |          | 11353/? [1:10:19<00:00,  2.69it/s]
Epoch 0: |          | 11354/? [1:10:19<00:00,  2.69it/s]
Epoch 0: |          | 11354/? [1:10:19<00:00,  2.69it/s]
Epoch 0: |          | 11355/? [1:10:19<00:00,  2.69it/s]
Epoch 0: |          | 11355/? [1:10:19<00:00,  2.69it/s]
Epoch 0: |          | 11356/? [1:10:20<00:00,  2.69it/s]
Epoch 0: |          | 11356/? [1:10:20<00:00,  2.69it/s]
Epoch 0: |          | 11357/? [1:10:20<00:00,  2.69it/s]
Epoch 0: |          | 11357/? [1:10:20<00:00,  2.69it/s]
Epoch 0: |          | 11358/? [1:10:20<00:00,  2.69it/s]
Epoch 0: |          | 11358/? [1:10:20<00:00,  2.69it/s]
Epoch 0: |          | 11359/? [1:10:20<00:00,  2.69it/s]
Epoch 0: |          | 11359/? [1:10:20<00:00,  2.69it/s]
Epoch 0: |          | 11360/? [1:10:21<00:00,  2.69it/s]
Epoch 0: |          | 11360/? [1:10:21<00:00,  2.69it/s]
Epoch 0: |          | 11361/? [1:10:21<00:00,  2.69it/s]
Epoch 0: |          | 11361/? [1:10:21<00:00,  2.69it/s]
Epoch 0: |          | 11362/? [1:10:21<00:00,  2.69it/s]
Epoch 0: |          | 11362/? [1:10:21<00:00,  2.69it/s]
Epoch 0: |          | 11363/? [1:10:22<00:00,  2.69it/s]
Epoch 0: |          | 11363/? [1:10:22<00:00,  2.69it/s]
Epoch 0: |          | 11364/? [1:10:22<00:00,  2.69it/s]
Epoch 0: |          | 11364/? [1:10:22<00:00,  2.69it/s]
Epoch 0: |          | 11365/? [1:10:22<00:00,  2.69it/s]
Epoch 0: |          | 11365/? [1:10:22<00:00,  2.69it/s]
Epoch 0: |          | 11366/? [1:10:23<00:00,  2.69it/s]
Epoch 0: |          | 11366/? [1:10:23<00:00,  2.69it/s]
Epoch 0: |          | 11367/? [1:10:23<00:00,  2.69it/s]
Epoch 0: |          | 11367/? [1:10:23<00:00,  2.69it/s]
Epoch 0: |          | 11368/? [1:10:23<00:00,  2.69it/s]
Epoch 0: |          | 11368/? [1:10:23<00:00,  2.69it/s]
Epoch 0: |          | 11369/? [1:10:24<00:00,  2.69it/s]
Epoch 0: |          | 11369/? [1:10:24<00:00,  2.69it/s]
Epoch 0: |          | 11370/? [1:10:24<00:00,  2.69it/s]
Epoch 0: |          | 11370/? [1:10:24<00:00,  2.69it/s]
Epoch 0: |          | 11371/? [1:10:24<00:00,  2.69it/s]
Epoch 0: |          | 11371/? [1:10:24<00:00,  2.69it/s]
Epoch 0: |          | 11372/? [1:10:24<00:00,  2.69it/s]
Epoch 0: |          | 11372/? [1:10:24<00:00,  2.69it/s]
Epoch 0: |          | 11373/? [1:10:25<00:00,  2.69it/s]
Epoch 0: |          | 11373/? [1:10:25<00:00,  2.69it/s]
Epoch 0: |          | 11374/? [1:10:25<00:00,  2.69it/s]
Epoch 0: |          | 11374/? [1:10:25<00:00,  2.69it/s]
Epoch 0: |          | 11375/? [1:10:25<00:00,  2.69it/s]
Epoch 0: |          | 11375/? [1:10:25<00:00,  2.69it/s]
Epoch 0: |          | 11376/? [1:10:26<00:00,  2.69it/s]
Epoch 0: |          | 11376/? [1:10:26<00:00,  2.69it/s]
Epoch 0: |          | 11377/? [1:10:26<00:00,  2.69it/s]
Epoch 0: |          | 11377/? [1:10:26<00:00,  2.69it/s]
Epoch 0: |          | 11378/? [1:10:26<00:00,  2.69it/s]
Epoch 0: |          | 11378/? [1:10:26<00:00,  2.69it/s]
Epoch 0: |          | 11379/? [1:10:27<00:00,  2.69it/s]
Epoch 0: |          | 11379/? [1:10:27<00:00,  2.69it/s]
Epoch 0: |          | 11380/? [1:10:27<00:00,  2.69it/s]
Epoch 0: |          | 11380/? [1:10:27<00:00,  2.69it/s]
Epoch 0: |          | 11381/? [1:10:27<00:00,  2.69it/s]
Epoch 0: |          | 11381/? [1:10:27<00:00,  2.69it/s]
Epoch 0: |          | 11382/? [1:10:28<00:00,  2.69it/s]
Epoch 0: |          | 11382/? [1:10:28<00:00,  2.69it/s]
Epoch 0: |          | 11383/? [1:10:28<00:00,  2.69it/s]
Epoch 0: |          | 11383/? [1:10:28<00:00,  2.69it/s]
Epoch 0: |          | 11384/? [1:10:28<00:00,  2.69it/s]
Epoch 0: |          | 11384/? [1:10:28<00:00,  2.69it/s]
Epoch 0: |          | 11385/? [1:10:28<00:00,  2.69it/s]
Epoch 0: |          | 11385/? [1:10:28<00:00,  2.69it/s]
Epoch 0: |          | 11386/? [1:10:29<00:00,  2.69it/s]
Epoch 0: |          | 11386/? [1:10:29<00:00,  2.69it/s]
Epoch 0: |          | 11387/? [1:10:29<00:00,  2.69it/s]
Epoch 0: |          | 11387/? [1:10:29<00:00,  2.69it/s]
Epoch 0: |          | 11388/? [1:10:29<00:00,  2.69it/s]
Epoch 0: |          | 11388/? [1:10:29<00:00,  2.69it/s]
Epoch 0: |          | 11389/? [1:10:30<00:00,  2.69it/s]
Epoch 0: |          | 11389/? [1:10:30<00:00,  2.69it/s]
Epoch 0: |          | 11390/? [1:10:30<00:00,  2.69it/s]
Epoch 0: |          | 11390/? [1:10:30<00:00,  2.69it/s]
Epoch 0: |          | 11391/? [1:10:30<00:00,  2.69it/s]
Epoch 0: |          | 11391/? [1:10:30<00:00,  2.69it/s]
Epoch 0: |          | 11392/? [1:10:31<00:00,  2.69it/s]
Epoch 0: |          | 11392/? [1:10:31<00:00,  2.69it/s]
Epoch 0: |          | 11393/? [1:10:31<00:00,  2.69it/s]
Epoch 0: |          | 11393/? [1:10:31<00:00,  2.69it/s]
Epoch 0: |          | 11394/? [1:10:31<00:00,  2.69it/s]
Epoch 0: |          | 11394/? [1:10:31<00:00,  2.69it/s]
Epoch 0: |          | 11395/? [1:10:32<00:00,  2.69it/s]
Epoch 0: |          | 11395/? [1:10:32<00:00,  2.69it/s]
Epoch 0: |          | 11396/? [1:10:32<00:00,  2.69it/s]
Epoch 0: |          | 11396/? [1:10:32<00:00,  2.69it/s]
Epoch 0: |          | 11397/? [1:10:32<00:00,  2.69it/s]
Epoch 0: |          | 11397/? [1:10:32<00:00,  2.69it/s]
Epoch 0: |          | 11398/? [1:10:32<00:00,  2.69it/s]
Epoch 0: |          | 11398/? [1:10:32<00:00,  2.69it/s]
Epoch 0: |          | 11399/? [1:10:33<00:00,  2.69it/s]
Epoch 0: |          | 11399/? [1:10:33<00:00,  2.69it/s]
Epoch 0: |          | 11400/? [1:10:33<00:00,  2.69it/s]
Epoch 0: |          | 11400/? [1:10:33<00:00,  2.69it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 17.07it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.18it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.66it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.55it/s]

Epoch 0: |          | 11400/? [1:10:33<00:00,  2.69it/s]
Epoch 0: |          | 11401/? [1:10:34<00:00,  2.69it/s]
Epoch 0: |          | 11401/? [1:10:34<00:00,  2.69it/s]
Epoch 0: |          | 11402/? [1:10:34<00:00,  2.69it/s]
Epoch 0: |          | 11402/? [1:10:34<00:00,  2.69it/s]
Epoch 0: |          | 11403/? [1:10:34<00:00,  2.69it/s]
Epoch 0: |          | 11403/? [1:10:34<00:00,  2.69it/s]
Epoch 0: |          | 11404/? [1:10:35<00:00,  2.69it/s]
Epoch 0: |          | 11404/? [1:10:35<00:00,  2.69it/s]
Epoch 0: |          | 11405/? [1:10:35<00:00,  2.69it/s]
Epoch 0: |          | 11405/? [1:10:35<00:00,  2.69it/s]
Epoch 0: |          | 11406/? [1:10:35<00:00,  2.69it/s]
Epoch 0: |          | 11406/? [1:10:35<00:00,  2.69it/s]
Epoch 0: |          | 11407/? [1:10:36<00:00,  2.69it/s]
Epoch 0: |          | 11407/? [1:10:36<00:00,  2.69it/s]
Epoch 0: |          | 11408/? [1:10:36<00:00,  2.69it/s]
Epoch 0: |          | 11408/? [1:10:36<00:00,  2.69it/s]
Epoch 0: |          | 11409/? [1:10:36<00:00,  2.69it/s]
Epoch 0: |          | 11409/? [1:10:36<00:00,  2.69it/s]
Epoch 0: |          | 11410/? [1:10:37<00:00,  2.69it/s]
Epoch 0: |          | 11410/? [1:10:37<00:00,  2.69it/s]
Epoch 0: |          | 11411/? [1:10:37<00:00,  2.69it/s]
Epoch 0: |          | 11411/? [1:10:37<00:00,  2.69it/s]
Epoch 0: |          | 11412/? [1:10:37<00:00,  2.69it/s]
Epoch 0: |          | 11412/? [1:10:37<00:00,  2.69it/s]
Epoch 0: |          | 11413/? [1:10:38<00:00,  2.69it/s]
Epoch 0: |          | 11413/? [1:10:38<00:00,  2.69it/s]
Epoch 0: |          | 11414/? [1:10:38<00:00,  2.69it/s]
Epoch 0: |          | 11414/? [1:10:38<00:00,  2.69it/s]
Epoch 0: |          | 11415/? [1:10:38<00:00,  2.69it/s]
Epoch 0: |          | 11415/? [1:10:38<00:00,  2.69it/s]
Epoch 0: |          | 11416/? [1:10:38<00:00,  2.69it/s]
Epoch 0: |          | 11416/? [1:10:38<00:00,  2.69it/s]
Epoch 0: |          | 11417/? [1:10:39<00:00,  2.69it/s]
Epoch 0: |          | 11417/? [1:10:39<00:00,  2.69it/s]
Epoch 0: |          | 11418/? [1:10:39<00:00,  2.69it/s]
Epoch 0: |          | 11418/? [1:10:39<00:00,  2.69it/s]
Epoch 0: |          | 11419/? [1:10:39<00:00,  2.69it/s]
Epoch 0: |          | 11419/? [1:10:39<00:00,  2.69it/s]
Epoch 0: |          | 11420/? [1:10:40<00:00,  2.69it/s]
Epoch 0: |          | 11420/? [1:10:40<00:00,  2.69it/s]
Epoch 0: |          | 11421/? [1:10:40<00:00,  2.69it/s]
Epoch 0: |          | 11421/? [1:10:40<00:00,  2.69it/s]
Epoch 0: |          | 11422/? [1:10:40<00:00,  2.69it/s]
Epoch 0: |          | 11422/? [1:10:40<00:00,  2.69it/s]
Epoch 0: |          | 11423/? [1:10:41<00:00,  2.69it/s]
Epoch 0: |          | 11423/? [1:10:41<00:00,  2.69it/s]
Epoch 0: |          | 11424/? [1:10:41<00:00,  2.69it/s]
Epoch 0: |          | 11424/? [1:10:41<00:00,  2.69it/s]
Epoch 0: |          | 11425/? [1:10:41<00:00,  2.69it/s]
Epoch 0: |          | 11425/? [1:10:41<00:00,  2.69it/s]
Epoch 0: |          | 11426/? [1:10:42<00:00,  2.69it/s]
Epoch 0: |          | 11426/? [1:10:42<00:00,  2.69it/s]
Epoch 0: |          | 11427/? [1:10:42<00:00,  2.69it/s]
Epoch 0: |          | 11427/? [1:10:42<00:00,  2.69it/s]
Epoch 0: |          | 11428/? [1:10:42<00:00,  2.69it/s]
Epoch 0: |          | 11428/? [1:10:42<00:00,  2.69it/s]
Epoch 0: |          | 11429/? [1:10:42<00:00,  2.69it/s]
Epoch 0: |          | 11429/? [1:10:42<00:00,  2.69it/s]
Epoch 0: |          | 11430/? [1:10:43<00:00,  2.69it/s]
Epoch 0: |          | 11430/? [1:10:43<00:00,  2.69it/s]
Epoch 0: |          | 11431/? [1:10:43<00:00,  2.69it/s]
Epoch 0: |          | 11431/? [1:10:43<00:00,  2.69it/s]
Epoch 0: |          | 11432/? [1:10:43<00:00,  2.69it/s]
Epoch 0: |          | 11432/? [1:10:43<00:00,  2.69it/s]
Epoch 0: |          | 11433/? [1:10:44<00:00,  2.69it/s]
Epoch 0: |          | 11433/? [1:10:44<00:00,  2.69it/s]
Epoch 0: |          | 11434/? [1:10:44<00:00,  2.69it/s]
Epoch 0: |          | 11434/? [1:10:44<00:00,  2.69it/s]
Epoch 0: |          | 11435/? [1:10:44<00:00,  2.69it/s]
Epoch 0: |          | 11435/? [1:10:44<00:00,  2.69it/s]
Epoch 0: |          | 11436/? [1:10:45<00:00,  2.69it/s]
Epoch 0: |          | 11436/? [1:10:45<00:00,  2.69it/s]
Epoch 0: |          | 11437/? [1:10:45<00:00,  2.69it/s]
Epoch 0: |          | 11437/? [1:10:45<00:00,  2.69it/s]
Epoch 0: |          | 11438/? [1:10:45<00:00,  2.69it/s]
Epoch 0: |          | 11438/? [1:10:45<00:00,  2.69it/s]
Epoch 0: |          | 11439/? [1:10:46<00:00,  2.69it/s]
Epoch 0: |          | 11439/? [1:10:46<00:00,  2.69it/s]
Epoch 0: |          | 11440/? [1:10:46<00:00,  2.69it/s]
Epoch 0: |          | 11440/? [1:10:46<00:00,  2.69it/s]
Epoch 0: |          | 11441/? [1:10:46<00:00,  2.69it/s]
Epoch 0: |          | 11441/? [1:10:46<00:00,  2.69it/s]
Epoch 0: |          | 11442/? [1:10:47<00:00,  2.69it/s]
Epoch 0: |          | 11442/? [1:10:47<00:00,  2.69it/s]
Epoch 0: |          | 11443/? [1:10:47<00:00,  2.69it/s]
Epoch 0: |          | 11443/? [1:10:47<00:00,  2.69it/s]
Epoch 0: |          | 11444/? [1:10:47<00:00,  2.69it/s]
Epoch 0: |          | 11444/? [1:10:47<00:00,  2.69it/s]
Epoch 0: |          | 11445/? [1:10:48<00:00,  2.69it/s]
Epoch 0: |          | 11445/? [1:10:48<00:00,  2.69it/s]
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Epoch 0: |          | 11461/? [1:10:53<00:00,  2.69it/s]
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Epoch 0: |          | 11463/? [1:10:53<00:00,  2.69it/s]
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Epoch 0: |          | 11464/? [1:10:53<00:00,  2.69it/s]
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Epoch 0: |          | 11466/? [1:10:54<00:00,  2.70it/s]
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Epoch 0: |          | 11467/? [1:10:54<00:00,  2.70it/s]
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Epoch 0: |          | 11468/? [1:10:55<00:00,  2.70it/s]
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Epoch 0: |          | 11469/? [1:10:55<00:00,  2.70it/s]
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Epoch 0: |          | 11470/? [1:10:55<00:00,  2.70it/s]
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Epoch 0: |          | 11471/? [1:10:56<00:00,  2.70it/s]
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Epoch 0: |          | 11472/? [1:10:56<00:00,  2.70it/s]
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Epoch 0: |          | 11473/? [1:10:56<00:00,  2.70it/s]
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Epoch 0: |          | 11474/? [1:10:56<00:00,  2.70it/s]
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Epoch 0: |          | 11475/? [1:10:57<00:00,  2.70it/s]
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Epoch 0: |          | 11476/? [1:10:57<00:00,  2.70it/s]
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Epoch 0: |          | 11477/? [1:10:57<00:00,  2.70it/s]
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Epoch 0: |          | 11478/? [1:10:58<00:00,  2.70it/s]
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Epoch 0: |          | 11479/? [1:10:58<00:00,  2.70it/s]
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Epoch 0: |          | 11480/? [1:10:58<00:00,  2.70it/s]
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Epoch 0: |          | 11481/? [1:10:59<00:00,  2.70it/s]
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Epoch 0: |          | 11482/? [1:10:59<00:00,  2.70it/s]
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Epoch 0: |          | 11483/? [1:10:59<00:00,  2.70it/s]
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Epoch 0: |          | 11484/? [1:11:00<00:00,  2.70it/s]
Epoch 0: |          | 11484/? [1:11:00<00:00,  2.70it/s]
Epoch 0: |          | 11485/? [1:11:00<00:00,  2.70it/s]
Epoch 0: |          | 11485/? [1:11:00<00:00,  2.70it/s]
Epoch 0: |          | 11486/? [1:11:00<00:00,  2.70it/s]
Epoch 0: |          | 11486/? [1:11:00<00:00,  2.70it/s]
Epoch 0: |          | 11487/? [1:11:01<00:00,  2.70it/s]
Epoch 0: |          | 11487/? [1:11:01<00:00,  2.70it/s]
Epoch 0: |          | 11488/? [1:11:01<00:00,  2.70it/s]
Epoch 0: |          | 11488/? [1:11:01<00:00,  2.70it/s]
Epoch 0: |          | 11489/? [1:11:01<00:00,  2.70it/s]
Epoch 0: |          | 11489/? [1:11:01<00:00,  2.70it/s]
Epoch 0: |          | 11490/? [1:11:01<00:00,  2.70it/s]
Epoch 0: |          | 11490/? [1:11:01<00:00,  2.70it/s]
Epoch 0: |          | 11491/? [1:11:02<00:00,  2.70it/s]
Epoch 0: |          | 11491/? [1:11:02<00:00,  2.70it/s]
Epoch 0: |          | 11492/? [1:11:02<00:00,  2.70it/s]
Epoch 0: |          | 11492/? [1:11:02<00:00,  2.70it/s]
Epoch 0: |          | 11493/? [1:11:02<00:00,  2.70it/s]
Epoch 0: |          | 11493/? [1:11:02<00:00,  2.70it/s]
Epoch 0: |          | 11494/? [1:11:03<00:00,  2.70it/s]
Epoch 0: |          | 11494/? [1:11:03<00:00,  2.70it/s]
Epoch 0: |          | 11495/? [1:11:03<00:00,  2.70it/s]
Epoch 0: |          | 11495/? [1:11:03<00:00,  2.70it/s]
Epoch 0: |          | 11496/? [1:11:03<00:00,  2.70it/s]
Epoch 0: |          | 11496/? [1:11:03<00:00,  2.70it/s]
Epoch 0: |          | 11497/? [1:11:04<00:00,  2.70it/s]
Epoch 0: |          | 11497/? [1:11:04<00:00,  2.70it/s]
Epoch 0: |          | 11498/? [1:11:04<00:00,  2.70it/s]
Epoch 0: |          | 11498/? [1:11:04<00:00,  2.70it/s]
Epoch 0: |          | 11499/? [1:11:04<00:00,  2.70it/s]
Epoch 0: |          | 11499/? [1:11:04<00:00,  2.70it/s]
Epoch 0: |          | 11500/? [1:11:05<00:00,  2.70it/s]
Epoch 0: |          | 11500/? [1:11:05<00:00,  2.70it/s]
Epoch 0: |          | 11501/? [1:11:05<00:00,  2.70it/s]
Epoch 0: |          | 11501/? [1:11:05<00:00,  2.70it/s]
Epoch 0: |          | 11502/? [1:11:05<00:00,  2.70it/s]
Epoch 0: |          | 11502/? [1:11:05<00:00,  2.70it/s]
Epoch 0: |          | 11503/? [1:11:05<00:00,  2.70it/s]
Epoch 0: |          | 11503/? [1:11:05<00:00,  2.70it/s]
Epoch 0: |          | 11504/? [1:11:06<00:00,  2.70it/s]
Epoch 0: |          | 11504/? [1:11:06<00:00,  2.70it/s]
Epoch 0: |          | 11505/? [1:11:06<00:00,  2.70it/s]
Epoch 0: |          | 11505/? [1:11:06<00:00,  2.70it/s]
Epoch 0: |          | 11506/? [1:11:06<00:00,  2.70it/s]
Epoch 0: |          | 11506/? [1:11:06<00:00,  2.70it/s]
Epoch 0: |          | 11507/? [1:11:07<00:00,  2.70it/s]
Epoch 0: |          | 11507/? [1:11:07<00:00,  2.70it/s]
Epoch 0: |          | 11508/? [1:11:07<00:00,  2.70it/s]
Epoch 0: |          | 11508/? [1:11:07<00:00,  2.70it/s]
Epoch 0: |          | 11509/? [1:11:07<00:00,  2.70it/s]
Epoch 0: |          | 11509/? [1:11:07<00:00,  2.70it/s]
Epoch 0: |          | 11510/? [1:11:08<00:00,  2.70it/s]
Epoch 0: |          | 11510/? [1:11:08<00:00,  2.70it/s]
Epoch 0: |          | 11511/? [1:11:08<00:00,  2.70it/s]
Epoch 0: |          | 11511/? [1:11:08<00:00,  2.70it/s]
Epoch 0: |          | 11512/? [1:11:08<00:00,  2.70it/s]
Epoch 0: |          | 11512/? [1:11:08<00:00,  2.70it/s]
Epoch 0: |          | 11513/? [1:11:09<00:00,  2.70it/s]
Epoch 0: |          | 11513/? [1:11:09<00:00,  2.70it/s]
Epoch 0: |          | 11514/? [1:11:09<00:00,  2.70it/s]
Epoch 0: |          | 11514/? [1:11:09<00:00,  2.70it/s]
Epoch 0: |          | 11515/? [1:11:09<00:00,  2.70it/s]
Epoch 0: |          | 11515/? [1:11:09<00:00,  2.70it/s]
Epoch 0: |          | 11516/? [1:11:09<00:00,  2.70it/s]
Epoch 0: |          | 11516/? [1:11:09<00:00,  2.70it/s]
Epoch 0: |          | 11517/? [1:11:10<00:00,  2.70it/s]
Epoch 0: |          | 11517/? [1:11:10<00:00,  2.70it/s]
Epoch 0: |          | 11518/? [1:11:10<00:00,  2.70it/s]
Epoch 0: |          | 11518/? [1:11:10<00:00,  2.70it/s]
Epoch 0: |          | 11519/? [1:11:10<00:00,  2.70it/s]
Epoch 0: |          | 11519/? [1:11:10<00:00,  2.70it/s]
Epoch 0: |          | 11520/? [1:11:11<00:00,  2.70it/s]
Epoch 0: |          | 11520/? [1:11:11<00:00,  2.70it/s]
Epoch 0: |          | 11521/? [1:11:11<00:00,  2.70it/s]
Epoch 0: |          | 11521/? [1:11:11<00:00,  2.70it/s]
Epoch 0: |          | 11522/? [1:11:11<00:00,  2.70it/s]
Epoch 0: |          | 11522/? [1:11:11<00:00,  2.70it/s]
Epoch 0: |          | 11523/? [1:11:12<00:00,  2.70it/s]
Epoch 0: |          | 11523/? [1:11:12<00:00,  2.70it/s]
Epoch 0: |          | 11524/? [1:11:12<00:00,  2.70it/s]
Epoch 0: |          | 11524/? [1:11:12<00:00,  2.70it/s]
Epoch 0: |          | 11525/? [1:11:12<00:00,  2.70it/s]
Epoch 0: |          | 11525/? [1:11:12<00:00,  2.70it/s]
Epoch 0: |          | 11526/? [1:11:13<00:00,  2.70it/s]
Epoch 0: |          | 11526/? [1:11:13<00:00,  2.70it/s]
Epoch 0: |          | 11527/? [1:11:13<00:00,  2.70it/s]
Epoch 0: |          | 11527/? [1:11:13<00:00,  2.70it/s]
Epoch 0: |          | 11528/? [1:11:13<00:00,  2.70it/s]
Epoch 0: |          | 11528/? [1:11:13<00:00,  2.70it/s]
Epoch 0: |          | 11529/? [1:11:13<00:00,  2.70it/s]
Epoch 0: |          | 11529/? [1:11:13<00:00,  2.70it/s]
Epoch 0: |          | 11530/? [1:11:14<00:00,  2.70it/s]
Epoch 0: |          | 11530/? [1:11:14<00:00,  2.70it/s]
Epoch 0: |          | 11531/? [1:11:14<00:00,  2.70it/s]
Epoch 0: |          | 11531/? [1:11:14<00:00,  2.70it/s]
Epoch 0: |          | 11532/? [1:11:14<00:00,  2.70it/s]
Epoch 0: |          | 11532/? [1:11:14<00:00,  2.70it/s]
Epoch 0: |          | 11533/? [1:11:15<00:00,  2.70it/s]
Epoch 0: |          | 11533/? [1:11:15<00:00,  2.70it/s]
Epoch 0: |          | 11534/? [1:11:15<00:00,  2.70it/s]
Epoch 0: |          | 11534/? [1:11:15<00:00,  2.70it/s]
Epoch 0: |          | 11535/? [1:11:15<00:00,  2.70it/s]
Epoch 0: |          | 11535/? [1:11:15<00:00,  2.70it/s]
Epoch 0: |          | 11536/? [1:11:16<00:00,  2.70it/s]
Epoch 0: |          | 11536/? [1:11:16<00:00,  2.70it/s]
Epoch 0: |          | 11537/? [1:11:16<00:00,  2.70it/s]
Epoch 0: |          | 11537/? [1:11:16<00:00,  2.70it/s]
Epoch 0: |          | 11538/? [1:11:16<00:00,  2.70it/s]
Epoch 0: |          | 11538/? [1:11:16<00:00,  2.70it/s]
Epoch 0: |          | 11539/? [1:11:17<00:00,  2.70it/s]
Epoch 0: |          | 11539/? [1:11:17<00:00,  2.70it/s]
Epoch 0: |          | 11540/? [1:11:17<00:00,  2.70it/s]
Epoch 0: |          | 11540/? [1:11:17<00:00,  2.70it/s]
Epoch 0: |          | 11541/? [1:11:17<00:00,  2.70it/s]
Epoch 0: |          | 11541/? [1:11:17<00:00,  2.70it/s]
Epoch 0: |          | 11542/? [1:11:17<00:00,  2.70it/s]
Epoch 0: |          | 11542/? [1:11:17<00:00,  2.70it/s]
Epoch 0: |          | 11543/? [1:11:18<00:00,  2.70it/s]
Epoch 0: |          | 11543/? [1:11:18<00:00,  2.70it/s]
Epoch 0: |          | 11544/? [1:11:18<00:00,  2.70it/s]
Epoch 0: |          | 11544/? [1:11:18<00:00,  2.70it/s]
Epoch 0: |          | 11545/? [1:11:18<00:00,  2.70it/s]
Epoch 0: |          | 11545/? [1:11:18<00:00,  2.70it/s]
Epoch 0: |          | 11546/? [1:11:19<00:00,  2.70it/s]
Epoch 0: |          | 11546/? [1:11:19<00:00,  2.70it/s]
Epoch 0: |          | 11547/? [1:11:19<00:00,  2.70it/s]
Epoch 0: |          | 11547/? [1:11:19<00:00,  2.70it/s]
Epoch 0: |          | 11548/? [1:11:19<00:00,  2.70it/s]
Epoch 0: |          | 11548/? [1:11:19<00:00,  2.70it/s]
Epoch 0: |          | 11549/? [1:11:20<00:00,  2.70it/s]
Epoch 0: |          | 11549/? [1:11:20<00:00,  2.70it/s]
Epoch 0: |          | 11550/? [1:11:20<00:00,  2.70it/s]
Epoch 0: |          | 11550/? [1:11:20<00:00,  2.70it/s]
Epoch 0: |          | 11551/? [1:11:20<00:00,  2.70it/s]
Epoch 0: |          | 11551/? [1:11:20<00:00,  2.70it/s]
Epoch 0: |          | 11552/? [1:11:21<00:00,  2.70it/s]
Epoch 0: |          | 11552/? [1:11:21<00:00,  2.70it/s]
Epoch 0: |          | 11553/? [1:11:21<00:00,  2.70it/s]
Epoch 0: |          | 11553/? [1:11:21<00:00,  2.70it/s]
Epoch 0: |          | 11554/? [1:11:21<00:00,  2.70it/s]
Epoch 0: |          | 11554/? [1:11:21<00:00,  2.70it/s]
Epoch 0: |          | 11555/? [1:11:21<00:00,  2.70it/s]
Epoch 0: |          | 11555/? [1:11:21<00:00,  2.70it/s]
Epoch 0: |          | 11556/? [1:11:22<00:00,  2.70it/s]
Epoch 0: |          | 11556/? [1:11:22<00:00,  2.70it/s]
Epoch 0: |          | 11557/? [1:11:22<00:00,  2.70it/s]
Epoch 0: |          | 11557/? [1:11:22<00:00,  2.70it/s]
Epoch 0: |          | 11558/? [1:11:22<00:00,  2.70it/s]
Epoch 0: |          | 11558/? [1:11:22<00:00,  2.70it/s]
Epoch 0: |          | 11559/? [1:11:23<00:00,  2.70it/s]
Epoch 0: |          | 11559/? [1:11:23<00:00,  2.70it/s]
Epoch 0: |          | 11560/? [1:11:23<00:00,  2.70it/s]
Epoch 0: |          | 11560/? [1:11:23<00:00,  2.70it/s]
Epoch 0: |          | 11561/? [1:11:23<00:00,  2.70it/s]
Epoch 0: |          | 11561/? [1:11:23<00:00,  2.70it/s]
Epoch 0: |          | 11562/? [1:11:24<00:00,  2.70it/s]
Epoch 0: |          | 11562/? [1:11:24<00:00,  2.70it/s]
Epoch 0: |          | 11563/? [1:11:24<00:00,  2.70it/s]
Epoch 0: |          | 11563/? [1:11:24<00:00,  2.70it/s]
Epoch 0: |          | 11564/? [1:11:24<00:00,  2.70it/s]
Epoch 0: |          | 11564/? [1:11:24<00:00,  2.70it/s]
Epoch 0: |          | 11565/? [1:11:25<00:00,  2.70it/s]
Epoch 0: |          | 11565/? [1:11:25<00:00,  2.70it/s]
Epoch 0: |          | 11566/? [1:11:25<00:00,  2.70it/s]
Epoch 0: |          | 11566/? [1:11:25<00:00,  2.70it/s]
Epoch 0: |          | 11567/? [1:11:25<00:00,  2.70it/s]
Epoch 0: |          | 11567/? [1:11:25<00:00,  2.70it/s]
Epoch 0: |          | 11568/? [1:11:25<00:00,  2.70it/s]
Epoch 0: |          | 11568/? [1:11:25<00:00,  2.70it/s]
Epoch 0: |          | 11569/? [1:11:26<00:00,  2.70it/s]
Epoch 0: |          | 11569/? [1:11:26<00:00,  2.70it/s]
Epoch 0: |          | 11570/? [1:11:26<00:00,  2.70it/s]
Epoch 0: |          | 11570/? [1:11:26<00:00,  2.70it/s]
Epoch 0: |          | 11571/? [1:11:26<00:00,  2.70it/s]
Epoch 0: |          | 11571/? [1:11:26<00:00,  2.70it/s]
Epoch 0: |          | 11572/? [1:11:27<00:00,  2.70it/s]
Epoch 0: |          | 11572/? [1:11:27<00:00,  2.70it/s]
Epoch 0: |          | 11573/? [1:11:27<00:00,  2.70it/s]
Epoch 0: |          | 11573/? [1:11:27<00:00,  2.70it/s]
Epoch 0: |          | 11574/? [1:11:27<00:00,  2.70it/s]
Epoch 0: |          | 11574/? [1:11:27<00:00,  2.70it/s]
Epoch 0: |          | 11575/? [1:11:28<00:00,  2.70it/s]
Epoch 0: |          | 11575/? [1:11:28<00:00,  2.70it/s]
Epoch 0: |          | 11576/? [1:11:28<00:00,  2.70it/s]
Epoch 0: |          | 11576/? [1:11:28<00:00,  2.70it/s]
Epoch 0: |          | 11577/? [1:11:28<00:00,  2.70it/s]
Epoch 0: |          | 11577/? [1:11:28<00:00,  2.70it/s]
Epoch 0: |          | 11578/? [1:11:29<00:00,  2.70it/s]
Epoch 0: |          | 11578/? [1:11:29<00:00,  2.70it/s]
Epoch 0: |          | 11579/? [1:11:29<00:00,  2.70it/s]
Epoch 0: |          | 11579/? [1:11:29<00:00,  2.70it/s]
Epoch 0: |          | 11580/? [1:11:29<00:00,  2.70it/s]
Epoch 0: |          | 11580/? [1:11:29<00:00,  2.70it/s]
Epoch 0: |          | 11581/? [1:11:30<00:00,  2.70it/s]
Epoch 0: |          | 11581/? [1:11:30<00:00,  2.70it/s]
Epoch 0: |          | 11582/? [1:11:30<00:00,  2.70it/s]
Epoch 0: |          | 11582/? [1:11:30<00:00,  2.70it/s]
Epoch 0: |          | 11583/? [1:11:30<00:00,  2.70it/s]
Epoch 0: |          | 11583/? [1:11:30<00:00,  2.70it/s]
Epoch 0: |          | 11584/? [1:11:30<00:00,  2.70it/s]
Epoch 0: |          | 11584/? [1:11:30<00:00,  2.70it/s]
Epoch 0: |          | 11585/? [1:11:31<00:00,  2.70it/s]
Epoch 0: |          | 11585/? [1:11:31<00:00,  2.70it/s]
Epoch 0: |          | 11586/? [1:11:31<00:00,  2.70it/s]
Epoch 0: |          | 11586/? [1:11:31<00:00,  2.70it/s]
Epoch 0: |          | 11587/? [1:11:31<00:00,  2.70it/s]
Epoch 0: |          | 11587/? [1:11:31<00:00,  2.70it/s]
Epoch 0: |          | 11588/? [1:11:32<00:00,  2.70it/s]
Epoch 0: |          | 11588/? [1:11:32<00:00,  2.70it/s]
Epoch 0: |          | 11589/? [1:11:32<00:00,  2.70it/s]
Epoch 0: |          | 11589/? [1:11:32<00:00,  2.70it/s]
Epoch 0: |          | 11590/? [1:11:32<00:00,  2.70it/s]
Epoch 0: |          | 11590/? [1:11:32<00:00,  2.70it/s]
Epoch 0: |          | 11591/? [1:11:33<00:00,  2.70it/s]
Epoch 0: |          | 11591/? [1:11:33<00:00,  2.70it/s]
Epoch 0: |          | 11592/? [1:11:33<00:00,  2.70it/s]
Epoch 0: |          | 11592/? [1:11:33<00:00,  2.70it/s]
Epoch 0: |          | 11593/? [1:11:33<00:00,  2.70it/s]
Epoch 0: |          | 11593/? [1:11:33<00:00,  2.70it/s]
Epoch 0: |          | 11594/? [1:11:34<00:00,  2.70it/s]
Epoch 0: |          | 11594/? [1:11:34<00:00,  2.70it/s]
Epoch 0: |          | 11595/? [1:11:34<00:00,  2.70it/s]
Epoch 0: |          | 11595/? [1:11:34<00:00,  2.70it/s]
Epoch 0: |          | 11596/? [1:11:34<00:00,  2.70it/s]
Epoch 0: |          | 11596/? [1:11:34<00:00,  2.70it/s]
Epoch 0: |          | 11597/? [1:11:34<00:00,  2.70it/s]
Epoch 0: |          | 11597/? [1:11:34<00:00,  2.70it/s]
Epoch 0: |          | 11598/? [1:11:35<00:00,  2.70it/s]
Epoch 0: |          | 11598/? [1:11:35<00:00,  2.70it/s]
Epoch 0: |          | 11599/? [1:11:35<00:00,  2.70it/s]
Epoch 0: |          | 11599/? [1:11:35<00:00,  2.70it/s]
Epoch 0: |          | 11600/? [1:11:35<00:00,  2.70it/s]
Epoch 0: |          | 11600/? [1:11:35<00:00,  2.70it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.48it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 15.76it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.80it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.98it/s]

Epoch 0: |          | 11600/? [1:11:36<00:00,  2.70it/s]
Epoch 0: |          | 11601/? [1:11:36<00:00,  2.70it/s]
Epoch 0: |          | 11601/? [1:11:36<00:00,  2.70it/s]
Epoch 0: |          | 11602/? [1:11:36<00:00,  2.70it/s]
Epoch 0: |          | 11602/? [1:11:36<00:00,  2.70it/s]
Epoch 0: |          | 11603/? [1:11:37<00:00,  2.70it/s]
Epoch 0: |          | 11603/? [1:11:37<00:00,  2.70it/s]
Epoch 0: |          | 11604/? [1:11:37<00:00,  2.70it/s]
Epoch 0: |          | 11604/? [1:11:37<00:00,  2.70it/s]
Epoch 0: |          | 11605/? [1:11:37<00:00,  2.70it/s]
Epoch 0: |          | 11605/? [1:11:37<00:00,  2.70it/s]
Epoch 0: |          | 11606/? [1:11:37<00:00,  2.70it/s]
Epoch 0: |          | 11606/? [1:11:37<00:00,  2.70it/s]
Epoch 0: |          | 11607/? [1:11:38<00:00,  2.70it/s]
Epoch 0: |          | 11607/? [1:11:38<00:00,  2.70it/s]
Epoch 0: |          | 11608/? [1:11:38<00:00,  2.70it/s]
Epoch 0: |          | 11608/? [1:11:38<00:00,  2.70it/s]
Epoch 0: |          | 11609/? [1:11:38<00:00,  2.70it/s]
Epoch 0: |          | 11609/? [1:11:38<00:00,  2.70it/s]
Epoch 0: |          | 11610/? [1:11:39<00:00,  2.70it/s]
Epoch 0: |          | 11610/? [1:11:39<00:00,  2.70it/s]
Epoch 0: |          | 11611/? [1:11:39<00:00,  2.70it/s]
Epoch 0: |          | 11611/? [1:11:39<00:00,  2.70it/s]
Epoch 0: |          | 11612/? [1:11:39<00:00,  2.70it/s]
Epoch 0: |          | 11612/? [1:11:39<00:00,  2.70it/s]
Epoch 0: |          | 11613/? [1:11:40<00:00,  2.70it/s]
Epoch 0: |          | 11613/? [1:11:40<00:00,  2.70it/s]
Epoch 0: |          | 11614/? [1:11:40<00:00,  2.70it/s]
Epoch 0: |          | 11614/? [1:11:40<00:00,  2.70it/s]
Epoch 0: |          | 11615/? [1:11:40<00:00,  2.70it/s]
Epoch 0: |          | 11615/? [1:11:40<00:00,  2.70it/s]
Epoch 0: |          | 11616/? [1:11:41<00:00,  2.70it/s]
Epoch 0: |          | 11616/? [1:11:41<00:00,  2.70it/s]
Epoch 0: |          | 11617/? [1:11:41<00:00,  2.70it/s]
Epoch 0: |          | 11617/? [1:11:41<00:00,  2.70it/s]
Epoch 0: |          | 11618/? [1:11:41<00:00,  2.70it/s]
Epoch 0: |          | 11618/? [1:11:41<00:00,  2.70it/s]
Epoch 0: |          | 11619/? [1:11:41<00:00,  2.70it/s]
Epoch 0: |          | 11619/? [1:11:41<00:00,  2.70it/s]
Epoch 0: |          | 11620/? [1:11:42<00:00,  2.70it/s]
Epoch 0: |          | 11620/? [1:11:42<00:00,  2.70it/s]
Epoch 0: |          | 11621/? [1:11:42<00:00,  2.70it/s]
Epoch 0: |          | 11621/? [1:11:42<00:00,  2.70it/s]
Epoch 0: |          | 11622/? [1:11:42<00:00,  2.70it/s]
Epoch 0: |          | 11622/? [1:11:42<00:00,  2.70it/s]
Epoch 0: |          | 11623/? [1:11:43<00:00,  2.70it/s]
Epoch 0: |          | 11623/? [1:11:43<00:00,  2.70it/s]
Epoch 0: |          | 11624/? [1:11:43<00:00,  2.70it/s]
Epoch 0: |          | 11624/? [1:11:43<00:00,  2.70it/s]
Epoch 0: |          | 11625/? [1:11:43<00:00,  2.70it/s]
Epoch 0: |          | 11625/? [1:11:43<00:00,  2.70it/s]
Epoch 0: |          | 11626/? [1:11:44<00:00,  2.70it/s]
Epoch 0: |          | 11626/? [1:11:44<00:00,  2.70it/s]
Epoch 0: |          | 11627/? [1:11:44<00:00,  2.70it/s]
Epoch 0: |          | 11627/? [1:11:44<00:00,  2.70it/s]
Epoch 0: |          | 11628/? [1:11:44<00:00,  2.70it/s]
Epoch 0: |          | 11628/? [1:11:44<00:00,  2.70it/s]
Epoch 0: |          | 11629/? [1:11:45<00:00,  2.70it/s]
Epoch 0: |          | 11629/? [1:11:45<00:00,  2.70it/s]
Epoch 0: |          | 11630/? [1:11:45<00:00,  2.70it/s]
Epoch 0: |          | 11630/? [1:11:45<00:00,  2.70it/s]
Epoch 0: |          | 11631/? [1:11:45<00:00,  2.70it/s]
Epoch 0: |          | 11631/? [1:11:45<00:00,  2.70it/s]
Epoch 0: |          | 11632/? [1:11:45<00:00,  2.70it/s]
Epoch 0: |          | 11632/? [1:11:45<00:00,  2.70it/s]
Epoch 0: |          | 11633/? [1:11:46<00:00,  2.70it/s]
Epoch 0: |          | 11633/? [1:11:46<00:00,  2.70it/s]
Epoch 0: |          | 11634/? [1:11:46<00:00,  2.70it/s]
Epoch 0: |          | 11634/? [1:11:46<00:00,  2.70it/s]
Epoch 0: |          | 11635/? [1:11:46<00:00,  2.70it/s]
Epoch 0: |          | 11635/? [1:11:46<00:00,  2.70it/s]
Epoch 0: |          | 11636/? [1:11:47<00:00,  2.70it/s]
Epoch 0: |          | 11636/? [1:11:47<00:00,  2.70it/s]
Epoch 0: |          | 11637/? [1:11:47<00:00,  2.70it/s]
Epoch 0: |          | 11637/? [1:11:47<00:00,  2.70it/s]
Epoch 0: |          | 11638/? [1:11:47<00:00,  2.70it/s]
Epoch 0: |          | 11638/? [1:11:47<00:00,  2.70it/s]
Epoch 0: |          | 11639/? [1:11:48<00:00,  2.70it/s]
Epoch 0: |          | 11639/? [1:11:48<00:00,  2.70it/s]
Epoch 0: |          | 11640/? [1:11:48<00:00,  2.70it/s]
Epoch 0: |          | 11640/? [1:11:48<00:00,  2.70it/s]
Epoch 0: |          | 11641/? [1:11:48<00:00,  2.70it/s]
Epoch 0: |          | 11641/? [1:11:48<00:00,  2.70it/s]
Epoch 0: |          | 11642/? [1:11:49<00:00,  2.70it/s]
Epoch 0: |          | 11642/? [1:11:49<00:00,  2.70it/s]
Epoch 0: |          | 11643/? [1:11:49<00:00,  2.70it/s]
Epoch 0: |          | 11643/? [1:11:49<00:00,  2.70it/s]
Epoch 0: |          | 11644/? [1:11:49<00:00,  2.70it/s]
Epoch 0: |          | 11644/? [1:11:49<00:00,  2.70it/s]
Epoch 0: |          | 11645/? [1:11:49<00:00,  2.70it/s]
Epoch 0: |          | 11645/? [1:11:49<00:00,  2.70it/s]
Epoch 0: |          | 11646/? [1:11:50<00:00,  2.70it/s]
Epoch 0: |          | 11646/? [1:11:50<00:00,  2.70it/s]
Epoch 0: |          | 11647/? [1:11:50<00:00,  2.70it/s]
Epoch 0: |          | 11647/? [1:11:50<00:00,  2.70it/s]
Epoch 0: |          | 11648/? [1:11:50<00:00,  2.70it/s]
Epoch 0: |          | 11648/? [1:11:50<00:00,  2.70it/s]
Epoch 0: |          | 11649/? [1:11:51<00:00,  2.70it/s]
Epoch 0: |          | 11649/? [1:11:51<00:00,  2.70it/s]
Epoch 0: |          | 11650/? [1:11:51<00:00,  2.70it/s]
Epoch 0: |          | 11650/? [1:11:51<00:00,  2.70it/s]
Epoch 0: |          | 11651/? [1:11:51<00:00,  2.70it/s]
Epoch 0: |          | 11651/? [1:11:51<00:00,  2.70it/s]
Epoch 0: |          | 11652/? [1:11:52<00:00,  2.70it/s]
Epoch 0: |          | 11652/? [1:11:52<00:00,  2.70it/s]
Epoch 0: |          | 11653/? [1:11:52<00:00,  2.70it/s]
Epoch 0: |          | 11653/? [1:11:52<00:00,  2.70it/s]
Epoch 0: |          | 11654/? [1:11:52<00:00,  2.70it/s]
Epoch 0: |          | 11654/? [1:11:52<00:00,  2.70it/s]
Epoch 0: |          | 11655/? [1:11:52<00:00,  2.70it/s]
Epoch 0: |          | 11655/? [1:11:52<00:00,  2.70it/s]
Epoch 0: |          | 11656/? [1:11:53<00:00,  2.70it/s]
Epoch 0: |          | 11656/? [1:11:53<00:00,  2.70it/s]
Epoch 0: |          | 11657/? [1:11:53<00:00,  2.70it/s]
Epoch 0: |          | 11657/? [1:11:53<00:00,  2.70it/s]
Epoch 0: |          | 11658/? [1:11:53<00:00,  2.70it/s]
Epoch 0: |          | 11658/? [1:11:53<00:00,  2.70it/s]
Epoch 0: |          | 11659/? [1:11:54<00:00,  2.70it/s]
Epoch 0: |          | 11659/? [1:11:54<00:00,  2.70it/s]
Epoch 0: |          | 11660/? [1:11:54<00:00,  2.70it/s]
Epoch 0: |          | 11660/? [1:11:54<00:00,  2.70it/s]
Epoch 0: |          | 11661/? [1:11:54<00:00,  2.70it/s]
Epoch 0: |          | 11661/? [1:11:54<00:00,  2.70it/s]
Epoch 0: |          | 11662/? [1:11:55<00:00,  2.70it/s]
Epoch 0: |          | 11662/? [1:11:55<00:00,  2.70it/s]
Epoch 0: |          | 11663/? [1:11:55<00:00,  2.70it/s]
Epoch 0: |          | 11663/? [1:11:55<00:00,  2.70it/s]
Epoch 0: |          | 11664/? [1:11:55<00:00,  2.70it/s]
Epoch 0: |          | 11664/? [1:11:55<00:00,  2.70it/s]
Epoch 0: |          | 11665/? [1:11:56<00:00,  2.70it/s]
Epoch 0: |          | 11665/? [1:11:56<00:00,  2.70it/s]
Epoch 0: |          | 11666/? [1:11:56<00:00,  2.70it/s]
Epoch 0: |          | 11666/? [1:11:56<00:00,  2.70it/s]
Epoch 0: |          | 11667/? [1:11:56<00:00,  2.70it/s]
Epoch 0: |          | 11667/? [1:11:56<00:00,  2.70it/s]
Epoch 0: |          | 11668/? [1:11:56<00:00,  2.70it/s]
Epoch 0: |          | 11668/? [1:11:56<00:00,  2.70it/s]
Epoch 0: |          | 11669/? [1:11:57<00:00,  2.70it/s]
Epoch 0: |          | 11669/? [1:11:57<00:00,  2.70it/s]
Epoch 0: |          | 11670/? [1:11:57<00:00,  2.70it/s]
Epoch 0: |          | 11670/? [1:11:57<00:00,  2.70it/s]
Epoch 0: |          | 11671/? [1:11:57<00:00,  2.70it/s]
Epoch 0: |          | 11671/? [1:11:57<00:00,  2.70it/s]
Epoch 0: |          | 11672/? [1:11:58<00:00,  2.70it/s]
Epoch 0: |          | 11672/? [1:11:58<00:00,  2.70it/s]
Epoch 0: |          | 11673/? [1:11:58<00:00,  2.70it/s]
Epoch 0: |          | 11673/? [1:11:58<00:00,  2.70it/s]
Epoch 0: |          | 11674/? [1:11:58<00:00,  2.70it/s]
Epoch 0: |          | 11674/? [1:11:58<00:00,  2.70it/s]
Epoch 0: |          | 11675/? [1:11:59<00:00,  2.70it/s]
Epoch 0: |          | 11675/? [1:11:59<00:00,  2.70it/s]
Epoch 0: |          | 11676/? [1:11:59<00:00,  2.70it/s]
Epoch 0: |          | 11676/? [1:11:59<00:00,  2.70it/s]
Epoch 0: |          | 11677/? [1:11:59<00:00,  2.70it/s]
Epoch 0: |          | 11677/? [1:11:59<00:00,  2.70it/s]
Epoch 0: |          | 11678/? [1:12:00<00:00,  2.70it/s]
Epoch 0: |          | 11678/? [1:12:00<00:00,  2.70it/s]
Epoch 0: |          | 11679/? [1:12:00<00:00,  2.70it/s]
Epoch 0: |          | 11679/? [1:12:00<00:00,  2.70it/s]
Epoch 0: |          | 11680/? [1:12:00<00:00,  2.70it/s]
Epoch 0: |          | 11680/? [1:12:00<00:00,  2.70it/s]
Epoch 0: |          | 11681/? [1:12:00<00:00,  2.70it/s]
Epoch 0: |          | 11681/? [1:12:00<00:00,  2.70it/s]
Epoch 0: |          | 11682/? [1:12:01<00:00,  2.70it/s]
Epoch 0: |          | 11682/? [1:12:01<00:00,  2.70it/s]
Epoch 0: |          | 11683/? [1:12:01<00:00,  2.70it/s]
Epoch 0: |          | 11683/? [1:12:01<00:00,  2.70it/s]
Epoch 0: |          | 11684/? [1:12:01<00:00,  2.70it/s]
Epoch 0: |          | 11684/? [1:12:01<00:00,  2.70it/s]
Epoch 0: |          | 11685/? [1:12:02<00:00,  2.70it/s]
Epoch 0: |          | 11685/? [1:12:02<00:00,  2.70it/s]
Epoch 0: |          | 11686/? [1:12:02<00:00,  2.70it/s]
Epoch 0: |          | 11686/? [1:12:02<00:00,  2.70it/s]
Epoch 0: |          | 11687/? [1:12:02<00:00,  2.70it/s]
Epoch 0: |          | 11687/? [1:12:02<00:00,  2.70it/s]
Epoch 0: |          | 11688/? [1:12:03<00:00,  2.70it/s]
Epoch 0: |          | 11688/? [1:12:03<00:00,  2.70it/s]
Epoch 0: |          | 11689/? [1:12:03<00:00,  2.70it/s]
Epoch 0: |          | 11689/? [1:12:03<00:00,  2.70it/s]
Epoch 0: |          | 11690/? [1:12:03<00:00,  2.70it/s]
Epoch 0: |          | 11690/? [1:12:03<00:00,  2.70it/s]
Epoch 0: |          | 11691/? [1:12:03<00:00,  2.70it/s]
Epoch 0: |          | 11691/? [1:12:03<00:00,  2.70it/s]
Epoch 0: |          | 11692/? [1:12:04<00:00,  2.70it/s]
Epoch 0: |          | 11692/? [1:12:04<00:00,  2.70it/s]
Epoch 0: |          | 11693/? [1:12:04<00:00,  2.70it/s]
Epoch 0: |          | 11693/? [1:12:04<00:00,  2.70it/s]
Epoch 0: |          | 11694/? [1:12:04<00:00,  2.70it/s]
Epoch 0: |          | 11694/? [1:12:04<00:00,  2.70it/s]
Epoch 0: |          | 11695/? [1:12:05<00:00,  2.70it/s]
Epoch 0: |          | 11695/? [1:12:05<00:00,  2.70it/s]
Epoch 0: |          | 11696/? [1:12:05<00:00,  2.70it/s]
Epoch 0: |          | 11696/? [1:12:05<00:00,  2.70it/s]
Epoch 0: |          | 11697/? [1:12:05<00:00,  2.70it/s]
Epoch 0: |          | 11697/? [1:12:05<00:00,  2.70it/s]
Epoch 0: |          | 11698/? [1:12:06<00:00,  2.70it/s]
Epoch 0: |          | 11698/? [1:12:06<00:00,  2.70it/s]
Epoch 0: |          | 11699/? [1:12:06<00:00,  2.70it/s]
Epoch 0: |          | 11699/? [1:12:06<00:00,  2.70it/s]
Epoch 0: |          | 11700/? [1:12:06<00:00,  2.70it/s]
Epoch 0: |          | 11700/? [1:12:06<00:00,  2.70it/s]
Epoch 0: |          | 11701/? [1:12:06<00:00,  2.70it/s]
Epoch 0: |          | 11701/? [1:12:06<00:00,  2.70it/s]
Epoch 0: |          | 11702/? [1:12:07<00:00,  2.70it/s]
Epoch 0: |          | 11702/? [1:12:07<00:00,  2.70it/s]
Epoch 0: |          | 11703/? [1:12:07<00:00,  2.70it/s]
Epoch 0: |          | 11703/? [1:12:07<00:00,  2.70it/s]
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Epoch 0: |          | 11712/? [1:12:10<00:00,  2.70it/s]
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Epoch 0: |          | 11713/? [1:12:10<00:00,  2.70it/s]
Epoch 0: |          | 11713/? [1:12:10<00:00,  2.70it/s]
Epoch 0: |          | 11714/? [1:12:10<00:00,  2.70it/s]
Epoch 0: |          | 11714/? [1:12:10<00:00,  2.70it/s]
Epoch 0: |          | 11715/? [1:12:11<00:00,  2.70it/s]
Epoch 0: |          | 11715/? [1:12:11<00:00,  2.70it/s]
Epoch 0: |          | 11716/? [1:12:11<00:00,  2.70it/s]
Epoch 0: |          | 11716/? [1:12:11<00:00,  2.70it/s]
Epoch 0: |          | 11717/? [1:12:11<00:00,  2.70it/s]
Epoch 0: |          | 11717/? [1:12:11<00:00,  2.70it/s]
Epoch 0: |          | 11718/? [1:12:12<00:00,  2.70it/s]
Epoch 0: |          | 11718/? [1:12:12<00:00,  2.70it/s]
Epoch 0: |          | 11719/? [1:12:12<00:00,  2.70it/s]
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Epoch 0: |          | 11720/? [1:12:12<00:00,  2.70it/s]
Epoch 0: |          | 11720/? [1:12:12<00:00,  2.70it/s]
Epoch 0: |          | 11721/? [1:12:13<00:00,  2.70it/s]
Epoch 0: |          | 11721/? [1:12:13<00:00,  2.70it/s]
Epoch 0: |          | 11722/? [1:12:13<00:00,  2.70it/s]
Epoch 0: |          | 11722/? [1:12:13<00:00,  2.70it/s]
Epoch 0: |          | 11723/? [1:12:13<00:00,  2.71it/s]
Epoch 0: |          | 11723/? [1:12:13<00:00,  2.71it/s]
Epoch 0: |          | 11724/? [1:12:14<00:00,  2.71it/s]
Epoch 0: |          | 11724/? [1:12:14<00:00,  2.71it/s]
Epoch 0: |          | 11725/? [1:12:14<00:00,  2.71it/s]
Epoch 0: |          | 11725/? [1:12:14<00:00,  2.71it/s]
Epoch 0: |          | 11726/? [1:12:14<00:00,  2.71it/s]
Epoch 0: |          | 11726/? [1:12:14<00:00,  2.71it/s]
Epoch 0: |          | 11727/? [1:12:14<00:00,  2.71it/s]
Epoch 0: |          | 11727/? [1:12:14<00:00,  2.71it/s]
Epoch 0: |          | 11728/? [1:12:15<00:00,  2.71it/s]
Epoch 0: |          | 11728/? [1:12:15<00:00,  2.71it/s]
Epoch 0: |          | 11729/? [1:12:15<00:00,  2.71it/s]
Epoch 0: |          | 11729/? [1:12:15<00:00,  2.71it/s]
Epoch 0: |          | 11730/? [1:12:15<00:00,  2.71it/s]
Epoch 0: |          | 11730/? [1:12:15<00:00,  2.71it/s]
Epoch 0: |          | 11731/? [1:12:16<00:00,  2.71it/s]
Epoch 0: |          | 11731/? [1:12:16<00:00,  2.71it/s]
Epoch 0: |          | 11732/? [1:12:16<00:00,  2.71it/s]
Epoch 0: |          | 11732/? [1:12:16<00:00,  2.71it/s]
Epoch 0: |          | 11733/? [1:12:16<00:00,  2.71it/s]
Epoch 0: |          | 11733/? [1:12:16<00:00,  2.71it/s]
Epoch 0: |          | 11734/? [1:12:17<00:00,  2.71it/s]
Epoch 0: |          | 11734/? [1:12:17<00:00,  2.71it/s]
Epoch 0: |          | 11735/? [1:12:17<00:00,  2.71it/s]
Epoch 0: |          | 11735/? [1:12:17<00:00,  2.71it/s]
Epoch 0: |          | 11736/? [1:12:17<00:00,  2.71it/s]
Epoch 0: |          | 11736/? [1:12:17<00:00,  2.71it/s]
Epoch 0: |          | 11737/? [1:12:18<00:00,  2.71it/s]
Epoch 0: |          | 11737/? [1:12:18<00:00,  2.71it/s]
Epoch 0: |          | 11738/? [1:12:18<00:00,  2.71it/s]
Epoch 0: |          | 11738/? [1:12:18<00:00,  2.71it/s]
Epoch 0: |          | 11739/? [1:12:18<00:00,  2.71it/s]
Epoch 0: |          | 11739/? [1:12:18<00:00,  2.71it/s]
Epoch 0: |          | 11740/? [1:12:18<00:00,  2.71it/s]
Epoch 0: |          | 11740/? [1:12:18<00:00,  2.71it/s]
Epoch 0: |          | 11741/? [1:12:19<00:00,  2.71it/s]
Epoch 0: |          | 11741/? [1:12:19<00:00,  2.71it/s]
Epoch 0: |          | 11742/? [1:12:19<00:00,  2.71it/s]
Epoch 0: |          | 11742/? [1:12:19<00:00,  2.71it/s]
Epoch 0: |          | 11743/? [1:12:19<00:00,  2.71it/s]
Epoch 0: |          | 11743/? [1:12:19<00:00,  2.71it/s]
Epoch 0: |          | 11744/? [1:12:20<00:00,  2.71it/s]
Epoch 0: |          | 11744/? [1:12:20<00:00,  2.71it/s]
Epoch 0: |          | 11745/? [1:12:20<00:00,  2.71it/s]
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Epoch 0: |          | 11746/? [1:12:20<00:00,  2.71it/s]
Epoch 0: |          | 11746/? [1:12:20<00:00,  2.71it/s]
Epoch 0: |          | 11747/? [1:12:21<00:00,  2.71it/s]
Epoch 0: |          | 11747/? [1:12:21<00:00,  2.71it/s]
Epoch 0: |          | 11748/? [1:12:21<00:00,  2.71it/s]
Epoch 0: |          | 11748/? [1:12:21<00:00,  2.71it/s]
Epoch 0: |          | 11749/? [1:12:21<00:00,  2.71it/s]
Epoch 0: |          | 11749/? [1:12:21<00:00,  2.71it/s]
Epoch 0: |          | 11750/? [1:12:22<00:00,  2.71it/s]
Epoch 0: |          | 11750/? [1:12:22<00:00,  2.71it/s]
Epoch 0: |          | 11751/? [1:12:22<00:00,  2.71it/s]
Epoch 0: |          | 11751/? [1:12:22<00:00,  2.71it/s]
Epoch 0: |          | 11752/? [1:12:22<00:00,  2.71it/s]
Epoch 0: |          | 11752/? [1:12:22<00:00,  2.71it/s]
Epoch 0: |          | 11753/? [1:12:22<00:00,  2.71it/s]
Epoch 0: |          | 11753/? [1:12:22<00:00,  2.71it/s]
Epoch 0: |          | 11754/? [1:12:23<00:00,  2.71it/s]
Epoch 0: |          | 11754/? [1:12:23<00:00,  2.71it/s]
Epoch 0: |          | 11755/? [1:12:23<00:00,  2.71it/s]
Epoch 0: |          | 11755/? [1:12:23<00:00,  2.71it/s]
Epoch 0: |          | 11756/? [1:12:23<00:00,  2.71it/s]
Epoch 0: |          | 11756/? [1:12:23<00:00,  2.71it/s]
Epoch 0: |          | 11757/? [1:12:24<00:00,  2.71it/s]
Epoch 0: |          | 11757/? [1:12:24<00:00,  2.71it/s]
Epoch 0: |          | 11758/? [1:12:24<00:00,  2.71it/s]
Epoch 0: |          | 11758/? [1:12:24<00:00,  2.71it/s]
Epoch 0: |          | 11759/? [1:12:24<00:00,  2.71it/s]
Epoch 0: |          | 11759/? [1:12:24<00:00,  2.71it/s]
Epoch 0: |          | 11760/? [1:12:25<00:00,  2.71it/s]
Epoch 0: |          | 11760/? [1:12:25<00:00,  2.71it/s]
Epoch 0: |          | 11761/? [1:12:25<00:00,  2.71it/s]
Epoch 0: |          | 11761/? [1:12:25<00:00,  2.71it/s]
Epoch 0: |          | 11762/? [1:12:25<00:00,  2.71it/s]
Epoch 0: |          | 11762/? [1:12:25<00:00,  2.71it/s]
Epoch 0: |          | 11763/? [1:12:26<00:00,  2.71it/s]
Epoch 0: |          | 11763/? [1:12:26<00:00,  2.71it/s]
Epoch 0: |          | 11764/? [1:12:26<00:00,  2.71it/s]
Epoch 0: |          | 11764/? [1:12:26<00:00,  2.71it/s]
Epoch 0: |          | 11765/? [1:12:26<00:00,  2.71it/s]
Epoch 0: |          | 11765/? [1:12:26<00:00,  2.71it/s]
Epoch 0: |          | 11766/? [1:12:26<00:00,  2.71it/s]
Epoch 0: |          | 11766/? [1:12:26<00:00,  2.71it/s]
Epoch 0: |          | 11767/? [1:12:27<00:00,  2.71it/s]
Epoch 0: |          | 11767/? [1:12:27<00:00,  2.71it/s]
Epoch 0: |          | 11768/? [1:12:27<00:00,  2.71it/s]
Epoch 0: |          | 11768/? [1:12:27<00:00,  2.71it/s]
Epoch 0: |          | 11769/? [1:12:27<00:00,  2.71it/s]
Epoch 0: |          | 11769/? [1:12:27<00:00,  2.71it/s]
Epoch 0: |          | 11770/? [1:12:28<00:00,  2.71it/s]
Epoch 0: |          | 11770/? [1:12:28<00:00,  2.71it/s]
Epoch 0: |          | 11771/? [1:12:28<00:00,  2.71it/s]
Epoch 0: |          | 11771/? [1:12:28<00:00,  2.71it/s]
Epoch 0: |          | 11772/? [1:12:28<00:00,  2.71it/s]
Epoch 0: |          | 11772/? [1:12:28<00:00,  2.71it/s]
Epoch 0: |          | 11773/? [1:12:29<00:00,  2.71it/s]
Epoch 0: |          | 11773/? [1:12:29<00:00,  2.71it/s]
Epoch 0: |          | 11774/? [1:12:29<00:00,  2.71it/s]
Epoch 0: |          | 11774/? [1:12:29<00:00,  2.71it/s]
Epoch 0: |          | 11775/? [1:12:29<00:00,  2.71it/s]
Epoch 0: |          | 11775/? [1:12:29<00:00,  2.71it/s]
Epoch 0: |          | 11776/? [1:12:29<00:00,  2.71it/s]
Epoch 0: |          | 11776/? [1:12:29<00:00,  2.71it/s]
Epoch 0: |          | 11777/? [1:12:30<00:00,  2.71it/s]
Epoch 0: |          | 11777/? [1:12:30<00:00,  2.71it/s]
Epoch 0: |          | 11778/? [1:12:30<00:00,  2.71it/s]
Epoch 0: |          | 11778/? [1:12:30<00:00,  2.71it/s]
Epoch 0: |          | 11779/? [1:12:30<00:00,  2.71it/s]
Epoch 0: |          | 11779/? [1:12:30<00:00,  2.71it/s]
Epoch 0: |          | 11780/? [1:12:31<00:00,  2.71it/s]
Epoch 0: |          | 11780/? [1:12:31<00:00,  2.71it/s]
Epoch 0: |          | 11781/? [1:12:31<00:00,  2.71it/s]
Epoch 0: |          | 11781/? [1:12:31<00:00,  2.71it/s]
Epoch 0: |          | 11782/? [1:12:31<00:00,  2.71it/s]
Epoch 0: |          | 11782/? [1:12:31<00:00,  2.71it/s]
Epoch 0: |          | 11783/? [1:12:32<00:00,  2.71it/s]
Epoch 0: |          | 11783/? [1:12:32<00:00,  2.71it/s]
Epoch 0: |          | 11784/? [1:12:32<00:00,  2.71it/s]
Epoch 0: |          | 11784/? [1:12:32<00:00,  2.71it/s]
Epoch 0: |          | 11785/? [1:12:32<00:00,  2.71it/s]
Epoch 0: |          | 11785/? [1:12:32<00:00,  2.71it/s]
Epoch 0: |          | 11786/? [1:12:33<00:00,  2.71it/s]
Epoch 0: |          | 11786/? [1:12:33<00:00,  2.71it/s]
Epoch 0: |          | 11787/? [1:12:33<00:00,  2.71it/s]
Epoch 0: |          | 11787/? [1:12:33<00:00,  2.71it/s]
Epoch 0: |          | 11788/? [1:12:33<00:00,  2.71it/s]
Epoch 0: |          | 11788/? [1:12:33<00:00,  2.71it/s]
Epoch 0: |          | 11789/? [1:12:34<00:00,  2.71it/s]
Epoch 0: |          | 11789/? [1:12:34<00:00,  2.71it/s]
Epoch 0: |          | 11790/? [1:12:34<00:00,  2.71it/s]
Epoch 0: |          | 11790/? [1:12:34<00:00,  2.71it/s]
Epoch 0: |          | 11791/? [1:12:34<00:00,  2.71it/s]
Epoch 0: |          | 11791/? [1:12:34<00:00,  2.71it/s]
Epoch 0: |          | 11792/? [1:12:34<00:00,  2.71it/s]
Epoch 0: |          | 11792/? [1:12:34<00:00,  2.71it/s]
Epoch 0: |          | 11793/? [1:12:35<00:00,  2.71it/s]
Epoch 0: |          | 11793/? [1:12:35<00:00,  2.71it/s]
Epoch 0: |          | 11794/? [1:12:35<00:00,  2.71it/s]
Epoch 0: |          | 11794/? [1:12:35<00:00,  2.71it/s]
Epoch 0: |          | 11795/? [1:12:35<00:00,  2.71it/s]
Epoch 0: |          | 11795/? [1:12:35<00:00,  2.71it/s]
Epoch 0: |          | 11796/? [1:12:36<00:00,  2.71it/s]
Epoch 0: |          | 11796/? [1:12:36<00:00,  2.71it/s]
Epoch 0: |          | 11797/? [1:12:36<00:00,  2.71it/s]
Epoch 0: |          | 11797/? [1:12:36<00:00,  2.71it/s]
Epoch 0: |          | 11798/? [1:12:36<00:00,  2.71it/s]
Epoch 0: |          | 11798/? [1:12:36<00:00,  2.71it/s]
Epoch 0: |          | 11799/? [1:12:37<00:00,  2.71it/s]
Epoch 0: |          | 11799/? [1:12:37<00:00,  2.71it/s]
Epoch 0: |          | 11800/? [1:12:37<00:00,  2.71it/s]
Epoch 0: |          | 11800/? [1:12:37<00:00,  2.71it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.38it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.87it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 15.28it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 15.01it/s]

Epoch 0: |          | 11800/? [1:12:37<00:00,  2.71it/s]
Epoch 0: |          | 11801/? [1:12:38<00:00,  2.71it/s]
Epoch 0: |          | 11801/? [1:12:38<00:00,  2.71it/s]
Epoch 0: |          | 11802/? [1:12:38<00:00,  2.71it/s]
Epoch 0: |          | 11802/? [1:12:38<00:00,  2.71it/s]
Epoch 0: |          | 11803/? [1:12:38<00:00,  2.71it/s]
Epoch 0: |          | 11803/? [1:12:38<00:00,  2.71it/s]
Epoch 0: |          | 11804/? [1:12:38<00:00,  2.71it/s]
Epoch 0: |          | 11804/? [1:12:38<00:00,  2.71it/s]
Epoch 0: |          | 11805/? [1:12:39<00:00,  2.71it/s]
Epoch 0: |          | 11805/? [1:12:39<00:00,  2.71it/s]
Epoch 0: |          | 11806/? [1:12:39<00:00,  2.71it/s]
Epoch 0: |          | 11806/? [1:12:39<00:00,  2.71it/s]
Epoch 0: |          | 11807/? [1:12:39<00:00,  2.71it/s]
Epoch 0: |          | 11807/? [1:12:39<00:00,  2.71it/s]
Epoch 0: |          | 11808/? [1:12:40<00:00,  2.71it/s]
Epoch 0: |          | 11808/? [1:12:40<00:00,  2.71it/s]
Epoch 0: |          | 11809/? [1:12:40<00:00,  2.71it/s]
Epoch 0: |          | 11809/? [1:12:40<00:00,  2.71it/s]
Epoch 0: |          | 11810/? [1:12:40<00:00,  2.71it/s]
Epoch 0: |          | 11810/? [1:12:40<00:00,  2.71it/s]
Epoch 0: |          | 11811/? [1:12:41<00:00,  2.71it/s]
Epoch 0: |          | 11811/? [1:12:41<00:00,  2.71it/s]
Epoch 0: |          | 11812/? [1:12:41<00:00,  2.71it/s]
Epoch 0: |          | 11812/? [1:12:41<00:00,  2.71it/s]
Epoch 0: |          | 11813/? [1:12:41<00:00,  2.71it/s]
Epoch 0: |          | 11813/? [1:12:41<00:00,  2.71it/s]
Epoch 0: |          | 11814/? [1:12:42<00:00,  2.71it/s]
Epoch 0: |          | 11814/? [1:12:42<00:00,  2.71it/s]
Epoch 0: |          | 11815/? [1:12:42<00:00,  2.71it/s]
Epoch 0: |          | 11815/? [1:12:42<00:00,  2.71it/s]
Epoch 0: |          | 11816/? [1:12:42<00:00,  2.71it/s]
Epoch 0: |          | 11816/? [1:12:42<00:00,  2.71it/s]
Epoch 0: |          | 11817/? [1:12:43<00:00,  2.71it/s]
Epoch 0: |          | 11817/? [1:12:43<00:00,  2.71it/s]
Epoch 0: |          | 11818/? [1:12:43<00:00,  2.71it/s]
Epoch 0: |          | 11818/? [1:12:43<00:00,  2.71it/s]
Epoch 0: |          | 11819/? [1:12:43<00:00,  2.71it/s]
Epoch 0: |          | 11819/? [1:12:43<00:00,  2.71it/s]
Epoch 0: |          | 11820/? [1:12:43<00:00,  2.71it/s]
Epoch 0: |          | 11820/? [1:12:43<00:00,  2.71it/s]
Epoch 0: |          | 11821/? [1:12:44<00:00,  2.71it/s]
Epoch 0: |          | 11821/? [1:12:44<00:00,  2.71it/s]
Epoch 0: |          | 11822/? [1:12:44<00:00,  2.71it/s]
Epoch 0: |          | 11822/? [1:12:44<00:00,  2.71it/s]
Epoch 0: |          | 11823/? [1:12:44<00:00,  2.71it/s]
Epoch 0: |          | 11823/? [1:12:44<00:00,  2.71it/s]
Epoch 0: |          | 11824/? [1:12:45<00:00,  2.71it/s]
Epoch 0: |          | 11824/? [1:12:45<00:00,  2.71it/s]
Epoch 0: |          | 11825/? [1:12:45<00:00,  2.71it/s]
Epoch 0: |          | 11825/? [1:12:45<00:00,  2.71it/s]
Epoch 0: |          | 11826/? [1:12:45<00:00,  2.71it/s]
Epoch 0: |          | 11826/? [1:12:45<00:00,  2.71it/s]
Epoch 0: |          | 11827/? [1:12:46<00:00,  2.71it/s]
Epoch 0: |          | 11827/? [1:12:46<00:00,  2.71it/s]
Epoch 0: |          | 11828/? [1:12:46<00:00,  2.71it/s]
Epoch 0: |          | 11828/? [1:12:46<00:00,  2.71it/s]
Epoch 0: |          | 11829/? [1:12:46<00:00,  2.71it/s]
Epoch 0: |          | 11829/? [1:12:46<00:00,  2.71it/s]
Epoch 0: |          | 11830/? [1:12:47<00:00,  2.71it/s]
Epoch 0: |          | 11830/? [1:12:47<00:00,  2.71it/s]
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Epoch 0: |          | 11872/? [1:13:00<00:00,  2.71it/s]
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Epoch 0: |          | 11890/? [1:13:05<00:00,  2.71it/s]
Epoch 0: |          | 11891/? [1:13:05<00:00,  2.71it/s]
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Epoch 0: |          | 11892/? [1:13:06<00:00,  2.71it/s]
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Epoch 0: |          | 11893/? [1:13:06<00:00,  2.71it/s]
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Epoch 0: |          | 11894/? [1:13:06<00:00,  2.71it/s]
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Epoch 0: |          | 11895/? [1:13:07<00:00,  2.71it/s]
Epoch 0: |          | 11895/? [1:13:07<00:00,  2.71it/s]
Epoch 0: |          | 11896/? [1:13:07<00:00,  2.71it/s]
Epoch 0: |          | 11896/? [1:13:07<00:00,  2.71it/s]
Epoch 0: |          | 11897/? [1:13:07<00:00,  2.71it/s]
Epoch 0: |          | 11897/? [1:13:07<00:00,  2.71it/s]
Epoch 0: |          | 11898/? [1:13:08<00:00,  2.71it/s]
Epoch 0: |          | 11898/? [1:13:08<00:00,  2.71it/s]
Epoch 0: |          | 11899/? [1:13:08<00:00,  2.71it/s]
Epoch 0: |          | 11899/? [1:13:08<00:00,  2.71it/s]
Epoch 0: |          | 11900/? [1:13:08<00:00,  2.71it/s]
Epoch 0: |          | 11900/? [1:13:08<00:00,  2.71it/s]
Epoch 0: |          | 11901/? [1:13:09<00:00,  2.71it/s]
Epoch 0: |          | 11901/? [1:13:09<00:00,  2.71it/s]
Epoch 0: |          | 11902/? [1:13:09<00:00,  2.71it/s]
Epoch 0: |          | 11902/? [1:13:09<00:00,  2.71it/s]
Epoch 0: |          | 11903/? [1:13:09<00:00,  2.71it/s]
Epoch 0: |          | 11903/? [1:13:09<00:00,  2.71it/s]
Epoch 0: |          | 11904/? [1:13:09<00:00,  2.71it/s]
Epoch 0: |          | 11904/? [1:13:09<00:00,  2.71it/s]
Epoch 0: |          | 11905/? [1:13:10<00:00,  2.71it/s]
Epoch 0: |          | 11905/? [1:13:10<00:00,  2.71it/s]
Epoch 0: |          | 11906/? [1:13:10<00:00,  2.71it/s]
Epoch 0: |          | 11906/? [1:13:10<00:00,  2.71it/s]
Epoch 0: |          | 11907/? [1:13:10<00:00,  2.71it/s]
Epoch 0: |          | 11907/? [1:13:10<00:00,  2.71it/s]
Epoch 0: |          | 11908/? [1:13:11<00:00,  2.71it/s]
Epoch 0: |          | 11908/? [1:13:11<00:00,  2.71it/s]
Epoch 0: |          | 11909/? [1:13:11<00:00,  2.71it/s]
Epoch 0: |          | 11909/? [1:13:11<00:00,  2.71it/s]
Epoch 0: |          | 11910/? [1:13:11<00:00,  2.71it/s]
Epoch 0: |          | 11910/? [1:13:11<00:00,  2.71it/s]
Epoch 0: |          | 11911/? [1:13:12<00:00,  2.71it/s]
Epoch 0: |          | 11911/? [1:13:12<00:00,  2.71it/s]
Epoch 0: |          | 11912/? [1:13:12<00:00,  2.71it/s]
Epoch 0: |          | 11912/? [1:13:12<00:00,  2.71it/s]
Epoch 0: |          | 11913/? [1:13:12<00:00,  2.71it/s]
Epoch 0: |          | 11913/? [1:13:12<00:00,  2.71it/s]
Epoch 0: |          | 11914/? [1:13:13<00:00,  2.71it/s]
Epoch 0: |          | 11914/? [1:13:13<00:00,  2.71it/s]
Epoch 0: |          | 11915/? [1:13:13<00:00,  2.71it/s]
Epoch 0: |          | 11915/? [1:13:13<00:00,  2.71it/s]
Epoch 0: |          | 11916/? [1:13:13<00:00,  2.71it/s]
Epoch 0: |          | 11916/? [1:13:13<00:00,  2.71it/s]
Epoch 0: |          | 11917/? [1:13:13<00:00,  2.71it/s]
Epoch 0: |          | 11917/? [1:13:13<00:00,  2.71it/s]
Epoch 0: |          | 11918/? [1:13:14<00:00,  2.71it/s]
Epoch 0: |          | 11918/? [1:13:14<00:00,  2.71it/s]
Epoch 0: |          | 11919/? [1:13:14<00:00,  2.71it/s]
Epoch 0: |          | 11919/? [1:13:14<00:00,  2.71it/s]
Epoch 0: |          | 11920/? [1:13:14<00:00,  2.71it/s]
Epoch 0: |          | 11920/? [1:13:14<00:00,  2.71it/s]
Epoch 0: |          | 11921/? [1:13:15<00:00,  2.71it/s]
Epoch 0: |          | 11921/? [1:13:15<00:00,  2.71it/s]
Epoch 0: |          | 11922/? [1:13:15<00:00,  2.71it/s]
Epoch 0: |          | 11922/? [1:13:15<00:00,  2.71it/s]
Epoch 0: |          | 11923/? [1:13:15<00:00,  2.71it/s]
Epoch 0: |          | 11923/? [1:13:15<00:00,  2.71it/s]
Epoch 0: |          | 11924/? [1:13:16<00:00,  2.71it/s]
Epoch 0: |          | 11924/? [1:13:16<00:00,  2.71it/s]
Epoch 0: |          | 11925/? [1:13:16<00:00,  2.71it/s]
Epoch 0: |          | 11925/? [1:13:16<00:00,  2.71it/s]
Epoch 0: |          | 11926/? [1:13:16<00:00,  2.71it/s]
Epoch 0: |          | 11926/? [1:13:16<00:00,  2.71it/s]
Epoch 0: |          | 11927/? [1:13:17<00:00,  2.71it/s]
Epoch 0: |          | 11927/? [1:13:17<00:00,  2.71it/s]
Epoch 0: |          | 11928/? [1:13:17<00:00,  2.71it/s]
Epoch 0: |          | 11928/? [1:13:17<00:00,  2.71it/s]
Epoch 0: |          | 11929/? [1:13:17<00:00,  2.71it/s]
Epoch 0: |          | 11929/? [1:13:17<00:00,  2.71it/s]
Epoch 0: |          | 11930/? [1:13:17<00:00,  2.71it/s]
Epoch 0: |          | 11930/? [1:13:17<00:00,  2.71it/s]
Epoch 0: |          | 11931/? [1:13:18<00:00,  2.71it/s]
Epoch 0: |          | 11931/? [1:13:18<00:00,  2.71it/s]
Epoch 0: |          | 11932/? [1:13:18<00:00,  2.71it/s]
Epoch 0: |          | 11932/? [1:13:18<00:00,  2.71it/s]
Epoch 0: |          | 11933/? [1:13:18<00:00,  2.71it/s]
Epoch 0: |          | 11933/? [1:13:18<00:00,  2.71it/s]
Epoch 0: |          | 11934/? [1:13:19<00:00,  2.71it/s]
Epoch 0: |          | 11934/? [1:13:19<00:00,  2.71it/s]
Epoch 0: |          | 11935/? [1:13:19<00:00,  2.71it/s]
Epoch 0: |          | 11935/? [1:13:19<00:00,  2.71it/s]
Epoch 0: |          | 11936/? [1:13:19<00:00,  2.71it/s]
Epoch 0: |          | 11936/? [1:13:19<00:00,  2.71it/s]
Epoch 0: |          | 11937/? [1:13:20<00:00,  2.71it/s]
Epoch 0: |          | 11937/? [1:13:20<00:00,  2.71it/s]
Epoch 0: |          | 11938/? [1:13:20<00:00,  2.71it/s]
Epoch 0: |          | 11938/? [1:13:20<00:00,  2.71it/s]
Epoch 0: |          | 11939/? [1:13:20<00:00,  2.71it/s]
Epoch 0: |          | 11939/? [1:13:20<00:00,  2.71it/s]
Epoch 0: |          | 11940/? [1:13:21<00:00,  2.71it/s]
Epoch 0: |          | 11940/? [1:13:21<00:00,  2.71it/s]
Epoch 0: |          | 11941/? [1:13:21<00:00,  2.71it/s]
Epoch 0: |          | 11941/? [1:13:21<00:00,  2.71it/s]
Epoch 0: |          | 11942/? [1:13:21<00:00,  2.71it/s]
Epoch 0: |          | 11942/? [1:13:21<00:00,  2.71it/s]
Epoch 0: |          | 11943/? [1:13:22<00:00,  2.71it/s]
Epoch 0: |          | 11943/? [1:13:22<00:00,  2.71it/s]
Epoch 0: |          | 11944/? [1:13:22<00:00,  2.71it/s]
Epoch 0: |          | 11944/? [1:13:22<00:00,  2.71it/s]
Epoch 0: |          | 11945/? [1:13:22<00:00,  2.71it/s]
Epoch 0: |          | 11945/? [1:13:22<00:00,  2.71it/s]
Epoch 0: |          | 11946/? [1:13:22<00:00,  2.71it/s]
Epoch 0: |          | 11946/? [1:13:22<00:00,  2.71it/s]
Epoch 0: |          | 11947/? [1:13:23<00:00,  2.71it/s]
Epoch 0: |          | 11947/? [1:13:23<00:00,  2.71it/s]
Epoch 0: |          | 11948/? [1:13:23<00:00,  2.71it/s]
Epoch 0: |          | 11948/? [1:13:23<00:00,  2.71it/s]
Epoch 0: |          | 11949/? [1:13:23<00:00,  2.71it/s]
Epoch 0: |          | 11949/? [1:13:23<00:00,  2.71it/s]
Epoch 0: |          | 11950/? [1:13:24<00:00,  2.71it/s]
Epoch 0: |          | 11950/? [1:13:24<00:00,  2.71it/s]
Epoch 0: |          | 11951/? [1:13:24<00:00,  2.71it/s]
Epoch 0: |          | 11951/? [1:13:24<00:00,  2.71it/s]
Epoch 0: |          | 11952/? [1:13:24<00:00,  2.71it/s]
Epoch 0: |          | 11952/? [1:13:24<00:00,  2.71it/s]
Epoch 0: |          | 11953/? [1:13:25<00:00,  2.71it/s]
Epoch 0: |          | 11953/? [1:13:25<00:00,  2.71it/s]
Epoch 0: |          | 11954/? [1:13:25<00:00,  2.71it/s]
Epoch 0: |          | 11954/? [1:13:25<00:00,  2.71it/s]
Epoch 0: |          | 11955/? [1:13:25<00:00,  2.71it/s]
Epoch 0: |          | 11955/? [1:13:25<00:00,  2.71it/s]
Epoch 0: |          | 11956/? [1:13:26<00:00,  2.71it/s]
Epoch 0: |          | 11956/? [1:13:26<00:00,  2.71it/s]
Epoch 0: |          | 11957/? [1:13:26<00:00,  2.71it/s]
Epoch 0: |          | 11957/? [1:13:26<00:00,  2.71it/s]
Epoch 0: |          | 11958/? [1:13:26<00:00,  2.71it/s]
Epoch 0: |          | 11958/? [1:13:26<00:00,  2.71it/s]
Epoch 0: |          | 11959/? [1:13:26<00:00,  2.71it/s]
Epoch 0: |          | 11959/? [1:13:26<00:00,  2.71it/s]
Epoch 0: |          | 11960/? [1:13:27<00:00,  2.71it/s]
Epoch 0: |          | 11960/? [1:13:27<00:00,  2.71it/s]
Epoch 0: |          | 11961/? [1:13:27<00:00,  2.71it/s]
Epoch 0: |          | 11961/? [1:13:27<00:00,  2.71it/s]
Epoch 0: |          | 11962/? [1:13:27<00:00,  2.71it/s]
Epoch 0: |          | 11962/? [1:13:27<00:00,  2.71it/s]
Epoch 0: |          | 11963/? [1:13:28<00:00,  2.71it/s]
Epoch 0: |          | 11963/? [1:13:28<00:00,  2.71it/s]
Epoch 0: |          | 11964/? [1:13:28<00:00,  2.71it/s]
Epoch 0: |          | 11964/? [1:13:28<00:00,  2.71it/s]
Epoch 0: |          | 11965/? [1:13:28<00:00,  2.71it/s]
Epoch 0: |          | 11965/? [1:13:28<00:00,  2.71it/s]
Epoch 0: |          | 11966/? [1:13:29<00:00,  2.71it/s]
Epoch 0: |          | 11966/? [1:13:29<00:00,  2.71it/s]
Epoch 0: |          | 11967/? [1:13:29<00:00,  2.71it/s]
Epoch 0: |          | 11967/? [1:13:29<00:00,  2.71it/s]
Epoch 0: |          | 11968/? [1:13:29<00:00,  2.71it/s]
Epoch 0: |          | 11968/? [1:13:29<00:00,  2.71it/s]
Epoch 0: |          | 11969/? [1:13:30<00:00,  2.71it/s]
Epoch 0: |          | 11969/? [1:13:30<00:00,  2.71it/s]
Epoch 0: |          | 11970/? [1:13:30<00:00,  2.71it/s]
Epoch 0: |          | 11970/? [1:13:30<00:00,  2.71it/s]
Epoch 0: |          | 11971/? [1:13:30<00:00,  2.71it/s]
Epoch 0: |          | 11971/? [1:13:30<00:00,  2.71it/s]
Epoch 0: |          | 11972/? [1:13:30<00:00,  2.71it/s]
Epoch 0: |          | 11972/? [1:13:30<00:00,  2.71it/s]
Epoch 0: |          | 11973/? [1:13:31<00:00,  2.71it/s]
Epoch 0: |          | 11973/? [1:13:31<00:00,  2.71it/s]
Epoch 0: |          | 11974/? [1:13:31<00:00,  2.71it/s]
Epoch 0: |          | 11974/? [1:13:31<00:00,  2.71it/s]
Epoch 0: |          | 11975/? [1:13:31<00:00,  2.71it/s]
Epoch 0: |          | 11975/? [1:13:31<00:00,  2.71it/s]
Epoch 0: |          | 11976/? [1:13:32<00:00,  2.71it/s]
Epoch 0: |          | 11976/? [1:13:32<00:00,  2.71it/s]
Epoch 0: |          | 11977/? [1:13:32<00:00,  2.71it/s]
Epoch 0: |          | 11977/? [1:13:32<00:00,  2.71it/s]
Epoch 0: |          | 11978/? [1:13:32<00:00,  2.71it/s]
Epoch 0: |          | 11978/? [1:13:32<00:00,  2.71it/s]
Epoch 0: |          | 11979/? [1:13:33<00:00,  2.71it/s]
Epoch 0: |          | 11979/? [1:13:33<00:00,  2.71it/s]
Epoch 0: |          | 11980/? [1:13:33<00:00,  2.71it/s]
Epoch 0: |          | 11980/? [1:13:33<00:00,  2.71it/s]
Epoch 0: |          | 11981/? [1:13:33<00:00,  2.71it/s]
Epoch 0: |          | 11981/? [1:13:33<00:00,  2.71it/s]
Epoch 0: |          | 11982/? [1:13:33<00:00,  2.71it/s]
Epoch 0: |          | 11982/? [1:13:33<00:00,  2.71it/s]
Epoch 0: |          | 11983/? [1:13:34<00:00,  2.71it/s]
Epoch 0: |          | 11983/? [1:13:34<00:00,  2.71it/s]
Epoch 0: |          | 11984/? [1:13:34<00:00,  2.71it/s]
Epoch 0: |          | 11984/? [1:13:34<00:00,  2.71it/s]
Epoch 0: |          | 11985/? [1:13:34<00:00,  2.71it/s]
Epoch 0: |          | 11985/? [1:13:34<00:00,  2.71it/s]
Epoch 0: |          | 11986/? [1:13:35<00:00,  2.71it/s]
Epoch 0: |          | 11986/? [1:13:35<00:00,  2.71it/s]
Epoch 0: |          | 11987/? [1:13:35<00:00,  2.71it/s]
Epoch 0: |          | 11987/? [1:13:35<00:00,  2.71it/s]
Epoch 0: |          | 11988/? [1:13:35<00:00,  2.71it/s]
Epoch 0: |          | 11988/? [1:13:35<00:00,  2.71it/s]
Epoch 0: |          | 11989/? [1:13:36<00:00,  2.71it/s]
Epoch 0: |          | 11989/? [1:13:36<00:00,  2.71it/s]
Epoch 0: |          | 11990/? [1:13:36<00:00,  2.71it/s]
Epoch 0: |          | 11990/? [1:13:36<00:00,  2.71it/s]
Epoch 0: |          | 11991/? [1:13:36<00:00,  2.71it/s]
Epoch 0: |          | 11991/? [1:13:36<00:00,  2.71it/s]
Epoch 0: |          | 11992/? [1:13:36<00:00,  2.71it/s]
Epoch 0: |          | 11992/? [1:13:36<00:00,  2.71it/s]
Epoch 0: |          | 11993/? [1:13:37<00:00,  2.72it/s]
Epoch 0: |          | 11993/? [1:13:37<00:00,  2.72it/s]
Epoch 0: |          | 11994/? [1:13:37<00:00,  2.72it/s]
Epoch 0: |          | 11994/? [1:13:37<00:00,  2.72it/s]
Epoch 0: |          | 11995/? [1:13:37<00:00,  2.72it/s]
Epoch 0: |          | 11995/? [1:13:37<00:00,  2.72it/s]
Epoch 0: |          | 11996/? [1:13:38<00:00,  2.72it/s]
Epoch 0: |          | 11996/? [1:13:38<00:00,  2.72it/s]
Epoch 0: |          | 11997/? [1:13:38<00:00,  2.72it/s]
Epoch 0: |          | 11997/? [1:13:38<00:00,  2.72it/s]
Epoch 0: |          | 11998/? [1:13:38<00:00,  2.72it/s]
Epoch 0: |          | 11998/? [1:13:38<00:00,  2.72it/s]
Epoch 0: |          | 11999/? [1:13:39<00:00,  2.72it/s]
Epoch 0: |          | 11999/? [1:13:39<00:00,  2.72it/s]
Epoch 0: |          | 12000/? [1:13:39<00:00,  2.72it/s]
Epoch 0: |          | 12000/? [1:13:39<00:00,  2.72it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.82it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.52it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.59it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.96it/s]

Epoch 0: |          | 12000/? [1:13:39<00:00,  2.72it/s]
Epoch 0: |          | 12001/? [1:13:40<00:00,  2.72it/s]
Epoch 0: |          | 12001/? [1:13:40<00:00,  2.72it/s]
Epoch 0: |          | 12002/? [1:13:40<00:00,  2.72it/s]
Epoch 0: |          | 12002/? [1:13:40<00:00,  2.72it/s]
Epoch 0: |          | 12003/? [1:13:40<00:00,  2.72it/s]
Epoch 0: |          | 12003/? [1:13:40<00:00,  2.72it/s]
Epoch 0: |          | 12004/? [1:13:40<00:00,  2.72it/s]
Epoch 0: |          | 12004/? [1:13:40<00:00,  2.72it/s]
Epoch 0: |          | 12005/? [1:13:41<00:00,  2.72it/s]
Epoch 0: |          | 12005/? [1:13:41<00:00,  2.72it/s]
Epoch 0: |          | 12006/? [1:13:41<00:00,  2.72it/s]
Epoch 0: |          | 12006/? [1:13:41<00:00,  2.72it/s]
Epoch 0: |          | 12007/? [1:13:41<00:00,  2.72it/s]
Epoch 0: |          | 12007/? [1:13:41<00:00,  2.72it/s]
Epoch 0: |          | 12008/? [1:13:42<00:00,  2.72it/s]
Epoch 0: |          | 12008/? [1:13:42<00:00,  2.72it/s]
Epoch 0: |          | 12009/? [1:13:42<00:00,  2.72it/s]
Epoch 0: |          | 12009/? [1:13:42<00:00,  2.72it/s]
Epoch 0: |          | 12010/? [1:13:42<00:00,  2.72it/s]
Epoch 0: |          | 12010/? [1:13:42<00:00,  2.72it/s]
Epoch 0: |          | 12011/? [1:13:43<00:00,  2.72it/s]
Epoch 0: |          | 12011/? [1:13:43<00:00,  2.72it/s]
Epoch 0: |          | 12012/? [1:13:43<00:00,  2.72it/s]
Epoch 0: |          | 12012/? [1:13:43<00:00,  2.72it/s]
Epoch 0: |          | 12013/? [1:13:43<00:00,  2.72it/s]
Epoch 0: |          | 12013/? [1:13:43<00:00,  2.72it/s]
Epoch 0: |          | 12014/? [1:13:44<00:00,  2.72it/s]
Epoch 0: |          | 12014/? [1:13:44<00:00,  2.72it/s]
Epoch 0: |          | 12015/? [1:13:44<00:00,  2.72it/s]
Epoch 0: |          | 12015/? [1:13:44<00:00,  2.72it/s]
Epoch 0: |          | 12016/? [1:13:44<00:00,  2.72it/s]
Epoch 0: |          | 12016/? [1:13:44<00:00,  2.72it/s]
Epoch 0: |          | 12017/? [1:13:44<00:00,  2.72it/s]
Epoch 0: |          | 12017/? [1:13:44<00:00,  2.72it/s]
Epoch 0: |          | 12018/? [1:13:45<00:00,  2.72it/s]
Epoch 0: |          | 12018/? [1:13:45<00:00,  2.72it/s]
Epoch 0: |          | 12019/? [1:13:45<00:00,  2.72it/s]
Epoch 0: |          | 12019/? [1:13:45<00:00,  2.72it/s]
Epoch 0: |          | 12020/? [1:13:45<00:00,  2.72it/s]
Epoch 0: |          | 12020/? [1:13:45<00:00,  2.72it/s]
Epoch 0: |          | 12021/? [1:13:46<00:00,  2.72it/s]
Epoch 0: |          | 12021/? [1:13:46<00:00,  2.72it/s]
Epoch 0: |          | 12022/? [1:13:46<00:00,  2.72it/s]
Epoch 0: |          | 12022/? [1:13:46<00:00,  2.72it/s]
Epoch 0: |          | 12023/? [1:13:46<00:00,  2.72it/s]
Epoch 0: |          | 12023/? [1:13:46<00:00,  2.72it/s]
Epoch 0: |          | 12024/? [1:13:47<00:00,  2.72it/s]
Epoch 0: |          | 12024/? [1:13:47<00:00,  2.72it/s]
Epoch 0: |          | 12025/? [1:13:47<00:00,  2.72it/s]
Epoch 0: |          | 12025/? [1:13:47<00:00,  2.72it/s]
Epoch 0: |          | 12026/? [1:13:47<00:00,  2.72it/s]
Epoch 0: |          | 12026/? [1:13:47<00:00,  2.72it/s]
Epoch 0: |          | 12027/? [1:13:47<00:00,  2.72it/s]
Epoch 0: |          | 12027/? [1:13:47<00:00,  2.72it/s]
Epoch 0: |          | 12028/? [1:13:48<00:00,  2.72it/s]
Epoch 0: |          | 12028/? [1:13:48<00:00,  2.72it/s]
Epoch 0: |          | 12029/? [1:13:48<00:00,  2.72it/s]
Epoch 0: |          | 12029/? [1:13:48<00:00,  2.72it/s]
Epoch 0: |          | 12030/? [1:13:48<00:00,  2.72it/s]
Epoch 0: |          | 12030/? [1:13:48<00:00,  2.72it/s]
Epoch 0: |          | 12031/? [1:13:49<00:00,  2.72it/s]
Epoch 0: |          | 12031/? [1:13:49<00:00,  2.72it/s]
Epoch 0: |          | 12032/? [1:13:49<00:00,  2.72it/s]
Epoch 0: |          | 12032/? [1:13:49<00:00,  2.72it/s]
Epoch 0: |          | 12033/? [1:13:49<00:00,  2.72it/s]
Epoch 0: |          | 12033/? [1:13:49<00:00,  2.72it/s]
Epoch 0: |          | 12034/? [1:13:50<00:00,  2.72it/s]
Epoch 0: |          | 12034/? [1:13:50<00:00,  2.72it/s]
Epoch 0: |          | 12035/? [1:13:50<00:00,  2.72it/s]
Epoch 0: |          | 12035/? [1:13:50<00:00,  2.72it/s]
Epoch 0: |          | 12036/? [1:13:50<00:00,  2.72it/s]
Epoch 0: |          | 12036/? [1:13:50<00:00,  2.72it/s]
Epoch 0: |          | 12037/? [1:13:51<00:00,  2.72it/s]
Epoch 0: |          | 12037/? [1:13:51<00:00,  2.72it/s]
Epoch 0: |          | 12038/? [1:13:51<00:00,  2.72it/s]
Epoch 0: |          | 12038/? [1:13:51<00:00,  2.72it/s]
Epoch 0: |          | 12039/? [1:13:51<00:00,  2.72it/s]
Epoch 0: |          | 12039/? [1:13:51<00:00,  2.72it/s]
Epoch 0: |          | 12040/? [1:13:52<00:00,  2.72it/s]
Epoch 0: |          | 12040/? [1:13:52<00:00,  2.72it/s]
Epoch 0: |          | 12041/? [1:13:52<00:00,  2.72it/s]
Epoch 0: |          | 12041/? [1:13:52<00:00,  2.72it/s]
Epoch 0: |          | 12042/? [1:13:52<00:00,  2.72it/s]
Epoch 0: |          | 12042/? [1:13:52<00:00,  2.72it/s]
Epoch 0: |          | 12043/? [1:13:52<00:00,  2.72it/s]
Epoch 0: |          | 12043/? [1:13:52<00:00,  2.72it/s]
Epoch 0: |          | 12044/? [1:13:53<00:00,  2.72it/s]
Epoch 0: |          | 12044/? [1:13:53<00:00,  2.72it/s]
Epoch 0: |          | 12045/? [1:13:53<00:00,  2.72it/s]
Epoch 0: |          | 12045/? [1:13:53<00:00,  2.72it/s]
Epoch 0: |          | 12046/? [1:13:53<00:00,  2.72it/s]
Epoch 0: |          | 12046/? [1:13:53<00:00,  2.72it/s]
Epoch 0: |          | 12047/? [1:13:54<00:00,  2.72it/s]
Epoch 0: |          | 12047/? [1:13:54<00:00,  2.72it/s]
Epoch 0: |          | 12048/? [1:13:54<00:00,  2.72it/s]
Epoch 0: |          | 12048/? [1:13:54<00:00,  2.72it/s]
Epoch 0: |          | 12049/? [1:13:54<00:00,  2.72it/s]
Epoch 0: |          | 12049/? [1:13:54<00:00,  2.72it/s]
Epoch 0: |          | 12050/? [1:13:55<00:00,  2.72it/s]
Epoch 0: |          | 12050/? [1:13:55<00:00,  2.72it/s]
Epoch 0: |          | 12051/? [1:13:55<00:00,  2.72it/s]
Epoch 0: |          | 12051/? [1:13:55<00:00,  2.72it/s]
Epoch 0: |          | 12052/? [1:13:55<00:00,  2.72it/s]
Epoch 0: |          | 12052/? [1:13:55<00:00,  2.72it/s]
Epoch 0: |          | 12053/? [1:13:56<00:00,  2.72it/s]
Epoch 0: |          | 12053/? [1:13:56<00:00,  2.72it/s]
Epoch 0: |          | 12054/? [1:13:56<00:00,  2.72it/s]
Epoch 0: |          | 12054/? [1:13:56<00:00,  2.72it/s]
Epoch 0: |          | 12055/? [1:13:56<00:00,  2.72it/s]
Epoch 0: |          | 12055/? [1:13:56<00:00,  2.72it/s]
Epoch 0: |          | 12056/? [1:13:56<00:00,  2.72it/s]
Epoch 0: |          | 12056/? [1:13:56<00:00,  2.72it/s]
Epoch 0: |          | 12057/? [1:13:57<00:00,  2.72it/s]
Epoch 0: |          | 12057/? [1:13:57<00:00,  2.72it/s]
Epoch 0: |          | 12058/? [1:13:57<00:00,  2.72it/s]
Epoch 0: |          | 12058/? [1:13:57<00:00,  2.72it/s]
Epoch 0: |          | 12059/? [1:13:57<00:00,  2.72it/s]
Epoch 0: |          | 12059/? [1:13:57<00:00,  2.72it/s]
Epoch 0: |          | 12060/? [1:13:58<00:00,  2.72it/s]
Epoch 0: |          | 12060/? [1:13:58<00:00,  2.72it/s]
Epoch 0: |          | 12061/? [1:13:58<00:00,  2.72it/s]
Epoch 0: |          | 12061/? [1:13:58<00:00,  2.72it/s]
Epoch 0: |          | 12062/? [1:13:58<00:00,  2.72it/s]
Epoch 0: |          | 12062/? [1:13:58<00:00,  2.72it/s]
Epoch 0: |          | 12063/? [1:13:59<00:00,  2.72it/s]
Epoch 0: |          | 12063/? [1:13:59<00:00,  2.72it/s]
Epoch 0: |          | 12064/? [1:13:59<00:00,  2.72it/s]
Epoch 0: |          | 12064/? [1:13:59<00:00,  2.72it/s]
Epoch 0: |          | 12065/? [1:13:59<00:00,  2.72it/s]
Epoch 0: |          | 12065/? [1:13:59<00:00,  2.72it/s]
Epoch 0: |          | 12066/? [1:14:00<00:00,  2.72it/s]
Epoch 0: |          | 12066/? [1:14:00<00:00,  2.72it/s]
Epoch 0: |          | 12067/? [1:14:00<00:00,  2.72it/s]
Epoch 0: |          | 12067/? [1:14:00<00:00,  2.72it/s]
Epoch 0: |          | 12068/? [1:14:00<00:00,  2.72it/s]
Epoch 0: |          | 12068/? [1:14:00<00:00,  2.72it/s]
Epoch 0: |          | 12069/? [1:14:01<00:00,  2.72it/s]
Epoch 0: |          | 12069/? [1:14:01<00:00,  2.72it/s]
Epoch 0: |          | 12070/? [1:14:01<00:00,  2.72it/s]
Epoch 0: |          | 12070/? [1:14:01<00:00,  2.72it/s]
Epoch 0: |          | 12071/? [1:14:01<00:00,  2.72it/s]
Epoch 0: |          | 12071/? [1:14:01<00:00,  2.72it/s]
Epoch 0: |          | 12072/? [1:14:01<00:00,  2.72it/s]
Epoch 0: |          | 12072/? [1:14:01<00:00,  2.72it/s]
Epoch 0: |          | 12073/? [1:14:02<00:00,  2.72it/s]
Epoch 0: |          | 12073/? [1:14:02<00:00,  2.72it/s]
Epoch 0: |          | 12074/? [1:14:02<00:00,  2.72it/s]
Epoch 0: |          | 12074/? [1:14:02<00:00,  2.72it/s]
Epoch 0: |          | 12075/? [1:14:02<00:00,  2.72it/s]
Epoch 0: |          | 12075/? [1:14:02<00:00,  2.72it/s]
Epoch 0: |          | 12076/? [1:14:03<00:00,  2.72it/s]
Epoch 0: |          | 12076/? [1:14:03<00:00,  2.72it/s]
Epoch 0: |          | 12077/? [1:14:03<00:00,  2.72it/s]
Epoch 0: |          | 12077/? [1:14:03<00:00,  2.72it/s]
Epoch 0: |          | 12078/? [1:14:03<00:00,  2.72it/s]
Epoch 0: |          | 12078/? [1:14:03<00:00,  2.72it/s]
Epoch 0: |          | 12079/? [1:14:04<00:00,  2.72it/s]
Epoch 0: |          | 12079/? [1:14:04<00:00,  2.72it/s]
Epoch 0: |          | 12080/? [1:14:04<00:00,  2.72it/s]
Epoch 0: |          | 12080/? [1:14:04<00:00,  2.72it/s]
Epoch 0: |          | 12081/? [1:14:04<00:00,  2.72it/s]
Epoch 0: |          | 12081/? [1:14:04<00:00,  2.72it/s]
Epoch 0: |          | 12082/? [1:14:05<00:00,  2.72it/s]
Epoch 0: |          | 12082/? [1:14:05<00:00,  2.72it/s]
Epoch 0: |          | 12083/? [1:14:05<00:00,  2.72it/s]
Epoch 0: |          | 12083/? [1:14:05<00:00,  2.72it/s]
Epoch 0: |          | 12084/? [1:14:05<00:00,  2.72it/s]
Epoch 0: |          | 12084/? [1:14:05<00:00,  2.72it/s]
Epoch 0: |          | 12085/? [1:14:05<00:00,  2.72it/s]
Epoch 0: |          | 12085/? [1:14:05<00:00,  2.72it/s]
Epoch 0: |          | 12086/? [1:14:06<00:00,  2.72it/s]
Epoch 0: |          | 12086/? [1:14:06<00:00,  2.72it/s]
Epoch 0: |          | 12087/? [1:14:06<00:00,  2.72it/s]
Epoch 0: |          | 12087/? [1:14:06<00:00,  2.72it/s]
Epoch 0: |          | 12088/? [1:14:06<00:00,  2.72it/s]
Epoch 0: |          | 12088/? [1:14:06<00:00,  2.72it/s]
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Epoch 0: |          | 12117/? [1:14:15<00:00,  2.72it/s]
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Epoch 0: |          | 12118/? [1:14:16<00:00,  2.72it/s]
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Epoch 0: |          | 12119/? [1:14:16<00:00,  2.72it/s]
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Epoch 0: |          | 12120/? [1:14:16<00:00,  2.72it/s]
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Epoch 0: |          | 12124/? [1:14:18<00:00,  2.72it/s]
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Epoch 0: |          | 12125/? [1:14:18<00:00,  2.72it/s]
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Epoch 0: |          | 12127/? [1:14:19<00:00,  2.72it/s]
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Epoch 0: |          | 12128/? [1:14:19<00:00,  2.72it/s]
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Epoch 0: |          | 12129/? [1:14:19<00:00,  2.72it/s]
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Epoch 0: |          | 12130/? [1:14:19<00:00,  2.72it/s]
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Epoch 0: |          | 12134/? [1:14:21<00:00,  2.72it/s]
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Epoch 0: |          | 12135/? [1:14:21<00:00,  2.72it/s]
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Epoch 0: |          | 12136/? [1:14:21<00:00,  2.72it/s]
Epoch 0: |          | 12136/? [1:14:21<00:00,  2.72it/s]
Epoch 0: |          | 12137/? [1:14:22<00:00,  2.72it/s]
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Epoch 0: |          | 12138/? [1:14:22<00:00,  2.72it/s]
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Epoch 0: |          | 12140/? [1:14:22<00:00,  2.72it/s]
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Epoch 0: |          | 12141/? [1:14:23<00:00,  2.72it/s]
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Epoch 0: |          | 12142/? [1:14:23<00:00,  2.72it/s]
Epoch 0: |          | 12142/? [1:14:23<00:00,  2.72it/s]
Epoch 0: |          | 12143/? [1:14:23<00:00,  2.72it/s]
Epoch 0: |          | 12143/? [1:14:23<00:00,  2.72it/s]
Epoch 0: |          | 12144/? [1:14:24<00:00,  2.72it/s]
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Epoch 0: |          | 12145/? [1:14:24<00:00,  2.72it/s]
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Epoch 0: |          | 12146/? [1:14:24<00:00,  2.72it/s]
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Epoch 0: |          | 12147/? [1:14:25<00:00,  2.72it/s]
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Epoch 0: |          | 12149/? [1:14:25<00:00,  2.72it/s]
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Epoch 0: |          | 12150/? [1:14:25<00:00,  2.72it/s]
Epoch 0: |          | 12150/? [1:14:25<00:00,  2.72it/s]
Epoch 0: |          | 12151/? [1:14:26<00:00,  2.72it/s]
Epoch 0: |          | 12151/? [1:14:26<00:00,  2.72it/s]
Epoch 0: |          | 12152/? [1:14:26<00:00,  2.72it/s]
Epoch 0: |          | 12152/? [1:14:26<00:00,  2.72it/s]
Epoch 0: |          | 12153/? [1:14:26<00:00,  2.72it/s]
Epoch 0: |          | 12153/? [1:14:26<00:00,  2.72it/s]
Epoch 0: |          | 12154/? [1:14:27<00:00,  2.72it/s]
Epoch 0: |          | 12154/? [1:14:27<00:00,  2.72it/s]
Epoch 0: |          | 12155/? [1:14:27<00:00,  2.72it/s]
Epoch 0: |          | 12155/? [1:14:27<00:00,  2.72it/s]
Epoch 0: |          | 12156/? [1:14:27<00:00,  2.72it/s]
Epoch 0: |          | 12156/? [1:14:27<00:00,  2.72it/s]
Epoch 0: |          | 12157/? [1:14:28<00:00,  2.72it/s]
Epoch 0: |          | 12157/? [1:14:28<00:00,  2.72it/s]
Epoch 0: |          | 12158/? [1:14:28<00:00,  2.72it/s]
Epoch 0: |          | 12158/? [1:14:28<00:00,  2.72it/s]
Epoch 0: |          | 12159/? [1:14:28<00:00,  2.72it/s]
Epoch 0: |          | 12159/? [1:14:28<00:00,  2.72it/s]
Epoch 0: |          | 12160/? [1:14:29<00:00,  2.72it/s]
Epoch 0: |          | 12160/? [1:14:29<00:00,  2.72it/s]
Epoch 0: |          | 12161/? [1:14:29<00:00,  2.72it/s]
Epoch 0: |          | 12161/? [1:14:29<00:00,  2.72it/s]
Epoch 0: |          | 12162/? [1:14:29<00:00,  2.72it/s]
Epoch 0: |          | 12162/? [1:14:29<00:00,  2.72it/s]
Epoch 0: |          | 12163/? [1:14:30<00:00,  2.72it/s]
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Epoch 0: |          | 12164/? [1:14:30<00:00,  2.72it/s]
Epoch 0: |          | 12164/? [1:14:30<00:00,  2.72it/s]
Epoch 0: |          | 12165/? [1:14:30<00:00,  2.72it/s]
Epoch 0: |          | 12165/? [1:14:30<00:00,  2.72it/s]
Epoch 0: |          | 12166/? [1:14:30<00:00,  2.72it/s]
Epoch 0: |          | 12166/? [1:14:30<00:00,  2.72it/s]
Epoch 0: |          | 12167/? [1:14:31<00:00,  2.72it/s]
Epoch 0: |          | 12167/? [1:14:31<00:00,  2.72it/s]
Epoch 0: |          | 12168/? [1:14:31<00:00,  2.72it/s]
Epoch 0: |          | 12168/? [1:14:31<00:00,  2.72it/s]
Epoch 0: |          | 12169/? [1:14:31<00:00,  2.72it/s]
Epoch 0: |          | 12169/? [1:14:31<00:00,  2.72it/s]
Epoch 0: |          | 12170/? [1:14:32<00:00,  2.72it/s]
Epoch 0: |          | 12170/? [1:14:32<00:00,  2.72it/s]
Epoch 0: |          | 12171/? [1:14:32<00:00,  2.72it/s]
Epoch 0: |          | 12171/? [1:14:32<00:00,  2.72it/s]
Epoch 0: |          | 12172/? [1:14:32<00:00,  2.72it/s]
Epoch 0: |          | 12172/? [1:14:32<00:00,  2.72it/s]
Epoch 0: |          | 12173/? [1:14:33<00:00,  2.72it/s]
Epoch 0: |          | 12173/? [1:14:33<00:00,  2.72it/s]
Epoch 0: |          | 12174/? [1:14:33<00:00,  2.72it/s]
Epoch 0: |          | 12174/? [1:14:33<00:00,  2.72it/s]
Epoch 0: |          | 12175/? [1:14:33<00:00,  2.72it/s]
Epoch 0: |          | 12175/? [1:14:33<00:00,  2.72it/s]
Epoch 0: |          | 12176/? [1:14:34<00:00,  2.72it/s]
Epoch 0: |          | 12176/? [1:14:34<00:00,  2.72it/s]
Epoch 0: |          | 12177/? [1:14:34<00:00,  2.72it/s]
Epoch 0: |          | 12177/? [1:14:34<00:00,  2.72it/s]
Epoch 0: |          | 12178/? [1:14:34<00:00,  2.72it/s]
Epoch 0: |          | 12178/? [1:14:34<00:00,  2.72it/s]
Epoch 0: |          | 12179/? [1:14:34<00:00,  2.72it/s]
Epoch 0: |          | 12179/? [1:14:34<00:00,  2.72it/s]
Epoch 0: |          | 12180/? [1:14:35<00:00,  2.72it/s]
Epoch 0: |          | 12180/? [1:14:35<00:00,  2.72it/s]
Epoch 0: |          | 12181/? [1:14:35<00:00,  2.72it/s]
Epoch 0: |          | 12181/? [1:14:35<00:00,  2.72it/s]
Epoch 0: |          | 12182/? [1:14:35<00:00,  2.72it/s]
Epoch 0: |          | 12182/? [1:14:35<00:00,  2.72it/s]
Epoch 0: |          | 12183/? [1:14:36<00:00,  2.72it/s]
Epoch 0: |          | 12183/? [1:14:36<00:00,  2.72it/s]
Epoch 0: |          | 12184/? [1:14:36<00:00,  2.72it/s]
Epoch 0: |          | 12184/? [1:14:36<00:00,  2.72it/s]
Epoch 0: |          | 12185/? [1:14:36<00:00,  2.72it/s]
Epoch 0: |          | 12185/? [1:14:36<00:00,  2.72it/s]
Epoch 0: |          | 12186/? [1:14:37<00:00,  2.72it/s]
Epoch 0: |          | 12186/? [1:14:37<00:00,  2.72it/s]
Epoch 0: |          | 12187/? [1:14:37<00:00,  2.72it/s]
Epoch 0: |          | 12187/? [1:14:37<00:00,  2.72it/s]
Epoch 0: |          | 12188/? [1:14:37<00:00,  2.72it/s]
Epoch 0: |          | 12188/? [1:14:37<00:00,  2.72it/s]
Epoch 0: |          | 12189/? [1:14:38<00:00,  2.72it/s]
Epoch 0: |          | 12189/? [1:14:38<00:00,  2.72it/s]
Epoch 0: |          | 12190/? [1:14:38<00:00,  2.72it/s]
Epoch 0: |          | 12190/? [1:14:38<00:00,  2.72it/s]
Epoch 0: |          | 12191/? [1:14:38<00:00,  2.72it/s]
Epoch 0: |          | 12191/? [1:14:38<00:00,  2.72it/s]
Epoch 0: |          | 12192/? [1:14:38<00:00,  2.72it/s]
Epoch 0: |          | 12192/? [1:14:38<00:00,  2.72it/s]
Epoch 0: |          | 12193/? [1:14:39<00:00,  2.72it/s]
Epoch 0: |          | 12193/? [1:14:39<00:00,  2.72it/s]
Epoch 0: |          | 12194/? [1:14:39<00:00,  2.72it/s]
Epoch 0: |          | 12194/? [1:14:39<00:00,  2.72it/s]
Epoch 0: |          | 12195/? [1:14:39<00:00,  2.72it/s]
Epoch 0: |          | 12195/? [1:14:39<00:00,  2.72it/s]
Epoch 0: |          | 12196/? [1:14:40<00:00,  2.72it/s]
Epoch 0: |          | 12196/? [1:14:40<00:00,  2.72it/s]
Epoch 0: |          | 12197/? [1:14:40<00:00,  2.72it/s]
Epoch 0: |          | 12197/? [1:14:40<00:00,  2.72it/s]
Epoch 0: |          | 12198/? [1:14:40<00:00,  2.72it/s]
Epoch 0: |          | 12198/? [1:14:40<00:00,  2.72it/s]
Epoch 0: |          | 12199/? [1:14:41<00:00,  2.72it/s]
Epoch 0: |          | 12199/? [1:14:41<00:00,  2.72it/s]
Epoch 0: |          | 12200/? [1:14:41<00:00,  2.72it/s]
Epoch 0: |          | 12200/? [1:14:41<00:00,  2.72it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 16.11it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.58it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.64it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.69it/s]

Epoch 0: |          | 12200/? [1:14:41<00:00,  2.72it/s]
Epoch 0: |          | 12201/? [1:14:42<00:00,  2.72it/s]
Epoch 0: |          | 12201/? [1:14:42<00:00,  2.72it/s]
Epoch 0: |          | 12202/? [1:14:42<00:00,  2.72it/s]
Epoch 0: |          | 12202/? [1:14:42<00:00,  2.72it/s]
Epoch 0: |          | 12203/? [1:14:42<00:00,  2.72it/s]
Epoch 0: |          | 12203/? [1:14:42<00:00,  2.72it/s]
Epoch 0: |          | 12204/? [1:14:43<00:00,  2.72it/s]
Epoch 0: |          | 12204/? [1:14:43<00:00,  2.72it/s]
Epoch 0: |          | 12205/? [1:14:43<00:00,  2.72it/s]
Epoch 0: |          | 12205/? [1:14:43<00:00,  2.72it/s]
Epoch 0: |          | 12206/? [1:14:43<00:00,  2.72it/s]
Epoch 0: |          | 12206/? [1:14:43<00:00,  2.72it/s]
Epoch 0: |          | 12207/? [1:14:43<00:00,  2.72it/s]
Epoch 0: |          | 12207/? [1:14:43<00:00,  2.72it/s]
Epoch 0: |          | 12208/? [1:14:44<00:00,  2.72it/s]
Epoch 0: |          | 12208/? [1:14:44<00:00,  2.72it/s]
Epoch 0: |          | 12209/? [1:14:44<00:00,  2.72it/s]
Epoch 0: |          | 12209/? [1:14:44<00:00,  2.72it/s]
Epoch 0: |          | 12210/? [1:14:44<00:00,  2.72it/s]
Epoch 0: |          | 12210/? [1:14:44<00:00,  2.72it/s]
Epoch 0: |          | 12211/? [1:14:45<00:00,  2.72it/s]
Epoch 0: |          | 12211/? [1:14:45<00:00,  2.72it/s]
Epoch 0: |          | 12212/? [1:14:45<00:00,  2.72it/s]
Epoch 0: |          | 12212/? [1:14:45<00:00,  2.72it/s]
Epoch 0: |          | 12213/? [1:14:45<00:00,  2.72it/s]
Epoch 0: |          | 12213/? [1:14:45<00:00,  2.72it/s]
Epoch 0: |          | 12214/? [1:14:46<00:00,  2.72it/s]
Epoch 0: |          | 12214/? [1:14:46<00:00,  2.72it/s]
Epoch 0: |          | 12215/? [1:14:46<00:00,  2.72it/s]
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Epoch 0: |          | 12260/? [1:15:00<00:00,  2.72it/s]
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Epoch 0: |          | 12264/? [1:15:01<00:00,  2.72it/s]
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Epoch 0: |          | 12274/? [1:15:04<00:00,  2.72it/s]
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Epoch 0: |          | 12275/? [1:15:04<00:00,  2.72it/s]
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Epoch 0: |          | 12276/? [1:15:05<00:00,  2.72it/s]
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Epoch 0: |          | 12277/? [1:15:05<00:00,  2.72it/s]
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Epoch 0: |          | 12278/? [1:15:05<00:00,  2.72it/s]
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Epoch 0: |          | 12280/? [1:15:06<00:00,  2.73it/s]
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Epoch 0: |          | 12281/? [1:15:06<00:00,  2.73it/s]
Epoch 0: |          | 12281/? [1:15:06<00:00,  2.73it/s]
Epoch 0: |          | 12282/? [1:15:06<00:00,  2.73it/s]
Epoch 0: |          | 12282/? [1:15:06<00:00,  2.73it/s]
Epoch 0: |          | 12283/? [1:15:07<00:00,  2.73it/s]
Epoch 0: |          | 12283/? [1:15:07<00:00,  2.73it/s]
Epoch 0: |          | 12284/? [1:15:07<00:00,  2.73it/s]
Epoch 0: |          | 12284/? [1:15:07<00:00,  2.73it/s]
Epoch 0: |          | 12285/? [1:15:07<00:00,  2.73it/s]
Epoch 0: |          | 12285/? [1:15:07<00:00,  2.73it/s]
Epoch 0: |          | 12286/? [1:15:08<00:00,  2.73it/s]
Epoch 0: |          | 12286/? [1:15:08<00:00,  2.73it/s]
Epoch 0: |          | 12287/? [1:15:08<00:00,  2.73it/s]
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Epoch 0: |          | 12288/? [1:15:08<00:00,  2.73it/s]
Epoch 0: |          | 12288/? [1:15:08<00:00,  2.73it/s]
Epoch 0: |          | 12289/? [1:15:09<00:00,  2.73it/s]
Epoch 0: |          | 12289/? [1:15:09<00:00,  2.73it/s]
Epoch 0: |          | 12290/? [1:15:09<00:00,  2.73it/s]
Epoch 0: |          | 12290/? [1:15:09<00:00,  2.73it/s]
Epoch 0: |          | 12291/? [1:15:09<00:00,  2.73it/s]
Epoch 0: |          | 12291/? [1:15:09<00:00,  2.73it/s]
Epoch 0: |          | 12292/? [1:15:09<00:00,  2.73it/s]
Epoch 0: |          | 12292/? [1:15:09<00:00,  2.73it/s]
Epoch 0: |          | 12293/? [1:15:10<00:00,  2.73it/s]
Epoch 0: |          | 12293/? [1:15:10<00:00,  2.73it/s]
Epoch 0: |          | 12294/? [1:15:10<00:00,  2.73it/s]
Epoch 0: |          | 12294/? [1:15:10<00:00,  2.73it/s]
Epoch 0: |          | 12295/? [1:15:10<00:00,  2.73it/s]
Epoch 0: |          | 12295/? [1:15:10<00:00,  2.73it/s]
Epoch 0: |          | 12296/? [1:15:11<00:00,  2.73it/s]
Epoch 0: |          | 12296/? [1:15:11<00:00,  2.73it/s]
Epoch 0: |          | 12297/? [1:15:11<00:00,  2.73it/s]
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Epoch 0: |          | 12298/? [1:15:11<00:00,  2.73it/s]
Epoch 0: |          | 12298/? [1:15:11<00:00,  2.73it/s]
Epoch 0: |          | 12299/? [1:15:12<00:00,  2.73it/s]
Epoch 0: |          | 12299/? [1:15:12<00:00,  2.73it/s]
Epoch 0: |          | 12300/? [1:15:12<00:00,  2.73it/s]
Epoch 0: |          | 12300/? [1:15:12<00:00,  2.73it/s]
Epoch 0: |          | 12301/? [1:15:12<00:00,  2.73it/s]
Epoch 0: |          | 12301/? [1:15:12<00:00,  2.73it/s]
Epoch 0: |          | 12302/? [1:15:13<00:00,  2.73it/s]
Epoch 0: |          | 12302/? [1:15:13<00:00,  2.73it/s]
Epoch 0: |          | 12303/? [1:15:13<00:00,  2.73it/s]
Epoch 0: |          | 12303/? [1:15:13<00:00,  2.73it/s]
Epoch 0: |          | 12304/? [1:15:13<00:00,  2.73it/s]
Epoch 0: |          | 12304/? [1:15:13<00:00,  2.73it/s]
Epoch 0: |          | 12305/? [1:15:13<00:00,  2.73it/s]
Epoch 0: |          | 12305/? [1:15:13<00:00,  2.73it/s]
Epoch 0: |          | 12306/? [1:15:14<00:00,  2.73it/s]
Epoch 0: |          | 12306/? [1:15:14<00:00,  2.73it/s]
Epoch 0: |          | 12307/? [1:15:14<00:00,  2.73it/s]
Epoch 0: |          | 12307/? [1:15:14<00:00,  2.73it/s]
Epoch 0: |          | 12308/? [1:15:14<00:00,  2.73it/s]
Epoch 0: |          | 12308/? [1:15:14<00:00,  2.73it/s]
Epoch 0: |          | 12309/? [1:15:15<00:00,  2.73it/s]
Epoch 0: |          | 12309/? [1:15:15<00:00,  2.73it/s]
Epoch 0: |          | 12310/? [1:15:15<00:00,  2.73it/s]
Epoch 0: |          | 12310/? [1:15:15<00:00,  2.73it/s]
Epoch 0: |          | 12311/? [1:15:15<00:00,  2.73it/s]
Epoch 0: |          | 12311/? [1:15:15<00:00,  2.73it/s]
Epoch 0: |          | 12312/? [1:15:16<00:00,  2.73it/s]
Epoch 0: |          | 12312/? [1:15:16<00:00,  2.73it/s]
Epoch 0: |          | 12313/? [1:15:16<00:00,  2.73it/s]
Epoch 0: |          | 12313/? [1:15:16<00:00,  2.73it/s]
Epoch 0: |          | 12314/? [1:15:16<00:00,  2.73it/s]
Epoch 0: |          | 12314/? [1:15:16<00:00,  2.73it/s]
Epoch 0: |          | 12315/? [1:15:17<00:00,  2.73it/s]
Epoch 0: |          | 12315/? [1:15:17<00:00,  2.73it/s]
Epoch 0: |          | 12316/? [1:15:17<00:00,  2.73it/s]
Epoch 0: |          | 12316/? [1:15:17<00:00,  2.73it/s]
Epoch 0: |          | 12317/? [1:15:17<00:00,  2.73it/s]
Epoch 0: |          | 12317/? [1:15:17<00:00,  2.73it/s]
Epoch 0: |          | 12318/? [1:15:17<00:00,  2.73it/s]
Epoch 0: |          | 12318/? [1:15:17<00:00,  2.73it/s]
Epoch 0: |          | 12319/? [1:15:18<00:00,  2.73it/s]
Epoch 0: |          | 12319/? [1:15:18<00:00,  2.73it/s]
Epoch 0: |          | 12320/? [1:15:18<00:00,  2.73it/s]
Epoch 0: |          | 12320/? [1:15:18<00:00,  2.73it/s]
Epoch 0: |          | 12321/? [1:15:18<00:00,  2.73it/s]
Epoch 0: |          | 12321/? [1:15:18<00:00,  2.73it/s]
Epoch 0: |          | 12322/? [1:15:19<00:00,  2.73it/s]
Epoch 0: |          | 12322/? [1:15:19<00:00,  2.73it/s]
Epoch 0: |          | 12323/? [1:15:19<00:00,  2.73it/s]
Epoch 0: |          | 12323/? [1:15:19<00:00,  2.73it/s]
Epoch 0: |          | 12324/? [1:15:19<00:00,  2.73it/s]
Epoch 0: |          | 12324/? [1:15:19<00:00,  2.73it/s]
Epoch 0: |          | 12325/? [1:15:20<00:00,  2.73it/s]
Epoch 0: |          | 12325/? [1:15:20<00:00,  2.73it/s]
Epoch 0: |          | 12326/? [1:15:20<00:00,  2.73it/s]
Epoch 0: |          | 12326/? [1:15:20<00:00,  2.73it/s]
Epoch 0: |          | 12327/? [1:15:20<00:00,  2.73it/s]
Epoch 0: |          | 12327/? [1:15:20<00:00,  2.73it/s]
Epoch 0: |          | 12328/? [1:15:20<00:00,  2.73it/s]
Epoch 0: |          | 12328/? [1:15:20<00:00,  2.73it/s]
Epoch 0: |          | 12329/? [1:15:21<00:00,  2.73it/s]
Epoch 0: |          | 12329/? [1:15:21<00:00,  2.73it/s]
Epoch 0: |          | 12330/? [1:15:21<00:00,  2.73it/s]
Epoch 0: |          | 12330/? [1:15:21<00:00,  2.73it/s]
Epoch 0: |          | 12331/? [1:15:21<00:00,  2.73it/s]
Epoch 0: |          | 12331/? [1:15:21<00:00,  2.73it/s]
Epoch 0: |          | 12332/? [1:15:22<00:00,  2.73it/s]
Epoch 0: |          | 12332/? [1:15:22<00:00,  2.73it/s]
Epoch 0: |          | 12333/? [1:15:22<00:00,  2.73it/s]
Epoch 0: |          | 12333/? [1:15:22<00:00,  2.73it/s]
Epoch 0: |          | 12334/? [1:15:22<00:00,  2.73it/s]
Epoch 0: |          | 12334/? [1:15:22<00:00,  2.73it/s]
Epoch 0: |          | 12335/? [1:15:23<00:00,  2.73it/s]
Epoch 0: |          | 12335/? [1:15:23<00:00,  2.73it/s]
Epoch 0: |          | 12336/? [1:15:23<00:00,  2.73it/s]
Epoch 0: |          | 12336/? [1:15:23<00:00,  2.73it/s]
Epoch 0: |          | 12337/? [1:15:23<00:00,  2.73it/s]
Epoch 0: |          | 12337/? [1:15:23<00:00,  2.73it/s]
Epoch 0: |          | 12338/? [1:15:24<00:00,  2.73it/s]
Epoch 0: |          | 12338/? [1:15:24<00:00,  2.73it/s]
Epoch 0: |          | 12339/? [1:15:24<00:00,  2.73it/s]
Epoch 0: |          | 12339/? [1:15:24<00:00,  2.73it/s]
Epoch 0: |          | 12340/? [1:15:24<00:00,  2.73it/s]
Epoch 0: |          | 12340/? [1:15:24<00:00,  2.73it/s]
Epoch 0: |          | 12341/? [1:15:24<00:00,  2.73it/s]
Epoch 0: |          | 12341/? [1:15:24<00:00,  2.73it/s]
Epoch 0: |          | 12342/? [1:15:25<00:00,  2.73it/s]
Epoch 0: |          | 12342/? [1:15:25<00:00,  2.73it/s]
Epoch 0: |          | 12343/? [1:15:25<00:00,  2.73it/s]
Epoch 0: |          | 12343/? [1:15:25<00:00,  2.73it/s]
Epoch 0: |          | 12344/? [1:15:25<00:00,  2.73it/s]
Epoch 0: |          | 12344/? [1:15:25<00:00,  2.73it/s]
Epoch 0: |          | 12345/? [1:15:26<00:00,  2.73it/s]
Epoch 0: |          | 12345/? [1:15:26<00:00,  2.73it/s]
Epoch 0: |          | 12346/? [1:15:26<00:00,  2.73it/s]
Epoch 0: |          | 12346/? [1:15:26<00:00,  2.73it/s]
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Epoch 0: |          | 12352/? [1:15:28<00:00,  2.73it/s]
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Epoch 0: |          | 12353/? [1:15:28<00:00,  2.73it/s]
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Epoch 0: |          | 12354/? [1:15:28<00:00,  2.73it/s]
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Epoch 0: |          | 12355/? [1:15:29<00:00,  2.73it/s]
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Epoch 0: |          | 12356/? [1:15:29<00:00,  2.73it/s]
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Epoch 0: |          | 12357/? [1:15:29<00:00,  2.73it/s]
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Epoch 0: |          | 12359/? [1:15:30<00:00,  2.73it/s]
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Epoch 0: |          | 12360/? [1:15:30<00:00,  2.73it/s]
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Epoch 0: |          | 12361/? [1:15:30<00:00,  2.73it/s]
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Epoch 0: |          | 12362/? [1:15:31<00:00,  2.73it/s]
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Epoch 0: |          | 12363/? [1:15:31<00:00,  2.73it/s]
Epoch 0: |          | 12363/? [1:15:31<00:00,  2.73it/s]
Epoch 0: |          | 12364/? [1:15:31<00:00,  2.73it/s]
Epoch 0: |          | 12364/? [1:15:31<00:00,  2.73it/s]
Epoch 0: |          | 12365/? [1:15:32<00:00,  2.73it/s]
Epoch 0: |          | 12365/? [1:15:32<00:00,  2.73it/s]
Epoch 0: |          | 12366/? [1:15:32<00:00,  2.73it/s]
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Epoch 0: |          | 12367/? [1:15:32<00:00,  2.73it/s]
Epoch 0: |          | 12367/? [1:15:32<00:00,  2.73it/s]
Epoch 0: |          | 12368/? [1:15:33<00:00,  2.73it/s]
Epoch 0: |          | 12368/? [1:15:33<00:00,  2.73it/s]
Epoch 0: |          | 12369/? [1:15:33<00:00,  2.73it/s]
Epoch 0: |          | 12369/? [1:15:33<00:00,  2.73it/s]
Epoch 0: |          | 12370/? [1:15:33<00:00,  2.73it/s]
Epoch 0: |          | 12370/? [1:15:33<00:00,  2.73it/s]
Epoch 0: |          | 12371/? [1:15:34<00:00,  2.73it/s]
Epoch 0: |          | 12371/? [1:15:34<00:00,  2.73it/s]
Epoch 0: |          | 12372/? [1:15:34<00:00,  2.73it/s]
Epoch 0: |          | 12372/? [1:15:34<00:00,  2.73it/s]
Epoch 0: |          | 12373/? [1:15:34<00:00,  2.73it/s]
Epoch 0: |          | 12373/? [1:15:34<00:00,  2.73it/s]
Epoch 0: |          | 12374/? [1:15:34<00:00,  2.73it/s]
Epoch 0: |          | 12374/? [1:15:34<00:00,  2.73it/s]
Epoch 0: |          | 12375/? [1:15:35<00:00,  2.73it/s]
Epoch 0: |          | 12375/? [1:15:35<00:00,  2.73it/s]
Epoch 0: |          | 12376/? [1:15:35<00:00,  2.73it/s]
Epoch 0: |          | 12376/? [1:15:35<00:00,  2.73it/s]
Epoch 0: |          | 12377/? [1:15:35<00:00,  2.73it/s]
Epoch 0: |          | 12377/? [1:15:35<00:00,  2.73it/s]
Epoch 0: |          | 12378/? [1:15:36<00:00,  2.73it/s]
Epoch 0: |          | 12378/? [1:15:36<00:00,  2.73it/s]
Epoch 0: |          | 12379/? [1:15:36<00:00,  2.73it/s]
Epoch 0: |          | 12379/? [1:15:36<00:00,  2.73it/s]
Epoch 0: |          | 12380/? [1:15:36<00:00,  2.73it/s]
Epoch 0: |          | 12380/? [1:15:36<00:00,  2.73it/s]
Epoch 0: |          | 12381/? [1:15:37<00:00,  2.73it/s]
Epoch 0: |          | 12381/? [1:15:37<00:00,  2.73it/s]
Epoch 0: |          | 12382/? [1:15:37<00:00,  2.73it/s]
Epoch 0: |          | 12382/? [1:15:37<00:00,  2.73it/s]
Epoch 0: |          | 12383/? [1:15:37<00:00,  2.73it/s]
Epoch 0: |          | 12383/? [1:15:37<00:00,  2.73it/s]
Epoch 0: |          | 12384/? [1:15:38<00:00,  2.73it/s]
Epoch 0: |          | 12384/? [1:15:38<00:00,  2.73it/s]
Epoch 0: |          | 12385/? [1:15:38<00:00,  2.73it/s]
Epoch 0: |          | 12385/? [1:15:38<00:00,  2.73it/s]
Epoch 0: |          | 12386/? [1:15:38<00:00,  2.73it/s]
Epoch 0: |          | 12386/? [1:15:38<00:00,  2.73it/s]
Epoch 0: |          | 12387/? [1:15:38<00:00,  2.73it/s]
Epoch 0: |          | 12387/? [1:15:38<00:00,  2.73it/s]
Epoch 0: |          | 12388/? [1:15:39<00:00,  2.73it/s]
Epoch 0: |          | 12388/? [1:15:39<00:00,  2.73it/s]
Epoch 0: |          | 12389/? [1:15:39<00:00,  2.73it/s]
Epoch 0: |          | 12389/? [1:15:39<00:00,  2.73it/s]
Epoch 0: |          | 12390/? [1:15:39<00:00,  2.73it/s]
Epoch 0: |          | 12390/? [1:15:39<00:00,  2.73it/s]
Epoch 0: |          | 12391/? [1:15:40<00:00,  2.73it/s]
Epoch 0: |          | 12391/? [1:15:40<00:00,  2.73it/s]
Epoch 0: |          | 12392/? [1:15:40<00:00,  2.73it/s]
Epoch 0: |          | 12392/? [1:15:40<00:00,  2.73it/s]
Epoch 0: |          | 12393/? [1:15:40<00:00,  2.73it/s]
Epoch 0: |          | 12393/? [1:15:40<00:00,  2.73it/s]
Epoch 0: |          | 12394/? [1:15:41<00:00,  2.73it/s]
Epoch 0: |          | 12394/? [1:15:41<00:00,  2.73it/s]
Epoch 0: |          | 12395/? [1:15:41<00:00,  2.73it/s]
Epoch 0: |          | 12395/? [1:15:41<00:00,  2.73it/s]
Epoch 0: |          | 12396/? [1:15:41<00:00,  2.73it/s]
Epoch 0: |          | 12396/? [1:15:41<00:00,  2.73it/s]
Epoch 0: |          | 12397/? [1:15:41<00:00,  2.73it/s]
Epoch 0: |          | 12397/? [1:15:41<00:00,  2.73it/s]
Epoch 0: |          | 12398/? [1:15:42<00:00,  2.73it/s]
Epoch 0: |          | 12398/? [1:15:42<00:00,  2.73it/s]
Epoch 0: |          | 12399/? [1:15:42<00:00,  2.73it/s]
Epoch 0: |          | 12399/? [1:15:42<00:00,  2.73it/s]
Epoch 0: |          | 12400/? [1:15:42<00:00,  2.73it/s]
Epoch 0: |          | 12400/? [1:15:42<00:00,  2.73it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.04it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.30it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.36it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 11.67it/s]

Epoch 0: |          | 12400/? [1:15:43<00:00,  2.73it/s]
Epoch 0: |          | 12401/? [1:15:43<00:00,  2.73it/s]
Epoch 0: |          | 12401/? [1:15:43<00:00,  2.73it/s]
Epoch 0: |          | 12402/? [1:15:43<00:00,  2.73it/s]
Epoch 0: |          | 12402/? [1:15:43<00:00,  2.73it/s]
Epoch 0: |          | 12403/? [1:15:44<00:00,  2.73it/s]
Epoch 0: |          | 12403/? [1:15:44<00:00,  2.73it/s]
Epoch 0: |          | 12404/? [1:15:44<00:00,  2.73it/s]
Epoch 0: |          | 12404/? [1:15:44<00:00,  2.73it/s]
Epoch 0: |          | 12405/? [1:15:44<00:00,  2.73it/s]
Epoch 0: |          | 12405/? [1:15:44<00:00,  2.73it/s]
Epoch 0: |          | 12406/? [1:15:45<00:00,  2.73it/s]
Epoch 0: |          | 12406/? [1:15:45<00:00,  2.73it/s]
Epoch 0: |          | 12407/? [1:15:45<00:00,  2.73it/s]
Epoch 0: |          | 12407/? [1:15:45<00:00,  2.73it/s]
Epoch 0: |          | 12408/? [1:15:45<00:00,  2.73it/s]
Epoch 0: |          | 12408/? [1:15:45<00:00,  2.73it/s]
Epoch 0: |          | 12409/? [1:15:46<00:00,  2.73it/s]
Epoch 0: |          | 12409/? [1:15:46<00:00,  2.73it/s]
Epoch 0: |          | 12410/? [1:15:46<00:00,  2.73it/s]
Epoch 0: |          | 12410/? [1:15:46<00:00,  2.73it/s]
Epoch 0: |          | 12411/? [1:15:46<00:00,  2.73it/s]
Epoch 0: |          | 12411/? [1:15:46<00:00,  2.73it/s]
Epoch 0: |          | 12412/? [1:15:47<00:00,  2.73it/s]
Epoch 0: |          | 12412/? [1:15:47<00:00,  2.73it/s]
Epoch 0: |          | 12413/? [1:15:47<00:00,  2.73it/s]
Epoch 0: |          | 12413/? [1:15:47<00:00,  2.73it/s]
Epoch 0: |          | 12414/? [1:15:47<00:00,  2.73it/s]
Epoch 0: |          | 12414/? [1:15:47<00:00,  2.73it/s]
Epoch 0: |          | 12415/? [1:15:47<00:00,  2.73it/s]
Epoch 0: |          | 12415/? [1:15:47<00:00,  2.73it/s]
Epoch 0: |          | 12416/? [1:15:48<00:00,  2.73it/s]
Epoch 0: |          | 12416/? [1:15:48<00:00,  2.73it/s]
Epoch 0: |          | 12417/? [1:15:48<00:00,  2.73it/s]
Epoch 0: |          | 12417/? [1:15:48<00:00,  2.73it/s]
Epoch 0: |          | 12418/? [1:15:48<00:00,  2.73it/s]
Epoch 0: |          | 12418/? [1:15:48<00:00,  2.73it/s]
Epoch 0: |          | 12419/? [1:15:49<00:00,  2.73it/s]
Epoch 0: |          | 12419/? [1:15:49<00:00,  2.73it/s]
Epoch 0: |          | 12420/? [1:15:49<00:00,  2.73it/s]
Epoch 0: |          | 12420/? [1:15:49<00:00,  2.73it/s]
Epoch 0: |          | 12421/? [1:15:49<00:00,  2.73it/s]
Epoch 0: |          | 12421/? [1:15:49<00:00,  2.73it/s]
Epoch 0: |          | 12422/? [1:15:50<00:00,  2.73it/s]
Epoch 0: |          | 12422/? [1:15:50<00:00,  2.73it/s]
Epoch 0: |          | 12423/? [1:15:50<00:00,  2.73it/s]
Epoch 0: |          | 12423/? [1:15:50<00:00,  2.73it/s]
Epoch 0: |          | 12424/? [1:15:50<00:00,  2.73it/s]
Epoch 0: |          | 12424/? [1:15:50<00:00,  2.73it/s]
Epoch 0: |          | 12425/? [1:15:51<00:00,  2.73it/s]
Epoch 0: |          | 12425/? [1:15:51<00:00,  2.73it/s]
Epoch 0: |          | 12426/? [1:15:51<00:00,  2.73it/s]
Epoch 0: |          | 12426/? [1:15:51<00:00,  2.73it/s]
Epoch 0: |          | 12427/? [1:15:51<00:00,  2.73it/s]
Epoch 0: |          | 12427/? [1:15:51<00:00,  2.73it/s]
Epoch 0: |          | 12428/? [1:15:52<00:00,  2.73it/s]
Epoch 0: |          | 12428/? [1:15:52<00:00,  2.73it/s]
Epoch 0: |          | 12429/? [1:15:52<00:00,  2.73it/s]
Epoch 0: |          | 12429/? [1:15:52<00:00,  2.73it/s]
Epoch 0: |          | 12430/? [1:15:52<00:00,  2.73it/s]
Epoch 0: |          | 12430/? [1:15:52<00:00,  2.73it/s]
Epoch 0: |          | 12431/? [1:15:52<00:00,  2.73it/s]
Epoch 0: |          | 12431/? [1:15:52<00:00,  2.73it/s]
Epoch 0: |          | 12432/? [1:15:53<00:00,  2.73it/s]
Epoch 0: |          | 12432/? [1:15:53<00:00,  2.73it/s]
Epoch 0: |          | 12433/? [1:15:53<00:00,  2.73it/s]
Epoch 0: |          | 12433/? [1:15:53<00:00,  2.73it/s]
Epoch 0: |          | 12434/? [1:15:53<00:00,  2.73it/s]
Epoch 0: |          | 12434/? [1:15:53<00:00,  2.73it/s]
Epoch 0: |          | 12435/? [1:15:54<00:00,  2.73it/s]
Epoch 0: |          | 12435/? [1:15:54<00:00,  2.73it/s]
Epoch 0: |          | 12436/? [1:15:54<00:00,  2.73it/s]
Epoch 0: |          | 12436/? [1:15:54<00:00,  2.73it/s]
Epoch 0: |          | 12437/? [1:15:54<00:00,  2.73it/s]
Epoch 0: |          | 12437/? [1:15:54<00:00,  2.73it/s]
Epoch 0: |          | 12438/? [1:15:55<00:00,  2.73it/s]
Epoch 0: |          | 12438/? [1:15:55<00:00,  2.73it/s]
Epoch 0: |          | 12439/? [1:15:55<00:00,  2.73it/s]
Epoch 0: |          | 12439/? [1:15:55<00:00,  2.73it/s]
Epoch 0: |          | 12440/? [1:15:55<00:00,  2.73it/s]
Epoch 0: |          | 12440/? [1:15:55<00:00,  2.73it/s]
Epoch 0: |          | 12441/? [1:15:55<00:00,  2.73it/s]
Epoch 0: |          | 12441/? [1:15:55<00:00,  2.73it/s]
Epoch 0: |          | 12442/? [1:15:56<00:00,  2.73it/s]
Epoch 0: |          | 12442/? [1:15:56<00:00,  2.73it/s]
Epoch 0: |          | 12443/? [1:15:56<00:00,  2.73it/s]
Epoch 0: |          | 12443/? [1:15:56<00:00,  2.73it/s]
Epoch 0: |          | 12444/? [1:15:56<00:00,  2.73it/s]
Epoch 0: |          | 12444/? [1:15:56<00:00,  2.73it/s]
Epoch 0: |          | 12445/? [1:15:57<00:00,  2.73it/s]
Epoch 0: |          | 12445/? [1:15:57<00:00,  2.73it/s]
Epoch 0: |          | 12446/? [1:15:57<00:00,  2.73it/s]
Epoch 0: |          | 12446/? [1:15:57<00:00,  2.73it/s]
Epoch 0: |          | 12447/? [1:15:57<00:00,  2.73it/s]
Epoch 0: |          | 12447/? [1:15:57<00:00,  2.73it/s]
Epoch 0: |          | 12448/? [1:15:58<00:00,  2.73it/s]
Epoch 0: |          | 12448/? [1:15:58<00:00,  2.73it/s]
Epoch 0: |          | 12449/? [1:15:58<00:00,  2.73it/s]
Epoch 0: |          | 12449/? [1:15:58<00:00,  2.73it/s]
Epoch 0: |          | 12450/? [1:15:58<00:00,  2.73it/s]
Epoch 0: |          | 12450/? [1:15:58<00:00,  2.73it/s]
Epoch 0: |          | 12451/? [1:15:58<00:00,  2.73it/s]
Epoch 0: |          | 12451/? [1:15:58<00:00,  2.73it/s]
Epoch 0: |          | 12452/? [1:15:59<00:00,  2.73it/s]
Epoch 0: |          | 12452/? [1:15:59<00:00,  2.73it/s]
Epoch 0: |          | 12453/? [1:15:59<00:00,  2.73it/s]
Epoch 0: |          | 12453/? [1:15:59<00:00,  2.73it/s]
Epoch 0: |          | 12454/? [1:15:59<00:00,  2.73it/s]
Epoch 0: |          | 12454/? [1:15:59<00:00,  2.73it/s]
Epoch 0: |          | 12455/? [1:16:00<00:00,  2.73it/s]
Epoch 0: |          | 12455/? [1:16:00<00:00,  2.73it/s]
Epoch 0: |          | 12456/? [1:16:00<00:00,  2.73it/s]
Epoch 0: |          | 12456/? [1:16:00<00:00,  2.73it/s]
Epoch 0: |          | 12457/? [1:16:00<00:00,  2.73it/s]
Epoch 0: |          | 12457/? [1:16:00<00:00,  2.73it/s]
Epoch 0: |          | 12458/? [1:16:01<00:00,  2.73it/s]
Epoch 0: |          | 12458/? [1:16:01<00:00,  2.73it/s]
Epoch 0: |          | 12459/? [1:16:01<00:00,  2.73it/s]
Epoch 0: |          | 12459/? [1:16:01<00:00,  2.73it/s]
Epoch 0: |          | 12460/? [1:16:01<00:00,  2.73it/s]
Epoch 0: |          | 12460/? [1:16:01<00:00,  2.73it/s]
Epoch 0: |          | 12461/? [1:16:02<00:00,  2.73it/s]
Epoch 0: |          | 12461/? [1:16:02<00:00,  2.73it/s]
Epoch 0: |          | 12462/? [1:16:02<00:00,  2.73it/s]
Epoch 0: |          | 12462/? [1:16:02<00:00,  2.73it/s]
Epoch 0: |          | 12463/? [1:16:02<00:00,  2.73it/s]
Epoch 0: |          | 12463/? [1:16:02<00:00,  2.73it/s]
Epoch 0: |          | 12464/? [1:16:03<00:00,  2.73it/s]
Epoch 0: |          | 12464/? [1:16:03<00:00,  2.73it/s]
Epoch 0: |          | 12465/? [1:16:03<00:00,  2.73it/s]
Epoch 0: |          | 12465/? [1:16:03<00:00,  2.73it/s]
Epoch 0: |          | 12466/? [1:16:03<00:00,  2.73it/s]
Epoch 0: |          | 12466/? [1:16:03<00:00,  2.73it/s]
Epoch 0: |          | 12467/? [1:16:03<00:00,  2.73it/s]
Epoch 0: |          | 12467/? [1:16:03<00:00,  2.73it/s]
Epoch 0: |          | 12468/? [1:16:04<00:00,  2.73it/s]
Epoch 0: |          | 12468/? [1:16:04<00:00,  2.73it/s]
Epoch 0: |          | 12469/? [1:16:04<00:00,  2.73it/s]
Epoch 0: |          | 12469/? [1:16:04<00:00,  2.73it/s]
Epoch 0: |          | 12470/? [1:16:04<00:00,  2.73it/s]
Epoch 0: |          | 12470/? [1:16:04<00:00,  2.73it/s]
Epoch 0: |          | 12471/? [1:16:05<00:00,  2.73it/s]
Epoch 0: |          | 12471/? [1:16:05<00:00,  2.73it/s]
Epoch 0: |          | 12472/? [1:16:05<00:00,  2.73it/s]
Epoch 0: |          | 12472/? [1:16:05<00:00,  2.73it/s]
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Test results saved to /tmp/outputs/imagedream-sd21-shading/An_astronaut_riding_a_horse@20240112-105045/save
Loading Multiview Diffusion ...
Initializing Latent Diffusion Interface
time steps:  1000
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
making attention of type 'vanilla-xformers' with 512 in_channels
building MemoryEfficientAttnBlock with 512 in_channels...
Working with z of shape (1, 4, 32, 32) = 4096 dimensions.
making attention of type 'vanilla-xformers' with 512 in_channels
building MemoryEfficientAttnBlock with 512 in_channels...
Loaded Multiview Diffusion!
Using prompt [An astronaut riding a horse] and negative prompt [ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions]
Using view-dependent prompts [side]:[An astronaut riding a horse, side view] [front]:[An astronaut riding a horse, front view] [back]:[An astronaut riding a horse, back view] [overhead]:[An astronaut riding a horse, overhead view]
Using 16bit Automatic Mixed Precision (AMP)
GPU available: True (cuda), used: True
TPU available: False, using: 0 TPU cores
IPU available: False, using: 0 IPUs
HPU available: False, using: 0 HPUs
Missing logger folder: /src/lightning_logs
Restoring states from the checkpoint path at /tmp/outputs/imagedream-sd21-shading/An_astronaut_riding_a_horse@20240112-105045/ckpts/last.ckpt
LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]
Loaded model weights from the checkpoint at /tmp/outputs/imagedream-sd21-shading/An_astronaut_riding_a_horse@20240112-105045/ckpts/last.ckpt
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'predict_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.
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/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/loops/prediction_loop.py:252: predict returned None if it was on purpose, ignore this warning...
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Using xatlas to perform UV unwrapping, may take a while ...
Exporting textures ...
Perform UV padding on texture maps to avoid seams, may take a while ...
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Export assets saved to /tmp/outputs/imagedream-sd21-shading/An_astronaut_riding_a_horse@20240112-105045/save

Prediction

adirik/imagedream:8cae74eb2723bbb5ded70ba449b5b145ec82f1e0d5e9cc6b314b37fee7a10f80

Model

adirik/imagedream:8cae74eb

2endbtdblxjyzltm4esypjktmm

Status

Succeeded

Source

Web

Hardware

A40 (Large)

Total duration

77m 37s

Created

over 1 year ago by @zeke

Input

image
prompt: pineapple
shading
num_steps: 12500
guidance_scale: 5
negative_prompt: ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions

{
  "image": "https://replicate.delivery/pbxt/KRvcr09iYgcXw7Imht5AWwZ1tf7p7JpGmMXspHZ9cEEIEVFr/pineapple-no-bg.png",
  "prompt": "pineapple",
  "shading": true,
  "num_steps": 12500,
  "guidance_scale": 5,
  "negative_prompt": "ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions"
}

Install Replicate’s Node.js client library:

npm install replicate

Import and set up the client:

import Replicate from "replicate";
import fs from "node:fs";

const replicate = new Replicate({
  auth: process.env.REPLICATE_API_TOKEN,
});

Run adirik/imagedream using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "adirik/imagedream:8cae74eb2723bbb5ded70ba449b5b145ec82f1e0d5e9cc6b314b37fee7a10f80",
  {
    input: {
      image: "https://replicate.delivery/pbxt/KRvcr09iYgcXw7Imht5AWwZ1tf7p7JpGmMXspHZ9cEEIEVFr/pineapple-no-bg.png",
      prompt: "pineapple",
      shading: true,
      num_steps: 12500,
      guidance_scale: 5,
      negative_prompt: "ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions"
    }
  }
);

// To access the file URL:
console.log(output.url()); //=> "http://example.com"

// To write the file to disk:
fs.writeFile("my-image.png", output);

To learn more, take a look at the guide on getting started with Node.js.

Install Replicate’s Python client library:

pip install replicate

Import the client:

import replicate

Run adirik/imagedream using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "adirik/imagedream:8cae74eb2723bbb5ded70ba449b5b145ec82f1e0d5e9cc6b314b37fee7a10f80",
    input={
        "image": "https://replicate.delivery/pbxt/KRvcr09iYgcXw7Imht5AWwZ1tf7p7JpGmMXspHZ9cEEIEVFr/pineapple-no-bg.png",
        "prompt": "pineapple",
        "shading": True,
        "num_steps": 12500,
        "guidance_scale": 5,
        "negative_prompt": "ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions"
    }
)
print(output)

To learn more, take a look at the guide on getting started with Python.

Run adirik/imagedream using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

curl -s -X POST \
  -H "Authorization: Bearer $REPLICATE_API_TOKEN" \
  -H "Content-Type: application/json" \
  -H "Prefer: wait" \
  -d $'{
    "version": "adirik/imagedream:8cae74eb2723bbb5ded70ba449b5b145ec82f1e0d5e9cc6b314b37fee7a10f80",
    "input": {
      "image": "https://replicate.delivery/pbxt/KRvcr09iYgcXw7Imht5AWwZ1tf7p7JpGmMXspHZ9cEEIEVFr/pineapple-no-bg.png",
      "prompt": "pineapple",
      "shading": true,
      "num_steps": 12500,
      "guidance_scale": 5,
      "negative_prompt": "ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions"
    }
  }' \
  https://api.replicate.com/v1/predictions

To learn more, take a look at Replicate’s HTTP API reference docs.

Output

{
  "completed_at": "2024-02-22T19:54:19.253662Z",
  "created_at": "2024-02-22T18:36:42.615801Z",
  "data_removed": false,
  "error": null,
  "id": "2endbtdblxjyzltm4esypjktmm",
  "input": {
    "image": "https://replicate.delivery/pbxt/KRvcr09iYgcXw7Imht5AWwZ1tf7p7JpGmMXspHZ9cEEIEVFr/pineapple-no-bg.png",
    "prompt": "pineapple",
    "shading": true,
    "num_steps": 12500,
    "guidance_scale": 5,
    "negative_prompt": "ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions"
  },
  "logs": "Seed set to 1020468129\n[INFO] background removal...\nDownloading data from 'https://github.com/danielgatis/rembg/releases/download/v0.0.0/u2net.onnx' to file '/root/.u2net/u2net.onnx'.\n  0%|                                               | 0.00/176M [00:00<?, ?B/s]\n  1%|▎                                     | 1.22M/176M [00:00<00:14, 12.2MB/s]\n  2%|▊                                     | 4.01M/176M [00:00<00:08, 21.4MB/s]\n  6%|██▏                                   | 10.1M/176M [00:00<00:04, 39.5MB/s]\n 11%|████▎                                 | 19.9M/176M [00:00<00:02, 62.4MB/s]\n 17%|██████▍                               | 29.8M/176M [00:00<00:01, 75.8MB/s]\n 23%|████████▌                             | 39.7M/176M [00:00<00:01, 83.6MB/s]\n 28%|██████████▋                           | 49.6M/176M [00:00<00:01, 88.5MB/s]\n 34%|████████████▊                         | 59.4M/176M [00:00<00:01, 91.7MB/s]\n 39%|██████████████▉                       | 69.4M/176M [00:00<00:01, 94.3MB/s]\n 45%|█████████████████▏                    | 79.4M/176M [00:01<00:01, 96.1MB/s]\n 51%|███████████████████▎                  | 89.4M/176M [00:01<00:00, 97.2MB/s]\n 57%|█████████████████████▍                | 99.5M/176M [00:01<00:00, 98.3MB/s]\n 62%|████████████████████████▏              | 109M/176M [00:01<00:00, 98.6MB/s]\n 68%|██████████████████████████▍            | 119M/176M [00:01<00:00, 98.8MB/s]\n 73%|████████████████████████████▋          | 129M/176M [00:01<00:00, 98.9MB/s]\n 79%|██████████████████████████████▊        | 139M/176M [00:01<00:00, 99.4MB/s]\n 85%|█████████████████████████████████      | 149M/176M [00:01<00:00, 99.9MB/s]\n 91%|███████████████████████████████████▎   | 159M/176M [00:01<00:00, 99.6MB/s]\n 96%|█████████████████████████████████████▌ | 169M/176M [00:01<00:00, 99.9MB/s]\n0%|                                               | 0.00/176M [00:00<?, ?B/s]\n100%|███████████████████████████████████████| 176M/176M [00:00<00:00, 1.25TB/s]\n2024-02-22 18:40:36.507910302 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 719, index: 0, mask: {48, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.507914432 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 720, index: 1, mask: {1, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.507920082 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 721, index: 2, mask: {49, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.507952982 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 722, index: 3, mask: {2, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.507975172 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 723, index: 4, mask: {50, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.507987702 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 724, index: 5, mask: {3, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.508036742 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 725, index: 6, mask: {51, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.508058432 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 726, index: 7, mask: {4, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.508089902 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 727, index: 8, mask: {52, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.522510565 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 810, index: 91, mask: {46, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.522518965 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 808, index: 89, mask: {45, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.522526105 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 776, index: 57, mask: {29, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.522530375 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 790, index: 71, mask: {36, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.522547215 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 793, index: 74, mask: {85, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.530192436 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 811, index: 92, mask: {94, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.530216216 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 777, index: 58, mask: {77, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.531837581 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 740, index: 21, mask: {11, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.531918771 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 730, index: 11, mask: {6, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.534194066 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 794, index: 75, mask: {38, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.538192945 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 812, index: 93, mask: {47, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.542193195 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 744, index: 25, mask: {13, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.546193355 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 729, index: 10, mask: {53, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.546193215 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 813, index: 94, mask: {95, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.550194495 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 733, index: 14, mask: {55, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.554193624 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 732, index: 13, mask: {7, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.562229164 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 728, index: 9, mask: {5, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.522478835 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 791, index: 72, mask: {84, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.522494895 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 805, index: 86, mask: {91, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.562201995 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 739, index: 20, mask: {58, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.562192684 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 736, index: 17, mask: {9, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.522296135 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 741, index: 22, mask: {59, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.522309575 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 731, index: 12, mask: {54, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.522484575 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 804, index: 85, mask: {43, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.522520075 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 789, index: 70, mask: {83, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.578347153 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 807, index: 88, mask: {92, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.534189855 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 809, index: 90, mask: {93, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.586196094 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 792, index: 73, mask: {37, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.590252743 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 734, index: 15, mask: {8, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570374373 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 743, index: 24, mask: {60, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570387403 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 795, index: 76, mask: {86, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570398783 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 760, index: 41, mask: {21, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570424853 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 755, index: 36, mask: {66, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570433143 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 762, index: 43, mask: {22, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570450103 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 799, index: 80, mask: {88, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.578196344 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 746, index: 27, mask: {14, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570375163 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 737, index: 18, mask: {57, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570443213 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 759, index: 40, mask: {68, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.578226354 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 754, index: 35, mask: {18, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570397633 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 752, index: 33, mask: {17, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570420643 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 797, index: 78, mask: {87, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.578206594 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 753, index: 34, mask: {65, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570414273 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 766, index: 47, mask: {24, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570435453 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 771, index: 52, mask: {74, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570438323 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 798, index: 79, mask: {40, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570414073 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 757, index: 38, mask: {67, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570451083 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 773, index: 54, mask: {75, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570458343 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 763, index: 44, mask: {70, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570445583 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 768, index: 49, mask: {25, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570408473 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 796, index: 77, mask: {39, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.578217274 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 748, index: 29, mask: {15, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570468003 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 802, index: 83, mask: {42, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.578239003 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 761, index: 42, mask: {69, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570464213 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 769, index: 50, mask: {73, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.574191124 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 801, index: 82, mask: {89, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.578192154 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 788, index: 69, mask: {35, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.590245013 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 742, index: 23, mask: {12, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.578362193 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 806, index: 87, mask: {44, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570454003 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 772, index: 53, mask: {27, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570467313 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 774, index: 55, mask: {28, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570460783 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 800, index: 81, mask: {41, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570475303 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 765, index: 46, mask: {71, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570416823 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 764, index: 45, mask: {23, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570477653 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 770, index: 51, mask: {26, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570480923 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 775, index: 56, mask: {76, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570412723 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 751, index: 32, mask: {64, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570483883 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 803, index: 84, mask: {90, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570433303 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 758, index: 39, mask: {20, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570426913 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 767, index: 48, mask: {72, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.590221003 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 745, index: 26, mask: {61, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570394623 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 750, index: 31, mask: {16, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.570384473 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 756, index: 37, mask: {19, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.638211782 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 735, index: 16, mask: {56, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.622199402 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 749, index: 30, mask: {63, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.714218918 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 738, index: 19, mask: {10, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-02-22 18:40:36.646192261 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 747, index: 28, mask: {62, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\nLoading Multiview Diffusion ...\nInitializing Latent Diffusion Interface\ntime steps:  1000\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nmaking attention of type 'vanilla-xformers' with 512 in_channels\nbuilding MemoryEfficientAttnBlock with 512 in_channels...\nWorking with z of shape (1, 4, 32, 32) = 4096 dimensions.\nmaking attention of type 'vanilla-xformers' with 512 in_channels\nbuilding MemoryEfficientAttnBlock with 512 in_channels...\nLoaded Multiview Diffusion!\nUsing prompt [pineapple] and negative prompt [ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions]\nUsing view-dependent prompts [side]:[pineapple, side view] [front]:[pineapple, front view] [back]:[pineapple, back view] [overhead]:[pineapple, overhead view]\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_5m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_5m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.\nreturn register_model(fn_wrapper)\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_11m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_11m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.\nreturn register_model(fn_wrapper)\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.\nreturn register_model(fn_wrapper)\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_384 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected.\nreturn register_model(fn_wrapper)\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_512 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected.\nreturn register_model(fn_wrapper)\nUsing 16bit Automatic Mixed Precision (AMP)\nGPU available: True (cuda), used: True\nTPU available: False, using: 0 TPU cores\nIPU available: False, using: 0 IPUs\nHPU available: False, using: 0 HPUs\nYou are using a CUDA device ('NVIDIA A40') that has Tensor Cores. To properly utilize them, you should set `torch.set_float32_matmul_precision('medium' | 'high')` which will trade-off precision for performance. For more details, read https://pytorch.org/docs/stable/generated/torch.set_float32_matmul_precision.html#torch.set_float32_matmul_precision\nLOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]\n| Name       | Type                           | Params\n--------------------------------------------------------------\n0 | geometry   | ImplicitVolume                 | 12.6 M\n1 | material   | DiffuseWithPointLightMaterial  | 0\n2 | background | NeuralEnvironmentMapBackground | 448\n3 | renderer   | NeRFVolumeRenderer             | 0\n4 | guidance   | MultiviewDiffusionGuidance     | 2.0 B\n--------------------------------------------------------------\n12.6 M    Trainable params\n2.0 B     Non-trainable params\n2.0 B     Total params\n8,096.164 Total estimated model params size (MB)\nValidation results will be saved to /tmp/outputs/imagedream-sd21-shading/pineapple@20240222-184042/save\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'train_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'val_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.\nTraining: |          | 0/? [00:00<?, ?it/s]\nTraining: |          | 0/? [00:00<?, ?it/s]\nEpoch 0: |          | 0/? [00:00<?, ?it/s] \nEpoch 0: |          | 1/? [00:01<00:00,  0.71it/s]\nEpoch 0: |          | 1/? [00:01<00:00,  0.71it/s]\nEpoch 0: |          | 2/? [00:01<00:00,  1.04it/s]\nEpoch 0: |          | 2/? [00:01<00:00,  1.04it/s]\nEpoch 0: |          | 3/? [00:02<00:00,  1.21it/s]\nEpoch 0: |          | 3/? [00:02<00:00,  1.21it/s]\nEpoch 0: |          | 4/? [00:03<00:00,  1.32it/s]\nEpoch 0: |          | 4/? 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[01:05<00:00,  1.71it/s]\nEpoch 0: |          | 113/? [01:05<00:00,  1.71it/s]\nEpoch 0: |          | 114/? [01:06<00:00,  1.72it/s]\nEpoch 0: |          | 114/? [01:06<00:00,  1.72it/s]\nEpoch 0: |          | 115/? [01:07<00:00,  1.72it/s]\nEpoch 0: |          | 115/? [01:07<00:00,  1.72it/s]\nEpoch 0: |          | 116/? [01:07<00:00,  1.71it/s]\nEpoch 0: |          | 116/? [01:07<00:00,  1.71it/s]\nEpoch 0: |          | 117/? [01:08<00:00,  1.72it/s]\nEpoch 0: |          | 117/? [01:08<00:00,  1.72it/s]\nEpoch 0: |          | 118/? [01:08<00:00,  1.72it/s]\nEpoch 0: |          | 118/? [01:08<00:00,  1.72it/s]\nEpoch 0: |          | 119/? [01:09<00:00,  1.72it/s]\nEpoch 0: |          | 119/? [01:09<00:00,  1.72it/s]\nEpoch 0: |          | 120/? [01:09<00:00,  1.72it/s]\nEpoch 0: |          | 120/? [01:09<00:00,  1.72it/s]\nEpoch 0: |          | 121/? [01:10<00:00,  1.72it/s]\nEpoch 0: |          | 121/? [01:10<00:00,  1.72it/s]\nEpoch 0: |          | 122/? [01:11<00:00,  1.72it/s]\nEpoch 0: |          | 122/? [01:11<00:00,  1.72it/s]\nEpoch 0: |          | 123/? [01:11<00:00,  1.72it/s]\nEpoch 0: |          | 123/? [01:11<00:00,  1.72it/s]\nEpoch 0: |          | 124/? [01:12<00:00,  1.72it/s]\nEpoch 0: |          | 124/? [01:12<00:00,  1.72it/s]\nEpoch 0: |          | 125/? [01:12<00:00,  1.72it/s]\nEpoch 0: |          | 125/? [01:12<00:00,  1.72it/s]\nEpoch 0: |          | 126/? [01:13<00:00,  1.72it/s]\nEpoch 0: |          | 126/? [01:13<00:00,  1.72it/s]\nEpoch 0: |          | 127/? [01:13<00:00,  1.72it/s]\nEpoch 0: |          | 127/? [01:13<00:00,  1.72it/s]\nEpoch 0: |          | 128/? [01:14<00:00,  1.72it/s]\nEpoch 0: |          | 128/? [01:14<00:00,  1.72it/s]\nEpoch 0: |          | 129/? [01:14<00:00,  1.72it/s]\nEpoch 0: |          | 129/? [01:14<00:00,  1.72it/s]\nEpoch 0: |          | 130/? [01:15<00:00,  1.73it/s]\nEpoch 0: |          | 130/? [01:15<00:00,  1.73it/s]\nEpoch 0: |          | 131/? [01:15<00:00,  1.73it/s]\nEpoch 0: |          | 131/? [01:15<00:00,  1.73it/s]\nEpoch 0: |          | 132/? [01:16<00:00,  1.73it/s]\nEpoch 0: |          | 132/? [01:16<00:00,  1.73it/s]\nEpoch 0: |          | 133/? [01:17<00:00,  1.73it/s]\nEpoch 0: |          | 133/? [01:17<00:00,  1.73it/s]\nEpoch 0: |          | 134/? [01:17<00:00,  1.73it/s]\nEpoch 0: |          | 134/? [01:17<00:00,  1.73it/s]\nEpoch 0: |          | 135/? [01:18<00:00,  1.73it/s]\nEpoch 0: |          | 135/? [01:18<00:00,  1.73it/s]\nEpoch 0: |          | 136/? [01:18<00:00,  1.73it/s]\nEpoch 0: |          | 136/? [01:18<00:00,  1.73it/s]\nEpoch 0: |          | 137/? [01:19<00:00,  1.73it/s]\nEpoch 0: |          | 137/? [01:19<00:00,  1.73it/s]\nEpoch 0: |          | 138/? [01:19<00:00,  1.73it/s]\nEpoch 0: |          | 138/? [01:19<00:00,  1.73it/s]\nEpoch 0: |          | 139/? [01:20<00:00,  1.73it/s]\nEpoch 0: |          | 139/? [01:20<00:00,  1.73it/s]\nEpoch 0: |          | 140/? [01:20<00:00,  1.73it/s]\nEpoch 0: |          | 140/? [01:20<00:00,  1.73it/s]\nEpoch 0: |          | 141/? [01:21<00:00,  1.73it/s]\nEpoch 0: |          | 141/? [01:21<00:00,  1.73it/s]\nEpoch 0: |          | 142/? [01:21<00:00,  1.73it/s]\nEpoch 0: |          | 142/? [01:21<00:00,  1.73it/s]\nEpoch 0: |          | 143/? [01:22<00:00,  1.73it/s]\nEpoch 0: |          | 143/? [01:22<00:00,  1.73it/s]\nEpoch 0: |          | 144/? [01:23<00:00,  1.73it/s]\nEpoch 0: |          | 144/? [01:23<00:00,  1.73it/s]\nEpoch 0: |          | 145/? [01:23<00:00,  1.74it/s]\nEpoch 0: |          | 145/? [01:23<00:00,  1.74it/s]\nEpoch 0: |          | 146/? [01:24<00:00,  1.74it/s]\nEpoch 0: |          | 146/? [01:24<00:00,  1.74it/s]\nEpoch 0: |          | 147/? [01:24<00:00,  1.74it/s]\nEpoch 0: |          | 147/? [01:24<00:00,  1.74it/s]\nEpoch 0: |          | 148/? [01:25<00:00,  1.74it/s]\nEpoch 0: |          | 148/? [01:25<00:00,  1.74it/s]\nEpoch 0: |          | 149/? [01:25<00:00,  1.74it/s]\nEpoch 0: |          | 149/? [01:25<00:00,  1.74it/s]\nEpoch 0: |          | 150/? [01:26<00:00,  1.74it/s]\nEpoch 0: |          | 150/? [01:26<00:00,  1.74it/s]\nEpoch 0: |          | 151/? [01:26<00:00,  1.74it/s]\nEpoch 0: |          | 151/? [01:26<00:00,  1.74it/s]\nEpoch 0: |          | 152/? [01:27<00:00,  1.74it/s]\nEpoch 0: |          | 152/? [01:27<00:00,  1.74it/s]\nEpoch 0: |          | 153/? [01:28<00:00,  1.74it/s]\nEpoch 0: |          | 153/? [01:28<00:00,  1.74it/s]\nEpoch 0: |          | 154/? [01:28<00:00,  1.74it/s]\nEpoch 0: |          | 154/? [01:28<00:00,  1.74it/s]\nEpoch 0: |          | 155/? [01:29<00:00,  1.74it/s]\nEpoch 0: |          | 155/? [01:29<00:00,  1.74it/s]\nEpoch 0: |          | 156/? [01:29<00:00,  1.74it/s]\nEpoch 0: |          | 156/? [01:29<00:00,  1.74it/s]\nEpoch 0: |          | 157/? [01:30<00:00,  1.74it/s]\nEpoch 0: |          | 157/? [01:30<00:00,  1.74it/s]\nEpoch 0: |          | 158/? [01:30<00:00,  1.74it/s]\nEpoch 0: |          | 158/? [01:30<00:00,  1.74it/s]\nEpoch 0: |          | 159/? [01:31<00:00,  1.74it/s]\nEpoch 0: |          | 159/? [01:31<00:00,  1.74it/s]\nEpoch 0: |          | 160/? [01:31<00:00,  1.74it/s]\nEpoch 0: |          | 160/? [01:31<00:00,  1.74it/s]\nEpoch 0: |          | 161/? [01:32<00:00,  1.74it/s]\nEpoch 0: |          | 161/? [01:32<00:00,  1.74it/s]\nEpoch 0: |          | 162/? [01:33<00:00,  1.74it/s]\nEpoch 0: |          | 162/? [01:33<00:00,  1.74it/s]\nEpoch 0: |          | 163/? [01:33<00:00,  1.74it/s]\nEpoch 0: |          | 163/? [01:33<00:00,  1.74it/s]\nEpoch 0: |          | 164/? [01:34<00:00,  1.74it/s]\nEpoch 0: |          | 164/? [01:34<00:00,  1.74it/s]\nEpoch 0: |          | 165/? [01:34<00:00,  1.74it/s]\nEpoch 0: |          | 165/? [01:34<00:00,  1.74it/s]\nEpoch 0: |          | 166/? [01:35<00:00,  1.75it/s]\nEpoch 0: |          | 166/? [01:35<00:00,  1.75it/s]\nEpoch 0: |          | 167/? [01:35<00:00,  1.75it/s]\nEpoch 0: |          | 167/? [01:35<00:00,  1.75it/s]\nEpoch 0: |          | 168/? [01:36<00:00,  1.75it/s]\nEpoch 0: |          | 168/? [01:36<00:00,  1.75it/s]\nEpoch 0: |          | 169/? [01:36<00:00,  1.75it/s]\nEpoch 0: |          | 169/? [01:36<00:00,  1.75it/s]\nEpoch 0: |          | 170/? [01:37<00:00,  1.75it/s]\nEpoch 0: |          | 170/? [01:37<00:00,  1.75it/s]\nEpoch 0: |          | 171/? [01:37<00:00,  1.75it/s]\nEpoch 0: |          | 171/? [01:37<00:00,  1.75it/s]\nEpoch 0: |          | 172/? [01:38<00:00,  1.75it/s]\nEpoch 0: |          | 172/? [01:38<00:00,  1.75it/s]\nEpoch 0: |          | 173/? [01:38<00:00,  1.75it/s]\nEpoch 0: |          | 173/? [01:38<00:00,  1.75it/s]\nEpoch 0: |          | 174/? [01:39<00:00,  1.75it/s]\nEpoch 0: |          | 174/? [01:39<00:00,  1.75it/s]\nEpoch 0: |          | 175/? [01:39<00:00,  1.75it/s]\nEpoch 0: |          | 175/? [01:39<00:00,  1.75it/s]\nEpoch 0: |          | 176/? [01:40<00:00,  1.75it/s]\nEpoch 0: |          | 176/? [01:40<00:00,  1.75it/s]\nEpoch 0: |          | 177/? [01:40<00:00,  1.75it/s]\nEpoch 0: |          | 177/? [01:40<00:00,  1.75it/s]\nEpoch 0: |          | 178/? [01:41<00:00,  1.75it/s]\nEpoch 0: |          | 178/? [01:41<00:00,  1.75it/s]\nEpoch 0: |          | 179/? [01:41<00:00,  1.75it/s]\nEpoch 0: |          | 179/? [01:41<00:00,  1.75it/s]\nEpoch 0: |          | 180/? [01:42<00:00,  1.76it/s]\nEpoch 0: |          | 180/? [01:42<00:00,  1.76it/s]\nEpoch 0: |          | 181/? [01:43<00:00,  1.76it/s]\nEpoch 0: |          | 181/? [01:43<00:00,  1.76it/s]\nEpoch 0: |          | 182/? [01:43<00:00,  1.76it/s]\nEpoch 0: |          | 182/? [01:43<00:00,  1.76it/s]\nEpoch 0: |          | 183/? [01:44<00:00,  1.76it/s]\nEpoch 0: |          | 183/? [01:44<00:00,  1.76it/s]\nEpoch 0: |          | 184/? [01:44<00:00,  1.76it/s]\nEpoch 0: |          | 184/? [01:44<00:00,  1.76it/s]\nEpoch 0: |          | 185/? [01:45<00:00,  1.76it/s]\nEpoch 0: |          | 185/? [01:45<00:00,  1.76it/s]\nEpoch 0: |          | 186/? [01:45<00:00,  1.76it/s]\nEpoch 0: |          | 186/? [01:45<00:00,  1.76it/s]\nEpoch 0: |          | 187/? [01:46<00:00,  1.76it/s]\nEpoch 0: |          | 187/? [01:46<00:00,  1.76it/s]\nEpoch 0: |          | 188/? [01:46<00:00,  1.76it/s]\nEpoch 0: |          | 188/? [01:46<00:00,  1.76it/s]\nEpoch 0: |          | 189/? [01:47<00:00,  1.76it/s]\nEpoch 0: |          | 189/? [01:47<00:00,  1.76it/s]\nEpoch 0: |          | 190/? [01:47<00:00,  1.76it/s]\nEpoch 0: |          | 190/? [01:47<00:00,  1.76it/s]\nEpoch 0: |          | 191/? [01:48<00:00,  1.76it/s]\nEpoch 0: |          | 191/? [01:48<00:00,  1.76it/s]\nEpoch 0: |          | 192/? [01:48<00:00,  1.76it/s]\nEpoch 0: |          | 192/? [01:48<00:00,  1.76it/s]\nEpoch 0: |          | 193/? [01:49<00:00,  1.76it/s]\nEpoch 0: |          | 193/? [01:49<00:00,  1.76it/s]\nEpoch 0: |          | 194/? [01:49<00:00,  1.76it/s]\nEpoch 0: |          | 194/? [01:49<00:00,  1.76it/s]\nEpoch 0: |          | 195/? [01:50<00:00,  1.77it/s]\nEpoch 0: |          | 195/? [01:50<00:00,  1.77it/s]\nEpoch 0: |          | 196/? [01:50<00:00,  1.77it/s]\nEpoch 0: |          | 196/? [01:50<00:00,  1.77it/s]\nEpoch 0: |          | 197/? [01:51<00:00,  1.77it/s]\nEpoch 0: |          | 197/? [01:51<00:00,  1.77it/s]\nEpoch 0: |          | 198/? [01:52<00:00,  1.77it/s]\nEpoch 0: |          | 198/? [01:52<00:00,  1.77it/s]\nEpoch 0: |          | 199/? [01:52<00:00,  1.77it/s]\nEpoch 0: |          | 199/? [01:52<00:00,  1.77it/s]\nEpoch 0: |          | 200/? [01:53<00:00,  1.77it/s]\nEpoch 0: |          | 200/? [01:53<00:00,  1.77it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:01,  2.08it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  2.07it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:01<00:00,  2.11it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  2.09it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 200/? [01:55<00:00,  1.74it/s]\nEpoch 0: |          | 201/? [01:55<00:00,  1.74it/s]\nEpoch 0: |          | 201/? [01:55<00:00,  1.74it/s]\nEpoch 0: |          | 202/? [01:56<00:00,  1.74it/s]\nEpoch 0: |          | 202/? [01:56<00:00,  1.74it/s]\nEpoch 0: |          | 203/? [01:56<00:00,  1.74it/s]\nEpoch 0: |          | 203/? [01:56<00:00,  1.74it/s]\nEpoch 0: |          | 204/? [01:57<00:00,  1.74it/s]\nEpoch 0: |          | 204/? [01:57<00:00,  1.74it/s]\nEpoch 0: |          | 205/? [01:57<00:00,  1.74it/s]\nEpoch 0: |          | 205/? [01:57<00:00,  1.74it/s]\nEpoch 0: |          | 206/? [01:58<00:00,  1.74it/s]\nEpoch 0: |          | 206/? [01:58<00:00,  1.74it/s]\nEpoch 0: |          | 207/? [01:58<00:00,  1.74it/s]\nEpoch 0: |          | 207/? [01:58<00:00,  1.74it/s]\nEpoch 0: |          | 208/? [01:59<00:00,  1.74it/s]\nEpoch 0: |          | 208/? [01:59<00:00,  1.74it/s]\nEpoch 0: |          | 209/? [01:59<00:00,  1.75it/s]\nEpoch 0: |          | 209/? [01:59<00:00,  1.75it/s]\nEpoch 0: |          | 210/? [02:00<00:00,  1.75it/s]\nEpoch 0: |          | 210/? [02:00<00:00,  1.75it/s]\nEpoch 0: |          | 211/? [02:00<00:00,  1.75it/s]\nEpoch 0: |          | 211/? [02:00<00:00,  1.75it/s]\nEpoch 0: |          | 212/? [02:01<00:00,  1.75it/s]\nEpoch 0: |          | 212/? [02:01<00:00,  1.75it/s]\nEpoch 0: |          | 213/? [02:01<00:00,  1.75it/s]\nEpoch 0: |          | 213/? [02:01<00:00,  1.75it/s]\nEpoch 0: |          | 214/? [02:02<00:00,  1.75it/s]\nEpoch 0: |          | 214/? [02:02<00:00,  1.75it/s]\nEpoch 0: |          | 215/? [02:02<00:00,  1.75it/s]\nEpoch 0: |          | 215/? [02:02<00:00,  1.75it/s]\nEpoch 0: |          | 216/? [02:03<00:00,  1.75it/s]\nEpoch 0: |          | 216/? [02:03<00:00,  1.75it/s]\nEpoch 0: |          | 217/? [02:03<00:00,  1.75it/s]\nEpoch 0: |          | 217/? [02:03<00:00,  1.75it/s]\nEpoch 0: |          | 218/? [02:04<00:00,  1.75it/s]\nEpoch 0: |          | 218/? [02:04<00:00,  1.75it/s]\nEpoch 0: |          | 219/? [02:04<00:00,  1.75it/s]\nEpoch 0: |          | 219/? [02:04<00:00,  1.75it/s]\nEpoch 0: |          | 220/? [02:05<00:00,  1.76it/s]\nEpoch 0: |          | 220/? [02:05<00:00,  1.76it/s]\nEpoch 0: |          | 221/? [02:05<00:00,  1.76it/s]\nEpoch 0: |          | 221/? [02:05<00:00,  1.76it/s]\nEpoch 0: |          | 222/? [02:06<00:00,  1.76it/s]\nEpoch 0: |          | 222/? [02:06<00:00,  1.76it/s]\nEpoch 0: |          | 223/? [02:06<00:00,  1.76it/s]\nEpoch 0: |          | 223/? [02:06<00:00,  1.76it/s]\nEpoch 0: |          | 224/? [02:07<00:00,  1.76it/s]\nEpoch 0: |          | 224/? [02:07<00:00,  1.76it/s]\nEpoch 0: |          | 225/? [02:07<00:00,  1.76it/s]\nEpoch 0: |          | 225/? [02:07<00:00,  1.76it/s]\nEpoch 0: |          | 226/? [02:08<00:00,  1.76it/s]\nEpoch 0: |          | 226/? [02:08<00:00,  1.76it/s]\nEpoch 0: |          | 227/? [02:08<00:00,  1.76it/s]\nEpoch 0: |          | 227/? [02:08<00:00,  1.76it/s]\nEpoch 0: |          | 228/? [02:09<00:00,  1.76it/s]\nEpoch 0: |          | 228/? [02:09<00:00,  1.76it/s]\nEpoch 0: |          | 229/? [02:09<00:00,  1.76it/s]\nEpoch 0: |          | 229/? [02:09<00:00,  1.76it/s]\nEpoch 0: |          | 230/? [02:10<00:00,  1.77it/s]\nEpoch 0: |          | 230/? [02:10<00:00,  1.77it/s]\nEpoch 0: |          | 231/? [02:10<00:00,  1.77it/s]\nEpoch 0: |          | 231/? [02:10<00:00,  1.77it/s]\nEpoch 0: |          | 232/? [02:11<00:00,  1.77it/s]\nEpoch 0: |          | 232/? [02:11<00:00,  1.77it/s]\nEpoch 0: |          | 233/? [02:11<00:00,  1.77it/s]\nEpoch 0: |          | 233/? [02:11<00:00,  1.77it/s]\nEpoch 0: |          | 234/? [02:12<00:00,  1.77it/s]\nEpoch 0: |          | 234/? [02:12<00:00,  1.77it/s]\nEpoch 0: |          | 235/? [02:12<00:00,  1.77it/s]\nEpoch 0: |          | 235/? [02:12<00:00,  1.77it/s]\nEpoch 0: |          | 236/? [02:13<00:00,  1.77it/s]\nEpoch 0: |          | 236/? [02:13<00:00,  1.77it/s]\nEpoch 0: |          | 237/? [02:13<00:00,  1.77it/s]\nEpoch 0: |          | 237/? [02:13<00:00,  1.77it/s]\nEpoch 0: |          | 238/? [02:14<00:00,  1.77it/s]\nEpoch 0: |          | 238/? [02:14<00:00,  1.77it/s]\nEpoch 0: |          | 239/? [02:14<00:00,  1.77it/s]\nEpoch 0: |          | 239/? [02:14<00:00,  1.77it/s]\nEpoch 0: |          | 240/? [02:15<00:00,  1.77it/s]\nEpoch 0: |          | 240/? [02:15<00:00,  1.77it/s]\nEpoch 0: |          | 241/? [02:15<00:00,  1.78it/s]\nEpoch 0: |          | 241/? [02:15<00:00,  1.78it/s]\nEpoch 0: |          | 242/? [02:16<00:00,  1.78it/s]\nEpoch 0: |          | 242/? [02:16<00:00,  1.78it/s]\nEpoch 0: |          | 243/? [02:16<00:00,  1.78it/s]\nEpoch 0: |          | 243/? [02:16<00:00,  1.78it/s]\nEpoch 0: |          | 244/? [02:17<00:00,  1.78it/s]\nEpoch 0: |          | 244/? [02:17<00:00,  1.78it/s]\nEpoch 0: |          | 245/? [02:17<00:00,  1.78it/s]\nEpoch 0: |          | 245/? [02:17<00:00,  1.78it/s]\nEpoch 0: |          | 246/? [02:18<00:00,  1.78it/s]\nEpoch 0: |          | 246/? [02:18<00:00,  1.78it/s]\nEpoch 0: |          | 247/? [02:18<00:00,  1.78it/s]\nEpoch 0: |          | 247/? [02:18<00:00,  1.78it/s]\nEpoch 0: |          | 248/? [02:19<00:00,  1.78it/s]\nEpoch 0: |          | 248/? [02:19<00:00,  1.78it/s]\nEpoch 0: |          | 249/? [02:19<00:00,  1.78it/s]\nEpoch 0: |          | 249/? [02:19<00:00,  1.78it/s]\nEpoch 0: |          | 250/? [02:20<00:00,  1.79it/s]\nEpoch 0: |          | 250/? [02:20<00:00,  1.79it/s]\nEpoch 0: |          | 251/? [02:20<00:00,  1.79it/s]\nEpoch 0: |          | 251/? [02:20<00:00,  1.79it/s]\nEpoch 0: |          | 252/? [02:20<00:00,  1.79it/s]\nEpoch 0: |          | 252/? [02:20<00:00,  1.79it/s]\nEpoch 0: |          | 253/? [02:21<00:00,  1.79it/s]\nEpoch 0: |          | 253/? [02:21<00:00,  1.79it/s]\nEpoch 0: |          | 254/? [02:21<00:00,  1.79it/s]\nEpoch 0: |          | 254/? [02:21<00:00,  1.79it/s]\nEpoch 0: |          | 255/? [02:22<00:00,  1.79it/s]\nEpoch 0: |          | 255/? [02:22<00:00,  1.79it/s]\nEpoch 0: |          | 256/? [02:22<00:00,  1.79it/s]\nEpoch 0: |          | 256/? [02:22<00:00,  1.79it/s]\nEpoch 0: |          | 257/? [02:23<00:00,  1.79it/s]\nEpoch 0: |          | 257/? [02:23<00:00,  1.79it/s]\nEpoch 0: |          | 258/? [02:23<00:00,  1.79it/s]\nEpoch 0: |          | 258/? [02:23<00:00,  1.79it/s]\nEpoch 0: |          | 259/? [02:24<00:00,  1.80it/s]\nEpoch 0: |          | 259/? [02:24<00:00,  1.80it/s]\nEpoch 0: |          | 260/? [02:24<00:00,  1.80it/s]\nEpoch 0: |          | 260/? [02:24<00:00,  1.80it/s]\nEpoch 0: |          | 261/? [02:25<00:00,  1.80it/s]\nEpoch 0: |          | 261/? [02:25<00:00,  1.80it/s]\nEpoch 0: |          | 262/? [02:25<00:00,  1.80it/s]\nEpoch 0: |          | 262/? [02:25<00:00,  1.80it/s]\nEpoch 0: |          | 263/? [02:26<00:00,  1.80it/s]\nEpoch 0: |          | 263/? [02:26<00:00,  1.80it/s]\nEpoch 0: |          | 264/? [02:26<00:00,  1.80it/s]\nEpoch 0: |          | 264/? [02:26<00:00,  1.80it/s]\nEpoch 0: |          | 265/? [02:27<00:00,  1.80it/s]\nEpoch 0: |          | 265/? [02:27<00:00,  1.80it/s]\nEpoch 0: |          | 266/? [02:27<00:00,  1.80it/s]\nEpoch 0: |          | 266/? [02:27<00:00,  1.80it/s]\nEpoch 0: |          | 267/? [02:27<00:00,  1.80it/s]\nEpoch 0: |          | 267/? [02:27<00:00,  1.80it/s]\nEpoch 0: |          | 268/? [02:28<00:00,  1.81it/s]\nEpoch 0: |          | 268/? [02:28<00:00,  1.81it/s]\nEpoch 0: |          | 269/? [02:28<00:00,  1.81it/s]\nEpoch 0: |          | 269/? [02:28<00:00,  1.81it/s]\nEpoch 0: |          | 270/? [02:29<00:00,  1.81it/s]\nEpoch 0: |          | 270/? [02:29<00:00,  1.81it/s]\nEpoch 0: |          | 271/? [02:29<00:00,  1.81it/s]\nEpoch 0: |          | 271/? [02:29<00:00,  1.81it/s]\nEpoch 0: |          | 272/? [02:30<00:00,  1.81it/s]\nEpoch 0: |          | 272/? [02:30<00:00,  1.81it/s]\nEpoch 0: |          | 273/? [02:30<00:00,  1.81it/s]\nEpoch 0: |          | 273/? [02:30<00:00,  1.81it/s]\nEpoch 0: |          | 274/? [02:31<00:00,  1.81it/s]\nEpoch 0: |          | 274/? [02:31<00:00,  1.81it/s]\nEpoch 0: |          | 275/? [02:31<00:00,  1.81it/s]\nEpoch 0: |          | 275/? [02:31<00:00,  1.81it/s]\nEpoch 0: |          | 276/? [02:32<00:00,  1.81it/s]\nEpoch 0: |          | 276/? [02:32<00:00,  1.81it/s]\nEpoch 0: |          | 277/? [02:32<00:00,  1.82it/s]\nEpoch 0: |          | 277/? [02:32<00:00,  1.82it/s]\nEpoch 0: |          | 278/? [02:32<00:00,  1.82it/s]\nEpoch 0: |          | 278/? [02:32<00:00,  1.82it/s]\nEpoch 0: |          | 279/? [02:33<00:00,  1.82it/s]\nEpoch 0: |          | 279/? [02:33<00:00,  1.82it/s]\nEpoch 0: |          | 280/? [02:33<00:00,  1.82it/s]\nEpoch 0: |          | 280/? [02:33<00:00,  1.82it/s]\nEpoch 0: |          | 281/? [02:34<00:00,  1.82it/s]\nEpoch 0: |          | 281/? [02:34<00:00,  1.82it/s]\nEpoch 0: |          | 282/? [02:34<00:00,  1.82it/s]\nEpoch 0: |          | 282/? [02:34<00:00,  1.82it/s]\nEpoch 0: |          | 283/? [02:35<00:00,  1.82it/s]\nEpoch 0: |          | 283/? [02:35<00:00,  1.82it/s]\nEpoch 0: |          | 284/? [02:35<00:00,  1.82it/s]\nEpoch 0: |          | 284/? [02:35<00:00,  1.82it/s]\nEpoch 0: |          | 285/? [02:36<00:00,  1.82it/s]\nEpoch 0: |          | 285/? [02:36<00:00,  1.82it/s]\nEpoch 0: |          | 286/? [02:36<00:00,  1.83it/s]\nEpoch 0: |          | 286/? [02:36<00:00,  1.83it/s]\nEpoch 0: |          | 287/? [02:37<00:00,  1.83it/s]\nEpoch 0: |          | 287/? [02:37<00:00,  1.83it/s]\nEpoch 0: |          | 288/? [02:37<00:00,  1.83it/s]\nEpoch 0: |          | 288/? [02:37<00:00,  1.83it/s]\nEpoch 0: |          | 289/? [02:38<00:00,  1.83it/s]\nEpoch 0: |          | 289/? [02:38<00:00,  1.83it/s]\nEpoch 0: |          | 290/? [02:38<00:00,  1.83it/s]\nEpoch 0: |          | 290/? [02:38<00:00,  1.83it/s]\nEpoch 0: |          | 291/? [02:38<00:00,  1.83it/s]\nEpoch 0: |          | 291/? [02:38<00:00,  1.83it/s]\nEpoch 0: |          | 292/? [02:39<00:00,  1.83it/s]\nEpoch 0: |          | 292/? [02:39<00:00,  1.83it/s]\nEpoch 0: |          | 293/? [02:39<00:00,  1.83it/s]\nEpoch 0: |          | 293/? [02:39<00:00,  1.83it/s]\nEpoch 0: |          | 294/? [02:40<00:00,  1.83it/s]\nEpoch 0: |          | 294/? [02:40<00:00,  1.83it/s]\nEpoch 0: |          | 295/? [02:40<00:00,  1.84it/s]\nEpoch 0: |          | 295/? [02:40<00:00,  1.84it/s]\nEpoch 0: |          | 296/? [02:41<00:00,  1.84it/s]\nEpoch 0: |          | 296/? [02:41<00:00,  1.84it/s]\nEpoch 0: |          | 297/? [02:41<00:00,  1.84it/s]\nEpoch 0: |          | 297/? [02:41<00:00,  1.84it/s]\nEpoch 0: |          | 298/? [02:41<00:00,  1.84it/s]\nEpoch 0: |          | 298/? [02:41<00:00,  1.84it/s]\nEpoch 0: |          | 299/? [02:42<00:00,  1.84it/s]\nEpoch 0: |          | 299/? [02:42<00:00,  1.84it/s]\nEpoch 0: |          | 300/? [02:42<00:00,  1.84it/s]\nEpoch 0: |          | 300/? [02:42<00:00,  1.84it/s]\nEpoch 0: |          | 301/? [02:43<00:00,  1.84it/s]\nEpoch 0: |          | 301/? [02:43<00:00,  1.84it/s]\nEpoch 0: |          | 302/? [02:43<00:00,  1.84it/s]\nEpoch 0: |          | 302/? [02:43<00:00,  1.84it/s]\nEpoch 0: |          | 303/? [02:44<00:00,  1.85it/s]\nEpoch 0: |          | 303/? [02:44<00:00,  1.85it/s]\nEpoch 0: |          | 304/? [02:44<00:00,  1.85it/s]\nEpoch 0: |          | 304/? [02:44<00:00,  1.85it/s]\nEpoch 0: |          | 305/? [02:45<00:00,  1.85it/s]\nEpoch 0: |          | 305/? [02:45<00:00,  1.85it/s]\nEpoch 0: |          | 306/? [02:45<00:00,  1.85it/s]\nEpoch 0: |          | 306/? [02:45<00:00,  1.85it/s]\nEpoch 0: |          | 307/? [02:45<00:00,  1.85it/s]\nEpoch 0: |          | 307/? [02:45<00:00,  1.85it/s]\nEpoch 0: |          | 308/? [02:46<00:00,  1.85it/s]\nEpoch 0: |          | 308/? [02:46<00:00,  1.85it/s]\nEpoch 0: |          | 309/? [02:46<00:00,  1.85it/s]\nEpoch 0: |          | 309/? [02:46<00:00,  1.85it/s]\nEpoch 0: |          | 310/? [02:47<00:00,  1.85it/s]\nEpoch 0: |          | 310/? [02:47<00:00,  1.85it/s]\nEpoch 0: |          | 311/? [02:47<00:00,  1.85it/s]\nEpoch 0: |          | 311/? [02:47<00:00,  1.85it/s]\nEpoch 0: |          | 312/? [02:48<00:00,  1.86it/s]\nEpoch 0: |          | 312/? [02:48<00:00,  1.86it/s]\nEpoch 0: |          | 313/? [02:48<00:00,  1.86it/s]\nEpoch 0: |          | 313/? [02:48<00:00,  1.86it/s]\nEpoch 0: |          | 314/? [02:49<00:00,  1.86it/s]\nEpoch 0: |          | 314/? [02:49<00:00,  1.86it/s]\nEpoch 0: |          | 315/? [02:49<00:00,  1.86it/s]\nEpoch 0: |          | 315/? [02:49<00:00,  1.86it/s]\nEpoch 0: |          | 316/? [02:49<00:00,  1.86it/s]\nEpoch 0: |          | 316/? [02:49<00:00,  1.86it/s]\nEpoch 0: |          | 317/? [02:50<00:00,  1.86it/s]\nEpoch 0: |          | 317/? [02:50<00:00,  1.86it/s]\nEpoch 0: |          | 318/? [02:50<00:00,  1.86it/s]\nEpoch 0: |          | 318/? [02:50<00:00,  1.86it/s]\nEpoch 0: |          | 319/? [02:51<00:00,  1.86it/s]\nEpoch 0: |          | 319/? [02:51<00:00,  1.86it/s]\nEpoch 0: |          | 320/? [02:51<00:00,  1.86it/s]\nEpoch 0: |          | 320/? [02:51<00:00,  1.86it/s]\nEpoch 0: |          | 321/? [02:52<00:00,  1.86it/s]\nEpoch 0: |          | 321/? [02:52<00:00,  1.86it/s]\nEpoch 0: |          | 322/? [02:52<00:00,  1.87it/s]\nEpoch 0: |          | 322/? [02:52<00:00,  1.87it/s]\nEpoch 0: |          | 323/? [02:52<00:00,  1.87it/s]\nEpoch 0: |          | 323/? [02:52<00:00,  1.87it/s]\nEpoch 0: |          | 324/? [02:53<00:00,  1.87it/s]\nEpoch 0: |          | 324/? [02:53<00:00,  1.87it/s]\nEpoch 0: |          | 325/? [02:53<00:00,  1.87it/s]\nEpoch 0: |          | 325/? [02:53<00:00,  1.87it/s]\nEpoch 0: |          | 326/? [02:54<00:00,  1.87it/s]\nEpoch 0: |          | 326/? [02:54<00:00,  1.87it/s]\nEpoch 0: |          | 327/? [02:54<00:00,  1.87it/s]\nEpoch 0: |          | 327/? [02:54<00:00,  1.87it/s]\nEpoch 0: |          | 328/? [02:55<00:00,  1.87it/s]\nEpoch 0: |          | 328/? [02:55<00:00,  1.87it/s]\nEpoch 0: |          | 329/? [02:55<00:00,  1.87it/s]\nEpoch 0: |          | 329/? [02:55<00:00,  1.87it/s]\nEpoch 0: |          | 330/? [02:56<00:00,  1.87it/s]\nEpoch 0: |          | 330/? [02:56<00:00,  1.87it/s]\nEpoch 0: |          | 331/? [02:56<00:00,  1.88it/s]\nEpoch 0: |          | 331/? [02:56<00:00,  1.88it/s]\nEpoch 0: |          | 332/? [02:56<00:00,  1.88it/s]\nEpoch 0: |          | 332/? [02:56<00:00,  1.88it/s]\nEpoch 0: |          | 333/? [02:57<00:00,  1.88it/s]\nEpoch 0: |          | 333/? [02:57<00:00,  1.88it/s]\nEpoch 0: |          | 334/? [02:57<00:00,  1.88it/s]\nEpoch 0: |          | 334/? [02:57<00:00,  1.88it/s]\nEpoch 0: |          | 335/? [02:58<00:00,  1.88it/s]\nEpoch 0: |          | 335/? [02:58<00:00,  1.88it/s]\nEpoch 0: |          | 336/? [02:58<00:00,  1.88it/s]\nEpoch 0: |          | 336/? [02:58<00:00,  1.88it/s]\nEpoch 0: |          | 337/? [02:59<00:00,  1.88it/s]\nEpoch 0: |          | 337/? [02:59<00:00,  1.88it/s]\nEpoch 0: |          | 338/? [02:59<00:00,  1.88it/s]\nEpoch 0: |          | 338/? [02:59<00:00,  1.88it/s]\nEpoch 0: |          | 339/? [02:59<00:00,  1.88it/s]\nEpoch 0: |          | 339/? [02:59<00:00,  1.88it/s]\nEpoch 0: |          | 340/? [03:00<00:00,  1.88it/s]\nEpoch 0: |          | 340/? [03:00<00:00,  1.88it/s]\nEpoch 0: |          | 341/? [03:00<00:00,  1.89it/s]\nEpoch 0: |          | 341/? [03:00<00:00,  1.89it/s]\nEpoch 0: |          | 342/? [03:01<00:00,  1.89it/s]\nEpoch 0: |          | 342/? [03:01<00:00,  1.89it/s]\nEpoch 0: |          | 343/? [03:01<00:00,  1.89it/s]\nEpoch 0: |          | 343/? [03:01<00:00,  1.89it/s]\nEpoch 0: |          | 344/? [03:02<00:00,  1.89it/s]\nEpoch 0: |          | 344/? [03:02<00:00,  1.89it/s]\nEpoch 0: |          | 345/? [03:02<00:00,  1.89it/s]\nEpoch 0: |          | 345/? [03:02<00:00,  1.89it/s]\nEpoch 0: |          | 346/? [03:03<00:00,  1.89it/s]\nEpoch 0: |          | 346/? [03:03<00:00,  1.89it/s]\nEpoch 0: |          | 347/? [03:03<00:00,  1.89it/s]\nEpoch 0: |          | 347/? [03:03<00:00,  1.89it/s]\nEpoch 0: |          | 348/? [03:03<00:00,  1.89it/s]\nEpoch 0: |          | 348/? [03:03<00:00,  1.89it/s]\nEpoch 0: |          | 349/? [03:04<00:00,  1.89it/s]\nEpoch 0: |          | 349/? [03:04<00:00,  1.89it/s]\nEpoch 0: |          | 350/? [03:04<00:00,  1.89it/s]\nEpoch 0: |          | 350/? [03:04<00:00,  1.89it/s]\nEpoch 0: |          | 351/? [03:05<00:00,  1.90it/s]\nEpoch 0: |          | 351/? [03:05<00:00,  1.90it/s]\nEpoch 0: |          | 352/? [03:05<00:00,  1.90it/s]\nEpoch 0: |          | 352/? [03:05<00:00,  1.90it/s]\nEpoch 0: |          | 353/? [03:06<00:00,  1.90it/s]\nEpoch 0: |          | 353/? [03:06<00:00,  1.90it/s]\nEpoch 0: |          | 354/? [03:06<00:00,  1.90it/s]\nEpoch 0: |          | 354/? [03:06<00:00,  1.90it/s]\nEpoch 0: |          | 355/? [03:06<00:00,  1.90it/s]\nEpoch 0: |          | 355/? [03:06<00:00,  1.90it/s]\nEpoch 0: |          | 356/? [03:07<00:00,  1.90it/s]\nEpoch 0: |          | 356/? [03:07<00:00,  1.90it/s]\nEpoch 0: |          | 357/? [03:07<00:00,  1.90it/s]\nEpoch 0: |          | 357/? [03:07<00:00,  1.90it/s]\nEpoch 0: |          | 358/? [03:08<00:00,  1.90it/s]\nEpoch 0: |          | 358/? [03:08<00:00,  1.90it/s]\nEpoch 0: |          | 359/? [03:08<00:00,  1.90it/s]\nEpoch 0: |          | 359/? [03:08<00:00,  1.90it/s]\nEpoch 0: |          | 360/? [03:09<00:00,  1.90it/s]\nEpoch 0: |          | 360/? [03:09<00:00,  1.90it/s]\nEpoch 0: |          | 361/? [03:09<00:00,  1.90it/s]\nEpoch 0: |          | 361/? [03:09<00:00,  1.90it/s]\nEpoch 0: |          | 362/? [03:09<00:00,  1.91it/s]\nEpoch 0: |          | 362/? [03:09<00:00,  1.91it/s]\nEpoch 0: |          | 363/? [03:10<00:00,  1.91it/s]\nEpoch 0: |          | 363/? [03:10<00:00,  1.91it/s]\nEpoch 0: |          | 364/? [03:10<00:00,  1.91it/s]\nEpoch 0: |          | 364/? [03:10<00:00,  1.91it/s]\nEpoch 0: |          | 365/? [03:11<00:00,  1.91it/s]\nEpoch 0: |          | 365/? [03:11<00:00,  1.91it/s]\nEpoch 0: |          | 366/? [03:11<00:00,  1.91it/s]\nEpoch 0: |          | 366/? [03:11<00:00,  1.91it/s]\nEpoch 0: |          | 367/? [03:12<00:00,  1.91it/s]\nEpoch 0: |          | 367/? [03:12<00:00,  1.91it/s]\nEpoch 0: |          | 368/? [03:12<00:00,  1.91it/s]\nEpoch 0: |          | 368/? [03:12<00:00,  1.91it/s]\nEpoch 0: |          | 369/? [03:13<00:00,  1.91it/s]\nEpoch 0: |          | 369/? [03:13<00:00,  1.91it/s]\nEpoch 0: |          | 370/? [03:13<00:00,  1.91it/s]\nEpoch 0: |          | 370/? [03:13<00:00,  1.91it/s]\nEpoch 0: |          | 371/? [03:13<00:00,  1.91it/s]\nEpoch 0: |          | 371/? [03:13<00:00,  1.91it/s]\nEpoch 0: |          | 372/? [03:14<00:00,  1.91it/s]\nEpoch 0: |          | 372/? [03:14<00:00,  1.91it/s]\nEpoch 0: |          | 373/? [03:14<00:00,  1.91it/s]\nEpoch 0: |          | 373/? [03:14<00:00,  1.91it/s]\nEpoch 0: |          | 374/? [03:15<00:00,  1.92it/s]\nEpoch 0: |          | 374/? [03:15<00:00,  1.92it/s]\nEpoch 0: |          | 375/? [03:15<00:00,  1.92it/s]\nEpoch 0: |          | 375/? [03:15<00:00,  1.92it/s]\nEpoch 0: |          | 376/? [03:16<00:00,  1.92it/s]\nEpoch 0: |          | 376/? [03:16<00:00,  1.92it/s]\nEpoch 0: |          | 377/? [03:16<00:00,  1.92it/s]\nEpoch 0: |          | 377/? [03:16<00:00,  1.92it/s]\nEpoch 0: |          | 378/? [03:16<00:00,  1.92it/s]\nEpoch 0: |          | 378/? [03:16<00:00,  1.92it/s]\nEpoch 0: |          | 379/? [03:17<00:00,  1.92it/s]\nEpoch 0: |          | 379/? [03:17<00:00,  1.92it/s]\nEpoch 0: |          | 380/? [03:17<00:00,  1.92it/s]\nEpoch 0: |          | 380/? [03:17<00:00,  1.92it/s]\nEpoch 0: |          | 381/? [03:18<00:00,  1.92it/s]\nEpoch 0: |          | 381/? [03:18<00:00,  1.92it/s]\nEpoch 0: |          | 382/? [03:18<00:00,  1.92it/s]\nEpoch 0: |          | 382/? [03:18<00:00,  1.92it/s]\nEpoch 0: |          | 383/? [03:19<00:00,  1.92it/s]\nEpoch 0: |          | 383/? [03:19<00:00,  1.92it/s]\nEpoch 0: |          | 384/? [03:19<00:00,  1.92it/s]\nEpoch 0: |          | 384/? [03:19<00:00,  1.92it/s]\nEpoch 0: |          | 385/? [03:19<00:00,  1.93it/s]\nEpoch 0: |          | 385/? [03:19<00:00,  1.93it/s]\nEpoch 0: |          | 386/? [03:20<00:00,  1.93it/s]\nEpoch 0: |          | 386/? [03:20<00:00,  1.93it/s]\nEpoch 0: |          | 387/? [03:20<00:00,  1.93it/s]\nEpoch 0: |          | 387/? [03:20<00:00,  1.93it/s]\nEpoch 0: |          | 388/? [03:21<00:00,  1.93it/s]\nEpoch 0: |          | 388/? [03:21<00:00,  1.93it/s]\nEpoch 0: |          | 389/? [03:21<00:00,  1.93it/s]\nEpoch 0: |          | 389/? [03:21<00:00,  1.93it/s]\nEpoch 0: |          | 390/? [03:22<00:00,  1.93it/s]\nEpoch 0: |          | 390/? [03:22<00:00,  1.93it/s]\nEpoch 0: |          | 391/? [03:22<00:00,  1.93it/s]\nEpoch 0: |          | 391/? [03:22<00:00,  1.93it/s]\nEpoch 0: |          | 392/? [03:22<00:00,  1.93it/s]\nEpoch 0: |          | 392/? [03:22<00:00,  1.93it/s]\nEpoch 0: |          | 393/? [03:23<00:00,  1.93it/s]\nEpoch 0: |          | 393/? [03:23<00:00,  1.93it/s]\nEpoch 0: |          | 394/? [03:23<00:00,  1.93it/s]\nEpoch 0: |          | 394/? [03:23<00:00,  1.93it/s]\nEpoch 0: |          | 395/? [03:24<00:00,  1.93it/s]\nEpoch 0: |          | 395/? [03:24<00:00,  1.93it/s]\nEpoch 0: |          | 396/? [03:24<00:00,  1.93it/s]\nEpoch 0: |          | 396/? [03:24<00:00,  1.93it/s]\nEpoch 0: |          | 397/? [03:25<00:00,  1.94it/s]\nEpoch 0: |          | 397/? [03:25<00:00,  1.94it/s]\nEpoch 0: |          | 398/? [03:25<00:00,  1.94it/s]\nEpoch 0: |          | 398/? [03:25<00:00,  1.94it/s]\nEpoch 0: |          | 399/? [03:25<00:00,  1.94it/s]\nEpoch 0: |          | 399/? [03:25<00:00,  1.94it/s]\nEpoch 0: |          | 400/? [03:26<00:00,  1.94it/s]\nEpoch 0: |          | 400/? [03:26<00:00,  1.94it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  3.60it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  3.46it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  3.49it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  3.44it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 400/? [03:27<00:00,  1.93it/s]\nEpoch 0: |          | 401/? [03:28<00:00,  1.93it/s]\nEpoch 0: |          | 401/? [03:28<00:00,  1.93it/s]\nEpoch 0: |          | 402/? [03:28<00:00,  1.93it/s]\nEpoch 0: |          | 402/? [03:28<00:00,  1.93it/s]\nEpoch 0: |          | 403/? [03:28<00:00,  1.93it/s]\nEpoch 0: |          | 403/? [03:28<00:00,  1.93it/s]\nEpoch 0: |          | 404/? [03:29<00:00,  1.93it/s]\nEpoch 0: |          | 404/? [03:29<00:00,  1.93it/s]\nEpoch 0: |          | 405/? [03:29<00:00,  1.93it/s]\nEpoch 0: |          | 405/? [03:29<00:00,  1.93it/s]\nEpoch 0: |          | 406/? [03:30<00:00,  1.93it/s]\nEpoch 0: |          | 406/? [03:30<00:00,  1.93it/s]\nEpoch 0: |          | 407/? [03:30<00:00,  1.93it/s]\nEpoch 0: |          | 407/? [03:30<00:00,  1.93it/s]\nEpoch 0: |          | 408/? [03:31<00:00,  1.93it/s]\nEpoch 0: |          | 408/? [03:31<00:00,  1.93it/s]\nEpoch 0: |          | 409/? [03:31<00:00,  1.93it/s]\nEpoch 0: |          | 409/? [03:31<00:00,  1.93it/s]\nEpoch 0: |          | 410/? [03:31<00:00,  1.93it/s]\nEpoch 0: |          | 410/? [03:31<00:00,  1.93it/s]\nEpoch 0: |          | 411/? [03:32<00:00,  1.94it/s]\nEpoch 0: |          | 411/? [03:32<00:00,  1.94it/s]\nEpoch 0: |          | 412/? [03:32<00:00,  1.94it/s]\nEpoch 0: |          | 412/? [03:32<00:00,  1.94it/s]\nEpoch 0: |          | 413/? [03:33<00:00,  1.94it/s]\nEpoch 0: |          | 413/? [03:33<00:00,  1.94it/s]\nEpoch 0: |          | 414/? [03:33<00:00,  1.94it/s]\nEpoch 0: |          | 414/? [03:33<00:00,  1.94it/s]\nEpoch 0: |          | 415/? [03:34<00:00,  1.94it/s]\nEpoch 0: |          | 415/? [03:34<00:00,  1.94it/s]\nEpoch 0: |          | 416/? [03:34<00:00,  1.94it/s]\nEpoch 0: |          | 416/? [03:34<00:00,  1.94it/s]\nEpoch 0: |          | 417/? [03:34<00:00,  1.94it/s]\nEpoch 0: |          | 417/? [03:34<00:00,  1.94it/s]\nEpoch 0: |          | 418/? [03:35<00:00,  1.94it/s]\nEpoch 0: |          | 418/? [03:35<00:00,  1.94it/s]\nEpoch 0: |          | 419/? [03:35<00:00,  1.94it/s]\nEpoch 0: |          | 419/? [03:35<00:00,  1.94it/s]\nEpoch 0: |          | 420/? [03:36<00:00,  1.94it/s]\nEpoch 0: |          | 420/? [03:36<00:00,  1.94it/s]\nEpoch 0: |          | 421/? [03:36<00:00,  1.94it/s]\nEpoch 0: |          | 421/? [03:36<00:00,  1.94it/s]\nEpoch 0: |          | 422/? [03:37<00:00,  1.94it/s]\nEpoch 0: |          | 422/? [03:37<00:00,  1.94it/s]\nEpoch 0: |          | 423/? [03:37<00:00,  1.94it/s]\nEpoch 0: |          | 423/? [03:37<00:00,  1.94it/s]\nEpoch 0: |          | 424/? [03:38<00:00,  1.94it/s]\nEpoch 0: |          | 424/? [03:38<00:00,  1.94it/s]\nEpoch 0: |          | 425/? [03:38<00:00,  1.95it/s]\nEpoch 0: |          | 425/? [03:38<00:00,  1.95it/s]\nEpoch 0: |          | 426/? [03:38<00:00,  1.95it/s]\nEpoch 0: |          | 426/? [03:38<00:00,  1.95it/s]\nEpoch 0: |          | 427/? [03:39<00:00,  1.95it/s]\nEpoch 0: |          | 427/? [03:39<00:00,  1.95it/s]\nEpoch 0: |          | 428/? [03:39<00:00,  1.95it/s]\nEpoch 0: |          | 428/? [03:39<00:00,  1.95it/s]\nEpoch 0: |          | 429/? [03:40<00:00,  1.95it/s]\nEpoch 0: |          | 429/? [03:40<00:00,  1.95it/s]\nEpoch 0: |          | 430/? [03:40<00:00,  1.95it/s]\nEpoch 0: |          | 430/? [03:40<00:00,  1.95it/s]\nEpoch 0: |          | 431/? [03:40<00:00,  1.95it/s]\nEpoch 0: |          | 431/? [03:40<00:00,  1.95it/s]\nEpoch 0: |          | 432/? [03:41<00:00,  1.95it/s]\nEpoch 0: |          | 432/? [03:41<00:00,  1.95it/s]\nEpoch 0: |          | 433/? [03:41<00:00,  1.95it/s]\nEpoch 0: |          | 433/? [03:41<00:00,  1.95it/s]\nEpoch 0: |          | 434/? [03:42<00:00,  1.95it/s]\nEpoch 0: |          | 434/? [03:42<00:00,  1.95it/s]\nEpoch 0: |          | 435/? [03:42<00:00,  1.95it/s]\nEpoch 0: |          | 435/? [03:42<00:00,  1.95it/s]\nEpoch 0: |          | 436/? [03:43<00:00,  1.95it/s]\nEpoch 0: |          | 436/? [03:43<00:00,  1.95it/s]\nEpoch 0: |          | 437/? [03:43<00:00,  1.95it/s]\nEpoch 0: |          | 437/? [03:43<00:00,  1.95it/s]\nEpoch 0: |          | 438/? [03:44<00:00,  1.96it/s]\nEpoch 0: |          | 438/? [03:44<00:00,  1.96it/s]\nEpoch 0: |          | 439/? [03:44<00:00,  1.96it/s]\nEpoch 0: |          | 439/? [03:44<00:00,  1.96it/s]\nEpoch 0: |          | 440/? [03:44<00:00,  1.96it/s]\nEpoch 0: |          | 440/? [03:44<00:00,  1.96it/s]\nEpoch 0: |          | 441/? [03:45<00:00,  1.96it/s]\nEpoch 0: |          | 441/? [03:45<00:00,  1.96it/s]\nEpoch 0: |          | 442/? [03:45<00:00,  1.96it/s]\nEpoch 0: |          | 442/? [03:45<00:00,  1.96it/s]\nEpoch 0: |          | 443/? [03:46<00:00,  1.96it/s]\nEpoch 0: |          | 443/? [03:46<00:00,  1.96it/s]\nEpoch 0: |          | 444/? [03:46<00:00,  1.96it/s]\nEpoch 0: |          | 444/? [03:46<00:00,  1.96it/s]\nEpoch 0: |          | 445/? [03:47<00:00,  1.96it/s]\nEpoch 0: |          | 445/? [03:47<00:00,  1.96it/s]\nEpoch 0: |          | 446/? [03:47<00:00,  1.96it/s]\nEpoch 0: |          | 446/? [03:47<00:00,  1.96it/s]\nEpoch 0: |          | 447/? [03:47<00:00,  1.96it/s]\nEpoch 0: |          | 447/? [03:47<00:00,  1.96it/s]\nEpoch 0: |          | 448/? [03:48<00:00,  1.96it/s]\nEpoch 0: |          | 448/? [03:48<00:00,  1.96it/s]\nEpoch 0: |          | 449/? [03:48<00:00,  1.96it/s]\nEpoch 0: |          | 449/? [03:48<00:00,  1.96it/s]\nEpoch 0: |          | 450/? [03:49<00:00,  1.96it/s]\nEpoch 0: |          | 450/? [03:49<00:00,  1.96it/s]\nEpoch 0: |          | 451/? [03:49<00:00,  1.96it/s]\nEpoch 0: |          | 451/? [03:49<00:00,  1.96it/s]\nEpoch 0: |          | 452/? [03:50<00:00,  1.96it/s]\nEpoch 0: |          | 452/? [03:50<00:00,  1.96it/s]\nEpoch 0: |          | 453/? [03:50<00:00,  1.97it/s]\nEpoch 0: |          | 453/? [03:50<00:00,  1.97it/s]\nEpoch 0: |          | 454/? [03:50<00:00,  1.97it/s]\nEpoch 0: |          | 454/? [03:50<00:00,  1.97it/s]\nEpoch 0: |          | 455/? [03:51<00:00,  1.97it/s]\nEpoch 0: |          | 455/? [03:51<00:00,  1.97it/s]\nEpoch 0: |          | 456/? [03:51<00:00,  1.97it/s]\nEpoch 0: |          | 456/? [03:51<00:00,  1.97it/s]\nEpoch 0: |          | 457/? [03:52<00:00,  1.97it/s]\nEpoch 0: |          | 457/? [03:52<00:00,  1.97it/s]\nEpoch 0: |          | 458/? [03:52<00:00,  1.97it/s]\nEpoch 0: |          | 458/? [03:52<00:00,  1.97it/s]\nEpoch 0: |          | 459/? [03:53<00:00,  1.97it/s]\nEpoch 0: |          | 459/? [03:53<00:00,  1.97it/s]\nEpoch 0: |          | 460/? [03:53<00:00,  1.97it/s]\nEpoch 0: |          | 460/? [03:53<00:00,  1.97it/s]\nEpoch 0: |          | 461/? [03:53<00:00,  1.97it/s]\nEpoch 0: |          | 461/? [03:53<00:00,  1.97it/s]\nEpoch 0: |          | 462/? [03:54<00:00,  1.97it/s]\nEpoch 0: |          | 462/? [03:54<00:00,  1.97it/s]\nEpoch 0: |          | 463/? [03:54<00:00,  1.97it/s]\nEpoch 0: |          | 463/? [03:54<00:00,  1.97it/s]\nEpoch 0: |          | 464/? [03:55<00:00,  1.97it/s]\nEpoch 0: |          | 464/? [03:55<00:00,  1.97it/s]\nEpoch 0: |          | 465/? [03:55<00:00,  1.97it/s]\nEpoch 0: |          | 465/? [03:55<00:00,  1.97it/s]\nEpoch 0: |          | 466/? [03:56<00:00,  1.97it/s]\nEpoch 0: |          | 466/? [03:56<00:00,  1.97it/s]\nEpoch 0: |          | 467/? [03:56<00:00,  1.97it/s]\nEpoch 0: |          | 467/? [03:56<00:00,  1.97it/s]\nEpoch 0: |          | 468/? [03:56<00:00,  1.98it/s]\nEpoch 0: |          | 468/? [03:56<00:00,  1.98it/s]\nEpoch 0: |          | 469/? [03:57<00:00,  1.98it/s]\nEpoch 0: |          | 469/? [03:57<00:00,  1.98it/s]\nEpoch 0: |          | 470/? [03:57<00:00,  1.98it/s]\nEpoch 0: |          | 470/? [03:57<00:00,  1.98it/s]\nEpoch 0: |          | 471/? [03:58<00:00,  1.98it/s]\nEpoch 0: |          | 471/? [03:58<00:00,  1.98it/s]\nEpoch 0: |          | 472/? [03:58<00:00,  1.98it/s]\nEpoch 0: |          | 472/? [03:58<00:00,  1.98it/s]\nEpoch 0: |          | 473/? [03:58<00:00,  1.98it/s]\nEpoch 0: |          | 473/? [03:58<00:00,  1.98it/s]\nEpoch 0: |          | 474/? [03:59<00:00,  1.98it/s]\nEpoch 0: |          | 474/? [03:59<00:00,  1.98it/s]\nEpoch 0: |          | 475/? [03:59<00:00,  1.98it/s]\nEpoch 0: |          | 475/? [03:59<00:00,  1.98it/s]\nEpoch 0: |          | 476/? [04:00<00:00,  1.98it/s]\nEpoch 0: |          | 476/? [04:00<00:00,  1.98it/s]\nEpoch 0: |          | 477/? [04:00<00:00,  1.98it/s]\nEpoch 0: |          | 477/? [04:00<00:00,  1.98it/s]\nEpoch 0: |          | 478/? [04:01<00:00,  1.98it/s]\nEpoch 0: |          | 478/? [04:01<00:00,  1.98it/s]\nEpoch 0: |          | 479/? [04:01<00:00,  1.98it/s]\nEpoch 0: |          | 479/? [04:01<00:00,  1.98it/s]\nEpoch 0: |          | 480/? [04:01<00:00,  1.98it/s]\nEpoch 0: |          | 480/? [04:01<00:00,  1.98it/s]\nEpoch 0: |          | 481/? [04:02<00:00,  1.98it/s]\nEpoch 0: |          | 481/? [04:02<00:00,  1.98it/s]\nEpoch 0: |          | 482/? [04:02<00:00,  1.99it/s]\nEpoch 0: |          | 482/? [04:02<00:00,  1.99it/s]\nEpoch 0: |          | 483/? [04:03<00:00,  1.99it/s]\nEpoch 0: |          | 483/? [04:03<00:00,  1.99it/s]\nEpoch 0: |          | 484/? [04:03<00:00,  1.99it/s]\nEpoch 0: |          | 484/? [04:03<00:00,  1.99it/s]\nEpoch 0: |          | 485/? [04:04<00:00,  1.99it/s]\nEpoch 0: |          | 485/? [04:04<00:00,  1.99it/s]\nEpoch 0: |          | 486/? [04:04<00:00,  1.99it/s]\nEpoch 0: |          | 486/? [04:04<00:00,  1.99it/s]\nEpoch 0: |          | 487/? [04:04<00:00,  1.99it/s]\nEpoch 0: |          | 487/? [04:04<00:00,  1.99it/s]\nEpoch 0: |          | 488/? [04:05<00:00,  1.99it/s]\nEpoch 0: |          | 488/? [04:05<00:00,  1.99it/s]\nEpoch 0: |          | 489/? [04:05<00:00,  1.99it/s]\nEpoch 0: |          | 489/? [04:05<00:00,  1.99it/s]\nEpoch 0: |          | 490/? [04:06<00:00,  1.99it/s]\nEpoch 0: |          | 490/? [04:06<00:00,  1.99it/s]\nEpoch 0: |          | 491/? [04:06<00:00,  1.99it/s]\nEpoch 0: |          | 491/? [04:06<00:00,  1.99it/s]\nEpoch 0: |          | 492/? [04:06<00:00,  1.99it/s]\nEpoch 0: |          | 492/? [04:06<00:00,  1.99it/s]\nEpoch 0: |          | 493/? [04:07<00:00,  1.99it/s]\nEpoch 0: |          | 493/? [04:07<00:00,  1.99it/s]\nEpoch 0: |          | 494/? [04:07<00:00,  1.99it/s]\nEpoch 0: |          | 494/? [04:07<00:00,  1.99it/s]\nEpoch 0: |          | 495/? [04:08<00:00,  1.99it/s]\nEpoch 0: |          | 495/? [04:08<00:00,  1.99it/s]\nEpoch 0: |          | 496/? [04:08<00:00,  1.99it/s]\nEpoch 0: |          | 496/? [04:08<00:00,  1.99it/s]\nEpoch 0: |          | 497/? [04:09<00:00,  2.00it/s]\nEpoch 0: |          | 497/? [04:09<00:00,  2.00it/s]\nEpoch 0: |          | 498/? [04:09<00:00,  2.00it/s]\nEpoch 0: |          | 498/? [04:09<00:00,  2.00it/s]\nEpoch 0: |          | 499/? [04:09<00:00,  2.00it/s]\nEpoch 0: |          | 499/? [04:09<00:00,  2.00it/s]\nEpoch 0: |          | 500/? [04:10<00:00,  2.00it/s]\nEpoch 0: |          | 500/? [04:10<00:00,  2.00it/s]\nEpoch 0: |          | 501/? [04:10<00:00,  2.00it/s]\nEpoch 0: |          | 501/? [04:10<00:00,  2.00it/s]\nEpoch 0: |          | 502/? [04:11<00:00,  2.00it/s]\nEpoch 0: |          | 502/? [04:11<00:00,  2.00it/s]\nEpoch 0: |          | 503/? [04:11<00:00,  2.00it/s]\nEpoch 0: |          | 503/? [04:11<00:00,  2.00it/s]\nEpoch 0: |          | 504/? [04:12<00:00,  2.00it/s]\nEpoch 0: |          | 504/? [04:12<00:00,  2.00it/s]\nEpoch 0: |          | 505/? [04:12<00:00,  2.00it/s]\nEpoch 0: |          | 505/? [04:12<00:00,  2.00it/s]\nEpoch 0: |          | 506/? [04:12<00:00,  2.00it/s]\nEpoch 0: |          | 506/? [04:12<00:00,  2.00it/s]\nEpoch 0: |          | 507/? [04:13<00:00,  2.00it/s]\nEpoch 0: |          | 507/? [04:13<00:00,  2.00it/s]\nEpoch 0: |          | 508/? [04:13<00:00,  2.00it/s]\nEpoch 0: |          | 508/? [04:13<00:00,  2.00it/s]\nEpoch 0: |          | 509/? [04:14<00:00,  2.00it/s]\nEpoch 0: |          | 509/? [04:14<00:00,  2.00it/s]\nEpoch 0: |          | 510/? [04:14<00:00,  2.00it/s]\nEpoch 0: |          | 510/? [04:14<00:00,  2.00it/s]\nEpoch 0: |          | 511/? [04:15<00:00,  2.00it/s]\nEpoch 0: |          | 511/? [04:15<00:00,  2.00it/s]\nEpoch 0: |          | 512/? [04:15<00:00,  2.00it/s]\nEpoch 0: |          | 512/? [04:15<00:00,  2.00it/s]\nEpoch 0: |          | 513/? [04:15<00:00,  2.01it/s]\nEpoch 0: |          | 513/? [04:15<00:00,  2.01it/s]\nEpoch 0: |          | 514/? [04:16<00:00,  2.01it/s]\nEpoch 0: |          | 514/? [04:16<00:00,  2.01it/s]\nEpoch 0: |          | 515/? [04:16<00:00,  2.01it/s]\nEpoch 0: |          | 515/? [04:16<00:00,  2.01it/s]\nEpoch 0: |          | 516/? [04:17<00:00,  2.01it/s]\nEpoch 0: |          | 516/? [04:17<00:00,  2.01it/s]\nEpoch 0: |          | 517/? [04:17<00:00,  2.01it/s]\nEpoch 0: |          | 517/? [04:17<00:00,  2.01it/s]\nEpoch 0: |          | 518/? [04:17<00:00,  2.01it/s]\nEpoch 0: |          | 518/? [04:17<00:00,  2.01it/s]\nEpoch 0: |          | 519/? [04:18<00:00,  2.01it/s]\nEpoch 0: |          | 519/? [04:18<00:00,  2.01it/s]\nEpoch 0: |          | 520/? [04:18<00:00,  2.01it/s]\nEpoch 0: |          | 520/? [04:18<00:00,  2.01it/s]\nEpoch 0: |          | 521/? [04:19<00:00,  2.01it/s]\nEpoch 0: |          | 521/? [04:19<00:00,  2.01it/s]\nEpoch 0: |          | 522/? [04:19<00:00,  2.01it/s]\nEpoch 0: |          | 522/? [04:19<00:00,  2.01it/s]\nEpoch 0: |          | 523/? [04:20<00:00,  2.01it/s]\nEpoch 0: |          | 523/? [04:20<00:00,  2.01it/s]\nEpoch 0: |          | 524/? [04:20<00:00,  2.01it/s]\nEpoch 0: |          | 524/? [04:20<00:00,  2.01it/s]\nEpoch 0: |          | 525/? [04:20<00:00,  2.01it/s]\nEpoch 0: |          | 525/? [04:20<00:00,  2.01it/s]\nEpoch 0: |          | 526/? [04:21<00:00,  2.01it/s]\nEpoch 0: |          | 526/? [04:21<00:00,  2.01it/s]\nEpoch 0: |          | 527/? [04:21<00:00,  2.01it/s]\nEpoch 0: |          | 527/? [04:21<00:00,  2.01it/s]\nEpoch 0: |          | 528/? [04:22<00:00,  2.01it/s]\nEpoch 0: |          | 528/? [04:22<00:00,  2.01it/s]\nEpoch 0: |          | 529/? [04:22<00:00,  2.01it/s]\nEpoch 0: |          | 529/? [04:22<00:00,  2.01it/s]\nEpoch 0: |          | 530/? [04:23<00:00,  2.02it/s]\nEpoch 0: |          | 530/? [04:23<00:00,  2.02it/s]\nEpoch 0: |          | 531/? [04:23<00:00,  2.02it/s]\nEpoch 0: |          | 531/? [04:23<00:00,  2.02it/s]\nEpoch 0: |          | 532/? [04:23<00:00,  2.02it/s]\nEpoch 0: |          | 532/? [04:23<00:00,  2.02it/s]\nEpoch 0: |          | 533/? [04:24<00:00,  2.02it/s]\nEpoch 0: |          | 533/? [04:24<00:00,  2.02it/s]\nEpoch 0: |          | 534/? [04:24<00:00,  2.02it/s]\nEpoch 0: |          | 534/? [04:24<00:00,  2.02it/s]\nEpoch 0: |          | 535/? [04:25<00:00,  2.02it/s]\nEpoch 0: |          | 535/? [04:25<00:00,  2.02it/s]\nEpoch 0: |          | 536/? [04:25<00:00,  2.02it/s]\nEpoch 0: |          | 536/? [04:25<00:00,  2.02it/s]\nEpoch 0: |          | 537/? [04:25<00:00,  2.02it/s]\nEpoch 0: |          | 537/? [04:25<00:00,  2.02it/s]\nEpoch 0: |          | 538/? [04:26<00:00,  2.02it/s]\nEpoch 0: |          | 538/? [04:26<00:00,  2.02it/s]\nEpoch 0: |          | 539/? [04:26<00:00,  2.02it/s]\nEpoch 0: |          | 539/? [04:26<00:00,  2.02it/s]\nEpoch 0: |          | 540/? [04:27<00:00,  2.02it/s]\nEpoch 0: |          | 540/? [04:27<00:00,  2.02it/s]\nEpoch 0: |          | 541/? [04:27<00:00,  2.02it/s]\nEpoch 0: |          | 541/? [04:27<00:00,  2.02it/s]\nEpoch 0: |          | 542/? [04:28<00:00,  2.02it/s]\nEpoch 0: |          | 542/? [04:28<00:00,  2.02it/s]\nEpoch 0: |          | 543/? [04:28<00:00,  2.02it/s]\nEpoch 0: |          | 543/? [04:28<00:00,  2.02it/s]\nEpoch 0: |          | 544/? [04:28<00:00,  2.02it/s]\nEpoch 0: |          | 544/? [04:28<00:00,  2.02it/s]\nEpoch 0: |          | 545/? [04:29<00:00,  2.02it/s]\nEpoch 0: |          | 545/? [04:29<00:00,  2.02it/s]\nEpoch 0: |          | 546/? [04:29<00:00,  2.02it/s]\nEpoch 0: |          | 546/? [04:29<00:00,  2.02it/s]\nEpoch 0: |          | 547/? [04:30<00:00,  2.02it/s]\nEpoch 0: |          | 547/? [04:30<00:00,  2.02it/s]\nEpoch 0: |          | 548/? [04:30<00:00,  2.03it/s]\nEpoch 0: |          | 548/? [04:30<00:00,  2.03it/s]\nEpoch 0: |          | 549/? [04:30<00:00,  2.03it/s]\nEpoch 0: |          | 549/? [04:30<00:00,  2.03it/s]\nEpoch 0: |          | 550/? [04:31<00:00,  2.03it/s]\nEpoch 0: |          | 550/? [04:31<00:00,  2.03it/s]\nEpoch 0: |          | 551/? [04:31<00:00,  2.03it/s]\nEpoch 0: |          | 551/? [04:31<00:00,  2.03it/s]\nEpoch 0: |          | 552/? [04:32<00:00,  2.03it/s]\nEpoch 0: |          | 552/? [04:32<00:00,  2.03it/s]\nEpoch 0: |          | 553/? [04:32<00:00,  2.03it/s]\nEpoch 0: |          | 553/? [04:32<00:00,  2.03it/s]\nEpoch 0: |          | 554/? [04:33<00:00,  2.03it/s]\nEpoch 0: |          | 554/? [04:33<00:00,  2.03it/s]\nEpoch 0: |          | 555/? [04:33<00:00,  2.03it/s]\nEpoch 0: |          | 555/? [04:33<00:00,  2.03it/s]\nEpoch 0: |          | 556/? [04:33<00:00,  2.03it/s]\nEpoch 0: |          | 556/? [04:33<00:00,  2.03it/s]\nEpoch 0: |          | 557/? [04:34<00:00,  2.03it/s]\nEpoch 0: |          | 557/? [04:34<00:00,  2.03it/s]\nEpoch 0: |          | 558/? [04:34<00:00,  2.03it/s]\nEpoch 0: |          | 558/? [04:34<00:00,  2.03it/s]\nEpoch 0: |          | 559/? [04:35<00:00,  2.03it/s]\nEpoch 0: |          | 559/? [04:35<00:00,  2.03it/s]\nEpoch 0: |          | 560/? [04:35<00:00,  2.03it/s]\nEpoch 0: |          | 560/? [04:35<00:00,  2.03it/s]\nEpoch 0: |          | 561/? [04:35<00:00,  2.03it/s]\nEpoch 0: |          | 561/? [04:35<00:00,  2.03it/s]\nEpoch 0: |          | 562/? [04:36<00:00,  2.03it/s]\nEpoch 0: |          | 562/? [04:36<00:00,  2.03it/s]\nEpoch 0: |          | 563/? [04:36<00:00,  2.03it/s]\nEpoch 0: |          | 563/? [04:36<00:00,  2.03it/s]\nEpoch 0: |          | 564/? [04:37<00:00,  2.04it/s]\nEpoch 0: |          | 564/? [04:37<00:00,  2.04it/s]\nEpoch 0: |          | 565/? [04:37<00:00,  2.04it/s]\nEpoch 0: |          | 565/? [04:37<00:00,  2.04it/s]\nEpoch 0: |          | 566/? [04:37<00:00,  2.04it/s]\nEpoch 0: |          | 566/? [04:37<00:00,  2.04it/s]\nEpoch 0: |          | 567/? [04:38<00:00,  2.04it/s]\nEpoch 0: |          | 567/? [04:38<00:00,  2.04it/s]\nEpoch 0: |          | 568/? [04:38<00:00,  2.04it/s]\nEpoch 0: |          | 568/? [04:38<00:00,  2.04it/s]\nEpoch 0: |          | 569/? [04:39<00:00,  2.04it/s]\nEpoch 0: |          | 569/? [04:39<00:00,  2.04it/s]\nEpoch 0: |          | 570/? [04:39<00:00,  2.04it/s]\nEpoch 0: |          | 570/? [04:39<00:00,  2.04it/s]\nEpoch 0: |          | 571/? [04:40<00:00,  2.04it/s]\nEpoch 0: |          | 571/? [04:40<00:00,  2.04it/s]\nEpoch 0: |          | 572/? [04:40<00:00,  2.04it/s]\nEpoch 0: |          | 572/? [04:40<00:00,  2.04it/s]\nEpoch 0: |          | 573/? [04:40<00:00,  2.04it/s]\nEpoch 0: |          | 573/? [04:40<00:00,  2.04it/s]\nEpoch 0: |          | 574/? [04:41<00:00,  2.04it/s]\nEpoch 0: |          | 574/? [04:41<00:00,  2.04it/s]\nEpoch 0: |          | 575/? [04:41<00:00,  2.04it/s]\nEpoch 0: |          | 575/? [04:41<00:00,  2.04it/s]\nEpoch 0: |          | 576/? [04:42<00:00,  2.04it/s]\nEpoch 0: |          | 576/? [04:42<00:00,  2.04it/s]\nEpoch 0: |          | 577/? [04:42<00:00,  2.04it/s]\nEpoch 0: |          | 577/? [04:42<00:00,  2.04it/s]\nEpoch 0: |          | 578/? [04:42<00:00,  2.04it/s]\nEpoch 0: |          | 578/? [04:42<00:00,  2.04it/s]\nEpoch 0: |          | 579/? [04:43<00:00,  2.04it/s]\nEpoch 0: |          | 579/? [04:43<00:00,  2.04it/s]\nEpoch 0: |          | 580/? [04:43<00:00,  2.04it/s]\nEpoch 0: |          | 580/? [04:43<00:00,  2.04it/s]\nEpoch 0: |          | 581/? [04:44<00:00,  2.04it/s]\nEpoch 0: |          | 581/? [04:44<00:00,  2.04it/s]\nEpoch 0: |          | 582/? [04:44<00:00,  2.05it/s]\nEpoch 0: |          | 582/? [04:44<00:00,  2.05it/s]\nEpoch 0: |          | 583/? [04:44<00:00,  2.05it/s]\nEpoch 0: |          | 583/? [04:44<00:00,  2.05it/s]\nEpoch 0: |          | 584/? [04:45<00:00,  2.05it/s]\nEpoch 0: |          | 584/? [04:45<00:00,  2.05it/s]\nEpoch 0: |          | 585/? [04:45<00:00,  2.05it/s]\nEpoch 0: |          | 585/? [04:45<00:00,  2.05it/s]\nEpoch 0: |          | 586/? [04:46<00:00,  2.05it/s]\nEpoch 0: |          | 586/? [04:46<00:00,  2.05it/s]\nEpoch 0: |          | 587/? [04:46<00:00,  2.05it/s]\nEpoch 0: |          | 587/? [04:46<00:00,  2.05it/s]\nEpoch 0: |          | 588/? [04:46<00:00,  2.05it/s]\nEpoch 0: |          | 588/? [04:46<00:00,  2.05it/s]\nEpoch 0: |          | 589/? [04:47<00:00,  2.05it/s]\nEpoch 0: |          | 589/? [04:47<00:00,  2.05it/s]\nEpoch 0: |          | 590/? [04:47<00:00,  2.05it/s]\nEpoch 0: |          | 590/? [04:47<00:00,  2.05it/s]\nEpoch 0: |          | 591/? [04:48<00:00,  2.05it/s]\nEpoch 0: |          | 591/? [04:48<00:00,  2.05it/s]\nEpoch 0: |          | 592/? [04:48<00:00,  2.05it/s]\nEpoch 0: |          | 592/? [04:48<00:00,  2.05it/s]\nEpoch 0: |          | 593/? [04:48<00:00,  2.05it/s]\nEpoch 0: |          | 593/? [04:48<00:00,  2.05it/s]\nEpoch 0: |          | 594/? [04:49<00:00,  2.05it/s]\nEpoch 0: |          | 594/? [04:49<00:00,  2.05it/s]\nEpoch 0: |          | 595/? [04:49<00:00,  2.05it/s]\nEpoch 0: |          | 595/? [04:49<00:00,  2.05it/s]\nEpoch 0: |          | 596/? [04:50<00:00,  2.05it/s]\nEpoch 0: |          | 596/? [04:50<00:00,  2.05it/s]\nEpoch 0: |          | 597/? [04:50<00:00,  2.05it/s]\nEpoch 0: |          | 597/? [04:50<00:00,  2.05it/s]\nEpoch 0: |          | 598/? [04:51<00:00,  2.05it/s]\nEpoch 0: |          | 598/? [04:51<00:00,  2.05it/s]\nEpoch 0: |          | 599/? [04:51<00:00,  2.06it/s]\nEpoch 0: |          | 599/? [04:51<00:00,  2.06it/s]\nEpoch 0: |          | 600/? [04:51<00:00,  2.06it/s]\nEpoch 0: |          | 600/? [04:51<00:00,  2.06it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  4.88it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  4.65it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  4.71it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  4.64it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 600/? [04:52<00:00,  2.05it/s]\nEpoch 0: |          | 601/? [04:53<00:00,  2.05it/s]\nEpoch 0: |          | 601/? [04:53<00:00,  2.05it/s]\nEpoch 0: |          | 602/? [04:53<00:00,  2.05it/s]\nEpoch 0: |          | 602/? [04:53<00:00,  2.05it/s]\nEpoch 0: |          | 603/? [04:53<00:00,  2.05it/s]\nEpoch 0: |          | 603/? [04:53<00:00,  2.05it/s]\nEpoch 0: |          | 604/? [04:54<00:00,  2.05it/s]\nEpoch 0: |          | 604/? [04:54<00:00,  2.05it/s]\nEpoch 0: |          | 605/? [04:54<00:00,  2.05it/s]\nEpoch 0: |          | 605/? [04:54<00:00,  2.05it/s]\nEpoch 0: |          | 606/? [04:55<00:00,  2.05it/s]\nEpoch 0: |          | 606/? [04:55<00:00,  2.05it/s]\nEpoch 0: |          | 607/? [04:55<00:00,  2.05it/s]\nEpoch 0: |          | 607/? [04:55<00:00,  2.05it/s]\nEpoch 0: |          | 608/? [04:55<00:00,  2.05it/s]\nEpoch 0: |          | 608/? [04:55<00:00,  2.05it/s]\nEpoch 0: |          | 609/? [04:56<00:00,  2.05it/s]\nEpoch 0: |          | 609/? [04:56<00:00,  2.05it/s]\nEpoch 0: |          | 610/? [04:56<00:00,  2.06it/s]\nEpoch 0: |          | 610/? [04:56<00:00,  2.06it/s]\nEpoch 0: |          | 611/? [04:57<00:00,  2.06it/s]\nEpoch 0: |          | 611/? [04:57<00:00,  2.06it/s]\nEpoch 0: |          | 612/? [04:57<00:00,  2.06it/s]\nEpoch 0: |          | 612/? [04:57<00:00,  2.06it/s]\nEpoch 0: |          | 613/? [04:57<00:00,  2.06it/s]\nEpoch 0: |          | 613/? [04:57<00:00,  2.06it/s]\nEpoch 0: |          | 614/? [04:58<00:00,  2.06it/s]\nEpoch 0: |          | 614/? [04:58<00:00,  2.06it/s]\nEpoch 0: |          | 615/? [04:58<00:00,  2.06it/s]\nEpoch 0: |          | 615/? [04:58<00:00,  2.06it/s]\nEpoch 0: |          | 616/? [04:59<00:00,  2.06it/s]\nEpoch 0: |          | 616/? [04:59<00:00,  2.06it/s]\nEpoch 0: |          | 617/? [04:59<00:00,  2.06it/s]\nEpoch 0: |          | 617/? [04:59<00:00,  2.06it/s]\nEpoch 0: |          | 618/? [04:59<00:00,  2.06it/s]\nEpoch 0: |          | 618/? [04:59<00:00,  2.06it/s]\nEpoch 0: |          | 619/? [05:00<00:00,  2.06it/s]\nEpoch 0: |          | 619/? [05:00<00:00,  2.06it/s]\nEpoch 0: |          | 620/? [05:00<00:00,  2.06it/s]\nEpoch 0: |          | 620/? [05:00<00:00,  2.06it/s]\nEpoch 0: |          | 621/? [05:01<00:00,  2.06it/s]\nEpoch 0: |          | 621/? [05:01<00:00,  2.06it/s]\nEpoch 0: |          | 622/? [05:01<00:00,  2.06it/s]\nEpoch 0: |          | 622/? [05:01<00:00,  2.06it/s]\nEpoch 0: |          | 623/? [05:02<00:00,  2.06it/s]\nEpoch 0: |          | 623/? [05:02<00:00,  2.06it/s]\nEpoch 0: |          | 624/? [05:02<00:00,  2.06it/s]\nEpoch 0: |          | 624/? [05:02<00:00,  2.06it/s]\nEpoch 0: |          | 625/? [05:02<00:00,  2.06it/s]\nEpoch 0: |          | 625/? [05:02<00:00,  2.06it/s]\nEpoch 0: |          | 626/? [05:03<00:00,  2.06it/s]\nEpoch 0: |          | 626/? [05:03<00:00,  2.06it/s]\nEpoch 0: |          | 627/? [05:03<00:00,  2.06it/s]\nEpoch 0: |          | 627/? [05:03<00:00,  2.06it/s]\nEpoch 0: |          | 628/? [05:04<00:00,  2.07it/s]\nEpoch 0: |          | 628/? [05:04<00:00,  2.07it/s]\nEpoch 0: |          | 629/? [05:04<00:00,  2.07it/s]\nEpoch 0: |          | 629/? [05:04<00:00,  2.07it/s]\nEpoch 0: |          | 630/? [05:04<00:00,  2.07it/s]\nEpoch 0: |          | 630/? [05:04<00:00,  2.07it/s]\nEpoch 0: |          | 631/? [05:05<00:00,  2.07it/s]\nEpoch 0: |          | 631/? [05:05<00:00,  2.07it/s]\nEpoch 0: |          | 632/? [05:05<00:00,  2.07it/s]\nEpoch 0: |          | 632/? [05:05<00:00,  2.07it/s]\nEpoch 0: |          | 633/? [05:06<00:00,  2.07it/s]\nEpoch 0: |          | 633/? [05:06<00:00,  2.07it/s]\nEpoch 0: |          | 634/? [05:06<00:00,  2.07it/s]\nEpoch 0: |          | 634/? [05:06<00:00,  2.07it/s]\nEpoch 0: |          | 635/? [05:06<00:00,  2.07it/s]\nEpoch 0: |          | 635/? [05:06<00:00,  2.07it/s]\nEpoch 0: |          | 636/? [05:07<00:00,  2.07it/s]\nEpoch 0: |          | 636/? [05:07<00:00,  2.07it/s]\nEpoch 0: |          | 637/? [05:07<00:00,  2.07it/s]\nEpoch 0: |          | 637/? [05:07<00:00,  2.07it/s]\nEpoch 0: |          | 638/? [05:08<00:00,  2.07it/s]\nEpoch 0: |          | 638/? [05:08<00:00,  2.07it/s]\nEpoch 0: |          | 639/? [05:08<00:00,  2.07it/s]\nEpoch 0: |          | 639/? [05:08<00:00,  2.07it/s]\nEpoch 0: |          | 640/? [05:08<00:00,  2.07it/s]\nEpoch 0: |          | 640/? [05:08<00:00,  2.07it/s]\nEpoch 0: |          | 641/? [05:09<00:00,  2.07it/s]\nEpoch 0: |          | 641/? [05:09<00:00,  2.07it/s]\nEpoch 0: |          | 642/? [05:09<00:00,  2.07it/s]\nEpoch 0: |          | 642/? [05:09<00:00,  2.07it/s]\nEpoch 0: |          | 643/? [05:10<00:00,  2.07it/s]\nEpoch 0: |          | 643/? [05:10<00:00,  2.07it/s]\nEpoch 0: |          | 644/? [05:10<00:00,  2.07it/s]\nEpoch 0: |          | 644/? [05:10<00:00,  2.07it/s]\nEpoch 0: |          | 645/? [05:10<00:00,  2.07it/s]\nEpoch 0: |          | 645/? [05:10<00:00,  2.07it/s]\nEpoch 0: |          | 646/? [05:11<00:00,  2.08it/s]\nEpoch 0: |          | 646/? [05:11<00:00,  2.08it/s]\nEpoch 0: |          | 647/? [05:11<00:00,  2.08it/s]\nEpoch 0: |          | 647/? [05:11<00:00,  2.08it/s]\nEpoch 0: |          | 648/? [05:12<00:00,  2.08it/s]\nEpoch 0: |          | 648/? [05:12<00:00,  2.08it/s]\nEpoch 0: |          | 649/? [05:12<00:00,  2.08it/s]\nEpoch 0: |          | 649/? [05:12<00:00,  2.08it/s]\nEpoch 0: |          | 650/? [05:12<00:00,  2.08it/s]\nEpoch 0: |          | 650/? [05:12<00:00,  2.08it/s]\nEpoch 0: |          | 651/? [05:13<00:00,  2.08it/s]\nEpoch 0: |          | 651/? [05:13<00:00,  2.08it/s]\nEpoch 0: |          | 652/? [05:13<00:00,  2.08it/s]\nEpoch 0: |          | 652/? [05:13<00:00,  2.08it/s]\nEpoch 0: |          | 653/? [05:14<00:00,  2.08it/s]\nEpoch 0: |          | 653/? [05:14<00:00,  2.08it/s]\nEpoch 0: |          | 654/? [05:14<00:00,  2.08it/s]\nEpoch 0: |          | 654/? [05:14<00:00,  2.08it/s]\nEpoch 0: |          | 655/? [05:14<00:00,  2.08it/s]\nEpoch 0: |          | 655/? [05:14<00:00,  2.08it/s]\nEpoch 0: |          | 656/? [05:15<00:00,  2.08it/s]\nEpoch 0: |          | 656/? [05:15<00:00,  2.08it/s]\nEpoch 0: |          | 657/? [05:15<00:00,  2.08it/s]\nEpoch 0: |          | 657/? [05:15<00:00,  2.08it/s]\nEpoch 0: |          | 658/? [05:16<00:00,  2.08it/s]\nEpoch 0: |          | 658/? [05:16<00:00,  2.08it/s]\nEpoch 0: |          | 659/? [05:16<00:00,  2.08it/s]\nEpoch 0: |          | 659/? [05:16<00:00,  2.08it/s]\nEpoch 0: |          | 660/? [05:16<00:00,  2.08it/s]\nEpoch 0: |          | 660/? [05:16<00:00,  2.08it/s]\nEpoch 0: |          | 661/? [05:17<00:00,  2.08it/s]\nEpoch 0: |          | 661/? [05:17<00:00,  2.08it/s]\nEpoch 0: |          | 662/? [05:17<00:00,  2.08it/s]\nEpoch 0: |          | 662/? [05:17<00:00,  2.08it/s]\nEpoch 0: |          | 663/? [05:18<00:00,  2.08it/s]\nEpoch 0: |          | 663/? [05:18<00:00,  2.08it/s]\nEpoch 0: |          | 664/? [05:18<00:00,  2.08it/s]\nEpoch 0: |          | 664/? [05:18<00:00,  2.08it/s]\nEpoch 0: |          | 665/? [05:18<00:00,  2.09it/s]\nEpoch 0: |          | 665/? [05:18<00:00,  2.09it/s]\nEpoch 0: |          | 666/? [05:19<00:00,  2.09it/s]\nEpoch 0: |          | 666/? [05:19<00:00,  2.09it/s]\nEpoch 0: |          | 667/? [05:19<00:00,  2.09it/s]\nEpoch 0: |          | 667/? [05:19<00:00,  2.09it/s]\nEpoch 0: |          | 668/? [05:20<00:00,  2.09it/s]\nEpoch 0: |          | 668/? [05:20<00:00,  2.09it/s]\nEpoch 0: |          | 669/? [05:20<00:00,  2.09it/s]\nEpoch 0: |          | 669/? [05:20<00:00,  2.09it/s]\nEpoch 0: |          | 670/? [05:20<00:00,  2.09it/s]\nEpoch 0: |          | 670/? [05:20<00:00,  2.09it/s]\nEpoch 0: |          | 671/? [05:21<00:00,  2.09it/s]\nEpoch 0: |          | 671/? [05:21<00:00,  2.09it/s]\nEpoch 0: |          | 672/? [05:21<00:00,  2.09it/s]\nEpoch 0: |          | 672/? [05:21<00:00,  2.09it/s]\nEpoch 0: |          | 673/? [05:22<00:00,  2.09it/s]\nEpoch 0: |          | 673/? [05:22<00:00,  2.09it/s]\nEpoch 0: |          | 674/? [05:22<00:00,  2.09it/s]\nEpoch 0: |          | 674/? [05:22<00:00,  2.09it/s]\nEpoch 0: |          | 675/? [05:22<00:00,  2.09it/s]\nEpoch 0: |          | 675/? [05:22<00:00,  2.09it/s]\nEpoch 0: |          | 676/? [05:23<00:00,  2.09it/s]\nEpoch 0: |          | 676/? [05:23<00:00,  2.09it/s]\nEpoch 0: |          | 677/? [05:23<00:00,  2.09it/s]\nEpoch 0: |          | 677/? [05:23<00:00,  2.09it/s]\nEpoch 0: |          | 678/? [05:24<00:00,  2.09it/s]\nEpoch 0: |          | 678/? [05:24<00:00,  2.09it/s]\nEpoch 0: |          | 679/? [05:24<00:00,  2.09it/s]\nEpoch 0: |          | 679/? [05:24<00:00,  2.09it/s]\nEpoch 0: |          | 680/? [05:24<00:00,  2.09it/s]\nEpoch 0: |          | 680/? [05:24<00:00,  2.09it/s]\nEpoch 0: |          | 681/? [05:25<00:00,  2.09it/s]\nEpoch 0: |          | 681/? [05:25<00:00,  2.09it/s]\nEpoch 0: |          | 682/? [05:25<00:00,  2.09it/s]\nEpoch 0: |          | 682/? [05:25<00:00,  2.09it/s]\nEpoch 0: |          | 683/? [05:26<00:00,  2.09it/s]\nEpoch 0: |          | 683/? [05:26<00:00,  2.09it/s]\nEpoch 0: |          | 684/? [05:26<00:00,  2.09it/s]\nEpoch 0: |          | 684/? [05:26<00:00,  2.09it/s]\nEpoch 0: |          | 685/? [05:26<00:00,  2.09it/s]\nEpoch 0: |          | 685/? [05:26<00:00,  2.09it/s]\nEpoch 0: |          | 686/? [05:27<00:00,  2.10it/s]\nEpoch 0: |          | 686/? [05:27<00:00,  2.10it/s]\nEpoch 0: |          | 687/? [05:27<00:00,  2.10it/s]\nEpoch 0: |          | 687/? [05:27<00:00,  2.10it/s]\nEpoch 0: |          | 688/? [05:28<00:00,  2.10it/s]\nEpoch 0: |          | 688/? [05:28<00:00,  2.10it/s]\nEpoch 0: |          | 689/? [05:28<00:00,  2.10it/s]\nEpoch 0: |          | 689/? [05:28<00:00,  2.10it/s]\nEpoch 0: |          | 690/? [05:28<00:00,  2.10it/s]\nEpoch 0: |          | 690/? [05:28<00:00,  2.10it/s]\nEpoch 0: |          | 691/? [05:29<00:00,  2.10it/s]\nEpoch 0: |          | 691/? [05:29<00:00,  2.10it/s]\nEpoch 0: |          | 692/? [05:29<00:00,  2.10it/s]\nEpoch 0: |          | 692/? [05:29<00:00,  2.10it/s]\nEpoch 0: |          | 693/? [05:30<00:00,  2.10it/s]\nEpoch 0: |          | 693/? [05:30<00:00,  2.10it/s]\nEpoch 0: |          | 694/? [05:30<00:00,  2.10it/s]\nEpoch 0: |          | 694/? [05:30<00:00,  2.10it/s]\nEpoch 0: |          | 695/? [05:30<00:00,  2.10it/s]\nEpoch 0: |          | 695/? [05:30<00:00,  2.10it/s]\nEpoch 0: |          | 696/? [05:31<00:00,  2.10it/s]\nEpoch 0: |          | 696/? [05:31<00:00,  2.10it/s]\nEpoch 0: |          | 697/? [05:31<00:00,  2.10it/s]\nEpoch 0: |          | 697/? [05:31<00:00,  2.10it/s]\nEpoch 0: |          | 698/? [05:32<00:00,  2.10it/s]\nEpoch 0: |          | 698/? [05:32<00:00,  2.10it/s]\nEpoch 0: |          | 699/? [05:32<00:00,  2.10it/s]\nEpoch 0: |          | 699/? [05:32<00:00,  2.10it/s]\nEpoch 0: |          | 700/? [05:32<00:00,  2.10it/s]\nEpoch 0: |          | 700/? [05:32<00:00,  2.10it/s]\nEpoch 0: |          | 701/? [05:33<00:00,  2.10it/s]\nEpoch 0: |          | 701/? [05:33<00:00,  2.10it/s]\nEpoch 0: |          | 702/? [05:33<00:00,  2.10it/s]\nEpoch 0: |          | 702/? [05:33<00:00,  2.10it/s]\nEpoch 0: |          | 703/? [05:34<00:00,  2.10it/s]\nEpoch 0: |          | 703/? [05:34<00:00,  2.10it/s]\nEpoch 0: |          | 704/? [05:34<00:00,  2.10it/s]\nEpoch 0: |          | 704/? [05:34<00:00,  2.10it/s]\nEpoch 0: |          | 705/? [05:34<00:00,  2.10it/s]\nEpoch 0: |          | 705/? [05:34<00:00,  2.10it/s]\nEpoch 0: |          | 706/? [05:35<00:00,  2.11it/s]\nEpoch 0: |          | 706/? [05:35<00:00,  2.11it/s]\nEpoch 0: |          | 707/? [05:35<00:00,  2.11it/s]\nEpoch 0: |          | 707/? [05:35<00:00,  2.11it/s]\nEpoch 0: |          | 708/? [05:36<00:00,  2.11it/s]\nEpoch 0: |          | 708/? [05:36<00:00,  2.11it/s]\nEpoch 0: |          | 709/? [05:36<00:00,  2.11it/s]\nEpoch 0: |          | 709/? [05:36<00:00,  2.11it/s]\nEpoch 0: |          | 710/? [05:36<00:00,  2.11it/s]\nEpoch 0: |          | 710/? [05:36<00:00,  2.11it/s]\nEpoch 0: |          | 711/? [05:37<00:00,  2.11it/s]\nEpoch 0: |          | 711/? [05:37<00:00,  2.11it/s]\nEpoch 0: |          | 712/? [05:37<00:00,  2.11it/s]\nEpoch 0: |          | 712/? [05:37<00:00,  2.11it/s]\nEpoch 0: |          | 713/? [05:38<00:00,  2.11it/s]\nEpoch 0: |          | 713/? [05:38<00:00,  2.11it/s]\nEpoch 0: |          | 714/? [05:38<00:00,  2.11it/s]\nEpoch 0: |          | 714/? [05:38<00:00,  2.11it/s]\nEpoch 0: |          | 715/? [05:38<00:00,  2.11it/s]\nEpoch 0: |          | 715/? [05:38<00:00,  2.11it/s]\nEpoch 0: |          | 716/? [05:39<00:00,  2.11it/s]\nEpoch 0: |          | 716/? [05:39<00:00,  2.11it/s]\nEpoch 0: |          | 717/? [05:39<00:00,  2.11it/s]\nEpoch 0: |          | 717/? [05:39<00:00,  2.11it/s]\nEpoch 0: |          | 718/? [05:40<00:00,  2.11it/s]\nEpoch 0: |          | 718/? [05:40<00:00,  2.11it/s]\nEpoch 0: |          | 719/? [05:40<00:00,  2.11it/s]\nEpoch 0: |          | 719/? [05:40<00:00,  2.11it/s]\nEpoch 0: |          | 720/? [05:40<00:00,  2.11it/s]\nEpoch 0: |          | 720/? [05:40<00:00,  2.11it/s]\nEpoch 0: |          | 721/? [05:41<00:00,  2.11it/s]\nEpoch 0: |          | 721/? [05:41<00:00,  2.11it/s]\nEpoch 0: |          | 722/? [05:41<00:00,  2.11it/s]\nEpoch 0: |          | 722/? [05:41<00:00,  2.11it/s]\nEpoch 0: |          | 723/? [05:42<00:00,  2.11it/s]\nEpoch 0: |          | 723/? [05:42<00:00,  2.11it/s]\nEpoch 0: |          | 724/? [05:42<00:00,  2.11it/s]\nEpoch 0: |          | 724/? [05:42<00:00,  2.11it/s]\nEpoch 0: |          | 725/? [05:42<00:00,  2.11it/s]\nEpoch 0: |          | 725/? [05:42<00:00,  2.11it/s]\nEpoch 0: |          | 726/? [05:43<00:00,  2.11it/s]\nEpoch 0: |          | 726/? [05:43<00:00,  2.11it/s]\nEpoch 0: |          | 727/? [05:43<00:00,  2.11it/s]\nEpoch 0: |          | 727/? [05:43<00:00,  2.11it/s]\nEpoch 0: |          | 728/? [05:44<00:00,  2.12it/s]\nEpoch 0: |          | 728/? [05:44<00:00,  2.12it/s]\nEpoch 0: |          | 729/? [05:44<00:00,  2.12it/s]\nEpoch 0: |          | 729/? [05:44<00:00,  2.12it/s]\nEpoch 0: |          | 730/? [05:44<00:00,  2.12it/s]\nEpoch 0: |          | 730/? [05:44<00:00,  2.12it/s]\nEpoch 0: |          | 731/? [05:45<00:00,  2.12it/s]\nEpoch 0: |          | 731/? [05:45<00:00,  2.12it/s]\nEpoch 0: |          | 732/? [05:45<00:00,  2.12it/s]\nEpoch 0: |          | 732/? [05:45<00:00,  2.12it/s]\nEpoch 0: |          | 733/? [05:46<00:00,  2.12it/s]\nEpoch 0: |          | 733/? [05:46<00:00,  2.12it/s]\nEpoch 0: |          | 734/? [05:46<00:00,  2.12it/s]\nEpoch 0: |          | 734/? [05:46<00:00,  2.12it/s]\nEpoch 0: |          | 735/? [05:46<00:00,  2.12it/s]\nEpoch 0: |          | 735/? [05:46<00:00,  2.12it/s]\nEpoch 0: |          | 736/? [05:47<00:00,  2.12it/s]\nEpoch 0: |          | 736/? [05:47<00:00,  2.12it/s]\nEpoch 0: |          | 737/? [05:47<00:00,  2.12it/s]\nEpoch 0: |          | 737/? [05:47<00:00,  2.12it/s]\nEpoch 0: |          | 738/? [05:48<00:00,  2.12it/s]\nEpoch 0: |          | 738/? [05:48<00:00,  2.12it/s]\nEpoch 0: |          | 739/? [05:48<00:00,  2.12it/s]\nEpoch 0: |          | 739/? [05:48<00:00,  2.12it/s]\nEpoch 0: |          | 740/? [05:49<00:00,  2.12it/s]\nEpoch 0: |          | 740/? [05:49<00:00,  2.12it/s]\nEpoch 0: |          | 741/? [05:49<00:00,  2.12it/s]\nEpoch 0: |          | 741/? [05:49<00:00,  2.12it/s]\nEpoch 0: |          | 742/? [05:49<00:00,  2.12it/s]\nEpoch 0: |          | 742/? [05:49<00:00,  2.12it/s]\nEpoch 0: |          | 743/? [05:50<00:00,  2.12it/s]\nEpoch 0: |          | 743/? [05:50<00:00,  2.12it/s]\nEpoch 0: |          | 744/? [05:50<00:00,  2.12it/s]\nEpoch 0: |          | 744/? [05:50<00:00,  2.12it/s]\nEpoch 0: |          | 745/? [05:51<00:00,  2.12it/s]\nEpoch 0: |          | 745/? [05:51<00:00,  2.12it/s]\nEpoch 0: |          | 746/? [05:51<00:00,  2.12it/s]\nEpoch 0: |          | 746/? [05:51<00:00,  2.12it/s]\nEpoch 0: |          | 747/? [05:51<00:00,  2.12it/s]\nEpoch 0: |          | 747/? [05:51<00:00,  2.12it/s]\nEpoch 0: |          | 748/? [05:52<00:00,  2.12it/s]\nEpoch 0: |          | 748/? [05:52<00:00,  2.12it/s]\nEpoch 0: |          | 749/? [05:52<00:00,  2.12it/s]\nEpoch 0: |          | 749/? [05:52<00:00,  2.12it/s]\nEpoch 0: |          | 750/? [05:53<00:00,  2.12it/s]\nEpoch 0: |          | 750/? [05:53<00:00,  2.12it/s]\nEpoch 0: |          | 751/? [05:53<00:00,  2.13it/s]\nEpoch 0: |          | 751/? [05:53<00:00,  2.13it/s]\nEpoch 0: |          | 752/? [05:53<00:00,  2.13it/s]\nEpoch 0: |          | 752/? [05:53<00:00,  2.13it/s]\nEpoch 0: |          | 753/? [05:54<00:00,  2.13it/s]\nEpoch 0: |          | 753/? [05:54<00:00,  2.13it/s]\nEpoch 0: |          | 754/? [05:54<00:00,  2.13it/s]\nEpoch 0: |          | 754/? [05:54<00:00,  2.13it/s]\nEpoch 0: |          | 755/? [05:54<00:00,  2.13it/s]\nEpoch 0: |          | 755/? [05:54<00:00,  2.13it/s]\nEpoch 0: |          | 756/? [05:55<00:00,  2.13it/s]\nEpoch 0: |          | 756/? [05:55<00:00,  2.13it/s]\nEpoch 0: |          | 757/? [05:55<00:00,  2.13it/s]\nEpoch 0: |          | 757/? [05:55<00:00,  2.13it/s]\nEpoch 0: |          | 758/? [05:56<00:00,  2.13it/s]\nEpoch 0: |          | 758/? [05:56<00:00,  2.13it/s]\nEpoch 0: |          | 759/? [05:56<00:00,  2.13it/s]\nEpoch 0: |          | 759/? [05:56<00:00,  2.13it/s]\nEpoch 0: |          | 760/? [05:56<00:00,  2.13it/s]\nEpoch 0: |          | 760/? [05:56<00:00,  2.13it/s]\nEpoch 0: |          | 761/? [05:57<00:00,  2.13it/s]\nEpoch 0: |          | 761/? [05:57<00:00,  2.13it/s]\nEpoch 0: |          | 762/? [05:57<00:00,  2.13it/s]\nEpoch 0: |          | 762/? [05:57<00:00,  2.13it/s]\nEpoch 0: |          | 763/? [05:58<00:00,  2.13it/s]\nEpoch 0: |          | 763/? [05:58<00:00,  2.13it/s]\nEpoch 0: |          | 764/? [05:58<00:00,  2.13it/s]\nEpoch 0: |          | 764/? [05:58<00:00,  2.13it/s]\nEpoch 0: |          | 765/? [05:58<00:00,  2.13it/s]\nEpoch 0: |          | 765/? [05:58<00:00,  2.13it/s]\nEpoch 0: |          | 766/? [05:59<00:00,  2.13it/s]\nEpoch 0: |          | 766/? [05:59<00:00,  2.13it/s]\nEpoch 0: |          | 767/? [05:59<00:00,  2.13it/s]\nEpoch 0: |          | 767/? [05:59<00:00,  2.13it/s]\nEpoch 0: |          | 768/? [06:00<00:00,  2.13it/s]\nEpoch 0: |          | 768/? [06:00<00:00,  2.13it/s]\nEpoch 0: |          | 769/? [06:00<00:00,  2.13it/s]\nEpoch 0: |          | 769/? [06:00<00:00,  2.13it/s]\nEpoch 0: |          | 770/? [06:00<00:00,  2.13it/s]\nEpoch 0: |          | 770/? [06:00<00:00,  2.13it/s]\nEpoch 0: |          | 771/? [06:01<00:00,  2.13it/s]\nEpoch 0: |          | 771/? [06:01<00:00,  2.13it/s]\nEpoch 0: |          | 772/? [06:01<00:00,  2.13it/s]\nEpoch 0: |          | 772/? [06:01<00:00,  2.13it/s]\nEpoch 0: |          | 773/? [06:02<00:00,  2.13it/s]\nEpoch 0: |          | 773/? [06:02<00:00,  2.13it/s]\nEpoch 0: |          | 774/? [06:02<00:00,  2.13it/s]\nEpoch 0: |          | 774/? [06:02<00:00,  2.13it/s]\nEpoch 0: |          | 775/? [06:02<00:00,  2.14it/s]\nEpoch 0: |          | 775/? [06:02<00:00,  2.14it/s]\nEpoch 0: |          | 776/? [06:03<00:00,  2.14it/s]\nEpoch 0: |          | 776/? [06:03<00:00,  2.14it/s]\nEpoch 0: |          | 777/? [06:03<00:00,  2.14it/s]\nEpoch 0: |          | 777/? [06:03<00:00,  2.14it/s]\nEpoch 0: |          | 778/? [06:04<00:00,  2.14it/s]\nEpoch 0: |          | 778/? [06:04<00:00,  2.14it/s]\nEpoch 0: |          | 779/? [06:04<00:00,  2.14it/s]\nEpoch 0: |          | 779/? [06:04<00:00,  2.14it/s]\nEpoch 0: |          | 780/? [06:05<00:00,  2.14it/s]\nEpoch 0: |          | 780/? [06:05<00:00,  2.14it/s]\nEpoch 0: |          | 781/? [06:05<00:00,  2.14it/s]\nEpoch 0: |          | 781/? [06:05<00:00,  2.14it/s]\nEpoch 0: |          | 782/? [06:05<00:00,  2.14it/s]\nEpoch 0: |          | 782/? [06:05<00:00,  2.14it/s]\nEpoch 0: |          | 783/? [06:06<00:00,  2.14it/s]\nEpoch 0: |          | 783/? [06:06<00:00,  2.14it/s]\nEpoch 0: |          | 784/? [06:06<00:00,  2.14it/s]\nEpoch 0: |          | 784/? [06:06<00:00,  2.14it/s]\nEpoch 0: |          | 785/? [06:06<00:00,  2.14it/s]\nEpoch 0: |          | 785/? [06:06<00:00,  2.14it/s]\nEpoch 0: |          | 786/? [06:07<00:00,  2.14it/s]\nEpoch 0: |          | 786/? [06:07<00:00,  2.14it/s]\nEpoch 0: |          | 787/? [06:07<00:00,  2.14it/s]\nEpoch 0: |          | 787/? [06:07<00:00,  2.14it/s]\nEpoch 0: |          | 788/? [06:08<00:00,  2.14it/s]\nEpoch 0: |          | 788/? [06:08<00:00,  2.14it/s]\nEpoch 0: |          | 789/? [06:08<00:00,  2.14it/s]\nEpoch 0: |          | 789/? [06:08<00:00,  2.14it/s]\nEpoch 0: |          | 790/? [06:08<00:00,  2.14it/s]\nEpoch 0: |          | 790/? [06:08<00:00,  2.14it/s]\nEpoch 0: |          | 791/? [06:09<00:00,  2.14it/s]\nEpoch 0: |          | 791/? [06:09<00:00,  2.14it/s]\nEpoch 0: |          | 792/? [06:09<00:00,  2.14it/s]\nEpoch 0: |          | 792/? [06:09<00:00,  2.14it/s]\nEpoch 0: |          | 793/? [06:10<00:00,  2.14it/s]\nEpoch 0: |          | 793/? [06:10<00:00,  2.14it/s]\nEpoch 0: |          | 794/? [06:10<00:00,  2.14it/s]\nEpoch 0: |          | 794/? [06:10<00:00,  2.14it/s]\nEpoch 0: |          | 795/? [06:10<00:00,  2.14it/s]\nEpoch 0: |          | 795/? [06:10<00:00,  2.14it/s]\nEpoch 0: |          | 796/? [06:11<00:00,  2.14it/s]\nEpoch 0: |          | 796/? [06:11<00:00,  2.14it/s]\nEpoch 0: |          | 797/? [06:11<00:00,  2.14it/s]\nEpoch 0: |          | 797/? [06:11<00:00,  2.14it/s]\nEpoch 0: |          | 798/? [06:12<00:00,  2.14it/s]\nEpoch 0: |          | 798/? [06:12<00:00,  2.14it/s]\nEpoch 0: |          | 799/? [06:12<00:00,  2.14it/s]\nEpoch 0: |          | 799/? [06:12<00:00,  2.14it/s]\nEpoch 0: |          | 800/? [06:12<00:00,  2.15it/s]\nEpoch 0: |          | 800/? [06:12<00:00,  2.15it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  5.80it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  5.55it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  5.66it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  5.54it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 800/? [06:13<00:00,  2.14it/s]\nEpoch 0: |          | 801/? [06:14<00:00,  2.14it/s]\nEpoch 0: |          | 801/? [06:14<00:00,  2.14it/s]\nEpoch 0: |          | 802/? [06:14<00:00,  2.14it/s]\nEpoch 0: |          | 802/? [06:14<00:00,  2.14it/s]\nEpoch 0: |          | 803/? [06:14<00:00,  2.14it/s]\nEpoch 0: |          | 803/? [06:14<00:00,  2.14it/s]\nEpoch 0: |          | 804/? [06:15<00:00,  2.14it/s]\nEpoch 0: |          | 804/? [06:15<00:00,  2.14it/s]\nEpoch 0: |          | 805/? [06:15<00:00,  2.14it/s]\nEpoch 0: |          | 805/? [06:15<00:00,  2.14it/s]\nEpoch 0: |          | 806/? [06:16<00:00,  2.14it/s]\nEpoch 0: |          | 806/? [06:16<00:00,  2.14it/s]\nEpoch 0: |          | 807/? [06:16<00:00,  2.14it/s]\nEpoch 0: |          | 807/? [06:16<00:00,  2.14it/s]\nEpoch 0: |          | 808/? [06:16<00:00,  2.14it/s]\nEpoch 0: |          | 808/? [06:16<00:00,  2.14it/s]\nEpoch 0: |          | 809/? [06:17<00:00,  2.14it/s]\nEpoch 0: |          | 809/? [06:17<00:00,  2.14it/s]\nEpoch 0: |          | 810/? [06:17<00:00,  2.14it/s]\nEpoch 0: |          | 810/? [06:17<00:00,  2.14it/s]\nEpoch 0: |          | 811/? [06:18<00:00,  2.15it/s]\nEpoch 0: |          | 811/? [06:18<00:00,  2.15it/s]\nEpoch 0: |          | 812/? [06:18<00:00,  2.15it/s]\nEpoch 0: |          | 812/? [06:18<00:00,  2.15it/s]\nEpoch 0: |          | 813/? [06:18<00:00,  2.15it/s]\nEpoch 0: |          | 813/? [06:18<00:00,  2.15it/s]\nEpoch 0: |          | 814/? [06:19<00:00,  2.15it/s]\nEpoch 0: |          | 814/? [06:19<00:00,  2.15it/s]\nEpoch 0: |          | 815/? [06:19<00:00,  2.15it/s]\nEpoch 0: |          | 815/? [06:19<00:00,  2.15it/s]\nEpoch 0: |          | 816/? [06:20<00:00,  2.15it/s]\nEpoch 0: |          | 816/? [06:20<00:00,  2.15it/s]\nEpoch 0: |          | 817/? [06:20<00:00,  2.15it/s]\nEpoch 0: |          | 817/? [06:20<00:00,  2.15it/s]\nEpoch 0: |          | 818/? [06:20<00:00,  2.15it/s]\nEpoch 0: |          | 818/? [06:20<00:00,  2.15it/s]\nEpoch 0: |          | 819/? [06:21<00:00,  2.15it/s]\nEpoch 0: |          | 819/? [06:21<00:00,  2.15it/s]\nEpoch 0: |          | 820/? [06:21<00:00,  2.15it/s]\nEpoch 0: |          | 820/? [06:21<00:00,  2.15it/s]\nEpoch 0: |          | 821/? [06:22<00:00,  2.15it/s]\nEpoch 0: |          | 821/? [06:22<00:00,  2.15it/s]\nEpoch 0: |          | 822/? [06:22<00:00,  2.15it/s]\nEpoch 0: |          | 822/? [06:22<00:00,  2.15it/s]\nEpoch 0: |          | 823/? [06:22<00:00,  2.15it/s]\nEpoch 0: |          | 823/? [06:22<00:00,  2.15it/s]\nEpoch 0: |          | 824/? [06:23<00:00,  2.15it/s]\nEpoch 0: |          | 824/? [06:23<00:00,  2.15it/s]\nEpoch 0: |          | 825/? [06:23<00:00,  2.15it/s]\nEpoch 0: |          | 825/? [06:23<00:00,  2.15it/s]\nEpoch 0: |          | 826/? [06:24<00:00,  2.15it/s]\nEpoch 0: |          | 826/? [06:24<00:00,  2.15it/s]\nEpoch 0: |          | 827/? [06:24<00:00,  2.15it/s]\nEpoch 0: |          | 827/? [06:24<00:00,  2.15it/s]\nEpoch 0: |          | 828/? [06:24<00:00,  2.15it/s]\nEpoch 0: |          | 828/? [06:24<00:00,  2.15it/s]\nEpoch 0: |          | 829/? [06:25<00:00,  2.15it/s]\nEpoch 0: |          | 829/? [06:25<00:00,  2.15it/s]\nEpoch 0: |          | 830/? [06:25<00:00,  2.15it/s]\nEpoch 0: |          | 830/? [06:25<00:00,  2.15it/s]\nEpoch 0: |          | 831/? [06:26<00:00,  2.15it/s]\nEpoch 0: |          | 831/? [06:26<00:00,  2.15it/s]\nEpoch 0: |          | 832/? [06:26<00:00,  2.15it/s]\nEpoch 0: |          | 832/? [06:26<00:00,  2.15it/s]\nEpoch 0: |          | 833/? [06:26<00:00,  2.15it/s]\nEpoch 0: |          | 833/? [06:26<00:00,  2.15it/s]\nEpoch 0: |          | 834/? [06:27<00:00,  2.15it/s]\nEpoch 0: |          | 834/? [06:27<00:00,  2.15it/s]\nEpoch 0: |          | 835/? [06:27<00:00,  2.15it/s]\nEpoch 0: |          | 835/? [06:27<00:00,  2.15it/s]\nEpoch 0: |          | 836/? [06:28<00:00,  2.15it/s]\nEpoch 0: |          | 836/? [06:28<00:00,  2.15it/s]\nEpoch 0: |          | 837/? [06:28<00:00,  2.15it/s]\nEpoch 0: |          | 837/? [06:28<00:00,  2.15it/s]\nEpoch 0: |          | 838/? [06:28<00:00,  2.16it/s]\nEpoch 0: |          | 838/? [06:28<00:00,  2.16it/s]\nEpoch 0: |          | 839/? [06:29<00:00,  2.16it/s]\nEpoch 0: |          | 839/? [06:29<00:00,  2.16it/s]\nEpoch 0: |          | 840/? [06:29<00:00,  2.16it/s]\nEpoch 0: |          | 840/? [06:29<00:00,  2.16it/s]\nEpoch 0: |          | 841/? [06:30<00:00,  2.16it/s]\nEpoch 0: |          | 841/? [06:30<00:00,  2.16it/s]\nEpoch 0: |          | 842/? [06:30<00:00,  2.16it/s]\nEpoch 0: |          | 842/? [06:30<00:00,  2.16it/s]\nEpoch 0: |          | 843/? [06:30<00:00,  2.16it/s]\nEpoch 0: |          | 843/? [06:30<00:00,  2.16it/s]\nEpoch 0: |          | 844/? [06:31<00:00,  2.16it/s]\nEpoch 0: |          | 844/? [06:31<00:00,  2.16it/s]\nEpoch 0: |          | 845/? [06:31<00:00,  2.16it/s]\nEpoch 0: |          | 845/? [06:31<00:00,  2.16it/s]\nEpoch 0: |          | 846/? [06:32<00:00,  2.16it/s]\nEpoch 0: |          | 846/? [06:32<00:00,  2.16it/s]\nEpoch 0: |          | 847/? [06:32<00:00,  2.16it/s]\nEpoch 0: |          | 847/? [06:32<00:00,  2.16it/s]\nEpoch 0: |          | 848/? [06:32<00:00,  2.16it/s]\nEpoch 0: |          | 848/? [06:32<00:00,  2.16it/s]\nEpoch 0: |          | 849/? [06:33<00:00,  2.16it/s]\nEpoch 0: |          | 849/? [06:33<00:00,  2.16it/s]\nEpoch 0: |          | 850/? [06:33<00:00,  2.16it/s]\nEpoch 0: |          | 850/? [06:33<00:00,  2.16it/s]\nEpoch 0: |          | 851/? [06:33<00:00,  2.16it/s]\nEpoch 0: |          | 851/? [06:33<00:00,  2.16it/s]\nEpoch 0: |          | 852/? [06:34<00:00,  2.16it/s]\nEpoch 0: |          | 852/? [06:34<00:00,  2.16it/s]\nEpoch 0: |          | 853/? [06:34<00:00,  2.16it/s]\nEpoch 0: |          | 853/? [06:34<00:00,  2.16it/s]\nEpoch 0: |          | 854/? [06:35<00:00,  2.16it/s]\nEpoch 0: |          | 854/? [06:35<00:00,  2.16it/s]\nEpoch 0: |          | 855/? [06:35<00:00,  2.16it/s]\nEpoch 0: |          | 855/? [06:35<00:00,  2.16it/s]\nEpoch 0: |          | 856/? [06:35<00:00,  2.16it/s]\nEpoch 0: |          | 856/? [06:35<00:00,  2.16it/s]\nEpoch 0: |          | 857/? [06:36<00:00,  2.16it/s]\nEpoch 0: |          | 857/? [06:36<00:00,  2.16it/s]\nEpoch 0: |          | 858/? [06:36<00:00,  2.16it/s]\nEpoch 0: |          | 858/? [06:36<00:00,  2.16it/s]\nEpoch 0: |          | 859/? [06:37<00:00,  2.16it/s]\nEpoch 0: |          | 859/? [06:37<00:00,  2.16it/s]\nEpoch 0: |          | 860/? [06:37<00:00,  2.16it/s]\nEpoch 0: |          | 860/? [06:37<00:00,  2.16it/s]\nEpoch 0: |          | 861/? [06:37<00:00,  2.16it/s]\nEpoch 0: |          | 861/? [06:37<00:00,  2.16it/s]\nEpoch 0: |          | 862/? [06:38<00:00,  2.16it/s]\nEpoch 0: |          | 862/? [06:38<00:00,  2.16it/s]\nEpoch 0: |          | 863/? [06:38<00:00,  2.16it/s]\nEpoch 0: |          | 863/? [06:38<00:00,  2.16it/s]\nEpoch 0: |          | 864/? [06:39<00:00,  2.16it/s]\nEpoch 0: |          | 864/? [06:39<00:00,  2.16it/s]\nEpoch 0: |          | 865/? [06:39<00:00,  2.16it/s]\nEpoch 0: |          | 865/? [06:39<00:00,  2.16it/s]\nEpoch 0: |          | 866/? [06:39<00:00,  2.17it/s]\nEpoch 0: |          | 866/? [06:39<00:00,  2.17it/s]\nEpoch 0: |          | 867/? [06:40<00:00,  2.17it/s]\nEpoch 0: |          | 867/? [06:40<00:00,  2.17it/s]\nEpoch 0: |          | 868/? [06:40<00:00,  2.17it/s]\nEpoch 0: |          | 868/? [06:40<00:00,  2.17it/s]\nEpoch 0: |          | 869/? [06:41<00:00,  2.17it/s]\nEpoch 0: |          | 869/? [06:41<00:00,  2.17it/s]\nEpoch 0: |          | 870/? [06:41<00:00,  2.17it/s]\nEpoch 0: |          | 870/? [06:41<00:00,  2.17it/s]\nEpoch 0: |          | 871/? [06:41<00:00,  2.17it/s]\nEpoch 0: |          | 871/? [06:41<00:00,  2.17it/s]\nEpoch 0: |          | 872/? [06:42<00:00,  2.17it/s]\nEpoch 0: |          | 872/? [06:42<00:00,  2.17it/s]\nEpoch 0: |          | 873/? [06:42<00:00,  2.17it/s]\nEpoch 0: |          | 873/? [06:42<00:00,  2.17it/s]\nEpoch 0: |          | 874/? [06:43<00:00,  2.17it/s]\nEpoch 0: |          | 874/? [06:43<00:00,  2.17it/s]\nEpoch 0: |          | 875/? [06:43<00:00,  2.17it/s]\nEpoch 0: |          | 875/? [06:43<00:00,  2.17it/s]\nEpoch 0: |          | 876/? [06:43<00:00,  2.17it/s]\nEpoch 0: |          | 876/? [06:43<00:00,  2.17it/s]\nEpoch 0: |          | 877/? [06:44<00:00,  2.17it/s]\nEpoch 0: |          | 877/? [06:44<00:00,  2.17it/s]\nEpoch 0: |          | 878/? [06:44<00:00,  2.17it/s]\nEpoch 0: |          | 878/? [06:44<00:00,  2.17it/s]\nEpoch 0: |          | 879/? [06:45<00:00,  2.17it/s]\nEpoch 0: |          | 879/? [06:45<00:00,  2.17it/s]\nEpoch 0: |          | 880/? [06:45<00:00,  2.17it/s]\nEpoch 0: |          | 880/? [06:45<00:00,  2.17it/s]\nEpoch 0: |          | 881/? [06:45<00:00,  2.17it/s]\nEpoch 0: |          | 881/? [06:45<00:00,  2.17it/s]\nEpoch 0: |          | 882/? [06:46<00:00,  2.17it/s]\nEpoch 0: |          | 882/? [06:46<00:00,  2.17it/s]\nEpoch 0: |          | 883/? [06:46<00:00,  2.17it/s]\nEpoch 0: |          | 883/? [06:46<00:00,  2.17it/s]\nEpoch 0: |          | 884/? [06:47<00:00,  2.17it/s]\nEpoch 0: |          | 884/? [06:47<00:00,  2.17it/s]\nEpoch 0: |          | 885/? [06:47<00:00,  2.17it/s]\nEpoch 0: |          | 885/? [06:47<00:00,  2.17it/s]\nEpoch 0: |          | 886/? [06:47<00:00,  2.17it/s]\nEpoch 0: |          | 886/? [06:47<00:00,  2.17it/s]\nEpoch 0: |          | 887/? [06:48<00:00,  2.17it/s]\nEpoch 0: |          | 887/? [06:48<00:00,  2.17it/s]\nEpoch 0: |          | 888/? [06:48<00:00,  2.17it/s]\nEpoch 0: |          | 888/? [06:48<00:00,  2.17it/s]\nEpoch 0: |          | 889/? [06:49<00:00,  2.17it/s]\nEpoch 0: |          | 889/? [06:49<00:00,  2.17it/s]\nEpoch 0: |          | 890/? [06:49<00:00,  2.17it/s]\nEpoch 0: |          | 890/? [06:49<00:00,  2.17it/s]\nEpoch 0: |          | 891/? [06:49<00:00,  2.17it/s]\nEpoch 0: |          | 891/? [06:49<00:00,  2.17it/s]\nEpoch 0: |          | 892/? [06:50<00:00,  2.17it/s]\nEpoch 0: |          | 892/? [06:50<00:00,  2.17it/s]\nEpoch 0: |          | 893/? [06:50<00:00,  2.17it/s]\nEpoch 0: |          | 893/? [06:50<00:00,  2.17it/s]\nEpoch 0: |          | 894/? [06:51<00:00,  2.17it/s]\nEpoch 0: |          | 894/? [06:51<00:00,  2.17it/s]\nEpoch 0: |          | 895/? [06:51<00:00,  2.18it/s]\nEpoch 0: |          | 895/? [06:51<00:00,  2.18it/s]\nEpoch 0: |          | 896/? [06:51<00:00,  2.18it/s]\nEpoch 0: |          | 896/? [06:51<00:00,  2.18it/s]\nEpoch 0: |          | 897/? [06:52<00:00,  2.18it/s]\nEpoch 0: |          | 897/? [06:52<00:00,  2.18it/s]\nEpoch 0: |          | 898/? [06:52<00:00,  2.18it/s]\nEpoch 0: |          | 898/? [06:52<00:00,  2.18it/s]\nEpoch 0: |          | 899/? [06:53<00:00,  2.18it/s]\nEpoch 0: |          | 899/? [06:53<00:00,  2.18it/s]\nEpoch 0: |          | 900/? [06:53<00:00,  2.18it/s]\nEpoch 0: |          | 900/? [06:53<00:00,  2.18it/s]\nEpoch 0: |          | 901/? [06:53<00:00,  2.18it/s]\nEpoch 0: |          | 901/? [06:53<00:00,  2.18it/s]\nEpoch 0: |          | 902/? [06:54<00:00,  2.18it/s]\nEpoch 0: |          | 902/? [06:54<00:00,  2.18it/s]\nEpoch 0: |          | 903/? [06:54<00:00,  2.18it/s]\nEpoch 0: |          | 903/? [06:54<00:00,  2.18it/s]\nEpoch 0: |          | 904/? [06:54<00:00,  2.18it/s]\nEpoch 0: |          | 904/? [06:54<00:00,  2.18it/s]\nEpoch 0: |          | 905/? [06:55<00:00,  2.18it/s]\nEpoch 0: |          | 905/? [06:55<00:00,  2.18it/s]\nEpoch 0: |          | 906/? [06:55<00:00,  2.18it/s]\nEpoch 0: |          | 906/? [06:55<00:00,  2.18it/s]\nEpoch 0: |          | 907/? [06:56<00:00,  2.18it/s]\nEpoch 0: |          | 907/? [06:56<00:00,  2.18it/s]\nEpoch 0: |          | 908/? [06:56<00:00,  2.18it/s]\nEpoch 0: |          | 908/? [06:56<00:00,  2.18it/s]\nEpoch 0: |          | 909/? [06:56<00:00,  2.18it/s]\nEpoch 0: |          | 909/? [06:56<00:00,  2.18it/s]\nEpoch 0: |          | 910/? [06:57<00:00,  2.18it/s]\nEpoch 0: |          | 910/? [06:57<00:00,  2.18it/s]\nEpoch 0: |          | 911/? [06:57<00:00,  2.18it/s]\nEpoch 0: |          | 911/? [06:57<00:00,  2.18it/s]\nEpoch 0: |          | 912/? [06:58<00:00,  2.18it/s]\nEpoch 0: |          | 912/? [06:58<00:00,  2.18it/s]\nEpoch 0: |          | 913/? [06:58<00:00,  2.18it/s]\nEpoch 0: |          | 913/? [06:58<00:00,  2.18it/s]\nEpoch 0: |          | 914/? [06:58<00:00,  2.18it/s]\nEpoch 0: |          | 914/? [06:58<00:00,  2.18it/s]\nEpoch 0: |          | 915/? [06:59<00:00,  2.18it/s]\nEpoch 0: |          | 915/? [06:59<00:00,  2.18it/s]\nEpoch 0: |          | 916/? [06:59<00:00,  2.18it/s]\nEpoch 0: |          | 916/? [06:59<00:00,  2.18it/s]\nEpoch 0: |          | 917/? [07:00<00:00,  2.18it/s]\nEpoch 0: |          | 917/? [07:00<00:00,  2.18it/s]\nEpoch 0: |          | 918/? [07:00<00:00,  2.18it/s]\nEpoch 0: |          | 918/? [07:00<00:00,  2.18it/s]\nEpoch 0: |          | 919/? [07:00<00:00,  2.18it/s]\nEpoch 0: |          | 919/? [07:00<00:00,  2.18it/s]\nEpoch 0: |          | 920/? [07:01<00:00,  2.18it/s]\nEpoch 0: |          | 920/? [07:01<00:00,  2.18it/s]\nEpoch 0: |          | 921/? [07:01<00:00,  2.18it/s]\nEpoch 0: |          | 921/? [07:01<00:00,  2.18it/s]\nEpoch 0: |          | 922/? [07:02<00:00,  2.18it/s]\nEpoch 0: |          | 922/? [07:02<00:00,  2.18it/s]\nEpoch 0: |          | 923/? [07:02<00:00,  2.18it/s]\nEpoch 0: |          | 923/? [07:02<00:00,  2.18it/s]\nEpoch 0: |          | 924/? [07:02<00:00,  2.18it/s]\nEpoch 0: |          | 924/? [07:02<00:00,  2.18it/s]\nEpoch 0: |          | 925/? [07:03<00:00,  2.19it/s]\nEpoch 0: |          | 925/? [07:03<00:00,  2.19it/s]\nEpoch 0: |          | 926/? [07:03<00:00,  2.19it/s]\nEpoch 0: |          | 926/? [07:03<00:00,  2.19it/s]\nEpoch 0: |          | 927/? [07:04<00:00,  2.19it/s]\nEpoch 0: |          | 927/? [07:04<00:00,  2.19it/s]\nEpoch 0: |          | 928/? [07:04<00:00,  2.19it/s]\nEpoch 0: |          | 928/? [07:04<00:00,  2.19it/s]\nEpoch 0: |          | 929/? [07:04<00:00,  2.19it/s]\nEpoch 0: |          | 929/? [07:04<00:00,  2.19it/s]\nEpoch 0: |          | 930/? [07:05<00:00,  2.19it/s]\nEpoch 0: |          | 930/? [07:05<00:00,  2.19it/s]\nEpoch 0: |          | 931/? [07:05<00:00,  2.19it/s]\nEpoch 0: |          | 931/? [07:05<00:00,  2.19it/s]\nEpoch 0: |          | 932/? [07:06<00:00,  2.19it/s]\nEpoch 0: |          | 932/? [07:06<00:00,  2.19it/s]\nEpoch 0: |          | 933/? [07:06<00:00,  2.19it/s]\nEpoch 0: |          | 933/? [07:06<00:00,  2.19it/s]\nEpoch 0: |          | 934/? [07:06<00:00,  2.19it/s]\nEpoch 0: |          | 934/? [07:06<00:00,  2.19it/s]\nEpoch 0: |          | 935/? [07:07<00:00,  2.19it/s]\nEpoch 0: |          | 935/? [07:07<00:00,  2.19it/s]\nEpoch 0: |          | 936/? [07:07<00:00,  2.19it/s]\nEpoch 0: |          | 936/? [07:07<00:00,  2.19it/s]\nEpoch 0: |          | 937/? [07:08<00:00,  2.19it/s]\nEpoch 0: |          | 937/? [07:08<00:00,  2.19it/s]\nEpoch 0: |          | 938/? [07:08<00:00,  2.19it/s]\nEpoch 0: |          | 938/? [07:08<00:00,  2.19it/s]\nEpoch 0: |          | 939/? [07:08<00:00,  2.19it/s]\nEpoch 0: |          | 939/? [07:08<00:00,  2.19it/s]\nEpoch 0: |          | 940/? [07:09<00:00,  2.19it/s]\nEpoch 0: |          | 940/? [07:09<00:00,  2.19it/s]\nEpoch 0: |          | 941/? [07:09<00:00,  2.19it/s]\nEpoch 0: |          | 941/? [07:09<00:00,  2.19it/s]\nEpoch 0: |          | 942/? [07:10<00:00,  2.19it/s]\nEpoch 0: |          | 942/? [07:10<00:00,  2.19it/s]\nEpoch 0: |          | 943/? [07:10<00:00,  2.19it/s]\nEpoch 0: |          | 943/? [07:10<00:00,  2.19it/s]\nEpoch 0: |          | 944/? [07:10<00:00,  2.19it/s]\nEpoch 0: |          | 944/? [07:10<00:00,  2.19it/s]\nEpoch 0: |          | 945/? [07:11<00:00,  2.19it/s]\nEpoch 0: |          | 945/? [07:11<00:00,  2.19it/s]\nEpoch 0: |          | 946/? [07:11<00:00,  2.19it/s]\nEpoch 0: |          | 946/? [07:11<00:00,  2.19it/s]\nEpoch 0: |          | 947/? [07:12<00:00,  2.19it/s]\nEpoch 0: |          | 947/? [07:12<00:00,  2.19it/s]\nEpoch 0: |          | 948/? [07:12<00:00,  2.19it/s]\nEpoch 0: |          | 948/? [07:12<00:00,  2.19it/s]\nEpoch 0: |          | 949/? [07:12<00:00,  2.19it/s]\nEpoch 0: |          | 949/? [07:12<00:00,  2.19it/s]\nEpoch 0: |          | 950/? [07:13<00:00,  2.19it/s]\nEpoch 0: |          | 950/? [07:13<00:00,  2.19it/s]\nEpoch 0: |          | 951/? [07:13<00:00,  2.19it/s]\nEpoch 0: |          | 951/? [07:13<00:00,  2.19it/s]\nEpoch 0: |          | 952/? [07:13<00:00,  2.19it/s]\nEpoch 0: |          | 952/? [07:13<00:00,  2.19it/s]\nEpoch 0: |          | 953/? [07:14<00:00,  2.19it/s]\nEpoch 0: |          | 953/? [07:14<00:00,  2.19it/s]\nEpoch 0: |          | 954/? [07:14<00:00,  2.19it/s]\nEpoch 0: |          | 954/? [07:14<00:00,  2.19it/s]\nEpoch 0: |          | 955/? [07:15<00:00,  2.19it/s]\nEpoch 0: |          | 955/? [07:15<00:00,  2.19it/s]\nEpoch 0: |          | 956/? [07:15<00:00,  2.19it/s]\nEpoch 0: |          | 956/? [07:15<00:00,  2.19it/s]\nEpoch 0: |          | 957/? [07:15<00:00,  2.20it/s]\nEpoch 0: |          | 957/? [07:15<00:00,  2.20it/s]\nEpoch 0: |          | 958/? [07:16<00:00,  2.20it/s]\nEpoch 0: |          | 958/? [07:16<00:00,  2.20it/s]\nEpoch 0: |          | 959/? [07:16<00:00,  2.20it/s]\nEpoch 0: |          | 959/? [07:16<00:00,  2.20it/s]\nEpoch 0: |          | 960/? [07:17<00:00,  2.20it/s]\nEpoch 0: |          | 960/? [07:17<00:00,  2.20it/s]\nEpoch 0: |          | 961/? [07:17<00:00,  2.20it/s]\nEpoch 0: |          | 961/? [07:17<00:00,  2.20it/s]\nEpoch 0: |          | 962/? [07:17<00:00,  2.20it/s]\nEpoch 0: |          | 962/? [07:17<00:00,  2.20it/s]\nEpoch 0: |          | 963/? [07:18<00:00,  2.20it/s]\nEpoch 0: |          | 963/? [07:18<00:00,  2.20it/s]\nEpoch 0: |          | 964/? [07:18<00:00,  2.20it/s]\nEpoch 0: |          | 964/? [07:18<00:00,  2.20it/s]\nEpoch 0: |          | 965/? [07:19<00:00,  2.20it/s]\nEpoch 0: |          | 965/? [07:19<00:00,  2.20it/s]\nEpoch 0: |          | 966/? [07:19<00:00,  2.20it/s]\nEpoch 0: |          | 966/? [07:19<00:00,  2.20it/s]\nEpoch 0: |          | 967/? [07:19<00:00,  2.20it/s]\nEpoch 0: |          | 967/? [07:19<00:00,  2.20it/s]\nEpoch 0: |          | 968/? [07:20<00:00,  2.20it/s]\nEpoch 0: |          | 968/? [07:20<00:00,  2.20it/s]\nEpoch 0: |          | 969/? [07:20<00:00,  2.20it/s]\nEpoch 0: |          | 969/? [07:20<00:00,  2.20it/s]\nEpoch 0: |          | 970/? [07:21<00:00,  2.20it/s]\nEpoch 0: |          | 970/? [07:21<00:00,  2.20it/s]\nEpoch 0: |          | 971/? [07:21<00:00,  2.20it/s]\nEpoch 0: |          | 971/? [07:21<00:00,  2.20it/s]\nEpoch 0: |          | 972/? [07:21<00:00,  2.20it/s]\nEpoch 0: |          | 972/? [07:21<00:00,  2.20it/s]\nEpoch 0: |          | 973/? [07:22<00:00,  2.20it/s]\nEpoch 0: |          | 973/? [07:22<00:00,  2.20it/s]\nEpoch 0: |          | 974/? [07:22<00:00,  2.20it/s]\nEpoch 0: |          | 974/? [07:22<00:00,  2.20it/s]\nEpoch 0: |          | 975/? [07:23<00:00,  2.20it/s]\nEpoch 0: |          | 975/? [07:23<00:00,  2.20it/s]\nEpoch 0: |          | 976/? [07:23<00:00,  2.20it/s]\nEpoch 0: |          | 976/? [07:23<00:00,  2.20it/s]\nEpoch 0: |          | 977/? [07:23<00:00,  2.20it/s]\nEpoch 0: |          | 977/? [07:23<00:00,  2.20it/s]\nEpoch 0: |          | 978/? [07:24<00:00,  2.20it/s]\nEpoch 0: |          | 978/? [07:24<00:00,  2.20it/s]\nEpoch 0: |          | 979/? [07:24<00:00,  2.20it/s]\nEpoch 0: |          | 979/? [07:24<00:00,  2.20it/s]\nEpoch 0: |          | 980/? [07:24<00:00,  2.20it/s]\nEpoch 0: |          | 980/? [07:24<00:00,  2.20it/s]\nEpoch 0: |          | 981/? [07:25<00:00,  2.20it/s]\nEpoch 0: |          | 981/? [07:25<00:00,  2.20it/s]\nEpoch 0: |          | 982/? [07:25<00:00,  2.20it/s]\nEpoch 0: |          | 982/? [07:25<00:00,  2.20it/s]\nEpoch 0: |          | 983/? [07:26<00:00,  2.20it/s]\nEpoch 0: |          | 983/? [07:26<00:00,  2.20it/s]\nEpoch 0: |          | 984/? [07:26<00:00,  2.20it/s]\nEpoch 0: |          | 984/? [07:26<00:00,  2.20it/s]\nEpoch 0: |          | 985/? [07:26<00:00,  2.20it/s]\nEpoch 0: |          | 985/? [07:26<00:00,  2.20it/s]\nEpoch 0: |          | 986/? [07:27<00:00,  2.20it/s]\nEpoch 0: |          | 986/? [07:27<00:00,  2.20it/s]\nEpoch 0: |          | 987/? [07:27<00:00,  2.20it/s]\nEpoch 0: |          | 987/? [07:27<00:00,  2.20it/s]\nEpoch 0: |          | 988/? [07:28<00:00,  2.20it/s]\nEpoch 0: |          | 988/? [07:28<00:00,  2.20it/s]\nEpoch 0: |          | 989/? [07:28<00:00,  2.20it/s]\nEpoch 0: |          | 989/? [07:28<00:00,  2.20it/s]\nEpoch 0: |          | 990/? [07:28<00:00,  2.21it/s]\nEpoch 0: |          | 990/? [07:28<00:00,  2.21it/s]\nEpoch 0: |          | 991/? [07:29<00:00,  2.21it/s]\nEpoch 0: |          | 991/? [07:29<00:00,  2.21it/s]\nEpoch 0: |          | 992/? [07:29<00:00,  2.21it/s]\nEpoch 0: |          | 992/? [07:29<00:00,  2.21it/s]\nEpoch 0: |          | 993/? [07:30<00:00,  2.21it/s]\nEpoch 0: |          | 993/? [07:30<00:00,  2.21it/s]\nEpoch 0: |          | 994/? [07:30<00:00,  2.21it/s]\nEpoch 0: |          | 994/? [07:30<00:00,  2.21it/s]\nEpoch 0: |          | 995/? [07:30<00:00,  2.21it/s]\nEpoch 0: |          | 995/? [07:30<00:00,  2.21it/s]\nEpoch 0: |          | 996/? [07:31<00:00,  2.21it/s]\nEpoch 0: |          | 996/? [07:31<00:00,  2.21it/s]\nEpoch 0: |          | 997/? [07:31<00:00,  2.21it/s]\nEpoch 0: |          | 997/? [07:31<00:00,  2.21it/s]\nEpoch 0: |          | 998/? [07:32<00:00,  2.21it/s]\nEpoch 0: |          | 998/? [07:32<00:00,  2.21it/s]\nEpoch 0: |          | 999/? [07:32<00:00,  2.21it/s]\nEpoch 0: |          | 999/? [07:32<00:00,  2.21it/s]\nEpoch 0: |          | 1000/? [07:32<00:00,  2.21it/s]\nEpoch 0: |          | 1000/? [07:32<00:00,  2.21it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  6.54it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  6.28it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  6.38it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.28it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 1000/? [07:33<00:00,  2.21it/s]\nEpoch 0: |          | 1001/? [07:33<00:00,  2.21it/s]\nEpoch 0: |          | 1001/? [07:33<00:00,  2.21it/s]\nEpoch 0: |          | 1002/? [07:34<00:00,  2.21it/s]\nEpoch 0: |          | 1002/? [07:34<00:00,  2.21it/s]\nEpoch 0: |          | 1003/? [07:34<00:00,  2.21it/s]\nEpoch 0: |          | 1003/? [07:34<00:00,  2.21it/s]\nEpoch 0: |          | 1004/? [07:35<00:00,  2.21it/s]\nEpoch 0: |          | 1004/? [07:35<00:00,  2.21it/s]\nEpoch 0: |          | 1005/? [07:35<00:00,  2.21it/s]\nEpoch 0: |          | 1005/? [07:35<00:00,  2.21it/s]\nEpoch 0: |          | 1006/? [07:35<00:00,  2.21it/s]\nEpoch 0: |          | 1006/? [07:35<00:00,  2.21it/s]\nEpoch 0: |          | 1007/? [07:36<00:00,  2.21it/s]\nEpoch 0: |          | 1007/? [07:36<00:00,  2.21it/s]\nEpoch 0: |          | 1008/? [07:36<00:00,  2.21it/s]\nEpoch 0: |          | 1008/? [07:36<00:00,  2.21it/s]\nEpoch 0: |          | 1009/? [07:37<00:00,  2.21it/s]\nEpoch 0: |          | 1009/? [07:37<00:00,  2.21it/s]\nEpoch 0: |          | 1010/? [07:37<00:00,  2.21it/s]\nEpoch 0: |          | 1010/? [07:37<00:00,  2.21it/s]\nEpoch 0: |          | 1011/? [07:37<00:00,  2.21it/s]\nEpoch 0: |          | 1011/? [07:37<00:00,  2.21it/s]\nEpoch 0: |          | 1012/? [07:38<00:00,  2.21it/s]\nEpoch 0: |          | 1012/? [07:38<00:00,  2.21it/s]\nEpoch 0: |          | 1013/? [07:38<00:00,  2.21it/s]\nEpoch 0: |          | 1013/? [07:38<00:00,  2.21it/s]\nEpoch 0: |          | 1014/? [07:39<00:00,  2.21it/s]\nEpoch 0: |          | 1014/? [07:39<00:00,  2.21it/s]\nEpoch 0: |          | 1015/? [07:39<00:00,  2.21it/s]\nEpoch 0: |          | 1015/? [07:39<00:00,  2.21it/s]\nEpoch 0: |          | 1016/? [07:39<00:00,  2.21it/s]\nEpoch 0: |          | 1016/? [07:39<00:00,  2.21it/s]\nEpoch 0: |          | 1017/? [07:40<00:00,  2.21it/s]\nEpoch 0: |          | 1017/? [07:40<00:00,  2.21it/s]\nEpoch 0: |          | 1018/? [07:40<00:00,  2.21it/s]\nEpoch 0: |          | 1018/? [07:40<00:00,  2.21it/s]\nEpoch 0: |          | 1019/? [07:40<00:00,  2.21it/s]\nEpoch 0: |          | 1019/? [07:40<00:00,  2.21it/s]\nEpoch 0: |          | 1020/? [07:41<00:00,  2.21it/s]\nEpoch 0: |          | 1020/? [07:41<00:00,  2.21it/s]\nEpoch 0: |          | 1021/? [07:41<00:00,  2.21it/s]\nEpoch 0: |          | 1021/? [07:41<00:00,  2.21it/s]\nEpoch 0: |          | 1022/? [07:42<00:00,  2.21it/s]\nEpoch 0: |          | 1022/? [07:42<00:00,  2.21it/s]\nEpoch 0: |          | 1023/? [07:42<00:00,  2.21it/s]\nEpoch 0: |          | 1023/? [07:42<00:00,  2.21it/s]\nEpoch 0: |          | 1024/? [07:42<00:00,  2.21it/s]\nEpoch 0: |          | 1024/? [07:42<00:00,  2.21it/s]\nEpoch 0: |          | 1025/? [07:43<00:00,  2.21it/s]\nEpoch 0: |          | 1025/? [07:43<00:00,  2.21it/s]\nEpoch 0: |          | 1026/? [07:43<00:00,  2.21it/s]\nEpoch 0: |          | 1026/? [07:43<00:00,  2.21it/s]\nEpoch 0: |          | 1027/? [07:44<00:00,  2.21it/s]\nEpoch 0: |          | 1027/? [07:44<00:00,  2.21it/s]\nEpoch 0: |          | 1028/? [07:44<00:00,  2.21it/s]\nEpoch 0: |          | 1028/? [07:44<00:00,  2.21it/s]\nEpoch 0: |          | 1029/? [07:44<00:00,  2.21it/s]\nEpoch 0: |          | 1029/? [07:44<00:00,  2.21it/s]\nEpoch 0: |          | 1030/? [07:45<00:00,  2.21it/s]\nEpoch 0: |          | 1030/? [07:45<00:00,  2.21it/s]\nEpoch 0: |          | 1031/? [07:45<00:00,  2.21it/s]\nEpoch 0: |          | 1031/? [07:45<00:00,  2.21it/s]\nEpoch 0: |          | 1032/? [07:46<00:00,  2.21it/s]\nEpoch 0: |          | 1032/? [07:46<00:00,  2.21it/s]\nEpoch 0: |          | 1033/? [07:46<00:00,  2.21it/s]\nEpoch 0: |          | 1033/? [07:46<00:00,  2.21it/s]\nEpoch 0: |          | 1034/? [07:46<00:00,  2.21it/s]\nEpoch 0: |          | 1034/? [07:46<00:00,  2.21it/s]\nEpoch 0: |          | 1035/? [07:47<00:00,  2.21it/s]\nEpoch 0: |          | 1035/? [07:47<00:00,  2.21it/s]\nEpoch 0: |          | 1036/? [07:47<00:00,  2.22it/s]\nEpoch 0: |          | 1036/? [07:47<00:00,  2.22it/s]\nEpoch 0: |          | 1037/? [07:48<00:00,  2.22it/s]\nEpoch 0: |          | 1037/? [07:48<00:00,  2.22it/s]\nEpoch 0: |          | 1038/? [07:48<00:00,  2.22it/s]\nEpoch 0: |          | 1038/? [07:48<00:00,  2.22it/s]\nEpoch 0: |          | 1039/? [07:48<00:00,  2.22it/s]\nEpoch 0: |          | 1039/? [07:48<00:00,  2.22it/s]\nEpoch 0: |          | 1040/? [07:49<00:00,  2.22it/s]\nEpoch 0: |          | 1040/? [07:49<00:00,  2.22it/s]\nEpoch 0: |          | 1041/? [07:49<00:00,  2.22it/s]\nEpoch 0: |          | 1041/? [07:49<00:00,  2.22it/s]\nEpoch 0: |          | 1042/? [07:50<00:00,  2.22it/s]\nEpoch 0: |          | 1042/? [07:50<00:00,  2.22it/s]\nEpoch 0: |          | 1043/? [07:50<00:00,  2.22it/s]\nEpoch 0: |          | 1043/? [07:50<00:00,  2.22it/s]\nEpoch 0: |          | 1044/? [07:50<00:00,  2.22it/s]\nEpoch 0: |          | 1044/? [07:50<00:00,  2.22it/s]\nEpoch 0: |          | 1045/? [07:51<00:00,  2.22it/s]\nEpoch 0: |          | 1045/? [07:51<00:00,  2.22it/s]\nEpoch 0: |          | 1046/? [07:51<00:00,  2.22it/s]\nEpoch 0: |          | 1046/? [07:51<00:00,  2.22it/s]\nEpoch 0: |          | 1047/? [07:52<00:00,  2.22it/s]\nEpoch 0: |          | 1047/? [07:52<00:00,  2.22it/s]\nEpoch 0: |          | 1048/? [07:52<00:00,  2.22it/s]\nEpoch 0: |          | 1048/? [07:52<00:00,  2.22it/s]\nEpoch 0: |          | 1049/? [07:52<00:00,  2.22it/s]\nEpoch 0: |          | 1049/? [07:52<00:00,  2.22it/s]\nEpoch 0: |          | 1050/? [07:53<00:00,  2.22it/s]\nEpoch 0: |          | 1050/? [07:53<00:00,  2.22it/s]\nEpoch 0: |          | 1051/? [07:53<00:00,  2.22it/s]\nEpoch 0: |          | 1051/? [07:53<00:00,  2.22it/s]\nEpoch 0: |          | 1052/? [07:53<00:00,  2.22it/s]\nEpoch 0: |          | 1052/? [07:53<00:00,  2.22it/s]\nEpoch 0: |          | 1053/? [07:54<00:00,  2.22it/s]\nEpoch 0: |          | 1053/? [07:54<00:00,  2.22it/s]\nEpoch 0: |          | 1054/? [07:54<00:00,  2.22it/s]\nEpoch 0: |          | 1054/? [07:54<00:00,  2.22it/s]\nEpoch 0: |          | 1055/? [07:55<00:00,  2.22it/s]\nEpoch 0: |          | 1055/? [07:55<00:00,  2.22it/s]\nEpoch 0: |          | 1056/? [07:55<00:00,  2.22it/s]\nEpoch 0: |          | 1056/? [07:55<00:00,  2.22it/s]\nEpoch 0: |          | 1057/? [07:55<00:00,  2.22it/s]\nEpoch 0: |          | 1057/? [07:55<00:00,  2.22it/s]\nEpoch 0: |          | 1058/? [07:56<00:00,  2.22it/s]\nEpoch 0: |          | 1058/? [07:56<00:00,  2.22it/s]\nEpoch 0: |          | 1059/? [07:56<00:00,  2.22it/s]\nEpoch 0: |          | 1059/? [07:56<00:00,  2.22it/s]\nEpoch 0: |          | 1060/? [07:57<00:00,  2.22it/s]\nEpoch 0: |          | 1060/? [07:57<00:00,  2.22it/s]\nEpoch 0: |          | 1061/? [07:57<00:00,  2.22it/s]\nEpoch 0: |          | 1061/? [07:57<00:00,  2.22it/s]\nEpoch 0: |          | 1062/? [07:57<00:00,  2.22it/s]\nEpoch 0: |          | 1062/? [07:57<00:00,  2.22it/s]\nEpoch 0: |          | 1063/? [07:58<00:00,  2.22it/s]\nEpoch 0: |          | 1063/? [07:58<00:00,  2.22it/s]\nEpoch 0: |          | 1064/? [07:58<00:00,  2.22it/s]\nEpoch 0: |          | 1064/? [07:58<00:00,  2.22it/s]\nEpoch 0: |          | 1065/? [07:59<00:00,  2.22it/s]\nEpoch 0: |          | 1065/? [07:59<00:00,  2.22it/s]\nEpoch 0: |          | 1066/? [07:59<00:00,  2.22it/s]\nEpoch 0: |          | 1066/? [07:59<00:00,  2.22it/s]\nEpoch 0: |          | 1067/? [07:59<00:00,  2.22it/s]\nEpoch 0: |          | 1067/? [07:59<00:00,  2.22it/s]\nEpoch 0: |          | 1068/? [08:00<00:00,  2.22it/s]\nEpoch 0: |          | 1068/? [08:00<00:00,  2.22it/s]\nEpoch 0: |          | 1069/? [08:00<00:00,  2.22it/s]\nEpoch 0: |          | 1069/? [08:00<00:00,  2.22it/s]\nEpoch 0: |          | 1070/? [08:01<00:00,  2.22it/s]\nEpoch 0: |          | 1070/? [08:01<00:00,  2.22it/s]\nEpoch 0: |          | 1071/? [08:01<00:00,  2.22it/s]\nEpoch 0: |          | 1071/? [08:01<00:00,  2.22it/s]\nEpoch 0: |          | 1072/? [08:01<00:00,  2.22it/s]\nEpoch 0: |          | 1072/? [08:01<00:00,  2.22it/s]\nEpoch 0: |          | 1073/? [08:02<00:00,  2.22it/s]\nEpoch 0: |          | 1073/? [08:02<00:00,  2.22it/s]\nEpoch 0: |          | 1074/? [08:02<00:00,  2.23it/s]\nEpoch 0: |          | 1074/? [08:02<00:00,  2.23it/s]\nEpoch 0: |          | 1075/? [08:03<00:00,  2.23it/s]\nEpoch 0: |          | 1075/? [08:03<00:00,  2.23it/s]\nEpoch 0: |          | 1076/? [08:03<00:00,  2.23it/s]\nEpoch 0: |          | 1076/? [08:03<00:00,  2.23it/s]\nEpoch 0: |          | 1077/? [08:03<00:00,  2.23it/s]\nEpoch 0: |          | 1077/? [08:03<00:00,  2.23it/s]\nEpoch 0: |          | 1078/? [08:04<00:00,  2.23it/s]\nEpoch 0: |          | 1078/? [08:04<00:00,  2.23it/s]\nEpoch 0: |          | 1079/? [08:04<00:00,  2.23it/s]\nEpoch 0: |          | 1079/? [08:04<00:00,  2.23it/s]\nEpoch 0: |          | 1080/? [08:05<00:00,  2.23it/s]\nEpoch 0: |          | 1080/? [08:05<00:00,  2.23it/s]\nEpoch 0: |          | 1081/? [08:05<00:00,  2.23it/s]\nEpoch 0: |          | 1081/? [08:05<00:00,  2.23it/s]\nEpoch 0: |          | 1082/? [08:05<00:00,  2.23it/s]\nEpoch 0: |          | 1082/? [08:05<00:00,  2.23it/s]\nEpoch 0: |          | 1083/? [08:06<00:00,  2.23it/s]\nEpoch 0: |          | 1083/? [08:06<00:00,  2.23it/s]\nEpoch 0: |          | 1084/? [08:06<00:00,  2.23it/s]\nEpoch 0: |          | 1084/? [08:06<00:00,  2.23it/s]\nEpoch 0: |          | 1085/? [08:07<00:00,  2.23it/s]\nEpoch 0: |          | 1085/? [08:07<00:00,  2.23it/s]\nEpoch 0: |          | 1086/? [08:07<00:00,  2.23it/s]\nEpoch 0: |          | 1086/? [08:07<00:00,  2.23it/s]\nEpoch 0: |          | 1087/? [08:07<00:00,  2.23it/s]\nEpoch 0: |          | 1087/? [08:07<00:00,  2.23it/s]\nEpoch 0: |          | 1088/? [08:08<00:00,  2.23it/s]\nEpoch 0: |          | 1088/? [08:08<00:00,  2.23it/s]\nEpoch 0: |          | 1089/? [08:08<00:00,  2.23it/s]\nEpoch 0: |          | 1089/? [08:08<00:00,  2.23it/s]\nEpoch 0: |          | 1090/? [08:08<00:00,  2.23it/s]\nEpoch 0: |          | 1090/? [08:08<00:00,  2.23it/s]\nEpoch 0: |          | 1091/? [08:09<00:00,  2.23it/s]\nEpoch 0: |          | 1091/? [08:09<00:00,  2.23it/s]\nEpoch 0: |          | 1092/? [08:09<00:00,  2.23it/s]\nEpoch 0: |          | 1092/? [08:09<00:00,  2.23it/s]\nEpoch 0: |          | 1093/? [08:10<00:00,  2.23it/s]\nEpoch 0: |          | 1093/? [08:10<00:00,  2.23it/s]\nEpoch 0: |          | 1094/? [08:10<00:00,  2.23it/s]\nEpoch 0: |          | 1094/? [08:10<00:00,  2.23it/s]\nEpoch 0: |          | 1095/? [08:10<00:00,  2.23it/s]\nEpoch 0: |          | 1095/? [08:10<00:00,  2.23it/s]\nEpoch 0: |          | 1096/? [08:11<00:00,  2.23it/s]\nEpoch 0: |          | 1096/? [08:11<00:00,  2.23it/s]\nEpoch 0: |          | 1097/? [08:11<00:00,  2.23it/s]\nEpoch 0: |          | 1097/? [08:11<00:00,  2.23it/s]\nEpoch 0: |          | 1098/? [08:12<00:00,  2.23it/s]\nEpoch 0: |          | 1098/? [08:12<00:00,  2.23it/s]\nEpoch 0: |          | 1099/? [08:12<00:00,  2.23it/s]\nEpoch 0: |          | 1099/? [08:12<00:00,  2.23it/s]\nEpoch 0: |          | 1100/? [08:12<00:00,  2.23it/s]\nEpoch 0: |          | 1100/? [08:12<00:00,  2.23it/s]\nEpoch 0: |          | 1101/? [08:13<00:00,  2.23it/s]\nEpoch 0: |          | 1101/? [08:13<00:00,  2.23it/s]\nEpoch 0: |          | 1102/? [08:13<00:00,  2.23it/s]\nEpoch 0: |          | 1102/? [08:13<00:00,  2.23it/s]\nEpoch 0: |          | 1103/? [08:14<00:00,  2.23it/s]\nEpoch 0: |          | 1103/? [08:14<00:00,  2.23it/s]\nEpoch 0: |          | 1104/? [08:14<00:00,  2.23it/s]\nEpoch 0: |          | 1104/? [08:14<00:00,  2.23it/s]\nEpoch 0: |          | 1105/? [08:14<00:00,  2.23it/s]\nEpoch 0: |          | 1105/? [08:14<00:00,  2.23it/s]\nEpoch 0: |          | 1106/? [08:15<00:00,  2.23it/s]\nEpoch 0: |          | 1106/? [08:15<00:00,  2.23it/s]\nEpoch 0: |          | 1107/? [08:15<00:00,  2.23it/s]\nEpoch 0: |          | 1107/? [08:15<00:00,  2.23it/s]\nEpoch 0: |          | 1108/? [08:16<00:00,  2.23it/s]\nEpoch 0: |          | 1108/? [08:16<00:00,  2.23it/s]\nEpoch 0: |          | 1109/? [08:16<00:00,  2.23it/s]\nEpoch 0: |          | 1109/? [08:16<00:00,  2.23it/s]\nEpoch 0: |          | 1110/? [08:16<00:00,  2.23it/s]\nEpoch 0: |          | 1110/? [08:16<00:00,  2.23it/s]\nEpoch 0: |          | 1111/? [08:17<00:00,  2.23it/s]\nEpoch 0: |          | 1111/? [08:17<00:00,  2.23it/s]\nEpoch 0: |          | 1112/? [08:17<00:00,  2.23it/s]\nEpoch 0: |          | 1112/? [08:17<00:00,  2.23it/s]\nEpoch 0: |          | 1113/? [08:18<00:00,  2.23it/s]\nEpoch 0: |          | 1113/? [08:18<00:00,  2.23it/s]\nEpoch 0: |          | 1114/? [08:18<00:00,  2.24it/s]\nEpoch 0: |          | 1114/? [08:18<00:00,  2.24it/s]\nEpoch 0: |          | 1115/? [08:18<00:00,  2.24it/s]\nEpoch 0: |          | 1115/? [08:18<00:00,  2.24it/s]\nEpoch 0: |          | 1116/? [08:19<00:00,  2.24it/s]\nEpoch 0: |          | 1116/? [08:19<00:00,  2.24it/s]\nEpoch 0: |          | 1117/? [08:19<00:00,  2.24it/s]\nEpoch 0: |          | 1117/? [08:19<00:00,  2.24it/s]\nEpoch 0: |          | 1118/? [08:19<00:00,  2.24it/s]\nEpoch 0: |          | 1118/? [08:19<00:00,  2.24it/s]\nEpoch 0: |          | 1119/? [08:20<00:00,  2.24it/s]\nEpoch 0: |          | 1119/? [08:20<00:00,  2.24it/s]\nEpoch 0: |          | 1120/? [08:20<00:00,  2.24it/s]\nEpoch 0: |          | 1120/? [08:20<00:00,  2.24it/s]\nEpoch 0: |          | 1121/? [08:21<00:00,  2.24it/s]\nEpoch 0: |          | 1121/? [08:21<00:00,  2.24it/s]\nEpoch 0: |          | 1122/? [08:21<00:00,  2.24it/s]\nEpoch 0: |          | 1122/? [08:21<00:00,  2.24it/s]\nEpoch 0: |          | 1123/? [08:21<00:00,  2.24it/s]\nEpoch 0: |          | 1123/? [08:21<00:00,  2.24it/s]\nEpoch 0: |          | 1124/? [08:22<00:00,  2.24it/s]\nEpoch 0: |          | 1124/? [08:22<00:00,  2.24it/s]\nEpoch 0: |          | 1125/? [08:22<00:00,  2.24it/s]\nEpoch 0: |          | 1125/? [08:22<00:00,  2.24it/s]\nEpoch 0: |          | 1126/? [08:23<00:00,  2.24it/s]\nEpoch 0: |          | 1126/? [08:23<00:00,  2.24it/s]\nEpoch 0: |          | 1127/? [08:23<00:00,  2.24it/s]\nEpoch 0: |          | 1127/? [08:23<00:00,  2.24it/s]\nEpoch 0: |          | 1128/? [08:23<00:00,  2.24it/s]\nEpoch 0: |          | 1128/? [08:23<00:00,  2.24it/s]\nEpoch 0: |          | 1129/? [08:24<00:00,  2.24it/s]\nEpoch 0: |          | 1129/? [08:24<00:00,  2.24it/s]\nEpoch 0: |          | 1130/? [08:24<00:00,  2.24it/s]\nEpoch 0: |          | 1130/? [08:24<00:00,  2.24it/s]\nEpoch 0: |          | 1131/? [08:25<00:00,  2.24it/s]\nEpoch 0: |          | 1131/? [08:25<00:00,  2.24it/s]\nEpoch 0: |          | 1132/? [08:25<00:00,  2.24it/s]\nEpoch 0: |          | 1132/? [08:25<00:00,  2.24it/s]\nEpoch 0: |          | 1133/? [08:25<00:00,  2.24it/s]\nEpoch 0: |          | 1133/? [08:25<00:00,  2.24it/s]\nEpoch 0: |          | 1134/? [08:26<00:00,  2.24it/s]\nEpoch 0: |          | 1134/? [08:26<00:00,  2.24it/s]\nEpoch 0: |          | 1135/? [08:26<00:00,  2.24it/s]\nEpoch 0: |          | 1135/? [08:26<00:00,  2.24it/s]\nEpoch 0: |          | 1136/? [08:27<00:00,  2.24it/s]\nEpoch 0: |          | 1136/? [08:27<00:00,  2.24it/s]\nEpoch 0: |          | 1137/? [08:27<00:00,  2.24it/s]\nEpoch 0: |          | 1137/? [08:27<00:00,  2.24it/s]\nEpoch 0: |          | 1138/? [08:27<00:00,  2.24it/s]\nEpoch 0: |          | 1138/? [08:27<00:00,  2.24it/s]\nEpoch 0: |          | 1139/? [08:28<00:00,  2.24it/s]\nEpoch 0: |          | 1139/? [08:28<00:00,  2.24it/s]\nEpoch 0: |          | 1140/? [08:28<00:00,  2.24it/s]\nEpoch 0: |          | 1140/? [08:28<00:00,  2.24it/s]\nEpoch 0: |          | 1141/? [08:28<00:00,  2.24it/s]\nEpoch 0: |          | 1141/? [08:28<00:00,  2.24it/s]\nEpoch 0: |          | 1142/? [08:29<00:00,  2.24it/s]\nEpoch 0: |          | 1142/? [08:29<00:00,  2.24it/s]\nEpoch 0: |          | 1143/? [08:29<00:00,  2.24it/s]\nEpoch 0: |          | 1143/? [08:29<00:00,  2.24it/s]\nEpoch 0: |          | 1144/? [08:30<00:00,  2.24it/s]\nEpoch 0: |          | 1144/? [08:30<00:00,  2.24it/s]\nEpoch 0: |          | 1145/? [08:30<00:00,  2.24it/s]\nEpoch 0: |          | 1145/? [08:30<00:00,  2.24it/s]\nEpoch 0: |          | 1146/? [08:30<00:00,  2.24it/s]\nEpoch 0: |          | 1146/? [08:30<00:00,  2.24it/s]\nEpoch 0: |          | 1147/? [08:31<00:00,  2.24it/s]\nEpoch 0: |          | 1147/? [08:31<00:00,  2.24it/s]\nEpoch 0: |          | 1148/? [08:31<00:00,  2.24it/s]\nEpoch 0: |          | 1148/? [08:31<00:00,  2.24it/s]\nEpoch 0: |          | 1149/? [08:32<00:00,  2.24it/s]\nEpoch 0: |          | 1149/? [08:32<00:00,  2.24it/s]\nEpoch 0: |          | 1150/? [08:32<00:00,  2.24it/s]\nEpoch 0: |          | 1150/? [08:32<00:00,  2.24it/s]\nEpoch 0: |          | 1151/? [08:32<00:00,  2.24it/s]\nEpoch 0: |          | 1151/? [08:32<00:00,  2.24it/s]\nEpoch 0: |          | 1152/? [08:33<00:00,  2.24it/s]\nEpoch 0: |          | 1152/? [08:33<00:00,  2.24it/s]\nEpoch 0: |          | 1153/? [08:33<00:00,  2.24it/s]\nEpoch 0: |          | 1153/? [08:33<00:00,  2.24it/s]\nEpoch 0: |          | 1154/? [08:34<00:00,  2.24it/s]\nEpoch 0: |          | 1154/? [08:34<00:00,  2.24it/s]\nEpoch 0: |          | 1155/? [08:34<00:00,  2.25it/s]\nEpoch 0: |          | 1155/? [08:34<00:00,  2.25it/s]\nEpoch 0: |          | 1156/? [08:34<00:00,  2.25it/s]\nEpoch 0: |          | 1156/? [08:34<00:00,  2.25it/s]\nEpoch 0: |          | 1157/? [08:35<00:00,  2.25it/s]\nEpoch 0: |          | 1157/? [08:35<00:00,  2.25it/s]\nEpoch 0: |          | 1158/? [08:35<00:00,  2.25it/s]\nEpoch 0: |          | 1158/? [08:35<00:00,  2.25it/s]\nEpoch 0: |          | 1159/? [08:36<00:00,  2.25it/s]\nEpoch 0: |          | 1159/? [08:36<00:00,  2.25it/s]\nEpoch 0: |          | 1160/? [08:36<00:00,  2.25it/s]\nEpoch 0: |          | 1160/? [08:36<00:00,  2.25it/s]\nEpoch 0: |          | 1161/? [08:36<00:00,  2.25it/s]\nEpoch 0: |          | 1161/? [08:36<00:00,  2.25it/s]\nEpoch 0: |          | 1162/? [08:37<00:00,  2.25it/s]\nEpoch 0: |          | 1162/? [08:37<00:00,  2.25it/s]\nEpoch 0: |          | 1163/? [08:37<00:00,  2.25it/s]\nEpoch 0: |          | 1163/? [08:37<00:00,  2.25it/s]\nEpoch 0: |          | 1164/? [08:38<00:00,  2.25it/s]\nEpoch 0: |          | 1164/? [08:38<00:00,  2.25it/s]\nEpoch 0: |          | 1165/? [08:38<00:00,  2.25it/s]\nEpoch 0: |          | 1165/? [08:38<00:00,  2.25it/s]\nEpoch 0: |          | 1166/? [08:38<00:00,  2.25it/s]\nEpoch 0: |          | 1166/? [08:38<00:00,  2.25it/s]\nEpoch 0: |          | 1167/? [08:39<00:00,  2.25it/s]\nEpoch 0: |          | 1167/? [08:39<00:00,  2.25it/s]\nEpoch 0: |          | 1168/? [08:39<00:00,  2.25it/s]\nEpoch 0: |          | 1168/? [08:39<00:00,  2.25it/s]\nEpoch 0: |          | 1169/? [08:39<00:00,  2.25it/s]\nEpoch 0: |          | 1169/? [08:39<00:00,  2.25it/s]\nEpoch 0: |          | 1170/? [08:40<00:00,  2.25it/s]\nEpoch 0: |          | 1170/? [08:40<00:00,  2.25it/s]\nEpoch 0: |          | 1171/? [08:40<00:00,  2.25it/s]\nEpoch 0: |          | 1171/? [08:40<00:00,  2.25it/s]\nEpoch 0: |          | 1172/? [08:41<00:00,  2.25it/s]\nEpoch 0: |          | 1172/? [08:41<00:00,  2.25it/s]\nEpoch 0: |          | 1173/? [08:41<00:00,  2.25it/s]\nEpoch 0: |          | 1173/? [08:41<00:00,  2.25it/s]\nEpoch 0: |          | 1174/? [08:41<00:00,  2.25it/s]\nEpoch 0: |          | 1174/? [08:41<00:00,  2.25it/s]\nEpoch 0: |          | 1175/? [08:42<00:00,  2.25it/s]\nEpoch 0: |          | 1175/? [08:42<00:00,  2.25it/s]\nEpoch 0: |          | 1176/? [08:42<00:00,  2.25it/s]\nEpoch 0: |          | 1176/? [08:42<00:00,  2.25it/s]\nEpoch 0: |          | 1177/? [08:43<00:00,  2.25it/s]\nEpoch 0: |          | 1177/? [08:43<00:00,  2.25it/s]\nEpoch 0: |          | 1178/? [08:43<00:00,  2.25it/s]\nEpoch 0: |          | 1178/? [08:43<00:00,  2.25it/s]\nEpoch 0: |          | 1179/? [08:43<00:00,  2.25it/s]\nEpoch 0: |          | 1179/? [08:43<00:00,  2.25it/s]\nEpoch 0: |          | 1180/? [08:44<00:00,  2.25it/s]\nEpoch 0: |          | 1180/? [08:44<00:00,  2.25it/s]\nEpoch 0: |          | 1181/? [08:44<00:00,  2.25it/s]\nEpoch 0: |          | 1181/? [08:44<00:00,  2.25it/s]\nEpoch 0: |          | 1182/? [08:45<00:00,  2.25it/s]\nEpoch 0: |          | 1182/? [08:45<00:00,  2.25it/s]\nEpoch 0: |          | 1183/? [08:45<00:00,  2.25it/s]\nEpoch 0: |          | 1183/? [08:45<00:00,  2.25it/s]\nEpoch 0: |          | 1184/? [08:45<00:00,  2.25it/s]\nEpoch 0: |          | 1184/? [08:45<00:00,  2.25it/s]\nEpoch 0: |          | 1185/? [08:46<00:00,  2.25it/s]\nEpoch 0: |          | 1185/? [08:46<00:00,  2.25it/s]\nEpoch 0: |          | 1186/? [08:46<00:00,  2.25it/s]\nEpoch 0: |          | 1186/? [08:46<00:00,  2.25it/s]\nEpoch 0: |          | 1187/? [08:46<00:00,  2.25it/s]\nEpoch 0: |          | 1187/? [08:46<00:00,  2.25it/s]\nEpoch 0: |          | 1188/? [08:47<00:00,  2.25it/s]\nEpoch 0: |          | 1188/? [08:47<00:00,  2.25it/s]\nEpoch 0: |          | 1189/? [08:47<00:00,  2.25it/s]\nEpoch 0: |          | 1189/? [08:47<00:00,  2.25it/s]\nEpoch 0: |          | 1190/? [08:48<00:00,  2.25it/s]\nEpoch 0: |          | 1190/? [08:48<00:00,  2.25it/s]\nEpoch 0: |          | 1191/? [08:48<00:00,  2.25it/s]\nEpoch 0: |          | 1191/? [08:48<00:00,  2.25it/s]\nEpoch 0: |          | 1192/? [08:48<00:00,  2.25it/s]\nEpoch 0: |          | 1192/? [08:48<00:00,  2.25it/s]\nEpoch 0: |          | 1193/? [08:49<00:00,  2.25it/s]\nEpoch 0: |          | 1193/? [08:49<00:00,  2.25it/s]\nEpoch 0: |          | 1194/? [08:49<00:00,  2.25it/s]\nEpoch 0: |          | 1194/? [08:49<00:00,  2.25it/s]\nEpoch 0: |          | 1195/? [08:50<00:00,  2.25it/s]\nEpoch 0: |          | 1195/? [08:50<00:00,  2.25it/s]\nEpoch 0: |          | 1196/? [08:50<00:00,  2.25it/s]\nEpoch 0: |          | 1196/? [08:50<00:00,  2.25it/s]\nEpoch 0: |          | 1197/? [08:50<00:00,  2.25it/s]\nEpoch 0: |          | 1197/? [08:50<00:00,  2.25it/s]\nEpoch 0: |          | 1198/? [08:51<00:00,  2.25it/s]\nEpoch 0: |          | 1198/? [08:51<00:00,  2.25it/s]\nEpoch 0: |          | 1199/? [08:51<00:00,  2.26it/s]\nEpoch 0: |          | 1199/? [08:51<00:00,  2.26it/s]\nEpoch 0: |          | 1200/? [08:52<00:00,  2.26it/s]\nEpoch 0: |          | 1200/? [08:52<00:00,  2.26it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.08it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  6.77it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  6.86it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.75it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 1200/? [08:52<00:00,  2.25it/s]\nEpoch 0: |          | 1201/? [08:53<00:00,  2.25it/s]\nEpoch 0: |          | 1201/? [08:53<00:00,  2.25it/s]\nEpoch 0: |          | 1202/? [08:53<00:00,  2.25it/s]\nEpoch 0: |          | 1202/? [08:53<00:00,  2.25it/s]\nEpoch 0: |          | 1203/? [08:53<00:00,  2.25it/s]\nEpoch 0: |          | 1203/? [08:53<00:00,  2.25it/s]\nEpoch 0: |          | 1204/? [08:54<00:00,  2.25it/s]\nEpoch 0: |          | 1204/? [08:54<00:00,  2.25it/s]\nEpoch 0: |          | 1205/? [08:54<00:00,  2.25it/s]\nEpoch 0: |          | 1205/? [08:54<00:00,  2.25it/s]\nEpoch 0: |          | 1206/? [08:55<00:00,  2.25it/s]\nEpoch 0: |          | 1206/? [08:55<00:00,  2.25it/s]\nEpoch 0: |          | 1207/? [08:55<00:00,  2.25it/s]\nEpoch 0: |          | 1207/? [08:55<00:00,  2.25it/s]\nEpoch 0: |          | 1208/? [08:55<00:00,  2.25it/s]\nEpoch 0: |          | 1208/? [08:55<00:00,  2.25it/s]\nEpoch 0: |          | 1209/? [08:56<00:00,  2.25it/s]\nEpoch 0: |          | 1209/? [08:56<00:00,  2.25it/s]\nEpoch 0: |          | 1210/? [08:56<00:00,  2.25it/s]\nEpoch 0: |          | 1210/? [08:56<00:00,  2.25it/s]\nEpoch 0: |          | 1211/? [08:57<00:00,  2.26it/s]\nEpoch 0: |          | 1211/? [08:57<00:00,  2.26it/s]\nEpoch 0: |          | 1212/? [08:57<00:00,  2.26it/s]\nEpoch 0: |          | 1212/? [08:57<00:00,  2.26it/s]\nEpoch 0: |          | 1213/? [08:57<00:00,  2.26it/s]\nEpoch 0: |          | 1213/? [08:57<00:00,  2.26it/s]\nEpoch 0: |          | 1214/? [08:58<00:00,  2.26it/s]\nEpoch 0: |          | 1214/? [08:58<00:00,  2.26it/s]\nEpoch 0: |          | 1215/? [08:58<00:00,  2.26it/s]\nEpoch 0: |          | 1215/? [08:58<00:00,  2.26it/s]\nEpoch 0: |          | 1216/? [08:58<00:00,  2.26it/s]\nEpoch 0: |          | 1216/? [08:58<00:00,  2.26it/s]\nEpoch 0: |          | 1217/? [08:59<00:00,  2.26it/s]\nEpoch 0: |          | 1217/? [08:59<00:00,  2.26it/s]\nEpoch 0: |          | 1218/? [08:59<00:00,  2.26it/s]\nEpoch 0: |          | 1218/? [08:59<00:00,  2.26it/s]\nEpoch 0: |          | 1219/? [09:00<00:00,  2.26it/s]\nEpoch 0: |          | 1219/? [09:00<00:00,  2.26it/s]\nEpoch 0: |          | 1220/? [09:00<00:00,  2.26it/s]\nEpoch 0: |          | 1220/? [09:00<00:00,  2.26it/s]\nEpoch 0: |          | 1221/? [09:00<00:00,  2.26it/s]\nEpoch 0: |          | 1221/? [09:00<00:00,  2.26it/s]\nEpoch 0: |          | 1222/? [09:01<00:00,  2.26it/s]\nEpoch 0: |          | 1222/? [09:01<00:00,  2.26it/s]\nEpoch 0: |          | 1223/? [09:01<00:00,  2.26it/s]\nEpoch 0: |          | 1223/? [09:01<00:00,  2.26it/s]\nEpoch 0: |          | 1224/? [09:02<00:00,  2.26it/s]\nEpoch 0: |          | 1224/? [09:02<00:00,  2.26it/s]\nEpoch 0: |          | 1225/? [09:02<00:00,  2.26it/s]\nEpoch 0: |          | 1225/? [09:02<00:00,  2.26it/s]\nEpoch 0: |          | 1226/? [09:02<00:00,  2.26it/s]\nEpoch 0: |          | 1226/? [09:02<00:00,  2.26it/s]\nEpoch 0: |          | 1227/? [09:03<00:00,  2.26it/s]\nEpoch 0: |          | 1227/? [09:03<00:00,  2.26it/s]\nEpoch 0: |          | 1228/? [09:03<00:00,  2.26it/s]\nEpoch 0: |          | 1228/? [09:03<00:00,  2.26it/s]\nEpoch 0: |          | 1229/? [09:04<00:00,  2.26it/s]\nEpoch 0: |          | 1229/? [09:04<00:00,  2.26it/s]\nEpoch 0: |          | 1230/? [09:04<00:00,  2.26it/s]\nEpoch 0: |          | 1230/? [09:04<00:00,  2.26it/s]\nEpoch 0: |          | 1231/? [09:04<00:00,  2.26it/s]\nEpoch 0: |          | 1231/? [09:04<00:00,  2.26it/s]\nEpoch 0: |          | 1232/? [09:05<00:00,  2.26it/s]\nEpoch 0: |          | 1232/? [09:05<00:00,  2.26it/s]\nEpoch 0: |          | 1233/? [09:05<00:00,  2.26it/s]\nEpoch 0: |          | 1233/? [09:05<00:00,  2.26it/s]\nEpoch 0: |          | 1234/? [09:05<00:00,  2.26it/s]\nEpoch 0: |          | 1234/? [09:05<00:00,  2.26it/s]\nEpoch 0: |          | 1235/? [09:06<00:00,  2.26it/s]\nEpoch 0: |          | 1235/? [09:06<00:00,  2.26it/s]\nEpoch 0: |          | 1236/? [09:06<00:00,  2.26it/s]\nEpoch 0: |          | 1236/? [09:06<00:00,  2.26it/s]\nEpoch 0: |          | 1237/? [09:07<00:00,  2.26it/s]\nEpoch 0: |          | 1237/? [09:07<00:00,  2.26it/s]\nEpoch 0: |          | 1238/? [09:07<00:00,  2.26it/s]\nEpoch 0: |          | 1238/? [09:07<00:00,  2.26it/s]\nEpoch 0: |          | 1239/? [09:07<00:00,  2.26it/s]\nEpoch 0: |          | 1239/? [09:07<00:00,  2.26it/s]\nEpoch 0: |          | 1240/? [09:08<00:00,  2.26it/s]\nEpoch 0: |          | 1240/? [09:08<00:00,  2.26it/s]\nEpoch 0: |          | 1241/? [09:08<00:00,  2.26it/s]\nEpoch 0: |          | 1241/? [09:08<00:00,  2.26it/s]\nEpoch 0: |          | 1242/? [09:09<00:00,  2.26it/s]\nEpoch 0: |          | 1242/? [09:09<00:00,  2.26it/s]\nEpoch 0: |          | 1243/? [09:09<00:00,  2.26it/s]\nEpoch 0: |          | 1243/? [09:09<00:00,  2.26it/s]\nEpoch 0: |          | 1244/? [09:09<00:00,  2.26it/s]\nEpoch 0: |          | 1244/? [09:09<00:00,  2.26it/s]\nEpoch 0: |          | 1245/? [09:10<00:00,  2.26it/s]\nEpoch 0: |          | 1245/? [09:10<00:00,  2.26it/s]\nEpoch 0: |          | 1246/? [09:10<00:00,  2.26it/s]\nEpoch 0: |          | 1246/? [09:10<00:00,  2.26it/s]\nEpoch 0: |          | 1247/? [09:11<00:00,  2.26it/s]\nEpoch 0: |          | 1247/? [09:11<00:00,  2.26it/s]\nEpoch 0: |          | 1248/? [09:11<00:00,  2.26it/s]\nEpoch 0: |          | 1248/? [09:11<00:00,  2.26it/s]\nEpoch 0: |          | 1249/? [09:11<00:00,  2.26it/s]\nEpoch 0: |          | 1249/? [09:11<00:00,  2.26it/s]\nEpoch 0: |          | 1250/? [09:12<00:00,  2.26it/s]\nEpoch 0: |          | 1250/? [09:12<00:00,  2.26it/s]\nEpoch 0: |          | 1251/? [09:12<00:00,  2.26it/s]\nEpoch 0: |          | 1251/? [09:12<00:00,  2.26it/s]\nEpoch 0: |          | 1252/? [09:12<00:00,  2.26it/s]\nEpoch 0: |          | 1252/? [09:12<00:00,  2.26it/s]\nEpoch 0: |          | 1253/? [09:13<00:00,  2.26it/s]\nEpoch 0: |          | 1253/? [09:13<00:00,  2.26it/s]\nEpoch 0: |          | 1254/? [09:13<00:00,  2.26it/s]\nEpoch 0: |          | 1254/? [09:13<00:00,  2.26it/s]\nEpoch 0: |          | 1255/? [09:14<00:00,  2.26it/s]\nEpoch 0: |          | 1255/? [09:14<00:00,  2.26it/s]\nEpoch 0: |          | 1256/? [09:14<00:00,  2.26it/s]\nEpoch 0: |          | 1256/? [09:14<00:00,  2.26it/s]\nEpoch 0: |          | 1257/? [09:14<00:00,  2.26it/s]\nEpoch 0: |          | 1257/? [09:14<00:00,  2.26it/s]\nEpoch 0: |          | 1258/? [09:15<00:00,  2.27it/s]\nEpoch 0: |          | 1258/? [09:15<00:00,  2.27it/s]\nEpoch 0: |          | 1259/? [09:15<00:00,  2.27it/s]\nEpoch 0: |          | 1259/? [09:15<00:00,  2.27it/s]\nEpoch 0: |          | 1260/? [09:16<00:00,  2.27it/s]\nEpoch 0: |          | 1260/? [09:16<00:00,  2.27it/s]\nEpoch 0: |          | 1261/? [09:16<00:00,  2.27it/s]\nEpoch 0: |          | 1261/? [09:16<00:00,  2.27it/s]\nEpoch 0: |          | 1262/? [09:16<00:00,  2.27it/s]\nEpoch 0: |          | 1262/? [09:16<00:00,  2.27it/s]\nEpoch 0: |          | 1263/? [09:17<00:00,  2.27it/s]\nEpoch 0: |          | 1263/? [09:17<00:00,  2.27it/s]\nEpoch 0: |          | 1264/? [09:17<00:00,  2.27it/s]\nEpoch 0: |          | 1264/? [09:17<00:00,  2.27it/s]\nEpoch 0: |          | 1265/? [09:18<00:00,  2.27it/s]\nEpoch 0: |          | 1265/? [09:18<00:00,  2.27it/s]\nEpoch 0: |          | 1266/? [09:18<00:00,  2.27it/s]\nEpoch 0: |          | 1266/? [09:18<00:00,  2.27it/s]\nEpoch 0: |          | 1267/? [09:18<00:00,  2.27it/s]\nEpoch 0: |          | 1267/? [09:18<00:00,  2.27it/s]\nEpoch 0: |          | 1268/? [09:19<00:00,  2.27it/s]\nEpoch 0: |          | 1268/? [09:19<00:00,  2.27it/s]\nEpoch 0: |          | 1269/? [09:19<00:00,  2.27it/s]\nEpoch 0: |          | 1269/? [09:19<00:00,  2.27it/s]\nEpoch 0: |          | 1270/? [09:20<00:00,  2.27it/s]\nEpoch 0: |          | 1270/? [09:20<00:00,  2.27it/s]\nEpoch 0: |          | 1271/? [09:20<00:00,  2.27it/s]\nEpoch 0: |          | 1271/? [09:20<00:00,  2.27it/s]\nEpoch 0: |          | 1272/? [09:20<00:00,  2.27it/s]\nEpoch 0: |          | 1272/? [09:20<00:00,  2.27it/s]\nEpoch 0: |          | 1273/? [09:21<00:00,  2.27it/s]\nEpoch 0: |          | 1273/? [09:21<00:00,  2.27it/s]\nEpoch 0: |          | 1274/? [09:21<00:00,  2.27it/s]\nEpoch 0: |          | 1274/? [09:21<00:00,  2.27it/s]\nEpoch 0: |          | 1275/? [09:22<00:00,  2.27it/s]\nEpoch 0: |          | 1275/? [09:22<00:00,  2.27it/s]\nEpoch 0: |          | 1276/? [09:22<00:00,  2.27it/s]\nEpoch 0: |          | 1276/? [09:22<00:00,  2.27it/s]\nEpoch 0: |          | 1277/? [09:22<00:00,  2.27it/s]\nEpoch 0: |          | 1277/? [09:22<00:00,  2.27it/s]\nEpoch 0: |          | 1278/? [09:23<00:00,  2.27it/s]\nEpoch 0: |          | 1278/? [09:23<00:00,  2.27it/s]\nEpoch 0: |          | 1279/? [09:23<00:00,  2.27it/s]\nEpoch 0: |          | 1279/? [09:23<00:00,  2.27it/s]\nEpoch 0: |          | 1280/? [09:23<00:00,  2.27it/s]\nEpoch 0: |          | 1280/? [09:23<00:00,  2.27it/s]\nEpoch 0: |          | 1281/? [09:24<00:00,  2.27it/s]\nEpoch 0: |          | 1281/? [09:24<00:00,  2.27it/s]\nEpoch 0: |          | 1282/? [09:24<00:00,  2.27it/s]\nEpoch 0: |          | 1282/? [09:24<00:00,  2.27it/s]\nEpoch 0: |          | 1283/? [09:25<00:00,  2.27it/s]\nEpoch 0: |          | 1283/? [09:25<00:00,  2.27it/s]\nEpoch 0: |          | 1284/? [09:25<00:00,  2.27it/s]\nEpoch 0: |          | 1284/? [09:25<00:00,  2.27it/s]\nEpoch 0: |          | 1285/? [09:25<00:00,  2.27it/s]\nEpoch 0: |          | 1285/? [09:25<00:00,  2.27it/s]\nEpoch 0: |          | 1286/? [09:26<00:00,  2.27it/s]\nEpoch 0: |          | 1286/? [09:26<00:00,  2.27it/s]\nEpoch 0: |          | 1287/? [09:26<00:00,  2.27it/s]\nEpoch 0: |          | 1287/? [09:26<00:00,  2.27it/s]\nEpoch 0: |          | 1288/? [09:27<00:00,  2.27it/s]\nEpoch 0: |          | 1288/? [09:27<00:00,  2.27it/s]\nEpoch 0: |          | 1289/? [09:27<00:00,  2.27it/s]\nEpoch 0: |          | 1289/? [09:27<00:00,  2.27it/s]\nEpoch 0: |          | 1290/? [09:27<00:00,  2.27it/s]\nEpoch 0: |          | 1290/? [09:27<00:00,  2.27it/s]\nEpoch 0: |          | 1291/? [09:28<00:00,  2.27it/s]\nEpoch 0: |          | 1291/? [09:28<00:00,  2.27it/s]\nEpoch 0: |          | 1292/? [09:28<00:00,  2.27it/s]\nEpoch 0: |          | 1292/? [09:28<00:00,  2.27it/s]\nEpoch 0: |          | 1293/? [09:29<00:00,  2.27it/s]\nEpoch 0: |          | 1293/? [09:29<00:00,  2.27it/s]\nEpoch 0: |          | 1294/? [09:29<00:00,  2.27it/s]\nEpoch 0: |          | 1294/? [09:29<00:00,  2.27it/s]\nEpoch 0: |          | 1295/? [09:29<00:00,  2.27it/s]\nEpoch 0: |          | 1295/? [09:29<00:00,  2.27it/s]\nEpoch 0: |          | 1296/? [09:30<00:00,  2.27it/s]\nEpoch 0: |          | 1296/? [09:30<00:00,  2.27it/s]\nEpoch 0: |          | 1297/? [09:30<00:00,  2.27it/s]\nEpoch 0: |          | 1297/? [09:30<00:00,  2.27it/s]\nEpoch 0: |          | 1298/? [09:31<00:00,  2.27it/s]\nEpoch 0: |          | 1298/? [09:31<00:00,  2.27it/s]\nEpoch 0: |          | 1299/? [09:31<00:00,  2.27it/s]\nEpoch 0: |          | 1299/? [09:31<00:00,  2.27it/s]\nEpoch 0: |          | 1300/? [09:31<00:00,  2.27it/s]\nEpoch 0: |          | 1300/? [09:31<00:00,  2.27it/s]\nEpoch 0: |          | 1301/? [09:32<00:00,  2.27it/s]\nEpoch 0: |          | 1301/? [09:32<00:00,  2.27it/s]\nEpoch 0: |          | 1302/? [09:32<00:00,  2.27it/s]\nEpoch 0: |          | 1302/? [09:32<00:00,  2.27it/s]\nEpoch 0: |          | 1303/? [09:32<00:00,  2.27it/s]\nEpoch 0: |          | 1303/? [09:32<00:00,  2.27it/s]\nEpoch 0: |          | 1304/? [09:33<00:00,  2.27it/s]\nEpoch 0: |          | 1304/? [09:33<00:00,  2.27it/s]\nEpoch 0: |          | 1305/? [09:33<00:00,  2.27it/s]\nEpoch 0: |          | 1305/? [09:33<00:00,  2.27it/s]\nEpoch 0: |          | 1306/? [09:34<00:00,  2.27it/s]\nEpoch 0: |          | 1306/? [09:34<00:00,  2.27it/s]\nEpoch 0: |          | 1307/? [09:34<00:00,  2.27it/s]\nEpoch 0: |          | 1307/? [09:34<00:00,  2.27it/s]\nEpoch 0: |          | 1308/? [09:34<00:00,  2.28it/s]\nEpoch 0: |          | 1308/? [09:34<00:00,  2.28it/s]\nEpoch 0: |          | 1309/? [09:35<00:00,  2.28it/s]\nEpoch 0: |          | 1309/? [09:35<00:00,  2.28it/s]\nEpoch 0: |          | 1310/? [09:35<00:00,  2.28it/s]\nEpoch 0: |          | 1310/? [09:35<00:00,  2.28it/s]\nEpoch 0: |          | 1311/? [09:36<00:00,  2.28it/s]\nEpoch 0: |          | 1311/? [09:36<00:00,  2.28it/s]\nEpoch 0: |          | 1312/? [09:36<00:00,  2.28it/s]\nEpoch 0: |          | 1312/? [09:36<00:00,  2.28it/s]\nEpoch 0: |          | 1313/? [09:36<00:00,  2.28it/s]\nEpoch 0: |          | 1313/? [09:36<00:00,  2.28it/s]\nEpoch 0: |          | 1314/? [09:37<00:00,  2.28it/s]\nEpoch 0: |          | 1314/? [09:37<00:00,  2.28it/s]\nEpoch 0: |          | 1315/? [09:37<00:00,  2.28it/s]\nEpoch 0: |          | 1315/? [09:37<00:00,  2.28it/s]\nEpoch 0: |          | 1316/? [09:38<00:00,  2.28it/s]\nEpoch 0: |          | 1316/? [09:38<00:00,  2.28it/s]\nEpoch 0: |          | 1317/? [09:38<00:00,  2.28it/s]\nEpoch 0: |          | 1317/? [09:38<00:00,  2.28it/s]\nEpoch 0: |          | 1318/? [09:38<00:00,  2.28it/s]\nEpoch 0: |          | 1318/? [09:38<00:00,  2.28it/s]\nEpoch 0: |          | 1319/? [09:39<00:00,  2.28it/s]\nEpoch 0: |          | 1319/? [09:39<00:00,  2.28it/s]\nEpoch 0: |          | 1320/? [09:39<00:00,  2.28it/s]\nEpoch 0: |          | 1320/? [09:39<00:00,  2.28it/s]\nEpoch 0: |          | 1321/? [09:39<00:00,  2.28it/s]\nEpoch 0: |          | 1321/? [09:39<00:00,  2.28it/s]\nEpoch 0: |          | 1322/? [09:40<00:00,  2.28it/s]\nEpoch 0: |          | 1322/? [09:40<00:00,  2.28it/s]\nEpoch 0: |          | 1323/? [09:40<00:00,  2.28it/s]\nEpoch 0: |          | 1323/? [09:40<00:00,  2.28it/s]\nEpoch 0: |          | 1324/? [09:41<00:00,  2.28it/s]\nEpoch 0: |          | 1324/? [09:41<00:00,  2.28it/s]\nEpoch 0: |          | 1325/? [09:41<00:00,  2.28it/s]\nEpoch 0: |          | 1325/? [09:41<00:00,  2.28it/s]\nEpoch 0: |          | 1326/? [09:41<00:00,  2.28it/s]\nEpoch 0: |          | 1326/? [09:41<00:00,  2.28it/s]\nEpoch 0: |          | 1327/? [09:42<00:00,  2.28it/s]\nEpoch 0: |          | 1327/? [09:42<00:00,  2.28it/s]\nEpoch 0: |          | 1328/? [09:42<00:00,  2.28it/s]\nEpoch 0: |          | 1328/? [09:42<00:00,  2.28it/s]\nEpoch 0: |          | 1329/? [09:43<00:00,  2.28it/s]\nEpoch 0: |          | 1329/? [09:43<00:00,  2.28it/s]\nEpoch 0: |          | 1330/? [09:43<00:00,  2.28it/s]\nEpoch 0: |          | 1330/? [09:43<00:00,  2.28it/s]\nEpoch 0: |          | 1331/? [09:43<00:00,  2.28it/s]\nEpoch 0: |          | 1331/? [09:43<00:00,  2.28it/s]\nEpoch 0: |          | 1332/? [09:44<00:00,  2.28it/s]\nEpoch 0: |          | 1332/? [09:44<00:00,  2.28it/s]\nEpoch 0: |          | 1333/? [09:44<00:00,  2.28it/s]\nEpoch 0: |          | 1333/? [09:44<00:00,  2.28it/s]\nEpoch 0: |          | 1334/? [09:45<00:00,  2.28it/s]\nEpoch 0: |          | 1334/? [09:45<00:00,  2.28it/s]\nEpoch 0: |          | 1335/? [09:45<00:00,  2.28it/s]\nEpoch 0: |          | 1335/? [09:45<00:00,  2.28it/s]\nEpoch 0: |          | 1336/? [09:45<00:00,  2.28it/s]\nEpoch 0: |          | 1336/? [09:45<00:00,  2.28it/s]\nEpoch 0: |          | 1337/? [09:46<00:00,  2.28it/s]\nEpoch 0: |          | 1337/? [09:46<00:00,  2.28it/s]\nEpoch 0: |          | 1338/? [09:46<00:00,  2.28it/s]\nEpoch 0: |          | 1338/? [09:46<00:00,  2.28it/s]\nEpoch 0: |          | 1339/? [09:47<00:00,  2.28it/s]\nEpoch 0: |          | 1339/? [09:47<00:00,  2.28it/s]\nEpoch 0: |          | 1340/? [09:47<00:00,  2.28it/s]\nEpoch 0: |          | 1340/? [09:47<00:00,  2.28it/s]\nEpoch 0: |          | 1341/? [09:47<00:00,  2.28it/s]\nEpoch 0: |          | 1341/? [09:47<00:00,  2.28it/s]\nEpoch 0: |          | 1342/? [09:48<00:00,  2.28it/s]\nEpoch 0: |          | 1342/? [09:48<00:00,  2.28it/s]\nEpoch 0: |          | 1343/? [09:48<00:00,  2.28it/s]\nEpoch 0: |          | 1343/? [09:48<00:00,  2.28it/s]\nEpoch 0: |          | 1344/? [09:48<00:00,  2.28it/s]\nEpoch 0: |          | 1344/? [09:48<00:00,  2.28it/s]\nEpoch 0: |          | 1345/? [09:49<00:00,  2.28it/s]\nEpoch 0: |          | 1345/? [09:49<00:00,  2.28it/s]\nEpoch 0: |          | 1346/? [09:49<00:00,  2.28it/s]\nEpoch 0: |          | 1346/? [09:49<00:00,  2.28it/s]\nEpoch 0: |          | 1347/? [09:50<00:00,  2.28it/s]\nEpoch 0: |          | 1347/? [09:50<00:00,  2.28it/s]\nEpoch 0: |          | 1348/? [09:50<00:00,  2.28it/s]\nEpoch 0: |          | 1348/? [09:50<00:00,  2.28it/s]\nEpoch 0: |          | 1349/? [09:50<00:00,  2.28it/s]\nEpoch 0: |          | 1349/? [09:50<00:00,  2.28it/s]\nEpoch 0: |          | 1350/? [09:51<00:00,  2.28it/s]\nEpoch 0: |          | 1350/? [09:51<00:00,  2.28it/s]\nEpoch 0: |          | 1351/? [09:51<00:00,  2.28it/s]\nEpoch 0: |          | 1351/? [09:51<00:00,  2.28it/s]\nEpoch 0: |          | 1352/? [09:52<00:00,  2.28it/s]\nEpoch 0: |          | 1352/? [09:52<00:00,  2.28it/s]\nEpoch 0: |          | 1353/? [09:52<00:00,  2.28it/s]\nEpoch 0: |          | 1353/? [09:52<00:00,  2.28it/s]\nEpoch 0: |          | 1354/? [09:52<00:00,  2.28it/s]\nEpoch 0: |          | 1354/? [09:52<00:00,  2.28it/s]\nEpoch 0: |          | 1355/? [09:53<00:00,  2.28it/s]\nEpoch 0: |          | 1355/? [09:53<00:00,  2.28it/s]\nEpoch 0: |          | 1356/? [09:53<00:00,  2.28it/s]\nEpoch 0: |          | 1356/? [09:53<00:00,  2.28it/s]\nEpoch 0: |          | 1357/? [09:54<00:00,  2.28it/s]\nEpoch 0: |          | 1357/? [09:54<00:00,  2.28it/s]\nEpoch 0: |          | 1358/? [09:54<00:00,  2.28it/s]\nEpoch 0: |          | 1358/? [09:54<00:00,  2.28it/s]\nEpoch 0: |          | 1359/? [09:54<00:00,  2.28it/s]\nEpoch 0: |          | 1359/? [09:54<00:00,  2.28it/s]\nEpoch 0: |          | 1360/? [09:55<00:00,  2.28it/s]\nEpoch 0: |          | 1360/? [09:55<00:00,  2.28it/s]\nEpoch 0: |          | 1361/? [09:55<00:00,  2.29it/s]\nEpoch 0: |          | 1361/? [09:55<00:00,  2.29it/s]\nEpoch 0: |          | 1362/? [09:55<00:00,  2.29it/s]\nEpoch 0: |          | 1362/? [09:55<00:00,  2.29it/s]\nEpoch 0: |          | 1363/? [09:56<00:00,  2.29it/s]\nEpoch 0: |          | 1363/? [09:56<00:00,  2.29it/s]\nEpoch 0: |          | 1364/? [09:56<00:00,  2.29it/s]\nEpoch 0: |          | 1364/? [09:56<00:00,  2.29it/s]\nEpoch 0: |          | 1365/? [09:57<00:00,  2.29it/s]\nEpoch 0: |          | 1365/? [09:57<00:00,  2.29it/s]\nEpoch 0: |          | 1366/? [09:57<00:00,  2.29it/s]\nEpoch 0: |          | 1366/? [09:57<00:00,  2.29it/s]\nEpoch 0: |          | 1367/? [09:57<00:00,  2.29it/s]\nEpoch 0: |          | 1367/? [09:57<00:00,  2.29it/s]\nEpoch 0: |          | 1368/? [09:58<00:00,  2.29it/s]\nEpoch 0: |          | 1368/? [09:58<00:00,  2.29it/s]\nEpoch 0: |          | 1369/? [09:58<00:00,  2.29it/s]\nEpoch 0: |          | 1369/? [09:58<00:00,  2.29it/s]\nEpoch 0: |          | 1370/? [09:59<00:00,  2.29it/s]\nEpoch 0: |          | 1370/? [09:59<00:00,  2.29it/s]\nEpoch 0: |          | 1371/? [09:59<00:00,  2.29it/s]\nEpoch 0: |          | 1371/? [09:59<00:00,  2.29it/s]\nEpoch 0: |          | 1372/? [09:59<00:00,  2.29it/s]\nEpoch 0: |          | 1372/? [09:59<00:00,  2.29it/s]\nEpoch 0: |          | 1373/? [10:00<00:00,  2.29it/s]\nEpoch 0: |          | 1373/? [10:00<00:00,  2.29it/s]\nEpoch 0: |          | 1374/? [10:00<00:00,  2.29it/s]\nEpoch 0: |          | 1374/? [10:00<00:00,  2.29it/s]\nEpoch 0: |          | 1375/? [10:01<00:00,  2.29it/s]\nEpoch 0: |          | 1375/? [10:01<00:00,  2.29it/s]\nEpoch 0: |          | 1376/? [10:01<00:00,  2.29it/s]\nEpoch 0: |          | 1376/? [10:01<00:00,  2.29it/s]\nEpoch 0: |          | 1377/? [10:01<00:00,  2.29it/s]\nEpoch 0: |          | 1377/? [10:01<00:00,  2.29it/s]\nEpoch 0: |          | 1378/? [10:02<00:00,  2.29it/s]\nEpoch 0: |          | 1378/? [10:02<00:00,  2.29it/s]\nEpoch 0: |          | 1379/? [10:02<00:00,  2.29it/s]\nEpoch 0: |          | 1379/? [10:02<00:00,  2.29it/s]\nEpoch 0: |          | 1380/? [10:02<00:00,  2.29it/s]\nEpoch 0: |          | 1380/? [10:02<00:00,  2.29it/s]\nEpoch 0: |          | 1381/? [10:03<00:00,  2.29it/s]\nEpoch 0: |          | 1381/? [10:03<00:00,  2.29it/s]\nEpoch 0: |          | 1382/? [10:03<00:00,  2.29it/s]\nEpoch 0: |          | 1382/? [10:03<00:00,  2.29it/s]\nEpoch 0: |          | 1383/? [10:04<00:00,  2.29it/s]\nEpoch 0: |          | 1383/? [10:04<00:00,  2.29it/s]\nEpoch 0: |          | 1384/? [10:04<00:00,  2.29it/s]\nEpoch 0: |          | 1384/? [10:04<00:00,  2.29it/s]\nEpoch 0: |          | 1385/? [10:04<00:00,  2.29it/s]\nEpoch 0: |          | 1385/? [10:04<00:00,  2.29it/s]\nEpoch 0: |          | 1386/? [10:05<00:00,  2.29it/s]\nEpoch 0: |          | 1386/? [10:05<00:00,  2.29it/s]\nEpoch 0: |          | 1387/? [10:05<00:00,  2.29it/s]\nEpoch 0: |          | 1387/? [10:05<00:00,  2.29it/s]\nEpoch 0: |          | 1388/? [10:06<00:00,  2.29it/s]\nEpoch 0: |          | 1388/? [10:06<00:00,  2.29it/s]\nEpoch 0: |          | 1389/? [10:06<00:00,  2.29it/s]\nEpoch 0: |          | 1389/? [10:06<00:00,  2.29it/s]\nEpoch 0: |          | 1390/? [10:06<00:00,  2.29it/s]\nEpoch 0: |          | 1390/? [10:06<00:00,  2.29it/s]\nEpoch 0: |          | 1391/? [10:07<00:00,  2.29it/s]\nEpoch 0: |          | 1391/? [10:07<00:00,  2.29it/s]\nEpoch 0: |          | 1392/? [10:07<00:00,  2.29it/s]\nEpoch 0: |          | 1392/? [10:07<00:00,  2.29it/s]\nEpoch 0: |          | 1393/? [10:08<00:00,  2.29it/s]\nEpoch 0: |          | 1393/? [10:08<00:00,  2.29it/s]\nEpoch 0: |          | 1394/? [10:08<00:00,  2.29it/s]\nEpoch 0: |          | 1394/? [10:08<00:00,  2.29it/s]\nEpoch 0: |          | 1395/? [10:08<00:00,  2.29it/s]\nEpoch 0: |          | 1395/? [10:08<00:00,  2.29it/s]\nEpoch 0: |          | 1396/? [10:09<00:00,  2.29it/s]\nEpoch 0: |          | 1396/? [10:09<00:00,  2.29it/s]\nEpoch 0: |          | 1397/? [10:09<00:00,  2.29it/s]\nEpoch 0: |          | 1397/? [10:09<00:00,  2.29it/s]\nEpoch 0: |          | 1398/? [10:09<00:00,  2.29it/s]\nEpoch 0: |          | 1398/? [10:09<00:00,  2.29it/s]\nEpoch 0: |          | 1399/? [10:10<00:00,  2.29it/s]\nEpoch 0: |          | 1399/? [10:10<00:00,  2.29it/s]\nEpoch 0: |          | 1400/? [10:10<00:00,  2.29it/s]\nEpoch 0: |          | 1400/? [10:10<00:00,  2.29it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.42it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  6.98it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.12it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.96it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 1400/? [10:11<00:00,  2.29it/s]\nEpoch 0: |          | 1401/? [10:11<00:00,  2.29it/s]\nEpoch 0: |          | 1401/? [10:11<00:00,  2.29it/s]\nEpoch 0: |          | 1402/? [10:12<00:00,  2.29it/s]\nEpoch 0: |          | 1402/? [10:12<00:00,  2.29it/s]\nEpoch 0: |          | 1403/? [10:12<00:00,  2.29it/s]\nEpoch 0: |          | 1403/? [10:12<00:00,  2.29it/s]\nEpoch 0: |          | 1404/? [10:12<00:00,  2.29it/s]\nEpoch 0: |          | 1404/? [10:12<00:00,  2.29it/s]\nEpoch 0: |          | 1405/? [10:13<00:00,  2.29it/s]\nEpoch 0: |          | 1405/? [10:13<00:00,  2.29it/s]\nEpoch 0: |          | 1406/? [10:13<00:00,  2.29it/s]\nEpoch 0: |          | 1406/? [10:13<00:00,  2.29it/s]\nEpoch 0: |          | 1407/? [10:14<00:00,  2.29it/s]\nEpoch 0: |          | 1407/? [10:14<00:00,  2.29it/s]\nEpoch 0: |          | 1408/? [10:14<00:00,  2.29it/s]\nEpoch 0: |          | 1408/? [10:14<00:00,  2.29it/s]\nEpoch 0: |          | 1409/? [10:14<00:00,  2.29it/s]\nEpoch 0: |          | 1409/? [10:14<00:00,  2.29it/s]\nEpoch 0: |          | 1410/? [10:15<00:00,  2.29it/s]\nEpoch 0: |          | 1410/? [10:15<00:00,  2.29it/s]\nEpoch 0: |          | 1411/? [10:15<00:00,  2.29it/s]\nEpoch 0: |          | 1411/? [10:15<00:00,  2.29it/s]\nEpoch 0: |          | 1412/? [10:16<00:00,  2.29it/s]\nEpoch 0: |          | 1412/? [10:16<00:00,  2.29it/s]\nEpoch 0: |          | 1413/? [10:16<00:00,  2.29it/s]\nEpoch 0: |          | 1413/? [10:16<00:00,  2.29it/s]\nEpoch 0: |          | 1414/? [10:16<00:00,  2.29it/s]\nEpoch 0: |          | 1414/? [10:16<00:00,  2.29it/s]\nEpoch 0: |          | 1415/? [10:17<00:00,  2.29it/s]\nEpoch 0: |          | 1415/? [10:17<00:00,  2.29it/s]\nEpoch 0: |          | 1416/? [10:17<00:00,  2.29it/s]\nEpoch 0: |          | 1416/? [10:17<00:00,  2.29it/s]\nEpoch 0: |          | 1417/? [10:18<00:00,  2.29it/s]\nEpoch 0: |          | 1417/? [10:18<00:00,  2.29it/s]\nEpoch 0: |          | 1418/? [10:18<00:00,  2.29it/s]\nEpoch 0: |          | 1418/? [10:18<00:00,  2.29it/s]\nEpoch 0: |          | 1419/? [10:18<00:00,  2.29it/s]\nEpoch 0: |          | 1419/? [10:18<00:00,  2.29it/s]\nEpoch 0: |          | 1420/? [10:19<00:00,  2.29it/s]\nEpoch 0: |          | 1420/? [10:19<00:00,  2.29it/s]\nEpoch 0: |          | 1421/? [10:19<00:00,  2.29it/s]\nEpoch 0: |          | 1421/? [10:19<00:00,  2.29it/s]\nEpoch 0: |          | 1422/? [10:19<00:00,  2.29it/s]\nEpoch 0: |          | 1422/? [10:19<00:00,  2.29it/s]\nEpoch 0: |          | 1423/? [10:20<00:00,  2.29it/s]\nEpoch 0: |          | 1423/? [10:20<00:00,  2.29it/s]\nEpoch 0: |          | 1424/? [10:20<00:00,  2.29it/s]\nEpoch 0: |          | 1424/? [10:20<00:00,  2.29it/s]\nEpoch 0: |          | 1425/? [10:21<00:00,  2.29it/s]\nEpoch 0: |          | 1425/? [10:21<00:00,  2.29it/s]\nEpoch 0: |          | 1426/? [10:21<00:00,  2.29it/s]\nEpoch 0: |          | 1426/? [10:21<00:00,  2.29it/s]\nEpoch 0: |          | 1427/? [10:21<00:00,  2.29it/s]\nEpoch 0: |          | 1427/? [10:21<00:00,  2.29it/s]\nEpoch 0: |          | 1428/? [10:22<00:00,  2.29it/s]\nEpoch 0: |          | 1428/? [10:22<00:00,  2.29it/s]\nEpoch 0: |          | 1429/? [10:22<00:00,  2.29it/s]\nEpoch 0: |          | 1429/? [10:22<00:00,  2.29it/s]\nEpoch 0: |          | 1430/? [10:23<00:00,  2.30it/s]\nEpoch 0: |          | 1430/? [10:23<00:00,  2.30it/s]\nEpoch 0: |          | 1431/? [10:23<00:00,  2.30it/s]\nEpoch 0: |          | 1431/? [10:23<00:00,  2.30it/s]\nEpoch 0: |          | 1432/? [10:23<00:00,  2.30it/s]\nEpoch 0: |          | 1432/? [10:23<00:00,  2.30it/s]\nEpoch 0: |          | 1433/? [10:24<00:00,  2.30it/s]\nEpoch 0: |          | 1433/? [10:24<00:00,  2.30it/s]\nEpoch 0: |          | 1434/? [10:24<00:00,  2.30it/s]\nEpoch 0: |          | 1434/? [10:24<00:00,  2.30it/s]\nEpoch 0: |          | 1435/? [10:25<00:00,  2.30it/s]\nEpoch 0: |          | 1435/? [10:25<00:00,  2.30it/s]\nEpoch 0: |          | 1436/? [10:25<00:00,  2.30it/s]\nEpoch 0: |          | 1436/? [10:25<00:00,  2.30it/s]\nEpoch 0: |          | 1437/? [10:25<00:00,  2.30it/s]\nEpoch 0: |          | 1437/? [10:25<00:00,  2.30it/s]\nEpoch 0: |          | 1438/? [10:26<00:00,  2.30it/s]\nEpoch 0: |          | 1438/? [10:26<00:00,  2.30it/s]\nEpoch 0: |          | 1439/? [10:26<00:00,  2.30it/s]\nEpoch 0: |          | 1439/? [10:26<00:00,  2.30it/s]\nEpoch 0: |          | 1440/? [10:26<00:00,  2.30it/s]\nEpoch 0: |          | 1440/? [10:26<00:00,  2.30it/s]\nEpoch 0: |          | 1441/? [10:27<00:00,  2.30it/s]\nEpoch 0: |          | 1441/? [10:27<00:00,  2.30it/s]\nEpoch 0: |          | 1442/? [10:27<00:00,  2.30it/s]\nEpoch 0: |          | 1442/? [10:27<00:00,  2.30it/s]\nEpoch 0: |          | 1443/? [10:28<00:00,  2.30it/s]\nEpoch 0: |          | 1443/? [10:28<00:00,  2.30it/s]\nEpoch 0: |          | 1444/? [10:28<00:00,  2.30it/s]\nEpoch 0: |          | 1444/? [10:28<00:00,  2.30it/s]\nEpoch 0: |          | 1445/? [10:28<00:00,  2.30it/s]\nEpoch 0: |          | 1445/? [10:28<00:00,  2.30it/s]\nEpoch 0: |          | 1446/? [10:29<00:00,  2.30it/s]\nEpoch 0: |          | 1446/? [10:29<00:00,  2.30it/s]\nEpoch 0: |          | 1447/? [10:29<00:00,  2.30it/s]\nEpoch 0: |          | 1447/? [10:29<00:00,  2.30it/s]\nEpoch 0: |          | 1448/? [10:30<00:00,  2.30it/s]\nEpoch 0: |          | 1448/? [10:30<00:00,  2.30it/s]\nEpoch 0: |          | 1449/? [10:30<00:00,  2.30it/s]\nEpoch 0: |          | 1449/? [10:30<00:00,  2.30it/s]\nEpoch 0: |          | 1450/? [10:30<00:00,  2.30it/s]\nEpoch 0: |          | 1450/? [10:30<00:00,  2.30it/s]\nEpoch 0: |          | 1451/? [10:31<00:00,  2.30it/s]\nEpoch 0: |          | 1451/? [10:31<00:00,  2.30it/s]\nEpoch 0: |          | 1452/? [10:31<00:00,  2.30it/s]\nEpoch 0: |          | 1452/? [10:31<00:00,  2.30it/s]\nEpoch 0: |          | 1453/? [10:32<00:00,  2.30it/s]\nEpoch 0: |          | 1453/? [10:32<00:00,  2.30it/s]\nEpoch 0: |          | 1454/? [10:32<00:00,  2.30it/s]\nEpoch 0: |          | 1454/? [10:32<00:00,  2.30it/s]\nEpoch 0: |          | 1455/? [10:32<00:00,  2.30it/s]\nEpoch 0: |          | 1455/? [10:32<00:00,  2.30it/s]\nEpoch 0: |          | 1456/? [10:33<00:00,  2.30it/s]\nEpoch 0: |          | 1456/? [10:33<00:00,  2.30it/s]\nEpoch 0: |          | 1457/? [10:33<00:00,  2.30it/s]\nEpoch 0: |          | 1457/? [10:33<00:00,  2.30it/s]\nEpoch 0: |          | 1458/? [10:33<00:00,  2.30it/s]\nEpoch 0: |          | 1458/? [10:33<00:00,  2.30it/s]\nEpoch 0: |          | 1459/? [10:34<00:00,  2.30it/s]\nEpoch 0: |          | 1459/? [10:34<00:00,  2.30it/s]\nEpoch 0: |          | 1460/? [10:34<00:00,  2.30it/s]\nEpoch 0: |          | 1460/? [10:34<00:00,  2.30it/s]\nEpoch 0: |          | 1461/? [10:35<00:00,  2.30it/s]\nEpoch 0: |          | 1461/? [10:35<00:00,  2.30it/s]\nEpoch 0: |          | 1462/? [10:35<00:00,  2.30it/s]\nEpoch 0: |          | 1462/? [10:35<00:00,  2.30it/s]\nEpoch 0: |          | 1463/? [10:35<00:00,  2.30it/s]\nEpoch 0: |          | 1463/? [10:35<00:00,  2.30it/s]\nEpoch 0: |          | 1464/? [10:36<00:00,  2.30it/s]\nEpoch 0: |          | 1464/? [10:36<00:00,  2.30it/s]\nEpoch 0: |          | 1465/? [10:36<00:00,  2.30it/s]\nEpoch 0: |          | 1465/? [10:36<00:00,  2.30it/s]\nEpoch 0: |          | 1466/? [10:37<00:00,  2.30it/s]\nEpoch 0: |          | 1466/? [10:37<00:00,  2.30it/s]\nEpoch 0: |          | 1467/? [10:37<00:00,  2.30it/s]\nEpoch 0: |          | 1467/? [10:37<00:00,  2.30it/s]\nEpoch 0: |          | 1468/? [10:37<00:00,  2.30it/s]\nEpoch 0: |          | 1468/? [10:37<00:00,  2.30it/s]\nEpoch 0: |          | 1469/? [10:38<00:00,  2.30it/s]\nEpoch 0: |          | 1469/? [10:38<00:00,  2.30it/s]\nEpoch 0: |          | 1470/? [10:38<00:00,  2.30it/s]\nEpoch 0: |          | 1470/? [10:38<00:00,  2.30it/s]\nEpoch 0: |          | 1471/? [10:39<00:00,  2.30it/s]\nEpoch 0: |          | 1471/? [10:39<00:00,  2.30it/s]\nEpoch 0: |          | 1472/? [10:39<00:00,  2.30it/s]\nEpoch 0: |          | 1472/? [10:39<00:00,  2.30it/s]\nEpoch 0: |          | 1473/? [10:39<00:00,  2.30it/s]\nEpoch 0: |          | 1473/? [10:39<00:00,  2.30it/s]\nEpoch 0: |          | 1474/? [10:40<00:00,  2.30it/s]\nEpoch 0: |          | 1474/? [10:40<00:00,  2.30it/s]\nEpoch 0: |          | 1475/? [10:40<00:00,  2.30it/s]\nEpoch 0: |          | 1475/? [10:40<00:00,  2.30it/s]\nEpoch 0: |          | 1476/? [10:41<00:00,  2.30it/s]\nEpoch 0: |          | 1476/? [10:41<00:00,  2.30it/s]\nEpoch 0: |          | 1477/? [10:41<00:00,  2.30it/s]\nEpoch 0: |          | 1477/? [10:41<00:00,  2.30it/s]\nEpoch 0: |          | 1478/? [10:41<00:00,  2.30it/s]\nEpoch 0: |          | 1478/? [10:41<00:00,  2.30it/s]\nEpoch 0: |          | 1479/? [10:42<00:00,  2.30it/s]\nEpoch 0: |          | 1479/? [10:42<00:00,  2.30it/s]\nEpoch 0: |          | 1480/? [10:42<00:00,  2.30it/s]\nEpoch 0: |          | 1480/? [10:42<00:00,  2.30it/s]\nEpoch 0: |          | 1481/? [10:42<00:00,  2.30it/s]\nEpoch 0: |          | 1481/? [10:42<00:00,  2.30it/s]\nEpoch 0: |          | 1482/? [10:43<00:00,  2.30it/s]\nEpoch 0: |          | 1482/? [10:43<00:00,  2.30it/s]\nEpoch 0: |          | 1483/? [10:43<00:00,  2.30it/s]\nEpoch 0: |          | 1483/? [10:43<00:00,  2.30it/s]\nEpoch 0: |          | 1484/? [10:44<00:00,  2.30it/s]\nEpoch 0: |          | 1484/? [10:44<00:00,  2.30it/s]\nEpoch 0: |          | 1485/? [10:44<00:00,  2.30it/s]\nEpoch 0: |          | 1485/? [10:44<00:00,  2.30it/s]\nEpoch 0: |          | 1486/? [10:44<00:00,  2.30it/s]\nEpoch 0: |          | 1486/? [10:44<00:00,  2.30it/s]\nEpoch 0: |          | 1487/? [10:45<00:00,  2.30it/s]\nEpoch 0: |          | 1487/? [10:45<00:00,  2.30it/s]\nEpoch 0: |          | 1488/? [10:45<00:00,  2.30it/s]\nEpoch 0: |          | 1488/? [10:45<00:00,  2.30it/s]\nEpoch 0: |          | 1489/? [10:46<00:00,  2.30it/s]\nEpoch 0: |          | 1489/? [10:46<00:00,  2.30it/s]\nEpoch 0: |          | 1490/? [10:46<00:00,  2.30it/s]\nEpoch 0: |          | 1490/? [10:46<00:00,  2.30it/s]\nEpoch 0: |          | 1491/? [10:46<00:00,  2.31it/s]\nEpoch 0: |          | 1491/? [10:46<00:00,  2.31it/s]\nEpoch 0: |          | 1492/? [10:47<00:00,  2.31it/s]\nEpoch 0: |          | 1492/? [10:47<00:00,  2.31it/s]\nEpoch 0: |          | 1493/? [10:47<00:00,  2.31it/s]\nEpoch 0: |          | 1493/? [10:47<00:00,  2.31it/s]\nEpoch 0: |          | 1494/? [10:48<00:00,  2.31it/s]\nEpoch 0: |          | 1494/? [10:48<00:00,  2.31it/s]\nEpoch 0: |          | 1495/? [10:48<00:00,  2.31it/s]\nEpoch 0: |          | 1495/? [10:48<00:00,  2.31it/s]\nEpoch 0: |          | 1496/? [10:48<00:00,  2.31it/s]\nEpoch 0: |          | 1496/? [10:48<00:00,  2.31it/s]\nEpoch 0: |          | 1497/? [10:49<00:00,  2.31it/s]\nEpoch 0: |          | 1497/? [10:49<00:00,  2.31it/s]\nEpoch 0: |          | 1498/? [10:49<00:00,  2.31it/s]\nEpoch 0: |          | 1498/? [10:49<00:00,  2.31it/s]\nEpoch 0: |          | 1499/? [10:49<00:00,  2.31it/s]\nEpoch 0: |          | 1499/? [10:49<00:00,  2.31it/s]\nEpoch 0: |          | 1500/? [10:50<00:00,  2.31it/s]\nEpoch 0: |          | 1500/? [10:50<00:00,  2.31it/s]\nEpoch 0: |          | 1501/? [10:50<00:00,  2.31it/s]\nEpoch 0: |          | 1501/? [10:50<00:00,  2.31it/s]\nEpoch 0: |          | 1502/? [10:51<00:00,  2.31it/s]\nEpoch 0: |          | 1502/? [10:51<00:00,  2.31it/s]\nEpoch 0: |          | 1503/? [10:51<00:00,  2.31it/s]\nEpoch 0: |          | 1503/? [10:51<00:00,  2.31it/s]\nEpoch 0: |          | 1504/? [10:51<00:00,  2.31it/s]\nEpoch 0: |          | 1504/? [10:51<00:00,  2.31it/s]\nEpoch 0: |          | 1505/? [10:52<00:00,  2.31it/s]\nEpoch 0: |          | 1505/? [10:52<00:00,  2.31it/s]\nEpoch 0: |          | 1506/? [10:52<00:00,  2.31it/s]\nEpoch 0: |          | 1506/? [10:52<00:00,  2.31it/s]\nEpoch 0: |          | 1507/? [10:53<00:00,  2.31it/s]\nEpoch 0: |          | 1507/? [10:53<00:00,  2.31it/s]\nEpoch 0: |          | 1508/? [10:53<00:00,  2.31it/s]\nEpoch 0: |          | 1508/? [10:53<00:00,  2.31it/s]\nEpoch 0: |          | 1509/? [10:53<00:00,  2.31it/s]\nEpoch 0: |          | 1509/? [10:53<00:00,  2.31it/s]\nEpoch 0: |          | 1510/? [10:54<00:00,  2.31it/s]\nEpoch 0: |          | 1510/? [10:54<00:00,  2.31it/s]\nEpoch 0: |          | 1511/? [10:54<00:00,  2.31it/s]\nEpoch 0: |          | 1511/? [10:54<00:00,  2.31it/s]\nEpoch 0: |          | 1512/? [10:54<00:00,  2.31it/s]\nEpoch 0: |          | 1512/? [10:54<00:00,  2.31it/s]\nEpoch 0: |          | 1513/? [10:55<00:00,  2.31it/s]\nEpoch 0: |          | 1513/? [10:55<00:00,  2.31it/s]\nEpoch 0: |          | 1514/? [10:55<00:00,  2.31it/s]\nEpoch 0: |          | 1514/? [10:55<00:00,  2.31it/s]\nEpoch 0: |          | 1515/? [10:56<00:00,  2.31it/s]\nEpoch 0: |          | 1515/? [10:56<00:00,  2.31it/s]\nEpoch 0: |          | 1516/? [10:56<00:00,  2.31it/s]\nEpoch 0: |          | 1516/? [10:56<00:00,  2.31it/s]\nEpoch 0: |          | 1517/? [10:56<00:00,  2.31it/s]\nEpoch 0: |          | 1517/? [10:56<00:00,  2.31it/s]\nEpoch 0: |          | 1518/? [10:57<00:00,  2.31it/s]\nEpoch 0: |          | 1518/? [10:57<00:00,  2.31it/s]\nEpoch 0: |          | 1519/? [10:57<00:00,  2.31it/s]\nEpoch 0: |          | 1519/? [10:57<00:00,  2.31it/s]\nEpoch 0: |          | 1520/? [10:58<00:00,  2.31it/s]\nEpoch 0: |          | 1520/? [10:58<00:00,  2.31it/s]\nEpoch 0: |          | 1521/? [10:58<00:00,  2.31it/s]\nEpoch 0: |          | 1521/? [10:58<00:00,  2.31it/s]\nEpoch 0: |          | 1522/? [10:58<00:00,  2.31it/s]\nEpoch 0: |          | 1522/? [10:58<00:00,  2.31it/s]\nEpoch 0: |          | 1523/? [10:59<00:00,  2.31it/s]\nEpoch 0: |          | 1523/? [10:59<00:00,  2.31it/s]\nEpoch 0: |          | 1524/? [10:59<00:00,  2.31it/s]\nEpoch 0: |          | 1524/? [10:59<00:00,  2.31it/s]\nEpoch 0: |          | 1525/? [11:00<00:00,  2.31it/s]\nEpoch 0: |          | 1525/? [11:00<00:00,  2.31it/s]\nEpoch 0: |          | 1526/? [11:00<00:00,  2.31it/s]\nEpoch 0: |          | 1526/? [11:00<00:00,  2.31it/s]\nEpoch 0: |          | 1527/? [11:00<00:00,  2.31it/s]\nEpoch 0: |          | 1527/? [11:00<00:00,  2.31it/s]\nEpoch 0: |          | 1528/? [11:01<00:00,  2.31it/s]\nEpoch 0: |          | 1528/? [11:01<00:00,  2.31it/s]\nEpoch 0: |          | 1529/? [11:01<00:00,  2.31it/s]\nEpoch 0: |          | 1529/? [11:01<00:00,  2.31it/s]\nEpoch 0: |          | 1530/? [11:01<00:00,  2.31it/s]\nEpoch 0: |          | 1530/? [11:01<00:00,  2.31it/s]\nEpoch 0: |          | 1531/? [11:02<00:00,  2.31it/s]\nEpoch 0: |          | 1531/? [11:02<00:00,  2.31it/s]\nEpoch 0: |          | 1532/? [11:02<00:00,  2.31it/s]\nEpoch 0: |          | 1532/? [11:02<00:00,  2.31it/s]\nEpoch 0: |          | 1533/? [11:03<00:00,  2.31it/s]\nEpoch 0: |          | 1533/? [11:03<00:00,  2.31it/s]\nEpoch 0: |          | 1534/? [11:03<00:00,  2.31it/s]\nEpoch 0: |          | 1534/? [11:03<00:00,  2.31it/s]\nEpoch 0: |          | 1535/? [11:03<00:00,  2.31it/s]\nEpoch 0: |          | 1535/? [11:03<00:00,  2.31it/s]\nEpoch 0: |          | 1536/? [11:04<00:00,  2.31it/s]\nEpoch 0: |          | 1536/? [11:04<00:00,  2.31it/s]\nEpoch 0: |          | 1537/? [11:04<00:00,  2.31it/s]\nEpoch 0: |          | 1537/? [11:04<00:00,  2.31it/s]\nEpoch 0: |          | 1538/? [11:05<00:00,  2.31it/s]\nEpoch 0: |          | 1538/? [11:05<00:00,  2.31it/s]\nEpoch 0: |          | 1539/? [11:05<00:00,  2.31it/s]\nEpoch 0: |          | 1539/? [11:05<00:00,  2.31it/s]\nEpoch 0: |          | 1540/? [11:05<00:00,  2.31it/s]\nEpoch 0: |          | 1540/? [11:05<00:00,  2.31it/s]\nEpoch 0: |          | 1541/? [11:06<00:00,  2.31it/s]\nEpoch 0: |          | 1541/? [11:06<00:00,  2.31it/s]\nEpoch 0: |          | 1542/? [11:06<00:00,  2.31it/s]\nEpoch 0: |          | 1542/? [11:06<00:00,  2.31it/s]\nEpoch 0: |          | 1543/? [11:06<00:00,  2.31it/s]\nEpoch 0: |          | 1543/? [11:06<00:00,  2.31it/s]\nEpoch 0: |          | 1544/? [11:07<00:00,  2.31it/s]\nEpoch 0: |          | 1544/? [11:07<00:00,  2.31it/s]\nEpoch 0: |          | 1545/? [11:07<00:00,  2.31it/s]\nEpoch 0: |          | 1545/? [11:07<00:00,  2.31it/s]\nEpoch 0: |          | 1546/? [11:08<00:00,  2.31it/s]\nEpoch 0: |          | 1546/? [11:08<00:00,  2.31it/s]\nEpoch 0: |          | 1547/? [11:08<00:00,  2.31it/s]\nEpoch 0: |          | 1547/? [11:08<00:00,  2.31it/s]\nEpoch 0: |          | 1548/? [11:08<00:00,  2.31it/s]\nEpoch 0: |          | 1548/? [11:08<00:00,  2.31it/s]\nEpoch 0: |          | 1549/? [11:09<00:00,  2.31it/s]\nEpoch 0: |          | 1549/? [11:09<00:00,  2.31it/s]\nEpoch 0: |          | 1550/? [11:09<00:00,  2.31it/s]\nEpoch 0: |          | 1550/? [11:09<00:00,  2.31it/s]\nEpoch 0: |          | 1551/? [11:10<00:00,  2.31it/s]\nEpoch 0: |          | 1551/? [11:10<00:00,  2.31it/s]\nEpoch 0: |          | 1552/? [11:10<00:00,  2.31it/s]\nEpoch 0: |          | 1552/? [11:10<00:00,  2.31it/s]\nEpoch 0: |          | 1553/? [11:10<00:00,  2.31it/s]\nEpoch 0: |          | 1553/? [11:10<00:00,  2.31it/s]\nEpoch 0: |          | 1554/? [11:11<00:00,  2.32it/s]\nEpoch 0: |          | 1554/? [11:11<00:00,  2.32it/s]\nEpoch 0: |          | 1555/? [11:11<00:00,  2.32it/s]\nEpoch 0: |          | 1555/? [11:11<00:00,  2.32it/s]\nEpoch 0: |          | 1556/? [11:12<00:00,  2.32it/s]\nEpoch 0: |          | 1556/? [11:12<00:00,  2.32it/s]\nEpoch 0: |          | 1557/? [11:12<00:00,  2.32it/s]\nEpoch 0: |          | 1557/? [11:12<00:00,  2.32it/s]\nEpoch 0: |          | 1558/? [11:12<00:00,  2.32it/s]\nEpoch 0: |          | 1558/? [11:12<00:00,  2.32it/s]\nEpoch 0: |          | 1559/? [11:13<00:00,  2.32it/s]\nEpoch 0: |          | 1559/? [11:13<00:00,  2.32it/s]\nEpoch 0: |          | 1560/? [11:13<00:00,  2.32it/s]\nEpoch 0: |          | 1560/? [11:13<00:00,  2.32it/s]\nEpoch 0: |          | 1561/? [11:13<00:00,  2.32it/s]\nEpoch 0: |          | 1561/? [11:13<00:00,  2.32it/s]\nEpoch 0: |          | 1562/? [11:14<00:00,  2.32it/s]\nEpoch 0: |          | 1562/? [11:14<00:00,  2.32it/s]\nEpoch 0: |          | 1563/? [11:14<00:00,  2.32it/s]\nEpoch 0: |          | 1563/? [11:14<00:00,  2.32it/s]\nEpoch 0: |          | 1564/? [11:15<00:00,  2.32it/s]\nEpoch 0: |          | 1564/? [11:15<00:00,  2.32it/s]\nEpoch 0: |          | 1565/? [11:15<00:00,  2.32it/s]\nEpoch 0: |          | 1565/? [11:15<00:00,  2.32it/s]\nEpoch 0: |          | 1566/? [11:15<00:00,  2.32it/s]\nEpoch 0: |          | 1566/? [11:15<00:00,  2.32it/s]\nEpoch 0: |          | 1567/? [11:16<00:00,  2.32it/s]\nEpoch 0: |          | 1567/? [11:16<00:00,  2.32it/s]\nEpoch 0: |          | 1568/? [11:16<00:00,  2.32it/s]\nEpoch 0: |          | 1568/? [11:16<00:00,  2.32it/s]\nEpoch 0: |          | 1569/? [11:17<00:00,  2.32it/s]\nEpoch 0: |          | 1569/? [11:17<00:00,  2.32it/s]\nEpoch 0: |          | 1570/? [11:17<00:00,  2.32it/s]\nEpoch 0: |          | 1570/? [11:17<00:00,  2.32it/s]\nEpoch 0: |          | 1571/? [11:17<00:00,  2.32it/s]\nEpoch 0: |          | 1571/? [11:17<00:00,  2.32it/s]\nEpoch 0: |          | 1572/? [11:18<00:00,  2.32it/s]\nEpoch 0: |          | 1572/? [11:18<00:00,  2.32it/s]\nEpoch 0: |          | 1573/? [11:18<00:00,  2.32it/s]\nEpoch 0: |          | 1573/? [11:18<00:00,  2.32it/s]\nEpoch 0: |          | 1574/? [11:18<00:00,  2.32it/s]\nEpoch 0: |          | 1574/? [11:18<00:00,  2.32it/s]\nEpoch 0: |          | 1575/? [11:19<00:00,  2.32it/s]\nEpoch 0: |          | 1575/? [11:19<00:00,  2.32it/s]\nEpoch 0: |          | 1576/? [11:19<00:00,  2.32it/s]\nEpoch 0: |          | 1576/? [11:19<00:00,  2.32it/s]\nEpoch 0: |          | 1577/? [11:20<00:00,  2.32it/s]\nEpoch 0: |          | 1577/? [11:20<00:00,  2.32it/s]\nEpoch 0: |          | 1578/? [11:20<00:00,  2.32it/s]\nEpoch 0: |          | 1578/? [11:20<00:00,  2.32it/s]\nEpoch 0: |          | 1579/? [11:20<00:00,  2.32it/s]\nEpoch 0: |          | 1579/? [11:20<00:00,  2.32it/s]\nEpoch 0: |          | 1580/? [11:21<00:00,  2.32it/s]\nEpoch 0: |          | 1580/? [11:21<00:00,  2.32it/s]\nEpoch 0: |          | 1581/? [11:21<00:00,  2.32it/s]\nEpoch 0: |          | 1581/? [11:21<00:00,  2.32it/s]\nEpoch 0: |          | 1582/? [11:22<00:00,  2.32it/s]\nEpoch 0: |          | 1582/? [11:22<00:00,  2.32it/s]\nEpoch 0: |          | 1583/? [11:22<00:00,  2.32it/s]\nEpoch 0: |          | 1583/? [11:22<00:00,  2.32it/s]\nEpoch 0: |          | 1584/? [11:22<00:00,  2.32it/s]\nEpoch 0: |          | 1584/? [11:22<00:00,  2.32it/s]\nEpoch 0: |          | 1585/? [11:23<00:00,  2.32it/s]\nEpoch 0: |          | 1585/? [11:23<00:00,  2.32it/s]\nEpoch 0: |          | 1586/? [11:23<00:00,  2.32it/s]\nEpoch 0: |          | 1586/? [11:23<00:00,  2.32it/s]\nEpoch 0: |          | 1587/? [11:24<00:00,  2.32it/s]\nEpoch 0: |          | 1587/? [11:24<00:00,  2.32it/s]\nEpoch 0: |          | 1588/? [11:24<00:00,  2.32it/s]\nEpoch 0: |          | 1588/? [11:24<00:00,  2.32it/s]\nEpoch 0: |          | 1589/? [11:24<00:00,  2.32it/s]\nEpoch 0: |          | 1589/? [11:24<00:00,  2.32it/s]\nEpoch 0: |          | 1590/? [11:25<00:00,  2.32it/s]\nEpoch 0: |          | 1590/? [11:25<00:00,  2.32it/s]\nEpoch 0: |          | 1591/? [11:25<00:00,  2.32it/s]\nEpoch 0: |          | 1591/? [11:25<00:00,  2.32it/s]\nEpoch 0: |          | 1592/? [11:25<00:00,  2.32it/s]\nEpoch 0: |          | 1592/? [11:25<00:00,  2.32it/s]\nEpoch 0: |          | 1593/? [11:26<00:00,  2.32it/s]\nEpoch 0: |          | 1593/? [11:26<00:00,  2.32it/s]\nEpoch 0: |          | 1594/? [11:26<00:00,  2.32it/s]\nEpoch 0: |          | 1594/? [11:26<00:00,  2.32it/s]\nEpoch 0: |          | 1595/? [11:27<00:00,  2.32it/s]\nEpoch 0: |          | 1595/? [11:27<00:00,  2.32it/s]\nEpoch 0: |          | 1596/? [11:27<00:00,  2.32it/s]\nEpoch 0: |          | 1596/? [11:27<00:00,  2.32it/s]\nEpoch 0: |          | 1597/? [11:27<00:00,  2.32it/s]\nEpoch 0: |          | 1597/? [11:27<00:00,  2.32it/s]\nEpoch 0: |          | 1598/? [11:28<00:00,  2.32it/s]\nEpoch 0: |          | 1598/? [11:28<00:00,  2.32it/s]\nEpoch 0: |          | 1599/? [11:28<00:00,  2.32it/s]\nEpoch 0: |          | 1599/? [11:28<00:00,  2.32it/s]\nEpoch 0: |          | 1600/? [11:29<00:00,  2.32it/s]\nEpoch 0: |          | 1600/? [11:29<00:00,  2.32it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.92it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  7.41it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.52it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.44it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 1600/? [11:29<00:00,  2.32it/s]\nEpoch 0: |          | 1601/? [11:30<00:00,  2.32it/s]\nEpoch 0: |          | 1601/? [11:30<00:00,  2.32it/s]\nEpoch 0: |          | 1602/? [11:30<00:00,  2.32it/s]\nEpoch 0: |          | 1602/? [11:30<00:00,  2.32it/s]\nEpoch 0: |          | 1603/? [11:30<00:00,  2.32it/s]\nEpoch 0: |          | 1603/? [11:30<00:00,  2.32it/s]\nEpoch 0: |          | 1604/? [11:31<00:00,  2.32it/s]\nEpoch 0: |          | 1604/? [11:31<00:00,  2.32it/s]\nEpoch 0: |          | 1605/? [11:31<00:00,  2.32it/s]\nEpoch 0: |          | 1605/? [11:31<00:00,  2.32it/s]\nEpoch 0: |          | 1606/? [11:31<00:00,  2.32it/s]\nEpoch 0: |          | 1606/? [11:31<00:00,  2.32it/s]\nEpoch 0: |          | 1607/? [11:32<00:00,  2.32it/s]\nEpoch 0: |          | 1607/? [11:32<00:00,  2.32it/s]\nEpoch 0: |          | 1608/? [11:32<00:00,  2.32it/s]\nEpoch 0: |          | 1608/? [11:32<00:00,  2.32it/s]\nEpoch 0: |          | 1609/? [11:33<00:00,  2.32it/s]\nEpoch 0: |          | 1609/? [11:33<00:00,  2.32it/s]\nEpoch 0: |          | 1610/? [11:33<00:00,  2.32it/s]\nEpoch 0: |          | 1610/? [11:33<00:00,  2.32it/s]\nEpoch 0: |          | 1611/? [11:33<00:00,  2.32it/s]\nEpoch 0: |          | 1611/? [11:33<00:00,  2.32it/s]\nEpoch 0: |          | 1612/? [11:34<00:00,  2.32it/s]\nEpoch 0: |          | 1612/? [11:34<00:00,  2.32it/s]\nEpoch 0: |          | 1613/? [11:34<00:00,  2.32it/s]\nEpoch 0: |          | 1613/? [11:34<00:00,  2.32it/s]\nEpoch 0: |          | 1614/? [11:34<00:00,  2.32it/s]\nEpoch 0: |          | 1614/? [11:34<00:00,  2.32it/s]\nEpoch 0: |          | 1615/? [11:35<00:00,  2.32it/s]\nEpoch 0: |          | 1615/? [11:35<00:00,  2.32it/s]\nEpoch 0: |          | 1616/? [11:35<00:00,  2.32it/s]\nEpoch 0: |          | 1616/? [11:35<00:00,  2.32it/s]\nEpoch 0: |          | 1617/? [11:36<00:00,  2.32it/s]\nEpoch 0: |          | 1617/? [11:36<00:00,  2.32it/s]\nEpoch 0: |          | 1618/? [11:36<00:00,  2.32it/s]\nEpoch 0: |          | 1618/? [11:36<00:00,  2.32it/s]\nEpoch 0: |          | 1619/? [11:36<00:00,  2.32it/s]\nEpoch 0: |          | 1619/? [11:36<00:00,  2.32it/s]\nEpoch 0: |          | 1620/? [11:37<00:00,  2.32it/s]\nEpoch 0: |          | 1620/? [11:37<00:00,  2.32it/s]\nEpoch 0: |          | 1621/? [11:37<00:00,  2.32it/s]\nEpoch 0: |          | 1621/? [11:37<00:00,  2.32it/s]\nEpoch 0: |          | 1622/? [11:38<00:00,  2.32it/s]\nEpoch 0: |          | 1622/? [11:38<00:00,  2.32it/s]\nEpoch 0: |          | 1623/? [11:38<00:00,  2.32it/s]\nEpoch 0: |          | 1623/? [11:38<00:00,  2.32it/s]\nEpoch 0: |          | 1624/? [11:38<00:00,  2.32it/s]\nEpoch 0: |          | 1624/? [11:38<00:00,  2.32it/s]\nEpoch 0: |          | 1625/? [11:39<00:00,  2.32it/s]\nEpoch 0: |          | 1625/? [11:39<00:00,  2.32it/s]\nEpoch 0: |          | 1626/? [11:39<00:00,  2.32it/s]\nEpoch 0: |          | 1626/? [11:39<00:00,  2.32it/s]\nEpoch 0: |          | 1627/? [11:40<00:00,  2.32it/s]\nEpoch 0: |          | 1627/? [11:40<00:00,  2.32it/s]\nEpoch 0: |          | 1628/? [11:40<00:00,  2.32it/s]\nEpoch 0: |          | 1628/? [11:40<00:00,  2.32it/s]\nEpoch 0: |          | 1629/? [11:40<00:00,  2.32it/s]\nEpoch 0: |          | 1629/? [11:40<00:00,  2.32it/s]\nEpoch 0: |          | 1630/? [11:41<00:00,  2.32it/s]\nEpoch 0: |          | 1630/? [11:41<00:00,  2.32it/s]\nEpoch 0: |          | 1631/? [11:41<00:00,  2.32it/s]\nEpoch 0: |          | 1631/? [11:41<00:00,  2.32it/s]\nEpoch 0: |          | 1632/? [11:41<00:00,  2.32it/s]\nEpoch 0: |          | 1632/? [11:41<00:00,  2.32it/s]\nEpoch 0: |          | 1633/? [11:42<00:00,  2.33it/s]\nEpoch 0: |          | 1633/? [11:42<00:00,  2.33it/s]\nEpoch 0: |          | 1634/? [11:42<00:00,  2.33it/s]\nEpoch 0: |          | 1634/? [11:42<00:00,  2.33it/s]\nEpoch 0: |          | 1635/? [11:43<00:00,  2.33it/s]\nEpoch 0: |          | 1635/? [11:43<00:00,  2.33it/s]\nEpoch 0: |          | 1636/? [11:43<00:00,  2.33it/s]\nEpoch 0: |          | 1636/? [11:43<00:00,  2.33it/s]\nEpoch 0: |          | 1637/? [11:43<00:00,  2.33it/s]\nEpoch 0: |          | 1637/? [11:43<00:00,  2.33it/s]\nEpoch 0: |          | 1638/? [11:44<00:00,  2.33it/s]\nEpoch 0: |          | 1638/? [11:44<00:00,  2.33it/s]\nEpoch 0: |          | 1639/? [11:44<00:00,  2.33it/s]\nEpoch 0: |          | 1639/? [11:44<00:00,  2.33it/s]\nEpoch 0: |          | 1640/? [11:45<00:00,  2.33it/s]\nEpoch 0: |          | 1640/? [11:45<00:00,  2.33it/s]\nEpoch 0: |          | 1641/? [11:45<00:00,  2.33it/s]\nEpoch 0: |          | 1641/? [11:45<00:00,  2.33it/s]\nEpoch 0: |          | 1642/? [11:45<00:00,  2.33it/s]\nEpoch 0: |          | 1642/? [11:45<00:00,  2.33it/s]\nEpoch 0: |          | 1643/? [11:46<00:00,  2.33it/s]\nEpoch 0: |          | 1643/? [11:46<00:00,  2.33it/s]\nEpoch 0: |          | 1644/? [11:46<00:00,  2.33it/s]\nEpoch 0: |          | 1644/? [11:46<00:00,  2.33it/s]\nEpoch 0: |          | 1645/? [11:46<00:00,  2.33it/s]\nEpoch 0: |          | 1645/? [11:46<00:00,  2.33it/s]\nEpoch 0: |          | 1646/? [11:47<00:00,  2.33it/s]\nEpoch 0: |          | 1646/? [11:47<00:00,  2.33it/s]\nEpoch 0: |          | 1647/? [11:47<00:00,  2.33it/s]\nEpoch 0: |          | 1647/? [11:47<00:00,  2.33it/s]\nEpoch 0: |          | 1648/? [11:48<00:00,  2.33it/s]\nEpoch 0: |          | 1648/? [11:48<00:00,  2.33it/s]\nEpoch 0: |          | 1649/? [11:48<00:00,  2.33it/s]\nEpoch 0: |          | 1649/? [11:48<00:00,  2.33it/s]\nEpoch 0: |          | 1650/? [11:48<00:00,  2.33it/s]\nEpoch 0: |          | 1650/? [11:48<00:00,  2.33it/s]\nEpoch 0: |          | 1651/? [11:49<00:00,  2.33it/s]\nEpoch 0: |          | 1651/? [11:49<00:00,  2.33it/s]\nEpoch 0: |          | 1652/? [11:49<00:00,  2.33it/s]\nEpoch 0: |          | 1652/? [11:49<00:00,  2.33it/s]\nEpoch 0: |          | 1653/? [11:50<00:00,  2.33it/s]\nEpoch 0: |          | 1653/? [11:50<00:00,  2.33it/s]\nEpoch 0: |          | 1654/? [11:50<00:00,  2.33it/s]\nEpoch 0: |          | 1654/? [11:50<00:00,  2.33it/s]\nEpoch 0: |          | 1655/? [11:50<00:00,  2.33it/s]\nEpoch 0: |          | 1655/? [11:50<00:00,  2.33it/s]\nEpoch 0: |          | 1656/? [11:51<00:00,  2.33it/s]\nEpoch 0: |          | 1656/? [11:51<00:00,  2.33it/s]\nEpoch 0: |          | 1657/? [11:51<00:00,  2.33it/s]\nEpoch 0: |          | 1657/? [11:51<00:00,  2.33it/s]\nEpoch 0: |          | 1658/? [11:51<00:00,  2.33it/s]\nEpoch 0: |          | 1658/? [11:51<00:00,  2.33it/s]\nEpoch 0: |          | 1659/? [11:52<00:00,  2.33it/s]\nEpoch 0: |          | 1659/? [11:52<00:00,  2.33it/s]\nEpoch 0: |          | 1660/? [11:52<00:00,  2.33it/s]\nEpoch 0: |          | 1660/? [11:52<00:00,  2.33it/s]\nEpoch 0: |          | 1661/? [11:53<00:00,  2.33it/s]\nEpoch 0: |          | 1661/? [11:53<00:00,  2.33it/s]\nEpoch 0: |          | 1662/? [11:53<00:00,  2.33it/s]\nEpoch 0: |          | 1662/? [11:53<00:00,  2.33it/s]\nEpoch 0: |          | 1663/? [11:53<00:00,  2.33it/s]\nEpoch 0: |          | 1663/? [11:53<00:00,  2.33it/s]\nEpoch 0: |          | 1664/? [11:54<00:00,  2.33it/s]\nEpoch 0: |          | 1664/? [11:54<00:00,  2.33it/s]\nEpoch 0: |          | 1665/? [11:54<00:00,  2.33it/s]\nEpoch 0: |          | 1665/? [11:54<00:00,  2.33it/s]\nEpoch 0: |          | 1666/? [11:55<00:00,  2.33it/s]\nEpoch 0: |          | 1666/? [11:55<00:00,  2.33it/s]\nEpoch 0: |          | 1667/? [11:55<00:00,  2.33it/s]\nEpoch 0: |          | 1667/? [11:55<00:00,  2.33it/s]\nEpoch 0: |          | 1668/? [11:55<00:00,  2.33it/s]\nEpoch 0: |          | 1668/? [11:55<00:00,  2.33it/s]\nEpoch 0: |          | 1669/? [11:56<00:00,  2.33it/s]\nEpoch 0: |          | 1669/? [11:56<00:00,  2.33it/s]\nEpoch 0: |          | 1670/? [11:56<00:00,  2.33it/s]\nEpoch 0: |          | 1670/? [11:56<00:00,  2.33it/s]\nEpoch 0: |          | 1671/? [11:56<00:00,  2.33it/s]\nEpoch 0: |          | 1671/? [11:56<00:00,  2.33it/s]\nEpoch 0: |          | 1672/? [11:57<00:00,  2.33it/s]\nEpoch 0: |          | 1672/? [11:57<00:00,  2.33it/s]\nEpoch 0: |          | 1673/? [11:57<00:00,  2.33it/s]\nEpoch 0: |          | 1673/? [11:57<00:00,  2.33it/s]\nEpoch 0: |          | 1674/? [11:58<00:00,  2.33it/s]\nEpoch 0: |          | 1674/? [11:58<00:00,  2.33it/s]\nEpoch 0: |          | 1675/? [11:58<00:00,  2.33it/s]\nEpoch 0: |          | 1675/? [11:58<00:00,  2.33it/s]\nEpoch 0: |          | 1676/? [11:58<00:00,  2.33it/s]\nEpoch 0: |          | 1676/? [11:58<00:00,  2.33it/s]\nEpoch 0: |          | 1677/? [11:59<00:00,  2.33it/s]\nEpoch 0: |          | 1677/? [11:59<00:00,  2.33it/s]\nEpoch 0: |          | 1678/? [11:59<00:00,  2.33it/s]\nEpoch 0: |          | 1678/? [11:59<00:00,  2.33it/s]\nEpoch 0: |          | 1679/? [12:00<00:00,  2.33it/s]\nEpoch 0: |          | 1679/? [12:00<00:00,  2.33it/s]\nEpoch 0: |          | 1680/? [12:00<00:00,  2.33it/s]\nEpoch 0: |          | 1680/? [12:00<00:00,  2.33it/s]\nEpoch 0: |          | 1681/? [12:00<00:00,  2.33it/s]\nEpoch 0: |          | 1681/? [12:00<00:00,  2.33it/s]\nEpoch 0: |          | 1682/? [12:01<00:00,  2.33it/s]\nEpoch 0: |          | 1682/? [12:01<00:00,  2.33it/s]\nEpoch 0: |          | 1683/? [12:01<00:00,  2.33it/s]\nEpoch 0: |          | 1683/? [12:01<00:00,  2.33it/s]\nEpoch 0: |          | 1684/? [12:02<00:00,  2.33it/s]\nEpoch 0: |          | 1684/? [12:02<00:00,  2.33it/s]\nEpoch 0: |          | 1685/? [12:02<00:00,  2.33it/s]\nEpoch 0: |          | 1685/? [12:02<00:00,  2.33it/s]\nEpoch 0: |          | 1686/? [12:02<00:00,  2.33it/s]\nEpoch 0: |          | 1686/? [12:02<00:00,  2.33it/s]\nEpoch 0: |          | 1687/? [12:03<00:00,  2.33it/s]\nEpoch 0: |          | 1687/? [12:03<00:00,  2.33it/s]\nEpoch 0: |          | 1688/? [12:03<00:00,  2.33it/s]\nEpoch 0: |          | 1688/? [12:03<00:00,  2.33it/s]\nEpoch 0: |          | 1689/? [12:03<00:00,  2.33it/s]\nEpoch 0: |          | 1689/? [12:03<00:00,  2.33it/s]\nEpoch 0: |          | 1690/? [12:04<00:00,  2.33it/s]\nEpoch 0: |          | 1690/? [12:04<00:00,  2.33it/s]\nEpoch 0: |          | 1691/? [12:04<00:00,  2.33it/s]\nEpoch 0: |          | 1691/? [12:04<00:00,  2.33it/s]\nEpoch 0: |          | 1692/? [12:05<00:00,  2.33it/s]\nEpoch 0: |          | 1692/? [12:05<00:00,  2.33it/s]\nEpoch 0: |          | 1693/? [12:05<00:00,  2.33it/s]\nEpoch 0: |          | 1693/? [12:05<00:00,  2.33it/s]\nEpoch 0: |          | 1694/? [12:05<00:00,  2.33it/s]\nEpoch 0: |          | 1694/? [12:05<00:00,  2.33it/s]\nEpoch 0: |          | 1695/? [12:06<00:00,  2.33it/s]\nEpoch 0: |          | 1695/? [12:06<00:00,  2.33it/s]\nEpoch 0: |          | 1696/? [12:06<00:00,  2.33it/s]\nEpoch 0: |          | 1696/? [12:06<00:00,  2.33it/s]\nEpoch 0: |          | 1697/? [12:07<00:00,  2.33it/s]\nEpoch 0: |          | 1697/? [12:07<00:00,  2.33it/s]\nEpoch 0: |          | 1698/? [12:07<00:00,  2.33it/s]\nEpoch 0: |          | 1698/? [12:07<00:00,  2.33it/s]\nEpoch 0: |          | 1699/? [12:07<00:00,  2.33it/s]\nEpoch 0: |          | 1699/? [12:07<00:00,  2.33it/s]\nEpoch 0: |          | 1700/? [12:08<00:00,  2.33it/s]\nEpoch 0: |          | 1700/? [12:08<00:00,  2.33it/s]\nEpoch 0: |          | 1701/? [12:08<00:00,  2.33it/s]\nEpoch 0: |          | 1701/? [12:08<00:00,  2.33it/s]\nEpoch 0: |          | 1702/? [12:08<00:00,  2.33it/s]\nEpoch 0: |          | 1702/? [12:08<00:00,  2.33it/s]\nEpoch 0: |          | 1703/? [12:09<00:00,  2.34it/s]\nEpoch 0: |          | 1703/? [12:09<00:00,  2.34it/s]\nEpoch 0: |          | 1704/? [12:09<00:00,  2.34it/s]\nEpoch 0: |          | 1704/? [12:09<00:00,  2.34it/s]\nEpoch 0: |          | 1705/? [12:10<00:00,  2.34it/s]\nEpoch 0: |          | 1705/? [12:10<00:00,  2.34it/s]\nEpoch 0: |          | 1706/? [12:10<00:00,  2.34it/s]\nEpoch 0: |          | 1706/? [12:10<00:00,  2.34it/s]\nEpoch 0: |          | 1707/? [12:10<00:00,  2.34it/s]\nEpoch 0: |          | 1707/? [12:10<00:00,  2.34it/s]\nEpoch 0: |          | 1708/? [12:11<00:00,  2.34it/s]\nEpoch 0: |          | 1708/? [12:11<00:00,  2.34it/s]\nEpoch 0: |          | 1709/? [12:11<00:00,  2.34it/s]\nEpoch 0: |          | 1709/? [12:11<00:00,  2.34it/s]\nEpoch 0: |          | 1710/? [12:12<00:00,  2.34it/s]\nEpoch 0: |          | 1710/? [12:12<00:00,  2.34it/s]\nEpoch 0: |          | 1711/? [12:12<00:00,  2.34it/s]\nEpoch 0: |          | 1711/? [12:12<00:00,  2.34it/s]\nEpoch 0: |          | 1712/? [12:12<00:00,  2.34it/s]\nEpoch 0: |          | 1712/? [12:12<00:00,  2.34it/s]\nEpoch 0: |          | 1713/? [12:13<00:00,  2.34it/s]\nEpoch 0: |          | 1713/? [12:13<00:00,  2.34it/s]\nEpoch 0: |          | 1714/? [12:13<00:00,  2.34it/s]\nEpoch 0: |          | 1714/? [12:13<00:00,  2.34it/s]\nEpoch 0: |          | 1715/? [12:13<00:00,  2.34it/s]\nEpoch 0: |          | 1715/? [12:13<00:00,  2.34it/s]\nEpoch 0: |          | 1716/? [12:14<00:00,  2.34it/s]\nEpoch 0: |          | 1716/? [12:14<00:00,  2.34it/s]\nEpoch 0: |          | 1717/? [12:14<00:00,  2.34it/s]\nEpoch 0: |          | 1717/? [12:14<00:00,  2.34it/s]\nEpoch 0: |          | 1718/? [12:15<00:00,  2.34it/s]\nEpoch 0: |          | 1718/? [12:15<00:00,  2.34it/s]\nEpoch 0: |          | 1719/? [12:15<00:00,  2.34it/s]\nEpoch 0: |          | 1719/? [12:15<00:00,  2.34it/s]\nEpoch 0: |          | 1720/? [12:15<00:00,  2.34it/s]\nEpoch 0: |          | 1720/? [12:15<00:00,  2.34it/s]\nEpoch 0: |          | 1721/? [12:16<00:00,  2.34it/s]\nEpoch 0: |          | 1721/? [12:16<00:00,  2.34it/s]\nEpoch 0: |          | 1722/? [12:16<00:00,  2.34it/s]\nEpoch 0: |          | 1722/? [12:16<00:00,  2.34it/s]\nEpoch 0: |          | 1723/? [12:17<00:00,  2.34it/s]\nEpoch 0: |          | 1723/? [12:17<00:00,  2.34it/s]\nEpoch 0: |          | 1724/? [12:17<00:00,  2.34it/s]\nEpoch 0: |          | 1724/? [12:17<00:00,  2.34it/s]\nEpoch 0: |          | 1725/? [12:17<00:00,  2.34it/s]\nEpoch 0: |          | 1725/? [12:17<00:00,  2.34it/s]\nEpoch 0: |          | 1726/? [12:18<00:00,  2.34it/s]\nEpoch 0: |          | 1726/? [12:18<00:00,  2.34it/s]\nEpoch 0: |          | 1727/? [12:18<00:00,  2.34it/s]\nEpoch 0: |          | 1727/? [12:18<00:00,  2.34it/s]\nEpoch 0: |          | 1728/? [12:18<00:00,  2.34it/s]\nEpoch 0: |          | 1728/? [12:18<00:00,  2.34it/s]\nEpoch 0: |          | 1729/? [12:19<00:00,  2.34it/s]\nEpoch 0: |          | 1729/? [12:19<00:00,  2.34it/s]\nEpoch 0: |          | 1730/? [12:19<00:00,  2.34it/s]\nEpoch 0: |          | 1730/? [12:19<00:00,  2.34it/s]\nEpoch 0: |          | 1731/? [12:20<00:00,  2.34it/s]\nEpoch 0: |          | 1731/? [12:20<00:00,  2.34it/s]\nEpoch 0: |          | 1732/? [12:20<00:00,  2.34it/s]\nEpoch 0: |          | 1732/? [12:20<00:00,  2.34it/s]\nEpoch 0: |          | 1733/? [12:20<00:00,  2.34it/s]\nEpoch 0: |          | 1733/? [12:20<00:00,  2.34it/s]\nEpoch 0: |          | 1734/? [12:21<00:00,  2.34it/s]\nEpoch 0: |          | 1734/? [12:21<00:00,  2.34it/s]\nEpoch 0: |          | 1735/? [12:21<00:00,  2.34it/s]\nEpoch 0: |          | 1735/? [12:21<00:00,  2.34it/s]\nEpoch 0: |          | 1736/? [12:22<00:00,  2.34it/s]\nEpoch 0: |          | 1736/? [12:22<00:00,  2.34it/s]\nEpoch 0: |          | 1737/? [12:22<00:00,  2.34it/s]\nEpoch 0: |          | 1737/? [12:22<00:00,  2.34it/s]\nEpoch 0: |          | 1738/? [12:22<00:00,  2.34it/s]\nEpoch 0: |          | 1738/? [12:22<00:00,  2.34it/s]\nEpoch 0: |          | 1739/? [12:23<00:00,  2.34it/s]\nEpoch 0: |          | 1739/? [12:23<00:00,  2.34it/s]\nEpoch 0: |          | 1740/? [12:23<00:00,  2.34it/s]\nEpoch 0: |          | 1740/? [12:23<00:00,  2.34it/s]\nEpoch 0: |          | 1741/? [12:23<00:00,  2.34it/s]\nEpoch 0: |          | 1741/? [12:23<00:00,  2.34it/s]\nEpoch 0: |          | 1742/? [12:24<00:00,  2.34it/s]\nEpoch 0: |          | 1742/? [12:24<00:00,  2.34it/s]\nEpoch 0: |          | 1743/? [12:24<00:00,  2.34it/s]\nEpoch 0: |          | 1743/? [12:24<00:00,  2.34it/s]\nEpoch 0: |          | 1744/? [12:25<00:00,  2.34it/s]\nEpoch 0: |          | 1744/? [12:25<00:00,  2.34it/s]\nEpoch 0: |          | 1745/? [12:25<00:00,  2.34it/s]\nEpoch 0: |          | 1745/? [12:25<00:00,  2.34it/s]\nEpoch 0: |          | 1746/? [12:25<00:00,  2.34it/s]\nEpoch 0: |          | 1746/? [12:25<00:00,  2.34it/s]\nEpoch 0: |          | 1747/? [12:26<00:00,  2.34it/s]\nEpoch 0: |          | 1747/? [12:26<00:00,  2.34it/s]\nEpoch 0: |          | 1748/? [12:26<00:00,  2.34it/s]\nEpoch 0: |          | 1748/? [12:26<00:00,  2.34it/s]\nEpoch 0: |          | 1749/? [12:27<00:00,  2.34it/s]\nEpoch 0: |          | 1749/? [12:27<00:00,  2.34it/s]\nEpoch 0: |          | 1750/? [12:27<00:00,  2.34it/s]\nEpoch 0: |          | 1750/? [12:27<00:00,  2.34it/s]\nEpoch 0: |          | 1751/? [12:27<00:00,  2.34it/s]\nEpoch 0: |          | 1751/? [12:27<00:00,  2.34it/s]\nEpoch 0: |          | 1752/? [12:28<00:00,  2.34it/s]\nEpoch 0: |          | 1752/? [12:28<00:00,  2.34it/s]\nEpoch 0: |          | 1753/? [12:28<00:00,  2.34it/s]\nEpoch 0: |          | 1753/? [12:28<00:00,  2.34it/s]\nEpoch 0: |          | 1754/? [12:28<00:00,  2.34it/s]\nEpoch 0: |          | 1754/? [12:28<00:00,  2.34it/s]\nEpoch 0: |          | 1755/? [12:29<00:00,  2.34it/s]\nEpoch 0: |          | 1755/? [12:29<00:00,  2.34it/s]\nEpoch 0: |          | 1756/? [12:29<00:00,  2.34it/s]\nEpoch 0: |          | 1756/? [12:29<00:00,  2.34it/s]\nEpoch 0: |          | 1757/? [12:30<00:00,  2.34it/s]\nEpoch 0: |          | 1757/? [12:30<00:00,  2.34it/s]\nEpoch 0: |          | 1758/? [12:30<00:00,  2.34it/s]\nEpoch 0: |          | 1758/? [12:30<00:00,  2.34it/s]\nEpoch 0: |          | 1759/? [12:30<00:00,  2.34it/s]\nEpoch 0: |          | 1759/? [12:30<00:00,  2.34it/s]\nEpoch 0: |          | 1760/? [12:31<00:00,  2.34it/s]\nEpoch 0: |          | 1760/? [12:31<00:00,  2.34it/s]\nEpoch 0: |          | 1761/? [12:31<00:00,  2.34it/s]\nEpoch 0: |          | 1761/? [12:31<00:00,  2.34it/s]\nEpoch 0: |          | 1762/? [12:32<00:00,  2.34it/s]\nEpoch 0: |          | 1762/? [12:32<00:00,  2.34it/s]\nEpoch 0: |          | 1763/? [12:32<00:00,  2.34it/s]\nEpoch 0: |          | 1763/? [12:32<00:00,  2.34it/s]\nEpoch 0: |          | 1764/? [12:32<00:00,  2.34it/s]\nEpoch 0: |          | 1764/? [12:32<00:00,  2.34it/s]\nEpoch 0: |          | 1765/? [12:33<00:00,  2.34it/s]\nEpoch 0: |          | 1765/? [12:33<00:00,  2.34it/s]\nEpoch 0: |          | 1766/? [12:33<00:00,  2.34it/s]\nEpoch 0: |          | 1766/? [12:33<00:00,  2.34it/s]\nEpoch 0: |          | 1767/? [12:33<00:00,  2.34it/s]\nEpoch 0: |          | 1767/? [12:33<00:00,  2.34it/s]\nEpoch 0: |          | 1768/? [12:34<00:00,  2.34it/s]\nEpoch 0: |          | 1768/? [12:34<00:00,  2.34it/s]\nEpoch 0: |          | 1769/? [12:34<00:00,  2.34it/s]\nEpoch 0: |          | 1769/? [12:34<00:00,  2.34it/s]\nEpoch 0: |          | 1770/? [12:35<00:00,  2.34it/s]\nEpoch 0: |          | 1770/? [12:35<00:00,  2.34it/s]\nEpoch 0: |          | 1771/? [12:35<00:00,  2.34it/s]\nEpoch 0: |          | 1771/? [12:35<00:00,  2.34it/s]\nEpoch 0: |          | 1772/? [12:35<00:00,  2.34it/s]\nEpoch 0: |          | 1772/? [12:35<00:00,  2.34it/s]\nEpoch 0: |          | 1773/? [12:36<00:00,  2.34it/s]\nEpoch 0: |          | 1773/? [12:36<00:00,  2.34it/s]\nEpoch 0: |          | 1774/? [12:36<00:00,  2.34it/s]\nEpoch 0: |          | 1774/? [12:36<00:00,  2.34it/s]\nEpoch 0: |          | 1775/? [12:37<00:00,  2.34it/s]\nEpoch 0: |          | 1775/? [12:37<00:00,  2.34it/s]\nEpoch 0: |          | 1776/? [12:37<00:00,  2.34it/s]\nEpoch 0: |          | 1776/? [12:37<00:00,  2.34it/s]\nEpoch 0: |          | 1777/? [12:37<00:00,  2.34it/s]\nEpoch 0: |          | 1777/? [12:37<00:00,  2.34it/s]\nEpoch 0: |          | 1778/? [12:38<00:00,  2.34it/s]\nEpoch 0: |          | 1778/? [12:38<00:00,  2.34it/s]\nEpoch 0: |          | 1779/? [12:38<00:00,  2.35it/s]\nEpoch 0: |          | 1779/? [12:38<00:00,  2.35it/s]\nEpoch 0: |          | 1780/? [12:38<00:00,  2.35it/s]\nEpoch 0: |          | 1780/? [12:38<00:00,  2.35it/s]\nEpoch 0: |          | 1781/? [12:39<00:00,  2.35it/s]\nEpoch 0: |          | 1781/? [12:39<00:00,  2.35it/s]\nEpoch 0: |          | 1782/? [12:39<00:00,  2.35it/s]\nEpoch 0: |          | 1782/? [12:39<00:00,  2.35it/s]\nEpoch 0: |          | 1783/? [12:40<00:00,  2.35it/s]\nEpoch 0: |          | 1783/? [12:40<00:00,  2.35it/s]\nEpoch 0: |          | 1784/? [12:40<00:00,  2.35it/s]\nEpoch 0: |          | 1784/? [12:40<00:00,  2.35it/s]\nEpoch 0: |          | 1785/? [12:40<00:00,  2.35it/s]\nEpoch 0: |          | 1785/? [12:40<00:00,  2.35it/s]\nEpoch 0: |          | 1786/? [12:41<00:00,  2.35it/s]\nEpoch 0: |          | 1786/? [12:41<00:00,  2.35it/s]\nEpoch 0: |          | 1787/? [12:41<00:00,  2.35it/s]\nEpoch 0: |          | 1787/? [12:41<00:00,  2.35it/s]\nEpoch 0: |          | 1788/? [12:42<00:00,  2.35it/s]\nEpoch 0: |          | 1788/? [12:42<00:00,  2.35it/s]\nEpoch 0: |          | 1789/? [12:42<00:00,  2.35it/s]\nEpoch 0: |          | 1789/? [12:42<00:00,  2.35it/s]\nEpoch 0: |          | 1790/? [12:42<00:00,  2.35it/s]\nEpoch 0: |          | 1790/? [12:42<00:00,  2.35it/s]\nEpoch 0: |          | 1791/? [12:43<00:00,  2.35it/s]\nEpoch 0: |          | 1791/? [12:43<00:00,  2.35it/s]\nEpoch 0: |          | 1792/? [12:43<00:00,  2.35it/s]\nEpoch 0: |          | 1792/? [12:43<00:00,  2.35it/s]\nEpoch 0: |          | 1793/? [12:44<00:00,  2.35it/s]\nEpoch 0: |          | 1793/? [12:44<00:00,  2.35it/s]\nEpoch 0: |          | 1794/? [12:44<00:00,  2.35it/s]\nEpoch 0: |          | 1794/? [12:44<00:00,  2.35it/s]\nEpoch 0: |          | 1795/? [12:44<00:00,  2.35it/s]\nEpoch 0: |          | 1795/? [12:44<00:00,  2.35it/s]\nEpoch 0: |          | 1796/? [12:45<00:00,  2.35it/s]\nEpoch 0: |          | 1796/? [12:45<00:00,  2.35it/s]\nEpoch 0: |          | 1797/? [12:45<00:00,  2.35it/s]\nEpoch 0: |          | 1797/? [12:45<00:00,  2.35it/s]\nEpoch 0: |          | 1798/? [12:45<00:00,  2.35it/s]\nEpoch 0: |          | 1798/? [12:45<00:00,  2.35it/s]\nEpoch 0: |          | 1799/? [12:46<00:00,  2.35it/s]\nEpoch 0: |          | 1799/? [12:46<00:00,  2.35it/s]\nEpoch 0: |          | 1800/? [12:46<00:00,  2.35it/s]\nEpoch 0: |          | 1800/? [12:46<00:00,  2.35it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.96it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  7.55it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.65it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.52it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 1800/? [12:47<00:00,  2.35it/s]\nEpoch 0: |          | 1801/? [12:47<00:00,  2.35it/s]\nEpoch 0: |          | 1801/? [12:47<00:00,  2.35it/s]\nEpoch 0: |          | 1802/? [12:48<00:00,  2.35it/s]\nEpoch 0: |          | 1802/? [12:48<00:00,  2.35it/s]\nEpoch 0: |          | 1803/? [12:48<00:00,  2.35it/s]\nEpoch 0: |          | 1803/? [12:48<00:00,  2.35it/s]\nEpoch 0: |          | 1804/? [12:48<00:00,  2.35it/s]\nEpoch 0: |          | 1804/? [12:48<00:00,  2.35it/s]\nEpoch 0: |          | 1805/? [12:49<00:00,  2.35it/s]\nEpoch 0: |          | 1805/? [12:49<00:00,  2.35it/s]\nEpoch 0: |          | 1806/? [12:49<00:00,  2.35it/s]\nEpoch 0: |          | 1806/? [12:49<00:00,  2.35it/s]\nEpoch 0: |          | 1807/? [12:49<00:00,  2.35it/s]\nEpoch 0: |          | 1807/? [12:49<00:00,  2.35it/s]\nEpoch 0: |          | 1808/? [12:50<00:00,  2.35it/s]\nEpoch 0: |          | 1808/? [12:50<00:00,  2.35it/s]\nEpoch 0: |          | 1809/? [12:50<00:00,  2.35it/s]\nEpoch 0: |          | 1809/? [12:50<00:00,  2.35it/s]\nEpoch 0: |          | 1810/? [12:51<00:00,  2.35it/s]\nEpoch 0: |          | 1810/? [12:51<00:00,  2.35it/s]\nEpoch 0: |          | 1811/? [12:51<00:00,  2.35it/s]\nEpoch 0: |          | 1811/? [12:51<00:00,  2.35it/s]\nEpoch 0: |          | 1812/? [12:51<00:00,  2.35it/s]\nEpoch 0: |          | 1812/? [12:51<00:00,  2.35it/s]\nEpoch 0: |          | 1813/? [12:52<00:00,  2.35it/s]\nEpoch 0: |          | 1813/? [12:52<00:00,  2.35it/s]\nEpoch 0: |          | 1814/? [12:52<00:00,  2.35it/s]\nEpoch 0: |          | 1814/? [12:52<00:00,  2.35it/s]\nEpoch 0: |          | 1815/? [12:53<00:00,  2.35it/s]\nEpoch 0: |          | 1815/? [12:53<00:00,  2.35it/s]\nEpoch 0: |          | 1816/? [12:53<00:00,  2.35it/s]\nEpoch 0: |          | 1816/? [12:53<00:00,  2.35it/s]\nEpoch 0: |          | 1817/? [12:53<00:00,  2.35it/s]\nEpoch 0: |          | 1817/? [12:53<00:00,  2.35it/s]\nEpoch 0: |          | 1818/? [12:54<00:00,  2.35it/s]\nEpoch 0: |          | 1818/? [12:54<00:00,  2.35it/s]\nEpoch 0: |          | 1819/? [12:54<00:00,  2.35it/s]\nEpoch 0: |          | 1819/? [12:54<00:00,  2.35it/s]\nEpoch 0: |          | 1820/? [12:54<00:00,  2.35it/s]\nEpoch 0: |          | 1820/? [12:54<00:00,  2.35it/s]\nEpoch 0: |          | 1821/? [12:55<00:00,  2.35it/s]\nEpoch 0: |          | 1821/? [12:55<00:00,  2.35it/s]\nEpoch 0: |          | 1822/? [12:55<00:00,  2.35it/s]\nEpoch 0: |          | 1822/? [12:55<00:00,  2.35it/s]\nEpoch 0: |          | 1823/? [12:56<00:00,  2.35it/s]\nEpoch 0: |          | 1823/? [12:56<00:00,  2.35it/s]\nEpoch 0: |          | 1824/? [12:56<00:00,  2.35it/s]\nEpoch 0: |          | 1824/? [12:56<00:00,  2.35it/s]\nEpoch 0: |          | 1825/? [12:56<00:00,  2.35it/s]\nEpoch 0: |          | 1825/? [12:56<00:00,  2.35it/s]\nEpoch 0: |          | 1826/? [12:57<00:00,  2.35it/s]\nEpoch 0: |          | 1826/? [12:57<00:00,  2.35it/s]\nEpoch 0: |          | 1827/? [12:57<00:00,  2.35it/s]\nEpoch 0: |          | 1827/? [12:57<00:00,  2.35it/s]\nEpoch 0: |          | 1828/? [12:58<00:00,  2.35it/s]\nEpoch 0: |          | 1828/? [12:58<00:00,  2.35it/s]\nEpoch 0: |          | 1829/? [12:58<00:00,  2.35it/s]\nEpoch 0: |          | 1829/? [12:58<00:00,  2.35it/s]\nEpoch 0: |          | 1830/? [12:58<00:00,  2.35it/s]\nEpoch 0: |          | 1830/? [12:58<00:00,  2.35it/s]\nEpoch 0: |          | 1831/? [12:59<00:00,  2.35it/s]\nEpoch 0: |          | 1831/? [12:59<00:00,  2.35it/s]\nEpoch 0: |          | 1832/? [12:59<00:00,  2.35it/s]\nEpoch 0: |          | 1832/? [12:59<00:00,  2.35it/s]\nEpoch 0: |          | 1833/? [12:59<00:00,  2.35it/s]\nEpoch 0: |          | 1833/? [12:59<00:00,  2.35it/s]\nEpoch 0: |          | 1834/? [13:00<00:00,  2.35it/s]\nEpoch 0: |          | 1834/? [13:00<00:00,  2.35it/s]\nEpoch 0: |          | 1835/? [13:00<00:00,  2.35it/s]\nEpoch 0: |          | 1835/? [13:00<00:00,  2.35it/s]\nEpoch 0: |          | 1836/? [13:01<00:00,  2.35it/s]\nEpoch 0: |          | 1836/? [13:01<00:00,  2.35it/s]\nEpoch 0: |          | 1837/? [13:01<00:00,  2.35it/s]\nEpoch 0: |          | 1837/? [13:01<00:00,  2.35it/s]\nEpoch 0: |          | 1838/? [13:01<00:00,  2.35it/s]\nEpoch 0: |          | 1838/? [13:01<00:00,  2.35it/s]\nEpoch 0: |          | 1839/? [13:02<00:00,  2.35it/s]\nEpoch 0: |          | 1839/? [13:02<00:00,  2.35it/s]\nEpoch 0: |          | 1840/? [13:02<00:00,  2.35it/s]\nEpoch 0: |          | 1840/? [13:02<00:00,  2.35it/s]\nEpoch 0: |          | 1841/? [13:03<00:00,  2.35it/s]\nEpoch 0: |          | 1841/? [13:03<00:00,  2.35it/s]\nEpoch 0: |          | 1842/? [13:03<00:00,  2.35it/s]\nEpoch 0: |          | 1842/? [13:03<00:00,  2.35it/s]\nEpoch 0: |          | 1843/? [13:03<00:00,  2.35it/s]\nEpoch 0: |          | 1843/? [13:03<00:00,  2.35it/s]\nEpoch 0: |          | 1844/? [13:04<00:00,  2.35it/s]\nEpoch 0: |          | 1844/? [13:04<00:00,  2.35it/s]\nEpoch 0: |          | 1845/? [13:04<00:00,  2.35it/s]\nEpoch 0: |          | 1845/? [13:04<00:00,  2.35it/s]\nEpoch 0: |          | 1846/? [13:04<00:00,  2.35it/s]\nEpoch 0: |          | 1846/? [13:04<00:00,  2.35it/s]\nEpoch 0: |          | 1847/? [13:05<00:00,  2.35it/s]\nEpoch 0: |          | 1847/? [13:05<00:00,  2.35it/s]\nEpoch 0: |          | 1848/? [13:05<00:00,  2.35it/s]\nEpoch 0: |          | 1848/? [13:05<00:00,  2.35it/s]\nEpoch 0: |          | 1849/? [13:06<00:00,  2.35it/s]\nEpoch 0: |          | 1849/? [13:06<00:00,  2.35it/s]\nEpoch 0: |          | 1850/? [13:06<00:00,  2.35it/s]\nEpoch 0: |          | 1850/? [13:06<00:00,  2.35it/s]\nEpoch 0: |          | 1851/? [13:06<00:00,  2.35it/s]\nEpoch 0: |          | 1851/? [13:06<00:00,  2.35it/s]\nEpoch 0: |          | 1852/? [13:07<00:00,  2.35it/s]\nEpoch 0: |          | 1852/? [13:07<00:00,  2.35it/s]\nEpoch 0: |          | 1853/? [13:07<00:00,  2.35it/s]\nEpoch 0: |          | 1853/? [13:07<00:00,  2.35it/s]\nEpoch 0: |          | 1854/? [13:07<00:00,  2.35it/s]\nEpoch 0: |          | 1854/? [13:07<00:00,  2.35it/s]\nEpoch 0: |          | 1855/? [13:08<00:00,  2.35it/s]\nEpoch 0: |          | 1855/? [13:08<00:00,  2.35it/s]\nEpoch 0: |          | 1856/? [13:08<00:00,  2.35it/s]\nEpoch 0: |          | 1856/? [13:08<00:00,  2.35it/s]\nEpoch 0: |          | 1857/? [13:09<00:00,  2.35it/s]\nEpoch 0: |          | 1857/? [13:09<00:00,  2.35it/s]\nEpoch 0: |          | 1858/? [13:09<00:00,  2.35it/s]\nEpoch 0: |          | 1858/? [13:09<00:00,  2.35it/s]\nEpoch 0: |          | 1859/? [13:09<00:00,  2.35it/s]\nEpoch 0: |          | 1859/? [13:09<00:00,  2.35it/s]\nEpoch 0: |          | 1860/? [13:10<00:00,  2.35it/s]\nEpoch 0: |          | 1860/? [13:10<00:00,  2.35it/s]\nEpoch 0: |          | 1861/? [13:10<00:00,  2.35it/s]\nEpoch 0: |          | 1861/? [13:10<00:00,  2.35it/s]\nEpoch 0: |          | 1862/? [13:11<00:00,  2.35it/s]\nEpoch 0: |          | 1862/? [13:11<00:00,  2.35it/s]\nEpoch 0: |          | 1863/? [13:11<00:00,  2.35it/s]\nEpoch 0: |          | 1863/? [13:11<00:00,  2.35it/s]\nEpoch 0: |          | 1864/? [13:11<00:00,  2.35it/s]\nEpoch 0: |          | 1864/? [13:11<00:00,  2.35it/s]\nEpoch 0: |          | 1865/? [13:12<00:00,  2.35it/s]\nEpoch 0: |          | 1865/? [13:12<00:00,  2.35it/s]\nEpoch 0: |          | 1866/? [13:12<00:00,  2.35it/s]\nEpoch 0: |          | 1866/? [13:12<00:00,  2.35it/s]\nEpoch 0: |          | 1867/? [13:12<00:00,  2.35it/s]\nEpoch 0: |          | 1867/? [13:12<00:00,  2.35it/s]\nEpoch 0: |          | 1868/? [13:13<00:00,  2.35it/s]\nEpoch 0: |          | 1868/? [13:13<00:00,  2.35it/s]\nEpoch 0: |          | 1869/? [13:13<00:00,  2.35it/s]\nEpoch 0: |          | 1869/? [13:13<00:00,  2.35it/s]\nEpoch 0: |          | 1870/? [13:14<00:00,  2.35it/s]\nEpoch 0: |          | 1870/? [13:14<00:00,  2.35it/s]\nEpoch 0: |          | 1871/? [13:14<00:00,  2.35it/s]\nEpoch 0: |          | 1871/? [13:14<00:00,  2.35it/s]\nEpoch 0: |          | 1872/? [13:14<00:00,  2.36it/s]\nEpoch 0: |          | 1872/? [13:14<00:00,  2.36it/s]\nEpoch 0: |          | 1873/? [13:15<00:00,  2.36it/s]\nEpoch 0: |          | 1873/? [13:15<00:00,  2.36it/s]\nEpoch 0: |          | 1874/? [13:15<00:00,  2.36it/s]\nEpoch 0: |          | 1874/? [13:15<00:00,  2.36it/s]\nEpoch 0: |          | 1875/? [13:16<00:00,  2.36it/s]\nEpoch 0: |          | 1875/? [13:16<00:00,  2.36it/s]\nEpoch 0: |          | 1876/? [13:16<00:00,  2.36it/s]\nEpoch 0: |          | 1876/? [13:16<00:00,  2.36it/s]\nEpoch 0: |          | 1877/? [13:16<00:00,  2.36it/s]\nEpoch 0: |          | 1877/? [13:16<00:00,  2.36it/s]\nEpoch 0: |          | 1878/? [13:17<00:00,  2.36it/s]\nEpoch 0: |          | 1878/? [13:17<00:00,  2.36it/s]\nEpoch 0: |          | 1879/? [13:17<00:00,  2.36it/s]\nEpoch 0: |          | 1879/? [13:17<00:00,  2.36it/s]\nEpoch 0: |          | 1880/? [13:17<00:00,  2.36it/s]\nEpoch 0: |          | 1880/? [13:17<00:00,  2.36it/s]\nEpoch 0: |          | 1881/? [13:18<00:00,  2.36it/s]\nEpoch 0: |          | 1881/? [13:18<00:00,  2.36it/s]\nEpoch 0: |          | 1882/? [13:18<00:00,  2.36it/s]\nEpoch 0: |          | 1882/? [13:18<00:00,  2.36it/s]\nEpoch 0: |          | 1883/? [13:19<00:00,  2.36it/s]\nEpoch 0: |          | 1883/? [13:19<00:00,  2.36it/s]\nEpoch 0: |          | 1884/? [13:19<00:00,  2.36it/s]\nEpoch 0: |          | 1884/? [13:19<00:00,  2.36it/s]\nEpoch 0: |          | 1885/? [13:19<00:00,  2.36it/s]\nEpoch 0: |          | 1885/? [13:19<00:00,  2.36it/s]\nEpoch 0: |          | 1886/? [13:20<00:00,  2.36it/s]\nEpoch 0: |          | 1886/? [13:20<00:00,  2.36it/s]\nEpoch 0: |          | 1887/? [13:20<00:00,  2.36it/s]\nEpoch 0: |          | 1887/? [13:20<00:00,  2.36it/s]\nEpoch 0: |          | 1888/? [13:21<00:00,  2.36it/s]\nEpoch 0: |          | 1888/? [13:21<00:00,  2.36it/s]\nEpoch 0: |          | 1889/? [13:21<00:00,  2.36it/s]\nEpoch 0: |          | 1889/? [13:21<00:00,  2.36it/s]\nEpoch 0: |          | 1890/? [13:21<00:00,  2.36it/s]\nEpoch 0: |          | 1890/? [13:21<00:00,  2.36it/s]\nEpoch 0: |          | 1891/? [13:22<00:00,  2.36it/s]\nEpoch 0: |          | 1891/? [13:22<00:00,  2.36it/s]\nEpoch 0: |          | 1892/? [13:22<00:00,  2.36it/s]\nEpoch 0: |          | 1892/? [13:22<00:00,  2.36it/s]\nEpoch 0: |          | 1893/? [13:22<00:00,  2.36it/s]\nEpoch 0: |          | 1893/? [13:22<00:00,  2.36it/s]\nEpoch 0: |          | 1894/? [13:23<00:00,  2.36it/s]\nEpoch 0: |          | 1894/? [13:23<00:00,  2.36it/s]\nEpoch 0: |          | 1895/? [13:23<00:00,  2.36it/s]\nEpoch 0: |          | 1895/? [13:23<00:00,  2.36it/s]\nEpoch 0: |          | 1896/? [13:24<00:00,  2.36it/s]\nEpoch 0: |          | 1896/? [13:24<00:00,  2.36it/s]\nEpoch 0: |          | 1897/? [13:24<00:00,  2.36it/s]\nEpoch 0: |          | 1897/? [13:24<00:00,  2.36it/s]\nEpoch 0: |          | 1898/? [13:24<00:00,  2.36it/s]\nEpoch 0: |          | 1898/? [13:24<00:00,  2.36it/s]\nEpoch 0: |          | 1899/? [13:25<00:00,  2.36it/s]\nEpoch 0: |          | 1899/? [13:25<00:00,  2.36it/s]\nEpoch 0: |          | 1900/? [13:25<00:00,  2.36it/s]\nEpoch 0: |          | 1900/? [13:25<00:00,  2.36it/s]\nEpoch 0: |          | 1901/? [13:25<00:00,  2.36it/s]\nEpoch 0: |          | 1901/? [13:25<00:00,  2.36it/s]\nEpoch 0: |          | 1902/? [13:26<00:00,  2.36it/s]\nEpoch 0: |          | 1902/? [13:26<00:00,  2.36it/s]\nEpoch 0: |          | 1903/? [13:26<00:00,  2.36it/s]\nEpoch 0: |          | 1903/? [13:26<00:00,  2.36it/s]\nEpoch 0: |          | 1904/? [13:27<00:00,  2.36it/s]\nEpoch 0: |          | 1904/? [13:27<00:00,  2.36it/s]\nEpoch 0: |          | 1905/? [13:27<00:00,  2.36it/s]\nEpoch 0: |          | 1905/? [13:27<00:00,  2.36it/s]\nEpoch 0: |          | 1906/? [13:27<00:00,  2.36it/s]\nEpoch 0: |          | 1906/? [13:27<00:00,  2.36it/s]\nEpoch 0: |          | 1907/? [13:28<00:00,  2.36it/s]\nEpoch 0: |          | 1907/? [13:28<00:00,  2.36it/s]\nEpoch 0: |          | 1908/? [13:28<00:00,  2.36it/s]\nEpoch 0: |          | 1908/? [13:28<00:00,  2.36it/s]\nEpoch 0: |          | 1909/? [13:29<00:00,  2.36it/s]\nEpoch 0: |          | 1909/? [13:29<00:00,  2.36it/s]\nEpoch 0: |          | 1910/? [13:29<00:00,  2.36it/s]\nEpoch 0: |          | 1910/? [13:29<00:00,  2.36it/s]\nEpoch 0: |          | 1911/? [13:29<00:00,  2.36it/s]\nEpoch 0: |          | 1911/? [13:29<00:00,  2.36it/s]\nEpoch 0: |          | 1912/? [13:30<00:00,  2.36it/s]\nEpoch 0: |          | 1912/? [13:30<00:00,  2.36it/s]\nEpoch 0: |          | 1913/? [13:30<00:00,  2.36it/s]\nEpoch 0: |          | 1913/? [13:30<00:00,  2.36it/s]\nEpoch 0: |          | 1914/? [13:31<00:00,  2.36it/s]\nEpoch 0: |          | 1914/? [13:31<00:00,  2.36it/s]\nEpoch 0: |          | 1915/? [13:31<00:00,  2.36it/s]\nEpoch 0: |          | 1915/? [13:31<00:00,  2.36it/s]\nEpoch 0: |          | 1916/? [13:31<00:00,  2.36it/s]\nEpoch 0: |          | 1916/? [13:31<00:00,  2.36it/s]\nEpoch 0: |          | 1917/? [13:32<00:00,  2.36it/s]\nEpoch 0: |          | 1917/? [13:32<00:00,  2.36it/s]\nEpoch 0: |          | 1918/? [13:32<00:00,  2.36it/s]\nEpoch 0: |          | 1918/? [13:32<00:00,  2.36it/s]\nEpoch 0: |          | 1919/? [13:32<00:00,  2.36it/s]\nEpoch 0: |          | 1919/? [13:32<00:00,  2.36it/s]\nEpoch 0: |          | 1920/? [13:33<00:00,  2.36it/s]\nEpoch 0: |          | 1920/? [13:33<00:00,  2.36it/s]\nEpoch 0: |          | 1921/? [13:33<00:00,  2.36it/s]\nEpoch 0: |          | 1921/? [13:33<00:00,  2.36it/s]\nEpoch 0: |          | 1922/? [13:34<00:00,  2.36it/s]\nEpoch 0: |          | 1922/? [13:34<00:00,  2.36it/s]\nEpoch 0: |          | 1923/? [13:34<00:00,  2.36it/s]\nEpoch 0: |          | 1923/? [13:34<00:00,  2.36it/s]\nEpoch 0: |          | 1924/? [13:34<00:00,  2.36it/s]\nEpoch 0: |          | 1924/? [13:34<00:00,  2.36it/s]\nEpoch 0: |          | 1925/? [13:35<00:00,  2.36it/s]\nEpoch 0: |          | 1925/? [13:35<00:00,  2.36it/s]\nEpoch 0: |          | 1926/? [13:35<00:00,  2.36it/s]\nEpoch 0: |          | 1926/? [13:35<00:00,  2.36it/s]\nEpoch 0: |          | 1927/? [13:36<00:00,  2.36it/s]\nEpoch 0: |          | 1927/? [13:36<00:00,  2.36it/s]\nEpoch 0: |          | 1928/? [13:36<00:00,  2.36it/s]\nEpoch 0: |          | 1928/? [13:36<00:00,  2.36it/s]\nEpoch 0: |          | 1929/? [13:36<00:00,  2.36it/s]\nEpoch 0: |          | 1929/? [13:36<00:00,  2.36it/s]\nEpoch 0: |          | 1930/? [13:37<00:00,  2.36it/s]\nEpoch 0: |          | 1930/? [13:37<00:00,  2.36it/s]\nEpoch 0: |          | 1931/? [13:37<00:00,  2.36it/s]\nEpoch 0: |          | 1931/? [13:37<00:00,  2.36it/s]\nEpoch 0: |          | 1932/? [13:37<00:00,  2.36it/s]\nEpoch 0: |          | 1932/? [13:37<00:00,  2.36it/s]\nEpoch 0: |          | 1933/? [13:38<00:00,  2.36it/s]\nEpoch 0: |          | 1933/? [13:38<00:00,  2.36it/s]\nEpoch 0: |          | 1934/? [13:38<00:00,  2.36it/s]\nEpoch 0: |          | 1934/? [13:38<00:00,  2.36it/s]\nEpoch 0: |          | 1935/? [13:39<00:00,  2.36it/s]\nEpoch 0: |          | 1935/? [13:39<00:00,  2.36it/s]\nEpoch 0: |          | 1936/? [13:39<00:00,  2.36it/s]\nEpoch 0: |          | 1936/? [13:39<00:00,  2.36it/s]\nEpoch 0: |          | 1937/? [13:39<00:00,  2.36it/s]\nEpoch 0: |          | 1937/? [13:39<00:00,  2.36it/s]\nEpoch 0: |          | 1938/? [13:40<00:00,  2.36it/s]\nEpoch 0: |          | 1938/? [13:40<00:00,  2.36it/s]\nEpoch 0: |          | 1939/? [13:40<00:00,  2.36it/s]\nEpoch 0: |          | 1939/? [13:40<00:00,  2.36it/s]\nEpoch 0: |          | 1940/? [13:41<00:00,  2.36it/s]\nEpoch 0: |          | 1940/? [13:41<00:00,  2.36it/s]\nEpoch 0: |          | 1941/? [13:41<00:00,  2.36it/s]\nEpoch 0: |          | 1941/? [13:41<00:00,  2.36it/s]\nEpoch 0: |          | 1942/? [13:41<00:00,  2.36it/s]\nEpoch 0: |          | 1942/? [13:41<00:00,  2.36it/s]\nEpoch 0: |          | 1943/? [13:42<00:00,  2.36it/s]\nEpoch 0: |          | 1943/? [13:42<00:00,  2.36it/s]\nEpoch 0: |          | 1944/? [13:42<00:00,  2.36it/s]\nEpoch 0: |          | 1944/? [13:42<00:00,  2.36it/s]\nEpoch 0: |          | 1945/? [13:42<00:00,  2.36it/s]\nEpoch 0: |          | 1945/? [13:42<00:00,  2.36it/s]\nEpoch 0: |          | 1946/? [13:43<00:00,  2.36it/s]\nEpoch 0: |          | 1946/? [13:43<00:00,  2.36it/s]\nEpoch 0: |          | 1947/? [13:43<00:00,  2.36it/s]\nEpoch 0: |          | 1947/? [13:43<00:00,  2.36it/s]\nEpoch 0: |          | 1948/? [13:44<00:00,  2.36it/s]\nEpoch 0: |          | 1948/? [13:44<00:00,  2.36it/s]\nEpoch 0: |          | 1949/? [13:44<00:00,  2.36it/s]\nEpoch 0: |          | 1949/? [13:44<00:00,  2.36it/s]\nEpoch 0: |          | 1950/? [13:44<00:00,  2.36it/s]\nEpoch 0: |          | 1950/? [13:44<00:00,  2.36it/s]\nEpoch 0: |          | 1951/? [13:45<00:00,  2.36it/s]\nEpoch 0: |          | 1951/? [13:45<00:00,  2.36it/s]\nEpoch 0: |          | 1952/? [13:45<00:00,  2.36it/s]\nEpoch 0: |          | 1952/? [13:45<00:00,  2.36it/s]\nEpoch 0: |          | 1953/? [13:45<00:00,  2.36it/s]\nEpoch 0: |          | 1953/? [13:45<00:00,  2.36it/s]\nEpoch 0: |          | 1954/? [13:46<00:00,  2.36it/s]\nEpoch 0: |          | 1954/? [13:46<00:00,  2.36it/s]\nEpoch 0: |          | 1955/? [13:46<00:00,  2.36it/s]\nEpoch 0: |          | 1955/? [13:46<00:00,  2.36it/s]\nEpoch 0: |          | 1956/? [13:47<00:00,  2.36it/s]\nEpoch 0: |          | 1956/? [13:47<00:00,  2.36it/s]\nEpoch 0: |          | 1957/? [13:47<00:00,  2.36it/s]\nEpoch 0: |          | 1957/? [13:47<00:00,  2.36it/s]\nEpoch 0: |          | 1958/? [13:47<00:00,  2.37it/s]\nEpoch 0: |          | 1958/? [13:47<00:00,  2.37it/s]\nEpoch 0: |          | 1959/? [13:48<00:00,  2.37it/s]\nEpoch 0: |          | 1959/? [13:48<00:00,  2.37it/s]\nEpoch 0: |          | 1960/? [13:48<00:00,  2.37it/s]\nEpoch 0: |          | 1960/? [13:48<00:00,  2.37it/s]\nEpoch 0: |          | 1961/? [13:49<00:00,  2.37it/s]\nEpoch 0: |          | 1961/? [13:49<00:00,  2.37it/s]\nEpoch 0: |          | 1962/? [13:49<00:00,  2.37it/s]\nEpoch 0: |          | 1962/? [13:49<00:00,  2.37it/s]\nEpoch 0: |          | 1963/? [13:49<00:00,  2.37it/s]\nEpoch 0: |          | 1963/? [13:49<00:00,  2.37it/s]\nEpoch 0: |          | 1964/? [13:50<00:00,  2.37it/s]\nEpoch 0: |          | 1964/? [13:50<00:00,  2.37it/s]\nEpoch 0: |          | 1965/? [13:50<00:00,  2.37it/s]\nEpoch 0: |          | 1965/? [13:50<00:00,  2.37it/s]\nEpoch 0: |          | 1966/? [13:50<00:00,  2.37it/s]\nEpoch 0: |          | 1966/? [13:50<00:00,  2.37it/s]\nEpoch 0: |          | 1967/? [13:51<00:00,  2.37it/s]\nEpoch 0: |          | 1967/? [13:51<00:00,  2.37it/s]\nEpoch 0: |          | 1968/? [13:51<00:00,  2.37it/s]\nEpoch 0: |          | 1968/? [13:51<00:00,  2.37it/s]\nEpoch 0: |          | 1969/? [13:52<00:00,  2.37it/s]\nEpoch 0: |          | 1969/? [13:52<00:00,  2.37it/s]\nEpoch 0: |          | 1970/? [13:52<00:00,  2.37it/s]\nEpoch 0: |          | 1970/? [13:52<00:00,  2.37it/s]\nEpoch 0: |          | 1971/? [13:52<00:00,  2.37it/s]\nEpoch 0: |          | 1971/? [13:52<00:00,  2.37it/s]\nEpoch 0: |          | 1972/? [13:53<00:00,  2.37it/s]\nEpoch 0: |          | 1972/? [13:53<00:00,  2.37it/s]\nEpoch 0: |          | 1973/? [13:53<00:00,  2.37it/s]\nEpoch 0: |          | 1973/? [13:53<00:00,  2.37it/s]\nEpoch 0: |          | 1974/? [13:54<00:00,  2.37it/s]\nEpoch 0: |          | 1974/? [13:54<00:00,  2.37it/s]\nEpoch 0: |          | 1975/? [13:54<00:00,  2.37it/s]\nEpoch 0: |          | 1975/? [13:54<00:00,  2.37it/s]\nEpoch 0: |          | 1976/? [13:54<00:00,  2.37it/s]\nEpoch 0: |          | 1976/? [13:54<00:00,  2.37it/s]\nEpoch 0: |          | 1977/? [13:55<00:00,  2.37it/s]\nEpoch 0: |          | 1977/? [13:55<00:00,  2.37it/s]\nEpoch 0: |          | 1978/? [13:55<00:00,  2.37it/s]\nEpoch 0: |          | 1978/? [13:55<00:00,  2.37it/s]\nEpoch 0: |          | 1979/? [13:55<00:00,  2.37it/s]\nEpoch 0: |          | 1979/? [13:55<00:00,  2.37it/s]\nEpoch 0: |          | 1980/? [13:56<00:00,  2.37it/s]\nEpoch 0: |          | 1980/? [13:56<00:00,  2.37it/s]\nEpoch 0: |          | 1981/? [13:56<00:00,  2.37it/s]\nEpoch 0: |          | 1981/? [13:56<00:00,  2.37it/s]\nEpoch 0: |          | 1982/? [13:57<00:00,  2.37it/s]\nEpoch 0: |          | 1982/? [13:57<00:00,  2.37it/s]\nEpoch 0: |          | 1983/? [13:57<00:00,  2.37it/s]\nEpoch 0: |          | 1983/? [13:57<00:00,  2.37it/s]\nEpoch 0: |          | 1984/? [13:57<00:00,  2.37it/s]\nEpoch 0: |          | 1984/? [13:57<00:00,  2.37it/s]\nEpoch 0: |          | 1985/? [13:58<00:00,  2.37it/s]\nEpoch 0: |          | 1985/? [13:58<00:00,  2.37it/s]\nEpoch 0: |          | 1986/? [13:58<00:00,  2.37it/s]\nEpoch 0: |          | 1986/? [13:58<00:00,  2.37it/s]\nEpoch 0: |          | 1987/? [13:58<00:00,  2.37it/s]\nEpoch 0: |          | 1987/? [13:58<00:00,  2.37it/s]\nEpoch 0: |          | 1988/? [13:59<00:00,  2.37it/s]\nEpoch 0: |          | 1988/? [13:59<00:00,  2.37it/s]\nEpoch 0: |          | 1989/? [13:59<00:00,  2.37it/s]\nEpoch 0: |          | 1989/? [13:59<00:00,  2.37it/s]\nEpoch 0: |          | 1990/? [14:00<00:00,  2.37it/s]\nEpoch 0: |          | 1990/? [14:00<00:00,  2.37it/s]\nEpoch 0: |          | 1991/? [14:00<00:00,  2.37it/s]\nEpoch 0: |          | 1991/? [14:00<00:00,  2.37it/s]\nEpoch 0: |          | 1992/? [14:00<00:00,  2.37it/s]\nEpoch 0: |          | 1992/? [14:00<00:00,  2.37it/s]\nEpoch 0: |          | 1993/? [14:01<00:00,  2.37it/s]\nEpoch 0: |          | 1993/? [14:01<00:00,  2.37it/s]\nEpoch 0: |          | 1994/? [14:01<00:00,  2.37it/s]\nEpoch 0: |          | 1994/? [14:01<00:00,  2.37it/s]\nEpoch 0: |          | 1995/? [14:02<00:00,  2.37it/s]\nEpoch 0: |          | 1995/? [14:02<00:00,  2.37it/s]\nEpoch 0: |          | 1996/? [14:02<00:00,  2.37it/s]\nEpoch 0: |          | 1996/? [14:02<00:00,  2.37it/s]\nEpoch 0: |          | 1997/? [14:02<00:00,  2.37it/s]\nEpoch 0: |          | 1997/? [14:02<00:00,  2.37it/s]\nEpoch 0: |          | 1998/? [14:03<00:00,  2.37it/s]\nEpoch 0: |          | 1998/? [14:03<00:00,  2.37it/s]\nEpoch 0: |          | 1999/? [14:03<00:00,  2.37it/s]\nEpoch 0: |          | 1999/? [14:03<00:00,  2.37it/s]\nEpoch 0: |          | 2000/? [14:03<00:00,  2.37it/s]\nEpoch 0: |          | 2000/? [14:03<00:00,  2.37it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  8.34it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  7.64it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.82it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.76it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 2000/? [14:04<00:00,  2.37it/s]\nEpoch 0: |          | 2001/? [14:04<00:00,  2.37it/s]\nEpoch 0: |          | 2001/? [14:04<00:00,  2.37it/s]\nEpoch 0: |          | 2002/? [14:05<00:00,  2.37it/s]\nEpoch 0: |          | 2002/? [14:05<00:00,  2.37it/s]\nEpoch 0: |          | 2003/? [14:05<00:00,  2.37it/s]\nEpoch 0: |          | 2003/? [14:05<00:00,  2.37it/s]\nEpoch 0: |          | 2004/? [14:06<00:00,  2.37it/s]\nEpoch 0: |          | 2004/? [14:06<00:00,  2.37it/s]\nEpoch 0: |          | 2005/? [14:06<00:00,  2.37it/s]\nEpoch 0: |          | 2005/? [14:06<00:00,  2.37it/s]\nEpoch 0: |          | 2006/? [14:06<00:00,  2.37it/s]\nEpoch 0: |          | 2006/? [14:06<00:00,  2.37it/s]\nEpoch 0: |          | 2007/? [14:07<00:00,  2.37it/s]\nEpoch 0: |          | 2007/? [14:07<00:00,  2.37it/s]\nEpoch 0: |          | 2008/? [14:07<00:00,  2.37it/s]\nEpoch 0: |          | 2008/? [14:07<00:00,  2.37it/s]\nEpoch 0: |          | 2009/? [14:07<00:00,  2.37it/s]\nEpoch 0: |          | 2009/? [14:07<00:00,  2.37it/s]\nEpoch 0: |          | 2010/? [14:08<00:00,  2.37it/s]\nEpoch 0: |          | 2010/? [14:08<00:00,  2.37it/s]\nEpoch 0: |          | 2011/? [14:08<00:00,  2.37it/s]\nEpoch 0: |          | 2011/? [14:08<00:00,  2.37it/s]\nEpoch 0: |          | 2012/? [14:09<00:00,  2.37it/s]\nEpoch 0: |          | 2012/? [14:09<00:00,  2.37it/s]\nEpoch 0: |          | 2013/? [14:09<00:00,  2.37it/s]\nEpoch 0: |          | 2013/? [14:09<00:00,  2.37it/s]\nEpoch 0: |          | 2014/? [14:09<00:00,  2.37it/s]\nEpoch 0: |          | 2014/? [14:09<00:00,  2.37it/s]\nEpoch 0: |          | 2015/? [14:10<00:00,  2.37it/s]\nEpoch 0: |          | 2015/? [14:10<00:00,  2.37it/s]\nEpoch 0: |          | 2016/? [14:10<00:00,  2.37it/s]\nEpoch 0: |          | 2016/? [14:10<00:00,  2.37it/s]\nEpoch 0: |          | 2017/? [14:10<00:00,  2.37it/s]\nEpoch 0: |          | 2017/? [14:10<00:00,  2.37it/s]\nEpoch 0: |          | 2018/? [14:11<00:00,  2.37it/s]\nEpoch 0: |          | 2018/? [14:11<00:00,  2.37it/s]\nEpoch 0: |          | 2019/? [14:11<00:00,  2.37it/s]\nEpoch 0: |          | 2019/? [14:11<00:00,  2.37it/s]\nEpoch 0: |          | 2020/? [14:12<00:00,  2.37it/s]\nEpoch 0: |          | 2020/? [14:12<00:00,  2.37it/s]\nEpoch 0: |          | 2021/? [14:12<00:00,  2.37it/s]\nEpoch 0: |          | 2021/? [14:12<00:00,  2.37it/s]\nEpoch 0: |          | 2022/? [14:12<00:00,  2.37it/s]\nEpoch 0: |          | 2022/? [14:12<00:00,  2.37it/s]\nEpoch 0: |          | 2023/? [14:13<00:00,  2.37it/s]\nEpoch 0: |          | 2023/? [14:13<00:00,  2.37it/s]\nEpoch 0: |          | 2024/? [14:13<00:00,  2.37it/s]\nEpoch 0: |          | 2024/? [14:13<00:00,  2.37it/s]\nEpoch 0: |          | 2025/? [14:14<00:00,  2.37it/s]\nEpoch 0: |          | 2025/? [14:14<00:00,  2.37it/s]\nEpoch 0: |          | 2026/? [14:14<00:00,  2.37it/s]\nEpoch 0: |          | 2026/? [14:14<00:00,  2.37it/s]\nEpoch 0: |          | 2027/? [14:14<00:00,  2.37it/s]\nEpoch 0: |          | 2027/? [14:14<00:00,  2.37it/s]\nEpoch 0: |          | 2028/? [14:15<00:00,  2.37it/s]\nEpoch 0: |          | 2028/? [14:15<00:00,  2.37it/s]\nEpoch 0: |          | 2029/? [14:15<00:00,  2.37it/s]\nEpoch 0: |          | 2029/? [14:15<00:00,  2.37it/s]\nEpoch 0: |          | 2030/? [14:15<00:00,  2.37it/s]\nEpoch 0: |          | 2030/? [14:15<00:00,  2.37it/s]\nEpoch 0: |          | 2031/? [14:16<00:00,  2.37it/s]\nEpoch 0: |          | 2031/? [14:16<00:00,  2.37it/s]\nEpoch 0: |          | 2032/? [14:16<00:00,  2.37it/s]\nEpoch 0: |          | 2032/? [14:16<00:00,  2.37it/s]\nEpoch 0: |          | 2033/? [14:17<00:00,  2.37it/s]\nEpoch 0: |          | 2033/? [14:17<00:00,  2.37it/s]\nEpoch 0: |          | 2034/? [14:17<00:00,  2.37it/s]\nEpoch 0: |          | 2034/? [14:17<00:00,  2.37it/s]\nEpoch 0: |          | 2035/? [14:17<00:00,  2.37it/s]\nEpoch 0: |          | 2035/? [14:17<00:00,  2.37it/s]\nEpoch 0: |          | 2036/? [14:18<00:00,  2.37it/s]\nEpoch 0: |          | 2036/? [14:18<00:00,  2.37it/s]\nEpoch 0: |          | 2037/? [14:18<00:00,  2.37it/s]\nEpoch 0: |          | 2037/? [14:18<00:00,  2.37it/s]\nEpoch 0: |          | 2038/? [14:19<00:00,  2.37it/s]\nEpoch 0: |          | 2038/? [14:19<00:00,  2.37it/s]\nEpoch 0: |          | 2039/? [14:19<00:00,  2.37it/s]\nEpoch 0: |          | 2039/? [14:19<00:00,  2.37it/s]\nEpoch 0: |          | 2040/? [14:19<00:00,  2.37it/s]\nEpoch 0: |          | 2040/? [14:19<00:00,  2.37it/s]\nEpoch 0: |          | 2041/? [14:20<00:00,  2.37it/s]\nEpoch 0: |          | 2041/? [14:20<00:00,  2.37it/s]\nEpoch 0: |          | 2042/? [14:20<00:00,  2.37it/s]\nEpoch 0: |          | 2042/? [14:20<00:00,  2.37it/s]\nEpoch 0: |          | 2043/? [14:20<00:00,  2.37it/s]\nEpoch 0: |          | 2043/? [14:20<00:00,  2.37it/s]\nEpoch 0: |          | 2044/? [14:21<00:00,  2.37it/s]\nEpoch 0: |          | 2044/? [14:21<00:00,  2.37it/s]\nEpoch 0: |          | 2045/? [14:21<00:00,  2.37it/s]\nEpoch 0: |          | 2045/? [14:21<00:00,  2.37it/s]\nEpoch 0: |          | 2046/? [14:22<00:00,  2.37it/s]\nEpoch 0: |          | 2046/? [14:22<00:00,  2.37it/s]\nEpoch 0: |          | 2047/? [14:22<00:00,  2.37it/s]\nEpoch 0: |          | 2047/? [14:22<00:00,  2.37it/s]\nEpoch 0: |          | 2048/? [14:22<00:00,  2.37it/s]\nEpoch 0: |          | 2048/? [14:22<00:00,  2.37it/s]\nEpoch 0: |          | 2049/? [14:23<00:00,  2.37it/s]\nEpoch 0: |          | 2049/? [14:23<00:00,  2.37it/s]\nEpoch 0: |          | 2050/? [14:23<00:00,  2.37it/s]\nEpoch 0: |          | 2050/? [14:23<00:00,  2.37it/s]\nEpoch 0: |          | 2051/? [14:24<00:00,  2.37it/s]\nEpoch 0: |          | 2051/? [14:24<00:00,  2.37it/s]\nEpoch 0: |          | 2052/? [14:24<00:00,  2.37it/s]\nEpoch 0: |          | 2052/? [14:24<00:00,  2.37it/s]\nEpoch 0: |          | 2053/? [14:24<00:00,  2.37it/s]\nEpoch 0: |          | 2053/? [14:24<00:00,  2.37it/s]\nEpoch 0: |          | 2054/? [14:25<00:00,  2.37it/s]\nEpoch 0: |          | 2054/? [14:25<00:00,  2.37it/s]\nEpoch 0: |          | 2055/? [14:25<00:00,  2.37it/s]\nEpoch 0: |          | 2055/? [14:25<00:00,  2.37it/s]\nEpoch 0: |          | 2056/? [14:25<00:00,  2.37it/s]\nEpoch 0: |          | 2056/? [14:25<00:00,  2.37it/s]\nEpoch 0: |          | 2057/? [14:26<00:00,  2.37it/s]\nEpoch 0: |          | 2057/? [14:26<00:00,  2.37it/s]\nEpoch 0: |          | 2058/? [14:26<00:00,  2.37it/s]\nEpoch 0: |          | 2058/? [14:26<00:00,  2.37it/s]\nEpoch 0: |          | 2059/? [14:27<00:00,  2.37it/s]\nEpoch 0: |          | 2059/? [14:27<00:00,  2.37it/s]\nEpoch 0: |          | 2060/? [14:27<00:00,  2.37it/s]\nEpoch 0: |          | 2060/? [14:27<00:00,  2.37it/s]\nEpoch 0: |          | 2061/? [14:27<00:00,  2.37it/s]\nEpoch 0: |          | 2061/? [14:27<00:00,  2.37it/s]\nEpoch 0: |          | 2062/? [14:28<00:00,  2.38it/s]\nEpoch 0: |          | 2062/? [14:28<00:00,  2.38it/s]\nEpoch 0: |          | 2063/? [14:28<00:00,  2.38it/s]\nEpoch 0: |          | 2063/? [14:28<00:00,  2.38it/s]\nEpoch 0: |          | 2064/? [14:28<00:00,  2.38it/s]\nEpoch 0: |          | 2064/? [14:28<00:00,  2.38it/s]\nEpoch 0: |          | 2065/? [14:29<00:00,  2.38it/s]\nEpoch 0: |          | 2065/? [14:29<00:00,  2.38it/s]\nEpoch 0: |          | 2066/? [14:29<00:00,  2.38it/s]\nEpoch 0: |          | 2066/? [14:29<00:00,  2.38it/s]\nEpoch 0: |          | 2067/? [14:30<00:00,  2.38it/s]\nEpoch 0: |          | 2067/? [14:30<00:00,  2.38it/s]\nEpoch 0: |          | 2068/? [14:30<00:00,  2.38it/s]\nEpoch 0: |          | 2068/? [14:30<00:00,  2.38it/s]\nEpoch 0: |          | 2069/? [14:30<00:00,  2.38it/s]\nEpoch 0: |          | 2069/? [14:30<00:00,  2.38it/s]\nEpoch 0: |          | 2070/? [14:31<00:00,  2.38it/s]\nEpoch 0: |          | 2070/? [14:31<00:00,  2.38it/s]\nEpoch 0: |          | 2071/? [14:31<00:00,  2.38it/s]\nEpoch 0: |          | 2071/? [14:31<00:00,  2.38it/s]\nEpoch 0: |          | 2072/? [14:32<00:00,  2.38it/s]\nEpoch 0: |          | 2072/? [14:32<00:00,  2.38it/s]\nEpoch 0: |          | 2073/? [14:32<00:00,  2.38it/s]\nEpoch 0: |          | 2073/? [14:32<00:00,  2.38it/s]\nEpoch 0: |          | 2074/? [14:32<00:00,  2.38it/s]\nEpoch 0: |          | 2074/? [14:32<00:00,  2.38it/s]\nEpoch 0: |          | 2075/? [14:33<00:00,  2.38it/s]\nEpoch 0: |          | 2075/? [14:33<00:00,  2.38it/s]\nEpoch 0: |          | 2076/? [14:33<00:00,  2.38it/s]\nEpoch 0: |          | 2076/? [14:33<00:00,  2.38it/s]\nEpoch 0: |          | 2077/? [14:33<00:00,  2.38it/s]\nEpoch 0: |          | 2077/? [14:33<00:00,  2.38it/s]\nEpoch 0: |          | 2078/? [14:34<00:00,  2.38it/s]\nEpoch 0: |          | 2078/? [14:34<00:00,  2.38it/s]\nEpoch 0: |          | 2079/? [14:34<00:00,  2.38it/s]\nEpoch 0: |          | 2079/? [14:34<00:00,  2.38it/s]\nEpoch 0: |          | 2080/? [14:35<00:00,  2.38it/s]\nEpoch 0: |          | 2080/? [14:35<00:00,  2.38it/s]\nEpoch 0: |          | 2081/? [14:35<00:00,  2.38it/s]\nEpoch 0: |          | 2081/? [14:35<00:00,  2.38it/s]\nEpoch 0: |          | 2082/? [14:35<00:00,  2.38it/s]\nEpoch 0: |          | 2082/? [14:35<00:00,  2.38it/s]\nEpoch 0: |          | 2083/? [14:36<00:00,  2.38it/s]\nEpoch 0: |          | 2083/? [14:36<00:00,  2.38it/s]\nEpoch 0: |          | 2084/? [14:36<00:00,  2.38it/s]\nEpoch 0: |          | 2084/? [14:36<00:00,  2.38it/s]\nEpoch 0: |          | 2085/? [14:36<00:00,  2.38it/s]\nEpoch 0: |          | 2085/? [14:36<00:00,  2.38it/s]\nEpoch 0: |          | 2086/? [14:37<00:00,  2.38it/s]\nEpoch 0: |          | 2086/? [14:37<00:00,  2.38it/s]\nEpoch 0: |          | 2087/? [14:37<00:00,  2.38it/s]\nEpoch 0: |          | 2087/? [14:37<00:00,  2.38it/s]\nEpoch 0: |          | 2088/? [14:38<00:00,  2.38it/s]\nEpoch 0: |          | 2088/? [14:38<00:00,  2.38it/s]\nEpoch 0: |          | 2089/? [14:38<00:00,  2.38it/s]\nEpoch 0: |          | 2089/? [14:38<00:00,  2.38it/s]\nEpoch 0: |          | 2090/? [14:38<00:00,  2.38it/s]\nEpoch 0: |          | 2090/? [14:38<00:00,  2.38it/s]\nEpoch 0: |          | 2091/? [14:39<00:00,  2.38it/s]\nEpoch 0: |          | 2091/? [14:39<00:00,  2.38it/s]\nEpoch 0: |          | 2092/? [14:39<00:00,  2.38it/s]\nEpoch 0: |          | 2092/? [14:39<00:00,  2.38it/s]\nEpoch 0: |          | 2093/? [14:40<00:00,  2.38it/s]\nEpoch 0: |          | 2093/? [14:40<00:00,  2.38it/s]\nEpoch 0: |          | 2094/? [14:40<00:00,  2.38it/s]\nEpoch 0: |          | 2094/? [14:40<00:00,  2.38it/s]\nEpoch 0: |          | 2095/? [14:40<00:00,  2.38it/s]\nEpoch 0: |          | 2095/? [14:40<00:00,  2.38it/s]\nEpoch 0: |          | 2096/? [14:41<00:00,  2.38it/s]\nEpoch 0: |          | 2096/? [14:41<00:00,  2.38it/s]\nEpoch 0: |          | 2097/? [14:41<00:00,  2.38it/s]\nEpoch 0: |          | 2097/? [14:41<00:00,  2.38it/s]\nEpoch 0: |          | 2098/? [14:41<00:00,  2.38it/s]\nEpoch 0: |          | 2098/? [14:41<00:00,  2.38it/s]\nEpoch 0: |          | 2099/? [14:42<00:00,  2.38it/s]\nEpoch 0: |          | 2099/? [14:42<00:00,  2.38it/s]\nEpoch 0: |          | 2100/? [14:42<00:00,  2.38it/s]\nEpoch 0: |          | 2100/? [14:42<00:00,  2.38it/s]\nEpoch 0: |          | 2101/? [14:43<00:00,  2.38it/s]\nEpoch 0: |          | 2101/? [14:43<00:00,  2.38it/s]\nEpoch 0: |          | 2102/? [14:43<00:00,  2.38it/s]\nEpoch 0: |          | 2102/? [14:43<00:00,  2.38it/s]\nEpoch 0: |          | 2103/? [14:43<00:00,  2.38it/s]\nEpoch 0: |          | 2103/? [14:43<00:00,  2.38it/s]\nEpoch 0: |          | 2104/? [14:44<00:00,  2.38it/s]\nEpoch 0: |          | 2104/? [14:44<00:00,  2.38it/s]\nEpoch 0: |          | 2105/? [14:44<00:00,  2.38it/s]\nEpoch 0: |          | 2105/? [14:44<00:00,  2.38it/s]\nEpoch 0: |          | 2106/? [14:45<00:00,  2.38it/s]\nEpoch 0: |          | 2106/? [14:45<00:00,  2.38it/s]\nEpoch 0: |          | 2107/? [14:45<00:00,  2.38it/s]\nEpoch 0: |          | 2107/? [14:45<00:00,  2.38it/s]\nEpoch 0: |          | 2108/? [14:45<00:00,  2.38it/s]\nEpoch 0: |          | 2108/? [14:45<00:00,  2.38it/s]\nEpoch 0: |          | 2109/? [14:46<00:00,  2.38it/s]\nEpoch 0: |          | 2109/? [14:46<00:00,  2.38it/s]\nEpoch 0: |          | 2110/? [14:46<00:00,  2.38it/s]\nEpoch 0: |          | 2110/? [14:46<00:00,  2.38it/s]\nEpoch 0: |          | 2111/? [14:46<00:00,  2.38it/s]\nEpoch 0: |          | 2111/? [14:46<00:00,  2.38it/s]\nEpoch 0: |          | 2112/? [14:47<00:00,  2.38it/s]\nEpoch 0: |          | 2112/? [14:47<00:00,  2.38it/s]\nEpoch 0: |          | 2113/? [14:47<00:00,  2.38it/s]\nEpoch 0: |          | 2113/? [14:47<00:00,  2.38it/s]\nEpoch 0: |          | 2114/? [14:48<00:00,  2.38it/s]\nEpoch 0: |          | 2114/? [14:48<00:00,  2.38it/s]\nEpoch 0: |          | 2115/? [14:48<00:00,  2.38it/s]\nEpoch 0: |          | 2115/? [14:48<00:00,  2.38it/s]\nEpoch 0: |          | 2116/? [14:48<00:00,  2.38it/s]\nEpoch 0: |          | 2116/? [14:48<00:00,  2.38it/s]\nEpoch 0: |          | 2117/? [14:49<00:00,  2.38it/s]\nEpoch 0: |          | 2117/? [14:49<00:00,  2.38it/s]\nEpoch 0: |          | 2118/? [14:49<00:00,  2.38it/s]\nEpoch 0: |          | 2118/? [14:49<00:00,  2.38it/s]\nEpoch 0: |          | 2119/? [14:50<00:00,  2.38it/s]\nEpoch 0: |          | 2119/? [14:50<00:00,  2.38it/s]\nEpoch 0: |          | 2120/? [14:50<00:00,  2.38it/s]\nEpoch 0: |          | 2120/? [14:50<00:00,  2.38it/s]\nEpoch 0: |          | 2121/? [14:50<00:00,  2.38it/s]\nEpoch 0: |          | 2121/? [14:50<00:00,  2.38it/s]\nEpoch 0: |          | 2122/? [14:51<00:00,  2.38it/s]\nEpoch 0: |          | 2122/? [14:51<00:00,  2.38it/s]\nEpoch 0: |          | 2123/? [14:51<00:00,  2.38it/s]\nEpoch 0: |          | 2123/? [14:51<00:00,  2.38it/s]\nEpoch 0: |          | 2124/? [14:51<00:00,  2.38it/s]\nEpoch 0: |          | 2124/? [14:51<00:00,  2.38it/s]\nEpoch 0: |          | 2125/? [14:52<00:00,  2.38it/s]\nEpoch 0: |          | 2125/? [14:52<00:00,  2.38it/s]\nEpoch 0: |          | 2126/? [14:52<00:00,  2.38it/s]\nEpoch 0: |          | 2126/? [14:52<00:00,  2.38it/s]\nEpoch 0: |          | 2127/? [14:53<00:00,  2.38it/s]\nEpoch 0: |          | 2127/? [14:53<00:00,  2.38it/s]\nEpoch 0: |          | 2128/? [14:53<00:00,  2.38it/s]\nEpoch 0: |          | 2128/? [14:53<00:00,  2.38it/s]\nEpoch 0: |          | 2129/? [14:53<00:00,  2.38it/s]\nEpoch 0: |          | 2129/? [14:53<00:00,  2.38it/s]\nEpoch 0: |          | 2130/? [14:54<00:00,  2.38it/s]\nEpoch 0: |          | 2130/? [14:54<00:00,  2.38it/s]\nEpoch 0: |          | 2131/? [14:54<00:00,  2.38it/s]\nEpoch 0: |          | 2131/? [14:54<00:00,  2.38it/s]\nEpoch 0: |          | 2132/? [14:54<00:00,  2.38it/s]\nEpoch 0: |          | 2132/? [14:54<00:00,  2.38it/s]\nEpoch 0: |          | 2133/? [14:55<00:00,  2.38it/s]\nEpoch 0: |          | 2133/? [14:55<00:00,  2.38it/s]\nEpoch 0: |          | 2134/? [14:55<00:00,  2.38it/s]\nEpoch 0: |          | 2134/? [14:55<00:00,  2.38it/s]\nEpoch 0: |          | 2135/? [14:56<00:00,  2.38it/s]\nEpoch 0: |          | 2135/? [14:56<00:00,  2.38it/s]\nEpoch 0: |          | 2136/? [14:56<00:00,  2.38it/s]\nEpoch 0: |          | 2136/? [14:56<00:00,  2.38it/s]\nEpoch 0: |          | 2137/? [14:56<00:00,  2.38it/s]\nEpoch 0: |          | 2137/? [14:56<00:00,  2.38it/s]\nEpoch 0: |          | 2138/? [14:57<00:00,  2.38it/s]\nEpoch 0: |          | 2138/? [14:57<00:00,  2.38it/s]\nEpoch 0: |          | 2139/? [14:57<00:00,  2.38it/s]\nEpoch 0: |          | 2139/? [14:57<00:00,  2.38it/s]\nEpoch 0: |          | 2140/? [14:58<00:00,  2.38it/s]\nEpoch 0: |          | 2140/? [14:58<00:00,  2.38it/s]\nEpoch 0: |          | 2141/? [14:58<00:00,  2.38it/s]\nEpoch 0: |          | 2141/? [14:58<00:00,  2.38it/s]\nEpoch 0: |          | 2142/? [14:58<00:00,  2.38it/s]\nEpoch 0: |          | 2142/? [14:58<00:00,  2.38it/s]\nEpoch 0: |          | 2143/? [14:59<00:00,  2.38it/s]\nEpoch 0: |          | 2143/? [14:59<00:00,  2.38it/s]\nEpoch 0: |          | 2144/? [14:59<00:00,  2.38it/s]\nEpoch 0: |          | 2144/? [14:59<00:00,  2.38it/s]\nEpoch 0: |          | 2145/? [15:00<00:00,  2.38it/s]\nEpoch 0: |          | 2145/? [15:00<00:00,  2.38it/s]\nEpoch 0: |          | 2146/? [15:00<00:00,  2.38it/s]\nEpoch 0: |          | 2146/? [15:00<00:00,  2.38it/s]\nEpoch 0: |          | 2147/? [15:00<00:00,  2.38it/s]\nEpoch 0: |          | 2147/? [15:00<00:00,  2.38it/s]\nEpoch 0: |          | 2148/? [15:01<00:00,  2.38it/s]\nEpoch 0: |          | 2148/? [15:01<00:00,  2.38it/s]\nEpoch 0: |          | 2149/? [15:01<00:00,  2.38it/s]\nEpoch 0: |          | 2149/? [15:01<00:00,  2.38it/s]\nEpoch 0: |          | 2150/? [15:01<00:00,  2.38it/s]\nEpoch 0: |          | 2150/? [15:01<00:00,  2.38it/s]\nEpoch 0: |          | 2151/? [15:02<00:00,  2.38it/s]\nEpoch 0: |          | 2151/? [15:02<00:00,  2.38it/s]\nEpoch 0: |          | 2152/? [15:02<00:00,  2.38it/s]\nEpoch 0: |          | 2152/? [15:02<00:00,  2.38it/s]\nEpoch 0: |          | 2153/? [15:03<00:00,  2.38it/s]\nEpoch 0: |          | 2153/? [15:03<00:00,  2.38it/s]\nEpoch 0: |          | 2154/? [15:03<00:00,  2.38it/s]\nEpoch 0: |          | 2154/? [15:03<00:00,  2.38it/s]\nEpoch 0: |          | 2155/? [15:03<00:00,  2.38it/s]\nEpoch 0: |          | 2155/? [15:03<00:00,  2.38it/s]\nEpoch 0: |          | 2156/? [15:04<00:00,  2.38it/s]\nEpoch 0: |          | 2156/? [15:04<00:00,  2.38it/s]\nEpoch 0: |          | 2157/? [15:04<00:00,  2.38it/s]\nEpoch 0: |          | 2157/? [15:04<00:00,  2.38it/s]\nEpoch 0: |          | 2158/? [15:04<00:00,  2.38it/s]\nEpoch 0: |          | 2158/? [15:04<00:00,  2.38it/s]\nEpoch 0: |          | 2159/? [15:05<00:00,  2.38it/s]\nEpoch 0: |          | 2159/? [15:05<00:00,  2.38it/s]\nEpoch 0: |          | 2160/? [15:05<00:00,  2.38it/s]\nEpoch 0: |          | 2160/? [15:05<00:00,  2.38it/s]\nEpoch 0: |          | 2161/? [15:06<00:00,  2.38it/s]\nEpoch 0: |          | 2161/? [15:06<00:00,  2.38it/s]\nEpoch 0: |          | 2162/? [15:06<00:00,  2.38it/s]\nEpoch 0: |          | 2162/? [15:06<00:00,  2.38it/s]\nEpoch 0: |          | 2163/? [15:06<00:00,  2.39it/s]\nEpoch 0: |          | 2163/? [15:06<00:00,  2.39it/s]\nEpoch 0: |          | 2164/? [15:07<00:00,  2.39it/s]\nEpoch 0: |          | 2164/? [15:07<00:00,  2.39it/s]\nEpoch 0: |          | 2165/? [15:07<00:00,  2.39it/s]\nEpoch 0: |          | 2165/? [15:07<00:00,  2.39it/s]\nEpoch 0: |          | 2166/? [15:08<00:00,  2.39it/s]\nEpoch 0: |          | 2166/? [15:08<00:00,  2.39it/s]\nEpoch 0: |          | 2167/? [15:08<00:00,  2.39it/s]\nEpoch 0: |          | 2167/? [15:08<00:00,  2.39it/s]\nEpoch 0: |          | 2168/? [15:08<00:00,  2.39it/s]\nEpoch 0: |          | 2168/? [15:08<00:00,  2.39it/s]\nEpoch 0: |          | 2169/? [15:09<00:00,  2.39it/s]\nEpoch 0: |          | 2169/? [15:09<00:00,  2.39it/s]\nEpoch 0: |          | 2170/? [15:09<00:00,  2.39it/s]\nEpoch 0: |          | 2170/? [15:09<00:00,  2.39it/s]\nEpoch 0: |          | 2171/? [15:09<00:00,  2.39it/s]\nEpoch 0: |          | 2171/? [15:09<00:00,  2.39it/s]\nEpoch 0: |          | 2172/? [15:10<00:00,  2.39it/s]\nEpoch 0: |          | 2172/? [15:10<00:00,  2.39it/s]\nEpoch 0: |          | 2173/? [15:10<00:00,  2.39it/s]\nEpoch 0: |          | 2173/? [15:10<00:00,  2.39it/s]\nEpoch 0: |          | 2174/? [15:11<00:00,  2.39it/s]\nEpoch 0: |          | 2174/? [15:11<00:00,  2.39it/s]\nEpoch 0: |          | 2175/? [15:11<00:00,  2.39it/s]\nEpoch 0: |          | 2175/? [15:11<00:00,  2.39it/s]\nEpoch 0: |          | 2176/? [15:11<00:00,  2.39it/s]\nEpoch 0: |          | 2176/? [15:11<00:00,  2.39it/s]\nEpoch 0: |          | 2177/? [15:12<00:00,  2.39it/s]\nEpoch 0: |          | 2177/? [15:12<00:00,  2.39it/s]\nEpoch 0: |          | 2178/? [15:12<00:00,  2.39it/s]\nEpoch 0: |          | 2178/? [15:12<00:00,  2.39it/s]\nEpoch 0: |          | 2179/? [15:13<00:00,  2.39it/s]\nEpoch 0: |          | 2179/? [15:13<00:00,  2.39it/s]\nEpoch 0: |          | 2180/? [15:13<00:00,  2.39it/s]\nEpoch 0: |          | 2180/? [15:13<00:00,  2.39it/s]\nEpoch 0: |          | 2181/? [15:13<00:00,  2.39it/s]\nEpoch 0: |          | 2181/? [15:13<00:00,  2.39it/s]\nEpoch 0: |          | 2182/? [15:14<00:00,  2.39it/s]\nEpoch 0: |          | 2182/? [15:14<00:00,  2.39it/s]\nEpoch 0: |          | 2183/? [15:14<00:00,  2.39it/s]\nEpoch 0: |          | 2183/? [15:14<00:00,  2.39it/s]\nEpoch 0: |          | 2184/? [15:14<00:00,  2.39it/s]\nEpoch 0: |          | 2184/? [15:14<00:00,  2.39it/s]\nEpoch 0: |          | 2185/? [15:15<00:00,  2.39it/s]\nEpoch 0: |          | 2185/? [15:15<00:00,  2.39it/s]\nEpoch 0: |          | 2186/? [15:15<00:00,  2.39it/s]\nEpoch 0: |          | 2186/? [15:15<00:00,  2.39it/s]\nEpoch 0: |          | 2187/? [15:16<00:00,  2.39it/s]\nEpoch 0: |          | 2187/? [15:16<00:00,  2.39it/s]\nEpoch 0: |          | 2188/? [15:16<00:00,  2.39it/s]\nEpoch 0: |          | 2188/? [15:16<00:00,  2.39it/s]\nEpoch 0: |          | 2189/? [15:16<00:00,  2.39it/s]\nEpoch 0: |          | 2189/? [15:16<00:00,  2.39it/s]\nEpoch 0: |          | 2190/? [15:17<00:00,  2.39it/s]\nEpoch 0: |          | 2190/? [15:17<00:00,  2.39it/s]\nEpoch 0: |          | 2191/? [15:17<00:00,  2.39it/s]\nEpoch 0: |          | 2191/? [15:17<00:00,  2.39it/s]\nEpoch 0: |          | 2192/? [15:17<00:00,  2.39it/s]\nEpoch 0: |          | 2192/? [15:17<00:00,  2.39it/s]\nEpoch 0: |          | 2193/? [15:18<00:00,  2.39it/s]\nEpoch 0: |          | 2193/? [15:18<00:00,  2.39it/s]\nEpoch 0: |          | 2194/? [15:18<00:00,  2.39it/s]\nEpoch 0: |          | 2194/? [15:18<00:00,  2.39it/s]\nEpoch 0: |          | 2195/? [15:19<00:00,  2.39it/s]\nEpoch 0: |          | 2195/? [15:19<00:00,  2.39it/s]\nEpoch 0: |          | 2196/? [15:19<00:00,  2.39it/s]\nEpoch 0: |          | 2196/? [15:19<00:00,  2.39it/s]\nEpoch 0: |          | 2197/? [15:19<00:00,  2.39it/s]\nEpoch 0: |          | 2197/? [15:19<00:00,  2.39it/s]\nEpoch 0: |          | 2198/? [15:20<00:00,  2.39it/s]\nEpoch 0: |          | 2198/? [15:20<00:00,  2.39it/s]\nEpoch 0: |          | 2199/? [15:20<00:00,  2.39it/s]\nEpoch 0: |          | 2199/? [15:20<00:00,  2.39it/s]\nEpoch 0: |          | 2200/? [15:21<00:00,  2.39it/s]\nEpoch 0: |          | 2200/? [15:21<00:00,  2.39it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  8.57it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.19it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.36it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.26it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 2200/? [15:21<00:00,  2.39it/s]\nEpoch 0: |          | 2201/? [15:21<00:00,  2.39it/s]\nEpoch 0: |          | 2201/? [15:21<00:00,  2.39it/s]\nEpoch 0: |          | 2202/? [15:22<00:00,  2.39it/s]\nEpoch 0: |          | 2202/? [15:22<00:00,  2.39it/s]\nEpoch 0: |          | 2203/? [15:22<00:00,  2.39it/s]\nEpoch 0: |          | 2203/? [15:22<00:00,  2.39it/s]\nEpoch 0: |          | 2204/? [15:23<00:00,  2.39it/s]\nEpoch 0: |          | 2204/? [15:23<00:00,  2.39it/s]\nEpoch 0: |          | 2205/? [15:23<00:00,  2.39it/s]\nEpoch 0: |          | 2205/? [15:23<00:00,  2.39it/s]\nEpoch 0: |          | 2206/? [15:23<00:00,  2.39it/s]\nEpoch 0: |          | 2206/? [15:23<00:00,  2.39it/s]\nEpoch 0: |          | 2207/? [15:24<00:00,  2.39it/s]\nEpoch 0: |          | 2207/? [15:24<00:00,  2.39it/s]\nEpoch 0: |          | 2208/? [15:24<00:00,  2.39it/s]\nEpoch 0: |          | 2208/? [15:24<00:00,  2.39it/s]\nEpoch 0: |          | 2209/? [15:24<00:00,  2.39it/s]\nEpoch 0: |          | 2209/? [15:24<00:00,  2.39it/s]\nEpoch 0: |          | 2210/? [15:25<00:00,  2.39it/s]\nEpoch 0: |          | 2210/? [15:25<00:00,  2.39it/s]\nEpoch 0: |          | 2211/? [15:25<00:00,  2.39it/s]\nEpoch 0: |          | 2211/? [15:25<00:00,  2.39it/s]\nEpoch 0: |          | 2212/? [15:26<00:00,  2.39it/s]\nEpoch 0: |          | 2212/? [15:26<00:00,  2.39it/s]\nEpoch 0: |          | 2213/? [15:26<00:00,  2.39it/s]\nEpoch 0: |          | 2213/? [15:26<00:00,  2.39it/s]\nEpoch 0: |          | 2214/? [15:26<00:00,  2.39it/s]\nEpoch 0: |          | 2214/? [15:26<00:00,  2.39it/s]\nEpoch 0: |          | 2215/? [15:27<00:00,  2.39it/s]\nEpoch 0: |          | 2215/? [15:27<00:00,  2.39it/s]\nEpoch 0: |          | 2216/? [15:27<00:00,  2.39it/s]\nEpoch 0: |          | 2216/? [15:27<00:00,  2.39it/s]\nEpoch 0: |          | 2217/? [15:28<00:00,  2.39it/s]\nEpoch 0: |          | 2217/? [15:28<00:00,  2.39it/s]\nEpoch 0: |          | 2218/? [15:28<00:00,  2.39it/s]\nEpoch 0: |          | 2218/? [15:28<00:00,  2.39it/s]\nEpoch 0: |          | 2219/? [15:28<00:00,  2.39it/s]\nEpoch 0: |          | 2219/? [15:28<00:00,  2.39it/s]\nEpoch 0: |          | 2220/? [15:29<00:00,  2.39it/s]\nEpoch 0: |          | 2220/? [15:29<00:00,  2.39it/s]\nEpoch 0: |          | 2221/? [15:29<00:00,  2.39it/s]\nEpoch 0: |          | 2221/? [15:29<00:00,  2.39it/s]\nEpoch 0: |          | 2222/? [15:29<00:00,  2.39it/s]\nEpoch 0: |          | 2222/? [15:29<00:00,  2.39it/s]\nEpoch 0: |          | 2223/? [15:30<00:00,  2.39it/s]\nEpoch 0: |          | 2223/? [15:30<00:00,  2.39it/s]\nEpoch 0: |          | 2224/? [15:30<00:00,  2.39it/s]\nEpoch 0: |          | 2224/? [15:30<00:00,  2.39it/s]\nEpoch 0: |          | 2225/? [15:31<00:00,  2.39it/s]\nEpoch 0: |          | 2225/? [15:31<00:00,  2.39it/s]\nEpoch 0: |          | 2226/? [15:31<00:00,  2.39it/s]\nEpoch 0: |          | 2226/? [15:31<00:00,  2.39it/s]\nEpoch 0: |          | 2227/? [15:31<00:00,  2.39it/s]\nEpoch 0: |          | 2227/? [15:31<00:00,  2.39it/s]\nEpoch 0: |          | 2228/? [15:32<00:00,  2.39it/s]\nEpoch 0: |          | 2228/? [15:32<00:00,  2.39it/s]\nEpoch 0: |          | 2229/? [15:32<00:00,  2.39it/s]\nEpoch 0: |          | 2229/? [15:32<00:00,  2.39it/s]\nEpoch 0: |          | 2230/? [15:33<00:00,  2.39it/s]\nEpoch 0: |          | 2230/? [15:33<00:00,  2.39it/s]\nEpoch 0: |          | 2231/? [15:33<00:00,  2.39it/s]\nEpoch 0: |          | 2231/? [15:33<00:00,  2.39it/s]\nEpoch 0: |          | 2232/? [15:33<00:00,  2.39it/s]\nEpoch 0: |          | 2232/? [15:33<00:00,  2.39it/s]\nEpoch 0: |          | 2233/? [15:34<00:00,  2.39it/s]\nEpoch 0: |          | 2233/? [15:34<00:00,  2.39it/s]\nEpoch 0: |          | 2234/? [15:34<00:00,  2.39it/s]\nEpoch 0: |          | 2234/? [15:34<00:00,  2.39it/s]\nEpoch 0: |          | 2235/? [15:34<00:00,  2.39it/s]\nEpoch 0: |          | 2235/? [15:34<00:00,  2.39it/s]\nEpoch 0: |          | 2236/? [15:35<00:00,  2.39it/s]\nEpoch 0: |          | 2236/? [15:35<00:00,  2.39it/s]\nEpoch 0: |          | 2237/? [15:35<00:00,  2.39it/s]\nEpoch 0: |          | 2237/? [15:35<00:00,  2.39it/s]\nEpoch 0: |          | 2238/? [15:36<00:00,  2.39it/s]\nEpoch 0: |          | 2238/? [15:36<00:00,  2.39it/s]\nEpoch 0: |          | 2239/? [15:36<00:00,  2.39it/s]\nEpoch 0: |          | 2239/? [15:36<00:00,  2.39it/s]\nEpoch 0: |          | 2240/? [15:36<00:00,  2.39it/s]\nEpoch 0: |          | 2240/? [15:36<00:00,  2.39it/s]\nEpoch 0: |          | 2241/? [15:37<00:00,  2.39it/s]\nEpoch 0: |          | 2241/? [15:37<00:00,  2.39it/s]\nEpoch 0: |          | 2242/? [15:37<00:00,  2.39it/s]\nEpoch 0: |          | 2242/? [15:37<00:00,  2.39it/s]\nEpoch 0: |          | 2243/? [15:37<00:00,  2.39it/s]\nEpoch 0: |          | 2243/? [15:37<00:00,  2.39it/s]\nEpoch 0: |          | 2244/? [15:38<00:00,  2.39it/s]\nEpoch 0: |          | 2244/? [15:38<00:00,  2.39it/s]\nEpoch 0: |          | 2245/? [15:38<00:00,  2.39it/s]\nEpoch 0: |          | 2245/? [15:38<00:00,  2.39it/s]\nEpoch 0: |          | 2246/? [15:39<00:00,  2.39it/s]\nEpoch 0: |          | 2246/? [15:39<00:00,  2.39it/s]\nEpoch 0: |          | 2247/? [15:39<00:00,  2.39it/s]\nEpoch 0: |          | 2247/? [15:39<00:00,  2.39it/s]\nEpoch 0: |          | 2248/? [15:39<00:00,  2.39it/s]\nEpoch 0: |          | 2248/? [15:39<00:00,  2.39it/s]\nEpoch 0: |          | 2249/? [15:40<00:00,  2.39it/s]\nEpoch 0: |          | 2249/? [15:40<00:00,  2.39it/s]\nEpoch 0: |          | 2250/? [15:40<00:00,  2.39it/s]\nEpoch 0: |          | 2250/? [15:40<00:00,  2.39it/s]\nEpoch 0: |          | 2251/? [15:41<00:00,  2.39it/s]\nEpoch 0: |          | 2251/? [15:41<00:00,  2.39it/s]\nEpoch 0: |          | 2252/? [15:41<00:00,  2.39it/s]\nEpoch 0: |          | 2252/? [15:41<00:00,  2.39it/s]\nEpoch 0: |          | 2253/? [15:41<00:00,  2.39it/s]\nEpoch 0: |          | 2253/? [15:41<00:00,  2.39it/s]\nEpoch 0: |          | 2254/? [15:42<00:00,  2.39it/s]\nEpoch 0: |          | 2254/? [15:42<00:00,  2.39it/s]\nEpoch 0: |          | 2255/? [15:42<00:00,  2.39it/s]\nEpoch 0: |          | 2255/? [15:42<00:00,  2.39it/s]\nEpoch 0: |          | 2256/? [15:42<00:00,  2.39it/s]\nEpoch 0: |          | 2256/? [15:42<00:00,  2.39it/s]\nEpoch 0: |          | 2257/? [15:43<00:00,  2.39it/s]\nEpoch 0: |          | 2257/? [15:43<00:00,  2.39it/s]\nEpoch 0: |          | 2258/? [15:43<00:00,  2.39it/s]\nEpoch 0: |          | 2258/? [15:43<00:00,  2.39it/s]\nEpoch 0: |          | 2259/? [15:44<00:00,  2.39it/s]\nEpoch 0: |          | 2259/? [15:44<00:00,  2.39it/s]\nEpoch 0: |          | 2260/? [15:44<00:00,  2.39it/s]\nEpoch 0: |          | 2260/? [15:44<00:00,  2.39it/s]\nEpoch 0: |          | 2261/? [15:44<00:00,  2.39it/s]\nEpoch 0: |          | 2261/? [15:44<00:00,  2.39it/s]\nEpoch 0: |          | 2262/? [15:45<00:00,  2.39it/s]\nEpoch 0: |          | 2262/? [15:45<00:00,  2.39it/s]\nEpoch 0: |          | 2263/? [15:45<00:00,  2.39it/s]\nEpoch 0: |          | 2263/? [15:45<00:00,  2.39it/s]\nEpoch 0: |          | 2264/? [15:45<00:00,  2.39it/s]\nEpoch 0: |          | 2264/? [15:45<00:00,  2.39it/s]\nEpoch 0: |          | 2265/? [15:46<00:00,  2.39it/s]\nEpoch 0: |          | 2265/? [15:46<00:00,  2.39it/s]\nEpoch 0: |          | 2266/? [15:46<00:00,  2.39it/s]\nEpoch 0: |          | 2266/? [15:46<00:00,  2.39it/s]\nEpoch 0: |          | 2267/? [15:47<00:00,  2.39it/s]\nEpoch 0: |          | 2267/? [15:47<00:00,  2.39it/s]\nEpoch 0: |          | 2268/? [15:47<00:00,  2.39it/s]\nEpoch 0: |          | 2268/? [15:47<00:00,  2.39it/s]\nEpoch 0: |          | 2269/? [15:47<00:00,  2.39it/s]\nEpoch 0: |          | 2269/? [15:47<00:00,  2.39it/s]\nEpoch 0: |          | 2270/? [15:48<00:00,  2.39it/s]\nEpoch 0: |          | 2270/? [15:48<00:00,  2.39it/s]\nEpoch 0: |          | 2271/? [15:48<00:00,  2.39it/s]\nEpoch 0: |          | 2271/? [15:48<00:00,  2.39it/s]\nEpoch 0: |          | 2272/? [15:49<00:00,  2.39it/s]\nEpoch 0: |          | 2272/? [15:49<00:00,  2.39it/s]\nEpoch 0: |          | 2273/? [15:49<00:00,  2.39it/s]\nEpoch 0: |          | 2273/? [15:49<00:00,  2.39it/s]\nEpoch 0: |          | 2274/? [15:49<00:00,  2.39it/s]\nEpoch 0: |          | 2274/? [15:49<00:00,  2.39it/s]\nEpoch 0: |          | 2275/? [15:50<00:00,  2.39it/s]\nEpoch 0: |          | 2275/? [15:50<00:00,  2.39it/s]\nEpoch 0: |          | 2276/? [15:50<00:00,  2.39it/s]\nEpoch 0: |          | 2276/? [15:50<00:00,  2.39it/s]\nEpoch 0: |          | 2277/? [15:50<00:00,  2.39it/s]\nEpoch 0: |          | 2277/? [15:50<00:00,  2.39it/s]\nEpoch 0: |          | 2278/? [15:51<00:00,  2.39it/s]\nEpoch 0: |          | 2278/? [15:51<00:00,  2.39it/s]\nEpoch 0: |          | 2279/? [15:51<00:00,  2.39it/s]\nEpoch 0: |          | 2279/? [15:51<00:00,  2.39it/s]\nEpoch 0: |          | 2280/? [15:52<00:00,  2.39it/s]\nEpoch 0: |          | 2280/? [15:52<00:00,  2.39it/s]\nEpoch 0: |          | 2281/? [15:52<00:00,  2.39it/s]\nEpoch 0: |          | 2281/? [15:52<00:00,  2.39it/s]\nEpoch 0: |          | 2282/? [15:52<00:00,  2.39it/s]\nEpoch 0: |          | 2282/? [15:52<00:00,  2.39it/s]\nEpoch 0: |          | 2283/? [15:53<00:00,  2.40it/s]\nEpoch 0: |          | 2283/? [15:53<00:00,  2.40it/s]\nEpoch 0: |          | 2284/? [15:53<00:00,  2.40it/s]\nEpoch 0: |          | 2284/? [15:53<00:00,  2.40it/s]\nEpoch 0: |          | 2285/? [15:53<00:00,  2.40it/s]\nEpoch 0: |          | 2285/? [15:53<00:00,  2.40it/s]\nEpoch 0: |          | 2286/? [15:54<00:00,  2.40it/s]\nEpoch 0: |          | 2286/? [15:54<00:00,  2.40it/s]\nEpoch 0: |          | 2287/? [15:54<00:00,  2.40it/s]\nEpoch 0: |          | 2287/? [15:54<00:00,  2.40it/s]\nEpoch 0: |          | 2288/? [15:55<00:00,  2.40it/s]\nEpoch 0: |          | 2288/? [15:55<00:00,  2.40it/s]\nEpoch 0: |          | 2289/? [15:55<00:00,  2.40it/s]\nEpoch 0: |          | 2289/? [15:55<00:00,  2.40it/s]\nEpoch 0: |          | 2290/? [15:55<00:00,  2.40it/s]\nEpoch 0: |          | 2290/? [15:55<00:00,  2.40it/s]\nEpoch 0: |          | 2291/? [15:56<00:00,  2.40it/s]\nEpoch 0: |          | 2291/? [15:56<00:00,  2.40it/s]\nEpoch 0: |          | 2292/? [15:56<00:00,  2.40it/s]\nEpoch 0: |          | 2292/? [15:56<00:00,  2.40it/s]\nEpoch 0: |          | 2293/? [15:57<00:00,  2.40it/s]\nEpoch 0: |          | 2293/? [15:57<00:00,  2.40it/s]\nEpoch 0: |          | 2294/? [15:57<00:00,  2.40it/s]\nEpoch 0: |          | 2294/? [15:57<00:00,  2.40it/s]\nEpoch 0: |          | 2295/? [15:57<00:00,  2.40it/s]\nEpoch 0: |          | 2295/? [15:57<00:00,  2.40it/s]\nEpoch 0: |          | 2296/? [15:58<00:00,  2.40it/s]\nEpoch 0: |          | 2296/? [15:58<00:00,  2.40it/s]\nEpoch 0: |          | 2297/? [15:58<00:00,  2.40it/s]\nEpoch 0: |          | 2297/? [15:58<00:00,  2.40it/s]\nEpoch 0: |          | 2298/? [15:58<00:00,  2.40it/s]\nEpoch 0: |          | 2298/? [15:58<00:00,  2.40it/s]\nEpoch 0: |          | 2299/? [15:59<00:00,  2.40it/s]\nEpoch 0: |          | 2299/? [15:59<00:00,  2.40it/s]\nEpoch 0: |          | 2300/? [15:59<00:00,  2.40it/s]\nEpoch 0: |          | 2300/? [15:59<00:00,  2.40it/s]\nEpoch 0: |          | 2301/? [16:00<00:00,  2.40it/s]\nEpoch 0: |          | 2301/? [16:00<00:00,  2.40it/s]\nEpoch 0: |          | 2302/? [16:00<00:00,  2.40it/s]\nEpoch 0: |          | 2302/? [16:00<00:00,  2.40it/s]\nEpoch 0: |          | 2303/? [16:00<00:00,  2.40it/s]\nEpoch 0: |          | 2303/? [16:00<00:00,  2.40it/s]\nEpoch 0: |          | 2304/? [16:01<00:00,  2.40it/s]\nEpoch 0: |          | 2304/? [16:01<00:00,  2.40it/s]\nEpoch 0: |          | 2305/? [16:01<00:00,  2.40it/s]\nEpoch 0: |          | 2305/? [16:01<00:00,  2.40it/s]\nEpoch 0: |          | 2306/? [16:02<00:00,  2.40it/s]\nEpoch 0: |          | 2306/? [16:02<00:00,  2.40it/s]\nEpoch 0: |          | 2307/? [16:02<00:00,  2.40it/s]\nEpoch 0: |          | 2307/? [16:02<00:00,  2.40it/s]\nEpoch 0: |          | 2308/? [16:02<00:00,  2.40it/s]\nEpoch 0: |          | 2308/? [16:02<00:00,  2.40it/s]\nEpoch 0: |          | 2309/? [16:03<00:00,  2.40it/s]\nEpoch 0: |          | 2309/? [16:03<00:00,  2.40it/s]\nEpoch 0: |          | 2310/? [16:03<00:00,  2.40it/s]\nEpoch 0: |          | 2310/? [16:03<00:00,  2.40it/s]\nEpoch 0: |          | 2311/? [16:03<00:00,  2.40it/s]\nEpoch 0: |          | 2311/? [16:03<00:00,  2.40it/s]\nEpoch 0: |          | 2312/? [16:04<00:00,  2.40it/s]\nEpoch 0: |          | 2312/? [16:04<00:00,  2.40it/s]\nEpoch 0: |          | 2313/? [16:04<00:00,  2.40it/s]\nEpoch 0: |          | 2313/? [16:04<00:00,  2.40it/s]\nEpoch 0: |          | 2314/? [16:05<00:00,  2.40it/s]\nEpoch 0: |          | 2314/? [16:05<00:00,  2.40it/s]\nEpoch 0: |          | 2315/? [16:05<00:00,  2.40it/s]\nEpoch 0: |          | 2315/? [16:05<00:00,  2.40it/s]\nEpoch 0: |          | 2316/? [16:05<00:00,  2.40it/s]\nEpoch 0: |          | 2316/? [16:05<00:00,  2.40it/s]\nEpoch 0: |          | 2317/? [16:06<00:00,  2.40it/s]\nEpoch 0: |          | 2317/? [16:06<00:00,  2.40it/s]\nEpoch 0: |          | 2318/? [16:06<00:00,  2.40it/s]\nEpoch 0: |          | 2318/? [16:06<00:00,  2.40it/s]\nEpoch 0: |          | 2319/? [16:06<00:00,  2.40it/s]\nEpoch 0: |          | 2319/? [16:06<00:00,  2.40it/s]\nEpoch 0: |          | 2320/? [16:07<00:00,  2.40it/s]\nEpoch 0: |          | 2320/? [16:07<00:00,  2.40it/s]\nEpoch 0: |          | 2321/? [16:07<00:00,  2.40it/s]\nEpoch 0: |          | 2321/? [16:07<00:00,  2.40it/s]\nEpoch 0: |          | 2322/? [16:08<00:00,  2.40it/s]\nEpoch 0: |          | 2322/? [16:08<00:00,  2.40it/s]\nEpoch 0: |          | 2323/? [16:08<00:00,  2.40it/s]\nEpoch 0: |          | 2323/? [16:08<00:00,  2.40it/s]\nEpoch 0: |          | 2324/? [16:08<00:00,  2.40it/s]\nEpoch 0: |          | 2324/? [16:08<00:00,  2.40it/s]\nEpoch 0: |          | 2325/? [16:09<00:00,  2.40it/s]\nEpoch 0: |          | 2325/? [16:09<00:00,  2.40it/s]\nEpoch 0: |          | 2326/? [16:09<00:00,  2.40it/s]\nEpoch 0: |          | 2326/? [16:09<00:00,  2.40it/s]\nEpoch 0: |          | 2327/? [16:10<00:00,  2.40it/s]\nEpoch 0: |          | 2327/? [16:10<00:00,  2.40it/s]\nEpoch 0: |          | 2328/? [16:10<00:00,  2.40it/s]\nEpoch 0: |          | 2328/? [16:10<00:00,  2.40it/s]\nEpoch 0: |          | 2329/? [16:10<00:00,  2.40it/s]\nEpoch 0: |          | 2329/? [16:10<00:00,  2.40it/s]\nEpoch 0: |          | 2330/? [16:11<00:00,  2.40it/s]\nEpoch 0: |          | 2330/? [16:11<00:00,  2.40it/s]\nEpoch 0: |          | 2331/? [16:11<00:00,  2.40it/s]\nEpoch 0: |          | 2331/? [16:11<00:00,  2.40it/s]\nEpoch 0: |          | 2332/? [16:11<00:00,  2.40it/s]\nEpoch 0: |          | 2332/? [16:11<00:00,  2.40it/s]\nEpoch 0: |          | 2333/? [16:12<00:00,  2.40it/s]\nEpoch 0: |          | 2333/? [16:12<00:00,  2.40it/s]\nEpoch 0: |          | 2334/? [16:12<00:00,  2.40it/s]\nEpoch 0: |          | 2334/? [16:12<00:00,  2.40it/s]\nEpoch 0: |          | 2335/? [16:13<00:00,  2.40it/s]\nEpoch 0: |          | 2335/? [16:13<00:00,  2.40it/s]\nEpoch 0: |          | 2336/? [16:13<00:00,  2.40it/s]\nEpoch 0: |          | 2336/? [16:13<00:00,  2.40it/s]\nEpoch 0: |          | 2337/? [16:13<00:00,  2.40it/s]\nEpoch 0: |          | 2337/? [16:13<00:00,  2.40it/s]\nEpoch 0: |          | 2338/? [16:14<00:00,  2.40it/s]\nEpoch 0: |          | 2338/? [16:14<00:00,  2.40it/s]\nEpoch 0: |          | 2339/? [16:14<00:00,  2.40it/s]\nEpoch 0: |          | 2339/? [16:14<00:00,  2.40it/s]\nEpoch 0: |          | 2340/? [16:14<00:00,  2.40it/s]\nEpoch 0: |          | 2340/? [16:14<00:00,  2.40it/s]\nEpoch 0: |          | 2341/? [16:15<00:00,  2.40it/s]\nEpoch 0: |          | 2341/? [16:15<00:00,  2.40it/s]\nEpoch 0: |          | 2342/? [16:15<00:00,  2.40it/s]\nEpoch 0: |          | 2342/? [16:15<00:00,  2.40it/s]\nEpoch 0: |          | 2343/? [16:16<00:00,  2.40it/s]\nEpoch 0: |          | 2343/? [16:16<00:00,  2.40it/s]\nEpoch 0: |          | 2344/? [16:16<00:00,  2.40it/s]\nEpoch 0: |          | 2344/? [16:16<00:00,  2.40it/s]\nEpoch 0: |          | 2345/? [16:16<00:00,  2.40it/s]\nEpoch 0: |          | 2345/? [16:16<00:00,  2.40it/s]\nEpoch 0: |          | 2346/? [16:17<00:00,  2.40it/s]\nEpoch 0: |          | 2346/? [16:17<00:00,  2.40it/s]\nEpoch 0: |          | 2347/? [16:17<00:00,  2.40it/s]\nEpoch 0: |          | 2347/? [16:17<00:00,  2.40it/s]\nEpoch 0: |          | 2348/? [16:17<00:00,  2.40it/s]\nEpoch 0: |          | 2348/? [16:17<00:00,  2.40it/s]\nEpoch 0: |          | 2349/? [16:18<00:00,  2.40it/s]\nEpoch 0: |          | 2349/? [16:18<00:00,  2.40it/s]\nEpoch 0: |          | 2350/? [16:18<00:00,  2.40it/s]\nEpoch 0: |          | 2350/? [16:18<00:00,  2.40it/s]\nEpoch 0: |          | 2351/? [16:19<00:00,  2.40it/s]\nEpoch 0: |          | 2351/? [16:19<00:00,  2.40it/s]\nEpoch 0: |          | 2352/? [16:19<00:00,  2.40it/s]\nEpoch 0: |          | 2352/? [16:19<00:00,  2.40it/s]\nEpoch 0: |          | 2353/? [16:19<00:00,  2.40it/s]\nEpoch 0: |          | 2353/? [16:19<00:00,  2.40it/s]\nEpoch 0: |          | 2354/? [16:20<00:00,  2.40it/s]\nEpoch 0: |          | 2354/? [16:20<00:00,  2.40it/s]\nEpoch 0: |          | 2355/? [16:20<00:00,  2.40it/s]\nEpoch 0: |          | 2355/? [16:20<00:00,  2.40it/s]\nEpoch 0: |          | 2356/? [16:21<00:00,  2.40it/s]\nEpoch 0: |          | 2356/? [16:21<00:00,  2.40it/s]\nEpoch 0: |          | 2357/? [16:21<00:00,  2.40it/s]\nEpoch 0: |          | 2357/? [16:21<00:00,  2.40it/s]\nEpoch 0: |          | 2358/? [16:21<00:00,  2.40it/s]\nEpoch 0: |          | 2358/? [16:21<00:00,  2.40it/s]\nEpoch 0: |          | 2359/? [16:22<00:00,  2.40it/s]\nEpoch 0: |          | 2359/? [16:22<00:00,  2.40it/s]\nEpoch 0: |          | 2360/? [16:22<00:00,  2.40it/s]\nEpoch 0: |          | 2360/? [16:22<00:00,  2.40it/s]\nEpoch 0: |          | 2361/? [16:22<00:00,  2.40it/s]\nEpoch 0: |          | 2361/? [16:22<00:00,  2.40it/s]\nEpoch 0: |          | 2362/? [16:23<00:00,  2.40it/s]\nEpoch 0: |          | 2362/? [16:23<00:00,  2.40it/s]\nEpoch 0: |          | 2363/? [16:23<00:00,  2.40it/s]\nEpoch 0: |          | 2363/? [16:23<00:00,  2.40it/s]\nEpoch 0: |          | 2364/? [16:24<00:00,  2.40it/s]\nEpoch 0: |          | 2364/? [16:24<00:00,  2.40it/s]\nEpoch 0: |          | 2365/? [16:24<00:00,  2.40it/s]\nEpoch 0: |          | 2365/? [16:24<00:00,  2.40it/s]\nEpoch 0: |          | 2366/? [16:24<00:00,  2.40it/s]\nEpoch 0: |          | 2366/? [16:24<00:00,  2.40it/s]\nEpoch 0: |          | 2367/? [16:25<00:00,  2.40it/s]\nEpoch 0: |          | 2367/? [16:25<00:00,  2.40it/s]\nEpoch 0: |          | 2368/? [16:25<00:00,  2.40it/s]\nEpoch 0: |          | 2368/? [16:25<00:00,  2.40it/s]\nEpoch 0: |          | 2369/? [16:25<00:00,  2.40it/s]\nEpoch 0: |          | 2369/? [16:25<00:00,  2.40it/s]\nEpoch 0: |          | 2370/? [16:26<00:00,  2.40it/s]\nEpoch 0: |          | 2370/? [16:26<00:00,  2.40it/s]\nEpoch 0: |          | 2371/? [16:26<00:00,  2.40it/s]\nEpoch 0: |          | 2371/? [16:26<00:00,  2.40it/s]\nEpoch 0: |          | 2372/? [16:27<00:00,  2.40it/s]\nEpoch 0: |          | 2372/? [16:27<00:00,  2.40it/s]\nEpoch 0: |          | 2373/? [16:27<00:00,  2.40it/s]\nEpoch 0: |          | 2373/? [16:27<00:00,  2.40it/s]\nEpoch 0: |          | 2374/? [16:27<00:00,  2.40it/s]\nEpoch 0: |          | 2374/? [16:27<00:00,  2.40it/s]\nEpoch 0: |          | 2375/? [16:28<00:00,  2.40it/s]\nEpoch 0: |          | 2375/? [16:28<00:00,  2.40it/s]\nEpoch 0: |          | 2376/? [16:28<00:00,  2.40it/s]\nEpoch 0: |          | 2376/? [16:28<00:00,  2.40it/s]\nEpoch 0: |          | 2377/? [16:29<00:00,  2.40it/s]\nEpoch 0: |          | 2377/? [16:29<00:00,  2.40it/s]\nEpoch 0: |          | 2378/? [16:29<00:00,  2.40it/s]\nEpoch 0: |          | 2378/? [16:29<00:00,  2.40it/s]\nEpoch 0: |          | 2379/? [16:29<00:00,  2.40it/s]\nEpoch 0: |          | 2379/? [16:29<00:00,  2.40it/s]\nEpoch 0: |          | 2380/? [16:30<00:00,  2.40it/s]\nEpoch 0: |          | 2380/? [16:30<00:00,  2.40it/s]\nEpoch 0: |          | 2381/? [16:30<00:00,  2.40it/s]\nEpoch 0: |          | 2381/? [16:30<00:00,  2.40it/s]\nEpoch 0: |          | 2382/? [16:30<00:00,  2.40it/s]\nEpoch 0: |          | 2382/? [16:30<00:00,  2.40it/s]\nEpoch 0: |          | 2383/? [16:31<00:00,  2.40it/s]\nEpoch 0: |          | 2383/? [16:31<00:00,  2.40it/s]\nEpoch 0: |          | 2384/? [16:31<00:00,  2.40it/s]\nEpoch 0: |          | 2384/? [16:31<00:00,  2.40it/s]\nEpoch 0: |          | 2385/? [16:32<00:00,  2.40it/s]\nEpoch 0: |          | 2385/? [16:32<00:00,  2.40it/s]\nEpoch 0: |          | 2386/? [16:32<00:00,  2.40it/s]\nEpoch 0: |          | 2386/? [16:32<00:00,  2.40it/s]\nEpoch 0: |          | 2387/? [16:32<00:00,  2.40it/s]\nEpoch 0: |          | 2387/? [16:32<00:00,  2.40it/s]\nEpoch 0: |          | 2388/? [16:33<00:00,  2.40it/s]\nEpoch 0: |          | 2388/? [16:33<00:00,  2.40it/s]\nEpoch 0: |          | 2389/? [16:33<00:00,  2.40it/s]\nEpoch 0: |          | 2389/? [16:33<00:00,  2.40it/s]\nEpoch 0: |          | 2390/? [16:34<00:00,  2.40it/s]\nEpoch 0: |          | 2390/? [16:34<00:00,  2.40it/s]\nEpoch 0: |          | 2391/? [16:34<00:00,  2.40it/s]\nEpoch 0: |          | 2391/? [16:34<00:00,  2.40it/s]\nEpoch 0: |          | 2392/? [16:34<00:00,  2.40it/s]\nEpoch 0: |          | 2392/? [16:34<00:00,  2.40it/s]\nEpoch 0: |          | 2393/? [16:35<00:00,  2.40it/s]\nEpoch 0: |          | 2393/? [16:35<00:00,  2.40it/s]\nEpoch 0: |          | 2394/? [16:35<00:00,  2.40it/s]\nEpoch 0: |          | 2394/? [16:35<00:00,  2.40it/s]\nEpoch 0: |          | 2395/? [16:35<00:00,  2.40it/s]\nEpoch 0: |          | 2395/? [16:35<00:00,  2.40it/s]\nEpoch 0: |          | 2396/? [16:36<00:00,  2.40it/s]\nEpoch 0: |          | 2396/? [16:36<00:00,  2.40it/s]\nEpoch 0: |          | 2397/? [16:36<00:00,  2.40it/s]\nEpoch 0: |          | 2397/? [16:36<00:00,  2.40it/s]\nEpoch 0: |          | 2398/? [16:37<00:00,  2.41it/s]\nEpoch 0: |          | 2398/? [16:37<00:00,  2.41it/s]\nEpoch 0: |          | 2399/? [16:37<00:00,  2.41it/s]\nEpoch 0: |          | 2399/? [16:37<00:00,  2.41it/s]\nEpoch 0: |          | 2400/? [16:37<00:00,  2.41it/s]\nEpoch 0: |          | 2400/? [16:37<00:00,  2.41it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  8.91it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.48it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.52it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.42it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 2400/? [16:38<00:00,  2.40it/s]\nEpoch 0: |          | 2401/? [16:38<00:00,  2.40it/s]\nEpoch 0: |          | 2401/? [16:38<00:00,  2.40it/s]\nEpoch 0: |          | 2402/? [16:39<00:00,  2.40it/s]\nEpoch 0: |          | 2402/? [16:39<00:00,  2.40it/s]\nEpoch 0: |          | 2403/? [16:39<00:00,  2.40it/s]\nEpoch 0: |          | 2403/? [16:39<00:00,  2.40it/s]\nEpoch 0: |          | 2404/? [16:39<00:00,  2.40it/s]\nEpoch 0: |          | 2404/? [16:39<00:00,  2.40it/s]\nEpoch 0: |          | 2405/? [16:40<00:00,  2.40it/s]\nEpoch 0: |          | 2405/? [16:40<00:00,  2.40it/s]\nEpoch 0: |          | 2406/? [16:40<00:00,  2.40it/s]\nEpoch 0: |          | 2406/? [16:40<00:00,  2.40it/s]\nEpoch 0: |          | 2407/? [16:40<00:00,  2.40it/s]\nEpoch 0: |          | 2407/? [16:40<00:00,  2.40it/s]\nEpoch 0: |          | 2408/? [16:41<00:00,  2.40it/s]\nEpoch 0: |          | 2408/? [16:41<00:00,  2.40it/s]\nEpoch 0: |          | 2409/? [16:41<00:00,  2.40it/s]\nEpoch 0: |          | 2409/? [16:41<00:00,  2.40it/s]\nEpoch 0: |          | 2410/? [16:42<00:00,  2.40it/s]\nEpoch 0: |          | 2410/? [16:42<00:00,  2.40it/s]\nEpoch 0: |          | 2411/? [16:42<00:00,  2.41it/s]\nEpoch 0: |          | 2411/? [16:42<00:00,  2.41it/s]\nEpoch 0: |          | 2412/? [16:42<00:00,  2.41it/s]\nEpoch 0: |          | 2412/? [16:42<00:00,  2.41it/s]\nEpoch 0: |          | 2413/? [16:43<00:00,  2.41it/s]\nEpoch 0: |          | 2413/? [16:43<00:00,  2.41it/s]\nEpoch 0: |          | 2414/? [16:43<00:00,  2.41it/s]\nEpoch 0: |          | 2414/? [16:43<00:00,  2.41it/s]\nEpoch 0: |          | 2415/? [16:43<00:00,  2.41it/s]\nEpoch 0: |          | 2415/? [16:43<00:00,  2.41it/s]\nEpoch 0: |          | 2416/? [16:44<00:00,  2.41it/s]\nEpoch 0: |          | 2416/? [16:44<00:00,  2.41it/s]\nEpoch 0: |          | 2417/? [16:44<00:00,  2.41it/s]\nEpoch 0: |          | 2417/? [16:44<00:00,  2.41it/s]\nEpoch 0: |          | 2418/? [16:45<00:00,  2.41it/s]\nEpoch 0: |          | 2418/? [16:45<00:00,  2.41it/s]\nEpoch 0: |          | 2419/? [16:45<00:00,  2.41it/s]\nEpoch 0: |          | 2419/? [16:45<00:00,  2.41it/s]\nEpoch 0: |          | 2420/? [16:45<00:00,  2.41it/s]\nEpoch 0: |          | 2420/? [16:45<00:00,  2.41it/s]\nEpoch 0: |          | 2421/? [16:46<00:00,  2.41it/s]\nEpoch 0: |          | 2421/? [16:46<00:00,  2.41it/s]\nEpoch 0: |          | 2422/? [16:46<00:00,  2.41it/s]\nEpoch 0: |          | 2422/? [16:46<00:00,  2.41it/s]\nEpoch 0: |          | 2423/? [16:47<00:00,  2.41it/s]\nEpoch 0: |          | 2423/? [16:47<00:00,  2.41it/s]\nEpoch 0: |          | 2424/? [16:47<00:00,  2.41it/s]\nEpoch 0: |          | 2424/? [16:47<00:00,  2.41it/s]\nEpoch 0: |          | 2425/? [16:47<00:00,  2.41it/s]\nEpoch 0: |          | 2425/? [16:47<00:00,  2.41it/s]\nEpoch 0: |          | 2426/? [16:48<00:00,  2.41it/s]\nEpoch 0: |          | 2426/? [16:48<00:00,  2.41it/s]\nEpoch 0: |          | 2427/? [16:48<00:00,  2.41it/s]\nEpoch 0: |          | 2427/? [16:48<00:00,  2.41it/s]\nEpoch 0: |          | 2428/? [16:48<00:00,  2.41it/s]\nEpoch 0: |          | 2428/? [16:48<00:00,  2.41it/s]\nEpoch 0: |          | 2429/? [16:49<00:00,  2.41it/s]\nEpoch 0: |          | 2429/? [16:49<00:00,  2.41it/s]\nEpoch 0: |          | 2430/? [16:49<00:00,  2.41it/s]\nEpoch 0: |          | 2430/? [16:49<00:00,  2.41it/s]\nEpoch 0: |          | 2431/? [16:50<00:00,  2.41it/s]\nEpoch 0: |          | 2431/? [16:50<00:00,  2.41it/s]\nEpoch 0: |          | 2432/? [16:50<00:00,  2.41it/s]\nEpoch 0: |          | 2432/? [16:50<00:00,  2.41it/s]\nEpoch 0: |          | 2433/? [16:50<00:00,  2.41it/s]\nEpoch 0: |          | 2433/? [16:50<00:00,  2.41it/s]\nEpoch 0: |          | 2434/? [16:51<00:00,  2.41it/s]\nEpoch 0: |          | 2434/? [16:51<00:00,  2.41it/s]\nEpoch 0: |          | 2435/? [16:51<00:00,  2.41it/s]\nEpoch 0: |          | 2435/? [16:51<00:00,  2.41it/s]\nEpoch 0: |          | 2436/? [16:51<00:00,  2.41it/s]\nEpoch 0: |          | 2436/? [16:51<00:00,  2.41it/s]\nEpoch 0: |          | 2437/? [16:52<00:00,  2.41it/s]\nEpoch 0: |          | 2437/? [16:52<00:00,  2.41it/s]\nEpoch 0: |          | 2438/? [16:52<00:00,  2.41it/s]\nEpoch 0: |          | 2438/? [16:52<00:00,  2.41it/s]\nEpoch 0: |          | 2439/? [16:53<00:00,  2.41it/s]\nEpoch 0: |          | 2439/? [16:53<00:00,  2.41it/s]\nEpoch 0: |          | 2440/? [16:53<00:00,  2.41it/s]\nEpoch 0: |          | 2440/? [16:53<00:00,  2.41it/s]\nEpoch 0: |          | 2441/? [16:53<00:00,  2.41it/s]\nEpoch 0: |          | 2441/? [16:53<00:00,  2.41it/s]\nEpoch 0: |          | 2442/? [16:54<00:00,  2.41it/s]\nEpoch 0: |          | 2442/? [16:54<00:00,  2.41it/s]\nEpoch 0: |          | 2443/? [16:54<00:00,  2.41it/s]\nEpoch 0: |          | 2443/? [16:54<00:00,  2.41it/s]\nEpoch 0: |          | 2444/? [16:55<00:00,  2.41it/s]\nEpoch 0: |          | 2444/? [16:55<00:00,  2.41it/s]\nEpoch 0: |          | 2445/? [16:55<00:00,  2.41it/s]\nEpoch 0: |          | 2445/? [16:55<00:00,  2.41it/s]\nEpoch 0: |          | 2446/? [16:55<00:00,  2.41it/s]\nEpoch 0: |          | 2446/? [16:55<00:00,  2.41it/s]\nEpoch 0: |          | 2447/? [16:56<00:00,  2.41it/s]\nEpoch 0: |          | 2447/? [16:56<00:00,  2.41it/s]\nEpoch 0: |          | 2448/? [16:56<00:00,  2.41it/s]\nEpoch 0: |          | 2448/? [16:56<00:00,  2.41it/s]\nEpoch 0: |          | 2449/? [16:56<00:00,  2.41it/s]\nEpoch 0: |          | 2449/? [16:56<00:00,  2.41it/s]\nEpoch 0: |          | 2450/? [16:57<00:00,  2.41it/s]\nEpoch 0: |          | 2450/? [16:57<00:00,  2.41it/s]\nEpoch 0: |          | 2451/? [16:57<00:00,  2.41it/s]\nEpoch 0: |          | 2451/? [16:57<00:00,  2.41it/s]\nEpoch 0: |          | 2452/? [16:58<00:00,  2.41it/s]\nEpoch 0: |          | 2452/? [16:58<00:00,  2.41it/s]\nEpoch 0: |          | 2453/? [16:58<00:00,  2.41it/s]\nEpoch 0: |          | 2453/? [16:58<00:00,  2.41it/s]\nEpoch 0: |          | 2454/? [16:58<00:00,  2.41it/s]\nEpoch 0: |          | 2454/? [16:58<00:00,  2.41it/s]\nEpoch 0: |          | 2455/? [16:59<00:00,  2.41it/s]\nEpoch 0: |          | 2455/? [16:59<00:00,  2.41it/s]\nEpoch 0: |          | 2456/? [16:59<00:00,  2.41it/s]\nEpoch 0: |          | 2456/? [16:59<00:00,  2.41it/s]\nEpoch 0: |          | 2457/? [16:59<00:00,  2.41it/s]\nEpoch 0: |          | 2457/? [16:59<00:00,  2.41it/s]\nEpoch 0: |          | 2458/? [17:00<00:00,  2.41it/s]\nEpoch 0: |          | 2458/? [17:00<00:00,  2.41it/s]\nEpoch 0: |          | 2459/? [17:00<00:00,  2.41it/s]\nEpoch 0: |          | 2459/? [17:00<00:00,  2.41it/s]\nEpoch 0: |          | 2460/? [17:01<00:00,  2.41it/s]\nEpoch 0: |          | 2460/? [17:01<00:00,  2.41it/s]\nEpoch 0: |          | 2461/? [17:01<00:00,  2.41it/s]\nEpoch 0: |          | 2461/? [17:01<00:00,  2.41it/s]\nEpoch 0: |          | 2462/? [17:01<00:00,  2.41it/s]\nEpoch 0: |          | 2462/? [17:01<00:00,  2.41it/s]\nEpoch 0: |          | 2463/? [17:02<00:00,  2.41it/s]\nEpoch 0: |          | 2463/? [17:02<00:00,  2.41it/s]\nEpoch 0: |          | 2464/? [17:02<00:00,  2.41it/s]\nEpoch 0: |          | 2464/? [17:02<00:00,  2.41it/s]\nEpoch 0: |          | 2465/? [17:02<00:00,  2.41it/s]\nEpoch 0: |          | 2465/? [17:02<00:00,  2.41it/s]\nEpoch 0: |          | 2466/? [17:03<00:00,  2.41it/s]\nEpoch 0: |          | 2466/? [17:03<00:00,  2.41it/s]\nEpoch 0: |          | 2467/? [17:03<00:00,  2.41it/s]\nEpoch 0: |          | 2467/? [17:03<00:00,  2.41it/s]\nEpoch 0: |          | 2468/? [17:04<00:00,  2.41it/s]\nEpoch 0: |          | 2468/? [17:04<00:00,  2.41it/s]\nEpoch 0: |          | 2469/? [17:04<00:00,  2.41it/s]\nEpoch 0: |          | 2469/? [17:04<00:00,  2.41it/s]\nEpoch 0: |          | 2470/? [17:04<00:00,  2.41it/s]\nEpoch 0: |          | 2470/? [17:04<00:00,  2.41it/s]\nEpoch 0: |          | 2471/? [17:05<00:00,  2.41it/s]\nEpoch 0: |          | 2471/? [17:05<00:00,  2.41it/s]\nEpoch 0: |          | 2472/? [17:05<00:00,  2.41it/s]\nEpoch 0: |          | 2472/? [17:05<00:00,  2.41it/s]\nEpoch 0: |          | 2473/? [17:06<00:00,  2.41it/s]\nEpoch 0: |          | 2473/? [17:06<00:00,  2.41it/s]\nEpoch 0: |          | 2474/? [17:06<00:00,  2.41it/s]\nEpoch 0: |          | 2474/? [17:06<00:00,  2.41it/s]\nEpoch 0: |          | 2475/? [17:06<00:00,  2.41it/s]\nEpoch 0: |          | 2475/? [17:06<00:00,  2.41it/s]\nEpoch 0: |          | 2476/? [17:07<00:00,  2.41it/s]\nEpoch 0: |          | 2476/? [17:07<00:00,  2.41it/s]\nEpoch 0: |          | 2477/? [17:07<00:00,  2.41it/s]\nEpoch 0: |          | 2477/? [17:07<00:00,  2.41it/s]\nEpoch 0: |          | 2478/? [17:07<00:00,  2.41it/s]\nEpoch 0: |          | 2478/? [17:07<00:00,  2.41it/s]\nEpoch 0: |          | 2479/? [17:08<00:00,  2.41it/s]\nEpoch 0: |          | 2479/? [17:08<00:00,  2.41it/s]\nEpoch 0: |          | 2480/? [17:08<00:00,  2.41it/s]\nEpoch 0: |          | 2480/? [17:08<00:00,  2.41it/s]\nEpoch 0: |          | 2481/? [17:09<00:00,  2.41it/s]\nEpoch 0: |          | 2481/? [17:09<00:00,  2.41it/s]\nEpoch 0: |          | 2482/? [17:09<00:00,  2.41it/s]\nEpoch 0: |          | 2482/? [17:09<00:00,  2.41it/s]\nEpoch 0: |          | 2483/? [17:09<00:00,  2.41it/s]\nEpoch 0: |          | 2483/? [17:09<00:00,  2.41it/s]\nEpoch 0: |          | 2484/? [17:10<00:00,  2.41it/s]\nEpoch 0: |          | 2484/? [17:10<00:00,  2.41it/s]\nEpoch 0: |          | 2485/? [17:10<00:00,  2.41it/s]\nEpoch 0: |          | 2485/? [17:10<00:00,  2.41it/s]\nEpoch 0: |          | 2486/? [17:10<00:00,  2.41it/s]\nEpoch 0: |          | 2486/? [17:10<00:00,  2.41it/s]\nEpoch 0: |          | 2487/? [17:11<00:00,  2.41it/s]\nEpoch 0: |          | 2487/? [17:11<00:00,  2.41it/s]\nEpoch 0: |          | 2488/? [17:11<00:00,  2.41it/s]\nEpoch 0: |          | 2488/? [17:11<00:00,  2.41it/s]\nEpoch 0: |          | 2489/? [17:12<00:00,  2.41it/s]\nEpoch 0: |          | 2489/? [17:12<00:00,  2.41it/s]\nEpoch 0: |          | 2490/? [17:12<00:00,  2.41it/s]\nEpoch 0: |          | 2490/? [17:12<00:00,  2.41it/s]\nEpoch 0: |          | 2491/? [17:12<00:00,  2.41it/s]\nEpoch 0: |          | 2491/? [17:12<00:00,  2.41it/s]\nEpoch 0: |          | 2492/? [17:13<00:00,  2.41it/s]\nEpoch 0: |          | 2492/? [17:13<00:00,  2.41it/s]\nEpoch 0: |          | 2493/? [17:13<00:00,  2.41it/s]\nEpoch 0: |          | 2493/? [17:13<00:00,  2.41it/s]\nEpoch 0: |          | 2494/? [17:14<00:00,  2.41it/s]\nEpoch 0: |          | 2494/? [17:14<00:00,  2.41it/s]\nEpoch 0: |          | 2495/? [17:14<00:00,  2.41it/s]\nEpoch 0: |          | 2495/? [17:14<00:00,  2.41it/s]\nEpoch 0: |          | 2496/? [17:14<00:00,  2.41it/s]\nEpoch 0: |          | 2496/? [17:14<00:00,  2.41it/s]\nEpoch 0: |          | 2497/? [17:15<00:00,  2.41it/s]\nEpoch 0: |          | 2497/? [17:15<00:00,  2.41it/s]\nEpoch 0: |          | 2498/? [17:15<00:00,  2.41it/s]\nEpoch 0: |          | 2498/? [17:15<00:00,  2.41it/s]\nEpoch 0: |          | 2499/? [17:15<00:00,  2.41it/s]\nEpoch 0: |          | 2499/? [17:15<00:00,  2.41it/s]\nEpoch 0: |          | 2500/? [17:16<00:00,  2.41it/s]\nEpoch 0: |          | 2500/? [17:16<00:00,  2.41it/s]\nEpoch 0: |          | 2501/? [17:16<00:00,  2.41it/s]\nEpoch 0: |          | 2501/? [17:16<00:00,  2.41it/s]\nEpoch 0: |          | 2502/? [17:17<00:00,  2.41it/s]\nEpoch 0: |          | 2502/? [17:17<00:00,  2.41it/s]\nEpoch 0: |          | 2503/? [17:17<00:00,  2.41it/s]\nEpoch 0: |          | 2503/? [17:17<00:00,  2.41it/s]\nEpoch 0: |          | 2504/? [17:17<00:00,  2.41it/s]\nEpoch 0: |          | 2504/? [17:17<00:00,  2.41it/s]\nEpoch 0: |          | 2505/? [17:18<00:00,  2.41it/s]\nEpoch 0: |          | 2505/? [17:18<00:00,  2.41it/s]\nEpoch 0: |          | 2506/? [17:18<00:00,  2.41it/s]\nEpoch 0: |          | 2506/? [17:18<00:00,  2.41it/s]\nEpoch 0: |          | 2507/? [17:18<00:00,  2.41it/s]\nEpoch 0: |          | 2507/? [17:18<00:00,  2.41it/s]\nEpoch 0: |          | 2508/? [17:19<00:00,  2.41it/s]\nEpoch 0: |          | 2508/? [17:19<00:00,  2.41it/s]\nEpoch 0: |          | 2509/? [17:19<00:00,  2.41it/s]\nEpoch 0: |          | 2509/? [17:19<00:00,  2.41it/s]\nEpoch 0: |          | 2510/? [17:20<00:00,  2.41it/s]\nEpoch 0: |          | 2510/? [17:20<00:00,  2.41it/s]\nEpoch 0: |          | 2511/? [17:20<00:00,  2.41it/s]\nEpoch 0: |          | 2511/? [17:20<00:00,  2.41it/s]\nEpoch 0: |          | 2512/? [17:20<00:00,  2.41it/s]\nEpoch 0: |          | 2512/? [17:20<00:00,  2.41it/s]\nEpoch 0: |          | 2513/? [17:21<00:00,  2.41it/s]\nEpoch 0: |          | 2513/? [17:21<00:00,  2.41it/s]\nEpoch 0: |          | 2514/? [17:21<00:00,  2.41it/s]\nEpoch 0: |          | 2514/? [17:21<00:00,  2.41it/s]\nEpoch 0: |          | 2515/? [17:22<00:00,  2.41it/s]\nEpoch 0: |          | 2515/? [17:22<00:00,  2.41it/s]\nEpoch 0: |          | 2516/? [17:22<00:00,  2.41it/s]\nEpoch 0: |          | 2516/? [17:22<00:00,  2.41it/s]\nEpoch 0: |          | 2517/? [17:22<00:00,  2.41it/s]\nEpoch 0: |          | 2517/? [17:22<00:00,  2.41it/s]\nEpoch 0: |          | 2518/? [17:23<00:00,  2.41it/s]\nEpoch 0: |          | 2518/? [17:23<00:00,  2.41it/s]\nEpoch 0: |          | 2519/? [17:23<00:00,  2.41it/s]\nEpoch 0: |          | 2519/? [17:23<00:00,  2.41it/s]\nEpoch 0: |          | 2520/? [17:23<00:00,  2.41it/s]\nEpoch 0: |          | 2520/? [17:23<00:00,  2.41it/s]\nEpoch 0: |          | 2521/? [17:24<00:00,  2.41it/s]\nEpoch 0: |          | 2521/? [17:24<00:00,  2.41it/s]\nEpoch 0: |          | 2522/? [17:24<00:00,  2.41it/s]\nEpoch 0: |          | 2522/? [17:24<00:00,  2.41it/s]\nEpoch 0: |          | 2523/? [17:25<00:00,  2.41it/s]\nEpoch 0: |          | 2523/? [17:25<00:00,  2.41it/s]\nEpoch 0: |          | 2524/? [17:25<00:00,  2.41it/s]\nEpoch 0: |          | 2524/? [17:25<00:00,  2.41it/s]\nEpoch 0: |          | 2525/? [17:25<00:00,  2.41it/s]\nEpoch 0: |          | 2525/? [17:25<00:00,  2.41it/s]\nEpoch 0: |          | 2526/? [17:26<00:00,  2.41it/s]\nEpoch 0: |          | 2526/? [17:26<00:00,  2.41it/s]\nEpoch 0: |          | 2527/? [17:26<00:00,  2.41it/s]\nEpoch 0: |          | 2527/? [17:26<00:00,  2.41it/s]\nEpoch 0: |          | 2528/? [17:26<00:00,  2.41it/s]\nEpoch 0: |          | 2528/? [17:26<00:00,  2.41it/s]\nEpoch 0: |          | 2529/? [17:27<00:00,  2.41it/s]\nEpoch 0: |          | 2529/? [17:27<00:00,  2.41it/s]\nEpoch 0: |          | 2530/? [17:27<00:00,  2.41it/s]\nEpoch 0: |          | 2530/? [17:27<00:00,  2.41it/s]\nEpoch 0: |          | 2531/? [17:28<00:00,  2.41it/s]\nEpoch 0: |          | 2531/? [17:28<00:00,  2.41it/s]\nEpoch 0: |          | 2532/? [17:28<00:00,  2.41it/s]\nEpoch 0: |          | 2532/? [17:28<00:00,  2.41it/s]\nEpoch 0: |          | 2533/? [17:28<00:00,  2.42it/s]\nEpoch 0: |          | 2533/? [17:28<00:00,  2.42it/s]\nEpoch 0: |          | 2534/? [17:29<00:00,  2.42it/s]\nEpoch 0: |          | 2534/? [17:29<00:00,  2.42it/s]\nEpoch 0: |          | 2535/? [17:29<00:00,  2.42it/s]\nEpoch 0: |          | 2535/? [17:29<00:00,  2.42it/s]\nEpoch 0: |          | 2536/? [17:29<00:00,  2.42it/s]\nEpoch 0: |          | 2536/? [17:29<00:00,  2.42it/s]\nEpoch 0: |          | 2537/? [17:30<00:00,  2.42it/s]\nEpoch 0: |          | 2537/? [17:30<00:00,  2.42it/s]\nEpoch 0: |          | 2538/? [17:30<00:00,  2.42it/s]\nEpoch 0: |          | 2538/? [17:30<00:00,  2.42it/s]\nEpoch 0: |          | 2539/? [17:31<00:00,  2.42it/s]\nEpoch 0: |          | 2539/? [17:31<00:00,  2.42it/s]\nEpoch 0: |          | 2540/? [17:31<00:00,  2.42it/s]\nEpoch 0: |          | 2540/? [17:31<00:00,  2.42it/s]\nEpoch 0: |          | 2541/? [17:31<00:00,  2.42it/s]\nEpoch 0: |          | 2541/? [17:31<00:00,  2.42it/s]\nEpoch 0: |          | 2542/? [17:32<00:00,  2.42it/s]\nEpoch 0: |          | 2542/? [17:32<00:00,  2.42it/s]\nEpoch 0: |          | 2543/? [17:32<00:00,  2.42it/s]\nEpoch 0: |          | 2543/? [17:32<00:00,  2.42it/s]\nEpoch 0: |          | 2544/? [17:33<00:00,  2.42it/s]\nEpoch 0: |          | 2544/? [17:33<00:00,  2.42it/s]\nEpoch 0: |          | 2545/? [17:33<00:00,  2.42it/s]\nEpoch 0: |          | 2545/? [17:33<00:00,  2.42it/s]\nEpoch 0: |          | 2546/? [17:33<00:00,  2.42it/s]\nEpoch 0: |          | 2546/? [17:33<00:00,  2.42it/s]\nEpoch 0: |          | 2547/? [17:34<00:00,  2.42it/s]\nEpoch 0: |          | 2547/? [17:34<00:00,  2.42it/s]\nEpoch 0: |          | 2548/? [17:34<00:00,  2.42it/s]\nEpoch 0: |          | 2548/? [17:34<00:00,  2.42it/s]\nEpoch 0: |          | 2549/? [17:34<00:00,  2.42it/s]\nEpoch 0: |          | 2549/? [17:34<00:00,  2.42it/s]\nEpoch 0: |          | 2550/? [17:35<00:00,  2.42it/s]\nEpoch 0: |          | 2550/? [17:35<00:00,  2.42it/s]\nEpoch 0: |          | 2551/? [17:35<00:00,  2.42it/s]\nEpoch 0: |          | 2551/? [17:35<00:00,  2.42it/s]\nEpoch 0: |          | 2552/? [17:36<00:00,  2.42it/s]\nEpoch 0: |          | 2552/? [17:36<00:00,  2.42it/s]\nEpoch 0: |          | 2553/? [17:36<00:00,  2.42it/s]\nEpoch 0: |          | 2553/? [17:36<00:00,  2.42it/s]\nEpoch 0: |          | 2554/? [17:36<00:00,  2.42it/s]\nEpoch 0: |          | 2554/? [17:36<00:00,  2.42it/s]\nEpoch 0: |          | 2555/? [17:37<00:00,  2.42it/s]\nEpoch 0: |          | 2555/? [17:37<00:00,  2.42it/s]\nEpoch 0: |          | 2556/? [17:37<00:00,  2.42it/s]\nEpoch 0: |          | 2556/? [17:37<00:00,  2.42it/s]\nEpoch 0: |          | 2557/? [17:37<00:00,  2.42it/s]\nEpoch 0: |          | 2557/? [17:37<00:00,  2.42it/s]\nEpoch 0: |          | 2558/? [17:38<00:00,  2.42it/s]\nEpoch 0: |          | 2558/? [17:38<00:00,  2.42it/s]\nEpoch 0: |          | 2559/? [17:38<00:00,  2.42it/s]\nEpoch 0: |          | 2559/? [17:38<00:00,  2.42it/s]\nEpoch 0: |          | 2560/? [17:39<00:00,  2.42it/s]\nEpoch 0: |          | 2560/? [17:39<00:00,  2.42it/s]\nEpoch 0: |          | 2561/? [17:39<00:00,  2.42it/s]\nEpoch 0: |          | 2561/? [17:39<00:00,  2.42it/s]\nEpoch 0: |          | 2562/? [17:39<00:00,  2.42it/s]\nEpoch 0: |          | 2562/? [17:39<00:00,  2.42it/s]\nEpoch 0: |          | 2563/? [17:40<00:00,  2.42it/s]\nEpoch 0: |          | 2563/? [17:40<00:00,  2.42it/s]\nEpoch 0: |          | 2564/? [17:40<00:00,  2.42it/s]\nEpoch 0: |          | 2564/? [17:40<00:00,  2.42it/s]\nEpoch 0: |          | 2565/? [17:40<00:00,  2.42it/s]\nEpoch 0: |          | 2565/? [17:40<00:00,  2.42it/s]\nEpoch 0: |          | 2566/? [17:41<00:00,  2.42it/s]\nEpoch 0: |          | 2566/? [17:41<00:00,  2.42it/s]\nEpoch 0: |          | 2567/? [17:41<00:00,  2.42it/s]\nEpoch 0: |          | 2567/? [17:41<00:00,  2.42it/s]\nEpoch 0: |          | 2568/? [17:42<00:00,  2.42it/s]\nEpoch 0: |          | 2568/? [17:42<00:00,  2.42it/s]\nEpoch 0: |          | 2569/? [17:42<00:00,  2.42it/s]\nEpoch 0: |          | 2569/? [17:42<00:00,  2.42it/s]\nEpoch 0: |          | 2570/? [17:42<00:00,  2.42it/s]\nEpoch 0: |          | 2570/? [17:42<00:00,  2.42it/s]\nEpoch 0: |          | 2571/? [17:43<00:00,  2.42it/s]\nEpoch 0: |          | 2571/? [17:43<00:00,  2.42it/s]\nEpoch 0: |          | 2572/? [17:43<00:00,  2.42it/s]\nEpoch 0: |          | 2572/? [17:43<00:00,  2.42it/s]\nEpoch 0: |          | 2573/? [17:44<00:00,  2.42it/s]\nEpoch 0: |          | 2573/? [17:44<00:00,  2.42it/s]\nEpoch 0: |          | 2574/? [17:44<00:00,  2.42it/s]\nEpoch 0: |          | 2574/? [17:44<00:00,  2.42it/s]\nEpoch 0: |          | 2575/? [17:44<00:00,  2.42it/s]\nEpoch 0: |          | 2575/? [17:44<00:00,  2.42it/s]\nEpoch 0: |          | 2576/? [17:45<00:00,  2.42it/s]\nEpoch 0: |          | 2576/? [17:45<00:00,  2.42it/s]\nEpoch 0: |          | 2577/? [17:45<00:00,  2.42it/s]\nEpoch 0: |          | 2577/? [17:45<00:00,  2.42it/s]\nEpoch 0: |          | 2578/? [17:45<00:00,  2.42it/s]\nEpoch 0: |          | 2578/? [17:45<00:00,  2.42it/s]\nEpoch 0: |          | 2579/? [17:46<00:00,  2.42it/s]\nEpoch 0: |          | 2579/? [17:46<00:00,  2.42it/s]\nEpoch 0: |          | 2580/? [17:46<00:00,  2.42it/s]\nEpoch 0: |          | 2580/? [17:46<00:00,  2.42it/s]\nEpoch 0: |          | 2581/? [17:47<00:00,  2.42it/s]\nEpoch 0: |          | 2581/? [17:47<00:00,  2.42it/s]\nEpoch 0: |          | 2582/? [17:47<00:00,  2.42it/s]\nEpoch 0: |          | 2582/? [17:47<00:00,  2.42it/s]\nEpoch 0: |          | 2583/? [17:47<00:00,  2.42it/s]\nEpoch 0: |          | 2583/? [17:47<00:00,  2.42it/s]\nEpoch 0: |          | 2584/? [17:48<00:00,  2.42it/s]\nEpoch 0: |          | 2584/? [17:48<00:00,  2.42it/s]\nEpoch 0: |          | 2585/? [17:48<00:00,  2.42it/s]\nEpoch 0: |          | 2585/? [17:48<00:00,  2.42it/s]\nEpoch 0: |          | 2586/? [17:48<00:00,  2.42it/s]\nEpoch 0: |          | 2586/? [17:48<00:00,  2.42it/s]\nEpoch 0: |          | 2587/? [17:49<00:00,  2.42it/s]\nEpoch 0: |          | 2587/? [17:49<00:00,  2.42it/s]\nEpoch 0: |          | 2588/? [17:49<00:00,  2.42it/s]\nEpoch 0: |          | 2588/? [17:49<00:00,  2.42it/s]\nEpoch 0: |          | 2589/? [17:50<00:00,  2.42it/s]\nEpoch 0: |          | 2589/? [17:50<00:00,  2.42it/s]\nEpoch 0: |          | 2590/? [17:50<00:00,  2.42it/s]\nEpoch 0: |          | 2590/? [17:50<00:00,  2.42it/s]\nEpoch 0: |          | 2591/? [17:50<00:00,  2.42it/s]\nEpoch 0: |          | 2591/? [17:50<00:00,  2.42it/s]\nEpoch 0: |          | 2592/? [17:51<00:00,  2.42it/s]\nEpoch 0: |          | 2592/? [17:51<00:00,  2.42it/s]\nEpoch 0: |          | 2593/? [17:51<00:00,  2.42it/s]\nEpoch 0: |          | 2593/? [17:51<00:00,  2.42it/s]\nEpoch 0: |          | 2594/? [17:51<00:00,  2.42it/s]\nEpoch 0: |          | 2594/? [17:51<00:00,  2.42it/s]\nEpoch 0: |          | 2595/? [17:52<00:00,  2.42it/s]\nEpoch 0: |          | 2595/? [17:52<00:00,  2.42it/s]\nEpoch 0: |          | 2596/? [17:52<00:00,  2.42it/s]\nEpoch 0: |          | 2596/? [17:52<00:00,  2.42it/s]\nEpoch 0: |          | 2597/? [17:53<00:00,  2.42it/s]\nEpoch 0: |          | 2597/? [17:53<00:00,  2.42it/s]\nEpoch 0: |          | 2598/? [17:53<00:00,  2.42it/s]\nEpoch 0: |          | 2598/? [17:53<00:00,  2.42it/s]\nEpoch 0: |          | 2599/? [17:53<00:00,  2.42it/s]\nEpoch 0: |          | 2599/? [17:53<00:00,  2.42it/s]\nEpoch 0: |          | 2600/? [17:54<00:00,  2.42it/s]\nEpoch 0: |          | 2600/? [17:54<00:00,  2.42it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  9.35it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.75it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.80it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.72it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 2600/? [17:54<00:00,  2.42it/s]\nEpoch 0: |          | 2601/? [17:55<00:00,  2.42it/s]\nEpoch 0: |          | 2601/? [17:55<00:00,  2.42it/s]\nEpoch 0: |          | 2602/? [17:55<00:00,  2.42it/s]\nEpoch 0: |          | 2602/? [17:55<00:00,  2.42it/s]\nEpoch 0: |          | 2603/? [17:55<00:00,  2.42it/s]\nEpoch 0: |          | 2603/? [17:55<00:00,  2.42it/s]\nEpoch 0: |          | 2604/? [17:56<00:00,  2.42it/s]\nEpoch 0: |          | 2604/? [17:56<00:00,  2.42it/s]\nEpoch 0: |          | 2605/? [17:56<00:00,  2.42it/s]\nEpoch 0: |          | 2605/? [17:56<00:00,  2.42it/s]\nEpoch 0: |          | 2606/? [17:56<00:00,  2.42it/s]\nEpoch 0: |          | 2606/? [17:56<00:00,  2.42it/s]\nEpoch 0: |          | 2607/? [17:57<00:00,  2.42it/s]\nEpoch 0: |          | 2607/? [17:57<00:00,  2.42it/s]\nEpoch 0: |          | 2608/? [17:57<00:00,  2.42it/s]\nEpoch 0: |          | 2608/? [17:57<00:00,  2.42it/s]\nEpoch 0: |          | 2609/? [17:58<00:00,  2.42it/s]\nEpoch 0: |          | 2609/? [17:58<00:00,  2.42it/s]\nEpoch 0: |          | 2610/? [17:58<00:00,  2.42it/s]\nEpoch 0: |          | 2610/? [17:58<00:00,  2.42it/s]\nEpoch 0: |          | 2611/? [17:58<00:00,  2.42it/s]\nEpoch 0: |          | 2611/? [17:58<00:00,  2.42it/s]\nEpoch 0: |          | 2612/? [17:59<00:00,  2.42it/s]\nEpoch 0: |          | 2612/? [17:59<00:00,  2.42it/s]\nEpoch 0: |          | 2613/? [17:59<00:00,  2.42it/s]\nEpoch 0: |          | 2613/? [17:59<00:00,  2.42it/s]\nEpoch 0: |          | 2614/? [18:00<00:00,  2.42it/s]\nEpoch 0: |          | 2614/? [18:00<00:00,  2.42it/s]\nEpoch 0: |          | 2615/? [18:00<00:00,  2.42it/s]\nEpoch 0: |          | 2615/? [18:00<00:00,  2.42it/s]\nEpoch 0: |          | 2616/? [18:00<00:00,  2.42it/s]\nEpoch 0: |          | 2616/? [18:00<00:00,  2.42it/s]\nEpoch 0: |          | 2617/? [18:01<00:00,  2.42it/s]\nEpoch 0: |          | 2617/? [18:01<00:00,  2.42it/s]\nEpoch 0: |          | 2618/? [18:01<00:00,  2.42it/s]\nEpoch 0: |          | 2618/? [18:01<00:00,  2.42it/s]\nEpoch 0: |          | 2619/? [18:01<00:00,  2.42it/s]\nEpoch 0: |          | 2619/? [18:01<00:00,  2.42it/s]\nEpoch 0: |          | 2620/? [18:02<00:00,  2.42it/s]\nEpoch 0: |          | 2620/? [18:02<00:00,  2.42it/s]\nEpoch 0: |          | 2621/? [18:02<00:00,  2.42it/s]\nEpoch 0: |          | 2621/? [18:02<00:00,  2.42it/s]\nEpoch 0: |          | 2622/? [18:03<00:00,  2.42it/s]\nEpoch 0: |          | 2622/? [18:03<00:00,  2.42it/s]\nEpoch 0: |          | 2623/? [18:03<00:00,  2.42it/s]\nEpoch 0: |          | 2623/? [18:03<00:00,  2.42it/s]\nEpoch 0: |          | 2624/? [18:03<00:00,  2.42it/s]\nEpoch 0: |          | 2624/? [18:03<00:00,  2.42it/s]\nEpoch 0: |          | 2625/? [18:04<00:00,  2.42it/s]\nEpoch 0: |          | 2625/? [18:04<00:00,  2.42it/s]\nEpoch 0: |          | 2626/? [18:04<00:00,  2.42it/s]\nEpoch 0: |          | 2626/? [18:04<00:00,  2.42it/s]\nEpoch 0: |          | 2627/? [18:04<00:00,  2.42it/s]\nEpoch 0: |          | 2627/? [18:04<00:00,  2.42it/s]\nEpoch 0: |          | 2628/? [18:05<00:00,  2.42it/s]\nEpoch 0: |          | 2628/? [18:05<00:00,  2.42it/s]\nEpoch 0: |          | 2629/? [18:05<00:00,  2.42it/s]\nEpoch 0: |          | 2629/? [18:05<00:00,  2.42it/s]\nEpoch 0: |          | 2630/? [18:06<00:00,  2.42it/s]\nEpoch 0: |          | 2630/? [18:06<00:00,  2.42it/s]\nEpoch 0: |          | 2631/? [18:06<00:00,  2.42it/s]\nEpoch 0: |          | 2631/? [18:06<00:00,  2.42it/s]\nEpoch 0: |          | 2632/? [18:06<00:00,  2.42it/s]\nEpoch 0: |          | 2632/? [18:06<00:00,  2.42it/s]\nEpoch 0: |          | 2633/? [18:07<00:00,  2.42it/s]\nEpoch 0: |          | 2633/? [18:07<00:00,  2.42it/s]\nEpoch 0: |          | 2634/? [18:07<00:00,  2.42it/s]\nEpoch 0: |          | 2634/? [18:07<00:00,  2.42it/s]\nEpoch 0: |          | 2635/? [18:07<00:00,  2.42it/s]\nEpoch 0: |          | 2635/? [18:07<00:00,  2.42it/s]\nEpoch 0: |          | 2636/? [18:08<00:00,  2.42it/s]\nEpoch 0: |          | 2636/? [18:08<00:00,  2.42it/s]\nEpoch 0: |          | 2637/? [18:08<00:00,  2.42it/s]\nEpoch 0: |          | 2637/? [18:08<00:00,  2.42it/s]\nEpoch 0: |          | 2638/? [18:09<00:00,  2.42it/s]\nEpoch 0: |          | 2638/? [18:09<00:00,  2.42it/s]\nEpoch 0: |          | 2639/? [18:09<00:00,  2.42it/s]\nEpoch 0: |          | 2639/? [18:09<00:00,  2.42it/s]\nEpoch 0: |          | 2640/? [18:09<00:00,  2.42it/s]\nEpoch 0: |          | 2640/? [18:09<00:00,  2.42it/s]\nEpoch 0: |          | 2641/? [18:10<00:00,  2.42it/s]\nEpoch 0: |          | 2641/? [18:10<00:00,  2.42it/s]\nEpoch 0: |          | 2642/? [18:10<00:00,  2.42it/s]\nEpoch 0: |          | 2642/? [18:10<00:00,  2.42it/s]\nEpoch 0: |          | 2643/? [18:10<00:00,  2.42it/s]\nEpoch 0: |          | 2643/? [18:10<00:00,  2.42it/s]\nEpoch 0: |          | 2644/? [18:11<00:00,  2.42it/s]\nEpoch 0: |          | 2644/? [18:11<00:00,  2.42it/s]\nEpoch 0: |          | 2645/? [18:11<00:00,  2.42it/s]\nEpoch 0: |          | 2645/? [18:11<00:00,  2.42it/s]\nEpoch 0: |          | 2646/? [18:12<00:00,  2.42it/s]\nEpoch 0: |          | 2646/? [18:12<00:00,  2.42it/s]\nEpoch 0: |          | 2647/? [18:12<00:00,  2.42it/s]\nEpoch 0: |          | 2647/? [18:12<00:00,  2.42it/s]\nEpoch 0: |          | 2648/? [18:12<00:00,  2.42it/s]\nEpoch 0: |          | 2648/? [18:12<00:00,  2.42it/s]\nEpoch 0: |          | 2649/? [18:13<00:00,  2.42it/s]\nEpoch 0: |          | 2649/? [18:13<00:00,  2.42it/s]\nEpoch 0: |          | 2650/? [18:13<00:00,  2.42it/s]\nEpoch 0: |          | 2650/? [18:13<00:00,  2.42it/s]\nEpoch 0: |          | 2651/? [18:14<00:00,  2.42it/s]\nEpoch 0: |          | 2651/? [18:14<00:00,  2.42it/s]\nEpoch 0: |          | 2652/? [18:14<00:00,  2.42it/s]\nEpoch 0: |          | 2652/? [18:14<00:00,  2.42it/s]\nEpoch 0: |          | 2653/? [18:14<00:00,  2.42it/s]\nEpoch 0: |          | 2653/? [18:14<00:00,  2.42it/s]\nEpoch 0: |          | 2654/? [18:15<00:00,  2.42it/s]\nEpoch 0: |          | 2654/? [18:15<00:00,  2.42it/s]\nEpoch 0: |          | 2655/? [18:15<00:00,  2.42it/s]\nEpoch 0: |          | 2655/? [18:15<00:00,  2.42it/s]\nEpoch 0: |          | 2656/? [18:15<00:00,  2.42it/s]\nEpoch 0: |          | 2656/? [18:15<00:00,  2.42it/s]\nEpoch 0: |          | 2657/? [18:16<00:00,  2.42it/s]\nEpoch 0: |          | 2657/? [18:16<00:00,  2.42it/s]\nEpoch 0: |          | 2658/? [18:16<00:00,  2.42it/s]\nEpoch 0: |          | 2658/? [18:16<00:00,  2.42it/s]\nEpoch 0: |          | 2659/? [18:17<00:00,  2.42it/s]\nEpoch 0: |          | 2659/? [18:17<00:00,  2.42it/s]\nEpoch 0: |          | 2660/? [18:17<00:00,  2.42it/s]\nEpoch 0: |          | 2660/? [18:17<00:00,  2.42it/s]\nEpoch 0: |          | 2661/? [18:17<00:00,  2.42it/s]\nEpoch 0: |          | 2661/? [18:17<00:00,  2.42it/s]\nEpoch 0: |          | 2662/? [18:18<00:00,  2.42it/s]\nEpoch 0: |          | 2662/? [18:18<00:00,  2.42it/s]\nEpoch 0: |          | 2663/? [18:18<00:00,  2.42it/s]\nEpoch 0: |          | 2663/? [18:18<00:00,  2.42it/s]\nEpoch 0: |          | 2664/? [18:18<00:00,  2.42it/s]\nEpoch 0: |          | 2664/? [18:18<00:00,  2.42it/s]\nEpoch 0: |          | 2665/? [18:19<00:00,  2.42it/s]\nEpoch 0: |          | 2665/? [18:19<00:00,  2.42it/s]\nEpoch 0: |          | 2666/? [18:19<00:00,  2.42it/s]\nEpoch 0: |          | 2666/? [18:19<00:00,  2.42it/s]\nEpoch 0: |          | 2667/? [18:20<00:00,  2.42it/s]\nEpoch 0: |          | 2667/? [18:20<00:00,  2.42it/s]\nEpoch 0: |          | 2668/? [18:20<00:00,  2.42it/s]\nEpoch 0: |          | 2668/? [18:20<00:00,  2.42it/s]\nEpoch 0: |          | 2669/? [18:20<00:00,  2.42it/s]\nEpoch 0: |          | 2669/? [18:20<00:00,  2.42it/s]\nEpoch 0: |          | 2670/? [18:21<00:00,  2.42it/s]\nEpoch 0: |          | 2670/? [18:21<00:00,  2.42it/s]\nEpoch 0: |          | 2671/? [18:21<00:00,  2.42it/s]\nEpoch 0: |          | 2671/? [18:21<00:00,  2.42it/s]\nEpoch 0: |          | 2672/? [18:21<00:00,  2.42it/s]\nEpoch 0: |          | 2672/? [18:21<00:00,  2.42it/s]\nEpoch 0: |          | 2673/? [18:22<00:00,  2.42it/s]\nEpoch 0: |          | 2673/? [18:22<00:00,  2.42it/s]\nEpoch 0: |          | 2674/? [18:22<00:00,  2.42it/s]\nEpoch 0: |          | 2674/? [18:22<00:00,  2.42it/s]\nEpoch 0: |          | 2675/? [18:23<00:00,  2.42it/s]\nEpoch 0: |          | 2675/? [18:23<00:00,  2.42it/s]\nEpoch 0: |          | 2676/? [18:23<00:00,  2.43it/s]\nEpoch 0: |          | 2676/? [18:23<00:00,  2.43it/s]\nEpoch 0: |          | 2677/? [18:23<00:00,  2.43it/s]\nEpoch 0: |          | 2677/? [18:23<00:00,  2.43it/s]\nEpoch 0: |          | 2678/? [18:24<00:00,  2.43it/s]\nEpoch 0: |          | 2678/? [18:24<00:00,  2.43it/s]\nEpoch 0: |          | 2679/? [18:24<00:00,  2.43it/s]\nEpoch 0: |          | 2679/? [18:24<00:00,  2.43it/s]\nEpoch 0: |          | 2680/? [18:25<00:00,  2.43it/s]\nEpoch 0: |          | 2680/? [18:25<00:00,  2.43it/s]\nEpoch 0: |          | 2681/? [18:25<00:00,  2.43it/s]\nEpoch 0: |          | 2681/? [18:25<00:00,  2.43it/s]\nEpoch 0: |          | 2682/? [18:25<00:00,  2.43it/s]\nEpoch 0: |          | 2682/? [18:25<00:00,  2.43it/s]\nEpoch 0: |          | 2683/? [18:26<00:00,  2.43it/s]\nEpoch 0: |          | 2683/? [18:26<00:00,  2.43it/s]\nEpoch 0: |          | 2684/? [18:26<00:00,  2.43it/s]\nEpoch 0: |          | 2684/? [18:26<00:00,  2.43it/s]\nEpoch 0: |          | 2685/? [18:26<00:00,  2.43it/s]\nEpoch 0: |          | 2685/? [18:26<00:00,  2.43it/s]\nEpoch 0: |          | 2686/? [18:27<00:00,  2.43it/s]\nEpoch 0: |          | 2686/? [18:27<00:00,  2.43it/s]\nEpoch 0: |          | 2687/? [18:27<00:00,  2.43it/s]\nEpoch 0: |          | 2687/? [18:27<00:00,  2.43it/s]\nEpoch 0: |          | 2688/? [18:28<00:00,  2.43it/s]\nEpoch 0: |          | 2688/? [18:28<00:00,  2.43it/s]\nEpoch 0: |          | 2689/? [18:28<00:00,  2.43it/s]\nEpoch 0: |          | 2689/? [18:28<00:00,  2.43it/s]\nEpoch 0: |          | 2690/? [18:28<00:00,  2.43it/s]\nEpoch 0: |          | 2690/? [18:28<00:00,  2.43it/s]\nEpoch 0: |          | 2691/? [18:29<00:00,  2.43it/s]\nEpoch 0: |          | 2691/? [18:29<00:00,  2.43it/s]\nEpoch 0: |          | 2692/? [18:29<00:00,  2.43it/s]\nEpoch 0: |          | 2692/? [18:29<00:00,  2.43it/s]\nEpoch 0: |          | 2693/? [18:29<00:00,  2.43it/s]\nEpoch 0: |          | 2693/? [18:29<00:00,  2.43it/s]\nEpoch 0: |          | 2694/? [18:30<00:00,  2.43it/s]\nEpoch 0: |          | 2694/? [18:30<00:00,  2.43it/s]\nEpoch 0: |          | 2695/? [18:30<00:00,  2.43it/s]\nEpoch 0: |          | 2695/? [18:30<00:00,  2.43it/s]\nEpoch 0: |          | 2696/? [18:31<00:00,  2.43it/s]\nEpoch 0: |          | 2696/? [18:31<00:00,  2.43it/s]\nEpoch 0: |          | 2697/? [18:31<00:00,  2.43it/s]\nEpoch 0: |          | 2697/? [18:31<00:00,  2.43it/s]\nEpoch 0: |          | 2698/? [18:31<00:00,  2.43it/s]\nEpoch 0: |          | 2698/? [18:31<00:00,  2.43it/s]\nEpoch 0: |          | 2699/? [18:32<00:00,  2.43it/s]\nEpoch 0: |          | 2699/? [18:32<00:00,  2.43it/s]\nEpoch 0: |          | 2700/? [18:32<00:00,  2.43it/s]\nEpoch 0: |          | 2700/? [18:32<00:00,  2.43it/s]\nEpoch 0: |          | 2701/? [18:32<00:00,  2.43it/s]\nEpoch 0: |          | 2701/? [18:32<00:00,  2.43it/s]\nEpoch 0: |          | 2702/? [18:33<00:00,  2.43it/s]\nEpoch 0: |          | 2702/? [18:33<00:00,  2.43it/s]\nEpoch 0: |          | 2703/? [18:33<00:00,  2.43it/s]\nEpoch 0: |          | 2703/? [18:33<00:00,  2.43it/s]\nEpoch 0: |          | 2704/? [18:34<00:00,  2.43it/s]\nEpoch 0: |          | 2704/? [18:34<00:00,  2.43it/s]\nEpoch 0: |          | 2705/? [18:34<00:00,  2.43it/s]\nEpoch 0: |          | 2705/? [18:34<00:00,  2.43it/s]\nEpoch 0: |          | 2706/? [18:34<00:00,  2.43it/s]\nEpoch 0: |          | 2706/? [18:34<00:00,  2.43it/s]\nEpoch 0: |          | 2707/? [18:35<00:00,  2.43it/s]\nEpoch 0: |          | 2707/? [18:35<00:00,  2.43it/s]\nEpoch 0: |          | 2708/? [18:35<00:00,  2.43it/s]\nEpoch 0: |          | 2708/? [18:35<00:00,  2.43it/s]\nEpoch 0: |          | 2709/? [18:35<00:00,  2.43it/s]\nEpoch 0: |          | 2709/? [18:35<00:00,  2.43it/s]\nEpoch 0: |          | 2710/? [18:36<00:00,  2.43it/s]\nEpoch 0: |          | 2710/? [18:36<00:00,  2.43it/s]\nEpoch 0: |          | 2711/? [18:36<00:00,  2.43it/s]\nEpoch 0: |          | 2711/? [18:36<00:00,  2.43it/s]\nEpoch 0: |          | 2712/? [18:37<00:00,  2.43it/s]\nEpoch 0: |          | 2712/? [18:37<00:00,  2.43it/s]\nEpoch 0: |          | 2713/? [18:37<00:00,  2.43it/s]\nEpoch 0: |          | 2713/? [18:37<00:00,  2.43it/s]\nEpoch 0: |          | 2714/? [18:37<00:00,  2.43it/s]\nEpoch 0: |          | 2714/? [18:37<00:00,  2.43it/s]\nEpoch 0: |          | 2715/? [18:38<00:00,  2.43it/s]\nEpoch 0: |          | 2715/? [18:38<00:00,  2.43it/s]\nEpoch 0: |          | 2716/? [18:38<00:00,  2.43it/s]\nEpoch 0: |          | 2716/? [18:38<00:00,  2.43it/s]\nEpoch 0: |          | 2717/? [18:39<00:00,  2.43it/s]\nEpoch 0: |          | 2717/? [18:39<00:00,  2.43it/s]\nEpoch 0: |          | 2718/? [18:39<00:00,  2.43it/s]\nEpoch 0: |          | 2718/? [18:39<00:00,  2.43it/s]\nEpoch 0: |          | 2719/? [18:39<00:00,  2.43it/s]\nEpoch 0: |          | 2719/? [18:39<00:00,  2.43it/s]\nEpoch 0: |          | 2720/? [18:40<00:00,  2.43it/s]\nEpoch 0: |          | 2720/? [18:40<00:00,  2.43it/s]\nEpoch 0: |          | 2721/? [18:40<00:00,  2.43it/s]\nEpoch 0: |          | 2721/? [18:40<00:00,  2.43it/s]\nEpoch 0: |          | 2722/? [18:40<00:00,  2.43it/s]\nEpoch 0: |          | 2722/? [18:40<00:00,  2.43it/s]\nEpoch 0: |          | 2723/? [18:41<00:00,  2.43it/s]\nEpoch 0: |          | 2723/? [18:41<00:00,  2.43it/s]\nEpoch 0: |          | 2724/? [18:41<00:00,  2.43it/s]\nEpoch 0: |          | 2724/? [18:41<00:00,  2.43it/s]\nEpoch 0: |          | 2725/? [18:42<00:00,  2.43it/s]\nEpoch 0: |          | 2725/? [18:42<00:00,  2.43it/s]\nEpoch 0: |          | 2726/? [18:42<00:00,  2.43it/s]\nEpoch 0: |          | 2726/? [18:42<00:00,  2.43it/s]\nEpoch 0: |          | 2727/? [18:42<00:00,  2.43it/s]\nEpoch 0: |          | 2727/? [18:42<00:00,  2.43it/s]\nEpoch 0: |          | 2728/? [18:43<00:00,  2.43it/s]\nEpoch 0: |          | 2728/? [18:43<00:00,  2.43it/s]\nEpoch 0: |          | 2729/? [18:43<00:00,  2.43it/s]\nEpoch 0: |          | 2729/? [18:43<00:00,  2.43it/s]\nEpoch 0: |          | 2730/? [18:43<00:00,  2.43it/s]\nEpoch 0: |          | 2730/? [18:43<00:00,  2.43it/s]\nEpoch 0: |          | 2731/? [18:44<00:00,  2.43it/s]\nEpoch 0: |          | 2731/? [18:44<00:00,  2.43it/s]\nEpoch 0: |          | 2732/? [18:44<00:00,  2.43it/s]\nEpoch 0: |          | 2732/? [18:44<00:00,  2.43it/s]\nEpoch 0: |          | 2733/? [18:45<00:00,  2.43it/s]\nEpoch 0: |          | 2733/? [18:45<00:00,  2.43it/s]\nEpoch 0: |          | 2734/? [18:45<00:00,  2.43it/s]\nEpoch 0: |          | 2734/? [18:45<00:00,  2.43it/s]\nEpoch 0: |          | 2735/? [18:45<00:00,  2.43it/s]\nEpoch 0: |          | 2735/? [18:45<00:00,  2.43it/s]\nEpoch 0: |          | 2736/? [18:46<00:00,  2.43it/s]\nEpoch 0: |          | 2736/? [18:46<00:00,  2.43it/s]\nEpoch 0: |          | 2737/? [18:46<00:00,  2.43it/s]\nEpoch 0: |          | 2737/? [18:46<00:00,  2.43it/s]\nEpoch 0: |          | 2738/? [18:46<00:00,  2.43it/s]\nEpoch 0: |          | 2738/? [18:46<00:00,  2.43it/s]\nEpoch 0: |          | 2739/? [18:47<00:00,  2.43it/s]\nEpoch 0: |          | 2739/? [18:47<00:00,  2.43it/s]\nEpoch 0: |          | 2740/? [18:47<00:00,  2.43it/s]\nEpoch 0: |          | 2740/? [18:47<00:00,  2.43it/s]\nEpoch 0: |          | 2741/? [18:48<00:00,  2.43it/s]\nEpoch 0: |          | 2741/? [18:48<00:00,  2.43it/s]\nEpoch 0: |          | 2742/? [18:48<00:00,  2.43it/s]\nEpoch 0: |          | 2742/? [18:48<00:00,  2.43it/s]\nEpoch 0: |          | 2743/? [18:48<00:00,  2.43it/s]\nEpoch 0: |          | 2743/? [18:48<00:00,  2.43it/s]\nEpoch 0: |          | 2744/? [18:49<00:00,  2.43it/s]\nEpoch 0: |          | 2744/? [18:49<00:00,  2.43it/s]\nEpoch 0: |          | 2745/? [18:49<00:00,  2.43it/s]\nEpoch 0: |          | 2745/? [18:49<00:00,  2.43it/s]\nEpoch 0: |          | 2746/? [18:50<00:00,  2.43it/s]\nEpoch 0: |          | 2746/? [18:50<00:00,  2.43it/s]\nEpoch 0: |          | 2747/? [18:50<00:00,  2.43it/s]\nEpoch 0: |          | 2747/? [18:50<00:00,  2.43it/s]\nEpoch 0: |          | 2748/? [18:50<00:00,  2.43it/s]\nEpoch 0: |          | 2748/? [18:50<00:00,  2.43it/s]\nEpoch 0: |          | 2749/? [18:51<00:00,  2.43it/s]\nEpoch 0: |          | 2749/? [18:51<00:00,  2.43it/s]\nEpoch 0: |          | 2750/? [18:51<00:00,  2.43it/s]\nEpoch 0: |          | 2750/? [18:51<00:00,  2.43it/s]\nEpoch 0: |          | 2751/? [18:51<00:00,  2.43it/s]\nEpoch 0: |          | 2751/? [18:51<00:00,  2.43it/s]\nEpoch 0: |          | 2752/? [18:52<00:00,  2.43it/s]\nEpoch 0: |          | 2752/? [18:52<00:00,  2.43it/s]\nEpoch 0: |          | 2753/? [18:52<00:00,  2.43it/s]\nEpoch 0: |          | 2753/? [18:52<00:00,  2.43it/s]\nEpoch 0: |          | 2754/? [18:53<00:00,  2.43it/s]\nEpoch 0: |          | 2754/? [18:53<00:00,  2.43it/s]\nEpoch 0: |          | 2755/? [18:53<00:00,  2.43it/s]\nEpoch 0: |          | 2755/? [18:53<00:00,  2.43it/s]\nEpoch 0: |          | 2756/? [18:53<00:00,  2.43it/s]\nEpoch 0: |          | 2756/? [18:53<00:00,  2.43it/s]\nEpoch 0: |          | 2757/? [18:54<00:00,  2.43it/s]\nEpoch 0: |          | 2757/? [18:54<00:00,  2.43it/s]\nEpoch 0: |          | 2758/? [18:54<00:00,  2.43it/s]\nEpoch 0: |          | 2758/? [18:54<00:00,  2.43it/s]\nEpoch 0: |          | 2759/? [18:54<00:00,  2.43it/s]\nEpoch 0: |          | 2759/? [18:54<00:00,  2.43it/s]\nEpoch 0: |          | 2760/? [18:55<00:00,  2.43it/s]\nEpoch 0: |          | 2760/? [18:55<00:00,  2.43it/s]\nEpoch 0: |          | 2761/? [18:55<00:00,  2.43it/s]\nEpoch 0: |          | 2761/? [18:55<00:00,  2.43it/s]\nEpoch 0: |          | 2762/? [18:56<00:00,  2.43it/s]\nEpoch 0: |          | 2762/? [18:56<00:00,  2.43it/s]\nEpoch 0: |          | 2763/? [18:56<00:00,  2.43it/s]\nEpoch 0: |          | 2763/? [18:56<00:00,  2.43it/s]\nEpoch 0: |          | 2764/? [18:56<00:00,  2.43it/s]\nEpoch 0: |          | 2764/? [18:56<00:00,  2.43it/s]\nEpoch 0: |          | 2765/? [18:57<00:00,  2.43it/s]\nEpoch 0: |          | 2765/? [18:57<00:00,  2.43it/s]\nEpoch 0: |          | 2766/? [18:57<00:00,  2.43it/s]\nEpoch 0: |          | 2766/? [18:57<00:00,  2.43it/s]\nEpoch 0: |          | 2767/? [18:57<00:00,  2.43it/s]\nEpoch 0: |          | 2767/? [18:57<00:00,  2.43it/s]\nEpoch 0: |          | 2768/? [18:58<00:00,  2.43it/s]\nEpoch 0: |          | 2768/? [18:58<00:00,  2.43it/s]\nEpoch 0: |          | 2769/? [18:58<00:00,  2.43it/s]\nEpoch 0: |          | 2769/? [18:58<00:00,  2.43it/s]\nEpoch 0: |          | 2770/? [18:59<00:00,  2.43it/s]\nEpoch 0: |          | 2770/? [18:59<00:00,  2.43it/s]\nEpoch 0: |          | 2771/? [18:59<00:00,  2.43it/s]\nEpoch 0: |          | 2771/? [18:59<00:00,  2.43it/s]\nEpoch 0: |          | 2772/? [18:59<00:00,  2.43it/s]\nEpoch 0: |          | 2772/? [18:59<00:00,  2.43it/s]\nEpoch 0: |          | 2773/? [19:00<00:00,  2.43it/s]\nEpoch 0: |          | 2773/? [19:00<00:00,  2.43it/s]\nEpoch 0: |          | 2774/? [19:00<00:00,  2.43it/s]\nEpoch 0: |          | 2774/? [19:00<00:00,  2.43it/s]\nEpoch 0: |          | 2775/? [19:00<00:00,  2.43it/s]\nEpoch 0: |          | 2775/? [19:00<00:00,  2.43it/s]\nEpoch 0: |          | 2776/? [19:01<00:00,  2.43it/s]\nEpoch 0: |          | 2776/? [19:01<00:00,  2.43it/s]\nEpoch 0: |          | 2777/? [19:01<00:00,  2.43it/s]\nEpoch 0: |          | 2777/? [19:01<00:00,  2.43it/s]\nEpoch 0: |          | 2778/? [19:02<00:00,  2.43it/s]\nEpoch 0: |          | 2778/? [19:02<00:00,  2.43it/s]\nEpoch 0: |          | 2779/? [19:02<00:00,  2.43it/s]\nEpoch 0: |          | 2779/? [19:02<00:00,  2.43it/s]\nEpoch 0: |          | 2780/? [19:02<00:00,  2.43it/s]\nEpoch 0: |          | 2780/? [19:02<00:00,  2.43it/s]\nEpoch 0: |          | 2781/? [19:03<00:00,  2.43it/s]\nEpoch 0: |          | 2781/? [19:03<00:00,  2.43it/s]\nEpoch 0: |          | 2782/? [19:03<00:00,  2.43it/s]\nEpoch 0: |          | 2782/? [19:03<00:00,  2.43it/s]\nEpoch 0: |          | 2783/? [19:04<00:00,  2.43it/s]\nEpoch 0: |          | 2783/? [19:04<00:00,  2.43it/s]\nEpoch 0: |          | 2784/? [19:04<00:00,  2.43it/s]\nEpoch 0: |          | 2784/? [19:04<00:00,  2.43it/s]\nEpoch 0: |          | 2785/? [19:04<00:00,  2.43it/s]\nEpoch 0: |          | 2785/? [19:04<00:00,  2.43it/s]\nEpoch 0: |          | 2786/? [19:05<00:00,  2.43it/s]\nEpoch 0: |          | 2786/? [19:05<00:00,  2.43it/s]\nEpoch 0: |          | 2787/? [19:05<00:00,  2.43it/s]\nEpoch 0: |          | 2787/? [19:05<00:00,  2.43it/s]\nEpoch 0: |          | 2788/? [19:05<00:00,  2.43it/s]\nEpoch 0: |          | 2788/? [19:05<00:00,  2.43it/s]\nEpoch 0: |          | 2789/? [19:06<00:00,  2.43it/s]\nEpoch 0: |          | 2789/? [19:06<00:00,  2.43it/s]\nEpoch 0: |          | 2790/? [19:06<00:00,  2.43it/s]\nEpoch 0: |          | 2790/? [19:06<00:00,  2.43it/s]\nEpoch 0: |          | 2791/? [19:07<00:00,  2.43it/s]\nEpoch 0: |          | 2791/? [19:07<00:00,  2.43it/s]\nEpoch 0: |          | 2792/? [19:07<00:00,  2.43it/s]\nEpoch 0: |          | 2792/? [19:07<00:00,  2.43it/s]\nEpoch 0: |          | 2793/? [19:07<00:00,  2.43it/s]\nEpoch 0: |          | 2793/? [19:07<00:00,  2.43it/s]\nEpoch 0: |          | 2794/? [19:08<00:00,  2.43it/s]\nEpoch 0: |          | 2794/? [19:08<00:00,  2.43it/s]\nEpoch 0: |          | 2795/? [19:08<00:00,  2.43it/s]\nEpoch 0: |          | 2795/? [19:08<00:00,  2.43it/s]\nEpoch 0: |          | 2796/? [19:08<00:00,  2.43it/s]\nEpoch 0: |          | 2796/? [19:08<00:00,  2.43it/s]\nEpoch 0: |          | 2797/? [19:09<00:00,  2.43it/s]\nEpoch 0: |          | 2797/? [19:09<00:00,  2.43it/s]\nEpoch 0: |          | 2798/? [19:09<00:00,  2.43it/s]\nEpoch 0: |          | 2798/? [19:09<00:00,  2.43it/s]\nEpoch 0: |          | 2799/? [19:10<00:00,  2.43it/s]\nEpoch 0: |          | 2799/? [19:10<00:00,  2.43it/s]\nEpoch 0: |          | 2800/? [19:10<00:00,  2.43it/s]\nEpoch 0: |          | 2800/? [19:10<00:00,  2.43it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  9.45it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.71it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.91it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.88it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 2800/? [19:10<00:00,  2.43it/s]\nEpoch 0: |          | 2801/? [19:11<00:00,  2.43it/s]\nEpoch 0: |          | 2801/? [19:11<00:00,  2.43it/s]\nEpoch 0: |          | 2802/? [19:11<00:00,  2.43it/s]\nEpoch 0: |          | 2802/? [19:11<00:00,  2.43it/s]\nEpoch 0: |          | 2803/? [19:12<00:00,  2.43it/s]\nEpoch 0: |          | 2803/? [19:12<00:00,  2.43it/s]\nEpoch 0: |          | 2804/? [19:12<00:00,  2.43it/s]\nEpoch 0: |          | 2804/? [19:12<00:00,  2.43it/s]\nEpoch 0: |          | 2805/? [19:12<00:00,  2.43it/s]\nEpoch 0: |          | 2805/? [19:12<00:00,  2.43it/s]\nEpoch 0: |          | 2806/? [19:13<00:00,  2.43it/s]\nEpoch 0: |          | 2806/? [19:13<00:00,  2.43it/s]\nEpoch 0: |          | 2807/? [19:13<00:00,  2.43it/s]\nEpoch 0: |          | 2807/? [19:13<00:00,  2.43it/s]\nEpoch 0: |          | 2808/? [19:13<00:00,  2.43it/s]\nEpoch 0: |          | 2808/? [19:13<00:00,  2.43it/s]\nEpoch 0: |          | 2809/? [19:14<00:00,  2.43it/s]\nEpoch 0: |          | 2809/? [19:14<00:00,  2.43it/s]\nEpoch 0: |          | 2810/? [19:14<00:00,  2.43it/s]\nEpoch 0: |          | 2810/? [19:14<00:00,  2.43it/s]\nEpoch 0: |          | 2811/? [19:15<00:00,  2.43it/s]\nEpoch 0: |          | 2811/? [19:15<00:00,  2.43it/s]\nEpoch 0: |          | 2812/? [19:15<00:00,  2.43it/s]\nEpoch 0: |          | 2812/? [19:15<00:00,  2.43it/s]\nEpoch 0: |          | 2813/? [19:15<00:00,  2.43it/s]\nEpoch 0: |          | 2813/? [19:15<00:00,  2.43it/s]\nEpoch 0: |          | 2814/? [19:16<00:00,  2.43it/s]\nEpoch 0: |          | 2814/? [19:16<00:00,  2.43it/s]\nEpoch 0: |          | 2815/? [19:16<00:00,  2.43it/s]\nEpoch 0: |          | 2815/? [19:16<00:00,  2.43it/s]\nEpoch 0: |          | 2816/? [19:16<00:00,  2.43it/s]\nEpoch 0: |          | 2816/? [19:16<00:00,  2.43it/s]\nEpoch 0: |          | 2817/? [19:17<00:00,  2.43it/s]\nEpoch 0: |          | 2817/? [19:17<00:00,  2.43it/s]\nEpoch 0: |          | 2818/? [19:17<00:00,  2.43it/s]\nEpoch 0: |          | 2818/? [19:17<00:00,  2.43it/s]\nEpoch 0: |          | 2819/? [19:18<00:00,  2.43it/s]\nEpoch 0: |          | 2819/? [19:18<00:00,  2.43it/s]\nEpoch 0: |          | 2820/? [19:18<00:00,  2.43it/s]\nEpoch 0: |          | 2820/? [19:18<00:00,  2.43it/s]\nEpoch 0: |          | 2821/? [19:18<00:00,  2.43it/s]\nEpoch 0: |          | 2821/? [19:18<00:00,  2.43it/s]\nEpoch 0: |          | 2822/? [19:19<00:00,  2.43it/s]\nEpoch 0: |          | 2822/? [19:19<00:00,  2.43it/s]\nEpoch 0: |          | 2823/? [19:19<00:00,  2.43it/s]\nEpoch 0: |          | 2823/? [19:19<00:00,  2.43it/s]\nEpoch 0: |          | 2824/? [19:19<00:00,  2.43it/s]\nEpoch 0: |          | 2824/? [19:19<00:00,  2.43it/s]\nEpoch 0: |          | 2825/? [19:20<00:00,  2.43it/s]\nEpoch 0: |          | 2825/? [19:20<00:00,  2.43it/s]\nEpoch 0: |          | 2826/? [19:20<00:00,  2.43it/s]\nEpoch 0: |          | 2826/? [19:20<00:00,  2.43it/s]\nEpoch 0: |          | 2827/? [19:21<00:00,  2.43it/s]\nEpoch 0: |          | 2827/? [19:21<00:00,  2.43it/s]\nEpoch 0: |          | 2828/? [19:21<00:00,  2.43it/s]\nEpoch 0: |          | 2828/? [19:21<00:00,  2.43it/s]\nEpoch 0: |          | 2829/? [19:21<00:00,  2.43it/s]\nEpoch 0: |          | 2829/? [19:21<00:00,  2.43it/s]\nEpoch 0: |          | 2830/? [19:22<00:00,  2.43it/s]\nEpoch 0: |          | 2830/? [19:22<00:00,  2.43it/s]\nEpoch 0: |          | 2831/? [19:22<00:00,  2.44it/s]\nEpoch 0: |          | 2831/? [19:22<00:00,  2.44it/s]\nEpoch 0: |          | 2832/? [19:22<00:00,  2.44it/s]\nEpoch 0: |          | 2832/? [19:22<00:00,  2.44it/s]\nEpoch 0: |          | 2833/? [19:23<00:00,  2.44it/s]\nEpoch 0: |          | 2833/? [19:23<00:00,  2.44it/s]\nEpoch 0: |          | 2834/? [19:23<00:00,  2.44it/s]\nEpoch 0: |          | 2834/? [19:23<00:00,  2.44it/s]\nEpoch 0: |          | 2835/? [19:24<00:00,  2.44it/s]\nEpoch 0: |          | 2835/? [19:24<00:00,  2.44it/s]\nEpoch 0: |          | 2836/? [19:24<00:00,  2.44it/s]\nEpoch 0: |          | 2836/? [19:24<00:00,  2.44it/s]\nEpoch 0: |          | 2837/? [19:24<00:00,  2.44it/s]\nEpoch 0: |          | 2837/? [19:24<00:00,  2.44it/s]\nEpoch 0: |          | 2838/? [19:25<00:00,  2.44it/s]\nEpoch 0: |          | 2838/? [19:25<00:00,  2.44it/s]\nEpoch 0: |          | 2839/? [19:25<00:00,  2.44it/s]\nEpoch 0: |          | 2839/? [19:25<00:00,  2.44it/s]\nEpoch 0: |          | 2840/? [19:26<00:00,  2.44it/s]\nEpoch 0: |          | 2840/? [19:26<00:00,  2.44it/s]\nEpoch 0: |          | 2841/? [19:26<00:00,  2.44it/s]\nEpoch 0: |          | 2841/? [19:26<00:00,  2.44it/s]\nEpoch 0: |          | 2842/? [19:26<00:00,  2.44it/s]\nEpoch 0: |          | 2842/? [19:26<00:00,  2.44it/s]\nEpoch 0: |          | 2843/? [19:27<00:00,  2.44it/s]\nEpoch 0: |          | 2843/? [19:27<00:00,  2.44it/s]\nEpoch 0: |          | 2844/? [19:27<00:00,  2.44it/s]\nEpoch 0: |          | 2844/? [19:27<00:00,  2.44it/s]\nEpoch 0: |          | 2845/? [19:27<00:00,  2.44it/s]\nEpoch 0: |          | 2845/? [19:27<00:00,  2.44it/s]\nEpoch 0: |          | 2846/? [19:28<00:00,  2.44it/s]\nEpoch 0: |          | 2846/? [19:28<00:00,  2.44it/s]\nEpoch 0: |          | 2847/? [19:28<00:00,  2.44it/s]\nEpoch 0: |          | 2847/? [19:28<00:00,  2.44it/s]\nEpoch 0: |          | 2848/? [19:29<00:00,  2.44it/s]\nEpoch 0: |          | 2848/? [19:29<00:00,  2.44it/s]\nEpoch 0: |          | 2849/? [19:29<00:00,  2.44it/s]\nEpoch 0: |          | 2849/? [19:29<00:00,  2.44it/s]\nEpoch 0: |          | 2850/? [19:29<00:00,  2.44it/s]\nEpoch 0: |          | 2850/? [19:29<00:00,  2.44it/s]\nEpoch 0: |          | 2851/? [19:30<00:00,  2.44it/s]\nEpoch 0: |          | 2851/? [19:30<00:00,  2.44it/s]\nEpoch 0: |          | 2852/? [19:30<00:00,  2.44it/s]\nEpoch 0: |          | 2852/? [19:30<00:00,  2.44it/s]\nEpoch 0: |          | 2853/? [19:30<00:00,  2.44it/s]\nEpoch 0: |          | 2853/? [19:30<00:00,  2.44it/s]\nEpoch 0: |          | 2854/? [19:31<00:00,  2.44it/s]\nEpoch 0: |          | 2854/? [19:31<00:00,  2.44it/s]\nEpoch 0: |          | 2855/? [19:31<00:00,  2.44it/s]\nEpoch 0: |          | 2855/? [19:31<00:00,  2.44it/s]\nEpoch 0: |          | 2856/? [19:32<00:00,  2.44it/s]\nEpoch 0: |          | 2856/? [19:32<00:00,  2.44it/s]\nEpoch 0: |          | 2857/? [19:32<00:00,  2.44it/s]\nEpoch 0: |          | 2857/? [19:32<00:00,  2.44it/s]\nEpoch 0: |          | 2858/? [19:32<00:00,  2.44it/s]\nEpoch 0: |          | 2858/? [19:32<00:00,  2.44it/s]\nEpoch 0: |          | 2859/? [19:33<00:00,  2.44it/s]\nEpoch 0: |          | 2859/? [19:33<00:00,  2.44it/s]\nEpoch 0: |          | 2860/? [19:33<00:00,  2.44it/s]\nEpoch 0: |          | 2860/? [19:33<00:00,  2.44it/s]\nEpoch 0: |          | 2861/? [19:33<00:00,  2.44it/s]\nEpoch 0: |          | 2861/? [19:33<00:00,  2.44it/s]\nEpoch 0: |          | 2862/? [19:34<00:00,  2.44it/s]\nEpoch 0: |          | 2862/? [19:34<00:00,  2.44it/s]\nEpoch 0: |          | 2863/? [19:34<00:00,  2.44it/s]\nEpoch 0: |          | 2863/? [19:34<00:00,  2.44it/s]\nEpoch 0: |          | 2864/? [19:35<00:00,  2.44it/s]\nEpoch 0: |          | 2864/? [19:35<00:00,  2.44it/s]\nEpoch 0: |          | 2865/? [19:35<00:00,  2.44it/s]\nEpoch 0: |          | 2865/? [19:35<00:00,  2.44it/s]\nEpoch 0: |          | 2866/? [19:35<00:00,  2.44it/s]\nEpoch 0: |          | 2866/? [19:35<00:00,  2.44it/s]\nEpoch 0: |          | 2867/? [19:36<00:00,  2.44it/s]\nEpoch 0: |          | 2867/? [19:36<00:00,  2.44it/s]\nEpoch 0: |          | 2868/? [19:36<00:00,  2.44it/s]\nEpoch 0: |          | 2868/? [19:36<00:00,  2.44it/s]\nEpoch 0: |          | 2869/? [19:36<00:00,  2.44it/s]\nEpoch 0: |          | 2869/? [19:36<00:00,  2.44it/s]\nEpoch 0: |          | 2870/? [19:37<00:00,  2.44it/s]\nEpoch 0: |          | 2870/? [19:37<00:00,  2.44it/s]\nEpoch 0: |          | 2871/? [19:37<00:00,  2.44it/s]\nEpoch 0: |          | 2871/? [19:37<00:00,  2.44it/s]\nEpoch 0: |          | 2872/? [19:38<00:00,  2.44it/s]\nEpoch 0: |          | 2872/? [19:38<00:00,  2.44it/s]\nEpoch 0: |          | 2873/? [19:38<00:00,  2.44it/s]\nEpoch 0: |          | 2873/? [19:38<00:00,  2.44it/s]\nEpoch 0: |          | 2874/? [19:38<00:00,  2.44it/s]\nEpoch 0: |          | 2874/? [19:38<00:00,  2.44it/s]\nEpoch 0: |          | 2875/? [19:39<00:00,  2.44it/s]\nEpoch 0: |          | 2875/? [19:39<00:00,  2.44it/s]\nEpoch 0: |          | 2876/? [19:39<00:00,  2.44it/s]\nEpoch 0: |          | 2876/? [19:39<00:00,  2.44it/s]\nEpoch 0: |          | 2877/? [19:40<00:00,  2.44it/s]\nEpoch 0: |          | 2877/? [19:40<00:00,  2.44it/s]\nEpoch 0: |          | 2878/? [19:40<00:00,  2.44it/s]\nEpoch 0: |          | 2878/? [19:40<00:00,  2.44it/s]\nEpoch 0: |          | 2879/? [19:40<00:00,  2.44it/s]\nEpoch 0: |          | 2879/? [19:40<00:00,  2.44it/s]\nEpoch 0: |          | 2880/? [19:41<00:00,  2.44it/s]\nEpoch 0: |          | 2880/? [19:41<00:00,  2.44it/s]\nEpoch 0: |          | 2881/? [19:41<00:00,  2.44it/s]\nEpoch 0: |          | 2881/? [19:41<00:00,  2.44it/s]\nEpoch 0: |          | 2882/? [19:41<00:00,  2.44it/s]\nEpoch 0: |          | 2882/? [19:41<00:00,  2.44it/s]\nEpoch 0: |          | 2883/? [19:42<00:00,  2.44it/s]\nEpoch 0: |          | 2883/? [19:42<00:00,  2.44it/s]\nEpoch 0: |          | 2884/? [19:42<00:00,  2.44it/s]\nEpoch 0: |          | 2884/? [19:42<00:00,  2.44it/s]\nEpoch 0: |          | 2885/? [19:43<00:00,  2.44it/s]\nEpoch 0: |          | 2885/? [19:43<00:00,  2.44it/s]\nEpoch 0: |          | 2886/? [19:43<00:00,  2.44it/s]\nEpoch 0: |          | 2886/? [19:43<00:00,  2.44it/s]\nEpoch 0: |          | 2887/? [19:43<00:00,  2.44it/s]\nEpoch 0: |          | 2887/? [19:43<00:00,  2.44it/s]\nEpoch 0: |          | 2888/? [19:44<00:00,  2.44it/s]\nEpoch 0: |          | 2888/? [19:44<00:00,  2.44it/s]\nEpoch 0: |          | 2889/? [19:44<00:00,  2.44it/s]\nEpoch 0: |          | 2889/? [19:44<00:00,  2.44it/s]\nEpoch 0: |          | 2890/? [19:44<00:00,  2.44it/s]\nEpoch 0: |          | 2890/? [19:44<00:00,  2.44it/s]\nEpoch 0: |          | 2891/? [19:45<00:00,  2.44it/s]\nEpoch 0: |          | 2891/? [19:45<00:00,  2.44it/s]\nEpoch 0: |          | 2892/? [19:45<00:00,  2.44it/s]\nEpoch 0: |          | 2892/? [19:45<00:00,  2.44it/s]\nEpoch 0: |          | 2893/? [19:46<00:00,  2.44it/s]\nEpoch 0: |          | 2893/? [19:46<00:00,  2.44it/s]\nEpoch 0: |          | 2894/? [19:46<00:00,  2.44it/s]\nEpoch 0: |          | 2894/? [19:46<00:00,  2.44it/s]\nEpoch 0: |          | 2895/? [19:46<00:00,  2.44it/s]\nEpoch 0: |          | 2895/? [19:46<00:00,  2.44it/s]\nEpoch 0: |          | 2896/? [19:47<00:00,  2.44it/s]\nEpoch 0: |          | 2896/? [19:47<00:00,  2.44it/s]\nEpoch 0: |          | 2897/? [19:47<00:00,  2.44it/s]\nEpoch 0: |          | 2897/? [19:47<00:00,  2.44it/s]\nEpoch 0: |          | 2898/? [19:47<00:00,  2.44it/s]\nEpoch 0: |          | 2898/? [19:47<00:00,  2.44it/s]\nEpoch 0: |          | 2899/? [19:48<00:00,  2.44it/s]\nEpoch 0: |          | 2899/? [19:48<00:00,  2.44it/s]\nEpoch 0: |          | 2900/? [19:48<00:00,  2.44it/s]\nEpoch 0: |          | 2900/? [19:48<00:00,  2.44it/s]\nEpoch 0: |          | 2901/? [19:49<00:00,  2.44it/s]\nEpoch 0: |          | 2901/? [19:49<00:00,  2.44it/s]\nEpoch 0: |          | 2902/? [19:49<00:00,  2.44it/s]\nEpoch 0: |          | 2902/? [19:49<00:00,  2.44it/s]\nEpoch 0: |          | 2903/? [19:49<00:00,  2.44it/s]\nEpoch 0: |          | 2903/? [19:49<00:00,  2.44it/s]\nEpoch 0: |          | 2904/? [19:50<00:00,  2.44it/s]\nEpoch 0: |          | 2904/? [19:50<00:00,  2.44it/s]\nEpoch 0: |          | 2905/? [19:50<00:00,  2.44it/s]\nEpoch 0: |          | 2905/? [19:50<00:00,  2.44it/s]\nEpoch 0: |          | 2906/? [19:50<00:00,  2.44it/s]\nEpoch 0: |          | 2906/? [19:50<00:00,  2.44it/s]\nEpoch 0: |          | 2907/? [19:51<00:00,  2.44it/s]\nEpoch 0: |          | 2907/? [19:51<00:00,  2.44it/s]\nEpoch 0: |          | 2908/? [19:51<00:00,  2.44it/s]\nEpoch 0: |          | 2908/? [19:51<00:00,  2.44it/s]\nEpoch 0: |          | 2909/? [19:52<00:00,  2.44it/s]\nEpoch 0: |          | 2909/? [19:52<00:00,  2.44it/s]\nEpoch 0: |          | 2910/? [19:52<00:00,  2.44it/s]\nEpoch 0: |          | 2910/? [19:52<00:00,  2.44it/s]\nEpoch 0: |          | 2911/? [19:52<00:00,  2.44it/s]\nEpoch 0: |          | 2911/? [19:52<00:00,  2.44it/s]\nEpoch 0: |          | 2912/? [19:53<00:00,  2.44it/s]\nEpoch 0: |          | 2912/? [19:53<00:00,  2.44it/s]\nEpoch 0: |          | 2913/? [19:53<00:00,  2.44it/s]\nEpoch 0: |          | 2913/? [19:53<00:00,  2.44it/s]\nEpoch 0: |          | 2914/? [19:53<00:00,  2.44it/s]\nEpoch 0: |          | 2914/? [19:53<00:00,  2.44it/s]\nEpoch 0: |          | 2915/? [19:54<00:00,  2.44it/s]\nEpoch 0: |          | 2915/? [19:54<00:00,  2.44it/s]\nEpoch 0: |          | 2916/? [19:54<00:00,  2.44it/s]\nEpoch 0: |          | 2916/? [19:54<00:00,  2.44it/s]\nEpoch 0: |          | 2917/? [19:55<00:00,  2.44it/s]\nEpoch 0: |          | 2917/? [19:55<00:00,  2.44it/s]\nEpoch 0: |          | 2918/? [19:55<00:00,  2.44it/s]\nEpoch 0: |          | 2918/? [19:55<00:00,  2.44it/s]\nEpoch 0: |          | 2919/? [19:55<00:00,  2.44it/s]\nEpoch 0: |          | 2919/? [19:55<00:00,  2.44it/s]\nEpoch 0: |          | 2920/? [19:56<00:00,  2.44it/s]\nEpoch 0: |          | 2920/? [19:56<00:00,  2.44it/s]\nEpoch 0: |          | 2921/? [19:56<00:00,  2.44it/s]\nEpoch 0: |          | 2921/? [19:56<00:00,  2.44it/s]\nEpoch 0: |          | 2922/? [19:56<00:00,  2.44it/s]\nEpoch 0: |          | 2922/? [19:56<00:00,  2.44it/s]\nEpoch 0: |          | 2923/? [19:57<00:00,  2.44it/s]\nEpoch 0: |          | 2923/? [19:57<00:00,  2.44it/s]\nEpoch 0: |          | 2924/? [19:57<00:00,  2.44it/s]\nEpoch 0: |          | 2924/? [19:57<00:00,  2.44it/s]\nEpoch 0: |          | 2925/? [19:58<00:00,  2.44it/s]\nEpoch 0: |          | 2925/? [19:58<00:00,  2.44it/s]\nEpoch 0: |          | 2926/? [19:58<00:00,  2.44it/s]\nEpoch 0: |          | 2926/? [19:58<00:00,  2.44it/s]\nEpoch 0: |          | 2927/? [19:58<00:00,  2.44it/s]\nEpoch 0: |          | 2927/? [19:58<00:00,  2.44it/s]\nEpoch 0: |          | 2928/? [19:59<00:00,  2.44it/s]\nEpoch 0: |          | 2928/? [19:59<00:00,  2.44it/s]\nEpoch 0: |          | 2929/? [19:59<00:00,  2.44it/s]\nEpoch 0: |          | 2929/? [19:59<00:00,  2.44it/s]\nEpoch 0: |          | 2930/? [19:59<00:00,  2.44it/s]\nEpoch 0: |          | 2930/? [19:59<00:00,  2.44it/s]\nEpoch 0: |          | 2931/? [20:00<00:00,  2.44it/s]\nEpoch 0: |          | 2931/? [20:00<00:00,  2.44it/s]\nEpoch 0: |          | 2932/? [20:00<00:00,  2.44it/s]\nEpoch 0: |          | 2932/? [20:00<00:00,  2.44it/s]\nEpoch 0: |          | 2933/? [20:01<00:00,  2.44it/s]\nEpoch 0: |          | 2933/? [20:01<00:00,  2.44it/s]\nEpoch 0: |          | 2934/? [20:01<00:00,  2.44it/s]\nEpoch 0: |          | 2934/? [20:01<00:00,  2.44it/s]\nEpoch 0: |          | 2935/? [20:01<00:00,  2.44it/s]\nEpoch 0: |          | 2935/? [20:01<00:00,  2.44it/s]\nEpoch 0: |          | 2936/? [20:02<00:00,  2.44it/s]\nEpoch 0: |          | 2936/? [20:02<00:00,  2.44it/s]\nEpoch 0: |          | 2937/? [20:02<00:00,  2.44it/s]\nEpoch 0: |          | 2937/? [20:02<00:00,  2.44it/s]\nEpoch 0: |          | 2938/? [20:03<00:00,  2.44it/s]\nEpoch 0: |          | 2938/? [20:03<00:00,  2.44it/s]\nEpoch 0: |          | 2939/? [20:03<00:00,  2.44it/s]\nEpoch 0: |          | 2939/? [20:03<00:00,  2.44it/s]\nEpoch 0: |          | 2940/? [20:03<00:00,  2.44it/s]\nEpoch 0: |          | 2940/? [20:03<00:00,  2.44it/s]\nEpoch 0: |          | 2941/? [20:04<00:00,  2.44it/s]\nEpoch 0: |          | 2941/? [20:04<00:00,  2.44it/s]\nEpoch 0: |          | 2942/? [20:04<00:00,  2.44it/s]\nEpoch 0: |          | 2942/? [20:04<00:00,  2.44it/s]\nEpoch 0: |          | 2943/? [20:04<00:00,  2.44it/s]\nEpoch 0: |          | 2943/? [20:04<00:00,  2.44it/s]\nEpoch 0: |          | 2944/? [20:05<00:00,  2.44it/s]\nEpoch 0: |          | 2944/? [20:05<00:00,  2.44it/s]\nEpoch 0: |          | 2945/? [20:05<00:00,  2.44it/s]\nEpoch 0: |          | 2945/? [20:05<00:00,  2.44it/s]\nEpoch 0: |          | 2946/? [20:06<00:00,  2.44it/s]\nEpoch 0: |          | 2946/? [20:06<00:00,  2.44it/s]\nEpoch 0: |          | 2947/? [20:06<00:00,  2.44it/s]\nEpoch 0: |          | 2947/? [20:06<00:00,  2.44it/s]\nEpoch 0: |          | 2948/? [20:06<00:00,  2.44it/s]\nEpoch 0: |          | 2948/? [20:06<00:00,  2.44it/s]\nEpoch 0: |          | 2949/? [20:07<00:00,  2.44it/s]\nEpoch 0: |          | 2949/? [20:07<00:00,  2.44it/s]\nEpoch 0: |          | 2950/? [20:07<00:00,  2.44it/s]\nEpoch 0: |          | 2950/? [20:07<00:00,  2.44it/s]\nEpoch 0: |          | 2951/? [20:07<00:00,  2.44it/s]\nEpoch 0: |          | 2951/? [20:07<00:00,  2.44it/s]\nEpoch 0: |          | 2952/? [20:08<00:00,  2.44it/s]\nEpoch 0: |          | 2952/? [20:08<00:00,  2.44it/s]\nEpoch 0: |          | 2953/? [20:08<00:00,  2.44it/s]\nEpoch 0: |          | 2953/? [20:08<00:00,  2.44it/s]\nEpoch 0: |          | 2954/? [20:09<00:00,  2.44it/s]\nEpoch 0: |          | 2954/? [20:09<00:00,  2.44it/s]\nEpoch 0: |          | 2955/? [20:09<00:00,  2.44it/s]\nEpoch 0: |          | 2955/? [20:09<00:00,  2.44it/s]\nEpoch 0: |          | 2956/? [20:09<00:00,  2.44it/s]\nEpoch 0: |          | 2956/? [20:09<00:00,  2.44it/s]\nEpoch 0: |          | 2957/? [20:10<00:00,  2.44it/s]\nEpoch 0: |          | 2957/? [20:10<00:00,  2.44it/s]\nEpoch 0: |          | 2958/? [20:10<00:00,  2.44it/s]\nEpoch 0: |          | 2958/? [20:10<00:00,  2.44it/s]\nEpoch 0: |          | 2959/? [20:10<00:00,  2.44it/s]\nEpoch 0: |          | 2959/? [20:10<00:00,  2.44it/s]\nEpoch 0: |          | 2960/? [20:11<00:00,  2.44it/s]\nEpoch 0: |          | 2960/? [20:11<00:00,  2.44it/s]\nEpoch 0: |          | 2961/? [20:11<00:00,  2.44it/s]\nEpoch 0: |          | 2961/? [20:11<00:00,  2.44it/s]\nEpoch 0: |          | 2962/? [20:12<00:00,  2.44it/s]\nEpoch 0: |          | 2962/? [20:12<00:00,  2.44it/s]\nEpoch 0: |          | 2963/? [20:12<00:00,  2.44it/s]\nEpoch 0: |          | 2963/? [20:12<00:00,  2.44it/s]\nEpoch 0: |          | 2964/? [20:12<00:00,  2.44it/s]\nEpoch 0: |          | 2964/? [20:12<00:00,  2.44it/s]\nEpoch 0: |          | 2965/? [20:13<00:00,  2.44it/s]\nEpoch 0: |          | 2965/? [20:13<00:00,  2.44it/s]\nEpoch 0: |          | 2966/? [20:13<00:00,  2.44it/s]\nEpoch 0: |          | 2966/? [20:13<00:00,  2.44it/s]\nEpoch 0: |          | 2967/? [20:13<00:00,  2.44it/s]\nEpoch 0: |          | 2967/? [20:13<00:00,  2.44it/s]\nEpoch 0: |          | 2968/? [20:14<00:00,  2.44it/s]\nEpoch 0: |          | 2968/? [20:14<00:00,  2.44it/s]\nEpoch 0: |          | 2969/? [20:14<00:00,  2.44it/s]\nEpoch 0: |          | 2969/? [20:14<00:00,  2.44it/s]\nEpoch 0: |          | 2970/? [20:15<00:00,  2.44it/s]\nEpoch 0: |          | 2970/? [20:15<00:00,  2.44it/s]\nEpoch 0: |          | 2971/? [20:15<00:00,  2.44it/s]\nEpoch 0: |          | 2971/? [20:15<00:00,  2.44it/s]\nEpoch 0: |          | 2972/? [20:15<00:00,  2.44it/s]\nEpoch 0: |          | 2972/? [20:15<00:00,  2.44it/s]\nEpoch 0: |          | 2973/? [20:16<00:00,  2.44it/s]\nEpoch 0: |          | 2973/? [20:16<00:00,  2.44it/s]\nEpoch 0: |          | 2974/? [20:16<00:00,  2.44it/s]\nEpoch 0: |          | 2974/? [20:16<00:00,  2.44it/s]\nEpoch 0: |          | 2975/? [20:16<00:00,  2.44it/s]\nEpoch 0: |          | 2975/? [20:16<00:00,  2.44it/s]\nEpoch 0: |          | 2976/? [20:17<00:00,  2.44it/s]\nEpoch 0: |          | 2976/? [20:17<00:00,  2.44it/s]\nEpoch 0: |          | 2977/? [20:17<00:00,  2.44it/s]\nEpoch 0: |          | 2977/? [20:17<00:00,  2.44it/s]\nEpoch 0: |          | 2978/? [20:18<00:00,  2.44it/s]\nEpoch 0: |          | 2978/? [20:18<00:00,  2.44it/s]\nEpoch 0: |          | 2979/? [20:18<00:00,  2.44it/s]\nEpoch 0: |          | 2979/? [20:18<00:00,  2.44it/s]\nEpoch 0: |          | 2980/? [20:18<00:00,  2.44it/s]\nEpoch 0: |          | 2980/? [20:18<00:00,  2.44it/s]\nEpoch 0: |          | 2981/? [20:19<00:00,  2.44it/s]\nEpoch 0: |          | 2981/? [20:19<00:00,  2.44it/s]\nEpoch 0: |          | 2982/? [20:19<00:00,  2.44it/s]\nEpoch 0: |          | 2982/? [20:19<00:00,  2.44it/s]\nEpoch 0: |          | 2983/? [20:20<00:00,  2.45it/s]\nEpoch 0: |          | 2983/? [20:20<00:00,  2.45it/s]\nEpoch 0: |          | 2984/? [20:20<00:00,  2.45it/s]\nEpoch 0: |          | 2984/? [20:20<00:00,  2.45it/s]\nEpoch 0: |          | 2985/? [20:20<00:00,  2.45it/s]\nEpoch 0: |          | 2985/? [20:20<00:00,  2.45it/s]\nEpoch 0: |          | 2986/? [20:21<00:00,  2.45it/s]\nEpoch 0: |          | 2986/? [20:21<00:00,  2.45it/s]\nEpoch 0: |          | 2987/? [20:21<00:00,  2.45it/s]\nEpoch 0: |          | 2987/? [20:21<00:00,  2.45it/s]\nEpoch 0: |          | 2988/? [20:21<00:00,  2.45it/s]\nEpoch 0: |          | 2988/? [20:21<00:00,  2.45it/s]\nEpoch 0: |          | 2989/? [20:22<00:00,  2.45it/s]\nEpoch 0: |          | 2989/? [20:22<00:00,  2.45it/s]\nEpoch 0: |          | 2990/? [20:22<00:00,  2.45it/s]\nEpoch 0: |          | 2990/? [20:22<00:00,  2.45it/s]\nEpoch 0: |          | 2991/? [20:23<00:00,  2.45it/s]\nEpoch 0: |          | 2991/? [20:23<00:00,  2.45it/s]\nEpoch 0: |          | 2992/? [20:23<00:00,  2.45it/s]\nEpoch 0: |          | 2992/? [20:23<00:00,  2.45it/s]\nEpoch 0: |          | 2993/? [20:23<00:00,  2.45it/s]\nEpoch 0: |          | 2993/? [20:23<00:00,  2.45it/s]\nEpoch 0: |          | 2994/? [20:24<00:00,  2.45it/s]\nEpoch 0: |          | 2994/? [20:24<00:00,  2.45it/s]\nEpoch 0: |          | 2995/? [20:24<00:00,  2.45it/s]\nEpoch 0: |          | 2995/? [20:24<00:00,  2.45it/s]\nEpoch 0: |          | 2996/? [20:24<00:00,  2.45it/s]\nEpoch 0: |          | 2996/? [20:24<00:00,  2.45it/s]\nEpoch 0: |          | 2997/? [20:25<00:00,  2.45it/s]\nEpoch 0: |          | 2997/? [20:25<00:00,  2.45it/s]\nEpoch 0: |          | 2998/? [20:25<00:00,  2.45it/s]\nEpoch 0: |          | 2998/? [20:25<00:00,  2.45it/s]\nEpoch 0: |          | 2999/? [20:26<00:00,  2.45it/s]\nEpoch 0: |          | 2999/? [20:26<00:00,  2.45it/s]\nEpoch 0: |          | 3000/? [20:26<00:00,  2.45it/s]\nEpoch 0: |          | 3000/? [20:26<00:00,  2.45it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  9.72it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.17it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.23it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.07it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 3000/? [20:26<00:00,  2.45it/s]\nEpoch 0: |          | 3001/? [20:27<00:00,  2.45it/s]\nEpoch 0: |          | 3001/? [20:27<00:00,  2.45it/s]\nEpoch 0: |          | 3002/? [20:27<00:00,  2.45it/s]\nEpoch 0: |          | 3002/? [20:27<00:00,  2.45it/s]\nEpoch 0: |          | 3003/? [20:28<00:00,  2.45it/s]\nEpoch 0: |          | 3003/? [20:28<00:00,  2.45it/s]\nEpoch 0: |          | 3004/? [20:28<00:00,  2.45it/s]\nEpoch 0: |          | 3004/? [20:28<00:00,  2.45it/s]\nEpoch 0: |          | 3005/? [20:28<00:00,  2.45it/s]\nEpoch 0: |          | 3005/? [20:28<00:00,  2.45it/s]\nEpoch 0: |          | 3006/? [20:29<00:00,  2.45it/s]\nEpoch 0: |          | 3006/? [20:29<00:00,  2.45it/s]\nEpoch 0: |          | 3007/? [20:29<00:00,  2.45it/s]\nEpoch 0: |          | 3007/? [20:29<00:00,  2.45it/s]\nEpoch 0: |          | 3008/? [20:29<00:00,  2.45it/s]\nEpoch 0: |          | 3008/? [20:29<00:00,  2.45it/s]\nEpoch 0: |          | 3009/? [20:30<00:00,  2.45it/s]\nEpoch 0: |          | 3009/? [20:30<00:00,  2.45it/s]\nEpoch 0: |          | 3010/? [20:30<00:00,  2.45it/s]\nEpoch 0: |          | 3010/? [20:30<00:00,  2.45it/s]\nEpoch 0: |          | 3011/? [20:31<00:00,  2.45it/s]\nEpoch 0: |          | 3011/? [20:31<00:00,  2.45it/s]\nEpoch 0: |          | 3012/? [20:31<00:00,  2.45it/s]\nEpoch 0: |          | 3012/? [20:31<00:00,  2.45it/s]\nEpoch 0: |          | 3013/? [20:31<00:00,  2.45it/s]\nEpoch 0: |          | 3013/? [20:31<00:00,  2.45it/s]\nEpoch 0: |          | 3014/? [20:32<00:00,  2.45it/s]\nEpoch 0: |          | 3014/? [20:32<00:00,  2.45it/s]\nEpoch 0: |          | 3015/? [20:32<00:00,  2.45it/s]\nEpoch 0: |          | 3015/? [20:32<00:00,  2.45it/s]\nEpoch 0: |          | 3016/? [20:32<00:00,  2.45it/s]\nEpoch 0: |          | 3016/? [20:32<00:00,  2.45it/s]\nEpoch 0: |          | 3017/? [20:33<00:00,  2.45it/s]\nEpoch 0: |          | 3017/? [20:33<00:00,  2.45it/s]\nEpoch 0: |          | 3018/? [20:33<00:00,  2.45it/s]\nEpoch 0: |          | 3018/? [20:33<00:00,  2.45it/s]\nEpoch 0: |          | 3019/? [20:34<00:00,  2.45it/s]\nEpoch 0: |          | 3019/? [20:34<00:00,  2.45it/s]\nEpoch 0: |          | 3020/? [20:34<00:00,  2.45it/s]\nEpoch 0: |          | 3020/? [20:34<00:00,  2.45it/s]\nEpoch 0: |          | 3021/? [20:34<00:00,  2.45it/s]\nEpoch 0: |          | 3021/? [20:34<00:00,  2.45it/s]\nEpoch 0: |          | 3022/? [20:35<00:00,  2.45it/s]\nEpoch 0: |          | 3022/? [20:35<00:00,  2.45it/s]\nEpoch 0: |          | 3023/? [20:35<00:00,  2.45it/s]\nEpoch 0: |          | 3023/? [20:35<00:00,  2.45it/s]\nEpoch 0: |          | 3024/? [20:35<00:00,  2.45it/s]\nEpoch 0: |          | 3024/? [20:35<00:00,  2.45it/s]\nEpoch 0: |          | 3025/? [20:36<00:00,  2.45it/s]\nEpoch 0: |          | 3025/? [20:36<00:00,  2.45it/s]\nEpoch 0: |          | 3026/? [20:36<00:00,  2.45it/s]\nEpoch 0: |          | 3026/? [20:36<00:00,  2.45it/s]\nEpoch 0: |          | 3027/? [20:37<00:00,  2.45it/s]\nEpoch 0: |          | 3027/? [20:37<00:00,  2.45it/s]\nEpoch 0: |          | 3028/? [20:37<00:00,  2.45it/s]\nEpoch 0: |          | 3028/? [20:37<00:00,  2.45it/s]\nEpoch 0: |          | 3029/? [20:37<00:00,  2.45it/s]\nEpoch 0: |          | 3029/? [20:37<00:00,  2.45it/s]\nEpoch 0: |          | 3030/? [20:38<00:00,  2.45it/s]\nEpoch 0: |          | 3030/? [20:38<00:00,  2.45it/s]\nEpoch 0: |          | 3031/? [20:38<00:00,  2.45it/s]\nEpoch 0: |          | 3031/? [20:38<00:00,  2.45it/s]\nEpoch 0: |          | 3032/? [20:38<00:00,  2.45it/s]\nEpoch 0: |          | 3032/? [20:38<00:00,  2.45it/s]\nEpoch 0: |          | 3033/? [20:39<00:00,  2.45it/s]\nEpoch 0: |          | 3033/? [20:39<00:00,  2.45it/s]\nEpoch 0: |          | 3034/? [20:39<00:00,  2.45it/s]\nEpoch 0: |          | 3034/? [20:39<00:00,  2.45it/s]\nEpoch 0: |          | 3035/? [20:40<00:00,  2.45it/s]\nEpoch 0: |          | 3035/? [20:40<00:00,  2.45it/s]\nEpoch 0: |          | 3036/? [20:40<00:00,  2.45it/s]\nEpoch 0: |          | 3036/? [20:40<00:00,  2.45it/s]\nEpoch 0: |          | 3037/? [20:40<00:00,  2.45it/s]\nEpoch 0: |          | 3037/? [20:40<00:00,  2.45it/s]\nEpoch 0: |          | 3038/? [20:41<00:00,  2.45it/s]\nEpoch 0: |          | 3038/? [20:41<00:00,  2.45it/s]\nEpoch 0: |          | 3039/? [20:41<00:00,  2.45it/s]\nEpoch 0: |          | 3039/? [20:41<00:00,  2.45it/s]\nEpoch 0: |          | 3040/? [20:41<00:00,  2.45it/s]\nEpoch 0: |          | 3040/? [20:41<00:00,  2.45it/s]\nEpoch 0: |          | 3041/? [20:42<00:00,  2.45it/s]\nEpoch 0: |          | 3041/? [20:42<00:00,  2.45it/s]\nEpoch 0: |          | 3042/? [20:42<00:00,  2.45it/s]\nEpoch 0: |          | 3042/? [20:42<00:00,  2.45it/s]\nEpoch 0: |          | 3043/? [20:43<00:00,  2.45it/s]\nEpoch 0: |          | 3043/? [20:43<00:00,  2.45it/s]\nEpoch 0: |          | 3044/? [20:43<00:00,  2.45it/s]\nEpoch 0: |          | 3044/? [20:43<00:00,  2.45it/s]\nEpoch 0: |          | 3045/? [20:43<00:00,  2.45it/s]\nEpoch 0: |          | 3045/? [20:43<00:00,  2.45it/s]\nEpoch 0: |          | 3046/? [20:44<00:00,  2.45it/s]\nEpoch 0: |          | 3046/? [20:44<00:00,  2.45it/s]\nEpoch 0: |          | 3047/? [20:44<00:00,  2.45it/s]\nEpoch 0: |          | 3047/? [20:44<00:00,  2.45it/s]\nEpoch 0: |          | 3048/? [20:44<00:00,  2.45it/s]\nEpoch 0: |          | 3048/? [20:44<00:00,  2.45it/s]\nEpoch 0: |          | 3049/? [20:45<00:00,  2.45it/s]\nEpoch 0: |          | 3049/? [20:45<00:00,  2.45it/s]\nEpoch 0: |          | 3050/? [20:45<00:00,  2.45it/s]\nEpoch 0: |          | 3050/? [20:45<00:00,  2.45it/s]\nEpoch 0: |          | 3051/? [20:46<00:00,  2.45it/s]\nEpoch 0: |          | 3051/? [20:46<00:00,  2.45it/s]\nEpoch 0: |          | 3052/? [20:46<00:00,  2.45it/s]\nEpoch 0: |          | 3052/? [20:46<00:00,  2.45it/s]\nEpoch 0: |          | 3053/? [20:46<00:00,  2.45it/s]\nEpoch 0: |          | 3053/? [20:46<00:00,  2.45it/s]\nEpoch 0: |          | 3054/? [20:47<00:00,  2.45it/s]\nEpoch 0: |          | 3054/? [20:47<00:00,  2.45it/s]\nEpoch 0: |          | 3055/? [20:47<00:00,  2.45it/s]\nEpoch 0: |          | 3055/? [20:47<00:00,  2.45it/s]\nEpoch 0: |          | 3056/? [20:48<00:00,  2.45it/s]\nEpoch 0: |          | 3056/? [20:48<00:00,  2.45it/s]\nEpoch 0: |          | 3057/? [20:48<00:00,  2.45it/s]\nEpoch 0: |          | 3057/? [20:48<00:00,  2.45it/s]\nEpoch 0: |          | 3058/? [20:48<00:00,  2.45it/s]\nEpoch 0: |          | 3058/? [20:48<00:00,  2.45it/s]\nEpoch 0: |          | 3059/? [20:49<00:00,  2.45it/s]\nEpoch 0: |          | 3059/? [20:49<00:00,  2.45it/s]\nEpoch 0: |          | 3060/? [20:49<00:00,  2.45it/s]\nEpoch 0: |          | 3060/? [20:49<00:00,  2.45it/s]\nEpoch 0: |          | 3061/? [20:49<00:00,  2.45it/s]\nEpoch 0: |          | 3061/? [20:49<00:00,  2.45it/s]\nEpoch 0: |          | 3062/? [20:50<00:00,  2.45it/s]\nEpoch 0: |          | 3062/? [20:50<00:00,  2.45it/s]\nEpoch 0: |          | 3063/? [20:50<00:00,  2.45it/s]\nEpoch 0: |          | 3063/? [20:50<00:00,  2.45it/s]\nEpoch 0: |          | 3064/? [20:51<00:00,  2.45it/s]\nEpoch 0: |          | 3064/? [20:51<00:00,  2.45it/s]\nEpoch 0: |          | 3065/? [20:51<00:00,  2.45it/s]\nEpoch 0: |          | 3065/? [20:51<00:00,  2.45it/s]\nEpoch 0: |          | 3066/? [20:51<00:00,  2.45it/s]\nEpoch 0: |          | 3066/? [20:51<00:00,  2.45it/s]\nEpoch 0: |          | 3067/? [20:52<00:00,  2.45it/s]\nEpoch 0: |          | 3067/? [20:52<00:00,  2.45it/s]\nEpoch 0: |          | 3068/? [20:52<00:00,  2.45it/s]\nEpoch 0: |          | 3068/? [20:52<00:00,  2.45it/s]\nEpoch 0: |          | 3069/? [20:52<00:00,  2.45it/s]\nEpoch 0: |          | 3069/? [20:52<00:00,  2.45it/s]\nEpoch 0: |          | 3070/? [20:53<00:00,  2.45it/s]\nEpoch 0: |          | 3070/? [20:53<00:00,  2.45it/s]\nEpoch 0: |          | 3071/? [20:53<00:00,  2.45it/s]\nEpoch 0: |          | 3071/? [20:53<00:00,  2.45it/s]\nEpoch 0: |          | 3072/? [20:54<00:00,  2.45it/s]\nEpoch 0: |          | 3072/? [20:54<00:00,  2.45it/s]\nEpoch 0: |          | 3073/? [20:54<00:00,  2.45it/s]\nEpoch 0: |          | 3073/? [20:54<00:00,  2.45it/s]\nEpoch 0: |          | 3074/? [20:54<00:00,  2.45it/s]\nEpoch 0: |          | 3074/? [20:54<00:00,  2.45it/s]\nEpoch 0: |          | 3075/? [20:55<00:00,  2.45it/s]\nEpoch 0: |          | 3075/? [20:55<00:00,  2.45it/s]\nEpoch 0: |          | 3076/? [20:55<00:00,  2.45it/s]\nEpoch 0: |          | 3076/? [20:55<00:00,  2.45it/s]\nEpoch 0: |          | 3077/? [20:55<00:00,  2.45it/s]\nEpoch 0: |          | 3077/? [20:55<00:00,  2.45it/s]\nEpoch 0: |          | 3078/? [20:56<00:00,  2.45it/s]\nEpoch 0: |          | 3078/? [20:56<00:00,  2.45it/s]\nEpoch 0: |          | 3079/? [20:56<00:00,  2.45it/s]\nEpoch 0: |          | 3079/? [20:56<00:00,  2.45it/s]\nEpoch 0: |          | 3080/? [20:57<00:00,  2.45it/s]\nEpoch 0: |          | 3080/? [20:57<00:00,  2.45it/s]\nEpoch 0: |          | 3081/? [20:57<00:00,  2.45it/s]\nEpoch 0: |          | 3081/? [20:57<00:00,  2.45it/s]\nEpoch 0: |          | 3082/? [20:57<00:00,  2.45it/s]\nEpoch 0: |          | 3082/? [20:57<00:00,  2.45it/s]\nEpoch 0: |          | 3083/? [20:58<00:00,  2.45it/s]\nEpoch 0: |          | 3083/? [20:58<00:00,  2.45it/s]\nEpoch 0: |          | 3084/? [20:58<00:00,  2.45it/s]\nEpoch 0: |          | 3084/? [20:58<00:00,  2.45it/s]\nEpoch 0: |          | 3085/? [20:58<00:00,  2.45it/s]\nEpoch 0: |          | 3085/? [20:58<00:00,  2.45it/s]\nEpoch 0: |          | 3086/? [20:59<00:00,  2.45it/s]\nEpoch 0: |          | 3086/? [20:59<00:00,  2.45it/s]\nEpoch 0: |          | 3087/? [20:59<00:00,  2.45it/s]\nEpoch 0: |          | 3087/? [20:59<00:00,  2.45it/s]\nEpoch 0: |          | 3088/? [21:00<00:00,  2.45it/s]\nEpoch 0: |          | 3088/? [21:00<00:00,  2.45it/s]\nEpoch 0: |          | 3089/? [21:00<00:00,  2.45it/s]\nEpoch 0: |          | 3089/? [21:00<00:00,  2.45it/s]\nEpoch 0: |          | 3090/? [21:00<00:00,  2.45it/s]\nEpoch 0: |          | 3090/? [21:00<00:00,  2.45it/s]\nEpoch 0: |          | 3091/? [21:01<00:00,  2.45it/s]\nEpoch 0: |          | 3091/? [21:01<00:00,  2.45it/s]\nEpoch 0: |          | 3092/? [21:01<00:00,  2.45it/s]\nEpoch 0: |          | 3092/? [21:01<00:00,  2.45it/s]\nEpoch 0: |          | 3093/? [21:01<00:00,  2.45it/s]\nEpoch 0: |          | 3093/? [21:01<00:00,  2.45it/s]\nEpoch 0: |          | 3094/? [21:02<00:00,  2.45it/s]\nEpoch 0: |          | 3094/? [21:02<00:00,  2.45it/s]\nEpoch 0: |          | 3095/? [21:02<00:00,  2.45it/s]\nEpoch 0: |          | 3095/? [21:02<00:00,  2.45it/s]\nEpoch 0: |          | 3096/? [21:03<00:00,  2.45it/s]\nEpoch 0: |          | 3096/? [21:03<00:00,  2.45it/s]\nEpoch 0: |          | 3097/? [21:03<00:00,  2.45it/s]\nEpoch 0: |          | 3097/? [21:03<00:00,  2.45it/s]\nEpoch 0: |          | 3098/? [21:03<00:00,  2.45it/s]\nEpoch 0: |          | 3098/? [21:03<00:00,  2.45it/s]\nEpoch 0: |          | 3099/? [21:04<00:00,  2.45it/s]\nEpoch 0: |          | 3099/? [21:04<00:00,  2.45it/s]\nEpoch 0: |          | 3100/? [21:04<00:00,  2.45it/s]\nEpoch 0: |          | 3100/? [21:04<00:00,  2.45it/s]\nEpoch 0: |          | 3101/? [21:04<00:00,  2.45it/s]\nEpoch 0: |          | 3101/? [21:04<00:00,  2.45it/s]\nEpoch 0: |          | 3102/? [21:05<00:00,  2.45it/s]\nEpoch 0: |          | 3102/? [21:05<00:00,  2.45it/s]\nEpoch 0: |          | 3103/? [21:05<00:00,  2.45it/s]\nEpoch 0: |          | 3103/? [21:05<00:00,  2.45it/s]\nEpoch 0: |          | 3104/? [21:06<00:00,  2.45it/s]\nEpoch 0: |          | 3104/? [21:06<00:00,  2.45it/s]\nEpoch 0: |          | 3105/? [21:06<00:00,  2.45it/s]\nEpoch 0: |          | 3105/? [21:06<00:00,  2.45it/s]\nEpoch 0: |          | 3106/? [21:06<00:00,  2.45it/s]\nEpoch 0: |          | 3106/? [21:06<00:00,  2.45it/s]\nEpoch 0: |          | 3107/? [21:07<00:00,  2.45it/s]\nEpoch 0: |          | 3107/? [21:07<00:00,  2.45it/s]\nEpoch 0: |          | 3108/? [21:07<00:00,  2.45it/s]\nEpoch 0: |          | 3108/? [21:07<00:00,  2.45it/s]\nEpoch 0: |          | 3109/? [21:07<00:00,  2.45it/s]\nEpoch 0: |          | 3109/? [21:07<00:00,  2.45it/s]\nEpoch 0: |          | 3110/? [21:08<00:00,  2.45it/s]\nEpoch 0: |          | 3110/? [21:08<00:00,  2.45it/s]\nEpoch 0: |          | 3111/? [21:08<00:00,  2.45it/s]\nEpoch 0: |          | 3111/? [21:08<00:00,  2.45it/s]\nEpoch 0: |          | 3112/? [21:09<00:00,  2.45it/s]\nEpoch 0: |          | 3112/? [21:09<00:00,  2.45it/s]\nEpoch 0: |          | 3113/? [21:09<00:00,  2.45it/s]\nEpoch 0: |          | 3113/? [21:09<00:00,  2.45it/s]\nEpoch 0: |          | 3114/? [21:09<00:00,  2.45it/s]\nEpoch 0: |          | 3114/? [21:09<00:00,  2.45it/s]\nEpoch 0: |          | 3115/? [21:10<00:00,  2.45it/s]\nEpoch 0: |          | 3115/? [21:10<00:00,  2.45it/s]\nEpoch 0: |          | 3116/? [21:10<00:00,  2.45it/s]\nEpoch 0: |          | 3116/? [21:10<00:00,  2.45it/s]\nEpoch 0: |          | 3117/? [21:10<00:00,  2.45it/s]\nEpoch 0: |          | 3117/? [21:10<00:00,  2.45it/s]\nEpoch 0: |          | 3118/? [21:11<00:00,  2.45it/s]\nEpoch 0: |          | 3118/? [21:11<00:00,  2.45it/s]\nEpoch 0: |          | 3119/? [21:11<00:00,  2.45it/s]\nEpoch 0: |          | 3119/? [21:11<00:00,  2.45it/s]\nEpoch 0: |          | 3120/? [21:12<00:00,  2.45it/s]\nEpoch 0: |          | 3120/? [21:12<00:00,  2.45it/s]\nEpoch 0: |          | 3121/? [21:12<00:00,  2.45it/s]\nEpoch 0: |          | 3121/? [21:12<00:00,  2.45it/s]\nEpoch 0: |          | 3122/? [21:12<00:00,  2.45it/s]\nEpoch 0: |          | 3122/? [21:12<00:00,  2.45it/s]\nEpoch 0: |          | 3123/? [21:13<00:00,  2.45it/s]\nEpoch 0: |          | 3123/? [21:13<00:00,  2.45it/s]\nEpoch 0: |          | 3124/? [21:13<00:00,  2.45it/s]\nEpoch 0: |          | 3124/? [21:13<00:00,  2.45it/s]\nEpoch 0: |          | 3125/? [21:13<00:00,  2.45it/s]\nEpoch 0: |          | 3125/? [21:13<00:00,  2.45it/s]\nEpoch 0: |          | 3126/? [21:14<00:00,  2.45it/s]\nEpoch 0: |          | 3126/? [21:14<00:00,  2.45it/s]\nEpoch 0: |          | 3127/? [21:14<00:00,  2.45it/s]\nEpoch 0: |          | 3127/? [21:14<00:00,  2.45it/s]\nEpoch 0: |          | 3128/? [21:15<00:00,  2.45it/s]\nEpoch 0: |          | 3128/? [21:15<00:00,  2.45it/s]\nEpoch 0: |          | 3129/? [21:15<00:00,  2.45it/s]\nEpoch 0: |          | 3129/? [21:15<00:00,  2.45it/s]\nEpoch 0: |          | 3130/? [21:15<00:00,  2.45it/s]\nEpoch 0: |          | 3130/? [21:15<00:00,  2.45it/s]\nEpoch 0: |          | 3131/? [21:16<00:00,  2.45it/s]\nEpoch 0: |          | 3131/? [21:16<00:00,  2.45it/s]\nEpoch 0: |          | 3132/? [21:16<00:00,  2.45it/s]\nEpoch 0: |          | 3132/? [21:16<00:00,  2.45it/s]\nEpoch 0: |          | 3133/? [21:16<00:00,  2.45it/s]\nEpoch 0: |          | 3133/? [21:16<00:00,  2.45it/s]\nEpoch 0: |          | 3134/? [21:17<00:00,  2.45it/s]\nEpoch 0: |          | 3134/? [21:17<00:00,  2.45it/s]\nEpoch 0: |          | 3135/? [21:17<00:00,  2.45it/s]\nEpoch 0: |          | 3135/? [21:17<00:00,  2.45it/s]\nEpoch 0: |          | 3136/? [21:18<00:00,  2.45it/s]\nEpoch 0: |          | 3136/? [21:18<00:00,  2.45it/s]\nEpoch 0: |          | 3137/? [21:18<00:00,  2.45it/s]\nEpoch 0: |          | 3137/? [21:18<00:00,  2.45it/s]\nEpoch 0: |          | 3138/? [21:18<00:00,  2.45it/s]\nEpoch 0: |          | 3138/? [21:18<00:00,  2.45it/s]\nEpoch 0: |          | 3139/? [21:19<00:00,  2.45it/s]\nEpoch 0: |          | 3139/? [21:19<00:00,  2.45it/s]\nEpoch 0: |          | 3140/? [21:19<00:00,  2.45it/s]\nEpoch 0: |          | 3140/? [21:19<00:00,  2.45it/s]\nEpoch 0: |          | 3141/? [21:19<00:00,  2.45it/s]\nEpoch 0: |          | 3141/? [21:19<00:00,  2.45it/s]\nEpoch 0: |          | 3142/? [21:20<00:00,  2.45it/s]\nEpoch 0: |          | 3142/? [21:20<00:00,  2.45it/s]\nEpoch 0: |          | 3143/? [21:20<00:00,  2.45it/s]\nEpoch 0: |          | 3143/? [21:20<00:00,  2.45it/s]\nEpoch 0: |          | 3144/? [21:21<00:00,  2.45it/s]\nEpoch 0: |          | 3144/? [21:21<00:00,  2.45it/s]\nEpoch 0: |          | 3145/? [21:21<00:00,  2.45it/s]\nEpoch 0: |          | 3145/? [21:21<00:00,  2.45it/s]\nEpoch 0: |          | 3146/? [21:21<00:00,  2.45it/s]\nEpoch 0: |          | 3146/? [21:21<00:00,  2.45it/s]\nEpoch 0: |          | 3147/? [21:22<00:00,  2.45it/s]\nEpoch 0: |          | 3147/? [21:22<00:00,  2.45it/s]\nEpoch 0: |          | 3148/? [21:22<00:00,  2.45it/s]\nEpoch 0: |          | 3148/? [21:22<00:00,  2.45it/s]\nEpoch 0: |          | 3149/? [21:23<00:00,  2.45it/s]\nEpoch 0: |          | 3149/? [21:23<00:00,  2.45it/s]\nEpoch 0: |          | 3150/? [21:23<00:00,  2.45it/s]\nEpoch 0: |          | 3150/? [21:23<00:00,  2.45it/s]\nEpoch 0: |          | 3151/? [21:23<00:00,  2.45it/s]\nEpoch 0: |          | 3151/? [21:23<00:00,  2.45it/s]\nEpoch 0: |          | 3152/? [21:24<00:00,  2.45it/s]\nEpoch 0: |          | 3152/? [21:24<00:00,  2.45it/s]\nEpoch 0: |          | 3153/? [21:24<00:00,  2.45it/s]\nEpoch 0: |          | 3153/? [21:24<00:00,  2.45it/s]\nEpoch 0: |          | 3154/? [21:24<00:00,  2.45it/s]\nEpoch 0: |          | 3154/? [21:24<00:00,  2.45it/s]\nEpoch 0: |          | 3155/? [21:25<00:00,  2.45it/s]\nEpoch 0: |          | 3155/? [21:25<00:00,  2.45it/s]\nEpoch 0: |          | 3156/? [21:25<00:00,  2.45it/s]\nEpoch 0: |          | 3156/? [21:25<00:00,  2.45it/s]\nEpoch 0: |          | 3157/? [21:26<00:00,  2.45it/s]\nEpoch 0: |          | 3157/? [21:26<00:00,  2.45it/s]\nEpoch 0: |          | 3158/? [21:26<00:00,  2.45it/s]\nEpoch 0: |          | 3158/? [21:26<00:00,  2.45it/s]\nEpoch 0: |          | 3159/? [21:26<00:00,  2.45it/s]\nEpoch 0: |          | 3159/? [21:26<00:00,  2.45it/s]\nEpoch 0: |          | 3160/? [21:27<00:00,  2.46it/s]\nEpoch 0: |          | 3160/? [21:27<00:00,  2.46it/s]\nEpoch 0: |          | 3161/? [21:27<00:00,  2.46it/s]\nEpoch 0: |          | 3161/? [21:27<00:00,  2.46it/s]\nEpoch 0: |          | 3162/? [21:27<00:00,  2.46it/s]\nEpoch 0: |          | 3162/? [21:27<00:00,  2.46it/s]\nEpoch 0: |          | 3163/? [21:28<00:00,  2.46it/s]\nEpoch 0: |          | 3163/? [21:28<00:00,  2.46it/s]\nEpoch 0: |          | 3164/? [21:28<00:00,  2.46it/s]\nEpoch 0: |          | 3164/? [21:28<00:00,  2.46it/s]\nEpoch 0: |          | 3165/? [21:29<00:00,  2.46it/s]\nEpoch 0: |          | 3165/? [21:29<00:00,  2.46it/s]\nEpoch 0: |          | 3166/? [21:29<00:00,  2.46it/s]\nEpoch 0: |          | 3166/? [21:29<00:00,  2.46it/s]\nEpoch 0: |          | 3167/? [21:29<00:00,  2.46it/s]\nEpoch 0: |          | 3167/? [21:29<00:00,  2.46it/s]\nEpoch 0: |          | 3168/? [21:30<00:00,  2.46it/s]\nEpoch 0: |          | 3168/? [21:30<00:00,  2.46it/s]\nEpoch 0: |          | 3169/? [21:30<00:00,  2.46it/s]\nEpoch 0: |          | 3169/? [21:30<00:00,  2.46it/s]\nEpoch 0: |          | 3170/? [21:30<00:00,  2.46it/s]\nEpoch 0: |          | 3170/? [21:30<00:00,  2.46it/s]\nEpoch 0: |          | 3171/? [21:31<00:00,  2.46it/s]\nEpoch 0: |          | 3171/? [21:31<00:00,  2.46it/s]\nEpoch 0: |          | 3172/? [21:31<00:00,  2.46it/s]\nEpoch 0: |          | 3172/? [21:31<00:00,  2.46it/s]\nEpoch 0: |          | 3173/? [21:32<00:00,  2.46it/s]\nEpoch 0: |          | 3173/? [21:32<00:00,  2.46it/s]\nEpoch 0: |          | 3174/? [21:32<00:00,  2.46it/s]\nEpoch 0: |          | 3174/? [21:32<00:00,  2.46it/s]\nEpoch 0: |          | 3175/? [21:32<00:00,  2.46it/s]\nEpoch 0: |          | 3175/? [21:32<00:00,  2.46it/s]\nEpoch 0: |          | 3176/? [21:33<00:00,  2.46it/s]\nEpoch 0: |          | 3176/? [21:33<00:00,  2.46it/s]\nEpoch 0: |          | 3177/? [21:33<00:00,  2.46it/s]\nEpoch 0: |          | 3177/? [21:33<00:00,  2.46it/s]\nEpoch 0: |          | 3178/? [21:33<00:00,  2.46it/s]\nEpoch 0: |          | 3178/? [21:33<00:00,  2.46it/s]\nEpoch 0: |          | 3179/? [21:34<00:00,  2.46it/s]\nEpoch 0: |          | 3179/? [21:34<00:00,  2.46it/s]\nEpoch 0: |          | 3180/? [21:34<00:00,  2.46it/s]\nEpoch 0: |          | 3180/? [21:34<00:00,  2.46it/s]\nEpoch 0: |          | 3181/? [21:35<00:00,  2.46it/s]\nEpoch 0: |          | 3181/? [21:35<00:00,  2.46it/s]\nEpoch 0: |          | 3182/? [21:35<00:00,  2.46it/s]\nEpoch 0: |          | 3182/? [21:35<00:00,  2.46it/s]\nEpoch 0: |          | 3183/? [21:35<00:00,  2.46it/s]\nEpoch 0: |          | 3183/? [21:35<00:00,  2.46it/s]\nEpoch 0: |          | 3184/? [21:36<00:00,  2.46it/s]\nEpoch 0: |          | 3184/? [21:36<00:00,  2.46it/s]\nEpoch 0: |          | 3185/? [21:36<00:00,  2.46it/s]\nEpoch 0: |          | 3185/? [21:36<00:00,  2.46it/s]\nEpoch 0: |          | 3186/? [21:36<00:00,  2.46it/s]\nEpoch 0: |          | 3186/? [21:36<00:00,  2.46it/s]\nEpoch 0: |          | 3187/? [21:37<00:00,  2.46it/s]\nEpoch 0: |          | 3187/? [21:37<00:00,  2.46it/s]\nEpoch 0: |          | 3188/? [21:37<00:00,  2.46it/s]\nEpoch 0: |          | 3188/? [21:37<00:00,  2.46it/s]\nEpoch 0: |          | 3189/? [21:38<00:00,  2.46it/s]\nEpoch 0: |          | 3189/? [21:38<00:00,  2.46it/s]\nEpoch 0: |          | 3190/? [21:38<00:00,  2.46it/s]\nEpoch 0: |          | 3190/? [21:38<00:00,  2.46it/s]\nEpoch 0: |          | 3191/? [21:38<00:00,  2.46it/s]\nEpoch 0: |          | 3191/? [21:38<00:00,  2.46it/s]\nEpoch 0: |          | 3192/? [21:39<00:00,  2.46it/s]\nEpoch 0: |          | 3192/? [21:39<00:00,  2.46it/s]\nEpoch 0: |          | 3193/? [21:39<00:00,  2.46it/s]\nEpoch 0: |          | 3193/? [21:39<00:00,  2.46it/s]\nEpoch 0: |          | 3194/? [21:39<00:00,  2.46it/s]\nEpoch 0: |          | 3194/? [21:39<00:00,  2.46it/s]\nEpoch 0: |          | 3195/? [21:40<00:00,  2.46it/s]\nEpoch 0: |          | 3195/? [21:40<00:00,  2.46it/s]\nEpoch 0: |          | 3196/? [21:40<00:00,  2.46it/s]\nEpoch 0: |          | 3196/? [21:40<00:00,  2.46it/s]\nEpoch 0: |          | 3197/? [21:41<00:00,  2.46it/s]\nEpoch 0: |          | 3197/? [21:41<00:00,  2.46it/s]\nEpoch 0: |          | 3198/? [21:41<00:00,  2.46it/s]\nEpoch 0: |          | 3198/? [21:41<00:00,  2.46it/s]\nEpoch 0: |          | 3199/? [21:41<00:00,  2.46it/s]\nEpoch 0: |          | 3199/? [21:41<00:00,  2.46it/s]\nEpoch 0: |          | 3200/? [21:42<00:00,  2.46it/s]\nEpoch 0: |          | 3200/? [21:42<00:00,  2.46it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  9.52it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.05it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.14it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.07it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 3200/? [21:42<00:00,  2.46it/s]\nEpoch 0: |          | 3201/? [21:43<00:00,  2.46it/s]\nEpoch 0: |          | 3201/? [21:43<00:00,  2.46it/s]\nEpoch 0: |          | 3202/? [21:43<00:00,  2.46it/s]\nEpoch 0: |          | 3202/? [21:43<00:00,  2.46it/s]\nEpoch 0: |          | 3203/? [21:43<00:00,  2.46it/s]\nEpoch 0: |          | 3203/? [21:43<00:00,  2.46it/s]\nEpoch 0: |          | 3204/? [21:44<00:00,  2.46it/s]\nEpoch 0: |          | 3204/? [21:44<00:00,  2.46it/s]\nEpoch 0: |          | 3205/? [21:44<00:00,  2.46it/s]\nEpoch 0: |          | 3205/? [21:44<00:00,  2.46it/s]\nEpoch 0: |          | 3206/? [21:44<00:00,  2.46it/s]\nEpoch 0: |          | 3206/? [21:44<00:00,  2.46it/s]\nEpoch 0: |          | 3207/? [21:45<00:00,  2.46it/s]\nEpoch 0: |          | 3207/? [21:45<00:00,  2.46it/s]\nEpoch 0: |          | 3208/? [21:45<00:00,  2.46it/s]\nEpoch 0: |          | 3208/? [21:45<00:00,  2.46it/s]\nEpoch 0: |          | 3209/? [21:46<00:00,  2.46it/s]\nEpoch 0: |          | 3209/? [21:46<00:00,  2.46it/s]\nEpoch 0: |          | 3210/? [21:46<00:00,  2.46it/s]\nEpoch 0: |          | 3210/? [21:46<00:00,  2.46it/s]\nEpoch 0: |          | 3211/? [21:46<00:00,  2.46it/s]\nEpoch 0: |          | 3211/? [21:46<00:00,  2.46it/s]\nEpoch 0: |          | 3212/? [21:47<00:00,  2.46it/s]\nEpoch 0: |          | 3212/? [21:47<00:00,  2.46it/s]\nEpoch 0: |          | 3213/? [21:47<00:00,  2.46it/s]\nEpoch 0: |          | 3213/? [21:47<00:00,  2.46it/s]\nEpoch 0: |          | 3214/? [21:47<00:00,  2.46it/s]\nEpoch 0: |          | 3214/? [21:47<00:00,  2.46it/s]\nEpoch 0: |          | 3215/? [21:48<00:00,  2.46it/s]\nEpoch 0: |          | 3215/? [21:48<00:00,  2.46it/s]\nEpoch 0: |          | 3216/? [21:48<00:00,  2.46it/s]\nEpoch 0: |          | 3216/? [21:48<00:00,  2.46it/s]\nEpoch 0: |          | 3217/? [21:49<00:00,  2.46it/s]\nEpoch 0: |          | 3217/? [21:49<00:00,  2.46it/s]\nEpoch 0: |          | 3218/? [21:49<00:00,  2.46it/s]\nEpoch 0: |          | 3218/? [21:49<00:00,  2.46it/s]\nEpoch 0: |          | 3219/? [21:49<00:00,  2.46it/s]\nEpoch 0: |          | 3219/? [21:49<00:00,  2.46it/s]\nEpoch 0: |          | 3220/? [21:50<00:00,  2.46it/s]\nEpoch 0: |          | 3220/? [21:50<00:00,  2.46it/s]\nEpoch 0: |          | 3221/? [21:50<00:00,  2.46it/s]\nEpoch 0: |          | 3221/? [21:50<00:00,  2.46it/s]\nEpoch 0: |          | 3222/? [21:50<00:00,  2.46it/s]\nEpoch 0: |          | 3222/? [21:50<00:00,  2.46it/s]\nEpoch 0: |          | 3223/? [21:51<00:00,  2.46it/s]\nEpoch 0: |          | 3223/? [21:51<00:00,  2.46it/s]\nEpoch 0: |          | 3224/? [21:51<00:00,  2.46it/s]\nEpoch 0: |          | 3224/? [21:51<00:00,  2.46it/s]\nEpoch 0: |          | 3225/? [21:52<00:00,  2.46it/s]\nEpoch 0: |          | 3225/? [21:52<00:00,  2.46it/s]\nEpoch 0: |          | 3226/? [21:52<00:00,  2.46it/s]\nEpoch 0: |          | 3226/? [21:52<00:00,  2.46it/s]\nEpoch 0: |          | 3227/? [21:52<00:00,  2.46it/s]\nEpoch 0: |          | 3227/? [21:52<00:00,  2.46it/s]\nEpoch 0: |          | 3228/? [21:53<00:00,  2.46it/s]\nEpoch 0: |          | 3228/? [21:53<00:00,  2.46it/s]\nEpoch 0: |          | 3229/? [21:53<00:00,  2.46it/s]\nEpoch 0: |          | 3229/? [21:53<00:00,  2.46it/s]\nEpoch 0: |          | 3230/? [21:53<00:00,  2.46it/s]\nEpoch 0: |          | 3230/? [21:53<00:00,  2.46it/s]\nEpoch 0: |          | 3231/? [21:54<00:00,  2.46it/s]\nEpoch 0: |          | 3231/? [21:54<00:00,  2.46it/s]\nEpoch 0: |          | 3232/? [21:54<00:00,  2.46it/s]\nEpoch 0: |          | 3232/? [21:54<00:00,  2.46it/s]\nEpoch 0: |          | 3233/? [21:55<00:00,  2.46it/s]\nEpoch 0: |          | 3233/? [21:55<00:00,  2.46it/s]\nEpoch 0: |          | 3234/? [21:55<00:00,  2.46it/s]\nEpoch 0: |          | 3234/? [21:55<00:00,  2.46it/s]\nEpoch 0: |          | 3235/? [21:55<00:00,  2.46it/s]\nEpoch 0: |          | 3235/? [21:55<00:00,  2.46it/s]\nEpoch 0: |          | 3236/? [21:56<00:00,  2.46it/s]\nEpoch 0: |          | 3236/? [21:56<00:00,  2.46it/s]\nEpoch 0: |          | 3237/? [21:56<00:00,  2.46it/s]\nEpoch 0: |          | 3237/? [21:56<00:00,  2.46it/s]\nEpoch 0: |          | 3238/? [21:56<00:00,  2.46it/s]\nEpoch 0: |          | 3238/? [21:56<00:00,  2.46it/s]\nEpoch 0: |          | 3239/? [21:57<00:00,  2.46it/s]\nEpoch 0: |          | 3239/? [21:57<00:00,  2.46it/s]\nEpoch 0: |          | 3240/? [21:57<00:00,  2.46it/s]\nEpoch 0: |          | 3240/? [21:57<00:00,  2.46it/s]\nEpoch 0: |          | 3241/? [21:58<00:00,  2.46it/s]\nEpoch 0: |          | 3241/? [21:58<00:00,  2.46it/s]\nEpoch 0: |          | 3242/? [21:58<00:00,  2.46it/s]\nEpoch 0: |          | 3242/? [21:58<00:00,  2.46it/s]\nEpoch 0: |          | 3243/? [21:58<00:00,  2.46it/s]\nEpoch 0: |          | 3243/? [21:58<00:00,  2.46it/s]\nEpoch 0: |          | 3244/? [21:59<00:00,  2.46it/s]\nEpoch 0: |          | 3244/? [21:59<00:00,  2.46it/s]\nEpoch 0: |          | 3245/? [21:59<00:00,  2.46it/s]\nEpoch 0: |          | 3245/? [21:59<00:00,  2.46it/s]\nEpoch 0: |          | 3246/? [21:59<00:00,  2.46it/s]\nEpoch 0: |          | 3246/? [21:59<00:00,  2.46it/s]\nEpoch 0: |          | 3247/? [22:00<00:00,  2.46it/s]\nEpoch 0: |          | 3247/? [22:00<00:00,  2.46it/s]\nEpoch 0: |          | 3248/? [22:00<00:00,  2.46it/s]\nEpoch 0: |          | 3248/? [22:00<00:00,  2.46it/s]\nEpoch 0: |          | 3249/? [22:01<00:00,  2.46it/s]\nEpoch 0: |          | 3249/? [22:01<00:00,  2.46it/s]\nEpoch 0: |          | 3250/? [22:01<00:00,  2.46it/s]\nEpoch 0: |          | 3250/? [22:01<00:00,  2.46it/s]\nEpoch 0: |          | 3251/? [22:01<00:00,  2.46it/s]\nEpoch 0: |          | 3251/? [22:01<00:00,  2.46it/s]\nEpoch 0: |          | 3252/? [22:02<00:00,  2.46it/s]\nEpoch 0: |          | 3252/? [22:02<00:00,  2.46it/s]\nEpoch 0: |          | 3253/? [22:02<00:00,  2.46it/s]\nEpoch 0: |          | 3253/? [22:02<00:00,  2.46it/s]\nEpoch 0: |          | 3254/? [22:02<00:00,  2.46it/s]\nEpoch 0: |          | 3254/? [22:02<00:00,  2.46it/s]\nEpoch 0: |          | 3255/? [22:03<00:00,  2.46it/s]\nEpoch 0: |          | 3255/? [22:03<00:00,  2.46it/s]\nEpoch 0: |          | 3256/? [22:03<00:00,  2.46it/s]\nEpoch 0: |          | 3256/? [22:03<00:00,  2.46it/s]\nEpoch 0: |          | 3257/? [22:04<00:00,  2.46it/s]\nEpoch 0: |          | 3257/? [22:04<00:00,  2.46it/s]\nEpoch 0: |          | 3258/? [22:04<00:00,  2.46it/s]\nEpoch 0: |          | 3258/? [22:04<00:00,  2.46it/s]\nEpoch 0: |          | 3259/? [22:04<00:00,  2.46it/s]\nEpoch 0: |          | 3259/? [22:04<00:00,  2.46it/s]\nEpoch 0: |          | 3260/? [22:05<00:00,  2.46it/s]\nEpoch 0: |          | 3260/? [22:05<00:00,  2.46it/s]\nEpoch 0: |          | 3261/? [22:05<00:00,  2.46it/s]\nEpoch 0: |          | 3261/? [22:05<00:00,  2.46it/s]\nEpoch 0: |          | 3262/? [22:05<00:00,  2.46it/s]\nEpoch 0: |          | 3262/? [22:05<00:00,  2.46it/s]\nEpoch 0: |          | 3263/? [22:06<00:00,  2.46it/s]\nEpoch 0: |          | 3263/? [22:06<00:00,  2.46it/s]\nEpoch 0: |          | 3264/? [22:06<00:00,  2.46it/s]\nEpoch 0: |          | 3264/? [22:06<00:00,  2.46it/s]\nEpoch 0: |          | 3265/? [22:07<00:00,  2.46it/s]\nEpoch 0: |          | 3265/? [22:07<00:00,  2.46it/s]\nEpoch 0: |          | 3266/? [22:07<00:00,  2.46it/s]\nEpoch 0: |          | 3266/? [22:07<00:00,  2.46it/s]\nEpoch 0: |          | 3267/? [22:07<00:00,  2.46it/s]\nEpoch 0: |          | 3267/? [22:07<00:00,  2.46it/s]\nEpoch 0: |          | 3268/? [22:08<00:00,  2.46it/s]\nEpoch 0: |          | 3268/? [22:08<00:00,  2.46it/s]\nEpoch 0: |          | 3269/? [22:08<00:00,  2.46it/s]\nEpoch 0: |          | 3269/? [22:08<00:00,  2.46it/s]\nEpoch 0: |          | 3270/? [22:08<00:00,  2.46it/s]\nEpoch 0: |          | 3270/? [22:08<00:00,  2.46it/s]\nEpoch 0: |          | 3271/? [22:09<00:00,  2.46it/s]\nEpoch 0: |          | 3271/? [22:09<00:00,  2.46it/s]\nEpoch 0: |          | 3272/? [22:09<00:00,  2.46it/s]\nEpoch 0: |          | 3272/? [22:09<00:00,  2.46it/s]\nEpoch 0: |          | 3273/? [22:10<00:00,  2.46it/s]\nEpoch 0: |          | 3273/? [22:10<00:00,  2.46it/s]\nEpoch 0: |          | 3274/? [22:10<00:00,  2.46it/s]\nEpoch 0: |          | 3274/? [22:10<00:00,  2.46it/s]\nEpoch 0: |          | 3275/? [22:10<00:00,  2.46it/s]\nEpoch 0: |          | 3275/? [22:10<00:00,  2.46it/s]\nEpoch 0: |          | 3276/? [22:11<00:00,  2.46it/s]\nEpoch 0: |          | 3276/? [22:11<00:00,  2.46it/s]\nEpoch 0: |          | 3277/? [22:11<00:00,  2.46it/s]\nEpoch 0: |          | 3277/? [22:11<00:00,  2.46it/s]\nEpoch 0: |          | 3278/? [22:11<00:00,  2.46it/s]\nEpoch 0: |          | 3278/? [22:11<00:00,  2.46it/s]\nEpoch 0: |          | 3279/? [22:12<00:00,  2.46it/s]\nEpoch 0: |          | 3279/? [22:12<00:00,  2.46it/s]\nEpoch 0: |          | 3280/? [22:12<00:00,  2.46it/s]\nEpoch 0: |          | 3280/? [22:12<00:00,  2.46it/s]\nEpoch 0: |          | 3281/? [22:13<00:00,  2.46it/s]\nEpoch 0: |          | 3281/? [22:13<00:00,  2.46it/s]\nEpoch 0: |          | 3282/? [22:13<00:00,  2.46it/s]\nEpoch 0: |          | 3282/? [22:13<00:00,  2.46it/s]\nEpoch 0: |          | 3283/? [22:13<00:00,  2.46it/s]\nEpoch 0: |          | 3283/? [22:13<00:00,  2.46it/s]\nEpoch 0: |          | 3284/? [22:14<00:00,  2.46it/s]\nEpoch 0: |          | 3284/? [22:14<00:00,  2.46it/s]\nEpoch 0: |          | 3285/? [22:14<00:00,  2.46it/s]\nEpoch 0: |          | 3285/? [22:14<00:00,  2.46it/s]\nEpoch 0: |          | 3286/? [22:15<00:00,  2.46it/s]\nEpoch 0: |          | 3286/? [22:15<00:00,  2.46it/s]\nEpoch 0: |          | 3287/? [22:15<00:00,  2.46it/s]\nEpoch 0: |          | 3287/? [22:15<00:00,  2.46it/s]\nEpoch 0: |          | 3288/? [22:15<00:00,  2.46it/s]\nEpoch 0: |          | 3288/? [22:15<00:00,  2.46it/s]\nEpoch 0: |          | 3289/? [22:16<00:00,  2.46it/s]\nEpoch 0: |          | 3289/? [22:16<00:00,  2.46it/s]\nEpoch 0: |          | 3290/? [22:16<00:00,  2.46it/s]\nEpoch 0: |          | 3290/? [22:16<00:00,  2.46it/s]\nEpoch 0: |          | 3291/? [22:16<00:00,  2.46it/s]\nEpoch 0: |          | 3291/? [22:16<00:00,  2.46it/s]\nEpoch 0: |          | 3292/? [22:17<00:00,  2.46it/s]\nEpoch 0: |          | 3292/? [22:17<00:00,  2.46it/s]\nEpoch 0: |          | 3293/? [22:17<00:00,  2.46it/s]\nEpoch 0: |          | 3293/? [22:17<00:00,  2.46it/s]\nEpoch 0: |          | 3294/? [22:18<00:00,  2.46it/s]\nEpoch 0: |          | 3294/? [22:18<00:00,  2.46it/s]\nEpoch 0: |          | 3295/? [22:18<00:00,  2.46it/s]\nEpoch 0: |          | 3295/? [22:18<00:00,  2.46it/s]\nEpoch 0: |          | 3296/? [22:18<00:00,  2.46it/s]\nEpoch 0: |          | 3296/? [22:18<00:00,  2.46it/s]\nEpoch 0: |          | 3297/? [22:19<00:00,  2.46it/s]\nEpoch 0: |          | 3297/? [22:19<00:00,  2.46it/s]\nEpoch 0: |          | 3298/? [22:19<00:00,  2.46it/s]\nEpoch 0: |          | 3298/? [22:19<00:00,  2.46it/s]\nEpoch 0: |          | 3299/? [22:19<00:00,  2.46it/s]\nEpoch 0: |          | 3299/? [22:19<00:00,  2.46it/s]\nEpoch 0: |          | 3300/? [22:20<00:00,  2.46it/s]\nEpoch 0: |          | 3300/? [22:20<00:00,  2.46it/s]\nEpoch 0: |          | 3301/? [22:20<00:00,  2.46it/s]\nEpoch 0: |          | 3301/? [22:20<00:00,  2.46it/s]\nEpoch 0: |          | 3302/? [22:21<00:00,  2.46it/s]\nEpoch 0: |          | 3302/? [22:21<00:00,  2.46it/s]\nEpoch 0: |          | 3303/? [22:21<00:00,  2.46it/s]\nEpoch 0: |          | 3303/? [22:21<00:00,  2.46it/s]\nEpoch 0: |          | 3304/? [22:21<00:00,  2.46it/s]\nEpoch 0: |          | 3304/? [22:21<00:00,  2.46it/s]\nEpoch 0: |          | 3305/? [22:22<00:00,  2.46it/s]\nEpoch 0: |          | 3305/? [22:22<00:00,  2.46it/s]\nEpoch 0: |          | 3306/? [22:22<00:00,  2.46it/s]\nEpoch 0: |          | 3306/? [22:22<00:00,  2.46it/s]\nEpoch 0: |          | 3307/? [22:22<00:00,  2.46it/s]\nEpoch 0: |          | 3307/? [22:22<00:00,  2.46it/s]\nEpoch 0: |          | 3308/? [22:23<00:00,  2.46it/s]\nEpoch 0: |          | 3308/? [22:23<00:00,  2.46it/s]\nEpoch 0: |          | 3309/? [22:23<00:00,  2.46it/s]\nEpoch 0: |          | 3309/? [22:23<00:00,  2.46it/s]\nEpoch 0: |          | 3310/? [22:24<00:00,  2.46it/s]\nEpoch 0: |          | 3310/? [22:24<00:00,  2.46it/s]\nEpoch 0: |          | 3311/? [22:24<00:00,  2.46it/s]\nEpoch 0: |          | 3311/? [22:24<00:00,  2.46it/s]\nEpoch 0: |          | 3312/? [22:24<00:00,  2.46it/s]\nEpoch 0: |          | 3312/? [22:24<00:00,  2.46it/s]\nEpoch 0: |          | 3313/? [22:25<00:00,  2.46it/s]\nEpoch 0: |          | 3313/? [22:25<00:00,  2.46it/s]\nEpoch 0: |          | 3314/? [22:25<00:00,  2.46it/s]\nEpoch 0: |          | 3314/? [22:25<00:00,  2.46it/s]\nEpoch 0: |          | 3315/? [22:25<00:00,  2.46it/s]\nEpoch 0: |          | 3315/? [22:25<00:00,  2.46it/s]\nEpoch 0: |          | 3316/? [22:26<00:00,  2.46it/s]\nEpoch 0: |          | 3316/? [22:26<00:00,  2.46it/s]\nEpoch 0: |          | 3317/? [22:26<00:00,  2.46it/s]\nEpoch 0: |          | 3317/? [22:26<00:00,  2.46it/s]\nEpoch 0: |          | 3318/? [22:27<00:00,  2.46it/s]\nEpoch 0: |          | 3318/? [22:27<00:00,  2.46it/s]\nEpoch 0: |          | 3319/? [22:27<00:00,  2.46it/s]\nEpoch 0: |          | 3319/? [22:27<00:00,  2.46it/s]\nEpoch 0: |          | 3320/? [22:27<00:00,  2.46it/s]\nEpoch 0: |          | 3320/? [22:27<00:00,  2.46it/s]\nEpoch 0: |          | 3321/? [22:28<00:00,  2.46it/s]\nEpoch 0: |          | 3321/? [22:28<00:00,  2.46it/s]\nEpoch 0: |          | 3322/? [22:28<00:00,  2.46it/s]\nEpoch 0: |          | 3322/? [22:28<00:00,  2.46it/s]\nEpoch 0: |          | 3323/? [22:28<00:00,  2.46it/s]\nEpoch 0: |          | 3323/? [22:28<00:00,  2.46it/s]\nEpoch 0: |          | 3324/? [22:29<00:00,  2.46it/s]\nEpoch 0: |          | 3324/? [22:29<00:00,  2.46it/s]\nEpoch 0: |          | 3325/? [22:29<00:00,  2.46it/s]\nEpoch 0: |          | 3325/? [22:29<00:00,  2.46it/s]\nEpoch 0: |          | 3326/? [22:30<00:00,  2.46it/s]\nEpoch 0: |          | 3326/? [22:30<00:00,  2.46it/s]\nEpoch 0: |          | 3327/? [22:30<00:00,  2.46it/s]\nEpoch 0: |          | 3327/? [22:30<00:00,  2.46it/s]\nEpoch 0: |          | 3328/? [22:30<00:00,  2.46it/s]\nEpoch 0: |          | 3328/? [22:30<00:00,  2.46it/s]\nEpoch 0: |          | 3329/? [22:31<00:00,  2.46it/s]\nEpoch 0: |          | 3329/? [22:31<00:00,  2.46it/s]\nEpoch 0: |          | 3330/? [22:31<00:00,  2.46it/s]\nEpoch 0: |          | 3330/? [22:31<00:00,  2.46it/s]\nEpoch 0: |          | 3331/? [22:31<00:00,  2.46it/s]\nEpoch 0: |          | 3331/? [22:31<00:00,  2.46it/s]\nEpoch 0: |          | 3332/? [22:32<00:00,  2.46it/s]\nEpoch 0: |          | 3332/? [22:32<00:00,  2.46it/s]\nEpoch 0: |          | 3333/? [22:32<00:00,  2.46it/s]\nEpoch 0: |          | 3333/? [22:32<00:00,  2.46it/s]\nEpoch 0: |          | 3334/? [22:33<00:00,  2.46it/s]\nEpoch 0: |          | 3334/? [22:33<00:00,  2.46it/s]\nEpoch 0: |          | 3335/? [22:33<00:00,  2.46it/s]\nEpoch 0: |          | 3335/? [22:33<00:00,  2.46it/s]\nEpoch 0: |          | 3336/? [22:33<00:00,  2.46it/s]\nEpoch 0: |          | 3336/? [22:33<00:00,  2.46it/s]\nEpoch 0: |          | 3337/? [22:34<00:00,  2.46it/s]\nEpoch 0: |          | 3337/? [22:34<00:00,  2.46it/s]\nEpoch 0: |          | 3338/? [22:34<00:00,  2.46it/s]\nEpoch 0: |          | 3338/? [22:34<00:00,  2.46it/s]\nEpoch 0: |          | 3339/? [22:34<00:00,  2.46it/s]\nEpoch 0: |          | 3339/? [22:34<00:00,  2.46it/s]\nEpoch 0: |          | 3340/? [22:35<00:00,  2.46it/s]\nEpoch 0: |          | 3340/? [22:35<00:00,  2.46it/s]\nEpoch 0: |          | 3341/? [22:35<00:00,  2.46it/s]\nEpoch 0: |          | 3341/? [22:35<00:00,  2.46it/s]\nEpoch 0: |          | 3342/? [22:36<00:00,  2.46it/s]\nEpoch 0: |          | 3342/? [22:36<00:00,  2.46it/s]\nEpoch 0: |          | 3343/? [22:36<00:00,  2.46it/s]\nEpoch 0: |          | 3343/? [22:36<00:00,  2.46it/s]\nEpoch 0: |          | 3344/? [22:36<00:00,  2.46it/s]\nEpoch 0: |          | 3344/? [22:36<00:00,  2.46it/s]\nEpoch 0: |          | 3345/? [22:37<00:00,  2.46it/s]\nEpoch 0: |          | 3345/? [22:37<00:00,  2.46it/s]\nEpoch 0: |          | 3346/? [22:37<00:00,  2.46it/s]\nEpoch 0: |          | 3346/? [22:37<00:00,  2.46it/s]\nEpoch 0: |          | 3347/? [22:37<00:00,  2.46it/s]\nEpoch 0: |          | 3347/? [22:37<00:00,  2.46it/s]\nEpoch 0: |          | 3348/? [22:38<00:00,  2.46it/s]\nEpoch 0: |          | 3348/? [22:38<00:00,  2.46it/s]\nEpoch 0: |          | 3349/? [22:38<00:00,  2.46it/s]\nEpoch 0: |          | 3349/? [22:38<00:00,  2.46it/s]\nEpoch 0: |          | 3350/? [22:39<00:00,  2.46it/s]\nEpoch 0: |          | 3350/? [22:39<00:00,  2.46it/s]\nEpoch 0: |          | 3351/? [22:39<00:00,  2.46it/s]\nEpoch 0: |          | 3351/? [22:39<00:00,  2.46it/s]\nEpoch 0: |          | 3352/? [22:39<00:00,  2.46it/s]\nEpoch 0: |          | 3352/? [22:39<00:00,  2.46it/s]\nEpoch 0: |          | 3353/? [22:40<00:00,  2.47it/s]\nEpoch 0: |          | 3353/? [22:40<00:00,  2.47it/s]\nEpoch 0: |          | 3354/? [22:40<00:00,  2.47it/s]\nEpoch 0: |          | 3354/? [22:40<00:00,  2.47it/s]\nEpoch 0: |          | 3355/? [22:40<00:00,  2.47it/s]\nEpoch 0: |          | 3355/? [22:40<00:00,  2.47it/s]\nEpoch 0: |          | 3356/? [22:41<00:00,  2.47it/s]\nEpoch 0: |          | 3356/? [22:41<00:00,  2.47it/s]\nEpoch 0: |          | 3357/? [22:41<00:00,  2.47it/s]\nEpoch 0: |          | 3357/? [22:41<00:00,  2.47it/s]\nEpoch 0: |          | 3358/? [22:42<00:00,  2.47it/s]\nEpoch 0: |          | 3358/? [22:42<00:00,  2.47it/s]\nEpoch 0: |          | 3359/? [22:42<00:00,  2.47it/s]\nEpoch 0: |          | 3359/? [22:42<00:00,  2.47it/s]\nEpoch 0: |          | 3360/? [22:42<00:00,  2.47it/s]\nEpoch 0: |          | 3360/? [22:42<00:00,  2.47it/s]\nEpoch 0: |          | 3361/? [22:43<00:00,  2.47it/s]\nEpoch 0: |          | 3361/? [22:43<00:00,  2.47it/s]\nEpoch 0: |          | 3362/? [22:43<00:00,  2.47it/s]\nEpoch 0: |          | 3362/? [22:43<00:00,  2.47it/s]\nEpoch 0: |          | 3363/? [22:43<00:00,  2.47it/s]\nEpoch 0: |          | 3363/? [22:43<00:00,  2.47it/s]\nEpoch 0: |          | 3364/? [22:44<00:00,  2.47it/s]\nEpoch 0: |          | 3364/? [22:44<00:00,  2.47it/s]\nEpoch 0: |          | 3365/? [22:44<00:00,  2.47it/s]\nEpoch 0: |          | 3365/? [22:44<00:00,  2.47it/s]\nEpoch 0: |          | 3366/? [22:45<00:00,  2.47it/s]\nEpoch 0: |          | 3366/? [22:45<00:00,  2.47it/s]\nEpoch 0: |          | 3367/? [22:45<00:00,  2.47it/s]\nEpoch 0: |          | 3367/? [22:45<00:00,  2.47it/s]\nEpoch 0: |          | 3368/? [22:45<00:00,  2.47it/s]\nEpoch 0: |          | 3368/? [22:45<00:00,  2.47it/s]\nEpoch 0: |          | 3369/? [22:46<00:00,  2.47it/s]\nEpoch 0: |          | 3369/? [22:46<00:00,  2.47it/s]\nEpoch 0: |          | 3370/? [22:46<00:00,  2.47it/s]\nEpoch 0: |          | 3370/? [22:46<00:00,  2.47it/s]\nEpoch 0: |          | 3371/? [22:46<00:00,  2.47it/s]\nEpoch 0: |          | 3371/? [22:46<00:00,  2.47it/s]\nEpoch 0: |          | 3372/? [22:47<00:00,  2.47it/s]\nEpoch 0: |          | 3372/? [22:47<00:00,  2.47it/s]\nEpoch 0: |          | 3373/? [22:47<00:00,  2.47it/s]\nEpoch 0: |          | 3373/? [22:47<00:00,  2.47it/s]\nEpoch 0: |          | 3374/? [22:48<00:00,  2.47it/s]\nEpoch 0: |          | 3374/? [22:48<00:00,  2.47it/s]\nEpoch 0: |          | 3375/? [22:48<00:00,  2.47it/s]\nEpoch 0: |          | 3375/? [22:48<00:00,  2.47it/s]\nEpoch 0: |          | 3376/? [22:48<00:00,  2.47it/s]\nEpoch 0: |          | 3376/? [22:48<00:00,  2.47it/s]\nEpoch 0: |          | 3377/? [22:49<00:00,  2.47it/s]\nEpoch 0: |          | 3377/? [22:49<00:00,  2.47it/s]\nEpoch 0: |          | 3378/? [22:49<00:00,  2.47it/s]\nEpoch 0: |          | 3378/? [22:49<00:00,  2.47it/s]\nEpoch 0: |          | 3379/? [22:49<00:00,  2.47it/s]\nEpoch 0: |          | 3379/? [22:49<00:00,  2.47it/s]\nEpoch 0: |          | 3380/? [22:50<00:00,  2.47it/s]\nEpoch 0: |          | 3380/? [22:50<00:00,  2.47it/s]\nEpoch 0: |          | 3381/? [22:50<00:00,  2.47it/s]\nEpoch 0: |          | 3381/? [22:50<00:00,  2.47it/s]\nEpoch 0: |          | 3382/? [22:51<00:00,  2.47it/s]\nEpoch 0: |          | 3382/? [22:51<00:00,  2.47it/s]\nEpoch 0: |          | 3383/? [22:51<00:00,  2.47it/s]\nEpoch 0: |          | 3383/? [22:51<00:00,  2.47it/s]\nEpoch 0: |          | 3384/? [22:51<00:00,  2.47it/s]\nEpoch 0: |          | 3384/? [22:51<00:00,  2.47it/s]\nEpoch 0: |          | 3385/? [22:52<00:00,  2.47it/s]\nEpoch 0: |          | 3385/? [22:52<00:00,  2.47it/s]\nEpoch 0: |          | 3386/? [22:52<00:00,  2.47it/s]\nEpoch 0: |          | 3386/? [22:52<00:00,  2.47it/s]\nEpoch 0: |          | 3387/? [22:53<00:00,  2.47it/s]\nEpoch 0: |          | 3387/? [22:53<00:00,  2.47it/s]\nEpoch 0: |          | 3388/? [22:53<00:00,  2.47it/s]\nEpoch 0: |          | 3388/? [22:53<00:00,  2.47it/s]\nEpoch 0: |          | 3389/? [22:53<00:00,  2.47it/s]\nEpoch 0: |          | 3389/? [22:53<00:00,  2.47it/s]\nEpoch 0: |          | 3390/? [22:54<00:00,  2.47it/s]\nEpoch 0: |          | 3390/? [22:54<00:00,  2.47it/s]\nEpoch 0: |          | 3391/? [22:54<00:00,  2.47it/s]\nEpoch 0: |          | 3391/? [22:54<00:00,  2.47it/s]\nEpoch 0: |          | 3392/? [22:54<00:00,  2.47it/s]\nEpoch 0: |          | 3392/? [22:54<00:00,  2.47it/s]\nEpoch 0: |          | 3393/? [22:55<00:00,  2.47it/s]\nEpoch 0: |          | 3393/? [22:55<00:00,  2.47it/s]\nEpoch 0: |          | 3394/? [22:55<00:00,  2.47it/s]\nEpoch 0: |          | 3394/? [22:55<00:00,  2.47it/s]\nEpoch 0: |          | 3395/? [22:56<00:00,  2.47it/s]\nEpoch 0: |          | 3395/? [22:56<00:00,  2.47it/s]\nEpoch 0: |          | 3396/? [22:56<00:00,  2.47it/s]\nEpoch 0: |          | 3396/? [22:56<00:00,  2.47it/s]\nEpoch 0: |          | 3397/? [22:56<00:00,  2.47it/s]\nEpoch 0: |          | 3397/? [22:56<00:00,  2.47it/s]\nEpoch 0: |          | 3398/? [22:57<00:00,  2.47it/s]\nEpoch 0: |          | 3398/? [22:57<00:00,  2.47it/s]\nEpoch 0: |          | 3399/? [22:57<00:00,  2.47it/s]\nEpoch 0: |          | 3399/? [22:57<00:00,  2.47it/s]\nEpoch 0: |          | 3400/? [22:57<00:00,  2.47it/s]\nEpoch 0: |          | 3400/? [22:57<00:00,  2.47it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  9.77it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.36it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.41it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.28it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 3400/? [22:58<00:00,  2.47it/s]\nEpoch 0: |          | 3401/? [22:58<00:00,  2.47it/s]\nEpoch 0: |          | 3401/? [22:58<00:00,  2.47it/s]\nEpoch 0: |          | 3402/? [22:59<00:00,  2.47it/s]\nEpoch 0: |          | 3402/? [22:59<00:00,  2.47it/s]\nEpoch 0: |          | 3403/? [22:59<00:00,  2.47it/s]\nEpoch 0: |          | 3403/? [22:59<00:00,  2.47it/s]\nEpoch 0: |          | 3404/? [22:59<00:00,  2.47it/s]\nEpoch 0: |          | 3404/? [22:59<00:00,  2.47it/s]\nEpoch 0: |          | 3405/? [23:00<00:00,  2.47it/s]\nEpoch 0: |          | 3405/? [23:00<00:00,  2.47it/s]\nEpoch 0: |          | 3406/? [23:00<00:00,  2.47it/s]\nEpoch 0: |          | 3406/? [23:00<00:00,  2.47it/s]\nEpoch 0: |          | 3407/? [23:00<00:00,  2.47it/s]\nEpoch 0: |          | 3407/? [23:00<00:00,  2.47it/s]\nEpoch 0: |          | 3408/? [23:01<00:00,  2.47it/s]\nEpoch 0: |          | 3408/? [23:01<00:00,  2.47it/s]\nEpoch 0: |          | 3409/? [23:01<00:00,  2.47it/s]\nEpoch 0: |          | 3409/? [23:01<00:00,  2.47it/s]\nEpoch 0: |          | 3410/? [23:02<00:00,  2.47it/s]\nEpoch 0: |          | 3410/? [23:02<00:00,  2.47it/s]\nEpoch 0: |          | 3411/? [23:02<00:00,  2.47it/s]\nEpoch 0: |          | 3411/? [23:02<00:00,  2.47it/s]\nEpoch 0: |          | 3412/? [23:02<00:00,  2.47it/s]\nEpoch 0: |          | 3412/? [23:02<00:00,  2.47it/s]\nEpoch 0: |          | 3413/? [23:03<00:00,  2.47it/s]\nEpoch 0: |          | 3413/? [23:03<00:00,  2.47it/s]\nEpoch 0: |          | 3414/? [23:03<00:00,  2.47it/s]\nEpoch 0: |          | 3414/? [23:03<00:00,  2.47it/s]\nEpoch 0: |          | 3415/? [23:03<00:00,  2.47it/s]\nEpoch 0: |          | 3415/? [23:03<00:00,  2.47it/s]\nEpoch 0: |          | 3416/? [23:04<00:00,  2.47it/s]\nEpoch 0: |          | 3416/? [23:04<00:00,  2.47it/s]\nEpoch 0: |          | 3417/? [23:04<00:00,  2.47it/s]\nEpoch 0: |          | 3417/? [23:04<00:00,  2.47it/s]\nEpoch 0: |          | 3418/? [23:05<00:00,  2.47it/s]\nEpoch 0: |          | 3418/? [23:05<00:00,  2.47it/s]\nEpoch 0: |          | 3419/? [23:05<00:00,  2.47it/s]\nEpoch 0: |          | 3419/? [23:05<00:00,  2.47it/s]\nEpoch 0: |          | 3420/? [23:05<00:00,  2.47it/s]\nEpoch 0: |          | 3420/? [23:05<00:00,  2.47it/s]\nEpoch 0: |          | 3421/? [23:06<00:00,  2.47it/s]\nEpoch 0: |          | 3421/? [23:06<00:00,  2.47it/s]\nEpoch 0: |          | 3422/? [23:06<00:00,  2.47it/s]\nEpoch 0: |          | 3422/? [23:06<00:00,  2.47it/s]\nEpoch 0: |          | 3423/? [23:06<00:00,  2.47it/s]\nEpoch 0: |          | 3423/? [23:06<00:00,  2.47it/s]\nEpoch 0: |          | 3424/? [23:07<00:00,  2.47it/s]\nEpoch 0: |          | 3424/? [23:07<00:00,  2.47it/s]\nEpoch 0: |          | 3425/? [23:07<00:00,  2.47it/s]\nEpoch 0: |          | 3425/? [23:07<00:00,  2.47it/s]\nEpoch 0: |          | 3426/? [23:08<00:00,  2.47it/s]\nEpoch 0: |          | 3426/? [23:08<00:00,  2.47it/s]\nEpoch 0: |          | 3427/? [23:08<00:00,  2.47it/s]\nEpoch 0: |          | 3427/? [23:08<00:00,  2.47it/s]\nEpoch 0: |          | 3428/? [23:08<00:00,  2.47it/s]\nEpoch 0: |          | 3428/? [23:08<00:00,  2.47it/s]\nEpoch 0: |          | 3429/? [23:09<00:00,  2.47it/s]\nEpoch 0: |          | 3429/? [23:09<00:00,  2.47it/s]\nEpoch 0: |          | 3430/? [23:09<00:00,  2.47it/s]\nEpoch 0: |          | 3430/? [23:09<00:00,  2.47it/s]\nEpoch 0: |          | 3431/? [23:09<00:00,  2.47it/s]\nEpoch 0: |          | 3431/? [23:09<00:00,  2.47it/s]\nEpoch 0: |          | 3432/? [23:10<00:00,  2.47it/s]\nEpoch 0: |          | 3432/? [23:10<00:00,  2.47it/s]\nEpoch 0: |          | 3433/? [23:10<00:00,  2.47it/s]\nEpoch 0: |          | 3433/? [23:10<00:00,  2.47it/s]\nEpoch 0: |          | 3434/? [23:11<00:00,  2.47it/s]\nEpoch 0: |          | 3434/? [23:11<00:00,  2.47it/s]\nEpoch 0: |          | 3435/? [23:11<00:00,  2.47it/s]\nEpoch 0: |          | 3435/? [23:11<00:00,  2.47it/s]\nEpoch 0: |          | 3436/? [23:11<00:00,  2.47it/s]\nEpoch 0: |          | 3436/? [23:11<00:00,  2.47it/s]\nEpoch 0: |          | 3437/? [23:12<00:00,  2.47it/s]\nEpoch 0: |          | 3437/? [23:12<00:00,  2.47it/s]\nEpoch 0: |          | 3438/? [23:12<00:00,  2.47it/s]\nEpoch 0: |          | 3438/? [23:12<00:00,  2.47it/s]\nEpoch 0: |          | 3439/? [23:12<00:00,  2.47it/s]\nEpoch 0: |          | 3439/? [23:12<00:00,  2.47it/s]\nEpoch 0: |          | 3440/? [23:13<00:00,  2.47it/s]\nEpoch 0: |          | 3440/? [23:13<00:00,  2.47it/s]\nEpoch 0: |          | 3441/? [23:13<00:00,  2.47it/s]\nEpoch 0: |          | 3441/? [23:13<00:00,  2.47it/s]\nEpoch 0: |          | 3442/? [23:14<00:00,  2.47it/s]\nEpoch 0: |          | 3442/? [23:14<00:00,  2.47it/s]\nEpoch 0: |          | 3443/? [23:14<00:00,  2.47it/s]\nEpoch 0: |          | 3443/? [23:14<00:00,  2.47it/s]\nEpoch 0: |          | 3444/? [23:14<00:00,  2.47it/s]\nEpoch 0: |          | 3444/? [23:14<00:00,  2.47it/s]\nEpoch 0: |          | 3445/? [23:15<00:00,  2.47it/s]\nEpoch 0: |          | 3445/? [23:15<00:00,  2.47it/s]\nEpoch 0: |          | 3446/? [23:15<00:00,  2.47it/s]\nEpoch 0: |          | 3446/? [23:15<00:00,  2.47it/s]\nEpoch 0: |          | 3447/? [23:15<00:00,  2.47it/s]\nEpoch 0: |          | 3447/? [23:15<00:00,  2.47it/s]\nEpoch 0: |          | 3448/? [23:16<00:00,  2.47it/s]\nEpoch 0: |          | 3448/? [23:16<00:00,  2.47it/s]\nEpoch 0: |          | 3449/? [23:16<00:00,  2.47it/s]\nEpoch 0: |          | 3449/? [23:16<00:00,  2.47it/s]\nEpoch 0: |          | 3450/? [23:17<00:00,  2.47it/s]\nEpoch 0: |          | 3450/? [23:17<00:00,  2.47it/s]\nEpoch 0: |          | 3451/? [23:17<00:00,  2.47it/s]\nEpoch 0: |          | 3451/? [23:17<00:00,  2.47it/s]\nEpoch 0: |          | 3452/? [23:17<00:00,  2.47it/s]\nEpoch 0: |          | 3452/? [23:17<00:00,  2.47it/s]\nEpoch 0: |          | 3453/? [23:18<00:00,  2.47it/s]\nEpoch 0: |          | 3453/? [23:18<00:00,  2.47it/s]\nEpoch 0: |          | 3454/? [23:18<00:00,  2.47it/s]\nEpoch 0: |          | 3454/? [23:18<00:00,  2.47it/s]\nEpoch 0: |          | 3455/? [23:19<00:00,  2.47it/s]\nEpoch 0: |          | 3455/? [23:19<00:00,  2.47it/s]\nEpoch 0: |          | 3456/? [23:19<00:00,  2.47it/s]\nEpoch 0: |          | 3456/? [23:19<00:00,  2.47it/s]\nEpoch 0: |          | 3457/? [23:19<00:00,  2.47it/s]\nEpoch 0: |          | 3457/? [23:19<00:00,  2.47it/s]\nEpoch 0: |          | 3458/? [23:20<00:00,  2.47it/s]\nEpoch 0: |          | 3458/? [23:20<00:00,  2.47it/s]\nEpoch 0: |          | 3459/? [23:20<00:00,  2.47it/s]\nEpoch 0: |          | 3459/? [23:20<00:00,  2.47it/s]\nEpoch 0: |          | 3460/? [23:20<00:00,  2.47it/s]\nEpoch 0: |          | 3460/? [23:20<00:00,  2.47it/s]\nEpoch 0: |          | 3461/? [23:21<00:00,  2.47it/s]\nEpoch 0: |          | 3461/? [23:21<00:00,  2.47it/s]\nEpoch 0: |          | 3462/? [23:21<00:00,  2.47it/s]\nEpoch 0: |          | 3462/? [23:21<00:00,  2.47it/s]\nEpoch 0: |          | 3463/? [23:22<00:00,  2.47it/s]\nEpoch 0: |          | 3463/? [23:22<00:00,  2.47it/s]\nEpoch 0: |          | 3464/? [23:22<00:00,  2.47it/s]\nEpoch 0: |          | 3464/? [23:22<00:00,  2.47it/s]\nEpoch 0: |          | 3465/? [23:22<00:00,  2.47it/s]\nEpoch 0: |          | 3465/? [23:22<00:00,  2.47it/s]\nEpoch 0: |          | 3466/? [23:23<00:00,  2.47it/s]\nEpoch 0: |          | 3466/? [23:23<00:00,  2.47it/s]\nEpoch 0: |          | 3467/? [23:23<00:00,  2.47it/s]\nEpoch 0: |          | 3467/? [23:23<00:00,  2.47it/s]\nEpoch 0: |          | 3468/? [23:23<00:00,  2.47it/s]\nEpoch 0: |          | 3468/? [23:23<00:00,  2.47it/s]\nEpoch 0: |          | 3469/? [23:24<00:00,  2.47it/s]\nEpoch 0: |          | 3469/? [23:24<00:00,  2.47it/s]\nEpoch 0: |          | 3470/? [23:24<00:00,  2.47it/s]\nEpoch 0: |          | 3470/? [23:24<00:00,  2.47it/s]\nEpoch 0: |          | 3471/? [23:25<00:00,  2.47it/s]\nEpoch 0: |          | 3471/? [23:25<00:00,  2.47it/s]\nEpoch 0: |          | 3472/? [23:25<00:00,  2.47it/s]\nEpoch 0: |          | 3472/? [23:25<00:00,  2.47it/s]\nEpoch 0: |          | 3473/? [23:25<00:00,  2.47it/s]\nEpoch 0: |          | 3473/? [23:25<00:00,  2.47it/s]\nEpoch 0: |          | 3474/? [23:26<00:00,  2.47it/s]\nEpoch 0: |          | 3474/? [23:26<00:00,  2.47it/s]\nEpoch 0: |          | 3475/? [23:26<00:00,  2.47it/s]\nEpoch 0: |          | 3475/? [23:26<00:00,  2.47it/s]\nEpoch 0: |          | 3476/? [23:26<00:00,  2.47it/s]\nEpoch 0: |          | 3476/? [23:26<00:00,  2.47it/s]\nEpoch 0: |          | 3477/? [23:27<00:00,  2.47it/s]\nEpoch 0: |          | 3477/? [23:27<00:00,  2.47it/s]\nEpoch 0: |          | 3478/? [23:27<00:00,  2.47it/s]\nEpoch 0: |          | 3478/? [23:27<00:00,  2.47it/s]\nEpoch 0: |          | 3479/? [23:28<00:00,  2.47it/s]\nEpoch 0: |          | 3479/? [23:28<00:00,  2.47it/s]\nEpoch 0: |          | 3480/? [23:28<00:00,  2.47it/s]\nEpoch 0: |          | 3480/? [23:28<00:00,  2.47it/s]\nEpoch 0: |          | 3481/? [23:28<00:00,  2.47it/s]\nEpoch 0: |          | 3481/? [23:28<00:00,  2.47it/s]\nEpoch 0: |          | 3482/? [23:29<00:00,  2.47it/s]\nEpoch 0: |          | 3482/? [23:29<00:00,  2.47it/s]\nEpoch 0: |          | 3483/? [23:29<00:00,  2.47it/s]\nEpoch 0: |          | 3483/? [23:29<00:00,  2.47it/s]\nEpoch 0: |          | 3484/? [23:29<00:00,  2.47it/s]\nEpoch 0: |          | 3484/? [23:29<00:00,  2.47it/s]\nEpoch 0: |          | 3485/? [23:30<00:00,  2.47it/s]\nEpoch 0: |          | 3485/? [23:30<00:00,  2.47it/s]\nEpoch 0: |          | 3486/? [23:30<00:00,  2.47it/s]\nEpoch 0: |          | 3486/? [23:30<00:00,  2.47it/s]\nEpoch 0: |          | 3487/? [23:31<00:00,  2.47it/s]\nEpoch 0: |          | 3487/? [23:31<00:00,  2.47it/s]\nEpoch 0: |          | 3488/? [23:31<00:00,  2.47it/s]\nEpoch 0: |          | 3488/? [23:31<00:00,  2.47it/s]\nEpoch 0: |          | 3489/? [23:31<00:00,  2.47it/s]\nEpoch 0: |          | 3489/? [23:31<00:00,  2.47it/s]\nEpoch 0: |          | 3490/? [23:32<00:00,  2.47it/s]\nEpoch 0: |          | 3490/? [23:32<00:00,  2.47it/s]\nEpoch 0: |          | 3491/? [23:32<00:00,  2.47it/s]\nEpoch 0: |          | 3491/? [23:32<00:00,  2.47it/s]\nEpoch 0: |          | 3492/? [23:32<00:00,  2.47it/s]\nEpoch 0: |          | 3492/? [23:32<00:00,  2.47it/s]\nEpoch 0: |          | 3493/? [23:33<00:00,  2.47it/s]\nEpoch 0: |          | 3493/? [23:33<00:00,  2.47it/s]\nEpoch 0: |          | 3494/? [23:33<00:00,  2.47it/s]\nEpoch 0: |          | 3494/? [23:33<00:00,  2.47it/s]\nEpoch 0: |          | 3495/? [23:34<00:00,  2.47it/s]\nEpoch 0: |          | 3495/? [23:34<00:00,  2.47it/s]\nEpoch 0: |          | 3496/? [23:34<00:00,  2.47it/s]\nEpoch 0: |          | 3496/? [23:34<00:00,  2.47it/s]\nEpoch 0: |          | 3497/? [23:34<00:00,  2.47it/s]\nEpoch 0: |          | 3497/? [23:34<00:00,  2.47it/s]\nEpoch 0: |          | 3498/? [23:35<00:00,  2.47it/s]\nEpoch 0: |          | 3498/? [23:35<00:00,  2.47it/s]\nEpoch 0: |          | 3499/? [23:35<00:00,  2.47it/s]\nEpoch 0: |          | 3499/? [23:35<00:00,  2.47it/s]\nEpoch 0: |          | 3500/? [23:35<00:00,  2.47it/s]\nEpoch 0: |          | 3500/? [23:35<00:00,  2.47it/s]\nEpoch 0: |          | 3501/? [23:36<00:00,  2.47it/s]\nEpoch 0: |          | 3501/? [23:36<00:00,  2.47it/s]\nEpoch 0: |          | 3502/? [23:36<00:00,  2.47it/s]\nEpoch 0: |          | 3502/? [23:36<00:00,  2.47it/s]\nEpoch 0: |          | 3503/? [23:37<00:00,  2.47it/s]\nEpoch 0: |          | 3503/? [23:37<00:00,  2.47it/s]\nEpoch 0: |          | 3504/? [23:37<00:00,  2.47it/s]\nEpoch 0: |          | 3504/? [23:37<00:00,  2.47it/s]\nEpoch 0: |          | 3505/? [23:37<00:00,  2.47it/s]\nEpoch 0: |          | 3505/? [23:37<00:00,  2.47it/s]\nEpoch 0: |          | 3506/? [23:38<00:00,  2.47it/s]\nEpoch 0: |          | 3506/? [23:38<00:00,  2.47it/s]\nEpoch 0: |          | 3507/? [23:38<00:00,  2.47it/s]\nEpoch 0: |          | 3507/? [23:38<00:00,  2.47it/s]\nEpoch 0: |          | 3508/? [23:38<00:00,  2.47it/s]\nEpoch 0: |          | 3508/? [23:38<00:00,  2.47it/s]\nEpoch 0: |          | 3509/? [23:39<00:00,  2.47it/s]\nEpoch 0: |          | 3509/? [23:39<00:00,  2.47it/s]\nEpoch 0: |          | 3510/? [23:39<00:00,  2.47it/s]\nEpoch 0: |          | 3510/? [23:39<00:00,  2.47it/s]\nEpoch 0: |          | 3511/? [23:40<00:00,  2.47it/s]\nEpoch 0: |          | 3511/? [23:40<00:00,  2.47it/s]\nEpoch 0: |          | 3512/? [23:40<00:00,  2.47it/s]\nEpoch 0: |          | 3512/? [23:40<00:00,  2.47it/s]\nEpoch 0: |          | 3513/? [23:40<00:00,  2.47it/s]\nEpoch 0: |          | 3513/? [23:40<00:00,  2.47it/s]\nEpoch 0: |          | 3514/? [23:41<00:00,  2.47it/s]\nEpoch 0: |          | 3514/? [23:41<00:00,  2.47it/s]\nEpoch 0: |          | 3515/? [23:41<00:00,  2.47it/s]\nEpoch 0: |          | 3515/? [23:41<00:00,  2.47it/s]\nEpoch 0: |          | 3516/? [23:41<00:00,  2.47it/s]\nEpoch 0: |          | 3516/? [23:41<00:00,  2.47it/s]\nEpoch 0: |          | 3517/? [23:42<00:00,  2.47it/s]\nEpoch 0: |          | 3517/? [23:42<00:00,  2.47it/s]\nEpoch 0: |          | 3518/? [23:42<00:00,  2.47it/s]\nEpoch 0: |          | 3518/? [23:42<00:00,  2.47it/s]\nEpoch 0: |          | 3519/? [23:43<00:00,  2.47it/s]\nEpoch 0: |          | 3519/? [23:43<00:00,  2.47it/s]\nEpoch 0: |          | 3520/? [23:43<00:00,  2.47it/s]\nEpoch 0: |          | 3520/? [23:43<00:00,  2.47it/s]\nEpoch 0: |          | 3521/? [23:43<00:00,  2.47it/s]\nEpoch 0: |          | 3521/? [23:43<00:00,  2.47it/s]\nEpoch 0: |          | 3522/? [23:44<00:00,  2.47it/s]\nEpoch 0: |          | 3522/? [23:44<00:00,  2.47it/s]\nEpoch 0: |          | 3523/? [23:44<00:00,  2.47it/s]\nEpoch 0: |          | 3523/? [23:44<00:00,  2.47it/s]\nEpoch 0: |          | 3524/? [23:44<00:00,  2.47it/s]\nEpoch 0: |          | 3524/? [23:44<00:00,  2.47it/s]\nEpoch 0: |          | 3525/? [23:45<00:00,  2.47it/s]\nEpoch 0: |          | 3525/? [23:45<00:00,  2.47it/s]\nEpoch 0: |          | 3526/? [23:45<00:00,  2.47it/s]\nEpoch 0: |          | 3526/? [23:45<00:00,  2.47it/s]\nEpoch 0: |          | 3527/? [23:46<00:00,  2.47it/s]\nEpoch 0: |          | 3527/? [23:46<00:00,  2.47it/s]\nEpoch 0: |          | 3528/? [23:46<00:00,  2.47it/s]\nEpoch 0: |          | 3528/? [23:46<00:00,  2.47it/s]\nEpoch 0: |          | 3529/? [23:46<00:00,  2.47it/s]\nEpoch 0: |          | 3529/? [23:46<00:00,  2.47it/s]\nEpoch 0: |          | 3530/? [23:47<00:00,  2.47it/s]\nEpoch 0: |          | 3530/? [23:47<00:00,  2.47it/s]\nEpoch 0: |          | 3531/? [23:47<00:00,  2.47it/s]\nEpoch 0: |          | 3531/? [23:47<00:00,  2.47it/s]\nEpoch 0: |          | 3532/? [23:47<00:00,  2.47it/s]\nEpoch 0: |          | 3532/? [23:47<00:00,  2.47it/s]\nEpoch 0: |          | 3533/? [23:48<00:00,  2.47it/s]\nEpoch 0: |          | 3533/? [23:48<00:00,  2.47it/s]\nEpoch 0: |          | 3534/? [23:48<00:00,  2.47it/s]\nEpoch 0: |          | 3534/? [23:48<00:00,  2.47it/s]\nEpoch 0: |          | 3535/? [23:49<00:00,  2.47it/s]\nEpoch 0: |          | 3535/? [23:49<00:00,  2.47it/s]\nEpoch 0: |          | 3536/? [23:49<00:00,  2.47it/s]\nEpoch 0: |          | 3536/? [23:49<00:00,  2.47it/s]\nEpoch 0: |          | 3537/? [23:49<00:00,  2.47it/s]\nEpoch 0: |          | 3537/? [23:49<00:00,  2.47it/s]\nEpoch 0: |          | 3538/? [23:50<00:00,  2.47it/s]\nEpoch 0: |          | 3538/? [23:50<00:00,  2.47it/s]\nEpoch 0: |          | 3539/? [23:50<00:00,  2.47it/s]\nEpoch 0: |          | 3539/? [23:50<00:00,  2.47it/s]\nEpoch 0: |          | 3540/? [23:50<00:00,  2.47it/s]\nEpoch 0: |          | 3540/? [23:50<00:00,  2.47it/s]\nEpoch 0: |          | 3541/? [23:51<00:00,  2.47it/s]\nEpoch 0: |          | 3541/? [23:51<00:00,  2.47it/s]\nEpoch 0: |          | 3542/? [23:51<00:00,  2.47it/s]\nEpoch 0: |          | 3542/? [23:51<00:00,  2.47it/s]\nEpoch 0: |          | 3543/? [23:52<00:00,  2.47it/s]\nEpoch 0: |          | 3543/? [23:52<00:00,  2.47it/s]\nEpoch 0: |          | 3544/? [23:52<00:00,  2.47it/s]\nEpoch 0: |          | 3544/? [23:52<00:00,  2.47it/s]\nEpoch 0: |          | 3545/? [23:52<00:00,  2.47it/s]\nEpoch 0: |          | 3545/? [23:52<00:00,  2.47it/s]\nEpoch 0: |          | 3546/? [23:53<00:00,  2.47it/s]\nEpoch 0: |          | 3546/? [23:53<00:00,  2.47it/s]\nEpoch 0: |          | 3547/? [23:53<00:00,  2.47it/s]\nEpoch 0: |          | 3547/? [23:53<00:00,  2.47it/s]\nEpoch 0: |          | 3548/? [23:53<00:00,  2.47it/s]\nEpoch 0: |          | 3548/? [23:53<00:00,  2.47it/s]\nEpoch 0: |          | 3549/? [23:54<00:00,  2.47it/s]\nEpoch 0: |          | 3549/? [23:54<00:00,  2.47it/s]\nEpoch 0: |          | 3550/? [23:54<00:00,  2.47it/s]\nEpoch 0: |          | 3550/? [23:54<00:00,  2.47it/s]\nEpoch 0: |          | 3551/? [23:55<00:00,  2.47it/s]\nEpoch 0: |          | 3551/? [23:55<00:00,  2.47it/s]\nEpoch 0: |          | 3552/? [23:55<00:00,  2.47it/s]\nEpoch 0: |          | 3552/? [23:55<00:00,  2.47it/s]\nEpoch 0: |          | 3553/? [23:55<00:00,  2.47it/s]\nEpoch 0: |          | 3553/? [23:55<00:00,  2.47it/s]\nEpoch 0: |          | 3554/? [23:56<00:00,  2.47it/s]\nEpoch 0: |          | 3554/? [23:56<00:00,  2.47it/s]\nEpoch 0: |          | 3555/? [23:56<00:00,  2.47it/s]\nEpoch 0: |          | 3555/? [23:56<00:00,  2.47it/s]\nEpoch 0: |          | 3556/? [23:56<00:00,  2.47it/s]\nEpoch 0: |          | 3556/? [23:56<00:00,  2.47it/s]\nEpoch 0: |          | 3557/? [23:57<00:00,  2.47it/s]\nEpoch 0: |          | 3557/? [23:57<00:00,  2.47it/s]\nEpoch 0: |          | 3558/? [23:57<00:00,  2.47it/s]\nEpoch 0: |          | 3558/? [23:57<00:00,  2.47it/s]\nEpoch 0: |          | 3559/? [23:58<00:00,  2.47it/s]\nEpoch 0: |          | 3559/? [23:58<00:00,  2.47it/s]\nEpoch 0: |          | 3560/? [23:58<00:00,  2.47it/s]\nEpoch 0: |          | 3560/? [23:58<00:00,  2.47it/s]\nEpoch 0: |          | 3561/? [23:58<00:00,  2.47it/s]\nEpoch 0: |          | 3561/? [23:58<00:00,  2.47it/s]\nEpoch 0: |          | 3562/? [23:59<00:00,  2.47it/s]\nEpoch 0: |          | 3562/? [23:59<00:00,  2.47it/s]\nEpoch 0: |          | 3563/? [23:59<00:00,  2.48it/s]\nEpoch 0: |          | 3563/? [23:59<00:00,  2.48it/s]\nEpoch 0: |          | 3564/? [23:59<00:00,  2.48it/s]\nEpoch 0: |          | 3564/? [23:59<00:00,  2.48it/s]\nEpoch 0: |          | 3565/? [24:00<00:00,  2.48it/s]\nEpoch 0: |          | 3565/? [24:00<00:00,  2.48it/s]\nEpoch 0: |          | 3566/? [24:00<00:00,  2.48it/s]\nEpoch 0: |          | 3566/? [24:00<00:00,  2.48it/s]\nEpoch 0: |          | 3567/? [24:01<00:00,  2.48it/s]\nEpoch 0: |          | 3567/? [24:01<00:00,  2.48it/s]\nEpoch 0: |          | 3568/? [24:01<00:00,  2.48it/s]\nEpoch 0: |          | 3568/? [24:01<00:00,  2.48it/s]\nEpoch 0: |          | 3569/? [24:01<00:00,  2.48it/s]\nEpoch 0: |          | 3569/? [24:01<00:00,  2.48it/s]\nEpoch 0: |          | 3570/? [24:02<00:00,  2.48it/s]\nEpoch 0: |          | 3570/? [24:02<00:00,  2.48it/s]\nEpoch 0: |          | 3571/? [24:02<00:00,  2.48it/s]\nEpoch 0: |          | 3571/? [24:02<00:00,  2.48it/s]\nEpoch 0: |          | 3572/? [24:02<00:00,  2.48it/s]\nEpoch 0: |          | 3572/? [24:02<00:00,  2.48it/s]\nEpoch 0: |          | 3573/? [24:03<00:00,  2.48it/s]\nEpoch 0: |          | 3573/? [24:03<00:00,  2.48it/s]\nEpoch 0: |          | 3574/? [24:03<00:00,  2.48it/s]\nEpoch 0: |          | 3574/? [24:03<00:00,  2.48it/s]\nEpoch 0: |          | 3575/? [24:04<00:00,  2.48it/s]\nEpoch 0: |          | 3575/? [24:04<00:00,  2.48it/s]\nEpoch 0: |          | 3576/? [24:04<00:00,  2.48it/s]\nEpoch 0: |          | 3576/? [24:04<00:00,  2.48it/s]\nEpoch 0: |          | 3577/? [24:04<00:00,  2.48it/s]\nEpoch 0: |          | 3577/? [24:04<00:00,  2.48it/s]\nEpoch 0: |          | 3578/? [24:05<00:00,  2.48it/s]\nEpoch 0: |          | 3578/? [24:05<00:00,  2.48it/s]\nEpoch 0: |          | 3579/? [24:05<00:00,  2.48it/s]\nEpoch 0: |          | 3579/? [24:05<00:00,  2.48it/s]\nEpoch 0: |          | 3580/? [24:05<00:00,  2.48it/s]\nEpoch 0: |          | 3580/? [24:05<00:00,  2.48it/s]\nEpoch 0: |          | 3581/? [24:06<00:00,  2.48it/s]\nEpoch 0: |          | 3581/? [24:06<00:00,  2.48it/s]\nEpoch 0: |          | 3582/? [24:06<00:00,  2.48it/s]\nEpoch 0: |          | 3582/? [24:06<00:00,  2.48it/s]\nEpoch 0: |          | 3583/? [24:07<00:00,  2.48it/s]\nEpoch 0: |          | 3583/? [24:07<00:00,  2.48it/s]\nEpoch 0: |          | 3584/? [24:07<00:00,  2.48it/s]\nEpoch 0: |          | 3584/? [24:07<00:00,  2.48it/s]\nEpoch 0: |          | 3585/? [24:07<00:00,  2.48it/s]\nEpoch 0: |          | 3585/? [24:07<00:00,  2.48it/s]\nEpoch 0: |          | 3586/? [24:08<00:00,  2.48it/s]\nEpoch 0: |          | 3586/? [24:08<00:00,  2.48it/s]\nEpoch 0: |          | 3587/? [24:08<00:00,  2.48it/s]\nEpoch 0: |          | 3587/? [24:08<00:00,  2.48it/s]\nEpoch 0: |          | 3588/? [24:08<00:00,  2.48it/s]\nEpoch 0: |          | 3588/? [24:08<00:00,  2.48it/s]\nEpoch 0: |          | 3589/? [24:09<00:00,  2.48it/s]\nEpoch 0: |          | 3589/? [24:09<00:00,  2.48it/s]\nEpoch 0: |          | 3590/? [24:09<00:00,  2.48it/s]\nEpoch 0: |          | 3590/? [24:09<00:00,  2.48it/s]\nEpoch 0: |          | 3591/? [24:10<00:00,  2.48it/s]\nEpoch 0: |          | 3591/? [24:10<00:00,  2.48it/s]\nEpoch 0: |          | 3592/? [24:10<00:00,  2.48it/s]\nEpoch 0: |          | 3592/? [24:10<00:00,  2.48it/s]\nEpoch 0: |          | 3593/? [24:10<00:00,  2.48it/s]\nEpoch 0: |          | 3593/? [24:10<00:00,  2.48it/s]\nEpoch 0: |          | 3594/? [24:11<00:00,  2.48it/s]\nEpoch 0: |          | 3594/? [24:11<00:00,  2.48it/s]\nEpoch 0: |          | 3595/? [24:11<00:00,  2.48it/s]\nEpoch 0: |          | 3595/? [24:11<00:00,  2.48it/s]\nEpoch 0: |          | 3596/? [24:11<00:00,  2.48it/s]\nEpoch 0: |          | 3596/? [24:11<00:00,  2.48it/s]\nEpoch 0: |          | 3597/? [24:12<00:00,  2.48it/s]\nEpoch 0: |          | 3597/? [24:12<00:00,  2.48it/s]\nEpoch 0: |          | 3598/? [24:12<00:00,  2.48it/s]\nEpoch 0: |          | 3598/? [24:12<00:00,  2.48it/s]\nEpoch 0: |          | 3599/? [24:13<00:00,  2.48it/s]\nEpoch 0: |          | 3599/? [24:13<00:00,  2.48it/s]\nEpoch 0: |          | 3600/? [24:13<00:00,  2.48it/s]\nEpoch 0: |          | 3600/? [24:13<00:00,  2.48it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.17it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.61it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.63it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.59it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 3600/? [24:13<00:00,  2.48it/s]\nEpoch 0: |          | 3601/? [24:14<00:00,  2.48it/s]\nEpoch 0: |          | 3601/? [24:14<00:00,  2.48it/s]\nEpoch 0: |          | 3602/? [24:14<00:00,  2.48it/s]\nEpoch 0: |          | 3602/? [24:14<00:00,  2.48it/s]\nEpoch 0: |          | 3603/? [24:15<00:00,  2.48it/s]\nEpoch 0: |          | 3603/? [24:15<00:00,  2.48it/s]\nEpoch 0: |          | 3604/? [24:15<00:00,  2.48it/s]\nEpoch 0: |          | 3604/? [24:15<00:00,  2.48it/s]\nEpoch 0: |          | 3605/? [24:15<00:00,  2.48it/s]\nEpoch 0: |          | 3605/? [24:15<00:00,  2.48it/s]\nEpoch 0: |          | 3606/? [24:16<00:00,  2.48it/s]\nEpoch 0: |          | 3606/? [24:16<00:00,  2.48it/s]\nEpoch 0: |          | 3607/? [24:16<00:00,  2.48it/s]\nEpoch 0: |          | 3607/? [24:16<00:00,  2.48it/s]\nEpoch 0: |          | 3608/? [24:16<00:00,  2.48it/s]\nEpoch 0: |          | 3608/? [24:16<00:00,  2.48it/s]\nEpoch 0: |          | 3609/? [24:17<00:00,  2.48it/s]\nEpoch 0: |          | 3609/? [24:17<00:00,  2.48it/s]\nEpoch 0: |          | 3610/? [24:17<00:00,  2.48it/s]\nEpoch 0: |          | 3610/? [24:17<00:00,  2.48it/s]\nEpoch 0: |          | 3611/? [24:18<00:00,  2.48it/s]\nEpoch 0: |          | 3611/? [24:18<00:00,  2.48it/s]\nEpoch 0: |          | 3612/? [24:18<00:00,  2.48it/s]\nEpoch 0: |          | 3612/? [24:18<00:00,  2.48it/s]\nEpoch 0: |          | 3613/? [24:18<00:00,  2.48it/s]\nEpoch 0: |          | 3613/? [24:18<00:00,  2.48it/s]\nEpoch 0: |          | 3614/? [24:19<00:00,  2.48it/s]\nEpoch 0: |          | 3614/? [24:19<00:00,  2.48it/s]\nEpoch 0: |          | 3615/? [24:19<00:00,  2.48it/s]\nEpoch 0: |          | 3615/? [24:19<00:00,  2.48it/s]\nEpoch 0: |          | 3616/? [24:19<00:00,  2.48it/s]\nEpoch 0: |          | 3616/? [24:19<00:00,  2.48it/s]\nEpoch 0: |          | 3617/? [24:20<00:00,  2.48it/s]\nEpoch 0: |          | 3617/? [24:20<00:00,  2.48it/s]\nEpoch 0: |          | 3618/? [24:20<00:00,  2.48it/s]\nEpoch 0: |          | 3618/? [24:20<00:00,  2.48it/s]\nEpoch 0: |          | 3619/? [24:21<00:00,  2.48it/s]\nEpoch 0: |          | 3619/? [24:21<00:00,  2.48it/s]\nEpoch 0: |          | 3620/? [24:21<00:00,  2.48it/s]\nEpoch 0: |          | 3620/? [24:21<00:00,  2.48it/s]\nEpoch 0: |          | 3621/? [24:21<00:00,  2.48it/s]\nEpoch 0: |          | 3621/? [24:21<00:00,  2.48it/s]\nEpoch 0: |          | 3622/? [24:22<00:00,  2.48it/s]\nEpoch 0: |          | 3622/? [24:22<00:00,  2.48it/s]\nEpoch 0: |          | 3623/? [24:22<00:00,  2.48it/s]\nEpoch 0: |          | 3623/? [24:22<00:00,  2.48it/s]\nEpoch 0: |          | 3624/? [24:22<00:00,  2.48it/s]\nEpoch 0: |          | 3624/? [24:22<00:00,  2.48it/s]\nEpoch 0: |          | 3625/? [24:23<00:00,  2.48it/s]\nEpoch 0: |          | 3625/? [24:23<00:00,  2.48it/s]\nEpoch 0: |          | 3626/? [24:23<00:00,  2.48it/s]\nEpoch 0: |          | 3626/? [24:23<00:00,  2.48it/s]\nEpoch 0: |          | 3627/? [24:24<00:00,  2.48it/s]\nEpoch 0: |          | 3627/? [24:24<00:00,  2.48it/s]\nEpoch 0: |          | 3628/? [24:24<00:00,  2.48it/s]\nEpoch 0: |          | 3628/? [24:24<00:00,  2.48it/s]\nEpoch 0: |          | 3629/? [24:24<00:00,  2.48it/s]\nEpoch 0: |          | 3629/? [24:24<00:00,  2.48it/s]\nEpoch 0: |          | 3630/? [24:25<00:00,  2.48it/s]\nEpoch 0: |          | 3630/? [24:25<00:00,  2.48it/s]\nEpoch 0: |          | 3631/? [24:25<00:00,  2.48it/s]\nEpoch 0: |          | 3631/? [24:25<00:00,  2.48it/s]\nEpoch 0: |          | 3632/? [24:25<00:00,  2.48it/s]\nEpoch 0: |          | 3632/? [24:25<00:00,  2.48it/s]\nEpoch 0: |          | 3633/? [24:26<00:00,  2.48it/s]\nEpoch 0: |          | 3633/? [24:26<00:00,  2.48it/s]\nEpoch 0: |          | 3634/? [24:26<00:00,  2.48it/s]\nEpoch 0: |          | 3634/? [24:26<00:00,  2.48it/s]\nEpoch 0: |          | 3635/? [24:27<00:00,  2.48it/s]\nEpoch 0: |          | 3635/? [24:27<00:00,  2.48it/s]\nEpoch 0: |          | 3636/? [24:27<00:00,  2.48it/s]\nEpoch 0: |          | 3636/? [24:27<00:00,  2.48it/s]\nEpoch 0: |          | 3637/? [24:27<00:00,  2.48it/s]\nEpoch 0: |          | 3637/? [24:27<00:00,  2.48it/s]\nEpoch 0: |          | 3638/? [24:28<00:00,  2.48it/s]\nEpoch 0: |          | 3638/? [24:28<00:00,  2.48it/s]\nEpoch 0: |          | 3639/? [24:28<00:00,  2.48it/s]\nEpoch 0: |          | 3639/? [24:28<00:00,  2.48it/s]\nEpoch 0: |          | 3640/? [24:28<00:00,  2.48it/s]\nEpoch 0: |          | 3640/? [24:28<00:00,  2.48it/s]\nEpoch 0: |          | 3641/? [24:29<00:00,  2.48it/s]\nEpoch 0: |          | 3641/? [24:29<00:00,  2.48it/s]\nEpoch 0: |          | 3642/? [24:29<00:00,  2.48it/s]\nEpoch 0: |          | 3642/? [24:29<00:00,  2.48it/s]\nEpoch 0: |          | 3643/? [24:30<00:00,  2.48it/s]\nEpoch 0: |          | 3643/? [24:30<00:00,  2.48it/s]\nEpoch 0: |          | 3644/? [24:30<00:00,  2.48it/s]\nEpoch 0: |          | 3644/? [24:30<00:00,  2.48it/s]\nEpoch 0: |          | 3645/? [24:30<00:00,  2.48it/s]\nEpoch 0: |          | 3645/? [24:30<00:00,  2.48it/s]\nEpoch 0: |          | 3646/? [24:31<00:00,  2.48it/s]\nEpoch 0: |          | 3646/? [24:31<00:00,  2.48it/s]\nEpoch 0: |          | 3647/? [24:31<00:00,  2.48it/s]\nEpoch 0: |          | 3647/? [24:31<00:00,  2.48it/s]\nEpoch 0: |          | 3648/? [24:31<00:00,  2.48it/s]\nEpoch 0: |          | 3648/? [24:31<00:00,  2.48it/s]\nEpoch 0: |          | 3649/? [24:32<00:00,  2.48it/s]\nEpoch 0: |          | 3649/? [24:32<00:00,  2.48it/s]\nEpoch 0: |          | 3650/? [24:32<00:00,  2.48it/s]\nEpoch 0: |          | 3650/? [24:32<00:00,  2.48it/s]\nEpoch 0: |          | 3651/? [24:33<00:00,  2.48it/s]\nEpoch 0: |          | 3651/? [24:33<00:00,  2.48it/s]\nEpoch 0: |          | 3652/? [24:33<00:00,  2.48it/s]\nEpoch 0: |          | 3652/? [24:33<00:00,  2.48it/s]\nEpoch 0: |          | 3653/? [24:33<00:00,  2.48it/s]\nEpoch 0: |          | 3653/? [24:33<00:00,  2.48it/s]\nEpoch 0: |          | 3654/? [24:34<00:00,  2.48it/s]\nEpoch 0: |          | 3654/? [24:34<00:00,  2.48it/s]\nEpoch 0: |          | 3655/? [24:34<00:00,  2.48it/s]\nEpoch 0: |          | 3655/? [24:34<00:00,  2.48it/s]\nEpoch 0: |          | 3656/? [24:34<00:00,  2.48it/s]\nEpoch 0: |          | 3656/? [24:34<00:00,  2.48it/s]\nEpoch 0: |          | 3657/? [24:35<00:00,  2.48it/s]\nEpoch 0: |          | 3657/? [24:35<00:00,  2.48it/s]\nEpoch 0: |          | 3658/? [24:35<00:00,  2.48it/s]\nEpoch 0: |          | 3658/? [24:35<00:00,  2.48it/s]\nEpoch 0: |          | 3659/? [24:36<00:00,  2.48it/s]\nEpoch 0: |          | 3659/? [24:36<00:00,  2.48it/s]\nEpoch 0: |          | 3660/? [24:36<00:00,  2.48it/s]\nEpoch 0: |          | 3660/? [24:36<00:00,  2.48it/s]\nEpoch 0: |          | 3661/? [24:36<00:00,  2.48it/s]\nEpoch 0: |          | 3661/? [24:36<00:00,  2.48it/s]\nEpoch 0: |          | 3662/? [24:37<00:00,  2.48it/s]\nEpoch 0: |          | 3662/? [24:37<00:00,  2.48it/s]\nEpoch 0: |          | 3663/? [24:37<00:00,  2.48it/s]\nEpoch 0: |          | 3663/? [24:37<00:00,  2.48it/s]\nEpoch 0: |          | 3664/? [24:37<00:00,  2.48it/s]\nEpoch 0: |          | 3664/? [24:37<00:00,  2.48it/s]\nEpoch 0: |          | 3665/? [24:38<00:00,  2.48it/s]\nEpoch 0: |          | 3665/? [24:38<00:00,  2.48it/s]\nEpoch 0: |          | 3666/? [24:38<00:00,  2.48it/s]\nEpoch 0: |          | 3666/? [24:38<00:00,  2.48it/s]\nEpoch 0: |          | 3667/? [24:39<00:00,  2.48it/s]\nEpoch 0: |          | 3667/? [24:39<00:00,  2.48it/s]\nEpoch 0: |          | 3668/? [24:39<00:00,  2.48it/s]\nEpoch 0: |          | 3668/? [24:39<00:00,  2.48it/s]\nEpoch 0: |          | 3669/? [24:39<00:00,  2.48it/s]\nEpoch 0: |          | 3669/? [24:39<00:00,  2.48it/s]\nEpoch 0: |          | 3670/? [24:40<00:00,  2.48it/s]\nEpoch 0: |          | 3670/? [24:40<00:00,  2.48it/s]\nEpoch 0: |          | 3671/? [24:40<00:00,  2.48it/s]\nEpoch 0: |          | 3671/? [24:40<00:00,  2.48it/s]\nEpoch 0: |          | 3672/? [24:40<00:00,  2.48it/s]\nEpoch 0: |          | 3672/? [24:40<00:00,  2.48it/s]\nEpoch 0: |          | 3673/? [24:41<00:00,  2.48it/s]\nEpoch 0: |          | 3673/? [24:41<00:00,  2.48it/s]\nEpoch 0: |          | 3674/? [24:41<00:00,  2.48it/s]\nEpoch 0: |          | 3674/? [24:41<00:00,  2.48it/s]\nEpoch 0: |          | 3675/? [24:42<00:00,  2.48it/s]\nEpoch 0: |          | 3675/? [24:42<00:00,  2.48it/s]\nEpoch 0: |          | 3676/? [24:42<00:00,  2.48it/s]\nEpoch 0: |          | 3676/? [24:42<00:00,  2.48it/s]\nEpoch 0: |          | 3677/? [24:42<00:00,  2.48it/s]\nEpoch 0: |          | 3677/? [24:42<00:00,  2.48it/s]\nEpoch 0: |          | 3678/? [24:43<00:00,  2.48it/s]\nEpoch 0: |          | 3678/? [24:43<00:00,  2.48it/s]\nEpoch 0: |          | 3679/? [24:43<00:00,  2.48it/s]\nEpoch 0: |          | 3679/? [24:43<00:00,  2.48it/s]\nEpoch 0: |          | 3680/? [24:43<00:00,  2.48it/s]\nEpoch 0: |          | 3680/? [24:43<00:00,  2.48it/s]\nEpoch 0: |          | 3681/? [24:44<00:00,  2.48it/s]\nEpoch 0: |          | 3681/? [24:44<00:00,  2.48it/s]\nEpoch 0: |          | 3682/? [24:44<00:00,  2.48it/s]\nEpoch 0: |          | 3682/? [24:44<00:00,  2.48it/s]\nEpoch 0: |          | 3683/? [24:45<00:00,  2.48it/s]\nEpoch 0: |          | 3683/? [24:45<00:00,  2.48it/s]\nEpoch 0: |          | 3684/? [24:45<00:00,  2.48it/s]\nEpoch 0: |          | 3684/? [24:45<00:00,  2.48it/s]\nEpoch 0: |          | 3685/? [24:45<00:00,  2.48it/s]\nEpoch 0: |          | 3685/? [24:45<00:00,  2.48it/s]\nEpoch 0: |          | 3686/? [24:46<00:00,  2.48it/s]\nEpoch 0: |          | 3686/? [24:46<00:00,  2.48it/s]\nEpoch 0: |          | 3687/? [24:46<00:00,  2.48it/s]\nEpoch 0: |          | 3687/? [24:46<00:00,  2.48it/s]\nEpoch 0: |          | 3688/? [24:46<00:00,  2.48it/s]\nEpoch 0: |          | 3688/? [24:46<00:00,  2.48it/s]\nEpoch 0: |          | 3689/? [24:47<00:00,  2.48it/s]\nEpoch 0: |          | 3689/? [24:47<00:00,  2.48it/s]\nEpoch 0: |          | 3690/? [24:47<00:00,  2.48it/s]\nEpoch 0: |          | 3690/? [24:47<00:00,  2.48it/s]\nEpoch 0: |          | 3691/? [24:48<00:00,  2.48it/s]\nEpoch 0: |          | 3691/? [24:48<00:00,  2.48it/s]\nEpoch 0: |          | 3692/? [24:48<00:00,  2.48it/s]\nEpoch 0: |          | 3692/? [24:48<00:00,  2.48it/s]\nEpoch 0: |          | 3693/? [24:48<00:00,  2.48it/s]\nEpoch 0: |          | 3693/? [24:48<00:00,  2.48it/s]\nEpoch 0: |          | 3694/? [24:49<00:00,  2.48it/s]\nEpoch 0: |          | 3694/? [24:49<00:00,  2.48it/s]\nEpoch 0: |          | 3695/? [24:49<00:00,  2.48it/s]\nEpoch 0: |          | 3695/? [24:49<00:00,  2.48it/s]\nEpoch 0: |          | 3696/? [24:49<00:00,  2.48it/s]\nEpoch 0: |          | 3696/? [24:49<00:00,  2.48it/s]\nEpoch 0: |          | 3697/? [24:50<00:00,  2.48it/s]\nEpoch 0: |          | 3697/? [24:50<00:00,  2.48it/s]\nEpoch 0: |          | 3698/? [24:50<00:00,  2.48it/s]\nEpoch 0: |          | 3698/? [24:50<00:00,  2.48it/s]\nEpoch 0: |          | 3699/? [24:51<00:00,  2.48it/s]\nEpoch 0: |          | 3699/? [24:51<00:00,  2.48it/s]\nEpoch 0: |          | 3700/? [24:51<00:00,  2.48it/s]\nEpoch 0: |          | 3700/? [24:51<00:00,  2.48it/s]\nEpoch 0: |          | 3701/? [24:51<00:00,  2.48it/s]\nEpoch 0: |          | 3701/? [24:51<00:00,  2.48it/s]\nEpoch 0: |          | 3702/? [24:52<00:00,  2.48it/s]\nEpoch 0: |          | 3702/? [24:52<00:00,  2.48it/s]\nEpoch 0: |          | 3703/? [24:52<00:00,  2.48it/s]\nEpoch 0: |          | 3703/? [24:52<00:00,  2.48it/s]\nEpoch 0: |          | 3704/? [24:52<00:00,  2.48it/s]\nEpoch 0: |          | 3704/? [24:52<00:00,  2.48it/s]\nEpoch 0: |          | 3705/? [24:53<00:00,  2.48it/s]\nEpoch 0: |          | 3705/? [24:53<00:00,  2.48it/s]\nEpoch 0: |          | 3706/? [24:53<00:00,  2.48it/s]\nEpoch 0: |          | 3706/? [24:53<00:00,  2.48it/s]\nEpoch 0: |          | 3707/? [24:54<00:00,  2.48it/s]\nEpoch 0: |          | 3707/? [24:54<00:00,  2.48it/s]\nEpoch 0: |          | 3708/? [24:54<00:00,  2.48it/s]\nEpoch 0: |          | 3708/? [24:54<00:00,  2.48it/s]\nEpoch 0: |          | 3709/? [24:54<00:00,  2.48it/s]\nEpoch 0: |          | 3709/? [24:54<00:00,  2.48it/s]\nEpoch 0: |          | 3710/? [24:55<00:00,  2.48it/s]\nEpoch 0: |          | 3710/? [24:55<00:00,  2.48it/s]\nEpoch 0: |          | 3711/? [24:55<00:00,  2.48it/s]\nEpoch 0: |          | 3711/? [24:55<00:00,  2.48it/s]\nEpoch 0: |          | 3712/? [24:55<00:00,  2.48it/s]\nEpoch 0: |          | 3712/? [24:55<00:00,  2.48it/s]\nEpoch 0: |          | 3713/? [24:56<00:00,  2.48it/s]\nEpoch 0: |          | 3713/? [24:56<00:00,  2.48it/s]\nEpoch 0: |          | 3714/? [24:56<00:00,  2.48it/s]\nEpoch 0: |          | 3714/? [24:56<00:00,  2.48it/s]\nEpoch 0: |          | 3715/? [24:57<00:00,  2.48it/s]\nEpoch 0: |          | 3715/? [24:57<00:00,  2.48it/s]\nEpoch 0: |          | 3716/? [24:57<00:00,  2.48it/s]\nEpoch 0: |          | 3716/? [24:57<00:00,  2.48it/s]\nEpoch 0: |          | 3717/? [24:57<00:00,  2.48it/s]\nEpoch 0: |          | 3717/? [24:57<00:00,  2.48it/s]\nEpoch 0: |          | 3718/? [24:58<00:00,  2.48it/s]\nEpoch 0: |          | 3718/? [24:58<00:00,  2.48it/s]\nEpoch 0: |          | 3719/? [24:58<00:00,  2.48it/s]\nEpoch 0: |          | 3719/? [24:58<00:00,  2.48it/s]\nEpoch 0: |          | 3720/? [24:58<00:00,  2.48it/s]\nEpoch 0: |          | 3720/? [24:58<00:00,  2.48it/s]\nEpoch 0: |          | 3721/? [24:59<00:00,  2.48it/s]\nEpoch 0: |          | 3721/? [24:59<00:00,  2.48it/s]\nEpoch 0: |          | 3722/? [24:59<00:00,  2.48it/s]\nEpoch 0: |          | 3722/? [24:59<00:00,  2.48it/s]\nEpoch 0: |          | 3723/? [25:00<00:00,  2.48it/s]\nEpoch 0: |          | 3723/? [25:00<00:00,  2.48it/s]\nEpoch 0: |          | 3724/? [25:00<00:00,  2.48it/s]\nEpoch 0: |          | 3724/? [25:00<00:00,  2.48it/s]\nEpoch 0: |          | 3725/? [25:00<00:00,  2.48it/s]\nEpoch 0: |          | 3725/? [25:00<00:00,  2.48it/s]\nEpoch 0: |          | 3726/? [25:01<00:00,  2.48it/s]\nEpoch 0: |          | 3726/? [25:01<00:00,  2.48it/s]\nEpoch 0: |          | 3727/? [25:01<00:00,  2.48it/s]\nEpoch 0: |          | 3727/? [25:01<00:00,  2.48it/s]\nEpoch 0: |          | 3728/? [25:01<00:00,  2.48it/s]\nEpoch 0: |          | 3728/? [25:01<00:00,  2.48it/s]\nEpoch 0: |          | 3729/? [25:02<00:00,  2.48it/s]\nEpoch 0: |          | 3729/? [25:02<00:00,  2.48it/s]\nEpoch 0: |          | 3730/? [25:02<00:00,  2.48it/s]\nEpoch 0: |          | 3730/? [25:02<00:00,  2.48it/s]\nEpoch 0: |          | 3731/? [25:03<00:00,  2.48it/s]\nEpoch 0: |          | 3731/? [25:03<00:00,  2.48it/s]\nEpoch 0: |          | 3732/? [25:03<00:00,  2.48it/s]\nEpoch 0: |          | 3732/? [25:03<00:00,  2.48it/s]\nEpoch 0: |          | 3733/? [25:03<00:00,  2.48it/s]\nEpoch 0: |          | 3733/? [25:03<00:00,  2.48it/s]\nEpoch 0: |          | 3734/? [25:04<00:00,  2.48it/s]\nEpoch 0: |          | 3734/? [25:04<00:00,  2.48it/s]\nEpoch 0: |          | 3735/? [25:04<00:00,  2.48it/s]\nEpoch 0: |          | 3735/? [25:04<00:00,  2.48it/s]\nEpoch 0: |          | 3736/? [25:04<00:00,  2.48it/s]\nEpoch 0: |          | 3736/? [25:04<00:00,  2.48it/s]\nEpoch 0: |          | 3737/? [25:05<00:00,  2.48it/s]\nEpoch 0: |          | 3737/? [25:05<00:00,  2.48it/s]\nEpoch 0: |          | 3738/? [25:05<00:00,  2.48it/s]\nEpoch 0: |          | 3738/? [25:05<00:00,  2.48it/s]\nEpoch 0: |          | 3739/? [25:06<00:00,  2.48it/s]\nEpoch 0: |          | 3739/? [25:06<00:00,  2.48it/s]\nEpoch 0: |          | 3740/? [25:06<00:00,  2.48it/s]\nEpoch 0: |          | 3740/? [25:06<00:00,  2.48it/s]\nEpoch 0: |          | 3741/? [25:06<00:00,  2.48it/s]\nEpoch 0: |          | 3741/? [25:06<00:00,  2.48it/s]\nEpoch 0: |          | 3742/? [25:07<00:00,  2.48it/s]\nEpoch 0: |          | 3742/? [25:07<00:00,  2.48it/s]\nEpoch 0: |          | 3743/? [25:07<00:00,  2.48it/s]\nEpoch 0: |          | 3743/? [25:07<00:00,  2.48it/s]\nEpoch 0: |          | 3744/? [25:07<00:00,  2.48it/s]\nEpoch 0: |          | 3744/? [25:07<00:00,  2.48it/s]\nEpoch 0: |          | 3745/? [25:08<00:00,  2.48it/s]\nEpoch 0: |          | 3745/? [25:08<00:00,  2.48it/s]\nEpoch 0: |          | 3746/? [25:08<00:00,  2.48it/s]\nEpoch 0: |          | 3746/? [25:08<00:00,  2.48it/s]\nEpoch 0: |          | 3747/? [25:09<00:00,  2.48it/s]\nEpoch 0: |          | 3747/? [25:09<00:00,  2.48it/s]\nEpoch 0: |          | 3748/? [25:09<00:00,  2.48it/s]\nEpoch 0: |          | 3748/? [25:09<00:00,  2.48it/s]\nEpoch 0: |          | 3749/? [25:09<00:00,  2.48it/s]\nEpoch 0: |          | 3749/? [25:09<00:00,  2.48it/s]\nEpoch 0: |          | 3750/? [25:10<00:00,  2.48it/s]\nEpoch 0: |          | 3750/? [25:10<00:00,  2.48it/s]\nEpoch 0: |          | 3751/? [25:10<00:00,  2.48it/s]\nEpoch 0: |          | 3751/? [25:10<00:00,  2.48it/s]\nEpoch 0: |          | 3752/? [25:10<00:00,  2.48it/s]\nEpoch 0: |          | 3752/? [25:10<00:00,  2.48it/s]\nEpoch 0: |          | 3753/? [25:11<00:00,  2.48it/s]\nEpoch 0: |          | 3753/? [25:11<00:00,  2.48it/s]\nEpoch 0: |          | 3754/? [25:11<00:00,  2.48it/s]\nEpoch 0: |          | 3754/? [25:11<00:00,  2.48it/s]\nEpoch 0: |          | 3755/? [25:12<00:00,  2.48it/s]\nEpoch 0: |          | 3755/? [25:12<00:00,  2.48it/s]\nEpoch 0: |          | 3756/? [25:12<00:00,  2.48it/s]\nEpoch 0: |          | 3756/? [25:12<00:00,  2.48it/s]\nEpoch 0: |          | 3757/? [25:12<00:00,  2.48it/s]\nEpoch 0: |          | 3757/? [25:12<00:00,  2.48it/s]\nEpoch 0: |          | 3758/? [25:13<00:00,  2.48it/s]\nEpoch 0: |          | 3758/? [25:13<00:00,  2.48it/s]\nEpoch 0: |          | 3759/? [25:13<00:00,  2.48it/s]\nEpoch 0: |          | 3759/? [25:13<00:00,  2.48it/s]\nEpoch 0: |          | 3760/? [25:13<00:00,  2.48it/s]\nEpoch 0: |          | 3760/? [25:13<00:00,  2.48it/s]\nEpoch 0: |          | 3761/? [25:14<00:00,  2.48it/s]\nEpoch 0: |          | 3761/? [25:14<00:00,  2.48it/s]\nEpoch 0: |          | 3762/? [25:14<00:00,  2.48it/s]\nEpoch 0: |          | 3762/? [25:14<00:00,  2.48it/s]\nEpoch 0: |          | 3763/? [25:15<00:00,  2.48it/s]\nEpoch 0: |          | 3763/? [25:15<00:00,  2.48it/s]\nEpoch 0: |          | 3764/? [25:15<00:00,  2.48it/s]\nEpoch 0: |          | 3764/? [25:15<00:00,  2.48it/s]\nEpoch 0: |          | 3765/? [25:15<00:00,  2.48it/s]\nEpoch 0: |          | 3765/? [25:15<00:00,  2.48it/s]\nEpoch 0: |          | 3766/? [25:16<00:00,  2.48it/s]\nEpoch 0: |          | 3766/? [25:16<00:00,  2.48it/s]\nEpoch 0: |          | 3767/? [25:16<00:00,  2.48it/s]\nEpoch 0: |          | 3767/? [25:16<00:00,  2.48it/s]\nEpoch 0: |          | 3768/? [25:16<00:00,  2.48it/s]\nEpoch 0: |          | 3768/? [25:16<00:00,  2.48it/s]\nEpoch 0: |          | 3769/? [25:17<00:00,  2.48it/s]\nEpoch 0: |          | 3769/? [25:17<00:00,  2.48it/s]\nEpoch 0: |          | 3770/? [25:17<00:00,  2.48it/s]\nEpoch 0: |          | 3770/? [25:17<00:00,  2.48it/s]\nEpoch 0: |          | 3771/? [25:18<00:00,  2.48it/s]\nEpoch 0: |          | 3771/? [25:18<00:00,  2.48it/s]\nEpoch 0: |          | 3772/? [25:18<00:00,  2.48it/s]\nEpoch 0: |          | 3772/? [25:18<00:00,  2.48it/s]\nEpoch 0: |          | 3773/? [25:18<00:00,  2.48it/s]\nEpoch 0: |          | 3773/? [25:18<00:00,  2.48it/s]\nEpoch 0: |          | 3774/? [25:19<00:00,  2.48it/s]\nEpoch 0: |          | 3774/? [25:19<00:00,  2.48it/s]\nEpoch 0: |          | 3775/? [25:19<00:00,  2.48it/s]\nEpoch 0: |          | 3775/? [25:19<00:00,  2.48it/s]\nEpoch 0: |          | 3776/? [25:19<00:00,  2.48it/s]\nEpoch 0: |          | 3776/? [25:19<00:00,  2.48it/s]\nEpoch 0: |          | 3777/? [25:20<00:00,  2.48it/s]\nEpoch 0: |          | 3777/? [25:20<00:00,  2.48it/s]\nEpoch 0: |          | 3778/? [25:20<00:00,  2.48it/s]\nEpoch 0: |          | 3778/? [25:20<00:00,  2.48it/s]\nEpoch 0: |          | 3779/? [25:21<00:00,  2.48it/s]\nEpoch 0: |          | 3779/? [25:21<00:00,  2.48it/s]\nEpoch 0: |          | 3780/? [25:21<00:00,  2.48it/s]\nEpoch 0: |          | 3780/? [25:21<00:00,  2.48it/s]\nEpoch 0: |          | 3781/? [25:21<00:00,  2.48it/s]\nEpoch 0: |          | 3781/? [25:21<00:00,  2.48it/s]\nEpoch 0: |          | 3782/? [25:22<00:00,  2.48it/s]\nEpoch 0: |          | 3782/? [25:22<00:00,  2.48it/s]\nEpoch 0: |          | 3783/? [25:22<00:00,  2.48it/s]\nEpoch 0: |          | 3783/? [25:22<00:00,  2.48it/s]\nEpoch 0: |          | 3784/? [25:22<00:00,  2.48it/s]\nEpoch 0: |          | 3784/? [25:22<00:00,  2.48it/s]\nEpoch 0: |          | 3785/? [25:23<00:00,  2.48it/s]\nEpoch 0: |          | 3785/? [25:23<00:00,  2.48it/s]\nEpoch 0: |          | 3786/? [25:23<00:00,  2.48it/s]\nEpoch 0: |          | 3786/? [25:23<00:00,  2.48it/s]\nEpoch 0: |          | 3787/? [25:24<00:00,  2.48it/s]\nEpoch 0: |          | 3787/? [25:24<00:00,  2.48it/s]\nEpoch 0: |          | 3788/? [25:24<00:00,  2.48it/s]\nEpoch 0: |          | 3788/? [25:24<00:00,  2.48it/s]\nEpoch 0: |          | 3789/? [25:24<00:00,  2.48it/s]\nEpoch 0: |          | 3789/? [25:24<00:00,  2.48it/s]\nEpoch 0: |          | 3790/? [25:25<00:00,  2.48it/s]\nEpoch 0: |          | 3790/? [25:25<00:00,  2.48it/s]\nEpoch 0: |          | 3791/? [25:25<00:00,  2.49it/s]\nEpoch 0: |          | 3791/? [25:25<00:00,  2.49it/s]\nEpoch 0: |          | 3792/? [25:25<00:00,  2.49it/s]\nEpoch 0: |          | 3792/? [25:25<00:00,  2.49it/s]\nEpoch 0: |          | 3793/? [25:26<00:00,  2.49it/s]\nEpoch 0: |          | 3793/? [25:26<00:00,  2.49it/s]\nEpoch 0: |          | 3794/? [25:26<00:00,  2.49it/s]\nEpoch 0: |          | 3794/? [25:26<00:00,  2.49it/s]\nEpoch 0: |          | 3795/? [25:27<00:00,  2.49it/s]\nEpoch 0: |          | 3795/? [25:27<00:00,  2.49it/s]\nEpoch 0: |          | 3796/? [25:27<00:00,  2.49it/s]\nEpoch 0: |          | 3796/? [25:27<00:00,  2.49it/s]\nEpoch 0: |          | 3797/? [25:27<00:00,  2.49it/s]\nEpoch 0: |          | 3797/? [25:27<00:00,  2.49it/s]\nEpoch 0: |          | 3798/? [25:28<00:00,  2.49it/s]\nEpoch 0: |          | 3798/? [25:28<00:00,  2.49it/s]\nEpoch 0: |          | 3799/? [25:28<00:00,  2.49it/s]\nEpoch 0: |          | 3799/? [25:28<00:00,  2.49it/s]\nEpoch 0: |          | 3800/? [25:28<00:00,  2.49it/s]\nEpoch 0: |          | 3800/? [25:28<00:00,  2.49it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.12it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.74it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.83it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.76it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 3800/? [25:29<00:00,  2.48it/s]\nEpoch 0: |          | 3801/? [25:29<00:00,  2.48it/s]\nEpoch 0: |          | 3801/? [25:29<00:00,  2.48it/s]\nEpoch 0: |          | 3802/? [25:30<00:00,  2.48it/s]\nEpoch 0: |          | 3802/? [25:30<00:00,  2.48it/s]\nEpoch 0: |          | 3803/? [25:30<00:00,  2.48it/s]\nEpoch 0: |          | 3803/? [25:30<00:00,  2.48it/s]\nEpoch 0: |          | 3804/? [25:30<00:00,  2.48it/s]\nEpoch 0: |          | 3804/? [25:30<00:00,  2.48it/s]\nEpoch 0: |          | 3805/? [25:31<00:00,  2.48it/s]\nEpoch 0: |          | 3805/? [25:31<00:00,  2.48it/s]\nEpoch 0: |          | 3806/? [25:31<00:00,  2.49it/s]\nEpoch 0: |          | 3806/? [25:31<00:00,  2.49it/s]\nEpoch 0: |          | 3807/? [25:31<00:00,  2.49it/s]\nEpoch 0: |          | 3807/? [25:31<00:00,  2.49it/s]\nEpoch 0: |          | 3808/? [25:32<00:00,  2.49it/s]\nEpoch 0: |          | 3808/? [25:32<00:00,  2.49it/s]\nEpoch 0: |          | 3809/? [25:32<00:00,  2.49it/s]\nEpoch 0: |          | 3809/? [25:32<00:00,  2.49it/s]\nEpoch 0: |          | 3810/? [25:33<00:00,  2.49it/s]\nEpoch 0: |          | 3810/? [25:33<00:00,  2.49it/s]\nEpoch 0: |          | 3811/? [25:33<00:00,  2.49it/s]\nEpoch 0: |          | 3811/? [25:33<00:00,  2.49it/s]\nEpoch 0: |          | 3812/? [25:33<00:00,  2.49it/s]\nEpoch 0: |          | 3812/? [25:33<00:00,  2.49it/s]\nEpoch 0: |          | 3813/? [25:34<00:00,  2.49it/s]\nEpoch 0: |          | 3813/? [25:34<00:00,  2.49it/s]\nEpoch 0: |          | 3814/? [25:34<00:00,  2.49it/s]\nEpoch 0: |          | 3814/? [25:34<00:00,  2.49it/s]\nEpoch 0: |          | 3815/? [25:34<00:00,  2.49it/s]\nEpoch 0: |          | 3815/? [25:34<00:00,  2.49it/s]\nEpoch 0: |          | 3816/? [25:35<00:00,  2.49it/s]\nEpoch 0: |          | 3816/? [25:35<00:00,  2.49it/s]\nEpoch 0: |          | 3817/? [25:35<00:00,  2.49it/s]\nEpoch 0: |          | 3817/? [25:35<00:00,  2.49it/s]\nEpoch 0: |          | 3818/? [25:36<00:00,  2.49it/s]\nEpoch 0: |          | 3818/? [25:36<00:00,  2.49it/s]\nEpoch 0: |          | 3819/? [25:36<00:00,  2.49it/s]\nEpoch 0: |          | 3819/? [25:36<00:00,  2.49it/s]\nEpoch 0: |          | 3820/? [25:36<00:00,  2.49it/s]\nEpoch 0: |          | 3820/? [25:36<00:00,  2.49it/s]\nEpoch 0: |          | 3821/? [25:37<00:00,  2.49it/s]\nEpoch 0: |          | 3821/? [25:37<00:00,  2.49it/s]\nEpoch 0: |          | 3822/? [25:37<00:00,  2.49it/s]\nEpoch 0: |          | 3822/? [25:37<00:00,  2.49it/s]\nEpoch 0: |          | 3823/? [25:37<00:00,  2.49it/s]\nEpoch 0: |          | 3823/? [25:37<00:00,  2.49it/s]\nEpoch 0: |          | 3824/? [25:38<00:00,  2.49it/s]\nEpoch 0: |          | 3824/? [25:38<00:00,  2.49it/s]\nEpoch 0: |          | 3825/? [25:38<00:00,  2.49it/s]\nEpoch 0: |          | 3825/? [25:38<00:00,  2.49it/s]\nEpoch 0: |          | 3826/? [25:39<00:00,  2.49it/s]\nEpoch 0: |          | 3826/? [25:39<00:00,  2.49it/s]\nEpoch 0: |          | 3827/? [25:39<00:00,  2.49it/s]\nEpoch 0: |          | 3827/? [25:39<00:00,  2.49it/s]\nEpoch 0: |          | 3828/? [25:39<00:00,  2.49it/s]\nEpoch 0: |          | 3828/? [25:39<00:00,  2.49it/s]\nEpoch 0: |          | 3829/? [25:40<00:00,  2.49it/s]\nEpoch 0: |          | 3829/? [25:40<00:00,  2.49it/s]\nEpoch 0: |          | 3830/? [25:40<00:00,  2.49it/s]\nEpoch 0: |          | 3830/? [25:40<00:00,  2.49it/s]\nEpoch 0: |          | 3831/? [25:40<00:00,  2.49it/s]\nEpoch 0: |          | 3831/? [25:40<00:00,  2.49it/s]\nEpoch 0: |          | 3832/? [25:41<00:00,  2.49it/s]\nEpoch 0: |          | 3832/? [25:41<00:00,  2.49it/s]\nEpoch 0: |          | 3833/? [25:41<00:00,  2.49it/s]\nEpoch 0: |          | 3833/? [25:41<00:00,  2.49it/s]\nEpoch 0: |          | 3834/? [25:42<00:00,  2.49it/s]\nEpoch 0: |          | 3834/? [25:42<00:00,  2.49it/s]\nEpoch 0: |          | 3835/? [25:42<00:00,  2.49it/s]\nEpoch 0: |          | 3835/? [25:42<00:00,  2.49it/s]\nEpoch 0: |          | 3836/? [25:42<00:00,  2.49it/s]\nEpoch 0: |          | 3836/? [25:42<00:00,  2.49it/s]\nEpoch 0: |          | 3837/? [25:43<00:00,  2.49it/s]\nEpoch 0: |          | 3837/? [25:43<00:00,  2.49it/s]\nEpoch 0: |          | 3838/? [25:43<00:00,  2.49it/s]\nEpoch 0: |          | 3838/? [25:43<00:00,  2.49it/s]\nEpoch 0: |          | 3839/? [25:43<00:00,  2.49it/s]\nEpoch 0: |          | 3839/? [25:43<00:00,  2.49it/s]\nEpoch 0: |          | 3840/? [25:44<00:00,  2.49it/s]\nEpoch 0: |          | 3840/? [25:44<00:00,  2.49it/s]\nEpoch 0: |          | 3841/? [25:44<00:00,  2.49it/s]\nEpoch 0: |          | 3841/? [25:44<00:00,  2.49it/s]\nEpoch 0: |          | 3842/? [25:45<00:00,  2.49it/s]\nEpoch 0: |          | 3842/? [25:45<00:00,  2.49it/s]\nEpoch 0: |          | 3843/? [25:45<00:00,  2.49it/s]\nEpoch 0: |          | 3843/? [25:45<00:00,  2.49it/s]\nEpoch 0: |          | 3844/? [25:45<00:00,  2.49it/s]\nEpoch 0: |          | 3844/? [25:45<00:00,  2.49it/s]\nEpoch 0: |          | 3845/? [25:46<00:00,  2.49it/s]\nEpoch 0: |          | 3845/? [25:46<00:00,  2.49it/s]\nEpoch 0: |          | 3846/? [25:46<00:00,  2.49it/s]\nEpoch 0: |          | 3846/? [25:46<00:00,  2.49it/s]\nEpoch 0: |          | 3847/? [25:46<00:00,  2.49it/s]\nEpoch 0: |          | 3847/? [25:46<00:00,  2.49it/s]\nEpoch 0: |          | 3848/? [25:47<00:00,  2.49it/s]\nEpoch 0: |          | 3848/? [25:47<00:00,  2.49it/s]\nEpoch 0: |          | 3849/? [25:47<00:00,  2.49it/s]\nEpoch 0: |          | 3849/? [25:47<00:00,  2.49it/s]\nEpoch 0: |          | 3850/? [25:48<00:00,  2.49it/s]\nEpoch 0: |          | 3850/? [25:48<00:00,  2.49it/s]\nEpoch 0: |          | 3851/? [25:48<00:00,  2.49it/s]\nEpoch 0: |          | 3851/? [25:48<00:00,  2.49it/s]\nEpoch 0: |          | 3852/? [25:48<00:00,  2.49it/s]\nEpoch 0: |          | 3852/? [25:48<00:00,  2.49it/s]\nEpoch 0: |          | 3853/? [25:49<00:00,  2.49it/s]\nEpoch 0: |          | 3853/? [25:49<00:00,  2.49it/s]\nEpoch 0: |          | 3854/? [25:49<00:00,  2.49it/s]\nEpoch 0: |          | 3854/? [25:49<00:00,  2.49it/s]\nEpoch 0: |          | 3855/? [25:49<00:00,  2.49it/s]\nEpoch 0: |          | 3855/? [25:49<00:00,  2.49it/s]\nEpoch 0: |          | 3856/? [25:50<00:00,  2.49it/s]\nEpoch 0: |          | 3856/? [25:50<00:00,  2.49it/s]\nEpoch 0: |          | 3857/? [25:50<00:00,  2.49it/s]\nEpoch 0: |          | 3857/? [25:50<00:00,  2.49it/s]\nEpoch 0: |          | 3858/? [25:51<00:00,  2.49it/s]\nEpoch 0: |          | 3858/? [25:51<00:00,  2.49it/s]\nEpoch 0: |          | 3859/? [25:51<00:00,  2.49it/s]\nEpoch 0: |          | 3859/? [25:51<00:00,  2.49it/s]\nEpoch 0: |          | 3860/? [25:51<00:00,  2.49it/s]\nEpoch 0: |          | 3860/? [25:51<00:00,  2.49it/s]\nEpoch 0: |          | 3861/? [25:52<00:00,  2.49it/s]\nEpoch 0: |          | 3861/? [25:52<00:00,  2.49it/s]\nEpoch 0: |          | 3862/? [25:52<00:00,  2.49it/s]\nEpoch 0: |          | 3862/? [25:52<00:00,  2.49it/s]\nEpoch 0: |          | 3863/? [25:52<00:00,  2.49it/s]\nEpoch 0: |          | 3863/? [25:52<00:00,  2.49it/s]\nEpoch 0: |          | 3864/? [25:53<00:00,  2.49it/s]\nEpoch 0: |          | 3864/? [25:53<00:00,  2.49it/s]\nEpoch 0: |          | 3865/? [25:53<00:00,  2.49it/s]\nEpoch 0: |          | 3865/? [25:53<00:00,  2.49it/s]\nEpoch 0: |          | 3866/? [25:54<00:00,  2.49it/s]\nEpoch 0: |          | 3866/? [25:54<00:00,  2.49it/s]\nEpoch 0: |          | 3867/? [25:54<00:00,  2.49it/s]\nEpoch 0: |          | 3867/? [25:54<00:00,  2.49it/s]\nEpoch 0: |          | 3868/? [25:54<00:00,  2.49it/s]\nEpoch 0: |          | 3868/? [25:54<00:00,  2.49it/s]\nEpoch 0: |          | 3869/? [25:55<00:00,  2.49it/s]\nEpoch 0: |          | 3869/? [25:55<00:00,  2.49it/s]\nEpoch 0: |          | 3870/? [25:55<00:00,  2.49it/s]\nEpoch 0: |          | 3870/? [25:55<00:00,  2.49it/s]\nEpoch 0: |          | 3871/? [25:55<00:00,  2.49it/s]\nEpoch 0: |          | 3871/? [25:55<00:00,  2.49it/s]\nEpoch 0: |          | 3872/? [25:56<00:00,  2.49it/s]\nEpoch 0: |          | 3872/? [25:56<00:00,  2.49it/s]\nEpoch 0: |          | 3873/? [25:56<00:00,  2.49it/s]\nEpoch 0: |          | 3873/? [25:56<00:00,  2.49it/s]\nEpoch 0: |          | 3874/? [25:57<00:00,  2.49it/s]\nEpoch 0: |          | 3874/? [25:57<00:00,  2.49it/s]\nEpoch 0: |          | 3875/? [25:57<00:00,  2.49it/s]\nEpoch 0: |          | 3875/? [25:57<00:00,  2.49it/s]\nEpoch 0: |          | 3876/? [25:57<00:00,  2.49it/s]\nEpoch 0: |          | 3876/? [25:57<00:00,  2.49it/s]\nEpoch 0: |          | 3877/? [25:58<00:00,  2.49it/s]\nEpoch 0: |          | 3877/? [25:58<00:00,  2.49it/s]\nEpoch 0: |          | 3878/? [25:58<00:00,  2.49it/s]\nEpoch 0: |          | 3878/? [25:58<00:00,  2.49it/s]\nEpoch 0: |          | 3879/? [25:58<00:00,  2.49it/s]\nEpoch 0: |          | 3879/? [25:58<00:00,  2.49it/s]\nEpoch 0: |          | 3880/? [25:59<00:00,  2.49it/s]\nEpoch 0: |          | 3880/? [25:59<00:00,  2.49it/s]\nEpoch 0: |          | 3881/? [25:59<00:00,  2.49it/s]\nEpoch 0: |          | 3881/? [25:59<00:00,  2.49it/s]\nEpoch 0: |          | 3882/? [26:00<00:00,  2.49it/s]\nEpoch 0: |          | 3882/? [26:00<00:00,  2.49it/s]\nEpoch 0: |          | 3883/? [26:00<00:00,  2.49it/s]\nEpoch 0: |          | 3883/? [26:00<00:00,  2.49it/s]\nEpoch 0: |          | 3884/? [26:00<00:00,  2.49it/s]\nEpoch 0: |          | 3884/? [26:00<00:00,  2.49it/s]\nEpoch 0: |          | 3885/? [26:01<00:00,  2.49it/s]\nEpoch 0: |          | 3885/? [26:01<00:00,  2.49it/s]\nEpoch 0: |          | 3886/? [26:01<00:00,  2.49it/s]\nEpoch 0: |          | 3886/? [26:01<00:00,  2.49it/s]\nEpoch 0: |          | 3887/? [26:01<00:00,  2.49it/s]\nEpoch 0: |          | 3887/? [26:01<00:00,  2.49it/s]\nEpoch 0: |          | 3888/? [26:02<00:00,  2.49it/s]\nEpoch 0: |          | 3888/? [26:02<00:00,  2.49it/s]\nEpoch 0: |          | 3889/? [26:02<00:00,  2.49it/s]\nEpoch 0: |          | 3889/? [26:02<00:00,  2.49it/s]\nEpoch 0: |          | 3890/? [26:03<00:00,  2.49it/s]\nEpoch 0: |          | 3890/? [26:03<00:00,  2.49it/s]\nEpoch 0: |          | 3891/? [26:03<00:00,  2.49it/s]\nEpoch 0: |          | 3891/? [26:03<00:00,  2.49it/s]\nEpoch 0: |          | 3892/? [26:03<00:00,  2.49it/s]\nEpoch 0: |          | 3892/? [26:03<00:00,  2.49it/s]\nEpoch 0: |          | 3893/? [26:04<00:00,  2.49it/s]\nEpoch 0: |          | 3893/? [26:04<00:00,  2.49it/s]\nEpoch 0: |          | 3894/? [26:04<00:00,  2.49it/s]\nEpoch 0: |          | 3894/? [26:04<00:00,  2.49it/s]\nEpoch 0: |          | 3895/? [26:04<00:00,  2.49it/s]\nEpoch 0: |          | 3895/? [26:04<00:00,  2.49it/s]\nEpoch 0: |          | 3896/? [26:05<00:00,  2.49it/s]\nEpoch 0: |          | 3896/? [26:05<00:00,  2.49it/s]\nEpoch 0: |          | 3897/? [26:05<00:00,  2.49it/s]\nEpoch 0: |          | 3897/? [26:05<00:00,  2.49it/s]\nEpoch 0: |          | 3898/? [26:06<00:00,  2.49it/s]\nEpoch 0: |          | 3898/? [26:06<00:00,  2.49it/s]\nEpoch 0: |          | 3899/? [26:06<00:00,  2.49it/s]\nEpoch 0: |          | 3899/? [26:06<00:00,  2.49it/s]\nEpoch 0: |          | 3900/? [26:06<00:00,  2.49it/s]\nEpoch 0: |          | 3900/? [26:06<00:00,  2.49it/s]\nEpoch 0: |          | 3901/? [26:07<00:00,  2.49it/s]\nEpoch 0: |          | 3901/? [26:07<00:00,  2.49it/s]\nEpoch 0: |          | 3902/? [26:07<00:00,  2.49it/s]\nEpoch 0: |          | 3902/? [26:07<00:00,  2.49it/s]\nEpoch 0: |          | 3903/? [26:07<00:00,  2.49it/s]\nEpoch 0: |          | 3903/? [26:07<00:00,  2.49it/s]\nEpoch 0: |          | 3904/? [26:08<00:00,  2.49it/s]\nEpoch 0: |          | 3904/? [26:08<00:00,  2.49it/s]\nEpoch 0: |          | 3905/? [26:08<00:00,  2.49it/s]\nEpoch 0: |          | 3905/? [26:08<00:00,  2.49it/s]\nEpoch 0: |          | 3906/? [26:09<00:00,  2.49it/s]\nEpoch 0: |          | 3906/? [26:09<00:00,  2.49it/s]\nEpoch 0: |          | 3907/? [26:09<00:00,  2.49it/s]\nEpoch 0: |          | 3907/? [26:09<00:00,  2.49it/s]\nEpoch 0: |          | 3908/? [26:09<00:00,  2.49it/s]\nEpoch 0: |          | 3908/? [26:09<00:00,  2.49it/s]\nEpoch 0: |          | 3909/? [26:10<00:00,  2.49it/s]\nEpoch 0: |          | 3909/? [26:10<00:00,  2.49it/s]\nEpoch 0: |          | 3910/? [26:10<00:00,  2.49it/s]\nEpoch 0: |          | 3910/? [26:10<00:00,  2.49it/s]\nEpoch 0: |          | 3911/? [26:10<00:00,  2.49it/s]\nEpoch 0: |          | 3911/? [26:10<00:00,  2.49it/s]\nEpoch 0: |          | 3912/? [26:11<00:00,  2.49it/s]\nEpoch 0: |          | 3912/? [26:11<00:00,  2.49it/s]\nEpoch 0: |          | 3913/? [26:11<00:00,  2.49it/s]\nEpoch 0: |          | 3913/? [26:11<00:00,  2.49it/s]\nEpoch 0: |          | 3914/? [26:11<00:00,  2.49it/s]\nEpoch 0: |          | 3914/? [26:11<00:00,  2.49it/s]\nEpoch 0: |          | 3915/? [26:12<00:00,  2.49it/s]\nEpoch 0: |          | 3915/? [26:12<00:00,  2.49it/s]\nEpoch 0: |          | 3916/? [26:12<00:00,  2.49it/s]\nEpoch 0: |          | 3916/? [26:12<00:00,  2.49it/s]\nEpoch 0: |          | 3917/? [26:13<00:00,  2.49it/s]\nEpoch 0: |          | 3917/? [26:13<00:00,  2.49it/s]\nEpoch 0: |          | 3918/? [26:13<00:00,  2.49it/s]\nEpoch 0: |          | 3918/? [26:13<00:00,  2.49it/s]\nEpoch 0: |          | 3919/? [26:13<00:00,  2.49it/s]\nEpoch 0: |          | 3919/? [26:13<00:00,  2.49it/s]\nEpoch 0: |          | 3920/? [26:14<00:00,  2.49it/s]\nEpoch 0: |          | 3920/? [26:14<00:00,  2.49it/s]\nEpoch 0: |          | 3921/? [26:14<00:00,  2.49it/s]\nEpoch 0: |          | 3921/? [26:14<00:00,  2.49it/s]\nEpoch 0: |          | 3922/? [26:15<00:00,  2.49it/s]\nEpoch 0: |          | 3922/? [26:15<00:00,  2.49it/s]\nEpoch 0: |          | 3923/? [26:15<00:00,  2.49it/s]\nEpoch 0: |          | 3923/? [26:15<00:00,  2.49it/s]\nEpoch 0: |          | 3924/? [26:15<00:00,  2.49it/s]\nEpoch 0: |          | 3924/? [26:15<00:00,  2.49it/s]\nEpoch 0: |          | 3925/? [26:16<00:00,  2.49it/s]\nEpoch 0: |          | 3925/? [26:16<00:00,  2.49it/s]\nEpoch 0: |          | 3926/? [26:16<00:00,  2.49it/s]\nEpoch 0: |          | 3926/? [26:16<00:00,  2.49it/s]\nEpoch 0: |          | 3927/? [26:16<00:00,  2.49it/s]\nEpoch 0: |          | 3927/? [26:16<00:00,  2.49it/s]\nEpoch 0: |          | 3928/? [26:17<00:00,  2.49it/s]\nEpoch 0: |          | 3928/? [26:17<00:00,  2.49it/s]\nEpoch 0: |          | 3929/? [26:17<00:00,  2.49it/s]\nEpoch 0: |          | 3929/? [26:17<00:00,  2.49it/s]\nEpoch 0: |          | 3930/? [26:18<00:00,  2.49it/s]\nEpoch 0: |          | 3930/? [26:18<00:00,  2.49it/s]\nEpoch 0: |          | 3931/? [26:18<00:00,  2.49it/s]\nEpoch 0: |          | 3931/? [26:18<00:00,  2.49it/s]\nEpoch 0: |          | 3932/? [26:18<00:00,  2.49it/s]\nEpoch 0: |          | 3932/? [26:18<00:00,  2.49it/s]\nEpoch 0: |          | 3933/? [26:19<00:00,  2.49it/s]\nEpoch 0: |          | 3933/? [26:19<00:00,  2.49it/s]\nEpoch 0: |          | 3934/? [26:19<00:00,  2.49it/s]\nEpoch 0: |          | 3934/? [26:19<00:00,  2.49it/s]\nEpoch 0: |          | 3935/? [26:19<00:00,  2.49it/s]\nEpoch 0: |          | 3935/? [26:19<00:00,  2.49it/s]\nEpoch 0: |          | 3936/? [26:20<00:00,  2.49it/s]\nEpoch 0: |          | 3936/? [26:20<00:00,  2.49it/s]\nEpoch 0: |          | 3937/? [26:20<00:00,  2.49it/s]\nEpoch 0: |          | 3937/? [26:20<00:00,  2.49it/s]\nEpoch 0: |          | 3938/? [26:21<00:00,  2.49it/s]\nEpoch 0: |          | 3938/? [26:21<00:00,  2.49it/s]\nEpoch 0: |          | 3939/? [26:21<00:00,  2.49it/s]\nEpoch 0: |          | 3939/? [26:21<00:00,  2.49it/s]\nEpoch 0: |          | 3940/? [26:21<00:00,  2.49it/s]\nEpoch 0: |          | 3940/? [26:21<00:00,  2.49it/s]\nEpoch 0: |          | 3941/? [26:22<00:00,  2.49it/s]\nEpoch 0: |          | 3941/? [26:22<00:00,  2.49it/s]\nEpoch 0: |          | 3942/? [26:22<00:00,  2.49it/s]\nEpoch 0: |          | 3942/? [26:22<00:00,  2.49it/s]\nEpoch 0: |          | 3943/? [26:22<00:00,  2.49it/s]\nEpoch 0: |          | 3943/? [26:22<00:00,  2.49it/s]\nEpoch 0: |          | 3944/? [26:23<00:00,  2.49it/s]\nEpoch 0: |          | 3944/? [26:23<00:00,  2.49it/s]\nEpoch 0: |          | 3945/? [26:23<00:00,  2.49it/s]\nEpoch 0: |          | 3945/? [26:23<00:00,  2.49it/s]\nEpoch 0: |          | 3946/? [26:24<00:00,  2.49it/s]\nEpoch 0: |          | 3946/? [26:24<00:00,  2.49it/s]\nEpoch 0: |          | 3947/? [26:24<00:00,  2.49it/s]\nEpoch 0: |          | 3947/? [26:24<00:00,  2.49it/s]\nEpoch 0: |          | 3948/? [26:24<00:00,  2.49it/s]\nEpoch 0: |          | 3948/? [26:24<00:00,  2.49it/s]\nEpoch 0: |          | 3949/? [26:25<00:00,  2.49it/s]\nEpoch 0: |          | 3949/? [26:25<00:00,  2.49it/s]\nEpoch 0: |          | 3950/? [26:25<00:00,  2.49it/s]\nEpoch 0: |          | 3950/? [26:25<00:00,  2.49it/s]\nEpoch 0: |          | 3951/? [26:25<00:00,  2.49it/s]\nEpoch 0: |          | 3951/? [26:25<00:00,  2.49it/s]\nEpoch 0: |          | 3952/? [26:26<00:00,  2.49it/s]\nEpoch 0: |          | 3952/? [26:26<00:00,  2.49it/s]\nEpoch 0: |          | 3953/? [26:26<00:00,  2.49it/s]\nEpoch 0: |          | 3953/? [26:26<00:00,  2.49it/s]\nEpoch 0: |          | 3954/? [26:27<00:00,  2.49it/s]\nEpoch 0: |          | 3954/? [26:27<00:00,  2.49it/s]\nEpoch 0: |          | 3955/? [26:27<00:00,  2.49it/s]\nEpoch 0: |          | 3955/? [26:27<00:00,  2.49it/s]\nEpoch 0: |          | 3956/? [26:27<00:00,  2.49it/s]\nEpoch 0: |          | 3956/? [26:27<00:00,  2.49it/s]\nEpoch 0: |          | 3957/? [26:28<00:00,  2.49it/s]\nEpoch 0: |          | 3957/? [26:28<00:00,  2.49it/s]\nEpoch 0: |          | 3958/? [26:28<00:00,  2.49it/s]\nEpoch 0: |          | 3958/? [26:28<00:00,  2.49it/s]\nEpoch 0: |          | 3959/? [26:28<00:00,  2.49it/s]\nEpoch 0: |          | 3959/? [26:28<00:00,  2.49it/s]\nEpoch 0: |          | 3960/? [26:29<00:00,  2.49it/s]\nEpoch 0: |          | 3960/? [26:29<00:00,  2.49it/s]\nEpoch 0: |          | 3961/? [26:29<00:00,  2.49it/s]\nEpoch 0: |          | 3961/? [26:29<00:00,  2.49it/s]\nEpoch 0: |          | 3962/? [26:30<00:00,  2.49it/s]\nEpoch 0: |          | 3962/? [26:30<00:00,  2.49it/s]\nEpoch 0: |          | 3963/? [26:30<00:00,  2.49it/s]\nEpoch 0: |          | 3963/? [26:30<00:00,  2.49it/s]\nEpoch 0: |          | 3964/? [26:30<00:00,  2.49it/s]\nEpoch 0: |          | 3964/? [26:30<00:00,  2.49it/s]\nEpoch 0: |          | 3965/? [26:31<00:00,  2.49it/s]\nEpoch 0: |          | 3965/? [26:31<00:00,  2.49it/s]\nEpoch 0: |          | 3966/? [26:31<00:00,  2.49it/s]\nEpoch 0: |          | 3966/? [26:31<00:00,  2.49it/s]\nEpoch 0: |          | 3967/? [26:31<00:00,  2.49it/s]\nEpoch 0: |          | 3967/? [26:31<00:00,  2.49it/s]\nEpoch 0: |          | 3968/? [26:32<00:00,  2.49it/s]\nEpoch 0: |          | 3968/? [26:32<00:00,  2.49it/s]\nEpoch 0: |          | 3969/? [26:32<00:00,  2.49it/s]\nEpoch 0: |          | 3969/? [26:32<00:00,  2.49it/s]\nEpoch 0: |          | 3970/? [26:33<00:00,  2.49it/s]\nEpoch 0: |          | 3970/? [26:33<00:00,  2.49it/s]\nEpoch 0: |          | 3971/? [26:33<00:00,  2.49it/s]\nEpoch 0: |          | 3971/? [26:33<00:00,  2.49it/s]\nEpoch 0: |          | 3972/? [26:33<00:00,  2.49it/s]\nEpoch 0: |          | 3972/? [26:33<00:00,  2.49it/s]\nEpoch 0: |          | 3973/? [26:34<00:00,  2.49it/s]\nEpoch 0: |          | 3973/? [26:34<00:00,  2.49it/s]\nEpoch 0: |          | 3974/? [26:34<00:00,  2.49it/s]\nEpoch 0: |          | 3974/? [26:34<00:00,  2.49it/s]\nEpoch 0: |          | 3975/? [26:34<00:00,  2.49it/s]\nEpoch 0: |          | 3975/? [26:34<00:00,  2.49it/s]\nEpoch 0: |          | 3976/? [26:35<00:00,  2.49it/s]\nEpoch 0: |          | 3976/? [26:35<00:00,  2.49it/s]\nEpoch 0: |          | 3977/? [26:35<00:00,  2.49it/s]\nEpoch 0: |          | 3977/? [26:35<00:00,  2.49it/s]\nEpoch 0: |          | 3978/? [26:36<00:00,  2.49it/s]\nEpoch 0: |          | 3978/? [26:36<00:00,  2.49it/s]\nEpoch 0: |          | 3979/? [26:36<00:00,  2.49it/s]\nEpoch 0: |          | 3979/? [26:36<00:00,  2.49it/s]\nEpoch 0: |          | 3980/? [26:36<00:00,  2.49it/s]\nEpoch 0: |          | 3980/? [26:36<00:00,  2.49it/s]\nEpoch 0: |          | 3981/? [26:37<00:00,  2.49it/s]\nEpoch 0: |          | 3981/? [26:37<00:00,  2.49it/s]\nEpoch 0: |          | 3982/? [26:37<00:00,  2.49it/s]\nEpoch 0: |          | 3982/? [26:37<00:00,  2.49it/s]\nEpoch 0: |          | 3983/? [26:37<00:00,  2.49it/s]\nEpoch 0: |          | 3983/? [26:37<00:00,  2.49it/s]\nEpoch 0: |          | 3984/? [26:38<00:00,  2.49it/s]\nEpoch 0: |          | 3984/? [26:38<00:00,  2.49it/s]\nEpoch 0: |          | 3985/? [26:38<00:00,  2.49it/s]\nEpoch 0: |          | 3985/? [26:38<00:00,  2.49it/s]\nEpoch 0: |          | 3986/? [26:39<00:00,  2.49it/s]\nEpoch 0: |          | 3986/? [26:39<00:00,  2.49it/s]\nEpoch 0: |          | 3987/? [26:39<00:00,  2.49it/s]\nEpoch 0: |          | 3987/? [26:39<00:00,  2.49it/s]\nEpoch 0: |          | 3988/? [26:39<00:00,  2.49it/s]\nEpoch 0: |          | 3988/? [26:39<00:00,  2.49it/s]\nEpoch 0: |          | 3989/? [26:40<00:00,  2.49it/s]\nEpoch 0: |          | 3989/? [26:40<00:00,  2.49it/s]\nEpoch 0: |          | 3990/? [26:40<00:00,  2.49it/s]\nEpoch 0: |          | 3990/? [26:40<00:00,  2.49it/s]\nEpoch 0: |          | 3991/? [26:40<00:00,  2.49it/s]\nEpoch 0: |          | 3991/? [26:40<00:00,  2.49it/s]\nEpoch 0: |          | 3992/? [26:41<00:00,  2.49it/s]\nEpoch 0: |          | 3992/? [26:41<00:00,  2.49it/s]\nEpoch 0: |          | 3993/? [26:41<00:00,  2.49it/s]\nEpoch 0: |          | 3993/? [26:41<00:00,  2.49it/s]\nEpoch 0: |          | 3994/? [26:42<00:00,  2.49it/s]\nEpoch 0: |          | 3994/? [26:42<00:00,  2.49it/s]\nEpoch 0: |          | 3995/? [26:42<00:00,  2.49it/s]\nEpoch 0: |          | 3995/? [26:42<00:00,  2.49it/s]\nEpoch 0: |          | 3996/? [26:42<00:00,  2.49it/s]\nEpoch 0: |          | 3996/? [26:42<00:00,  2.49it/s]\nEpoch 0: |          | 3997/? [26:43<00:00,  2.49it/s]\nEpoch 0: |          | 3997/? [26:43<00:00,  2.49it/s]\nEpoch 0: |          | 3998/? [26:43<00:00,  2.49it/s]\nEpoch 0: |          | 3998/? [26:43<00:00,  2.49it/s]\nEpoch 0: |          | 3999/? [26:43<00:00,  2.49it/s]\nEpoch 0: |          | 3999/? [26:43<00:00,  2.49it/s]\nEpoch 0: |          | 4000/? [26:44<00:00,  2.49it/s]\nEpoch 0: |          | 4000/? [26:44<00:00,  2.49it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.66it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.41it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.62it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.71it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 4000/? [26:44<00:00,  2.49it/s]\nEpoch 0: |          | 4001/? [26:45<00:00,  2.49it/s]\nEpoch 0: |          | 4001/? [26:45<00:00,  2.49it/s]\nEpoch 0: |          | 4002/? [26:45<00:00,  2.49it/s]\nEpoch 0: |          | 4002/? [26:45<00:00,  2.49it/s]\nEpoch 0: |          | 4003/? [26:45<00:00,  2.49it/s]\nEpoch 0: |          | 4003/? [26:45<00:00,  2.49it/s]\nEpoch 0: |          | 4004/? [26:46<00:00,  2.49it/s]\nEpoch 0: |          | 4004/? [26:46<00:00,  2.49it/s]\nEpoch 0: |          | 4005/? [26:46<00:00,  2.49it/s]\nEpoch 0: |          | 4005/? [26:46<00:00,  2.49it/s]\nEpoch 0: |          | 4006/? [26:46<00:00,  2.49it/s]\nEpoch 0: |          | 4006/? [26:46<00:00,  2.49it/s]\nEpoch 0: |          | 4007/? [26:47<00:00,  2.49it/s]\nEpoch 0: |          | 4007/? [26:47<00:00,  2.49it/s]\nEpoch 0: |          | 4008/? [26:47<00:00,  2.49it/s]\nEpoch 0: |          | 4008/? [26:47<00:00,  2.49it/s]\nEpoch 0: |          | 4009/? [26:48<00:00,  2.49it/s]\nEpoch 0: |          | 4009/? [26:48<00:00,  2.49it/s]\nEpoch 0: |          | 4010/? [26:48<00:00,  2.49it/s]\nEpoch 0: |          | 4010/? [26:48<00:00,  2.49it/s]\nEpoch 0: |          | 4011/? [26:48<00:00,  2.49it/s]\nEpoch 0: |          | 4011/? [26:48<00:00,  2.49it/s]\nEpoch 0: |          | 4012/? [26:49<00:00,  2.49it/s]\nEpoch 0: |          | 4012/? [26:49<00:00,  2.49it/s]\nEpoch 0: |          | 4013/? [26:49<00:00,  2.49it/s]\nEpoch 0: |          | 4013/? [26:49<00:00,  2.49it/s]\nEpoch 0: |          | 4014/? [26:49<00:00,  2.49it/s]\nEpoch 0: |          | 4014/? [26:49<00:00,  2.49it/s]\nEpoch 0: |          | 4015/? [26:50<00:00,  2.49it/s]\nEpoch 0: |          | 4015/? [26:50<00:00,  2.49it/s]\nEpoch 0: |          | 4016/? [26:50<00:00,  2.49it/s]\nEpoch 0: |          | 4016/? [26:50<00:00,  2.49it/s]\nEpoch 0: |          | 4017/? [26:51<00:00,  2.49it/s]\nEpoch 0: |          | 4017/? [26:51<00:00,  2.49it/s]\nEpoch 0: |          | 4018/? [26:51<00:00,  2.49it/s]\nEpoch 0: |          | 4018/? [26:51<00:00,  2.49it/s]\nEpoch 0: |          | 4019/? [26:51<00:00,  2.49it/s]\nEpoch 0: |          | 4019/? [26:51<00:00,  2.49it/s]\nEpoch 0: |          | 4020/? [26:52<00:00,  2.49it/s]\nEpoch 0: |          | 4020/? [26:52<00:00,  2.49it/s]\nEpoch 0: |          | 4021/? [26:52<00:00,  2.49it/s]\nEpoch 0: |          | 4021/? [26:52<00:00,  2.49it/s]\nEpoch 0: |          | 4022/? [26:52<00:00,  2.49it/s]\nEpoch 0: |          | 4022/? [26:52<00:00,  2.49it/s]\nEpoch 0: |          | 4023/? [26:53<00:00,  2.49it/s]\nEpoch 0: |          | 4023/? [26:53<00:00,  2.49it/s]\nEpoch 0: |          | 4024/? [26:53<00:00,  2.49it/s]\nEpoch 0: |          | 4024/? [26:53<00:00,  2.49it/s]\nEpoch 0: |          | 4025/? [26:54<00:00,  2.49it/s]\nEpoch 0: |          | 4025/? [26:54<00:00,  2.49it/s]\nEpoch 0: |          | 4026/? [26:54<00:00,  2.49it/s]\nEpoch 0: |          | 4026/? [26:54<00:00,  2.49it/s]\nEpoch 0: |          | 4027/? [26:54<00:00,  2.49it/s]\nEpoch 0: |          | 4027/? [26:54<00:00,  2.49it/s]\nEpoch 0: |          | 4028/? [26:55<00:00,  2.49it/s]\nEpoch 0: |          | 4028/? [26:55<00:00,  2.49it/s]\nEpoch 0: |          | 4029/? [26:55<00:00,  2.49it/s]\nEpoch 0: |          | 4029/? [26:55<00:00,  2.49it/s]\nEpoch 0: |          | 4030/? [26:55<00:00,  2.49it/s]\nEpoch 0: |          | 4030/? [26:55<00:00,  2.49it/s]\nEpoch 0: |          | 4031/? [26:56<00:00,  2.49it/s]\nEpoch 0: |          | 4031/? [26:56<00:00,  2.49it/s]\nEpoch 0: |          | 4032/? [26:56<00:00,  2.49it/s]\nEpoch 0: |          | 4032/? [26:56<00:00,  2.49it/s]\nEpoch 0: |          | 4033/? [26:57<00:00,  2.49it/s]\nEpoch 0: |          | 4033/? [26:57<00:00,  2.49it/s]\nEpoch 0: |          | 4034/? [26:57<00:00,  2.49it/s]\nEpoch 0: |          | 4034/? [26:57<00:00,  2.49it/s]\nEpoch 0: |          | 4035/? [26:57<00:00,  2.49it/s]\nEpoch 0: |          | 4035/? [26:57<00:00,  2.49it/s]\nEpoch 0: |          | 4036/? [26:58<00:00,  2.49it/s]\nEpoch 0: |          | 4036/? [26:58<00:00,  2.49it/s]\nEpoch 0: |          | 4037/? [26:58<00:00,  2.49it/s]\nEpoch 0: |          | 4037/? [26:58<00:00,  2.49it/s]\nEpoch 0: |          | 4038/? [26:58<00:00,  2.49it/s]\nEpoch 0: |          | 4038/? [26:58<00:00,  2.49it/s]\nEpoch 0: |          | 4039/? [26:59<00:00,  2.49it/s]\nEpoch 0: |          | 4039/? [26:59<00:00,  2.49it/s]\nEpoch 0: |          | 4040/? [26:59<00:00,  2.49it/s]\nEpoch 0: |          | 4040/? [26:59<00:00,  2.49it/s]\nEpoch 0: |          | 4041/? [27:00<00:00,  2.49it/s]\nEpoch 0: |          | 4041/? [27:00<00:00,  2.49it/s]\nEpoch 0: |          | 4042/? [27:00<00:00,  2.49it/s]\nEpoch 0: |          | 4042/? [27:00<00:00,  2.49it/s]\nEpoch 0: |          | 4043/? [27:00<00:00,  2.49it/s]\nEpoch 0: |          | 4043/? [27:00<00:00,  2.49it/s]\nEpoch 0: |          | 4044/? [27:01<00:00,  2.49it/s]\nEpoch 0: |          | 4044/? [27:01<00:00,  2.49it/s]\nEpoch 0: |          | 4045/? [27:01<00:00,  2.49it/s]\nEpoch 0: |          | 4045/? [27:01<00:00,  2.49it/s]\nEpoch 0: |          | 4046/? [27:01<00:00,  2.49it/s]\nEpoch 0: |          | 4046/? [27:01<00:00,  2.49it/s]\nEpoch 0: |          | 4047/? [27:02<00:00,  2.49it/s]\nEpoch 0: |          | 4047/? [27:02<00:00,  2.49it/s]\nEpoch 0: |          | 4048/? [27:02<00:00,  2.49it/s]\nEpoch 0: |          | 4048/? [27:02<00:00,  2.49it/s]\nEpoch 0: |          | 4049/? [27:03<00:00,  2.49it/s]\nEpoch 0: |          | 4049/? [27:03<00:00,  2.49it/s]\nEpoch 0: |          | 4050/? [27:03<00:00,  2.49it/s]\nEpoch 0: |          | 4050/? [27:03<00:00,  2.49it/s]\nEpoch 0: |          | 4051/? [27:03<00:00,  2.49it/s]\nEpoch 0: |          | 4051/? [27:03<00:00,  2.49it/s]\nEpoch 0: |          | 4052/? [27:04<00:00,  2.49it/s]\nEpoch 0: |          | 4052/? [27:04<00:00,  2.49it/s]\nEpoch 0: |          | 4053/? [27:04<00:00,  2.49it/s]\nEpoch 0: |          | 4053/? [27:04<00:00,  2.49it/s]\nEpoch 0: |          | 4054/? [27:04<00:00,  2.49it/s]\nEpoch 0: |          | 4054/? [27:04<00:00,  2.49it/s]\nEpoch 0: |          | 4055/? [27:05<00:00,  2.49it/s]\nEpoch 0: |          | 4055/? [27:05<00:00,  2.49it/s]\nEpoch 0: |          | 4056/? [27:05<00:00,  2.50it/s]\nEpoch 0: |          | 4056/? [27:05<00:00,  2.50it/s]\nEpoch 0: |          | 4057/? [27:06<00:00,  2.50it/s]\nEpoch 0: |          | 4057/? [27:06<00:00,  2.50it/s]\nEpoch 0: |          | 4058/? [27:06<00:00,  2.50it/s]\nEpoch 0: |          | 4058/? [27:06<00:00,  2.50it/s]\nEpoch 0: |          | 4059/? [27:06<00:00,  2.50it/s]\nEpoch 0: |          | 4059/? [27:06<00:00,  2.50it/s]\nEpoch 0: |          | 4060/? [27:07<00:00,  2.50it/s]\nEpoch 0: |          | 4060/? [27:07<00:00,  2.50it/s]\nEpoch 0: |          | 4061/? [27:07<00:00,  2.50it/s]\nEpoch 0: |          | 4061/? [27:07<00:00,  2.50it/s]\nEpoch 0: |          | 4062/? [27:07<00:00,  2.50it/s]\nEpoch 0: |          | 4062/? [27:07<00:00,  2.50it/s]\nEpoch 0: |          | 4063/? [27:08<00:00,  2.50it/s]\nEpoch 0: |          | 4063/? [27:08<00:00,  2.50it/s]\nEpoch 0: |          | 4064/? [27:08<00:00,  2.50it/s]\nEpoch 0: |          | 4064/? [27:08<00:00,  2.50it/s]\nEpoch 0: |          | 4065/? [27:09<00:00,  2.50it/s]\nEpoch 0: |          | 4065/? [27:09<00:00,  2.50it/s]\nEpoch 0: |          | 4066/? [27:09<00:00,  2.50it/s]\nEpoch 0: |          | 4066/? [27:09<00:00,  2.50it/s]\nEpoch 0: |          | 4067/? [27:09<00:00,  2.50it/s]\nEpoch 0: |          | 4067/? [27:09<00:00,  2.50it/s]\nEpoch 0: |          | 4068/? [27:10<00:00,  2.50it/s]\nEpoch 0: |          | 4068/? [27:10<00:00,  2.50it/s]\nEpoch 0: |          | 4069/? [27:10<00:00,  2.50it/s]\nEpoch 0: |          | 4069/? [27:10<00:00,  2.50it/s]\nEpoch 0: |          | 4070/? [27:10<00:00,  2.50it/s]\nEpoch 0: |          | 4070/? [27:10<00:00,  2.50it/s]\nEpoch 0: |          | 4071/? [27:11<00:00,  2.50it/s]\nEpoch 0: |          | 4071/? [27:11<00:00,  2.50it/s]\nEpoch 0: |          | 4072/? [27:11<00:00,  2.50it/s]\nEpoch 0: |          | 4072/? [27:11<00:00,  2.50it/s]\nEpoch 0: |          | 4073/? [27:12<00:00,  2.50it/s]\nEpoch 0: |          | 4073/? [27:12<00:00,  2.50it/s]\nEpoch 0: |          | 4074/? [27:12<00:00,  2.50it/s]\nEpoch 0: |          | 4074/? [27:12<00:00,  2.50it/s]\nEpoch 0: |          | 4075/? [27:12<00:00,  2.50it/s]\nEpoch 0: |          | 4075/? [27:12<00:00,  2.50it/s]\nEpoch 0: |          | 4076/? [27:13<00:00,  2.50it/s]\nEpoch 0: |          | 4076/? [27:13<00:00,  2.50it/s]\nEpoch 0: |          | 4077/? [27:13<00:00,  2.50it/s]\nEpoch 0: |          | 4077/? [27:13<00:00,  2.50it/s]\nEpoch 0: |          | 4078/? [27:13<00:00,  2.50it/s]\nEpoch 0: |          | 4078/? [27:13<00:00,  2.50it/s]\nEpoch 0: |          | 4079/? [27:14<00:00,  2.50it/s]\nEpoch 0: |          | 4079/? [27:14<00:00,  2.50it/s]\nEpoch 0: |          | 4080/? [27:14<00:00,  2.50it/s]\nEpoch 0: |          | 4080/? [27:14<00:00,  2.50it/s]\nEpoch 0: |          | 4081/? [27:15<00:00,  2.50it/s]\nEpoch 0: |          | 4081/? [27:15<00:00,  2.50it/s]\nEpoch 0: |          | 4082/? [27:15<00:00,  2.50it/s]\nEpoch 0: |          | 4082/? [27:15<00:00,  2.50it/s]\nEpoch 0: |          | 4083/? [27:15<00:00,  2.50it/s]\nEpoch 0: |          | 4083/? [27:15<00:00,  2.50it/s]\nEpoch 0: |          | 4084/? [27:16<00:00,  2.50it/s]\nEpoch 0: |          | 4084/? [27:16<00:00,  2.50it/s]\nEpoch 0: |          | 4085/? [27:16<00:00,  2.50it/s]\nEpoch 0: |          | 4085/? [27:16<00:00,  2.50it/s]\nEpoch 0: |          | 4086/? [27:16<00:00,  2.50it/s]\nEpoch 0: |          | 4086/? [27:16<00:00,  2.50it/s]\nEpoch 0: |          | 4087/? [27:17<00:00,  2.50it/s]\nEpoch 0: |          | 4087/? [27:17<00:00,  2.50it/s]\nEpoch 0: |          | 4088/? [27:17<00:00,  2.50it/s]\nEpoch 0: |          | 4088/? [27:17<00:00,  2.50it/s]\nEpoch 0: |          | 4089/? [27:18<00:00,  2.50it/s]\nEpoch 0: |          | 4089/? [27:18<00:00,  2.50it/s]\nEpoch 0: |          | 4090/? [27:18<00:00,  2.50it/s]\nEpoch 0: |          | 4090/? [27:18<00:00,  2.50it/s]\nEpoch 0: |          | 4091/? [27:18<00:00,  2.50it/s]\nEpoch 0: |          | 4091/? [27:18<00:00,  2.50it/s]\nEpoch 0: |          | 4092/? [27:19<00:00,  2.50it/s]\nEpoch 0: |          | 4092/? [27:19<00:00,  2.50it/s]\nEpoch 0: |          | 4093/? [27:19<00:00,  2.50it/s]\nEpoch 0: |          | 4093/? [27:19<00:00,  2.50it/s]\nEpoch 0: |          | 4094/? [27:19<00:00,  2.50it/s]\nEpoch 0: |          | 4094/? [27:19<00:00,  2.50it/s]\nEpoch 0: |          | 4095/? [27:20<00:00,  2.50it/s]\nEpoch 0: |          | 4095/? [27:20<00:00,  2.50it/s]\nEpoch 0: |          | 4096/? [27:20<00:00,  2.50it/s]\nEpoch 0: |          | 4096/? [27:20<00:00,  2.50it/s]\nEpoch 0: |          | 4097/? [27:21<00:00,  2.50it/s]\nEpoch 0: |          | 4097/? [27:21<00:00,  2.50it/s]\nEpoch 0: |          | 4098/? [27:21<00:00,  2.50it/s]\nEpoch 0: |          | 4098/? [27:21<00:00,  2.50it/s]\nEpoch 0: |          | 4099/? [27:21<00:00,  2.50it/s]\nEpoch 0: |          | 4099/? [27:21<00:00,  2.50it/s]\nEpoch 0: |          | 4100/? [27:22<00:00,  2.50it/s]\nEpoch 0: |          | 4100/? [27:22<00:00,  2.50it/s]\nEpoch 0: |          | 4101/? [27:22<00:00,  2.50it/s]\nEpoch 0: |          | 4101/? [27:22<00:00,  2.50it/s]\nEpoch 0: |          | 4102/? [27:22<00:00,  2.50it/s]\nEpoch 0: |          | 4102/? [27:22<00:00,  2.50it/s]\nEpoch 0: |          | 4103/? [27:23<00:00,  2.50it/s]\nEpoch 0: |          | 4103/? [27:23<00:00,  2.50it/s]\nEpoch 0: |          | 4104/? [27:23<00:00,  2.50it/s]\nEpoch 0: |          | 4104/? [27:23<00:00,  2.50it/s]\nEpoch 0: |          | 4105/? [27:24<00:00,  2.50it/s]\nEpoch 0: |          | 4105/? [27:24<00:00,  2.50it/s]\nEpoch 0: |          | 4106/? [27:24<00:00,  2.50it/s]\nEpoch 0: |          | 4106/? [27:24<00:00,  2.50it/s]\nEpoch 0: |          | 4107/? [27:24<00:00,  2.50it/s]\nEpoch 0: |          | 4107/? [27:24<00:00,  2.50it/s]\nEpoch 0: |          | 4108/? [27:25<00:00,  2.50it/s]\nEpoch 0: |          | 4108/? [27:25<00:00,  2.50it/s]\nEpoch 0: |          | 4109/? [27:25<00:00,  2.50it/s]\nEpoch 0: |          | 4109/? [27:25<00:00,  2.50it/s]\nEpoch 0: |          | 4110/? [27:25<00:00,  2.50it/s]\nEpoch 0: |          | 4110/? [27:25<00:00,  2.50it/s]\nEpoch 0: |          | 4111/? [27:26<00:00,  2.50it/s]\nEpoch 0: |          | 4111/? [27:26<00:00,  2.50it/s]\nEpoch 0: |          | 4112/? [27:26<00:00,  2.50it/s]\nEpoch 0: |          | 4112/? [27:26<00:00,  2.50it/s]\nEpoch 0: |          | 4113/? [27:27<00:00,  2.50it/s]\nEpoch 0: |          | 4113/? [27:27<00:00,  2.50it/s]\nEpoch 0: |          | 4114/? [27:27<00:00,  2.50it/s]\nEpoch 0: |          | 4114/? [27:27<00:00,  2.50it/s]\nEpoch 0: |          | 4115/? [27:27<00:00,  2.50it/s]\nEpoch 0: |          | 4115/? [27:27<00:00,  2.50it/s]\nEpoch 0: |          | 4116/? [27:28<00:00,  2.50it/s]\nEpoch 0: |          | 4116/? [27:28<00:00,  2.50it/s]\nEpoch 0: |          | 4117/? [27:28<00:00,  2.50it/s]\nEpoch 0: |          | 4117/? [27:28<00:00,  2.50it/s]\nEpoch 0: |          | 4118/? [27:28<00:00,  2.50it/s]\nEpoch 0: |          | 4118/? [27:28<00:00,  2.50it/s]\nEpoch 0: |          | 4119/? [27:29<00:00,  2.50it/s]\nEpoch 0: |          | 4119/? [27:29<00:00,  2.50it/s]\nEpoch 0: |          | 4120/? [27:29<00:00,  2.50it/s]\nEpoch 0: |          | 4120/? [27:29<00:00,  2.50it/s]\nEpoch 0: |          | 4121/? [27:30<00:00,  2.50it/s]\nEpoch 0: |          | 4121/? [27:30<00:00,  2.50it/s]\nEpoch 0: |          | 4122/? [27:30<00:00,  2.50it/s]\nEpoch 0: |          | 4122/? [27:30<00:00,  2.50it/s]\nEpoch 0: |          | 4123/? [27:30<00:00,  2.50it/s]\nEpoch 0: |          | 4123/? [27:30<00:00,  2.50it/s]\nEpoch 0: |          | 4124/? [27:31<00:00,  2.50it/s]\nEpoch 0: |          | 4124/? [27:31<00:00,  2.50it/s]\nEpoch 0: |          | 4125/? [27:31<00:00,  2.50it/s]\nEpoch 0: |          | 4125/? [27:31<00:00,  2.50it/s]\nEpoch 0: |          | 4126/? [27:31<00:00,  2.50it/s]\nEpoch 0: |          | 4126/? [27:31<00:00,  2.50it/s]\nEpoch 0: |          | 4127/? [27:32<00:00,  2.50it/s]\nEpoch 0: |          | 4127/? [27:32<00:00,  2.50it/s]\nEpoch 0: |          | 4128/? [27:32<00:00,  2.50it/s]\nEpoch 0: |          | 4128/? [27:32<00:00,  2.50it/s]\nEpoch 0: |          | 4129/? [27:33<00:00,  2.50it/s]\nEpoch 0: |          | 4129/? [27:33<00:00,  2.50it/s]\nEpoch 0: |          | 4130/? [27:33<00:00,  2.50it/s]\nEpoch 0: |          | 4130/? [27:33<00:00,  2.50it/s]\nEpoch 0: |          | 4131/? [27:33<00:00,  2.50it/s]\nEpoch 0: |          | 4131/? [27:33<00:00,  2.50it/s]\nEpoch 0: |          | 4132/? [27:34<00:00,  2.50it/s]\nEpoch 0: |          | 4132/? [27:34<00:00,  2.50it/s]\nEpoch 0: |          | 4133/? [27:34<00:00,  2.50it/s]\nEpoch 0: |          | 4133/? [27:34<00:00,  2.50it/s]\nEpoch 0: |          | 4134/? [27:34<00:00,  2.50it/s]\nEpoch 0: |          | 4134/? [27:34<00:00,  2.50it/s]\nEpoch 0: |          | 4135/? [27:35<00:00,  2.50it/s]\nEpoch 0: |          | 4135/? [27:35<00:00,  2.50it/s]\nEpoch 0: |          | 4136/? [27:35<00:00,  2.50it/s]\nEpoch 0: |          | 4136/? [27:35<00:00,  2.50it/s]\nEpoch 0: |          | 4137/? [27:36<00:00,  2.50it/s]\nEpoch 0: |          | 4137/? [27:36<00:00,  2.50it/s]\nEpoch 0: |          | 4138/? [27:36<00:00,  2.50it/s]\nEpoch 0: |          | 4138/? [27:36<00:00,  2.50it/s]\nEpoch 0: |          | 4139/? [27:36<00:00,  2.50it/s]\nEpoch 0: |          | 4139/? [27:36<00:00,  2.50it/s]\nEpoch 0: |          | 4140/? [27:37<00:00,  2.50it/s]\nEpoch 0: |          | 4140/? [27:37<00:00,  2.50it/s]\nEpoch 0: |          | 4141/? [27:37<00:00,  2.50it/s]\nEpoch 0: |          | 4141/? [27:37<00:00,  2.50it/s]\nEpoch 0: |          | 4142/? [27:37<00:00,  2.50it/s]\nEpoch 0: |          | 4142/? [27:37<00:00,  2.50it/s]\nEpoch 0: |          | 4143/? [27:38<00:00,  2.50it/s]\nEpoch 0: |          | 4143/? [27:38<00:00,  2.50it/s]\nEpoch 0: |          | 4144/? [27:38<00:00,  2.50it/s]\nEpoch 0: |          | 4144/? [27:38<00:00,  2.50it/s]\nEpoch 0: |          | 4145/? [27:38<00:00,  2.50it/s]\nEpoch 0: |          | 4145/? [27:38<00:00,  2.50it/s]\nEpoch 0: |          | 4146/? [27:39<00:00,  2.50it/s]\nEpoch 0: |          | 4146/? [27:39<00:00,  2.50it/s]\nEpoch 0: |          | 4147/? [27:39<00:00,  2.50it/s]\nEpoch 0: |          | 4147/? [27:39<00:00,  2.50it/s]\nEpoch 0: |          | 4148/? [27:40<00:00,  2.50it/s]\nEpoch 0: |          | 4148/? [27:40<00:00,  2.50it/s]\nEpoch 0: |          | 4149/? [27:40<00:00,  2.50it/s]\nEpoch 0: |          | 4149/? [27:40<00:00,  2.50it/s]\nEpoch 0: |          | 4150/? [27:40<00:00,  2.50it/s]\nEpoch 0: |          | 4150/? [27:40<00:00,  2.50it/s]\nEpoch 0: |          | 4151/? [27:41<00:00,  2.50it/s]\nEpoch 0: |          | 4151/? [27:41<00:00,  2.50it/s]\nEpoch 0: |          | 4152/? [27:41<00:00,  2.50it/s]\nEpoch 0: |          | 4152/? [27:41<00:00,  2.50it/s]\nEpoch 0: |          | 4153/? [27:41<00:00,  2.50it/s]\nEpoch 0: |          | 4153/? [27:41<00:00,  2.50it/s]\nEpoch 0: |          | 4154/? [27:42<00:00,  2.50it/s]\nEpoch 0: |          | 4154/? [27:42<00:00,  2.50it/s]\nEpoch 0: |          | 4155/? [27:42<00:00,  2.50it/s]\nEpoch 0: |          | 4155/? [27:42<00:00,  2.50it/s]\nEpoch 0: |          | 4156/? [27:43<00:00,  2.50it/s]\nEpoch 0: |          | 4156/? [27:43<00:00,  2.50it/s]\nEpoch 0: |          | 4157/? [27:43<00:00,  2.50it/s]\nEpoch 0: |          | 4157/? [27:43<00:00,  2.50it/s]\nEpoch 0: |          | 4158/? [27:43<00:00,  2.50it/s]\nEpoch 0: |          | 4158/? [27:43<00:00,  2.50it/s]\nEpoch 0: |          | 4159/? [27:44<00:00,  2.50it/s]\nEpoch 0: |          | 4159/? [27:44<00:00,  2.50it/s]\nEpoch 0: |          | 4160/? [27:44<00:00,  2.50it/s]\nEpoch 0: |          | 4160/? [27:44<00:00,  2.50it/s]\nEpoch 0: |          | 4161/? [27:44<00:00,  2.50it/s]\nEpoch 0: |          | 4161/? [27:44<00:00,  2.50it/s]\nEpoch 0: |          | 4162/? [27:45<00:00,  2.50it/s]\nEpoch 0: |          | 4162/? [27:45<00:00,  2.50it/s]\nEpoch 0: |          | 4163/? [27:45<00:00,  2.50it/s]\nEpoch 0: |          | 4163/? [27:45<00:00,  2.50it/s]\nEpoch 0: |          | 4164/? [27:46<00:00,  2.50it/s]\nEpoch 0: |          | 4164/? [27:46<00:00,  2.50it/s]\nEpoch 0: |          | 4165/? [27:46<00:00,  2.50it/s]\nEpoch 0: |          | 4165/? [27:46<00:00,  2.50it/s]\nEpoch 0: |          | 4166/? [27:46<00:00,  2.50it/s]\nEpoch 0: |          | 4166/? [27:46<00:00,  2.50it/s]\nEpoch 0: |          | 4167/? [27:47<00:00,  2.50it/s]\nEpoch 0: |          | 4167/? [27:47<00:00,  2.50it/s]\nEpoch 0: |          | 4168/? [27:47<00:00,  2.50it/s]\nEpoch 0: |          | 4168/? [27:47<00:00,  2.50it/s]\nEpoch 0: |          | 4169/? [27:47<00:00,  2.50it/s]\nEpoch 0: |          | 4169/? [27:47<00:00,  2.50it/s]\nEpoch 0: |          | 4170/? [27:48<00:00,  2.50it/s]\nEpoch 0: |          | 4170/? [27:48<00:00,  2.50it/s]\nEpoch 0: |          | 4171/? [27:48<00:00,  2.50it/s]\nEpoch 0: |          | 4171/? [27:48<00:00,  2.50it/s]\nEpoch 0: |          | 4172/? [27:49<00:00,  2.50it/s]\nEpoch 0: |          | 4172/? [27:49<00:00,  2.50it/s]\nEpoch 0: |          | 4173/? [27:49<00:00,  2.50it/s]\nEpoch 0: |          | 4173/? [27:49<00:00,  2.50it/s]\nEpoch 0: |          | 4174/? [27:49<00:00,  2.50it/s]\nEpoch 0: |          | 4174/? [27:49<00:00,  2.50it/s]\nEpoch 0: |          | 4175/? [27:50<00:00,  2.50it/s]\nEpoch 0: |          | 4175/? [27:50<00:00,  2.50it/s]\nEpoch 0: |          | 4176/? [27:50<00:00,  2.50it/s]\nEpoch 0: |          | 4176/? [27:50<00:00,  2.50it/s]\nEpoch 0: |          | 4177/? [27:50<00:00,  2.50it/s]\nEpoch 0: |          | 4177/? [27:50<00:00,  2.50it/s]\nEpoch 0: |          | 4178/? [27:51<00:00,  2.50it/s]\nEpoch 0: |          | 4178/? [27:51<00:00,  2.50it/s]\nEpoch 0: |          | 4179/? [27:51<00:00,  2.50it/s]\nEpoch 0: |          | 4179/? [27:51<00:00,  2.50it/s]\nEpoch 0: |          | 4180/? [27:52<00:00,  2.50it/s]\nEpoch 0: |          | 4180/? [27:52<00:00,  2.50it/s]\nEpoch 0: |          | 4181/? [27:52<00:00,  2.50it/s]\nEpoch 0: |          | 4181/? [27:52<00:00,  2.50it/s]\nEpoch 0: |          | 4182/? [27:52<00:00,  2.50it/s]\nEpoch 0: |          | 4182/? [27:52<00:00,  2.50it/s]\nEpoch 0: |          | 4183/? [27:53<00:00,  2.50it/s]\nEpoch 0: |          | 4183/? [27:53<00:00,  2.50it/s]\nEpoch 0: |          | 4184/? [27:53<00:00,  2.50it/s]\nEpoch 0: |          | 4184/? [27:53<00:00,  2.50it/s]\nEpoch 0: |          | 4185/? [27:54<00:00,  2.50it/s]\nEpoch 0: |          | 4185/? [27:54<00:00,  2.50it/s]\nEpoch 0: |          | 4186/? [27:54<00:00,  2.50it/s]\nEpoch 0: |          | 4186/? [27:54<00:00,  2.50it/s]\nEpoch 0: |          | 4187/? [27:54<00:00,  2.50it/s]\nEpoch 0: |          | 4187/? [27:54<00:00,  2.50it/s]\nEpoch 0: |          | 4188/? [27:55<00:00,  2.50it/s]\nEpoch 0: |          | 4188/? [27:55<00:00,  2.50it/s]\nEpoch 0: |          | 4189/? [27:55<00:00,  2.50it/s]\nEpoch 0: |          | 4189/? [27:55<00:00,  2.50it/s]\nEpoch 0: |          | 4190/? [27:55<00:00,  2.50it/s]\nEpoch 0: |          | 4190/? [27:55<00:00,  2.50it/s]\nEpoch 0: |          | 4191/? [27:56<00:00,  2.50it/s]\nEpoch 0: |          | 4191/? [27:56<00:00,  2.50it/s]\nEpoch 0: |          | 4192/? [27:56<00:00,  2.50it/s]\nEpoch 0: |          | 4192/? [27:56<00:00,  2.50it/s]\nEpoch 0: |          | 4193/? [27:56<00:00,  2.50it/s]\nEpoch 0: |          | 4193/? [27:56<00:00,  2.50it/s]\nEpoch 0: |          | 4194/? [27:57<00:00,  2.50it/s]\nEpoch 0: |          | 4194/? [27:57<00:00,  2.50it/s]\nEpoch 0: |          | 4195/? [27:57<00:00,  2.50it/s]\nEpoch 0: |          | 4195/? [27:57<00:00,  2.50it/s]\nEpoch 0: |          | 4196/? [27:58<00:00,  2.50it/s]\nEpoch 0: |          | 4196/? [27:58<00:00,  2.50it/s]\nEpoch 0: |          | 4197/? [27:58<00:00,  2.50it/s]\nEpoch 0: |          | 4197/? [27:58<00:00,  2.50it/s]\nEpoch 0: |          | 4198/? [27:58<00:00,  2.50it/s]\nEpoch 0: |          | 4198/? [27:58<00:00,  2.50it/s]\nEpoch 0: |          | 4199/? [27:59<00:00,  2.50it/s]\nEpoch 0: |          | 4199/? [27:59<00:00,  2.50it/s]\nEpoch 0: |          | 4200/? [27:59<00:00,  2.50it/s]\nEpoch 0: |          | 4200/? [27:59<00:00,  2.50it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.66it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.33it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.26it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.24it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 4200/? [28:00<00:00,  2.50it/s]\nEpoch 0: |          | 4201/? [28:00<00:00,  2.50it/s]\nEpoch 0: |          | 4201/? [28:00<00:00,  2.50it/s]\nEpoch 0: |          | 4202/? [28:00<00:00,  2.50it/s]\nEpoch 0: |          | 4202/? [28:00<00:00,  2.50it/s]\nEpoch 0: |          | 4203/? [28:01<00:00,  2.50it/s]\nEpoch 0: |          | 4203/? [28:01<00:00,  2.50it/s]\nEpoch 0: |          | 4204/? [28:01<00:00,  2.50it/s]\nEpoch 0: |          | 4204/? [28:01<00:00,  2.50it/s]\nEpoch 0: |          | 4205/? [28:01<00:00,  2.50it/s]\nEpoch 0: |          | 4205/? [28:01<00:00,  2.50it/s]\nEpoch 0: |          | 4206/? [28:02<00:00,  2.50it/s]\nEpoch 0: |          | 4206/? [28:02<00:00,  2.50it/s]\nEpoch 0: |          | 4207/? [28:02<00:00,  2.50it/s]\nEpoch 0: |          | 4207/? [28:02<00:00,  2.50it/s]\nEpoch 0: |          | 4208/? [28:03<00:00,  2.50it/s]\nEpoch 0: |          | 4208/? [28:03<00:00,  2.50it/s]\nEpoch 0: |          | 4209/? [28:03<00:00,  2.50it/s]\nEpoch 0: |          | 4209/? [28:03<00:00,  2.50it/s]\nEpoch 0: |          | 4210/? [28:03<00:00,  2.50it/s]\nEpoch 0: |          | 4210/? [28:03<00:00,  2.50it/s]\nEpoch 0: |          | 4211/? [28:04<00:00,  2.50it/s]\nEpoch 0: |          | 4211/? [28:04<00:00,  2.50it/s]\nEpoch 0: |          | 4212/? [28:04<00:00,  2.50it/s]\nEpoch 0: |          | 4212/? [28:04<00:00,  2.50it/s]\nEpoch 0: |          | 4213/? [28:04<00:00,  2.50it/s]\nEpoch 0: |          | 4213/? [28:04<00:00,  2.50it/s]\nEpoch 0: |          | 4214/? [28:05<00:00,  2.50it/s]\nEpoch 0: |          | 4214/? [28:05<00:00,  2.50it/s]\nEpoch 0: |          | 4215/? [28:05<00:00,  2.50it/s]\nEpoch 0: |          | 4215/? [28:05<00:00,  2.50it/s]\nEpoch 0: |          | 4216/? [28:06<00:00,  2.50it/s]\nEpoch 0: |          | 4216/? [28:06<00:00,  2.50it/s]\nEpoch 0: |          | 4217/? [28:06<00:00,  2.50it/s]\nEpoch 0: |          | 4217/? [28:06<00:00,  2.50it/s]\nEpoch 0: |          | 4218/? [28:06<00:00,  2.50it/s]\nEpoch 0: |          | 4218/? [28:06<00:00,  2.50it/s]\nEpoch 0: |          | 4219/? [28:07<00:00,  2.50it/s]\nEpoch 0: |          | 4219/? [28:07<00:00,  2.50it/s]\nEpoch 0: |          | 4220/? [28:07<00:00,  2.50it/s]\nEpoch 0: |          | 4220/? [28:07<00:00,  2.50it/s]\nEpoch 0: |          | 4221/? [28:07<00:00,  2.50it/s]\nEpoch 0: |          | 4221/? [28:07<00:00,  2.50it/s]\nEpoch 0: |          | 4222/? [28:08<00:00,  2.50it/s]\nEpoch 0: |          | 4222/? [28:08<00:00,  2.50it/s]\nEpoch 0: |          | 4223/? [28:08<00:00,  2.50it/s]\nEpoch 0: |          | 4223/? [28:08<00:00,  2.50it/s]\nEpoch 0: |          | 4224/? [28:09<00:00,  2.50it/s]\nEpoch 0: |          | 4224/? [28:09<00:00,  2.50it/s]\nEpoch 0: |          | 4225/? [28:09<00:00,  2.50it/s]\nEpoch 0: |          | 4225/? [28:09<00:00,  2.50it/s]\nEpoch 0: |          | 4226/? [28:09<00:00,  2.50it/s]\nEpoch 0: |          | 4226/? [28:09<00:00,  2.50it/s]\nEpoch 0: |          | 4227/? [28:10<00:00,  2.50it/s]\nEpoch 0: |          | 4227/? [28:10<00:00,  2.50it/s]\nEpoch 0: |          | 4228/? [28:10<00:00,  2.50it/s]\nEpoch 0: |          | 4228/? [28:10<00:00,  2.50it/s]\nEpoch 0: |          | 4229/? [28:10<00:00,  2.50it/s]\nEpoch 0: |          | 4229/? [28:10<00:00,  2.50it/s]\nEpoch 0: |          | 4230/? [28:11<00:00,  2.50it/s]\nEpoch 0: |          | 4230/? [28:11<00:00,  2.50it/s]\nEpoch 0: |          | 4231/? [28:11<00:00,  2.50it/s]\nEpoch 0: |          | 4231/? [28:11<00:00,  2.50it/s]\nEpoch 0: |          | 4232/? [28:11<00:00,  2.50it/s]\nEpoch 0: |          | 4232/? [28:11<00:00,  2.50it/s]\nEpoch 0: |          | 4233/? [28:12<00:00,  2.50it/s]\nEpoch 0: |          | 4233/? [28:12<00:00,  2.50it/s]\nEpoch 0: |          | 4234/? [28:12<00:00,  2.50it/s]\nEpoch 0: |          | 4234/? [28:12<00:00,  2.50it/s]\nEpoch 0: |          | 4235/? [28:13<00:00,  2.50it/s]\nEpoch 0: |          | 4235/? [28:13<00:00,  2.50it/s]\nEpoch 0: |          | 4236/? [28:13<00:00,  2.50it/s]\nEpoch 0: |          | 4236/? [28:13<00:00,  2.50it/s]\nEpoch 0: |          | 4237/? [28:13<00:00,  2.50it/s]\nEpoch 0: |          | 4237/? [28:13<00:00,  2.50it/s]\nEpoch 0: |          | 4238/? [28:14<00:00,  2.50it/s]\nEpoch 0: |          | 4238/? [28:14<00:00,  2.50it/s]\nEpoch 0: |          | 4239/? [28:14<00:00,  2.50it/s]\nEpoch 0: |          | 4239/? [28:14<00:00,  2.50it/s]\nEpoch 0: |          | 4240/? [28:14<00:00,  2.50it/s]\nEpoch 0: |          | 4240/? [28:14<00:00,  2.50it/s]\nEpoch 0: |          | 4241/? [28:15<00:00,  2.50it/s]\nEpoch 0: |          | 4241/? [28:15<00:00,  2.50it/s]\nEpoch 0: |          | 4242/? [28:15<00:00,  2.50it/s]\nEpoch 0: |          | 4242/? [28:15<00:00,  2.50it/s]\nEpoch 0: |          | 4243/? [28:16<00:00,  2.50it/s]\nEpoch 0: |          | 4243/? [28:16<00:00,  2.50it/s]\nEpoch 0: |          | 4244/? [28:16<00:00,  2.50it/s]\nEpoch 0: |          | 4244/? [28:16<00:00,  2.50it/s]\nEpoch 0: |          | 4245/? [28:16<00:00,  2.50it/s]\nEpoch 0: |          | 4245/? [28:16<00:00,  2.50it/s]\nEpoch 0: |          | 4246/? [28:17<00:00,  2.50it/s]\nEpoch 0: |          | 4246/? [28:17<00:00,  2.50it/s]\nEpoch 0: |          | 4247/? [28:17<00:00,  2.50it/s]\nEpoch 0: |          | 4247/? [28:17<00:00,  2.50it/s]\nEpoch 0: |          | 4248/? [28:17<00:00,  2.50it/s]\nEpoch 0: |          | 4248/? [28:17<00:00,  2.50it/s]\nEpoch 0: |          | 4249/? [28:18<00:00,  2.50it/s]\nEpoch 0: |          | 4249/? [28:18<00:00,  2.50it/s]\nEpoch 0: |          | 4250/? [28:18<00:00,  2.50it/s]\nEpoch 0: |          | 4250/? [28:18<00:00,  2.50it/s]\nEpoch 0: |          | 4251/? [28:19<00:00,  2.50it/s]\nEpoch 0: |          | 4251/? [28:19<00:00,  2.50it/s]\nEpoch 0: |          | 4252/? [28:19<00:00,  2.50it/s]\nEpoch 0: |          | 4252/? [28:19<00:00,  2.50it/s]\nEpoch 0: |          | 4253/? [28:19<00:00,  2.50it/s]\nEpoch 0: |          | 4253/? [28:19<00:00,  2.50it/s]\nEpoch 0: |          | 4254/? [28:20<00:00,  2.50it/s]\nEpoch 0: |          | 4254/? [28:20<00:00,  2.50it/s]\nEpoch 0: |          | 4255/? [28:20<00:00,  2.50it/s]\nEpoch 0: |          | 4255/? [28:20<00:00,  2.50it/s]\nEpoch 0: |          | 4256/? [28:20<00:00,  2.50it/s]\nEpoch 0: |          | 4256/? [28:20<00:00,  2.50it/s]\nEpoch 0: |          | 4257/? [28:21<00:00,  2.50it/s]\nEpoch 0: |          | 4257/? [28:21<00:00,  2.50it/s]\nEpoch 0: |          | 4258/? [28:21<00:00,  2.50it/s]\nEpoch 0: |          | 4258/? [28:21<00:00,  2.50it/s]\nEpoch 0: |          | 4259/? [28:22<00:00,  2.50it/s]\nEpoch 0: |          | 4259/? [28:22<00:00,  2.50it/s]\nEpoch 0: |          | 4260/? [28:22<00:00,  2.50it/s]\nEpoch 0: |          | 4260/? [28:22<00:00,  2.50it/s]\nEpoch 0: |          | 4261/? [28:22<00:00,  2.50it/s]\nEpoch 0: |          | 4261/? [28:22<00:00,  2.50it/s]\nEpoch 0: |          | 4262/? [28:23<00:00,  2.50it/s]\nEpoch 0: |          | 4262/? [28:23<00:00,  2.50it/s]\nEpoch 0: |          | 4263/? [28:23<00:00,  2.50it/s]\nEpoch 0: |          | 4263/? [28:23<00:00,  2.50it/s]\nEpoch 0: |          | 4264/? [28:23<00:00,  2.50it/s]\nEpoch 0: |          | 4264/? [28:23<00:00,  2.50it/s]\nEpoch 0: |          | 4265/? [28:24<00:00,  2.50it/s]\nEpoch 0: |          | 4265/? [28:24<00:00,  2.50it/s]\nEpoch 0: |          | 4266/? [28:24<00:00,  2.50it/s]\nEpoch 0: |          | 4266/? [28:24<00:00,  2.50it/s]\nEpoch 0: |          | 4267/? [28:25<00:00,  2.50it/s]\nEpoch 0: |          | 4267/? [28:25<00:00,  2.50it/s]\nEpoch 0: |          | 4268/? [28:25<00:00,  2.50it/s]\nEpoch 0: |          | 4268/? [28:25<00:00,  2.50it/s]\nEpoch 0: |          | 4269/? [28:25<00:00,  2.50it/s]\nEpoch 0: |          | 4269/? [28:25<00:00,  2.50it/s]\nEpoch 0: |          | 4270/? [28:26<00:00,  2.50it/s]\nEpoch 0: |          | 4270/? [28:26<00:00,  2.50it/s]\nEpoch 0: |          | 4271/? [28:26<00:00,  2.50it/s]\nEpoch 0: |          | 4271/? [28:26<00:00,  2.50it/s]\nEpoch 0: |          | 4272/? [28:26<00:00,  2.50it/s]\nEpoch 0: |          | 4272/? [28:26<00:00,  2.50it/s]\nEpoch 0: |          | 4273/? [28:27<00:00,  2.50it/s]\nEpoch 0: |          | 4273/? [28:27<00:00,  2.50it/s]\nEpoch 0: |          | 4274/? [28:27<00:00,  2.50it/s]\nEpoch 0: |          | 4274/? [28:27<00:00,  2.50it/s]\nEpoch 0: |          | 4275/? [28:28<00:00,  2.50it/s]\nEpoch 0: |          | 4275/? [28:28<00:00,  2.50it/s]\nEpoch 0: |          | 4276/? [28:28<00:00,  2.50it/s]\nEpoch 0: |          | 4276/? [28:28<00:00,  2.50it/s]\nEpoch 0: |          | 4277/? [28:28<00:00,  2.50it/s]\nEpoch 0: |          | 4277/? [28:28<00:00,  2.50it/s]\nEpoch 0: |          | 4278/? [28:29<00:00,  2.50it/s]\nEpoch 0: |          | 4278/? [28:29<00:00,  2.50it/s]\nEpoch 0: |          | 4279/? [28:29<00:00,  2.50it/s]\nEpoch 0: |          | 4279/? [28:29<00:00,  2.50it/s]\nEpoch 0: |          | 4280/? [28:29<00:00,  2.50it/s]\nEpoch 0: |          | 4280/? [28:29<00:00,  2.50it/s]\nEpoch 0: |          | 4281/? [28:30<00:00,  2.50it/s]\nEpoch 0: |          | 4281/? [28:30<00:00,  2.50it/s]\nEpoch 0: |          | 4282/? [28:30<00:00,  2.50it/s]\nEpoch 0: |          | 4282/? [28:30<00:00,  2.50it/s]\nEpoch 0: |          | 4283/? [28:31<00:00,  2.50it/s]\nEpoch 0: |          | 4283/? [28:31<00:00,  2.50it/s]\nEpoch 0: |          | 4284/? [28:31<00:00,  2.50it/s]\nEpoch 0: |          | 4284/? [28:31<00:00,  2.50it/s]\nEpoch 0: |          | 4285/? [28:31<00:00,  2.50it/s]\nEpoch 0: |          | 4285/? [28:31<00:00,  2.50it/s]\nEpoch 0: |          | 4286/? [28:32<00:00,  2.50it/s]\nEpoch 0: |          | 4286/? [28:32<00:00,  2.50it/s]\nEpoch 0: |          | 4287/? [28:32<00:00,  2.50it/s]\nEpoch 0: |          | 4287/? [28:32<00:00,  2.50it/s]\nEpoch 0: |          | 4288/? [28:32<00:00,  2.50it/s]\nEpoch 0: |          | 4288/? [28:32<00:00,  2.50it/s]\nEpoch 0: |          | 4289/? [28:33<00:00,  2.50it/s]\nEpoch 0: |          | 4289/? [28:33<00:00,  2.50it/s]\nEpoch 0: |          | 4290/? [28:33<00:00,  2.50it/s]\nEpoch 0: |          | 4290/? [28:33<00:00,  2.50it/s]\nEpoch 0: |          | 4291/? [28:34<00:00,  2.50it/s]\nEpoch 0: |          | 4291/? [28:34<00:00,  2.50it/s]\nEpoch 0: |          | 4292/? [28:34<00:00,  2.50it/s]\nEpoch 0: |          | 4292/? [28:34<00:00,  2.50it/s]\nEpoch 0: |          | 4293/? [28:34<00:00,  2.50it/s]\nEpoch 0: |          | 4293/? [28:34<00:00,  2.50it/s]\nEpoch 0: |          | 4294/? [28:35<00:00,  2.50it/s]\nEpoch 0: |          | 4294/? [28:35<00:00,  2.50it/s]\nEpoch 0: |          | 4295/? [28:35<00:00,  2.50it/s]\nEpoch 0: |          | 4295/? [28:35<00:00,  2.50it/s]\nEpoch 0: |          | 4296/? [28:35<00:00,  2.50it/s]\nEpoch 0: |          | 4296/? [28:35<00:00,  2.50it/s]\nEpoch 0: |          | 4297/? [28:36<00:00,  2.50it/s]\nEpoch 0: |          | 4297/? [28:36<00:00,  2.50it/s]\nEpoch 0: |          | 4298/? [28:36<00:00,  2.50it/s]\nEpoch 0: |          | 4298/? [28:36<00:00,  2.50it/s]\nEpoch 0: |          | 4299/? [28:37<00:00,  2.50it/s]\nEpoch 0: |          | 4299/? [28:37<00:00,  2.50it/s]\nEpoch 0: |          | 4300/? [28:37<00:00,  2.50it/s]\nEpoch 0: |          | 4300/? [28:37<00:00,  2.50it/s]\nEpoch 0: |          | 4301/? [28:37<00:00,  2.50it/s]\nEpoch 0: |          | 4301/? [28:37<00:00,  2.50it/s]\nEpoch 0: |          | 4302/? [28:38<00:00,  2.50it/s]\nEpoch 0: |          | 4302/? [28:38<00:00,  2.50it/s]\nEpoch 0: |          | 4303/? [28:38<00:00,  2.50it/s]\nEpoch 0: |          | 4303/? [28:38<00:00,  2.50it/s]\nEpoch 0: |          | 4304/? [28:38<00:00,  2.50it/s]\nEpoch 0: |          | 4304/? [28:38<00:00,  2.50it/s]\nEpoch 0: |          | 4305/? [28:39<00:00,  2.50it/s]\nEpoch 0: |          | 4305/? [28:39<00:00,  2.50it/s]\nEpoch 0: |          | 4306/? [28:39<00:00,  2.50it/s]\nEpoch 0: |          | 4306/? [28:39<00:00,  2.50it/s]\nEpoch 0: |          | 4307/? [28:40<00:00,  2.50it/s]\nEpoch 0: |          | 4307/? [28:40<00:00,  2.50it/s]\nEpoch 0: |          | 4308/? [28:40<00:00,  2.50it/s]\nEpoch 0: |          | 4308/? [28:40<00:00,  2.50it/s]\nEpoch 0: |          | 4309/? [28:40<00:00,  2.50it/s]\nEpoch 0: |          | 4309/? [28:40<00:00,  2.50it/s]\nEpoch 0: |          | 4310/? [28:41<00:00,  2.50it/s]\nEpoch 0: |          | 4310/? [28:41<00:00,  2.50it/s]\nEpoch 0: |          | 4311/? [28:41<00:00,  2.50it/s]\nEpoch 0: |          | 4311/? [28:41<00:00,  2.50it/s]\nEpoch 0: |          | 4312/? [28:41<00:00,  2.50it/s]\nEpoch 0: |          | 4312/? [28:41<00:00,  2.50it/s]\nEpoch 0: |          | 4313/? [28:42<00:00,  2.50it/s]\nEpoch 0: |          | 4313/? [28:42<00:00,  2.50it/s]\nEpoch 0: |          | 4314/? [28:42<00:00,  2.50it/s]\nEpoch 0: |          | 4314/? [28:42<00:00,  2.50it/s]\nEpoch 0: |          | 4315/? [28:43<00:00,  2.50it/s]\nEpoch 0: |          | 4315/? [28:43<00:00,  2.50it/s]\nEpoch 0: |          | 4316/? [28:43<00:00,  2.50it/s]\nEpoch 0: |          | 4316/? [28:43<00:00,  2.50it/s]\nEpoch 0: |          | 4317/? [28:43<00:00,  2.50it/s]\nEpoch 0: |          | 4317/? [28:43<00:00,  2.50it/s]\nEpoch 0: |          | 4318/? [28:44<00:00,  2.50it/s]\nEpoch 0: |          | 4318/? [28:44<00:00,  2.50it/s]\nEpoch 0: |          | 4319/? [28:44<00:00,  2.50it/s]\nEpoch 0: |          | 4319/? [28:44<00:00,  2.50it/s]\nEpoch 0: |          | 4320/? [28:44<00:00,  2.50it/s]\nEpoch 0: |          | 4320/? [28:44<00:00,  2.50it/s]\nEpoch 0: |          | 4321/? [28:45<00:00,  2.50it/s]\nEpoch 0: |          | 4321/? [28:45<00:00,  2.50it/s]\nEpoch 0: |          | 4322/? [28:45<00:00,  2.50it/s]\nEpoch 0: |          | 4322/? [28:45<00:00,  2.50it/s]\nEpoch 0: |          | 4323/? [28:46<00:00,  2.50it/s]\nEpoch 0: |          | 4323/? [28:46<00:00,  2.50it/s]\nEpoch 0: |          | 4324/? [28:46<00:00,  2.50it/s]\nEpoch 0: |          | 4324/? [28:46<00:00,  2.50it/s]\nEpoch 0: |          | 4325/? [28:46<00:00,  2.50it/s]\nEpoch 0: |          | 4325/? [28:46<00:00,  2.50it/s]\nEpoch 0: |          | 4326/? [28:47<00:00,  2.50it/s]\nEpoch 0: |          | 4326/? [28:47<00:00,  2.50it/s]\nEpoch 0: |          | 4327/? [28:47<00:00,  2.50it/s]\nEpoch 0: |          | 4327/? [28:47<00:00,  2.50it/s]\nEpoch 0: |          | 4328/? [28:47<00:00,  2.50it/s]\nEpoch 0: |          | 4328/? [28:47<00:00,  2.50it/s]\nEpoch 0: |          | 4329/? [28:48<00:00,  2.50it/s]\nEpoch 0: |          | 4329/? [28:48<00:00,  2.50it/s]\nEpoch 0: |          | 4330/? [28:48<00:00,  2.50it/s]\nEpoch 0: |          | 4330/? [28:48<00:00,  2.50it/s]\nEpoch 0: |          | 4331/? [28:49<00:00,  2.50it/s]\nEpoch 0: |          | 4331/? [28:49<00:00,  2.50it/s]\nEpoch 0: |          | 4332/? [28:49<00:00,  2.50it/s]\nEpoch 0: |          | 4332/? [28:49<00:00,  2.50it/s]\nEpoch 0: |          | 4333/? [28:49<00:00,  2.50it/s]\nEpoch 0: |          | 4333/? [28:49<00:00,  2.50it/s]\nEpoch 0: |          | 4334/? [28:50<00:00,  2.50it/s]\nEpoch 0: |          | 4334/? [28:50<00:00,  2.50it/s]\nEpoch 0: |          | 4335/? [28:50<00:00,  2.50it/s]\nEpoch 0: |          | 4335/? [28:50<00:00,  2.50it/s]\nEpoch 0: |          | 4336/? [28:50<00:00,  2.50it/s]\nEpoch 0: |          | 4336/? [28:50<00:00,  2.50it/s]\nEpoch 0: |          | 4337/? [28:51<00:00,  2.50it/s]\nEpoch 0: |          | 4337/? [28:51<00:00,  2.50it/s]\nEpoch 0: |          | 4338/? [28:51<00:00,  2.51it/s]\nEpoch 0: |          | 4338/? [28:51<00:00,  2.51it/s]\nEpoch 0: |          | 4339/? [28:52<00:00,  2.51it/s]\nEpoch 0: |          | 4339/? [28:52<00:00,  2.51it/s]\nEpoch 0: |          | 4340/? [28:52<00:00,  2.51it/s]\nEpoch 0: |          | 4340/? [28:52<00:00,  2.51it/s]\nEpoch 0: |          | 4341/? [28:52<00:00,  2.51it/s]\nEpoch 0: |          | 4341/? [28:52<00:00,  2.51it/s]\nEpoch 0: |          | 4342/? [28:53<00:00,  2.51it/s]\nEpoch 0: |          | 4342/? [28:53<00:00,  2.51it/s]\nEpoch 0: |          | 4343/? [28:53<00:00,  2.51it/s]\nEpoch 0: |          | 4343/? [28:53<00:00,  2.51it/s]\nEpoch 0: |          | 4344/? [28:53<00:00,  2.51it/s]\nEpoch 0: |          | 4344/? [28:53<00:00,  2.51it/s]\nEpoch 0: |          | 4345/? [28:54<00:00,  2.51it/s]\nEpoch 0: |          | 4345/? [28:54<00:00,  2.51it/s]\nEpoch 0: |          | 4346/? [28:54<00:00,  2.51it/s]\nEpoch 0: |          | 4346/? [28:54<00:00,  2.51it/s]\nEpoch 0: |          | 4347/? [28:55<00:00,  2.51it/s]\nEpoch 0: |          | 4347/? [28:55<00:00,  2.51it/s]\nEpoch 0: |          | 4348/? [28:55<00:00,  2.51it/s]\nEpoch 0: |          | 4348/? [28:55<00:00,  2.51it/s]\nEpoch 0: |          | 4349/? [28:55<00:00,  2.51it/s]\nEpoch 0: |          | 4349/? [28:55<00:00,  2.51it/s]\nEpoch 0: |          | 4350/? [28:56<00:00,  2.51it/s]\nEpoch 0: |          | 4350/? [28:56<00:00,  2.51it/s]\nEpoch 0: |          | 4351/? [28:56<00:00,  2.51it/s]\nEpoch 0: |          | 4351/? [28:56<00:00,  2.51it/s]\nEpoch 0: |          | 4352/? [28:56<00:00,  2.51it/s]\nEpoch 0: |          | 4352/? [28:56<00:00,  2.51it/s]\nEpoch 0: |          | 4353/? [28:57<00:00,  2.51it/s]\nEpoch 0: |          | 4353/? [28:57<00:00,  2.51it/s]\nEpoch 0: |          | 4354/? [28:57<00:00,  2.51it/s]\nEpoch 0: |          | 4354/? [28:57<00:00,  2.51it/s]\nEpoch 0: |          | 4355/? [28:58<00:00,  2.51it/s]\nEpoch 0: |          | 4355/? [28:58<00:00,  2.51it/s]\nEpoch 0: |          | 4356/? [28:58<00:00,  2.51it/s]\nEpoch 0: |          | 4356/? [28:58<00:00,  2.51it/s]\nEpoch 0: |          | 4357/? [28:58<00:00,  2.51it/s]\nEpoch 0: |          | 4357/? [28:58<00:00,  2.51it/s]\nEpoch 0: |          | 4358/? [28:59<00:00,  2.51it/s]\nEpoch 0: |          | 4358/? [28:59<00:00,  2.51it/s]\nEpoch 0: |          | 4359/? [28:59<00:00,  2.51it/s]\nEpoch 0: |          | 4359/? [28:59<00:00,  2.51it/s]\nEpoch 0: |          | 4360/? [28:59<00:00,  2.51it/s]\nEpoch 0: |          | 4360/? [28:59<00:00,  2.51it/s]\nEpoch 0: |          | 4361/? [29:00<00:00,  2.51it/s]\nEpoch 0: |          | 4361/? [29:00<00:00,  2.51it/s]\nEpoch 0: |          | 4362/? [29:00<00:00,  2.51it/s]\nEpoch 0: |          | 4362/? [29:00<00:00,  2.51it/s]\nEpoch 0: |          | 4363/? [29:01<00:00,  2.51it/s]\nEpoch 0: |          | 4363/? [29:01<00:00,  2.51it/s]\nEpoch 0: |          | 4364/? [29:01<00:00,  2.51it/s]\nEpoch 0: |          | 4364/? [29:01<00:00,  2.51it/s]\nEpoch 0: |          | 4365/? [29:01<00:00,  2.51it/s]\nEpoch 0: |          | 4365/? [29:01<00:00,  2.51it/s]\nEpoch 0: |          | 4366/? [29:02<00:00,  2.51it/s]\nEpoch 0: |          | 4366/? [29:02<00:00,  2.51it/s]\nEpoch 0: |          | 4367/? [29:02<00:00,  2.51it/s]\nEpoch 0: |          | 4367/? [29:02<00:00,  2.51it/s]\nEpoch 0: |          | 4368/? [29:02<00:00,  2.51it/s]\nEpoch 0: |          | 4368/? [29:02<00:00,  2.51it/s]\nEpoch 0: |          | 4369/? [29:03<00:00,  2.51it/s]\nEpoch 0: |          | 4369/? [29:03<00:00,  2.51it/s]\nEpoch 0: |          | 4370/? [29:03<00:00,  2.51it/s]\nEpoch 0: |          | 4370/? [29:03<00:00,  2.51it/s]\nEpoch 0: |          | 4371/? [29:04<00:00,  2.51it/s]\nEpoch 0: |          | 4371/? [29:04<00:00,  2.51it/s]\nEpoch 0: |          | 4372/? [29:04<00:00,  2.51it/s]\nEpoch 0: |          | 4372/? [29:04<00:00,  2.51it/s]\nEpoch 0: |          | 4373/? [29:04<00:00,  2.51it/s]\nEpoch 0: |          | 4373/? [29:04<00:00,  2.51it/s]\nEpoch 0: |          | 4374/? [29:05<00:00,  2.51it/s]\nEpoch 0: |          | 4374/? [29:05<00:00,  2.51it/s]\nEpoch 0: |          | 4375/? [29:05<00:00,  2.51it/s]\nEpoch 0: |          | 4375/? [29:05<00:00,  2.51it/s]\nEpoch 0: |          | 4376/? [29:05<00:00,  2.51it/s]\nEpoch 0: |          | 4376/? [29:05<00:00,  2.51it/s]\nEpoch 0: |          | 4377/? [29:06<00:00,  2.51it/s]\nEpoch 0: |          | 4377/? [29:06<00:00,  2.51it/s]\nEpoch 0: |          | 4378/? [29:06<00:00,  2.51it/s]\nEpoch 0: |          | 4378/? [29:06<00:00,  2.51it/s]\nEpoch 0: |          | 4379/? [29:07<00:00,  2.51it/s]\nEpoch 0: |          | 4379/? [29:07<00:00,  2.51it/s]\nEpoch 0: |          | 4380/? [29:07<00:00,  2.51it/s]\nEpoch 0: |          | 4380/? [29:07<00:00,  2.51it/s]\nEpoch 0: |          | 4381/? [29:07<00:00,  2.51it/s]\nEpoch 0: |          | 4381/? [29:07<00:00,  2.51it/s]\nEpoch 0: |          | 4382/? [29:08<00:00,  2.51it/s]\nEpoch 0: |          | 4382/? [29:08<00:00,  2.51it/s]\nEpoch 0: |          | 4383/? [29:08<00:00,  2.51it/s]\nEpoch 0: |          | 4383/? [29:08<00:00,  2.51it/s]\nEpoch 0: |          | 4384/? [29:08<00:00,  2.51it/s]\nEpoch 0: |          | 4384/? [29:08<00:00,  2.51it/s]\nEpoch 0: |          | 4385/? [29:09<00:00,  2.51it/s]\nEpoch 0: |          | 4385/? [29:09<00:00,  2.51it/s]\nEpoch 0: |          | 4386/? [29:09<00:00,  2.51it/s]\nEpoch 0: |          | 4386/? [29:09<00:00,  2.51it/s]\nEpoch 0: |          | 4387/? [29:10<00:00,  2.51it/s]\nEpoch 0: |          | 4387/? [29:10<00:00,  2.51it/s]\nEpoch 0: |          | 4388/? [29:10<00:00,  2.51it/s]\nEpoch 0: |          | 4388/? [29:10<00:00,  2.51it/s]\nEpoch 0: |          | 4389/? [29:10<00:00,  2.51it/s]\nEpoch 0: |          | 4389/? [29:10<00:00,  2.51it/s]\nEpoch 0: |          | 4390/? [29:11<00:00,  2.51it/s]\nEpoch 0: |          | 4390/? [29:11<00:00,  2.51it/s]\nEpoch 0: |          | 4391/? [29:11<00:00,  2.51it/s]\nEpoch 0: |          | 4391/? [29:11<00:00,  2.51it/s]\nEpoch 0: |          | 4392/? [29:11<00:00,  2.51it/s]\nEpoch 0: |          | 4392/? [29:11<00:00,  2.51it/s]\nEpoch 0: |          | 4393/? [29:12<00:00,  2.51it/s]\nEpoch 0: |          | 4393/? [29:12<00:00,  2.51it/s]\nEpoch 0: |          | 4394/? [29:12<00:00,  2.51it/s]\nEpoch 0: |          | 4394/? [29:12<00:00,  2.51it/s]\nEpoch 0: |          | 4395/? [29:13<00:00,  2.51it/s]\nEpoch 0: |          | 4395/? [29:13<00:00,  2.51it/s]\nEpoch 0: |          | 4396/? [29:13<00:00,  2.51it/s]\nEpoch 0: |          | 4396/? [29:13<00:00,  2.51it/s]\nEpoch 0: |          | 4397/? [29:13<00:00,  2.51it/s]\nEpoch 0: |          | 4397/? [29:13<00:00,  2.51it/s]\nEpoch 0: |          | 4398/? [29:14<00:00,  2.51it/s]\nEpoch 0: |          | 4398/? [29:14<00:00,  2.51it/s]\nEpoch 0: |          | 4399/? [29:14<00:00,  2.51it/s]\nEpoch 0: |          | 4399/? [29:14<00:00,  2.51it/s]\nEpoch 0: |          | 4400/? [29:14<00:00,  2.51it/s]\nEpoch 0: |          | 4400/? [29:14<00:00,  2.51it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.88it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.44it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.38it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.36it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 4400/? [29:15<00:00,  2.51it/s]\nEpoch 0: |          | 4401/? [29:15<00:00,  2.51it/s]\nEpoch 0: |          | 4401/? [29:15<00:00,  2.51it/s]\nEpoch 0: |          | 4402/? [29:16<00:00,  2.51it/s]\nEpoch 0: |          | 4402/? [29:16<00:00,  2.51it/s]\nEpoch 0: |          | 4403/? [29:16<00:00,  2.51it/s]\nEpoch 0: |          | 4403/? [29:16<00:00,  2.51it/s]\nEpoch 0: |          | 4404/? [29:16<00:00,  2.51it/s]\nEpoch 0: |          | 4404/? [29:16<00:00,  2.51it/s]\nEpoch 0: |          | 4405/? [29:17<00:00,  2.51it/s]\nEpoch 0: |          | 4405/? [29:17<00:00,  2.51it/s]\nEpoch 0: |          | 4406/? [29:17<00:00,  2.51it/s]\nEpoch 0: |          | 4406/? [29:17<00:00,  2.51it/s]\nEpoch 0: |          | 4407/? [29:18<00:00,  2.51it/s]\nEpoch 0: |          | 4407/? [29:18<00:00,  2.51it/s]\nEpoch 0: |          | 4408/? [29:18<00:00,  2.51it/s]\nEpoch 0: |          | 4408/? [29:18<00:00,  2.51it/s]\nEpoch 0: |          | 4409/? [29:18<00:00,  2.51it/s]\nEpoch 0: |          | 4409/? [29:18<00:00,  2.51it/s]\nEpoch 0: |          | 4410/? [29:19<00:00,  2.51it/s]\nEpoch 0: |          | 4410/? [29:19<00:00,  2.51it/s]\nEpoch 0: |          | 4411/? [29:19<00:00,  2.51it/s]\nEpoch 0: |          | 4411/? [29:19<00:00,  2.51it/s]\nEpoch 0: |          | 4412/? [29:19<00:00,  2.51it/s]\nEpoch 0: |          | 4412/? [29:19<00:00,  2.51it/s]\nEpoch 0: |          | 4413/? [29:20<00:00,  2.51it/s]\nEpoch 0: |          | 4413/? [29:20<00:00,  2.51it/s]\nEpoch 0: |          | 4414/? [29:20<00:00,  2.51it/s]\nEpoch 0: |          | 4414/? [29:20<00:00,  2.51it/s]\nEpoch 0: |          | 4415/? [29:21<00:00,  2.51it/s]\nEpoch 0: |          | 4415/? [29:21<00:00,  2.51it/s]\nEpoch 0: |          | 4416/? [29:21<00:00,  2.51it/s]\nEpoch 0: |          | 4416/? [29:21<00:00,  2.51it/s]\nEpoch 0: |          | 4417/? [29:21<00:00,  2.51it/s]\nEpoch 0: |          | 4417/? [29:21<00:00,  2.51it/s]\nEpoch 0: |          | 4418/? [29:22<00:00,  2.51it/s]\nEpoch 0: |          | 4418/? [29:22<00:00,  2.51it/s]\nEpoch 0: |          | 4419/? [29:22<00:00,  2.51it/s]\nEpoch 0: |          | 4419/? [29:22<00:00,  2.51it/s]\nEpoch 0: |          | 4420/? [29:22<00:00,  2.51it/s]\nEpoch 0: |          | 4420/? [29:22<00:00,  2.51it/s]\nEpoch 0: |          | 4421/? [29:23<00:00,  2.51it/s]\nEpoch 0: |          | 4421/? [29:23<00:00,  2.51it/s]\nEpoch 0: |          | 4422/? [29:23<00:00,  2.51it/s]\nEpoch 0: |          | 4422/? [29:23<00:00,  2.51it/s]\nEpoch 0: |          | 4423/? [29:24<00:00,  2.51it/s]\nEpoch 0: |          | 4423/? [29:24<00:00,  2.51it/s]\nEpoch 0: |          | 4424/? [29:24<00:00,  2.51it/s]\nEpoch 0: |          | 4424/? [29:24<00:00,  2.51it/s]\nEpoch 0: |          | 4425/? [29:24<00:00,  2.51it/s]\nEpoch 0: |          | 4425/? [29:24<00:00,  2.51it/s]\nEpoch 0: |          | 4426/? [29:25<00:00,  2.51it/s]\nEpoch 0: |          | 4426/? [29:25<00:00,  2.51it/s]\nEpoch 0: |          | 4427/? [29:25<00:00,  2.51it/s]\nEpoch 0: |          | 4427/? [29:25<00:00,  2.51it/s]\nEpoch 0: |          | 4428/? [29:25<00:00,  2.51it/s]\nEpoch 0: |          | 4428/? [29:25<00:00,  2.51it/s]\nEpoch 0: |          | 4429/? [29:26<00:00,  2.51it/s]\nEpoch 0: |          | 4429/? [29:26<00:00,  2.51it/s]\nEpoch 0: |          | 4430/? [29:26<00:00,  2.51it/s]\nEpoch 0: |          | 4430/? [29:26<00:00,  2.51it/s]\nEpoch 0: |          | 4431/? [29:26<00:00,  2.51it/s]\nEpoch 0: |          | 4431/? [29:26<00:00,  2.51it/s]\nEpoch 0: |          | 4432/? [29:27<00:00,  2.51it/s]\nEpoch 0: |          | 4432/? [29:27<00:00,  2.51it/s]\nEpoch 0: |          | 4433/? [29:27<00:00,  2.51it/s]\nEpoch 0: |          | 4433/? [29:27<00:00,  2.51it/s]\nEpoch 0: |          | 4434/? [29:28<00:00,  2.51it/s]\nEpoch 0: |          | 4434/? [29:28<00:00,  2.51it/s]\nEpoch 0: |          | 4435/? [29:28<00:00,  2.51it/s]\nEpoch 0: |          | 4435/? [29:28<00:00,  2.51it/s]\nEpoch 0: |          | 4436/? [29:28<00:00,  2.51it/s]\nEpoch 0: |          | 4436/? [29:28<00:00,  2.51it/s]\nEpoch 0: |          | 4437/? [29:29<00:00,  2.51it/s]\nEpoch 0: |          | 4437/? [29:29<00:00,  2.51it/s]\nEpoch 0: |          | 4438/? [29:29<00:00,  2.51it/s]\nEpoch 0: |          | 4438/? [29:29<00:00,  2.51it/s]\nEpoch 0: |          | 4439/? [29:29<00:00,  2.51it/s]\nEpoch 0: |          | 4439/? [29:29<00:00,  2.51it/s]\nEpoch 0: |          | 4440/? [29:30<00:00,  2.51it/s]\nEpoch 0: |          | 4440/? [29:30<00:00,  2.51it/s]\nEpoch 0: |          | 4441/? [29:30<00:00,  2.51it/s]\nEpoch 0: |          | 4441/? [29:30<00:00,  2.51it/s]\nEpoch 0: |          | 4442/? [29:31<00:00,  2.51it/s]\nEpoch 0: |          | 4442/? [29:31<00:00,  2.51it/s]\nEpoch 0: |          | 4443/? [29:31<00:00,  2.51it/s]\nEpoch 0: |          | 4443/? [29:31<00:00,  2.51it/s]\nEpoch 0: |          | 4444/? [29:31<00:00,  2.51it/s]\nEpoch 0: |          | 4444/? [29:31<00:00,  2.51it/s]\nEpoch 0: |          | 4445/? [29:32<00:00,  2.51it/s]\nEpoch 0: |          | 4445/? [29:32<00:00,  2.51it/s]\nEpoch 0: |          | 4446/? [29:32<00:00,  2.51it/s]\nEpoch 0: |          | 4446/? [29:32<00:00,  2.51it/s]\nEpoch 0: |          | 4447/? [29:32<00:00,  2.51it/s]\nEpoch 0: |          | 4447/? [29:32<00:00,  2.51it/s]\nEpoch 0: |          | 4448/? [29:33<00:00,  2.51it/s]\nEpoch 0: |          | 4448/? [29:33<00:00,  2.51it/s]\nEpoch 0: |          | 4449/? [29:33<00:00,  2.51it/s]\nEpoch 0: |          | 4449/? [29:33<00:00,  2.51it/s]\nEpoch 0: |          | 4450/? [29:34<00:00,  2.51it/s]\nEpoch 0: |          | 4450/? [29:34<00:00,  2.51it/s]\nEpoch 0: |          | 4451/? [29:34<00:00,  2.51it/s]\nEpoch 0: |          | 4451/? [29:34<00:00,  2.51it/s]\nEpoch 0: |          | 4452/? [29:34<00:00,  2.51it/s]\nEpoch 0: |          | 4452/? [29:34<00:00,  2.51it/s]\nEpoch 0: |          | 4453/? [29:35<00:00,  2.51it/s]\nEpoch 0: |          | 4453/? [29:35<00:00,  2.51it/s]\nEpoch 0: |          | 4454/? [29:35<00:00,  2.51it/s]\nEpoch 0: |          | 4454/? [29:35<00:00,  2.51it/s]\nEpoch 0: |          | 4455/? [29:35<00:00,  2.51it/s]\nEpoch 0: |          | 4455/? [29:35<00:00,  2.51it/s]\nEpoch 0: |          | 4456/? [29:36<00:00,  2.51it/s]\nEpoch 0: |          | 4456/? [29:36<00:00,  2.51it/s]\nEpoch 0: |          | 4457/? [29:36<00:00,  2.51it/s]\nEpoch 0: |          | 4457/? [29:36<00:00,  2.51it/s]\nEpoch 0: |          | 4458/? [29:37<00:00,  2.51it/s]\nEpoch 0: |          | 4458/? [29:37<00:00,  2.51it/s]\nEpoch 0: |          | 4459/? [29:37<00:00,  2.51it/s]\nEpoch 0: |          | 4459/? [29:37<00:00,  2.51it/s]\nEpoch 0: |          | 4460/? [29:37<00:00,  2.51it/s]\nEpoch 0: |          | 4460/? [29:37<00:00,  2.51it/s]\nEpoch 0: |          | 4461/? [29:38<00:00,  2.51it/s]\nEpoch 0: |          | 4461/? [29:38<00:00,  2.51it/s]\nEpoch 0: |          | 4462/? [29:38<00:00,  2.51it/s]\nEpoch 0: |          | 4462/? [29:38<00:00,  2.51it/s]\nEpoch 0: |          | 4463/? [29:38<00:00,  2.51it/s]\nEpoch 0: |          | 4463/? [29:38<00:00,  2.51it/s]\nEpoch 0: |          | 4464/? [29:39<00:00,  2.51it/s]\nEpoch 0: |          | 4464/? [29:39<00:00,  2.51it/s]\nEpoch 0: |          | 4465/? [29:39<00:00,  2.51it/s]\nEpoch 0: |          | 4465/? [29:39<00:00,  2.51it/s]\nEpoch 0: |          | 4466/? [29:40<00:00,  2.51it/s]\nEpoch 0: |          | 4466/? [29:40<00:00,  2.51it/s]\nEpoch 0: |          | 4467/? [29:40<00:00,  2.51it/s]\nEpoch 0: |          | 4467/? [29:40<00:00,  2.51it/s]\nEpoch 0: |          | 4468/? [29:40<00:00,  2.51it/s]\nEpoch 0: |          | 4468/? [29:40<00:00,  2.51it/s]\nEpoch 0: |          | 4469/? [29:41<00:00,  2.51it/s]\nEpoch 0: |          | 4469/? [29:41<00:00,  2.51it/s]\nEpoch 0: |          | 4470/? [29:41<00:00,  2.51it/s]\nEpoch 0: |          | 4470/? [29:41<00:00,  2.51it/s]\nEpoch 0: |          | 4471/? [29:41<00:00,  2.51it/s]\nEpoch 0: |          | 4471/? [29:41<00:00,  2.51it/s]\nEpoch 0: |          | 4472/? [29:42<00:00,  2.51it/s]\nEpoch 0: |          | 4472/? [29:42<00:00,  2.51it/s]\nEpoch 0: |          | 4473/? [29:42<00:00,  2.51it/s]\nEpoch 0: |          | 4473/? [29:42<00:00,  2.51it/s]\nEpoch 0: |          | 4474/? [29:43<00:00,  2.51it/s]\nEpoch 0: |          | 4474/? [29:43<00:00,  2.51it/s]\nEpoch 0: |          | 4475/? [29:43<00:00,  2.51it/s]\nEpoch 0: |          | 4475/? [29:43<00:00,  2.51it/s]\nEpoch 0: |          | 4476/? [29:43<00:00,  2.51it/s]\nEpoch 0: |          | 4476/? [29:43<00:00,  2.51it/s]\nEpoch 0: |          | 4477/? [29:44<00:00,  2.51it/s]\nEpoch 0: |          | 4477/? [29:44<00:00,  2.51it/s]\nEpoch 0: |          | 4478/? [29:44<00:00,  2.51it/s]\nEpoch 0: |          | 4478/? [29:44<00:00,  2.51it/s]\nEpoch 0: |          | 4479/? [29:44<00:00,  2.51it/s]\nEpoch 0: |          | 4479/? [29:44<00:00,  2.51it/s]\nEpoch 0: |          | 4480/? [29:45<00:00,  2.51it/s]\nEpoch 0: |          | 4480/? [29:45<00:00,  2.51it/s]\nEpoch 0: |          | 4481/? [29:45<00:00,  2.51it/s]\nEpoch 0: |          | 4481/? [29:45<00:00,  2.51it/s]\nEpoch 0: |          | 4482/? [29:46<00:00,  2.51it/s]\nEpoch 0: |          | 4482/? [29:46<00:00,  2.51it/s]\nEpoch 0: |          | 4483/? [29:46<00:00,  2.51it/s]\nEpoch 0: |          | 4483/? [29:46<00:00,  2.51it/s]\nEpoch 0: |          | 4484/? [29:46<00:00,  2.51it/s]\nEpoch 0: |          | 4484/? [29:46<00:00,  2.51it/s]\nEpoch 0: |          | 4485/? [29:47<00:00,  2.51it/s]\nEpoch 0: |          | 4485/? [29:47<00:00,  2.51it/s]\nEpoch 0: |          | 4486/? [29:47<00:00,  2.51it/s]\nEpoch 0: |          | 4486/? [29:47<00:00,  2.51it/s]\nEpoch 0: |          | 4487/? [29:47<00:00,  2.51it/s]\nEpoch 0: |          | 4487/? [29:47<00:00,  2.51it/s]\nEpoch 0: |          | 4488/? [29:48<00:00,  2.51it/s]\nEpoch 0: |          | 4488/? [29:48<00:00,  2.51it/s]\nEpoch 0: |          | 4489/? [29:48<00:00,  2.51it/s]\nEpoch 0: |          | 4489/? [29:48<00:00,  2.51it/s]\nEpoch 0: |          | 4490/? [29:49<00:00,  2.51it/s]\nEpoch 0: |          | 4490/? [29:49<00:00,  2.51it/s]\nEpoch 0: |          | 4491/? [29:49<00:00,  2.51it/s]\nEpoch 0: |          | 4491/? [29:49<00:00,  2.51it/s]\nEpoch 0: |          | 4492/? [29:49<00:00,  2.51it/s]\nEpoch 0: |          | 4492/? [29:49<00:00,  2.51it/s]\nEpoch 0: |          | 4493/? [29:50<00:00,  2.51it/s]\nEpoch 0: |          | 4493/? [29:50<00:00,  2.51it/s]\nEpoch 0: |          | 4494/? [29:50<00:00,  2.51it/s]\nEpoch 0: |          | 4494/? [29:50<00:00,  2.51it/s]\nEpoch 0: |          | 4495/? [29:50<00:00,  2.51it/s]\nEpoch 0: |          | 4495/? [29:50<00:00,  2.51it/s]\nEpoch 0: |          | 4496/? [29:51<00:00,  2.51it/s]\nEpoch 0: |          | 4496/? [29:51<00:00,  2.51it/s]\nEpoch 0: |          | 4497/? [29:51<00:00,  2.51it/s]\nEpoch 0: |          | 4497/? [29:51<00:00,  2.51it/s]\nEpoch 0: |          | 4498/? [29:52<00:00,  2.51it/s]\nEpoch 0: |          | 4498/? [29:52<00:00,  2.51it/s]\nEpoch 0: |          | 4499/? [29:52<00:00,  2.51it/s]\nEpoch 0: |          | 4499/? [29:52<00:00,  2.51it/s]\nEpoch 0: |          | 4500/? [29:52<00:00,  2.51it/s]\nEpoch 0: |          | 4500/? [29:52<00:00,  2.51it/s]\nEpoch 0: |          | 4501/? [29:53<00:00,  2.51it/s]\nEpoch 0: |          | 4501/? [29:53<00:00,  2.51it/s]\nEpoch 0: |          | 4502/? [29:53<00:00,  2.51it/s]\nEpoch 0: |          | 4502/? [29:53<00:00,  2.51it/s]\nEpoch 0: |          | 4503/? [29:53<00:00,  2.51it/s]\nEpoch 0: |          | 4503/? [29:53<00:00,  2.51it/s]\nEpoch 0: |          | 4504/? [29:54<00:00,  2.51it/s]\nEpoch 0: |          | 4504/? [29:54<00:00,  2.51it/s]\nEpoch 0: |          | 4505/? [29:54<00:00,  2.51it/s]\nEpoch 0: |          | 4505/? [29:54<00:00,  2.51it/s]\nEpoch 0: |          | 4506/? [29:55<00:00,  2.51it/s]\nEpoch 0: |          | 4506/? [29:55<00:00,  2.51it/s]\nEpoch 0: |          | 4507/? [29:55<00:00,  2.51it/s]\nEpoch 0: |          | 4507/? [29:55<00:00,  2.51it/s]\nEpoch 0: |          | 4508/? [29:55<00:00,  2.51it/s]\nEpoch 0: |          | 4508/? [29:55<00:00,  2.51it/s]\nEpoch 0: |          | 4509/? [29:56<00:00,  2.51it/s]\nEpoch 0: |          | 4509/? [29:56<00:00,  2.51it/s]\nEpoch 0: |          | 4510/? [29:56<00:00,  2.51it/s]\nEpoch 0: |          | 4510/? [29:56<00:00,  2.51it/s]\nEpoch 0: |          | 4511/? [29:56<00:00,  2.51it/s]\nEpoch 0: |          | 4511/? [29:56<00:00,  2.51it/s]\nEpoch 0: |          | 4512/? [29:57<00:00,  2.51it/s]\nEpoch 0: |          | 4512/? [29:57<00:00,  2.51it/s]\nEpoch 0: |          | 4513/? [29:57<00:00,  2.51it/s]\nEpoch 0: |          | 4513/? [29:57<00:00,  2.51it/s]\nEpoch 0: |          | 4514/? [29:58<00:00,  2.51it/s]\nEpoch 0: |          | 4514/? [29:58<00:00,  2.51it/s]\nEpoch 0: |          | 4515/? [29:58<00:00,  2.51it/s]\nEpoch 0: |          | 4515/? [29:58<00:00,  2.51it/s]\nEpoch 0: |          | 4516/? [29:58<00:00,  2.51it/s]\nEpoch 0: |          | 4516/? [29:58<00:00,  2.51it/s]\nEpoch 0: |          | 4517/? [29:59<00:00,  2.51it/s]\nEpoch 0: |          | 4517/? [29:59<00:00,  2.51it/s]\nEpoch 0: |          | 4518/? [29:59<00:00,  2.51it/s]\nEpoch 0: |          | 4518/? [29:59<00:00,  2.51it/s]\nEpoch 0: |          | 4519/? [29:59<00:00,  2.51it/s]\nEpoch 0: |          | 4519/? [29:59<00:00,  2.51it/s]\nEpoch 0: |          | 4520/? [30:00<00:00,  2.51it/s]\nEpoch 0: |          | 4520/? [30:00<00:00,  2.51it/s]\nEpoch 0: |          | 4521/? [30:00<00:00,  2.51it/s]\nEpoch 0: |          | 4521/? [30:00<00:00,  2.51it/s]\nEpoch 0: |          | 4522/? [30:01<00:00,  2.51it/s]\nEpoch 0: |          | 4522/? [30:01<00:00,  2.51it/s]\nEpoch 0: |          | 4523/? [30:01<00:00,  2.51it/s]\nEpoch 0: |          | 4523/? [30:01<00:00,  2.51it/s]\nEpoch 0: |          | 4524/? [30:01<00:00,  2.51it/s]\nEpoch 0: |          | 4524/? [30:01<00:00,  2.51it/s]\nEpoch 0: |          | 4525/? [30:02<00:00,  2.51it/s]\nEpoch 0: |          | 4525/? [30:02<00:00,  2.51it/s]\nEpoch 0: |          | 4526/? [30:02<00:00,  2.51it/s]\nEpoch 0: |          | 4526/? [30:02<00:00,  2.51it/s]\nEpoch 0: |          | 4527/? [30:02<00:00,  2.51it/s]\nEpoch 0: |          | 4527/? [30:02<00:00,  2.51it/s]\nEpoch 0: |          | 4528/? [30:03<00:00,  2.51it/s]\nEpoch 0: |          | 4528/? [30:03<00:00,  2.51it/s]\nEpoch 0: |          | 4529/? [30:03<00:00,  2.51it/s]\nEpoch 0: |          | 4529/? [30:03<00:00,  2.51it/s]\nEpoch 0: |          | 4530/? [30:04<00:00,  2.51it/s]\nEpoch 0: |          | 4530/? [30:04<00:00,  2.51it/s]\nEpoch 0: |          | 4531/? [30:04<00:00,  2.51it/s]\nEpoch 0: |          | 4531/? [30:04<00:00,  2.51it/s]\nEpoch 0: |          | 4532/? [30:04<00:00,  2.51it/s]\nEpoch 0: |          | 4532/? [30:04<00:00,  2.51it/s]\nEpoch 0: |          | 4533/? [30:05<00:00,  2.51it/s]\nEpoch 0: |          | 4533/? [30:05<00:00,  2.51it/s]\nEpoch 0: |          | 4534/? [30:05<00:00,  2.51it/s]\nEpoch 0: |          | 4534/? [30:05<00:00,  2.51it/s]\nEpoch 0: |          | 4535/? [30:05<00:00,  2.51it/s]\nEpoch 0: |          | 4535/? [30:05<00:00,  2.51it/s]\nEpoch 0: |          | 4536/? [30:06<00:00,  2.51it/s]\nEpoch 0: |          | 4536/? [30:06<00:00,  2.51it/s]\nEpoch 0: |          | 4537/? [30:06<00:00,  2.51it/s]\nEpoch 0: |          | 4537/? [30:06<00:00,  2.51it/s]\nEpoch 0: |          | 4538/? [30:06<00:00,  2.51it/s]\nEpoch 0: |          | 4538/? [30:06<00:00,  2.51it/s]\nEpoch 0: |          | 4539/? [30:07<00:00,  2.51it/s]\nEpoch 0: |          | 4539/? [30:07<00:00,  2.51it/s]\nEpoch 0: |          | 4540/? [30:07<00:00,  2.51it/s]\nEpoch 0: |          | 4540/? [30:07<00:00,  2.51it/s]\nEpoch 0: |          | 4541/? [30:08<00:00,  2.51it/s]\nEpoch 0: |          | 4541/? [30:08<00:00,  2.51it/s]\nEpoch 0: |          | 4542/? [30:08<00:00,  2.51it/s]\nEpoch 0: |          | 4542/? [30:08<00:00,  2.51it/s]\nEpoch 0: |          | 4543/? [30:08<00:00,  2.51it/s]\nEpoch 0: |          | 4543/? [30:08<00:00,  2.51it/s]\nEpoch 0: |          | 4544/? [30:09<00:00,  2.51it/s]\nEpoch 0: |          | 4544/? [30:09<00:00,  2.51it/s]\nEpoch 0: |          | 4545/? [30:09<00:00,  2.51it/s]\nEpoch 0: |          | 4545/? [30:09<00:00,  2.51it/s]\nEpoch 0: |          | 4546/? [30:09<00:00,  2.51it/s]\nEpoch 0: |          | 4546/? [30:09<00:00,  2.51it/s]\nEpoch 0: |          | 4547/? [30:10<00:00,  2.51it/s]\nEpoch 0: |          | 4547/? [30:10<00:00,  2.51it/s]\nEpoch 0: |          | 4548/? [30:10<00:00,  2.51it/s]\nEpoch 0: |          | 4548/? [30:10<00:00,  2.51it/s]\nEpoch 0: |          | 4549/? [30:11<00:00,  2.51it/s]\nEpoch 0: |          | 4549/? [30:11<00:00,  2.51it/s]\nEpoch 0: |          | 4550/? [30:11<00:00,  2.51it/s]\nEpoch 0: |          | 4550/? [30:11<00:00,  2.51it/s]\nEpoch 0: |          | 4551/? [30:11<00:00,  2.51it/s]\nEpoch 0: |          | 4551/? [30:11<00:00,  2.51it/s]\nEpoch 0: |          | 4552/? [30:12<00:00,  2.51it/s]\nEpoch 0: |          | 4552/? [30:12<00:00,  2.51it/s]\nEpoch 0: |          | 4553/? [30:12<00:00,  2.51it/s]\nEpoch 0: |          | 4553/? [30:12<00:00,  2.51it/s]\nEpoch 0: |          | 4554/? [30:12<00:00,  2.51it/s]\nEpoch 0: |          | 4554/? [30:12<00:00,  2.51it/s]\nEpoch 0: |          | 4555/? [30:13<00:00,  2.51it/s]\nEpoch 0: |          | 4555/? [30:13<00:00,  2.51it/s]\nEpoch 0: |          | 4556/? [30:13<00:00,  2.51it/s]\nEpoch 0: |          | 4556/? [30:13<00:00,  2.51it/s]\nEpoch 0: |          | 4557/? [30:14<00:00,  2.51it/s]\nEpoch 0: |          | 4557/? [30:14<00:00,  2.51it/s]\nEpoch 0: |          | 4558/? [30:14<00:00,  2.51it/s]\nEpoch 0: |          | 4558/? [30:14<00:00,  2.51it/s]\nEpoch 0: |          | 4559/? [30:14<00:00,  2.51it/s]\nEpoch 0: |          | 4559/? [30:14<00:00,  2.51it/s]\nEpoch 0: |          | 4560/? [30:15<00:00,  2.51it/s]\nEpoch 0: |          | 4560/? [30:15<00:00,  2.51it/s]\nEpoch 0: |          | 4561/? [30:15<00:00,  2.51it/s]\nEpoch 0: |          | 4561/? [30:15<00:00,  2.51it/s]\nEpoch 0: |          | 4562/? [30:15<00:00,  2.51it/s]\nEpoch 0: |          | 4562/? [30:15<00:00,  2.51it/s]\nEpoch 0: |          | 4563/? [30:16<00:00,  2.51it/s]\nEpoch 0: |          | 4563/? [30:16<00:00,  2.51it/s]\nEpoch 0: |          | 4564/? [30:16<00:00,  2.51it/s]\nEpoch 0: |          | 4564/? [30:16<00:00,  2.51it/s]\nEpoch 0: |          | 4565/? [30:17<00:00,  2.51it/s]\nEpoch 0: |          | 4565/? [30:17<00:00,  2.51it/s]\nEpoch 0: |          | 4566/? [30:17<00:00,  2.51it/s]\nEpoch 0: |          | 4566/? [30:17<00:00,  2.51it/s]\nEpoch 0: |          | 4567/? [30:17<00:00,  2.51it/s]\nEpoch 0: |          | 4567/? [30:17<00:00,  2.51it/s]\nEpoch 0: |          | 4568/? [30:18<00:00,  2.51it/s]\nEpoch 0: |          | 4568/? [30:18<00:00,  2.51it/s]\nEpoch 0: |          | 4569/? [30:18<00:00,  2.51it/s]\nEpoch 0: |          | 4569/? [30:18<00:00,  2.51it/s]\nEpoch 0: |          | 4570/? [30:18<00:00,  2.51it/s]\nEpoch 0: |          | 4570/? [30:18<00:00,  2.51it/s]\nEpoch 0: |          | 4571/? [30:19<00:00,  2.51it/s]\nEpoch 0: |          | 4571/? [30:19<00:00,  2.51it/s]\nEpoch 0: |          | 4572/? [30:19<00:00,  2.51it/s]\nEpoch 0: |          | 4572/? [30:19<00:00,  2.51it/s]\nEpoch 0: |          | 4573/? [30:20<00:00,  2.51it/s]\nEpoch 0: |          | 4573/? [30:20<00:00,  2.51it/s]\nEpoch 0: |          | 4574/? [30:20<00:00,  2.51it/s]\nEpoch 0: |          | 4574/? [30:20<00:00,  2.51it/s]\nEpoch 0: |          | 4575/? [30:20<00:00,  2.51it/s]\nEpoch 0: |          | 4575/? [30:20<00:00,  2.51it/s]\nEpoch 0: |          | 4576/? [30:21<00:00,  2.51it/s]\nEpoch 0: |          | 4576/? [30:21<00:00,  2.51it/s]\nEpoch 0: |          | 4577/? [30:21<00:00,  2.51it/s]\nEpoch 0: |          | 4577/? [30:21<00:00,  2.51it/s]\nEpoch 0: |          | 4578/? [30:21<00:00,  2.51it/s]\nEpoch 0: |          | 4578/? [30:21<00:00,  2.51it/s]\nEpoch 0: |          | 4579/? [30:22<00:00,  2.51it/s]\nEpoch 0: |          | 4579/? [30:22<00:00,  2.51it/s]\nEpoch 0: |          | 4580/? [30:22<00:00,  2.51it/s]\nEpoch 0: |          | 4580/? [30:22<00:00,  2.51it/s]\nEpoch 0: |          | 4581/? [30:23<00:00,  2.51it/s]\nEpoch 0: |          | 4581/? [30:23<00:00,  2.51it/s]\nEpoch 0: |          | 4582/? [30:23<00:00,  2.51it/s]\nEpoch 0: |          | 4582/? [30:23<00:00,  2.51it/s]\nEpoch 0: |          | 4583/? [30:23<00:00,  2.51it/s]\nEpoch 0: |          | 4583/? [30:23<00:00,  2.51it/s]\nEpoch 0: |          | 4584/? [30:24<00:00,  2.51it/s]\nEpoch 0: |          | 4584/? [30:24<00:00,  2.51it/s]\nEpoch 0: |          | 4585/? [30:24<00:00,  2.51it/s]\nEpoch 0: |          | 4585/? [30:24<00:00,  2.51it/s]\nEpoch 0: |          | 4586/? [30:24<00:00,  2.51it/s]\nEpoch 0: |          | 4586/? [30:24<00:00,  2.51it/s]\nEpoch 0: |          | 4587/? [30:25<00:00,  2.51it/s]\nEpoch 0: |          | 4587/? [30:25<00:00,  2.51it/s]\nEpoch 0: |          | 4588/? [30:25<00:00,  2.51it/s]\nEpoch 0: |          | 4588/? [30:25<00:00,  2.51it/s]\nEpoch 0: |          | 4589/? [30:26<00:00,  2.51it/s]\nEpoch 0: |          | 4589/? [30:26<00:00,  2.51it/s]\nEpoch 0: |          | 4590/? [30:26<00:00,  2.51it/s]\nEpoch 0: |          | 4590/? [30:26<00:00,  2.51it/s]\nEpoch 0: |          | 4591/? [30:26<00:00,  2.51it/s]\nEpoch 0: |          | 4591/? [30:26<00:00,  2.51it/s]\nEpoch 0: |          | 4592/? [30:27<00:00,  2.51it/s]\nEpoch 0: |          | 4592/? [30:27<00:00,  2.51it/s]\nEpoch 0: |          | 4593/? [30:27<00:00,  2.51it/s]\nEpoch 0: |          | 4593/? [30:27<00:00,  2.51it/s]\nEpoch 0: |          | 4594/? [30:27<00:00,  2.51it/s]\nEpoch 0: |          | 4594/? [30:27<00:00,  2.51it/s]\nEpoch 0: |          | 4595/? [30:28<00:00,  2.51it/s]\nEpoch 0: |          | 4595/? [30:28<00:00,  2.51it/s]\nEpoch 0: |          | 4596/? [30:28<00:00,  2.51it/s]\nEpoch 0: |          | 4596/? [30:28<00:00,  2.51it/s]\nEpoch 0: |          | 4597/? [30:29<00:00,  2.51it/s]\nEpoch 0: |          | 4597/? [30:29<00:00,  2.51it/s]\nEpoch 0: |          | 4598/? [30:29<00:00,  2.51it/s]\nEpoch 0: |          | 4598/? [30:29<00:00,  2.51it/s]\nEpoch 0: |          | 4599/? [30:29<00:00,  2.51it/s]\nEpoch 0: |          | 4599/? [30:29<00:00,  2.51it/s]\nEpoch 0: |          | 4600/? [30:30<00:00,  2.51it/s]\nEpoch 0: |          | 4600/? [30:30<00:00,  2.51it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.57it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.23it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.31it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.18it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 4600/? [30:30<00:00,  2.51it/s]\nEpoch 0: |          | 4601/? [30:30<00:00,  2.51it/s]\nEpoch 0: |          | 4601/? [30:30<00:00,  2.51it/s]\nEpoch 0: |          | 4602/? [30:31<00:00,  2.51it/s]\nEpoch 0: |          | 4602/? [30:31<00:00,  2.51it/s]\nEpoch 0: |          | 4603/? [30:31<00:00,  2.51it/s]\nEpoch 0: |          | 4603/? [30:31<00:00,  2.51it/s]\nEpoch 0: |          | 4604/? [30:32<00:00,  2.51it/s]\nEpoch 0: |          | 4604/? [30:32<00:00,  2.51it/s]\nEpoch 0: |          | 4605/? [30:32<00:00,  2.51it/s]\nEpoch 0: |          | 4605/? [30:32<00:00,  2.51it/s]\nEpoch 0: |          | 4606/? [30:32<00:00,  2.51it/s]\nEpoch 0: |          | 4606/? [30:32<00:00,  2.51it/s]\nEpoch 0: |          | 4607/? [30:33<00:00,  2.51it/s]\nEpoch 0: |          | 4607/? [30:33<00:00,  2.51it/s]\nEpoch 0: |          | 4608/? [30:33<00:00,  2.51it/s]\nEpoch 0: |          | 4608/? [30:33<00:00,  2.51it/s]\nEpoch 0: |          | 4609/? [30:33<00:00,  2.51it/s]\nEpoch 0: |          | 4609/? [30:33<00:00,  2.51it/s]\nEpoch 0: |          | 4610/? [30:34<00:00,  2.51it/s]\nEpoch 0: |          | 4610/? [30:34<00:00,  2.51it/s]\nEpoch 0: |          | 4611/? [30:34<00:00,  2.51it/s]\nEpoch 0: |          | 4611/? [30:34<00:00,  2.51it/s]\nEpoch 0: |          | 4612/? [30:35<00:00,  2.51it/s]\nEpoch 0: |          | 4612/? [30:35<00:00,  2.51it/s]\nEpoch 0: |          | 4613/? [30:35<00:00,  2.51it/s]\nEpoch 0: |          | 4613/? [30:35<00:00,  2.51it/s]\nEpoch 0: |          | 4614/? [30:35<00:00,  2.51it/s]\nEpoch 0: |          | 4614/? [30:35<00:00,  2.51it/s]\nEpoch 0: |          | 4615/? [30:36<00:00,  2.51it/s]\nEpoch 0: |          | 4615/? [30:36<00:00,  2.51it/s]\nEpoch 0: |          | 4616/? [30:36<00:00,  2.51it/s]\nEpoch 0: |          | 4616/? [30:36<00:00,  2.51it/s]\nEpoch 0: |          | 4617/? [30:36<00:00,  2.51it/s]\nEpoch 0: |          | 4617/? [30:36<00:00,  2.51it/s]\nEpoch 0: |          | 4618/? [30:37<00:00,  2.51it/s]\nEpoch 0: |          | 4618/? [30:37<00:00,  2.51it/s]\nEpoch 0: |          | 4619/? [30:37<00:00,  2.51it/s]\nEpoch 0: |          | 4619/? [30:37<00:00,  2.51it/s]\nEpoch 0: |          | 4620/? [30:37<00:00,  2.51it/s]\nEpoch 0: |          | 4620/? [30:37<00:00,  2.51it/s]\nEpoch 0: |          | 4621/? [30:38<00:00,  2.51it/s]\nEpoch 0: |          | 4621/? [30:38<00:00,  2.51it/s]\nEpoch 0: |          | 4622/? [30:38<00:00,  2.51it/s]\nEpoch 0: |          | 4622/? [30:38<00:00,  2.51it/s]\nEpoch 0: |          | 4623/? [30:39<00:00,  2.51it/s]\nEpoch 0: |          | 4623/? [30:39<00:00,  2.51it/s]\nEpoch 0: |          | 4624/? [30:39<00:00,  2.51it/s]\nEpoch 0: |          | 4624/? [30:39<00:00,  2.51it/s]\nEpoch 0: |          | 4625/? [30:39<00:00,  2.51it/s]\nEpoch 0: |          | 4625/? [30:39<00:00,  2.51it/s]\nEpoch 0: |          | 4626/? [30:40<00:00,  2.51it/s]\nEpoch 0: |          | 4626/? [30:40<00:00,  2.51it/s]\nEpoch 0: |          | 4627/? [30:40<00:00,  2.51it/s]\nEpoch 0: |          | 4627/? [30:40<00:00,  2.51it/s]\nEpoch 0: |          | 4628/? [30:40<00:00,  2.51it/s]\nEpoch 0: |          | 4628/? [30:40<00:00,  2.51it/s]\nEpoch 0: |          | 4629/? [30:41<00:00,  2.51it/s]\nEpoch 0: |          | 4629/? [30:41<00:00,  2.51it/s]\nEpoch 0: |          | 4630/? [30:41<00:00,  2.51it/s]\nEpoch 0: |          | 4630/? [30:41<00:00,  2.51it/s]\nEpoch 0: |          | 4631/? [30:42<00:00,  2.51it/s]\nEpoch 0: |          | 4631/? [30:42<00:00,  2.51it/s]\nEpoch 0: |          | 4632/? [30:42<00:00,  2.51it/s]\nEpoch 0: |          | 4632/? [30:42<00:00,  2.51it/s]\nEpoch 0: |          | 4633/? [30:42<00:00,  2.51it/s]\nEpoch 0: |          | 4633/? [30:42<00:00,  2.51it/s]\nEpoch 0: |          | 4634/? [30:43<00:00,  2.51it/s]\nEpoch 0: |          | 4634/? [30:43<00:00,  2.51it/s]\nEpoch 0: |          | 4635/? [30:43<00:00,  2.51it/s]\nEpoch 0: |          | 4635/? [30:43<00:00,  2.51it/s]\nEpoch 0: |          | 4636/? [30:43<00:00,  2.51it/s]\nEpoch 0: |          | 4636/? [30:43<00:00,  2.51it/s]\nEpoch 0: |          | 4637/? [30:44<00:00,  2.51it/s]\nEpoch 0: |          | 4637/? [30:44<00:00,  2.51it/s]\nEpoch 0: |          | 4638/? [30:44<00:00,  2.51it/s]\nEpoch 0: |          | 4638/? [30:44<00:00,  2.51it/s]\nEpoch 0: |          | 4639/? [30:45<00:00,  2.51it/s]\nEpoch 0: |          | 4639/? [30:45<00:00,  2.51it/s]\nEpoch 0: |          | 4640/? [30:45<00:00,  2.51it/s]\nEpoch 0: |          | 4640/? [30:45<00:00,  2.51it/s]\nEpoch 0: |          | 4641/? [30:45<00:00,  2.51it/s]\nEpoch 0: |          | 4641/? [30:45<00:00,  2.51it/s]\nEpoch 0: |          | 4642/? [30:46<00:00,  2.51it/s]\nEpoch 0: |          | 4642/? [30:46<00:00,  2.51it/s]\nEpoch 0: |          | 4643/? [30:46<00:00,  2.51it/s]\nEpoch 0: |          | 4643/? [30:46<00:00,  2.51it/s]\nEpoch 0: |          | 4644/? [30:46<00:00,  2.51it/s]\nEpoch 0: |          | 4644/? [30:46<00:00,  2.51it/s]\nEpoch 0: |          | 4645/? [30:47<00:00,  2.51it/s]\nEpoch 0: |          | 4645/? [30:47<00:00,  2.51it/s]\nEpoch 0: |          | 4646/? [30:47<00:00,  2.51it/s]\nEpoch 0: |          | 4646/? [30:47<00:00,  2.51it/s]\nEpoch 0: |          | 4647/? [30:48<00:00,  2.51it/s]\nEpoch 0: |          | 4647/? [30:48<00:00,  2.51it/s]\nEpoch 0: |          | 4648/? [30:48<00:00,  2.51it/s]\nEpoch 0: |          | 4648/? [30:48<00:00,  2.51it/s]\nEpoch 0: |          | 4649/? [30:48<00:00,  2.51it/s]\nEpoch 0: |          | 4649/? [30:48<00:00,  2.51it/s]\nEpoch 0: |          | 4650/? [30:49<00:00,  2.51it/s]\nEpoch 0: |          | 4650/? [30:49<00:00,  2.51it/s]\nEpoch 0: |          | 4651/? [30:49<00:00,  2.51it/s]\nEpoch 0: |          | 4651/? [30:49<00:00,  2.51it/s]\nEpoch 0: |          | 4652/? [30:49<00:00,  2.51it/s]\nEpoch 0: |          | 4652/? [30:49<00:00,  2.51it/s]\nEpoch 0: |          | 4653/? [30:50<00:00,  2.51it/s]\nEpoch 0: |          | 4653/? [30:50<00:00,  2.51it/s]\nEpoch 0: |          | 4654/? [30:50<00:00,  2.51it/s]\nEpoch 0: |          | 4654/? [30:50<00:00,  2.51it/s]\nEpoch 0: |          | 4655/? [30:51<00:00,  2.51it/s]\nEpoch 0: |          | 4655/? [30:51<00:00,  2.51it/s]\nEpoch 0: |          | 4656/? [30:51<00:00,  2.51it/s]\nEpoch 0: |          | 4656/? [30:51<00:00,  2.51it/s]\nEpoch 0: |          | 4657/? [30:51<00:00,  2.51it/s]\nEpoch 0: |          | 4657/? [30:51<00:00,  2.51it/s]\nEpoch 0: |          | 4658/? [30:52<00:00,  2.51it/s]\nEpoch 0: |          | 4658/? [30:52<00:00,  2.51it/s]\nEpoch 0: |          | 4659/? [30:52<00:00,  2.51it/s]\nEpoch 0: |          | 4659/? [30:52<00:00,  2.51it/s]\nEpoch 0: |          | 4660/? [30:52<00:00,  2.51it/s]\nEpoch 0: |          | 4660/? [30:52<00:00,  2.51it/s]\nEpoch 0: |          | 4661/? [30:53<00:00,  2.52it/s]\nEpoch 0: |          | 4661/? [30:53<00:00,  2.52it/s]\nEpoch 0: |          | 4662/? [30:53<00:00,  2.52it/s]\nEpoch 0: |          | 4662/? [30:53<00:00,  2.52it/s]\nEpoch 0: |          | 4663/? [30:54<00:00,  2.52it/s]\nEpoch 0: |          | 4663/? [30:54<00:00,  2.52it/s]\nEpoch 0: |          | 4664/? [30:54<00:00,  2.52it/s]\nEpoch 0: |          | 4664/? [30:54<00:00,  2.52it/s]\nEpoch 0: |          | 4665/? [30:54<00:00,  2.52it/s]\nEpoch 0: |          | 4665/? [30:54<00:00,  2.52it/s]\nEpoch 0: |          | 4666/? [30:55<00:00,  2.52it/s]\nEpoch 0: |          | 4666/? [30:55<00:00,  2.52it/s]\nEpoch 0: |          | 4667/? [30:55<00:00,  2.52it/s]\nEpoch 0: |          | 4667/? [30:55<00:00,  2.52it/s]\nEpoch 0: |          | 4668/? [30:55<00:00,  2.52it/s]\nEpoch 0: |          | 4668/? [30:55<00:00,  2.52it/s]\nEpoch 0: |          | 4669/? [30:56<00:00,  2.52it/s]\nEpoch 0: |          | 4669/? [30:56<00:00,  2.52it/s]\nEpoch 0: |          | 4670/? [30:56<00:00,  2.52it/s]\nEpoch 0: |          | 4670/? [30:56<00:00,  2.52it/s]\nEpoch 0: |          | 4671/? [30:57<00:00,  2.52it/s]\nEpoch 0: |          | 4671/? [30:57<00:00,  2.52it/s]\nEpoch 0: |          | 4672/? [30:57<00:00,  2.52it/s]\nEpoch 0: |          | 4672/? [30:57<00:00,  2.52it/s]\nEpoch 0: |          | 4673/? [30:57<00:00,  2.52it/s]\nEpoch 0: |          | 4673/? [30:57<00:00,  2.52it/s]\nEpoch 0: |          | 4674/? [30:58<00:00,  2.52it/s]\nEpoch 0: |          | 4674/? [30:58<00:00,  2.52it/s]\nEpoch 0: |          | 4675/? [30:58<00:00,  2.52it/s]\nEpoch 0: |          | 4675/? [30:58<00:00,  2.52it/s]\nEpoch 0: |          | 4676/? [30:58<00:00,  2.52it/s]\nEpoch 0: |          | 4676/? [30:58<00:00,  2.52it/s]\nEpoch 0: |          | 4677/? [30:59<00:00,  2.52it/s]\nEpoch 0: |          | 4677/? [30:59<00:00,  2.52it/s]\nEpoch 0: |          | 4678/? [30:59<00:00,  2.52it/s]\nEpoch 0: |          | 4678/? [30:59<00:00,  2.52it/s]\nEpoch 0: |          | 4679/? [30:59<00:00,  2.52it/s]\nEpoch 0: |          | 4679/? [30:59<00:00,  2.52it/s]\nEpoch 0: |          | 4680/? [31:00<00:00,  2.52it/s]\nEpoch 0: |          | 4680/? [31:00<00:00,  2.52it/s]\nEpoch 0: |          | 4681/? [31:00<00:00,  2.52it/s]\nEpoch 0: |          | 4681/? [31:00<00:00,  2.52it/s]\nEpoch 0: |          | 4682/? [31:01<00:00,  2.52it/s]\nEpoch 0: |          | 4682/? [31:01<00:00,  2.52it/s]\nEpoch 0: |          | 4683/? [31:01<00:00,  2.52it/s]\nEpoch 0: |          | 4683/? [31:01<00:00,  2.52it/s]\nEpoch 0: |          | 4684/? [31:01<00:00,  2.52it/s]\nEpoch 0: |          | 4684/? [31:01<00:00,  2.52it/s]\nEpoch 0: |          | 4685/? [31:02<00:00,  2.52it/s]\nEpoch 0: |          | 4685/? [31:02<00:00,  2.52it/s]\nEpoch 0: |          | 4686/? [31:02<00:00,  2.52it/s]\nEpoch 0: |          | 4686/? [31:02<00:00,  2.52it/s]\nEpoch 0: |          | 4687/? [31:02<00:00,  2.52it/s]\nEpoch 0: |          | 4687/? [31:02<00:00,  2.52it/s]\nEpoch 0: |          | 4688/? [31:03<00:00,  2.52it/s]\nEpoch 0: |          | 4688/? [31:03<00:00,  2.52it/s]\nEpoch 0: |          | 4689/? [31:03<00:00,  2.52it/s]\nEpoch 0: |          | 4689/? [31:03<00:00,  2.52it/s]\nEpoch 0: |          | 4690/? [31:04<00:00,  2.52it/s]\nEpoch 0: |          | 4690/? [31:04<00:00,  2.52it/s]\nEpoch 0: |          | 4691/? [31:04<00:00,  2.52it/s]\nEpoch 0: |          | 4691/? [31:04<00:00,  2.52it/s]\nEpoch 0: |          | 4692/? [31:04<00:00,  2.52it/s]\nEpoch 0: |          | 4692/? [31:04<00:00,  2.52it/s]\nEpoch 0: |          | 4693/? [31:05<00:00,  2.52it/s]\nEpoch 0: |          | 4693/? [31:05<00:00,  2.52it/s]\nEpoch 0: |          | 4694/? [31:05<00:00,  2.52it/s]\nEpoch 0: |          | 4694/? [31:05<00:00,  2.52it/s]\nEpoch 0: |          | 4695/? [31:05<00:00,  2.52it/s]\nEpoch 0: |          | 4695/? [31:05<00:00,  2.52it/s]\nEpoch 0: |          | 4696/? [31:06<00:00,  2.52it/s]\nEpoch 0: |          | 4696/? [31:06<00:00,  2.52it/s]\nEpoch 0: |          | 4697/? [31:06<00:00,  2.52it/s]\nEpoch 0: |          | 4697/? [31:06<00:00,  2.52it/s]\nEpoch 0: |          | 4698/? [31:07<00:00,  2.52it/s]\nEpoch 0: |          | 4698/? [31:07<00:00,  2.52it/s]\nEpoch 0: |          | 4699/? [31:07<00:00,  2.52it/s]\nEpoch 0: |          | 4699/? [31:07<00:00,  2.52it/s]\nEpoch 0: |          | 4700/? [31:07<00:00,  2.52it/s]\nEpoch 0: |          | 4700/? [31:07<00:00,  2.52it/s]\nEpoch 0: |          | 4701/? [31:08<00:00,  2.52it/s]\nEpoch 0: |          | 4701/? [31:08<00:00,  2.52it/s]\nEpoch 0: |          | 4702/? [31:08<00:00,  2.52it/s]\nEpoch 0: |          | 4702/? [31:08<00:00,  2.52it/s]\nEpoch 0: |          | 4703/? [31:08<00:00,  2.52it/s]\nEpoch 0: |          | 4703/? [31:08<00:00,  2.52it/s]\nEpoch 0: |          | 4704/? [31:09<00:00,  2.52it/s]\nEpoch 0: |          | 4704/? [31:09<00:00,  2.52it/s]\nEpoch 0: |          | 4705/? [31:09<00:00,  2.52it/s]\nEpoch 0: |          | 4705/? [31:09<00:00,  2.52it/s]\nEpoch 0: |          | 4706/? [31:10<00:00,  2.52it/s]\nEpoch 0: |          | 4706/? [31:10<00:00,  2.52it/s]\nEpoch 0: |          | 4707/? [31:10<00:00,  2.52it/s]\nEpoch 0: |          | 4707/? [31:10<00:00,  2.52it/s]\nEpoch 0: |          | 4708/? [31:10<00:00,  2.52it/s]\nEpoch 0: |          | 4708/? [31:10<00:00,  2.52it/s]\nEpoch 0: |          | 4709/? [31:11<00:00,  2.52it/s]\nEpoch 0: |          | 4709/? [31:11<00:00,  2.52it/s]\nEpoch 0: |          | 4710/? [31:11<00:00,  2.52it/s]\nEpoch 0: |          | 4710/? [31:11<00:00,  2.52it/s]\nEpoch 0: |          | 4711/? [31:11<00:00,  2.52it/s]\nEpoch 0: |          | 4711/? [31:11<00:00,  2.52it/s]\nEpoch 0: |          | 4712/? [31:12<00:00,  2.52it/s]\nEpoch 0: |          | 4712/? [31:12<00:00,  2.52it/s]\nEpoch 0: |          | 4713/? [31:12<00:00,  2.52it/s]\nEpoch 0: |          | 4713/? [31:12<00:00,  2.52it/s]\nEpoch 0: |          | 4714/? [31:13<00:00,  2.52it/s]\nEpoch 0: |          | 4714/? [31:13<00:00,  2.52it/s]\nEpoch 0: |          | 4715/? [31:13<00:00,  2.52it/s]\nEpoch 0: |          | 4715/? [31:13<00:00,  2.52it/s]\nEpoch 0: |          | 4716/? [31:13<00:00,  2.52it/s]\nEpoch 0: |          | 4716/? [31:13<00:00,  2.52it/s]\nEpoch 0: |          | 4717/? [31:14<00:00,  2.52it/s]\nEpoch 0: |          | 4717/? [31:14<00:00,  2.52it/s]\nEpoch 0: |          | 4718/? [31:14<00:00,  2.52it/s]\nEpoch 0: |          | 4718/? [31:14<00:00,  2.52it/s]\nEpoch 0: |          | 4719/? [31:14<00:00,  2.52it/s]\nEpoch 0: |          | 4719/? [31:14<00:00,  2.52it/s]\nEpoch 0: |          | 4720/? [31:15<00:00,  2.52it/s]\nEpoch 0: |          | 4720/? [31:15<00:00,  2.52it/s]\nEpoch 0: |          | 4721/? [31:15<00:00,  2.52it/s]\nEpoch 0: |          | 4721/? [31:15<00:00,  2.52it/s]\nEpoch 0: |          | 4722/? [31:16<00:00,  2.52it/s]\nEpoch 0: |          | 4722/? [31:16<00:00,  2.52it/s]\nEpoch 0: |          | 4723/? [31:16<00:00,  2.52it/s]\nEpoch 0: |          | 4723/? [31:16<00:00,  2.52it/s]\nEpoch 0: |          | 4724/? [31:16<00:00,  2.52it/s]\nEpoch 0: |          | 4724/? [31:16<00:00,  2.52it/s]\nEpoch 0: |          | 4725/? [31:17<00:00,  2.52it/s]\nEpoch 0: |          | 4725/? [31:17<00:00,  2.52it/s]\nEpoch 0: |          | 4726/? [31:17<00:00,  2.52it/s]\nEpoch 0: |          | 4726/? [31:17<00:00,  2.52it/s]\nEpoch 0: |          | 4727/? [31:17<00:00,  2.52it/s]\nEpoch 0: |          | 4727/? [31:17<00:00,  2.52it/s]\nEpoch 0: |          | 4728/? [31:18<00:00,  2.52it/s]\nEpoch 0: |          | 4728/? [31:18<00:00,  2.52it/s]\nEpoch 0: |          | 4729/? [31:18<00:00,  2.52it/s]\nEpoch 0: |          | 4729/? [31:18<00:00,  2.52it/s]\nEpoch 0: |          | 4730/? [31:18<00:00,  2.52it/s]\nEpoch 0: |          | 4730/? [31:18<00:00,  2.52it/s]\nEpoch 0: |          | 4731/? [31:19<00:00,  2.52it/s]\nEpoch 0: |          | 4731/? [31:19<00:00,  2.52it/s]\nEpoch 0: |          | 4732/? [31:19<00:00,  2.52it/s]\nEpoch 0: |          | 4732/? [31:19<00:00,  2.52it/s]\nEpoch 0: |          | 4733/? [31:20<00:00,  2.52it/s]\nEpoch 0: |          | 4733/? [31:20<00:00,  2.52it/s]\nEpoch 0: |          | 4734/? [31:20<00:00,  2.52it/s]\nEpoch 0: |          | 4734/? [31:20<00:00,  2.52it/s]\nEpoch 0: |          | 4735/? [31:20<00:00,  2.52it/s]\nEpoch 0: |          | 4735/? [31:20<00:00,  2.52it/s]\nEpoch 0: |          | 4736/? [31:21<00:00,  2.52it/s]\nEpoch 0: |          | 4736/? [31:21<00:00,  2.52it/s]\nEpoch 0: |          | 4737/? [31:21<00:00,  2.52it/s]\nEpoch 0: |          | 4737/? [31:21<00:00,  2.52it/s]\nEpoch 0: |          | 4738/? [31:21<00:00,  2.52it/s]\nEpoch 0: |          | 4738/? [31:21<00:00,  2.52it/s]\nEpoch 0: |          | 4739/? [31:22<00:00,  2.52it/s]\nEpoch 0: |          | 4739/? [31:22<00:00,  2.52it/s]\nEpoch 0: |          | 4740/? [31:22<00:00,  2.52it/s]\nEpoch 0: |          | 4740/? [31:22<00:00,  2.52it/s]\nEpoch 0: |          | 4741/? [31:23<00:00,  2.52it/s]\nEpoch 0: |          | 4741/? [31:23<00:00,  2.52it/s]\nEpoch 0: |          | 4742/? [31:23<00:00,  2.52it/s]\nEpoch 0: |          | 4742/? [31:23<00:00,  2.52it/s]\nEpoch 0: |          | 4743/? [31:23<00:00,  2.52it/s]\nEpoch 0: |          | 4743/? [31:23<00:00,  2.52it/s]\nEpoch 0: |          | 4744/? [31:24<00:00,  2.52it/s]\nEpoch 0: |          | 4744/? [31:24<00:00,  2.52it/s]\nEpoch 0: |          | 4745/? [31:24<00:00,  2.52it/s]\nEpoch 0: |          | 4745/? [31:24<00:00,  2.52it/s]\nEpoch 0: |          | 4746/? [31:24<00:00,  2.52it/s]\nEpoch 0: |          | 4746/? [31:24<00:00,  2.52it/s]\nEpoch 0: |          | 4747/? [31:25<00:00,  2.52it/s]\nEpoch 0: |          | 4747/? [31:25<00:00,  2.52it/s]\nEpoch 0: |          | 4748/? [31:25<00:00,  2.52it/s]\nEpoch 0: |          | 4748/? [31:25<00:00,  2.52it/s]\nEpoch 0: |          | 4749/? [31:26<00:00,  2.52it/s]\nEpoch 0: |          | 4749/? [31:26<00:00,  2.52it/s]\nEpoch 0: |          | 4750/? [31:26<00:00,  2.52it/s]\nEpoch 0: |          | 4750/? [31:26<00:00,  2.52it/s]\nEpoch 0: |          | 4751/? [31:26<00:00,  2.52it/s]\nEpoch 0: |          | 4751/? [31:26<00:00,  2.52it/s]\nEpoch 0: |          | 4752/? [31:27<00:00,  2.52it/s]\nEpoch 0: |          | 4752/? [31:27<00:00,  2.52it/s]\nEpoch 0: |          | 4753/? [31:27<00:00,  2.52it/s]\nEpoch 0: |          | 4753/? [31:27<00:00,  2.52it/s]\nEpoch 0: |          | 4754/? [31:27<00:00,  2.52it/s]\nEpoch 0: |          | 4754/? [31:27<00:00,  2.52it/s]\nEpoch 0: |          | 4755/? [31:28<00:00,  2.52it/s]\nEpoch 0: |          | 4755/? [31:28<00:00,  2.52it/s]\nEpoch 0: |          | 4756/? [31:28<00:00,  2.52it/s]\nEpoch 0: |          | 4756/? [31:28<00:00,  2.52it/s]\nEpoch 0: |          | 4757/? [31:29<00:00,  2.52it/s]\nEpoch 0: |          | 4757/? [31:29<00:00,  2.52it/s]\nEpoch 0: |          | 4758/? [31:29<00:00,  2.52it/s]\nEpoch 0: |          | 4758/? [31:29<00:00,  2.52it/s]\nEpoch 0: |          | 4759/? [31:29<00:00,  2.52it/s]\nEpoch 0: |          | 4759/? [31:29<00:00,  2.52it/s]\nEpoch 0: |          | 4760/? [31:30<00:00,  2.52it/s]\nEpoch 0: |          | 4760/? [31:30<00:00,  2.52it/s]\nEpoch 0: |          | 4761/? [31:30<00:00,  2.52it/s]\nEpoch 0: |          | 4761/? [31:30<00:00,  2.52it/s]\nEpoch 0: |          | 4762/? [31:30<00:00,  2.52it/s]\nEpoch 0: |          | 4762/? [31:30<00:00,  2.52it/s]\nEpoch 0: |          | 4763/? [31:31<00:00,  2.52it/s]\nEpoch 0: |          | 4763/? [31:31<00:00,  2.52it/s]\nEpoch 0: |          | 4764/? [31:31<00:00,  2.52it/s]\nEpoch 0: |          | 4764/? [31:31<00:00,  2.52it/s]\nEpoch 0: |          | 4765/? [31:32<00:00,  2.52it/s]\nEpoch 0: |          | 4765/? [31:32<00:00,  2.52it/s]\nEpoch 0: |          | 4766/? [31:32<00:00,  2.52it/s]\nEpoch 0: |          | 4766/? [31:32<00:00,  2.52it/s]\nEpoch 0: |          | 4767/? [31:32<00:00,  2.52it/s]\nEpoch 0: |          | 4767/? [31:32<00:00,  2.52it/s]\nEpoch 0: |          | 4768/? [31:33<00:00,  2.52it/s]\nEpoch 0: |          | 4768/? [31:33<00:00,  2.52it/s]\nEpoch 0: |          | 4769/? [31:33<00:00,  2.52it/s]\nEpoch 0: |          | 4769/? [31:33<00:00,  2.52it/s]\nEpoch 0: |          | 4770/? [31:33<00:00,  2.52it/s]\nEpoch 0: |          | 4770/? [31:33<00:00,  2.52it/s]\nEpoch 0: |          | 4771/? [31:34<00:00,  2.52it/s]\nEpoch 0: |          | 4771/? [31:34<00:00,  2.52it/s]\nEpoch 0: |          | 4772/? [31:34<00:00,  2.52it/s]\nEpoch 0: |          | 4772/? [31:34<00:00,  2.52it/s]\nEpoch 0: |          | 4773/? [31:34<00:00,  2.52it/s]\nEpoch 0: |          | 4773/? [31:34<00:00,  2.52it/s]\nEpoch 0: |          | 4774/? [31:35<00:00,  2.52it/s]\nEpoch 0: |          | 4774/? [31:35<00:00,  2.52it/s]\nEpoch 0: |          | 4775/? [31:35<00:00,  2.52it/s]\nEpoch 0: |          | 4775/? [31:35<00:00,  2.52it/s]\nEpoch 0: |          | 4776/? [31:36<00:00,  2.52it/s]\nEpoch 0: |          | 4776/? [31:36<00:00,  2.52it/s]\nEpoch 0: |          | 4777/? [31:36<00:00,  2.52it/s]\nEpoch 0: |          | 4777/? [31:36<00:00,  2.52it/s]\nEpoch 0: |          | 4778/? [31:36<00:00,  2.52it/s]\nEpoch 0: |          | 4778/? [31:36<00:00,  2.52it/s]\nEpoch 0: |          | 4779/? [31:37<00:00,  2.52it/s]\nEpoch 0: |          | 4779/? [31:37<00:00,  2.52it/s]\nEpoch 0: |          | 4780/? [31:37<00:00,  2.52it/s]\nEpoch 0: |          | 4780/? [31:37<00:00,  2.52it/s]\nEpoch 0: |          | 4781/? [31:37<00:00,  2.52it/s]\nEpoch 0: |          | 4781/? [31:37<00:00,  2.52it/s]\nEpoch 0: |          | 4782/? [31:38<00:00,  2.52it/s]\nEpoch 0: |          | 4782/? [31:38<00:00,  2.52it/s]\nEpoch 0: |          | 4783/? [31:38<00:00,  2.52it/s]\nEpoch 0: |          | 4783/? [31:38<00:00,  2.52it/s]\nEpoch 0: |          | 4784/? [31:39<00:00,  2.52it/s]\nEpoch 0: |          | 4784/? [31:39<00:00,  2.52it/s]\nEpoch 0: |          | 4785/? [31:39<00:00,  2.52it/s]\nEpoch 0: |          | 4785/? [31:39<00:00,  2.52it/s]\nEpoch 0: |          | 4786/? [31:39<00:00,  2.52it/s]\nEpoch 0: |          | 4786/? [31:39<00:00,  2.52it/s]\nEpoch 0: |          | 4787/? [31:40<00:00,  2.52it/s]\nEpoch 0: |          | 4787/? [31:40<00:00,  2.52it/s]\nEpoch 0: |          | 4788/? [31:40<00:00,  2.52it/s]\nEpoch 0: |          | 4788/? [31:40<00:00,  2.52it/s]\nEpoch 0: |          | 4789/? [31:40<00:00,  2.52it/s]\nEpoch 0: |          | 4789/? [31:40<00:00,  2.52it/s]\nEpoch 0: |          | 4790/? [31:41<00:00,  2.52it/s]\nEpoch 0: |          | 4790/? [31:41<00:00,  2.52it/s]\nEpoch 0: |          | 4791/? [31:41<00:00,  2.52it/s]\nEpoch 0: |          | 4791/? [31:41<00:00,  2.52it/s]\nEpoch 0: |          | 4792/? [31:42<00:00,  2.52it/s]\nEpoch 0: |          | 4792/? [31:42<00:00,  2.52it/s]\nEpoch 0: |          | 4793/? [31:42<00:00,  2.52it/s]\nEpoch 0: |          | 4793/? [31:42<00:00,  2.52it/s]\nEpoch 0: |          | 4794/? [31:42<00:00,  2.52it/s]\nEpoch 0: |          | 4794/? [31:42<00:00,  2.52it/s]\nEpoch 0: |          | 4795/? [31:43<00:00,  2.52it/s]\nEpoch 0: |          | 4795/? [31:43<00:00,  2.52it/s]\nEpoch 0: |          | 4796/? [31:43<00:00,  2.52it/s]\nEpoch 0: |          | 4796/? [31:43<00:00,  2.52it/s]\nEpoch 0: |          | 4797/? [31:43<00:00,  2.52it/s]\nEpoch 0: |          | 4797/? [31:43<00:00,  2.52it/s]\nEpoch 0: |          | 4798/? [31:44<00:00,  2.52it/s]\nEpoch 0: |          | 4798/? [31:44<00:00,  2.52it/s]\nEpoch 0: |          | 4799/? [31:44<00:00,  2.52it/s]\nEpoch 0: |          | 4799/? [31:44<00:00,  2.52it/s]\nEpoch 0: |          | 4800/? [31:45<00:00,  2.52it/s]\nEpoch 0: |          | 4800/? [31:45<00:00,  2.52it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.85it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.65it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.58it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.46it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 4800/? [31:45<00:00,  2.52it/s]\nEpoch 0: |          | 4801/? [31:45<00:00,  2.52it/s]\nEpoch 0: |          | 4801/? [31:45<00:00,  2.52it/s]\nEpoch 0: |          | 4802/? [31:46<00:00,  2.52it/s]\nEpoch 0: |          | 4802/? [31:46<00:00,  2.52it/s]\nEpoch 0: |          | 4803/? [31:46<00:00,  2.52it/s]\nEpoch 0: |          | 4803/? [31:46<00:00,  2.52it/s]\nEpoch 0: |          | 4804/? [31:46<00:00,  2.52it/s]\nEpoch 0: |          | 4804/? [31:46<00:00,  2.52it/s]\nEpoch 0: |          | 4805/? [31:47<00:00,  2.52it/s]\nEpoch 0: |          | 4805/? [31:47<00:00,  2.52it/s]\nEpoch 0: |          | 4806/? [31:47<00:00,  2.52it/s]\nEpoch 0: |          | 4806/? [31:47<00:00,  2.52it/s]\nEpoch 0: |          | 4807/? [31:48<00:00,  2.52it/s]\nEpoch 0: |          | 4807/? [31:48<00:00,  2.52it/s]\nEpoch 0: |          | 4808/? [31:48<00:00,  2.52it/s]\nEpoch 0: |          | 4808/? [31:48<00:00,  2.52it/s]\nEpoch 0: |          | 4809/? [31:48<00:00,  2.52it/s]\nEpoch 0: |          | 4809/? [31:48<00:00,  2.52it/s]\nEpoch 0: |          | 4810/? [31:49<00:00,  2.52it/s]\nEpoch 0: |          | 4810/? [31:49<00:00,  2.52it/s]\nEpoch 0: |          | 4811/? [31:49<00:00,  2.52it/s]\nEpoch 0: |          | 4811/? [31:49<00:00,  2.52it/s]\nEpoch 0: |          | 4812/? [31:49<00:00,  2.52it/s]\nEpoch 0: |          | 4812/? [31:49<00:00,  2.52it/s]\nEpoch 0: |          | 4813/? [31:50<00:00,  2.52it/s]\nEpoch 0: |          | 4813/? [31:50<00:00,  2.52it/s]\nEpoch 0: |          | 4814/? [31:50<00:00,  2.52it/s]\nEpoch 0: |          | 4814/? [31:50<00:00,  2.52it/s]\nEpoch 0: |          | 4815/? [31:51<00:00,  2.52it/s]\nEpoch 0: |          | 4815/? [31:51<00:00,  2.52it/s]\nEpoch 0: |          | 4816/? [31:51<00:00,  2.52it/s]\nEpoch 0: |          | 4816/? [31:51<00:00,  2.52it/s]\nEpoch 0: |          | 4817/? [31:51<00:00,  2.52it/s]\nEpoch 0: |          | 4817/? [31:51<00:00,  2.52it/s]\nEpoch 0: |          | 4818/? [31:52<00:00,  2.52it/s]\nEpoch 0: |          | 4818/? [31:52<00:00,  2.52it/s]\nEpoch 0: |          | 4819/? [31:52<00:00,  2.52it/s]\nEpoch 0: |          | 4819/? [31:52<00:00,  2.52it/s]\nEpoch 0: |          | 4820/? [31:52<00:00,  2.52it/s]\nEpoch 0: |          | 4820/? [31:52<00:00,  2.52it/s]\nEpoch 0: |          | 4821/? [31:53<00:00,  2.52it/s]\nEpoch 0: |          | 4821/? [31:53<00:00,  2.52it/s]\nEpoch 0: |          | 4822/? [31:53<00:00,  2.52it/s]\nEpoch 0: |          | 4822/? [31:53<00:00,  2.52it/s]\nEpoch 0: |          | 4823/? [31:53<00:00,  2.52it/s]\nEpoch 0: |          | 4823/? [31:53<00:00,  2.52it/s]\nEpoch 0: |          | 4824/? [31:54<00:00,  2.52it/s]\nEpoch 0: |          | 4824/? [31:54<00:00,  2.52it/s]\nEpoch 0: |          | 4825/? [31:54<00:00,  2.52it/s]\nEpoch 0: |          | 4825/? [31:54<00:00,  2.52it/s]\nEpoch 0: |          | 4826/? [31:55<00:00,  2.52it/s]\nEpoch 0: |          | 4826/? [31:55<00:00,  2.52it/s]\nEpoch 0: |          | 4827/? [31:55<00:00,  2.52it/s]\nEpoch 0: |          | 4827/? [31:55<00:00,  2.52it/s]\nEpoch 0: |          | 4828/? [31:55<00:00,  2.52it/s]\nEpoch 0: |          | 4828/? [31:55<00:00,  2.52it/s]\nEpoch 0: |          | 4829/? [31:56<00:00,  2.52it/s]\nEpoch 0: |          | 4829/? [31:56<00:00,  2.52it/s]\nEpoch 0: |          | 4830/? [31:56<00:00,  2.52it/s]\nEpoch 0: |          | 4830/? [31:56<00:00,  2.52it/s]\nEpoch 0: |          | 4831/? [31:56<00:00,  2.52it/s]\nEpoch 0: |          | 4831/? [31:56<00:00,  2.52it/s]\nEpoch 0: |          | 4832/? [31:57<00:00,  2.52it/s]\nEpoch 0: |          | 4832/? [31:57<00:00,  2.52it/s]\nEpoch 0: |          | 4833/? [31:57<00:00,  2.52it/s]\nEpoch 0: |          | 4833/? [31:57<00:00,  2.52it/s]\nEpoch 0: |          | 4834/? [31:58<00:00,  2.52it/s]\nEpoch 0: |          | 4834/? [31:58<00:00,  2.52it/s]\nEpoch 0: |          | 4835/? [31:58<00:00,  2.52it/s]\nEpoch 0: |          | 4835/? [31:58<00:00,  2.52it/s]\nEpoch 0: |          | 4836/? [31:58<00:00,  2.52it/s]\nEpoch 0: |          | 4836/? [31:58<00:00,  2.52it/s]\nEpoch 0: |          | 4837/? [31:59<00:00,  2.52it/s]\nEpoch 0: |          | 4837/? [31:59<00:00,  2.52it/s]\nEpoch 0: |          | 4838/? [31:59<00:00,  2.52it/s]\nEpoch 0: |          | 4838/? [31:59<00:00,  2.52it/s]\nEpoch 0: |          | 4839/? [31:59<00:00,  2.52it/s]\nEpoch 0: |          | 4839/? [31:59<00:00,  2.52it/s]\nEpoch 0: |          | 4840/? [32:00<00:00,  2.52it/s]\nEpoch 0: |          | 4840/? [32:00<00:00,  2.52it/s]\nEpoch 0: |          | 4841/? [32:00<00:00,  2.52it/s]\nEpoch 0: |          | 4841/? [32:00<00:00,  2.52it/s]\nEpoch 0: |          | 4842/? [32:01<00:00,  2.52it/s]\nEpoch 0: |          | 4842/? [32:01<00:00,  2.52it/s]\nEpoch 0: |          | 4843/? [32:01<00:00,  2.52it/s]\nEpoch 0: |          | 4843/? [32:01<00:00,  2.52it/s]\nEpoch 0: |          | 4844/? [32:01<00:00,  2.52it/s]\nEpoch 0: |          | 4844/? [32:01<00:00,  2.52it/s]\nEpoch 0: |          | 4845/? [32:02<00:00,  2.52it/s]\nEpoch 0: |          | 4845/? [32:02<00:00,  2.52it/s]\nEpoch 0: |          | 4846/? [32:02<00:00,  2.52it/s]\nEpoch 0: |          | 4846/? [32:02<00:00,  2.52it/s]\nEpoch 0: |          | 4847/? [32:02<00:00,  2.52it/s]\nEpoch 0: |          | 4847/? [32:02<00:00,  2.52it/s]\nEpoch 0: |          | 4848/? [32:03<00:00,  2.52it/s]\nEpoch 0: |          | 4848/? [32:03<00:00,  2.52it/s]\nEpoch 0: |          | 4849/? [32:03<00:00,  2.52it/s]\nEpoch 0: |          | 4849/? [32:03<00:00,  2.52it/s]\nEpoch 0: |          | 4850/? [32:04<00:00,  2.52it/s]\nEpoch 0: |          | 4850/? [32:04<00:00,  2.52it/s]\nEpoch 0: |          | 4851/? [32:04<00:00,  2.52it/s]\nEpoch 0: |          | 4851/? [32:04<00:00,  2.52it/s]\nEpoch 0: |          | 4852/? [32:04<00:00,  2.52it/s]\nEpoch 0: |          | 4852/? [32:04<00:00,  2.52it/s]\nEpoch 0: |          | 4853/? [32:05<00:00,  2.52it/s]\nEpoch 0: |          | 4853/? [32:05<00:00,  2.52it/s]\nEpoch 0: |          | 4854/? [32:05<00:00,  2.52it/s]\nEpoch 0: |          | 4854/? [32:05<00:00,  2.52it/s]\nEpoch 0: |          | 4855/? [32:05<00:00,  2.52it/s]\nEpoch 0: |          | 4855/? [32:05<00:00,  2.52it/s]\nEpoch 0: |          | 4856/? [32:06<00:00,  2.52it/s]\nEpoch 0: |          | 4856/? [32:06<00:00,  2.52it/s]\nEpoch 0: |          | 4857/? [32:06<00:00,  2.52it/s]\nEpoch 0: |          | 4857/? [32:06<00:00,  2.52it/s]\nEpoch 0: |          | 4858/? [32:07<00:00,  2.52it/s]\nEpoch 0: |          | 4858/? [32:07<00:00,  2.52it/s]\nEpoch 0: |          | 4859/? [32:07<00:00,  2.52it/s]\nEpoch 0: |          | 4859/? [32:07<00:00,  2.52it/s]\nEpoch 0: |          | 4860/? [32:07<00:00,  2.52it/s]\nEpoch 0: |          | 4860/? [32:07<00:00,  2.52it/s]\nEpoch 0: |          | 4861/? [32:08<00:00,  2.52it/s]\nEpoch 0: |          | 4861/? [32:08<00:00,  2.52it/s]\nEpoch 0: |          | 4862/? [32:08<00:00,  2.52it/s]\nEpoch 0: |          | 4862/? [32:08<00:00,  2.52it/s]\nEpoch 0: |          | 4863/? [32:08<00:00,  2.52it/s]\nEpoch 0: |          | 4863/? [32:08<00:00,  2.52it/s]\nEpoch 0: |          | 4864/? [32:09<00:00,  2.52it/s]\nEpoch 0: |          | 4864/? [32:09<00:00,  2.52it/s]\nEpoch 0: |          | 4865/? [32:09<00:00,  2.52it/s]\nEpoch 0: |          | 4865/? [32:09<00:00,  2.52it/s]\nEpoch 0: |          | 4866/? [32:09<00:00,  2.52it/s]\nEpoch 0: |          | 4866/? [32:09<00:00,  2.52it/s]\nEpoch 0: |          | 4867/? [32:10<00:00,  2.52it/s]\nEpoch 0: |          | 4867/? [32:10<00:00,  2.52it/s]\nEpoch 0: |          | 4868/? [32:10<00:00,  2.52it/s]\nEpoch 0: |          | 4868/? [32:10<00:00,  2.52it/s]\nEpoch 0: |          | 4869/? [32:11<00:00,  2.52it/s]\nEpoch 0: |          | 4869/? [32:11<00:00,  2.52it/s]\nEpoch 0: |          | 4870/? [32:11<00:00,  2.52it/s]\nEpoch 0: |          | 4870/? [32:11<00:00,  2.52it/s]\nEpoch 0: |          | 4871/? [32:11<00:00,  2.52it/s]\nEpoch 0: |          | 4871/? [32:11<00:00,  2.52it/s]\nEpoch 0: |          | 4872/? [32:12<00:00,  2.52it/s]\nEpoch 0: |          | 4872/? [32:12<00:00,  2.52it/s]\nEpoch 0: |          | 4873/? [32:12<00:00,  2.52it/s]\nEpoch 0: |          | 4873/? [32:12<00:00,  2.52it/s]\nEpoch 0: |          | 4874/? [32:12<00:00,  2.52it/s]\nEpoch 0: |          | 4874/? [32:12<00:00,  2.52it/s]\nEpoch 0: |          | 4875/? [32:13<00:00,  2.52it/s]\nEpoch 0: |          | 4875/? [32:13<00:00,  2.52it/s]\nEpoch 0: |          | 4876/? [32:13<00:00,  2.52it/s]\nEpoch 0: |          | 4876/? [32:13<00:00,  2.52it/s]\nEpoch 0: |          | 4877/? [32:14<00:00,  2.52it/s]\nEpoch 0: |          | 4877/? [32:14<00:00,  2.52it/s]\nEpoch 0: |          | 4878/? [32:14<00:00,  2.52it/s]\nEpoch 0: |          | 4878/? [32:14<00:00,  2.52it/s]\nEpoch 0: |          | 4879/? [32:14<00:00,  2.52it/s]\nEpoch 0: |          | 4879/? [32:14<00:00,  2.52it/s]\nEpoch 0: |          | 4880/? [32:15<00:00,  2.52it/s]\nEpoch 0: |          | 4880/? [32:15<00:00,  2.52it/s]\nEpoch 0: |          | 4881/? [32:15<00:00,  2.52it/s]\nEpoch 0: |          | 4881/? [32:15<00:00,  2.52it/s]\nEpoch 0: |          | 4882/? [32:15<00:00,  2.52it/s]\nEpoch 0: |          | 4882/? [32:15<00:00,  2.52it/s]\nEpoch 0: |          | 4883/? [32:16<00:00,  2.52it/s]\nEpoch 0: |          | 4883/? [32:16<00:00,  2.52it/s]\nEpoch 0: |          | 4884/? [32:16<00:00,  2.52it/s]\nEpoch 0: |          | 4884/? [32:16<00:00,  2.52it/s]\nEpoch 0: |          | 4885/? [32:17<00:00,  2.52it/s]\nEpoch 0: |          | 4885/? [32:17<00:00,  2.52it/s]\nEpoch 0: |          | 4886/? [32:17<00:00,  2.52it/s]\nEpoch 0: |          | 4886/? [32:17<00:00,  2.52it/s]\nEpoch 0: |          | 4887/? [32:17<00:00,  2.52it/s]\nEpoch 0: |          | 4887/? [32:17<00:00,  2.52it/s]\nEpoch 0: |          | 4888/? [32:18<00:00,  2.52it/s]\nEpoch 0: |          | 4888/? [32:18<00:00,  2.52it/s]\nEpoch 0: |          | 4889/? [32:18<00:00,  2.52it/s]\nEpoch 0: |          | 4889/? [32:18<00:00,  2.52it/s]\nEpoch 0: |          | 4890/? [32:18<00:00,  2.52it/s]\nEpoch 0: |          | 4890/? [32:18<00:00,  2.52it/s]\nEpoch 0: |          | 4891/? [32:19<00:00,  2.52it/s]\nEpoch 0: |          | 4891/? [32:19<00:00,  2.52it/s]\nEpoch 0: |          | 4892/? [32:19<00:00,  2.52it/s]\nEpoch 0: |          | 4892/? [32:19<00:00,  2.52it/s]\nEpoch 0: |          | 4893/? [32:20<00:00,  2.52it/s]\nEpoch 0: |          | 4893/? [32:20<00:00,  2.52it/s]\nEpoch 0: |          | 4894/? [32:20<00:00,  2.52it/s]\nEpoch 0: |          | 4894/? [32:20<00:00,  2.52it/s]\nEpoch 0: |          | 4895/? [32:20<00:00,  2.52it/s]\nEpoch 0: |          | 4895/? [32:20<00:00,  2.52it/s]\nEpoch 0: |          | 4896/? [32:21<00:00,  2.52it/s]\nEpoch 0: |          | 4896/? [32:21<00:00,  2.52it/s]\nEpoch 0: |          | 4897/? [32:21<00:00,  2.52it/s]\nEpoch 0: |          | 4897/? [32:21<00:00,  2.52it/s]\nEpoch 0: |          | 4898/? [32:21<00:00,  2.52it/s]\nEpoch 0: |          | 4898/? [32:21<00:00,  2.52it/s]\nEpoch 0: |          | 4899/? [32:22<00:00,  2.52it/s]\nEpoch 0: |          | 4899/? [32:22<00:00,  2.52it/s]\nEpoch 0: |          | 4900/? [32:22<00:00,  2.52it/s]\nEpoch 0: |          | 4900/? [32:22<00:00,  2.52it/s]\nEpoch 0: |          | 4901/? [32:23<00:00,  2.52it/s]\nEpoch 0: |          | 4901/? [32:23<00:00,  2.52it/s]\nEpoch 0: |          | 4902/? [32:23<00:00,  2.52it/s]\nEpoch 0: |          | 4902/? [32:23<00:00,  2.52it/s]\nEpoch 0: |          | 4903/? [32:23<00:00,  2.52it/s]\nEpoch 0: |          | 4903/? [32:23<00:00,  2.52it/s]\nEpoch 0: |          | 4904/? [32:24<00:00,  2.52it/s]\nEpoch 0: |          | 4904/? [32:24<00:00,  2.52it/s]\nEpoch 0: |          | 4905/? [32:24<00:00,  2.52it/s]\nEpoch 0: |          | 4905/? [32:24<00:00,  2.52it/s]\nEpoch 0: |          | 4906/? [32:24<00:00,  2.52it/s]\nEpoch 0: |          | 4906/? [32:24<00:00,  2.52it/s]\nEpoch 0: |          | 4907/? [32:25<00:00,  2.52it/s]\nEpoch 0: |          | 4907/? [32:25<00:00,  2.52it/s]\nEpoch 0: |          | 4908/? [32:25<00:00,  2.52it/s]\nEpoch 0: |          | 4908/? [32:25<00:00,  2.52it/s]\nEpoch 0: |          | 4909/? [32:25<00:00,  2.52it/s]\nEpoch 0: |          | 4909/? [32:25<00:00,  2.52it/s]\nEpoch 0: |          | 4910/? [32:26<00:00,  2.52it/s]\nEpoch 0: |          | 4910/? [32:26<00:00,  2.52it/s]\nEpoch 0: |          | 4911/? [32:26<00:00,  2.52it/s]\nEpoch 0: |          | 4911/? [32:26<00:00,  2.52it/s]\nEpoch 0: |          | 4912/? [32:27<00:00,  2.52it/s]\nEpoch 0: |          | 4912/? [32:27<00:00,  2.52it/s]\nEpoch 0: |          | 4913/? [32:27<00:00,  2.52it/s]\nEpoch 0: |          | 4913/? [32:27<00:00,  2.52it/s]\nEpoch 0: |          | 4914/? [32:27<00:00,  2.52it/s]\nEpoch 0: |          | 4914/? [32:27<00:00,  2.52it/s]\nEpoch 0: |          | 4915/? [32:28<00:00,  2.52it/s]\nEpoch 0: |          | 4915/? [32:28<00:00,  2.52it/s]\nEpoch 0: |          | 4916/? [32:28<00:00,  2.52it/s]\nEpoch 0: |          | 4916/? [32:28<00:00,  2.52it/s]\nEpoch 0: |          | 4917/? [32:28<00:00,  2.52it/s]\nEpoch 0: |          | 4917/? [32:28<00:00,  2.52it/s]\nEpoch 0: |          | 4918/? [32:29<00:00,  2.52it/s]\nEpoch 0: |          | 4918/? [32:29<00:00,  2.52it/s]\nEpoch 0: |          | 4919/? [32:29<00:00,  2.52it/s]\nEpoch 0: |          | 4919/? [32:29<00:00,  2.52it/s]\nEpoch 0: |          | 4920/? [32:30<00:00,  2.52it/s]\nEpoch 0: |          | 4920/? [32:30<00:00,  2.52it/s]\nEpoch 0: |          | 4921/? [32:30<00:00,  2.52it/s]\nEpoch 0: |          | 4921/? [32:30<00:00,  2.52it/s]\nEpoch 0: |          | 4922/? [32:30<00:00,  2.52it/s]\nEpoch 0: |          | 4922/? [32:30<00:00,  2.52it/s]\nEpoch 0: |          | 4923/? [32:31<00:00,  2.52it/s]\nEpoch 0: |          | 4923/? [32:31<00:00,  2.52it/s]\nEpoch 0: |          | 4924/? [32:31<00:00,  2.52it/s]\nEpoch 0: |          | 4924/? [32:31<00:00,  2.52it/s]\nEpoch 0: |          | 4925/? [32:31<00:00,  2.52it/s]\nEpoch 0: |          | 4925/? [32:31<00:00,  2.52it/s]\nEpoch 0: |          | 4926/? [32:32<00:00,  2.52it/s]\nEpoch 0: |          | 4926/? [32:32<00:00,  2.52it/s]\nEpoch 0: |          | 4927/? [32:32<00:00,  2.52it/s]\nEpoch 0: |          | 4927/? [32:32<00:00,  2.52it/s]\nEpoch 0: |          | 4928/? [32:33<00:00,  2.52it/s]\nEpoch 0: |          | 4928/? [32:33<00:00,  2.52it/s]\nEpoch 0: |          | 4929/? [32:33<00:00,  2.52it/s]\nEpoch 0: |          | 4929/? [32:33<00:00,  2.52it/s]\nEpoch 0: |          | 4930/? [32:33<00:00,  2.52it/s]\nEpoch 0: |          | 4930/? [32:33<00:00,  2.52it/s]\nEpoch 0: |          | 4931/? [32:34<00:00,  2.52it/s]\nEpoch 0: |          | 4931/? [32:34<00:00,  2.52it/s]\nEpoch 0: |          | 4932/? [32:34<00:00,  2.52it/s]\nEpoch 0: |          | 4932/? [32:34<00:00,  2.52it/s]\nEpoch 0: |          | 4933/? [32:34<00:00,  2.52it/s]\nEpoch 0: |          | 4933/? [32:34<00:00,  2.52it/s]\nEpoch 0: |          | 4934/? [32:35<00:00,  2.52it/s]\nEpoch 0: |          | 4934/? [32:35<00:00,  2.52it/s]\nEpoch 0: |          | 4935/? [32:35<00:00,  2.52it/s]\nEpoch 0: |          | 4935/? [32:35<00:00,  2.52it/s]\nEpoch 0: |          | 4936/? [32:36<00:00,  2.52it/s]\nEpoch 0: |          | 4936/? [32:36<00:00,  2.52it/s]\nEpoch 0: |          | 4937/? [32:36<00:00,  2.52it/s]\nEpoch 0: |          | 4937/? [32:36<00:00,  2.52it/s]\nEpoch 0: |          | 4938/? [32:36<00:00,  2.52it/s]\nEpoch 0: |          | 4938/? [32:36<00:00,  2.52it/s]\nEpoch 0: |          | 4939/? [32:37<00:00,  2.52it/s]\nEpoch 0: |          | 4939/? [32:37<00:00,  2.52it/s]\nEpoch 0: |          | 4940/? [32:37<00:00,  2.52it/s]\nEpoch 0: |          | 4940/? [32:37<00:00,  2.52it/s]\nEpoch 0: |          | 4941/? [32:37<00:00,  2.52it/s]\nEpoch 0: |          | 4941/? [32:37<00:00,  2.52it/s]\nEpoch 0: |          | 4942/? [32:38<00:00,  2.52it/s]\nEpoch 0: |          | 4942/? [32:38<00:00,  2.52it/s]\nEpoch 0: |          | 4943/? [32:38<00:00,  2.52it/s]\nEpoch 0: |          | 4943/? [32:38<00:00,  2.52it/s]\nEpoch 0: |          | 4944/? [32:39<00:00,  2.52it/s]\nEpoch 0: |          | 4944/? [32:39<00:00,  2.52it/s]\nEpoch 0: |          | 4945/? [32:39<00:00,  2.52it/s]\nEpoch 0: |          | 4945/? [32:39<00:00,  2.52it/s]\nEpoch 0: |          | 4946/? [32:39<00:00,  2.52it/s]\nEpoch 0: |          | 4946/? [32:39<00:00,  2.52it/s]\nEpoch 0: |          | 4947/? [32:40<00:00,  2.52it/s]\nEpoch 0: |          | 4947/? [32:40<00:00,  2.52it/s]\nEpoch 0: |          | 4948/? [32:40<00:00,  2.52it/s]\nEpoch 0: |          | 4948/? [32:40<00:00,  2.52it/s]\nEpoch 0: |          | 4949/? [32:40<00:00,  2.52it/s]\nEpoch 0: |          | 4949/? [32:40<00:00,  2.52it/s]\nEpoch 0: |          | 4950/? [32:41<00:00,  2.52it/s]\nEpoch 0: |          | 4950/? [32:41<00:00,  2.52it/s]\nEpoch 0: |          | 4951/? [32:41<00:00,  2.52it/s]\nEpoch 0: |          | 4951/? [32:41<00:00,  2.52it/s]\nEpoch 0: |          | 4952/? [32:41<00:00,  2.52it/s]\nEpoch 0: |          | 4952/? [32:41<00:00,  2.52it/s]\nEpoch 0: |          | 4953/? [32:42<00:00,  2.52it/s]\nEpoch 0: |          | 4953/? [32:42<00:00,  2.52it/s]\nEpoch 0: |          | 4954/? [32:42<00:00,  2.52it/s]\nEpoch 0: |          | 4954/? [32:42<00:00,  2.52it/s]\nEpoch 0: |          | 4955/? [32:43<00:00,  2.52it/s]\nEpoch 0: |          | 4955/? [32:43<00:00,  2.52it/s]\nEpoch 0: |          | 4956/? [32:43<00:00,  2.52it/s]\nEpoch 0: |          | 4956/? [32:43<00:00,  2.52it/s]\nEpoch 0: |          | 4957/? [32:43<00:00,  2.52it/s]\nEpoch 0: |          | 4957/? [32:43<00:00,  2.52it/s]\nEpoch 0: |          | 4958/? [32:44<00:00,  2.52it/s]\nEpoch 0: |          | 4958/? [32:44<00:00,  2.52it/s]\nEpoch 0: |          | 4959/? [32:44<00:00,  2.52it/s]\nEpoch 0: |          | 4959/? [32:44<00:00,  2.52it/s]\nEpoch 0: |          | 4960/? [32:44<00:00,  2.52it/s]\nEpoch 0: |          | 4960/? [32:44<00:00,  2.52it/s]\nEpoch 0: |          | 4961/? [32:45<00:00,  2.52it/s]\nEpoch 0: |          | 4961/? [32:45<00:00,  2.52it/s]\nEpoch 0: |          | 4962/? [32:45<00:00,  2.52it/s]\nEpoch 0: |          | 4962/? [32:45<00:00,  2.52it/s]\nEpoch 0: |          | 4963/? [32:46<00:00,  2.52it/s]\nEpoch 0: |          | 4963/? [32:46<00:00,  2.52it/s]\nEpoch 0: |          | 4964/? [32:46<00:00,  2.52it/s]\nEpoch 0: |          | 4964/? [32:46<00:00,  2.52it/s]\nEpoch 0: |          | 4965/? [32:46<00:00,  2.52it/s]\nEpoch 0: |          | 4965/? [32:46<00:00,  2.52it/s]\nEpoch 0: |          | 4966/? [32:47<00:00,  2.52it/s]\nEpoch 0: |          | 4966/? [32:47<00:00,  2.52it/s]\nEpoch 0: |          | 4967/? [32:47<00:00,  2.52it/s]\nEpoch 0: |          | 4967/? [32:47<00:00,  2.52it/s]\nEpoch 0: |          | 4968/? [32:47<00:00,  2.52it/s]\nEpoch 0: |          | 4968/? [32:47<00:00,  2.52it/s]\nEpoch 0: |          | 4969/? [32:48<00:00,  2.52it/s]\nEpoch 0: |          | 4969/? [32:48<00:00,  2.52it/s]\nEpoch 0: |          | 4970/? [32:48<00:00,  2.52it/s]\nEpoch 0: |          | 4970/? [32:48<00:00,  2.52it/s]\nEpoch 0: |          | 4971/? [32:49<00:00,  2.52it/s]\nEpoch 0: |          | 4971/? [32:49<00:00,  2.52it/s]\nEpoch 0: |          | 4972/? [32:49<00:00,  2.52it/s]\nEpoch 0: |          | 4972/? [32:49<00:00,  2.52it/s]\nEpoch 0: |          | 4973/? [32:49<00:00,  2.52it/s]\nEpoch 0: |          | 4973/? [32:49<00:00,  2.52it/s]\nEpoch 0: |          | 4974/? [32:50<00:00,  2.52it/s]\nEpoch 0: |          | 4974/? [32:50<00:00,  2.52it/s]\nEpoch 0: |          | 4975/? [32:50<00:00,  2.52it/s]\nEpoch 0: |          | 4975/? [32:50<00:00,  2.52it/s]\nEpoch 0: |          | 4976/? [32:50<00:00,  2.52it/s]\nEpoch 0: |          | 4976/? [32:50<00:00,  2.52it/s]\nEpoch 0: |          | 4977/? [32:51<00:00,  2.52it/s]\nEpoch 0: |          | 4977/? [32:51<00:00,  2.52it/s]\nEpoch 0: |          | 4978/? [32:51<00:00,  2.52it/s]\nEpoch 0: |          | 4978/? [32:51<00:00,  2.52it/s]\nEpoch 0: |          | 4979/? [32:52<00:00,  2.52it/s]\nEpoch 0: |          | 4979/? [32:52<00:00,  2.52it/s]\nEpoch 0: |          | 4980/? [32:52<00:00,  2.52it/s]\nEpoch 0: |          | 4980/? [32:52<00:00,  2.52it/s]\nEpoch 0: |          | 4981/? [32:52<00:00,  2.52it/s]\nEpoch 0: |          | 4981/? [32:52<00:00,  2.52it/s]\nEpoch 0: |          | 4982/? [32:53<00:00,  2.52it/s]\nEpoch 0: |          | 4982/? [32:53<00:00,  2.52it/s]\nEpoch 0: |          | 4983/? [32:53<00:00,  2.52it/s]\nEpoch 0: |          | 4983/? [32:53<00:00,  2.52it/s]\nEpoch 0: |          | 4984/? [32:53<00:00,  2.52it/s]\nEpoch 0: |          | 4984/? [32:53<00:00,  2.52it/s]\nEpoch 0: |          | 4985/? [32:54<00:00,  2.53it/s]\nEpoch 0: |          | 4985/? [32:54<00:00,  2.53it/s]\nEpoch 0: |          | 4986/? [32:54<00:00,  2.53it/s]\nEpoch 0: |          | 4986/? [32:54<00:00,  2.53it/s]\nEpoch 0: |          | 4987/? [32:54<00:00,  2.53it/s]\nEpoch 0: |          | 4987/? [32:54<00:00,  2.53it/s]\nEpoch 0: |          | 4988/? [32:55<00:00,  2.53it/s]\nEpoch 0: |          | 4988/? [32:55<00:00,  2.53it/s]\nEpoch 0: |          | 4989/? [32:55<00:00,  2.53it/s]\nEpoch 0: |          | 4989/? [32:55<00:00,  2.53it/s]\nEpoch 0: |          | 4990/? [32:56<00:00,  2.53it/s]\nEpoch 0: |          | 4990/? [32:56<00:00,  2.53it/s]\nEpoch 0: |          | 4991/? [32:56<00:00,  2.53it/s]\nEpoch 0: |          | 4991/? [32:56<00:00,  2.53it/s]\nEpoch 0: |          | 4992/? [32:56<00:00,  2.53it/s]\nEpoch 0: |          | 4992/? [32:56<00:00,  2.53it/s]\nEpoch 0: |          | 4993/? [32:57<00:00,  2.53it/s]\nEpoch 0: |          | 4993/? [32:57<00:00,  2.53it/s]\nEpoch 0: |          | 4994/? [32:57<00:00,  2.53it/s]\nEpoch 0: |          | 4994/? [32:57<00:00,  2.53it/s]\nEpoch 0: |          | 4995/? [32:57<00:00,  2.53it/s]\nEpoch 0: |          | 4995/? [32:57<00:00,  2.53it/s]\nEpoch 0: |          | 4996/? [32:58<00:00,  2.53it/s]\nEpoch 0: |          | 4996/? [32:58<00:00,  2.53it/s]\nEpoch 0: |          | 4997/? [32:58<00:00,  2.53it/s]\nEpoch 0: |          | 4997/? [32:58<00:00,  2.53it/s]\nEpoch 0: |          | 4998/? [32:59<00:00,  2.53it/s]\nEpoch 0: |          | 4998/? [32:59<00:00,  2.53it/s]\nEpoch 0: |          | 4999/? [32:59<00:00,  2.53it/s]\nEpoch 0: |          | 4999/? [32:59<00:00,  2.53it/s]\nEpoch 0: |          | 5000/? [32:59<00:00,  2.53it/s]\nEpoch 0: |          | 5000/? [32:59<00:00,  2.53it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.16it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.68it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.61it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.62it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 5000/? [33:00<00:00,  2.52it/s]\nEpoch 0: |          | 5001/? [33:00<00:00,  2.53it/s]\nEpoch 0: |          | 5001/? [33:00<00:00,  2.53it/s]\nEpoch 0: |          | 5002/? [33:00<00:00,  2.53it/s]\nEpoch 0: |          | 5002/? [33:00<00:00,  2.53it/s]\nEpoch 0: |          | 5003/? [33:01<00:00,  2.52it/s]\nEpoch 0: |          | 5003/? [33:01<00:00,  2.52it/s]\nEpoch 0: |          | 5004/? [33:01<00:00,  2.53it/s]\nEpoch 0: |          | 5004/? [33:01<00:00,  2.53it/s]\nEpoch 0: |          | 5005/? [33:02<00:00,  2.53it/s]\nEpoch 0: |          | 5005/? [33:02<00:00,  2.53it/s]\nEpoch 0: |          | 5006/? [33:02<00:00,  2.53it/s]\nEpoch 0: |          | 5006/? [33:02<00:00,  2.53it/s]\nEpoch 0: |          | 5007/? [33:02<00:00,  2.53it/s]\nEpoch 0: |          | 5007/? [33:02<00:00,  2.53it/s]\nEpoch 0: |          | 5008/? [33:02<00:00,  2.53it/s]\nEpoch 0: |          | 5008/? [33:02<00:00,  2.53it/s]\nEpoch 0: |          | 5009/? [33:03<00:00,  2.53it/s]\nEpoch 0: |          | 5009/? [33:03<00:00,  2.53it/s]\nEpoch 0: |          | 5010/? [33:03<00:00,  2.53it/s]\nEpoch 0: |          | 5010/? [33:03<00:00,  2.53it/s]\nEpoch 0: |          | 5011/? [33:03<00:00,  2.53it/s]\nEpoch 0: |          | 5011/? [33:03<00:00,  2.53it/s]\nEpoch 0: |          | 5012/? [33:04<00:00,  2.53it/s]\nEpoch 0: |          | 5012/? [33:04<00:00,  2.53it/s]\nEpoch 0: |          | 5013/? [33:04<00:00,  2.53it/s]\nEpoch 0: |          | 5013/? [33:04<00:00,  2.53it/s]\nEpoch 0: |          | 5014/? [33:04<00:00,  2.53it/s]\nEpoch 0: |          | 5014/? [33:04<00:00,  2.53it/s]\nEpoch 0: |          | 5015/? [33:05<00:00,  2.53it/s]\nEpoch 0: |          | 5015/? [33:05<00:00,  2.53it/s]\nEpoch 0: |          | 5016/? [33:05<00:00,  2.53it/s]\nEpoch 0: |          | 5016/? [33:05<00:00,  2.53it/s]\nEpoch 0: |          | 5017/? [33:05<00:00,  2.53it/s]\nEpoch 0: |          | 5017/? [33:05<00:00,  2.53it/s]\nEpoch 0: |          | 5018/? [33:06<00:00,  2.53it/s]\nEpoch 0: |          | 5018/? [33:06<00:00,  2.53it/s]\nEpoch 0: |          | 5019/? [33:06<00:00,  2.53it/s]\nEpoch 0: |          | 5019/? [33:06<00:00,  2.53it/s]\nEpoch 0: |          | 5020/? [33:06<00:00,  2.53it/s]\nEpoch 0: |          | 5020/? [33:06<00:00,  2.53it/s]\nEpoch 0: |          | 5021/? [33:07<00:00,  2.53it/s]\nEpoch 0: |          | 5021/? [33:07<00:00,  2.53it/s]\nEpoch 0: |          | 5022/? [33:07<00:00,  2.53it/s]\nEpoch 0: |          | 5022/? [33:07<00:00,  2.53it/s]\nEpoch 0: |          | 5023/? [33:07<00:00,  2.53it/s]\nEpoch 0: |          | 5023/? [33:07<00:00,  2.53it/s]\nEpoch 0: |          | 5024/? [33:07<00:00,  2.53it/s]\nEpoch 0: |          | 5024/? [33:07<00:00,  2.53it/s]\nEpoch 0: |          | 5025/? [33:08<00:00,  2.53it/s]\nEpoch 0: |          | 5025/? [33:08<00:00,  2.53it/s]\nEpoch 0: |          | 5026/? [33:08<00:00,  2.53it/s]\nEpoch 0: |          | 5026/? [33:08<00:00,  2.53it/s]\nEpoch 0: |          | 5027/? [33:08<00:00,  2.53it/s]\nEpoch 0: |          | 5027/? [33:08<00:00,  2.53it/s]\nEpoch 0: |          | 5028/? [33:09<00:00,  2.53it/s]\nEpoch 0: |          | 5028/? [33:09<00:00,  2.53it/s]\nEpoch 0: |          | 5029/? [33:09<00:00,  2.53it/s]\nEpoch 0: |          | 5029/? [33:09<00:00,  2.53it/s]\nEpoch 0: |          | 5030/? [33:09<00:00,  2.53it/s]\nEpoch 0: |          | 5030/? [33:09<00:00,  2.53it/s]\nEpoch 0: |          | 5031/? [33:10<00:00,  2.53it/s]\nEpoch 0: |          | 5031/? [33:10<00:00,  2.53it/s]\nEpoch 0: |          | 5032/? [33:10<00:00,  2.53it/s]\nEpoch 0: |          | 5032/? [33:10<00:00,  2.53it/s]\nEpoch 0: |          | 5033/? [33:10<00:00,  2.53it/s]\nEpoch 0: |          | 5033/? [33:10<00:00,  2.53it/s]\nEpoch 0: |          | 5034/? [33:11<00:00,  2.53it/s]\nEpoch 0: |          | 5034/? [33:11<00:00,  2.53it/s]\nEpoch 0: |          | 5035/? [33:11<00:00,  2.53it/s]\nEpoch 0: |          | 5035/? [33:11<00:00,  2.53it/s]\nEpoch 0: |          | 5036/? [33:11<00:00,  2.53it/s]\nEpoch 0: |          | 5036/? [33:11<00:00,  2.53it/s]\nEpoch 0: |          | 5037/? [33:11<00:00,  2.53it/s]\nEpoch 0: |          | 5037/? [33:11<00:00,  2.53it/s]\nEpoch 0: |          | 5038/? [33:12<00:00,  2.53it/s]\nEpoch 0: |          | 5038/? [33:12<00:00,  2.53it/s]\nEpoch 0: |          | 5039/? [33:12<00:00,  2.53it/s]\nEpoch 0: |          | 5039/? [33:12<00:00,  2.53it/s]\nEpoch 0: |          | 5040/? [33:12<00:00,  2.53it/s]\nEpoch 0: |          | 5040/? [33:12<00:00,  2.53it/s]\nEpoch 0: |          | 5041/? [33:13<00:00,  2.53it/s]\nEpoch 0: |          | 5041/? [33:13<00:00,  2.53it/s]\nEpoch 0: |          | 5042/? [33:13<00:00,  2.53it/s]\nEpoch 0: |          | 5042/? [33:13<00:00,  2.53it/s]\nEpoch 0: |          | 5043/? [33:13<00:00,  2.53it/s]\nEpoch 0: |          | 5043/? [33:13<00:00,  2.53it/s]\nEpoch 0: |          | 5044/? [33:14<00:00,  2.53it/s]\nEpoch 0: |          | 5044/? [33:14<00:00,  2.53it/s]\nEpoch 0: |          | 5045/? [33:14<00:00,  2.53it/s]\nEpoch 0: |          | 5045/? [33:14<00:00,  2.53it/s]\nEpoch 0: |          | 5046/? [33:14<00:00,  2.53it/s]\nEpoch 0: |          | 5046/? [33:14<00:00,  2.53it/s]\nEpoch 0: |          | 5047/? [33:15<00:00,  2.53it/s]\nEpoch 0: |          | 5047/? [33:15<00:00,  2.53it/s]\nEpoch 0: |          | 5048/? [33:15<00:00,  2.53it/s]\nEpoch 0: |          | 5048/? [33:15<00:00,  2.53it/s]\nEpoch 0: |          | 5049/? [33:15<00:00,  2.53it/s]\nEpoch 0: |          | 5049/? [33:15<00:00,  2.53it/s]\nEpoch 0: |          | 5050/? [33:15<00:00,  2.53it/s]\nEpoch 0: |          | 5050/? [33:15<00:00,  2.53it/s]\nEpoch 0: |          | 5051/? [33:16<00:00,  2.53it/s]\nEpoch 0: |          | 5051/? [33:16<00:00,  2.53it/s]\nEpoch 0: |          | 5052/? [33:16<00:00,  2.53it/s]\nEpoch 0: |          | 5052/? [33:16<00:00,  2.53it/s]\nEpoch 0: |          | 5053/? [33:16<00:00,  2.53it/s]\nEpoch 0: |          | 5053/? [33:16<00:00,  2.53it/s]\nEpoch 0: |          | 5054/? [33:17<00:00,  2.53it/s]\nEpoch 0: |          | 5054/? [33:17<00:00,  2.53it/s]\nEpoch 0: |          | 5055/? [33:17<00:00,  2.53it/s]\nEpoch 0: |          | 5055/? [33:17<00:00,  2.53it/s]\nEpoch 0: |          | 5056/? [33:17<00:00,  2.53it/s]\nEpoch 0: |          | 5056/? [33:17<00:00,  2.53it/s]\nEpoch 0: |          | 5057/? [33:18<00:00,  2.53it/s]\nEpoch 0: |          | 5057/? [33:18<00:00,  2.53it/s]\nEpoch 0: |          | 5058/? [33:18<00:00,  2.53it/s]\nEpoch 0: |          | 5058/? [33:18<00:00,  2.53it/s]\nEpoch 0: |          | 5059/? [33:18<00:00,  2.53it/s]\nEpoch 0: |          | 5059/? [33:18<00:00,  2.53it/s]\nEpoch 0: |          | 5060/? [33:18<00:00,  2.53it/s]\nEpoch 0: |          | 5060/? [33:18<00:00,  2.53it/s]\nEpoch 0: |          | 5061/? [33:19<00:00,  2.53it/s]\nEpoch 0: |          | 5061/? [33:19<00:00,  2.53it/s]\nEpoch 0: |          | 5062/? [33:19<00:00,  2.53it/s]\nEpoch 0: |          | 5062/? [33:19<00:00,  2.53it/s]\nEpoch 0: |          | 5063/? [33:19<00:00,  2.53it/s]\nEpoch 0: |          | 5063/? [33:19<00:00,  2.53it/s]\nEpoch 0: |          | 5064/? [33:20<00:00,  2.53it/s]\nEpoch 0: |          | 5064/? [33:20<00:00,  2.53it/s]\nEpoch 0: |          | 5065/? [33:20<00:00,  2.53it/s]\nEpoch 0: |          | 5065/? [33:20<00:00,  2.53it/s]\nEpoch 0: |          | 5066/? [33:20<00:00,  2.53it/s]\nEpoch 0: |          | 5066/? [33:20<00:00,  2.53it/s]\nEpoch 0: |          | 5067/? [33:21<00:00,  2.53it/s]\nEpoch 0: |          | 5067/? [33:21<00:00,  2.53it/s]\nEpoch 0: |          | 5068/? [33:21<00:00,  2.53it/s]\nEpoch 0: |          | 5068/? [33:21<00:00,  2.53it/s]\nEpoch 0: |          | 5069/? [33:21<00:00,  2.53it/s]\nEpoch 0: |          | 5069/? [33:21<00:00,  2.53it/s]\nEpoch 0: |          | 5070/? [33:21<00:00,  2.53it/s]\nEpoch 0: |          | 5070/? [33:21<00:00,  2.53it/s]\nEpoch 0: |          | 5071/? [33:22<00:00,  2.53it/s]\nEpoch 0: |          | 5071/? [33:22<00:00,  2.53it/s]\nEpoch 0: |          | 5072/? [33:22<00:00,  2.53it/s]\nEpoch 0: |          | 5072/? [33:22<00:00,  2.53it/s]\nEpoch 0: |          | 5073/? [33:22<00:00,  2.53it/s]\nEpoch 0: |          | 5073/? [33:22<00:00,  2.53it/s]\nEpoch 0: |          | 5074/? [33:23<00:00,  2.53it/s]\nEpoch 0: |          | 5074/? [33:23<00:00,  2.53it/s]\nEpoch 0: |          | 5075/? [33:23<00:00,  2.53it/s]\nEpoch 0: |          | 5075/? [33:23<00:00,  2.53it/s]\nEpoch 0: |          | 5076/? [33:23<00:00,  2.53it/s]\nEpoch 0: |          | 5076/? [33:23<00:00,  2.53it/s]\nEpoch 0: |          | 5077/? [33:24<00:00,  2.53it/s]\nEpoch 0: |          | 5077/? [33:24<00:00,  2.53it/s]\nEpoch 0: |          | 5078/? [33:24<00:00,  2.53it/s]\nEpoch 0: |          | 5078/? [33:24<00:00,  2.53it/s]\nEpoch 0: |          | 5079/? [33:24<00:00,  2.53it/s]\nEpoch 0: |          | 5079/? [33:24<00:00,  2.53it/s]\nEpoch 0: |          | 5080/? [33:25<00:00,  2.53it/s]\nEpoch 0: |          | 5080/? [33:25<00:00,  2.53it/s]\nEpoch 0: |          | 5081/? [33:25<00:00,  2.53it/s]\nEpoch 0: |          | 5081/? [33:25<00:00,  2.53it/s]\nEpoch 0: |          | 5082/? [33:25<00:00,  2.53it/s]\nEpoch 0: |          | 5082/? [33:25<00:00,  2.53it/s]\nEpoch 0: |          | 5083/? [33:26<00:00,  2.53it/s]\nEpoch 0: |          | 5083/? [33:26<00:00,  2.53it/s]\nEpoch 0: |          | 5084/? [33:26<00:00,  2.53it/s]\nEpoch 0: |          | 5084/? [33:26<00:00,  2.53it/s]\nEpoch 0: |          | 5085/? [33:26<00:00,  2.53it/s]\nEpoch 0: |          | 5085/? [33:26<00:00,  2.53it/s]\nEpoch 0: |          | 5086/? [33:26<00:00,  2.53it/s]\nEpoch 0: |          | 5086/? [33:26<00:00,  2.53it/s]\nEpoch 0: |          | 5087/? [33:27<00:00,  2.53it/s]\nEpoch 0: |          | 5087/? [33:27<00:00,  2.53it/s]\nEpoch 0: |          | 5088/? [33:27<00:00,  2.53it/s]\nEpoch 0: |          | 5088/? [33:27<00:00,  2.53it/s]\nEpoch 0: |          | 5089/? [33:27<00:00,  2.53it/s]\nEpoch 0: |          | 5089/? [33:27<00:00,  2.53it/s]\nEpoch 0: |          | 5090/? [33:28<00:00,  2.53it/s]\nEpoch 0: |          | 5090/? [33:28<00:00,  2.53it/s]\nEpoch 0: |          | 5091/? [33:28<00:00,  2.53it/s]\nEpoch 0: |          | 5091/? [33:28<00:00,  2.53it/s]\nEpoch 0: |          | 5092/? [33:28<00:00,  2.53it/s]\nEpoch 0: |          | 5092/? [33:28<00:00,  2.53it/s]\nEpoch 0: |          | 5093/? [33:29<00:00,  2.53it/s]\nEpoch 0: |          | 5093/? [33:29<00:00,  2.53it/s]\nEpoch 0: |          | 5094/? [33:29<00:00,  2.53it/s]\nEpoch 0: |          | 5094/? [33:29<00:00,  2.53it/s]\nEpoch 0: |          | 5095/? [33:29<00:00,  2.54it/s]\nEpoch 0: |          | 5095/? [33:29<00:00,  2.54it/s]\nEpoch 0: |          | 5096/? [33:30<00:00,  2.54it/s]\nEpoch 0: |          | 5096/? [33:30<00:00,  2.54it/s]\nEpoch 0: |          | 5097/? [33:30<00:00,  2.54it/s]\nEpoch 0: |          | 5097/? [33:30<00:00,  2.54it/s]\nEpoch 0: |          | 5098/? [33:30<00:00,  2.54it/s]\nEpoch 0: |          | 5098/? [33:30<00:00,  2.54it/s]\nEpoch 0: |          | 5099/? [33:30<00:00,  2.54it/s]\nEpoch 0: |          | 5099/? [33:30<00:00,  2.54it/s]\nEpoch 0: |          | 5100/? [33:31<00:00,  2.54it/s]\nEpoch 0: |          | 5100/? [33:31<00:00,  2.54it/s]\nEpoch 0: |          | 5101/? [33:31<00:00,  2.54it/s]\nEpoch 0: |          | 5101/? [33:31<00:00,  2.54it/s]\nEpoch 0: |          | 5102/? [33:31<00:00,  2.54it/s]\nEpoch 0: |          | 5102/? [33:31<00:00,  2.54it/s]\nEpoch 0: |          | 5103/? [33:32<00:00,  2.54it/s]\nEpoch 0: |          | 5103/? [33:32<00:00,  2.54it/s]\nEpoch 0: |          | 5104/? [33:32<00:00,  2.54it/s]\nEpoch 0: |          | 5104/? [33:32<00:00,  2.54it/s]\nEpoch 0: |          | 5105/? [33:32<00:00,  2.54it/s]\nEpoch 0: |          | 5105/? [33:32<00:00,  2.54it/s]\nEpoch 0: |          | 5106/? [33:33<00:00,  2.54it/s]\nEpoch 0: |          | 5106/? [33:33<00:00,  2.54it/s]\nEpoch 0: |          | 5107/? [33:33<00:00,  2.54it/s]\nEpoch 0: |          | 5107/? [33:33<00:00,  2.54it/s]\nEpoch 0: |          | 5108/? [33:33<00:00,  2.54it/s]\nEpoch 0: |          | 5108/? [33:33<00:00,  2.54it/s]\nEpoch 0: |          | 5109/? [33:34<00:00,  2.54it/s]\nEpoch 0: |          | 5109/? [33:34<00:00,  2.54it/s]\nEpoch 0: |          | 5110/? [33:34<00:00,  2.54it/s]\nEpoch 0: |          | 5110/? [33:34<00:00,  2.54it/s]\nEpoch 0: |          | 5111/? [33:34<00:00,  2.54it/s]\nEpoch 0: |          | 5111/? [33:34<00:00,  2.54it/s]\nEpoch 0: |          | 5112/? [33:34<00:00,  2.54it/s]\nEpoch 0: |          | 5112/? [33:34<00:00,  2.54it/s]\nEpoch 0: |          | 5113/? [33:35<00:00,  2.54it/s]\nEpoch 0: |          | 5113/? [33:35<00:00,  2.54it/s]\nEpoch 0: |          | 5114/? [33:35<00:00,  2.54it/s]\nEpoch 0: |          | 5114/? [33:35<00:00,  2.54it/s]\nEpoch 0: |          | 5115/? [33:35<00:00,  2.54it/s]\nEpoch 0: |          | 5115/? [33:35<00:00,  2.54it/s]\nEpoch 0: |          | 5116/? [33:36<00:00,  2.54it/s]\nEpoch 0: |          | 5116/? [33:36<00:00,  2.54it/s]\nEpoch 0: |          | 5117/? [33:36<00:00,  2.54it/s]\nEpoch 0: |          | 5117/? [33:36<00:00,  2.54it/s]\nEpoch 0: |          | 5118/? [33:36<00:00,  2.54it/s]\nEpoch 0: |          | 5118/? [33:36<00:00,  2.54it/s]\nEpoch 0: |          | 5119/? [33:37<00:00,  2.54it/s]\nEpoch 0: |          | 5119/? [33:37<00:00,  2.54it/s]\nEpoch 0: |          | 5120/? [33:37<00:00,  2.54it/s]\nEpoch 0: |          | 5120/? [33:37<00:00,  2.54it/s]\nEpoch 0: |          | 5121/? [33:37<00:00,  2.54it/s]\nEpoch 0: |          | 5121/? [33:37<00:00,  2.54it/s]\nEpoch 0: |          | 5122/? [33:37<00:00,  2.54it/s]\nEpoch 0: |          | 5122/? [33:37<00:00,  2.54it/s]\nEpoch 0: |          | 5123/? [33:38<00:00,  2.54it/s]\nEpoch 0: |          | 5123/? [33:38<00:00,  2.54it/s]\nEpoch 0: |          | 5124/? [33:38<00:00,  2.54it/s]\nEpoch 0: |          | 5124/? [33:38<00:00,  2.54it/s]\nEpoch 0: |          | 5125/? [33:38<00:00,  2.54it/s]\nEpoch 0: |          | 5125/? [33:38<00:00,  2.54it/s]\nEpoch 0: |          | 5126/? [33:39<00:00,  2.54it/s]\nEpoch 0: |          | 5126/? [33:39<00:00,  2.54it/s]\nEpoch 0: |          | 5127/? [33:39<00:00,  2.54it/s]\nEpoch 0: |          | 5127/? [33:39<00:00,  2.54it/s]\nEpoch 0: |          | 5128/? [33:39<00:00,  2.54it/s]\nEpoch 0: |          | 5128/? [33:39<00:00,  2.54it/s]\nEpoch 0: |          | 5129/? [33:40<00:00,  2.54it/s]\nEpoch 0: |          | 5129/? [33:40<00:00,  2.54it/s]\nEpoch 0: |          | 5130/? [33:40<00:00,  2.54it/s]\nEpoch 0: |          | 5130/? [33:40<00:00,  2.54it/s]\nEpoch 0: |          | 5131/? [33:40<00:00,  2.54it/s]\nEpoch 0: |          | 5131/? [33:40<00:00,  2.54it/s]\nEpoch 0: |          | 5132/? [33:40<00:00,  2.54it/s]\nEpoch 0: |          | 5132/? [33:40<00:00,  2.54it/s]\nEpoch 0: |          | 5133/? [33:41<00:00,  2.54it/s]\nEpoch 0: |          | 5133/? [33:41<00:00,  2.54it/s]\nEpoch 0: |          | 5134/? [33:41<00:00,  2.54it/s]\nEpoch 0: |          | 5134/? [33:41<00:00,  2.54it/s]\nEpoch 0: |          | 5135/? [33:41<00:00,  2.54it/s]\nEpoch 0: |          | 5135/? [33:41<00:00,  2.54it/s]\nEpoch 0: |          | 5136/? [33:42<00:00,  2.54it/s]\nEpoch 0: |          | 5136/? [33:42<00:00,  2.54it/s]\nEpoch 0: |          | 5137/? [33:42<00:00,  2.54it/s]\nEpoch 0: |          | 5137/? [33:42<00:00,  2.54it/s]\nEpoch 0: |          | 5138/? [33:42<00:00,  2.54it/s]\nEpoch 0: |          | 5138/? [33:42<00:00,  2.54it/s]\nEpoch 0: |          | 5139/? [33:43<00:00,  2.54it/s]\nEpoch 0: |          | 5139/? [33:43<00:00,  2.54it/s]\nEpoch 0: |          | 5140/? [33:43<00:00,  2.54it/s]\nEpoch 0: |          | 5140/? [33:43<00:00,  2.54it/s]\nEpoch 0: |          | 5141/? [33:43<00:00,  2.54it/s]\nEpoch 0: |          | 5141/? [33:43<00:00,  2.54it/s]\nEpoch 0: |          | 5142/? [33:44<00:00,  2.54it/s]\nEpoch 0: |          | 5142/? [33:44<00:00,  2.54it/s]\nEpoch 0: |          | 5143/? [33:44<00:00,  2.54it/s]\nEpoch 0: |          | 5143/? [33:44<00:00,  2.54it/s]\nEpoch 0: |          | 5144/? [33:44<00:00,  2.54it/s]\nEpoch 0: |          | 5144/? [33:44<00:00,  2.54it/s]\nEpoch 0: |          | 5145/? [33:44<00:00,  2.54it/s]\nEpoch 0: |          | 5145/? [33:44<00:00,  2.54it/s]\nEpoch 0: |          | 5146/? [33:45<00:00,  2.54it/s]\nEpoch 0: |          | 5146/? [33:45<00:00,  2.54it/s]\nEpoch 0: |          | 5147/? [33:45<00:00,  2.54it/s]\nEpoch 0: |          | 5147/? [33:45<00:00,  2.54it/s]\nEpoch 0: |          | 5148/? [33:45<00:00,  2.54it/s]\nEpoch 0: |          | 5148/? [33:45<00:00,  2.54it/s]\nEpoch 0: |          | 5149/? [33:46<00:00,  2.54it/s]\nEpoch 0: |          | 5149/? [33:46<00:00,  2.54it/s]\nEpoch 0: |          | 5150/? [33:46<00:00,  2.54it/s]\nEpoch 0: |          | 5150/? [33:46<00:00,  2.54it/s]\nEpoch 0: |          | 5151/? [33:46<00:00,  2.54it/s]\nEpoch 0: |          | 5151/? [33:46<00:00,  2.54it/s]\nEpoch 0: |          | 5152/? [33:47<00:00,  2.54it/s]\nEpoch 0: |          | 5152/? [33:47<00:00,  2.54it/s]\nEpoch 0: |          | 5153/? [33:47<00:00,  2.54it/s]\nEpoch 0: |          | 5153/? [33:47<00:00,  2.54it/s]\nEpoch 0: |          | 5154/? [33:47<00:00,  2.54it/s]\nEpoch 0: |          | 5154/? [33:47<00:00,  2.54it/s]\nEpoch 0: |          | 5155/? [33:48<00:00,  2.54it/s]\nEpoch 0: |          | 5155/? [33:48<00:00,  2.54it/s]\nEpoch 0: |          | 5156/? [33:48<00:00,  2.54it/s]\nEpoch 0: |          | 5156/? [33:48<00:00,  2.54it/s]\nEpoch 0: |          | 5157/? [33:48<00:00,  2.54it/s]\nEpoch 0: |          | 5157/? [33:48<00:00,  2.54it/s]\nEpoch 0: |          | 5158/? [33:48<00:00,  2.54it/s]\nEpoch 0: |          | 5158/? [33:48<00:00,  2.54it/s]\nEpoch 0: |          | 5159/? [33:49<00:00,  2.54it/s]\nEpoch 0: |          | 5159/? [33:49<00:00,  2.54it/s]\nEpoch 0: |          | 5160/? [33:49<00:00,  2.54it/s]\nEpoch 0: |          | 5160/? [33:49<00:00,  2.54it/s]\nEpoch 0: |          | 5161/? [33:49<00:00,  2.54it/s]\nEpoch 0: |          | 5161/? [33:49<00:00,  2.54it/s]\nEpoch 0: |          | 5162/? [33:50<00:00,  2.54it/s]\nEpoch 0: |          | 5162/? [33:50<00:00,  2.54it/s]\nEpoch 0: |          | 5163/? [33:50<00:00,  2.54it/s]\nEpoch 0: |          | 5163/? [33:50<00:00,  2.54it/s]\nEpoch 0: |          | 5164/? [33:50<00:00,  2.54it/s]\nEpoch 0: |          | 5164/? [33:50<00:00,  2.54it/s]\nEpoch 0: |          | 5165/? [33:51<00:00,  2.54it/s]\nEpoch 0: |          | 5165/? [33:51<00:00,  2.54it/s]\nEpoch 0: |          | 5166/? [33:51<00:00,  2.54it/s]\nEpoch 0: |          | 5166/? [33:51<00:00,  2.54it/s]\nEpoch 0: |          | 5167/? [33:51<00:00,  2.54it/s]\nEpoch 0: |          | 5167/? [33:51<00:00,  2.54it/s]\nEpoch 0: |          | 5168/? [33:51<00:00,  2.54it/s]\nEpoch 0: |          | 5168/? [33:51<00:00,  2.54it/s]\nEpoch 0: |          | 5169/? [33:52<00:00,  2.54it/s]\nEpoch 0: |          | 5169/? [33:52<00:00,  2.54it/s]\nEpoch 0: |          | 5170/? [33:52<00:00,  2.54it/s]\nEpoch 0: |          | 5170/? [33:52<00:00,  2.54it/s]\nEpoch 0: |          | 5171/? [33:52<00:00,  2.54it/s]\nEpoch 0: |          | 5171/? [33:52<00:00,  2.54it/s]\nEpoch 0: |          | 5172/? [33:53<00:00,  2.54it/s]\nEpoch 0: |          | 5172/? [33:53<00:00,  2.54it/s]\nEpoch 0: |          | 5173/? [33:53<00:00,  2.54it/s]\nEpoch 0: |          | 5173/? [33:53<00:00,  2.54it/s]\nEpoch 0: |          | 5174/? [33:53<00:00,  2.54it/s]\nEpoch 0: |          | 5174/? [33:53<00:00,  2.54it/s]\nEpoch 0: |          | 5175/? [33:53<00:00,  2.54it/s]\nEpoch 0: |          | 5175/? [33:53<00:00,  2.54it/s]\nEpoch 0: |          | 5176/? [33:54<00:00,  2.54it/s]\nEpoch 0: |          | 5176/? [33:54<00:00,  2.54it/s]\nEpoch 0: |          | 5177/? [33:54<00:00,  2.54it/s]\nEpoch 0: |          | 5177/? [33:54<00:00,  2.54it/s]\nEpoch 0: |          | 5178/? [33:54<00:00,  2.54it/s]\nEpoch 0: |          | 5178/? [33:54<00:00,  2.54it/s]\nEpoch 0: |          | 5179/? [33:55<00:00,  2.54it/s]\nEpoch 0: |          | 5179/? [33:55<00:00,  2.54it/s]\nEpoch 0: |          | 5180/? [33:55<00:00,  2.54it/s]\nEpoch 0: |          | 5180/? [33:55<00:00,  2.54it/s]\nEpoch 0: |          | 5181/? [33:55<00:00,  2.54it/s]\nEpoch 0: |          | 5181/? [33:55<00:00,  2.54it/s]\nEpoch 0: |          | 5182/? [33:56<00:00,  2.55it/s]\nEpoch 0: |          | 5182/? [33:56<00:00,  2.55it/s]\nEpoch 0: |          | 5183/? [33:56<00:00,  2.55it/s]\nEpoch 0: |          | 5183/? [33:56<00:00,  2.55it/s]\nEpoch 0: |          | 5184/? [33:56<00:00,  2.55it/s]\nEpoch 0: |          | 5184/? [33:56<00:00,  2.55it/s]\nEpoch 0: |          | 5185/? [33:56<00:00,  2.55it/s]\nEpoch 0: |          | 5185/? [33:56<00:00,  2.55it/s]\nEpoch 0: |          | 5186/? [33:57<00:00,  2.55it/s]\nEpoch 0: |          | 5186/? [33:57<00:00,  2.55it/s]\nEpoch 0: |          | 5187/? [33:57<00:00,  2.55it/s]\nEpoch 0: |          | 5187/? [33:57<00:00,  2.55it/s]\nEpoch 0: |          | 5188/? [33:57<00:00,  2.55it/s]\nEpoch 0: |          | 5188/? [33:57<00:00,  2.55it/s]\nEpoch 0: |          | 5189/? [33:58<00:00,  2.55it/s]\nEpoch 0: |          | 5189/? [33:58<00:00,  2.55it/s]\nEpoch 0: |          | 5190/? [33:58<00:00,  2.55it/s]\nEpoch 0: |          | 5190/? [33:58<00:00,  2.55it/s]\nEpoch 0: |          | 5191/? [33:58<00:00,  2.55it/s]\nEpoch 0: |          | 5191/? [33:58<00:00,  2.55it/s]\nEpoch 0: |          | 5192/? [33:59<00:00,  2.55it/s]\nEpoch 0: |          | 5192/? [33:59<00:00,  2.55it/s]\nEpoch 0: |          | 5193/? [33:59<00:00,  2.55it/s]\nEpoch 0: |          | 5193/? [33:59<00:00,  2.55it/s]\nEpoch 0: |          | 5194/? [33:59<00:00,  2.55it/s]\nEpoch 0: |          | 5194/? [33:59<00:00,  2.55it/s]\nEpoch 0: |          | 5195/? [34:00<00:00,  2.55it/s]\nEpoch 0: |          | 5195/? [34:00<00:00,  2.55it/s]\nEpoch 0: |          | 5196/? [34:00<00:00,  2.55it/s]\nEpoch 0: |          | 5196/? [34:00<00:00,  2.55it/s]\nEpoch 0: |          | 5197/? [34:00<00:00,  2.55it/s]\nEpoch 0: |          | 5197/? [34:00<00:00,  2.55it/s]\nEpoch 0: |          | 5198/? [34:00<00:00,  2.55it/s]\nEpoch 0: |          | 5198/? [34:00<00:00,  2.55it/s]\nEpoch 0: |          | 5199/? [34:01<00:00,  2.55it/s]\nEpoch 0: |          | 5199/? [34:01<00:00,  2.55it/s]\nEpoch 0: |          | 5200/? [34:01<00:00,  2.55it/s]\nEpoch 0: |          | 5200/? [34:01<00:00,  2.55it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.70it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 11.05it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 11.15it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.93it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 5200/? [34:01<00:00,  2.55it/s]\nEpoch 0: |          | 5201/? [34:02<00:00,  2.55it/s]\nEpoch 0: |          | 5201/? [34:02<00:00,  2.55it/s]\nEpoch 0: |          | 5202/? [34:02<00:00,  2.55it/s]\nEpoch 0: |          | 5202/? [34:02<00:00,  2.55it/s]\nEpoch 0: |          | 5203/? [34:02<00:00,  2.55it/s]\nEpoch 0: |          | 5203/? [34:02<00:00,  2.55it/s]\nEpoch 0: |          | 5204/? [34:03<00:00,  2.55it/s]\nEpoch 0: |          | 5204/? [34:03<00:00,  2.55it/s]\nEpoch 0: |          | 5205/? [34:03<00:00,  2.55it/s]\nEpoch 0: |          | 5205/? [34:03<00:00,  2.55it/s]\nEpoch 0: |          | 5206/? [34:03<00:00,  2.55it/s]\nEpoch 0: |          | 5206/? [34:03<00:00,  2.55it/s]\nEpoch 0: |          | 5207/? [34:04<00:00,  2.55it/s]\nEpoch 0: |          | 5207/? [34:04<00:00,  2.55it/s]\nEpoch 0: |          | 5208/? [34:04<00:00,  2.55it/s]\nEpoch 0: |          | 5208/? [34:04<00:00,  2.55it/s]\nEpoch 0: |          | 5209/? [34:04<00:00,  2.55it/s]\nEpoch 0: |          | 5209/? [34:04<00:00,  2.55it/s]\nEpoch 0: |          | 5210/? [34:04<00:00,  2.55it/s]\nEpoch 0: |          | 5210/? [34:04<00:00,  2.55it/s]\nEpoch 0: |          | 5211/? [34:05<00:00,  2.55it/s]\nEpoch 0: |          | 5211/? [34:05<00:00,  2.55it/s]\nEpoch 0: |          | 5212/? [34:05<00:00,  2.55it/s]\nEpoch 0: |          | 5212/? [34:05<00:00,  2.55it/s]\nEpoch 0: |          | 5213/? [34:05<00:00,  2.55it/s]\nEpoch 0: |          | 5213/? [34:05<00:00,  2.55it/s]\nEpoch 0: |          | 5214/? [34:06<00:00,  2.55it/s]\nEpoch 0: |          | 5214/? [34:06<00:00,  2.55it/s]\nEpoch 0: |          | 5215/? [34:06<00:00,  2.55it/s]\nEpoch 0: |          | 5215/? [34:06<00:00,  2.55it/s]\nEpoch 0: |          | 5216/? [34:06<00:00,  2.55it/s]\nEpoch 0: |          | 5216/? [34:06<00:00,  2.55it/s]\nEpoch 0: |          | 5217/? [34:07<00:00,  2.55it/s]\nEpoch 0: |          | 5217/? [34:07<00:00,  2.55it/s]\nEpoch 0: |          | 5218/? [34:07<00:00,  2.55it/s]\nEpoch 0: |          | 5218/? [34:07<00:00,  2.55it/s]\nEpoch 0: |          | 5219/? [34:07<00:00,  2.55it/s]\nEpoch 0: |          | 5219/? [34:07<00:00,  2.55it/s]\nEpoch 0: |          | 5220/? [34:08<00:00,  2.55it/s]\nEpoch 0: |          | 5220/? [34:08<00:00,  2.55it/s]\nEpoch 0: |          | 5221/? [34:08<00:00,  2.55it/s]\nEpoch 0: |          | 5221/? [34:08<00:00,  2.55it/s]\nEpoch 0: |          | 5222/? [34:08<00:00,  2.55it/s]\nEpoch 0: |          | 5222/? [34:08<00:00,  2.55it/s]\nEpoch 0: |          | 5223/? [34:08<00:00,  2.55it/s]\nEpoch 0: |          | 5223/? [34:08<00:00,  2.55it/s]\nEpoch 0: |          | 5224/? [34:09<00:00,  2.55it/s]\nEpoch 0: |          | 5224/? [34:09<00:00,  2.55it/s]\nEpoch 0: |          | 5225/? [34:09<00:00,  2.55it/s]\nEpoch 0: |          | 5225/? [34:09<00:00,  2.55it/s]\nEpoch 0: |          | 5226/? [34:09<00:00,  2.55it/s]\nEpoch 0: |          | 5226/? [34:09<00:00,  2.55it/s]\nEpoch 0: |          | 5227/? [34:10<00:00,  2.55it/s]\nEpoch 0: |          | 5227/? [34:10<00:00,  2.55it/s]\nEpoch 0: |          | 5228/? [34:10<00:00,  2.55it/s]\nEpoch 0: |          | 5228/? [34:10<00:00,  2.55it/s]\nEpoch 0: |          | 5229/? [34:10<00:00,  2.55it/s]\nEpoch 0: |          | 5229/? [34:10<00:00,  2.55it/s]\nEpoch 0: |          | 5230/? [34:11<00:00,  2.55it/s]\nEpoch 0: |          | 5230/? [34:11<00:00,  2.55it/s]\nEpoch 0: |          | 5231/? [34:11<00:00,  2.55it/s]\nEpoch 0: |          | 5231/? [34:11<00:00,  2.55it/s]\nEpoch 0: |          | 5232/? [34:11<00:00,  2.55it/s]\nEpoch 0: |          | 5232/? [34:11<00:00,  2.55it/s]\nEpoch 0: |          | 5233/? [34:11<00:00,  2.55it/s]\nEpoch 0: |          | 5233/? [34:11<00:00,  2.55it/s]\nEpoch 0: |          | 5234/? [34:12<00:00,  2.55it/s]\nEpoch 0: |          | 5234/? [34:12<00:00,  2.55it/s]\nEpoch 0: |          | 5235/? [34:12<00:00,  2.55it/s]\nEpoch 0: |          | 5235/? [34:12<00:00,  2.55it/s]\nEpoch 0: |          | 5236/? [34:12<00:00,  2.55it/s]\nEpoch 0: |          | 5236/? [34:12<00:00,  2.55it/s]\nEpoch 0: |          | 5237/? [34:13<00:00,  2.55it/s]\nEpoch 0: |          | 5237/? [34:13<00:00,  2.55it/s]\nEpoch 0: |          | 5238/? [34:13<00:00,  2.55it/s]\nEpoch 0: |          | 5238/? [34:13<00:00,  2.55it/s]\nEpoch 0: |          | 5239/? [34:13<00:00,  2.55it/s]\nEpoch 0: |          | 5239/? [34:13<00:00,  2.55it/s]\nEpoch 0: |          | 5240/? [34:14<00:00,  2.55it/s]\nEpoch 0: |          | 5240/? [34:14<00:00,  2.55it/s]\nEpoch 0: |          | 5241/? [34:14<00:00,  2.55it/s]\nEpoch 0: |          | 5241/? [34:14<00:00,  2.55it/s]\nEpoch 0: |          | 5242/? [34:14<00:00,  2.55it/s]\nEpoch 0: |          | 5242/? [34:14<00:00,  2.55it/s]\nEpoch 0: |          | 5243/? [34:14<00:00,  2.55it/s]\nEpoch 0: |          | 5243/? [34:14<00:00,  2.55it/s]\nEpoch 0: |          | 5244/? [34:15<00:00,  2.55it/s]\nEpoch 0: |          | 5244/? [34:15<00:00,  2.55it/s]\nEpoch 0: |          | 5245/? [34:15<00:00,  2.55it/s]\nEpoch 0: |          | 5245/? [34:15<00:00,  2.55it/s]\nEpoch 0: |          | 5246/? [34:15<00:00,  2.55it/s]\nEpoch 0: |          | 5246/? [34:15<00:00,  2.55it/s]\nEpoch 0: |          | 5247/? [34:16<00:00,  2.55it/s]\nEpoch 0: |          | 5247/? [34:16<00:00,  2.55it/s]\nEpoch 0: |          | 5248/? [34:16<00:00,  2.55it/s]\nEpoch 0: |          | 5248/? [34:16<00:00,  2.55it/s]\nEpoch 0: |          | 5249/? [34:16<00:00,  2.55it/s]\nEpoch 0: |          | 5249/? [34:16<00:00,  2.55it/s]\nEpoch 0: |          | 5250/? [34:17<00:00,  2.55it/s]\nEpoch 0: |          | 5250/? [34:17<00:00,  2.55it/s]\nEpoch 0: |          | 5251/? [34:17<00:00,  2.55it/s]\nEpoch 0: |          | 5251/? [34:17<00:00,  2.55it/s]\nEpoch 0: |          | 5252/? [34:17<00:00,  2.55it/s]\nEpoch 0: |          | 5252/? [34:17<00:00,  2.55it/s]\nEpoch 0: |          | 5253/? [34:17<00:00,  2.55it/s]\nEpoch 0: |          | 5253/? [34:17<00:00,  2.55it/s]\nEpoch 0: |          | 5254/? [34:18<00:00,  2.55it/s]\nEpoch 0: |          | 5254/? [34:18<00:00,  2.55it/s]\nEpoch 0: |          | 5255/? [34:18<00:00,  2.55it/s]\nEpoch 0: |          | 5255/? [34:18<00:00,  2.55it/s]\nEpoch 0: |          | 5256/? [34:18<00:00,  2.55it/s]\nEpoch 0: |          | 5256/? [34:18<00:00,  2.55it/s]\nEpoch 0: |          | 5257/? [34:19<00:00,  2.55it/s]\nEpoch 0: |          | 5257/? [34:19<00:00,  2.55it/s]\nEpoch 0: |          | 5258/? [34:19<00:00,  2.55it/s]\nEpoch 0: |          | 5258/? [34:19<00:00,  2.55it/s]\nEpoch 0: |          | 5259/? [34:19<00:00,  2.55it/s]\nEpoch 0: |          | 5259/? [34:19<00:00,  2.55it/s]\nEpoch 0: |          | 5260/? [34:20<00:00,  2.55it/s]\nEpoch 0: |          | 5260/? [34:20<00:00,  2.55it/s]\nEpoch 0: |          | 5261/? [34:20<00:00,  2.55it/s]\nEpoch 0: |          | 5261/? [34:20<00:00,  2.55it/s]\nEpoch 0: |          | 5262/? [34:20<00:00,  2.55it/s]\nEpoch 0: |          | 5262/? [34:20<00:00,  2.55it/s]\nEpoch 0: |          | 5263/? [34:21<00:00,  2.55it/s]\nEpoch 0: |          | 5263/? [34:21<00:00,  2.55it/s]\nEpoch 0: |          | 5264/? [34:21<00:00,  2.55it/s]\nEpoch 0: |          | 5264/? [34:21<00:00,  2.55it/s]\nEpoch 0: |          | 5265/? [34:21<00:00,  2.55it/s]\nEpoch 0: |          | 5265/? [34:21<00:00,  2.55it/s]\nEpoch 0: |          | 5266/? [34:21<00:00,  2.55it/s]\nEpoch 0: |          | 5266/? [34:21<00:00,  2.55it/s]\nEpoch 0: |          | 5267/? [34:22<00:00,  2.55it/s]\nEpoch 0: |          | 5267/? [34:22<00:00,  2.55it/s]\nEpoch 0: |          | 5268/? [34:22<00:00,  2.55it/s]\nEpoch 0: |          | 5268/? [34:22<00:00,  2.55it/s]\nEpoch 0: |          | 5269/? [34:22<00:00,  2.55it/s]\nEpoch 0: |          | 5269/? [34:22<00:00,  2.55it/s]\nEpoch 0: |          | 5270/? [34:23<00:00,  2.55it/s]\nEpoch 0: |          | 5270/? [34:23<00:00,  2.55it/s]\nEpoch 0: |          | 5271/? [34:23<00:00,  2.55it/s]\nEpoch 0: |          | 5271/? [34:23<00:00,  2.55it/s]\nEpoch 0: |          | 5272/? [34:23<00:00,  2.55it/s]\nEpoch 0: |          | 5272/? [34:23<00:00,  2.55it/s]\nEpoch 0: |          | 5273/? [34:24<00:00,  2.55it/s]\nEpoch 0: |          | 5273/? [34:24<00:00,  2.55it/s]\nEpoch 0: |          | 5274/? [34:24<00:00,  2.55it/s]\nEpoch 0: |          | 5274/? [34:24<00:00,  2.55it/s]\nEpoch 0: |          | 5275/? [34:24<00:00,  2.55it/s]\nEpoch 0: |          | 5275/? [34:24<00:00,  2.55it/s]\nEpoch 0: |          | 5276/? [34:25<00:00,  2.55it/s]\nEpoch 0: |          | 5276/? [34:25<00:00,  2.55it/s]\nEpoch 0: |          | 5277/? [34:25<00:00,  2.56it/s]\nEpoch 0: |          | 5277/? [34:25<00:00,  2.56it/s]\nEpoch 0: |          | 5278/? [34:25<00:00,  2.56it/s]\nEpoch 0: |          | 5278/? [34:25<00:00,  2.56it/s]\nEpoch 0: |          | 5279/? [34:25<00:00,  2.56it/s]\nEpoch 0: |          | 5279/? [34:25<00:00,  2.56it/s]\nEpoch 0: |          | 5280/? [34:26<00:00,  2.56it/s]\nEpoch 0: |          | 5280/? [34:26<00:00,  2.56it/s]\nEpoch 0: |          | 5281/? [34:26<00:00,  2.56it/s]\nEpoch 0: |          | 5281/? [34:26<00:00,  2.56it/s]\nEpoch 0: |          | 5282/? [34:26<00:00,  2.56it/s]\nEpoch 0: |          | 5282/? [34:26<00:00,  2.56it/s]\nEpoch 0: |          | 5283/? [34:27<00:00,  2.56it/s]\nEpoch 0: |          | 5283/? [34:27<00:00,  2.56it/s]\nEpoch 0: |          | 5284/? [34:27<00:00,  2.56it/s]\nEpoch 0: |          | 5284/? [34:27<00:00,  2.56it/s]\nEpoch 0: |          | 5285/? [34:27<00:00,  2.56it/s]\nEpoch 0: |          | 5285/? [34:27<00:00,  2.56it/s]\nEpoch 0: |          | 5286/? [34:28<00:00,  2.56it/s]\nEpoch 0: |          | 5286/? [34:28<00:00,  2.56it/s]\nEpoch 0: |          | 5287/? [34:28<00:00,  2.56it/s]\nEpoch 0: |          | 5287/? [34:28<00:00,  2.56it/s]\nEpoch 0: |          | 5288/? [34:28<00:00,  2.56it/s]\nEpoch 0: |          | 5288/? [34:28<00:00,  2.56it/s]\nEpoch 0: |          | 5289/? [34:28<00:00,  2.56it/s]\nEpoch 0: |          | 5289/? [34:28<00:00,  2.56it/s]\nEpoch 0: |          | 5290/? [34:29<00:00,  2.56it/s]\nEpoch 0: |          | 5290/? [34:29<00:00,  2.56it/s]\nEpoch 0: |          | 5291/? [34:29<00:00,  2.56it/s]\nEpoch 0: |          | 5291/? [34:29<00:00,  2.56it/s]\nEpoch 0: |          | 5292/? [34:29<00:00,  2.56it/s]\nEpoch 0: |          | 5292/? [34:29<00:00,  2.56it/s]\nEpoch 0: |          | 5293/? [34:30<00:00,  2.56it/s]\nEpoch 0: |          | 5293/? [34:30<00:00,  2.56it/s]\nEpoch 0: |          | 5294/? [34:30<00:00,  2.56it/s]\nEpoch 0: |          | 5294/? [34:30<00:00,  2.56it/s]\nEpoch 0: |          | 5295/? [34:30<00:00,  2.56it/s]\nEpoch 0: |          | 5295/? [34:30<00:00,  2.56it/s]\nEpoch 0: |          | 5296/? [34:31<00:00,  2.56it/s]\nEpoch 0: |          | 5296/? [34:31<00:00,  2.56it/s]\nEpoch 0: |          | 5297/? [34:31<00:00,  2.56it/s]\nEpoch 0: |          | 5297/? [34:31<00:00,  2.56it/s]\nEpoch 0: |          | 5298/? [34:31<00:00,  2.56it/s]\nEpoch 0: |          | 5298/? [34:31<00:00,  2.56it/s]\nEpoch 0: |          | 5299/? [34:31<00:00,  2.56it/s]\nEpoch 0: |          | 5299/? [34:31<00:00,  2.56it/s]\nEpoch 0: |          | 5300/? [34:32<00:00,  2.56it/s]\nEpoch 0: |          | 5300/? [34:32<00:00,  2.56it/s]\nEpoch 0: |          | 5301/? [34:32<00:00,  2.56it/s]\nEpoch 0: |          | 5301/? [34:32<00:00,  2.56it/s]\nEpoch 0: |          | 5302/? [34:32<00:00,  2.56it/s]\nEpoch 0: |          | 5302/? [34:32<00:00,  2.56it/s]\nEpoch 0: |          | 5303/? [34:33<00:00,  2.56it/s]\nEpoch 0: |          | 5303/? [34:33<00:00,  2.56it/s]\nEpoch 0: |          | 5304/? [34:33<00:00,  2.56it/s]\nEpoch 0: |          | 5304/? [34:33<00:00,  2.56it/s]\nEpoch 0: |          | 5305/? [34:33<00:00,  2.56it/s]\nEpoch 0: |          | 5305/? [34:33<00:00,  2.56it/s]\nEpoch 0: |          | 5306/? [34:33<00:00,  2.56it/s]\nEpoch 0: |          | 5306/? [34:33<00:00,  2.56it/s]\nEpoch 0: |          | 5307/? [34:34<00:00,  2.56it/s]\nEpoch 0: |          | 5307/? [34:34<00:00,  2.56it/s]\nEpoch 0: |          | 5308/? [34:34<00:00,  2.56it/s]\nEpoch 0: |          | 5308/? [34:34<00:00,  2.56it/s]\nEpoch 0: |          | 5309/? [34:34<00:00,  2.56it/s]\nEpoch 0: |          | 5309/? [34:34<00:00,  2.56it/s]\nEpoch 0: |          | 5310/? [34:35<00:00,  2.56it/s]\nEpoch 0: |          | 5310/? [34:35<00:00,  2.56it/s]\nEpoch 0: |          | 5311/? [34:35<00:00,  2.56it/s]\nEpoch 0: |          | 5311/? [34:35<00:00,  2.56it/s]\nEpoch 0: |          | 5312/? [34:35<00:00,  2.56it/s]\nEpoch 0: |          | 5312/? [34:35<00:00,  2.56it/s]\nEpoch 0: |          | 5313/? [34:36<00:00,  2.56it/s]\nEpoch 0: |          | 5313/? [34:36<00:00,  2.56it/s]\nEpoch 0: |          | 5314/? [34:36<00:00,  2.56it/s]\nEpoch 0: |          | 5314/? [34:36<00:00,  2.56it/s]\nEpoch 0: |          | 5315/? [34:36<00:00,  2.56it/s]\nEpoch 0: |          | 5315/? [34:36<00:00,  2.56it/s]\nEpoch 0: |          | 5316/? [34:36<00:00,  2.56it/s]\nEpoch 0: |          | 5316/? [34:36<00:00,  2.56it/s]\nEpoch 0: |          | 5317/? [34:37<00:00,  2.56it/s]\nEpoch 0: |          | 5317/? [34:37<00:00,  2.56it/s]\nEpoch 0: |          | 5318/? [34:37<00:00,  2.56it/s]\nEpoch 0: |          | 5318/? [34:37<00:00,  2.56it/s]\nEpoch 0: |          | 5319/? [34:37<00:00,  2.56it/s]\nEpoch 0: |          | 5319/? [34:37<00:00,  2.56it/s]\nEpoch 0: |          | 5320/? [34:38<00:00,  2.56it/s]\nEpoch 0: |          | 5320/? [34:38<00:00,  2.56it/s]\nEpoch 0: |          | 5321/? [34:38<00:00,  2.56it/s]\nEpoch 0: |          | 5321/? [34:38<00:00,  2.56it/s]\nEpoch 0: |          | 5322/? [34:38<00:00,  2.56it/s]\nEpoch 0: |          | 5322/? [34:38<00:00,  2.56it/s]\nEpoch 0: |          | 5323/? [34:39<00:00,  2.56it/s]\nEpoch 0: |          | 5323/? [34:39<00:00,  2.56it/s]\nEpoch 0: |          | 5324/? [34:39<00:00,  2.56it/s]\nEpoch 0: |          | 5324/? [34:39<00:00,  2.56it/s]\nEpoch 0: |          | 5325/? [34:39<00:00,  2.56it/s]\nEpoch 0: |          | 5325/? [34:39<00:00,  2.56it/s]\nEpoch 0: |          | 5326/? [34:39<00:00,  2.56it/s]\nEpoch 0: |          | 5326/? [34:39<00:00,  2.56it/s]\nEpoch 0: |          | 5327/? [34:40<00:00,  2.56it/s]\nEpoch 0: |          | 5327/? [34:40<00:00,  2.56it/s]\nEpoch 0: |          | 5328/? [34:40<00:00,  2.56it/s]\nEpoch 0: |          | 5328/? [34:40<00:00,  2.56it/s]\nEpoch 0: |          | 5329/? [34:40<00:00,  2.56it/s]\nEpoch 0: |          | 5329/? [34:40<00:00,  2.56it/s]\nEpoch 0: |          | 5330/? [34:41<00:00,  2.56it/s]\nEpoch 0: |          | 5330/? [34:41<00:00,  2.56it/s]\nEpoch 0: |          | 5331/? [34:41<00:00,  2.56it/s]\nEpoch 0: |          | 5331/? [34:41<00:00,  2.56it/s]\nEpoch 0: |          | 5332/? [34:41<00:00,  2.56it/s]\nEpoch 0: |          | 5332/? [34:41<00:00,  2.56it/s]\nEpoch 0: |          | 5333/? [34:42<00:00,  2.56it/s]\nEpoch 0: |          | 5333/? [34:42<00:00,  2.56it/s]\nEpoch 0: |          | 5334/? [34:42<00:00,  2.56it/s]\nEpoch 0: |          | 5334/? [34:42<00:00,  2.56it/s]\nEpoch 0: |          | 5335/? [34:42<00:00,  2.56it/s]\nEpoch 0: |          | 5335/? [34:42<00:00,  2.56it/s]\nEpoch 0: |          | 5336/? [34:42<00:00,  2.56it/s]\nEpoch 0: |          | 5336/? [34:42<00:00,  2.56it/s]\nEpoch 0: |          | 5337/? [34:43<00:00,  2.56it/s]\nEpoch 0: |          | 5337/? [34:43<00:00,  2.56it/s]\nEpoch 0: |          | 5338/? [34:43<00:00,  2.56it/s]\nEpoch 0: |          | 5338/? [34:43<00:00,  2.56it/s]\nEpoch 0: |          | 5339/? [34:43<00:00,  2.56it/s]\nEpoch 0: |          | 5339/? [34:43<00:00,  2.56it/s]\nEpoch 0: |          | 5340/? [34:44<00:00,  2.56it/s]\nEpoch 0: |          | 5340/? [34:44<00:00,  2.56it/s]\nEpoch 0: |          | 5341/? [34:44<00:00,  2.56it/s]\nEpoch 0: |          | 5341/? [34:44<00:00,  2.56it/s]\nEpoch 0: |          | 5342/? [34:44<00:00,  2.56it/s]\nEpoch 0: |          | 5342/? [34:44<00:00,  2.56it/s]\nEpoch 0: |          | 5343/? [34:45<00:00,  2.56it/s]\nEpoch 0: |          | 5343/? [34:45<00:00,  2.56it/s]\nEpoch 0: |          | 5344/? [34:45<00:00,  2.56it/s]\nEpoch 0: |          | 5344/? [34:45<00:00,  2.56it/s]\nEpoch 0: |          | 5345/? [34:45<00:00,  2.56it/s]\nEpoch 0: |          | 5345/? [34:45<00:00,  2.56it/s]\nEpoch 0: |          | 5346/? [34:45<00:00,  2.56it/s]\nEpoch 0: |          | 5346/? [34:45<00:00,  2.56it/s]\nEpoch 0: |          | 5347/? [34:46<00:00,  2.56it/s]\nEpoch 0: |          | 5347/? [34:46<00:00,  2.56it/s]\nEpoch 0: |          | 5348/? [34:46<00:00,  2.56it/s]\nEpoch 0: |          | 5348/? [34:46<00:00,  2.56it/s]\nEpoch 0: |          | 5349/? [34:46<00:00,  2.56it/s]\nEpoch 0: |          | 5349/? [34:46<00:00,  2.56it/s]\nEpoch 0: |          | 5350/? [34:47<00:00,  2.56it/s]\nEpoch 0: |          | 5350/? [34:47<00:00,  2.56it/s]\nEpoch 0: |          | 5351/? [34:47<00:00,  2.56it/s]\nEpoch 0: |          | 5351/? [34:47<00:00,  2.56it/s]\nEpoch 0: |          | 5352/? [34:47<00:00,  2.56it/s]\nEpoch 0: |          | 5352/? [34:47<00:00,  2.56it/s]\nEpoch 0: |          | 5353/? [34:48<00:00,  2.56it/s]\nEpoch 0: |          | 5353/? [34:48<00:00,  2.56it/s]\nEpoch 0: |          | 5354/? [34:48<00:00,  2.56it/s]\nEpoch 0: |          | 5354/? [34:48<00:00,  2.56it/s]\nEpoch 0: |          | 5355/? [34:48<00:00,  2.56it/s]\nEpoch 0: |          | 5355/? [34:48<00:00,  2.56it/s]\nEpoch 0: |          | 5356/? [34:48<00:00,  2.56it/s]\nEpoch 0: |          | 5356/? [34:48<00:00,  2.56it/s]\nEpoch 0: |          | 5357/? [34:49<00:00,  2.56it/s]\nEpoch 0: |          | 5357/? [34:49<00:00,  2.56it/s]\nEpoch 0: |          | 5358/? [34:49<00:00,  2.56it/s]\nEpoch 0: |          | 5358/? [34:49<00:00,  2.56it/s]\nEpoch 0: |          | 5359/? [34:49<00:00,  2.56it/s]\nEpoch 0: |          | 5359/? [34:49<00:00,  2.56it/s]\nEpoch 0: |          | 5360/? [34:50<00:00,  2.56it/s]\nEpoch 0: |          | 5360/? [34:50<00:00,  2.56it/s]\nEpoch 0: |          | 5361/? [34:50<00:00,  2.56it/s]\nEpoch 0: |          | 5361/? [34:50<00:00,  2.56it/s]\nEpoch 0: |          | 5362/? [34:50<00:00,  2.56it/s]\nEpoch 0: |          | 5362/? [34:50<00:00,  2.56it/s]\nEpoch 0: |          | 5363/? [34:51<00:00,  2.56it/s]\nEpoch 0: |          | 5363/? [34:51<00:00,  2.56it/s]\nEpoch 0: |          | 5364/? [34:51<00:00,  2.56it/s]\nEpoch 0: |          | 5364/? [34:51<00:00,  2.56it/s]\nEpoch 0: |          | 5365/? [34:51<00:00,  2.56it/s]\nEpoch 0: |          | 5365/? [34:51<00:00,  2.56it/s]\nEpoch 0: |          | 5366/? [34:51<00:00,  2.57it/s]\nEpoch 0: |          | 5366/? [34:51<00:00,  2.57it/s]\nEpoch 0: |          | 5367/? [34:52<00:00,  2.57it/s]\nEpoch 0: |          | 5367/? [34:52<00:00,  2.57it/s]\nEpoch 0: |          | 5368/? [34:52<00:00,  2.57it/s]\nEpoch 0: |          | 5368/? [34:52<00:00,  2.57it/s]\nEpoch 0: |          | 5369/? [34:52<00:00,  2.57it/s]\nEpoch 0: |          | 5369/? [34:52<00:00,  2.57it/s]\nEpoch 0: |          | 5370/? [34:53<00:00,  2.57it/s]\nEpoch 0: |          | 5370/? [34:53<00:00,  2.57it/s]\nEpoch 0: |          | 5371/? [34:53<00:00,  2.57it/s]\nEpoch 0: |          | 5371/? [34:53<00:00,  2.57it/s]\nEpoch 0: |          | 5372/? [34:53<00:00,  2.57it/s]\nEpoch 0: |          | 5372/? [34:53<00:00,  2.57it/s]\nEpoch 0: |          | 5373/? [34:54<00:00,  2.57it/s]\nEpoch 0: |          | 5373/? [34:54<00:00,  2.57it/s]\nEpoch 0: |          | 5374/? [34:54<00:00,  2.57it/s]\nEpoch 0: |          | 5374/? [34:54<00:00,  2.57it/s]\nEpoch 0: |          | 5375/? [34:54<00:00,  2.57it/s]\nEpoch 0: |          | 5375/? [34:54<00:00,  2.57it/s]\nEpoch 0: |          | 5376/? [34:54<00:00,  2.57it/s]\nEpoch 0: |          | 5376/? [34:54<00:00,  2.57it/s]\nEpoch 0: |          | 5377/? [34:55<00:00,  2.57it/s]\nEpoch 0: |          | 5377/? [34:55<00:00,  2.57it/s]\nEpoch 0: |          | 5378/? [34:55<00:00,  2.57it/s]\nEpoch 0: |          | 5378/? [34:55<00:00,  2.57it/s]\nEpoch 0: |          | 5379/? [34:55<00:00,  2.57it/s]\nEpoch 0: |          | 5379/? [34:55<00:00,  2.57it/s]\nEpoch 0: |          | 5380/? [34:56<00:00,  2.57it/s]\nEpoch 0: |          | 5380/? [34:56<00:00,  2.57it/s]\nEpoch 0: |          | 5381/? [34:56<00:00,  2.57it/s]\nEpoch 0: |          | 5381/? [34:56<00:00,  2.57it/s]\nEpoch 0: |          | 5382/? [34:56<00:00,  2.57it/s]\nEpoch 0: |          | 5382/? [34:56<00:00,  2.57it/s]\nEpoch 0: |          | 5383/? [34:57<00:00,  2.57it/s]\nEpoch 0: |          | 5383/? [34:57<00:00,  2.57it/s]\nEpoch 0: |          | 5384/? [34:57<00:00,  2.57it/s]\nEpoch 0: |          | 5384/? [34:57<00:00,  2.57it/s]\nEpoch 0: |          | 5385/? [34:57<00:00,  2.57it/s]\nEpoch 0: |          | 5385/? [34:57<00:00,  2.57it/s]\nEpoch 0: |          | 5386/? [34:57<00:00,  2.57it/s]\nEpoch 0: |          | 5386/? [34:57<00:00,  2.57it/s]\nEpoch 0: |          | 5387/? [34:58<00:00,  2.57it/s]\nEpoch 0: |          | 5387/? [34:58<00:00,  2.57it/s]\nEpoch 0: |          | 5388/? [34:58<00:00,  2.57it/s]\nEpoch 0: |          | 5388/? [34:58<00:00,  2.57it/s]\nEpoch 0: |          | 5389/? [34:58<00:00,  2.57it/s]\nEpoch 0: |          | 5389/? [34:58<00:00,  2.57it/s]\nEpoch 0: |          | 5390/? [34:59<00:00,  2.57it/s]\nEpoch 0: |          | 5390/? [34:59<00:00,  2.57it/s]\nEpoch 0: |          | 5391/? [34:59<00:00,  2.57it/s]\nEpoch 0: |          | 5391/? [34:59<00:00,  2.57it/s]\nEpoch 0: |          | 5392/? [34:59<00:00,  2.57it/s]\nEpoch 0: |          | 5392/? [34:59<00:00,  2.57it/s]\nEpoch 0: |          | 5393/? [35:00<00:00,  2.57it/s]\nEpoch 0: |          | 5393/? [35:00<00:00,  2.57it/s]\nEpoch 0: |          | 5394/? [35:00<00:00,  2.57it/s]\nEpoch 0: |          | 5394/? [35:00<00:00,  2.57it/s]\nEpoch 0: |          | 5395/? [35:00<00:00,  2.57it/s]\nEpoch 0: |          | 5395/? [35:00<00:00,  2.57it/s]\nEpoch 0: |          | 5396/? [35:00<00:00,  2.57it/s]\nEpoch 0: |          | 5396/? [35:00<00:00,  2.57it/s]\nEpoch 0: |          | 5397/? [35:01<00:00,  2.57it/s]\nEpoch 0: |          | 5397/? [35:01<00:00,  2.57it/s]\nEpoch 0: |          | 5398/? [35:01<00:00,  2.57it/s]\nEpoch 0: |          | 5398/? [35:01<00:00,  2.57it/s]\nEpoch 0: |          | 5399/? [35:01<00:00,  2.57it/s]\nEpoch 0: |          | 5399/? [35:01<00:00,  2.57it/s]\nEpoch 0: |          | 5400/? [35:02<00:00,  2.57it/s]\nEpoch 0: |          | 5400/? [35:02<00:00,  2.57it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.21it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 11.59it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 11.40it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 11.21it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 5400/? [35:02<00:00,  2.57it/s]\nEpoch 0: |          | 5401/? [35:02<00:00,  2.57it/s]\nEpoch 0: |          | 5401/? [35:02<00:00,  2.57it/s]\nEpoch 0: |          | 5402/? [35:03<00:00,  2.57it/s]\nEpoch 0: |          | 5402/? [35:03<00:00,  2.57it/s]\nEpoch 0: |          | 5403/? [35:03<00:00,  2.57it/s]\nEpoch 0: |          | 5403/? [35:03<00:00,  2.57it/s]\nEpoch 0: |          | 5404/? [35:03<00:00,  2.57it/s]\nEpoch 0: |          | 5404/? [35:03<00:00,  2.57it/s]\nEpoch 0: |          | 5405/? [35:04<00:00,  2.57it/s]\nEpoch 0: |          | 5405/? [35:04<00:00,  2.57it/s]\nEpoch 0: |          | 5406/? [35:04<00:00,  2.57it/s]\nEpoch 0: |          | 5406/? [35:04<00:00,  2.57it/s]\nEpoch 0: |          | 5407/? [35:04<00:00,  2.57it/s]\nEpoch 0: |          | 5407/? [35:04<00:00,  2.57it/s]\nEpoch 0: |          | 5408/? [35:04<00:00,  2.57it/s]\nEpoch 0: |          | 5408/? [35:04<00:00,  2.57it/s]\nEpoch 0: |          | 5409/? [35:05<00:00,  2.57it/s]\nEpoch 0: |          | 5409/? [35:05<00:00,  2.57it/s]\nEpoch 0: |          | 5410/? [35:05<00:00,  2.57it/s]\nEpoch 0: |          | 5410/? [35:05<00:00,  2.57it/s]\nEpoch 0: |          | 5411/? [35:05<00:00,  2.57it/s]\nEpoch 0: |          | 5411/? [35:05<00:00,  2.57it/s]\nEpoch 0: |          | 5412/? [35:06<00:00,  2.57it/s]\nEpoch 0: |          | 5412/? [35:06<00:00,  2.57it/s]\nEpoch 0: |          | 5413/? [35:06<00:00,  2.57it/s]\nEpoch 0: |          | 5413/? [35:06<00:00,  2.57it/s]\nEpoch 0: |          | 5414/? [35:06<00:00,  2.57it/s]\nEpoch 0: |          | 5414/? [35:06<00:00,  2.57it/s]\nEpoch 0: |          | 5415/? [35:07<00:00,  2.57it/s]\nEpoch 0: |          | 5415/? [35:07<00:00,  2.57it/s]\nEpoch 0: |          | 5416/? [35:07<00:00,  2.57it/s]\nEpoch 0: |          | 5416/? [35:07<00:00,  2.57it/s]\nEpoch 0: |          | 5417/? [35:07<00:00,  2.57it/s]\nEpoch 0: |          | 5417/? [35:07<00:00,  2.57it/s]\nEpoch 0: |          | 5418/? [35:07<00:00,  2.57it/s]\nEpoch 0: |          | 5418/? [35:07<00:00,  2.57it/s]\nEpoch 0: |          | 5419/? [35:08<00:00,  2.57it/s]\nEpoch 0: |          | 5419/? [35:08<00:00,  2.57it/s]\nEpoch 0: |          | 5420/? [35:08<00:00,  2.57it/s]\nEpoch 0: |          | 5420/? [35:08<00:00,  2.57it/s]\nEpoch 0: |          | 5421/? [35:08<00:00,  2.57it/s]\nEpoch 0: |          | 5421/? [35:08<00:00,  2.57it/s]\nEpoch 0: |          | 5422/? [35:09<00:00,  2.57it/s]\nEpoch 0: |          | 5422/? [35:09<00:00,  2.57it/s]\nEpoch 0: |          | 5423/? [35:09<00:00,  2.57it/s]\nEpoch 0: |          | 5423/? [35:09<00:00,  2.57it/s]\nEpoch 0: |          | 5424/? [35:09<00:00,  2.57it/s]\nEpoch 0: |          | 5424/? [35:09<00:00,  2.57it/s]\nEpoch 0: |          | 5425/? [35:10<00:00,  2.57it/s]\nEpoch 0: |          | 5425/? [35:10<00:00,  2.57it/s]\nEpoch 0: |          | 5426/? [35:10<00:00,  2.57it/s]\nEpoch 0: |          | 5426/? [35:10<00:00,  2.57it/s]\nEpoch 0: |          | 5427/? [35:10<00:00,  2.57it/s]\nEpoch 0: |          | 5427/? [35:10<00:00,  2.57it/s]\nEpoch 0: |          | 5428/? [35:10<00:00,  2.57it/s]\nEpoch 0: |          | 5428/? [35:10<00:00,  2.57it/s]\nEpoch 0: |          | 5429/? [35:11<00:00,  2.57it/s]\nEpoch 0: |          | 5429/? [35:11<00:00,  2.57it/s]\nEpoch 0: |          | 5430/? [35:11<00:00,  2.57it/s]\nEpoch 0: |          | 5430/? [35:11<00:00,  2.57it/s]\nEpoch 0: |          | 5431/? [35:11<00:00,  2.57it/s]\nEpoch 0: |          | 5431/? [35:11<00:00,  2.57it/s]\nEpoch 0: |          | 5432/? [35:12<00:00,  2.57it/s]\nEpoch 0: |          | 5432/? [35:12<00:00,  2.57it/s]\nEpoch 0: |          | 5433/? [35:12<00:00,  2.57it/s]\nEpoch 0: |          | 5433/? [35:12<00:00,  2.57it/s]\nEpoch 0: |          | 5434/? [35:12<00:00,  2.57it/s]\nEpoch 0: |          | 5434/? [35:12<00:00,  2.57it/s]\nEpoch 0: |          | 5435/? [35:13<00:00,  2.57it/s]\nEpoch 0: |          | 5435/? [35:13<00:00,  2.57it/s]\nEpoch 0: |          | 5436/? [35:13<00:00,  2.57it/s]\nEpoch 0: |          | 5436/? [35:13<00:00,  2.57it/s]\nEpoch 0: |          | 5437/? [35:13<00:00,  2.57it/s]\nEpoch 0: |          | 5437/? [35:13<00:00,  2.57it/s]\nEpoch 0: |          | 5438/? [35:14<00:00,  2.57it/s]\nEpoch 0: |          | 5438/? [35:14<00:00,  2.57it/s]\nEpoch 0: |          | 5439/? [35:14<00:00,  2.57it/s]\nEpoch 0: |          | 5439/? [35:14<00:00,  2.57it/s]\nEpoch 0: |          | 5440/? [35:14<00:00,  2.57it/s]\nEpoch 0: |          | 5440/? [35:14<00:00,  2.57it/s]\nEpoch 0: |          | 5441/? [35:14<00:00,  2.57it/s]\nEpoch 0: |          | 5441/? [35:14<00:00,  2.57it/s]\nEpoch 0: |          | 5442/? [35:15<00:00,  2.57it/s]\nEpoch 0: |          | 5442/? [35:15<00:00,  2.57it/s]\nEpoch 0: |          | 5443/? [35:15<00:00,  2.57it/s]\nEpoch 0: |          | 5443/? [35:15<00:00,  2.57it/s]\nEpoch 0: |          | 5444/? [35:15<00:00,  2.57it/s]\nEpoch 0: |          | 5444/? [35:15<00:00,  2.57it/s]\nEpoch 0: |          | 5445/? [35:16<00:00,  2.57it/s]\nEpoch 0: |          | 5445/? [35:16<00:00,  2.57it/s]\nEpoch 0: |          | 5446/? [35:16<00:00,  2.57it/s]\nEpoch 0: |          | 5446/? [35:16<00:00,  2.57it/s]\nEpoch 0: |          | 5447/? [35:16<00:00,  2.57it/s]\nEpoch 0: |          | 5447/? [35:16<00:00,  2.57it/s]\nEpoch 0: |          | 5448/? [35:16<00:00,  2.57it/s]\nEpoch 0: |          | 5448/? [35:16<00:00,  2.57it/s]\nEpoch 0: |          | 5449/? [35:17<00:00,  2.57it/s]\nEpoch 0: |          | 5449/? [35:17<00:00,  2.57it/s]\nEpoch 0: |          | 5450/? [35:17<00:00,  2.57it/s]\nEpoch 0: |          | 5450/? [35:17<00:00,  2.57it/s]\nEpoch 0: |          | 5451/? [35:17<00:00,  2.57it/s]\nEpoch 0: |          | 5451/? [35:17<00:00,  2.57it/s]\nEpoch 0: |          | 5452/? [35:18<00:00,  2.57it/s]\nEpoch 0: |          | 5452/? [35:18<00:00,  2.57it/s]\nEpoch 0: |          | 5453/? [35:18<00:00,  2.57it/s]\nEpoch 0: |          | 5453/? [35:18<00:00,  2.57it/s]\nEpoch 0: |          | 5454/? [35:18<00:00,  2.57it/s]\nEpoch 0: |          | 5454/? [35:18<00:00,  2.57it/s]\nEpoch 0: |          | 5455/? [35:18<00:00,  2.57it/s]\nEpoch 0: |          | 5455/? [35:18<00:00,  2.57it/s]\nEpoch 0: |          | 5456/? [35:19<00:00,  2.57it/s]\nEpoch 0: |          | 5456/? [35:19<00:00,  2.57it/s]\nEpoch 0: |          | 5457/? [35:19<00:00,  2.57it/s]\nEpoch 0: |          | 5457/? [35:19<00:00,  2.57it/s]\nEpoch 0: |          | 5458/? [35:19<00:00,  2.57it/s]\nEpoch 0: |          | 5458/? [35:19<00:00,  2.57it/s]\nEpoch 0: |          | 5459/? [35:20<00:00,  2.57it/s]\nEpoch 0: |          | 5459/? [35:20<00:00,  2.57it/s]\nEpoch 0: |          | 5460/? [35:20<00:00,  2.57it/s]\nEpoch 0: |          | 5460/? [35:20<00:00,  2.57it/s]\nEpoch 0: |          | 5461/? [35:20<00:00,  2.57it/s]\nEpoch 0: |          | 5461/? [35:20<00:00,  2.57it/s]\nEpoch 0: |          | 5462/? [35:21<00:00,  2.58it/s]\nEpoch 0: |          | 5462/? [35:21<00:00,  2.58it/s]\nEpoch 0: |          | 5463/? [35:21<00:00,  2.58it/s]\nEpoch 0: |          | 5463/? [35:21<00:00,  2.58it/s]\nEpoch 0: |          | 5464/? [35:21<00:00,  2.58it/s]\nEpoch 0: |          | 5464/? [35:21<00:00,  2.58it/s]\nEpoch 0: |          | 5465/? [35:21<00:00,  2.58it/s]\nEpoch 0: |          | 5465/? [35:21<00:00,  2.58it/s]\nEpoch 0: |          | 5466/? [35:22<00:00,  2.58it/s]\nEpoch 0: |          | 5466/? [35:22<00:00,  2.58it/s]\nEpoch 0: |          | 5467/? [35:22<00:00,  2.58it/s]\nEpoch 0: |          | 5467/? [35:22<00:00,  2.58it/s]\nEpoch 0: |          | 5468/? [35:22<00:00,  2.58it/s]\nEpoch 0: |          | 5468/? [35:22<00:00,  2.58it/s]\nEpoch 0: |          | 5469/? [35:23<00:00,  2.58it/s]\nEpoch 0: |          | 5469/? [35:23<00:00,  2.58it/s]\nEpoch 0: |          | 5470/? [35:23<00:00,  2.58it/s]\nEpoch 0: |          | 5470/? [35:23<00:00,  2.58it/s]\nEpoch 0: |          | 5471/? [35:23<00:00,  2.58it/s]\nEpoch 0: |          | 5471/? [35:23<00:00,  2.58it/s]\nEpoch 0: |          | 5472/? [35:24<00:00,  2.58it/s]\nEpoch 0: |          | 5472/? [35:24<00:00,  2.58it/s]\nEpoch 0: |          | 5473/? [35:24<00:00,  2.58it/s]\nEpoch 0: |          | 5473/? [35:24<00:00,  2.58it/s]\nEpoch 0: |          | 5474/? [35:24<00:00,  2.58it/s]\nEpoch 0: |          | 5474/? [35:24<00:00,  2.58it/s]\nEpoch 0: |          | 5475/? [35:24<00:00,  2.58it/s]\nEpoch 0: |          | 5475/? [35:24<00:00,  2.58it/s]\nEpoch 0: |          | 5476/? [35:25<00:00,  2.58it/s]\nEpoch 0: |          | 5476/? [35:25<00:00,  2.58it/s]\nEpoch 0: |          | 5477/? [35:25<00:00,  2.58it/s]\nEpoch 0: |          | 5477/? [35:25<00:00,  2.58it/s]\nEpoch 0: |          | 5478/? [35:25<00:00,  2.58it/s]\nEpoch 0: |          | 5478/? [35:25<00:00,  2.58it/s]\nEpoch 0: |          | 5479/? [35:26<00:00,  2.58it/s]\nEpoch 0: |          | 5479/? [35:26<00:00,  2.58it/s]\nEpoch 0: |          | 5480/? [35:26<00:00,  2.58it/s]\nEpoch 0: |          | 5480/? [35:26<00:00,  2.58it/s]\nEpoch 0: |          | 5481/? [35:26<00:00,  2.58it/s]\nEpoch 0: |          | 5481/? [35:26<00:00,  2.58it/s]\nEpoch 0: |          | 5482/? [35:27<00:00,  2.58it/s]\nEpoch 0: |          | 5482/? [35:27<00:00,  2.58it/s]\nEpoch 0: |          | 5483/? [35:27<00:00,  2.58it/s]\nEpoch 0: |          | 5483/? [35:27<00:00,  2.58it/s]\nEpoch 0: |          | 5484/? [35:27<00:00,  2.58it/s]\nEpoch 0: |          | 5484/? [35:27<00:00,  2.58it/s]\nEpoch 0: |          | 5485/? [35:27<00:00,  2.58it/s]\nEpoch 0: |          | 5485/? [35:27<00:00,  2.58it/s]\nEpoch 0: |          | 5486/? [35:28<00:00,  2.58it/s]\nEpoch 0: |          | 5486/? [35:28<00:00,  2.58it/s]\nEpoch 0: |          | 5487/? [35:28<00:00,  2.58it/s]\nEpoch 0: |          | 5487/? [35:28<00:00,  2.58it/s]\nEpoch 0: |          | 5488/? [35:28<00:00,  2.58it/s]\nEpoch 0: |          | 5488/? [35:28<00:00,  2.58it/s]\nEpoch 0: |          | 5489/? [35:29<00:00,  2.58it/s]\nEpoch 0: |          | 5489/? [35:29<00:00,  2.58it/s]\nEpoch 0: |          | 5490/? [35:29<00:00,  2.58it/s]\nEpoch 0: |          | 5490/? [35:29<00:00,  2.58it/s]\nEpoch 0: |          | 5491/? [35:29<00:00,  2.58it/s]\nEpoch 0: |          | 5491/? [35:29<00:00,  2.58it/s]\nEpoch 0: |          | 5492/? [35:30<00:00,  2.58it/s]\nEpoch 0: |          | 5492/? [35:30<00:00,  2.58it/s]\nEpoch 0: |          | 5493/? [35:30<00:00,  2.58it/s]\nEpoch 0: |          | 5493/? [35:30<00:00,  2.58it/s]\nEpoch 0: |          | 5494/? [35:30<00:00,  2.58it/s]\nEpoch 0: |          | 5494/? [35:30<00:00,  2.58it/s]\nEpoch 0: |          | 5495/? [35:30<00:00,  2.58it/s]\nEpoch 0: |          | 5495/? [35:30<00:00,  2.58it/s]\nEpoch 0: |          | 5496/? [35:31<00:00,  2.58it/s]\nEpoch 0: |          | 5496/? [35:31<00:00,  2.58it/s]\nEpoch 0: |          | 5497/? [35:31<00:00,  2.58it/s]\nEpoch 0: |          | 5497/? [35:31<00:00,  2.58it/s]\nEpoch 0: |          | 5498/? [35:31<00:00,  2.58it/s]\nEpoch 0: |          | 5498/? [35:31<00:00,  2.58it/s]\nEpoch 0: |          | 5499/? [35:32<00:00,  2.58it/s]\nEpoch 0: |          | 5499/? [35:32<00:00,  2.58it/s]\nEpoch 0: |          | 5500/? [35:32<00:00,  2.58it/s]\nEpoch 0: |          | 5500/? [35:32<00:00,  2.58it/s]\nEpoch 0: |          | 5501/? [35:32<00:00,  2.58it/s]\nEpoch 0: |          | 5501/? [35:32<00:00,  2.58it/s]\nEpoch 0: |          | 5502/? [35:33<00:00,  2.58it/s]\nEpoch 0: |          | 5502/? [35:33<00:00,  2.58it/s]\nEpoch 0: |          | 5503/? [35:33<00:00,  2.58it/s]\nEpoch 0: |          | 5503/? [35:33<00:00,  2.58it/s]\nEpoch 0: |          | 5504/? [35:33<00:00,  2.58it/s]\nEpoch 0: |          | 5504/? [35:33<00:00,  2.58it/s]\nEpoch 0: |          | 5505/? [35:33<00:00,  2.58it/s]\nEpoch 0: |          | 5505/? [35:33<00:00,  2.58it/s]\nEpoch 0: |          | 5506/? [35:34<00:00,  2.58it/s]\nEpoch 0: |          | 5506/? [35:34<00:00,  2.58it/s]\nEpoch 0: |          | 5507/? [35:34<00:00,  2.58it/s]\nEpoch 0: |          | 5507/? [35:34<00:00,  2.58it/s]\nEpoch 0: |          | 5508/? [35:34<00:00,  2.58it/s]\nEpoch 0: |          | 5508/? [35:34<00:00,  2.58it/s]\nEpoch 0: |          | 5509/? [35:35<00:00,  2.58it/s]\nEpoch 0: |          | 5509/? [35:35<00:00,  2.58it/s]\nEpoch 0: |          | 5510/? [35:35<00:00,  2.58it/s]\nEpoch 0: |          | 5510/? [35:35<00:00,  2.58it/s]\nEpoch 0: |          | 5511/? [35:35<00:00,  2.58it/s]\nEpoch 0: |          | 5511/? [35:35<00:00,  2.58it/s]\nEpoch 0: |          | 5512/? [35:36<00:00,  2.58it/s]\nEpoch 0: |          | 5512/? [35:36<00:00,  2.58it/s]\nEpoch 0: |          | 5513/? [35:36<00:00,  2.58it/s]\nEpoch 0: |          | 5513/? [35:36<00:00,  2.58it/s]\nEpoch 0: |          | 5514/? [35:36<00:00,  2.58it/s]\nEpoch 0: |          | 5514/? [35:36<00:00,  2.58it/s]\nEpoch 0: |          | 5515/? [35:36<00:00,  2.58it/s]\nEpoch 0: |          | 5515/? [35:36<00:00,  2.58it/s]\nEpoch 0: |          | 5516/? [35:37<00:00,  2.58it/s]\nEpoch 0: |          | 5516/? [35:37<00:00,  2.58it/s]\nEpoch 0: |          | 5517/? [35:37<00:00,  2.58it/s]\nEpoch 0: |          | 5517/? [35:37<00:00,  2.58it/s]\nEpoch 0: |          | 5518/? [35:37<00:00,  2.58it/s]\nEpoch 0: |          | 5518/? [35:37<00:00,  2.58it/s]\nEpoch 0: |          | 5519/? [35:38<00:00,  2.58it/s]\nEpoch 0: |          | 5519/? [35:38<00:00,  2.58it/s]\nEpoch 0: |          | 5520/? [35:38<00:00,  2.58it/s]\nEpoch 0: |          | 5520/? [35:38<00:00,  2.58it/s]\nEpoch 0: |          | 5521/? [35:38<00:00,  2.58it/s]\nEpoch 0: |          | 5521/? [35:38<00:00,  2.58it/s]\nEpoch 0: |          | 5522/? [35:38<00:00,  2.58it/s]\nEpoch 0: |          | 5522/? [35:38<00:00,  2.58it/s]\nEpoch 0: |          | 5523/? [35:39<00:00,  2.58it/s]\nEpoch 0: |          | 5523/? [35:39<00:00,  2.58it/s]\nEpoch 0: |          | 5524/? [35:39<00:00,  2.58it/s]\nEpoch 0: |          | 5524/? [35:39<00:00,  2.58it/s]\nEpoch 0: |          | 5525/? [35:39<00:00,  2.58it/s]\nEpoch 0: |          | 5525/? [35:39<00:00,  2.58it/s]\nEpoch 0: |          | 5526/? [35:40<00:00,  2.58it/s]\nEpoch 0: |          | 5526/? [35:40<00:00,  2.58it/s]\nEpoch 0: |          | 5527/? [35:40<00:00,  2.58it/s]\nEpoch 0: |          | 5527/? [35:40<00:00,  2.58it/s]\nEpoch 0: |          | 5528/? [35:40<00:00,  2.58it/s]\nEpoch 0: |          | 5528/? [35:40<00:00,  2.58it/s]\nEpoch 0: |          | 5529/? [35:41<00:00,  2.58it/s]\nEpoch 0: |          | 5529/? [35:41<00:00,  2.58it/s]\nEpoch 0: |          | 5530/? [35:41<00:00,  2.58it/s]\nEpoch 0: |          | 5530/? [35:41<00:00,  2.58it/s]\nEpoch 0: |          | 5531/? [35:41<00:00,  2.58it/s]\nEpoch 0: |          | 5531/? [35:41<00:00,  2.58it/s]\nEpoch 0: |          | 5532/? [35:41<00:00,  2.58it/s]\nEpoch 0: |          | 5532/? [35:41<00:00,  2.58it/s]\nEpoch 0: |          | 5533/? [35:42<00:00,  2.58it/s]\nEpoch 0: |          | 5533/? [35:42<00:00,  2.58it/s]\nEpoch 0: |          | 5534/? [35:42<00:00,  2.58it/s]\nEpoch 0: |          | 5534/? [35:42<00:00,  2.58it/s]\nEpoch 0: |          | 5535/? [35:42<00:00,  2.58it/s]\nEpoch 0: |          | 5535/? [35:42<00:00,  2.58it/s]\nEpoch 0: |          | 5536/? [35:43<00:00,  2.58it/s]\nEpoch 0: |          | 5536/? [35:43<00:00,  2.58it/s]\nEpoch 0: |          | 5537/? [35:43<00:00,  2.58it/s]\nEpoch 0: |          | 5537/? [35:43<00:00,  2.58it/s]\nEpoch 0: |          | 5538/? [35:43<00:00,  2.58it/s]\nEpoch 0: |          | 5538/? [35:43<00:00,  2.58it/s]\nEpoch 0: |          | 5539/? [35:44<00:00,  2.58it/s]\nEpoch 0: |          | 5539/? [35:44<00:00,  2.58it/s]\nEpoch 0: |          | 5540/? [35:44<00:00,  2.58it/s]\nEpoch 0: |          | 5540/? [35:44<00:00,  2.58it/s]\nEpoch 0: |          | 5541/? [35:44<00:00,  2.58it/s]\nEpoch 0: |          | 5541/? [35:44<00:00,  2.58it/s]\nEpoch 0: |          | 5542/? [35:44<00:00,  2.58it/s]\nEpoch 0: |          | 5542/? [35:44<00:00,  2.58it/s]\nEpoch 0: |          | 5543/? [35:45<00:00,  2.58it/s]\nEpoch 0: |          | 5543/? [35:45<00:00,  2.58it/s]\nEpoch 0: |          | 5544/? [35:45<00:00,  2.58it/s]\nEpoch 0: |          | 5544/? [35:45<00:00,  2.58it/s]\nEpoch 0: |          | 5545/? [35:45<00:00,  2.58it/s]\nEpoch 0: |          | 5545/? [35:45<00:00,  2.58it/s]\nEpoch 0: |          | 5546/? [35:46<00:00,  2.58it/s]\nEpoch 0: |          | 5546/? [35:46<00:00,  2.58it/s]\nEpoch 0: |          | 5547/? [35:46<00:00,  2.58it/s]\nEpoch 0: |          | 5547/? [35:46<00:00,  2.58it/s]\nEpoch 0: |          | 5548/? [35:46<00:00,  2.58it/s]\nEpoch 0: |          | 5548/? [35:46<00:00,  2.58it/s]\nEpoch 0: |          | 5549/? [35:47<00:00,  2.58it/s]\nEpoch 0: |          | 5549/? [35:47<00:00,  2.58it/s]\nEpoch 0: |          | 5550/? [35:47<00:00,  2.58it/s]\nEpoch 0: |          | 5550/? [35:47<00:00,  2.58it/s]\nEpoch 0: |          | 5551/? [35:47<00:00,  2.58it/s]\nEpoch 0: |          | 5551/? [35:47<00:00,  2.58it/s]\nEpoch 0: |          | 5552/? [35:47<00:00,  2.58it/s]\nEpoch 0: |          | 5552/? [35:47<00:00,  2.58it/s]\nEpoch 0: |          | 5553/? [35:48<00:00,  2.58it/s]\nEpoch 0: |          | 5553/? [35:48<00:00,  2.58it/s]\nEpoch 0: |          | 5554/? [35:48<00:00,  2.58it/s]\nEpoch 0: |          | 5554/? [35:48<00:00,  2.58it/s]\nEpoch 0: |          | 5555/? [35:48<00:00,  2.59it/s]\nEpoch 0: |          | 5555/? [35:48<00:00,  2.59it/s]\nEpoch 0: |          | 5556/? [35:49<00:00,  2.59it/s]\nEpoch 0: |          | 5556/? [35:49<00:00,  2.59it/s]\nEpoch 0: |          | 5557/? [35:49<00:00,  2.59it/s]\nEpoch 0: |          | 5557/? [35:49<00:00,  2.59it/s]\nEpoch 0: |          | 5558/? [35:49<00:00,  2.59it/s]\nEpoch 0: |          | 5558/? [35:49<00:00,  2.59it/s]\nEpoch 0: |          | 5559/? [35:50<00:00,  2.59it/s]\nEpoch 0: |          | 5559/? [35:50<00:00,  2.59it/s]\nEpoch 0: |          | 5560/? [35:50<00:00,  2.59it/s]\nEpoch 0: |          | 5560/? [35:50<00:00,  2.59it/s]\nEpoch 0: |          | 5561/? [35:50<00:00,  2.59it/s]\nEpoch 0: |          | 5561/? [35:50<00:00,  2.59it/s]\nEpoch 0: |          | 5562/? [35:50<00:00,  2.59it/s]\nEpoch 0: |          | 5562/? [35:50<00:00,  2.59it/s]\nEpoch 0: |          | 5563/? [35:51<00:00,  2.59it/s]\nEpoch 0: |          | 5563/? [35:51<00:00,  2.59it/s]\nEpoch 0: |          | 5564/? [35:51<00:00,  2.59it/s]\nEpoch 0: |          | 5564/? [35:51<00:00,  2.59it/s]\nEpoch 0: |          | 5565/? [35:51<00:00,  2.59it/s]\nEpoch 0: |          | 5565/? [35:51<00:00,  2.59it/s]\nEpoch 0: |          | 5566/? [35:52<00:00,  2.59it/s]\nEpoch 0: |          | 5566/? [35:52<00:00,  2.59it/s]\nEpoch 0: |          | 5567/? [35:52<00:00,  2.59it/s]\nEpoch 0: |          | 5567/? [35:52<00:00,  2.59it/s]\nEpoch 0: |          | 5568/? [35:52<00:00,  2.59it/s]\nEpoch 0: |          | 5568/? [35:52<00:00,  2.59it/s]\nEpoch 0: |          | 5569/? [35:52<00:00,  2.59it/s]\nEpoch 0: |          | 5569/? [35:52<00:00,  2.59it/s]\nEpoch 0: |          | 5570/? [35:53<00:00,  2.59it/s]\nEpoch 0: |          | 5570/? [35:53<00:00,  2.59it/s]\nEpoch 0: |          | 5571/? [35:53<00:00,  2.59it/s]\nEpoch 0: |          | 5571/? [35:53<00:00,  2.59it/s]\nEpoch 0: |          | 5572/? [35:53<00:00,  2.59it/s]\nEpoch 0: |          | 5572/? [35:53<00:00,  2.59it/s]\nEpoch 0: |          | 5573/? [35:54<00:00,  2.59it/s]\nEpoch 0: |          | 5573/? [35:54<00:00,  2.59it/s]\nEpoch 0: |          | 5574/? [35:54<00:00,  2.59it/s]\nEpoch 0: |          | 5574/? [35:54<00:00,  2.59it/s]\nEpoch 0: |          | 5575/? [35:54<00:00,  2.59it/s]\nEpoch 0: |          | 5575/? [35:54<00:00,  2.59it/s]\nEpoch 0: |          | 5576/? [35:55<00:00,  2.59it/s]\nEpoch 0: |          | 5576/? [35:55<00:00,  2.59it/s]\nEpoch 0: |          | 5577/? [35:55<00:00,  2.59it/s]\nEpoch 0: |          | 5577/? [35:55<00:00,  2.59it/s]\nEpoch 0: |          | 5578/? [35:55<00:00,  2.59it/s]\nEpoch 0: |          | 5578/? [35:55<00:00,  2.59it/s]\nEpoch 0: |          | 5579/? [35:55<00:00,  2.59it/s]\nEpoch 0: |          | 5579/? [35:55<00:00,  2.59it/s]\nEpoch 0: |          | 5580/? [35:56<00:00,  2.59it/s]\nEpoch 0: |          | 5580/? [35:56<00:00,  2.59it/s]\nEpoch 0: |          | 5581/? [35:56<00:00,  2.59it/s]\nEpoch 0: |          | 5581/? [35:56<00:00,  2.59it/s]\nEpoch 0: |          | 5582/? [35:56<00:00,  2.59it/s]\nEpoch 0: |          | 5582/? [35:56<00:00,  2.59it/s]\nEpoch 0: |          | 5583/? [35:57<00:00,  2.59it/s]\nEpoch 0: |          | 5583/? [35:57<00:00,  2.59it/s]\nEpoch 0: |          | 5584/? [35:57<00:00,  2.59it/s]\nEpoch 0: |          | 5584/? [35:57<00:00,  2.59it/s]\nEpoch 0: |          | 5585/? [35:57<00:00,  2.59it/s]\nEpoch 0: |          | 5585/? [35:57<00:00,  2.59it/s]\nEpoch 0: |          | 5586/? [35:57<00:00,  2.59it/s]\nEpoch 0: |          | 5586/? [35:57<00:00,  2.59it/s]\nEpoch 0: |          | 5587/? [35:58<00:00,  2.59it/s]\nEpoch 0: |          | 5587/? [35:58<00:00,  2.59it/s]\nEpoch 0: |          | 5588/? [35:58<00:00,  2.59it/s]\nEpoch 0: |          | 5588/? [35:58<00:00,  2.59it/s]\nEpoch 0: |          | 5589/? [35:58<00:00,  2.59it/s]\nEpoch 0: |          | 5589/? [35:58<00:00,  2.59it/s]\nEpoch 0: |          | 5590/? [35:59<00:00,  2.59it/s]\nEpoch 0: |          | 5590/? [35:59<00:00,  2.59it/s]\nEpoch 0: |          | 5591/? [35:59<00:00,  2.59it/s]\nEpoch 0: |          | 5591/? [35:59<00:00,  2.59it/s]\nEpoch 0: |          | 5592/? [35:59<00:00,  2.59it/s]\nEpoch 0: |          | 5592/? [35:59<00:00,  2.59it/s]\nEpoch 0: |          | 5593/? [36:00<00:00,  2.59it/s]\nEpoch 0: |          | 5593/? [36:00<00:00,  2.59it/s]\nEpoch 0: |          | 5594/? [36:00<00:00,  2.59it/s]\nEpoch 0: |          | 5594/? [36:00<00:00,  2.59it/s]\nEpoch 0: |          | 5595/? [36:00<00:00,  2.59it/s]\nEpoch 0: |          | 5595/? [36:00<00:00,  2.59it/s]\nEpoch 0: |          | 5596/? [36:00<00:00,  2.59it/s]\nEpoch 0: |          | 5596/? [36:00<00:00,  2.59it/s]\nEpoch 0: |          | 5597/? [36:01<00:00,  2.59it/s]\nEpoch 0: |          | 5597/? [36:01<00:00,  2.59it/s]\nEpoch 0: |          | 5598/? [36:01<00:00,  2.59it/s]\nEpoch 0: |          | 5598/? [36:01<00:00,  2.59it/s]\nEpoch 0: |          | 5599/? [36:01<00:00,  2.59it/s]\nEpoch 0: |          | 5599/? [36:01<00:00,  2.59it/s]\nEpoch 0: |          | 5600/? [36:02<00:00,  2.59it/s]\nEpoch 0: |          | 5600/? [36:02<00:00,  2.59it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.46it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.04it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 11.88it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 11.50it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 5600/? [36:02<00:00,  2.59it/s]\nEpoch 0: |          | 5601/? [36:02<00:00,  2.59it/s]\nEpoch 0: |          | 5601/? [36:02<00:00,  2.59it/s]\nEpoch 0: |          | 5602/? [36:03<00:00,  2.59it/s]\nEpoch 0: |          | 5602/? [36:03<00:00,  2.59it/s]\nEpoch 0: |          | 5603/? [36:03<00:00,  2.59it/s]\nEpoch 0: |          | 5603/? [36:03<00:00,  2.59it/s]\nEpoch 0: |          | 5604/? [36:03<00:00,  2.59it/s]\nEpoch 0: |          | 5604/? [36:03<00:00,  2.59it/s]\nEpoch 0: |          | 5605/? [36:03<00:00,  2.59it/s]\nEpoch 0: |          | 5605/? [36:03<00:00,  2.59it/s]\nEpoch 0: |          | 5606/? [36:04<00:00,  2.59it/s]\nEpoch 0: |          | 5606/? [36:04<00:00,  2.59it/s]\nEpoch 0: |          | 5607/? [36:04<00:00,  2.59it/s]\nEpoch 0: |          | 5607/? [36:04<00:00,  2.59it/s]\nEpoch 0: |          | 5608/? [36:04<00:00,  2.59it/s]\nEpoch 0: |          | 5608/? [36:04<00:00,  2.59it/s]\nEpoch 0: |          | 5609/? [36:05<00:00,  2.59it/s]\nEpoch 0: |          | 5609/? [36:05<00:00,  2.59it/s]\nEpoch 0: |          | 5610/? [36:05<00:00,  2.59it/s]\nEpoch 0: |          | 5610/? [36:05<00:00,  2.59it/s]\nEpoch 0: |          | 5611/? [36:05<00:00,  2.59it/s]\nEpoch 0: |          | 5611/? [36:05<00:00,  2.59it/s]\nEpoch 0: |          | 5612/? [36:06<00:00,  2.59it/s]\nEpoch 0: |          | 5612/? [36:06<00:00,  2.59it/s]\nEpoch 0: |          | 5613/? [36:06<00:00,  2.59it/s]\nEpoch 0: |          | 5613/? [36:06<00:00,  2.59it/s]\nEpoch 0: |          | 5614/? [36:06<00:00,  2.59it/s]\nEpoch 0: |          | 5614/? [36:06<00:00,  2.59it/s]\nEpoch 0: |          | 5615/? [36:06<00:00,  2.59it/s]\nEpoch 0: |          | 5615/? [36:06<00:00,  2.59it/s]\nEpoch 0: |          | 5616/? [36:07<00:00,  2.59it/s]\nEpoch 0: |          | 5616/? [36:07<00:00,  2.59it/s]\nEpoch 0: |          | 5617/? [36:07<00:00,  2.59it/s]\nEpoch 0: |          | 5617/? [36:07<00:00,  2.59it/s]\nEpoch 0: |          | 5618/? [36:07<00:00,  2.59it/s]\nEpoch 0: |          | 5618/? [36:07<00:00,  2.59it/s]\nEpoch 0: |          | 5619/? [36:08<00:00,  2.59it/s]\nEpoch 0: |          | 5619/? [36:08<00:00,  2.59it/s]\nEpoch 0: |          | 5620/? [36:08<00:00,  2.59it/s]\nEpoch 0: |          | 5620/? [36:08<00:00,  2.59it/s]\nEpoch 0: |          | 5621/? [36:08<00:00,  2.59it/s]\nEpoch 0: |          | 5621/? [36:08<00:00,  2.59it/s]\nEpoch 0: |          | 5622/? [36:08<00:00,  2.59it/s]\nEpoch 0: |          | 5622/? [36:08<00:00,  2.59it/s]\nEpoch 0: |          | 5623/? [36:09<00:00,  2.59it/s]\nEpoch 0: |          | 5623/? [36:09<00:00,  2.59it/s]\nEpoch 0: |          | 5624/? [36:09<00:00,  2.59it/s]\nEpoch 0: |          | 5624/? [36:09<00:00,  2.59it/s]\nEpoch 0: |          | 5625/? [36:09<00:00,  2.59it/s]\nEpoch 0: |          | 5625/? [36:09<00:00,  2.59it/s]\nEpoch 0: |          | 5626/? [36:10<00:00,  2.59it/s]\nEpoch 0: |          | 5626/? [36:10<00:00,  2.59it/s]\nEpoch 0: |          | 5627/? [36:10<00:00,  2.59it/s]\nEpoch 0: |          | 5627/? [36:10<00:00,  2.59it/s]\nEpoch 0: |          | 5628/? [36:10<00:00,  2.59it/s]\nEpoch 0: |          | 5628/? [36:10<00:00,  2.59it/s]\nEpoch 0: |          | 5629/? [36:11<00:00,  2.59it/s]\nEpoch 0: |          | 5629/? [36:11<00:00,  2.59it/s]\nEpoch 0: |          | 5630/? [36:11<00:00,  2.59it/s]\nEpoch 0: |          | 5630/? [36:11<00:00,  2.59it/s]\nEpoch 0: |          | 5631/? [36:11<00:00,  2.59it/s]\nEpoch 0: |          | 5631/? [36:11<00:00,  2.59it/s]\nEpoch 0: |          | 5632/? [36:11<00:00,  2.59it/s]\nEpoch 0: |          | 5632/? [36:11<00:00,  2.59it/s]\nEpoch 0: |          | 5633/? [36:12<00:00,  2.59it/s]\nEpoch 0: |          | 5633/? [36:12<00:00,  2.59it/s]\nEpoch 0: |          | 5634/? [36:12<00:00,  2.59it/s]\nEpoch 0: |          | 5634/? [36:12<00:00,  2.59it/s]\nEpoch 0: |          | 5635/? [36:12<00:00,  2.59it/s]\nEpoch 0: |          | 5635/? [36:12<00:00,  2.59it/s]\nEpoch 0: |          | 5636/? [36:13<00:00,  2.59it/s]\nEpoch 0: |          | 5636/? [36:13<00:00,  2.59it/s]\nEpoch 0: |          | 5637/? [36:13<00:00,  2.59it/s]\nEpoch 0: |          | 5637/? [36:13<00:00,  2.59it/s]\nEpoch 0: |          | 5638/? [36:13<00:00,  2.59it/s]\nEpoch 0: |          | 5638/? [36:13<00:00,  2.59it/s]\nEpoch 0: |          | 5639/? [36:13<00:00,  2.59it/s]\nEpoch 0: |          | 5639/? [36:13<00:00,  2.59it/s]\nEpoch 0: |          | 5640/? [36:14<00:00,  2.59it/s]\nEpoch 0: |          | 5640/? [36:14<00:00,  2.59it/s]\nEpoch 0: |          | 5641/? [36:14<00:00,  2.59it/s]\nEpoch 0: |          | 5641/? [36:14<00:00,  2.59it/s]\nEpoch 0: |          | 5642/? [36:14<00:00,  2.59it/s]\nEpoch 0: |          | 5642/? [36:14<00:00,  2.59it/s]\nEpoch 0: |          | 5643/? [36:15<00:00,  2.59it/s]\nEpoch 0: |          | 5643/? [36:15<00:00,  2.59it/s]\nEpoch 0: |          | 5644/? [36:15<00:00,  2.59it/s]\nEpoch 0: |          | 5644/? [36:15<00:00,  2.59it/s]\nEpoch 0: |          | 5645/? [36:15<00:00,  2.59it/s]\nEpoch 0: |          | 5645/? [36:15<00:00,  2.59it/s]\nEpoch 0: |          | 5646/? [36:16<00:00,  2.59it/s]\nEpoch 0: |          | 5646/? [36:16<00:00,  2.59it/s]\nEpoch 0: |          | 5647/? [36:16<00:00,  2.59it/s]\nEpoch 0: |          | 5647/? [36:16<00:00,  2.59it/s]\nEpoch 0: |          | 5648/? [36:16<00:00,  2.59it/s]\nEpoch 0: |          | 5648/? [36:16<00:00,  2.59it/s]\nEpoch 0: |          | 5649/? [36:17<00:00,  2.59it/s]\nEpoch 0: |          | 5649/? [36:17<00:00,  2.59it/s]\nEpoch 0: |          | 5650/? [36:17<00:00,  2.59it/s]\nEpoch 0: |          | 5650/? [36:17<00:00,  2.59it/s]\nEpoch 0: |          | 5651/? [36:17<00:00,  2.60it/s]\nEpoch 0: |          | 5651/? [36:17<00:00,  2.60it/s]\nEpoch 0: |          | 5652/? [36:17<00:00,  2.60it/s]\nEpoch 0: |          | 5652/? [36:17<00:00,  2.60it/s]\nEpoch 0: |          | 5653/? [36:18<00:00,  2.60it/s]\nEpoch 0: |          | 5653/? [36:18<00:00,  2.60it/s]\nEpoch 0: |          | 5654/? [36:18<00:00,  2.60it/s]\nEpoch 0: |          | 5654/? [36:18<00:00,  2.60it/s]\nEpoch 0: |          | 5655/? [36:18<00:00,  2.60it/s]\nEpoch 0: |          | 5655/? [36:18<00:00,  2.60it/s]\nEpoch 0: |          | 5656/? [36:19<00:00,  2.60it/s]\nEpoch 0: |          | 5656/? [36:19<00:00,  2.60it/s]\nEpoch 0: |          | 5657/? [36:19<00:00,  2.60it/s]\nEpoch 0: |          | 5657/? [36:19<00:00,  2.60it/s]\nEpoch 0: |          | 5658/? [36:19<00:00,  2.60it/s]\nEpoch 0: |          | 5658/? [36:19<00:00,  2.60it/s]\nEpoch 0: |          | 5659/? [36:19<00:00,  2.60it/s]\nEpoch 0: |          | 5659/? [36:19<00:00,  2.60it/s]\nEpoch 0: |          | 5660/? [36:20<00:00,  2.60it/s]\nEpoch 0: |          | 5660/? [36:20<00:00,  2.60it/s]\nEpoch 0: |          | 5661/? [36:20<00:00,  2.60it/s]\nEpoch 0: |          | 5661/? [36:20<00:00,  2.60it/s]\nEpoch 0: |          | 5662/? [36:20<00:00,  2.60it/s]\nEpoch 0: |          | 5662/? [36:20<00:00,  2.60it/s]\nEpoch 0: |          | 5663/? [36:21<00:00,  2.60it/s]\nEpoch 0: |          | 5663/? [36:21<00:00,  2.60it/s]\nEpoch 0: |          | 5664/? [36:21<00:00,  2.60it/s]\nEpoch 0: |          | 5664/? [36:21<00:00,  2.60it/s]\nEpoch 0: |          | 5665/? [36:21<00:00,  2.60it/s]\nEpoch 0: |          | 5665/? [36:21<00:00,  2.60it/s]\nEpoch 0: |          | 5666/? [36:22<00:00,  2.60it/s]\nEpoch 0: |          | 5666/? [36:22<00:00,  2.60it/s]\nEpoch 0: |          | 5667/? [36:22<00:00,  2.60it/s]\nEpoch 0: |          | 5667/? [36:22<00:00,  2.60it/s]\nEpoch 0: |          | 5668/? [36:22<00:00,  2.60it/s]\nEpoch 0: |          | 5668/? [36:22<00:00,  2.60it/s]\nEpoch 0: |          | 5669/? [36:22<00:00,  2.60it/s]\nEpoch 0: |          | 5669/? [36:22<00:00,  2.60it/s]\nEpoch 0: |          | 5670/? [36:23<00:00,  2.60it/s]\nEpoch 0: |          | 5670/? [36:23<00:00,  2.60it/s]\nEpoch 0: |          | 5671/? [36:23<00:00,  2.60it/s]\nEpoch 0: |          | 5671/? [36:23<00:00,  2.60it/s]\nEpoch 0: |          | 5672/? [36:23<00:00,  2.60it/s]\nEpoch 0: |          | 5672/? [36:23<00:00,  2.60it/s]\nEpoch 0: |          | 5673/? [36:24<00:00,  2.60it/s]\nEpoch 0: |          | 5673/? [36:24<00:00,  2.60it/s]\nEpoch 0: |          | 5674/? [36:24<00:00,  2.60it/s]\nEpoch 0: |          | 5674/? [36:24<00:00,  2.60it/s]\nEpoch 0: |          | 5675/? [36:24<00:00,  2.60it/s]\nEpoch 0: |          | 5675/? [36:24<00:00,  2.60it/s]\nEpoch 0: |          | 5676/? [36:25<00:00,  2.60it/s]\nEpoch 0: |          | 5676/? [36:25<00:00,  2.60it/s]\nEpoch 0: |          | 5677/? [36:25<00:00,  2.60it/s]\nEpoch 0: |          | 5677/? [36:25<00:00,  2.60it/s]\nEpoch 0: |          | 5678/? [36:25<00:00,  2.60it/s]\nEpoch 0: |          | 5678/? [36:25<00:00,  2.60it/s]\nEpoch 0: |          | 5679/? [36:25<00:00,  2.60it/s]\nEpoch 0: |          | 5679/? [36:25<00:00,  2.60it/s]\nEpoch 0: |          | 5680/? [36:26<00:00,  2.60it/s]\nEpoch 0: |          | 5680/? [36:26<00:00,  2.60it/s]\nEpoch 0: |          | 5681/? [36:26<00:00,  2.60it/s]\nEpoch 0: |          | 5681/? [36:26<00:00,  2.60it/s]\nEpoch 0: |          | 5682/? [36:26<00:00,  2.60it/s]\nEpoch 0: |          | 5682/? [36:26<00:00,  2.60it/s]\nEpoch 0: |          | 5683/? [36:27<00:00,  2.60it/s]\nEpoch 0: |          | 5683/? [36:27<00:00,  2.60it/s]\nEpoch 0: |          | 5684/? [36:27<00:00,  2.60it/s]\nEpoch 0: |          | 5684/? [36:27<00:00,  2.60it/s]\nEpoch 0: |          | 5685/? [36:27<00:00,  2.60it/s]\nEpoch 0: |          | 5685/? [36:27<00:00,  2.60it/s]\nEpoch 0: |          | 5686/? [36:27<00:00,  2.60it/s]\nEpoch 0: |          | 5686/? [36:27<00:00,  2.60it/s]\nEpoch 0: |          | 5687/? [36:28<00:00,  2.60it/s]\nEpoch 0: |          | 5687/? [36:28<00:00,  2.60it/s]\nEpoch 0: |          | 5688/? [36:28<00:00,  2.60it/s]\nEpoch 0: |          | 5688/? [36:28<00:00,  2.60it/s]\nEpoch 0: |          | 5689/? [36:28<00:00,  2.60it/s]\nEpoch 0: |          | 5689/? [36:28<00:00,  2.60it/s]\nEpoch 0: |          | 5690/? [36:29<00:00,  2.60it/s]\nEpoch 0: |          | 5690/? [36:29<00:00,  2.60it/s]\nEpoch 0: |          | 5691/? [36:29<00:00,  2.60it/s]\nEpoch 0: |          | 5691/? [36:29<00:00,  2.60it/s]\nEpoch 0: |          | 5692/? [36:29<00:00,  2.60it/s]\nEpoch 0: |          | 5692/? [36:29<00:00,  2.60it/s]\nEpoch 0: |          | 5693/? [36:30<00:00,  2.60it/s]\nEpoch 0: |          | 5693/? [36:30<00:00,  2.60it/s]\nEpoch 0: |          | 5694/? [36:30<00:00,  2.60it/s]\nEpoch 0: |          | 5694/? [36:30<00:00,  2.60it/s]\nEpoch 0: |          | 5695/? [36:30<00:00,  2.60it/s]\nEpoch 0: |          | 5695/? [36:30<00:00,  2.60it/s]\nEpoch 0: |          | 5696/? [36:30<00:00,  2.60it/s]\nEpoch 0: |          | 5696/? [36:30<00:00,  2.60it/s]\nEpoch 0: |          | 5697/? [36:31<00:00,  2.60it/s]\nEpoch 0: |          | 5697/? [36:31<00:00,  2.60it/s]\nEpoch 0: |          | 5698/? [36:31<00:00,  2.60it/s]\nEpoch 0: |          | 5698/? [36:31<00:00,  2.60it/s]\nEpoch 0: |          | 5699/? [36:31<00:00,  2.60it/s]\nEpoch 0: |          | 5699/? [36:31<00:00,  2.60it/s]\nEpoch 0: |          | 5700/? [36:32<00:00,  2.60it/s]\nEpoch 0: |          | 5700/? [36:32<00:00,  2.60it/s]\nEpoch 0: |          | 5701/? [36:32<00:00,  2.60it/s]\nEpoch 0: |          | 5701/? [36:32<00:00,  2.60it/s]\nEpoch 0: |          | 5702/? [36:32<00:00,  2.60it/s]\nEpoch 0: |          | 5702/? [36:32<00:00,  2.60it/s]\nEpoch 0: |          | 5703/? [36:32<00:00,  2.60it/s]\nEpoch 0: |          | 5703/? [36:32<00:00,  2.60it/s]\nEpoch 0: |          | 5704/? [36:33<00:00,  2.60it/s]\nEpoch 0: |          | 5704/? [36:33<00:00,  2.60it/s]\nEpoch 0: |          | 5705/? [36:33<00:00,  2.60it/s]\nEpoch 0: |          | 5705/? [36:33<00:00,  2.60it/s]\nEpoch 0: |          | 5706/? [36:33<00:00,  2.60it/s]\nEpoch 0: |          | 5706/? [36:33<00:00,  2.60it/s]\nEpoch 0: |          | 5707/? [36:34<00:00,  2.60it/s]\nEpoch 0: |          | 5707/? [36:34<00:00,  2.60it/s]\nEpoch 0: |          | 5708/? [36:34<00:00,  2.60it/s]\nEpoch 0: |          | 5708/? [36:34<00:00,  2.60it/s]\nEpoch 0: |          | 5709/? [36:34<00:00,  2.60it/s]\nEpoch 0: |          | 5709/? [36:34<00:00,  2.60it/s]\nEpoch 0: |          | 5710/? [36:35<00:00,  2.60it/s]\nEpoch 0: |          | 5710/? [36:35<00:00,  2.60it/s]\nEpoch 0: |          | 5711/? [36:35<00:00,  2.60it/s]\nEpoch 0: |          | 5711/? [36:35<00:00,  2.60it/s]\nEpoch 0: |          | 5712/? [36:35<00:00,  2.60it/s]\nEpoch 0: |          | 5712/? [36:35<00:00,  2.60it/s]\nEpoch 0: |          | 5713/? [36:35<00:00,  2.60it/s]\nEpoch 0: |          | 5713/? [36:35<00:00,  2.60it/s]\nEpoch 0: |          | 5714/? [36:36<00:00,  2.60it/s]\nEpoch 0: |          | 5714/? [36:36<00:00,  2.60it/s]\nEpoch 0: |          | 5715/? [36:36<00:00,  2.60it/s]\nEpoch 0: |          | 5715/? [36:36<00:00,  2.60it/s]\nEpoch 0: |          | 5716/? [36:36<00:00,  2.60it/s]\nEpoch 0: |          | 5716/? [36:36<00:00,  2.60it/s]\nEpoch 0: |          | 5717/? [36:37<00:00,  2.60it/s]\nEpoch 0: |          | 5717/? [36:37<00:00,  2.60it/s]\nEpoch 0: |          | 5718/? [36:37<00:00,  2.60it/s]\nEpoch 0: |          | 5718/? [36:37<00:00,  2.60it/s]\nEpoch 0: |          | 5719/? [36:37<00:00,  2.60it/s]\nEpoch 0: |          | 5719/? [36:37<00:00,  2.60it/s]\nEpoch 0: |          | 5720/? [36:37<00:00,  2.60it/s]\nEpoch 0: |          | 5720/? [36:37<00:00,  2.60it/s]\nEpoch 0: |          | 5721/? [36:38<00:00,  2.60it/s]\nEpoch 0: |          | 5721/? [36:38<00:00,  2.60it/s]\nEpoch 0: |          | 5722/? [36:38<00:00,  2.60it/s]\nEpoch 0: |          | 5722/? [36:38<00:00,  2.60it/s]\nEpoch 0: |          | 5723/? [36:39<00:00,  2.60it/s]\nEpoch 0: |          | 5723/? [36:39<00:00,  2.60it/s]\nEpoch 0: |          | 5724/? [36:39<00:00,  2.60it/s]\nEpoch 0: |          | 5724/? [36:39<00:00,  2.60it/s]\nEpoch 0: |          | 5725/? [36:39<00:00,  2.60it/s]\nEpoch 0: |          | 5725/? [36:39<00:00,  2.60it/s]\nEpoch 0: |          | 5726/? [36:39<00:00,  2.60it/s]\nEpoch 0: |          | 5726/? [36:39<00:00,  2.60it/s]\nEpoch 0: |          | 5727/? [36:40<00:00,  2.60it/s]\nEpoch 0: |          | 5727/? [36:40<00:00,  2.60it/s]\nEpoch 0: |          | 5728/? [36:40<00:00,  2.60it/s]\nEpoch 0: |          | 5728/? [36:40<00:00,  2.60it/s]\nEpoch 0: |          | 5729/? [36:40<00:00,  2.60it/s]\nEpoch 0: |          | 5729/? [36:40<00:00,  2.60it/s]\nEpoch 0: |          | 5730/? [36:41<00:00,  2.60it/s]\nEpoch 0: |          | 5730/? [36:41<00:00,  2.60it/s]\nEpoch 0: |          | 5731/? [36:41<00:00,  2.60it/s]\nEpoch 0: |          | 5731/? [36:41<00:00,  2.60it/s]\nEpoch 0: |          | 5732/? [36:41<00:00,  2.60it/s]\nEpoch 0: |          | 5732/? [36:41<00:00,  2.60it/s]\nEpoch 0: |          | 5733/? [36:41<00:00,  2.60it/s]\nEpoch 0: |          | 5733/? [36:41<00:00,  2.60it/s]\nEpoch 0: |          | 5734/? [36:42<00:00,  2.60it/s]\nEpoch 0: |          | 5734/? [36:42<00:00,  2.60it/s]\nEpoch 0: |          | 5735/? [36:42<00:00,  2.60it/s]\nEpoch 0: |          | 5735/? [36:42<00:00,  2.60it/s]\nEpoch 0: |          | 5736/? [36:42<00:00,  2.60it/s]\nEpoch 0: |          | 5736/? [36:42<00:00,  2.60it/s]\nEpoch 0: |          | 5737/? [36:43<00:00,  2.60it/s]\nEpoch 0: |          | 5737/? [36:43<00:00,  2.60it/s]\nEpoch 0: |          | 5738/? [36:43<00:00,  2.60it/s]\nEpoch 0: |          | 5738/? [36:43<00:00,  2.60it/s]\nEpoch 0: |          | 5739/? [36:43<00:00,  2.60it/s]\nEpoch 0: |          | 5739/? [36:43<00:00,  2.60it/s]\nEpoch 0: |          | 5740/? [36:44<00:00,  2.60it/s]\nEpoch 0: |          | 5740/? [36:44<00:00,  2.60it/s]\nEpoch 0: |          | 5741/? [36:44<00:00,  2.60it/s]\nEpoch 0: |          | 5741/? [36:44<00:00,  2.60it/s]\nEpoch 0: |          | 5742/? [36:44<00:00,  2.60it/s]\nEpoch 0: |          | 5742/? [36:44<00:00,  2.60it/s]\nEpoch 0: |          | 5743/? [36:44<00:00,  2.60it/s]\nEpoch 0: |          | 5743/? [36:44<00:00,  2.60it/s]\nEpoch 0: |          | 5744/? [36:45<00:00,  2.60it/s]\nEpoch 0: |          | 5744/? [36:45<00:00,  2.60it/s]\nEpoch 0: |          | 5745/? [36:45<00:00,  2.60it/s]\nEpoch 0: |          | 5745/? [36:45<00:00,  2.60it/s]\nEpoch 0: |          | 5746/? [36:45<00:00,  2.60it/s]\nEpoch 0: |          | 5746/? [36:45<00:00,  2.60it/s]\nEpoch 0: |          | 5747/? [36:46<00:00,  2.60it/s]\nEpoch 0: |          | 5747/? [36:46<00:00,  2.60it/s]\nEpoch 0: |          | 5748/? [36:46<00:00,  2.61it/s]\nEpoch 0: |          | 5748/? [36:46<00:00,  2.61it/s]\nEpoch 0: |          | 5749/? [36:46<00:00,  2.61it/s]\nEpoch 0: |          | 5749/? [36:46<00:00,  2.61it/s]\nEpoch 0: |          | 5750/? [36:47<00:00,  2.61it/s]\nEpoch 0: |          | 5750/? [36:47<00:00,  2.61it/s]\nEpoch 0: |          | 5751/? [36:47<00:00,  2.61it/s]\nEpoch 0: |          | 5751/? [36:47<00:00,  2.61it/s]\nEpoch 0: |          | 5752/? [36:47<00:00,  2.61it/s]\nEpoch 0: |          | 5752/? [36:47<00:00,  2.61it/s]\nEpoch 0: |          | 5753/? [36:47<00:00,  2.61it/s]\nEpoch 0: |          | 5753/? [36:47<00:00,  2.61it/s]\nEpoch 0: |          | 5754/? [36:48<00:00,  2.61it/s]\nEpoch 0: |          | 5754/? [36:48<00:00,  2.61it/s]\nEpoch 0: |          | 5755/? [36:48<00:00,  2.61it/s]\nEpoch 0: |          | 5755/? [36:48<00:00,  2.61it/s]\nEpoch 0: |          | 5756/? [36:48<00:00,  2.61it/s]\nEpoch 0: |          | 5756/? [36:48<00:00,  2.61it/s]\nEpoch 0: |          | 5757/? [36:49<00:00,  2.61it/s]\nEpoch 0: |          | 5757/? [36:49<00:00,  2.61it/s]\nEpoch 0: |          | 5758/? [36:49<00:00,  2.61it/s]\nEpoch 0: |          | 5758/? [36:49<00:00,  2.61it/s]\nEpoch 0: |          | 5759/? [36:49<00:00,  2.61it/s]\nEpoch 0: |          | 5759/? [36:49<00:00,  2.61it/s]\nEpoch 0: |          | 5760/? [36:49<00:00,  2.61it/s]\nEpoch 0: |          | 5760/? [36:49<00:00,  2.61it/s]\nEpoch 0: |          | 5761/? [36:50<00:00,  2.61it/s]\nEpoch 0: |          | 5761/? [36:50<00:00,  2.61it/s]\nEpoch 0: |          | 5762/? [36:50<00:00,  2.61it/s]\nEpoch 0: |          | 5762/? [36:50<00:00,  2.61it/s]\nEpoch 0: |          | 5763/? [36:50<00:00,  2.61it/s]\nEpoch 0: |          | 5763/? [36:50<00:00,  2.61it/s]\nEpoch 0: |          | 5764/? [36:51<00:00,  2.61it/s]\nEpoch 0: |          | 5764/? [36:51<00:00,  2.61it/s]\nEpoch 0: |          | 5765/? [36:51<00:00,  2.61it/s]\nEpoch 0: |          | 5765/? [36:51<00:00,  2.61it/s]\nEpoch 0: |          | 5766/? [36:51<00:00,  2.61it/s]\nEpoch 0: |          | 5766/? [36:51<00:00,  2.61it/s]\nEpoch 0: |          | 5767/? [36:52<00:00,  2.61it/s]\nEpoch 0: |          | 5767/? [36:52<00:00,  2.61it/s]\nEpoch 0: |          | 5768/? [36:52<00:00,  2.61it/s]\nEpoch 0: |          | 5768/? [36:52<00:00,  2.61it/s]\nEpoch 0: |          | 5769/? [36:52<00:00,  2.61it/s]\nEpoch 0: |          | 5769/? [36:52<00:00,  2.61it/s]\nEpoch 0: |          | 5770/? [36:52<00:00,  2.61it/s]\nEpoch 0: |          | 5770/? [36:52<00:00,  2.61it/s]\nEpoch 0: |          | 5771/? [36:53<00:00,  2.61it/s]\nEpoch 0: |          | 5771/? [36:53<00:00,  2.61it/s]\nEpoch 0: |          | 5772/? [36:53<00:00,  2.61it/s]\nEpoch 0: |          | 5772/? [36:53<00:00,  2.61it/s]\nEpoch 0: |          | 5773/? [36:53<00:00,  2.61it/s]\nEpoch 0: |          | 5773/? [36:53<00:00,  2.61it/s]\nEpoch 0: |          | 5774/? [36:54<00:00,  2.61it/s]\nEpoch 0: |          | 5774/? [36:54<00:00,  2.61it/s]\nEpoch 0: |          | 5775/? [36:54<00:00,  2.61it/s]\nEpoch 0: |          | 5775/? [36:54<00:00,  2.61it/s]\nEpoch 0: |          | 5776/? [36:54<00:00,  2.61it/s]\nEpoch 0: |          | 5776/? [36:54<00:00,  2.61it/s]\nEpoch 0: |          | 5777/? [36:54<00:00,  2.61it/s]\nEpoch 0: |          | 5777/? [36:54<00:00,  2.61it/s]\nEpoch 0: |          | 5778/? [36:55<00:00,  2.61it/s]\nEpoch 0: |          | 5778/? [36:55<00:00,  2.61it/s]\nEpoch 0: |          | 5779/? [36:55<00:00,  2.61it/s]\nEpoch 0: |          | 5779/? [36:55<00:00,  2.61it/s]\nEpoch 0: |          | 5780/? [36:55<00:00,  2.61it/s]\nEpoch 0: |          | 5780/? [36:55<00:00,  2.61it/s]\nEpoch 0: |          | 5781/? [36:56<00:00,  2.61it/s]\nEpoch 0: |          | 5781/? [36:56<00:00,  2.61it/s]\nEpoch 0: |          | 5782/? [36:56<00:00,  2.61it/s]\nEpoch 0: |          | 5782/? [36:56<00:00,  2.61it/s]\nEpoch 0: |          | 5783/? [36:56<00:00,  2.61it/s]\nEpoch 0: |          | 5783/? [36:56<00:00,  2.61it/s]\nEpoch 0: |          | 5784/? [36:57<00:00,  2.61it/s]\nEpoch 0: |          | 5784/? [36:57<00:00,  2.61it/s]\nEpoch 0: |          | 5785/? [36:57<00:00,  2.61it/s]\nEpoch 0: |          | 5785/? [36:57<00:00,  2.61it/s]\nEpoch 0: |          | 5786/? [36:57<00:00,  2.61it/s]\nEpoch 0: |          | 5786/? [36:57<00:00,  2.61it/s]\nEpoch 0: |          | 5787/? [36:57<00:00,  2.61it/s]\nEpoch 0: |          | 5787/? [36:57<00:00,  2.61it/s]\nEpoch 0: |          | 5788/? [36:58<00:00,  2.61it/s]\nEpoch 0: |          | 5788/? [36:58<00:00,  2.61it/s]\nEpoch 0: |          | 5789/? [36:58<00:00,  2.61it/s]\nEpoch 0: |          | 5789/? [36:58<00:00,  2.61it/s]\nEpoch 0: |          | 5790/? [36:58<00:00,  2.61it/s]\nEpoch 0: |          | 5790/? [36:58<00:00,  2.61it/s]\nEpoch 0: |          | 5791/? [36:59<00:00,  2.61it/s]\nEpoch 0: |          | 5791/? [36:59<00:00,  2.61it/s]\nEpoch 0: |          | 5792/? [36:59<00:00,  2.61it/s]\nEpoch 0: |          | 5792/? [36:59<00:00,  2.61it/s]\nEpoch 0: |          | 5793/? [36:59<00:00,  2.61it/s]\nEpoch 0: |          | 5793/? [36:59<00:00,  2.61it/s]\nEpoch 0: |          | 5794/? [36:59<00:00,  2.61it/s]\nEpoch 0: |          | 5794/? [36:59<00:00,  2.61it/s]\nEpoch 0: |          | 5795/? [37:00<00:00,  2.61it/s]\nEpoch 0: |          | 5795/? [37:00<00:00,  2.61it/s]\nEpoch 0: |          | 5796/? [37:00<00:00,  2.61it/s]\nEpoch 0: |          | 5796/? [37:00<00:00,  2.61it/s]\nEpoch 0: |          | 5797/? [37:00<00:00,  2.61it/s]\nEpoch 0: |          | 5797/? [37:00<00:00,  2.61it/s]\nEpoch 0: |          | 5798/? [37:01<00:00,  2.61it/s]\nEpoch 0: |          | 5798/? [37:01<00:00,  2.61it/s]\nEpoch 0: |          | 5799/? [37:01<00:00,  2.61it/s]\nEpoch 0: |          | 5799/? [37:01<00:00,  2.61it/s]\nEpoch 0: |          | 5800/? [37:01<00:00,  2.61it/s]\nEpoch 0: |          | 5800/? [37:01<00:00,  2.61it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.72it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.30it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.00it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 11.98it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 5800/? [37:02<00:00,  2.61it/s]\nEpoch 0: |          | 5801/? [37:02<00:00,  2.61it/s]\nEpoch 0: |          | 5801/? [37:02<00:00,  2.61it/s]\nEpoch 0: |          | 5802/? [37:02<00:00,  2.61it/s]\nEpoch 0: |          | 5802/? [37:02<00:00,  2.61it/s]\nEpoch 0: |          | 5803/? [37:02<00:00,  2.61it/s]\nEpoch 0: |          | 5803/? [37:02<00:00,  2.61it/s]\nEpoch 0: |          | 5804/? [37:03<00:00,  2.61it/s]\nEpoch 0: |          | 5804/? [37:03<00:00,  2.61it/s]\nEpoch 0: |          | 5805/? [37:03<00:00,  2.61it/s]\nEpoch 0: |          | 5805/? [37:03<00:00,  2.61it/s]\nEpoch 0: |          | 5806/? [37:03<00:00,  2.61it/s]\nEpoch 0: |          | 5806/? [37:03<00:00,  2.61it/s]\nEpoch 0: |          | 5807/? [37:04<00:00,  2.61it/s]\nEpoch 0: |          | 5807/? [37:04<00:00,  2.61it/s]\nEpoch 0: |          | 5808/? [37:04<00:00,  2.61it/s]\nEpoch 0: |          | 5808/? [37:04<00:00,  2.61it/s]\nEpoch 0: |          | 5809/? [37:04<00:00,  2.61it/s]\nEpoch 0: |          | 5809/? [37:04<00:00,  2.61it/s]\nEpoch 0: |          | 5810/? [37:05<00:00,  2.61it/s]\nEpoch 0: |          | 5810/? [37:05<00:00,  2.61it/s]\nEpoch 0: |          | 5811/? [37:05<00:00,  2.61it/s]\nEpoch 0: |          | 5811/? [37:05<00:00,  2.61it/s]\nEpoch 0: |          | 5812/? [37:05<00:00,  2.61it/s]\nEpoch 0: |          | 5812/? [37:05<00:00,  2.61it/s]\nEpoch 0: |          | 5813/? [37:05<00:00,  2.61it/s]\nEpoch 0: |          | 5813/? [37:05<00:00,  2.61it/s]\nEpoch 0: |          | 5814/? [37:06<00:00,  2.61it/s]\nEpoch 0: |          | 5814/? [37:06<00:00,  2.61it/s]\nEpoch 0: |          | 5815/? [37:06<00:00,  2.61it/s]\nEpoch 0: |          | 5815/? [37:06<00:00,  2.61it/s]\nEpoch 0: |          | 5816/? [37:06<00:00,  2.61it/s]\nEpoch 0: |          | 5816/? [37:06<00:00,  2.61it/s]\nEpoch 0: |          | 5817/? [37:07<00:00,  2.61it/s]\nEpoch 0: |          | 5817/? [37:07<00:00,  2.61it/s]\nEpoch 0: |          | 5818/? [37:07<00:00,  2.61it/s]\nEpoch 0: |          | 5818/? [37:07<00:00,  2.61it/s]\nEpoch 0: |          | 5819/? [37:07<00:00,  2.61it/s]\nEpoch 0: |          | 5819/? [37:07<00:00,  2.61it/s]\nEpoch 0: |          | 5820/? [37:08<00:00,  2.61it/s]\nEpoch 0: |          | 5820/? [37:08<00:00,  2.61it/s]\nEpoch 0: |          | 5821/? [37:08<00:00,  2.61it/s]\nEpoch 0: |          | 5821/? [37:08<00:00,  2.61it/s]\nEpoch 0: |          | 5822/? [37:08<00:00,  2.61it/s]\nEpoch 0: |          | 5822/? [37:08<00:00,  2.61it/s]\nEpoch 0: |          | 5823/? [37:08<00:00,  2.61it/s]\nEpoch 0: |          | 5823/? [37:08<00:00,  2.61it/s]\nEpoch 0: |          | 5824/? [37:09<00:00,  2.61it/s]\nEpoch 0: |          | 5824/? [37:09<00:00,  2.61it/s]\nEpoch 0: |          | 5825/? [37:09<00:00,  2.61it/s]\nEpoch 0: |          | 5825/? [37:09<00:00,  2.61it/s]\nEpoch 0: |          | 5826/? [37:09<00:00,  2.61it/s]\nEpoch 0: |          | 5826/? [37:09<00:00,  2.61it/s]\nEpoch 0: |          | 5827/? [37:10<00:00,  2.61it/s]\nEpoch 0: |          | 5827/? [37:10<00:00,  2.61it/s]\nEpoch 0: |          | 5828/? [37:10<00:00,  2.61it/s]\nEpoch 0: |          | 5828/? [37:10<00:00,  2.61it/s]\nEpoch 0: |          | 5829/? [37:10<00:00,  2.61it/s]\nEpoch 0: |          | 5829/? [37:10<00:00,  2.61it/s]\nEpoch 0: |          | 5830/? [37:10<00:00,  2.61it/s]\nEpoch 0: |          | 5830/? [37:10<00:00,  2.61it/s]\nEpoch 0: |          | 5831/? [37:11<00:00,  2.61it/s]\nEpoch 0: |          | 5831/? [37:11<00:00,  2.61it/s]\nEpoch 0: |          | 5832/? [37:11<00:00,  2.61it/s]\nEpoch 0: |          | 5832/? [37:11<00:00,  2.61it/s]\nEpoch 0: |          | 5833/? [37:11<00:00,  2.61it/s]\nEpoch 0: |          | 5833/? [37:11<00:00,  2.61it/s]\nEpoch 0: |          | 5834/? [37:12<00:00,  2.61it/s]\nEpoch 0: |          | 5834/? [37:12<00:00,  2.61it/s]\nEpoch 0: |          | 5835/? [37:12<00:00,  2.61it/s]\nEpoch 0: |          | 5835/? [37:12<00:00,  2.61it/s]\nEpoch 0: |          | 5836/? [37:12<00:00,  2.61it/s]\nEpoch 0: |          | 5836/? [37:12<00:00,  2.61it/s]\nEpoch 0: |          | 5837/? [37:12<00:00,  2.61it/s]\nEpoch 0: |          | 5837/? [37:12<00:00,  2.61it/s]\nEpoch 0: |          | 5838/? [37:13<00:00,  2.61it/s]\nEpoch 0: |          | 5838/? [37:13<00:00,  2.61it/s]\nEpoch 0: |          | 5839/? [37:13<00:00,  2.61it/s]\nEpoch 0: |          | 5839/? [37:13<00:00,  2.61it/s]\nEpoch 0: |          | 5840/? [37:13<00:00,  2.61it/s]\nEpoch 0: |          | 5840/? [37:13<00:00,  2.61it/s]\nEpoch 0: |          | 5841/? [37:14<00:00,  2.61it/s]\nEpoch 0: |          | 5841/? [37:14<00:00,  2.61it/s]\nEpoch 0: |          | 5842/? [37:14<00:00,  2.61it/s]\nEpoch 0: |          | 5842/? [37:14<00:00,  2.61it/s]\nEpoch 0: |          | 5843/? [37:14<00:00,  2.61it/s]\nEpoch 0: |          | 5843/? [37:14<00:00,  2.61it/s]\nEpoch 0: |          | 5844/? [37:15<00:00,  2.61it/s]\nEpoch 0: |          | 5844/? [37:15<00:00,  2.61it/s]\nEpoch 0: |          | 5845/? [37:15<00:00,  2.61it/s]\nEpoch 0: |          | 5845/? [37:15<00:00,  2.61it/s]\nEpoch 0: |          | 5846/? [37:15<00:00,  2.61it/s]\nEpoch 0: |          | 5846/? [37:15<00:00,  2.61it/s]\nEpoch 0: |          | 5847/? [37:15<00:00,  2.62it/s]\nEpoch 0: |          | 5847/? [37:15<00:00,  2.62it/s]\nEpoch 0: |          | 5848/? [37:16<00:00,  2.62it/s]\nEpoch 0: |          | 5848/? [37:16<00:00,  2.62it/s]\nEpoch 0: |          | 5849/? [37:16<00:00,  2.62it/s]\nEpoch 0: |          | 5849/? [37:16<00:00,  2.62it/s]\nEpoch 0: |          | 5850/? [37:16<00:00,  2.62it/s]\nEpoch 0: |          | 5850/? [37:16<00:00,  2.62it/s]\nEpoch 0: |          | 5851/? [37:17<00:00,  2.62it/s]\nEpoch 0: |          | 5851/? [37:17<00:00,  2.62it/s]\nEpoch 0: |          | 5852/? [37:17<00:00,  2.62it/s]\nEpoch 0: |          | 5852/? [37:17<00:00,  2.62it/s]\nEpoch 0: |          | 5853/? [37:17<00:00,  2.62it/s]\nEpoch 0: |          | 5853/? [37:17<00:00,  2.62it/s]\nEpoch 0: |          | 5854/? [37:17<00:00,  2.62it/s]\nEpoch 0: |          | 5854/? [37:17<00:00,  2.62it/s]\nEpoch 0: |          | 5855/? [37:18<00:00,  2.62it/s]\nEpoch 0: |          | 5855/? [37:18<00:00,  2.62it/s]\nEpoch 0: |          | 5856/? [37:18<00:00,  2.62it/s]\nEpoch 0: |          | 5856/? [37:18<00:00,  2.62it/s]\nEpoch 0: |          | 5857/? [37:18<00:00,  2.62it/s]\nEpoch 0: |          | 5857/? [37:18<00:00,  2.62it/s]\nEpoch 0: |          | 5858/? [37:19<00:00,  2.62it/s]\nEpoch 0: |          | 5858/? [37:19<00:00,  2.62it/s]\nEpoch 0: |          | 5859/? [37:19<00:00,  2.62it/s]\nEpoch 0: |          | 5859/? [37:19<00:00,  2.62it/s]\nEpoch 0: |          | 5860/? [37:19<00:00,  2.62it/s]\nEpoch 0: |          | 5860/? [37:19<00:00,  2.62it/s]\nEpoch 0: |          | 5861/? [37:20<00:00,  2.62it/s]\nEpoch 0: |          | 5861/? [37:20<00:00,  2.62it/s]\nEpoch 0: |          | 5862/? [37:20<00:00,  2.62it/s]\nEpoch 0: |          | 5862/? [37:20<00:00,  2.62it/s]\nEpoch 0: |          | 5863/? [37:20<00:00,  2.62it/s]\nEpoch 0: |          | 5863/? [37:20<00:00,  2.62it/s]\nEpoch 0: |          | 5864/? [37:20<00:00,  2.62it/s]\nEpoch 0: |          | 5864/? [37:20<00:00,  2.62it/s]\nEpoch 0: |          | 5865/? [37:21<00:00,  2.62it/s]\nEpoch 0: |          | 5865/? [37:21<00:00,  2.62it/s]\nEpoch 0: |          | 5866/? [37:21<00:00,  2.62it/s]\nEpoch 0: |          | 5866/? [37:21<00:00,  2.62it/s]\nEpoch 0: |          | 5867/? [37:21<00:00,  2.62it/s]\nEpoch 0: |          | 5867/? [37:21<00:00,  2.62it/s]\nEpoch 0: |          | 5868/? [37:22<00:00,  2.62it/s]\nEpoch 0: |          | 5868/? [37:22<00:00,  2.62it/s]\nEpoch 0: |          | 5869/? [37:22<00:00,  2.62it/s]\nEpoch 0: |          | 5869/? [37:22<00:00,  2.62it/s]\nEpoch 0: |          | 5870/? [37:22<00:00,  2.62it/s]\nEpoch 0: |          | 5870/? [37:22<00:00,  2.62it/s]\nEpoch 0: |          | 5871/? [37:22<00:00,  2.62it/s]\nEpoch 0: |          | 5871/? [37:22<00:00,  2.62it/s]\nEpoch 0: |          | 5872/? [37:23<00:00,  2.62it/s]\nEpoch 0: |          | 5872/? [37:23<00:00,  2.62it/s]\nEpoch 0: |          | 5873/? [37:23<00:00,  2.62it/s]\nEpoch 0: |          | 5873/? [37:23<00:00,  2.62it/s]\nEpoch 0: |          | 5874/? [37:23<00:00,  2.62it/s]\nEpoch 0: |          | 5874/? [37:23<00:00,  2.62it/s]\nEpoch 0: |          | 5875/? [37:24<00:00,  2.62it/s]\nEpoch 0: |          | 5875/? [37:24<00:00,  2.62it/s]\nEpoch 0: |          | 5876/? [37:24<00:00,  2.62it/s]\nEpoch 0: |          | 5876/? [37:24<00:00,  2.62it/s]\nEpoch 0: |          | 5877/? [37:24<00:00,  2.62it/s]\nEpoch 0: |          | 5877/? [37:24<00:00,  2.62it/s]\nEpoch 0: |          | 5878/? [37:24<00:00,  2.62it/s]\nEpoch 0: |          | 5878/? [37:24<00:00,  2.62it/s]\nEpoch 0: |          | 5879/? [37:25<00:00,  2.62it/s]\nEpoch 0: |          | 5879/? [37:25<00:00,  2.62it/s]\nEpoch 0: |          | 5880/? [37:25<00:00,  2.62it/s]\nEpoch 0: |          | 5880/? [37:25<00:00,  2.62it/s]\nEpoch 0: |          | 5881/? [37:25<00:00,  2.62it/s]\nEpoch 0: |          | 5881/? [37:25<00:00,  2.62it/s]\nEpoch 0: |          | 5882/? [37:26<00:00,  2.62it/s]\nEpoch 0: |          | 5882/? [37:26<00:00,  2.62it/s]\nEpoch 0: |          | 5883/? [37:26<00:00,  2.62it/s]\nEpoch 0: |          | 5883/? [37:26<00:00,  2.62it/s]\nEpoch 0: |          | 5884/? [37:26<00:00,  2.62it/s]\nEpoch 0: |          | 5884/? [37:26<00:00,  2.62it/s]\nEpoch 0: |          | 5885/? [37:27<00:00,  2.62it/s]\nEpoch 0: |          | 5885/? [37:27<00:00,  2.62it/s]\nEpoch 0: |          | 5886/? [37:27<00:00,  2.62it/s]\nEpoch 0: |          | 5886/? [37:27<00:00,  2.62it/s]\nEpoch 0: |          | 5887/? [37:27<00:00,  2.62it/s]\nEpoch 0: |          | 5887/? [37:27<00:00,  2.62it/s]\nEpoch 0: |          | 5888/? [37:27<00:00,  2.62it/s]\nEpoch 0: |          | 5888/? [37:27<00:00,  2.62it/s]\nEpoch 0: |          | 5889/? [37:28<00:00,  2.62it/s]\nEpoch 0: |          | 5889/? [37:28<00:00,  2.62it/s]\nEpoch 0: |          | 5890/? [37:28<00:00,  2.62it/s]\nEpoch 0: |          | 5890/? [37:28<00:00,  2.62it/s]\nEpoch 0: |          | 5891/? [37:28<00:00,  2.62it/s]\nEpoch 0: |          | 5891/? [37:28<00:00,  2.62it/s]\nEpoch 0: |          | 5892/? [37:29<00:00,  2.62it/s]\nEpoch 0: |          | 5892/? [37:29<00:00,  2.62it/s]\nEpoch 0: |          | 5893/? [37:29<00:00,  2.62it/s]\nEpoch 0: |          | 5893/? [37:29<00:00,  2.62it/s]\nEpoch 0: |          | 5894/? [37:29<00:00,  2.62it/s]\nEpoch 0: |          | 5894/? [37:29<00:00,  2.62it/s]\nEpoch 0: |          | 5895/? [37:29<00:00,  2.62it/s]\nEpoch 0: |          | 5895/? [37:29<00:00,  2.62it/s]\nEpoch 0: |          | 5896/? [37:30<00:00,  2.62it/s]\nEpoch 0: |          | 5896/? [37:30<00:00,  2.62it/s]\nEpoch 0: |          | 5897/? [37:30<00:00,  2.62it/s]\nEpoch 0: |          | 5897/? [37:30<00:00,  2.62it/s]\nEpoch 0: |          | 5898/? [37:30<00:00,  2.62it/s]\nEpoch 0: |          | 5898/? [37:30<00:00,  2.62it/s]\nEpoch 0: |          | 5899/? [37:31<00:00,  2.62it/s]\nEpoch 0: |          | 5899/? [37:31<00:00,  2.62it/s]\nEpoch 0: |          | 5900/? [37:31<00:00,  2.62it/s]\nEpoch 0: |          | 5900/? [37:31<00:00,  2.62it/s]\nEpoch 0: |          | 5901/? [37:31<00:00,  2.62it/s]\nEpoch 0: |          | 5901/? [37:31<00:00,  2.62it/s]\nEpoch 0: |          | 5902/? [37:32<00:00,  2.62it/s]\nEpoch 0: |          | 5902/? [37:32<00:00,  2.62it/s]\nEpoch 0: |          | 5903/? [37:32<00:00,  2.62it/s]\nEpoch 0: |          | 5903/? [37:32<00:00,  2.62it/s]\nEpoch 0: |          | 5904/? [37:32<00:00,  2.62it/s]\nEpoch 0: |          | 5904/? [37:32<00:00,  2.62it/s]\nEpoch 0: |          | 5905/? [37:32<00:00,  2.62it/s]\nEpoch 0: |          | 5905/? [37:32<00:00,  2.62it/s]\nEpoch 0: |          | 5906/? [37:33<00:00,  2.62it/s]\nEpoch 0: |          | 5906/? [37:33<00:00,  2.62it/s]\nEpoch 0: |          | 5907/? [37:33<00:00,  2.62it/s]\nEpoch 0: |          | 5907/? [37:33<00:00,  2.62it/s]\nEpoch 0: |          | 5908/? [37:33<00:00,  2.62it/s]\nEpoch 0: |          | 5908/? [37:33<00:00,  2.62it/s]\nEpoch 0: |          | 5909/? [37:34<00:00,  2.62it/s]\nEpoch 0: |          | 5909/? [37:34<00:00,  2.62it/s]\nEpoch 0: |          | 5910/? [37:34<00:00,  2.62it/s]\nEpoch 0: |          | 5910/? [37:34<00:00,  2.62it/s]\nEpoch 0: |          | 5911/? [37:34<00:00,  2.62it/s]\nEpoch 0: |          | 5911/? [37:34<00:00,  2.62it/s]\nEpoch 0: |          | 5912/? [37:34<00:00,  2.62it/s]\nEpoch 0: |          | 5912/? [37:34<00:00,  2.62it/s]\nEpoch 0: |          | 5913/? [37:35<00:00,  2.62it/s]\nEpoch 0: |          | 5913/? [37:35<00:00,  2.62it/s]\nEpoch 0: |          | 5914/? [37:35<00:00,  2.62it/s]\nEpoch 0: |          | 5914/? [37:35<00:00,  2.62it/s]\nEpoch 0: |          | 5915/? [37:35<00:00,  2.62it/s]\nEpoch 0: |          | 5915/? [37:35<00:00,  2.62it/s]\nEpoch 0: |          | 5916/? [37:36<00:00,  2.62it/s]\nEpoch 0: |          | 5916/? [37:36<00:00,  2.62it/s]\nEpoch 0: |          | 5917/? [37:36<00:00,  2.62it/s]\nEpoch 0: |          | 5917/? [37:36<00:00,  2.62it/s]\nEpoch 0: |          | 5918/? [37:36<00:00,  2.62it/s]\nEpoch 0: |          | 5918/? [37:36<00:00,  2.62it/s]\nEpoch 0: |          | 5919/? [37:37<00:00,  2.62it/s]\nEpoch 0: |          | 5919/? [37:37<00:00,  2.62it/s]\nEpoch 0: |          | 5920/? [37:37<00:00,  2.62it/s]\nEpoch 0: |          | 5920/? [37:37<00:00,  2.62it/s]\nEpoch 0: |          | 5921/? [37:37<00:00,  2.62it/s]\nEpoch 0: |          | 5921/? [37:37<00:00,  2.62it/s]\nEpoch 0: |          | 5922/? [37:37<00:00,  2.62it/s]\nEpoch 0: |          | 5922/? [37:37<00:00,  2.62it/s]\nEpoch 0: |          | 5923/? [37:38<00:00,  2.62it/s]\nEpoch 0: |          | 5923/? [37:38<00:00,  2.62it/s]\nEpoch 0: |          | 5924/? [37:38<00:00,  2.62it/s]\nEpoch 0: |          | 5924/? [37:38<00:00,  2.62it/s]\nEpoch 0: |          | 5925/? [37:38<00:00,  2.62it/s]\nEpoch 0: |          | 5925/? [37:38<00:00,  2.62it/s]\nEpoch 0: |          | 5926/? [37:39<00:00,  2.62it/s]\nEpoch 0: |          | 5926/? [37:39<00:00,  2.62it/s]\nEpoch 0: |          | 5927/? [37:39<00:00,  2.62it/s]\nEpoch 0: |          | 5927/? [37:39<00:00,  2.62it/s]\nEpoch 0: |          | 5928/? [37:39<00:00,  2.62it/s]\nEpoch 0: |          | 5928/? [37:39<00:00,  2.62it/s]\nEpoch 0: |          | 5929/? [37:39<00:00,  2.62it/s]\nEpoch 0: |          | 5929/? [37:39<00:00,  2.62it/s]\nEpoch 0: |          | 5930/? [37:40<00:00,  2.62it/s]\nEpoch 0: |          | 5930/? [37:40<00:00,  2.62it/s]\nEpoch 0: |          | 5931/? [37:40<00:00,  2.62it/s]\nEpoch 0: |          | 5931/? [37:40<00:00,  2.62it/s]\nEpoch 0: |          | 5932/? [37:40<00:00,  2.62it/s]\nEpoch 0: |          | 5932/? [37:40<00:00,  2.62it/s]\nEpoch 0: |          | 5933/? [37:41<00:00,  2.62it/s]\nEpoch 0: |          | 5933/? [37:41<00:00,  2.62it/s]\nEpoch 0: |          | 5934/? [37:41<00:00,  2.62it/s]\nEpoch 0: |          | 5934/? [37:41<00:00,  2.62it/s]\nEpoch 0: |          | 5935/? [37:41<00:00,  2.62it/s]\nEpoch 0: |          | 5935/? [37:41<00:00,  2.62it/s]\nEpoch 0: |          | 5936/? [37:42<00:00,  2.62it/s]\nEpoch 0: |          | 5936/? [37:42<00:00,  2.62it/s]\nEpoch 0: |          | 5937/? [37:42<00:00,  2.62it/s]\nEpoch 0: |          | 5937/? [37:42<00:00,  2.62it/s]\nEpoch 0: |          | 5938/? [37:42<00:00,  2.62it/s]\nEpoch 0: |          | 5938/? [37:42<00:00,  2.62it/s]\nEpoch 0: |          | 5939/? [37:42<00:00,  2.62it/s]\nEpoch 0: |          | 5939/? [37:42<00:00,  2.62it/s]\nEpoch 0: |          | 5940/? [37:43<00:00,  2.62it/s]\nEpoch 0: |          | 5940/? [37:43<00:00,  2.62it/s]\nEpoch 0: |          | 5941/? [37:43<00:00,  2.62it/s]\nEpoch 0: |          | 5941/? [37:43<00:00,  2.62it/s]\nEpoch 0: |          | 5942/? [37:43<00:00,  2.62it/s]\nEpoch 0: |          | 5942/? [37:43<00:00,  2.62it/s]\nEpoch 0: |          | 5943/? [37:44<00:00,  2.62it/s]\nEpoch 0: |          | 5943/? [37:44<00:00,  2.62it/s]\nEpoch 0: |          | 5944/? [37:44<00:00,  2.63it/s]\nEpoch 0: |          | 5944/? [37:44<00:00,  2.63it/s]\nEpoch 0: |          | 5945/? [37:44<00:00,  2.63it/s]\nEpoch 0: |          | 5945/? [37:44<00:00,  2.63it/s]\nEpoch 0: |          | 5946/? [37:44<00:00,  2.63it/s]\nEpoch 0: |          | 5946/? [37:44<00:00,  2.63it/s]\nEpoch 0: |          | 5947/? [37:45<00:00,  2.63it/s]\nEpoch 0: |          | 5947/? [37:45<00:00,  2.63it/s]\nEpoch 0: |          | 5948/? [37:45<00:00,  2.63it/s]\nEpoch 0: |          | 5948/? [37:45<00:00,  2.63it/s]\nEpoch 0: |          | 5949/? [37:45<00:00,  2.63it/s]\nEpoch 0: |          | 5949/? [37:45<00:00,  2.63it/s]\nEpoch 0: |          | 5950/? [37:46<00:00,  2.63it/s]\nEpoch 0: |          | 5950/? [37:46<00:00,  2.63it/s]\nEpoch 0: |          | 5951/? [37:46<00:00,  2.63it/s]\nEpoch 0: |          | 5951/? [37:46<00:00,  2.63it/s]\nEpoch 0: |          | 5952/? [37:46<00:00,  2.63it/s]\nEpoch 0: |          | 5952/? [37:46<00:00,  2.63it/s]\nEpoch 0: |          | 5953/? [37:47<00:00,  2.63it/s]\nEpoch 0: |          | 5953/? [37:47<00:00,  2.63it/s]\nEpoch 0: |          | 5954/? [37:47<00:00,  2.63it/s]\nEpoch 0: |          | 5954/? [37:47<00:00,  2.63it/s]\nEpoch 0: |          | 5955/? [37:47<00:00,  2.63it/s]\nEpoch 0: |          | 5955/? [37:47<00:00,  2.63it/s]\nEpoch 0: |          | 5956/? [37:47<00:00,  2.63it/s]\nEpoch 0: |          | 5956/? [37:47<00:00,  2.63it/s]\nEpoch 0: |          | 5957/? [37:48<00:00,  2.63it/s]\nEpoch 0: |          | 5957/? [37:48<00:00,  2.63it/s]\nEpoch 0: |          | 5958/? [37:48<00:00,  2.63it/s]\nEpoch 0: |          | 5958/? [37:48<00:00,  2.63it/s]\nEpoch 0: |          | 5959/? [37:48<00:00,  2.63it/s]\nEpoch 0: |          | 5959/? [37:48<00:00,  2.63it/s]\nEpoch 0: |          | 5960/? [37:49<00:00,  2.63it/s]\nEpoch 0: |          | 5960/? [37:49<00:00,  2.63it/s]\nEpoch 0: |          | 5961/? [37:49<00:00,  2.63it/s]\nEpoch 0: |          | 5961/? [37:49<00:00,  2.63it/s]\nEpoch 0: |          | 5962/? [37:49<00:00,  2.63it/s]\nEpoch 0: |          | 5962/? [37:49<00:00,  2.63it/s]\nEpoch 0: |          | 5963/? [37:49<00:00,  2.63it/s]\nEpoch 0: |          | 5963/? [37:49<00:00,  2.63it/s]\nEpoch 0: |          | 5964/? [37:50<00:00,  2.63it/s]\nEpoch 0: |          | 5964/? [37:50<00:00,  2.63it/s]\nEpoch 0: |          | 5965/? [37:50<00:00,  2.63it/s]\nEpoch 0: |          | 5965/? [37:50<00:00,  2.63it/s]\nEpoch 0: |          | 5966/? [37:50<00:00,  2.63it/s]\nEpoch 0: |          | 5966/? [37:50<00:00,  2.63it/s]\nEpoch 0: |          | 5967/? [37:51<00:00,  2.63it/s]\nEpoch 0: |          | 5967/? [37:51<00:00,  2.63it/s]\nEpoch 0: |          | 5968/? [37:51<00:00,  2.63it/s]\nEpoch 0: |          | 5968/? [37:51<00:00,  2.63it/s]\nEpoch 0: |          | 5969/? [37:51<00:00,  2.63it/s]\nEpoch 0: |          | 5969/? [37:51<00:00,  2.63it/s]\nEpoch 0: |          | 5970/? [37:51<00:00,  2.63it/s]\nEpoch 0: |          | 5970/? [37:51<00:00,  2.63it/s]\nEpoch 0: |          | 5971/? [37:52<00:00,  2.63it/s]\nEpoch 0: |          | 5971/? [37:52<00:00,  2.63it/s]\nEpoch 0: |          | 5972/? [37:52<00:00,  2.63it/s]\nEpoch 0: |          | 5972/? [37:52<00:00,  2.63it/s]\nEpoch 0: |          | 5973/? [37:52<00:00,  2.63it/s]\nEpoch 0: |          | 5973/? [37:52<00:00,  2.63it/s]\nEpoch 0: |          | 5974/? [37:53<00:00,  2.63it/s]\nEpoch 0: |          | 5974/? [37:53<00:00,  2.63it/s]\nEpoch 0: |          | 5975/? [37:53<00:00,  2.63it/s]\nEpoch 0: |          | 5975/? [37:53<00:00,  2.63it/s]\nEpoch 0: |          | 5976/? [37:53<00:00,  2.63it/s]\nEpoch 0: |          | 5976/? [37:53<00:00,  2.63it/s]\nEpoch 0: |          | 5977/? [37:54<00:00,  2.63it/s]\nEpoch 0: |          | 5977/? [37:54<00:00,  2.63it/s]\nEpoch 0: |          | 5978/? [37:54<00:00,  2.63it/s]\nEpoch 0: |          | 5978/? [37:54<00:00,  2.63it/s]\nEpoch 0: |          | 5979/? [37:54<00:00,  2.63it/s]\nEpoch 0: |          | 5979/? [37:54<00:00,  2.63it/s]\nEpoch 0: |          | 5980/? [37:54<00:00,  2.63it/s]\nEpoch 0: |          | 5980/? [37:54<00:00,  2.63it/s]\nEpoch 0: |          | 5981/? [37:55<00:00,  2.63it/s]\nEpoch 0: |          | 5981/? [37:55<00:00,  2.63it/s]\nEpoch 0: |          | 5982/? [37:55<00:00,  2.63it/s]\nEpoch 0: |          | 5982/? [37:55<00:00,  2.63it/s]\nEpoch 0: |          | 5983/? [37:55<00:00,  2.63it/s]\nEpoch 0: |          | 5983/? [37:55<00:00,  2.63it/s]\nEpoch 0: |          | 5984/? [37:56<00:00,  2.63it/s]\nEpoch 0: |          | 5984/? [37:56<00:00,  2.63it/s]\nEpoch 0: |          | 5985/? [37:56<00:00,  2.63it/s]\nEpoch 0: |          | 5985/? [37:56<00:00,  2.63it/s]\nEpoch 0: |          | 5986/? [37:56<00:00,  2.63it/s]\nEpoch 0: |          | 5986/? [37:56<00:00,  2.63it/s]\nEpoch 0: |          | 5987/? [37:56<00:00,  2.63it/s]\nEpoch 0: |          | 5987/? [37:56<00:00,  2.63it/s]\nEpoch 0: |          | 5988/? [37:57<00:00,  2.63it/s]\nEpoch 0: |          | 5988/? [37:57<00:00,  2.63it/s]\nEpoch 0: |          | 5989/? [37:57<00:00,  2.63it/s]\nEpoch 0: |          | 5989/? [37:57<00:00,  2.63it/s]\nEpoch 0: |          | 5990/? [37:57<00:00,  2.63it/s]\nEpoch 0: |          | 5990/? [37:57<00:00,  2.63it/s]\nEpoch 0: |          | 5991/? [37:58<00:00,  2.63it/s]\nEpoch 0: |          | 5991/? [37:58<00:00,  2.63it/s]\nEpoch 0: |          | 5992/? [37:58<00:00,  2.63it/s]\nEpoch 0: |          | 5992/? [37:58<00:00,  2.63it/s]\nEpoch 0: |          | 5993/? [37:58<00:00,  2.63it/s]\nEpoch 0: |          | 5993/? [37:58<00:00,  2.63it/s]\nEpoch 0: |          | 5994/? [37:59<00:00,  2.63it/s]\nEpoch 0: |          | 5994/? [37:59<00:00,  2.63it/s]\nEpoch 0: |          | 5995/? [37:59<00:00,  2.63it/s]\nEpoch 0: |          | 5995/? [37:59<00:00,  2.63it/s]\nEpoch 0: |          | 5996/? [37:59<00:00,  2.63it/s]\nEpoch 0: |          | 5996/? [37:59<00:00,  2.63it/s]\nEpoch 0: |          | 5997/? [37:59<00:00,  2.63it/s]\nEpoch 0: |          | 5997/? [37:59<00:00,  2.63it/s]\nEpoch 0: |          | 5998/? [38:00<00:00,  2.63it/s]\nEpoch 0: |          | 5998/? [38:00<00:00,  2.63it/s]\nEpoch 0: |          | 5999/? [38:00<00:00,  2.63it/s]\nEpoch 0: |          | 5999/? [38:00<00:00,  2.63it/s]\nEpoch 0: |          | 6000/? [38:00<00:00,  2.63it/s]\nEpoch 0: |          | 6000/? [38:00<00:00,  2.63it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.20it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.20it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.30it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 11.99it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 6000/? [38:01<00:00,  2.63it/s]\nEpoch 0: |          | 6001/? [38:01<00:00,  2.63it/s]\nEpoch 0: |          | 6001/? [38:01<00:00,  2.63it/s]\nEpoch 0: |          | 6002/? [38:01<00:00,  2.63it/s]\nEpoch 0: |          | 6002/? [38:01<00:00,  2.63it/s]\nEpoch 0: |          | 6003/? [38:02<00:00,  2.63it/s]\nEpoch 0: |          | 6003/? [38:02<00:00,  2.63it/s]\nEpoch 0: |          | 6004/? [38:02<00:00,  2.63it/s]\nEpoch 0: |          | 6004/? [38:02<00:00,  2.63it/s]\nEpoch 0: |          | 6005/? [38:02<00:00,  2.63it/s]\nEpoch 0: |          | 6005/? [38:02<00:00,  2.63it/s]\nEpoch 0: |          | 6006/? [38:02<00:00,  2.63it/s]\nEpoch 0: |          | 6006/? [38:02<00:00,  2.63it/s]\nEpoch 0: |          | 6007/? [38:03<00:00,  2.63it/s]\nEpoch 0: |          | 6007/? [38:03<00:00,  2.63it/s]\nEpoch 0: |          | 6008/? [38:03<00:00,  2.63it/s]\nEpoch 0: |          | 6008/? [38:03<00:00,  2.63it/s]\nEpoch 0: |          | 6009/? [38:03<00:00,  2.63it/s]\nEpoch 0: |          | 6009/? [38:03<00:00,  2.63it/s]\nEpoch 0: |          | 6010/? [38:04<00:00,  2.63it/s]\nEpoch 0: |          | 6010/? [38:04<00:00,  2.63it/s]\nEpoch 0: |          | 6011/? [38:04<00:00,  2.63it/s]\nEpoch 0: |          | 6011/? [38:04<00:00,  2.63it/s]\nEpoch 0: |          | 6012/? [38:04<00:00,  2.63it/s]\nEpoch 0: |          | 6012/? [38:04<00:00,  2.63it/s]\nEpoch 0: |          | 6013/? [38:05<00:00,  2.63it/s]\nEpoch 0: |          | 6013/? [38:05<00:00,  2.63it/s]\nEpoch 0: |          | 6014/? [38:05<00:00,  2.63it/s]\nEpoch 0: |          | 6014/? [38:05<00:00,  2.63it/s]\nEpoch 0: |          | 6015/? [38:05<00:00,  2.63it/s]\nEpoch 0: |          | 6015/? [38:05<00:00,  2.63it/s]\nEpoch 0: |          | 6016/? [38:05<00:00,  2.63it/s]\nEpoch 0: |          | 6016/? [38:05<00:00,  2.63it/s]\nEpoch 0: |          | 6017/? [38:06<00:00,  2.63it/s]\nEpoch 0: |          | 6017/? [38:06<00:00,  2.63it/s]\nEpoch 0: |          | 6018/? [38:06<00:00,  2.63it/s]\nEpoch 0: |          | 6018/? [38:06<00:00,  2.63it/s]\nEpoch 0: |          | 6019/? [38:06<00:00,  2.63it/s]\nEpoch 0: |          | 6019/? [38:06<00:00,  2.63it/s]\nEpoch 0: |          | 6020/? [38:07<00:00,  2.63it/s]\nEpoch 0: |          | 6020/? [38:07<00:00,  2.63it/s]\nEpoch 0: |          | 6021/? [38:07<00:00,  2.63it/s]\nEpoch 0: |          | 6021/? [38:07<00:00,  2.63it/s]\nEpoch 0: |          | 6022/? [38:07<00:00,  2.63it/s]\nEpoch 0: |          | 6022/? [38:07<00:00,  2.63it/s]\nEpoch 0: |          | 6023/? [38:07<00:00,  2.63it/s]\nEpoch 0: |          | 6023/? [38:07<00:00,  2.63it/s]\nEpoch 0: |          | 6024/? [38:08<00:00,  2.63it/s]\nEpoch 0: |          | 6024/? [38:08<00:00,  2.63it/s]\nEpoch 0: |          | 6025/? [38:08<00:00,  2.63it/s]\nEpoch 0: |          | 6025/? [38:08<00:00,  2.63it/s]\nEpoch 0: |          | 6026/? [38:08<00:00,  2.63it/s]\nEpoch 0: |          | 6026/? [38:08<00:00,  2.63it/s]\nEpoch 0: |          | 6027/? [38:09<00:00,  2.63it/s]\nEpoch 0: |          | 6027/? [38:09<00:00,  2.63it/s]\nEpoch 0: |          | 6028/? [38:09<00:00,  2.63it/s]\nEpoch 0: |          | 6028/? [38:09<00:00,  2.63it/s]\nEpoch 0: |          | 6029/? [38:09<00:00,  2.63it/s]\nEpoch 0: |          | 6029/? [38:09<00:00,  2.63it/s]\nEpoch 0: |          | 6030/? [38:10<00:00,  2.63it/s]\nEpoch 0: |          | 6030/? [38:10<00:00,  2.63it/s]\nEpoch 0: |          | 6031/? [38:10<00:00,  2.63it/s]\nEpoch 0: |          | 6031/? [38:10<00:00,  2.63it/s]\nEpoch 0: |          | 6032/? [38:10<00:00,  2.63it/s]\nEpoch 0: |          | 6032/? [38:10<00:00,  2.63it/s]\nEpoch 0: |          | 6033/? [38:10<00:00,  2.63it/s]\nEpoch 0: |          | 6033/? [38:10<00:00,  2.63it/s]\nEpoch 0: |          | 6034/? [38:11<00:00,  2.63it/s]\nEpoch 0: |          | 6034/? [38:11<00:00,  2.63it/s]\nEpoch 0: |          | 6035/? [38:11<00:00,  2.63it/s]\nEpoch 0: |          | 6035/? [38:11<00:00,  2.63it/s]\nEpoch 0: |          | 6036/? [38:11<00:00,  2.63it/s]\nEpoch 0: |          | 6036/? [38:11<00:00,  2.63it/s]\nEpoch 0: |          | 6037/? [38:12<00:00,  2.63it/s]\nEpoch 0: |          | 6037/? [38:12<00:00,  2.63it/s]\nEpoch 0: |          | 6038/? [38:12<00:00,  2.63it/s]\nEpoch 0: |          | 6038/? [38:12<00:00,  2.63it/s]\nEpoch 0: |          | 6039/? [38:12<00:00,  2.63it/s]\nEpoch 0: |          | 6039/? [38:12<00:00,  2.63it/s]\nEpoch 0: |          | 6040/? [38:13<00:00,  2.63it/s]\nEpoch 0: |          | 6040/? [38:13<00:00,  2.63it/s]\nEpoch 0: |          | 6041/? [38:13<00:00,  2.63it/s]\nEpoch 0: |          | 6041/? [38:13<00:00,  2.63it/s]\nEpoch 0: |          | 6042/? [38:13<00:00,  2.63it/s]\nEpoch 0: |          | 6042/? [38:13<00:00,  2.63it/s]\nEpoch 0: |          | 6043/? [38:13<00:00,  2.63it/s]\nEpoch 0: |          | 6043/? [38:13<00:00,  2.63it/s]\nEpoch 0: |          | 6044/? [38:14<00:00,  2.63it/s]\nEpoch 0: |          | 6044/? [38:14<00:00,  2.63it/s]\nEpoch 0: |          | 6045/? [38:14<00:00,  2.63it/s]\nEpoch 0: |          | 6045/? [38:14<00:00,  2.63it/s]\nEpoch 0: |          | 6046/? [38:14<00:00,  2.63it/s]\nEpoch 0: |          | 6046/? [38:14<00:00,  2.63it/s]\nEpoch 0: |          | 6047/? [38:15<00:00,  2.63it/s]\nEpoch 0: |          | 6047/? [38:15<00:00,  2.63it/s]\nEpoch 0: |          | 6048/? [38:15<00:00,  2.63it/s]\nEpoch 0: |          | 6048/? [38:15<00:00,  2.63it/s]\nEpoch 0: |          | 6049/? [38:15<00:00,  2.63it/s]\nEpoch 0: |          | 6049/? [38:15<00:00,  2.63it/s]\nEpoch 0: |          | 6050/? [38:15<00:00,  2.64it/s]\nEpoch 0: |          | 6050/? [38:15<00:00,  2.64it/s]\nEpoch 0: |          | 6051/? [38:16<00:00,  2.64it/s]\nEpoch 0: |          | 6051/? [38:16<00:00,  2.64it/s]\nEpoch 0: |          | 6052/? [38:16<00:00,  2.64it/s]\nEpoch 0: |          | 6052/? [38:16<00:00,  2.64it/s]\nEpoch 0: |          | 6053/? [38:16<00:00,  2.64it/s]\nEpoch 0: |          | 6053/? [38:16<00:00,  2.64it/s]\nEpoch 0: |          | 6054/? [38:17<00:00,  2.64it/s]\nEpoch 0: |          | 6054/? [38:17<00:00,  2.64it/s]\nEpoch 0: |          | 6055/? [38:17<00:00,  2.64it/s]\nEpoch 0: |          | 6055/? [38:17<00:00,  2.64it/s]\nEpoch 0: |          | 6056/? [38:17<00:00,  2.64it/s]\nEpoch 0: |          | 6056/? [38:17<00:00,  2.64it/s]\nEpoch 0: |          | 6057/? [38:17<00:00,  2.64it/s]\nEpoch 0: |          | 6057/? [38:17<00:00,  2.64it/s]\nEpoch 0: |          | 6058/? [38:18<00:00,  2.64it/s]\nEpoch 0: |          | 6058/? [38:18<00:00,  2.64it/s]\nEpoch 0: |          | 6059/? [38:18<00:00,  2.64it/s]\nEpoch 0: |          | 6059/? [38:18<00:00,  2.64it/s]\nEpoch 0: |          | 6060/? [38:18<00:00,  2.64it/s]\nEpoch 0: |          | 6060/? [38:18<00:00,  2.64it/s]\nEpoch 0: |          | 6061/? [38:19<00:00,  2.64it/s]\nEpoch 0: |          | 6061/? [38:19<00:00,  2.64it/s]\nEpoch 0: |          | 6062/? [38:19<00:00,  2.64it/s]\nEpoch 0: |          | 6062/? [38:19<00:00,  2.64it/s]\nEpoch 0: |          | 6063/? [38:19<00:00,  2.64it/s]\nEpoch 0: |          | 6063/? [38:19<00:00,  2.64it/s]\nEpoch 0: |          | 6064/? [38:20<00:00,  2.64it/s]\nEpoch 0: |          | 6064/? [38:20<00:00,  2.64it/s]\nEpoch 0: |          | 6065/? [38:20<00:00,  2.64it/s]\nEpoch 0: |          | 6065/? [38:20<00:00,  2.64it/s]\nEpoch 0: |          | 6066/? [38:20<00:00,  2.64it/s]\nEpoch 0: |          | 6066/? [38:20<00:00,  2.64it/s]\nEpoch 0: |          | 6067/? [38:20<00:00,  2.64it/s]\nEpoch 0: |          | 6067/? [38:20<00:00,  2.64it/s]\nEpoch 0: |          | 6068/? [38:21<00:00,  2.64it/s]\nEpoch 0: |          | 6068/? [38:21<00:00,  2.64it/s]\nEpoch 0: |          | 6069/? [38:21<00:00,  2.64it/s]\nEpoch 0: |          | 6069/? [38:21<00:00,  2.64it/s]\nEpoch 0: |          | 6070/? [38:21<00:00,  2.64it/s]\nEpoch 0: |          | 6070/? [38:21<00:00,  2.64it/s]\nEpoch 0: |          | 6071/? [38:22<00:00,  2.64it/s]\nEpoch 0: |          | 6071/? [38:22<00:00,  2.64it/s]\nEpoch 0: |          | 6072/? [38:22<00:00,  2.64it/s]\nEpoch 0: |          | 6072/? [38:22<00:00,  2.64it/s]\nEpoch 0: |          | 6073/? [38:22<00:00,  2.64it/s]\nEpoch 0: |          | 6073/? [38:22<00:00,  2.64it/s]\nEpoch 0: |          | 6074/? [38:22<00:00,  2.64it/s]\nEpoch 0: |          | 6074/? [38:22<00:00,  2.64it/s]\nEpoch 0: |          | 6075/? [38:23<00:00,  2.64it/s]\nEpoch 0: |          | 6075/? [38:23<00:00,  2.64it/s]\nEpoch 0: |          | 6076/? [38:23<00:00,  2.64it/s]\nEpoch 0: |          | 6076/? [38:23<00:00,  2.64it/s]\nEpoch 0: |          | 6077/? [38:23<00:00,  2.64it/s]\nEpoch 0: |          | 6077/? [38:23<00:00,  2.64it/s]\nEpoch 0: |          | 6078/? [38:24<00:00,  2.64it/s]\nEpoch 0: |          | 6078/? [38:24<00:00,  2.64it/s]\nEpoch 0: |          | 6079/? [38:24<00:00,  2.64it/s]\nEpoch 0: |          | 6079/? [38:24<00:00,  2.64it/s]\nEpoch 0: |          | 6080/? [38:24<00:00,  2.64it/s]\nEpoch 0: |          | 6080/? [38:24<00:00,  2.64it/s]\nEpoch 0: |          | 6081/? [38:25<00:00,  2.64it/s]\nEpoch 0: |          | 6081/? [38:25<00:00,  2.64it/s]\nEpoch 0: |          | 6082/? [38:25<00:00,  2.64it/s]\nEpoch 0: |          | 6082/? [38:25<00:00,  2.64it/s]\nEpoch 0: |          | 6083/? [38:25<00:00,  2.64it/s]\nEpoch 0: |          | 6083/? [38:25<00:00,  2.64it/s]\nEpoch 0: |          | 6084/? [38:25<00:00,  2.64it/s]\nEpoch 0: |          | 6084/? [38:25<00:00,  2.64it/s]\nEpoch 0: |          | 6085/? [38:26<00:00,  2.64it/s]\nEpoch 0: |          | 6085/? [38:26<00:00,  2.64it/s]\nEpoch 0: |          | 6086/? [38:26<00:00,  2.64it/s]\nEpoch 0: |          | 6086/? [38:26<00:00,  2.64it/s]\nEpoch 0: |          | 6087/? [38:26<00:00,  2.64it/s]\nEpoch 0: |          | 6087/? [38:26<00:00,  2.64it/s]\nEpoch 0: |          | 6088/? [38:27<00:00,  2.64it/s]\nEpoch 0: |          | 6088/? [38:27<00:00,  2.64it/s]\nEpoch 0: |          | 6089/? [38:27<00:00,  2.64it/s]\nEpoch 0: |          | 6089/? [38:27<00:00,  2.64it/s]\nEpoch 0: |          | 6090/? [38:27<00:00,  2.64it/s]\nEpoch 0: |          | 6090/? [38:27<00:00,  2.64it/s]\nEpoch 0: |          | 6091/? [38:27<00:00,  2.64it/s]\nEpoch 0: |          | 6091/? [38:27<00:00,  2.64it/s]\nEpoch 0: |          | 6092/? [38:28<00:00,  2.64it/s]\nEpoch 0: |          | 6092/? [38:28<00:00,  2.64it/s]\nEpoch 0: |          | 6093/? [38:28<00:00,  2.64it/s]\nEpoch 0: |          | 6093/? [38:28<00:00,  2.64it/s]\nEpoch 0: |          | 6094/? [38:28<00:00,  2.64it/s]\nEpoch 0: |          | 6094/? [38:28<00:00,  2.64it/s]\nEpoch 0: |          | 6095/? [38:29<00:00,  2.64it/s]\nEpoch 0: |          | 6095/? [38:29<00:00,  2.64it/s]\nEpoch 0: |          | 6096/? [38:29<00:00,  2.64it/s]\nEpoch 0: |          | 6096/? [38:29<00:00,  2.64it/s]\nEpoch 0: |          | 6097/? [38:29<00:00,  2.64it/s]\nEpoch 0: |          | 6097/? [38:29<00:00,  2.64it/s]\nEpoch 0: |          | 6098/? [38:29<00:00,  2.64it/s]\nEpoch 0: |          | 6098/? [38:29<00:00,  2.64it/s]\nEpoch 0: |          | 6099/? [38:30<00:00,  2.64it/s]\nEpoch 0: |          | 6099/? [38:30<00:00,  2.64it/s]\nEpoch 0: |          | 6100/? [38:30<00:00,  2.64it/s]\nEpoch 0: |          | 6100/? [38:30<00:00,  2.64it/s]\nEpoch 0: |          | 6101/? [38:30<00:00,  2.64it/s]\nEpoch 0: |          | 6101/? [38:30<00:00,  2.64it/s]\nEpoch 0: |          | 6102/? [38:31<00:00,  2.64it/s]\nEpoch 0: |          | 6102/? [38:31<00:00,  2.64it/s]\nEpoch 0: |          | 6103/? [38:31<00:00,  2.64it/s]\nEpoch 0: |          | 6103/? [38:31<00:00,  2.64it/s]\nEpoch 0: |          | 6104/? [38:31<00:00,  2.64it/s]\nEpoch 0: |          | 6104/? [38:31<00:00,  2.64it/s]\nEpoch 0: |          | 6105/? [38:31<00:00,  2.64it/s]\nEpoch 0: |          | 6105/? [38:31<00:00,  2.64it/s]\nEpoch 0: |          | 6106/? [38:32<00:00,  2.64it/s]\nEpoch 0: |          | 6106/? [38:32<00:00,  2.64it/s]\nEpoch 0: |          | 6107/? [38:32<00:00,  2.64it/s]\nEpoch 0: |          | 6107/? [38:32<00:00,  2.64it/s]\nEpoch 0: |          | 6108/? [38:32<00:00,  2.64it/s]\nEpoch 0: |          | 6108/? [38:32<00:00,  2.64it/s]\nEpoch 0: |          | 6109/? [38:33<00:00,  2.64it/s]\nEpoch 0: |          | 6109/? [38:33<00:00,  2.64it/s]\nEpoch 0: |          | 6110/? [38:33<00:00,  2.64it/s]\nEpoch 0: |          | 6110/? [38:33<00:00,  2.64it/s]\nEpoch 0: |          | 6111/? [38:33<00:00,  2.64it/s]\nEpoch 0: |          | 6111/? [38:33<00:00,  2.64it/s]\nEpoch 0: |          | 6112/? [38:34<00:00,  2.64it/s]\nEpoch 0: |          | 6112/? [38:34<00:00,  2.64it/s]\nEpoch 0: |          | 6113/? [38:34<00:00,  2.64it/s]\nEpoch 0: |          | 6113/? [38:34<00:00,  2.64it/s]\nEpoch 0: |          | 6114/? [38:34<00:00,  2.64it/s]\nEpoch 0: |          | 6114/? [38:34<00:00,  2.64it/s]\nEpoch 0: |          | 6115/? [38:34<00:00,  2.64it/s]\nEpoch 0: |          | 6115/? [38:34<00:00,  2.64it/s]\nEpoch 0: |          | 6116/? [38:35<00:00,  2.64it/s]\nEpoch 0: |          | 6116/? [38:35<00:00,  2.64it/s]\nEpoch 0: |          | 6117/? [38:35<00:00,  2.64it/s]\nEpoch 0: |          | 6117/? [38:35<00:00,  2.64it/s]\nEpoch 0: |          | 6118/? [38:35<00:00,  2.64it/s]\nEpoch 0: |          | 6118/? [38:35<00:00,  2.64it/s]\nEpoch 0: |          | 6119/? [38:36<00:00,  2.64it/s]\nEpoch 0: |          | 6119/? [38:36<00:00,  2.64it/s]\nEpoch 0: |          | 6120/? [38:36<00:00,  2.64it/s]\nEpoch 0: |          | 6120/? [38:36<00:00,  2.64it/s]\nEpoch 0: |          | 6121/? [38:36<00:00,  2.64it/s]\nEpoch 0: |          | 6121/? [38:36<00:00,  2.64it/s]\nEpoch 0: |          | 6122/? [38:36<00:00,  2.64it/s]\nEpoch 0: |          | 6122/? [38:36<00:00,  2.64it/s]\nEpoch 0: |          | 6123/? [38:37<00:00,  2.64it/s]\nEpoch 0: |          | 6123/? [38:37<00:00,  2.64it/s]\nEpoch 0: |          | 6124/? [38:37<00:00,  2.64it/s]\nEpoch 0: |          | 6124/? [38:37<00:00,  2.64it/s]\nEpoch 0: |          | 6125/? [38:37<00:00,  2.64it/s]\nEpoch 0: |          | 6125/? [38:37<00:00,  2.64it/s]\nEpoch 0: |          | 6126/? [38:38<00:00,  2.64it/s]\nEpoch 0: |          | 6126/? [38:38<00:00,  2.64it/s]\nEpoch 0: |          | 6127/? [38:38<00:00,  2.64it/s]\nEpoch 0: |          | 6127/? [38:38<00:00,  2.64it/s]\nEpoch 0: |          | 6128/? [38:38<00:00,  2.64it/s]\nEpoch 0: |          | 6128/? [38:38<00:00,  2.64it/s]\nEpoch 0: |          | 6129/? [38:38<00:00,  2.64it/s]\nEpoch 0: |          | 6129/? [38:38<00:00,  2.64it/s]\nEpoch 0: |          | 6130/? [38:39<00:00,  2.64it/s]\nEpoch 0: |          | 6130/? [38:39<00:00,  2.64it/s]\nEpoch 0: |          | 6131/? [38:39<00:00,  2.64it/s]\nEpoch 0: |          | 6131/? [38:39<00:00,  2.64it/s]\nEpoch 0: |          | 6132/? [38:39<00:00,  2.64it/s]\nEpoch 0: |          | 6132/? [38:39<00:00,  2.64it/s]\nEpoch 0: |          | 6133/? [38:40<00:00,  2.64it/s]\nEpoch 0: |          | 6133/? [38:40<00:00,  2.64it/s]\nEpoch 0: |          | 6134/? [38:40<00:00,  2.64it/s]\nEpoch 0: |          | 6134/? [38:40<00:00,  2.64it/s]\nEpoch 0: |          | 6135/? [38:40<00:00,  2.64it/s]\nEpoch 0: |          | 6135/? [38:40<00:00,  2.64it/s]\nEpoch 0: |          | 6136/? [38:40<00:00,  2.64it/s]\nEpoch 0: |          | 6136/? [38:40<00:00,  2.64it/s]\nEpoch 0: |          | 6137/? [38:41<00:00,  2.64it/s]\nEpoch 0: |          | 6137/? [38:41<00:00,  2.64it/s]\nEpoch 0: |          | 6138/? [38:41<00:00,  2.64it/s]\nEpoch 0: |          | 6138/? [38:41<00:00,  2.64it/s]\nEpoch 0: |          | 6139/? [38:41<00:00,  2.64it/s]\nEpoch 0: |          | 6139/? [38:41<00:00,  2.64it/s]\nEpoch 0: |          | 6140/? [38:42<00:00,  2.64it/s]\nEpoch 0: |          | 6140/? [38:42<00:00,  2.64it/s]\nEpoch 0: |          | 6141/? [38:42<00:00,  2.64it/s]\nEpoch 0: |          | 6141/? [38:42<00:00,  2.64it/s]\nEpoch 0: |          | 6142/? [38:42<00:00,  2.64it/s]\nEpoch 0: |          | 6142/? [38:42<00:00,  2.64it/s]\nEpoch 0: |          | 6143/? [38:42<00:00,  2.64it/s]\nEpoch 0: |          | 6143/? [38:42<00:00,  2.64it/s]\nEpoch 0: |          | 6144/? [38:43<00:00,  2.64it/s]\nEpoch 0: |          | 6144/? [38:43<00:00,  2.64it/s]\nEpoch 0: |          | 6145/? [38:43<00:00,  2.64it/s]\nEpoch 0: |          | 6145/? [38:43<00:00,  2.64it/s]\nEpoch 0: |          | 6146/? [38:43<00:00,  2.64it/s]\nEpoch 0: |          | 6146/? [38:43<00:00,  2.64it/s]\nEpoch 0: |          | 6147/? [38:44<00:00,  2.64it/s]\nEpoch 0: |          | 6147/? [38:44<00:00,  2.64it/s]\nEpoch 0: |          | 6148/? [38:44<00:00,  2.64it/s]\nEpoch 0: |          | 6148/? [38:44<00:00,  2.64it/s]\nEpoch 0: |          | 6149/? [38:44<00:00,  2.65it/s]\nEpoch 0: |          | 6149/? [38:44<00:00,  2.65it/s]\nEpoch 0: |          | 6150/? [38:45<00:00,  2.65it/s]\nEpoch 0: |          | 6150/? [38:45<00:00,  2.65it/s]\nEpoch 0: |          | 6151/? [38:45<00:00,  2.65it/s]\nEpoch 0: |          | 6151/? [38:45<00:00,  2.65it/s]\nEpoch 0: |          | 6152/? [38:45<00:00,  2.65it/s]\nEpoch 0: |          | 6152/? [38:45<00:00,  2.65it/s]\nEpoch 0: |          | 6153/? [38:45<00:00,  2.65it/s]\nEpoch 0: |          | 6153/? [38:45<00:00,  2.65it/s]\nEpoch 0: |          | 6154/? [38:46<00:00,  2.65it/s]\nEpoch 0: |          | 6154/? [38:46<00:00,  2.65it/s]\nEpoch 0: |          | 6155/? [38:46<00:00,  2.65it/s]\nEpoch 0: |          | 6155/? [38:46<00:00,  2.65it/s]\nEpoch 0: |          | 6156/? [38:46<00:00,  2.65it/s]\nEpoch 0: |          | 6156/? [38:46<00:00,  2.65it/s]\nEpoch 0: |          | 6157/? [38:47<00:00,  2.65it/s]\nEpoch 0: |          | 6157/? [38:47<00:00,  2.65it/s]\nEpoch 0: |          | 6158/? [38:47<00:00,  2.65it/s]\nEpoch 0: |          | 6158/? [38:47<00:00,  2.65it/s]\nEpoch 0: |          | 6159/? [38:47<00:00,  2.65it/s]\nEpoch 0: |          | 6159/? [38:47<00:00,  2.65it/s]\nEpoch 0: |          | 6160/? [38:47<00:00,  2.65it/s]\nEpoch 0: |          | 6160/? [38:47<00:00,  2.65it/s]\nEpoch 0: |          | 6161/? [38:48<00:00,  2.65it/s]\nEpoch 0: |          | 6161/? [38:48<00:00,  2.65it/s]\nEpoch 0: |          | 6162/? [38:48<00:00,  2.65it/s]\nEpoch 0: |          | 6162/? [38:48<00:00,  2.65it/s]\nEpoch 0: |          | 6163/? [38:48<00:00,  2.65it/s]\nEpoch 0: |          | 6163/? [38:48<00:00,  2.65it/s]\nEpoch 0: |          | 6164/? [38:49<00:00,  2.65it/s]\nEpoch 0: |          | 6164/? [38:49<00:00,  2.65it/s]\nEpoch 0: |          | 6165/? [38:49<00:00,  2.65it/s]\nEpoch 0: |          | 6165/? [38:49<00:00,  2.65it/s]\nEpoch 0: |          | 6166/? [38:49<00:00,  2.65it/s]\nEpoch 0: |          | 6166/? [38:49<00:00,  2.65it/s]\nEpoch 0: |          | 6167/? [38:50<00:00,  2.65it/s]\nEpoch 0: |          | 6167/? [38:50<00:00,  2.65it/s]\nEpoch 0: |          | 6168/? [38:50<00:00,  2.65it/s]\nEpoch 0: |          | 6168/? [38:50<00:00,  2.65it/s]\nEpoch 0: |          | 6169/? [38:50<00:00,  2.65it/s]\nEpoch 0: |          | 6169/? [38:50<00:00,  2.65it/s]\nEpoch 0: |          | 6170/? [38:50<00:00,  2.65it/s]\nEpoch 0: |          | 6170/? [38:50<00:00,  2.65it/s]\nEpoch 0: |          | 6171/? [38:51<00:00,  2.65it/s]\nEpoch 0: |          | 6171/? [38:51<00:00,  2.65it/s]\nEpoch 0: |          | 6172/? [38:51<00:00,  2.65it/s]\nEpoch 0: |          | 6172/? [38:51<00:00,  2.65it/s]\nEpoch 0: |          | 6173/? [38:51<00:00,  2.65it/s]\nEpoch 0: |          | 6173/? [38:51<00:00,  2.65it/s]\nEpoch 0: |          | 6174/? [38:52<00:00,  2.65it/s]\nEpoch 0: |          | 6174/? [38:52<00:00,  2.65it/s]\nEpoch 0: |          | 6175/? [38:52<00:00,  2.65it/s]\nEpoch 0: |          | 6175/? [38:52<00:00,  2.65it/s]\nEpoch 0: |          | 6176/? [38:52<00:00,  2.65it/s]\nEpoch 0: |          | 6176/? [38:52<00:00,  2.65it/s]\nEpoch 0: |          | 6177/? [38:52<00:00,  2.65it/s]\nEpoch 0: |          | 6177/? [38:52<00:00,  2.65it/s]\nEpoch 0: |          | 6178/? [38:53<00:00,  2.65it/s]\nEpoch 0: |          | 6178/? [38:53<00:00,  2.65it/s]\nEpoch 0: |          | 6179/? [38:53<00:00,  2.65it/s]\nEpoch 0: |          | 6179/? [38:53<00:00,  2.65it/s]\nEpoch 0: |          | 6180/? [38:53<00:00,  2.65it/s]\nEpoch 0: |          | 6180/? [38:53<00:00,  2.65it/s]\nEpoch 0: |          | 6181/? [38:54<00:00,  2.65it/s]\nEpoch 0: |          | 6181/? [38:54<00:00,  2.65it/s]\nEpoch 0: |          | 6182/? [38:54<00:00,  2.65it/s]\nEpoch 0: |          | 6182/? [38:54<00:00,  2.65it/s]\nEpoch 0: |          | 6183/? [38:54<00:00,  2.65it/s]\nEpoch 0: |          | 6183/? [38:54<00:00,  2.65it/s]\nEpoch 0: |          | 6184/? [38:54<00:00,  2.65it/s]\nEpoch 0: |          | 6184/? [38:54<00:00,  2.65it/s]\nEpoch 0: |          | 6185/? [38:55<00:00,  2.65it/s]\nEpoch 0: |          | 6185/? [38:55<00:00,  2.65it/s]\nEpoch 0: |          | 6186/? [38:55<00:00,  2.65it/s]\nEpoch 0: |          | 6186/? [38:55<00:00,  2.65it/s]\nEpoch 0: |          | 6187/? [38:55<00:00,  2.65it/s]\nEpoch 0: |          | 6187/? [38:55<00:00,  2.65it/s]\nEpoch 0: |          | 6188/? [38:56<00:00,  2.65it/s]\nEpoch 0: |          | 6188/? [38:56<00:00,  2.65it/s]\nEpoch 0: |          | 6189/? [38:56<00:00,  2.65it/s]\nEpoch 0: |          | 6189/? [38:56<00:00,  2.65it/s]\nEpoch 0: |          | 6190/? [38:56<00:00,  2.65it/s]\nEpoch 0: |          | 6190/? [38:56<00:00,  2.65it/s]\nEpoch 0: |          | 6191/? [38:56<00:00,  2.65it/s]\nEpoch 0: |          | 6191/? [38:56<00:00,  2.65it/s]\nEpoch 0: |          | 6192/? [38:57<00:00,  2.65it/s]\nEpoch 0: |          | 6192/? [38:57<00:00,  2.65it/s]\nEpoch 0: |          | 6193/? [38:57<00:00,  2.65it/s]\nEpoch 0: |          | 6193/? [38:57<00:00,  2.65it/s]\nEpoch 0: |          | 6194/? [38:57<00:00,  2.65it/s]\nEpoch 0: |          | 6194/? [38:57<00:00,  2.65it/s]\nEpoch 0: |          | 6195/? [38:58<00:00,  2.65it/s]\nEpoch 0: |          | 6195/? [38:58<00:00,  2.65it/s]\nEpoch 0: |          | 6196/? [38:58<00:00,  2.65it/s]\nEpoch 0: |          | 6196/? [38:58<00:00,  2.65it/s]\nEpoch 0: |          | 6197/? [38:58<00:00,  2.65it/s]\nEpoch 0: |          | 6197/? [38:58<00:00,  2.65it/s]\nEpoch 0: |          | 6198/? [38:59<00:00,  2.65it/s]\nEpoch 0: |          | 6198/? [38:59<00:00,  2.65it/s]\nEpoch 0: |          | 6199/? [38:59<00:00,  2.65it/s]\nEpoch 0: |          | 6199/? [38:59<00:00,  2.65it/s]\nEpoch 0: |          | 6200/? [38:59<00:00,  2.65it/s]\nEpoch 0: |          | 6200/? [38:59<00:00,  2.65it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.51it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.36it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.39it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.32it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 6200/? [38:59<00:00,  2.65it/s]\nEpoch 0: |          | 6201/? [39:00<00:00,  2.65it/s]\nEpoch 0: |          | 6201/? [39:00<00:00,  2.65it/s]\nEpoch 0: |          | 6202/? [39:00<00:00,  2.65it/s]\nEpoch 0: |          | 6202/? [39:00<00:00,  2.65it/s]\nEpoch 0: |          | 6203/? [39:00<00:00,  2.65it/s]\nEpoch 0: |          | 6203/? [39:00<00:00,  2.65it/s]\nEpoch 0: |          | 6204/? [39:01<00:00,  2.65it/s]\nEpoch 0: |          | 6204/? [39:01<00:00,  2.65it/s]\nEpoch 0: |          | 6205/? [39:01<00:00,  2.65it/s]\nEpoch 0: |          | 6205/? [39:01<00:00,  2.65it/s]\nEpoch 0: |          | 6206/? [39:01<00:00,  2.65it/s]\nEpoch 0: |          | 6206/? [39:01<00:00,  2.65it/s]\nEpoch 0: |          | 6207/? [39:01<00:00,  2.65it/s]\nEpoch 0: |          | 6207/? [39:01<00:00,  2.65it/s]\nEpoch 0: |          | 6208/? [39:02<00:00,  2.65it/s]\nEpoch 0: |          | 6208/? [39:02<00:00,  2.65it/s]\nEpoch 0: |          | 6209/? [39:02<00:00,  2.65it/s]\nEpoch 0: |          | 6209/? [39:02<00:00,  2.65it/s]\nEpoch 0: |          | 6210/? [39:02<00:00,  2.65it/s]\nEpoch 0: |          | 6210/? [39:02<00:00,  2.65it/s]\nEpoch 0: |          | 6211/? [39:03<00:00,  2.65it/s]\nEpoch 0: |          | 6211/? [39:03<00:00,  2.65it/s]\nEpoch 0: |          | 6212/? [39:03<00:00,  2.65it/s]\nEpoch 0: |          | 6212/? [39:03<00:00,  2.65it/s]\nEpoch 0: |          | 6213/? [39:03<00:00,  2.65it/s]\nEpoch 0: |          | 6213/? [39:03<00:00,  2.65it/s]\nEpoch 0: |          | 6214/? [39:04<00:00,  2.65it/s]\nEpoch 0: |          | 6214/? [39:04<00:00,  2.65it/s]\nEpoch 0: |          | 6215/? [39:04<00:00,  2.65it/s]\nEpoch 0: |          | 6215/? [39:04<00:00,  2.65it/s]\nEpoch 0: |          | 6216/? [39:04<00:00,  2.65it/s]\nEpoch 0: |          | 6216/? [39:04<00:00,  2.65it/s]\nEpoch 0: |          | 6217/? [39:04<00:00,  2.65it/s]\nEpoch 0: |          | 6217/? [39:04<00:00,  2.65it/s]\nEpoch 0: |          | 6218/? [39:05<00:00,  2.65it/s]\nEpoch 0: |          | 6218/? [39:05<00:00,  2.65it/s]\nEpoch 0: |          | 6219/? [39:05<00:00,  2.65it/s]\nEpoch 0: |          | 6219/? [39:05<00:00,  2.65it/s]\nEpoch 0: |          | 6220/? [39:05<00:00,  2.65it/s]\nEpoch 0: |          | 6220/? [39:05<00:00,  2.65it/s]\nEpoch 0: |          | 6221/? [39:06<00:00,  2.65it/s]\nEpoch 0: |          | 6221/? [39:06<00:00,  2.65it/s]\nEpoch 0: |          | 6222/? [39:06<00:00,  2.65it/s]\nEpoch 0: |          | 6222/? [39:06<00:00,  2.65it/s]\nEpoch 0: |          | 6223/? [39:06<00:00,  2.65it/s]\nEpoch 0: |          | 6223/? [39:06<00:00,  2.65it/s]\nEpoch 0: |          | 6224/? [39:06<00:00,  2.65it/s]\nEpoch 0: |          | 6224/? [39:06<00:00,  2.65it/s]\nEpoch 0: |          | 6225/? [39:07<00:00,  2.65it/s]\nEpoch 0: |          | 6225/? [39:07<00:00,  2.65it/s]\nEpoch 0: |          | 6226/? [39:07<00:00,  2.65it/s]\nEpoch 0: |          | 6226/? [39:07<00:00,  2.65it/s]\nEpoch 0: |          | 6227/? [39:07<00:00,  2.65it/s]\nEpoch 0: |          | 6227/? [39:07<00:00,  2.65it/s]\nEpoch 0: |          | 6228/? [39:08<00:00,  2.65it/s]\nEpoch 0: |          | 6228/? [39:08<00:00,  2.65it/s]\nEpoch 0: |          | 6229/? [39:08<00:00,  2.65it/s]\nEpoch 0: |          | 6229/? [39:08<00:00,  2.65it/s]\nEpoch 0: |          | 6230/? [39:08<00:00,  2.65it/s]\nEpoch 0: |          | 6230/? [39:08<00:00,  2.65it/s]\nEpoch 0: |          | 6231/? [39:09<00:00,  2.65it/s]\nEpoch 0: |          | 6231/? [39:09<00:00,  2.65it/s]\nEpoch 0: |          | 6232/? [39:09<00:00,  2.65it/s]\nEpoch 0: |          | 6232/? [39:09<00:00,  2.65it/s]\nEpoch 0: |          | 6233/? [39:09<00:00,  2.65it/s]\nEpoch 0: |          | 6233/? [39:09<00:00,  2.65it/s]\nEpoch 0: |          | 6234/? [39:09<00:00,  2.65it/s]\nEpoch 0: |          | 6234/? [39:09<00:00,  2.65it/s]\nEpoch 0: |          | 6235/? [39:10<00:00,  2.65it/s]\nEpoch 0: |          | 6235/? [39:10<00:00,  2.65it/s]\nEpoch 0: |          | 6236/? [39:10<00:00,  2.65it/s]\nEpoch 0: |          | 6236/? [39:10<00:00,  2.65it/s]\nEpoch 0: |          | 6237/? [39:10<00:00,  2.65it/s]\nEpoch 0: |          | 6237/? [39:10<00:00,  2.65it/s]\nEpoch 0: |          | 6238/? [39:11<00:00,  2.65it/s]\nEpoch 0: |          | 6238/? [39:11<00:00,  2.65it/s]\nEpoch 0: |          | 6239/? [39:11<00:00,  2.65it/s]\nEpoch 0: |          | 6239/? [39:11<00:00,  2.65it/s]\nEpoch 0: |          | 6240/? [39:11<00:00,  2.65it/s]\nEpoch 0: |          | 6240/? [39:11<00:00,  2.65it/s]\nEpoch 0: |          | 6241/? [39:11<00:00,  2.65it/s]\nEpoch 0: |          | 6241/? [39:11<00:00,  2.65it/s]\nEpoch 0: |          | 6242/? [39:12<00:00,  2.65it/s]\nEpoch 0: |          | 6242/? [39:12<00:00,  2.65it/s]\nEpoch 0: |          | 6243/? [39:12<00:00,  2.65it/s]\nEpoch 0: |          | 6243/? [39:12<00:00,  2.65it/s]\nEpoch 0: |          | 6244/? [39:12<00:00,  2.65it/s]\nEpoch 0: |          | 6244/? [39:12<00:00,  2.65it/s]\nEpoch 0: |          | 6245/? [39:13<00:00,  2.65it/s]\nEpoch 0: |          | 6245/? [39:13<00:00,  2.65it/s]\nEpoch 0: |          | 6246/? [39:13<00:00,  2.65it/s]\nEpoch 0: |          | 6246/? [39:13<00:00,  2.65it/s]\nEpoch 0: |          | 6247/? [39:13<00:00,  2.65it/s]\nEpoch 0: |          | 6247/? [39:13<00:00,  2.65it/s]\nEpoch 0: |          | 6248/? [39:14<00:00,  2.65it/s]\nEpoch 0: |          | 6248/? [39:14<00:00,  2.65it/s]\nEpoch 0: |          | 6249/? [39:14<00:00,  2.65it/s]\nEpoch 0: |          | 6249/? [39:14<00:00,  2.65it/s]\nEpoch 0: |          | 6250/? [39:14<00:00,  2.65it/s]\nEpoch 0: |          | 6250/? [39:14<00:00,  2.65it/s]\nEpoch 0: |          | 6251/? [39:14<00:00,  2.65it/s]\nEpoch 0: |          | 6251/? [39:14<00:00,  2.65it/s]\nEpoch 0: |          | 6252/? [39:15<00:00,  2.65it/s]\nEpoch 0: |          | 6252/? [39:15<00:00,  2.65it/s]\nEpoch 0: |          | 6253/? [39:15<00:00,  2.65it/s]\nEpoch 0: |          | 6253/? [39:15<00:00,  2.65it/s]\nEpoch 0: |          | 6254/? [39:15<00:00,  2.65it/s]\nEpoch 0: |          | 6254/? [39:15<00:00,  2.65it/s]\nEpoch 0: |          | 6255/? [39:16<00:00,  2.65it/s]\nEpoch 0: |          | 6255/? [39:16<00:00,  2.65it/s]\nEpoch 0: |          | 6256/? [39:16<00:00,  2.65it/s]\nEpoch 0: |          | 6256/? [39:16<00:00,  2.65it/s]\nEpoch 0: |          | 6257/? [39:16<00:00,  2.66it/s]\nEpoch 0: |          | 6257/? [39:16<00:00,  2.66it/s]\nEpoch 0: |          | 6258/? [39:16<00:00,  2.66it/s]\nEpoch 0: |          | 6258/? [39:16<00:00,  2.66it/s]\nEpoch 0: |          | 6259/? [39:17<00:00,  2.66it/s]\nEpoch 0: |          | 6259/? [39:17<00:00,  2.66it/s]\nEpoch 0: |          | 6260/? [39:17<00:00,  2.66it/s]\nEpoch 0: |          | 6260/? [39:17<00:00,  2.66it/s]\nEpoch 0: |          | 6261/? [39:17<00:00,  2.66it/s]\nEpoch 0: |          | 6261/? [39:17<00:00,  2.66it/s]\nEpoch 0: |          | 6262/? [39:18<00:00,  2.66it/s]\nEpoch 0: |          | 6262/? [39:18<00:00,  2.66it/s]\nEpoch 0: |          | 6263/? [39:18<00:00,  2.66it/s]\nEpoch 0: |          | 6263/? [39:18<00:00,  2.66it/s]\nEpoch 0: |          | 6264/? [39:18<00:00,  2.66it/s]\nEpoch 0: |          | 6264/? [39:18<00:00,  2.66it/s]\nEpoch 0: |          | 6265/? [39:19<00:00,  2.66it/s]\nEpoch 0: |          | 6265/? [39:19<00:00,  2.66it/s]\nEpoch 0: |          | 6266/? [39:19<00:00,  2.66it/s]\nEpoch 0: |          | 6266/? [39:19<00:00,  2.66it/s]\nEpoch 0: |          | 6267/? [39:19<00:00,  2.66it/s]\nEpoch 0: |          | 6267/? [39:19<00:00,  2.66it/s]\nEpoch 0: |          | 6268/? [39:19<00:00,  2.66it/s]\nEpoch 0: |          | 6268/? [39:19<00:00,  2.66it/s]\nEpoch 0: |          | 6269/? [39:20<00:00,  2.66it/s]\nEpoch 0: |          | 6269/? [39:20<00:00,  2.66it/s]\nEpoch 0: |          | 6270/? [39:20<00:00,  2.66it/s]\nEpoch 0: |          | 6270/? [39:20<00:00,  2.66it/s]\nEpoch 0: |          | 6271/? [39:20<00:00,  2.66it/s]\nEpoch 0: |          | 6271/? [39:20<00:00,  2.66it/s]\nEpoch 0: |          | 6272/? [39:21<00:00,  2.66it/s]\nEpoch 0: |          | 6272/? [39:21<00:00,  2.66it/s]\nEpoch 0: |          | 6273/? [39:21<00:00,  2.66it/s]\nEpoch 0: |          | 6273/? [39:21<00:00,  2.66it/s]\nEpoch 0: |          | 6274/? [39:21<00:00,  2.66it/s]\nEpoch 0: |          | 6274/? [39:21<00:00,  2.66it/s]\nEpoch 0: |          | 6275/? [39:21<00:00,  2.66it/s]\nEpoch 0: |          | 6275/? [39:21<00:00,  2.66it/s]\nEpoch 0: |          | 6276/? [39:22<00:00,  2.66it/s]\nEpoch 0: |          | 6276/? [39:22<00:00,  2.66it/s]\nEpoch 0: |          | 6277/? [39:22<00:00,  2.66it/s]\nEpoch 0: |          | 6277/? [39:22<00:00,  2.66it/s]\nEpoch 0: |          | 6278/? [39:22<00:00,  2.66it/s]\nEpoch 0: |          | 6278/? [39:22<00:00,  2.66it/s]\nEpoch 0: |          | 6279/? [39:23<00:00,  2.66it/s]\nEpoch 0: |          | 6279/? [39:23<00:00,  2.66it/s]\nEpoch 0: |          | 6280/? [39:23<00:00,  2.66it/s]\nEpoch 0: |          | 6280/? [39:23<00:00,  2.66it/s]\nEpoch 0: |          | 6281/? [39:23<00:00,  2.66it/s]\nEpoch 0: |          | 6281/? [39:23<00:00,  2.66it/s]\nEpoch 0: |          | 6282/? [39:23<00:00,  2.66it/s]\nEpoch 0: |          | 6282/? [39:23<00:00,  2.66it/s]\nEpoch 0: |          | 6283/? [39:24<00:00,  2.66it/s]\nEpoch 0: |          | 6283/? [39:24<00:00,  2.66it/s]\nEpoch 0: |          | 6284/? [39:24<00:00,  2.66it/s]\nEpoch 0: |          | 6284/? [39:24<00:00,  2.66it/s]\nEpoch 0: |          | 6285/? [39:24<00:00,  2.66it/s]\nEpoch 0: |          | 6285/? [39:24<00:00,  2.66it/s]\nEpoch 0: |          | 6286/? [39:25<00:00,  2.66it/s]\nEpoch 0: |          | 6286/? [39:25<00:00,  2.66it/s]\nEpoch 0: |          | 6287/? [39:25<00:00,  2.66it/s]\nEpoch 0: |          | 6287/? [39:25<00:00,  2.66it/s]\nEpoch 0: |          | 6288/? [39:25<00:00,  2.66it/s]\nEpoch 0: |          | 6288/? [39:25<00:00,  2.66it/s]\nEpoch 0: |          | 6289/? [39:25<00:00,  2.66it/s]\nEpoch 0: |          | 6289/? [39:25<00:00,  2.66it/s]\nEpoch 0: |          | 6290/? [39:26<00:00,  2.66it/s]\nEpoch 0: |          | 6290/? [39:26<00:00,  2.66it/s]\nEpoch 0: |          | 6291/? [39:26<00:00,  2.66it/s]\nEpoch 0: |          | 6291/? [39:26<00:00,  2.66it/s]\nEpoch 0: |          | 6292/? [39:26<00:00,  2.66it/s]\nEpoch 0: |          | 6292/? [39:26<00:00,  2.66it/s]\nEpoch 0: |          | 6293/? [39:27<00:00,  2.66it/s]\nEpoch 0: |          | 6293/? [39:27<00:00,  2.66it/s]\nEpoch 0: |          | 6294/? [39:27<00:00,  2.66it/s]\nEpoch 0: |          | 6294/? [39:27<00:00,  2.66it/s]\nEpoch 0: |          | 6295/? [39:27<00:00,  2.66it/s]\nEpoch 0: |          | 6295/? [39:27<00:00,  2.66it/s]\nEpoch 0: |          | 6296/? [39:28<00:00,  2.66it/s]\nEpoch 0: |          | 6296/? [39:28<00:00,  2.66it/s]\nEpoch 0: |          | 6297/? [39:28<00:00,  2.66it/s]\nEpoch 0: |          | 6297/? [39:28<00:00,  2.66it/s]\nEpoch 0: |          | 6298/? [39:28<00:00,  2.66it/s]\nEpoch 0: |          | 6298/? [39:28<00:00,  2.66it/s]\nEpoch 0: |          | 6299/? [39:28<00:00,  2.66it/s]\nEpoch 0: |          | 6299/? [39:28<00:00,  2.66it/s]\nEpoch 0: |          | 6300/? [39:29<00:00,  2.66it/s]\nEpoch 0: |          | 6300/? [39:29<00:00,  2.66it/s]\nEpoch 0: |          | 6301/? [39:29<00:00,  2.66it/s]\nEpoch 0: |          | 6301/? [39:29<00:00,  2.66it/s]\nEpoch 0: |          | 6302/? [39:29<00:00,  2.66it/s]\nEpoch 0: |          | 6302/? [39:29<00:00,  2.66it/s]\nEpoch 0: |          | 6303/? [39:30<00:00,  2.66it/s]\nEpoch 0: |          | 6303/? [39:30<00:00,  2.66it/s]\nEpoch 0: |          | 6304/? [39:30<00:00,  2.66it/s]\nEpoch 0: |          | 6304/? [39:30<00:00,  2.66it/s]\nEpoch 0: |          | 6305/? [39:30<00:00,  2.66it/s]\nEpoch 0: |          | 6305/? [39:30<00:00,  2.66it/s]\nEpoch 0: |          | 6306/? [39:30<00:00,  2.66it/s]\nEpoch 0: |          | 6306/? [39:30<00:00,  2.66it/s]\nEpoch 0: |          | 6307/? [39:31<00:00,  2.66it/s]\nEpoch 0: |          | 6307/? [39:31<00:00,  2.66it/s]\nEpoch 0: |          | 6308/? [39:31<00:00,  2.66it/s]\nEpoch 0: |          | 6308/? [39:31<00:00,  2.66it/s]\nEpoch 0: |          | 6309/? [39:31<00:00,  2.66it/s]\nEpoch 0: |          | 6309/? [39:31<00:00,  2.66it/s]\nEpoch 0: |          | 6310/? [39:32<00:00,  2.66it/s]\nEpoch 0: |          | 6310/? [39:32<00:00,  2.66it/s]\nEpoch 0: |          | 6311/? [39:32<00:00,  2.66it/s]\nEpoch 0: |          | 6311/? [39:32<00:00,  2.66it/s]\nEpoch 0: |          | 6312/? [39:32<00:00,  2.66it/s]\nEpoch 0: |          | 6312/? [39:32<00:00,  2.66it/s]\nEpoch 0: |          | 6313/? [39:33<00:00,  2.66it/s]\nEpoch 0: |          | 6313/? [39:33<00:00,  2.66it/s]\nEpoch 0: |          | 6314/? [39:33<00:00,  2.66it/s]\nEpoch 0: |          | 6314/? [39:33<00:00,  2.66it/s]\nEpoch 0: |          | 6315/? [39:33<00:00,  2.66it/s]\nEpoch 0: |          | 6315/? [39:33<00:00,  2.66it/s]\nEpoch 0: |          | 6316/? [39:33<00:00,  2.66it/s]\nEpoch 0: |          | 6316/? [39:33<00:00,  2.66it/s]\nEpoch 0: |          | 6317/? [39:34<00:00,  2.66it/s]\nEpoch 0: |          | 6317/? [39:34<00:00,  2.66it/s]\nEpoch 0: |          | 6318/? [39:34<00:00,  2.66it/s]\nEpoch 0: |          | 6318/? [39:34<00:00,  2.66it/s]\nEpoch 0: |          | 6319/? [39:34<00:00,  2.66it/s]\nEpoch 0: |          | 6319/? [39:34<00:00,  2.66it/s]\nEpoch 0: |          | 6320/? [39:35<00:00,  2.66it/s]\nEpoch 0: |          | 6320/? [39:35<00:00,  2.66it/s]\nEpoch 0: |          | 6321/? [39:35<00:00,  2.66it/s]\nEpoch 0: |          | 6321/? [39:35<00:00,  2.66it/s]\nEpoch 0: |          | 6322/? [39:35<00:00,  2.66it/s]\nEpoch 0: |          | 6322/? [39:35<00:00,  2.66it/s]\nEpoch 0: |          | 6323/? [39:35<00:00,  2.66it/s]\nEpoch 0: |          | 6323/? [39:35<00:00,  2.66it/s]\nEpoch 0: |          | 6324/? [39:36<00:00,  2.66it/s]\nEpoch 0: |          | 6324/? [39:36<00:00,  2.66it/s]\nEpoch 0: |          | 6325/? [39:36<00:00,  2.66it/s]\nEpoch 0: |          | 6325/? [39:36<00:00,  2.66it/s]\nEpoch 0: |          | 6326/? [39:36<00:00,  2.66it/s]\nEpoch 0: |          | 6326/? [39:36<00:00,  2.66it/s]\nEpoch 0: |          | 6327/? [39:37<00:00,  2.66it/s]\nEpoch 0: |          | 6327/? [39:37<00:00,  2.66it/s]\nEpoch 0: |          | 6328/? [39:37<00:00,  2.66it/s]\nEpoch 0: |          | 6328/? [39:37<00:00,  2.66it/s]\nEpoch 0: |          | 6329/? [39:37<00:00,  2.66it/s]\nEpoch 0: |          | 6329/? [39:37<00:00,  2.66it/s]\nEpoch 0: |          | 6330/? [39:37<00:00,  2.66it/s]\nEpoch 0: |          | 6330/? [39:37<00:00,  2.66it/s]\nEpoch 0: |          | 6331/? [39:38<00:00,  2.66it/s]\nEpoch 0: |          | 6331/? [39:38<00:00,  2.66it/s]\nEpoch 0: |          | 6332/? [39:38<00:00,  2.66it/s]\nEpoch 0: |          | 6332/? [39:38<00:00,  2.66it/s]\nEpoch 0: |          | 6333/? [39:38<00:00,  2.66it/s]\nEpoch 0: |          | 6333/? [39:38<00:00,  2.66it/s]\nEpoch 0: |          | 6334/? [39:39<00:00,  2.66it/s]\nEpoch 0: |          | 6334/? [39:39<00:00,  2.66it/s]\nEpoch 0: |          | 6335/? [39:39<00:00,  2.66it/s]\nEpoch 0: |          | 6335/? [39:39<00:00,  2.66it/s]\nEpoch 0: |          | 6336/? [39:39<00:00,  2.66it/s]\nEpoch 0: |          | 6336/? [39:39<00:00,  2.66it/s]\nEpoch 0: |          | 6337/? [39:39<00:00,  2.66it/s]\nEpoch 0: |          | 6337/? [39:39<00:00,  2.66it/s]\nEpoch 0: |          | 6338/? [39:40<00:00,  2.66it/s]\nEpoch 0: |          | 6338/? [39:40<00:00,  2.66it/s]\nEpoch 0: |          | 6339/? [39:40<00:00,  2.66it/s]\nEpoch 0: |          | 6339/? [39:40<00:00,  2.66it/s]\nEpoch 0: |          | 6340/? [39:40<00:00,  2.66it/s]\nEpoch 0: |          | 6340/? [39:40<00:00,  2.66it/s]\nEpoch 0: |          | 6341/? [39:41<00:00,  2.66it/s]\nEpoch 0: |          | 6341/? [39:41<00:00,  2.66it/s]\nEpoch 0: |          | 6342/? [39:41<00:00,  2.66it/s]\nEpoch 0: |          | 6342/? [39:41<00:00,  2.66it/s]\nEpoch 0: |          | 6343/? [39:41<00:00,  2.66it/s]\nEpoch 0: |          | 6343/? [39:41<00:00,  2.66it/s]\nEpoch 0: |          | 6344/? [39:42<00:00,  2.66it/s]\nEpoch 0: |          | 6344/? [39:42<00:00,  2.66it/s]\nEpoch 0: |          | 6345/? [39:42<00:00,  2.66it/s]\nEpoch 0: |          | 6345/? [39:42<00:00,  2.66it/s]\nEpoch 0: |          | 6346/? [39:42<00:00,  2.66it/s]\nEpoch 0: |          | 6346/? [39:42<00:00,  2.66it/s]\nEpoch 0: |          | 6347/? [39:42<00:00,  2.66it/s]\nEpoch 0: |          | 6347/? [39:42<00:00,  2.66it/s]\nEpoch 0: |          | 6348/? [39:43<00:00,  2.66it/s]\nEpoch 0: |          | 6348/? [39:43<00:00,  2.66it/s]\nEpoch 0: |          | 6349/? [39:43<00:00,  2.66it/s]\nEpoch 0: |          | 6349/? [39:43<00:00,  2.66it/s]\nEpoch 0: |          | 6350/? [39:43<00:00,  2.66it/s]\nEpoch 0: |          | 6350/? [39:43<00:00,  2.66it/s]\nEpoch 0: |          | 6351/? [39:44<00:00,  2.66it/s]\nEpoch 0: |          | 6351/? [39:44<00:00,  2.66it/s]\nEpoch 0: |          | 6352/? [39:44<00:00,  2.66it/s]\nEpoch 0: |          | 6352/? [39:44<00:00,  2.66it/s]\nEpoch 0: |          | 6353/? [39:44<00:00,  2.66it/s]\nEpoch 0: |          | 6353/? [39:44<00:00,  2.66it/s]\nEpoch 0: |          | 6354/? [39:44<00:00,  2.66it/s]\nEpoch 0: |          | 6354/? [39:44<00:00,  2.66it/s]\nEpoch 0: |          | 6355/? [39:45<00:00,  2.66it/s]\nEpoch 0: |          | 6355/? [39:45<00:00,  2.66it/s]\nEpoch 0: |          | 6356/? [39:45<00:00,  2.66it/s]\nEpoch 0: |          | 6356/? [39:45<00:00,  2.66it/s]\nEpoch 0: |          | 6357/? [39:45<00:00,  2.66it/s]\nEpoch 0: |          | 6357/? [39:45<00:00,  2.66it/s]\nEpoch 0: |          | 6358/? [39:46<00:00,  2.66it/s]\nEpoch 0: |          | 6358/? [39:46<00:00,  2.66it/s]\nEpoch 0: |          | 6359/? [39:46<00:00,  2.66it/s]\nEpoch 0: |          | 6359/? [39:46<00:00,  2.66it/s]\nEpoch 0: |          | 6360/? [39:46<00:00,  2.66it/s]\nEpoch 0: |          | 6360/? [39:46<00:00,  2.66it/s]\nEpoch 0: |          | 6361/? [39:46<00:00,  2.66it/s]\nEpoch 0: |          | 6361/? [39:46<00:00,  2.66it/s]\nEpoch 0: |          | 6362/? [39:47<00:00,  2.66it/s]\nEpoch 0: |          | 6362/? [39:47<00:00,  2.66it/s]\nEpoch 0: |          | 6363/? [39:47<00:00,  2.67it/s]\nEpoch 0: |          | 6363/? [39:47<00:00,  2.67it/s]\nEpoch 0: |          | 6364/? [39:47<00:00,  2.67it/s]\nEpoch 0: |          | 6364/? [39:47<00:00,  2.67it/s]\nEpoch 0: |          | 6365/? [39:48<00:00,  2.67it/s]\nEpoch 0: |          | 6365/? [39:48<00:00,  2.67it/s]\nEpoch 0: |          | 6366/? [39:48<00:00,  2.67it/s]\nEpoch 0: |          | 6366/? [39:48<00:00,  2.67it/s]\nEpoch 0: |          | 6367/? [39:48<00:00,  2.67it/s]\nEpoch 0: |          | 6367/? [39:48<00:00,  2.67it/s]\nEpoch 0: |          | 6368/? [39:49<00:00,  2.67it/s]\nEpoch 0: |          | 6368/? [39:49<00:00,  2.67it/s]\nEpoch 0: |          | 6369/? [39:49<00:00,  2.67it/s]\nEpoch 0: |          | 6369/? [39:49<00:00,  2.67it/s]\nEpoch 0: |          | 6370/? [39:49<00:00,  2.67it/s]\nEpoch 0: |          | 6370/? [39:49<00:00,  2.67it/s]\nEpoch 0: |          | 6371/? [39:49<00:00,  2.67it/s]\nEpoch 0: |          | 6371/? [39:49<00:00,  2.67it/s]\nEpoch 0: |          | 6372/? [39:50<00:00,  2.67it/s]\nEpoch 0: |          | 6372/? [39:50<00:00,  2.67it/s]\nEpoch 0: |          | 6373/? [39:50<00:00,  2.67it/s]\nEpoch 0: |          | 6373/? [39:50<00:00,  2.67it/s]\nEpoch 0: |          | 6374/? [39:50<00:00,  2.67it/s]\nEpoch 0: |          | 6374/? [39:50<00:00,  2.67it/s]\nEpoch 0: |          | 6375/? [39:51<00:00,  2.67it/s]\nEpoch 0: |          | 6375/? [39:51<00:00,  2.67it/s]\nEpoch 0: |          | 6376/? [39:51<00:00,  2.67it/s]\nEpoch 0: |          | 6376/? [39:51<00:00,  2.67it/s]\nEpoch 0: |          | 6377/? [39:51<00:00,  2.67it/s]\nEpoch 0: |          | 6377/? [39:51<00:00,  2.67it/s]\nEpoch 0: |          | 6378/? [39:51<00:00,  2.67it/s]\nEpoch 0: |          | 6378/? [39:51<00:00,  2.67it/s]\nEpoch 0: |          | 6379/? [39:52<00:00,  2.67it/s]\nEpoch 0: |          | 6379/? [39:52<00:00,  2.67it/s]\nEpoch 0: |          | 6380/? [39:52<00:00,  2.67it/s]\nEpoch 0: |          | 6380/? [39:52<00:00,  2.67it/s]\nEpoch 0: |          | 6381/? [39:52<00:00,  2.67it/s]\nEpoch 0: |          | 6381/? [39:52<00:00,  2.67it/s]\nEpoch 0: |          | 6382/? [39:53<00:00,  2.67it/s]\nEpoch 0: |          | 6382/? [39:53<00:00,  2.67it/s]\nEpoch 0: |          | 6383/? [39:53<00:00,  2.67it/s]\nEpoch 0: |          | 6383/? [39:53<00:00,  2.67it/s]\nEpoch 0: |          | 6384/? [39:53<00:00,  2.67it/s]\nEpoch 0: |          | 6384/? [39:53<00:00,  2.67it/s]\nEpoch 0: |          | 6385/? [39:53<00:00,  2.67it/s]\nEpoch 0: |          | 6385/? [39:53<00:00,  2.67it/s]\nEpoch 0: |          | 6386/? [39:54<00:00,  2.67it/s]\nEpoch 0: |          | 6386/? [39:54<00:00,  2.67it/s]\nEpoch 0: |          | 6387/? [39:54<00:00,  2.67it/s]\nEpoch 0: |          | 6387/? [39:54<00:00,  2.67it/s]\nEpoch 0: |          | 6388/? [39:54<00:00,  2.67it/s]\nEpoch 0: |          | 6388/? [39:54<00:00,  2.67it/s]\nEpoch 0: |          | 6389/? [39:55<00:00,  2.67it/s]\nEpoch 0: |          | 6389/? [39:55<00:00,  2.67it/s]\nEpoch 0: |          | 6390/? [39:55<00:00,  2.67it/s]\nEpoch 0: |          | 6390/? [39:55<00:00,  2.67it/s]\nEpoch 0: |          | 6391/? [39:55<00:00,  2.67it/s]\nEpoch 0: |          | 6391/? [39:55<00:00,  2.67it/s]\nEpoch 0: |          | 6392/? [39:55<00:00,  2.67it/s]\nEpoch 0: |          | 6392/? [39:55<00:00,  2.67it/s]\nEpoch 0: |          | 6393/? [39:56<00:00,  2.67it/s]\nEpoch 0: |          | 6393/? [39:56<00:00,  2.67it/s]\nEpoch 0: |          | 6394/? [39:56<00:00,  2.67it/s]\nEpoch 0: |          | 6394/? [39:56<00:00,  2.67it/s]\nEpoch 0: |          | 6395/? [39:56<00:00,  2.67it/s]\nEpoch 0: |          | 6395/? [39:56<00:00,  2.67it/s]\nEpoch 0: |          | 6396/? [39:57<00:00,  2.67it/s]\nEpoch 0: |          | 6396/? [39:57<00:00,  2.67it/s]\nEpoch 0: |          | 6397/? [39:57<00:00,  2.67it/s]\nEpoch 0: |          | 6397/? [39:57<00:00,  2.67it/s]\nEpoch 0: |          | 6398/? [39:57<00:00,  2.67it/s]\nEpoch 0: |          | 6398/? [39:57<00:00,  2.67it/s]\nEpoch 0: |          | 6399/? [39:57<00:00,  2.67it/s]\nEpoch 0: |          | 6399/? [39:57<00:00,  2.67it/s]\nEpoch 0: |          | 6400/? [39:58<00:00,  2.67it/s]\nEpoch 0: |          | 6400/? [39:58<00:00,  2.67it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.13it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.36it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.49it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.26it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 6400/? [39:58<00:00,  2.67it/s]\nEpoch 0: |          | 6401/? [39:58<00:00,  2.67it/s]\nEpoch 0: |          | 6401/? [39:58<00:00,  2.67it/s]\nEpoch 0: |          | 6402/? [39:59<00:00,  2.67it/s]\nEpoch 0: |          | 6402/? [39:59<00:00,  2.67it/s]\nEpoch 0: |          | 6403/? [39:59<00:00,  2.67it/s]\nEpoch 0: |          | 6403/? [39:59<00:00,  2.67it/s]\nEpoch 0: |          | 6404/? [39:59<00:00,  2.67it/s]\nEpoch 0: |          | 6404/? [39:59<00:00,  2.67it/s]\nEpoch 0: |          | 6405/? [40:00<00:00,  2.67it/s]\nEpoch 0: |          | 6405/? [40:00<00:00,  2.67it/s]\nEpoch 0: |          | 6406/? [40:00<00:00,  2.67it/s]\nEpoch 0: |          | 6406/? [40:00<00:00,  2.67it/s]\nEpoch 0: |          | 6407/? [40:00<00:00,  2.67it/s]\nEpoch 0: |          | 6407/? [40:00<00:00,  2.67it/s]\nEpoch 0: |          | 6408/? [40:00<00:00,  2.67it/s]\nEpoch 0: |          | 6408/? [40:00<00:00,  2.67it/s]\nEpoch 0: |          | 6409/? [40:01<00:00,  2.67it/s]\nEpoch 0: |          | 6409/? [40:01<00:00,  2.67it/s]\nEpoch 0: |          | 6410/? [40:01<00:00,  2.67it/s]\nEpoch 0: |          | 6410/? [40:01<00:00,  2.67it/s]\nEpoch 0: |          | 6411/? [40:01<00:00,  2.67it/s]\nEpoch 0: |          | 6411/? [40:01<00:00,  2.67it/s]\nEpoch 0: |          | 6412/? [40:02<00:00,  2.67it/s]\nEpoch 0: |          | 6412/? [40:02<00:00,  2.67it/s]\nEpoch 0: |          | 6413/? [40:02<00:00,  2.67it/s]\nEpoch 0: |          | 6413/? [40:02<00:00,  2.67it/s]\nEpoch 0: |          | 6414/? [40:02<00:00,  2.67it/s]\nEpoch 0: |          | 6414/? [40:02<00:00,  2.67it/s]\nEpoch 0: |          | 6415/? [40:02<00:00,  2.67it/s]\nEpoch 0: |          | 6415/? [40:02<00:00,  2.67it/s]\nEpoch 0: |          | 6416/? [40:03<00:00,  2.67it/s]\nEpoch 0: |          | 6416/? [40:03<00:00,  2.67it/s]\nEpoch 0: |          | 6417/? [40:03<00:00,  2.67it/s]\nEpoch 0: |          | 6417/? [40:03<00:00,  2.67it/s]\nEpoch 0: |          | 6418/? [40:03<00:00,  2.67it/s]\nEpoch 0: |          | 6418/? [40:03<00:00,  2.67it/s]\nEpoch 0: |          | 6419/? [40:04<00:00,  2.67it/s]\nEpoch 0: |          | 6419/? [40:04<00:00,  2.67it/s]\nEpoch 0: |          | 6420/? [40:04<00:00,  2.67it/s]\nEpoch 0: |          | 6420/? [40:04<00:00,  2.67it/s]\nEpoch 0: |          | 6421/? [40:04<00:00,  2.67it/s]\nEpoch 0: |          | 6421/? [40:04<00:00,  2.67it/s]\nEpoch 0: |          | 6422/? [40:04<00:00,  2.67it/s]\nEpoch 0: |          | 6422/? [40:04<00:00,  2.67it/s]\nEpoch 0: |          | 6423/? [40:05<00:00,  2.67it/s]\nEpoch 0: |          | 6423/? [40:05<00:00,  2.67it/s]\nEpoch 0: |          | 6424/? [40:05<00:00,  2.67it/s]\nEpoch 0: |          | 6424/? [40:05<00:00,  2.67it/s]\nEpoch 0: |          | 6425/? [40:05<00:00,  2.67it/s]\nEpoch 0: |          | 6425/? [40:05<00:00,  2.67it/s]\nEpoch 0: |          | 6426/? [40:06<00:00,  2.67it/s]\nEpoch 0: |          | 6426/? [40:06<00:00,  2.67it/s]\nEpoch 0: |          | 6427/? [40:06<00:00,  2.67it/s]\nEpoch 0: |          | 6427/? [40:06<00:00,  2.67it/s]\nEpoch 0: |          | 6428/? [40:06<00:00,  2.67it/s]\nEpoch 0: |          | 6428/? [40:06<00:00,  2.67it/s]\nEpoch 0: |          | 6429/? [40:06<00:00,  2.67it/s]\nEpoch 0: |          | 6429/? [40:06<00:00,  2.67it/s]\nEpoch 0: |          | 6430/? [40:07<00:00,  2.67it/s]\nEpoch 0: |          | 6430/? [40:07<00:00,  2.67it/s]\nEpoch 0: |          | 6431/? [40:07<00:00,  2.67it/s]\nEpoch 0: |          | 6431/? [40:07<00:00,  2.67it/s]\nEpoch 0: |          | 6432/? [40:07<00:00,  2.67it/s]\nEpoch 0: |          | 6432/? [40:07<00:00,  2.67it/s]\nEpoch 0: |          | 6433/? [40:08<00:00,  2.67it/s]\nEpoch 0: |          | 6433/? [40:08<00:00,  2.67it/s]\nEpoch 0: |          | 6434/? [40:08<00:00,  2.67it/s]\nEpoch 0: |          | 6434/? [40:08<00:00,  2.67it/s]\nEpoch 0: |          | 6435/? [40:08<00:00,  2.67it/s]\nEpoch 0: |          | 6435/? [40:08<00:00,  2.67it/s]\nEpoch 0: |          | 6436/? [40:08<00:00,  2.67it/s]\nEpoch 0: |          | 6436/? [40:08<00:00,  2.67it/s]\nEpoch 0: |          | 6437/? [40:09<00:00,  2.67it/s]\nEpoch 0: |          | 6437/? [40:09<00:00,  2.67it/s]\nEpoch 0: |          | 6438/? [40:09<00:00,  2.67it/s]\nEpoch 0: |          | 6438/? [40:09<00:00,  2.67it/s]\nEpoch 0: |          | 6439/? [40:09<00:00,  2.67it/s]\nEpoch 0: |          | 6439/? [40:09<00:00,  2.67it/s]\nEpoch 0: |          | 6440/? [40:10<00:00,  2.67it/s]\nEpoch 0: |          | 6440/? [40:10<00:00,  2.67it/s]\nEpoch 0: |          | 6441/? [40:10<00:00,  2.67it/s]\nEpoch 0: |          | 6441/? [40:10<00:00,  2.67it/s]\nEpoch 0: |          | 6442/? [40:10<00:00,  2.67it/s]\nEpoch 0: |          | 6442/? [40:10<00:00,  2.67it/s]\nEpoch 0: |          | 6443/? [40:10<00:00,  2.67it/s]\nEpoch 0: |          | 6443/? [40:10<00:00,  2.67it/s]\nEpoch 0: |          | 6444/? [40:11<00:00,  2.67it/s]\nEpoch 0: |          | 6444/? [40:11<00:00,  2.67it/s]\nEpoch 0: |          | 6445/? [40:11<00:00,  2.67it/s]\nEpoch 0: |          | 6445/? [40:11<00:00,  2.67it/s]\nEpoch 0: |          | 6446/? [40:11<00:00,  2.67it/s]\nEpoch 0: |          | 6446/? [40:11<00:00,  2.67it/s]\nEpoch 0: |          | 6447/? [40:12<00:00,  2.67it/s]\nEpoch 0: |          | 6447/? [40:12<00:00,  2.67it/s]\nEpoch 0: |          | 6448/? [40:12<00:00,  2.67it/s]\nEpoch 0: |          | 6448/? [40:12<00:00,  2.67it/s]\nEpoch 0: |          | 6449/? [40:12<00:00,  2.67it/s]\nEpoch 0: |          | 6449/? [40:12<00:00,  2.67it/s]\nEpoch 0: |          | 6450/? [40:13<00:00,  2.67it/s]\nEpoch 0: |          | 6450/? [40:13<00:00,  2.67it/s]\nEpoch 0: |          | 6451/? [40:13<00:00,  2.67it/s]\nEpoch 0: |          | 6451/? [40:13<00:00,  2.67it/s]\nEpoch 0: |          | 6452/? [40:13<00:00,  2.67it/s]\nEpoch 0: |          | 6452/? [40:13<00:00,  2.67it/s]\nEpoch 0: |          | 6453/? [40:13<00:00,  2.67it/s]\nEpoch 0: |          | 6453/? [40:13<00:00,  2.67it/s]\nEpoch 0: |          | 6454/? [40:14<00:00,  2.67it/s]\nEpoch 0: |          | 6454/? [40:14<00:00,  2.67it/s]\nEpoch 0: |          | 6455/? [40:14<00:00,  2.67it/s]\nEpoch 0: |          | 6455/? [40:14<00:00,  2.67it/s]\nEpoch 0: |          | 6456/? [40:14<00:00,  2.67it/s]\nEpoch 0: |          | 6456/? [40:14<00:00,  2.67it/s]\nEpoch 0: |          | 6457/? [40:15<00:00,  2.67it/s]\nEpoch 0: |          | 6457/? [40:15<00:00,  2.67it/s]\nEpoch 0: |          | 6458/? [40:15<00:00,  2.67it/s]\nEpoch 0: |          | 6458/? [40:15<00:00,  2.67it/s]\nEpoch 0: |          | 6459/? [40:15<00:00,  2.67it/s]\nEpoch 0: |          | 6459/? [40:15<00:00,  2.67it/s]\nEpoch 0: |          | 6460/? [40:15<00:00,  2.67it/s]\nEpoch 0: |          | 6460/? [40:15<00:00,  2.67it/s]\nEpoch 0: |          | 6461/? [40:16<00:00,  2.67it/s]\nEpoch 0: |          | 6461/? [40:16<00:00,  2.67it/s]\nEpoch 0: |          | 6462/? [40:16<00:00,  2.67it/s]\nEpoch 0: |          | 6462/? [40:16<00:00,  2.67it/s]\nEpoch 0: |          | 6463/? [40:16<00:00,  2.67it/s]\nEpoch 0: |          | 6463/? [40:16<00:00,  2.67it/s]\nEpoch 0: |          | 6464/? [40:17<00:00,  2.67it/s]\nEpoch 0: |          | 6464/? [40:17<00:00,  2.67it/s]\nEpoch 0: |          | 6465/? [40:17<00:00,  2.67it/s]\nEpoch 0: |          | 6465/? [40:17<00:00,  2.67it/s]\nEpoch 0: |          | 6466/? [40:17<00:00,  2.67it/s]\nEpoch 0: |          | 6466/? [40:17<00:00,  2.67it/s]\nEpoch 0: |          | 6467/? [40:17<00:00,  2.67it/s]\nEpoch 0: |          | 6467/? [40:17<00:00,  2.67it/s]\nEpoch 0: |          | 6468/? [40:18<00:00,  2.67it/s]\nEpoch 0: |          | 6468/? [40:18<00:00,  2.67it/s]\nEpoch 0: |          | 6469/? [40:18<00:00,  2.67it/s]\nEpoch 0: |          | 6469/? [40:18<00:00,  2.67it/s]\nEpoch 0: |          | 6470/? [40:18<00:00,  2.67it/s]\nEpoch 0: |          | 6470/? [40:18<00:00,  2.67it/s]\nEpoch 0: |          | 6471/? [40:19<00:00,  2.67it/s]\nEpoch 0: |          | 6471/? [40:19<00:00,  2.67it/s]\nEpoch 0: |          | 6472/? [40:19<00:00,  2.68it/s]\nEpoch 0: |          | 6472/? [40:19<00:00,  2.68it/s]\nEpoch 0: |          | 6473/? [40:19<00:00,  2.68it/s]\nEpoch 0: |          | 6473/? [40:19<00:00,  2.68it/s]\nEpoch 0: |          | 6474/? [40:20<00:00,  2.68it/s]\nEpoch 0: |          | 6474/? [40:20<00:00,  2.68it/s]\nEpoch 0: |          | 6475/? [40:20<00:00,  2.68it/s]\nEpoch 0: |          | 6475/? [40:20<00:00,  2.68it/s]\nEpoch 0: |          | 6476/? [40:20<00:00,  2.68it/s]\nEpoch 0: |          | 6476/? [40:20<00:00,  2.68it/s]\nEpoch 0: |          | 6477/? [40:20<00:00,  2.68it/s]\nEpoch 0: |          | 6477/? [40:20<00:00,  2.68it/s]\nEpoch 0: |          | 6478/? [40:21<00:00,  2.68it/s]\nEpoch 0: |          | 6478/? [40:21<00:00,  2.68it/s]\nEpoch 0: |          | 6479/? [40:21<00:00,  2.68it/s]\nEpoch 0: |          | 6479/? [40:21<00:00,  2.68it/s]\nEpoch 0: |          | 6480/? [40:21<00:00,  2.68it/s]\nEpoch 0: |          | 6480/? [40:21<00:00,  2.68it/s]\nEpoch 0: |          | 6481/? [40:22<00:00,  2.68it/s]\nEpoch 0: |          | 6481/? [40:22<00:00,  2.68it/s]\nEpoch 0: |          | 6482/? [40:22<00:00,  2.68it/s]\nEpoch 0: |          | 6482/? [40:22<00:00,  2.68it/s]\nEpoch 0: |          | 6483/? [40:22<00:00,  2.68it/s]\nEpoch 0: |          | 6483/? [40:22<00:00,  2.68it/s]\nEpoch 0: |          | 6484/? [40:22<00:00,  2.68it/s]\nEpoch 0: |          | 6484/? [40:22<00:00,  2.68it/s]\nEpoch 0: |          | 6485/? [40:23<00:00,  2.68it/s]\nEpoch 0: |          | 6485/? [40:23<00:00,  2.68it/s]\nEpoch 0: |          | 6486/? [40:23<00:00,  2.68it/s]\nEpoch 0: |          | 6486/? [40:23<00:00,  2.68it/s]\nEpoch 0: |          | 6487/? [40:23<00:00,  2.68it/s]\nEpoch 0: |          | 6487/? [40:23<00:00,  2.68it/s]\nEpoch 0: |          | 6488/? [40:24<00:00,  2.68it/s]\nEpoch 0: |          | 6488/? [40:24<00:00,  2.68it/s]\nEpoch 0: |          | 6489/? [40:24<00:00,  2.68it/s]\nEpoch 0: |          | 6489/? [40:24<00:00,  2.68it/s]\nEpoch 0: |          | 6490/? [40:24<00:00,  2.68it/s]\nEpoch 0: |          | 6490/? [40:24<00:00,  2.68it/s]\nEpoch 0: |          | 6491/? [40:24<00:00,  2.68it/s]\nEpoch 0: |          | 6491/? [40:24<00:00,  2.68it/s]\nEpoch 0: |          | 6492/? [40:25<00:00,  2.68it/s]\nEpoch 0: |          | 6492/? [40:25<00:00,  2.68it/s]\nEpoch 0: |          | 6493/? [40:25<00:00,  2.68it/s]\nEpoch 0: |          | 6493/? [40:25<00:00,  2.68it/s]\nEpoch 0: |          | 6494/? [40:25<00:00,  2.68it/s]\nEpoch 0: |          | 6494/? [40:25<00:00,  2.68it/s]\nEpoch 0: |          | 6495/? [40:26<00:00,  2.68it/s]\nEpoch 0: |          | 6495/? [40:26<00:00,  2.68it/s]\nEpoch 0: |          | 6496/? [40:26<00:00,  2.68it/s]\nEpoch 0: |          | 6496/? [40:26<00:00,  2.68it/s]\nEpoch 0: |          | 6497/? [40:26<00:00,  2.68it/s]\nEpoch 0: |          | 6497/? [40:26<00:00,  2.68it/s]\nEpoch 0: |          | 6498/? [40:26<00:00,  2.68it/s]\nEpoch 0: |          | 6498/? [40:26<00:00,  2.68it/s]\nEpoch 0: |          | 6499/? [40:27<00:00,  2.68it/s]\nEpoch 0: |          | 6499/? [40:27<00:00,  2.68it/s]\nEpoch 0: |          | 6500/? [40:27<00:00,  2.68it/s]\nEpoch 0: |          | 6500/? [40:27<00:00,  2.68it/s]\nEpoch 0: |          | 6501/? [40:27<00:00,  2.68it/s]\nEpoch 0: |          | 6501/? [40:27<00:00,  2.68it/s]\nEpoch 0: |          | 6502/? [40:28<00:00,  2.68it/s]\nEpoch 0: |          | 6502/? [40:28<00:00,  2.68it/s]\nEpoch 0: |          | 6503/? [40:28<00:00,  2.68it/s]\nEpoch 0: |          | 6503/? [40:28<00:00,  2.68it/s]\nEpoch 0: |          | 6504/? [40:28<00:00,  2.68it/s]\nEpoch 0: |          | 6504/? [40:28<00:00,  2.68it/s]\nEpoch 0: |          | 6505/? [40:28<00:00,  2.68it/s]\nEpoch 0: |          | 6505/? [40:28<00:00,  2.68it/s]\nEpoch 0: |          | 6506/? [40:29<00:00,  2.68it/s]\nEpoch 0: |          | 6506/? [40:29<00:00,  2.68it/s]\nEpoch 0: |          | 6507/? [40:29<00:00,  2.68it/s]\nEpoch 0: |          | 6507/? [40:29<00:00,  2.68it/s]\nEpoch 0: |          | 6508/? [40:29<00:00,  2.68it/s]\nEpoch 0: |          | 6508/? [40:29<00:00,  2.68it/s]\nEpoch 0: |          | 6509/? [40:30<00:00,  2.68it/s]\nEpoch 0: |          | 6509/? [40:30<00:00,  2.68it/s]\nEpoch 0: |          | 6510/? [40:30<00:00,  2.68it/s]\nEpoch 0: |          | 6510/? [40:30<00:00,  2.68it/s]\nEpoch 0: |          | 6511/? [40:30<00:00,  2.68it/s]\nEpoch 0: |          | 6511/? [40:30<00:00,  2.68it/s]\nEpoch 0: |          | 6512/? [40:30<00:00,  2.68it/s]\nEpoch 0: |          | 6512/? [40:30<00:00,  2.68it/s]\nEpoch 0: |          | 6513/? [40:31<00:00,  2.68it/s]\nEpoch 0: |          | 6513/? [40:31<00:00,  2.68it/s]\nEpoch 0: |          | 6514/? [40:31<00:00,  2.68it/s]\nEpoch 0: |          | 6514/? [40:31<00:00,  2.68it/s]\nEpoch 0: |          | 6515/? [40:31<00:00,  2.68it/s]\nEpoch 0: |          | 6515/? [40:31<00:00,  2.68it/s]\nEpoch 0: |          | 6516/? [40:32<00:00,  2.68it/s]\nEpoch 0: |          | 6516/? [40:32<00:00,  2.68it/s]\nEpoch 0: |          | 6517/? [40:32<00:00,  2.68it/s]\nEpoch 0: |          | 6517/? [40:32<00:00,  2.68it/s]\nEpoch 0: |          | 6518/? [40:32<00:00,  2.68it/s]\nEpoch 0: |          | 6518/? [40:32<00:00,  2.68it/s]\nEpoch 0: |          | 6519/? [40:33<00:00,  2.68it/s]\nEpoch 0: |          | 6519/? [40:33<00:00,  2.68it/s]\nEpoch 0: |          | 6520/? [40:33<00:00,  2.68it/s]\nEpoch 0: |          | 6520/? [40:33<00:00,  2.68it/s]\nEpoch 0: |          | 6521/? [40:33<00:00,  2.68it/s]\nEpoch 0: |          | 6521/? [40:33<00:00,  2.68it/s]\nEpoch 0: |          | 6522/? [40:33<00:00,  2.68it/s]\nEpoch 0: |          | 6522/? [40:33<00:00,  2.68it/s]\nEpoch 0: |          | 6523/? [40:34<00:00,  2.68it/s]\nEpoch 0: |          | 6523/? [40:34<00:00,  2.68it/s]\nEpoch 0: |          | 6524/? [40:34<00:00,  2.68it/s]\nEpoch 0: |          | 6524/? [40:34<00:00,  2.68it/s]\nEpoch 0: |          | 6525/? [40:34<00:00,  2.68it/s]\nEpoch 0: |          | 6525/? [40:34<00:00,  2.68it/s]\nEpoch 0: |          | 6526/? [40:35<00:00,  2.68it/s]\nEpoch 0: |          | 6526/? [40:35<00:00,  2.68it/s]\nEpoch 0: |          | 6527/? [40:35<00:00,  2.68it/s]\nEpoch 0: |          | 6527/? [40:35<00:00,  2.68it/s]\nEpoch 0: |          | 6528/? [40:35<00:00,  2.68it/s]\nEpoch 0: |          | 6528/? [40:35<00:00,  2.68it/s]\nEpoch 0: |          | 6529/? [40:35<00:00,  2.68it/s]\nEpoch 0: |          | 6529/? [40:35<00:00,  2.68it/s]\nEpoch 0: |          | 6530/? [40:36<00:00,  2.68it/s]\nEpoch 0: |          | 6530/? [40:36<00:00,  2.68it/s]\nEpoch 0: |          | 6531/? [40:36<00:00,  2.68it/s]\nEpoch 0: |          | 6531/? [40:36<00:00,  2.68it/s]\nEpoch 0: |          | 6532/? [40:36<00:00,  2.68it/s]\nEpoch 0: |          | 6532/? [40:36<00:00,  2.68it/s]\nEpoch 0: |          | 6533/? [40:37<00:00,  2.68it/s]\nEpoch 0: |          | 6533/? [40:37<00:00,  2.68it/s]\nEpoch 0: |          | 6534/? [40:37<00:00,  2.68it/s]\nEpoch 0: |          | 6534/? [40:37<00:00,  2.68it/s]\nEpoch 0: |          | 6535/? [40:37<00:00,  2.68it/s]\nEpoch 0: |          | 6535/? [40:37<00:00,  2.68it/s]\nEpoch 0: |          | 6536/? [40:37<00:00,  2.68it/s]\nEpoch 0: |          | 6536/? [40:37<00:00,  2.68it/s]\nEpoch 0: |          | 6537/? [40:38<00:00,  2.68it/s]\nEpoch 0: |          | 6537/? [40:38<00:00,  2.68it/s]\nEpoch 0: |          | 6538/? [40:38<00:00,  2.68it/s]\nEpoch 0: |          | 6538/? [40:38<00:00,  2.68it/s]\nEpoch 0: |          | 6539/? [40:38<00:00,  2.68it/s]\nEpoch 0: |          | 6539/? [40:38<00:00,  2.68it/s]\nEpoch 0: |          | 6540/? [40:39<00:00,  2.68it/s]\nEpoch 0: |          | 6540/? [40:39<00:00,  2.68it/s]\nEpoch 0: |          | 6541/? [40:39<00:00,  2.68it/s]\nEpoch 0: |          | 6541/? [40:39<00:00,  2.68it/s]\nEpoch 0: |          | 6542/? [40:39<00:00,  2.68it/s]\nEpoch 0: |          | 6542/? [40:39<00:00,  2.68it/s]\nEpoch 0: |          | 6543/? [40:39<00:00,  2.68it/s]\nEpoch 0: |          | 6543/? [40:39<00:00,  2.68it/s]\nEpoch 0: |          | 6544/? [40:40<00:00,  2.68it/s]\nEpoch 0: |          | 6544/? [40:40<00:00,  2.68it/s]\nEpoch 0: |          | 6545/? [40:40<00:00,  2.68it/s]\nEpoch 0: |          | 6545/? [40:40<00:00,  2.68it/s]\nEpoch 0: |          | 6546/? [40:40<00:00,  2.68it/s]\nEpoch 0: |          | 6546/? [40:40<00:00,  2.68it/s]\nEpoch 0: |          | 6547/? [40:41<00:00,  2.68it/s]\nEpoch 0: |          | 6547/? [40:41<00:00,  2.68it/s]\nEpoch 0: |          | 6548/? [40:41<00:00,  2.68it/s]\nEpoch 0: |          | 6548/? [40:41<00:00,  2.68it/s]\nEpoch 0: |          | 6549/? [40:41<00:00,  2.68it/s]\nEpoch 0: |          | 6549/? [40:41<00:00,  2.68it/s]\nEpoch 0: |          | 6550/? [40:41<00:00,  2.68it/s]\nEpoch 0: |          | 6550/? [40:41<00:00,  2.68it/s]\nEpoch 0: |          | 6551/? [40:42<00:00,  2.68it/s]\nEpoch 0: |          | 6551/? [40:42<00:00,  2.68it/s]\nEpoch 0: |          | 6552/? [40:42<00:00,  2.68it/s]\nEpoch 0: |          | 6552/? [40:42<00:00,  2.68it/s]\nEpoch 0: |          | 6553/? [40:42<00:00,  2.68it/s]\nEpoch 0: |          | 6553/? [40:42<00:00,  2.68it/s]\nEpoch 0: |          | 6554/? [40:43<00:00,  2.68it/s]\nEpoch 0: |          | 6554/? [40:43<00:00,  2.68it/s]\nEpoch 0: |          | 6555/? [40:43<00:00,  2.68it/s]\nEpoch 0: |          | 6555/? [40:43<00:00,  2.68it/s]\nEpoch 0: |          | 6556/? [40:43<00:00,  2.68it/s]\nEpoch 0: |          | 6556/? [40:43<00:00,  2.68it/s]\nEpoch 0: |          | 6557/? [40:43<00:00,  2.68it/s]\nEpoch 0: |          | 6557/? [40:43<00:00,  2.68it/s]\nEpoch 0: |          | 6558/? [40:44<00:00,  2.68it/s]\nEpoch 0: |          | 6558/? [40:44<00:00,  2.68it/s]\nEpoch 0: |          | 6559/? [40:44<00:00,  2.68it/s]\nEpoch 0: |          | 6559/? [40:44<00:00,  2.68it/s]\nEpoch 0: |          | 6560/? [40:44<00:00,  2.68it/s]\nEpoch 0: |          | 6560/? [40:44<00:00,  2.68it/s]\nEpoch 0: |          | 6561/? [40:45<00:00,  2.68it/s]\nEpoch 0: |          | 6561/? [40:45<00:00,  2.68it/s]\nEpoch 0: |          | 6562/? [40:45<00:00,  2.68it/s]\nEpoch 0: |          | 6562/? [40:45<00:00,  2.68it/s]\nEpoch 0: |          | 6563/? [40:45<00:00,  2.68it/s]\nEpoch 0: |          | 6563/? [40:45<00:00,  2.68it/s]\nEpoch 0: |          | 6564/? [40:46<00:00,  2.68it/s]\nEpoch 0: |          | 6564/? [40:46<00:00,  2.68it/s]\nEpoch 0: |          | 6565/? [40:46<00:00,  2.68it/s]\nEpoch 0: |          | 6565/? [40:46<00:00,  2.68it/s]\nEpoch 0: |          | 6566/? [40:46<00:00,  2.68it/s]\nEpoch 0: |          | 6566/? [40:46<00:00,  2.68it/s]\nEpoch 0: |          | 6567/? [40:46<00:00,  2.68it/s]\nEpoch 0: |          | 6567/? [40:46<00:00,  2.68it/s]\nEpoch 0: |          | 6568/? [40:47<00:00,  2.68it/s]\nEpoch 0: |          | 6568/? [40:47<00:00,  2.68it/s]\nEpoch 0: |          | 6569/? [40:47<00:00,  2.68it/s]\nEpoch 0: |          | 6569/? [40:47<00:00,  2.68it/s]\nEpoch 0: |          | 6570/? [40:47<00:00,  2.68it/s]\nEpoch 0: |          | 6570/? [40:47<00:00,  2.68it/s]\nEpoch 0: |          | 6571/? [40:48<00:00,  2.68it/s]\nEpoch 0: |          | 6571/? [40:48<00:00,  2.68it/s]\nEpoch 0: |          | 6572/? [40:48<00:00,  2.68it/s]\nEpoch 0: |          | 6572/? [40:48<00:00,  2.68it/s]\nEpoch 0: |          | 6573/? [40:48<00:00,  2.68it/s]\nEpoch 0: |          | 6573/? [40:48<00:00,  2.68it/s]\nEpoch 0: |          | 6574/? [40:48<00:00,  2.68it/s]\nEpoch 0: |          | 6574/? [40:48<00:00,  2.68it/s]\nEpoch 0: |          | 6575/? [40:49<00:00,  2.68it/s]\nEpoch 0: |          | 6575/? [40:49<00:00,  2.68it/s]\nEpoch 0: |          | 6576/? [40:49<00:00,  2.68it/s]\nEpoch 0: |          | 6576/? [40:49<00:00,  2.68it/s]\nEpoch 0: |          | 6577/? [40:49<00:00,  2.68it/s]\nEpoch 0: |          | 6577/? [40:49<00:00,  2.68it/s]\nEpoch 0: |          | 6578/? [40:50<00:00,  2.68it/s]\nEpoch 0: |          | 6578/? [40:50<00:00,  2.68it/s]\nEpoch 0: |          | 6579/? [40:50<00:00,  2.68it/s]\nEpoch 0: |          | 6579/? [40:50<00:00,  2.68it/s]\nEpoch 0: |          | 6580/? [40:50<00:00,  2.68it/s]\nEpoch 0: |          | 6580/? [40:50<00:00,  2.68it/s]\nEpoch 0: |          | 6581/? [40:50<00:00,  2.69it/s]\nEpoch 0: |          | 6581/? [40:50<00:00,  2.69it/s]\nEpoch 0: |          | 6582/? [40:51<00:00,  2.69it/s]\nEpoch 0: |          | 6582/? [40:51<00:00,  2.69it/s]\nEpoch 0: |          | 6583/? [40:51<00:00,  2.69it/s]\nEpoch 0: |          | 6583/? [40:51<00:00,  2.69it/s]\nEpoch 0: |          | 6584/? [40:51<00:00,  2.69it/s]\nEpoch 0: |          | 6584/? [40:51<00:00,  2.69it/s]\nEpoch 0: |          | 6585/? [40:52<00:00,  2.69it/s]\nEpoch 0: |          | 6585/? [40:52<00:00,  2.69it/s]\nEpoch 0: |          | 6586/? [40:52<00:00,  2.69it/s]\nEpoch 0: |          | 6586/? [40:52<00:00,  2.69it/s]\nEpoch 0: |          | 6587/? [40:52<00:00,  2.69it/s]\nEpoch 0: |          | 6587/? [40:52<00:00,  2.69it/s]\nEpoch 0: |          | 6588/? [40:53<00:00,  2.69it/s]\nEpoch 0: |          | 6588/? [40:53<00:00,  2.69it/s]\nEpoch 0: |          | 6589/? [40:53<00:00,  2.69it/s]\nEpoch 0: |          | 6589/? [40:53<00:00,  2.69it/s]\nEpoch 0: |          | 6590/? [40:53<00:00,  2.69it/s]\nEpoch 0: |          | 6590/? [40:53<00:00,  2.69it/s]\nEpoch 0: |          | 6591/? [40:53<00:00,  2.69it/s]\nEpoch 0: |          | 6591/? [40:53<00:00,  2.69it/s]\nEpoch 0: |          | 6592/? [40:54<00:00,  2.69it/s]\nEpoch 0: |          | 6592/? [40:54<00:00,  2.69it/s]\nEpoch 0: |          | 6593/? [40:54<00:00,  2.69it/s]\nEpoch 0: |          | 6593/? [40:54<00:00,  2.69it/s]\nEpoch 0: |          | 6594/? [40:54<00:00,  2.69it/s]\nEpoch 0: |          | 6594/? [40:54<00:00,  2.69it/s]\nEpoch 0: |          | 6595/? [40:55<00:00,  2.69it/s]\nEpoch 0: |          | 6595/? [40:55<00:00,  2.69it/s]\nEpoch 0: |          | 6596/? [40:55<00:00,  2.69it/s]\nEpoch 0: |          | 6596/? [40:55<00:00,  2.69it/s]\nEpoch 0: |          | 6597/? [40:55<00:00,  2.69it/s]\nEpoch 0: |          | 6597/? [40:55<00:00,  2.69it/s]\nEpoch 0: |          | 6598/? [40:55<00:00,  2.69it/s]\nEpoch 0: |          | 6598/? [40:55<00:00,  2.69it/s]\nEpoch 0: |          | 6599/? [40:56<00:00,  2.69it/s]\nEpoch 0: |          | 6599/? [40:56<00:00,  2.69it/s]\nEpoch 0: |          | 6600/? [40:56<00:00,  2.69it/s]\nEpoch 0: |          | 6600/? [40:56<00:00,  2.69it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.28it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.85it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.76it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.60it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 6600/? [40:56<00:00,  2.69it/s]\nEpoch 0: |          | 6601/? [40:57<00:00,  2.69it/s]\nEpoch 0: |          | 6601/? [40:57<00:00,  2.69it/s]\nEpoch 0: |          | 6602/? [40:57<00:00,  2.69it/s]\nEpoch 0: |          | 6602/? [40:57<00:00,  2.69it/s]\nEpoch 0: |          | 6603/? [40:57<00:00,  2.69it/s]\nEpoch 0: |          | 6603/? [40:57<00:00,  2.69it/s]\nEpoch 0: |          | 6604/? [40:57<00:00,  2.69it/s]\nEpoch 0: |          | 6604/? [40:57<00:00,  2.69it/s]\nEpoch 0: |          | 6605/? [40:58<00:00,  2.69it/s]\nEpoch 0: |          | 6605/? [40:58<00:00,  2.69it/s]\nEpoch 0: |          | 6606/? [40:58<00:00,  2.69it/s]\nEpoch 0: |          | 6606/? [40:58<00:00,  2.69it/s]\nEpoch 0: |          | 6607/? [40:58<00:00,  2.69it/s]\nEpoch 0: |          | 6607/? [40:58<00:00,  2.69it/s]\nEpoch 0: |          | 6608/? [40:59<00:00,  2.69it/s]\nEpoch 0: |          | 6608/? [40:59<00:00,  2.69it/s]\nEpoch 0: |          | 6609/? [40:59<00:00,  2.69it/s]\nEpoch 0: |          | 6609/? [40:59<00:00,  2.69it/s]\nEpoch 0: |          | 6610/? [40:59<00:00,  2.69it/s]\nEpoch 0: |          | 6610/? [40:59<00:00,  2.69it/s]\nEpoch 0: |          | 6611/? [41:00<00:00,  2.69it/s]\nEpoch 0: |          | 6611/? [41:00<00:00,  2.69it/s]\nEpoch 0: |          | 6612/? [41:00<00:00,  2.69it/s]\nEpoch 0: |          | 6612/? [41:00<00:00,  2.69it/s]\nEpoch 0: |          | 6613/? [41:00<00:00,  2.69it/s]\nEpoch 0: |          | 6613/? [41:00<00:00,  2.69it/s]\nEpoch 0: |          | 6614/? [41:00<00:00,  2.69it/s]\nEpoch 0: |          | 6614/? [41:00<00:00,  2.69it/s]\nEpoch 0: |          | 6615/? [41:01<00:00,  2.69it/s]\nEpoch 0: |          | 6615/? [41:01<00:00,  2.69it/s]\nEpoch 0: |          | 6616/? [41:01<00:00,  2.69it/s]\nEpoch 0: |          | 6616/? [41:01<00:00,  2.69it/s]\nEpoch 0: |          | 6617/? [41:01<00:00,  2.69it/s]\nEpoch 0: |          | 6617/? [41:01<00:00,  2.69it/s]\nEpoch 0: |          | 6618/? [41:02<00:00,  2.69it/s]\nEpoch 0: |          | 6618/? [41:02<00:00,  2.69it/s]\nEpoch 0: |          | 6619/? [41:02<00:00,  2.69it/s]\nEpoch 0: |          | 6619/? [41:02<00:00,  2.69it/s]\nEpoch 0: |          | 6620/? [41:02<00:00,  2.69it/s]\nEpoch 0: |          | 6620/? [41:02<00:00,  2.69it/s]\nEpoch 0: |          | 6621/? [41:02<00:00,  2.69it/s]\nEpoch 0: |          | 6621/? [41:02<00:00,  2.69it/s]\nEpoch 0: |          | 6622/? [41:03<00:00,  2.69it/s]\nEpoch 0: |          | 6622/? [41:03<00:00,  2.69it/s]\nEpoch 0: |          | 6623/? [41:03<00:00,  2.69it/s]\nEpoch 0: |          | 6623/? [41:03<00:00,  2.69it/s]\nEpoch 0: |          | 6624/? [41:03<00:00,  2.69it/s]\nEpoch 0: |          | 6624/? [41:03<00:00,  2.69it/s]\nEpoch 0: |          | 6625/? [41:04<00:00,  2.69it/s]\nEpoch 0: |          | 6625/? [41:04<00:00,  2.69it/s]\nEpoch 0: |          | 6626/? [41:04<00:00,  2.69it/s]\nEpoch 0: |          | 6626/? [41:04<00:00,  2.69it/s]\nEpoch 0: |          | 6627/? [41:04<00:00,  2.69it/s]\nEpoch 0: |          | 6627/? [41:04<00:00,  2.69it/s]\nEpoch 0: |          | 6628/? [41:04<00:00,  2.69it/s]\nEpoch 0: |          | 6628/? [41:04<00:00,  2.69it/s]\nEpoch 0: |          | 6629/? [41:05<00:00,  2.69it/s]\nEpoch 0: |          | 6629/? [41:05<00:00,  2.69it/s]\nEpoch 0: |          | 6630/? [41:05<00:00,  2.69it/s]\nEpoch 0: |          | 6630/? [41:05<00:00,  2.69it/s]\nEpoch 0: |          | 6631/? [41:05<00:00,  2.69it/s]\nEpoch 0: |          | 6631/? [41:05<00:00,  2.69it/s]\nEpoch 0: |          | 6632/? [41:06<00:00,  2.69it/s]\nEpoch 0: |          | 6632/? [41:06<00:00,  2.69it/s]\nEpoch 0: |          | 6633/? [41:06<00:00,  2.69it/s]\nEpoch 0: |          | 6633/? [41:06<00:00,  2.69it/s]\nEpoch 0: |          | 6634/? [41:06<00:00,  2.69it/s]\nEpoch 0: |          | 6634/? [41:06<00:00,  2.69it/s]\nEpoch 0: |          | 6635/? [41:06<00:00,  2.69it/s]\nEpoch 0: |          | 6635/? [41:06<00:00,  2.69it/s]\nEpoch 0: |          | 6636/? [41:07<00:00,  2.69it/s]\nEpoch 0: |          | 6636/? [41:07<00:00,  2.69it/s]\nEpoch 0: |          | 6637/? [41:07<00:00,  2.69it/s]\nEpoch 0: |          | 6637/? [41:07<00:00,  2.69it/s]\nEpoch 0: |          | 6638/? [41:07<00:00,  2.69it/s]\nEpoch 0: |          | 6638/? [41:07<00:00,  2.69it/s]\nEpoch 0: |          | 6639/? [41:08<00:00,  2.69it/s]\nEpoch 0: |          | 6639/? [41:08<00:00,  2.69it/s]\nEpoch 0: |          | 6640/? [41:08<00:00,  2.69it/s]\nEpoch 0: |          | 6640/? [41:08<00:00,  2.69it/s]\nEpoch 0: |          | 6641/? [41:08<00:00,  2.69it/s]\nEpoch 0: |          | 6641/? [41:08<00:00,  2.69it/s]\nEpoch 0: |          | 6642/? [41:09<00:00,  2.69it/s]\nEpoch 0: |          | 6642/? [41:09<00:00,  2.69it/s]\nEpoch 0: |          | 6643/? [41:09<00:00,  2.69it/s]\nEpoch 0: |          | 6643/? [41:09<00:00,  2.69it/s]\nEpoch 0: |          | 6644/? [41:09<00:00,  2.69it/s]\nEpoch 0: |          | 6644/? [41:09<00:00,  2.69it/s]\nEpoch 0: |          | 6645/? [41:09<00:00,  2.69it/s]\nEpoch 0: |          | 6645/? [41:09<00:00,  2.69it/s]\nEpoch 0: |          | 6646/? [41:10<00:00,  2.69it/s]\nEpoch 0: |          | 6646/? [41:10<00:00,  2.69it/s]\nEpoch 0: |          | 6647/? [41:10<00:00,  2.69it/s]\nEpoch 0: |          | 6647/? [41:10<00:00,  2.69it/s]\nEpoch 0: |          | 6648/? [41:10<00:00,  2.69it/s]\nEpoch 0: |          | 6648/? [41:10<00:00,  2.69it/s]\nEpoch 0: |          | 6649/? [41:11<00:00,  2.69it/s]\nEpoch 0: |          | 6649/? [41:11<00:00,  2.69it/s]\nEpoch 0: |          | 6650/? [41:11<00:00,  2.69it/s]\nEpoch 0: |          | 6650/? [41:11<00:00,  2.69it/s]\nEpoch 0: |          | 6651/? [41:11<00:00,  2.69it/s]\nEpoch 0: |          | 6651/? [41:11<00:00,  2.69it/s]\nEpoch 0: |          | 6652/? [41:11<00:00,  2.69it/s]\nEpoch 0: |          | 6652/? [41:11<00:00,  2.69it/s]\nEpoch 0: |          | 6653/? [41:12<00:00,  2.69it/s]\nEpoch 0: |          | 6653/? [41:12<00:00,  2.69it/s]\nEpoch 0: |          | 6654/? [41:12<00:00,  2.69it/s]\nEpoch 0: |          | 6654/? [41:12<00:00,  2.69it/s]\nEpoch 0: |          | 6655/? [41:12<00:00,  2.69it/s]\nEpoch 0: |          | 6655/? [41:12<00:00,  2.69it/s]\nEpoch 0: |          | 6656/? [41:13<00:00,  2.69it/s]\nEpoch 0: |          | 6656/? [41:13<00:00,  2.69it/s]\nEpoch 0: |          | 6657/? [41:13<00:00,  2.69it/s]\nEpoch 0: |          | 6657/? [41:13<00:00,  2.69it/s]\nEpoch 0: |          | 6658/? [41:13<00:00,  2.69it/s]\nEpoch 0: |          | 6658/? [41:13<00:00,  2.69it/s]\nEpoch 0: |          | 6659/? [41:13<00:00,  2.69it/s]\nEpoch 0: |          | 6659/? [41:13<00:00,  2.69it/s]\nEpoch 0: |          | 6660/? [41:14<00:00,  2.69it/s]\nEpoch 0: |          | 6660/? [41:14<00:00,  2.69it/s]\nEpoch 0: |          | 6661/? [41:14<00:00,  2.69it/s]\nEpoch 0: |          | 6661/? [41:14<00:00,  2.69it/s]\nEpoch 0: |          | 6662/? [41:14<00:00,  2.69it/s]\nEpoch 0: |          | 6662/? [41:14<00:00,  2.69it/s]\nEpoch 0: |          | 6663/? [41:15<00:00,  2.69it/s]\nEpoch 0: |          | 6663/? [41:15<00:00,  2.69it/s]\nEpoch 0: |          | 6664/? [41:15<00:00,  2.69it/s]\nEpoch 0: |          | 6664/? [41:15<00:00,  2.69it/s]\nEpoch 0: |          | 6665/? [41:15<00:00,  2.69it/s]\nEpoch 0: |          | 6665/? [41:15<00:00,  2.69it/s]\nEpoch 0: |          | 6666/? [41:15<00:00,  2.69it/s]\nEpoch 0: |          | 6666/? [41:15<00:00,  2.69it/s]\nEpoch 0: |          | 6667/? [41:16<00:00,  2.69it/s]\nEpoch 0: |          | 6667/? [41:16<00:00,  2.69it/s]\nEpoch 0: |          | 6668/? [41:16<00:00,  2.69it/s]\nEpoch 0: |          | 6668/? [41:16<00:00,  2.69it/s]\nEpoch 0: |          | 6669/? [41:16<00:00,  2.69it/s]\nEpoch 0: |          | 6669/? [41:16<00:00,  2.69it/s]\nEpoch 0: |          | 6670/? [41:17<00:00,  2.69it/s]\nEpoch 0: |          | 6670/? [41:17<00:00,  2.69it/s]\nEpoch 0: |          | 6671/? [41:17<00:00,  2.69it/s]\nEpoch 0: |          | 6671/? [41:17<00:00,  2.69it/s]\nEpoch 0: |          | 6672/? [41:17<00:00,  2.69it/s]\nEpoch 0: |          | 6672/? [41:17<00:00,  2.69it/s]\nEpoch 0: |          | 6673/? [41:17<00:00,  2.69it/s]\nEpoch 0: |          | 6673/? [41:17<00:00,  2.69it/s]\nEpoch 0: |          | 6674/? [41:18<00:00,  2.69it/s]\nEpoch 0: |          | 6674/? [41:18<00:00,  2.69it/s]\nEpoch 0: |          | 6675/? [41:18<00:00,  2.69it/s]\nEpoch 0: |          | 6675/? [41:18<00:00,  2.69it/s]\nEpoch 0: |          | 6676/? [41:18<00:00,  2.69it/s]\nEpoch 0: |          | 6676/? [41:18<00:00,  2.69it/s]\nEpoch 0: |          | 6677/? [41:19<00:00,  2.69it/s]\nEpoch 0: |          | 6677/? [41:19<00:00,  2.69it/s]\nEpoch 0: |          | 6678/? [41:19<00:00,  2.69it/s]\nEpoch 0: |          | 6678/? [41:19<00:00,  2.69it/s]\nEpoch 0: |          | 6679/? [41:19<00:00,  2.69it/s]\nEpoch 0: |          | 6679/? [41:19<00:00,  2.69it/s]\nEpoch 0: |          | 6680/? [41:19<00:00,  2.69it/s]\nEpoch 0: |          | 6680/? [41:19<00:00,  2.69it/s]\nEpoch 0: |          | 6681/? [41:20<00:00,  2.69it/s]\nEpoch 0: |          | 6681/? [41:20<00:00,  2.69it/s]\nEpoch 0: |          | 6682/? [41:20<00:00,  2.69it/s]\nEpoch 0: |          | 6682/? [41:20<00:00,  2.69it/s]\nEpoch 0: |          | 6683/? [41:20<00:00,  2.69it/s]\nEpoch 0: |          | 6683/? [41:20<00:00,  2.69it/s]\nEpoch 0: |          | 6684/? [41:21<00:00,  2.69it/s]\nEpoch 0: |          | 6684/? [41:21<00:00,  2.69it/s]\nEpoch 0: |          | 6685/? [41:21<00:00,  2.69it/s]\nEpoch 0: |          | 6685/? [41:21<00:00,  2.69it/s]\nEpoch 0: |          | 6686/? [41:21<00:00,  2.69it/s]\nEpoch 0: |          | 6686/? [41:21<00:00,  2.69it/s]\nEpoch 0: |          | 6687/? [41:22<00:00,  2.69it/s]\nEpoch 0: |          | 6687/? [41:22<00:00,  2.69it/s]\nEpoch 0: |          | 6688/? [41:22<00:00,  2.69it/s]\nEpoch 0: |          | 6688/? [41:22<00:00,  2.69it/s]\nEpoch 0: |          | 6689/? [41:22<00:00,  2.69it/s]\nEpoch 0: |          | 6689/? [41:22<00:00,  2.69it/s]\nEpoch 0: |          | 6690/? [41:22<00:00,  2.69it/s]\nEpoch 0: |          | 6690/? [41:22<00:00,  2.69it/s]\nEpoch 0: |          | 6691/? [41:23<00:00,  2.69it/s]\nEpoch 0: |          | 6691/? [41:23<00:00,  2.69it/s]\nEpoch 0: |          | 6692/? [41:23<00:00,  2.69it/s]\nEpoch 0: |          | 6692/? [41:23<00:00,  2.69it/s]\nEpoch 0: |          | 6693/? [41:23<00:00,  2.69it/s]\nEpoch 0: |          | 6693/? [41:23<00:00,  2.69it/s]\nEpoch 0: |          | 6694/? [41:24<00:00,  2.69it/s]\nEpoch 0: |          | 6694/? [41:24<00:00,  2.69it/s]\nEpoch 0: |          | 6695/? [41:24<00:00,  2.69it/s]\nEpoch 0: |          | 6695/? [41:24<00:00,  2.69it/s]\nEpoch 0: |          | 6696/? [41:24<00:00,  2.69it/s]\nEpoch 0: |          | 6696/? [41:24<00:00,  2.69it/s]\nEpoch 0: |          | 6697/? [41:24<00:00,  2.70it/s]\nEpoch 0: |          | 6697/? [41:24<00:00,  2.70it/s]\nEpoch 0: |          | 6698/? [41:25<00:00,  2.70it/s]\nEpoch 0: |          | 6698/? [41:25<00:00,  2.70it/s]\nEpoch 0: |          | 6699/? [41:25<00:00,  2.70it/s]\nEpoch 0: |          | 6699/? [41:25<00:00,  2.70it/s]\nEpoch 0: |          | 6700/? [41:25<00:00,  2.70it/s]\nEpoch 0: |          | 6700/? [41:25<00:00,  2.70it/s]\nEpoch 0: |          | 6701/? [41:26<00:00,  2.70it/s]\nEpoch 0: |          | 6701/? [41:26<00:00,  2.70it/s]\nEpoch 0: |          | 6702/? [41:26<00:00,  2.70it/s]\nEpoch 0: |          | 6702/? [41:26<00:00,  2.70it/s]\nEpoch 0: |          | 6703/? [41:26<00:00,  2.70it/s]\nEpoch 0: |          | 6703/? [41:26<00:00,  2.70it/s]\nEpoch 0: |          | 6704/? [41:26<00:00,  2.70it/s]\nEpoch 0: |          | 6704/? [41:26<00:00,  2.70it/s]\nEpoch 0: |          | 6705/? [41:27<00:00,  2.70it/s]\nEpoch 0: |          | 6705/? [41:27<00:00,  2.70it/s]\nEpoch 0: |          | 6706/? [41:27<00:00,  2.70it/s]\nEpoch 0: |          | 6706/? [41:27<00:00,  2.70it/s]\nEpoch 0: |          | 6707/? [41:27<00:00,  2.70it/s]\nEpoch 0: |          | 6707/? [41:27<00:00,  2.70it/s]\nEpoch 0: |          | 6708/? [41:28<00:00,  2.70it/s]\nEpoch 0: |          | 6708/? [41:28<00:00,  2.70it/s]\nEpoch 0: |          | 6709/? [41:28<00:00,  2.70it/s]\nEpoch 0: |          | 6709/? [41:28<00:00,  2.70it/s]\nEpoch 0: |          | 6710/? [41:28<00:00,  2.70it/s]\nEpoch 0: |          | 6710/? [41:28<00:00,  2.70it/s]\nEpoch 0: |          | 6711/? [41:28<00:00,  2.70it/s]\nEpoch 0: |          | 6711/? [41:28<00:00,  2.70it/s]\nEpoch 0: |          | 6712/? [41:29<00:00,  2.70it/s]\nEpoch 0: |          | 6712/? [41:29<00:00,  2.70it/s]\nEpoch 0: |          | 6713/? [41:29<00:00,  2.70it/s]\nEpoch 0: |          | 6713/? [41:29<00:00,  2.70it/s]\nEpoch 0: |          | 6714/? [41:29<00:00,  2.70it/s]\nEpoch 0: |          | 6714/? [41:29<00:00,  2.70it/s]\nEpoch 0: |          | 6715/? [41:30<00:00,  2.70it/s]\nEpoch 0: |          | 6715/? [41:30<00:00,  2.70it/s]\nEpoch 0: |          | 6716/? [41:30<00:00,  2.70it/s]\nEpoch 0: |          | 6716/? [41:30<00:00,  2.70it/s]\nEpoch 0: |          | 6717/? [41:30<00:00,  2.70it/s]\nEpoch 0: |          | 6717/? [41:30<00:00,  2.70it/s]\nEpoch 0: |          | 6718/? [41:31<00:00,  2.70it/s]\nEpoch 0: |          | 6718/? [41:31<00:00,  2.70it/s]\nEpoch 0: |          | 6719/? [41:31<00:00,  2.70it/s]\nEpoch 0: |          | 6719/? [41:31<00:00,  2.70it/s]\nEpoch 0: |          | 6720/? [41:31<00:00,  2.70it/s]\nEpoch 0: |          | 6720/? [41:31<00:00,  2.70it/s]\nEpoch 0: |          | 6721/? [41:31<00:00,  2.70it/s]\nEpoch 0: |          | 6721/? [41:31<00:00,  2.70it/s]\nEpoch 0: |          | 6722/? [41:32<00:00,  2.70it/s]\nEpoch 0: |          | 6722/? [41:32<00:00,  2.70it/s]\nEpoch 0: |          | 6723/? [41:32<00:00,  2.70it/s]\nEpoch 0: |          | 6723/? [41:32<00:00,  2.70it/s]\nEpoch 0: |          | 6724/? [41:32<00:00,  2.70it/s]\nEpoch 0: |          | 6724/? [41:32<00:00,  2.70it/s]\nEpoch 0: |          | 6725/? [41:33<00:00,  2.70it/s]\nEpoch 0: |          | 6725/? [41:33<00:00,  2.70it/s]\nEpoch 0: |          | 6726/? [41:33<00:00,  2.70it/s]\nEpoch 0: |          | 6726/? [41:33<00:00,  2.70it/s]\nEpoch 0: |          | 6727/? [41:33<00:00,  2.70it/s]\nEpoch 0: |          | 6727/? [41:33<00:00,  2.70it/s]\nEpoch 0: |          | 6728/? [41:33<00:00,  2.70it/s]\nEpoch 0: |          | 6728/? [41:33<00:00,  2.70it/s]\nEpoch 0: |          | 6729/? [41:34<00:00,  2.70it/s]\nEpoch 0: |          | 6729/? [41:34<00:00,  2.70it/s]\nEpoch 0: |          | 6730/? [41:34<00:00,  2.70it/s]\nEpoch 0: |          | 6730/? [41:34<00:00,  2.70it/s]\nEpoch 0: |          | 6731/? [41:34<00:00,  2.70it/s]\nEpoch 0: |          | 6731/? [41:34<00:00,  2.70it/s]\nEpoch 0: |          | 6732/? [41:35<00:00,  2.70it/s]\nEpoch 0: |          | 6732/? [41:35<00:00,  2.70it/s]\nEpoch 0: |          | 6733/? [41:35<00:00,  2.70it/s]\nEpoch 0: |          | 6733/? [41:35<00:00,  2.70it/s]\nEpoch 0: |          | 6734/? [41:35<00:00,  2.70it/s]\nEpoch 0: |          | 6734/? [41:35<00:00,  2.70it/s]\nEpoch 0: |          | 6735/? [41:35<00:00,  2.70it/s]\nEpoch 0: |          | 6735/? [41:35<00:00,  2.70it/s]\nEpoch 0: |          | 6736/? [41:36<00:00,  2.70it/s]\nEpoch 0: |          | 6736/? [41:36<00:00,  2.70it/s]\nEpoch 0: |          | 6737/? [41:36<00:00,  2.70it/s]\nEpoch 0: |          | 6737/? [41:36<00:00,  2.70it/s]\nEpoch 0: |          | 6738/? [41:36<00:00,  2.70it/s]\nEpoch 0: |          | 6738/? [41:36<00:00,  2.70it/s]\nEpoch 0: |          | 6739/? [41:37<00:00,  2.70it/s]\nEpoch 0: |          | 6739/? [41:37<00:00,  2.70it/s]\nEpoch 0: |          | 6740/? [41:37<00:00,  2.70it/s]\nEpoch 0: |          | 6740/? [41:37<00:00,  2.70it/s]\nEpoch 0: |          | 6741/? [41:37<00:00,  2.70it/s]\nEpoch 0: |          | 6741/? [41:37<00:00,  2.70it/s]\nEpoch 0: |          | 6742/? [41:38<00:00,  2.70it/s]\nEpoch 0: |          | 6742/? [41:38<00:00,  2.70it/s]\nEpoch 0: |          | 6743/? [41:38<00:00,  2.70it/s]\nEpoch 0: |          | 6743/? [41:38<00:00,  2.70it/s]\nEpoch 0: |          | 6744/? [41:38<00:00,  2.70it/s]\nEpoch 0: |          | 6744/? [41:38<00:00,  2.70it/s]\nEpoch 0: |          | 6745/? [41:38<00:00,  2.70it/s]\nEpoch 0: |          | 6745/? [41:38<00:00,  2.70it/s]\nEpoch 0: |          | 6746/? [41:39<00:00,  2.70it/s]\nEpoch 0: |          | 6746/? [41:39<00:00,  2.70it/s]\nEpoch 0: |          | 6747/? [41:39<00:00,  2.70it/s]\nEpoch 0: |          | 6747/? [41:39<00:00,  2.70it/s]\nEpoch 0: |          | 6748/? [41:39<00:00,  2.70it/s]\nEpoch 0: |          | 6748/? [41:39<00:00,  2.70it/s]\nEpoch 0: |          | 6749/? [41:40<00:00,  2.70it/s]\nEpoch 0: |          | 6749/? [41:40<00:00,  2.70it/s]\nEpoch 0: |          | 6750/? [41:40<00:00,  2.70it/s]\nEpoch 0: |          | 6750/? [41:40<00:00,  2.70it/s]\nEpoch 0: |          | 6751/? [41:40<00:00,  2.70it/s]\nEpoch 0: |          | 6751/? [41:40<00:00,  2.70it/s]\nEpoch 0: |          | 6752/? [41:40<00:00,  2.70it/s]\nEpoch 0: |          | 6752/? [41:40<00:00,  2.70it/s]\nEpoch 0: |          | 6753/? [41:41<00:00,  2.70it/s]\nEpoch 0: |          | 6753/? [41:41<00:00,  2.70it/s]\nEpoch 0: |          | 6754/? [41:41<00:00,  2.70it/s]\nEpoch 0: |          | 6754/? [41:41<00:00,  2.70it/s]\nEpoch 0: |          | 6755/? [41:41<00:00,  2.70it/s]\nEpoch 0: |          | 6755/? [41:41<00:00,  2.70it/s]\nEpoch 0: |          | 6756/? [41:42<00:00,  2.70it/s]\nEpoch 0: |          | 6756/? [41:42<00:00,  2.70it/s]\nEpoch 0: |          | 6757/? [41:42<00:00,  2.70it/s]\nEpoch 0: |          | 6757/? [41:42<00:00,  2.70it/s]\nEpoch 0: |          | 6758/? [41:42<00:00,  2.70it/s]\nEpoch 0: |          | 6758/? [41:42<00:00,  2.70it/s]\nEpoch 0: |          | 6759/? [41:42<00:00,  2.70it/s]\nEpoch 0: |          | 6759/? [41:42<00:00,  2.70it/s]\nEpoch 0: |          | 6760/? [41:43<00:00,  2.70it/s]\nEpoch 0: |          | 6760/? [41:43<00:00,  2.70it/s]\nEpoch 0: |          | 6761/? [41:43<00:00,  2.70it/s]\nEpoch 0: |          | 6761/? [41:43<00:00,  2.70it/s]\nEpoch 0: |          | 6762/? [41:43<00:00,  2.70it/s]\nEpoch 0: |          | 6762/? [41:43<00:00,  2.70it/s]\nEpoch 0: |          | 6763/? [41:44<00:00,  2.70it/s]\nEpoch 0: |          | 6763/? [41:44<00:00,  2.70it/s]\nEpoch 0: |          | 6764/? [41:44<00:00,  2.70it/s]\nEpoch 0: |          | 6764/? [41:44<00:00,  2.70it/s]\nEpoch 0: |          | 6765/? [41:44<00:00,  2.70it/s]\nEpoch 0: |          | 6765/? [41:44<00:00,  2.70it/s]\nEpoch 0: |          | 6766/? [41:44<00:00,  2.70it/s]\nEpoch 0: |          | 6766/? [41:44<00:00,  2.70it/s]\nEpoch 0: |          | 6767/? [41:45<00:00,  2.70it/s]\nEpoch 0: |          | 6767/? [41:45<00:00,  2.70it/s]\nEpoch 0: |          | 6768/? [41:45<00:00,  2.70it/s]\nEpoch 0: |          | 6768/? [41:45<00:00,  2.70it/s]\nEpoch 0: |          | 6769/? [41:45<00:00,  2.70it/s]\nEpoch 0: |          | 6769/? [41:45<00:00,  2.70it/s]\nEpoch 0: |          | 6770/? [41:46<00:00,  2.70it/s]\nEpoch 0: |          | 6770/? [41:46<00:00,  2.70it/s]\nEpoch 0: |          | 6771/? [41:46<00:00,  2.70it/s]\nEpoch 0: |          | 6771/? [41:46<00:00,  2.70it/s]\nEpoch 0: |          | 6772/? [41:46<00:00,  2.70it/s]\nEpoch 0: |          | 6772/? [41:46<00:00,  2.70it/s]\nEpoch 0: |          | 6773/? [41:47<00:00,  2.70it/s]\nEpoch 0: |          | 6773/? [41:47<00:00,  2.70it/s]\nEpoch 0: |          | 6774/? [41:47<00:00,  2.70it/s]\nEpoch 0: |          | 6774/? [41:47<00:00,  2.70it/s]\nEpoch 0: |          | 6775/? [41:47<00:00,  2.70it/s]\nEpoch 0: |          | 6775/? [41:47<00:00,  2.70it/s]\nEpoch 0: |          | 6776/? [41:47<00:00,  2.70it/s]\nEpoch 0: |          | 6776/? [41:47<00:00,  2.70it/s]\nEpoch 0: |          | 6777/? [41:48<00:00,  2.70it/s]\nEpoch 0: |          | 6777/? [41:48<00:00,  2.70it/s]\nEpoch 0: |          | 6778/? [41:48<00:00,  2.70it/s]\nEpoch 0: |          | 6778/? [41:48<00:00,  2.70it/s]\nEpoch 0: |          | 6779/? [41:48<00:00,  2.70it/s]\nEpoch 0: |          | 6779/? [41:48<00:00,  2.70it/s]\nEpoch 0: |          | 6780/? [41:49<00:00,  2.70it/s]\nEpoch 0: |          | 6780/? [41:49<00:00,  2.70it/s]\nEpoch 0: |          | 6781/? [41:49<00:00,  2.70it/s]\nEpoch 0: |          | 6781/? [41:49<00:00,  2.70it/s]\nEpoch 0: |          | 6782/? [41:49<00:00,  2.70it/s]\nEpoch 0: |          | 6782/? [41:49<00:00,  2.70it/s]\nEpoch 0: |          | 6783/? [41:49<00:00,  2.70it/s]\nEpoch 0: |          | 6783/? [41:49<00:00,  2.70it/s]\nEpoch 0: |          | 6784/? [41:50<00:00,  2.70it/s]\nEpoch 0: |          | 6784/? [41:50<00:00,  2.70it/s]\nEpoch 0: |          | 6785/? [41:50<00:00,  2.70it/s]\nEpoch 0: |          | 6785/? [41:50<00:00,  2.70it/s]\nEpoch 0: |          | 6786/? [41:50<00:00,  2.70it/s]\nEpoch 0: |          | 6786/? [41:50<00:00,  2.70it/s]\nEpoch 0: |          | 6787/? [41:51<00:00,  2.70it/s]\nEpoch 0: |          | 6787/? [41:51<00:00,  2.70it/s]\nEpoch 0: |          | 6788/? [41:51<00:00,  2.70it/s]\nEpoch 0: |          | 6788/? [41:51<00:00,  2.70it/s]\nEpoch 0: |          | 6789/? [41:51<00:00,  2.70it/s]\nEpoch 0: |          | 6789/? [41:51<00:00,  2.70it/s]\nEpoch 0: |          | 6790/? [41:51<00:00,  2.70it/s]\nEpoch 0: |          | 6790/? [41:51<00:00,  2.70it/s]\nEpoch 0: |          | 6791/? [41:52<00:00,  2.70it/s]\nEpoch 0: |          | 6791/? [41:52<00:00,  2.70it/s]\nEpoch 0: |          | 6792/? [41:52<00:00,  2.70it/s]\nEpoch 0: |          | 6792/? [41:52<00:00,  2.70it/s]\nEpoch 0: |          | 6793/? [41:52<00:00,  2.70it/s]\nEpoch 0: |          | 6793/? [41:52<00:00,  2.70it/s]\nEpoch 0: |          | 6794/? [41:53<00:00,  2.70it/s]\nEpoch 0: |          | 6794/? [41:53<00:00,  2.70it/s]\nEpoch 0: |          | 6795/? [41:53<00:00,  2.70it/s]\nEpoch 0: |          | 6795/? [41:53<00:00,  2.70it/s]\nEpoch 0: |          | 6796/? [41:53<00:00,  2.70it/s]\nEpoch 0: |          | 6796/? [41:53<00:00,  2.70it/s]\nEpoch 0: |          | 6797/? [41:53<00:00,  2.70it/s]\nEpoch 0: |          | 6797/? [41:53<00:00,  2.70it/s]\nEpoch 0: |          | 6798/? [41:54<00:00,  2.70it/s]\nEpoch 0: |          | 6798/? [41:54<00:00,  2.70it/s]\nEpoch 0: |          | 6799/? [41:54<00:00,  2.70it/s]\nEpoch 0: |          | 6799/? [41:54<00:00,  2.70it/s]\nEpoch 0: |          | 6800/? [41:54<00:00,  2.70it/s]\nEpoch 0: |          | 6800/? [41:54<00:00,  2.70it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.58it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.16it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.99it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.56it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 6800/? [41:55<00:00,  2.70it/s]\nEpoch 0: |          | 6801/? [41:55<00:00,  2.70it/s]\nEpoch 0: |          | 6801/? [41:55<00:00,  2.70it/s]\nEpoch 0: |          | 6802/? [41:55<00:00,  2.70it/s]\nEpoch 0: |          | 6802/? [41:55<00:00,  2.70it/s]\nEpoch 0: |          | 6803/? [41:56<00:00,  2.70it/s]\nEpoch 0: |          | 6803/? [41:56<00:00,  2.70it/s]\nEpoch 0: |          | 6804/? [41:56<00:00,  2.70it/s]\nEpoch 0: |          | 6804/? [41:56<00:00,  2.70it/s]\nEpoch 0: |          | 6805/? [41:56<00:00,  2.70it/s]\nEpoch 0: |          | 6805/? [41:56<00:00,  2.70it/s]\nEpoch 0: |          | 6806/? [41:56<00:00,  2.70it/s]\nEpoch 0: |          | 6806/? [41:56<00:00,  2.70it/s]\nEpoch 0: |          | 6807/? [41:57<00:00,  2.70it/s]\nEpoch 0: |          | 6807/? [41:57<00:00,  2.70it/s]\nEpoch 0: |          | 6808/? [41:57<00:00,  2.70it/s]\nEpoch 0: |          | 6808/? [41:57<00:00,  2.70it/s]\nEpoch 0: |          | 6809/? [41:57<00:00,  2.70it/s]\nEpoch 0: |          | 6809/? [41:57<00:00,  2.70it/s]\nEpoch 0: |          | 6810/? [41:58<00:00,  2.70it/s]\nEpoch 0: |          | 6810/? [41:58<00:00,  2.70it/s]\nEpoch 0: |          | 6811/? [41:58<00:00,  2.70it/s]\nEpoch 0: |          | 6811/? [41:58<00:00,  2.70it/s]\nEpoch 0: |          | 6812/? [41:58<00:00,  2.70it/s]\nEpoch 0: |          | 6812/? [41:58<00:00,  2.70it/s]\nEpoch 0: |          | 6813/? [41:58<00:00,  2.70it/s]\nEpoch 0: |          | 6813/? [41:58<00:00,  2.70it/s]\nEpoch 0: |          | 6814/? [41:59<00:00,  2.70it/s]\nEpoch 0: |          | 6814/? [41:59<00:00,  2.70it/s]\nEpoch 0: |          | 6815/? [41:59<00:00,  2.70it/s]\nEpoch 0: |          | 6815/? [41:59<00:00,  2.70it/s]\nEpoch 0: |          | 6816/? [41:59<00:00,  2.71it/s]\nEpoch 0: |          | 6816/? [41:59<00:00,  2.71it/s]\nEpoch 0: |          | 6817/? [42:00<00:00,  2.71it/s]\nEpoch 0: |          | 6817/? [42:00<00:00,  2.71it/s]\nEpoch 0: |          | 6818/? [42:00<00:00,  2.71it/s]\nEpoch 0: |          | 6818/? [42:00<00:00,  2.71it/s]\nEpoch 0: |          | 6819/? [42:00<00:00,  2.71it/s]\nEpoch 0: |          | 6819/? [42:00<00:00,  2.71it/s]\nEpoch 0: |          | 6820/? [42:00<00:00,  2.71it/s]\nEpoch 0: |          | 6820/? [42:00<00:00,  2.71it/s]\nEpoch 0: |          | 6821/? [42:01<00:00,  2.71it/s]\nEpoch 0: |          | 6821/? [42:01<00:00,  2.71it/s]\nEpoch 0: |          | 6822/? [42:01<00:00,  2.71it/s]\nEpoch 0: |          | 6822/? [42:01<00:00,  2.71it/s]\nEpoch 0: |          | 6823/? [42:01<00:00,  2.71it/s]\nEpoch 0: |          | 6823/? [42:01<00:00,  2.71it/s]\nEpoch 0: |          | 6824/? [42:02<00:00,  2.71it/s]\nEpoch 0: |          | 6824/? [42:02<00:00,  2.71it/s]\nEpoch 0: |          | 6825/? [42:02<00:00,  2.71it/s]\nEpoch 0: |          | 6825/? [42:02<00:00,  2.71it/s]\nEpoch 0: |          | 6826/? [42:02<00:00,  2.71it/s]\nEpoch 0: |          | 6826/? [42:02<00:00,  2.71it/s]\nEpoch 0: |          | 6827/? [42:02<00:00,  2.71it/s]\nEpoch 0: |          | 6827/? [42:02<00:00,  2.71it/s]\nEpoch 0: |          | 6828/? [42:03<00:00,  2.71it/s]\nEpoch 0: |          | 6828/? [42:03<00:00,  2.71it/s]\nEpoch 0: |          | 6829/? [42:03<00:00,  2.71it/s]\nEpoch 0: |          | 6829/? [42:03<00:00,  2.71it/s]\nEpoch 0: |          | 6830/? [42:03<00:00,  2.71it/s]\nEpoch 0: |          | 6830/? [42:03<00:00,  2.71it/s]\nEpoch 0: |          | 6831/? [42:04<00:00,  2.71it/s]\nEpoch 0: |          | 6831/? [42:04<00:00,  2.71it/s]\nEpoch 0: |          | 6832/? [42:04<00:00,  2.71it/s]\nEpoch 0: |          | 6832/? [42:04<00:00,  2.71it/s]\nEpoch 0: |          | 6833/? [42:04<00:00,  2.71it/s]\nEpoch 0: |          | 6833/? [42:04<00:00,  2.71it/s]\nEpoch 0: |          | 6834/? [42:04<00:00,  2.71it/s]\nEpoch 0: |          | 6834/? [42:04<00:00,  2.71it/s]\nEpoch 0: |          | 6835/? [42:05<00:00,  2.71it/s]\nEpoch 0: |          | 6835/? [42:05<00:00,  2.71it/s]\nEpoch 0: |          | 6836/? [42:05<00:00,  2.71it/s]\nEpoch 0: |          | 6836/? [42:05<00:00,  2.71it/s]\nEpoch 0: |          | 6837/? [42:05<00:00,  2.71it/s]\nEpoch 0: |          | 6837/? [42:05<00:00,  2.71it/s]\nEpoch 0: |          | 6838/? [42:06<00:00,  2.71it/s]\nEpoch 0: |          | 6838/? [42:06<00:00,  2.71it/s]\nEpoch 0: |          | 6839/? [42:06<00:00,  2.71it/s]\nEpoch 0: |          | 6839/? [42:06<00:00,  2.71it/s]\nEpoch 0: |          | 6840/? [42:06<00:00,  2.71it/s]\nEpoch 0: |          | 6840/? [42:06<00:00,  2.71it/s]\nEpoch 0: |          | 6841/? [42:06<00:00,  2.71it/s]\nEpoch 0: |          | 6841/? [42:06<00:00,  2.71it/s]\nEpoch 0: |          | 6842/? [42:07<00:00,  2.71it/s]\nEpoch 0: |          | 6842/? [42:07<00:00,  2.71it/s]\nEpoch 0: |          | 6843/? [42:07<00:00,  2.71it/s]\nEpoch 0: |          | 6843/? [42:07<00:00,  2.71it/s]\nEpoch 0: |          | 6844/? [42:07<00:00,  2.71it/s]\nEpoch 0: |          | 6844/? [42:07<00:00,  2.71it/s]\nEpoch 0: |          | 6845/? [42:08<00:00,  2.71it/s]\nEpoch 0: |          | 6845/? [42:08<00:00,  2.71it/s]\nEpoch 0: |          | 6846/? [42:08<00:00,  2.71it/s]\nEpoch 0: |          | 6846/? [42:08<00:00,  2.71it/s]\nEpoch 0: |          | 6847/? [42:08<00:00,  2.71it/s]\nEpoch 0: |          | 6847/? [42:08<00:00,  2.71it/s]\nEpoch 0: |          | 6848/? [42:08<00:00,  2.71it/s]\nEpoch 0: |          | 6848/? [42:08<00:00,  2.71it/s]\nEpoch 0: |          | 6849/? [42:09<00:00,  2.71it/s]\nEpoch 0: |          | 6849/? [42:09<00:00,  2.71it/s]\nEpoch 0: |          | 6850/? [42:09<00:00,  2.71it/s]\nEpoch 0: |          | 6850/? [42:09<00:00,  2.71it/s]\nEpoch 0: |          | 6851/? [42:09<00:00,  2.71it/s]\nEpoch 0: |          | 6851/? [42:09<00:00,  2.71it/s]\nEpoch 0: |          | 6852/? [42:10<00:00,  2.71it/s]\nEpoch 0: |          | 6852/? [42:10<00:00,  2.71it/s]\nEpoch 0: |          | 6853/? [42:10<00:00,  2.71it/s]\nEpoch 0: |          | 6853/? [42:10<00:00,  2.71it/s]\nEpoch 0: |          | 6854/? [42:10<00:00,  2.71it/s]\nEpoch 0: |          | 6854/? [42:10<00:00,  2.71it/s]\nEpoch 0: |          | 6855/? [42:10<00:00,  2.71it/s]\nEpoch 0: |          | 6855/? [42:10<00:00,  2.71it/s]\nEpoch 0: |          | 6856/? [42:11<00:00,  2.71it/s]\nEpoch 0: |          | 6856/? [42:11<00:00,  2.71it/s]\nEpoch 0: |          | 6857/? [42:11<00:00,  2.71it/s]\nEpoch 0: |          | 6857/? [42:11<00:00,  2.71it/s]\nEpoch 0: |          | 6858/? [42:11<00:00,  2.71it/s]\nEpoch 0: |          | 6858/? [42:11<00:00,  2.71it/s]\nEpoch 0: |          | 6859/? [42:12<00:00,  2.71it/s]\nEpoch 0: |          | 6859/? [42:12<00:00,  2.71it/s]\nEpoch 0: |          | 6860/? [42:12<00:00,  2.71it/s]\nEpoch 0: |          | 6860/? [42:12<00:00,  2.71it/s]\nEpoch 0: |          | 6861/? [42:12<00:00,  2.71it/s]\nEpoch 0: |          | 6861/? [42:12<00:00,  2.71it/s]\nEpoch 0: |          | 6862/? [42:12<00:00,  2.71it/s]\nEpoch 0: |          | 6862/? [42:12<00:00,  2.71it/s]\nEpoch 0: |          | 6863/? [42:13<00:00,  2.71it/s]\nEpoch 0: |          | 6863/? [42:13<00:00,  2.71it/s]\nEpoch 0: |          | 6864/? [42:13<00:00,  2.71it/s]\nEpoch 0: |          | 6864/? [42:13<00:00,  2.71it/s]\nEpoch 0: |          | 6865/? [42:13<00:00,  2.71it/s]\nEpoch 0: |          | 6865/? [42:13<00:00,  2.71it/s]\nEpoch 0: |          | 6866/? [42:14<00:00,  2.71it/s]\nEpoch 0: |          | 6866/? [42:14<00:00,  2.71it/s]\nEpoch 0: |          | 6867/? [42:14<00:00,  2.71it/s]\nEpoch 0: |          | 6867/? [42:14<00:00,  2.71it/s]\nEpoch 0: |          | 6868/? [42:14<00:00,  2.71it/s]\nEpoch 0: |          | 6868/? [42:14<00:00,  2.71it/s]\nEpoch 0: |          | 6869/? [42:14<00:00,  2.71it/s]\nEpoch 0: |          | 6869/? [42:14<00:00,  2.71it/s]\nEpoch 0: |          | 6870/? [42:15<00:00,  2.71it/s]\nEpoch 0: |          | 6870/? [42:15<00:00,  2.71it/s]\nEpoch 0: |          | 6871/? [42:15<00:00,  2.71it/s]\nEpoch 0: |          | 6871/? [42:15<00:00,  2.71it/s]\nEpoch 0: |          | 6872/? [42:15<00:00,  2.71it/s]\nEpoch 0: |          | 6872/? [42:15<00:00,  2.71it/s]\nEpoch 0: |          | 6873/? [42:16<00:00,  2.71it/s]\nEpoch 0: |          | 6873/? [42:16<00:00,  2.71it/s]\nEpoch 0: |          | 6874/? [42:16<00:00,  2.71it/s]\nEpoch 0: |          | 6874/? [42:16<00:00,  2.71it/s]\nEpoch 0: |          | 6875/? [42:16<00:00,  2.71it/s]\nEpoch 0: |          | 6875/? [42:16<00:00,  2.71it/s]\nEpoch 0: |          | 6876/? [42:16<00:00,  2.71it/s]\nEpoch 0: |          | 6876/? [42:16<00:00,  2.71it/s]\nEpoch 0: |          | 6877/? [42:17<00:00,  2.71it/s]\nEpoch 0: |          | 6877/? [42:17<00:00,  2.71it/s]\nEpoch 0: |          | 6878/? [42:17<00:00,  2.71it/s]\nEpoch 0: |          | 6878/? [42:17<00:00,  2.71it/s]\nEpoch 0: |          | 6879/? [42:17<00:00,  2.71it/s]\nEpoch 0: |          | 6879/? [42:17<00:00,  2.71it/s]\nEpoch 0: |          | 6880/? [42:18<00:00,  2.71it/s]\nEpoch 0: |          | 6880/? [42:18<00:00,  2.71it/s]\nEpoch 0: |          | 6881/? [42:18<00:00,  2.71it/s]\nEpoch 0: |          | 6881/? [42:18<00:00,  2.71it/s]\nEpoch 0: |          | 6882/? [42:18<00:00,  2.71it/s]\nEpoch 0: |          | 6882/? [42:18<00:00,  2.71it/s]\nEpoch 0: |          | 6883/? [42:19<00:00,  2.71it/s]\nEpoch 0: |          | 6883/? [42:19<00:00,  2.71it/s]\nEpoch 0: |          | 6884/? [42:19<00:00,  2.71it/s]\nEpoch 0: |          | 6884/? [42:19<00:00,  2.71it/s]\nEpoch 0: |          | 6885/? [42:19<00:00,  2.71it/s]\nEpoch 0: |          | 6885/? [42:19<00:00,  2.71it/s]\nEpoch 0: |          | 6886/? [42:19<00:00,  2.71it/s]\nEpoch 0: |          | 6886/? [42:19<00:00,  2.71it/s]\nEpoch 0: |          | 6887/? [42:20<00:00,  2.71it/s]\nEpoch 0: |          | 6887/? [42:20<00:00,  2.71it/s]\nEpoch 0: |          | 6888/? [42:20<00:00,  2.71it/s]\nEpoch 0: |          | 6888/? [42:20<00:00,  2.71it/s]\nEpoch 0: |          | 6889/? [42:20<00:00,  2.71it/s]\nEpoch 0: |          | 6889/? [42:20<00:00,  2.71it/s]\nEpoch 0: |          | 6890/? [42:21<00:00,  2.71it/s]\nEpoch 0: |          | 6890/? [42:21<00:00,  2.71it/s]\nEpoch 0: |          | 6891/? [42:21<00:00,  2.71it/s]\nEpoch 0: |          | 6891/? [42:21<00:00,  2.71it/s]\nEpoch 0: |          | 6892/? [42:21<00:00,  2.71it/s]\nEpoch 0: |          | 6892/? [42:21<00:00,  2.71it/s]\nEpoch 0: |          | 6893/? [42:21<00:00,  2.71it/s]\nEpoch 0: |          | 6893/? [42:21<00:00,  2.71it/s]\nEpoch 0: |          | 6894/? [42:22<00:00,  2.71it/s]\nEpoch 0: |          | 6894/? [42:22<00:00,  2.71it/s]\nEpoch 0: |          | 6895/? [42:22<00:00,  2.71it/s]\nEpoch 0: |          | 6895/? [42:22<00:00,  2.71it/s]\nEpoch 0: |          | 6896/? [42:22<00:00,  2.71it/s]\nEpoch 0: |          | 6896/? [42:22<00:00,  2.71it/s]\nEpoch 0: |          | 6897/? [42:23<00:00,  2.71it/s]\nEpoch 0: |          | 6897/? [42:23<00:00,  2.71it/s]\nEpoch 0: |          | 6898/? [42:23<00:00,  2.71it/s]\nEpoch 0: |          | 6898/? [42:23<00:00,  2.71it/s]\nEpoch 0: |          | 6899/? [42:23<00:00,  2.71it/s]\nEpoch 0: |          | 6899/? [42:23<00:00,  2.71it/s]\nEpoch 0: |          | 6900/? [42:23<00:00,  2.71it/s]\nEpoch 0: |          | 6900/? [42:23<00:00,  2.71it/s]\nEpoch 0: |          | 6901/? [42:24<00:00,  2.71it/s]\nEpoch 0: |          | 6901/? [42:24<00:00,  2.71it/s]\nEpoch 0: |          | 6902/? [42:24<00:00,  2.71it/s]\nEpoch 0: |          | 6902/? [42:24<00:00,  2.71it/s]\nEpoch 0: |          | 6903/? [42:24<00:00,  2.71it/s]\nEpoch 0: |          | 6903/? [42:24<00:00,  2.71it/s]\nEpoch 0: |          | 6904/? [42:25<00:00,  2.71it/s]\nEpoch 0: |          | 6904/? [42:25<00:00,  2.71it/s]\nEpoch 0: |          | 6905/? [42:25<00:00,  2.71it/s]\nEpoch 0: |          | 6905/? [42:25<00:00,  2.71it/s]\nEpoch 0: |          | 6906/? [42:25<00:00,  2.71it/s]\nEpoch 0: |          | 6906/? [42:25<00:00,  2.71it/s]\nEpoch 0: |          | 6907/? [42:25<00:00,  2.71it/s]\nEpoch 0: |          | 6907/? [42:25<00:00,  2.71it/s]\nEpoch 0: |          | 6908/? [42:26<00:00,  2.71it/s]\nEpoch 0: |          | 6908/? [42:26<00:00,  2.71it/s]\nEpoch 0: |          | 6909/? [42:26<00:00,  2.71it/s]\nEpoch 0: |          | 6909/? [42:26<00:00,  2.71it/s]\nEpoch 0: |          | 6910/? [42:26<00:00,  2.71it/s]\nEpoch 0: |          | 6910/? [42:26<00:00,  2.71it/s]\nEpoch 0: |          | 6911/? [42:27<00:00,  2.71it/s]\nEpoch 0: |          | 6911/? [42:27<00:00,  2.71it/s]\nEpoch 0: |          | 6912/? [42:27<00:00,  2.71it/s]\nEpoch 0: |          | 6912/? [42:27<00:00,  2.71it/s]\nEpoch 0: |          | 6913/? [42:27<00:00,  2.71it/s]\nEpoch 0: |          | 6913/? [42:27<00:00,  2.71it/s]\nEpoch 0: |          | 6914/? [42:27<00:00,  2.71it/s]\nEpoch 0: |          | 6914/? [42:27<00:00,  2.71it/s]\nEpoch 0: |          | 6915/? [42:28<00:00,  2.71it/s]\nEpoch 0: |          | 6915/? [42:28<00:00,  2.71it/s]\nEpoch 0: |          | 6916/? [42:28<00:00,  2.71it/s]\nEpoch 0: |          | 6916/? [42:28<00:00,  2.71it/s]\nEpoch 0: |          | 6917/? [42:28<00:00,  2.71it/s]\nEpoch 0: |          | 6917/? [42:28<00:00,  2.71it/s]\nEpoch 0: |          | 6918/? [42:29<00:00,  2.71it/s]\nEpoch 0: |          | 6918/? [42:29<00:00,  2.71it/s]\nEpoch 0: |          | 6919/? [42:29<00:00,  2.71it/s]\nEpoch 0: |          | 6919/? [42:29<00:00,  2.71it/s]\nEpoch 0: |          | 6920/? [42:29<00:00,  2.71it/s]\nEpoch 0: |          | 6920/? [42:29<00:00,  2.71it/s]\nEpoch 0: |          | 6921/? [42:29<00:00,  2.71it/s]\nEpoch 0: |          | 6921/? [42:29<00:00,  2.71it/s]\nEpoch 0: |          | 6922/? [42:30<00:00,  2.71it/s]\nEpoch 0: |          | 6922/? [42:30<00:00,  2.71it/s]\nEpoch 0: |          | 6923/? [42:30<00:00,  2.71it/s]\nEpoch 0: |          | 6923/? [42:30<00:00,  2.71it/s]\nEpoch 0: |          | 6924/? [42:30<00:00,  2.71it/s]\nEpoch 0: |          | 6924/? [42:30<00:00,  2.71it/s]\nEpoch 0: |          | 6925/? [42:31<00:00,  2.71it/s]\nEpoch 0: |          | 6925/? [42:31<00:00,  2.71it/s]\nEpoch 0: |          | 6926/? [42:31<00:00,  2.71it/s]\nEpoch 0: |          | 6926/? [42:31<00:00,  2.71it/s]\nEpoch 0: |          | 6927/? [42:31<00:00,  2.71it/s]\nEpoch 0: |          | 6927/? [42:31<00:00,  2.71it/s]\nEpoch 0: |          | 6928/? [42:31<00:00,  2.71it/s]\nEpoch 0: |          | 6928/? [42:31<00:00,  2.71it/s]\nEpoch 0: |          | 6929/? [42:32<00:00,  2.71it/s]\nEpoch 0: |          | 6929/? [42:32<00:00,  2.71it/s]\nEpoch 0: |          | 6930/? [42:32<00:00,  2.72it/s]\nEpoch 0: |          | 6930/? [42:32<00:00,  2.72it/s]\nEpoch 0: |          | 6931/? [42:32<00:00,  2.72it/s]\nEpoch 0: |          | 6931/? [42:32<00:00,  2.72it/s]\nEpoch 0: |          | 6932/? [42:33<00:00,  2.72it/s]\nEpoch 0: |          | 6932/? [42:33<00:00,  2.72it/s]\nEpoch 0: |          | 6933/? [42:33<00:00,  2.72it/s]\nEpoch 0: |          | 6933/? [42:33<00:00,  2.72it/s]\nEpoch 0: |          | 6934/? [42:33<00:00,  2.72it/s]\nEpoch 0: |          | 6934/? [42:33<00:00,  2.72it/s]\nEpoch 0: |          | 6935/? [42:33<00:00,  2.72it/s]\nEpoch 0: |          | 6935/? [42:33<00:00,  2.72it/s]\nEpoch 0: |          | 6936/? [42:34<00:00,  2.72it/s]\nEpoch 0: |          | 6936/? [42:34<00:00,  2.72it/s]\nEpoch 0: |          | 6937/? [42:34<00:00,  2.72it/s]\nEpoch 0: |          | 6937/? [42:34<00:00,  2.72it/s]\nEpoch 0: |          | 6938/? [42:34<00:00,  2.72it/s]\nEpoch 0: |          | 6938/? [42:34<00:00,  2.72it/s]\nEpoch 0: |          | 6939/? [42:34<00:00,  2.72it/s]\nEpoch 0: |          | 6939/? [42:34<00:00,  2.72it/s]\nEpoch 0: |          | 6940/? [42:35<00:00,  2.72it/s]\nEpoch 0: |          | 6940/? [42:35<00:00,  2.72it/s]\nEpoch 0: |          | 6941/? [42:35<00:00,  2.72it/s]\nEpoch 0: |          | 6941/? [42:35<00:00,  2.72it/s]\nEpoch 0: |          | 6942/? [42:35<00:00,  2.72it/s]\nEpoch 0: |          | 6942/? [42:35<00:00,  2.72it/s]\nEpoch 0: |          | 6943/? [42:36<00:00,  2.72it/s]\nEpoch 0: |          | 6943/? [42:36<00:00,  2.72it/s]\nEpoch 0: |          | 6944/? [42:36<00:00,  2.72it/s]\nEpoch 0: |          | 6944/? [42:36<00:00,  2.72it/s]\nEpoch 0: |          | 6945/? [42:36<00:00,  2.72it/s]\nEpoch 0: |          | 6945/? [42:36<00:00,  2.72it/s]\nEpoch 0: |          | 6946/? [42:37<00:00,  2.72it/s]\nEpoch 0: |          | 6946/? [42:37<00:00,  2.72it/s]\nEpoch 0: |          | 6947/? [42:37<00:00,  2.72it/s]\nEpoch 0: |          | 6947/? [42:37<00:00,  2.72it/s]\nEpoch 0: |          | 6948/? [42:37<00:00,  2.72it/s]\nEpoch 0: |          | 6948/? [42:37<00:00,  2.72it/s]\nEpoch 0: |          | 6949/? [42:37<00:00,  2.72it/s]\nEpoch 0: |          | 6949/? [42:37<00:00,  2.72it/s]\nEpoch 0: |          | 6950/? [42:38<00:00,  2.72it/s]\nEpoch 0: |          | 6950/? [42:38<00:00,  2.72it/s]\nEpoch 0: |          | 6951/? [42:38<00:00,  2.72it/s]\nEpoch 0: |          | 6951/? [42:38<00:00,  2.72it/s]\nEpoch 0: |          | 6952/? [42:38<00:00,  2.72it/s]\nEpoch 0: |          | 6952/? [42:38<00:00,  2.72it/s]\nEpoch 0: |          | 6953/? [42:39<00:00,  2.72it/s]\nEpoch 0: |          | 6953/? [42:39<00:00,  2.72it/s]\nEpoch 0: |          | 6954/? [42:39<00:00,  2.72it/s]\nEpoch 0: |          | 6954/? [42:39<00:00,  2.72it/s]\nEpoch 0: |          | 6955/? [42:39<00:00,  2.72it/s]\nEpoch 0: |          | 6955/? [42:39<00:00,  2.72it/s]\nEpoch 0: |          | 6956/? [42:39<00:00,  2.72it/s]\nEpoch 0: |          | 6956/? [42:39<00:00,  2.72it/s]\nEpoch 0: |          | 6957/? [42:40<00:00,  2.72it/s]\nEpoch 0: |          | 6957/? [42:40<00:00,  2.72it/s]\nEpoch 0: |          | 6958/? [42:40<00:00,  2.72it/s]\nEpoch 0: |          | 6958/? [42:40<00:00,  2.72it/s]\nEpoch 0: |          | 6959/? [42:40<00:00,  2.72it/s]\nEpoch 0: |          | 6959/? [42:40<00:00,  2.72it/s]\nEpoch 0: |          | 6960/? [42:41<00:00,  2.72it/s]\nEpoch 0: |          | 6960/? [42:41<00:00,  2.72it/s]\nEpoch 0: |          | 6961/? [42:41<00:00,  2.72it/s]\nEpoch 0: |          | 6961/? [42:41<00:00,  2.72it/s]\nEpoch 0: |          | 6962/? [42:41<00:00,  2.72it/s]\nEpoch 0: |          | 6962/? [42:41<00:00,  2.72it/s]\nEpoch 0: |          | 6963/? [42:41<00:00,  2.72it/s]\nEpoch 0: |          | 6963/? [42:41<00:00,  2.72it/s]\nEpoch 0: |          | 6964/? [42:42<00:00,  2.72it/s]\nEpoch 0: |          | 6964/? [42:42<00:00,  2.72it/s]\nEpoch 0: |          | 6965/? [42:42<00:00,  2.72it/s]\nEpoch 0: |          | 6965/? [42:42<00:00,  2.72it/s]\nEpoch 0: |          | 6966/? [42:42<00:00,  2.72it/s]\nEpoch 0: |          | 6966/? [42:42<00:00,  2.72it/s]\nEpoch 0: |          | 6967/? [42:43<00:00,  2.72it/s]\nEpoch 0: |          | 6967/? [42:43<00:00,  2.72it/s]\nEpoch 0: |          | 6968/? [42:43<00:00,  2.72it/s]\nEpoch 0: |          | 6968/? [42:43<00:00,  2.72it/s]\nEpoch 0: |          | 6969/? [42:43<00:00,  2.72it/s]\nEpoch 0: |          | 6969/? [42:43<00:00,  2.72it/s]\nEpoch 0: |          | 6970/? [42:43<00:00,  2.72it/s]\nEpoch 0: |          | 6970/? [42:43<00:00,  2.72it/s]\nEpoch 0: |          | 6971/? [42:44<00:00,  2.72it/s]\nEpoch 0: |          | 6971/? [42:44<00:00,  2.72it/s]\nEpoch 0: |          | 6972/? [42:44<00:00,  2.72it/s]\nEpoch 0: |          | 6972/? [42:44<00:00,  2.72it/s]\nEpoch 0: |          | 6973/? [42:44<00:00,  2.72it/s]\nEpoch 0: |          | 6973/? [42:44<00:00,  2.72it/s]\nEpoch 0: |          | 6974/? [42:45<00:00,  2.72it/s]\nEpoch 0: |          | 6974/? [42:45<00:00,  2.72it/s]\nEpoch 0: |          | 6975/? [42:45<00:00,  2.72it/s]\nEpoch 0: |          | 6975/? [42:45<00:00,  2.72it/s]\nEpoch 0: |          | 6976/? [42:45<00:00,  2.72it/s]\nEpoch 0: |          | 6976/? [42:45<00:00,  2.72it/s]\nEpoch 0: |          | 6977/? [42:45<00:00,  2.72it/s]\nEpoch 0: |          | 6977/? [42:45<00:00,  2.72it/s]\nEpoch 0: |          | 6978/? [42:46<00:00,  2.72it/s]\nEpoch 0: |          | 6978/? [42:46<00:00,  2.72it/s]\nEpoch 0: |          | 6979/? [42:46<00:00,  2.72it/s]\nEpoch 0: |          | 6979/? [42:46<00:00,  2.72it/s]\nEpoch 0: |          | 6980/? [42:46<00:00,  2.72it/s]\nEpoch 0: |          | 6980/? [42:46<00:00,  2.72it/s]\nEpoch 0: |          | 6981/? [42:47<00:00,  2.72it/s]\nEpoch 0: |          | 6981/? [42:47<00:00,  2.72it/s]\nEpoch 0: |          | 6982/? [42:47<00:00,  2.72it/s]\nEpoch 0: |          | 6982/? [42:47<00:00,  2.72it/s]\nEpoch 0: |          | 6983/? [42:47<00:00,  2.72it/s]\nEpoch 0: |          | 6983/? [42:47<00:00,  2.72it/s]\nEpoch 0: |          | 6984/? [42:47<00:00,  2.72it/s]\nEpoch 0: |          | 6984/? [42:47<00:00,  2.72it/s]\nEpoch 0: |          | 6985/? [42:48<00:00,  2.72it/s]\nEpoch 0: |          | 6985/? [42:48<00:00,  2.72it/s]\nEpoch 0: |          | 6986/? [42:48<00:00,  2.72it/s]\nEpoch 0: |          | 6986/? [42:48<00:00,  2.72it/s]\nEpoch 0: |          | 6987/? [42:48<00:00,  2.72it/s]\nEpoch 0: |          | 6987/? [42:48<00:00,  2.72it/s]\nEpoch 0: |          | 6988/? [42:49<00:00,  2.72it/s]\nEpoch 0: |          | 6988/? [42:49<00:00,  2.72it/s]\nEpoch 0: |          | 6989/? [42:49<00:00,  2.72it/s]\nEpoch 0: |          | 6989/? [42:49<00:00,  2.72it/s]\nEpoch 0: |          | 6990/? [42:49<00:00,  2.72it/s]\nEpoch 0: |          | 6990/? [42:49<00:00,  2.72it/s]\nEpoch 0: |          | 6991/? [42:49<00:00,  2.72it/s]\nEpoch 0: |          | 6991/? [42:49<00:00,  2.72it/s]\nEpoch 0: |          | 6992/? [42:50<00:00,  2.72it/s]\nEpoch 0: |          | 6992/? [42:50<00:00,  2.72it/s]\nEpoch 0: |          | 6993/? [42:50<00:00,  2.72it/s]\nEpoch 0: |          | 6993/? [42:50<00:00,  2.72it/s]\nEpoch 0: |          | 6994/? [42:50<00:00,  2.72it/s]\nEpoch 0: |          | 6994/? [42:50<00:00,  2.72it/s]\nEpoch 0: |          | 6995/? [42:51<00:00,  2.72it/s]\nEpoch 0: |          | 6995/? [42:51<00:00,  2.72it/s]\nEpoch 0: |          | 6996/? [42:51<00:00,  2.72it/s]\nEpoch 0: |          | 6996/? [42:51<00:00,  2.72it/s]\nEpoch 0: |          | 6997/? [42:51<00:00,  2.72it/s]\nEpoch 0: |          | 6997/? [42:51<00:00,  2.72it/s]\nEpoch 0: |          | 6998/? [42:51<00:00,  2.72it/s]\nEpoch 0: |          | 6998/? [42:51<00:00,  2.72it/s]\nEpoch 0: |          | 6999/? [42:52<00:00,  2.72it/s]\nEpoch 0: |          | 6999/? [42:52<00:00,  2.72it/s]\nEpoch 0: |          | 7000/? [42:52<00:00,  2.72it/s]\nEpoch 0: |          | 7000/? [42:52<00:00,  2.72it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.77it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.21it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.08it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.98it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 7000/? [42:52<00:00,  2.72it/s]\nEpoch 0: |          | 7001/? [42:53<00:00,  2.72it/s]\nEpoch 0: |          | 7001/? [42:53<00:00,  2.72it/s]\nEpoch 0: |          | 7002/? [42:53<00:00,  2.72it/s]\nEpoch 0: |          | 7002/? [42:53<00:00,  2.72it/s]\nEpoch 0: |          | 7003/? [42:53<00:00,  2.72it/s]\nEpoch 0: |          | 7003/? [42:53<00:00,  2.72it/s]\nEpoch 0: |          | 7004/? [42:54<00:00,  2.72it/s]\nEpoch 0: |          | 7004/? [42:54<00:00,  2.72it/s]\nEpoch 0: |          | 7005/? [42:54<00:00,  2.72it/s]\nEpoch 0: |          | 7005/? [42:54<00:00,  2.72it/s]\nEpoch 0: |          | 7006/? [42:54<00:00,  2.72it/s]\nEpoch 0: |          | 7006/? [42:54<00:00,  2.72it/s]\nEpoch 0: |          | 7007/? [42:54<00:00,  2.72it/s]\nEpoch 0: |          | 7007/? [42:54<00:00,  2.72it/s]\nEpoch 0: |          | 7008/? [42:55<00:00,  2.72it/s]\nEpoch 0: |          | 7008/? [42:55<00:00,  2.72it/s]\nEpoch 0: |          | 7009/? [42:55<00:00,  2.72it/s]\nEpoch 0: |          | 7009/? [42:55<00:00,  2.72it/s]\nEpoch 0: |          | 7010/? [42:55<00:00,  2.72it/s]\nEpoch 0: |          | 7010/? [42:55<00:00,  2.72it/s]\nEpoch 0: |          | 7011/? [42:56<00:00,  2.72it/s]\nEpoch 0: |          | 7011/? [42:56<00:00,  2.72it/s]\nEpoch 0: |          | 7012/? [42:56<00:00,  2.72it/s]\nEpoch 0: |          | 7012/? [42:56<00:00,  2.72it/s]\nEpoch 0: |          | 7013/? [42:56<00:00,  2.72it/s]\nEpoch 0: |          | 7013/? [42:56<00:00,  2.72it/s]\nEpoch 0: |          | 7014/? [42:56<00:00,  2.72it/s]\nEpoch 0: |          | 7014/? [42:56<00:00,  2.72it/s]\nEpoch 0: |          | 7015/? [42:57<00:00,  2.72it/s]\nEpoch 0: |          | 7015/? [42:57<00:00,  2.72it/s]\nEpoch 0: |          | 7016/? [42:57<00:00,  2.72it/s]\nEpoch 0: |          | 7016/? [42:57<00:00,  2.72it/s]\nEpoch 0: |          | 7017/? [42:57<00:00,  2.72it/s]\nEpoch 0: |          | 7017/? [42:57<00:00,  2.72it/s]\nEpoch 0: |          | 7018/? [42:58<00:00,  2.72it/s]\nEpoch 0: |          | 7018/? [42:58<00:00,  2.72it/s]\nEpoch 0: |          | 7019/? [42:58<00:00,  2.72it/s]\nEpoch 0: |          | 7019/? [42:58<00:00,  2.72it/s]\nEpoch 0: |          | 7020/? [42:58<00:00,  2.72it/s]\nEpoch 0: |          | 7020/? [42:58<00:00,  2.72it/s]\nEpoch 0: |          | 7021/? [42:58<00:00,  2.72it/s]\nEpoch 0: |          | 7021/? [42:58<00:00,  2.72it/s]\nEpoch 0: |          | 7022/? [42:59<00:00,  2.72it/s]\nEpoch 0: |          | 7022/? [42:59<00:00,  2.72it/s]\nEpoch 0: |          | 7023/? [42:59<00:00,  2.72it/s]\nEpoch 0: |          | 7023/? [42:59<00:00,  2.72it/s]\nEpoch 0: |          | 7024/? [42:59<00:00,  2.72it/s]\nEpoch 0: |          | 7024/? [42:59<00:00,  2.72it/s]\nEpoch 0: |          | 7025/? [43:00<00:00,  2.72it/s]\nEpoch 0: |          | 7025/? [43:00<00:00,  2.72it/s]\nEpoch 0: |          | 7026/? [43:00<00:00,  2.72it/s]\nEpoch 0: |          | 7026/? [43:00<00:00,  2.72it/s]\nEpoch 0: |          | 7027/? [43:00<00:00,  2.72it/s]\nEpoch 0: |          | 7027/? [43:00<00:00,  2.72it/s]\nEpoch 0: |          | 7028/? [43:00<00:00,  2.72it/s]\nEpoch 0: |          | 7028/? [43:00<00:00,  2.72it/s]\nEpoch 0: |          | 7029/? [43:01<00:00,  2.72it/s]\nEpoch 0: |          | 7029/? [43:01<00:00,  2.72it/s]\nEpoch 0: |          | 7030/? [43:01<00:00,  2.72it/s]\nEpoch 0: |          | 7030/? [43:01<00:00,  2.72it/s]\nEpoch 0: |          | 7031/? [43:01<00:00,  2.72it/s]\nEpoch 0: |          | 7031/? [43:01<00:00,  2.72it/s]\nEpoch 0: |          | 7032/? [43:02<00:00,  2.72it/s]\nEpoch 0: |          | 7032/? [43:02<00:00,  2.72it/s]\nEpoch 0: |          | 7033/? [43:02<00:00,  2.72it/s]\nEpoch 0: |          | 7033/? [43:02<00:00,  2.72it/s]\nEpoch 0: |          | 7034/? [43:02<00:00,  2.72it/s]\nEpoch 0: |          | 7034/? [43:02<00:00,  2.72it/s]\nEpoch 0: |          | 7035/? [43:02<00:00,  2.72it/s]\nEpoch 0: |          | 7035/? [43:02<00:00,  2.72it/s]\nEpoch 0: |          | 7036/? [43:03<00:00,  2.72it/s]\nEpoch 0: |          | 7036/? [43:03<00:00,  2.72it/s]\nEpoch 0: |          | 7037/? [43:03<00:00,  2.72it/s]\nEpoch 0: |          | 7037/? [43:03<00:00,  2.72it/s]\nEpoch 0: |          | 7038/? [43:03<00:00,  2.72it/s]\nEpoch 0: |          | 7038/? [43:03<00:00,  2.72it/s]\nEpoch 0: |          | 7039/? [43:04<00:00,  2.72it/s]\nEpoch 0: |          | 7039/? [43:04<00:00,  2.72it/s]\nEpoch 0: |          | 7040/? [43:04<00:00,  2.72it/s]\nEpoch 0: |          | 7040/? [43:04<00:00,  2.72it/s]\nEpoch 0: |          | 7041/? [43:04<00:00,  2.72it/s]\nEpoch 0: |          | 7041/? [43:04<00:00,  2.72it/s]\nEpoch 0: |          | 7042/? [43:04<00:00,  2.72it/s]\nEpoch 0: |          | 7042/? [43:04<00:00,  2.72it/s]\nEpoch 0: |          | 7043/? [43:05<00:00,  2.72it/s]\nEpoch 0: |          | 7043/? [43:05<00:00,  2.72it/s]\nEpoch 0: |          | 7044/? [43:05<00:00,  2.72it/s]\nEpoch 0: |          | 7044/? [43:05<00:00,  2.72it/s]\nEpoch 0: |          | 7045/? [43:05<00:00,  2.72it/s]\nEpoch 0: |          | 7045/? [43:05<00:00,  2.72it/s]\nEpoch 0: |          | 7046/? [43:06<00:00,  2.72it/s]\nEpoch 0: |          | 7046/? [43:06<00:00,  2.72it/s]\nEpoch 0: |          | 7047/? [43:06<00:00,  2.72it/s]\nEpoch 0: |          | 7047/? [43:06<00:00,  2.72it/s]\nEpoch 0: |          | 7048/? [43:06<00:00,  2.72it/s]\nEpoch 0: |          | 7048/? [43:06<00:00,  2.72it/s]\nEpoch 0: |          | 7049/? [43:06<00:00,  2.72it/s]\nEpoch 0: |          | 7049/? [43:06<00:00,  2.72it/s]\nEpoch 0: |          | 7050/? [43:07<00:00,  2.73it/s]\nEpoch 0: |          | 7050/? [43:07<00:00,  2.73it/s]\nEpoch 0: |          | 7051/? [43:07<00:00,  2.73it/s]\nEpoch 0: |          | 7051/? [43:07<00:00,  2.73it/s]\nEpoch 0: |          | 7052/? [43:07<00:00,  2.73it/s]\nEpoch 0: |          | 7052/? [43:07<00:00,  2.73it/s]\nEpoch 0: |          | 7053/? [43:08<00:00,  2.73it/s]\nEpoch 0: |          | 7053/? [43:08<00:00,  2.73it/s]\nEpoch 0: |          | 7054/? [43:08<00:00,  2.73it/s]\nEpoch 0: |          | 7054/? [43:08<00:00,  2.73it/s]\nEpoch 0: |          | 7055/? [43:08<00:00,  2.73it/s]\nEpoch 0: |          | 7055/? [43:08<00:00,  2.73it/s]\nEpoch 0: |          | 7056/? [43:08<00:00,  2.73it/s]\nEpoch 0: |          | 7056/? [43:08<00:00,  2.73it/s]\nEpoch 0: |          | 7057/? [43:09<00:00,  2.73it/s]\nEpoch 0: |          | 7057/? [43:09<00:00,  2.73it/s]\nEpoch 0: |          | 7058/? [43:09<00:00,  2.73it/s]\nEpoch 0: |          | 7058/? [43:09<00:00,  2.73it/s]\nEpoch 0: |          | 7059/? [43:09<00:00,  2.73it/s]\nEpoch 0: |          | 7059/? [43:09<00:00,  2.73it/s]\nEpoch 0: |          | 7060/? [43:10<00:00,  2.73it/s]\nEpoch 0: |          | 7060/? [43:10<00:00,  2.73it/s]\nEpoch 0: |          | 7061/? [43:10<00:00,  2.73it/s]\nEpoch 0: |          | 7061/? [43:10<00:00,  2.73it/s]\nEpoch 0: |          | 7062/? [43:10<00:00,  2.73it/s]\nEpoch 0: |          | 7062/? [43:10<00:00,  2.73it/s]\nEpoch 0: |          | 7063/? [43:10<00:00,  2.73it/s]\nEpoch 0: |          | 7063/? [43:10<00:00,  2.73it/s]\nEpoch 0: |          | 7064/? [43:11<00:00,  2.73it/s]\nEpoch 0: |          | 7064/? [43:11<00:00,  2.73it/s]\nEpoch 0: |          | 7065/? [43:11<00:00,  2.73it/s]\nEpoch 0: |          | 7065/? [43:11<00:00,  2.73it/s]\nEpoch 0: |          | 7066/? [43:11<00:00,  2.73it/s]\nEpoch 0: |          | 7066/? [43:11<00:00,  2.73it/s]\nEpoch 0: |          | 7067/? [43:12<00:00,  2.73it/s]\nEpoch 0: |          | 7067/? [43:12<00:00,  2.73it/s]\nEpoch 0: |          | 7068/? [43:12<00:00,  2.73it/s]\nEpoch 0: |          | 7068/? [43:12<00:00,  2.73it/s]\nEpoch 0: |          | 7069/? [43:12<00:00,  2.73it/s]\nEpoch 0: |          | 7069/? [43:12<00:00,  2.73it/s]\nEpoch 0: |          | 7070/? [43:12<00:00,  2.73it/s]\nEpoch 0: |          | 7070/? [43:12<00:00,  2.73it/s]\nEpoch 0: |          | 7071/? [43:13<00:00,  2.73it/s]\nEpoch 0: |          | 7071/? [43:13<00:00,  2.73it/s]\nEpoch 0: |          | 7072/? [43:13<00:00,  2.73it/s]\nEpoch 0: |          | 7072/? [43:13<00:00,  2.73it/s]\nEpoch 0: |          | 7073/? [43:13<00:00,  2.73it/s]\nEpoch 0: |          | 7073/? [43:13<00:00,  2.73it/s]\nEpoch 0: |          | 7074/? [43:14<00:00,  2.73it/s]\nEpoch 0: |          | 7074/? [43:14<00:00,  2.73it/s]\nEpoch 0: |          | 7075/? [43:14<00:00,  2.73it/s]\nEpoch 0: |          | 7075/? [43:14<00:00,  2.73it/s]\nEpoch 0: |          | 7076/? [43:14<00:00,  2.73it/s]\nEpoch 0: |          | 7076/? [43:14<00:00,  2.73it/s]\nEpoch 0: |          | 7077/? [43:14<00:00,  2.73it/s]\nEpoch 0: |          | 7077/? [43:14<00:00,  2.73it/s]\nEpoch 0: |          | 7078/? [43:15<00:00,  2.73it/s]\nEpoch 0: |          | 7078/? [43:15<00:00,  2.73it/s]\nEpoch 0: |          | 7079/? [43:15<00:00,  2.73it/s]\nEpoch 0: |          | 7079/? [43:15<00:00,  2.73it/s]\nEpoch 0: |          | 7080/? [43:15<00:00,  2.73it/s]\nEpoch 0: |          | 7080/? [43:15<00:00,  2.73it/s]\nEpoch 0: |          | 7081/? [43:16<00:00,  2.73it/s]\nEpoch 0: |          | 7081/? [43:16<00:00,  2.73it/s]\nEpoch 0: |          | 7082/? [43:16<00:00,  2.73it/s]\nEpoch 0: |          | 7082/? [43:16<00:00,  2.73it/s]\nEpoch 0: |          | 7083/? [43:16<00:00,  2.73it/s]\nEpoch 0: |          | 7083/? [43:16<00:00,  2.73it/s]\nEpoch 0: |          | 7084/? [43:16<00:00,  2.73it/s]\nEpoch 0: |          | 7084/? [43:16<00:00,  2.73it/s]\nEpoch 0: |          | 7085/? [43:17<00:00,  2.73it/s]\nEpoch 0: |          | 7085/? [43:17<00:00,  2.73it/s]\nEpoch 0: |          | 7086/? [43:17<00:00,  2.73it/s]\nEpoch 0: |          | 7086/? [43:17<00:00,  2.73it/s]\nEpoch 0: |          | 7087/? [43:17<00:00,  2.73it/s]\nEpoch 0: |          | 7087/? [43:17<00:00,  2.73it/s]\nEpoch 0: |          | 7088/? [43:18<00:00,  2.73it/s]\nEpoch 0: |          | 7088/? [43:18<00:00,  2.73it/s]\nEpoch 0: |          | 7089/? [43:18<00:00,  2.73it/s]\nEpoch 0: |          | 7089/? [43:18<00:00,  2.73it/s]\nEpoch 0: |          | 7090/? [43:18<00:00,  2.73it/s]\nEpoch 0: |          | 7090/? [43:18<00:00,  2.73it/s]\nEpoch 0: |          | 7091/? [43:18<00:00,  2.73it/s]\nEpoch 0: |          | 7091/? [43:18<00:00,  2.73it/s]\nEpoch 0: |          | 7092/? [43:19<00:00,  2.73it/s]\nEpoch 0: |          | 7092/? [43:19<00:00,  2.73it/s]\nEpoch 0: |          | 7093/? [43:19<00:00,  2.73it/s]\nEpoch 0: |          | 7093/? [43:19<00:00,  2.73it/s]\nEpoch 0: |          | 7094/? [43:19<00:00,  2.73it/s]\nEpoch 0: |          | 7094/? [43:19<00:00,  2.73it/s]\nEpoch 0: |          | 7095/? [43:20<00:00,  2.73it/s]\nEpoch 0: |          | 7095/? [43:20<00:00,  2.73it/s]\nEpoch 0: |          | 7096/? [43:20<00:00,  2.73it/s]\nEpoch 0: |          | 7096/? [43:20<00:00,  2.73it/s]\nEpoch 0: |          | 7097/? [43:20<00:00,  2.73it/s]\nEpoch 0: |          | 7097/? [43:20<00:00,  2.73it/s]\nEpoch 0: |          | 7098/? [43:20<00:00,  2.73it/s]\nEpoch 0: |          | 7098/? [43:20<00:00,  2.73it/s]\nEpoch 0: |          | 7099/? [43:21<00:00,  2.73it/s]\nEpoch 0: |          | 7099/? [43:21<00:00,  2.73it/s]\nEpoch 0: |          | 7100/? [43:21<00:00,  2.73it/s]\nEpoch 0: |          | 7100/? [43:21<00:00,  2.73it/s]\nEpoch 0: |          | 7101/? [43:21<00:00,  2.73it/s]\nEpoch 0: |          | 7101/? [43:21<00:00,  2.73it/s]\nEpoch 0: |          | 7102/? [43:22<00:00,  2.73it/s]\nEpoch 0: |          | 7102/? [43:22<00:00,  2.73it/s]\nEpoch 0: |          | 7103/? [43:22<00:00,  2.73it/s]\nEpoch 0: |          | 7103/? [43:22<00:00,  2.73it/s]\nEpoch 0: |          | 7104/? [43:22<00:00,  2.73it/s]\nEpoch 0: |          | 7104/? [43:22<00:00,  2.73it/s]\nEpoch 0: |          | 7105/? [43:22<00:00,  2.73it/s]\nEpoch 0: |          | 7105/? [43:22<00:00,  2.73it/s]\nEpoch 0: |          | 7106/? [43:23<00:00,  2.73it/s]\nEpoch 0: |          | 7106/? [43:23<00:00,  2.73it/s]\nEpoch 0: |          | 7107/? [43:23<00:00,  2.73it/s]\nEpoch 0: |          | 7107/? [43:23<00:00,  2.73it/s]\nEpoch 0: |          | 7108/? [43:23<00:00,  2.73it/s]\nEpoch 0: |          | 7108/? [43:23<00:00,  2.73it/s]\nEpoch 0: |          | 7109/? [43:24<00:00,  2.73it/s]\nEpoch 0: |          | 7109/? [43:24<00:00,  2.73it/s]\nEpoch 0: |          | 7110/? [43:24<00:00,  2.73it/s]\nEpoch 0: |          | 7110/? [43:24<00:00,  2.73it/s]\nEpoch 0: |          | 7111/? [43:24<00:00,  2.73it/s]\nEpoch 0: |          | 7111/? [43:24<00:00,  2.73it/s]\nEpoch 0: |          | 7112/? [43:24<00:00,  2.73it/s]\nEpoch 0: |          | 7112/? [43:24<00:00,  2.73it/s]\nEpoch 0: |          | 7113/? [43:25<00:00,  2.73it/s]\nEpoch 0: |          | 7113/? [43:25<00:00,  2.73it/s]\nEpoch 0: |          | 7114/? [43:25<00:00,  2.73it/s]\nEpoch 0: |          | 7114/? [43:25<00:00,  2.73it/s]\nEpoch 0: |          | 7115/? [43:25<00:00,  2.73it/s]\nEpoch 0: |          | 7115/? [43:25<00:00,  2.73it/s]\nEpoch 0: |          | 7116/? [43:26<00:00,  2.73it/s]\nEpoch 0: |          | 7116/? [43:26<00:00,  2.73it/s]\nEpoch 0: |          | 7117/? [43:26<00:00,  2.73it/s]\nEpoch 0: |          | 7117/? [43:26<00:00,  2.73it/s]\nEpoch 0: |          | 7118/? [43:26<00:00,  2.73it/s]\nEpoch 0: |          | 7118/? [43:26<00:00,  2.73it/s]\nEpoch 0: |          | 7119/? [43:26<00:00,  2.73it/s]\nEpoch 0: |          | 7119/? [43:26<00:00,  2.73it/s]\nEpoch 0: |          | 7120/? [43:27<00:00,  2.73it/s]\nEpoch 0: |          | 7120/? [43:27<00:00,  2.73it/s]\nEpoch 0: |          | 7121/? [43:27<00:00,  2.73it/s]\nEpoch 0: |          | 7121/? [43:27<00:00,  2.73it/s]\nEpoch 0: |          | 7122/? [43:27<00:00,  2.73it/s]\nEpoch 0: |          | 7122/? [43:27<00:00,  2.73it/s]\nEpoch 0: |          | 7123/? [43:28<00:00,  2.73it/s]\nEpoch 0: |          | 7123/? [43:28<00:00,  2.73it/s]\nEpoch 0: |          | 7124/? [43:28<00:00,  2.73it/s]\nEpoch 0: |          | 7124/? [43:28<00:00,  2.73it/s]\nEpoch 0: |          | 7125/? [43:28<00:00,  2.73it/s]\nEpoch 0: |          | 7125/? [43:28<00:00,  2.73it/s]\nEpoch 0: |          | 7126/? [43:28<00:00,  2.73it/s]\nEpoch 0: |          | 7126/? [43:28<00:00,  2.73it/s]\nEpoch 0: |          | 7127/? [43:29<00:00,  2.73it/s]\nEpoch 0: |          | 7127/? [43:29<00:00,  2.73it/s]\nEpoch 0: |          | 7128/? [43:29<00:00,  2.73it/s]\nEpoch 0: |          | 7128/? [43:29<00:00,  2.73it/s]\nEpoch 0: |          | 7129/? [43:29<00:00,  2.73it/s]\nEpoch 0: |          | 7129/? [43:29<00:00,  2.73it/s]\nEpoch 0: |          | 7130/? [43:30<00:00,  2.73it/s]\nEpoch 0: |          | 7130/? [43:30<00:00,  2.73it/s]\nEpoch 0: |          | 7131/? [43:30<00:00,  2.73it/s]\nEpoch 0: |          | 7131/? [43:30<00:00,  2.73it/s]\nEpoch 0: |          | 7132/? [43:30<00:00,  2.73it/s]\nEpoch 0: |          | 7132/? [43:30<00:00,  2.73it/s]\nEpoch 0: |          | 7133/? [43:30<00:00,  2.73it/s]\nEpoch 0: |          | 7133/? [43:30<00:00,  2.73it/s]\nEpoch 0: |          | 7134/? [43:31<00:00,  2.73it/s]\nEpoch 0: |          | 7134/? [43:31<00:00,  2.73it/s]\nEpoch 0: |          | 7135/? [43:31<00:00,  2.73it/s]\nEpoch 0: |          | 7135/? [43:31<00:00,  2.73it/s]\nEpoch 0: |          | 7136/? [43:31<00:00,  2.73it/s]\nEpoch 0: |          | 7136/? [43:31<00:00,  2.73it/s]\nEpoch 0: |          | 7137/? [43:32<00:00,  2.73it/s]\nEpoch 0: |          | 7137/? [43:32<00:00,  2.73it/s]\nEpoch 0: |          | 7138/? [43:32<00:00,  2.73it/s]\nEpoch 0: |          | 7138/? [43:32<00:00,  2.73it/s]\nEpoch 0: |          | 7139/? [43:32<00:00,  2.73it/s]\nEpoch 0: |          | 7139/? [43:32<00:00,  2.73it/s]\nEpoch 0: |          | 7140/? [43:32<00:00,  2.73it/s]\nEpoch 0: |          | 7140/? [43:32<00:00,  2.73it/s]\nEpoch 0: |          | 7141/? [43:33<00:00,  2.73it/s]\nEpoch 0: |          | 7141/? [43:33<00:00,  2.73it/s]\nEpoch 0: |          | 7142/? [43:33<00:00,  2.73it/s]\nEpoch 0: |          | 7142/? [43:33<00:00,  2.73it/s]\nEpoch 0: |          | 7143/? [43:33<00:00,  2.73it/s]\nEpoch 0: |          | 7143/? [43:33<00:00,  2.73it/s]\nEpoch 0: |          | 7144/? [43:34<00:00,  2.73it/s]\nEpoch 0: |          | 7144/? [43:34<00:00,  2.73it/s]\nEpoch 0: |          | 7145/? [43:34<00:00,  2.73it/s]\nEpoch 0: |          | 7145/? [43:34<00:00,  2.73it/s]\nEpoch 0: |          | 7146/? [43:34<00:00,  2.73it/s]\nEpoch 0: |          | 7146/? [43:34<00:00,  2.73it/s]\nEpoch 0: |          | 7147/? [43:34<00:00,  2.73it/s]\nEpoch 0: |          | 7147/? [43:34<00:00,  2.73it/s]\nEpoch 0: |          | 7148/? [43:35<00:00,  2.73it/s]\nEpoch 0: |          | 7148/? [43:35<00:00,  2.73it/s]\nEpoch 0: |          | 7149/? [43:35<00:00,  2.73it/s]\nEpoch 0: |          | 7149/? [43:35<00:00,  2.73it/s]\nEpoch 0: |          | 7150/? [43:35<00:00,  2.73it/s]\nEpoch 0: |          | 7150/? [43:35<00:00,  2.73it/s]\nEpoch 0: |          | 7151/? [43:36<00:00,  2.73it/s]\nEpoch 0: |          | 7151/? [43:36<00:00,  2.73it/s]\nEpoch 0: |          | 7152/? [43:36<00:00,  2.73it/s]\nEpoch 0: |          | 7152/? [43:36<00:00,  2.73it/s]\nEpoch 0: |          | 7153/? [43:36<00:00,  2.73it/s]\nEpoch 0: |          | 7153/? [43:36<00:00,  2.73it/s]\nEpoch 0: |          | 7154/? [43:36<00:00,  2.73it/s]\nEpoch 0: |          | 7154/? [43:36<00:00,  2.73it/s]\nEpoch 0: |          | 7155/? [43:37<00:00,  2.73it/s]\nEpoch 0: |          | 7155/? [43:37<00:00,  2.73it/s]\nEpoch 0: |          | 7156/? [43:37<00:00,  2.73it/s]\nEpoch 0: |          | 7156/? [43:37<00:00,  2.73it/s]\nEpoch 0: |          | 7157/? [43:37<00:00,  2.73it/s]\nEpoch 0: |          | 7157/? [43:37<00:00,  2.73it/s]\nEpoch 0: |          | 7158/? [43:38<00:00,  2.73it/s]\nEpoch 0: |          | 7158/? [43:38<00:00,  2.73it/s]\nEpoch 0: |          | 7159/? [43:38<00:00,  2.73it/s]\nEpoch 0: |          | 7159/? [43:38<00:00,  2.73it/s]\nEpoch 0: |          | 7160/? [43:38<00:00,  2.73it/s]\nEpoch 0: |          | 7160/? [43:38<00:00,  2.73it/s]\nEpoch 0: |          | 7161/? [43:38<00:00,  2.73it/s]\nEpoch 0: |          | 7161/? [43:38<00:00,  2.73it/s]\nEpoch 0: |          | 7162/? [43:39<00:00,  2.73it/s]\nEpoch 0: |          | 7162/? [43:39<00:00,  2.73it/s]\nEpoch 0: |          | 7163/? [43:39<00:00,  2.73it/s]\nEpoch 0: |          | 7163/? [43:39<00:00,  2.73it/s]\nEpoch 0: |          | 7164/? [43:39<00:00,  2.73it/s]\nEpoch 0: |          | 7164/? [43:39<00:00,  2.73it/s]\nEpoch 0: |          | 7165/? [43:40<00:00,  2.73it/s]\nEpoch 0: |          | 7165/? [43:40<00:00,  2.73it/s]\nEpoch 0: |          | 7166/? [43:40<00:00,  2.73it/s]\nEpoch 0: |          | 7166/? [43:40<00:00,  2.73it/s]\nEpoch 0: |          | 7167/? [43:40<00:00,  2.73it/s]\nEpoch 0: |          | 7167/? [43:40<00:00,  2.73it/s]\nEpoch 0: |          | 7168/? [43:40<00:00,  2.73it/s]\nEpoch 0: |          | 7168/? [43:40<00:00,  2.73it/s]\nEpoch 0: |          | 7169/? [43:41<00:00,  2.74it/s]\nEpoch 0: |          | 7169/? [43:41<00:00,  2.74it/s]\nEpoch 0: |          | 7170/? [43:41<00:00,  2.74it/s]\nEpoch 0: |          | 7170/? [43:41<00:00,  2.74it/s]\nEpoch 0: |          | 7171/? [43:41<00:00,  2.74it/s]\nEpoch 0: |          | 7171/? [43:41<00:00,  2.74it/s]\nEpoch 0: |          | 7172/? [43:42<00:00,  2.74it/s]\nEpoch 0: |          | 7172/? [43:42<00:00,  2.74it/s]\nEpoch 0: |          | 7173/? [43:42<00:00,  2.74it/s]\nEpoch 0: |          | 7173/? [43:42<00:00,  2.74it/s]\nEpoch 0: |          | 7174/? [43:42<00:00,  2.74it/s]\nEpoch 0: |          | 7174/? [43:42<00:00,  2.74it/s]\nEpoch 0: |          | 7175/? [43:42<00:00,  2.74it/s]\nEpoch 0: |          | 7175/? [43:42<00:00,  2.74it/s]\nEpoch 0: |          | 7176/? [43:43<00:00,  2.74it/s]\nEpoch 0: |          | 7176/? [43:43<00:00,  2.74it/s]\nEpoch 0: |          | 7177/? [43:43<00:00,  2.74it/s]\nEpoch 0: |          | 7177/? [43:43<00:00,  2.74it/s]\nEpoch 0: |          | 7178/? [43:43<00:00,  2.74it/s]\nEpoch 0: |          | 7178/? [43:43<00:00,  2.74it/s]\nEpoch 0: |          | 7179/? [43:44<00:00,  2.74it/s]\nEpoch 0: |          | 7179/? [43:44<00:00,  2.74it/s]\nEpoch 0: |          | 7180/? [43:44<00:00,  2.74it/s]\nEpoch 0: |          | 7180/? [43:44<00:00,  2.74it/s]\nEpoch 0: |          | 7181/? [43:44<00:00,  2.74it/s]\nEpoch 0: |          | 7181/? [43:44<00:00,  2.74it/s]\nEpoch 0: |          | 7182/? [43:44<00:00,  2.74it/s]\nEpoch 0: |          | 7182/? [43:44<00:00,  2.74it/s]\nEpoch 0: |          | 7183/? [43:45<00:00,  2.74it/s]\nEpoch 0: |          | 7183/? [43:45<00:00,  2.74it/s]\nEpoch 0: |          | 7184/? [43:45<00:00,  2.74it/s]\nEpoch 0: |          | 7184/? [43:45<00:00,  2.74it/s]\nEpoch 0: |          | 7185/? [43:45<00:00,  2.74it/s]\nEpoch 0: |          | 7185/? [43:45<00:00,  2.74it/s]\nEpoch 0: |          | 7186/? [43:46<00:00,  2.74it/s]\nEpoch 0: |          | 7186/? [43:46<00:00,  2.74it/s]\nEpoch 0: |          | 7187/? [43:46<00:00,  2.74it/s]\nEpoch 0: |          | 7187/? [43:46<00:00,  2.74it/s]\nEpoch 0: |          | 7188/? [43:46<00:00,  2.74it/s]\nEpoch 0: |          | 7188/? [43:46<00:00,  2.74it/s]\nEpoch 0: |          | 7189/? [43:46<00:00,  2.74it/s]\nEpoch 0: |          | 7189/? [43:46<00:00,  2.74it/s]\nEpoch 0: |          | 7190/? [43:47<00:00,  2.74it/s]\nEpoch 0: |          | 7190/? [43:47<00:00,  2.74it/s]\nEpoch 0: |          | 7191/? [43:47<00:00,  2.74it/s]\nEpoch 0: |          | 7191/? [43:47<00:00,  2.74it/s]\nEpoch 0: |          | 7192/? [43:47<00:00,  2.74it/s]\nEpoch 0: |          | 7192/? [43:47<00:00,  2.74it/s]\nEpoch 0: |          | 7193/? [43:48<00:00,  2.74it/s]\nEpoch 0: |          | 7193/? [43:48<00:00,  2.74it/s]\nEpoch 0: |          | 7194/? [43:48<00:00,  2.74it/s]\nEpoch 0: |          | 7194/? [43:48<00:00,  2.74it/s]\nEpoch 0: |          | 7195/? [43:48<00:00,  2.74it/s]\nEpoch 0: |          | 7195/? [43:48<00:00,  2.74it/s]\nEpoch 0: |          | 7196/? [43:48<00:00,  2.74it/s]\nEpoch 0: |          | 7196/? [43:48<00:00,  2.74it/s]\nEpoch 0: |          | 7197/? [43:49<00:00,  2.74it/s]\nEpoch 0: |          | 7197/? [43:49<00:00,  2.74it/s]\nEpoch 0: |          | 7198/? [43:49<00:00,  2.74it/s]\nEpoch 0: |          | 7198/? [43:49<00:00,  2.74it/s]\nEpoch 0: |          | 7199/? [43:49<00:00,  2.74it/s]\nEpoch 0: |          | 7199/? [43:49<00:00,  2.74it/s]\nEpoch 0: |          | 7200/? [43:50<00:00,  2.74it/s]\nEpoch 0: |          | 7200/? [43:50<00:00,  2.74it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.33it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.19it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.97it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.49it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 7200/? [43:50<00:00,  2.74it/s]\nEpoch 0: |          | 7201/? [43:50<00:00,  2.74it/s]\nEpoch 0: |          | 7201/? [43:50<00:00,  2.74it/s]\nEpoch 0: |          | 7202/? [43:50<00:00,  2.74it/s]\nEpoch 0: |          | 7202/? [43:50<00:00,  2.74it/s]\nEpoch 0: |          | 7203/? [43:51<00:00,  2.74it/s]\nEpoch 0: |          | 7203/? [43:51<00:00,  2.74it/s]\nEpoch 0: |          | 7204/? [43:51<00:00,  2.74it/s]\nEpoch 0: |          | 7204/? [43:51<00:00,  2.74it/s]\nEpoch 0: |          | 7205/? [43:51<00:00,  2.74it/s]\nEpoch 0: |          | 7205/? [43:51<00:00,  2.74it/s]\nEpoch 0: |          | 7206/? [43:52<00:00,  2.74it/s]\nEpoch 0: |          | 7206/? [43:52<00:00,  2.74it/s]\nEpoch 0: |          | 7207/? [43:52<00:00,  2.74it/s]\nEpoch 0: |          | 7207/? [43:52<00:00,  2.74it/s]\nEpoch 0: |          | 7208/? [43:52<00:00,  2.74it/s]\nEpoch 0: |          | 7208/? [43:52<00:00,  2.74it/s]\nEpoch 0: |          | 7209/? [43:52<00:00,  2.74it/s]\nEpoch 0: |          | 7209/? [43:52<00:00,  2.74it/s]\nEpoch 0: |          | 7210/? [43:53<00:00,  2.74it/s]\nEpoch 0: |          | 7210/? [43:53<00:00,  2.74it/s]\nEpoch 0: |          | 7211/? [43:53<00:00,  2.74it/s]\nEpoch 0: |          | 7211/? [43:53<00:00,  2.74it/s]\nEpoch 0: |          | 7212/? [43:53<00:00,  2.74it/s]\nEpoch 0: |          | 7212/? [43:53<00:00,  2.74it/s]\nEpoch 0: |          | 7213/? [43:54<00:00,  2.74it/s]\nEpoch 0: |          | 7213/? [43:54<00:00,  2.74it/s]\nEpoch 0: |          | 7214/? [43:54<00:00,  2.74it/s]\nEpoch 0: |          | 7214/? [43:54<00:00,  2.74it/s]\nEpoch 0: |          | 7215/? [43:54<00:00,  2.74it/s]\nEpoch 0: |          | 7215/? [43:54<00:00,  2.74it/s]\nEpoch 0: |          | 7216/? [43:54<00:00,  2.74it/s]\nEpoch 0: |          | 7216/? [43:54<00:00,  2.74it/s]\nEpoch 0: |          | 7217/? [43:55<00:00,  2.74it/s]\nEpoch 0: |          | 7217/? [43:55<00:00,  2.74it/s]\nEpoch 0: |          | 7218/? [43:55<00:00,  2.74it/s]\nEpoch 0: |          | 7218/? [43:55<00:00,  2.74it/s]\nEpoch 0: |          | 7219/? [43:55<00:00,  2.74it/s]\nEpoch 0: |          | 7219/? [43:55<00:00,  2.74it/s]\nEpoch 0: |          | 7220/? [43:56<00:00,  2.74it/s]\nEpoch 0: |          | 7220/? [43:56<00:00,  2.74it/s]\nEpoch 0: |          | 7221/? [43:56<00:00,  2.74it/s]\nEpoch 0: |          | 7221/? [43:56<00:00,  2.74it/s]\nEpoch 0: |          | 7222/? [43:56<00:00,  2.74it/s]\nEpoch 0: |          | 7222/? [43:56<00:00,  2.74it/s]\nEpoch 0: |          | 7223/? [43:56<00:00,  2.74it/s]\nEpoch 0: |          | 7223/? [43:56<00:00,  2.74it/s]\nEpoch 0: |          | 7224/? [43:57<00:00,  2.74it/s]\nEpoch 0: |          | 7224/? [43:57<00:00,  2.74it/s]\nEpoch 0: |          | 7225/? [43:57<00:00,  2.74it/s]\nEpoch 0: |          | 7225/? [43:57<00:00,  2.74it/s]\nEpoch 0: |          | 7226/? [43:57<00:00,  2.74it/s]\nEpoch 0: |          | 7226/? [43:57<00:00,  2.74it/s]\nEpoch 0: |          | 7227/? [43:58<00:00,  2.74it/s]\nEpoch 0: |          | 7227/? [43:58<00:00,  2.74it/s]\nEpoch 0: |          | 7228/? [43:58<00:00,  2.74it/s]\nEpoch 0: |          | 7228/? [43:58<00:00,  2.74it/s]\nEpoch 0: |          | 7229/? [43:58<00:00,  2.74it/s]\nEpoch 0: |          | 7229/? [43:58<00:00,  2.74it/s]\nEpoch 0: |          | 7230/? [43:58<00:00,  2.74it/s]\nEpoch 0: |          | 7230/? [43:58<00:00,  2.74it/s]\nEpoch 0: |          | 7231/? [43:59<00:00,  2.74it/s]\nEpoch 0: |          | 7231/? [43:59<00:00,  2.74it/s]\nEpoch 0: |          | 7232/? [43:59<00:00,  2.74it/s]\nEpoch 0: |          | 7232/? [43:59<00:00,  2.74it/s]\nEpoch 0: |          | 7233/? [43:59<00:00,  2.74it/s]\nEpoch 0: |          | 7233/? [43:59<00:00,  2.74it/s]\nEpoch 0: |          | 7234/? [44:00<00:00,  2.74it/s]\nEpoch 0: |          | 7234/? [44:00<00:00,  2.74it/s]\nEpoch 0: |          | 7235/? [44:00<00:00,  2.74it/s]\nEpoch 0: |          | 7235/? [44:00<00:00,  2.74it/s]\nEpoch 0: |          | 7236/? [44:00<00:00,  2.74it/s]\nEpoch 0: |          | 7236/? [44:00<00:00,  2.74it/s]\nEpoch 0: |          | 7237/? [44:00<00:00,  2.74it/s]\nEpoch 0: |          | 7237/? [44:00<00:00,  2.74it/s]\nEpoch 0: |          | 7238/? [44:01<00:00,  2.74it/s]\nEpoch 0: |          | 7238/? [44:01<00:00,  2.74it/s]\nEpoch 0: |          | 7239/? [44:01<00:00,  2.74it/s]\nEpoch 0: |          | 7239/? [44:01<00:00,  2.74it/s]\nEpoch 0: |          | 7240/? [44:01<00:00,  2.74it/s]\nEpoch 0: |          | 7240/? [44:01<00:00,  2.74it/s]\nEpoch 0: |          | 7241/? [44:01<00:00,  2.74it/s]\nEpoch 0: |          | 7241/? [44:01<00:00,  2.74it/s]\nEpoch 0: |          | 7242/? [44:02<00:00,  2.74it/s]\nEpoch 0: |          | 7242/? [44:02<00:00,  2.74it/s]\nEpoch 0: |          | 7243/? [44:02<00:00,  2.74it/s]\nEpoch 0: |          | 7243/? [44:02<00:00,  2.74it/s]\nEpoch 0: |          | 7244/? [44:02<00:00,  2.74it/s]\nEpoch 0: |          | 7244/? [44:02<00:00,  2.74it/s]\nEpoch 0: |          | 7245/? [44:03<00:00,  2.74it/s]\nEpoch 0: |          | 7245/? [44:03<00:00,  2.74it/s]\nEpoch 0: |          | 7246/? [44:03<00:00,  2.74it/s]\nEpoch 0: |          | 7246/? [44:03<00:00,  2.74it/s]\nEpoch 0: |          | 7247/? [44:03<00:00,  2.74it/s]\nEpoch 0: |          | 7247/? [44:03<00:00,  2.74it/s]\nEpoch 0: |          | 7248/? [44:03<00:00,  2.74it/s]\nEpoch 0: |          | 7248/? [44:03<00:00,  2.74it/s]\nEpoch 0: |          | 7249/? [44:04<00:00,  2.74it/s]\nEpoch 0: |          | 7249/? [44:04<00:00,  2.74it/s]\nEpoch 0: |          | 7250/? [44:04<00:00,  2.74it/s]\nEpoch 0: |          | 7250/? [44:04<00:00,  2.74it/s]\nEpoch 0: |          | 7251/? [44:04<00:00,  2.74it/s]\nEpoch 0: |          | 7251/? [44:04<00:00,  2.74it/s]\nEpoch 0: |          | 7252/? [44:05<00:00,  2.74it/s]\nEpoch 0: |          | 7252/? [44:05<00:00,  2.74it/s]\nEpoch 0: |          | 7253/? [44:05<00:00,  2.74it/s]\nEpoch 0: |          | 7253/? [44:05<00:00,  2.74it/s]\nEpoch 0: |          | 7254/? [44:05<00:00,  2.74it/s]\nEpoch 0: |          | 7254/? [44:05<00:00,  2.74it/s]\nEpoch 0: |          | 7255/? [44:05<00:00,  2.74it/s]\nEpoch 0: |          | 7255/? [44:05<00:00,  2.74it/s]\nEpoch 0: |          | 7256/? [44:06<00:00,  2.74it/s]\nEpoch 0: |          | 7256/? [44:06<00:00,  2.74it/s]\nEpoch 0: |          | 7257/? [44:06<00:00,  2.74it/s]\nEpoch 0: |          | 7257/? [44:06<00:00,  2.74it/s]\nEpoch 0: |          | 7258/? [44:06<00:00,  2.74it/s]\nEpoch 0: |          | 7258/? [44:06<00:00,  2.74it/s]\nEpoch 0: |          | 7259/? [44:07<00:00,  2.74it/s]\nEpoch 0: |          | 7259/? [44:07<00:00,  2.74it/s]\nEpoch 0: |          | 7260/? [44:07<00:00,  2.74it/s]\nEpoch 0: |          | 7260/? [44:07<00:00,  2.74it/s]\nEpoch 0: |          | 7261/? [44:07<00:00,  2.74it/s]\nEpoch 0: |          | 7261/? [44:07<00:00,  2.74it/s]\nEpoch 0: |          | 7262/? [44:07<00:00,  2.74it/s]\nEpoch 0: |          | 7262/? [44:07<00:00,  2.74it/s]\nEpoch 0: |          | 7263/? [44:08<00:00,  2.74it/s]\nEpoch 0: |          | 7263/? [44:08<00:00,  2.74it/s]\nEpoch 0: |          | 7264/? [44:08<00:00,  2.74it/s]\nEpoch 0: |          | 7264/? [44:08<00:00,  2.74it/s]\nEpoch 0: |          | 7265/? [44:08<00:00,  2.74it/s]\nEpoch 0: |          | 7265/? [44:08<00:00,  2.74it/s]\nEpoch 0: |          | 7266/? [44:09<00:00,  2.74it/s]\nEpoch 0: |          | 7266/? [44:09<00:00,  2.74it/s]\nEpoch 0: |          | 7267/? [44:09<00:00,  2.74it/s]\nEpoch 0: |          | 7267/? [44:09<00:00,  2.74it/s]\nEpoch 0: |          | 7268/? [44:09<00:00,  2.74it/s]\nEpoch 0: |          | 7268/? [44:09<00:00,  2.74it/s]\nEpoch 0: |          | 7269/? [44:09<00:00,  2.74it/s]\nEpoch 0: |          | 7269/? [44:09<00:00,  2.74it/s]\nEpoch 0: |          | 7270/? [44:10<00:00,  2.74it/s]\nEpoch 0: |          | 7270/? [44:10<00:00,  2.74it/s]\nEpoch 0: |          | 7271/? [44:10<00:00,  2.74it/s]\nEpoch 0: |          | 7271/? [44:10<00:00,  2.74it/s]\nEpoch 0: |          | 7272/? [44:10<00:00,  2.74it/s]\nEpoch 0: |          | 7272/? [44:10<00:00,  2.74it/s]\nEpoch 0: |          | 7273/? [44:11<00:00,  2.74it/s]\nEpoch 0: |          | 7273/? [44:11<00:00,  2.74it/s]\nEpoch 0: |          | 7274/? [44:11<00:00,  2.74it/s]\nEpoch 0: |          | 7274/? [44:11<00:00,  2.74it/s]\nEpoch 0: |          | 7275/? [44:11<00:00,  2.74it/s]\nEpoch 0: |          | 7275/? [44:11<00:00,  2.74it/s]\nEpoch 0: |          | 7276/? [44:11<00:00,  2.74it/s]\nEpoch 0: |          | 7276/? [44:11<00:00,  2.74it/s]\nEpoch 0: |          | 7277/? [44:12<00:00,  2.74it/s]\nEpoch 0: |          | 7277/? [44:12<00:00,  2.74it/s]\nEpoch 0: |          | 7278/? [44:12<00:00,  2.74it/s]\nEpoch 0: |          | 7278/? [44:12<00:00,  2.74it/s]\nEpoch 0: |          | 7279/? [44:12<00:00,  2.74it/s]\nEpoch 0: |          | 7279/? [44:12<00:00,  2.74it/s]\nEpoch 0: |          | 7280/? [44:13<00:00,  2.74it/s]\nEpoch 0: |          | 7280/? [44:13<00:00,  2.74it/s]\nEpoch 0: |          | 7281/? [44:13<00:00,  2.74it/s]\nEpoch 0: |          | 7281/? [44:13<00:00,  2.74it/s]\nEpoch 0: |          | 7282/? [44:13<00:00,  2.74it/s]\nEpoch 0: |          | 7282/? [44:13<00:00,  2.74it/s]\nEpoch 0: |          | 7283/? [44:13<00:00,  2.74it/s]\nEpoch 0: |          | 7283/? [44:13<00:00,  2.74it/s]\nEpoch 0: |          | 7284/? [44:14<00:00,  2.74it/s]\nEpoch 0: |          | 7284/? [44:14<00:00,  2.74it/s]\nEpoch 0: |          | 7285/? [44:14<00:00,  2.74it/s]\nEpoch 0: |          | 7285/? [44:14<00:00,  2.74it/s]\nEpoch 0: |          | 7286/? [44:14<00:00,  2.74it/s]\nEpoch 0: |          | 7286/? [44:14<00:00,  2.74it/s]\nEpoch 0: |          | 7287/? [44:14<00:00,  2.74it/s]\nEpoch 0: |          | 7287/? [44:14<00:00,  2.74it/s]\nEpoch 0: |          | 7288/? [44:15<00:00,  2.74it/s]\nEpoch 0: |          | 7288/? [44:15<00:00,  2.74it/s]\nEpoch 0: |          | 7289/? [44:15<00:00,  2.74it/s]\nEpoch 0: |          | 7289/? [44:15<00:00,  2.74it/s]\nEpoch 0: |          | 7290/? [44:15<00:00,  2.74it/s]\nEpoch 0: |          | 7290/? [44:15<00:00,  2.74it/s]\nEpoch 0: |          | 7291/? [44:16<00:00,  2.74it/s]\nEpoch 0: |          | 7291/? [44:16<00:00,  2.74it/s]\nEpoch 0: |          | 7292/? [44:16<00:00,  2.75it/s]\nEpoch 0: |          | 7292/? [44:16<00:00,  2.75it/s]\nEpoch 0: |          | 7293/? [44:16<00:00,  2.75it/s]\nEpoch 0: |          | 7293/? [44:16<00:00,  2.75it/s]\nEpoch 0: |          | 7294/? [44:16<00:00,  2.75it/s]\nEpoch 0: |          | 7294/? [44:16<00:00,  2.75it/s]\nEpoch 0: |          | 7295/? [44:17<00:00,  2.75it/s]\nEpoch 0: |          | 7295/? [44:17<00:00,  2.75it/s]\nEpoch 0: |          | 7296/? [44:17<00:00,  2.75it/s]\nEpoch 0: |          | 7296/? [44:17<00:00,  2.75it/s]\nEpoch 0: |          | 7297/? [44:17<00:00,  2.75it/s]\nEpoch 0: |          | 7297/? [44:17<00:00,  2.75it/s]\nEpoch 0: |          | 7298/? [44:18<00:00,  2.75it/s]\nEpoch 0: |          | 7298/? [44:18<00:00,  2.75it/s]\nEpoch 0: |          | 7299/? [44:18<00:00,  2.75it/s]\nEpoch 0: |          | 7299/? [44:18<00:00,  2.75it/s]\nEpoch 0: |          | 7300/? [44:18<00:00,  2.75it/s]\nEpoch 0: |          | 7300/? [44:18<00:00,  2.75it/s]\nEpoch 0: |          | 7301/? [44:19<00:00,  2.75it/s]\nEpoch 0: |          | 7301/? [44:19<00:00,  2.75it/s]\nEpoch 0: |          | 7302/? [44:19<00:00,  2.75it/s]\nEpoch 0: |          | 7302/? [44:19<00:00,  2.75it/s]\nEpoch 0: |          | 7303/? [44:19<00:00,  2.75it/s]\nEpoch 0: |          | 7303/? [44:19<00:00,  2.75it/s]\nEpoch 0: |          | 7304/? [44:19<00:00,  2.75it/s]\nEpoch 0: |          | 7304/? [44:19<00:00,  2.75it/s]\nEpoch 0: |          | 7305/? [44:20<00:00,  2.75it/s]\nEpoch 0: |          | 7305/? [44:20<00:00,  2.75it/s]\nEpoch 0: |          | 7306/? [44:20<00:00,  2.75it/s]\nEpoch 0: |          | 7306/? [44:20<00:00,  2.75it/s]\nEpoch 0: |          | 7307/? [44:20<00:00,  2.75it/s]\nEpoch 0: |          | 7307/? [44:20<00:00,  2.75it/s]\nEpoch 0: |          | 7308/? [44:21<00:00,  2.75it/s]\nEpoch 0: |          | 7308/? [44:21<00:00,  2.75it/s]\nEpoch 0: |          | 7309/? [44:21<00:00,  2.75it/s]\nEpoch 0: |          | 7309/? [44:21<00:00,  2.75it/s]\nEpoch 0: |          | 7310/? [44:21<00:00,  2.75it/s]\nEpoch 0: |          | 7310/? [44:21<00:00,  2.75it/s]\nEpoch 0: |          | 7311/? [44:21<00:00,  2.75it/s]\nEpoch 0: |          | 7311/? [44:21<00:00,  2.75it/s]\nEpoch 0: |          | 7312/? [44:22<00:00,  2.75it/s]\nEpoch 0: |          | 7312/? [44:22<00:00,  2.75it/s]\nEpoch 0: |          | 7313/? [44:22<00:00,  2.75it/s]\nEpoch 0: |          | 7313/? [44:22<00:00,  2.75it/s]\nEpoch 0: |          | 7314/? [44:22<00:00,  2.75it/s]\nEpoch 0: |          | 7314/? [44:22<00:00,  2.75it/s]\nEpoch 0: |          | 7315/? [44:23<00:00,  2.75it/s]\nEpoch 0: |          | 7315/? [44:23<00:00,  2.75it/s]\nEpoch 0: |          | 7316/? [44:23<00:00,  2.75it/s]\nEpoch 0: |          | 7316/? [44:23<00:00,  2.75it/s]\nEpoch 0: |          | 7317/? [44:23<00:00,  2.75it/s]\nEpoch 0: |          | 7317/? [44:23<00:00,  2.75it/s]\nEpoch 0: |          | 7318/? [44:23<00:00,  2.75it/s]\nEpoch 0: |          | 7318/? [44:23<00:00,  2.75it/s]\nEpoch 0: |          | 7319/? [44:24<00:00,  2.75it/s]\nEpoch 0: |          | 7319/? [44:24<00:00,  2.75it/s]\nEpoch 0: |          | 7320/? [44:24<00:00,  2.75it/s]\nEpoch 0: |          | 7320/? [44:24<00:00,  2.75it/s]\nEpoch 0: |          | 7321/? [44:24<00:00,  2.75it/s]\nEpoch 0: |          | 7321/? [44:24<00:00,  2.75it/s]\nEpoch 0: |          | 7322/? [44:25<00:00,  2.75it/s]\nEpoch 0: |          | 7322/? [44:25<00:00,  2.75it/s]\nEpoch 0: |          | 7323/? [44:25<00:00,  2.75it/s]\nEpoch 0: |          | 7323/? [44:25<00:00,  2.75it/s]\nEpoch 0: |          | 7324/? [44:25<00:00,  2.75it/s]\nEpoch 0: |          | 7324/? [44:25<00:00,  2.75it/s]\nEpoch 0: |          | 7325/? [44:25<00:00,  2.75it/s]\nEpoch 0: |          | 7325/? [44:25<00:00,  2.75it/s]\nEpoch 0: |          | 7326/? [44:26<00:00,  2.75it/s]\nEpoch 0: |          | 7326/? [44:26<00:00,  2.75it/s]\nEpoch 0: |          | 7327/? [44:26<00:00,  2.75it/s]\nEpoch 0: |          | 7327/? [44:26<00:00,  2.75it/s]\nEpoch 0: |          | 7328/? [44:26<00:00,  2.75it/s]\nEpoch 0: |          | 7328/? [44:26<00:00,  2.75it/s]\nEpoch 0: |          | 7329/? [44:27<00:00,  2.75it/s]\nEpoch 0: |          | 7329/? [44:27<00:00,  2.75it/s]\nEpoch 0: |          | 7330/? [44:27<00:00,  2.75it/s]\nEpoch 0: |          | 7330/? [44:27<00:00,  2.75it/s]\nEpoch 0: |          | 7331/? [44:27<00:00,  2.75it/s]\nEpoch 0: |          | 7331/? [44:27<00:00,  2.75it/s]\nEpoch 0: |          | 7332/? [44:27<00:00,  2.75it/s]\nEpoch 0: |          | 7332/? [44:27<00:00,  2.75it/s]\nEpoch 0: |          | 7333/? [44:28<00:00,  2.75it/s]\nEpoch 0: |          | 7333/? [44:28<00:00,  2.75it/s]\nEpoch 0: |          | 7334/? [44:28<00:00,  2.75it/s]\nEpoch 0: |          | 7334/? [44:28<00:00,  2.75it/s]\nEpoch 0: |          | 7335/? [44:28<00:00,  2.75it/s]\nEpoch 0: |          | 7335/? [44:28<00:00,  2.75it/s]\nEpoch 0: |          | 7336/? [44:29<00:00,  2.75it/s]\nEpoch 0: |          | 7336/? [44:29<00:00,  2.75it/s]\nEpoch 0: |          | 7337/? [44:29<00:00,  2.75it/s]\nEpoch 0: |          | 7337/? [44:29<00:00,  2.75it/s]\nEpoch 0: |          | 7338/? [44:29<00:00,  2.75it/s]\nEpoch 0: |          | 7338/? [44:29<00:00,  2.75it/s]\nEpoch 0: |          | 7339/? [44:29<00:00,  2.75it/s]\nEpoch 0: |          | 7339/? [44:29<00:00,  2.75it/s]\nEpoch 0: |          | 7340/? [44:30<00:00,  2.75it/s]\nEpoch 0: |          | 7340/? [44:30<00:00,  2.75it/s]\nEpoch 0: |          | 7341/? [44:30<00:00,  2.75it/s]\nEpoch 0: |          | 7341/? [44:30<00:00,  2.75it/s]\nEpoch 0: |          | 7342/? [44:30<00:00,  2.75it/s]\nEpoch 0: |          | 7342/? [44:30<00:00,  2.75it/s]\nEpoch 0: |          | 7343/? [44:30<00:00,  2.75it/s]\nEpoch 0: |          | 7343/? [44:30<00:00,  2.75it/s]\nEpoch 0: |          | 7344/? [44:31<00:00,  2.75it/s]\nEpoch 0: |          | 7344/? [44:31<00:00,  2.75it/s]\nEpoch 0: |          | 7345/? [44:31<00:00,  2.75it/s]\nEpoch 0: |          | 7345/? [44:31<00:00,  2.75it/s]\nEpoch 0: |          | 7346/? [44:31<00:00,  2.75it/s]\nEpoch 0: |          | 7346/? [44:31<00:00,  2.75it/s]\nEpoch 0: |          | 7347/? [44:32<00:00,  2.75it/s]\nEpoch 0: |          | 7347/? [44:32<00:00,  2.75it/s]\nEpoch 0: |          | 7348/? [44:32<00:00,  2.75it/s]\nEpoch 0: |          | 7348/? [44:32<00:00,  2.75it/s]\nEpoch 0: |          | 7349/? [44:32<00:00,  2.75it/s]\nEpoch 0: |          | 7349/? [44:32<00:00,  2.75it/s]\nEpoch 0: |          | 7350/? [44:32<00:00,  2.75it/s]\nEpoch 0: |          | 7350/? [44:32<00:00,  2.75it/s]\nEpoch 0: |          | 7351/? [44:33<00:00,  2.75it/s]\nEpoch 0: |          | 7351/? [44:33<00:00,  2.75it/s]\nEpoch 0: |          | 7352/? [44:33<00:00,  2.75it/s]\nEpoch 0: |          | 7352/? [44:33<00:00,  2.75it/s]\nEpoch 0: |          | 7353/? [44:33<00:00,  2.75it/s]\nEpoch 0: |          | 7353/? [44:33<00:00,  2.75it/s]\nEpoch 0: |          | 7354/? [44:34<00:00,  2.75it/s]\nEpoch 0: |          | 7354/? [44:34<00:00,  2.75it/s]\nEpoch 0: |          | 7355/? [44:34<00:00,  2.75it/s]\nEpoch 0: |          | 7355/? [44:34<00:00,  2.75it/s]\nEpoch 0: |          | 7356/? [44:34<00:00,  2.75it/s]\nEpoch 0: |          | 7356/? [44:34<00:00,  2.75it/s]\nEpoch 0: |          | 7357/? [44:34<00:00,  2.75it/s]\nEpoch 0: |          | 7357/? [44:34<00:00,  2.75it/s]\nEpoch 0: |          | 7358/? [44:35<00:00,  2.75it/s]\nEpoch 0: |          | 7358/? [44:35<00:00,  2.75it/s]\nEpoch 0: |          | 7359/? [44:35<00:00,  2.75it/s]\nEpoch 0: |          | 7359/? [44:35<00:00,  2.75it/s]\nEpoch 0: |          | 7360/? [44:35<00:00,  2.75it/s]\nEpoch 0: |          | 7360/? [44:35<00:00,  2.75it/s]\nEpoch 0: |          | 7361/? [44:36<00:00,  2.75it/s]\nEpoch 0: |          | 7361/? [44:36<00:00,  2.75it/s]\nEpoch 0: |          | 7362/? [44:36<00:00,  2.75it/s]\nEpoch 0: |          | 7362/? [44:36<00:00,  2.75it/s]\nEpoch 0: |          | 7363/? [44:36<00:00,  2.75it/s]\nEpoch 0: |          | 7363/? [44:36<00:00,  2.75it/s]\nEpoch 0: |          | 7364/? [44:36<00:00,  2.75it/s]\nEpoch 0: |          | 7364/? [44:36<00:00,  2.75it/s]\nEpoch 0: |          | 7365/? [44:37<00:00,  2.75it/s]\nEpoch 0: |          | 7365/? [44:37<00:00,  2.75it/s]\nEpoch 0: |          | 7366/? [44:37<00:00,  2.75it/s]\nEpoch 0: |          | 7366/? [44:37<00:00,  2.75it/s]\nEpoch 0: |          | 7367/? [44:37<00:00,  2.75it/s]\nEpoch 0: |          | 7367/? [44:37<00:00,  2.75it/s]\nEpoch 0: |          | 7368/? [44:38<00:00,  2.75it/s]\nEpoch 0: |          | 7368/? [44:38<00:00,  2.75it/s]\nEpoch 0: |          | 7369/? [44:38<00:00,  2.75it/s]\nEpoch 0: |          | 7369/? [44:38<00:00,  2.75it/s]\nEpoch 0: |          | 7370/? [44:38<00:00,  2.75it/s]\nEpoch 0: |          | 7370/? [44:38<00:00,  2.75it/s]\nEpoch 0: |          | 7371/? [44:38<00:00,  2.75it/s]\nEpoch 0: |          | 7371/? [44:38<00:00,  2.75it/s]\nEpoch 0: |          | 7372/? [44:39<00:00,  2.75it/s]\nEpoch 0: |          | 7372/? [44:39<00:00,  2.75it/s]\nEpoch 0: |          | 7373/? [44:39<00:00,  2.75it/s]\nEpoch 0: |          | 7373/? [44:39<00:00,  2.75it/s]\nEpoch 0: |          | 7374/? [44:39<00:00,  2.75it/s]\nEpoch 0: |          | 7374/? [44:39<00:00,  2.75it/s]\nEpoch 0: |          | 7375/? [44:40<00:00,  2.75it/s]\nEpoch 0: |          | 7375/? [44:40<00:00,  2.75it/s]\nEpoch 0: |          | 7376/? [44:40<00:00,  2.75it/s]\nEpoch 0: |          | 7376/? [44:40<00:00,  2.75it/s]\nEpoch 0: |          | 7377/? [44:40<00:00,  2.75it/s]\nEpoch 0: |          | 7377/? [44:40<00:00,  2.75it/s]\nEpoch 0: |          | 7378/? [44:40<00:00,  2.75it/s]\nEpoch 0: |          | 7378/? [44:40<00:00,  2.75it/s]\nEpoch 0: |          | 7379/? [44:41<00:00,  2.75it/s]\nEpoch 0: |          | 7379/? [44:41<00:00,  2.75it/s]\nEpoch 0: |          | 7380/? [44:41<00:00,  2.75it/s]\nEpoch 0: |          | 7380/? [44:41<00:00,  2.75it/s]\nEpoch 0: |          | 7381/? [44:41<00:00,  2.75it/s]\nEpoch 0: |          | 7381/? [44:41<00:00,  2.75it/s]\nEpoch 0: |          | 7382/? [44:42<00:00,  2.75it/s]\nEpoch 0: |          | 7382/? [44:42<00:00,  2.75it/s]\nEpoch 0: |          | 7383/? [44:42<00:00,  2.75it/s]\nEpoch 0: |          | 7383/? [44:42<00:00,  2.75it/s]\nEpoch 0: |          | 7384/? [44:42<00:00,  2.75it/s]\nEpoch 0: |          | 7384/? [44:42<00:00,  2.75it/s]\nEpoch 0: |          | 7385/? [44:42<00:00,  2.75it/s]\nEpoch 0: |          | 7385/? [44:42<00:00,  2.75it/s]\nEpoch 0: |          | 7386/? [44:43<00:00,  2.75it/s]\nEpoch 0: |          | 7386/? [44:43<00:00,  2.75it/s]\nEpoch 0: |          | 7387/? [44:43<00:00,  2.75it/s]\nEpoch 0: |          | 7387/? [44:43<00:00,  2.75it/s]\nEpoch 0: |          | 7388/? [44:43<00:00,  2.75it/s]\nEpoch 0: |          | 7388/? [44:43<00:00,  2.75it/s]\nEpoch 0: |          | 7389/? [44:44<00:00,  2.75it/s]\nEpoch 0: |          | 7389/? [44:44<00:00,  2.75it/s]\nEpoch 0: |          | 7390/? [44:44<00:00,  2.75it/s]\nEpoch 0: |          | 7390/? [44:44<00:00,  2.75it/s]\nEpoch 0: |          | 7391/? [44:44<00:00,  2.75it/s]\nEpoch 0: |          | 7391/? [44:44<00:00,  2.75it/s]\nEpoch 0: |          | 7392/? [44:45<00:00,  2.75it/s]\nEpoch 0: |          | 7392/? [44:45<00:00,  2.75it/s]\nEpoch 0: |          | 7393/? [44:45<00:00,  2.75it/s]\nEpoch 0: |          | 7393/? [44:45<00:00,  2.75it/s]\nEpoch 0: |          | 7394/? [44:45<00:00,  2.75it/s]\nEpoch 0: |          | 7394/? [44:45<00:00,  2.75it/s]\nEpoch 0: |          | 7395/? [44:45<00:00,  2.75it/s]\nEpoch 0: |          | 7395/? [44:45<00:00,  2.75it/s]\nEpoch 0: |          | 7396/? [44:46<00:00,  2.75it/s]\nEpoch 0: |          | 7396/? [44:46<00:00,  2.75it/s]\nEpoch 0: |          | 7397/? [44:46<00:00,  2.75it/s]\nEpoch 0: |          | 7397/? [44:46<00:00,  2.75it/s]\nEpoch 0: |          | 7398/? [44:46<00:00,  2.75it/s]\nEpoch 0: |          | 7398/? [44:46<00:00,  2.75it/s]\nEpoch 0: |          | 7399/? [44:47<00:00,  2.75it/s]\nEpoch 0: |          | 7399/? [44:47<00:00,  2.75it/s]\nEpoch 0: |          | 7400/? [44:47<00:00,  2.75it/s]\nEpoch 0: |          | 7400/? [44:47<00:00,  2.75it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.97it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.48it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.36it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.05it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 7400/? [44:47<00:00,  2.75it/s]\nEpoch 0: |          | 7401/? [44:47<00:00,  2.75it/s]\nEpoch 0: |          | 7401/? [44:47<00:00,  2.75it/s]\nEpoch 0: |          | 7402/? [44:48<00:00,  2.75it/s]\nEpoch 0: |          | 7402/? [44:48<00:00,  2.75it/s]\nEpoch 0: |          | 7403/? [44:48<00:00,  2.75it/s]\nEpoch 0: |          | 7403/? [44:48<00:00,  2.75it/s]\nEpoch 0: |          | 7404/? [44:48<00:00,  2.75it/s]\nEpoch 0: |          | 7404/? [44:48<00:00,  2.75it/s]\nEpoch 0: |          | 7405/? [44:49<00:00,  2.75it/s]\nEpoch 0: |          | 7405/? [44:49<00:00,  2.75it/s]\nEpoch 0: |          | 7406/? [44:49<00:00,  2.75it/s]\nEpoch 0: |          | 7406/? [44:49<00:00,  2.75it/s]\nEpoch 0: |          | 7407/? [44:49<00:00,  2.75it/s]\nEpoch 0: |          | 7407/? [44:49<00:00,  2.75it/s]\nEpoch 0: |          | 7408/? [44:49<00:00,  2.75it/s]\nEpoch 0: |          | 7408/? [44:49<00:00,  2.75it/s]\nEpoch 0: |          | 7409/? [44:50<00:00,  2.75it/s]\nEpoch 0: |          | 7409/? [44:50<00:00,  2.75it/s]\nEpoch 0: |          | 7410/? [44:50<00:00,  2.75it/s]\nEpoch 0: |          | 7410/? [44:50<00:00,  2.75it/s]\nEpoch 0: |          | 7411/? [44:50<00:00,  2.75it/s]\nEpoch 0: |          | 7411/? [44:50<00:00,  2.75it/s]\nEpoch 0: |          | 7412/? [44:51<00:00,  2.75it/s]\nEpoch 0: |          | 7412/? [44:51<00:00,  2.75it/s]\nEpoch 0: |          | 7413/? [44:51<00:00,  2.75it/s]\nEpoch 0: |          | 7413/? [44:51<00:00,  2.75it/s]\nEpoch 0: |          | 7414/? [44:51<00:00,  2.75it/s]\nEpoch 0: |          | 7414/? [44:51<00:00,  2.75it/s]\nEpoch 0: |          | 7415/? [44:51<00:00,  2.75it/s]\nEpoch 0: |          | 7415/? [44:51<00:00,  2.75it/s]\nEpoch 0: |          | 7416/? [44:52<00:00,  2.75it/s]\nEpoch 0: |          | 7416/? [44:52<00:00,  2.75it/s]\nEpoch 0: |          | 7417/? [44:52<00:00,  2.75it/s]\nEpoch 0: |          | 7417/? [44:52<00:00,  2.75it/s]\nEpoch 0: |          | 7418/? [44:52<00:00,  2.75it/s]\nEpoch 0: |          | 7418/? [44:52<00:00,  2.75it/s]\nEpoch 0: |          | 7419/? [44:53<00:00,  2.75it/s]\nEpoch 0: |          | 7419/? [44:53<00:00,  2.75it/s]\nEpoch 0: |          | 7420/? [44:53<00:00,  2.75it/s]\nEpoch 0: |          | 7420/? [44:53<00:00,  2.75it/s]\nEpoch 0: |          | 7421/? [44:53<00:00,  2.76it/s]\nEpoch 0: |          | 7421/? [44:53<00:00,  2.76it/s]\nEpoch 0: |          | 7422/? [44:53<00:00,  2.76it/s]\nEpoch 0: |          | 7422/? [44:53<00:00,  2.76it/s]\nEpoch 0: |          | 7423/? [44:54<00:00,  2.76it/s]\nEpoch 0: |          | 7423/? [44:54<00:00,  2.76it/s]\nEpoch 0: |          | 7424/? [44:54<00:00,  2.76it/s]\nEpoch 0: |          | 7424/? [44:54<00:00,  2.76it/s]\nEpoch 0: |          | 7425/? [44:54<00:00,  2.76it/s]\nEpoch 0: |          | 7425/? [44:54<00:00,  2.76it/s]\nEpoch 0: |          | 7426/? [44:54<00:00,  2.76it/s]\nEpoch 0: |          | 7426/? [44:54<00:00,  2.76it/s]\nEpoch 0: |          | 7427/? [44:55<00:00,  2.76it/s]\nEpoch 0: |          | 7427/? [44:55<00:00,  2.76it/s]\nEpoch 0: |          | 7428/? [44:55<00:00,  2.76it/s]\nEpoch 0: |          | 7428/? [44:55<00:00,  2.76it/s]\nEpoch 0: |          | 7429/? [44:55<00:00,  2.76it/s]\nEpoch 0: |          | 7429/? [44:55<00:00,  2.76it/s]\nEpoch 0: |          | 7430/? [44:56<00:00,  2.76it/s]\nEpoch 0: |          | 7430/? [44:56<00:00,  2.76it/s]\nEpoch 0: |          | 7431/? [44:56<00:00,  2.76it/s]\nEpoch 0: |          | 7431/? [44:56<00:00,  2.76it/s]\nEpoch 0: |          | 7432/? [44:56<00:00,  2.76it/s]\nEpoch 0: |          | 7432/? [44:56<00:00,  2.76it/s]\nEpoch 0: |          | 7433/? [44:57<00:00,  2.76it/s]\nEpoch 0: |          | 7433/? [44:57<00:00,  2.76it/s]\nEpoch 0: |          | 7434/? [44:57<00:00,  2.76it/s]\nEpoch 0: |          | 7434/? [44:57<00:00,  2.76it/s]\nEpoch 0: |          | 7435/? [44:57<00:00,  2.76it/s]\nEpoch 0: |          | 7435/? [44:57<00:00,  2.76it/s]\nEpoch 0: |          | 7436/? [44:57<00:00,  2.76it/s]\nEpoch 0: |          | 7436/? [44:57<00:00,  2.76it/s]\nEpoch 0: |          | 7437/? [44:58<00:00,  2.76it/s]\nEpoch 0: |          | 7437/? [44:58<00:00,  2.76it/s]\nEpoch 0: |          | 7438/? [44:58<00:00,  2.76it/s]\nEpoch 0: |          | 7438/? [44:58<00:00,  2.76it/s]\nEpoch 0: |          | 7439/? [44:58<00:00,  2.76it/s]\nEpoch 0: |          | 7439/? [44:58<00:00,  2.76it/s]\nEpoch 0: |          | 7440/? [44:59<00:00,  2.76it/s]\nEpoch 0: |          | 7440/? [44:59<00:00,  2.76it/s]\nEpoch 0: |          | 7441/? [44:59<00:00,  2.76it/s]\nEpoch 0: |          | 7441/? [44:59<00:00,  2.76it/s]\nEpoch 0: |          | 7442/? [44:59<00:00,  2.76it/s]\nEpoch 0: |          | 7442/? [44:59<00:00,  2.76it/s]\nEpoch 0: |          | 7443/? [44:59<00:00,  2.76it/s]\nEpoch 0: |          | 7443/? [44:59<00:00,  2.76it/s]\nEpoch 0: |          | 7444/? [45:00<00:00,  2.76it/s]\nEpoch 0: |          | 7444/? [45:00<00:00,  2.76it/s]\nEpoch 0: |          | 7445/? [45:00<00:00,  2.76it/s]\nEpoch 0: |          | 7445/? [45:00<00:00,  2.76it/s]\nEpoch 0: |          | 7446/? [45:00<00:00,  2.76it/s]\nEpoch 0: |          | 7446/? [45:00<00:00,  2.76it/s]\nEpoch 0: |          | 7447/? [45:01<00:00,  2.76it/s]\nEpoch 0: |          | 7447/? [45:01<00:00,  2.76it/s]\nEpoch 0: |          | 7448/? [45:01<00:00,  2.76it/s]\nEpoch 0: |          | 7448/? [45:01<00:00,  2.76it/s]\nEpoch 0: |          | 7449/? [45:01<00:00,  2.76it/s]\nEpoch 0: |          | 7449/? [45:01<00:00,  2.76it/s]\nEpoch 0: |          | 7450/? [45:01<00:00,  2.76it/s]\nEpoch 0: |          | 7450/? [45:01<00:00,  2.76it/s]\nEpoch 0: |          | 7451/? [45:02<00:00,  2.76it/s]\nEpoch 0: |          | 7451/? [45:02<00:00,  2.76it/s]\nEpoch 0: |          | 7452/? [45:02<00:00,  2.76it/s]\nEpoch 0: |          | 7452/? [45:02<00:00,  2.76it/s]\nEpoch 0: |          | 7453/? [45:02<00:00,  2.76it/s]\nEpoch 0: |          | 7453/? [45:02<00:00,  2.76it/s]\nEpoch 0: |          | 7454/? [45:03<00:00,  2.76it/s]\nEpoch 0: |          | 7454/? [45:03<00:00,  2.76it/s]\nEpoch 0: |          | 7455/? [45:03<00:00,  2.76it/s]\nEpoch 0: |          | 7455/? [45:03<00:00,  2.76it/s]\nEpoch 0: |          | 7456/? [45:03<00:00,  2.76it/s]\nEpoch 0: |          | 7456/? [45:03<00:00,  2.76it/s]\nEpoch 0: |          | 7457/? [45:03<00:00,  2.76it/s]\nEpoch 0: |          | 7457/? [45:03<00:00,  2.76it/s]\nEpoch 0: |          | 7458/? [45:04<00:00,  2.76it/s]\nEpoch 0: |          | 7458/? [45:04<00:00,  2.76it/s]\nEpoch 0: |          | 7459/? [45:04<00:00,  2.76it/s]\nEpoch 0: |          | 7459/? [45:04<00:00,  2.76it/s]\nEpoch 0: |          | 7460/? [45:04<00:00,  2.76it/s]\nEpoch 0: |          | 7460/? [45:04<00:00,  2.76it/s]\nEpoch 0: |          | 7461/? [45:05<00:00,  2.76it/s]\nEpoch 0: |          | 7461/? [45:05<00:00,  2.76it/s]\nEpoch 0: |          | 7462/? [45:05<00:00,  2.76it/s]\nEpoch 0: |          | 7462/? [45:05<00:00,  2.76it/s]\nEpoch 0: |          | 7463/? [45:05<00:00,  2.76it/s]\nEpoch 0: |          | 7463/? [45:05<00:00,  2.76it/s]\nEpoch 0: |          | 7464/? [45:05<00:00,  2.76it/s]\nEpoch 0: |          | 7464/? [45:05<00:00,  2.76it/s]\nEpoch 0: |          | 7465/? [45:06<00:00,  2.76it/s]\nEpoch 0: |          | 7465/? [45:06<00:00,  2.76it/s]\nEpoch 0: |          | 7466/? [45:06<00:00,  2.76it/s]\nEpoch 0: |          | 7466/? [45:06<00:00,  2.76it/s]\nEpoch 0: |          | 7467/? [45:06<00:00,  2.76it/s]\nEpoch 0: |          | 7467/? [45:06<00:00,  2.76it/s]\nEpoch 0: |          | 7468/? [45:07<00:00,  2.76it/s]\nEpoch 0: |          | 7468/? [45:07<00:00,  2.76it/s]\nEpoch 0: |          | 7469/? [45:07<00:00,  2.76it/s]\nEpoch 0: |          | 7469/? [45:07<00:00,  2.76it/s]\nEpoch 0: |          | 7470/? [45:07<00:00,  2.76it/s]\nEpoch 0: |          | 7470/? [45:07<00:00,  2.76it/s]\nEpoch 0: |          | 7471/? [45:07<00:00,  2.76it/s]\nEpoch 0: |          | 7471/? [45:07<00:00,  2.76it/s]\nEpoch 0: |          | 7472/? [45:08<00:00,  2.76it/s]\nEpoch 0: |          | 7472/? [45:08<00:00,  2.76it/s]\nEpoch 0: |          | 7473/? [45:08<00:00,  2.76it/s]\nEpoch 0: |          | 7473/? [45:08<00:00,  2.76it/s]\nEpoch 0: |          | 7474/? [45:08<00:00,  2.76it/s]\nEpoch 0: |          | 7474/? [45:08<00:00,  2.76it/s]\nEpoch 0: |          | 7475/? [45:09<00:00,  2.76it/s]\nEpoch 0: |          | 7475/? [45:09<00:00,  2.76it/s]\nEpoch 0: |          | 7476/? [45:09<00:00,  2.76it/s]\nEpoch 0: |          | 7476/? [45:09<00:00,  2.76it/s]\nEpoch 0: |          | 7477/? [45:09<00:00,  2.76it/s]\nEpoch 0: |          | 7477/? [45:09<00:00,  2.76it/s]\nEpoch 0: |          | 7478/? [45:09<00:00,  2.76it/s]\nEpoch 0: |          | 7478/? [45:09<00:00,  2.76it/s]\nEpoch 0: |          | 7479/? [45:10<00:00,  2.76it/s]\nEpoch 0: |          | 7479/? [45:10<00:00,  2.76it/s]\nEpoch 0: |          | 7480/? [45:10<00:00,  2.76it/s]\nEpoch 0: |          | 7480/? [45:10<00:00,  2.76it/s]\nEpoch 0: |          | 7481/? [45:10<00:00,  2.76it/s]\nEpoch 0: |          | 7481/? [45:10<00:00,  2.76it/s]\nEpoch 0: |          | 7482/? [45:11<00:00,  2.76it/s]\nEpoch 0: |          | 7482/? [45:11<00:00,  2.76it/s]\nEpoch 0: |          | 7483/? [45:11<00:00,  2.76it/s]\nEpoch 0: |          | 7483/? [45:11<00:00,  2.76it/s]\nEpoch 0: |          | 7484/? [45:11<00:00,  2.76it/s]\nEpoch 0: |          | 7484/? [45:11<00:00,  2.76it/s]\nEpoch 0: |          | 7485/? [45:11<00:00,  2.76it/s]\nEpoch 0: |          | 7485/? [45:11<00:00,  2.76it/s]\nEpoch 0: |          | 7486/? [45:12<00:00,  2.76it/s]\nEpoch 0: |          | 7486/? [45:12<00:00,  2.76it/s]\nEpoch 0: |          | 7487/? [45:12<00:00,  2.76it/s]\nEpoch 0: |          | 7487/? [45:12<00:00,  2.76it/s]\nEpoch 0: |          | 7488/? [45:12<00:00,  2.76it/s]\nEpoch 0: |          | 7488/? [45:12<00:00,  2.76it/s]\nEpoch 0: |          | 7489/? [45:13<00:00,  2.76it/s]\nEpoch 0: |          | 7489/? [45:13<00:00,  2.76it/s]\nEpoch 0: |          | 7490/? [45:13<00:00,  2.76it/s]\nEpoch 0: |          | 7490/? [45:13<00:00,  2.76it/s]\nEpoch 0: |          | 7491/? [45:13<00:00,  2.76it/s]\nEpoch 0: |          | 7491/? [45:13<00:00,  2.76it/s]\nEpoch 0: |          | 7492/? [45:13<00:00,  2.76it/s]\nEpoch 0: |          | 7492/? [45:13<00:00,  2.76it/s]\nEpoch 0: |          | 7493/? [45:14<00:00,  2.76it/s]\nEpoch 0: |          | 7493/? [45:14<00:00,  2.76it/s]\nEpoch 0: |          | 7494/? [45:14<00:00,  2.76it/s]\nEpoch 0: |          | 7494/? [45:14<00:00,  2.76it/s]\nEpoch 0: |          | 7495/? [45:14<00:00,  2.76it/s]\nEpoch 0: |          | 7495/? [45:14<00:00,  2.76it/s]\nEpoch 0: |          | 7496/? [45:14<00:00,  2.76it/s]\nEpoch 0: |          | 7496/? [45:14<00:00,  2.76it/s]\nEpoch 0: |          | 7497/? [45:15<00:00,  2.76it/s]\nEpoch 0: |          | 7497/? [45:15<00:00,  2.76it/s]\nEpoch 0: |          | 7498/? [45:15<00:00,  2.76it/s]\nEpoch 0: |          | 7498/? [45:15<00:00,  2.76it/s]\nEpoch 0: |          | 7499/? [45:15<00:00,  2.76it/s]\nEpoch 0: |          | 7499/? [45:15<00:00,  2.76it/s]\nEpoch 0: |          | 7500/? [45:16<00:00,  2.76it/s]\nEpoch 0: |          | 7500/? [45:16<00:00,  2.76it/s]\nEpoch 0: |          | 7501/? [45:16<00:00,  2.76it/s]\nEpoch 0: |          | 7501/? [45:16<00:00,  2.76it/s]\nEpoch 0: |          | 7502/? [45:16<00:00,  2.76it/s]\nEpoch 0: |          | 7502/? [45:16<00:00,  2.76it/s]\nEpoch 0: |          | 7503/? [45:16<00:00,  2.76it/s]\nEpoch 0: |          | 7503/? [45:16<00:00,  2.76it/s]\nEpoch 0: |          | 7504/? [45:17<00:00,  2.76it/s]\nEpoch 0: |          | 7504/? [45:17<00:00,  2.76it/s]\nEpoch 0: |          | 7505/? [45:17<00:00,  2.76it/s]\nEpoch 0: |          | 7505/? [45:17<00:00,  2.76it/s]\nEpoch 0: |          | 7506/? [45:17<00:00,  2.76it/s]\nEpoch 0: |          | 7506/? [45:17<00:00,  2.76it/s]\nEpoch 0: |          | 7507/? [45:18<00:00,  2.76it/s]\nEpoch 0: |          | 7507/? [45:18<00:00,  2.76it/s]\nEpoch 0: |          | 7508/? [45:18<00:00,  2.76it/s]\nEpoch 0: |          | 7508/? [45:18<00:00,  2.76it/s]\nEpoch 0: |          | 7509/? [45:18<00:00,  2.76it/s]\nEpoch 0: |          | 7509/? [45:18<00:00,  2.76it/s]\nEpoch 0: |          | 7510/? [45:18<00:00,  2.76it/s]\nEpoch 0: |          | 7510/? [45:18<00:00,  2.76it/s]\nEpoch 0: |          | 7511/? [45:19<00:00,  2.76it/s]\nEpoch 0: |          | 7511/? [45:19<00:00,  2.76it/s]\nEpoch 0: |          | 7512/? [45:19<00:00,  2.76it/s]\nEpoch 0: |          | 7512/? [45:19<00:00,  2.76it/s]\nEpoch 0: |          | 7513/? [45:19<00:00,  2.76it/s]\nEpoch 0: |          | 7513/? [45:19<00:00,  2.76it/s]\nEpoch 0: |          | 7514/? [45:20<00:00,  2.76it/s]\nEpoch 0: |          | 7514/? [45:20<00:00,  2.76it/s]\nEpoch 0: |          | 7515/? [45:20<00:00,  2.76it/s]\nEpoch 0: |          | 7515/? [45:20<00:00,  2.76it/s]\nEpoch 0: |          | 7516/? [45:20<00:00,  2.76it/s]\nEpoch 0: |          | 7516/? [45:20<00:00,  2.76it/s]\nEpoch 0: |          | 7517/? [45:20<00:00,  2.76it/s]\nEpoch 0: |          | 7517/? [45:20<00:00,  2.76it/s]\nEpoch 0: |          | 7518/? [45:21<00:00,  2.76it/s]\nEpoch 0: |          | 7518/? [45:21<00:00,  2.76it/s]\nEpoch 0: |          | 7519/? [45:21<00:00,  2.76it/s]\nEpoch 0: |          | 7519/? [45:21<00:00,  2.76it/s]\nEpoch 0: |          | 7520/? [45:21<00:00,  2.76it/s]\nEpoch 0: |          | 7520/? [45:21<00:00,  2.76it/s]\nEpoch 0: |          | 7521/? [45:22<00:00,  2.76it/s]\nEpoch 0: |          | 7521/? [45:22<00:00,  2.76it/s]\nEpoch 0: |          | 7522/? [45:22<00:00,  2.76it/s]\nEpoch 0: |          | 7522/? [45:22<00:00,  2.76it/s]\nEpoch 0: |          | 7523/? [45:22<00:00,  2.76it/s]\nEpoch 0: |          | 7523/? [45:22<00:00,  2.76it/s]\nEpoch 0: |          | 7524/? [45:22<00:00,  2.76it/s]\nEpoch 0: |          | 7524/? [45:22<00:00,  2.76it/s]\nEpoch 0: |          | 7525/? [45:23<00:00,  2.76it/s]\nEpoch 0: |          | 7525/? [45:23<00:00,  2.76it/s]\nEpoch 0: |          | 7526/? [45:23<00:00,  2.76it/s]\nEpoch 0: |          | 7526/? [45:23<00:00,  2.76it/s]\nEpoch 0: |          | 7527/? [45:23<00:00,  2.76it/s]\nEpoch 0: |          | 7527/? [45:23<00:00,  2.76it/s]\nEpoch 0: |          | 7528/? [45:23<00:00,  2.76it/s]\nEpoch 0: |          | 7528/? [45:23<00:00,  2.76it/s]\nEpoch 0: |          | 7529/? [45:24<00:00,  2.76it/s]\nEpoch 0: |          | 7529/? [45:24<00:00,  2.76it/s]\nEpoch 0: |          | 7530/? [45:24<00:00,  2.76it/s]\nEpoch 0: |          | 7530/? [45:24<00:00,  2.76it/s]\nEpoch 0: |          | 7531/? [45:24<00:00,  2.76it/s]\nEpoch 0: |          | 7531/? [45:24<00:00,  2.76it/s]\nEpoch 0: |          | 7532/? [45:25<00:00,  2.76it/s]\nEpoch 0: |          | 7532/? [45:25<00:00,  2.76it/s]\nEpoch 0: |          | 7533/? [45:25<00:00,  2.76it/s]\nEpoch 0: |          | 7533/? [45:25<00:00,  2.76it/s]\nEpoch 0: |          | 7534/? [45:25<00:00,  2.76it/s]\nEpoch 0: |          | 7534/? [45:25<00:00,  2.76it/s]\nEpoch 0: |          | 7535/? [45:25<00:00,  2.76it/s]\nEpoch 0: |          | 7535/? [45:25<00:00,  2.76it/s]\nEpoch 0: |          | 7536/? [45:26<00:00,  2.76it/s]\nEpoch 0: |          | 7536/? [45:26<00:00,  2.76it/s]\nEpoch 0: |          | 7537/? [45:26<00:00,  2.76it/s]\nEpoch 0: |          | 7537/? [45:26<00:00,  2.76it/s]\nEpoch 0: |          | 7538/? [45:26<00:00,  2.76it/s]\nEpoch 0: |          | 7538/? [45:26<00:00,  2.76it/s]\nEpoch 0: |          | 7539/? [45:27<00:00,  2.76it/s]\nEpoch 0: |          | 7539/? [45:27<00:00,  2.76it/s]\nEpoch 0: |          | 7540/? [45:27<00:00,  2.76it/s]\nEpoch 0: |          | 7540/? [45:27<00:00,  2.76it/s]\nEpoch 0: |          | 7541/? [45:27<00:00,  2.76it/s]\nEpoch 0: |          | 7541/? [45:27<00:00,  2.76it/s]\nEpoch 0: |          | 7542/? [45:27<00:00,  2.76it/s]\nEpoch 0: |          | 7542/? [45:27<00:00,  2.76it/s]\nEpoch 0: |          | 7543/? [45:28<00:00,  2.76it/s]\nEpoch 0: |          | 7543/? [45:28<00:00,  2.76it/s]\nEpoch 0: |          | 7544/? [45:28<00:00,  2.76it/s]\nEpoch 0: |          | 7544/? [45:28<00:00,  2.76it/s]\nEpoch 0: |          | 7545/? [45:28<00:00,  2.76it/s]\nEpoch 0: |          | 7545/? [45:28<00:00,  2.76it/s]\nEpoch 0: |          | 7546/? [45:29<00:00,  2.76it/s]\nEpoch 0: |          | 7546/? [45:29<00:00,  2.76it/s]\nEpoch 0: |          | 7547/? [45:29<00:00,  2.77it/s]\nEpoch 0: |          | 7547/? [45:29<00:00,  2.77it/s]\nEpoch 0: |          | 7548/? [45:29<00:00,  2.77it/s]\nEpoch 0: |          | 7548/? [45:29<00:00,  2.77it/s]\nEpoch 0: |          | 7549/? [45:29<00:00,  2.77it/s]\nEpoch 0: |          | 7549/? [45:29<00:00,  2.77it/s]\nEpoch 0: |          | 7550/? [45:30<00:00,  2.77it/s]\nEpoch 0: |          | 7550/? [45:30<00:00,  2.77it/s]\nEpoch 0: |          | 7551/? [45:30<00:00,  2.77it/s]\nEpoch 0: |          | 7551/? [45:30<00:00,  2.77it/s]\nEpoch 0: |          | 7552/? [45:30<00:00,  2.77it/s]\nEpoch 0: |          | 7552/? [45:30<00:00,  2.77it/s]\nEpoch 0: |          | 7553/? [45:31<00:00,  2.77it/s]\nEpoch 0: |          | 7553/? [45:31<00:00,  2.77it/s]\nEpoch 0: |          | 7554/? [45:31<00:00,  2.77it/s]\nEpoch 0: |          | 7554/? [45:31<00:00,  2.77it/s]\nEpoch 0: |          | 7555/? [45:31<00:00,  2.77it/s]\nEpoch 0: |          | 7555/? [45:31<00:00,  2.77it/s]\nEpoch 0: |          | 7556/? [45:31<00:00,  2.77it/s]\nEpoch 0: |          | 7556/? [45:31<00:00,  2.77it/s]\nEpoch 0: |          | 7557/? [45:32<00:00,  2.77it/s]\nEpoch 0: |          | 7557/? [45:32<00:00,  2.77it/s]\nEpoch 0: |          | 7558/? [45:32<00:00,  2.77it/s]\nEpoch 0: |          | 7558/? [45:32<00:00,  2.77it/s]\nEpoch 0: |          | 7559/? [45:32<00:00,  2.77it/s]\nEpoch 0: |          | 7559/? [45:32<00:00,  2.77it/s]\nEpoch 0: |          | 7560/? [45:33<00:00,  2.77it/s]\nEpoch 0: |          | 7560/? [45:33<00:00,  2.77it/s]\nEpoch 0: |          | 7561/? [45:33<00:00,  2.77it/s]\nEpoch 0: |          | 7561/? [45:33<00:00,  2.77it/s]\nEpoch 0: |          | 7562/? [45:33<00:00,  2.77it/s]\nEpoch 0: |          | 7562/? [45:33<00:00,  2.77it/s]\nEpoch 0: |          | 7563/? [45:33<00:00,  2.77it/s]\nEpoch 0: |          | 7563/? [45:33<00:00,  2.77it/s]\nEpoch 0: |          | 7564/? [45:34<00:00,  2.77it/s]\nEpoch 0: |          | 7564/? [45:34<00:00,  2.77it/s]\nEpoch 0: |          | 7565/? [45:34<00:00,  2.77it/s]\nEpoch 0: |          | 7565/? [45:34<00:00,  2.77it/s]\nEpoch 0: |          | 7566/? [45:34<00:00,  2.77it/s]\nEpoch 0: |          | 7566/? [45:34<00:00,  2.77it/s]\nEpoch 0: |          | 7567/? [45:35<00:00,  2.77it/s]\nEpoch 0: |          | 7567/? [45:35<00:00,  2.77it/s]\nEpoch 0: |          | 7568/? [45:35<00:00,  2.77it/s]\nEpoch 0: |          | 7568/? [45:35<00:00,  2.77it/s]\nEpoch 0: |          | 7569/? [45:35<00:00,  2.77it/s]\nEpoch 0: |          | 7569/? [45:35<00:00,  2.77it/s]\nEpoch 0: |          | 7570/? [45:36<00:00,  2.77it/s]\nEpoch 0: |          | 7570/? [45:36<00:00,  2.77it/s]\nEpoch 0: |          | 7571/? [45:36<00:00,  2.77it/s]\nEpoch 0: |          | 7571/? [45:36<00:00,  2.77it/s]\nEpoch 0: |          | 7572/? [45:36<00:00,  2.77it/s]\nEpoch 0: |          | 7572/? [45:36<00:00,  2.77it/s]\nEpoch 0: |          | 7573/? [45:36<00:00,  2.77it/s]\nEpoch 0: |          | 7573/? [45:36<00:00,  2.77it/s]\nEpoch 0: |          | 7574/? [45:37<00:00,  2.77it/s]\nEpoch 0: |          | 7574/? [45:37<00:00,  2.77it/s]\nEpoch 0: |          | 7575/? [45:37<00:00,  2.77it/s]\nEpoch 0: |          | 7575/? [45:37<00:00,  2.77it/s]\nEpoch 0: |          | 7576/? [45:37<00:00,  2.77it/s]\nEpoch 0: |          | 7576/? [45:37<00:00,  2.77it/s]\nEpoch 0: |          | 7577/? [45:37<00:00,  2.77it/s]\nEpoch 0: |          | 7577/? [45:37<00:00,  2.77it/s]\nEpoch 0: |          | 7578/? [45:38<00:00,  2.77it/s]\nEpoch 0: |          | 7578/? [45:38<00:00,  2.77it/s]\nEpoch 0: |          | 7579/? [45:38<00:00,  2.77it/s]\nEpoch 0: |          | 7579/? [45:38<00:00,  2.77it/s]\nEpoch 0: |          | 7580/? [45:38<00:00,  2.77it/s]\nEpoch 0: |          | 7580/? [45:38<00:00,  2.77it/s]\nEpoch 0: |          | 7581/? [45:39<00:00,  2.77it/s]\nEpoch 0: |          | 7581/? [45:39<00:00,  2.77it/s]\nEpoch 0: |          | 7582/? [45:39<00:00,  2.77it/s]\nEpoch 0: |          | 7582/? [45:39<00:00,  2.77it/s]\nEpoch 0: |          | 7583/? [45:39<00:00,  2.77it/s]\nEpoch 0: |          | 7583/? [45:39<00:00,  2.77it/s]\nEpoch 0: |          | 7584/? [45:39<00:00,  2.77it/s]\nEpoch 0: |          | 7584/? [45:39<00:00,  2.77it/s]\nEpoch 0: |          | 7585/? [45:40<00:00,  2.77it/s]\nEpoch 0: |          | 7585/? [45:40<00:00,  2.77it/s]\nEpoch 0: |          | 7586/? [45:40<00:00,  2.77it/s]\nEpoch 0: |          | 7586/? [45:40<00:00,  2.77it/s]\nEpoch 0: |          | 7587/? [45:40<00:00,  2.77it/s]\nEpoch 0: |          | 7587/? [45:40<00:00,  2.77it/s]\nEpoch 0: |          | 7588/? [45:41<00:00,  2.77it/s]\nEpoch 0: |          | 7588/? [45:41<00:00,  2.77it/s]\nEpoch 0: |          | 7589/? [45:41<00:00,  2.77it/s]\nEpoch 0: |          | 7589/? [45:41<00:00,  2.77it/s]\nEpoch 0: |          | 7590/? [45:41<00:00,  2.77it/s]\nEpoch 0: |          | 7590/? [45:41<00:00,  2.77it/s]\nEpoch 0: |          | 7591/? [45:41<00:00,  2.77it/s]\nEpoch 0: |          | 7591/? [45:41<00:00,  2.77it/s]\nEpoch 0: |          | 7592/? [45:42<00:00,  2.77it/s]\nEpoch 0: |          | 7592/? [45:42<00:00,  2.77it/s]\nEpoch 0: |          | 7593/? [45:42<00:00,  2.77it/s]\nEpoch 0: |          | 7593/? [45:42<00:00,  2.77it/s]\nEpoch 0: |          | 7594/? [45:42<00:00,  2.77it/s]\nEpoch 0: |          | 7594/? [45:42<00:00,  2.77it/s]\nEpoch 0: |          | 7595/? [45:43<00:00,  2.77it/s]\nEpoch 0: |          | 7595/? [45:43<00:00,  2.77it/s]\nEpoch 0: |          | 7596/? [45:43<00:00,  2.77it/s]\nEpoch 0: |          | 7596/? [45:43<00:00,  2.77it/s]\nEpoch 0: |          | 7597/? [45:43<00:00,  2.77it/s]\nEpoch 0: |          | 7597/? [45:43<00:00,  2.77it/s]\nEpoch 0: |          | 7598/? [45:43<00:00,  2.77it/s]\nEpoch 0: |          | 7598/? [45:43<00:00,  2.77it/s]\nEpoch 0: |          | 7599/? [45:44<00:00,  2.77it/s]\nEpoch 0: |          | 7599/? [45:44<00:00,  2.77it/s]\nEpoch 0: |          | 7600/? [45:44<00:00,  2.77it/s]\nEpoch 0: |          | 7600/? [45:44<00:00,  2.77it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.67it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.47it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.37it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.03it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 7600/? [45:44<00:00,  2.77it/s]\nEpoch 0: |          | 7601/? [45:45<00:00,  2.77it/s]\nEpoch 0: |          | 7601/? [45:45<00:00,  2.77it/s]\nEpoch 0: |          | 7602/? [45:45<00:00,  2.77it/s]\nEpoch 0: |          | 7602/? [45:45<00:00,  2.77it/s]\nEpoch 0: |          | 7603/? [45:45<00:00,  2.77it/s]\nEpoch 0: |          | 7603/? [45:45<00:00,  2.77it/s]\nEpoch 0: |          | 7604/? [45:45<00:00,  2.77it/s]\nEpoch 0: |          | 7604/? [45:45<00:00,  2.77it/s]\nEpoch 0: |          | 7605/? [45:46<00:00,  2.77it/s]\nEpoch 0: |          | 7605/? [45:46<00:00,  2.77it/s]\nEpoch 0: |          | 7606/? [45:46<00:00,  2.77it/s]\nEpoch 0: |          | 7606/? [45:46<00:00,  2.77it/s]\nEpoch 0: |          | 7607/? [45:46<00:00,  2.77it/s]\nEpoch 0: |          | 7607/? [45:46<00:00,  2.77it/s]\nEpoch 0: |          | 7608/? [45:47<00:00,  2.77it/s]\nEpoch 0: |          | 7608/? [45:47<00:00,  2.77it/s]\nEpoch 0: |          | 7609/? [45:47<00:00,  2.77it/s]\nEpoch 0: |          | 7609/? [45:47<00:00,  2.77it/s]\nEpoch 0: |          | 7610/? [45:47<00:00,  2.77it/s]\nEpoch 0: |          | 7610/? [45:47<00:00,  2.77it/s]\nEpoch 0: |          | 7611/? [45:47<00:00,  2.77it/s]\nEpoch 0: |          | 7611/? [45:47<00:00,  2.77it/s]\nEpoch 0: |          | 7612/? [45:48<00:00,  2.77it/s]\nEpoch 0: |          | 7612/? [45:48<00:00,  2.77it/s]\nEpoch 0: |          | 7613/? [45:48<00:00,  2.77it/s]\nEpoch 0: |          | 7613/? [45:48<00:00,  2.77it/s]\nEpoch 0: |          | 7614/? [45:48<00:00,  2.77it/s]\nEpoch 0: |          | 7614/? [45:48<00:00,  2.77it/s]\nEpoch 0: |          | 7615/? [45:49<00:00,  2.77it/s]\nEpoch 0: |          | 7615/? [45:49<00:00,  2.77it/s]\nEpoch 0: |          | 7616/? [45:49<00:00,  2.77it/s]\nEpoch 0: |          | 7616/? [45:49<00:00,  2.77it/s]\nEpoch 0: |          | 7617/? [45:49<00:00,  2.77it/s]\nEpoch 0: |          | 7617/? [45:49<00:00,  2.77it/s]\nEpoch 0: |          | 7618/? [45:49<00:00,  2.77it/s]\nEpoch 0: |          | 7618/? [45:49<00:00,  2.77it/s]\nEpoch 0: |          | 7619/? [45:50<00:00,  2.77it/s]\nEpoch 0: |          | 7619/? [45:50<00:00,  2.77it/s]\nEpoch 0: |          | 7620/? [45:50<00:00,  2.77it/s]\nEpoch 0: |          | 7620/? [45:50<00:00,  2.77it/s]\nEpoch 0: |          | 7621/? [45:50<00:00,  2.77it/s]\nEpoch 0: |          | 7621/? [45:50<00:00,  2.77it/s]\nEpoch 0: |          | 7622/? [45:51<00:00,  2.77it/s]\nEpoch 0: |          | 7622/? [45:51<00:00,  2.77it/s]\nEpoch 0: |          | 7623/? [45:51<00:00,  2.77it/s]\nEpoch 0: |          | 7623/? [45:51<00:00,  2.77it/s]\nEpoch 0: |          | 7624/? [45:51<00:00,  2.77it/s]\nEpoch 0: |          | 7624/? [45:51<00:00,  2.77it/s]\nEpoch 0: |          | 7625/? [45:51<00:00,  2.77it/s]\nEpoch 0: |          | 7625/? [45:51<00:00,  2.77it/s]\nEpoch 0: |          | 7626/? [45:52<00:00,  2.77it/s]\nEpoch 0: |          | 7626/? [45:52<00:00,  2.77it/s]\nEpoch 0: |          | 7627/? [45:52<00:00,  2.77it/s]\nEpoch 0: |          | 7627/? [45:52<00:00,  2.77it/s]\nEpoch 0: |          | 7628/? [45:52<00:00,  2.77it/s]\nEpoch 0: |          | 7628/? [45:52<00:00,  2.77it/s]\nEpoch 0: |          | 7629/? [45:53<00:00,  2.77it/s]\nEpoch 0: |          | 7629/? [45:53<00:00,  2.77it/s]\nEpoch 0: |          | 7630/? [45:53<00:00,  2.77it/s]\nEpoch 0: |          | 7630/? [45:53<00:00,  2.77it/s]\nEpoch 0: |          | 7631/? [45:53<00:00,  2.77it/s]\nEpoch 0: |          | 7631/? [45:53<00:00,  2.77it/s]\nEpoch 0: |          | 7632/? [45:53<00:00,  2.77it/s]\nEpoch 0: |          | 7632/? [45:53<00:00,  2.77it/s]\nEpoch 0: |          | 7633/? [45:54<00:00,  2.77it/s]\nEpoch 0: |          | 7633/? [45:54<00:00,  2.77it/s]\nEpoch 0: |          | 7634/? [45:54<00:00,  2.77it/s]\nEpoch 0: |          | 7634/? [45:54<00:00,  2.77it/s]\nEpoch 0: |          | 7635/? [45:54<00:00,  2.77it/s]\nEpoch 0: |          | 7635/? [45:54<00:00,  2.77it/s]\nEpoch 0: |          | 7636/? [45:54<00:00,  2.77it/s]\nEpoch 0: |          | 7636/? [45:54<00:00,  2.77it/s]\nEpoch 0: |          | 7637/? [45:55<00:00,  2.77it/s]\nEpoch 0: |          | 7637/? [45:55<00:00,  2.77it/s]\nEpoch 0: |          | 7638/? [45:55<00:00,  2.77it/s]\nEpoch 0: |          | 7638/? [45:55<00:00,  2.77it/s]\nEpoch 0: |          | 7639/? [45:55<00:00,  2.77it/s]\nEpoch 0: |          | 7639/? [45:55<00:00,  2.77it/s]\nEpoch 0: |          | 7640/? [45:56<00:00,  2.77it/s]\nEpoch 0: |          | 7640/? [45:56<00:00,  2.77it/s]\nEpoch 0: |          | 7641/? [45:56<00:00,  2.77it/s]\nEpoch 0: |          | 7641/? [45:56<00:00,  2.77it/s]\nEpoch 0: |          | 7642/? [45:56<00:00,  2.77it/s]\nEpoch 0: |          | 7642/? [45:56<00:00,  2.77it/s]\nEpoch 0: |          | 7643/? [45:56<00:00,  2.77it/s]\nEpoch 0: |          | 7643/? [45:56<00:00,  2.77it/s]\nEpoch 0: |          | 7644/? [45:57<00:00,  2.77it/s]\nEpoch 0: |          | 7644/? [45:57<00:00,  2.77it/s]\nEpoch 0: |          | 7645/? [45:57<00:00,  2.77it/s]\nEpoch 0: |          | 7645/? [45:57<00:00,  2.77it/s]\nEpoch 0: |          | 7646/? [45:57<00:00,  2.77it/s]\nEpoch 0: |          | 7646/? [45:57<00:00,  2.77it/s]\nEpoch 0: |          | 7647/? [45:58<00:00,  2.77it/s]\nEpoch 0: |          | 7647/? [45:58<00:00,  2.77it/s]\nEpoch 0: |          | 7648/? [45:58<00:00,  2.77it/s]\nEpoch 0: |          | 7648/? [45:58<00:00,  2.77it/s]\nEpoch 0: |          | 7649/? [45:58<00:00,  2.77it/s]\nEpoch 0: |          | 7649/? [45:58<00:00,  2.77it/s]\nEpoch 0: |          | 7650/? [45:58<00:00,  2.77it/s]\nEpoch 0: |          | 7650/? [45:58<00:00,  2.77it/s]\nEpoch 0: |          | 7651/? [45:59<00:00,  2.77it/s]\nEpoch 0: |          | 7651/? [45:59<00:00,  2.77it/s]\nEpoch 0: |          | 7652/? [45:59<00:00,  2.77it/s]\nEpoch 0: |          | 7652/? [45:59<00:00,  2.77it/s]\nEpoch 0: |          | 7653/? [45:59<00:00,  2.77it/s]\nEpoch 0: |          | 7653/? [45:59<00:00,  2.77it/s]\nEpoch 0: |          | 7654/? [46:00<00:00,  2.77it/s]\nEpoch 0: |          | 7654/? [46:00<00:00,  2.77it/s]\nEpoch 0: |          | 7655/? [46:00<00:00,  2.77it/s]\nEpoch 0: |          | 7655/? [46:00<00:00,  2.77it/s]\nEpoch 0: |          | 7656/? [46:00<00:00,  2.77it/s]\nEpoch 0: |          | 7656/? [46:00<00:00,  2.77it/s]\nEpoch 0: |          | 7657/? [46:00<00:00,  2.77it/s]\nEpoch 0: |          | 7657/? [46:00<00:00,  2.77it/s]\nEpoch 0: |          | 7658/? [46:01<00:00,  2.77it/s]\nEpoch 0: |          | 7658/? [46:01<00:00,  2.77it/s]\nEpoch 0: |          | 7659/? [46:01<00:00,  2.77it/s]\nEpoch 0: |          | 7659/? [46:01<00:00,  2.77it/s]\nEpoch 0: |          | 7660/? [46:01<00:00,  2.77it/s]\nEpoch 0: |          | 7660/? [46:01<00:00,  2.77it/s]\nEpoch 0: |          | 7661/? [46:02<00:00,  2.77it/s]\nEpoch 0: |          | 7661/? [46:02<00:00,  2.77it/s]\nEpoch 0: |          | 7662/? [46:02<00:00,  2.77it/s]\nEpoch 0: |          | 7662/? [46:02<00:00,  2.77it/s]\nEpoch 0: |          | 7663/? [46:02<00:00,  2.77it/s]\nEpoch 0: |          | 7663/? [46:02<00:00,  2.77it/s]\nEpoch 0: |          | 7664/? [46:02<00:00,  2.77it/s]\nEpoch 0: |          | 7664/? [46:02<00:00,  2.77it/s]\nEpoch 0: |          | 7665/? [46:03<00:00,  2.77it/s]\nEpoch 0: |          | 7665/? [46:03<00:00,  2.77it/s]\nEpoch 0: |          | 7666/? [46:03<00:00,  2.77it/s]\nEpoch 0: |          | 7666/? [46:03<00:00,  2.77it/s]\nEpoch 0: |          | 7667/? [46:03<00:00,  2.77it/s]\nEpoch 0: |          | 7667/? [46:03<00:00,  2.77it/s]\nEpoch 0: |          | 7668/? [46:04<00:00,  2.77it/s]\nEpoch 0: |          | 7668/? [46:04<00:00,  2.77it/s]\nEpoch 0: |          | 7669/? [46:04<00:00,  2.77it/s]\nEpoch 0: |          | 7669/? [46:04<00:00,  2.77it/s]\nEpoch 0: |          | 7670/? [46:04<00:00,  2.77it/s]\nEpoch 0: |          | 7670/? [46:04<00:00,  2.77it/s]\nEpoch 0: |          | 7671/? [46:04<00:00,  2.77it/s]\nEpoch 0: |          | 7671/? [46:04<00:00,  2.77it/s]\nEpoch 0: |          | 7672/? [46:05<00:00,  2.77it/s]\nEpoch 0: |          | 7672/? [46:05<00:00,  2.77it/s]\nEpoch 0: |          | 7673/? [46:05<00:00,  2.77it/s]\nEpoch 0: |          | 7673/? [46:05<00:00,  2.77it/s]\nEpoch 0: |          | 7674/? [46:05<00:00,  2.77it/s]\nEpoch 0: |          | 7674/? [46:05<00:00,  2.77it/s]\nEpoch 0: |          | 7675/? [46:06<00:00,  2.77it/s]\nEpoch 0: |          | 7675/? [46:06<00:00,  2.77it/s]\nEpoch 0: |          | 7676/? [46:06<00:00,  2.77it/s]\nEpoch 0: |          | 7676/? [46:06<00:00,  2.77it/s]\nEpoch 0: |          | 7677/? [46:06<00:00,  2.77it/s]\nEpoch 0: |          | 7677/? [46:06<00:00,  2.77it/s]\nEpoch 0: |          | 7678/? [46:06<00:00,  2.77it/s]\nEpoch 0: |          | 7678/? [46:06<00:00,  2.77it/s]\nEpoch 0: |          | 7679/? [46:07<00:00,  2.78it/s]\nEpoch 0: |          | 7679/? [46:07<00:00,  2.78it/s]\nEpoch 0: |          | 7680/? [46:07<00:00,  2.78it/s]\nEpoch 0: |          | 7680/? [46:07<00:00,  2.78it/s]\nEpoch 0: |          | 7681/? [46:07<00:00,  2.78it/s]\nEpoch 0: |          | 7681/? [46:07<00:00,  2.78it/s]\nEpoch 0: |          | 7682/? [46:08<00:00,  2.78it/s]\nEpoch 0: |          | 7682/? [46:08<00:00,  2.78it/s]\nEpoch 0: |          | 7683/? [46:08<00:00,  2.78it/s]\nEpoch 0: |          | 7683/? [46:08<00:00,  2.78it/s]\nEpoch 0: |          | 7684/? [46:08<00:00,  2.78it/s]\nEpoch 0: |          | 7684/? [46:08<00:00,  2.78it/s]\nEpoch 0: |          | 7685/? [46:08<00:00,  2.78it/s]\nEpoch 0: |          | 7685/? [46:08<00:00,  2.78it/s]\nEpoch 0: |          | 7686/? [46:09<00:00,  2.78it/s]\nEpoch 0: |          | 7686/? [46:09<00:00,  2.78it/s]\nEpoch 0: |          | 7687/? [46:09<00:00,  2.78it/s]\nEpoch 0: |          | 7687/? [46:09<00:00,  2.78it/s]\nEpoch 0: |          | 7688/? [46:09<00:00,  2.78it/s]\nEpoch 0: |          | 7688/? [46:09<00:00,  2.78it/s]\nEpoch 0: |          | 7689/? [46:09<00:00,  2.78it/s]\nEpoch 0: |          | 7689/? [46:09<00:00,  2.78it/s]\nEpoch 0: |          | 7690/? [46:10<00:00,  2.78it/s]\nEpoch 0: |          | 7690/? [46:10<00:00,  2.78it/s]\nEpoch 0: |          | 7691/? [46:10<00:00,  2.78it/s]\nEpoch 0: |          | 7691/? [46:10<00:00,  2.78it/s]\nEpoch 0: |          | 7692/? [46:10<00:00,  2.78it/s]\nEpoch 0: |          | 7692/? [46:10<00:00,  2.78it/s]\nEpoch 0: |          | 7693/? [46:11<00:00,  2.78it/s]\nEpoch 0: |          | 7693/? [46:11<00:00,  2.78it/s]\nEpoch 0: |          | 7694/? [46:11<00:00,  2.78it/s]\nEpoch 0: |          | 7694/? [46:11<00:00,  2.78it/s]\nEpoch 0: |          | 7695/? [46:11<00:00,  2.78it/s]\nEpoch 0: |          | 7695/? [46:11<00:00,  2.78it/s]\nEpoch 0: |          | 7696/? [46:11<00:00,  2.78it/s]\nEpoch 0: |          | 7696/? [46:11<00:00,  2.78it/s]\nEpoch 0: |          | 7697/? [46:12<00:00,  2.78it/s]\nEpoch 0: |          | 7697/? [46:12<00:00,  2.78it/s]\nEpoch 0: |          | 7698/? [46:12<00:00,  2.78it/s]\nEpoch 0: |          | 7698/? [46:12<00:00,  2.78it/s]\nEpoch 0: |          | 7699/? [46:12<00:00,  2.78it/s]\nEpoch 0: |          | 7699/? [46:12<00:00,  2.78it/s]\nEpoch 0: |          | 7700/? [46:13<00:00,  2.78it/s]\nEpoch 0: |          | 7700/? [46:13<00:00,  2.78it/s]\nEpoch 0: |          | 7701/? [46:13<00:00,  2.78it/s]\nEpoch 0: |          | 7701/? [46:13<00:00,  2.78it/s]\nEpoch 0: |          | 7702/? [46:13<00:00,  2.78it/s]\nEpoch 0: |          | 7702/? [46:13<00:00,  2.78it/s]\nEpoch 0: |          | 7703/? [46:13<00:00,  2.78it/s]\nEpoch 0: |          | 7703/? [46:13<00:00,  2.78it/s]\nEpoch 0: |          | 7704/? [46:14<00:00,  2.78it/s]\nEpoch 0: |          | 7704/? [46:14<00:00,  2.78it/s]\nEpoch 0: |          | 7705/? [46:14<00:00,  2.78it/s]\nEpoch 0: |          | 7705/? [46:14<00:00,  2.78it/s]\nEpoch 0: |          | 7706/? [46:14<00:00,  2.78it/s]\nEpoch 0: |          | 7706/? [46:14<00:00,  2.78it/s]\nEpoch 0: |          | 7707/? [46:15<00:00,  2.78it/s]\nEpoch 0: |          | 7707/? [46:15<00:00,  2.78it/s]\nEpoch 0: |          | 7708/? [46:15<00:00,  2.78it/s]\nEpoch 0: |          | 7708/? [46:15<00:00,  2.78it/s]\nEpoch 0: |          | 7709/? [46:15<00:00,  2.78it/s]\nEpoch 0: |          | 7709/? [46:15<00:00,  2.78it/s]\nEpoch 0: |          | 7710/? [46:15<00:00,  2.78it/s]\nEpoch 0: |          | 7710/? [46:15<00:00,  2.78it/s]\nEpoch 0: |          | 7711/? [46:16<00:00,  2.78it/s]\nEpoch 0: |          | 7711/? [46:16<00:00,  2.78it/s]\nEpoch 0: |          | 7712/? [46:16<00:00,  2.78it/s]\nEpoch 0: |          | 7712/? [46:16<00:00,  2.78it/s]\nEpoch 0: |          | 7713/? [46:16<00:00,  2.78it/s]\nEpoch 0: |          | 7713/? [46:16<00:00,  2.78it/s]\nEpoch 0: |          | 7714/? [46:17<00:00,  2.78it/s]\nEpoch 0: |          | 7714/? [46:17<00:00,  2.78it/s]\nEpoch 0: |          | 7715/? [46:17<00:00,  2.78it/s]\nEpoch 0: |          | 7715/? [46:17<00:00,  2.78it/s]\nEpoch 0: |          | 7716/? [46:17<00:00,  2.78it/s]\nEpoch 0: |          | 7716/? [46:17<00:00,  2.78it/s]\nEpoch 0: |          | 7717/? [46:17<00:00,  2.78it/s]\nEpoch 0: |          | 7717/? [46:17<00:00,  2.78it/s]\nEpoch 0: |          | 7718/? [46:18<00:00,  2.78it/s]\nEpoch 0: |          | 7718/? [46:18<00:00,  2.78it/s]\nEpoch 0: |          | 7719/? [46:18<00:00,  2.78it/s]\nEpoch 0: |          | 7719/? [46:18<00:00,  2.78it/s]\nEpoch 0: |          | 7720/? [46:18<00:00,  2.78it/s]\nEpoch 0: |          | 7720/? [46:18<00:00,  2.78it/s]\nEpoch 0: |          | 7721/? [46:19<00:00,  2.78it/s]\nEpoch 0: |          | 7721/? [46:19<00:00,  2.78it/s]\nEpoch 0: |          | 7722/? [46:19<00:00,  2.78it/s]\nEpoch 0: |          | 7722/? [46:19<00:00,  2.78it/s]\nEpoch 0: |          | 7723/? [46:19<00:00,  2.78it/s]\nEpoch 0: |          | 7723/? [46:19<00:00,  2.78it/s]\nEpoch 0: |          | 7724/? [46:19<00:00,  2.78it/s]\nEpoch 0: |          | 7724/? [46:19<00:00,  2.78it/s]\nEpoch 0: |          | 7725/? [46:20<00:00,  2.78it/s]\nEpoch 0: |          | 7725/? [46:20<00:00,  2.78it/s]\nEpoch 0: |          | 7726/? [46:20<00:00,  2.78it/s]\nEpoch 0: |          | 7726/? [46:20<00:00,  2.78it/s]\nEpoch 0: |          | 7727/? [46:20<00:00,  2.78it/s]\nEpoch 0: |          | 7727/? [46:20<00:00,  2.78it/s]\nEpoch 0: |          | 7728/? [46:21<00:00,  2.78it/s]\nEpoch 0: |          | 7728/? [46:21<00:00,  2.78it/s]\nEpoch 0: |          | 7729/? [46:21<00:00,  2.78it/s]\nEpoch 0: |          | 7729/? [46:21<00:00,  2.78it/s]\nEpoch 0: |          | 7730/? [46:21<00:00,  2.78it/s]\nEpoch 0: |          | 7730/? [46:21<00:00,  2.78it/s]\nEpoch 0: |          | 7731/? [46:21<00:00,  2.78it/s]\nEpoch 0: |          | 7731/? [46:21<00:00,  2.78it/s]\nEpoch 0: |          | 7732/? [46:22<00:00,  2.78it/s]\nEpoch 0: |          | 7732/? [46:22<00:00,  2.78it/s]\nEpoch 0: |          | 7733/? [46:22<00:00,  2.78it/s]\nEpoch 0: |          | 7733/? [46:22<00:00,  2.78it/s]\nEpoch 0: |          | 7734/? [46:22<00:00,  2.78it/s]\nEpoch 0: |          | 7734/? [46:22<00:00,  2.78it/s]\nEpoch 0: |          | 7735/? [46:23<00:00,  2.78it/s]\nEpoch 0: |          | 7735/? [46:23<00:00,  2.78it/s]\nEpoch 0: |          | 7736/? [46:23<00:00,  2.78it/s]\nEpoch 0: |          | 7736/? [46:23<00:00,  2.78it/s]\nEpoch 0: |          | 7737/? [46:23<00:00,  2.78it/s]\nEpoch 0: |          | 7737/? [46:23<00:00,  2.78it/s]\nEpoch 0: |          | 7738/? [46:23<00:00,  2.78it/s]\nEpoch 0: |          | 7738/? [46:23<00:00,  2.78it/s]\nEpoch 0: |          | 7739/? [46:24<00:00,  2.78it/s]\nEpoch 0: |          | 7739/? [46:24<00:00,  2.78it/s]\nEpoch 0: |          | 7740/? [46:24<00:00,  2.78it/s]\nEpoch 0: |          | 7740/? [46:24<00:00,  2.78it/s]\nEpoch 0: |          | 7741/? [46:24<00:00,  2.78it/s]\nEpoch 0: |          | 7741/? [46:24<00:00,  2.78it/s]\nEpoch 0: |          | 7742/? [46:24<00:00,  2.78it/s]\nEpoch 0: |          | 7742/? [46:24<00:00,  2.78it/s]\nEpoch 0: |          | 7743/? [46:25<00:00,  2.78it/s]\nEpoch 0: |          | 7743/? [46:25<00:00,  2.78it/s]\nEpoch 0: |          | 7744/? [46:25<00:00,  2.78it/s]\nEpoch 0: |          | 7744/? [46:25<00:00,  2.78it/s]\nEpoch 0: |          | 7745/? [46:25<00:00,  2.78it/s]\nEpoch 0: |          | 7745/? [46:25<00:00,  2.78it/s]\nEpoch 0: |          | 7746/? [46:26<00:00,  2.78it/s]\nEpoch 0: |          | 7746/? [46:26<00:00,  2.78it/s]\nEpoch 0: |          | 7747/? [46:26<00:00,  2.78it/s]\nEpoch 0: |          | 7747/? [46:26<00:00,  2.78it/s]\nEpoch 0: |          | 7748/? [46:26<00:00,  2.78it/s]\nEpoch 0: |          | 7748/? [46:26<00:00,  2.78it/s]\nEpoch 0: |          | 7749/? [46:26<00:00,  2.78it/s]\nEpoch 0: |          | 7749/? [46:26<00:00,  2.78it/s]\nEpoch 0: |          | 7750/? [46:27<00:00,  2.78it/s]\nEpoch 0: |          | 7750/? [46:27<00:00,  2.78it/s]\nEpoch 0: |          | 7751/? [46:27<00:00,  2.78it/s]\nEpoch 0: |          | 7751/? [46:27<00:00,  2.78it/s]\nEpoch 0: |          | 7752/? [46:27<00:00,  2.78it/s]\nEpoch 0: |          | 7752/? [46:27<00:00,  2.78it/s]\nEpoch 0: |          | 7753/? [46:28<00:00,  2.78it/s]\nEpoch 0: |          | 7753/? [46:28<00:00,  2.78it/s]\nEpoch 0: |          | 7754/? [46:28<00:00,  2.78it/s]\nEpoch 0: |          | 7754/? [46:28<00:00,  2.78it/s]\nEpoch 0: |          | 7755/? [46:28<00:00,  2.78it/s]\nEpoch 0: |          | 7755/? [46:28<00:00,  2.78it/s]\nEpoch 0: |          | 7756/? [46:28<00:00,  2.78it/s]\nEpoch 0: |          | 7756/? [46:28<00:00,  2.78it/s]\nEpoch 0: |          | 7757/? [46:29<00:00,  2.78it/s]\nEpoch 0: |          | 7757/? [46:29<00:00,  2.78it/s]\nEpoch 0: |          | 7758/? [46:29<00:00,  2.78it/s]\nEpoch 0: |          | 7758/? [46:29<00:00,  2.78it/s]\nEpoch 0: |          | 7759/? [46:29<00:00,  2.78it/s]\nEpoch 0: |          | 7759/? [46:29<00:00,  2.78it/s]\nEpoch 0: |          | 7760/? [46:30<00:00,  2.78it/s]\nEpoch 0: |          | 7760/? [46:30<00:00,  2.78it/s]\nEpoch 0: |          | 7761/? [46:30<00:00,  2.78it/s]\nEpoch 0: |          | 7761/? [46:30<00:00,  2.78it/s]\nEpoch 0: |          | 7762/? [46:30<00:00,  2.78it/s]\nEpoch 0: |          | 7762/? [46:30<00:00,  2.78it/s]\nEpoch 0: |          | 7763/? [46:30<00:00,  2.78it/s]\nEpoch 0: |          | 7763/? [46:30<00:00,  2.78it/s]\nEpoch 0: |          | 7764/? [46:31<00:00,  2.78it/s]\nEpoch 0: |          | 7764/? [46:31<00:00,  2.78it/s]\nEpoch 0: |          | 7765/? [46:31<00:00,  2.78it/s]\nEpoch 0: |          | 7765/? [46:31<00:00,  2.78it/s]\nEpoch 0: |          | 7766/? [46:31<00:00,  2.78it/s]\nEpoch 0: |          | 7766/? [46:31<00:00,  2.78it/s]\nEpoch 0: |          | 7767/? [46:32<00:00,  2.78it/s]\nEpoch 0: |          | 7767/? [46:32<00:00,  2.78it/s]\nEpoch 0: |          | 7768/? [46:32<00:00,  2.78it/s]\nEpoch 0: |          | 7768/? [46:32<00:00,  2.78it/s]\nEpoch 0: |          | 7769/? [46:32<00:00,  2.78it/s]\nEpoch 0: |          | 7769/? [46:32<00:00,  2.78it/s]\nEpoch 0: |          | 7770/? [46:32<00:00,  2.78it/s]\nEpoch 0: |          | 7770/? [46:32<00:00,  2.78it/s]\nEpoch 0: |          | 7771/? [46:33<00:00,  2.78it/s]\nEpoch 0: |          | 7771/? [46:33<00:00,  2.78it/s]\nEpoch 0: |          | 7772/? [46:33<00:00,  2.78it/s]\nEpoch 0: |          | 7772/? [46:33<00:00,  2.78it/s]\nEpoch 0: |          | 7773/? [46:33<00:00,  2.78it/s]\nEpoch 0: |          | 7773/? [46:33<00:00,  2.78it/s]\nEpoch 0: |          | 7774/? [46:34<00:00,  2.78it/s]\nEpoch 0: |          | 7774/? [46:34<00:00,  2.78it/s]\nEpoch 0: |          | 7775/? [46:34<00:00,  2.78it/s]\nEpoch 0: |          | 7775/? [46:34<00:00,  2.78it/s]\nEpoch 0: |          | 7776/? [46:34<00:00,  2.78it/s]\nEpoch 0: |          | 7776/? [46:34<00:00,  2.78it/s]\nEpoch 0: |          | 7777/? [46:34<00:00,  2.78it/s]\nEpoch 0: |          | 7777/? [46:34<00:00,  2.78it/s]\nEpoch 0: |          | 7778/? [46:35<00:00,  2.78it/s]\nEpoch 0: |          | 7778/? [46:35<00:00,  2.78it/s]\nEpoch 0: |          | 7779/? [46:35<00:00,  2.78it/s]\nEpoch 0: |          | 7779/? [46:35<00:00,  2.78it/s]\nEpoch 0: |          | 7780/? [46:35<00:00,  2.78it/s]\nEpoch 0: |          | 7780/? [46:35<00:00,  2.78it/s]\nEpoch 0: |          | 7781/? [46:36<00:00,  2.78it/s]\nEpoch 0: |          | 7781/? [46:36<00:00,  2.78it/s]\nEpoch 0: |          | 7782/? [46:36<00:00,  2.78it/s]\nEpoch 0: |          | 7782/? [46:36<00:00,  2.78it/s]\nEpoch 0: |          | 7783/? [46:36<00:00,  2.78it/s]\nEpoch 0: |          | 7783/? [46:36<00:00,  2.78it/s]\nEpoch 0: |          | 7784/? [46:36<00:00,  2.78it/s]\nEpoch 0: |          | 7784/? [46:36<00:00,  2.78it/s]\nEpoch 0: |          | 7785/? [46:37<00:00,  2.78it/s]\nEpoch 0: |          | 7785/? [46:37<00:00,  2.78it/s]\nEpoch 0: |          | 7786/? [46:37<00:00,  2.78it/s]\nEpoch 0: |          | 7786/? [46:37<00:00,  2.78it/s]\nEpoch 0: |          | 7787/? [46:37<00:00,  2.78it/s]\nEpoch 0: |          | 7787/? [46:37<00:00,  2.78it/s]\nEpoch 0: |          | 7788/? [46:37<00:00,  2.78it/s]\nEpoch 0: |          | 7788/? [46:37<00:00,  2.78it/s]\nEpoch 0: |          | 7789/? [46:38<00:00,  2.78it/s]\nEpoch 0: |          | 7789/? [46:38<00:00,  2.78it/s]\nEpoch 0: |          | 7790/? [46:38<00:00,  2.78it/s]\nEpoch 0: |          | 7790/? [46:38<00:00,  2.78it/s]\nEpoch 0: |          | 7791/? [46:38<00:00,  2.78it/s]\nEpoch 0: |          | 7791/? [46:38<00:00,  2.78it/s]\nEpoch 0: |          | 7792/? [46:39<00:00,  2.78it/s]\nEpoch 0: |          | 7792/? [46:39<00:00,  2.78it/s]\nEpoch 0: |          | 7793/? [46:39<00:00,  2.78it/s]\nEpoch 0: |          | 7793/? [46:39<00:00,  2.78it/s]\nEpoch 0: |          | 7794/? [46:39<00:00,  2.78it/s]\nEpoch 0: |          | 7794/? [46:39<00:00,  2.78it/s]\nEpoch 0: |          | 7795/? [46:39<00:00,  2.78it/s]\nEpoch 0: |          | 7795/? [46:39<00:00,  2.78it/s]\nEpoch 0: |          | 7796/? [46:40<00:00,  2.78it/s]\nEpoch 0: |          | 7796/? [46:40<00:00,  2.78it/s]\nEpoch 0: |          | 7797/? [46:40<00:00,  2.78it/s]\nEpoch 0: |          | 7797/? [46:40<00:00,  2.78it/s]\nEpoch 0: |          | 7798/? [46:40<00:00,  2.78it/s]\nEpoch 0: |          | 7798/? [46:40<00:00,  2.78it/s]\nEpoch 0: |          | 7799/? [46:41<00:00,  2.78it/s]\nEpoch 0: |          | 7799/? [46:41<00:00,  2.78it/s]\nEpoch 0: |          | 7800/? [46:41<00:00,  2.78it/s]\nEpoch 0: |          | 7800/? [46:41<00:00,  2.78it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.98it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.19it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.10it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.10it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 7800/? [46:41<00:00,  2.78it/s]\nEpoch 0: |          | 7801/? [46:41<00:00,  2.78it/s]\nEpoch 0: |          | 7801/? [46:41<00:00,  2.78it/s]\nEpoch 0: |          | 7802/? [46:42<00:00,  2.78it/s]\nEpoch 0: |          | 7802/? [46:42<00:00,  2.78it/s]\nEpoch 0: |          | 7803/? [46:42<00:00,  2.78it/s]\nEpoch 0: |          | 7803/? [46:42<00:00,  2.78it/s]\nEpoch 0: |          | 7804/? [46:42<00:00,  2.78it/s]\nEpoch 0: |          | 7804/? [46:42<00:00,  2.78it/s]\nEpoch 0: |          | 7805/? [46:43<00:00,  2.78it/s]\nEpoch 0: |          | 7805/? [46:43<00:00,  2.78it/s]\nEpoch 0: |          | 7806/? [46:43<00:00,  2.78it/s]\nEpoch 0: |          | 7806/? [46:43<00:00,  2.78it/s]\nEpoch 0: |          | 7807/? [46:43<00:00,  2.78it/s]\nEpoch 0: |          | 7807/? [46:43<00:00,  2.78it/s]\nEpoch 0: |          | 7808/? [46:43<00:00,  2.78it/s]\nEpoch 0: |          | 7808/? [46:43<00:00,  2.78it/s]\nEpoch 0: |          | 7809/? [46:44<00:00,  2.78it/s]\nEpoch 0: |          | 7809/? [46:44<00:00,  2.78it/s]\nEpoch 0: |          | 7810/? [46:44<00:00,  2.78it/s]\nEpoch 0: |          | 7810/? [46:44<00:00,  2.78it/s]\nEpoch 0: |          | 7811/? [46:44<00:00,  2.78it/s]\nEpoch 0: |          | 7811/? [46:44<00:00,  2.78it/s]\nEpoch 0: |          | 7812/? [46:45<00:00,  2.78it/s]\nEpoch 0: |          | 7812/? [46:45<00:00,  2.78it/s]\nEpoch 0: |          | 7813/? [46:45<00:00,  2.79it/s]\nEpoch 0: |          | 7813/? [46:45<00:00,  2.79it/s]\nEpoch 0: |          | 7814/? [46:45<00:00,  2.79it/s]\nEpoch 0: |          | 7814/? [46:45<00:00,  2.79it/s]\nEpoch 0: |          | 7815/? [46:45<00:00,  2.79it/s]\nEpoch 0: |          | 7815/? [46:45<00:00,  2.79it/s]\nEpoch 0: |          | 7816/? [46:46<00:00,  2.79it/s]\nEpoch 0: |          | 7816/? [46:46<00:00,  2.79it/s]\nEpoch 0: |          | 7817/? [46:46<00:00,  2.79it/s]\nEpoch 0: |          | 7817/? [46:46<00:00,  2.79it/s]\nEpoch 0: |          | 7818/? [46:46<00:00,  2.79it/s]\nEpoch 0: |          | 7818/? [46:46<00:00,  2.79it/s]\nEpoch 0: |          | 7819/? [46:47<00:00,  2.79it/s]\nEpoch 0: |          | 7819/? [46:47<00:00,  2.79it/s]\nEpoch 0: |          | 7820/? [46:47<00:00,  2.79it/s]\nEpoch 0: |          | 7820/? [46:47<00:00,  2.79it/s]\nEpoch 0: |          | 7821/? [46:47<00:00,  2.79it/s]\nEpoch 0: |          | 7821/? [46:47<00:00,  2.79it/s]\nEpoch 0: |          | 7822/? [46:47<00:00,  2.79it/s]\nEpoch 0: |          | 7822/? [46:47<00:00,  2.79it/s]\nEpoch 0: |          | 7823/? [46:48<00:00,  2.79it/s]\nEpoch 0: |          | 7823/? [46:48<00:00,  2.79it/s]\nEpoch 0: |          | 7824/? [46:48<00:00,  2.79it/s]\nEpoch 0: |          | 7824/? [46:48<00:00,  2.79it/s]\nEpoch 0: |          | 7825/? [46:48<00:00,  2.79it/s]\nEpoch 0: |          | 7825/? [46:48<00:00,  2.79it/s]\nEpoch 0: |          | 7826/? [46:49<00:00,  2.79it/s]\nEpoch 0: |          | 7826/? [46:49<00:00,  2.79it/s]\nEpoch 0: |          | 7827/? [46:49<00:00,  2.79it/s]\nEpoch 0: |          | 7827/? [46:49<00:00,  2.79it/s]\nEpoch 0: |          | 7828/? [46:49<00:00,  2.79it/s]\nEpoch 0: |          | 7828/? [46:49<00:00,  2.79it/s]\nEpoch 0: |          | 7829/? [46:49<00:00,  2.79it/s]\nEpoch 0: |          | 7829/? [46:49<00:00,  2.79it/s]\nEpoch 0: |          | 7830/? [46:50<00:00,  2.79it/s]\nEpoch 0: |          | 7830/? [46:50<00:00,  2.79it/s]\nEpoch 0: |          | 7831/? [46:50<00:00,  2.79it/s]\nEpoch 0: |          | 7831/? [46:50<00:00,  2.79it/s]\nEpoch 0: |          | 7832/? [46:50<00:00,  2.79it/s]\nEpoch 0: |          | 7832/? [46:50<00:00,  2.79it/s]\nEpoch 0: |          | 7833/? [46:51<00:00,  2.79it/s]\nEpoch 0: |          | 7833/? [46:51<00:00,  2.79it/s]\nEpoch 0: |          | 7834/? [46:51<00:00,  2.79it/s]\nEpoch 0: |          | 7834/? [46:51<00:00,  2.79it/s]\nEpoch 0: |          | 7835/? [46:51<00:00,  2.79it/s]\nEpoch 0: |          | 7835/? [46:51<00:00,  2.79it/s]\nEpoch 0: |          | 7836/? [46:51<00:00,  2.79it/s]\nEpoch 0: |          | 7836/? [46:51<00:00,  2.79it/s]\nEpoch 0: |          | 7837/? [46:52<00:00,  2.79it/s]\nEpoch 0: |          | 7837/? [46:52<00:00,  2.79it/s]\nEpoch 0: |          | 7838/? [46:52<00:00,  2.79it/s]\nEpoch 0: |          | 7838/? [46:52<00:00,  2.79it/s]\nEpoch 0: |          | 7839/? [46:52<00:00,  2.79it/s]\nEpoch 0: |          | 7839/? [46:52<00:00,  2.79it/s]\nEpoch 0: |          | 7840/? [46:52<00:00,  2.79it/s]\nEpoch 0: |          | 7840/? [46:52<00:00,  2.79it/s]\nEpoch 0: |          | 7841/? [46:53<00:00,  2.79it/s]\nEpoch 0: |          | 7841/? [46:53<00:00,  2.79it/s]\nEpoch 0: |          | 7842/? [46:53<00:00,  2.79it/s]\nEpoch 0: |          | 7842/? [46:53<00:00,  2.79it/s]\nEpoch 0: |          | 7843/? [46:53<00:00,  2.79it/s]\nEpoch 0: |          | 7843/? [46:53<00:00,  2.79it/s]\nEpoch 0: |          | 7844/? [46:54<00:00,  2.79it/s]\nEpoch 0: |          | 7844/? [46:54<00:00,  2.79it/s]\nEpoch 0: |          | 7845/? [46:54<00:00,  2.79it/s]\nEpoch 0: |          | 7845/? [46:54<00:00,  2.79it/s]\nEpoch 0: |          | 7846/? [46:54<00:00,  2.79it/s]\nEpoch 0: |          | 7846/? [46:54<00:00,  2.79it/s]\nEpoch 0: |          | 7847/? [46:54<00:00,  2.79it/s]\nEpoch 0: |          | 7847/? [46:54<00:00,  2.79it/s]\nEpoch 0: |          | 7848/? [46:55<00:00,  2.79it/s]\nEpoch 0: |          | 7848/? [46:55<00:00,  2.79it/s]\nEpoch 0: |          | 7849/? [46:55<00:00,  2.79it/s]\nEpoch 0: |          | 7849/? [46:55<00:00,  2.79it/s]\nEpoch 0: |          | 7850/? [46:55<00:00,  2.79it/s]\nEpoch 0: |          | 7850/? [46:55<00:00,  2.79it/s]\nEpoch 0: |          | 7851/? [46:56<00:00,  2.79it/s]\nEpoch 0: |          | 7851/? [46:56<00:00,  2.79it/s]\nEpoch 0: |          | 7852/? [46:56<00:00,  2.79it/s]\nEpoch 0: |          | 7852/? [46:56<00:00,  2.79it/s]\nEpoch 0: |          | 7853/? [46:56<00:00,  2.79it/s]\nEpoch 0: |          | 7853/? [46:56<00:00,  2.79it/s]\nEpoch 0: |          | 7854/? [46:56<00:00,  2.79it/s]\nEpoch 0: |          | 7854/? [46:56<00:00,  2.79it/s]\nEpoch 0: |          | 7855/? [46:57<00:00,  2.79it/s]\nEpoch 0: |          | 7855/? [46:57<00:00,  2.79it/s]\nEpoch 0: |          | 7856/? [46:57<00:00,  2.79it/s]\nEpoch 0: |          | 7856/? [46:57<00:00,  2.79it/s]\nEpoch 0: |          | 7857/? [46:57<00:00,  2.79it/s]\nEpoch 0: |          | 7857/? [46:57<00:00,  2.79it/s]\nEpoch 0: |          | 7858/? [46:58<00:00,  2.79it/s]\nEpoch 0: |          | 7858/? [46:58<00:00,  2.79it/s]\nEpoch 0: |          | 7859/? [46:58<00:00,  2.79it/s]\nEpoch 0: |          | 7859/? [46:58<00:00,  2.79it/s]\nEpoch 0: |          | 7860/? [46:58<00:00,  2.79it/s]\nEpoch 0: |          | 7860/? [46:58<00:00,  2.79it/s]\nEpoch 0: |          | 7861/? [46:58<00:00,  2.79it/s]\nEpoch 0: |          | 7861/? [46:58<00:00,  2.79it/s]\nEpoch 0: |          | 7862/? [46:59<00:00,  2.79it/s]\nEpoch 0: |          | 7862/? [46:59<00:00,  2.79it/s]\nEpoch 0: |          | 7863/? [46:59<00:00,  2.79it/s]\nEpoch 0: |          | 7863/? [46:59<00:00,  2.79it/s]\nEpoch 0: |          | 7864/? [46:59<00:00,  2.79it/s]\nEpoch 0: |          | 7864/? [46:59<00:00,  2.79it/s]\nEpoch 0: |          | 7865/? [47:00<00:00,  2.79it/s]\nEpoch 0: |          | 7865/? [47:00<00:00,  2.79it/s]\nEpoch 0: |          | 7866/? [47:00<00:00,  2.79it/s]\nEpoch 0: |          | 7866/? [47:00<00:00,  2.79it/s]\nEpoch 0: |          | 7867/? [47:00<00:00,  2.79it/s]\nEpoch 0: |          | 7867/? [47:00<00:00,  2.79it/s]\nEpoch 0: |          | 7868/? [47:00<00:00,  2.79it/s]\nEpoch 0: |          | 7868/? [47:00<00:00,  2.79it/s]\nEpoch 0: |          | 7869/? [47:01<00:00,  2.79it/s]\nEpoch 0: |          | 7869/? [47:01<00:00,  2.79it/s]\nEpoch 0: |          | 7870/? [47:01<00:00,  2.79it/s]\nEpoch 0: |          | 7870/? [47:01<00:00,  2.79it/s]\nEpoch 0: |          | 7871/? [47:01<00:00,  2.79it/s]\nEpoch 0: |          | 7871/? [47:01<00:00,  2.79it/s]\nEpoch 0: |          | 7872/? [47:02<00:00,  2.79it/s]\nEpoch 0: |          | 7872/? [47:02<00:00,  2.79it/s]\nEpoch 0: |          | 7873/? [47:02<00:00,  2.79it/s]\nEpoch 0: |          | 7873/? [47:02<00:00,  2.79it/s]\nEpoch 0: |          | 7874/? [47:02<00:00,  2.79it/s]\nEpoch 0: |          | 7874/? [47:02<00:00,  2.79it/s]\nEpoch 0: |          | 7875/? [47:02<00:00,  2.79it/s]\nEpoch 0: |          | 7875/? [47:02<00:00,  2.79it/s]\nEpoch 0: |          | 7876/? [47:03<00:00,  2.79it/s]\nEpoch 0: |          | 7876/? [47:03<00:00,  2.79it/s]\nEpoch 0: |          | 7877/? [47:03<00:00,  2.79it/s]\nEpoch 0: |          | 7877/? [47:03<00:00,  2.79it/s]\nEpoch 0: |          | 7878/? [47:03<00:00,  2.79it/s]\nEpoch 0: |          | 7878/? [47:03<00:00,  2.79it/s]\nEpoch 0: |          | 7879/? [47:04<00:00,  2.79it/s]\nEpoch 0: |          | 7879/? [47:04<00:00,  2.79it/s]\nEpoch 0: |          | 7880/? [47:04<00:00,  2.79it/s]\nEpoch 0: |          | 7880/? [47:04<00:00,  2.79it/s]\nEpoch 0: |          | 7881/? [47:04<00:00,  2.79it/s]\nEpoch 0: |          | 7881/? [47:04<00:00,  2.79it/s]\nEpoch 0: |          | 7882/? [47:04<00:00,  2.79it/s]\nEpoch 0: |          | 7882/? [47:04<00:00,  2.79it/s]\nEpoch 0: |          | 7883/? [47:05<00:00,  2.79it/s]\nEpoch 0: |          | 7883/? [47:05<00:00,  2.79it/s]\nEpoch 0: |          | 7884/? [47:05<00:00,  2.79it/s]\nEpoch 0: |          | 7884/? [47:05<00:00,  2.79it/s]\nEpoch 0: |          | 7885/? [47:05<00:00,  2.79it/s]\nEpoch 0: |          | 7885/? [47:05<00:00,  2.79it/s]\nEpoch 0: |          | 7886/? [47:06<00:00,  2.79it/s]\nEpoch 0: |          | 7886/? [47:06<00:00,  2.79it/s]\nEpoch 0: |          | 7887/? [47:06<00:00,  2.79it/s]\nEpoch 0: |          | 7887/? [47:06<00:00,  2.79it/s]\nEpoch 0: |          | 7888/? [47:06<00:00,  2.79it/s]\nEpoch 0: |          | 7888/? [47:06<00:00,  2.79it/s]\nEpoch 0: |          | 7889/? [47:06<00:00,  2.79it/s]\nEpoch 0: |          | 7889/? [47:06<00:00,  2.79it/s]\nEpoch 0: |          | 7890/? [47:07<00:00,  2.79it/s]\nEpoch 0: |          | 7890/? [47:07<00:00,  2.79it/s]\nEpoch 0: |          | 7891/? [47:07<00:00,  2.79it/s]\nEpoch 0: |          | 7891/? [47:07<00:00,  2.79it/s]\nEpoch 0: |          | 7892/? [47:07<00:00,  2.79it/s]\nEpoch 0: |          | 7892/? [47:07<00:00,  2.79it/s]\nEpoch 0: |          | 7893/? [47:08<00:00,  2.79it/s]\nEpoch 0: |          | 7893/? [47:08<00:00,  2.79it/s]\nEpoch 0: |          | 7894/? [47:08<00:00,  2.79it/s]\nEpoch 0: |          | 7894/? [47:08<00:00,  2.79it/s]\nEpoch 0: |          | 7895/? [47:08<00:00,  2.79it/s]\nEpoch 0: |          | 7895/? [47:08<00:00,  2.79it/s]\nEpoch 0: |          | 7896/? [47:08<00:00,  2.79it/s]\nEpoch 0: |          | 7896/? [47:08<00:00,  2.79it/s]\nEpoch 0: |          | 7897/? [47:09<00:00,  2.79it/s]\nEpoch 0: |          | 7897/? [47:09<00:00,  2.79it/s]\nEpoch 0: |          | 7898/? [47:09<00:00,  2.79it/s]\nEpoch 0: |          | 7898/? [47:09<00:00,  2.79it/s]\nEpoch 0: |          | 7899/? [47:09<00:00,  2.79it/s]\nEpoch 0: |          | 7899/? [47:09<00:00,  2.79it/s]\nEpoch 0: |          | 7900/? [47:09<00:00,  2.79it/s]\nEpoch 0: |          | 7900/? [47:09<00:00,  2.79it/s]\nEpoch 0: |          | 7901/? [47:10<00:00,  2.79it/s]\nEpoch 0: |          | 7901/? [47:10<00:00,  2.79it/s]\nEpoch 0: |          | 7902/? [47:10<00:00,  2.79it/s]\nEpoch 0: |          | 7902/? [47:10<00:00,  2.79it/s]\nEpoch 0: |          | 7903/? [47:10<00:00,  2.79it/s]\nEpoch 0: |          | 7903/? [47:10<00:00,  2.79it/s]\nEpoch 0: |          | 7904/? [47:11<00:00,  2.79it/s]\nEpoch 0: |          | 7904/? [47:11<00:00,  2.79it/s]\nEpoch 0: |          | 7905/? [47:11<00:00,  2.79it/s]\nEpoch 0: |          | 7905/? [47:11<00:00,  2.79it/s]\nEpoch 0: |          | 7906/? [47:11<00:00,  2.79it/s]\nEpoch 0: |          | 7906/? [47:11<00:00,  2.79it/s]\nEpoch 0: |          | 7907/? [47:11<00:00,  2.79it/s]\nEpoch 0: |          | 7907/? [47:11<00:00,  2.79it/s]\nEpoch 0: |          | 7908/? [47:12<00:00,  2.79it/s]\nEpoch 0: |          | 7908/? [47:12<00:00,  2.79it/s]\nEpoch 0: |          | 7909/? [47:12<00:00,  2.79it/s]\nEpoch 0: |          | 7909/? [47:12<00:00,  2.79it/s]\nEpoch 0: |          | 7910/? [47:12<00:00,  2.79it/s]\nEpoch 0: |          | 7910/? [47:12<00:00,  2.79it/s]\nEpoch 0: |          | 7911/? [47:13<00:00,  2.79it/s]\nEpoch 0: |          | 7911/? [47:13<00:00,  2.79it/s]\nEpoch 0: |          | 7912/? [47:13<00:00,  2.79it/s]\nEpoch 0: |          | 7912/? [47:13<00:00,  2.79it/s]\nEpoch 0: |          | 7913/? [47:13<00:00,  2.79it/s]\nEpoch 0: |          | 7913/? [47:13<00:00,  2.79it/s]\nEpoch 0: |          | 7914/? [47:13<00:00,  2.79it/s]\nEpoch 0: |          | 7914/? [47:13<00:00,  2.79it/s]\nEpoch 0: |          | 7915/? [47:14<00:00,  2.79it/s]\nEpoch 0: |          | 7915/? [47:14<00:00,  2.79it/s]\nEpoch 0: |          | 7916/? [47:14<00:00,  2.79it/s]\nEpoch 0: |          | 7916/? [47:14<00:00,  2.79it/s]\nEpoch 0: |          | 7917/? [47:14<00:00,  2.79it/s]\nEpoch 0: |          | 7917/? [47:14<00:00,  2.79it/s]\nEpoch 0: |          | 7918/? [47:15<00:00,  2.79it/s]\nEpoch 0: |          | 7918/? [47:15<00:00,  2.79it/s]\nEpoch 0: |          | 7919/? [47:15<00:00,  2.79it/s]\nEpoch 0: |          | 7919/? [47:15<00:00,  2.79it/s]\nEpoch 0: |          | 7920/? [47:15<00:00,  2.79it/s]\nEpoch 0: |          | 7920/? [47:15<00:00,  2.79it/s]\nEpoch 0: |          | 7921/? [47:15<00:00,  2.79it/s]\nEpoch 0: |          | 7921/? [47:15<00:00,  2.79it/s]\nEpoch 0: |          | 7922/? [47:16<00:00,  2.79it/s]\nEpoch 0: |          | 7922/? [47:16<00:00,  2.79it/s]\nEpoch 0: |          | 7923/? [47:16<00:00,  2.79it/s]\nEpoch 0: |          | 7923/? [47:16<00:00,  2.79it/s]\nEpoch 0: |          | 7924/? [47:16<00:00,  2.79it/s]\nEpoch 0: |          | 7924/? [47:16<00:00,  2.79it/s]\nEpoch 0: |          | 7925/? [47:17<00:00,  2.79it/s]\nEpoch 0: |          | 7925/? [47:17<00:00,  2.79it/s]\nEpoch 0: |          | 7926/? [47:17<00:00,  2.79it/s]\nEpoch 0: |          | 7926/? [47:17<00:00,  2.79it/s]\nEpoch 0: |          | 7927/? [47:17<00:00,  2.79it/s]\nEpoch 0: |          | 7927/? [47:17<00:00,  2.79it/s]\nEpoch 0: |          | 7928/? [47:17<00:00,  2.79it/s]\nEpoch 0: |          | 7928/? [47:17<00:00,  2.79it/s]\nEpoch 0: |          | 7929/? [47:18<00:00,  2.79it/s]\nEpoch 0: |          | 7929/? [47:18<00:00,  2.79it/s]\nEpoch 0: |          | 7930/? [47:18<00:00,  2.79it/s]\nEpoch 0: |          | 7930/? [47:18<00:00,  2.79it/s]\nEpoch 0: |          | 7931/? [47:18<00:00,  2.79it/s]\nEpoch 0: |          | 7931/? [47:18<00:00,  2.79it/s]\nEpoch 0: |          | 7932/? [47:19<00:00,  2.79it/s]\nEpoch 0: |          | 7932/? [47:19<00:00,  2.79it/s]\nEpoch 0: |          | 7933/? [47:19<00:00,  2.79it/s]\nEpoch 0: |          | 7933/? [47:19<00:00,  2.79it/s]\nEpoch 0: |          | 7934/? [47:19<00:00,  2.79it/s]\nEpoch 0: |          | 7934/? [47:19<00:00,  2.79it/s]\nEpoch 0: |          | 7935/? [47:19<00:00,  2.79it/s]\nEpoch 0: |          | 7935/? [47:19<00:00,  2.79it/s]\nEpoch 0: |          | 7936/? [47:20<00:00,  2.79it/s]\nEpoch 0: |          | 7936/? [47:20<00:00,  2.79it/s]\nEpoch 0: |          | 7937/? [47:20<00:00,  2.79it/s]\nEpoch 0: |          | 7937/? [47:20<00:00,  2.79it/s]\nEpoch 0: |          | 7938/? [47:20<00:00,  2.79it/s]\nEpoch 0: |          | 7938/? [47:20<00:00,  2.79it/s]\nEpoch 0: |          | 7939/? [47:21<00:00,  2.79it/s]\nEpoch 0: |          | 7939/? [47:21<00:00,  2.79it/s]\nEpoch 0: |          | 7940/? [47:21<00:00,  2.79it/s]\nEpoch 0: |          | 7940/? [47:21<00:00,  2.79it/s]\nEpoch 0: |          | 7941/? [47:21<00:00,  2.79it/s]\nEpoch 0: |          | 7941/? [47:21<00:00,  2.79it/s]\nEpoch 0: |          | 7942/? [47:21<00:00,  2.79it/s]\nEpoch 0: |          | 7942/? [47:21<00:00,  2.79it/s]\nEpoch 0: |          | 7943/? [47:22<00:00,  2.79it/s]\nEpoch 0: |          | 7943/? [47:22<00:00,  2.79it/s]\nEpoch 0: |          | 7944/? [47:22<00:00,  2.79it/s]\nEpoch 0: |          | 7944/? [47:22<00:00,  2.79it/s]\nEpoch 0: |          | 7945/? [47:22<00:00,  2.79it/s]\nEpoch 0: |          | 7945/? [47:22<00:00,  2.79it/s]\nEpoch 0: |          | 7946/? [47:23<00:00,  2.79it/s]\nEpoch 0: |          | 7946/? [47:23<00:00,  2.79it/s]\nEpoch 0: |          | 7947/? [47:23<00:00,  2.79it/s]\nEpoch 0: |          | 7947/? [47:23<00:00,  2.79it/s]\nEpoch 0: |          | 7948/? [47:23<00:00,  2.80it/s]\nEpoch 0: |          | 7948/? [47:23<00:00,  2.80it/s]\nEpoch 0: |          | 7949/? [47:23<00:00,  2.80it/s]\nEpoch 0: |          | 7949/? [47:23<00:00,  2.80it/s]\nEpoch 0: |          | 7950/? [47:24<00:00,  2.80it/s]\nEpoch 0: |          | 7950/? [47:24<00:00,  2.80it/s]\nEpoch 0: |          | 7951/? [47:24<00:00,  2.80it/s]\nEpoch 0: |          | 7951/? [47:24<00:00,  2.80it/s]\nEpoch 0: |          | 7952/? [47:24<00:00,  2.80it/s]\nEpoch 0: |          | 7952/? [47:24<00:00,  2.80it/s]\nEpoch 0: |          | 7953/? [47:25<00:00,  2.80it/s]\nEpoch 0: |          | 7953/? [47:25<00:00,  2.80it/s]\nEpoch 0: |          | 7954/? [47:25<00:00,  2.80it/s]\nEpoch 0: |          | 7954/? [47:25<00:00,  2.80it/s]\nEpoch 0: |          | 7955/? [47:25<00:00,  2.80it/s]\nEpoch 0: |          | 7955/? [47:25<00:00,  2.80it/s]\nEpoch 0: |          | 7956/? [47:25<00:00,  2.80it/s]\nEpoch 0: |          | 7956/? [47:25<00:00,  2.80it/s]\nEpoch 0: |          | 7957/? [47:26<00:00,  2.80it/s]\nEpoch 0: |          | 7957/? [47:26<00:00,  2.80it/s]\nEpoch 0: |          | 7958/? [47:26<00:00,  2.80it/s]\nEpoch 0: |          | 7958/? [47:26<00:00,  2.80it/s]\nEpoch 0: |          | 7959/? [47:26<00:00,  2.80it/s]\nEpoch 0: |          | 7959/? [47:26<00:00,  2.80it/s]\nEpoch 0: |          | 7960/? [47:27<00:00,  2.80it/s]\nEpoch 0: |          | 7960/? [47:27<00:00,  2.80it/s]\nEpoch 0: |          | 7961/? [47:27<00:00,  2.80it/s]\nEpoch 0: |          | 7961/? [47:27<00:00,  2.80it/s]\nEpoch 0: |          | 7962/? [47:27<00:00,  2.80it/s]\nEpoch 0: |          | 7962/? [47:27<00:00,  2.80it/s]\nEpoch 0: |          | 7963/? [47:27<00:00,  2.80it/s]\nEpoch 0: |          | 7963/? [47:27<00:00,  2.80it/s]\nEpoch 0: |          | 7964/? [47:28<00:00,  2.80it/s]\nEpoch 0: |          | 7964/? [47:28<00:00,  2.80it/s]\nEpoch 0: |          | 7965/? [47:28<00:00,  2.80it/s]\nEpoch 0: |          | 7965/? [47:28<00:00,  2.80it/s]\nEpoch 0: |          | 7966/? [47:28<00:00,  2.80it/s]\nEpoch 0: |          | 7966/? [47:28<00:00,  2.80it/s]\nEpoch 0: |          | 7967/? [47:29<00:00,  2.80it/s]\nEpoch 0: |          | 7967/? [47:29<00:00,  2.80it/s]\nEpoch 0: |          | 7968/? [47:29<00:00,  2.80it/s]\nEpoch 0: |          | 7968/? [47:29<00:00,  2.80it/s]\nEpoch 0: |          | 7969/? [47:29<00:00,  2.80it/s]\nEpoch 0: |          | 7969/? [47:29<00:00,  2.80it/s]\nEpoch 0: |          | 7970/? [47:29<00:00,  2.80it/s]\nEpoch 0: |          | 7970/? [47:29<00:00,  2.80it/s]\nEpoch 0: |          | 7971/? [47:30<00:00,  2.80it/s]\nEpoch 0: |          | 7971/? [47:30<00:00,  2.80it/s]\nEpoch 0: |          | 7972/? [47:30<00:00,  2.80it/s]\nEpoch 0: |          | 7972/? [47:30<00:00,  2.80it/s]\nEpoch 0: |          | 7973/? [47:30<00:00,  2.80it/s]\nEpoch 0: |          | 7973/? [47:30<00:00,  2.80it/s]\nEpoch 0: |          | 7974/? [47:31<00:00,  2.80it/s]\nEpoch 0: |          | 7974/? [47:31<00:00,  2.80it/s]\nEpoch 0: |          | 7975/? [47:31<00:00,  2.80it/s]\nEpoch 0: |          | 7975/? [47:31<00:00,  2.80it/s]\nEpoch 0: |          | 7976/? [47:31<00:00,  2.80it/s]\nEpoch 0: |          | 7976/? [47:31<00:00,  2.80it/s]\nEpoch 0: |          | 7977/? [47:31<00:00,  2.80it/s]\nEpoch 0: |          | 7977/? [47:31<00:00,  2.80it/s]\nEpoch 0: |          | 7978/? [47:32<00:00,  2.80it/s]\nEpoch 0: |          | 7978/? [47:32<00:00,  2.80it/s]\nEpoch 0: |          | 7979/? [47:32<00:00,  2.80it/s]\nEpoch 0: |          | 7979/? [47:32<00:00,  2.80it/s]\nEpoch 0: |          | 7980/? [47:32<00:00,  2.80it/s]\nEpoch 0: |          | 7980/? [47:32<00:00,  2.80it/s]\nEpoch 0: |          | 7981/? [47:33<00:00,  2.80it/s]\nEpoch 0: |          | 7981/? [47:33<00:00,  2.80it/s]\nEpoch 0: |          | 7982/? [47:33<00:00,  2.80it/s]\nEpoch 0: |          | 7982/? [47:33<00:00,  2.80it/s]\nEpoch 0: |          | 7983/? [47:33<00:00,  2.80it/s]\nEpoch 0: |          | 7983/? [47:33<00:00,  2.80it/s]\nEpoch 0: |          | 7984/? [47:33<00:00,  2.80it/s]\nEpoch 0: |          | 7984/? [47:33<00:00,  2.80it/s]\nEpoch 0: |          | 7985/? [47:34<00:00,  2.80it/s]\nEpoch 0: |          | 7985/? [47:34<00:00,  2.80it/s]\nEpoch 0: |          | 7986/? [47:34<00:00,  2.80it/s]\nEpoch 0: |          | 7986/? [47:34<00:00,  2.80it/s]\nEpoch 0: |          | 7987/? [47:34<00:00,  2.80it/s]\nEpoch 0: |          | 7987/? [47:34<00:00,  2.80it/s]\nEpoch 0: |          | 7988/? [47:34<00:00,  2.80it/s]\nEpoch 0: |          | 7988/? [47:34<00:00,  2.80it/s]\nEpoch 0: |          | 7989/? [47:35<00:00,  2.80it/s]\nEpoch 0: |          | 7989/? [47:35<00:00,  2.80it/s]\nEpoch 0: |          | 7990/? [47:35<00:00,  2.80it/s]\nEpoch 0: |          | 7990/? [47:35<00:00,  2.80it/s]\nEpoch 0: |          | 7991/? [47:35<00:00,  2.80it/s]\nEpoch 0: |          | 7991/? [47:35<00:00,  2.80it/s]\nEpoch 0: |          | 7992/? [47:36<00:00,  2.80it/s]\nEpoch 0: |          | 7992/? [47:36<00:00,  2.80it/s]\nEpoch 0: |          | 7993/? [47:36<00:00,  2.80it/s]\nEpoch 0: |          | 7993/? [47:36<00:00,  2.80it/s]\nEpoch 0: |          | 7994/? [47:36<00:00,  2.80it/s]\nEpoch 0: |          | 7994/? [47:36<00:00,  2.80it/s]\nEpoch 0: |          | 7995/? [47:36<00:00,  2.80it/s]\nEpoch 0: |          | 7995/? [47:36<00:00,  2.80it/s]\nEpoch 0: |          | 7996/? [47:37<00:00,  2.80it/s]\nEpoch 0: |          | 7996/? [47:37<00:00,  2.80it/s]\nEpoch 0: |          | 7997/? [47:37<00:00,  2.80it/s]\nEpoch 0: |          | 7997/? [47:37<00:00,  2.80it/s]\nEpoch 0: |          | 7998/? [47:37<00:00,  2.80it/s]\nEpoch 0: |          | 7998/? [47:37<00:00,  2.80it/s]\nEpoch 0: |          | 7999/? [47:38<00:00,  2.80it/s]\nEpoch 0: |          | 7999/? [47:38<00:00,  2.80it/s]\nEpoch 0: |          | 8000/? [47:38<00:00,  2.80it/s]\nEpoch 0: |          | 8000/? [47:38<00:00,  2.80it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.46it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.03it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.13it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.86it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 8000/? [47:38<00:00,  2.80it/s]\nEpoch 0: |          | 8001/? [47:39<00:00,  2.80it/s]\nEpoch 0: |          | 8001/? [47:39<00:00,  2.80it/s]\nEpoch 0: |          | 8002/? [47:39<00:00,  2.80it/s]\nEpoch 0: |          | 8002/? [47:39<00:00,  2.80it/s]\nEpoch 0: |          | 8003/? [47:39<00:00,  2.80it/s]\nEpoch 0: |          | 8003/? [47:39<00:00,  2.80it/s]\nEpoch 0: |          | 8004/? [47:39<00:00,  2.80it/s]\nEpoch 0: |          | 8004/? [47:39<00:00,  2.80it/s]\nEpoch 0: |          | 8005/? [47:40<00:00,  2.80it/s]\nEpoch 0: |          | 8005/? [47:40<00:00,  2.80it/s]\nEpoch 0: |          | 8006/? [47:40<00:00,  2.80it/s]\nEpoch 0: |          | 8006/? [47:40<00:00,  2.80it/s]\nEpoch 0: |          | 8007/? [47:40<00:00,  2.80it/s]\nEpoch 0: |          | 8007/? [47:40<00:00,  2.80it/s]\nEpoch 0: |          | 8008/? [47:40<00:00,  2.80it/s]\nEpoch 0: |          | 8008/? [47:40<00:00,  2.80it/s]\nEpoch 0: |          | 8009/? [47:41<00:00,  2.80it/s]\nEpoch 0: |          | 8009/? [47:41<00:00,  2.80it/s]\nEpoch 0: |          | 8010/? [47:41<00:00,  2.80it/s]\nEpoch 0: |          | 8010/? [47:41<00:00,  2.80it/s]\nEpoch 0: |          | 8011/? [47:41<00:00,  2.80it/s]\nEpoch 0: |          | 8011/? [47:41<00:00,  2.80it/s]\nEpoch 0: |          | 8012/? [47:42<00:00,  2.80it/s]\nEpoch 0: |          | 8012/? [47:42<00:00,  2.80it/s]\nEpoch 0: |          | 8013/? [47:42<00:00,  2.80it/s]\nEpoch 0: |          | 8013/? [47:42<00:00,  2.80it/s]\nEpoch 0: |          | 8014/? [47:42<00:00,  2.80it/s]\nEpoch 0: |          | 8014/? [47:42<00:00,  2.80it/s]\nEpoch 0: |          | 8015/? [47:42<00:00,  2.80it/s]\nEpoch 0: |          | 8015/? [47:42<00:00,  2.80it/s]\nEpoch 0: |          | 8016/? [47:43<00:00,  2.80it/s]\nEpoch 0: |          | 8016/? [47:43<00:00,  2.80it/s]\nEpoch 0: |          | 8017/? [47:43<00:00,  2.80it/s]\nEpoch 0: |          | 8017/? [47:43<00:00,  2.80it/s]\nEpoch 0: |          | 8018/? [47:43<00:00,  2.80it/s]\nEpoch 0: |          | 8018/? [47:43<00:00,  2.80it/s]\nEpoch 0: |          | 8019/? [47:44<00:00,  2.80it/s]\nEpoch 0: |          | 8019/? [47:44<00:00,  2.80it/s]\nEpoch 0: |          | 8020/? [47:44<00:00,  2.80it/s]\nEpoch 0: |          | 8020/? [47:44<00:00,  2.80it/s]\nEpoch 0: |          | 8021/? [47:44<00:00,  2.80it/s]\nEpoch 0: |          | 8021/? [47:44<00:00,  2.80it/s]\nEpoch 0: |          | 8022/? [47:44<00:00,  2.80it/s]\nEpoch 0: |          | 8022/? [47:44<00:00,  2.80it/s]\nEpoch 0: |          | 8023/? [47:45<00:00,  2.80it/s]\nEpoch 0: |          | 8023/? [47:45<00:00,  2.80it/s]\nEpoch 0: |          | 8024/? [47:45<00:00,  2.80it/s]\nEpoch 0: |          | 8024/? [47:45<00:00,  2.80it/s]\nEpoch 0: |          | 8025/? [47:45<00:00,  2.80it/s]\nEpoch 0: |          | 8025/? [47:45<00:00,  2.80it/s]\nEpoch 0: |          | 8026/? [47:46<00:00,  2.80it/s]\nEpoch 0: |          | 8026/? [47:46<00:00,  2.80it/s]\nEpoch 0: |          | 8027/? [47:46<00:00,  2.80it/s]\nEpoch 0: |          | 8027/? [47:46<00:00,  2.80it/s]\nEpoch 0: |          | 8028/? [47:46<00:00,  2.80it/s]\nEpoch 0: |          | 8028/? [47:46<00:00,  2.80it/s]\nEpoch 0: |          | 8029/? [47:46<00:00,  2.80it/s]\nEpoch 0: |          | 8029/? [47:46<00:00,  2.80it/s]\nEpoch 0: |          | 8030/? [47:47<00:00,  2.80it/s]\nEpoch 0: |          | 8030/? [47:47<00:00,  2.80it/s]\nEpoch 0: |          | 8031/? [47:47<00:00,  2.80it/s]\nEpoch 0: |          | 8031/? [47:47<00:00,  2.80it/s]\nEpoch 0: |          | 8032/? [47:47<00:00,  2.80it/s]\nEpoch 0: |          | 8032/? [47:47<00:00,  2.80it/s]\nEpoch 0: |          | 8033/? [47:48<00:00,  2.80it/s]\nEpoch 0: |          | 8033/? [47:48<00:00,  2.80it/s]\nEpoch 0: |          | 8034/? [47:48<00:00,  2.80it/s]\nEpoch 0: |          | 8034/? [47:48<00:00,  2.80it/s]\nEpoch 0: |          | 8035/? [47:48<00:00,  2.80it/s]\nEpoch 0: |          | 8035/? [47:48<00:00,  2.80it/s]\nEpoch 0: |          | 8036/? [47:48<00:00,  2.80it/s]\nEpoch 0: |          | 8036/? [47:48<00:00,  2.80it/s]\nEpoch 0: |          | 8037/? [47:49<00:00,  2.80it/s]\nEpoch 0: |          | 8037/? [47:49<00:00,  2.80it/s]\nEpoch 0: |          | 8038/? [47:49<00:00,  2.80it/s]\nEpoch 0: |          | 8038/? [47:49<00:00,  2.80it/s]\nEpoch 0: |          | 8039/? [47:49<00:00,  2.80it/s]\nEpoch 0: |          | 8039/? [47:49<00:00,  2.80it/s]\nEpoch 0: |          | 8040/? [47:50<00:00,  2.80it/s]\nEpoch 0: |          | 8040/? [47:50<00:00,  2.80it/s]\nEpoch 0: |          | 8041/? [47:50<00:00,  2.80it/s]\nEpoch 0: |          | 8041/? [47:50<00:00,  2.80it/s]\nEpoch 0: |          | 8042/? [47:50<00:00,  2.80it/s]\nEpoch 0: |          | 8042/? [47:50<00:00,  2.80it/s]\nEpoch 0: |          | 8043/? [47:50<00:00,  2.80it/s]\nEpoch 0: |          | 8043/? [47:50<00:00,  2.80it/s]\nEpoch 0: |          | 8044/? [47:51<00:00,  2.80it/s]\nEpoch 0: |          | 8044/? [47:51<00:00,  2.80it/s]\nEpoch 0: |          | 8045/? [47:51<00:00,  2.80it/s]\nEpoch 0: |          | 8045/? [47:51<00:00,  2.80it/s]\nEpoch 0: |          | 8046/? [47:51<00:00,  2.80it/s]\nEpoch 0: |          | 8046/? [47:51<00:00,  2.80it/s]\nEpoch 0: |          | 8047/? [47:52<00:00,  2.80it/s]\nEpoch 0: |          | 8047/? [47:52<00:00,  2.80it/s]\nEpoch 0: |          | 8048/? [47:52<00:00,  2.80it/s]\nEpoch 0: |          | 8048/? [47:52<00:00,  2.80it/s]\nEpoch 0: |          | 8049/? [47:52<00:00,  2.80it/s]\nEpoch 0: |          | 8049/? [47:52<00:00,  2.80it/s]\nEpoch 0: |          | 8050/? [47:52<00:00,  2.80it/s]\nEpoch 0: |          | 8050/? [47:52<00:00,  2.80it/s]\nEpoch 0: |          | 8051/? [47:53<00:00,  2.80it/s]\nEpoch 0: |          | 8051/? [47:53<00:00,  2.80it/s]\nEpoch 0: |          | 8052/? [47:53<00:00,  2.80it/s]\nEpoch 0: |          | 8052/? [47:53<00:00,  2.80it/s]\nEpoch 0: |          | 8053/? [47:53<00:00,  2.80it/s]\nEpoch 0: |          | 8053/? [47:53<00:00,  2.80it/s]\nEpoch 0: |          | 8054/? [47:54<00:00,  2.80it/s]\nEpoch 0: |          | 8054/? [47:54<00:00,  2.80it/s]\nEpoch 0: |          | 8055/? [47:54<00:00,  2.80it/s]\nEpoch 0: |          | 8055/? [47:54<00:00,  2.80it/s]\nEpoch 0: |          | 8056/? [47:54<00:00,  2.80it/s]\nEpoch 0: |          | 8056/? [47:54<00:00,  2.80it/s]\nEpoch 0: |          | 8057/? [47:54<00:00,  2.80it/s]\nEpoch 0: |          | 8057/? [47:54<00:00,  2.80it/s]\nEpoch 0: |          | 8058/? [47:55<00:00,  2.80it/s]\nEpoch 0: |          | 8058/? [47:55<00:00,  2.80it/s]\nEpoch 0: |          | 8059/? [47:55<00:00,  2.80it/s]\nEpoch 0: |          | 8059/? [47:55<00:00,  2.80it/s]\nEpoch 0: |          | 8060/? [47:55<00:00,  2.80it/s]\nEpoch 0: |          | 8060/? [47:55<00:00,  2.80it/s]\nEpoch 0: |          | 8061/? [47:56<00:00,  2.80it/s]\nEpoch 0: |          | 8061/? [47:56<00:00,  2.80it/s]\nEpoch 0: |          | 8062/? [47:56<00:00,  2.80it/s]\nEpoch 0: |          | 8062/? [47:56<00:00,  2.80it/s]\nEpoch 0: |          | 8063/? [47:56<00:00,  2.80it/s]\nEpoch 0: |          | 8063/? [47:56<00:00,  2.80it/s]\nEpoch 0: |          | 8064/? [47:56<00:00,  2.80it/s]\nEpoch 0: |          | 8064/? [47:56<00:00,  2.80it/s]\nEpoch 0: |          | 8065/? [47:57<00:00,  2.80it/s]\nEpoch 0: |          | 8065/? [47:57<00:00,  2.80it/s]\nEpoch 0: |          | 8066/? [47:57<00:00,  2.80it/s]\nEpoch 0: |          | 8066/? [47:57<00:00,  2.80it/s]\nEpoch 0: |          | 8067/? [47:57<00:00,  2.80it/s]\nEpoch 0: |          | 8067/? [47:57<00:00,  2.80it/s]\nEpoch 0: |          | 8068/? [47:57<00:00,  2.80it/s]\nEpoch 0: |          | 8068/? [47:57<00:00,  2.80it/s]\nEpoch 0: |          | 8069/? [47:58<00:00,  2.80it/s]\nEpoch 0: |          | 8069/? [47:58<00:00,  2.80it/s]\nEpoch 0: |          | 8070/? [47:58<00:00,  2.80it/s]\nEpoch 0: |          | 8070/? [47:58<00:00,  2.80it/s]\nEpoch 0: |          | 8071/? [47:58<00:00,  2.80it/s]\nEpoch 0: |          | 8071/? [47:58<00:00,  2.80it/s]\nEpoch 0: |          | 8072/? [47:59<00:00,  2.80it/s]\nEpoch 0: |          | 8072/? [47:59<00:00,  2.80it/s]\nEpoch 0: |          | 8073/? [47:59<00:00,  2.80it/s]\nEpoch 0: |          | 8073/? [47:59<00:00,  2.80it/s]\nEpoch 0: |          | 8074/? [47:59<00:00,  2.80it/s]\nEpoch 0: |          | 8074/? [47:59<00:00,  2.80it/s]\nEpoch 0: |          | 8075/? [47:59<00:00,  2.80it/s]\nEpoch 0: |          | 8075/? [47:59<00:00,  2.80it/s]\nEpoch 0: |          | 8076/? [48:00<00:00,  2.80it/s]\nEpoch 0: |          | 8076/? [48:00<00:00,  2.80it/s]\nEpoch 0: |          | 8077/? [48:00<00:00,  2.80it/s]\nEpoch 0: |          | 8077/? [48:00<00:00,  2.80it/s]\nEpoch 0: |          | 8078/? [48:00<00:00,  2.80it/s]\nEpoch 0: |          | 8078/? [48:00<00:00,  2.80it/s]\nEpoch 0: |          | 8079/? [48:01<00:00,  2.80it/s]\nEpoch 0: |          | 8079/? [48:01<00:00,  2.80it/s]\nEpoch 0: |          | 8080/? [48:01<00:00,  2.80it/s]\nEpoch 0: |          | 8080/? [48:01<00:00,  2.80it/s]\nEpoch 0: |          | 8081/? [48:01<00:00,  2.80it/s]\nEpoch 0: |          | 8081/? [48:01<00:00,  2.80it/s]\nEpoch 0: |          | 8082/? [48:01<00:00,  2.80it/s]\nEpoch 0: |          | 8082/? [48:01<00:00,  2.80it/s]\nEpoch 0: |          | 8083/? [48:02<00:00,  2.80it/s]\nEpoch 0: |          | 8083/? [48:02<00:00,  2.80it/s]\nEpoch 0: |          | 8084/? [48:02<00:00,  2.80it/s]\nEpoch 0: |          | 8084/? [48:02<00:00,  2.80it/s]\nEpoch 0: |          | 8085/? [48:02<00:00,  2.80it/s]\nEpoch 0: |          | 8085/? [48:02<00:00,  2.80it/s]\nEpoch 0: |          | 8086/? [48:03<00:00,  2.80it/s]\nEpoch 0: |          | 8086/? [48:03<00:00,  2.80it/s]\nEpoch 0: |          | 8087/? [48:03<00:00,  2.80it/s]\nEpoch 0: |          | 8087/? [48:03<00:00,  2.80it/s]\nEpoch 0: |          | 8088/? [48:03<00:00,  2.80it/s]\nEpoch 0: |          | 8088/? [48:03<00:00,  2.80it/s]\nEpoch 0: |          | 8089/? [48:03<00:00,  2.80it/s]\nEpoch 0: |          | 8089/? [48:03<00:00,  2.80it/s]\nEpoch 0: |          | 8090/? [48:04<00:00,  2.80it/s]\nEpoch 0: |          | 8090/? [48:04<00:00,  2.80it/s]\nEpoch 0: |          | 8091/? [48:04<00:00,  2.81it/s]\nEpoch 0: |          | 8091/? [48:04<00:00,  2.81it/s]\nEpoch 0: |          | 8092/? [48:04<00:00,  2.81it/s]\nEpoch 0: |          | 8092/? [48:04<00:00,  2.81it/s]\nEpoch 0: |          | 8093/? [48:05<00:00,  2.81it/s]\nEpoch 0: |          | 8093/? [48:05<00:00,  2.81it/s]\nEpoch 0: |          | 8094/? [48:05<00:00,  2.81it/s]\nEpoch 0: |          | 8094/? [48:05<00:00,  2.81it/s]\nEpoch 0: |          | 8095/? [48:05<00:00,  2.81it/s]\nEpoch 0: |          | 8095/? [48:05<00:00,  2.81it/s]\nEpoch 0: |          | 8096/? [48:05<00:00,  2.81it/s]\nEpoch 0: |          | 8096/? [48:05<00:00,  2.81it/s]\nEpoch 0: |          | 8097/? [48:06<00:00,  2.81it/s]\nEpoch 0: |          | 8097/? [48:06<00:00,  2.81it/s]\nEpoch 0: |          | 8098/? [48:06<00:00,  2.81it/s]\nEpoch 0: |          | 8098/? [48:06<00:00,  2.81it/s]\nEpoch 0: |          | 8099/? [48:06<00:00,  2.81it/s]\nEpoch 0: |          | 8099/? [48:06<00:00,  2.81it/s]\nEpoch 0: |          | 8100/? [48:07<00:00,  2.81it/s]\nEpoch 0: |          | 8100/? [48:07<00:00,  2.81it/s]\nEpoch 0: |          | 8101/? [48:07<00:00,  2.81it/s]\nEpoch 0: |          | 8101/? [48:07<00:00,  2.81it/s]\nEpoch 0: |          | 8102/? [48:07<00:00,  2.81it/s]\nEpoch 0: |          | 8102/? [48:07<00:00,  2.81it/s]\nEpoch 0: |          | 8103/? [48:07<00:00,  2.81it/s]\nEpoch 0: |          | 8103/? [48:07<00:00,  2.81it/s]\nEpoch 0: |          | 8104/? [48:08<00:00,  2.81it/s]\nEpoch 0: |          | 8104/? [48:08<00:00,  2.81it/s]\nEpoch 0: |          | 8105/? [48:08<00:00,  2.81it/s]\nEpoch 0: |          | 8105/? [48:08<00:00,  2.81it/s]\nEpoch 0: |          | 8106/? [48:08<00:00,  2.81it/s]\nEpoch 0: |          | 8106/? [48:08<00:00,  2.81it/s]\nEpoch 0: |          | 8107/? [48:08<00:00,  2.81it/s]\nEpoch 0: |          | 8107/? [48:08<00:00,  2.81it/s]\nEpoch 0: |          | 8108/? [48:09<00:00,  2.81it/s]\nEpoch 0: |          | 8108/? [48:09<00:00,  2.81it/s]\nEpoch 0: |          | 8109/? [48:09<00:00,  2.81it/s]\nEpoch 0: |          | 8109/? [48:09<00:00,  2.81it/s]\nEpoch 0: |          | 8110/? [48:09<00:00,  2.81it/s]\nEpoch 0: |          | 8110/? [48:09<00:00,  2.81it/s]\nEpoch 0: |          | 8111/? [48:10<00:00,  2.81it/s]\nEpoch 0: |          | 8111/? [48:10<00:00,  2.81it/s]\nEpoch 0: |          | 8112/? [48:10<00:00,  2.81it/s]\nEpoch 0: |          | 8112/? [48:10<00:00,  2.81it/s]\nEpoch 0: |          | 8113/? [48:10<00:00,  2.81it/s]\nEpoch 0: |          | 8113/? [48:10<00:00,  2.81it/s]\nEpoch 0: |          | 8114/? [48:10<00:00,  2.81it/s]\nEpoch 0: |          | 8114/? [48:10<00:00,  2.81it/s]\nEpoch 0: |          | 8115/? [48:11<00:00,  2.81it/s]\nEpoch 0: |          | 8115/? [48:11<00:00,  2.81it/s]\nEpoch 0: |          | 8116/? [48:11<00:00,  2.81it/s]\nEpoch 0: |          | 8116/? [48:11<00:00,  2.81it/s]\nEpoch 0: |          | 8117/? [48:11<00:00,  2.81it/s]\nEpoch 0: |          | 8117/? [48:11<00:00,  2.81it/s]\nEpoch 0: |          | 8118/? [48:12<00:00,  2.81it/s]\nEpoch 0: |          | 8118/? [48:12<00:00,  2.81it/s]\nEpoch 0: |          | 8119/? [48:12<00:00,  2.81it/s]\nEpoch 0: |          | 8119/? [48:12<00:00,  2.81it/s]\nEpoch 0: |          | 8120/? [48:12<00:00,  2.81it/s]\nEpoch 0: |          | 8120/? [48:12<00:00,  2.81it/s]\nEpoch 0: |          | 8121/? [48:12<00:00,  2.81it/s]\nEpoch 0: |          | 8121/? [48:12<00:00,  2.81it/s]\nEpoch 0: |          | 8122/? [48:13<00:00,  2.81it/s]\nEpoch 0: |          | 8122/? [48:13<00:00,  2.81it/s]\nEpoch 0: |          | 8123/? [48:13<00:00,  2.81it/s]\nEpoch 0: |          | 8123/? [48:13<00:00,  2.81it/s]\nEpoch 0: |          | 8124/? [48:13<00:00,  2.81it/s]\nEpoch 0: |          | 8124/? [48:13<00:00,  2.81it/s]\nEpoch 0: |          | 8125/? [48:14<00:00,  2.81it/s]\nEpoch 0: |          | 8125/? [48:14<00:00,  2.81it/s]\nEpoch 0: |          | 8126/? [48:14<00:00,  2.81it/s]\nEpoch 0: |          | 8126/? [48:14<00:00,  2.81it/s]\nEpoch 0: |          | 8127/? [48:14<00:00,  2.81it/s]\nEpoch 0: |          | 8127/? [48:14<00:00,  2.81it/s]\nEpoch 0: |          | 8128/? [48:14<00:00,  2.81it/s]\nEpoch 0: |          | 8128/? [48:14<00:00,  2.81it/s]\nEpoch 0: |          | 8129/? [48:15<00:00,  2.81it/s]\nEpoch 0: |          | 8129/? [48:15<00:00,  2.81it/s]\nEpoch 0: |          | 8130/? [48:15<00:00,  2.81it/s]\nEpoch 0: |          | 8130/? [48:15<00:00,  2.81it/s]\nEpoch 0: |          | 8131/? [48:15<00:00,  2.81it/s]\nEpoch 0: |          | 8131/? [48:15<00:00,  2.81it/s]\nEpoch 0: |          | 8132/? [48:16<00:00,  2.81it/s]\nEpoch 0: |          | 8132/? [48:16<00:00,  2.81it/s]\nEpoch 0: |          | 8133/? [48:16<00:00,  2.81it/s]\nEpoch 0: |          | 8133/? [48:16<00:00,  2.81it/s]\nEpoch 0: |          | 8134/? [48:16<00:00,  2.81it/s]\nEpoch 0: |          | 8134/? [48:16<00:00,  2.81it/s]\nEpoch 0: |          | 8135/? [48:16<00:00,  2.81it/s]\nEpoch 0: |          | 8135/? [48:16<00:00,  2.81it/s]\nEpoch 0: |          | 8136/? [48:17<00:00,  2.81it/s]\nEpoch 0: |          | 8136/? [48:17<00:00,  2.81it/s]\nEpoch 0: |          | 8137/? [48:17<00:00,  2.81it/s]\nEpoch 0: |          | 8137/? [48:17<00:00,  2.81it/s]\nEpoch 0: |          | 8138/? [48:17<00:00,  2.81it/s]\nEpoch 0: |          | 8138/? [48:17<00:00,  2.81it/s]\nEpoch 0: |          | 8139/? [48:18<00:00,  2.81it/s]\nEpoch 0: |          | 8139/? [48:18<00:00,  2.81it/s]\nEpoch 0: |          | 8140/? [48:18<00:00,  2.81it/s]\nEpoch 0: |          | 8140/? [48:18<00:00,  2.81it/s]\nEpoch 0: |          | 8141/? [48:18<00:00,  2.81it/s]\nEpoch 0: |          | 8141/? [48:18<00:00,  2.81it/s]\nEpoch 0: |          | 8142/? [48:18<00:00,  2.81it/s]\nEpoch 0: |          | 8142/? [48:18<00:00,  2.81it/s]\nEpoch 0: |          | 8143/? [48:19<00:00,  2.81it/s]\nEpoch 0: |          | 8143/? [48:19<00:00,  2.81it/s]\nEpoch 0: |          | 8144/? [48:19<00:00,  2.81it/s]\nEpoch 0: |          | 8144/? [48:19<00:00,  2.81it/s]\nEpoch 0: |          | 8145/? [48:19<00:00,  2.81it/s]\nEpoch 0: |          | 8145/? [48:19<00:00,  2.81it/s]\nEpoch 0: |          | 8146/? [48:19<00:00,  2.81it/s]\nEpoch 0: |          | 8146/? [48:19<00:00,  2.81it/s]\nEpoch 0: |          | 8147/? [48:20<00:00,  2.81it/s]\nEpoch 0: |          | 8147/? [48:20<00:00,  2.81it/s]\nEpoch 0: |          | 8148/? [48:20<00:00,  2.81it/s]\nEpoch 0: |          | 8148/? [48:20<00:00,  2.81it/s]\nEpoch 0: |          | 8149/? [48:20<00:00,  2.81it/s]\nEpoch 0: |          | 8149/? [48:20<00:00,  2.81it/s]\nEpoch 0: |          | 8150/? [48:21<00:00,  2.81it/s]\nEpoch 0: |          | 8150/? [48:21<00:00,  2.81it/s]\nEpoch 0: |          | 8151/? [48:21<00:00,  2.81it/s]\nEpoch 0: |          | 8151/? [48:21<00:00,  2.81it/s]\nEpoch 0: |          | 8152/? [48:21<00:00,  2.81it/s]\nEpoch 0: |          | 8152/? [48:21<00:00,  2.81it/s]\nEpoch 0: |          | 8153/? [48:21<00:00,  2.81it/s]\nEpoch 0: |          | 8153/? [48:21<00:00,  2.81it/s]\nEpoch 0: |          | 8154/? [48:22<00:00,  2.81it/s]\nEpoch 0: |          | 8154/? [48:22<00:00,  2.81it/s]\nEpoch 0: |          | 8155/? [48:22<00:00,  2.81it/s]\nEpoch 0: |          | 8155/? [48:22<00:00,  2.81it/s]\nEpoch 0: |          | 8156/? [48:22<00:00,  2.81it/s]\nEpoch 0: |          | 8156/? [48:22<00:00,  2.81it/s]\nEpoch 0: |          | 8157/? [48:23<00:00,  2.81it/s]\nEpoch 0: |          | 8157/? [48:23<00:00,  2.81it/s]\nEpoch 0: |          | 8158/? [48:23<00:00,  2.81it/s]\nEpoch 0: |          | 8158/? [48:23<00:00,  2.81it/s]\nEpoch 0: |          | 8159/? [48:23<00:00,  2.81it/s]\nEpoch 0: |          | 8159/? [48:23<00:00,  2.81it/s]\nEpoch 0: |          | 8160/? [48:23<00:00,  2.81it/s]\nEpoch 0: |          | 8160/? [48:23<00:00,  2.81it/s]\nEpoch 0: |          | 8161/? [48:24<00:00,  2.81it/s]\nEpoch 0: |          | 8161/? [48:24<00:00,  2.81it/s]\nEpoch 0: |          | 8162/? [48:24<00:00,  2.81it/s]\nEpoch 0: |          | 8162/? [48:24<00:00,  2.81it/s]\nEpoch 0: |          | 8163/? [48:24<00:00,  2.81it/s]\nEpoch 0: |          | 8163/? [48:24<00:00,  2.81it/s]\nEpoch 0: |          | 8164/? [48:25<00:00,  2.81it/s]\nEpoch 0: |          | 8164/? [48:25<00:00,  2.81it/s]\nEpoch 0: |          | 8165/? [48:25<00:00,  2.81it/s]\nEpoch 0: |          | 8165/? [48:25<00:00,  2.81it/s]\nEpoch 0: |          | 8166/? [48:25<00:00,  2.81it/s]\nEpoch 0: |          | 8166/? [48:25<00:00,  2.81it/s]\nEpoch 0: |          | 8167/? [48:25<00:00,  2.81it/s]\nEpoch 0: |          | 8167/? [48:25<00:00,  2.81it/s]\nEpoch 0: |          | 8168/? [48:26<00:00,  2.81it/s]\nEpoch 0: |          | 8168/? [48:26<00:00,  2.81it/s]\nEpoch 0: |          | 8169/? [48:26<00:00,  2.81it/s]\nEpoch 0: |          | 8169/? [48:26<00:00,  2.81it/s]\nEpoch 0: |          | 8170/? [48:26<00:00,  2.81it/s]\nEpoch 0: |          | 8170/? [48:26<00:00,  2.81it/s]\nEpoch 0: |          | 8171/? [48:27<00:00,  2.81it/s]\nEpoch 0: |          | 8171/? [48:27<00:00,  2.81it/s]\nEpoch 0: |          | 8172/? [48:27<00:00,  2.81it/s]\nEpoch 0: |          | 8172/? [48:27<00:00,  2.81it/s]\nEpoch 0: |          | 8173/? [48:27<00:00,  2.81it/s]\nEpoch 0: |          | 8173/? [48:27<00:00,  2.81it/s]\nEpoch 0: |          | 8174/? [48:27<00:00,  2.81it/s]\nEpoch 0: |          | 8174/? [48:27<00:00,  2.81it/s]\nEpoch 0: |          | 8175/? [48:28<00:00,  2.81it/s]\nEpoch 0: |          | 8175/? [48:28<00:00,  2.81it/s]\nEpoch 0: |          | 8176/? [48:28<00:00,  2.81it/s]\nEpoch 0: |          | 8176/? [48:28<00:00,  2.81it/s]\nEpoch 0: |          | 8177/? [48:28<00:00,  2.81it/s]\nEpoch 0: |          | 8177/? [48:28<00:00,  2.81it/s]\nEpoch 0: |          | 8178/? [48:28<00:00,  2.81it/s]\nEpoch 0: |          | 8178/? [48:28<00:00,  2.81it/s]\nEpoch 0: |          | 8179/? [48:29<00:00,  2.81it/s]\nEpoch 0: |          | 8179/? [48:29<00:00,  2.81it/s]\nEpoch 0: |          | 8180/? [48:29<00:00,  2.81it/s]\nEpoch 0: |          | 8180/? [48:29<00:00,  2.81it/s]\nEpoch 0: |          | 8181/? [48:29<00:00,  2.81it/s]\nEpoch 0: |          | 8181/? [48:29<00:00,  2.81it/s]\nEpoch 0: |          | 8182/? [48:30<00:00,  2.81it/s]\nEpoch 0: |          | 8182/? [48:30<00:00,  2.81it/s]\nEpoch 0: |          | 8183/? [48:30<00:00,  2.81it/s]\nEpoch 0: |          | 8183/? [48:30<00:00,  2.81it/s]\nEpoch 0: |          | 8184/? [48:30<00:00,  2.81it/s]\nEpoch 0: |          | 8184/? [48:30<00:00,  2.81it/s]\nEpoch 0: |          | 8185/? [48:30<00:00,  2.81it/s]\nEpoch 0: |          | 8185/? [48:30<00:00,  2.81it/s]\nEpoch 0: |          | 8186/? [48:31<00:00,  2.81it/s]\nEpoch 0: |          | 8186/? [48:31<00:00,  2.81it/s]\nEpoch 0: |          | 8187/? [48:31<00:00,  2.81it/s]\nEpoch 0: |          | 8187/? [48:31<00:00,  2.81it/s]\nEpoch 0: |          | 8188/? [48:31<00:00,  2.81it/s]\nEpoch 0: |          | 8188/? [48:31<00:00,  2.81it/s]\nEpoch 0: |          | 8189/? [48:32<00:00,  2.81it/s]\nEpoch 0: |          | 8189/? [48:32<00:00,  2.81it/s]\nEpoch 0: |          | 8190/? [48:32<00:00,  2.81it/s]\nEpoch 0: |          | 8190/? [48:32<00:00,  2.81it/s]\nEpoch 0: |          | 8191/? [48:32<00:00,  2.81it/s]\nEpoch 0: |          | 8191/? [48:32<00:00,  2.81it/s]\nEpoch 0: |          | 8192/? [48:32<00:00,  2.81it/s]\nEpoch 0: |          | 8192/? [48:32<00:00,  2.81it/s]\nEpoch 0: |          | 8193/? [48:33<00:00,  2.81it/s]\nEpoch 0: |          | 8193/? [48:33<00:00,  2.81it/s]\nEpoch 0: |          | 8194/? [48:33<00:00,  2.81it/s]\nEpoch 0: |          | 8194/? [48:33<00:00,  2.81it/s]\nEpoch 0: |          | 8195/? [48:33<00:00,  2.81it/s]\nEpoch 0: |          | 8195/? [48:33<00:00,  2.81it/s]\nEpoch 0: |          | 8196/? [48:34<00:00,  2.81it/s]\nEpoch 0: |          | 8196/? [48:34<00:00,  2.81it/s]\nEpoch 0: |          | 8197/? [48:34<00:00,  2.81it/s]\nEpoch 0: |          | 8197/? [48:34<00:00,  2.81it/s]\nEpoch 0: |          | 8198/? [48:34<00:00,  2.81it/s]\nEpoch 0: |          | 8198/? [48:34<00:00,  2.81it/s]\nEpoch 0: |          | 8199/? [48:34<00:00,  2.81it/s]\nEpoch 0: |          | 8199/? [48:34<00:00,  2.81it/s]\nEpoch 0: |          | 8200/? [48:35<00:00,  2.81it/s]\nEpoch 0: |          | 8200/? [48:35<00:00,  2.81it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.85it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.64it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.99it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.01it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 8200/? [48:35<00:00,  2.81it/s]\nEpoch 0: |          | 8201/? [48:35<00:00,  2.81it/s]\nEpoch 0: |          | 8201/? [48:35<00:00,  2.81it/s]\nEpoch 0: |          | 8202/? [48:36<00:00,  2.81it/s]\nEpoch 0: |          | 8202/? [48:36<00:00,  2.81it/s]\nEpoch 0: |          | 8203/? [48:36<00:00,  2.81it/s]\nEpoch 0: |          | 8203/? [48:36<00:00,  2.81it/s]\nEpoch 0: |          | 8204/? [48:36<00:00,  2.81it/s]\nEpoch 0: |          | 8204/? [48:36<00:00,  2.81it/s]\nEpoch 0: |          | 8205/? [48:36<00:00,  2.81it/s]\nEpoch 0: |          | 8205/? [48:36<00:00,  2.81it/s]\nEpoch 0: |          | 8206/? [48:37<00:00,  2.81it/s]\nEpoch 0: |          | 8206/? [48:37<00:00,  2.81it/s]\nEpoch 0: |          | 8207/? [48:37<00:00,  2.81it/s]\nEpoch 0: |          | 8207/? [48:37<00:00,  2.81it/s]\nEpoch 0: |          | 8208/? [48:37<00:00,  2.81it/s]\nEpoch 0: |          | 8208/? [48:37<00:00,  2.81it/s]\nEpoch 0: |          | 8209/? [48:38<00:00,  2.81it/s]\nEpoch 0: |          | 8209/? [48:38<00:00,  2.81it/s]\nEpoch 0: |          | 8210/? [48:38<00:00,  2.81it/s]\nEpoch 0: |          | 8210/? [48:38<00:00,  2.81it/s]\nEpoch 0: |          | 8211/? [48:38<00:00,  2.81it/s]\nEpoch 0: |          | 8211/? [48:38<00:00,  2.81it/s]\nEpoch 0: |          | 8212/? [48:38<00:00,  2.81it/s]\nEpoch 0: |          | 8212/? [48:38<00:00,  2.81it/s]\nEpoch 0: |          | 8213/? [48:39<00:00,  2.81it/s]\nEpoch 0: |          | 8213/? [48:39<00:00,  2.81it/s]\nEpoch 0: |          | 8214/? [48:39<00:00,  2.81it/s]\nEpoch 0: |          | 8214/? [48:39<00:00,  2.81it/s]\nEpoch 0: |          | 8215/? [48:39<00:00,  2.81it/s]\nEpoch 0: |          | 8215/? [48:39<00:00,  2.81it/s]\nEpoch 0: |          | 8216/? [48:40<00:00,  2.81it/s]\nEpoch 0: |          | 8216/? [48:40<00:00,  2.81it/s]\nEpoch 0: |          | 8217/? [48:40<00:00,  2.81it/s]\nEpoch 0: |          | 8217/? [48:40<00:00,  2.81it/s]\nEpoch 0: |          | 8218/? [48:40<00:00,  2.81it/s]\nEpoch 0: |          | 8218/? [48:40<00:00,  2.81it/s]\nEpoch 0: |          | 8219/? [48:40<00:00,  2.81it/s]\nEpoch 0: |          | 8219/? [48:40<00:00,  2.81it/s]\nEpoch 0: |          | 8220/? [48:41<00:00,  2.81it/s]\nEpoch 0: |          | 8220/? [48:41<00:00,  2.81it/s]\nEpoch 0: |          | 8221/? [48:41<00:00,  2.81it/s]\nEpoch 0: |          | 8221/? [48:41<00:00,  2.81it/s]\nEpoch 0: |          | 8222/? [48:41<00:00,  2.81it/s]\nEpoch 0: |          | 8222/? [48:41<00:00,  2.81it/s]\nEpoch 0: |          | 8223/? [48:42<00:00,  2.81it/s]\nEpoch 0: |          | 8223/? [48:42<00:00,  2.81it/s]\nEpoch 0: |          | 8224/? [48:42<00:00,  2.81it/s]\nEpoch 0: |          | 8224/? [48:42<00:00,  2.81it/s]\nEpoch 0: |          | 8225/? [48:42<00:00,  2.81it/s]\nEpoch 0: |          | 8225/? [48:42<00:00,  2.81it/s]\nEpoch 0: |          | 8226/? [48:42<00:00,  2.81it/s]\nEpoch 0: |          | 8226/? [48:42<00:00,  2.81it/s]\nEpoch 0: |          | 8227/? [48:43<00:00,  2.81it/s]\nEpoch 0: |          | 8227/? [48:43<00:00,  2.81it/s]\nEpoch 0: |          | 8228/? [48:43<00:00,  2.81it/s]\nEpoch 0: |          | 8228/? [48:43<00:00,  2.81it/s]\nEpoch 0: |          | 8229/? [48:43<00:00,  2.81it/s]\nEpoch 0: |          | 8229/? [48:43<00:00,  2.81it/s]\nEpoch 0: |          | 8230/? [48:43<00:00,  2.81it/s]\nEpoch 0: |          | 8230/? [48:43<00:00,  2.81it/s]\nEpoch 0: |          | 8231/? [48:44<00:00,  2.81it/s]\nEpoch 0: |          | 8231/? [48:44<00:00,  2.81it/s]\nEpoch 0: |          | 8232/? [48:44<00:00,  2.81it/s]\nEpoch 0: |          | 8232/? [48:44<00:00,  2.81it/s]\nEpoch 0: |          | 8233/? [48:44<00:00,  2.81it/s]\nEpoch 0: |          | 8233/? [48:44<00:00,  2.81it/s]\nEpoch 0: |          | 8234/? [48:45<00:00,  2.81it/s]\nEpoch 0: |          | 8234/? [48:45<00:00,  2.81it/s]\nEpoch 0: |          | 8235/? [48:45<00:00,  2.81it/s]\nEpoch 0: |          | 8235/? [48:45<00:00,  2.81it/s]\nEpoch 0: |          | 8236/? [48:45<00:00,  2.82it/s]\nEpoch 0: |          | 8236/? [48:45<00:00,  2.82it/s]\nEpoch 0: |          | 8237/? [48:45<00:00,  2.82it/s]\nEpoch 0: |          | 8237/? [48:45<00:00,  2.82it/s]\nEpoch 0: |          | 8238/? [48:46<00:00,  2.82it/s]\nEpoch 0: |          | 8238/? [48:46<00:00,  2.82it/s]\nEpoch 0: |          | 8239/? [48:46<00:00,  2.82it/s]\nEpoch 0: |          | 8239/? [48:46<00:00,  2.82it/s]\nEpoch 0: |          | 8240/? [48:46<00:00,  2.82it/s]\nEpoch 0: |          | 8240/? [48:46<00:00,  2.82it/s]\nEpoch 0: |          | 8241/? [48:47<00:00,  2.82it/s]\nEpoch 0: |          | 8241/? [48:47<00:00,  2.82it/s]\nEpoch 0: |          | 8242/? [48:47<00:00,  2.82it/s]\nEpoch 0: |          | 8242/? [48:47<00:00,  2.82it/s]\nEpoch 0: |          | 8243/? [48:47<00:00,  2.82it/s]\nEpoch 0: |          | 8243/? [48:47<00:00,  2.82it/s]\nEpoch 0: |          | 8244/? [48:47<00:00,  2.82it/s]\nEpoch 0: |          | 8244/? [48:47<00:00,  2.82it/s]\nEpoch 0: |          | 8245/? [48:48<00:00,  2.82it/s]\nEpoch 0: |          | 8245/? [48:48<00:00,  2.82it/s]\nEpoch 0: |          | 8246/? [48:48<00:00,  2.82it/s]\nEpoch 0: |          | 8246/? [48:48<00:00,  2.82it/s]\nEpoch 0: |          | 8247/? [48:48<00:00,  2.82it/s]\nEpoch 0: |          | 8247/? [48:48<00:00,  2.82it/s]\nEpoch 0: |          | 8248/? [48:49<00:00,  2.82it/s]\nEpoch 0: |          | 8248/? [48:49<00:00,  2.82it/s]\nEpoch 0: |          | 8249/? [48:49<00:00,  2.82it/s]\nEpoch 0: |          | 8249/? [48:49<00:00,  2.82it/s]\nEpoch 0: |          | 8250/? [48:49<00:00,  2.82it/s]\nEpoch 0: |          | 8250/? [48:49<00:00,  2.82it/s]\nEpoch 0: |          | 8251/? [48:49<00:00,  2.82it/s]\nEpoch 0: |          | 8251/? [48:49<00:00,  2.82it/s]\nEpoch 0: |          | 8252/? [48:50<00:00,  2.82it/s]\nEpoch 0: |          | 8252/? [48:50<00:00,  2.82it/s]\nEpoch 0: |          | 8253/? [48:50<00:00,  2.82it/s]\nEpoch 0: |          | 8253/? [48:50<00:00,  2.82it/s]\nEpoch 0: |          | 8254/? [48:50<00:00,  2.82it/s]\nEpoch 0: |          | 8254/? [48:50<00:00,  2.82it/s]\nEpoch 0: |          | 8255/? [48:51<00:00,  2.82it/s]\nEpoch 0: |          | 8255/? [48:51<00:00,  2.82it/s]\nEpoch 0: |          | 8256/? [48:51<00:00,  2.82it/s]\nEpoch 0: |          | 8256/? [48:51<00:00,  2.82it/s]\nEpoch 0: |          | 8257/? [48:51<00:00,  2.82it/s]\nEpoch 0: |          | 8257/? [48:51<00:00,  2.82it/s]\nEpoch 0: |          | 8258/? [48:51<00:00,  2.82it/s]\nEpoch 0: |          | 8258/? [48:51<00:00,  2.82it/s]\nEpoch 0: |          | 8259/? [48:52<00:00,  2.82it/s]\nEpoch 0: |          | 8259/? [48:52<00:00,  2.82it/s]\nEpoch 0: |          | 8260/? [48:52<00:00,  2.82it/s]\nEpoch 0: |          | 8260/? [48:52<00:00,  2.82it/s]\nEpoch 0: |          | 8261/? [48:52<00:00,  2.82it/s]\nEpoch 0: |          | 8261/? [48:52<00:00,  2.82it/s]\nEpoch 0: |          | 8262/? [48:53<00:00,  2.82it/s]\nEpoch 0: |          | 8262/? [48:53<00:00,  2.82it/s]\nEpoch 0: |          | 8263/? [48:53<00:00,  2.82it/s]\nEpoch 0: |          | 8263/? [48:53<00:00,  2.82it/s]\nEpoch 0: |          | 8264/? [48:53<00:00,  2.82it/s]\nEpoch 0: |          | 8264/? [48:53<00:00,  2.82it/s]\nEpoch 0: |          | 8265/? [48:53<00:00,  2.82it/s]\nEpoch 0: |          | 8265/? [48:53<00:00,  2.82it/s]\nEpoch 0: |          | 8266/? [48:54<00:00,  2.82it/s]\nEpoch 0: |          | 8266/? [48:54<00:00,  2.82it/s]\nEpoch 0: |          | 8267/? [48:54<00:00,  2.82it/s]\nEpoch 0: |          | 8267/? [48:54<00:00,  2.82it/s]\nEpoch 0: |          | 8268/? [48:54<00:00,  2.82it/s]\nEpoch 0: |          | 8268/? [48:54<00:00,  2.82it/s]\nEpoch 0: |          | 8269/? [48:55<00:00,  2.82it/s]\nEpoch 0: |          | 8269/? [48:55<00:00,  2.82it/s]\nEpoch 0: |          | 8270/? [48:55<00:00,  2.82it/s]\nEpoch 0: |          | 8270/? [48:55<00:00,  2.82it/s]\nEpoch 0: |          | 8271/? [48:55<00:00,  2.82it/s]\nEpoch 0: |          | 8271/? [48:55<00:00,  2.82it/s]\nEpoch 0: |          | 8272/? [48:55<00:00,  2.82it/s]\nEpoch 0: |          | 8272/? [48:55<00:00,  2.82it/s]\nEpoch 0: |          | 8273/? [48:56<00:00,  2.82it/s]\nEpoch 0: |          | 8273/? [48:56<00:00,  2.82it/s]\nEpoch 0: |          | 8274/? [48:56<00:00,  2.82it/s]\nEpoch 0: |          | 8274/? [48:56<00:00,  2.82it/s]\nEpoch 0: |          | 8275/? [48:56<00:00,  2.82it/s]\nEpoch 0: |          | 8275/? [48:56<00:00,  2.82it/s]\nEpoch 0: |          | 8276/? [48:56<00:00,  2.82it/s]\nEpoch 0: |          | 8276/? [48:56<00:00,  2.82it/s]\nEpoch 0: |          | 8277/? [48:57<00:00,  2.82it/s]\nEpoch 0: |          | 8277/? [48:57<00:00,  2.82it/s]\nEpoch 0: |          | 8278/? [48:57<00:00,  2.82it/s]\nEpoch 0: |          | 8278/? [48:57<00:00,  2.82it/s]\nEpoch 0: |          | 8279/? [48:57<00:00,  2.82it/s]\nEpoch 0: |          | 8279/? [48:57<00:00,  2.82it/s]\nEpoch 0: |          | 8280/? [48:58<00:00,  2.82it/s]\nEpoch 0: |          | 8280/? [48:58<00:00,  2.82it/s]\nEpoch 0: |          | 8281/? [48:58<00:00,  2.82it/s]\nEpoch 0: |          | 8281/? [48:58<00:00,  2.82it/s]\nEpoch 0: |          | 8282/? [48:58<00:00,  2.82it/s]\nEpoch 0: |          | 8282/? [48:58<00:00,  2.82it/s]\nEpoch 0: |          | 8283/? [48:58<00:00,  2.82it/s]\nEpoch 0: |          | 8283/? [48:58<00:00,  2.82it/s]\nEpoch 0: |          | 8284/? [48:59<00:00,  2.82it/s]\nEpoch 0: |          | 8284/? [48:59<00:00,  2.82it/s]\nEpoch 0: |          | 8285/? [48:59<00:00,  2.82it/s]\nEpoch 0: |          | 8285/? [48:59<00:00,  2.82it/s]\nEpoch 0: |          | 8286/? [48:59<00:00,  2.82it/s]\nEpoch 0: |          | 8286/? [48:59<00:00,  2.82it/s]\nEpoch 0: |          | 8287/? [49:00<00:00,  2.82it/s]\nEpoch 0: |          | 8287/? [49:00<00:00,  2.82it/s]\nEpoch 0: |          | 8288/? [49:00<00:00,  2.82it/s]\nEpoch 0: |          | 8288/? [49:00<00:00,  2.82it/s]\nEpoch 0: |          | 8289/? [49:00<00:00,  2.82it/s]\nEpoch 0: |          | 8289/? [49:00<00:00,  2.82it/s]\nEpoch 0: |          | 8290/? [49:00<00:00,  2.82it/s]\nEpoch 0: |          | 8290/? [49:00<00:00,  2.82it/s]\nEpoch 0: |          | 8291/? [49:01<00:00,  2.82it/s]\nEpoch 0: |          | 8291/? [49:01<00:00,  2.82it/s]\nEpoch 0: |          | 8292/? [49:01<00:00,  2.82it/s]\nEpoch 0: |          | 8292/? [49:01<00:00,  2.82it/s]\nEpoch 0: |          | 8293/? [49:01<00:00,  2.82it/s]\nEpoch 0: |          | 8293/? [49:01<00:00,  2.82it/s]\nEpoch 0: |          | 8294/? [49:02<00:00,  2.82it/s]\nEpoch 0: |          | 8294/? [49:02<00:00,  2.82it/s]\nEpoch 0: |          | 8295/? [49:02<00:00,  2.82it/s]\nEpoch 0: |          | 8295/? [49:02<00:00,  2.82it/s]\nEpoch 0: |          | 8296/? [49:02<00:00,  2.82it/s]\nEpoch 0: |          | 8296/? [49:02<00:00,  2.82it/s]\nEpoch 0: |          | 8297/? [49:02<00:00,  2.82it/s]\nEpoch 0: |          | 8297/? [49:02<00:00,  2.82it/s]\nEpoch 0: |          | 8298/? [49:03<00:00,  2.82it/s]\nEpoch 0: |          | 8298/? [49:03<00:00,  2.82it/s]\nEpoch 0: |          | 8299/? [49:03<00:00,  2.82it/s]\nEpoch 0: |          | 8299/? [49:03<00:00,  2.82it/s]\nEpoch 0: |          | 8300/? [49:03<00:00,  2.82it/s]\nEpoch 0: |          | 8300/? [49:03<00:00,  2.82it/s]\nEpoch 0: |          | 8301/? [49:04<00:00,  2.82it/s]\nEpoch 0: |          | 8301/? [49:04<00:00,  2.82it/s]\nEpoch 0: |          | 8302/? [49:04<00:00,  2.82it/s]\nEpoch 0: |          | 8302/? [49:04<00:00,  2.82it/s]\nEpoch 0: |          | 8303/? [49:04<00:00,  2.82it/s]\nEpoch 0: |          | 8303/? [49:04<00:00,  2.82it/s]\nEpoch 0: |          | 8304/? [49:04<00:00,  2.82it/s]\nEpoch 0: |          | 8304/? [49:04<00:00,  2.82it/s]\nEpoch 0: |          | 8305/? [49:05<00:00,  2.82it/s]\nEpoch 0: |          | 8305/? [49:05<00:00,  2.82it/s]\nEpoch 0: |          | 8306/? [49:05<00:00,  2.82it/s]\nEpoch 0: |          | 8306/? [49:05<00:00,  2.82it/s]\nEpoch 0: |          | 8307/? [49:05<00:00,  2.82it/s]\nEpoch 0: |          | 8307/? [49:05<00:00,  2.82it/s]\nEpoch 0: |          | 8308/? [49:05<00:00,  2.82it/s]\nEpoch 0: |          | 8308/? [49:05<00:00,  2.82it/s]\nEpoch 0: |          | 8309/? [49:06<00:00,  2.82it/s]\nEpoch 0: |          | 8309/? [49:06<00:00,  2.82it/s]\nEpoch 0: |          | 8310/? [49:06<00:00,  2.82it/s]\nEpoch 0: |          | 8310/? [49:06<00:00,  2.82it/s]\nEpoch 0: |          | 8311/? [49:06<00:00,  2.82it/s]\nEpoch 0: |          | 8311/? [49:06<00:00,  2.82it/s]\nEpoch 0: |          | 8312/? [49:07<00:00,  2.82it/s]\nEpoch 0: |          | 8312/? [49:07<00:00,  2.82it/s]\nEpoch 0: |          | 8313/? [49:07<00:00,  2.82it/s]\nEpoch 0: |          | 8313/? [49:07<00:00,  2.82it/s]\nEpoch 0: |          | 8314/? [49:07<00:00,  2.82it/s]\nEpoch 0: |          | 8314/? [49:07<00:00,  2.82it/s]\nEpoch 0: |          | 8315/? [49:07<00:00,  2.82it/s]\nEpoch 0: |          | 8315/? [49:07<00:00,  2.82it/s]\nEpoch 0: |          | 8316/? [49:08<00:00,  2.82it/s]\nEpoch 0: |          | 8316/? [49:08<00:00,  2.82it/s]\nEpoch 0: |          | 8317/? [49:08<00:00,  2.82it/s]\nEpoch 0: |          | 8317/? [49:08<00:00,  2.82it/s]\nEpoch 0: |          | 8318/? [49:08<00:00,  2.82it/s]\nEpoch 0: |          | 8318/? [49:08<00:00,  2.82it/s]\nEpoch 0: |          | 8319/? [49:09<00:00,  2.82it/s]\nEpoch 0: |          | 8319/? [49:09<00:00,  2.82it/s]\nEpoch 0: |          | 8320/? [49:09<00:00,  2.82it/s]\nEpoch 0: |          | 8320/? [49:09<00:00,  2.82it/s]\nEpoch 0: |          | 8321/? [49:09<00:00,  2.82it/s]\nEpoch 0: |          | 8321/? [49:09<00:00,  2.82it/s]\nEpoch 0: |          | 8322/? [49:09<00:00,  2.82it/s]\nEpoch 0: |          | 8322/? [49:09<00:00,  2.82it/s]\nEpoch 0: |          | 8323/? [49:10<00:00,  2.82it/s]\nEpoch 0: |          | 8323/? [49:10<00:00,  2.82it/s]\nEpoch 0: |          | 8324/? [49:10<00:00,  2.82it/s]\nEpoch 0: |          | 8324/? [49:10<00:00,  2.82it/s]\nEpoch 0: |          | 8325/? [49:10<00:00,  2.82it/s]\nEpoch 0: |          | 8325/? [49:10<00:00,  2.82it/s]\nEpoch 0: |          | 8326/? [49:11<00:00,  2.82it/s]\nEpoch 0: |          | 8326/? [49:11<00:00,  2.82it/s]\nEpoch 0: |          | 8327/? [49:11<00:00,  2.82it/s]\nEpoch 0: |          | 8327/? [49:11<00:00,  2.82it/s]\nEpoch 0: |          | 8328/? [49:11<00:00,  2.82it/s]\nEpoch 0: |          | 8328/? [49:11<00:00,  2.82it/s]\nEpoch 0: |          | 8329/? [49:11<00:00,  2.82it/s]\nEpoch 0: |          | 8329/? [49:11<00:00,  2.82it/s]\nEpoch 0: |          | 8330/? [49:12<00:00,  2.82it/s]\nEpoch 0: |          | 8330/? [49:12<00:00,  2.82it/s]\nEpoch 0: |          | 8331/? [49:12<00:00,  2.82it/s]\nEpoch 0: |          | 8331/? [49:12<00:00,  2.82it/s]\nEpoch 0: |          | 8332/? [49:12<00:00,  2.82it/s]\nEpoch 0: |          | 8332/? [49:12<00:00,  2.82it/s]\nEpoch 0: |          | 8333/? [49:13<00:00,  2.82it/s]\nEpoch 0: |          | 8333/? [49:13<00:00,  2.82it/s]\nEpoch 0: |          | 8334/? [49:13<00:00,  2.82it/s]\nEpoch 0: |          | 8334/? [49:13<00:00,  2.82it/s]\nEpoch 0: |          | 8335/? [49:13<00:00,  2.82it/s]\nEpoch 0: |          | 8335/? [49:13<00:00,  2.82it/s]\nEpoch 0: |          | 8336/? [49:13<00:00,  2.82it/s]\nEpoch 0: |          | 8336/? [49:13<00:00,  2.82it/s]\nEpoch 0: |          | 8337/? [49:14<00:00,  2.82it/s]\nEpoch 0: |          | 8337/? [49:14<00:00,  2.82it/s]\nEpoch 0: |          | 8338/? [49:14<00:00,  2.82it/s]\nEpoch 0: |          | 8338/? [49:14<00:00,  2.82it/s]\nEpoch 0: |          | 8339/? [49:14<00:00,  2.82it/s]\nEpoch 0: |          | 8339/? [49:14<00:00,  2.82it/s]\nEpoch 0: |          | 8340/? [49:15<00:00,  2.82it/s]\nEpoch 0: |          | 8340/? [49:15<00:00,  2.82it/s]\nEpoch 0: |          | 8341/? [49:15<00:00,  2.82it/s]\nEpoch 0: |          | 8341/? [49:15<00:00,  2.82it/s]\nEpoch 0: |          | 8342/? [49:15<00:00,  2.82it/s]\nEpoch 0: |          | 8342/? [49:15<00:00,  2.82it/s]\nEpoch 0: |          | 8343/? [49:15<00:00,  2.82it/s]\nEpoch 0: |          | 8343/? [49:15<00:00,  2.82it/s]\nEpoch 0: |          | 8344/? [49:16<00:00,  2.82it/s]\nEpoch 0: |          | 8344/? [49:16<00:00,  2.82it/s]\nEpoch 0: |          | 8345/? [49:16<00:00,  2.82it/s]\nEpoch 0: |          | 8345/? [49:16<00:00,  2.82it/s]\nEpoch 0: |          | 8346/? [49:16<00:00,  2.82it/s]\nEpoch 0: |          | 8346/? [49:16<00:00,  2.82it/s]\nEpoch 0: |          | 8347/? [49:17<00:00,  2.82it/s]\nEpoch 0: |          | 8347/? [49:17<00:00,  2.82it/s]\nEpoch 0: |          | 8348/? [49:17<00:00,  2.82it/s]\nEpoch 0: |          | 8348/? [49:17<00:00,  2.82it/s]\nEpoch 0: |          | 8349/? [49:17<00:00,  2.82it/s]\nEpoch 0: |          | 8349/? [49:17<00:00,  2.82it/s]\nEpoch 0: |          | 8350/? [49:17<00:00,  2.82it/s]\nEpoch 0: |          | 8350/? [49:17<00:00,  2.82it/s]\nEpoch 0: |          | 8351/? [49:18<00:00,  2.82it/s]\nEpoch 0: |          | 8351/? [49:18<00:00,  2.82it/s]\nEpoch 0: |          | 8352/? [49:18<00:00,  2.82it/s]\nEpoch 0: |          | 8352/? [49:18<00:00,  2.82it/s]\nEpoch 0: |          | 8353/? [49:18<00:00,  2.82it/s]\nEpoch 0: |          | 8353/? [49:18<00:00,  2.82it/s]\nEpoch 0: |          | 8354/? [49:18<00:00,  2.82it/s]\nEpoch 0: |          | 8354/? [49:18<00:00,  2.82it/s]\nEpoch 0: |          | 8355/? [49:19<00:00,  2.82it/s]\nEpoch 0: |          | 8355/? [49:19<00:00,  2.82it/s]\nEpoch 0: |          | 8356/? [49:19<00:00,  2.82it/s]\nEpoch 0: |          | 8356/? [49:19<00:00,  2.82it/s]\nEpoch 0: |          | 8357/? [49:19<00:00,  2.82it/s]\nEpoch 0: |          | 8357/? [49:19<00:00,  2.82it/s]\nEpoch 0: |          | 8358/? [49:20<00:00,  2.82it/s]\nEpoch 0: |          | 8358/? [49:20<00:00,  2.82it/s]\nEpoch 0: |          | 8359/? [49:20<00:00,  2.82it/s]\nEpoch 0: |          | 8359/? [49:20<00:00,  2.82it/s]\nEpoch 0: |          | 8360/? [49:20<00:00,  2.82it/s]\nEpoch 0: |          | 8360/? [49:20<00:00,  2.82it/s]\nEpoch 0: |          | 8361/? [49:20<00:00,  2.82it/s]\nEpoch 0: |          | 8361/? [49:20<00:00,  2.82it/s]\nEpoch 0: |          | 8362/? [49:21<00:00,  2.82it/s]\nEpoch 0: |          | 8362/? [49:21<00:00,  2.82it/s]\nEpoch 0: |          | 8363/? [49:21<00:00,  2.82it/s]\nEpoch 0: |          | 8363/? [49:21<00:00,  2.82it/s]\nEpoch 0: |          | 8364/? [49:21<00:00,  2.82it/s]\nEpoch 0: |          | 8364/? [49:21<00:00,  2.82it/s]\nEpoch 0: |          | 8365/? [49:22<00:00,  2.82it/s]\nEpoch 0: |          | 8365/? [49:22<00:00,  2.82it/s]\nEpoch 0: |          | 8366/? [49:22<00:00,  2.82it/s]\nEpoch 0: |          | 8366/? [49:22<00:00,  2.82it/s]\nEpoch 0: |          | 8367/? [49:22<00:00,  2.82it/s]\nEpoch 0: |          | 8367/? [49:22<00:00,  2.82it/s]\nEpoch 0: |          | 8368/? [49:22<00:00,  2.82it/s]\nEpoch 0: |          | 8368/? [49:22<00:00,  2.82it/s]\nEpoch 0: |          | 8369/? [49:23<00:00,  2.82it/s]\nEpoch 0: |          | 8369/? [49:23<00:00,  2.82it/s]\nEpoch 0: |          | 8370/? [49:23<00:00,  2.82it/s]\nEpoch 0: |          | 8370/? [49:23<00:00,  2.82it/s]\nEpoch 0: |          | 8371/? [49:23<00:00,  2.82it/s]\nEpoch 0: |          | 8371/? [49:23<00:00,  2.82it/s]\nEpoch 0: |          | 8372/? [49:24<00:00,  2.82it/s]\nEpoch 0: |          | 8372/? [49:24<00:00,  2.82it/s]\nEpoch 0: |          | 8373/? [49:24<00:00,  2.82it/s]\nEpoch 0: |          | 8373/? [49:24<00:00,  2.82it/s]\nEpoch 0: |          | 8374/? [49:24<00:00,  2.82it/s]\nEpoch 0: |          | 8374/? [49:24<00:00,  2.82it/s]\nEpoch 0: |          | 8375/? [49:24<00:00,  2.82it/s]\nEpoch 0: |          | 8375/? [49:24<00:00,  2.82it/s]\nEpoch 0: |          | 8376/? [49:25<00:00,  2.82it/s]\nEpoch 0: |          | 8376/? [49:25<00:00,  2.82it/s]\nEpoch 0: |          | 8377/? [49:25<00:00,  2.82it/s]\nEpoch 0: |          | 8377/? [49:25<00:00,  2.82it/s]\nEpoch 0: |          | 8378/? [49:25<00:00,  2.82it/s]\nEpoch 0: |          | 8378/? [49:25<00:00,  2.82it/s]\nEpoch 0: |          | 8379/? [49:26<00:00,  2.82it/s]\nEpoch 0: |          | 8379/? [49:26<00:00,  2.82it/s]\nEpoch 0: |          | 8380/? [49:26<00:00,  2.83it/s]\nEpoch 0: |          | 8380/? [49:26<00:00,  2.83it/s]\nEpoch 0: |          | 8381/? [49:26<00:00,  2.83it/s]\nEpoch 0: |          | 8381/? [49:26<00:00,  2.83it/s]\nEpoch 0: |          | 8382/? [49:26<00:00,  2.83it/s]\nEpoch 0: |          | 8382/? [49:26<00:00,  2.83it/s]\nEpoch 0: |          | 8383/? [49:27<00:00,  2.83it/s]\nEpoch 0: |          | 8383/? [49:27<00:00,  2.83it/s]\nEpoch 0: |          | 8384/? [49:27<00:00,  2.83it/s]\nEpoch 0: |          | 8384/? [49:27<00:00,  2.83it/s]\nEpoch 0: |          | 8385/? [49:27<00:00,  2.83it/s]\nEpoch 0: |          | 8385/? [49:27<00:00,  2.83it/s]\nEpoch 0: |          | 8386/? [49:28<00:00,  2.83it/s]\nEpoch 0: |          | 8386/? [49:28<00:00,  2.83it/s]\nEpoch 0: |          | 8387/? [49:28<00:00,  2.83it/s]\nEpoch 0: |          | 8387/? [49:28<00:00,  2.83it/s]\nEpoch 0: |          | 8388/? [49:28<00:00,  2.83it/s]\nEpoch 0: |          | 8388/? [49:28<00:00,  2.83it/s]\nEpoch 0: |          | 8389/? [49:28<00:00,  2.83it/s]\nEpoch 0: |          | 8389/? [49:28<00:00,  2.83it/s]\nEpoch 0: |          | 8390/? [49:29<00:00,  2.83it/s]\nEpoch 0: |          | 8390/? [49:29<00:00,  2.83it/s]\nEpoch 0: |          | 8391/? [49:29<00:00,  2.83it/s]\nEpoch 0: |          | 8391/? [49:29<00:00,  2.83it/s]\nEpoch 0: |          | 8392/? [49:29<00:00,  2.83it/s]\nEpoch 0: |          | 8392/? [49:29<00:00,  2.83it/s]\nEpoch 0: |          | 8393/? [49:30<00:00,  2.83it/s]\nEpoch 0: |          | 8393/? [49:30<00:00,  2.83it/s]\nEpoch 0: |          | 8394/? [49:30<00:00,  2.83it/s]\nEpoch 0: |          | 8394/? [49:30<00:00,  2.83it/s]\nEpoch 0: |          | 8395/? [49:30<00:00,  2.83it/s]\nEpoch 0: |          | 8395/? [49:30<00:00,  2.83it/s]\nEpoch 0: |          | 8396/? [49:30<00:00,  2.83it/s]\nEpoch 0: |          | 8396/? [49:30<00:00,  2.83it/s]\nEpoch 0: |          | 8397/? [49:31<00:00,  2.83it/s]\nEpoch 0: |          | 8397/? [49:31<00:00,  2.83it/s]\nEpoch 0: |          | 8398/? [49:31<00:00,  2.83it/s]\nEpoch 0: |          | 8398/? [49:31<00:00,  2.83it/s]\nEpoch 0: |          | 8399/? [49:31<00:00,  2.83it/s]\nEpoch 0: |          | 8399/? [49:31<00:00,  2.83it/s]\nEpoch 0: |          | 8400/? [49:31<00:00,  2.83it/s]\nEpoch 0: |          | 8400/? [49:31<00:00,  2.83it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.89it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.59it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.42it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.11it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 8400/? [49:32<00:00,  2.83it/s]\nEpoch 0: |          | 8401/? [49:32<00:00,  2.83it/s]\nEpoch 0: |          | 8401/? [49:32<00:00,  2.83it/s]\nEpoch 0: |          | 8402/? [49:32<00:00,  2.83it/s]\nEpoch 0: |          | 8402/? [49:32<00:00,  2.83it/s]\nEpoch 0: |          | 8403/? [49:33<00:00,  2.83it/s]\nEpoch 0: |          | 8403/? [49:33<00:00,  2.83it/s]\nEpoch 0: |          | 8404/? [49:33<00:00,  2.83it/s]\nEpoch 0: |          | 8404/? [49:33<00:00,  2.83it/s]\nEpoch 0: |          | 8405/? [49:33<00:00,  2.83it/s]\nEpoch 0: |          | 8405/? [49:33<00:00,  2.83it/s]\nEpoch 0: |          | 8406/? [49:34<00:00,  2.83it/s]\nEpoch 0: |          | 8406/? [49:34<00:00,  2.83it/s]\nEpoch 0: |          | 8407/? [49:34<00:00,  2.83it/s]\nEpoch 0: |          | 8407/? [49:34<00:00,  2.83it/s]\nEpoch 0: |          | 8408/? [49:34<00:00,  2.83it/s]\nEpoch 0: |          | 8408/? [49:34<00:00,  2.83it/s]\nEpoch 0: |          | 8409/? [49:34<00:00,  2.83it/s]\nEpoch 0: |          | 8409/? [49:34<00:00,  2.83it/s]\nEpoch 0: |          | 8410/? [49:35<00:00,  2.83it/s]\nEpoch 0: |          | 8410/? [49:35<00:00,  2.83it/s]\nEpoch 0: |          | 8411/? [49:35<00:00,  2.83it/s]\nEpoch 0: |          | 8411/? [49:35<00:00,  2.83it/s]\nEpoch 0: |          | 8412/? [49:35<00:00,  2.83it/s]\nEpoch 0: |          | 8412/? [49:35<00:00,  2.83it/s]\nEpoch 0: |          | 8413/? [49:35<00:00,  2.83it/s]\nEpoch 0: |          | 8413/? [49:35<00:00,  2.83it/s]\nEpoch 0: |          | 8414/? [49:36<00:00,  2.83it/s]\nEpoch 0: |          | 8414/? [49:36<00:00,  2.83it/s]\nEpoch 0: |          | 8415/? [49:36<00:00,  2.83it/s]\nEpoch 0: |          | 8415/? [49:36<00:00,  2.83it/s]\nEpoch 0: |          | 8416/? [49:36<00:00,  2.83it/s]\nEpoch 0: |          | 8416/? [49:36<00:00,  2.83it/s]\nEpoch 0: |          | 8417/? [49:37<00:00,  2.83it/s]\nEpoch 0: |          | 8417/? [49:37<00:00,  2.83it/s]\nEpoch 0: |          | 8418/? [49:37<00:00,  2.83it/s]\nEpoch 0: |          | 8418/? [49:37<00:00,  2.83it/s]\nEpoch 0: |          | 8419/? [49:37<00:00,  2.83it/s]\nEpoch 0: |          | 8419/? [49:37<00:00,  2.83it/s]\nEpoch 0: |          | 8420/? [49:37<00:00,  2.83it/s]\nEpoch 0: |          | 8420/? [49:37<00:00,  2.83it/s]\nEpoch 0: |          | 8421/? [49:38<00:00,  2.83it/s]\nEpoch 0: |          | 8421/? [49:38<00:00,  2.83it/s]\nEpoch 0: |          | 8422/? [49:38<00:00,  2.83it/s]\nEpoch 0: |          | 8422/? [49:38<00:00,  2.83it/s]\nEpoch 0: |          | 8423/? [49:38<00:00,  2.83it/s]\nEpoch 0: |          | 8423/? [49:38<00:00,  2.83it/s]\nEpoch 0: |          | 8424/? [49:39<00:00,  2.83it/s]\nEpoch 0: |          | 8424/? [49:39<00:00,  2.83it/s]\nEpoch 0: |          | 8425/? [49:39<00:00,  2.83it/s]\nEpoch 0: |          | 8425/? [49:39<00:00,  2.83it/s]\nEpoch 0: |          | 8426/? [49:39<00:00,  2.83it/s]\nEpoch 0: |          | 8426/? [49:39<00:00,  2.83it/s]\nEpoch 0: |          | 8427/? [49:39<00:00,  2.83it/s]\nEpoch 0: |          | 8427/? [49:39<00:00,  2.83it/s]\nEpoch 0: |          | 8428/? [49:40<00:00,  2.83it/s]\nEpoch 0: |          | 8428/? [49:40<00:00,  2.83it/s]\nEpoch 0: |          | 8429/? [49:40<00:00,  2.83it/s]\nEpoch 0: |          | 8429/? [49:40<00:00,  2.83it/s]\nEpoch 0: |          | 8430/? [49:40<00:00,  2.83it/s]\nEpoch 0: |          | 8430/? [49:40<00:00,  2.83it/s]\nEpoch 0: |          | 8431/? [49:41<00:00,  2.83it/s]\nEpoch 0: |          | 8431/? [49:41<00:00,  2.83it/s]\nEpoch 0: |          | 8432/? [49:41<00:00,  2.83it/s]\nEpoch 0: |          | 8432/? [49:41<00:00,  2.83it/s]\nEpoch 0: |          | 8433/? [49:41<00:00,  2.83it/s]\nEpoch 0: |          | 8433/? [49:41<00:00,  2.83it/s]\nEpoch 0: |          | 8434/? [49:41<00:00,  2.83it/s]\nEpoch 0: |          | 8434/? [49:41<00:00,  2.83it/s]\nEpoch 0: |          | 8435/? [49:42<00:00,  2.83it/s]\nEpoch 0: |          | 8435/? [49:42<00:00,  2.83it/s]\nEpoch 0: |          | 8436/? [49:42<00:00,  2.83it/s]\nEpoch 0: |          | 8436/? [49:42<00:00,  2.83it/s]\nEpoch 0: |          | 8437/? [49:42<00:00,  2.83it/s]\nEpoch 0: |          | 8437/? [49:42<00:00,  2.83it/s]\nEpoch 0: |          | 8438/? [49:43<00:00,  2.83it/s]\nEpoch 0: |          | 8438/? [49:43<00:00,  2.83it/s]\nEpoch 0: |          | 8439/? [49:43<00:00,  2.83it/s]\nEpoch 0: |          | 8439/? [49:43<00:00,  2.83it/s]\nEpoch 0: |          | 8440/? [49:43<00:00,  2.83it/s]\nEpoch 0: |          | 8440/? [49:43<00:00,  2.83it/s]\nEpoch 0: |          | 8441/? [49:43<00:00,  2.83it/s]\nEpoch 0: |          | 8441/? [49:43<00:00,  2.83it/s]\nEpoch 0: |          | 8442/? [49:44<00:00,  2.83it/s]\nEpoch 0: |          | 8442/? [49:44<00:00,  2.83it/s]\nEpoch 0: |          | 8443/? [49:44<00:00,  2.83it/s]\nEpoch 0: |          | 8443/? [49:44<00:00,  2.83it/s]\nEpoch 0: |          | 8444/? [49:44<00:00,  2.83it/s]\nEpoch 0: |          | 8444/? [49:44<00:00,  2.83it/s]\nEpoch 0: |          | 8445/? [49:45<00:00,  2.83it/s]\nEpoch 0: |          | 8445/? [49:45<00:00,  2.83it/s]\nEpoch 0: |          | 8446/? [49:45<00:00,  2.83it/s]\nEpoch 0: |          | 8446/? [49:45<00:00,  2.83it/s]\nEpoch 0: |          | 8447/? [49:45<00:00,  2.83it/s]\nEpoch 0: |          | 8447/? [49:45<00:00,  2.83it/s]\nEpoch 0: |          | 8448/? [49:45<00:00,  2.83it/s]\nEpoch 0: |          | 8448/? [49:45<00:00,  2.83it/s]\nEpoch 0: |          | 8449/? [49:46<00:00,  2.83it/s]\nEpoch 0: |          | 8449/? [49:46<00:00,  2.83it/s]\nEpoch 0: |          | 8450/? [49:46<00:00,  2.83it/s]\nEpoch 0: |          | 8450/? [49:46<00:00,  2.83it/s]\nEpoch 0: |          | 8451/? [49:46<00:00,  2.83it/s]\nEpoch 0: |          | 8451/? [49:46<00:00,  2.83it/s]\nEpoch 0: |          | 8452/? [49:47<00:00,  2.83it/s]\nEpoch 0: |          | 8452/? [49:47<00:00,  2.83it/s]\nEpoch 0: |          | 8453/? [49:47<00:00,  2.83it/s]\nEpoch 0: |          | 8453/? [49:47<00:00,  2.83it/s]\nEpoch 0: |          | 8454/? [49:47<00:00,  2.83it/s]\nEpoch 0: |          | 8454/? [49:47<00:00,  2.83it/s]\nEpoch 0: |          | 8455/? [49:47<00:00,  2.83it/s]\nEpoch 0: |          | 8455/? [49:47<00:00,  2.83it/s]\nEpoch 0: |          | 8456/? [49:48<00:00,  2.83it/s]\nEpoch 0: |          | 8456/? [49:48<00:00,  2.83it/s]\nEpoch 0: |          | 8457/? [49:48<00:00,  2.83it/s]\nEpoch 0: |          | 8457/? [49:48<00:00,  2.83it/s]\nEpoch 0: |          | 8458/? [49:48<00:00,  2.83it/s]\nEpoch 0: |          | 8458/? [49:48<00:00,  2.83it/s]\nEpoch 0: |          | 8459/? [49:49<00:00,  2.83it/s]\nEpoch 0: |          | 8459/? [49:49<00:00,  2.83it/s]\nEpoch 0: |          | 8460/? [49:49<00:00,  2.83it/s]\nEpoch 0: |          | 8460/? [49:49<00:00,  2.83it/s]\nEpoch 0: |          | 8461/? [49:49<00:00,  2.83it/s]\nEpoch 0: |          | 8461/? [49:49<00:00,  2.83it/s]\nEpoch 0: |          | 8462/? [49:49<00:00,  2.83it/s]\nEpoch 0: |          | 8462/? [49:49<00:00,  2.83it/s]\nEpoch 0: |          | 8463/? [49:50<00:00,  2.83it/s]\nEpoch 0: |          | 8463/? [49:50<00:00,  2.83it/s]\nEpoch 0: |          | 8464/? [49:50<00:00,  2.83it/s]\nEpoch 0: |          | 8464/? [49:50<00:00,  2.83it/s]\nEpoch 0: |          | 8465/? [49:50<00:00,  2.83it/s]\nEpoch 0: |          | 8465/? [49:50<00:00,  2.83it/s]\nEpoch 0: |          | 8466/? [49:50<00:00,  2.83it/s]\nEpoch 0: |          | 8466/? [49:50<00:00,  2.83it/s]\nEpoch 0: |          | 8467/? [49:51<00:00,  2.83it/s]\nEpoch 0: |          | 8467/? [49:51<00:00,  2.83it/s]\nEpoch 0: |          | 8468/? [49:51<00:00,  2.83it/s]\nEpoch 0: |          | 8468/? [49:51<00:00,  2.83it/s]\nEpoch 0: |          | 8469/? [49:51<00:00,  2.83it/s]\nEpoch 0: |          | 8469/? [49:51<00:00,  2.83it/s]\nEpoch 0: |          | 8470/? [49:52<00:00,  2.83it/s]\nEpoch 0: |          | 8470/? [49:52<00:00,  2.83it/s]\nEpoch 0: |          | 8471/? [49:52<00:00,  2.83it/s]\nEpoch 0: |          | 8471/? [49:52<00:00,  2.83it/s]\nEpoch 0: |          | 8472/? [49:52<00:00,  2.83it/s]\nEpoch 0: |          | 8472/? [49:52<00:00,  2.83it/s]\nEpoch 0: |          | 8473/? [49:52<00:00,  2.83it/s]\nEpoch 0: |          | 8473/? [49:52<00:00,  2.83it/s]\nEpoch 0: |          | 8474/? [49:53<00:00,  2.83it/s]\nEpoch 0: |          | 8474/? [49:53<00:00,  2.83it/s]\nEpoch 0: |          | 8475/? [49:53<00:00,  2.83it/s]\nEpoch 0: |          | 8475/? [49:53<00:00,  2.83it/s]\nEpoch 0: |          | 8476/? [49:53<00:00,  2.83it/s]\nEpoch 0: |          | 8476/? [49:53<00:00,  2.83it/s]\nEpoch 0: |          | 8477/? [49:54<00:00,  2.83it/s]\nEpoch 0: |          | 8477/? [49:54<00:00,  2.83it/s]\nEpoch 0: |          | 8478/? [49:54<00:00,  2.83it/s]\nEpoch 0: |          | 8478/? [49:54<00:00,  2.83it/s]\nEpoch 0: |          | 8479/? [49:54<00:00,  2.83it/s]\nEpoch 0: |          | 8479/? [49:54<00:00,  2.83it/s]\nEpoch 0: |          | 8480/? [49:54<00:00,  2.83it/s]\nEpoch 0: |          | 8480/? [49:54<00:00,  2.83it/s]\nEpoch 0: |          | 8481/? [49:55<00:00,  2.83it/s]\nEpoch 0: |          | 8481/? [49:55<00:00,  2.83it/s]\nEpoch 0: |          | 8482/? [49:55<00:00,  2.83it/s]\nEpoch 0: |          | 8482/? [49:55<00:00,  2.83it/s]\nEpoch 0: |          | 8483/? [49:55<00:00,  2.83it/s]\nEpoch 0: |          | 8483/? [49:55<00:00,  2.83it/s]\nEpoch 0: |          | 8484/? [49:56<00:00,  2.83it/s]\nEpoch 0: |          | 8484/? [49:56<00:00,  2.83it/s]\nEpoch 0: |          | 8485/? [49:56<00:00,  2.83it/s]\nEpoch 0: |          | 8485/? [49:56<00:00,  2.83it/s]\nEpoch 0: |          | 8486/? [49:56<00:00,  2.83it/s]\nEpoch 0: |          | 8486/? [49:56<00:00,  2.83it/s]\nEpoch 0: |          | 8487/? [49:56<00:00,  2.83it/s]\nEpoch 0: |          | 8487/? [49:56<00:00,  2.83it/s]\nEpoch 0: |          | 8488/? [49:57<00:00,  2.83it/s]\nEpoch 0: |          | 8488/? [49:57<00:00,  2.83it/s]\nEpoch 0: |          | 8489/? [49:57<00:00,  2.83it/s]\nEpoch 0: |          | 8489/? [49:57<00:00,  2.83it/s]\nEpoch 0: |          | 8490/? [49:57<00:00,  2.83it/s]\nEpoch 0: |          | 8490/? [49:57<00:00,  2.83it/s]\nEpoch 0: |          | 8491/? [49:58<00:00,  2.83it/s]\nEpoch 0: |          | 8491/? [49:58<00:00,  2.83it/s]\nEpoch 0: |          | 8492/? [49:58<00:00,  2.83it/s]\nEpoch 0: |          | 8492/? [49:58<00:00,  2.83it/s]\nEpoch 0: |          | 8493/? [49:58<00:00,  2.83it/s]\nEpoch 0: |          | 8493/? [49:58<00:00,  2.83it/s]\nEpoch 0: |          | 8494/? [49:58<00:00,  2.83it/s]\nEpoch 0: |          | 8494/? [49:58<00:00,  2.83it/s]\nEpoch 0: |          | 8495/? [49:59<00:00,  2.83it/s]\nEpoch 0: |          | 8495/? [49:59<00:00,  2.83it/s]\nEpoch 0: |          | 8496/? [49:59<00:00,  2.83it/s]\nEpoch 0: |          | 8496/? [49:59<00:00,  2.83it/s]\nEpoch 0: |          | 8497/? [49:59<00:00,  2.83it/s]\nEpoch 0: |          | 8497/? [49:59<00:00,  2.83it/s]\nEpoch 0: |          | 8498/? [50:00<00:00,  2.83it/s]\nEpoch 0: |          | 8498/? [50:00<00:00,  2.83it/s]\nEpoch 0: |          | 8499/? [50:00<00:00,  2.83it/s]\nEpoch 0: |          | 8499/? [50:00<00:00,  2.83it/s]\nEpoch 0: |          | 8500/? [50:00<00:00,  2.83it/s]\nEpoch 0: |          | 8500/? [50:00<00:00,  2.83it/s]\nEpoch 0: |          | 8501/? [50:00<00:00,  2.83it/s]\nEpoch 0: |          | 8501/? [50:00<00:00,  2.83it/s]\nEpoch 0: |          | 8502/? [50:01<00:00,  2.83it/s]\nEpoch 0: |          | 8502/? [50:01<00:00,  2.83it/s]\nEpoch 0: |          | 8503/? [50:01<00:00,  2.83it/s]\nEpoch 0: |          | 8503/? [50:01<00:00,  2.83it/s]\nEpoch 0: |          | 8504/? [50:01<00:00,  2.83it/s]\nEpoch 0: |          | 8504/? [50:01<00:00,  2.83it/s]\nEpoch 0: |          | 8505/? [50:01<00:00,  2.83it/s]\nEpoch 0: |          | 8505/? [50:01<00:00,  2.83it/s]\nEpoch 0: |          | 8506/? [50:02<00:00,  2.83it/s]\nEpoch 0: |          | 8506/? [50:02<00:00,  2.83it/s]\nEpoch 0: |          | 8507/? [50:02<00:00,  2.83it/s]\nEpoch 0: |          | 8507/? [50:02<00:00,  2.83it/s]\nEpoch 0: |          | 8508/? [50:02<00:00,  2.83it/s]\nEpoch 0: |          | 8508/? [50:02<00:00,  2.83it/s]\nEpoch 0: |          | 8509/? [50:03<00:00,  2.83it/s]\nEpoch 0: |          | 8509/? [50:03<00:00,  2.83it/s]\nEpoch 0: |          | 8510/? [50:03<00:00,  2.83it/s]\nEpoch 0: |          | 8510/? [50:03<00:00,  2.83it/s]\nEpoch 0: |          | 8511/? [50:03<00:00,  2.83it/s]\nEpoch 0: |          | 8511/? [50:03<00:00,  2.83it/s]\nEpoch 0: |          | 8512/? [50:03<00:00,  2.83it/s]\nEpoch 0: |          | 8512/? [50:03<00:00,  2.83it/s]\nEpoch 0: |          | 8513/? [50:04<00:00,  2.83it/s]\nEpoch 0: |          | 8513/? [50:04<00:00,  2.83it/s]\nEpoch 0: |          | 8514/? [50:04<00:00,  2.83it/s]\nEpoch 0: |          | 8514/? [50:04<00:00,  2.83it/s]\nEpoch 0: |          | 8515/? [50:04<00:00,  2.83it/s]\nEpoch 0: |          | 8515/? [50:04<00:00,  2.83it/s]\nEpoch 0: |          | 8516/? [50:05<00:00,  2.83it/s]\nEpoch 0: |          | 8516/? [50:05<00:00,  2.83it/s]\nEpoch 0: |          | 8517/? [50:05<00:00,  2.83it/s]\nEpoch 0: |          | 8517/? [50:05<00:00,  2.83it/s]\nEpoch 0: |          | 8518/? [50:05<00:00,  2.83it/s]\nEpoch 0: |          | 8518/? [50:05<00:00,  2.83it/s]\nEpoch 0: |          | 8519/? [50:05<00:00,  2.83it/s]\nEpoch 0: |          | 8519/? [50:05<00:00,  2.83it/s]\nEpoch 0: |          | 8520/? [50:06<00:00,  2.83it/s]\nEpoch 0: |          | 8520/? [50:06<00:00,  2.83it/s]\nEpoch 0: |          | 8521/? [50:06<00:00,  2.83it/s]\nEpoch 0: |          | 8521/? [50:06<00:00,  2.83it/s]\nEpoch 0: |          | 8522/? [50:06<00:00,  2.83it/s]\nEpoch 0: |          | 8522/? [50:06<00:00,  2.83it/s]\nEpoch 0: |          | 8523/? [50:07<00:00,  2.83it/s]\nEpoch 0: |          | 8523/? [50:07<00:00,  2.83it/s]\nEpoch 0: |          | 8524/? [50:07<00:00,  2.83it/s]\nEpoch 0: |          | 8524/? [50:07<00:00,  2.83it/s]\nEpoch 0: |          | 8525/? [50:07<00:00,  2.83it/s]\nEpoch 0: |          | 8525/? [50:07<00:00,  2.83it/s]\nEpoch 0: |          | 8526/? [50:07<00:00,  2.83it/s]\nEpoch 0: |          | 8526/? [50:07<00:00,  2.83it/s]\nEpoch 0: |          | 8527/? [50:08<00:00,  2.83it/s]\nEpoch 0: |          | 8527/? [50:08<00:00,  2.83it/s]\nEpoch 0: |          | 8528/? [50:08<00:00,  2.83it/s]\nEpoch 0: |          | 8528/? [50:08<00:00,  2.83it/s]\nEpoch 0: |          | 8529/? [50:08<00:00,  2.83it/s]\nEpoch 0: |          | 8529/? [50:08<00:00,  2.83it/s]\nEpoch 0: |          | 8530/? [50:08<00:00,  2.83it/s]\nEpoch 0: |          | 8530/? [50:08<00:00,  2.83it/s]\nEpoch 0: |          | 8531/? [50:09<00:00,  2.83it/s]\nEpoch 0: |          | 8531/? [50:09<00:00,  2.83it/s]\nEpoch 0: |          | 8532/? [50:09<00:00,  2.83it/s]\nEpoch 0: |          | 8532/? [50:09<00:00,  2.83it/s]\nEpoch 0: |          | 8533/? [50:09<00:00,  2.84it/s]\nEpoch 0: |          | 8533/? [50:09<00:00,  2.84it/s]\nEpoch 0: |          | 8534/? [50:10<00:00,  2.84it/s]\nEpoch 0: |          | 8534/? [50:10<00:00,  2.84it/s]\nEpoch 0: |          | 8535/? [50:10<00:00,  2.84it/s]\nEpoch 0: |          | 8535/? [50:10<00:00,  2.84it/s]\nEpoch 0: |          | 8536/? [50:10<00:00,  2.84it/s]\nEpoch 0: |          | 8536/? [50:10<00:00,  2.84it/s]\nEpoch 0: |          | 8537/? [50:10<00:00,  2.84it/s]\nEpoch 0: |          | 8537/? [50:10<00:00,  2.84it/s]\nEpoch 0: |          | 8538/? [50:11<00:00,  2.84it/s]\nEpoch 0: |          | 8538/? [50:11<00:00,  2.84it/s]\nEpoch 0: |          | 8539/? [50:11<00:00,  2.84it/s]\nEpoch 0: |          | 8539/? [50:11<00:00,  2.84it/s]\nEpoch 0: |          | 8540/? [50:11<00:00,  2.84it/s]\nEpoch 0: |          | 8540/? [50:11<00:00,  2.84it/s]\nEpoch 0: |          | 8541/? [50:12<00:00,  2.84it/s]\nEpoch 0: |          | 8541/? [50:12<00:00,  2.84it/s]\nEpoch 0: |          | 8542/? [50:12<00:00,  2.84it/s]\nEpoch 0: |          | 8542/? [50:12<00:00,  2.84it/s]\nEpoch 0: |          | 8543/? [50:12<00:00,  2.84it/s]\nEpoch 0: |          | 8543/? [50:12<00:00,  2.84it/s]\nEpoch 0: |          | 8544/? [50:12<00:00,  2.84it/s]\nEpoch 0: |          | 8544/? [50:12<00:00,  2.84it/s]\nEpoch 0: |          | 8545/? [50:13<00:00,  2.84it/s]\nEpoch 0: |          | 8545/? [50:13<00:00,  2.84it/s]\nEpoch 0: |          | 8546/? [50:13<00:00,  2.84it/s]\nEpoch 0: |          | 8546/? [50:13<00:00,  2.84it/s]\nEpoch 0: |          | 8547/? [50:13<00:00,  2.84it/s]\nEpoch 0: |          | 8547/? [50:13<00:00,  2.84it/s]\nEpoch 0: |          | 8548/? [50:14<00:00,  2.84it/s]\nEpoch 0: |          | 8548/? [50:14<00:00,  2.84it/s]\nEpoch 0: |          | 8549/? [50:14<00:00,  2.84it/s]\nEpoch 0: |          | 8549/? [50:14<00:00,  2.84it/s]\nEpoch 0: |          | 8550/? [50:14<00:00,  2.84it/s]\nEpoch 0: |          | 8550/? [50:14<00:00,  2.84it/s]\nEpoch 0: |          | 8551/? [50:14<00:00,  2.84it/s]\nEpoch 0: |          | 8551/? [50:14<00:00,  2.84it/s]\nEpoch 0: |          | 8552/? [50:15<00:00,  2.84it/s]\nEpoch 0: |          | 8552/? [50:15<00:00,  2.84it/s]\nEpoch 0: |          | 8553/? [50:15<00:00,  2.84it/s]\nEpoch 0: |          | 8553/? [50:15<00:00,  2.84it/s]\nEpoch 0: |          | 8554/? [50:15<00:00,  2.84it/s]\nEpoch 0: |          | 8554/? [50:15<00:00,  2.84it/s]\nEpoch 0: |          | 8555/? [50:16<00:00,  2.84it/s]\nEpoch 0: |          | 8555/? [50:16<00:00,  2.84it/s]\nEpoch 0: |          | 8556/? [50:16<00:00,  2.84it/s]\nEpoch 0: |          | 8556/? [50:16<00:00,  2.84it/s]\nEpoch 0: |          | 8557/? [50:16<00:00,  2.84it/s]\nEpoch 0: |          | 8557/? [50:16<00:00,  2.84it/s]\nEpoch 0: |          | 8558/? [50:16<00:00,  2.84it/s]\nEpoch 0: |          | 8558/? [50:16<00:00,  2.84it/s]\nEpoch 0: |          | 8559/? [50:17<00:00,  2.84it/s]\nEpoch 0: |          | 8559/? [50:17<00:00,  2.84it/s]\nEpoch 0: |          | 8560/? [50:17<00:00,  2.84it/s]\nEpoch 0: |          | 8560/? [50:17<00:00,  2.84it/s]\nEpoch 0: |          | 8561/? [50:17<00:00,  2.84it/s]\nEpoch 0: |          | 8561/? [50:17<00:00,  2.84it/s]\nEpoch 0: |          | 8562/? [50:18<00:00,  2.84it/s]\nEpoch 0: |          | 8562/? [50:18<00:00,  2.84it/s]\nEpoch 0: |          | 8563/? [50:18<00:00,  2.84it/s]\nEpoch 0: |          | 8563/? [50:18<00:00,  2.84it/s]\nEpoch 0: |          | 8564/? [50:18<00:00,  2.84it/s]\nEpoch 0: |          | 8564/? [50:18<00:00,  2.84it/s]\nEpoch 0: |          | 8565/? [50:18<00:00,  2.84it/s]\nEpoch 0: |          | 8565/? [50:18<00:00,  2.84it/s]\nEpoch 0: |          | 8566/? [50:19<00:00,  2.84it/s]\nEpoch 0: |          | 8566/? [50:19<00:00,  2.84it/s]\nEpoch 0: |          | 8567/? [50:19<00:00,  2.84it/s]\nEpoch 0: |          | 8567/? [50:19<00:00,  2.84it/s]\nEpoch 0: |          | 8568/? [50:19<00:00,  2.84it/s]\nEpoch 0: |          | 8568/? [50:19<00:00,  2.84it/s]\nEpoch 0: |          | 8569/? [50:19<00:00,  2.84it/s]\nEpoch 0: |          | 8569/? [50:19<00:00,  2.84it/s]\nEpoch 0: |          | 8570/? [50:20<00:00,  2.84it/s]\nEpoch 0: |          | 8570/? [50:20<00:00,  2.84it/s]\nEpoch 0: |          | 8571/? [50:20<00:00,  2.84it/s]\nEpoch 0: |          | 8571/? [50:20<00:00,  2.84it/s]\nEpoch 0: |          | 8572/? [50:20<00:00,  2.84it/s]\nEpoch 0: |          | 8572/? [50:20<00:00,  2.84it/s]\nEpoch 0: |          | 8573/? [50:21<00:00,  2.84it/s]\nEpoch 0: |          | 8573/? [50:21<00:00,  2.84it/s]\nEpoch 0: |          | 8574/? [50:21<00:00,  2.84it/s]\nEpoch 0: |          | 8574/? [50:21<00:00,  2.84it/s]\nEpoch 0: |          | 8575/? [50:21<00:00,  2.84it/s]\nEpoch 0: |          | 8575/? [50:21<00:00,  2.84it/s]\nEpoch 0: |          | 8576/? [50:21<00:00,  2.84it/s]\nEpoch 0: |          | 8576/? [50:21<00:00,  2.84it/s]\nEpoch 0: |          | 8577/? [50:22<00:00,  2.84it/s]\nEpoch 0: |          | 8577/? [50:22<00:00,  2.84it/s]\nEpoch 0: |          | 8578/? [50:22<00:00,  2.84it/s]\nEpoch 0: |          | 8578/? [50:22<00:00,  2.84it/s]\nEpoch 0: |          | 8579/? [50:22<00:00,  2.84it/s]\nEpoch 0: |          | 8579/? [50:22<00:00,  2.84it/s]\nEpoch 0: |          | 8580/? [50:23<00:00,  2.84it/s]\nEpoch 0: |          | 8580/? [50:23<00:00,  2.84it/s]\nEpoch 0: |          | 8581/? [50:23<00:00,  2.84it/s]\nEpoch 0: |          | 8581/? [50:23<00:00,  2.84it/s]\nEpoch 0: |          | 8582/? [50:23<00:00,  2.84it/s]\nEpoch 0: |          | 8582/? [50:23<00:00,  2.84it/s]\nEpoch 0: |          | 8583/? [50:23<00:00,  2.84it/s]\nEpoch 0: |          | 8583/? [50:23<00:00,  2.84it/s]\nEpoch 0: |          | 8584/? [50:24<00:00,  2.84it/s]\nEpoch 0: |          | 8584/? [50:24<00:00,  2.84it/s]\nEpoch 0: |          | 8585/? [50:24<00:00,  2.84it/s]\nEpoch 0: |          | 8585/? [50:24<00:00,  2.84it/s]\nEpoch 0: |          | 8586/? [50:24<00:00,  2.84it/s]\nEpoch 0: |          | 8586/? [50:24<00:00,  2.84it/s]\nEpoch 0: |          | 8587/? [50:25<00:00,  2.84it/s]\nEpoch 0: |          | 8587/? [50:25<00:00,  2.84it/s]\nEpoch 0: |          | 8588/? [50:25<00:00,  2.84it/s]\nEpoch 0: |          | 8588/? [50:25<00:00,  2.84it/s]\nEpoch 0: |          | 8589/? [50:25<00:00,  2.84it/s]\nEpoch 0: |          | 8589/? [50:25<00:00,  2.84it/s]\nEpoch 0: |          | 8590/? [50:25<00:00,  2.84it/s]\nEpoch 0: |          | 8590/? [50:25<00:00,  2.84it/s]\nEpoch 0: |          | 8591/? [50:26<00:00,  2.84it/s]\nEpoch 0: |          | 8591/? [50:26<00:00,  2.84it/s]\nEpoch 0: |          | 8592/? [50:26<00:00,  2.84it/s]\nEpoch 0: |          | 8592/? [50:26<00:00,  2.84it/s]\nEpoch 0: |          | 8593/? [50:26<00:00,  2.84it/s]\nEpoch 0: |          | 8593/? [50:26<00:00,  2.84it/s]\nEpoch 0: |          | 8594/? [50:27<00:00,  2.84it/s]\nEpoch 0: |          | 8594/? [50:27<00:00,  2.84it/s]\nEpoch 0: |          | 8595/? [50:27<00:00,  2.84it/s]\nEpoch 0: |          | 8595/? [50:27<00:00,  2.84it/s]\nEpoch 0: |          | 8596/? [50:27<00:00,  2.84it/s]\nEpoch 0: |          | 8596/? [50:27<00:00,  2.84it/s]\nEpoch 0: |          | 8597/? [50:27<00:00,  2.84it/s]\nEpoch 0: |          | 8597/? [50:27<00:00,  2.84it/s]\nEpoch 0: |          | 8598/? [50:28<00:00,  2.84it/s]\nEpoch 0: |          | 8598/? [50:28<00:00,  2.84it/s]\nEpoch 0: |          | 8599/? [50:28<00:00,  2.84it/s]\nEpoch 0: |          | 8599/? [50:28<00:00,  2.84it/s]\nEpoch 0: |          | 8600/? [50:28<00:00,  2.84it/s]\nEpoch 0: |          | 8600/? [50:28<00:00,  2.84it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.86it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.35it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.99it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.84it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 8600/? [50:29<00:00,  2.84it/s]\nEpoch 0: |          | 8601/? [50:29<00:00,  2.84it/s]\nEpoch 0: |          | 8601/? [50:29<00:00,  2.84it/s]\nEpoch 0: |          | 8602/? [50:29<00:00,  2.84it/s]\nEpoch 0: |          | 8602/? [50:29<00:00,  2.84it/s]\nEpoch 0: |          | 8603/? [50:29<00:00,  2.84it/s]\nEpoch 0: |          | 8603/? [50:29<00:00,  2.84it/s]\nEpoch 0: |          | 8604/? [50:30<00:00,  2.84it/s]\nEpoch 0: |          | 8604/? [50:30<00:00,  2.84it/s]\nEpoch 0: |          | 8605/? [50:30<00:00,  2.84it/s]\nEpoch 0: |          | 8605/? [50:30<00:00,  2.84it/s]\nEpoch 0: |          | 8606/? [50:30<00:00,  2.84it/s]\nEpoch 0: |          | 8606/? [50:30<00:00,  2.84it/s]\nEpoch 0: |          | 8607/? [50:31<00:00,  2.84it/s]\nEpoch 0: |          | 8607/? [50:31<00:00,  2.84it/s]\nEpoch 0: |          | 8608/? [50:31<00:00,  2.84it/s]\nEpoch 0: |          | 8608/? [50:31<00:00,  2.84it/s]\nEpoch 0: |          | 8609/? [50:31<00:00,  2.84it/s]\nEpoch 0: |          | 8609/? [50:31<00:00,  2.84it/s]\nEpoch 0: |          | 8610/? [50:31<00:00,  2.84it/s]\nEpoch 0: |          | 8610/? [50:31<00:00,  2.84it/s]\nEpoch 0: |          | 8611/? [50:32<00:00,  2.84it/s]\nEpoch 0: |          | 8611/? [50:32<00:00,  2.84it/s]\nEpoch 0: |          | 8612/? [50:32<00:00,  2.84it/s]\nEpoch 0: |          | 8612/? [50:32<00:00,  2.84it/s]\nEpoch 0: |          | 8613/? [50:32<00:00,  2.84it/s]\nEpoch 0: |          | 8613/? [50:32<00:00,  2.84it/s]\nEpoch 0: |          | 8614/? [50:32<00:00,  2.84it/s]\nEpoch 0: |          | 8614/? [50:32<00:00,  2.84it/s]\nEpoch 0: |          | 8615/? [50:33<00:00,  2.84it/s]\nEpoch 0: |          | 8615/? [50:33<00:00,  2.84it/s]\nEpoch 0: |          | 8616/? [50:33<00:00,  2.84it/s]\nEpoch 0: |          | 8616/? [50:33<00:00,  2.84it/s]\nEpoch 0: |          | 8617/? [50:33<00:00,  2.84it/s]\nEpoch 0: |          | 8617/? [50:33<00:00,  2.84it/s]\nEpoch 0: |          | 8618/? [50:34<00:00,  2.84it/s]\nEpoch 0: |          | 8618/? [50:34<00:00,  2.84it/s]\nEpoch 0: |          | 8619/? [50:34<00:00,  2.84it/s]\nEpoch 0: |          | 8619/? [50:34<00:00,  2.84it/s]\nEpoch 0: |          | 8620/? [50:34<00:00,  2.84it/s]\nEpoch 0: |          | 8620/? [50:34<00:00,  2.84it/s]\nEpoch 0: |          | 8621/? [50:34<00:00,  2.84it/s]\nEpoch 0: |          | 8621/? [50:34<00:00,  2.84it/s]\nEpoch 0: |          | 8622/? [50:35<00:00,  2.84it/s]\nEpoch 0: |          | 8622/? [50:35<00:00,  2.84it/s]\nEpoch 0: |          | 8623/? [50:35<00:00,  2.84it/s]\nEpoch 0: |          | 8623/? [50:35<00:00,  2.84it/s]\nEpoch 0: |          | 8624/? [50:35<00:00,  2.84it/s]\nEpoch 0: |          | 8624/? [50:35<00:00,  2.84it/s]\nEpoch 0: |          | 8625/? [50:36<00:00,  2.84it/s]\nEpoch 0: |          | 8625/? [50:36<00:00,  2.84it/s]\nEpoch 0: |          | 8626/? [50:36<00:00,  2.84it/s]\nEpoch 0: |          | 8626/? [50:36<00:00,  2.84it/s]\nEpoch 0: |          | 8627/? [50:36<00:00,  2.84it/s]\nEpoch 0: |          | 8627/? [50:36<00:00,  2.84it/s]\nEpoch 0: |          | 8628/? [50:36<00:00,  2.84it/s]\nEpoch 0: |          | 8628/? [50:36<00:00,  2.84it/s]\nEpoch 0: |          | 8629/? [50:37<00:00,  2.84it/s]\nEpoch 0: |          | 8629/? [50:37<00:00,  2.84it/s]\nEpoch 0: |          | 8630/? [50:37<00:00,  2.84it/s]\nEpoch 0: |          | 8630/? [50:37<00:00,  2.84it/s]\nEpoch 0: |          | 8631/? [50:37<00:00,  2.84it/s]\nEpoch 0: |          | 8631/? [50:37<00:00,  2.84it/s]\nEpoch 0: |          | 8632/? [50:38<00:00,  2.84it/s]\nEpoch 0: |          | 8632/? [50:38<00:00,  2.84it/s]\nEpoch 0: |          | 8633/? [50:38<00:00,  2.84it/s]\nEpoch 0: |          | 8633/? [50:38<00:00,  2.84it/s]\nEpoch 0: |          | 8634/? [50:38<00:00,  2.84it/s]\nEpoch 0: |          | 8634/? [50:38<00:00,  2.84it/s]\nEpoch 0: |          | 8635/? [50:38<00:00,  2.84it/s]\nEpoch 0: |          | 8635/? [50:38<00:00,  2.84it/s]\nEpoch 0: |          | 8636/? [50:39<00:00,  2.84it/s]\nEpoch 0: |          | 8636/? [50:39<00:00,  2.84it/s]\nEpoch 0: |          | 8637/? [50:39<00:00,  2.84it/s]\nEpoch 0: |          | 8637/? [50:39<00:00,  2.84it/s]\nEpoch 0: |          | 8638/? [50:39<00:00,  2.84it/s]\nEpoch 0: |          | 8638/? [50:39<00:00,  2.84it/s]\nEpoch 0: |          | 8639/? [50:40<00:00,  2.84it/s]\nEpoch 0: |          | 8639/? [50:40<00:00,  2.84it/s]\nEpoch 0: |          | 8640/? [50:40<00:00,  2.84it/s]\nEpoch 0: |          | 8640/? [50:40<00:00,  2.84it/s]\nEpoch 0: |          | 8641/? [50:40<00:00,  2.84it/s]\nEpoch 0: |          | 8641/? [50:40<00:00,  2.84it/s]\nEpoch 0: |          | 8642/? [50:40<00:00,  2.84it/s]\nEpoch 0: |          | 8642/? [50:40<00:00,  2.84it/s]\nEpoch 0: |          | 8643/? [50:41<00:00,  2.84it/s]\nEpoch 0: |          | 8643/? [50:41<00:00,  2.84it/s]\nEpoch 0: |          | 8644/? [50:41<00:00,  2.84it/s]\nEpoch 0: |          | 8644/? [50:41<00:00,  2.84it/s]\nEpoch 0: |          | 8645/? [50:41<00:00,  2.84it/s]\nEpoch 0: |          | 8645/? [50:41<00:00,  2.84it/s]\nEpoch 0: |          | 8646/? [50:42<00:00,  2.84it/s]\nEpoch 0: |          | 8646/? [50:42<00:00,  2.84it/s]\nEpoch 0: |          | 8647/? [50:42<00:00,  2.84it/s]\nEpoch 0: |          | 8647/? [50:42<00:00,  2.84it/s]\nEpoch 0: |          | 8648/? [50:42<00:00,  2.84it/s]\nEpoch 0: |          | 8648/? [50:42<00:00,  2.84it/s]\nEpoch 0: |          | 8649/? [50:42<00:00,  2.84it/s]\nEpoch 0: |          | 8649/? [50:42<00:00,  2.84it/s]\nEpoch 0: |          | 8650/? [50:43<00:00,  2.84it/s]\nEpoch 0: |          | 8650/? [50:43<00:00,  2.84it/s]\nEpoch 0: |          | 8651/? [50:43<00:00,  2.84it/s]\nEpoch 0: |          | 8651/? [50:43<00:00,  2.84it/s]\nEpoch 0: |          | 8652/? [50:43<00:00,  2.84it/s]\nEpoch 0: |          | 8652/? [50:43<00:00,  2.84it/s]\nEpoch 0: |          | 8653/? [50:44<00:00,  2.84it/s]\nEpoch 0: |          | 8653/? [50:44<00:00,  2.84it/s]\nEpoch 0: |          | 8654/? [50:44<00:00,  2.84it/s]\nEpoch 0: |          | 8654/? [50:44<00:00,  2.84it/s]\nEpoch 0: |          | 8655/? [50:44<00:00,  2.84it/s]\nEpoch 0: |          | 8655/? [50:44<00:00,  2.84it/s]\nEpoch 0: |          | 8656/? [50:44<00:00,  2.84it/s]\nEpoch 0: |          | 8656/? [50:44<00:00,  2.84it/s]\nEpoch 0: |          | 8657/? [50:45<00:00,  2.84it/s]\nEpoch 0: |          | 8657/? [50:45<00:00,  2.84it/s]\nEpoch 0: |          | 8658/? [50:45<00:00,  2.84it/s]\nEpoch 0: |          | 8658/? [50:45<00:00,  2.84it/s]\nEpoch 0: |          | 8659/? [50:45<00:00,  2.84it/s]\nEpoch 0: |          | 8659/? [50:45<00:00,  2.84it/s]\nEpoch 0: |          | 8660/? [50:46<00:00,  2.84it/s]\nEpoch 0: |          | 8660/? [50:46<00:00,  2.84it/s]\nEpoch 0: |          | 8661/? [50:46<00:00,  2.84it/s]\nEpoch 0: |          | 8661/? [50:46<00:00,  2.84it/s]\nEpoch 0: |          | 8662/? [50:46<00:00,  2.84it/s]\nEpoch 0: |          | 8662/? [50:46<00:00,  2.84it/s]\nEpoch 0: |          | 8663/? [50:46<00:00,  2.84it/s]\nEpoch 0: |          | 8663/? [50:46<00:00,  2.84it/s]\nEpoch 0: |          | 8664/? [50:47<00:00,  2.84it/s]\nEpoch 0: |          | 8664/? [50:47<00:00,  2.84it/s]\nEpoch 0: |          | 8665/? [50:47<00:00,  2.84it/s]\nEpoch 0: |          | 8665/? [50:47<00:00,  2.84it/s]\nEpoch 0: |          | 8666/? [50:47<00:00,  2.84it/s]\nEpoch 0: |          | 8666/? [50:47<00:00,  2.84it/s]\nEpoch 0: |          | 8667/? [50:47<00:00,  2.84it/s]\nEpoch 0: |          | 8667/? [50:47<00:00,  2.84it/s]\nEpoch 0: |          | 8668/? [50:48<00:00,  2.84it/s]\nEpoch 0: |          | 8668/? [50:48<00:00,  2.84it/s]\nEpoch 0: |          | 8669/? [50:48<00:00,  2.84it/s]\nEpoch 0: |          | 8669/? [50:48<00:00,  2.84it/s]\nEpoch 0: |          | 8670/? [50:48<00:00,  2.84it/s]\nEpoch 0: |          | 8670/? [50:48<00:00,  2.84it/s]\nEpoch 0: |          | 8671/? [50:49<00:00,  2.84it/s]\nEpoch 0: |          | 8671/? [50:49<00:00,  2.84it/s]\nEpoch 0: |          | 8672/? [50:49<00:00,  2.84it/s]\nEpoch 0: |          | 8672/? [50:49<00:00,  2.84it/s]\nEpoch 0: |          | 8673/? [50:49<00:00,  2.84it/s]\nEpoch 0: |          | 8673/? [50:49<00:00,  2.84it/s]\nEpoch 0: |          | 8674/? [50:49<00:00,  2.84it/s]\nEpoch 0: |          | 8674/? [50:49<00:00,  2.84it/s]\nEpoch 0: |          | 8675/? [50:50<00:00,  2.84it/s]\nEpoch 0: |          | 8675/? [50:50<00:00,  2.84it/s]\nEpoch 0: |          | 8676/? [50:50<00:00,  2.84it/s]\nEpoch 0: |          | 8676/? [50:50<00:00,  2.84it/s]\nEpoch 0: |          | 8677/? [50:50<00:00,  2.84it/s]\nEpoch 0: |          | 8677/? [50:50<00:00,  2.84it/s]\nEpoch 0: |          | 8678/? [50:51<00:00,  2.84it/s]\nEpoch 0: |          | 8678/? [50:51<00:00,  2.84it/s]\nEpoch 0: |          | 8679/? [50:51<00:00,  2.84it/s]\nEpoch 0: |          | 8679/? [50:51<00:00,  2.84it/s]\nEpoch 0: |          | 8680/? [50:51<00:00,  2.84it/s]\nEpoch 0: |          | 8680/? [50:51<00:00,  2.84it/s]\nEpoch 0: |          | 8681/? [50:51<00:00,  2.84it/s]\nEpoch 0: |          | 8681/? [50:51<00:00,  2.84it/s]\nEpoch 0: |          | 8682/? [50:52<00:00,  2.84it/s]\nEpoch 0: |          | 8682/? [50:52<00:00,  2.84it/s]\nEpoch 0: |          | 8683/? [50:52<00:00,  2.84it/s]\nEpoch 0: |          | 8683/? [50:52<00:00,  2.84it/s]\nEpoch 0: |          | 8684/? [50:52<00:00,  2.84it/s]\nEpoch 0: |          | 8684/? [50:52<00:00,  2.84it/s]\nEpoch 0: |          | 8685/? [50:53<00:00,  2.84it/s]\nEpoch 0: |          | 8685/? [50:53<00:00,  2.84it/s]\nEpoch 0: |          | 8686/? [50:53<00:00,  2.84it/s]\nEpoch 0: |          | 8686/? [50:53<00:00,  2.84it/s]\nEpoch 0: |          | 8687/? [50:53<00:00,  2.84it/s]\nEpoch 0: |          | 8687/? [50:53<00:00,  2.84it/s]\nEpoch 0: |          | 8688/? [50:53<00:00,  2.84it/s]\nEpoch 0: |          | 8688/? [50:53<00:00,  2.84it/s]\nEpoch 0: |          | 8689/? [50:54<00:00,  2.84it/s]\nEpoch 0: |          | 8689/? [50:54<00:00,  2.84it/s]\nEpoch 0: |          | 8690/? [50:54<00:00,  2.84it/s]\nEpoch 0: |          | 8690/? [50:54<00:00,  2.84it/s]\nEpoch 0: |          | 8691/? [50:54<00:00,  2.85it/s]\nEpoch 0: |          | 8691/? [50:54<00:00,  2.85it/s]\nEpoch 0: |          | 8692/? [50:55<00:00,  2.85it/s]\nEpoch 0: |          | 8692/? [50:55<00:00,  2.85it/s]\nEpoch 0: |          | 8693/? [50:55<00:00,  2.85it/s]\nEpoch 0: |          | 8693/? [50:55<00:00,  2.85it/s]\nEpoch 0: |          | 8694/? [50:55<00:00,  2.85it/s]\nEpoch 0: |          | 8694/? [50:55<00:00,  2.85it/s]\nEpoch 0: |          | 8695/? [50:55<00:00,  2.85it/s]\nEpoch 0: |          | 8695/? [50:55<00:00,  2.85it/s]\nEpoch 0: |          | 8696/? [50:56<00:00,  2.85it/s]\nEpoch 0: |          | 8696/? [50:56<00:00,  2.85it/s]\nEpoch 0: |          | 8697/? [50:56<00:00,  2.85it/s]\nEpoch 0: |          | 8697/? [50:56<00:00,  2.85it/s]\nEpoch 0: |          | 8698/? [50:56<00:00,  2.85it/s]\nEpoch 0: |          | 8698/? [50:56<00:00,  2.85it/s]\nEpoch 0: |          | 8699/? [50:57<00:00,  2.85it/s]\nEpoch 0: |          | 8699/? [50:57<00:00,  2.85it/s]\nEpoch 0: |          | 8700/? [50:57<00:00,  2.85it/s]\nEpoch 0: |          | 8700/? [50:57<00:00,  2.85it/s]\nEpoch 0: |          | 8701/? [50:57<00:00,  2.85it/s]\nEpoch 0: |          | 8701/? [50:57<00:00,  2.85it/s]\nEpoch 0: |          | 8702/? [50:57<00:00,  2.85it/s]\nEpoch 0: |          | 8702/? [50:57<00:00,  2.85it/s]\nEpoch 0: |          | 8703/? [50:58<00:00,  2.85it/s]\nEpoch 0: |          | 8703/? [50:58<00:00,  2.85it/s]\nEpoch 0: |          | 8704/? [50:58<00:00,  2.85it/s]\nEpoch 0: |          | 8704/? [50:58<00:00,  2.85it/s]\nEpoch 0: |          | 8705/? [50:58<00:00,  2.85it/s]\nEpoch 0: |          | 8705/? [50:58<00:00,  2.85it/s]\nEpoch 0: |          | 8706/? [50:58<00:00,  2.85it/s]\nEpoch 0: |          | 8706/? [50:59<00:00,  2.85it/s]\nEpoch 0: |          | 8707/? [50:59<00:00,  2.85it/s]\nEpoch 0: |          | 8707/? [50:59<00:00,  2.85it/s]\nEpoch 0: |          | 8708/? [50:59<00:00,  2.85it/s]\nEpoch 0: |          | 8708/? [50:59<00:00,  2.85it/s]\nEpoch 0: |          | 8709/? [50:59<00:00,  2.85it/s]\nEpoch 0: |          | 8709/? [50:59<00:00,  2.85it/s]\nEpoch 0: |          | 8710/? [51:00<00:00,  2.85it/s]\nEpoch 0: |          | 8710/? [51:00<00:00,  2.85it/s]\nEpoch 0: |          | 8711/? [51:00<00:00,  2.85it/s]\nEpoch 0: |          | 8711/? [51:00<00:00,  2.85it/s]\nEpoch 0: |          | 8712/? [51:00<00:00,  2.85it/s]\nEpoch 0: |          | 8712/? [51:00<00:00,  2.85it/s]\nEpoch 0: |          | 8713/? [51:00<00:00,  2.85it/s]\nEpoch 0: |          | 8713/? [51:00<00:00,  2.85it/s]\nEpoch 0: |          | 8714/? [51:01<00:00,  2.85it/s]\nEpoch 0: |          | 8714/? [51:01<00:00,  2.85it/s]\nEpoch 0: |          | 8715/? [51:01<00:00,  2.85it/s]\nEpoch 0: |          | 8715/? [51:01<00:00,  2.85it/s]\nEpoch 0: |          | 8716/? [51:01<00:00,  2.85it/s]\nEpoch 0: |          | 8716/? [51:01<00:00,  2.85it/s]\nEpoch 0: |          | 8717/? [51:02<00:00,  2.85it/s]\nEpoch 0: |          | 8717/? [51:02<00:00,  2.85it/s]\nEpoch 0: |          | 8718/? [51:02<00:00,  2.85it/s]\nEpoch 0: |          | 8718/? [51:02<00:00,  2.85it/s]\nEpoch 0: |          | 8719/? [51:02<00:00,  2.85it/s]\nEpoch 0: |          | 8719/? [51:02<00:00,  2.85it/s]\nEpoch 0: |          | 8720/? [51:02<00:00,  2.85it/s]\nEpoch 0: |          | 8720/? [51:02<00:00,  2.85it/s]\nEpoch 0: |          | 8721/? [51:03<00:00,  2.85it/s]\nEpoch 0: |          | 8721/? [51:03<00:00,  2.85it/s]\nEpoch 0: |          | 8722/? [51:03<00:00,  2.85it/s]\nEpoch 0: |          | 8722/? [51:03<00:00,  2.85it/s]\nEpoch 0: |          | 8723/? [51:03<00:00,  2.85it/s]\nEpoch 0: |          | 8723/? [51:03<00:00,  2.85it/s]\nEpoch 0: |          | 8724/? [51:04<00:00,  2.85it/s]\nEpoch 0: |          | 8724/? [51:04<00:00,  2.85it/s]\nEpoch 0: |          | 8725/? [51:04<00:00,  2.85it/s]\nEpoch 0: |          | 8725/? [51:04<00:00,  2.85it/s]\nEpoch 0: |          | 8726/? [51:04<00:00,  2.85it/s]\nEpoch 0: |          | 8726/? [51:04<00:00,  2.85it/s]\nEpoch 0: |          | 8727/? [51:04<00:00,  2.85it/s]\nEpoch 0: |          | 8727/? [51:04<00:00,  2.85it/s]\nEpoch 0: |          | 8728/? [51:05<00:00,  2.85it/s]\nEpoch 0: |          | 8728/? [51:05<00:00,  2.85it/s]\nEpoch 0: |          | 8729/? [51:05<00:00,  2.85it/s]\nEpoch 0: |          | 8729/? [51:05<00:00,  2.85it/s]\nEpoch 0: |          | 8730/? [51:05<00:00,  2.85it/s]\nEpoch 0: |          | 8730/? [51:05<00:00,  2.85it/s]\nEpoch 0: |          | 8731/? [51:06<00:00,  2.85it/s]\nEpoch 0: |          | 8731/? [51:06<00:00,  2.85it/s]\nEpoch 0: |          | 8732/? [51:06<00:00,  2.85it/s]\nEpoch 0: |          | 8732/? [51:06<00:00,  2.85it/s]\nEpoch 0: |          | 8733/? [51:06<00:00,  2.85it/s]\nEpoch 0: |          | 8733/? [51:06<00:00,  2.85it/s]\nEpoch 0: |          | 8734/? [51:06<00:00,  2.85it/s]\nEpoch 0: |          | 8734/? [51:06<00:00,  2.85it/s]\nEpoch 0: |          | 8735/? [51:07<00:00,  2.85it/s]\nEpoch 0: |          | 8735/? [51:07<00:00,  2.85it/s]\nEpoch 0: |          | 8736/? [51:07<00:00,  2.85it/s]\nEpoch 0: |          | 8736/? [51:07<00:00,  2.85it/s]\nEpoch 0: |          | 8737/? [51:07<00:00,  2.85it/s]\nEpoch 0: |          | 8737/? [51:07<00:00,  2.85it/s]\nEpoch 0: |          | 8738/? [51:08<00:00,  2.85it/s]\nEpoch 0: |          | 8738/? [51:08<00:00,  2.85it/s]\nEpoch 0: |          | 8739/? [51:08<00:00,  2.85it/s]\nEpoch 0: |          | 8739/? [51:08<00:00,  2.85it/s]\nEpoch 0: |          | 8740/? [51:08<00:00,  2.85it/s]\nEpoch 0: |          | 8740/? [51:08<00:00,  2.85it/s]\nEpoch 0: |          | 8741/? [51:08<00:00,  2.85it/s]\nEpoch 0: |          | 8741/? [51:08<00:00,  2.85it/s]\nEpoch 0: |          | 8742/? [51:09<00:00,  2.85it/s]\nEpoch 0: |          | 8742/? [51:09<00:00,  2.85it/s]\nEpoch 0: |          | 8743/? [51:09<00:00,  2.85it/s]\nEpoch 0: |          | 8743/? [51:09<00:00,  2.85it/s]\nEpoch 0: |          | 8744/? [51:09<00:00,  2.85it/s]\nEpoch 0: |          | 8744/? [51:09<00:00,  2.85it/s]\nEpoch 0: |          | 8745/? [51:10<00:00,  2.85it/s]\nEpoch 0: |          | 8745/? [51:10<00:00,  2.85it/s]\nEpoch 0: |          | 8746/? [51:10<00:00,  2.85it/s]\nEpoch 0: |          | 8746/? [51:10<00:00,  2.85it/s]\nEpoch 0: |          | 8747/? [51:10<00:00,  2.85it/s]\nEpoch 0: |          | 8747/? [51:10<00:00,  2.85it/s]\nEpoch 0: |          | 8748/? [51:10<00:00,  2.85it/s]\nEpoch 0: |          | 8748/? [51:10<00:00,  2.85it/s]\nEpoch 0: |          | 8749/? [51:11<00:00,  2.85it/s]\nEpoch 0: |          | 8749/? [51:11<00:00,  2.85it/s]\nEpoch 0: |          | 8750/? [51:11<00:00,  2.85it/s]\nEpoch 0: |          | 8750/? [51:11<00:00,  2.85it/s]\nEpoch 0: |          | 8751/? [51:11<00:00,  2.85it/s]\nEpoch 0: |          | 8751/? [51:11<00:00,  2.85it/s]\nEpoch 0: |          | 8752/? [51:12<00:00,  2.85it/s]\nEpoch 0: |          | 8752/? [51:12<00:00,  2.85it/s]\nEpoch 0: |          | 8753/? [51:12<00:00,  2.85it/s]\nEpoch 0: |          | 8753/? [51:12<00:00,  2.85it/s]\nEpoch 0: |          | 8754/? [51:12<00:00,  2.85it/s]\nEpoch 0: |          | 8754/? [51:12<00:00,  2.85it/s]\nEpoch 0: |          | 8755/? [51:12<00:00,  2.85it/s]\nEpoch 0: |          | 8755/? [51:12<00:00,  2.85it/s]\nEpoch 0: |          | 8756/? [51:13<00:00,  2.85it/s]\nEpoch 0: |          | 8756/? [51:13<00:00,  2.85it/s]\nEpoch 0: |          | 8757/? [51:13<00:00,  2.85it/s]\nEpoch 0: |          | 8757/? [51:13<00:00,  2.85it/s]\nEpoch 0: |          | 8758/? [51:13<00:00,  2.85it/s]\nEpoch 0: |          | 8758/? [51:13<00:00,  2.85it/s]\nEpoch 0: |          | 8759/? [51:13<00:00,  2.85it/s]\nEpoch 0: |          | 8759/? [51:13<00:00,  2.85it/s]\nEpoch 0: |          | 8760/? [51:14<00:00,  2.85it/s]\nEpoch 0: |          | 8760/? [51:14<00:00,  2.85it/s]\nEpoch 0: |          | 8761/? [51:14<00:00,  2.85it/s]\nEpoch 0: |          | 8761/? [51:14<00:00,  2.85it/s]\nEpoch 0: |          | 8762/? [51:14<00:00,  2.85it/s]\nEpoch 0: |          | 8762/? [51:14<00:00,  2.85it/s]\nEpoch 0: |          | 8763/? [51:15<00:00,  2.85it/s]\nEpoch 0: |          | 8763/? [51:15<00:00,  2.85it/s]\nEpoch 0: |          | 8764/? [51:15<00:00,  2.85it/s]\nEpoch 0: |          | 8764/? [51:15<00:00,  2.85it/s]\nEpoch 0: |          | 8765/? [51:15<00:00,  2.85it/s]\nEpoch 0: |          | 8765/? [51:15<00:00,  2.85it/s]\nEpoch 0: |          | 8766/? [51:15<00:00,  2.85it/s]\nEpoch 0: |          | 8766/? [51:15<00:00,  2.85it/s]\nEpoch 0: |          | 8767/? [51:16<00:00,  2.85it/s]\nEpoch 0: |          | 8767/? [51:16<00:00,  2.85it/s]\nEpoch 0: |          | 8768/? [51:16<00:00,  2.85it/s]\nEpoch 0: |          | 8768/? [51:16<00:00,  2.85it/s]\nEpoch 0: |          | 8769/? [51:16<00:00,  2.85it/s]\nEpoch 0: |          | 8769/? [51:16<00:00,  2.85it/s]\nEpoch 0: |          | 8770/? [51:17<00:00,  2.85it/s]\nEpoch 0: |          | 8770/? [51:17<00:00,  2.85it/s]\nEpoch 0: |          | 8771/? [51:17<00:00,  2.85it/s]\nEpoch 0: |          | 8771/? [51:17<00:00,  2.85it/s]\nEpoch 0: |          | 8772/? [51:17<00:00,  2.85it/s]\nEpoch 0: |          | 8772/? [51:17<00:00,  2.85it/s]\nEpoch 0: |          | 8773/? [51:17<00:00,  2.85it/s]\nEpoch 0: |          | 8773/? [51:17<00:00,  2.85it/s]\nEpoch 0: |          | 8774/? [51:18<00:00,  2.85it/s]\nEpoch 0: |          | 8774/? [51:18<00:00,  2.85it/s]\nEpoch 0: |          | 8775/? [51:18<00:00,  2.85it/s]\nEpoch 0: |          | 8775/? [51:18<00:00,  2.85it/s]\nEpoch 0: |          | 8776/? [51:18<00:00,  2.85it/s]\nEpoch 0: |          | 8776/? [51:18<00:00,  2.85it/s]\nEpoch 0: |          | 8777/? [51:19<00:00,  2.85it/s]\nEpoch 0: |          | 8777/? [51:19<00:00,  2.85it/s]\nEpoch 0: |          | 8778/? [51:19<00:00,  2.85it/s]\nEpoch 0: |          | 8778/? [51:19<00:00,  2.85it/s]\nEpoch 0: |          | 8779/? [51:19<00:00,  2.85it/s]\nEpoch 0: |          | 8779/? [51:19<00:00,  2.85it/s]\nEpoch 0: |          | 8780/? [51:19<00:00,  2.85it/s]\nEpoch 0: |          | 8780/? [51:19<00:00,  2.85it/s]\nEpoch 0: |          | 8781/? [51:20<00:00,  2.85it/s]\nEpoch 0: |          | 8781/? [51:20<00:00,  2.85it/s]\nEpoch 0: |          | 8782/? [51:20<00:00,  2.85it/s]\nEpoch 0: |          | 8782/? [51:20<00:00,  2.85it/s]\nEpoch 0: |          | 8783/? [51:20<00:00,  2.85it/s]\nEpoch 0: |          | 8783/? [51:20<00:00,  2.85it/s]\nEpoch 0: |          | 8784/? [51:21<00:00,  2.85it/s]\nEpoch 0: |          | 8784/? [51:21<00:00,  2.85it/s]\nEpoch 0: |          | 8785/? [51:21<00:00,  2.85it/s]\nEpoch 0: |          | 8785/? [51:21<00:00,  2.85it/s]\nEpoch 0: |          | 8786/? [51:21<00:00,  2.85it/s]\nEpoch 0: |          | 8786/? [51:21<00:00,  2.85it/s]\nEpoch 0: |          | 8787/? [51:21<00:00,  2.85it/s]\nEpoch 0: |          | 8787/? [51:21<00:00,  2.85it/s]\nEpoch 0: |          | 8788/? [51:22<00:00,  2.85it/s]\nEpoch 0: |          | 8788/? [51:22<00:00,  2.85it/s]\nEpoch 0: |          | 8789/? [51:22<00:00,  2.85it/s]\nEpoch 0: |          | 8789/? [51:22<00:00,  2.85it/s]\nEpoch 0: |          | 8790/? [51:22<00:00,  2.85it/s]\nEpoch 0: |          | 8790/? [51:22<00:00,  2.85it/s]\nEpoch 0: |          | 8791/? [51:23<00:00,  2.85it/s]\nEpoch 0: |          | 8791/? [51:23<00:00,  2.85it/s]\nEpoch 0: |          | 8792/? [51:23<00:00,  2.85it/s]\nEpoch 0: |          | 8792/? [51:23<00:00,  2.85it/s]\nEpoch 0: |          | 8793/? [51:23<00:00,  2.85it/s]\nEpoch 0: |          | 8793/? [51:23<00:00,  2.85it/s]\nEpoch 0: |          | 8794/? [51:23<00:00,  2.85it/s]\nEpoch 0: |          | 8794/? [51:23<00:00,  2.85it/s]\nEpoch 0: |          | 8795/? [51:24<00:00,  2.85it/s]\nEpoch 0: |          | 8795/? [51:24<00:00,  2.85it/s]\nEpoch 0: |          | 8796/? [51:24<00:00,  2.85it/s]\nEpoch 0: |          | 8796/? [51:24<00:00,  2.85it/s]\nEpoch 0: |          | 8797/? [51:24<00:00,  2.85it/s]\nEpoch 0: |          | 8797/? [51:24<00:00,  2.85it/s]\nEpoch 0: |          | 8798/? [51:25<00:00,  2.85it/s]\nEpoch 0: |          | 8798/? [51:25<00:00,  2.85it/s]\nEpoch 0: |          | 8799/? [51:25<00:00,  2.85it/s]\nEpoch 0: |          | 8799/? [51:25<00:00,  2.85it/s]\nEpoch 0: |          | 8800/? [51:25<00:00,  2.85it/s]\nEpoch 0: |          | 8800/? [51:25<00:00,  2.85it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.79it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.73it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.60it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.30it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 8800/? [51:25<00:00,  2.85it/s]\nEpoch 0: |          | 8801/? [51:26<00:00,  2.85it/s]\nEpoch 0: |          | 8801/? [51:26<00:00,  2.85it/s]\nEpoch 0: |          | 8802/? [51:26<00:00,  2.85it/s]\nEpoch 0: |          | 8802/? [51:26<00:00,  2.85it/s]\nEpoch 0: |          | 8803/? [51:26<00:00,  2.85it/s]\nEpoch 0: |          | 8803/? [51:26<00:00,  2.85it/s]\nEpoch 0: |          | 8804/? [51:27<00:00,  2.85it/s]\nEpoch 0: |          | 8804/? [51:27<00:00,  2.85it/s]\nEpoch 0: |          | 8805/? [51:27<00:00,  2.85it/s]\nEpoch 0: |          | 8805/? [51:27<00:00,  2.85it/s]\nEpoch 0: |          | 8806/? [51:27<00:00,  2.85it/s]\nEpoch 0: |          | 8806/? [51:27<00:00,  2.85it/s]\nEpoch 0: |          | 8807/? [51:27<00:00,  2.85it/s]\nEpoch 0: |          | 8807/? [51:27<00:00,  2.85it/s]\nEpoch 0: |          | 8808/? [51:28<00:00,  2.85it/s]\nEpoch 0: |          | 8808/? [51:28<00:00,  2.85it/s]\nEpoch 0: |          | 8809/? [51:28<00:00,  2.85it/s]\nEpoch 0: |          | 8809/? [51:28<00:00,  2.85it/s]\nEpoch 0: |          | 8810/? [51:28<00:00,  2.85it/s]\nEpoch 0: |          | 8810/? [51:28<00:00,  2.85it/s]\nEpoch 0: |          | 8811/? [51:29<00:00,  2.85it/s]\nEpoch 0: |          | 8811/? [51:29<00:00,  2.85it/s]\nEpoch 0: |          | 8812/? [51:29<00:00,  2.85it/s]\nEpoch 0: |          | 8812/? [51:29<00:00,  2.85it/s]\nEpoch 0: |          | 8813/? [51:29<00:00,  2.85it/s]\nEpoch 0: |          | 8813/? [51:29<00:00,  2.85it/s]\nEpoch 0: |          | 8814/? [51:29<00:00,  2.85it/s]\nEpoch 0: |          | 8814/? [51:29<00:00,  2.85it/s]\nEpoch 0: |          | 8815/? [51:30<00:00,  2.85it/s]\nEpoch 0: |          | 8815/? [51:30<00:00,  2.85it/s]\nEpoch 0: |          | 8816/? [51:30<00:00,  2.85it/s]\nEpoch 0: |          | 8816/? [51:30<00:00,  2.85it/s]\nEpoch 0: |          | 8817/? [51:30<00:00,  2.85it/s]\nEpoch 0: |          | 8817/? [51:30<00:00,  2.85it/s]\nEpoch 0: |          | 8818/? [51:31<00:00,  2.85it/s]\nEpoch 0: |          | 8818/? [51:31<00:00,  2.85it/s]\nEpoch 0: |          | 8819/? [51:31<00:00,  2.85it/s]\nEpoch 0: |          | 8819/? [51:31<00:00,  2.85it/s]\nEpoch 0: |          | 8820/? [51:31<00:00,  2.85it/s]\nEpoch 0: |          | 8820/? [51:31<00:00,  2.85it/s]\nEpoch 0: |          | 8821/? [51:31<00:00,  2.85it/s]\nEpoch 0: |          | 8821/? [51:31<00:00,  2.85it/s]\nEpoch 0: |          | 8822/? [51:32<00:00,  2.85it/s]\nEpoch 0: |          | 8822/? [51:32<00:00,  2.85it/s]\nEpoch 0: |          | 8823/? [51:32<00:00,  2.85it/s]\nEpoch 0: |          | 8823/? [51:32<00:00,  2.85it/s]\nEpoch 0: |          | 8824/? [51:32<00:00,  2.85it/s]\nEpoch 0: |          | 8824/? [51:32<00:00,  2.85it/s]\nEpoch 0: |          | 8825/? [51:33<00:00,  2.85it/s]\nEpoch 0: |          | 8825/? [51:33<00:00,  2.85it/s]\nEpoch 0: |          | 8826/? [51:33<00:00,  2.85it/s]\nEpoch 0: |          | 8826/? [51:33<00:00,  2.85it/s]\nEpoch 0: |          | 8827/? [51:33<00:00,  2.85it/s]\nEpoch 0: |          | 8827/? [51:33<00:00,  2.85it/s]\nEpoch 0: |          | 8828/? [51:33<00:00,  2.85it/s]\nEpoch 0: |          | 8828/? [51:33<00:00,  2.85it/s]\nEpoch 0: |          | 8829/? [51:34<00:00,  2.85it/s]\nEpoch 0: |          | 8829/? [51:34<00:00,  2.85it/s]\nEpoch 0: |          | 8830/? [51:34<00:00,  2.85it/s]\nEpoch 0: |          | 8830/? [51:34<00:00,  2.85it/s]\nEpoch 0: |          | 8831/? [51:34<00:00,  2.85it/s]\nEpoch 0: |          | 8831/? [51:34<00:00,  2.85it/s]\nEpoch 0: |          | 8832/? [51:35<00:00,  2.85it/s]\nEpoch 0: |          | 8832/? [51:35<00:00,  2.85it/s]\nEpoch 0: |          | 8833/? [51:35<00:00,  2.85it/s]\nEpoch 0: |          | 8833/? [51:35<00:00,  2.85it/s]\nEpoch 0: |          | 8834/? [51:35<00:00,  2.85it/s]\nEpoch 0: |          | 8834/? [51:35<00:00,  2.85it/s]\nEpoch 0: |          | 8835/? [51:35<00:00,  2.85it/s]\nEpoch 0: |          | 8835/? [51:35<00:00,  2.85it/s]\nEpoch 0: |          | 8836/? [51:36<00:00,  2.85it/s]\nEpoch 0: |          | 8836/? [51:36<00:00,  2.85it/s]\nEpoch 0: |          | 8837/? [51:36<00:00,  2.85it/s]\nEpoch 0: |          | 8837/? [51:36<00:00,  2.85it/s]\nEpoch 0: |          | 8838/? [51:36<00:00,  2.85it/s]\nEpoch 0: |          | 8838/? [51:36<00:00,  2.85it/s]\nEpoch 0: |          | 8839/? [51:36<00:00,  2.85it/s]\nEpoch 0: |          | 8839/? [51:36<00:00,  2.85it/s]\nEpoch 0: |          | 8840/? [51:37<00:00,  2.85it/s]\nEpoch 0: |          | 8840/? [51:37<00:00,  2.85it/s]\nEpoch 0: |          | 8841/? [51:37<00:00,  2.85it/s]\nEpoch 0: |          | 8841/? [51:37<00:00,  2.85it/s]\nEpoch 0: |          | 8842/? [51:37<00:00,  2.85it/s]\nEpoch 0: |          | 8842/? [51:37<00:00,  2.85it/s]\nEpoch 0: |          | 8843/? [51:38<00:00,  2.85it/s]\nEpoch 0: |          | 8843/? [51:38<00:00,  2.85it/s]\nEpoch 0: |          | 8844/? [51:38<00:00,  2.85it/s]\nEpoch 0: |          | 8844/? [51:38<00:00,  2.85it/s]\nEpoch 0: |          | 8845/? [51:38<00:00,  2.85it/s]\nEpoch 0: |          | 8845/? [51:38<00:00,  2.85it/s]\nEpoch 0: |          | 8846/? [51:38<00:00,  2.85it/s]\nEpoch 0: |          | 8846/? [51:38<00:00,  2.85it/s]\nEpoch 0: |          | 8847/? [51:39<00:00,  2.85it/s]\nEpoch 0: |          | 8847/? [51:39<00:00,  2.85it/s]\nEpoch 0: |          | 8848/? [51:39<00:00,  2.85it/s]\nEpoch 0: |          | 8848/? [51:39<00:00,  2.85it/s]\nEpoch 0: |          | 8849/? [51:39<00:00,  2.85it/s]\nEpoch 0: |          | 8849/? [51:39<00:00,  2.85it/s]\nEpoch 0: |          | 8850/? [51:40<00:00,  2.85it/s]\nEpoch 0: |          | 8850/? [51:40<00:00,  2.85it/s]\nEpoch 0: |          | 8851/? [51:40<00:00,  2.85it/s]\nEpoch 0: |          | 8851/? [51:40<00:00,  2.85it/s]\nEpoch 0: |          | 8852/? [51:40<00:00,  2.85it/s]\nEpoch 0: |          | 8852/? [51:40<00:00,  2.85it/s]\nEpoch 0: |          | 8853/? [51:40<00:00,  2.85it/s]\nEpoch 0: |          | 8853/? [51:40<00:00,  2.85it/s]\nEpoch 0: |          | 8854/? [51:41<00:00,  2.85it/s]\nEpoch 0: |          | 8854/? [51:41<00:00,  2.85it/s]\nEpoch 0: |          | 8855/? [51:41<00:00,  2.86it/s]\nEpoch 0: |          | 8855/? [51:41<00:00,  2.86it/s]\nEpoch 0: |          | 8856/? [51:41<00:00,  2.86it/s]\nEpoch 0: |          | 8856/? [51:41<00:00,  2.86it/s]\nEpoch 0: |          | 8857/? [51:42<00:00,  2.86it/s]\nEpoch 0: |          | 8857/? [51:42<00:00,  2.86it/s]\nEpoch 0: |          | 8858/? [51:42<00:00,  2.86it/s]\nEpoch 0: |          | 8858/? [51:42<00:00,  2.86it/s]\nEpoch 0: |          | 8859/? [51:42<00:00,  2.86it/s]\nEpoch 0: |          | 8859/? [51:42<00:00,  2.86it/s]\nEpoch 0: |          | 8860/? [51:42<00:00,  2.86it/s]\nEpoch 0: |          | 8860/? [51:42<00:00,  2.86it/s]\nEpoch 0: |          | 8861/? [51:43<00:00,  2.86it/s]\nEpoch 0: |          | 8861/? [51:43<00:00,  2.86it/s]\nEpoch 0: |          | 8862/? [51:43<00:00,  2.86it/s]\nEpoch 0: |          | 8862/? [51:43<00:00,  2.86it/s]\nEpoch 0: |          | 8863/? [51:43<00:00,  2.86it/s]\nEpoch 0: |          | 8863/? [51:43<00:00,  2.86it/s]\nEpoch 0: |          | 8864/? [51:44<00:00,  2.86it/s]\nEpoch 0: |          | 8864/? [51:44<00:00,  2.86it/s]\nEpoch 0: |          | 8865/? [51:44<00:00,  2.86it/s]\nEpoch 0: |          | 8865/? [51:44<00:00,  2.86it/s]\nEpoch 0: |          | 8866/? [51:44<00:00,  2.86it/s]\nEpoch 0: |          | 8866/? [51:44<00:00,  2.86it/s]\nEpoch 0: |          | 8867/? [51:44<00:00,  2.86it/s]\nEpoch 0: |          | 8867/? [51:44<00:00,  2.86it/s]\nEpoch 0: |          | 8868/? [51:45<00:00,  2.86it/s]\nEpoch 0: |          | 8868/? [51:45<00:00,  2.86it/s]\nEpoch 0: |          | 8869/? [51:45<00:00,  2.86it/s]\nEpoch 0: |          | 8869/? [51:45<00:00,  2.86it/s]\nEpoch 0: |          | 8870/? [51:45<00:00,  2.86it/s]\nEpoch 0: |          | 8870/? [51:45<00:00,  2.86it/s]\nEpoch 0: |          | 8871/? [51:46<00:00,  2.86it/s]\nEpoch 0: |          | 8871/? [51:46<00:00,  2.86it/s]\nEpoch 0: |          | 8872/? [51:46<00:00,  2.86it/s]\nEpoch 0: |          | 8872/? [51:46<00:00,  2.86it/s]\nEpoch 0: |          | 8873/? [51:46<00:00,  2.86it/s]\nEpoch 0: |          | 8873/? [51:46<00:00,  2.86it/s]\nEpoch 0: |          | 8874/? [51:46<00:00,  2.86it/s]\nEpoch 0: |          | 8874/? [51:46<00:00,  2.86it/s]\nEpoch 0: |          | 8875/? [51:47<00:00,  2.86it/s]\nEpoch 0: |          | 8875/? [51:47<00:00,  2.86it/s]\nEpoch 0: |          | 8876/? [51:47<00:00,  2.86it/s]\nEpoch 0: |          | 8876/? [51:47<00:00,  2.86it/s]\nEpoch 0: |          | 8877/? [51:47<00:00,  2.86it/s]\nEpoch 0: |          | 8877/? [51:47<00:00,  2.86it/s]\nEpoch 0: |          | 8878/? [51:47<00:00,  2.86it/s]\nEpoch 0: |          | 8878/? [51:47<00:00,  2.86it/s]\nEpoch 0: |          | 8879/? [51:48<00:00,  2.86it/s]\nEpoch 0: |          | 8879/? [51:48<00:00,  2.86it/s]\nEpoch 0: |          | 8880/? [51:48<00:00,  2.86it/s]\nEpoch 0: |          | 8880/? [51:48<00:00,  2.86it/s]\nEpoch 0: |          | 8881/? [51:48<00:00,  2.86it/s]\nEpoch 0: |          | 8881/? [51:48<00:00,  2.86it/s]\nEpoch 0: |          | 8882/? [51:49<00:00,  2.86it/s]\nEpoch 0: |          | 8882/? [51:49<00:00,  2.86it/s]\nEpoch 0: |          | 8883/? [51:49<00:00,  2.86it/s]\nEpoch 0: |          | 8883/? [51:49<00:00,  2.86it/s]\nEpoch 0: |          | 8884/? [51:49<00:00,  2.86it/s]\nEpoch 0: |          | 8884/? [51:49<00:00,  2.86it/s]\nEpoch 0: |          | 8885/? [51:49<00:00,  2.86it/s]\nEpoch 0: |          | 8885/? [51:49<00:00,  2.86it/s]\nEpoch 0: |          | 8886/? [51:50<00:00,  2.86it/s]\nEpoch 0: |          | 8886/? [51:50<00:00,  2.86it/s]\nEpoch 0: |          | 8887/? [51:50<00:00,  2.86it/s]\nEpoch 0: |          | 8887/? [51:50<00:00,  2.86it/s]\nEpoch 0: |          | 8888/? [51:50<00:00,  2.86it/s]\nEpoch 0: |          | 8888/? [51:50<00:00,  2.86it/s]\nEpoch 0: |          | 8889/? [51:51<00:00,  2.86it/s]\nEpoch 0: |          | 8889/? [51:51<00:00,  2.86it/s]\nEpoch 0: |          | 8890/? [51:51<00:00,  2.86it/s]\nEpoch 0: |          | 8890/? [51:51<00:00,  2.86it/s]\nEpoch 0: |          | 8891/? [51:51<00:00,  2.86it/s]\nEpoch 0: |          | 8891/? [51:51<00:00,  2.86it/s]\nEpoch 0: |          | 8892/? [51:51<00:00,  2.86it/s]\nEpoch 0: |          | 8892/? [51:51<00:00,  2.86it/s]\nEpoch 0: |          | 8893/? [51:52<00:00,  2.86it/s]\nEpoch 0: |          | 8893/? [51:52<00:00,  2.86it/s]\nEpoch 0: |          | 8894/? [51:52<00:00,  2.86it/s]\nEpoch 0: |          | 8894/? [51:52<00:00,  2.86it/s]\nEpoch 0: |          | 8895/? [51:52<00:00,  2.86it/s]\nEpoch 0: |          | 8895/? [51:52<00:00,  2.86it/s]\nEpoch 0: |          | 8896/? [51:53<00:00,  2.86it/s]\nEpoch 0: |          | 8896/? [51:53<00:00,  2.86it/s]\nEpoch 0: |          | 8897/? [51:53<00:00,  2.86it/s]\nEpoch 0: |          | 8897/? [51:53<00:00,  2.86it/s]\nEpoch 0: |          | 8898/? [51:53<00:00,  2.86it/s]\nEpoch 0: |          | 8898/? [51:53<00:00,  2.86it/s]\nEpoch 0: |          | 8899/? [51:53<00:00,  2.86it/s]\nEpoch 0: |          | 8899/? [51:53<00:00,  2.86it/s]\nEpoch 0: |          | 8900/? [51:54<00:00,  2.86it/s]\nEpoch 0: |          | 8900/? [51:54<00:00,  2.86it/s]\nEpoch 0: |          | 8901/? [51:54<00:00,  2.86it/s]\nEpoch 0: |          | 8901/? [51:54<00:00,  2.86it/s]\nEpoch 0: |          | 8902/? [51:54<00:00,  2.86it/s]\nEpoch 0: |          | 8902/? [51:54<00:00,  2.86it/s]\nEpoch 0: |          | 8903/? [51:55<00:00,  2.86it/s]\nEpoch 0: |          | 8903/? [51:55<00:00,  2.86it/s]\nEpoch 0: |          | 8904/? [51:55<00:00,  2.86it/s]\nEpoch 0: |          | 8904/? [51:55<00:00,  2.86it/s]\nEpoch 0: |          | 8905/? [51:55<00:00,  2.86it/s]\nEpoch 0: |          | 8905/? [51:55<00:00,  2.86it/s]\nEpoch 0: |          | 8906/? [51:55<00:00,  2.86it/s]\nEpoch 0: |          | 8906/? [51:55<00:00,  2.86it/s]\nEpoch 0: |          | 8907/? [51:56<00:00,  2.86it/s]\nEpoch 0: |          | 8907/? [51:56<00:00,  2.86it/s]\nEpoch 0: |          | 8908/? [51:56<00:00,  2.86it/s]\nEpoch 0: |          | 8908/? [51:56<00:00,  2.86it/s]\nEpoch 0: |          | 8909/? [51:56<00:00,  2.86it/s]\nEpoch 0: |          | 8909/? [51:56<00:00,  2.86it/s]\nEpoch 0: |          | 8910/? [51:57<00:00,  2.86it/s]\nEpoch 0: |          | 8910/? [51:57<00:00,  2.86it/s]\nEpoch 0: |          | 8911/? [51:57<00:00,  2.86it/s]\nEpoch 0: |          | 8911/? [51:57<00:00,  2.86it/s]\nEpoch 0: |          | 8912/? [51:57<00:00,  2.86it/s]\nEpoch 0: |          | 8912/? [51:57<00:00,  2.86it/s]\nEpoch 0: |          | 8913/? [51:57<00:00,  2.86it/s]\nEpoch 0: |          | 8913/? [51:57<00:00,  2.86it/s]\nEpoch 0: |          | 8914/? [51:58<00:00,  2.86it/s]\nEpoch 0: |          | 8914/? [51:58<00:00,  2.86it/s]\nEpoch 0: |          | 8915/? [51:58<00:00,  2.86it/s]\nEpoch 0: |          | 8915/? [51:58<00:00,  2.86it/s]\nEpoch 0: |          | 8916/? [51:58<00:00,  2.86it/s]\nEpoch 0: |          | 8916/? [51:58<00:00,  2.86it/s]\nEpoch 0: |          | 8917/? [51:59<00:00,  2.86it/s]\nEpoch 0: |          | 8917/? [51:59<00:00,  2.86it/s]\nEpoch 0: |          | 8918/? [51:59<00:00,  2.86it/s]\nEpoch 0: |          | 8918/? [51:59<00:00,  2.86it/s]\nEpoch 0: |          | 8919/? [51:59<00:00,  2.86it/s]\nEpoch 0: |          | 8919/? [51:59<00:00,  2.86it/s]\nEpoch 0: |          | 8920/? [51:59<00:00,  2.86it/s]\nEpoch 0: |          | 8920/? [51:59<00:00,  2.86it/s]\nEpoch 0: |          | 8921/? [52:00<00:00,  2.86it/s]\nEpoch 0: |          | 8921/? [52:00<00:00,  2.86it/s]\nEpoch 0: |          | 8922/? [52:00<00:00,  2.86it/s]\nEpoch 0: |          | 8922/? [52:00<00:00,  2.86it/s]\nEpoch 0: |          | 8923/? [52:00<00:00,  2.86it/s]\nEpoch 0: |          | 8923/? [52:00<00:00,  2.86it/s]\nEpoch 0: |          | 8924/? [52:01<00:00,  2.86it/s]\nEpoch 0: |          | 8924/? [52:01<00:00,  2.86it/s]\nEpoch 0: |          | 8925/? [52:01<00:00,  2.86it/s]\nEpoch 0: |          | 8925/? [52:01<00:00,  2.86it/s]\nEpoch 0: |          | 8926/? [52:01<00:00,  2.86it/s]\nEpoch 0: |          | 8926/? [52:01<00:00,  2.86it/s]\nEpoch 0: |          | 8927/? [52:01<00:00,  2.86it/s]\nEpoch 0: |          | 8927/? [52:01<00:00,  2.86it/s]\nEpoch 0: |          | 8928/? [52:02<00:00,  2.86it/s]\nEpoch 0: |          | 8928/? [52:02<00:00,  2.86it/s]\nEpoch 0: |          | 8929/? [52:02<00:00,  2.86it/s]\nEpoch 0: |          | 8929/? [52:02<00:00,  2.86it/s]\nEpoch 0: |          | 8930/? [52:02<00:00,  2.86it/s]\nEpoch 0: |          | 8930/? [52:02<00:00,  2.86it/s]\nEpoch 0: |          | 8931/? [52:03<00:00,  2.86it/s]\nEpoch 0: |          | 8931/? [52:03<00:00,  2.86it/s]\nEpoch 0: |          | 8932/? [52:03<00:00,  2.86it/s]\nEpoch 0: |          | 8932/? [52:03<00:00,  2.86it/s]\nEpoch 0: |          | 8933/? [52:03<00:00,  2.86it/s]\nEpoch 0: |          | 8933/? [52:03<00:00,  2.86it/s]\nEpoch 0: |          | 8934/? [52:03<00:00,  2.86it/s]\nEpoch 0: |          | 8934/? [52:03<00:00,  2.86it/s]\nEpoch 0: |          | 8935/? [52:04<00:00,  2.86it/s]\nEpoch 0: |          | 8935/? [52:04<00:00,  2.86it/s]\nEpoch 0: |          | 8936/? [52:04<00:00,  2.86it/s]\nEpoch 0: |          | 8936/? [52:04<00:00,  2.86it/s]\nEpoch 0: |          | 8937/? [52:04<00:00,  2.86it/s]\nEpoch 0: |          | 8937/? [52:04<00:00,  2.86it/s]\nEpoch 0: |          | 8938/? [52:04<00:00,  2.86it/s]\nEpoch 0: |          | 8938/? [52:04<00:00,  2.86it/s]\nEpoch 0: |          | 8939/? [52:05<00:00,  2.86it/s]\nEpoch 0: |          | 8939/? [52:05<00:00,  2.86it/s]\nEpoch 0: |          | 8940/? [52:05<00:00,  2.86it/s]\nEpoch 0: |          | 8940/? [52:05<00:00,  2.86it/s]\nEpoch 0: |          | 8941/? [52:05<00:00,  2.86it/s]\nEpoch 0: |          | 8941/? [52:05<00:00,  2.86it/s]\nEpoch 0: |          | 8942/? [52:06<00:00,  2.86it/s]\nEpoch 0: |          | 8942/? [52:06<00:00,  2.86it/s]\nEpoch 0: |          | 8943/? [52:06<00:00,  2.86it/s]\nEpoch 0: |          | 8943/? [52:06<00:00,  2.86it/s]\nEpoch 0: |          | 8944/? [52:06<00:00,  2.86it/s]\nEpoch 0: |          | 8944/? [52:06<00:00,  2.86it/s]\nEpoch 0: |          | 8945/? [52:06<00:00,  2.86it/s]\nEpoch 0: |          | 8945/? [52:06<00:00,  2.86it/s]\nEpoch 0: |          | 8946/? [52:07<00:00,  2.86it/s]\nEpoch 0: |          | 8946/? [52:07<00:00,  2.86it/s]\nEpoch 0: |          | 8947/? [52:07<00:00,  2.86it/s]\nEpoch 0: |          | 8947/? [52:07<00:00,  2.86it/s]\nEpoch 0: |          | 8948/? [52:07<00:00,  2.86it/s]\nEpoch 0: |          | 8948/? [52:07<00:00,  2.86it/s]\nEpoch 0: |          | 8949/? [52:08<00:00,  2.86it/s]\nEpoch 0: |          | 8949/? [52:08<00:00,  2.86it/s]\nEpoch 0: |          | 8950/? [52:08<00:00,  2.86it/s]\nEpoch 0: |          | 8950/? [52:08<00:00,  2.86it/s]\nEpoch 0: |          | 8951/? [52:08<00:00,  2.86it/s]\nEpoch 0: |          | 8951/? [52:08<00:00,  2.86it/s]\nEpoch 0: |          | 8952/? [52:08<00:00,  2.86it/s]\nEpoch 0: |          | 8952/? [52:08<00:00,  2.86it/s]\nEpoch 0: |          | 8953/? [52:09<00:00,  2.86it/s]\nEpoch 0: |          | 8953/? [52:09<00:00,  2.86it/s]\nEpoch 0: |          | 8954/? [52:09<00:00,  2.86it/s]\nEpoch 0: |          | 8954/? [52:09<00:00,  2.86it/s]\nEpoch 0: |          | 8955/? [52:09<00:00,  2.86it/s]\nEpoch 0: |          | 8955/? [52:09<00:00,  2.86it/s]\nEpoch 0: |          | 8956/? [52:10<00:00,  2.86it/s]\nEpoch 0: |          | 8956/? [52:10<00:00,  2.86it/s]\nEpoch 0: |          | 8957/? [52:10<00:00,  2.86it/s]\nEpoch 0: |          | 8957/? [52:10<00:00,  2.86it/s]\nEpoch 0: |          | 8958/? [52:10<00:00,  2.86it/s]\nEpoch 0: |          | 8958/? [52:10<00:00,  2.86it/s]\nEpoch 0: |          | 8959/? [52:10<00:00,  2.86it/s]\nEpoch 0: |          | 8959/? [52:10<00:00,  2.86it/s]\nEpoch 0: |          | 8960/? [52:11<00:00,  2.86it/s]\nEpoch 0: |          | 8960/? [52:11<00:00,  2.86it/s]\nEpoch 0: |          | 8961/? [52:11<00:00,  2.86it/s]\nEpoch 0: |          | 8961/? [52:11<00:00,  2.86it/s]\nEpoch 0: |          | 8962/? [52:11<00:00,  2.86it/s]\nEpoch 0: |          | 8962/? [52:11<00:00,  2.86it/s]\nEpoch 0: |          | 8963/? [52:12<00:00,  2.86it/s]\nEpoch 0: |          | 8963/? [52:12<00:00,  2.86it/s]\nEpoch 0: |          | 8964/? [52:12<00:00,  2.86it/s]\nEpoch 0: |          | 8964/? [52:12<00:00,  2.86it/s]\nEpoch 0: |          | 8965/? [52:12<00:00,  2.86it/s]\nEpoch 0: |          | 8965/? [52:12<00:00,  2.86it/s]\nEpoch 0: |          | 8966/? [52:12<00:00,  2.86it/s]\nEpoch 0: |          | 8966/? [52:12<00:00,  2.86it/s]\nEpoch 0: |          | 8967/? [52:13<00:00,  2.86it/s]\nEpoch 0: |          | 8967/? [52:13<00:00,  2.86it/s]\nEpoch 0: |          | 8968/? [52:13<00:00,  2.86it/s]\nEpoch 0: |          | 8968/? [52:13<00:00,  2.86it/s]\nEpoch 0: |          | 8969/? [52:13<00:00,  2.86it/s]\nEpoch 0: |          | 8969/? [52:13<00:00,  2.86it/s]\nEpoch 0: |          | 8970/? [52:14<00:00,  2.86it/s]\nEpoch 0: |          | 8970/? [52:14<00:00,  2.86it/s]\nEpoch 0: |          | 8971/? [52:14<00:00,  2.86it/s]\nEpoch 0: |          | 8971/? [52:14<00:00,  2.86it/s]\nEpoch 0: |          | 8972/? [52:14<00:00,  2.86it/s]\nEpoch 0: |          | 8972/? [52:14<00:00,  2.86it/s]\nEpoch 0: |          | 8973/? [52:14<00:00,  2.86it/s]\nEpoch 0: |          | 8973/? [52:14<00:00,  2.86it/s]\nEpoch 0: |          | 8974/? [52:15<00:00,  2.86it/s]\nEpoch 0: |          | 8974/? [52:15<00:00,  2.86it/s]\nEpoch 0: |          | 8975/? [52:15<00:00,  2.86it/s]\nEpoch 0: |          | 8975/? [52:15<00:00,  2.86it/s]\nEpoch 0: |          | 8976/? [52:15<00:00,  2.86it/s]\nEpoch 0: |          | 8976/? [52:15<00:00,  2.86it/s]\nEpoch 0: |          | 8977/? [52:15<00:00,  2.86it/s]\nEpoch 0: |          | 8977/? [52:15<00:00,  2.86it/s]\nEpoch 0: |          | 8978/? [52:16<00:00,  2.86it/s]\nEpoch 0: |          | 8978/? [52:16<00:00,  2.86it/s]\nEpoch 0: |          | 8979/? [52:16<00:00,  2.86it/s]\nEpoch 0: |          | 8979/? [52:16<00:00,  2.86it/s]\nEpoch 0: |          | 8980/? [52:16<00:00,  2.86it/s]\nEpoch 0: |          | 8980/? [52:16<00:00,  2.86it/s]\nEpoch 0: |          | 8981/? [52:17<00:00,  2.86it/s]\nEpoch 0: |          | 8981/? [52:17<00:00,  2.86it/s]\nEpoch 0: |          | 8982/? [52:17<00:00,  2.86it/s]\nEpoch 0: |          | 8982/? [52:17<00:00,  2.86it/s]\nEpoch 0: |          | 8983/? [52:17<00:00,  2.86it/s]\nEpoch 0: |          | 8983/? [52:17<00:00,  2.86it/s]\nEpoch 0: |          | 8984/? [52:17<00:00,  2.86it/s]\nEpoch 0: |          | 8984/? [52:17<00:00,  2.86it/s]\nEpoch 0: |          | 8985/? [52:18<00:00,  2.86it/s]\nEpoch 0: |          | 8985/? [52:18<00:00,  2.86it/s]\nEpoch 0: |          | 8986/? [52:18<00:00,  2.86it/s]\nEpoch 0: |          | 8986/? [52:18<00:00,  2.86it/s]\nEpoch 0: |          | 8987/? [52:18<00:00,  2.86it/s]\nEpoch 0: |          | 8987/? [52:18<00:00,  2.86it/s]\nEpoch 0: |          | 8988/? [52:19<00:00,  2.86it/s]\nEpoch 0: |          | 8988/? [52:19<00:00,  2.86it/s]\nEpoch 0: |          | 8989/? [52:19<00:00,  2.86it/s]\nEpoch 0: |          | 8989/? [52:19<00:00,  2.86it/s]\nEpoch 0: |          | 8990/? [52:19<00:00,  2.86it/s]\nEpoch 0: |          | 8990/? [52:19<00:00,  2.86it/s]\nEpoch 0: |          | 8991/? [52:20<00:00,  2.86it/s]\nEpoch 0: |          | 8991/? [52:20<00:00,  2.86it/s]\nEpoch 0: |          | 8992/? [52:20<00:00,  2.86it/s]\nEpoch 0: |          | 8992/? [52:20<00:00,  2.86it/s]\nEpoch 0: |          | 8993/? [52:20<00:00,  2.86it/s]\nEpoch 0: |          | 8993/? [52:20<00:00,  2.86it/s]\nEpoch 0: |          | 8994/? [52:21<00:00,  2.86it/s]\nEpoch 0: |          | 8994/? [52:21<00:00,  2.86it/s]\nEpoch 0: |          | 8995/? [52:21<00:00,  2.86it/s]\nEpoch 0: |          | 8995/? [52:21<00:00,  2.86it/s]\nEpoch 0: |          | 8996/? [52:21<00:00,  2.86it/s]\nEpoch 0: |          | 8996/? [52:21<00:00,  2.86it/s]\nEpoch 0: |          | 8997/? [52:21<00:00,  2.86it/s]\nEpoch 0: |          | 8997/? [52:21<00:00,  2.86it/s]\nEpoch 0: |          | 8998/? [52:22<00:00,  2.86it/s]\nEpoch 0: |          | 8998/? [52:22<00:00,  2.86it/s]\nEpoch 0: |          | 8999/? [52:22<00:00,  2.86it/s]\nEpoch 0: |          | 8999/? [52:22<00:00,  2.86it/s]\nEpoch 0: |          | 9000/? [52:22<00:00,  2.86it/s]\nEpoch 0: |          | 9000/? [52:22<00:00,  2.86it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.20it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.84it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.27it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.85it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 9000/? [52:23<00:00,  2.86it/s]\nEpoch 0: |          | 9001/? [52:23<00:00,  2.86it/s]\nEpoch 0: |          | 9001/? [52:23<00:00,  2.86it/s]\nEpoch 0: |          | 9002/? [52:23<00:00,  2.86it/s]\nEpoch 0: |          | 9002/? [52:23<00:00,  2.86it/s]\nEpoch 0: |          | 9003/? [52:23<00:00,  2.86it/s]\nEpoch 0: |          | 9003/? [52:23<00:00,  2.86it/s]\nEpoch 0: |          | 9004/? [52:24<00:00,  2.86it/s]\nEpoch 0: |          | 9004/? [52:24<00:00,  2.86it/s]\nEpoch 0: |          | 9005/? [52:24<00:00,  2.86it/s]\nEpoch 0: |          | 9005/? [52:24<00:00,  2.86it/s]\nEpoch 0: |          | 9006/? [52:24<00:00,  2.86it/s]\nEpoch 0: |          | 9006/? [52:24<00:00,  2.86it/s]\nEpoch 0: |          | 9007/? [52:25<00:00,  2.86it/s]\nEpoch 0: |          | 9007/? [52:25<00:00,  2.86it/s]\nEpoch 0: |          | 9008/? [52:25<00:00,  2.86it/s]\nEpoch 0: |          | 9008/? [52:25<00:00,  2.86it/s]\nEpoch 0: |          | 9009/? [52:25<00:00,  2.86it/s]\nEpoch 0: |          | 9009/? [52:25<00:00,  2.86it/s]\nEpoch 0: |          | 9010/? [52:25<00:00,  2.86it/s]\nEpoch 0: |          | 9010/? [52:25<00:00,  2.86it/s]\nEpoch 0: |          | 9011/? [52:26<00:00,  2.86it/s]\nEpoch 0: |          | 9011/? [52:26<00:00,  2.86it/s]\nEpoch 0: |          | 9012/? [52:26<00:00,  2.86it/s]\nEpoch 0: |          | 9012/? [52:26<00:00,  2.86it/s]\nEpoch 0: |          | 9013/? [52:26<00:00,  2.86it/s]\nEpoch 0: |          | 9013/? [52:26<00:00,  2.86it/s]\nEpoch 0: |          | 9014/? [52:27<00:00,  2.86it/s]\nEpoch 0: |          | 9014/? [52:27<00:00,  2.86it/s]\nEpoch 0: |          | 9015/? [52:27<00:00,  2.86it/s]\nEpoch 0: |          | 9015/? [52:27<00:00,  2.86it/s]\nEpoch 0: |          | 9016/? [52:27<00:00,  2.86it/s]\nEpoch 0: |          | 9016/? [52:27<00:00,  2.86it/s]\nEpoch 0: |          | 9017/? [52:27<00:00,  2.86it/s]\nEpoch 0: |          | 9017/? [52:27<00:00,  2.86it/s]\nEpoch 0: |          | 9018/? [52:28<00:00,  2.86it/s]\nEpoch 0: |          | 9018/? [52:28<00:00,  2.86it/s]\nEpoch 0: |          | 9019/? [52:28<00:00,  2.86it/s]\nEpoch 0: |          | 9019/? [52:28<00:00,  2.86it/s]\nEpoch 0: |          | 9020/? [52:28<00:00,  2.86it/s]\nEpoch 0: |          | 9020/? [52:28<00:00,  2.86it/s]\nEpoch 0: |          | 9021/? [52:29<00:00,  2.86it/s]\nEpoch 0: |          | 9021/? [52:29<00:00,  2.86it/s]\nEpoch 0: |          | 9022/? [52:29<00:00,  2.86it/s]\nEpoch 0: |          | 9022/? [52:29<00:00,  2.86it/s]\nEpoch 0: |          | 9023/? [52:29<00:00,  2.86it/s]\nEpoch 0: |          | 9023/? [52:29<00:00,  2.86it/s]\nEpoch 0: |          | 9024/? [52:29<00:00,  2.86it/s]\nEpoch 0: |          | 9024/? [52:29<00:00,  2.86it/s]\nEpoch 0: |          | 9025/? [52:30<00:00,  2.86it/s]\nEpoch 0: |          | 9025/? [52:30<00:00,  2.86it/s]\nEpoch 0: |          | 9026/? [52:30<00:00,  2.87it/s]\nEpoch 0: |          | 9026/? [52:30<00:00,  2.87it/s]\nEpoch 0: |          | 9027/? [52:30<00:00,  2.87it/s]\nEpoch 0: |          | 9027/? [52:30<00:00,  2.87it/s]\nEpoch 0: |          | 9028/? [52:30<00:00,  2.87it/s]\nEpoch 0: |          | 9028/? [52:30<00:00,  2.87it/s]\nEpoch 0: |          | 9029/? [52:31<00:00,  2.87it/s]\nEpoch 0: |          | 9029/? [52:31<00:00,  2.87it/s]\nEpoch 0: |          | 9030/? [52:31<00:00,  2.87it/s]\nEpoch 0: |          | 9030/? [52:31<00:00,  2.87it/s]\nEpoch 0: |          | 9031/? [52:31<00:00,  2.87it/s]\nEpoch 0: |          | 9031/? [52:31<00:00,  2.87it/s]\nEpoch 0: |          | 9032/? [52:32<00:00,  2.87it/s]\nEpoch 0: |          | 9032/? [52:32<00:00,  2.87it/s]\nEpoch 0: |          | 9033/? [52:32<00:00,  2.87it/s]\nEpoch 0: |          | 9033/? [52:32<00:00,  2.87it/s]\nEpoch 0: |          | 9034/? [52:32<00:00,  2.87it/s]\nEpoch 0: |          | 9034/? [52:32<00:00,  2.87it/s]\nEpoch 0: |          | 9035/? [52:32<00:00,  2.87it/s]\nEpoch 0: |          | 9035/? [52:32<00:00,  2.87it/s]\nEpoch 0: |          | 9036/? [52:33<00:00,  2.87it/s]\nEpoch 0: |          | 9036/? [52:33<00:00,  2.87it/s]\nEpoch 0: |          | 9037/? [52:33<00:00,  2.87it/s]\nEpoch 0: |          | 9037/? [52:33<00:00,  2.87it/s]\nEpoch 0: |          | 9038/? [52:33<00:00,  2.87it/s]\nEpoch 0: |          | 9038/? [52:33<00:00,  2.87it/s]\nEpoch 0: |          | 9039/? [52:34<00:00,  2.87it/s]\nEpoch 0: |          | 9039/? [52:34<00:00,  2.87it/s]\nEpoch 0: |          | 9040/? [52:34<00:00,  2.87it/s]\nEpoch 0: |          | 9040/? [52:34<00:00,  2.87it/s]\nEpoch 0: |          | 9041/? [52:34<00:00,  2.87it/s]\nEpoch 0: |          | 9041/? [52:34<00:00,  2.87it/s]\nEpoch 0: |          | 9042/? [52:34<00:00,  2.87it/s]\nEpoch 0: |          | 9042/? [52:34<00:00,  2.87it/s]\nEpoch 0: |          | 9043/? [52:35<00:00,  2.87it/s]\nEpoch 0: |          | 9043/? [52:35<00:00,  2.87it/s]\nEpoch 0: |          | 9044/? [52:35<00:00,  2.87it/s]\nEpoch 0: |          | 9044/? [52:35<00:00,  2.87it/s]\nEpoch 0: |          | 9045/? [52:35<00:00,  2.87it/s]\nEpoch 0: |          | 9045/? [52:35<00:00,  2.87it/s]\nEpoch 0: |          | 9046/? [52:36<00:00,  2.87it/s]\nEpoch 0: |          | 9046/? [52:36<00:00,  2.87it/s]\nEpoch 0: |          | 9047/? [52:36<00:00,  2.87it/s]\nEpoch 0: |          | 9047/? [52:36<00:00,  2.87it/s]\nEpoch 0: |          | 9048/? [52:36<00:00,  2.87it/s]\nEpoch 0: |          | 9048/? [52:36<00:00,  2.87it/s]\nEpoch 0: |          | 9049/? [52:36<00:00,  2.87it/s]\nEpoch 0: |          | 9049/? [52:36<00:00,  2.87it/s]\nEpoch 0: |          | 9050/? [52:37<00:00,  2.87it/s]\nEpoch 0: |          | 9050/? [52:37<00:00,  2.87it/s]\nEpoch 0: |          | 9051/? [52:37<00:00,  2.87it/s]\nEpoch 0: |          | 9051/? [52:37<00:00,  2.87it/s]\nEpoch 0: |          | 9052/? [52:37<00:00,  2.87it/s]\nEpoch 0: |          | 9052/? [52:37<00:00,  2.87it/s]\nEpoch 0: |          | 9053/? [52:38<00:00,  2.87it/s]\nEpoch 0: |          | 9053/? [52:38<00:00,  2.87it/s]\nEpoch 0: |          | 9054/? [52:38<00:00,  2.87it/s]\nEpoch 0: |          | 9054/? [52:38<00:00,  2.87it/s]\nEpoch 0: |          | 9055/? [52:38<00:00,  2.87it/s]\nEpoch 0: |          | 9055/? [52:38<00:00,  2.87it/s]\nEpoch 0: |          | 9056/? [52:38<00:00,  2.87it/s]\nEpoch 0: |          | 9056/? [52:38<00:00,  2.87it/s]\nEpoch 0: |          | 9057/? [52:39<00:00,  2.87it/s]\nEpoch 0: |          | 9057/? [52:39<00:00,  2.87it/s]\nEpoch 0: |          | 9058/? [52:39<00:00,  2.87it/s]\nEpoch 0: |          | 9058/? [52:39<00:00,  2.87it/s]\nEpoch 0: |          | 9059/? [52:39<00:00,  2.87it/s]\nEpoch 0: |          | 9059/? [52:39<00:00,  2.87it/s]\nEpoch 0: |          | 9060/? [52:40<00:00,  2.87it/s]\nEpoch 0: |          | 9060/? [52:40<00:00,  2.87it/s]\nEpoch 0: |          | 9061/? [52:40<00:00,  2.87it/s]\nEpoch 0: |          | 9061/? [52:40<00:00,  2.87it/s]\nEpoch 0: |          | 9062/? [52:40<00:00,  2.87it/s]\nEpoch 0: |          | 9062/? [52:40<00:00,  2.87it/s]\nEpoch 0: |          | 9063/? [52:40<00:00,  2.87it/s]\nEpoch 0: |          | 9063/? [52:40<00:00,  2.87it/s]\nEpoch 0: |          | 9064/? [52:41<00:00,  2.87it/s]\nEpoch 0: |          | 9064/? [52:41<00:00,  2.87it/s]\nEpoch 0: |          | 9065/? [52:41<00:00,  2.87it/s]\nEpoch 0: |          | 9065/? [52:41<00:00,  2.87it/s]\nEpoch 0: |          | 9066/? [52:41<00:00,  2.87it/s]\nEpoch 0: |          | 9066/? [52:41<00:00,  2.87it/s]\nEpoch 0: |          | 9067/? [52:42<00:00,  2.87it/s]\nEpoch 0: |          | 9067/? [52:42<00:00,  2.87it/s]\nEpoch 0: |          | 9068/? [52:42<00:00,  2.87it/s]\nEpoch 0: |          | 9068/? [52:42<00:00,  2.87it/s]\nEpoch 0: |          | 9069/? [52:42<00:00,  2.87it/s]\nEpoch 0: |          | 9069/? [52:42<00:00,  2.87it/s]\nEpoch 0: |          | 9070/? [52:42<00:00,  2.87it/s]\nEpoch 0: |          | 9070/? [52:42<00:00,  2.87it/s]\nEpoch 0: |          | 9071/? [52:43<00:00,  2.87it/s]\nEpoch 0: |          | 9071/? [52:43<00:00,  2.87it/s]\nEpoch 0: |          | 9072/? [52:43<00:00,  2.87it/s]\nEpoch 0: |          | 9072/? [52:43<00:00,  2.87it/s]\nEpoch 0: |          | 9073/? [52:43<00:00,  2.87it/s]\nEpoch 0: |          | 9073/? [52:43<00:00,  2.87it/s]\nEpoch 0: |          | 9074/? [52:44<00:00,  2.87it/s]\nEpoch 0: |          | 9074/? [52:44<00:00,  2.87it/s]\nEpoch 0: |          | 9075/? [52:44<00:00,  2.87it/s]\nEpoch 0: |          | 9075/? [52:44<00:00,  2.87it/s]\nEpoch 0: |          | 9076/? [52:44<00:00,  2.87it/s]\nEpoch 0: |          | 9076/? [52:44<00:00,  2.87it/s]\nEpoch 0: |          | 9077/? [52:44<00:00,  2.87it/s]\nEpoch 0: |          | 9077/? [52:44<00:00,  2.87it/s]\nEpoch 0: |          | 9078/? [52:45<00:00,  2.87it/s]\nEpoch 0: |          | 9078/? [52:45<00:00,  2.87it/s]\nEpoch 0: |          | 9079/? [52:45<00:00,  2.87it/s]\nEpoch 0: |          | 9079/? [52:45<00:00,  2.87it/s]\nEpoch 0: |          | 9080/? [52:45<00:00,  2.87it/s]\nEpoch 0: |          | 9080/? [52:45<00:00,  2.87it/s]\nEpoch 0: |          | 9081/? [52:45<00:00,  2.87it/s]\nEpoch 0: |          | 9081/? [52:45<00:00,  2.87it/s]\nEpoch 0: |          | 9082/? [52:46<00:00,  2.87it/s]\nEpoch 0: |          | 9082/? [52:46<00:00,  2.87it/s]\nEpoch 0: |          | 9083/? [52:46<00:00,  2.87it/s]\nEpoch 0: |          | 9083/? [52:46<00:00,  2.87it/s]\nEpoch 0: |          | 9084/? [52:46<00:00,  2.87it/s]\nEpoch 0: |          | 9084/? [52:46<00:00,  2.87it/s]\nEpoch 0: |          | 9085/? [52:47<00:00,  2.87it/s]\nEpoch 0: |          | 9085/? [52:47<00:00,  2.87it/s]\nEpoch 0: |          | 9086/? [52:47<00:00,  2.87it/s]\nEpoch 0: |          | 9086/? [52:47<00:00,  2.87it/s]\nEpoch 0: |          | 9087/? [52:47<00:00,  2.87it/s]\nEpoch 0: |          | 9087/? [52:47<00:00,  2.87it/s]\nEpoch 0: |          | 9088/? [52:47<00:00,  2.87it/s]\nEpoch 0: |          | 9088/? [52:47<00:00,  2.87it/s]\nEpoch 0: |          | 9089/? [52:48<00:00,  2.87it/s]\nEpoch 0: |          | 9089/? [52:48<00:00,  2.87it/s]\nEpoch 0: |          | 9090/? [52:48<00:00,  2.87it/s]\nEpoch 0: |          | 9090/? [52:48<00:00,  2.87it/s]\nEpoch 0: |          | 9091/? [52:48<00:00,  2.87it/s]\nEpoch 0: |          | 9091/? [52:48<00:00,  2.87it/s]\nEpoch 0: |          | 9092/? [52:49<00:00,  2.87it/s]\nEpoch 0: |          | 9092/? [52:49<00:00,  2.87it/s]\nEpoch 0: |          | 9093/? [52:49<00:00,  2.87it/s]\nEpoch 0: |          | 9093/? [52:49<00:00,  2.87it/s]\nEpoch 0: |          | 9094/? [52:49<00:00,  2.87it/s]\nEpoch 0: |          | 9094/? [52:49<00:00,  2.87it/s]\nEpoch 0: |          | 9095/? [52:49<00:00,  2.87it/s]\nEpoch 0: |          | 9095/? [52:49<00:00,  2.87it/s]\nEpoch 0: |          | 9096/? [52:50<00:00,  2.87it/s]\nEpoch 0: |          | 9096/? [52:50<00:00,  2.87it/s]\nEpoch 0: |          | 9097/? [52:50<00:00,  2.87it/s]\nEpoch 0: |          | 9097/? [52:50<00:00,  2.87it/s]\nEpoch 0: |          | 9098/? [52:50<00:00,  2.87it/s]\nEpoch 0: |          | 9098/? [52:50<00:00,  2.87it/s]\nEpoch 0: |          | 9099/? [52:51<00:00,  2.87it/s]\nEpoch 0: |          | 9099/? [52:51<00:00,  2.87it/s]\nEpoch 0: |          | 9100/? [52:51<00:00,  2.87it/s]\nEpoch 0: |          | 9100/? [52:51<00:00,  2.87it/s]\nEpoch 0: |          | 9101/? [52:51<00:00,  2.87it/s]\nEpoch 0: |          | 9101/? [52:51<00:00,  2.87it/s]\nEpoch 0: |          | 9102/? [52:51<00:00,  2.87it/s]\nEpoch 0: |          | 9102/? [52:51<00:00,  2.87it/s]\nEpoch 0: |          | 9103/? [52:52<00:00,  2.87it/s]\nEpoch 0: |          | 9103/? [52:52<00:00,  2.87it/s]\nEpoch 0: |          | 9104/? [52:52<00:00,  2.87it/s]\nEpoch 0: |          | 9104/? [52:52<00:00,  2.87it/s]\nEpoch 0: |          | 9105/? [52:52<00:00,  2.87it/s]\nEpoch 0: |          | 9105/? [52:52<00:00,  2.87it/s]\nEpoch 0: |          | 9106/? [52:52<00:00,  2.87it/s]\nEpoch 0: |          | 9106/? [52:52<00:00,  2.87it/s]\nEpoch 0: |          | 9107/? [52:53<00:00,  2.87it/s]\nEpoch 0: |          | 9107/? [52:53<00:00,  2.87it/s]\nEpoch 0: |          | 9108/? [52:53<00:00,  2.87it/s]\nEpoch 0: |          | 9108/? [52:53<00:00,  2.87it/s]\nEpoch 0: |          | 9109/? [52:53<00:00,  2.87it/s]\nEpoch 0: |          | 9109/? [52:53<00:00,  2.87it/s]\nEpoch 0: |          | 9110/? [52:54<00:00,  2.87it/s]\nEpoch 0: |          | 9110/? [52:54<00:00,  2.87it/s]\nEpoch 0: |          | 9111/? [52:54<00:00,  2.87it/s]\nEpoch 0: |          | 9111/? [52:54<00:00,  2.87it/s]\nEpoch 0: |          | 9112/? [52:54<00:00,  2.87it/s]\nEpoch 0: |          | 9112/? [52:54<00:00,  2.87it/s]\nEpoch 0: |          | 9113/? [52:54<00:00,  2.87it/s]\nEpoch 0: |          | 9113/? [52:54<00:00,  2.87it/s]\nEpoch 0: |          | 9114/? [52:55<00:00,  2.87it/s]\nEpoch 0: |          | 9114/? [52:55<00:00,  2.87it/s]\nEpoch 0: |          | 9115/? [52:55<00:00,  2.87it/s]\nEpoch 0: |          | 9115/? [52:55<00:00,  2.87it/s]\nEpoch 0: |          | 9116/? [52:55<00:00,  2.87it/s]\nEpoch 0: |          | 9116/? [52:55<00:00,  2.87it/s]\nEpoch 0: |          | 9117/? [52:56<00:00,  2.87it/s]\nEpoch 0: |          | 9117/? [52:56<00:00,  2.87it/s]\nEpoch 0: |          | 9118/? [52:56<00:00,  2.87it/s]\nEpoch 0: |          | 9118/? [52:56<00:00,  2.87it/s]\nEpoch 0: |          | 9119/? [52:56<00:00,  2.87it/s]\nEpoch 0: |          | 9119/? [52:56<00:00,  2.87it/s]\nEpoch 0: |          | 9120/? [52:56<00:00,  2.87it/s]\nEpoch 0: |          | 9120/? [52:56<00:00,  2.87it/s]\nEpoch 0: |          | 9121/? [52:57<00:00,  2.87it/s]\nEpoch 0: |          | 9121/? [52:57<00:00,  2.87it/s]\nEpoch 0: |          | 9122/? [52:57<00:00,  2.87it/s]\nEpoch 0: |          | 9122/? [52:57<00:00,  2.87it/s]\nEpoch 0: |          | 9123/? [52:57<00:00,  2.87it/s]\nEpoch 0: |          | 9123/? [52:57<00:00,  2.87it/s]\nEpoch 0: |          | 9124/? [52:58<00:00,  2.87it/s]\nEpoch 0: |          | 9124/? [52:58<00:00,  2.87it/s]\nEpoch 0: |          | 9125/? [52:58<00:00,  2.87it/s]\nEpoch 0: |          | 9125/? [52:58<00:00,  2.87it/s]\nEpoch 0: |          | 9126/? [52:58<00:00,  2.87it/s]\nEpoch 0: |          | 9126/? [52:58<00:00,  2.87it/s]\nEpoch 0: |          | 9127/? [52:58<00:00,  2.87it/s]\nEpoch 0: |          | 9127/? [52:58<00:00,  2.87it/s]\nEpoch 0: |          | 9128/? [52:59<00:00,  2.87it/s]\nEpoch 0: |          | 9128/? [52:59<00:00,  2.87it/s]\nEpoch 0: |          | 9129/? [52:59<00:00,  2.87it/s]\nEpoch 0: |          | 9129/? [52:59<00:00,  2.87it/s]\nEpoch 0: |          | 9130/? [52:59<00:00,  2.87it/s]\nEpoch 0: |          | 9130/? [52:59<00:00,  2.87it/s]\nEpoch 0: |          | 9131/? [53:00<00:00,  2.87it/s]\nEpoch 0: |          | 9131/? [53:00<00:00,  2.87it/s]\nEpoch 0: |          | 9132/? [53:00<00:00,  2.87it/s]\nEpoch 0: |          | 9132/? [53:00<00:00,  2.87it/s]\nEpoch 0: |          | 9133/? [53:00<00:00,  2.87it/s]\nEpoch 0: |          | 9133/? [53:00<00:00,  2.87it/s]\nEpoch 0: |          | 9134/? [53:00<00:00,  2.87it/s]\nEpoch 0: |          | 9134/? [53:00<00:00,  2.87it/s]\nEpoch 0: |          | 9135/? [53:01<00:00,  2.87it/s]\nEpoch 0: |          | 9135/? [53:01<00:00,  2.87it/s]\nEpoch 0: |          | 9136/? [53:01<00:00,  2.87it/s]\nEpoch 0: |          | 9136/? [53:01<00:00,  2.87it/s]\nEpoch 0: |          | 9137/? [53:01<00:00,  2.87it/s]\nEpoch 0: |          | 9137/? [53:01<00:00,  2.87it/s]\nEpoch 0: |          | 9138/? [53:02<00:00,  2.87it/s]\nEpoch 0: |          | 9138/? [53:02<00:00,  2.87it/s]\nEpoch 0: |          | 9139/? [53:02<00:00,  2.87it/s]\nEpoch 0: |          | 9139/? [53:02<00:00,  2.87it/s]\nEpoch 0: |          | 9140/? [53:02<00:00,  2.87it/s]\nEpoch 0: |          | 9140/? [53:02<00:00,  2.87it/s]\nEpoch 0: |          | 9141/? [53:02<00:00,  2.87it/s]\nEpoch 0: |          | 9141/? [53:02<00:00,  2.87it/s]\nEpoch 0: |          | 9142/? [53:03<00:00,  2.87it/s]\nEpoch 0: |          | 9142/? [53:03<00:00,  2.87it/s]\nEpoch 0: |          | 9143/? [53:03<00:00,  2.87it/s]\nEpoch 0: |          | 9143/? [53:03<00:00,  2.87it/s]\nEpoch 0: |          | 9144/? [53:03<00:00,  2.87it/s]\nEpoch 0: |          | 9144/? [53:03<00:00,  2.87it/s]\nEpoch 0: |          | 9145/? [53:04<00:00,  2.87it/s]\nEpoch 0: |          | 9145/? [53:04<00:00,  2.87it/s]\nEpoch 0: |          | 9146/? [53:04<00:00,  2.87it/s]\nEpoch 0: |          | 9146/? [53:04<00:00,  2.87it/s]\nEpoch 0: |          | 9147/? [53:04<00:00,  2.87it/s]\nEpoch 0: |          | 9147/? [53:04<00:00,  2.87it/s]\nEpoch 0: |          | 9148/? [53:04<00:00,  2.87it/s]\nEpoch 0: |          | 9148/? [53:04<00:00,  2.87it/s]\nEpoch 0: |          | 9149/? [53:05<00:00,  2.87it/s]\nEpoch 0: |          | 9149/? [53:05<00:00,  2.87it/s]\nEpoch 0: |          | 9150/? [53:05<00:00,  2.87it/s]\nEpoch 0: |          | 9150/? [53:05<00:00,  2.87it/s]\nEpoch 0: |          | 9151/? [53:05<00:00,  2.87it/s]\nEpoch 0: |          | 9151/? [53:05<00:00,  2.87it/s]\nEpoch 0: |          | 9152/? [53:06<00:00,  2.87it/s]\nEpoch 0: |          | 9152/? [53:06<00:00,  2.87it/s]\nEpoch 0: |          | 9153/? [53:06<00:00,  2.87it/s]\nEpoch 0: |          | 9153/? [53:06<00:00,  2.87it/s]\nEpoch 0: |          | 9154/? [53:06<00:00,  2.87it/s]\nEpoch 0: |          | 9154/? [53:06<00:00,  2.87it/s]\nEpoch 0: |          | 9155/? [53:06<00:00,  2.87it/s]\nEpoch 0: |          | 9155/? [53:06<00:00,  2.87it/s]\nEpoch 0: |          | 9156/? [53:07<00:00,  2.87it/s]\nEpoch 0: |          | 9156/? [53:07<00:00,  2.87it/s]\nEpoch 0: |          | 9157/? [53:07<00:00,  2.87it/s]\nEpoch 0: |          | 9157/? [53:07<00:00,  2.87it/s]\nEpoch 0: |          | 9158/? [53:07<00:00,  2.87it/s]\nEpoch 0: |          | 9158/? [53:07<00:00,  2.87it/s]\nEpoch 0: |          | 9159/? [53:08<00:00,  2.87it/s]\nEpoch 0: |          | 9159/? [53:08<00:00,  2.87it/s]\nEpoch 0: |          | 9160/? [53:08<00:00,  2.87it/s]\nEpoch 0: |          | 9160/? [53:08<00:00,  2.87it/s]\nEpoch 0: |          | 9161/? [53:08<00:00,  2.87it/s]\nEpoch 0: |          | 9161/? [53:08<00:00,  2.87it/s]\nEpoch 0: |          | 9162/? [53:08<00:00,  2.87it/s]\nEpoch 0: |          | 9162/? [53:08<00:00,  2.87it/s]\nEpoch 0: |          | 9163/? [53:09<00:00,  2.87it/s]\nEpoch 0: |          | 9163/? [53:09<00:00,  2.87it/s]\nEpoch 0: |          | 9164/? [53:09<00:00,  2.87it/s]\nEpoch 0: |          | 9164/? [53:09<00:00,  2.87it/s]\nEpoch 0: |          | 9165/? [53:09<00:00,  2.87it/s]\nEpoch 0: |          | 9165/? [53:09<00:00,  2.87it/s]\nEpoch 0: |          | 9166/? [53:10<00:00,  2.87it/s]\nEpoch 0: |          | 9166/? [53:10<00:00,  2.87it/s]\nEpoch 0: |          | 9167/? [53:10<00:00,  2.87it/s]\nEpoch 0: |          | 9167/? [53:10<00:00,  2.87it/s]\nEpoch 0: |          | 9168/? [53:10<00:00,  2.87it/s]\nEpoch 0: |          | 9168/? [53:10<00:00,  2.87it/s]\nEpoch 0: |          | 9169/? [53:10<00:00,  2.87it/s]\nEpoch 0: |          | 9169/? [53:10<00:00,  2.87it/s]\nEpoch 0: |          | 9170/? [53:11<00:00,  2.87it/s]\nEpoch 0: |          | 9170/? [53:11<00:00,  2.87it/s]\nEpoch 0: |          | 9171/? [53:11<00:00,  2.87it/s]\nEpoch 0: |          | 9171/? [53:11<00:00,  2.87it/s]\nEpoch 0: |          | 9172/? [53:11<00:00,  2.87it/s]\nEpoch 0: |          | 9172/? [53:11<00:00,  2.87it/s]\nEpoch 0: |          | 9173/? [53:11<00:00,  2.87it/s]\nEpoch 0: |          | 9173/? [53:11<00:00,  2.87it/s]\nEpoch 0: |          | 9174/? [53:12<00:00,  2.87it/s]\nEpoch 0: |          | 9174/? [53:12<00:00,  2.87it/s]\nEpoch 0: |          | 9175/? [53:12<00:00,  2.87it/s]\nEpoch 0: |          | 9175/? [53:12<00:00,  2.87it/s]\nEpoch 0: |          | 9176/? [53:12<00:00,  2.87it/s]\nEpoch 0: |          | 9176/? [53:12<00:00,  2.87it/s]\nEpoch 0: |          | 9177/? [53:13<00:00,  2.87it/s]\nEpoch 0: |          | 9177/? [53:13<00:00,  2.87it/s]\nEpoch 0: |          | 9178/? [53:13<00:00,  2.87it/s]\nEpoch 0: |          | 9178/? [53:13<00:00,  2.87it/s]\nEpoch 0: |          | 9179/? [53:13<00:00,  2.87it/s]\nEpoch 0: |          | 9179/? [53:13<00:00,  2.87it/s]\nEpoch 0: |          | 9180/? [53:13<00:00,  2.87it/s]\nEpoch 0: |          | 9180/? [53:13<00:00,  2.87it/s]\nEpoch 0: |          | 9181/? [53:14<00:00,  2.87it/s]\nEpoch 0: |          | 9181/? [53:14<00:00,  2.87it/s]\nEpoch 0: |          | 9182/? [53:14<00:00,  2.87it/s]\nEpoch 0: |          | 9182/? [53:14<00:00,  2.87it/s]\nEpoch 0: |          | 9183/? [53:14<00:00,  2.87it/s]\nEpoch 0: |          | 9183/? [53:14<00:00,  2.87it/s]\nEpoch 0: |          | 9184/? [53:15<00:00,  2.87it/s]\nEpoch 0: |          | 9184/? [53:15<00:00,  2.87it/s]\nEpoch 0: |          | 9185/? [53:15<00:00,  2.87it/s]\nEpoch 0: |          | 9185/? [53:15<00:00,  2.87it/s]\nEpoch 0: |          | 9186/? [53:15<00:00,  2.87it/s]\nEpoch 0: |          | 9186/? [53:15<00:00,  2.87it/s]\nEpoch 0: |          | 9187/? [53:15<00:00,  2.87it/s]\nEpoch 0: |          | 9187/? [53:15<00:00,  2.87it/s]\nEpoch 0: |          | 9188/? [53:16<00:00,  2.87it/s]\nEpoch 0: |          | 9188/? [53:16<00:00,  2.87it/s]\nEpoch 0: |          | 9189/? [53:16<00:00,  2.87it/s]\nEpoch 0: |          | 9189/? [53:16<00:00,  2.87it/s]\nEpoch 0: |          | 9190/? [53:16<00:00,  2.87it/s]\nEpoch 0: |          | 9190/? [53:16<00:00,  2.87it/s]\nEpoch 0: |          | 9191/? [53:17<00:00,  2.87it/s]\nEpoch 0: |          | 9191/? [53:17<00:00,  2.87it/s]\nEpoch 0: |          | 9192/? [53:17<00:00,  2.87it/s]\nEpoch 0: |          | 9192/? [53:17<00:00,  2.87it/s]\nEpoch 0: |          | 9193/? [53:17<00:00,  2.87it/s]\nEpoch 0: |          | 9193/? [53:17<00:00,  2.87it/s]\nEpoch 0: |          | 9194/? [53:17<00:00,  2.87it/s]\nEpoch 0: |          | 9194/? [53:17<00:00,  2.87it/s]\nEpoch 0: |          | 9195/? [53:18<00:00,  2.88it/s]\nEpoch 0: |          | 9195/? [53:18<00:00,  2.88it/s]\nEpoch 0: |          | 9196/? [53:18<00:00,  2.88it/s]\nEpoch 0: |          | 9196/? [53:18<00:00,  2.88it/s]\nEpoch 0: |          | 9197/? [53:18<00:00,  2.88it/s]\nEpoch 0: |          | 9197/? [53:18<00:00,  2.88it/s]\nEpoch 0: |          | 9198/? [53:19<00:00,  2.88it/s]\nEpoch 0: |          | 9198/? [53:19<00:00,  2.88it/s]\nEpoch 0: |          | 9199/? [53:19<00:00,  2.88it/s]\nEpoch 0: |          | 9199/? [53:19<00:00,  2.88it/s]\nEpoch 0: |          | 9200/? [53:19<00:00,  2.88it/s]\nEpoch 0: |          | 9200/? [53:19<00:00,  2.88it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.90it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.74it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.27it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.26it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 9200/? [53:19<00:00,  2.88it/s]\nEpoch 0: |          | 9201/? [53:20<00:00,  2.88it/s]\nEpoch 0: |          | 9201/? [53:20<00:00,  2.88it/s]\nEpoch 0: |          | 9202/? [53:20<00:00,  2.88it/s]\nEpoch 0: |          | 9202/? [53:20<00:00,  2.88it/s]\nEpoch 0: |          | 9203/? [53:20<00:00,  2.88it/s]\nEpoch 0: |          | 9203/? [53:20<00:00,  2.88it/s]\nEpoch 0: |          | 9204/? [53:21<00:00,  2.88it/s]\nEpoch 0: |          | 9204/? [53:21<00:00,  2.88it/s]\nEpoch 0: |          | 9205/? [53:21<00:00,  2.88it/s]\nEpoch 0: |          | 9205/? [53:21<00:00,  2.88it/s]\nEpoch 0: |          | 9206/? [53:21<00:00,  2.88it/s]\nEpoch 0: |          | 9206/? [53:21<00:00,  2.88it/s]\nEpoch 0: |          | 9207/? [53:21<00:00,  2.88it/s]\nEpoch 0: |          | 9207/? [53:21<00:00,  2.88it/s]\nEpoch 0: |          | 9208/? [53:22<00:00,  2.88it/s]\nEpoch 0: |          | 9208/? [53:22<00:00,  2.88it/s]\nEpoch 0: |          | 9209/? [53:22<00:00,  2.88it/s]\nEpoch 0: |          | 9209/? [53:22<00:00,  2.88it/s]\nEpoch 0: |          | 9210/? [53:22<00:00,  2.88it/s]\nEpoch 0: |          | 9210/? [53:22<00:00,  2.88it/s]\nEpoch 0: |          | 9211/? [53:23<00:00,  2.88it/s]\nEpoch 0: |          | 9211/? [53:23<00:00,  2.88it/s]\nEpoch 0: |          | 9212/? [53:23<00:00,  2.88it/s]\nEpoch 0: |          | 9212/? [53:23<00:00,  2.88it/s]\nEpoch 0: |          | 9213/? [53:23<00:00,  2.88it/s]\nEpoch 0: |          | 9213/? [53:23<00:00,  2.88it/s]\nEpoch 0: |          | 9214/? [53:23<00:00,  2.88it/s]\nEpoch 0: |          | 9214/? [53:23<00:00,  2.88it/s]\nEpoch 0: |          | 9215/? [53:24<00:00,  2.88it/s]\nEpoch 0: |          | 9215/? [53:24<00:00,  2.88it/s]\nEpoch 0: |          | 9216/? [53:24<00:00,  2.88it/s]\nEpoch 0: |          | 9216/? [53:24<00:00,  2.88it/s]\nEpoch 0: |          | 9217/? [53:24<00:00,  2.88it/s]\nEpoch 0: |          | 9217/? [53:24<00:00,  2.88it/s]\nEpoch 0: |          | 9218/? [53:25<00:00,  2.88it/s]\nEpoch 0: |          | 9218/? [53:25<00:00,  2.88it/s]\nEpoch 0: |          | 9219/? [53:25<00:00,  2.88it/s]\nEpoch 0: |          | 9219/? [53:25<00:00,  2.88it/s]\nEpoch 0: |          | 9220/? [53:25<00:00,  2.88it/s]\nEpoch 0: |          | 9220/? [53:25<00:00,  2.88it/s]\nEpoch 0: |          | 9221/? [53:25<00:00,  2.88it/s]\nEpoch 0: |          | 9221/? [53:25<00:00,  2.88it/s]\nEpoch 0: |          | 9222/? [53:26<00:00,  2.88it/s]\nEpoch 0: |          | 9222/? [53:26<00:00,  2.88it/s]\nEpoch 0: |          | 9223/? [53:26<00:00,  2.88it/s]\nEpoch 0: |          | 9223/? [53:26<00:00,  2.88it/s]\nEpoch 0: |          | 9224/? [53:26<00:00,  2.88it/s]\nEpoch 0: |          | 9224/? [53:26<00:00,  2.88it/s]\nEpoch 0: |          | 9225/? [53:26<00:00,  2.88it/s]\nEpoch 0: |          | 9225/? [53:26<00:00,  2.88it/s]\nEpoch 0: |          | 9226/? [53:27<00:00,  2.88it/s]\nEpoch 0: |          | 9226/? [53:27<00:00,  2.88it/s]\nEpoch 0: |          | 9227/? [53:27<00:00,  2.88it/s]\nEpoch 0: |          | 9227/? [53:27<00:00,  2.88it/s]\nEpoch 0: |          | 9228/? [53:27<00:00,  2.88it/s]\nEpoch 0: |          | 9228/? [53:27<00:00,  2.88it/s]\nEpoch 0: |          | 9229/? [53:28<00:00,  2.88it/s]\nEpoch 0: |          | 9229/? [53:28<00:00,  2.88it/s]\nEpoch 0: |          | 9230/? [53:28<00:00,  2.88it/s]\nEpoch 0: |          | 9230/? [53:28<00:00,  2.88it/s]\nEpoch 0: |          | 9231/? [53:28<00:00,  2.88it/s]\nEpoch 0: |          | 9231/? [53:28<00:00,  2.88it/s]\nEpoch 0: |          | 9232/? [53:28<00:00,  2.88it/s]\nEpoch 0: |          | 9232/? [53:28<00:00,  2.88it/s]\nEpoch 0: |          | 9233/? [53:29<00:00,  2.88it/s]\nEpoch 0: |          | 9233/? [53:29<00:00,  2.88it/s]\nEpoch 0: |          | 9234/? [53:29<00:00,  2.88it/s]\nEpoch 0: |          | 9234/? [53:29<00:00,  2.88it/s]\nEpoch 0: |          | 9235/? [53:29<00:00,  2.88it/s]\nEpoch 0: |          | 9235/? [53:29<00:00,  2.88it/s]\nEpoch 0: |          | 9236/? [53:30<00:00,  2.88it/s]\nEpoch 0: |          | 9236/? [53:30<00:00,  2.88it/s]\nEpoch 0: |          | 9237/? [53:30<00:00,  2.88it/s]\nEpoch 0: |          | 9237/? [53:30<00:00,  2.88it/s]\nEpoch 0: |          | 9238/? [53:30<00:00,  2.88it/s]\nEpoch 0: |          | 9238/? [53:30<00:00,  2.88it/s]\nEpoch 0: |          | 9239/? [53:30<00:00,  2.88it/s]\nEpoch 0: |          | 9239/? [53:30<00:00,  2.88it/s]\nEpoch 0: |          | 9240/? [53:31<00:00,  2.88it/s]\nEpoch 0: |          | 9240/? [53:31<00:00,  2.88it/s]\nEpoch 0: |          | 9241/? [53:31<00:00,  2.88it/s]\nEpoch 0: |          | 9241/? [53:31<00:00,  2.88it/s]\nEpoch 0: |          | 9242/? [53:31<00:00,  2.88it/s]\nEpoch 0: |          | 9242/? [53:31<00:00,  2.88it/s]\nEpoch 0: |          | 9243/? [53:32<00:00,  2.88it/s]\nEpoch 0: |          | 9243/? [53:32<00:00,  2.88it/s]\nEpoch 0: |          | 9244/? [53:32<00:00,  2.88it/s]\nEpoch 0: |          | 9244/? [53:32<00:00,  2.88it/s]\nEpoch 0: |          | 9245/? [53:32<00:00,  2.88it/s]\nEpoch 0: |          | 9245/? [53:32<00:00,  2.88it/s]\nEpoch 0: |          | 9246/? [53:32<00:00,  2.88it/s]\nEpoch 0: |          | 9246/? [53:32<00:00,  2.88it/s]\nEpoch 0: |          | 9247/? [53:33<00:00,  2.88it/s]\nEpoch 0: |          | 9247/? [53:33<00:00,  2.88it/s]\nEpoch 0: |          | 9248/? [53:33<00:00,  2.88it/s]\nEpoch 0: |          | 9248/? [53:33<00:00,  2.88it/s]\nEpoch 0: |          | 9249/? [53:33<00:00,  2.88it/s]\nEpoch 0: |          | 9249/? [53:33<00:00,  2.88it/s]\nEpoch 0: |          | 9250/? [53:34<00:00,  2.88it/s]\nEpoch 0: |          | 9250/? [53:34<00:00,  2.88it/s]\nEpoch 0: |          | 9251/? [53:34<00:00,  2.88it/s]\nEpoch 0: |          | 9251/? [53:34<00:00,  2.88it/s]\nEpoch 0: |          | 9252/? [53:34<00:00,  2.88it/s]\nEpoch 0: |          | 9252/? [53:34<00:00,  2.88it/s]\nEpoch 0: |          | 9253/? [53:34<00:00,  2.88it/s]\nEpoch 0: |          | 9253/? [53:34<00:00,  2.88it/s]\nEpoch 0: |          | 9254/? [53:35<00:00,  2.88it/s]\nEpoch 0: |          | 9254/? [53:35<00:00,  2.88it/s]\nEpoch 0: |          | 9255/? [53:35<00:00,  2.88it/s]\nEpoch 0: |          | 9255/? [53:35<00:00,  2.88it/s]\nEpoch 0: |          | 9256/? [53:35<00:00,  2.88it/s]\nEpoch 0: |          | 9256/? [53:35<00:00,  2.88it/s]\nEpoch 0: |          | 9257/? [53:36<00:00,  2.88it/s]\nEpoch 0: |          | 9257/? [53:36<00:00,  2.88it/s]\nEpoch 0: |          | 9258/? [53:36<00:00,  2.88it/s]\nEpoch 0: |          | 9258/? [53:36<00:00,  2.88it/s]\nEpoch 0: |          | 9259/? [53:36<00:00,  2.88it/s]\nEpoch 0: |          | 9259/? [53:36<00:00,  2.88it/s]\nEpoch 0: |          | 9260/? [53:36<00:00,  2.88it/s]\nEpoch 0: |          | 9260/? [53:36<00:00,  2.88it/s]\nEpoch 0: |          | 9261/? [53:37<00:00,  2.88it/s]\nEpoch 0: |          | 9261/? [53:37<00:00,  2.88it/s]\nEpoch 0: |          | 9262/? [53:37<00:00,  2.88it/s]\nEpoch 0: |          | 9262/? [53:37<00:00,  2.88it/s]\nEpoch 0: |          | 9263/? [53:37<00:00,  2.88it/s]\nEpoch 0: |          | 9263/? [53:37<00:00,  2.88it/s]\nEpoch 0: |          | 9264/? [53:37<00:00,  2.88it/s]\nEpoch 0: |          | 9264/? [53:37<00:00,  2.88it/s]\nEpoch 0: |          | 9265/? [53:38<00:00,  2.88it/s]\nEpoch 0: |          | 9265/? [53:38<00:00,  2.88it/s]\nEpoch 0: |          | 9266/? [53:38<00:00,  2.88it/s]\nEpoch 0: |          | 9266/? [53:38<00:00,  2.88it/s]\nEpoch 0: |          | 9267/? [53:38<00:00,  2.88it/s]\nEpoch 0: |          | 9267/? [53:38<00:00,  2.88it/s]\nEpoch 0: |          | 9268/? [53:39<00:00,  2.88it/s]\nEpoch 0: |          | 9268/? [53:39<00:00,  2.88it/s]\nEpoch 0: |          | 9269/? [53:39<00:00,  2.88it/s]\nEpoch 0: |          | 9269/? [53:39<00:00,  2.88it/s]\nEpoch 0: |          | 9270/? [53:39<00:00,  2.88it/s]\nEpoch 0: |          | 9270/? [53:39<00:00,  2.88it/s]\nEpoch 0: |          | 9271/? [53:39<00:00,  2.88it/s]\nEpoch 0: |          | 9271/? [53:39<00:00,  2.88it/s]\nEpoch 0: |          | 9272/? [53:40<00:00,  2.88it/s]\nEpoch 0: |          | 9272/? [53:40<00:00,  2.88it/s]\nEpoch 0: |          | 9273/? [53:40<00:00,  2.88it/s]\nEpoch 0: |          | 9273/? [53:40<00:00,  2.88it/s]\nEpoch 0: |          | 9274/? [53:40<00:00,  2.88it/s]\nEpoch 0: |          | 9274/? [53:40<00:00,  2.88it/s]\nEpoch 0: |          | 9275/? [53:41<00:00,  2.88it/s]\nEpoch 0: |          | 9275/? [53:41<00:00,  2.88it/s]\nEpoch 0: |          | 9276/? [53:41<00:00,  2.88it/s]\nEpoch 0: |          | 9276/? [53:41<00:00,  2.88it/s]\nEpoch 0: |          | 9277/? [53:41<00:00,  2.88it/s]\nEpoch 0: |          | 9277/? [53:41<00:00,  2.88it/s]\nEpoch 0: |          | 9278/? [53:41<00:00,  2.88it/s]\nEpoch 0: |          | 9278/? [53:41<00:00,  2.88it/s]\nEpoch 0: |          | 9279/? [53:42<00:00,  2.88it/s]\nEpoch 0: |          | 9279/? [53:42<00:00,  2.88it/s]\nEpoch 0: |          | 9280/? [53:42<00:00,  2.88it/s]\nEpoch 0: |          | 9280/? [53:42<00:00,  2.88it/s]\nEpoch 0: |          | 9281/? [53:42<00:00,  2.88it/s]\nEpoch 0: |          | 9281/? [53:42<00:00,  2.88it/s]\nEpoch 0: |          | 9282/? [53:43<00:00,  2.88it/s]\nEpoch 0: |          | 9282/? [53:43<00:00,  2.88it/s]\nEpoch 0: |          | 9283/? [53:43<00:00,  2.88it/s]\nEpoch 0: |          | 9283/? [53:43<00:00,  2.88it/s]\nEpoch 0: |          | 9284/? [53:43<00:00,  2.88it/s]\nEpoch 0: |          | 9284/? [53:43<00:00,  2.88it/s]\nEpoch 0: |          | 9285/? [53:43<00:00,  2.88it/s]\nEpoch 0: |          | 9285/? [53:43<00:00,  2.88it/s]\nEpoch 0: |          | 9286/? [53:44<00:00,  2.88it/s]\nEpoch 0: |          | 9286/? [53:44<00:00,  2.88it/s]\nEpoch 0: |          | 9287/? [53:44<00:00,  2.88it/s]\nEpoch 0: |          | 9287/? [53:44<00:00,  2.88it/s]\nEpoch 0: |          | 9288/? [53:44<00:00,  2.88it/s]\nEpoch 0: |          | 9288/? [53:44<00:00,  2.88it/s]\nEpoch 0: |          | 9289/? [53:45<00:00,  2.88it/s]\nEpoch 0: |          | 9289/? [53:45<00:00,  2.88it/s]\nEpoch 0: |          | 9290/? [53:45<00:00,  2.88it/s]\nEpoch 0: |          | 9290/? [53:45<00:00,  2.88it/s]\nEpoch 0: |          | 9291/? [53:45<00:00,  2.88it/s]\nEpoch 0: |          | 9291/? [53:45<00:00,  2.88it/s]\nEpoch 0: |          | 9292/? [53:45<00:00,  2.88it/s]\nEpoch 0: |          | 9292/? [53:45<00:00,  2.88it/s]\nEpoch 0: |          | 9293/? [53:46<00:00,  2.88it/s]\nEpoch 0: |          | 9293/? [53:46<00:00,  2.88it/s]\nEpoch 0: |          | 9294/? [53:46<00:00,  2.88it/s]\nEpoch 0: |          | 9294/? [53:46<00:00,  2.88it/s]\nEpoch 0: |          | 9295/? [53:46<00:00,  2.88it/s]\nEpoch 0: |          | 9295/? [53:46<00:00,  2.88it/s]\nEpoch 0: |          | 9296/? [53:47<00:00,  2.88it/s]\nEpoch 0: |          | 9296/? [53:47<00:00,  2.88it/s]\nEpoch 0: |          | 9297/? [53:47<00:00,  2.88it/s]\nEpoch 0: |          | 9297/? [53:47<00:00,  2.88it/s]\nEpoch 0: |          | 9298/? [53:47<00:00,  2.88it/s]\nEpoch 0: |          | 9298/? [53:47<00:00,  2.88it/s]\nEpoch 0: |          | 9299/? [53:47<00:00,  2.88it/s]\nEpoch 0: |          | 9299/? [53:47<00:00,  2.88it/s]\nEpoch 0: |          | 9300/? [53:48<00:00,  2.88it/s]\nEpoch 0: |          | 9300/? [53:48<00:00,  2.88it/s]\nEpoch 0: |          | 9301/? [53:48<00:00,  2.88it/s]\nEpoch 0: |          | 9301/? [53:48<00:00,  2.88it/s]\nEpoch 0: |          | 9302/? [53:48<00:00,  2.88it/s]\nEpoch 0: |          | 9302/? [53:48<00:00,  2.88it/s]\nEpoch 0: |          | 9303/? [53:48<00:00,  2.88it/s]\nEpoch 0: |          | 9303/? [53:48<00:00,  2.88it/s]\nEpoch 0: |          | 9304/? [53:49<00:00,  2.88it/s]\nEpoch 0: |          | 9304/? [53:49<00:00,  2.88it/s]\nEpoch 0: |          | 9305/? [53:49<00:00,  2.88it/s]\nEpoch 0: |          | 9305/? [53:49<00:00,  2.88it/s]\nEpoch 0: |          | 9306/? [53:49<00:00,  2.88it/s]\nEpoch 0: |          | 9306/? [53:49<00:00,  2.88it/s]\nEpoch 0: |          | 9307/? [53:50<00:00,  2.88it/s]\nEpoch 0: |          | 9307/? [53:50<00:00,  2.88it/s]\nEpoch 0: |          | 9308/? [53:50<00:00,  2.88it/s]\nEpoch 0: |          | 9308/? [53:50<00:00,  2.88it/s]\nEpoch 0: |          | 9309/? [53:50<00:00,  2.88it/s]\nEpoch 0: |          | 9309/? [53:50<00:00,  2.88it/s]\nEpoch 0: |          | 9310/? [53:50<00:00,  2.88it/s]\nEpoch 0: |          | 9310/? [53:50<00:00,  2.88it/s]\nEpoch 0: |          | 9311/? [53:51<00:00,  2.88it/s]\nEpoch 0: |          | 9311/? [53:51<00:00,  2.88it/s]\nEpoch 0: |          | 9312/? [53:51<00:00,  2.88it/s]\nEpoch 0: |          | 9312/? [53:51<00:00,  2.88it/s]\nEpoch 0: |          | 9313/? [53:51<00:00,  2.88it/s]\nEpoch 0: |          | 9313/? [53:51<00:00,  2.88it/s]\nEpoch 0: |          | 9314/? [53:52<00:00,  2.88it/s]\nEpoch 0: |          | 9314/? [53:52<00:00,  2.88it/s]\nEpoch 0: |          | 9315/? [53:52<00:00,  2.88it/s]\nEpoch 0: |          | 9315/? [53:52<00:00,  2.88it/s]\nEpoch 0: |          | 9316/? [53:52<00:00,  2.88it/s]\nEpoch 0: |          | 9316/? [53:52<00:00,  2.88it/s]\nEpoch 0: |          | 9317/? [53:52<00:00,  2.88it/s]\nEpoch 0: |          | 9317/? [53:52<00:00,  2.88it/s]\nEpoch 0: |          | 9318/? [53:53<00:00,  2.88it/s]\nEpoch 0: |          | 9318/? [53:53<00:00,  2.88it/s]\nEpoch 0: |          | 9319/? [53:53<00:00,  2.88it/s]\nEpoch 0: |          | 9319/? [53:53<00:00,  2.88it/s]\nEpoch 0: |          | 9320/? [53:53<00:00,  2.88it/s]\nEpoch 0: |          | 9320/? [53:53<00:00,  2.88it/s]\nEpoch 0: |          | 9321/? [53:54<00:00,  2.88it/s]\nEpoch 0: |          | 9321/? [53:54<00:00,  2.88it/s]\nEpoch 0: |          | 9322/? [53:54<00:00,  2.88it/s]\nEpoch 0: |          | 9322/? [53:54<00:00,  2.88it/s]\nEpoch 0: |          | 9323/? [53:54<00:00,  2.88it/s]\nEpoch 0: |          | 9323/? [53:54<00:00,  2.88it/s]\nEpoch 0: |          | 9324/? [53:54<00:00,  2.88it/s]\nEpoch 0: |          | 9324/? [53:54<00:00,  2.88it/s]\nEpoch 0: |          | 9325/? [53:55<00:00,  2.88it/s]\nEpoch 0: |          | 9325/? [53:55<00:00,  2.88it/s]\nEpoch 0: |          | 9326/? [53:55<00:00,  2.88it/s]\nEpoch 0: |          | 9326/? [53:55<00:00,  2.88it/s]\nEpoch 0: |          | 9327/? [53:55<00:00,  2.88it/s]\nEpoch 0: |          | 9327/? [53:55<00:00,  2.88it/s]\nEpoch 0: |          | 9328/? [53:56<00:00,  2.88it/s]\nEpoch 0: |          | 9328/? [53:56<00:00,  2.88it/s]\nEpoch 0: |          | 9329/? [53:56<00:00,  2.88it/s]\nEpoch 0: |          | 9329/? [53:56<00:00,  2.88it/s]\nEpoch 0: |          | 9330/? [53:56<00:00,  2.88it/s]\nEpoch 0: |          | 9330/? [53:56<00:00,  2.88it/s]\nEpoch 0: |          | 9331/? [53:56<00:00,  2.88it/s]\nEpoch 0: |          | 9331/? [53:56<00:00,  2.88it/s]\nEpoch 0: |          | 9332/? [53:57<00:00,  2.88it/s]\nEpoch 0: |          | 9332/? [53:57<00:00,  2.88it/s]\nEpoch 0: |          | 9333/? [53:57<00:00,  2.88it/s]\nEpoch 0: |          | 9333/? [53:57<00:00,  2.88it/s]\nEpoch 0: |          | 9334/? [53:57<00:00,  2.88it/s]\nEpoch 0: |          | 9334/? [53:57<00:00,  2.88it/s]\nEpoch 0: |          | 9335/? [53:57<00:00,  2.88it/s]\nEpoch 0: |          | 9335/? [53:57<00:00,  2.88it/s]\nEpoch 0: |          | 9336/? [53:58<00:00,  2.88it/s]\nEpoch 0: |          | 9336/? [53:58<00:00,  2.88it/s]\nEpoch 0: |          | 9337/? [53:58<00:00,  2.88it/s]\nEpoch 0: |          | 9337/? [53:58<00:00,  2.88it/s]\nEpoch 0: |          | 9338/? [53:58<00:00,  2.88it/s]\nEpoch 0: |          | 9338/? [53:58<00:00,  2.88it/s]\nEpoch 0: |          | 9339/? [53:59<00:00,  2.88it/s]\nEpoch 0: |          | 9339/? [53:59<00:00,  2.88it/s]\nEpoch 0: |          | 9340/? [53:59<00:00,  2.88it/s]\nEpoch 0: |          | 9340/? [53:59<00:00,  2.88it/s]\nEpoch 0: |          | 9341/? [53:59<00:00,  2.88it/s]\nEpoch 0: |          | 9341/? [53:59<00:00,  2.88it/s]\nEpoch 0: |          | 9342/? [53:59<00:00,  2.88it/s]\nEpoch 0: |          | 9342/? [53:59<00:00,  2.88it/s]\nEpoch 0: |          | 9343/? [54:00<00:00,  2.88it/s]\nEpoch 0: |          | 9343/? [54:00<00:00,  2.88it/s]\nEpoch 0: |          | 9344/? [54:00<00:00,  2.88it/s]\nEpoch 0: |          | 9344/? [54:00<00:00,  2.88it/s]\nEpoch 0: |          | 9345/? [54:00<00:00,  2.88it/s]\nEpoch 0: |          | 9345/? [54:00<00:00,  2.88it/s]\nEpoch 0: |          | 9346/? [54:01<00:00,  2.88it/s]\nEpoch 0: |          | 9346/? [54:01<00:00,  2.88it/s]\nEpoch 0: |          | 9347/? [54:01<00:00,  2.88it/s]\nEpoch 0: |          | 9347/? [54:01<00:00,  2.88it/s]\nEpoch 0: |          | 9348/? [54:01<00:00,  2.88it/s]\nEpoch 0: |          | 9348/? [54:01<00:00,  2.88it/s]\nEpoch 0: |          | 9349/? [54:01<00:00,  2.88it/s]\nEpoch 0: |          | 9349/? [54:01<00:00,  2.88it/s]\nEpoch 0: |          | 9350/? [54:02<00:00,  2.88it/s]\nEpoch 0: |          | 9350/? [54:02<00:00,  2.88it/s]\nEpoch 0: |          | 9351/? [54:02<00:00,  2.88it/s]\nEpoch 0: |          | 9351/? [54:02<00:00,  2.88it/s]\nEpoch 0: |          | 9352/? [54:02<00:00,  2.88it/s]\nEpoch 0: |          | 9352/? [54:02<00:00,  2.88it/s]\nEpoch 0: |          | 9353/? [54:02<00:00,  2.88it/s]\nEpoch 0: |          | 9353/? [54:03<00:00,  2.88it/s]\nEpoch 0: |          | 9354/? [54:03<00:00,  2.88it/s]\nEpoch 0: |          | 9354/? [54:03<00:00,  2.88it/s]\nEpoch 0: |          | 9355/? [54:03<00:00,  2.88it/s]\nEpoch 0: |          | 9355/? [54:03<00:00,  2.88it/s]\nEpoch 0: |          | 9356/? [54:03<00:00,  2.88it/s]\nEpoch 0: |          | 9356/? [54:03<00:00,  2.88it/s]\nEpoch 0: |          | 9357/? [54:04<00:00,  2.88it/s]\nEpoch 0: |          | 9357/? [54:04<00:00,  2.88it/s]\nEpoch 0: |          | 9358/? [54:04<00:00,  2.88it/s]\nEpoch 0: |          | 9358/? [54:04<00:00,  2.88it/s]\nEpoch 0: |          | 9359/? [54:04<00:00,  2.88it/s]\nEpoch 0: |          | 9359/? [54:04<00:00,  2.88it/s]\nEpoch 0: |          | 9360/? [54:04<00:00,  2.88it/s]\nEpoch 0: |          | 9360/? [54:04<00:00,  2.88it/s]\nEpoch 0: |          | 9361/? [54:05<00:00,  2.88it/s]\nEpoch 0: |          | 9361/? [54:05<00:00,  2.88it/s]\nEpoch 0: |          | 9362/? [54:05<00:00,  2.88it/s]\nEpoch 0: |          | 9362/? [54:05<00:00,  2.88it/s]\nEpoch 0: |          | 9363/? [54:05<00:00,  2.88it/s]\nEpoch 0: |          | 9363/? [54:05<00:00,  2.88it/s]\nEpoch 0: |          | 9364/? [54:06<00:00,  2.88it/s]\nEpoch 0: |          | 9364/? [54:06<00:00,  2.88it/s]\nEpoch 0: |          | 9365/? [54:06<00:00,  2.88it/s]\nEpoch 0: |          | 9365/? [54:06<00:00,  2.88it/s]\nEpoch 0: |          | 9366/? [54:06<00:00,  2.88it/s]\nEpoch 0: |          | 9366/? [54:06<00:00,  2.88it/s]\nEpoch 0: |          | 9367/? [54:06<00:00,  2.88it/s]\nEpoch 0: |          | 9367/? [54:06<00:00,  2.88it/s]\nEpoch 0: |          | 9368/? [54:07<00:00,  2.88it/s]\nEpoch 0: |          | 9368/? [54:07<00:00,  2.88it/s]\nEpoch 0: |          | 9369/? [54:07<00:00,  2.88it/s]\nEpoch 0: |          | 9369/? [54:07<00:00,  2.88it/s]\nEpoch 0: |          | 9370/? [54:07<00:00,  2.89it/s]\nEpoch 0: |          | 9370/? [54:07<00:00,  2.89it/s]\nEpoch 0: |          | 9371/? [54:08<00:00,  2.89it/s]\nEpoch 0: |          | 9371/? [54:08<00:00,  2.89it/s]\nEpoch 0: |          | 9372/? [54:08<00:00,  2.89it/s]\nEpoch 0: |          | 9372/? [54:08<00:00,  2.89it/s]\nEpoch 0: |          | 9373/? [54:08<00:00,  2.89it/s]\nEpoch 0: |          | 9373/? [54:08<00:00,  2.89it/s]\nEpoch 0: |          | 9374/? [54:08<00:00,  2.89it/s]\nEpoch 0: |          | 9374/? [54:08<00:00,  2.89it/s]\nEpoch 0: |          | 9375/? [54:09<00:00,  2.89it/s]\nEpoch 0: |          | 9375/? [54:09<00:00,  2.89it/s]\nEpoch 0: |          | 9376/? [54:09<00:00,  2.89it/s]\nEpoch 0: |          | 9376/? [54:09<00:00,  2.89it/s]\nEpoch 0: |          | 9377/? [54:09<00:00,  2.89it/s]\nEpoch 0: |          | 9377/? [54:09<00:00,  2.89it/s]\nEpoch 0: |          | 9378/? [54:10<00:00,  2.89it/s]\nEpoch 0: |          | 9378/? [54:10<00:00,  2.89it/s]\nEpoch 0: |          | 9379/? [54:10<00:00,  2.89it/s]\nEpoch 0: |          | 9379/? [54:10<00:00,  2.89it/s]\nEpoch 0: |          | 9380/? [54:10<00:00,  2.89it/s]\nEpoch 0: |          | 9380/? [54:10<00:00,  2.89it/s]\nEpoch 0: |          | 9381/? [54:10<00:00,  2.89it/s]\nEpoch 0: |          | 9381/? [54:10<00:00,  2.89it/s]\nEpoch 0: |          | 9382/? [54:11<00:00,  2.89it/s]\nEpoch 0: |          | 9382/? [54:11<00:00,  2.89it/s]\nEpoch 0: |          | 9383/? [54:11<00:00,  2.89it/s]\nEpoch 0: |          | 9383/? [54:11<00:00,  2.89it/s]\nEpoch 0: |          | 9384/? [54:11<00:00,  2.89it/s]\nEpoch 0: |          | 9384/? [54:11<00:00,  2.89it/s]\nEpoch 0: |          | 9385/? [54:12<00:00,  2.89it/s]\nEpoch 0: |          | 9385/? [54:12<00:00,  2.89it/s]\nEpoch 0: |          | 9386/? [54:12<00:00,  2.89it/s]\nEpoch 0: |          | 9386/? [54:12<00:00,  2.89it/s]\nEpoch 0: |          | 9387/? [54:12<00:00,  2.89it/s]\nEpoch 0: |          | 9387/? [54:12<00:00,  2.89it/s]\nEpoch 0: |          | 9388/? [54:12<00:00,  2.89it/s]\nEpoch 0: |          | 9388/? [54:12<00:00,  2.89it/s]\nEpoch 0: |          | 9389/? [54:13<00:00,  2.89it/s]\nEpoch 0: |          | 9389/? [54:13<00:00,  2.89it/s]\nEpoch 0: |          | 9390/? [54:13<00:00,  2.89it/s]\nEpoch 0: |          | 9390/? [54:13<00:00,  2.89it/s]\nEpoch 0: |          | 9391/? [54:13<00:00,  2.89it/s]\nEpoch 0: |          | 9391/? [54:13<00:00,  2.89it/s]\nEpoch 0: |          | 9392/? [54:14<00:00,  2.89it/s]\nEpoch 0: |          | 9392/? [54:14<00:00,  2.89it/s]\nEpoch 0: |          | 9393/? [54:14<00:00,  2.89it/s]\nEpoch 0: |          | 9393/? [54:14<00:00,  2.89it/s]\nEpoch 0: |          | 9394/? [54:14<00:00,  2.89it/s]\nEpoch 0: |          | 9394/? [54:14<00:00,  2.89it/s]\nEpoch 0: |          | 9395/? [54:14<00:00,  2.89it/s]\nEpoch 0: |          | 9395/? [54:14<00:00,  2.89it/s]\nEpoch 0: |          | 9396/? [54:15<00:00,  2.89it/s]\nEpoch 0: |          | 9396/? [54:15<00:00,  2.89it/s]\nEpoch 0: |          | 9397/? [54:15<00:00,  2.89it/s]\nEpoch 0: |          | 9397/? [54:15<00:00,  2.89it/s]\nEpoch 0: |          | 9398/? [54:15<00:00,  2.89it/s]\nEpoch 0: |          | 9398/? [54:15<00:00,  2.89it/s]\nEpoch 0: |          | 9399/? [54:16<00:00,  2.89it/s]\nEpoch 0: |          | 9399/? [54:16<00:00,  2.89it/s]\nEpoch 0: |          | 9400/? [54:16<00:00,  2.89it/s]\nEpoch 0: |          | 9400/? [54:16<00:00,  2.89it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.39it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.48it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.12it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.87it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 9400/? [54:16<00:00,  2.89it/s]\nEpoch 0: |          | 9401/? [54:16<00:00,  2.89it/s]\nEpoch 0: |          | 9401/? [54:16<00:00,  2.89it/s]\nEpoch 0: |          | 9402/? [54:17<00:00,  2.89it/s]\nEpoch 0: |          | 9402/? [54:17<00:00,  2.89it/s]\nEpoch 0: |          | 9403/? [54:17<00:00,  2.89it/s]\nEpoch 0: |          | 9403/? [54:17<00:00,  2.89it/s]\nEpoch 0: |          | 9404/? [54:17<00:00,  2.89it/s]\nEpoch 0: |          | 9404/? [54:17<00:00,  2.89it/s]\nEpoch 0: |          | 9405/? [54:18<00:00,  2.89it/s]\nEpoch 0: |          | 9405/? [54:18<00:00,  2.89it/s]\nEpoch 0: |          | 9406/? [54:18<00:00,  2.89it/s]\nEpoch 0: |          | 9406/? [54:18<00:00,  2.89it/s]\nEpoch 0: |          | 9407/? [54:18<00:00,  2.89it/s]\nEpoch 0: |          | 9407/? [54:18<00:00,  2.89it/s]\nEpoch 0: |          | 9408/? [54:18<00:00,  2.89it/s]\nEpoch 0: |          | 9408/? [54:18<00:00,  2.89it/s]\nEpoch 0: |          | 9409/? [54:19<00:00,  2.89it/s]\nEpoch 0: |          | 9409/? [54:19<00:00,  2.89it/s]\nEpoch 0: |          | 9410/? [54:19<00:00,  2.89it/s]\nEpoch 0: |          | 9410/? [54:19<00:00,  2.89it/s]\nEpoch 0: |          | 9411/? [54:19<00:00,  2.89it/s]\nEpoch 0: |          | 9411/? [54:19<00:00,  2.89it/s]\nEpoch 0: |          | 9412/? [54:19<00:00,  2.89it/s]\nEpoch 0: |          | 9412/? [54:19<00:00,  2.89it/s]\nEpoch 0: |          | 9413/? [54:20<00:00,  2.89it/s]\nEpoch 0: |          | 9413/? [54:20<00:00,  2.89it/s]\nEpoch 0: |          | 9414/? [54:20<00:00,  2.89it/s]\nEpoch 0: |          | 9414/? [54:20<00:00,  2.89it/s]\nEpoch 0: |          | 9415/? [54:20<00:00,  2.89it/s]\nEpoch 0: |          | 9415/? [54:20<00:00,  2.89it/s]\nEpoch 0: |          | 9416/? [54:21<00:00,  2.89it/s]\nEpoch 0: |          | 9416/? [54:21<00:00,  2.89it/s]\nEpoch 0: |          | 9417/? [54:21<00:00,  2.89it/s]\nEpoch 0: |          | 9417/? [54:21<00:00,  2.89it/s]\nEpoch 0: |          | 9418/? [54:21<00:00,  2.89it/s]\nEpoch 0: |          | 9418/? [54:21<00:00,  2.89it/s]\nEpoch 0: |          | 9419/? [54:21<00:00,  2.89it/s]\nEpoch 0: |          | 9419/? [54:21<00:00,  2.89it/s]\nEpoch 0: |          | 9420/? [54:22<00:00,  2.89it/s]\nEpoch 0: |          | 9420/? [54:22<00:00,  2.89it/s]\nEpoch 0: |          | 9421/? [54:22<00:00,  2.89it/s]\nEpoch 0: |          | 9421/? [54:22<00:00,  2.89it/s]\nEpoch 0: |          | 9422/? [54:22<00:00,  2.89it/s]\nEpoch 0: |          | 9422/? [54:22<00:00,  2.89it/s]\nEpoch 0: |          | 9423/? [54:23<00:00,  2.89it/s]\nEpoch 0: |          | 9423/? [54:23<00:00,  2.89it/s]\nEpoch 0: |          | 9424/? [54:23<00:00,  2.89it/s]\nEpoch 0: |          | 9424/? [54:23<00:00,  2.89it/s]\nEpoch 0: |          | 9425/? [54:23<00:00,  2.89it/s]\nEpoch 0: |          | 9425/? [54:23<00:00,  2.89it/s]\nEpoch 0: |          | 9426/? [54:23<00:00,  2.89it/s]\nEpoch 0: |          | 9426/? [54:23<00:00,  2.89it/s]\nEpoch 0: |          | 9427/? [54:24<00:00,  2.89it/s]\nEpoch 0: |          | 9427/? [54:24<00:00,  2.89it/s]\nEpoch 0: |          | 9428/? [54:24<00:00,  2.89it/s]\nEpoch 0: |          | 9428/? [54:24<00:00,  2.89it/s]\nEpoch 0: |          | 9429/? [54:24<00:00,  2.89it/s]\nEpoch 0: |          | 9429/? [54:24<00:00,  2.89it/s]\nEpoch 0: |          | 9430/? [54:25<00:00,  2.89it/s]\nEpoch 0: |          | 9430/? [54:25<00:00,  2.89it/s]\nEpoch 0: |          | 9431/? [54:25<00:00,  2.89it/s]\nEpoch 0: |          | 9431/? [54:25<00:00,  2.89it/s]\nEpoch 0: |          | 9432/? [54:25<00:00,  2.89it/s]\nEpoch 0: |          | 9432/? [54:25<00:00,  2.89it/s]\nEpoch 0: |          | 9433/? [54:25<00:00,  2.89it/s]\nEpoch 0: |          | 9433/? [54:25<00:00,  2.89it/s]\nEpoch 0: |          | 9434/? [54:26<00:00,  2.89it/s]\nEpoch 0: |          | 9434/? [54:26<00:00,  2.89it/s]\nEpoch 0: |          | 9435/? [54:26<00:00,  2.89it/s]\nEpoch 0: |          | 9435/? [54:26<00:00,  2.89it/s]\nEpoch 0: |          | 9436/? [54:26<00:00,  2.89it/s]\nEpoch 0: |          | 9436/? [54:26<00:00,  2.89it/s]\nEpoch 0: |          | 9437/? [54:27<00:00,  2.89it/s]\nEpoch 0: |          | 9437/? [54:27<00:00,  2.89it/s]\nEpoch 0: |          | 9438/? [54:27<00:00,  2.89it/s]\nEpoch 0: |          | 9438/? [54:27<00:00,  2.89it/s]\nEpoch 0: |          | 9439/? [54:27<00:00,  2.89it/s]\nEpoch 0: |          | 9439/? [54:27<00:00,  2.89it/s]\nEpoch 0: |          | 9440/? [54:27<00:00,  2.89it/s]\nEpoch 0: |          | 9440/? [54:27<00:00,  2.89it/s]\nEpoch 0: |          | 9441/? [54:28<00:00,  2.89it/s]\nEpoch 0: |          | 9441/? [54:28<00:00,  2.89it/s]\nEpoch 0: |          | 9442/? [54:28<00:00,  2.89it/s]\nEpoch 0: |          | 9442/? [54:28<00:00,  2.89it/s]\nEpoch 0: |          | 9443/? [54:28<00:00,  2.89it/s]\nEpoch 0: |          | 9443/? [54:28<00:00,  2.89it/s]\nEpoch 0: |          | 9444/? [54:28<00:00,  2.89it/s]\nEpoch 0: |          | 9444/? [54:28<00:00,  2.89it/s]\nEpoch 0: |          | 9445/? [54:29<00:00,  2.89it/s]\nEpoch 0: |          | 9445/? [54:29<00:00,  2.89it/s]\nEpoch 0: |          | 9446/? [54:29<00:00,  2.89it/s]\nEpoch 0: |          | 9446/? [54:29<00:00,  2.89it/s]\nEpoch 0: |          | 9447/? [54:29<00:00,  2.89it/s]\nEpoch 0: |          | 9447/? [54:29<00:00,  2.89it/s]\nEpoch 0: |          | 9448/? [54:30<00:00,  2.89it/s]\nEpoch 0: |          | 9448/? [54:30<00:00,  2.89it/s]\nEpoch 0: |          | 9449/? [54:30<00:00,  2.89it/s]\nEpoch 0: |          | 9449/? [54:30<00:00,  2.89it/s]\nEpoch 0: |          | 9450/? [54:30<00:00,  2.89it/s]\nEpoch 0: |          | 9450/? [54:30<00:00,  2.89it/s]\nEpoch 0: |          | 9451/? [54:30<00:00,  2.89it/s]\nEpoch 0: |          | 9451/? [54:30<00:00,  2.89it/s]\nEpoch 0: |          | 9452/? [54:31<00:00,  2.89it/s]\nEpoch 0: |          | 9452/? [54:31<00:00,  2.89it/s]\nEpoch 0: |          | 9453/? [54:31<00:00,  2.89it/s]\nEpoch 0: |          | 9453/? [54:31<00:00,  2.89it/s]\nEpoch 0: |          | 9454/? [54:31<00:00,  2.89it/s]\nEpoch 0: |          | 9454/? [54:31<00:00,  2.89it/s]\nEpoch 0: |          | 9455/? [54:32<00:00,  2.89it/s]\nEpoch 0: |          | 9455/? [54:32<00:00,  2.89it/s]\nEpoch 0: |          | 9456/? [54:32<00:00,  2.89it/s]\nEpoch 0: |          | 9456/? [54:32<00:00,  2.89it/s]\nEpoch 0: |          | 9457/? [54:32<00:00,  2.89it/s]\nEpoch 0: |          | 9457/? [54:32<00:00,  2.89it/s]\nEpoch 0: |          | 9458/? [54:32<00:00,  2.89it/s]\nEpoch 0: |          | 9458/? [54:32<00:00,  2.89it/s]\nEpoch 0: |          | 9459/? [54:33<00:00,  2.89it/s]\nEpoch 0: |          | 9459/? [54:33<00:00,  2.89it/s]\nEpoch 0: |          | 9460/? [54:33<00:00,  2.89it/s]\nEpoch 0: |          | 9460/? [54:33<00:00,  2.89it/s]\nEpoch 0: |          | 9461/? [54:33<00:00,  2.89it/s]\nEpoch 0: |          | 9461/? [54:33<00:00,  2.89it/s]\nEpoch 0: |          | 9462/? [54:33<00:00,  2.89it/s]\nEpoch 0: |          | 9462/? [54:33<00:00,  2.89it/s]\nEpoch 0: |          | 9463/? [54:34<00:00,  2.89it/s]\nEpoch 0: |          | 9463/? [54:34<00:00,  2.89it/s]\nEpoch 0: |          | 9464/? [54:34<00:00,  2.89it/s]\nEpoch 0: |          | 9464/? [54:34<00:00,  2.89it/s]\nEpoch 0: |          | 9465/? [54:34<00:00,  2.89it/s]\nEpoch 0: |          | 9465/? [54:34<00:00,  2.89it/s]\nEpoch 0: |          | 9466/? [54:35<00:00,  2.89it/s]\nEpoch 0: |          | 9466/? [54:35<00:00,  2.89it/s]\nEpoch 0: |          | 9467/? [54:35<00:00,  2.89it/s]\nEpoch 0: |          | 9467/? [54:35<00:00,  2.89it/s]\nEpoch 0: |          | 9468/? [54:35<00:00,  2.89it/s]\nEpoch 0: |          | 9468/? [54:35<00:00,  2.89it/s]\nEpoch 0: |          | 9469/? [54:35<00:00,  2.89it/s]\nEpoch 0: |          | 9469/? [54:35<00:00,  2.89it/s]\nEpoch 0: |          | 9470/? [54:36<00:00,  2.89it/s]\nEpoch 0: |          | 9470/? [54:36<00:00,  2.89it/s]\nEpoch 0: |          | 9471/? [54:36<00:00,  2.89it/s]\nEpoch 0: |          | 9471/? [54:36<00:00,  2.89it/s]\nEpoch 0: |          | 9472/? [54:36<00:00,  2.89it/s]\nEpoch 0: |          | 9472/? [54:36<00:00,  2.89it/s]\nEpoch 0: |          | 9473/? [54:37<00:00,  2.89it/s]\nEpoch 0: |          | 9473/? [54:37<00:00,  2.89it/s]\nEpoch 0: |          | 9474/? [54:37<00:00,  2.89it/s]\nEpoch 0: |          | 9474/? [54:37<00:00,  2.89it/s]\nEpoch 0: |          | 9475/? [54:37<00:00,  2.89it/s]\nEpoch 0: |          | 9475/? [54:37<00:00,  2.89it/s]\nEpoch 0: |          | 9476/? [54:37<00:00,  2.89it/s]\nEpoch 0: |          | 9476/? [54:37<00:00,  2.89it/s]\nEpoch 0: |          | 9477/? [54:38<00:00,  2.89it/s]\nEpoch 0: |          | 9477/? [54:38<00:00,  2.89it/s]\nEpoch 0: |          | 9478/? [54:38<00:00,  2.89it/s]\nEpoch 0: |          | 9478/? [54:38<00:00,  2.89it/s]\nEpoch 0: |          | 9479/? [54:38<00:00,  2.89it/s]\nEpoch 0: |          | 9479/? [54:38<00:00,  2.89it/s]\nEpoch 0: |          | 9480/? [54:38<00:00,  2.89it/s]\nEpoch 0: |          | 9480/? [54:38<00:00,  2.89it/s]\nEpoch 0: |          | 9481/? [54:39<00:00,  2.89it/s]\nEpoch 0: |          | 9481/? [54:39<00:00,  2.89it/s]\nEpoch 0: |          | 9482/? [54:39<00:00,  2.89it/s]\nEpoch 0: |          | 9482/? [54:39<00:00,  2.89it/s]\nEpoch 0: |          | 9483/? [54:39<00:00,  2.89it/s]\nEpoch 0: |          | 9483/? [54:39<00:00,  2.89it/s]\nEpoch 0: |          | 9484/? [54:40<00:00,  2.89it/s]\nEpoch 0: |          | 9484/? [54:40<00:00,  2.89it/s]\nEpoch 0: |          | 9485/? [54:40<00:00,  2.89it/s]\nEpoch 0: |          | 9485/? [54:40<00:00,  2.89it/s]\nEpoch 0: |          | 9486/? [54:40<00:00,  2.89it/s]\nEpoch 0: |          | 9486/? [54:40<00:00,  2.89it/s]\nEpoch 0: |          | 9487/? [54:40<00:00,  2.89it/s]\nEpoch 0: |          | 9487/? [54:40<00:00,  2.89it/s]\nEpoch 0: |          | 9488/? [54:41<00:00,  2.89it/s]\nEpoch 0: |          | 9488/? [54:41<00:00,  2.89it/s]\nEpoch 0: |          | 9489/? [54:41<00:00,  2.89it/s]\nEpoch 0: |          | 9489/? [54:41<00:00,  2.89it/s]\nEpoch 0: |          | 9490/? [54:41<00:00,  2.89it/s]\nEpoch 0: |          | 9490/? [54:41<00:00,  2.89it/s]\nEpoch 0: |          | 9491/? [54:42<00:00,  2.89it/s]\nEpoch 0: |          | 9491/? [54:42<00:00,  2.89it/s]\nEpoch 0: |          | 9492/? [54:42<00:00,  2.89it/s]\nEpoch 0: |          | 9492/? [54:42<00:00,  2.89it/s]\nEpoch 0: |          | 9493/? [54:42<00:00,  2.89it/s]\nEpoch 0: |          | 9493/? [54:42<00:00,  2.89it/s]\nEpoch 0: |          | 9494/? [54:42<00:00,  2.89it/s]\nEpoch 0: |          | 9494/? [54:42<00:00,  2.89it/s]\nEpoch 0: |          | 9495/? [54:43<00:00,  2.89it/s]\nEpoch 0: |          | 9495/? [54:43<00:00,  2.89it/s]\nEpoch 0: |          | 9496/? [54:43<00:00,  2.89it/s]\nEpoch 0: |          | 9496/? [54:43<00:00,  2.89it/s]\nEpoch 0: |          | 9497/? [54:43<00:00,  2.89it/s]\nEpoch 0: |          | 9497/? [54:43<00:00,  2.89it/s]\nEpoch 0: |          | 9498/? [54:44<00:00,  2.89it/s]\nEpoch 0: |          | 9498/? [54:44<00:00,  2.89it/s]\nEpoch 0: |          | 9499/? [54:44<00:00,  2.89it/s]\nEpoch 0: |          | 9499/? [54:44<00:00,  2.89it/s]\nEpoch 0: |          | 9500/? [54:44<00:00,  2.89it/s]\nEpoch 0: |          | 9500/? [54:44<00:00,  2.89it/s]\nEpoch 0: |          | 9501/? [54:44<00:00,  2.89it/s]\nEpoch 0: |          | 9501/? [54:44<00:00,  2.89it/s]\nEpoch 0: |          | 9502/? [54:45<00:00,  2.89it/s]\nEpoch 0: |          | 9502/? [54:45<00:00,  2.89it/s]\nEpoch 0: |          | 9503/? [54:45<00:00,  2.89it/s]\nEpoch 0: |          | 9503/? [54:45<00:00,  2.89it/s]\nEpoch 0: |          | 9504/? [54:45<00:00,  2.89it/s]\nEpoch 0: |          | 9504/? [54:45<00:00,  2.89it/s]\nEpoch 0: |          | 9505/? [54:46<00:00,  2.89it/s]\nEpoch 0: |          | 9505/? [54:46<00:00,  2.89it/s]\nEpoch 0: |          | 9506/? [54:46<00:00,  2.89it/s]\nEpoch 0: |          | 9506/? [54:46<00:00,  2.89it/s]\nEpoch 0: |          | 9507/? [54:46<00:00,  2.89it/s]\nEpoch 0: |          | 9507/? [54:46<00:00,  2.89it/s]\nEpoch 0: |          | 9508/? [54:46<00:00,  2.89it/s]\nEpoch 0: |          | 9508/? [54:46<00:00,  2.89it/s]\nEpoch 0: |          | 9509/? [54:47<00:00,  2.89it/s]\nEpoch 0: |          | 9509/? [54:47<00:00,  2.89it/s]\nEpoch 0: |          | 9510/? [54:47<00:00,  2.89it/s]\nEpoch 0: |          | 9510/? [54:47<00:00,  2.89it/s]\nEpoch 0: |          | 9511/? [54:47<00:00,  2.89it/s]\nEpoch 0: |          | 9511/? [54:47<00:00,  2.89it/s]\nEpoch 0: |          | 9512/? [54:48<00:00,  2.89it/s]\nEpoch 0: |          | 9512/? [54:48<00:00,  2.89it/s]\nEpoch 0: |          | 9513/? [54:48<00:00,  2.89it/s]\nEpoch 0: |          | 9513/? [54:48<00:00,  2.89it/s]\nEpoch 0: |          | 9514/? [54:48<00:00,  2.89it/s]\nEpoch 0: |          | 9514/? [54:48<00:00,  2.89it/s]\nEpoch 0: |          | 9515/? [54:48<00:00,  2.89it/s]\nEpoch 0: |          | 9515/? [54:48<00:00,  2.89it/s]\nEpoch 0: |          | 9516/? [54:49<00:00,  2.89it/s]\nEpoch 0: |          | 9516/? [54:49<00:00,  2.89it/s]\nEpoch 0: |          | 9517/? [54:49<00:00,  2.89it/s]\nEpoch 0: |          | 9517/? [54:49<00:00,  2.89it/s]\nEpoch 0: |          | 9518/? [54:49<00:00,  2.89it/s]\nEpoch 0: |          | 9518/? [54:49<00:00,  2.89it/s]\nEpoch 0: |          | 9519/? [54:50<00:00,  2.89it/s]\nEpoch 0: |          | 9519/? [54:50<00:00,  2.89it/s]\nEpoch 0: |          | 9520/? [54:50<00:00,  2.89it/s]\nEpoch 0: |          | 9520/? [54:50<00:00,  2.89it/s]\nEpoch 0: |          | 9521/? [54:50<00:00,  2.89it/s]\nEpoch 0: |          | 9521/? [54:50<00:00,  2.89it/s]\nEpoch 0: |          | 9522/? [54:50<00:00,  2.89it/s]\nEpoch 0: |          | 9522/? [54:50<00:00,  2.89it/s]\nEpoch 0: |          | 9523/? [54:51<00:00,  2.89it/s]\nEpoch 0: |          | 9523/? [54:51<00:00,  2.89it/s]\nEpoch 0: |          | 9524/? [54:51<00:00,  2.89it/s]\nEpoch 0: |          | 9524/? [54:51<00:00,  2.89it/s]\nEpoch 0: |          | 9525/? [54:51<00:00,  2.89it/s]\nEpoch 0: |          | 9525/? [54:51<00:00,  2.89it/s]\nEpoch 0: |          | 9526/? [54:52<00:00,  2.89it/s]\nEpoch 0: |          | 9526/? [54:52<00:00,  2.89it/s]\nEpoch 0: |          | 9527/? [54:52<00:00,  2.89it/s]\nEpoch 0: |          | 9527/? [54:52<00:00,  2.89it/s]\nEpoch 0: |          | 9528/? [54:52<00:00,  2.89it/s]\nEpoch 0: |          | 9528/? [54:52<00:00,  2.89it/s]\nEpoch 0: |          | 9529/? [54:52<00:00,  2.89it/s]\nEpoch 0: |          | 9529/? [54:52<00:00,  2.89it/s]\nEpoch 0: |          | 9530/? [54:53<00:00,  2.89it/s]\nEpoch 0: |          | 9530/? [54:53<00:00,  2.89it/s]\nEpoch 0: |          | 9531/? [54:53<00:00,  2.89it/s]\nEpoch 0: |          | 9531/? [54:53<00:00,  2.89it/s]\nEpoch 0: |          | 9532/? [54:53<00:00,  2.89it/s]\nEpoch 0: |          | 9532/? [54:53<00:00,  2.89it/s]\nEpoch 0: |          | 9533/? [54:53<00:00,  2.89it/s]\nEpoch 0: |          | 9533/? [54:53<00:00,  2.89it/s]\nEpoch 0: |          | 9534/? [54:54<00:00,  2.89it/s]\nEpoch 0: |          | 9534/? [54:54<00:00,  2.89it/s]\nEpoch 0: |          | 9535/? [54:54<00:00,  2.89it/s]\nEpoch 0: |          | 9535/? [54:54<00:00,  2.89it/s]\nEpoch 0: |          | 9536/? [54:54<00:00,  2.89it/s]\nEpoch 0: |          | 9536/? [54:54<00:00,  2.89it/s]\nEpoch 0: |          | 9537/? [54:55<00:00,  2.89it/s]\nEpoch 0: |          | 9537/? [54:55<00:00,  2.89it/s]\nEpoch 0: |          | 9538/? [54:55<00:00,  2.89it/s]\nEpoch 0: |          | 9538/? [54:55<00:00,  2.89it/s]\nEpoch 0: |          | 9539/? [54:55<00:00,  2.89it/s]\nEpoch 0: |          | 9539/? [54:55<00:00,  2.89it/s]\nEpoch 0: |          | 9540/? [54:55<00:00,  2.89it/s]\nEpoch 0: |          | 9540/? [54:55<00:00,  2.89it/s]\nEpoch 0: |          | 9541/? [54:56<00:00,  2.89it/s]\nEpoch 0: |          | 9541/? [54:56<00:00,  2.89it/s]\nEpoch 0: |          | 9542/? [54:56<00:00,  2.89it/s]\nEpoch 0: |          | 9542/? [54:56<00:00,  2.89it/s]\nEpoch 0: |          | 9543/? [54:56<00:00,  2.89it/s]\nEpoch 0: |          | 9543/? [54:56<00:00,  2.89it/s]\nEpoch 0: |          | 9544/? [54:57<00:00,  2.89it/s]\nEpoch 0: |          | 9544/? [54:57<00:00,  2.89it/s]\nEpoch 0: |          | 9545/? [54:57<00:00,  2.89it/s]\nEpoch 0: |          | 9545/? [54:57<00:00,  2.89it/s]\nEpoch 0: |          | 9546/? [54:57<00:00,  2.89it/s]\nEpoch 0: |          | 9546/? [54:57<00:00,  2.89it/s]\nEpoch 0: |          | 9547/? [54:57<00:00,  2.89it/s]\nEpoch 0: |          | 9547/? [54:57<00:00,  2.89it/s]\nEpoch 0: |          | 9548/? [54:58<00:00,  2.89it/s]\nEpoch 0: |          | 9548/? [54:58<00:00,  2.89it/s]\nEpoch 0: |          | 9549/? [54:58<00:00,  2.89it/s]\nEpoch 0: |          | 9549/? [54:58<00:00,  2.89it/s]\nEpoch 0: |          | 9550/? [54:58<00:00,  2.90it/s]\nEpoch 0: |          | 9550/? [54:58<00:00,  2.90it/s]\nEpoch 0: |          | 9551/? [54:59<00:00,  2.90it/s]\nEpoch 0: |          | 9551/? [54:59<00:00,  2.90it/s]\nEpoch 0: |          | 9552/? [54:59<00:00,  2.90it/s]\nEpoch 0: |          | 9552/? [54:59<00:00,  2.90it/s]\nEpoch 0: |          | 9553/? [54:59<00:00,  2.90it/s]\nEpoch 0: |          | 9553/? [54:59<00:00,  2.90it/s]\nEpoch 0: |          | 9554/? [54:59<00:00,  2.90it/s]\nEpoch 0: |          | 9554/? [54:59<00:00,  2.90it/s]\nEpoch 0: |          | 9555/? [55:00<00:00,  2.90it/s]\nEpoch 0: |          | 9555/? [55:00<00:00,  2.90it/s]\nEpoch 0: |          | 9556/? [55:00<00:00,  2.90it/s]\nEpoch 0: |          | 9556/? [55:00<00:00,  2.90it/s]\nEpoch 0: |          | 9557/? [55:00<00:00,  2.90it/s]\nEpoch 0: |          | 9557/? [55:00<00:00,  2.90it/s]\nEpoch 0: |          | 9558/? [55:01<00:00,  2.90it/s]\nEpoch 0: |          | 9558/? [55:01<00:00,  2.90it/s]\nEpoch 0: |          | 9559/? [55:01<00:00,  2.90it/s]\nEpoch 0: |          | 9559/? [55:01<00:00,  2.90it/s]\nEpoch 0: |          | 9560/? [55:01<00:00,  2.90it/s]\nEpoch 0: |          | 9560/? [55:01<00:00,  2.90it/s]\nEpoch 0: |          | 9561/? [55:01<00:00,  2.90it/s]\nEpoch 0: |          | 9561/? [55:01<00:00,  2.90it/s]\nEpoch 0: |          | 9562/? [55:02<00:00,  2.90it/s]\nEpoch 0: |          | 9562/? [55:02<00:00,  2.90it/s]\nEpoch 0: |          | 9563/? [55:02<00:00,  2.90it/s]\nEpoch 0: |          | 9563/? [55:02<00:00,  2.90it/s]\nEpoch 0: |          | 9564/? [55:02<00:00,  2.90it/s]\nEpoch 0: |          | 9564/? [55:02<00:00,  2.90it/s]\nEpoch 0: |          | 9565/? [55:02<00:00,  2.90it/s]\nEpoch 0: |          | 9565/? [55:02<00:00,  2.90it/s]\nEpoch 0: |          | 9566/? [55:03<00:00,  2.90it/s]\nEpoch 0: |          | 9566/? [55:03<00:00,  2.90it/s]\nEpoch 0: |          | 9567/? [55:03<00:00,  2.90it/s]\nEpoch 0: |          | 9567/? [55:03<00:00,  2.90it/s]\nEpoch 0: |          | 9568/? [55:03<00:00,  2.90it/s]\nEpoch 0: |          | 9568/? [55:03<00:00,  2.90it/s]\nEpoch 0: |          | 9569/? [55:04<00:00,  2.90it/s]\nEpoch 0: |          | 9569/? [55:04<00:00,  2.90it/s]\nEpoch 0: |          | 9570/? [55:04<00:00,  2.90it/s]\nEpoch 0: |          | 9570/? [55:04<00:00,  2.90it/s]\nEpoch 0: |          | 9571/? [55:04<00:00,  2.90it/s]\nEpoch 0: |          | 9571/? [55:04<00:00,  2.90it/s]\nEpoch 0: |          | 9572/? [55:04<00:00,  2.90it/s]\nEpoch 0: |          | 9572/? [55:04<00:00,  2.90it/s]\nEpoch 0: |          | 9573/? [55:05<00:00,  2.90it/s]\nEpoch 0: |          | 9573/? [55:05<00:00,  2.90it/s]\nEpoch 0: |          | 9574/? [55:05<00:00,  2.90it/s]\nEpoch 0: |          | 9574/? [55:05<00:00,  2.90it/s]\nEpoch 0: |          | 9575/? [55:05<00:00,  2.90it/s]\nEpoch 0: |          | 9575/? [55:05<00:00,  2.90it/s]\nEpoch 0: |          | 9576/? [55:06<00:00,  2.90it/s]\nEpoch 0: |          | 9576/? [55:06<00:00,  2.90it/s]\nEpoch 0: |          | 9577/? [55:06<00:00,  2.90it/s]\nEpoch 0: |          | 9577/? [55:06<00:00,  2.90it/s]\nEpoch 0: |          | 9578/? [55:06<00:00,  2.90it/s]\nEpoch 0: |          | 9578/? [55:06<00:00,  2.90it/s]\nEpoch 0: |          | 9579/? [55:06<00:00,  2.90it/s]\nEpoch 0: |          | 9579/? [55:06<00:00,  2.90it/s]\nEpoch 0: |          | 9580/? [55:07<00:00,  2.90it/s]\nEpoch 0: |          | 9580/? [55:07<00:00,  2.90it/s]\nEpoch 0: |          | 9581/? [55:07<00:00,  2.90it/s]\nEpoch 0: |          | 9581/? [55:07<00:00,  2.90it/s]\nEpoch 0: |          | 9582/? [55:07<00:00,  2.90it/s]\nEpoch 0: |          | 9582/? [55:07<00:00,  2.90it/s]\nEpoch 0: |          | 9583/? [55:08<00:00,  2.90it/s]\nEpoch 0: |          | 9583/? [55:08<00:00,  2.90it/s]\nEpoch 0: |          | 9584/? [55:08<00:00,  2.90it/s]\nEpoch 0: |          | 9584/? [55:08<00:00,  2.90it/s]\nEpoch 0: |          | 9585/? [55:08<00:00,  2.90it/s]\nEpoch 0: |          | 9585/? [55:08<00:00,  2.90it/s]\nEpoch 0: |          | 9586/? [55:08<00:00,  2.90it/s]\nEpoch 0: |          | 9586/? [55:08<00:00,  2.90it/s]\nEpoch 0: |          | 9587/? [55:09<00:00,  2.90it/s]\nEpoch 0: |          | 9587/? [55:09<00:00,  2.90it/s]\nEpoch 0: |          | 9588/? [55:09<00:00,  2.90it/s]\nEpoch 0: |          | 9588/? [55:09<00:00,  2.90it/s]\nEpoch 0: |          | 9589/? [55:09<00:00,  2.90it/s]\nEpoch 0: |          | 9589/? [55:09<00:00,  2.90it/s]\nEpoch 0: |          | 9590/? [55:10<00:00,  2.90it/s]\nEpoch 0: |          | 9590/? [55:10<00:00,  2.90it/s]\nEpoch 0: |          | 9591/? [55:10<00:00,  2.90it/s]\nEpoch 0: |          | 9591/? [55:10<00:00,  2.90it/s]\nEpoch 0: |          | 9592/? [55:10<00:00,  2.90it/s]\nEpoch 0: |          | 9592/? [55:10<00:00,  2.90it/s]\nEpoch 0: |          | 9593/? [55:10<00:00,  2.90it/s]\nEpoch 0: |          | 9593/? [55:10<00:00,  2.90it/s]\nEpoch 0: |          | 9594/? [55:11<00:00,  2.90it/s]\nEpoch 0: |          | 9594/? [55:11<00:00,  2.90it/s]\nEpoch 0: |          | 9595/? [55:11<00:00,  2.90it/s]\nEpoch 0: |          | 9595/? [55:11<00:00,  2.90it/s]\nEpoch 0: |          | 9596/? [55:11<00:00,  2.90it/s]\nEpoch 0: |          | 9596/? [55:11<00:00,  2.90it/s]\nEpoch 0: |          | 9597/? [55:12<00:00,  2.90it/s]\nEpoch 0: |          | 9597/? [55:12<00:00,  2.90it/s]\nEpoch 0: |          | 9598/? [55:12<00:00,  2.90it/s]\nEpoch 0: |          | 9598/? [55:12<00:00,  2.90it/s]\nEpoch 0: |          | 9599/? [55:12<00:00,  2.90it/s]\nEpoch 0: |          | 9599/? [55:12<00:00,  2.90it/s]\nEpoch 0: |          | 9600/? [55:12<00:00,  2.90it/s]\nEpoch 0: |          | 9600/? [55:12<00:00,  2.90it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.40it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.18it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.79it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.71it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 9600/? [55:13<00:00,  2.90it/s]\nEpoch 0: |          | 9601/? [55:13<00:00,  2.90it/s]\nEpoch 0: |          | 9601/? [55:13<00:00,  2.90it/s]\nEpoch 0: |          | 9602/? [55:13<00:00,  2.90it/s]\nEpoch 0: |          | 9602/? [55:13<00:00,  2.90it/s]\nEpoch 0: |          | 9603/? [55:14<00:00,  2.90it/s]\nEpoch 0: |          | 9603/? [55:14<00:00,  2.90it/s]\nEpoch 0: |          | 9604/? [55:14<00:00,  2.90it/s]\nEpoch 0: |          | 9604/? [55:14<00:00,  2.90it/s]\nEpoch 0: |          | 9605/? [55:14<00:00,  2.90it/s]\nEpoch 0: |          | 9605/? [55:14<00:00,  2.90it/s]\nEpoch 0: |          | 9606/? [55:14<00:00,  2.90it/s]\nEpoch 0: |          | 9606/? [55:14<00:00,  2.90it/s]\nEpoch 0: |          | 9607/? [55:15<00:00,  2.90it/s]\nEpoch 0: |          | 9607/? [55:15<00:00,  2.90it/s]\nEpoch 0: |          | 9608/? [55:15<00:00,  2.90it/s]\nEpoch 0: |          | 9608/? [55:15<00:00,  2.90it/s]\nEpoch 0: |          | 9609/? [55:15<00:00,  2.90it/s]\nEpoch 0: |          | 9609/? [55:15<00:00,  2.90it/s]\nEpoch 0: |          | 9610/? [55:15<00:00,  2.90it/s]\nEpoch 0: |          | 9610/? [55:15<00:00,  2.90it/s]\nEpoch 0: |          | 9611/? [55:16<00:00,  2.90it/s]\nEpoch 0: |          | 9611/? [55:16<00:00,  2.90it/s]\nEpoch 0: |          | 9612/? [55:16<00:00,  2.90it/s]\nEpoch 0: |          | 9612/? [55:16<00:00,  2.90it/s]\nEpoch 0: |          | 9613/? [55:16<00:00,  2.90it/s]\nEpoch 0: |          | 9613/? [55:16<00:00,  2.90it/s]\nEpoch 0: |          | 9614/? [55:17<00:00,  2.90it/s]\nEpoch 0: |          | 9614/? [55:17<00:00,  2.90it/s]\nEpoch 0: |          | 9615/? [55:17<00:00,  2.90it/s]\nEpoch 0: |          | 9615/? [55:17<00:00,  2.90it/s]\nEpoch 0: |          | 9616/? [55:17<00:00,  2.90it/s]\nEpoch 0: |          | 9616/? [55:17<00:00,  2.90it/s]\nEpoch 0: |          | 9617/? [55:17<00:00,  2.90it/s]\nEpoch 0: |          | 9617/? [55:17<00:00,  2.90it/s]\nEpoch 0: |          | 9618/? [55:18<00:00,  2.90it/s]\nEpoch 0: |          | 9618/? [55:18<00:00,  2.90it/s]\nEpoch 0: |          | 9619/? [55:18<00:00,  2.90it/s]\nEpoch 0: |          | 9619/? [55:18<00:00,  2.90it/s]\nEpoch 0: |          | 9620/? [55:18<00:00,  2.90it/s]\nEpoch 0: |          | 9620/? [55:18<00:00,  2.90it/s]\nEpoch 0: |          | 9621/? [55:19<00:00,  2.90it/s]\nEpoch 0: |          | 9621/? [55:19<00:00,  2.90it/s]\nEpoch 0: |          | 9622/? [55:19<00:00,  2.90it/s]\nEpoch 0: |          | 9622/? [55:19<00:00,  2.90it/s]\nEpoch 0: |          | 9623/? [55:19<00:00,  2.90it/s]\nEpoch 0: |          | 9623/? [55:19<00:00,  2.90it/s]\nEpoch 0: |          | 9624/? [55:19<00:00,  2.90it/s]\nEpoch 0: |          | 9624/? [55:19<00:00,  2.90it/s]\nEpoch 0: |          | 9625/? [55:20<00:00,  2.90it/s]\nEpoch 0: |          | 9625/? [55:20<00:00,  2.90it/s]\nEpoch 0: |          | 9626/? [55:20<00:00,  2.90it/s]\nEpoch 0: |          | 9626/? [55:20<00:00,  2.90it/s]\nEpoch 0: |          | 9627/? [55:20<00:00,  2.90it/s]\nEpoch 0: |          | 9627/? [55:20<00:00,  2.90it/s]\nEpoch 0: |          | 9628/? [55:21<00:00,  2.90it/s]\nEpoch 0: |          | 9628/? [55:21<00:00,  2.90it/s]\nEpoch 0: |          | 9629/? [55:21<00:00,  2.90it/s]\nEpoch 0: |          | 9629/? [55:21<00:00,  2.90it/s]\nEpoch 0: |          | 9630/? [55:21<00:00,  2.90it/s]\nEpoch 0: |          | 9630/? [55:21<00:00,  2.90it/s]\nEpoch 0: |          | 9631/? [55:21<00:00,  2.90it/s]\nEpoch 0: |          | 9631/? [55:21<00:00,  2.90it/s]\nEpoch 0: |          | 9632/? [55:22<00:00,  2.90it/s]\nEpoch 0: |          | 9632/? [55:22<00:00,  2.90it/s]\nEpoch 0: |          | 9633/? [55:22<00:00,  2.90it/s]\nEpoch 0: |          | 9633/? [55:22<00:00,  2.90it/s]\nEpoch 0: |          | 9634/? [55:22<00:00,  2.90it/s]\nEpoch 0: |          | 9634/? [55:22<00:00,  2.90it/s]\nEpoch 0: |          | 9635/? [55:22<00:00,  2.90it/s]\nEpoch 0: |          | 9635/? [55:22<00:00,  2.90it/s]\nEpoch 0: |          | 9636/? [55:23<00:00,  2.90it/s]\nEpoch 0: |          | 9636/? [55:23<00:00,  2.90it/s]\nEpoch 0: |          | 9637/? [55:23<00:00,  2.90it/s]\nEpoch 0: |          | 9637/? [55:23<00:00,  2.90it/s]\nEpoch 0: |          | 9638/? [55:23<00:00,  2.90it/s]\nEpoch 0: |          | 9638/? [55:23<00:00,  2.90it/s]\nEpoch 0: |          | 9639/? [55:24<00:00,  2.90it/s]\nEpoch 0: |          | 9639/? [55:24<00:00,  2.90it/s]\nEpoch 0: |          | 9640/? [55:24<00:00,  2.90it/s]\nEpoch 0: |          | 9640/? [55:24<00:00,  2.90it/s]\nEpoch 0: |          | 9641/? [55:24<00:00,  2.90it/s]\nEpoch 0: |          | 9641/? [55:24<00:00,  2.90it/s]\nEpoch 0: |          | 9642/? [55:24<00:00,  2.90it/s]\nEpoch 0: |          | 9642/? [55:24<00:00,  2.90it/s]\nEpoch 0: |          | 9643/? [55:25<00:00,  2.90it/s]\nEpoch 0: |          | 9643/? [55:25<00:00,  2.90it/s]\nEpoch 0: |          | 9644/? [55:25<00:00,  2.90it/s]\nEpoch 0: |          | 9644/? [55:25<00:00,  2.90it/s]\nEpoch 0: |          | 9645/? [55:25<00:00,  2.90it/s]\nEpoch 0: |          | 9645/? [55:25<00:00,  2.90it/s]\nEpoch 0: |          | 9646/? [55:26<00:00,  2.90it/s]\nEpoch 0: |          | 9646/? [55:26<00:00,  2.90it/s]\nEpoch 0: |          | 9647/? [55:26<00:00,  2.90it/s]\nEpoch 0: |          | 9647/? [55:26<00:00,  2.90it/s]\nEpoch 0: |          | 9648/? [55:26<00:00,  2.90it/s]\nEpoch 0: |          | 9648/? [55:26<00:00,  2.90it/s]\nEpoch 0: |          | 9649/? [55:26<00:00,  2.90it/s]\nEpoch 0: |          | 9649/? [55:26<00:00,  2.90it/s]\nEpoch 0: |          | 9650/? [55:27<00:00,  2.90it/s]\nEpoch 0: |          | 9650/? [55:27<00:00,  2.90it/s]\nEpoch 0: |          | 9651/? [55:27<00:00,  2.90it/s]\nEpoch 0: |          | 9651/? [55:27<00:00,  2.90it/s]\nEpoch 0: |          | 9652/? [55:27<00:00,  2.90it/s]\nEpoch 0: |          | 9652/? [55:27<00:00,  2.90it/s]\nEpoch 0: |          | 9653/? [55:28<00:00,  2.90it/s]\nEpoch 0: |          | 9653/? [55:28<00:00,  2.90it/s]\nEpoch 0: |          | 9654/? [55:28<00:00,  2.90it/s]\nEpoch 0: |          | 9654/? [55:28<00:00,  2.90it/s]\nEpoch 0: |          | 9655/? [55:28<00:00,  2.90it/s]\nEpoch 0: |          | 9655/? [55:28<00:00,  2.90it/s]\nEpoch 0: |          | 9656/? [55:28<00:00,  2.90it/s]\nEpoch 0: |          | 9656/? [55:28<00:00,  2.90it/s]\nEpoch 0: |          | 9657/? [55:29<00:00,  2.90it/s]\nEpoch 0: |          | 9657/? [55:29<00:00,  2.90it/s]\nEpoch 0: |          | 9658/? [55:29<00:00,  2.90it/s]\nEpoch 0: |          | 9658/? [55:29<00:00,  2.90it/s]\nEpoch 0: |          | 9659/? [55:29<00:00,  2.90it/s]\nEpoch 0: |          | 9659/? [55:29<00:00,  2.90it/s]\nEpoch 0: |          | 9660/? [55:30<00:00,  2.90it/s]\nEpoch 0: |          | 9660/? [55:30<00:00,  2.90it/s]\nEpoch 0: |          | 9661/? [55:30<00:00,  2.90it/s]\nEpoch 0: |          | 9661/? [55:30<00:00,  2.90it/s]\nEpoch 0: |          | 9662/? [55:30<00:00,  2.90it/s]\nEpoch 0: |          | 9662/? [55:30<00:00,  2.90it/s]\nEpoch 0: |          | 9663/? [55:30<00:00,  2.90it/s]\nEpoch 0: |          | 9663/? [55:30<00:00,  2.90it/s]\nEpoch 0: |          | 9664/? [55:31<00:00,  2.90it/s]\nEpoch 0: |          | 9664/? [55:31<00:00,  2.90it/s]\nEpoch 0: |          | 9665/? [55:31<00:00,  2.90it/s]\nEpoch 0: |          | 9665/? [55:31<00:00,  2.90it/s]\nEpoch 0: |          | 9666/? [55:31<00:00,  2.90it/s]\nEpoch 0: |          | 9666/? [55:31<00:00,  2.90it/s]\nEpoch 0: |          | 9667/? [55:31<00:00,  2.90it/s]\nEpoch 0: |          | 9667/? [55:31<00:00,  2.90it/s]\nEpoch 0: |          | 9668/? [55:32<00:00,  2.90it/s]\nEpoch 0: |          | 9668/? [55:32<00:00,  2.90it/s]\nEpoch 0: |          | 9669/? [55:32<00:00,  2.90it/s]\nEpoch 0: |          | 9669/? [55:32<00:00,  2.90it/s]\nEpoch 0: |          | 9670/? [55:32<00:00,  2.90it/s]\nEpoch 0: |          | 9670/? [55:32<00:00,  2.90it/s]\nEpoch 0: |          | 9671/? [55:33<00:00,  2.90it/s]\nEpoch 0: |          | 9671/? [55:33<00:00,  2.90it/s]\nEpoch 0: |          | 9672/? [55:33<00:00,  2.90it/s]\nEpoch 0: |          | 9672/? [55:33<00:00,  2.90it/s]\nEpoch 0: |          | 9673/? [55:33<00:00,  2.90it/s]\nEpoch 0: |          | 9673/? [55:33<00:00,  2.90it/s]\nEpoch 0: |          | 9674/? [55:33<00:00,  2.90it/s]\nEpoch 0: |          | 9674/? [55:33<00:00,  2.90it/s]\nEpoch 0: |          | 9675/? [55:34<00:00,  2.90it/s]\nEpoch 0: |          | 9675/? [55:34<00:00,  2.90it/s]\nEpoch 0: |          | 9676/? [55:34<00:00,  2.90it/s]\nEpoch 0: |          | 9676/? [55:34<00:00,  2.90it/s]\nEpoch 0: |          | 9677/? [55:34<00:00,  2.90it/s]\nEpoch 0: |          | 9677/? [55:34<00:00,  2.90it/s]\nEpoch 0: |          | 9678/? [55:35<00:00,  2.90it/s]\nEpoch 0: |          | 9678/? [55:35<00:00,  2.90it/s]\nEpoch 0: |          | 9679/? [55:35<00:00,  2.90it/s]\nEpoch 0: |          | 9679/? [55:35<00:00,  2.90it/s]\nEpoch 0: |          | 9680/? [55:35<00:00,  2.90it/s]\nEpoch 0: |          | 9680/? [55:35<00:00,  2.90it/s]\nEpoch 0: |          | 9681/? [55:35<00:00,  2.90it/s]\nEpoch 0: |          | 9681/? [55:35<00:00,  2.90it/s]\nEpoch 0: |          | 9682/? [55:36<00:00,  2.90it/s]\nEpoch 0: |          | 9682/? [55:36<00:00,  2.90it/s]\nEpoch 0: |          | 9683/? [55:36<00:00,  2.90it/s]\nEpoch 0: |          | 9683/? [55:36<00:00,  2.90it/s]\nEpoch 0: |          | 9684/? [55:36<00:00,  2.90it/s]\nEpoch 0: |          | 9684/? [55:36<00:00,  2.90it/s]\nEpoch 0: |          | 9685/? [55:37<00:00,  2.90it/s]\nEpoch 0: |          | 9685/? [55:37<00:00,  2.90it/s]\nEpoch 0: |          | 9686/? [55:37<00:00,  2.90it/s]\nEpoch 0: |          | 9686/? [55:37<00:00,  2.90it/s]\nEpoch 0: |          | 9687/? [55:37<00:00,  2.90it/s]\nEpoch 0: |          | 9687/? [55:37<00:00,  2.90it/s]\nEpoch 0: |          | 9688/? [55:37<00:00,  2.90it/s]\nEpoch 0: |          | 9688/? [55:37<00:00,  2.90it/s]\nEpoch 0: |          | 9689/? [55:38<00:00,  2.90it/s]\nEpoch 0: |          | 9689/? [55:38<00:00,  2.90it/s]\nEpoch 0: |          | 9690/? [55:38<00:00,  2.90it/s]\nEpoch 0: |          | 9690/? [55:38<00:00,  2.90it/s]\nEpoch 0: |          | 9691/? [55:38<00:00,  2.90it/s]\nEpoch 0: |          | 9691/? [55:38<00:00,  2.90it/s]\nEpoch 0: |          | 9692/? [55:39<00:00,  2.90it/s]\nEpoch 0: |          | 9692/? [55:39<00:00,  2.90it/s]\nEpoch 0: |          | 9693/? [55:39<00:00,  2.90it/s]\nEpoch 0: |          | 9693/? [55:39<00:00,  2.90it/s]\nEpoch 0: |          | 9694/? [55:39<00:00,  2.90it/s]\nEpoch 0: |          | 9694/? [55:39<00:00,  2.90it/s]\nEpoch 0: |          | 9695/? [55:39<00:00,  2.90it/s]\nEpoch 0: |          | 9695/? [55:39<00:00,  2.90it/s]\nEpoch 0: |          | 9696/? [55:40<00:00,  2.90it/s]\nEpoch 0: |          | 9696/? [55:40<00:00,  2.90it/s]\nEpoch 0: |          | 9697/? [55:40<00:00,  2.90it/s]\nEpoch 0: |          | 9697/? [55:40<00:00,  2.90it/s]\nEpoch 0: |          | 9698/? [55:40<00:00,  2.90it/s]\nEpoch 0: |          | 9698/? [55:40<00:00,  2.90it/s]\nEpoch 0: |          | 9699/? [55:41<00:00,  2.90it/s]\nEpoch 0: |          | 9699/? [55:41<00:00,  2.90it/s]\nEpoch 0: |          | 9700/? [55:41<00:00,  2.90it/s]\nEpoch 0: |          | 9700/? [55:41<00:00,  2.90it/s]\nEpoch 0: |          | 9701/? [55:41<00:00,  2.90it/s]\nEpoch 0: |          | 9701/? [55:41<00:00,  2.90it/s]\nEpoch 0: |          | 9702/? [55:41<00:00,  2.90it/s]\nEpoch 0: |          | 9702/? [55:41<00:00,  2.90it/s]\nEpoch 0: |          | 9703/? [55:42<00:00,  2.90it/s]\nEpoch 0: |          | 9703/? [55:42<00:00,  2.90it/s]\nEpoch 0: |          | 9704/? [55:42<00:00,  2.90it/s]\nEpoch 0: |          | 9704/? [55:42<00:00,  2.90it/s]\nEpoch 0: |          | 9705/? [55:42<00:00,  2.90it/s]\nEpoch 0: |          | 9705/? [55:42<00:00,  2.90it/s]\nEpoch 0: |          | 9706/? [55:42<00:00,  2.90it/s]\nEpoch 0: |          | 9706/? [55:42<00:00,  2.90it/s]\nEpoch 0: |          | 9707/? [55:43<00:00,  2.90it/s]\nEpoch 0: |          | 9707/? [55:43<00:00,  2.90it/s]\nEpoch 0: |          | 9708/? [55:43<00:00,  2.90it/s]\nEpoch 0: |          | 9708/? [55:43<00:00,  2.90it/s]\nEpoch 0: |          | 9709/? [55:43<00:00,  2.90it/s]\nEpoch 0: |          | 9709/? [55:43<00:00,  2.90it/s]\nEpoch 0: |          | 9710/? [55:44<00:00,  2.90it/s]\nEpoch 0: |          | 9710/? [55:44<00:00,  2.90it/s]\nEpoch 0: |          | 9711/? [55:44<00:00,  2.90it/s]\nEpoch 0: |          | 9711/? [55:44<00:00,  2.90it/s]\nEpoch 0: |          | 9712/? [55:44<00:00,  2.90it/s]\nEpoch 0: |          | 9712/? [55:44<00:00,  2.90it/s]\nEpoch 0: |          | 9713/? [55:44<00:00,  2.90it/s]\nEpoch 0: |          | 9713/? [55:44<00:00,  2.90it/s]\nEpoch 0: |          | 9714/? [55:45<00:00,  2.90it/s]\nEpoch 0: |          | 9714/? [55:45<00:00,  2.90it/s]\nEpoch 0: |          | 9715/? [55:45<00:00,  2.90it/s]\nEpoch 0: |          | 9715/? [55:45<00:00,  2.90it/s]\nEpoch 0: |          | 9716/? [55:45<00:00,  2.90it/s]\nEpoch 0: |          | 9716/? [55:45<00:00,  2.90it/s]\nEpoch 0: |          | 9717/? [55:46<00:00,  2.90it/s]\nEpoch 0: |          | 9717/? [55:46<00:00,  2.90it/s]\nEpoch 0: |          | 9718/? [55:46<00:00,  2.90it/s]\nEpoch 0: |          | 9718/? [55:46<00:00,  2.90it/s]\nEpoch 0: |          | 9719/? [55:46<00:00,  2.90it/s]\nEpoch 0: |          | 9719/? [55:46<00:00,  2.90it/s]\nEpoch 0: |          | 9720/? [55:46<00:00,  2.90it/s]\nEpoch 0: |          | 9720/? [55:46<00:00,  2.90it/s]\nEpoch 0: |          | 9721/? [55:47<00:00,  2.90it/s]\nEpoch 0: |          | 9721/? [55:47<00:00,  2.90it/s]\nEpoch 0: |          | 9722/? [55:47<00:00,  2.90it/s]\nEpoch 0: |          | 9722/? [55:47<00:00,  2.90it/s]\nEpoch 0: |          | 9723/? [55:47<00:00,  2.90it/s]\nEpoch 0: |          | 9723/? [55:47<00:00,  2.90it/s]\nEpoch 0: |          | 9724/? [55:48<00:00,  2.90it/s]\nEpoch 0: |          | 9724/? [55:48<00:00,  2.90it/s]\nEpoch 0: |          | 9725/? [55:48<00:00,  2.90it/s]\nEpoch 0: |          | 9725/? [55:48<00:00,  2.90it/s]\nEpoch 0: |          | 9726/? [55:48<00:00,  2.90it/s]\nEpoch 0: |          | 9726/? [55:48<00:00,  2.90it/s]\nEpoch 0: |          | 9727/? [55:48<00:00,  2.90it/s]\nEpoch 0: |          | 9727/? [55:48<00:00,  2.90it/s]\nEpoch 0: |          | 9728/? [55:49<00:00,  2.90it/s]\nEpoch 0: |          | 9728/? [55:49<00:00,  2.90it/s]\nEpoch 0: |          | 9729/? [55:49<00:00,  2.90it/s]\nEpoch 0: |          | 9729/? [55:49<00:00,  2.90it/s]\nEpoch 0: |          | 9730/? [55:49<00:00,  2.90it/s]\nEpoch 0: |          | 9730/? [55:49<00:00,  2.90it/s]\nEpoch 0: |          | 9731/? [55:50<00:00,  2.90it/s]\nEpoch 0: |          | 9731/? [55:50<00:00,  2.90it/s]\nEpoch 0: |          | 9732/? [55:50<00:00,  2.90it/s]\nEpoch 0: |          | 9732/? [55:50<00:00,  2.90it/s]\nEpoch 0: |          | 9733/? [55:50<00:00,  2.90it/s]\nEpoch 0: |          | 9733/? [55:50<00:00,  2.90it/s]\nEpoch 0: |          | 9734/? [55:50<00:00,  2.90it/s]\nEpoch 0: |          | 9734/? [55:50<00:00,  2.90it/s]\nEpoch 0: |          | 9735/? [55:51<00:00,  2.90it/s]\nEpoch 0: |          | 9735/? [55:51<00:00,  2.90it/s]\nEpoch 0: |          | 9736/? [55:51<00:00,  2.91it/s]\nEpoch 0: |          | 9736/? [55:51<00:00,  2.91it/s]\nEpoch 0: |          | 9737/? [55:51<00:00,  2.91it/s]\nEpoch 0: |          | 9737/? [55:51<00:00,  2.91it/s]\nEpoch 0: |          | 9738/? [55:51<00:00,  2.91it/s]\nEpoch 0: |          | 9738/? [55:51<00:00,  2.91it/s]\nEpoch 0: |          | 9739/? [55:52<00:00,  2.91it/s]\nEpoch 0: |          | 9739/? [55:52<00:00,  2.91it/s]\nEpoch 0: |          | 9740/? [55:52<00:00,  2.91it/s]\nEpoch 0: |          | 9740/? [55:52<00:00,  2.91it/s]\nEpoch 0: |          | 9741/? [55:52<00:00,  2.91it/s]\nEpoch 0: |          | 9741/? [55:52<00:00,  2.91it/s]\nEpoch 0: |          | 9742/? [55:53<00:00,  2.91it/s]\nEpoch 0: |          | 9742/? [55:53<00:00,  2.91it/s]\nEpoch 0: |          | 9743/? [55:53<00:00,  2.91it/s]\nEpoch 0: |          | 9743/? [55:53<00:00,  2.91it/s]\nEpoch 0: |          | 9744/? [55:53<00:00,  2.91it/s]\nEpoch 0: |          | 9744/? [55:53<00:00,  2.91it/s]\nEpoch 0: |          | 9745/? [55:53<00:00,  2.91it/s]\nEpoch 0: |          | 9745/? [55:53<00:00,  2.91it/s]\nEpoch 0: |          | 9746/? [55:54<00:00,  2.91it/s]\nEpoch 0: |          | 9746/? [55:54<00:00,  2.91it/s]\nEpoch 0: |          | 9747/? [55:54<00:00,  2.91it/s]\nEpoch 0: |          | 9747/? [55:54<00:00,  2.91it/s]\nEpoch 0: |          | 9748/? [55:54<00:00,  2.91it/s]\nEpoch 0: |          | 9748/? [55:54<00:00,  2.91it/s]\nEpoch 0: |          | 9749/? [55:55<00:00,  2.91it/s]\nEpoch 0: |          | 9749/? [55:55<00:00,  2.91it/s]\nEpoch 0: |          | 9750/? [55:55<00:00,  2.91it/s]\nEpoch 0: |          | 9750/? [55:55<00:00,  2.91it/s]\nEpoch 0: |          | 9751/? [55:55<00:00,  2.91it/s]\nEpoch 0: |          | 9751/? [55:55<00:00,  2.91it/s]\nEpoch 0: |          | 9752/? [55:55<00:00,  2.91it/s]\nEpoch 0: |          | 9752/? [55:55<00:00,  2.91it/s]\nEpoch 0: |          | 9753/? [55:56<00:00,  2.91it/s]\nEpoch 0: |          | 9753/? [55:56<00:00,  2.91it/s]\nEpoch 0: |          | 9754/? [55:56<00:00,  2.91it/s]\nEpoch 0: |          | 9754/? [55:56<00:00,  2.91it/s]\nEpoch 0: |          | 9755/? [55:56<00:00,  2.91it/s]\nEpoch 0: |          | 9755/? [55:56<00:00,  2.91it/s]\nEpoch 0: |          | 9756/? [55:56<00:00,  2.91it/s]\nEpoch 0: |          | 9756/? [55:56<00:00,  2.91it/s]\nEpoch 0: |          | 9757/? [55:57<00:00,  2.91it/s]\nEpoch 0: |          | 9757/? [55:57<00:00,  2.91it/s]\nEpoch 0: |          | 9758/? [55:57<00:00,  2.91it/s]\nEpoch 0: |          | 9758/? [55:57<00:00,  2.91it/s]\nEpoch 0: |          | 9759/? [55:57<00:00,  2.91it/s]\nEpoch 0: |          | 9759/? [55:57<00:00,  2.91it/s]\nEpoch 0: |          | 9760/? [55:58<00:00,  2.91it/s]\nEpoch 0: |          | 9760/? [55:58<00:00,  2.91it/s]\nEpoch 0: |          | 9761/? [55:58<00:00,  2.91it/s]\nEpoch 0: |          | 9761/? [55:58<00:00,  2.91it/s]\nEpoch 0: |          | 9762/? [55:58<00:00,  2.91it/s]\nEpoch 0: |          | 9762/? [55:58<00:00,  2.91it/s]\nEpoch 0: |          | 9763/? [55:58<00:00,  2.91it/s]\nEpoch 0: |          | 9763/? [55:58<00:00,  2.91it/s]\nEpoch 0: |          | 9764/? [55:59<00:00,  2.91it/s]\nEpoch 0: |          | 9764/? [55:59<00:00,  2.91it/s]\nEpoch 0: |          | 9765/? [55:59<00:00,  2.91it/s]\nEpoch 0: |          | 9765/? [55:59<00:00,  2.91it/s]\nEpoch 0: |          | 9766/? [55:59<00:00,  2.91it/s]\nEpoch 0: |          | 9766/? [55:59<00:00,  2.91it/s]\nEpoch 0: |          | 9767/? [56:00<00:00,  2.91it/s]\nEpoch 0: |          | 9767/? [56:00<00:00,  2.91it/s]\nEpoch 0: |          | 9768/? [56:00<00:00,  2.91it/s]\nEpoch 0: |          | 9768/? [56:00<00:00,  2.91it/s]\nEpoch 0: |          | 9769/? [56:00<00:00,  2.91it/s]\nEpoch 0: |          | 9769/? [56:00<00:00,  2.91it/s]\nEpoch 0: |          | 9770/? [56:00<00:00,  2.91it/s]\nEpoch 0: |          | 9770/? [56:00<00:00,  2.91it/s]\nEpoch 0: |          | 9771/? [56:01<00:00,  2.91it/s]\nEpoch 0: |          | 9771/? [56:01<00:00,  2.91it/s]\nEpoch 0: |          | 9772/? [56:01<00:00,  2.91it/s]\nEpoch 0: |          | 9772/? [56:01<00:00,  2.91it/s]\nEpoch 0: |          | 9773/? [56:01<00:00,  2.91it/s]\nEpoch 0: |          | 9773/? [56:01<00:00,  2.91it/s]\nEpoch 0: |          | 9774/? [56:02<00:00,  2.91it/s]\nEpoch 0: |          | 9774/? [56:02<00:00,  2.91it/s]\nEpoch 0: |          | 9775/? [56:02<00:00,  2.91it/s]\nEpoch 0: |          | 9775/? [56:02<00:00,  2.91it/s]\nEpoch 0: |          | 9776/? [56:02<00:00,  2.91it/s]\nEpoch 0: |          | 9776/? [56:02<00:00,  2.91it/s]\nEpoch 0: |          | 9777/? [56:02<00:00,  2.91it/s]\nEpoch 0: |          | 9777/? [56:02<00:00,  2.91it/s]\nEpoch 0: |          | 9778/? [56:03<00:00,  2.91it/s]\nEpoch 0: |          | 9778/? [56:03<00:00,  2.91it/s]\nEpoch 0: |          | 9779/? [56:03<00:00,  2.91it/s]\nEpoch 0: |          | 9779/? [56:03<00:00,  2.91it/s]\nEpoch 0: |          | 9780/? [56:03<00:00,  2.91it/s]\nEpoch 0: |          | 9780/? [56:03<00:00,  2.91it/s]\nEpoch 0: |          | 9781/? [56:04<00:00,  2.91it/s]\nEpoch 0: |          | 9781/? [56:04<00:00,  2.91it/s]\nEpoch 0: |          | 9782/? [56:04<00:00,  2.91it/s]\nEpoch 0: |          | 9782/? [56:04<00:00,  2.91it/s]\nEpoch 0: |          | 9783/? [56:04<00:00,  2.91it/s]\nEpoch 0: |          | 9783/? [56:04<00:00,  2.91it/s]\nEpoch 0: |          | 9784/? [56:04<00:00,  2.91it/s]\nEpoch 0: |          | 9784/? [56:04<00:00,  2.91it/s]\nEpoch 0: |          | 9785/? [56:05<00:00,  2.91it/s]\nEpoch 0: |          | 9785/? [56:05<00:00,  2.91it/s]\nEpoch 0: |          | 9786/? [56:05<00:00,  2.91it/s]\nEpoch 0: |          | 9786/? [56:05<00:00,  2.91it/s]\nEpoch 0: |          | 9787/? [56:05<00:00,  2.91it/s]\nEpoch 0: |          | 9787/? [56:05<00:00,  2.91it/s]\nEpoch 0: |          | 9788/? [56:06<00:00,  2.91it/s]\nEpoch 0: |          | 9788/? [56:06<00:00,  2.91it/s]\nEpoch 0: |          | 9789/? [56:06<00:00,  2.91it/s]\nEpoch 0: |          | 9789/? [56:06<00:00,  2.91it/s]\nEpoch 0: |          | 9790/? [56:06<00:00,  2.91it/s]\nEpoch 0: |          | 9790/? [56:06<00:00,  2.91it/s]\nEpoch 0: |          | 9791/? [56:06<00:00,  2.91it/s]\nEpoch 0: |          | 9791/? [56:06<00:00,  2.91it/s]\nEpoch 0: |          | 9792/? [56:07<00:00,  2.91it/s]\nEpoch 0: |          | 9792/? [56:07<00:00,  2.91it/s]\nEpoch 0: |          | 9793/? [56:07<00:00,  2.91it/s]\nEpoch 0: |          | 9793/? [56:07<00:00,  2.91it/s]\nEpoch 0: |          | 9794/? [56:07<00:00,  2.91it/s]\nEpoch 0: |          | 9794/? [56:07<00:00,  2.91it/s]\nEpoch 0: |          | 9795/? [56:07<00:00,  2.91it/s]\nEpoch 0: |          | 9795/? [56:07<00:00,  2.91it/s]\nEpoch 0: |          | 9796/? [56:08<00:00,  2.91it/s]\nEpoch 0: |          | 9796/? [56:08<00:00,  2.91it/s]\nEpoch 0: |          | 9797/? [56:08<00:00,  2.91it/s]\nEpoch 0: |          | 9797/? [56:08<00:00,  2.91it/s]\nEpoch 0: |          | 9798/? [56:08<00:00,  2.91it/s]\nEpoch 0: |          | 9798/? [56:08<00:00,  2.91it/s]\nEpoch 0: |          | 9799/? [56:09<00:00,  2.91it/s]\nEpoch 0: |          | 9799/? [56:09<00:00,  2.91it/s]\nEpoch 0: |          | 9800/? [56:09<00:00,  2.91it/s]\nEpoch 0: |          | 9800/? [56:09<00:00,  2.91it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.73it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.26it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.98it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.80it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 9800/? [56:09<00:00,  2.91it/s]\nEpoch 0: |          | 9801/? [56:09<00:00,  2.91it/s]\nEpoch 0: |          | 9801/? [56:09<00:00,  2.91it/s]\nEpoch 0: |          | 9802/? [56:10<00:00,  2.91it/s]\nEpoch 0: |          | 9802/? [56:10<00:00,  2.91it/s]\nEpoch 0: |          | 9803/? [56:10<00:00,  2.91it/s]\nEpoch 0: |          | 9803/? [56:10<00:00,  2.91it/s]\nEpoch 0: |          | 9804/? [56:10<00:00,  2.91it/s]\nEpoch 0: |          | 9804/? [56:10<00:00,  2.91it/s]\nEpoch 0: |          | 9805/? [56:11<00:00,  2.91it/s]\nEpoch 0: |          | 9805/? [56:11<00:00,  2.91it/s]\nEpoch 0: |          | 9806/? [56:11<00:00,  2.91it/s]\nEpoch 0: |          | 9806/? [56:11<00:00,  2.91it/s]\nEpoch 0: |          | 9807/? [56:11<00:00,  2.91it/s]\nEpoch 0: |          | 9807/? [56:11<00:00,  2.91it/s]\nEpoch 0: |          | 9808/? [56:11<00:00,  2.91it/s]\nEpoch 0: |          | 9808/? [56:11<00:00,  2.91it/s]\nEpoch 0: |          | 9809/? [56:12<00:00,  2.91it/s]\nEpoch 0: |          | 9809/? [56:12<00:00,  2.91it/s]\nEpoch 0: |          | 9810/? [56:12<00:00,  2.91it/s]\nEpoch 0: |          | 9810/? [56:12<00:00,  2.91it/s]\nEpoch 0: |          | 9811/? [56:12<00:00,  2.91it/s]\nEpoch 0: |          | 9811/? [56:12<00:00,  2.91it/s]\nEpoch 0: |          | 9812/? [56:13<00:00,  2.91it/s]\nEpoch 0: |          | 9812/? [56:13<00:00,  2.91it/s]\nEpoch 0: |          | 9813/? [56:13<00:00,  2.91it/s]\nEpoch 0: |          | 9813/? [56:13<00:00,  2.91it/s]\nEpoch 0: |          | 9814/? [56:13<00:00,  2.91it/s]\nEpoch 0: |          | 9814/? [56:13<00:00,  2.91it/s]\nEpoch 0: |          | 9815/? [56:13<00:00,  2.91it/s]\nEpoch 0: |          | 9815/? [56:13<00:00,  2.91it/s]\nEpoch 0: |          | 9816/? [56:14<00:00,  2.91it/s]\nEpoch 0: |          | 9816/? [56:14<00:00,  2.91it/s]\nEpoch 0: |          | 9817/? [56:14<00:00,  2.91it/s]\nEpoch 0: |          | 9817/? [56:14<00:00,  2.91it/s]\nEpoch 0: |          | 9818/? [56:14<00:00,  2.91it/s]\nEpoch 0: |          | 9818/? [56:14<00:00,  2.91it/s]\nEpoch 0: |          | 9819/? [56:15<00:00,  2.91it/s]\nEpoch 0: |          | 9819/? [56:15<00:00,  2.91it/s]\nEpoch 0: |          | 9820/? [56:15<00:00,  2.91it/s]\nEpoch 0: |          | 9820/? [56:15<00:00,  2.91it/s]\nEpoch 0: |          | 9821/? [56:15<00:00,  2.91it/s]\nEpoch 0: |          | 9821/? [56:15<00:00,  2.91it/s]\nEpoch 0: |          | 9822/? [56:15<00:00,  2.91it/s]\nEpoch 0: |          | 9822/? [56:15<00:00,  2.91it/s]\nEpoch 0: |          | 9823/? [56:16<00:00,  2.91it/s]\nEpoch 0: |          | 9823/? [56:16<00:00,  2.91it/s]\nEpoch 0: |          | 9824/? [56:16<00:00,  2.91it/s]\nEpoch 0: |          | 9824/? [56:16<00:00,  2.91it/s]\nEpoch 0: |          | 9825/? [56:16<00:00,  2.91it/s]\nEpoch 0: |          | 9825/? [56:16<00:00,  2.91it/s]\nEpoch 0: |          | 9826/? [56:17<00:00,  2.91it/s]\nEpoch 0: |          | 9826/? [56:17<00:00,  2.91it/s]\nEpoch 0: |          | 9827/? [56:17<00:00,  2.91it/s]\nEpoch 0: |          | 9827/? [56:17<00:00,  2.91it/s]\nEpoch 0: |          | 9828/? [56:17<00:00,  2.91it/s]\nEpoch 0: |          | 9828/? [56:17<00:00,  2.91it/s]\nEpoch 0: |          | 9829/? [56:17<00:00,  2.91it/s]\nEpoch 0: |          | 9829/? [56:17<00:00,  2.91it/s]\nEpoch 0: |          | 9830/? [56:18<00:00,  2.91it/s]\nEpoch 0: |          | 9830/? [56:18<00:00,  2.91it/s]\nEpoch 0: |          | 9831/? [56:18<00:00,  2.91it/s]\nEpoch 0: |          | 9831/? [56:18<00:00,  2.91it/s]\nEpoch 0: |          | 9832/? [56:18<00:00,  2.91it/s]\nEpoch 0: |          | 9832/? [56:18<00:00,  2.91it/s]\nEpoch 0: |          | 9833/? [56:18<00:00,  2.91it/s]\nEpoch 0: |          | 9833/? [56:18<00:00,  2.91it/s]\nEpoch 0: |          | 9834/? [56:19<00:00,  2.91it/s]\nEpoch 0: |          | 9834/? [56:19<00:00,  2.91it/s]\nEpoch 0: |          | 9835/? [56:19<00:00,  2.91it/s]\nEpoch 0: |          | 9835/? [56:19<00:00,  2.91it/s]\nEpoch 0: |          | 9836/? [56:19<00:00,  2.91it/s]\nEpoch 0: |          | 9836/? [56:19<00:00,  2.91it/s]\nEpoch 0: |          | 9837/? [56:20<00:00,  2.91it/s]\nEpoch 0: |          | 9837/? [56:20<00:00,  2.91it/s]\nEpoch 0: |          | 9838/? [56:20<00:00,  2.91it/s]\nEpoch 0: |          | 9838/? [56:20<00:00,  2.91it/s]\nEpoch 0: |          | 9839/? [56:20<00:00,  2.91it/s]\nEpoch 0: |          | 9839/? [56:20<00:00,  2.91it/s]\nEpoch 0: |          | 9840/? [56:20<00:00,  2.91it/s]\nEpoch 0: |          | 9840/? [56:20<00:00,  2.91it/s]\nEpoch 0: |          | 9841/? [56:21<00:00,  2.91it/s]\nEpoch 0: |          | 9841/? [56:21<00:00,  2.91it/s]\nEpoch 0: |          | 9842/? [56:21<00:00,  2.91it/s]\nEpoch 0: |          | 9842/? [56:21<00:00,  2.91it/s]\nEpoch 0: |          | 9843/? [56:21<00:00,  2.91it/s]\nEpoch 0: |          | 9843/? [56:21<00:00,  2.91it/s]\nEpoch 0: |          | 9844/? [56:22<00:00,  2.91it/s]\nEpoch 0: |          | 9844/? [56:22<00:00,  2.91it/s]\nEpoch 0: |          | 9845/? [56:22<00:00,  2.91it/s]\nEpoch 0: |          | 9845/? [56:22<00:00,  2.91it/s]\nEpoch 0: |          | 9846/? [56:22<00:00,  2.91it/s]\nEpoch 0: |          | 9846/? [56:22<00:00,  2.91it/s]\nEpoch 0: |          | 9847/? [56:22<00:00,  2.91it/s]\nEpoch 0: |          | 9847/? [56:22<00:00,  2.91it/s]\nEpoch 0: |          | 9848/? [56:23<00:00,  2.91it/s]\nEpoch 0: |          | 9848/? [56:23<00:00,  2.91it/s]\nEpoch 0: |          | 9849/? [56:23<00:00,  2.91it/s]\nEpoch 0: |          | 9849/? [56:23<00:00,  2.91it/s]\nEpoch 0: |          | 9850/? [56:23<00:00,  2.91it/s]\nEpoch 0: |          | 9850/? [56:23<00:00,  2.91it/s]\nEpoch 0: |          | 9851/? [56:24<00:00,  2.91it/s]\nEpoch 0: |          | 9851/? [56:24<00:00,  2.91it/s]\nEpoch 0: |          | 9852/? [56:24<00:00,  2.91it/s]\nEpoch 0: |          | 9852/? [56:24<00:00,  2.91it/s]\nEpoch 0: |          | 9853/? [56:24<00:00,  2.91it/s]\nEpoch 0: |          | 9853/? [56:24<00:00,  2.91it/s]\nEpoch 0: |          | 9854/? [56:24<00:00,  2.91it/s]\nEpoch 0: |          | 9854/? [56:24<00:00,  2.91it/s]\nEpoch 0: |          | 9855/? [56:25<00:00,  2.91it/s]\nEpoch 0: |          | 9855/? [56:25<00:00,  2.91it/s]\nEpoch 0: |          | 9856/? [56:25<00:00,  2.91it/s]\nEpoch 0: |          | 9856/? [56:25<00:00,  2.91it/s]\nEpoch 0: |          | 9857/? [56:25<00:00,  2.91it/s]\nEpoch 0: |          | 9857/? [56:25<00:00,  2.91it/s]\nEpoch 0: |          | 9858/? [56:26<00:00,  2.91it/s]\nEpoch 0: |          | 9858/? [56:26<00:00,  2.91it/s]\nEpoch 0: |          | 9859/? [56:26<00:00,  2.91it/s]\nEpoch 0: |          | 9859/? [56:26<00:00,  2.91it/s]\nEpoch 0: |          | 9860/? [56:26<00:00,  2.91it/s]\nEpoch 0: |          | 9860/? [56:26<00:00,  2.91it/s]\nEpoch 0: |          | 9861/? [56:26<00:00,  2.91it/s]\nEpoch 0: |          | 9861/? [56:26<00:00,  2.91it/s]\nEpoch 0: |          | 9862/? [56:27<00:00,  2.91it/s]\nEpoch 0: |          | 9862/? [56:27<00:00,  2.91it/s]\nEpoch 0: |          | 9863/? [56:27<00:00,  2.91it/s]\nEpoch 0: |          | 9863/? [56:27<00:00,  2.91it/s]\nEpoch 0: |          | 9864/? [56:27<00:00,  2.91it/s]\nEpoch 0: |          | 9864/? [56:27<00:00,  2.91it/s]\nEpoch 0: |          | 9865/? [56:27<00:00,  2.91it/s]\nEpoch 0: |          | 9865/? [56:27<00:00,  2.91it/s]\nEpoch 0: |          | 9866/? [56:28<00:00,  2.91it/s]\nEpoch 0: |          | 9866/? [56:28<00:00,  2.91it/s]\nEpoch 0: |          | 9867/? [56:28<00:00,  2.91it/s]\nEpoch 0: |          | 9867/? [56:28<00:00,  2.91it/s]\nEpoch 0: |          | 9868/? [56:28<00:00,  2.91it/s]\nEpoch 0: |          | 9868/? [56:28<00:00,  2.91it/s]\nEpoch 0: |          | 9869/? [56:29<00:00,  2.91it/s]\nEpoch 0: |          | 9869/? [56:29<00:00,  2.91it/s]\nEpoch 0: |          | 9870/? [56:29<00:00,  2.91it/s]\nEpoch 0: |          | 9870/? [56:29<00:00,  2.91it/s]\nEpoch 0: |          | 9871/? [56:29<00:00,  2.91it/s]\nEpoch 0: |          | 9871/? [56:29<00:00,  2.91it/s]\nEpoch 0: |          | 9872/? [56:29<00:00,  2.91it/s]\nEpoch 0: |          | 9872/? [56:29<00:00,  2.91it/s]\nEpoch 0: |          | 9873/? [56:30<00:00,  2.91it/s]\nEpoch 0: |          | 9873/? [56:30<00:00,  2.91it/s]\nEpoch 0: |          | 9874/? [56:30<00:00,  2.91it/s]\nEpoch 0: |          | 9874/? [56:30<00:00,  2.91it/s]\nEpoch 0: |          | 9875/? [56:30<00:00,  2.91it/s]\nEpoch 0: |          | 9875/? [56:30<00:00,  2.91it/s]\nEpoch 0: |          | 9876/? [56:31<00:00,  2.91it/s]\nEpoch 0: |          | 9876/? [56:31<00:00,  2.91it/s]\nEpoch 0: |          | 9877/? [56:31<00:00,  2.91it/s]\nEpoch 0: |          | 9877/? [56:31<00:00,  2.91it/s]\nEpoch 0: |          | 9878/? [56:31<00:00,  2.91it/s]\nEpoch 0: |          | 9878/? [56:31<00:00,  2.91it/s]\nEpoch 0: |          | 9879/? [56:31<00:00,  2.91it/s]\nEpoch 0: |          | 9879/? [56:31<00:00,  2.91it/s]\nEpoch 0: |          | 9880/? [56:32<00:00,  2.91it/s]\nEpoch 0: |          | 9880/? [56:32<00:00,  2.91it/s]\nEpoch 0: |          | 9881/? [56:32<00:00,  2.91it/s]\nEpoch 0: |          | 9881/? [56:32<00:00,  2.91it/s]\nEpoch 0: |          | 9882/? [56:32<00:00,  2.91it/s]\nEpoch 0: |          | 9882/? [56:32<00:00,  2.91it/s]\nEpoch 0: |          | 9883/? [56:33<00:00,  2.91it/s]\nEpoch 0: |          | 9883/? [56:33<00:00,  2.91it/s]\nEpoch 0: |          | 9884/? [56:33<00:00,  2.91it/s]\nEpoch 0: |          | 9884/? [56:33<00:00,  2.91it/s]\nEpoch 0: |          | 9885/? [56:33<00:00,  2.91it/s]\nEpoch 0: |          | 9885/? [56:33<00:00,  2.91it/s]\nEpoch 0: |          | 9886/? [56:33<00:00,  2.91it/s]\nEpoch 0: |          | 9886/? [56:33<00:00,  2.91it/s]\nEpoch 0: |          | 9887/? [56:34<00:00,  2.91it/s]\nEpoch 0: |          | 9887/? [56:34<00:00,  2.91it/s]\nEpoch 0: |          | 9888/? [56:34<00:00,  2.91it/s]\nEpoch 0: |          | 9888/? [56:34<00:00,  2.91it/s]\nEpoch 0: |          | 9889/? [56:34<00:00,  2.91it/s]\nEpoch 0: |          | 9889/? [56:34<00:00,  2.91it/s]\nEpoch 0: |          | 9890/? [56:34<00:00,  2.91it/s]\nEpoch 0: |          | 9890/? [56:34<00:00,  2.91it/s]\nEpoch 0: |          | 9891/? [56:35<00:00,  2.91it/s]\nEpoch 0: |          | 9891/? [56:35<00:00,  2.91it/s]\nEpoch 0: |          | 9892/? [56:35<00:00,  2.91it/s]\nEpoch 0: |          | 9892/? [56:35<00:00,  2.91it/s]\nEpoch 0: |          | 9893/? [56:35<00:00,  2.91it/s]\nEpoch 0: |          | 9893/? [56:35<00:00,  2.91it/s]\nEpoch 0: |          | 9894/? [56:36<00:00,  2.91it/s]\nEpoch 0: |          | 9894/? [56:36<00:00,  2.91it/s]\nEpoch 0: |          | 9895/? [56:36<00:00,  2.91it/s]\nEpoch 0: |          | 9895/? [56:36<00:00,  2.91it/s]\nEpoch 0: |          | 9896/? [56:36<00:00,  2.91it/s]\nEpoch 0: |          | 9896/? [56:36<00:00,  2.91it/s]\nEpoch 0: |          | 9897/? [56:36<00:00,  2.91it/s]\nEpoch 0: |          | 9897/? [56:36<00:00,  2.91it/s]\nEpoch 0: |          | 9898/? [56:37<00:00,  2.91it/s]\nEpoch 0: |          | 9898/? [56:37<00:00,  2.91it/s]\nEpoch 0: |          | 9899/? [56:37<00:00,  2.91it/s]\nEpoch 0: |          | 9899/? [56:37<00:00,  2.91it/s]\nEpoch 0: |          | 9900/? [56:37<00:00,  2.91it/s]\nEpoch 0: |          | 9900/? [56:37<00:00,  2.91it/s]\nEpoch 0: |          | 9901/? [56:38<00:00,  2.91it/s]\nEpoch 0: |          | 9901/? [56:38<00:00,  2.91it/s]\nEpoch 0: |          | 9902/? [56:38<00:00,  2.91it/s]\nEpoch 0: |          | 9902/? [56:38<00:00,  2.91it/s]\nEpoch 0: |          | 9903/? [56:38<00:00,  2.91it/s]\nEpoch 0: |          | 9903/? [56:38<00:00,  2.91it/s]\nEpoch 0: |          | 9904/? [56:38<00:00,  2.91it/s]\nEpoch 0: |          | 9904/? [56:38<00:00,  2.91it/s]\nEpoch 0: |          | 9905/? [56:39<00:00,  2.91it/s]\nEpoch 0: |          | 9905/? [56:39<00:00,  2.91it/s]\nEpoch 0: |          | 9906/? [56:39<00:00,  2.91it/s]\nEpoch 0: |          | 9906/? [56:39<00:00,  2.91it/s]\nEpoch 0: |          | 9907/? [56:39<00:00,  2.91it/s]\nEpoch 0: |          | 9907/? [56:39<00:00,  2.91it/s]\nEpoch 0: |          | 9908/? [56:40<00:00,  2.91it/s]\nEpoch 0: |          | 9908/? [56:40<00:00,  2.91it/s]\nEpoch 0: |          | 9909/? [56:40<00:00,  2.91it/s]\nEpoch 0: |          | 9909/? [56:40<00:00,  2.91it/s]\nEpoch 0: |          | 9910/? [56:40<00:00,  2.91it/s]\nEpoch 0: |          | 9910/? [56:40<00:00,  2.91it/s]\nEpoch 0: |          | 9911/? [56:40<00:00,  2.91it/s]\nEpoch 0: |          | 9911/? [56:40<00:00,  2.91it/s]\nEpoch 0: |          | 9912/? [56:41<00:00,  2.91it/s]\nEpoch 0: |          | 9912/? [56:41<00:00,  2.91it/s]\nEpoch 0: |          | 9913/? [56:41<00:00,  2.91it/s]\nEpoch 0: |          | 9913/? [56:41<00:00,  2.91it/s]\nEpoch 0: |          | 9914/? [56:41<00:00,  2.91it/s]\nEpoch 0: |          | 9914/? [56:41<00:00,  2.91it/s]\nEpoch 0: |          | 9915/? [56:42<00:00,  2.91it/s]\nEpoch 0: |          | 9915/? [56:42<00:00,  2.91it/s]\nEpoch 0: |          | 9916/? [56:42<00:00,  2.91it/s]\nEpoch 0: |          | 9916/? [56:42<00:00,  2.91it/s]\nEpoch 0: |          | 9917/? [56:42<00:00,  2.91it/s]\nEpoch 0: |          | 9917/? [56:42<00:00,  2.91it/s]\nEpoch 0: |          | 9918/? [56:42<00:00,  2.91it/s]\nEpoch 0: |          | 9918/? [56:42<00:00,  2.91it/s]\nEpoch 0: |          | 9919/? [56:43<00:00,  2.91it/s]\nEpoch 0: |          | 9919/? [56:43<00:00,  2.91it/s]\nEpoch 0: |          | 9920/? [56:43<00:00,  2.91it/s]\nEpoch 0: |          | 9920/? [56:43<00:00,  2.91it/s]\nEpoch 0: |          | 9921/? [56:43<00:00,  2.91it/s]\nEpoch 0: |          | 9921/? [56:43<00:00,  2.91it/s]\nEpoch 0: |          | 9922/? [56:43<00:00,  2.91it/s]\nEpoch 0: |          | 9922/? [56:43<00:00,  2.91it/s]\nEpoch 0: |          | 9923/? [56:44<00:00,  2.91it/s]\nEpoch 0: |          | 9923/? [56:44<00:00,  2.91it/s]\nEpoch 0: |          | 9924/? [56:44<00:00,  2.91it/s]\nEpoch 0: |          | 9924/? [56:44<00:00,  2.91it/s]\nEpoch 0: |          | 9925/? [56:44<00:00,  2.92it/s]\nEpoch 0: |          | 9925/? [56:44<00:00,  2.92it/s]\nEpoch 0: |          | 9926/? [56:45<00:00,  2.92it/s]\nEpoch 0: |          | 9926/? [56:45<00:00,  2.92it/s]\nEpoch 0: |          | 9927/? [56:45<00:00,  2.92it/s]\nEpoch 0: |          | 9927/? [56:45<00:00,  2.92it/s]\nEpoch 0: |          | 9928/? [56:45<00:00,  2.92it/s]\nEpoch 0: |          | 9928/? [56:45<00:00,  2.92it/s]\nEpoch 0: |          | 9929/? [56:45<00:00,  2.92it/s]\nEpoch 0: |          | 9929/? [56:45<00:00,  2.92it/s]\nEpoch 0: |          | 9930/? [56:46<00:00,  2.92it/s]\nEpoch 0: |          | 9930/? [56:46<00:00,  2.92it/s]\nEpoch 0: |          | 9931/? [56:46<00:00,  2.92it/s]\nEpoch 0: |          | 9931/? [56:46<00:00,  2.92it/s]\nEpoch 0: |          | 9932/? [56:46<00:00,  2.92it/s]\nEpoch 0: |          | 9932/? [56:46<00:00,  2.92it/s]\nEpoch 0: |          | 9933/? [56:47<00:00,  2.92it/s]\nEpoch 0: |          | 9933/? [56:47<00:00,  2.92it/s]\nEpoch 0: |          | 9934/? [56:47<00:00,  2.92it/s]\nEpoch 0: |          | 9934/? [56:47<00:00,  2.92it/s]\nEpoch 0: |          | 9935/? [56:47<00:00,  2.92it/s]\nEpoch 0: |          | 9935/? [56:47<00:00,  2.92it/s]\nEpoch 0: |          | 9936/? [56:47<00:00,  2.92it/s]\nEpoch 0: |          | 9936/? [56:47<00:00,  2.92it/s]\nEpoch 0: |          | 9937/? [56:48<00:00,  2.92it/s]\nEpoch 0: |          | 9937/? [56:48<00:00,  2.92it/s]\nEpoch 0: |          | 9938/? [56:48<00:00,  2.92it/s]\nEpoch 0: |          | 9938/? [56:48<00:00,  2.92it/s]\nEpoch 0: |          | 9939/? [56:48<00:00,  2.92it/s]\nEpoch 0: |          | 9939/? [56:48<00:00,  2.92it/s]\nEpoch 0: |          | 9940/? [56:48<00:00,  2.92it/s]\nEpoch 0: |          | 9940/? [56:48<00:00,  2.92it/s]\nEpoch 0: |          | 9941/? [56:49<00:00,  2.92it/s]\nEpoch 0: |          | 9941/? [56:49<00:00,  2.92it/s]\nEpoch 0: |          | 9942/? [56:49<00:00,  2.92it/s]\nEpoch 0: |          | 9942/? [56:49<00:00,  2.92it/s]\nEpoch 0: |          | 9943/? [56:49<00:00,  2.92it/s]\nEpoch 0: |          | 9943/? [56:49<00:00,  2.92it/s]\nEpoch 0: |          | 9944/? [56:50<00:00,  2.92it/s]\nEpoch 0: |          | 9944/? [56:50<00:00,  2.92it/s]\nEpoch 0: |          | 9945/? [56:50<00:00,  2.92it/s]\nEpoch 0: |          | 9945/? [56:50<00:00,  2.92it/s]\nEpoch 0: |          | 9946/? [56:50<00:00,  2.92it/s]\nEpoch 0: |          | 9946/? [56:50<00:00,  2.92it/s]\nEpoch 0: |          | 9947/? [56:50<00:00,  2.92it/s]\nEpoch 0: |          | 9947/? [56:50<00:00,  2.92it/s]\nEpoch 0: |          | 9948/? [56:51<00:00,  2.92it/s]\nEpoch 0: |          | 9948/? [56:51<00:00,  2.92it/s]\nEpoch 0: |          | 9949/? [56:51<00:00,  2.92it/s]\nEpoch 0: |          | 9949/? [56:51<00:00,  2.92it/s]\nEpoch 0: |          | 9950/? [56:51<00:00,  2.92it/s]\nEpoch 0: |          | 9950/? [56:51<00:00,  2.92it/s]\nEpoch 0: |          | 9951/? [56:52<00:00,  2.92it/s]\nEpoch 0: |          | 9951/? [56:52<00:00,  2.92it/s]\nEpoch 0: |          | 9952/? [56:52<00:00,  2.92it/s]\nEpoch 0: |          | 9952/? [56:52<00:00,  2.92it/s]\nEpoch 0: |          | 9953/? [56:52<00:00,  2.92it/s]\nEpoch 0: |          | 9953/? [56:52<00:00,  2.92it/s]\nEpoch 0: |          | 9954/? [56:52<00:00,  2.92it/s]\nEpoch 0: |          | 9954/? [56:52<00:00,  2.92it/s]\nEpoch 0: |          | 9955/? [56:53<00:00,  2.92it/s]\nEpoch 0: |          | 9955/? [56:53<00:00,  2.92it/s]\nEpoch 0: |          | 9956/? [56:53<00:00,  2.92it/s]\nEpoch 0: |          | 9956/? [56:53<00:00,  2.92it/s]\nEpoch 0: |          | 9957/? [56:53<00:00,  2.92it/s]\nEpoch 0: |          | 9957/? [56:53<00:00,  2.92it/s]\nEpoch 0: |          | 9958/? [56:53<00:00,  2.92it/s]\nEpoch 0: |          | 9958/? [56:53<00:00,  2.92it/s]\nEpoch 0: |          | 9959/? [56:54<00:00,  2.92it/s]\nEpoch 0: |          | 9959/? [56:54<00:00,  2.92it/s]\nEpoch 0: |          | 9960/? [56:54<00:00,  2.92it/s]\nEpoch 0: |          | 9960/? [56:54<00:00,  2.92it/s]\nEpoch 0: |          | 9961/? [56:54<00:00,  2.92it/s]\nEpoch 0: |          | 9961/? [56:54<00:00,  2.92it/s]\nEpoch 0: |          | 9962/? [56:55<00:00,  2.92it/s]\nEpoch 0: |          | 9962/? [56:55<00:00,  2.92it/s]\nEpoch 0: |          | 9963/? [56:55<00:00,  2.92it/s]\nEpoch 0: |          | 9963/? [56:55<00:00,  2.92it/s]\nEpoch 0: |          | 9964/? [56:55<00:00,  2.92it/s]\nEpoch 0: |          | 9964/? [56:55<00:00,  2.92it/s]\nEpoch 0: |          | 9965/? [56:55<00:00,  2.92it/s]\nEpoch 0: |          | 9965/? [56:55<00:00,  2.92it/s]\nEpoch 0: |          | 9966/? [56:56<00:00,  2.92it/s]\nEpoch 0: |          | 9966/? [56:56<00:00,  2.92it/s]\nEpoch 0: |          | 9967/? [56:56<00:00,  2.92it/s]\nEpoch 0: |          | 9967/? [56:56<00:00,  2.92it/s]\nEpoch 0: |          | 9968/? [56:56<00:00,  2.92it/s]\nEpoch 0: |          | 9968/? [56:56<00:00,  2.92it/s]\nEpoch 0: |          | 9969/? [56:57<00:00,  2.92it/s]\nEpoch 0: |          | 9969/? [56:57<00:00,  2.92it/s]\nEpoch 0: |          | 9970/? [56:57<00:00,  2.92it/s]\nEpoch 0: |          | 9970/? [56:57<00:00,  2.92it/s]\nEpoch 0: |          | 9971/? [56:57<00:00,  2.92it/s]\nEpoch 0: |          | 9971/? [56:57<00:00,  2.92it/s]\nEpoch 0: |          | 9972/? [56:57<00:00,  2.92it/s]\nEpoch 0: |          | 9972/? [56:57<00:00,  2.92it/s]\nEpoch 0: |          | 9973/? [56:58<00:00,  2.92it/s]\nEpoch 0: |          | 9973/? [56:58<00:00,  2.92it/s]\nEpoch 0: |          | 9974/? [56:58<00:00,  2.92it/s]\nEpoch 0: |          | 9974/? [56:58<00:00,  2.92it/s]\nEpoch 0: |          | 9975/? [56:58<00:00,  2.92it/s]\nEpoch 0: |          | 9975/? [56:58<00:00,  2.92it/s]\nEpoch 0: |          | 9976/? [56:58<00:00,  2.92it/s]\nEpoch 0: |          | 9976/? [56:58<00:00,  2.92it/s]\nEpoch 0: |          | 9977/? [56:59<00:00,  2.92it/s]\nEpoch 0: |          | 9977/? [56:59<00:00,  2.92it/s]\nEpoch 0: |          | 9978/? [56:59<00:00,  2.92it/s]\nEpoch 0: |          | 9978/? [56:59<00:00,  2.92it/s]\nEpoch 0: |          | 9979/? [56:59<00:00,  2.92it/s]\nEpoch 0: |          | 9979/? [56:59<00:00,  2.92it/s]\nEpoch 0: |          | 9980/? [57:00<00:00,  2.92it/s]\nEpoch 0: |          | 9980/? [57:00<00:00,  2.92it/s]\nEpoch 0: |          | 9981/? [57:00<00:00,  2.92it/s]\nEpoch 0: |          | 9981/? [57:00<00:00,  2.92it/s]\nEpoch 0: |          | 9982/? [57:00<00:00,  2.92it/s]\nEpoch 0: |          | 9982/? [57:00<00:00,  2.92it/s]\nEpoch 0: |          | 9983/? [57:00<00:00,  2.92it/s]\nEpoch 0: |          | 9983/? [57:00<00:00,  2.92it/s]\nEpoch 0: |          | 9984/? [57:01<00:00,  2.92it/s]\nEpoch 0: |          | 9984/? [57:01<00:00,  2.92it/s]\nEpoch 0: |          | 9985/? [57:01<00:00,  2.92it/s]\nEpoch 0: |          | 9985/? [57:01<00:00,  2.92it/s]\nEpoch 0: |          | 9986/? [57:01<00:00,  2.92it/s]\nEpoch 0: |          | 9986/? [57:01<00:00,  2.92it/s]\nEpoch 0: |          | 9987/? [57:02<00:00,  2.92it/s]\nEpoch 0: |          | 9987/? [57:02<00:00,  2.92it/s]\nEpoch 0: |          | 9988/? [57:02<00:00,  2.92it/s]\nEpoch 0: |          | 9988/? [57:02<00:00,  2.92it/s]\nEpoch 0: |          | 9989/? [57:02<00:00,  2.92it/s]\nEpoch 0: |          | 9989/? [57:02<00:00,  2.92it/s]\nEpoch 0: |          | 9990/? [57:02<00:00,  2.92it/s]\nEpoch 0: |          | 9990/? [57:02<00:00,  2.92it/s]\nEpoch 0: |          | 9991/? [57:03<00:00,  2.92it/s]\nEpoch 0: |          | 9991/? [57:03<00:00,  2.92it/s]\nEpoch 0: |          | 9992/? [57:03<00:00,  2.92it/s]\nEpoch 0: |          | 9992/? [57:03<00:00,  2.92it/s]\nEpoch 0: |          | 9993/? [57:03<00:00,  2.92it/s]\nEpoch 0: |          | 9993/? [57:03<00:00,  2.92it/s]\nEpoch 0: |          | 9994/? [57:03<00:00,  2.92it/s]\nEpoch 0: |          | 9994/? [57:03<00:00,  2.92it/s]\nEpoch 0: |          | 9995/? [57:04<00:00,  2.92it/s]\nEpoch 0: |          | 9995/? [57:04<00:00,  2.92it/s]\nEpoch 0: |          | 9996/? [57:04<00:00,  2.92it/s]\nEpoch 0: |          | 9996/? [57:04<00:00,  2.92it/s]\nEpoch 0: |          | 9997/? [57:04<00:00,  2.92it/s]\nEpoch 0: |          | 9997/? [57:04<00:00,  2.92it/s]\nEpoch 0: |          | 9998/? [57:05<00:00,  2.92it/s]\nEpoch 0: |          | 9998/? [57:05<00:00,  2.92it/s]\nEpoch 0: |          | 9999/? [57:05<00:00,  2.92it/s]\nEpoch 0: |          | 9999/? [57:05<00:00,  2.92it/s]\nEpoch 0: |          | 10000/? [57:05<00:00,  2.92it/s]\nEpoch 0: |          | 10000/? [57:05<00:00,  2.92it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.56it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.92it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.11it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.76it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 10000/? [57:05<00:00,  2.92it/s]\nEpoch 0: |          | 10001/? [57:06<00:00,  2.92it/s]\nEpoch 0: |          | 10001/? [57:06<00:00,  2.92it/s]\nEpoch 0: |          | 10002/? [57:06<00:00,  2.92it/s]\nEpoch 0: |          | 10002/? [57:06<00:00,  2.92it/s]\nEpoch 0: |          | 10003/? [57:06<00:00,  2.92it/s]\nEpoch 0: |          | 10003/? [57:06<00:00,  2.92it/s]\nEpoch 0: |          | 10004/? [57:07<00:00,  2.92it/s]\nEpoch 0: |          | 10004/? [57:07<00:00,  2.92it/s]\nEpoch 0: |          | 10005/? [57:07<00:00,  2.92it/s]\nEpoch 0: |          | 10005/? [57:07<00:00,  2.92it/s]\nEpoch 0: |          | 10006/? [57:07<00:00,  2.92it/s]\nEpoch 0: |          | 10006/? [57:07<00:00,  2.92it/s]\nEpoch 0: |          | 10007/? [57:08<00:00,  2.92it/s]\nEpoch 0: |          | 10007/? [57:08<00:00,  2.92it/s]\nEpoch 0: |          | 10008/? [57:08<00:00,  2.92it/s]\nEpoch 0: |          | 10008/? [57:08<00:00,  2.92it/s]\nEpoch 0: |          | 10009/? [57:08<00:00,  2.92it/s]\nEpoch 0: |          | 10009/? [57:08<00:00,  2.92it/s]\nEpoch 0: |          | 10010/? [57:09<00:00,  2.92it/s]\nEpoch 0: |          | 10010/? [57:09<00:00,  2.92it/s]\nEpoch 0: |          | 10011/? [57:09<00:00,  2.92it/s]\nEpoch 0: |          | 10011/? [57:09<00:00,  2.92it/s]\nEpoch 0: |          | 10012/? [57:09<00:00,  2.92it/s]\nEpoch 0: |          | 10012/? [57:09<00:00,  2.92it/s]\nEpoch 0: |          | 10013/? [57:10<00:00,  2.92it/s]\nEpoch 0: |          | 10013/? [57:10<00:00,  2.92it/s]\nEpoch 0: |          | 10014/? [57:10<00:00,  2.92it/s]\nEpoch 0: |          | 10014/? [57:10<00:00,  2.92it/s]\nEpoch 0: |          | 10015/? [57:10<00:00,  2.92it/s]\nEpoch 0: |          | 10015/? [57:10<00:00,  2.92it/s]\nEpoch 0: |          | 10016/? [57:11<00:00,  2.92it/s]\nEpoch 0: |          | 10016/? [57:11<00:00,  2.92it/s]\nEpoch 0: |          | 10017/? [57:11<00:00,  2.92it/s]\nEpoch 0: |          | 10017/? [57:11<00:00,  2.92it/s]\nEpoch 0: |          | 10018/? [57:11<00:00,  2.92it/s]\nEpoch 0: |          | 10018/? [57:11<00:00,  2.92it/s]\nEpoch 0: |          | 10019/? [57:12<00:00,  2.92it/s]\nEpoch 0: |          | 10019/? [57:12<00:00,  2.92it/s]\nEpoch 0: |          | 10020/? [57:12<00:00,  2.92it/s]\nEpoch 0: |          | 10020/? [57:12<00:00,  2.92it/s]\nEpoch 0: |          | 10021/? [57:12<00:00,  2.92it/s]\nEpoch 0: |          | 10021/? [57:12<00:00,  2.92it/s]\nEpoch 0: |          | 10022/? [57:13<00:00,  2.92it/s]\nEpoch 0: |          | 10022/? [57:13<00:00,  2.92it/s]\nEpoch 0: |          | 10023/? [57:13<00:00,  2.92it/s]\nEpoch 0: |          | 10023/? [57:13<00:00,  2.92it/s]\nEpoch 0: |          | 10024/? [57:13<00:00,  2.92it/s]\nEpoch 0: |          | 10024/? [57:13<00:00,  2.92it/s]\nEpoch 0: |          | 10025/? [57:14<00:00,  2.92it/s]\nEpoch 0: |          | 10025/? [57:14<00:00,  2.92it/s]\nEpoch 0: |          | 10026/? [57:14<00:00,  2.92it/s]\nEpoch 0: |          | 10026/? [57:14<00:00,  2.92it/s]\nEpoch 0: |          | 10027/? [57:14<00:00,  2.92it/s]\nEpoch 0: |          | 10027/? [57:14<00:00,  2.92it/s]\nEpoch 0: |          | 10028/? [57:15<00:00,  2.92it/s]\nEpoch 0: |          | 10028/? [57:15<00:00,  2.92it/s]\nEpoch 0: |          | 10029/? [57:15<00:00,  2.92it/s]\nEpoch 0: |          | 10029/? [57:15<00:00,  2.92it/s]\nEpoch 0: |          | 10030/? [57:15<00:00,  2.92it/s]\nEpoch 0: |          | 10030/? [57:15<00:00,  2.92it/s]\nEpoch 0: |          | 10031/? [57:16<00:00,  2.92it/s]\nEpoch 0: |          | 10031/? [57:16<00:00,  2.92it/s]\nEpoch 0: |          | 10032/? [57:16<00:00,  2.92it/s]\nEpoch 0: |          | 10032/? [57:16<00:00,  2.92it/s]\nEpoch 0: |          | 10033/? [57:16<00:00,  2.92it/s]\nEpoch 0: |          | 10033/? [57:16<00:00,  2.92it/s]\nEpoch 0: |          | 10034/? [57:17<00:00,  2.92it/s]\nEpoch 0: |          | 10034/? [57:17<00:00,  2.92it/s]\nEpoch 0: |          | 10035/? [57:17<00:00,  2.92it/s]\nEpoch 0: |          | 10035/? [57:17<00:00,  2.92it/s]\nEpoch 0: |          | 10036/? [57:17<00:00,  2.92it/s]\nEpoch 0: |          | 10036/? [57:17<00:00,  2.92it/s]\nEpoch 0: |          | 10037/? [57:18<00:00,  2.92it/s]\nEpoch 0: |          | 10037/? [57:18<00:00,  2.92it/s]\nEpoch 0: |          | 10038/? [57:18<00:00,  2.92it/s]\nEpoch 0: |          | 10038/? [57:18<00:00,  2.92it/s]\nEpoch 0: |          | 10039/? [57:18<00:00,  2.92it/s]\nEpoch 0: |          | 10039/? [57:18<00:00,  2.92it/s]\nEpoch 0: |          | 10040/? [57:19<00:00,  2.92it/s]\nEpoch 0: |          | 10040/? [57:19<00:00,  2.92it/s]\nEpoch 0: |          | 10041/? [57:19<00:00,  2.92it/s]\nEpoch 0: |          | 10041/? [57:19<00:00,  2.92it/s]\nEpoch 0: |          | 10042/? [57:19<00:00,  2.92it/s]\nEpoch 0: |          | 10042/? [57:19<00:00,  2.92it/s]\nEpoch 0: |          | 10043/? [57:20<00:00,  2.92it/s]\nEpoch 0: |          | 10043/? [57:20<00:00,  2.92it/s]\nEpoch 0: |          | 10044/? [57:20<00:00,  2.92it/s]\nEpoch 0: |          | 10044/? [57:20<00:00,  2.92it/s]\nEpoch 0: |          | 10045/? [57:20<00:00,  2.92it/s]\nEpoch 0: |          | 10045/? [57:20<00:00,  2.92it/s]\nEpoch 0: |          | 10046/? [57:21<00:00,  2.92it/s]\nEpoch 0: |          | 10046/? [57:21<00:00,  2.92it/s]\nEpoch 0: |          | 10047/? [57:21<00:00,  2.92it/s]\nEpoch 0: |          | 10047/? [57:21<00:00,  2.92it/s]\nEpoch 0: |          | 10048/? [57:21<00:00,  2.92it/s]\nEpoch 0: |          | 10048/? [57:21<00:00,  2.92it/s]\nEpoch 0: |          | 10049/? [57:22<00:00,  2.92it/s]\nEpoch 0: |          | 10049/? [57:22<00:00,  2.92it/s]\nEpoch 0: |          | 10050/? [57:22<00:00,  2.92it/s]\nEpoch 0: |          | 10050/? [57:22<00:00,  2.92it/s]\nEpoch 0: |          | 10051/? [57:22<00:00,  2.92it/s]\nEpoch 0: |          | 10051/? [57:22<00:00,  2.92it/s]\nEpoch 0: |          | 10052/? [57:23<00:00,  2.92it/s]\nEpoch 0: |          | 10052/? [57:23<00:00,  2.92it/s]\nEpoch 0: |          | 10053/? [57:23<00:00,  2.92it/s]\nEpoch 0: |          | 10053/? [57:23<00:00,  2.92it/s]\nEpoch 0: |          | 10054/? [57:23<00:00,  2.92it/s]\nEpoch 0: |          | 10054/? [57:23<00:00,  2.92it/s]\nEpoch 0: |          | 10055/? [57:24<00:00,  2.92it/s]\nEpoch 0: |          | 10055/? [57:24<00:00,  2.92it/s]\nEpoch 0: |          | 10056/? [57:24<00:00,  2.92it/s]\nEpoch 0: |          | 10056/? [57:24<00:00,  2.92it/s]\nEpoch 0: |          | 10057/? [57:24<00:00,  2.92it/s]\nEpoch 0: |          | 10057/? [57:24<00:00,  2.92it/s]\nEpoch 0: |          | 10058/? [57:25<00:00,  2.92it/s]\nEpoch 0: |          | 10058/? [57:25<00:00,  2.92it/s]\nEpoch 0: |          | 10059/? [57:25<00:00,  2.92it/s]\nEpoch 0: |          | 10059/? [57:25<00:00,  2.92it/s]\nEpoch 0: |          | 10060/? [57:25<00:00,  2.92it/s]\nEpoch 0: |          | 10060/? [57:25<00:00,  2.92it/s]\nEpoch 0: |          | 10061/? [57:26<00:00,  2.92it/s]\nEpoch 0: |          | 10061/? [57:26<00:00,  2.92it/s]\nEpoch 0: |          | 10062/? [57:26<00:00,  2.92it/s]\nEpoch 0: |          | 10062/? [57:26<00:00,  2.92it/s]\nEpoch 0: |          | 10063/? [57:26<00:00,  2.92it/s]\nEpoch 0: |          | 10063/? [57:26<00:00,  2.92it/s]\nEpoch 0: |          | 10064/? [57:27<00:00,  2.92it/s]\nEpoch 0: |          | 10064/? [57:27<00:00,  2.92it/s]\nEpoch 0: |          | 10065/? [57:27<00:00,  2.92it/s]\nEpoch 0: |          | 10065/? [57:27<00:00,  2.92it/s]\nEpoch 0: |          | 10066/? [57:27<00:00,  2.92it/s]\nEpoch 0: |          | 10066/? [57:27<00:00,  2.92it/s]\nEpoch 0: |          | 10067/? [57:28<00:00,  2.92it/s]\nEpoch 0: |          | 10067/? [57:28<00:00,  2.92it/s]\nEpoch 0: |          | 10068/? [57:28<00:00,  2.92it/s]\nEpoch 0: |          | 10068/? [57:28<00:00,  2.92it/s]\nEpoch 0: |          | 10069/? [57:28<00:00,  2.92it/s]\nEpoch 0: |          | 10069/? [57:28<00:00,  2.92it/s]\nEpoch 0: |          | 10070/? [57:29<00:00,  2.92it/s]\nEpoch 0: |          | 10070/? [57:29<00:00,  2.92it/s]\nEpoch 0: |          | 10071/? [57:29<00:00,  2.92it/s]\nEpoch 0: |          | 10071/? [57:29<00:00,  2.92it/s]\nEpoch 0: |          | 10072/? [57:29<00:00,  2.92it/s]\nEpoch 0: |          | 10072/? [57:29<00:00,  2.92it/s]\nEpoch 0: |          | 10073/? [57:30<00:00,  2.92it/s]\nEpoch 0: |          | 10073/? [57:30<00:00,  2.92it/s]\nEpoch 0: |          | 10074/? [57:30<00:00,  2.92it/s]\nEpoch 0: |          | 10074/? [57:30<00:00,  2.92it/s]\nEpoch 0: |          | 10075/? [57:30<00:00,  2.92it/s]\nEpoch 0: |          | 10075/? [57:30<00:00,  2.92it/s]\nEpoch 0: |          | 10076/? [57:31<00:00,  2.92it/s]\nEpoch 0: |          | 10076/? [57:31<00:00,  2.92it/s]\nEpoch 0: |          | 10077/? [57:31<00:00,  2.92it/s]\nEpoch 0: |          | 10077/? [57:31<00:00,  2.92it/s]\nEpoch 0: |          | 10078/? [57:31<00:00,  2.92it/s]\nEpoch 0: |          | 10078/? [57:31<00:00,  2.92it/s]\nEpoch 0: |          | 10079/? [57:32<00:00,  2.92it/s]\nEpoch 0: |          | 10079/? [57:32<00:00,  2.92it/s]\nEpoch 0: |          | 10080/? [57:32<00:00,  2.92it/s]\nEpoch 0: |          | 10080/? [57:32<00:00,  2.92it/s]\nEpoch 0: |          | 10081/? [57:32<00:00,  2.92it/s]\nEpoch 0: |          | 10081/? [57:32<00:00,  2.92it/s]\nEpoch 0: |          | 10082/? [57:33<00:00,  2.92it/s]\nEpoch 0: |          | 10082/? [57:33<00:00,  2.92it/s]\nEpoch 0: |          | 10083/? [57:33<00:00,  2.92it/s]\nEpoch 0: |          | 10083/? [57:33<00:00,  2.92it/s]\nEpoch 0: |          | 10084/? [57:33<00:00,  2.92it/s]\nEpoch 0: |          | 10084/? [57:33<00:00,  2.92it/s]\nEpoch 0: |          | 10085/? [57:34<00:00,  2.92it/s]\nEpoch 0: |          | 10085/? [57:34<00:00,  2.92it/s]\nEpoch 0: |          | 10086/? [57:34<00:00,  2.92it/s]\nEpoch 0: |          | 10086/? [57:34<00:00,  2.92it/s]\nEpoch 0: |          | 10087/? [57:34<00:00,  2.92it/s]\nEpoch 0: |          | 10087/? [57:34<00:00,  2.92it/s]\nEpoch 0: |          | 10088/? [57:35<00:00,  2.92it/s]\nEpoch 0: |          | 10088/? [57:35<00:00,  2.92it/s]\nEpoch 0: |          | 10089/? [57:35<00:00,  2.92it/s]\nEpoch 0: |          | 10089/? [57:35<00:00,  2.92it/s]\nEpoch 0: |          | 10090/? [57:35<00:00,  2.92it/s]\nEpoch 0: |          | 10090/? [57:35<00:00,  2.92it/s]\nEpoch 0: |          | 10091/? [57:36<00:00,  2.92it/s]\nEpoch 0: |          | 10091/? [57:36<00:00,  2.92it/s]\nEpoch 0: |          | 10092/? [57:36<00:00,  2.92it/s]\nEpoch 0: |          | 10092/? [57:36<00:00,  2.92it/s]\nEpoch 0: |          | 10093/? [57:36<00:00,  2.92it/s]\nEpoch 0: |          | 10093/? [57:36<00:00,  2.92it/s]\nEpoch 0: |          | 10094/? [57:37<00:00,  2.92it/s]\nEpoch 0: |          | 10094/? [57:37<00:00,  2.92it/s]\nEpoch 0: |          | 10095/? [57:37<00:00,  2.92it/s]\nEpoch 0: |          | 10095/? [57:37<00:00,  2.92it/s]\nEpoch 0: |          | 10096/? [57:37<00:00,  2.92it/s]\nEpoch 0: |          | 10096/? [57:37<00:00,  2.92it/s]\nEpoch 0: |          | 10097/? [57:38<00:00,  2.92it/s]\nEpoch 0: |          | 10097/? [57:38<00:00,  2.92it/s]\nEpoch 0: |          | 10098/? [57:38<00:00,  2.92it/s]\nEpoch 0: |          | 10098/? [57:38<00:00,  2.92it/s]\nEpoch 0: |          | 10099/? [57:38<00:00,  2.92it/s]\nEpoch 0: |          | 10099/? [57:38<00:00,  2.92it/s]\nEpoch 0: |          | 10100/? [57:39<00:00,  2.92it/s]\nEpoch 0: |          | 10100/? [57:39<00:00,  2.92it/s]\nEpoch 0: |          | 10101/? [57:39<00:00,  2.92it/s]\nEpoch 0: |          | 10101/? [57:39<00:00,  2.92it/s]\nEpoch 0: |          | 10102/? [57:39<00:00,  2.92it/s]\nEpoch 0: |          | 10102/? [57:39<00:00,  2.92it/s]\nEpoch 0: |          | 10103/? [57:40<00:00,  2.92it/s]\nEpoch 0: |          | 10103/? [57:40<00:00,  2.92it/s]\nEpoch 0: |          | 10104/? [57:40<00:00,  2.92it/s]\nEpoch 0: |          | 10104/? [57:40<00:00,  2.92it/s]\nEpoch 0: |          | 10105/? [57:40<00:00,  2.92it/s]\nEpoch 0: |          | 10105/? [57:40<00:00,  2.92it/s]\nEpoch 0: |          | 10106/? [57:41<00:00,  2.92it/s]\nEpoch 0: |          | 10106/? [57:41<00:00,  2.92it/s]\nEpoch 0: |          | 10107/? [57:41<00:00,  2.92it/s]\nEpoch 0: |          | 10107/? [57:41<00:00,  2.92it/s]\nEpoch 0: |          | 10108/? [57:41<00:00,  2.92it/s]\nEpoch 0: |          | 10108/? [57:41<00:00,  2.92it/s]\nEpoch 0: |          | 10109/? [57:42<00:00,  2.92it/s]\nEpoch 0: |          | 10109/? [57:42<00:00,  2.92it/s]\nEpoch 0: |          | 10110/? [57:42<00:00,  2.92it/s]\nEpoch 0: |          | 10110/? [57:42<00:00,  2.92it/s]\nEpoch 0: |          | 10111/? [57:42<00:00,  2.92it/s]\nEpoch 0: |          | 10111/? [57:42<00:00,  2.92it/s]\nEpoch 0: |          | 10112/? [57:42<00:00,  2.92it/s]\nEpoch 0: |          | 10112/? [57:42<00:00,  2.92it/s]\nEpoch 0: |          | 10113/? [57:43<00:00,  2.92it/s]\nEpoch 0: |          | 10113/? [57:43<00:00,  2.92it/s]\nEpoch 0: |          | 10114/? [57:43<00:00,  2.92it/s]\nEpoch 0: |          | 10114/? [57:43<00:00,  2.92it/s]\nEpoch 0: |          | 10115/? [57:43<00:00,  2.92it/s]\nEpoch 0: |          | 10115/? [57:43<00:00,  2.92it/s]\nEpoch 0: |          | 10116/? [57:44<00:00,  2.92it/s]\nEpoch 0: |          | 10116/? [57:44<00:00,  2.92it/s]\nEpoch 0: |          | 10117/? [57:44<00:00,  2.92it/s]\nEpoch 0: |          | 10117/? [57:44<00:00,  2.92it/s]\nEpoch 0: |          | 10118/? [57:44<00:00,  2.92it/s]\nEpoch 0: |          | 10118/? [57:44<00:00,  2.92it/s]\nEpoch 0: |          | 10119/? [57:45<00:00,  2.92it/s]\nEpoch 0: |          | 10119/? [57:45<00:00,  2.92it/s]\nEpoch 0: |          | 10120/? [57:45<00:00,  2.92it/s]\nEpoch 0: |          | 10120/? [57:45<00:00,  2.92it/s]\nEpoch 0: |          | 10121/? [57:46<00:00,  2.92it/s]\nEpoch 0: |          | 10121/? [57:46<00:00,  2.92it/s]\nEpoch 0: |          | 10122/? [57:46<00:00,  2.92it/s]\nEpoch 0: |          | 10122/? [57:46<00:00,  2.92it/s]\nEpoch 0: |          | 10123/? [57:46<00:00,  2.92it/s]\nEpoch 0: |          | 10123/? [57:46<00:00,  2.92it/s]\nEpoch 0: |          | 10124/? [57:47<00:00,  2.92it/s]\nEpoch 0: |          | 10124/? [57:47<00:00,  2.92it/s]\nEpoch 0: |          | 10125/? [57:47<00:00,  2.92it/s]\nEpoch 0: |          | 10125/? [57:47<00:00,  2.92it/s]\nEpoch 0: |          | 10126/? [57:47<00:00,  2.92it/s]\nEpoch 0: |          | 10126/? [57:47<00:00,  2.92it/s]\nEpoch 0: |          | 10127/? [57:48<00:00,  2.92it/s]\nEpoch 0: |          | 10127/? [57:48<00:00,  2.92it/s]\nEpoch 0: |          | 10128/? [57:48<00:00,  2.92it/s]\nEpoch 0: |          | 10128/? [57:48<00:00,  2.92it/s]\nEpoch 0: |          | 10129/? [57:48<00:00,  2.92it/s]\nEpoch 0: |          | 10129/? [57:48<00:00,  2.92it/s]\nEpoch 0: |          | 10130/? [57:48<00:00,  2.92it/s]\nEpoch 0: |          | 10130/? [57:48<00:00,  2.92it/s]\nEpoch 0: |          | 10131/? [57:49<00:00,  2.92it/s]\nEpoch 0: |          | 10131/? [57:49<00:00,  2.92it/s]\nEpoch 0: |          | 10132/? [57:49<00:00,  2.92it/s]\nEpoch 0: |          | 10132/? [57:49<00:00,  2.92it/s]\nEpoch 0: |          | 10133/? [57:49<00:00,  2.92it/s]\nEpoch 0: |          | 10133/? [57:49<00:00,  2.92it/s]\nEpoch 0: |          | 10134/? [57:50<00:00,  2.92it/s]\nEpoch 0: |          | 10134/? [57:50<00:00,  2.92it/s]\nEpoch 0: |          | 10135/? [57:50<00:00,  2.92it/s]\nEpoch 0: |          | 10135/? [57:50<00:00,  2.92it/s]\nEpoch 0: |          | 10136/? [57:50<00:00,  2.92it/s]\nEpoch 0: |          | 10136/? [57:50<00:00,  2.92it/s]\nEpoch 0: |          | 10137/? [57:51<00:00,  2.92it/s]\nEpoch 0: |          | 10137/? [57:51<00:00,  2.92it/s]\nEpoch 0: |          | 10138/? [57:51<00:00,  2.92it/s]\nEpoch 0: |          | 10138/? [57:51<00:00,  2.92it/s]\nEpoch 0: |          | 10139/? [57:52<00:00,  2.92it/s]\nEpoch 0: |          | 10139/? [57:52<00:00,  2.92it/s]\nEpoch 0: |          | 10140/? [57:52<00:00,  2.92it/s]\nEpoch 0: |          | 10140/? [57:52<00:00,  2.92it/s]\nEpoch 0: |          | 10141/? [57:52<00:00,  2.92it/s]\nEpoch 0: |          | 10141/? [57:52<00:00,  2.92it/s]\nEpoch 0: |          | 10142/? [57:53<00:00,  2.92it/s]\nEpoch 0: |          | 10142/? [57:53<00:00,  2.92it/s]\nEpoch 0: |          | 10143/? [57:53<00:00,  2.92it/s]\nEpoch 0: |          | 10143/? [57:53<00:00,  2.92it/s]\nEpoch 0: |          | 10144/? [57:53<00:00,  2.92it/s]\nEpoch 0: |          | 10144/? [57:53<00:00,  2.92it/s]\nEpoch 0: |          | 10145/? [57:54<00:00,  2.92it/s]\nEpoch 0: |          | 10145/? [57:54<00:00,  2.92it/s]\nEpoch 0: |          | 10146/? [57:54<00:00,  2.92it/s]\nEpoch 0: |          | 10146/? [57:54<00:00,  2.92it/s]\nEpoch 0: |          | 10147/? [57:54<00:00,  2.92it/s]\nEpoch 0: |          | 10147/? [57:54<00:00,  2.92it/s]\nEpoch 0: |          | 10148/? [57:55<00:00,  2.92it/s]\nEpoch 0: |          | 10148/? [57:55<00:00,  2.92it/s]\nEpoch 0: |          | 10149/? [57:55<00:00,  2.92it/s]\nEpoch 0: |          | 10149/? [57:55<00:00,  2.92it/s]\nEpoch 0: |          | 10150/? [57:55<00:00,  2.92it/s]\nEpoch 0: |          | 10150/? [57:55<00:00,  2.92it/s]\nEpoch 0: |          | 10151/? [57:56<00:00,  2.92it/s]\nEpoch 0: |          | 10151/? [57:56<00:00,  2.92it/s]\nEpoch 0: |          | 10152/? [57:56<00:00,  2.92it/s]\nEpoch 0: |          | 10152/? [57:56<00:00,  2.92it/s]\nEpoch 0: |          | 10153/? [57:56<00:00,  2.92it/s]\nEpoch 0: |          | 10153/? [57:56<00:00,  2.92it/s]\nEpoch 0: |          | 10154/? [57:57<00:00,  2.92it/s]\nEpoch 0: |          | 10154/? [57:57<00:00,  2.92it/s]\nEpoch 0: |          | 10155/? [57:57<00:00,  2.92it/s]\nEpoch 0: |          | 10155/? [57:57<00:00,  2.92it/s]\nEpoch 0: |          | 10156/? [57:57<00:00,  2.92it/s]\nEpoch 0: |          | 10156/? [57:57<00:00,  2.92it/s]\nEpoch 0: |          | 10157/? [57:58<00:00,  2.92it/s]\nEpoch 0: |          | 10157/? [57:58<00:00,  2.92it/s]\nEpoch 0: |          | 10158/? [57:58<00:00,  2.92it/s]\nEpoch 0: |          | 10158/? [57:58<00:00,  2.92it/s]\nEpoch 0: |          | 10159/? [57:58<00:00,  2.92it/s]\nEpoch 0: |          | 10159/? [57:58<00:00,  2.92it/s]\nEpoch 0: |          | 10160/? [57:59<00:00,  2.92it/s]\nEpoch 0: |          | 10160/? [57:59<00:00,  2.92it/s]\nEpoch 0: |          | 10161/? [57:59<00:00,  2.92it/s]\nEpoch 0: |          | 10161/? [57:59<00:00,  2.92it/s]\nEpoch 0: |          | 10162/? [57:59<00:00,  2.92it/s]\nEpoch 0: |          | 10162/? [57:59<00:00,  2.92it/s]\nEpoch 0: |          | 10163/? [58:00<00:00,  2.92it/s]\nEpoch 0: |          | 10163/? [58:00<00:00,  2.92it/s]\nEpoch 0: |          | 10164/? [58:00<00:00,  2.92it/s]\nEpoch 0: |          | 10164/? [58:00<00:00,  2.92it/s]\nEpoch 0: |          | 10165/? [58:00<00:00,  2.92it/s]\nEpoch 0: |          | 10165/? [58:00<00:00,  2.92it/s]\nEpoch 0: |          | 10166/? [58:01<00:00,  2.92it/s]\nEpoch 0: |          | 10166/? [58:01<00:00,  2.92it/s]\nEpoch 0: |          | 10167/? [58:01<00:00,  2.92it/s]\nEpoch 0: |          | 10167/? [58:01<00:00,  2.92it/s]\nEpoch 0: |          | 10168/? [58:01<00:00,  2.92it/s]\nEpoch 0: |          | 10168/? [58:01<00:00,  2.92it/s]\nEpoch 0: |          | 10169/? [58:02<00:00,  2.92it/s]\nEpoch 0: |          | 10169/? [58:02<00:00,  2.92it/s]\nEpoch 0: |          | 10170/? [58:02<00:00,  2.92it/s]\nEpoch 0: |          | 10170/? [58:02<00:00,  2.92it/s]\nEpoch 0: |          | 10171/? [58:02<00:00,  2.92it/s]\nEpoch 0: |          | 10171/? [58:02<00:00,  2.92it/s]\nEpoch 0: |          | 10172/? [58:03<00:00,  2.92it/s]\nEpoch 0: |          | 10172/? [58:03<00:00,  2.92it/s]\nEpoch 0: |          | 10173/? [58:03<00:00,  2.92it/s]\nEpoch 0: |          | 10173/? [58:03<00:00,  2.92it/s]\nEpoch 0: |          | 10174/? [58:03<00:00,  2.92it/s]\nEpoch 0: |          | 10174/? [58:03<00:00,  2.92it/s]\nEpoch 0: |          | 10175/? [58:04<00:00,  2.92it/s]\nEpoch 0: |          | 10175/? [58:04<00:00,  2.92it/s]\nEpoch 0: |          | 10176/? [58:04<00:00,  2.92it/s]\nEpoch 0: |          | 10176/? [58:04<00:00,  2.92it/s]\nEpoch 0: |          | 10177/? [58:04<00:00,  2.92it/s]\nEpoch 0: |          | 10177/? [58:04<00:00,  2.92it/s]\nEpoch 0: |          | 10178/? [58:05<00:00,  2.92it/s]\nEpoch 0: |          | 10178/? [58:05<00:00,  2.92it/s]\nEpoch 0: |          | 10179/? [58:05<00:00,  2.92it/s]\nEpoch 0: |          | 10179/? [58:05<00:00,  2.92it/s]\nEpoch 0: |          | 10180/? [58:05<00:00,  2.92it/s]\nEpoch 0: |          | 10180/? [58:05<00:00,  2.92it/s]\nEpoch 0: |          | 10181/? [58:06<00:00,  2.92it/s]\nEpoch 0: |          | 10181/? [58:06<00:00,  2.92it/s]\nEpoch 0: |          | 10182/? [58:06<00:00,  2.92it/s]\nEpoch 0: |          | 10182/? [58:06<00:00,  2.92it/s]\nEpoch 0: |          | 10183/? [58:06<00:00,  2.92it/s]\nEpoch 0: |          | 10183/? [58:06<00:00,  2.92it/s]\nEpoch 0: |          | 10184/? [58:07<00:00,  2.92it/s]\nEpoch 0: |          | 10184/? [58:07<00:00,  2.92it/s]\nEpoch 0: |          | 10185/? [58:07<00:00,  2.92it/s]\nEpoch 0: |          | 10185/? [58:07<00:00,  2.92it/s]\nEpoch 0: |          | 10186/? [58:07<00:00,  2.92it/s]\nEpoch 0: |          | 10186/? [58:07<00:00,  2.92it/s]\nEpoch 0: |          | 10187/? [58:08<00:00,  2.92it/s]\nEpoch 0: |          | 10187/? [58:08<00:00,  2.92it/s]\nEpoch 0: |          | 10188/? [58:08<00:00,  2.92it/s]\nEpoch 0: |          | 10188/? [58:08<00:00,  2.92it/s]\nEpoch 0: |          | 10189/? [58:08<00:00,  2.92it/s]\nEpoch 0: |          | 10189/? [58:08<00:00,  2.92it/s]\nEpoch 0: |          | 10190/? [58:09<00:00,  2.92it/s]\nEpoch 0: |          | 10190/? [58:09<00:00,  2.92it/s]\nEpoch 0: |          | 10191/? [58:09<00:00,  2.92it/s]\nEpoch 0: |          | 10191/? [58:09<00:00,  2.92it/s]\nEpoch 0: |          | 10192/? [58:09<00:00,  2.92it/s]\nEpoch 0: |          | 10192/? [58:09<00:00,  2.92it/s]\nEpoch 0: |          | 10193/? [58:10<00:00,  2.92it/s]\nEpoch 0: |          | 10193/? [58:10<00:00,  2.92it/s]\nEpoch 0: |          | 10194/? [58:10<00:00,  2.92it/s]\nEpoch 0: |          | 10194/? [58:10<00:00,  2.92it/s]\nEpoch 0: |          | 10195/? [58:10<00:00,  2.92it/s]\nEpoch 0: |          | 10195/? [58:10<00:00,  2.92it/s]\nEpoch 0: |          | 10196/? [58:11<00:00,  2.92it/s]\nEpoch 0: |          | 10196/? [58:11<00:00,  2.92it/s]\nEpoch 0: |          | 10197/? [58:11<00:00,  2.92it/s]\nEpoch 0: |          | 10197/? [58:11<00:00,  2.92it/s]\nEpoch 0: |          | 10198/? [58:11<00:00,  2.92it/s]\nEpoch 0: |          | 10198/? [58:11<00:00,  2.92it/s]\nEpoch 0: |          | 10199/? [58:12<00:00,  2.92it/s]\nEpoch 0: |          | 10199/? [58:12<00:00,  2.92it/s]\nEpoch 0: |          | 10200/? [58:12<00:00,  2.92it/s]\nEpoch 0: |          | 10200/? [58:12<00:00,  2.92it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.20it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.72it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.79it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.62it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 10200/? [58:12<00:00,  2.92it/s]\nEpoch 0: |          | 10201/? [58:13<00:00,  2.92it/s]\nEpoch 0: |          | 10201/? [58:13<00:00,  2.92it/s]\nEpoch 0: |          | 10202/? [58:13<00:00,  2.92it/s]\nEpoch 0: |          | 10202/? [58:13<00:00,  2.92it/s]\nEpoch 0: |          | 10203/? [58:13<00:00,  2.92it/s]\nEpoch 0: |          | 10203/? [58:13<00:00,  2.92it/s]\nEpoch 0: |          | 10204/? [58:13<00:00,  2.92it/s]\nEpoch 0: |          | 10204/? [58:13<00:00,  2.92it/s]\nEpoch 0: |          | 10205/? [58:14<00:00,  2.92it/s]\nEpoch 0: |          | 10205/? [58:14<00:00,  2.92it/s]\nEpoch 0: |          | 10206/? [58:14<00:00,  2.92it/s]\nEpoch 0: |          | 10206/? [58:14<00:00,  2.92it/s]\nEpoch 0: |          | 10207/? [58:14<00:00,  2.92it/s]\nEpoch 0: |          | 10207/? [58:14<00:00,  2.92it/s]\nEpoch 0: |          | 10208/? [58:15<00:00,  2.92it/s]\nEpoch 0: |          | 10208/? [58:15<00:00,  2.92it/s]\nEpoch 0: |          | 10209/? [58:15<00:00,  2.92it/s]\nEpoch 0: |          | 10209/? [58:15<00:00,  2.92it/s]\nEpoch 0: |          | 10210/? [58:15<00:00,  2.92it/s]\nEpoch 0: |          | 10210/? [58:15<00:00,  2.92it/s]\nEpoch 0: |          | 10211/? [58:16<00:00,  2.92it/s]\nEpoch 0: |          | 10211/? [58:16<00:00,  2.92it/s]\nEpoch 0: |          | 10212/? [58:16<00:00,  2.92it/s]\nEpoch 0: |          | 10212/? [58:16<00:00,  2.92it/s]\nEpoch 0: |          | 10213/? [58:16<00:00,  2.92it/s]\nEpoch 0: |          | 10213/? [58:16<00:00,  2.92it/s]\nEpoch 0: |          | 10214/? [58:17<00:00,  2.92it/s]\nEpoch 0: |          | 10214/? [58:17<00:00,  2.92it/s]\nEpoch 0: |          | 10215/? [58:17<00:00,  2.92it/s]\nEpoch 0: |          | 10215/? [58:17<00:00,  2.92it/s]\nEpoch 0: |          | 10216/? [58:17<00:00,  2.92it/s]\nEpoch 0: |          | 10216/? [58:17<00:00,  2.92it/s]\nEpoch 0: |          | 10217/? [58:18<00:00,  2.92it/s]\nEpoch 0: |          | 10217/? [58:18<00:00,  2.92it/s]\nEpoch 0: |          | 10218/? [58:18<00:00,  2.92it/s]\nEpoch 0: |          | 10218/? [58:18<00:00,  2.92it/s]\nEpoch 0: |          | 10219/? [58:18<00:00,  2.92it/s]\nEpoch 0: |          | 10219/? [58:18<00:00,  2.92it/s]\nEpoch 0: |          | 10220/? [58:19<00:00,  2.92it/s]\nEpoch 0: |          | 10220/? [58:19<00:00,  2.92it/s]\nEpoch 0: |          | 10221/? [58:19<00:00,  2.92it/s]\nEpoch 0: |          | 10221/? [58:19<00:00,  2.92it/s]\nEpoch 0: |          | 10222/? [58:19<00:00,  2.92it/s]\nEpoch 0: |          | 10222/? [58:19<00:00,  2.92it/s]\nEpoch 0: |          | 10223/? [58:20<00:00,  2.92it/s]\nEpoch 0: |          | 10223/? [58:20<00:00,  2.92it/s]\nEpoch 0: |          | 10224/? [58:20<00:00,  2.92it/s]\nEpoch 0: |          | 10224/? [58:20<00:00,  2.92it/s]\nEpoch 0: |          | 10225/? [58:20<00:00,  2.92it/s]\nEpoch 0: |          | 10225/? [58:20<00:00,  2.92it/s]\nEpoch 0: |          | 10226/? [58:21<00:00,  2.92it/s]\nEpoch 0: |          | 10226/? [58:21<00:00,  2.92it/s]\nEpoch 0: |          | 10227/? [58:21<00:00,  2.92it/s]\nEpoch 0: |          | 10227/? [58:21<00:00,  2.92it/s]\nEpoch 0: |          | 10228/? [58:21<00:00,  2.92it/s]\nEpoch 0: |          | 10228/? [58:21<00:00,  2.92it/s]\nEpoch 0: |          | 10229/? [58:22<00:00,  2.92it/s]\nEpoch 0: |          | 10229/? [58:22<00:00,  2.92it/s]\nEpoch 0: |          | 10230/? [58:22<00:00,  2.92it/s]\nEpoch 0: |          | 10230/? [58:22<00:00,  2.92it/s]\nEpoch 0: |          | 10231/? [58:22<00:00,  2.92it/s]\nEpoch 0: |          | 10231/? [58:22<00:00,  2.92it/s]\nEpoch 0: |          | 10232/? [58:23<00:00,  2.92it/s]\nEpoch 0: |          | 10232/? [58:23<00:00,  2.92it/s]\nEpoch 0: |          | 10233/? [58:23<00:00,  2.92it/s]\nEpoch 0: |          | 10233/? [58:23<00:00,  2.92it/s]\nEpoch 0: |          | 10234/? [58:23<00:00,  2.92it/s]\nEpoch 0: |          | 10234/? [58:23<00:00,  2.92it/s]\nEpoch 0: |          | 10235/? [58:24<00:00,  2.92it/s]\nEpoch 0: |          | 10235/? [58:24<00:00,  2.92it/s]\nEpoch 0: |          | 10236/? [58:24<00:00,  2.92it/s]\nEpoch 0: |          | 10236/? [58:24<00:00,  2.92it/s]\nEpoch 0: |          | 10237/? [58:24<00:00,  2.92it/s]\nEpoch 0: |          | 10237/? [58:24<00:00,  2.92it/s]\nEpoch 0: |          | 10238/? [58:25<00:00,  2.92it/s]\nEpoch 0: |          | 10238/? [58:25<00:00,  2.92it/s]\nEpoch 0: |          | 10239/? [58:25<00:00,  2.92it/s]\nEpoch 0: |          | 10239/? [58:25<00:00,  2.92it/s]\nEpoch 0: |          | 10240/? [58:25<00:00,  2.92it/s]\nEpoch 0: |          | 10240/? [58:25<00:00,  2.92it/s]\nEpoch 0: |          | 10241/? [58:26<00:00,  2.92it/s]\nEpoch 0: |          | 10241/? [58:26<00:00,  2.92it/s]\nEpoch 0: |          | 10242/? [58:26<00:00,  2.92it/s]\nEpoch 0: |          | 10242/? [58:26<00:00,  2.92it/s]\nEpoch 0: |          | 10243/? [58:26<00:00,  2.92it/s]\nEpoch 0: |          | 10243/? [58:26<00:00,  2.92it/s]\nEpoch 0: |          | 10244/? [58:27<00:00,  2.92it/s]\nEpoch 0: |          | 10244/? [58:27<00:00,  2.92it/s]\nEpoch 0: |          | 10245/? [58:27<00:00,  2.92it/s]\nEpoch 0: |          | 10245/? [58:27<00:00,  2.92it/s]\nEpoch 0: |          | 10246/? [58:27<00:00,  2.92it/s]\nEpoch 0: |          | 10246/? [58:27<00:00,  2.92it/s]\nEpoch 0: |          | 10247/? [58:28<00:00,  2.92it/s]\nEpoch 0: |          | 10247/? [58:28<00:00,  2.92it/s]\nEpoch 0: |          | 10248/? [58:28<00:00,  2.92it/s]\nEpoch 0: |          | 10248/? [58:28<00:00,  2.92it/s]\nEpoch 0: |          | 10249/? [58:28<00:00,  2.92it/s]\nEpoch 0: |          | 10249/? [58:28<00:00,  2.92it/s]\nEpoch 0: |          | 10250/? [58:29<00:00,  2.92it/s]\nEpoch 0: |          | 10250/? [58:29<00:00,  2.92it/s]\nEpoch 0: |          | 10251/? [58:29<00:00,  2.92it/s]\nEpoch 0: |          | 10251/? [58:29<00:00,  2.92it/s]\nEpoch 0: |          | 10252/? [58:29<00:00,  2.92it/s]\nEpoch 0: |          | 10252/? [58:29<00:00,  2.92it/s]\nEpoch 0: |          | 10253/? [58:30<00:00,  2.92it/s]\nEpoch 0: |          | 10253/? [58:30<00:00,  2.92it/s]\nEpoch 0: |          | 10254/? [58:30<00:00,  2.92it/s]\nEpoch 0: |          | 10254/? [58:30<00:00,  2.92it/s]\nEpoch 0: |          | 10255/? [58:30<00:00,  2.92it/s]\nEpoch 0: |          | 10255/? [58:30<00:00,  2.92it/s]\nEpoch 0: |          | 10256/? [58:31<00:00,  2.92it/s]\nEpoch 0: |          | 10256/? [58:31<00:00,  2.92it/s]\nEpoch 0: |          | 10257/? [58:31<00:00,  2.92it/s]\nEpoch 0: |          | 10257/? [58:31<00:00,  2.92it/s]\nEpoch 0: |          | 10258/? [58:31<00:00,  2.92it/s]\nEpoch 0: |          | 10258/? [58:31<00:00,  2.92it/s]\nEpoch 0: |          | 10259/? [58:32<00:00,  2.92it/s]\nEpoch 0: |          | 10259/? [58:32<00:00,  2.92it/s]\nEpoch 0: |          | 10260/? [58:32<00:00,  2.92it/s]\nEpoch 0: |          | 10260/? [58:32<00:00,  2.92it/s]\nEpoch 0: |          | 10261/? [58:32<00:00,  2.92it/s]\nEpoch 0: |          | 10261/? [58:32<00:00,  2.92it/s]\nEpoch 0: |          | 10262/? [58:33<00:00,  2.92it/s]\nEpoch 0: |          | 10262/? [58:33<00:00,  2.92it/s]\nEpoch 0: |          | 10263/? [58:33<00:00,  2.92it/s]\nEpoch 0: |          | 10263/? [58:33<00:00,  2.92it/s]\nEpoch 0: |          | 10264/? [58:33<00:00,  2.92it/s]\nEpoch 0: |          | 10264/? [58:33<00:00,  2.92it/s]\nEpoch 0: |          | 10265/? [58:34<00:00,  2.92it/s]\nEpoch 0: |          | 10265/? [58:34<00:00,  2.92it/s]\nEpoch 0: |          | 10266/? [58:34<00:00,  2.92it/s]\nEpoch 0: |          | 10266/? [58:34<00:00,  2.92it/s]\nEpoch 0: |          | 10267/? [58:34<00:00,  2.92it/s]\nEpoch 0: |          | 10267/? [58:34<00:00,  2.92it/s]\nEpoch 0: |          | 10268/? [58:35<00:00,  2.92it/s]\nEpoch 0: |          | 10268/? [58:35<00:00,  2.92it/s]\nEpoch 0: |          | 10269/? [58:35<00:00,  2.92it/s]\nEpoch 0: |          | 10269/? [58:35<00:00,  2.92it/s]\nEpoch 0: |          | 10270/? [58:35<00:00,  2.92it/s]\nEpoch 0: |          | 10270/? [58:35<00:00,  2.92it/s]\nEpoch 0: |          | 10271/? [58:36<00:00,  2.92it/s]\nEpoch 0: |          | 10271/? [58:36<00:00,  2.92it/s]\nEpoch 0: |          | 10272/? [58:36<00:00,  2.92it/s]\nEpoch 0: |          | 10272/? [58:36<00:00,  2.92it/s]\nEpoch 0: |          | 10273/? [58:36<00:00,  2.92it/s]\nEpoch 0: |          | 10273/? [58:36<00:00,  2.92it/s]\nEpoch 0: |          | 10274/? [58:37<00:00,  2.92it/s]\nEpoch 0: |          | 10274/? [58:37<00:00,  2.92it/s]\nEpoch 0: |          | 10275/? [58:37<00:00,  2.92it/s]\nEpoch 0: |          | 10275/? [58:37<00:00,  2.92it/s]\nEpoch 0: |          | 10276/? [58:37<00:00,  2.92it/s]\nEpoch 0: |          | 10276/? [58:37<00:00,  2.92it/s]\nEpoch 0: |          | 10277/? [58:38<00:00,  2.92it/s]\nEpoch 0: |          | 10277/? [58:38<00:00,  2.92it/s]\nEpoch 0: |          | 10278/? [58:38<00:00,  2.92it/s]\nEpoch 0: |          | 10278/? [58:38<00:00,  2.92it/s]\nEpoch 0: |          | 10279/? [58:38<00:00,  2.92it/s]\nEpoch 0: |          | 10279/? [58:38<00:00,  2.92it/s]\nEpoch 0: |          | 10280/? [58:38<00:00,  2.92it/s]\nEpoch 0: |          | 10280/? [58:38<00:00,  2.92it/s]\nEpoch 0: |          | 10281/? [58:39<00:00,  2.92it/s]\nEpoch 0: |          | 10281/? [58:39<00:00,  2.92it/s]\nEpoch 0: |          | 10282/? [58:39<00:00,  2.92it/s]\nEpoch 0: |          | 10282/? [58:39<00:00,  2.92it/s]\nEpoch 0: |          | 10283/? [58:40<00:00,  2.92it/s]\nEpoch 0: |          | 10283/? [58:40<00:00,  2.92it/s]\nEpoch 0: |          | 10284/? [58:40<00:00,  2.92it/s]\nEpoch 0: |          | 10284/? [58:40<00:00,  2.92it/s]\nEpoch 0: |          | 10285/? [58:40<00:00,  2.92it/s]\nEpoch 0: |          | 10285/? [58:40<00:00,  2.92it/s]\nEpoch 0: |          | 10286/? [58:40<00:00,  2.92it/s]\nEpoch 0: |          | 10286/? [58:40<00:00,  2.92it/s]\nEpoch 0: |          | 10287/? [58:41<00:00,  2.92it/s]\nEpoch 0: |          | 10287/? [58:41<00:00,  2.92it/s]\nEpoch 0: |          | 10288/? [58:41<00:00,  2.92it/s]\nEpoch 0: |          | 10288/? [58:41<00:00,  2.92it/s]\nEpoch 0: |          | 10289/? [58:41<00:00,  2.92it/s]\nEpoch 0: |          | 10289/? [58:41<00:00,  2.92it/s]\nEpoch 0: |          | 10290/? [58:42<00:00,  2.92it/s]\nEpoch 0: |          | 10290/? [58:42<00:00,  2.92it/s]\nEpoch 0: |          | 10291/? [58:42<00:00,  2.92it/s]\nEpoch 0: |          | 10291/? [58:42<00:00,  2.92it/s]\nEpoch 0: |          | 10292/? [58:42<00:00,  2.92it/s]\nEpoch 0: |          | 10292/? [58:42<00:00,  2.92it/s]\nEpoch 0: |          | 10293/? [58:43<00:00,  2.92it/s]\nEpoch 0: |          | 10293/? [58:43<00:00,  2.92it/s]\nEpoch 0: |          | 10294/? [58:43<00:00,  2.92it/s]\nEpoch 0: |          | 10294/? [58:43<00:00,  2.92it/s]\nEpoch 0: |          | 10295/? [58:43<00:00,  2.92it/s]\nEpoch 0: |          | 10295/? [58:43<00:00,  2.92it/s]\nEpoch 0: |          | 10296/? [58:44<00:00,  2.92it/s]\nEpoch 0: |          | 10296/? [58:44<00:00,  2.92it/s]\nEpoch 0: |          | 10297/? [58:44<00:00,  2.92it/s]\nEpoch 0: |          | 10297/? [58:44<00:00,  2.92it/s]\nEpoch 0: |          | 10298/? [58:44<00:00,  2.92it/s]\nEpoch 0: |          | 10298/? [58:44<00:00,  2.92it/s]\nEpoch 0: |          | 10299/? [58:45<00:00,  2.92it/s]\nEpoch 0: |          | 10299/? [58:45<00:00,  2.92it/s]\nEpoch 0: |          | 10300/? [58:45<00:00,  2.92it/s]\nEpoch 0: |          | 10300/? [58:45<00:00,  2.92it/s]\nEpoch 0: |          | 10301/? [58:45<00:00,  2.92it/s]\nEpoch 0: |          | 10301/? [58:45<00:00,  2.92it/s]\nEpoch 0: |          | 10302/? [58:46<00:00,  2.92it/s]\nEpoch 0: |          | 10302/? [58:46<00:00,  2.92it/s]\nEpoch 0: |          | 10303/? [58:46<00:00,  2.92it/s]\nEpoch 0: |          | 10303/? [58:46<00:00,  2.92it/s]\nEpoch 0: |          | 10304/? [58:46<00:00,  2.92it/s]\nEpoch 0: |          | 10304/? [58:46<00:00,  2.92it/s]\nEpoch 0: |          | 10305/? [58:47<00:00,  2.92it/s]\nEpoch 0: |          | 10305/? [58:47<00:00,  2.92it/s]\nEpoch 0: |          | 10306/? [58:47<00:00,  2.92it/s]\nEpoch 0: |          | 10306/? [58:47<00:00,  2.92it/s]\nEpoch 0: |          | 10307/? [58:47<00:00,  2.92it/s]\nEpoch 0: |          | 10307/? [58:47<00:00,  2.92it/s]\nEpoch 0: |          | 10308/? [58:48<00:00,  2.92it/s]\nEpoch 0: |          | 10308/? [58:48<00:00,  2.92it/s]\nEpoch 0: |          | 10309/? [58:48<00:00,  2.92it/s]\nEpoch 0: |          | 10309/? [58:48<00:00,  2.92it/s]\nEpoch 0: |          | 10310/? [58:48<00:00,  2.92it/s]\nEpoch 0: |          | 10310/? [58:48<00:00,  2.92it/s]\nEpoch 0: |          | 10311/? [58:49<00:00,  2.92it/s]\nEpoch 0: |          | 10311/? [58:49<00:00,  2.92it/s]\nEpoch 0: |          | 10312/? [58:49<00:00,  2.92it/s]\nEpoch 0: |          | 10312/? [58:49<00:00,  2.92it/s]\nEpoch 0: |          | 10313/? [58:49<00:00,  2.92it/s]\nEpoch 0: |          | 10313/? [58:49<00:00,  2.92it/s]\nEpoch 0: |          | 10314/? [58:50<00:00,  2.92it/s]\nEpoch 0: |          | 10314/? [58:50<00:00,  2.92it/s]\nEpoch 0: |          | 10315/? [58:50<00:00,  2.92it/s]\nEpoch 0: |          | 10315/? [58:50<00:00,  2.92it/s]\nEpoch 0: |          | 10316/? [58:50<00:00,  2.92it/s]\nEpoch 0: |          | 10316/? [58:50<00:00,  2.92it/s]\nEpoch 0: |          | 10317/? [58:51<00:00,  2.92it/s]\nEpoch 0: |          | 10317/? [58:51<00:00,  2.92it/s]\nEpoch 0: |          | 10318/? [58:51<00:00,  2.92it/s]\nEpoch 0: |          | 10318/? [58:51<00:00,  2.92it/s]\nEpoch 0: |          | 10319/? [58:51<00:00,  2.92it/s]\nEpoch 0: |          | 10319/? [58:51<00:00,  2.92it/s]\nEpoch 0: |          | 10320/? [58:52<00:00,  2.92it/s]\nEpoch 0: |          | 10320/? [58:52<00:00,  2.92it/s]\nEpoch 0: |          | 10321/? [58:52<00:00,  2.92it/s]\nEpoch 0: |          | 10321/? [58:52<00:00,  2.92it/s]\nEpoch 0: |          | 10322/? [58:52<00:00,  2.92it/s]\nEpoch 0: |          | 10322/? [58:52<00:00,  2.92it/s]\nEpoch 0: |          | 10323/? [58:53<00:00,  2.92it/s]\nEpoch 0: |          | 10323/? [58:53<00:00,  2.92it/s]\nEpoch 0: |          | 10324/? [58:53<00:00,  2.92it/s]\nEpoch 0: |          | 10324/? [58:53<00:00,  2.92it/s]\nEpoch 0: |          | 10325/? [58:53<00:00,  2.92it/s]\nEpoch 0: |          | 10325/? [58:53<00:00,  2.92it/s]\nEpoch 0: |          | 10326/? [58:54<00:00,  2.92it/s]\nEpoch 0: |          | 10326/? [58:54<00:00,  2.92it/s]\nEpoch 0: |          | 10327/? [58:54<00:00,  2.92it/s]\nEpoch 0: |          | 10327/? [58:54<00:00,  2.92it/s]\nEpoch 0: |          | 10328/? [58:54<00:00,  2.92it/s]\nEpoch 0: |          | 10328/? [58:54<00:00,  2.92it/s]\nEpoch 0: |          | 10329/? [58:55<00:00,  2.92it/s]\nEpoch 0: |          | 10329/? [58:55<00:00,  2.92it/s]\nEpoch 0: |          | 10330/? [58:55<00:00,  2.92it/s]\nEpoch 0: |          | 10330/? [58:55<00:00,  2.92it/s]\nEpoch 0: |          | 10331/? [58:55<00:00,  2.92it/s]\nEpoch 0: |          | 10331/? [58:55<00:00,  2.92it/s]\nEpoch 0: |          | 10332/? [58:56<00:00,  2.92it/s]\nEpoch 0: |          | 10332/? [58:56<00:00,  2.92it/s]\nEpoch 0: |          | 10333/? [58:56<00:00,  2.92it/s]\nEpoch 0: |          | 10333/? [58:56<00:00,  2.92it/s]\nEpoch 0: |          | 10334/? [58:56<00:00,  2.92it/s]\nEpoch 0: |          | 10334/? [58:56<00:00,  2.92it/s]\nEpoch 0: |          | 10335/? [58:57<00:00,  2.92it/s]\nEpoch 0: |          | 10335/? [58:57<00:00,  2.92it/s]\nEpoch 0: |          | 10336/? [58:57<00:00,  2.92it/s]\nEpoch 0: |          | 10336/? [58:57<00:00,  2.92it/s]\nEpoch 0: |          | 10337/? [58:57<00:00,  2.92it/s]\nEpoch 0: |          | 10337/? [58:57<00:00,  2.92it/s]\nEpoch 0: |          | 10338/? [58:58<00:00,  2.92it/s]\nEpoch 0: |          | 10338/? [58:58<00:00,  2.92it/s]\nEpoch 0: |          | 10339/? [58:58<00:00,  2.92it/s]\nEpoch 0: |          | 10339/? [58:58<00:00,  2.92it/s]\nEpoch 0: |          | 10340/? [58:58<00:00,  2.92it/s]\nEpoch 0: |          | 10340/? [58:58<00:00,  2.92it/s]\nEpoch 0: |          | 10341/? [58:59<00:00,  2.92it/s]\nEpoch 0: |          | 10341/? [58:59<00:00,  2.92it/s]\nEpoch 0: |          | 10342/? [58:59<00:00,  2.92it/s]\nEpoch 0: |          | 10342/? [58:59<00:00,  2.92it/s]\nEpoch 0: |          | 10343/? [58:59<00:00,  2.92it/s]\nEpoch 0: |          | 10343/? [58:59<00:00,  2.92it/s]\nEpoch 0: |          | 10344/? [59:00<00:00,  2.92it/s]\nEpoch 0: |          | 10344/? [59:00<00:00,  2.92it/s]\nEpoch 0: |          | 10345/? [59:00<00:00,  2.92it/s]\nEpoch 0: |          | 10345/? [59:00<00:00,  2.92it/s]\nEpoch 0: |          | 10346/? [59:00<00:00,  2.92it/s]\nEpoch 0: |          | 10346/? [59:00<00:00,  2.92it/s]\nEpoch 0: |          | 10347/? [59:01<00:00,  2.92it/s]\nEpoch 0: |          | 10347/? [59:01<00:00,  2.92it/s]\nEpoch 0: |          | 10348/? [59:01<00:00,  2.92it/s]\nEpoch 0: |          | 10348/? [59:01<00:00,  2.92it/s]\nEpoch 0: |          | 10349/? [59:01<00:00,  2.92it/s]\nEpoch 0: |          | 10349/? [59:01<00:00,  2.92it/s]\nEpoch 0: |          | 10350/? [59:01<00:00,  2.92it/s]\nEpoch 0: |          | 10350/? [59:01<00:00,  2.92it/s]\nEpoch 0: |          | 10351/? [59:02<00:00,  2.92it/s]\nEpoch 0: |          | 10351/? [59:02<00:00,  2.92it/s]\nEpoch 0: |          | 10352/? [59:02<00:00,  2.92it/s]\nEpoch 0: |          | 10352/? [59:02<00:00,  2.92it/s]\nEpoch 0: |          | 10353/? [59:02<00:00,  2.92it/s]\nEpoch 0: |          | 10353/? [59:02<00:00,  2.92it/s]\nEpoch 0: |          | 10354/? [59:03<00:00,  2.92it/s]\nEpoch 0: |          | 10354/? [59:03<00:00,  2.92it/s]\nEpoch 0: |          | 10355/? [59:03<00:00,  2.92it/s]\nEpoch 0: |          | 10355/? [59:03<00:00,  2.92it/s]\nEpoch 0: |          | 10356/? [59:03<00:00,  2.92it/s]\nEpoch 0: |          | 10356/? [59:03<00:00,  2.92it/s]\nEpoch 0: |          | 10357/? [59:04<00:00,  2.92it/s]\nEpoch 0: |          | 10357/? [59:04<00:00,  2.92it/s]\nEpoch 0: |          | 10358/? [59:04<00:00,  2.92it/s]\nEpoch 0: |          | 10358/? [59:04<00:00,  2.92it/s]\nEpoch 0: |          | 10359/? [59:04<00:00,  2.92it/s]\nEpoch 0: |          | 10359/? [59:04<00:00,  2.92it/s]\nEpoch 0: |          | 10360/? [59:05<00:00,  2.92it/s]\nEpoch 0: |          | 10360/? [59:05<00:00,  2.92it/s]\nEpoch 0: |          | 10361/? [59:05<00:00,  2.92it/s]\nEpoch 0: |          | 10361/? [59:05<00:00,  2.92it/s]\nEpoch 0: |          | 10362/? [59:05<00:00,  2.92it/s]\nEpoch 0: |          | 10362/? [59:05<00:00,  2.92it/s]\nEpoch 0: |          | 10363/? [59:06<00:00,  2.92it/s]\nEpoch 0: |          | 10363/? [59:06<00:00,  2.92it/s]\nEpoch 0: |          | 10364/? [59:06<00:00,  2.92it/s]\nEpoch 0: |          | 10364/? [59:06<00:00,  2.92it/s]\nEpoch 0: |          | 10365/? [59:06<00:00,  2.92it/s]\nEpoch 0: |          | 10365/? [59:06<00:00,  2.92it/s]\nEpoch 0: |          | 10366/? [59:07<00:00,  2.92it/s]\nEpoch 0: |          | 10366/? [59:07<00:00,  2.92it/s]\nEpoch 0: |          | 10367/? [59:07<00:00,  2.92it/s]\nEpoch 0: |          | 10367/? [59:07<00:00,  2.92it/s]\nEpoch 0: |          | 10368/? [59:07<00:00,  2.92it/s]\nEpoch 0: |          | 10368/? [59:07<00:00,  2.92it/s]\nEpoch 0: |          | 10369/? [59:08<00:00,  2.92it/s]\nEpoch 0: |          | 10369/? [59:08<00:00,  2.92it/s]\nEpoch 0: |          | 10370/? [59:08<00:00,  2.92it/s]\nEpoch 0: |          | 10370/? [59:08<00:00,  2.92it/s]\nEpoch 0: |          | 10371/? [59:08<00:00,  2.92it/s]\nEpoch 0: |          | 10371/? [59:08<00:00,  2.92it/s]\nEpoch 0: |          | 10372/? [59:09<00:00,  2.92it/s]\nEpoch 0: |          | 10372/? [59:09<00:00,  2.92it/s]\nEpoch 0: |          | 10373/? [59:09<00:00,  2.92it/s]\nEpoch 0: |          | 10373/? [59:09<00:00,  2.92it/s]\nEpoch 0: |          | 10374/? [59:09<00:00,  2.92it/s]\nEpoch 0: |          | 10374/? [59:09<00:00,  2.92it/s]\nEpoch 0: |          | 10375/? [59:10<00:00,  2.92it/s]\nEpoch 0: |          | 10375/? [59:10<00:00,  2.92it/s]\nEpoch 0: |          | 10376/? [59:10<00:00,  2.92it/s]\nEpoch 0: |          | 10376/? [59:10<00:00,  2.92it/s]\nEpoch 0: |          | 10377/? [59:10<00:00,  2.92it/s]\nEpoch 0: |          | 10377/? [59:10<00:00,  2.92it/s]\nEpoch 0: |          | 10378/? [59:11<00:00,  2.92it/s]\nEpoch 0: |          | 10378/? [59:11<00:00,  2.92it/s]\nEpoch 0: |          | 10379/? [59:11<00:00,  2.92it/s]\nEpoch 0: |          | 10379/? [59:11<00:00,  2.92it/s]\nEpoch 0: |          | 10380/? [59:11<00:00,  2.92it/s]\nEpoch 0: |          | 10380/? [59:11<00:00,  2.92it/s]\nEpoch 0: |          | 10381/? [59:12<00:00,  2.92it/s]\nEpoch 0: |          | 10381/? [59:12<00:00,  2.92it/s]\nEpoch 0: |          | 10382/? [59:12<00:00,  2.92it/s]\nEpoch 0: |          | 10382/? [59:12<00:00,  2.92it/s]\nEpoch 0: |          | 10383/? [59:12<00:00,  2.92it/s]\nEpoch 0: |          | 10383/? [59:12<00:00,  2.92it/s]\nEpoch 0: |          | 10384/? [59:13<00:00,  2.92it/s]\nEpoch 0: |          | 10384/? [59:13<00:00,  2.92it/s]\nEpoch 0: |          | 10385/? [59:13<00:00,  2.92it/s]\nEpoch 0: |          | 10385/? [59:13<00:00,  2.92it/s]\nEpoch 0: |          | 10386/? [59:13<00:00,  2.92it/s]\nEpoch 0: |          | 10386/? [59:13<00:00,  2.92it/s]\nEpoch 0: |          | 10387/? [59:14<00:00,  2.92it/s]\nEpoch 0: |          | 10387/? [59:14<00:00,  2.92it/s]\nEpoch 0: |          | 10388/? [59:14<00:00,  2.92it/s]\nEpoch 0: |          | 10388/? [59:14<00:00,  2.92it/s]\nEpoch 0: |          | 10389/? [59:14<00:00,  2.92it/s]\nEpoch 0: |          | 10389/? [59:14<00:00,  2.92it/s]\nEpoch 0: |          | 10390/? [59:15<00:00,  2.92it/s]\nEpoch 0: |          | 10390/? [59:15<00:00,  2.92it/s]\nEpoch 0: |          | 10391/? [59:15<00:00,  2.92it/s]\nEpoch 0: |          | 10391/? [59:15<00:00,  2.92it/s]\nEpoch 0: |          | 10392/? [59:15<00:00,  2.92it/s]\nEpoch 0: |          | 10392/? [59:15<00:00,  2.92it/s]\nEpoch 0: |          | 10393/? [59:16<00:00,  2.92it/s]\nEpoch 0: |          | 10393/? [59:16<00:00,  2.92it/s]\nEpoch 0: |          | 10394/? [59:16<00:00,  2.92it/s]\nEpoch 0: |          | 10394/? [59:16<00:00,  2.92it/s]\nEpoch 0: |          | 10395/? [59:16<00:00,  2.92it/s]\nEpoch 0: |          | 10395/? [59:16<00:00,  2.92it/s]\nEpoch 0: |          | 10396/? [59:17<00:00,  2.92it/s]\nEpoch 0: |          | 10396/? [59:17<00:00,  2.92it/s]\nEpoch 0: |          | 10397/? [59:17<00:00,  2.92it/s]\nEpoch 0: |          | 10397/? [59:17<00:00,  2.92it/s]\nEpoch 0: |          | 10398/? [59:17<00:00,  2.92it/s]\nEpoch 0: |          | 10398/? [59:17<00:00,  2.92it/s]\nEpoch 0: |          | 10399/? [59:18<00:00,  2.92it/s]\nEpoch 0: |          | 10399/? [59:18<00:00,  2.92it/s]\nEpoch 0: |          | 10400/? [59:18<00:00,  2.92it/s]\nEpoch 0: |          | 10400/? [59:18<00:00,  2.92it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.51it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.12it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.78it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.47it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 10400/? [59:18<00:00,  2.92it/s]\nEpoch 0: |          | 10401/? [59:19<00:00,  2.92it/s]\nEpoch 0: |          | 10401/? [59:19<00:00,  2.92it/s]\nEpoch 0: |          | 10402/? [59:19<00:00,  2.92it/s]\nEpoch 0: |          | 10402/? [59:19<00:00,  2.92it/s]\nEpoch 0: |          | 10403/? [59:19<00:00,  2.92it/s]\nEpoch 0: |          | 10403/? [59:19<00:00,  2.92it/s]\nEpoch 0: |          | 10404/? [59:20<00:00,  2.92it/s]\nEpoch 0: |          | 10404/? [59:20<00:00,  2.92it/s]\nEpoch 0: |          | 10405/? [59:20<00:00,  2.92it/s]\nEpoch 0: |          | 10405/? [59:20<00:00,  2.92it/s]\nEpoch 0: |          | 10406/? [59:20<00:00,  2.92it/s]\nEpoch 0: |          | 10406/? [59:20<00:00,  2.92it/s]\nEpoch 0: |          | 10407/? [59:21<00:00,  2.92it/s]\nEpoch 0: |          | 10407/? [59:21<00:00,  2.92it/s]\nEpoch 0: |          | 10408/? [59:21<00:00,  2.92it/s]\nEpoch 0: |          | 10408/? [59:21<00:00,  2.92it/s]\nEpoch 0: |          | 10409/? [59:21<00:00,  2.92it/s]\nEpoch 0: |          | 10409/? [59:21<00:00,  2.92it/s]\nEpoch 0: |          | 10410/? [59:22<00:00,  2.92it/s]\nEpoch 0: |          | 10410/? [59:22<00:00,  2.92it/s]\nEpoch 0: |          | 10411/? [59:22<00:00,  2.92it/s]\nEpoch 0: |          | 10411/? [59:22<00:00,  2.92it/s]\nEpoch 0: |          | 10412/? [59:22<00:00,  2.92it/s]\nEpoch 0: |          | 10412/? [59:22<00:00,  2.92it/s]\nEpoch 0: |          | 10413/? [59:23<00:00,  2.92it/s]\nEpoch 0: |          | 10413/? [59:23<00:00,  2.92it/s]\nEpoch 0: |          | 10414/? [59:23<00:00,  2.92it/s]\nEpoch 0: |          | 10414/? [59:23<00:00,  2.92it/s]\nEpoch 0: |          | 10415/? [59:23<00:00,  2.92it/s]\nEpoch 0: |          | 10415/? [59:23<00:00,  2.92it/s]\nEpoch 0: |          | 10416/? [59:24<00:00,  2.92it/s]\nEpoch 0: |          | 10416/? [59:24<00:00,  2.92it/s]\nEpoch 0: |          | 10417/? [59:24<00:00,  2.92it/s]\nEpoch 0: |          | 10417/? [59:24<00:00,  2.92it/s]\nEpoch 0: |          | 10418/? [59:24<00:00,  2.92it/s]\nEpoch 0: |          | 10418/? [59:24<00:00,  2.92it/s]\nEpoch 0: |          | 10419/? [59:25<00:00,  2.92it/s]\nEpoch 0: |          | 10419/? [59:25<00:00,  2.92it/s]\nEpoch 0: |          | 10420/? [59:25<00:00,  2.92it/s]\nEpoch 0: |          | 10420/? [59:25<00:00,  2.92it/s]\nEpoch 0: |          | 10421/? [59:25<00:00,  2.92it/s]\nEpoch 0: |          | 10421/? [59:25<00:00,  2.92it/s]\nEpoch 0: |          | 10422/? [59:25<00:00,  2.92it/s]\nEpoch 0: |          | 10422/? [59:25<00:00,  2.92it/s]\nEpoch 0: |          | 10423/? [59:26<00:00,  2.92it/s]\nEpoch 0: |          | 10423/? [59:26<00:00,  2.92it/s]\nEpoch 0: |          | 10424/? [59:26<00:00,  2.92it/s]\nEpoch 0: |          | 10424/? [59:26<00:00,  2.92it/s]\nEpoch 0: |          | 10425/? [59:26<00:00,  2.92it/s]\nEpoch 0: |          | 10425/? [59:26<00:00,  2.92it/s]\nEpoch 0: |          | 10426/? [59:27<00:00,  2.92it/s]\nEpoch 0: |          | 10426/? [59:27<00:00,  2.92it/s]\nEpoch 0: |          | 10427/? [59:27<00:00,  2.92it/s]\nEpoch 0: |          | 10427/? [59:27<00:00,  2.92it/s]\nEpoch 0: |          | 10428/? [59:27<00:00,  2.92it/s]\nEpoch 0: |          | 10428/? [59:27<00:00,  2.92it/s]\nEpoch 0: |          | 10429/? [59:28<00:00,  2.92it/s]\nEpoch 0: |          | 10429/? [59:28<00:00,  2.92it/s]\nEpoch 0: |          | 10430/? [59:28<00:00,  2.92it/s]\nEpoch 0: |          | 10430/? [59:28<00:00,  2.92it/s]\nEpoch 0: |          | 10431/? [59:28<00:00,  2.92it/s]\nEpoch 0: |          | 10431/? [59:28<00:00,  2.92it/s]\nEpoch 0: |          | 10432/? [59:29<00:00,  2.92it/s]\nEpoch 0: |          | 10432/? [59:29<00:00,  2.92it/s]\nEpoch 0: |          | 10433/? [59:29<00:00,  2.92it/s]\nEpoch 0: |          | 10433/? [59:29<00:00,  2.92it/s]\nEpoch 0: |          | 10434/? [59:29<00:00,  2.92it/s]\nEpoch 0: |          | 10434/? [59:29<00:00,  2.92it/s]\nEpoch 0: |          | 10435/? [59:30<00:00,  2.92it/s]\nEpoch 0: |          | 10435/? [59:30<00:00,  2.92it/s]\nEpoch 0: |          | 10436/? [59:30<00:00,  2.92it/s]\nEpoch 0: |          | 10436/? [59:30<00:00,  2.92it/s]\nEpoch 0: |          | 10437/? [59:30<00:00,  2.92it/s]\nEpoch 0: |          | 10437/? [59:30<00:00,  2.92it/s]\nEpoch 0: |          | 10438/? [59:31<00:00,  2.92it/s]\nEpoch 0: |          | 10438/? [59:31<00:00,  2.92it/s]\nEpoch 0: |          | 10439/? [59:31<00:00,  2.92it/s]\nEpoch 0: |          | 10439/? [59:31<00:00,  2.92it/s]\nEpoch 0: |          | 10440/? [59:31<00:00,  2.92it/s]\nEpoch 0: |          | 10440/? [59:31<00:00,  2.92it/s]\nEpoch 0: |          | 10441/? [59:32<00:00,  2.92it/s]\nEpoch 0: |          | 10441/? [59:32<00:00,  2.92it/s]\nEpoch 0: |          | 10442/? [59:32<00:00,  2.92it/s]\nEpoch 0: |          | 10442/? [59:32<00:00,  2.92it/s]\nEpoch 0: |          | 10443/? [59:32<00:00,  2.92it/s]\nEpoch 0: |          | 10443/? [59:32<00:00,  2.92it/s]\nEpoch 0: |          | 10444/? [59:33<00:00,  2.92it/s]\nEpoch 0: |          | 10444/? [59:33<00:00,  2.92it/s]\nEpoch 0: |          | 10445/? [59:33<00:00,  2.92it/s]\nEpoch 0: |          | 10445/? [59:33<00:00,  2.92it/s]\nEpoch 0: |          | 10446/? [59:33<00:00,  2.92it/s]\nEpoch 0: |          | 10446/? [59:33<00:00,  2.92it/s]\nEpoch 0: |          | 10447/? [59:34<00:00,  2.92it/s]\nEpoch 0: |          | 10447/? [59:34<00:00,  2.92it/s]\nEpoch 0: |          | 10448/? [59:34<00:00,  2.92it/s]\nEpoch 0: |          | 10448/? [59:34<00:00,  2.92it/s]\nEpoch 0: |          | 10449/? [59:34<00:00,  2.92it/s]\nEpoch 0: |          | 10449/? [59:34<00:00,  2.92it/s]\nEpoch 0: |          | 10450/? [59:35<00:00,  2.92it/s]\nEpoch 0: |          | 10450/? [59:35<00:00,  2.92it/s]\nEpoch 0: |          | 10451/? [59:35<00:00,  2.92it/s]\nEpoch 0: |          | 10451/? [59:35<00:00,  2.92it/s]\nEpoch 0: |          | 10452/? [59:36<00:00,  2.92it/s]\nEpoch 0: |          | 10452/? [59:36<00:00,  2.92it/s]\nEpoch 0: |          | 10453/? [59:36<00:00,  2.92it/s]\nEpoch 0: |          | 10453/? [59:36<00:00,  2.92it/s]\nEpoch 0: |          | 10454/? [59:36<00:00,  2.92it/s]\nEpoch 0: |          | 10454/? [59:36<00:00,  2.92it/s]\nEpoch 0: |          | 10455/? [59:37<00:00,  2.92it/s]\nEpoch 0: |          | 10455/? [59:37<00:00,  2.92it/s]\nEpoch 0: |          | 10456/? [59:37<00:00,  2.92it/s]\nEpoch 0: |          | 10456/? [59:37<00:00,  2.92it/s]\nEpoch 0: |          | 10457/? [59:37<00:00,  2.92it/s]\nEpoch 0: |          | 10457/? [59:37<00:00,  2.92it/s]\nEpoch 0: |          | 10458/? [59:38<00:00,  2.92it/s]\nEpoch 0: |          | 10458/? [59:38<00:00,  2.92it/s]\nEpoch 0: |          | 10459/? [59:38<00:00,  2.92it/s]\nEpoch 0: |          | 10459/? [59:38<00:00,  2.92it/s]\nEpoch 0: |          | 10460/? [59:38<00:00,  2.92it/s]\nEpoch 0: |          | 10460/? [59:38<00:00,  2.92it/s]\nEpoch 0: |          | 10461/? [59:38<00:00,  2.92it/s]\nEpoch 0: |          | 10461/? [59:38<00:00,  2.92it/s]\nEpoch 0: |          | 10462/? [59:39<00:00,  2.92it/s]\nEpoch 0: |          | 10462/? [59:39<00:00,  2.92it/s]\nEpoch 0: |          | 10463/? [59:39<00:00,  2.92it/s]\nEpoch 0: |          | 10463/? [59:39<00:00,  2.92it/s]\nEpoch 0: |          | 10464/? [59:39<00:00,  2.92it/s]\nEpoch 0: |          | 10464/? [59:39<00:00,  2.92it/s]\nEpoch 0: |          | 10465/? [59:40<00:00,  2.92it/s]\nEpoch 0: |          | 10465/? [59:40<00:00,  2.92it/s]\nEpoch 0: |          | 10466/? [59:40<00:00,  2.92it/s]\nEpoch 0: |          | 10466/? [59:40<00:00,  2.92it/s]\nEpoch 0: |          | 10467/? [59:40<00:00,  2.92it/s]\nEpoch 0: |          | 10467/? [59:40<00:00,  2.92it/s]\nEpoch 0: |          | 10468/? [59:41<00:00,  2.92it/s]\nEpoch 0: |          | 10468/? [59:41<00:00,  2.92it/s]\nEpoch 0: |          | 10469/? [59:41<00:00,  2.92it/s]\nEpoch 0: |          | 10469/? [59:41<00:00,  2.92it/s]\nEpoch 0: |          | 10470/? [59:41<00:00,  2.92it/s]\nEpoch 0: |          | 10470/? [59:41<00:00,  2.92it/s]\nEpoch 0: |          | 10471/? [59:42<00:00,  2.92it/s]\nEpoch 0: |          | 10471/? [59:42<00:00,  2.92it/s]\nEpoch 0: |          | 10472/? [59:42<00:00,  2.92it/s]\nEpoch 0: |          | 10472/? [59:42<00:00,  2.92it/s]\nEpoch 0: |          | 10473/? [59:42<00:00,  2.92it/s]\nEpoch 0: |          | 10473/? [59:42<00:00,  2.92it/s]\nEpoch 0: |          | 10474/? [59:43<00:00,  2.92it/s]\nEpoch 0: |          | 10474/? [59:43<00:00,  2.92it/s]\nEpoch 0: |          | 10475/? [59:43<00:00,  2.92it/s]\nEpoch 0: |          | 10475/? [59:43<00:00,  2.92it/s]\nEpoch 0: |          | 10476/? [59:43<00:00,  2.92it/s]\nEpoch 0: |          | 10476/? [59:43<00:00,  2.92it/s]\nEpoch 0: |          | 10477/? [59:44<00:00,  2.92it/s]\nEpoch 0: |          | 10477/? [59:44<00:00,  2.92it/s]\nEpoch 0: |          | 10478/? [59:44<00:00,  2.92it/s]\nEpoch 0: |          | 10478/? [59:44<00:00,  2.92it/s]\nEpoch 0: |          | 10479/? [59:45<00:00,  2.92it/s]\nEpoch 0: |          | 10479/? [59:45<00:00,  2.92it/s]\nEpoch 0: |          | 10480/? [59:45<00:00,  2.92it/s]\nEpoch 0: |          | 10480/? [59:45<00:00,  2.92it/s]\nEpoch 0: |          | 10481/? [59:45<00:00,  2.92it/s]\nEpoch 0: |          | 10481/? [59:45<00:00,  2.92it/s]\nEpoch 0: |          | 10482/? [59:46<00:00,  2.92it/s]\nEpoch 0: |          | 10482/? [59:46<00:00,  2.92it/s]\nEpoch 0: |          | 10483/? [59:46<00:00,  2.92it/s]\nEpoch 0: |          | 10483/? [59:46<00:00,  2.92it/s]\nEpoch 0: |          | 10484/? [59:46<00:00,  2.92it/s]\nEpoch 0: |          | 10484/? [59:46<00:00,  2.92it/s]\nEpoch 0: |          | 10485/? [59:47<00:00,  2.92it/s]\nEpoch 0: |          | 10485/? [59:47<00:00,  2.92it/s]\nEpoch 0: |          | 10486/? [59:47<00:00,  2.92it/s]\nEpoch 0: |          | 10486/? [59:47<00:00,  2.92it/s]\nEpoch 0: |          | 10487/? [59:47<00:00,  2.92it/s]\nEpoch 0: |          | 10487/? [59:47<00:00,  2.92it/s]\nEpoch 0: |          | 10488/? [59:48<00:00,  2.92it/s]\nEpoch 0: |          | 10488/? [59:48<00:00,  2.92it/s]\nEpoch 0: |          | 10489/? [59:48<00:00,  2.92it/s]\nEpoch 0: |          | 10489/? [59:48<00:00,  2.92it/s]\nEpoch 0: |          | 10490/? [59:48<00:00,  2.92it/s]\nEpoch 0: |          | 10490/? [59:48<00:00,  2.92it/s]\nEpoch 0: |          | 10491/? [59:49<00:00,  2.92it/s]\nEpoch 0: |          | 10491/? [59:49<00:00,  2.92it/s]\nEpoch 0: |          | 10492/? [59:49<00:00,  2.92it/s]\nEpoch 0: |          | 10492/? [59:49<00:00,  2.92it/s]\nEpoch 0: |          | 10493/? [59:49<00:00,  2.92it/s]\nEpoch 0: |          | 10493/? [59:49<00:00,  2.92it/s]\nEpoch 0: |          | 10494/? [59:50<00:00,  2.92it/s]\nEpoch 0: |          | 10494/? [59:50<00:00,  2.92it/s]\nEpoch 0: |          | 10495/? [59:50<00:00,  2.92it/s]\nEpoch 0: |          | 10495/? [59:50<00:00,  2.92it/s]\nEpoch 0: |          | 10496/? [59:50<00:00,  2.92it/s]\nEpoch 0: |          | 10496/? [59:50<00:00,  2.92it/s]\nEpoch 0: |          | 10497/? [59:51<00:00,  2.92it/s]\nEpoch 0: |          | 10497/? [59:51<00:00,  2.92it/s]\nEpoch 0: |          | 10498/? [59:51<00:00,  2.92it/s]\nEpoch 0: |          | 10498/? [59:51<00:00,  2.92it/s]\nEpoch 0: |          | 10499/? [59:51<00:00,  2.92it/s]\nEpoch 0: |          | 10499/? [59:51<00:00,  2.92it/s]\nEpoch 0: |          | 10500/? [59:52<00:00,  2.92it/s]\nEpoch 0: |          | 10500/? [59:52<00:00,  2.92it/s]\nEpoch 0: |          | 10501/? [59:52<00:00,  2.92it/s]\nEpoch 0: |          | 10501/? [59:52<00:00,  2.92it/s]\nEpoch 0: |          | 10502/? [59:52<00:00,  2.92it/s]\nEpoch 0: |          | 10502/? [59:52<00:00,  2.92it/s]\nEpoch 0: |          | 10503/? [59:53<00:00,  2.92it/s]\nEpoch 0: |          | 10503/? [59:53<00:00,  2.92it/s]\nEpoch 0: |          | 10504/? [59:53<00:00,  2.92it/s]\nEpoch 0: |          | 10504/? [59:53<00:00,  2.92it/s]\nEpoch 0: |          | 10505/? [59:53<00:00,  2.92it/s]\nEpoch 0: |          | 10505/? [59:53<00:00,  2.92it/s]\nEpoch 0: |          | 10506/? [59:54<00:00,  2.92it/s]\nEpoch 0: |          | 10506/? [59:54<00:00,  2.92it/s]\nEpoch 0: |          | 10507/? [59:54<00:00,  2.92it/s]\nEpoch 0: |          | 10507/? [59:54<00:00,  2.92it/s]\nEpoch 0: |          | 10508/? [59:54<00:00,  2.92it/s]\nEpoch 0: |          | 10508/? [59:54<00:00,  2.92it/s]\nEpoch 0: |          | 10509/? [59:55<00:00,  2.92it/s]\nEpoch 0: |          | 10509/? [59:55<00:00,  2.92it/s]\nEpoch 0: |          | 10510/? [59:55<00:00,  2.92it/s]\nEpoch 0: |          | 10510/? [59:55<00:00,  2.92it/s]\nEpoch 0: |          | 10511/? [59:55<00:00,  2.92it/s]\nEpoch 0: |          | 10511/? [59:55<00:00,  2.92it/s]\nEpoch 0: |          | 10512/? [59:56<00:00,  2.92it/s]\nEpoch 0: |          | 10512/? [59:56<00:00,  2.92it/s]\nEpoch 0: |          | 10513/? [59:56<00:00,  2.92it/s]\nEpoch 0: |          | 10513/? [59:56<00:00,  2.92it/s]\nEpoch 0: |          | 10514/? [59:56<00:00,  2.92it/s]\nEpoch 0: |          | 10514/? [59:56<00:00,  2.92it/s]\nEpoch 0: |          | 10515/? [59:56<00:00,  2.92it/s]\nEpoch 0: |          | 10515/? [59:56<00:00,  2.92it/s]\nEpoch 0: |          | 10516/? [59:57<00:00,  2.92it/s]\nEpoch 0: |          | 10516/? [59:57<00:00,  2.92it/s]\nEpoch 0: |          | 10517/? [59:57<00:00,  2.92it/s]\nEpoch 0: |          | 10517/? [59:57<00:00,  2.92it/s]\nEpoch 0: |          | 10518/? [59:57<00:00,  2.92it/s]\nEpoch 0: |          | 10518/? [59:57<00:00,  2.92it/s]\nEpoch 0: |          | 10519/? [59:58<00:00,  2.92it/s]\nEpoch 0: |          | 10519/? [59:58<00:00,  2.92it/s]\nEpoch 0: |          | 10520/? [59:58<00:00,  2.92it/s]\nEpoch 0: |          | 10520/? [59:58<00:00,  2.92it/s]\nEpoch 0: |          | 10521/? [59:58<00:00,  2.92it/s]\nEpoch 0: |          | 10521/? [59:58<00:00,  2.92it/s]\nEpoch 0: |          | 10522/? [59:59<00:00,  2.92it/s]\nEpoch 0: |          | 10522/? [59:59<00:00,  2.92it/s]\nEpoch 0: |          | 10523/? [59:59<00:00,  2.92it/s]\nEpoch 0: |          | 10523/? [59:59<00:00,  2.92it/s]\nEpoch 0: |          | 10524/? [59:59<00:00,  2.92it/s]\nEpoch 0: |          | 10524/? [59:59<00:00,  2.92it/s]\nEpoch 0: |          | 10525/? [1:00:00<00:00,  2.92it/s]\nEpoch 0: |          | 10525/? [1:00:00<00:00,  2.92it/s]\nEpoch 0: |          | 10526/? [1:00:00<00:00,  2.92it/s]\nEpoch 0: |          | 10526/? [1:00:00<00:00,  2.92it/s]\nEpoch 0: |          | 10527/? [1:00:00<00:00,  2.92it/s]\nEpoch 0: |          | 10527/? [1:00:00<00:00,  2.92it/s]\nEpoch 0: |          | 10528/? [1:00:01<00:00,  2.92it/s]\nEpoch 0: |          | 10528/? [1:00:01<00:00,  2.92it/s]\nEpoch 0: |          | 10529/? [1:00:01<00:00,  2.92it/s]\nEpoch 0: |          | 10529/? [1:00:01<00:00,  2.92it/s]\nEpoch 0: |          | 10530/? [1:00:01<00:00,  2.92it/s]\nEpoch 0: |          | 10530/? [1:00:01<00:00,  2.92it/s]\nEpoch 0: |          | 10531/? [1:00:02<00:00,  2.92it/s]\nEpoch 0: |          | 10531/? [1:00:02<00:00,  2.92it/s]\nEpoch 0: |          | 10532/? [1:00:02<00:00,  2.92it/s]\nEpoch 0: |          | 10532/? [1:00:02<00:00,  2.92it/s]\nEpoch 0: |          | 10533/? [1:00:02<00:00,  2.92it/s]\nEpoch 0: |          | 10533/? [1:00:02<00:00,  2.92it/s]\nEpoch 0: |          | 10534/? [1:00:03<00:00,  2.92it/s]\nEpoch 0: |          | 10534/? [1:00:03<00:00,  2.92it/s]\nEpoch 0: |          | 10535/? [1:00:03<00:00,  2.92it/s]\nEpoch 0: |          | 10535/? [1:00:03<00:00,  2.92it/s]\nEpoch 0: |          | 10536/? [1:00:03<00:00,  2.92it/s]\nEpoch 0: |          | 10536/? [1:00:03<00:00,  2.92it/s]\nEpoch 0: |          | 10537/? [1:00:04<00:00,  2.92it/s]\nEpoch 0: |          | 10537/? [1:00:04<00:00,  2.92it/s]\nEpoch 0: |          | 10538/? [1:00:04<00:00,  2.92it/s]\nEpoch 0: |          | 10538/? [1:00:04<00:00,  2.92it/s]\nEpoch 0: |          | 10539/? [1:00:04<00:00,  2.92it/s]\nEpoch 0: |          | 10539/? [1:00:04<00:00,  2.92it/s]\nEpoch 0: |          | 10540/? [1:00:05<00:00,  2.92it/s]\nEpoch 0: |          | 10540/? [1:00:05<00:00,  2.92it/s]\nEpoch 0: |          | 10541/? [1:00:05<00:00,  2.92it/s]\nEpoch 0: |          | 10541/? [1:00:05<00:00,  2.92it/s]\nEpoch 0: |          | 10542/? [1:00:05<00:00,  2.92it/s]\nEpoch 0: |          | 10542/? [1:00:05<00:00,  2.92it/s]\nEpoch 0: |          | 10543/? [1:00:06<00:00,  2.92it/s]\nEpoch 0: |          | 10543/? [1:00:06<00:00,  2.92it/s]\nEpoch 0: |          | 10544/? [1:00:06<00:00,  2.92it/s]\nEpoch 0: |          | 10544/? [1:00:06<00:00,  2.92it/s]\nEpoch 0: |          | 10545/? [1:00:06<00:00,  2.92it/s]\nEpoch 0: |          | 10545/? [1:00:06<00:00,  2.92it/s]\nEpoch 0: |          | 10546/? [1:00:07<00:00,  2.92it/s]\nEpoch 0: |          | 10546/? [1:00:07<00:00,  2.92it/s]\nEpoch 0: |          | 10547/? [1:00:07<00:00,  2.92it/s]\nEpoch 0: |          | 10547/? [1:00:07<00:00,  2.92it/s]\nEpoch 0: |          | 10548/? [1:00:07<00:00,  2.92it/s]\nEpoch 0: |          | 10548/? [1:00:07<00:00,  2.92it/s]\nEpoch 0: |          | 10549/? [1:00:08<00:00,  2.92it/s]\nEpoch 0: |          | 10549/? [1:00:08<00:00,  2.92it/s]\nEpoch 0: |          | 10550/? [1:00:08<00:00,  2.92it/s]\nEpoch 0: |          | 10550/? [1:00:08<00:00,  2.92it/s]\nEpoch 0: |          | 10551/? [1:00:08<00:00,  2.92it/s]\nEpoch 0: |          | 10551/? [1:00:08<00:00,  2.92it/s]\nEpoch 0: |          | 10552/? [1:00:09<00:00,  2.92it/s]\nEpoch 0: |          | 10552/? [1:00:09<00:00,  2.92it/s]\nEpoch 0: |          | 10553/? [1:00:09<00:00,  2.92it/s]\nEpoch 0: |          | 10553/? [1:00:09<00:00,  2.92it/s]\nEpoch 0: |          | 10554/? [1:00:09<00:00,  2.92it/s]\nEpoch 0: |          | 10554/? [1:00:09<00:00,  2.92it/s]\nEpoch 0: |          | 10555/? [1:00:10<00:00,  2.92it/s]\nEpoch 0: |          | 10555/? [1:00:10<00:00,  2.92it/s]\nEpoch 0: |          | 10556/? [1:00:10<00:00,  2.92it/s]\nEpoch 0: |          | 10556/? [1:00:10<00:00,  2.92it/s]\nEpoch 0: |          | 10557/? [1:00:10<00:00,  2.92it/s]\nEpoch 0: |          | 10557/? [1:00:10<00:00,  2.92it/s]\nEpoch 0: |          | 10558/? [1:00:11<00:00,  2.92it/s]\nEpoch 0: |          | 10558/? [1:00:11<00:00,  2.92it/s]\nEpoch 0: |          | 10559/? [1:00:11<00:00,  2.92it/s]\nEpoch 0: |          | 10559/? [1:00:11<00:00,  2.92it/s]\nEpoch 0: |          | 10560/? [1:00:11<00:00,  2.92it/s]\nEpoch 0: |          | 10560/? [1:00:11<00:00,  2.92it/s]\nEpoch 0: |          | 10561/? [1:00:12<00:00,  2.92it/s]\nEpoch 0: |          | 10561/? [1:00:12<00:00,  2.92it/s]\nEpoch 0: |          | 10562/? [1:00:12<00:00,  2.92it/s]\nEpoch 0: |          | 10562/? [1:00:12<00:00,  2.92it/s]\nEpoch 0: |          | 10563/? [1:00:12<00:00,  2.92it/s]\nEpoch 0: |          | 10563/? [1:00:12<00:00,  2.92it/s]\nEpoch 0: |          | 10564/? [1:00:13<00:00,  2.92it/s]\nEpoch 0: |          | 10564/? [1:00:13<00:00,  2.92it/s]\nEpoch 0: |          | 10565/? [1:00:13<00:00,  2.92it/s]\nEpoch 0: |          | 10565/? [1:00:13<00:00,  2.92it/s]\nEpoch 0: |          | 10566/? [1:00:13<00:00,  2.92it/s]\nEpoch 0: |          | 10566/? [1:00:13<00:00,  2.92it/s]\nEpoch 0: |          | 10567/? [1:00:14<00:00,  2.92it/s]\nEpoch 0: |          | 10567/? [1:00:14<00:00,  2.92it/s]\nEpoch 0: |          | 10568/? [1:00:14<00:00,  2.92it/s]\nEpoch 0: |          | 10568/? [1:00:14<00:00,  2.92it/s]\nEpoch 0: |          | 10569/? [1:00:14<00:00,  2.92it/s]\nEpoch 0: |          | 10569/? [1:00:14<00:00,  2.92it/s]\nEpoch 0: |          | 10570/? [1:00:15<00:00,  2.92it/s]\nEpoch 0: |          | 10570/? [1:00:15<00:00,  2.92it/s]\nEpoch 0: |          | 10571/? [1:00:15<00:00,  2.92it/s]\nEpoch 0: |          | 10571/? [1:00:15<00:00,  2.92it/s]\nEpoch 0: |          | 10572/? [1:00:15<00:00,  2.92it/s]\nEpoch 0: |          | 10572/? [1:00:15<00:00,  2.92it/s]\nEpoch 0: |          | 10573/? [1:00:16<00:00,  2.92it/s]\nEpoch 0: |          | 10573/? [1:00:16<00:00,  2.92it/s]\nEpoch 0: |          | 10574/? [1:00:16<00:00,  2.92it/s]\nEpoch 0: |          | 10574/? [1:00:16<00:00,  2.92it/s]\nEpoch 0: |          | 10575/? [1:00:16<00:00,  2.92it/s]\nEpoch 0: |          | 10575/? [1:00:16<00:00,  2.92it/s]\nEpoch 0: |          | 10576/? [1:00:17<00:00,  2.92it/s]\nEpoch 0: |          | 10576/? [1:00:17<00:00,  2.92it/s]\nEpoch 0: |          | 10577/? [1:00:17<00:00,  2.92it/s]\nEpoch 0: |          | 10577/? [1:00:17<00:00,  2.92it/s]\nEpoch 0: |          | 10578/? [1:00:17<00:00,  2.92it/s]\nEpoch 0: |          | 10578/? [1:00:17<00:00,  2.92it/s]\nEpoch 0: |          | 10579/? [1:00:18<00:00,  2.92it/s]\nEpoch 0: |          | 10579/? [1:00:18<00:00,  2.92it/s]\nEpoch 0: |          | 10580/? [1:00:18<00:00,  2.92it/s]\nEpoch 0: |          | 10580/? [1:00:18<00:00,  2.92it/s]\nEpoch 0: |          | 10581/? [1:00:18<00:00,  2.92it/s]\nEpoch 0: |          | 10581/? [1:00:18<00:00,  2.92it/s]\nEpoch 0: |          | 10582/? [1:00:19<00:00,  2.92it/s]\nEpoch 0: |          | 10582/? [1:00:19<00:00,  2.92it/s]\nEpoch 0: |          | 10583/? [1:00:19<00:00,  2.92it/s]\nEpoch 0: |          | 10583/? [1:00:19<00:00,  2.92it/s]\nEpoch 0: |          | 10584/? [1:00:19<00:00,  2.92it/s]\nEpoch 0: |          | 10584/? [1:00:19<00:00,  2.92it/s]\nEpoch 0: |          | 10585/? [1:00:20<00:00,  2.92it/s]\nEpoch 0: |          | 10585/? [1:00:20<00:00,  2.92it/s]\nEpoch 0: |          | 10586/? [1:00:20<00:00,  2.92it/s]\nEpoch 0: |          | 10586/? [1:00:20<00:00,  2.92it/s]\nEpoch 0: |          | 10587/? [1:00:20<00:00,  2.92it/s]\nEpoch 0: |          | 10587/? [1:00:20<00:00,  2.92it/s]\nEpoch 0: |          | 10588/? [1:00:21<00:00,  2.92it/s]\nEpoch 0: |          | 10588/? [1:00:21<00:00,  2.92it/s]\nEpoch 0: |          | 10589/? [1:00:21<00:00,  2.92it/s]\nEpoch 0: |          | 10589/? [1:00:21<00:00,  2.92it/s]\nEpoch 0: |          | 10590/? [1:00:21<00:00,  2.92it/s]\nEpoch 0: |          | 10590/? [1:00:21<00:00,  2.92it/s]\nEpoch 0: |          | 10591/? [1:00:22<00:00,  2.92it/s]\nEpoch 0: |          | 10591/? [1:00:22<00:00,  2.92it/s]\nEpoch 0: |          | 10592/? [1:00:22<00:00,  2.92it/s]\nEpoch 0: |          | 10592/? [1:00:22<00:00,  2.92it/s]\nEpoch 0: |          | 10593/? [1:00:22<00:00,  2.92it/s]\nEpoch 0: |          | 10593/? [1:00:22<00:00,  2.92it/s]\nEpoch 0: |          | 10594/? [1:00:23<00:00,  2.92it/s]\nEpoch 0: |          | 10594/? [1:00:23<00:00,  2.92it/s]\nEpoch 0: |          | 10595/? [1:00:23<00:00,  2.92it/s]\nEpoch 0: |          | 10595/? [1:00:23<00:00,  2.92it/s]\nEpoch 0: |          | 10596/? [1:00:23<00:00,  2.92it/s]\nEpoch 0: |          | 10596/? [1:00:23<00:00,  2.92it/s]\nEpoch 0: |          | 10597/? [1:00:24<00:00,  2.92it/s]\nEpoch 0: |          | 10597/? [1:00:24<00:00,  2.92it/s]\nEpoch 0: |          | 10598/? [1:00:24<00:00,  2.92it/s]\nEpoch 0: |          | 10598/? [1:00:24<00:00,  2.92it/s]\nEpoch 0: |          | 10599/? [1:00:24<00:00,  2.92it/s]\nEpoch 0: |          | 10599/? [1:00:24<00:00,  2.92it/s]\nEpoch 0: |          | 10600/? [1:00:25<00:00,  2.92it/s]\nEpoch 0: |          | 10600/? [1:00:25<00:00,  2.92it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.95it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.91it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.82it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.30it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 10600/? [1:00:25<00:00,  2.92it/s]\nEpoch 0: |          | 10601/? [1:00:25<00:00,  2.92it/s]\nEpoch 0: |          | 10601/? [1:00:25<00:00,  2.92it/s]\nEpoch 0: |          | 10602/? [1:00:26<00:00,  2.92it/s]\nEpoch 0: |          | 10602/? [1:00:26<00:00,  2.92it/s]\nEpoch 0: |          | 10603/? [1:00:26<00:00,  2.92it/s]\nEpoch 0: |          | 10603/? [1:00:26<00:00,  2.92it/s]\nEpoch 0: |          | 10604/? [1:00:26<00:00,  2.92it/s]\nEpoch 0: |          | 10604/? [1:00:26<00:00,  2.92it/s]\nEpoch 0: |          | 10605/? [1:00:27<00:00,  2.92it/s]\nEpoch 0: |          | 10605/? [1:00:27<00:00,  2.92it/s]\nEpoch 0: |          | 10606/? [1:00:27<00:00,  2.92it/s]\nEpoch 0: |          | 10606/? [1:00:27<00:00,  2.92it/s]\nEpoch 0: |          | 10607/? [1:00:27<00:00,  2.92it/s]\nEpoch 0: |          | 10607/? [1:00:27<00:00,  2.92it/s]\nEpoch 0: |          | 10608/? [1:00:28<00:00,  2.92it/s]\nEpoch 0: |          | 10608/? [1:00:28<00:00,  2.92it/s]\nEpoch 0: |          | 10609/? [1:00:28<00:00,  2.92it/s]\nEpoch 0: |          | 10609/? [1:00:28<00:00,  2.92it/s]\nEpoch 0: |          | 10610/? [1:00:28<00:00,  2.92it/s]\nEpoch 0: |          | 10610/? [1:00:28<00:00,  2.92it/s]\nEpoch 0: |          | 10611/? [1:00:29<00:00,  2.92it/s]\nEpoch 0: |          | 10611/? [1:00:29<00:00,  2.92it/s]\nEpoch 0: |          | 10612/? [1:00:29<00:00,  2.92it/s]\nEpoch 0: |          | 10612/? [1:00:29<00:00,  2.92it/s]\nEpoch 0: |          | 10613/? [1:00:29<00:00,  2.92it/s]\nEpoch 0: |          | 10613/? [1:00:29<00:00,  2.92it/s]\nEpoch 0: |          | 10614/? [1:00:30<00:00,  2.92it/s]\nEpoch 0: |          | 10614/? [1:00:30<00:00,  2.92it/s]\nEpoch 0: |          | 10615/? [1:00:30<00:00,  2.92it/s]\nEpoch 0: |          | 10615/? [1:00:30<00:00,  2.92it/s]\nEpoch 0: |          | 10616/? [1:00:30<00:00,  2.92it/s]\nEpoch 0: |          | 10616/? [1:00:30<00:00,  2.92it/s]\nEpoch 0: |          | 10617/? [1:00:31<00:00,  2.92it/s]\nEpoch 0: |          | 10617/? [1:00:31<00:00,  2.92it/s]\nEpoch 0: |          | 10618/? [1:00:31<00:00,  2.92it/s]\nEpoch 0: |          | 10618/? [1:00:31<00:00,  2.92it/s]\nEpoch 0: |          | 10619/? [1:00:31<00:00,  2.92it/s]\nEpoch 0: |          | 10619/? [1:00:31<00:00,  2.92it/s]\nEpoch 0: |          | 10620/? [1:00:32<00:00,  2.92it/s]\nEpoch 0: |          | 10620/? [1:00:32<00:00,  2.92it/s]\nEpoch 0: |          | 10621/? [1:00:32<00:00,  2.92it/s]\nEpoch 0: |          | 10621/? [1:00:32<00:00,  2.92it/s]\nEpoch 0: |          | 10622/? [1:00:32<00:00,  2.92it/s]\nEpoch 0: |          | 10622/? [1:00:32<00:00,  2.92it/s]\nEpoch 0: |          | 10623/? [1:00:33<00:00,  2.92it/s]\nEpoch 0: |          | 10623/? [1:00:33<00:00,  2.92it/s]\nEpoch 0: |          | 10624/? [1:00:33<00:00,  2.92it/s]\nEpoch 0: |          | 10624/? [1:00:33<00:00,  2.92it/s]\nEpoch 0: |          | 10625/? [1:00:33<00:00,  2.92it/s]\nEpoch 0: |          | 10625/? [1:00:33<00:00,  2.92it/s]\nEpoch 0: |          | 10626/? [1:00:34<00:00,  2.92it/s]\nEpoch 0: |          | 10626/? [1:00:34<00:00,  2.92it/s]\nEpoch 0: |          | 10627/? [1:00:34<00:00,  2.92it/s]\nEpoch 0: |          | 10627/? [1:00:34<00:00,  2.92it/s]\nEpoch 0: |          | 10628/? [1:00:34<00:00,  2.92it/s]\nEpoch 0: |          | 10628/? [1:00:34<00:00,  2.92it/s]\nEpoch 0: |          | 10629/? [1:00:35<00:00,  2.92it/s]\nEpoch 0: |          | 10629/? [1:00:35<00:00,  2.92it/s]\nEpoch 0: |          | 10630/? [1:00:35<00:00,  2.92it/s]\nEpoch 0: |          | 10630/? [1:00:35<00:00,  2.92it/s]\nEpoch 0: |          | 10631/? [1:00:35<00:00,  2.92it/s]\nEpoch 0: |          | 10631/? [1:00:35<00:00,  2.92it/s]\nEpoch 0: |          | 10632/? [1:00:36<00:00,  2.92it/s]\nEpoch 0: |          | 10632/? [1:00:36<00:00,  2.92it/s]\nEpoch 0: |          | 10633/? [1:00:36<00:00,  2.92it/s]\nEpoch 0: |          | 10633/? [1:00:36<00:00,  2.92it/s]\nEpoch 0: |          | 10634/? [1:00:36<00:00,  2.92it/s]\nEpoch 0: |          | 10634/? [1:00:36<00:00,  2.92it/s]\nEpoch 0: |          | 10635/? [1:00:37<00:00,  2.92it/s]\nEpoch 0: |          | 10635/? [1:00:37<00:00,  2.92it/s]\nEpoch 0: |          | 10636/? [1:00:37<00:00,  2.92it/s]\nEpoch 0: |          | 10636/? [1:00:37<00:00,  2.92it/s]\nEpoch 0: |          | 10637/? [1:00:37<00:00,  2.92it/s]\nEpoch 0: |          | 10637/? [1:00:37<00:00,  2.92it/s]\nEpoch 0: |          | 10638/? [1:00:38<00:00,  2.92it/s]\nEpoch 0: |          | 10638/? [1:00:38<00:00,  2.92it/s]\nEpoch 0: |          | 10639/? [1:00:38<00:00,  2.92it/s]\nEpoch 0: |          | 10639/? [1:00:38<00:00,  2.92it/s]\nEpoch 0: |          | 10640/? [1:00:38<00:00,  2.92it/s]\nEpoch 0: |          | 10640/? [1:00:38<00:00,  2.92it/s]\nEpoch 0: |          | 10641/? [1:00:39<00:00,  2.92it/s]\nEpoch 0: |          | 10641/? [1:00:39<00:00,  2.92it/s]\nEpoch 0: |          | 10642/? [1:00:39<00:00,  2.92it/s]\nEpoch 0: |          | 10642/? [1:00:39<00:00,  2.92it/s]\nEpoch 0: |          | 10643/? [1:00:39<00:00,  2.92it/s]\nEpoch 0: |          | 10643/? [1:00:39<00:00,  2.92it/s]\nEpoch 0: |          | 10644/? [1:00:40<00:00,  2.92it/s]\nEpoch 0: |          | 10644/? [1:00:40<00:00,  2.92it/s]\nEpoch 0: |          | 10645/? [1:00:40<00:00,  2.92it/s]\nEpoch 0: |          | 10645/? [1:00:40<00:00,  2.92it/s]\nEpoch 0: |          | 10646/? [1:00:40<00:00,  2.92it/s]\nEpoch 0: |          | 10646/? [1:00:40<00:00,  2.92it/s]\nEpoch 0: |          | 10647/? [1:00:41<00:00,  2.92it/s]\nEpoch 0: |          | 10647/? [1:00:41<00:00,  2.92it/s]\nEpoch 0: |          | 10648/? [1:00:41<00:00,  2.92it/s]\nEpoch 0: |          | 10648/? [1:00:41<00:00,  2.92it/s]\nEpoch 0: |          | 10649/? [1:00:41<00:00,  2.92it/s]\nEpoch 0: |          | 10649/? [1:00:41<00:00,  2.92it/s]\nEpoch 0: |          | 10650/? [1:00:42<00:00,  2.92it/s]\nEpoch 0: |          | 10650/? [1:00:42<00:00,  2.92it/s]\nEpoch 0: |          | 10651/? [1:00:42<00:00,  2.92it/s]\nEpoch 0: |          | 10651/? [1:00:42<00:00,  2.92it/s]\nEpoch 0: |          | 10652/? [1:00:42<00:00,  2.92it/s]\nEpoch 0: |          | 10652/? [1:00:42<00:00,  2.92it/s]\nEpoch 0: |          | 10653/? [1:00:43<00:00,  2.92it/s]\nEpoch 0: |          | 10653/? [1:00:43<00:00,  2.92it/s]\nEpoch 0: |          | 10654/? [1:00:43<00:00,  2.92it/s]\nEpoch 0: |          | 10654/? [1:00:43<00:00,  2.92it/s]\nEpoch 0: |          | 10655/? [1:00:43<00:00,  2.92it/s]\nEpoch 0: |          | 10655/? [1:00:43<00:00,  2.92it/s]\nEpoch 0: |          | 10656/? [1:00:44<00:00,  2.92it/s]\nEpoch 0: |          | 10656/? [1:00:44<00:00,  2.92it/s]\nEpoch 0: |          | 10657/? [1:00:44<00:00,  2.92it/s]\nEpoch 0: |          | 10657/? [1:00:44<00:00,  2.92it/s]\nEpoch 0: |          | 10658/? [1:00:44<00:00,  2.92it/s]\nEpoch 0: |          | 10658/? [1:00:44<00:00,  2.92it/s]\nEpoch 0: |          | 10659/? [1:00:45<00:00,  2.92it/s]\nEpoch 0: |          | 10659/? [1:00:45<00:00,  2.92it/s]\nEpoch 0: |          | 10660/? [1:00:45<00:00,  2.92it/s]\nEpoch 0: |          | 10660/? [1:00:45<00:00,  2.92it/s]\nEpoch 0: |          | 10661/? [1:00:45<00:00,  2.92it/s]\nEpoch 0: |          | 10661/? [1:00:45<00:00,  2.92it/s]\nEpoch 0: |          | 10662/? [1:00:45<00:00,  2.92it/s]\nEpoch 0: |          | 10662/? [1:00:45<00:00,  2.92it/s]\nEpoch 0: |          | 10663/? [1:00:46<00:00,  2.92it/s]\nEpoch 0: |          | 10663/? [1:00:46<00:00,  2.92it/s]\nEpoch 0: |          | 10664/? [1:00:46<00:00,  2.92it/s]\nEpoch 0: |          | 10664/? [1:00:46<00:00,  2.92it/s]\nEpoch 0: |          | 10665/? [1:00:46<00:00,  2.92it/s]\nEpoch 0: |          | 10665/? [1:00:46<00:00,  2.92it/s]\nEpoch 0: |          | 10666/? [1:00:47<00:00,  2.92it/s]\nEpoch 0: |          | 10666/? [1:00:47<00:00,  2.92it/s]\nEpoch 0: |          | 10667/? [1:00:47<00:00,  2.92it/s]\nEpoch 0: |          | 10667/? [1:00:47<00:00,  2.92it/s]\nEpoch 0: |          | 10668/? [1:00:47<00:00,  2.92it/s]\nEpoch 0: |          | 10668/? [1:00:47<00:00,  2.92it/s]\nEpoch 0: |          | 10669/? [1:00:48<00:00,  2.92it/s]\nEpoch 0: |          | 10669/? [1:00:48<00:00,  2.92it/s]\nEpoch 0: |          | 10670/? [1:00:48<00:00,  2.92it/s]\nEpoch 0: |          | 10670/? [1:00:48<00:00,  2.92it/s]\nEpoch 0: |          | 10671/? [1:00:48<00:00,  2.92it/s]\nEpoch 0: |          | 10671/? [1:00:48<00:00,  2.92it/s]\nEpoch 0: |          | 10672/? [1:00:49<00:00,  2.92it/s]\nEpoch 0: |          | 10672/? [1:00:49<00:00,  2.92it/s]\nEpoch 0: |          | 10673/? [1:00:49<00:00,  2.92it/s]\nEpoch 0: |          | 10673/? [1:00:49<00:00,  2.92it/s]\nEpoch 0: |          | 10674/? [1:00:50<00:00,  2.92it/s]\nEpoch 0: |          | 10674/? [1:00:50<00:00,  2.92it/s]\nEpoch 0: |          | 10675/? [1:00:50<00:00,  2.92it/s]\nEpoch 0: |          | 10675/? [1:00:50<00:00,  2.92it/s]\nEpoch 0: |          | 10676/? [1:00:50<00:00,  2.92it/s]\nEpoch 0: |          | 10676/? [1:00:50<00:00,  2.92it/s]\nEpoch 0: |          | 10677/? [1:00:51<00:00,  2.92it/s]\nEpoch 0: |          | 10677/? [1:00:51<00:00,  2.92it/s]\nEpoch 0: |          | 10678/? [1:00:51<00:00,  2.92it/s]\nEpoch 0: |          | 10678/? [1:00:51<00:00,  2.92it/s]\nEpoch 0: |          | 10679/? [1:00:51<00:00,  2.92it/s]\nEpoch 0: |          | 10679/? [1:00:51<00:00,  2.92it/s]\nEpoch 0: |          | 10680/? [1:00:52<00:00,  2.92it/s]\nEpoch 0: |          | 10680/? [1:00:52<00:00,  2.92it/s]\nEpoch 0: |          | 10681/? [1:00:52<00:00,  2.92it/s]\nEpoch 0: |          | 10681/? [1:00:52<00:00,  2.92it/s]\nEpoch 0: |          | 10682/? [1:00:52<00:00,  2.92it/s]\nEpoch 0: |          | 10682/? [1:00:52<00:00,  2.92it/s]\nEpoch 0: |          | 10683/? [1:00:53<00:00,  2.92it/s]\nEpoch 0: |          | 10683/? [1:00:53<00:00,  2.92it/s]\nEpoch 0: |          | 10684/? [1:00:53<00:00,  2.92it/s]\nEpoch 0: |          | 10684/? [1:00:53<00:00,  2.92it/s]\nEpoch 0: |          | 10685/? [1:00:53<00:00,  2.92it/s]\nEpoch 0: |          | 10685/? [1:00:53<00:00,  2.92it/s]\nEpoch 0: |          | 10686/? [1:00:54<00:00,  2.92it/s]\nEpoch 0: |          | 10686/? [1:00:54<00:00,  2.92it/s]\nEpoch 0: |          | 10687/? [1:00:54<00:00,  2.92it/s]\nEpoch 0: |          | 10687/? [1:00:54<00:00,  2.92it/s]\nEpoch 0: |          | 10688/? [1:00:54<00:00,  2.92it/s]\nEpoch 0: |          | 10688/? [1:00:54<00:00,  2.92it/s]\nEpoch 0: |          | 10689/? [1:00:55<00:00,  2.92it/s]\nEpoch 0: |          | 10689/? [1:00:55<00:00,  2.92it/s]\nEpoch 0: |          | 10690/? [1:00:55<00:00,  2.92it/s]\nEpoch 0: |          | 10690/? [1:00:55<00:00,  2.92it/s]\nEpoch 0: |          | 10691/? [1:00:55<00:00,  2.92it/s]\nEpoch 0: |          | 10691/? [1:00:55<00:00,  2.92it/s]\nEpoch 0: |          | 10692/? [1:00:55<00:00,  2.92it/s]\nEpoch 0: |          | 10692/? [1:00:55<00:00,  2.92it/s]\nEpoch 0: |          | 10693/? [1:00:56<00:00,  2.92it/s]\nEpoch 0: |          | 10693/? [1:00:56<00:00,  2.92it/s]\nEpoch 0: |          | 10694/? [1:00:56<00:00,  2.92it/s]\nEpoch 0: |          | 10694/? [1:00:56<00:00,  2.92it/s]\nEpoch 0: |          | 10695/? [1:00:56<00:00,  2.92it/s]\nEpoch 0: |          | 10695/? [1:00:56<00:00,  2.92it/s]\nEpoch 0: |          | 10696/? [1:00:57<00:00,  2.92it/s]\nEpoch 0: |          | 10696/? [1:00:57<00:00,  2.92it/s]\nEpoch 0: |          | 10697/? [1:00:57<00:00,  2.92it/s]\nEpoch 0: |          | 10697/? [1:00:57<00:00,  2.92it/s]\nEpoch 0: |          | 10698/? [1:00:57<00:00,  2.92it/s]\nEpoch 0: |          | 10698/? [1:00:57<00:00,  2.92it/s]\nEpoch 0: |          | 10699/? [1:00:58<00:00,  2.92it/s]\nEpoch 0: |          | 10699/? [1:00:58<00:00,  2.92it/s]\nEpoch 0: |          | 10700/? [1:00:58<00:00,  2.92it/s]\nEpoch 0: |          | 10700/? [1:00:58<00:00,  2.92it/s]\nEpoch 0: |          | 10701/? [1:00:58<00:00,  2.92it/s]\nEpoch 0: |          | 10701/? [1:00:58<00:00,  2.92it/s]\nEpoch 0: |          | 10702/? [1:00:59<00:00,  2.92it/s]\nEpoch 0: |          | 10702/? [1:00:59<00:00,  2.92it/s]\nEpoch 0: |          | 10703/? [1:00:59<00:00,  2.92it/s]\nEpoch 0: |          | 10703/? [1:00:59<00:00,  2.92it/s]\nEpoch 0: |          | 10704/? [1:00:59<00:00,  2.92it/s]\nEpoch 0: |          | 10704/? [1:00:59<00:00,  2.92it/s]\nEpoch 0: |          | 10705/? [1:01:00<00:00,  2.92it/s]\nEpoch 0: |          | 10705/? [1:01:00<00:00,  2.92it/s]\nEpoch 0: |          | 10706/? [1:01:00<00:00,  2.92it/s]\nEpoch 0: |          | 10706/? [1:01:00<00:00,  2.92it/s]\nEpoch 0: |          | 10707/? [1:01:00<00:00,  2.92it/s]\nEpoch 0: |          | 10707/? [1:01:00<00:00,  2.92it/s]\nEpoch 0: |          | 10708/? [1:01:01<00:00,  2.92it/s]\nEpoch 0: |          | 10708/? [1:01:01<00:00,  2.92it/s]\nEpoch 0: |          | 10709/? [1:01:01<00:00,  2.92it/s]\nEpoch 0: |          | 10709/? [1:01:01<00:00,  2.92it/s]\nEpoch 0: |          | 10710/? [1:01:01<00:00,  2.92it/s]\nEpoch 0: |          | 10710/? [1:01:01<00:00,  2.92it/s]\nEpoch 0: |          | 10711/? [1:01:02<00:00,  2.92it/s]\nEpoch 0: |          | 10711/? [1:01:02<00:00,  2.92it/s]\nEpoch 0: |          | 10712/? [1:01:02<00:00,  2.92it/s]\nEpoch 0: |          | 10712/? [1:01:02<00:00,  2.92it/s]\nEpoch 0: |          | 10713/? [1:01:02<00:00,  2.92it/s]\nEpoch 0: |          | 10713/? [1:01:02<00:00,  2.92it/s]\nEpoch 0: |          | 10714/? [1:01:03<00:00,  2.92it/s]\nEpoch 0: |          | 10714/? [1:01:03<00:00,  2.92it/s]\nEpoch 0: |          | 10715/? [1:01:03<00:00,  2.92it/s]\nEpoch 0: |          | 10715/? [1:01:03<00:00,  2.92it/s]\nEpoch 0: |          | 10716/? [1:01:03<00:00,  2.92it/s]\nEpoch 0: |          | 10716/? [1:01:03<00:00,  2.92it/s]\nEpoch 0: |          | 10717/? [1:01:04<00:00,  2.92it/s]\nEpoch 0: |          | 10717/? [1:01:04<00:00,  2.92it/s]\nEpoch 0: |          | 10718/? [1:01:04<00:00,  2.92it/s]\nEpoch 0: |          | 10718/? [1:01:04<00:00,  2.92it/s]\nEpoch 0: |          | 10719/? [1:01:04<00:00,  2.92it/s]\nEpoch 0: |          | 10719/? [1:01:04<00:00,  2.92it/s]\nEpoch 0: |          | 10720/? [1:01:05<00:00,  2.92it/s]\nEpoch 0: |          | 10720/? [1:01:05<00:00,  2.92it/s]\nEpoch 0: |          | 10721/? [1:01:05<00:00,  2.92it/s]\nEpoch 0: |          | 10721/? [1:01:05<00:00,  2.92it/s]\nEpoch 0: |          | 10722/? [1:01:05<00:00,  2.92it/s]\nEpoch 0: |          | 10722/? [1:01:05<00:00,  2.92it/s]\nEpoch 0: |          | 10723/? [1:01:06<00:00,  2.92it/s]\nEpoch 0: |          | 10723/? [1:01:06<00:00,  2.92it/s]\nEpoch 0: |          | 10724/? [1:01:06<00:00,  2.92it/s]\nEpoch 0: |          | 10724/? [1:01:06<00:00,  2.92it/s]\nEpoch 0: |          | 10725/? [1:01:06<00:00,  2.92it/s]\nEpoch 0: |          | 10725/? [1:01:06<00:00,  2.92it/s]\nEpoch 0: |          | 10726/? [1:01:07<00:00,  2.92it/s]\nEpoch 0: |          | 10726/? [1:01:07<00:00,  2.92it/s]\nEpoch 0: |          | 10727/? [1:01:07<00:00,  2.92it/s]\nEpoch 0: |          | 10727/? [1:01:07<00:00,  2.92it/s]\nEpoch 0: |          | 10728/? [1:01:07<00:00,  2.92it/s]\nEpoch 0: |          | 10728/? [1:01:07<00:00,  2.92it/s]\nEpoch 0: |          | 10729/? [1:01:08<00:00,  2.92it/s]\nEpoch 0: |          | 10729/? [1:01:08<00:00,  2.92it/s]\nEpoch 0: |          | 10730/? [1:01:08<00:00,  2.92it/s]\nEpoch 0: |          | 10730/? [1:01:08<00:00,  2.92it/s]\nEpoch 0: |          | 10731/? [1:01:08<00:00,  2.92it/s]\nEpoch 0: |          | 10731/? [1:01:08<00:00,  2.92it/s]\nEpoch 0: |          | 10732/? [1:01:09<00:00,  2.92it/s]\nEpoch 0: |          | 10732/? [1:01:09<00:00,  2.92it/s]\nEpoch 0: |          | 10733/? [1:01:09<00:00,  2.92it/s]\nEpoch 0: |          | 10733/? [1:01:09<00:00,  2.92it/s]\nEpoch 0: |          | 10734/? [1:01:09<00:00,  2.92it/s]\nEpoch 0: |          | 10734/? [1:01:09<00:00,  2.92it/s]\nEpoch 0: |          | 10735/? [1:01:10<00:00,  2.92it/s]\nEpoch 0: |          | 10735/? [1:01:10<00:00,  2.92it/s]\nEpoch 0: |          | 10736/? [1:01:10<00:00,  2.92it/s]\nEpoch 0: |          | 10736/? [1:01:10<00:00,  2.92it/s]\nEpoch 0: |          | 10737/? [1:01:10<00:00,  2.92it/s]\nEpoch 0: |          | 10737/? [1:01:10<00:00,  2.92it/s]\nEpoch 0: |          | 10738/? [1:01:11<00:00,  2.92it/s]\nEpoch 0: |          | 10738/? [1:01:11<00:00,  2.92it/s]\nEpoch 0: |          | 10739/? [1:01:11<00:00,  2.92it/s]\nEpoch 0: |          | 10739/? [1:01:11<00:00,  2.92it/s]\nEpoch 0: |          | 10740/? [1:01:11<00:00,  2.92it/s]\nEpoch 0: |          | 10740/? [1:01:11<00:00,  2.92it/s]\nEpoch 0: |          | 10741/? [1:01:12<00:00,  2.92it/s]\nEpoch 0: |          | 10741/? [1:01:12<00:00,  2.92it/s]\nEpoch 0: |          | 10742/? [1:01:12<00:00,  2.92it/s]\nEpoch 0: |          | 10742/? [1:01:12<00:00,  2.92it/s]\nEpoch 0: |          | 10743/? [1:01:12<00:00,  2.92it/s]\nEpoch 0: |          | 10743/? [1:01:12<00:00,  2.92it/s]\nEpoch 0: |          | 10744/? [1:01:13<00:00,  2.92it/s]\nEpoch 0: |          | 10744/? [1:01:13<00:00,  2.92it/s]\nEpoch 0: |          | 10745/? [1:01:13<00:00,  2.92it/s]\nEpoch 0: |          | 10745/? [1:01:13<00:00,  2.92it/s]\nEpoch 0: |          | 10746/? [1:01:13<00:00,  2.92it/s]\nEpoch 0: |          | 10746/? [1:01:13<00:00,  2.92it/s]\nEpoch 0: |          | 10747/? [1:01:14<00:00,  2.92it/s]\nEpoch 0: |          | 10747/? [1:01:14<00:00,  2.92it/s]\nEpoch 0: |          | 10748/? [1:01:14<00:00,  2.92it/s]\nEpoch 0: |          | 10748/? [1:01:14<00:00,  2.92it/s]\nEpoch 0: |          | 10749/? [1:01:14<00:00,  2.92it/s]\nEpoch 0: |          | 10749/? [1:01:14<00:00,  2.92it/s]\nEpoch 0: |          | 10750/? [1:01:15<00:00,  2.92it/s]\nEpoch 0: |          | 10750/? [1:01:15<00:00,  2.92it/s]\nEpoch 0: |          | 10751/? [1:01:15<00:00,  2.92it/s]\nEpoch 0: |          | 10751/? [1:01:15<00:00,  2.92it/s]\nEpoch 0: |          | 10752/? [1:01:15<00:00,  2.92it/s]\nEpoch 0: |          | 10752/? [1:01:15<00:00,  2.92it/s]\nEpoch 0: |          | 10753/? [1:01:16<00:00,  2.92it/s]\nEpoch 0: |          | 10753/? [1:01:16<00:00,  2.92it/s]\nEpoch 0: |          | 10754/? [1:01:16<00:00,  2.92it/s]\nEpoch 0: |          | 10754/? [1:01:16<00:00,  2.92it/s]\nEpoch 0: |          | 10755/? [1:01:16<00:00,  2.92it/s]\nEpoch 0: |          | 10755/? [1:01:16<00:00,  2.92it/s]\nEpoch 0: |          | 10756/? [1:01:17<00:00,  2.92it/s]\nEpoch 0: |          | 10756/? [1:01:17<00:00,  2.92it/s]\nEpoch 0: |          | 10757/? [1:01:17<00:00,  2.92it/s]\nEpoch 0: |          | 10757/? [1:01:17<00:00,  2.92it/s]\nEpoch 0: |          | 10758/? [1:01:17<00:00,  2.92it/s]\nEpoch 0: |          | 10758/? [1:01:17<00:00,  2.92it/s]\nEpoch 0: |          | 10759/? [1:01:18<00:00,  2.92it/s]\nEpoch 0: |          | 10759/? [1:01:18<00:00,  2.92it/s]\nEpoch 0: |          | 10760/? [1:01:18<00:00,  2.92it/s]\nEpoch 0: |          | 10760/? [1:01:18<00:00,  2.92it/s]\nEpoch 0: |          | 10761/? [1:01:19<00:00,  2.92it/s]\nEpoch 0: |          | 10761/? [1:01:19<00:00,  2.92it/s]\nEpoch 0: |          | 10762/? [1:01:19<00:00,  2.92it/s]\nEpoch 0: |          | 10762/? [1:01:19<00:00,  2.92it/s]\nEpoch 0: |          | 10763/? [1:01:19<00:00,  2.92it/s]\nEpoch 0: |          | 10763/? [1:01:19<00:00,  2.92it/s]\nEpoch 0: |          | 10764/? [1:01:20<00:00,  2.92it/s]\nEpoch 0: |          | 10764/? [1:01:20<00:00,  2.92it/s]\nEpoch 0: |          | 10765/? [1:01:20<00:00,  2.92it/s]\nEpoch 0: |          | 10765/? [1:01:20<00:00,  2.92it/s]\nEpoch 0: |          | 10766/? [1:01:20<00:00,  2.92it/s]\nEpoch 0: |          | 10766/? [1:01:20<00:00,  2.92it/s]\nEpoch 0: |          | 10767/? [1:01:21<00:00,  2.92it/s]\nEpoch 0: |          | 10767/? [1:01:21<00:00,  2.92it/s]\nEpoch 0: |          | 10768/? [1:01:21<00:00,  2.92it/s]\nEpoch 0: |          | 10768/? [1:01:21<00:00,  2.92it/s]\nEpoch 0: |          | 10769/? [1:01:21<00:00,  2.92it/s]\nEpoch 0: |          | 10769/? [1:01:21<00:00,  2.92it/s]\nEpoch 0: |          | 10770/? [1:01:22<00:00,  2.92it/s]\nEpoch 0: |          | 10770/? [1:01:22<00:00,  2.92it/s]\nEpoch 0: |          | 10771/? [1:01:22<00:00,  2.92it/s]\nEpoch 0: |          | 10771/? [1:01:22<00:00,  2.92it/s]\nEpoch 0: |          | 10772/? [1:01:22<00:00,  2.93it/s]\nEpoch 0: |          | 10772/? [1:01:22<00:00,  2.93it/s]\nEpoch 0: |          | 10773/? [1:01:23<00:00,  2.93it/s]\nEpoch 0: |          | 10773/? [1:01:23<00:00,  2.93it/s]\nEpoch 0: |          | 10774/? [1:01:23<00:00,  2.93it/s]\nEpoch 0: |          | 10774/? [1:01:23<00:00,  2.93it/s]\nEpoch 0: |          | 10775/? [1:01:23<00:00,  2.92it/s]\nEpoch 0: |          | 10775/? [1:01:23<00:00,  2.92it/s]\nEpoch 0: |          | 10776/? [1:01:24<00:00,  2.93it/s]\nEpoch 0: |          | 10776/? [1:01:24<00:00,  2.93it/s]\nEpoch 0: |          | 10777/? [1:01:24<00:00,  2.93it/s]\nEpoch 0: |          | 10777/? [1:01:24<00:00,  2.93it/s]\nEpoch 0: |          | 10778/? [1:01:24<00:00,  2.93it/s]\nEpoch 0: |          | 10778/? [1:01:24<00:00,  2.93it/s]\nEpoch 0: |          | 10779/? [1:01:25<00:00,  2.93it/s]\nEpoch 0: |          | 10779/? [1:01:25<00:00,  2.93it/s]\nEpoch 0: |          | 10780/? [1:01:25<00:00,  2.93it/s]\nEpoch 0: |          | 10780/? [1:01:25<00:00,  2.93it/s]\nEpoch 0: |          | 10781/? [1:01:25<00:00,  2.93it/s]\nEpoch 0: |          | 10781/? [1:01:25<00:00,  2.93it/s]\nEpoch 0: |          | 10782/? [1:01:26<00:00,  2.93it/s]\nEpoch 0: |          | 10782/? [1:01:26<00:00,  2.93it/s]\nEpoch 0: |          | 10783/? [1:01:26<00:00,  2.93it/s]\nEpoch 0: |          | 10783/? [1:01:26<00:00,  2.93it/s]\nEpoch 0: |          | 10784/? [1:01:26<00:00,  2.93it/s]\nEpoch 0: |          | 10784/? [1:01:26<00:00,  2.93it/s]\nEpoch 0: |          | 10785/? [1:01:27<00:00,  2.93it/s]\nEpoch 0: |          | 10785/? [1:01:27<00:00,  2.93it/s]\nEpoch 0: |          | 10786/? [1:01:27<00:00,  2.93it/s]\nEpoch 0: |          | 10786/? [1:01:27<00:00,  2.93it/s]\nEpoch 0: |          | 10787/? [1:01:27<00:00,  2.93it/s]\nEpoch 0: |          | 10787/? [1:01:27<00:00,  2.93it/s]\nEpoch 0: |          | 10788/? [1:01:27<00:00,  2.93it/s]\nEpoch 0: |          | 10788/? [1:01:27<00:00,  2.93it/s]\nEpoch 0: |          | 10789/? [1:01:28<00:00,  2.93it/s]\nEpoch 0: |          | 10789/? [1:01:28<00:00,  2.93it/s]\nEpoch 0: |          | 10790/? [1:01:28<00:00,  2.93it/s]\nEpoch 0: |          | 10790/? [1:01:28<00:00,  2.93it/s]\nEpoch 0: |          | 10791/? [1:01:28<00:00,  2.93it/s]\nEpoch 0: |          | 10791/? [1:01:28<00:00,  2.93it/s]\nEpoch 0: |          | 10792/? [1:01:29<00:00,  2.93it/s]\nEpoch 0: |          | 10792/? [1:01:29<00:00,  2.93it/s]\nEpoch 0: |          | 10793/? [1:01:29<00:00,  2.93it/s]\nEpoch 0: |          | 10793/? [1:01:29<00:00,  2.93it/s]\nEpoch 0: |          | 10794/? [1:01:29<00:00,  2.93it/s]\nEpoch 0: |          | 10794/? [1:01:29<00:00,  2.93it/s]\nEpoch 0: |          | 10795/? [1:01:30<00:00,  2.93it/s]\nEpoch 0: |          | 10795/? [1:01:30<00:00,  2.93it/s]\nEpoch 0: |          | 10796/? [1:01:30<00:00,  2.93it/s]\nEpoch 0: |          | 10796/? [1:01:30<00:00,  2.93it/s]\nEpoch 0: |          | 10797/? [1:01:30<00:00,  2.93it/s]\nEpoch 0: |          | 10797/? [1:01:30<00:00,  2.93it/s]\nEpoch 0: |          | 10798/? [1:01:31<00:00,  2.93it/s]\nEpoch 0: |          | 10798/? [1:01:31<00:00,  2.93it/s]\nEpoch 0: |          | 10799/? [1:01:31<00:00,  2.93it/s]\nEpoch 0: |          | 10799/? [1:01:31<00:00,  2.93it/s]\nEpoch 0: |          | 10800/? [1:01:31<00:00,  2.93it/s]\nEpoch 0: |          | 10800/? [1:01:31<00:00,  2.93it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.33it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.20it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.00it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.76it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 10800/? [1:01:32<00:00,  2.93it/s]\nEpoch 0: |          | 10801/? [1:01:32<00:00,  2.93it/s]\nEpoch 0: |          | 10801/? [1:01:32<00:00,  2.93it/s]\nEpoch 0: |          | 10802/? [1:01:32<00:00,  2.93it/s]\nEpoch 0: |          | 10802/? [1:01:32<00:00,  2.93it/s]\nEpoch 0: |          | 10803/? [1:01:33<00:00,  2.93it/s]\nEpoch 0: |          | 10803/? [1:01:33<00:00,  2.93it/s]\nEpoch 0: |          | 10804/? [1:01:33<00:00,  2.93it/s]\nEpoch 0: |          | 10804/? [1:01:33<00:00,  2.93it/s]\nEpoch 0: |          | 10805/? [1:01:33<00:00,  2.93it/s]\nEpoch 0: |          | 10805/? [1:01:33<00:00,  2.93it/s]\nEpoch 0: |          | 10806/? [1:01:34<00:00,  2.93it/s]\nEpoch 0: |          | 10806/? [1:01:34<00:00,  2.93it/s]\nEpoch 0: |          | 10807/? [1:01:34<00:00,  2.93it/s]\nEpoch 0: |          | 10807/? [1:01:34<00:00,  2.93it/s]\nEpoch 0: |          | 10808/? [1:01:34<00:00,  2.93it/s]\nEpoch 0: |          | 10808/? [1:01:34<00:00,  2.93it/s]\nEpoch 0: |          | 10809/? [1:01:35<00:00,  2.93it/s]\nEpoch 0: |          | 10809/? [1:01:35<00:00,  2.93it/s]\nEpoch 0: |          | 10810/? [1:01:35<00:00,  2.93it/s]\nEpoch 0: |          | 10810/? [1:01:35<00:00,  2.93it/s]\nEpoch 0: |          | 10811/? [1:01:35<00:00,  2.93it/s]\nEpoch 0: |          | 10811/? [1:01:35<00:00,  2.93it/s]\nEpoch 0: |          | 10812/? [1:01:36<00:00,  2.93it/s]\nEpoch 0: |          | 10812/? [1:01:36<00:00,  2.93it/s]\nEpoch 0: |          | 10813/? [1:01:36<00:00,  2.93it/s]\nEpoch 0: |          | 10813/? [1:01:36<00:00,  2.93it/s]\nEpoch 0: |          | 10814/? [1:01:36<00:00,  2.93it/s]\nEpoch 0: |          | 10814/? [1:01:36<00:00,  2.93it/s]\nEpoch 0: |          | 10815/? [1:01:37<00:00,  2.93it/s]\nEpoch 0: |          | 10815/? [1:01:37<00:00,  2.93it/s]\nEpoch 0: |          | 10816/? [1:01:37<00:00,  2.93it/s]\nEpoch 0: |          | 10816/? [1:01:37<00:00,  2.93it/s]\nEpoch 0: |          | 10817/? [1:01:37<00:00,  2.93it/s]\nEpoch 0: |          | 10817/? [1:01:37<00:00,  2.93it/s]\nEpoch 0: |          | 10818/? [1:01:38<00:00,  2.93it/s]\nEpoch 0: |          | 10818/? [1:01:38<00:00,  2.93it/s]\nEpoch 0: |          | 10819/? [1:01:38<00:00,  2.93it/s]\nEpoch 0: |          | 10819/? [1:01:38<00:00,  2.93it/s]\nEpoch 0: |          | 10820/? [1:01:38<00:00,  2.93it/s]\nEpoch 0: |          | 10820/? [1:01:38<00:00,  2.93it/s]\nEpoch 0: |          | 10821/? [1:01:39<00:00,  2.93it/s]\nEpoch 0: |          | 10821/? [1:01:39<00:00,  2.93it/s]\nEpoch 0: |          | 10822/? [1:01:39<00:00,  2.93it/s]\nEpoch 0: |          | 10822/? [1:01:39<00:00,  2.93it/s]\nEpoch 0: |          | 10823/? [1:01:39<00:00,  2.93it/s]\nEpoch 0: |          | 10823/? [1:01:39<00:00,  2.93it/s]\nEpoch 0: |          | 10824/? [1:01:40<00:00,  2.93it/s]\nEpoch 0: |          | 10824/? [1:01:40<00:00,  2.93it/s]\nEpoch 0: |          | 10825/? [1:01:40<00:00,  2.93it/s]\nEpoch 0: |          | 10825/? [1:01:40<00:00,  2.93it/s]\nEpoch 0: |          | 10826/? [1:01:40<00:00,  2.93it/s]\nEpoch 0: |          | 10826/? [1:01:40<00:00,  2.93it/s]\nEpoch 0: |          | 10827/? [1:01:41<00:00,  2.93it/s]\nEpoch 0: |          | 10827/? [1:01:41<00:00,  2.93it/s]\nEpoch 0: |          | 10828/? [1:01:41<00:00,  2.93it/s]\nEpoch 0: |          | 10828/? [1:01:41<00:00,  2.93it/s]\nEpoch 0: |          | 10829/? [1:01:41<00:00,  2.93it/s]\nEpoch 0: |          | 10829/? [1:01:41<00:00,  2.93it/s]\nEpoch 0: |          | 10830/? [1:01:42<00:00,  2.93it/s]\nEpoch 0: |          | 10830/? [1:01:42<00:00,  2.93it/s]\nEpoch 0: |          | 10831/? [1:01:42<00:00,  2.93it/s]\nEpoch 0: |          | 10831/? [1:01:42<00:00,  2.93it/s]\nEpoch 0: |          | 10832/? [1:01:42<00:00,  2.93it/s]\nEpoch 0: |          | 10832/? [1:01:42<00:00,  2.93it/s]\nEpoch 0: |          | 10833/? [1:01:43<00:00,  2.93it/s]\nEpoch 0: |          | 10833/? [1:01:43<00:00,  2.93it/s]\nEpoch 0: |          | 10834/? [1:01:43<00:00,  2.93it/s]\nEpoch 0: |          | 10834/? [1:01:43<00:00,  2.93it/s]\nEpoch 0: |          | 10835/? [1:01:43<00:00,  2.93it/s]\nEpoch 0: |          | 10835/? [1:01:43<00:00,  2.93it/s]\nEpoch 0: |          | 10836/? [1:01:43<00:00,  2.93it/s]\nEpoch 0: |          | 10836/? [1:01:43<00:00,  2.93it/s]\nEpoch 0: |          | 10837/? [1:01:44<00:00,  2.93it/s]\nEpoch 0: |          | 10837/? [1:01:44<00:00,  2.93it/s]\nEpoch 0: |          | 10838/? [1:01:44<00:00,  2.93it/s]\nEpoch 0: |          | 10838/? [1:01:44<00:00,  2.93it/s]\nEpoch 0: |          | 10839/? [1:01:44<00:00,  2.93it/s]\nEpoch 0: |          | 10839/? [1:01:44<00:00,  2.93it/s]\nEpoch 0: |          | 10840/? [1:01:45<00:00,  2.93it/s]\nEpoch 0: |          | 10840/? [1:01:45<00:00,  2.93it/s]\nEpoch 0: |          | 10841/? [1:01:45<00:00,  2.93it/s]\nEpoch 0: |          | 10841/? [1:01:45<00:00,  2.93it/s]\nEpoch 0: |          | 10842/? [1:01:45<00:00,  2.93it/s]\nEpoch 0: |          | 10842/? [1:01:45<00:00,  2.93it/s]\nEpoch 0: |          | 10843/? [1:01:46<00:00,  2.93it/s]\nEpoch 0: |          | 10843/? [1:01:46<00:00,  2.93it/s]\nEpoch 0: |          | 10844/? [1:01:46<00:00,  2.93it/s]\nEpoch 0: |          | 10844/? [1:01:46<00:00,  2.93it/s]\nEpoch 0: |          | 10845/? [1:01:46<00:00,  2.93it/s]\nEpoch 0: |          | 10845/? [1:01:46<00:00,  2.93it/s]\nEpoch 0: |          | 10846/? [1:01:47<00:00,  2.93it/s]\nEpoch 0: |          | 10846/? [1:01:47<00:00,  2.93it/s]\nEpoch 0: |          | 10847/? [1:01:47<00:00,  2.93it/s]\nEpoch 0: |          | 10847/? [1:01:47<00:00,  2.93it/s]\nEpoch 0: |          | 10848/? [1:01:47<00:00,  2.93it/s]\nEpoch 0: |          | 10848/? [1:01:47<00:00,  2.93it/s]\nEpoch 0: |          | 10849/? [1:01:48<00:00,  2.93it/s]\nEpoch 0: |          | 10849/? [1:01:48<00:00,  2.93it/s]\nEpoch 0: |          | 10850/? [1:01:48<00:00,  2.93it/s]\nEpoch 0: |          | 10850/? [1:01:48<00:00,  2.93it/s]\nEpoch 0: |          | 10851/? [1:01:48<00:00,  2.93it/s]\nEpoch 0: |          | 10851/? [1:01:48<00:00,  2.93it/s]\nEpoch 0: |          | 10852/? [1:01:49<00:00,  2.93it/s]\nEpoch 0: |          | 10852/? [1:01:49<00:00,  2.93it/s]\nEpoch 0: |          | 10853/? [1:01:49<00:00,  2.93it/s]\nEpoch 0: |          | 10853/? [1:01:49<00:00,  2.93it/s]\nEpoch 0: |          | 10854/? [1:01:49<00:00,  2.93it/s]\nEpoch 0: |          | 10854/? [1:01:49<00:00,  2.93it/s]\nEpoch 0: |          | 10855/? [1:01:50<00:00,  2.93it/s]\nEpoch 0: |          | 10855/? [1:01:50<00:00,  2.93it/s]\nEpoch 0: |          | 10856/? [1:01:50<00:00,  2.93it/s]\nEpoch 0: |          | 10856/? [1:01:50<00:00,  2.93it/s]\nEpoch 0: |          | 10857/? [1:01:50<00:00,  2.93it/s]\nEpoch 0: |          | 10857/? [1:01:50<00:00,  2.93it/s]\nEpoch 0: |          | 10858/? [1:01:51<00:00,  2.93it/s]\nEpoch 0: |          | 10858/? [1:01:51<00:00,  2.93it/s]\nEpoch 0: |          | 10859/? [1:01:51<00:00,  2.93it/s]\nEpoch 0: |          | 10859/? [1:01:51<00:00,  2.93it/s]\nEpoch 0: |          | 10860/? [1:01:52<00:00,  2.93it/s]\nEpoch 0: |          | 10860/? [1:01:52<00:00,  2.93it/s]\nEpoch 0: |          | 10861/? [1:01:52<00:00,  2.93it/s]\nEpoch 0: |          | 10861/? [1:01:52<00:00,  2.93it/s]\nEpoch 0: |          | 10862/? [1:01:52<00:00,  2.93it/s]\nEpoch 0: |          | 10862/? [1:01:52<00:00,  2.93it/s]\nEpoch 0: |          | 10863/? [1:01:53<00:00,  2.93it/s]\nEpoch 0: |          | 10863/? [1:01:53<00:00,  2.93it/s]\nEpoch 0: |          | 10864/? [1:01:53<00:00,  2.93it/s]\nEpoch 0: |          | 10864/? [1:01:53<00:00,  2.93it/s]\nEpoch 0: |          | 10865/? [1:01:53<00:00,  2.93it/s]\nEpoch 0: |          | 10865/? [1:01:53<00:00,  2.93it/s]\nEpoch 0: |          | 10866/? [1:01:54<00:00,  2.93it/s]\nEpoch 0: |          | 10866/? [1:01:54<00:00,  2.93it/s]\nEpoch 0: |          | 10867/? [1:01:54<00:00,  2.93it/s]\nEpoch 0: |          | 10867/? [1:01:54<00:00,  2.93it/s]\nEpoch 0: |          | 10868/? [1:01:54<00:00,  2.93it/s]\nEpoch 0: |          | 10868/? [1:01:54<00:00,  2.93it/s]\nEpoch 0: |          | 10869/? [1:01:55<00:00,  2.93it/s]\nEpoch 0: |          | 10869/? [1:01:55<00:00,  2.93it/s]\nEpoch 0: |          | 10870/? [1:01:55<00:00,  2.93it/s]\nEpoch 0: |          | 10870/? [1:01:55<00:00,  2.93it/s]\nEpoch 0: |          | 10871/? [1:01:55<00:00,  2.93it/s]\nEpoch 0: |          | 10871/? [1:01:55<00:00,  2.93it/s]\nEpoch 0: |          | 10872/? [1:01:55<00:00,  2.93it/s]\nEpoch 0: |          | 10872/? [1:01:55<00:00,  2.93it/s]\nEpoch 0: |          | 10873/? [1:01:56<00:00,  2.93it/s]\nEpoch 0: |          | 10873/? [1:01:56<00:00,  2.93it/s]\nEpoch 0: |          | 10874/? [1:01:56<00:00,  2.93it/s]\nEpoch 0: |          | 10874/? [1:01:56<00:00,  2.93it/s]\nEpoch 0: |          | 10875/? [1:01:56<00:00,  2.93it/s]\nEpoch 0: |          | 10875/? [1:01:56<00:00,  2.93it/s]\nEpoch 0: |          | 10876/? [1:01:57<00:00,  2.93it/s]\nEpoch 0: |          | 10876/? [1:01:57<00:00,  2.93it/s]\nEpoch 0: |          | 10877/? [1:01:57<00:00,  2.93it/s]\nEpoch 0: |          | 10877/? [1:01:57<00:00,  2.93it/s]\nEpoch 0: |          | 10878/? [1:01:57<00:00,  2.93it/s]\nEpoch 0: |          | 10878/? [1:01:57<00:00,  2.93it/s]\nEpoch 0: |          | 10879/? [1:01:58<00:00,  2.93it/s]\nEpoch 0: |          | 10879/? [1:01:58<00:00,  2.93it/s]\nEpoch 0: |          | 10880/? [1:01:58<00:00,  2.93it/s]\nEpoch 0: |          | 10880/? [1:01:58<00:00,  2.93it/s]\nEpoch 0: |          | 10881/? [1:01:58<00:00,  2.93it/s]\nEpoch 0: |          | 10881/? [1:01:58<00:00,  2.93it/s]\nEpoch 0: |          | 10882/? [1:01:59<00:00,  2.93it/s]\nEpoch 0: |          | 10882/? [1:01:59<00:00,  2.93it/s]\nEpoch 0: |          | 10883/? [1:01:59<00:00,  2.93it/s]\nEpoch 0: |          | 10883/? [1:01:59<00:00,  2.93it/s]\nEpoch 0: |          | 10884/? [1:01:59<00:00,  2.93it/s]\nEpoch 0: |          | 10884/? [1:01:59<00:00,  2.93it/s]\nEpoch 0: |          | 10885/? [1:02:00<00:00,  2.93it/s]\nEpoch 0: |          | 10885/? [1:02:00<00:00,  2.93it/s]\nEpoch 0: |          | 10886/? [1:02:00<00:00,  2.93it/s]\nEpoch 0: |          | 10886/? [1:02:00<00:00,  2.93it/s]\nEpoch 0: |          | 10887/? [1:02:00<00:00,  2.93it/s]\nEpoch 0: |          | 10887/? [1:02:00<00:00,  2.93it/s]\nEpoch 0: |          | 10888/? [1:02:01<00:00,  2.93it/s]\nEpoch 0: |          | 10888/? [1:02:01<00:00,  2.93it/s]\nEpoch 0: |          | 10889/? [1:02:01<00:00,  2.93it/s]\nEpoch 0: |          | 10889/? [1:02:01<00:00,  2.93it/s]\nEpoch 0: |          | 10890/? [1:02:01<00:00,  2.93it/s]\nEpoch 0: |          | 10890/? [1:02:01<00:00,  2.93it/s]\nEpoch 0: |          | 10891/? [1:02:02<00:00,  2.93it/s]\nEpoch 0: |          | 10891/? [1:02:02<00:00,  2.93it/s]\nEpoch 0: |          | 10892/? [1:02:02<00:00,  2.93it/s]\nEpoch 0: |          | 10892/? [1:02:02<00:00,  2.93it/s]\nEpoch 0: |          | 10893/? [1:02:02<00:00,  2.93it/s]\nEpoch 0: |          | 10893/? [1:02:02<00:00,  2.93it/s]\nEpoch 0: |          | 10894/? [1:02:03<00:00,  2.93it/s]\nEpoch 0: |          | 10894/? [1:02:03<00:00,  2.93it/s]\nEpoch 0: |          | 10895/? [1:02:03<00:00,  2.93it/s]\nEpoch 0: |          | 10895/? [1:02:03<00:00,  2.93it/s]\nEpoch 0: |          | 10896/? [1:02:03<00:00,  2.93it/s]\nEpoch 0: |          | 10896/? [1:02:03<00:00,  2.93it/s]\nEpoch 0: |          | 10897/? [1:02:04<00:00,  2.93it/s]\nEpoch 0: |          | 10897/? [1:02:04<00:00,  2.93it/s]\nEpoch 0: |          | 10898/? [1:02:04<00:00,  2.93it/s]\nEpoch 0: |          | 10898/? [1:02:04<00:00,  2.93it/s]\nEpoch 0: |          | 10899/? [1:02:04<00:00,  2.93it/s]\nEpoch 0: |          | 10899/? [1:02:04<00:00,  2.93it/s]\nEpoch 0: |          | 10900/? [1:02:05<00:00,  2.93it/s]\nEpoch 0: |          | 10900/? [1:02:05<00:00,  2.93it/s]\nEpoch 0: |          | 10901/? [1:02:05<00:00,  2.93it/s]\nEpoch 0: |          | 10901/? [1:02:05<00:00,  2.93it/s]\nEpoch 0: |          | 10902/? [1:02:06<00:00,  2.93it/s]\nEpoch 0: |          | 10902/? [1:02:06<00:00,  2.93it/s]\nEpoch 0: |          | 10903/? [1:02:06<00:00,  2.93it/s]\nEpoch 0: |          | 10903/? [1:02:06<00:00,  2.93it/s]\nEpoch 0: |          | 10904/? [1:02:06<00:00,  2.93it/s]\nEpoch 0: |          | 10904/? [1:02:06<00:00,  2.93it/s]\nEpoch 0: |          | 10905/? [1:02:07<00:00,  2.93it/s]\nEpoch 0: |          | 10905/? [1:02:07<00:00,  2.93it/s]\nEpoch 0: |          | 10906/? [1:02:07<00:00,  2.93it/s]\nEpoch 0: |          | 10906/? [1:02:07<00:00,  2.93it/s]\nEpoch 0: |          | 10907/? [1:02:07<00:00,  2.93it/s]\nEpoch 0: |          | 10907/? [1:02:07<00:00,  2.93it/s]\nEpoch 0: |          | 10908/? [1:02:08<00:00,  2.93it/s]\nEpoch 0: |          | 10908/? [1:02:08<00:00,  2.93it/s]\nEpoch 0: |          | 10909/? [1:02:08<00:00,  2.93it/s]\nEpoch 0: |          | 10909/? [1:02:08<00:00,  2.93it/s]\nEpoch 0: |          | 10910/? [1:02:08<00:00,  2.93it/s]\nEpoch 0: |          | 10910/? [1:02:08<00:00,  2.93it/s]\nEpoch 0: |          | 10911/? [1:02:09<00:00,  2.93it/s]\nEpoch 0: |          | 10911/? [1:02:09<00:00,  2.93it/s]\nEpoch 0: |          | 10912/? [1:02:09<00:00,  2.93it/s]\nEpoch 0: |          | 10912/? [1:02:09<00:00,  2.93it/s]\nEpoch 0: |          | 10913/? [1:02:09<00:00,  2.93it/s]\nEpoch 0: |          | 10913/? [1:02:09<00:00,  2.93it/s]\nEpoch 0: |          | 10914/? [1:02:09<00:00,  2.93it/s]\nEpoch 0: |          | 10914/? [1:02:09<00:00,  2.93it/s]\nEpoch 0: |          | 10915/? [1:02:10<00:00,  2.93it/s]\nEpoch 0: |          | 10915/? [1:02:10<00:00,  2.93it/s]\nEpoch 0: |          | 10916/? [1:02:10<00:00,  2.93it/s]\nEpoch 0: |          | 10916/? [1:02:10<00:00,  2.93it/s]\nEpoch 0: |          | 10917/? [1:02:10<00:00,  2.93it/s]\nEpoch 0: |          | 10917/? [1:02:10<00:00,  2.93it/s]\nEpoch 0: |          | 10918/? [1:02:11<00:00,  2.93it/s]\nEpoch 0: |          | 10918/? [1:02:11<00:00,  2.93it/s]\nEpoch 0: |          | 10919/? [1:02:11<00:00,  2.93it/s]\nEpoch 0: |          | 10919/? [1:02:11<00:00,  2.93it/s]\nEpoch 0: |          | 10920/? [1:02:12<00:00,  2.93it/s]\nEpoch 0: |          | 10920/? [1:02:12<00:00,  2.93it/s]\nEpoch 0: |          | 10921/? [1:02:12<00:00,  2.93it/s]\nEpoch 0: |          | 10921/? [1:02:12<00:00,  2.93it/s]\nEpoch 0: |          | 10922/? [1:02:12<00:00,  2.93it/s]\nEpoch 0: |          | 10922/? [1:02:12<00:00,  2.93it/s]\nEpoch 0: |          | 10923/? [1:02:13<00:00,  2.93it/s]\nEpoch 0: |          | 10923/? [1:02:13<00:00,  2.93it/s]\nEpoch 0: |          | 10924/? [1:02:13<00:00,  2.93it/s]\nEpoch 0: |          | 10924/? [1:02:13<00:00,  2.93it/s]\nEpoch 0: |          | 10925/? [1:02:13<00:00,  2.93it/s]\nEpoch 0: |          | 10925/? [1:02:13<00:00,  2.93it/s]\nEpoch 0: |          | 10926/? [1:02:14<00:00,  2.93it/s]\nEpoch 0: |          | 10926/? [1:02:14<00:00,  2.93it/s]\nEpoch 0: |          | 10927/? [1:02:14<00:00,  2.93it/s]\nEpoch 0: |          | 10927/? [1:02:14<00:00,  2.93it/s]\nEpoch 0: |          | 10928/? [1:02:14<00:00,  2.93it/s]\nEpoch 0: |          | 10928/? [1:02:14<00:00,  2.93it/s]\nEpoch 0: |          | 10929/? [1:02:15<00:00,  2.93it/s]\nEpoch 0: |          | 10929/? [1:02:15<00:00,  2.93it/s]\nEpoch 0: |          | 10930/? [1:02:15<00:00,  2.93it/s]\nEpoch 0: |          | 10930/? [1:02:15<00:00,  2.93it/s]\nEpoch 0: |          | 10931/? [1:02:15<00:00,  2.93it/s]\nEpoch 0: |          | 10931/? [1:02:15<00:00,  2.93it/s]\nEpoch 0: |          | 10932/? [1:02:16<00:00,  2.93it/s]\nEpoch 0: |          | 10932/? [1:02:16<00:00,  2.93it/s]\nEpoch 0: |          | 10933/? [1:02:16<00:00,  2.93it/s]\nEpoch 0: |          | 10933/? [1:02:16<00:00,  2.93it/s]\nEpoch 0: |          | 10934/? [1:02:16<00:00,  2.93it/s]\nEpoch 0: |          | 10934/? [1:02:16<00:00,  2.93it/s]\nEpoch 0: |          | 10935/? [1:02:16<00:00,  2.93it/s]\nEpoch 0: |          | 10935/? [1:02:16<00:00,  2.93it/s]\nEpoch 0: |          | 10936/? [1:02:17<00:00,  2.93it/s]\nEpoch 0: |          | 10936/? [1:02:17<00:00,  2.93it/s]\nEpoch 0: |          | 10937/? [1:02:17<00:00,  2.93it/s]\nEpoch 0: |          | 10937/? [1:02:17<00:00,  2.93it/s]\nEpoch 0: |          | 10938/? [1:02:17<00:00,  2.93it/s]\nEpoch 0: |          | 10938/? [1:02:17<00:00,  2.93it/s]\nEpoch 0: |          | 10939/? [1:02:18<00:00,  2.93it/s]\nEpoch 0: |          | 10939/? [1:02:18<00:00,  2.93it/s]\nEpoch 0: |          | 10940/? [1:02:18<00:00,  2.93it/s]\nEpoch 0: |          | 10940/? [1:02:18<00:00,  2.93it/s]\nEpoch 0: |          | 10941/? [1:02:18<00:00,  2.93it/s]\nEpoch 0: |          | 10941/? [1:02:18<00:00,  2.93it/s]\nEpoch 0: |          | 10942/? [1:02:19<00:00,  2.93it/s]\nEpoch 0: |          | 10942/? [1:02:19<00:00,  2.93it/s]\nEpoch 0: |          | 10943/? [1:02:19<00:00,  2.93it/s]\nEpoch 0: |          | 10943/? [1:02:19<00:00,  2.93it/s]\nEpoch 0: |          | 10944/? [1:02:19<00:00,  2.93it/s]\nEpoch 0: |          | 10944/? [1:02:19<00:00,  2.93it/s]\nEpoch 0: |          | 10945/? [1:02:20<00:00,  2.93it/s]\nEpoch 0: |          | 10945/? [1:02:20<00:00,  2.93it/s]\nEpoch 0: |          | 10946/? [1:02:20<00:00,  2.93it/s]\nEpoch 0: |          | 10946/? [1:02:20<00:00,  2.93it/s]\nEpoch 0: |          | 10947/? [1:02:20<00:00,  2.93it/s]\nEpoch 0: |          | 10947/? [1:02:20<00:00,  2.93it/s]\nEpoch 0: |          | 10948/? [1:02:21<00:00,  2.93it/s]\nEpoch 0: |          | 10948/? [1:02:21<00:00,  2.93it/s]\nEpoch 0: |          | 10949/? [1:02:21<00:00,  2.93it/s]\nEpoch 0: |          | 10949/? [1:02:21<00:00,  2.93it/s]\nEpoch 0: |          | 10950/? [1:02:21<00:00,  2.93it/s]\nEpoch 0: |          | 10950/? [1:02:21<00:00,  2.93it/s]\nEpoch 0: |          | 10951/? [1:02:22<00:00,  2.93it/s]\nEpoch 0: |          | 10951/? [1:02:22<00:00,  2.93it/s]\nEpoch 0: |          | 10952/? [1:02:22<00:00,  2.93it/s]\nEpoch 0: |          | 10952/? [1:02:22<00:00,  2.93it/s]\nEpoch 0: |          | 10953/? [1:02:22<00:00,  2.93it/s]\nEpoch 0: |          | 10953/? [1:02:22<00:00,  2.93it/s]\nEpoch 0: |          | 10954/? [1:02:23<00:00,  2.93it/s]\nEpoch 0: |          | 10954/? [1:02:23<00:00,  2.93it/s]\nEpoch 0: |          | 10955/? [1:02:23<00:00,  2.93it/s]\nEpoch 0: |          | 10955/? [1:02:23<00:00,  2.93it/s]\nEpoch 0: |          | 10956/? [1:02:23<00:00,  2.93it/s]\nEpoch 0: |          | 10956/? [1:02:23<00:00,  2.93it/s]\nEpoch 0: |          | 10957/? [1:02:24<00:00,  2.93it/s]\nEpoch 0: |          | 10957/? [1:02:24<00:00,  2.93it/s]\nEpoch 0: |          | 10958/? [1:02:24<00:00,  2.93it/s]\nEpoch 0: |          | 10958/? [1:02:24<00:00,  2.93it/s]\nEpoch 0: |          | 10959/? [1:02:24<00:00,  2.93it/s]\nEpoch 0: |          | 10959/? [1:02:24<00:00,  2.93it/s]\nEpoch 0: |          | 10960/? [1:02:25<00:00,  2.93it/s]\nEpoch 0: |          | 10960/? [1:02:25<00:00,  2.93it/s]\nEpoch 0: |          | 10961/? [1:02:25<00:00,  2.93it/s]\nEpoch 0: |          | 10961/? [1:02:25<00:00,  2.93it/s]\nEpoch 0: |          | 10962/? [1:02:25<00:00,  2.93it/s]\nEpoch 0: |          | 10962/? [1:02:25<00:00,  2.93it/s]\nEpoch 0: |          | 10963/? [1:02:26<00:00,  2.93it/s]\nEpoch 0: |          | 10963/? [1:02:26<00:00,  2.93it/s]\nEpoch 0: |          | 10964/? [1:02:26<00:00,  2.93it/s]\nEpoch 0: |          | 10964/? [1:02:26<00:00,  2.93it/s]\nEpoch 0: |          | 10965/? [1:02:26<00:00,  2.93it/s]\nEpoch 0: |          | 10965/? [1:02:26<00:00,  2.93it/s]\nEpoch 0: |          | 10966/? [1:02:27<00:00,  2.93it/s]\nEpoch 0: |          | 10966/? [1:02:27<00:00,  2.93it/s]\nEpoch 0: |          | 10967/? [1:02:27<00:00,  2.93it/s]\nEpoch 0: |          | 10967/? [1:02:27<00:00,  2.93it/s]\nEpoch 0: |          | 10968/? [1:02:27<00:00,  2.93it/s]\nEpoch 0: |          | 10968/? [1:02:27<00:00,  2.93it/s]\nEpoch 0: |          | 10969/? [1:02:28<00:00,  2.93it/s]\nEpoch 0: |          | 10969/? [1:02:28<00:00,  2.93it/s]\nEpoch 0: |          | 10970/? [1:02:28<00:00,  2.93it/s]\nEpoch 0: |          | 10970/? [1:02:28<00:00,  2.93it/s]\nEpoch 0: |          | 10971/? [1:02:28<00:00,  2.93it/s]\nEpoch 0: |          | 10971/? [1:02:28<00:00,  2.93it/s]\nEpoch 0: |          | 10972/? [1:02:29<00:00,  2.93it/s]\nEpoch 0: |          | 10972/? [1:02:29<00:00,  2.93it/s]\nEpoch 0: |          | 10973/? [1:02:29<00:00,  2.93it/s]\nEpoch 0: |          | 10973/? [1:02:29<00:00,  2.93it/s]\nEpoch 0: |          | 10974/? [1:02:29<00:00,  2.93it/s]\nEpoch 0: |          | 10974/? [1:02:29<00:00,  2.93it/s]\nEpoch 0: |          | 10975/? [1:02:30<00:00,  2.93it/s]\nEpoch 0: |          | 10975/? [1:02:30<00:00,  2.93it/s]\nEpoch 0: |          | 10976/? [1:02:30<00:00,  2.93it/s]\nEpoch 0: |          | 10976/? [1:02:30<00:00,  2.93it/s]\nEpoch 0: |          | 10977/? [1:02:30<00:00,  2.93it/s]\nEpoch 0: |          | 10977/? [1:02:30<00:00,  2.93it/s]\nEpoch 0: |          | 10978/? [1:02:31<00:00,  2.93it/s]\nEpoch 0: |          | 10978/? [1:02:31<00:00,  2.93it/s]\nEpoch 0: |          | 10979/? [1:02:31<00:00,  2.93it/s]\nEpoch 0: |          | 10979/? [1:02:31<00:00,  2.93it/s]\nEpoch 0: |          | 10980/? [1:02:31<00:00,  2.93it/s]\nEpoch 0: |          | 10980/? [1:02:31<00:00,  2.93it/s]\nEpoch 0: |          | 10981/? [1:02:32<00:00,  2.93it/s]\nEpoch 0: |          | 10981/? [1:02:32<00:00,  2.93it/s]\nEpoch 0: |          | 10982/? [1:02:32<00:00,  2.93it/s]\nEpoch 0: |          | 10982/? [1:02:32<00:00,  2.93it/s]\nEpoch 0: |          | 10983/? [1:02:32<00:00,  2.93it/s]\nEpoch 0: |          | 10983/? [1:02:32<00:00,  2.93it/s]\nEpoch 0: |          | 10984/? [1:02:33<00:00,  2.93it/s]\nEpoch 0: |          | 10984/? [1:02:33<00:00,  2.93it/s]\nEpoch 0: |          | 10985/? [1:02:33<00:00,  2.93it/s]\nEpoch 0: |          | 10985/? [1:02:33<00:00,  2.93it/s]\nEpoch 0: |          | 10986/? [1:02:33<00:00,  2.93it/s]\nEpoch 0: |          | 10986/? [1:02:33<00:00,  2.93it/s]\nEpoch 0: |          | 10987/? [1:02:34<00:00,  2.93it/s]\nEpoch 0: |          | 10987/? [1:02:34<00:00,  2.93it/s]\nEpoch 0: |          | 10988/? [1:02:34<00:00,  2.93it/s]\nEpoch 0: |          | 10988/? [1:02:34<00:00,  2.93it/s]\nEpoch 0: |          | 10989/? [1:02:34<00:00,  2.93it/s]\nEpoch 0: |          | 10989/? [1:02:34<00:00,  2.93it/s]\nEpoch 0: |          | 10990/? [1:02:35<00:00,  2.93it/s]\nEpoch 0: |          | 10990/? [1:02:35<00:00,  2.93it/s]\nEpoch 0: |          | 10991/? [1:02:35<00:00,  2.93it/s]\nEpoch 0: |          | 10991/? [1:02:35<00:00,  2.93it/s]\nEpoch 0: |          | 10992/? [1:02:35<00:00,  2.93it/s]\nEpoch 0: |          | 10992/? [1:02:35<00:00,  2.93it/s]\nEpoch 0: |          | 10993/? [1:02:36<00:00,  2.93it/s]\nEpoch 0: |          | 10993/? [1:02:36<00:00,  2.93it/s]\nEpoch 0: |          | 10994/? [1:02:36<00:00,  2.93it/s]\nEpoch 0: |          | 10994/? [1:02:36<00:00,  2.93it/s]\nEpoch 0: |          | 10995/? [1:02:36<00:00,  2.93it/s]\nEpoch 0: |          | 10995/? [1:02:36<00:00,  2.93it/s]\nEpoch 0: |          | 10996/? [1:02:37<00:00,  2.93it/s]\nEpoch 0: |          | 10996/? [1:02:37<00:00,  2.93it/s]\nEpoch 0: |          | 10997/? [1:02:37<00:00,  2.93it/s]\nEpoch 0: |          | 10997/? [1:02:37<00:00,  2.93it/s]\nEpoch 0: |          | 10998/? [1:02:37<00:00,  2.93it/s]\nEpoch 0: |          | 10998/? [1:02:37<00:00,  2.93it/s]\nEpoch 0: |          | 10999/? [1:02:38<00:00,  2.93it/s]\nEpoch 0: |          | 10999/? [1:02:38<00:00,  2.93it/s]\nEpoch 0: |          | 11000/? [1:02:38<00:00,  2.93it/s]\nEpoch 0: |          | 11000/? [1:02:38<00:00,  2.93it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.41it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.72it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.64it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.21it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 11000/? [1:02:38<00:00,  2.93it/s]\nEpoch 0: |          | 11001/? [1:02:39<00:00,  2.93it/s]\nEpoch 0: |          | 11001/? [1:02:39<00:00,  2.93it/s]\nEpoch 0: |          | 11002/? [1:02:39<00:00,  2.93it/s]\nEpoch 0: |          | 11002/? [1:02:39<00:00,  2.93it/s]\nEpoch 0: |          | 11003/? [1:02:39<00:00,  2.93it/s]\nEpoch 0: |          | 11003/? [1:02:39<00:00,  2.93it/s]\nEpoch 0: |          | 11004/? [1:02:40<00:00,  2.93it/s]\nEpoch 0: |          | 11004/? [1:02:40<00:00,  2.93it/s]\nEpoch 0: |          | 11005/? [1:02:40<00:00,  2.93it/s]\nEpoch 0: |          | 11005/? [1:02:40<00:00,  2.93it/s]\nEpoch 0: |          | 11006/? [1:02:40<00:00,  2.93it/s]\nEpoch 0: |          | 11006/? [1:02:40<00:00,  2.93it/s]\nEpoch 0: |          | 11007/? [1:02:41<00:00,  2.93it/s]\nEpoch 0: |          | 11007/? [1:02:41<00:00,  2.93it/s]\nEpoch 0: |          | 11008/? [1:02:41<00:00,  2.93it/s]\nEpoch 0: |          | 11008/? [1:02:41<00:00,  2.93it/s]\nEpoch 0: |          | 11009/? [1:02:41<00:00,  2.93it/s]\nEpoch 0: |          | 11009/? [1:02:41<00:00,  2.93it/s]\nEpoch 0: |          | 11010/? [1:02:42<00:00,  2.93it/s]\nEpoch 0: |          | 11010/? [1:02:42<00:00,  2.93it/s]\nEpoch 0: |          | 11011/? [1:02:42<00:00,  2.93it/s]\nEpoch 0: |          | 11011/? [1:02:42<00:00,  2.93it/s]\nEpoch 0: |          | 11012/? [1:02:42<00:00,  2.93it/s]\nEpoch 0: |          | 11012/? [1:02:42<00:00,  2.93it/s]\nEpoch 0: |          | 11013/? [1:02:43<00:00,  2.93it/s]\nEpoch 0: |          | 11013/? [1:02:43<00:00,  2.93it/s]\nEpoch 0: |          | 11014/? [1:02:43<00:00,  2.93it/s]\nEpoch 0: |          | 11014/? [1:02:43<00:00,  2.93it/s]\nEpoch 0: |          | 11015/? [1:02:43<00:00,  2.93it/s]\nEpoch 0: |          | 11015/? [1:02:43<00:00,  2.93it/s]\nEpoch 0: |          | 11016/? [1:02:44<00:00,  2.93it/s]\nEpoch 0: |          | 11016/? [1:02:44<00:00,  2.93it/s]\nEpoch 0: |          | 11017/? [1:02:44<00:00,  2.93it/s]\nEpoch 0: |          | 11017/? [1:02:44<00:00,  2.93it/s]\nEpoch 0: |          | 11018/? [1:02:44<00:00,  2.93it/s]\nEpoch 0: |          | 11018/? [1:02:44<00:00,  2.93it/s]\nEpoch 0: |          | 11019/? [1:02:45<00:00,  2.93it/s]\nEpoch 0: |          | 11019/? [1:02:45<00:00,  2.93it/s]\nEpoch 0: |          | 11020/? [1:02:45<00:00,  2.93it/s]\nEpoch 0: |          | 11020/? [1:02:45<00:00,  2.93it/s]\nEpoch 0: |          | 11021/? [1:02:45<00:00,  2.93it/s]\nEpoch 0: |          | 11021/? [1:02:45<00:00,  2.93it/s]\nEpoch 0: |          | 11022/? [1:02:45<00:00,  2.93it/s]\nEpoch 0: |          | 11022/? [1:02:45<00:00,  2.93it/s]\nEpoch 0: |          | 11023/? [1:02:46<00:00,  2.93it/s]\nEpoch 0: |          | 11023/? [1:02:46<00:00,  2.93it/s]\nEpoch 0: |          | 11024/? [1:02:46<00:00,  2.93it/s]\nEpoch 0: |          | 11024/? [1:02:46<00:00,  2.93it/s]\nEpoch 0: |          | 11025/? [1:02:46<00:00,  2.93it/s]\nEpoch 0: |          | 11025/? [1:02:46<00:00,  2.93it/s]\nEpoch 0: |          | 11026/? [1:02:47<00:00,  2.93it/s]\nEpoch 0: |          | 11026/? [1:02:47<00:00,  2.93it/s]\nEpoch 0: |          | 11027/? [1:02:47<00:00,  2.93it/s]\nEpoch 0: |          | 11027/? [1:02:47<00:00,  2.93it/s]\nEpoch 0: |          | 11028/? [1:02:47<00:00,  2.93it/s]\nEpoch 0: |          | 11028/? [1:02:47<00:00,  2.93it/s]\nEpoch 0: |          | 11029/? [1:02:48<00:00,  2.93it/s]\nEpoch 0: |          | 11029/? [1:02:48<00:00,  2.93it/s]\nEpoch 0: |          | 11030/? [1:02:48<00:00,  2.93it/s]\nEpoch 0: |          | 11030/? [1:02:48<00:00,  2.93it/s]\nEpoch 0: |          | 11031/? [1:02:48<00:00,  2.93it/s]\nEpoch 0: |          | 11031/? [1:02:48<00:00,  2.93it/s]\nEpoch 0: |          | 11032/? [1:02:49<00:00,  2.93it/s]\nEpoch 0: |          | 11032/? [1:02:49<00:00,  2.93it/s]\nEpoch 0: |          | 11033/? [1:02:49<00:00,  2.93it/s]\nEpoch 0: |          | 11033/? [1:02:49<00:00,  2.93it/s]\nEpoch 0: |          | 11034/? [1:02:49<00:00,  2.93it/s]\nEpoch 0: |          | 11034/? [1:02:49<00:00,  2.93it/s]\nEpoch 0: |          | 11035/? [1:02:50<00:00,  2.93it/s]\nEpoch 0: |          | 11035/? [1:02:50<00:00,  2.93it/s]\nEpoch 0: |          | 11036/? [1:02:50<00:00,  2.93it/s]\nEpoch 0: |          | 11036/? [1:02:50<00:00,  2.93it/s]\nEpoch 0: |          | 11037/? [1:02:50<00:00,  2.93it/s]\nEpoch 0: |          | 11037/? [1:02:50<00:00,  2.93it/s]\nEpoch 0: |          | 11038/? [1:02:51<00:00,  2.93it/s]\nEpoch 0: |          | 11038/? [1:02:51<00:00,  2.93it/s]\nEpoch 0: |          | 11039/? [1:02:51<00:00,  2.93it/s]\nEpoch 0: |          | 11039/? [1:02:51<00:00,  2.93it/s]\nEpoch 0: |          | 11040/? [1:02:51<00:00,  2.93it/s]\nEpoch 0: |          | 11040/? [1:02:51<00:00,  2.93it/s]\nEpoch 0: |          | 11041/? [1:02:52<00:00,  2.93it/s]\nEpoch 0: |          | 11041/? [1:02:52<00:00,  2.93it/s]\nEpoch 0: |          | 11042/? [1:02:52<00:00,  2.93it/s]\nEpoch 0: |          | 11042/? [1:02:52<00:00,  2.93it/s]\nEpoch 0: |          | 11043/? [1:02:52<00:00,  2.93it/s]\nEpoch 0: |          | 11043/? [1:02:52<00:00,  2.93it/s]\nEpoch 0: |          | 11044/? [1:02:53<00:00,  2.93it/s]\nEpoch 0: |          | 11044/? [1:02:53<00:00,  2.93it/s]\nEpoch 0: |          | 11045/? [1:02:53<00:00,  2.93it/s]\nEpoch 0: |          | 11045/? [1:02:53<00:00,  2.93it/s]\nEpoch 0: |          | 11046/? [1:02:53<00:00,  2.93it/s]\nEpoch 0: |          | 11046/? [1:02:53<00:00,  2.93it/s]\nEpoch 0: |          | 11047/? [1:02:54<00:00,  2.93it/s]\nEpoch 0: |          | 11047/? [1:02:54<00:00,  2.93it/s]\nEpoch 0: |          | 11048/? [1:02:54<00:00,  2.93it/s]\nEpoch 0: |          | 11048/? [1:02:54<00:00,  2.93it/s]\nEpoch 0: |          | 11049/? [1:02:54<00:00,  2.93it/s]\nEpoch 0: |          | 11049/? [1:02:54<00:00,  2.93it/s]\nEpoch 0: |          | 11050/? [1:02:55<00:00,  2.93it/s]\nEpoch 0: |          | 11050/? [1:02:55<00:00,  2.93it/s]\nEpoch 0: |          | 11051/? [1:02:55<00:00,  2.93it/s]\nEpoch 0: |          | 11051/? [1:02:55<00:00,  2.93it/s]\nEpoch 0: |          | 11052/? [1:02:55<00:00,  2.93it/s]\nEpoch 0: |          | 11052/? [1:02:55<00:00,  2.93it/s]\nEpoch 0: |          | 11053/? [1:02:56<00:00,  2.93it/s]\nEpoch 0: |          | 11053/? [1:02:56<00:00,  2.93it/s]\nEpoch 0: |          | 11054/? [1:02:56<00:00,  2.93it/s]\nEpoch 0: |          | 11054/? [1:02:56<00:00,  2.93it/s]\nEpoch 0: |          | 11055/? [1:02:56<00:00,  2.93it/s]\nEpoch 0: |          | 11055/? [1:02:56<00:00,  2.93it/s]\nEpoch 0: |          | 11056/? [1:02:57<00:00,  2.93it/s]\nEpoch 0: |          | 11056/? [1:02:57<00:00,  2.93it/s]\nEpoch 0: |          | 11057/? [1:02:57<00:00,  2.93it/s]\nEpoch 0: |          | 11057/? [1:02:57<00:00,  2.93it/s]\nEpoch 0: |          | 11058/? [1:02:57<00:00,  2.93it/s]\nEpoch 0: |          | 11058/? [1:02:57<00:00,  2.93it/s]\nEpoch 0: |          | 11059/? [1:02:58<00:00,  2.93it/s]\nEpoch 0: |          | 11059/? [1:02:58<00:00,  2.93it/s]\nEpoch 0: |          | 11060/? [1:02:58<00:00,  2.93it/s]\nEpoch 0: |          | 11060/? [1:02:58<00:00,  2.93it/s]\nEpoch 0: |          | 11061/? [1:02:58<00:00,  2.93it/s]\nEpoch 0: |          | 11061/? [1:02:58<00:00,  2.93it/s]\nEpoch 0: |          | 11062/? [1:02:59<00:00,  2.93it/s]\nEpoch 0: |          | 11062/? [1:02:59<00:00,  2.93it/s]\nEpoch 0: |          | 11063/? [1:02:59<00:00,  2.93it/s]\nEpoch 0: |          | 11063/? [1:02:59<00:00,  2.93it/s]\nEpoch 0: |          | 11064/? [1:02:59<00:00,  2.93it/s]\nEpoch 0: |          | 11064/? [1:02:59<00:00,  2.93it/s]\nEpoch 0: |          | 11065/? [1:03:00<00:00,  2.93it/s]\nEpoch 0: |          | 11065/? [1:03:00<00:00,  2.93it/s]\nEpoch 0: |          | 11066/? [1:03:00<00:00,  2.93it/s]\nEpoch 0: |          | 11066/? [1:03:00<00:00,  2.93it/s]\nEpoch 0: |          | 11067/? [1:03:00<00:00,  2.93it/s]\nEpoch 0: |          | 11067/? [1:03:00<00:00,  2.93it/s]\nEpoch 0: |          | 11068/? [1:03:01<00:00,  2.93it/s]\nEpoch 0: |          | 11068/? [1:03:01<00:00,  2.93it/s]\nEpoch 0: |          | 11069/? [1:03:01<00:00,  2.93it/s]\nEpoch 0: |          | 11069/? [1:03:01<00:00,  2.93it/s]\nEpoch 0: |          | 11070/? [1:03:01<00:00,  2.93it/s]\nEpoch 0: |          | 11070/? [1:03:01<00:00,  2.93it/s]\nEpoch 0: |          | 11071/? [1:03:02<00:00,  2.93it/s]\nEpoch 0: |          | 11071/? [1:03:02<00:00,  2.93it/s]\nEpoch 0: |          | 11072/? [1:03:02<00:00,  2.93it/s]\nEpoch 0: |          | 11072/? [1:03:02<00:00,  2.93it/s]\nEpoch 0: |          | 11073/? [1:03:02<00:00,  2.93it/s]\nEpoch 0: |          | 11073/? [1:03:02<00:00,  2.93it/s]\nEpoch 0: |          | 11074/? [1:03:03<00:00,  2.93it/s]\nEpoch 0: |          | 11074/? [1:03:03<00:00,  2.93it/s]\nEpoch 0: |          | 11075/? [1:03:03<00:00,  2.93it/s]\nEpoch 0: |          | 11075/? [1:03:03<00:00,  2.93it/s]\nEpoch 0: |          | 11076/? [1:03:03<00:00,  2.93it/s]\nEpoch 0: |          | 11076/? [1:03:03<00:00,  2.93it/s]\nEpoch 0: |          | 11077/? [1:03:04<00:00,  2.93it/s]\nEpoch 0: |          | 11077/? [1:03:04<00:00,  2.93it/s]\nEpoch 0: |          | 11078/? [1:03:04<00:00,  2.93it/s]\nEpoch 0: |          | 11078/? [1:03:04<00:00,  2.93it/s]\nEpoch 0: |          | 11079/? [1:03:04<00:00,  2.93it/s]\nEpoch 0: |          | 11079/? [1:03:04<00:00,  2.93it/s]\nEpoch 0: |          | 11080/? [1:03:05<00:00,  2.93it/s]\nEpoch 0: |          | 11080/? [1:03:05<00:00,  2.93it/s]\nEpoch 0: |          | 11081/? [1:03:05<00:00,  2.93it/s]\nEpoch 0: |          | 11081/? [1:03:05<00:00,  2.93it/s]\nEpoch 0: |          | 11082/? [1:03:05<00:00,  2.93it/s]\nEpoch 0: |          | 11082/? [1:03:05<00:00,  2.93it/s]\nEpoch 0: |          | 11083/? [1:03:06<00:00,  2.93it/s]\nEpoch 0: |          | 11083/? [1:03:06<00:00,  2.93it/s]\nEpoch 0: |          | 11084/? [1:03:06<00:00,  2.93it/s]\nEpoch 0: |          | 11084/? [1:03:06<00:00,  2.93it/s]\nEpoch 0: |          | 11085/? [1:03:06<00:00,  2.93it/s]\nEpoch 0: |          | 11085/? [1:03:06<00:00,  2.93it/s]\nEpoch 0: |          | 11086/? [1:03:07<00:00,  2.93it/s]\nEpoch 0: |          | 11086/? [1:03:07<00:00,  2.93it/s]\nEpoch 0: |          | 11087/? [1:03:07<00:00,  2.93it/s]\nEpoch 0: |          | 11087/? [1:03:07<00:00,  2.93it/s]\nEpoch 0: |          | 11088/? [1:03:07<00:00,  2.93it/s]\nEpoch 0: |          | 11088/? [1:03:07<00:00,  2.93it/s]\nEpoch 0: |          | 11089/? [1:03:08<00:00,  2.93it/s]\nEpoch 0: |          | 11089/? [1:03:08<00:00,  2.93it/s]\nEpoch 0: |          | 11090/? [1:03:08<00:00,  2.93it/s]\nEpoch 0: |          | 11090/? [1:03:08<00:00,  2.93it/s]\nEpoch 0: |          | 11091/? [1:03:08<00:00,  2.93it/s]\nEpoch 0: |          | 11091/? [1:03:08<00:00,  2.93it/s]\nEpoch 0: |          | 11092/? [1:03:09<00:00,  2.93it/s]\nEpoch 0: |          | 11092/? [1:03:09<00:00,  2.93it/s]\nEpoch 0: |          | 11093/? [1:03:09<00:00,  2.93it/s]\nEpoch 0: |          | 11093/? [1:03:09<00:00,  2.93it/s]\nEpoch 0: |          | 11094/? [1:03:09<00:00,  2.93it/s]\nEpoch 0: |          | 11094/? [1:03:09<00:00,  2.93it/s]\nEpoch 0: |          | 11095/? [1:03:10<00:00,  2.93it/s]\nEpoch 0: |          | 11095/? [1:03:10<00:00,  2.93it/s]\nEpoch 0: |          | 11096/? [1:03:10<00:00,  2.93it/s]\nEpoch 0: |          | 11096/? [1:03:10<00:00,  2.93it/s]\nEpoch 0: |          | 11097/? [1:03:10<00:00,  2.93it/s]\nEpoch 0: |          | 11097/? [1:03:10<00:00,  2.93it/s]\nEpoch 0: |          | 11098/? [1:03:11<00:00,  2.93it/s]\nEpoch 0: |          | 11098/? [1:03:11<00:00,  2.93it/s]\nEpoch 0: |          | 11099/? [1:03:11<00:00,  2.93it/s]\nEpoch 0: |          | 11099/? [1:03:11<00:00,  2.93it/s]\nEpoch 0: |          | 11100/? [1:03:11<00:00,  2.93it/s]\nEpoch 0: |          | 11100/? [1:03:11<00:00,  2.93it/s]\nEpoch 0: |          | 11101/? [1:03:12<00:00,  2.93it/s]\nEpoch 0: |          | 11101/? [1:03:12<00:00,  2.93it/s]\nEpoch 0: |          | 11102/? [1:03:12<00:00,  2.93it/s]\nEpoch 0: |          | 11102/? [1:03:12<00:00,  2.93it/s]\nEpoch 0: |          | 11103/? [1:03:12<00:00,  2.93it/s]\nEpoch 0: |          | 11103/? [1:03:12<00:00,  2.93it/s]\nEpoch 0: |          | 11104/? [1:03:12<00:00,  2.93it/s]\nEpoch 0: |          | 11104/? [1:03:12<00:00,  2.93it/s]\nEpoch 0: |          | 11105/? [1:03:13<00:00,  2.93it/s]\nEpoch 0: |          | 11105/? [1:03:13<00:00,  2.93it/s]\nEpoch 0: |          | 11106/? [1:03:13<00:00,  2.93it/s]\nEpoch 0: |          | 11106/? [1:03:13<00:00,  2.93it/s]\nEpoch 0: |          | 11107/? [1:03:14<00:00,  2.93it/s]\nEpoch 0: |          | 11107/? [1:03:14<00:00,  2.93it/s]\nEpoch 0: |          | 11108/? [1:03:14<00:00,  2.93it/s]\nEpoch 0: |          | 11108/? [1:03:14<00:00,  2.93it/s]\nEpoch 0: |          | 11109/? [1:03:14<00:00,  2.93it/s]\nEpoch 0: |          | 11109/? [1:03:14<00:00,  2.93it/s]\nEpoch 0: |          | 11110/? [1:03:15<00:00,  2.93it/s]\nEpoch 0: |          | 11110/? [1:03:15<00:00,  2.93it/s]\nEpoch 0: |          | 11111/? [1:03:15<00:00,  2.93it/s]\nEpoch 0: |          | 11111/? [1:03:15<00:00,  2.93it/s]\nEpoch 0: |          | 11112/? [1:03:15<00:00,  2.93it/s]\nEpoch 0: |          | 11112/? [1:03:15<00:00,  2.93it/s]\nEpoch 0: |          | 11113/? [1:03:16<00:00,  2.93it/s]\nEpoch 0: |          | 11113/? [1:03:16<00:00,  2.93it/s]\nEpoch 0: |          | 11114/? [1:03:16<00:00,  2.93it/s]\nEpoch 0: |          | 11114/? [1:03:16<00:00,  2.93it/s]\nEpoch 0: |          | 11115/? [1:03:16<00:00,  2.93it/s]\nEpoch 0: |          | 11115/? [1:03:16<00:00,  2.93it/s]\nEpoch 0: |          | 11116/? [1:03:16<00:00,  2.93it/s]\nEpoch 0: |          | 11116/? [1:03:16<00:00,  2.93it/s]\nEpoch 0: |          | 11117/? [1:03:17<00:00,  2.93it/s]\nEpoch 0: |          | 11117/? [1:03:17<00:00,  2.93it/s]\nEpoch 0: |          | 11118/? [1:03:17<00:00,  2.93it/s]\nEpoch 0: |          | 11118/? [1:03:17<00:00,  2.93it/s]\nEpoch 0: |          | 11119/? [1:03:17<00:00,  2.93it/s]\nEpoch 0: |          | 11119/? [1:03:17<00:00,  2.93it/s]\nEpoch 0: |          | 11120/? [1:03:18<00:00,  2.93it/s]\nEpoch 0: |          | 11120/? [1:03:18<00:00,  2.93it/s]\nEpoch 0: |          | 11121/? [1:03:18<00:00,  2.93it/s]\nEpoch 0: |          | 11121/? [1:03:18<00:00,  2.93it/s]\nEpoch 0: |          | 11122/? [1:03:18<00:00,  2.93it/s]\nEpoch 0: |          | 11122/? [1:03:18<00:00,  2.93it/s]\nEpoch 0: |          | 11123/? [1:03:19<00:00,  2.93it/s]\nEpoch 0: |          | 11123/? [1:03:19<00:00,  2.93it/s]\nEpoch 0: |          | 11124/? [1:03:19<00:00,  2.93it/s]\nEpoch 0: |          | 11124/? [1:03:19<00:00,  2.93it/s]\nEpoch 0: |          | 11125/? [1:03:19<00:00,  2.93it/s]\nEpoch 0: |          | 11125/? [1:03:19<00:00,  2.93it/s]\nEpoch 0: |          | 11126/? [1:03:20<00:00,  2.93it/s]\nEpoch 0: |          | 11126/? [1:03:20<00:00,  2.93it/s]\nEpoch 0: |          | 11127/? [1:03:20<00:00,  2.93it/s]\nEpoch 0: |          | 11127/? [1:03:20<00:00,  2.93it/s]\nEpoch 0: |          | 11128/? [1:03:20<00:00,  2.93it/s]\nEpoch 0: |          | 11128/? [1:03:20<00:00,  2.93it/s]\nEpoch 0: |          | 11129/? [1:03:21<00:00,  2.93it/s]\nEpoch 0: |          | 11129/? [1:03:21<00:00,  2.93it/s]\nEpoch 0: |          | 11130/? [1:03:21<00:00,  2.93it/s]\nEpoch 0: |          | 11130/? [1:03:21<00:00,  2.93it/s]\nEpoch 0: |          | 11131/? [1:03:21<00:00,  2.93it/s]\nEpoch 0: |          | 11131/? [1:03:21<00:00,  2.93it/s]\nEpoch 0: |          | 11132/? [1:03:22<00:00,  2.93it/s]\nEpoch 0: |          | 11132/? [1:03:22<00:00,  2.93it/s]\nEpoch 0: |          | 11133/? [1:03:22<00:00,  2.93it/s]\nEpoch 0: |          | 11133/? [1:03:22<00:00,  2.93it/s]\nEpoch 0: |          | 11134/? [1:03:22<00:00,  2.93it/s]\nEpoch 0: |          | 11134/? [1:03:22<00:00,  2.93it/s]\nEpoch 0: |          | 11135/? [1:03:23<00:00,  2.93it/s]\nEpoch 0: |          | 11135/? [1:03:23<00:00,  2.93it/s]\nEpoch 0: |          | 11136/? [1:03:23<00:00,  2.93it/s]\nEpoch 0: |          | 11136/? [1:03:23<00:00,  2.93it/s]\nEpoch 0: |          | 11137/? [1:03:23<00:00,  2.93it/s]\nEpoch 0: |          | 11137/? [1:03:23<00:00,  2.93it/s]\nEpoch 0: |          | 11138/? [1:03:24<00:00,  2.93it/s]\nEpoch 0: |          | 11138/? [1:03:24<00:00,  2.93it/s]\nEpoch 0: |          | 11139/? [1:03:24<00:00,  2.93it/s]\nEpoch 0: |          | 11139/? [1:03:24<00:00,  2.93it/s]\nEpoch 0: |          | 11140/? [1:03:24<00:00,  2.93it/s]\nEpoch 0: |          | 11140/? [1:03:24<00:00,  2.93it/s]\nEpoch 0: |          | 11141/? [1:03:25<00:00,  2.93it/s]\nEpoch 0: |          | 11141/? [1:03:25<00:00,  2.93it/s]\nEpoch 0: |          | 11142/? [1:03:25<00:00,  2.93it/s]\nEpoch 0: |          | 11142/? [1:03:25<00:00,  2.93it/s]\nEpoch 0: |          | 11143/? [1:03:25<00:00,  2.93it/s]\nEpoch 0: |          | 11143/? [1:03:25<00:00,  2.93it/s]\nEpoch 0: |          | 11144/? [1:03:26<00:00,  2.93it/s]\nEpoch 0: |          | 11144/? [1:03:26<00:00,  2.93it/s]\nEpoch 0: |          | 11145/? [1:03:26<00:00,  2.93it/s]\nEpoch 0: |          | 11145/? [1:03:26<00:00,  2.93it/s]\nEpoch 0: |          | 11146/? [1:03:26<00:00,  2.93it/s]\nEpoch 0: |          | 11146/? [1:03:26<00:00,  2.93it/s]\nEpoch 0: |          | 11147/? [1:03:27<00:00,  2.93it/s]\nEpoch 0: |          | 11147/? [1:03:27<00:00,  2.93it/s]\nEpoch 0: |          | 11148/? [1:03:27<00:00,  2.93it/s]\nEpoch 0: |          | 11148/? [1:03:27<00:00,  2.93it/s]\nEpoch 0: |          | 11149/? [1:03:27<00:00,  2.93it/s]\nEpoch 0: |          | 11149/? [1:03:27<00:00,  2.93it/s]\nEpoch 0: |          | 11150/? [1:03:28<00:00,  2.93it/s]\nEpoch 0: |          | 11150/? [1:03:28<00:00,  2.93it/s]\nEpoch 0: |          | 11151/? [1:03:28<00:00,  2.93it/s]\nEpoch 0: |          | 11151/? [1:03:28<00:00,  2.93it/s]\nEpoch 0: |          | 11152/? [1:03:28<00:00,  2.93it/s]\nEpoch 0: |          | 11152/? [1:03:28<00:00,  2.93it/s]\nEpoch 0: |          | 11153/? [1:03:29<00:00,  2.93it/s]\nEpoch 0: |          | 11153/? [1:03:29<00:00,  2.93it/s]\nEpoch 0: |          | 11154/? [1:03:29<00:00,  2.93it/s]\nEpoch 0: |          | 11154/? [1:03:29<00:00,  2.93it/s]\nEpoch 0: |          | 11155/? [1:03:29<00:00,  2.93it/s]\nEpoch 0: |          | 11155/? [1:03:29<00:00,  2.93it/s]\nEpoch 0: |          | 11156/? [1:03:30<00:00,  2.93it/s]\nEpoch 0: |          | 11156/? [1:03:30<00:00,  2.93it/s]\nEpoch 0: |          | 11157/? [1:03:30<00:00,  2.93it/s]\nEpoch 0: |          | 11157/? [1:03:30<00:00,  2.93it/s]\nEpoch 0: |          | 11158/? [1:03:30<00:00,  2.93it/s]\nEpoch 0: |          | 11158/? [1:03:30<00:00,  2.93it/s]\nEpoch 0: |          | 11159/? [1:03:31<00:00,  2.93it/s]\nEpoch 0: |          | 11159/? [1:03:31<00:00,  2.93it/s]\nEpoch 0: |          | 11160/? [1:03:31<00:00,  2.93it/s]\nEpoch 0: |          | 11160/? [1:03:31<00:00,  2.93it/s]\nEpoch 0: |          | 11161/? [1:03:31<00:00,  2.93it/s]\nEpoch 0: |          | 11161/? [1:03:31<00:00,  2.93it/s]\nEpoch 0: |          | 11162/? [1:03:32<00:00,  2.93it/s]\nEpoch 0: |          | 11162/? [1:03:32<00:00,  2.93it/s]\nEpoch 0: |          | 11163/? [1:03:32<00:00,  2.93it/s]\nEpoch 0: |          | 11163/? [1:03:32<00:00,  2.93it/s]\nEpoch 0: |          | 11164/? [1:03:32<00:00,  2.93it/s]\nEpoch 0: |          | 11164/? [1:03:32<00:00,  2.93it/s]\nEpoch 0: |          | 11165/? [1:03:33<00:00,  2.93it/s]\nEpoch 0: |          | 11165/? [1:03:33<00:00,  2.93it/s]\nEpoch 0: |          | 11166/? [1:03:33<00:00,  2.93it/s]\nEpoch 0: |          | 11166/? [1:03:33<00:00,  2.93it/s]\nEpoch 0: |          | 11167/? [1:03:33<00:00,  2.93it/s]\nEpoch 0: |          | 11167/? [1:03:33<00:00,  2.93it/s]\nEpoch 0: |          | 11168/? [1:03:33<00:00,  2.93it/s]\nEpoch 0: |          | 11168/? [1:03:33<00:00,  2.93it/s]\nEpoch 0: |          | 11169/? [1:03:34<00:00,  2.93it/s]\nEpoch 0: |          | 11169/? [1:03:34<00:00,  2.93it/s]\nEpoch 0: |          | 11170/? [1:03:34<00:00,  2.93it/s]\nEpoch 0: |          | 11170/? [1:03:34<00:00,  2.93it/s]\nEpoch 0: |          | 11171/? [1:03:34<00:00,  2.93it/s]\nEpoch 0: |          | 11171/? [1:03:34<00:00,  2.93it/s]\nEpoch 0: |          | 11172/? [1:03:35<00:00,  2.93it/s]\nEpoch 0: |          | 11172/? [1:03:35<00:00,  2.93it/s]\nEpoch 0: |          | 11173/? [1:03:35<00:00,  2.93it/s]\nEpoch 0: |          | 11173/? [1:03:35<00:00,  2.93it/s]\nEpoch 0: |          | 11174/? [1:03:36<00:00,  2.93it/s]\nEpoch 0: |          | 11174/? [1:03:36<00:00,  2.93it/s]\nEpoch 0: |          | 11175/? [1:03:36<00:00,  2.93it/s]\nEpoch 0: |          | 11175/? [1:03:36<00:00,  2.93it/s]\nEpoch 0: |          | 11176/? [1:03:36<00:00,  2.93it/s]\nEpoch 0: |          | 11176/? [1:03:36<00:00,  2.93it/s]\nEpoch 0: |          | 11177/? [1:03:37<00:00,  2.93it/s]\nEpoch 0: |          | 11177/? [1:03:37<00:00,  2.93it/s]\nEpoch 0: |          | 11178/? [1:03:37<00:00,  2.93it/s]\nEpoch 0: |          | 11178/? [1:03:37<00:00,  2.93it/s]\nEpoch 0: |          | 11179/? [1:03:37<00:00,  2.93it/s]\nEpoch 0: |          | 11179/? [1:03:37<00:00,  2.93it/s]\nEpoch 0: |          | 11180/? [1:03:38<00:00,  2.93it/s]\nEpoch 0: |          | 11180/? [1:03:38<00:00,  2.93it/s]\nEpoch 0: |          | 11181/? [1:03:38<00:00,  2.93it/s]\nEpoch 0: |          | 11181/? [1:03:38<00:00,  2.93it/s]\nEpoch 0: |          | 11182/? [1:03:38<00:00,  2.93it/s]\nEpoch 0: |          | 11182/? [1:03:38<00:00,  2.93it/s]\nEpoch 0: |          | 11183/? [1:03:39<00:00,  2.93it/s]\nEpoch 0: |          | 11183/? [1:03:39<00:00,  2.93it/s]\nEpoch 0: |          | 11184/? [1:03:39<00:00,  2.93it/s]\nEpoch 0: |          | 11184/? [1:03:39<00:00,  2.93it/s]\nEpoch 0: |          | 11185/? [1:03:39<00:00,  2.93it/s]\nEpoch 0: |          | 11185/? [1:03:39<00:00,  2.93it/s]\nEpoch 0: |          | 11186/? [1:03:40<00:00,  2.93it/s]\nEpoch 0: |          | 11186/? [1:03:40<00:00,  2.93it/s]\nEpoch 0: |          | 11187/? [1:03:40<00:00,  2.93it/s]\nEpoch 0: |          | 11187/? [1:03:40<00:00,  2.93it/s]\nEpoch 0: |          | 11188/? [1:03:40<00:00,  2.93it/s]\nEpoch 0: |          | 11188/? [1:03:40<00:00,  2.93it/s]\nEpoch 0: |          | 11189/? [1:03:40<00:00,  2.93it/s]\nEpoch 0: |          | 11189/? [1:03:40<00:00,  2.93it/s]\nEpoch 0: |          | 11190/? [1:03:41<00:00,  2.93it/s]\nEpoch 0: |          | 11190/? [1:03:41<00:00,  2.93it/s]\nEpoch 0: |          | 11191/? [1:03:41<00:00,  2.93it/s]\nEpoch 0: |          | 11191/? [1:03:41<00:00,  2.93it/s]\nEpoch 0: |          | 11192/? [1:03:41<00:00,  2.93it/s]\nEpoch 0: |          | 11192/? [1:03:41<00:00,  2.93it/s]\nEpoch 0: |          | 11193/? [1:03:42<00:00,  2.93it/s]\nEpoch 0: |          | 11193/? [1:03:42<00:00,  2.93it/s]\nEpoch 0: |          | 11194/? [1:03:42<00:00,  2.93it/s]\nEpoch 0: |          | 11194/? [1:03:42<00:00,  2.93it/s]\nEpoch 0: |          | 11195/? [1:03:42<00:00,  2.93it/s]\nEpoch 0: |          | 11195/? [1:03:42<00:00,  2.93it/s]\nEpoch 0: |          | 11196/? [1:03:43<00:00,  2.93it/s]\nEpoch 0: |          | 11196/? [1:03:43<00:00,  2.93it/s]\nEpoch 0: |          | 11197/? [1:03:43<00:00,  2.93it/s]\nEpoch 0: |          | 11197/? [1:03:43<00:00,  2.93it/s]\nEpoch 0: |          | 11198/? [1:03:43<00:00,  2.93it/s]\nEpoch 0: |          | 11198/? [1:03:43<00:00,  2.93it/s]\nEpoch 0: |          | 11199/? [1:03:44<00:00,  2.93it/s]\nEpoch 0: |          | 11199/? [1:03:44<00:00,  2.93it/s]\nEpoch 0: |          | 11200/? [1:03:44<00:00,  2.93it/s]\nEpoch 0: |          | 11200/? [1:03:44<00:00,  2.93it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.70it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.29it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.09it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.73it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 11200/? [1:03:44<00:00,  2.93it/s]\nEpoch 0: |          | 11201/? [1:03:45<00:00,  2.93it/s]\nEpoch 0: |          | 11201/? [1:03:45<00:00,  2.93it/s]\nEpoch 0: |          | 11202/? [1:03:45<00:00,  2.93it/s]\nEpoch 0: |          | 11202/? [1:03:45<00:00,  2.93it/s]\nEpoch 0: |          | 11203/? [1:03:45<00:00,  2.93it/s]\nEpoch 0: |          | 11203/? [1:03:45<00:00,  2.93it/s]\nEpoch 0: |          | 11204/? [1:03:46<00:00,  2.93it/s]\nEpoch 0: |          | 11204/? [1:03:46<00:00,  2.93it/s]\nEpoch 0: |          | 11205/? [1:03:46<00:00,  2.93it/s]\nEpoch 0: |          | 11205/? [1:03:46<00:00,  2.93it/s]\nEpoch 0: |          | 11206/? [1:03:46<00:00,  2.93it/s]\nEpoch 0: |          | 11206/? [1:03:46<00:00,  2.93it/s]\nEpoch 0: |          | 11207/? [1:03:47<00:00,  2.93it/s]\nEpoch 0: |          | 11207/? [1:03:47<00:00,  2.93it/s]\nEpoch 0: |          | 11208/? [1:03:47<00:00,  2.93it/s]\nEpoch 0: |          | 11208/? [1:03:47<00:00,  2.93it/s]\nEpoch 0: |          | 11209/? [1:03:47<00:00,  2.93it/s]\nEpoch 0: |          | 11209/? [1:03:47<00:00,  2.93it/s]\nEpoch 0: |          | 11210/? [1:03:48<00:00,  2.93it/s]\nEpoch 0: |          | 11210/? [1:03:48<00:00,  2.93it/s]\nEpoch 0: |          | 11211/? [1:03:48<00:00,  2.93it/s]\nEpoch 0: |          | 11211/? [1:03:48<00:00,  2.93it/s]\nEpoch 0: |          | 11212/? [1:03:48<00:00,  2.93it/s]\nEpoch 0: |          | 11212/? [1:03:48<00:00,  2.93it/s]\nEpoch 0: |          | 11213/? [1:03:49<00:00,  2.93it/s]\nEpoch 0: |          | 11213/? [1:03:49<00:00,  2.93it/s]\nEpoch 0: |          | 11214/? [1:03:49<00:00,  2.93it/s]\nEpoch 0: |          | 11214/? [1:03:49<00:00,  2.93it/s]\nEpoch 0: |          | 11215/? [1:03:49<00:00,  2.93it/s]\nEpoch 0: |          | 11215/? [1:03:49<00:00,  2.93it/s]\nEpoch 0: |          | 11216/? [1:03:50<00:00,  2.93it/s]\nEpoch 0: |          | 11216/? [1:03:50<00:00,  2.93it/s]\nEpoch 0: |          | 11217/? [1:03:50<00:00,  2.93it/s]\nEpoch 0: |          | 11217/? [1:03:50<00:00,  2.93it/s]\nEpoch 0: |          | 11218/? [1:03:50<00:00,  2.93it/s]\nEpoch 0: |          | 11218/? [1:03:50<00:00,  2.93it/s]\nEpoch 0: |          | 11219/? [1:03:51<00:00,  2.93it/s]\nEpoch 0: |          | 11219/? [1:03:51<00:00,  2.93it/s]\nEpoch 0: |          | 11220/? [1:03:51<00:00,  2.93it/s]\nEpoch 0: |          | 11220/? [1:03:51<00:00,  2.93it/s]\nEpoch 0: |          | 11221/? [1:03:51<00:00,  2.93it/s]\nEpoch 0: |          | 11221/? [1:03:51<00:00,  2.93it/s]\nEpoch 0: |          | 11222/? [1:03:52<00:00,  2.93it/s]\nEpoch 0: |          | 11222/? [1:03:52<00:00,  2.93it/s]\nEpoch 0: |          | 11223/? [1:03:52<00:00,  2.93it/s]\nEpoch 0: |          | 11223/? [1:03:52<00:00,  2.93it/s]\nEpoch 0: |          | 11224/? [1:03:52<00:00,  2.93it/s]\nEpoch 0: |          | 11224/? [1:03:52<00:00,  2.93it/s]\nEpoch 0: |          | 11225/? [1:03:53<00:00,  2.93it/s]\nEpoch 0: |          | 11225/? [1:03:53<00:00,  2.93it/s]\nEpoch 0: |          | 11226/? [1:03:53<00:00,  2.93it/s]\nEpoch 0: |          | 11226/? [1:03:53<00:00,  2.93it/s]\nEpoch 0: |          | 11227/? [1:03:53<00:00,  2.93it/s]\nEpoch 0: |          | 11227/? [1:03:53<00:00,  2.93it/s]\nEpoch 0: |          | 11228/? [1:03:54<00:00,  2.93it/s]\nEpoch 0: |          | 11228/? [1:03:54<00:00,  2.93it/s]\nEpoch 0: |          | 11229/? [1:03:54<00:00,  2.93it/s]\nEpoch 0: |          | 11229/? [1:03:54<00:00,  2.93it/s]\nEpoch 0: |          | 11230/? [1:03:54<00:00,  2.93it/s]\nEpoch 0: |          | 11230/? [1:03:54<00:00,  2.93it/s]\nEpoch 0: |          | 11231/? [1:03:55<00:00,  2.93it/s]\nEpoch 0: |          | 11231/? [1:03:55<00:00,  2.93it/s]\nEpoch 0: |          | 11232/? [1:03:55<00:00,  2.93it/s]\nEpoch 0: |          | 11232/? [1:03:55<00:00,  2.93it/s]\nEpoch 0: |          | 11233/? [1:03:55<00:00,  2.93it/s]\nEpoch 0: |          | 11233/? [1:03:55<00:00,  2.93it/s]\nEpoch 0: |          | 11234/? [1:03:56<00:00,  2.93it/s]\nEpoch 0: |          | 11234/? [1:03:56<00:00,  2.93it/s]\nEpoch 0: |          | 11235/? [1:03:56<00:00,  2.93it/s]\nEpoch 0: |          | 11235/? [1:03:56<00:00,  2.93it/s]\nEpoch 0: |          | 11236/? [1:03:56<00:00,  2.93it/s]\nEpoch 0: |          | 11236/? [1:03:56<00:00,  2.93it/s]\nEpoch 0: |          | 11237/? [1:03:57<00:00,  2.93it/s]\nEpoch 0: |          | 11237/? [1:03:57<00:00,  2.93it/s]\nEpoch 0: |          | 11238/? [1:03:57<00:00,  2.93it/s]\nEpoch 0: |          | 11238/? [1:03:57<00:00,  2.93it/s]\nEpoch 0: |          | 11239/? [1:03:57<00:00,  2.93it/s]\nEpoch 0: |          | 11239/? [1:03:57<00:00,  2.93it/s]\nEpoch 0: |          | 11240/? [1:03:58<00:00,  2.93it/s]\nEpoch 0: |          | 11240/? [1:03:58<00:00,  2.93it/s]\nEpoch 0: |          | 11241/? [1:03:58<00:00,  2.93it/s]\nEpoch 0: |          | 11241/? [1:03:58<00:00,  2.93it/s]\nEpoch 0: |          | 11242/? [1:03:58<00:00,  2.93it/s]\nEpoch 0: |          | 11242/? [1:03:58<00:00,  2.93it/s]\nEpoch 0: |          | 11243/? [1:03:59<00:00,  2.93it/s]\nEpoch 0: |          | 11243/? [1:03:59<00:00,  2.93it/s]\nEpoch 0: |          | 11244/? [1:03:59<00:00,  2.93it/s]\nEpoch 0: |          | 11244/? [1:03:59<00:00,  2.93it/s]\nEpoch 0: |          | 11245/? [1:03:59<00:00,  2.93it/s]\nEpoch 0: |          | 11245/? [1:03:59<00:00,  2.93it/s]\nEpoch 0: |          | 11246/? [1:04:00<00:00,  2.93it/s]\nEpoch 0: |          | 11246/? [1:04:00<00:00,  2.93it/s]\nEpoch 0: |          | 11247/? [1:04:00<00:00,  2.93it/s]\nEpoch 0: |          | 11247/? [1:04:00<00:00,  2.93it/s]\nEpoch 0: |          | 11248/? [1:04:00<00:00,  2.93it/s]\nEpoch 0: |          | 11248/? [1:04:00<00:00,  2.93it/s]\nEpoch 0: |          | 11249/? [1:04:01<00:00,  2.93it/s]\nEpoch 0: |          | 11249/? [1:04:01<00:00,  2.93it/s]\nEpoch 0: |          | 11250/? [1:04:01<00:00,  2.93it/s]\nEpoch 0: |          | 11250/? [1:04:01<00:00,  2.93it/s]\nEpoch 0: |          | 11251/? [1:04:01<00:00,  2.93it/s]\nEpoch 0: |          | 11251/? [1:04:01<00:00,  2.93it/s]\nEpoch 0: |          | 11252/? [1:04:02<00:00,  2.93it/s]\nEpoch 0: |          | 11252/? [1:04:02<00:00,  2.93it/s]\nEpoch 0: |          | 11253/? [1:04:02<00:00,  2.93it/s]\nEpoch 0: |          | 11253/? [1:04:02<00:00,  2.93it/s]\nEpoch 0: |          | 11254/? [1:04:02<00:00,  2.93it/s]\nEpoch 0: |          | 11254/? [1:04:02<00:00,  2.93it/s]\nEpoch 0: |          | 11255/? [1:04:03<00:00,  2.93it/s]\nEpoch 0: |          | 11255/? [1:04:03<00:00,  2.93it/s]\nEpoch 0: |          | 11256/? [1:04:03<00:00,  2.93it/s]\nEpoch 0: |          | 11256/? [1:04:03<00:00,  2.93it/s]\nEpoch 0: |          | 11257/? [1:04:03<00:00,  2.93it/s]\nEpoch 0: |          | 11257/? [1:04:03<00:00,  2.93it/s]\nEpoch 0: |          | 11258/? [1:04:04<00:00,  2.93it/s]\nEpoch 0: |          | 11258/? [1:04:04<00:00,  2.93it/s]\nEpoch 0: |          | 11259/? [1:04:04<00:00,  2.93it/s]\nEpoch 0: |          | 11259/? [1:04:04<00:00,  2.93it/s]\nEpoch 0: |          | 11260/? [1:04:04<00:00,  2.93it/s]\nEpoch 0: |          | 11260/? [1:04:04<00:00,  2.93it/s]\nEpoch 0: |          | 11261/? [1:04:05<00:00,  2.93it/s]\nEpoch 0: |          | 11261/? [1:04:05<00:00,  2.93it/s]\nEpoch 0: |          | 11262/? [1:04:05<00:00,  2.93it/s]\nEpoch 0: |          | 11262/? [1:04:05<00:00,  2.93it/s]\nEpoch 0: |          | 11263/? [1:04:05<00:00,  2.93it/s]\nEpoch 0: |          | 11263/? [1:04:05<00:00,  2.93it/s]\nEpoch 0: |          | 11264/? [1:04:06<00:00,  2.93it/s]\nEpoch 0: |          | 11264/? [1:04:06<00:00,  2.93it/s]\nEpoch 0: |          | 11265/? [1:04:06<00:00,  2.93it/s]\nEpoch 0: |          | 11265/? [1:04:06<00:00,  2.93it/s]\nEpoch 0: |          | 11266/? [1:04:06<00:00,  2.93it/s]\nEpoch 0: |          | 11266/? [1:04:06<00:00,  2.93it/s]\nEpoch 0: |          | 11267/? [1:04:07<00:00,  2.93it/s]\nEpoch 0: |          | 11267/? [1:04:07<00:00,  2.93it/s]\nEpoch 0: |          | 11268/? [1:04:07<00:00,  2.93it/s]\nEpoch 0: |          | 11268/? [1:04:07<00:00,  2.93it/s]\nEpoch 0: |          | 11269/? [1:04:07<00:00,  2.93it/s]\nEpoch 0: |          | 11269/? [1:04:07<00:00,  2.93it/s]\nEpoch 0: |          | 11270/? [1:04:08<00:00,  2.93it/s]\nEpoch 0: |          | 11270/? [1:04:08<00:00,  2.93it/s]\nEpoch 0: |          | 11271/? [1:04:08<00:00,  2.93it/s]\nEpoch 0: |          | 11271/? [1:04:08<00:00,  2.93it/s]\nEpoch 0: |          | 11272/? [1:04:08<00:00,  2.93it/s]\nEpoch 0: |          | 11272/? [1:04:08<00:00,  2.93it/s]\nEpoch 0: |          | 11273/? [1:04:09<00:00,  2.93it/s]\nEpoch 0: |          | 11273/? [1:04:09<00:00,  2.93it/s]\nEpoch 0: |          | 11274/? [1:04:09<00:00,  2.93it/s]\nEpoch 0: |          | 11274/? [1:04:09<00:00,  2.93it/s]\nEpoch 0: |          | 11275/? [1:04:09<00:00,  2.93it/s]\nEpoch 0: |          | 11275/? [1:04:09<00:00,  2.93it/s]\nEpoch 0: |          | 11276/? [1:04:10<00:00,  2.93it/s]\nEpoch 0: |          | 11276/? [1:04:10<00:00,  2.93it/s]\nEpoch 0: |          | 11277/? [1:04:10<00:00,  2.93it/s]\nEpoch 0: |          | 11277/? [1:04:10<00:00,  2.93it/s]\nEpoch 0: |          | 11278/? [1:04:10<00:00,  2.93it/s]\nEpoch 0: |          | 11278/? [1:04:10<00:00,  2.93it/s]\nEpoch 0: |          | 11279/? [1:04:11<00:00,  2.93it/s]\nEpoch 0: |          | 11279/? [1:04:11<00:00,  2.93it/s]\nEpoch 0: |          | 11280/? [1:04:11<00:00,  2.93it/s]\nEpoch 0: |          | 11280/? [1:04:11<00:00,  2.93it/s]\nEpoch 0: |          | 11281/? [1:04:11<00:00,  2.93it/s]\nEpoch 0: |          | 11281/? [1:04:11<00:00,  2.93it/s]\nEpoch 0: |          | 11282/? [1:04:12<00:00,  2.93it/s]\nEpoch 0: |          | 11282/? [1:04:12<00:00,  2.93it/s]\nEpoch 0: |          | 11283/? [1:04:12<00:00,  2.93it/s]\nEpoch 0: |          | 11283/? [1:04:12<00:00,  2.93it/s]\nEpoch 0: |          | 11284/? [1:04:12<00:00,  2.93it/s]\nEpoch 0: |          | 11284/? [1:04:12<00:00,  2.93it/s]\nEpoch 0: |          | 11285/? [1:04:12<00:00,  2.93it/s]\nEpoch 0: |          | 11285/? [1:04:12<00:00,  2.93it/s]\nEpoch 0: |          | 11286/? [1:04:13<00:00,  2.93it/s]\nEpoch 0: |          | 11286/? [1:04:13<00:00,  2.93it/s]\nEpoch 0: |          | 11287/? [1:04:13<00:00,  2.93it/s]\nEpoch 0: |          | 11287/? [1:04:13<00:00,  2.93it/s]\nEpoch 0: |          | 11288/? [1:04:13<00:00,  2.93it/s]\nEpoch 0: |          | 11288/? [1:04:13<00:00,  2.93it/s]\nEpoch 0: |          | 11289/? [1:04:14<00:00,  2.93it/s]\nEpoch 0: |          | 11289/? [1:04:14<00:00,  2.93it/s]\nEpoch 0: |          | 11290/? [1:04:14<00:00,  2.93it/s]\nEpoch 0: |          | 11290/? [1:04:14<00:00,  2.93it/s]\nEpoch 0: |          | 11291/? [1:04:14<00:00,  2.93it/s]\nEpoch 0: |          | 11291/? [1:04:14<00:00,  2.93it/s]\nEpoch 0: |          | 11292/? [1:04:15<00:00,  2.93it/s]\nEpoch 0: |          | 11292/? [1:04:15<00:00,  2.93it/s]\nEpoch 0: |          | 11293/? [1:04:15<00:00,  2.93it/s]\nEpoch 0: |          | 11293/? [1:04:15<00:00,  2.93it/s]\nEpoch 0: |          | 11294/? [1:04:15<00:00,  2.93it/s]\nEpoch 0: |          | 11294/? [1:04:15<00:00,  2.93it/s]\nEpoch 0: |          | 11295/? [1:04:16<00:00,  2.93it/s]\nEpoch 0: |          | 11295/? [1:04:16<00:00,  2.93it/s]\nEpoch 0: |          | 11296/? [1:04:16<00:00,  2.93it/s]\nEpoch 0: |          | 11296/? [1:04:16<00:00,  2.93it/s]\nEpoch 0: |          | 11297/? [1:04:16<00:00,  2.93it/s]\nEpoch 0: |          | 11297/? [1:04:16<00:00,  2.93it/s]\nEpoch 0: |          | 11298/? [1:04:17<00:00,  2.93it/s]\nEpoch 0: |          | 11298/? [1:04:17<00:00,  2.93it/s]\nEpoch 0: |          | 11299/? [1:04:17<00:00,  2.93it/s]\nEpoch 0: |          | 11299/? [1:04:17<00:00,  2.93it/s]\nEpoch 0: |          | 11300/? [1:04:17<00:00,  2.93it/s]\nEpoch 0: |          | 11300/? [1:04:17<00:00,  2.93it/s]\nEpoch 0: |          | 11301/? [1:04:18<00:00,  2.93it/s]\nEpoch 0: |          | 11301/? [1:04:18<00:00,  2.93it/s]\nEpoch 0: |          | 11302/? [1:04:18<00:00,  2.93it/s]\nEpoch 0: |          | 11302/? [1:04:18<00:00,  2.93it/s]\nEpoch 0: |          | 11303/? [1:04:18<00:00,  2.93it/s]\nEpoch 0: |          | 11303/? [1:04:18<00:00,  2.93it/s]\nEpoch 0: |          | 11304/? [1:04:19<00:00,  2.93it/s]\nEpoch 0: |          | 11304/? [1:04:19<00:00,  2.93it/s]\nEpoch 0: |          | 11305/? [1:04:19<00:00,  2.93it/s]\nEpoch 0: |          | 11305/? [1:04:19<00:00,  2.93it/s]\nEpoch 0: |          | 11306/? [1:04:19<00:00,  2.93it/s]\nEpoch 0: |          | 11306/? [1:04:19<00:00,  2.93it/s]\nEpoch 0: |          | 11307/? [1:04:20<00:00,  2.93it/s]\nEpoch 0: |          | 11307/? [1:04:20<00:00,  2.93it/s]\nEpoch 0: |          | 11308/? [1:04:20<00:00,  2.93it/s]\nEpoch 0: |          | 11308/? [1:04:20<00:00,  2.93it/s]\nEpoch 0: |          | 11309/? [1:04:20<00:00,  2.93it/s]\nEpoch 0: |          | 11309/? [1:04:20<00:00,  2.93it/s]\nEpoch 0: |          | 11310/? [1:04:21<00:00,  2.93it/s]\nEpoch 0: |          | 11310/? [1:04:21<00:00,  2.93it/s]\nEpoch 0: |          | 11311/? [1:04:21<00:00,  2.93it/s]\nEpoch 0: |          | 11311/? [1:04:21<00:00,  2.93it/s]\nEpoch 0: |          | 11312/? [1:04:21<00:00,  2.93it/s]\nEpoch 0: |          | 11312/? [1:04:21<00:00,  2.93it/s]\nEpoch 0: |          | 11313/? [1:04:22<00:00,  2.93it/s]\nEpoch 0: |          | 11313/? [1:04:22<00:00,  2.93it/s]\nEpoch 0: |          | 11314/? [1:04:22<00:00,  2.93it/s]\nEpoch 0: |          | 11314/? [1:04:22<00:00,  2.93it/s]\nEpoch 0: |          | 11315/? [1:04:22<00:00,  2.93it/s]\nEpoch 0: |          | 11315/? [1:04:22<00:00,  2.93it/s]\nEpoch 0: |          | 11316/? [1:04:23<00:00,  2.93it/s]\nEpoch 0: |          | 11316/? [1:04:23<00:00,  2.93it/s]\nEpoch 0: |          | 11317/? [1:04:23<00:00,  2.93it/s]\nEpoch 0: |          | 11317/? [1:04:23<00:00,  2.93it/s]\nEpoch 0: |          | 11318/? [1:04:23<00:00,  2.93it/s]\nEpoch 0: |          | 11318/? [1:04:23<00:00,  2.93it/s]\nEpoch 0: |          | 11319/? [1:04:24<00:00,  2.93it/s]\nEpoch 0: |          | 11319/? [1:04:24<00:00,  2.93it/s]\nEpoch 0: |          | 11320/? [1:04:24<00:00,  2.93it/s]\nEpoch 0: |          | 11320/? [1:04:24<00:00,  2.93it/s]\nEpoch 0: |          | 11321/? [1:04:24<00:00,  2.93it/s]\nEpoch 0: |          | 11321/? [1:04:24<00:00,  2.93it/s]\nEpoch 0: |          | 11322/? [1:04:25<00:00,  2.93it/s]\nEpoch 0: |          | 11322/? [1:04:25<00:00,  2.93it/s]\nEpoch 0: |          | 11323/? [1:04:25<00:00,  2.93it/s]\nEpoch 0: |          | 11323/? [1:04:25<00:00,  2.93it/s]\nEpoch 0: |          | 11324/? [1:04:25<00:00,  2.93it/s]\nEpoch 0: |          | 11324/? [1:04:25<00:00,  2.93it/s]\nEpoch 0: |          | 11325/? [1:04:26<00:00,  2.93it/s]\nEpoch 0: |          | 11325/? [1:04:26<00:00,  2.93it/s]\nEpoch 0: |          | 11326/? [1:04:26<00:00,  2.93it/s]\nEpoch 0: |          | 11326/? [1:04:26<00:00,  2.93it/s]\nEpoch 0: |          | 11327/? [1:04:26<00:00,  2.93it/s]\nEpoch 0: |          | 11327/? [1:04:26<00:00,  2.93it/s]\nEpoch 0: |          | 11328/? [1:04:26<00:00,  2.93it/s]\nEpoch 0: |          | 11328/? [1:04:26<00:00,  2.93it/s]\nEpoch 0: |          | 11329/? [1:04:27<00:00,  2.93it/s]\nEpoch 0: |          | 11329/? [1:04:27<00:00,  2.93it/s]\nEpoch 0: |          | 11330/? [1:04:27<00:00,  2.93it/s]\nEpoch 0: |          | 11330/? [1:04:27<00:00,  2.93it/s]\nEpoch 0: |          | 11331/? [1:04:27<00:00,  2.93it/s]\nEpoch 0: |          | 11331/? [1:04:27<00:00,  2.93it/s]\nEpoch 0: |          | 11332/? [1:04:28<00:00,  2.93it/s]\nEpoch 0: |          | 11332/? [1:04:28<00:00,  2.93it/s]\nEpoch 0: |          | 11333/? [1:04:28<00:00,  2.93it/s]\nEpoch 0: |          | 11333/? [1:04:28<00:00,  2.93it/s]\nEpoch 0: |          | 11334/? [1:04:28<00:00,  2.93it/s]\nEpoch 0: |          | 11334/? [1:04:28<00:00,  2.93it/s]\nEpoch 0: |          | 11335/? [1:04:29<00:00,  2.93it/s]\nEpoch 0: |          | 11335/? [1:04:29<00:00,  2.93it/s]\nEpoch 0: |          | 11336/? [1:04:29<00:00,  2.93it/s]\nEpoch 0: |          | 11336/? [1:04:29<00:00,  2.93it/s]\nEpoch 0: |          | 11337/? [1:04:29<00:00,  2.93it/s]\nEpoch 0: |          | 11337/? [1:04:29<00:00,  2.93it/s]\nEpoch 0: |          | 11338/? [1:04:30<00:00,  2.93it/s]\nEpoch 0: |          | 11338/? [1:04:30<00:00,  2.93it/s]\nEpoch 0: |          | 11339/? [1:04:30<00:00,  2.93it/s]\nEpoch 0: |          | 11339/? [1:04:30<00:00,  2.93it/s]\nEpoch 0: |          | 11340/? [1:04:30<00:00,  2.93it/s]\nEpoch 0: |          | 11340/? [1:04:30<00:00,  2.93it/s]\nEpoch 0: |          | 11341/? [1:04:31<00:00,  2.93it/s]\nEpoch 0: |          | 11341/? [1:04:31<00:00,  2.93it/s]\nEpoch 0: |          | 11342/? [1:04:31<00:00,  2.93it/s]\nEpoch 0: |          | 11342/? [1:04:31<00:00,  2.93it/s]\nEpoch 0: |          | 11343/? [1:04:31<00:00,  2.93it/s]\nEpoch 0: |          | 11343/? [1:04:31<00:00,  2.93it/s]\nEpoch 0: |          | 11344/? [1:04:32<00:00,  2.93it/s]\nEpoch 0: |          | 11344/? [1:04:32<00:00,  2.93it/s]\nEpoch 0: |          | 11345/? [1:04:32<00:00,  2.93it/s]\nEpoch 0: |          | 11345/? [1:04:32<00:00,  2.93it/s]\nEpoch 0: |          | 11346/? [1:04:32<00:00,  2.93it/s]\nEpoch 0: |          | 11346/? [1:04:32<00:00,  2.93it/s]\nEpoch 0: |          | 11347/? [1:04:33<00:00,  2.93it/s]\nEpoch 0: |          | 11347/? [1:04:33<00:00,  2.93it/s]\nEpoch 0: |          | 11348/? [1:04:33<00:00,  2.93it/s]\nEpoch 0: |          | 11348/? [1:04:33<00:00,  2.93it/s]\nEpoch 0: |          | 11349/? [1:04:33<00:00,  2.93it/s]\nEpoch 0: |          | 11349/? [1:04:33<00:00,  2.93it/s]\nEpoch 0: |          | 11350/? [1:04:34<00:00,  2.93it/s]\nEpoch 0: |          | 11350/? [1:04:34<00:00,  2.93it/s]\nEpoch 0: |          | 11351/? [1:04:34<00:00,  2.93it/s]\nEpoch 0: |          | 11351/? [1:04:34<00:00,  2.93it/s]\nEpoch 0: |          | 11352/? [1:04:34<00:00,  2.93it/s]\nEpoch 0: |          | 11352/? [1:04:34<00:00,  2.93it/s]\nEpoch 0: |          | 11353/? [1:04:35<00:00,  2.93it/s]\nEpoch 0: |          | 11353/? [1:04:35<00:00,  2.93it/s]\nEpoch 0: |          | 11354/? [1:04:35<00:00,  2.93it/s]\nEpoch 0: |          | 11354/? [1:04:35<00:00,  2.93it/s]\nEpoch 0: |          | 11355/? [1:04:35<00:00,  2.93it/s]\nEpoch 0: |          | 11355/? [1:04:35<00:00,  2.93it/s]\nEpoch 0: |          | 11356/? [1:04:36<00:00,  2.93it/s]\nEpoch 0: |          | 11356/? [1:04:36<00:00,  2.93it/s]\nEpoch 0: |          | 11357/? [1:04:36<00:00,  2.93it/s]\nEpoch 0: |          | 11357/? [1:04:36<00:00,  2.93it/s]\nEpoch 0: |          | 11358/? [1:04:36<00:00,  2.93it/s]\nEpoch 0: |          | 11358/? [1:04:36<00:00,  2.93it/s]\nEpoch 0: |          | 11359/? [1:04:37<00:00,  2.93it/s]\nEpoch 0: |          | 11359/? [1:04:37<00:00,  2.93it/s]\nEpoch 0: |          | 11360/? [1:04:37<00:00,  2.93it/s]\nEpoch 0: |          | 11360/? [1:04:37<00:00,  2.93it/s]\nEpoch 0: |          | 11361/? [1:04:37<00:00,  2.93it/s]\nEpoch 0: |          | 11361/? [1:04:37<00:00,  2.93it/s]\nEpoch 0: |          | 11362/? [1:04:38<00:00,  2.93it/s]\nEpoch 0: |          | 11362/? [1:04:38<00:00,  2.93it/s]\nEpoch 0: |          | 11363/? [1:04:38<00:00,  2.93it/s]\nEpoch 0: |          | 11363/? [1:04:38<00:00,  2.93it/s]\nEpoch 0: |          | 11364/? [1:04:38<00:00,  2.93it/s]\nEpoch 0: |          | 11364/? [1:04:38<00:00,  2.93it/s]\nEpoch 0: |          | 11365/? [1:04:39<00:00,  2.93it/s]\nEpoch 0: |          | 11365/? [1:04:39<00:00,  2.93it/s]\nEpoch 0: |          | 11366/? [1:04:39<00:00,  2.93it/s]\nEpoch 0: |          | 11366/? [1:04:39<00:00,  2.93it/s]\nEpoch 0: |          | 11367/? [1:04:39<00:00,  2.93it/s]\nEpoch 0: |          | 11367/? [1:04:39<00:00,  2.93it/s]\nEpoch 0: |          | 11368/? [1:04:40<00:00,  2.93it/s]\nEpoch 0: |          | 11368/? [1:04:40<00:00,  2.93it/s]\nEpoch 0: |          | 11369/? [1:04:40<00:00,  2.93it/s]\nEpoch 0: |          | 11369/? [1:04:40<00:00,  2.93it/s]\nEpoch 0: |          | 11370/? [1:04:40<00:00,  2.93it/s]\nEpoch 0: |          | 11370/? [1:04:40<00:00,  2.93it/s]\nEpoch 0: |          | 11371/? [1:04:41<00:00,  2.93it/s]\nEpoch 0: |          | 11371/? [1:04:41<00:00,  2.93it/s]\nEpoch 0: |          | 11372/? [1:04:41<00:00,  2.93it/s]\nEpoch 0: |          | 11372/? [1:04:41<00:00,  2.93it/s]\nEpoch 0: |          | 11373/? [1:04:41<00:00,  2.93it/s]\nEpoch 0: |          | 11373/? [1:04:41<00:00,  2.93it/s]\nEpoch 0: |          | 11374/? [1:04:42<00:00,  2.93it/s]\nEpoch 0: |          | 11374/? [1:04:42<00:00,  2.93it/s]\nEpoch 0: |          | 11375/? [1:04:42<00:00,  2.93it/s]\nEpoch 0: |          | 11375/? [1:04:42<00:00,  2.93it/s]\nEpoch 0: |          | 11376/? [1:04:42<00:00,  2.93it/s]\nEpoch 0: |          | 11376/? [1:04:42<00:00,  2.93it/s]\nEpoch 0: |          | 11377/? [1:04:43<00:00,  2.93it/s]\nEpoch 0: |          | 11377/? [1:04:43<00:00,  2.93it/s]\nEpoch 0: |          | 11378/? [1:04:43<00:00,  2.93it/s]\nEpoch 0: |          | 11378/? [1:04:43<00:00,  2.93it/s]\nEpoch 0: |          | 11379/? [1:04:43<00:00,  2.93it/s]\nEpoch 0: |          | 11379/? [1:04:43<00:00,  2.93it/s]\nEpoch 0: |          | 11380/? [1:04:44<00:00,  2.93it/s]\nEpoch 0: |          | 11380/? [1:04:44<00:00,  2.93it/s]\nEpoch 0: |          | 11381/? [1:04:44<00:00,  2.93it/s]\nEpoch 0: |          | 11381/? [1:04:44<00:00,  2.93it/s]\nEpoch 0: |          | 11382/? [1:04:44<00:00,  2.93it/s]\nEpoch 0: |          | 11382/? [1:04:44<00:00,  2.93it/s]\nEpoch 0: |          | 11383/? [1:04:45<00:00,  2.93it/s]\nEpoch 0: |          | 11383/? [1:04:45<00:00,  2.93it/s]\nEpoch 0: |          | 11384/? [1:04:45<00:00,  2.93it/s]\nEpoch 0: |          | 11384/? [1:04:45<00:00,  2.93it/s]\nEpoch 0: |          | 11385/? [1:04:45<00:00,  2.93it/s]\nEpoch 0: |          | 11385/? [1:04:45<00:00,  2.93it/s]\nEpoch 0: |          | 11386/? [1:04:45<00:00,  2.93it/s]\nEpoch 0: |          | 11386/? [1:04:45<00:00,  2.93it/s]\nEpoch 0: |          | 11387/? [1:04:46<00:00,  2.93it/s]\nEpoch 0: |          | 11387/? [1:04:46<00:00,  2.93it/s]\nEpoch 0: |          | 11388/? [1:04:46<00:00,  2.93it/s]\nEpoch 0: |          | 11388/? [1:04:46<00:00,  2.93it/s]\nEpoch 0: |          | 11389/? [1:04:46<00:00,  2.93it/s]\nEpoch 0: |          | 11389/? [1:04:46<00:00,  2.93it/s]\nEpoch 0: |          | 11390/? [1:04:47<00:00,  2.93it/s]\nEpoch 0: |          | 11390/? [1:04:47<00:00,  2.93it/s]\nEpoch 0: |          | 11391/? [1:04:47<00:00,  2.93it/s]\nEpoch 0: |          | 11391/? [1:04:47<00:00,  2.93it/s]\nEpoch 0: |          | 11392/? [1:04:47<00:00,  2.93it/s]\nEpoch 0: |          | 11392/? [1:04:47<00:00,  2.93it/s]\nEpoch 0: |          | 11393/? [1:04:48<00:00,  2.93it/s]\nEpoch 0: |          | 11393/? [1:04:48<00:00,  2.93it/s]\nEpoch 0: |          | 11394/? [1:04:48<00:00,  2.93it/s]\nEpoch 0: |          | 11394/? [1:04:48<00:00,  2.93it/s]\nEpoch 0: |          | 11395/? [1:04:48<00:00,  2.93it/s]\nEpoch 0: |          | 11395/? [1:04:48<00:00,  2.93it/s]\nEpoch 0: |          | 11396/? [1:04:49<00:00,  2.93it/s]\nEpoch 0: |          | 11396/? [1:04:49<00:00,  2.93it/s]\nEpoch 0: |          | 11397/? [1:04:49<00:00,  2.93it/s]\nEpoch 0: |          | 11397/? [1:04:49<00:00,  2.93it/s]\nEpoch 0: |          | 11398/? [1:04:49<00:00,  2.93it/s]\nEpoch 0: |          | 11398/? [1:04:49<00:00,  2.93it/s]\nEpoch 0: |          | 11399/? [1:04:50<00:00,  2.93it/s]\nEpoch 0: |          | 11399/? [1:04:50<00:00,  2.93it/s]\nEpoch 0: |          | 11400/? [1:04:50<00:00,  2.93it/s]\nEpoch 0: |          | 11400/? [1:04:50<00:00,  2.93it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.17it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.72it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.95it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.53it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 11400/? [1:04:50<00:00,  2.93it/s]\nEpoch 0: |          | 11401/? [1:04:51<00:00,  2.93it/s]\nEpoch 0: |          | 11401/? [1:04:51<00:00,  2.93it/s]\nEpoch 0: |          | 11402/? [1:04:51<00:00,  2.93it/s]\nEpoch 0: |          | 11402/? [1:04:51<00:00,  2.93it/s]\nEpoch 0: |          | 11403/? [1:04:51<00:00,  2.93it/s]\nEpoch 0: |          | 11403/? [1:04:51<00:00,  2.93it/s]\nEpoch 0: |          | 11404/? [1:04:52<00:00,  2.93it/s]\nEpoch 0: |          | 11404/? [1:04:52<00:00,  2.93it/s]\nEpoch 0: |          | 11405/? [1:04:52<00:00,  2.93it/s]\nEpoch 0: |          | 11405/? [1:04:52<00:00,  2.93it/s]\nEpoch 0: |          | 11406/? [1:04:52<00:00,  2.93it/s]\nEpoch 0: |          | 11406/? [1:04:52<00:00,  2.93it/s]\nEpoch 0: |          | 11407/? [1:04:53<00:00,  2.93it/s]\nEpoch 0: |          | 11407/? [1:04:53<00:00,  2.93it/s]\nEpoch 0: |          | 11408/? [1:04:53<00:00,  2.93it/s]\nEpoch 0: |          | 11408/? [1:04:53<00:00,  2.93it/s]\nEpoch 0: |          | 11409/? [1:04:53<00:00,  2.93it/s]\nEpoch 0: |          | 11409/? [1:04:53<00:00,  2.93it/s]\nEpoch 0: |          | 11410/? [1:04:54<00:00,  2.93it/s]\nEpoch 0: |          | 11410/? [1:04:54<00:00,  2.93it/s]\nEpoch 0: |          | 11411/? [1:04:54<00:00,  2.93it/s]\nEpoch 0: |          | 11411/? [1:04:54<00:00,  2.93it/s]\nEpoch 0: |          | 11412/? [1:04:54<00:00,  2.93it/s]\nEpoch 0: |          | 11412/? [1:04:54<00:00,  2.93it/s]\nEpoch 0: |          | 11413/? [1:04:55<00:00,  2.93it/s]\nEpoch 0: |          | 11413/? [1:04:55<00:00,  2.93it/s]\nEpoch 0: |          | 11414/? [1:04:55<00:00,  2.93it/s]\nEpoch 0: |          | 11414/? [1:04:55<00:00,  2.93it/s]\nEpoch 0: |          | 11415/? [1:04:55<00:00,  2.93it/s]\nEpoch 0: |          | 11415/? [1:04:55<00:00,  2.93it/s]\nEpoch 0: |          | 11416/? [1:04:56<00:00,  2.93it/s]\nEpoch 0: |          | 11416/? [1:04:56<00:00,  2.93it/s]\nEpoch 0: |          | 11417/? [1:04:56<00:00,  2.93it/s]\nEpoch 0: |          | 11417/? [1:04:56<00:00,  2.93it/s]\nEpoch 0: |          | 11418/? [1:04:56<00:00,  2.93it/s]\nEpoch 0: |          | 11418/? [1:04:56<00:00,  2.93it/s]\nEpoch 0: |          | 11419/? [1:04:57<00:00,  2.93it/s]\nEpoch 0: |          | 11419/? [1:04:57<00:00,  2.93it/s]\nEpoch 0: |          | 11420/? [1:04:57<00:00,  2.93it/s]\nEpoch 0: |          | 11420/? [1:04:57<00:00,  2.93it/s]\nEpoch 0: |          | 11421/? [1:04:57<00:00,  2.93it/s]\nEpoch 0: |          | 11421/? [1:04:57<00:00,  2.93it/s]\nEpoch 0: |          | 11422/? [1:04:58<00:00,  2.93it/s]\nEpoch 0: |          | 11422/? [1:04:58<00:00,  2.93it/s]\nEpoch 0: |          | 11423/? [1:04:58<00:00,  2.93it/s]\nEpoch 0: |          | 11423/? [1:04:58<00:00,  2.93it/s]\nEpoch 0: |          | 11424/? [1:04:58<00:00,  2.93it/s]\nEpoch 0: |          | 11424/? [1:04:58<00:00,  2.93it/s]\nEpoch 0: |          | 11425/? [1:04:59<00:00,  2.93it/s]\nEpoch 0: |          | 11425/? [1:04:59<00:00,  2.93it/s]\nEpoch 0: |          | 11426/? [1:04:59<00:00,  2.93it/s]\nEpoch 0: |          | 11426/? [1:04:59<00:00,  2.93it/s]\nEpoch 0: |          | 11427/? [1:04:59<00:00,  2.93it/s]\nEpoch 0: |          | 11427/? [1:04:59<00:00,  2.93it/s]\nEpoch 0: |          | 11428/? [1:05:00<00:00,  2.93it/s]\nEpoch 0: |          | 11428/? [1:05:00<00:00,  2.93it/s]\nEpoch 0: |          | 11429/? [1:05:00<00:00,  2.93it/s]\nEpoch 0: |          | 11429/? [1:05:00<00:00,  2.93it/s]\nEpoch 0: |          | 11430/? [1:05:00<00:00,  2.93it/s]\nEpoch 0: |          | 11430/? [1:05:00<00:00,  2.93it/s]\nEpoch 0: |          | 11431/? [1:05:01<00:00,  2.93it/s]\nEpoch 0: |          | 11431/? [1:05:01<00:00,  2.93it/s]\nEpoch 0: |          | 11432/? [1:05:01<00:00,  2.93it/s]\nEpoch 0: |          | 11432/? [1:05:01<00:00,  2.93it/s]\nEpoch 0: |          | 11433/? [1:05:01<00:00,  2.93it/s]\nEpoch 0: |          | 11433/? [1:05:01<00:00,  2.93it/s]\nEpoch 0: |          | 11434/? [1:05:02<00:00,  2.93it/s]\nEpoch 0: |          | 11434/? [1:05:02<00:00,  2.93it/s]\nEpoch 0: |          | 11435/? [1:05:02<00:00,  2.93it/s]\nEpoch 0: |          | 11435/? [1:05:02<00:00,  2.93it/s]\nEpoch 0: |          | 11436/? [1:05:02<00:00,  2.93it/s]\nEpoch 0: |          | 11436/? [1:05:02<00:00,  2.93it/s]\nEpoch 0: |          | 11437/? [1:05:03<00:00,  2.93it/s]\nEpoch 0: |          | 11437/? [1:05:03<00:00,  2.93it/s]\nEpoch 0: |          | 11438/? [1:05:03<00:00,  2.93it/s]\nEpoch 0: |          | 11438/? [1:05:03<00:00,  2.93it/s]\nEpoch 0: |          | 11439/? [1:05:03<00:00,  2.93it/s]\nEpoch 0: |          | 11439/? [1:05:03<00:00,  2.93it/s]\nEpoch 0: |          | 11440/? [1:05:04<00:00,  2.93it/s]\nEpoch 0: |          | 11440/? [1:05:04<00:00,  2.93it/s]\nEpoch 0: |          | 11441/? [1:05:04<00:00,  2.93it/s]\nEpoch 0: |          | 11441/? [1:05:04<00:00,  2.93it/s]\nEpoch 0: |          | 11442/? [1:05:04<00:00,  2.93it/s]\nEpoch 0: |          | 11442/? [1:05:04<00:00,  2.93it/s]\nEpoch 0: |          | 11443/? [1:05:05<00:00,  2.93it/s]\nEpoch 0: |          | 11443/? [1:05:05<00:00,  2.93it/s]\nEpoch 0: |          | 11444/? [1:05:05<00:00,  2.93it/s]\nEpoch 0: |          | 11444/? [1:05:05<00:00,  2.93it/s]\nEpoch 0: |          | 11445/? [1:05:05<00:00,  2.93it/s]\nEpoch 0: |          | 11445/? [1:05:05<00:00,  2.93it/s]\nEpoch 0: |          | 11446/? [1:05:06<00:00,  2.93it/s]\nEpoch 0: |          | 11446/? [1:05:06<00:00,  2.93it/s]\nEpoch 0: |          | 11447/? [1:05:06<00:00,  2.93it/s]\nEpoch 0: |          | 11447/? [1:05:06<00:00,  2.93it/s]\nEpoch 0: |          | 11448/? [1:05:06<00:00,  2.93it/s]\nEpoch 0: |          | 11448/? [1:05:06<00:00,  2.93it/s]\nEpoch 0: |          | 11449/? [1:05:07<00:00,  2.93it/s]\nEpoch 0: |          | 11449/? [1:05:07<00:00,  2.93it/s]\nEpoch 0: |          | 11450/? [1:05:07<00:00,  2.93it/s]\nEpoch 0: |          | 11450/? [1:05:07<00:00,  2.93it/s]\nEpoch 0: |          | 11451/? [1:05:07<00:00,  2.93it/s]\nEpoch 0: |          | 11451/? [1:05:07<00:00,  2.93it/s]\nEpoch 0: |          | 11452/? [1:05:08<00:00,  2.93it/s]\nEpoch 0: |          | 11452/? [1:05:08<00:00,  2.93it/s]\nEpoch 0: |          | 11453/? [1:05:08<00:00,  2.93it/s]\nEpoch 0: |          | 11453/? [1:05:08<00:00,  2.93it/s]\nEpoch 0: |          | 11454/? [1:05:08<00:00,  2.93it/s]\nEpoch 0: |          | 11454/? [1:05:08<00:00,  2.93it/s]\nEpoch 0: |          | 11455/? [1:05:09<00:00,  2.93it/s]\nEpoch 0: |          | 11455/? [1:05:09<00:00,  2.93it/s]\nEpoch 0: |          | 11456/? [1:05:09<00:00,  2.93it/s]\nEpoch 0: |          | 11456/? [1:05:09<00:00,  2.93it/s]\nEpoch 0: |          | 11457/? [1:05:09<00:00,  2.93it/s]\nEpoch 0: |          | 11457/? [1:05:09<00:00,  2.93it/s]\nEpoch 0: |          | 11458/? [1:05:10<00:00,  2.93it/s]\nEpoch 0: |          | 11458/? [1:05:10<00:00,  2.93it/s]\nEpoch 0: |          | 11459/? [1:05:10<00:00,  2.93it/s]\nEpoch 0: |          | 11459/? [1:05:10<00:00,  2.93it/s]\nEpoch 0: |          | 11460/? [1:05:10<00:00,  2.93it/s]\nEpoch 0: |          | 11460/? [1:05:10<00:00,  2.93it/s]\nEpoch 0: |          | 11461/? [1:05:11<00:00,  2.93it/s]\nEpoch 0: |          | 11461/? [1:05:11<00:00,  2.93it/s]\nEpoch 0: |          | 11462/? [1:05:11<00:00,  2.93it/s]\nEpoch 0: |          | 11462/? [1:05:11<00:00,  2.93it/s]\nEpoch 0: |          | 11463/? [1:05:11<00:00,  2.93it/s]\nEpoch 0: |          | 11463/? [1:05:11<00:00,  2.93it/s]\nEpoch 0: |          | 11464/? [1:05:12<00:00,  2.93it/s]\nEpoch 0: |          | 11464/? [1:05:12<00:00,  2.93it/s]\nEpoch 0: |          | 11465/? [1:05:12<00:00,  2.93it/s]\nEpoch 0: |          | 11465/? [1:05:12<00:00,  2.93it/s]\nEpoch 0: |          | 11466/? [1:05:12<00:00,  2.93it/s]\nEpoch 0: |          | 11466/? [1:05:12<00:00,  2.93it/s]\nEpoch 0: |          | 11467/? [1:05:13<00:00,  2.93it/s]\nEpoch 0: |          | 11467/? [1:05:13<00:00,  2.93it/s]\nEpoch 0: |          | 11468/? [1:05:13<00:00,  2.93it/s]\nEpoch 0: |          | 11468/? [1:05:13<00:00,  2.93it/s]\nEpoch 0: |          | 11469/? [1:05:13<00:00,  2.93it/s]\nEpoch 0: |          | 11469/? [1:05:13<00:00,  2.93it/s]\nEpoch 0: |          | 11470/? [1:05:14<00:00,  2.93it/s]\nEpoch 0: |          | 11470/? [1:05:14<00:00,  2.93it/s]\nEpoch 0: |          | 11471/? [1:05:14<00:00,  2.93it/s]\nEpoch 0: |          | 11471/? [1:05:14<00:00,  2.93it/s]\nEpoch 0: |          | 11472/? [1:05:14<00:00,  2.93it/s]\nEpoch 0: |          | 11472/? [1:05:14<00:00,  2.93it/s]\nEpoch 0: |          | 11473/? [1:05:15<00:00,  2.93it/s]\nEpoch 0: |          | 11473/? [1:05:15<00:00,  2.93it/s]\nEpoch 0: |          | 11474/? [1:05:15<00:00,  2.93it/s]\nEpoch 0: |          | 11474/? [1:05:15<00:00,  2.93it/s]\nEpoch 0: |          | 11475/? [1:05:15<00:00,  2.93it/s]\nEpoch 0: |          | 11475/? [1:05:15<00:00,  2.93it/s]\nEpoch 0: |          | 11476/? [1:05:16<00:00,  2.93it/s]\nEpoch 0: |          | 11476/? [1:05:16<00:00,  2.93it/s]\nEpoch 0: |          | 11477/? [1:05:16<00:00,  2.93it/s]\nEpoch 0: |          | 11477/? [1:05:16<00:00,  2.93it/s]\nEpoch 0: |          | 11478/? [1:05:16<00:00,  2.93it/s]\nEpoch 0: |          | 11478/? [1:05:16<00:00,  2.93it/s]\nEpoch 0: |          | 11479/? [1:05:17<00:00,  2.93it/s]\nEpoch 0: |          | 11479/? [1:05:17<00:00,  2.93it/s]\nEpoch 0: |          | 11480/? [1:05:17<00:00,  2.93it/s]\nEpoch 0: |          | 11480/? [1:05:17<00:00,  2.93it/s]\nEpoch 0: |          | 11481/? [1:05:17<00:00,  2.93it/s]\nEpoch 0: |          | 11481/? [1:05:17<00:00,  2.93it/s]\nEpoch 0: |          | 11482/? [1:05:18<00:00,  2.93it/s]\nEpoch 0: |          | 11482/? [1:05:18<00:00,  2.93it/s]\nEpoch 0: |          | 11483/? [1:05:18<00:00,  2.93it/s]\nEpoch 0: |          | 11483/? [1:05:18<00:00,  2.93it/s]\nEpoch 0: |          | 11484/? [1:05:18<00:00,  2.93it/s]\nEpoch 0: |          | 11484/? [1:05:18<00:00,  2.93it/s]\nEpoch 0: |          | 11485/? [1:05:19<00:00,  2.93it/s]\nEpoch 0: |          | 11485/? [1:05:19<00:00,  2.93it/s]\nEpoch 0: |          | 11486/? [1:05:19<00:00,  2.93it/s]\nEpoch 0: |          | 11486/? [1:05:19<00:00,  2.93it/s]\nEpoch 0: |          | 11487/? [1:05:19<00:00,  2.93it/s]\nEpoch 0: |          | 11487/? [1:05:19<00:00,  2.93it/s]\nEpoch 0: |          | 11488/? [1:05:20<00:00,  2.93it/s]\nEpoch 0: |          | 11488/? [1:05:20<00:00,  2.93it/s]\nEpoch 0: |          | 11489/? [1:05:20<00:00,  2.93it/s]\nEpoch 0: |          | 11489/? [1:05:20<00:00,  2.93it/s]\nEpoch 0: |          | 11490/? [1:05:20<00:00,  2.93it/s]\nEpoch 0: |          | 11490/? [1:05:20<00:00,  2.93it/s]\nEpoch 0: |          | 11491/? [1:05:21<00:00,  2.93it/s]\nEpoch 0: |          | 11491/? [1:05:21<00:00,  2.93it/s]\nEpoch 0: |          | 11492/? [1:05:21<00:00,  2.93it/s]\nEpoch 0: |          | 11492/? [1:05:21<00:00,  2.93it/s]\nEpoch 0: |          | 11493/? [1:05:21<00:00,  2.93it/s]\nEpoch 0: |          | 11493/? [1:05:21<00:00,  2.93it/s]\nEpoch 0: |          | 11494/? [1:05:22<00:00,  2.93it/s]\nEpoch 0: |          | 11494/? [1:05:22<00:00,  2.93it/s]\nEpoch 0: |          | 11495/? [1:05:22<00:00,  2.93it/s]\nEpoch 0: |          | 11495/? [1:05:22<00:00,  2.93it/s]\nEpoch 0: |          | 11496/? [1:05:22<00:00,  2.93it/s]\nEpoch 0: |          | 11496/? [1:05:22<00:00,  2.93it/s]\nEpoch 0: |          | 11497/? [1:05:23<00:00,  2.93it/s]\nEpoch 0: |          | 11497/? [1:05:23<00:00,  2.93it/s]\nEpoch 0: |          | 11498/? [1:05:23<00:00,  2.93it/s]\nEpoch 0: |          | 11498/? [1:05:23<00:00,  2.93it/s]\nEpoch 0: |          | 11499/? [1:05:23<00:00,  2.93it/s]\nEpoch 0: |          | 11499/? [1:05:23<00:00,  2.93it/s]\nEpoch 0: |          | 11500/? [1:05:24<00:00,  2.93it/s]\nEpoch 0: |          | 11500/? [1:05:24<00:00,  2.93it/s]\nEpoch 0: |          | 11501/? [1:05:24<00:00,  2.93it/s]\nEpoch 0: |          | 11501/? [1:05:24<00:00,  2.93it/s]\nEpoch 0: |          | 11502/? [1:05:24<00:00,  2.93it/s]\nEpoch 0: |          | 11502/? [1:05:24<00:00,  2.93it/s]\nEpoch 0: |          | 11503/? [1:05:25<00:00,  2.93it/s]\nEpoch 0: |          | 11503/? [1:05:25<00:00,  2.93it/s]\nEpoch 0: |          | 11504/? [1:05:25<00:00,  2.93it/s]\nEpoch 0: |          | 11504/? [1:05:25<00:00,  2.93it/s]\nEpoch 0: |          | 11505/? [1:05:25<00:00,  2.93it/s]\nEpoch 0: |          | 11505/? [1:05:25<00:00,  2.93it/s]\nEpoch 0: |          | 11506/? [1:05:26<00:00,  2.93it/s]\nEpoch 0: |          | 11506/? [1:05:26<00:00,  2.93it/s]\nEpoch 0: |          | 11507/? [1:05:26<00:00,  2.93it/s]\nEpoch 0: |          | 11507/? [1:05:26<00:00,  2.93it/s]\nEpoch 0: |          | 11508/? [1:05:26<00:00,  2.93it/s]\nEpoch 0: |          | 11508/? [1:05:26<00:00,  2.93it/s]\nEpoch 0: |          | 11509/? [1:05:27<00:00,  2.93it/s]\nEpoch 0: |          | 11509/? [1:05:27<00:00,  2.93it/s]\nEpoch 0: |          | 11510/? [1:05:27<00:00,  2.93it/s]\nEpoch 0: |          | 11510/? [1:05:27<00:00,  2.93it/s]\nEpoch 0: |          | 11511/? [1:05:27<00:00,  2.93it/s]\nEpoch 0: |          | 11511/? [1:05:27<00:00,  2.93it/s]\nEpoch 0: |          | 11512/? [1:05:27<00:00,  2.93it/s]\nEpoch 0: |          | 11512/? [1:05:27<00:00,  2.93it/s]\nEpoch 0: |          | 11513/? [1:05:28<00:00,  2.93it/s]\nEpoch 0: |          | 11513/? [1:05:28<00:00,  2.93it/s]\nEpoch 0: |          | 11514/? [1:05:28<00:00,  2.93it/s]\nEpoch 0: |          | 11514/? [1:05:28<00:00,  2.93it/s]\nEpoch 0: |          | 11515/? [1:05:28<00:00,  2.93it/s]\nEpoch 0: |          | 11515/? [1:05:28<00:00,  2.93it/s]\nEpoch 0: |          | 11516/? [1:05:29<00:00,  2.93it/s]\nEpoch 0: |          | 11516/? [1:05:29<00:00,  2.93it/s]\nEpoch 0: |          | 11517/? [1:05:29<00:00,  2.93it/s]\nEpoch 0: |          | 11517/? [1:05:29<00:00,  2.93it/s]\nEpoch 0: |          | 11518/? [1:05:29<00:00,  2.93it/s]\nEpoch 0: |          | 11518/? [1:05:29<00:00,  2.93it/s]\nEpoch 0: |          | 11519/? [1:05:30<00:00,  2.93it/s]\nEpoch 0: |          | 11519/? [1:05:30<00:00,  2.93it/s]\nEpoch 0: |          | 11520/? [1:05:30<00:00,  2.93it/s]\nEpoch 0: |          | 11520/? [1:05:30<00:00,  2.93it/s]\nEpoch 0: |          | 11521/? [1:05:30<00:00,  2.93it/s]\nEpoch 0: |          | 11521/? [1:05:30<00:00,  2.93it/s]\nEpoch 0: |          | 11522/? [1:05:31<00:00,  2.93it/s]\nEpoch 0: |          | 11522/? [1:05:31<00:00,  2.93it/s]\nEpoch 0: |          | 11523/? [1:05:31<00:00,  2.93it/s]\nEpoch 0: |          | 11523/? [1:05:31<00:00,  2.93it/s]\nEpoch 0: |          | 11524/? [1:05:32<00:00,  2.93it/s]\nEpoch 0: |          | 11524/? [1:05:32<00:00,  2.93it/s]\nEpoch 0: |          | 11525/? [1:05:32<00:00,  2.93it/s]\nEpoch 0: |          | 11525/? [1:05:32<00:00,  2.93it/s]\nEpoch 0: |          | 11526/? [1:05:32<00:00,  2.93it/s]\nEpoch 0: |          | 11526/? [1:05:32<00:00,  2.93it/s]\nEpoch 0: |          | 11527/? [1:05:32<00:00,  2.93it/s]\nEpoch 0: |          | 11527/? [1:05:32<00:00,  2.93it/s]\nEpoch 0: |          | 11528/? [1:05:33<00:00,  2.93it/s]\nEpoch 0: |          | 11528/? [1:05:33<00:00,  2.93it/s]\nEpoch 0: |          | 11529/? [1:05:33<00:00,  2.93it/s]\nEpoch 0: |          | 11529/? [1:05:33<00:00,  2.93it/s]\nEpoch 0: |          | 11530/? [1:05:33<00:00,  2.93it/s]\nEpoch 0: |          | 11530/? [1:05:33<00:00,  2.93it/s]\nEpoch 0: |          | 11531/? [1:05:34<00:00,  2.93it/s]\nEpoch 0: |          | 11531/? [1:05:34<00:00,  2.93it/s]\nEpoch 0: |          | 11532/? [1:05:34<00:00,  2.93it/s]\nEpoch 0: |          | 11532/? [1:05:34<00:00,  2.93it/s]\nEpoch 0: |          | 11533/? [1:05:34<00:00,  2.93it/s]\nEpoch 0: |          | 11533/? [1:05:34<00:00,  2.93it/s]\nEpoch 0: |          | 11534/? [1:05:35<00:00,  2.93it/s]\nEpoch 0: |          | 11534/? [1:05:35<00:00,  2.93it/s]\nEpoch 0: |          | 11535/? [1:05:35<00:00,  2.93it/s]\nEpoch 0: |          | 11535/? [1:05:35<00:00,  2.93it/s]\nEpoch 0: |          | 11536/? [1:05:35<00:00,  2.93it/s]\nEpoch 0: |          | 11536/? [1:05:35<00:00,  2.93it/s]\nEpoch 0: |          | 11537/? [1:05:36<00:00,  2.93it/s]\nEpoch 0: |          | 11537/? [1:05:36<00:00,  2.93it/s]\nEpoch 0: |          | 11538/? [1:05:36<00:00,  2.93it/s]\nEpoch 0: |          | 11538/? [1:05:36<00:00,  2.93it/s]\nEpoch 0: |          | 11539/? [1:05:36<00:00,  2.93it/s]\nEpoch 0: |          | 11539/? [1:05:36<00:00,  2.93it/s]\nEpoch 0: |          | 11540/? [1:05:37<00:00,  2.93it/s]\nEpoch 0: |          | 11540/? [1:05:37<00:00,  2.93it/s]\nEpoch 0: |          | 11541/? [1:05:37<00:00,  2.93it/s]\nEpoch 0: |          | 11541/? [1:05:37<00:00,  2.93it/s]\nEpoch 0: |          | 11542/? [1:05:37<00:00,  2.93it/s]\nEpoch 0: |          | 11542/? [1:05:37<00:00,  2.93it/s]\nEpoch 0: |          | 11543/? [1:05:38<00:00,  2.93it/s]\nEpoch 0: |          | 11543/? [1:05:38<00:00,  2.93it/s]\nEpoch 0: |          | 11544/? [1:05:38<00:00,  2.93it/s]\nEpoch 0: |          | 11544/? [1:05:38<00:00,  2.93it/s]\nEpoch 0: |          | 11545/? [1:05:38<00:00,  2.93it/s]\nEpoch 0: |          | 11545/? [1:05:38<00:00,  2.93it/s]\nEpoch 0: |          | 11546/? [1:05:39<00:00,  2.93it/s]\nEpoch 0: |          | 11546/? [1:05:39<00:00,  2.93it/s]\nEpoch 0: |          | 11547/? [1:05:39<00:00,  2.93it/s]\nEpoch 0: |          | 11547/? [1:05:39<00:00,  2.93it/s]\nEpoch 0: |          | 11548/? [1:05:39<00:00,  2.93it/s]\nEpoch 0: |          | 11548/? [1:05:39<00:00,  2.93it/s]\nEpoch 0: |          | 11549/? [1:05:40<00:00,  2.93it/s]\nEpoch 0: |          | 11549/? [1:05:40<00:00,  2.93it/s]\nEpoch 0: |          | 11550/? [1:05:40<00:00,  2.93it/s]\nEpoch 0: |          | 11550/? [1:05:40<00:00,  2.93it/s]\nEpoch 0: |          | 11551/? [1:05:40<00:00,  2.93it/s]\nEpoch 0: |          | 11551/? [1:05:40<00:00,  2.93it/s]\nEpoch 0: |          | 11552/? [1:05:41<00:00,  2.93it/s]\nEpoch 0: |          | 11552/? [1:05:41<00:00,  2.93it/s]\nEpoch 0: |          | 11553/? [1:05:41<00:00,  2.93it/s]\nEpoch 0: |          | 11553/? [1:05:41<00:00,  2.93it/s]\nEpoch 0: |          | 11554/? [1:05:41<00:00,  2.93it/s]\nEpoch 0: |          | 11554/? [1:05:41<00:00,  2.93it/s]\nEpoch 0: |          | 11555/? [1:05:42<00:00,  2.93it/s]\nEpoch 0: |          | 11555/? [1:05:42<00:00,  2.93it/s]\nEpoch 0: |          | 11556/? [1:05:42<00:00,  2.93it/s]\nEpoch 0: |          | 11556/? [1:05:42<00:00,  2.93it/s]\nEpoch 0: |          | 11557/? [1:05:42<00:00,  2.93it/s]\nEpoch 0: |          | 11557/? [1:05:42<00:00,  2.93it/s]\nEpoch 0: |          | 11558/? [1:05:43<00:00,  2.93it/s]\nEpoch 0: |          | 11558/? [1:05:43<00:00,  2.93it/s]\nEpoch 0: |          | 11559/? [1:05:43<00:00,  2.93it/s]\nEpoch 0: |          | 11559/? [1:05:43<00:00,  2.93it/s]\nEpoch 0: |          | 11560/? [1:05:43<00:00,  2.93it/s]\nEpoch 0: |          | 11560/? [1:05:43<00:00,  2.93it/s]\nEpoch 0: |          | 11561/? [1:05:44<00:00,  2.93it/s]\nEpoch 0: |          | 11561/? [1:05:44<00:00,  2.93it/s]\nEpoch 0: |          | 11562/? [1:05:44<00:00,  2.93it/s]\nEpoch 0: |          | 11562/? [1:05:44<00:00,  2.93it/s]\nEpoch 0: |          | 11563/? [1:05:44<00:00,  2.93it/s]\nEpoch 0: |          | 11563/? [1:05:44<00:00,  2.93it/s]\nEpoch 0: |          | 11564/? [1:05:45<00:00,  2.93it/s]\nEpoch 0: |          | 11564/? [1:05:45<00:00,  2.93it/s]\nEpoch 0: |          | 11565/? [1:05:45<00:00,  2.93it/s]\nEpoch 0: |          | 11565/? [1:05:45<00:00,  2.93it/s]\nEpoch 0: |          | 11566/? [1:05:45<00:00,  2.93it/s]\nEpoch 0: |          | 11566/? [1:05:45<00:00,  2.93it/s]\nEpoch 0: |          | 11567/? [1:05:46<00:00,  2.93it/s]\nEpoch 0: |          | 11567/? [1:05:46<00:00,  2.93it/s]\nEpoch 0: |          | 11568/? [1:05:46<00:00,  2.93it/s]\nEpoch 0: |          | 11568/? [1:05:46<00:00,  2.93it/s]\nEpoch 0: |          | 11569/? [1:05:46<00:00,  2.93it/s]\nEpoch 0: |          | 11569/? [1:05:46<00:00,  2.93it/s]\nEpoch 0: |          | 11570/? [1:05:47<00:00,  2.93it/s]\nEpoch 0: |          | 11570/? [1:05:47<00:00,  2.93it/s]\nEpoch 0: |          | 11571/? [1:05:47<00:00,  2.93it/s]\nEpoch 0: |          | 11571/? [1:05:47<00:00,  2.93it/s]\nEpoch 0: |          | 11572/? [1:05:47<00:00,  2.93it/s]\nEpoch 0: |          | 11572/? [1:05:47<00:00,  2.93it/s]\nEpoch 0: |          | 11573/? [1:05:48<00:00,  2.93it/s]\nEpoch 0: |          | 11573/? [1:05:48<00:00,  2.93it/s]\nEpoch 0: |          | 11574/? [1:05:48<00:00,  2.93it/s]\nEpoch 0: |          | 11574/? [1:05:48<00:00,  2.93it/s]\nEpoch 0: |          | 11575/? [1:05:48<00:00,  2.93it/s]\nEpoch 0: |          | 11575/? [1:05:48<00:00,  2.93it/s]\nEpoch 0: |          | 11576/? [1:05:49<00:00,  2.93it/s]\nEpoch 0: |          | 11576/? [1:05:49<00:00,  2.93it/s]\nEpoch 0: |          | 11577/? [1:05:49<00:00,  2.93it/s]\nEpoch 0: |          | 11577/? [1:05:49<00:00,  2.93it/s]\nEpoch 0: |          | 11578/? [1:05:49<00:00,  2.93it/s]\nEpoch 0: |          | 11578/? [1:05:49<00:00,  2.93it/s]\nEpoch 0: |          | 11579/? [1:05:50<00:00,  2.93it/s]\nEpoch 0: |          | 11579/? [1:05:50<00:00,  2.93it/s]\nEpoch 0: |          | 11580/? [1:05:50<00:00,  2.93it/s]\nEpoch 0: |          | 11580/? [1:05:50<00:00,  2.93it/s]\nEpoch 0: |          | 11581/? [1:05:50<00:00,  2.93it/s]\nEpoch 0: |          | 11581/? [1:05:50<00:00,  2.93it/s]\nEpoch 0: |          | 11582/? [1:05:50<00:00,  2.93it/s]\nEpoch 0: |          | 11582/? [1:05:50<00:00,  2.93it/s]\nEpoch 0: |          | 11583/? [1:05:51<00:00,  2.93it/s]\nEpoch 0: |          | 11583/? [1:05:51<00:00,  2.93it/s]\nEpoch 0: |          | 11584/? [1:05:51<00:00,  2.93it/s]\nEpoch 0: |          | 11584/? [1:05:51<00:00,  2.93it/s]\nEpoch 0: |          | 11585/? [1:05:51<00:00,  2.93it/s]\nEpoch 0: |          | 11585/? [1:05:51<00:00,  2.93it/s]\nEpoch 0: |          | 11586/? [1:05:52<00:00,  2.93it/s]\nEpoch 0: |          | 11586/? [1:05:52<00:00,  2.93it/s]\nEpoch 0: |          | 11587/? [1:05:52<00:00,  2.93it/s]\nEpoch 0: |          | 11587/? [1:05:52<00:00,  2.93it/s]\nEpoch 0: |          | 11588/? [1:05:52<00:00,  2.93it/s]\nEpoch 0: |          | 11588/? [1:05:52<00:00,  2.93it/s]\nEpoch 0: |          | 11589/? [1:05:53<00:00,  2.93it/s]\nEpoch 0: |          | 11589/? [1:05:53<00:00,  2.93it/s]\nEpoch 0: |          | 11590/? [1:05:53<00:00,  2.93it/s]\nEpoch 0: |          | 11590/? [1:05:53<00:00,  2.93it/s]\nEpoch 0: |          | 11591/? [1:05:53<00:00,  2.93it/s]\nEpoch 0: |          | 11591/? [1:05:53<00:00,  2.93it/s]\nEpoch 0: |          | 11592/? [1:05:54<00:00,  2.93it/s]\nEpoch 0: |          | 11592/? [1:05:54<00:00,  2.93it/s]\nEpoch 0: |          | 11593/? [1:05:54<00:00,  2.93it/s]\nEpoch 0: |          | 11593/? [1:05:54<00:00,  2.93it/s]\nEpoch 0: |          | 11594/? [1:05:54<00:00,  2.93it/s]\nEpoch 0: |          | 11594/? [1:05:54<00:00,  2.93it/s]\nEpoch 0: |          | 11595/? [1:05:55<00:00,  2.93it/s]\nEpoch 0: |          | 11595/? [1:05:55<00:00,  2.93it/s]\nEpoch 0: |          | 11596/? [1:05:55<00:00,  2.93it/s]\nEpoch 0: |          | 11596/? [1:05:55<00:00,  2.93it/s]\nEpoch 0: |          | 11597/? [1:05:55<00:00,  2.93it/s]\nEpoch 0: |          | 11597/? [1:05:55<00:00,  2.93it/s]\nEpoch 0: |          | 11598/? [1:05:56<00:00,  2.93it/s]\nEpoch 0: |          | 11598/? [1:05:56<00:00,  2.93it/s]\nEpoch 0: |          | 11599/? [1:05:56<00:00,  2.93it/s]\nEpoch 0: |          | 11599/? [1:05:56<00:00,  2.93it/s]\nEpoch 0: |          | 11600/? [1:05:56<00:00,  2.93it/s]\nEpoch 0: |          | 11600/? [1:05:56<00:00,  2.93it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.30it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.24it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.76it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.53it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 11600/? [1:05:57<00:00,  2.93it/s]\nEpoch 0: |          | 11601/? [1:05:57<00:00,  2.93it/s]\nEpoch 0: |          | 11601/? [1:05:57<00:00,  2.93it/s]\nEpoch 0: |          | 11602/? [1:05:57<00:00,  2.93it/s]\nEpoch 0: |          | 11602/? [1:05:57<00:00,  2.93it/s]\nEpoch 0: |          | 11603/? [1:05:58<00:00,  2.93it/s]\nEpoch 0: |          | 11603/? [1:05:58<00:00,  2.93it/s]\nEpoch 0: |          | 11604/? [1:05:58<00:00,  2.93it/s]\nEpoch 0: |          | 11604/? [1:05:58<00:00,  2.93it/s]\nEpoch 0: |          | 11605/? [1:05:58<00:00,  2.93it/s]\nEpoch 0: |          | 11605/? [1:05:58<00:00,  2.93it/s]\nEpoch 0: |          | 11606/? [1:05:59<00:00,  2.93it/s]\nEpoch 0: |          | 11606/? [1:05:59<00:00,  2.93it/s]\nEpoch 0: |          | 11607/? [1:05:59<00:00,  2.93it/s]\nEpoch 0: |          | 11607/? [1:05:59<00:00,  2.93it/s]\nEpoch 0: |          | 11608/? [1:05:59<00:00,  2.93it/s]\nEpoch 0: |          | 11608/? [1:05:59<00:00,  2.93it/s]\nEpoch 0: |          | 11609/? [1:06:00<00:00,  2.93it/s]\nEpoch 0: |          | 11609/? [1:06:00<00:00,  2.93it/s]\nEpoch 0: |          | 11610/? [1:06:00<00:00,  2.93it/s]\nEpoch 0: |          | 11610/? [1:06:00<00:00,  2.93it/s]\nEpoch 0: |          | 11611/? [1:06:00<00:00,  2.93it/s]\nEpoch 0: |          | 11611/? [1:06:00<00:00,  2.93it/s]\nEpoch 0: |          | 11612/? [1:06:01<00:00,  2.93it/s]\nEpoch 0: |          | 11612/? [1:06:01<00:00,  2.93it/s]\nEpoch 0: |          | 11613/? [1:06:01<00:00,  2.93it/s]\nEpoch 0: |          | 11613/? [1:06:01<00:00,  2.93it/s]\nEpoch 0: |          | 11614/? [1:06:01<00:00,  2.93it/s]\nEpoch 0: |          | 11614/? [1:06:01<00:00,  2.93it/s]\nEpoch 0: |          | 11615/? [1:06:02<00:00,  2.93it/s]\nEpoch 0: |          | 11615/? [1:06:02<00:00,  2.93it/s]\nEpoch 0: |          | 11616/? [1:06:02<00:00,  2.93it/s]\nEpoch 0: |          | 11616/? [1:06:02<00:00,  2.93it/s]\nEpoch 0: |          | 11617/? [1:06:02<00:00,  2.93it/s]\nEpoch 0: |          | 11617/? [1:06:02<00:00,  2.93it/s]\nEpoch 0: |          | 11618/? [1:06:03<00:00,  2.93it/s]\nEpoch 0: |          | 11618/? [1:06:03<00:00,  2.93it/s]\nEpoch 0: |          | 11619/? [1:06:03<00:00,  2.93it/s]\nEpoch 0: |          | 11619/? [1:06:03<00:00,  2.93it/s]\nEpoch 0: |          | 11620/? [1:06:03<00:00,  2.93it/s]\nEpoch 0: |          | 11620/? [1:06:03<00:00,  2.93it/s]\nEpoch 0: |          | 11621/? [1:06:04<00:00,  2.93it/s]\nEpoch 0: |          | 11621/? [1:06:04<00:00,  2.93it/s]\nEpoch 0: |          | 11622/? [1:06:04<00:00,  2.93it/s]\nEpoch 0: |          | 11622/? [1:06:04<00:00,  2.93it/s]\nEpoch 0: |          | 11623/? [1:06:04<00:00,  2.93it/s]\nEpoch 0: |          | 11623/? [1:06:04<00:00,  2.93it/s]\nEpoch 0: |          | 11624/? [1:06:05<00:00,  2.93it/s]\nEpoch 0: |          | 11624/? [1:06:05<00:00,  2.93it/s]\nEpoch 0: |          | 11625/? [1:06:05<00:00,  2.93it/s]\nEpoch 0: |          | 11625/? [1:06:05<00:00,  2.93it/s]\nEpoch 0: |          | 11626/? [1:06:05<00:00,  2.93it/s]\nEpoch 0: |          | 11626/? [1:06:05<00:00,  2.93it/s]\nEpoch 0: |          | 11627/? [1:06:06<00:00,  2.93it/s]\nEpoch 0: |          | 11627/? [1:06:06<00:00,  2.93it/s]\nEpoch 0: |          | 11628/? [1:06:06<00:00,  2.93it/s]\nEpoch 0: |          | 11628/? [1:06:06<00:00,  2.93it/s]\nEpoch 0: |          | 11629/? [1:06:06<00:00,  2.93it/s]\nEpoch 0: |          | 11629/? [1:06:06<00:00,  2.93it/s]\nEpoch 0: |          | 11630/? [1:06:07<00:00,  2.93it/s]\nEpoch 0: |          | 11630/? [1:06:07<00:00,  2.93it/s]\nEpoch 0: |          | 11631/? [1:06:07<00:00,  2.93it/s]\nEpoch 0: |          | 11631/? [1:06:07<00:00,  2.93it/s]\nEpoch 0: |          | 11632/? [1:06:07<00:00,  2.93it/s]\nEpoch 0: |          | 11632/? [1:06:07<00:00,  2.93it/s]\nEpoch 0: |          | 11633/? [1:06:08<00:00,  2.93it/s]\nEpoch 0: |          | 11633/? [1:06:08<00:00,  2.93it/s]\nEpoch 0: |          | 11634/? [1:06:08<00:00,  2.93it/s]\nEpoch 0: |          | 11634/? [1:06:08<00:00,  2.93it/s]\nEpoch 0: |          | 11635/? [1:06:08<00:00,  2.93it/s]\nEpoch 0: |          | 11635/? [1:06:08<00:00,  2.93it/s]\nEpoch 0: |          | 11636/? [1:06:09<00:00,  2.93it/s]\nEpoch 0: |          | 11636/? [1:06:09<00:00,  2.93it/s]\nEpoch 0: |          | 11637/? [1:06:09<00:00,  2.93it/s]\nEpoch 0: |          | 11637/? [1:06:09<00:00,  2.93it/s]\nEpoch 0: |          | 11638/? [1:06:09<00:00,  2.93it/s]\nEpoch 0: |          | 11638/? [1:06:09<00:00,  2.93it/s]\nEpoch 0: |          | 11639/? [1:06:10<00:00,  2.93it/s]\nEpoch 0: |          | 11639/? [1:06:10<00:00,  2.93it/s]\nEpoch 0: |          | 11640/? [1:06:10<00:00,  2.93it/s]\nEpoch 0: |          | 11640/? [1:06:10<00:00,  2.93it/s]\nEpoch 0: |          | 11641/? [1:06:10<00:00,  2.93it/s]\nEpoch 0: |          | 11641/? [1:06:10<00:00,  2.93it/s]\nEpoch 0: |          | 11642/? [1:06:11<00:00,  2.93it/s]\nEpoch 0: |          | 11642/? [1:06:11<00:00,  2.93it/s]\nEpoch 0: |          | 11643/? [1:06:11<00:00,  2.93it/s]\nEpoch 0: |          | 11643/? [1:06:11<00:00,  2.93it/s]\nEpoch 0: |          | 11644/? [1:06:11<00:00,  2.93it/s]\nEpoch 0: |          | 11644/? [1:06:11<00:00,  2.93it/s]\nEpoch 0: |          | 11645/? [1:06:12<00:00,  2.93it/s]\nEpoch 0: |          | 11645/? [1:06:12<00:00,  2.93it/s]\nEpoch 0: |          | 11646/? [1:06:12<00:00,  2.93it/s]\nEpoch 0: |          | 11646/? [1:06:12<00:00,  2.93it/s]\nEpoch 0: |          | 11647/? [1:06:12<00:00,  2.93it/s]\nEpoch 0: |          | 11647/? [1:06:12<00:00,  2.93it/s]\nEpoch 0: |          | 11648/? [1:06:13<00:00,  2.93it/s]\nEpoch 0: |          | 11648/? [1:06:13<00:00,  2.93it/s]\nEpoch 0: |          | 11649/? [1:06:13<00:00,  2.93it/s]\nEpoch 0: |          | 11649/? [1:06:13<00:00,  2.93it/s]\nEpoch 0: |          | 11650/? [1:06:13<00:00,  2.93it/s]\nEpoch 0: |          | 11650/? [1:06:13<00:00,  2.93it/s]\nEpoch 0: |          | 11651/? [1:06:13<00:00,  2.93it/s]\nEpoch 0: |          | 11651/? [1:06:13<00:00,  2.93it/s]\nEpoch 0: |          | 11652/? [1:06:14<00:00,  2.93it/s]\nEpoch 0: |          | 11652/? [1:06:14<00:00,  2.93it/s]\nEpoch 0: |          | 11653/? [1:06:14<00:00,  2.93it/s]\nEpoch 0: |          | 11653/? [1:06:14<00:00,  2.93it/s]\nEpoch 0: |          | 11654/? [1:06:14<00:00,  2.93it/s]\nEpoch 0: |          | 11654/? [1:06:14<00:00,  2.93it/s]\nEpoch 0: |          | 11655/? [1:06:15<00:00,  2.93it/s]\nEpoch 0: |          | 11655/? [1:06:15<00:00,  2.93it/s]\nEpoch 0: |          | 11656/? [1:06:15<00:00,  2.93it/s]\nEpoch 0: |          | 11656/? [1:06:15<00:00,  2.93it/s]\nEpoch 0: |          | 11657/? [1:06:15<00:00,  2.93it/s]\nEpoch 0: |          | 11657/? [1:06:15<00:00,  2.93it/s]\nEpoch 0: |          | 11658/? [1:06:16<00:00,  2.93it/s]\nEpoch 0: |          | 11658/? [1:06:16<00:00,  2.93it/s]\nEpoch 0: |          | 11659/? [1:06:16<00:00,  2.93it/s]\nEpoch 0: |          | 11659/? [1:06:16<00:00,  2.93it/s]\nEpoch 0: |          | 11660/? [1:06:16<00:00,  2.93it/s]\nEpoch 0: |          | 11660/? [1:06:16<00:00,  2.93it/s]\nEpoch 0: |          | 11661/? [1:06:17<00:00,  2.93it/s]\nEpoch 0: |          | 11661/? [1:06:17<00:00,  2.93it/s]\nEpoch 0: |          | 11662/? [1:06:17<00:00,  2.93it/s]\nEpoch 0: |          | 11662/? [1:06:17<00:00,  2.93it/s]\nEpoch 0: |          | 11663/? [1:06:17<00:00,  2.93it/s]\nEpoch 0: |          | 11663/? [1:06:17<00:00,  2.93it/s]\nEpoch 0: |          | 11664/? [1:06:18<00:00,  2.93it/s]\nEpoch 0: |          | 11664/? [1:06:18<00:00,  2.93it/s]\nEpoch 0: |          | 11665/? [1:06:18<00:00,  2.93it/s]\nEpoch 0: |          | 11665/? [1:06:18<00:00,  2.93it/s]\nEpoch 0: |          | 11666/? [1:06:18<00:00,  2.93it/s]\nEpoch 0: |          | 11666/? [1:06:18<00:00,  2.93it/s]\nEpoch 0: |          | 11667/? [1:06:19<00:00,  2.93it/s]\nEpoch 0: |          | 11667/? [1:06:19<00:00,  2.93it/s]\nEpoch 0: |          | 11668/? [1:06:19<00:00,  2.93it/s]\nEpoch 0: |          | 11668/? [1:06:19<00:00,  2.93it/s]\nEpoch 0: |          | 11669/? [1:06:19<00:00,  2.93it/s]\nEpoch 0: |          | 11669/? [1:06:19<00:00,  2.93it/s]\nEpoch 0: |          | 11670/? [1:06:20<00:00,  2.93it/s]\nEpoch 0: |          | 11670/? [1:06:20<00:00,  2.93it/s]\nEpoch 0: |          | 11671/? [1:06:20<00:00,  2.93it/s]\nEpoch 0: |          | 11671/? [1:06:20<00:00,  2.93it/s]\nEpoch 0: |          | 11672/? [1:06:20<00:00,  2.93it/s]\nEpoch 0: |          | 11672/? [1:06:20<00:00,  2.93it/s]\nEpoch 0: |          | 11673/? [1:06:21<00:00,  2.93it/s]\nEpoch 0: |          | 11673/? [1:06:21<00:00,  2.93it/s]\nEpoch 0: |          | 11674/? [1:06:21<00:00,  2.93it/s]\nEpoch 0: |          | 11674/? [1:06:21<00:00,  2.93it/s]\nEpoch 0: |          | 11675/? [1:06:21<00:00,  2.93it/s]\nEpoch 0: |          | 11675/? [1:06:21<00:00,  2.93it/s]\nEpoch 0: |          | 11676/? [1:06:22<00:00,  2.93it/s]\nEpoch 0: |          | 11676/? [1:06:22<00:00,  2.93it/s]\nEpoch 0: |          | 11677/? [1:06:22<00:00,  2.93it/s]\nEpoch 0: |          | 11677/? [1:06:22<00:00,  2.93it/s]\nEpoch 0: |          | 11678/? [1:06:22<00:00,  2.93it/s]\nEpoch 0: |          | 11678/? [1:06:22<00:00,  2.93it/s]\nEpoch 0: |          | 11679/? [1:06:23<00:00,  2.93it/s]\nEpoch 0: |          | 11679/? [1:06:23<00:00,  2.93it/s]\nEpoch 0: |          | 11680/? [1:06:23<00:00,  2.93it/s]\nEpoch 0: |          | 11680/? [1:06:23<00:00,  2.93it/s]\nEpoch 0: |          | 11681/? [1:06:23<00:00,  2.93it/s]\nEpoch 0: |          | 11681/? [1:06:23<00:00,  2.93it/s]\nEpoch 0: |          | 11682/? [1:06:24<00:00,  2.93it/s]\nEpoch 0: |          | 11682/? [1:06:24<00:00,  2.93it/s]\nEpoch 0: |          | 11683/? [1:06:24<00:00,  2.93it/s]\nEpoch 0: |          | 11683/? [1:06:24<00:00,  2.93it/s]\nEpoch 0: |          | 11684/? [1:06:24<00:00,  2.93it/s]\nEpoch 0: |          | 11684/? [1:06:24<00:00,  2.93it/s]\nEpoch 0: |          | 11685/? [1:06:25<00:00,  2.93it/s]\nEpoch 0: |          | 11685/? [1:06:25<00:00,  2.93it/s]\nEpoch 0: |          | 11686/? [1:06:25<00:00,  2.93it/s]\nEpoch 0: |          | 11686/? [1:06:25<00:00,  2.93it/s]\nEpoch 0: |          | 11687/? [1:06:25<00:00,  2.93it/s]\nEpoch 0: |          | 11687/? [1:06:25<00:00,  2.93it/s]\nEpoch 0: |          | 11688/? [1:06:26<00:00,  2.93it/s]\nEpoch 0: |          | 11688/? [1:06:26<00:00,  2.93it/s]\nEpoch 0: |          | 11689/? [1:06:26<00:00,  2.93it/s]\nEpoch 0: |          | 11689/? [1:06:26<00:00,  2.93it/s]\nEpoch 0: |          | 11690/? [1:06:26<00:00,  2.93it/s]\nEpoch 0: |          | 11690/? [1:06:26<00:00,  2.93it/s]\nEpoch 0: |          | 11691/? [1:06:27<00:00,  2.93it/s]\nEpoch 0: |          | 11691/? [1:06:27<00:00,  2.93it/s]\nEpoch 0: |          | 11692/? [1:06:27<00:00,  2.93it/s]\nEpoch 0: |          | 11692/? [1:06:27<00:00,  2.93it/s]\nEpoch 0: |          | 11693/? [1:06:27<00:00,  2.93it/s]\nEpoch 0: |          | 11693/? [1:06:27<00:00,  2.93it/s]\nEpoch 0: |          | 11694/? [1:06:28<00:00,  2.93it/s]\nEpoch 0: |          | 11694/? [1:06:28<00:00,  2.93it/s]\nEpoch 0: |          | 11695/? [1:06:28<00:00,  2.93it/s]\nEpoch 0: |          | 11695/? [1:06:28<00:00,  2.93it/s]\nEpoch 0: |          | 11696/? [1:06:28<00:00,  2.93it/s]\nEpoch 0: |          | 11696/? [1:06:28<00:00,  2.93it/s]\nEpoch 0: |          | 11697/? [1:06:29<00:00,  2.93it/s]\nEpoch 0: |          | 11697/? [1:06:29<00:00,  2.93it/s]\nEpoch 0: |          | 11698/? [1:06:29<00:00,  2.93it/s]\nEpoch 0: |          | 11698/? [1:06:29<00:00,  2.93it/s]\nEpoch 0: |          | 11699/? [1:06:29<00:00,  2.93it/s]\nEpoch 0: |          | 11699/? [1:06:29<00:00,  2.93it/s]\nEpoch 0: |          | 11700/? [1:06:30<00:00,  2.93it/s]\nEpoch 0: |          | 11700/? [1:06:30<00:00,  2.93it/s]\nEpoch 0: |          | 11701/? [1:06:30<00:00,  2.93it/s]\nEpoch 0: |          | 11701/? [1:06:30<00:00,  2.93it/s]\nEpoch 0: |          | 11702/? [1:06:30<00:00,  2.93it/s]\nEpoch 0: |          | 11702/? [1:06:30<00:00,  2.93it/s]\nEpoch 0: |          | 11703/? [1:06:31<00:00,  2.93it/s]\nEpoch 0: |          | 11703/? [1:06:31<00:00,  2.93it/s]\nEpoch 0: |          | 11704/? [1:06:31<00:00,  2.93it/s]\nEpoch 0: |          | 11704/? [1:06:31<00:00,  2.93it/s]\nEpoch 0: |          | 11705/? [1:06:31<00:00,  2.93it/s]\nEpoch 0: |          | 11705/? [1:06:31<00:00,  2.93it/s]\nEpoch 0: |          | 11706/? [1:06:32<00:00,  2.93it/s]\nEpoch 0: |          | 11706/? [1:06:32<00:00,  2.93it/s]\nEpoch 0: |          | 11707/? [1:06:32<00:00,  2.93it/s]\nEpoch 0: |          | 11707/? [1:06:32<00:00,  2.93it/s]\nEpoch 0: |          | 11708/? [1:06:32<00:00,  2.93it/s]\nEpoch 0: |          | 11708/? [1:06:32<00:00,  2.93it/s]\nEpoch 0: |          | 11709/? [1:06:33<00:00,  2.93it/s]\nEpoch 0: |          | 11709/? [1:06:33<00:00,  2.93it/s]\nEpoch 0: |          | 11710/? [1:06:33<00:00,  2.93it/s]\nEpoch 0: |          | 11710/? [1:06:33<00:00,  2.93it/s]\nEpoch 0: |          | 11711/? [1:06:33<00:00,  2.93it/s]\nEpoch 0: |          | 11711/? [1:06:33<00:00,  2.93it/s]\nEpoch 0: |          | 11712/? [1:06:34<00:00,  2.93it/s]\nEpoch 0: |          | 11712/? [1:06:34<00:00,  2.93it/s]\nEpoch 0: |          | 11713/? [1:06:34<00:00,  2.93it/s]\nEpoch 0: |          | 11713/? [1:06:34<00:00,  2.93it/s]\nEpoch 0: |          | 11714/? [1:06:34<00:00,  2.93it/s]\nEpoch 0: |          | 11714/? [1:06:34<00:00,  2.93it/s]\nEpoch 0: |          | 11715/? [1:06:35<00:00,  2.93it/s]\nEpoch 0: |          | 11715/? [1:06:35<00:00,  2.93it/s]\nEpoch 0: |          | 11716/? [1:06:35<00:00,  2.93it/s]\nEpoch 0: |          | 11716/? [1:06:35<00:00,  2.93it/s]\nEpoch 0: |          | 11717/? [1:06:35<00:00,  2.93it/s]\nEpoch 0: |          | 11717/? [1:06:35<00:00,  2.93it/s]\nEpoch 0: |          | 11718/? [1:06:35<00:00,  2.93it/s]\nEpoch 0: |          | 11718/? [1:06:35<00:00,  2.93it/s]\nEpoch 0: |          | 11719/? [1:06:36<00:00,  2.93it/s]\nEpoch 0: |          | 11719/? [1:06:36<00:00,  2.93it/s]\nEpoch 0: |          | 11720/? [1:06:36<00:00,  2.93it/s]\nEpoch 0: |          | 11720/? [1:06:36<00:00,  2.93it/s]\nEpoch 0: |          | 11721/? [1:06:36<00:00,  2.93it/s]\nEpoch 0: |          | 11721/? [1:06:36<00:00,  2.93it/s]\nEpoch 0: |          | 11722/? [1:06:37<00:00,  2.93it/s]\nEpoch 0: |          | 11722/? [1:06:37<00:00,  2.93it/s]\nEpoch 0: |          | 11723/? [1:06:37<00:00,  2.93it/s]\nEpoch 0: |          | 11723/? [1:06:37<00:00,  2.93it/s]\nEpoch 0: |          | 11724/? [1:06:37<00:00,  2.93it/s]\nEpoch 0: |          | 11724/? [1:06:37<00:00,  2.93it/s]\nEpoch 0: |          | 11725/? [1:06:38<00:00,  2.93it/s]\nEpoch 0: |          | 11725/? [1:06:38<00:00,  2.93it/s]\nEpoch 0: |          | 11726/? [1:06:38<00:00,  2.93it/s]\nEpoch 0: |          | 11726/? [1:06:38<00:00,  2.93it/s]\nEpoch 0: |          | 11727/? [1:06:38<00:00,  2.93it/s]\nEpoch 0: |          | 11727/? [1:06:38<00:00,  2.93it/s]\nEpoch 0: |          | 11728/? [1:06:39<00:00,  2.93it/s]\nEpoch 0: |          | 11728/? [1:06:39<00:00,  2.93it/s]\nEpoch 0: |          | 11729/? [1:06:39<00:00,  2.93it/s]\nEpoch 0: |          | 11729/? [1:06:39<00:00,  2.93it/s]\nEpoch 0: |          | 11730/? [1:06:39<00:00,  2.93it/s]\nEpoch 0: |          | 11730/? [1:06:39<00:00,  2.93it/s]\nEpoch 0: |          | 11731/? [1:06:40<00:00,  2.93it/s]\nEpoch 0: |          | 11731/? [1:06:40<00:00,  2.93it/s]\nEpoch 0: |          | 11732/? [1:06:40<00:00,  2.93it/s]\nEpoch 0: |          | 11732/? [1:06:40<00:00,  2.93it/s]\nEpoch 0: |          | 11733/? [1:06:40<00:00,  2.93it/s]\nEpoch 0: |          | 11733/? [1:06:40<00:00,  2.93it/s]\nEpoch 0: |          | 11734/? [1:06:41<00:00,  2.93it/s]\nEpoch 0: |          | 11734/? [1:06:41<00:00,  2.93it/s]\nEpoch 0: |          | 11735/? [1:06:41<00:00,  2.93it/s]\nEpoch 0: |          | 11735/? [1:06:41<00:00,  2.93it/s]\nEpoch 0: |          | 11736/? [1:06:41<00:00,  2.93it/s]\nEpoch 0: |          | 11736/? [1:06:41<00:00,  2.93it/s]\nEpoch 0: |          | 11737/? [1:06:42<00:00,  2.93it/s]\nEpoch 0: |          | 11737/? [1:06:42<00:00,  2.93it/s]\nEpoch 0: |          | 11738/? [1:06:42<00:00,  2.93it/s]\nEpoch 0: |          | 11738/? [1:06:42<00:00,  2.93it/s]\nEpoch 0: |          | 11739/? [1:06:42<00:00,  2.93it/s]\nEpoch 0: |          | 11739/? [1:06:42<00:00,  2.93it/s]\nEpoch 0: |          | 11740/? [1:06:43<00:00,  2.93it/s]\nEpoch 0: |          | 11740/? [1:06:43<00:00,  2.93it/s]\nEpoch 0: |          | 11741/? [1:06:43<00:00,  2.93it/s]\nEpoch 0: |          | 11741/? [1:06:43<00:00,  2.93it/s]\nEpoch 0: |          | 11742/? [1:06:43<00:00,  2.93it/s]\nEpoch 0: |          | 11742/? [1:06:43<00:00,  2.93it/s]\nEpoch 0: |          | 11743/? [1:06:44<00:00,  2.93it/s]\nEpoch 0: |          | 11743/? [1:06:44<00:00,  2.93it/s]\nEpoch 0: |          | 11744/? [1:06:44<00:00,  2.93it/s]\nEpoch 0: |          | 11744/? [1:06:44<00:00,  2.93it/s]\nEpoch 0: |          | 11745/? [1:06:44<00:00,  2.93it/s]\nEpoch 0: |          | 11745/? [1:06:44<00:00,  2.93it/s]\nEpoch 0: |          | 11746/? [1:06:45<00:00,  2.93it/s]\nEpoch 0: |          | 11746/? [1:06:45<00:00,  2.93it/s]\nEpoch 0: |          | 11747/? [1:06:45<00:00,  2.93it/s]\nEpoch 0: |          | 11747/? [1:06:45<00:00,  2.93it/s]\nEpoch 0: |          | 11748/? [1:06:45<00:00,  2.93it/s]\nEpoch 0: |          | 11748/? [1:06:45<00:00,  2.93it/s]\nEpoch 0: |          | 11749/? [1:06:46<00:00,  2.93it/s]\nEpoch 0: |          | 11749/? [1:06:46<00:00,  2.93it/s]\nEpoch 0: |          | 11750/? [1:06:46<00:00,  2.93it/s]\nEpoch 0: |          | 11750/? [1:06:46<00:00,  2.93it/s]\nEpoch 0: |          | 11751/? [1:06:46<00:00,  2.93it/s]\nEpoch 0: |          | 11751/? [1:06:46<00:00,  2.93it/s]\nEpoch 0: |          | 11752/? [1:06:47<00:00,  2.93it/s]\nEpoch 0: |          | 11752/? [1:06:47<00:00,  2.93it/s]\nEpoch 0: |          | 11753/? [1:06:47<00:00,  2.93it/s]\nEpoch 0: |          | 11753/? [1:06:47<00:00,  2.93it/s]\nEpoch 0: |          | 11754/? [1:06:47<00:00,  2.93it/s]\nEpoch 0: |          | 11754/? [1:06:47<00:00,  2.93it/s]\nEpoch 0: |          | 11755/? [1:06:48<00:00,  2.93it/s]\nEpoch 0: |          | 11755/? [1:06:48<00:00,  2.93it/s]\nEpoch 0: |          | 11756/? [1:06:48<00:00,  2.93it/s]\nEpoch 0: |          | 11756/? [1:06:48<00:00,  2.93it/s]\nEpoch 0: |          | 11757/? [1:06:48<00:00,  2.93it/s]\nEpoch 0: |          | 11757/? [1:06:48<00:00,  2.93it/s]\nEpoch 0: |          | 11758/? [1:06:49<00:00,  2.93it/s]\nEpoch 0: |          | 11758/? [1:06:49<00:00,  2.93it/s]\nEpoch 0: |          | 11759/? [1:06:49<00:00,  2.93it/s]\nEpoch 0: |          | 11759/? [1:06:49<00:00,  2.93it/s]\nEpoch 0: |          | 11760/? [1:06:49<00:00,  2.93it/s]\nEpoch 0: |          | 11760/? [1:06:49<00:00,  2.93it/s]\nEpoch 0: |          | 11761/? [1:06:50<00:00,  2.93it/s]\nEpoch 0: |          | 11761/? [1:06:50<00:00,  2.93it/s]\nEpoch 0: |          | 11762/? [1:06:50<00:00,  2.93it/s]\nEpoch 0: |          | 11762/? [1:06:50<00:00,  2.93it/s]\nEpoch 0: |          | 11763/? [1:06:50<00:00,  2.93it/s]\nEpoch 0: |          | 11763/? [1:06:50<00:00,  2.93it/s]\nEpoch 0: |          | 11764/? [1:06:51<00:00,  2.93it/s]\nEpoch 0: |          | 11764/? [1:06:51<00:00,  2.93it/s]\nEpoch 0: |          | 11765/? [1:06:51<00:00,  2.93it/s]\nEpoch 0: |          | 11765/? [1:06:51<00:00,  2.93it/s]\nEpoch 0: |          | 11766/? [1:06:51<00:00,  2.93it/s]\nEpoch 0: |          | 11766/? [1:06:51<00:00,  2.93it/s]\nEpoch 0: |          | 11767/? [1:06:52<00:00,  2.93it/s]\nEpoch 0: |          | 11767/? [1:06:52<00:00,  2.93it/s]\nEpoch 0: |          | 11768/? [1:06:52<00:00,  2.93it/s]\nEpoch 0: |          | 11768/? [1:06:52<00:00,  2.93it/s]\nEpoch 0: |          | 11769/? [1:06:52<00:00,  2.93it/s]\nEpoch 0: |          | 11769/? [1:06:52<00:00,  2.93it/s]\nEpoch 0: |          | 11770/? [1:06:53<00:00,  2.93it/s]\nEpoch 0: |          | 11770/? [1:06:53<00:00,  2.93it/s]\nEpoch 0: |          | 11771/? [1:06:53<00:00,  2.93it/s]\nEpoch 0: |          | 11771/? [1:06:53<00:00,  2.93it/s]\nEpoch 0: |          | 11772/? [1:06:53<00:00,  2.93it/s]\nEpoch 0: |          | 11772/? [1:06:53<00:00,  2.93it/s]\nEpoch 0: |          | 11773/? [1:06:54<00:00,  2.93it/s]\nEpoch 0: |          | 11773/? [1:06:54<00:00,  2.93it/s]\nEpoch 0: |          | 11774/? [1:06:54<00:00,  2.93it/s]\nEpoch 0: |          | 11774/? [1:06:54<00:00,  2.93it/s]\nEpoch 0: |          | 11775/? [1:06:54<00:00,  2.93it/s]\nEpoch 0: |          | 11775/? [1:06:54<00:00,  2.93it/s]\nEpoch 0: |          | 11776/? [1:06:55<00:00,  2.93it/s]\nEpoch 0: |          | 11776/? [1:06:55<00:00,  2.93it/s]\nEpoch 0: |          | 11777/? [1:06:55<00:00,  2.93it/s]\nEpoch 0: |          | 11777/? [1:06:55<00:00,  2.93it/s]\nEpoch 0: |          | 11778/? [1:06:55<00:00,  2.93it/s]\nEpoch 0: |          | 11778/? [1:06:55<00:00,  2.93it/s]\nEpoch 0: |          | 11779/? [1:06:55<00:00,  2.93it/s]\nEpoch 0: |          | 11779/? [1:06:55<00:00,  2.93it/s]\nEpoch 0: |          | 11780/? [1:06:56<00:00,  2.93it/s]\nEpoch 0: |          | 11780/? [1:06:56<00:00,  2.93it/s]\nEpoch 0: |          | 11781/? [1:06:56<00:00,  2.93it/s]\nEpoch 0: |          | 11781/? [1:06:56<00:00,  2.93it/s]\nEpoch 0: |          | 11782/? [1:06:56<00:00,  2.93it/s]\nEpoch 0: |          | 11782/? [1:06:56<00:00,  2.93it/s]\nEpoch 0: |          | 11783/? [1:06:57<00:00,  2.93it/s]\nEpoch 0: |          | 11783/? [1:06:57<00:00,  2.93it/s]\nEpoch 0: |          | 11784/? [1:06:57<00:00,  2.93it/s]\nEpoch 0: |          | 11784/? [1:06:57<00:00,  2.93it/s]\nEpoch 0: |          | 11785/? [1:06:57<00:00,  2.93it/s]\nEpoch 0: |          | 11785/? [1:06:57<00:00,  2.93it/s]\nEpoch 0: |          | 11786/? [1:06:58<00:00,  2.93it/s]\nEpoch 0: |          | 11786/? [1:06:58<00:00,  2.93it/s]\nEpoch 0: |          | 11787/? [1:06:58<00:00,  2.93it/s]\nEpoch 0: |          | 11787/? [1:06:58<00:00,  2.93it/s]\nEpoch 0: |          | 11788/? [1:06:58<00:00,  2.93it/s]\nEpoch 0: |          | 11788/? [1:06:58<00:00,  2.93it/s]\nEpoch 0: |          | 11789/? [1:06:59<00:00,  2.93it/s]\nEpoch 0: |          | 11789/? [1:06:59<00:00,  2.93it/s]\nEpoch 0: |          | 11790/? [1:06:59<00:00,  2.93it/s]\nEpoch 0: |          | 11790/? [1:06:59<00:00,  2.93it/s]\nEpoch 0: |          | 11791/? [1:06:59<00:00,  2.93it/s]\nEpoch 0: |          | 11791/? [1:06:59<00:00,  2.93it/s]\nEpoch 0: |          | 11792/? [1:07:00<00:00,  2.93it/s]\nEpoch 0: |          | 11792/? [1:07:00<00:00,  2.93it/s]\nEpoch 0: |          | 11793/? [1:07:00<00:00,  2.93it/s]\nEpoch 0: |          | 11793/? [1:07:00<00:00,  2.93it/s]\nEpoch 0: |          | 11794/? [1:07:00<00:00,  2.93it/s]\nEpoch 0: |          | 11794/? [1:07:00<00:00,  2.93it/s]\nEpoch 0: |          | 11795/? [1:07:01<00:00,  2.93it/s]\nEpoch 0: |          | 11795/? [1:07:01<00:00,  2.93it/s]\nEpoch 0: |          | 11796/? [1:07:01<00:00,  2.93it/s]\nEpoch 0: |          | 11796/? [1:07:01<00:00,  2.93it/s]\nEpoch 0: |          | 11797/? [1:07:01<00:00,  2.93it/s]\nEpoch 0: |          | 11797/? [1:07:01<00:00,  2.93it/s]\nEpoch 0: |          | 11798/? [1:07:02<00:00,  2.93it/s]\nEpoch 0: |          | 11798/? [1:07:02<00:00,  2.93it/s]\nEpoch 0: |          | 11799/? [1:07:02<00:00,  2.93it/s]\nEpoch 0: |          | 11799/? [1:07:02<00:00,  2.93it/s]\nEpoch 0: |          | 11800/? [1:07:02<00:00,  2.93it/s]\nEpoch 0: |          | 11800/? [1:07:02<00:00,  2.93it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.69it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.41it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.96it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.54it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 11800/? [1:07:03<00:00,  2.93it/s]\nEpoch 0: |          | 11801/? [1:07:03<00:00,  2.93it/s]\nEpoch 0: |          | 11801/? [1:07:03<00:00,  2.93it/s]\nEpoch 0: |          | 11802/? [1:07:03<00:00,  2.93it/s]\nEpoch 0: |          | 11802/? [1:07:03<00:00,  2.93it/s]\nEpoch 0: |          | 11803/? [1:07:04<00:00,  2.93it/s]\nEpoch 0: |          | 11803/? [1:07:04<00:00,  2.93it/s]\nEpoch 0: |          | 11804/? [1:07:04<00:00,  2.93it/s]\nEpoch 0: |          | 11804/? [1:07:04<00:00,  2.93it/s]\nEpoch 0: |          | 11805/? [1:07:04<00:00,  2.93it/s]\nEpoch 0: |          | 11805/? [1:07:04<00:00,  2.93it/s]\nEpoch 0: |          | 11806/? [1:07:05<00:00,  2.93it/s]\nEpoch 0: |          | 11806/? [1:07:05<00:00,  2.93it/s]\nEpoch 0: |          | 11807/? [1:07:05<00:00,  2.93it/s]\nEpoch 0: |          | 11807/? [1:07:05<00:00,  2.93it/s]\nEpoch 0: |          | 11808/? [1:07:05<00:00,  2.93it/s]\nEpoch 0: |          | 11808/? [1:07:05<00:00,  2.93it/s]\nEpoch 0: |          | 11809/? [1:07:06<00:00,  2.93it/s]\nEpoch 0: |          | 11809/? [1:07:06<00:00,  2.93it/s]\nEpoch 0: |          | 11810/? [1:07:06<00:00,  2.93it/s]\nEpoch 0: |          | 11810/? [1:07:06<00:00,  2.93it/s]\nEpoch 0: |          | 11811/? [1:07:06<00:00,  2.93it/s]\nEpoch 0: |          | 11811/? [1:07:06<00:00,  2.93it/s]\nEpoch 0: |          | 11812/? [1:07:07<00:00,  2.93it/s]\nEpoch 0: |          | 11812/? [1:07:07<00:00,  2.93it/s]\nEpoch 0: |          | 11813/? [1:07:07<00:00,  2.93it/s]\nEpoch 0: |          | 11813/? [1:07:07<00:00,  2.93it/s]\nEpoch 0: |          | 11814/? [1:07:07<00:00,  2.93it/s]\nEpoch 0: |          | 11814/? [1:07:07<00:00,  2.93it/s]\nEpoch 0: |          | 11815/? [1:07:08<00:00,  2.93it/s]\nEpoch 0: |          | 11815/? [1:07:08<00:00,  2.93it/s]\nEpoch 0: |          | 11816/? [1:07:08<00:00,  2.93it/s]\nEpoch 0: |          | 11816/? [1:07:08<00:00,  2.93it/s]\nEpoch 0: |          | 11817/? [1:07:08<00:00,  2.93it/s]\nEpoch 0: |          | 11817/? [1:07:08<00:00,  2.93it/s]\nEpoch 0: |          | 11818/? [1:07:09<00:00,  2.93it/s]\nEpoch 0: |          | 11818/? [1:07:09<00:00,  2.93it/s]\nEpoch 0: |          | 11819/? [1:07:09<00:00,  2.93it/s]\nEpoch 0: |          | 11819/? [1:07:09<00:00,  2.93it/s]\nEpoch 0: |          | 11820/? [1:07:09<00:00,  2.93it/s]\nEpoch 0: |          | 11820/? [1:07:09<00:00,  2.93it/s]\nEpoch 0: |          | 11821/? [1:07:10<00:00,  2.93it/s]\nEpoch 0: |          | 11821/? [1:07:10<00:00,  2.93it/s]\nEpoch 0: |          | 11822/? [1:07:10<00:00,  2.93it/s]\nEpoch 0: |          | 11822/? [1:07:10<00:00,  2.93it/s]\nEpoch 0: |          | 11823/? [1:07:10<00:00,  2.93it/s]\nEpoch 0: |          | 11823/? [1:07:10<00:00,  2.93it/s]\nEpoch 0: |          | 11824/? [1:07:11<00:00,  2.93it/s]\nEpoch 0: |          | 11824/? [1:07:11<00:00,  2.93it/s]\nEpoch 0: |          | 11825/? [1:07:11<00:00,  2.93it/s]\nEpoch 0: |          | 11825/? [1:07:11<00:00,  2.93it/s]\nEpoch 0: |          | 11826/? [1:07:11<00:00,  2.93it/s]\nEpoch 0: |          | 11826/? [1:07:11<00:00,  2.93it/s]\nEpoch 0: |          | 11827/? [1:07:11<00:00,  2.93it/s]\nEpoch 0: |          | 11827/? [1:07:11<00:00,  2.93it/s]\nEpoch 0: |          | 11828/? [1:07:12<00:00,  2.93it/s]\nEpoch 0: |          | 11828/? [1:07:12<00:00,  2.93it/s]\nEpoch 0: |          | 11829/? [1:07:12<00:00,  2.93it/s]\nEpoch 0: |          | 11829/? [1:07:12<00:00,  2.93it/s]\nEpoch 0: |          | 11830/? [1:07:12<00:00,  2.93it/s]\nEpoch 0: |          | 11830/? [1:07:12<00:00,  2.93it/s]\nEpoch 0: |          | 11831/? [1:07:13<00:00,  2.93it/s]\nEpoch 0: |          | 11831/? [1:07:13<00:00,  2.93it/s]\nEpoch 0: |          | 11832/? [1:07:13<00:00,  2.93it/s]\nEpoch 0: |          | 11832/? [1:07:13<00:00,  2.93it/s]\nEpoch 0: |          | 11833/? [1:07:13<00:00,  2.93it/s]\nEpoch 0: |          | 11833/? [1:07:13<00:00,  2.93it/s]\nEpoch 0: |          | 11834/? [1:07:14<00:00,  2.93it/s]\nEpoch 0: |          | 11834/? [1:07:14<00:00,  2.93it/s]\nEpoch 0: |          | 11835/? [1:07:14<00:00,  2.93it/s]\nEpoch 0: |          | 11835/? [1:07:14<00:00,  2.93it/s]\nEpoch 0: |          | 11836/? [1:07:14<00:00,  2.93it/s]\nEpoch 0: |          | 11836/? [1:07:14<00:00,  2.93it/s]\nEpoch 0: |          | 11837/? [1:07:15<00:00,  2.93it/s]\nEpoch 0: |          | 11837/? [1:07:15<00:00,  2.93it/s]\nEpoch 0: |          | 11838/? [1:07:15<00:00,  2.93it/s]\nEpoch 0: |          | 11838/? [1:07:15<00:00,  2.93it/s]\nEpoch 0: |          | 11839/? [1:07:15<00:00,  2.93it/s]\nEpoch 0: |          | 11839/? [1:07:15<00:00,  2.93it/s]\nEpoch 0: |          | 11840/? [1:07:16<00:00,  2.93it/s]\nEpoch 0: |          | 11840/? [1:07:16<00:00,  2.93it/s]\nEpoch 0: |          | 11841/? [1:07:16<00:00,  2.93it/s]\nEpoch 0: |          | 11841/? [1:07:16<00:00,  2.93it/s]\nEpoch 0: |          | 11842/? [1:07:16<00:00,  2.93it/s]\nEpoch 0: |          | 11842/? [1:07:16<00:00,  2.93it/s]\nEpoch 0: |          | 11843/? [1:07:17<00:00,  2.93it/s]\nEpoch 0: |          | 11843/? [1:07:17<00:00,  2.93it/s]\nEpoch 0: |          | 11844/? [1:07:17<00:00,  2.93it/s]\nEpoch 0: |          | 11844/? [1:07:17<00:00,  2.93it/s]\nEpoch 0: |          | 11845/? [1:07:17<00:00,  2.93it/s]\nEpoch 0: |          | 11845/? [1:07:17<00:00,  2.93it/s]\nEpoch 0: |          | 11846/? [1:07:18<00:00,  2.93it/s]\nEpoch 0: |          | 11846/? [1:07:18<00:00,  2.93it/s]\nEpoch 0: |          | 11847/? [1:07:18<00:00,  2.93it/s]\nEpoch 0: |          | 11847/? [1:07:18<00:00,  2.93it/s]\nEpoch 0: |          | 11848/? [1:07:18<00:00,  2.93it/s]\nEpoch 0: |          | 11848/? [1:07:18<00:00,  2.93it/s]\nEpoch 0: |          | 11849/? [1:07:19<00:00,  2.93it/s]\nEpoch 0: |          | 11849/? [1:07:19<00:00,  2.93it/s]\nEpoch 0: |          | 11850/? [1:07:19<00:00,  2.93it/s]\nEpoch 0: |          | 11850/? [1:07:19<00:00,  2.93it/s]\nEpoch 0: |          | 11851/? [1:07:19<00:00,  2.93it/s]\nEpoch 0: |          | 11851/? [1:07:19<00:00,  2.93it/s]\nEpoch 0: |          | 11852/? [1:07:20<00:00,  2.93it/s]\nEpoch 0: |          | 11852/? [1:07:20<00:00,  2.93it/s]\nEpoch 0: |          | 11853/? [1:07:20<00:00,  2.93it/s]\nEpoch 0: |          | 11853/? [1:07:20<00:00,  2.93it/s]\nEpoch 0: |          | 11854/? [1:07:20<00:00,  2.93it/s]\nEpoch 0: |          | 11854/? [1:07:20<00:00,  2.93it/s]\nEpoch 0: |          | 11855/? [1:07:21<00:00,  2.93it/s]\nEpoch 0: |          | 11855/? [1:07:21<00:00,  2.93it/s]\nEpoch 0: |          | 11856/? [1:07:21<00:00,  2.93it/s]\nEpoch 0: |          | 11856/? [1:07:21<00:00,  2.93it/s]\nEpoch 0: |          | 11857/? [1:07:21<00:00,  2.93it/s]\nEpoch 0: |          | 11857/? [1:07:21<00:00,  2.93it/s]\nEpoch 0: |          | 11858/? [1:07:22<00:00,  2.93it/s]\nEpoch 0: |          | 11858/? [1:07:22<00:00,  2.93it/s]\nEpoch 0: |          | 11859/? [1:07:22<00:00,  2.93it/s]\nEpoch 0: |          | 11859/? [1:07:22<00:00,  2.93it/s]\nEpoch 0: |          | 11860/? [1:07:22<00:00,  2.93it/s]\nEpoch 0: |          | 11860/? [1:07:22<00:00,  2.93it/s]\nEpoch 0: |          | 11861/? [1:07:23<00:00,  2.93it/s]\nEpoch 0: |          | 11861/? [1:07:23<00:00,  2.93it/s]\nEpoch 0: |          | 11862/? [1:07:23<00:00,  2.93it/s]\nEpoch 0: |          | 11862/? [1:07:23<00:00,  2.93it/s]\nEpoch 0: |          | 11863/? [1:07:23<00:00,  2.93it/s]\nEpoch 0: |          | 11863/? [1:07:23<00:00,  2.93it/s]\nEpoch 0: |          | 11864/? [1:07:24<00:00,  2.93it/s]\nEpoch 0: |          | 11864/? [1:07:24<00:00,  2.93it/s]\nEpoch 0: |          | 11865/? [1:07:24<00:00,  2.93it/s]\nEpoch 0: |          | 11865/? [1:07:24<00:00,  2.93it/s]\nEpoch 0: |          | 11866/? [1:07:24<00:00,  2.93it/s]\nEpoch 0: |          | 11866/? [1:07:24<00:00,  2.93it/s]\nEpoch 0: |          | 11867/? [1:07:25<00:00,  2.93it/s]\nEpoch 0: |          | 11867/? [1:07:25<00:00,  2.93it/s]\nEpoch 0: |          | 11868/? [1:07:25<00:00,  2.93it/s]\nEpoch 0: |          | 11868/? [1:07:25<00:00,  2.93it/s]\nEpoch 0: |          | 11869/? [1:07:25<00:00,  2.93it/s]\nEpoch 0: |          | 11869/? [1:07:25<00:00,  2.93it/s]\nEpoch 0: |          | 11870/? [1:07:26<00:00,  2.93it/s]\nEpoch 0: |          | 11870/? [1:07:26<00:00,  2.93it/s]\nEpoch 0: |          | 11871/? [1:07:26<00:00,  2.93it/s]\nEpoch 0: |          | 11871/? [1:07:26<00:00,  2.93it/s]\nEpoch 0: |          | 11872/? [1:07:26<00:00,  2.93it/s]\nEpoch 0: |          | 11872/? [1:07:26<00:00,  2.93it/s]\nEpoch 0: |          | 11873/? [1:07:27<00:00,  2.93it/s]\nEpoch 0: |          | 11873/? [1:07:27<00:00,  2.93it/s]\nEpoch 0: |          | 11874/? [1:07:27<00:00,  2.93it/s]\nEpoch 0: |          | 11874/? [1:07:27<00:00,  2.93it/s]\nEpoch 0: |          | 11875/? [1:07:27<00:00,  2.93it/s]\nEpoch 0: |          | 11875/? [1:07:27<00:00,  2.93it/s]\nEpoch 0: |          | 11876/? [1:07:28<00:00,  2.93it/s]\nEpoch 0: |          | 11876/? [1:07:28<00:00,  2.93it/s]\nEpoch 0: |          | 11877/? [1:07:28<00:00,  2.93it/s]\nEpoch 0: |          | 11877/? [1:07:28<00:00,  2.93it/s]\nEpoch 0: |          | 11878/? [1:07:28<00:00,  2.93it/s]\nEpoch 0: |          | 11878/? [1:07:28<00:00,  2.93it/s]\nEpoch 0: |          | 11879/? [1:07:29<00:00,  2.93it/s]\nEpoch 0: |          | 11879/? [1:07:29<00:00,  2.93it/s]\nEpoch 0: |          | 11880/? [1:07:29<00:00,  2.93it/s]\nEpoch 0: |          | 11880/? [1:07:29<00:00,  2.93it/s]\nEpoch 0: |          | 11881/? [1:07:29<00:00,  2.93it/s]\nEpoch 0: |          | 11881/? [1:07:29<00:00,  2.93it/s]\nEpoch 0: |          | 11882/? [1:07:30<00:00,  2.93it/s]\nEpoch 0: |          | 11882/? [1:07:30<00:00,  2.93it/s]\nEpoch 0: |          | 11883/? [1:07:30<00:00,  2.93it/s]\nEpoch 0: |          | 11883/? [1:07:30<00:00,  2.93it/s]\nEpoch 0: |          | 11884/? [1:07:30<00:00,  2.93it/s]\nEpoch 0: |          | 11884/? [1:07:30<00:00,  2.93it/s]\nEpoch 0: |          | 11885/? [1:07:31<00:00,  2.93it/s]\nEpoch 0: |          | 11885/? [1:07:31<00:00,  2.93it/s]\nEpoch 0: |          | 11886/? [1:07:31<00:00,  2.93it/s]\nEpoch 0: |          | 11886/? [1:07:31<00:00,  2.93it/s]\nEpoch 0: |          | 11887/? [1:07:31<00:00,  2.93it/s]\nEpoch 0: |          | 11887/? [1:07:31<00:00,  2.93it/s]\nEpoch 0: |          | 11888/? [1:07:32<00:00,  2.93it/s]\nEpoch 0: |          | 11888/? [1:07:32<00:00,  2.93it/s]\nEpoch 0: |          | 11889/? [1:07:32<00:00,  2.93it/s]\nEpoch 0: |          | 11889/? [1:07:32<00:00,  2.93it/s]\nEpoch 0: |          | 11890/? [1:07:32<00:00,  2.93it/s]\nEpoch 0: |          | 11890/? [1:07:32<00:00,  2.93it/s]\nEpoch 0: |          | 11891/? [1:07:33<00:00,  2.93it/s]\nEpoch 0: |          | 11891/? [1:07:33<00:00,  2.93it/s]\nEpoch 0: |          | 11892/? [1:07:33<00:00,  2.93it/s]\nEpoch 0: |          | 11892/? [1:07:33<00:00,  2.93it/s]\nEpoch 0: |          | 11893/? [1:07:33<00:00,  2.93it/s]\nEpoch 0: |          | 11893/? [1:07:33<00:00,  2.93it/s]\nEpoch 0: |          | 11894/? [1:07:34<00:00,  2.93it/s]\nEpoch 0: |          | 11894/? [1:07:34<00:00,  2.93it/s]\nEpoch 0: |          | 11895/? [1:07:34<00:00,  2.93it/s]\nEpoch 0: |          | 11895/? [1:07:34<00:00,  2.93it/s]\nEpoch 0: |          | 11896/? [1:07:34<00:00,  2.93it/s]\nEpoch 0: |          | 11896/? [1:07:34<00:00,  2.93it/s]\nEpoch 0: |          | 11897/? [1:07:35<00:00,  2.93it/s]\nEpoch 0: |          | 11897/? [1:07:35<00:00,  2.93it/s]\nEpoch 0: |          | 11898/? [1:07:35<00:00,  2.93it/s]\nEpoch 0: |          | 11898/? [1:07:35<00:00,  2.93it/s]\nEpoch 0: |          | 11899/? [1:07:35<00:00,  2.93it/s]\nEpoch 0: |          | 11899/? [1:07:35<00:00,  2.93it/s]\nEpoch 0: |          | 11900/? [1:07:36<00:00,  2.93it/s]\nEpoch 0: |          | 11900/? [1:07:36<00:00,  2.93it/s]\nEpoch 0: |          | 11901/? [1:07:36<00:00,  2.93it/s]\nEpoch 0: |          | 11901/? [1:07:36<00:00,  2.93it/s]\nEpoch 0: |          | 11902/? [1:07:36<00:00,  2.93it/s]\nEpoch 0: |          | 11902/? [1:07:36<00:00,  2.93it/s]\nEpoch 0: |          | 11903/? [1:07:37<00:00,  2.93it/s]\nEpoch 0: |          | 11903/? [1:07:37<00:00,  2.93it/s]\nEpoch 0: |          | 11904/? [1:07:37<00:00,  2.93it/s]\nEpoch 0: |          | 11904/? [1:07:37<00:00,  2.93it/s]\nEpoch 0: |          | 11905/? [1:07:37<00:00,  2.93it/s]\nEpoch 0: |          | 11905/? [1:07:37<00:00,  2.93it/s]\nEpoch 0: |          | 11906/? [1:07:38<00:00,  2.93it/s]\nEpoch 0: |          | 11906/? [1:07:38<00:00,  2.93it/s]\nEpoch 0: |          | 11907/? [1:07:38<00:00,  2.93it/s]\nEpoch 0: |          | 11907/? [1:07:38<00:00,  2.93it/s]\nEpoch 0: |          | 11908/? [1:07:38<00:00,  2.93it/s]\nEpoch 0: |          | 11908/? [1:07:38<00:00,  2.93it/s]\nEpoch 0: |          | 11909/? [1:07:39<00:00,  2.93it/s]\nEpoch 0: |          | 11909/? [1:07:39<00:00,  2.93it/s]\nEpoch 0: |          | 11910/? [1:07:39<00:00,  2.93it/s]\nEpoch 0: |          | 11910/? [1:07:39<00:00,  2.93it/s]\nEpoch 0: |          | 11911/? [1:07:39<00:00,  2.93it/s]\nEpoch 0: |          | 11911/? [1:07:39<00:00,  2.93it/s]\nEpoch 0: |          | 11912/? [1:07:40<00:00,  2.93it/s]\nEpoch 0: |          | 11912/? [1:07:40<00:00,  2.93it/s]\nEpoch 0: |          | 11913/? [1:07:40<00:00,  2.93it/s]\nEpoch 0: |          | 11913/? [1:07:40<00:00,  2.93it/s]\nEpoch 0: |          | 11914/? [1:07:40<00:00,  2.93it/s]\nEpoch 0: |          | 11914/? [1:07:40<00:00,  2.93it/s]\nEpoch 0: |          | 11915/? [1:07:41<00:00,  2.93it/s]\nEpoch 0: |          | 11915/? [1:07:41<00:00,  2.93it/s]\nEpoch 0: |          | 11916/? [1:07:41<00:00,  2.93it/s]\nEpoch 0: |          | 11916/? [1:07:41<00:00,  2.93it/s]\nEpoch 0: |          | 11917/? [1:07:41<00:00,  2.93it/s]\nEpoch 0: |          | 11917/? [1:07:41<00:00,  2.93it/s]\nEpoch 0: |          | 11918/? [1:07:41<00:00,  2.93it/s]\nEpoch 0: |          | 11918/? [1:07:41<00:00,  2.93it/s]\nEpoch 0: |          | 11919/? [1:07:42<00:00,  2.93it/s]\nEpoch 0: |          | 11919/? [1:07:42<00:00,  2.93it/s]\nEpoch 0: |          | 11920/? [1:07:42<00:00,  2.93it/s]\nEpoch 0: |          | 11920/? [1:07:42<00:00,  2.93it/s]\nEpoch 0: |          | 11921/? [1:07:42<00:00,  2.93it/s]\nEpoch 0: |          | 11921/? [1:07:42<00:00,  2.93it/s]\nEpoch 0: |          | 11922/? [1:07:43<00:00,  2.93it/s]\nEpoch 0: |          | 11922/? [1:07:43<00:00,  2.93it/s]\nEpoch 0: |          | 11923/? [1:07:43<00:00,  2.93it/s]\nEpoch 0: |          | 11923/? [1:07:43<00:00,  2.93it/s]\nEpoch 0: |          | 11924/? [1:07:43<00:00,  2.93it/s]\nEpoch 0: |          | 11924/? [1:07:43<00:00,  2.93it/s]\nEpoch 0: |          | 11925/? [1:07:44<00:00,  2.93it/s]\nEpoch 0: |          | 11925/? [1:07:44<00:00,  2.93it/s]\nEpoch 0: |          | 11926/? [1:07:44<00:00,  2.93it/s]\nEpoch 0: |          | 11926/? [1:07:44<00:00,  2.93it/s]\nEpoch 0: |          | 11927/? [1:07:44<00:00,  2.93it/s]\nEpoch 0: |          | 11927/? [1:07:44<00:00,  2.93it/s]\nEpoch 0: |          | 11928/? [1:07:45<00:00,  2.93it/s]\nEpoch 0: |          | 11928/? [1:07:45<00:00,  2.93it/s]\nEpoch 0: |          | 11929/? [1:07:45<00:00,  2.93it/s]\nEpoch 0: |          | 11929/? [1:07:45<00:00,  2.93it/s]\nEpoch 0: |          | 11930/? [1:07:45<00:00,  2.93it/s]\nEpoch 0: |          | 11930/? [1:07:45<00:00,  2.93it/s]\nEpoch 0: |          | 11931/? [1:07:46<00:00,  2.93it/s]\nEpoch 0: |          | 11931/? [1:07:46<00:00,  2.93it/s]\nEpoch 0: |          | 11932/? [1:07:46<00:00,  2.93it/s]\nEpoch 0: |          | 11932/? [1:07:46<00:00,  2.93it/s]\nEpoch 0: |          | 11933/? [1:07:46<00:00,  2.93it/s]\nEpoch 0: |          | 11933/? [1:07:46<00:00,  2.93it/s]\nEpoch 0: |          | 11934/? [1:07:47<00:00,  2.93it/s]\nEpoch 0: |          | 11934/? [1:07:47<00:00,  2.93it/s]\nEpoch 0: |          | 11935/? [1:07:47<00:00,  2.93it/s]\nEpoch 0: |          | 11935/? [1:07:47<00:00,  2.93it/s]\nEpoch 0: |          | 11936/? [1:07:47<00:00,  2.93it/s]\nEpoch 0: |          | 11936/? [1:07:47<00:00,  2.93it/s]\nEpoch 0: |          | 11937/? [1:07:48<00:00,  2.93it/s]\nEpoch 0: |          | 11937/? [1:07:48<00:00,  2.93it/s]\nEpoch 0: |          | 11938/? [1:07:48<00:00,  2.93it/s]\nEpoch 0: |          | 11938/? [1:07:48<00:00,  2.93it/s]\nEpoch 0: |          | 11939/? [1:07:48<00:00,  2.93it/s]\nEpoch 0: |          | 11939/? [1:07:48<00:00,  2.93it/s]\nEpoch 0: |          | 11940/? [1:07:49<00:00,  2.93it/s]\nEpoch 0: |          | 11940/? [1:07:49<00:00,  2.93it/s]\nEpoch 0: |          | 11941/? [1:07:49<00:00,  2.93it/s]\nEpoch 0: |          | 11941/? [1:07:49<00:00,  2.93it/s]\nEpoch 0: |          | 11942/? [1:07:49<00:00,  2.93it/s]\nEpoch 0: |          | 11942/? [1:07:49<00:00,  2.93it/s]\nEpoch 0: |          | 11943/? [1:07:50<00:00,  2.93it/s]\nEpoch 0: |          | 11943/? [1:07:50<00:00,  2.93it/s]\nEpoch 0: |          | 11944/? [1:07:50<00:00,  2.93it/s]\nEpoch 0: |          | 11944/? [1:07:50<00:00,  2.93it/s]\nEpoch 0: |          | 11945/? [1:07:50<00:00,  2.93it/s]\nEpoch 0: |          | 11945/? [1:07:50<00:00,  2.93it/s]\nEpoch 0: |          | 11946/? [1:07:51<00:00,  2.93it/s]\nEpoch 0: |          | 11946/? [1:07:51<00:00,  2.93it/s]\nEpoch 0: |          | 11947/? [1:07:51<00:00,  2.93it/s]\nEpoch 0: |          | 11947/? [1:07:51<00:00,  2.93it/s]\nEpoch 0: |          | 11948/? [1:07:51<00:00,  2.93it/s]\nEpoch 0: |          | 11948/? [1:07:51<00:00,  2.93it/s]\nEpoch 0: |          | 11949/? [1:07:52<00:00,  2.93it/s]\nEpoch 0: |          | 11949/? [1:07:52<00:00,  2.93it/s]\nEpoch 0: |          | 11950/? [1:07:52<00:00,  2.93it/s]\nEpoch 0: |          | 11950/? [1:07:52<00:00,  2.93it/s]\nEpoch 0: |          | 11951/? [1:07:52<00:00,  2.93it/s]\nEpoch 0: |          | 11951/? [1:07:52<00:00,  2.93it/s]\nEpoch 0: |          | 11952/? [1:07:53<00:00,  2.93it/s]\nEpoch 0: |          | 11952/? [1:07:53<00:00,  2.93it/s]\nEpoch 0: |          | 11953/? [1:07:53<00:00,  2.93it/s]\nEpoch 0: |          | 11953/? [1:07:53<00:00,  2.93it/s]\nEpoch 0: |          | 11954/? [1:07:53<00:00,  2.93it/s]\nEpoch 0: |          | 11954/? [1:07:53<00:00,  2.93it/s]\nEpoch 0: |          | 11955/? [1:07:54<00:00,  2.93it/s]\nEpoch 0: |          | 11955/? [1:07:54<00:00,  2.93it/s]\nEpoch 0: |          | 11956/? [1:07:54<00:00,  2.93it/s]\nEpoch 0: |          | 11956/? [1:07:54<00:00,  2.93it/s]\nEpoch 0: |          | 11957/? [1:07:54<00:00,  2.93it/s]\nEpoch 0: |          | 11957/? [1:07:54<00:00,  2.93it/s]\nEpoch 0: |          | 11958/? [1:07:54<00:00,  2.93it/s]\nEpoch 0: |          | 11958/? [1:07:54<00:00,  2.93it/s]\nEpoch 0: |          | 11959/? [1:07:55<00:00,  2.93it/s]\nEpoch 0: |          | 11959/? [1:07:55<00:00,  2.93it/s]\nEpoch 0: |          | 11960/? [1:07:55<00:00,  2.93it/s]\nEpoch 0: |          | 11960/? [1:07:55<00:00,  2.93it/s]\nEpoch 0: |          | 11961/? [1:07:55<00:00,  2.93it/s]\nEpoch 0: |          | 11961/? [1:07:55<00:00,  2.93it/s]\nEpoch 0: |          | 11962/? [1:07:56<00:00,  2.93it/s]\nEpoch 0: |          | 11962/? [1:07:56<00:00,  2.93it/s]\nEpoch 0: |          | 11963/? [1:07:56<00:00,  2.93it/s]\nEpoch 0: |          | 11963/? [1:07:56<00:00,  2.93it/s]\nEpoch 0: |          | 11964/? [1:07:56<00:00,  2.93it/s]\nEpoch 0: |          | 11964/? [1:07:56<00:00,  2.93it/s]\nEpoch 0: |          | 11965/? [1:07:57<00:00,  2.93it/s]\nEpoch 0: |          | 11965/? [1:07:57<00:00,  2.93it/s]\nEpoch 0: |          | 11966/? [1:07:57<00:00,  2.93it/s]\nEpoch 0: |          | 11966/? [1:07:57<00:00,  2.93it/s]\nEpoch 0: |          | 11967/? [1:07:57<00:00,  2.93it/s]\nEpoch 0: |          | 11967/? [1:07:57<00:00,  2.93it/s]\nEpoch 0: |          | 11968/? [1:07:58<00:00,  2.93it/s]\nEpoch 0: |          | 11968/? [1:07:58<00:00,  2.93it/s]\nEpoch 0: |          | 11969/? [1:07:58<00:00,  2.93it/s]\nEpoch 0: |          | 11969/? [1:07:58<00:00,  2.93it/s]\nEpoch 0: |          | 11970/? [1:07:58<00:00,  2.93it/s]\nEpoch 0: |          | 11970/? [1:07:58<00:00,  2.93it/s]\nEpoch 0: |          | 11971/? [1:07:59<00:00,  2.93it/s]\nEpoch 0: |          | 11971/? [1:07:59<00:00,  2.93it/s]\nEpoch 0: |          | 11972/? [1:07:59<00:00,  2.93it/s]\nEpoch 0: |          | 11972/? [1:07:59<00:00,  2.93it/s]\nEpoch 0: |          | 11973/? [1:07:59<00:00,  2.93it/s]\nEpoch 0: |          | 11973/? [1:07:59<00:00,  2.93it/s]\nEpoch 0: |          | 11974/? [1:08:00<00:00,  2.93it/s]\nEpoch 0: |          | 11974/? [1:08:00<00:00,  2.93it/s]\nEpoch 0: |          | 11975/? [1:08:00<00:00,  2.93it/s]\nEpoch 0: |          | 11975/? [1:08:00<00:00,  2.93it/s]\nEpoch 0: |          | 11976/? [1:08:00<00:00,  2.93it/s]\nEpoch 0: |          | 11976/? [1:08:00<00:00,  2.93it/s]\nEpoch 0: |          | 11977/? [1:08:01<00:00,  2.93it/s]\nEpoch 0: |          | 11977/? [1:08:01<00:00,  2.93it/s]\nEpoch 0: |          | 11978/? [1:08:01<00:00,  2.93it/s]\nEpoch 0: |          | 11978/? [1:08:01<00:00,  2.93it/s]\nEpoch 0: |          | 11979/? [1:08:01<00:00,  2.93it/s]\nEpoch 0: |          | 11979/? [1:08:01<00:00,  2.93it/s]\nEpoch 0: |          | 11980/? [1:08:02<00:00,  2.93it/s]\nEpoch 0: |          | 11980/? [1:08:02<00:00,  2.93it/s]\nEpoch 0: |          | 11981/? [1:08:02<00:00,  2.93it/s]\nEpoch 0: |          | 11981/? [1:08:02<00:00,  2.93it/s]\nEpoch 0: |          | 11982/? [1:08:02<00:00,  2.93it/s]\nEpoch 0: |          | 11982/? [1:08:02<00:00,  2.93it/s]\nEpoch 0: |          | 11983/? [1:08:03<00:00,  2.93it/s]\nEpoch 0: |          | 11983/? [1:08:03<00:00,  2.93it/s]\nEpoch 0: |          | 11984/? [1:08:03<00:00,  2.93it/s]\nEpoch 0: |          | 11984/? [1:08:03<00:00,  2.93it/s]\nEpoch 0: |          | 11985/? [1:08:03<00:00,  2.93it/s]\nEpoch 0: |          | 11985/? [1:08:03<00:00,  2.93it/s]\nEpoch 0: |          | 11986/? [1:08:04<00:00,  2.93it/s]\nEpoch 0: |          | 11986/? [1:08:04<00:00,  2.93it/s]\nEpoch 0: |          | 11987/? [1:08:04<00:00,  2.93it/s]\nEpoch 0: |          | 11987/? [1:08:04<00:00,  2.93it/s]\nEpoch 0: |          | 11988/? [1:08:04<00:00,  2.93it/s]\nEpoch 0: |          | 11988/? [1:08:04<00:00,  2.93it/s]\nEpoch 0: |          | 11989/? [1:08:05<00:00,  2.93it/s]\nEpoch 0: |          | 11989/? [1:08:05<00:00,  2.93it/s]\nEpoch 0: |          | 11990/? [1:08:05<00:00,  2.93it/s]\nEpoch 0: |          | 11990/? [1:08:05<00:00,  2.93it/s]\nEpoch 0: |          | 11991/? [1:08:05<00:00,  2.93it/s]\nEpoch 0: |          | 11991/? [1:08:05<00:00,  2.93it/s]\nEpoch 0: |          | 11992/? [1:08:06<00:00,  2.93it/s]\nEpoch 0: |          | 11992/? [1:08:06<00:00,  2.93it/s]\nEpoch 0: |          | 11993/? [1:08:06<00:00,  2.93it/s]\nEpoch 0: |          | 11993/? [1:08:06<00:00,  2.93it/s]\nEpoch 0: |          | 11994/? [1:08:06<00:00,  2.93it/s]\nEpoch 0: |          | 11994/? [1:08:06<00:00,  2.93it/s]\nEpoch 0: |          | 11995/? [1:08:07<00:00,  2.93it/s]\nEpoch 0: |          | 11995/? [1:08:07<00:00,  2.93it/s]\nEpoch 0: |          | 11996/? [1:08:07<00:00,  2.93it/s]\nEpoch 0: |          | 11996/? [1:08:07<00:00,  2.93it/s]\nEpoch 0: |          | 11997/? [1:08:07<00:00,  2.93it/s]\nEpoch 0: |          | 11997/? [1:08:07<00:00,  2.93it/s]\nEpoch 0: |          | 11998/? [1:08:08<00:00,  2.93it/s]\nEpoch 0: |          | 11998/? [1:08:08<00:00,  2.93it/s]\nEpoch 0: |          | 11999/? [1:08:08<00:00,  2.93it/s]\nEpoch 0: |          | 11999/? [1:08:08<00:00,  2.93it/s]\nEpoch 0: |          | 12000/? [1:08:08<00:00,  2.93it/s]\nEpoch 0: |          | 12000/? [1:08:08<00:00,  2.93it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.96it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.55it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.16it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.86it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 12000/? [1:08:09<00:00,  2.93it/s]\nEpoch 0: |          | 12001/? [1:08:09<00:00,  2.93it/s]\nEpoch 0: |          | 12001/? [1:08:09<00:00,  2.93it/s]\nEpoch 0: |          | 12002/? [1:08:09<00:00,  2.93it/s]\nEpoch 0: |          | 12002/? [1:08:09<00:00,  2.93it/s]\nEpoch 0: |          | 12003/? [1:08:10<00:00,  2.93it/s]\nEpoch 0: |          | 12003/? [1:08:10<00:00,  2.93it/s]\nEpoch 0: |          | 12004/? [1:08:10<00:00,  2.93it/s]\nEpoch 0: |          | 12004/? [1:08:10<00:00,  2.93it/s]\nEpoch 0: |          | 12005/? [1:08:10<00:00,  2.93it/s]\nEpoch 0: |          | 12005/? [1:08:10<00:00,  2.93it/s]\nEpoch 0: |          | 12006/? [1:08:11<00:00,  2.93it/s]\nEpoch 0: |          | 12006/? [1:08:11<00:00,  2.93it/s]\nEpoch 0: |          | 12007/? [1:08:11<00:00,  2.93it/s]\nEpoch 0: |          | 12007/? [1:08:11<00:00,  2.93it/s]\nEpoch 0: |          | 12008/? [1:08:11<00:00,  2.93it/s]\nEpoch 0: |          | 12008/? [1:08:11<00:00,  2.93it/s]\nEpoch 0: |          | 12009/? [1:08:12<00:00,  2.93it/s]\nEpoch 0: |          | 12009/? [1:08:12<00:00,  2.93it/s]\nEpoch 0: |          | 12010/? [1:08:12<00:00,  2.93it/s]\nEpoch 0: |          | 12010/? [1:08:12<00:00,  2.93it/s]\nEpoch 0: |          | 12011/? [1:08:12<00:00,  2.93it/s]\nEpoch 0: |          | 12011/? [1:08:12<00:00,  2.93it/s]\nEpoch 0: |          | 12012/? [1:08:13<00:00,  2.93it/s]\nEpoch 0: |          | 12012/? [1:08:13<00:00,  2.93it/s]\nEpoch 0: |          | 12013/? [1:08:13<00:00,  2.93it/s]\nEpoch 0: |          | 12013/? [1:08:13<00:00,  2.93it/s]\nEpoch 0: |          | 12014/? [1:08:13<00:00,  2.93it/s]\nEpoch 0: |          | 12014/? [1:08:13<00:00,  2.93it/s]\nEpoch 0: |          | 12015/? [1:08:14<00:00,  2.93it/s]\nEpoch 0: |          | 12015/? [1:08:14<00:00,  2.93it/s]\nEpoch 0: |          | 12016/? [1:08:14<00:00,  2.93it/s]\nEpoch 0: |          | 12016/? [1:08:14<00:00,  2.93it/s]\nEpoch 0: |          | 12017/? [1:08:14<00:00,  2.93it/s]\nEpoch 0: |          | 12017/? [1:08:14<00:00,  2.93it/s]\nEpoch 0: |          | 12018/? [1:08:14<00:00,  2.93it/s]\nEpoch 0: |          | 12018/? [1:08:14<00:00,  2.93it/s]\nEpoch 0: |          | 12019/? [1:08:15<00:00,  2.93it/s]\nEpoch 0: |          | 12019/? [1:08:15<00:00,  2.93it/s]\nEpoch 0: |          | 12020/? [1:08:15<00:00,  2.93it/s]\nEpoch 0: |          | 12020/? [1:08:15<00:00,  2.93it/s]\nEpoch 0: |          | 12021/? [1:08:15<00:00,  2.93it/s]\nEpoch 0: |          | 12021/? [1:08:15<00:00,  2.93it/s]\nEpoch 0: |          | 12022/? [1:08:16<00:00,  2.93it/s]\nEpoch 0: |          | 12022/? [1:08:16<00:00,  2.93it/s]\nEpoch 0: |          | 12023/? [1:08:16<00:00,  2.93it/s]\nEpoch 0: |          | 12023/? [1:08:16<00:00,  2.93it/s]\nEpoch 0: |          | 12024/? [1:08:16<00:00,  2.93it/s]\nEpoch 0: |          | 12024/? [1:08:16<00:00,  2.93it/s]\nEpoch 0: |          | 12025/? [1:08:17<00:00,  2.93it/s]\nEpoch 0: |          | 12025/? [1:08:17<00:00,  2.93it/s]\nEpoch 0: |          | 12026/? [1:08:17<00:00,  2.93it/s]\nEpoch 0: |          | 12026/? [1:08:17<00:00,  2.93it/s]\nEpoch 0: |          | 12027/? [1:08:17<00:00,  2.93it/s]\nEpoch 0: |          | 12027/? [1:08:17<00:00,  2.93it/s]\nEpoch 0: |          | 12028/? [1:08:18<00:00,  2.93it/s]\nEpoch 0: |          | 12028/? [1:08:18<00:00,  2.93it/s]\nEpoch 0: |          | 12029/? [1:08:18<00:00,  2.93it/s]\nEpoch 0: |          | 12029/? [1:08:18<00:00,  2.93it/s]\nEpoch 0: |          | 12030/? [1:08:18<00:00,  2.93it/s]\nEpoch 0: |          | 12030/? [1:08:18<00:00,  2.93it/s]\nEpoch 0: |          | 12031/? [1:08:19<00:00,  2.93it/s]\nEpoch 0: |          | 12031/? [1:08:19<00:00,  2.93it/s]\nEpoch 0: |          | 12032/? [1:08:19<00:00,  2.93it/s]\nEpoch 0: |          | 12032/? [1:08:19<00:00,  2.93it/s]\nEpoch 0: |          | 12033/? [1:08:19<00:00,  2.93it/s]\nEpoch 0: |          | 12033/? [1:08:19<00:00,  2.93it/s]\nEpoch 0: |          | 12034/? [1:08:20<00:00,  2.93it/s]\nEpoch 0: |          | 12034/? [1:08:20<00:00,  2.93it/s]\nEpoch 0: |          | 12035/? [1:08:20<00:00,  2.93it/s]\nEpoch 0: |          | 12035/? [1:08:20<00:00,  2.93it/s]\nEpoch 0: |          | 12036/? [1:08:20<00:00,  2.93it/s]\nEpoch 0: |          | 12036/? [1:08:20<00:00,  2.93it/s]\nEpoch 0: |          | 12037/? [1:08:21<00:00,  2.93it/s]\nEpoch 0: |          | 12037/? [1:08:21<00:00,  2.93it/s]\nEpoch 0: |          | 12038/? [1:08:21<00:00,  2.93it/s]\nEpoch 0: |          | 12038/? [1:08:21<00:00,  2.93it/s]\nEpoch 0: |          | 12039/? [1:08:21<00:00,  2.93it/s]\nEpoch 0: |          | 12039/? [1:08:21<00:00,  2.93it/s]\nEpoch 0: |          | 12040/? [1:08:22<00:00,  2.93it/s]\nEpoch 0: |          | 12040/? [1:08:22<00:00,  2.93it/s]\nEpoch 0: |          | 12041/? [1:08:22<00:00,  2.93it/s]\nEpoch 0: |          | 12041/? [1:08:22<00:00,  2.93it/s]\nEpoch 0: |          | 12042/? [1:08:22<00:00,  2.94it/s]\nEpoch 0: |          | 12042/? [1:08:22<00:00,  2.94it/s]\nEpoch 0: |          | 12043/? [1:08:23<00:00,  2.94it/s]\nEpoch 0: |          | 12043/? [1:08:23<00:00,  2.94it/s]\nEpoch 0: |          | 12044/? [1:08:23<00:00,  2.94it/s]\nEpoch 0: |          | 12044/? [1:08:23<00:00,  2.94it/s]\nEpoch 0: |          | 12045/? [1:08:23<00:00,  2.94it/s]\nEpoch 0: |          | 12045/? [1:08:23<00:00,  2.94it/s]\nEpoch 0: |          | 12046/? [1:08:24<00:00,  2.94it/s]\nEpoch 0: |          | 12046/? [1:08:24<00:00,  2.94it/s]\nEpoch 0: |          | 12047/? [1:08:24<00:00,  2.94it/s]\nEpoch 0: |          | 12047/? [1:08:24<00:00,  2.94it/s]\nEpoch 0: |          | 12048/? [1:08:24<00:00,  2.94it/s]\nEpoch 0: |          | 12048/? [1:08:24<00:00,  2.94it/s]\nEpoch 0: |          | 12049/? [1:08:25<00:00,  2.94it/s]\nEpoch 0: |          | 12049/? [1:08:25<00:00,  2.94it/s]\nEpoch 0: |          | 12050/? [1:08:25<00:00,  2.94it/s]\nEpoch 0: |          | 12050/? [1:08:25<00:00,  2.94it/s]\nEpoch 0: |          | 12051/? [1:08:25<00:00,  2.94it/s]\nEpoch 0: |          | 12051/? [1:08:25<00:00,  2.94it/s]\nEpoch 0: |          | 12052/? [1:08:26<00:00,  2.94it/s]\nEpoch 0: |          | 12052/? [1:08:26<00:00,  2.94it/s]\nEpoch 0: |          | 12053/? [1:08:26<00:00,  2.94it/s]\nEpoch 0: |          | 12053/? [1:08:26<00:00,  2.94it/s]\nEpoch 0: |          | 12054/? [1:08:26<00:00,  2.94it/s]\nEpoch 0: |          | 12054/? [1:08:26<00:00,  2.94it/s]\nEpoch 0: |          | 12055/? [1:08:27<00:00,  2.94it/s]\nEpoch 0: |          | 12055/? [1:08:27<00:00,  2.94it/s]\nEpoch 0: |          | 12056/? [1:08:27<00:00,  2.94it/s]\nEpoch 0: |          | 12056/? [1:08:27<00:00,  2.94it/s]\nEpoch 0: |          | 12057/? [1:08:27<00:00,  2.94it/s]\nEpoch 0: |          | 12057/? [1:08:27<00:00,  2.94it/s]\nEpoch 0: |          | 12058/? [1:08:28<00:00,  2.94it/s]\nEpoch 0: |          | 12058/? [1:08:28<00:00,  2.94it/s]\nEpoch 0: |          | 12059/? [1:08:28<00:00,  2.94it/s]\nEpoch 0: |          | 12059/? [1:08:28<00:00,  2.94it/s]\nEpoch 0: |          | 12060/? [1:08:28<00:00,  2.94it/s]\nEpoch 0: |          | 12060/? [1:08:28<00:00,  2.94it/s]\nEpoch 0: |          | 12061/? [1:08:29<00:00,  2.94it/s]\nEpoch 0: |          | 12061/? [1:08:29<00:00,  2.94it/s]\nEpoch 0: |          | 12062/? [1:08:29<00:00,  2.94it/s]\nEpoch 0: |          | 12062/? [1:08:29<00:00,  2.94it/s]\nEpoch 0: |          | 12063/? [1:08:29<00:00,  2.94it/s]\nEpoch 0: |          | 12063/? [1:08:29<00:00,  2.94it/s]\nEpoch 0: |          | 12064/? [1:08:30<00:00,  2.94it/s]\nEpoch 0: |          | 12064/? [1:08:30<00:00,  2.94it/s]\nEpoch 0: |          | 12065/? [1:08:30<00:00,  2.94it/s]\nEpoch 0: |          | 12065/? [1:08:30<00:00,  2.94it/s]\nEpoch 0: |          | 12066/? [1:08:30<00:00,  2.94it/s]\nEpoch 0: |          | 12066/? [1:08:30<00:00,  2.94it/s]\nEpoch 0: |          | 12067/? [1:08:31<00:00,  2.94it/s]\nEpoch 0: |          | 12067/? [1:08:31<00:00,  2.94it/s]\nEpoch 0: |          | 12068/? [1:08:31<00:00,  2.94it/s]\nEpoch 0: |          | 12068/? [1:08:31<00:00,  2.94it/s]\nEpoch 0: |          | 12069/? [1:08:31<00:00,  2.94it/s]\nEpoch 0: |          | 12069/? [1:08:31<00:00,  2.94it/s]\nEpoch 0: |          | 12070/? [1:08:32<00:00,  2.94it/s]\nEpoch 0: |          | 12070/? [1:08:32<00:00,  2.94it/s]\nEpoch 0: |          | 12071/? [1:08:32<00:00,  2.94it/s]\nEpoch 0: |          | 12071/? [1:08:32<00:00,  2.94it/s]\nEpoch 0: |          | 12072/? [1:08:32<00:00,  2.94it/s]\nEpoch 0: |          | 12072/? [1:08:32<00:00,  2.94it/s]\nEpoch 0: |          | 12073/? [1:08:33<00:00,  2.94it/s]\nEpoch 0: |          | 12073/? [1:08:33<00:00,  2.94it/s]\nEpoch 0: |          | 12074/? [1:08:33<00:00,  2.94it/s]\nEpoch 0: |          | 12074/? [1:08:33<00:00,  2.94it/s]\nEpoch 0: |          | 12075/? [1:08:33<00:00,  2.94it/s]\nEpoch 0: |          | 12075/? [1:08:33<00:00,  2.94it/s]\nEpoch 0: |          | 12076/? [1:08:34<00:00,  2.94it/s]\nEpoch 0: |          | 12076/? [1:08:34<00:00,  2.94it/s]\nEpoch 0: |          | 12077/? [1:08:34<00:00,  2.94it/s]\nEpoch 0: |          | 12077/? [1:08:34<00:00,  2.94it/s]\nEpoch 0: |          | 12078/? [1:08:34<00:00,  2.94it/s]\nEpoch 0: |          | 12078/? [1:08:34<00:00,  2.94it/s]\nEpoch 0: |          | 12079/? [1:08:34<00:00,  2.94it/s]\nEpoch 0: |          | 12079/? [1:08:34<00:00,  2.94it/s]\nEpoch 0: |          | 12080/? [1:08:35<00:00,  2.94it/s]\nEpoch 0: |          | 12080/? [1:08:35<00:00,  2.94it/s]\nEpoch 0: |          | 12081/? [1:08:35<00:00,  2.94it/s]\nEpoch 0: |          | 12081/? [1:08:35<00:00,  2.94it/s]\nEpoch 0: |          | 12082/? [1:08:36<00:00,  2.94it/s]\nEpoch 0: |          | 12082/? [1:08:36<00:00,  2.94it/s]\nEpoch 0: |          | 12083/? [1:08:36<00:00,  2.94it/s]\nEpoch 0: |          | 12083/? [1:08:36<00:00,  2.94it/s]\nEpoch 0: |          | 12084/? [1:08:36<00:00,  2.94it/s]\nEpoch 0: |          | 12084/? [1:08:36<00:00,  2.94it/s]\nEpoch 0: |          | 12085/? [1:08:36<00:00,  2.94it/s]\nEpoch 0: |          | 12085/? [1:08:36<00:00,  2.94it/s]\nEpoch 0: |          | 12086/? [1:08:37<00:00,  2.94it/s]\nEpoch 0: |          | 12086/? [1:08:37<00:00,  2.94it/s]\nEpoch 0: |          | 12087/? [1:08:37<00:00,  2.94it/s]\nEpoch 0: |          | 12087/? [1:08:37<00:00,  2.94it/s]\nEpoch 0: |          | 12088/? [1:08:37<00:00,  2.94it/s]\nEpoch 0: |          | 12088/? [1:08:37<00:00,  2.94it/s]\nEpoch 0: |          | 12089/? [1:08:38<00:00,  2.94it/s]\nEpoch 0: |          | 12089/? [1:08:38<00:00,  2.94it/s]\nEpoch 0: |          | 12090/? [1:08:38<00:00,  2.94it/s]\nEpoch 0: |          | 12090/? [1:08:38<00:00,  2.94it/s]\nEpoch 0: |          | 12091/? [1:08:38<00:00,  2.94it/s]\nEpoch 0: |          | 12091/? [1:08:38<00:00,  2.94it/s]\nEpoch 0: |          | 12092/? [1:08:39<00:00,  2.94it/s]\nEpoch 0: |          | 12092/? [1:08:39<00:00,  2.94it/s]\nEpoch 0: |          | 12093/? [1:08:39<00:00,  2.94it/s]\nEpoch 0: |          | 12093/? [1:08:39<00:00,  2.94it/s]\nEpoch 0: |          | 12094/? [1:08:39<00:00,  2.94it/s]\nEpoch 0: |          | 12094/? [1:08:39<00:00,  2.94it/s]\nEpoch 0: |          | 12095/? [1:08:40<00:00,  2.94it/s]\nEpoch 0: |          | 12095/? [1:08:40<00:00,  2.94it/s]\nEpoch 0: |          | 12096/? [1:08:40<00:00,  2.94it/s]\nEpoch 0: |          | 12096/? [1:08:40<00:00,  2.94it/s]\nEpoch 0: |          | 12097/? [1:08:40<00:00,  2.94it/s]\nEpoch 0: |          | 12097/? [1:08:40<00:00,  2.94it/s]\nEpoch 0: |          | 12098/? [1:08:41<00:00,  2.94it/s]\nEpoch 0: |          | 12098/? [1:08:41<00:00,  2.94it/s]\nEpoch 0: |          | 12099/? [1:08:41<00:00,  2.94it/s]\nEpoch 0: |          | 12099/? [1:08:41<00:00,  2.94it/s]\nEpoch 0: |          | 12100/? [1:08:41<00:00,  2.94it/s]\nEpoch 0: |          | 12100/? [1:08:41<00:00,  2.94it/s]\nEpoch 0: |          | 12101/? [1:08:42<00:00,  2.94it/s]\nEpoch 0: |          | 12101/? [1:08:42<00:00,  2.94it/s]\nEpoch 0: |          | 12102/? [1:08:42<00:00,  2.94it/s]\nEpoch 0: |          | 12102/? [1:08:42<00:00,  2.94it/s]\nEpoch 0: |          | 12103/? [1:08:42<00:00,  2.94it/s]\nEpoch 0: |          | 12103/? [1:08:42<00:00,  2.94it/s]\nEpoch 0: |          | 12104/? [1:08:43<00:00,  2.94it/s]\nEpoch 0: |          | 12104/? [1:08:43<00:00,  2.94it/s]\nEpoch 0: |          | 12105/? [1:08:43<00:00,  2.94it/s]\nEpoch 0: |          | 12105/? [1:08:43<00:00,  2.94it/s]\nEpoch 0: |          | 12106/? [1:08:43<00:00,  2.94it/s]\nEpoch 0: |          | 12106/? [1:08:43<00:00,  2.94it/s]\nEpoch 0: |          | 12107/? [1:08:44<00:00,  2.94it/s]\nEpoch 0: |          | 12107/? [1:08:44<00:00,  2.94it/s]\nEpoch 0: |          | 12108/? [1:08:44<00:00,  2.94it/s]\nEpoch 0: |          | 12108/? [1:08:44<00:00,  2.94it/s]\nEpoch 0: |          | 12109/? [1:08:44<00:00,  2.94it/s]\nEpoch 0: |          | 12109/? [1:08:44<00:00,  2.94it/s]\nEpoch 0: |          | 12110/? [1:08:45<00:00,  2.94it/s]\nEpoch 0: |          | 12110/? [1:08:45<00:00,  2.94it/s]\nEpoch 0: |          | 12111/? [1:08:45<00:00,  2.94it/s]\nEpoch 0: |          | 12111/? [1:08:45<00:00,  2.94it/s]\nEpoch 0: |          | 12112/? [1:08:45<00:00,  2.94it/s]\nEpoch 0: |          | 12112/? [1:08:45<00:00,  2.94it/s]\nEpoch 0: |          | 12113/? [1:08:46<00:00,  2.94it/s]\nEpoch 0: |          | 12113/? [1:08:46<00:00,  2.94it/s]\nEpoch 0: |          | 12114/? [1:08:46<00:00,  2.94it/s]\nEpoch 0: |          | 12114/? [1:08:46<00:00,  2.94it/s]\nEpoch 0: |          | 12115/? [1:08:46<00:00,  2.94it/s]\nEpoch 0: |          | 12115/? [1:08:46<00:00,  2.94it/s]\nEpoch 0: |          | 12116/? [1:08:47<00:00,  2.94it/s]\nEpoch 0: |          | 12116/? [1:08:47<00:00,  2.94it/s]\nEpoch 0: |          | 12117/? [1:08:47<00:00,  2.94it/s]\nEpoch 0: |          | 12117/? [1:08:47<00:00,  2.94it/s]\nEpoch 0: |          | 12118/? [1:08:47<00:00,  2.94it/s]\nEpoch 0: |          | 12118/? [1:08:47<00:00,  2.94it/s]\nEpoch 0: |          | 12119/? [1:08:48<00:00,  2.94it/s]\nEpoch 0: |          | 12119/? [1:08:48<00:00,  2.94it/s]\nEpoch 0: |          | 12120/? [1:08:48<00:00,  2.94it/s]\nEpoch 0: |          | 12120/? [1:08:48<00:00,  2.94it/s]\nEpoch 0: |          | 12121/? [1:08:48<00:00,  2.94it/s]\nEpoch 0: |          | 12121/? [1:08:48<00:00,  2.94it/s]\nEpoch 0: |          | 12122/? [1:08:49<00:00,  2.94it/s]\nEpoch 0: |          | 12122/? [1:08:49<00:00,  2.94it/s]\nEpoch 0: |          | 12123/? [1:08:49<00:00,  2.94it/s]\nEpoch 0: |          | 12123/? [1:08:49<00:00,  2.94it/s]\nEpoch 0: |          | 12124/? [1:08:49<00:00,  2.94it/s]\nEpoch 0: |          | 12124/? [1:08:49<00:00,  2.94it/s]\nEpoch 0: |          | 12125/? [1:08:50<00:00,  2.94it/s]\nEpoch 0: |          | 12125/? [1:08:50<00:00,  2.94it/s]\nEpoch 0: |          | 12126/? [1:08:50<00:00,  2.94it/s]\nEpoch 0: |          | 12126/? [1:08:50<00:00,  2.94it/s]\nEpoch 0: |          | 12127/? [1:08:50<00:00,  2.94it/s]\nEpoch 0: |          | 12127/? [1:08:50<00:00,  2.94it/s]\nEpoch 0: |          | 12128/? [1:08:51<00:00,  2.94it/s]\nEpoch 0: |          | 12128/? [1:08:51<00:00,  2.94it/s]\nEpoch 0: |          | 12129/? [1:08:51<00:00,  2.94it/s]\nEpoch 0: |          | 12129/? [1:08:51<00:00,  2.94it/s]\nEpoch 0: |          | 12130/? [1:08:51<00:00,  2.94it/s]\nEpoch 0: |          | 12130/? [1:08:51<00:00,  2.94it/s]\nEpoch 0: |          | 12131/? [1:08:52<00:00,  2.94it/s]\nEpoch 0: |          | 12131/? [1:08:52<00:00,  2.94it/s]\nEpoch 0: |          | 12132/? [1:08:52<00:00,  2.94it/s]\nEpoch 0: |          | 12132/? [1:08:52<00:00,  2.94it/s]\nEpoch 0: |          | 12133/? [1:08:52<00:00,  2.94it/s]\nEpoch 0: |          | 12133/? [1:08:52<00:00,  2.94it/s]\nEpoch 0: |          | 12134/? [1:08:53<00:00,  2.94it/s]\nEpoch 0: |          | 12134/? [1:08:53<00:00,  2.94it/s]\nEpoch 0: |          | 12135/? [1:08:53<00:00,  2.94it/s]\nEpoch 0: |          | 12135/? [1:08:53<00:00,  2.94it/s]\nEpoch 0: |          | 12136/? [1:08:53<00:00,  2.94it/s]\nEpoch 0: |          | 12136/? [1:08:53<00:00,  2.94it/s]\nEpoch 0: |          | 12137/? [1:08:54<00:00,  2.94it/s]\nEpoch 0: |          | 12137/? [1:08:54<00:00,  2.94it/s]\nEpoch 0: |          | 12138/? [1:08:54<00:00,  2.94it/s]\nEpoch 0: |          | 12138/? [1:08:54<00:00,  2.94it/s]\nEpoch 0: |          | 12139/? [1:08:54<00:00,  2.94it/s]\nEpoch 0: |          | 12139/? [1:08:54<00:00,  2.94it/s]\nEpoch 0: |          | 12140/? [1:08:54<00:00,  2.94it/s]\nEpoch 0: |          | 12140/? [1:08:54<00:00,  2.94it/s]\nEpoch 0: |          | 12141/? [1:08:55<00:00,  2.94it/s]\nEpoch 0: |          | 12141/? [1:08:55<00:00,  2.94it/s]\nEpoch 0: |          | 12142/? [1:08:55<00:00,  2.94it/s]\nEpoch 0: |          | 12142/? [1:08:55<00:00,  2.94it/s]\nEpoch 0: |          | 12143/? [1:08:55<00:00,  2.94it/s]\nEpoch 0: |          | 12143/? [1:08:55<00:00,  2.94it/s]\nEpoch 0: |          | 12144/? [1:08:56<00:00,  2.94it/s]\nEpoch 0: |          | 12144/? [1:08:56<00:00,  2.94it/s]\nEpoch 0: |          | 12145/? [1:08:56<00:00,  2.94it/s]\nEpoch 0: |          | 12145/? [1:08:56<00:00,  2.94it/s]\nEpoch 0: |          | 12146/? [1:08:56<00:00,  2.94it/s]\nEpoch 0: |          | 12146/? [1:08:56<00:00,  2.94it/s]\nEpoch 0: |          | 12147/? [1:08:57<00:00,  2.94it/s]\nEpoch 0: |          | 12147/? [1:08:57<00:00,  2.94it/s]\nEpoch 0: |          | 12148/? [1:08:57<00:00,  2.94it/s]\nEpoch 0: |          | 12148/? [1:08:57<00:00,  2.94it/s]\nEpoch 0: |          | 12149/? [1:08:57<00:00,  2.94it/s]\nEpoch 0: |          | 12149/? [1:08:57<00:00,  2.94it/s]\nEpoch 0: |          | 12150/? [1:08:58<00:00,  2.94it/s]\nEpoch 0: |          | 12150/? [1:08:58<00:00,  2.94it/s]\nEpoch 0: |          | 12151/? [1:08:58<00:00,  2.94it/s]\nEpoch 0: |          | 12151/? [1:08:58<00:00,  2.94it/s]\nEpoch 0: |          | 12152/? [1:08:58<00:00,  2.94it/s]\nEpoch 0: |          | 12152/? [1:08:58<00:00,  2.94it/s]\nEpoch 0: |          | 12153/? [1:08:59<00:00,  2.94it/s]\nEpoch 0: |          | 12153/? [1:08:59<00:00,  2.94it/s]\nEpoch 0: |          | 12154/? [1:08:59<00:00,  2.94it/s]\nEpoch 0: |          | 12154/? [1:08:59<00:00,  2.94it/s]\nEpoch 0: |          | 12155/? [1:08:59<00:00,  2.94it/s]\nEpoch 0: |          | 12155/? [1:08:59<00:00,  2.94it/s]\nEpoch 0: |          | 12156/? [1:09:00<00:00,  2.94it/s]\nEpoch 0: |          | 12156/? [1:09:00<00:00,  2.94it/s]\nEpoch 0: |          | 12157/? [1:09:00<00:00,  2.94it/s]\nEpoch 0: |          | 12157/? [1:09:00<00:00,  2.94it/s]\nEpoch 0: |          | 12158/? [1:09:00<00:00,  2.94it/s]\nEpoch 0: |          | 12158/? [1:09:00<00:00,  2.94it/s]\nEpoch 0: |          | 12159/? [1:09:01<00:00,  2.94it/s]\nEpoch 0: |          | 12159/? [1:09:01<00:00,  2.94it/s]\nEpoch 0: |          | 12160/? [1:09:01<00:00,  2.94it/s]\nEpoch 0: |          | 12160/? [1:09:01<00:00,  2.94it/s]\nEpoch 0: |          | 12161/? [1:09:01<00:00,  2.94it/s]\nEpoch 0: |          | 12161/? [1:09:01<00:00,  2.94it/s]\nEpoch 0: |          | 12162/? [1:09:02<00:00,  2.94it/s]\nEpoch 0: |          | 12162/? [1:09:02<00:00,  2.94it/s]\nEpoch 0: |          | 12163/? [1:09:02<00:00,  2.94it/s]\nEpoch 0: |          | 12163/? [1:09:02<00:00,  2.94it/s]\nEpoch 0: |          | 12164/? [1:09:02<00:00,  2.94it/s]\nEpoch 0: |          | 12164/? [1:09:02<00:00,  2.94it/s]\nEpoch 0: |          | 12165/? [1:09:03<00:00,  2.94it/s]\nEpoch 0: |          | 12165/? [1:09:03<00:00,  2.94it/s]\nEpoch 0: |          | 12166/? [1:09:03<00:00,  2.94it/s]\nEpoch 0: |          | 12166/? [1:09:03<00:00,  2.94it/s]\nEpoch 0: |          | 12167/? [1:09:03<00:00,  2.94it/s]\nEpoch 0: |          | 12167/? [1:09:03<00:00,  2.94it/s]\nEpoch 0: |          | 12168/? [1:09:04<00:00,  2.94it/s]\nEpoch 0: |          | 12168/? [1:09:04<00:00,  2.94it/s]\nEpoch 0: |          | 12169/? [1:09:04<00:00,  2.94it/s]\nEpoch 0: |          | 12169/? [1:09:04<00:00,  2.94it/s]\nEpoch 0: |          | 12170/? [1:09:04<00:00,  2.94it/s]\nEpoch 0: |          | 12170/? [1:09:04<00:00,  2.94it/s]\nEpoch 0: |          | 12171/? [1:09:05<00:00,  2.94it/s]\nEpoch 0: |          | 12171/? [1:09:05<00:00,  2.94it/s]\nEpoch 0: |          | 12172/? [1:09:05<00:00,  2.94it/s]\nEpoch 0: |          | 12172/? [1:09:05<00:00,  2.94it/s]\nEpoch 0: |          | 12173/? [1:09:05<00:00,  2.94it/s]\nEpoch 0: |          | 12173/? [1:09:05<00:00,  2.94it/s]\nEpoch 0: |          | 12174/? [1:09:06<00:00,  2.94it/s]\nEpoch 0: |          | 12174/? [1:09:06<00:00,  2.94it/s]\nEpoch 0: |          | 12175/? [1:09:06<00:00,  2.94it/s]\nEpoch 0: |          | 12175/? [1:09:06<00:00,  2.94it/s]\nEpoch 0: |          | 12176/? [1:09:06<00:00,  2.94it/s]\nEpoch 0: |          | 12176/? [1:09:06<00:00,  2.94it/s]\nEpoch 0: |          | 12177/? [1:09:07<00:00,  2.94it/s]\nEpoch 0: |          | 12177/? [1:09:07<00:00,  2.94it/s]\nEpoch 0: |          | 12178/? [1:09:07<00:00,  2.94it/s]\nEpoch 0: |          | 12178/? [1:09:07<00:00,  2.94it/s]\nEpoch 0: |          | 12179/? [1:09:07<00:00,  2.94it/s]\nEpoch 0: |          | 12179/? [1:09:07<00:00,  2.94it/s]\nEpoch 0: |          | 12180/? [1:09:08<00:00,  2.94it/s]\nEpoch 0: |          | 12180/? [1:09:08<00:00,  2.94it/s]\nEpoch 0: |          | 12181/? [1:09:08<00:00,  2.94it/s]\nEpoch 0: |          | 12181/? [1:09:08<00:00,  2.94it/s]\nEpoch 0: |          | 12182/? [1:09:08<00:00,  2.94it/s]\nEpoch 0: |          | 12182/? [1:09:08<00:00,  2.94it/s]\nEpoch 0: |          | 12183/? [1:09:09<00:00,  2.94it/s]\nEpoch 0: |          | 12183/? [1:09:09<00:00,  2.94it/s]\nEpoch 0: |          | 12184/? [1:09:09<00:00,  2.94it/s]\nEpoch 0: |          | 12184/? [1:09:09<00:00,  2.94it/s]\nEpoch 0: |          | 12185/? [1:09:09<00:00,  2.94it/s]\nEpoch 0: |          | 12185/? [1:09:09<00:00,  2.94it/s]\nEpoch 0: |          | 12186/? [1:09:10<00:00,  2.94it/s]\nEpoch 0: |          | 12186/? [1:09:10<00:00,  2.94it/s]\nEpoch 0: |          | 12187/? [1:09:10<00:00,  2.94it/s]\nEpoch 0: |          | 12187/? [1:09:10<00:00,  2.94it/s]\nEpoch 0: |          | 12188/? [1:09:10<00:00,  2.94it/s]\nEpoch 0: |          | 12188/? [1:09:10<00:00,  2.94it/s]\nEpoch 0: |          | 12189/? [1:09:11<00:00,  2.94it/s]\nEpoch 0: |          | 12189/? [1:09:11<00:00,  2.94it/s]\nEpoch 0: |          | 12190/? [1:09:11<00:00,  2.94it/s]\nEpoch 0: |          | 12190/? [1:09:11<00:00,  2.94it/s]\nEpoch 0: |          | 12191/? [1:09:11<00:00,  2.94it/s]\nEpoch 0: |          | 12191/? [1:09:11<00:00,  2.94it/s]\nEpoch 0: |          | 12192/? [1:09:12<00:00,  2.94it/s]\nEpoch 0: |          | 12192/? [1:09:12<00:00,  2.94it/s]\nEpoch 0: |          | 12193/? [1:09:12<00:00,  2.94it/s]\nEpoch 0: |          | 12193/? [1:09:12<00:00,  2.94it/s]\nEpoch 0: |          | 12194/? [1:09:12<00:00,  2.94it/s]\nEpoch 0: |          | 12194/? [1:09:12<00:00,  2.94it/s]\nEpoch 0: |          | 12195/? [1:09:13<00:00,  2.94it/s]\nEpoch 0: |          | 12195/? [1:09:13<00:00,  2.94it/s]\nEpoch 0: |          | 12196/? [1:09:13<00:00,  2.94it/s]\nEpoch 0: |          | 12196/? [1:09:13<00:00,  2.94it/s]\nEpoch 0: |          | 12197/? [1:09:13<00:00,  2.94it/s]\nEpoch 0: |          | 12197/? [1:09:13<00:00,  2.94it/s]\nEpoch 0: |          | 12198/? [1:09:14<00:00,  2.94it/s]\nEpoch 0: |          | 12198/? [1:09:14<00:00,  2.94it/s]\nEpoch 0: |          | 12199/? [1:09:14<00:00,  2.94it/s]\nEpoch 0: |          | 12199/? [1:09:14<00:00,  2.94it/s]\nEpoch 0: |          | 12200/? [1:09:14<00:00,  2.94it/s]\nEpoch 0: |          | 12200/? [1:09:14<00:00,  2.94it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.01it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.68it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.65it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.32it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 12200/? [1:09:15<00:00,  2.94it/s]\nEpoch 0: |          | 12201/? [1:09:15<00:00,  2.94it/s]\nEpoch 0: |          | 12201/? [1:09:15<00:00,  2.94it/s]\nEpoch 0: |          | 12202/? [1:09:15<00:00,  2.94it/s]\nEpoch 0: |          | 12202/? [1:09:15<00:00,  2.94it/s]\nEpoch 0: |          | 12203/? [1:09:15<00:00,  2.94it/s]\nEpoch 0: |          | 12203/? [1:09:15<00:00,  2.94it/s]\nEpoch 0: |          | 12204/? [1:09:16<00:00,  2.94it/s]\nEpoch 0: |          | 12204/? [1:09:16<00:00,  2.94it/s]\nEpoch 0: |          | 12205/? [1:09:16<00:00,  2.94it/s]\nEpoch 0: |          | 12205/? [1:09:16<00:00,  2.94it/s]\nEpoch 0: |          | 12206/? [1:09:16<00:00,  2.94it/s]\nEpoch 0: |          | 12206/? [1:09:16<00:00,  2.94it/s]\nEpoch 0: |          | 12207/? [1:09:17<00:00,  2.94it/s]\nEpoch 0: |          | 12207/? [1:09:17<00:00,  2.94it/s]\nEpoch 0: |          | 12208/? [1:09:17<00:00,  2.94it/s]\nEpoch 0: |          | 12208/? [1:09:17<00:00,  2.94it/s]\nEpoch 0: |          | 12209/? [1:09:18<00:00,  2.94it/s]\nEpoch 0: |          | 12209/? [1:09:18<00:00,  2.94it/s]\nEpoch 0: |          | 12210/? [1:09:18<00:00,  2.94it/s]\nEpoch 0: |          | 12210/? [1:09:18<00:00,  2.94it/s]\nEpoch 0: |          | 12211/? [1:09:18<00:00,  2.94it/s]\nEpoch 0: |          | 12211/? [1:09:18<00:00,  2.94it/s]\nEpoch 0: |          | 12212/? [1:09:18<00:00,  2.94it/s]\nEpoch 0: |          | 12212/? [1:09:18<00:00,  2.94it/s]\nEpoch 0: |          | 12213/? [1:09:19<00:00,  2.94it/s]\nEpoch 0: |          | 12213/? [1:09:19<00:00,  2.94it/s]\nEpoch 0: |          | 12214/? [1:09:19<00:00,  2.94it/s]\nEpoch 0: |          | 12214/? [1:09:19<00:00,  2.94it/s]\nEpoch 0: |          | 12215/? [1:09:19<00:00,  2.94it/s]\nEpoch 0: |          | 12215/? [1:09:19<00:00,  2.94it/s]\nEpoch 0: |          | 12216/? [1:09:20<00:00,  2.94it/s]\nEpoch 0: |          | 12216/? [1:09:20<00:00,  2.94it/s]\nEpoch 0: |          | 12217/? [1:09:20<00:00,  2.94it/s]\nEpoch 0: |          | 12217/? [1:09:20<00:00,  2.94it/s]\nEpoch 0: |          | 12218/? [1:09:20<00:00,  2.94it/s]\nEpoch 0: |          | 12218/? [1:09:20<00:00,  2.94it/s]\nEpoch 0: |          | 12219/? [1:09:21<00:00,  2.94it/s]\nEpoch 0: |          | 12219/? [1:09:21<00:00,  2.94it/s]\nEpoch 0: |          | 12220/? [1:09:21<00:00,  2.94it/s]\nEpoch 0: |          | 12220/? [1:09:21<00:00,  2.94it/s]\nEpoch 0: |          | 12221/? [1:09:21<00:00,  2.94it/s]\nEpoch 0: |          | 12221/? [1:09:21<00:00,  2.94it/s]\nEpoch 0: |          | 12222/? [1:09:22<00:00,  2.94it/s]\nEpoch 0: |          | 12222/? [1:09:22<00:00,  2.94it/s]\nEpoch 0: |          | 12223/? [1:09:22<00:00,  2.94it/s]\nEpoch 0: |          | 12223/? [1:09:22<00:00,  2.94it/s]\nEpoch 0: |          | 12224/? [1:09:22<00:00,  2.94it/s]\nEpoch 0: |          | 12224/? [1:09:22<00:00,  2.94it/s]\nEpoch 0: |          | 12225/? [1:09:23<00:00,  2.94it/s]\nEpoch 0: |          | 12225/? [1:09:23<00:00,  2.94it/s]\nEpoch 0: |          | 12226/? [1:09:23<00:00,  2.94it/s]\nEpoch 0: |          | 12226/? [1:09:23<00:00,  2.94it/s]\nEpoch 0: |          | 12227/? [1:09:23<00:00,  2.94it/s]\nEpoch 0: |          | 12227/? [1:09:23<00:00,  2.94it/s]\nEpoch 0: |          | 12228/? [1:09:24<00:00,  2.94it/s]\nEpoch 0: |          | 12228/? [1:09:24<00:00,  2.94it/s]\nEpoch 0: |          | 12229/? [1:09:24<00:00,  2.94it/s]\nEpoch 0: |          | 12229/? [1:09:24<00:00,  2.94it/s]\nEpoch 0: |          | 12230/? [1:09:24<00:00,  2.94it/s]\nEpoch 0: |          | 12230/? [1:09:24<00:00,  2.94it/s]\nEpoch 0: |          | 12231/? [1:09:25<00:00,  2.94it/s]\nEpoch 0: |          | 12231/? [1:09:25<00:00,  2.94it/s]\nEpoch 0: |          | 12232/? [1:09:25<00:00,  2.94it/s]\nEpoch 0: |          | 12232/? [1:09:25<00:00,  2.94it/s]\nEpoch 0: |          | 12233/? [1:09:25<00:00,  2.94it/s]\nEpoch 0: |          | 12233/? [1:09:25<00:00,  2.94it/s]\nEpoch 0: |          | 12234/? [1:09:26<00:00,  2.94it/s]\nEpoch 0: |          | 12234/? [1:09:26<00:00,  2.94it/s]\nEpoch 0: |          | 12235/? [1:09:26<00:00,  2.94it/s]\nEpoch 0: |          | 12235/? [1:09:26<00:00,  2.94it/s]\nEpoch 0: |          | 12236/? [1:09:26<00:00,  2.94it/s]\nEpoch 0: |          | 12236/? [1:09:26<00:00,  2.94it/s]\nEpoch 0: |          | 12237/? [1:09:27<00:00,  2.94it/s]\nEpoch 0: |          | 12237/? [1:09:27<00:00,  2.94it/s]\nEpoch 0: |          | 12238/? [1:09:27<00:00,  2.94it/s]\nEpoch 0: |          | 12238/? [1:09:27<00:00,  2.94it/s]\nEpoch 0: |          | 12239/? [1:09:27<00:00,  2.94it/s]\nEpoch 0: |          | 12239/? [1:09:27<00:00,  2.94it/s]\nEpoch 0: |          | 12240/? [1:09:28<00:00,  2.94it/s]\nEpoch 0: |          | 12240/? [1:09:28<00:00,  2.94it/s]\nEpoch 0: |          | 12241/? [1:09:28<00:00,  2.94it/s]\nEpoch 0: |          | 12241/? [1:09:28<00:00,  2.94it/s]\nEpoch 0: |          | 12242/? [1:09:28<00:00,  2.94it/s]\nEpoch 0: |          | 12242/? [1:09:28<00:00,  2.94it/s]\nEpoch 0: |          | 12243/? [1:09:29<00:00,  2.94it/s]\nEpoch 0: |          | 12243/? [1:09:29<00:00,  2.94it/s]\nEpoch 0: |          | 12244/? [1:09:29<00:00,  2.94it/s]\nEpoch 0: |          | 12244/? [1:09:29<00:00,  2.94it/s]\nEpoch 0: |          | 12245/? [1:09:29<00:00,  2.94it/s]\nEpoch 0: |          | 12245/? [1:09:29<00:00,  2.94it/s]\nEpoch 0: |          | 12246/? [1:09:30<00:00,  2.94it/s]\nEpoch 0: |          | 12246/? [1:09:30<00:00,  2.94it/s]\nEpoch 0: |          | 12247/? [1:09:30<00:00,  2.94it/s]\nEpoch 0: |          | 12247/? [1:09:30<00:00,  2.94it/s]\nEpoch 0: |          | 12248/? [1:09:30<00:00,  2.94it/s]\nEpoch 0: |          | 12248/? [1:09:30<00:00,  2.94it/s]\nEpoch 0: |          | 12249/? [1:09:31<00:00,  2.94it/s]\nEpoch 0: |          | 12249/? [1:09:31<00:00,  2.94it/s]\nEpoch 0: |          | 12250/? [1:09:31<00:00,  2.94it/s]\nEpoch 0: |          | 12250/? [1:09:31<00:00,  2.94it/s]\nEpoch 0: |          | 12251/? [1:09:31<00:00,  2.94it/s]\nEpoch 0: |          | 12251/? [1:09:31<00:00,  2.94it/s]\nEpoch 0: |          | 12252/? [1:09:32<00:00,  2.94it/s]\nEpoch 0: |          | 12252/? [1:09:32<00:00,  2.94it/s]\nEpoch 0: |          | 12253/? [1:09:32<00:00,  2.94it/s]\nEpoch 0: |          | 12253/? [1:09:32<00:00,  2.94it/s]\nEpoch 0: |          | 12254/? [1:09:32<00:00,  2.94it/s]\nEpoch 0: |          | 12254/? [1:09:32<00:00,  2.94it/s]\nEpoch 0: |          | 12255/? [1:09:33<00:00,  2.94it/s]\nEpoch 0: |          | 12255/? [1:09:33<00:00,  2.94it/s]\nEpoch 0: |          | 12256/? [1:09:33<00:00,  2.94it/s]\nEpoch 0: |          | 12256/? [1:09:33<00:00,  2.94it/s]\nEpoch 0: |          | 12257/? [1:09:33<00:00,  2.94it/s]\nEpoch 0: |          | 12257/? [1:09:33<00:00,  2.94it/s]\nEpoch 0: |          | 12258/? [1:09:34<00:00,  2.94it/s]\nEpoch 0: |          | 12258/? [1:09:34<00:00,  2.94it/s]\nEpoch 0: |          | 12259/? [1:09:34<00:00,  2.94it/s]\nEpoch 0: |          | 12259/? [1:09:34<00:00,  2.94it/s]\nEpoch 0: |          | 12260/? [1:09:34<00:00,  2.94it/s]\nEpoch 0: |          | 12260/? [1:09:34<00:00,  2.94it/s]\nEpoch 0: |          | 12261/? [1:09:35<00:00,  2.94it/s]\nEpoch 0: |          | 12261/? [1:09:35<00:00,  2.94it/s]\nEpoch 0: |          | 12262/? [1:09:35<00:00,  2.94it/s]\nEpoch 0: |          | 12262/? [1:09:35<00:00,  2.94it/s]\nEpoch 0: |          | 12263/? [1:09:35<00:00,  2.94it/s]\nEpoch 0: |          | 12263/? [1:09:35<00:00,  2.94it/s]\nEpoch 0: |          | 12264/? [1:09:35<00:00,  2.94it/s]\nEpoch 0: |          | 12264/? [1:09:35<00:00,  2.94it/s]\nEpoch 0: |          | 12265/? [1:09:36<00:00,  2.94it/s]\nEpoch 0: |          | 12265/? [1:09:36<00:00,  2.94it/s]\nEpoch 0: |          | 12266/? [1:09:36<00:00,  2.94it/s]\nEpoch 0: |          | 12266/? [1:09:36<00:00,  2.94it/s]\nEpoch 0: |          | 12267/? [1:09:37<00:00,  2.94it/s]\nEpoch 0: |          | 12267/? [1:09:37<00:00,  2.94it/s]\nEpoch 0: |          | 12268/? [1:09:37<00:00,  2.94it/s]\nEpoch 0: |          | 12268/? [1:09:37<00:00,  2.94it/s]\nEpoch 0: |          | 12269/? [1:09:37<00:00,  2.94it/s]\nEpoch 0: |          | 12269/? [1:09:37<00:00,  2.94it/s]\nEpoch 0: |          | 12270/? [1:09:37<00:00,  2.94it/s]\nEpoch 0: |          | 12270/? [1:09:37<00:00,  2.94it/s]\nEpoch 0: |          | 12271/? [1:09:38<00:00,  2.94it/s]\nEpoch 0: |          | 12271/? [1:09:38<00:00,  2.94it/s]\nEpoch 0: |          | 12272/? [1:09:38<00:00,  2.94it/s]\nEpoch 0: |          | 12272/? [1:09:38<00:00,  2.94it/s]\nEpoch 0: |          | 12273/? [1:09:38<00:00,  2.94it/s]\nEpoch 0: |          | 12273/? [1:09:38<00:00,  2.94it/s]\nEpoch 0: |          | 12274/? [1:09:39<00:00,  2.94it/s]\nEpoch 0: |          | 12274/? [1:09:39<00:00,  2.94it/s]\nEpoch 0: |          | 12275/? [1:09:39<00:00,  2.94it/s]\nEpoch 0: |          | 12275/? [1:09:39<00:00,  2.94it/s]\nEpoch 0: |          | 12276/? [1:09:39<00:00,  2.94it/s]\nEpoch 0: |          | 12276/? [1:09:39<00:00,  2.94it/s]\nEpoch 0: |          | 12277/? [1:09:40<00:00,  2.94it/s]\nEpoch 0: |          | 12277/? [1:09:40<00:00,  2.94it/s]\nEpoch 0: |          | 12278/? [1:09:40<00:00,  2.94it/s]\nEpoch 0: |          | 12278/? [1:09:40<00:00,  2.94it/s]\nEpoch 0: |          | 12279/? [1:09:40<00:00,  2.94it/s]\nEpoch 0: |          | 12279/? [1:09:40<00:00,  2.94it/s]\nEpoch 0: |          | 12280/? [1:09:41<00:00,  2.94it/s]\nEpoch 0: |          | 12280/? [1:09:41<00:00,  2.94it/s]\nEpoch 0: |          | 12281/? [1:09:41<00:00,  2.94it/s]\nEpoch 0: |          | 12281/? [1:09:41<00:00,  2.94it/s]\nEpoch 0: |          | 12282/? [1:09:41<00:00,  2.94it/s]\nEpoch 0: |          | 12282/? [1:09:41<00:00,  2.94it/s]\nEpoch 0: |          | 12283/? [1:09:42<00:00,  2.94it/s]\nEpoch 0: |          | 12283/? [1:09:42<00:00,  2.94it/s]\nEpoch 0: |          | 12284/? [1:09:42<00:00,  2.94it/s]\nEpoch 0: |          | 12284/? [1:09:42<00:00,  2.94it/s]\nEpoch 0: |          | 12285/? [1:09:42<00:00,  2.94it/s]\nEpoch 0: |          | 12285/? [1:09:42<00:00,  2.94it/s]\nEpoch 0: |          | 12286/? [1:09:43<00:00,  2.94it/s]\nEpoch 0: |          | 12286/? [1:09:43<00:00,  2.94it/s]\nEpoch 0: |          | 12287/? [1:09:43<00:00,  2.94it/s]\nEpoch 0: |          | 12287/? [1:09:43<00:00,  2.94it/s]\nEpoch 0: |          | 12288/? [1:09:43<00:00,  2.94it/s]\nEpoch 0: |          | 12288/? [1:09:43<00:00,  2.94it/s]\nEpoch 0: |          | 12289/? [1:09:44<00:00,  2.94it/s]\nEpoch 0: |          | 12289/? [1:09:44<00:00,  2.94it/s]\nEpoch 0: |          | 12290/? [1:09:44<00:00,  2.94it/s]\nEpoch 0: |          | 12290/? [1:09:44<00:00,  2.94it/s]\nEpoch 0: |          | 12291/? [1:09:44<00:00,  2.94it/s]\nEpoch 0: |          | 12291/? [1:09:44<00:00,  2.94it/s]\nEpoch 0: |          | 12292/? [1:09:45<00:00,  2.94it/s]\nEpoch 0: |          | 12292/? [1:09:45<00:00,  2.94it/s]\nEpoch 0: |          | 12293/? [1:09:45<00:00,  2.94it/s]\nEpoch 0: |          | 12293/? [1:09:45<00:00,  2.94it/s]\nEpoch 0: |          | 12294/? [1:09:45<00:00,  2.94it/s]\nEpoch 0: |          | 12294/? [1:09:45<00:00,  2.94it/s]\nEpoch 0: |          | 12295/? [1:09:46<00:00,  2.94it/s]\nEpoch 0: |          | 12295/? [1:09:46<00:00,  2.94it/s]\nEpoch 0: |          | 12296/? [1:09:46<00:00,  2.94it/s]\nEpoch 0: |          | 12296/? [1:09:46<00:00,  2.94it/s]\nEpoch 0: |          | 12297/? [1:09:46<00:00,  2.94it/s]\nEpoch 0: |          | 12297/? [1:09:46<00:00,  2.94it/s]\nEpoch 0: |          | 12298/? [1:09:47<00:00,  2.94it/s]\nEpoch 0: |          | 12298/? [1:09:47<00:00,  2.94it/s]\nEpoch 0: |          | 12299/? [1:09:47<00:00,  2.94it/s]\nEpoch 0: |          | 12299/? [1:09:47<00:00,  2.94it/s]\nEpoch 0: |          | 12300/? [1:09:47<00:00,  2.94it/s]\nEpoch 0: |          | 12300/? [1:09:47<00:00,  2.94it/s]\nEpoch 0: |          | 12301/? [1:09:48<00:00,  2.94it/s]\nEpoch 0: |          | 12301/? [1:09:48<00:00,  2.94it/s]\nEpoch 0: |          | 12302/? [1:09:48<00:00,  2.94it/s]\nEpoch 0: |          | 12302/? [1:09:48<00:00,  2.94it/s]\nEpoch 0: |          | 12303/? [1:09:48<00:00,  2.94it/s]\nEpoch 0: |          | 12303/? [1:09:48<00:00,  2.94it/s]\nEpoch 0: |          | 12304/? [1:09:49<00:00,  2.94it/s]\nEpoch 0: |          | 12304/? [1:09:49<00:00,  2.94it/s]\nEpoch 0: |          | 12305/? [1:09:49<00:00,  2.94it/s]\nEpoch 0: |          | 12305/? [1:09:49<00:00,  2.94it/s]\nEpoch 0: |          | 12306/? [1:09:49<00:00,  2.94it/s]\nEpoch 0: |          | 12306/? [1:09:49<00:00,  2.94it/s]\nEpoch 0: |          | 12307/? [1:09:50<00:00,  2.94it/s]\nEpoch 0: |          | 12307/? [1:09:50<00:00,  2.94it/s]\nEpoch 0: |          | 12308/? [1:09:50<00:00,  2.94it/s]\nEpoch 0: |          | 12308/? [1:09:50<00:00,  2.94it/s]\nEpoch 0: |          | 12309/? [1:09:50<00:00,  2.94it/s]\nEpoch 0: |          | 12309/? [1:09:50<00:00,  2.94it/s]\nEpoch 0: |          | 12310/? [1:09:51<00:00,  2.94it/s]\nEpoch 0: |          | 12310/? [1:09:51<00:00,  2.94it/s]\nEpoch 0: |          | 12311/? [1:09:51<00:00,  2.94it/s]\nEpoch 0: |          | 12311/? [1:09:51<00:00,  2.94it/s]\nEpoch 0: |          | 12312/? [1:09:51<00:00,  2.94it/s]\nEpoch 0: |          | 12312/? [1:09:51<00:00,  2.94it/s]\nEpoch 0: |          | 12313/? [1:09:52<00:00,  2.94it/s]\nEpoch 0: |          | 12313/? [1:09:52<00:00,  2.94it/s]\nEpoch 0: |          | 12314/? [1:09:52<00:00,  2.94it/s]\nEpoch 0: |          | 12314/? [1:09:52<00:00,  2.94it/s]\nEpoch 0: |          | 12315/? [1:09:52<00:00,  2.94it/s]\nEpoch 0: |          | 12315/? [1:09:52<00:00,  2.94it/s]\nEpoch 0: |          | 12316/? [1:09:53<00:00,  2.94it/s]\nEpoch 0: |          | 12316/? [1:09:53<00:00,  2.94it/s]\nEpoch 0: |          | 12317/? [1:09:53<00:00,  2.94it/s]\nEpoch 0: |          | 12317/? [1:09:53<00:00,  2.94it/s]\nEpoch 0: |          | 12318/? [1:09:53<00:00,  2.94it/s]\nEpoch 0: |          | 12318/? [1:09:53<00:00,  2.94it/s]\nEpoch 0: |          | 12319/? [1:09:54<00:00,  2.94it/s]\nEpoch 0: |          | 12319/? [1:09:54<00:00,  2.94it/s]\nEpoch 0: |          | 12320/? [1:09:54<00:00,  2.94it/s]\nEpoch 0: |          | 12320/? [1:09:54<00:00,  2.94it/s]\nEpoch 0: |          | 12321/? [1:09:54<00:00,  2.94it/s]\nEpoch 0: |          | 12321/? [1:09:54<00:00,  2.94it/s]\nEpoch 0: |          | 12322/? [1:09:55<00:00,  2.94it/s]\nEpoch 0: |          | 12322/? [1:09:55<00:00,  2.94it/s]\nEpoch 0: |          | 12323/? [1:09:55<00:00,  2.94it/s]\nEpoch 0: |          | 12323/? [1:09:55<00:00,  2.94it/s]\nEpoch 0: |          | 12324/? [1:09:55<00:00,  2.94it/s]\nEpoch 0: |          | 12324/? [1:09:55<00:00,  2.94it/s]\nEpoch 0: |          | 12325/? [1:09:56<00:00,  2.94it/s]\nEpoch 0: |          | 12325/? [1:09:56<00:00,  2.94it/s]\nEpoch 0: |          | 12326/? [1:09:56<00:00,  2.94it/s]\nEpoch 0: |          | 12326/? [1:09:56<00:00,  2.94it/s]\nEpoch 0: |          | 12327/? [1:09:56<00:00,  2.94it/s]\nEpoch 0: |          | 12327/? [1:09:56<00:00,  2.94it/s]\nEpoch 0: |          | 12328/? [1:09:57<00:00,  2.94it/s]\nEpoch 0: |          | 12328/? [1:09:57<00:00,  2.94it/s]\nEpoch 0: |          | 12329/? [1:09:57<00:00,  2.94it/s]\nEpoch 0: |          | 12329/? [1:09:57<00:00,  2.94it/s]\nEpoch 0: |          | 12330/? [1:09:57<00:00,  2.94it/s]\nEpoch 0: |          | 12330/? [1:09:57<00:00,  2.94it/s]\nEpoch 0: |          | 12331/? [1:09:58<00:00,  2.94it/s]\nEpoch 0: |          | 12331/? [1:09:58<00:00,  2.94it/s]\nEpoch 0: |          | 12332/? [1:09:58<00:00,  2.94it/s]\nEpoch 0: |          | 12332/? [1:09:58<00:00,  2.94it/s]\nEpoch 0: |          | 12333/? [1:09:58<00:00,  2.94it/s]\nEpoch 0: |          | 12333/? [1:09:58<00:00,  2.94it/s]\nEpoch 0: |          | 12334/? [1:09:59<00:00,  2.94it/s]\nEpoch 0: |          | 12334/? [1:09:59<00:00,  2.94it/s]\nEpoch 0: |          | 12335/? [1:09:59<00:00,  2.94it/s]\nEpoch 0: |          | 12335/? [1:09:59<00:00,  2.94it/s]\nEpoch 0: |          | 12336/? [1:09:59<00:00,  2.94it/s]\nEpoch 0: |          | 12336/? [1:09:59<00:00,  2.94it/s]\nEpoch 0: |          | 12337/? [1:10:00<00:00,  2.94it/s]\nEpoch 0: |          | 12337/? [1:10:00<00:00,  2.94it/s]\nEpoch 0: |          | 12338/? [1:10:00<00:00,  2.94it/s]\nEpoch 0: |          | 12338/? [1:10:00<00:00,  2.94it/s]\nEpoch 0: |          | 12339/? [1:10:00<00:00,  2.94it/s]\nEpoch 0: |          | 12339/? [1:10:00<00:00,  2.94it/s]\nEpoch 0: |          | 12340/? [1:10:01<00:00,  2.94it/s]\nEpoch 0: |          | 12340/? [1:10:01<00:00,  2.94it/s]\nEpoch 0: |          | 12341/? [1:10:01<00:00,  2.94it/s]\nEpoch 0: |          | 12341/? [1:10:01<00:00,  2.94it/s]\nEpoch 0: |          | 12342/? [1:10:01<00:00,  2.94it/s]\nEpoch 0: |          | 12342/? [1:10:01<00:00,  2.94it/s]\nEpoch 0: |          | 12343/? [1:10:02<00:00,  2.94it/s]\nEpoch 0: |          | 12343/? [1:10:02<00:00,  2.94it/s]\nEpoch 0: |          | 12344/? [1:10:02<00:00,  2.94it/s]\nEpoch 0: |          | 12344/? [1:10:02<00:00,  2.94it/s]\nEpoch 0: |          | 12345/? [1:10:02<00:00,  2.94it/s]\nEpoch 0: |          | 12345/? [1:10:02<00:00,  2.94it/s]\nEpoch 0: |          | 12346/? [1:10:03<00:00,  2.94it/s]\nEpoch 0: |          | 12346/? [1:10:03<00:00,  2.94it/s]\nEpoch 0: |          | 12347/? [1:10:03<00:00,  2.94it/s]\nEpoch 0: |          | 12347/? [1:10:03<00:00,  2.94it/s]\nEpoch 0: |          | 12348/? [1:10:03<00:00,  2.94it/s]\nEpoch 0: |          | 12348/? [1:10:03<00:00,  2.94it/s]\nEpoch 0: |          | 12349/? [1:10:04<00:00,  2.94it/s]\nEpoch 0: |          | 12349/? [1:10:04<00:00,  2.94it/s]\nEpoch 0: |          | 12350/? [1:10:04<00:00,  2.94it/s]\nEpoch 0: |          | 12350/? [1:10:04<00:00,  2.94it/s]\nEpoch 0: |          | 12351/? [1:10:04<00:00,  2.94it/s]\nEpoch 0: |          | 12351/? [1:10:04<00:00,  2.94it/s]\nEpoch 0: |          | 12352/? [1:10:05<00:00,  2.94it/s]\nEpoch 0: |          | 12352/? [1:10:05<00:00,  2.94it/s]\nEpoch 0: |          | 12353/? [1:10:05<00:00,  2.94it/s]\nEpoch 0: |          | 12353/? [1:10:05<00:00,  2.94it/s]\nEpoch 0: |          | 12354/? [1:10:05<00:00,  2.94it/s]\nEpoch 0: |          | 12354/? [1:10:05<00:00,  2.94it/s]\nEpoch 0: |          | 12355/? [1:10:06<00:00,  2.94it/s]\nEpoch 0: |          | 12355/? [1:10:06<00:00,  2.94it/s]\nEpoch 0: |          | 12356/? [1:10:06<00:00,  2.94it/s]\nEpoch 0: |          | 12356/? [1:10:06<00:00,  2.94it/s]\nEpoch 0: |          | 12357/? [1:10:06<00:00,  2.94it/s]\nEpoch 0: |          | 12357/? [1:10:06<00:00,  2.94it/s]\nEpoch 0: |          | 12358/? [1:10:07<00:00,  2.94it/s]\nEpoch 0: |          | 12358/? [1:10:07<00:00,  2.94it/s]\nEpoch 0: |          | 12359/? [1:10:07<00:00,  2.94it/s]\nEpoch 0: |          | 12359/? [1:10:07<00:00,  2.94it/s]\nEpoch 0: |          | 12360/? [1:10:07<00:00,  2.94it/s]\nEpoch 0: |          | 12360/? [1:10:07<00:00,  2.94it/s]\nEpoch 0: |          | 12361/? [1:10:08<00:00,  2.94it/s]\nEpoch 0: |          | 12361/? [1:10:08<00:00,  2.94it/s]\nEpoch 0: |          | 12362/? [1:10:08<00:00,  2.94it/s]\nEpoch 0: |          | 12362/? [1:10:08<00:00,  2.94it/s]\nEpoch 0: |          | 12363/? [1:10:08<00:00,  2.94it/s]\nEpoch 0: |          | 12363/? [1:10:08<00:00,  2.94it/s]\nEpoch 0: |          | 12364/? [1:10:09<00:00,  2.94it/s]\nEpoch 0: |          | 12364/? [1:10:09<00:00,  2.94it/s]\nEpoch 0: |          | 12365/? [1:10:09<00:00,  2.94it/s]\nEpoch 0: |          | 12365/? [1:10:09<00:00,  2.94it/s]\nEpoch 0: |          | 12366/? [1:10:09<00:00,  2.94it/s]\nEpoch 0: |          | 12366/? [1:10:09<00:00,  2.94it/s]\nEpoch 0: |          | 12367/? [1:10:10<00:00,  2.94it/s]\nEpoch 0: |          | 12367/? [1:10:10<00:00,  2.94it/s]\nEpoch 0: |          | 12368/? [1:10:10<00:00,  2.94it/s]\nEpoch 0: |          | 12368/? [1:10:10<00:00,  2.94it/s]\nEpoch 0: |          | 12369/? [1:10:10<00:00,  2.94it/s]\nEpoch 0: |          | 12369/? [1:10:10<00:00,  2.94it/s]\nEpoch 0: |          | 12370/? [1:10:11<00:00,  2.94it/s]\nEpoch 0: |          | 12370/? [1:10:11<00:00,  2.94it/s]\nEpoch 0: |          | 12371/? [1:10:11<00:00,  2.94it/s]\nEpoch 0: |          | 12371/? [1:10:11<00:00,  2.94it/s]\nEpoch 0: |          | 12372/? [1:10:11<00:00,  2.94it/s]\nEpoch 0: |          | 12372/? [1:10:11<00:00,  2.94it/s]\nEpoch 0: |          | 12373/? [1:10:12<00:00,  2.94it/s]\nEpoch 0: |          | 12373/? [1:10:12<00:00,  2.94it/s]\nEpoch 0: |          | 12374/? [1:10:12<00:00,  2.94it/s]\nEpoch 0: |          | 12374/? [1:10:12<00:00,  2.94it/s]\nEpoch 0: |          | 12375/? [1:10:12<00:00,  2.94it/s]\nEpoch 0: |          | 12375/? [1:10:12<00:00,  2.94it/s]\nEpoch 0: |          | 12376/? [1:10:13<00:00,  2.94it/s]\nEpoch 0: |          | 12376/? [1:10:13<00:00,  2.94it/s]\nEpoch 0: |          | 12377/? [1:10:13<00:00,  2.94it/s]\nEpoch 0: |          | 12377/? [1:10:13<00:00,  2.94it/s]\nEpoch 0: |          | 12378/? [1:10:13<00:00,  2.94it/s]\nEpoch 0: |          | 12378/? [1:10:13<00:00,  2.94it/s]\nEpoch 0: |          | 12379/? [1:10:14<00:00,  2.94it/s]\nEpoch 0: |          | 12379/? [1:10:14<00:00,  2.94it/s]\nEpoch 0: |          | 12380/? [1:10:14<00:00,  2.94it/s]\nEpoch 0: |          | 12380/? [1:10:14<00:00,  2.94it/s]\nEpoch 0: |          | 12381/? [1:10:14<00:00,  2.94it/s]\nEpoch 0: |          | 12381/? [1:10:14<00:00,  2.94it/s]\nEpoch 0: |          | 12382/? [1:10:14<00:00,  2.94it/s]\nEpoch 0: |          | 12382/? [1:10:14<00:00,  2.94it/s]\nEpoch 0: |          | 12383/? [1:10:15<00:00,  2.94it/s]\nEpoch 0: |          | 12383/? [1:10:15<00:00,  2.94it/s]\nEpoch 0: |          | 12384/? [1:10:15<00:00,  2.94it/s]\nEpoch 0: |          | 12384/? [1:10:15<00:00,  2.94it/s]\nEpoch 0: |          | 12385/? [1:10:15<00:00,  2.94it/s]\nEpoch 0: |          | 12385/? [1:10:15<00:00,  2.94it/s]\nEpoch 0: |          | 12386/? [1:10:16<00:00,  2.94it/s]\nEpoch 0: |          | 12386/? [1:10:16<00:00,  2.94it/s]\nEpoch 0: |          | 12387/? [1:10:16<00:00,  2.94it/s]\nEpoch 0: |          | 12387/? [1:10:16<00:00,  2.94it/s]\nEpoch 0: |          | 12388/? [1:10:16<00:00,  2.94it/s]\nEpoch 0: |          | 12388/? [1:10:16<00:00,  2.94it/s]\nEpoch 0: |          | 12389/? [1:10:17<00:00,  2.94it/s]\nEpoch 0: |          | 12389/? [1:10:17<00:00,  2.94it/s]\nEpoch 0: |          | 12390/? [1:10:17<00:00,  2.94it/s]\nEpoch 0: |          | 12390/? [1:10:17<00:00,  2.94it/s]\nEpoch 0: |          | 12391/? [1:10:17<00:00,  2.94it/s]\nEpoch 0: |          | 12391/? [1:10:17<00:00,  2.94it/s]\nEpoch 0: |          | 12392/? [1:10:18<00:00,  2.94it/s]\nEpoch 0: |          | 12392/? [1:10:18<00:00,  2.94it/s]\nEpoch 0: |          | 12393/? [1:10:18<00:00,  2.94it/s]\nEpoch 0: |          | 12393/? [1:10:18<00:00,  2.94it/s]\nEpoch 0: |          | 12394/? [1:10:18<00:00,  2.94it/s]\nEpoch 0: |          | 12394/? [1:10:18<00:00,  2.94it/s]\nEpoch 0: |          | 12395/? [1:10:19<00:00,  2.94it/s]\nEpoch 0: |          | 12395/? [1:10:19<00:00,  2.94it/s]\nEpoch 0: |          | 12396/? [1:10:19<00:00,  2.94it/s]\nEpoch 0: |          | 12396/? [1:10:19<00:00,  2.94it/s]\nEpoch 0: |          | 12397/? [1:10:19<00:00,  2.94it/s]\nEpoch 0: |          | 12397/? [1:10:19<00:00,  2.94it/s]\nEpoch 0: |          | 12398/? [1:10:20<00:00,  2.94it/s]\nEpoch 0: |          | 12398/? [1:10:20<00:00,  2.94it/s]\nEpoch 0: |          | 12399/? [1:10:20<00:00,  2.94it/s]\nEpoch 0: |          | 12399/? [1:10:20<00:00,  2.94it/s]\nEpoch 0: |          | 12400/? [1:10:20<00:00,  2.94it/s]\nEpoch 0: |          | 12400/? [1:10:20<00:00,  2.94it/s]\nValidation: |          | 0/? [00:00<?, ?it/s]\u001b[A\nValidation:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A\nValidation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.96it/s]\u001b[A\nValidation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.37it/s]\u001b[A\nValidation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.15it/s]\u001b[A\nValidation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.04it/s]\u001b[A\n\u001b[A\nEpoch 0: |          | 12400/? [1:10:21<00:00,  2.94it/s]\nEpoch 0: |          | 12401/? [1:10:21<00:00,  2.94it/s]\nEpoch 0: |          | 12401/? [1:10:21<00:00,  2.94it/s]\nEpoch 0: |          | 12402/? [1:10:21<00:00,  2.94it/s]\nEpoch 0: |          | 12402/? [1:10:21<00:00,  2.94it/s]\nEpoch 0: |          | 12403/? [1:10:22<00:00,  2.94it/s]\nEpoch 0: |          | 12403/? [1:10:22<00:00,  2.94it/s]\nEpoch 0: |          | 12404/? [1:10:22<00:00,  2.94it/s]\nEpoch 0: |          | 12404/? [1:10:22<00:00,  2.94it/s]\nEpoch 0: |          | 12405/? [1:10:22<00:00,  2.94it/s]\nEpoch 0: |          | 12405/? [1:10:22<00:00,  2.94it/s]\nEpoch 0: |          | 12406/? [1:10:23<00:00,  2.94it/s]\nEpoch 0: |          | 12406/? [1:10:23<00:00,  2.94it/s]\nEpoch 0: |          | 12407/? [1:10:23<00:00,  2.94it/s]\nEpoch 0: |          | 12407/? [1:10:23<00:00,  2.94it/s]\nEpoch 0: |          | 12408/? [1:10:23<00:00,  2.94it/s]\nEpoch 0: |          | 12408/? [1:10:23<00:00,  2.94it/s]\nEpoch 0: |          | 12409/? [1:10:24<00:00,  2.94it/s]\nEpoch 0: |          | 12409/? [1:10:24<00:00,  2.94it/s]\nEpoch 0: |          | 12410/? [1:10:24<00:00,  2.94it/s]\nEpoch 0: |          | 12410/? [1:10:24<00:00,  2.94it/s]\nEpoch 0: |          | 12411/? [1:10:24<00:00,  2.94it/s]\nEpoch 0: |          | 12411/? [1:10:24<00:00,  2.94it/s]\nEpoch 0: |          | 12412/? [1:10:25<00:00,  2.94it/s]\nEpoch 0: |          | 12412/? [1:10:25<00:00,  2.94it/s]\nEpoch 0: |          | 12413/? [1:10:25<00:00,  2.94it/s]\nEpoch 0: |          | 12413/? [1:10:25<00:00,  2.94it/s]\nEpoch 0: |          | 12414/? [1:10:25<00:00,  2.94it/s]\nEpoch 0: |          | 12414/? [1:10:25<00:00,  2.94it/s]\nEpoch 0: |          | 12415/? [1:10:26<00:00,  2.94it/s]\nEpoch 0: |          | 12415/? [1:10:26<00:00,  2.94it/s]\nEpoch 0: |          | 12416/? [1:10:26<00:00,  2.94it/s]\nEpoch 0: |          | 12416/? [1:10:26<00:00,  2.94it/s]\nEpoch 0: |          | 12417/? [1:10:26<00:00,  2.94it/s]\nEpoch 0: |          | 12417/? [1:10:26<00:00,  2.94it/s]\nEpoch 0: |          | 12418/? [1:10:27<00:00,  2.94it/s]\nEpoch 0: |          | 12418/? [1:10:27<00:00,  2.94it/s]\nEpoch 0: |          | 12419/? [1:10:27<00:00,  2.94it/s]\nEpoch 0: |          | 12419/? [1:10:27<00:00,  2.94it/s]\nEpoch 0: |          | 12420/? [1:10:27<00:00,  2.94it/s]\nEpoch 0: |          | 12420/? [1:10:27<00:00,  2.94it/s]\nEpoch 0: |          | 12421/? [1:10:28<00:00,  2.94it/s]\nEpoch 0: |          | 12421/? [1:10:28<00:00,  2.94it/s]\nEpoch 0: |          | 12422/? [1:10:28<00:00,  2.94it/s]\nEpoch 0: |          | 12422/? [1:10:28<00:00,  2.94it/s]\nEpoch 0: |          | 12423/? [1:10:28<00:00,  2.94it/s]\nEpoch 0: |          | 12423/? [1:10:28<00:00,  2.94it/s]\nEpoch 0: |          | 12424/? [1:10:29<00:00,  2.94it/s]\nEpoch 0: |          | 12424/? [1:10:29<00:00,  2.94it/s]\nEpoch 0: |          | 12425/? [1:10:29<00:00,  2.94it/s]\nEpoch 0: |          | 12425/? [1:10:29<00:00,  2.94it/s]\nEpoch 0: |          | 12426/? [1:10:29<00:00,  2.94it/s]\nEpoch 0: |          | 12426/? [1:10:29<00:00,  2.94it/s]\nEpoch 0: |          | 12427/? [1:10:30<00:00,  2.94it/s]\nEpoch 0: |          | 12427/? [1:10:30<00:00,  2.94it/s]\nEpoch 0: |          | 12428/? [1:10:30<00:00,  2.94it/s]\nEpoch 0: |          | 12428/? [1:10:30<00:00,  2.94it/s]\nEpoch 0: |          | 12429/? [1:10:30<00:00,  2.94it/s]\nEpoch 0: |          | 12429/? [1:10:30<00:00,  2.94it/s]\nEpoch 0: |          | 12430/? [1:10:31<00:00,  2.94it/s]\nEpoch 0: |          | 12430/? [1:10:31<00:00,  2.94it/s]\nEpoch 0: |          | 12431/? [1:10:31<00:00,  2.94it/s]\nEpoch 0: |          | 12431/? [1:10:31<00:00,  2.94it/s]\nEpoch 0: |          | 12432/? [1:10:31<00:00,  2.94it/s]\nEpoch 0: |          | 12432/? [1:10:31<00:00,  2.94it/s]\nEpoch 0: |          | 12433/? [1:10:31<00:00,  2.94it/s]\nEpoch 0: |          | 12433/? [1:10:31<00:00,  2.94it/s]\nEpoch 0: |          | 12434/? [1:10:32<00:00,  2.94it/s]\nEpoch 0: |          | 12434/? [1:10:32<00:00,  2.94it/s]\nEpoch 0: |          | 12435/? [1:10:32<00:00,  2.94it/s]\nEpoch 0: |          | 12435/? [1:10:32<00:00,  2.94it/s]\nEpoch 0: |          | 12436/? [1:10:32<00:00,  2.94it/s]\nEpoch 0: |          | 12436/? [1:10:32<00:00,  2.94it/s]\nEpoch 0: |          | 12437/? [1:10:33<00:00,  2.94it/s]\nEpoch 0: |          | 12437/? [1:10:33<00:00,  2.94it/s]\nEpoch 0: |          | 12438/? [1:10:33<00:00,  2.94it/s]\nEpoch 0: |          | 12438/? [1:10:33<00:00,  2.94it/s]\nEpoch 0: |          | 12439/? [1:10:33<00:00,  2.94it/s]\nEpoch 0: |          | 12439/? [1:10:33<00:00,  2.94it/s]\nEpoch 0: |          | 12440/? [1:10:34<00:00,  2.94it/s]\nEpoch 0: |          | 12440/? [1:10:34<00:00,  2.94it/s]\nEpoch 0: |          | 12441/? [1:10:34<00:00,  2.94it/s]\nEpoch 0: |          | 12441/? [1:10:34<00:00,  2.94it/s]\nEpoch 0: |          | 12442/? [1:10:34<00:00,  2.94it/s]\nEpoch 0: |          | 12442/? [1:10:34<00:00,  2.94it/s]\nEpoch 0: |          | 12443/? [1:10:35<00:00,  2.94it/s]\nEpoch 0: |          | 12443/? [1:10:35<00:00,  2.94it/s]\nEpoch 0: |          | 12444/? [1:10:35<00:00,  2.94it/s]\nEpoch 0: |          | 12444/? [1:10:35<00:00,  2.94it/s]\nEpoch 0: |          | 12445/? [1:10:35<00:00,  2.94it/s]\nEpoch 0: |          | 12445/? [1:10:35<00:00,  2.94it/s]\nEpoch 0: |          | 12446/? [1:10:36<00:00,  2.94it/s]\nEpoch 0: |          | 12446/? [1:10:36<00:00,  2.94it/s]\nEpoch 0: |          | 12447/? [1:10:36<00:00,  2.94it/s]\nEpoch 0: |          | 12447/? [1:10:36<00:00,  2.94it/s]\nEpoch 0: |          | 12448/? [1:10:36<00:00,  2.94it/s]\nEpoch 0: |          | 12448/? [1:10:36<00:00,  2.94it/s]\nEpoch 0: |          | 12449/? [1:10:37<00:00,  2.94it/s]\nEpoch 0: |          | 12449/? [1:10:37<00:00,  2.94it/s]\nEpoch 0: |          | 12450/? [1:10:37<00:00,  2.94it/s]\nEpoch 0: |          | 12450/? [1:10:37<00:00,  2.94it/s]\nEpoch 0: |          | 12451/? [1:10:37<00:00,  2.94it/s]\nEpoch 0: |          | 12451/? [1:10:37<00:00,  2.94it/s]\nEpoch 0: |          | 12452/? [1:10:38<00:00,  2.94it/s]\nEpoch 0: |          | 12452/? [1:10:38<00:00,  2.94it/s]\nEpoch 0: |          | 12453/? [1:10:38<00:00,  2.94it/s]\nEpoch 0: |          | 12453/? [1:10:38<00:00,  2.94it/s]\nEpoch 0: |          | 12454/? [1:10:38<00:00,  2.94it/s]\nEpoch 0: |          | 12454/? [1:10:38<00:00,  2.94it/s]\nEpoch 0: |          | 12455/? [1:10:39<00:00,  2.94it/s]\nEpoch 0: |          | 12455/? [1:10:39<00:00,  2.94it/s]\nEpoch 0: |          | 12456/? [1:10:39<00:00,  2.94it/s]\nEpoch 0: |          | 12456/? [1:10:39<00:00,  2.94it/s]\nEpoch 0: |          | 12457/? [1:10:39<00:00,  2.94it/s]\nEpoch 0: |          | 12457/? [1:10:39<00:00,  2.94it/s]\nEpoch 0: |          | 12458/? [1:10:40<00:00,  2.94it/s]\nEpoch 0: |          | 12458/? [1:10:40<00:00,  2.94it/s]\nEpoch 0: |          | 12459/? [1:10:40<00:00,  2.94it/s]\nEpoch 0: |          | 12459/? [1:10:40<00:00,  2.94it/s]\nEpoch 0: |          | 12460/? [1:10:40<00:00,  2.94it/s]\nEpoch 0: |          | 12460/? [1:10:40<00:00,  2.94it/s]\nEpoch 0: |          | 12461/? [1:10:41<00:00,  2.94it/s]\nEpoch 0: |          | 12461/? [1:10:41<00:00,  2.94it/s]\nEpoch 0: |          | 12462/? [1:10:41<00:00,  2.94it/s]\nEpoch 0: |          | 12462/? [1:10:41<00:00,  2.94it/s]\nEpoch 0: |          | 12463/? [1:10:41<00:00,  2.94it/s]\nEpoch 0: |          | 12463/? [1:10:41<00:00,  2.94it/s]\nEpoch 0: |          | 12464/? [1:10:42<00:00,  2.94it/s]\nEpoch 0: |          | 12464/? [1:10:42<00:00,  2.94it/s]\nEpoch 0: |          | 12465/? [1:10:42<00:00,  2.94it/s]\nEpoch 0: |          | 12465/? [1:10:42<00:00,  2.94it/s]\nEpoch 0: |          | 12466/? [1:10:42<00:00,  2.94it/s]\nEpoch 0: |          | 12466/? [1:10:42<00:00,  2.94it/s]\nEpoch 0: |          | 12467/? [1:10:43<00:00,  2.94it/s]\nEpoch 0: |          | 12467/? [1:10:43<00:00,  2.94it/s]\nEpoch 0: |          | 12468/? [1:10:43<00:00,  2.94it/s]\nEpoch 0: |          | 12468/? [1:10:43<00:00,  2.94it/s]\nEpoch 0: |          | 12469/? [1:10:43<00:00,  2.94it/s]\nEpoch 0: |          | 12469/? [1:10:43<00:00,  2.94it/s]\nEpoch 0: |          | 12470/? [1:10:44<00:00,  2.94it/s]\nEpoch 0: |          | 12470/? [1:10:44<00:00,  2.94it/s]\nEpoch 0: |          | 12471/? [1:10:44<00:00,  2.94it/s]\nEpoch 0: |          | 12471/? [1:10:44<00:00,  2.94it/s]\nEpoch 0: |          | 12472/? [1:10:44<00:00,  2.94it/s]\nEpoch 0: |          | 12472/? [1:10:44<00:00,  2.94it/s]\nEpoch 0: |          | 12473/? [1:10:45<00:00,  2.94it/s]\nEpoch 0: |          | 12473/? [1:10:45<00:00,  2.94it/s]\nEpoch 0: |          | 12474/? [1:10:45<00:00,  2.94it/s]\nEpoch 0: |          | 12474/? [1:10:45<00:00,  2.94it/s]\nEpoch 0: |          | 12475/? [1:10:45<00:00,  2.94it/s]\nEpoch 0: |          | 12475/? [1:10:45<00:00,  2.94it/s]\nEpoch 0: |          | 12476/? [1:10:46<00:00,  2.94it/s]\nEpoch 0: |          | 12476/? [1:10:46<00:00,  2.94it/s]\nEpoch 0: |          | 12477/? [1:10:46<00:00,  2.94it/s]\nEpoch 0: |          | 12477/? [1:10:46<00:00,  2.94it/s]\nEpoch 0: |          | 12478/? [1:10:46<00:00,  2.94it/s]\nEpoch 0: |          | 12478/? [1:10:46<00:00,  2.94it/s]\nEpoch 0: |          | 12479/? [1:10:46<00:00,  2.94it/s]\nEpoch 0: |          | 12479/? [1:10:46<00:00,  2.94it/s]\nEpoch 0: |          | 12480/? [1:10:47<00:00,  2.94it/s]\nEpoch 0: |          | 12480/? [1:10:47<00:00,  2.94it/s]\nEpoch 0: |          | 12481/? [1:10:47<00:00,  2.94it/s]\nEpoch 0: |          | 12481/? [1:10:47<00:00,  2.94it/s]\nEpoch 0: |          | 12482/? [1:10:47<00:00,  2.94it/s]\nEpoch 0: |          | 12482/? [1:10:47<00:00,  2.94it/s]\nEpoch 0: |          | 12483/? [1:10:48<00:00,  2.94it/s]\nEpoch 0: |          | 12483/? [1:10:48<00:00,  2.94it/s]\nEpoch 0: |          | 12484/? [1:10:48<00:00,  2.94it/s]\nEpoch 0: |          | 12484/? [1:10:48<00:00,  2.94it/s]\nEpoch 0: |          | 12485/? [1:10:48<00:00,  2.94it/s]\nEpoch 0: |          | 12485/? [1:10:48<00:00,  2.94it/s]\nEpoch 0: |          | 12486/? [1:10:49<00:00,  2.94it/s]\nEpoch 0: |          | 12486/? [1:10:49<00:00,  2.94it/s]\nEpoch 0: |          | 12487/? [1:10:49<00:00,  2.94it/s]\nEpoch 0: |          | 12487/? [1:10:49<00:00,  2.94it/s]\nEpoch 0: |          | 12488/? [1:10:49<00:00,  2.94it/s]\nEpoch 0: |          | 12488/? [1:10:49<00:00,  2.94it/s]\nEpoch 0: |          | 12489/? [1:10:50<00:00,  2.94it/s]\nEpoch 0: |          | 12489/? [1:10:50<00:00,  2.94it/s]\nEpoch 0: |          | 12490/? [1:10:50<00:00,  2.94it/s]\nEpoch 0: |          | 12490/? [1:10:50<00:00,  2.94it/s]\nEpoch 0: |          | 12491/? [1:10:50<00:00,  2.94it/s]\nEpoch 0: |          | 12491/? [1:10:50<00:00,  2.94it/s]\nEpoch 0: |          | 12492/? [1:10:51<00:00,  2.94it/s]\nEpoch 0: |          | 12492/? [1:10:51<00:00,  2.94it/s]\nEpoch 0: |          | 12493/? [1:10:51<00:00,  2.94it/s]\nEpoch 0: |          | 12493/? [1:10:51<00:00,  2.94it/s]\nEpoch 0: |          | 12494/? [1:10:51<00:00,  2.94it/s]\nEpoch 0: |          | 12494/? [1:10:51<00:00,  2.94it/s]\nEpoch 0: |          | 12495/? [1:10:52<00:00,  2.94it/s]\nEpoch 0: |          | 12495/? [1:10:52<00:00,  2.94it/s]\nEpoch 0: |          | 12496/? [1:10:52<00:00,  2.94it/s]\nEpoch 0: |          | 12496/? [1:10:52<00:00,  2.94it/s]\nEpoch 0: |          | 12497/? [1:10:52<00:00,  2.94it/s]\nEpoch 0: |          | 12497/? [1:10:52<00:00,  2.94it/s]\nEpoch 0: |          | 12498/? [1:10:53<00:00,  2.94it/s]\nEpoch 0: |          | 12498/? [1:10:53<00:00,  2.94it/s]\nEpoch 0: |          | 12499/? [1:10:53<00:00,  2.94it/s]\nEpoch 0: |          | 12499/? [1:10:53<00:00,  2.94it/s]\nEpoch 0: |          | 12500/? [1:10:53<00:00,  2.94it/s]\nEpoch 0: |          | 12500/? [1:10:53<00:00,  2.94it/s]\n`Trainer.fit` stopped: `max_steps=12500` reached.\nEpoch 0: |          | 12500/? [1:10:54<00:00,  2.94it/s]\nEpoch 0: |          | 12500/? [1:10:54<00:00,  2.94it/s]\nLOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'test_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.\nTesting: |          | 0/? 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/tmp/outputs/imagedream-sd21-shading/pineapple@20240222-184042/save\nLoading Multiview Diffusion ...\nInitializing Latent Diffusion Interface\ntime steps:  1000\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.\nSetting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.\nmaking attention of type 'vanilla-xformers' with 512 in_channels\nbuilding MemoryEfficientAttnBlock with 512 in_channels...\nWorking with z of shape (1, 4, 32, 32) = 4096 dimensions.\nmaking attention of type 'vanilla-xformers' with 512 in_channels\nbuilding MemoryEfficientAttnBlock with 512 in_channels...\nLoaded Multiview Diffusion!\nUsing prompt [pineapple] and negative prompt [ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions]\nUsing view-dependent prompts [side]:[pineapple, side view] [front]:[pineapple, front view] [back]:[pineapple, back view] [overhead]:[pineapple, overhead view]\nUsing 16bit Automatic Mixed Precision (AMP)\nGPU available: True (cuda), used: True\nTPU available: False, using: 0 TPU cores\nIPU available: False, using: 0 IPUs\nHPU available: False, using: 0 HPUs\nMissing logger folder: /src/lightning_logs\nRestoring states from the checkpoint path at /tmp/outputs/imagedream-sd21-shading/pineapple@20240222-184042/ckpts/last.ckpt\nLOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]\nLoaded model weights from the checkpoint at /tmp/outputs/imagedream-sd21-shading/pineapple@20240222-184042/ckpts/last.ckpt\n/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'predict_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.\nPredicting: |          | 0/? 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   | 63/120 [00:01<00:01, 49.75it/s]\nPredicting DataLoader 0:  53%|█████▎    | 64/120 [00:01<00:01, 49.69it/s]\nPredicting DataLoader 0:  54%|█████▍    | 65/120 [00:01<00:01, 49.61it/s]\nPredicting DataLoader 0:  55%|█████▌    | 66/120 [00:01<00:01, 49.71it/s]\nPredicting DataLoader 0:  56%|█████▌    | 67/120 [00:01<00:01, 49.64it/s]\nPredicting DataLoader 0:  57%|█████▋    | 68/120 [00:01<00:01, 49.56it/s]\nPredicting DataLoader 0:  57%|█████▊    | 69/120 [00:01<00:01, 49.50it/s]\nPredicting DataLoader 0:  58%|█████▊    | 70/120 [00:01<00:01, 49.48it/s]\nPredicting DataLoader 0:  59%|█████▉    | 71/120 [00:01<00:00, 49.49it/s]\nPredicting DataLoader 0:  60%|██████    | 72/120 [00:01<00:00, 49.49it/s]\nPredicting DataLoader 0:  61%|██████    | 73/120 [00:01<00:00, 49.51it/s]\nPredicting DataLoader 0:  62%|██████▏   | 74/120 [00:01<00:00, 49.44it/s]\nPredicting DataLoader 0:  62%|██████▎   | 75/120 [00:01<00:00, 49.38it/s]\nPredicting DataLoader 0:  63%|██████▎   | 76/120 [00:01<00:00, 49.40it/s]\nPredicting DataLoader 0:  64%|██████▍   | 77/120 [00:01<00:00, 49.40it/s]\nPredicting DataLoader 0:  65%|██████▌   | 78/120 [00:01<00:00, 49.42it/s]\nPredicting DataLoader 0:  66%|██████▌   | 79/120 [00:01<00:00, 49.29it/s]\nPredicting DataLoader 0:  67%|██████▋   | 80/120 [00:01<00:00, 49.23it/s]\nPredicting DataLoader 0:  68%|██████▊   | 81/120 [00:01<00:00, 49.33it/s]\nPredicting DataLoader 0:  68%|██████▊   | 82/120 [00:01<00:00, 49.32it/s]\nPredicting DataLoader 0:  69%|██████▉   | 83/120 [00:01<00:00, 49.33it/s]\nPredicting DataLoader 0:  70%|███████   | 84/120 [00:01<00:00, 49.27it/s]\nPredicting DataLoader 0:  71%|███████   | 85/120 [00:01<00:00, 49.07it/s]\nPredicting DataLoader 0:  72%|███████▏  | 86/120 [00:01<00:00, 49.02it/s]\nPredicting DataLoader 0:  72%|███████▎  | 87/120 [00:01<00:00, 49.03it/s]\nPredicting DataLoader 0:  73%|███████▎  | 88/120 [00:01<00:00, 48.98it/s]\nPredicting DataLoader 0:  74%|███████▍  | 89/120 [00:01<00:00, 48.92it/s]\nPredicting DataLoader 0:  75%|███████▌  | 90/120 [00:01<00:00, 48.88it/s]\nPredicting DataLoader 0:  76%|███████▌  | 91/120 [00:01<00:00, 48.69it/s]\nPredicting DataLoader 0:  77%|███████▋  | 92/120 [00:01<00:00, 48.77it/s]\nPredicting DataLoader 0:  78%|███████▊  | 93/120 [00:01<00:00, 48.78it/s]\nPredicting DataLoader 0:  78%|███████▊  | 94/120 [00:01<00:00, 48.79it/s]\nPredicting DataLoader 0:  79%|███████▉  | 95/120 [00:01<00:00, 48.75it/s]\nPredicting DataLoader 0:  80%|████████  | 96/120 [00:01<00:00, 48.82it/s]\nPredicting DataLoader 0:  81%|████████  | 97/120 [00:01<00:00, 48.78it/s]\nPredicting DataLoader 0:  82%|████████▏ | 98/120 [00:02<00:00, 48.74it/s]\nPredicting DataLoader 0:  82%|████████▎ | 99/120 [00:02<00:00, 48.57it/s]\nPredicting DataLoader 0:  83%|████████▎ | 100/120 [00:02<00:00, 48.58it/s]\nPredicting DataLoader 0:  84%|████████▍ | 101/120 [00:02<00:00, 48.59it/s]\nPredicting DataLoader 0:  85%|████████▌ | 102/120 [00:02<00:00, 48.60it/s]\nPredicting DataLoader 0:  86%|████████▌ | 103/120 [00:02<00:00, 48.50it/s]\nPredicting DataLoader 0:  87%|████████▋ | 104/120 [00:02<00:00, 48.47it/s]\nPredicting DataLoader 0:  88%|████████▊ | 105/120 [00:02<00:00, 48.44it/s]\nPredicting DataLoader 0:  88%|████████▊ | 106/120 [00:02<00:00, 48.36it/s]\nPredicting DataLoader 0:  89%|████████▉ | 107/120 [00:02<00:00, 48.44it/s]\nPredicting DataLoader 0:  90%|█████████ | 108/120 [00:02<00:00, 48.40it/s]\nPredicting DataLoader 0:  91%|█████████ | 109/120 [00:02<00:00, 48.44it/s]\nPredicting DataLoader 0:  92%|█████████▏| 110/120 [00:02<00:00, 48.44it/s]\nPredicting DataLoader 0:  92%|█████████▎| 111/120 [00:02<00:00, 48.48it/s]\nPredicting DataLoader 0:  93%|█████████▎| 112/120 [00:02<00:00, 48.47it/s]\nPredicting DataLoader 0:  94%|█████████▍| 113/120 [00:02<00:00, 48.37it/s]\nPredicting DataLoader 0:  95%|█████████▌| 114/120 [00:02<00:00, 48.34it/s]\nPredicting DataLoader 0:  96%|█████████▌| 115/120 [00:02<00:00, 48.31it/s]\nPredicting DataLoader 0:  97%|█████████▋| 116/120 [00:02<00:00, 48.29it/s]\nPredicting DataLoader 0:  98%|█████████▊| 117/120 [00:02<00:00, 48.30it/s]\nPredicting DataLoader 0:  98%|█████████▊| 118/120 [00:02<00:00, 48.31it/s]\nPredicting DataLoader 0:  99%|█████████▉| 119/120 [00:02<00:00, 48.32it/s]\nUsing xatlas to perform UV unwrapping, may take a while ...\nExporting textures ...\nPerform UV padding on texture maps to avoid seams, may take a while ...\nPredicting DataLoader 0: 100%|██████████| 120/120 [00:02<00:00, 48.29it/s]\nPredicting DataLoader 0: 100%|██████████| 120/120 [01:10<00:00,  1.71it/s]\nExport assets saved to /tmp/outputs/imagedream-sd21-shading/pineapple@20240222-184042/save",
  "metrics": {
    "predict_time": 4426.851154,
    "total_time": 4656.637861
  },
  "output": "https://replicate.delivery/pbxt/sXqoYQQMuiqDHlZMOPDKHZHxeDzteV32GcJVK051uVsphVZSA/mesh.glb",
  "started_at": "2024-02-22T18:40:32.402508Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/2endbtdblxjyzltm4esypjktmm",
    "cancel": "https://api.replicate.com/v1/predictions/2endbtdblxjyzltm4esypjktmm/cancel"
  },
  "version": "8cae74eb2723bbb5ded70ba449b5b145ec82f1e0d5e9cc6b314b37fee7a10f80"
}

Generated in

73 minutes 47 seconds

Tweak it Share Report

Seed set to 1020468129
[INFO] background removal...
Downloading data from 'https://github.com/danielgatis/rembg/releases/download/v0.0.0/u2net.onnx' to file '/root/.u2net/u2net.onnx'.
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2024-02-22 18:40:36.507910302 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 719, index: 0, mask: {48, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.507914432 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 720, index: 1, mask: {1, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.507920082 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 721, index: 2, mask: {49, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.507952982 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 722, index: 3, mask: {2, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.507975172 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 723, index: 4, mask: {50, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.507987702 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 724, index: 5, mask: {3, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.508036742 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 725, index: 6, mask: {51, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.508058432 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 726, index: 7, mask: {4, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.508089902 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 727, index: 8, mask: {52, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.522510565 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 810, index: 91, mask: {46, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.522518965 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 808, index: 89, mask: {45, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.522526105 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 776, index: 57, mask: {29, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.522530375 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 790, index: 71, mask: {36, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.522547215 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 793, index: 74, mask: {85, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.530192436 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 811, index: 92, mask: {94, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.530216216 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 777, index: 58, mask: {77, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.531837581 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 740, index: 21, mask: {11, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.531918771 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 730, index: 11, mask: {6, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.534194066 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 794, index: 75, mask: {38, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.538192945 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 812, index: 93, mask: {47, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.542193195 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 744, index: 25, mask: {13, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.546193355 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 729, index: 10, mask: {53, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.546193215 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 813, index: 94, mask: {95, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.550194495 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 733, index: 14, mask: {55, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.554193624 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 732, index: 13, mask: {7, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.562229164 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 728, index: 9, mask: {5, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.522478835 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 791, index: 72, mask: {84, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.522494895 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 805, index: 86, mask: {91, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.562201995 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 739, index: 20, mask: {58, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.562192684 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 736, index: 17, mask: {9, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.522296135 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 741, index: 22, mask: {59, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.522309575 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 731, index: 12, mask: {54, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.522484575 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 804, index: 85, mask: {43, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.522520075 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 789, index: 70, mask: {83, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.578347153 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 807, index: 88, mask: {92, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.534189855 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 809, index: 90, mask: {93, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.586196094 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 792, index: 73, mask: {37, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.590252743 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 734, index: 15, mask: {8, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570374373 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 743, index: 24, mask: {60, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570387403 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 795, index: 76, mask: {86, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570398783 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 760, index: 41, mask: {21, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570424853 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 755, index: 36, mask: {66, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570433143 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 762, index: 43, mask: {22, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570450103 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 799, index: 80, mask: {88, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.578196344 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 746, index: 27, mask: {14, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570375163 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 737, index: 18, mask: {57, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570443213 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 759, index: 40, mask: {68, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.578226354 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 754, index: 35, mask: {18, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570397633 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 752, index: 33, mask: {17, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570420643 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 797, index: 78, mask: {87, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.578206594 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 753, index: 34, mask: {65, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570414273 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 766, index: 47, mask: {24, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570435453 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 771, index: 52, mask: {74, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570438323 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 798, index: 79, mask: {40, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570414073 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 757, index: 38, mask: {67, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570451083 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 773, index: 54, mask: {75, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570458343 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 763, index: 44, mask: {70, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570445583 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 768, index: 49, mask: {25, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570408473 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 796, index: 77, mask: {39, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.578217274 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 748, index: 29, mask: {15, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570468003 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 802, index: 83, mask: {42, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.578239003 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 761, index: 42, mask: {69, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570464213 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 769, index: 50, mask: {73, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.574191124 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 801, index: 82, mask: {89, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.578192154 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 788, index: 69, mask: {35, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.590245013 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 742, index: 23, mask: {12, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.578362193 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 806, index: 87, mask: {44, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570454003 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 772, index: 53, mask: {27, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570467313 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 774, index: 55, mask: {28, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570460783 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 800, index: 81, mask: {41, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570475303 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 765, index: 46, mask: {71, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570416823 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 764, index: 45, mask: {23, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570477653 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 770, index: 51, mask: {26, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570480923 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 775, index: 56, mask: {76, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570412723 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 751, index: 32, mask: {64, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570483883 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 803, index: 84, mask: {90, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570433303 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 758, index: 39, mask: {20, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570426913 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 767, index: 48, mask: {72, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.590221003 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 745, index: 26, mask: {61, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570394623 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 750, index: 31, mask: {16, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.570384473 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 756, index: 37, mask: {19, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.638211782 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 735, index: 16, mask: {56, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.622199402 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 749, index: 30, mask: {63, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.714218918 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 738, index: 19, mask: {10, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-22 18:40:36.646192261 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 747, index: 28, mask: {62, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
Loading Multiview Diffusion ...
Initializing Latent Diffusion Interface
time steps:  1000
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
making attention of type 'vanilla-xformers' with 512 in_channels
building MemoryEfficientAttnBlock with 512 in_channels...
Working with z of shape (1, 4, 32, 32) = 4096 dimensions.
making attention of type 'vanilla-xformers' with 512 in_channels
building MemoryEfficientAttnBlock with 512 in_channels...
Loaded Multiview Diffusion!
Using prompt [pineapple] and negative prompt [ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions]
Using view-dependent prompts [side]:[pineapple, side view] [front]:[pineapple, front view] [back]:[pineapple, back view] [overhead]:[pineapple, overhead view]
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_5m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_5m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.
return register_model(fn_wrapper)
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_11m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_11m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.
return register_model(fn_wrapper)
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.
return register_model(fn_wrapper)
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_384 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected.
return register_model(fn_wrapper)
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_512 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected.
return register_model(fn_wrapper)
Using 16bit Automatic Mixed Precision (AMP)
GPU available: True (cuda), used: True
TPU available: False, using: 0 TPU cores
IPU available: False, using: 0 IPUs
HPU available: False, using: 0 HPUs
You are using a CUDA device ('NVIDIA A40') that has Tensor Cores. To properly utilize them, you should set `torch.set_float32_matmul_precision('medium' | 'high')` which will trade-off precision for performance. For more details, read https://pytorch.org/docs/stable/generated/torch.set_float32_matmul_precision.html#torch.set_float32_matmul_precision
LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]
| Name       | Type                           | Params
--------------------------------------------------------------
0 | geometry   | ImplicitVolume                 | 12.6 M
1 | material   | DiffuseWithPointLightMaterial  | 0
2 | background | NeuralEnvironmentMapBackground | 448
3 | renderer   | NeRFVolumeRenderer             | 0
4 | guidance   | MultiviewDiffusionGuidance     | 2.0 B
--------------------------------------------------------------
12.6 M    Trainable params
2.0 B     Non-trainable params
2.0 B     Total params
8,096.164 Total estimated model params size (MB)
Validation results will be saved to /tmp/outputs/imagedream-sd21-shading/pineapple@20240222-184042/save
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'train_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'val_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.
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Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:01,  2.08it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  2.07it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:01<00:00,  2.11it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  2.09it/s]

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Epoch 0: |          | 400/? [03:26<00:00,  1.94it/s]
Epoch 0: |          | 400/? [03:26<00:00,  1.94it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  3.60it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  3.46it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  3.49it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:01<00:00,  3.44it/s]

Epoch 0: |          | 400/? [03:27<00:00,  1.93it/s]
Epoch 0: |          | 401/? [03:28<00:00,  1.93it/s]
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Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  4.88it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  4.65it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  4.71it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  4.64it/s]

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Epoch 0: |          | 751/? [05:53<00:00,  2.13it/s]
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Epoch 0: |          | 768/? [06:00<00:00,  2.13it/s]
Epoch 0: |          | 768/? [06:00<00:00,  2.13it/s]
Epoch 0: |          | 769/? [06:00<00:00,  2.13it/s]
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Epoch 0: |          | 770/? [06:00<00:00,  2.13it/s]
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Epoch 0: |          | 771/? [06:01<00:00,  2.13it/s]
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Epoch 0: |          | 775/? [06:02<00:00,  2.14it/s]
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Epoch 0: |          | 777/? [06:03<00:00,  2.14it/s]
Epoch 0: |          | 777/? [06:03<00:00,  2.14it/s]
Epoch 0: |          | 778/? [06:04<00:00,  2.14it/s]
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Epoch 0: |          | 779/? [06:04<00:00,  2.14it/s]
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Epoch 0: |          | 780/? [06:05<00:00,  2.14it/s]
Epoch 0: |          | 780/? [06:05<00:00,  2.14it/s]
Epoch 0: |          | 781/? [06:05<00:00,  2.14it/s]
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Epoch 0: |          | 782/? [06:05<00:00,  2.14it/s]
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Epoch 0: |          | 784/? [06:06<00:00,  2.14it/s]
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Epoch 0: |          | 786/? [06:07<00:00,  2.14it/s]
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Epoch 0: |          | 787/? [06:07<00:00,  2.14it/s]
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Epoch 0: |          | 788/? [06:08<00:00,  2.14it/s]
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Epoch 0: |          | 789/? [06:08<00:00,  2.14it/s]
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Epoch 0: |          | 790/? [06:08<00:00,  2.14it/s]
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Epoch 0: |          | 791/? [06:09<00:00,  2.14it/s]
Epoch 0: |          | 791/? [06:09<00:00,  2.14it/s]
Epoch 0: |          | 792/? [06:09<00:00,  2.14it/s]
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Epoch 0: |          | 793/? [06:10<00:00,  2.14it/s]
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Epoch 0: |          | 794/? [06:10<00:00,  2.14it/s]
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Epoch 0: |          | 795/? [06:10<00:00,  2.14it/s]
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Epoch 0: |          | 796/? [06:11<00:00,  2.14it/s]
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Epoch 0: |          | 797/? [06:11<00:00,  2.14it/s]
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Epoch 0: |          | 798/? [06:12<00:00,  2.14it/s]
Epoch 0: |          | 798/? [06:12<00:00,  2.14it/s]
Epoch 0: |          | 799/? [06:12<00:00,  2.14it/s]
Epoch 0: |          | 799/? [06:12<00:00,  2.14it/s]
Epoch 0: |          | 800/? [06:12<00:00,  2.15it/s]
Epoch 0: |          | 800/? [06:12<00:00,  2.15it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  5.80it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  5.55it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  5.66it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  5.54it/s]

Epoch 0: |          | 800/? [06:13<00:00,  2.14it/s]
Epoch 0: |          | 801/? [06:14<00:00,  2.14it/s]
Epoch 0: |          | 801/? [06:14<00:00,  2.14it/s]
Epoch 0: |          | 802/? [06:14<00:00,  2.14it/s]
Epoch 0: |          | 802/? [06:14<00:00,  2.14it/s]
Epoch 0: |          | 803/? [06:14<00:00,  2.14it/s]
Epoch 0: |          | 803/? [06:14<00:00,  2.14it/s]
Epoch 0: |          | 804/? [06:15<00:00,  2.14it/s]
Epoch 0: |          | 804/? [06:15<00:00,  2.14it/s]
Epoch 0: |          | 805/? [06:15<00:00,  2.14it/s]
Epoch 0: |          | 805/? [06:15<00:00,  2.14it/s]
Epoch 0: |          | 806/? [06:16<00:00,  2.14it/s]
Epoch 0: |          | 806/? [06:16<00:00,  2.14it/s]
Epoch 0: |          | 807/? [06:16<00:00,  2.14it/s]
Epoch 0: |          | 807/? [06:16<00:00,  2.14it/s]
Epoch 0: |          | 808/? [06:16<00:00,  2.14it/s]
Epoch 0: |          | 808/? [06:16<00:00,  2.14it/s]
Epoch 0: |          | 809/? [06:17<00:00,  2.14it/s]
Epoch 0: |          | 809/? [06:17<00:00,  2.14it/s]
Epoch 0: |          | 810/? [06:17<00:00,  2.14it/s]
Epoch 0: |          | 810/? [06:17<00:00,  2.14it/s]
Epoch 0: |          | 811/? [06:18<00:00,  2.15it/s]
Epoch 0: |          | 811/? [06:18<00:00,  2.15it/s]
Epoch 0: |          | 812/? [06:18<00:00,  2.15it/s]
Epoch 0: |          | 812/? [06:18<00:00,  2.15it/s]
Epoch 0: |          | 813/? [06:18<00:00,  2.15it/s]
Epoch 0: |          | 813/? [06:18<00:00,  2.15it/s]
Epoch 0: |          | 814/? [06:19<00:00,  2.15it/s]
Epoch 0: |          | 814/? [06:19<00:00,  2.15it/s]
Epoch 0: |          | 815/? [06:19<00:00,  2.15it/s]
Epoch 0: |          | 815/? [06:19<00:00,  2.15it/s]
Epoch 0: |          | 816/? [06:20<00:00,  2.15it/s]
Epoch 0: |          | 816/? [06:20<00:00,  2.15it/s]
Epoch 0: |          | 817/? [06:20<00:00,  2.15it/s]
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Epoch 0: |          | 818/? [06:20<00:00,  2.15it/s]
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Epoch 0: |          | 819/? [06:21<00:00,  2.15it/s]
Epoch 0: |          | 819/? [06:21<00:00,  2.15it/s]
Epoch 0: |          | 820/? [06:21<00:00,  2.15it/s]
Epoch 0: |          | 820/? [06:21<00:00,  2.15it/s]
Epoch 0: |          | 821/? [06:22<00:00,  2.15it/s]
Epoch 0: |          | 821/? [06:22<00:00,  2.15it/s]
Epoch 0: |          | 822/? [06:22<00:00,  2.15it/s]
Epoch 0: |          | 822/? [06:22<00:00,  2.15it/s]
Epoch 0: |          | 823/? [06:22<00:00,  2.15it/s]
Epoch 0: |          | 823/? [06:22<00:00,  2.15it/s]
Epoch 0: |          | 824/? [06:23<00:00,  2.15it/s]
Epoch 0: |          | 824/? [06:23<00:00,  2.15it/s]
Epoch 0: |          | 825/? [06:23<00:00,  2.15it/s]
Epoch 0: |          | 825/? [06:23<00:00,  2.15it/s]
Epoch 0: |          | 826/? [06:24<00:00,  2.15it/s]
Epoch 0: |          | 826/? [06:24<00:00,  2.15it/s]
Epoch 0: |          | 827/? [06:24<00:00,  2.15it/s]
Epoch 0: |          | 827/? [06:24<00:00,  2.15it/s]
Epoch 0: |          | 828/? [06:24<00:00,  2.15it/s]
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Epoch 0: |          | 829/? [06:25<00:00,  2.15it/s]
Epoch 0: |          | 829/? [06:25<00:00,  2.15it/s]
Epoch 0: |          | 830/? [06:25<00:00,  2.15it/s]
Epoch 0: |          | 830/? [06:25<00:00,  2.15it/s]
Epoch 0: |          | 831/? [06:26<00:00,  2.15it/s]
Epoch 0: |          | 831/? [06:26<00:00,  2.15it/s]
Epoch 0: |          | 832/? [06:26<00:00,  2.15it/s]
Epoch 0: |          | 832/? [06:26<00:00,  2.15it/s]
Epoch 0: |          | 833/? [06:26<00:00,  2.15it/s]
Epoch 0: |          | 833/? [06:26<00:00,  2.15it/s]
Epoch 0: |          | 834/? [06:27<00:00,  2.15it/s]
Epoch 0: |          | 834/? [06:27<00:00,  2.15it/s]
Epoch 0: |          | 835/? [06:27<00:00,  2.15it/s]
Epoch 0: |          | 835/? [06:27<00:00,  2.15it/s]
Epoch 0: |          | 836/? [06:28<00:00,  2.15it/s]
Epoch 0: |          | 836/? [06:28<00:00,  2.15it/s]
Epoch 0: |          | 837/? [06:28<00:00,  2.15it/s]
Epoch 0: |          | 837/? [06:28<00:00,  2.15it/s]
Epoch 0: |          | 838/? [06:28<00:00,  2.16it/s]
Epoch 0: |          | 838/? [06:28<00:00,  2.16it/s]
Epoch 0: |          | 839/? [06:29<00:00,  2.16it/s]
Epoch 0: |          | 839/? [06:29<00:00,  2.16it/s]
Epoch 0: |          | 840/? [06:29<00:00,  2.16it/s]
Epoch 0: |          | 840/? [06:29<00:00,  2.16it/s]
Epoch 0: |          | 841/? [06:30<00:00,  2.16it/s]
Epoch 0: |          | 841/? [06:30<00:00,  2.16it/s]
Epoch 0: |          | 842/? [06:30<00:00,  2.16it/s]
Epoch 0: |          | 842/? [06:30<00:00,  2.16it/s]
Epoch 0: |          | 843/? [06:30<00:00,  2.16it/s]
Epoch 0: |          | 843/? [06:30<00:00,  2.16it/s]
Epoch 0: |          | 844/? [06:31<00:00,  2.16it/s]
Epoch 0: |          | 844/? [06:31<00:00,  2.16it/s]
Epoch 0: |          | 845/? [06:31<00:00,  2.16it/s]
Epoch 0: |          | 845/? [06:31<00:00,  2.16it/s]
Epoch 0: |          | 846/? [06:32<00:00,  2.16it/s]
Epoch 0: |          | 846/? [06:32<00:00,  2.16it/s]
Epoch 0: |          | 847/? [06:32<00:00,  2.16it/s]
Epoch 0: |          | 847/? [06:32<00:00,  2.16it/s]
Epoch 0: |          | 848/? [06:32<00:00,  2.16it/s]
Epoch 0: |          | 848/? [06:32<00:00,  2.16it/s]
Epoch 0: |          | 849/? [06:33<00:00,  2.16it/s]
Epoch 0: |          | 849/? [06:33<00:00,  2.16it/s]
Epoch 0: |          | 850/? [06:33<00:00,  2.16it/s]
Epoch 0: |          | 850/? [06:33<00:00,  2.16it/s]
Epoch 0: |          | 851/? [06:33<00:00,  2.16it/s]
Epoch 0: |          | 851/? [06:33<00:00,  2.16it/s]
Epoch 0: |          | 852/? [06:34<00:00,  2.16it/s]
Epoch 0: |          | 852/? [06:34<00:00,  2.16it/s]
Epoch 0: |          | 853/? [06:34<00:00,  2.16it/s]
Epoch 0: |          | 853/? [06:34<00:00,  2.16it/s]
Epoch 0: |          | 854/? [06:35<00:00,  2.16it/s]
Epoch 0: |          | 854/? [06:35<00:00,  2.16it/s]
Epoch 0: |          | 855/? [06:35<00:00,  2.16it/s]
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Epoch 0: |          | 856/? [06:35<00:00,  2.16it/s]
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Epoch 0: |          | 857/? [06:36<00:00,  2.16it/s]
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Epoch 0: |          | 858/? [06:36<00:00,  2.16it/s]
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Epoch 0: |          | 859/? [06:37<00:00,  2.16it/s]
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Epoch 0: |          | 860/? [06:37<00:00,  2.16it/s]
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Epoch 0: |          | 861/? [06:37<00:00,  2.16it/s]
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Epoch 0: |          | 862/? [06:38<00:00,  2.16it/s]
Epoch 0: |          | 862/? [06:38<00:00,  2.16it/s]
Epoch 0: |          | 863/? [06:38<00:00,  2.16it/s]
Epoch 0: |          | 863/? [06:38<00:00,  2.16it/s]
Epoch 0: |          | 864/? [06:39<00:00,  2.16it/s]
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Epoch 0: |          | 865/? [06:39<00:00,  2.16it/s]
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Epoch 0: |          | 866/? [06:39<00:00,  2.17it/s]
Epoch 0: |          | 866/? [06:39<00:00,  2.17it/s]
Epoch 0: |          | 867/? [06:40<00:00,  2.17it/s]
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Epoch 0: |          | 868/? [06:40<00:00,  2.17it/s]
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Epoch 0: |          | 869/? [06:41<00:00,  2.17it/s]
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Epoch 0: |          | 870/? [06:41<00:00,  2.17it/s]
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Epoch 0: |          | 871/? [06:41<00:00,  2.17it/s]
Epoch 0: |          | 871/? [06:41<00:00,  2.17it/s]
Epoch 0: |          | 872/? [06:42<00:00,  2.17it/s]
Epoch 0: |          | 872/? [06:42<00:00,  2.17it/s]
Epoch 0: |          | 873/? [06:42<00:00,  2.17it/s]
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Epoch 0: |          | 874/? [06:43<00:00,  2.17it/s]
Epoch 0: |          | 874/? [06:43<00:00,  2.17it/s]
Epoch 0: |          | 875/? [06:43<00:00,  2.17it/s]
Epoch 0: |          | 875/? [06:43<00:00,  2.17it/s]
Epoch 0: |          | 876/? [06:43<00:00,  2.17it/s]
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Epoch 0: |          | 877/? [06:44<00:00,  2.17it/s]
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Epoch 0: |          | 878/? [06:44<00:00,  2.17it/s]
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Epoch 0: |          | 880/? [06:45<00:00,  2.17it/s]
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Epoch 0: |          | 881/? [06:45<00:00,  2.17it/s]
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Epoch 0: |          | 882/? [06:46<00:00,  2.17it/s]
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Epoch 0: |          | 968/? [07:20<00:00,  2.20it/s]
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Epoch 0: |          | 969/? [07:20<00:00,  2.20it/s]
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Epoch 0: |          | 970/? [07:21<00:00,  2.20it/s]
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Epoch 0: |          | 971/? [07:21<00:00,  2.20it/s]
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Epoch 0: |          | 973/? [07:22<00:00,  2.20it/s]
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Epoch 0: |          | 975/? [07:23<00:00,  2.20it/s]
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Epoch 0: |          | 978/? [07:24<00:00,  2.20it/s]
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Epoch 0: |          | 981/? [07:25<00:00,  2.20it/s]
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Epoch 0: |          | 983/? [07:26<00:00,  2.20it/s]
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Epoch 0: |          | 984/? [07:26<00:00,  2.20it/s]
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Epoch 0: |          | 986/? [07:27<00:00,  2.20it/s]
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Epoch 0: |          | 987/? [07:27<00:00,  2.20it/s]
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Epoch 0: |          | 988/? [07:28<00:00,  2.20it/s]
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Epoch 0: |          | 989/? [07:28<00:00,  2.20it/s]
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Epoch 0: |          | 990/? [07:28<00:00,  2.21it/s]
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Epoch 0: |          | 991/? [07:29<00:00,  2.21it/s]
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Epoch 0: |          | 998/? [07:32<00:00,  2.21it/s]
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Epoch 0: |          | 999/? [07:32<00:00,  2.21it/s]
Epoch 0: |          | 999/? [07:32<00:00,  2.21it/s]
Epoch 0: |          | 1000/? [07:32<00:00,  2.21it/s]
Epoch 0: |          | 1000/? [07:32<00:00,  2.21it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  6.54it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  6.28it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  6.38it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.28it/s]

Epoch 0: |          | 1000/? [07:33<00:00,  2.21it/s]
Epoch 0: |          | 1001/? [07:33<00:00,  2.21it/s]
Epoch 0: |          | 1001/? [07:33<00:00,  2.21it/s]
Epoch 0: |          | 1002/? [07:34<00:00,  2.21it/s]
Epoch 0: |          | 1002/? [07:34<00:00,  2.21it/s]
Epoch 0: |          | 1003/? [07:34<00:00,  2.21it/s]
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Epoch 0: |          | 1004/? [07:35<00:00,  2.21it/s]
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Epoch 0: |          | 1005/? [07:35<00:00,  2.21it/s]
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Epoch 0: |          | 1006/? [07:35<00:00,  2.21it/s]
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Epoch 0: |          | 1007/? [07:36<00:00,  2.21it/s]
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Epoch 0: |          | 1009/? [07:37<00:00,  2.21it/s]
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Epoch 0: |          | 1010/? [07:37<00:00,  2.21it/s]
Epoch 0: |          | 1010/? [07:37<00:00,  2.21it/s]
Epoch 0: |          | 1011/? [07:37<00:00,  2.21it/s]
Epoch 0: |          | 1011/? [07:37<00:00,  2.21it/s]
Epoch 0: |          | 1012/? [07:38<00:00,  2.21it/s]
Epoch 0: |          | 1012/? [07:38<00:00,  2.21it/s]
Epoch 0: |          | 1013/? [07:38<00:00,  2.21it/s]
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Epoch 0: |          | 1014/? [07:39<00:00,  2.21it/s]
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Epoch 0: |          | 1015/? [07:39<00:00,  2.21it/s]
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Epoch 0: |          | 1016/? [07:39<00:00,  2.21it/s]
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Epoch 0: |          | 1017/? [07:40<00:00,  2.21it/s]
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Epoch 0: |          | 1019/? [07:40<00:00,  2.21it/s]
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Epoch 0: |          | 1020/? [07:41<00:00,  2.21it/s]
Epoch 0: |          | 1020/? [07:41<00:00,  2.21it/s]
Epoch 0: |          | 1021/? [07:41<00:00,  2.21it/s]
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Epoch 0: |          | 1024/? [07:42<00:00,  2.21it/s]
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Epoch 0: |          | 1025/? [07:43<00:00,  2.21it/s]
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Epoch 0: |          | 1036/? [07:47<00:00,  2.22it/s]
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Epoch 0: |          | 1048/? [07:52<00:00,  2.22it/s]
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Epoch 0: |          | 1049/? [07:52<00:00,  2.22it/s]
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Epoch 0: |          | 1050/? [07:53<00:00,  2.22it/s]
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Epoch 0: |          | 1051/? [07:53<00:00,  2.22it/s]
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Epoch 0: |          | 1052/? [07:53<00:00,  2.22it/s]
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Epoch 0: |          | 1054/? [07:54<00:00,  2.22it/s]
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Epoch 0: |          | 1055/? [07:55<00:00,  2.22it/s]
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Epoch 0: |          | 1056/? [07:55<00:00,  2.22it/s]
Epoch 0: |          | 1056/? [07:55<00:00,  2.22it/s]
Epoch 0: |          | 1057/? [07:55<00:00,  2.22it/s]
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Epoch 0: |          | 1058/? [07:56<00:00,  2.22it/s]
Epoch 0: |          | 1058/? [07:56<00:00,  2.22it/s]
Epoch 0: |          | 1059/? [07:56<00:00,  2.22it/s]
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Epoch 0: |          | 1060/? [07:57<00:00,  2.22it/s]
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Epoch 0: |          | 1061/? [07:57<00:00,  2.22it/s]
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Epoch 0: |          | 1062/? [07:57<00:00,  2.22it/s]
Epoch 0: |          | 1062/? [07:57<00:00,  2.22it/s]
Epoch 0: |          | 1063/? [07:58<00:00,  2.22it/s]
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Epoch 0: |          | 1064/? [07:58<00:00,  2.22it/s]
Epoch 0: |          | 1064/? [07:58<00:00,  2.22it/s]
Epoch 0: |          | 1065/? [07:59<00:00,  2.22it/s]
Epoch 0: |          | 1065/? [07:59<00:00,  2.22it/s]
Epoch 0: |          | 1066/? [07:59<00:00,  2.22it/s]
Epoch 0: |          | 1066/? [07:59<00:00,  2.22it/s]
Epoch 0: |          | 1067/? [07:59<00:00,  2.22it/s]
Epoch 0: |          | 1067/? [07:59<00:00,  2.22it/s]
Epoch 0: |          | 1068/? [08:00<00:00,  2.22it/s]
Epoch 0: |          | 1068/? [08:00<00:00,  2.22it/s]
Epoch 0: |          | 1069/? [08:00<00:00,  2.22it/s]
Epoch 0: |          | 1069/? [08:00<00:00,  2.22it/s]
Epoch 0: |          | 1070/? [08:01<00:00,  2.22it/s]
Epoch 0: |          | 1070/? [08:01<00:00,  2.22it/s]
Epoch 0: |          | 1071/? [08:01<00:00,  2.22it/s]
Epoch 0: |          | 1071/? [08:01<00:00,  2.22it/s]
Epoch 0: |          | 1072/? [08:01<00:00,  2.22it/s]
Epoch 0: |          | 1072/? [08:01<00:00,  2.22it/s]
Epoch 0: |          | 1073/? [08:02<00:00,  2.22it/s]
Epoch 0: |          | 1073/? [08:02<00:00,  2.22it/s]
Epoch 0: |          | 1074/? [08:02<00:00,  2.23it/s]
Epoch 0: |          | 1074/? [08:02<00:00,  2.23it/s]
Epoch 0: |          | 1075/? [08:03<00:00,  2.23it/s]
Epoch 0: |          | 1075/? [08:03<00:00,  2.23it/s]
Epoch 0: |          | 1076/? [08:03<00:00,  2.23it/s]
Epoch 0: |          | 1076/? [08:03<00:00,  2.23it/s]
Epoch 0: |          | 1077/? [08:03<00:00,  2.23it/s]
Epoch 0: |          | 1077/? [08:03<00:00,  2.23it/s]
Epoch 0: |          | 1078/? [08:04<00:00,  2.23it/s]
Epoch 0: |          | 1078/? [08:04<00:00,  2.23it/s]
Epoch 0: |          | 1079/? [08:04<00:00,  2.23it/s]
Epoch 0: |          | 1079/? [08:04<00:00,  2.23it/s]
Epoch 0: |          | 1080/? [08:05<00:00,  2.23it/s]
Epoch 0: |          | 1080/? [08:05<00:00,  2.23it/s]
Epoch 0: |          | 1081/? [08:05<00:00,  2.23it/s]
Epoch 0: |          | 1081/? [08:05<00:00,  2.23it/s]
Epoch 0: |          | 1082/? [08:05<00:00,  2.23it/s]
Epoch 0: |          | 1082/? [08:05<00:00,  2.23it/s]
Epoch 0: |          | 1083/? [08:06<00:00,  2.23it/s]
Epoch 0: |          | 1083/? [08:06<00:00,  2.23it/s]
Epoch 0: |          | 1084/? [08:06<00:00,  2.23it/s]
Epoch 0: |          | 1084/? [08:06<00:00,  2.23it/s]
Epoch 0: |          | 1085/? [08:07<00:00,  2.23it/s]
Epoch 0: |          | 1085/? [08:07<00:00,  2.23it/s]
Epoch 0: |          | 1086/? [08:07<00:00,  2.23it/s]
Epoch 0: |          | 1086/? [08:07<00:00,  2.23it/s]
Epoch 0: |          | 1087/? [08:07<00:00,  2.23it/s]
Epoch 0: |          | 1087/? [08:07<00:00,  2.23it/s]
Epoch 0: |          | 1088/? [08:08<00:00,  2.23it/s]
Epoch 0: |          | 1088/? [08:08<00:00,  2.23it/s]
Epoch 0: |          | 1089/? [08:08<00:00,  2.23it/s]
Epoch 0: |          | 1089/? [08:08<00:00,  2.23it/s]
Epoch 0: |          | 1090/? [08:08<00:00,  2.23it/s]
Epoch 0: |          | 1090/? [08:08<00:00,  2.23it/s]
Epoch 0: |          | 1091/? [08:09<00:00,  2.23it/s]
Epoch 0: |          | 1091/? [08:09<00:00,  2.23it/s]
Epoch 0: |          | 1092/? [08:09<00:00,  2.23it/s]
Epoch 0: |          | 1092/? [08:09<00:00,  2.23it/s]
Epoch 0: |          | 1093/? [08:10<00:00,  2.23it/s]
Epoch 0: |          | 1093/? [08:10<00:00,  2.23it/s]
Epoch 0: |          | 1094/? [08:10<00:00,  2.23it/s]
Epoch 0: |          | 1094/? [08:10<00:00,  2.23it/s]
Epoch 0: |          | 1095/? [08:10<00:00,  2.23it/s]
Epoch 0: |          | 1095/? [08:10<00:00,  2.23it/s]
Epoch 0: |          | 1096/? [08:11<00:00,  2.23it/s]
Epoch 0: |          | 1096/? [08:11<00:00,  2.23it/s]
Epoch 0: |          | 1097/? [08:11<00:00,  2.23it/s]
Epoch 0: |          | 1097/? [08:11<00:00,  2.23it/s]
Epoch 0: |          | 1098/? [08:12<00:00,  2.23it/s]
Epoch 0: |          | 1098/? [08:12<00:00,  2.23it/s]
Epoch 0: |          | 1099/? [08:12<00:00,  2.23it/s]
Epoch 0: |          | 1099/? [08:12<00:00,  2.23it/s]
Epoch 0: |          | 1100/? [08:12<00:00,  2.23it/s]
Epoch 0: |          | 1100/? [08:12<00:00,  2.23it/s]
Epoch 0: |          | 1101/? [08:13<00:00,  2.23it/s]
Epoch 0: |          | 1101/? [08:13<00:00,  2.23it/s]
Epoch 0: |          | 1102/? [08:13<00:00,  2.23it/s]
Epoch 0: |          | 1102/? [08:13<00:00,  2.23it/s]
Epoch 0: |          | 1103/? [08:14<00:00,  2.23it/s]
Epoch 0: |          | 1103/? [08:14<00:00,  2.23it/s]
Epoch 0: |          | 1104/? [08:14<00:00,  2.23it/s]
Epoch 0: |          | 1104/? [08:14<00:00,  2.23it/s]
Epoch 0: |          | 1105/? [08:14<00:00,  2.23it/s]
Epoch 0: |          | 1105/? [08:14<00:00,  2.23it/s]
Epoch 0: |          | 1106/? [08:15<00:00,  2.23it/s]
Epoch 0: |          | 1106/? [08:15<00:00,  2.23it/s]
Epoch 0: |          | 1107/? [08:15<00:00,  2.23it/s]
Epoch 0: |          | 1107/? [08:15<00:00,  2.23it/s]
Epoch 0: |          | 1108/? [08:16<00:00,  2.23it/s]
Epoch 0: |          | 1108/? [08:16<00:00,  2.23it/s]
Epoch 0: |          | 1109/? [08:16<00:00,  2.23it/s]
Epoch 0: |          | 1109/? [08:16<00:00,  2.23it/s]
Epoch 0: |          | 1110/? [08:16<00:00,  2.23it/s]
Epoch 0: |          | 1110/? [08:16<00:00,  2.23it/s]
Epoch 0: |          | 1111/? [08:17<00:00,  2.23it/s]
Epoch 0: |          | 1111/? [08:17<00:00,  2.23it/s]
Epoch 0: |          | 1112/? [08:17<00:00,  2.23it/s]
Epoch 0: |          | 1112/? [08:17<00:00,  2.23it/s]
Epoch 0: |          | 1113/? [08:18<00:00,  2.23it/s]
Epoch 0: |          | 1113/? [08:18<00:00,  2.23it/s]
Epoch 0: |          | 1114/? [08:18<00:00,  2.24it/s]
Epoch 0: |          | 1114/? [08:18<00:00,  2.24it/s]
Epoch 0: |          | 1115/? [08:18<00:00,  2.24it/s]
Epoch 0: |          | 1115/? [08:18<00:00,  2.24it/s]
Epoch 0: |          | 1116/? [08:19<00:00,  2.24it/s]
Epoch 0: |          | 1116/? [08:19<00:00,  2.24it/s]
Epoch 0: |          | 1117/? [08:19<00:00,  2.24it/s]
Epoch 0: |          | 1117/? [08:19<00:00,  2.24it/s]
Epoch 0: |          | 1118/? [08:19<00:00,  2.24it/s]
Epoch 0: |          | 1118/? [08:19<00:00,  2.24it/s]
Epoch 0: |          | 1119/? [08:20<00:00,  2.24it/s]
Epoch 0: |          | 1119/? [08:20<00:00,  2.24it/s]
Epoch 0: |          | 1120/? [08:20<00:00,  2.24it/s]
Epoch 0: |          | 1120/? [08:20<00:00,  2.24it/s]
Epoch 0: |          | 1121/? [08:21<00:00,  2.24it/s]
Epoch 0: |          | 1121/? [08:21<00:00,  2.24it/s]
Epoch 0: |          | 1122/? [08:21<00:00,  2.24it/s]
Epoch 0: |          | 1122/? [08:21<00:00,  2.24it/s]
Epoch 0: |          | 1123/? [08:21<00:00,  2.24it/s]
Epoch 0: |          | 1123/? [08:21<00:00,  2.24it/s]
Epoch 0: |          | 1124/? [08:22<00:00,  2.24it/s]
Epoch 0: |          | 1124/? [08:22<00:00,  2.24it/s]
Epoch 0: |          | 1125/? [08:22<00:00,  2.24it/s]
Epoch 0: |          | 1125/? [08:22<00:00,  2.24it/s]
Epoch 0: |          | 1126/? [08:23<00:00,  2.24it/s]
Epoch 0: |          | 1126/? [08:23<00:00,  2.24it/s]
Epoch 0: |          | 1127/? [08:23<00:00,  2.24it/s]
Epoch 0: |          | 1127/? [08:23<00:00,  2.24it/s]
Epoch 0: |          | 1128/? [08:23<00:00,  2.24it/s]
Epoch 0: |          | 1128/? [08:23<00:00,  2.24it/s]
Epoch 0: |          | 1129/? [08:24<00:00,  2.24it/s]
Epoch 0: |          | 1129/? [08:24<00:00,  2.24it/s]
Epoch 0: |          | 1130/? [08:24<00:00,  2.24it/s]
Epoch 0: |          | 1130/? [08:24<00:00,  2.24it/s]
Epoch 0: |          | 1131/? [08:25<00:00,  2.24it/s]
Epoch 0: |          | 1131/? [08:25<00:00,  2.24it/s]
Epoch 0: |          | 1132/? [08:25<00:00,  2.24it/s]
Epoch 0: |          | 1132/? [08:25<00:00,  2.24it/s]
Epoch 0: |          | 1133/? [08:25<00:00,  2.24it/s]
Epoch 0: |          | 1133/? [08:25<00:00,  2.24it/s]
Epoch 0: |          | 1134/? [08:26<00:00,  2.24it/s]
Epoch 0: |          | 1134/? [08:26<00:00,  2.24it/s]
Epoch 0: |          | 1135/? [08:26<00:00,  2.24it/s]
Epoch 0: |          | 1135/? [08:26<00:00,  2.24it/s]
Epoch 0: |          | 1136/? [08:27<00:00,  2.24it/s]
Epoch 0: |          | 1136/? [08:27<00:00,  2.24it/s]
Epoch 0: |          | 1137/? [08:27<00:00,  2.24it/s]
Epoch 0: |          | 1137/? [08:27<00:00,  2.24it/s]
Epoch 0: |          | 1138/? [08:27<00:00,  2.24it/s]
Epoch 0: |          | 1138/? [08:27<00:00,  2.24it/s]
Epoch 0: |          | 1139/? [08:28<00:00,  2.24it/s]
Epoch 0: |          | 1139/? [08:28<00:00,  2.24it/s]
Epoch 0: |          | 1140/? [08:28<00:00,  2.24it/s]
Epoch 0: |          | 1140/? [08:28<00:00,  2.24it/s]
Epoch 0: |          | 1141/? [08:28<00:00,  2.24it/s]
Epoch 0: |          | 1141/? [08:28<00:00,  2.24it/s]
Epoch 0: |          | 1142/? [08:29<00:00,  2.24it/s]
Epoch 0: |          | 1142/? [08:29<00:00,  2.24it/s]
Epoch 0: |          | 1143/? [08:29<00:00,  2.24it/s]
Epoch 0: |          | 1143/? [08:29<00:00,  2.24it/s]
Epoch 0: |          | 1144/? [08:30<00:00,  2.24it/s]
Epoch 0: |          | 1144/? [08:30<00:00,  2.24it/s]
Epoch 0: |          | 1145/? [08:30<00:00,  2.24it/s]
Epoch 0: |          | 1145/? [08:30<00:00,  2.24it/s]
Epoch 0: |          | 1146/? [08:30<00:00,  2.24it/s]
Epoch 0: |          | 1146/? [08:30<00:00,  2.24it/s]
Epoch 0: |          | 1147/? [08:31<00:00,  2.24it/s]
Epoch 0: |          | 1147/? [08:31<00:00,  2.24it/s]
Epoch 0: |          | 1148/? [08:31<00:00,  2.24it/s]
Epoch 0: |          | 1148/? [08:31<00:00,  2.24it/s]
Epoch 0: |          | 1149/? [08:32<00:00,  2.24it/s]
Epoch 0: |          | 1149/? [08:32<00:00,  2.24it/s]
Epoch 0: |          | 1150/? [08:32<00:00,  2.24it/s]
Epoch 0: |          | 1150/? [08:32<00:00,  2.24it/s]
Epoch 0: |          | 1151/? [08:32<00:00,  2.24it/s]
Epoch 0: |          | 1151/? [08:32<00:00,  2.24it/s]
Epoch 0: |          | 1152/? [08:33<00:00,  2.24it/s]
Epoch 0: |          | 1152/? [08:33<00:00,  2.24it/s]
Epoch 0: |          | 1153/? [08:33<00:00,  2.24it/s]
Epoch 0: |          | 1153/? [08:33<00:00,  2.24it/s]
Epoch 0: |          | 1154/? [08:34<00:00,  2.24it/s]
Epoch 0: |          | 1154/? [08:34<00:00,  2.24it/s]
Epoch 0: |          | 1155/? [08:34<00:00,  2.25it/s]
Epoch 0: |          | 1155/? [08:34<00:00,  2.25it/s]
Epoch 0: |          | 1156/? [08:34<00:00,  2.25it/s]
Epoch 0: |          | 1156/? [08:34<00:00,  2.25it/s]
Epoch 0: |          | 1157/? [08:35<00:00,  2.25it/s]
Epoch 0: |          | 1157/? [08:35<00:00,  2.25it/s]
Epoch 0: |          | 1158/? [08:35<00:00,  2.25it/s]
Epoch 0: |          | 1158/? [08:35<00:00,  2.25it/s]
Epoch 0: |          | 1159/? [08:36<00:00,  2.25it/s]
Epoch 0: |          | 1159/? [08:36<00:00,  2.25it/s]
Epoch 0: |          | 1160/? [08:36<00:00,  2.25it/s]
Epoch 0: |          | 1160/? [08:36<00:00,  2.25it/s]
Epoch 0: |          | 1161/? [08:36<00:00,  2.25it/s]
Epoch 0: |          | 1161/? [08:36<00:00,  2.25it/s]
Epoch 0: |          | 1162/? [08:37<00:00,  2.25it/s]
Epoch 0: |          | 1162/? [08:37<00:00,  2.25it/s]
Epoch 0: |          | 1163/? [08:37<00:00,  2.25it/s]
Epoch 0: |          | 1163/? [08:37<00:00,  2.25it/s]
Epoch 0: |          | 1164/? [08:38<00:00,  2.25it/s]
Epoch 0: |          | 1164/? [08:38<00:00,  2.25it/s]
Epoch 0: |          | 1165/? [08:38<00:00,  2.25it/s]
Epoch 0: |          | 1165/? [08:38<00:00,  2.25it/s]
Epoch 0: |          | 1166/? [08:38<00:00,  2.25it/s]
Epoch 0: |          | 1166/? [08:38<00:00,  2.25it/s]
Epoch 0: |          | 1167/? [08:39<00:00,  2.25it/s]
Epoch 0: |          | 1167/? [08:39<00:00,  2.25it/s]
Epoch 0: |          | 1168/? [08:39<00:00,  2.25it/s]
Epoch 0: |          | 1168/? [08:39<00:00,  2.25it/s]
Epoch 0: |          | 1169/? [08:39<00:00,  2.25it/s]
Epoch 0: |          | 1169/? [08:39<00:00,  2.25it/s]
Epoch 0: |          | 1170/? [08:40<00:00,  2.25it/s]
Epoch 0: |          | 1170/? [08:40<00:00,  2.25it/s]
Epoch 0: |          | 1171/? [08:40<00:00,  2.25it/s]
Epoch 0: |          | 1171/? [08:40<00:00,  2.25it/s]
Epoch 0: |          | 1172/? [08:41<00:00,  2.25it/s]
Epoch 0: |          | 1172/? [08:41<00:00,  2.25it/s]
Epoch 0: |          | 1173/? [08:41<00:00,  2.25it/s]
Epoch 0: |          | 1173/? [08:41<00:00,  2.25it/s]
Epoch 0: |          | 1174/? [08:41<00:00,  2.25it/s]
Epoch 0: |          | 1174/? [08:41<00:00,  2.25it/s]
Epoch 0: |          | 1175/? [08:42<00:00,  2.25it/s]
Epoch 0: |          | 1175/? [08:42<00:00,  2.25it/s]
Epoch 0: |          | 1176/? [08:42<00:00,  2.25it/s]
Epoch 0: |          | 1176/? [08:42<00:00,  2.25it/s]
Epoch 0: |          | 1177/? [08:43<00:00,  2.25it/s]
Epoch 0: |          | 1177/? [08:43<00:00,  2.25it/s]
Epoch 0: |          | 1178/? [08:43<00:00,  2.25it/s]
Epoch 0: |          | 1178/? [08:43<00:00,  2.25it/s]
Epoch 0: |          | 1179/? [08:43<00:00,  2.25it/s]
Epoch 0: |          | 1179/? [08:43<00:00,  2.25it/s]
Epoch 0: |          | 1180/? [08:44<00:00,  2.25it/s]
Epoch 0: |          | 1180/? [08:44<00:00,  2.25it/s]
Epoch 0: |          | 1181/? [08:44<00:00,  2.25it/s]
Epoch 0: |          | 1181/? [08:44<00:00,  2.25it/s]
Epoch 0: |          | 1182/? [08:45<00:00,  2.25it/s]
Epoch 0: |          | 1182/? [08:45<00:00,  2.25it/s]
Epoch 0: |          | 1183/? [08:45<00:00,  2.25it/s]
Epoch 0: |          | 1183/? [08:45<00:00,  2.25it/s]
Epoch 0: |          | 1184/? [08:45<00:00,  2.25it/s]
Epoch 0: |          | 1184/? [08:45<00:00,  2.25it/s]
Epoch 0: |          | 1185/? [08:46<00:00,  2.25it/s]
Epoch 0: |          | 1185/? [08:46<00:00,  2.25it/s]
Epoch 0: |          | 1186/? [08:46<00:00,  2.25it/s]
Epoch 0: |          | 1186/? [08:46<00:00,  2.25it/s]
Epoch 0: |          | 1187/? [08:46<00:00,  2.25it/s]
Epoch 0: |          | 1187/? [08:46<00:00,  2.25it/s]
Epoch 0: |          | 1188/? [08:47<00:00,  2.25it/s]
Epoch 0: |          | 1188/? [08:47<00:00,  2.25it/s]
Epoch 0: |          | 1189/? [08:47<00:00,  2.25it/s]
Epoch 0: |          | 1189/? [08:47<00:00,  2.25it/s]
Epoch 0: |          | 1190/? [08:48<00:00,  2.25it/s]
Epoch 0: |          | 1190/? [08:48<00:00,  2.25it/s]
Epoch 0: |          | 1191/? [08:48<00:00,  2.25it/s]
Epoch 0: |          | 1191/? [08:48<00:00,  2.25it/s]
Epoch 0: |          | 1192/? [08:48<00:00,  2.25it/s]
Epoch 0: |          | 1192/? [08:48<00:00,  2.25it/s]
Epoch 0: |          | 1193/? [08:49<00:00,  2.25it/s]
Epoch 0: |          | 1193/? [08:49<00:00,  2.25it/s]
Epoch 0: |          | 1194/? [08:49<00:00,  2.25it/s]
Epoch 0: |          | 1194/? [08:49<00:00,  2.25it/s]
Epoch 0: |          | 1195/? [08:50<00:00,  2.25it/s]
Epoch 0: |          | 1195/? [08:50<00:00,  2.25it/s]
Epoch 0: |          | 1196/? [08:50<00:00,  2.25it/s]
Epoch 0: |          | 1196/? [08:50<00:00,  2.25it/s]
Epoch 0: |          | 1197/? [08:50<00:00,  2.25it/s]
Epoch 0: |          | 1197/? [08:50<00:00,  2.25it/s]
Epoch 0: |          | 1198/? [08:51<00:00,  2.25it/s]
Epoch 0: |          | 1198/? [08:51<00:00,  2.25it/s]
Epoch 0: |          | 1199/? [08:51<00:00,  2.26it/s]
Epoch 0: |          | 1199/? [08:51<00:00,  2.26it/s]
Epoch 0: |          | 1200/? [08:52<00:00,  2.26it/s]
Epoch 0: |          | 1200/? [08:52<00:00,  2.26it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.08it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  6.77it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  6.86it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.75it/s]

Epoch 0: |          | 1200/? [08:52<00:00,  2.25it/s]
Epoch 0: |          | 1201/? [08:53<00:00,  2.25it/s]
Epoch 0: |          | 1201/? [08:53<00:00,  2.25it/s]
Epoch 0: |          | 1202/? [08:53<00:00,  2.25it/s]
Epoch 0: |          | 1202/? [08:53<00:00,  2.25it/s]
Epoch 0: |          | 1203/? [08:53<00:00,  2.25it/s]
Epoch 0: |          | 1203/? [08:53<00:00,  2.25it/s]
Epoch 0: |          | 1204/? [08:54<00:00,  2.25it/s]
Epoch 0: |          | 1204/? [08:54<00:00,  2.25it/s]
Epoch 0: |          | 1205/? [08:54<00:00,  2.25it/s]
Epoch 0: |          | 1205/? [08:54<00:00,  2.25it/s]
Epoch 0: |          | 1206/? [08:55<00:00,  2.25it/s]
Epoch 0: |          | 1206/? [08:55<00:00,  2.25it/s]
Epoch 0: |          | 1207/? [08:55<00:00,  2.25it/s]
Epoch 0: |          | 1207/? [08:55<00:00,  2.25it/s]
Epoch 0: |          | 1208/? [08:55<00:00,  2.25it/s]
Epoch 0: |          | 1208/? [08:55<00:00,  2.25it/s]
Epoch 0: |          | 1209/? [08:56<00:00,  2.25it/s]
Epoch 0: |          | 1209/? [08:56<00:00,  2.25it/s]
Epoch 0: |          | 1210/? [08:56<00:00,  2.25it/s]
Epoch 0: |          | 1210/? [08:56<00:00,  2.25it/s]
Epoch 0: |          | 1211/? [08:57<00:00,  2.26it/s]
Epoch 0: |          | 1211/? [08:57<00:00,  2.26it/s]
Epoch 0: |          | 1212/? [08:57<00:00,  2.26it/s]
Epoch 0: |          | 1212/? [08:57<00:00,  2.26it/s]
Epoch 0: |          | 1213/? [08:57<00:00,  2.26it/s]
Epoch 0: |          | 1213/? [08:57<00:00,  2.26it/s]
Epoch 0: |          | 1214/? [08:58<00:00,  2.26it/s]
Epoch 0: |          | 1214/? [08:58<00:00,  2.26it/s]
Epoch 0: |          | 1215/? [08:58<00:00,  2.26it/s]
Epoch 0: |          | 1215/? [08:58<00:00,  2.26it/s]
Epoch 0: |          | 1216/? [08:58<00:00,  2.26it/s]
Epoch 0: |          | 1216/? [08:58<00:00,  2.26it/s]
Epoch 0: |          | 1217/? [08:59<00:00,  2.26it/s]
Epoch 0: |          | 1217/? [08:59<00:00,  2.26it/s]
Epoch 0: |          | 1218/? [08:59<00:00,  2.26it/s]
Epoch 0: |          | 1218/? [08:59<00:00,  2.26it/s]
Epoch 0: |          | 1219/? [09:00<00:00,  2.26it/s]
Epoch 0: |          | 1219/? [09:00<00:00,  2.26it/s]
Epoch 0: |          | 1220/? [09:00<00:00,  2.26it/s]
Epoch 0: |          | 1220/? [09:00<00:00,  2.26it/s]
Epoch 0: |          | 1221/? [09:00<00:00,  2.26it/s]
Epoch 0: |          | 1221/? [09:00<00:00,  2.26it/s]
Epoch 0: |          | 1222/? [09:01<00:00,  2.26it/s]
Epoch 0: |          | 1222/? [09:01<00:00,  2.26it/s]
Epoch 0: |          | 1223/? [09:01<00:00,  2.26it/s]
Epoch 0: |          | 1223/? [09:01<00:00,  2.26it/s]
Epoch 0: |          | 1224/? [09:02<00:00,  2.26it/s]
Epoch 0: |          | 1224/? [09:02<00:00,  2.26it/s]
Epoch 0: |          | 1225/? [09:02<00:00,  2.26it/s]
Epoch 0: |          | 1225/? [09:02<00:00,  2.26it/s]
Epoch 0: |          | 1226/? [09:02<00:00,  2.26it/s]
Epoch 0: |          | 1226/? [09:02<00:00,  2.26it/s]
Epoch 0: |          | 1227/? [09:03<00:00,  2.26it/s]
Epoch 0: |          | 1227/? [09:03<00:00,  2.26it/s]
Epoch 0: |          | 1228/? [09:03<00:00,  2.26it/s]
Epoch 0: |          | 1228/? [09:03<00:00,  2.26it/s]
Epoch 0: |          | 1229/? [09:04<00:00,  2.26it/s]
Epoch 0: |          | 1229/? [09:04<00:00,  2.26it/s]
Epoch 0: |          | 1230/? [09:04<00:00,  2.26it/s]
Epoch 0: |          | 1230/? [09:04<00:00,  2.26it/s]
Epoch 0: |          | 1231/? [09:04<00:00,  2.26it/s]
Epoch 0: |          | 1231/? [09:04<00:00,  2.26it/s]
Epoch 0: |          | 1232/? [09:05<00:00,  2.26it/s]
Epoch 0: |          | 1232/? [09:05<00:00,  2.26it/s]
Epoch 0: |          | 1233/? [09:05<00:00,  2.26it/s]
Epoch 0: |          | 1233/? [09:05<00:00,  2.26it/s]
Epoch 0: |          | 1234/? [09:05<00:00,  2.26it/s]
Epoch 0: |          | 1234/? [09:05<00:00,  2.26it/s]
Epoch 0: |          | 1235/? [09:06<00:00,  2.26it/s]
Epoch 0: |          | 1235/? [09:06<00:00,  2.26it/s]
Epoch 0: |          | 1236/? [09:06<00:00,  2.26it/s]
Epoch 0: |          | 1236/? [09:06<00:00,  2.26it/s]
Epoch 0: |          | 1237/? [09:07<00:00,  2.26it/s]
Epoch 0: |          | 1237/? [09:07<00:00,  2.26it/s]
Epoch 0: |          | 1238/? [09:07<00:00,  2.26it/s]
Epoch 0: |          | 1238/? [09:07<00:00,  2.26it/s]
Epoch 0: |          | 1239/? [09:07<00:00,  2.26it/s]
Epoch 0: |          | 1239/? [09:07<00:00,  2.26it/s]
Epoch 0: |          | 1240/? [09:08<00:00,  2.26it/s]
Epoch 0: |          | 1240/? [09:08<00:00,  2.26it/s]
Epoch 0: |          | 1241/? [09:08<00:00,  2.26it/s]
Epoch 0: |          | 1241/? [09:08<00:00,  2.26it/s]
Epoch 0: |          | 1242/? [09:09<00:00,  2.26it/s]
Epoch 0: |          | 1242/? [09:09<00:00,  2.26it/s]
Epoch 0: |          | 1243/? [09:09<00:00,  2.26it/s]
Epoch 0: |          | 1243/? [09:09<00:00,  2.26it/s]
Epoch 0: |          | 1244/? [09:09<00:00,  2.26it/s]
Epoch 0: |          | 1244/? [09:09<00:00,  2.26it/s]
Epoch 0: |          | 1245/? [09:10<00:00,  2.26it/s]
Epoch 0: |          | 1245/? [09:10<00:00,  2.26it/s]
Epoch 0: |          | 1246/? [09:10<00:00,  2.26it/s]
Epoch 0: |          | 1246/? [09:10<00:00,  2.26it/s]
Epoch 0: |          | 1247/? [09:11<00:00,  2.26it/s]
Epoch 0: |          | 1247/? [09:11<00:00,  2.26it/s]
Epoch 0: |          | 1248/? [09:11<00:00,  2.26it/s]
Epoch 0: |          | 1248/? [09:11<00:00,  2.26it/s]
Epoch 0: |          | 1249/? [09:11<00:00,  2.26it/s]
Epoch 0: |          | 1249/? [09:11<00:00,  2.26it/s]
Epoch 0: |          | 1250/? [09:12<00:00,  2.26it/s]
Epoch 0: |          | 1250/? [09:12<00:00,  2.26it/s]
Epoch 0: |          | 1251/? [09:12<00:00,  2.26it/s]
Epoch 0: |          | 1251/? [09:12<00:00,  2.26it/s]
Epoch 0: |          | 1252/? [09:12<00:00,  2.26it/s]
Epoch 0: |          | 1252/? [09:12<00:00,  2.26it/s]
Epoch 0: |          | 1253/? [09:13<00:00,  2.26it/s]
Epoch 0: |          | 1253/? [09:13<00:00,  2.26it/s]
Epoch 0: |          | 1254/? [09:13<00:00,  2.26it/s]
Epoch 0: |          | 1254/? [09:13<00:00,  2.26it/s]
Epoch 0: |          | 1255/? [09:14<00:00,  2.26it/s]
Epoch 0: |          | 1255/? [09:14<00:00,  2.26it/s]
Epoch 0: |          | 1256/? [09:14<00:00,  2.26it/s]
Epoch 0: |          | 1256/? [09:14<00:00,  2.26it/s]
Epoch 0: |          | 1257/? [09:14<00:00,  2.26it/s]
Epoch 0: |          | 1257/? [09:14<00:00,  2.26it/s]
Epoch 0: |          | 1258/? [09:15<00:00,  2.27it/s]
Epoch 0: |          | 1258/? [09:15<00:00,  2.27it/s]
Epoch 0: |          | 1259/? [09:15<00:00,  2.27it/s]
Epoch 0: |          | 1259/? [09:15<00:00,  2.27it/s]
Epoch 0: |          | 1260/? [09:16<00:00,  2.27it/s]
Epoch 0: |          | 1260/? [09:16<00:00,  2.27it/s]
Epoch 0: |          | 1261/? [09:16<00:00,  2.27it/s]
Epoch 0: |          | 1261/? [09:16<00:00,  2.27it/s]
Epoch 0: |          | 1262/? [09:16<00:00,  2.27it/s]
Epoch 0: |          | 1262/? [09:16<00:00,  2.27it/s]
Epoch 0: |          | 1263/? [09:17<00:00,  2.27it/s]
Epoch 0: |          | 1263/? [09:17<00:00,  2.27it/s]
Epoch 0: |          | 1264/? [09:17<00:00,  2.27it/s]
Epoch 0: |          | 1264/? [09:17<00:00,  2.27it/s]
Epoch 0: |          | 1265/? [09:18<00:00,  2.27it/s]
Epoch 0: |          | 1265/? [09:18<00:00,  2.27it/s]
Epoch 0: |          | 1266/? [09:18<00:00,  2.27it/s]
Epoch 0: |          | 1266/? [09:18<00:00,  2.27it/s]
Epoch 0: |          | 1267/? [09:18<00:00,  2.27it/s]
Epoch 0: |          | 1267/? [09:18<00:00,  2.27it/s]
Epoch 0: |          | 1268/? [09:19<00:00,  2.27it/s]
Epoch 0: |          | 1268/? [09:19<00:00,  2.27it/s]
Epoch 0: |          | 1269/? [09:19<00:00,  2.27it/s]
Epoch 0: |          | 1269/? [09:19<00:00,  2.27it/s]
Epoch 0: |          | 1270/? [09:20<00:00,  2.27it/s]
Epoch 0: |          | 1270/? [09:20<00:00,  2.27it/s]
Epoch 0: |          | 1271/? [09:20<00:00,  2.27it/s]
Epoch 0: |          | 1271/? [09:20<00:00,  2.27it/s]
Epoch 0: |          | 1272/? [09:20<00:00,  2.27it/s]
Epoch 0: |          | 1272/? [09:20<00:00,  2.27it/s]
Epoch 0: |          | 1273/? [09:21<00:00,  2.27it/s]
Epoch 0: |          | 1273/? [09:21<00:00,  2.27it/s]
Epoch 0: |          | 1274/? [09:21<00:00,  2.27it/s]
Epoch 0: |          | 1274/? [09:21<00:00,  2.27it/s]
Epoch 0: |          | 1275/? [09:22<00:00,  2.27it/s]
Epoch 0: |          | 1275/? [09:22<00:00,  2.27it/s]
Epoch 0: |          | 1276/? [09:22<00:00,  2.27it/s]
Epoch 0: |          | 1276/? [09:22<00:00,  2.27it/s]
Epoch 0: |          | 1277/? [09:22<00:00,  2.27it/s]
Epoch 0: |          | 1277/? [09:22<00:00,  2.27it/s]
Epoch 0: |          | 1278/? [09:23<00:00,  2.27it/s]
Epoch 0: |          | 1278/? [09:23<00:00,  2.27it/s]
Epoch 0: |          | 1279/? [09:23<00:00,  2.27it/s]
Epoch 0: |          | 1279/? [09:23<00:00,  2.27it/s]
Epoch 0: |          | 1280/? [09:23<00:00,  2.27it/s]
Epoch 0: |          | 1280/? [09:23<00:00,  2.27it/s]
Epoch 0: |          | 1281/? [09:24<00:00,  2.27it/s]
Epoch 0: |          | 1281/? [09:24<00:00,  2.27it/s]
Epoch 0: |          | 1282/? [09:24<00:00,  2.27it/s]
Epoch 0: |          | 1282/? [09:24<00:00,  2.27it/s]
Epoch 0: |          | 1283/? [09:25<00:00,  2.27it/s]
Epoch 0: |          | 1283/? [09:25<00:00,  2.27it/s]
Epoch 0: |          | 1284/? [09:25<00:00,  2.27it/s]
Epoch 0: |          | 1284/? [09:25<00:00,  2.27it/s]
Epoch 0: |          | 1285/? [09:25<00:00,  2.27it/s]
Epoch 0: |          | 1285/? [09:25<00:00,  2.27it/s]
Epoch 0: |          | 1286/? [09:26<00:00,  2.27it/s]
Epoch 0: |          | 1286/? [09:26<00:00,  2.27it/s]
Epoch 0: |          | 1287/? [09:26<00:00,  2.27it/s]
Epoch 0: |          | 1287/? [09:26<00:00,  2.27it/s]
Epoch 0: |          | 1288/? [09:27<00:00,  2.27it/s]
Epoch 0: |          | 1288/? [09:27<00:00,  2.27it/s]
Epoch 0: |          | 1289/? [09:27<00:00,  2.27it/s]
Epoch 0: |          | 1289/? [09:27<00:00,  2.27it/s]
Epoch 0: |          | 1290/? [09:27<00:00,  2.27it/s]
Epoch 0: |          | 1290/? [09:27<00:00,  2.27it/s]
Epoch 0: |          | 1291/? [09:28<00:00,  2.27it/s]
Epoch 0: |          | 1291/? [09:28<00:00,  2.27it/s]
Epoch 0: |          | 1292/? [09:28<00:00,  2.27it/s]
Epoch 0: |          | 1292/? [09:28<00:00,  2.27it/s]
Epoch 0: |          | 1293/? [09:29<00:00,  2.27it/s]
Epoch 0: |          | 1293/? [09:29<00:00,  2.27it/s]
Epoch 0: |          | 1294/? [09:29<00:00,  2.27it/s]
Epoch 0: |          | 1294/? [09:29<00:00,  2.27it/s]
Epoch 0: |          | 1295/? [09:29<00:00,  2.27it/s]
Epoch 0: |          | 1295/? [09:29<00:00,  2.27it/s]
Epoch 0: |          | 1296/? [09:30<00:00,  2.27it/s]
Epoch 0: |          | 1296/? [09:30<00:00,  2.27it/s]
Epoch 0: |          | 1297/? [09:30<00:00,  2.27it/s]
Epoch 0: |          | 1297/? [09:30<00:00,  2.27it/s]
Epoch 0: |          | 1298/? [09:31<00:00,  2.27it/s]
Epoch 0: |          | 1298/? [09:31<00:00,  2.27it/s]
Epoch 0: |          | 1299/? [09:31<00:00,  2.27it/s]
Epoch 0: |          | 1299/? [09:31<00:00,  2.27it/s]
Epoch 0: |          | 1300/? [09:31<00:00,  2.27it/s]
Epoch 0: |          | 1300/? [09:31<00:00,  2.27it/s]
Epoch 0: |          | 1301/? [09:32<00:00,  2.27it/s]
Epoch 0: |          | 1301/? [09:32<00:00,  2.27it/s]
Epoch 0: |          | 1302/? [09:32<00:00,  2.27it/s]
Epoch 0: |          | 1302/? [09:32<00:00,  2.27it/s]
Epoch 0: |          | 1303/? [09:32<00:00,  2.27it/s]
Epoch 0: |          | 1303/? [09:32<00:00,  2.27it/s]
Epoch 0: |          | 1304/? [09:33<00:00,  2.27it/s]
Epoch 0: |          | 1304/? [09:33<00:00,  2.27it/s]
Epoch 0: |          | 1305/? [09:33<00:00,  2.27it/s]
Epoch 0: |          | 1305/? [09:33<00:00,  2.27it/s]
Epoch 0: |          | 1306/? [09:34<00:00,  2.27it/s]
Epoch 0: |          | 1306/? [09:34<00:00,  2.27it/s]
Epoch 0: |          | 1307/? [09:34<00:00,  2.27it/s]
Epoch 0: |          | 1307/? [09:34<00:00,  2.27it/s]
Epoch 0: |          | 1308/? [09:34<00:00,  2.28it/s]
Epoch 0: |          | 1308/? [09:34<00:00,  2.28it/s]
Epoch 0: |          | 1309/? [09:35<00:00,  2.28it/s]
Epoch 0: |          | 1309/? [09:35<00:00,  2.28it/s]
Epoch 0: |          | 1310/? [09:35<00:00,  2.28it/s]
Epoch 0: |          | 1310/? [09:35<00:00,  2.28it/s]
Epoch 0: |          | 1311/? [09:36<00:00,  2.28it/s]
Epoch 0: |          | 1311/? [09:36<00:00,  2.28it/s]
Epoch 0: |          | 1312/? [09:36<00:00,  2.28it/s]
Epoch 0: |          | 1312/? [09:36<00:00,  2.28it/s]
Epoch 0: |          | 1313/? [09:36<00:00,  2.28it/s]
Epoch 0: |          | 1313/? [09:36<00:00,  2.28it/s]
Epoch 0: |          | 1314/? [09:37<00:00,  2.28it/s]
Epoch 0: |          | 1314/? [09:37<00:00,  2.28it/s]
Epoch 0: |          | 1315/? [09:37<00:00,  2.28it/s]
Epoch 0: |          | 1315/? [09:37<00:00,  2.28it/s]
Epoch 0: |          | 1316/? [09:38<00:00,  2.28it/s]
Epoch 0: |          | 1316/? [09:38<00:00,  2.28it/s]
Epoch 0: |          | 1317/? [09:38<00:00,  2.28it/s]
Epoch 0: |          | 1317/? [09:38<00:00,  2.28it/s]
Epoch 0: |          | 1318/? [09:38<00:00,  2.28it/s]
Epoch 0: |          | 1318/? [09:38<00:00,  2.28it/s]
Epoch 0: |          | 1319/? [09:39<00:00,  2.28it/s]
Epoch 0: |          | 1319/? [09:39<00:00,  2.28it/s]
Epoch 0: |          | 1320/? [09:39<00:00,  2.28it/s]
Epoch 0: |          | 1320/? [09:39<00:00,  2.28it/s]
Epoch 0: |          | 1321/? [09:39<00:00,  2.28it/s]
Epoch 0: |          | 1321/? [09:39<00:00,  2.28it/s]
Epoch 0: |          | 1322/? [09:40<00:00,  2.28it/s]
Epoch 0: |          | 1322/? [09:40<00:00,  2.28it/s]
Epoch 0: |          | 1323/? [09:40<00:00,  2.28it/s]
Epoch 0: |          | 1323/? [09:40<00:00,  2.28it/s]
Epoch 0: |          | 1324/? [09:41<00:00,  2.28it/s]
Epoch 0: |          | 1324/? [09:41<00:00,  2.28it/s]
Epoch 0: |          | 1325/? [09:41<00:00,  2.28it/s]
Epoch 0: |          | 1325/? [09:41<00:00,  2.28it/s]
Epoch 0: |          | 1326/? [09:41<00:00,  2.28it/s]
Epoch 0: |          | 1326/? [09:41<00:00,  2.28it/s]
Epoch 0: |          | 1327/? [09:42<00:00,  2.28it/s]
Epoch 0: |          | 1327/? [09:42<00:00,  2.28it/s]
Epoch 0: |          | 1328/? [09:42<00:00,  2.28it/s]
Epoch 0: |          | 1328/? [09:42<00:00,  2.28it/s]
Epoch 0: |          | 1329/? [09:43<00:00,  2.28it/s]
Epoch 0: |          | 1329/? [09:43<00:00,  2.28it/s]
Epoch 0: |          | 1330/? [09:43<00:00,  2.28it/s]
Epoch 0: |          | 1330/? [09:43<00:00,  2.28it/s]
Epoch 0: |          | 1331/? [09:43<00:00,  2.28it/s]
Epoch 0: |          | 1331/? [09:43<00:00,  2.28it/s]
Epoch 0: |          | 1332/? [09:44<00:00,  2.28it/s]
Epoch 0: |          | 1332/? [09:44<00:00,  2.28it/s]
Epoch 0: |          | 1333/? [09:44<00:00,  2.28it/s]
Epoch 0: |          | 1333/? [09:44<00:00,  2.28it/s]
Epoch 0: |          | 1334/? [09:45<00:00,  2.28it/s]
Epoch 0: |          | 1334/? [09:45<00:00,  2.28it/s]
Epoch 0: |          | 1335/? [09:45<00:00,  2.28it/s]
Epoch 0: |          | 1335/? [09:45<00:00,  2.28it/s]
Epoch 0: |          | 1336/? [09:45<00:00,  2.28it/s]
Epoch 0: |          | 1336/? [09:45<00:00,  2.28it/s]
Epoch 0: |          | 1337/? [09:46<00:00,  2.28it/s]
Epoch 0: |          | 1337/? [09:46<00:00,  2.28it/s]
Epoch 0: |          | 1338/? [09:46<00:00,  2.28it/s]
Epoch 0: |          | 1338/? [09:46<00:00,  2.28it/s]
Epoch 0: |          | 1339/? [09:47<00:00,  2.28it/s]
Epoch 0: |          | 1339/? [09:47<00:00,  2.28it/s]
Epoch 0: |          | 1340/? [09:47<00:00,  2.28it/s]
Epoch 0: |          | 1340/? [09:47<00:00,  2.28it/s]
Epoch 0: |          | 1341/? [09:47<00:00,  2.28it/s]
Epoch 0: |          | 1341/? [09:47<00:00,  2.28it/s]
Epoch 0: |          | 1342/? [09:48<00:00,  2.28it/s]
Epoch 0: |          | 1342/? [09:48<00:00,  2.28it/s]
Epoch 0: |          | 1343/? [09:48<00:00,  2.28it/s]
Epoch 0: |          | 1343/? [09:48<00:00,  2.28it/s]
Epoch 0: |          | 1344/? [09:48<00:00,  2.28it/s]
Epoch 0: |          | 1344/? [09:48<00:00,  2.28it/s]
Epoch 0: |          | 1345/? [09:49<00:00,  2.28it/s]
Epoch 0: |          | 1345/? [09:49<00:00,  2.28it/s]
Epoch 0: |          | 1346/? [09:49<00:00,  2.28it/s]
Epoch 0: |          | 1346/? [09:49<00:00,  2.28it/s]
Epoch 0: |          | 1347/? [09:50<00:00,  2.28it/s]
Epoch 0: |          | 1347/? [09:50<00:00,  2.28it/s]
Epoch 0: |          | 1348/? [09:50<00:00,  2.28it/s]
Epoch 0: |          | 1348/? [09:50<00:00,  2.28it/s]
Epoch 0: |          | 1349/? [09:50<00:00,  2.28it/s]
Epoch 0: |          | 1349/? [09:50<00:00,  2.28it/s]
Epoch 0: |          | 1350/? [09:51<00:00,  2.28it/s]
Epoch 0: |          | 1350/? [09:51<00:00,  2.28it/s]
Epoch 0: |          | 1351/? [09:51<00:00,  2.28it/s]
Epoch 0: |          | 1351/? [09:51<00:00,  2.28it/s]
Epoch 0: |          | 1352/? [09:52<00:00,  2.28it/s]
Epoch 0: |          | 1352/? [09:52<00:00,  2.28it/s]
Epoch 0: |          | 1353/? [09:52<00:00,  2.28it/s]
Epoch 0: |          | 1353/? [09:52<00:00,  2.28it/s]
Epoch 0: |          | 1354/? [09:52<00:00,  2.28it/s]
Epoch 0: |          | 1354/? [09:52<00:00,  2.28it/s]
Epoch 0: |          | 1355/? [09:53<00:00,  2.28it/s]
Epoch 0: |          | 1355/? [09:53<00:00,  2.28it/s]
Epoch 0: |          | 1356/? [09:53<00:00,  2.28it/s]
Epoch 0: |          | 1356/? [09:53<00:00,  2.28it/s]
Epoch 0: |          | 1357/? [09:54<00:00,  2.28it/s]
Epoch 0: |          | 1357/? [09:54<00:00,  2.28it/s]
Epoch 0: |          | 1358/? [09:54<00:00,  2.28it/s]
Epoch 0: |          | 1358/? [09:54<00:00,  2.28it/s]
Epoch 0: |          | 1359/? [09:54<00:00,  2.28it/s]
Epoch 0: |          | 1359/? [09:54<00:00,  2.28it/s]
Epoch 0: |          | 1360/? [09:55<00:00,  2.28it/s]
Epoch 0: |          | 1360/? [09:55<00:00,  2.28it/s]
Epoch 0: |          | 1361/? [09:55<00:00,  2.29it/s]
Epoch 0: |          | 1361/? [09:55<00:00,  2.29it/s]
Epoch 0: |          | 1362/? [09:55<00:00,  2.29it/s]
Epoch 0: |          | 1362/? [09:55<00:00,  2.29it/s]
Epoch 0: |          | 1363/? [09:56<00:00,  2.29it/s]
Epoch 0: |          | 1363/? [09:56<00:00,  2.29it/s]
Epoch 0: |          | 1364/? [09:56<00:00,  2.29it/s]
Epoch 0: |          | 1364/? [09:56<00:00,  2.29it/s]
Epoch 0: |          | 1365/? [09:57<00:00,  2.29it/s]
Epoch 0: |          | 1365/? [09:57<00:00,  2.29it/s]
Epoch 0: |          | 1366/? [09:57<00:00,  2.29it/s]
Epoch 0: |          | 1366/? [09:57<00:00,  2.29it/s]
Epoch 0: |          | 1367/? [09:57<00:00,  2.29it/s]
Epoch 0: |          | 1367/? [09:57<00:00,  2.29it/s]
Epoch 0: |          | 1368/? [09:58<00:00,  2.29it/s]
Epoch 0: |          | 1368/? [09:58<00:00,  2.29it/s]
Epoch 0: |          | 1369/? [09:58<00:00,  2.29it/s]
Epoch 0: |          | 1369/? [09:58<00:00,  2.29it/s]
Epoch 0: |          | 1370/? [09:59<00:00,  2.29it/s]
Epoch 0: |          | 1370/? [09:59<00:00,  2.29it/s]
Epoch 0: |          | 1371/? [09:59<00:00,  2.29it/s]
Epoch 0: |          | 1371/? [09:59<00:00,  2.29it/s]
Epoch 0: |          | 1372/? [09:59<00:00,  2.29it/s]
Epoch 0: |          | 1372/? [09:59<00:00,  2.29it/s]
Epoch 0: |          | 1373/? [10:00<00:00,  2.29it/s]
Epoch 0: |          | 1373/? [10:00<00:00,  2.29it/s]
Epoch 0: |          | 1374/? [10:00<00:00,  2.29it/s]
Epoch 0: |          | 1374/? [10:00<00:00,  2.29it/s]
Epoch 0: |          | 1375/? [10:01<00:00,  2.29it/s]
Epoch 0: |          | 1375/? [10:01<00:00,  2.29it/s]
Epoch 0: |          | 1376/? [10:01<00:00,  2.29it/s]
Epoch 0: |          | 1376/? [10:01<00:00,  2.29it/s]
Epoch 0: |          | 1377/? [10:01<00:00,  2.29it/s]
Epoch 0: |          | 1377/? [10:01<00:00,  2.29it/s]
Epoch 0: |          | 1378/? [10:02<00:00,  2.29it/s]
Epoch 0: |          | 1378/? [10:02<00:00,  2.29it/s]
Epoch 0: |          | 1379/? [10:02<00:00,  2.29it/s]
Epoch 0: |          | 1379/? [10:02<00:00,  2.29it/s]
Epoch 0: |          | 1380/? [10:02<00:00,  2.29it/s]
Epoch 0: |          | 1380/? [10:02<00:00,  2.29it/s]
Epoch 0: |          | 1381/? [10:03<00:00,  2.29it/s]
Epoch 0: |          | 1381/? [10:03<00:00,  2.29it/s]
Epoch 0: |          | 1382/? [10:03<00:00,  2.29it/s]
Epoch 0: |          | 1382/? [10:03<00:00,  2.29it/s]
Epoch 0: |          | 1383/? [10:04<00:00,  2.29it/s]
Epoch 0: |          | 1383/? [10:04<00:00,  2.29it/s]
Epoch 0: |          | 1384/? [10:04<00:00,  2.29it/s]
Epoch 0: |          | 1384/? [10:04<00:00,  2.29it/s]
Epoch 0: |          | 1385/? [10:04<00:00,  2.29it/s]
Epoch 0: |          | 1385/? [10:04<00:00,  2.29it/s]
Epoch 0: |          | 1386/? [10:05<00:00,  2.29it/s]
Epoch 0: |          | 1386/? [10:05<00:00,  2.29it/s]
Epoch 0: |          | 1387/? [10:05<00:00,  2.29it/s]
Epoch 0: |          | 1387/? [10:05<00:00,  2.29it/s]
Epoch 0: |          | 1388/? [10:06<00:00,  2.29it/s]
Epoch 0: |          | 1388/? [10:06<00:00,  2.29it/s]
Epoch 0: |          | 1389/? [10:06<00:00,  2.29it/s]
Epoch 0: |          | 1389/? [10:06<00:00,  2.29it/s]
Epoch 0: |          | 1390/? [10:06<00:00,  2.29it/s]
Epoch 0: |          | 1390/? [10:06<00:00,  2.29it/s]
Epoch 0: |          | 1391/? [10:07<00:00,  2.29it/s]
Epoch 0: |          | 1391/? [10:07<00:00,  2.29it/s]
Epoch 0: |          | 1392/? [10:07<00:00,  2.29it/s]
Epoch 0: |          | 1392/? [10:07<00:00,  2.29it/s]
Epoch 0: |          | 1393/? [10:08<00:00,  2.29it/s]
Epoch 0: |          | 1393/? [10:08<00:00,  2.29it/s]
Epoch 0: |          | 1394/? [10:08<00:00,  2.29it/s]
Epoch 0: |          | 1394/? [10:08<00:00,  2.29it/s]
Epoch 0: |          | 1395/? [10:08<00:00,  2.29it/s]
Epoch 0: |          | 1395/? [10:08<00:00,  2.29it/s]
Epoch 0: |          | 1396/? [10:09<00:00,  2.29it/s]
Epoch 0: |          | 1396/? [10:09<00:00,  2.29it/s]
Epoch 0: |          | 1397/? [10:09<00:00,  2.29it/s]
Epoch 0: |          | 1397/? [10:09<00:00,  2.29it/s]
Epoch 0: |          | 1398/? [10:09<00:00,  2.29it/s]
Epoch 0: |          | 1398/? [10:09<00:00,  2.29it/s]
Epoch 0: |          | 1399/? [10:10<00:00,  2.29it/s]
Epoch 0: |          | 1399/? [10:10<00:00,  2.29it/s]
Epoch 0: |          | 1400/? [10:10<00:00,  2.29it/s]
Epoch 0: |          | 1400/? [10:10<00:00,  2.29it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.42it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  6.98it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.12it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  6.96it/s]

Epoch 0: |          | 1400/? [10:11<00:00,  2.29it/s]
Epoch 0: |          | 1401/? [10:11<00:00,  2.29it/s]
Epoch 0: |          | 1401/? [10:11<00:00,  2.29it/s]
Epoch 0: |          | 1402/? [10:12<00:00,  2.29it/s]
Epoch 0: |          | 1402/? [10:12<00:00,  2.29it/s]
Epoch 0: |          | 1403/? [10:12<00:00,  2.29it/s]
Epoch 0: |          | 1403/? [10:12<00:00,  2.29it/s]
Epoch 0: |          | 1404/? [10:12<00:00,  2.29it/s]
Epoch 0: |          | 1404/? [10:12<00:00,  2.29it/s]
Epoch 0: |          | 1405/? [10:13<00:00,  2.29it/s]
Epoch 0: |          | 1405/? [10:13<00:00,  2.29it/s]
Epoch 0: |          | 1406/? [10:13<00:00,  2.29it/s]
Epoch 0: |          | 1406/? [10:13<00:00,  2.29it/s]
Epoch 0: |          | 1407/? [10:14<00:00,  2.29it/s]
Epoch 0: |          | 1407/? [10:14<00:00,  2.29it/s]
Epoch 0: |          | 1408/? [10:14<00:00,  2.29it/s]
Epoch 0: |          | 1408/? [10:14<00:00,  2.29it/s]
Epoch 0: |          | 1409/? [10:14<00:00,  2.29it/s]
Epoch 0: |          | 1409/? [10:14<00:00,  2.29it/s]
Epoch 0: |          | 1410/? [10:15<00:00,  2.29it/s]
Epoch 0: |          | 1410/? [10:15<00:00,  2.29it/s]
Epoch 0: |          | 1411/? [10:15<00:00,  2.29it/s]
Epoch 0: |          | 1411/? [10:15<00:00,  2.29it/s]
Epoch 0: |          | 1412/? [10:16<00:00,  2.29it/s]
Epoch 0: |          | 1412/? [10:16<00:00,  2.29it/s]
Epoch 0: |          | 1413/? [10:16<00:00,  2.29it/s]
Epoch 0: |          | 1413/? [10:16<00:00,  2.29it/s]
Epoch 0: |          | 1414/? [10:16<00:00,  2.29it/s]
Epoch 0: |          | 1414/? [10:16<00:00,  2.29it/s]
Epoch 0: |          | 1415/? [10:17<00:00,  2.29it/s]
Epoch 0: |          | 1415/? [10:17<00:00,  2.29it/s]
Epoch 0: |          | 1416/? [10:17<00:00,  2.29it/s]
Epoch 0: |          | 1416/? [10:17<00:00,  2.29it/s]
Epoch 0: |          | 1417/? [10:18<00:00,  2.29it/s]
Epoch 0: |          | 1417/? [10:18<00:00,  2.29it/s]
Epoch 0: |          | 1418/? [10:18<00:00,  2.29it/s]
Epoch 0: |          | 1418/? [10:18<00:00,  2.29it/s]
Epoch 0: |          | 1419/? [10:18<00:00,  2.29it/s]
Epoch 0: |          | 1419/? [10:18<00:00,  2.29it/s]
Epoch 0: |          | 1420/? [10:19<00:00,  2.29it/s]
Epoch 0: |          | 1420/? [10:19<00:00,  2.29it/s]
Epoch 0: |          | 1421/? [10:19<00:00,  2.29it/s]
Epoch 0: |          | 1421/? [10:19<00:00,  2.29it/s]
Epoch 0: |          | 1422/? [10:19<00:00,  2.29it/s]
Epoch 0: |          | 1422/? [10:19<00:00,  2.29it/s]
Epoch 0: |          | 1423/? [10:20<00:00,  2.29it/s]
Epoch 0: |          | 1423/? [10:20<00:00,  2.29it/s]
Epoch 0: |          | 1424/? [10:20<00:00,  2.29it/s]
Epoch 0: |          | 1424/? [10:20<00:00,  2.29it/s]
Epoch 0: |          | 1425/? [10:21<00:00,  2.29it/s]
Epoch 0: |          | 1425/? [10:21<00:00,  2.29it/s]
Epoch 0: |          | 1426/? [10:21<00:00,  2.29it/s]
Epoch 0: |          | 1426/? [10:21<00:00,  2.29it/s]
Epoch 0: |          | 1427/? [10:21<00:00,  2.29it/s]
Epoch 0: |          | 1427/? [10:21<00:00,  2.29it/s]
Epoch 0: |          | 1428/? [10:22<00:00,  2.29it/s]
Epoch 0: |          | 1428/? [10:22<00:00,  2.29it/s]
Epoch 0: |          | 1429/? [10:22<00:00,  2.29it/s]
Epoch 0: |          | 1429/? [10:22<00:00,  2.29it/s]
Epoch 0: |          | 1430/? [10:23<00:00,  2.30it/s]
Epoch 0: |          | 1430/? [10:23<00:00,  2.30it/s]
Epoch 0: |          | 1431/? [10:23<00:00,  2.30it/s]
Epoch 0: |          | 1431/? [10:23<00:00,  2.30it/s]
Epoch 0: |          | 1432/? [10:23<00:00,  2.30it/s]
Epoch 0: |          | 1432/? [10:23<00:00,  2.30it/s]
Epoch 0: |          | 1433/? [10:24<00:00,  2.30it/s]
Epoch 0: |          | 1433/? [10:24<00:00,  2.30it/s]
Epoch 0: |          | 1434/? [10:24<00:00,  2.30it/s]
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Epoch 0: |          | 1435/? [10:25<00:00,  2.30it/s]
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Epoch 0: |          | 1436/? [10:25<00:00,  2.30it/s]
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Epoch 0: |          | 1437/? [10:25<00:00,  2.30it/s]
Epoch 0: |          | 1437/? [10:25<00:00,  2.30it/s]
Epoch 0: |          | 1438/? [10:26<00:00,  2.30it/s]
Epoch 0: |          | 1438/? [10:26<00:00,  2.30it/s]
Epoch 0: |          | 1439/? [10:26<00:00,  2.30it/s]
Epoch 0: |          | 1439/? [10:26<00:00,  2.30it/s]
Epoch 0: |          | 1440/? [10:26<00:00,  2.30it/s]
Epoch 0: |          | 1440/? [10:26<00:00,  2.30it/s]
Epoch 0: |          | 1441/? [10:27<00:00,  2.30it/s]
Epoch 0: |          | 1441/? [10:27<00:00,  2.30it/s]
Epoch 0: |          | 1442/? [10:27<00:00,  2.30it/s]
Epoch 0: |          | 1442/? [10:27<00:00,  2.30it/s]
Epoch 0: |          | 1443/? [10:28<00:00,  2.30it/s]
Epoch 0: |          | 1443/? [10:28<00:00,  2.30it/s]
Epoch 0: |          | 1444/? [10:28<00:00,  2.30it/s]
Epoch 0: |          | 1444/? [10:28<00:00,  2.30it/s]
Epoch 0: |          | 1445/? [10:28<00:00,  2.30it/s]
Epoch 0: |          | 1445/? [10:28<00:00,  2.30it/s]
Epoch 0: |          | 1446/? [10:29<00:00,  2.30it/s]
Epoch 0: |          | 1446/? [10:29<00:00,  2.30it/s]
Epoch 0: |          | 1447/? [10:29<00:00,  2.30it/s]
Epoch 0: |          | 1447/? [10:29<00:00,  2.30it/s]
Epoch 0: |          | 1448/? [10:30<00:00,  2.30it/s]
Epoch 0: |          | 1448/? [10:30<00:00,  2.30it/s]
Epoch 0: |          | 1449/? [10:30<00:00,  2.30it/s]
Epoch 0: |          | 1449/? [10:30<00:00,  2.30it/s]
Epoch 0: |          | 1450/? [10:30<00:00,  2.30it/s]
Epoch 0: |          | 1450/? [10:30<00:00,  2.30it/s]
Epoch 0: |          | 1451/? [10:31<00:00,  2.30it/s]
Epoch 0: |          | 1451/? [10:31<00:00,  2.30it/s]
Epoch 0: |          | 1452/? [10:31<00:00,  2.30it/s]
Epoch 0: |          | 1452/? [10:31<00:00,  2.30it/s]
Epoch 0: |          | 1453/? [10:32<00:00,  2.30it/s]
Epoch 0: |          | 1453/? [10:32<00:00,  2.30it/s]
Epoch 0: |          | 1454/? [10:32<00:00,  2.30it/s]
Epoch 0: |          | 1454/? [10:32<00:00,  2.30it/s]
Epoch 0: |          | 1455/? [10:32<00:00,  2.30it/s]
Epoch 0: |          | 1455/? [10:32<00:00,  2.30it/s]
Epoch 0: |          | 1456/? [10:33<00:00,  2.30it/s]
Epoch 0: |          | 1456/? [10:33<00:00,  2.30it/s]
Epoch 0: |          | 1457/? [10:33<00:00,  2.30it/s]
Epoch 0: |          | 1457/? [10:33<00:00,  2.30it/s]
Epoch 0: |          | 1458/? [10:33<00:00,  2.30it/s]
Epoch 0: |          | 1458/? [10:33<00:00,  2.30it/s]
Epoch 0: |          | 1459/? [10:34<00:00,  2.30it/s]
Epoch 0: |          | 1459/? [10:34<00:00,  2.30it/s]
Epoch 0: |          | 1460/? [10:34<00:00,  2.30it/s]
Epoch 0: |          | 1460/? [10:34<00:00,  2.30it/s]
Epoch 0: |          | 1461/? [10:35<00:00,  2.30it/s]
Epoch 0: |          | 1461/? [10:35<00:00,  2.30it/s]
Epoch 0: |          | 1462/? [10:35<00:00,  2.30it/s]
Epoch 0: |          | 1462/? [10:35<00:00,  2.30it/s]
Epoch 0: |          | 1463/? [10:35<00:00,  2.30it/s]
Epoch 0: |          | 1463/? [10:35<00:00,  2.30it/s]
Epoch 0: |          | 1464/? [10:36<00:00,  2.30it/s]
Epoch 0: |          | 1464/? [10:36<00:00,  2.30it/s]
Epoch 0: |          | 1465/? [10:36<00:00,  2.30it/s]
Epoch 0: |          | 1465/? [10:36<00:00,  2.30it/s]
Epoch 0: |          | 1466/? [10:37<00:00,  2.30it/s]
Epoch 0: |          | 1466/? [10:37<00:00,  2.30it/s]
Epoch 0: |          | 1467/? [10:37<00:00,  2.30it/s]
Epoch 0: |          | 1467/? [10:37<00:00,  2.30it/s]
Epoch 0: |          | 1468/? [10:37<00:00,  2.30it/s]
Epoch 0: |          | 1468/? [10:37<00:00,  2.30it/s]
Epoch 0: |          | 1469/? [10:38<00:00,  2.30it/s]
Epoch 0: |          | 1469/? [10:38<00:00,  2.30it/s]
Epoch 0: |          | 1470/? [10:38<00:00,  2.30it/s]
Epoch 0: |          | 1470/? [10:38<00:00,  2.30it/s]
Epoch 0: |          | 1471/? [10:39<00:00,  2.30it/s]
Epoch 0: |          | 1471/? [10:39<00:00,  2.30it/s]
Epoch 0: |          | 1472/? [10:39<00:00,  2.30it/s]
Epoch 0: |          | 1472/? [10:39<00:00,  2.30it/s]
Epoch 0: |          | 1473/? [10:39<00:00,  2.30it/s]
Epoch 0: |          | 1473/? [10:39<00:00,  2.30it/s]
Epoch 0: |          | 1474/? [10:40<00:00,  2.30it/s]
Epoch 0: |          | 1474/? [10:40<00:00,  2.30it/s]
Epoch 0: |          | 1475/? [10:40<00:00,  2.30it/s]
Epoch 0: |          | 1475/? [10:40<00:00,  2.30it/s]
Epoch 0: |          | 1476/? [10:41<00:00,  2.30it/s]
Epoch 0: |          | 1476/? [10:41<00:00,  2.30it/s]
Epoch 0: |          | 1477/? [10:41<00:00,  2.30it/s]
Epoch 0: |          | 1477/? [10:41<00:00,  2.30it/s]
Epoch 0: |          | 1478/? [10:41<00:00,  2.30it/s]
Epoch 0: |          | 1478/? [10:41<00:00,  2.30it/s]
Epoch 0: |          | 1479/? [10:42<00:00,  2.30it/s]
Epoch 0: |          | 1479/? [10:42<00:00,  2.30it/s]
Epoch 0: |          | 1480/? [10:42<00:00,  2.30it/s]
Epoch 0: |          | 1480/? [10:42<00:00,  2.30it/s]
Epoch 0: |          | 1481/? [10:42<00:00,  2.30it/s]
Epoch 0: |          | 1481/? [10:42<00:00,  2.30it/s]
Epoch 0: |          | 1482/? [10:43<00:00,  2.30it/s]
Epoch 0: |          | 1482/? [10:43<00:00,  2.30it/s]
Epoch 0: |          | 1483/? [10:43<00:00,  2.30it/s]
Epoch 0: |          | 1483/? [10:43<00:00,  2.30it/s]
Epoch 0: |          | 1484/? [10:44<00:00,  2.30it/s]
Epoch 0: |          | 1484/? [10:44<00:00,  2.30it/s]
Epoch 0: |          | 1485/? [10:44<00:00,  2.30it/s]
Epoch 0: |          | 1485/? [10:44<00:00,  2.30it/s]
Epoch 0: |          | 1486/? [10:44<00:00,  2.30it/s]
Epoch 0: |          | 1486/? [10:44<00:00,  2.30it/s]
Epoch 0: |          | 1487/? [10:45<00:00,  2.30it/s]
Epoch 0: |          | 1487/? [10:45<00:00,  2.30it/s]
Epoch 0: |          | 1488/? [10:45<00:00,  2.30it/s]
Epoch 0: |          | 1488/? [10:45<00:00,  2.30it/s]
Epoch 0: |          | 1489/? [10:46<00:00,  2.30it/s]
Epoch 0: |          | 1489/? [10:46<00:00,  2.30it/s]
Epoch 0: |          | 1490/? [10:46<00:00,  2.30it/s]
Epoch 0: |          | 1490/? [10:46<00:00,  2.30it/s]
Epoch 0: |          | 1491/? [10:46<00:00,  2.31it/s]
Epoch 0: |          | 1491/? [10:46<00:00,  2.31it/s]
Epoch 0: |          | 1492/? [10:47<00:00,  2.31it/s]
Epoch 0: |          | 1492/? [10:47<00:00,  2.31it/s]
Epoch 0: |          | 1493/? [10:47<00:00,  2.31it/s]
Epoch 0: |          | 1493/? [10:47<00:00,  2.31it/s]
Epoch 0: |          | 1494/? [10:48<00:00,  2.31it/s]
Epoch 0: |          | 1494/? [10:48<00:00,  2.31it/s]
Epoch 0: |          | 1495/? [10:48<00:00,  2.31it/s]
Epoch 0: |          | 1495/? [10:48<00:00,  2.31it/s]
Epoch 0: |          | 1496/? [10:48<00:00,  2.31it/s]
Epoch 0: |          | 1496/? [10:48<00:00,  2.31it/s]
Epoch 0: |          | 1497/? [10:49<00:00,  2.31it/s]
Epoch 0: |          | 1497/? [10:49<00:00,  2.31it/s]
Epoch 0: |          | 1498/? [10:49<00:00,  2.31it/s]
Epoch 0: |          | 1498/? [10:49<00:00,  2.31it/s]
Epoch 0: |          | 1499/? [10:49<00:00,  2.31it/s]
Epoch 0: |          | 1499/? [10:49<00:00,  2.31it/s]
Epoch 0: |          | 1500/? [10:50<00:00,  2.31it/s]
Epoch 0: |          | 1500/? [10:50<00:00,  2.31it/s]
Epoch 0: |          | 1501/? [10:50<00:00,  2.31it/s]
Epoch 0: |          | 1501/? [10:50<00:00,  2.31it/s]
Epoch 0: |          | 1502/? [10:51<00:00,  2.31it/s]
Epoch 0: |          | 1502/? [10:51<00:00,  2.31it/s]
Epoch 0: |          | 1503/? [10:51<00:00,  2.31it/s]
Epoch 0: |          | 1503/? [10:51<00:00,  2.31it/s]
Epoch 0: |          | 1504/? [10:51<00:00,  2.31it/s]
Epoch 0: |          | 1504/? [10:51<00:00,  2.31it/s]
Epoch 0: |          | 1505/? [10:52<00:00,  2.31it/s]
Epoch 0: |          | 1505/? [10:52<00:00,  2.31it/s]
Epoch 0: |          | 1506/? [10:52<00:00,  2.31it/s]
Epoch 0: |          | 1506/? [10:52<00:00,  2.31it/s]
Epoch 0: |          | 1507/? [10:53<00:00,  2.31it/s]
Epoch 0: |          | 1507/? [10:53<00:00,  2.31it/s]
Epoch 0: |          | 1508/? [10:53<00:00,  2.31it/s]
Epoch 0: |          | 1508/? [10:53<00:00,  2.31it/s]
Epoch 0: |          | 1509/? [10:53<00:00,  2.31it/s]
Epoch 0: |          | 1509/? [10:53<00:00,  2.31it/s]
Epoch 0: |          | 1510/? [10:54<00:00,  2.31it/s]
Epoch 0: |          | 1510/? [10:54<00:00,  2.31it/s]
Epoch 0: |          | 1511/? [10:54<00:00,  2.31it/s]
Epoch 0: |          | 1511/? [10:54<00:00,  2.31it/s]
Epoch 0: |          | 1512/? [10:54<00:00,  2.31it/s]
Epoch 0: |          | 1512/? [10:54<00:00,  2.31it/s]
Epoch 0: |          | 1513/? [10:55<00:00,  2.31it/s]
Epoch 0: |          | 1513/? [10:55<00:00,  2.31it/s]
Epoch 0: |          | 1514/? [10:55<00:00,  2.31it/s]
Epoch 0: |          | 1514/? [10:55<00:00,  2.31it/s]
Epoch 0: |          | 1515/? [10:56<00:00,  2.31it/s]
Epoch 0: |          | 1515/? [10:56<00:00,  2.31it/s]
Epoch 0: |          | 1516/? [10:56<00:00,  2.31it/s]
Epoch 0: |          | 1516/? [10:56<00:00,  2.31it/s]
Epoch 0: |          | 1517/? [10:56<00:00,  2.31it/s]
Epoch 0: |          | 1517/? [10:56<00:00,  2.31it/s]
Epoch 0: |          | 1518/? [10:57<00:00,  2.31it/s]
Epoch 0: |          | 1518/? [10:57<00:00,  2.31it/s]
Epoch 0: |          | 1519/? [10:57<00:00,  2.31it/s]
Epoch 0: |          | 1519/? [10:57<00:00,  2.31it/s]
Epoch 0: |          | 1520/? [10:58<00:00,  2.31it/s]
Epoch 0: |          | 1520/? [10:58<00:00,  2.31it/s]
Epoch 0: |          | 1521/? [10:58<00:00,  2.31it/s]
Epoch 0: |          | 1521/? [10:58<00:00,  2.31it/s]
Epoch 0: |          | 1522/? [10:58<00:00,  2.31it/s]
Epoch 0: |          | 1522/? [10:58<00:00,  2.31it/s]
Epoch 0: |          | 1523/? [10:59<00:00,  2.31it/s]
Epoch 0: |          | 1523/? [10:59<00:00,  2.31it/s]
Epoch 0: |          | 1524/? [10:59<00:00,  2.31it/s]
Epoch 0: |          | 1524/? [10:59<00:00,  2.31it/s]
Epoch 0: |          | 1525/? [11:00<00:00,  2.31it/s]
Epoch 0: |          | 1525/? [11:00<00:00,  2.31it/s]
Epoch 0: |          | 1526/? [11:00<00:00,  2.31it/s]
Epoch 0: |          | 1526/? [11:00<00:00,  2.31it/s]
Epoch 0: |          | 1527/? [11:00<00:00,  2.31it/s]
Epoch 0: |          | 1527/? [11:00<00:00,  2.31it/s]
Epoch 0: |          | 1528/? [11:01<00:00,  2.31it/s]
Epoch 0: |          | 1528/? [11:01<00:00,  2.31it/s]
Epoch 0: |          | 1529/? [11:01<00:00,  2.31it/s]
Epoch 0: |          | 1529/? [11:01<00:00,  2.31it/s]
Epoch 0: |          | 1530/? [11:01<00:00,  2.31it/s]
Epoch 0: |          | 1530/? [11:01<00:00,  2.31it/s]
Epoch 0: |          | 1531/? [11:02<00:00,  2.31it/s]
Epoch 0: |          | 1531/? [11:02<00:00,  2.31it/s]
Epoch 0: |          | 1532/? [11:02<00:00,  2.31it/s]
Epoch 0: |          | 1532/? [11:02<00:00,  2.31it/s]
Epoch 0: |          | 1533/? [11:03<00:00,  2.31it/s]
Epoch 0: |          | 1533/? [11:03<00:00,  2.31it/s]
Epoch 0: |          | 1534/? [11:03<00:00,  2.31it/s]
Epoch 0: |          | 1534/? [11:03<00:00,  2.31it/s]
Epoch 0: |          | 1535/? [11:03<00:00,  2.31it/s]
Epoch 0: |          | 1535/? [11:03<00:00,  2.31it/s]
Epoch 0: |          | 1536/? [11:04<00:00,  2.31it/s]
Epoch 0: |          | 1536/? [11:04<00:00,  2.31it/s]
Epoch 0: |          | 1537/? [11:04<00:00,  2.31it/s]
Epoch 0: |          | 1537/? [11:04<00:00,  2.31it/s]
Epoch 0: |          | 1538/? [11:05<00:00,  2.31it/s]
Epoch 0: |          | 1538/? [11:05<00:00,  2.31it/s]
Epoch 0: |          | 1539/? [11:05<00:00,  2.31it/s]
Epoch 0: |          | 1539/? [11:05<00:00,  2.31it/s]
Epoch 0: |          | 1540/? [11:05<00:00,  2.31it/s]
Epoch 0: |          | 1540/? [11:05<00:00,  2.31it/s]
Epoch 0: |          | 1541/? [11:06<00:00,  2.31it/s]
Epoch 0: |          | 1541/? [11:06<00:00,  2.31it/s]
Epoch 0: |          | 1542/? [11:06<00:00,  2.31it/s]
Epoch 0: |          | 1542/? [11:06<00:00,  2.31it/s]
Epoch 0: |          | 1543/? [11:06<00:00,  2.31it/s]
Epoch 0: |          | 1543/? [11:06<00:00,  2.31it/s]
Epoch 0: |          | 1544/? [11:07<00:00,  2.31it/s]
Epoch 0: |          | 1544/? [11:07<00:00,  2.31it/s]
Epoch 0: |          | 1545/? [11:07<00:00,  2.31it/s]
Epoch 0: |          | 1545/? [11:07<00:00,  2.31it/s]
Epoch 0: |          | 1546/? [11:08<00:00,  2.31it/s]
Epoch 0: |          | 1546/? [11:08<00:00,  2.31it/s]
Epoch 0: |          | 1547/? [11:08<00:00,  2.31it/s]
Epoch 0: |          | 1547/? [11:08<00:00,  2.31it/s]
Epoch 0: |          | 1548/? [11:08<00:00,  2.31it/s]
Epoch 0: |          | 1548/? [11:08<00:00,  2.31it/s]
Epoch 0: |          | 1549/? [11:09<00:00,  2.31it/s]
Epoch 0: |          | 1549/? [11:09<00:00,  2.31it/s]
Epoch 0: |          | 1550/? [11:09<00:00,  2.31it/s]
Epoch 0: |          | 1550/? [11:09<00:00,  2.31it/s]
Epoch 0: |          | 1551/? [11:10<00:00,  2.31it/s]
Epoch 0: |          | 1551/? [11:10<00:00,  2.31it/s]
Epoch 0: |          | 1552/? [11:10<00:00,  2.31it/s]
Epoch 0: |          | 1552/? [11:10<00:00,  2.31it/s]
Epoch 0: |          | 1553/? [11:10<00:00,  2.31it/s]
Epoch 0: |          | 1553/? [11:10<00:00,  2.31it/s]
Epoch 0: |          | 1554/? [11:11<00:00,  2.32it/s]
Epoch 0: |          | 1554/? [11:11<00:00,  2.32it/s]
Epoch 0: |          | 1555/? [11:11<00:00,  2.32it/s]
Epoch 0: |          | 1555/? [11:11<00:00,  2.32it/s]
Epoch 0: |          | 1556/? [11:12<00:00,  2.32it/s]
Epoch 0: |          | 1556/? [11:12<00:00,  2.32it/s]
Epoch 0: |          | 1557/? [11:12<00:00,  2.32it/s]
Epoch 0: |          | 1557/? [11:12<00:00,  2.32it/s]
Epoch 0: |          | 1558/? [11:12<00:00,  2.32it/s]
Epoch 0: |          | 1558/? [11:12<00:00,  2.32it/s]
Epoch 0: |          | 1559/? [11:13<00:00,  2.32it/s]
Epoch 0: |          | 1559/? [11:13<00:00,  2.32it/s]
Epoch 0: |          | 1560/? [11:13<00:00,  2.32it/s]
Epoch 0: |          | 1560/? [11:13<00:00,  2.32it/s]
Epoch 0: |          | 1561/? [11:13<00:00,  2.32it/s]
Epoch 0: |          | 1561/? [11:13<00:00,  2.32it/s]
Epoch 0: |          | 1562/? [11:14<00:00,  2.32it/s]
Epoch 0: |          | 1562/? [11:14<00:00,  2.32it/s]
Epoch 0: |          | 1563/? [11:14<00:00,  2.32it/s]
Epoch 0: |          | 1563/? [11:14<00:00,  2.32it/s]
Epoch 0: |          | 1564/? [11:15<00:00,  2.32it/s]
Epoch 0: |          | 1564/? [11:15<00:00,  2.32it/s]
Epoch 0: |          | 1565/? [11:15<00:00,  2.32it/s]
Epoch 0: |          | 1565/? [11:15<00:00,  2.32it/s]
Epoch 0: |          | 1566/? [11:15<00:00,  2.32it/s]
Epoch 0: |          | 1566/? [11:15<00:00,  2.32it/s]
Epoch 0: |          | 1567/? [11:16<00:00,  2.32it/s]
Epoch 0: |          | 1567/? [11:16<00:00,  2.32it/s]
Epoch 0: |          | 1568/? [11:16<00:00,  2.32it/s]
Epoch 0: |          | 1568/? [11:16<00:00,  2.32it/s]
Epoch 0: |          | 1569/? [11:17<00:00,  2.32it/s]
Epoch 0: |          | 1569/? [11:17<00:00,  2.32it/s]
Epoch 0: |          | 1570/? [11:17<00:00,  2.32it/s]
Epoch 0: |          | 1570/? [11:17<00:00,  2.32it/s]
Epoch 0: |          | 1571/? [11:17<00:00,  2.32it/s]
Epoch 0: |          | 1571/? [11:17<00:00,  2.32it/s]
Epoch 0: |          | 1572/? [11:18<00:00,  2.32it/s]
Epoch 0: |          | 1572/? [11:18<00:00,  2.32it/s]
Epoch 0: |          | 1573/? [11:18<00:00,  2.32it/s]
Epoch 0: |          | 1573/? [11:18<00:00,  2.32it/s]
Epoch 0: |          | 1574/? [11:18<00:00,  2.32it/s]
Epoch 0: |          | 1574/? [11:18<00:00,  2.32it/s]
Epoch 0: |          | 1575/? [11:19<00:00,  2.32it/s]
Epoch 0: |          | 1575/? [11:19<00:00,  2.32it/s]
Epoch 0: |          | 1576/? [11:19<00:00,  2.32it/s]
Epoch 0: |          | 1576/? [11:19<00:00,  2.32it/s]
Epoch 0: |          | 1577/? [11:20<00:00,  2.32it/s]
Epoch 0: |          | 1577/? [11:20<00:00,  2.32it/s]
Epoch 0: |          | 1578/? [11:20<00:00,  2.32it/s]
Epoch 0: |          | 1578/? [11:20<00:00,  2.32it/s]
Epoch 0: |          | 1579/? [11:20<00:00,  2.32it/s]
Epoch 0: |          | 1579/? [11:20<00:00,  2.32it/s]
Epoch 0: |          | 1580/? [11:21<00:00,  2.32it/s]
Epoch 0: |          | 1580/? [11:21<00:00,  2.32it/s]
Epoch 0: |          | 1581/? [11:21<00:00,  2.32it/s]
Epoch 0: |          | 1581/? [11:21<00:00,  2.32it/s]
Epoch 0: |          | 1582/? [11:22<00:00,  2.32it/s]
Epoch 0: |          | 1582/? [11:22<00:00,  2.32it/s]
Epoch 0: |          | 1583/? [11:22<00:00,  2.32it/s]
Epoch 0: |          | 1583/? [11:22<00:00,  2.32it/s]
Epoch 0: |          | 1584/? [11:22<00:00,  2.32it/s]
Epoch 0: |          | 1584/? [11:22<00:00,  2.32it/s]
Epoch 0: |          | 1585/? [11:23<00:00,  2.32it/s]
Epoch 0: |          | 1585/? [11:23<00:00,  2.32it/s]
Epoch 0: |          | 1586/? [11:23<00:00,  2.32it/s]
Epoch 0: |          | 1586/? [11:23<00:00,  2.32it/s]
Epoch 0: |          | 1587/? [11:24<00:00,  2.32it/s]
Epoch 0: |          | 1587/? [11:24<00:00,  2.32it/s]
Epoch 0: |          | 1588/? [11:24<00:00,  2.32it/s]
Epoch 0: |          | 1588/? [11:24<00:00,  2.32it/s]
Epoch 0: |          | 1589/? [11:24<00:00,  2.32it/s]
Epoch 0: |          | 1589/? [11:24<00:00,  2.32it/s]
Epoch 0: |          | 1590/? [11:25<00:00,  2.32it/s]
Epoch 0: |          | 1590/? [11:25<00:00,  2.32it/s]
Epoch 0: |          | 1591/? [11:25<00:00,  2.32it/s]
Epoch 0: |          | 1591/? [11:25<00:00,  2.32it/s]
Epoch 0: |          | 1592/? [11:25<00:00,  2.32it/s]
Epoch 0: |          | 1592/? [11:25<00:00,  2.32it/s]
Epoch 0: |          | 1593/? [11:26<00:00,  2.32it/s]
Epoch 0: |          | 1593/? [11:26<00:00,  2.32it/s]
Epoch 0: |          | 1594/? [11:26<00:00,  2.32it/s]
Epoch 0: |          | 1594/? [11:26<00:00,  2.32it/s]
Epoch 0: |          | 1595/? [11:27<00:00,  2.32it/s]
Epoch 0: |          | 1595/? [11:27<00:00,  2.32it/s]
Epoch 0: |          | 1596/? [11:27<00:00,  2.32it/s]
Epoch 0: |          | 1596/? [11:27<00:00,  2.32it/s]
Epoch 0: |          | 1597/? [11:27<00:00,  2.32it/s]
Epoch 0: |          | 1597/? [11:27<00:00,  2.32it/s]
Epoch 0: |          | 1598/? [11:28<00:00,  2.32it/s]
Epoch 0: |          | 1598/? [11:28<00:00,  2.32it/s]
Epoch 0: |          | 1599/? [11:28<00:00,  2.32it/s]
Epoch 0: |          | 1599/? [11:28<00:00,  2.32it/s]
Epoch 0: |          | 1600/? [11:29<00:00,  2.32it/s]
Epoch 0: |          | 1600/? [11:29<00:00,  2.32it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.92it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  7.41it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.52it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.44it/s]

Epoch 0: |          | 1600/? [11:29<00:00,  2.32it/s]
Epoch 0: |          | 1601/? [11:30<00:00,  2.32it/s]
Epoch 0: |          | 1601/? [11:30<00:00,  2.32it/s]
Epoch 0: |          | 1602/? [11:30<00:00,  2.32it/s]
Epoch 0: |          | 1602/? [11:30<00:00,  2.32it/s]
Epoch 0: |          | 1603/? [11:30<00:00,  2.32it/s]
Epoch 0: |          | 1603/? [11:30<00:00,  2.32it/s]
Epoch 0: |          | 1604/? [11:31<00:00,  2.32it/s]
Epoch 0: |          | 1604/? [11:31<00:00,  2.32it/s]
Epoch 0: |          | 1605/? [11:31<00:00,  2.32it/s]
Epoch 0: |          | 1605/? [11:31<00:00,  2.32it/s]
Epoch 0: |          | 1606/? [11:31<00:00,  2.32it/s]
Epoch 0: |          | 1606/? [11:31<00:00,  2.32it/s]
Epoch 0: |          | 1607/? [11:32<00:00,  2.32it/s]
Epoch 0: |          | 1607/? [11:32<00:00,  2.32it/s]
Epoch 0: |          | 1608/? [11:32<00:00,  2.32it/s]
Epoch 0: |          | 1608/? [11:32<00:00,  2.32it/s]
Epoch 0: |          | 1609/? [11:33<00:00,  2.32it/s]
Epoch 0: |          | 1609/? [11:33<00:00,  2.32it/s]
Epoch 0: |          | 1610/? [11:33<00:00,  2.32it/s]
Epoch 0: |          | 1610/? [11:33<00:00,  2.32it/s]
Epoch 0: |          | 1611/? [11:33<00:00,  2.32it/s]
Epoch 0: |          | 1611/? [11:33<00:00,  2.32it/s]
Epoch 0: |          | 1612/? [11:34<00:00,  2.32it/s]
Epoch 0: |          | 1612/? [11:34<00:00,  2.32it/s]
Epoch 0: |          | 1613/? [11:34<00:00,  2.32it/s]
Epoch 0: |          | 1613/? [11:34<00:00,  2.32it/s]
Epoch 0: |          | 1614/? [11:34<00:00,  2.32it/s]
Epoch 0: |          | 1614/? [11:34<00:00,  2.32it/s]
Epoch 0: |          | 1615/? [11:35<00:00,  2.32it/s]
Epoch 0: |          | 1615/? [11:35<00:00,  2.32it/s]
Epoch 0: |          | 1616/? [11:35<00:00,  2.32it/s]
Epoch 0: |          | 1616/? [11:35<00:00,  2.32it/s]
Epoch 0: |          | 1617/? [11:36<00:00,  2.32it/s]
Epoch 0: |          | 1617/? [11:36<00:00,  2.32it/s]
Epoch 0: |          | 1618/? [11:36<00:00,  2.32it/s]
Epoch 0: |          | 1618/? [11:36<00:00,  2.32it/s]
Epoch 0: |          | 1619/? [11:36<00:00,  2.32it/s]
Epoch 0: |          | 1619/? [11:36<00:00,  2.32it/s]
Epoch 0: |          | 1620/? [11:37<00:00,  2.32it/s]
Epoch 0: |          | 1620/? [11:37<00:00,  2.32it/s]
Epoch 0: |          | 1621/? [11:37<00:00,  2.32it/s]
Epoch 0: |          | 1621/? [11:37<00:00,  2.32it/s]
Epoch 0: |          | 1622/? [11:38<00:00,  2.32it/s]
Epoch 0: |          | 1622/? [11:38<00:00,  2.32it/s]
Epoch 0: |          | 1623/? [11:38<00:00,  2.32it/s]
Epoch 0: |          | 1623/? [11:38<00:00,  2.32it/s]
Epoch 0: |          | 1624/? [11:38<00:00,  2.32it/s]
Epoch 0: |          | 1624/? [11:38<00:00,  2.32it/s]
Epoch 0: |          | 1625/? [11:39<00:00,  2.32it/s]
Epoch 0: |          | 1625/? [11:39<00:00,  2.32it/s]
Epoch 0: |          | 1626/? [11:39<00:00,  2.32it/s]
Epoch 0: |          | 1626/? [11:39<00:00,  2.32it/s]
Epoch 0: |          | 1627/? [11:40<00:00,  2.32it/s]
Epoch 0: |          | 1627/? [11:40<00:00,  2.32it/s]
Epoch 0: |          | 1628/? [11:40<00:00,  2.32it/s]
Epoch 0: |          | 1628/? [11:40<00:00,  2.32it/s]
Epoch 0: |          | 1629/? [11:40<00:00,  2.32it/s]
Epoch 0: |          | 1629/? [11:40<00:00,  2.32it/s]
Epoch 0: |          | 1630/? [11:41<00:00,  2.32it/s]
Epoch 0: |          | 1630/? [11:41<00:00,  2.32it/s]
Epoch 0: |          | 1631/? [11:41<00:00,  2.32it/s]
Epoch 0: |          | 1631/? [11:41<00:00,  2.32it/s]
Epoch 0: |          | 1632/? [11:41<00:00,  2.32it/s]
Epoch 0: |          | 1632/? [11:41<00:00,  2.32it/s]
Epoch 0: |          | 1633/? [11:42<00:00,  2.33it/s]
Epoch 0: |          | 1633/? [11:42<00:00,  2.33it/s]
Epoch 0: |          | 1634/? [11:42<00:00,  2.33it/s]
Epoch 0: |          | 1634/? [11:42<00:00,  2.33it/s]
Epoch 0: |          | 1635/? [11:43<00:00,  2.33it/s]
Epoch 0: |          | 1635/? [11:43<00:00,  2.33it/s]
Epoch 0: |          | 1636/? [11:43<00:00,  2.33it/s]
Epoch 0: |          | 1636/? [11:43<00:00,  2.33it/s]
Epoch 0: |          | 1637/? [11:43<00:00,  2.33it/s]
Epoch 0: |          | 1637/? [11:43<00:00,  2.33it/s]
Epoch 0: |          | 1638/? [11:44<00:00,  2.33it/s]
Epoch 0: |          | 1638/? [11:44<00:00,  2.33it/s]
Epoch 0: |          | 1639/? [11:44<00:00,  2.33it/s]
Epoch 0: |          | 1639/? [11:44<00:00,  2.33it/s]
Epoch 0: |          | 1640/? [11:45<00:00,  2.33it/s]
Epoch 0: |          | 1640/? [11:45<00:00,  2.33it/s]
Epoch 0: |          | 1641/? [11:45<00:00,  2.33it/s]
Epoch 0: |          | 1641/? [11:45<00:00,  2.33it/s]
Epoch 0: |          | 1642/? [11:45<00:00,  2.33it/s]
Epoch 0: |          | 1642/? [11:45<00:00,  2.33it/s]
Epoch 0: |          | 1643/? [11:46<00:00,  2.33it/s]
Epoch 0: |          | 1643/? [11:46<00:00,  2.33it/s]
Epoch 0: |          | 1644/? [11:46<00:00,  2.33it/s]
Epoch 0: |          | 1644/? [11:46<00:00,  2.33it/s]
Epoch 0: |          | 1645/? [11:46<00:00,  2.33it/s]
Epoch 0: |          | 1645/? [11:46<00:00,  2.33it/s]
Epoch 0: |          | 1646/? [11:47<00:00,  2.33it/s]
Epoch 0: |          | 1646/? [11:47<00:00,  2.33it/s]
Epoch 0: |          | 1647/? [11:47<00:00,  2.33it/s]
Epoch 0: |          | 1647/? [11:47<00:00,  2.33it/s]
Epoch 0: |          | 1648/? [11:48<00:00,  2.33it/s]
Epoch 0: |          | 1648/? [11:48<00:00,  2.33it/s]
Epoch 0: |          | 1649/? [11:48<00:00,  2.33it/s]
Epoch 0: |          | 1649/? [11:48<00:00,  2.33it/s]
Epoch 0: |          | 1650/? [11:48<00:00,  2.33it/s]
Epoch 0: |          | 1650/? [11:48<00:00,  2.33it/s]
Epoch 0: |          | 1651/? [11:49<00:00,  2.33it/s]
Epoch 0: |          | 1651/? [11:49<00:00,  2.33it/s]
Epoch 0: |          | 1652/? [11:49<00:00,  2.33it/s]
Epoch 0: |          | 1652/? [11:49<00:00,  2.33it/s]
Epoch 0: |          | 1653/? [11:50<00:00,  2.33it/s]
Epoch 0: |          | 1653/? [11:50<00:00,  2.33it/s]
Epoch 0: |          | 1654/? [11:50<00:00,  2.33it/s]
Epoch 0: |          | 1654/? [11:50<00:00,  2.33it/s]
Epoch 0: |          | 1655/? [11:50<00:00,  2.33it/s]
Epoch 0: |          | 1655/? [11:50<00:00,  2.33it/s]
Epoch 0: |          | 1656/? [11:51<00:00,  2.33it/s]
Epoch 0: |          | 1656/? [11:51<00:00,  2.33it/s]
Epoch 0: |          | 1657/? [11:51<00:00,  2.33it/s]
Epoch 0: |          | 1657/? [11:51<00:00,  2.33it/s]
Epoch 0: |          | 1658/? [11:51<00:00,  2.33it/s]
Epoch 0: |          | 1658/? [11:51<00:00,  2.33it/s]
Epoch 0: |          | 1659/? [11:52<00:00,  2.33it/s]
Epoch 0: |          | 1659/? [11:52<00:00,  2.33it/s]
Epoch 0: |          | 1660/? [11:52<00:00,  2.33it/s]
Epoch 0: |          | 1660/? [11:52<00:00,  2.33it/s]
Epoch 0: |          | 1661/? [11:53<00:00,  2.33it/s]
Epoch 0: |          | 1661/? [11:53<00:00,  2.33it/s]
Epoch 0: |          | 1662/? [11:53<00:00,  2.33it/s]
Epoch 0: |          | 1662/? [11:53<00:00,  2.33it/s]
Epoch 0: |          | 1663/? [11:53<00:00,  2.33it/s]
Epoch 0: |          | 1663/? [11:53<00:00,  2.33it/s]
Epoch 0: |          | 1664/? [11:54<00:00,  2.33it/s]
Epoch 0: |          | 1664/? [11:54<00:00,  2.33it/s]
Epoch 0: |          | 1665/? [11:54<00:00,  2.33it/s]
Epoch 0: |          | 1665/? [11:54<00:00,  2.33it/s]
Epoch 0: |          | 1666/? [11:55<00:00,  2.33it/s]
Epoch 0: |          | 1666/? [11:55<00:00,  2.33it/s]
Epoch 0: |          | 1667/? [11:55<00:00,  2.33it/s]
Epoch 0: |          | 1667/? [11:55<00:00,  2.33it/s]
Epoch 0: |          | 1668/? [11:55<00:00,  2.33it/s]
Epoch 0: |          | 1668/? [11:55<00:00,  2.33it/s]
Epoch 0: |          | 1669/? [11:56<00:00,  2.33it/s]
Epoch 0: |          | 1669/? [11:56<00:00,  2.33it/s]
Epoch 0: |          | 1670/? [11:56<00:00,  2.33it/s]
Epoch 0: |          | 1670/? [11:56<00:00,  2.33it/s]
Epoch 0: |          | 1671/? [11:56<00:00,  2.33it/s]
Epoch 0: |          | 1671/? [11:56<00:00,  2.33it/s]
Epoch 0: |          | 1672/? [11:57<00:00,  2.33it/s]
Epoch 0: |          | 1672/? [11:57<00:00,  2.33it/s]
Epoch 0: |          | 1673/? [11:57<00:00,  2.33it/s]
Epoch 0: |          | 1673/? [11:57<00:00,  2.33it/s]
Epoch 0: |          | 1674/? [11:58<00:00,  2.33it/s]
Epoch 0: |          | 1674/? [11:58<00:00,  2.33it/s]
Epoch 0: |          | 1675/? [11:58<00:00,  2.33it/s]
Epoch 0: |          | 1675/? [11:58<00:00,  2.33it/s]
Epoch 0: |          | 1676/? [11:58<00:00,  2.33it/s]
Epoch 0: |          | 1676/? [11:58<00:00,  2.33it/s]
Epoch 0: |          | 1677/? [11:59<00:00,  2.33it/s]
Epoch 0: |          | 1677/? [11:59<00:00,  2.33it/s]
Epoch 0: |          | 1678/? [11:59<00:00,  2.33it/s]
Epoch 0: |          | 1678/? [11:59<00:00,  2.33it/s]
Epoch 0: |          | 1679/? [12:00<00:00,  2.33it/s]
Epoch 0: |          | 1679/? [12:00<00:00,  2.33it/s]
Epoch 0: |          | 1680/? [12:00<00:00,  2.33it/s]
Epoch 0: |          | 1680/? [12:00<00:00,  2.33it/s]
Epoch 0: |          | 1681/? [12:00<00:00,  2.33it/s]
Epoch 0: |          | 1681/? [12:00<00:00,  2.33it/s]
Epoch 0: |          | 1682/? [12:01<00:00,  2.33it/s]
Epoch 0: |          | 1682/? [12:01<00:00,  2.33it/s]
Epoch 0: |          | 1683/? [12:01<00:00,  2.33it/s]
Epoch 0: |          | 1683/? [12:01<00:00,  2.33it/s]
Epoch 0: |          | 1684/? [12:02<00:00,  2.33it/s]
Epoch 0: |          | 1684/? [12:02<00:00,  2.33it/s]
Epoch 0: |          | 1685/? [12:02<00:00,  2.33it/s]
Epoch 0: |          | 1685/? [12:02<00:00,  2.33it/s]
Epoch 0: |          | 1686/? [12:02<00:00,  2.33it/s]
Epoch 0: |          | 1686/? [12:02<00:00,  2.33it/s]
Epoch 0: |          | 1687/? [12:03<00:00,  2.33it/s]
Epoch 0: |          | 1687/? [12:03<00:00,  2.33it/s]
Epoch 0: |          | 1688/? [12:03<00:00,  2.33it/s]
Epoch 0: |          | 1688/? [12:03<00:00,  2.33it/s]
Epoch 0: |          | 1689/? [12:03<00:00,  2.33it/s]
Epoch 0: |          | 1689/? [12:03<00:00,  2.33it/s]
Epoch 0: |          | 1690/? [12:04<00:00,  2.33it/s]
Epoch 0: |          | 1690/? [12:04<00:00,  2.33it/s]
Epoch 0: |          | 1691/? [12:04<00:00,  2.33it/s]
Epoch 0: |          | 1691/? [12:04<00:00,  2.33it/s]
Epoch 0: |          | 1692/? [12:05<00:00,  2.33it/s]
Epoch 0: |          | 1692/? [12:05<00:00,  2.33it/s]
Epoch 0: |          | 1693/? [12:05<00:00,  2.33it/s]
Epoch 0: |          | 1693/? [12:05<00:00,  2.33it/s]
Epoch 0: |          | 1694/? [12:05<00:00,  2.33it/s]
Epoch 0: |          | 1694/? [12:05<00:00,  2.33it/s]
Epoch 0: |          | 1695/? [12:06<00:00,  2.33it/s]
Epoch 0: |          | 1695/? [12:06<00:00,  2.33it/s]
Epoch 0: |          | 1696/? [12:06<00:00,  2.33it/s]
Epoch 0: |          | 1696/? [12:06<00:00,  2.33it/s]
Epoch 0: |          | 1697/? [12:07<00:00,  2.33it/s]
Epoch 0: |          | 1697/? [12:07<00:00,  2.33it/s]
Epoch 0: |          | 1698/? [12:07<00:00,  2.33it/s]
Epoch 0: |          | 1698/? [12:07<00:00,  2.33it/s]
Epoch 0: |          | 1699/? [12:07<00:00,  2.33it/s]
Epoch 0: |          | 1699/? [12:07<00:00,  2.33it/s]
Epoch 0: |          | 1700/? [12:08<00:00,  2.33it/s]
Epoch 0: |          | 1700/? [12:08<00:00,  2.33it/s]
Epoch 0: |          | 1701/? [12:08<00:00,  2.33it/s]
Epoch 0: |          | 1701/? [12:08<00:00,  2.33it/s]
Epoch 0: |          | 1702/? [12:08<00:00,  2.33it/s]
Epoch 0: |          | 1702/? [12:08<00:00,  2.33it/s]
Epoch 0: |          | 1703/? [12:09<00:00,  2.34it/s]
Epoch 0: |          | 1703/? [12:09<00:00,  2.34it/s]
Epoch 0: |          | 1704/? [12:09<00:00,  2.34it/s]
Epoch 0: |          | 1704/? [12:09<00:00,  2.34it/s]
Epoch 0: |          | 1705/? [12:10<00:00,  2.34it/s]
Epoch 0: |          | 1705/? [12:10<00:00,  2.34it/s]
Epoch 0: |          | 1706/? [12:10<00:00,  2.34it/s]
Epoch 0: |          | 1706/? [12:10<00:00,  2.34it/s]
Epoch 0: |          | 1707/? [12:10<00:00,  2.34it/s]
Epoch 0: |          | 1707/? [12:10<00:00,  2.34it/s]
Epoch 0: |          | 1708/? [12:11<00:00,  2.34it/s]
Epoch 0: |          | 1708/? [12:11<00:00,  2.34it/s]
Epoch 0: |          | 1709/? [12:11<00:00,  2.34it/s]
Epoch 0: |          | 1709/? [12:11<00:00,  2.34it/s]
Epoch 0: |          | 1710/? [12:12<00:00,  2.34it/s]
Epoch 0: |          | 1710/? [12:12<00:00,  2.34it/s]
Epoch 0: |          | 1711/? [12:12<00:00,  2.34it/s]
Epoch 0: |          | 1711/? [12:12<00:00,  2.34it/s]
Epoch 0: |          | 1712/? [12:12<00:00,  2.34it/s]
Epoch 0: |          | 1712/? [12:12<00:00,  2.34it/s]
Epoch 0: |          | 1713/? [12:13<00:00,  2.34it/s]
Epoch 0: |          | 1713/? [12:13<00:00,  2.34it/s]
Epoch 0: |          | 1714/? [12:13<00:00,  2.34it/s]
Epoch 0: |          | 1714/? [12:13<00:00,  2.34it/s]
Epoch 0: |          | 1715/? [12:13<00:00,  2.34it/s]
Epoch 0: |          | 1715/? [12:13<00:00,  2.34it/s]
Epoch 0: |          | 1716/? [12:14<00:00,  2.34it/s]
Epoch 0: |          | 1716/? [12:14<00:00,  2.34it/s]
Epoch 0: |          | 1717/? [12:14<00:00,  2.34it/s]
Epoch 0: |          | 1717/? [12:14<00:00,  2.34it/s]
Epoch 0: |          | 1718/? [12:15<00:00,  2.34it/s]
Epoch 0: |          | 1718/? [12:15<00:00,  2.34it/s]
Epoch 0: |          | 1719/? [12:15<00:00,  2.34it/s]
Epoch 0: |          | 1719/? [12:15<00:00,  2.34it/s]
Epoch 0: |          | 1720/? [12:15<00:00,  2.34it/s]
Epoch 0: |          | 1720/? [12:15<00:00,  2.34it/s]
Epoch 0: |          | 1721/? [12:16<00:00,  2.34it/s]
Epoch 0: |          | 1721/? [12:16<00:00,  2.34it/s]
Epoch 0: |          | 1722/? [12:16<00:00,  2.34it/s]
Epoch 0: |          | 1722/? [12:16<00:00,  2.34it/s]
Epoch 0: |          | 1723/? [12:17<00:00,  2.34it/s]
Epoch 0: |          | 1723/? [12:17<00:00,  2.34it/s]
Epoch 0: |          | 1724/? [12:17<00:00,  2.34it/s]
Epoch 0: |          | 1724/? [12:17<00:00,  2.34it/s]
Epoch 0: |          | 1725/? [12:17<00:00,  2.34it/s]
Epoch 0: |          | 1725/? [12:17<00:00,  2.34it/s]
Epoch 0: |          | 1726/? [12:18<00:00,  2.34it/s]
Epoch 0: |          | 1726/? [12:18<00:00,  2.34it/s]
Epoch 0: |          | 1727/? [12:18<00:00,  2.34it/s]
Epoch 0: |          | 1727/? [12:18<00:00,  2.34it/s]
Epoch 0: |          | 1728/? [12:18<00:00,  2.34it/s]
Epoch 0: |          | 1728/? [12:18<00:00,  2.34it/s]
Epoch 0: |          | 1729/? [12:19<00:00,  2.34it/s]
Epoch 0: |          | 1729/? [12:19<00:00,  2.34it/s]
Epoch 0: |          | 1730/? [12:19<00:00,  2.34it/s]
Epoch 0: |          | 1730/? [12:19<00:00,  2.34it/s]
Epoch 0: |          | 1731/? [12:20<00:00,  2.34it/s]
Epoch 0: |          | 1731/? [12:20<00:00,  2.34it/s]
Epoch 0: |          | 1732/? [12:20<00:00,  2.34it/s]
Epoch 0: |          | 1732/? [12:20<00:00,  2.34it/s]
Epoch 0: |          | 1733/? [12:20<00:00,  2.34it/s]
Epoch 0: |          | 1733/? [12:20<00:00,  2.34it/s]
Epoch 0: |          | 1734/? [12:21<00:00,  2.34it/s]
Epoch 0: |          | 1734/? [12:21<00:00,  2.34it/s]
Epoch 0: |          | 1735/? [12:21<00:00,  2.34it/s]
Epoch 0: |          | 1735/? [12:21<00:00,  2.34it/s]
Epoch 0: |          | 1736/? [12:22<00:00,  2.34it/s]
Epoch 0: |          | 1736/? [12:22<00:00,  2.34it/s]
Epoch 0: |          | 1737/? [12:22<00:00,  2.34it/s]
Epoch 0: |          | 1737/? [12:22<00:00,  2.34it/s]
Epoch 0: |          | 1738/? [12:22<00:00,  2.34it/s]
Epoch 0: |          | 1738/? [12:22<00:00,  2.34it/s]
Epoch 0: |          | 1739/? [12:23<00:00,  2.34it/s]
Epoch 0: |          | 1739/? [12:23<00:00,  2.34it/s]
Epoch 0: |          | 1740/? [12:23<00:00,  2.34it/s]
Epoch 0: |          | 1740/? [12:23<00:00,  2.34it/s]
Epoch 0: |          | 1741/? [12:23<00:00,  2.34it/s]
Epoch 0: |          | 1741/? [12:23<00:00,  2.34it/s]
Epoch 0: |          | 1742/? [12:24<00:00,  2.34it/s]
Epoch 0: |          | 1742/? [12:24<00:00,  2.34it/s]
Epoch 0: |          | 1743/? [12:24<00:00,  2.34it/s]
Epoch 0: |          | 1743/? [12:24<00:00,  2.34it/s]
Epoch 0: |          | 1744/? [12:25<00:00,  2.34it/s]
Epoch 0: |          | 1744/? [12:25<00:00,  2.34it/s]
Epoch 0: |          | 1745/? [12:25<00:00,  2.34it/s]
Epoch 0: |          | 1745/? [12:25<00:00,  2.34it/s]
Epoch 0: |          | 1746/? [12:25<00:00,  2.34it/s]
Epoch 0: |          | 1746/? [12:25<00:00,  2.34it/s]
Epoch 0: |          | 1747/? [12:26<00:00,  2.34it/s]
Epoch 0: |          | 1747/? [12:26<00:00,  2.34it/s]
Epoch 0: |          | 1748/? [12:26<00:00,  2.34it/s]
Epoch 0: |          | 1748/? [12:26<00:00,  2.34it/s]
Epoch 0: |          | 1749/? [12:27<00:00,  2.34it/s]
Epoch 0: |          | 1749/? [12:27<00:00,  2.34it/s]
Epoch 0: |          | 1750/? [12:27<00:00,  2.34it/s]
Epoch 0: |          | 1750/? [12:27<00:00,  2.34it/s]
Epoch 0: |          | 1751/? [12:27<00:00,  2.34it/s]
Epoch 0: |          | 1751/? [12:27<00:00,  2.34it/s]
Epoch 0: |          | 1752/? [12:28<00:00,  2.34it/s]
Epoch 0: |          | 1752/? [12:28<00:00,  2.34it/s]
Epoch 0: |          | 1753/? [12:28<00:00,  2.34it/s]
Epoch 0: |          | 1753/? [12:28<00:00,  2.34it/s]
Epoch 0: |          | 1754/? [12:28<00:00,  2.34it/s]
Epoch 0: |          | 1754/? [12:28<00:00,  2.34it/s]
Epoch 0: |          | 1755/? [12:29<00:00,  2.34it/s]
Epoch 0: |          | 1755/? [12:29<00:00,  2.34it/s]
Epoch 0: |          | 1756/? [12:29<00:00,  2.34it/s]
Epoch 0: |          | 1756/? [12:29<00:00,  2.34it/s]
Epoch 0: |          | 1757/? [12:30<00:00,  2.34it/s]
Epoch 0: |          | 1757/? [12:30<00:00,  2.34it/s]
Epoch 0: |          | 1758/? [12:30<00:00,  2.34it/s]
Epoch 0: |          | 1758/? [12:30<00:00,  2.34it/s]
Epoch 0: |          | 1759/? [12:30<00:00,  2.34it/s]
Epoch 0: |          | 1759/? [12:30<00:00,  2.34it/s]
Epoch 0: |          | 1760/? [12:31<00:00,  2.34it/s]
Epoch 0: |          | 1760/? [12:31<00:00,  2.34it/s]
Epoch 0: |          | 1761/? [12:31<00:00,  2.34it/s]
Epoch 0: |          | 1761/? [12:31<00:00,  2.34it/s]
Epoch 0: |          | 1762/? [12:32<00:00,  2.34it/s]
Epoch 0: |          | 1762/? [12:32<00:00,  2.34it/s]
Epoch 0: |          | 1763/? [12:32<00:00,  2.34it/s]
Epoch 0: |          | 1763/? [12:32<00:00,  2.34it/s]
Epoch 0: |          | 1764/? [12:32<00:00,  2.34it/s]
Epoch 0: |          | 1764/? [12:32<00:00,  2.34it/s]
Epoch 0: |          | 1765/? [12:33<00:00,  2.34it/s]
Epoch 0: |          | 1765/? [12:33<00:00,  2.34it/s]
Epoch 0: |          | 1766/? [12:33<00:00,  2.34it/s]
Epoch 0: |          | 1766/? [12:33<00:00,  2.34it/s]
Epoch 0: |          | 1767/? [12:33<00:00,  2.34it/s]
Epoch 0: |          | 1767/? [12:33<00:00,  2.34it/s]
Epoch 0: |          | 1768/? [12:34<00:00,  2.34it/s]
Epoch 0: |          | 1768/? [12:34<00:00,  2.34it/s]
Epoch 0: |          | 1769/? [12:34<00:00,  2.34it/s]
Epoch 0: |          | 1769/? [12:34<00:00,  2.34it/s]
Epoch 0: |          | 1770/? [12:35<00:00,  2.34it/s]
Epoch 0: |          | 1770/? [12:35<00:00,  2.34it/s]
Epoch 0: |          | 1771/? [12:35<00:00,  2.34it/s]
Epoch 0: |          | 1771/? [12:35<00:00,  2.34it/s]
Epoch 0: |          | 1772/? [12:35<00:00,  2.34it/s]
Epoch 0: |          | 1772/? [12:35<00:00,  2.34it/s]
Epoch 0: |          | 1773/? [12:36<00:00,  2.34it/s]
Epoch 0: |          | 1773/? [12:36<00:00,  2.34it/s]
Epoch 0: |          | 1774/? [12:36<00:00,  2.34it/s]
Epoch 0: |          | 1774/? [12:36<00:00,  2.34it/s]
Epoch 0: |          | 1775/? [12:37<00:00,  2.34it/s]
Epoch 0: |          | 1775/? [12:37<00:00,  2.34it/s]
Epoch 0: |          | 1776/? [12:37<00:00,  2.34it/s]
Epoch 0: |          | 1776/? [12:37<00:00,  2.34it/s]
Epoch 0: |          | 1777/? [12:37<00:00,  2.34it/s]
Epoch 0: |          | 1777/? [12:37<00:00,  2.34it/s]
Epoch 0: |          | 1778/? [12:38<00:00,  2.34it/s]
Epoch 0: |          | 1778/? [12:38<00:00,  2.34it/s]
Epoch 0: |          | 1779/? [12:38<00:00,  2.35it/s]
Epoch 0: |          | 1779/? [12:38<00:00,  2.35it/s]
Epoch 0: |          | 1780/? [12:38<00:00,  2.35it/s]
Epoch 0: |          | 1780/? [12:38<00:00,  2.35it/s]
Epoch 0: |          | 1781/? [12:39<00:00,  2.35it/s]
Epoch 0: |          | 1781/? [12:39<00:00,  2.35it/s]
Epoch 0: |          | 1782/? [12:39<00:00,  2.35it/s]
Epoch 0: |          | 1782/? [12:39<00:00,  2.35it/s]
Epoch 0: |          | 1783/? [12:40<00:00,  2.35it/s]
Epoch 0: |          | 1783/? [12:40<00:00,  2.35it/s]
Epoch 0: |          | 1784/? [12:40<00:00,  2.35it/s]
Epoch 0: |          | 1784/? [12:40<00:00,  2.35it/s]
Epoch 0: |          | 1785/? [12:40<00:00,  2.35it/s]
Epoch 0: |          | 1785/? [12:40<00:00,  2.35it/s]
Epoch 0: |          | 1786/? [12:41<00:00,  2.35it/s]
Epoch 0: |          | 1786/? [12:41<00:00,  2.35it/s]
Epoch 0: |          | 1787/? [12:41<00:00,  2.35it/s]
Epoch 0: |          | 1787/? [12:41<00:00,  2.35it/s]
Epoch 0: |          | 1788/? [12:42<00:00,  2.35it/s]
Epoch 0: |          | 1788/? [12:42<00:00,  2.35it/s]
Epoch 0: |          | 1789/? [12:42<00:00,  2.35it/s]
Epoch 0: |          | 1789/? [12:42<00:00,  2.35it/s]
Epoch 0: |          | 1790/? [12:42<00:00,  2.35it/s]
Epoch 0: |          | 1790/? [12:42<00:00,  2.35it/s]
Epoch 0: |          | 1791/? [12:43<00:00,  2.35it/s]
Epoch 0: |          | 1791/? [12:43<00:00,  2.35it/s]
Epoch 0: |          | 1792/? [12:43<00:00,  2.35it/s]
Epoch 0: |          | 1792/? [12:43<00:00,  2.35it/s]
Epoch 0: |          | 1793/? [12:44<00:00,  2.35it/s]
Epoch 0: |          | 1793/? [12:44<00:00,  2.35it/s]
Epoch 0: |          | 1794/? [12:44<00:00,  2.35it/s]
Epoch 0: |          | 1794/? [12:44<00:00,  2.35it/s]
Epoch 0: |          | 1795/? [12:44<00:00,  2.35it/s]
Epoch 0: |          | 1795/? [12:44<00:00,  2.35it/s]
Epoch 0: |          | 1796/? [12:45<00:00,  2.35it/s]
Epoch 0: |          | 1796/? [12:45<00:00,  2.35it/s]
Epoch 0: |          | 1797/? [12:45<00:00,  2.35it/s]
Epoch 0: |          | 1797/? [12:45<00:00,  2.35it/s]
Epoch 0: |          | 1798/? [12:45<00:00,  2.35it/s]
Epoch 0: |          | 1798/? [12:45<00:00,  2.35it/s]
Epoch 0: |          | 1799/? [12:46<00:00,  2.35it/s]
Epoch 0: |          | 1799/? [12:46<00:00,  2.35it/s]
Epoch 0: |          | 1800/? [12:46<00:00,  2.35it/s]
Epoch 0: |          | 1800/? [12:46<00:00,  2.35it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  7.96it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  7.55it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.65it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.52it/s]

Epoch 0: |          | 1800/? [12:47<00:00,  2.35it/s]
Epoch 0: |          | 1801/? [12:47<00:00,  2.35it/s]
Epoch 0: |          | 1801/? [12:47<00:00,  2.35it/s]
Epoch 0: |          | 1802/? [12:48<00:00,  2.35it/s]
Epoch 0: |          | 1802/? [12:48<00:00,  2.35it/s]
Epoch 0: |          | 1803/? [12:48<00:00,  2.35it/s]
Epoch 0: |          | 1803/? [12:48<00:00,  2.35it/s]
Epoch 0: |          | 1804/? [12:48<00:00,  2.35it/s]
Epoch 0: |          | 1804/? [12:48<00:00,  2.35it/s]
Epoch 0: |          | 1805/? [12:49<00:00,  2.35it/s]
Epoch 0: |          | 1805/? [12:49<00:00,  2.35it/s]
Epoch 0: |          | 1806/? [12:49<00:00,  2.35it/s]
Epoch 0: |          | 1806/? [12:49<00:00,  2.35it/s]
Epoch 0: |          | 1807/? [12:49<00:00,  2.35it/s]
Epoch 0: |          | 1807/? [12:49<00:00,  2.35it/s]
Epoch 0: |          | 1808/? [12:50<00:00,  2.35it/s]
Epoch 0: |          | 1808/? [12:50<00:00,  2.35it/s]
Epoch 0: |          | 1809/? [12:50<00:00,  2.35it/s]
Epoch 0: |          | 1809/? [12:50<00:00,  2.35it/s]
Epoch 0: |          | 1810/? [12:51<00:00,  2.35it/s]
Epoch 0: |          | 1810/? [12:51<00:00,  2.35it/s]
Epoch 0: |          | 1811/? [12:51<00:00,  2.35it/s]
Epoch 0: |          | 1811/? [12:51<00:00,  2.35it/s]
Epoch 0: |          | 1812/? [12:51<00:00,  2.35it/s]
Epoch 0: |          | 1812/? [12:51<00:00,  2.35it/s]
Epoch 0: |          | 1813/? [12:52<00:00,  2.35it/s]
Epoch 0: |          | 1813/? [12:52<00:00,  2.35it/s]
Epoch 0: |          | 1814/? [12:52<00:00,  2.35it/s]
Epoch 0: |          | 1814/? [12:52<00:00,  2.35it/s]
Epoch 0: |          | 1815/? [12:53<00:00,  2.35it/s]
Epoch 0: |          | 1815/? [12:53<00:00,  2.35it/s]
Epoch 0: |          | 1816/? [12:53<00:00,  2.35it/s]
Epoch 0: |          | 1816/? [12:53<00:00,  2.35it/s]
Epoch 0: |          | 1817/? [12:53<00:00,  2.35it/s]
Epoch 0: |          | 1817/? [12:53<00:00,  2.35it/s]
Epoch 0: |          | 1818/? [12:54<00:00,  2.35it/s]
Epoch 0: |          | 1818/? [12:54<00:00,  2.35it/s]
Epoch 0: |          | 1819/? [12:54<00:00,  2.35it/s]
Epoch 0: |          | 1819/? [12:54<00:00,  2.35it/s]
Epoch 0: |          | 1820/? [12:54<00:00,  2.35it/s]
Epoch 0: |          | 1820/? [12:54<00:00,  2.35it/s]
Epoch 0: |          | 1821/? [12:55<00:00,  2.35it/s]
Epoch 0: |          | 1821/? [12:55<00:00,  2.35it/s]
Epoch 0: |          | 1822/? [12:55<00:00,  2.35it/s]
Epoch 0: |          | 1822/? [12:55<00:00,  2.35it/s]
Epoch 0: |          | 1823/? [12:56<00:00,  2.35it/s]
Epoch 0: |          | 1823/? [12:56<00:00,  2.35it/s]
Epoch 0: |          | 1824/? [12:56<00:00,  2.35it/s]
Epoch 0: |          | 1824/? [12:56<00:00,  2.35it/s]
Epoch 0: |          | 1825/? [12:56<00:00,  2.35it/s]
Epoch 0: |          | 1825/? [12:56<00:00,  2.35it/s]
Epoch 0: |          | 1826/? [12:57<00:00,  2.35it/s]
Epoch 0: |          | 1826/? [12:57<00:00,  2.35it/s]
Epoch 0: |          | 1827/? [12:57<00:00,  2.35it/s]
Epoch 0: |          | 1827/? [12:57<00:00,  2.35it/s]
Epoch 0: |          | 1828/? [12:58<00:00,  2.35it/s]
Epoch 0: |          | 1828/? [12:58<00:00,  2.35it/s]
Epoch 0: |          | 1829/? [12:58<00:00,  2.35it/s]
Epoch 0: |          | 1829/? [12:58<00:00,  2.35it/s]
Epoch 0: |          | 1830/? [12:58<00:00,  2.35it/s]
Epoch 0: |          | 1830/? [12:58<00:00,  2.35it/s]
Epoch 0: |          | 1831/? [12:59<00:00,  2.35it/s]
Epoch 0: |          | 1831/? [12:59<00:00,  2.35it/s]
Epoch 0: |          | 1832/? [12:59<00:00,  2.35it/s]
Epoch 0: |          | 1832/? [12:59<00:00,  2.35it/s]
Epoch 0: |          | 1833/? [12:59<00:00,  2.35it/s]
Epoch 0: |          | 1833/? [12:59<00:00,  2.35it/s]
Epoch 0: |          | 1834/? [13:00<00:00,  2.35it/s]
Epoch 0: |          | 1834/? [13:00<00:00,  2.35it/s]
Epoch 0: |          | 1835/? [13:00<00:00,  2.35it/s]
Epoch 0: |          | 1835/? [13:00<00:00,  2.35it/s]
Epoch 0: |          | 1836/? [13:01<00:00,  2.35it/s]
Epoch 0: |          | 1836/? [13:01<00:00,  2.35it/s]
Epoch 0: |          | 1837/? [13:01<00:00,  2.35it/s]
Epoch 0: |          | 1837/? [13:01<00:00,  2.35it/s]
Epoch 0: |          | 1838/? [13:01<00:00,  2.35it/s]
Epoch 0: |          | 1838/? [13:01<00:00,  2.35it/s]
Epoch 0: |          | 1839/? [13:02<00:00,  2.35it/s]
Epoch 0: |          | 1839/? [13:02<00:00,  2.35it/s]
Epoch 0: |          | 1840/? [13:02<00:00,  2.35it/s]
Epoch 0: |          | 1840/? [13:02<00:00,  2.35it/s]
Epoch 0: |          | 1841/? [13:03<00:00,  2.35it/s]
Epoch 0: |          | 1841/? [13:03<00:00,  2.35it/s]
Epoch 0: |          | 1842/? [13:03<00:00,  2.35it/s]
Epoch 0: |          | 1842/? [13:03<00:00,  2.35it/s]
Epoch 0: |          | 1843/? [13:03<00:00,  2.35it/s]
Epoch 0: |          | 1843/? [13:03<00:00,  2.35it/s]
Epoch 0: |          | 1844/? [13:04<00:00,  2.35it/s]
Epoch 0: |          | 1844/? [13:04<00:00,  2.35it/s]
Epoch 0: |          | 1845/? [13:04<00:00,  2.35it/s]
Epoch 0: |          | 1845/? [13:04<00:00,  2.35it/s]
Epoch 0: |          | 1846/? [13:04<00:00,  2.35it/s]
Epoch 0: |          | 1846/? [13:04<00:00,  2.35it/s]
Epoch 0: |          | 1847/? [13:05<00:00,  2.35it/s]
Epoch 0: |          | 1847/? [13:05<00:00,  2.35it/s]
Epoch 0: |          | 1848/? [13:05<00:00,  2.35it/s]
Epoch 0: |          | 1848/? [13:05<00:00,  2.35it/s]
Epoch 0: |          | 1849/? [13:06<00:00,  2.35it/s]
Epoch 0: |          | 1849/? [13:06<00:00,  2.35it/s]
Epoch 0: |          | 1850/? [13:06<00:00,  2.35it/s]
Epoch 0: |          | 1850/? [13:06<00:00,  2.35it/s]
Epoch 0: |          | 1851/? [13:06<00:00,  2.35it/s]
Epoch 0: |          | 1851/? [13:06<00:00,  2.35it/s]
Epoch 0: |          | 1852/? [13:07<00:00,  2.35it/s]
Epoch 0: |          | 1852/? [13:07<00:00,  2.35it/s]
Epoch 0: |          | 1853/? [13:07<00:00,  2.35it/s]
Epoch 0: |          | 1853/? [13:07<00:00,  2.35it/s]
Epoch 0: |          | 1854/? [13:07<00:00,  2.35it/s]
Epoch 0: |          | 1854/? [13:07<00:00,  2.35it/s]
Epoch 0: |          | 1855/? [13:08<00:00,  2.35it/s]
Epoch 0: |          | 1855/? [13:08<00:00,  2.35it/s]
Epoch 0: |          | 1856/? [13:08<00:00,  2.35it/s]
Epoch 0: |          | 1856/? [13:08<00:00,  2.35it/s]
Epoch 0: |          | 1857/? [13:09<00:00,  2.35it/s]
Epoch 0: |          | 1857/? [13:09<00:00,  2.35it/s]
Epoch 0: |          | 1858/? [13:09<00:00,  2.35it/s]
Epoch 0: |          | 1858/? [13:09<00:00,  2.35it/s]
Epoch 0: |          | 1859/? [13:09<00:00,  2.35it/s]
Epoch 0: |          | 1859/? [13:09<00:00,  2.35it/s]
Epoch 0: |          | 1860/? [13:10<00:00,  2.35it/s]
Epoch 0: |          | 1860/? [13:10<00:00,  2.35it/s]
Epoch 0: |          | 1861/? [13:10<00:00,  2.35it/s]
Epoch 0: |          | 1861/? [13:10<00:00,  2.35it/s]
Epoch 0: |          | 1862/? [13:11<00:00,  2.35it/s]
Epoch 0: |          | 1862/? [13:11<00:00,  2.35it/s]
Epoch 0: |          | 1863/? [13:11<00:00,  2.35it/s]
Epoch 0: |          | 1863/? [13:11<00:00,  2.35it/s]
Epoch 0: |          | 1864/? [13:11<00:00,  2.35it/s]
Epoch 0: |          | 1864/? [13:11<00:00,  2.35it/s]
Epoch 0: |          | 1865/? [13:12<00:00,  2.35it/s]
Epoch 0: |          | 1865/? [13:12<00:00,  2.35it/s]
Epoch 0: |          | 1866/? [13:12<00:00,  2.35it/s]
Epoch 0: |          | 1866/? [13:12<00:00,  2.35it/s]
Epoch 0: |          | 1867/? [13:12<00:00,  2.35it/s]
Epoch 0: |          | 1867/? [13:12<00:00,  2.35it/s]
Epoch 0: |          | 1868/? [13:13<00:00,  2.35it/s]
Epoch 0: |          | 1868/? [13:13<00:00,  2.35it/s]
Epoch 0: |          | 1869/? [13:13<00:00,  2.35it/s]
Epoch 0: |          | 1869/? [13:13<00:00,  2.35it/s]
Epoch 0: |          | 1870/? [13:14<00:00,  2.35it/s]
Epoch 0: |          | 1870/? [13:14<00:00,  2.35it/s]
Epoch 0: |          | 1871/? [13:14<00:00,  2.35it/s]
Epoch 0: |          | 1871/? [13:14<00:00,  2.35it/s]
Epoch 0: |          | 1872/? [13:14<00:00,  2.36it/s]
Epoch 0: |          | 1872/? [13:14<00:00,  2.36it/s]
Epoch 0: |          | 1873/? [13:15<00:00,  2.36it/s]
Epoch 0: |          | 1873/? [13:15<00:00,  2.36it/s]
Epoch 0: |          | 1874/? [13:15<00:00,  2.36it/s]
Epoch 0: |          | 1874/? [13:15<00:00,  2.36it/s]
Epoch 0: |          | 1875/? [13:16<00:00,  2.36it/s]
Epoch 0: |          | 1875/? [13:16<00:00,  2.36it/s]
Epoch 0: |          | 1876/? [13:16<00:00,  2.36it/s]
Epoch 0: |          | 1876/? [13:16<00:00,  2.36it/s]
Epoch 0: |          | 1877/? [13:16<00:00,  2.36it/s]
Epoch 0: |          | 1877/? [13:16<00:00,  2.36it/s]
Epoch 0: |          | 1878/? [13:17<00:00,  2.36it/s]
Epoch 0: |          | 1878/? [13:17<00:00,  2.36it/s]
Epoch 0: |          | 1879/? [13:17<00:00,  2.36it/s]
Epoch 0: |          | 1879/? [13:17<00:00,  2.36it/s]
Epoch 0: |          | 1880/? [13:17<00:00,  2.36it/s]
Epoch 0: |          | 1880/? [13:17<00:00,  2.36it/s]
Epoch 0: |          | 1881/? [13:18<00:00,  2.36it/s]
Epoch 0: |          | 1881/? [13:18<00:00,  2.36it/s]
Epoch 0: |          | 1882/? [13:18<00:00,  2.36it/s]
Epoch 0: |          | 1882/? [13:18<00:00,  2.36it/s]
Epoch 0: |          | 1883/? [13:19<00:00,  2.36it/s]
Epoch 0: |          | 1883/? [13:19<00:00,  2.36it/s]
Epoch 0: |          | 1884/? [13:19<00:00,  2.36it/s]
Epoch 0: |          | 1884/? [13:19<00:00,  2.36it/s]
Epoch 0: |          | 1885/? [13:19<00:00,  2.36it/s]
Epoch 0: |          | 1885/? [13:19<00:00,  2.36it/s]
Epoch 0: |          | 1886/? [13:20<00:00,  2.36it/s]
Epoch 0: |          | 1886/? [13:20<00:00,  2.36it/s]
Epoch 0: |          | 1887/? [13:20<00:00,  2.36it/s]
Epoch 0: |          | 1887/? [13:20<00:00,  2.36it/s]
Epoch 0: |          | 1888/? [13:21<00:00,  2.36it/s]
Epoch 0: |          | 1888/? [13:21<00:00,  2.36it/s]
Epoch 0: |          | 1889/? [13:21<00:00,  2.36it/s]
Epoch 0: |          | 1889/? [13:21<00:00,  2.36it/s]
Epoch 0: |          | 1890/? [13:21<00:00,  2.36it/s]
Epoch 0: |          | 1890/? [13:21<00:00,  2.36it/s]
Epoch 0: |          | 1891/? [13:22<00:00,  2.36it/s]
Epoch 0: |          | 1891/? [13:22<00:00,  2.36it/s]
Epoch 0: |          | 1892/? [13:22<00:00,  2.36it/s]
Epoch 0: |          | 1892/? [13:22<00:00,  2.36it/s]
Epoch 0: |          | 1893/? [13:22<00:00,  2.36it/s]
Epoch 0: |          | 1893/? [13:22<00:00,  2.36it/s]
Epoch 0: |          | 1894/? [13:23<00:00,  2.36it/s]
Epoch 0: |          | 1894/? [13:23<00:00,  2.36it/s]
Epoch 0: |          | 1895/? [13:23<00:00,  2.36it/s]
Epoch 0: |          | 1895/? [13:23<00:00,  2.36it/s]
Epoch 0: |          | 1896/? [13:24<00:00,  2.36it/s]
Epoch 0: |          | 1896/? [13:24<00:00,  2.36it/s]
Epoch 0: |          | 1897/? [13:24<00:00,  2.36it/s]
Epoch 0: |          | 1897/? [13:24<00:00,  2.36it/s]
Epoch 0: |          | 1898/? [13:24<00:00,  2.36it/s]
Epoch 0: |          | 1898/? [13:24<00:00,  2.36it/s]
Epoch 0: |          | 1899/? [13:25<00:00,  2.36it/s]
Epoch 0: |          | 1899/? [13:25<00:00,  2.36it/s]
Epoch 0: |          | 1900/? [13:25<00:00,  2.36it/s]
Epoch 0: |          | 1900/? [13:25<00:00,  2.36it/s]
Epoch 0: |          | 1901/? [13:25<00:00,  2.36it/s]
Epoch 0: |          | 1901/? [13:25<00:00,  2.36it/s]
Epoch 0: |          | 1902/? [13:26<00:00,  2.36it/s]
Epoch 0: |          | 1902/? [13:26<00:00,  2.36it/s]
Epoch 0: |          | 1903/? [13:26<00:00,  2.36it/s]
Epoch 0: |          | 1903/? [13:26<00:00,  2.36it/s]
Epoch 0: |          | 1904/? [13:27<00:00,  2.36it/s]
Epoch 0: |          | 1904/? [13:27<00:00,  2.36it/s]
Epoch 0: |          | 1905/? [13:27<00:00,  2.36it/s]
Epoch 0: |          | 1905/? [13:27<00:00,  2.36it/s]
Epoch 0: |          | 1906/? [13:27<00:00,  2.36it/s]
Epoch 0: |          | 1906/? [13:27<00:00,  2.36it/s]
Epoch 0: |          | 1907/? [13:28<00:00,  2.36it/s]
Epoch 0: |          | 1907/? [13:28<00:00,  2.36it/s]
Epoch 0: |          | 1908/? [13:28<00:00,  2.36it/s]
Epoch 0: |          | 1908/? [13:28<00:00,  2.36it/s]
Epoch 0: |          | 1909/? [13:29<00:00,  2.36it/s]
Epoch 0: |          | 1909/? [13:29<00:00,  2.36it/s]
Epoch 0: |          | 1910/? [13:29<00:00,  2.36it/s]
Epoch 0: |          | 1910/? [13:29<00:00,  2.36it/s]
Epoch 0: |          | 1911/? [13:29<00:00,  2.36it/s]
Epoch 0: |          | 1911/? [13:29<00:00,  2.36it/s]
Epoch 0: |          | 1912/? [13:30<00:00,  2.36it/s]
Epoch 0: |          | 1912/? [13:30<00:00,  2.36it/s]
Epoch 0: |          | 1913/? [13:30<00:00,  2.36it/s]
Epoch 0: |          | 1913/? [13:30<00:00,  2.36it/s]
Epoch 0: |          | 1914/? [13:31<00:00,  2.36it/s]
Epoch 0: |          | 1914/? [13:31<00:00,  2.36it/s]
Epoch 0: |          | 1915/? [13:31<00:00,  2.36it/s]
Epoch 0: |          | 1915/? [13:31<00:00,  2.36it/s]
Epoch 0: |          | 1916/? [13:31<00:00,  2.36it/s]
Epoch 0: |          | 1916/? [13:31<00:00,  2.36it/s]
Epoch 0: |          | 1917/? [13:32<00:00,  2.36it/s]
Epoch 0: |          | 1917/? [13:32<00:00,  2.36it/s]
Epoch 0: |          | 1918/? [13:32<00:00,  2.36it/s]
Epoch 0: |          | 1918/? [13:32<00:00,  2.36it/s]
Epoch 0: |          | 1919/? [13:32<00:00,  2.36it/s]
Epoch 0: |          | 1919/? [13:32<00:00,  2.36it/s]
Epoch 0: |          | 1920/? [13:33<00:00,  2.36it/s]
Epoch 0: |          | 1920/? [13:33<00:00,  2.36it/s]
Epoch 0: |          | 1921/? [13:33<00:00,  2.36it/s]
Epoch 0: |          | 1921/? [13:33<00:00,  2.36it/s]
Epoch 0: |          | 1922/? [13:34<00:00,  2.36it/s]
Epoch 0: |          | 1922/? [13:34<00:00,  2.36it/s]
Epoch 0: |          | 1923/? [13:34<00:00,  2.36it/s]
Epoch 0: |          | 1923/? [13:34<00:00,  2.36it/s]
Epoch 0: |          | 1924/? [13:34<00:00,  2.36it/s]
Epoch 0: |          | 1924/? [13:34<00:00,  2.36it/s]
Epoch 0: |          | 1925/? [13:35<00:00,  2.36it/s]
Epoch 0: |          | 1925/? [13:35<00:00,  2.36it/s]
Epoch 0: |          | 1926/? [13:35<00:00,  2.36it/s]
Epoch 0: |          | 1926/? [13:35<00:00,  2.36it/s]
Epoch 0: |          | 1927/? [13:36<00:00,  2.36it/s]
Epoch 0: |          | 1927/? [13:36<00:00,  2.36it/s]
Epoch 0: |          | 1928/? [13:36<00:00,  2.36it/s]
Epoch 0: |          | 1928/? [13:36<00:00,  2.36it/s]
Epoch 0: |          | 1929/? [13:36<00:00,  2.36it/s]
Epoch 0: |          | 1929/? [13:36<00:00,  2.36it/s]
Epoch 0: |          | 1930/? [13:37<00:00,  2.36it/s]
Epoch 0: |          | 1930/? [13:37<00:00,  2.36it/s]
Epoch 0: |          | 1931/? [13:37<00:00,  2.36it/s]
Epoch 0: |          | 1931/? [13:37<00:00,  2.36it/s]
Epoch 0: |          | 1932/? [13:37<00:00,  2.36it/s]
Epoch 0: |          | 1932/? [13:37<00:00,  2.36it/s]
Epoch 0: |          | 1933/? [13:38<00:00,  2.36it/s]
Epoch 0: |          | 1933/? [13:38<00:00,  2.36it/s]
Epoch 0: |          | 1934/? [13:38<00:00,  2.36it/s]
Epoch 0: |          | 1934/? [13:38<00:00,  2.36it/s]
Epoch 0: |          | 1935/? [13:39<00:00,  2.36it/s]
Epoch 0: |          | 1935/? [13:39<00:00,  2.36it/s]
Epoch 0: |          | 1936/? [13:39<00:00,  2.36it/s]
Epoch 0: |          | 1936/? [13:39<00:00,  2.36it/s]
Epoch 0: |          | 1937/? [13:39<00:00,  2.36it/s]
Epoch 0: |          | 1937/? [13:39<00:00,  2.36it/s]
Epoch 0: |          | 1938/? [13:40<00:00,  2.36it/s]
Epoch 0: |          | 1938/? [13:40<00:00,  2.36it/s]
Epoch 0: |          | 1939/? [13:40<00:00,  2.36it/s]
Epoch 0: |          | 1939/? [13:40<00:00,  2.36it/s]
Epoch 0: |          | 1940/? [13:41<00:00,  2.36it/s]
Epoch 0: |          | 1940/? [13:41<00:00,  2.36it/s]
Epoch 0: |          | 1941/? [13:41<00:00,  2.36it/s]
Epoch 0: |          | 1941/? [13:41<00:00,  2.36it/s]
Epoch 0: |          | 1942/? [13:41<00:00,  2.36it/s]
Epoch 0: |          | 1942/? [13:41<00:00,  2.36it/s]
Epoch 0: |          | 1943/? [13:42<00:00,  2.36it/s]
Epoch 0: |          | 1943/? [13:42<00:00,  2.36it/s]
Epoch 0: |          | 1944/? [13:42<00:00,  2.36it/s]
Epoch 0: |          | 1944/? [13:42<00:00,  2.36it/s]
Epoch 0: |          | 1945/? [13:42<00:00,  2.36it/s]
Epoch 0: |          | 1945/? [13:42<00:00,  2.36it/s]
Epoch 0: |          | 1946/? [13:43<00:00,  2.36it/s]
Epoch 0: |          | 1946/? [13:43<00:00,  2.36it/s]
Epoch 0: |          | 1947/? [13:43<00:00,  2.36it/s]
Epoch 0: |          | 1947/? [13:43<00:00,  2.36it/s]
Epoch 0: |          | 1948/? [13:44<00:00,  2.36it/s]
Epoch 0: |          | 1948/? [13:44<00:00,  2.36it/s]
Epoch 0: |          | 1949/? [13:44<00:00,  2.36it/s]
Epoch 0: |          | 1949/? [13:44<00:00,  2.36it/s]
Epoch 0: |          | 1950/? [13:44<00:00,  2.36it/s]
Epoch 0: |          | 1950/? [13:44<00:00,  2.36it/s]
Epoch 0: |          | 1951/? [13:45<00:00,  2.36it/s]
Epoch 0: |          | 1951/? [13:45<00:00,  2.36it/s]
Epoch 0: |          | 1952/? [13:45<00:00,  2.36it/s]
Epoch 0: |          | 1952/? [13:45<00:00,  2.36it/s]
Epoch 0: |          | 1953/? [13:45<00:00,  2.36it/s]
Epoch 0: |          | 1953/? [13:45<00:00,  2.36it/s]
Epoch 0: |          | 1954/? [13:46<00:00,  2.36it/s]
Epoch 0: |          | 1954/? [13:46<00:00,  2.36it/s]
Epoch 0: |          | 1955/? [13:46<00:00,  2.36it/s]
Epoch 0: |          | 1955/? [13:46<00:00,  2.36it/s]
Epoch 0: |          | 1956/? [13:47<00:00,  2.36it/s]
Epoch 0: |          | 1956/? [13:47<00:00,  2.36it/s]
Epoch 0: |          | 1957/? [13:47<00:00,  2.36it/s]
Epoch 0: |          | 1957/? [13:47<00:00,  2.36it/s]
Epoch 0: |          | 1958/? [13:47<00:00,  2.37it/s]
Epoch 0: |          | 1958/? [13:47<00:00,  2.37it/s]
Epoch 0: |          | 1959/? [13:48<00:00,  2.37it/s]
Epoch 0: |          | 1959/? [13:48<00:00,  2.37it/s]
Epoch 0: |          | 1960/? [13:48<00:00,  2.37it/s]
Epoch 0: |          | 1960/? [13:48<00:00,  2.37it/s]
Epoch 0: |          | 1961/? [13:49<00:00,  2.37it/s]
Epoch 0: |          | 1961/? [13:49<00:00,  2.37it/s]
Epoch 0: |          | 1962/? [13:49<00:00,  2.37it/s]
Epoch 0: |          | 1962/? [13:49<00:00,  2.37it/s]
Epoch 0: |          | 1963/? [13:49<00:00,  2.37it/s]
Epoch 0: |          | 1963/? [13:49<00:00,  2.37it/s]
Epoch 0: |          | 1964/? [13:50<00:00,  2.37it/s]
Epoch 0: |          | 1964/? [13:50<00:00,  2.37it/s]
Epoch 0: |          | 1965/? [13:50<00:00,  2.37it/s]
Epoch 0: |          | 1965/? [13:50<00:00,  2.37it/s]
Epoch 0: |          | 1966/? [13:50<00:00,  2.37it/s]
Epoch 0: |          | 1966/? [13:50<00:00,  2.37it/s]
Epoch 0: |          | 1967/? [13:51<00:00,  2.37it/s]
Epoch 0: |          | 1967/? [13:51<00:00,  2.37it/s]
Epoch 0: |          | 1968/? [13:51<00:00,  2.37it/s]
Epoch 0: |          | 1968/? [13:51<00:00,  2.37it/s]
Epoch 0: |          | 1969/? [13:52<00:00,  2.37it/s]
Epoch 0: |          | 1969/? [13:52<00:00,  2.37it/s]
Epoch 0: |          | 1970/? [13:52<00:00,  2.37it/s]
Epoch 0: |          | 1970/? [13:52<00:00,  2.37it/s]
Epoch 0: |          | 1971/? [13:52<00:00,  2.37it/s]
Epoch 0: |          | 1971/? [13:52<00:00,  2.37it/s]
Epoch 0: |          | 1972/? [13:53<00:00,  2.37it/s]
Epoch 0: |          | 1972/? [13:53<00:00,  2.37it/s]
Epoch 0: |          | 1973/? [13:53<00:00,  2.37it/s]
Epoch 0: |          | 1973/? [13:53<00:00,  2.37it/s]
Epoch 0: |          | 1974/? [13:54<00:00,  2.37it/s]
Epoch 0: |          | 1974/? [13:54<00:00,  2.37it/s]
Epoch 0: |          | 1975/? [13:54<00:00,  2.37it/s]
Epoch 0: |          | 1975/? [13:54<00:00,  2.37it/s]
Epoch 0: |          | 1976/? [13:54<00:00,  2.37it/s]
Epoch 0: |          | 1976/? [13:54<00:00,  2.37it/s]
Epoch 0: |          | 1977/? [13:55<00:00,  2.37it/s]
Epoch 0: |          | 1977/? [13:55<00:00,  2.37it/s]
Epoch 0: |          | 1978/? [13:55<00:00,  2.37it/s]
Epoch 0: |          | 1978/? [13:55<00:00,  2.37it/s]
Epoch 0: |          | 1979/? [13:55<00:00,  2.37it/s]
Epoch 0: |          | 1979/? [13:55<00:00,  2.37it/s]
Epoch 0: |          | 1980/? [13:56<00:00,  2.37it/s]
Epoch 0: |          | 1980/? [13:56<00:00,  2.37it/s]
Epoch 0: |          | 1981/? [13:56<00:00,  2.37it/s]
Epoch 0: |          | 1981/? [13:56<00:00,  2.37it/s]
Epoch 0: |          | 1982/? [13:57<00:00,  2.37it/s]
Epoch 0: |          | 1982/? [13:57<00:00,  2.37it/s]
Epoch 0: |          | 1983/? [13:57<00:00,  2.37it/s]
Epoch 0: |          | 1983/? [13:57<00:00,  2.37it/s]
Epoch 0: |          | 1984/? [13:57<00:00,  2.37it/s]
Epoch 0: |          | 1984/? [13:57<00:00,  2.37it/s]
Epoch 0: |          | 1985/? [13:58<00:00,  2.37it/s]
Epoch 0: |          | 1985/? [13:58<00:00,  2.37it/s]
Epoch 0: |          | 1986/? [13:58<00:00,  2.37it/s]
Epoch 0: |          | 1986/? [13:58<00:00,  2.37it/s]
Epoch 0: |          | 1987/? [13:58<00:00,  2.37it/s]
Epoch 0: |          | 1987/? [13:58<00:00,  2.37it/s]
Epoch 0: |          | 1988/? [13:59<00:00,  2.37it/s]
Epoch 0: |          | 1988/? [13:59<00:00,  2.37it/s]
Epoch 0: |          | 1989/? [13:59<00:00,  2.37it/s]
Epoch 0: |          | 1989/? [13:59<00:00,  2.37it/s]
Epoch 0: |          | 1990/? [14:00<00:00,  2.37it/s]
Epoch 0: |          | 1990/? [14:00<00:00,  2.37it/s]
Epoch 0: |          | 1991/? [14:00<00:00,  2.37it/s]
Epoch 0: |          | 1991/? [14:00<00:00,  2.37it/s]
Epoch 0: |          | 1992/? [14:00<00:00,  2.37it/s]
Epoch 0: |          | 1992/? [14:00<00:00,  2.37it/s]
Epoch 0: |          | 1993/? [14:01<00:00,  2.37it/s]
Epoch 0: |          | 1993/? [14:01<00:00,  2.37it/s]
Epoch 0: |          | 1994/? [14:01<00:00,  2.37it/s]
Epoch 0: |          | 1994/? [14:01<00:00,  2.37it/s]
Epoch 0: |          | 1995/? [14:02<00:00,  2.37it/s]
Epoch 0: |          | 1995/? [14:02<00:00,  2.37it/s]
Epoch 0: |          | 1996/? [14:02<00:00,  2.37it/s]
Epoch 0: |          | 1996/? [14:02<00:00,  2.37it/s]
Epoch 0: |          | 1997/? [14:02<00:00,  2.37it/s]
Epoch 0: |          | 1997/? [14:02<00:00,  2.37it/s]
Epoch 0: |          | 1998/? [14:03<00:00,  2.37it/s]
Epoch 0: |          | 1998/? [14:03<00:00,  2.37it/s]
Epoch 0: |          | 1999/? [14:03<00:00,  2.37it/s]
Epoch 0: |          | 1999/? [14:03<00:00,  2.37it/s]
Epoch 0: |          | 2000/? [14:03<00:00,  2.37it/s]
Epoch 0: |          | 2000/? [14:03<00:00,  2.37it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  8.34it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  7.64it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  7.82it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  7.76it/s]

Epoch 0: |          | 2000/? [14:04<00:00,  2.37it/s]
Epoch 0: |          | 2001/? [14:04<00:00,  2.37it/s]
Epoch 0: |          | 2001/? [14:04<00:00,  2.37it/s]
Epoch 0: |          | 2002/? [14:05<00:00,  2.37it/s]
Epoch 0: |          | 2002/? [14:05<00:00,  2.37it/s]
Epoch 0: |          | 2003/? [14:05<00:00,  2.37it/s]
Epoch 0: |          | 2003/? [14:05<00:00,  2.37it/s]
Epoch 0: |          | 2004/? [14:06<00:00,  2.37it/s]
Epoch 0: |          | 2004/? [14:06<00:00,  2.37it/s]
Epoch 0: |          | 2005/? [14:06<00:00,  2.37it/s]
Epoch 0: |          | 2005/? [14:06<00:00,  2.37it/s]
Epoch 0: |          | 2006/? [14:06<00:00,  2.37it/s]
Epoch 0: |          | 2006/? [14:06<00:00,  2.37it/s]
Epoch 0: |          | 2007/? [14:07<00:00,  2.37it/s]
Epoch 0: |          | 2007/? [14:07<00:00,  2.37it/s]
Epoch 0: |          | 2008/? [14:07<00:00,  2.37it/s]
Epoch 0: |          | 2008/? [14:07<00:00,  2.37it/s]
Epoch 0: |          | 2009/? [14:07<00:00,  2.37it/s]
Epoch 0: |          | 2009/? [14:07<00:00,  2.37it/s]
Epoch 0: |          | 2010/? [14:08<00:00,  2.37it/s]
Epoch 0: |          | 2010/? [14:08<00:00,  2.37it/s]
Epoch 0: |          | 2011/? [14:08<00:00,  2.37it/s]
Epoch 0: |          | 2011/? [14:08<00:00,  2.37it/s]
Epoch 0: |          | 2012/? [14:09<00:00,  2.37it/s]
Epoch 0: |          | 2012/? [14:09<00:00,  2.37it/s]
Epoch 0: |          | 2013/? [14:09<00:00,  2.37it/s]
Epoch 0: |          | 2013/? [14:09<00:00,  2.37it/s]
Epoch 0: |          | 2014/? [14:09<00:00,  2.37it/s]
Epoch 0: |          | 2014/? [14:09<00:00,  2.37it/s]
Epoch 0: |          | 2015/? [14:10<00:00,  2.37it/s]
Epoch 0: |          | 2015/? [14:10<00:00,  2.37it/s]
Epoch 0: |          | 2016/? [14:10<00:00,  2.37it/s]
Epoch 0: |          | 2016/? [14:10<00:00,  2.37it/s]
Epoch 0: |          | 2017/? [14:10<00:00,  2.37it/s]
Epoch 0: |          | 2017/? [14:10<00:00,  2.37it/s]
Epoch 0: |          | 2018/? [14:11<00:00,  2.37it/s]
Epoch 0: |          | 2018/? [14:11<00:00,  2.37it/s]
Epoch 0: |          | 2019/? [14:11<00:00,  2.37it/s]
Epoch 0: |          | 2019/? [14:11<00:00,  2.37it/s]
Epoch 0: |          | 2020/? [14:12<00:00,  2.37it/s]
Epoch 0: |          | 2020/? [14:12<00:00,  2.37it/s]
Epoch 0: |          | 2021/? [14:12<00:00,  2.37it/s]
Epoch 0: |          | 2021/? [14:12<00:00,  2.37it/s]
Epoch 0: |          | 2022/? [14:12<00:00,  2.37it/s]
Epoch 0: |          | 2022/? [14:12<00:00,  2.37it/s]
Epoch 0: |          | 2023/? [14:13<00:00,  2.37it/s]
Epoch 0: |          | 2023/? [14:13<00:00,  2.37it/s]
Epoch 0: |          | 2024/? [14:13<00:00,  2.37it/s]
Epoch 0: |          | 2024/? [14:13<00:00,  2.37it/s]
Epoch 0: |          | 2025/? [14:14<00:00,  2.37it/s]
Epoch 0: |          | 2025/? [14:14<00:00,  2.37it/s]
Epoch 0: |          | 2026/? [14:14<00:00,  2.37it/s]
Epoch 0: |          | 2026/? [14:14<00:00,  2.37it/s]
Epoch 0: |          | 2027/? [14:14<00:00,  2.37it/s]
Epoch 0: |          | 2027/? [14:14<00:00,  2.37it/s]
Epoch 0: |          | 2028/? [14:15<00:00,  2.37it/s]
Epoch 0: |          | 2028/? [14:15<00:00,  2.37it/s]
Epoch 0: |          | 2029/? [14:15<00:00,  2.37it/s]
Epoch 0: |          | 2029/? [14:15<00:00,  2.37it/s]
Epoch 0: |          | 2030/? [14:15<00:00,  2.37it/s]
Epoch 0: |          | 2030/? [14:15<00:00,  2.37it/s]
Epoch 0: |          | 2031/? [14:16<00:00,  2.37it/s]
Epoch 0: |          | 2031/? [14:16<00:00,  2.37it/s]
Epoch 0: |          | 2032/? [14:16<00:00,  2.37it/s]
Epoch 0: |          | 2032/? [14:16<00:00,  2.37it/s]
Epoch 0: |          | 2033/? [14:17<00:00,  2.37it/s]
Epoch 0: |          | 2033/? [14:17<00:00,  2.37it/s]
Epoch 0: |          | 2034/? [14:17<00:00,  2.37it/s]
Epoch 0: |          | 2034/? [14:17<00:00,  2.37it/s]
Epoch 0: |          | 2035/? [14:17<00:00,  2.37it/s]
Epoch 0: |          | 2035/? [14:17<00:00,  2.37it/s]
Epoch 0: |          | 2036/? [14:18<00:00,  2.37it/s]
Epoch 0: |          | 2036/? [14:18<00:00,  2.37it/s]
Epoch 0: |          | 2037/? [14:18<00:00,  2.37it/s]
Epoch 0: |          | 2037/? [14:18<00:00,  2.37it/s]
Epoch 0: |          | 2038/? [14:19<00:00,  2.37it/s]
Epoch 0: |          | 2038/? [14:19<00:00,  2.37it/s]
Epoch 0: |          | 2039/? [14:19<00:00,  2.37it/s]
Epoch 0: |          | 2039/? [14:19<00:00,  2.37it/s]
Epoch 0: |          | 2040/? [14:19<00:00,  2.37it/s]
Epoch 0: |          | 2040/? [14:19<00:00,  2.37it/s]
Epoch 0: |          | 2041/? [14:20<00:00,  2.37it/s]
Epoch 0: |          | 2041/? [14:20<00:00,  2.37it/s]
Epoch 0: |          | 2042/? [14:20<00:00,  2.37it/s]
Epoch 0: |          | 2042/? [14:20<00:00,  2.37it/s]
Epoch 0: |          | 2043/? [14:20<00:00,  2.37it/s]
Epoch 0: |          | 2043/? [14:20<00:00,  2.37it/s]
Epoch 0: |          | 2044/? [14:21<00:00,  2.37it/s]
Epoch 0: |          | 2044/? [14:21<00:00,  2.37it/s]
Epoch 0: |          | 2045/? [14:21<00:00,  2.37it/s]
Epoch 0: |          | 2045/? [14:21<00:00,  2.37it/s]
Epoch 0: |          | 2046/? [14:22<00:00,  2.37it/s]
Epoch 0: |          | 2046/? [14:22<00:00,  2.37it/s]
Epoch 0: |          | 2047/? [14:22<00:00,  2.37it/s]
Epoch 0: |          | 2047/? [14:22<00:00,  2.37it/s]
Epoch 0: |          | 2048/? [14:22<00:00,  2.37it/s]
Epoch 0: |          | 2048/? [14:22<00:00,  2.37it/s]
Epoch 0: |          | 2049/? [14:23<00:00,  2.37it/s]
Epoch 0: |          | 2049/? [14:23<00:00,  2.37it/s]
Epoch 0: |          | 2050/? [14:23<00:00,  2.37it/s]
Epoch 0: |          | 2050/? [14:23<00:00,  2.37it/s]
Epoch 0: |          | 2051/? [14:24<00:00,  2.37it/s]
Epoch 0: |          | 2051/? [14:24<00:00,  2.37it/s]
Epoch 0: |          | 2052/? [14:24<00:00,  2.37it/s]
Epoch 0: |          | 2052/? [14:24<00:00,  2.37it/s]
Epoch 0: |          | 2053/? [14:24<00:00,  2.37it/s]
Epoch 0: |          | 2053/? [14:24<00:00,  2.37it/s]
Epoch 0: |          | 2054/? [14:25<00:00,  2.37it/s]
Epoch 0: |          | 2054/? [14:25<00:00,  2.37it/s]
Epoch 0: |          | 2055/? [14:25<00:00,  2.37it/s]
Epoch 0: |          | 2055/? [14:25<00:00,  2.37it/s]
Epoch 0: |          | 2056/? [14:25<00:00,  2.37it/s]
Epoch 0: |          | 2056/? [14:25<00:00,  2.37it/s]
Epoch 0: |          | 2057/? [14:26<00:00,  2.37it/s]
Epoch 0: |          | 2057/? [14:26<00:00,  2.37it/s]
Epoch 0: |          | 2058/? [14:26<00:00,  2.37it/s]
Epoch 0: |          | 2058/? [14:26<00:00,  2.37it/s]
Epoch 0: |          | 2059/? [14:27<00:00,  2.37it/s]
Epoch 0: |          | 2059/? [14:27<00:00,  2.37it/s]
Epoch 0: |          | 2060/? [14:27<00:00,  2.37it/s]
Epoch 0: |          | 2060/? [14:27<00:00,  2.37it/s]
Epoch 0: |          | 2061/? [14:27<00:00,  2.37it/s]
Epoch 0: |          | 2061/? [14:27<00:00,  2.37it/s]
Epoch 0: |          | 2062/? [14:28<00:00,  2.38it/s]
Epoch 0: |          | 2062/? [14:28<00:00,  2.38it/s]
Epoch 0: |          | 2063/? [14:28<00:00,  2.38it/s]
Epoch 0: |          | 2063/? [14:28<00:00,  2.38it/s]
Epoch 0: |          | 2064/? [14:28<00:00,  2.38it/s]
Epoch 0: |          | 2064/? [14:28<00:00,  2.38it/s]
Epoch 0: |          | 2065/? [14:29<00:00,  2.38it/s]
Epoch 0: |          | 2065/? [14:29<00:00,  2.38it/s]
Epoch 0: |          | 2066/? [14:29<00:00,  2.38it/s]
Epoch 0: |          | 2066/? [14:29<00:00,  2.38it/s]
Epoch 0: |          | 2067/? [14:30<00:00,  2.38it/s]
Epoch 0: |          | 2067/? [14:30<00:00,  2.38it/s]
Epoch 0: |          | 2068/? [14:30<00:00,  2.38it/s]
Epoch 0: |          | 2068/? [14:30<00:00,  2.38it/s]
Epoch 0: |          | 2069/? [14:30<00:00,  2.38it/s]
Epoch 0: |          | 2069/? [14:30<00:00,  2.38it/s]
Epoch 0: |          | 2070/? [14:31<00:00,  2.38it/s]
Epoch 0: |          | 2070/? [14:31<00:00,  2.38it/s]
Epoch 0: |          | 2071/? [14:31<00:00,  2.38it/s]
Epoch 0: |          | 2071/? [14:31<00:00,  2.38it/s]
Epoch 0: |          | 2072/? [14:32<00:00,  2.38it/s]
Epoch 0: |          | 2072/? [14:32<00:00,  2.38it/s]
Epoch 0: |          | 2073/? [14:32<00:00,  2.38it/s]
Epoch 0: |          | 2073/? [14:32<00:00,  2.38it/s]
Epoch 0: |          | 2074/? [14:32<00:00,  2.38it/s]
Epoch 0: |          | 2074/? [14:32<00:00,  2.38it/s]
Epoch 0: |          | 2075/? [14:33<00:00,  2.38it/s]
Epoch 0: |          | 2075/? [14:33<00:00,  2.38it/s]
Epoch 0: |          | 2076/? [14:33<00:00,  2.38it/s]
Epoch 0: |          | 2076/? [14:33<00:00,  2.38it/s]
Epoch 0: |          | 2077/? [14:33<00:00,  2.38it/s]
Epoch 0: |          | 2077/? [14:33<00:00,  2.38it/s]
Epoch 0: |          | 2078/? [14:34<00:00,  2.38it/s]
Epoch 0: |          | 2078/? [14:34<00:00,  2.38it/s]
Epoch 0: |          | 2079/? [14:34<00:00,  2.38it/s]
Epoch 0: |          | 2079/? [14:34<00:00,  2.38it/s]
Epoch 0: |          | 2080/? [14:35<00:00,  2.38it/s]
Epoch 0: |          | 2080/? [14:35<00:00,  2.38it/s]
Epoch 0: |          | 2081/? [14:35<00:00,  2.38it/s]
Epoch 0: |          | 2081/? [14:35<00:00,  2.38it/s]
Epoch 0: |          | 2082/? [14:35<00:00,  2.38it/s]
Epoch 0: |          | 2082/? [14:35<00:00,  2.38it/s]
Epoch 0: |          | 2083/? [14:36<00:00,  2.38it/s]
Epoch 0: |          | 2083/? [14:36<00:00,  2.38it/s]
Epoch 0: |          | 2084/? [14:36<00:00,  2.38it/s]
Epoch 0: |          | 2084/? [14:36<00:00,  2.38it/s]
Epoch 0: |          | 2085/? [14:36<00:00,  2.38it/s]
Epoch 0: |          | 2085/? [14:36<00:00,  2.38it/s]
Epoch 0: |          | 2086/? [14:37<00:00,  2.38it/s]
Epoch 0: |          | 2086/? [14:37<00:00,  2.38it/s]
Epoch 0: |          | 2087/? [14:37<00:00,  2.38it/s]
Epoch 0: |          | 2087/? [14:37<00:00,  2.38it/s]
Epoch 0: |          | 2088/? [14:38<00:00,  2.38it/s]
Epoch 0: |          | 2088/? [14:38<00:00,  2.38it/s]
Epoch 0: |          | 2089/? [14:38<00:00,  2.38it/s]
Epoch 0: |          | 2089/? [14:38<00:00,  2.38it/s]
Epoch 0: |          | 2090/? [14:38<00:00,  2.38it/s]
Epoch 0: |          | 2090/? [14:38<00:00,  2.38it/s]
Epoch 0: |          | 2091/? [14:39<00:00,  2.38it/s]
Epoch 0: |          | 2091/? [14:39<00:00,  2.38it/s]
Epoch 0: |          | 2092/? [14:39<00:00,  2.38it/s]
Epoch 0: |          | 2092/? [14:39<00:00,  2.38it/s]
Epoch 0: |          | 2093/? [14:40<00:00,  2.38it/s]
Epoch 0: |          | 2093/? [14:40<00:00,  2.38it/s]
Epoch 0: |          | 2094/? [14:40<00:00,  2.38it/s]
Epoch 0: |          | 2094/? [14:40<00:00,  2.38it/s]
Epoch 0: |          | 2095/? [14:40<00:00,  2.38it/s]
Epoch 0: |          | 2095/? [14:40<00:00,  2.38it/s]
Epoch 0: |          | 2096/? [14:41<00:00,  2.38it/s]
Epoch 0: |          | 2096/? [14:41<00:00,  2.38it/s]
Epoch 0: |          | 2097/? [14:41<00:00,  2.38it/s]
Epoch 0: |          | 2097/? [14:41<00:00,  2.38it/s]
Epoch 0: |          | 2098/? [14:41<00:00,  2.38it/s]
Epoch 0: |          | 2098/? [14:41<00:00,  2.38it/s]
Epoch 0: |          | 2099/? [14:42<00:00,  2.38it/s]
Epoch 0: |          | 2099/? [14:42<00:00,  2.38it/s]
Epoch 0: |          | 2100/? [14:42<00:00,  2.38it/s]
Epoch 0: |          | 2100/? [14:42<00:00,  2.38it/s]
Epoch 0: |          | 2101/? [14:43<00:00,  2.38it/s]
Epoch 0: |          | 2101/? [14:43<00:00,  2.38it/s]
Epoch 0: |          | 2102/? [14:43<00:00,  2.38it/s]
Epoch 0: |          | 2102/? [14:43<00:00,  2.38it/s]
Epoch 0: |          | 2103/? [14:43<00:00,  2.38it/s]
Epoch 0: |          | 2103/? [14:43<00:00,  2.38it/s]
Epoch 0: |          | 2104/? [14:44<00:00,  2.38it/s]
Epoch 0: |          | 2104/? [14:44<00:00,  2.38it/s]
Epoch 0: |          | 2105/? [14:44<00:00,  2.38it/s]
Epoch 0: |          | 2105/? [14:44<00:00,  2.38it/s]
Epoch 0: |          | 2106/? [14:45<00:00,  2.38it/s]
Epoch 0: |          | 2106/? [14:45<00:00,  2.38it/s]
Epoch 0: |          | 2107/? [14:45<00:00,  2.38it/s]
Epoch 0: |          | 2107/? [14:45<00:00,  2.38it/s]
Epoch 0: |          | 2108/? [14:45<00:00,  2.38it/s]
Epoch 0: |          | 2108/? [14:45<00:00,  2.38it/s]
Epoch 0: |          | 2109/? [14:46<00:00,  2.38it/s]
Epoch 0: |          | 2109/? [14:46<00:00,  2.38it/s]
Epoch 0: |          | 2110/? [14:46<00:00,  2.38it/s]
Epoch 0: |          | 2110/? [14:46<00:00,  2.38it/s]
Epoch 0: |          | 2111/? [14:46<00:00,  2.38it/s]
Epoch 0: |          | 2111/? [14:46<00:00,  2.38it/s]
Epoch 0: |          | 2112/? [14:47<00:00,  2.38it/s]
Epoch 0: |          | 2112/? [14:47<00:00,  2.38it/s]
Epoch 0: |          | 2113/? [14:47<00:00,  2.38it/s]
Epoch 0: |          | 2113/? [14:47<00:00,  2.38it/s]
Epoch 0: |          | 2114/? [14:48<00:00,  2.38it/s]
Epoch 0: |          | 2114/? [14:48<00:00,  2.38it/s]
Epoch 0: |          | 2115/? [14:48<00:00,  2.38it/s]
Epoch 0: |          | 2115/? [14:48<00:00,  2.38it/s]
Epoch 0: |          | 2116/? [14:48<00:00,  2.38it/s]
Epoch 0: |          | 2116/? [14:48<00:00,  2.38it/s]
Epoch 0: |          | 2117/? [14:49<00:00,  2.38it/s]
Epoch 0: |          | 2117/? [14:49<00:00,  2.38it/s]
Epoch 0: |          | 2118/? [14:49<00:00,  2.38it/s]
Epoch 0: |          | 2118/? [14:49<00:00,  2.38it/s]
Epoch 0: |          | 2119/? [14:50<00:00,  2.38it/s]
Epoch 0: |          | 2119/? [14:50<00:00,  2.38it/s]
Epoch 0: |          | 2120/? [14:50<00:00,  2.38it/s]
Epoch 0: |          | 2120/? [14:50<00:00,  2.38it/s]
Epoch 0: |          | 2121/? [14:50<00:00,  2.38it/s]
Epoch 0: |          | 2121/? [14:50<00:00,  2.38it/s]
Epoch 0: |          | 2122/? [14:51<00:00,  2.38it/s]
Epoch 0: |          | 2122/? [14:51<00:00,  2.38it/s]
Epoch 0: |          | 2123/? [14:51<00:00,  2.38it/s]
Epoch 0: |          | 2123/? [14:51<00:00,  2.38it/s]
Epoch 0: |          | 2124/? [14:51<00:00,  2.38it/s]
Epoch 0: |          | 2124/? [14:51<00:00,  2.38it/s]
Epoch 0: |          | 2125/? [14:52<00:00,  2.38it/s]
Epoch 0: |          | 2125/? [14:52<00:00,  2.38it/s]
Epoch 0: |          | 2126/? [14:52<00:00,  2.38it/s]
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Epoch 0: |          | 2127/? [14:53<00:00,  2.38it/s]
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Epoch 0: |          | 2128/? [14:53<00:00,  2.38it/s]
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Epoch 0: |          | 2133/? [14:55<00:00,  2.38it/s]
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Epoch 0: |          | 2138/? [14:57<00:00,  2.38it/s]
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Epoch 0: |          | 2140/? [14:58<00:00,  2.38it/s]
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Epoch 0: |          | 2150/? [15:01<00:00,  2.38it/s]
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Epoch 0: |          | 2151/? [15:02<00:00,  2.38it/s]
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Epoch 0: |          | 2156/? [15:04<00:00,  2.38it/s]
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Epoch 0: |          | 2159/? [15:05<00:00,  2.38it/s]
Epoch 0: |          | 2159/? [15:05<00:00,  2.38it/s]
Epoch 0: |          | 2160/? [15:05<00:00,  2.38it/s]
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Epoch 0: |          | 2161/? [15:06<00:00,  2.38it/s]
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Epoch 0: |          | 2162/? [15:06<00:00,  2.38it/s]
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Epoch 0: |          | 2163/? [15:06<00:00,  2.39it/s]
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Epoch 0: |          | 2164/? [15:07<00:00,  2.39it/s]
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Epoch 0: |          | 2166/? [15:08<00:00,  2.39it/s]
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Epoch 0: |          | 2167/? [15:08<00:00,  2.39it/s]
Epoch 0: |          | 2167/? [15:08<00:00,  2.39it/s]
Epoch 0: |          | 2168/? [15:08<00:00,  2.39it/s]
Epoch 0: |          | 2168/? [15:08<00:00,  2.39it/s]
Epoch 0: |          | 2169/? [15:09<00:00,  2.39it/s]
Epoch 0: |          | 2169/? [15:09<00:00,  2.39it/s]
Epoch 0: |          | 2170/? [15:09<00:00,  2.39it/s]
Epoch 0: |          | 2170/? [15:09<00:00,  2.39it/s]
Epoch 0: |          | 2171/? [15:09<00:00,  2.39it/s]
Epoch 0: |          | 2171/? [15:09<00:00,  2.39it/s]
Epoch 0: |          | 2172/? [15:10<00:00,  2.39it/s]
Epoch 0: |          | 2172/? [15:10<00:00,  2.39it/s]
Epoch 0: |          | 2173/? [15:10<00:00,  2.39it/s]
Epoch 0: |          | 2173/? [15:10<00:00,  2.39it/s]
Epoch 0: |          | 2174/? [15:11<00:00,  2.39it/s]
Epoch 0: |          | 2174/? [15:11<00:00,  2.39it/s]
Epoch 0: |          | 2175/? [15:11<00:00,  2.39it/s]
Epoch 0: |          | 2175/? [15:11<00:00,  2.39it/s]
Epoch 0: |          | 2176/? [15:11<00:00,  2.39it/s]
Epoch 0: |          | 2176/? [15:11<00:00,  2.39it/s]
Epoch 0: |          | 2177/? [15:12<00:00,  2.39it/s]
Epoch 0: |          | 2177/? [15:12<00:00,  2.39it/s]
Epoch 0: |          | 2178/? [15:12<00:00,  2.39it/s]
Epoch 0: |          | 2178/? [15:12<00:00,  2.39it/s]
Epoch 0: |          | 2179/? [15:13<00:00,  2.39it/s]
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Epoch 0: |          | 2180/? [15:13<00:00,  2.39it/s]
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Epoch 0: |          | 2181/? [15:13<00:00,  2.39it/s]
Epoch 0: |          | 2181/? [15:13<00:00,  2.39it/s]
Epoch 0: |          | 2182/? [15:14<00:00,  2.39it/s]
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Epoch 0: |          | 2185/? [15:15<00:00,  2.39it/s]
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Epoch 0: |          | 2186/? [15:15<00:00,  2.39it/s]
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Epoch 0: |          | 2187/? [15:16<00:00,  2.39it/s]
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Epoch 0: |          | 2188/? [15:16<00:00,  2.39it/s]
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Epoch 0: |          | 2189/? [15:16<00:00,  2.39it/s]
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Epoch 0: |          | 2190/? [15:17<00:00,  2.39it/s]
Epoch 0: |          | 2190/? [15:17<00:00,  2.39it/s]
Epoch 0: |          | 2191/? [15:17<00:00,  2.39it/s]
Epoch 0: |          | 2191/? [15:17<00:00,  2.39it/s]
Epoch 0: |          | 2192/? [15:17<00:00,  2.39it/s]
Epoch 0: |          | 2192/? [15:17<00:00,  2.39it/s]
Epoch 0: |          | 2193/? [15:18<00:00,  2.39it/s]
Epoch 0: |          | 2193/? [15:18<00:00,  2.39it/s]
Epoch 0: |          | 2194/? [15:18<00:00,  2.39it/s]
Epoch 0: |          | 2194/? [15:18<00:00,  2.39it/s]
Epoch 0: |          | 2195/? [15:19<00:00,  2.39it/s]
Epoch 0: |          | 2195/? [15:19<00:00,  2.39it/s]
Epoch 0: |          | 2196/? [15:19<00:00,  2.39it/s]
Epoch 0: |          | 2196/? [15:19<00:00,  2.39it/s]
Epoch 0: |          | 2197/? [15:19<00:00,  2.39it/s]
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Epoch 0: |          | 2198/? [15:20<00:00,  2.39it/s]
Epoch 0: |          | 2198/? [15:20<00:00,  2.39it/s]
Epoch 0: |          | 2199/? [15:20<00:00,  2.39it/s]
Epoch 0: |          | 2199/? [15:20<00:00,  2.39it/s]
Epoch 0: |          | 2200/? [15:21<00:00,  2.39it/s]
Epoch 0: |          | 2200/? [15:21<00:00,  2.39it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  8.57it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.19it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.36it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.26it/s]

Epoch 0: |          | 2200/? [15:21<00:00,  2.39it/s]
Epoch 0: |          | 2201/? [15:21<00:00,  2.39it/s]
Epoch 0: |          | 2201/? [15:21<00:00,  2.39it/s]
Epoch 0: |          | 2202/? [15:22<00:00,  2.39it/s]
Epoch 0: |          | 2202/? [15:22<00:00,  2.39it/s]
Epoch 0: |          | 2203/? [15:22<00:00,  2.39it/s]
Epoch 0: |          | 2203/? [15:22<00:00,  2.39it/s]
Epoch 0: |          | 2204/? [15:23<00:00,  2.39it/s]
Epoch 0: |          | 2204/? [15:23<00:00,  2.39it/s]
Epoch 0: |          | 2205/? [15:23<00:00,  2.39it/s]
Epoch 0: |          | 2205/? [15:23<00:00,  2.39it/s]
Epoch 0: |          | 2206/? [15:23<00:00,  2.39it/s]
Epoch 0: |          | 2206/? [15:23<00:00,  2.39it/s]
Epoch 0: |          | 2207/? [15:24<00:00,  2.39it/s]
Epoch 0: |          | 2207/? [15:24<00:00,  2.39it/s]
Epoch 0: |          | 2208/? [15:24<00:00,  2.39it/s]
Epoch 0: |          | 2208/? [15:24<00:00,  2.39it/s]
Epoch 0: |          | 2209/? [15:24<00:00,  2.39it/s]
Epoch 0: |          | 2209/? [15:24<00:00,  2.39it/s]
Epoch 0: |          | 2210/? [15:25<00:00,  2.39it/s]
Epoch 0: |          | 2210/? [15:25<00:00,  2.39it/s]
Epoch 0: |          | 2211/? [15:25<00:00,  2.39it/s]
Epoch 0: |          | 2211/? [15:25<00:00,  2.39it/s]
Epoch 0: |          | 2212/? [15:26<00:00,  2.39it/s]
Epoch 0: |          | 2212/? [15:26<00:00,  2.39it/s]
Epoch 0: |          | 2213/? [15:26<00:00,  2.39it/s]
Epoch 0: |          | 2213/? [15:26<00:00,  2.39it/s]
Epoch 0: |          | 2214/? [15:26<00:00,  2.39it/s]
Epoch 0: |          | 2214/? [15:26<00:00,  2.39it/s]
Epoch 0: |          | 2215/? [15:27<00:00,  2.39it/s]
Epoch 0: |          | 2215/? [15:27<00:00,  2.39it/s]
Epoch 0: |          | 2216/? [15:27<00:00,  2.39it/s]
Epoch 0: |          | 2216/? [15:27<00:00,  2.39it/s]
Epoch 0: |          | 2217/? [15:28<00:00,  2.39it/s]
Epoch 0: |          | 2217/? [15:28<00:00,  2.39it/s]
Epoch 0: |          | 2218/? [15:28<00:00,  2.39it/s]
Epoch 0: |          | 2218/? [15:28<00:00,  2.39it/s]
Epoch 0: |          | 2219/? [15:28<00:00,  2.39it/s]
Epoch 0: |          | 2219/? [15:28<00:00,  2.39it/s]
Epoch 0: |          | 2220/? [15:29<00:00,  2.39it/s]
Epoch 0: |          | 2220/? [15:29<00:00,  2.39it/s]
Epoch 0: |          | 2221/? [15:29<00:00,  2.39it/s]
Epoch 0: |          | 2221/? [15:29<00:00,  2.39it/s]
Epoch 0: |          | 2222/? [15:29<00:00,  2.39it/s]
Epoch 0: |          | 2222/? [15:29<00:00,  2.39it/s]
Epoch 0: |          | 2223/? [15:30<00:00,  2.39it/s]
Epoch 0: |          | 2223/? [15:30<00:00,  2.39it/s]
Epoch 0: |          | 2224/? [15:30<00:00,  2.39it/s]
Epoch 0: |          | 2224/? [15:30<00:00,  2.39it/s]
Epoch 0: |          | 2225/? [15:31<00:00,  2.39it/s]
Epoch 0: |          | 2225/? [15:31<00:00,  2.39it/s]
Epoch 0: |          | 2226/? [15:31<00:00,  2.39it/s]
Epoch 0: |          | 2226/? [15:31<00:00,  2.39it/s]
Epoch 0: |          | 2227/? [15:31<00:00,  2.39it/s]
Epoch 0: |          | 2227/? [15:31<00:00,  2.39it/s]
Epoch 0: |          | 2228/? [15:32<00:00,  2.39it/s]
Epoch 0: |          | 2228/? [15:32<00:00,  2.39it/s]
Epoch 0: |          | 2229/? [15:32<00:00,  2.39it/s]
Epoch 0: |          | 2229/? [15:32<00:00,  2.39it/s]
Epoch 0: |          | 2230/? [15:33<00:00,  2.39it/s]
Epoch 0: |          | 2230/? [15:33<00:00,  2.39it/s]
Epoch 0: |          | 2231/? [15:33<00:00,  2.39it/s]
Epoch 0: |          | 2231/? [15:33<00:00,  2.39it/s]
Epoch 0: |          | 2232/? [15:33<00:00,  2.39it/s]
Epoch 0: |          | 2232/? [15:33<00:00,  2.39it/s]
Epoch 0: |          | 2233/? [15:34<00:00,  2.39it/s]
Epoch 0: |          | 2233/? [15:34<00:00,  2.39it/s]
Epoch 0: |          | 2234/? [15:34<00:00,  2.39it/s]
Epoch 0: |          | 2234/? [15:34<00:00,  2.39it/s]
Epoch 0: |          | 2235/? [15:34<00:00,  2.39it/s]
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Epoch 0: |          | 2236/? [15:35<00:00,  2.39it/s]
Epoch 0: |          | 2236/? [15:35<00:00,  2.39it/s]
Epoch 0: |          | 2237/? [15:35<00:00,  2.39it/s]
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Epoch 0: |          | 2238/? [15:36<00:00,  2.39it/s]
Epoch 0: |          | 2238/? [15:36<00:00,  2.39it/s]
Epoch 0: |          | 2239/? [15:36<00:00,  2.39it/s]
Epoch 0: |          | 2239/? [15:36<00:00,  2.39it/s]
Epoch 0: |          | 2240/? [15:36<00:00,  2.39it/s]
Epoch 0: |          | 2240/? [15:36<00:00,  2.39it/s]
Epoch 0: |          | 2241/? [15:37<00:00,  2.39it/s]
Epoch 0: |          | 2241/? [15:37<00:00,  2.39it/s]
Epoch 0: |          | 2242/? [15:37<00:00,  2.39it/s]
Epoch 0: |          | 2242/? [15:37<00:00,  2.39it/s]
Epoch 0: |          | 2243/? [15:37<00:00,  2.39it/s]
Epoch 0: |          | 2243/? [15:37<00:00,  2.39it/s]
Epoch 0: |          | 2244/? [15:38<00:00,  2.39it/s]
Epoch 0: |          | 2244/? [15:38<00:00,  2.39it/s]
Epoch 0: |          | 2245/? [15:38<00:00,  2.39it/s]
Epoch 0: |          | 2245/? [15:38<00:00,  2.39it/s]
Epoch 0: |          | 2246/? [15:39<00:00,  2.39it/s]
Epoch 0: |          | 2246/? [15:39<00:00,  2.39it/s]
Epoch 0: |          | 2247/? [15:39<00:00,  2.39it/s]
Epoch 0: |          | 2247/? [15:39<00:00,  2.39it/s]
Epoch 0: |          | 2248/? [15:39<00:00,  2.39it/s]
Epoch 0: |          | 2248/? [15:39<00:00,  2.39it/s]
Epoch 0: |          | 2249/? [15:40<00:00,  2.39it/s]
Epoch 0: |          | 2249/? [15:40<00:00,  2.39it/s]
Epoch 0: |          | 2250/? [15:40<00:00,  2.39it/s]
Epoch 0: |          | 2250/? [15:40<00:00,  2.39it/s]
Epoch 0: |          | 2251/? [15:41<00:00,  2.39it/s]
Epoch 0: |          | 2251/? [15:41<00:00,  2.39it/s]
Epoch 0: |          | 2252/? [15:41<00:00,  2.39it/s]
Epoch 0: |          | 2252/? [15:41<00:00,  2.39it/s]
Epoch 0: |          | 2253/? [15:41<00:00,  2.39it/s]
Epoch 0: |          | 2253/? [15:41<00:00,  2.39it/s]
Epoch 0: |          | 2254/? [15:42<00:00,  2.39it/s]
Epoch 0: |          | 2254/? [15:42<00:00,  2.39it/s]
Epoch 0: |          | 2255/? [15:42<00:00,  2.39it/s]
Epoch 0: |          | 2255/? [15:42<00:00,  2.39it/s]
Epoch 0: |          | 2256/? [15:42<00:00,  2.39it/s]
Epoch 0: |          | 2256/? [15:42<00:00,  2.39it/s]
Epoch 0: |          | 2257/? [15:43<00:00,  2.39it/s]
Epoch 0: |          | 2257/? [15:43<00:00,  2.39it/s]
Epoch 0: |          | 2258/? [15:43<00:00,  2.39it/s]
Epoch 0: |          | 2258/? [15:43<00:00,  2.39it/s]
Epoch 0: |          | 2259/? [15:44<00:00,  2.39it/s]
Epoch 0: |          | 2259/? [15:44<00:00,  2.39it/s]
Epoch 0: |          | 2260/? [15:44<00:00,  2.39it/s]
Epoch 0: |          | 2260/? [15:44<00:00,  2.39it/s]
Epoch 0: |          | 2261/? [15:44<00:00,  2.39it/s]
Epoch 0: |          | 2261/? [15:44<00:00,  2.39it/s]
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Epoch 0: |          | 2281/? [15:52<00:00,  2.39it/s]
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Epoch 0: |          | 2282/? [15:52<00:00,  2.39it/s]
Epoch 0: |          | 2282/? [15:52<00:00,  2.39it/s]
Epoch 0: |          | 2283/? [15:53<00:00,  2.40it/s]
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Epoch 0: |          | 2284/? [15:53<00:00,  2.40it/s]
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Epoch 0: |          | 2292/? [15:56<00:00,  2.40it/s]
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Epoch 0: |          | 2293/? [15:57<00:00,  2.40it/s]
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Epoch 0: |          | 2294/? [15:57<00:00,  2.40it/s]
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Epoch 0: |          | 2295/? [15:57<00:00,  2.40it/s]
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Epoch 0: |          | 2296/? [15:58<00:00,  2.40it/s]
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Epoch 0: |          | 2297/? [15:58<00:00,  2.40it/s]
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Epoch 0: |          | 2298/? [15:58<00:00,  2.40it/s]
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Epoch 0: |          | 2299/? [15:59<00:00,  2.40it/s]
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Epoch 0: |          | 2300/? [15:59<00:00,  2.40it/s]
Epoch 0: |          | 2300/? [15:59<00:00,  2.40it/s]
Epoch 0: |          | 2301/? [16:00<00:00,  2.40it/s]
Epoch 0: |          | 2301/? [16:00<00:00,  2.40it/s]
Epoch 0: |          | 2302/? [16:00<00:00,  2.40it/s]
Epoch 0: |          | 2302/? [16:00<00:00,  2.40it/s]
Epoch 0: |          | 2303/? [16:00<00:00,  2.40it/s]
Epoch 0: |          | 2303/? [16:00<00:00,  2.40it/s]
Epoch 0: |          | 2304/? [16:01<00:00,  2.40it/s]
Epoch 0: |          | 2304/? [16:01<00:00,  2.40it/s]
Epoch 0: |          | 2305/? [16:01<00:00,  2.40it/s]
Epoch 0: |          | 2305/? [16:01<00:00,  2.40it/s]
Epoch 0: |          | 2306/? [16:02<00:00,  2.40it/s]
Epoch 0: |          | 2306/? [16:02<00:00,  2.40it/s]
Epoch 0: |          | 2307/? [16:02<00:00,  2.40it/s]
Epoch 0: |          | 2307/? [16:02<00:00,  2.40it/s]
Epoch 0: |          | 2308/? [16:02<00:00,  2.40it/s]
Epoch 0: |          | 2308/? [16:02<00:00,  2.40it/s]
Epoch 0: |          | 2309/? [16:03<00:00,  2.40it/s]
Epoch 0: |          | 2309/? [16:03<00:00,  2.40it/s]
Epoch 0: |          | 2310/? [16:03<00:00,  2.40it/s]
Epoch 0: |          | 2310/? [16:03<00:00,  2.40it/s]
Epoch 0: |          | 2311/? [16:03<00:00,  2.40it/s]
Epoch 0: |          | 2311/? [16:03<00:00,  2.40it/s]
Epoch 0: |          | 2312/? [16:04<00:00,  2.40it/s]
Epoch 0: |          | 2312/? [16:04<00:00,  2.40it/s]
Epoch 0: |          | 2313/? [16:04<00:00,  2.40it/s]
Epoch 0: |          | 2313/? [16:04<00:00,  2.40it/s]
Epoch 0: |          | 2314/? [16:05<00:00,  2.40it/s]
Epoch 0: |          | 2314/? [16:05<00:00,  2.40it/s]
Epoch 0: |          | 2315/? [16:05<00:00,  2.40it/s]
Epoch 0: |          | 2315/? [16:05<00:00,  2.40it/s]
Epoch 0: |          | 2316/? [16:05<00:00,  2.40it/s]
Epoch 0: |          | 2316/? [16:05<00:00,  2.40it/s]
Epoch 0: |          | 2317/? [16:06<00:00,  2.40it/s]
Epoch 0: |          | 2317/? [16:06<00:00,  2.40it/s]
Epoch 0: |          | 2318/? [16:06<00:00,  2.40it/s]
Epoch 0: |          | 2318/? [16:06<00:00,  2.40it/s]
Epoch 0: |          | 2319/? [16:06<00:00,  2.40it/s]
Epoch 0: |          | 2319/? [16:06<00:00,  2.40it/s]
Epoch 0: |          | 2320/? [16:07<00:00,  2.40it/s]
Epoch 0: |          | 2320/? [16:07<00:00,  2.40it/s]
Epoch 0: |          | 2321/? [16:07<00:00,  2.40it/s]
Epoch 0: |          | 2321/? [16:07<00:00,  2.40it/s]
Epoch 0: |          | 2322/? [16:08<00:00,  2.40it/s]
Epoch 0: |          | 2322/? [16:08<00:00,  2.40it/s]
Epoch 0: |          | 2323/? [16:08<00:00,  2.40it/s]
Epoch 0: |          | 2323/? [16:08<00:00,  2.40it/s]
Epoch 0: |          | 2324/? [16:08<00:00,  2.40it/s]
Epoch 0: |          | 2324/? [16:08<00:00,  2.40it/s]
Epoch 0: |          | 2325/? [16:09<00:00,  2.40it/s]
Epoch 0: |          | 2325/? [16:09<00:00,  2.40it/s]
Epoch 0: |          | 2326/? [16:09<00:00,  2.40it/s]
Epoch 0: |          | 2326/? [16:09<00:00,  2.40it/s]
Epoch 0: |          | 2327/? [16:10<00:00,  2.40it/s]
Epoch 0: |          | 2327/? [16:10<00:00,  2.40it/s]
Epoch 0: |          | 2328/? [16:10<00:00,  2.40it/s]
Epoch 0: |          | 2328/? [16:10<00:00,  2.40it/s]
Epoch 0: |          | 2329/? [16:10<00:00,  2.40it/s]
Epoch 0: |          | 2329/? [16:10<00:00,  2.40it/s]
Epoch 0: |          | 2330/? [16:11<00:00,  2.40it/s]
Epoch 0: |          | 2330/? [16:11<00:00,  2.40it/s]
Epoch 0: |          | 2331/? [16:11<00:00,  2.40it/s]
Epoch 0: |          | 2331/? [16:11<00:00,  2.40it/s]
Epoch 0: |          | 2332/? [16:11<00:00,  2.40it/s]
Epoch 0: |          | 2332/? [16:11<00:00,  2.40it/s]
Epoch 0: |          | 2333/? [16:12<00:00,  2.40it/s]
Epoch 0: |          | 2333/? [16:12<00:00,  2.40it/s]
Epoch 0: |          | 2334/? [16:12<00:00,  2.40it/s]
Epoch 0: |          | 2334/? [16:12<00:00,  2.40it/s]
Epoch 0: |          | 2335/? [16:13<00:00,  2.40it/s]
Epoch 0: |          | 2335/? [16:13<00:00,  2.40it/s]
Epoch 0: |          | 2336/? [16:13<00:00,  2.40it/s]
Epoch 0: |          | 2336/? [16:13<00:00,  2.40it/s]
Epoch 0: |          | 2337/? [16:13<00:00,  2.40it/s]
Epoch 0: |          | 2337/? [16:13<00:00,  2.40it/s]
Epoch 0: |          | 2338/? [16:14<00:00,  2.40it/s]
Epoch 0: |          | 2338/? [16:14<00:00,  2.40it/s]
Epoch 0: |          | 2339/? [16:14<00:00,  2.40it/s]
Epoch 0: |          | 2339/? [16:14<00:00,  2.40it/s]
Epoch 0: |          | 2340/? [16:14<00:00,  2.40it/s]
Epoch 0: |          | 2340/? [16:14<00:00,  2.40it/s]
Epoch 0: |          | 2341/? [16:15<00:00,  2.40it/s]
Epoch 0: |          | 2341/? [16:15<00:00,  2.40it/s]
Epoch 0: |          | 2342/? [16:15<00:00,  2.40it/s]
Epoch 0: |          | 2342/? [16:15<00:00,  2.40it/s]
Epoch 0: |          | 2343/? [16:16<00:00,  2.40it/s]
Epoch 0: |          | 2343/? [16:16<00:00,  2.40it/s]
Epoch 0: |          | 2344/? [16:16<00:00,  2.40it/s]
Epoch 0: |          | 2344/? [16:16<00:00,  2.40it/s]
Epoch 0: |          | 2345/? [16:16<00:00,  2.40it/s]
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Epoch 0: |          | 2346/? [16:17<00:00,  2.40it/s]
Epoch 0: |          | 2346/? [16:17<00:00,  2.40it/s]
Epoch 0: |          | 2347/? [16:17<00:00,  2.40it/s]
Epoch 0: |          | 2347/? [16:17<00:00,  2.40it/s]
Epoch 0: |          | 2348/? [16:17<00:00,  2.40it/s]
Epoch 0: |          | 2348/? [16:17<00:00,  2.40it/s]
Epoch 0: |          | 2349/? [16:18<00:00,  2.40it/s]
Epoch 0: |          | 2349/? [16:18<00:00,  2.40it/s]
Epoch 0: |          | 2350/? [16:18<00:00,  2.40it/s]
Epoch 0: |          | 2350/? [16:18<00:00,  2.40it/s]
Epoch 0: |          | 2351/? [16:19<00:00,  2.40it/s]
Epoch 0: |          | 2351/? [16:19<00:00,  2.40it/s]
Epoch 0: |          | 2352/? [16:19<00:00,  2.40it/s]
Epoch 0: |          | 2352/? [16:19<00:00,  2.40it/s]
Epoch 0: |          | 2353/? [16:19<00:00,  2.40it/s]
Epoch 0: |          | 2353/? [16:19<00:00,  2.40it/s]
Epoch 0: |          | 2354/? [16:20<00:00,  2.40it/s]
Epoch 0: |          | 2354/? [16:20<00:00,  2.40it/s]
Epoch 0: |          | 2355/? [16:20<00:00,  2.40it/s]
Epoch 0: |          | 2355/? [16:20<00:00,  2.40it/s]
Epoch 0: |          | 2356/? [16:21<00:00,  2.40it/s]
Epoch 0: |          | 2356/? [16:21<00:00,  2.40it/s]
Epoch 0: |          | 2357/? [16:21<00:00,  2.40it/s]
Epoch 0: |          | 2357/? [16:21<00:00,  2.40it/s]
Epoch 0: |          | 2358/? [16:21<00:00,  2.40it/s]
Epoch 0: |          | 2358/? [16:21<00:00,  2.40it/s]
Epoch 0: |          | 2359/? [16:22<00:00,  2.40it/s]
Epoch 0: |          | 2359/? [16:22<00:00,  2.40it/s]
Epoch 0: |          | 2360/? [16:22<00:00,  2.40it/s]
Epoch 0: |          | 2360/? [16:22<00:00,  2.40it/s]
Epoch 0: |          | 2361/? [16:22<00:00,  2.40it/s]
Epoch 0: |          | 2361/? [16:22<00:00,  2.40it/s]
Epoch 0: |          | 2362/? [16:23<00:00,  2.40it/s]
Epoch 0: |          | 2362/? [16:23<00:00,  2.40it/s]
Epoch 0: |          | 2363/? [16:23<00:00,  2.40it/s]
Epoch 0: |          | 2363/? [16:23<00:00,  2.40it/s]
Epoch 0: |          | 2364/? [16:24<00:00,  2.40it/s]
Epoch 0: |          | 2364/? [16:24<00:00,  2.40it/s]
Epoch 0: |          | 2365/? [16:24<00:00,  2.40it/s]
Epoch 0: |          | 2365/? [16:24<00:00,  2.40it/s]
Epoch 0: |          | 2366/? [16:24<00:00,  2.40it/s]
Epoch 0: |          | 2366/? [16:24<00:00,  2.40it/s]
Epoch 0: |          | 2367/? [16:25<00:00,  2.40it/s]
Epoch 0: |          | 2367/? [16:25<00:00,  2.40it/s]
Epoch 0: |          | 2368/? [16:25<00:00,  2.40it/s]
Epoch 0: |          | 2368/? [16:25<00:00,  2.40it/s]
Epoch 0: |          | 2369/? [16:25<00:00,  2.40it/s]
Epoch 0: |          | 2369/? [16:25<00:00,  2.40it/s]
Epoch 0: |          | 2370/? [16:26<00:00,  2.40it/s]
Epoch 0: |          | 2370/? [16:26<00:00,  2.40it/s]
Epoch 0: |          | 2371/? [16:26<00:00,  2.40it/s]
Epoch 0: |          | 2371/? [16:26<00:00,  2.40it/s]
Epoch 0: |          | 2372/? [16:27<00:00,  2.40it/s]
Epoch 0: |          | 2372/? [16:27<00:00,  2.40it/s]
Epoch 0: |          | 2373/? [16:27<00:00,  2.40it/s]
Epoch 0: |          | 2373/? [16:27<00:00,  2.40it/s]
Epoch 0: |          | 2374/? [16:27<00:00,  2.40it/s]
Epoch 0: |          | 2374/? [16:27<00:00,  2.40it/s]
Epoch 0: |          | 2375/? [16:28<00:00,  2.40it/s]
Epoch 0: |          | 2375/? [16:28<00:00,  2.40it/s]
Epoch 0: |          | 2376/? [16:28<00:00,  2.40it/s]
Epoch 0: |          | 2376/? [16:28<00:00,  2.40it/s]
Epoch 0: |          | 2377/? [16:29<00:00,  2.40it/s]
Epoch 0: |          | 2377/? [16:29<00:00,  2.40it/s]
Epoch 0: |          | 2378/? [16:29<00:00,  2.40it/s]
Epoch 0: |          | 2378/? [16:29<00:00,  2.40it/s]
Epoch 0: |          | 2379/? [16:29<00:00,  2.40it/s]
Epoch 0: |          | 2379/? [16:29<00:00,  2.40it/s]
Epoch 0: |          | 2380/? [16:30<00:00,  2.40it/s]
Epoch 0: |          | 2380/? [16:30<00:00,  2.40it/s]
Epoch 0: |          | 2381/? [16:30<00:00,  2.40it/s]
Epoch 0: |          | 2381/? [16:30<00:00,  2.40it/s]
Epoch 0: |          | 2382/? [16:30<00:00,  2.40it/s]
Epoch 0: |          | 2382/? [16:30<00:00,  2.40it/s]
Epoch 0: |          | 2383/? [16:31<00:00,  2.40it/s]
Epoch 0: |          | 2383/? [16:31<00:00,  2.40it/s]
Epoch 0: |          | 2384/? [16:31<00:00,  2.40it/s]
Epoch 0: |          | 2384/? [16:31<00:00,  2.40it/s]
Epoch 0: |          | 2385/? [16:32<00:00,  2.40it/s]
Epoch 0: |          | 2385/? [16:32<00:00,  2.40it/s]
Epoch 0: |          | 2386/? [16:32<00:00,  2.40it/s]
Epoch 0: |          | 2386/? [16:32<00:00,  2.40it/s]
Epoch 0: |          | 2387/? [16:32<00:00,  2.40it/s]
Epoch 0: |          | 2387/? [16:32<00:00,  2.40it/s]
Epoch 0: |          | 2388/? [16:33<00:00,  2.40it/s]
Epoch 0: |          | 2388/? [16:33<00:00,  2.40it/s]
Epoch 0: |          | 2389/? [16:33<00:00,  2.40it/s]
Epoch 0: |          | 2389/? [16:33<00:00,  2.40it/s]
Epoch 0: |          | 2390/? [16:34<00:00,  2.40it/s]
Epoch 0: |          | 2390/? [16:34<00:00,  2.40it/s]
Epoch 0: |          | 2391/? [16:34<00:00,  2.40it/s]
Epoch 0: |          | 2391/? [16:34<00:00,  2.40it/s]
Epoch 0: |          | 2392/? [16:34<00:00,  2.40it/s]
Epoch 0: |          | 2392/? [16:34<00:00,  2.40it/s]
Epoch 0: |          | 2393/? [16:35<00:00,  2.40it/s]
Epoch 0: |          | 2393/? [16:35<00:00,  2.40it/s]
Epoch 0: |          | 2394/? [16:35<00:00,  2.40it/s]
Epoch 0: |          | 2394/? [16:35<00:00,  2.40it/s]
Epoch 0: |          | 2395/? [16:35<00:00,  2.40it/s]
Epoch 0: |          | 2395/? [16:35<00:00,  2.40it/s]
Epoch 0: |          | 2396/? [16:36<00:00,  2.40it/s]
Epoch 0: |          | 2396/? [16:36<00:00,  2.40it/s]
Epoch 0: |          | 2397/? [16:36<00:00,  2.40it/s]
Epoch 0: |          | 2397/? [16:36<00:00,  2.40it/s]
Epoch 0: |          | 2398/? [16:37<00:00,  2.41it/s]
Epoch 0: |          | 2398/? [16:37<00:00,  2.41it/s]
Epoch 0: |          | 2399/? [16:37<00:00,  2.41it/s]
Epoch 0: |          | 2399/? [16:37<00:00,  2.41it/s]
Epoch 0: |          | 2400/? [16:37<00:00,  2.41it/s]
Epoch 0: |          | 2400/? [16:37<00:00,  2.41it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  8.91it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.48it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.52it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.42it/s]

Epoch 0: |          | 2400/? [16:38<00:00,  2.40it/s]
Epoch 0: |          | 2401/? [16:38<00:00,  2.40it/s]
Epoch 0: |          | 2401/? [16:38<00:00,  2.40it/s]
Epoch 0: |          | 2402/? [16:39<00:00,  2.40it/s]
Epoch 0: |          | 2402/? [16:39<00:00,  2.40it/s]
Epoch 0: |          | 2403/? [16:39<00:00,  2.40it/s]
Epoch 0: |          | 2403/? [16:39<00:00,  2.40it/s]
Epoch 0: |          | 2404/? [16:39<00:00,  2.40it/s]
Epoch 0: |          | 2404/? [16:39<00:00,  2.40it/s]
Epoch 0: |          | 2405/? [16:40<00:00,  2.40it/s]
Epoch 0: |          | 2405/? [16:40<00:00,  2.40it/s]
Epoch 0: |          | 2406/? [16:40<00:00,  2.40it/s]
Epoch 0: |          | 2406/? [16:40<00:00,  2.40it/s]
Epoch 0: |          | 2407/? [16:40<00:00,  2.40it/s]
Epoch 0: |          | 2407/? [16:40<00:00,  2.40it/s]
Epoch 0: |          | 2408/? [16:41<00:00,  2.40it/s]
Epoch 0: |          | 2408/? [16:41<00:00,  2.40it/s]
Epoch 0: |          | 2409/? [16:41<00:00,  2.40it/s]
Epoch 0: |          | 2409/? [16:41<00:00,  2.40it/s]
Epoch 0: |          | 2410/? [16:42<00:00,  2.40it/s]
Epoch 0: |          | 2410/? [16:42<00:00,  2.40it/s]
Epoch 0: |          | 2411/? [16:42<00:00,  2.41it/s]
Epoch 0: |          | 2411/? [16:42<00:00,  2.41it/s]
Epoch 0: |          | 2412/? [16:42<00:00,  2.41it/s]
Epoch 0: |          | 2412/? [16:42<00:00,  2.41it/s]
Epoch 0: |          | 2413/? [16:43<00:00,  2.41it/s]
Epoch 0: |          | 2413/? [16:43<00:00,  2.41it/s]
Epoch 0: |          | 2414/? [16:43<00:00,  2.41it/s]
Epoch 0: |          | 2414/? [16:43<00:00,  2.41it/s]
Epoch 0: |          | 2415/? [16:43<00:00,  2.41it/s]
Epoch 0: |          | 2415/? [16:43<00:00,  2.41it/s]
Epoch 0: |          | 2416/? [16:44<00:00,  2.41it/s]
Epoch 0: |          | 2416/? [16:44<00:00,  2.41it/s]
Epoch 0: |          | 2417/? [16:44<00:00,  2.41it/s]
Epoch 0: |          | 2417/? [16:44<00:00,  2.41it/s]
Epoch 0: |          | 2418/? [16:45<00:00,  2.41it/s]
Epoch 0: |          | 2418/? [16:45<00:00,  2.41it/s]
Epoch 0: |          | 2419/? [16:45<00:00,  2.41it/s]
Epoch 0: |          | 2419/? [16:45<00:00,  2.41it/s]
Epoch 0: |          | 2420/? [16:45<00:00,  2.41it/s]
Epoch 0: |          | 2420/? [16:45<00:00,  2.41it/s]
Epoch 0: |          | 2421/? [16:46<00:00,  2.41it/s]
Epoch 0: |          | 2421/? [16:46<00:00,  2.41it/s]
Epoch 0: |          | 2422/? [16:46<00:00,  2.41it/s]
Epoch 0: |          | 2422/? [16:46<00:00,  2.41it/s]
Epoch 0: |          | 2423/? [16:47<00:00,  2.41it/s]
Epoch 0: |          | 2423/? [16:47<00:00,  2.41it/s]
Epoch 0: |          | 2424/? [16:47<00:00,  2.41it/s]
Epoch 0: |          | 2424/? [16:47<00:00,  2.41it/s]
Epoch 0: |          | 2425/? [16:47<00:00,  2.41it/s]
Epoch 0: |          | 2425/? [16:47<00:00,  2.41it/s]
Epoch 0: |          | 2426/? [16:48<00:00,  2.41it/s]
Epoch 0: |          | 2426/? [16:48<00:00,  2.41it/s]
Epoch 0: |          | 2427/? [16:48<00:00,  2.41it/s]
Epoch 0: |          | 2427/? [16:48<00:00,  2.41it/s]
Epoch 0: |          | 2428/? [16:48<00:00,  2.41it/s]
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Epoch 0: |          | 2429/? [16:49<00:00,  2.41it/s]
Epoch 0: |          | 2429/? [16:49<00:00,  2.41it/s]
Epoch 0: |          | 2430/? [16:49<00:00,  2.41it/s]
Epoch 0: |          | 2430/? [16:49<00:00,  2.41it/s]
Epoch 0: |          | 2431/? [16:50<00:00,  2.41it/s]
Epoch 0: |          | 2431/? [16:50<00:00,  2.41it/s]
Epoch 0: |          | 2432/? [16:50<00:00,  2.41it/s]
Epoch 0: |          | 2432/? [16:50<00:00,  2.41it/s]
Epoch 0: |          | 2433/? [16:50<00:00,  2.41it/s]
Epoch 0: |          | 2433/? [16:50<00:00,  2.41it/s]
Epoch 0: |          | 2434/? [16:51<00:00,  2.41it/s]
Epoch 0: |          | 2434/? [16:51<00:00,  2.41it/s]
Epoch 0: |          | 2435/? [16:51<00:00,  2.41it/s]
Epoch 0: |          | 2435/? [16:51<00:00,  2.41it/s]
Epoch 0: |          | 2436/? [16:51<00:00,  2.41it/s]
Epoch 0: |          | 2436/? [16:51<00:00,  2.41it/s]
Epoch 0: |          | 2437/? [16:52<00:00,  2.41it/s]
Epoch 0: |          | 2437/? [16:52<00:00,  2.41it/s]
Epoch 0: |          | 2438/? [16:52<00:00,  2.41it/s]
Epoch 0: |          | 2438/? [16:52<00:00,  2.41it/s]
Epoch 0: |          | 2439/? [16:53<00:00,  2.41it/s]
Epoch 0: |          | 2439/? [16:53<00:00,  2.41it/s]
Epoch 0: |          | 2440/? [16:53<00:00,  2.41it/s]
Epoch 0: |          | 2440/? [16:53<00:00,  2.41it/s]
Epoch 0: |          | 2441/? [16:53<00:00,  2.41it/s]
Epoch 0: |          | 2441/? [16:53<00:00,  2.41it/s]
Epoch 0: |          | 2442/? [16:54<00:00,  2.41it/s]
Epoch 0: |          | 2442/? [16:54<00:00,  2.41it/s]
Epoch 0: |          | 2443/? [16:54<00:00,  2.41it/s]
Epoch 0: |          | 2443/? [16:54<00:00,  2.41it/s]
Epoch 0: |          | 2444/? [16:55<00:00,  2.41it/s]
Epoch 0: |          | 2444/? [16:55<00:00,  2.41it/s]
Epoch 0: |          | 2445/? [16:55<00:00,  2.41it/s]
Epoch 0: |          | 2445/? [16:55<00:00,  2.41it/s]
Epoch 0: |          | 2446/? [16:55<00:00,  2.41it/s]
Epoch 0: |          | 2446/? [16:55<00:00,  2.41it/s]
Epoch 0: |          | 2447/? [16:56<00:00,  2.41it/s]
Epoch 0: |          | 2447/? [16:56<00:00,  2.41it/s]
Epoch 0: |          | 2448/? [16:56<00:00,  2.41it/s]
Epoch 0: |          | 2448/? [16:56<00:00,  2.41it/s]
Epoch 0: |          | 2449/? [16:56<00:00,  2.41it/s]
Epoch 0: |          | 2449/? [16:56<00:00,  2.41it/s]
Epoch 0: |          | 2450/? [16:57<00:00,  2.41it/s]
Epoch 0: |          | 2450/? [16:57<00:00,  2.41it/s]
Epoch 0: |          | 2451/? [16:57<00:00,  2.41it/s]
Epoch 0: |          | 2451/? [16:57<00:00,  2.41it/s]
Epoch 0: |          | 2452/? [16:58<00:00,  2.41it/s]
Epoch 0: |          | 2452/? [16:58<00:00,  2.41it/s]
Epoch 0: |          | 2453/? [16:58<00:00,  2.41it/s]
Epoch 0: |          | 2453/? [16:58<00:00,  2.41it/s]
Epoch 0: |          | 2454/? [16:58<00:00,  2.41it/s]
Epoch 0: |          | 2454/? [16:58<00:00,  2.41it/s]
Epoch 0: |          | 2455/? [16:59<00:00,  2.41it/s]
Epoch 0: |          | 2455/? [16:59<00:00,  2.41it/s]
Epoch 0: |          | 2456/? [16:59<00:00,  2.41it/s]
Epoch 0: |          | 2456/? [16:59<00:00,  2.41it/s]
Epoch 0: |          | 2457/? [16:59<00:00,  2.41it/s]
Epoch 0: |          | 2457/? [16:59<00:00,  2.41it/s]
Epoch 0: |          | 2458/? [17:00<00:00,  2.41it/s]
Epoch 0: |          | 2458/? [17:00<00:00,  2.41it/s]
Epoch 0: |          | 2459/? [17:00<00:00,  2.41it/s]
Epoch 0: |          | 2459/? [17:00<00:00,  2.41it/s]
Epoch 0: |          | 2460/? [17:01<00:00,  2.41it/s]
Epoch 0: |          | 2460/? [17:01<00:00,  2.41it/s]
Epoch 0: |          | 2461/? [17:01<00:00,  2.41it/s]
Epoch 0: |          | 2461/? [17:01<00:00,  2.41it/s]
Epoch 0: |          | 2462/? [17:01<00:00,  2.41it/s]
Epoch 0: |          | 2462/? [17:01<00:00,  2.41it/s]
Epoch 0: |          | 2463/? [17:02<00:00,  2.41it/s]
Epoch 0: |          | 2463/? [17:02<00:00,  2.41it/s]
Epoch 0: |          | 2464/? [17:02<00:00,  2.41it/s]
Epoch 0: |          | 2464/? [17:02<00:00,  2.41it/s]
Epoch 0: |          | 2465/? [17:02<00:00,  2.41it/s]
Epoch 0: |          | 2465/? [17:02<00:00,  2.41it/s]
Epoch 0: |          | 2466/? [17:03<00:00,  2.41it/s]
Epoch 0: |          | 2466/? [17:03<00:00,  2.41it/s]
Epoch 0: |          | 2467/? [17:03<00:00,  2.41it/s]
Epoch 0: |          | 2467/? [17:03<00:00,  2.41it/s]
Epoch 0: |          | 2468/? [17:04<00:00,  2.41it/s]
Epoch 0: |          | 2468/? [17:04<00:00,  2.41it/s]
Epoch 0: |          | 2469/? [17:04<00:00,  2.41it/s]
Epoch 0: |          | 2469/? [17:04<00:00,  2.41it/s]
Epoch 0: |          | 2470/? [17:04<00:00,  2.41it/s]
Epoch 0: |          | 2470/? [17:04<00:00,  2.41it/s]
Epoch 0: |          | 2471/? [17:05<00:00,  2.41it/s]
Epoch 0: |          | 2471/? [17:05<00:00,  2.41it/s]
Epoch 0: |          | 2472/? [17:05<00:00,  2.41it/s]
Epoch 0: |          | 2472/? [17:05<00:00,  2.41it/s]
Epoch 0: |          | 2473/? [17:06<00:00,  2.41it/s]
Epoch 0: |          | 2473/? [17:06<00:00,  2.41it/s]
Epoch 0: |          | 2474/? [17:06<00:00,  2.41it/s]
Epoch 0: |          | 2474/? [17:06<00:00,  2.41it/s]
Epoch 0: |          | 2475/? [17:06<00:00,  2.41it/s]
Epoch 0: |          | 2475/? [17:06<00:00,  2.41it/s]
Epoch 0: |          | 2476/? [17:07<00:00,  2.41it/s]
Epoch 0: |          | 2476/? [17:07<00:00,  2.41it/s]
Epoch 0: |          | 2477/? [17:07<00:00,  2.41it/s]
Epoch 0: |          | 2477/? [17:07<00:00,  2.41it/s]
Epoch 0: |          | 2478/? [17:07<00:00,  2.41it/s]
Epoch 0: |          | 2478/? [17:07<00:00,  2.41it/s]
Epoch 0: |          | 2479/? [17:08<00:00,  2.41it/s]
Epoch 0: |          | 2479/? [17:08<00:00,  2.41it/s]
Epoch 0: |          | 2480/? [17:08<00:00,  2.41it/s]
Epoch 0: |          | 2480/? [17:08<00:00,  2.41it/s]
Epoch 0: |          | 2481/? [17:09<00:00,  2.41it/s]
Epoch 0: |          | 2481/? [17:09<00:00,  2.41it/s]
Epoch 0: |          | 2482/? [17:09<00:00,  2.41it/s]
Epoch 0: |          | 2482/? [17:09<00:00,  2.41it/s]
Epoch 0: |          | 2483/? [17:09<00:00,  2.41it/s]
Epoch 0: |          | 2483/? [17:09<00:00,  2.41it/s]
Epoch 0: |          | 2484/? [17:10<00:00,  2.41it/s]
Epoch 0: |          | 2484/? [17:10<00:00,  2.41it/s]
Epoch 0: |          | 2485/? [17:10<00:00,  2.41it/s]
Epoch 0: |          | 2485/? [17:10<00:00,  2.41it/s]
Epoch 0: |          | 2486/? [17:10<00:00,  2.41it/s]
Epoch 0: |          | 2486/? [17:10<00:00,  2.41it/s]
Epoch 0: |          | 2487/? [17:11<00:00,  2.41it/s]
Epoch 0: |          | 2487/? [17:11<00:00,  2.41it/s]
Epoch 0: |          | 2488/? [17:11<00:00,  2.41it/s]
Epoch 0: |          | 2488/? [17:11<00:00,  2.41it/s]
Epoch 0: |          | 2489/? [17:12<00:00,  2.41it/s]
Epoch 0: |          | 2489/? [17:12<00:00,  2.41it/s]
Epoch 0: |          | 2490/? [17:12<00:00,  2.41it/s]
Epoch 0: |          | 2490/? [17:12<00:00,  2.41it/s]
Epoch 0: |          | 2491/? [17:12<00:00,  2.41it/s]
Epoch 0: |          | 2491/? [17:12<00:00,  2.41it/s]
Epoch 0: |          | 2492/? [17:13<00:00,  2.41it/s]
Epoch 0: |          | 2492/? [17:13<00:00,  2.41it/s]
Epoch 0: |          | 2493/? [17:13<00:00,  2.41it/s]
Epoch 0: |          | 2493/? [17:13<00:00,  2.41it/s]
Epoch 0: |          | 2494/? [17:14<00:00,  2.41it/s]
Epoch 0: |          | 2494/? [17:14<00:00,  2.41it/s]
Epoch 0: |          | 2495/? [17:14<00:00,  2.41it/s]
Epoch 0: |          | 2495/? [17:14<00:00,  2.41it/s]
Epoch 0: |          | 2496/? [17:14<00:00,  2.41it/s]
Epoch 0: |          | 2496/? [17:14<00:00,  2.41it/s]
Epoch 0: |          | 2497/? [17:15<00:00,  2.41it/s]
Epoch 0: |          | 2497/? [17:15<00:00,  2.41it/s]
Epoch 0: |          | 2498/? [17:15<00:00,  2.41it/s]
Epoch 0: |          | 2498/? [17:15<00:00,  2.41it/s]
Epoch 0: |          | 2499/? [17:15<00:00,  2.41it/s]
Epoch 0: |          | 2499/? [17:15<00:00,  2.41it/s]
Epoch 0: |          | 2500/? [17:16<00:00,  2.41it/s]
Epoch 0: |          | 2500/? [17:16<00:00,  2.41it/s]
Epoch 0: |          | 2501/? [17:16<00:00,  2.41it/s]
Epoch 0: |          | 2501/? [17:16<00:00,  2.41it/s]
Epoch 0: |          | 2502/? [17:17<00:00,  2.41it/s]
Epoch 0: |          | 2502/? [17:17<00:00,  2.41it/s]
Epoch 0: |          | 2503/? [17:17<00:00,  2.41it/s]
Epoch 0: |          | 2503/? [17:17<00:00,  2.41it/s]
Epoch 0: |          | 2504/? [17:17<00:00,  2.41it/s]
Epoch 0: |          | 2504/? [17:17<00:00,  2.41it/s]
Epoch 0: |          | 2505/? [17:18<00:00,  2.41it/s]
Epoch 0: |          | 2505/? [17:18<00:00,  2.41it/s]
Epoch 0: |          | 2506/? [17:18<00:00,  2.41it/s]
Epoch 0: |          | 2506/? [17:18<00:00,  2.41it/s]
Epoch 0: |          | 2507/? [17:18<00:00,  2.41it/s]
Epoch 0: |          | 2507/? [17:18<00:00,  2.41it/s]
Epoch 0: |          | 2508/? [17:19<00:00,  2.41it/s]
Epoch 0: |          | 2508/? [17:19<00:00,  2.41it/s]
Epoch 0: |          | 2509/? [17:19<00:00,  2.41it/s]
Epoch 0: |          | 2509/? [17:19<00:00,  2.41it/s]
Epoch 0: |          | 2510/? [17:20<00:00,  2.41it/s]
Epoch 0: |          | 2510/? [17:20<00:00,  2.41it/s]
Epoch 0: |          | 2511/? [17:20<00:00,  2.41it/s]
Epoch 0: |          | 2511/? [17:20<00:00,  2.41it/s]
Epoch 0: |          | 2512/? [17:20<00:00,  2.41it/s]
Epoch 0: |          | 2512/? [17:20<00:00,  2.41it/s]
Epoch 0: |          | 2513/? [17:21<00:00,  2.41it/s]
Epoch 0: |          | 2513/? [17:21<00:00,  2.41it/s]
Epoch 0: |          | 2514/? [17:21<00:00,  2.41it/s]
Epoch 0: |          | 2514/? [17:21<00:00,  2.41it/s]
Epoch 0: |          | 2515/? [17:22<00:00,  2.41it/s]
Epoch 0: |          | 2515/? [17:22<00:00,  2.41it/s]
Epoch 0: |          | 2516/? [17:22<00:00,  2.41it/s]
Epoch 0: |          | 2516/? [17:22<00:00,  2.41it/s]
Epoch 0: |          | 2517/? [17:22<00:00,  2.41it/s]
Epoch 0: |          | 2517/? [17:22<00:00,  2.41it/s]
Epoch 0: |          | 2518/? [17:23<00:00,  2.41it/s]
Epoch 0: |          | 2518/? [17:23<00:00,  2.41it/s]
Epoch 0: |          | 2519/? [17:23<00:00,  2.41it/s]
Epoch 0: |          | 2519/? [17:23<00:00,  2.41it/s]
Epoch 0: |          | 2520/? [17:23<00:00,  2.41it/s]
Epoch 0: |          | 2520/? [17:23<00:00,  2.41it/s]
Epoch 0: |          | 2521/? [17:24<00:00,  2.41it/s]
Epoch 0: |          | 2521/? [17:24<00:00,  2.41it/s]
Epoch 0: |          | 2522/? [17:24<00:00,  2.41it/s]
Epoch 0: |          | 2522/? [17:24<00:00,  2.41it/s]
Epoch 0: |          | 2523/? [17:25<00:00,  2.41it/s]
Epoch 0: |          | 2523/? [17:25<00:00,  2.41it/s]
Epoch 0: |          | 2524/? [17:25<00:00,  2.41it/s]
Epoch 0: |          | 2524/? [17:25<00:00,  2.41it/s]
Epoch 0: |          | 2525/? [17:25<00:00,  2.41it/s]
Epoch 0: |          | 2525/? [17:25<00:00,  2.41it/s]
Epoch 0: |          | 2526/? [17:26<00:00,  2.41it/s]
Epoch 0: |          | 2526/? [17:26<00:00,  2.41it/s]
Epoch 0: |          | 2527/? [17:26<00:00,  2.41it/s]
Epoch 0: |          | 2527/? [17:26<00:00,  2.41it/s]
Epoch 0: |          | 2528/? [17:26<00:00,  2.41it/s]
Epoch 0: |          | 2528/? [17:26<00:00,  2.41it/s]
Epoch 0: |          | 2529/? [17:27<00:00,  2.41it/s]
Epoch 0: |          | 2529/? [17:27<00:00,  2.41it/s]
Epoch 0: |          | 2530/? [17:27<00:00,  2.41it/s]
Epoch 0: |          | 2530/? [17:27<00:00,  2.41it/s]
Epoch 0: |          | 2531/? [17:28<00:00,  2.41it/s]
Epoch 0: |          | 2531/? [17:28<00:00,  2.41it/s]
Epoch 0: |          | 2532/? [17:28<00:00,  2.41it/s]
Epoch 0: |          | 2532/? [17:28<00:00,  2.41it/s]
Epoch 0: |          | 2533/? [17:28<00:00,  2.42it/s]
Epoch 0: |          | 2533/? [17:28<00:00,  2.42it/s]
Epoch 0: |          | 2534/? [17:29<00:00,  2.42it/s]
Epoch 0: |          | 2534/? [17:29<00:00,  2.42it/s]
Epoch 0: |          | 2535/? [17:29<00:00,  2.42it/s]
Epoch 0: |          | 2535/? [17:29<00:00,  2.42it/s]
Epoch 0: |          | 2536/? [17:29<00:00,  2.42it/s]
Epoch 0: |          | 2536/? [17:29<00:00,  2.42it/s]
Epoch 0: |          | 2537/? [17:30<00:00,  2.42it/s]
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Epoch 0: |          | 2539/? [17:31<00:00,  2.42it/s]
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Epoch 0: |          | 2541/? [17:31<00:00,  2.42it/s]
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Epoch 0: |          | 2542/? [17:32<00:00,  2.42it/s]
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Epoch 0: |          | 2544/? [17:33<00:00,  2.42it/s]
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Epoch 0: |          | 2546/? [17:33<00:00,  2.42it/s]
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Epoch 0: |          | 2547/? [17:34<00:00,  2.42it/s]
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Epoch 0: |          | 2550/? [17:35<00:00,  2.42it/s]
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Epoch 0: |          | 2551/? [17:35<00:00,  2.42it/s]
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Epoch 0: |          | 2552/? [17:36<00:00,  2.42it/s]
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Epoch 0: |          | 2553/? [17:36<00:00,  2.42it/s]
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Epoch 0: |          | 2554/? [17:36<00:00,  2.42it/s]
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Epoch 0: |          | 2555/? [17:37<00:00,  2.42it/s]
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Epoch 0: |          | 2556/? [17:37<00:00,  2.42it/s]
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Epoch 0: |          | 2557/? [17:37<00:00,  2.42it/s]
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Epoch 0: |          | 2558/? [17:38<00:00,  2.42it/s]
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Epoch 0: |          | 2559/? [17:38<00:00,  2.42it/s]
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Epoch 0: |          | 2560/? [17:39<00:00,  2.42it/s]
Epoch 0: |          | 2560/? [17:39<00:00,  2.42it/s]
Epoch 0: |          | 2561/? [17:39<00:00,  2.42it/s]
Epoch 0: |          | 2561/? [17:39<00:00,  2.42it/s]
Epoch 0: |          | 2562/? [17:39<00:00,  2.42it/s]
Epoch 0: |          | 2562/? [17:39<00:00,  2.42it/s]
Epoch 0: |          | 2563/? [17:40<00:00,  2.42it/s]
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Epoch 0: |          | 2564/? [17:40<00:00,  2.42it/s]
Epoch 0: |          | 2564/? [17:40<00:00,  2.42it/s]
Epoch 0: |          | 2565/? [17:40<00:00,  2.42it/s]
Epoch 0: |          | 2565/? [17:40<00:00,  2.42it/s]
Epoch 0: |          | 2566/? [17:41<00:00,  2.42it/s]
Epoch 0: |          | 2566/? [17:41<00:00,  2.42it/s]
Epoch 0: |          | 2567/? [17:41<00:00,  2.42it/s]
Epoch 0: |          | 2567/? [17:41<00:00,  2.42it/s]
Epoch 0: |          | 2568/? [17:42<00:00,  2.42it/s]
Epoch 0: |          | 2568/? [17:42<00:00,  2.42it/s]
Epoch 0: |          | 2569/? [17:42<00:00,  2.42it/s]
Epoch 0: |          | 2569/? [17:42<00:00,  2.42it/s]
Epoch 0: |          | 2570/? [17:42<00:00,  2.42it/s]
Epoch 0: |          | 2570/? [17:42<00:00,  2.42it/s]
Epoch 0: |          | 2571/? [17:43<00:00,  2.42it/s]
Epoch 0: |          | 2571/? [17:43<00:00,  2.42it/s]
Epoch 0: |          | 2572/? [17:43<00:00,  2.42it/s]
Epoch 0: |          | 2572/? [17:43<00:00,  2.42it/s]
Epoch 0: |          | 2573/? [17:44<00:00,  2.42it/s]
Epoch 0: |          | 2573/? [17:44<00:00,  2.42it/s]
Epoch 0: |          | 2574/? [17:44<00:00,  2.42it/s]
Epoch 0: |          | 2574/? [17:44<00:00,  2.42it/s]
Epoch 0: |          | 2575/? [17:44<00:00,  2.42it/s]
Epoch 0: |          | 2575/? [17:44<00:00,  2.42it/s]
Epoch 0: |          | 2576/? [17:45<00:00,  2.42it/s]
Epoch 0: |          | 2576/? [17:45<00:00,  2.42it/s]
Epoch 0: |          | 2577/? [17:45<00:00,  2.42it/s]
Epoch 0: |          | 2577/? [17:45<00:00,  2.42it/s]
Epoch 0: |          | 2578/? [17:45<00:00,  2.42it/s]
Epoch 0: |          | 2578/? [17:45<00:00,  2.42it/s]
Epoch 0: |          | 2579/? [17:46<00:00,  2.42it/s]
Epoch 0: |          | 2579/? [17:46<00:00,  2.42it/s]
Epoch 0: |          | 2580/? [17:46<00:00,  2.42it/s]
Epoch 0: |          | 2580/? [17:46<00:00,  2.42it/s]
Epoch 0: |          | 2581/? [17:47<00:00,  2.42it/s]
Epoch 0: |          | 2581/? [17:47<00:00,  2.42it/s]
Epoch 0: |          | 2582/? [17:47<00:00,  2.42it/s]
Epoch 0: |          | 2582/? [17:47<00:00,  2.42it/s]
Epoch 0: |          | 2583/? [17:47<00:00,  2.42it/s]
Epoch 0: |          | 2583/? [17:47<00:00,  2.42it/s]
Epoch 0: |          | 2584/? [17:48<00:00,  2.42it/s]
Epoch 0: |          | 2584/? [17:48<00:00,  2.42it/s]
Epoch 0: |          | 2585/? [17:48<00:00,  2.42it/s]
Epoch 0: |          | 2585/? [17:48<00:00,  2.42it/s]
Epoch 0: |          | 2586/? [17:48<00:00,  2.42it/s]
Epoch 0: |          | 2586/? [17:48<00:00,  2.42it/s]
Epoch 0: |          | 2587/? [17:49<00:00,  2.42it/s]
Epoch 0: |          | 2587/? [17:49<00:00,  2.42it/s]
Epoch 0: |          | 2588/? [17:49<00:00,  2.42it/s]
Epoch 0: |          | 2588/? [17:49<00:00,  2.42it/s]
Epoch 0: |          | 2589/? [17:50<00:00,  2.42it/s]
Epoch 0: |          | 2589/? [17:50<00:00,  2.42it/s]
Epoch 0: |          | 2590/? [17:50<00:00,  2.42it/s]
Epoch 0: |          | 2590/? [17:50<00:00,  2.42it/s]
Epoch 0: |          | 2591/? [17:50<00:00,  2.42it/s]
Epoch 0: |          | 2591/? [17:50<00:00,  2.42it/s]
Epoch 0: |          | 2592/? [17:51<00:00,  2.42it/s]
Epoch 0: |          | 2592/? [17:51<00:00,  2.42it/s]
Epoch 0: |          | 2593/? [17:51<00:00,  2.42it/s]
Epoch 0: |          | 2593/? [17:51<00:00,  2.42it/s]
Epoch 0: |          | 2594/? [17:51<00:00,  2.42it/s]
Epoch 0: |          | 2594/? [17:51<00:00,  2.42it/s]
Epoch 0: |          | 2595/? [17:52<00:00,  2.42it/s]
Epoch 0: |          | 2595/? [17:52<00:00,  2.42it/s]
Epoch 0: |          | 2596/? [17:52<00:00,  2.42it/s]
Epoch 0: |          | 2596/? [17:52<00:00,  2.42it/s]
Epoch 0: |          | 2597/? [17:53<00:00,  2.42it/s]
Epoch 0: |          | 2597/? [17:53<00:00,  2.42it/s]
Epoch 0: |          | 2598/? [17:53<00:00,  2.42it/s]
Epoch 0: |          | 2598/? [17:53<00:00,  2.42it/s]
Epoch 0: |          | 2599/? [17:53<00:00,  2.42it/s]
Epoch 0: |          | 2599/? [17:53<00:00,  2.42it/s]
Epoch 0: |          | 2600/? [17:54<00:00,  2.42it/s]
Epoch 0: |          | 2600/? [17:54<00:00,  2.42it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  9.35it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.75it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.80it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.72it/s]

Epoch 0: |          | 2600/? [17:54<00:00,  2.42it/s]
Epoch 0: |          | 2601/? [17:55<00:00,  2.42it/s]
Epoch 0: |          | 2601/? [17:55<00:00,  2.42it/s]
Epoch 0: |          | 2602/? [17:55<00:00,  2.42it/s]
Epoch 0: |          | 2602/? [17:55<00:00,  2.42it/s]
Epoch 0: |          | 2603/? [17:55<00:00,  2.42it/s]
Epoch 0: |          | 2603/? [17:55<00:00,  2.42it/s]
Epoch 0: |          | 2604/? [17:56<00:00,  2.42it/s]
Epoch 0: |          | 2604/? [17:56<00:00,  2.42it/s]
Epoch 0: |          | 2605/? [17:56<00:00,  2.42it/s]
Epoch 0: |          | 2605/? [17:56<00:00,  2.42it/s]
Epoch 0: |          | 2606/? [17:56<00:00,  2.42it/s]
Epoch 0: |          | 2606/? [17:56<00:00,  2.42it/s]
Epoch 0: |          | 2607/? [17:57<00:00,  2.42it/s]
Epoch 0: |          | 2607/? [17:57<00:00,  2.42it/s]
Epoch 0: |          | 2608/? [17:57<00:00,  2.42it/s]
Epoch 0: |          | 2608/? [17:57<00:00,  2.42it/s]
Epoch 0: |          | 2609/? [17:58<00:00,  2.42it/s]
Epoch 0: |          | 2609/? [17:58<00:00,  2.42it/s]
Epoch 0: |          | 2610/? [17:58<00:00,  2.42it/s]
Epoch 0: |          | 2610/? [17:58<00:00,  2.42it/s]
Epoch 0: |          | 2611/? [17:58<00:00,  2.42it/s]
Epoch 0: |          | 2611/? [17:58<00:00,  2.42it/s]
Epoch 0: |          | 2612/? [17:59<00:00,  2.42it/s]
Epoch 0: |          | 2612/? [17:59<00:00,  2.42it/s]
Epoch 0: |          | 2613/? [17:59<00:00,  2.42it/s]
Epoch 0: |          | 2613/? [17:59<00:00,  2.42it/s]
Epoch 0: |          | 2614/? [18:00<00:00,  2.42it/s]
Epoch 0: |          | 2614/? [18:00<00:00,  2.42it/s]
Epoch 0: |          | 2615/? [18:00<00:00,  2.42it/s]
Epoch 0: |          | 2615/? [18:00<00:00,  2.42it/s]
Epoch 0: |          | 2616/? [18:00<00:00,  2.42it/s]
Epoch 0: |          | 2616/? [18:00<00:00,  2.42it/s]
Epoch 0: |          | 2617/? [18:01<00:00,  2.42it/s]
Epoch 0: |          | 2617/? [18:01<00:00,  2.42it/s]
Epoch 0: |          | 2618/? [18:01<00:00,  2.42it/s]
Epoch 0: |          | 2618/? [18:01<00:00,  2.42it/s]
Epoch 0: |          | 2619/? [18:01<00:00,  2.42it/s]
Epoch 0: |          | 2619/? [18:01<00:00,  2.42it/s]
Epoch 0: |          | 2620/? [18:02<00:00,  2.42it/s]
Epoch 0: |          | 2620/? [18:02<00:00,  2.42it/s]
Epoch 0: |          | 2621/? [18:02<00:00,  2.42it/s]
Epoch 0: |          | 2621/? [18:02<00:00,  2.42it/s]
Epoch 0: |          | 2622/? [18:03<00:00,  2.42it/s]
Epoch 0: |          | 2622/? [18:03<00:00,  2.42it/s]
Epoch 0: |          | 2623/? [18:03<00:00,  2.42it/s]
Epoch 0: |          | 2623/? [18:03<00:00,  2.42it/s]
Epoch 0: |          | 2624/? [18:03<00:00,  2.42it/s]
Epoch 0: |          | 2624/? [18:03<00:00,  2.42it/s]
Epoch 0: |          | 2625/? [18:04<00:00,  2.42it/s]
Epoch 0: |          | 2625/? [18:04<00:00,  2.42it/s]
Epoch 0: |          | 2626/? [18:04<00:00,  2.42it/s]
Epoch 0: |          | 2626/? [18:04<00:00,  2.42it/s]
Epoch 0: |          | 2627/? [18:04<00:00,  2.42it/s]
Epoch 0: |          | 2627/? [18:04<00:00,  2.42it/s]
Epoch 0: |          | 2628/? [18:05<00:00,  2.42it/s]
Epoch 0: |          | 2628/? [18:05<00:00,  2.42it/s]
Epoch 0: |          | 2629/? [18:05<00:00,  2.42it/s]
Epoch 0: |          | 2629/? [18:05<00:00,  2.42it/s]
Epoch 0: |          | 2630/? [18:06<00:00,  2.42it/s]
Epoch 0: |          | 2630/? [18:06<00:00,  2.42it/s]
Epoch 0: |          | 2631/? [18:06<00:00,  2.42it/s]
Epoch 0: |          | 2631/? [18:06<00:00,  2.42it/s]
Epoch 0: |          | 2632/? [18:06<00:00,  2.42it/s]
Epoch 0: |          | 2632/? [18:06<00:00,  2.42it/s]
Epoch 0: |          | 2633/? [18:07<00:00,  2.42it/s]
Epoch 0: |          | 2633/? [18:07<00:00,  2.42it/s]
Epoch 0: |          | 2634/? [18:07<00:00,  2.42it/s]
Epoch 0: |          | 2634/? [18:07<00:00,  2.42it/s]
Epoch 0: |          | 2635/? [18:07<00:00,  2.42it/s]
Epoch 0: |          | 2635/? [18:07<00:00,  2.42it/s]
Epoch 0: |          | 2636/? [18:08<00:00,  2.42it/s]
Epoch 0: |          | 2636/? [18:08<00:00,  2.42it/s]
Epoch 0: |          | 2637/? [18:08<00:00,  2.42it/s]
Epoch 0: |          | 2637/? [18:08<00:00,  2.42it/s]
Epoch 0: |          | 2638/? [18:09<00:00,  2.42it/s]
Epoch 0: |          | 2638/? [18:09<00:00,  2.42it/s]
Epoch 0: |          | 2639/? [18:09<00:00,  2.42it/s]
Epoch 0: |          | 2639/? [18:09<00:00,  2.42it/s]
Epoch 0: |          | 2640/? [18:09<00:00,  2.42it/s]
Epoch 0: |          | 2640/? [18:09<00:00,  2.42it/s]
Epoch 0: |          | 2641/? [18:10<00:00,  2.42it/s]
Epoch 0: |          | 2641/? [18:10<00:00,  2.42it/s]
Epoch 0: |          | 2642/? [18:10<00:00,  2.42it/s]
Epoch 0: |          | 2642/? [18:10<00:00,  2.42it/s]
Epoch 0: |          | 2643/? [18:10<00:00,  2.42it/s]
Epoch 0: |          | 2643/? [18:10<00:00,  2.42it/s]
Epoch 0: |          | 2644/? [18:11<00:00,  2.42it/s]
Epoch 0: |          | 2644/? [18:11<00:00,  2.42it/s]
Epoch 0: |          | 2645/? [18:11<00:00,  2.42it/s]
Epoch 0: |          | 2645/? [18:11<00:00,  2.42it/s]
Epoch 0: |          | 2646/? [18:12<00:00,  2.42it/s]
Epoch 0: |          | 2646/? [18:12<00:00,  2.42it/s]
Epoch 0: |          | 2647/? [18:12<00:00,  2.42it/s]
Epoch 0: |          | 2647/? [18:12<00:00,  2.42it/s]
Epoch 0: |          | 2648/? [18:12<00:00,  2.42it/s]
Epoch 0: |          | 2648/? [18:12<00:00,  2.42it/s]
Epoch 0: |          | 2649/? [18:13<00:00,  2.42it/s]
Epoch 0: |          | 2649/? [18:13<00:00,  2.42it/s]
Epoch 0: |          | 2650/? [18:13<00:00,  2.42it/s]
Epoch 0: |          | 2650/? [18:13<00:00,  2.42it/s]
Epoch 0: |          | 2651/? [18:14<00:00,  2.42it/s]
Epoch 0: |          | 2651/? [18:14<00:00,  2.42it/s]
Epoch 0: |          | 2652/? [18:14<00:00,  2.42it/s]
Epoch 0: |          | 2652/? [18:14<00:00,  2.42it/s]
Epoch 0: |          | 2653/? [18:14<00:00,  2.42it/s]
Epoch 0: |          | 2653/? [18:14<00:00,  2.42it/s]
Epoch 0: |          | 2654/? [18:15<00:00,  2.42it/s]
Epoch 0: |          | 2654/? [18:15<00:00,  2.42it/s]
Epoch 0: |          | 2655/? [18:15<00:00,  2.42it/s]
Epoch 0: |          | 2655/? [18:15<00:00,  2.42it/s]
Epoch 0: |          | 2656/? [18:15<00:00,  2.42it/s]
Epoch 0: |          | 2656/? [18:15<00:00,  2.42it/s]
Epoch 0: |          | 2657/? [18:16<00:00,  2.42it/s]
Epoch 0: |          | 2657/? [18:16<00:00,  2.42it/s]
Epoch 0: |          | 2658/? [18:16<00:00,  2.42it/s]
Epoch 0: |          | 2658/? [18:16<00:00,  2.42it/s]
Epoch 0: |          | 2659/? [18:17<00:00,  2.42it/s]
Epoch 0: |          | 2659/? [18:17<00:00,  2.42it/s]
Epoch 0: |          | 2660/? [18:17<00:00,  2.42it/s]
Epoch 0: |          | 2660/? [18:17<00:00,  2.42it/s]
Epoch 0: |          | 2661/? [18:17<00:00,  2.42it/s]
Epoch 0: |          | 2661/? [18:17<00:00,  2.42it/s]
Epoch 0: |          | 2662/? [18:18<00:00,  2.42it/s]
Epoch 0: |          | 2662/? [18:18<00:00,  2.42it/s]
Epoch 0: |          | 2663/? [18:18<00:00,  2.42it/s]
Epoch 0: |          | 2663/? [18:18<00:00,  2.42it/s]
Epoch 0: |          | 2664/? [18:18<00:00,  2.42it/s]
Epoch 0: |          | 2664/? [18:18<00:00,  2.42it/s]
Epoch 0: |          | 2665/? [18:19<00:00,  2.42it/s]
Epoch 0: |          | 2665/? [18:19<00:00,  2.42it/s]
Epoch 0: |          | 2666/? [18:19<00:00,  2.42it/s]
Epoch 0: |          | 2666/? [18:19<00:00,  2.42it/s]
Epoch 0: |          | 2667/? [18:20<00:00,  2.42it/s]
Epoch 0: |          | 2667/? [18:20<00:00,  2.42it/s]
Epoch 0: |          | 2668/? [18:20<00:00,  2.42it/s]
Epoch 0: |          | 2668/? [18:20<00:00,  2.42it/s]
Epoch 0: |          | 2669/? [18:20<00:00,  2.42it/s]
Epoch 0: |          | 2669/? [18:20<00:00,  2.42it/s]
Epoch 0: |          | 2670/? [18:21<00:00,  2.42it/s]
Epoch 0: |          | 2670/? [18:21<00:00,  2.42it/s]
Epoch 0: |          | 2671/? [18:21<00:00,  2.42it/s]
Epoch 0: |          | 2671/? [18:21<00:00,  2.42it/s]
Epoch 0: |          | 2672/? [18:21<00:00,  2.42it/s]
Epoch 0: |          | 2672/? [18:21<00:00,  2.42it/s]
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Epoch 0: |          | 2688/? [18:28<00:00,  2.43it/s]
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Epoch 0: |          | 2690/? [18:28<00:00,  2.43it/s]
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Epoch 0: |          | 2691/? [18:29<00:00,  2.43it/s]
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Epoch 0: |          | 2692/? [18:29<00:00,  2.43it/s]
Epoch 0: |          | 2692/? [18:29<00:00,  2.43it/s]
Epoch 0: |          | 2693/? [18:29<00:00,  2.43it/s]
Epoch 0: |          | 2693/? [18:29<00:00,  2.43it/s]
Epoch 0: |          | 2694/? [18:30<00:00,  2.43it/s]
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Epoch 0: |          | 2695/? [18:30<00:00,  2.43it/s]
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Epoch 0: |          | 2696/? [18:31<00:00,  2.43it/s]
Epoch 0: |          | 2696/? [18:31<00:00,  2.43it/s]
Epoch 0: |          | 2697/? [18:31<00:00,  2.43it/s]
Epoch 0: |          | 2697/? [18:31<00:00,  2.43it/s]
Epoch 0: |          | 2698/? [18:31<00:00,  2.43it/s]
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Epoch 0: |          | 2699/? [18:32<00:00,  2.43it/s]
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Epoch 0: |          | 2700/? [18:32<00:00,  2.43it/s]
Epoch 0: |          | 2700/? [18:32<00:00,  2.43it/s]
Epoch 0: |          | 2701/? [18:32<00:00,  2.43it/s]
Epoch 0: |          | 2701/? [18:32<00:00,  2.43it/s]
Epoch 0: |          | 2702/? [18:33<00:00,  2.43it/s]
Epoch 0: |          | 2702/? [18:33<00:00,  2.43it/s]
Epoch 0: |          | 2703/? [18:33<00:00,  2.43it/s]
Epoch 0: |          | 2703/? [18:33<00:00,  2.43it/s]
Epoch 0: |          | 2704/? [18:34<00:00,  2.43it/s]
Epoch 0: |          | 2704/? [18:34<00:00,  2.43it/s]
Epoch 0: |          | 2705/? [18:34<00:00,  2.43it/s]
Epoch 0: |          | 2705/? [18:34<00:00,  2.43it/s]
Epoch 0: |          | 2706/? [18:34<00:00,  2.43it/s]
Epoch 0: |          | 2706/? [18:34<00:00,  2.43it/s]
Epoch 0: |          | 2707/? [18:35<00:00,  2.43it/s]
Epoch 0: |          | 2707/? [18:35<00:00,  2.43it/s]
Epoch 0: |          | 2708/? [18:35<00:00,  2.43it/s]
Epoch 0: |          | 2708/? [18:35<00:00,  2.43it/s]
Epoch 0: |          | 2709/? [18:35<00:00,  2.43it/s]
Epoch 0: |          | 2709/? [18:35<00:00,  2.43it/s]
Epoch 0: |          | 2710/? [18:36<00:00,  2.43it/s]
Epoch 0: |          | 2710/? [18:36<00:00,  2.43it/s]
Epoch 0: |          | 2711/? [18:36<00:00,  2.43it/s]
Epoch 0: |          | 2711/? [18:36<00:00,  2.43it/s]
Epoch 0: |          | 2712/? [18:37<00:00,  2.43it/s]
Epoch 0: |          | 2712/? [18:37<00:00,  2.43it/s]
Epoch 0: |          | 2713/? [18:37<00:00,  2.43it/s]
Epoch 0: |          | 2713/? [18:37<00:00,  2.43it/s]
Epoch 0: |          | 2714/? [18:37<00:00,  2.43it/s]
Epoch 0: |          | 2714/? [18:37<00:00,  2.43it/s]
Epoch 0: |          | 2715/? [18:38<00:00,  2.43it/s]
Epoch 0: |          | 2715/? [18:38<00:00,  2.43it/s]
Epoch 0: |          | 2716/? [18:38<00:00,  2.43it/s]
Epoch 0: |          | 2716/? [18:38<00:00,  2.43it/s]
Epoch 0: |          | 2717/? [18:39<00:00,  2.43it/s]
Epoch 0: |          | 2717/? [18:39<00:00,  2.43it/s]
Epoch 0: |          | 2718/? [18:39<00:00,  2.43it/s]
Epoch 0: |          | 2718/? [18:39<00:00,  2.43it/s]
Epoch 0: |          | 2719/? [18:39<00:00,  2.43it/s]
Epoch 0: |          | 2719/? [18:39<00:00,  2.43it/s]
Epoch 0: |          | 2720/? [18:40<00:00,  2.43it/s]
Epoch 0: |          | 2720/? [18:40<00:00,  2.43it/s]
Epoch 0: |          | 2721/? [18:40<00:00,  2.43it/s]
Epoch 0: |          | 2721/? [18:40<00:00,  2.43it/s]
Epoch 0: |          | 2722/? [18:40<00:00,  2.43it/s]
Epoch 0: |          | 2722/? [18:40<00:00,  2.43it/s]
Epoch 0: |          | 2723/? [18:41<00:00,  2.43it/s]
Epoch 0: |          | 2723/? [18:41<00:00,  2.43it/s]
Epoch 0: |          | 2724/? [18:41<00:00,  2.43it/s]
Epoch 0: |          | 2724/? [18:41<00:00,  2.43it/s]
Epoch 0: |          | 2725/? [18:42<00:00,  2.43it/s]
Epoch 0: |          | 2725/? [18:42<00:00,  2.43it/s]
Epoch 0: |          | 2726/? [18:42<00:00,  2.43it/s]
Epoch 0: |          | 2726/? [18:42<00:00,  2.43it/s]
Epoch 0: |          | 2727/? [18:42<00:00,  2.43it/s]
Epoch 0: |          | 2727/? [18:42<00:00,  2.43it/s]
Epoch 0: |          | 2728/? [18:43<00:00,  2.43it/s]
Epoch 0: |          | 2728/? [18:43<00:00,  2.43it/s]
Epoch 0: |          | 2729/? [18:43<00:00,  2.43it/s]
Epoch 0: |          | 2729/? [18:43<00:00,  2.43it/s]
Epoch 0: |          | 2730/? [18:43<00:00,  2.43it/s]
Epoch 0: |          | 2730/? [18:43<00:00,  2.43it/s]
Epoch 0: |          | 2731/? [18:44<00:00,  2.43it/s]
Epoch 0: |          | 2731/? [18:44<00:00,  2.43it/s]
Epoch 0: |          | 2732/? [18:44<00:00,  2.43it/s]
Epoch 0: |          | 2732/? [18:44<00:00,  2.43it/s]
Epoch 0: |          | 2733/? [18:45<00:00,  2.43it/s]
Epoch 0: |          | 2733/? [18:45<00:00,  2.43it/s]
Epoch 0: |          | 2734/? [18:45<00:00,  2.43it/s]
Epoch 0: |          | 2734/? [18:45<00:00,  2.43it/s]
Epoch 0: |          | 2735/? [18:45<00:00,  2.43it/s]
Epoch 0: |          | 2735/? [18:45<00:00,  2.43it/s]
Epoch 0: |          | 2736/? [18:46<00:00,  2.43it/s]
Epoch 0: |          | 2736/? [18:46<00:00,  2.43it/s]
Epoch 0: |          | 2737/? [18:46<00:00,  2.43it/s]
Epoch 0: |          | 2737/? [18:46<00:00,  2.43it/s]
Epoch 0: |          | 2738/? [18:46<00:00,  2.43it/s]
Epoch 0: |          | 2738/? [18:46<00:00,  2.43it/s]
Epoch 0: |          | 2739/? [18:47<00:00,  2.43it/s]
Epoch 0: |          | 2739/? [18:47<00:00,  2.43it/s]
Epoch 0: |          | 2740/? [18:47<00:00,  2.43it/s]
Epoch 0: |          | 2740/? [18:47<00:00,  2.43it/s]
Epoch 0: |          | 2741/? [18:48<00:00,  2.43it/s]
Epoch 0: |          | 2741/? [18:48<00:00,  2.43it/s]
Epoch 0: |          | 2742/? [18:48<00:00,  2.43it/s]
Epoch 0: |          | 2742/? [18:48<00:00,  2.43it/s]
Epoch 0: |          | 2743/? [18:48<00:00,  2.43it/s]
Epoch 0: |          | 2743/? [18:48<00:00,  2.43it/s]
Epoch 0: |          | 2744/? [18:49<00:00,  2.43it/s]
Epoch 0: |          | 2744/? [18:49<00:00,  2.43it/s]
Epoch 0: |          | 2745/? [18:49<00:00,  2.43it/s]
Epoch 0: |          | 2745/? [18:49<00:00,  2.43it/s]
Epoch 0: |          | 2746/? [18:50<00:00,  2.43it/s]
Epoch 0: |          | 2746/? [18:50<00:00,  2.43it/s]
Epoch 0: |          | 2747/? [18:50<00:00,  2.43it/s]
Epoch 0: |          | 2747/? [18:50<00:00,  2.43it/s]
Epoch 0: |          | 2748/? [18:50<00:00,  2.43it/s]
Epoch 0: |          | 2748/? [18:50<00:00,  2.43it/s]
Epoch 0: |          | 2749/? [18:51<00:00,  2.43it/s]
Epoch 0: |          | 2749/? [18:51<00:00,  2.43it/s]
Epoch 0: |          | 2750/? [18:51<00:00,  2.43it/s]
Epoch 0: |          | 2750/? [18:51<00:00,  2.43it/s]
Epoch 0: |          | 2751/? [18:51<00:00,  2.43it/s]
Epoch 0: |          | 2751/? [18:51<00:00,  2.43it/s]
Epoch 0: |          | 2752/? [18:52<00:00,  2.43it/s]
Epoch 0: |          | 2752/? [18:52<00:00,  2.43it/s]
Epoch 0: |          | 2753/? [18:52<00:00,  2.43it/s]
Epoch 0: |          | 2753/? [18:52<00:00,  2.43it/s]
Epoch 0: |          | 2754/? [18:53<00:00,  2.43it/s]
Epoch 0: |          | 2754/? [18:53<00:00,  2.43it/s]
Epoch 0: |          | 2755/? [18:53<00:00,  2.43it/s]
Epoch 0: |          | 2755/? [18:53<00:00,  2.43it/s]
Epoch 0: |          | 2756/? [18:53<00:00,  2.43it/s]
Epoch 0: |          | 2756/? [18:53<00:00,  2.43it/s]
Epoch 0: |          | 2757/? [18:54<00:00,  2.43it/s]
Epoch 0: |          | 2757/? [18:54<00:00,  2.43it/s]
Epoch 0: |          | 2758/? [18:54<00:00,  2.43it/s]
Epoch 0: |          | 2758/? [18:54<00:00,  2.43it/s]
Epoch 0: |          | 2759/? [18:54<00:00,  2.43it/s]
Epoch 0: |          | 2759/? [18:54<00:00,  2.43it/s]
Epoch 0: |          | 2760/? [18:55<00:00,  2.43it/s]
Epoch 0: |          | 2760/? [18:55<00:00,  2.43it/s]
Epoch 0: |          | 2761/? [18:55<00:00,  2.43it/s]
Epoch 0: |          | 2761/? [18:55<00:00,  2.43it/s]
Epoch 0: |          | 2762/? [18:56<00:00,  2.43it/s]
Epoch 0: |          | 2762/? [18:56<00:00,  2.43it/s]
Epoch 0: |          | 2763/? [18:56<00:00,  2.43it/s]
Epoch 0: |          | 2763/? [18:56<00:00,  2.43it/s]
Epoch 0: |          | 2764/? [18:56<00:00,  2.43it/s]
Epoch 0: |          | 2764/? [18:56<00:00,  2.43it/s]
Epoch 0: |          | 2765/? [18:57<00:00,  2.43it/s]
Epoch 0: |          | 2765/? [18:57<00:00,  2.43it/s]
Epoch 0: |          | 2766/? [18:57<00:00,  2.43it/s]
Epoch 0: |          | 2766/? [18:57<00:00,  2.43it/s]
Epoch 0: |          | 2767/? [18:57<00:00,  2.43it/s]
Epoch 0: |          | 2767/? [18:57<00:00,  2.43it/s]
Epoch 0: |          | 2768/? [18:58<00:00,  2.43it/s]
Epoch 0: |          | 2768/? [18:58<00:00,  2.43it/s]
Epoch 0: |          | 2769/? [18:58<00:00,  2.43it/s]
Epoch 0: |          | 2769/? [18:58<00:00,  2.43it/s]
Epoch 0: |          | 2770/? [18:59<00:00,  2.43it/s]
Epoch 0: |          | 2770/? [18:59<00:00,  2.43it/s]
Epoch 0: |          | 2771/? [18:59<00:00,  2.43it/s]
Epoch 0: |          | 2771/? [18:59<00:00,  2.43it/s]
Epoch 0: |          | 2772/? [18:59<00:00,  2.43it/s]
Epoch 0: |          | 2772/? [18:59<00:00,  2.43it/s]
Epoch 0: |          | 2773/? [19:00<00:00,  2.43it/s]
Epoch 0: |          | 2773/? [19:00<00:00,  2.43it/s]
Epoch 0: |          | 2774/? [19:00<00:00,  2.43it/s]
Epoch 0: |          | 2774/? [19:00<00:00,  2.43it/s]
Epoch 0: |          | 2775/? [19:00<00:00,  2.43it/s]
Epoch 0: |          | 2775/? [19:00<00:00,  2.43it/s]
Epoch 0: |          | 2776/? [19:01<00:00,  2.43it/s]
Epoch 0: |          | 2776/? [19:01<00:00,  2.43it/s]
Epoch 0: |          | 2777/? [19:01<00:00,  2.43it/s]
Epoch 0: |          | 2777/? [19:01<00:00,  2.43it/s]
Epoch 0: |          | 2778/? [19:02<00:00,  2.43it/s]
Epoch 0: |          | 2778/? [19:02<00:00,  2.43it/s]
Epoch 0: |          | 2779/? [19:02<00:00,  2.43it/s]
Epoch 0: |          | 2779/? [19:02<00:00,  2.43it/s]
Epoch 0: |          | 2780/? [19:02<00:00,  2.43it/s]
Epoch 0: |          | 2780/? [19:02<00:00,  2.43it/s]
Epoch 0: |          | 2781/? [19:03<00:00,  2.43it/s]
Epoch 0: |          | 2781/? [19:03<00:00,  2.43it/s]
Epoch 0: |          | 2782/? [19:03<00:00,  2.43it/s]
Epoch 0: |          | 2782/? [19:03<00:00,  2.43it/s]
Epoch 0: |          | 2783/? [19:04<00:00,  2.43it/s]
Epoch 0: |          | 2783/? [19:04<00:00,  2.43it/s]
Epoch 0: |          | 2784/? [19:04<00:00,  2.43it/s]
Epoch 0: |          | 2784/? [19:04<00:00,  2.43it/s]
Epoch 0: |          | 2785/? [19:04<00:00,  2.43it/s]
Epoch 0: |          | 2785/? [19:04<00:00,  2.43it/s]
Epoch 0: |          | 2786/? [19:05<00:00,  2.43it/s]
Epoch 0: |          | 2786/? [19:05<00:00,  2.43it/s]
Epoch 0: |          | 2787/? [19:05<00:00,  2.43it/s]
Epoch 0: |          | 2787/? [19:05<00:00,  2.43it/s]
Epoch 0: |          | 2788/? [19:05<00:00,  2.43it/s]
Epoch 0: |          | 2788/? [19:05<00:00,  2.43it/s]
Epoch 0: |          | 2789/? [19:06<00:00,  2.43it/s]
Epoch 0: |          | 2789/? [19:06<00:00,  2.43it/s]
Epoch 0: |          | 2790/? [19:06<00:00,  2.43it/s]
Epoch 0: |          | 2790/? [19:06<00:00,  2.43it/s]
Epoch 0: |          | 2791/? [19:07<00:00,  2.43it/s]
Epoch 0: |          | 2791/? [19:07<00:00,  2.43it/s]
Epoch 0: |          | 2792/? [19:07<00:00,  2.43it/s]
Epoch 0: |          | 2792/? [19:07<00:00,  2.43it/s]
Epoch 0: |          | 2793/? [19:07<00:00,  2.43it/s]
Epoch 0: |          | 2793/? [19:07<00:00,  2.43it/s]
Epoch 0: |          | 2794/? [19:08<00:00,  2.43it/s]
Epoch 0: |          | 2794/? [19:08<00:00,  2.43it/s]
Epoch 0: |          | 2795/? [19:08<00:00,  2.43it/s]
Epoch 0: |          | 2795/? [19:08<00:00,  2.43it/s]
Epoch 0: |          | 2796/? [19:08<00:00,  2.43it/s]
Epoch 0: |          | 2796/? [19:08<00:00,  2.43it/s]
Epoch 0: |          | 2797/? [19:09<00:00,  2.43it/s]
Epoch 0: |          | 2797/? [19:09<00:00,  2.43it/s]
Epoch 0: |          | 2798/? [19:09<00:00,  2.43it/s]
Epoch 0: |          | 2798/? [19:09<00:00,  2.43it/s]
Epoch 0: |          | 2799/? [19:10<00:00,  2.43it/s]
Epoch 0: |          | 2799/? [19:10<00:00,  2.43it/s]
Epoch 0: |          | 2800/? [19:10<00:00,  2.43it/s]
Epoch 0: |          | 2800/? [19:10<00:00,  2.43it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  9.45it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  8.71it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  8.91it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  8.88it/s]

Epoch 0: |          | 2800/? [19:10<00:00,  2.43it/s]
Epoch 0: |          | 2801/? [19:11<00:00,  2.43it/s]
Epoch 0: |          | 2801/? [19:11<00:00,  2.43it/s]
Epoch 0: |          | 2802/? [19:11<00:00,  2.43it/s]
Epoch 0: |          | 2802/? [19:11<00:00,  2.43it/s]
Epoch 0: |          | 2803/? [19:12<00:00,  2.43it/s]
Epoch 0: |          | 2803/? [19:12<00:00,  2.43it/s]
Epoch 0: |          | 2804/? [19:12<00:00,  2.43it/s]
Epoch 0: |          | 2804/? [19:12<00:00,  2.43it/s]
Epoch 0: |          | 2805/? [19:12<00:00,  2.43it/s]
Epoch 0: |          | 2805/? [19:12<00:00,  2.43it/s]
Epoch 0: |          | 2806/? [19:13<00:00,  2.43it/s]
Epoch 0: |          | 2806/? [19:13<00:00,  2.43it/s]
Epoch 0: |          | 2807/? [19:13<00:00,  2.43it/s]
Epoch 0: |          | 2807/? [19:13<00:00,  2.43it/s]
Epoch 0: |          | 2808/? [19:13<00:00,  2.43it/s]
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Epoch 0: |          | 2839/? [19:25<00:00,  2.44it/s]
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Epoch 0: |          | 2840/? [19:26<00:00,  2.44it/s]
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Epoch 0: |          | 2841/? [19:26<00:00,  2.44it/s]
Epoch 0: |          | 2841/? [19:26<00:00,  2.44it/s]
Epoch 0: |          | 2842/? [19:26<00:00,  2.44it/s]
Epoch 0: |          | 2842/? [19:26<00:00,  2.44it/s]
Epoch 0: |          | 2843/? [19:27<00:00,  2.44it/s]
Epoch 0: |          | 2843/? [19:27<00:00,  2.44it/s]
Epoch 0: |          | 2844/? [19:27<00:00,  2.44it/s]
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Epoch 0: |          | 2845/? [19:27<00:00,  2.44it/s]
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Epoch 0: |          | 2846/? [19:28<00:00,  2.44it/s]
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Epoch 0: |          | 2847/? [19:28<00:00,  2.44it/s]
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Epoch 0: |          | 2848/? [19:29<00:00,  2.44it/s]
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Epoch 0: |          | 2849/? [19:29<00:00,  2.44it/s]
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Epoch 0: |          | 2850/? [19:29<00:00,  2.44it/s]
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Epoch 0: |          | 2851/? [19:30<00:00,  2.44it/s]
Epoch 0: |          | 2851/? [19:30<00:00,  2.44it/s]
Epoch 0: |          | 2852/? [19:30<00:00,  2.44it/s]
Epoch 0: |          | 2852/? [19:30<00:00,  2.44it/s]
Epoch 0: |          | 2853/? [19:30<00:00,  2.44it/s]
Epoch 0: |          | 2853/? [19:30<00:00,  2.44it/s]
Epoch 0: |          | 2854/? [19:31<00:00,  2.44it/s]
Epoch 0: |          | 2854/? [19:31<00:00,  2.44it/s]
Epoch 0: |          | 2855/? [19:31<00:00,  2.44it/s]
Epoch 0: |          | 2855/? [19:31<00:00,  2.44it/s]
Epoch 0: |          | 2856/? [19:32<00:00,  2.44it/s]
Epoch 0: |          | 2856/? [19:32<00:00,  2.44it/s]
Epoch 0: |          | 2857/? [19:32<00:00,  2.44it/s]
Epoch 0: |          | 2857/? [19:32<00:00,  2.44it/s]
Epoch 0: |          | 2858/? [19:32<00:00,  2.44it/s]
Epoch 0: |          | 2858/? [19:32<00:00,  2.44it/s]
Epoch 0: |          | 2859/? [19:33<00:00,  2.44it/s]
Epoch 0: |          | 2859/? [19:33<00:00,  2.44it/s]
Epoch 0: |          | 2860/? [19:33<00:00,  2.44it/s]
Epoch 0: |          | 2860/? [19:33<00:00,  2.44it/s]
Epoch 0: |          | 2861/? [19:33<00:00,  2.44it/s]
Epoch 0: |          | 2861/? [19:33<00:00,  2.44it/s]
Epoch 0: |          | 2862/? [19:34<00:00,  2.44it/s]
Epoch 0: |          | 2862/? [19:34<00:00,  2.44it/s]
Epoch 0: |          | 2863/? [19:34<00:00,  2.44it/s]
Epoch 0: |          | 2863/? [19:34<00:00,  2.44it/s]
Epoch 0: |          | 2864/? [19:35<00:00,  2.44it/s]
Epoch 0: |          | 2864/? [19:35<00:00,  2.44it/s]
Epoch 0: |          | 2865/? [19:35<00:00,  2.44it/s]
Epoch 0: |          | 2865/? [19:35<00:00,  2.44it/s]
Epoch 0: |          | 2866/? [19:35<00:00,  2.44it/s]
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Epoch 0: |          | 2867/? [19:36<00:00,  2.44it/s]
Epoch 0: |          | 2867/? [19:36<00:00,  2.44it/s]
Epoch 0: |          | 2868/? [19:36<00:00,  2.44it/s]
Epoch 0: |          | 2868/? [19:36<00:00,  2.44it/s]
Epoch 0: |          | 2869/? [19:36<00:00,  2.44it/s]
Epoch 0: |          | 2869/? [19:36<00:00,  2.44it/s]
Epoch 0: |          | 2870/? [19:37<00:00,  2.44it/s]
Epoch 0: |          | 2870/? [19:37<00:00,  2.44it/s]
Epoch 0: |          | 2871/? [19:37<00:00,  2.44it/s]
Epoch 0: |          | 2871/? [19:37<00:00,  2.44it/s]
Epoch 0: |          | 2872/? [19:38<00:00,  2.44it/s]
Epoch 0: |          | 2872/? [19:38<00:00,  2.44it/s]
Epoch 0: |          | 2873/? [19:38<00:00,  2.44it/s]
Epoch 0: |          | 2873/? [19:38<00:00,  2.44it/s]
Epoch 0: |          | 2874/? [19:38<00:00,  2.44it/s]
Epoch 0: |          | 2874/? [19:38<00:00,  2.44it/s]
Epoch 0: |          | 2875/? [19:39<00:00,  2.44it/s]
Epoch 0: |          | 2875/? [19:39<00:00,  2.44it/s]
Epoch 0: |          | 2876/? [19:39<00:00,  2.44it/s]
Epoch 0: |          | 2876/? [19:39<00:00,  2.44it/s]
Epoch 0: |          | 2877/? [19:40<00:00,  2.44it/s]
Epoch 0: |          | 2877/? [19:40<00:00,  2.44it/s]
Epoch 0: |          | 2878/? [19:40<00:00,  2.44it/s]
Epoch 0: |          | 2878/? [19:40<00:00,  2.44it/s]
Epoch 0: |          | 2879/? [19:40<00:00,  2.44it/s]
Epoch 0: |          | 2879/? [19:40<00:00,  2.44it/s]
Epoch 0: |          | 2880/? [19:41<00:00,  2.44it/s]
Epoch 0: |          | 2880/? [19:41<00:00,  2.44it/s]
Epoch 0: |          | 2881/? [19:41<00:00,  2.44it/s]
Epoch 0: |          | 2881/? [19:41<00:00,  2.44it/s]
Epoch 0: |          | 2882/? [19:41<00:00,  2.44it/s]
Epoch 0: |          | 2882/? [19:41<00:00,  2.44it/s]
Epoch 0: |          | 2883/? [19:42<00:00,  2.44it/s]
Epoch 0: |          | 2883/? [19:42<00:00,  2.44it/s]
Epoch 0: |          | 2884/? [19:42<00:00,  2.44it/s]
Epoch 0: |          | 2884/? [19:42<00:00,  2.44it/s]
Epoch 0: |          | 2885/? [19:43<00:00,  2.44it/s]
Epoch 0: |          | 2885/? [19:43<00:00,  2.44it/s]
Epoch 0: |          | 2886/? [19:43<00:00,  2.44it/s]
Epoch 0: |          | 2886/? [19:43<00:00,  2.44it/s]
Epoch 0: |          | 2887/? [19:43<00:00,  2.44it/s]
Epoch 0: |          | 2887/? [19:43<00:00,  2.44it/s]
Epoch 0: |          | 2888/? [19:44<00:00,  2.44it/s]
Epoch 0: |          | 2888/? [19:44<00:00,  2.44it/s]
Epoch 0: |          | 2889/? [19:44<00:00,  2.44it/s]
Epoch 0: |          | 2889/? [19:44<00:00,  2.44it/s]
Epoch 0: |          | 2890/? [19:44<00:00,  2.44it/s]
Epoch 0: |          | 2890/? [19:44<00:00,  2.44it/s]
Epoch 0: |          | 2891/? [19:45<00:00,  2.44it/s]
Epoch 0: |          | 2891/? [19:45<00:00,  2.44it/s]
Epoch 0: |          | 2892/? [19:45<00:00,  2.44it/s]
Epoch 0: |          | 2892/? [19:45<00:00,  2.44it/s]
Epoch 0: |          | 2893/? [19:46<00:00,  2.44it/s]
Epoch 0: |          | 2893/? [19:46<00:00,  2.44it/s]
Epoch 0: |          | 2894/? [19:46<00:00,  2.44it/s]
Epoch 0: |          | 2894/? [19:46<00:00,  2.44it/s]
Epoch 0: |          | 2895/? [19:46<00:00,  2.44it/s]
Epoch 0: |          | 2895/? [19:46<00:00,  2.44it/s]
Epoch 0: |          | 2896/? [19:47<00:00,  2.44it/s]
Epoch 0: |          | 2896/? [19:47<00:00,  2.44it/s]
Epoch 0: |          | 2897/? [19:47<00:00,  2.44it/s]
Epoch 0: |          | 2897/? [19:47<00:00,  2.44it/s]
Epoch 0: |          | 2898/? [19:47<00:00,  2.44it/s]
Epoch 0: |          | 2898/? [19:47<00:00,  2.44it/s]
Epoch 0: |          | 2899/? [19:48<00:00,  2.44it/s]
Epoch 0: |          | 2899/? [19:48<00:00,  2.44it/s]
Epoch 0: |          | 2900/? [19:48<00:00,  2.44it/s]
Epoch 0: |          | 2900/? [19:48<00:00,  2.44it/s]
Epoch 0: |          | 2901/? [19:49<00:00,  2.44it/s]
Epoch 0: |          | 2901/? [19:49<00:00,  2.44it/s]
Epoch 0: |          | 2902/? [19:49<00:00,  2.44it/s]
Epoch 0: |          | 2902/? [19:49<00:00,  2.44it/s]
Epoch 0: |          | 2903/? [19:49<00:00,  2.44it/s]
Epoch 0: |          | 2903/? [19:49<00:00,  2.44it/s]
Epoch 0: |          | 2904/? [19:50<00:00,  2.44it/s]
Epoch 0: |          | 2904/? [19:50<00:00,  2.44it/s]
Epoch 0: |          | 2905/? [19:50<00:00,  2.44it/s]
Epoch 0: |          | 2905/? [19:50<00:00,  2.44it/s]
Epoch 0: |          | 2906/? [19:50<00:00,  2.44it/s]
Epoch 0: |          | 2906/? [19:50<00:00,  2.44it/s]
Epoch 0: |          | 2907/? [19:51<00:00,  2.44it/s]
Epoch 0: |          | 2907/? [19:51<00:00,  2.44it/s]
Epoch 0: |          | 2908/? [19:51<00:00,  2.44it/s]
Epoch 0: |          | 2908/? [19:51<00:00,  2.44it/s]
Epoch 0: |          | 2909/? [19:52<00:00,  2.44it/s]
Epoch 0: |          | 2909/? [19:52<00:00,  2.44it/s]
Epoch 0: |          | 2910/? [19:52<00:00,  2.44it/s]
Epoch 0: |          | 2910/? [19:52<00:00,  2.44it/s]
Epoch 0: |          | 2911/? [19:52<00:00,  2.44it/s]
Epoch 0: |          | 2911/? [19:52<00:00,  2.44it/s]
Epoch 0: |          | 2912/? [19:53<00:00,  2.44it/s]
Epoch 0: |          | 2912/? [19:53<00:00,  2.44it/s]
Epoch 0: |          | 2913/? [19:53<00:00,  2.44it/s]
Epoch 0: |          | 2913/? [19:53<00:00,  2.44it/s]
Epoch 0: |          | 2914/? [19:53<00:00,  2.44it/s]
Epoch 0: |          | 2914/? [19:53<00:00,  2.44it/s]
Epoch 0: |          | 2915/? [19:54<00:00,  2.44it/s]
Epoch 0: |          | 2915/? [19:54<00:00,  2.44it/s]
Epoch 0: |          | 2916/? [19:54<00:00,  2.44it/s]
Epoch 0: |          | 2916/? [19:54<00:00,  2.44it/s]
Epoch 0: |          | 2917/? [19:55<00:00,  2.44it/s]
Epoch 0: |          | 2917/? [19:55<00:00,  2.44it/s]
Epoch 0: |          | 2918/? [19:55<00:00,  2.44it/s]
Epoch 0: |          | 2918/? [19:55<00:00,  2.44it/s]
Epoch 0: |          | 2919/? [19:55<00:00,  2.44it/s]
Epoch 0: |          | 2919/? [19:55<00:00,  2.44it/s]
Epoch 0: |          | 2920/? [19:56<00:00,  2.44it/s]
Epoch 0: |          | 2920/? [19:56<00:00,  2.44it/s]
Epoch 0: |          | 2921/? [19:56<00:00,  2.44it/s]
Epoch 0: |          | 2921/? [19:56<00:00,  2.44it/s]
Epoch 0: |          | 2922/? [19:56<00:00,  2.44it/s]
Epoch 0: |          | 2922/? [19:56<00:00,  2.44it/s]
Epoch 0: |          | 2923/? [19:57<00:00,  2.44it/s]
Epoch 0: |          | 2923/? [19:57<00:00,  2.44it/s]
Epoch 0: |          | 2924/? [19:57<00:00,  2.44it/s]
Epoch 0: |          | 2924/? [19:57<00:00,  2.44it/s]
Epoch 0: |          | 2925/? [19:58<00:00,  2.44it/s]
Epoch 0: |          | 2925/? [19:58<00:00,  2.44it/s]
Epoch 0: |          | 2926/? [19:58<00:00,  2.44it/s]
Epoch 0: |          | 2926/? [19:58<00:00,  2.44it/s]
Epoch 0: |          | 2927/? [19:58<00:00,  2.44it/s]
Epoch 0: |          | 2927/? [19:58<00:00,  2.44it/s]
Epoch 0: |          | 2928/? [19:59<00:00,  2.44it/s]
Epoch 0: |          | 2928/? [19:59<00:00,  2.44it/s]
Epoch 0: |          | 2929/? [19:59<00:00,  2.44it/s]
Epoch 0: |          | 2929/? [19:59<00:00,  2.44it/s]
Epoch 0: |          | 2930/? [19:59<00:00,  2.44it/s]
Epoch 0: |          | 2930/? [19:59<00:00,  2.44it/s]
Epoch 0: |          | 2931/? [20:00<00:00,  2.44it/s]
Epoch 0: |          | 2931/? [20:00<00:00,  2.44it/s]
Epoch 0: |          | 2932/? [20:00<00:00,  2.44it/s]
Epoch 0: |          | 2932/? [20:00<00:00,  2.44it/s]
Epoch 0: |          | 2933/? [20:01<00:00,  2.44it/s]
Epoch 0: |          | 2933/? [20:01<00:00,  2.44it/s]
Epoch 0: |          | 2934/? [20:01<00:00,  2.44it/s]
Epoch 0: |          | 2934/? [20:01<00:00,  2.44it/s]
Epoch 0: |          | 2935/? [20:01<00:00,  2.44it/s]
Epoch 0: |          | 2935/? [20:01<00:00,  2.44it/s]
Epoch 0: |          | 2936/? [20:02<00:00,  2.44it/s]
Epoch 0: |          | 2936/? [20:02<00:00,  2.44it/s]
Epoch 0: |          | 2937/? [20:02<00:00,  2.44it/s]
Epoch 0: |          | 2937/? [20:02<00:00,  2.44it/s]
Epoch 0: |          | 2938/? [20:03<00:00,  2.44it/s]
Epoch 0: |          | 2938/? [20:03<00:00,  2.44it/s]
Epoch 0: |          | 2939/? [20:03<00:00,  2.44it/s]
Epoch 0: |          | 2939/? [20:03<00:00,  2.44it/s]
Epoch 0: |          | 2940/? [20:03<00:00,  2.44it/s]
Epoch 0: |          | 2940/? [20:03<00:00,  2.44it/s]
Epoch 0: |          | 2941/? [20:04<00:00,  2.44it/s]
Epoch 0: |          | 2941/? [20:04<00:00,  2.44it/s]
Epoch 0: |          | 2942/? [20:04<00:00,  2.44it/s]
Epoch 0: |          | 2942/? [20:04<00:00,  2.44it/s]
Epoch 0: |          | 2943/? [20:04<00:00,  2.44it/s]
Epoch 0: |          | 2943/? [20:04<00:00,  2.44it/s]
Epoch 0: |          | 2944/? [20:05<00:00,  2.44it/s]
Epoch 0: |          | 2944/? [20:05<00:00,  2.44it/s]
Epoch 0: |          | 2945/? [20:05<00:00,  2.44it/s]
Epoch 0: |          | 2945/? [20:05<00:00,  2.44it/s]
Epoch 0: |          | 2946/? [20:06<00:00,  2.44it/s]
Epoch 0: |          | 2946/? [20:06<00:00,  2.44it/s]
Epoch 0: |          | 2947/? [20:06<00:00,  2.44it/s]
Epoch 0: |          | 2947/? [20:06<00:00,  2.44it/s]
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Epoch 0: |          | 2962/? [20:12<00:00,  2.44it/s]
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Epoch 0: |          | 2968/? [20:14<00:00,  2.44it/s]
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Epoch 0: |          | 2969/? [20:14<00:00,  2.44it/s]
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Epoch 0: |          | 2970/? [20:15<00:00,  2.44it/s]
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Epoch 0: |          | 2971/? [20:15<00:00,  2.44it/s]
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Epoch 0: |          | 2972/? [20:15<00:00,  2.44it/s]
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Epoch 0: |          | 2973/? [20:16<00:00,  2.44it/s]
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Epoch 0: |          | 2977/? [20:17<00:00,  2.44it/s]
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Epoch 0: |          | 2978/? [20:18<00:00,  2.44it/s]
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Epoch 0: |          | 2980/? [20:18<00:00,  2.44it/s]
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Epoch 0: |          | 2981/? [20:19<00:00,  2.44it/s]
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Epoch 0: |          | 2983/? [20:20<00:00,  2.45it/s]
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Epoch 0: |          | 2986/? [20:21<00:00,  2.45it/s]
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Epoch 0: |          | 2987/? [20:21<00:00,  2.45it/s]
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Epoch 0: |          | 2988/? [20:21<00:00,  2.45it/s]
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Epoch 0: |          | 2989/? [20:22<00:00,  2.45it/s]
Epoch 0: |          | 2989/? [20:22<00:00,  2.45it/s]
Epoch 0: |          | 2990/? [20:22<00:00,  2.45it/s]
Epoch 0: |          | 2990/? [20:22<00:00,  2.45it/s]
Epoch 0: |          | 2991/? [20:23<00:00,  2.45it/s]
Epoch 0: |          | 2991/? [20:23<00:00,  2.45it/s]
Epoch 0: |          | 2992/? [20:23<00:00,  2.45it/s]
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Epoch 0: |          | 2993/? [20:23<00:00,  2.45it/s]
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Epoch 0: |          | 2994/? [20:24<00:00,  2.45it/s]
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Epoch 0: |          | 2995/? [20:24<00:00,  2.45it/s]
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Epoch 0: |          | 2996/? [20:24<00:00,  2.45it/s]
Epoch 0: |          | 2996/? [20:24<00:00,  2.45it/s]
Epoch 0: |          | 2997/? [20:25<00:00,  2.45it/s]
Epoch 0: |          | 2997/? [20:25<00:00,  2.45it/s]
Epoch 0: |          | 2998/? [20:25<00:00,  2.45it/s]
Epoch 0: |          | 2998/? [20:25<00:00,  2.45it/s]
Epoch 0: |          | 2999/? [20:26<00:00,  2.45it/s]
Epoch 0: |          | 2999/? [20:26<00:00,  2.45it/s]
Epoch 0: |          | 3000/? [20:26<00:00,  2.45it/s]
Epoch 0: |          | 3000/? [20:26<00:00,  2.45it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  9.72it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.17it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.23it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.07it/s]

Epoch 0: |          | 3000/? [20:26<00:00,  2.45it/s]
Epoch 0: |          | 3001/? [20:27<00:00,  2.45it/s]
Epoch 0: |          | 3001/? [20:27<00:00,  2.45it/s]
Epoch 0: |          | 3002/? [20:27<00:00,  2.45it/s]
Epoch 0: |          | 3002/? [20:27<00:00,  2.45it/s]
Epoch 0: |          | 3003/? [20:28<00:00,  2.45it/s]
Epoch 0: |          | 3003/? [20:28<00:00,  2.45it/s]
Epoch 0: |          | 3004/? [20:28<00:00,  2.45it/s]
Epoch 0: |          | 3004/? [20:28<00:00,  2.45it/s]
Epoch 0: |          | 3005/? [20:28<00:00,  2.45it/s]
Epoch 0: |          | 3005/? [20:28<00:00,  2.45it/s]
Epoch 0: |          | 3006/? [20:29<00:00,  2.45it/s]
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Epoch 0: |          | 3007/? [20:29<00:00,  2.45it/s]
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Epoch 0: |          | 3008/? [20:29<00:00,  2.45it/s]
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Epoch 0: |          | 3009/? [20:30<00:00,  2.45it/s]
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Epoch 0: |          | 3010/? [20:30<00:00,  2.45it/s]
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Epoch 0: |          | 3011/? [20:31<00:00,  2.45it/s]
Epoch 0: |          | 3011/? [20:31<00:00,  2.45it/s]
Epoch 0: |          | 3012/? [20:31<00:00,  2.45it/s]
Epoch 0: |          | 3012/? [20:31<00:00,  2.45it/s]
Epoch 0: |          | 3013/? [20:31<00:00,  2.45it/s]
Epoch 0: |          | 3013/? [20:31<00:00,  2.45it/s]
Epoch 0: |          | 3014/? [20:32<00:00,  2.45it/s]
Epoch 0: |          | 3014/? [20:32<00:00,  2.45it/s]
Epoch 0: |          | 3015/? [20:32<00:00,  2.45it/s]
Epoch 0: |          | 3015/? [20:32<00:00,  2.45it/s]
Epoch 0: |          | 3016/? [20:32<00:00,  2.45it/s]
Epoch 0: |          | 3016/? [20:32<00:00,  2.45it/s]
Epoch 0: |          | 3017/? [20:33<00:00,  2.45it/s]
Epoch 0: |          | 3017/? [20:33<00:00,  2.45it/s]
Epoch 0: |          | 3018/? [20:33<00:00,  2.45it/s]
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Epoch 0: |          | 3019/? [20:34<00:00,  2.45it/s]
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Epoch 0: |          | 3020/? [20:34<00:00,  2.45it/s]
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Epoch 0: |          | 3021/? [20:34<00:00,  2.45it/s]
Epoch 0: |          | 3021/? [20:34<00:00,  2.45it/s]
Epoch 0: |          | 3022/? [20:35<00:00,  2.45it/s]
Epoch 0: |          | 3022/? [20:35<00:00,  2.45it/s]
Epoch 0: |          | 3023/? [20:35<00:00,  2.45it/s]
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Epoch 0: |          | 3024/? [20:35<00:00,  2.45it/s]
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Epoch 0: |          | 3025/? [20:36<00:00,  2.45it/s]
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Epoch 0: |          | 3026/? [20:36<00:00,  2.45it/s]
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Epoch 0: |          | 3027/? [20:37<00:00,  2.45it/s]
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Epoch 0: |          | 3028/? [20:37<00:00,  2.45it/s]
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Epoch 0: |          | 3029/? [20:37<00:00,  2.45it/s]
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Epoch 0: |          | 3031/? [20:38<00:00,  2.45it/s]
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Epoch 0: |          | 3032/? [20:38<00:00,  2.45it/s]
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Epoch 0: |          | 3033/? [20:39<00:00,  2.45it/s]
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Epoch 0: |          | 3034/? [20:39<00:00,  2.45it/s]
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Epoch 0: |          | 3035/? [20:40<00:00,  2.45it/s]
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Epoch 0: |          | 3037/? [20:40<00:00,  2.45it/s]
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Epoch 0: |          | 3046/? [20:44<00:00,  2.45it/s]
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Epoch 0: |          | 3051/? [20:46<00:00,  2.45it/s]
Epoch 0: |          | 3051/? [20:46<00:00,  2.45it/s]
Epoch 0: |          | 3052/? [20:46<00:00,  2.45it/s]
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Epoch 0: |          | 3053/? [20:46<00:00,  2.45it/s]
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Epoch 0: |          | 3054/? [20:47<00:00,  2.45it/s]
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Epoch 0: |          | 3055/? [20:47<00:00,  2.45it/s]
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Epoch 0: |          | 3056/? [20:48<00:00,  2.45it/s]
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Epoch 0: |          | 3057/? [20:48<00:00,  2.45it/s]
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Epoch 0: |          | 3060/? [20:49<00:00,  2.45it/s]
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Epoch 0: |          | 3062/? [20:50<00:00,  2.45it/s]
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Epoch 0: |          | 3063/? [20:50<00:00,  2.45it/s]
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Epoch 0: |          | 3064/? [20:51<00:00,  2.45it/s]
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Epoch 0: |          | 3065/? [20:51<00:00,  2.45it/s]
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Epoch 0: |          | 3066/? [20:51<00:00,  2.45it/s]
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Epoch 0: |          | 3067/? [20:52<00:00,  2.45it/s]
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Epoch 0: |          | 3068/? [20:52<00:00,  2.45it/s]
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Epoch 0: |          | 3069/? [20:52<00:00,  2.45it/s]
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Epoch 0: |          | 3070/? [20:53<00:00,  2.45it/s]
Epoch 0: |          | 3070/? [20:53<00:00,  2.45it/s]
Epoch 0: |          | 3071/? [20:53<00:00,  2.45it/s]
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Epoch 0: |          | 3072/? [20:54<00:00,  2.45it/s]
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Epoch 0: |          | 3073/? [20:54<00:00,  2.45it/s]
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Epoch 0: |          | 3074/? [20:54<00:00,  2.45it/s]
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Epoch 0: |          | 3075/? [20:55<00:00,  2.45it/s]
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Epoch 0: |          | 3076/? [20:55<00:00,  2.45it/s]
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Epoch 0: |          | 3077/? [20:55<00:00,  2.45it/s]
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Epoch 0: |          | 3078/? [20:56<00:00,  2.45it/s]
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Epoch 0: |          | 3079/? [20:56<00:00,  2.45it/s]
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Epoch 0: |          | 3080/? [20:57<00:00,  2.45it/s]
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Epoch 0: |          | 3081/? [20:57<00:00,  2.45it/s]
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Epoch 0: |          | 3082/? [20:57<00:00,  2.45it/s]
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Epoch 0: |          | 3083/? [20:58<00:00,  2.45it/s]
Epoch 0: |          | 3083/? [20:58<00:00,  2.45it/s]
Epoch 0: |          | 3084/? [20:58<00:00,  2.45it/s]
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Epoch 0: |          | 3110/? [21:08<00:00,  2.45it/s]
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Epoch 0: |          | 3111/? [21:08<00:00,  2.45it/s]
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Epoch 0: |          | 3112/? [21:09<00:00,  2.45it/s]
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Epoch 0: |          | 3113/? [21:09<00:00,  2.45it/s]
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Epoch 0: |          | 3118/? [21:11<00:00,  2.45it/s]
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Epoch 0: |          | 3119/? [21:11<00:00,  2.45it/s]
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Epoch 0: |          | 3120/? [21:12<00:00,  2.45it/s]
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Epoch 0: |          | 3121/? [21:12<00:00,  2.45it/s]
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Epoch 0: |          | 3128/? [21:15<00:00,  2.45it/s]
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Epoch 0: |          | 3152/? [21:24<00:00,  2.45it/s]
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Epoch 0: |          | 3155/? [21:25<00:00,  2.45it/s]
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Epoch 0: |          | 3157/? [21:26<00:00,  2.45it/s]
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Epoch 0: |          | 3159/? [21:26<00:00,  2.45it/s]
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Epoch 0: |          | 3160/? [21:27<00:00,  2.46it/s]
Epoch 0: |          | 3160/? [21:27<00:00,  2.46it/s]
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Epoch 0: |          | 3162/? [21:27<00:00,  2.46it/s]
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Epoch 0: |          | 3163/? [21:28<00:00,  2.46it/s]
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Epoch 0: |          | 3165/? [21:29<00:00,  2.46it/s]
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Epoch 0: |          | 3170/? [21:30<00:00,  2.46it/s]
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Epoch 0: |          | 3171/? [21:31<00:00,  2.46it/s]
Epoch 0: |          | 3171/? [21:31<00:00,  2.46it/s]
Epoch 0: |          | 3172/? [21:31<00:00,  2.46it/s]
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Epoch 0: |          | 3173/? [21:32<00:00,  2.46it/s]
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Epoch 0: |          | 3174/? [21:32<00:00,  2.46it/s]
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Epoch 0: |          | 3175/? [21:32<00:00,  2.46it/s]
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Epoch 0: |          | 3176/? [21:33<00:00,  2.46it/s]
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Epoch 0: |          | 3177/? [21:33<00:00,  2.46it/s]
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Epoch 0: |          | 3178/? [21:33<00:00,  2.46it/s]
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Epoch 0: |          | 3179/? [21:34<00:00,  2.46it/s]
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Epoch 0: |          | 3180/? [21:34<00:00,  2.46it/s]
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Epoch 0: |          | 3181/? [21:35<00:00,  2.46it/s]
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Epoch 0: |          | 3182/? [21:35<00:00,  2.46it/s]
Epoch 0: |          | 3182/? [21:35<00:00,  2.46it/s]
Epoch 0: |          | 3183/? [21:35<00:00,  2.46it/s]
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Epoch 0: |          | 3184/? [21:36<00:00,  2.46it/s]
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Epoch 0: |          | 3185/? [21:36<00:00,  2.46it/s]
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Epoch 0: |          | 3186/? [21:36<00:00,  2.46it/s]
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Epoch 0: |          | 3187/? [21:37<00:00,  2.46it/s]
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Epoch 0: |          | 3188/? [21:37<00:00,  2.46it/s]
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Epoch 0: |          | 3189/? [21:38<00:00,  2.46it/s]
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Epoch 0: |          | 3190/? [21:38<00:00,  2.46it/s]
Epoch 0: |          | 3190/? [21:38<00:00,  2.46it/s]
Epoch 0: |          | 3191/? [21:38<00:00,  2.46it/s]
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Epoch 0: |          | 3192/? [21:39<00:00,  2.46it/s]
Epoch 0: |          | 3192/? [21:39<00:00,  2.46it/s]
Epoch 0: |          | 3193/? [21:39<00:00,  2.46it/s]
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Epoch 0: |          | 3194/? [21:39<00:00,  2.46it/s]
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Epoch 0: |          | 3195/? [21:40<00:00,  2.46it/s]
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Epoch 0: |          | 3197/? [21:41<00:00,  2.46it/s]
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Epoch 0: |          | 3198/? [21:41<00:00,  2.46it/s]
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Epoch 0: |          | 3199/? [21:41<00:00,  2.46it/s]
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Epoch 0: |          | 3200/? [21:42<00:00,  2.46it/s]
Epoch 0: |          | 3200/? [21:42<00:00,  2.46it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  9.52it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.05it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.14it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.07it/s]

Epoch 0: |          | 3200/? [21:42<00:00,  2.46it/s]
Epoch 0: |          | 3201/? [21:43<00:00,  2.46it/s]
Epoch 0: |          | 3201/? [21:43<00:00,  2.46it/s]
Epoch 0: |          | 3202/? [21:43<00:00,  2.46it/s]
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Epoch 0: |          | 3205/? [21:44<00:00,  2.46it/s]
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Epoch 0: |          | 3206/? [21:44<00:00,  2.46it/s]
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Epoch 0: |          | 3207/? [21:45<00:00,  2.46it/s]
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Epoch 0: |          | 3208/? [21:45<00:00,  2.46it/s]
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Epoch 0: |          | 3209/? [21:46<00:00,  2.46it/s]
Epoch 0: |          | 3209/? [21:46<00:00,  2.46it/s]
Epoch 0: |          | 3210/? [21:46<00:00,  2.46it/s]
Epoch 0: |          | 3210/? [21:46<00:00,  2.46it/s]
Epoch 0: |          | 3211/? [21:46<00:00,  2.46it/s]
Epoch 0: |          | 3211/? [21:46<00:00,  2.46it/s]
Epoch 0: |          | 3212/? [21:47<00:00,  2.46it/s]
Epoch 0: |          | 3212/? [21:47<00:00,  2.46it/s]
Epoch 0: |          | 3213/? [21:47<00:00,  2.46it/s]
Epoch 0: |          | 3213/? [21:47<00:00,  2.46it/s]
Epoch 0: |          | 3214/? [21:47<00:00,  2.46it/s]
Epoch 0: |          | 3214/? [21:47<00:00,  2.46it/s]
Epoch 0: |          | 3215/? [21:48<00:00,  2.46it/s]
Epoch 0: |          | 3215/? [21:48<00:00,  2.46it/s]
Epoch 0: |          | 3216/? [21:48<00:00,  2.46it/s]
Epoch 0: |          | 3216/? [21:48<00:00,  2.46it/s]
Epoch 0: |          | 3217/? [21:49<00:00,  2.46it/s]
Epoch 0: |          | 3217/? [21:49<00:00,  2.46it/s]
Epoch 0: |          | 3218/? [21:49<00:00,  2.46it/s]
Epoch 0: |          | 3218/? [21:49<00:00,  2.46it/s]
Epoch 0: |          | 3219/? [21:49<00:00,  2.46it/s]
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Epoch 0: |          | 3281/? [22:13<00:00,  2.46it/s]
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Epoch 0: |          | 3289/? [22:16<00:00,  2.46it/s]
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Epoch 0: |          | 3290/? [22:16<00:00,  2.46it/s]
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Epoch 0: |          | 3294/? [22:18<00:00,  2.46it/s]
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Epoch 0: |          | 3297/? [22:19<00:00,  2.46it/s]
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Epoch 0: |          | 3299/? [22:19<00:00,  2.46it/s]
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Epoch 0: |          | 3300/? [22:20<00:00,  2.46it/s]
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Epoch 0: |          | 3301/? [22:20<00:00,  2.46it/s]
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Epoch 0: |          | 3302/? [22:21<00:00,  2.46it/s]
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Epoch 0: |          | 3307/? [22:22<00:00,  2.46it/s]
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Epoch 0: |          | 3308/? [22:23<00:00,  2.46it/s]
Epoch 0: |          | 3308/? [22:23<00:00,  2.46it/s]
Epoch 0: |          | 3309/? [22:23<00:00,  2.46it/s]
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Epoch 0: |          | 3310/? [22:24<00:00,  2.46it/s]
Epoch 0: |          | 3310/? [22:24<00:00,  2.46it/s]
Epoch 0: |          | 3311/? [22:24<00:00,  2.46it/s]
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Epoch 0: |          | 3312/? [22:24<00:00,  2.46it/s]
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Epoch 0: |          | 3313/? [22:25<00:00,  2.46it/s]
Epoch 0: |          | 3313/? [22:25<00:00,  2.46it/s]
Epoch 0: |          | 3314/? [22:25<00:00,  2.46it/s]
Epoch 0: |          | 3314/? [22:25<00:00,  2.46it/s]
Epoch 0: |          | 3315/? [22:25<00:00,  2.46it/s]
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Epoch 0: |          | 3316/? [22:26<00:00,  2.46it/s]
Epoch 0: |          | 3316/? [22:26<00:00,  2.46it/s]
Epoch 0: |          | 3317/? [22:26<00:00,  2.46it/s]
Epoch 0: |          | 3317/? [22:26<00:00,  2.46it/s]
Epoch 0: |          | 3318/? [22:27<00:00,  2.46it/s]
Epoch 0: |          | 3318/? [22:27<00:00,  2.46it/s]
Epoch 0: |          | 3319/? [22:27<00:00,  2.46it/s]
Epoch 0: |          | 3319/? [22:27<00:00,  2.46it/s]
Epoch 0: |          | 3320/? [22:27<00:00,  2.46it/s]
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Epoch 0: |          | 3321/? [22:28<00:00,  2.46it/s]
Epoch 0: |          | 3321/? [22:28<00:00,  2.46it/s]
Epoch 0: |          | 3322/? [22:28<00:00,  2.46it/s]
Epoch 0: |          | 3322/? [22:28<00:00,  2.46it/s]
Epoch 0: |          | 3323/? [22:28<00:00,  2.46it/s]
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Epoch 0: |          | 3324/? [22:29<00:00,  2.46it/s]
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Epoch 0: |          | 3325/? [22:29<00:00,  2.46it/s]
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Epoch 0: |          | 3326/? [22:30<00:00,  2.46it/s]
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Epoch 0: |          | 3327/? [22:30<00:00,  2.46it/s]
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Epoch 0: |          | 3328/? [22:30<00:00,  2.46it/s]
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Epoch 0: |          | 3329/? [22:31<00:00,  2.46it/s]
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Epoch 0: |          | 3330/? [22:31<00:00,  2.46it/s]
Epoch 0: |          | 3330/? [22:31<00:00,  2.46it/s]
Epoch 0: |          | 3331/? [22:31<00:00,  2.46it/s]
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Epoch 0: |          | 3332/? [22:32<00:00,  2.46it/s]
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Epoch 0: |          | 3333/? [22:32<00:00,  2.46it/s]
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Epoch 0: |          | 3334/? [22:33<00:00,  2.46it/s]
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Epoch 0: |          | 3336/? [22:33<00:00,  2.46it/s]
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Epoch 0: |          | 3340/? [22:35<00:00,  2.46it/s]
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Epoch 0: |          | 3341/? [22:35<00:00,  2.46it/s]
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Epoch 0: |          | 3350/? [22:39<00:00,  2.46it/s]
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Epoch 0: |          | 3359/? [22:42<00:00,  2.47it/s]
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Epoch 0: |          | 3376/? [22:48<00:00,  2.47it/s]
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Epoch 0: |          | 3380/? [22:50<00:00,  2.47it/s]
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Epoch 0: |          | 3381/? [22:50<00:00,  2.47it/s]
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Epoch 0: |          | 3382/? [22:51<00:00,  2.47it/s]
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Epoch 0: |          | 3387/? [22:53<00:00,  2.47it/s]
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Epoch 0: |          | 3388/? [22:53<00:00,  2.47it/s]
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Epoch 0: |          | 3389/? [22:53<00:00,  2.47it/s]
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Epoch 0: |          | 3390/? [22:54<00:00,  2.47it/s]
Epoch 0: |          | 3390/? [22:54<00:00,  2.47it/s]
Epoch 0: |          | 3391/? [22:54<00:00,  2.47it/s]
Epoch 0: |          | 3391/? [22:54<00:00,  2.47it/s]
Epoch 0: |          | 3392/? [22:54<00:00,  2.47it/s]
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Epoch 0: |          | 3393/? [22:55<00:00,  2.47it/s]
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Epoch 0: |          | 3394/? [22:55<00:00,  2.47it/s]
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Epoch 0: |          | 3395/? [22:56<00:00,  2.47it/s]
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Epoch 0: |          | 3397/? [22:56<00:00,  2.47it/s]
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Epoch 0: |          | 3398/? [22:57<00:00,  2.47it/s]
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Epoch 0: |          | 3399/? [22:57<00:00,  2.47it/s]
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Epoch 0: |          | 3400/? [22:57<00:00,  2.47it/s]
Epoch 0: |          | 3400/? [22:57<00:00,  2.47it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00,  9.77it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.36it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.41it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.28it/s]

Epoch 0: |          | 3400/? [22:58<00:00,  2.47it/s]
Epoch 0: |          | 3401/? [22:58<00:00,  2.47it/s]
Epoch 0: |          | 3401/? [22:58<00:00,  2.47it/s]
Epoch 0: |          | 3402/? [22:59<00:00,  2.47it/s]
Epoch 0: |          | 3402/? [22:59<00:00,  2.47it/s]
Epoch 0: |          | 3403/? [22:59<00:00,  2.47it/s]
Epoch 0: |          | 3403/? [22:59<00:00,  2.47it/s]
Epoch 0: |          | 3404/? [22:59<00:00,  2.47it/s]
Epoch 0: |          | 3404/? [22:59<00:00,  2.47it/s]
Epoch 0: |          | 3405/? [23:00<00:00,  2.47it/s]
Epoch 0: |          | 3405/? [23:00<00:00,  2.47it/s]
Epoch 0: |          | 3406/? [23:00<00:00,  2.47it/s]
Epoch 0: |          | 3406/? [23:00<00:00,  2.47it/s]
Epoch 0: |          | 3407/? [23:00<00:00,  2.47it/s]
Epoch 0: |          | 3407/? [23:00<00:00,  2.47it/s]
Epoch 0: |          | 3408/? [23:01<00:00,  2.47it/s]
Epoch 0: |          | 3408/? [23:01<00:00,  2.47it/s]
Epoch 0: |          | 3409/? [23:01<00:00,  2.47it/s]
Epoch 0: |          | 3409/? [23:01<00:00,  2.47it/s]
Epoch 0: |          | 3410/? [23:02<00:00,  2.47it/s]
Epoch 0: |          | 3410/? [23:02<00:00,  2.47it/s]
Epoch 0: |          | 3411/? [23:02<00:00,  2.47it/s]
Epoch 0: |          | 3411/? [23:02<00:00,  2.47it/s]
Epoch 0: |          | 3412/? [23:02<00:00,  2.47it/s]
Epoch 0: |          | 3412/? [23:02<00:00,  2.47it/s]
Epoch 0: |          | 3413/? [23:03<00:00,  2.47it/s]
Epoch 0: |          | 3413/? [23:03<00:00,  2.47it/s]
Epoch 0: |          | 3414/? [23:03<00:00,  2.47it/s]
Epoch 0: |          | 3414/? [23:03<00:00,  2.47it/s]
Epoch 0: |          | 3415/? [23:03<00:00,  2.47it/s]
Epoch 0: |          | 3415/? [23:03<00:00,  2.47it/s]
Epoch 0: |          | 3416/? [23:04<00:00,  2.47it/s]
Epoch 0: |          | 3416/? [23:04<00:00,  2.47it/s]
Epoch 0: |          | 3417/? [23:04<00:00,  2.47it/s]
Epoch 0: |          | 3417/? [23:04<00:00,  2.47it/s]
Epoch 0: |          | 3418/? [23:05<00:00,  2.47it/s]
Epoch 0: |          | 3418/? [23:05<00:00,  2.47it/s]
Epoch 0: |          | 3419/? [23:05<00:00,  2.47it/s]
Epoch 0: |          | 3419/? [23:05<00:00,  2.47it/s]
Epoch 0: |          | 3420/? [23:05<00:00,  2.47it/s]
Epoch 0: |          | 3420/? [23:05<00:00,  2.47it/s]
Epoch 0: |          | 3421/? [23:06<00:00,  2.47it/s]
Epoch 0: |          | 3421/? [23:06<00:00,  2.47it/s]
Epoch 0: |          | 3422/? [23:06<00:00,  2.47it/s]
Epoch 0: |          | 3422/? [23:06<00:00,  2.47it/s]
Epoch 0: |          | 3423/? [23:06<00:00,  2.47it/s]
Epoch 0: |          | 3423/? [23:06<00:00,  2.47it/s]
Epoch 0: |          | 3424/? [23:07<00:00,  2.47it/s]
Epoch 0: |          | 3424/? [23:07<00:00,  2.47it/s]
Epoch 0: |          | 3425/? [23:07<00:00,  2.47it/s]
Epoch 0: |          | 3425/? [23:07<00:00,  2.47it/s]
Epoch 0: |          | 3426/? [23:08<00:00,  2.47it/s]
Epoch 0: |          | 3426/? [23:08<00:00,  2.47it/s]
Epoch 0: |          | 3427/? [23:08<00:00,  2.47it/s]
Epoch 0: |          | 3427/? [23:08<00:00,  2.47it/s]
Epoch 0: |          | 3428/? [23:08<00:00,  2.47it/s]
Epoch 0: |          | 3428/? [23:08<00:00,  2.47it/s]
Epoch 0: |          | 3429/? [23:09<00:00,  2.47it/s]
Epoch 0: |          | 3429/? [23:09<00:00,  2.47it/s]
Epoch 0: |          | 3430/? [23:09<00:00,  2.47it/s]
Epoch 0: |          | 3430/? [23:09<00:00,  2.47it/s]
Epoch 0: |          | 3431/? [23:09<00:00,  2.47it/s]
Epoch 0: |          | 3431/? [23:09<00:00,  2.47it/s]
Epoch 0: |          | 3432/? [23:10<00:00,  2.47it/s]
Epoch 0: |          | 3432/? [23:10<00:00,  2.47it/s]
Epoch 0: |          | 3433/? [23:10<00:00,  2.47it/s]
Epoch 0: |          | 3433/? [23:10<00:00,  2.47it/s]
Epoch 0: |          | 3434/? [23:11<00:00,  2.47it/s]
Epoch 0: |          | 3434/? [23:11<00:00,  2.47it/s]
Epoch 0: |          | 3435/? [23:11<00:00,  2.47it/s]
Epoch 0: |          | 3435/? [23:11<00:00,  2.47it/s]
Epoch 0: |          | 3436/? [23:11<00:00,  2.47it/s]
Epoch 0: |          | 3436/? [23:11<00:00,  2.47it/s]
Epoch 0: |          | 3437/? [23:12<00:00,  2.47it/s]
Epoch 0: |          | 3437/? [23:12<00:00,  2.47it/s]
Epoch 0: |          | 3438/? [23:12<00:00,  2.47it/s]
Epoch 0: |          | 3438/? [23:12<00:00,  2.47it/s]
Epoch 0: |          | 3439/? [23:12<00:00,  2.47it/s]
Epoch 0: |          | 3439/? [23:12<00:00,  2.47it/s]
Epoch 0: |          | 3440/? [23:13<00:00,  2.47it/s]
Epoch 0: |          | 3440/? [23:13<00:00,  2.47it/s]
Epoch 0: |          | 3441/? [23:13<00:00,  2.47it/s]
Epoch 0: |          | 3441/? [23:13<00:00,  2.47it/s]
Epoch 0: |          | 3442/? [23:14<00:00,  2.47it/s]
Epoch 0: |          | 3442/? [23:14<00:00,  2.47it/s]
Epoch 0: |          | 3443/? [23:14<00:00,  2.47it/s]
Epoch 0: |          | 3443/? [23:14<00:00,  2.47it/s]
Epoch 0: |          | 3444/? [23:14<00:00,  2.47it/s]
Epoch 0: |          | 3444/? [23:14<00:00,  2.47it/s]
Epoch 0: |          | 3445/? [23:15<00:00,  2.47it/s]
Epoch 0: |          | 3445/? [23:15<00:00,  2.47it/s]
Epoch 0: |          | 3446/? [23:15<00:00,  2.47it/s]
Epoch 0: |          | 3446/? [23:15<00:00,  2.47it/s]
Epoch 0: |          | 3447/? [23:15<00:00,  2.47it/s]
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Epoch 0: |          | 3448/? [23:16<00:00,  2.47it/s]
Epoch 0: |          | 3448/? [23:16<00:00,  2.47it/s]
Epoch 0: |          | 3449/? [23:16<00:00,  2.47it/s]
Epoch 0: |          | 3449/? [23:16<00:00,  2.47it/s]
Epoch 0: |          | 3450/? [23:17<00:00,  2.47it/s]
Epoch 0: |          | 3450/? [23:17<00:00,  2.47it/s]
Epoch 0: |          | 3451/? [23:17<00:00,  2.47it/s]
Epoch 0: |          | 3451/? [23:17<00:00,  2.47it/s]
Epoch 0: |          | 3452/? [23:17<00:00,  2.47it/s]
Epoch 0: |          | 3452/? [23:17<00:00,  2.47it/s]
Epoch 0: |          | 3453/? [23:18<00:00,  2.47it/s]
Epoch 0: |          | 3453/? [23:18<00:00,  2.47it/s]
Epoch 0: |          | 3454/? [23:18<00:00,  2.47it/s]
Epoch 0: |          | 3454/? [23:18<00:00,  2.47it/s]
Epoch 0: |          | 3455/? [23:19<00:00,  2.47it/s]
Epoch 0: |          | 3455/? [23:19<00:00,  2.47it/s]
Epoch 0: |          | 3456/? [23:19<00:00,  2.47it/s]
Epoch 0: |          | 3456/? [23:19<00:00,  2.47it/s]
Epoch 0: |          | 3457/? [23:19<00:00,  2.47it/s]
Epoch 0: |          | 3457/? [23:19<00:00,  2.47it/s]
Epoch 0: |          | 3458/? [23:20<00:00,  2.47it/s]
Epoch 0: |          | 3458/? [23:20<00:00,  2.47it/s]
Epoch 0: |          | 3459/? [23:20<00:00,  2.47it/s]
Epoch 0: |          | 3459/? [23:20<00:00,  2.47it/s]
Epoch 0: |          | 3460/? [23:20<00:00,  2.47it/s]
Epoch 0: |          | 3460/? [23:20<00:00,  2.47it/s]
Epoch 0: |          | 3461/? [23:21<00:00,  2.47it/s]
Epoch 0: |          | 3461/? [23:21<00:00,  2.47it/s]
Epoch 0: |          | 3462/? [23:21<00:00,  2.47it/s]
Epoch 0: |          | 3462/? [23:21<00:00,  2.47it/s]
Epoch 0: |          | 3463/? [23:22<00:00,  2.47it/s]
Epoch 0: |          | 3463/? [23:22<00:00,  2.47it/s]
Epoch 0: |          | 3464/? [23:22<00:00,  2.47it/s]
Epoch 0: |          | 3464/? [23:22<00:00,  2.47it/s]
Epoch 0: |          | 3465/? [23:22<00:00,  2.47it/s]
Epoch 0: |          | 3465/? [23:22<00:00,  2.47it/s]
Epoch 0: |          | 3466/? [23:23<00:00,  2.47it/s]
Epoch 0: |          | 3466/? [23:23<00:00,  2.47it/s]
Epoch 0: |          | 3467/? [23:23<00:00,  2.47it/s]
Epoch 0: |          | 3467/? [23:23<00:00,  2.47it/s]
Epoch 0: |          | 3468/? [23:23<00:00,  2.47it/s]
Epoch 0: |          | 3468/? [23:23<00:00,  2.47it/s]
Epoch 0: |          | 3469/? [23:24<00:00,  2.47it/s]
Epoch 0: |          | 3469/? [23:24<00:00,  2.47it/s]
Epoch 0: |          | 3470/? [23:24<00:00,  2.47it/s]
Epoch 0: |          | 3470/? [23:24<00:00,  2.47it/s]
Epoch 0: |          | 3471/? [23:25<00:00,  2.47it/s]
Epoch 0: |          | 3471/? [23:25<00:00,  2.47it/s]
Epoch 0: |          | 3472/? [23:25<00:00,  2.47it/s]
Epoch 0: |          | 3472/? [23:25<00:00,  2.47it/s]
Epoch 0: |          | 3473/? [23:25<00:00,  2.47it/s]
Epoch 0: |          | 3473/? [23:25<00:00,  2.47it/s]
Epoch 0: |          | 3474/? [23:26<00:00,  2.47it/s]
Epoch 0: |          | 3474/? [23:26<00:00,  2.47it/s]
Epoch 0: |          | 3475/? [23:26<00:00,  2.47it/s]
Epoch 0: |          | 3475/? [23:26<00:00,  2.47it/s]
Epoch 0: |          | 3476/? [23:26<00:00,  2.47it/s]
Epoch 0: |          | 3476/? [23:26<00:00,  2.47it/s]
Epoch 0: |          | 3477/? [23:27<00:00,  2.47it/s]
Epoch 0: |          | 3477/? [23:27<00:00,  2.47it/s]
Epoch 0: |          | 3478/? [23:27<00:00,  2.47it/s]
Epoch 0: |          | 3478/? [23:27<00:00,  2.47it/s]
Epoch 0: |          | 3479/? [23:28<00:00,  2.47it/s]
Epoch 0: |          | 3479/? [23:28<00:00,  2.47it/s]
Epoch 0: |          | 3480/? [23:28<00:00,  2.47it/s]
Epoch 0: |          | 3480/? [23:28<00:00,  2.47it/s]
Epoch 0: |          | 3481/? [23:28<00:00,  2.47it/s]
Epoch 0: |          | 3481/? [23:28<00:00,  2.47it/s]
Epoch 0: |          | 3482/? [23:29<00:00,  2.47it/s]
Epoch 0: |          | 3482/? [23:29<00:00,  2.47it/s]
Epoch 0: |          | 3483/? [23:29<00:00,  2.47it/s]
Epoch 0: |          | 3483/? [23:29<00:00,  2.47it/s]
Epoch 0: |          | 3484/? [23:29<00:00,  2.47it/s]
Epoch 0: |          | 3484/? [23:29<00:00,  2.47it/s]
Epoch 0: |          | 3485/? [23:30<00:00,  2.47it/s]
Epoch 0: |          | 3485/? [23:30<00:00,  2.47it/s]
Epoch 0: |          | 3486/? [23:30<00:00,  2.47it/s]
Epoch 0: |          | 3486/? [23:30<00:00,  2.47it/s]
Epoch 0: |          | 3487/? [23:31<00:00,  2.47it/s]
Epoch 0: |          | 3487/? [23:31<00:00,  2.47it/s]
Epoch 0: |          | 3488/? [23:31<00:00,  2.47it/s]
Epoch 0: |          | 3488/? [23:31<00:00,  2.47it/s]
Epoch 0: |          | 3489/? [23:31<00:00,  2.47it/s]
Epoch 0: |          | 3489/? [23:31<00:00,  2.47it/s]
Epoch 0: |          | 3490/? [23:32<00:00,  2.47it/s]
Epoch 0: |          | 3490/? [23:32<00:00,  2.47it/s]
Epoch 0: |          | 3491/? [23:32<00:00,  2.47it/s]
Epoch 0: |          | 3491/? [23:32<00:00,  2.47it/s]
Epoch 0: |          | 3492/? [23:32<00:00,  2.47it/s]
Epoch 0: |          | 3492/? [23:32<00:00,  2.47it/s]
Epoch 0: |          | 3493/? [23:33<00:00,  2.47it/s]
Epoch 0: |          | 3493/? [23:33<00:00,  2.47it/s]
Epoch 0: |          | 3494/? [23:33<00:00,  2.47it/s]
Epoch 0: |          | 3494/? [23:33<00:00,  2.47it/s]
Epoch 0: |          | 3495/? [23:34<00:00,  2.47it/s]
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Epoch 0: |          | 3501/? [23:36<00:00,  2.47it/s]
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Epoch 0: |          | 3502/? [23:36<00:00,  2.47it/s]
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Epoch 0: |          | 3503/? [23:37<00:00,  2.47it/s]
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Epoch 0: |          | 3504/? [23:37<00:00,  2.47it/s]
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Epoch 0: |          | 3505/? [23:37<00:00,  2.47it/s]
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Epoch 0: |          | 3506/? [23:38<00:00,  2.47it/s]
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Epoch 0: |          | 3507/? [23:38<00:00,  2.47it/s]
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Epoch 0: |          | 3509/? [23:39<00:00,  2.47it/s]
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Epoch 0: |          | 3510/? [23:39<00:00,  2.47it/s]
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Epoch 0: |          | 3511/? [23:40<00:00,  2.47it/s]
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Epoch 0: |          | 3512/? [23:40<00:00,  2.47it/s]
Epoch 0: |          | 3512/? [23:40<00:00,  2.47it/s]
Epoch 0: |          | 3513/? [23:40<00:00,  2.47it/s]
Epoch 0: |          | 3513/? [23:40<00:00,  2.47it/s]
Epoch 0: |          | 3514/? [23:41<00:00,  2.47it/s]
Epoch 0: |          | 3514/? [23:41<00:00,  2.47it/s]
Epoch 0: |          | 3515/? [23:41<00:00,  2.47it/s]
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Epoch 0: |          | 3516/? [23:41<00:00,  2.47it/s]
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Epoch 0: |          | 3517/? [23:42<00:00,  2.47it/s]
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Epoch 0: |          | 3518/? [23:42<00:00,  2.47it/s]
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Epoch 0: |          | 3519/? [23:43<00:00,  2.47it/s]
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Epoch 0: |          | 3520/? [23:43<00:00,  2.47it/s]
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Epoch 0: |          | 3521/? [23:43<00:00,  2.47it/s]
Epoch 0: |          | 3521/? [23:43<00:00,  2.47it/s]
Epoch 0: |          | 3522/? [23:44<00:00,  2.47it/s]
Epoch 0: |          | 3522/? [23:44<00:00,  2.47it/s]
Epoch 0: |          | 3523/? [23:44<00:00,  2.47it/s]
Epoch 0: |          | 3523/? [23:44<00:00,  2.47it/s]
Epoch 0: |          | 3524/? [23:44<00:00,  2.47it/s]
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Epoch 0: |          | 3525/? [23:45<00:00,  2.47it/s]
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Epoch 0: |          | 3526/? [23:45<00:00,  2.47it/s]
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Epoch 0: |          | 3527/? [23:46<00:00,  2.47it/s]
Epoch 0: |          | 3527/? [23:46<00:00,  2.47it/s]
Epoch 0: |          | 3528/? [23:46<00:00,  2.47it/s]
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Epoch 0: |          | 3529/? [23:46<00:00,  2.47it/s]
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Epoch 0: |          | 3530/? [23:47<00:00,  2.47it/s]
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Epoch 0: |          | 3531/? [23:47<00:00,  2.47it/s]
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Epoch 0: |          | 3532/? [23:47<00:00,  2.47it/s]
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Epoch 0: |          | 3533/? [23:48<00:00,  2.47it/s]
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Epoch 0: |          | 3534/? [23:48<00:00,  2.47it/s]
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Epoch 0: |          | 3535/? [23:49<00:00,  2.47it/s]
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Epoch 0: |          | 3536/? [23:49<00:00,  2.47it/s]
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Epoch 0: |          | 3537/? [23:49<00:00,  2.47it/s]
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Epoch 0: |          | 3538/? [23:50<00:00,  2.47it/s]
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Epoch 0: |          | 3539/? [23:50<00:00,  2.47it/s]
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Epoch 0: |          | 3540/? [23:50<00:00,  2.47it/s]
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Epoch 0: |          | 3541/? [23:51<00:00,  2.47it/s]
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Epoch 0: |          | 3542/? [23:51<00:00,  2.47it/s]
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Epoch 0: |          | 3543/? [23:52<00:00,  2.47it/s]
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Epoch 0: |          | 3546/? [23:53<00:00,  2.47it/s]
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Epoch 0: |          | 3547/? [23:53<00:00,  2.47it/s]
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Epoch 0: |          | 3548/? [23:53<00:00,  2.47it/s]
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Epoch 0: |          | 3550/? [23:54<00:00,  2.47it/s]
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Epoch 0: |          | 3551/? [23:55<00:00,  2.47it/s]
Epoch 0: |          | 3551/? [23:55<00:00,  2.47it/s]
Epoch 0: |          | 3552/? [23:55<00:00,  2.47it/s]
Epoch 0: |          | 3552/? [23:55<00:00,  2.47it/s]
Epoch 0: |          | 3553/? [23:55<00:00,  2.47it/s]
Epoch 0: |          | 3553/? [23:55<00:00,  2.47it/s]
Epoch 0: |          | 3554/? [23:56<00:00,  2.47it/s]
Epoch 0: |          | 3554/? [23:56<00:00,  2.47it/s]
Epoch 0: |          | 3555/? [23:56<00:00,  2.47it/s]
Epoch 0: |          | 3555/? [23:56<00:00,  2.47it/s]
Epoch 0: |          | 3556/? [23:56<00:00,  2.47it/s]
Epoch 0: |          | 3556/? [23:56<00:00,  2.47it/s]
Epoch 0: |          | 3557/? [23:57<00:00,  2.47it/s]
Epoch 0: |          | 3557/? [23:57<00:00,  2.47it/s]
Epoch 0: |          | 3558/? [23:57<00:00,  2.47it/s]
Epoch 0: |          | 3558/? [23:57<00:00,  2.47it/s]
Epoch 0: |          | 3559/? [23:58<00:00,  2.47it/s]
Epoch 0: |          | 3559/? [23:58<00:00,  2.47it/s]
Epoch 0: |          | 3560/? [23:58<00:00,  2.47it/s]
Epoch 0: |          | 3560/? [23:58<00:00,  2.47it/s]
Epoch 0: |          | 3561/? [23:58<00:00,  2.47it/s]
Epoch 0: |          | 3561/? [23:58<00:00,  2.47it/s]
Epoch 0: |          | 3562/? [23:59<00:00,  2.47it/s]
Epoch 0: |          | 3562/? [23:59<00:00,  2.47it/s]
Epoch 0: |          | 3563/? [23:59<00:00,  2.48it/s]
Epoch 0: |          | 3563/? [23:59<00:00,  2.48it/s]
Epoch 0: |          | 3564/? [23:59<00:00,  2.48it/s]
Epoch 0: |          | 3564/? [23:59<00:00,  2.48it/s]
Epoch 0: |          | 3565/? [24:00<00:00,  2.48it/s]
Epoch 0: |          | 3565/? [24:00<00:00,  2.48it/s]
Epoch 0: |          | 3566/? [24:00<00:00,  2.48it/s]
Epoch 0: |          | 3566/? [24:00<00:00,  2.48it/s]
Epoch 0: |          | 3567/? [24:01<00:00,  2.48it/s]
Epoch 0: |          | 3567/? [24:01<00:00,  2.48it/s]
Epoch 0: |          | 3568/? [24:01<00:00,  2.48it/s]
Epoch 0: |          | 3568/? [24:01<00:00,  2.48it/s]
Epoch 0: |          | 3569/? [24:01<00:00,  2.48it/s]
Epoch 0: |          | 3569/? [24:01<00:00,  2.48it/s]
Epoch 0: |          | 3570/? [24:02<00:00,  2.48it/s]
Epoch 0: |          | 3570/? [24:02<00:00,  2.48it/s]
Epoch 0: |          | 3571/? [24:02<00:00,  2.48it/s]
Epoch 0: |          | 3571/? [24:02<00:00,  2.48it/s]
Epoch 0: |          | 3572/? [24:02<00:00,  2.48it/s]
Epoch 0: |          | 3572/? [24:02<00:00,  2.48it/s]
Epoch 0: |          | 3573/? [24:03<00:00,  2.48it/s]
Epoch 0: |          | 3573/? [24:03<00:00,  2.48it/s]
Epoch 0: |          | 3574/? [24:03<00:00,  2.48it/s]
Epoch 0: |          | 3574/? [24:03<00:00,  2.48it/s]
Epoch 0: |          | 3575/? [24:04<00:00,  2.48it/s]
Epoch 0: |          | 3575/? [24:04<00:00,  2.48it/s]
Epoch 0: |          | 3576/? [24:04<00:00,  2.48it/s]
Epoch 0: |          | 3576/? [24:04<00:00,  2.48it/s]
Epoch 0: |          | 3577/? [24:04<00:00,  2.48it/s]
Epoch 0: |          | 3577/? [24:04<00:00,  2.48it/s]
Epoch 0: |          | 3578/? [24:05<00:00,  2.48it/s]
Epoch 0: |          | 3578/? [24:05<00:00,  2.48it/s]
Epoch 0: |          | 3579/? [24:05<00:00,  2.48it/s]
Epoch 0: |          | 3579/? [24:05<00:00,  2.48it/s]
Epoch 0: |          | 3580/? [24:05<00:00,  2.48it/s]
Epoch 0: |          | 3580/? [24:05<00:00,  2.48it/s]
Epoch 0: |          | 3581/? [24:06<00:00,  2.48it/s]
Epoch 0: |          | 3581/? [24:06<00:00,  2.48it/s]
Epoch 0: |          | 3582/? [24:06<00:00,  2.48it/s]
Epoch 0: |          | 3582/? [24:06<00:00,  2.48it/s]
Epoch 0: |          | 3583/? [24:07<00:00,  2.48it/s]
Epoch 0: |          | 3583/? [24:07<00:00,  2.48it/s]
Epoch 0: |          | 3584/? [24:07<00:00,  2.48it/s]
Epoch 0: |          | 3584/? [24:07<00:00,  2.48it/s]
Epoch 0: |          | 3585/? [24:07<00:00,  2.48it/s]
Epoch 0: |          | 3585/? [24:07<00:00,  2.48it/s]
Epoch 0: |          | 3586/? [24:08<00:00,  2.48it/s]
Epoch 0: |          | 3586/? [24:08<00:00,  2.48it/s]
Epoch 0: |          | 3587/? [24:08<00:00,  2.48it/s]
Epoch 0: |          | 3587/? [24:08<00:00,  2.48it/s]
Epoch 0: |          | 3588/? [24:08<00:00,  2.48it/s]
Epoch 0: |          | 3588/? [24:08<00:00,  2.48it/s]
Epoch 0: |          | 3589/? [24:09<00:00,  2.48it/s]
Epoch 0: |          | 3589/? [24:09<00:00,  2.48it/s]
Epoch 0: |          | 3590/? [24:09<00:00,  2.48it/s]
Epoch 0: |          | 3590/? [24:09<00:00,  2.48it/s]
Epoch 0: |          | 3591/? [24:10<00:00,  2.48it/s]
Epoch 0: |          | 3591/? [24:10<00:00,  2.48it/s]
Epoch 0: |          | 3592/? [24:10<00:00,  2.48it/s]
Epoch 0: |          | 3592/? [24:10<00:00,  2.48it/s]
Epoch 0: |          | 3593/? [24:10<00:00,  2.48it/s]
Epoch 0: |          | 3593/? [24:10<00:00,  2.48it/s]
Epoch 0: |          | 3594/? [24:11<00:00,  2.48it/s]
Epoch 0: |          | 3594/? [24:11<00:00,  2.48it/s]
Epoch 0: |          | 3595/? [24:11<00:00,  2.48it/s]
Epoch 0: |          | 3595/? [24:11<00:00,  2.48it/s]
Epoch 0: |          | 3596/? [24:11<00:00,  2.48it/s]
Epoch 0: |          | 3596/? [24:11<00:00,  2.48it/s]
Epoch 0: |          | 3597/? [24:12<00:00,  2.48it/s]
Epoch 0: |          | 3597/? [24:12<00:00,  2.48it/s]
Epoch 0: |          | 3598/? [24:12<00:00,  2.48it/s]
Epoch 0: |          | 3598/? [24:12<00:00,  2.48it/s]
Epoch 0: |          | 3599/? [24:13<00:00,  2.48it/s]
Epoch 0: |          | 3599/? [24:13<00:00,  2.48it/s]
Epoch 0: |          | 3600/? [24:13<00:00,  2.48it/s]
Epoch 0: |          | 3600/? [24:13<00:00,  2.48it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.17it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.61it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.63it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.59it/s]

Epoch 0: |          | 3600/? [24:13<00:00,  2.48it/s]
Epoch 0: |          | 3601/? [24:14<00:00,  2.48it/s]
Epoch 0: |          | 3601/? [24:14<00:00,  2.48it/s]
Epoch 0: |          | 3602/? [24:14<00:00,  2.48it/s]
Epoch 0: |          | 3602/? [24:14<00:00,  2.48it/s]
Epoch 0: |          | 3603/? [24:15<00:00,  2.48it/s]
Epoch 0: |          | 3603/? [24:15<00:00,  2.48it/s]
Epoch 0: |          | 3604/? [24:15<00:00,  2.48it/s]
Epoch 0: |          | 3604/? [24:15<00:00,  2.48it/s]
Epoch 0: |          | 3605/? [24:15<00:00,  2.48it/s]
Epoch 0: |          | 3605/? [24:15<00:00,  2.48it/s]
Epoch 0: |          | 3606/? [24:16<00:00,  2.48it/s]
Epoch 0: |          | 3606/? [24:16<00:00,  2.48it/s]
Epoch 0: |          | 3607/? [24:16<00:00,  2.48it/s]
Epoch 0: |          | 3607/? [24:16<00:00,  2.48it/s]
Epoch 0: |          | 3608/? [24:16<00:00,  2.48it/s]
Epoch 0: |          | 3608/? [24:16<00:00,  2.48it/s]
Epoch 0: |          | 3609/? [24:17<00:00,  2.48it/s]
Epoch 0: |          | 3609/? [24:17<00:00,  2.48it/s]
Epoch 0: |          | 3610/? [24:17<00:00,  2.48it/s]
Epoch 0: |          | 3610/? [24:17<00:00,  2.48it/s]
Epoch 0: |          | 3611/? [24:18<00:00,  2.48it/s]
Epoch 0: |          | 3611/? [24:18<00:00,  2.48it/s]
Epoch 0: |          | 3612/? [24:18<00:00,  2.48it/s]
Epoch 0: |          | 3612/? [24:18<00:00,  2.48it/s]
Epoch 0: |          | 3613/? [24:18<00:00,  2.48it/s]
Epoch 0: |          | 3613/? [24:18<00:00,  2.48it/s]
Epoch 0: |          | 3614/? [24:19<00:00,  2.48it/s]
Epoch 0: |          | 3614/? [24:19<00:00,  2.48it/s]
Epoch 0: |          | 3615/? [24:19<00:00,  2.48it/s]
Epoch 0: |          | 3615/? [24:19<00:00,  2.48it/s]
Epoch 0: |          | 3616/? [24:19<00:00,  2.48it/s]
Epoch 0: |          | 3616/? [24:19<00:00,  2.48it/s]
Epoch 0: |          | 3617/? [24:20<00:00,  2.48it/s]
Epoch 0: |          | 3617/? [24:20<00:00,  2.48it/s]
Epoch 0: |          | 3618/? [24:20<00:00,  2.48it/s]
Epoch 0: |          | 3618/? [24:20<00:00,  2.48it/s]
Epoch 0: |          | 3619/? [24:21<00:00,  2.48it/s]
Epoch 0: |          | 3619/? [24:21<00:00,  2.48it/s]
Epoch 0: |          | 3620/? [24:21<00:00,  2.48it/s]
Epoch 0: |          | 3620/? [24:21<00:00,  2.48it/s]
Epoch 0: |          | 3621/? [24:21<00:00,  2.48it/s]
Epoch 0: |          | 3621/? [24:21<00:00,  2.48it/s]
Epoch 0: |          | 3622/? [24:22<00:00,  2.48it/s]
Epoch 0: |          | 3622/? [24:22<00:00,  2.48it/s]
Epoch 0: |          | 3623/? [24:22<00:00,  2.48it/s]
Epoch 0: |          | 3623/? [24:22<00:00,  2.48it/s]
Epoch 0: |          | 3624/? [24:22<00:00,  2.48it/s]
Epoch 0: |          | 3624/? [24:22<00:00,  2.48it/s]
Epoch 0: |          | 3625/? [24:23<00:00,  2.48it/s]
Epoch 0: |          | 3625/? [24:23<00:00,  2.48it/s]
Epoch 0: |          | 3626/? [24:23<00:00,  2.48it/s]
Epoch 0: |          | 3626/? [24:23<00:00,  2.48it/s]
Epoch 0: |          | 3627/? [24:24<00:00,  2.48it/s]
Epoch 0: |          | 3627/? [24:24<00:00,  2.48it/s]
Epoch 0: |          | 3628/? [24:24<00:00,  2.48it/s]
Epoch 0: |          | 3628/? [24:24<00:00,  2.48it/s]
Epoch 0: |          | 3629/? [24:24<00:00,  2.48it/s]
Epoch 0: |          | 3629/? [24:24<00:00,  2.48it/s]
Epoch 0: |          | 3630/? [24:25<00:00,  2.48it/s]
Epoch 0: |          | 3630/? [24:25<00:00,  2.48it/s]
Epoch 0: |          | 3631/? [24:25<00:00,  2.48it/s]
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Epoch 0: |          | 3633/? [24:26<00:00,  2.48it/s]
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Epoch 0: |          | 3634/? [24:26<00:00,  2.48it/s]
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Epoch 0: |          | 3635/? [24:27<00:00,  2.48it/s]
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Epoch 0: |          | 3636/? [24:27<00:00,  2.48it/s]
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Epoch 0: |          | 3637/? [24:27<00:00,  2.48it/s]
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Epoch 0: |          | 3638/? [24:28<00:00,  2.48it/s]
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Epoch 0: |          | 3639/? [24:28<00:00,  2.48it/s]
Epoch 0: |          | 3639/? [24:28<00:00,  2.48it/s]
Epoch 0: |          | 3640/? [24:28<00:00,  2.48it/s]
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Epoch 0: |          | 3641/? [24:29<00:00,  2.48it/s]
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Epoch 0: |          | 3642/? [24:29<00:00,  2.48it/s]
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Epoch 0: |          | 3643/? [24:30<00:00,  2.48it/s]
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Epoch 0: |          | 3644/? [24:30<00:00,  2.48it/s]
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Epoch 0: |          | 3645/? [24:30<00:00,  2.48it/s]
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Epoch 0: |          | 3646/? [24:31<00:00,  2.48it/s]
Epoch 0: |          | 3646/? [24:31<00:00,  2.48it/s]
Epoch 0: |          | 3647/? [24:31<00:00,  2.48it/s]
Epoch 0: |          | 3647/? [24:31<00:00,  2.48it/s]
Epoch 0: |          | 3648/? [24:31<00:00,  2.48it/s]
Epoch 0: |          | 3648/? [24:31<00:00,  2.48it/s]
Epoch 0: |          | 3649/? [24:32<00:00,  2.48it/s]
Epoch 0: |          | 3649/? [24:32<00:00,  2.48it/s]
Epoch 0: |          | 3650/? [24:32<00:00,  2.48it/s]
Epoch 0: |          | 3650/? [24:32<00:00,  2.48it/s]
Epoch 0: |          | 3651/? [24:33<00:00,  2.48it/s]
Epoch 0: |          | 3651/? [24:33<00:00,  2.48it/s]
Epoch 0: |          | 3652/? [24:33<00:00,  2.48it/s]
Epoch 0: |          | 3652/? [24:33<00:00,  2.48it/s]
Epoch 0: |          | 3653/? [24:33<00:00,  2.48it/s]
Epoch 0: |          | 3653/? [24:33<00:00,  2.48it/s]
Epoch 0: |          | 3654/? [24:34<00:00,  2.48it/s]
Epoch 0: |          | 3654/? [24:34<00:00,  2.48it/s]
Epoch 0: |          | 3655/? [24:34<00:00,  2.48it/s]
Epoch 0: |          | 3655/? [24:34<00:00,  2.48it/s]
Epoch 0: |          | 3656/? [24:34<00:00,  2.48it/s]
Epoch 0: |          | 3656/? [24:34<00:00,  2.48it/s]
Epoch 0: |          | 3657/? [24:35<00:00,  2.48it/s]
Epoch 0: |          | 3657/? [24:35<00:00,  2.48it/s]
Epoch 0: |          | 3658/? [24:35<00:00,  2.48it/s]
Epoch 0: |          | 3658/? [24:35<00:00,  2.48it/s]
Epoch 0: |          | 3659/? [24:36<00:00,  2.48it/s]
Epoch 0: |          | 3659/? [24:36<00:00,  2.48it/s]
Epoch 0: |          | 3660/? [24:36<00:00,  2.48it/s]
Epoch 0: |          | 3660/? [24:36<00:00,  2.48it/s]
Epoch 0: |          | 3661/? [24:36<00:00,  2.48it/s]
Epoch 0: |          | 3661/? [24:36<00:00,  2.48it/s]
Epoch 0: |          | 3662/? [24:37<00:00,  2.48it/s]
Epoch 0: |          | 3662/? [24:37<00:00,  2.48it/s]
Epoch 0: |          | 3663/? [24:37<00:00,  2.48it/s]
Epoch 0: |          | 3663/? [24:37<00:00,  2.48it/s]
Epoch 0: |          | 3664/? [24:37<00:00,  2.48it/s]
Epoch 0: |          | 3664/? [24:37<00:00,  2.48it/s]
Epoch 0: |          | 3665/? [24:38<00:00,  2.48it/s]
Epoch 0: |          | 3665/? [24:38<00:00,  2.48it/s]
Epoch 0: |          | 3666/? [24:38<00:00,  2.48it/s]
Epoch 0: |          | 3666/? [24:38<00:00,  2.48it/s]
Epoch 0: |          | 3667/? [24:39<00:00,  2.48it/s]
Epoch 0: |          | 3667/? [24:39<00:00,  2.48it/s]
Epoch 0: |          | 3668/? [24:39<00:00,  2.48it/s]
Epoch 0: |          | 3668/? [24:39<00:00,  2.48it/s]
Epoch 0: |          | 3669/? [24:39<00:00,  2.48it/s]
Epoch 0: |          | 3669/? [24:39<00:00,  2.48it/s]
Epoch 0: |          | 3670/? [24:40<00:00,  2.48it/s]
Epoch 0: |          | 3670/? [24:40<00:00,  2.48it/s]
Epoch 0: |          | 3671/? [24:40<00:00,  2.48it/s]
Epoch 0: |          | 3671/? [24:40<00:00,  2.48it/s]
Epoch 0: |          | 3672/? [24:40<00:00,  2.48it/s]
Epoch 0: |          | 3672/? [24:40<00:00,  2.48it/s]
Epoch 0: |          | 3673/? [24:41<00:00,  2.48it/s]
Epoch 0: |          | 3673/? [24:41<00:00,  2.48it/s]
Epoch 0: |          | 3674/? [24:41<00:00,  2.48it/s]
Epoch 0: |          | 3674/? [24:41<00:00,  2.48it/s]
Epoch 0: |          | 3675/? [24:42<00:00,  2.48it/s]
Epoch 0: |          | 3675/? [24:42<00:00,  2.48it/s]
Epoch 0: |          | 3676/? [24:42<00:00,  2.48it/s]
Epoch 0: |          | 3676/? [24:42<00:00,  2.48it/s]
Epoch 0: |          | 3677/? [24:42<00:00,  2.48it/s]
Epoch 0: |          | 3677/? [24:42<00:00,  2.48it/s]
Epoch 0: |          | 3678/? [24:43<00:00,  2.48it/s]
Epoch 0: |          | 3678/? [24:43<00:00,  2.48it/s]
Epoch 0: |          | 3679/? [24:43<00:00,  2.48it/s]
Epoch 0: |          | 3679/? [24:43<00:00,  2.48it/s]
Epoch 0: |          | 3680/? [24:43<00:00,  2.48it/s]
Epoch 0: |          | 3680/? [24:43<00:00,  2.48it/s]
Epoch 0: |          | 3681/? [24:44<00:00,  2.48it/s]
Epoch 0: |          | 3681/? [24:44<00:00,  2.48it/s]
Epoch 0: |          | 3682/? [24:44<00:00,  2.48it/s]
Epoch 0: |          | 3682/? [24:44<00:00,  2.48it/s]
Epoch 0: |          | 3683/? [24:45<00:00,  2.48it/s]
Epoch 0: |          | 3683/? [24:45<00:00,  2.48it/s]
Epoch 0: |          | 3684/? [24:45<00:00,  2.48it/s]
Epoch 0: |          | 3684/? [24:45<00:00,  2.48it/s]
Epoch 0: |          | 3685/? [24:45<00:00,  2.48it/s]
Epoch 0: |          | 3685/? [24:45<00:00,  2.48it/s]
Epoch 0: |          | 3686/? [24:46<00:00,  2.48it/s]
Epoch 0: |          | 3686/? [24:46<00:00,  2.48it/s]
Epoch 0: |          | 3687/? [24:46<00:00,  2.48it/s]
Epoch 0: |          | 3687/? [24:46<00:00,  2.48it/s]
Epoch 0: |          | 3688/? [24:46<00:00,  2.48it/s]
Epoch 0: |          | 3688/? [24:46<00:00,  2.48it/s]
Epoch 0: |          | 3689/? [24:47<00:00,  2.48it/s]
Epoch 0: |          | 3689/? [24:47<00:00,  2.48it/s]
Epoch 0: |          | 3690/? [24:47<00:00,  2.48it/s]
Epoch 0: |          | 3690/? [24:47<00:00,  2.48it/s]
Epoch 0: |          | 3691/? [24:48<00:00,  2.48it/s]
Epoch 0: |          | 3691/? [24:48<00:00,  2.48it/s]
Epoch 0: |          | 3692/? [24:48<00:00,  2.48it/s]
Epoch 0: |          | 3692/? [24:48<00:00,  2.48it/s]
Epoch 0: |          | 3693/? [24:48<00:00,  2.48it/s]
Epoch 0: |          | 3693/? [24:48<00:00,  2.48it/s]
Epoch 0: |          | 3694/? [24:49<00:00,  2.48it/s]
Epoch 0: |          | 3694/? [24:49<00:00,  2.48it/s]
Epoch 0: |          | 3695/? [24:49<00:00,  2.48it/s]
Epoch 0: |          | 3695/? [24:49<00:00,  2.48it/s]
Epoch 0: |          | 3696/? [24:49<00:00,  2.48it/s]
Epoch 0: |          | 3696/? [24:49<00:00,  2.48it/s]
Epoch 0: |          | 3697/? [24:50<00:00,  2.48it/s]
Epoch 0: |          | 3697/? [24:50<00:00,  2.48it/s]
Epoch 0: |          | 3698/? [24:50<00:00,  2.48it/s]
Epoch 0: |          | 3698/? [24:50<00:00,  2.48it/s]
Epoch 0: |          | 3699/? [24:51<00:00,  2.48it/s]
Epoch 0: |          | 3699/? [24:51<00:00,  2.48it/s]
Epoch 0: |          | 3700/? [24:51<00:00,  2.48it/s]
Epoch 0: |          | 3700/? [24:51<00:00,  2.48it/s]
Epoch 0: |          | 3701/? [24:51<00:00,  2.48it/s]
Epoch 0: |          | 3701/? [24:51<00:00,  2.48it/s]
Epoch 0: |          | 3702/? [24:52<00:00,  2.48it/s]
Epoch 0: |          | 3702/? [24:52<00:00,  2.48it/s]
Epoch 0: |          | 3703/? [24:52<00:00,  2.48it/s]
Epoch 0: |          | 3703/? [24:52<00:00,  2.48it/s]
Epoch 0: |          | 3704/? [24:52<00:00,  2.48it/s]
Epoch 0: |          | 3704/? [24:52<00:00,  2.48it/s]
Epoch 0: |          | 3705/? [24:53<00:00,  2.48it/s]
Epoch 0: |          | 3705/? [24:53<00:00,  2.48it/s]
Epoch 0: |          | 3706/? [24:53<00:00,  2.48it/s]
Epoch 0: |          | 3706/? [24:53<00:00,  2.48it/s]
Epoch 0: |          | 3707/? [24:54<00:00,  2.48it/s]
Epoch 0: |          | 3707/? [24:54<00:00,  2.48it/s]
Epoch 0: |          | 3708/? [24:54<00:00,  2.48it/s]
Epoch 0: |          | 3708/? [24:54<00:00,  2.48it/s]
Epoch 0: |          | 3709/? [24:54<00:00,  2.48it/s]
Epoch 0: |          | 3709/? [24:54<00:00,  2.48it/s]
Epoch 0: |          | 3710/? [24:55<00:00,  2.48it/s]
Epoch 0: |          | 3710/? [24:55<00:00,  2.48it/s]
Epoch 0: |          | 3711/? [24:55<00:00,  2.48it/s]
Epoch 0: |          | 3711/? [24:55<00:00,  2.48it/s]
Epoch 0: |          | 3712/? [24:55<00:00,  2.48it/s]
Epoch 0: |          | 3712/? [24:55<00:00,  2.48it/s]
Epoch 0: |          | 3713/? [24:56<00:00,  2.48it/s]
Epoch 0: |          | 3713/? [24:56<00:00,  2.48it/s]
Epoch 0: |          | 3714/? [24:56<00:00,  2.48it/s]
Epoch 0: |          | 3714/? [24:56<00:00,  2.48it/s]
Epoch 0: |          | 3715/? [24:57<00:00,  2.48it/s]
Epoch 0: |          | 3715/? [24:57<00:00,  2.48it/s]
Epoch 0: |          | 3716/? [24:57<00:00,  2.48it/s]
Epoch 0: |          | 3716/? [24:57<00:00,  2.48it/s]
Epoch 0: |          | 3717/? [24:57<00:00,  2.48it/s]
Epoch 0: |          | 3717/? [24:57<00:00,  2.48it/s]
Epoch 0: |          | 3718/? [24:58<00:00,  2.48it/s]
Epoch 0: |          | 3718/? [24:58<00:00,  2.48it/s]
Epoch 0: |          | 3719/? [24:58<00:00,  2.48it/s]
Epoch 0: |          | 3719/? [24:58<00:00,  2.48it/s]
Epoch 0: |          | 3720/? [24:58<00:00,  2.48it/s]
Epoch 0: |          | 3720/? [24:58<00:00,  2.48it/s]
Epoch 0: |          | 3721/? [24:59<00:00,  2.48it/s]
Epoch 0: |          | 3721/? [24:59<00:00,  2.48it/s]
Epoch 0: |          | 3722/? [24:59<00:00,  2.48it/s]
Epoch 0: |          | 3722/? [24:59<00:00,  2.48it/s]
Epoch 0: |          | 3723/? [25:00<00:00,  2.48it/s]
Epoch 0: |          | 3723/? [25:00<00:00,  2.48it/s]
Epoch 0: |          | 3724/? [25:00<00:00,  2.48it/s]
Epoch 0: |          | 3724/? [25:00<00:00,  2.48it/s]
Epoch 0: |          | 3725/? [25:00<00:00,  2.48it/s]
Epoch 0: |          | 3725/? [25:00<00:00,  2.48it/s]
Epoch 0: |          | 3726/? [25:01<00:00,  2.48it/s]
Epoch 0: |          | 3726/? [25:01<00:00,  2.48it/s]
Epoch 0: |          | 3727/? [25:01<00:00,  2.48it/s]
Epoch 0: |          | 3727/? [25:01<00:00,  2.48it/s]
Epoch 0: |          | 3728/? [25:01<00:00,  2.48it/s]
Epoch 0: |          | 3728/? [25:01<00:00,  2.48it/s]
Epoch 0: |          | 3729/? [25:02<00:00,  2.48it/s]
Epoch 0: |          | 3729/? [25:02<00:00,  2.48it/s]
Epoch 0: |          | 3730/? [25:02<00:00,  2.48it/s]
Epoch 0: |          | 3730/? [25:02<00:00,  2.48it/s]
Epoch 0: |          | 3731/? [25:03<00:00,  2.48it/s]
Epoch 0: |          | 3731/? [25:03<00:00,  2.48it/s]
Epoch 0: |          | 3732/? [25:03<00:00,  2.48it/s]
Epoch 0: |          | 3732/? [25:03<00:00,  2.48it/s]
Epoch 0: |          | 3733/? [25:03<00:00,  2.48it/s]
Epoch 0: |          | 3733/? [25:03<00:00,  2.48it/s]
Epoch 0: |          | 3734/? [25:04<00:00,  2.48it/s]
Epoch 0: |          | 3734/? [25:04<00:00,  2.48it/s]
Epoch 0: |          | 3735/? [25:04<00:00,  2.48it/s]
Epoch 0: |          | 3735/? [25:04<00:00,  2.48it/s]
Epoch 0: |          | 3736/? [25:04<00:00,  2.48it/s]
Epoch 0: |          | 3736/? [25:04<00:00,  2.48it/s]
Epoch 0: |          | 3737/? [25:05<00:00,  2.48it/s]
Epoch 0: |          | 3737/? [25:05<00:00,  2.48it/s]
Epoch 0: |          | 3738/? [25:05<00:00,  2.48it/s]
Epoch 0: |          | 3738/? [25:05<00:00,  2.48it/s]
Epoch 0: |          | 3739/? [25:06<00:00,  2.48it/s]
Epoch 0: |          | 3739/? [25:06<00:00,  2.48it/s]
Epoch 0: |          | 3740/? [25:06<00:00,  2.48it/s]
Epoch 0: |          | 3740/? [25:06<00:00,  2.48it/s]
Epoch 0: |          | 3741/? [25:06<00:00,  2.48it/s]
Epoch 0: |          | 3741/? [25:06<00:00,  2.48it/s]
Epoch 0: |          | 3742/? [25:07<00:00,  2.48it/s]
Epoch 0: |          | 3742/? [25:07<00:00,  2.48it/s]
Epoch 0: |          | 3743/? [25:07<00:00,  2.48it/s]
Epoch 0: |          | 3743/? [25:07<00:00,  2.48it/s]
Epoch 0: |          | 3744/? [25:07<00:00,  2.48it/s]
Epoch 0: |          | 3744/? [25:07<00:00,  2.48it/s]
Epoch 0: |          | 3745/? [25:08<00:00,  2.48it/s]
Epoch 0: |          | 3745/? [25:08<00:00,  2.48it/s]
Epoch 0: |          | 3746/? [25:08<00:00,  2.48it/s]
Epoch 0: |          | 3746/? [25:08<00:00,  2.48it/s]
Epoch 0: |          | 3747/? [25:09<00:00,  2.48it/s]
Epoch 0: |          | 3747/? [25:09<00:00,  2.48it/s]
Epoch 0: |          | 3748/? [25:09<00:00,  2.48it/s]
Epoch 0: |          | 3748/? [25:09<00:00,  2.48it/s]
Epoch 0: |          | 3749/? [25:09<00:00,  2.48it/s]
Epoch 0: |          | 3749/? [25:09<00:00,  2.48it/s]
Epoch 0: |          | 3750/? [25:10<00:00,  2.48it/s]
Epoch 0: |          | 3750/? [25:10<00:00,  2.48it/s]
Epoch 0: |          | 3751/? [25:10<00:00,  2.48it/s]
Epoch 0: |          | 3751/? [25:10<00:00,  2.48it/s]
Epoch 0: |          | 3752/? [25:10<00:00,  2.48it/s]
Epoch 0: |          | 3752/? [25:10<00:00,  2.48it/s]
Epoch 0: |          | 3753/? [25:11<00:00,  2.48it/s]
Epoch 0: |          | 3753/? [25:11<00:00,  2.48it/s]
Epoch 0: |          | 3754/? [25:11<00:00,  2.48it/s]
Epoch 0: |          | 3754/? [25:11<00:00,  2.48it/s]
Epoch 0: |          | 3755/? [25:12<00:00,  2.48it/s]
Epoch 0: |          | 3755/? [25:12<00:00,  2.48it/s]
Epoch 0: |          | 3756/? [25:12<00:00,  2.48it/s]
Epoch 0: |          | 3756/? [25:12<00:00,  2.48it/s]
Epoch 0: |          | 3757/? [25:12<00:00,  2.48it/s]
Epoch 0: |          | 3757/? [25:12<00:00,  2.48it/s]
Epoch 0: |          | 3758/? [25:13<00:00,  2.48it/s]
Epoch 0: |          | 3758/? [25:13<00:00,  2.48it/s]
Epoch 0: |          | 3759/? [25:13<00:00,  2.48it/s]
Epoch 0: |          | 3759/? [25:13<00:00,  2.48it/s]
Epoch 0: |          | 3760/? [25:13<00:00,  2.48it/s]
Epoch 0: |          | 3760/? [25:13<00:00,  2.48it/s]
Epoch 0: |          | 3761/? [25:14<00:00,  2.48it/s]
Epoch 0: |          | 3761/? [25:14<00:00,  2.48it/s]
Epoch 0: |          | 3762/? [25:14<00:00,  2.48it/s]
Epoch 0: |          | 3762/? [25:14<00:00,  2.48it/s]
Epoch 0: |          | 3763/? [25:15<00:00,  2.48it/s]
Epoch 0: |          | 3763/? [25:15<00:00,  2.48it/s]
Epoch 0: |          | 3764/? [25:15<00:00,  2.48it/s]
Epoch 0: |          | 3764/? [25:15<00:00,  2.48it/s]
Epoch 0: |          | 3765/? [25:15<00:00,  2.48it/s]
Epoch 0: |          | 3765/? [25:15<00:00,  2.48it/s]
Epoch 0: |          | 3766/? [25:16<00:00,  2.48it/s]
Epoch 0: |          | 3766/? [25:16<00:00,  2.48it/s]
Epoch 0: |          | 3767/? [25:16<00:00,  2.48it/s]
Epoch 0: |          | 3767/? [25:16<00:00,  2.48it/s]
Epoch 0: |          | 3768/? [25:16<00:00,  2.48it/s]
Epoch 0: |          | 3768/? [25:16<00:00,  2.48it/s]
Epoch 0: |          | 3769/? [25:17<00:00,  2.48it/s]
Epoch 0: |          | 3769/? [25:17<00:00,  2.48it/s]
Epoch 0: |          | 3770/? [25:17<00:00,  2.48it/s]
Epoch 0: |          | 3770/? [25:17<00:00,  2.48it/s]
Epoch 0: |          | 3771/? [25:18<00:00,  2.48it/s]
Epoch 0: |          | 3771/? [25:18<00:00,  2.48it/s]
Epoch 0: |          | 3772/? [25:18<00:00,  2.48it/s]
Epoch 0: |          | 3772/? [25:18<00:00,  2.48it/s]
Epoch 0: |          | 3773/? [25:18<00:00,  2.48it/s]
Epoch 0: |          | 3773/? [25:18<00:00,  2.48it/s]
Epoch 0: |          | 3774/? [25:19<00:00,  2.48it/s]
Epoch 0: |          | 3774/? [25:19<00:00,  2.48it/s]
Epoch 0: |          | 3775/? [25:19<00:00,  2.48it/s]
Epoch 0: |          | 3775/? [25:19<00:00,  2.48it/s]
Epoch 0: |          | 3776/? [25:19<00:00,  2.48it/s]
Epoch 0: |          | 3776/? [25:19<00:00,  2.48it/s]
Epoch 0: |          | 3777/? [25:20<00:00,  2.48it/s]
Epoch 0: |          | 3777/? [25:20<00:00,  2.48it/s]
Epoch 0: |          | 3778/? [25:20<00:00,  2.48it/s]
Epoch 0: |          | 3778/? [25:20<00:00,  2.48it/s]
Epoch 0: |          | 3779/? [25:21<00:00,  2.48it/s]
Epoch 0: |          | 3779/? [25:21<00:00,  2.48it/s]
Epoch 0: |          | 3780/? [25:21<00:00,  2.48it/s]
Epoch 0: |          | 3780/? [25:21<00:00,  2.48it/s]
Epoch 0: |          | 3781/? [25:21<00:00,  2.48it/s]
Epoch 0: |          | 3781/? [25:21<00:00,  2.48it/s]
Epoch 0: |          | 3782/? [25:22<00:00,  2.48it/s]
Epoch 0: |          | 3782/? [25:22<00:00,  2.48it/s]
Epoch 0: |          | 3783/? [25:22<00:00,  2.48it/s]
Epoch 0: |          | 3783/? [25:22<00:00,  2.48it/s]
Epoch 0: |          | 3784/? [25:22<00:00,  2.48it/s]
Epoch 0: |          | 3784/? [25:22<00:00,  2.48it/s]
Epoch 0: |          | 3785/? [25:23<00:00,  2.48it/s]
Epoch 0: |          | 3785/? [25:23<00:00,  2.48it/s]
Epoch 0: |          | 3786/? [25:23<00:00,  2.48it/s]
Epoch 0: |          | 3786/? [25:23<00:00,  2.48it/s]
Epoch 0: |          | 3787/? [25:24<00:00,  2.48it/s]
Epoch 0: |          | 3787/? [25:24<00:00,  2.48it/s]
Epoch 0: |          | 3788/? [25:24<00:00,  2.48it/s]
Epoch 0: |          | 3788/? [25:24<00:00,  2.48it/s]
Epoch 0: |          | 3789/? [25:24<00:00,  2.48it/s]
Epoch 0: |          | 3789/? [25:24<00:00,  2.48it/s]
Epoch 0: |          | 3790/? [25:25<00:00,  2.48it/s]
Epoch 0: |          | 3790/? [25:25<00:00,  2.48it/s]
Epoch 0: |          | 3791/? [25:25<00:00,  2.49it/s]
Epoch 0: |          | 3791/? [25:25<00:00,  2.49it/s]
Epoch 0: |          | 3792/? [25:25<00:00,  2.49it/s]
Epoch 0: |          | 3792/? [25:25<00:00,  2.49it/s]
Epoch 0: |          | 3793/? [25:26<00:00,  2.49it/s]
Epoch 0: |          | 3793/? [25:26<00:00,  2.49it/s]
Epoch 0: |          | 3794/? [25:26<00:00,  2.49it/s]
Epoch 0: |          | 3794/? [25:26<00:00,  2.49it/s]
Epoch 0: |          | 3795/? [25:27<00:00,  2.49it/s]
Epoch 0: |          | 3795/? [25:27<00:00,  2.49it/s]
Epoch 0: |          | 3796/? [25:27<00:00,  2.49it/s]
Epoch 0: |          | 3796/? [25:27<00:00,  2.49it/s]
Epoch 0: |          | 3797/? [25:27<00:00,  2.49it/s]
Epoch 0: |          | 3797/? [25:27<00:00,  2.49it/s]
Epoch 0: |          | 3798/? [25:28<00:00,  2.49it/s]
Epoch 0: |          | 3798/? [25:28<00:00,  2.49it/s]
Epoch 0: |          | 3799/? [25:28<00:00,  2.49it/s]
Epoch 0: |          | 3799/? [25:28<00:00,  2.49it/s]
Epoch 0: |          | 3800/? [25:28<00:00,  2.49it/s]
Epoch 0: |          | 3800/? [25:28<00:00,  2.49it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.12it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.74it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.83it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.76it/s]

Epoch 0: |          | 3800/? [25:29<00:00,  2.48it/s]
Epoch 0: |          | 3801/? [25:29<00:00,  2.48it/s]
Epoch 0: |          | 3801/? [25:29<00:00,  2.48it/s]
Epoch 0: |          | 3802/? [25:30<00:00,  2.48it/s]
Epoch 0: |          | 3802/? [25:30<00:00,  2.48it/s]
Epoch 0: |          | 3803/? [25:30<00:00,  2.48it/s]
Epoch 0: |          | 3803/? [25:30<00:00,  2.48it/s]
Epoch 0: |          | 3804/? [25:30<00:00,  2.48it/s]
Epoch 0: |          | 3804/? [25:30<00:00,  2.48it/s]
Epoch 0: |          | 3805/? [25:31<00:00,  2.48it/s]
Epoch 0: |          | 3805/? [25:31<00:00,  2.48it/s]
Epoch 0: |          | 3806/? [25:31<00:00,  2.49it/s]
Epoch 0: |          | 3806/? [25:31<00:00,  2.49it/s]
Epoch 0: |          | 3807/? [25:31<00:00,  2.49it/s]
Epoch 0: |          | 3807/? [25:31<00:00,  2.49it/s]
Epoch 0: |          | 3808/? [25:32<00:00,  2.49it/s]
Epoch 0: |          | 3808/? [25:32<00:00,  2.49it/s]
Epoch 0: |          | 3809/? [25:32<00:00,  2.49it/s]
Epoch 0: |          | 3809/? [25:32<00:00,  2.49it/s]
Epoch 0: |          | 3810/? [25:33<00:00,  2.49it/s]
Epoch 0: |          | 3810/? [25:33<00:00,  2.49it/s]
Epoch 0: |          | 3811/? [25:33<00:00,  2.49it/s]
Epoch 0: |          | 3811/? [25:33<00:00,  2.49it/s]
Epoch 0: |          | 3812/? [25:33<00:00,  2.49it/s]
Epoch 0: |          | 3812/? [25:33<00:00,  2.49it/s]
Epoch 0: |          | 3813/? [25:34<00:00,  2.49it/s]
Epoch 0: |          | 3813/? [25:34<00:00,  2.49it/s]
Epoch 0: |          | 3814/? [25:34<00:00,  2.49it/s]
Epoch 0: |          | 3814/? [25:34<00:00,  2.49it/s]
Epoch 0: |          | 3815/? [25:34<00:00,  2.49it/s]
Epoch 0: |          | 3815/? [25:34<00:00,  2.49it/s]
Epoch 0: |          | 3816/? [25:35<00:00,  2.49it/s]
Epoch 0: |          | 3816/? [25:35<00:00,  2.49it/s]
Epoch 0: |          | 3817/? [25:35<00:00,  2.49it/s]
Epoch 0: |          | 3817/? [25:35<00:00,  2.49it/s]
Epoch 0: |          | 3818/? [25:36<00:00,  2.49it/s]
Epoch 0: |          | 3818/? [25:36<00:00,  2.49it/s]
Epoch 0: |          | 3819/? [25:36<00:00,  2.49it/s]
Epoch 0: |          | 3819/? [25:36<00:00,  2.49it/s]
Epoch 0: |          | 3820/? [25:36<00:00,  2.49it/s]
Epoch 0: |          | 3820/? [25:36<00:00,  2.49it/s]
Epoch 0: |          | 3821/? [25:37<00:00,  2.49it/s]
Epoch 0: |          | 3821/? [25:37<00:00,  2.49it/s]
Epoch 0: |          | 3822/? [25:37<00:00,  2.49it/s]
Epoch 0: |          | 3822/? [25:37<00:00,  2.49it/s]
Epoch 0: |          | 3823/? [25:37<00:00,  2.49it/s]
Epoch 0: |          | 3823/? [25:37<00:00,  2.49it/s]
Epoch 0: |          | 3824/? [25:38<00:00,  2.49it/s]
Epoch 0: |          | 3824/? [25:38<00:00,  2.49it/s]
Epoch 0: |          | 3825/? [25:38<00:00,  2.49it/s]
Epoch 0: |          | 3825/? [25:38<00:00,  2.49it/s]
Epoch 0: |          | 3826/? [25:39<00:00,  2.49it/s]
Epoch 0: |          | 3826/? [25:39<00:00,  2.49it/s]
Epoch 0: |          | 3827/? [25:39<00:00,  2.49it/s]
Epoch 0: |          | 3827/? [25:39<00:00,  2.49it/s]
Epoch 0: |          | 3828/? [25:39<00:00,  2.49it/s]
Epoch 0: |          | 3828/? [25:39<00:00,  2.49it/s]
Epoch 0: |          | 3829/? [25:40<00:00,  2.49it/s]
Epoch 0: |          | 3829/? [25:40<00:00,  2.49it/s]
Epoch 0: |          | 3830/? [25:40<00:00,  2.49it/s]
Epoch 0: |          | 3830/? [25:40<00:00,  2.49it/s]
Epoch 0: |          | 3831/? [25:40<00:00,  2.49it/s]
Epoch 0: |          | 3831/? [25:40<00:00,  2.49it/s]
Epoch 0: |          | 3832/? [25:41<00:00,  2.49it/s]
Epoch 0: |          | 3832/? [25:41<00:00,  2.49it/s]
Epoch 0: |          | 3833/? [25:41<00:00,  2.49it/s]
Epoch 0: |          | 3833/? [25:41<00:00,  2.49it/s]
Epoch 0: |          | 3834/? [25:42<00:00,  2.49it/s]
Epoch 0: |          | 3834/? [25:42<00:00,  2.49it/s]
Epoch 0: |          | 3835/? [25:42<00:00,  2.49it/s]
Epoch 0: |          | 3835/? [25:42<00:00,  2.49it/s]
Epoch 0: |          | 3836/? [25:42<00:00,  2.49it/s]
Epoch 0: |          | 3836/? [25:42<00:00,  2.49it/s]
Epoch 0: |          | 3837/? [25:43<00:00,  2.49it/s]
Epoch 0: |          | 3837/? [25:43<00:00,  2.49it/s]
Epoch 0: |          | 3838/? [25:43<00:00,  2.49it/s]
Epoch 0: |          | 3838/? [25:43<00:00,  2.49it/s]
Epoch 0: |          | 3839/? [25:43<00:00,  2.49it/s]
Epoch 0: |          | 3839/? [25:43<00:00,  2.49it/s]
Epoch 0: |          | 3840/? [25:44<00:00,  2.49it/s]
Epoch 0: |          | 3840/? [25:44<00:00,  2.49it/s]
Epoch 0: |          | 3841/? [25:44<00:00,  2.49it/s]
Epoch 0: |          | 3841/? [25:44<00:00,  2.49it/s]
Epoch 0: |          | 3842/? [25:45<00:00,  2.49it/s]
Epoch 0: |          | 3842/? [25:45<00:00,  2.49it/s]
Epoch 0: |          | 3843/? [25:45<00:00,  2.49it/s]
Epoch 0: |          | 3843/? [25:45<00:00,  2.49it/s]
Epoch 0: |          | 3844/? [25:45<00:00,  2.49it/s]
Epoch 0: |          | 3844/? [25:45<00:00,  2.49it/s]
Epoch 0: |          | 3845/? [25:46<00:00,  2.49it/s]
Epoch 0: |          | 3845/? [25:46<00:00,  2.49it/s]
Epoch 0: |          | 3846/? [25:46<00:00,  2.49it/s]
Epoch 0: |          | 3846/? [25:46<00:00,  2.49it/s]
Epoch 0: |          | 3847/? [25:46<00:00,  2.49it/s]
Epoch 0: |          | 3847/? [25:46<00:00,  2.49it/s]
Epoch 0: |          | 3848/? [25:47<00:00,  2.49it/s]
Epoch 0: |          | 3848/? [25:47<00:00,  2.49it/s]
Epoch 0: |          | 3849/? [25:47<00:00,  2.49it/s]
Epoch 0: |          | 3849/? [25:47<00:00,  2.49it/s]
Epoch 0: |          | 3850/? [25:48<00:00,  2.49it/s]
Epoch 0: |          | 3850/? [25:48<00:00,  2.49it/s]
Epoch 0: |          | 3851/? [25:48<00:00,  2.49it/s]
Epoch 0: |          | 3851/? [25:48<00:00,  2.49it/s]
Epoch 0: |          | 3852/? [25:48<00:00,  2.49it/s]
Epoch 0: |          | 3852/? [25:48<00:00,  2.49it/s]
Epoch 0: |          | 3853/? [25:49<00:00,  2.49it/s]
Epoch 0: |          | 3853/? [25:49<00:00,  2.49it/s]
Epoch 0: |          | 3854/? [25:49<00:00,  2.49it/s]
Epoch 0: |          | 3854/? [25:49<00:00,  2.49it/s]
Epoch 0: |          | 3855/? [25:49<00:00,  2.49it/s]
Epoch 0: |          | 3855/? [25:49<00:00,  2.49it/s]
Epoch 0: |          | 3856/? [25:50<00:00,  2.49it/s]
Epoch 0: |          | 3856/? [25:50<00:00,  2.49it/s]
Epoch 0: |          | 3857/? [25:50<00:00,  2.49it/s]
Epoch 0: |          | 3857/? [25:50<00:00,  2.49it/s]
Epoch 0: |          | 3858/? [25:51<00:00,  2.49it/s]
Epoch 0: |          | 3858/? [25:51<00:00,  2.49it/s]
Epoch 0: |          | 3859/? [25:51<00:00,  2.49it/s]
Epoch 0: |          | 3859/? [25:51<00:00,  2.49it/s]
Epoch 0: |          | 3860/? [25:51<00:00,  2.49it/s]
Epoch 0: |          | 3860/? [25:51<00:00,  2.49it/s]
Epoch 0: |          | 3861/? [25:52<00:00,  2.49it/s]
Epoch 0: |          | 3861/? [25:52<00:00,  2.49it/s]
Epoch 0: |          | 3862/? [25:52<00:00,  2.49it/s]
Epoch 0: |          | 3862/? [25:52<00:00,  2.49it/s]
Epoch 0: |          | 3863/? [25:52<00:00,  2.49it/s]
Epoch 0: |          | 3863/? [25:52<00:00,  2.49it/s]
Epoch 0: |          | 3864/? [25:53<00:00,  2.49it/s]
Epoch 0: |          | 3864/? [25:53<00:00,  2.49it/s]
Epoch 0: |          | 3865/? [25:53<00:00,  2.49it/s]
Epoch 0: |          | 3865/? [25:53<00:00,  2.49it/s]
Epoch 0: |          | 3866/? [25:54<00:00,  2.49it/s]
Epoch 0: |          | 3866/? [25:54<00:00,  2.49it/s]
Epoch 0: |          | 3867/? [25:54<00:00,  2.49it/s]
Epoch 0: |          | 3867/? [25:54<00:00,  2.49it/s]
Epoch 0: |          | 3868/? [25:54<00:00,  2.49it/s]
Epoch 0: |          | 3868/? [25:54<00:00,  2.49it/s]
Epoch 0: |          | 3869/? [25:55<00:00,  2.49it/s]
Epoch 0: |          | 3869/? [25:55<00:00,  2.49it/s]
Epoch 0: |          | 3870/? [25:55<00:00,  2.49it/s]
Epoch 0: |          | 3870/? [25:55<00:00,  2.49it/s]
Epoch 0: |          | 3871/? [25:55<00:00,  2.49it/s]
Epoch 0: |          | 3871/? [25:55<00:00,  2.49it/s]
Epoch 0: |          | 3872/? [25:56<00:00,  2.49it/s]
Epoch 0: |          | 3872/? [25:56<00:00,  2.49it/s]
Epoch 0: |          | 3873/? [25:56<00:00,  2.49it/s]
Epoch 0: |          | 3873/? [25:56<00:00,  2.49it/s]
Epoch 0: |          | 3874/? [25:57<00:00,  2.49it/s]
Epoch 0: |          | 3874/? [25:57<00:00,  2.49it/s]
Epoch 0: |          | 3875/? [25:57<00:00,  2.49it/s]
Epoch 0: |          | 3875/? [25:57<00:00,  2.49it/s]
Epoch 0: |          | 3876/? [25:57<00:00,  2.49it/s]
Epoch 0: |          | 3876/? [25:57<00:00,  2.49it/s]
Epoch 0: |          | 3877/? [25:58<00:00,  2.49it/s]
Epoch 0: |          | 3877/? [25:58<00:00,  2.49it/s]
Epoch 0: |          | 3878/? [25:58<00:00,  2.49it/s]
Epoch 0: |          | 3878/? [25:58<00:00,  2.49it/s]
Epoch 0: |          | 3879/? [25:58<00:00,  2.49it/s]
Epoch 0: |          | 3879/? [25:58<00:00,  2.49it/s]
Epoch 0: |          | 3880/? [25:59<00:00,  2.49it/s]
Epoch 0: |          | 3880/? [25:59<00:00,  2.49it/s]
Epoch 0: |          | 3881/? [25:59<00:00,  2.49it/s]
Epoch 0: |          | 3881/? [25:59<00:00,  2.49it/s]
Epoch 0: |          | 3882/? [26:00<00:00,  2.49it/s]
Epoch 0: |          | 3882/? [26:00<00:00,  2.49it/s]
Epoch 0: |          | 3883/? [26:00<00:00,  2.49it/s]
Epoch 0: |          | 3883/? [26:00<00:00,  2.49it/s]
Epoch 0: |          | 3884/? [26:00<00:00,  2.49it/s]
Epoch 0: |          | 3884/? [26:00<00:00,  2.49it/s]
Epoch 0: |          | 3885/? [26:01<00:00,  2.49it/s]
Epoch 0: |          | 3885/? [26:01<00:00,  2.49it/s]
Epoch 0: |          | 3886/? [26:01<00:00,  2.49it/s]
Epoch 0: |          | 3886/? [26:01<00:00,  2.49it/s]
Epoch 0: |          | 3887/? [26:01<00:00,  2.49it/s]
Epoch 0: |          | 3887/? [26:01<00:00,  2.49it/s]
Epoch 0: |          | 3888/? [26:02<00:00,  2.49it/s]
Epoch 0: |          | 3888/? [26:02<00:00,  2.49it/s]
Epoch 0: |          | 3889/? [26:02<00:00,  2.49it/s]
Epoch 0: |          | 3889/? [26:02<00:00,  2.49it/s]
Epoch 0: |          | 3890/? [26:03<00:00,  2.49it/s]
Epoch 0: |          | 3890/? [26:03<00:00,  2.49it/s]
Epoch 0: |          | 3891/? [26:03<00:00,  2.49it/s]
Epoch 0: |          | 3891/? [26:03<00:00,  2.49it/s]
Epoch 0: |          | 3892/? [26:03<00:00,  2.49it/s]
Epoch 0: |          | 3892/? [26:03<00:00,  2.49it/s]
Epoch 0: |          | 3893/? [26:04<00:00,  2.49it/s]
Epoch 0: |          | 3893/? [26:04<00:00,  2.49it/s]
Epoch 0: |          | 3894/? [26:04<00:00,  2.49it/s]
Epoch 0: |          | 3894/? [26:04<00:00,  2.49it/s]
Epoch 0: |          | 3895/? [26:04<00:00,  2.49it/s]
Epoch 0: |          | 3895/? [26:04<00:00,  2.49it/s]
Epoch 0: |          | 3896/? [26:05<00:00,  2.49it/s]
Epoch 0: |          | 3896/? [26:05<00:00,  2.49it/s]
Epoch 0: |          | 3897/? [26:05<00:00,  2.49it/s]
Epoch 0: |          | 3897/? [26:05<00:00,  2.49it/s]
Epoch 0: |          | 3898/? [26:06<00:00,  2.49it/s]
Epoch 0: |          | 3898/? [26:06<00:00,  2.49it/s]
Epoch 0: |          | 3899/? [26:06<00:00,  2.49it/s]
Epoch 0: |          | 3899/? [26:06<00:00,  2.49it/s]
Epoch 0: |          | 3900/? [26:06<00:00,  2.49it/s]
Epoch 0: |          | 3900/? [26:06<00:00,  2.49it/s]
Epoch 0: |          | 3901/? [26:07<00:00,  2.49it/s]
Epoch 0: |          | 3901/? [26:07<00:00,  2.49it/s]
Epoch 0: |          | 3902/? [26:07<00:00,  2.49it/s]
Epoch 0: |          | 3902/? [26:07<00:00,  2.49it/s]
Epoch 0: |          | 3903/? [26:07<00:00,  2.49it/s]
Epoch 0: |          | 3903/? [26:07<00:00,  2.49it/s]
Epoch 0: |          | 3904/? [26:08<00:00,  2.49it/s]
Epoch 0: |          | 3904/? [26:08<00:00,  2.49it/s]
Epoch 0: |          | 3905/? [26:08<00:00,  2.49it/s]
Epoch 0: |          | 3905/? [26:08<00:00,  2.49it/s]
Epoch 0: |          | 3906/? [26:09<00:00,  2.49it/s]
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Epoch 0: |          | 3910/? [26:10<00:00,  2.49it/s]
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Epoch 0: |          | 3911/? [26:10<00:00,  2.49it/s]
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Epoch 0: |          | 3912/? [26:11<00:00,  2.49it/s]
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Epoch 0: |          | 3913/? [26:11<00:00,  2.49it/s]
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Epoch 0: |          | 3914/? [26:11<00:00,  2.49it/s]
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Epoch 0: |          | 3915/? [26:12<00:00,  2.49it/s]
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Epoch 0: |          | 3916/? [26:12<00:00,  2.49it/s]
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Epoch 0: |          | 3917/? [26:13<00:00,  2.49it/s]
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Epoch 0: |          | 3918/? [26:13<00:00,  2.49it/s]
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Epoch 0: |          | 3919/? [26:13<00:00,  2.49it/s]
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Epoch 0: |          | 3920/? [26:14<00:00,  2.49it/s]
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Epoch 0: |          | 3921/? [26:14<00:00,  2.49it/s]
Epoch 0: |          | 3921/? [26:14<00:00,  2.49it/s]
Epoch 0: |          | 3922/? [26:15<00:00,  2.49it/s]
Epoch 0: |          | 3922/? [26:15<00:00,  2.49it/s]
Epoch 0: |          | 3923/? [26:15<00:00,  2.49it/s]
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Epoch 0: |          | 3924/? [26:15<00:00,  2.49it/s]
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Epoch 0: |          | 3925/? [26:16<00:00,  2.49it/s]
Epoch 0: |          | 3925/? [26:16<00:00,  2.49it/s]
Epoch 0: |          | 3926/? [26:16<00:00,  2.49it/s]
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Epoch 0: |          | 3927/? [26:16<00:00,  2.49it/s]
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Epoch 0: |          | 3928/? [26:17<00:00,  2.49it/s]
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Epoch 0: |          | 3929/? [26:17<00:00,  2.49it/s]
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Epoch 0: |          | 3930/? [26:18<00:00,  2.49it/s]
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Epoch 0: |          | 3931/? [26:18<00:00,  2.49it/s]
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Epoch 0: |          | 3932/? [26:18<00:00,  2.49it/s]
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Epoch 0: |          | 3933/? [26:19<00:00,  2.49it/s]
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Epoch 0: |          | 3934/? [26:19<00:00,  2.49it/s]
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Epoch 0: |          | 3935/? [26:19<00:00,  2.49it/s]
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Epoch 0: |          | 3936/? [26:20<00:00,  2.49it/s]
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Epoch 0: |          | 3937/? [26:20<00:00,  2.49it/s]
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Epoch 0: |          | 3938/? [26:21<00:00,  2.49it/s]
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Epoch 0: |          | 3939/? [26:21<00:00,  2.49it/s]
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Epoch 0: |          | 3940/? [26:21<00:00,  2.49it/s]
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Epoch 0: |          | 3941/? [26:22<00:00,  2.49it/s]
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Epoch 0: |          | 3944/? [26:23<00:00,  2.49it/s]
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Epoch 0: |          | 3946/? [26:24<00:00,  2.49it/s]
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Epoch 0: |          | 3949/? [26:25<00:00,  2.49it/s]
Epoch 0: |          | 3949/? [26:25<00:00,  2.49it/s]
Epoch 0: |          | 3950/? [26:25<00:00,  2.49it/s]
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Epoch 0: |          | 3951/? [26:25<00:00,  2.49it/s]
Epoch 0: |          | 3951/? [26:25<00:00,  2.49it/s]
Epoch 0: |          | 3952/? [26:26<00:00,  2.49it/s]
Epoch 0: |          | 3952/? [26:26<00:00,  2.49it/s]
Epoch 0: |          | 3953/? [26:26<00:00,  2.49it/s]
Epoch 0: |          | 3953/? [26:26<00:00,  2.49it/s]
Epoch 0: |          | 3954/? [26:27<00:00,  2.49it/s]
Epoch 0: |          | 3954/? [26:27<00:00,  2.49it/s]
Epoch 0: |          | 3955/? [26:27<00:00,  2.49it/s]
Epoch 0: |          | 3955/? [26:27<00:00,  2.49it/s]
Epoch 0: |          | 3956/? [26:27<00:00,  2.49it/s]
Epoch 0: |          | 3956/? [26:27<00:00,  2.49it/s]
Epoch 0: |          | 3957/? [26:28<00:00,  2.49it/s]
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Epoch 0: |          | 3958/? [26:28<00:00,  2.49it/s]
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Epoch 0: |          | 3959/? [26:28<00:00,  2.49it/s]
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Epoch 0: |          | 3960/? [26:29<00:00,  2.49it/s]
Epoch 0: |          | 3960/? [26:29<00:00,  2.49it/s]
Epoch 0: |          | 3961/? [26:29<00:00,  2.49it/s]
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Epoch 0: |          | 3962/? [26:30<00:00,  2.49it/s]
Epoch 0: |          | 3962/? [26:30<00:00,  2.49it/s]
Epoch 0: |          | 3963/? [26:30<00:00,  2.49it/s]
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Epoch 0: |          | 3964/? [26:30<00:00,  2.49it/s]
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Epoch 0: |          | 3965/? [26:31<00:00,  2.49it/s]
Epoch 0: |          | 3965/? [26:31<00:00,  2.49it/s]
Epoch 0: |          | 3966/? [26:31<00:00,  2.49it/s]
Epoch 0: |          | 3966/? [26:31<00:00,  2.49it/s]
Epoch 0: |          | 3967/? [26:31<00:00,  2.49it/s]
Epoch 0: |          | 3967/? [26:31<00:00,  2.49it/s]
Epoch 0: |          | 3968/? [26:32<00:00,  2.49it/s]
Epoch 0: |          | 3968/? [26:32<00:00,  2.49it/s]
Epoch 0: |          | 3969/? [26:32<00:00,  2.49it/s]
Epoch 0: |          | 3969/? [26:32<00:00,  2.49it/s]
Epoch 0: |          | 3970/? [26:33<00:00,  2.49it/s]
Epoch 0: |          | 3970/? [26:33<00:00,  2.49it/s]
Epoch 0: |          | 3971/? [26:33<00:00,  2.49it/s]
Epoch 0: |          | 3971/? [26:33<00:00,  2.49it/s]
Epoch 0: |          | 3972/? [26:33<00:00,  2.49it/s]
Epoch 0: |          | 3972/? [26:33<00:00,  2.49it/s]
Epoch 0: |          | 3973/? [26:34<00:00,  2.49it/s]
Epoch 0: |          | 3973/? [26:34<00:00,  2.49it/s]
Epoch 0: |          | 3974/? [26:34<00:00,  2.49it/s]
Epoch 0: |          | 3974/? [26:34<00:00,  2.49it/s]
Epoch 0: |          | 3975/? [26:34<00:00,  2.49it/s]
Epoch 0: |          | 3975/? [26:34<00:00,  2.49it/s]
Epoch 0: |          | 3976/? [26:35<00:00,  2.49it/s]
Epoch 0: |          | 3976/? [26:35<00:00,  2.49it/s]
Epoch 0: |          | 3977/? [26:35<00:00,  2.49it/s]
Epoch 0: |          | 3977/? [26:35<00:00,  2.49it/s]
Epoch 0: |          | 3978/? [26:36<00:00,  2.49it/s]
Epoch 0: |          | 3978/? [26:36<00:00,  2.49it/s]
Epoch 0: |          | 3979/? [26:36<00:00,  2.49it/s]
Epoch 0: |          | 3979/? [26:36<00:00,  2.49it/s]
Epoch 0: |          | 3980/? [26:36<00:00,  2.49it/s]
Epoch 0: |          | 3980/? [26:36<00:00,  2.49it/s]
Epoch 0: |          | 3981/? [26:37<00:00,  2.49it/s]
Epoch 0: |          | 3981/? [26:37<00:00,  2.49it/s]
Epoch 0: |          | 3982/? [26:37<00:00,  2.49it/s]
Epoch 0: |          | 3982/? [26:37<00:00,  2.49it/s]
Epoch 0: |          | 3983/? [26:37<00:00,  2.49it/s]
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Epoch 0: |          | 3984/? [26:38<00:00,  2.49it/s]
Epoch 0: |          | 3984/? [26:38<00:00,  2.49it/s]
Epoch 0: |          | 3985/? [26:38<00:00,  2.49it/s]
Epoch 0: |          | 3985/? [26:38<00:00,  2.49it/s]
Epoch 0: |          | 3986/? [26:39<00:00,  2.49it/s]
Epoch 0: |          | 3986/? [26:39<00:00,  2.49it/s]
Epoch 0: |          | 3987/? [26:39<00:00,  2.49it/s]
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Epoch 0: |          | 3988/? [26:39<00:00,  2.49it/s]
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Epoch 0: |          | 3989/? [26:40<00:00,  2.49it/s]
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Epoch 0: |          | 3990/? [26:40<00:00,  2.49it/s]
Epoch 0: |          | 3990/? [26:40<00:00,  2.49it/s]
Epoch 0: |          | 3991/? [26:40<00:00,  2.49it/s]
Epoch 0: |          | 3991/? [26:40<00:00,  2.49it/s]
Epoch 0: |          | 3992/? [26:41<00:00,  2.49it/s]
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Epoch 0: |          | 3993/? [26:41<00:00,  2.49it/s]
Epoch 0: |          | 3993/? [26:41<00:00,  2.49it/s]
Epoch 0: |          | 3994/? [26:42<00:00,  2.49it/s]
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Epoch 0: |          | 3995/? [26:42<00:00,  2.49it/s]
Epoch 0: |          | 3995/? [26:42<00:00,  2.49it/s]
Epoch 0: |          | 3996/? [26:42<00:00,  2.49it/s]
Epoch 0: |          | 3996/? [26:42<00:00,  2.49it/s]
Epoch 0: |          | 3997/? [26:43<00:00,  2.49it/s]
Epoch 0: |          | 3997/? [26:43<00:00,  2.49it/s]
Epoch 0: |          | 3998/? [26:43<00:00,  2.49it/s]
Epoch 0: |          | 3998/? [26:43<00:00,  2.49it/s]
Epoch 0: |          | 3999/? [26:43<00:00,  2.49it/s]
Epoch 0: |          | 3999/? [26:43<00:00,  2.49it/s]
Epoch 0: |          | 4000/? [26:44<00:00,  2.49it/s]
Epoch 0: |          | 4000/? [26:44<00:00,  2.49it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.66it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00,  9.41it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00,  9.62it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00,  9.71it/s]

Epoch 0: |          | 4000/? [26:44<00:00,  2.49it/s]
Epoch 0: |          | 4001/? [26:45<00:00,  2.49it/s]
Epoch 0: |          | 4001/? [26:45<00:00,  2.49it/s]
Epoch 0: |          | 4002/? [26:45<00:00,  2.49it/s]
Epoch 0: |          | 4002/? [26:45<00:00,  2.49it/s]
Epoch 0: |          | 4003/? [26:45<00:00,  2.49it/s]
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Epoch 0: |          | 4004/? [26:46<00:00,  2.49it/s]
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Epoch 0: |          | 4005/? [26:46<00:00,  2.49it/s]
Epoch 0: |          | 4005/? [26:46<00:00,  2.49it/s]
Epoch 0: |          | 4006/? [26:46<00:00,  2.49it/s]
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Epoch 0: |          | 4007/? [26:47<00:00,  2.49it/s]
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Epoch 0: |          | 4008/? [26:47<00:00,  2.49it/s]
Epoch 0: |          | 4008/? [26:47<00:00,  2.49it/s]
Epoch 0: |          | 4009/? [26:48<00:00,  2.49it/s]
Epoch 0: |          | 4009/? [26:48<00:00,  2.49it/s]
Epoch 0: |          | 4010/? [26:48<00:00,  2.49it/s]
Epoch 0: |          | 4010/? [26:48<00:00,  2.49it/s]
Epoch 0: |          | 4011/? [26:48<00:00,  2.49it/s]
Epoch 0: |          | 4011/? [26:48<00:00,  2.49it/s]
Epoch 0: |          | 4012/? [26:49<00:00,  2.49it/s]
Epoch 0: |          | 4012/? [26:49<00:00,  2.49it/s]
Epoch 0: |          | 4013/? [26:49<00:00,  2.49it/s]
Epoch 0: |          | 4013/? [26:49<00:00,  2.49it/s]
Epoch 0: |          | 4014/? [26:49<00:00,  2.49it/s]
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Epoch 0: |          | 4015/? [26:50<00:00,  2.49it/s]
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Epoch 0: |          | 4016/? [26:50<00:00,  2.49it/s]
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Epoch 0: |          | 4017/? [26:51<00:00,  2.49it/s]
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Epoch 0: |          | 4018/? [26:51<00:00,  2.49it/s]
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Epoch 0: |          | 4019/? [26:51<00:00,  2.49it/s]
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Epoch 0: |          | 4020/? [26:52<00:00,  2.49it/s]
Epoch 0: |          | 4020/? [26:52<00:00,  2.49it/s]
Epoch 0: |          | 4021/? [26:52<00:00,  2.49it/s]
Epoch 0: |          | 4021/? [26:52<00:00,  2.49it/s]
Epoch 0: |          | 4022/? [26:52<00:00,  2.49it/s]
Epoch 0: |          | 4022/? [26:52<00:00,  2.49it/s]
Epoch 0: |          | 4023/? [26:53<00:00,  2.49it/s]
Epoch 0: |          | 4023/? [26:53<00:00,  2.49it/s]
Epoch 0: |          | 4024/? [26:53<00:00,  2.49it/s]
Epoch 0: |          | 4024/? [26:53<00:00,  2.49it/s]
Epoch 0: |          | 4025/? [26:54<00:00,  2.49it/s]
Epoch 0: |          | 4025/? [26:54<00:00,  2.49it/s]
Epoch 0: |          | 4026/? [26:54<00:00,  2.49it/s]
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Epoch 0: |          | 4027/? [26:54<00:00,  2.49it/s]
Epoch 0: |          | 4027/? [26:54<00:00,  2.49it/s]
Epoch 0: |          | 4028/? [26:55<00:00,  2.49it/s]
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Epoch 0: |          | 4029/? [26:55<00:00,  2.49it/s]
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Epoch 0: |          | 4030/? [26:55<00:00,  2.49it/s]
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Epoch 0: |          | 4031/? [26:56<00:00,  2.49it/s]
Epoch 0: |          | 4031/? [26:56<00:00,  2.49it/s]
Epoch 0: |          | 4032/? [26:56<00:00,  2.49it/s]
Epoch 0: |          | 4032/? [26:56<00:00,  2.49it/s]
Epoch 0: |          | 4033/? [26:57<00:00,  2.49it/s]
Epoch 0: |          | 4033/? [26:57<00:00,  2.49it/s]
Epoch 0: |          | 4034/? [26:57<00:00,  2.49it/s]
Epoch 0: |          | 4034/? [26:57<00:00,  2.49it/s]
Epoch 0: |          | 4035/? [26:57<00:00,  2.49it/s]
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Epoch 0: |          | 4036/? [26:58<00:00,  2.49it/s]
Epoch 0: |          | 4036/? [26:58<00:00,  2.49it/s]
Epoch 0: |          | 4037/? [26:58<00:00,  2.49it/s]
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Epoch 0: |          | 4038/? [26:58<00:00,  2.49it/s]
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Epoch 0: |          | 4039/? [26:59<00:00,  2.49it/s]
Epoch 0: |          | 4039/? [26:59<00:00,  2.49it/s]
Epoch 0: |          | 4040/? [26:59<00:00,  2.49it/s]
Epoch 0: |          | 4040/? [26:59<00:00,  2.49it/s]
Epoch 0: |          | 4041/? [27:00<00:00,  2.49it/s]
Epoch 0: |          | 4041/? [27:00<00:00,  2.49it/s]
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Epoch 0: |          | 4071/? [27:11<00:00,  2.50it/s]
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Epoch 0: |          | 4072/? [27:11<00:00,  2.50it/s]
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Epoch 0: |          | 4076/? [27:13<00:00,  2.50it/s]
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Epoch 0: |          | 4078/? [27:13<00:00,  2.50it/s]
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Epoch 0: |          | 4080/? [27:14<00:00,  2.50it/s]
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Epoch 0: |          | 4081/? [27:15<00:00,  2.50it/s]
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Epoch 0: |          | 4082/? [27:15<00:00,  2.50it/s]
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Epoch 0: |          | 4085/? [27:16<00:00,  2.50it/s]
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Epoch 0: |          | 4088/? [27:17<00:00,  2.50it/s]
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Epoch 0: |          | 4089/? [27:18<00:00,  2.50it/s]
Epoch 0: |          | 4089/? [27:18<00:00,  2.50it/s]
Epoch 0: |          | 4090/? [27:18<00:00,  2.50it/s]
Epoch 0: |          | 4090/? [27:18<00:00,  2.50it/s]
Epoch 0: |          | 4091/? [27:18<00:00,  2.50it/s]
Epoch 0: |          | 4091/? [27:18<00:00,  2.50it/s]
Epoch 0: |          | 4092/? [27:19<00:00,  2.50it/s]
Epoch 0: |          | 4092/? [27:19<00:00,  2.50it/s]
Epoch 0: |          | 4093/? [27:19<00:00,  2.50it/s]
Epoch 0: |          | 4093/? [27:19<00:00,  2.50it/s]
Epoch 0: |          | 4094/? [27:19<00:00,  2.50it/s]
Epoch 0: |          | 4094/? [27:19<00:00,  2.50it/s]
Epoch 0: |          | 4095/? [27:20<00:00,  2.50it/s]
Epoch 0: |          | 4095/? [27:20<00:00,  2.50it/s]
Epoch 0: |          | 4096/? [27:20<00:00,  2.50it/s]
Epoch 0: |          | 4096/? [27:20<00:00,  2.50it/s]
Epoch 0: |          | 4097/? [27:21<00:00,  2.50it/s]
Epoch 0: |          | 4097/? [27:21<00:00,  2.50it/s]
Epoch 0: |          | 4098/? [27:21<00:00,  2.50it/s]
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Epoch 0: |          | 4099/? [27:21<00:00,  2.50it/s]
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Epoch 0: |          | 4100/? [27:22<00:00,  2.50it/s]
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Epoch 0: |          | 4103/? [27:23<00:00,  2.50it/s]
Epoch 0: |          | 4103/? [27:23<00:00,  2.50it/s]
Epoch 0: |          | 4104/? [27:23<00:00,  2.50it/s]
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Epoch 0: |          | 4105/? [27:24<00:00,  2.50it/s]
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Epoch 0: |          | 4106/? [27:24<00:00,  2.50it/s]
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Epoch 0: |          | 4107/? [27:24<00:00,  2.50it/s]
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Epoch 0: |          | 4108/? [27:25<00:00,  2.50it/s]
Epoch 0: |          | 4108/? [27:25<00:00,  2.50it/s]
Epoch 0: |          | 4109/? [27:25<00:00,  2.50it/s]
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Epoch 0: |          | 4110/? [27:25<00:00,  2.50it/s]
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Epoch 0: |          | 4111/? [27:26<00:00,  2.50it/s]
Epoch 0: |          | 4111/? [27:26<00:00,  2.50it/s]
Epoch 0: |          | 4112/? [27:26<00:00,  2.50it/s]
Epoch 0: |          | 4112/? [27:26<00:00,  2.50it/s]
Epoch 0: |          | 4113/? [27:27<00:00,  2.50it/s]
Epoch 0: |          | 4113/? [27:27<00:00,  2.50it/s]
Epoch 0: |          | 4114/? [27:27<00:00,  2.50it/s]
Epoch 0: |          | 4114/? [27:27<00:00,  2.50it/s]
Epoch 0: |          | 4115/? [27:27<00:00,  2.50it/s]
Epoch 0: |          | 4115/? [27:27<00:00,  2.50it/s]
Epoch 0: |          | 4116/? [27:28<00:00,  2.50it/s]
Epoch 0: |          | 4116/? [27:28<00:00,  2.50it/s]
Epoch 0: |          | 4117/? [27:28<00:00,  2.50it/s]
Epoch 0: |          | 4117/? [27:28<00:00,  2.50it/s]
Epoch 0: |          | 4118/? [27:28<00:00,  2.50it/s]
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Epoch 0: |          | 4119/? [27:29<00:00,  2.50it/s]
Epoch 0: |          | 4119/? [27:29<00:00,  2.50it/s]
Epoch 0: |          | 4120/? [27:29<00:00,  2.50it/s]
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Epoch 0: |          | 4121/? [27:30<00:00,  2.50it/s]
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Epoch 0: |          | 4122/? [27:30<00:00,  2.50it/s]
Epoch 0: |          | 4122/? [27:30<00:00,  2.50it/s]
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Epoch 0: |          | 4124/? [27:31<00:00,  2.50it/s]
Epoch 0: |          | 4124/? [27:31<00:00,  2.50it/s]
Epoch 0: |          | 4125/? [27:31<00:00,  2.50it/s]
Epoch 0: |          | 4125/? [27:31<00:00,  2.50it/s]
Epoch 0: |          | 4126/? [27:31<00:00,  2.50it/s]
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Epoch 0: |          | 4127/? [27:32<00:00,  2.50it/s]
Epoch 0: |          | 4127/? [27:32<00:00,  2.50it/s]
Epoch 0: |          | 4128/? [27:32<00:00,  2.50it/s]
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Epoch 0: |          | 4129/? [27:33<00:00,  2.50it/s]
Epoch 0: |          | 4129/? [27:33<00:00,  2.50it/s]
Epoch 0: |          | 4130/? [27:33<00:00,  2.50it/s]
Epoch 0: |          | 4130/? [27:33<00:00,  2.50it/s]
Epoch 0: |          | 4131/? [27:33<00:00,  2.50it/s]
Epoch 0: |          | 4131/? [27:33<00:00,  2.50it/s]
Epoch 0: |          | 4132/? [27:34<00:00,  2.50it/s]
Epoch 0: |          | 4132/? [27:34<00:00,  2.50it/s]
Epoch 0: |          | 4133/? [27:34<00:00,  2.50it/s]
Epoch 0: |          | 4133/? [27:34<00:00,  2.50it/s]
Epoch 0: |          | 4134/? [27:34<00:00,  2.50it/s]
Epoch 0: |          | 4134/? [27:34<00:00,  2.50it/s]
Epoch 0: |          | 4135/? [27:35<00:00,  2.50it/s]
Epoch 0: |          | 4135/? [27:35<00:00,  2.50it/s]
Epoch 0: |          | 4136/? [27:35<00:00,  2.50it/s]
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Epoch 0: |          | 4137/? [27:36<00:00,  2.50it/s]
Epoch 0: |          | 4137/? [27:36<00:00,  2.50it/s]
Epoch 0: |          | 4138/? [27:36<00:00,  2.50it/s]
Epoch 0: |          | 4138/? [27:36<00:00,  2.50it/s]
Epoch 0: |          | 4139/? [27:36<00:00,  2.50it/s]
Epoch 0: |          | 4139/? [27:36<00:00,  2.50it/s]
Epoch 0: |          | 4140/? [27:37<00:00,  2.50it/s]
Epoch 0: |          | 4140/? [27:37<00:00,  2.50it/s]
Epoch 0: |          | 4141/? [27:37<00:00,  2.50it/s]
Epoch 0: |          | 4141/? [27:37<00:00,  2.50it/s]
Epoch 0: |          | 4142/? [27:37<00:00,  2.50it/s]
Epoch 0: |          | 4142/? [27:37<00:00,  2.50it/s]
Epoch 0: |          | 4143/? [27:38<00:00,  2.50it/s]
Epoch 0: |          | 4143/? [27:38<00:00,  2.50it/s]
Epoch 0: |          | 4144/? [27:38<00:00,  2.50it/s]
Epoch 0: |          | 4144/? [27:38<00:00,  2.50it/s]
Epoch 0: |          | 4145/? [27:38<00:00,  2.50it/s]
Epoch 0: |          | 4145/? [27:38<00:00,  2.50it/s]
Epoch 0: |          | 4146/? [27:39<00:00,  2.50it/s]
Epoch 0: |          | 4146/? [27:39<00:00,  2.50it/s]
Epoch 0: |          | 4147/? [27:39<00:00,  2.50it/s]
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Epoch 0: |          | 4148/? [27:40<00:00,  2.50it/s]
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Epoch 0: |          | 4149/? [27:40<00:00,  2.50it/s]
Epoch 0: |          | 4149/? [27:40<00:00,  2.50it/s]
Epoch 0: |          | 4150/? [27:40<00:00,  2.50it/s]
Epoch 0: |          | 4150/? [27:40<00:00,  2.50it/s]
Epoch 0: |          | 4151/? [27:41<00:00,  2.50it/s]
Epoch 0: |          | 4151/? [27:41<00:00,  2.50it/s]
Epoch 0: |          | 4152/? [27:41<00:00,  2.50it/s]
Epoch 0: |          | 4152/? [27:41<00:00,  2.50it/s]
Epoch 0: |          | 4153/? [27:41<00:00,  2.50it/s]
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Epoch 0: |          | 4154/? [27:42<00:00,  2.50it/s]
Epoch 0: |          | 4155/? [27:42<00:00,  2.50it/s]
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Epoch 0: |          | 4157/? [27:43<00:00,  2.50it/s]
Epoch 0: |          | 4157/? [27:43<00:00,  2.50it/s]
Epoch 0: |          | 4158/? [27:43<00:00,  2.50it/s]
Epoch 0: |          | 4158/? [27:43<00:00,  2.50it/s]
Epoch 0: |          | 4159/? [27:44<00:00,  2.50it/s]
Epoch 0: |          | 4159/? [27:44<00:00,  2.50it/s]
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Epoch 0: |          | 4181/? [27:52<00:00,  2.50it/s]
Epoch 0: |          | 4182/? [27:52<00:00,  2.50it/s]
Epoch 0: |          | 4182/? [27:52<00:00,  2.50it/s]
Epoch 0: |          | 4183/? [27:53<00:00,  2.50it/s]
Epoch 0: |          | 4183/? [27:53<00:00,  2.50it/s]
Epoch 0: |          | 4184/? [27:53<00:00,  2.50it/s]
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Epoch 0: |          | 4185/? [27:54<00:00,  2.50it/s]
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Epoch 0: |          | 4186/? [27:54<00:00,  2.50it/s]
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Epoch 0: |          | 4187/? [27:54<00:00,  2.50it/s]
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Epoch 0: |          | 4188/? [27:55<00:00,  2.50it/s]
Epoch 0: |          | 4188/? [27:55<00:00,  2.50it/s]
Epoch 0: |          | 4189/? [27:55<00:00,  2.50it/s]
Epoch 0: |          | 4189/? [27:55<00:00,  2.50it/s]
Epoch 0: |          | 4190/? [27:55<00:00,  2.50it/s]
Epoch 0: |          | 4190/? [27:55<00:00,  2.50it/s]
Epoch 0: |          | 4191/? [27:56<00:00,  2.50it/s]
Epoch 0: |          | 4191/? [27:56<00:00,  2.50it/s]
Epoch 0: |          | 4192/? [27:56<00:00,  2.50it/s]
Epoch 0: |          | 4192/? [27:56<00:00,  2.50it/s]
Epoch 0: |          | 4193/? [27:56<00:00,  2.50it/s]
Epoch 0: |          | 4193/? [27:56<00:00,  2.50it/s]
Epoch 0: |          | 4194/? [27:57<00:00,  2.50it/s]
Epoch 0: |          | 4194/? [27:57<00:00,  2.50it/s]
Epoch 0: |          | 4195/? [27:57<00:00,  2.50it/s]
Epoch 0: |          | 4195/? [27:57<00:00,  2.50it/s]
Epoch 0: |          | 4196/? [27:58<00:00,  2.50it/s]
Epoch 0: |          | 4196/? [27:58<00:00,  2.50it/s]
Epoch 0: |          | 4197/? [27:58<00:00,  2.50it/s]
Epoch 0: |          | 4197/? [27:58<00:00,  2.50it/s]
Epoch 0: |          | 4198/? [27:58<00:00,  2.50it/s]
Epoch 0: |          | 4198/? [27:58<00:00,  2.50it/s]
Epoch 0: |          | 4199/? [27:59<00:00,  2.50it/s]
Epoch 0: |          | 4199/? [27:59<00:00,  2.50it/s]
Epoch 0: |          | 4200/? [27:59<00:00,  2.50it/s]
Epoch 0: |          | 4200/? [27:59<00:00,  2.50it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.66it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.33it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.26it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.24it/s]

Epoch 0: |          | 4200/? [28:00<00:00,  2.50it/s]
Epoch 0: |          | 4201/? [28:00<00:00,  2.50it/s]
Epoch 0: |          | 4201/? [28:00<00:00,  2.50it/s]
Epoch 0: |          | 4202/? [28:00<00:00,  2.50it/s]
Epoch 0: |          | 4202/? [28:00<00:00,  2.50it/s]
Epoch 0: |          | 4203/? [28:01<00:00,  2.50it/s]
Epoch 0: |          | 4203/? [28:01<00:00,  2.50it/s]
Epoch 0: |          | 4204/? [28:01<00:00,  2.50it/s]
Epoch 0: |          | 4204/? [28:01<00:00,  2.50it/s]
Epoch 0: |          | 4205/? [28:01<00:00,  2.50it/s]
Epoch 0: |          | 4205/? [28:01<00:00,  2.50it/s]
Epoch 0: |          | 4206/? [28:02<00:00,  2.50it/s]
Epoch 0: |          | 4206/? [28:02<00:00,  2.50it/s]
Epoch 0: |          | 4207/? [28:02<00:00,  2.50it/s]
Epoch 0: |          | 4207/? [28:02<00:00,  2.50it/s]
Epoch 0: |          | 4208/? [28:03<00:00,  2.50it/s]
Epoch 0: |          | 4208/? [28:03<00:00,  2.50it/s]
Epoch 0: |          | 4209/? [28:03<00:00,  2.50it/s]
Epoch 0: |          | 4209/? [28:03<00:00,  2.50it/s]
Epoch 0: |          | 4210/? [28:03<00:00,  2.50it/s]
Epoch 0: |          | 4210/? [28:03<00:00,  2.50it/s]
Epoch 0: |          | 4211/? [28:04<00:00,  2.50it/s]
Epoch 0: |          | 4211/? [28:04<00:00,  2.50it/s]
Epoch 0: |          | 4212/? [28:04<00:00,  2.50it/s]
Epoch 0: |          | 4212/? [28:04<00:00,  2.50it/s]
Epoch 0: |          | 4213/? [28:04<00:00,  2.50it/s]
Epoch 0: |          | 4213/? [28:04<00:00,  2.50it/s]
Epoch 0: |          | 4214/? [28:05<00:00,  2.50it/s]
Epoch 0: |          | 4214/? [28:05<00:00,  2.50it/s]
Epoch 0: |          | 4215/? [28:05<00:00,  2.50it/s]
Epoch 0: |          | 4215/? [28:05<00:00,  2.50it/s]
Epoch 0: |          | 4216/? [28:06<00:00,  2.50it/s]
Epoch 0: |          | 4216/? [28:06<00:00,  2.50it/s]
Epoch 0: |          | 4217/? [28:06<00:00,  2.50it/s]
Epoch 0: |          | 4217/? [28:06<00:00,  2.50it/s]
Epoch 0: |          | 4218/? [28:06<00:00,  2.50it/s]
Epoch 0: |          | 4218/? [28:06<00:00,  2.50it/s]
Epoch 0: |          | 4219/? [28:07<00:00,  2.50it/s]
Epoch 0: |          | 4219/? [28:07<00:00,  2.50it/s]
Epoch 0: |          | 4220/? [28:07<00:00,  2.50it/s]
Epoch 0: |          | 4220/? [28:07<00:00,  2.50it/s]
Epoch 0: |          | 4221/? [28:07<00:00,  2.50it/s]
Epoch 0: |          | 4221/? [28:07<00:00,  2.50it/s]
Epoch 0: |          | 4222/? [28:08<00:00,  2.50it/s]
Epoch 0: |          | 4222/? [28:08<00:00,  2.50it/s]
Epoch 0: |          | 4223/? [28:08<00:00,  2.50it/s]
Epoch 0: |          | 4223/? [28:08<00:00,  2.50it/s]
Epoch 0: |          | 4224/? [28:09<00:00,  2.50it/s]
Epoch 0: |          | 4224/? [28:09<00:00,  2.50it/s]
Epoch 0: |          | 4225/? [28:09<00:00,  2.50it/s]
Epoch 0: |          | 4225/? [28:09<00:00,  2.50it/s]
Epoch 0: |          | 4226/? [28:09<00:00,  2.50it/s]
Epoch 0: |          | 4226/? [28:09<00:00,  2.50it/s]
Epoch 0: |          | 4227/? [28:10<00:00,  2.50it/s]
Epoch 0: |          | 4227/? [28:10<00:00,  2.50it/s]
Epoch 0: |          | 4228/? [28:10<00:00,  2.50it/s]
Epoch 0: |          | 4228/? [28:10<00:00,  2.50it/s]
Epoch 0: |          | 4229/? [28:10<00:00,  2.50it/s]
Epoch 0: |          | 4229/? [28:10<00:00,  2.50it/s]
Epoch 0: |          | 4230/? [28:11<00:00,  2.50it/s]
Epoch 0: |          | 4230/? [28:11<00:00,  2.50it/s]
Epoch 0: |          | 4231/? [28:11<00:00,  2.50it/s]
Epoch 0: |          | 4231/? [28:11<00:00,  2.50it/s]
Epoch 0: |          | 4232/? [28:11<00:00,  2.50it/s]
Epoch 0: |          | 4232/? [28:11<00:00,  2.50it/s]
Epoch 0: |          | 4233/? [28:12<00:00,  2.50it/s]
Epoch 0: |          | 4233/? [28:12<00:00,  2.50it/s]
Epoch 0: |          | 4234/? [28:12<00:00,  2.50it/s]
Epoch 0: |          | 4234/? [28:12<00:00,  2.50it/s]
Epoch 0: |          | 4235/? [28:13<00:00,  2.50it/s]
Epoch 0: |          | 4235/? [28:13<00:00,  2.50it/s]
Epoch 0: |          | 4236/? [28:13<00:00,  2.50it/s]
Epoch 0: |          | 4236/? [28:13<00:00,  2.50it/s]
Epoch 0: |          | 4237/? [28:13<00:00,  2.50it/s]
Epoch 0: |          | 4237/? [28:13<00:00,  2.50it/s]
Epoch 0: |          | 4238/? [28:14<00:00,  2.50it/s]
Epoch 0: |          | 4238/? [28:14<00:00,  2.50it/s]
Epoch 0: |          | 4239/? [28:14<00:00,  2.50it/s]
Epoch 0: |          | 4239/? [28:14<00:00,  2.50it/s]
Epoch 0: |          | 4240/? [28:14<00:00,  2.50it/s]
Epoch 0: |          | 4240/? [28:14<00:00,  2.50it/s]
Epoch 0: |          | 4241/? [28:15<00:00,  2.50it/s]
Epoch 0: |          | 4241/? [28:15<00:00,  2.50it/s]
Epoch 0: |          | 4242/? [28:15<00:00,  2.50it/s]
Epoch 0: |          | 4242/? [28:15<00:00,  2.50it/s]
Epoch 0: |          | 4243/? [28:16<00:00,  2.50it/s]
Epoch 0: |          | 4243/? [28:16<00:00,  2.50it/s]
Epoch 0: |          | 4244/? [28:16<00:00,  2.50it/s]
Epoch 0: |          | 4244/? [28:16<00:00,  2.50it/s]
Epoch 0: |          | 4245/? [28:16<00:00,  2.50it/s]
Epoch 0: |          | 4245/? [28:16<00:00,  2.50it/s]
Epoch 0: |          | 4246/? [28:17<00:00,  2.50it/s]
Epoch 0: |          | 4246/? [28:17<00:00,  2.50it/s]
Epoch 0: |          | 4247/? [28:17<00:00,  2.50it/s]
Epoch 0: |          | 4247/? [28:17<00:00,  2.50it/s]
Epoch 0: |          | 4248/? [28:17<00:00,  2.50it/s]
Epoch 0: |          | 4248/? [28:17<00:00,  2.50it/s]
Epoch 0: |          | 4249/? [28:18<00:00,  2.50it/s]
Epoch 0: |          | 4249/? [28:18<00:00,  2.50it/s]
Epoch 0: |          | 4250/? [28:18<00:00,  2.50it/s]
Epoch 0: |          | 4250/? [28:18<00:00,  2.50it/s]
Epoch 0: |          | 4251/? [28:19<00:00,  2.50it/s]
Epoch 0: |          | 4251/? [28:19<00:00,  2.50it/s]
Epoch 0: |          | 4252/? [28:19<00:00,  2.50it/s]
Epoch 0: |          | 4252/? [28:19<00:00,  2.50it/s]
Epoch 0: |          | 4253/? [28:19<00:00,  2.50it/s]
Epoch 0: |          | 4253/? [28:19<00:00,  2.50it/s]
Epoch 0: |          | 4254/? [28:20<00:00,  2.50it/s]
Epoch 0: |          | 4254/? [28:20<00:00,  2.50it/s]
Epoch 0: |          | 4255/? [28:20<00:00,  2.50it/s]
Epoch 0: |          | 4255/? [28:20<00:00,  2.50it/s]
Epoch 0: |          | 4256/? [28:20<00:00,  2.50it/s]
Epoch 0: |          | 4256/? [28:20<00:00,  2.50it/s]
Epoch 0: |          | 4257/? [28:21<00:00,  2.50it/s]
Epoch 0: |          | 4257/? [28:21<00:00,  2.50it/s]
Epoch 0: |          | 4258/? [28:21<00:00,  2.50it/s]
Epoch 0: |          | 4258/? [28:21<00:00,  2.50it/s]
Epoch 0: |          | 4259/? [28:22<00:00,  2.50it/s]
Epoch 0: |          | 4259/? [28:22<00:00,  2.50it/s]
Epoch 0: |          | 4260/? [28:22<00:00,  2.50it/s]
Epoch 0: |          | 4260/? [28:22<00:00,  2.50it/s]
Epoch 0: |          | 4261/? [28:22<00:00,  2.50it/s]
Epoch 0: |          | 4261/? [28:22<00:00,  2.50it/s]
Epoch 0: |          | 4262/? [28:23<00:00,  2.50it/s]
Epoch 0: |          | 4262/? [28:23<00:00,  2.50it/s]
Epoch 0: |          | 4263/? [28:23<00:00,  2.50it/s]
Epoch 0: |          | 4263/? [28:23<00:00,  2.50it/s]
Epoch 0: |          | 4264/? [28:23<00:00,  2.50it/s]
Epoch 0: |          | 4264/? [28:23<00:00,  2.50it/s]
Epoch 0: |          | 4265/? [28:24<00:00,  2.50it/s]
Epoch 0: |          | 4265/? [28:24<00:00,  2.50it/s]
Epoch 0: |          | 4266/? [28:24<00:00,  2.50it/s]
Epoch 0: |          | 4266/? [28:24<00:00,  2.50it/s]
Epoch 0: |          | 4267/? [28:25<00:00,  2.50it/s]
Epoch 0: |          | 4267/? [28:25<00:00,  2.50it/s]
Epoch 0: |          | 4268/? [28:25<00:00,  2.50it/s]
Epoch 0: |          | 4268/? [28:25<00:00,  2.50it/s]
Epoch 0: |          | 4269/? [28:25<00:00,  2.50it/s]
Epoch 0: |          | 4269/? [28:25<00:00,  2.50it/s]
Epoch 0: |          | 4270/? [28:26<00:00,  2.50it/s]
Epoch 0: |          | 4270/? [28:26<00:00,  2.50it/s]
Epoch 0: |          | 4271/? [28:26<00:00,  2.50it/s]
Epoch 0: |          | 4271/? [28:26<00:00,  2.50it/s]
Epoch 0: |          | 4272/? [28:26<00:00,  2.50it/s]
Epoch 0: |          | 4272/? [28:26<00:00,  2.50it/s]
Epoch 0: |          | 4273/? [28:27<00:00,  2.50it/s]
Epoch 0: |          | 4273/? [28:27<00:00,  2.50it/s]
Epoch 0: |          | 4274/? [28:27<00:00,  2.50it/s]
Epoch 0: |          | 4274/? [28:27<00:00,  2.50it/s]
Epoch 0: |          | 4275/? [28:28<00:00,  2.50it/s]
Epoch 0: |          | 4275/? [28:28<00:00,  2.50it/s]
Epoch 0: |          | 4276/? [28:28<00:00,  2.50it/s]
Epoch 0: |          | 4276/? [28:28<00:00,  2.50it/s]
Epoch 0: |          | 4277/? [28:28<00:00,  2.50it/s]
Epoch 0: |          | 4277/? [28:28<00:00,  2.50it/s]
Epoch 0: |          | 4278/? [28:29<00:00,  2.50it/s]
Epoch 0: |          | 4278/? [28:29<00:00,  2.50it/s]
Epoch 0: |          | 4279/? [28:29<00:00,  2.50it/s]
Epoch 0: |          | 4279/? [28:29<00:00,  2.50it/s]
Epoch 0: |          | 4280/? [28:29<00:00,  2.50it/s]
Epoch 0: |          | 4280/? [28:29<00:00,  2.50it/s]
Epoch 0: |          | 4281/? [28:30<00:00,  2.50it/s]
Epoch 0: |          | 4281/? [28:30<00:00,  2.50it/s]
Epoch 0: |          | 4282/? [28:30<00:00,  2.50it/s]
Epoch 0: |          | 4282/? [28:30<00:00,  2.50it/s]
Epoch 0: |          | 4283/? [28:31<00:00,  2.50it/s]
Epoch 0: |          | 4283/? [28:31<00:00,  2.50it/s]
Epoch 0: |          | 4284/? [28:31<00:00,  2.50it/s]
Epoch 0: |          | 4284/? [28:31<00:00,  2.50it/s]
Epoch 0: |          | 4285/? [28:31<00:00,  2.50it/s]
Epoch 0: |          | 4285/? [28:31<00:00,  2.50it/s]
Epoch 0: |          | 4286/? [28:32<00:00,  2.50it/s]
Epoch 0: |          | 4286/? [28:32<00:00,  2.50it/s]
Epoch 0: |          | 4287/? [28:32<00:00,  2.50it/s]
Epoch 0: |          | 4287/? [28:32<00:00,  2.50it/s]
Epoch 0: |          | 4288/? [28:32<00:00,  2.50it/s]
Epoch 0: |          | 4288/? [28:32<00:00,  2.50it/s]
Epoch 0: |          | 4289/? [28:33<00:00,  2.50it/s]
Epoch 0: |          | 4289/? [28:33<00:00,  2.50it/s]
Epoch 0: |          | 4290/? [28:33<00:00,  2.50it/s]
Epoch 0: |          | 4290/? [28:33<00:00,  2.50it/s]
Epoch 0: |          | 4291/? [28:34<00:00,  2.50it/s]
Epoch 0: |          | 4291/? [28:34<00:00,  2.50it/s]
Epoch 0: |          | 4292/? [28:34<00:00,  2.50it/s]
Epoch 0: |          | 4292/? [28:34<00:00,  2.50it/s]
Epoch 0: |          | 4293/? [28:34<00:00,  2.50it/s]
Epoch 0: |          | 4293/? [28:34<00:00,  2.50it/s]
Epoch 0: |          | 4294/? [28:35<00:00,  2.50it/s]
Epoch 0: |          | 4294/? [28:35<00:00,  2.50it/s]
Epoch 0: |          | 4295/? [28:35<00:00,  2.50it/s]
Epoch 0: |          | 4295/? [28:35<00:00,  2.50it/s]
Epoch 0: |          | 4296/? [28:35<00:00,  2.50it/s]
Epoch 0: |          | 4296/? [28:35<00:00,  2.50it/s]
Epoch 0: |          | 4297/? [28:36<00:00,  2.50it/s]
Epoch 0: |          | 4297/? [28:36<00:00,  2.50it/s]
Epoch 0: |          | 4298/? [28:36<00:00,  2.50it/s]
Epoch 0: |          | 4298/? [28:36<00:00,  2.50it/s]
Epoch 0: |          | 4299/? [28:37<00:00,  2.50it/s]
Epoch 0: |          | 4299/? [28:37<00:00,  2.50it/s]
Epoch 0: |          | 4300/? [28:37<00:00,  2.50it/s]
Epoch 0: |          | 4300/? [28:37<00:00,  2.50it/s]
Epoch 0: |          | 4301/? [28:37<00:00,  2.50it/s]
Epoch 0: |          | 4301/? [28:37<00:00,  2.50it/s]
Epoch 0: |          | 4302/? [28:38<00:00,  2.50it/s]
Epoch 0: |          | 4302/? [28:38<00:00,  2.50it/s]
Epoch 0: |          | 4303/? [28:38<00:00,  2.50it/s]
Epoch 0: |          | 4303/? [28:38<00:00,  2.50it/s]
Epoch 0: |          | 4304/? [28:38<00:00,  2.50it/s]
Epoch 0: |          | 4304/? [28:38<00:00,  2.50it/s]
Epoch 0: |          | 4305/? [28:39<00:00,  2.50it/s]
Epoch 0: |          | 4305/? [28:39<00:00,  2.50it/s]
Epoch 0: |          | 4306/? [28:39<00:00,  2.50it/s]
Epoch 0: |          | 4306/? [28:39<00:00,  2.50it/s]
Epoch 0: |          | 4307/? [28:40<00:00,  2.50it/s]
Epoch 0: |          | 4307/? [28:40<00:00,  2.50it/s]
Epoch 0: |          | 4308/? [28:40<00:00,  2.50it/s]
Epoch 0: |          | 4308/? [28:40<00:00,  2.50it/s]
Epoch 0: |          | 4309/? [28:40<00:00,  2.50it/s]
Epoch 0: |          | 4309/? [28:40<00:00,  2.50it/s]
Epoch 0: |          | 4310/? [28:41<00:00,  2.50it/s]
Epoch 0: |          | 4310/? [28:41<00:00,  2.50it/s]
Epoch 0: |          | 4311/? [28:41<00:00,  2.50it/s]
Epoch 0: |          | 4311/? [28:41<00:00,  2.50it/s]
Epoch 0: |          | 4312/? [28:41<00:00,  2.50it/s]
Epoch 0: |          | 4312/? [28:41<00:00,  2.50it/s]
Epoch 0: |          | 4313/? [28:42<00:00,  2.50it/s]
Epoch 0: |          | 4313/? [28:42<00:00,  2.50it/s]
Epoch 0: |          | 4314/? [28:42<00:00,  2.50it/s]
Epoch 0: |          | 4314/? [28:42<00:00,  2.50it/s]
Epoch 0: |          | 4315/? [28:43<00:00,  2.50it/s]
Epoch 0: |          | 4315/? [28:43<00:00,  2.50it/s]
Epoch 0: |          | 4316/? [28:43<00:00,  2.50it/s]
Epoch 0: |          | 4316/? [28:43<00:00,  2.50it/s]
Epoch 0: |          | 4317/? [28:43<00:00,  2.50it/s]
Epoch 0: |          | 4317/? [28:43<00:00,  2.50it/s]
Epoch 0: |          | 4318/? [28:44<00:00,  2.50it/s]
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Epoch 0: |          | 4319/? [28:44<00:00,  2.50it/s]
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Epoch 0: |          | 4323/? [28:46<00:00,  2.50it/s]
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Epoch 0: |          | 4325/? [28:46<00:00,  2.50it/s]
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Epoch 0: |          | 4326/? [28:47<00:00,  2.50it/s]
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Epoch 0: |          | 4328/? [28:47<00:00,  2.50it/s]
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Epoch 0: |          | 4329/? [28:48<00:00,  2.50it/s]
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Epoch 0: |          | 4330/? [28:48<00:00,  2.50it/s]
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Epoch 0: |          | 4331/? [28:49<00:00,  2.50it/s]
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Epoch 0: |          | 4332/? [28:49<00:00,  2.50it/s]
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Epoch 0: |          | 4333/? [28:49<00:00,  2.50it/s]
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Epoch 0: |          | 4338/? [28:51<00:00,  2.51it/s]
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Epoch 0: |          | 4339/? [28:52<00:00,  2.51it/s]
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Epoch 0: |          | 4340/? [28:52<00:00,  2.51it/s]
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Epoch 0: |          | 4341/? [28:52<00:00,  2.51it/s]
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Epoch 0: |          | 4350/? [28:56<00:00,  2.51it/s]
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Epoch 0: |          | 4351/? [28:56<00:00,  2.51it/s]
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Epoch 0: |          | 4359/? [28:59<00:00,  2.51it/s]
Epoch 0: |          | 4359/? [28:59<00:00,  2.51it/s]
Epoch 0: |          | 4360/? [28:59<00:00,  2.51it/s]
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Epoch 0: |          | 4361/? [29:00<00:00,  2.51it/s]
Epoch 0: |          | 4361/? [29:00<00:00,  2.51it/s]
Epoch 0: |          | 4362/? [29:00<00:00,  2.51it/s]
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Epoch 0: |          | 4363/? [29:01<00:00,  2.51it/s]
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Epoch 0: |          | 4364/? [29:01<00:00,  2.51it/s]
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Epoch 0: |          | 4365/? [29:01<00:00,  2.51it/s]
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Epoch 0: |          | 4366/? [29:02<00:00,  2.51it/s]
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Epoch 0: |          | 4368/? [29:02<00:00,  2.51it/s]
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Epoch 0: |          | 4369/? [29:03<00:00,  2.51it/s]
Epoch 0: |          | 4369/? [29:03<00:00,  2.51it/s]
Epoch 0: |          | 4370/? [29:03<00:00,  2.51it/s]
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Epoch 0: |          | 4371/? [29:04<00:00,  2.51it/s]
Epoch 0: |          | 4371/? [29:04<00:00,  2.51it/s]
Epoch 0: |          | 4372/? [29:04<00:00,  2.51it/s]
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Epoch 0: |          | 4373/? [29:04<00:00,  2.51it/s]
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Epoch 0: |          | 4374/? [29:05<00:00,  2.51it/s]
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Epoch 0: |          | 4376/? [29:05<00:00,  2.51it/s]
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Epoch 0: |          | 4378/? [29:06<00:00,  2.51it/s]
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Epoch 0: |          | 4379/? [29:07<00:00,  2.51it/s]
Epoch 0: |          | 4379/? [29:07<00:00,  2.51it/s]
Epoch 0: |          | 4380/? [29:07<00:00,  2.51it/s]
Epoch 0: |          | 4380/? [29:07<00:00,  2.51it/s]
Epoch 0: |          | 4381/? [29:07<00:00,  2.51it/s]
Epoch 0: |          | 4381/? [29:07<00:00,  2.51it/s]
Epoch 0: |          | 4382/? [29:08<00:00,  2.51it/s]
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Epoch 0: |          | 4383/? [29:08<00:00,  2.51it/s]
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Epoch 0: |          | 4384/? [29:08<00:00,  2.51it/s]
Epoch 0: |          | 4384/? [29:08<00:00,  2.51it/s]
Epoch 0: |          | 4385/? [29:09<00:00,  2.51it/s]
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Epoch 0: |          | 4387/? [29:10<00:00,  2.51it/s]
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Epoch 0: |          | 4388/? [29:10<00:00,  2.51it/s]
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Epoch 0: |          | 4389/? [29:10<00:00,  2.51it/s]
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Epoch 0: |          | 4390/? [29:11<00:00,  2.51it/s]
Epoch 0: |          | 4390/? [29:11<00:00,  2.51it/s]
Epoch 0: |          | 4391/? [29:11<00:00,  2.51it/s]
Epoch 0: |          | 4391/? [29:11<00:00,  2.51it/s]
Epoch 0: |          | 4392/? [29:11<00:00,  2.51it/s]
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Epoch 0: |          | 4393/? [29:12<00:00,  2.51it/s]
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Epoch 0: |          | 4394/? [29:12<00:00,  2.51it/s]
Epoch 0: |          | 4394/? [29:12<00:00,  2.51it/s]
Epoch 0: |          | 4395/? [29:13<00:00,  2.51it/s]
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Epoch 0: |          | 4396/? [29:13<00:00,  2.51it/s]
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Epoch 0: |          | 4397/? [29:13<00:00,  2.51it/s]
Epoch 0: |          | 4397/? [29:13<00:00,  2.51it/s]
Epoch 0: |          | 4398/? [29:14<00:00,  2.51it/s]
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Epoch 0: |          | 4399/? [29:14<00:00,  2.51it/s]
Epoch 0: |          | 4399/? [29:14<00:00,  2.51it/s]
Epoch 0: |          | 4400/? [29:14<00:00,  2.51it/s]
Epoch 0: |          | 4400/? [29:14<00:00,  2.51it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.88it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.44it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.38it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.36it/s]

Epoch 0: |          | 4400/? [29:15<00:00,  2.51it/s]
Epoch 0: |          | 4401/? [29:15<00:00,  2.51it/s]
Epoch 0: |          | 4401/? [29:15<00:00,  2.51it/s]
Epoch 0: |          | 4402/? [29:16<00:00,  2.51it/s]
Epoch 0: |          | 4402/? [29:16<00:00,  2.51it/s]
Epoch 0: |          | 4403/? [29:16<00:00,  2.51it/s]
Epoch 0: |          | 4403/? [29:16<00:00,  2.51it/s]
Epoch 0: |          | 4404/? [29:16<00:00,  2.51it/s]
Epoch 0: |          | 4404/? [29:16<00:00,  2.51it/s]
Epoch 0: |          | 4405/? [29:17<00:00,  2.51it/s]
Epoch 0: |          | 4405/? [29:17<00:00,  2.51it/s]
Epoch 0: |          | 4406/? [29:17<00:00,  2.51it/s]
Epoch 0: |          | 4406/? [29:17<00:00,  2.51it/s]
Epoch 0: |          | 4407/? [29:18<00:00,  2.51it/s]
Epoch 0: |          | 4407/? [29:18<00:00,  2.51it/s]
Epoch 0: |          | 4408/? [29:18<00:00,  2.51it/s]
Epoch 0: |          | 4408/? [29:18<00:00,  2.51it/s]
Epoch 0: |          | 4409/? [29:18<00:00,  2.51it/s]
Epoch 0: |          | 4409/? [29:18<00:00,  2.51it/s]
Epoch 0: |          | 4410/? [29:19<00:00,  2.51it/s]
Epoch 0: |          | 4410/? [29:19<00:00,  2.51it/s]
Epoch 0: |          | 4411/? [29:19<00:00,  2.51it/s]
Epoch 0: |          | 4411/? [29:19<00:00,  2.51it/s]
Epoch 0: |          | 4412/? [29:19<00:00,  2.51it/s]
Epoch 0: |          | 4412/? [29:19<00:00,  2.51it/s]
Epoch 0: |          | 4413/? [29:20<00:00,  2.51it/s]
Epoch 0: |          | 4413/? [29:20<00:00,  2.51it/s]
Epoch 0: |          | 4414/? [29:20<00:00,  2.51it/s]
Epoch 0: |          | 4414/? [29:20<00:00,  2.51it/s]
Epoch 0: |          | 4415/? [29:21<00:00,  2.51it/s]
Epoch 0: |          | 4415/? [29:21<00:00,  2.51it/s]
Epoch 0: |          | 4416/? [29:21<00:00,  2.51it/s]
Epoch 0: |          | 4416/? [29:21<00:00,  2.51it/s]
Epoch 0: |          | 4417/? [29:21<00:00,  2.51it/s]
Epoch 0: |          | 4417/? [29:21<00:00,  2.51it/s]
Epoch 0: |          | 4418/? [29:22<00:00,  2.51it/s]
Epoch 0: |          | 4418/? [29:22<00:00,  2.51it/s]
Epoch 0: |          | 4419/? [29:22<00:00,  2.51it/s]
Epoch 0: |          | 4419/? [29:22<00:00,  2.51it/s]
Epoch 0: |          | 4420/? [29:22<00:00,  2.51it/s]
Epoch 0: |          | 4420/? [29:22<00:00,  2.51it/s]
Epoch 0: |          | 4421/? [29:23<00:00,  2.51it/s]
Epoch 0: |          | 4421/? [29:23<00:00,  2.51it/s]
Epoch 0: |          | 4422/? [29:23<00:00,  2.51it/s]
Epoch 0: |          | 4422/? [29:23<00:00,  2.51it/s]
Epoch 0: |          | 4423/? [29:24<00:00,  2.51it/s]
Epoch 0: |          | 4423/? [29:24<00:00,  2.51it/s]
Epoch 0: |          | 4424/? [29:24<00:00,  2.51it/s]
Epoch 0: |          | 4424/? [29:24<00:00,  2.51it/s]
Epoch 0: |          | 4425/? [29:24<00:00,  2.51it/s]
Epoch 0: |          | 4425/? [29:24<00:00,  2.51it/s]
Epoch 0: |          | 4426/? [29:25<00:00,  2.51it/s]
Epoch 0: |          | 4426/? [29:25<00:00,  2.51it/s]
Epoch 0: |          | 4427/? [29:25<00:00,  2.51it/s]
Epoch 0: |          | 4427/? [29:25<00:00,  2.51it/s]
Epoch 0: |          | 4428/? [29:25<00:00,  2.51it/s]
Epoch 0: |          | 4428/? [29:25<00:00,  2.51it/s]
Epoch 0: |          | 4429/? [29:26<00:00,  2.51it/s]
Epoch 0: |          | 4429/? [29:26<00:00,  2.51it/s]
Epoch 0: |          | 4430/? [29:26<00:00,  2.51it/s]
Epoch 0: |          | 4430/? [29:26<00:00,  2.51it/s]
Epoch 0: |          | 4431/? [29:26<00:00,  2.51it/s]
Epoch 0: |          | 4431/? [29:26<00:00,  2.51it/s]
Epoch 0: |          | 4432/? [29:27<00:00,  2.51it/s]
Epoch 0: |          | 4432/? [29:27<00:00,  2.51it/s]
Epoch 0: |          | 4433/? [29:27<00:00,  2.51it/s]
Epoch 0: |          | 4433/? [29:27<00:00,  2.51it/s]
Epoch 0: |          | 4434/? [29:28<00:00,  2.51it/s]
Epoch 0: |          | 4434/? [29:28<00:00,  2.51it/s]
Epoch 0: |          | 4435/? [29:28<00:00,  2.51it/s]
Epoch 0: |          | 4435/? [29:28<00:00,  2.51it/s]
Epoch 0: |          | 4436/? [29:28<00:00,  2.51it/s]
Epoch 0: |          | 4436/? [29:28<00:00,  2.51it/s]
Epoch 0: |          | 4437/? [29:29<00:00,  2.51it/s]
Epoch 0: |          | 4437/? [29:29<00:00,  2.51it/s]
Epoch 0: |          | 4438/? [29:29<00:00,  2.51it/s]
Epoch 0: |          | 4438/? [29:29<00:00,  2.51it/s]
Epoch 0: |          | 4439/? [29:29<00:00,  2.51it/s]
Epoch 0: |          | 4439/? [29:29<00:00,  2.51it/s]
Epoch 0: |          | 4440/? [29:30<00:00,  2.51it/s]
Epoch 0: |          | 4440/? [29:30<00:00,  2.51it/s]
Epoch 0: |          | 4441/? [29:30<00:00,  2.51it/s]
Epoch 0: |          | 4441/? [29:30<00:00,  2.51it/s]
Epoch 0: |          | 4442/? [29:31<00:00,  2.51it/s]
Epoch 0: |          | 4442/? [29:31<00:00,  2.51it/s]
Epoch 0: |          | 4443/? [29:31<00:00,  2.51it/s]
Epoch 0: |          | 4443/? [29:31<00:00,  2.51it/s]
Epoch 0: |          | 4444/? [29:31<00:00,  2.51it/s]
Epoch 0: |          | 4444/? [29:31<00:00,  2.51it/s]
Epoch 0: |          | 4445/? [29:32<00:00,  2.51it/s]
Epoch 0: |          | 4445/? [29:32<00:00,  2.51it/s]
Epoch 0: |          | 4446/? [29:32<00:00,  2.51it/s]
Epoch 0: |          | 4446/? [29:32<00:00,  2.51it/s]
Epoch 0: |          | 4447/? [29:32<00:00,  2.51it/s]
Epoch 0: |          | 4447/? [29:32<00:00,  2.51it/s]
Epoch 0: |          | 4448/? [29:33<00:00,  2.51it/s]
Epoch 0: |          | 4448/? [29:33<00:00,  2.51it/s]
Epoch 0: |          | 4449/? [29:33<00:00,  2.51it/s]
Epoch 0: |          | 4449/? [29:33<00:00,  2.51it/s]
Epoch 0: |          | 4450/? [29:34<00:00,  2.51it/s]
Epoch 0: |          | 4450/? [29:34<00:00,  2.51it/s]
Epoch 0: |          | 4451/? [29:34<00:00,  2.51it/s]
Epoch 0: |          | 4451/? [29:34<00:00,  2.51it/s]
Epoch 0: |          | 4452/? [29:34<00:00,  2.51it/s]
Epoch 0: |          | 4452/? [29:34<00:00,  2.51it/s]
Epoch 0: |          | 4453/? [29:35<00:00,  2.51it/s]
Epoch 0: |          | 4453/? [29:35<00:00,  2.51it/s]
Epoch 0: |          | 4454/? [29:35<00:00,  2.51it/s]
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Epoch 0: |          | 4470/? [29:41<00:00,  2.51it/s]
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Epoch 0: |          | 4471/? [29:41<00:00,  2.51it/s]
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Epoch 0: |          | 4476/? [29:43<00:00,  2.51it/s]
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Epoch 0: |          | 4478/? [29:44<00:00,  2.51it/s]
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Epoch 0: |          | 4479/? [29:44<00:00,  2.51it/s]
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Epoch 0: |          | 4481/? [29:45<00:00,  2.51it/s]
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Epoch 0: |          | 4482/? [29:46<00:00,  2.51it/s]
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Epoch 0: |          | 4483/? [29:46<00:00,  2.51it/s]
Epoch 0: |          | 4483/? [29:46<00:00,  2.51it/s]
Epoch 0: |          | 4484/? [29:46<00:00,  2.51it/s]
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Epoch 0: |          | 4486/? [29:47<00:00,  2.51it/s]
Epoch 0: |          | 4486/? [29:47<00:00,  2.51it/s]
Epoch 0: |          | 4487/? [29:47<00:00,  2.51it/s]
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Epoch 0: |          | 4488/? [29:48<00:00,  2.51it/s]
Epoch 0: |          | 4488/? [29:48<00:00,  2.51it/s]
Epoch 0: |          | 4489/? [29:48<00:00,  2.51it/s]
Epoch 0: |          | 4489/? [29:48<00:00,  2.51it/s]
Epoch 0: |          | 4490/? [29:49<00:00,  2.51it/s]
Epoch 0: |          | 4490/? [29:49<00:00,  2.51it/s]
Epoch 0: |          | 4491/? [29:49<00:00,  2.51it/s]
Epoch 0: |          | 4491/? [29:49<00:00,  2.51it/s]
Epoch 0: |          | 4492/? [29:49<00:00,  2.51it/s]
Epoch 0: |          | 4492/? [29:49<00:00,  2.51it/s]
Epoch 0: |          | 4493/? [29:50<00:00,  2.51it/s]
Epoch 0: |          | 4493/? [29:50<00:00,  2.51it/s]
Epoch 0: |          | 4494/? [29:50<00:00,  2.51it/s]
Epoch 0: |          | 4494/? [29:50<00:00,  2.51it/s]
Epoch 0: |          | 4495/? [29:50<00:00,  2.51it/s]
Epoch 0: |          | 4495/? [29:50<00:00,  2.51it/s]
Epoch 0: |          | 4496/? [29:51<00:00,  2.51it/s]
Epoch 0: |          | 4496/? [29:51<00:00,  2.51it/s]
Epoch 0: |          | 4497/? [29:51<00:00,  2.51it/s]
Epoch 0: |          | 4497/? [29:51<00:00,  2.51it/s]
Epoch 0: |          | 4498/? [29:52<00:00,  2.51it/s]
Epoch 0: |          | 4498/? [29:52<00:00,  2.51it/s]
Epoch 0: |          | 4499/? [29:52<00:00,  2.51it/s]
Epoch 0: |          | 4499/? [29:52<00:00,  2.51it/s]
Epoch 0: |          | 4500/? [29:52<00:00,  2.51it/s]
Epoch 0: |          | 4500/? [29:52<00:00,  2.51it/s]
Epoch 0: |          | 4501/? [29:53<00:00,  2.51it/s]
Epoch 0: |          | 4501/? [29:53<00:00,  2.51it/s]
Epoch 0: |          | 4502/? [29:53<00:00,  2.51it/s]
Epoch 0: |          | 4502/? [29:53<00:00,  2.51it/s]
Epoch 0: |          | 4503/? [29:53<00:00,  2.51it/s]
Epoch 0: |          | 4503/? [29:53<00:00,  2.51it/s]
Epoch 0: |          | 4504/? [29:54<00:00,  2.51it/s]
Epoch 0: |          | 4504/? [29:54<00:00,  2.51it/s]
Epoch 0: |          | 4505/? [29:54<00:00,  2.51it/s]
Epoch 0: |          | 4505/? [29:54<00:00,  2.51it/s]
Epoch 0: |          | 4506/? [29:55<00:00,  2.51it/s]
Epoch 0: |          | 4506/? [29:55<00:00,  2.51it/s]
Epoch 0: |          | 4507/? [29:55<00:00,  2.51it/s]
Epoch 0: |          | 4507/? [29:55<00:00,  2.51it/s]
Epoch 0: |          | 4508/? [29:55<00:00,  2.51it/s]
Epoch 0: |          | 4508/? [29:55<00:00,  2.51it/s]
Epoch 0: |          | 4509/? [29:56<00:00,  2.51it/s]
Epoch 0: |          | 4509/? [29:56<00:00,  2.51it/s]
Epoch 0: |          | 4510/? [29:56<00:00,  2.51it/s]
Epoch 0: |          | 4510/? [29:56<00:00,  2.51it/s]
Epoch 0: |          | 4511/? [29:56<00:00,  2.51it/s]
Epoch 0: |          | 4511/? [29:56<00:00,  2.51it/s]
Epoch 0: |          | 4512/? [29:57<00:00,  2.51it/s]
Epoch 0: |          | 4512/? [29:57<00:00,  2.51it/s]
Epoch 0: |          | 4513/? [29:57<00:00,  2.51it/s]
Epoch 0: |          | 4513/? [29:57<00:00,  2.51it/s]
Epoch 0: |          | 4514/? [29:58<00:00,  2.51it/s]
Epoch 0: |          | 4514/? [29:58<00:00,  2.51it/s]
Epoch 0: |          | 4515/? [29:58<00:00,  2.51it/s]
Epoch 0: |          | 4515/? [29:58<00:00,  2.51it/s]
Epoch 0: |          | 4516/? [29:58<00:00,  2.51it/s]
Epoch 0: |          | 4516/? [29:58<00:00,  2.51it/s]
Epoch 0: |          | 4517/? [29:59<00:00,  2.51it/s]
Epoch 0: |          | 4517/? [29:59<00:00,  2.51it/s]
Epoch 0: |          | 4518/? [29:59<00:00,  2.51it/s]
Epoch 0: |          | 4518/? [29:59<00:00,  2.51it/s]
Epoch 0: |          | 4519/? [29:59<00:00,  2.51it/s]
Epoch 0: |          | 4519/? [29:59<00:00,  2.51it/s]
Epoch 0: |          | 4520/? [30:00<00:00,  2.51it/s]
Epoch 0: |          | 4520/? [30:00<00:00,  2.51it/s]
Epoch 0: |          | 4521/? [30:00<00:00,  2.51it/s]
Epoch 0: |          | 4521/? [30:00<00:00,  2.51it/s]
Epoch 0: |          | 4522/? [30:01<00:00,  2.51it/s]
Epoch 0: |          | 4522/? [30:01<00:00,  2.51it/s]
Epoch 0: |          | 4523/? [30:01<00:00,  2.51it/s]
Epoch 0: |          | 4523/? [30:01<00:00,  2.51it/s]
Epoch 0: |          | 4524/? [30:01<00:00,  2.51it/s]
Epoch 0: |          | 4524/? [30:01<00:00,  2.51it/s]
Epoch 0: |          | 4525/? [30:02<00:00,  2.51it/s]
Epoch 0: |          | 4525/? [30:02<00:00,  2.51it/s]
Epoch 0: |          | 4526/? [30:02<00:00,  2.51it/s]
Epoch 0: |          | 4526/? [30:02<00:00,  2.51it/s]
Epoch 0: |          | 4527/? [30:02<00:00,  2.51it/s]
Epoch 0: |          | 4527/? [30:02<00:00,  2.51it/s]
Epoch 0: |          | 4528/? [30:03<00:00,  2.51it/s]
Epoch 0: |          | 4528/? [30:03<00:00,  2.51it/s]
Epoch 0: |          | 4529/? [30:03<00:00,  2.51it/s]
Epoch 0: |          | 4529/? [30:03<00:00,  2.51it/s]
Epoch 0: |          | 4530/? [30:04<00:00,  2.51it/s]
Epoch 0: |          | 4530/? [30:04<00:00,  2.51it/s]
Epoch 0: |          | 4531/? [30:04<00:00,  2.51it/s]
Epoch 0: |          | 4531/? [30:04<00:00,  2.51it/s]
Epoch 0: |          | 4532/? [30:04<00:00,  2.51it/s]
Epoch 0: |          | 4532/? [30:04<00:00,  2.51it/s]
Epoch 0: |          | 4533/? [30:05<00:00,  2.51it/s]
Epoch 0: |          | 4533/? [30:05<00:00,  2.51it/s]
Epoch 0: |          | 4534/? [30:05<00:00,  2.51it/s]
Epoch 0: |          | 4534/? [30:05<00:00,  2.51it/s]
Epoch 0: |          | 4535/? [30:05<00:00,  2.51it/s]
Epoch 0: |          | 4535/? [30:05<00:00,  2.51it/s]
Epoch 0: |          | 4536/? [30:06<00:00,  2.51it/s]
Epoch 0: |          | 4536/? [30:06<00:00,  2.51it/s]
Epoch 0: |          | 4537/? [30:06<00:00,  2.51it/s]
Epoch 0: |          | 4537/? [30:06<00:00,  2.51it/s]
Epoch 0: |          | 4538/? [30:06<00:00,  2.51it/s]
Epoch 0: |          | 4538/? [30:06<00:00,  2.51it/s]
Epoch 0: |          | 4539/? [30:07<00:00,  2.51it/s]
Epoch 0: |          | 4539/? [30:07<00:00,  2.51it/s]
Epoch 0: |          | 4540/? [30:07<00:00,  2.51it/s]
Epoch 0: |          | 4540/? [30:07<00:00,  2.51it/s]
Epoch 0: |          | 4541/? [30:08<00:00,  2.51it/s]
Epoch 0: |          | 4541/? [30:08<00:00,  2.51it/s]
Epoch 0: |          | 4542/? [30:08<00:00,  2.51it/s]
Epoch 0: |          | 4542/? [30:08<00:00,  2.51it/s]
Epoch 0: |          | 4543/? [30:08<00:00,  2.51it/s]
Epoch 0: |          | 4543/? [30:08<00:00,  2.51it/s]
Epoch 0: |          | 4544/? [30:09<00:00,  2.51it/s]
Epoch 0: |          | 4544/? [30:09<00:00,  2.51it/s]
Epoch 0: |          | 4545/? [30:09<00:00,  2.51it/s]
Epoch 0: |          | 4545/? [30:09<00:00,  2.51it/s]
Epoch 0: |          | 4546/? [30:09<00:00,  2.51it/s]
Epoch 0: |          | 4546/? [30:09<00:00,  2.51it/s]
Epoch 0: |          | 4547/? [30:10<00:00,  2.51it/s]
Epoch 0: |          | 4547/? [30:10<00:00,  2.51it/s]
Epoch 0: |          | 4548/? [30:10<00:00,  2.51it/s]
Epoch 0: |          | 4548/? [30:10<00:00,  2.51it/s]
Epoch 0: |          | 4549/? [30:11<00:00,  2.51it/s]
Epoch 0: |          | 4549/? [30:11<00:00,  2.51it/s]
Epoch 0: |          | 4550/? [30:11<00:00,  2.51it/s]
Epoch 0: |          | 4550/? [30:11<00:00,  2.51it/s]
Epoch 0: |          | 4551/? [30:11<00:00,  2.51it/s]
Epoch 0: |          | 4551/? [30:11<00:00,  2.51it/s]
Epoch 0: |          | 4552/? [30:12<00:00,  2.51it/s]
Epoch 0: |          | 4552/? [30:12<00:00,  2.51it/s]
Epoch 0: |          | 4553/? [30:12<00:00,  2.51it/s]
Epoch 0: |          | 4553/? [30:12<00:00,  2.51it/s]
Epoch 0: |          | 4554/? [30:12<00:00,  2.51it/s]
Epoch 0: |          | 4554/? [30:12<00:00,  2.51it/s]
Epoch 0: |          | 4555/? [30:13<00:00,  2.51it/s]
Epoch 0: |          | 4555/? [30:13<00:00,  2.51it/s]
Epoch 0: |          | 4556/? [30:13<00:00,  2.51it/s]
Epoch 0: |          | 4556/? [30:13<00:00,  2.51it/s]
Epoch 0: |          | 4557/? [30:14<00:00,  2.51it/s]
Epoch 0: |          | 4557/? [30:14<00:00,  2.51it/s]
Epoch 0: |          | 4558/? [30:14<00:00,  2.51it/s]
Epoch 0: |          | 4558/? [30:14<00:00,  2.51it/s]
Epoch 0: |          | 4559/? [30:14<00:00,  2.51it/s]
Epoch 0: |          | 4559/? [30:14<00:00,  2.51it/s]
Epoch 0: |          | 4560/? [30:15<00:00,  2.51it/s]
Epoch 0: |          | 4560/? [30:15<00:00,  2.51it/s]
Epoch 0: |          | 4561/? [30:15<00:00,  2.51it/s]
Epoch 0: |          | 4561/? [30:15<00:00,  2.51it/s]
Epoch 0: |          | 4562/? [30:15<00:00,  2.51it/s]
Epoch 0: |          | 4562/? [30:15<00:00,  2.51it/s]
Epoch 0: |          | 4563/? [30:16<00:00,  2.51it/s]
Epoch 0: |          | 4563/? [30:16<00:00,  2.51it/s]
Epoch 0: |          | 4564/? [30:16<00:00,  2.51it/s]
Epoch 0: |          | 4564/? [30:16<00:00,  2.51it/s]
Epoch 0: |          | 4565/? [30:17<00:00,  2.51it/s]
Epoch 0: |          | 4565/? [30:17<00:00,  2.51it/s]
Epoch 0: |          | 4566/? [30:17<00:00,  2.51it/s]
Epoch 0: |          | 4566/? [30:17<00:00,  2.51it/s]
Epoch 0: |          | 4567/? [30:17<00:00,  2.51it/s]
Epoch 0: |          | 4567/? [30:17<00:00,  2.51it/s]
Epoch 0: |          | 4568/? [30:18<00:00,  2.51it/s]
Epoch 0: |          | 4568/? [30:18<00:00,  2.51it/s]
Epoch 0: |          | 4569/? [30:18<00:00,  2.51it/s]
Epoch 0: |          | 4569/? [30:18<00:00,  2.51it/s]
Epoch 0: |          | 4570/? [30:18<00:00,  2.51it/s]
Epoch 0: |          | 4570/? [30:18<00:00,  2.51it/s]
Epoch 0: |          | 4571/? [30:19<00:00,  2.51it/s]
Epoch 0: |          | 4571/? [30:19<00:00,  2.51it/s]
Epoch 0: |          | 4572/? [30:19<00:00,  2.51it/s]
Epoch 0: |          | 4572/? [30:19<00:00,  2.51it/s]
Epoch 0: |          | 4573/? [30:20<00:00,  2.51it/s]
Epoch 0: |          | 4573/? [30:20<00:00,  2.51it/s]
Epoch 0: |          | 4574/? [30:20<00:00,  2.51it/s]
Epoch 0: |          | 4574/? [30:20<00:00,  2.51it/s]
Epoch 0: |          | 4575/? [30:20<00:00,  2.51it/s]
Epoch 0: |          | 4575/? [30:20<00:00,  2.51it/s]
Epoch 0: |          | 4576/? [30:21<00:00,  2.51it/s]
Epoch 0: |          | 4576/? [30:21<00:00,  2.51it/s]
Epoch 0: |          | 4577/? [30:21<00:00,  2.51it/s]
Epoch 0: |          | 4577/? [30:21<00:00,  2.51it/s]
Epoch 0: |          | 4578/? [30:21<00:00,  2.51it/s]
Epoch 0: |          | 4578/? [30:21<00:00,  2.51it/s]
Epoch 0: |          | 4579/? [30:22<00:00,  2.51it/s]
Epoch 0: |          | 4579/? [30:22<00:00,  2.51it/s]
Epoch 0: |          | 4580/? [30:22<00:00,  2.51it/s]
Epoch 0: |          | 4580/? [30:22<00:00,  2.51it/s]
Epoch 0: |          | 4581/? [30:23<00:00,  2.51it/s]
Epoch 0: |          | 4581/? [30:23<00:00,  2.51it/s]
Epoch 0: |          | 4582/? [30:23<00:00,  2.51it/s]
Epoch 0: |          | 4582/? [30:23<00:00,  2.51it/s]
Epoch 0: |          | 4583/? [30:23<00:00,  2.51it/s]
Epoch 0: |          | 4583/? [30:23<00:00,  2.51it/s]
Epoch 0: |          | 4584/? [30:24<00:00,  2.51it/s]
Epoch 0: |          | 4584/? [30:24<00:00,  2.51it/s]
Epoch 0: |          | 4585/? [30:24<00:00,  2.51it/s]
Epoch 0: |          | 4585/? [30:24<00:00,  2.51it/s]
Epoch 0: |          | 4586/? [30:24<00:00,  2.51it/s]
Epoch 0: |          | 4586/? [30:24<00:00,  2.51it/s]
Epoch 0: |          | 4587/? [30:25<00:00,  2.51it/s]
Epoch 0: |          | 4587/? [30:25<00:00,  2.51it/s]
Epoch 0: |          | 4588/? [30:25<00:00,  2.51it/s]
Epoch 0: |          | 4588/? [30:25<00:00,  2.51it/s]
Epoch 0: |          | 4589/? [30:26<00:00,  2.51it/s]
Epoch 0: |          | 4589/? [30:26<00:00,  2.51it/s]
Epoch 0: |          | 4590/? [30:26<00:00,  2.51it/s]
Epoch 0: |          | 4590/? [30:26<00:00,  2.51it/s]
Epoch 0: |          | 4591/? [30:26<00:00,  2.51it/s]
Epoch 0: |          | 4591/? [30:26<00:00,  2.51it/s]
Epoch 0: |          | 4592/? [30:27<00:00,  2.51it/s]
Epoch 0: |          | 4592/? [30:27<00:00,  2.51it/s]
Epoch 0: |          | 4593/? [30:27<00:00,  2.51it/s]
Epoch 0: |          | 4593/? [30:27<00:00,  2.51it/s]
Epoch 0: |          | 4594/? [30:27<00:00,  2.51it/s]
Epoch 0: |          | 4594/? [30:27<00:00,  2.51it/s]
Epoch 0: |          | 4595/? [30:28<00:00,  2.51it/s]
Epoch 0: |          | 4595/? [30:28<00:00,  2.51it/s]
Epoch 0: |          | 4596/? [30:28<00:00,  2.51it/s]
Epoch 0: |          | 4596/? [30:28<00:00,  2.51it/s]
Epoch 0: |          | 4597/? [30:29<00:00,  2.51it/s]
Epoch 0: |          | 4597/? [30:29<00:00,  2.51it/s]
Epoch 0: |          | 4598/? [30:29<00:00,  2.51it/s]
Epoch 0: |          | 4598/? [30:29<00:00,  2.51it/s]
Epoch 0: |          | 4599/? [30:29<00:00,  2.51it/s]
Epoch 0: |          | 4599/? [30:29<00:00,  2.51it/s]
Epoch 0: |          | 4600/? [30:30<00:00,  2.51it/s]
Epoch 0: |          | 4600/? [30:30<00:00,  2.51it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.57it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.23it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.31it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.18it/s]

Epoch 0: |          | 4600/? [30:30<00:00,  2.51it/s]
Epoch 0: |          | 4601/? [30:30<00:00,  2.51it/s]
Epoch 0: |          | 4601/? [30:30<00:00,  2.51it/s]
Epoch 0: |          | 4602/? [30:31<00:00,  2.51it/s]
Epoch 0: |          | 4602/? [30:31<00:00,  2.51it/s]
Epoch 0: |          | 4603/? [30:31<00:00,  2.51it/s]
Epoch 0: |          | 4603/? [30:31<00:00,  2.51it/s]
Epoch 0: |          | 4604/? [30:32<00:00,  2.51it/s]
Epoch 0: |          | 4604/? [30:32<00:00,  2.51it/s]
Epoch 0: |          | 4605/? [30:32<00:00,  2.51it/s]
Epoch 0: |          | 4605/? [30:32<00:00,  2.51it/s]
Epoch 0: |          | 4606/? [30:32<00:00,  2.51it/s]
Epoch 0: |          | 4606/? [30:32<00:00,  2.51it/s]
Epoch 0: |          | 4607/? [30:33<00:00,  2.51it/s]
Epoch 0: |          | 4607/? [30:33<00:00,  2.51it/s]
Epoch 0: |          | 4608/? [30:33<00:00,  2.51it/s]
Epoch 0: |          | 4608/? [30:33<00:00,  2.51it/s]
Epoch 0: |          | 4609/? [30:33<00:00,  2.51it/s]
Epoch 0: |          | 4609/? [30:33<00:00,  2.51it/s]
Epoch 0: |          | 4610/? [30:34<00:00,  2.51it/s]
Epoch 0: |          | 4610/? [30:34<00:00,  2.51it/s]
Epoch 0: |          | 4611/? [30:34<00:00,  2.51it/s]
Epoch 0: |          | 4611/? [30:34<00:00,  2.51it/s]
Epoch 0: |          | 4612/? [30:35<00:00,  2.51it/s]
Epoch 0: |          | 4612/? [30:35<00:00,  2.51it/s]
Epoch 0: |          | 4613/? [30:35<00:00,  2.51it/s]
Epoch 0: |          | 4613/? [30:35<00:00,  2.51it/s]
Epoch 0: |          | 4614/? [30:35<00:00,  2.51it/s]
Epoch 0: |          | 4614/? [30:35<00:00,  2.51it/s]
Epoch 0: |          | 4615/? [30:36<00:00,  2.51it/s]
Epoch 0: |          | 4615/? [30:36<00:00,  2.51it/s]
Epoch 0: |          | 4616/? [30:36<00:00,  2.51it/s]
Epoch 0: |          | 4616/? [30:36<00:00,  2.51it/s]
Epoch 0: |          | 4617/? [30:36<00:00,  2.51it/s]
Epoch 0: |          | 4617/? [30:36<00:00,  2.51it/s]
Epoch 0: |          | 4618/? [30:37<00:00,  2.51it/s]
Epoch 0: |          | 4618/? [30:37<00:00,  2.51it/s]
Epoch 0: |          | 4619/? [30:37<00:00,  2.51it/s]
Epoch 0: |          | 4619/? [30:37<00:00,  2.51it/s]
Epoch 0: |          | 4620/? [30:37<00:00,  2.51it/s]
Epoch 0: |          | 4620/? [30:37<00:00,  2.51it/s]
Epoch 0: |          | 4621/? [30:38<00:00,  2.51it/s]
Epoch 0: |          | 4621/? [30:38<00:00,  2.51it/s]
Epoch 0: |          | 4622/? [30:38<00:00,  2.51it/s]
Epoch 0: |          | 4622/? [30:38<00:00,  2.51it/s]
Epoch 0: |          | 4623/? [30:39<00:00,  2.51it/s]
Epoch 0: |          | 4623/? [30:39<00:00,  2.51it/s]
Epoch 0: |          | 4624/? [30:39<00:00,  2.51it/s]
Epoch 0: |          | 4624/? [30:39<00:00,  2.51it/s]
Epoch 0: |          | 4625/? [30:39<00:00,  2.51it/s]
Epoch 0: |          | 4625/? [30:39<00:00,  2.51it/s]
Epoch 0: |          | 4626/? [30:40<00:00,  2.51it/s]
Epoch 0: |          | 4626/? [30:40<00:00,  2.51it/s]
Epoch 0: |          | 4627/? [30:40<00:00,  2.51it/s]
Epoch 0: |          | 4627/? [30:40<00:00,  2.51it/s]
Epoch 0: |          | 4628/? [30:40<00:00,  2.51it/s]
Epoch 0: |          | 4628/? [30:40<00:00,  2.51it/s]
Epoch 0: |          | 4629/? [30:41<00:00,  2.51it/s]
Epoch 0: |          | 4629/? [30:41<00:00,  2.51it/s]
Epoch 0: |          | 4630/? [30:41<00:00,  2.51it/s]
Epoch 0: |          | 4630/? [30:41<00:00,  2.51it/s]
Epoch 0: |          | 4631/? [30:42<00:00,  2.51it/s]
Epoch 0: |          | 4631/? [30:42<00:00,  2.51it/s]
Epoch 0: |          | 4632/? [30:42<00:00,  2.51it/s]
Epoch 0: |          | 4632/? [30:42<00:00,  2.51it/s]
Epoch 0: |          | 4633/? [30:42<00:00,  2.51it/s]
Epoch 0: |          | 4633/? [30:42<00:00,  2.51it/s]
Epoch 0: |          | 4634/? [30:43<00:00,  2.51it/s]
Epoch 0: |          | 4634/? [30:43<00:00,  2.51it/s]
Epoch 0: |          | 4635/? [30:43<00:00,  2.51it/s]
Epoch 0: |          | 4635/? [30:43<00:00,  2.51it/s]
Epoch 0: |          | 4636/? [30:43<00:00,  2.51it/s]
Epoch 0: |          | 4636/? [30:43<00:00,  2.51it/s]
Epoch 0: |          | 4637/? [30:44<00:00,  2.51it/s]
Epoch 0: |          | 4637/? [30:44<00:00,  2.51it/s]
Epoch 0: |          | 4638/? [30:44<00:00,  2.51it/s]
Epoch 0: |          | 4638/? [30:44<00:00,  2.51it/s]
Epoch 0: |          | 4639/? [30:45<00:00,  2.51it/s]
Epoch 0: |          | 4639/? [30:45<00:00,  2.51it/s]
Epoch 0: |          | 4640/? [30:45<00:00,  2.51it/s]
Epoch 0: |          | 4640/? [30:45<00:00,  2.51it/s]
Epoch 0: |          | 4641/? [30:45<00:00,  2.51it/s]
Epoch 0: |          | 4641/? [30:45<00:00,  2.51it/s]
Epoch 0: |          | 4642/? [30:46<00:00,  2.51it/s]
Epoch 0: |          | 4642/? [30:46<00:00,  2.51it/s]
Epoch 0: |          | 4643/? [30:46<00:00,  2.51it/s]
Epoch 0: |          | 4643/? [30:46<00:00,  2.51it/s]
Epoch 0: |          | 4644/? [30:46<00:00,  2.51it/s]
Epoch 0: |          | 4644/? [30:46<00:00,  2.51it/s]
Epoch 0: |          | 4645/? [30:47<00:00,  2.51it/s]
Epoch 0: |          | 4645/? [30:47<00:00,  2.51it/s]
Epoch 0: |          | 4646/? [30:47<00:00,  2.51it/s]
Epoch 0: |          | 4646/? [30:47<00:00,  2.51it/s]
Epoch 0: |          | 4647/? [30:48<00:00,  2.51it/s]
Epoch 0: |          | 4647/? [30:48<00:00,  2.51it/s]
Epoch 0: |          | 4648/? [30:48<00:00,  2.51it/s]
Epoch 0: |          | 4648/? [30:48<00:00,  2.51it/s]
Epoch 0: |          | 4649/? [30:48<00:00,  2.51it/s]
Epoch 0: |          | 4649/? [30:48<00:00,  2.51it/s]
Epoch 0: |          | 4650/? [30:49<00:00,  2.51it/s]
Epoch 0: |          | 4650/? [30:49<00:00,  2.51it/s]
Epoch 0: |          | 4651/? [30:49<00:00,  2.51it/s]
Epoch 0: |          | 4651/? [30:49<00:00,  2.51it/s]
Epoch 0: |          | 4652/? [30:49<00:00,  2.51it/s]
Epoch 0: |          | 4652/? [30:49<00:00,  2.51it/s]
Epoch 0: |          | 4653/? [30:50<00:00,  2.51it/s]
Epoch 0: |          | 4653/? [30:50<00:00,  2.51it/s]
Epoch 0: |          | 4654/? [30:50<00:00,  2.51it/s]
Epoch 0: |          | 4654/? [30:50<00:00,  2.51it/s]
Epoch 0: |          | 4655/? [30:51<00:00,  2.51it/s]
Epoch 0: |          | 4655/? [30:51<00:00,  2.51it/s]
Epoch 0: |          | 4656/? [30:51<00:00,  2.51it/s]
Epoch 0: |          | 4656/? [30:51<00:00,  2.51it/s]
Epoch 0: |          | 4657/? [30:51<00:00,  2.51it/s]
Epoch 0: |          | 4657/? [30:51<00:00,  2.51it/s]
Epoch 0: |          | 4658/? [30:52<00:00,  2.51it/s]
Epoch 0: |          | 4658/? [30:52<00:00,  2.51it/s]
Epoch 0: |          | 4659/? [30:52<00:00,  2.51it/s]
Epoch 0: |          | 4659/? [30:52<00:00,  2.51it/s]
Epoch 0: |          | 4660/? [30:52<00:00,  2.51it/s]
Epoch 0: |          | 4660/? [30:52<00:00,  2.51it/s]
Epoch 0: |          | 4661/? [30:53<00:00,  2.52it/s]
Epoch 0: |          | 4661/? [30:53<00:00,  2.52it/s]
Epoch 0: |          | 4662/? [30:53<00:00,  2.52it/s]
Epoch 0: |          | 4662/? [30:53<00:00,  2.52it/s]
Epoch 0: |          | 4663/? [30:54<00:00,  2.52it/s]
Epoch 0: |          | 4663/? [30:54<00:00,  2.52it/s]
Epoch 0: |          | 4664/? [30:54<00:00,  2.52it/s]
Epoch 0: |          | 4664/? [30:54<00:00,  2.52it/s]
Epoch 0: |          | 4665/? [30:54<00:00,  2.52it/s]
Epoch 0: |          | 4665/? [30:54<00:00,  2.52it/s]
Epoch 0: |          | 4666/? [30:55<00:00,  2.52it/s]
Epoch 0: |          | 4666/? [30:55<00:00,  2.52it/s]
Epoch 0: |          | 4667/? [30:55<00:00,  2.52it/s]
Epoch 0: |          | 4667/? [30:55<00:00,  2.52it/s]
Epoch 0: |          | 4668/? [30:55<00:00,  2.52it/s]
Epoch 0: |          | 4668/? [30:55<00:00,  2.52it/s]
Epoch 0: |          | 4669/? [30:56<00:00,  2.52it/s]
Epoch 0: |          | 4669/? [30:56<00:00,  2.52it/s]
Epoch 0: |          | 4670/? [30:56<00:00,  2.52it/s]
Epoch 0: |          | 4670/? [30:56<00:00,  2.52it/s]
Epoch 0: |          | 4671/? [30:57<00:00,  2.52it/s]
Epoch 0: |          | 4671/? [30:57<00:00,  2.52it/s]
Epoch 0: |          | 4672/? [30:57<00:00,  2.52it/s]
Epoch 0: |          | 4672/? [30:57<00:00,  2.52it/s]
Epoch 0: |          | 4673/? [30:57<00:00,  2.52it/s]
Epoch 0: |          | 4673/? [30:57<00:00,  2.52it/s]
Epoch 0: |          | 4674/? [30:58<00:00,  2.52it/s]
Epoch 0: |          | 4674/? [30:58<00:00,  2.52it/s]
Epoch 0: |          | 4675/? [30:58<00:00,  2.52it/s]
Epoch 0: |          | 4675/? [30:58<00:00,  2.52it/s]
Epoch 0: |          | 4676/? [30:58<00:00,  2.52it/s]
Epoch 0: |          | 4676/? [30:58<00:00,  2.52it/s]
Epoch 0: |          | 4677/? [30:59<00:00,  2.52it/s]
Epoch 0: |          | 4677/? [30:59<00:00,  2.52it/s]
Epoch 0: |          | 4678/? [30:59<00:00,  2.52it/s]
Epoch 0: |          | 4678/? [30:59<00:00,  2.52it/s]
Epoch 0: |          | 4679/? [30:59<00:00,  2.52it/s]
Epoch 0: |          | 4679/? [30:59<00:00,  2.52it/s]
Epoch 0: |          | 4680/? [31:00<00:00,  2.52it/s]
Epoch 0: |          | 4680/? [31:00<00:00,  2.52it/s]
Epoch 0: |          | 4681/? [31:00<00:00,  2.52it/s]
Epoch 0: |          | 4681/? [31:00<00:00,  2.52it/s]
Epoch 0: |          | 4682/? [31:01<00:00,  2.52it/s]
Epoch 0: |          | 4682/? [31:01<00:00,  2.52it/s]
Epoch 0: |          | 4683/? [31:01<00:00,  2.52it/s]
Epoch 0: |          | 4683/? [31:01<00:00,  2.52it/s]
Epoch 0: |          | 4684/? [31:01<00:00,  2.52it/s]
Epoch 0: |          | 4684/? [31:01<00:00,  2.52it/s]
Epoch 0: |          | 4685/? [31:02<00:00,  2.52it/s]
Epoch 0: |          | 4685/? [31:02<00:00,  2.52it/s]
Epoch 0: |          | 4686/? [31:02<00:00,  2.52it/s]
Epoch 0: |          | 4686/? [31:02<00:00,  2.52it/s]
Epoch 0: |          | 4687/? [31:02<00:00,  2.52it/s]
Epoch 0: |          | 4687/? [31:02<00:00,  2.52it/s]
Epoch 0: |          | 4688/? [31:03<00:00,  2.52it/s]
Epoch 0: |          | 4688/? [31:03<00:00,  2.52it/s]
Epoch 0: |          | 4689/? [31:03<00:00,  2.52it/s]
Epoch 0: |          | 4689/? [31:03<00:00,  2.52it/s]
Epoch 0: |          | 4690/? [31:04<00:00,  2.52it/s]
Epoch 0: |          | 4690/? [31:04<00:00,  2.52it/s]
Epoch 0: |          | 4691/? [31:04<00:00,  2.52it/s]
Epoch 0: |          | 4691/? [31:04<00:00,  2.52it/s]
Epoch 0: |          | 4692/? [31:04<00:00,  2.52it/s]
Epoch 0: |          | 4692/? [31:04<00:00,  2.52it/s]
Epoch 0: |          | 4693/? [31:05<00:00,  2.52it/s]
Epoch 0: |          | 4693/? [31:05<00:00,  2.52it/s]
Epoch 0: |          | 4694/? [31:05<00:00,  2.52it/s]
Epoch 0: |          | 4694/? [31:05<00:00,  2.52it/s]
Epoch 0: |          | 4695/? [31:05<00:00,  2.52it/s]
Epoch 0: |          | 4695/? [31:05<00:00,  2.52it/s]
Epoch 0: |          | 4696/? [31:06<00:00,  2.52it/s]
Epoch 0: |          | 4696/? [31:06<00:00,  2.52it/s]
Epoch 0: |          | 4697/? [31:06<00:00,  2.52it/s]
Epoch 0: |          | 4697/? [31:06<00:00,  2.52it/s]
Epoch 0: |          | 4698/? [31:07<00:00,  2.52it/s]
Epoch 0: |          | 4698/? [31:07<00:00,  2.52it/s]
Epoch 0: |          | 4699/? [31:07<00:00,  2.52it/s]
Epoch 0: |          | 4699/? [31:07<00:00,  2.52it/s]
Epoch 0: |          | 4700/? [31:07<00:00,  2.52it/s]
Epoch 0: |          | 4700/? [31:07<00:00,  2.52it/s]
Epoch 0: |          | 4701/? [31:08<00:00,  2.52it/s]
Epoch 0: |          | 4701/? [31:08<00:00,  2.52it/s]
Epoch 0: |          | 4702/? [31:08<00:00,  2.52it/s]
Epoch 0: |          | 4702/? [31:08<00:00,  2.52it/s]
Epoch 0: |          | 4703/? [31:08<00:00,  2.52it/s]
Epoch 0: |          | 4703/? [31:08<00:00,  2.52it/s]
Epoch 0: |          | 4704/? [31:09<00:00,  2.52it/s]
Epoch 0: |          | 4704/? [31:09<00:00,  2.52it/s]
Epoch 0: |          | 4705/? [31:09<00:00,  2.52it/s]
Epoch 0: |          | 4705/? [31:09<00:00,  2.52it/s]
Epoch 0: |          | 4706/? [31:10<00:00,  2.52it/s]
Epoch 0: |          | 4706/? [31:10<00:00,  2.52it/s]
Epoch 0: |          | 4707/? [31:10<00:00,  2.52it/s]
Epoch 0: |          | 4707/? [31:10<00:00,  2.52it/s]
Epoch 0: |          | 4708/? [31:10<00:00,  2.52it/s]
Epoch 0: |          | 4708/? [31:10<00:00,  2.52it/s]
Epoch 0: |          | 4709/? [31:11<00:00,  2.52it/s]
Epoch 0: |          | 4709/? [31:11<00:00,  2.52it/s]
Epoch 0: |          | 4710/? [31:11<00:00,  2.52it/s]
Epoch 0: |          | 4710/? [31:11<00:00,  2.52it/s]
Epoch 0: |          | 4711/? [31:11<00:00,  2.52it/s]
Epoch 0: |          | 4711/? [31:11<00:00,  2.52it/s]
Epoch 0: |          | 4712/? [31:12<00:00,  2.52it/s]
Epoch 0: |          | 4712/? [31:12<00:00,  2.52it/s]
Epoch 0: |          | 4713/? [31:12<00:00,  2.52it/s]
Epoch 0: |          | 4713/? [31:12<00:00,  2.52it/s]
Epoch 0: |          | 4714/? [31:13<00:00,  2.52it/s]
Epoch 0: |          | 4714/? [31:13<00:00,  2.52it/s]
Epoch 0: |          | 4715/? [31:13<00:00,  2.52it/s]
Epoch 0: |          | 4715/? [31:13<00:00,  2.52it/s]
Epoch 0: |          | 4716/? [31:13<00:00,  2.52it/s]
Epoch 0: |          | 4716/? [31:13<00:00,  2.52it/s]
Epoch 0: |          | 4717/? [31:14<00:00,  2.52it/s]
Epoch 0: |          | 4717/? [31:14<00:00,  2.52it/s]
Epoch 0: |          | 4718/? [31:14<00:00,  2.52it/s]
Epoch 0: |          | 4718/? [31:14<00:00,  2.52it/s]
Epoch 0: |          | 4719/? [31:14<00:00,  2.52it/s]
Epoch 0: |          | 4719/? [31:14<00:00,  2.52it/s]
Epoch 0: |          | 4720/? [31:15<00:00,  2.52it/s]
Epoch 0: |          | 4720/? [31:15<00:00,  2.52it/s]
Epoch 0: |          | 4721/? [31:15<00:00,  2.52it/s]
Epoch 0: |          | 4721/? [31:15<00:00,  2.52it/s]
Epoch 0: |          | 4722/? [31:16<00:00,  2.52it/s]
Epoch 0: |          | 4722/? [31:16<00:00,  2.52it/s]
Epoch 0: |          | 4723/? [31:16<00:00,  2.52it/s]
Epoch 0: |          | 4723/? [31:16<00:00,  2.52it/s]
Epoch 0: |          | 4724/? [31:16<00:00,  2.52it/s]
Epoch 0: |          | 4724/? [31:16<00:00,  2.52it/s]
Epoch 0: |          | 4725/? [31:17<00:00,  2.52it/s]
Epoch 0: |          | 4725/? [31:17<00:00,  2.52it/s]
Epoch 0: |          | 4726/? [31:17<00:00,  2.52it/s]
Epoch 0: |          | 4726/? [31:17<00:00,  2.52it/s]
Epoch 0: |          | 4727/? [31:17<00:00,  2.52it/s]
Epoch 0: |          | 4727/? [31:17<00:00,  2.52it/s]
Epoch 0: |          | 4728/? [31:18<00:00,  2.52it/s]
Epoch 0: |          | 4728/? [31:18<00:00,  2.52it/s]
Epoch 0: |          | 4729/? [31:18<00:00,  2.52it/s]
Epoch 0: |          | 4729/? [31:18<00:00,  2.52it/s]
Epoch 0: |          | 4730/? [31:18<00:00,  2.52it/s]
Epoch 0: |          | 4730/? [31:18<00:00,  2.52it/s]
Epoch 0: |          | 4731/? [31:19<00:00,  2.52it/s]
Epoch 0: |          | 4731/? [31:19<00:00,  2.52it/s]
Epoch 0: |          | 4732/? [31:19<00:00,  2.52it/s]
Epoch 0: |          | 4732/? [31:19<00:00,  2.52it/s]
Epoch 0: |          | 4733/? [31:20<00:00,  2.52it/s]
Epoch 0: |          | 4733/? [31:20<00:00,  2.52it/s]
Epoch 0: |          | 4734/? [31:20<00:00,  2.52it/s]
Epoch 0: |          | 4734/? [31:20<00:00,  2.52it/s]
Epoch 0: |          | 4735/? [31:20<00:00,  2.52it/s]
Epoch 0: |          | 4735/? [31:20<00:00,  2.52it/s]
Epoch 0: |          | 4736/? [31:21<00:00,  2.52it/s]
Epoch 0: |          | 4736/? [31:21<00:00,  2.52it/s]
Epoch 0: |          | 4737/? [31:21<00:00,  2.52it/s]
Epoch 0: |          | 4737/? [31:21<00:00,  2.52it/s]
Epoch 0: |          | 4738/? [31:21<00:00,  2.52it/s]
Epoch 0: |          | 4738/? [31:21<00:00,  2.52it/s]
Epoch 0: |          | 4739/? [31:22<00:00,  2.52it/s]
Epoch 0: |          | 4739/? [31:22<00:00,  2.52it/s]
Epoch 0: |          | 4740/? [31:22<00:00,  2.52it/s]
Epoch 0: |          | 4740/? [31:22<00:00,  2.52it/s]
Epoch 0: |          | 4741/? [31:23<00:00,  2.52it/s]
Epoch 0: |          | 4741/? [31:23<00:00,  2.52it/s]
Epoch 0: |          | 4742/? [31:23<00:00,  2.52it/s]
Epoch 0: |          | 4742/? [31:23<00:00,  2.52it/s]
Epoch 0: |          | 4743/? [31:23<00:00,  2.52it/s]
Epoch 0: |          | 4743/? [31:23<00:00,  2.52it/s]
Epoch 0: |          | 4744/? [31:24<00:00,  2.52it/s]
Epoch 0: |          | 4744/? [31:24<00:00,  2.52it/s]
Epoch 0: |          | 4745/? [31:24<00:00,  2.52it/s]
Epoch 0: |          | 4745/? [31:24<00:00,  2.52it/s]
Epoch 0: |          | 4746/? [31:24<00:00,  2.52it/s]
Epoch 0: |          | 4746/? [31:24<00:00,  2.52it/s]
Epoch 0: |          | 4747/? [31:25<00:00,  2.52it/s]
Epoch 0: |          | 4747/? [31:25<00:00,  2.52it/s]
Epoch 0: |          | 4748/? [31:25<00:00,  2.52it/s]
Epoch 0: |          | 4748/? [31:25<00:00,  2.52it/s]
Epoch 0: |          | 4749/? [31:26<00:00,  2.52it/s]
Epoch 0: |          | 4749/? [31:26<00:00,  2.52it/s]
Epoch 0: |          | 4750/? [31:26<00:00,  2.52it/s]
Epoch 0: |          | 4750/? [31:26<00:00,  2.52it/s]
Epoch 0: |          | 4751/? [31:26<00:00,  2.52it/s]
Epoch 0: |          | 4751/? [31:26<00:00,  2.52it/s]
Epoch 0: |          | 4752/? [31:27<00:00,  2.52it/s]
Epoch 0: |          | 4752/? [31:27<00:00,  2.52it/s]
Epoch 0: |          | 4753/? [31:27<00:00,  2.52it/s]
Epoch 0: |          | 4753/? [31:27<00:00,  2.52it/s]
Epoch 0: |          | 4754/? [31:27<00:00,  2.52it/s]
Epoch 0: |          | 4754/? [31:27<00:00,  2.52it/s]
Epoch 0: |          | 4755/? [31:28<00:00,  2.52it/s]
Epoch 0: |          | 4755/? [31:28<00:00,  2.52it/s]
Epoch 0: |          | 4756/? [31:28<00:00,  2.52it/s]
Epoch 0: |          | 4756/? [31:28<00:00,  2.52it/s]
Epoch 0: |          | 4757/? [31:29<00:00,  2.52it/s]
Epoch 0: |          | 4757/? [31:29<00:00,  2.52it/s]
Epoch 0: |          | 4758/? [31:29<00:00,  2.52it/s]
Epoch 0: |          | 4758/? [31:29<00:00,  2.52it/s]
Epoch 0: |          | 4759/? [31:29<00:00,  2.52it/s]
Epoch 0: |          | 4759/? [31:29<00:00,  2.52it/s]
Epoch 0: |          | 4760/? [31:30<00:00,  2.52it/s]
Epoch 0: |          | 4760/? [31:30<00:00,  2.52it/s]
Epoch 0: |          | 4761/? [31:30<00:00,  2.52it/s]
Epoch 0: |          | 4761/? [31:30<00:00,  2.52it/s]
Epoch 0: |          | 4762/? [31:30<00:00,  2.52it/s]
Epoch 0: |          | 4762/? [31:30<00:00,  2.52it/s]
Epoch 0: |          | 4763/? [31:31<00:00,  2.52it/s]
Epoch 0: |          | 4763/? [31:31<00:00,  2.52it/s]
Epoch 0: |          | 4764/? [31:31<00:00,  2.52it/s]
Epoch 0: |          | 4764/? [31:31<00:00,  2.52it/s]
Epoch 0: |          | 4765/? [31:32<00:00,  2.52it/s]
Epoch 0: |          | 4765/? [31:32<00:00,  2.52it/s]
Epoch 0: |          | 4766/? [31:32<00:00,  2.52it/s]
Epoch 0: |          | 4766/? [31:32<00:00,  2.52it/s]
Epoch 0: |          | 4767/? [31:32<00:00,  2.52it/s]
Epoch 0: |          | 4767/? [31:32<00:00,  2.52it/s]
Epoch 0: |          | 4768/? [31:33<00:00,  2.52it/s]
Epoch 0: |          | 4768/? [31:33<00:00,  2.52it/s]
Epoch 0: |          | 4769/? [31:33<00:00,  2.52it/s]
Epoch 0: |          | 4769/? [31:33<00:00,  2.52it/s]
Epoch 0: |          | 4770/? [31:33<00:00,  2.52it/s]
Epoch 0: |          | 4770/? [31:33<00:00,  2.52it/s]
Epoch 0: |          | 4771/? [31:34<00:00,  2.52it/s]
Epoch 0: |          | 4771/? [31:34<00:00,  2.52it/s]
Epoch 0: |          | 4772/? [31:34<00:00,  2.52it/s]
Epoch 0: |          | 4772/? [31:34<00:00,  2.52it/s]
Epoch 0: |          | 4773/? [31:34<00:00,  2.52it/s]
Epoch 0: |          | 4773/? [31:34<00:00,  2.52it/s]
Epoch 0: |          | 4774/? [31:35<00:00,  2.52it/s]
Epoch 0: |          | 4774/? [31:35<00:00,  2.52it/s]
Epoch 0: |          | 4775/? [31:35<00:00,  2.52it/s]
Epoch 0: |          | 4775/? [31:35<00:00,  2.52it/s]
Epoch 0: |          | 4776/? [31:36<00:00,  2.52it/s]
Epoch 0: |          | 4776/? [31:36<00:00,  2.52it/s]
Epoch 0: |          | 4777/? [31:36<00:00,  2.52it/s]
Epoch 0: |          | 4777/? [31:36<00:00,  2.52it/s]
Epoch 0: |          | 4778/? [31:36<00:00,  2.52it/s]
Epoch 0: |          | 4778/? [31:36<00:00,  2.52it/s]
Epoch 0: |          | 4779/? [31:37<00:00,  2.52it/s]
Epoch 0: |          | 4779/? [31:37<00:00,  2.52it/s]
Epoch 0: |          | 4780/? [31:37<00:00,  2.52it/s]
Epoch 0: |          | 4780/? [31:37<00:00,  2.52it/s]
Epoch 0: |          | 4781/? [31:37<00:00,  2.52it/s]
Epoch 0: |          | 4781/? [31:37<00:00,  2.52it/s]
Epoch 0: |          | 4782/? [31:38<00:00,  2.52it/s]
Epoch 0: |          | 4782/? [31:38<00:00,  2.52it/s]
Epoch 0: |          | 4783/? [31:38<00:00,  2.52it/s]
Epoch 0: |          | 4783/? [31:38<00:00,  2.52it/s]
Epoch 0: |          | 4784/? [31:39<00:00,  2.52it/s]
Epoch 0: |          | 4784/? [31:39<00:00,  2.52it/s]
Epoch 0: |          | 4785/? [31:39<00:00,  2.52it/s]
Epoch 0: |          | 4785/? [31:39<00:00,  2.52it/s]
Epoch 0: |          | 4786/? [31:39<00:00,  2.52it/s]
Epoch 0: |          | 4786/? [31:39<00:00,  2.52it/s]
Epoch 0: |          | 4787/? [31:40<00:00,  2.52it/s]
Epoch 0: |          | 4787/? [31:40<00:00,  2.52it/s]
Epoch 0: |          | 4788/? [31:40<00:00,  2.52it/s]
Epoch 0: |          | 4788/? [31:40<00:00,  2.52it/s]
Epoch 0: |          | 4789/? [31:40<00:00,  2.52it/s]
Epoch 0: |          | 4789/? [31:40<00:00,  2.52it/s]
Epoch 0: |          | 4790/? [31:41<00:00,  2.52it/s]
Epoch 0: |          | 4790/? [31:41<00:00,  2.52it/s]
Epoch 0: |          | 4791/? [31:41<00:00,  2.52it/s]
Epoch 0: |          | 4791/? [31:41<00:00,  2.52it/s]
Epoch 0: |          | 4792/? [31:42<00:00,  2.52it/s]
Epoch 0: |          | 4792/? [31:42<00:00,  2.52it/s]
Epoch 0: |          | 4793/? [31:42<00:00,  2.52it/s]
Epoch 0: |          | 4793/? [31:42<00:00,  2.52it/s]
Epoch 0: |          | 4794/? [31:42<00:00,  2.52it/s]
Epoch 0: |          | 4794/? [31:42<00:00,  2.52it/s]
Epoch 0: |          | 4795/? [31:43<00:00,  2.52it/s]
Epoch 0: |          | 4795/? [31:43<00:00,  2.52it/s]
Epoch 0: |          | 4796/? [31:43<00:00,  2.52it/s]
Epoch 0: |          | 4796/? [31:43<00:00,  2.52it/s]
Epoch 0: |          | 4797/? [31:43<00:00,  2.52it/s]
Epoch 0: |          | 4797/? [31:43<00:00,  2.52it/s]
Epoch 0: |          | 4798/? [31:44<00:00,  2.52it/s]
Epoch 0: |          | 4798/? [31:44<00:00,  2.52it/s]
Epoch 0: |          | 4799/? [31:44<00:00,  2.52it/s]
Epoch 0: |          | 4799/? [31:44<00:00,  2.52it/s]
Epoch 0: |          | 4800/? [31:45<00:00,  2.52it/s]
Epoch 0: |          | 4800/? [31:45<00:00,  2.52it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 10.85it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.65it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.58it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.46it/s]

Epoch 0: |          | 4800/? [31:45<00:00,  2.52it/s]
Epoch 0: |          | 4801/? [31:45<00:00,  2.52it/s]
Epoch 0: |          | 4801/? [31:45<00:00,  2.52it/s]
Epoch 0: |          | 4802/? [31:46<00:00,  2.52it/s]
Epoch 0: |          | 4802/? [31:46<00:00,  2.52it/s]
Epoch 0: |          | 4803/? [31:46<00:00,  2.52it/s]
Epoch 0: |          | 4803/? [31:46<00:00,  2.52it/s]
Epoch 0: |          | 4804/? [31:46<00:00,  2.52it/s]
Epoch 0: |          | 4804/? [31:46<00:00,  2.52it/s]
Epoch 0: |          | 4805/? [31:47<00:00,  2.52it/s]
Epoch 0: |          | 4805/? [31:47<00:00,  2.52it/s]
Epoch 0: |          | 4806/? [31:47<00:00,  2.52it/s]
Epoch 0: |          | 4806/? [31:47<00:00,  2.52it/s]
Epoch 0: |          | 4807/? [31:48<00:00,  2.52it/s]
Epoch 0: |          | 4807/? [31:48<00:00,  2.52it/s]
Epoch 0: |          | 4808/? [31:48<00:00,  2.52it/s]
Epoch 0: |          | 4808/? [31:48<00:00,  2.52it/s]
Epoch 0: |          | 4809/? [31:48<00:00,  2.52it/s]
Epoch 0: |          | 4809/? [31:48<00:00,  2.52it/s]
Epoch 0: |          | 4810/? [31:49<00:00,  2.52it/s]
Epoch 0: |          | 4810/? [31:49<00:00,  2.52it/s]
Epoch 0: |          | 4811/? [31:49<00:00,  2.52it/s]
Epoch 0: |          | 4811/? [31:49<00:00,  2.52it/s]
Epoch 0: |          | 4812/? [31:49<00:00,  2.52it/s]
Epoch 0: |          | 4812/? [31:49<00:00,  2.52it/s]
Epoch 0: |          | 4813/? [31:50<00:00,  2.52it/s]
Epoch 0: |          | 4813/? [31:50<00:00,  2.52it/s]
Epoch 0: |          | 4814/? [31:50<00:00,  2.52it/s]
Epoch 0: |          | 4814/? [31:50<00:00,  2.52it/s]
Epoch 0: |          | 4815/? [31:51<00:00,  2.52it/s]
Epoch 0: |          | 4815/? [31:51<00:00,  2.52it/s]
Epoch 0: |          | 4816/? [31:51<00:00,  2.52it/s]
Epoch 0: |          | 4816/? [31:51<00:00,  2.52it/s]
Epoch 0: |          | 4817/? [31:51<00:00,  2.52it/s]
Epoch 0: |          | 4817/? [31:51<00:00,  2.52it/s]
Epoch 0: |          | 4818/? [31:52<00:00,  2.52it/s]
Epoch 0: |          | 4818/? [31:52<00:00,  2.52it/s]
Epoch 0: |          | 4819/? [31:52<00:00,  2.52it/s]
Epoch 0: |          | 4819/? [31:52<00:00,  2.52it/s]
Epoch 0: |          | 4820/? [31:52<00:00,  2.52it/s]
Epoch 0: |          | 4820/? [31:52<00:00,  2.52it/s]
Epoch 0: |          | 4821/? [31:53<00:00,  2.52it/s]
Epoch 0: |          | 4821/? [31:53<00:00,  2.52it/s]
Epoch 0: |          | 4822/? [31:53<00:00,  2.52it/s]
Epoch 0: |          | 4822/? [31:53<00:00,  2.52it/s]
Epoch 0: |          | 4823/? [31:53<00:00,  2.52it/s]
Epoch 0: |          | 4823/? [31:53<00:00,  2.52it/s]
Epoch 0: |          | 4824/? [31:54<00:00,  2.52it/s]
Epoch 0: |          | 4824/? [31:54<00:00,  2.52it/s]
Epoch 0: |          | 4825/? [31:54<00:00,  2.52it/s]
Epoch 0: |          | 4825/? [31:54<00:00,  2.52it/s]
Epoch 0: |          | 4826/? [31:55<00:00,  2.52it/s]
Epoch 0: |          | 4826/? [31:55<00:00,  2.52it/s]
Epoch 0: |          | 4827/? [31:55<00:00,  2.52it/s]
Epoch 0: |          | 4827/? [31:55<00:00,  2.52it/s]
Epoch 0: |          | 4828/? [31:55<00:00,  2.52it/s]
Epoch 0: |          | 4828/? [31:55<00:00,  2.52it/s]
Epoch 0: |          | 4829/? [31:56<00:00,  2.52it/s]
Epoch 0: |          | 4829/? [31:56<00:00,  2.52it/s]
Epoch 0: |          | 4830/? [31:56<00:00,  2.52it/s]
Epoch 0: |          | 4830/? [31:56<00:00,  2.52it/s]
Epoch 0: |          | 4831/? [31:56<00:00,  2.52it/s]
Epoch 0: |          | 4831/? [31:56<00:00,  2.52it/s]
Epoch 0: |          | 4832/? [31:57<00:00,  2.52it/s]
Epoch 0: |          | 4832/? [31:57<00:00,  2.52it/s]
Epoch 0: |          | 4833/? [31:57<00:00,  2.52it/s]
Epoch 0: |          | 4833/? [31:57<00:00,  2.52it/s]
Epoch 0: |          | 4834/? [31:58<00:00,  2.52it/s]
Epoch 0: |          | 4834/? [31:58<00:00,  2.52it/s]
Epoch 0: |          | 4835/? [31:58<00:00,  2.52it/s]
Epoch 0: |          | 4835/? [31:58<00:00,  2.52it/s]
Epoch 0: |          | 4836/? [31:58<00:00,  2.52it/s]
Epoch 0: |          | 4836/? [31:58<00:00,  2.52it/s]
Epoch 0: |          | 4837/? [31:59<00:00,  2.52it/s]
Epoch 0: |          | 4837/? [31:59<00:00,  2.52it/s]
Epoch 0: |          | 4838/? [31:59<00:00,  2.52it/s]
Epoch 0: |          | 4838/? [31:59<00:00,  2.52it/s]
Epoch 0: |          | 4839/? [31:59<00:00,  2.52it/s]
Epoch 0: |          | 4839/? [31:59<00:00,  2.52it/s]
Epoch 0: |          | 4840/? [32:00<00:00,  2.52it/s]
Epoch 0: |          | 4840/? [32:00<00:00,  2.52it/s]
Epoch 0: |          | 4841/? [32:00<00:00,  2.52it/s]
Epoch 0: |          | 4841/? [32:00<00:00,  2.52it/s]
Epoch 0: |          | 4842/? [32:01<00:00,  2.52it/s]
Epoch 0: |          | 4842/? [32:01<00:00,  2.52it/s]
Epoch 0: |          | 4843/? [32:01<00:00,  2.52it/s]
Epoch 0: |          | 4843/? [32:01<00:00,  2.52it/s]
Epoch 0: |          | 4844/? [32:01<00:00,  2.52it/s]
Epoch 0: |          | 4844/? [32:01<00:00,  2.52it/s]
Epoch 0: |          | 4845/? [32:02<00:00,  2.52it/s]
Epoch 0: |          | 4845/? [32:02<00:00,  2.52it/s]
Epoch 0: |          | 4846/? [32:02<00:00,  2.52it/s]
Epoch 0: |          | 4846/? [32:02<00:00,  2.52it/s]
Epoch 0: |          | 4847/? [32:02<00:00,  2.52it/s]
Epoch 0: |          | 4847/? [32:02<00:00,  2.52it/s]
Epoch 0: |          | 4848/? [32:03<00:00,  2.52it/s]
Epoch 0: |          | 4848/? [32:03<00:00,  2.52it/s]
Epoch 0: |          | 4849/? [32:03<00:00,  2.52it/s]
Epoch 0: |          | 4849/? [32:03<00:00,  2.52it/s]
Epoch 0: |          | 4850/? [32:04<00:00,  2.52it/s]
Epoch 0: |          | 4850/? [32:04<00:00,  2.52it/s]
Epoch 0: |          | 4851/? [32:04<00:00,  2.52it/s]
Epoch 0: |          | 4851/? [32:04<00:00,  2.52it/s]
Epoch 0: |          | 4852/? [32:04<00:00,  2.52it/s]
Epoch 0: |          | 4852/? [32:04<00:00,  2.52it/s]
Epoch 0: |          | 4853/? [32:05<00:00,  2.52it/s]
Epoch 0: |          | 4853/? [32:05<00:00,  2.52it/s]
Epoch 0: |          | 4854/? [32:05<00:00,  2.52it/s]
Epoch 0: |          | 4854/? [32:05<00:00,  2.52it/s]
Epoch 0: |          | 4855/? [32:05<00:00,  2.52it/s]
Epoch 0: |          | 4855/? [32:05<00:00,  2.52it/s]
Epoch 0: |          | 4856/? [32:06<00:00,  2.52it/s]
Epoch 0: |          | 4856/? [32:06<00:00,  2.52it/s]
Epoch 0: |          | 4857/? [32:06<00:00,  2.52it/s]
Epoch 0: |          | 4857/? [32:06<00:00,  2.52it/s]
Epoch 0: |          | 4858/? [32:07<00:00,  2.52it/s]
Epoch 0: |          | 4858/? [32:07<00:00,  2.52it/s]
Epoch 0: |          | 4859/? [32:07<00:00,  2.52it/s]
Epoch 0: |          | 4859/? [32:07<00:00,  2.52it/s]
Epoch 0: |          | 4860/? [32:07<00:00,  2.52it/s]
Epoch 0: |          | 4860/? [32:07<00:00,  2.52it/s]
Epoch 0: |          | 4861/? [32:08<00:00,  2.52it/s]
Epoch 0: |          | 4861/? [32:08<00:00,  2.52it/s]
Epoch 0: |          | 4862/? [32:08<00:00,  2.52it/s]
Epoch 0: |          | 4862/? [32:08<00:00,  2.52it/s]
Epoch 0: |          | 4863/? [32:08<00:00,  2.52it/s]
Epoch 0: |          | 4863/? [32:08<00:00,  2.52it/s]
Epoch 0: |          | 4864/? [32:09<00:00,  2.52it/s]
Epoch 0: |          | 4864/? [32:09<00:00,  2.52it/s]
Epoch 0: |          | 4865/? [32:09<00:00,  2.52it/s]
Epoch 0: |          | 4865/? [32:09<00:00,  2.52it/s]
Epoch 0: |          | 4866/? [32:09<00:00,  2.52it/s]
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Epoch 0: |          | 4882/? [32:15<00:00,  2.52it/s]
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Epoch 0: |          | 4899/? [32:22<00:00,  2.52it/s]
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Epoch 0: |          | 4900/? [32:22<00:00,  2.52it/s]
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Epoch 0: |          | 4901/? [32:23<00:00,  2.52it/s]
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Epoch 0: |          | 4902/? [32:23<00:00,  2.52it/s]
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Epoch 0: |          | 4903/? [32:23<00:00,  2.52it/s]
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Epoch 0: |          | 4904/? [32:24<00:00,  2.52it/s]
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Epoch 0: |          | 4906/? [32:24<00:00,  2.52it/s]
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Epoch 0: |          | 4907/? [32:25<00:00,  2.52it/s]
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Epoch 0: |          | 4908/? [32:25<00:00,  2.52it/s]
Epoch 0: |          | 4908/? [32:25<00:00,  2.52it/s]
Epoch 0: |          | 4909/? [32:25<00:00,  2.52it/s]
Epoch 0: |          | 4909/? [32:25<00:00,  2.52it/s]
Epoch 0: |          | 4910/? [32:26<00:00,  2.52it/s]
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Epoch 0: |          | 4911/? [32:26<00:00,  2.52it/s]
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Epoch 0: |          | 4912/? [32:27<00:00,  2.52it/s]
Epoch 0: |          | 4912/? [32:27<00:00,  2.52it/s]
Epoch 0: |          | 4913/? [32:27<00:00,  2.52it/s]
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Epoch 0: |          | 4914/? [32:27<00:00,  2.52it/s]
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Epoch 0: |          | 4915/? [32:28<00:00,  2.52it/s]
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Epoch 0: |          | 4916/? [32:28<00:00,  2.52it/s]
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Epoch 0: |          | 4917/? [32:28<00:00,  2.52it/s]
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Epoch 0: |          | 4918/? [32:29<00:00,  2.52it/s]
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Epoch 0: |          | 4919/? [32:29<00:00,  2.52it/s]
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Epoch 0: |          | 4920/? [32:30<00:00,  2.52it/s]
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Epoch 0: |          | 4921/? [32:30<00:00,  2.52it/s]
Epoch 0: |          | 4921/? [32:30<00:00,  2.52it/s]
Epoch 0: |          | 4922/? [32:30<00:00,  2.52it/s]
Epoch 0: |          | 4922/? [32:30<00:00,  2.52it/s]
Epoch 0: |          | 4923/? [32:31<00:00,  2.52it/s]
Epoch 0: |          | 4923/? [32:31<00:00,  2.52it/s]
Epoch 0: |          | 4924/? [32:31<00:00,  2.52it/s]
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Epoch 0: |          | 4925/? [32:31<00:00,  2.52it/s]
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Epoch 0: |          | 4926/? [32:32<00:00,  2.52it/s]
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Epoch 0: |          | 4927/? [32:32<00:00,  2.52it/s]
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Epoch 0: |          | 4928/? [32:33<00:00,  2.52it/s]
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Epoch 0: |          | 4929/? [32:33<00:00,  2.52it/s]
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Epoch 0: |          | 4930/? [32:33<00:00,  2.52it/s]
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Epoch 0: |          | 4931/? [32:34<00:00,  2.52it/s]
Epoch 0: |          | 4931/? [32:34<00:00,  2.52it/s]
Epoch 0: |          | 4932/? [32:34<00:00,  2.52it/s]
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Epoch 0: |          | 4933/? [32:34<00:00,  2.52it/s]
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Epoch 0: |          | 4934/? [32:35<00:00,  2.52it/s]
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Epoch 0: |          | 4935/? [32:35<00:00,  2.52it/s]
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Epoch 0: |          | 4936/? [32:36<00:00,  2.52it/s]
Epoch 0: |          | 4936/? [32:36<00:00,  2.52it/s]
Epoch 0: |          | 4937/? [32:36<00:00,  2.52it/s]
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Epoch 0: |          | 4938/? [32:36<00:00,  2.52it/s]
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Epoch 0: |          | 4939/? [32:37<00:00,  2.52it/s]
Epoch 0: |          | 4939/? [32:37<00:00,  2.52it/s]
Epoch 0: |          | 4940/? [32:37<00:00,  2.52it/s]
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Epoch 0: |          | 4941/? [32:37<00:00,  2.52it/s]
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Epoch 0: |          | 4942/? [32:38<00:00,  2.52it/s]
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Epoch 0: |          | 4943/? [32:38<00:00,  2.52it/s]
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Epoch 0: |          | 4944/? [32:39<00:00,  2.52it/s]
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Epoch 0: |          | 4945/? [32:39<00:00,  2.52it/s]
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Epoch 0: |          | 4946/? [32:39<00:00,  2.52it/s]
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Epoch 0: |          | 4947/? [32:40<00:00,  2.52it/s]
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Epoch 0: |          | 4948/? [32:40<00:00,  2.52it/s]
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Epoch 0: |          | 4949/? [32:40<00:00,  2.52it/s]
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Epoch 0: |          | 4950/? [32:41<00:00,  2.52it/s]
Epoch 0: |          | 4950/? [32:41<00:00,  2.52it/s]
Epoch 0: |          | 4951/? [32:41<00:00,  2.52it/s]
Epoch 0: |          | 4951/? [32:41<00:00,  2.52it/s]
Epoch 0: |          | 4952/? [32:41<00:00,  2.52it/s]
Epoch 0: |          | 4952/? [32:41<00:00,  2.52it/s]
Epoch 0: |          | 4953/? [32:42<00:00,  2.52it/s]
Epoch 0: |          | 4953/? [32:42<00:00,  2.52it/s]
Epoch 0: |          | 4954/? [32:42<00:00,  2.52it/s]
Epoch 0: |          | 4954/? [32:42<00:00,  2.52it/s]
Epoch 0: |          | 4955/? [32:43<00:00,  2.52it/s]
Epoch 0: |          | 4955/? [32:43<00:00,  2.52it/s]
Epoch 0: |          | 4956/? [32:43<00:00,  2.52it/s]
Epoch 0: |          | 4956/? [32:43<00:00,  2.52it/s]
Epoch 0: |          | 4957/? [32:43<00:00,  2.52it/s]
Epoch 0: |          | 4957/? [32:43<00:00,  2.52it/s]
Epoch 0: |          | 4958/? [32:44<00:00,  2.52it/s]
Epoch 0: |          | 4958/? [32:44<00:00,  2.52it/s]
Epoch 0: |          | 4959/? [32:44<00:00,  2.52it/s]
Epoch 0: |          | 4959/? [32:44<00:00,  2.52it/s]
Epoch 0: |          | 4960/? [32:44<00:00,  2.52it/s]
Epoch 0: |          | 4960/? [32:44<00:00,  2.52it/s]
Epoch 0: |          | 4961/? [32:45<00:00,  2.52it/s]
Epoch 0: |          | 4961/? [32:45<00:00,  2.52it/s]
Epoch 0: |          | 4962/? [32:45<00:00,  2.52it/s]
Epoch 0: |          | 4962/? [32:45<00:00,  2.52it/s]
Epoch 0: |          | 4963/? [32:46<00:00,  2.52it/s]
Epoch 0: |          | 4963/? [32:46<00:00,  2.52it/s]
Epoch 0: |          | 4964/? [32:46<00:00,  2.52it/s]
Epoch 0: |          | 4964/? [32:46<00:00,  2.52it/s]
Epoch 0: |          | 4965/? [32:46<00:00,  2.52it/s]
Epoch 0: |          | 4965/? [32:46<00:00,  2.52it/s]
Epoch 0: |          | 4966/? [32:47<00:00,  2.52it/s]
Epoch 0: |          | 4966/? [32:47<00:00,  2.52it/s]
Epoch 0: |          | 4967/? [32:47<00:00,  2.52it/s]
Epoch 0: |          | 4967/? [32:47<00:00,  2.52it/s]
Epoch 0: |          | 4968/? [32:47<00:00,  2.52it/s]
Epoch 0: |          | 4968/? [32:47<00:00,  2.52it/s]
Epoch 0: |          | 4969/? [32:48<00:00,  2.52it/s]
Epoch 0: |          | 4969/? [32:48<00:00,  2.52it/s]
Epoch 0: |          | 4970/? [32:48<00:00,  2.52it/s]
Epoch 0: |          | 4970/? [32:48<00:00,  2.52it/s]
Epoch 0: |          | 4971/? [32:49<00:00,  2.52it/s]
Epoch 0: |          | 4971/? [32:49<00:00,  2.52it/s]
Epoch 0: |          | 4972/? [32:49<00:00,  2.52it/s]
Epoch 0: |          | 4972/? [32:49<00:00,  2.52it/s]
Epoch 0: |          | 4973/? [32:49<00:00,  2.52it/s]
Epoch 0: |          | 4973/? [32:49<00:00,  2.52it/s]
Epoch 0: |          | 4974/? [32:50<00:00,  2.52it/s]
Epoch 0: |          | 4974/? [32:50<00:00,  2.52it/s]
Epoch 0: |          | 4975/? [32:50<00:00,  2.52it/s]
Epoch 0: |          | 4975/? [32:50<00:00,  2.52it/s]
Epoch 0: |          | 4976/? [32:50<00:00,  2.52it/s]
Epoch 0: |          | 4976/? [32:50<00:00,  2.52it/s]
Epoch 0: |          | 4977/? [32:51<00:00,  2.52it/s]
Epoch 0: |          | 4977/? [32:51<00:00,  2.52it/s]
Epoch 0: |          | 4978/? [32:51<00:00,  2.52it/s]
Epoch 0: |          | 4978/? [32:51<00:00,  2.52it/s]
Epoch 0: |          | 4979/? [32:52<00:00,  2.52it/s]
Epoch 0: |          | 4979/? [32:52<00:00,  2.52it/s]
Epoch 0: |          | 4980/? [32:52<00:00,  2.52it/s]
Epoch 0: |          | 4980/? [32:52<00:00,  2.52it/s]
Epoch 0: |          | 4981/? [32:52<00:00,  2.52it/s]
Epoch 0: |          | 4981/? [32:52<00:00,  2.52it/s]
Epoch 0: |          | 4982/? [32:53<00:00,  2.52it/s]
Epoch 0: |          | 4982/? [32:53<00:00,  2.52it/s]
Epoch 0: |          | 4983/? [32:53<00:00,  2.52it/s]
Epoch 0: |          | 4983/? [32:53<00:00,  2.52it/s]
Epoch 0: |          | 4984/? [32:53<00:00,  2.52it/s]
Epoch 0: |          | 4984/? [32:53<00:00,  2.52it/s]
Epoch 0: |          | 4985/? [32:54<00:00,  2.53it/s]
Epoch 0: |          | 4985/? [32:54<00:00,  2.53it/s]
Epoch 0: |          | 4986/? [32:54<00:00,  2.53it/s]
Epoch 0: |          | 4986/? [32:54<00:00,  2.53it/s]
Epoch 0: |          | 4987/? [32:54<00:00,  2.53it/s]
Epoch 0: |          | 4987/? [32:54<00:00,  2.53it/s]
Epoch 0: |          | 4988/? [32:55<00:00,  2.53it/s]
Epoch 0: |          | 4988/? [32:55<00:00,  2.53it/s]
Epoch 0: |          | 4989/? [32:55<00:00,  2.53it/s]
Epoch 0: |          | 4989/? [32:55<00:00,  2.53it/s]
Epoch 0: |          | 4990/? [32:56<00:00,  2.53it/s]
Epoch 0: |          | 4990/? [32:56<00:00,  2.53it/s]
Epoch 0: |          | 4991/? [32:56<00:00,  2.53it/s]
Epoch 0: |          | 4991/? [32:56<00:00,  2.53it/s]
Epoch 0: |          | 4992/? [32:56<00:00,  2.53it/s]
Epoch 0: |          | 4992/? [32:56<00:00,  2.53it/s]
Epoch 0: |          | 4993/? [32:57<00:00,  2.53it/s]
Epoch 0: |          | 4993/? [32:57<00:00,  2.53it/s]
Epoch 0: |          | 4994/? [32:57<00:00,  2.53it/s]
Epoch 0: |          | 4994/? [32:57<00:00,  2.53it/s]
Epoch 0: |          | 4995/? [32:57<00:00,  2.53it/s]
Epoch 0: |          | 4995/? [32:57<00:00,  2.53it/s]
Epoch 0: |          | 4996/? [32:58<00:00,  2.53it/s]
Epoch 0: |          | 4996/? [32:58<00:00,  2.53it/s]
Epoch 0: |          | 4997/? [32:58<00:00,  2.53it/s]
Epoch 0: |          | 4997/? [32:58<00:00,  2.53it/s]
Epoch 0: |          | 4998/? [32:59<00:00,  2.53it/s]
Epoch 0: |          | 4998/? [32:59<00:00,  2.53it/s]
Epoch 0: |          | 4999/? [32:59<00:00,  2.53it/s]
Epoch 0: |          | 4999/? [32:59<00:00,  2.53it/s]
Epoch 0: |          | 5000/? [32:59<00:00,  2.53it/s]
Epoch 0: |          | 5000/? [32:59<00:00,  2.53it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.16it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 10.68it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 10.61it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.62it/s]

Epoch 0: |          | 5000/? [33:00<00:00,  2.52it/s]
Epoch 0: |          | 5001/? [33:00<00:00,  2.53it/s]
Epoch 0: |          | 5001/? [33:00<00:00,  2.53it/s]
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Epoch 0: |          | 5141/? [33:43<00:00,  2.54it/s]
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Epoch 0: |          | 5169/? [33:52<00:00,  2.54it/s]
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Epoch 0: |          | 5170/? [33:52<00:00,  2.54it/s]
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Epoch 0: |          | 5171/? [33:52<00:00,  2.54it/s]
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Epoch 0: |          | 5172/? [33:53<00:00,  2.54it/s]
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Epoch 0: |          | 5178/? [33:54<00:00,  2.54it/s]
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Epoch 0: |          | 5179/? [33:55<00:00,  2.54it/s]
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Epoch 0: |          | 5180/? [33:55<00:00,  2.54it/s]
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Epoch 0: |          | 5181/? [33:55<00:00,  2.54it/s]
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Epoch 0: |          | 5182/? [33:56<00:00,  2.55it/s]
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Epoch 0: |          | 5183/? [33:56<00:00,  2.55it/s]
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Epoch 0: |          | 5187/? [33:57<00:00,  2.55it/s]
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Epoch 0: |          | 5189/? [33:58<00:00,  2.55it/s]
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Epoch 0: |          | 5190/? [33:58<00:00,  2.55it/s]
Epoch 0: |          | 5190/? [33:58<00:00,  2.55it/s]
Epoch 0: |          | 5191/? [33:58<00:00,  2.55it/s]
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Epoch 0: |          | 5192/? [33:59<00:00,  2.55it/s]
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Epoch 0: |          | 5193/? [33:59<00:00,  2.55it/s]
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Epoch 0: |          | 5199/? [34:01<00:00,  2.55it/s]
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Epoch 0: |          | 5200/? [34:01<00:00,  2.55it/s]
Epoch 0: |          | 5200/? [34:01<00:00,  2.55it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 11.70it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 11.05it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 11.15it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 10.93it/s]

Epoch 0: |          | 5200/? [34:01<00:00,  2.55it/s]
Epoch 0: |          | 5201/? [34:02<00:00,  2.55it/s]
Epoch 0: |          | 5201/? [34:02<00:00,  2.55it/s]
Epoch 0: |          | 5202/? [34:02<00:00,  2.55it/s]
Epoch 0: |          | 5202/? [34:02<00:00,  2.55it/s]
Epoch 0: |          | 5203/? [34:02<00:00,  2.55it/s]
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Epoch 0: |          | 5204/? [34:03<00:00,  2.55it/s]
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Epoch 0: |          | 5205/? [34:03<00:00,  2.55it/s]
Epoch 0: |          | 5205/? [34:03<00:00,  2.55it/s]
Epoch 0: |          | 5206/? [34:03<00:00,  2.55it/s]
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Epoch 0: |          | 5207/? [34:04<00:00,  2.55it/s]
Epoch 0: |          | 5207/? [34:04<00:00,  2.55it/s]
Epoch 0: |          | 5208/? [34:04<00:00,  2.55it/s]
Epoch 0: |          | 5208/? [34:04<00:00,  2.55it/s]
Epoch 0: |          | 5209/? [34:04<00:00,  2.55it/s]
Epoch 0: |          | 5209/? [34:04<00:00,  2.55it/s]
Epoch 0: |          | 5210/? [34:04<00:00,  2.55it/s]
Epoch 0: |          | 5210/? [34:04<00:00,  2.55it/s]
Epoch 0: |          | 5211/? [34:05<00:00,  2.55it/s]
Epoch 0: |          | 5211/? [34:05<00:00,  2.55it/s]
Epoch 0: |          | 5212/? [34:05<00:00,  2.55it/s]
Epoch 0: |          | 5212/? [34:05<00:00,  2.55it/s]
Epoch 0: |          | 5213/? [34:05<00:00,  2.55it/s]
Epoch 0: |          | 5213/? [34:05<00:00,  2.55it/s]
Epoch 0: |          | 5214/? [34:06<00:00,  2.55it/s]
Epoch 0: |          | 5214/? [34:06<00:00,  2.55it/s]
Epoch 0: |          | 5215/? [34:06<00:00,  2.55it/s]
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Epoch 0: |          | 5216/? [34:06<00:00,  2.55it/s]
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Epoch 0: |          | 5217/? [34:07<00:00,  2.55it/s]
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Epoch 0: |          | 5218/? [34:07<00:00,  2.55it/s]
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Epoch 0: |          | 5219/? [34:07<00:00,  2.55it/s]
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Epoch 0: |          | 5220/? [34:08<00:00,  2.55it/s]
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Epoch 0: |          | 5221/? [34:08<00:00,  2.55it/s]
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Epoch 0: |          | 5222/? [34:08<00:00,  2.55it/s]
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Epoch 0: |          | 5223/? [34:08<00:00,  2.55it/s]
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Epoch 0: |          | 5224/? [34:09<00:00,  2.55it/s]
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Epoch 0: |          | 5225/? [34:09<00:00,  2.55it/s]
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Epoch 0: |          | 5226/? [34:09<00:00,  2.55it/s]
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Epoch 0: |          | 5227/? [34:10<00:00,  2.55it/s]
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Epoch 0: |          | 5228/? [34:10<00:00,  2.55it/s]
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Epoch 0: |          | 5229/? [34:10<00:00,  2.55it/s]
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Epoch 0: |          | 5230/? [34:11<00:00,  2.55it/s]
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Epoch 0: |          | 5231/? [34:11<00:00,  2.55it/s]
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Epoch 0: |          | 5232/? [34:11<00:00,  2.55it/s]
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Epoch 0: |          | 5233/? [34:11<00:00,  2.55it/s]
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Epoch 0: |          | 5234/? [34:12<00:00,  2.55it/s]
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Epoch 0: |          | 5235/? [34:12<00:00,  2.55it/s]
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Epoch 0: |          | 5239/? [34:13<00:00,  2.55it/s]
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Epoch 0: |          | 5240/? [34:14<00:00,  2.55it/s]
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Epoch 0: |          | 5241/? [34:14<00:00,  2.55it/s]
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Epoch 0: |          | 5243/? [34:14<00:00,  2.55it/s]
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Epoch 0: |          | 5244/? [34:15<00:00,  2.55it/s]
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Epoch 0: |          | 5247/? [34:16<00:00,  2.55it/s]
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Epoch 0: |          | 5249/? [34:16<00:00,  2.55it/s]
Epoch 0: |          | 5249/? [34:16<00:00,  2.55it/s]
Epoch 0: |          | 5250/? [34:17<00:00,  2.55it/s]
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Epoch 0: |          | 5251/? [34:17<00:00,  2.55it/s]
Epoch 0: |          | 5252/? [34:17<00:00,  2.55it/s]
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Epoch 0: |          | 5253/? [34:17<00:00,  2.55it/s]
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Epoch 0: |          | 5254/? [34:18<00:00,  2.55it/s]
Epoch 0: |          | 5254/? [34:18<00:00,  2.55it/s]
Epoch 0: |          | 5255/? [34:18<00:00,  2.55it/s]
Epoch 0: |          | 5255/? [34:18<00:00,  2.55it/s]
Epoch 0: |          | 5256/? [34:18<00:00,  2.55it/s]
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Epoch 0: |          | 5257/? [34:19<00:00,  2.55it/s]
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Epoch 0: |          | 5258/? [34:19<00:00,  2.55it/s]
Epoch 0: |          | 5258/? [34:19<00:00,  2.55it/s]
Epoch 0: |          | 5259/? [34:19<00:00,  2.55it/s]
Epoch 0: |          | 5259/? [34:19<00:00,  2.55it/s]
Epoch 0: |          | 5260/? [34:20<00:00,  2.55it/s]
Epoch 0: |          | 5260/? [34:20<00:00,  2.55it/s]
Epoch 0: |          | 5261/? [34:20<00:00,  2.55it/s]
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Epoch 0: |          | 5262/? [34:20<00:00,  2.55it/s]
Epoch 0: |          | 5262/? [34:20<00:00,  2.55it/s]
Epoch 0: |          | 5263/? [34:21<00:00,  2.55it/s]
Epoch 0: |          | 5263/? [34:21<00:00,  2.55it/s]
Epoch 0: |          | 5264/? [34:21<00:00,  2.55it/s]
Epoch 0: |          | 5264/? [34:21<00:00,  2.55it/s]
Epoch 0: |          | 5265/? [34:21<00:00,  2.55it/s]
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Epoch 0: |          | 5266/? [34:21<00:00,  2.55it/s]
Epoch 0: |          | 5266/? [34:21<00:00,  2.55it/s]
Epoch 0: |          | 5267/? [34:22<00:00,  2.55it/s]
Epoch 0: |          | 5267/? [34:22<00:00,  2.55it/s]
Epoch 0: |          | 5268/? [34:22<00:00,  2.55it/s]
Epoch 0: |          | 5268/? [34:22<00:00,  2.55it/s]
Epoch 0: |          | 5269/? [34:22<00:00,  2.55it/s]
Epoch 0: |          | 5269/? [34:22<00:00,  2.55it/s]
Epoch 0: |          | 5270/? [34:23<00:00,  2.55it/s]
Epoch 0: |          | 5270/? [34:23<00:00,  2.55it/s]
Epoch 0: |          | 5271/? [34:23<00:00,  2.55it/s]
Epoch 0: |          | 5271/? [34:23<00:00,  2.55it/s]
Epoch 0: |          | 5272/? [34:23<00:00,  2.55it/s]
Epoch 0: |          | 5272/? [34:23<00:00,  2.55it/s]
Epoch 0: |          | 5273/? [34:24<00:00,  2.55it/s]
Epoch 0: |          | 5273/? [34:24<00:00,  2.55it/s]
Epoch 0: |          | 5274/? [34:24<00:00,  2.55it/s]
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Epoch 0: |          | 5275/? [34:24<00:00,  2.55it/s]
Epoch 0: |          | 5275/? [34:24<00:00,  2.55it/s]
Epoch 0: |          | 5276/? [34:25<00:00,  2.55it/s]
Epoch 0: |          | 5276/? [34:25<00:00,  2.55it/s]
Epoch 0: |          | 5277/? [34:25<00:00,  2.56it/s]
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Epoch 0: |          | 5310/? [34:35<00:00,  2.56it/s]
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Epoch 0: |          | 5311/? [34:35<00:00,  2.56it/s]
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Epoch 0: |          | 5313/? [34:36<00:00,  2.56it/s]
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Epoch 0: |          | 5314/? [34:36<00:00,  2.56it/s]
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Epoch 0: |          | 5380/? [34:56<00:00,  2.57it/s]
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Epoch 0: |          | 5381/? [34:56<00:00,  2.57it/s]
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Epoch 0: |          | 5399/? [35:01<00:00,  2.57it/s]
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Epoch 0: |          | 5400/? [35:02<00:00,  2.57it/s]
Epoch 0: |          | 5400/? [35:02<00:00,  2.57it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.21it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 11.59it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 11.40it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 11.21it/s]

Epoch 0: |          | 5400/? [35:02<00:00,  2.57it/s]
Epoch 0: |          | 5401/? [35:02<00:00,  2.57it/s]
Epoch 0: |          | 5401/? [35:02<00:00,  2.57it/s]
Epoch 0: |          | 5402/? [35:03<00:00,  2.57it/s]
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Epoch 0: |          | 5403/? [35:03<00:00,  2.57it/s]
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Epoch 0: |          | 5406/? [35:04<00:00,  2.57it/s]
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Epoch 0: |          | 5409/? [35:05<00:00,  2.57it/s]
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Epoch 0: |          | 5410/? [35:05<00:00,  2.57it/s]
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Epoch 0: |          | 5411/? [35:05<00:00,  2.57it/s]
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Epoch 0: |          | 5412/? [35:06<00:00,  2.57it/s]
Epoch 0: |          | 5412/? [35:06<00:00,  2.57it/s]
Epoch 0: |          | 5413/? [35:06<00:00,  2.57it/s]
Epoch 0: |          | 5413/? [35:06<00:00,  2.57it/s]
Epoch 0: |          | 5414/? [35:06<00:00,  2.57it/s]
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Epoch 0: |          | 5458/? [35:19<00:00,  2.57it/s]
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Epoch 0: |          | 5461/? [35:20<00:00,  2.57it/s]
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Epoch 0: |          | 5462/? [35:21<00:00,  2.58it/s]
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Epoch 0: |          | 5463/? [35:21<00:00,  2.58it/s]
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Epoch 0: |          | 5464/? [35:21<00:00,  2.58it/s]
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Epoch 0: |          | 5465/? [35:21<00:00,  2.58it/s]
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Epoch 0: |          | 5466/? [35:22<00:00,  2.58it/s]
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Epoch 0: |          | 5467/? [35:22<00:00,  2.58it/s]
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Epoch 0: |          | 5468/? [35:22<00:00,  2.58it/s]
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Epoch 0: |          | 5469/? [35:23<00:00,  2.58it/s]
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Epoch 0: |          | 5470/? [35:23<00:00,  2.58it/s]
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Epoch 0: |          | 5471/? [35:23<00:00,  2.58it/s]
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Epoch 0: |          | 5472/? [35:24<00:00,  2.58it/s]
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Epoch 0: |          | 5475/? [35:24<00:00,  2.58it/s]
Epoch 0: |          | 5475/? [35:24<00:00,  2.58it/s]
Epoch 0: |          | 5476/? [35:25<00:00,  2.58it/s]
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Epoch 0: |          | 5477/? [35:25<00:00,  2.58it/s]
Epoch 0: |          | 5477/? [35:25<00:00,  2.58it/s]
Epoch 0: |          | 5478/? [35:25<00:00,  2.58it/s]
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Epoch 0: |          | 5479/? [35:26<00:00,  2.58it/s]
Epoch 0: |          | 5479/? [35:26<00:00,  2.58it/s]
Epoch 0: |          | 5480/? [35:26<00:00,  2.58it/s]
Epoch 0: |          | 5480/? [35:26<00:00,  2.58it/s]
Epoch 0: |          | 5481/? [35:26<00:00,  2.58it/s]
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Epoch 0: |          | 5482/? [35:27<00:00,  2.58it/s]
Epoch 0: |          | 5482/? [35:27<00:00,  2.58it/s]
Epoch 0: |          | 5483/? [35:27<00:00,  2.58it/s]
Epoch 0: |          | 5483/? [35:27<00:00,  2.58it/s]
Epoch 0: |          | 5484/? [35:27<00:00,  2.58it/s]
Epoch 0: |          | 5484/? [35:27<00:00,  2.58it/s]
Epoch 0: |          | 5485/? [35:27<00:00,  2.58it/s]
Epoch 0: |          | 5485/? [35:27<00:00,  2.58it/s]
Epoch 0: |          | 5486/? [35:28<00:00,  2.58it/s]
Epoch 0: |          | 5486/? [35:28<00:00,  2.58it/s]
Epoch 0: |          | 5487/? [35:28<00:00,  2.58it/s]
Epoch 0: |          | 5487/? [35:28<00:00,  2.58it/s]
Epoch 0: |          | 5488/? [35:28<00:00,  2.58it/s]
Epoch 0: |          | 5488/? [35:28<00:00,  2.58it/s]
Epoch 0: |          | 5489/? [35:29<00:00,  2.58it/s]
Epoch 0: |          | 5489/? [35:29<00:00,  2.58it/s]
Epoch 0: |          | 5490/? [35:29<00:00,  2.58it/s]
Epoch 0: |          | 5490/? [35:29<00:00,  2.58it/s]
Epoch 0: |          | 5491/? [35:29<00:00,  2.58it/s]
Epoch 0: |          | 5491/? [35:29<00:00,  2.58it/s]
Epoch 0: |          | 5492/? [35:30<00:00,  2.58it/s]
Epoch 0: |          | 5492/? [35:30<00:00,  2.58it/s]
Epoch 0: |          | 5493/? [35:30<00:00,  2.58it/s]
Epoch 0: |          | 5493/? [35:30<00:00,  2.58it/s]
Epoch 0: |          | 5494/? [35:30<00:00,  2.58it/s]
Epoch 0: |          | 5494/? [35:30<00:00,  2.58it/s]
Epoch 0: |          | 5495/? [35:30<00:00,  2.58it/s]
Epoch 0: |          | 5495/? [35:30<00:00,  2.58it/s]
Epoch 0: |          | 5496/? [35:31<00:00,  2.58it/s]
Epoch 0: |          | 5496/? [35:31<00:00,  2.58it/s]
Epoch 0: |          | 5497/? [35:31<00:00,  2.58it/s]
Epoch 0: |          | 5497/? [35:31<00:00,  2.58it/s]
Epoch 0: |          | 5498/? [35:31<00:00,  2.58it/s]
Epoch 0: |          | 5498/? [35:31<00:00,  2.58it/s]
Epoch 0: |          | 5499/? [35:32<00:00,  2.58it/s]
Epoch 0: |          | 5499/? [35:32<00:00,  2.58it/s]
Epoch 0: |          | 5500/? [35:32<00:00,  2.58it/s]
Epoch 0: |          | 5500/? [35:32<00:00,  2.58it/s]
Epoch 0: |          | 5501/? [35:32<00:00,  2.58it/s]
Epoch 0: |          | 5501/? [35:32<00:00,  2.58it/s]
Epoch 0: |          | 5502/? [35:33<00:00,  2.58it/s]
Epoch 0: |          | 5502/? [35:33<00:00,  2.58it/s]
Epoch 0: |          | 5503/? [35:33<00:00,  2.58it/s]
Epoch 0: |          | 5503/? [35:33<00:00,  2.58it/s]
Epoch 0: |          | 5504/? [35:33<00:00,  2.58it/s]
Epoch 0: |          | 5504/? [35:33<00:00,  2.58it/s]
Epoch 0: |          | 5505/? [35:33<00:00,  2.58it/s]
Epoch 0: |          | 5505/? [35:33<00:00,  2.58it/s]
Epoch 0: |          | 5506/? [35:34<00:00,  2.58it/s]
Epoch 0: |          | 5506/? [35:34<00:00,  2.58it/s]
Epoch 0: |          | 5507/? [35:34<00:00,  2.58it/s]
Epoch 0: |          | 5507/? [35:34<00:00,  2.58it/s]
Epoch 0: |          | 5508/? [35:34<00:00,  2.58it/s]
Epoch 0: |          | 5508/? [35:34<00:00,  2.58it/s]
Epoch 0: |          | 5509/? [35:35<00:00,  2.58it/s]
Epoch 0: |          | 5509/? [35:35<00:00,  2.58it/s]
Epoch 0: |          | 5510/? [35:35<00:00,  2.58it/s]
Epoch 0: |          | 5510/? [35:35<00:00,  2.58it/s]
Epoch 0: |          | 5511/? [35:35<00:00,  2.58it/s]
Epoch 0: |          | 5511/? [35:35<00:00,  2.58it/s]
Epoch 0: |          | 5512/? [35:36<00:00,  2.58it/s]
Epoch 0: |          | 5512/? [35:36<00:00,  2.58it/s]
Epoch 0: |          | 5513/? [35:36<00:00,  2.58it/s]
Epoch 0: |          | 5513/? [35:36<00:00,  2.58it/s]
Epoch 0: |          | 5514/? [35:36<00:00,  2.58it/s]
Epoch 0: |          | 5514/? [35:36<00:00,  2.58it/s]
Epoch 0: |          | 5515/? [35:36<00:00,  2.58it/s]
Epoch 0: |          | 5515/? [35:36<00:00,  2.58it/s]
Epoch 0: |          | 5516/? [35:37<00:00,  2.58it/s]
Epoch 0: |          | 5516/? [35:37<00:00,  2.58it/s]
Epoch 0: |          | 5517/? [35:37<00:00,  2.58it/s]
Epoch 0: |          | 5517/? [35:37<00:00,  2.58it/s]
Epoch 0: |          | 5518/? [35:37<00:00,  2.58it/s]
Epoch 0: |          | 5518/? [35:37<00:00,  2.58it/s]
Epoch 0: |          | 5519/? [35:38<00:00,  2.58it/s]
Epoch 0: |          | 5519/? [35:38<00:00,  2.58it/s]
Epoch 0: |          | 5520/? [35:38<00:00,  2.58it/s]
Epoch 0: |          | 5520/? [35:38<00:00,  2.58it/s]
Epoch 0: |          | 5521/? [35:38<00:00,  2.58it/s]
Epoch 0: |          | 5521/? [35:38<00:00,  2.58it/s]
Epoch 0: |          | 5522/? [35:38<00:00,  2.58it/s]
Epoch 0: |          | 5522/? [35:38<00:00,  2.58it/s]
Epoch 0: |          | 5523/? [35:39<00:00,  2.58it/s]
Epoch 0: |          | 5523/? [35:39<00:00,  2.58it/s]
Epoch 0: |          | 5524/? [35:39<00:00,  2.58it/s]
Epoch 0: |          | 5524/? [35:39<00:00,  2.58it/s]
Epoch 0: |          | 5525/? [35:39<00:00,  2.58it/s]
Epoch 0: |          | 5525/? [35:39<00:00,  2.58it/s]
Epoch 0: |          | 5526/? [35:40<00:00,  2.58it/s]
Epoch 0: |          | 5526/? [35:40<00:00,  2.58it/s]
Epoch 0: |          | 5527/? [35:40<00:00,  2.58it/s]
Epoch 0: |          | 5527/? [35:40<00:00,  2.58it/s]
Epoch 0: |          | 5528/? [35:40<00:00,  2.58it/s]
Epoch 0: |          | 5528/? [35:40<00:00,  2.58it/s]
Epoch 0: |          | 5529/? [35:41<00:00,  2.58it/s]
Epoch 0: |          | 5529/? [35:41<00:00,  2.58it/s]
Epoch 0: |          | 5530/? [35:41<00:00,  2.58it/s]
Epoch 0: |          | 5530/? [35:41<00:00,  2.58it/s]
Epoch 0: |          | 5531/? [35:41<00:00,  2.58it/s]
Epoch 0: |          | 5531/? [35:41<00:00,  2.58it/s]
Epoch 0: |          | 5532/? [35:41<00:00,  2.58it/s]
Epoch 0: |          | 5532/? [35:41<00:00,  2.58it/s]
Epoch 0: |          | 5533/? [35:42<00:00,  2.58it/s]
Epoch 0: |          | 5533/? [35:42<00:00,  2.58it/s]
Epoch 0: |          | 5534/? [35:42<00:00,  2.58it/s]
Epoch 0: |          | 5534/? [35:42<00:00,  2.58it/s]
Epoch 0: |          | 5535/? [35:42<00:00,  2.58it/s]
Epoch 0: |          | 5535/? [35:42<00:00,  2.58it/s]
Epoch 0: |          | 5536/? [35:43<00:00,  2.58it/s]
Epoch 0: |          | 5536/? [35:43<00:00,  2.58it/s]
Epoch 0: |          | 5537/? [35:43<00:00,  2.58it/s]
Epoch 0: |          | 5537/? [35:43<00:00,  2.58it/s]
Epoch 0: |          | 5538/? [35:43<00:00,  2.58it/s]
Epoch 0: |          | 5538/? [35:43<00:00,  2.58it/s]
Epoch 0: |          | 5539/? [35:44<00:00,  2.58it/s]
Epoch 0: |          | 5539/? [35:44<00:00,  2.58it/s]
Epoch 0: |          | 5540/? [35:44<00:00,  2.58it/s]
Epoch 0: |          | 5540/? [35:44<00:00,  2.58it/s]
Epoch 0: |          | 5541/? [35:44<00:00,  2.58it/s]
Epoch 0: |          | 5541/? [35:44<00:00,  2.58it/s]
Epoch 0: |          | 5542/? [35:44<00:00,  2.58it/s]
Epoch 0: |          | 5542/? [35:44<00:00,  2.58it/s]
Epoch 0: |          | 5543/? [35:45<00:00,  2.58it/s]
Epoch 0: |          | 5543/? [35:45<00:00,  2.58it/s]
Epoch 0: |          | 5544/? [35:45<00:00,  2.58it/s]
Epoch 0: |          | 5544/? [35:45<00:00,  2.58it/s]
Epoch 0: |          | 5545/? [35:45<00:00,  2.58it/s]
Epoch 0: |          | 5545/? [35:45<00:00,  2.58it/s]
Epoch 0: |          | 5546/? [35:46<00:00,  2.58it/s]
Epoch 0: |          | 5546/? [35:46<00:00,  2.58it/s]
Epoch 0: |          | 5547/? [35:46<00:00,  2.58it/s]
Epoch 0: |          | 5547/? [35:46<00:00,  2.58it/s]
Epoch 0: |          | 5548/? [35:46<00:00,  2.58it/s]
Epoch 0: |          | 5548/? [35:46<00:00,  2.58it/s]
Epoch 0: |          | 5549/? [35:47<00:00,  2.58it/s]
Epoch 0: |          | 5549/? [35:47<00:00,  2.58it/s]
Epoch 0: |          | 5550/? [35:47<00:00,  2.58it/s]
Epoch 0: |          | 5550/? [35:47<00:00,  2.58it/s]
Epoch 0: |          | 5551/? [35:47<00:00,  2.58it/s]
Epoch 0: |          | 5551/? [35:47<00:00,  2.58it/s]
Epoch 0: |          | 5552/? [35:47<00:00,  2.58it/s]
Epoch 0: |          | 5552/? [35:47<00:00,  2.58it/s]
Epoch 0: |          | 5553/? [35:48<00:00,  2.58it/s]
Epoch 0: |          | 5553/? [35:48<00:00,  2.58it/s]
Epoch 0: |          | 5554/? [35:48<00:00,  2.58it/s]
Epoch 0: |          | 5554/? [35:48<00:00,  2.58it/s]
Epoch 0: |          | 5555/? [35:48<00:00,  2.59it/s]
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Epoch 0: |          | 5556/? [35:49<00:00,  2.59it/s]
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Epoch 0: |          | 5557/? [35:49<00:00,  2.59it/s]
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Epoch 0: |          | 5558/? [35:49<00:00,  2.59it/s]
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Epoch 0: |          | 5559/? [35:50<00:00,  2.59it/s]
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Epoch 0: |          | 5560/? [35:50<00:00,  2.59it/s]
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Epoch 0: |          | 5561/? [35:50<00:00,  2.59it/s]
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Epoch 0: |          | 5562/? [35:50<00:00,  2.59it/s]
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Epoch 0: |          | 5563/? [35:51<00:00,  2.59it/s]
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Epoch 0: |          | 5564/? [35:51<00:00,  2.59it/s]
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Epoch 0: |          | 5565/? [35:51<00:00,  2.59it/s]
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Epoch 0: |          | 5566/? [35:52<00:00,  2.59it/s]
Epoch 0: |          | 5566/? [35:52<00:00,  2.59it/s]
Epoch 0: |          | 5567/? [35:52<00:00,  2.59it/s]
Epoch 0: |          | 5567/? [35:52<00:00,  2.59it/s]
Epoch 0: |          | 5568/? [35:52<00:00,  2.59it/s]
Epoch 0: |          | 5568/? [35:52<00:00,  2.59it/s]
Epoch 0: |          | 5569/? [35:52<00:00,  2.59it/s]
Epoch 0: |          | 5569/? [35:52<00:00,  2.59it/s]
Epoch 0: |          | 5570/? [35:53<00:00,  2.59it/s]
Epoch 0: |          | 5570/? [35:53<00:00,  2.59it/s]
Epoch 0: |          | 5571/? [35:53<00:00,  2.59it/s]
Epoch 0: |          | 5571/? [35:53<00:00,  2.59it/s]
Epoch 0: |          | 5572/? [35:53<00:00,  2.59it/s]
Epoch 0: |          | 5572/? [35:53<00:00,  2.59it/s]
Epoch 0: |          | 5573/? [35:54<00:00,  2.59it/s]
Epoch 0: |          | 5573/? [35:54<00:00,  2.59it/s]
Epoch 0: |          | 5574/? [35:54<00:00,  2.59it/s]
Epoch 0: |          | 5574/? [35:54<00:00,  2.59it/s]
Epoch 0: |          | 5575/? [35:54<00:00,  2.59it/s]
Epoch 0: |          | 5575/? [35:54<00:00,  2.59it/s]
Epoch 0: |          | 5576/? [35:55<00:00,  2.59it/s]
Epoch 0: |          | 5576/? [35:55<00:00,  2.59it/s]
Epoch 0: |          | 5577/? [35:55<00:00,  2.59it/s]
Epoch 0: |          | 5577/? [35:55<00:00,  2.59it/s]
Epoch 0: |          | 5578/? [35:55<00:00,  2.59it/s]
Epoch 0: |          | 5578/? [35:55<00:00,  2.59it/s]
Epoch 0: |          | 5579/? [35:55<00:00,  2.59it/s]
Epoch 0: |          | 5579/? [35:55<00:00,  2.59it/s]
Epoch 0: |          | 5580/? [35:56<00:00,  2.59it/s]
Epoch 0: |          | 5580/? [35:56<00:00,  2.59it/s]
Epoch 0: |          | 5581/? [35:56<00:00,  2.59it/s]
Epoch 0: |          | 5581/? [35:56<00:00,  2.59it/s]
Epoch 0: |          | 5582/? [35:56<00:00,  2.59it/s]
Epoch 0: |          | 5582/? [35:56<00:00,  2.59it/s]
Epoch 0: |          | 5583/? [35:57<00:00,  2.59it/s]
Epoch 0: |          | 5583/? [35:57<00:00,  2.59it/s]
Epoch 0: |          | 5584/? [35:57<00:00,  2.59it/s]
Epoch 0: |          | 5584/? [35:57<00:00,  2.59it/s]
Epoch 0: |          | 5585/? [35:57<00:00,  2.59it/s]
Epoch 0: |          | 5585/? [35:57<00:00,  2.59it/s]
Epoch 0: |          | 5586/? [35:57<00:00,  2.59it/s]
Epoch 0: |          | 5586/? [35:57<00:00,  2.59it/s]
Epoch 0: |          | 5587/? [35:58<00:00,  2.59it/s]
Epoch 0: |          | 5587/? [35:58<00:00,  2.59it/s]
Epoch 0: |          | 5588/? [35:58<00:00,  2.59it/s]
Epoch 0: |          | 5588/? [35:58<00:00,  2.59it/s]
Epoch 0: |          | 5589/? [35:58<00:00,  2.59it/s]
Epoch 0: |          | 5589/? [35:58<00:00,  2.59it/s]
Epoch 0: |          | 5590/? [35:59<00:00,  2.59it/s]
Epoch 0: |          | 5590/? [35:59<00:00,  2.59it/s]
Epoch 0: |          | 5591/? [35:59<00:00,  2.59it/s]
Epoch 0: |          | 5591/? [35:59<00:00,  2.59it/s]
Epoch 0: |          | 5592/? [35:59<00:00,  2.59it/s]
Epoch 0: |          | 5592/? [35:59<00:00,  2.59it/s]
Epoch 0: |          | 5593/? [36:00<00:00,  2.59it/s]
Epoch 0: |          | 5593/? [36:00<00:00,  2.59it/s]
Epoch 0: |          | 5594/? [36:00<00:00,  2.59it/s]
Epoch 0: |          | 5594/? [36:00<00:00,  2.59it/s]
Epoch 0: |          | 5595/? [36:00<00:00,  2.59it/s]
Epoch 0: |          | 5595/? [36:00<00:00,  2.59it/s]
Epoch 0: |          | 5596/? [36:00<00:00,  2.59it/s]
Epoch 0: |          | 5596/? [36:00<00:00,  2.59it/s]
Epoch 0: |          | 5597/? [36:01<00:00,  2.59it/s]
Epoch 0: |          | 5597/? [36:01<00:00,  2.59it/s]
Epoch 0: |          | 5598/? [36:01<00:00,  2.59it/s]
Epoch 0: |          | 5598/? [36:01<00:00,  2.59it/s]
Epoch 0: |          | 5599/? [36:01<00:00,  2.59it/s]
Epoch 0: |          | 5599/? [36:01<00:00,  2.59it/s]
Epoch 0: |          | 5600/? [36:02<00:00,  2.59it/s]
Epoch 0: |          | 5600/? [36:02<00:00,  2.59it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.46it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.04it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 11.88it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 11.50it/s]

Epoch 0: |          | 5600/? [36:02<00:00,  2.59it/s]
Epoch 0: |          | 5601/? [36:02<00:00,  2.59it/s]
Epoch 0: |          | 5601/? [36:02<00:00,  2.59it/s]
Epoch 0: |          | 5602/? [36:03<00:00,  2.59it/s]
Epoch 0: |          | 5602/? [36:03<00:00,  2.59it/s]
Epoch 0: |          | 5603/? [36:03<00:00,  2.59it/s]
Epoch 0: |          | 5603/? [36:03<00:00,  2.59it/s]
Epoch 0: |          | 5604/? [36:03<00:00,  2.59it/s]
Epoch 0: |          | 5604/? [36:03<00:00,  2.59it/s]
Epoch 0: |          | 5605/? [36:03<00:00,  2.59it/s]
Epoch 0: |          | 5605/? [36:03<00:00,  2.59it/s]
Epoch 0: |          | 5606/? [36:04<00:00,  2.59it/s]
Epoch 0: |          | 5606/? [36:04<00:00,  2.59it/s]
Epoch 0: |          | 5607/? [36:04<00:00,  2.59it/s]
Epoch 0: |          | 5607/? [36:04<00:00,  2.59it/s]
Epoch 0: |          | 5608/? [36:04<00:00,  2.59it/s]
Epoch 0: |          | 5608/? [36:04<00:00,  2.59it/s]
Epoch 0: |          | 5609/? [36:05<00:00,  2.59it/s]
Epoch 0: |          | 5609/? [36:05<00:00,  2.59it/s]
Epoch 0: |          | 5610/? [36:05<00:00,  2.59it/s]
Epoch 0: |          | 5610/? [36:05<00:00,  2.59it/s]
Epoch 0: |          | 5611/? [36:05<00:00,  2.59it/s]
Epoch 0: |          | 5611/? [36:05<00:00,  2.59it/s]
Epoch 0: |          | 5612/? [36:06<00:00,  2.59it/s]
Epoch 0: |          | 5612/? [36:06<00:00,  2.59it/s]
Epoch 0: |          | 5613/? [36:06<00:00,  2.59it/s]
Epoch 0: |          | 5613/? [36:06<00:00,  2.59it/s]
Epoch 0: |          | 5614/? [36:06<00:00,  2.59it/s]
Epoch 0: |          | 5614/? [36:06<00:00,  2.59it/s]
Epoch 0: |          | 5615/? [36:06<00:00,  2.59it/s]
Epoch 0: |          | 5615/? [36:06<00:00,  2.59it/s]
Epoch 0: |          | 5616/? [36:07<00:00,  2.59it/s]
Epoch 0: |          | 5616/? [36:07<00:00,  2.59it/s]
Epoch 0: |          | 5617/? [36:07<00:00,  2.59it/s]
Epoch 0: |          | 5617/? [36:07<00:00,  2.59it/s]
Epoch 0: |          | 5618/? [36:07<00:00,  2.59it/s]
Epoch 0: |          | 5618/? [36:07<00:00,  2.59it/s]
Epoch 0: |          | 5619/? [36:08<00:00,  2.59it/s]
Epoch 0: |          | 5619/? [36:08<00:00,  2.59it/s]
Epoch 0: |          | 5620/? [36:08<00:00,  2.59it/s]
Epoch 0: |          | 5620/? [36:08<00:00,  2.59it/s]
Epoch 0: |          | 5621/? [36:08<00:00,  2.59it/s]
Epoch 0: |          | 5621/? [36:08<00:00,  2.59it/s]
Epoch 0: |          | 5622/? [36:08<00:00,  2.59it/s]
Epoch 0: |          | 5622/? [36:08<00:00,  2.59it/s]
Epoch 0: |          | 5623/? [36:09<00:00,  2.59it/s]
Epoch 0: |          | 5623/? [36:09<00:00,  2.59it/s]
Epoch 0: |          | 5624/? [36:09<00:00,  2.59it/s]
Epoch 0: |          | 5624/? [36:09<00:00,  2.59it/s]
Epoch 0: |          | 5625/? [36:09<00:00,  2.59it/s]
Epoch 0: |          | 5625/? [36:09<00:00,  2.59it/s]
Epoch 0: |          | 5626/? [36:10<00:00,  2.59it/s]
Epoch 0: |          | 5626/? [36:10<00:00,  2.59it/s]
Epoch 0: |          | 5627/? [36:10<00:00,  2.59it/s]
Epoch 0: |          | 5627/? [36:10<00:00,  2.59it/s]
Epoch 0: |          | 5628/? [36:10<00:00,  2.59it/s]
Epoch 0: |          | 5628/? [36:10<00:00,  2.59it/s]
Epoch 0: |          | 5629/? [36:11<00:00,  2.59it/s]
Epoch 0: |          | 5629/? [36:11<00:00,  2.59it/s]
Epoch 0: |          | 5630/? [36:11<00:00,  2.59it/s]
Epoch 0: |          | 5630/? [36:11<00:00,  2.59it/s]
Epoch 0: |          | 5631/? [36:11<00:00,  2.59it/s]
Epoch 0: |          | 5631/? [36:11<00:00,  2.59it/s]
Epoch 0: |          | 5632/? [36:11<00:00,  2.59it/s]
Epoch 0: |          | 5632/? [36:11<00:00,  2.59it/s]
Epoch 0: |          | 5633/? [36:12<00:00,  2.59it/s]
Epoch 0: |          | 5633/? [36:12<00:00,  2.59it/s]
Epoch 0: |          | 5634/? [36:12<00:00,  2.59it/s]
Epoch 0: |          | 5634/? [36:12<00:00,  2.59it/s]
Epoch 0: |          | 5635/? [36:12<00:00,  2.59it/s]
Epoch 0: |          | 5635/? [36:12<00:00,  2.59it/s]
Epoch 0: |          | 5636/? [36:13<00:00,  2.59it/s]
Epoch 0: |          | 5636/? [36:13<00:00,  2.59it/s]
Epoch 0: |          | 5637/? [36:13<00:00,  2.59it/s]
Epoch 0: |          | 5637/? [36:13<00:00,  2.59it/s]
Epoch 0: |          | 5638/? [36:13<00:00,  2.59it/s]
Epoch 0: |          | 5638/? [36:13<00:00,  2.59it/s]
Epoch 0: |          | 5639/? [36:13<00:00,  2.59it/s]
Epoch 0: |          | 5639/? [36:13<00:00,  2.59it/s]
Epoch 0: |          | 5640/? [36:14<00:00,  2.59it/s]
Epoch 0: |          | 5640/? [36:14<00:00,  2.59it/s]
Epoch 0: |          | 5641/? [36:14<00:00,  2.59it/s]
Epoch 0: |          | 5641/? [36:14<00:00,  2.59it/s]
Epoch 0: |          | 5642/? [36:14<00:00,  2.59it/s]
Epoch 0: |          | 5642/? [36:14<00:00,  2.59it/s]
Epoch 0: |          | 5643/? [36:15<00:00,  2.59it/s]
Epoch 0: |          | 5643/? [36:15<00:00,  2.59it/s]
Epoch 0: |          | 5644/? [36:15<00:00,  2.59it/s]
Epoch 0: |          | 5644/? [36:15<00:00,  2.59it/s]
Epoch 0: |          | 5645/? [36:15<00:00,  2.59it/s]
Epoch 0: |          | 5645/? [36:15<00:00,  2.59it/s]
Epoch 0: |          | 5646/? [36:16<00:00,  2.59it/s]
Epoch 0: |          | 5646/? [36:16<00:00,  2.59it/s]
Epoch 0: |          | 5647/? [36:16<00:00,  2.59it/s]
Epoch 0: |          | 5647/? [36:16<00:00,  2.59it/s]
Epoch 0: |          | 5648/? [36:16<00:00,  2.59it/s]
Epoch 0: |          | 5648/? [36:16<00:00,  2.59it/s]
Epoch 0: |          | 5649/? [36:17<00:00,  2.59it/s]
Epoch 0: |          | 5649/? [36:17<00:00,  2.59it/s]
Epoch 0: |          | 5650/? [36:17<00:00,  2.59it/s]
Epoch 0: |          | 5650/? [36:17<00:00,  2.59it/s]
Epoch 0: |          | 5651/? [36:17<00:00,  2.60it/s]
Epoch 0: |          | 5651/? [36:17<00:00,  2.60it/s]
Epoch 0: |          | 5652/? [36:17<00:00,  2.60it/s]
Epoch 0: |          | 5652/? [36:17<00:00,  2.60it/s]
Epoch 0: |          | 5653/? [36:18<00:00,  2.60it/s]
Epoch 0: |          | 5653/? [36:18<00:00,  2.60it/s]
Epoch 0: |          | 5654/? [36:18<00:00,  2.60it/s]
Epoch 0: |          | 5654/? [36:18<00:00,  2.60it/s]
Epoch 0: |          | 5655/? [36:18<00:00,  2.60it/s]
Epoch 0: |          | 5655/? [36:18<00:00,  2.60it/s]
Epoch 0: |          | 5656/? [36:19<00:00,  2.60it/s]
Epoch 0: |          | 5656/? [36:19<00:00,  2.60it/s]
Epoch 0: |          | 5657/? [36:19<00:00,  2.60it/s]
Epoch 0: |          | 5657/? [36:19<00:00,  2.60it/s]
Epoch 0: |          | 5658/? [36:19<00:00,  2.60it/s]
Epoch 0: |          | 5658/? [36:19<00:00,  2.60it/s]
Epoch 0: |          | 5659/? [36:19<00:00,  2.60it/s]
Epoch 0: |          | 5659/? [36:19<00:00,  2.60it/s]
Epoch 0: |          | 5660/? [36:20<00:00,  2.60it/s]
Epoch 0: |          | 5660/? [36:20<00:00,  2.60it/s]
Epoch 0: |          | 5661/? [36:20<00:00,  2.60it/s]
Epoch 0: |          | 5661/? [36:20<00:00,  2.60it/s]
Epoch 0: |          | 5662/? [36:20<00:00,  2.60it/s]
Epoch 0: |          | 5662/? [36:20<00:00,  2.60it/s]
Epoch 0: |          | 5663/? [36:21<00:00,  2.60it/s]
Epoch 0: |          | 5663/? [36:21<00:00,  2.60it/s]
Epoch 0: |          | 5664/? [36:21<00:00,  2.60it/s]
Epoch 0: |          | 5664/? [36:21<00:00,  2.60it/s]
Epoch 0: |          | 5665/? [36:21<00:00,  2.60it/s]
Epoch 0: |          | 5665/? [36:21<00:00,  2.60it/s]
Epoch 0: |          | 5666/? [36:22<00:00,  2.60it/s]
Epoch 0: |          | 5666/? [36:22<00:00,  2.60it/s]
Epoch 0: |          | 5667/? [36:22<00:00,  2.60it/s]
Epoch 0: |          | 5667/? [36:22<00:00,  2.60it/s]
Epoch 0: |          | 5668/? [36:22<00:00,  2.60it/s]
Epoch 0: |          | 5668/? [36:22<00:00,  2.60it/s]
Epoch 0: |          | 5669/? [36:22<00:00,  2.60it/s]
Epoch 0: |          | 5669/? [36:22<00:00,  2.60it/s]
Epoch 0: |          | 5670/? [36:23<00:00,  2.60it/s]
Epoch 0: |          | 5670/? [36:23<00:00,  2.60it/s]
Epoch 0: |          | 5671/? [36:23<00:00,  2.60it/s]
Epoch 0: |          | 5671/? [36:23<00:00,  2.60it/s]
Epoch 0: |          | 5672/? [36:23<00:00,  2.60it/s]
Epoch 0: |          | 5672/? [36:23<00:00,  2.60it/s]
Epoch 0: |          | 5673/? [36:24<00:00,  2.60it/s]
Epoch 0: |          | 5673/? [36:24<00:00,  2.60it/s]
Epoch 0: |          | 5674/? [36:24<00:00,  2.60it/s]
Epoch 0: |          | 5674/? [36:24<00:00,  2.60it/s]
Epoch 0: |          | 5675/? [36:24<00:00,  2.60it/s]
Epoch 0: |          | 5675/? [36:24<00:00,  2.60it/s]
Epoch 0: |          | 5676/? [36:25<00:00,  2.60it/s]
Epoch 0: |          | 5676/? [36:25<00:00,  2.60it/s]
Epoch 0: |          | 5677/? [36:25<00:00,  2.60it/s]
Epoch 0: |          | 5677/? [36:25<00:00,  2.60it/s]
Epoch 0: |          | 5678/? [36:25<00:00,  2.60it/s]
Epoch 0: |          | 5678/? [36:25<00:00,  2.60it/s]
Epoch 0: |          | 5679/? [36:25<00:00,  2.60it/s]
Epoch 0: |          | 5679/? [36:25<00:00,  2.60it/s]
Epoch 0: |          | 5680/? [36:26<00:00,  2.60it/s]
Epoch 0: |          | 5680/? [36:26<00:00,  2.60it/s]
Epoch 0: |          | 5681/? [36:26<00:00,  2.60it/s]
Epoch 0: |          | 5681/? [36:26<00:00,  2.60it/s]
Epoch 0: |          | 5682/? [36:26<00:00,  2.60it/s]
Epoch 0: |          | 5682/? [36:26<00:00,  2.60it/s]
Epoch 0: |          | 5683/? [36:27<00:00,  2.60it/s]
Epoch 0: |          | 5683/? [36:27<00:00,  2.60it/s]
Epoch 0: |          | 5684/? [36:27<00:00,  2.60it/s]
Epoch 0: |          | 5684/? [36:27<00:00,  2.60it/s]
Epoch 0: |          | 5685/? [36:27<00:00,  2.60it/s]
Epoch 0: |          | 5685/? [36:27<00:00,  2.60it/s]
Epoch 0: |          | 5686/? [36:27<00:00,  2.60it/s]
Epoch 0: |          | 5686/? [36:27<00:00,  2.60it/s]
Epoch 0: |          | 5687/? [36:28<00:00,  2.60it/s]
Epoch 0: |          | 5687/? [36:28<00:00,  2.60it/s]
Epoch 0: |          | 5688/? [36:28<00:00,  2.60it/s]
Epoch 0: |          | 5688/? [36:28<00:00,  2.60it/s]
Epoch 0: |          | 5689/? [36:28<00:00,  2.60it/s]
Epoch 0: |          | 5689/? [36:28<00:00,  2.60it/s]
Epoch 0: |          | 5690/? [36:29<00:00,  2.60it/s]
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Epoch 0: |          | 5700/? [36:32<00:00,  2.60it/s]
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Epoch 0: |          | 5701/? [36:32<00:00,  2.60it/s]
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Epoch 0: |          | 5704/? [36:33<00:00,  2.60it/s]
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Epoch 0: |          | 5706/? [36:33<00:00,  2.60it/s]
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Epoch 0: |          | 5707/? [36:34<00:00,  2.60it/s]
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Epoch 0: |          | 5709/? [36:34<00:00,  2.60it/s]
Epoch 0: |          | 5709/? [36:34<00:00,  2.60it/s]
Epoch 0: |          | 5710/? [36:35<00:00,  2.60it/s]
Epoch 0: |          | 5710/? [36:35<00:00,  2.60it/s]
Epoch 0: |          | 5711/? [36:35<00:00,  2.60it/s]
Epoch 0: |          | 5711/? [36:35<00:00,  2.60it/s]
Epoch 0: |          | 5712/? [36:35<00:00,  2.60it/s]
Epoch 0: |          | 5712/? [36:35<00:00,  2.60it/s]
Epoch 0: |          | 5713/? [36:35<00:00,  2.60it/s]
Epoch 0: |          | 5713/? [36:35<00:00,  2.60it/s]
Epoch 0: |          | 5714/? [36:36<00:00,  2.60it/s]
Epoch 0: |          | 5714/? [36:36<00:00,  2.60it/s]
Epoch 0: |          | 5715/? [36:36<00:00,  2.60it/s]
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Epoch 0: |          | 5716/? [36:36<00:00,  2.60it/s]
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Epoch 0: |          | 5717/? [36:37<00:00,  2.60it/s]
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Epoch 0: |          | 5718/? [36:37<00:00,  2.60it/s]
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Epoch 0: |          | 5719/? [36:37<00:00,  2.60it/s]
Epoch 0: |          | 5719/? [36:37<00:00,  2.60it/s]
Epoch 0: |          | 5720/? [36:37<00:00,  2.60it/s]
Epoch 0: |          | 5720/? [36:37<00:00,  2.60it/s]
Epoch 0: |          | 5721/? [36:38<00:00,  2.60it/s]
Epoch 0: |          | 5721/? [36:38<00:00,  2.60it/s]
Epoch 0: |          | 5722/? [36:38<00:00,  2.60it/s]
Epoch 0: |          | 5722/? [36:38<00:00,  2.60it/s]
Epoch 0: |          | 5723/? [36:39<00:00,  2.60it/s]
Epoch 0: |          | 5723/? [36:39<00:00,  2.60it/s]
Epoch 0: |          | 5724/? [36:39<00:00,  2.60it/s]
Epoch 0: |          | 5724/? [36:39<00:00,  2.60it/s]
Epoch 0: |          | 5725/? [36:39<00:00,  2.60it/s]
Epoch 0: |          | 5725/? [36:39<00:00,  2.60it/s]
Epoch 0: |          | 5726/? [36:39<00:00,  2.60it/s]
Epoch 0: |          | 5726/? [36:39<00:00,  2.60it/s]
Epoch 0: |          | 5727/? [36:40<00:00,  2.60it/s]
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Epoch 0: |          | 5728/? [36:40<00:00,  2.60it/s]
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Epoch 0: |          | 5729/? [36:40<00:00,  2.60it/s]
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Epoch 0: |          | 5730/? [36:41<00:00,  2.60it/s]
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Epoch 0: |          | 5731/? [36:41<00:00,  2.60it/s]
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Epoch 0: |          | 5732/? [36:41<00:00,  2.60it/s]
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Epoch 0: |          | 5733/? [36:41<00:00,  2.60it/s]
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Epoch 0: |          | 5734/? [36:42<00:00,  2.60it/s]
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Epoch 0: |          | 5735/? [36:42<00:00,  2.60it/s]
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Epoch 0: |          | 5736/? [36:42<00:00,  2.60it/s]
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Epoch 0: |          | 5737/? [36:43<00:00,  2.60it/s]
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Epoch 0: |          | 5738/? [36:43<00:00,  2.60it/s]
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Epoch 0: |          | 5739/? [36:43<00:00,  2.60it/s]
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Epoch 0: |          | 5740/? [36:44<00:00,  2.60it/s]
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Epoch 0: |          | 5741/? [36:44<00:00,  2.60it/s]
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Epoch 0: |          | 5742/? [36:44<00:00,  2.60it/s]
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Epoch 0: |          | 5750/? [36:47<00:00,  2.61it/s]
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Epoch 0: |          | 5751/? [36:47<00:00,  2.61it/s]
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Epoch 0: |          | 5752/? [36:47<00:00,  2.61it/s]
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Epoch 0: |          | 5756/? [36:48<00:00,  2.61it/s]
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Epoch 0: |          | 5757/? [36:49<00:00,  2.61it/s]
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Epoch 0: |          | 5759/? [36:49<00:00,  2.61it/s]
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Epoch 0: |          | 5760/? [36:49<00:00,  2.61it/s]
Epoch 0: |          | 5760/? [36:49<00:00,  2.61it/s]
Epoch 0: |          | 5761/? [36:50<00:00,  2.61it/s]
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Epoch 0: |          | 5762/? [36:50<00:00,  2.61it/s]
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Epoch 0: |          | 5763/? [36:50<00:00,  2.61it/s]
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Epoch 0: |          | 5764/? [36:51<00:00,  2.61it/s]
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Epoch 0: |          | 5765/? [36:51<00:00,  2.61it/s]
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Epoch 0: |          | 5766/? [36:51<00:00,  2.61it/s]
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Epoch 0: |          | 5767/? [36:52<00:00,  2.61it/s]
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Epoch 0: |          | 5768/? [36:52<00:00,  2.61it/s]
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Epoch 0: |          | 5769/? [36:52<00:00,  2.61it/s]
Epoch 0: |          | 5769/? [36:52<00:00,  2.61it/s]
Epoch 0: |          | 5770/? [36:52<00:00,  2.61it/s]
Epoch 0: |          | 5770/? [36:52<00:00,  2.61it/s]
Epoch 0: |          | 5771/? [36:53<00:00,  2.61it/s]
Epoch 0: |          | 5771/? [36:53<00:00,  2.61it/s]
Epoch 0: |          | 5772/? [36:53<00:00,  2.61it/s]
Epoch 0: |          | 5772/? [36:53<00:00,  2.61it/s]
Epoch 0: |          | 5773/? [36:53<00:00,  2.61it/s]
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Epoch 0: |          | 5774/? [36:54<00:00,  2.61it/s]
Epoch 0: |          | 5774/? [36:54<00:00,  2.61it/s]
Epoch 0: |          | 5775/? [36:54<00:00,  2.61it/s]
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Epoch 0: |          | 5776/? [36:54<00:00,  2.61it/s]
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Epoch 0: |          | 5777/? [36:54<00:00,  2.61it/s]
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Epoch 0: |          | 5778/? [36:55<00:00,  2.61it/s]
Epoch 0: |          | 5778/? [36:55<00:00,  2.61it/s]
Epoch 0: |          | 5779/? [36:55<00:00,  2.61it/s]
Epoch 0: |          | 5779/? [36:55<00:00,  2.61it/s]
Epoch 0: |          | 5780/? [36:55<00:00,  2.61it/s]
Epoch 0: |          | 5780/? [36:55<00:00,  2.61it/s]
Epoch 0: |          | 5781/? [36:56<00:00,  2.61it/s]
Epoch 0: |          | 5781/? [36:56<00:00,  2.61it/s]
Epoch 0: |          | 5782/? [36:56<00:00,  2.61it/s]
Epoch 0: |          | 5782/? [36:56<00:00,  2.61it/s]
Epoch 0: |          | 5783/? [36:56<00:00,  2.61it/s]
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Epoch 0: |          | 5784/? [36:57<00:00,  2.61it/s]
Epoch 0: |          | 5784/? [36:57<00:00,  2.61it/s]
Epoch 0: |          | 5785/? [36:57<00:00,  2.61it/s]
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Epoch 0: |          | 5786/? [36:57<00:00,  2.61it/s]
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Epoch 0: |          | 5787/? [36:57<00:00,  2.61it/s]
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Epoch 0: |          | 5788/? [36:58<00:00,  2.61it/s]
Epoch 0: |          | 5788/? [36:58<00:00,  2.61it/s]
Epoch 0: |          | 5789/? [36:58<00:00,  2.61it/s]
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Epoch 0: |          | 5790/? [36:58<00:00,  2.61it/s]
Epoch 0: |          | 5790/? [36:58<00:00,  2.61it/s]
Epoch 0: |          | 5791/? [36:59<00:00,  2.61it/s]
Epoch 0: |          | 5791/? [36:59<00:00,  2.61it/s]
Epoch 0: |          | 5792/? [36:59<00:00,  2.61it/s]
Epoch 0: |          | 5792/? [36:59<00:00,  2.61it/s]
Epoch 0: |          | 5793/? [36:59<00:00,  2.61it/s]
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Epoch 0: |          | 5794/? [36:59<00:00,  2.61it/s]
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Epoch 0: |          | 5795/? [37:00<00:00,  2.61it/s]
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Epoch 0: |          | 5796/? [37:00<00:00,  2.61it/s]
Epoch 0: |          | 5796/? [37:00<00:00,  2.61it/s]
Epoch 0: |          | 5797/? [37:00<00:00,  2.61it/s]
Epoch 0: |          | 5797/? [37:00<00:00,  2.61it/s]
Epoch 0: |          | 5798/? [37:01<00:00,  2.61it/s]
Epoch 0: |          | 5798/? [37:01<00:00,  2.61it/s]
Epoch 0: |          | 5799/? [37:01<00:00,  2.61it/s]
Epoch 0: |          | 5799/? [37:01<00:00,  2.61it/s]
Epoch 0: |          | 5800/? [37:01<00:00,  2.61it/s]
Epoch 0: |          | 5800/? [37:01<00:00,  2.61it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.72it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.30it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.00it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 11.98it/s]

Epoch 0: |          | 5800/? [37:02<00:00,  2.61it/s]
Epoch 0: |          | 5801/? [37:02<00:00,  2.61it/s]
Epoch 0: |          | 5801/? [37:02<00:00,  2.61it/s]
Epoch 0: |          | 5802/? [37:02<00:00,  2.61it/s]
Epoch 0: |          | 5802/? [37:02<00:00,  2.61it/s]
Epoch 0: |          | 5803/? [37:02<00:00,  2.61it/s]
Epoch 0: |          | 5803/? [37:02<00:00,  2.61it/s]
Epoch 0: |          | 5804/? [37:03<00:00,  2.61it/s]
Epoch 0: |          | 5804/? [37:03<00:00,  2.61it/s]
Epoch 0: |          | 5805/? [37:03<00:00,  2.61it/s]
Epoch 0: |          | 5805/? [37:03<00:00,  2.61it/s]
Epoch 0: |          | 5806/? [37:03<00:00,  2.61it/s]
Epoch 0: |          | 5806/? [37:03<00:00,  2.61it/s]
Epoch 0: |          | 5807/? [37:04<00:00,  2.61it/s]
Epoch 0: |          | 5807/? [37:04<00:00,  2.61it/s]
Epoch 0: |          | 5808/? [37:04<00:00,  2.61it/s]
Epoch 0: |          | 5808/? [37:04<00:00,  2.61it/s]
Epoch 0: |          | 5809/? [37:04<00:00,  2.61it/s]
Epoch 0: |          | 5809/? [37:04<00:00,  2.61it/s]
Epoch 0: |          | 5810/? [37:05<00:00,  2.61it/s]
Epoch 0: |          | 5810/? [37:05<00:00,  2.61it/s]
Epoch 0: |          | 5811/? [37:05<00:00,  2.61it/s]
Epoch 0: |          | 5811/? [37:05<00:00,  2.61it/s]
Epoch 0: |          | 5812/? [37:05<00:00,  2.61it/s]
Epoch 0: |          | 5812/? [37:05<00:00,  2.61it/s]
Epoch 0: |          | 5813/? [37:05<00:00,  2.61it/s]
Epoch 0: |          | 5813/? [37:05<00:00,  2.61it/s]
Epoch 0: |          | 5814/? [37:06<00:00,  2.61it/s]
Epoch 0: |          | 5814/? [37:06<00:00,  2.61it/s]
Epoch 0: |          | 5815/? [37:06<00:00,  2.61it/s]
Epoch 0: |          | 5815/? [37:06<00:00,  2.61it/s]
Epoch 0: |          | 5816/? [37:06<00:00,  2.61it/s]
Epoch 0: |          | 5816/? [37:06<00:00,  2.61it/s]
Epoch 0: |          | 5817/? [37:07<00:00,  2.61it/s]
Epoch 0: |          | 5817/? [37:07<00:00,  2.61it/s]
Epoch 0: |          | 5818/? [37:07<00:00,  2.61it/s]
Epoch 0: |          | 5818/? [37:07<00:00,  2.61it/s]
Epoch 0: |          | 5819/? [37:07<00:00,  2.61it/s]
Epoch 0: |          | 5819/? [37:07<00:00,  2.61it/s]
Epoch 0: |          | 5820/? [37:08<00:00,  2.61it/s]
Epoch 0: |          | 5820/? [37:08<00:00,  2.61it/s]
Epoch 0: |          | 5821/? [37:08<00:00,  2.61it/s]
Epoch 0: |          | 5821/? [37:08<00:00,  2.61it/s]
Epoch 0: |          | 5822/? [37:08<00:00,  2.61it/s]
Epoch 0: |          | 5822/? [37:08<00:00,  2.61it/s]
Epoch 0: |          | 5823/? [37:08<00:00,  2.61it/s]
Epoch 0: |          | 5823/? [37:08<00:00,  2.61it/s]
Epoch 0: |          | 5824/? [37:09<00:00,  2.61it/s]
Epoch 0: |          | 5824/? [37:09<00:00,  2.61it/s]
Epoch 0: |          | 5825/? [37:09<00:00,  2.61it/s]
Epoch 0: |          | 5825/? [37:09<00:00,  2.61it/s]
Epoch 0: |          | 5826/? [37:09<00:00,  2.61it/s]
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Epoch 0: |          | 5851/? [37:17<00:00,  2.62it/s]
Epoch 0: |          | 5852/? [37:17<00:00,  2.62it/s]
Epoch 0: |          | 5852/? [37:17<00:00,  2.62it/s]
Epoch 0: |          | 5853/? [37:17<00:00,  2.62it/s]
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Epoch 0: |          | 5854/? [37:17<00:00,  2.62it/s]
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Epoch 0: |          | 5855/? [37:18<00:00,  2.62it/s]
Epoch 0: |          | 5855/? [37:18<00:00,  2.62it/s]
Epoch 0: |          | 5856/? [37:18<00:00,  2.62it/s]
Epoch 0: |          | 5856/? [37:18<00:00,  2.62it/s]
Epoch 0: |          | 5857/? [37:18<00:00,  2.62it/s]
Epoch 0: |          | 5857/? [37:18<00:00,  2.62it/s]
Epoch 0: |          | 5858/? [37:19<00:00,  2.62it/s]
Epoch 0: |          | 5858/? [37:19<00:00,  2.62it/s]
Epoch 0: |          | 5859/? [37:19<00:00,  2.62it/s]
Epoch 0: |          | 5859/? [37:19<00:00,  2.62it/s]
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Epoch 0: |          | 5861/? [37:20<00:00,  2.62it/s]
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Epoch 0: |          | 5862/? [37:20<00:00,  2.62it/s]
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Epoch 0: |          | 5863/? [37:20<00:00,  2.62it/s]
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Epoch 0: |          | 5865/? [37:21<00:00,  2.62it/s]
Epoch 0: |          | 5865/? [37:21<00:00,  2.62it/s]
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Epoch 0: |          | 5867/? [37:21<00:00,  2.62it/s]
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Epoch 0: |          | 5868/? [37:22<00:00,  2.62it/s]
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Epoch 0: |          | 5869/? [37:22<00:00,  2.62it/s]
Epoch 0: |          | 5869/? [37:22<00:00,  2.62it/s]
Epoch 0: |          | 5870/? [37:22<00:00,  2.62it/s]
Epoch 0: |          | 5870/? [37:22<00:00,  2.62it/s]
Epoch 0: |          | 5871/? [37:22<00:00,  2.62it/s]
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Epoch 0: |          | 5872/? [37:23<00:00,  2.62it/s]
Epoch 0: |          | 5872/? [37:23<00:00,  2.62it/s]
Epoch 0: |          | 5873/? [37:23<00:00,  2.62it/s]
Epoch 0: |          | 5873/? [37:23<00:00,  2.62it/s]
Epoch 0: |          | 5874/? [37:23<00:00,  2.62it/s]
Epoch 0: |          | 5874/? [37:23<00:00,  2.62it/s]
Epoch 0: |          | 5875/? [37:24<00:00,  2.62it/s]
Epoch 0: |          | 5875/? [37:24<00:00,  2.62it/s]
Epoch 0: |          | 5876/? [37:24<00:00,  2.62it/s]
Epoch 0: |          | 5876/? [37:24<00:00,  2.62it/s]
Epoch 0: |          | 5877/? [37:24<00:00,  2.62it/s]
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Epoch 0: |          | 5878/? [37:24<00:00,  2.62it/s]
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Epoch 0: |          | 5879/? [37:25<00:00,  2.62it/s]
Epoch 0: |          | 5879/? [37:25<00:00,  2.62it/s]
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Epoch 0: |          | 5881/? [37:25<00:00,  2.62it/s]
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Epoch 0: |          | 5882/? [37:26<00:00,  2.62it/s]
Epoch 0: |          | 5882/? [37:26<00:00,  2.62it/s]
Epoch 0: |          | 5883/? [37:26<00:00,  2.62it/s]
Epoch 0: |          | 5883/? [37:26<00:00,  2.62it/s]
Epoch 0: |          | 5884/? [37:26<00:00,  2.62it/s]
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Epoch 0: |          | 5885/? [37:27<00:00,  2.62it/s]
Epoch 0: |          | 5885/? [37:27<00:00,  2.62it/s]
Epoch 0: |          | 5886/? [37:27<00:00,  2.62it/s]
Epoch 0: |          | 5886/? [37:27<00:00,  2.62it/s]
Epoch 0: |          | 5887/? [37:27<00:00,  2.62it/s]
Epoch 0: |          | 5887/? [37:27<00:00,  2.62it/s]
Epoch 0: |          | 5888/? [37:27<00:00,  2.62it/s]
Epoch 0: |          | 5888/? [37:27<00:00,  2.62it/s]
Epoch 0: |          | 5889/? [37:28<00:00,  2.62it/s]
Epoch 0: |          | 5889/? [37:28<00:00,  2.62it/s]
Epoch 0: |          | 5890/? [37:28<00:00,  2.62it/s]
Epoch 0: |          | 5890/? [37:28<00:00,  2.62it/s]
Epoch 0: |          | 5891/? [37:28<00:00,  2.62it/s]
Epoch 0: |          | 5891/? [37:28<00:00,  2.62it/s]
Epoch 0: |          | 5892/? [37:29<00:00,  2.62it/s]
Epoch 0: |          | 5892/? [37:29<00:00,  2.62it/s]
Epoch 0: |          | 5893/? [37:29<00:00,  2.62it/s]
Epoch 0: |          | 5893/? [37:29<00:00,  2.62it/s]
Epoch 0: |          | 5894/? [37:29<00:00,  2.62it/s]
Epoch 0: |          | 5894/? [37:29<00:00,  2.62it/s]
Epoch 0: |          | 5895/? [37:29<00:00,  2.62it/s]
Epoch 0: |          | 5895/? [37:29<00:00,  2.62it/s]
Epoch 0: |          | 5896/? [37:30<00:00,  2.62it/s]
Epoch 0: |          | 5896/? [37:30<00:00,  2.62it/s]
Epoch 0: |          | 5897/? [37:30<00:00,  2.62it/s]
Epoch 0: |          | 5897/? [37:30<00:00,  2.62it/s]
Epoch 0: |          | 5898/? [37:30<00:00,  2.62it/s]
Epoch 0: |          | 5898/? [37:30<00:00,  2.62it/s]
Epoch 0: |          | 5899/? [37:31<00:00,  2.62it/s]
Epoch 0: |          | 5899/? [37:31<00:00,  2.62it/s]
Epoch 0: |          | 5900/? [37:31<00:00,  2.62it/s]
Epoch 0: |          | 5900/? [37:31<00:00,  2.62it/s]
Epoch 0: |          | 5901/? [37:31<00:00,  2.62it/s]
Epoch 0: |          | 5901/? [37:31<00:00,  2.62it/s]
Epoch 0: |          | 5902/? [37:32<00:00,  2.62it/s]
Epoch 0: |          | 5902/? [37:32<00:00,  2.62it/s]
Epoch 0: |          | 5903/? [37:32<00:00,  2.62it/s]
Epoch 0: |          | 5903/? [37:32<00:00,  2.62it/s]
Epoch 0: |          | 5904/? [37:32<00:00,  2.62it/s]
Epoch 0: |          | 5904/? [37:32<00:00,  2.62it/s]
Epoch 0: |          | 5905/? [37:32<00:00,  2.62it/s]
Epoch 0: |          | 5905/? [37:32<00:00,  2.62it/s]
Epoch 0: |          | 5906/? [37:33<00:00,  2.62it/s]
Epoch 0: |          | 5906/? [37:33<00:00,  2.62it/s]
Epoch 0: |          | 5907/? [37:33<00:00,  2.62it/s]
Epoch 0: |          | 5907/? [37:33<00:00,  2.62it/s]
Epoch 0: |          | 5908/? [37:33<00:00,  2.62it/s]
Epoch 0: |          | 5908/? [37:33<00:00,  2.62it/s]
Epoch 0: |          | 5909/? [37:34<00:00,  2.62it/s]
Epoch 0: |          | 5909/? [37:34<00:00,  2.62it/s]
Epoch 0: |          | 5910/? [37:34<00:00,  2.62it/s]
Epoch 0: |          | 5910/? [37:34<00:00,  2.62it/s]
Epoch 0: |          | 5911/? [37:34<00:00,  2.62it/s]
Epoch 0: |          | 5911/? [37:34<00:00,  2.62it/s]
Epoch 0: |          | 5912/? [37:34<00:00,  2.62it/s]
Epoch 0: |          | 5912/? [37:34<00:00,  2.62it/s]
Epoch 0: |          | 5913/? [37:35<00:00,  2.62it/s]
Epoch 0: |          | 5913/? [37:35<00:00,  2.62it/s]
Epoch 0: |          | 5914/? [37:35<00:00,  2.62it/s]
Epoch 0: |          | 5914/? [37:35<00:00,  2.62it/s]
Epoch 0: |          | 5915/? [37:35<00:00,  2.62it/s]
Epoch 0: |          | 5915/? [37:35<00:00,  2.62it/s]
Epoch 0: |          | 5916/? [37:36<00:00,  2.62it/s]
Epoch 0: |          | 5916/? [37:36<00:00,  2.62it/s]
Epoch 0: |          | 5917/? [37:36<00:00,  2.62it/s]
Epoch 0: |          | 5917/? [37:36<00:00,  2.62it/s]
Epoch 0: |          | 5918/? [37:36<00:00,  2.62it/s]
Epoch 0: |          | 5918/? [37:36<00:00,  2.62it/s]
Epoch 0: |          | 5919/? [37:37<00:00,  2.62it/s]
Epoch 0: |          | 5919/? [37:37<00:00,  2.62it/s]
Epoch 0: |          | 5920/? [37:37<00:00,  2.62it/s]
Epoch 0: |          | 5920/? [37:37<00:00,  2.62it/s]
Epoch 0: |          | 5921/? [37:37<00:00,  2.62it/s]
Epoch 0: |          | 5921/? [37:37<00:00,  2.62it/s]
Epoch 0: |          | 5922/? [37:37<00:00,  2.62it/s]
Epoch 0: |          | 5922/? [37:37<00:00,  2.62it/s]
Epoch 0: |          | 5923/? [37:38<00:00,  2.62it/s]
Epoch 0: |          | 5923/? [37:38<00:00,  2.62it/s]
Epoch 0: |          | 5924/? [37:38<00:00,  2.62it/s]
Epoch 0: |          | 5924/? [37:38<00:00,  2.62it/s]
Epoch 0: |          | 5925/? [37:38<00:00,  2.62it/s]
Epoch 0: |          | 5925/? [37:38<00:00,  2.62it/s]
Epoch 0: |          | 5926/? [37:39<00:00,  2.62it/s]
Epoch 0: |          | 5926/? [37:39<00:00,  2.62it/s]
Epoch 0: |          | 5927/? [37:39<00:00,  2.62it/s]
Epoch 0: |          | 5927/? [37:39<00:00,  2.62it/s]
Epoch 0: |          | 5928/? [37:39<00:00,  2.62it/s]
Epoch 0: |          | 5928/? [37:39<00:00,  2.62it/s]
Epoch 0: |          | 5929/? [37:39<00:00,  2.62it/s]
Epoch 0: |          | 5929/? [37:39<00:00,  2.62it/s]
Epoch 0: |          | 5930/? [37:40<00:00,  2.62it/s]
Epoch 0: |          | 5930/? [37:40<00:00,  2.62it/s]
Epoch 0: |          | 5931/? [37:40<00:00,  2.62it/s]
Epoch 0: |          | 5931/? [37:40<00:00,  2.62it/s]
Epoch 0: |          | 5932/? [37:40<00:00,  2.62it/s]
Epoch 0: |          | 5932/? [37:40<00:00,  2.62it/s]
Epoch 0: |          | 5933/? [37:41<00:00,  2.62it/s]
Epoch 0: |          | 5933/? [37:41<00:00,  2.62it/s]
Epoch 0: |          | 5934/? [37:41<00:00,  2.62it/s]
Epoch 0: |          | 5934/? [37:41<00:00,  2.62it/s]
Epoch 0: |          | 5935/? [37:41<00:00,  2.62it/s]
Epoch 0: |          | 5935/? [37:41<00:00,  2.62it/s]
Epoch 0: |          | 5936/? [37:42<00:00,  2.62it/s]
Epoch 0: |          | 5936/? [37:42<00:00,  2.62it/s]
Epoch 0: |          | 5937/? [37:42<00:00,  2.62it/s]
Epoch 0: |          | 5937/? [37:42<00:00,  2.62it/s]
Epoch 0: |          | 5938/? [37:42<00:00,  2.62it/s]
Epoch 0: |          | 5938/? [37:42<00:00,  2.62it/s]
Epoch 0: |          | 5939/? [37:42<00:00,  2.62it/s]
Epoch 0: |          | 5939/? [37:42<00:00,  2.62it/s]
Epoch 0: |          | 5940/? [37:43<00:00,  2.62it/s]
Epoch 0: |          | 5940/? [37:43<00:00,  2.62it/s]
Epoch 0: |          | 5941/? [37:43<00:00,  2.62it/s]
Epoch 0: |          | 5941/? [37:43<00:00,  2.62it/s]
Epoch 0: |          | 5942/? [37:43<00:00,  2.62it/s]
Epoch 0: |          | 5942/? [37:43<00:00,  2.62it/s]
Epoch 0: |          | 5943/? [37:44<00:00,  2.62it/s]
Epoch 0: |          | 5943/? [37:44<00:00,  2.62it/s]
Epoch 0: |          | 5944/? [37:44<00:00,  2.63it/s]
Epoch 0: |          | 5944/? [37:44<00:00,  2.63it/s]
Epoch 0: |          | 5945/? [37:44<00:00,  2.63it/s]
Epoch 0: |          | 5945/? [37:44<00:00,  2.63it/s]
Epoch 0: |          | 5946/? [37:44<00:00,  2.63it/s]
Epoch 0: |          | 5946/? [37:44<00:00,  2.63it/s]
Epoch 0: |          | 5947/? [37:45<00:00,  2.63it/s]
Epoch 0: |          | 5947/? [37:45<00:00,  2.63it/s]
Epoch 0: |          | 5948/? [37:45<00:00,  2.63it/s]
Epoch 0: |          | 5948/? [37:45<00:00,  2.63it/s]
Epoch 0: |          | 5949/? [37:45<00:00,  2.63it/s]
Epoch 0: |          | 5949/? [37:45<00:00,  2.63it/s]
Epoch 0: |          | 5950/? [37:46<00:00,  2.63it/s]
Epoch 0: |          | 5950/? [37:46<00:00,  2.63it/s]
Epoch 0: |          | 5951/? [37:46<00:00,  2.63it/s]
Epoch 0: |          | 5951/? [37:46<00:00,  2.63it/s]
Epoch 0: |          | 5952/? [37:46<00:00,  2.63it/s]
Epoch 0: |          | 5952/? [37:46<00:00,  2.63it/s]
Epoch 0: |          | 5953/? [37:47<00:00,  2.63it/s]
Epoch 0: |          | 5953/? [37:47<00:00,  2.63it/s]
Epoch 0: |          | 5954/? [37:47<00:00,  2.63it/s]
Epoch 0: |          | 5954/? [37:47<00:00,  2.63it/s]
Epoch 0: |          | 5955/? [37:47<00:00,  2.63it/s]
Epoch 0: |          | 5955/? [37:47<00:00,  2.63it/s]
Epoch 0: |          | 5956/? [37:47<00:00,  2.63it/s]
Epoch 0: |          | 5956/? [37:47<00:00,  2.63it/s]
Epoch 0: |          | 5957/? [37:48<00:00,  2.63it/s]
Epoch 0: |          | 5957/? [37:48<00:00,  2.63it/s]
Epoch 0: |          | 5958/? [37:48<00:00,  2.63it/s]
Epoch 0: |          | 5958/? [37:48<00:00,  2.63it/s]
Epoch 0: |          | 5959/? [37:48<00:00,  2.63it/s]
Epoch 0: |          | 5959/? [37:48<00:00,  2.63it/s]
Epoch 0: |          | 5960/? [37:49<00:00,  2.63it/s]
Epoch 0: |          | 5960/? [37:49<00:00,  2.63it/s]
Epoch 0: |          | 5961/? [37:49<00:00,  2.63it/s]
Epoch 0: |          | 5961/? [37:49<00:00,  2.63it/s]
Epoch 0: |          | 5962/? [37:49<00:00,  2.63it/s]
Epoch 0: |          | 5962/? [37:49<00:00,  2.63it/s]
Epoch 0: |          | 5963/? [37:49<00:00,  2.63it/s]
Epoch 0: |          | 5963/? [37:49<00:00,  2.63it/s]
Epoch 0: |          | 5964/? [37:50<00:00,  2.63it/s]
Epoch 0: |          | 5964/? [37:50<00:00,  2.63it/s]
Epoch 0: |          | 5965/? [37:50<00:00,  2.63it/s]
Epoch 0: |          | 5965/? [37:50<00:00,  2.63it/s]
Epoch 0: |          | 5966/? [37:50<00:00,  2.63it/s]
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Epoch 0: |          | 5971/? [37:52<00:00,  2.63it/s]
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Epoch 0: |          | 6000/? [38:00<00:00,  2.63it/s]
Epoch 0: |          | 6000/? [38:00<00:00,  2.63it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.20it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.20it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.30it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 11.99it/s]

Epoch 0: |          | 6000/? [38:01<00:00,  2.63it/s]
Epoch 0: |          | 6001/? [38:01<00:00,  2.63it/s]
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Epoch 0: |          | 6009/? [38:03<00:00,  2.63it/s]
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Epoch 0: |          | 6010/? [38:04<00:00,  2.63it/s]
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Epoch 0: |          | 6011/? [38:04<00:00,  2.63it/s]
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Epoch 0: |          | 6021/? [38:07<00:00,  2.63it/s]
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Epoch 0: |          | 6022/? [38:07<00:00,  2.63it/s]
Epoch 0: |          | 6022/? [38:07<00:00,  2.63it/s]
Epoch 0: |          | 6023/? [38:07<00:00,  2.63it/s]
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Epoch 0: |          | 6024/? [38:08<00:00,  2.63it/s]
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Epoch 0: |          | 6025/? [38:08<00:00,  2.63it/s]
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Epoch 0: |          | 6026/? [38:08<00:00,  2.63it/s]
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Epoch 0: |          | 6028/? [38:09<00:00,  2.63it/s]
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Epoch 0: |          | 6029/? [38:09<00:00,  2.63it/s]
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Epoch 0: |          | 6030/? [38:10<00:00,  2.63it/s]
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Epoch 0: |          | 6031/? [38:10<00:00,  2.63it/s]
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Epoch 0: |          | 6032/? [38:10<00:00,  2.63it/s]
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Epoch 0: |          | 6033/? [38:10<00:00,  2.63it/s]
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Epoch 0: |          | 6034/? [38:11<00:00,  2.63it/s]
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Epoch 0: |          | 6035/? [38:11<00:00,  2.63it/s]
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Epoch 0: |          | 6036/? [38:11<00:00,  2.63it/s]
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Epoch 0: |          | 6050/? [38:15<00:00,  2.64it/s]
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Epoch 0: |          | 6064/? [38:20<00:00,  2.64it/s]
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Epoch 0: |          | 6068/? [38:21<00:00,  2.64it/s]
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Epoch 0: |          | 6069/? [38:21<00:00,  2.64it/s]
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Epoch 0: |          | 6070/? [38:21<00:00,  2.64it/s]
Epoch 0: |          | 6070/? [38:21<00:00,  2.64it/s]
Epoch 0: |          | 6071/? [38:22<00:00,  2.64it/s]
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Epoch 0: |          | 6072/? [38:22<00:00,  2.64it/s]
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Epoch 0: |          | 6074/? [38:22<00:00,  2.64it/s]
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Epoch 0: |          | 6075/? [38:23<00:00,  2.64it/s]
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Epoch 0: |          | 6076/? [38:23<00:00,  2.64it/s]
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Epoch 0: |          | 6077/? [38:23<00:00,  2.64it/s]
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Epoch 0: |          | 6078/? [38:24<00:00,  2.64it/s]
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Epoch 0: |          | 6079/? [38:24<00:00,  2.64it/s]
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Epoch 0: |          | 6080/? [38:24<00:00,  2.64it/s]
Epoch 0: |          | 6080/? [38:24<00:00,  2.64it/s]
Epoch 0: |          | 6081/? [38:25<00:00,  2.64it/s]
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Epoch 0: |          | 6082/? [38:25<00:00,  2.64it/s]
Epoch 0: |          | 6082/? [38:25<00:00,  2.64it/s]
Epoch 0: |          | 6083/? [38:25<00:00,  2.64it/s]
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Epoch 0: |          | 6084/? [38:25<00:00,  2.64it/s]
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Epoch 0: |          | 6085/? [38:26<00:00,  2.64it/s]
Epoch 0: |          | 6085/? [38:26<00:00,  2.64it/s]
Epoch 0: |          | 6086/? [38:26<00:00,  2.64it/s]
Epoch 0: |          | 6086/? [38:26<00:00,  2.64it/s]
Epoch 0: |          | 6087/? [38:26<00:00,  2.64it/s]
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Epoch 0: |          | 6088/? [38:27<00:00,  2.64it/s]
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Epoch 0: |          | 6090/? [38:27<00:00,  2.64it/s]
Epoch 0: |          | 6090/? [38:27<00:00,  2.64it/s]
Epoch 0: |          | 6091/? [38:27<00:00,  2.64it/s]
Epoch 0: |          | 6091/? [38:27<00:00,  2.64it/s]
Epoch 0: |          | 6092/? [38:28<00:00,  2.64it/s]
Epoch 0: |          | 6092/? [38:28<00:00,  2.64it/s]
Epoch 0: |          | 6093/? [38:28<00:00,  2.64it/s]
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Epoch 0: |          | 6094/? [38:28<00:00,  2.64it/s]
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Epoch 0: |          | 6095/? [38:29<00:00,  2.64it/s]
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Epoch 0: |          | 6096/? [38:29<00:00,  2.64it/s]
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Epoch 0: |          | 6099/? [38:30<00:00,  2.64it/s]
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Epoch 0: |          | 6100/? [38:30<00:00,  2.64it/s]
Epoch 0: |          | 6100/? [38:30<00:00,  2.64it/s]
Epoch 0: |          | 6101/? [38:30<00:00,  2.64it/s]
Epoch 0: |          | 6101/? [38:30<00:00,  2.64it/s]
Epoch 0: |          | 6102/? [38:31<00:00,  2.64it/s]
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Epoch 0: |          | 6109/? [38:33<00:00,  2.64it/s]
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Epoch 0: |          | 6111/? [38:33<00:00,  2.64it/s]
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Epoch 0: |          | 6112/? [38:34<00:00,  2.64it/s]
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Epoch 0: |          | 6200/? [38:59<00:00,  2.65it/s]
Epoch 0: |          | 6200/? [38:59<00:00,  2.65it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.51it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.36it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.39it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.32it/s]

Epoch 0: |          | 6200/? [38:59<00:00,  2.65it/s]
Epoch 0: |          | 6201/? [39:00<00:00,  2.65it/s]
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Epoch 0: |          | 6206/? [39:01<00:00,  2.65it/s]
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Epoch 0: |          | 6207/? [39:01<00:00,  2.65it/s]
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Epoch 0: |          | 6208/? [39:02<00:00,  2.65it/s]
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Epoch 0: |          | 6210/? [39:02<00:00,  2.65it/s]
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Epoch 0: |          | 6211/? [39:03<00:00,  2.65it/s]
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Epoch 0: |          | 6212/? [39:03<00:00,  2.65it/s]
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Epoch 0: |          | 6213/? [39:03<00:00,  2.65it/s]
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Epoch 0: |          | 6214/? [39:04<00:00,  2.65it/s]
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Epoch 0: |          | 6215/? [39:04<00:00,  2.65it/s]
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Epoch 0: |          | 6216/? [39:04<00:00,  2.65it/s]
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Epoch 0: |          | 6217/? [39:04<00:00,  2.65it/s]
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Epoch 0: |          | 6219/? [39:05<00:00,  2.65it/s]
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Epoch 0: |          | 6221/? [39:06<00:00,  2.65it/s]
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Epoch 0: |          | 6224/? [39:06<00:00,  2.65it/s]
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Epoch 0: |          | 6230/? [39:08<00:00,  2.65it/s]
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Epoch 0: |          | 6232/? [39:09<00:00,  2.65it/s]
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Epoch 0: |          | 6286/? [39:25<00:00,  2.66it/s]
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Epoch 0: |          | 6290/? [39:26<00:00,  2.66it/s]
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Epoch 0: |          | 6293/? [39:27<00:00,  2.66it/s]
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Epoch 0: |          | 6296/? [39:28<00:00,  2.66it/s]
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Epoch 0: |          | 6300/? [39:29<00:00,  2.66it/s]
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Epoch 0: |          | 6303/? [39:30<00:00,  2.66it/s]
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Epoch 0: |          | 6307/? [39:31<00:00,  2.66it/s]
Epoch 0: |          | 6307/? [39:31<00:00,  2.66it/s]
Epoch 0: |          | 6308/? [39:31<00:00,  2.66it/s]
Epoch 0: |          | 6308/? [39:31<00:00,  2.66it/s]
Epoch 0: |          | 6309/? [39:31<00:00,  2.66it/s]
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Epoch 0: |          | 6310/? [39:32<00:00,  2.66it/s]
Epoch 0: |          | 6310/? [39:32<00:00,  2.66it/s]
Epoch 0: |          | 6311/? [39:32<00:00,  2.66it/s]
Epoch 0: |          | 6311/? [39:32<00:00,  2.66it/s]
Epoch 0: |          | 6312/? [39:32<00:00,  2.66it/s]
Epoch 0: |          | 6312/? [39:32<00:00,  2.66it/s]
Epoch 0: |          | 6313/? [39:33<00:00,  2.66it/s]
Epoch 0: |          | 6313/? [39:33<00:00,  2.66it/s]
Epoch 0: |          | 6314/? [39:33<00:00,  2.66it/s]
Epoch 0: |          | 6314/? [39:33<00:00,  2.66it/s]
Epoch 0: |          | 6315/? [39:33<00:00,  2.66it/s]
Epoch 0: |          | 6315/? [39:33<00:00,  2.66it/s]
Epoch 0: |          | 6316/? [39:33<00:00,  2.66it/s]
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Epoch 0: |          | 6317/? [39:34<00:00,  2.66it/s]
Epoch 0: |          | 6317/? [39:34<00:00,  2.66it/s]
Epoch 0: |          | 6318/? [39:34<00:00,  2.66it/s]
Epoch 0: |          | 6318/? [39:34<00:00,  2.66it/s]
Epoch 0: |          | 6319/? [39:34<00:00,  2.66it/s]
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Epoch 0: |          | 6320/? [39:35<00:00,  2.66it/s]
Epoch 0: |          | 6320/? [39:35<00:00,  2.66it/s]
Epoch 0: |          | 6321/? [39:35<00:00,  2.66it/s]
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Epoch 0: |          | 6322/? [39:35<00:00,  2.66it/s]
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Epoch 0: |          | 6323/? [39:35<00:00,  2.66it/s]
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Epoch 0: |          | 6325/? [39:36<00:00,  2.66it/s]
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Epoch 0: |          | 6326/? [39:36<00:00,  2.66it/s]
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Epoch 0: |          | 6327/? [39:37<00:00,  2.66it/s]
Epoch 0: |          | 6327/? [39:37<00:00,  2.66it/s]
Epoch 0: |          | 6328/? [39:37<00:00,  2.66it/s]
Epoch 0: |          | 6328/? [39:37<00:00,  2.66it/s]
Epoch 0: |          | 6329/? [39:37<00:00,  2.66it/s]
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Epoch 0: |          | 6330/? [39:37<00:00,  2.66it/s]
Epoch 0: |          | 6330/? [39:37<00:00,  2.66it/s]
Epoch 0: |          | 6331/? [39:38<00:00,  2.66it/s]
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Epoch 0: |          | 6332/? [39:38<00:00,  2.66it/s]
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Epoch 0: |          | 6333/? [39:38<00:00,  2.66it/s]
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Epoch 0: |          | 6334/? [39:39<00:00,  2.66it/s]
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Epoch 0: |          | 6335/? [39:39<00:00,  2.66it/s]
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Epoch 0: |          | 6336/? [39:39<00:00,  2.66it/s]
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Epoch 0: |          | 6338/? [39:40<00:00,  2.66it/s]
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Epoch 0: |          | 6339/? [39:40<00:00,  2.66it/s]
Epoch 0: |          | 6339/? [39:40<00:00,  2.66it/s]
Epoch 0: |          | 6340/? [39:40<00:00,  2.66it/s]
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Epoch 0: |          | 6341/? [39:41<00:00,  2.66it/s]
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Epoch 0: |          | 6342/? [39:41<00:00,  2.66it/s]
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Epoch 0: |          | 6345/? [39:42<00:00,  2.66it/s]
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Epoch 0: |          | 6349/? [39:43<00:00,  2.66it/s]
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Epoch 0: |          | 6350/? [39:43<00:00,  2.66it/s]
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Epoch 0: |          | 6351/? [39:44<00:00,  2.66it/s]
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Epoch 0: |          | 6360/? [39:46<00:00,  2.66it/s]
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Epoch 0: |          | 6361/? [39:46<00:00,  2.66it/s]
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Epoch 0: |          | 6364/? [39:47<00:00,  2.67it/s]
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Epoch 0: |          | 6365/? [39:48<00:00,  2.67it/s]
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Epoch 0: |          | 6370/? [39:49<00:00,  2.67it/s]
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Epoch 0: |          | 6371/? [39:49<00:00,  2.67it/s]
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Epoch 0: |          | 6377/? [39:51<00:00,  2.67it/s]
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Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.13it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.36it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.49it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.26it/s]

Epoch 0: |          | 6400/? [39:58<00:00,  2.67it/s]
Epoch 0: |          | 6401/? [39:58<00:00,  2.67it/s]
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Epoch 0: |          | 6471/? [40:19<00:00,  2.67it/s]
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Epoch 0: |          | 6481/? [40:22<00:00,  2.68it/s]
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Epoch 0: |          | 6491/? [40:24<00:00,  2.68it/s]
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Epoch 0: |          | 6492/? [40:25<00:00,  2.68it/s]
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Epoch 0: |          | 6495/? [40:26<00:00,  2.68it/s]
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Epoch 0: |          | 6496/? [40:26<00:00,  2.68it/s]
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Epoch 0: |          | 6499/? [40:27<00:00,  2.68it/s]
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Epoch 0: |          | 6500/? [40:27<00:00,  2.68it/s]
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Epoch 0: |          | 6501/? [40:27<00:00,  2.68it/s]
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Epoch 0: |          | 6502/? [40:28<00:00,  2.68it/s]
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Epoch 0: |          | 6512/? [40:30<00:00,  2.68it/s]
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Epoch 0: |          | 6513/? [40:31<00:00,  2.68it/s]
Epoch 0: |          | 6513/? [40:31<00:00,  2.68it/s]
Epoch 0: |          | 6514/? [40:31<00:00,  2.68it/s]
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Epoch 0: |          | 6519/? [40:33<00:00,  2.68it/s]
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Epoch 0: |          | 6521/? [40:33<00:00,  2.68it/s]
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Epoch 0: |          | 6523/? [40:34<00:00,  2.68it/s]
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Epoch 0: |          | 6533/? [40:37<00:00,  2.68it/s]
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Epoch 0: |          | 6552/? [40:42<00:00,  2.68it/s]
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Epoch 0: |          | 6553/? [40:42<00:00,  2.68it/s]
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Epoch 0: |          | 6568/? [40:47<00:00,  2.68it/s]
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Epoch 0: |          | 6569/? [40:47<00:00,  2.68it/s]
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Epoch 0: |          | 6570/? [40:47<00:00,  2.68it/s]
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Epoch 0: |          | 6571/? [40:48<00:00,  2.68it/s]
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Epoch 0: |          | 6576/? [40:49<00:00,  2.68it/s]
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Epoch 0: |          | 6578/? [40:50<00:00,  2.68it/s]
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Epoch 0: |          | 6580/? [40:50<00:00,  2.68it/s]
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Epoch 0: |          | 6581/? [40:50<00:00,  2.69it/s]
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Epoch 0: |          | 6582/? [40:51<00:00,  2.69it/s]
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Epoch 0: |          | 6587/? [40:52<00:00,  2.69it/s]
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Epoch 0: |          | 6599/? [40:56<00:00,  2.69it/s]
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Epoch 0: |          | 6600/? [40:56<00:00,  2.69it/s]
Epoch 0: |          | 6600/? [40:56<00:00,  2.69it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.28it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.85it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.76it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.60it/s]

Epoch 0: |          | 6600/? [40:56<00:00,  2.69it/s]
Epoch 0: |          | 6601/? [40:57<00:00,  2.69it/s]
Epoch 0: |          | 6601/? [40:57<00:00,  2.69it/s]
Epoch 0: |          | 6602/? [40:57<00:00,  2.69it/s]
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Epoch 0: |          | 6606/? [40:58<00:00,  2.69it/s]
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Epoch 0: |          | 6608/? [40:59<00:00,  2.69it/s]
Epoch 0: |          | 6608/? [40:59<00:00,  2.69it/s]
Epoch 0: |          | 6609/? [40:59<00:00,  2.69it/s]
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Epoch 0: |          | 6610/? [40:59<00:00,  2.69it/s]
Epoch 0: |          | 6610/? [40:59<00:00,  2.69it/s]
Epoch 0: |          | 6611/? [41:00<00:00,  2.69it/s]
Epoch 0: |          | 6611/? [41:00<00:00,  2.69it/s]
Epoch 0: |          | 6612/? [41:00<00:00,  2.69it/s]
Epoch 0: |          | 6612/? [41:00<00:00,  2.69it/s]
Epoch 0: |          | 6613/? [41:00<00:00,  2.69it/s]
Epoch 0: |          | 6613/? [41:00<00:00,  2.69it/s]
Epoch 0: |          | 6614/? [41:00<00:00,  2.69it/s]
Epoch 0: |          | 6614/? [41:00<00:00,  2.69it/s]
Epoch 0: |          | 6615/? [41:01<00:00,  2.69it/s]
Epoch 0: |          | 6615/? [41:01<00:00,  2.69it/s]
Epoch 0: |          | 6616/? [41:01<00:00,  2.69it/s]
Epoch 0: |          | 6616/? [41:01<00:00,  2.69it/s]
Epoch 0: |          | 6617/? [41:01<00:00,  2.69it/s]
Epoch 0: |          | 6617/? [41:01<00:00,  2.69it/s]
Epoch 0: |          | 6618/? [41:02<00:00,  2.69it/s]
Epoch 0: |          | 6618/? [41:02<00:00,  2.69it/s]
Epoch 0: |          | 6619/? [41:02<00:00,  2.69it/s]
Epoch 0: |          | 6619/? [41:02<00:00,  2.69it/s]
Epoch 0: |          | 6620/? [41:02<00:00,  2.69it/s]
Epoch 0: |          | 6620/? [41:02<00:00,  2.69it/s]
Epoch 0: |          | 6621/? [41:02<00:00,  2.69it/s]
Epoch 0: |          | 6621/? [41:02<00:00,  2.69it/s]
Epoch 0: |          | 6622/? [41:03<00:00,  2.69it/s]
Epoch 0: |          | 6622/? [41:03<00:00,  2.69it/s]
Epoch 0: |          | 6623/? [41:03<00:00,  2.69it/s]
Epoch 0: |          | 6623/? [41:03<00:00,  2.69it/s]
Epoch 0: |          | 6624/? [41:03<00:00,  2.69it/s]
Epoch 0: |          | 6624/? [41:03<00:00,  2.69it/s]
Epoch 0: |          | 6625/? [41:04<00:00,  2.69it/s]
Epoch 0: |          | 6625/? [41:04<00:00,  2.69it/s]
Epoch 0: |          | 6626/? [41:04<00:00,  2.69it/s]
Epoch 0: |          | 6626/? [41:04<00:00,  2.69it/s]
Epoch 0: |          | 6627/? [41:04<00:00,  2.69it/s]
Epoch 0: |          | 6627/? [41:04<00:00,  2.69it/s]
Epoch 0: |          | 6628/? [41:04<00:00,  2.69it/s]
Epoch 0: |          | 6628/? [41:04<00:00,  2.69it/s]
Epoch 0: |          | 6629/? [41:05<00:00,  2.69it/s]
Epoch 0: |          | 6629/? [41:05<00:00,  2.69it/s]
Epoch 0: |          | 6630/? [41:05<00:00,  2.69it/s]
Epoch 0: |          | 6630/? [41:05<00:00,  2.69it/s]
Epoch 0: |          | 6631/? [41:05<00:00,  2.69it/s]
Epoch 0: |          | 6631/? [41:05<00:00,  2.69it/s]
Epoch 0: |          | 6632/? [41:06<00:00,  2.69it/s]
Epoch 0: |          | 6632/? [41:06<00:00,  2.69it/s]
Epoch 0: |          | 6633/? [41:06<00:00,  2.69it/s]
Epoch 0: |          | 6633/? [41:06<00:00,  2.69it/s]
Epoch 0: |          | 6634/? [41:06<00:00,  2.69it/s]
Epoch 0: |          | 6634/? [41:06<00:00,  2.69it/s]
Epoch 0: |          | 6635/? [41:06<00:00,  2.69it/s]
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Epoch 0: |          | 6636/? [41:07<00:00,  2.69it/s]
Epoch 0: |          | 6636/? [41:07<00:00,  2.69it/s]
Epoch 0: |          | 6637/? [41:07<00:00,  2.69it/s]
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Epoch 0: |          | 6638/? [41:07<00:00,  2.69it/s]
Epoch 0: |          | 6638/? [41:07<00:00,  2.69it/s]
Epoch 0: |          | 6639/? [41:08<00:00,  2.69it/s]
Epoch 0: |          | 6639/? [41:08<00:00,  2.69it/s]
Epoch 0: |          | 6640/? [41:08<00:00,  2.69it/s]
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Epoch 0: |          | 6641/? [41:08<00:00,  2.69it/s]
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Epoch 0: |          | 6642/? [41:09<00:00,  2.69it/s]
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Epoch 0: |          | 6643/? [41:09<00:00,  2.69it/s]
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Epoch 0: |          | 6648/? [41:10<00:00,  2.69it/s]
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Epoch 0: |          | 6649/? [41:11<00:00,  2.69it/s]
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Epoch 0: |          | 6691/? [41:23<00:00,  2.69it/s]
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Epoch 0: |          | 6698/? [41:25<00:00,  2.70it/s]
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Epoch 0: |          | 6701/? [41:26<00:00,  2.70it/s]
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Epoch 0: |          | 6702/? [41:26<00:00,  2.70it/s]
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Epoch 0: |          | 6705/? [41:27<00:00,  2.70it/s]
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Epoch 0: |          | 6706/? [41:27<00:00,  2.70it/s]
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Epoch 0: |          | 6708/? [41:28<00:00,  2.70it/s]
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Epoch 0: |          | 6709/? [41:28<00:00,  2.70it/s]
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Epoch 0: |          | 6711/? [41:28<00:00,  2.70it/s]
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Epoch 0: |          | 6712/? [41:29<00:00,  2.70it/s]
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Epoch 0: |          | 6713/? [41:29<00:00,  2.70it/s]
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Epoch 0: |          | 6714/? [41:29<00:00,  2.70it/s]
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Epoch 0: |          | 6715/? [41:30<00:00,  2.70it/s]
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Epoch 0: |          | 6716/? [41:30<00:00,  2.70it/s]
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Epoch 0: |          | 6717/? [41:30<00:00,  2.70it/s]
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Epoch 0: |          | 6718/? [41:31<00:00,  2.70it/s]
Epoch 0: |          | 6718/? [41:31<00:00,  2.70it/s]
Epoch 0: |          | 6719/? [41:31<00:00,  2.70it/s]
Epoch 0: |          | 6719/? [41:31<00:00,  2.70it/s]
Epoch 0: |          | 6720/? [41:31<00:00,  2.70it/s]
Epoch 0: |          | 6720/? [41:31<00:00,  2.70it/s]
Epoch 0: |          | 6721/? [41:31<00:00,  2.70it/s]
Epoch 0: |          | 6721/? [41:31<00:00,  2.70it/s]
Epoch 0: |          | 6722/? [41:32<00:00,  2.70it/s]
Epoch 0: |          | 6722/? [41:32<00:00,  2.70it/s]
Epoch 0: |          | 6723/? [41:32<00:00,  2.70it/s]
Epoch 0: |          | 6723/? [41:32<00:00,  2.70it/s]
Epoch 0: |          | 6724/? [41:32<00:00,  2.70it/s]
Epoch 0: |          | 6724/? [41:32<00:00,  2.70it/s]
Epoch 0: |          | 6725/? [41:33<00:00,  2.70it/s]
Epoch 0: |          | 6725/? [41:33<00:00,  2.70it/s]
Epoch 0: |          | 6726/? [41:33<00:00,  2.70it/s]
Epoch 0: |          | 6726/? [41:33<00:00,  2.70it/s]
Epoch 0: |          | 6727/? [41:33<00:00,  2.70it/s]
Epoch 0: |          | 6727/? [41:33<00:00,  2.70it/s]
Epoch 0: |          | 6728/? [41:33<00:00,  2.70it/s]
Epoch 0: |          | 6728/? [41:33<00:00,  2.70it/s]
Epoch 0: |          | 6729/? [41:34<00:00,  2.70it/s]
Epoch 0: |          | 6729/? [41:34<00:00,  2.70it/s]
Epoch 0: |          | 6730/? [41:34<00:00,  2.70it/s]
Epoch 0: |          | 6730/? [41:34<00:00,  2.70it/s]
Epoch 0: |          | 6731/? [41:34<00:00,  2.70it/s]
Epoch 0: |          | 6731/? [41:34<00:00,  2.70it/s]
Epoch 0: |          | 6732/? [41:35<00:00,  2.70it/s]
Epoch 0: |          | 6732/? [41:35<00:00,  2.70it/s]
Epoch 0: |          | 6733/? [41:35<00:00,  2.70it/s]
Epoch 0: |          | 6733/? [41:35<00:00,  2.70it/s]
Epoch 0: |          | 6734/? [41:35<00:00,  2.70it/s]
Epoch 0: |          | 6734/? [41:35<00:00,  2.70it/s]
Epoch 0: |          | 6735/? [41:35<00:00,  2.70it/s]
Epoch 0: |          | 6735/? [41:35<00:00,  2.70it/s]
Epoch 0: |          | 6736/? [41:36<00:00,  2.70it/s]
Epoch 0: |          | 6736/? [41:36<00:00,  2.70it/s]
Epoch 0: |          | 6737/? [41:36<00:00,  2.70it/s]
Epoch 0: |          | 6737/? [41:36<00:00,  2.70it/s]
Epoch 0: |          | 6738/? [41:36<00:00,  2.70it/s]
Epoch 0: |          | 6738/? [41:36<00:00,  2.70it/s]
Epoch 0: |          | 6739/? [41:37<00:00,  2.70it/s]
Epoch 0: |          | 6739/? [41:37<00:00,  2.70it/s]
Epoch 0: |          | 6740/? [41:37<00:00,  2.70it/s]
Epoch 0: |          | 6740/? [41:37<00:00,  2.70it/s]
Epoch 0: |          | 6741/? [41:37<00:00,  2.70it/s]
Epoch 0: |          | 6741/? [41:37<00:00,  2.70it/s]
Epoch 0: |          | 6742/? [41:38<00:00,  2.70it/s]
Epoch 0: |          | 6742/? [41:38<00:00,  2.70it/s]
Epoch 0: |          | 6743/? [41:38<00:00,  2.70it/s]
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Epoch 0: |          | 6744/? [41:38<00:00,  2.70it/s]
Epoch 0: |          | 6744/? [41:38<00:00,  2.70it/s]
Epoch 0: |          | 6745/? [41:38<00:00,  2.70it/s]
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Epoch 0: |          | 6746/? [41:39<00:00,  2.70it/s]
Epoch 0: |          | 6746/? [41:39<00:00,  2.70it/s]
Epoch 0: |          | 6747/? [41:39<00:00,  2.70it/s]
Epoch 0: |          | 6747/? [41:39<00:00,  2.70it/s]
Epoch 0: |          | 6748/? [41:39<00:00,  2.70it/s]
Epoch 0: |          | 6748/? [41:39<00:00,  2.70it/s]
Epoch 0: |          | 6749/? [41:40<00:00,  2.70it/s]
Epoch 0: |          | 6749/? [41:40<00:00,  2.70it/s]
Epoch 0: |          | 6750/? [41:40<00:00,  2.70it/s]
Epoch 0: |          | 6750/? [41:40<00:00,  2.70it/s]
Epoch 0: |          | 6751/? [41:40<00:00,  2.70it/s]
Epoch 0: |          | 6751/? [41:40<00:00,  2.70it/s]
Epoch 0: |          | 6752/? [41:40<00:00,  2.70it/s]
Epoch 0: |          | 6752/? [41:40<00:00,  2.70it/s]
Epoch 0: |          | 6753/? [41:41<00:00,  2.70it/s]
Epoch 0: |          | 6753/? [41:41<00:00,  2.70it/s]
Epoch 0: |          | 6754/? [41:41<00:00,  2.70it/s]
Epoch 0: |          | 6754/? [41:41<00:00,  2.70it/s]
Epoch 0: |          | 6755/? [41:41<00:00,  2.70it/s]
Epoch 0: |          | 6755/? [41:41<00:00,  2.70it/s]
Epoch 0: |          | 6756/? [41:42<00:00,  2.70it/s]
Epoch 0: |          | 6756/? [41:42<00:00,  2.70it/s]
Epoch 0: |          | 6757/? [41:42<00:00,  2.70it/s]
Epoch 0: |          | 6757/? [41:42<00:00,  2.70it/s]
Epoch 0: |          | 6758/? [41:42<00:00,  2.70it/s]
Epoch 0: |          | 6758/? [41:42<00:00,  2.70it/s]
Epoch 0: |          | 6759/? [41:42<00:00,  2.70it/s]
Epoch 0: |          | 6759/? [41:42<00:00,  2.70it/s]
Epoch 0: |          | 6760/? [41:43<00:00,  2.70it/s]
Epoch 0: |          | 6760/? [41:43<00:00,  2.70it/s]
Epoch 0: |          | 6761/? [41:43<00:00,  2.70it/s]
Epoch 0: |          | 6761/? [41:43<00:00,  2.70it/s]
Epoch 0: |          | 6762/? [41:43<00:00,  2.70it/s]
Epoch 0: |          | 6762/? [41:43<00:00,  2.70it/s]
Epoch 0: |          | 6763/? [41:44<00:00,  2.70it/s]
Epoch 0: |          | 6763/? [41:44<00:00,  2.70it/s]
Epoch 0: |          | 6764/? [41:44<00:00,  2.70it/s]
Epoch 0: |          | 6764/? [41:44<00:00,  2.70it/s]
Epoch 0: |          | 6765/? [41:44<00:00,  2.70it/s]
Epoch 0: |          | 6765/? [41:44<00:00,  2.70it/s]
Epoch 0: |          | 6766/? [41:44<00:00,  2.70it/s]
Epoch 0: |          | 6766/? [41:44<00:00,  2.70it/s]
Epoch 0: |          | 6767/? [41:45<00:00,  2.70it/s]
Epoch 0: |          | 6767/? [41:45<00:00,  2.70it/s]
Epoch 0: |          | 6768/? [41:45<00:00,  2.70it/s]
Epoch 0: |          | 6768/? [41:45<00:00,  2.70it/s]
Epoch 0: |          | 6769/? [41:45<00:00,  2.70it/s]
Epoch 0: |          | 6769/? [41:45<00:00,  2.70it/s]
Epoch 0: |          | 6770/? [41:46<00:00,  2.70it/s]
Epoch 0: |          | 6770/? [41:46<00:00,  2.70it/s]
Epoch 0: |          | 6771/? [41:46<00:00,  2.70it/s]
Epoch 0: |          | 6771/? [41:46<00:00,  2.70it/s]
Epoch 0: |          | 6772/? [41:46<00:00,  2.70it/s]
Epoch 0: |          | 6772/? [41:46<00:00,  2.70it/s]
Epoch 0: |          | 6773/? [41:47<00:00,  2.70it/s]
Epoch 0: |          | 6773/? [41:47<00:00,  2.70it/s]
Epoch 0: |          | 6774/? [41:47<00:00,  2.70it/s]
Epoch 0: |          | 6774/? [41:47<00:00,  2.70it/s]
Epoch 0: |          | 6775/? [41:47<00:00,  2.70it/s]
Epoch 0: |          | 6775/? [41:47<00:00,  2.70it/s]
Epoch 0: |          | 6776/? [41:47<00:00,  2.70it/s]
Epoch 0: |          | 6776/? [41:47<00:00,  2.70it/s]
Epoch 0: |          | 6777/? [41:48<00:00,  2.70it/s]
Epoch 0: |          | 6777/? [41:48<00:00,  2.70it/s]
Epoch 0: |          | 6778/? [41:48<00:00,  2.70it/s]
Epoch 0: |          | 6778/? [41:48<00:00,  2.70it/s]
Epoch 0: |          | 6779/? [41:48<00:00,  2.70it/s]
Epoch 0: |          | 6779/? [41:48<00:00,  2.70it/s]
Epoch 0: |          | 6780/? [41:49<00:00,  2.70it/s]
Epoch 0: |          | 6780/? [41:49<00:00,  2.70it/s]
Epoch 0: |          | 6781/? [41:49<00:00,  2.70it/s]
Epoch 0: |          | 6781/? [41:49<00:00,  2.70it/s]
Epoch 0: |          | 6782/? [41:49<00:00,  2.70it/s]
Epoch 0: |          | 6782/? [41:49<00:00,  2.70it/s]
Epoch 0: |          | 6783/? [41:49<00:00,  2.70it/s]
Epoch 0: |          | 6783/? [41:49<00:00,  2.70it/s]
Epoch 0: |          | 6784/? [41:50<00:00,  2.70it/s]
Epoch 0: |          | 6784/? [41:50<00:00,  2.70it/s]
Epoch 0: |          | 6785/? [41:50<00:00,  2.70it/s]
Epoch 0: |          | 6785/? [41:50<00:00,  2.70it/s]
Epoch 0: |          | 6786/? [41:50<00:00,  2.70it/s]
Epoch 0: |          | 6786/? [41:50<00:00,  2.70it/s]
Epoch 0: |          | 6787/? [41:51<00:00,  2.70it/s]
Epoch 0: |          | 6787/? [41:51<00:00,  2.70it/s]
Epoch 0: |          | 6788/? [41:51<00:00,  2.70it/s]
Epoch 0: |          | 6788/? [41:51<00:00,  2.70it/s]
Epoch 0: |          | 6789/? [41:51<00:00,  2.70it/s]
Epoch 0: |          | 6789/? [41:51<00:00,  2.70it/s]
Epoch 0: |          | 6790/? [41:51<00:00,  2.70it/s]
Epoch 0: |          | 6790/? [41:51<00:00,  2.70it/s]
Epoch 0: |          | 6791/? [41:52<00:00,  2.70it/s]
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Epoch 0: |          | 6792/? [41:52<00:00,  2.70it/s]
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Epoch 0: |          | 6793/? [41:52<00:00,  2.70it/s]
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Epoch 0: |          | 6794/? [41:53<00:00,  2.70it/s]
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Epoch 0: |          | 6795/? [41:53<00:00,  2.70it/s]
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Epoch 0: |          | 6796/? [41:53<00:00,  2.70it/s]
Epoch 0: |          | 6796/? [41:53<00:00,  2.70it/s]
Epoch 0: |          | 6797/? [41:53<00:00,  2.70it/s]
Epoch 0: |          | 6797/? [41:53<00:00,  2.70it/s]
Epoch 0: |          | 6798/? [41:54<00:00,  2.70it/s]
Epoch 0: |          | 6798/? [41:54<00:00,  2.70it/s]
Epoch 0: |          | 6799/? [41:54<00:00,  2.70it/s]
Epoch 0: |          | 6799/? [41:54<00:00,  2.70it/s]
Epoch 0: |          | 6800/? [41:54<00:00,  2.70it/s]
Epoch 0: |          | 6800/? [41:54<00:00,  2.70it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.58it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.16it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.99it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.56it/s]

Epoch 0: |          | 6800/? [41:55<00:00,  2.70it/s]
Epoch 0: |          | 6801/? [41:55<00:00,  2.70it/s]
Epoch 0: |          | 6801/? [41:55<00:00,  2.70it/s]
Epoch 0: |          | 6802/? [41:55<00:00,  2.70it/s]
Epoch 0: |          | 6802/? [41:55<00:00,  2.70it/s]
Epoch 0: |          | 6803/? [41:56<00:00,  2.70it/s]
Epoch 0: |          | 6803/? [41:56<00:00,  2.70it/s]
Epoch 0: |          | 6804/? [41:56<00:00,  2.70it/s]
Epoch 0: |          | 6804/? [41:56<00:00,  2.70it/s]
Epoch 0: |          | 6805/? [41:56<00:00,  2.70it/s]
Epoch 0: |          | 6805/? [41:56<00:00,  2.70it/s]
Epoch 0: |          | 6806/? [41:56<00:00,  2.70it/s]
Epoch 0: |          | 6806/? [41:56<00:00,  2.70it/s]
Epoch 0: |          | 6807/? [41:57<00:00,  2.70it/s]
Epoch 0: |          | 6807/? [41:57<00:00,  2.70it/s]
Epoch 0: |          | 6808/? [41:57<00:00,  2.70it/s]
Epoch 0: |          | 6808/? [41:57<00:00,  2.70it/s]
Epoch 0: |          | 6809/? [41:57<00:00,  2.70it/s]
Epoch 0: |          | 6809/? [41:57<00:00,  2.70it/s]
Epoch 0: |          | 6810/? [41:58<00:00,  2.70it/s]
Epoch 0: |          | 6810/? [41:58<00:00,  2.70it/s]
Epoch 0: |          | 6811/? [41:58<00:00,  2.70it/s]
Epoch 0: |          | 6811/? [41:58<00:00,  2.70it/s]
Epoch 0: |          | 6812/? [41:58<00:00,  2.70it/s]
Epoch 0: |          | 6812/? [41:58<00:00,  2.70it/s]
Epoch 0: |          | 6813/? [41:58<00:00,  2.70it/s]
Epoch 0: |          | 6813/? [41:58<00:00,  2.70it/s]
Epoch 0: |          | 6814/? [41:59<00:00,  2.70it/s]
Epoch 0: |          | 6814/? [41:59<00:00,  2.70it/s]
Epoch 0: |          | 6815/? [41:59<00:00,  2.70it/s]
Epoch 0: |          | 6815/? [41:59<00:00,  2.70it/s]
Epoch 0: |          | 6816/? [41:59<00:00,  2.71it/s]
Epoch 0: |          | 6816/? [41:59<00:00,  2.71it/s]
Epoch 0: |          | 6817/? [42:00<00:00,  2.71it/s]
Epoch 0: |          | 6817/? [42:00<00:00,  2.71it/s]
Epoch 0: |          | 6818/? [42:00<00:00,  2.71it/s]
Epoch 0: |          | 6818/? [42:00<00:00,  2.71it/s]
Epoch 0: |          | 6819/? [42:00<00:00,  2.71it/s]
Epoch 0: |          | 6819/? [42:00<00:00,  2.71it/s]
Epoch 0: |          | 6820/? [42:00<00:00,  2.71it/s]
Epoch 0: |          | 6820/? [42:00<00:00,  2.71it/s]
Epoch 0: |          | 6821/? [42:01<00:00,  2.71it/s]
Epoch 0: |          | 6821/? [42:01<00:00,  2.71it/s]
Epoch 0: |          | 6822/? [42:01<00:00,  2.71it/s]
Epoch 0: |          | 6822/? [42:01<00:00,  2.71it/s]
Epoch 0: |          | 6823/? [42:01<00:00,  2.71it/s]
Epoch 0: |          | 6823/? [42:01<00:00,  2.71it/s]
Epoch 0: |          | 6824/? [42:02<00:00,  2.71it/s]
Epoch 0: |          | 6824/? [42:02<00:00,  2.71it/s]
Epoch 0: |          | 6825/? [42:02<00:00,  2.71it/s]
Epoch 0: |          | 6825/? [42:02<00:00,  2.71it/s]
Epoch 0: |          | 6826/? [42:02<00:00,  2.71it/s]
Epoch 0: |          | 6826/? [42:02<00:00,  2.71it/s]
Epoch 0: |          | 6827/? [42:02<00:00,  2.71it/s]
Epoch 0: |          | 6827/? [42:02<00:00,  2.71it/s]
Epoch 0: |          | 6828/? [42:03<00:00,  2.71it/s]
Epoch 0: |          | 6828/? [42:03<00:00,  2.71it/s]
Epoch 0: |          | 6829/? [42:03<00:00,  2.71it/s]
Epoch 0: |          | 6829/? [42:03<00:00,  2.71it/s]
Epoch 0: |          | 6830/? [42:03<00:00,  2.71it/s]
Epoch 0: |          | 6830/? [42:03<00:00,  2.71it/s]
Epoch 0: |          | 6831/? [42:04<00:00,  2.71it/s]
Epoch 0: |          | 6831/? [42:04<00:00,  2.71it/s]
Epoch 0: |          | 6832/? [42:04<00:00,  2.71it/s]
Epoch 0: |          | 6832/? [42:04<00:00,  2.71it/s]
Epoch 0: |          | 6833/? [42:04<00:00,  2.71it/s]
Epoch 0: |          | 6833/? [42:04<00:00,  2.71it/s]
Epoch 0: |          | 6834/? [42:04<00:00,  2.71it/s]
Epoch 0: |          | 6834/? [42:04<00:00,  2.71it/s]
Epoch 0: |          | 6835/? [42:05<00:00,  2.71it/s]
Epoch 0: |          | 6835/? [42:05<00:00,  2.71it/s]
Epoch 0: |          | 6836/? [42:05<00:00,  2.71it/s]
Epoch 0: |          | 6836/? [42:05<00:00,  2.71it/s]
Epoch 0: |          | 6837/? [42:05<00:00,  2.71it/s]
Epoch 0: |          | 6837/? [42:05<00:00,  2.71it/s]
Epoch 0: |          | 6838/? [42:06<00:00,  2.71it/s]
Epoch 0: |          | 6838/? [42:06<00:00,  2.71it/s]
Epoch 0: |          | 6839/? [42:06<00:00,  2.71it/s]
Epoch 0: |          | 6839/? [42:06<00:00,  2.71it/s]
Epoch 0: |          | 6840/? [42:06<00:00,  2.71it/s]
Epoch 0: |          | 6840/? [42:06<00:00,  2.71it/s]
Epoch 0: |          | 6841/? [42:06<00:00,  2.71it/s]
Epoch 0: |          | 6841/? [42:06<00:00,  2.71it/s]
Epoch 0: |          | 6842/? [42:07<00:00,  2.71it/s]
Epoch 0: |          | 6842/? [42:07<00:00,  2.71it/s]
Epoch 0: |          | 6843/? [42:07<00:00,  2.71it/s]
Epoch 0: |          | 6843/? [42:07<00:00,  2.71it/s]
Epoch 0: |          | 6844/? [42:07<00:00,  2.71it/s]
Epoch 0: |          | 6844/? [42:07<00:00,  2.71it/s]
Epoch 0: |          | 6845/? [42:08<00:00,  2.71it/s]
Epoch 0: |          | 6845/? [42:08<00:00,  2.71it/s]
Epoch 0: |          | 6846/? [42:08<00:00,  2.71it/s]
Epoch 0: |          | 6846/? [42:08<00:00,  2.71it/s]
Epoch 0: |          | 6847/? [42:08<00:00,  2.71it/s]
Epoch 0: |          | 6847/? [42:08<00:00,  2.71it/s]
Epoch 0: |          | 6848/? [42:08<00:00,  2.71it/s]
Epoch 0: |          | 6848/? [42:08<00:00,  2.71it/s]
Epoch 0: |          | 6849/? [42:09<00:00,  2.71it/s]
Epoch 0: |          | 6849/? [42:09<00:00,  2.71it/s]
Epoch 0: |          | 6850/? [42:09<00:00,  2.71it/s]
Epoch 0: |          | 6850/? [42:09<00:00,  2.71it/s]
Epoch 0: |          | 6851/? [42:09<00:00,  2.71it/s]
Epoch 0: |          | 6851/? [42:09<00:00,  2.71it/s]
Epoch 0: |          | 6852/? [42:10<00:00,  2.71it/s]
Epoch 0: |          | 6852/? [42:10<00:00,  2.71it/s]
Epoch 0: |          | 6853/? [42:10<00:00,  2.71it/s]
Epoch 0: |          | 6853/? [42:10<00:00,  2.71it/s]
Epoch 0: |          | 6854/? [42:10<00:00,  2.71it/s]
Epoch 0: |          | 6854/? [42:10<00:00,  2.71it/s]
Epoch 0: |          | 6855/? [42:10<00:00,  2.71it/s]
Epoch 0: |          | 6855/? [42:10<00:00,  2.71it/s]
Epoch 0: |          | 6856/? [42:11<00:00,  2.71it/s]
Epoch 0: |          | 6856/? [42:11<00:00,  2.71it/s]
Epoch 0: |          | 6857/? [42:11<00:00,  2.71it/s]
Epoch 0: |          | 6857/? [42:11<00:00,  2.71it/s]
Epoch 0: |          | 6858/? [42:11<00:00,  2.71it/s]
Epoch 0: |          | 6858/? [42:11<00:00,  2.71it/s]
Epoch 0: |          | 6859/? [42:12<00:00,  2.71it/s]
Epoch 0: |          | 6859/? [42:12<00:00,  2.71it/s]
Epoch 0: |          | 6860/? [42:12<00:00,  2.71it/s]
Epoch 0: |          | 6860/? [42:12<00:00,  2.71it/s]
Epoch 0: |          | 6861/? [42:12<00:00,  2.71it/s]
Epoch 0: |          | 6861/? [42:12<00:00,  2.71it/s]
Epoch 0: |          | 6862/? [42:12<00:00,  2.71it/s]
Epoch 0: |          | 6862/? [42:12<00:00,  2.71it/s]
Epoch 0: |          | 6863/? [42:13<00:00,  2.71it/s]
Epoch 0: |          | 6863/? [42:13<00:00,  2.71it/s]
Epoch 0: |          | 6864/? [42:13<00:00,  2.71it/s]
Epoch 0: |          | 6864/? [42:13<00:00,  2.71it/s]
Epoch 0: |          | 6865/? [42:13<00:00,  2.71it/s]
Epoch 0: |          | 6865/? [42:13<00:00,  2.71it/s]
Epoch 0: |          | 6866/? [42:14<00:00,  2.71it/s]
Epoch 0: |          | 6866/? [42:14<00:00,  2.71it/s]
Epoch 0: |          | 6867/? [42:14<00:00,  2.71it/s]
Epoch 0: |          | 6867/? [42:14<00:00,  2.71it/s]
Epoch 0: |          | 6868/? [42:14<00:00,  2.71it/s]
Epoch 0: |          | 6868/? [42:14<00:00,  2.71it/s]
Epoch 0: |          | 6869/? [42:14<00:00,  2.71it/s]
Epoch 0: |          | 6869/? [42:14<00:00,  2.71it/s]
Epoch 0: |          | 6870/? [42:15<00:00,  2.71it/s]
Epoch 0: |          | 6870/? [42:15<00:00,  2.71it/s]
Epoch 0: |          | 6871/? [42:15<00:00,  2.71it/s]
Epoch 0: |          | 6871/? [42:15<00:00,  2.71it/s]
Epoch 0: |          | 6872/? [42:15<00:00,  2.71it/s]
Epoch 0: |          | 6872/? [42:15<00:00,  2.71it/s]
Epoch 0: |          | 6873/? [42:16<00:00,  2.71it/s]
Epoch 0: |          | 6873/? [42:16<00:00,  2.71it/s]
Epoch 0: |          | 6874/? [42:16<00:00,  2.71it/s]
Epoch 0: |          | 6874/? [42:16<00:00,  2.71it/s]
Epoch 0: |          | 6875/? [42:16<00:00,  2.71it/s]
Epoch 0: |          | 6875/? [42:16<00:00,  2.71it/s]
Epoch 0: |          | 6876/? [42:16<00:00,  2.71it/s]
Epoch 0: |          | 6876/? [42:16<00:00,  2.71it/s]
Epoch 0: |          | 6877/? [42:17<00:00,  2.71it/s]
Epoch 0: |          | 6877/? [42:17<00:00,  2.71it/s]
Epoch 0: |          | 6878/? [42:17<00:00,  2.71it/s]
Epoch 0: |          | 6878/? [42:17<00:00,  2.71it/s]
Epoch 0: |          | 6879/? [42:17<00:00,  2.71it/s]
Epoch 0: |          | 6879/? [42:17<00:00,  2.71it/s]
Epoch 0: |          | 6880/? [42:18<00:00,  2.71it/s]
Epoch 0: |          | 6880/? [42:18<00:00,  2.71it/s]
Epoch 0: |          | 6881/? [42:18<00:00,  2.71it/s]
Epoch 0: |          | 6881/? [42:18<00:00,  2.71it/s]
Epoch 0: |          | 6882/? [42:18<00:00,  2.71it/s]
Epoch 0: |          | 6882/? [42:18<00:00,  2.71it/s]
Epoch 0: |          | 6883/? [42:19<00:00,  2.71it/s]
Epoch 0: |          | 6883/? [42:19<00:00,  2.71it/s]
Epoch 0: |          | 6884/? [42:19<00:00,  2.71it/s]
Epoch 0: |          | 6884/? [42:19<00:00,  2.71it/s]
Epoch 0: |          | 6885/? [42:19<00:00,  2.71it/s]
Epoch 0: |          | 6885/? [42:19<00:00,  2.71it/s]
Epoch 0: |          | 6886/? [42:19<00:00,  2.71it/s]
Epoch 0: |          | 6886/? [42:19<00:00,  2.71it/s]
Epoch 0: |          | 6887/? [42:20<00:00,  2.71it/s]
Epoch 0: |          | 6887/? [42:20<00:00,  2.71it/s]
Epoch 0: |          | 6888/? [42:20<00:00,  2.71it/s]
Epoch 0: |          | 6888/? [42:20<00:00,  2.71it/s]
Epoch 0: |          | 6889/? [42:20<00:00,  2.71it/s]
Epoch 0: |          | 6889/? [42:20<00:00,  2.71it/s]
Epoch 0: |          | 6890/? [42:21<00:00,  2.71it/s]
Epoch 0: |          | 6890/? [42:21<00:00,  2.71it/s]
Epoch 0: |          | 6891/? [42:21<00:00,  2.71it/s]
Epoch 0: |          | 6891/? [42:21<00:00,  2.71it/s]
Epoch 0: |          | 6892/? [42:21<00:00,  2.71it/s]
Epoch 0: |          | 6892/? [42:21<00:00,  2.71it/s]
Epoch 0: |          | 6893/? [42:21<00:00,  2.71it/s]
Epoch 0: |          | 6893/? [42:21<00:00,  2.71it/s]
Epoch 0: |          | 6894/? [42:22<00:00,  2.71it/s]
Epoch 0: |          | 6894/? [42:22<00:00,  2.71it/s]
Epoch 0: |          | 6895/? [42:22<00:00,  2.71it/s]
Epoch 0: |          | 6895/? [42:22<00:00,  2.71it/s]
Epoch 0: |          | 6896/? [42:22<00:00,  2.71it/s]
Epoch 0: |          | 6896/? [42:22<00:00,  2.71it/s]
Epoch 0: |          | 6897/? [42:23<00:00,  2.71it/s]
Epoch 0: |          | 6897/? [42:23<00:00,  2.71it/s]
Epoch 0: |          | 6898/? [42:23<00:00,  2.71it/s]
Epoch 0: |          | 6898/? [42:23<00:00,  2.71it/s]
Epoch 0: |          | 6899/? [42:23<00:00,  2.71it/s]
Epoch 0: |          | 6899/? [42:23<00:00,  2.71it/s]
Epoch 0: |          | 6900/? [42:23<00:00,  2.71it/s]
Epoch 0: |          | 6900/? [42:23<00:00,  2.71it/s]
Epoch 0: |          | 6901/? [42:24<00:00,  2.71it/s]
Epoch 0: |          | 6901/? [42:24<00:00,  2.71it/s]
Epoch 0: |          | 6902/? [42:24<00:00,  2.71it/s]
Epoch 0: |          | 6902/? [42:24<00:00,  2.71it/s]
Epoch 0: |          | 6903/? [42:24<00:00,  2.71it/s]
Epoch 0: |          | 6903/? [42:24<00:00,  2.71it/s]
Epoch 0: |          | 6904/? [42:25<00:00,  2.71it/s]
Epoch 0: |          | 6904/? [42:25<00:00,  2.71it/s]
Epoch 0: |          | 6905/? [42:25<00:00,  2.71it/s]
Epoch 0: |          | 6905/? [42:25<00:00,  2.71it/s]
Epoch 0: |          | 6906/? [42:25<00:00,  2.71it/s]
Epoch 0: |          | 6906/? [42:25<00:00,  2.71it/s]
Epoch 0: |          | 6907/? [42:25<00:00,  2.71it/s]
Epoch 0: |          | 6907/? [42:25<00:00,  2.71it/s]
Epoch 0: |          | 6908/? [42:26<00:00,  2.71it/s]
Epoch 0: |          | 6908/? [42:26<00:00,  2.71it/s]
Epoch 0: |          | 6909/? [42:26<00:00,  2.71it/s]
Epoch 0: |          | 6909/? [42:26<00:00,  2.71it/s]
Epoch 0: |          | 6910/? [42:26<00:00,  2.71it/s]
Epoch 0: |          | 6910/? [42:26<00:00,  2.71it/s]
Epoch 0: |          | 6911/? [42:27<00:00,  2.71it/s]
Epoch 0: |          | 6911/? [42:27<00:00,  2.71it/s]
Epoch 0: |          | 6912/? [42:27<00:00,  2.71it/s]
Epoch 0: |          | 6912/? [42:27<00:00,  2.71it/s]
Epoch 0: |          | 6913/? [42:27<00:00,  2.71it/s]
Epoch 0: |          | 6913/? [42:27<00:00,  2.71it/s]
Epoch 0: |          | 6914/? [42:27<00:00,  2.71it/s]
Epoch 0: |          | 6914/? [42:27<00:00,  2.71it/s]
Epoch 0: |          | 6915/? [42:28<00:00,  2.71it/s]
Epoch 0: |          | 6915/? [42:28<00:00,  2.71it/s]
Epoch 0: |          | 6916/? [42:28<00:00,  2.71it/s]
Epoch 0: |          | 6916/? [42:28<00:00,  2.71it/s]
Epoch 0: |          | 6917/? [42:28<00:00,  2.71it/s]
Epoch 0: |          | 6917/? [42:28<00:00,  2.71it/s]
Epoch 0: |          | 6918/? [42:29<00:00,  2.71it/s]
Epoch 0: |          | 6918/? [42:29<00:00,  2.71it/s]
Epoch 0: |          | 6919/? [42:29<00:00,  2.71it/s]
Epoch 0: |          | 6919/? [42:29<00:00,  2.71it/s]
Epoch 0: |          | 6920/? [42:29<00:00,  2.71it/s]
Epoch 0: |          | 6920/? [42:29<00:00,  2.71it/s]
Epoch 0: |          | 6921/? [42:29<00:00,  2.71it/s]
Epoch 0: |          | 6921/? [42:29<00:00,  2.71it/s]
Epoch 0: |          | 6922/? [42:30<00:00,  2.71it/s]
Epoch 0: |          | 6922/? [42:30<00:00,  2.71it/s]
Epoch 0: |          | 6923/? [42:30<00:00,  2.71it/s]
Epoch 0: |          | 6923/? [42:30<00:00,  2.71it/s]
Epoch 0: |          | 6924/? [42:30<00:00,  2.71it/s]
Epoch 0: |          | 6924/? [42:30<00:00,  2.71it/s]
Epoch 0: |          | 6925/? [42:31<00:00,  2.71it/s]
Epoch 0: |          | 6925/? [42:31<00:00,  2.71it/s]
Epoch 0: |          | 6926/? [42:31<00:00,  2.71it/s]
Epoch 0: |          | 6926/? [42:31<00:00,  2.71it/s]
Epoch 0: |          | 6927/? [42:31<00:00,  2.71it/s]
Epoch 0: |          | 6927/? [42:31<00:00,  2.71it/s]
Epoch 0: |          | 6928/? [42:31<00:00,  2.71it/s]
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Epoch 0: |          | 6929/? [42:32<00:00,  2.71it/s]
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Epoch 0: |          | 6930/? [42:32<00:00,  2.72it/s]
Epoch 0: |          | 6930/? [42:32<00:00,  2.72it/s]
Epoch 0: |          | 6931/? [42:32<00:00,  2.72it/s]
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Epoch 0: |          | 6932/? [42:33<00:00,  2.72it/s]
Epoch 0: |          | 6932/? [42:33<00:00,  2.72it/s]
Epoch 0: |          | 6933/? [42:33<00:00,  2.72it/s]
Epoch 0: |          | 6933/? [42:33<00:00,  2.72it/s]
Epoch 0: |          | 6934/? [42:33<00:00,  2.72it/s]
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Epoch 0: |          | 6935/? [42:33<00:00,  2.72it/s]
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Epoch 0: |          | 6936/? [42:34<00:00,  2.72it/s]
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Epoch 0: |          | 6937/? [42:34<00:00,  2.72it/s]
Epoch 0: |          | 6937/? [42:34<00:00,  2.72it/s]
Epoch 0: |          | 6938/? [42:34<00:00,  2.72it/s]
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Epoch 0: |          | 6939/? [42:34<00:00,  2.72it/s]
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Epoch 0: |          | 6940/? [42:35<00:00,  2.72it/s]
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Epoch 0: |          | 6941/? [42:35<00:00,  2.72it/s]
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Epoch 0: |          | 6942/? [42:35<00:00,  2.72it/s]
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Epoch 0: |          | 6943/? [42:36<00:00,  2.72it/s]
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Epoch 0: |          | 6944/? [42:36<00:00,  2.72it/s]
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Epoch 0: |          | 6945/? [42:36<00:00,  2.72it/s]
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Epoch 0: |          | 6946/? [42:37<00:00,  2.72it/s]
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Epoch 0: |          | 6947/? [42:37<00:00,  2.72it/s]
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Epoch 0: |          | 6948/? [42:37<00:00,  2.72it/s]
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Epoch 0: |          | 6949/? [42:37<00:00,  2.72it/s]
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Epoch 0: |          | 6950/? [42:38<00:00,  2.72it/s]
Epoch 0: |          | 6950/? [42:38<00:00,  2.72it/s]
Epoch 0: |          | 6951/? [42:38<00:00,  2.72it/s]
Epoch 0: |          | 6951/? [42:38<00:00,  2.72it/s]
Epoch 0: |          | 6952/? [42:38<00:00,  2.72it/s]
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Epoch 0: |          | 6953/? [42:39<00:00,  2.72it/s]
Epoch 0: |          | 6953/? [42:39<00:00,  2.72it/s]
Epoch 0: |          | 6954/? [42:39<00:00,  2.72it/s]
Epoch 0: |          | 6954/? [42:39<00:00,  2.72it/s]
Epoch 0: |          | 6955/? [42:39<00:00,  2.72it/s]
Epoch 0: |          | 6955/? [42:39<00:00,  2.72it/s]
Epoch 0: |          | 6956/? [42:39<00:00,  2.72it/s]
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Epoch 0: |          | 6957/? [42:40<00:00,  2.72it/s]
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Epoch 0: |          | 6958/? [42:40<00:00,  2.72it/s]
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Epoch 0: |          | 6959/? [42:40<00:00,  2.72it/s]
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Epoch 0: |          | 6960/? [42:41<00:00,  2.72it/s]
Epoch 0: |          | 6960/? [42:41<00:00,  2.72it/s]
Epoch 0: |          | 6961/? [42:41<00:00,  2.72it/s]
Epoch 0: |          | 6961/? [42:41<00:00,  2.72it/s]
Epoch 0: |          | 6962/? [42:41<00:00,  2.72it/s]
Epoch 0: |          | 6962/? [42:41<00:00,  2.72it/s]
Epoch 0: |          | 6963/? [42:41<00:00,  2.72it/s]
Epoch 0: |          | 6963/? [42:41<00:00,  2.72it/s]
Epoch 0: |          | 6964/? [42:42<00:00,  2.72it/s]
Epoch 0: |          | 6964/? [42:42<00:00,  2.72it/s]
Epoch 0: |          | 6965/? [42:42<00:00,  2.72it/s]
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Epoch 0: |          | 6966/? [42:42<00:00,  2.72it/s]
Epoch 0: |          | 6966/? [42:42<00:00,  2.72it/s]
Epoch 0: |          | 6967/? [42:43<00:00,  2.72it/s]
Epoch 0: |          | 6967/? [42:43<00:00,  2.72it/s]
Epoch 0: |          | 6968/? [42:43<00:00,  2.72it/s]
Epoch 0: |          | 6968/? [42:43<00:00,  2.72it/s]
Epoch 0: |          | 6969/? [42:43<00:00,  2.72it/s]
Epoch 0: |          | 6969/? [42:43<00:00,  2.72it/s]
Epoch 0: |          | 6970/? [42:43<00:00,  2.72it/s]
Epoch 0: |          | 6970/? [42:43<00:00,  2.72it/s]
Epoch 0: |          | 6971/? [42:44<00:00,  2.72it/s]
Epoch 0: |          | 6971/? [42:44<00:00,  2.72it/s]
Epoch 0: |          | 6972/? [42:44<00:00,  2.72it/s]
Epoch 0: |          | 6972/? [42:44<00:00,  2.72it/s]
Epoch 0: |          | 6973/? [42:44<00:00,  2.72it/s]
Epoch 0: |          | 6973/? [42:44<00:00,  2.72it/s]
Epoch 0: |          | 6974/? [42:45<00:00,  2.72it/s]
Epoch 0: |          | 6974/? [42:45<00:00,  2.72it/s]
Epoch 0: |          | 6975/? [42:45<00:00,  2.72it/s]
Epoch 0: |          | 6975/? [42:45<00:00,  2.72it/s]
Epoch 0: |          | 6976/? [42:45<00:00,  2.72it/s]
Epoch 0: |          | 6976/? [42:45<00:00,  2.72it/s]
Epoch 0: |          | 6977/? [42:45<00:00,  2.72it/s]
Epoch 0: |          | 6977/? [42:45<00:00,  2.72it/s]
Epoch 0: |          | 6978/? [42:46<00:00,  2.72it/s]
Epoch 0: |          | 6978/? [42:46<00:00,  2.72it/s]
Epoch 0: |          | 6979/? [42:46<00:00,  2.72it/s]
Epoch 0: |          | 6979/? [42:46<00:00,  2.72it/s]
Epoch 0: |          | 6980/? [42:46<00:00,  2.72it/s]
Epoch 0: |          | 6980/? [42:46<00:00,  2.72it/s]
Epoch 0: |          | 6981/? [42:47<00:00,  2.72it/s]
Epoch 0: |          | 6981/? [42:47<00:00,  2.72it/s]
Epoch 0: |          | 6982/? [42:47<00:00,  2.72it/s]
Epoch 0: |          | 6982/? [42:47<00:00,  2.72it/s]
Epoch 0: |          | 6983/? [42:47<00:00,  2.72it/s]
Epoch 0: |          | 6983/? [42:47<00:00,  2.72it/s]
Epoch 0: |          | 6984/? [42:47<00:00,  2.72it/s]
Epoch 0: |          | 6984/? [42:47<00:00,  2.72it/s]
Epoch 0: |          | 6985/? [42:48<00:00,  2.72it/s]
Epoch 0: |          | 6985/? [42:48<00:00,  2.72it/s]
Epoch 0: |          | 6986/? [42:48<00:00,  2.72it/s]
Epoch 0: |          | 6986/? [42:48<00:00,  2.72it/s]
Epoch 0: |          | 6987/? [42:48<00:00,  2.72it/s]
Epoch 0: |          | 6987/? [42:48<00:00,  2.72it/s]
Epoch 0: |          | 6988/? [42:49<00:00,  2.72it/s]
Epoch 0: |          | 6988/? [42:49<00:00,  2.72it/s]
Epoch 0: |          | 6989/? [42:49<00:00,  2.72it/s]
Epoch 0: |          | 6989/? [42:49<00:00,  2.72it/s]
Epoch 0: |          | 6990/? [42:49<00:00,  2.72it/s]
Epoch 0: |          | 6990/? [42:49<00:00,  2.72it/s]
Epoch 0: |          | 6991/? [42:49<00:00,  2.72it/s]
Epoch 0: |          | 6991/? [42:49<00:00,  2.72it/s]
Epoch 0: |          | 6992/? [42:50<00:00,  2.72it/s]
Epoch 0: |          | 6992/? [42:50<00:00,  2.72it/s]
Epoch 0: |          | 6993/? [42:50<00:00,  2.72it/s]
Epoch 0: |          | 6993/? [42:50<00:00,  2.72it/s]
Epoch 0: |          | 6994/? [42:50<00:00,  2.72it/s]
Epoch 0: |          | 6994/? [42:50<00:00,  2.72it/s]
Epoch 0: |          | 6995/? [42:51<00:00,  2.72it/s]
Epoch 0: |          | 6995/? [42:51<00:00,  2.72it/s]
Epoch 0: |          | 6996/? [42:51<00:00,  2.72it/s]
Epoch 0: |          | 6996/? [42:51<00:00,  2.72it/s]
Epoch 0: |          | 6997/? [42:51<00:00,  2.72it/s]
Epoch 0: |          | 6997/? [42:51<00:00,  2.72it/s]
Epoch 0: |          | 6998/? [42:51<00:00,  2.72it/s]
Epoch 0: |          | 6998/? [42:51<00:00,  2.72it/s]
Epoch 0: |          | 6999/? [42:52<00:00,  2.72it/s]
Epoch 0: |          | 6999/? [42:52<00:00,  2.72it/s]
Epoch 0: |          | 7000/? [42:52<00:00,  2.72it/s]
Epoch 0: |          | 7000/? [42:52<00:00,  2.72it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.77it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.21it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.08it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.98it/s]

Epoch 0: |          | 7000/? [42:52<00:00,  2.72it/s]
Epoch 0: |          | 7001/? [42:53<00:00,  2.72it/s]
Epoch 0: |          | 7001/? [42:53<00:00,  2.72it/s]
Epoch 0: |          | 7002/? [42:53<00:00,  2.72it/s]
Epoch 0: |          | 7002/? [42:53<00:00,  2.72it/s]
Epoch 0: |          | 7003/? [42:53<00:00,  2.72it/s]
Epoch 0: |          | 7003/? [42:53<00:00,  2.72it/s]
Epoch 0: |          | 7004/? [42:54<00:00,  2.72it/s]
Epoch 0: |          | 7004/? [42:54<00:00,  2.72it/s]
Epoch 0: |          | 7005/? [42:54<00:00,  2.72it/s]
Epoch 0: |          | 7005/? [42:54<00:00,  2.72it/s]
Epoch 0: |          | 7006/? [42:54<00:00,  2.72it/s]
Epoch 0: |          | 7006/? [42:54<00:00,  2.72it/s]
Epoch 0: |          | 7007/? [42:54<00:00,  2.72it/s]
Epoch 0: |          | 7007/? [42:54<00:00,  2.72it/s]
Epoch 0: |          | 7008/? [42:55<00:00,  2.72it/s]
Epoch 0: |          | 7008/? [42:55<00:00,  2.72it/s]
Epoch 0: |          | 7009/? [42:55<00:00,  2.72it/s]
Epoch 0: |          | 7009/? [42:55<00:00,  2.72it/s]
Epoch 0: |          | 7010/? [42:55<00:00,  2.72it/s]
Epoch 0: |          | 7010/? [42:55<00:00,  2.72it/s]
Epoch 0: |          | 7011/? [42:56<00:00,  2.72it/s]
Epoch 0: |          | 7011/? [42:56<00:00,  2.72it/s]
Epoch 0: |          | 7012/? [42:56<00:00,  2.72it/s]
Epoch 0: |          | 7012/? [42:56<00:00,  2.72it/s]
Epoch 0: |          | 7013/? [42:56<00:00,  2.72it/s]
Epoch 0: |          | 7013/? [42:56<00:00,  2.72it/s]
Epoch 0: |          | 7014/? [42:56<00:00,  2.72it/s]
Epoch 0: |          | 7014/? [42:56<00:00,  2.72it/s]
Epoch 0: |          | 7015/? [42:57<00:00,  2.72it/s]
Epoch 0: |          | 7015/? [42:57<00:00,  2.72it/s]
Epoch 0: |          | 7016/? [42:57<00:00,  2.72it/s]
Epoch 0: |          | 7016/? [42:57<00:00,  2.72it/s]
Epoch 0: |          | 7017/? [42:57<00:00,  2.72it/s]
Epoch 0: |          | 7017/? [42:57<00:00,  2.72it/s]
Epoch 0: |          | 7018/? [42:58<00:00,  2.72it/s]
Epoch 0: |          | 7018/? [42:58<00:00,  2.72it/s]
Epoch 0: |          | 7019/? [42:58<00:00,  2.72it/s]
Epoch 0: |          | 7019/? [42:58<00:00,  2.72it/s]
Epoch 0: |          | 7020/? [42:58<00:00,  2.72it/s]
Epoch 0: |          | 7020/? [42:58<00:00,  2.72it/s]
Epoch 0: |          | 7021/? [42:58<00:00,  2.72it/s]
Epoch 0: |          | 7021/? [42:58<00:00,  2.72it/s]
Epoch 0: |          | 7022/? [42:59<00:00,  2.72it/s]
Epoch 0: |          | 7022/? [42:59<00:00,  2.72it/s]
Epoch 0: |          | 7023/? [42:59<00:00,  2.72it/s]
Epoch 0: |          | 7023/? [42:59<00:00,  2.72it/s]
Epoch 0: |          | 7024/? [42:59<00:00,  2.72it/s]
Epoch 0: |          | 7024/? [42:59<00:00,  2.72it/s]
Epoch 0: |          | 7025/? [43:00<00:00,  2.72it/s]
Epoch 0: |          | 7025/? [43:00<00:00,  2.72it/s]
Epoch 0: |          | 7026/? [43:00<00:00,  2.72it/s]
Epoch 0: |          | 7026/? [43:00<00:00,  2.72it/s]
Epoch 0: |          | 7027/? [43:00<00:00,  2.72it/s]
Epoch 0: |          | 7027/? [43:00<00:00,  2.72it/s]
Epoch 0: |          | 7028/? [43:00<00:00,  2.72it/s]
Epoch 0: |          | 7028/? [43:00<00:00,  2.72it/s]
Epoch 0: |          | 7029/? [43:01<00:00,  2.72it/s]
Epoch 0: |          | 7029/? [43:01<00:00,  2.72it/s]
Epoch 0: |          | 7030/? [43:01<00:00,  2.72it/s]
Epoch 0: |          | 7030/? [43:01<00:00,  2.72it/s]
Epoch 0: |          | 7031/? [43:01<00:00,  2.72it/s]
Epoch 0: |          | 7031/? [43:01<00:00,  2.72it/s]
Epoch 0: |          | 7032/? [43:02<00:00,  2.72it/s]
Epoch 0: |          | 7032/? [43:02<00:00,  2.72it/s]
Epoch 0: |          | 7033/? [43:02<00:00,  2.72it/s]
Epoch 0: |          | 7033/? [43:02<00:00,  2.72it/s]
Epoch 0: |          | 7034/? [43:02<00:00,  2.72it/s]
Epoch 0: |          | 7034/? [43:02<00:00,  2.72it/s]
Epoch 0: |          | 7035/? [43:02<00:00,  2.72it/s]
Epoch 0: |          | 7035/? [43:02<00:00,  2.72it/s]
Epoch 0: |          | 7036/? [43:03<00:00,  2.72it/s]
Epoch 0: |          | 7036/? [43:03<00:00,  2.72it/s]
Epoch 0: |          | 7037/? [43:03<00:00,  2.72it/s]
Epoch 0: |          | 7037/? [43:03<00:00,  2.72it/s]
Epoch 0: |          | 7038/? [43:03<00:00,  2.72it/s]
Epoch 0: |          | 7038/? [43:03<00:00,  2.72it/s]
Epoch 0: |          | 7039/? [43:04<00:00,  2.72it/s]
Epoch 0: |          | 7039/? [43:04<00:00,  2.72it/s]
Epoch 0: |          | 7040/? [43:04<00:00,  2.72it/s]
Epoch 0: |          | 7040/? [43:04<00:00,  2.72it/s]
Epoch 0: |          | 7041/? [43:04<00:00,  2.72it/s]
Epoch 0: |          | 7041/? [43:04<00:00,  2.72it/s]
Epoch 0: |          | 7042/? [43:04<00:00,  2.72it/s]
Epoch 0: |          | 7042/? [43:04<00:00,  2.72it/s]
Epoch 0: |          | 7043/? [43:05<00:00,  2.72it/s]
Epoch 0: |          | 7043/? [43:05<00:00,  2.72it/s]
Epoch 0: |          | 7044/? [43:05<00:00,  2.72it/s]
Epoch 0: |          | 7044/? [43:05<00:00,  2.72it/s]
Epoch 0: |          | 7045/? [43:05<00:00,  2.72it/s]
Epoch 0: |          | 7045/? [43:05<00:00,  2.72it/s]
Epoch 0: |          | 7046/? [43:06<00:00,  2.72it/s]
Epoch 0: |          | 7046/? [43:06<00:00,  2.72it/s]
Epoch 0: |          | 7047/? [43:06<00:00,  2.72it/s]
Epoch 0: |          | 7047/? [43:06<00:00,  2.72it/s]
Epoch 0: |          | 7048/? [43:06<00:00,  2.72it/s]
Epoch 0: |          | 7048/? [43:06<00:00,  2.72it/s]
Epoch 0: |          | 7049/? [43:06<00:00,  2.72it/s]
Epoch 0: |          | 7049/? [43:06<00:00,  2.72it/s]
Epoch 0: |          | 7050/? [43:07<00:00,  2.73it/s]
Epoch 0: |          | 7050/? [43:07<00:00,  2.73it/s]
Epoch 0: |          | 7051/? [43:07<00:00,  2.73it/s]
Epoch 0: |          | 7051/? [43:07<00:00,  2.73it/s]
Epoch 0: |          | 7052/? [43:07<00:00,  2.73it/s]
Epoch 0: |          | 7052/? [43:07<00:00,  2.73it/s]
Epoch 0: |          | 7053/? [43:08<00:00,  2.73it/s]
Epoch 0: |          | 7053/? [43:08<00:00,  2.73it/s]
Epoch 0: |          | 7054/? [43:08<00:00,  2.73it/s]
Epoch 0: |          | 7054/? [43:08<00:00,  2.73it/s]
Epoch 0: |          | 7055/? [43:08<00:00,  2.73it/s]
Epoch 0: |          | 7055/? [43:08<00:00,  2.73it/s]
Epoch 0: |          | 7056/? [43:08<00:00,  2.73it/s]
Epoch 0: |          | 7056/? [43:08<00:00,  2.73it/s]
Epoch 0: |          | 7057/? [43:09<00:00,  2.73it/s]
Epoch 0: |          | 7057/? [43:09<00:00,  2.73it/s]
Epoch 0: |          | 7058/? [43:09<00:00,  2.73it/s]
Epoch 0: |          | 7058/? [43:09<00:00,  2.73it/s]
Epoch 0: |          | 7059/? [43:09<00:00,  2.73it/s]
Epoch 0: |          | 7059/? [43:09<00:00,  2.73it/s]
Epoch 0: |          | 7060/? [43:10<00:00,  2.73it/s]
Epoch 0: |          | 7060/? [43:10<00:00,  2.73it/s]
Epoch 0: |          | 7061/? [43:10<00:00,  2.73it/s]
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Validation: |          | 0/? [00:00<?, ?it/s]
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Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.33it/s]
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Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.97it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.49it/s]

Epoch 0: |          | 7200/? [43:50<00:00,  2.74it/s]
Epoch 0: |          | 7201/? [43:50<00:00,  2.74it/s]
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Epoch 0: |          | 7211/? [43:53<00:00,  2.74it/s]
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Epoch 0: |          | 7260/? [44:07<00:00,  2.74it/s]
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Epoch 0: |          | 7261/? [44:07<00:00,  2.74it/s]
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Epoch 0: |          | 7264/? [44:08<00:00,  2.74it/s]
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Epoch 0: |          | 7265/? [44:08<00:00,  2.74it/s]
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Epoch 0: |          | 7270/? [44:10<00:00,  2.74it/s]
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Epoch 0: |          | 7271/? [44:10<00:00,  2.74it/s]
Epoch 0: |          | 7271/? [44:10<00:00,  2.74it/s]
Epoch 0: |          | 7272/? [44:10<00:00,  2.74it/s]
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Epoch 0: |          | 7273/? [44:11<00:00,  2.74it/s]
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Epoch 0: |          | 7274/? [44:11<00:00,  2.74it/s]
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Epoch 0: |          | 7275/? [44:11<00:00,  2.74it/s]
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Epoch 0: |          | 7276/? [44:11<00:00,  2.74it/s]
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Epoch 0: |          | 7277/? [44:12<00:00,  2.74it/s]
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Epoch 0: |          | 7279/? [44:12<00:00,  2.74it/s]
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Epoch 0: |          | 7280/? [44:13<00:00,  2.74it/s]
Epoch 0: |          | 7280/? [44:13<00:00,  2.74it/s]
Epoch 0: |          | 7281/? [44:13<00:00,  2.74it/s]
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Epoch 0: |          | 7282/? [44:13<00:00,  2.74it/s]
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Epoch 0: |          | 7283/? [44:13<00:00,  2.74it/s]
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Epoch 0: |          | 7284/? [44:14<00:00,  2.74it/s]
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Epoch 0: |          | 7288/? [44:15<00:00,  2.74it/s]
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Epoch 0: |          | 7290/? [44:15<00:00,  2.74it/s]
Epoch 0: |          | 7290/? [44:15<00:00,  2.74it/s]
Epoch 0: |          | 7291/? [44:16<00:00,  2.74it/s]
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Epoch 0: |          | 7292/? [44:16<00:00,  2.75it/s]
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Epoch 0: |          | 7293/? [44:16<00:00,  2.75it/s]
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Epoch 0: |          | 7294/? [44:16<00:00,  2.75it/s]
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Epoch 0: |          | 7295/? [44:17<00:00,  2.75it/s]
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Epoch 0: |          | 7296/? [44:17<00:00,  2.75it/s]
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Epoch 0: |          | 7297/? [44:17<00:00,  2.75it/s]
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Epoch 0: |          | 7298/? [44:18<00:00,  2.75it/s]
Epoch 0: |          | 7298/? [44:18<00:00,  2.75it/s]
Epoch 0: |          | 7299/? [44:18<00:00,  2.75it/s]
Epoch 0: |          | 7299/? [44:18<00:00,  2.75it/s]
Epoch 0: |          | 7300/? [44:18<00:00,  2.75it/s]
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Epoch 0: |          | 7301/? [44:19<00:00,  2.75it/s]
Epoch 0: |          | 7301/? [44:19<00:00,  2.75it/s]
Epoch 0: |          | 7302/? [44:19<00:00,  2.75it/s]
Epoch 0: |          | 7302/? [44:19<00:00,  2.75it/s]
Epoch 0: |          | 7303/? [44:19<00:00,  2.75it/s]
Epoch 0: |          | 7303/? [44:19<00:00,  2.75it/s]
Epoch 0: |          | 7304/? [44:19<00:00,  2.75it/s]
Epoch 0: |          | 7304/? [44:19<00:00,  2.75it/s]
Epoch 0: |          | 7305/? [44:20<00:00,  2.75it/s]
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Epoch 0: |          | 7306/? [44:20<00:00,  2.75it/s]
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Epoch 0: |          | 7307/? [44:20<00:00,  2.75it/s]
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Epoch 0: |          | 7308/? [44:21<00:00,  2.75it/s]
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Epoch 0: |          | 7309/? [44:21<00:00,  2.75it/s]
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Epoch 0: |          | 7310/? [44:21<00:00,  2.75it/s]
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Epoch 0: |          | 7311/? [44:21<00:00,  2.75it/s]
Epoch 0: |          | 7311/? [44:21<00:00,  2.75it/s]
Epoch 0: |          | 7312/? [44:22<00:00,  2.75it/s]
Epoch 0: |          | 7312/? [44:22<00:00,  2.75it/s]
Epoch 0: |          | 7313/? [44:22<00:00,  2.75it/s]
Epoch 0: |          | 7313/? [44:22<00:00,  2.75it/s]
Epoch 0: |          | 7314/? [44:22<00:00,  2.75it/s]
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Epoch 0: |          | 7315/? [44:23<00:00,  2.75it/s]
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Epoch 0: |          | 7316/? [44:23<00:00,  2.75it/s]
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Epoch 0: |          | 7317/? [44:23<00:00,  2.75it/s]
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Epoch 0: |          | 7318/? [44:23<00:00,  2.75it/s]
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Epoch 0: |          | 7319/? [44:24<00:00,  2.75it/s]
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Epoch 0: |          | 7320/? [44:24<00:00,  2.75it/s]
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Epoch 0: |          | 7321/? [44:24<00:00,  2.75it/s]
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Epoch 0: |          | 7322/? [44:25<00:00,  2.75it/s]
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Epoch 0: |          | 7326/? [44:26<00:00,  2.75it/s]
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Epoch 0: |          | 7327/? [44:26<00:00,  2.75it/s]
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Epoch 0: |          | 7328/? [44:26<00:00,  2.75it/s]
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Epoch 0: |          | 7329/? [44:27<00:00,  2.75it/s]
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Epoch 0: |          | 7330/? [44:27<00:00,  2.75it/s]
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Epoch 0: |          | 7331/? [44:27<00:00,  2.75it/s]
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Epoch 0: |          | 7332/? [44:27<00:00,  2.75it/s]
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Epoch 0: |          | 7333/? [44:28<00:00,  2.75it/s]
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Epoch 0: |          | 7336/? [44:29<00:00,  2.75it/s]
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Epoch 0: |          | 7337/? [44:29<00:00,  2.75it/s]
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Epoch 0: |          | 7364/? [44:36<00:00,  2.75it/s]
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Epoch 0: |          | 7365/? [44:37<00:00,  2.75it/s]
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Epoch 0: |          | 7369/? [44:38<00:00,  2.75it/s]
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Epoch 0: |          | 7370/? [44:38<00:00,  2.75it/s]
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Epoch 0: |          | 7371/? [44:38<00:00,  2.75it/s]
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Epoch 0: |          | 7372/? [44:39<00:00,  2.75it/s]
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Epoch 0: |          | 7373/? [44:39<00:00,  2.75it/s]
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Epoch 0: |          | 7375/? [44:40<00:00,  2.75it/s]
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Epoch 0: |          | 7379/? [44:41<00:00,  2.75it/s]
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Epoch 0: |          | 7380/? [44:41<00:00,  2.75it/s]
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Epoch 0: |          | 7381/? [44:41<00:00,  2.75it/s]
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Epoch 0: |          | 7382/? [44:42<00:00,  2.75it/s]
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Epoch 0: |          | 7399/? [44:47<00:00,  2.75it/s]
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Epoch 0: |          | 7400/? [44:47<00:00,  2.75it/s]
Epoch 0: |          | 7400/? [44:47<00:00,  2.75it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.97it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.48it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.36it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.05it/s]

Epoch 0: |          | 7400/? [44:47<00:00,  2.75it/s]
Epoch 0: |          | 7401/? [44:47<00:00,  2.75it/s]
Epoch 0: |          | 7401/? [44:47<00:00,  2.75it/s]
Epoch 0: |          | 7402/? [44:48<00:00,  2.75it/s]
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Epoch 0: |          | 7403/? [44:48<00:00,  2.75it/s]
Epoch 0: |          | 7403/? [44:48<00:00,  2.75it/s]
Epoch 0: |          | 7404/? [44:48<00:00,  2.75it/s]
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Epoch 0: |          | 7405/? [44:49<00:00,  2.75it/s]
Epoch 0: |          | 7405/? [44:49<00:00,  2.75it/s]
Epoch 0: |          | 7406/? [44:49<00:00,  2.75it/s]
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Epoch 0: |          | 7407/? [44:49<00:00,  2.75it/s]
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Epoch 0: |          | 7408/? [44:49<00:00,  2.75it/s]
Epoch 0: |          | 7408/? [44:49<00:00,  2.75it/s]
Epoch 0: |          | 7409/? [44:50<00:00,  2.75it/s]
Epoch 0: |          | 7409/? [44:50<00:00,  2.75it/s]
Epoch 0: |          | 7410/? [44:50<00:00,  2.75it/s]
Epoch 0: |          | 7410/? [44:50<00:00,  2.75it/s]
Epoch 0: |          | 7411/? [44:50<00:00,  2.75it/s]
Epoch 0: |          | 7411/? [44:50<00:00,  2.75it/s]
Epoch 0: |          | 7412/? [44:51<00:00,  2.75it/s]
Epoch 0: |          | 7412/? [44:51<00:00,  2.75it/s]
Epoch 0: |          | 7413/? [44:51<00:00,  2.75it/s]
Epoch 0: |          | 7413/? [44:51<00:00,  2.75it/s]
Epoch 0: |          | 7414/? [44:51<00:00,  2.75it/s]
Epoch 0: |          | 7414/? [44:51<00:00,  2.75it/s]
Epoch 0: |          | 7415/? [44:51<00:00,  2.75it/s]
Epoch 0: |          | 7415/? [44:51<00:00,  2.75it/s]
Epoch 0: |          | 7416/? [44:52<00:00,  2.75it/s]
Epoch 0: |          | 7416/? [44:52<00:00,  2.75it/s]
Epoch 0: |          | 7417/? [44:52<00:00,  2.75it/s]
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Epoch 0: |          | 7418/? [44:52<00:00,  2.75it/s]
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Epoch 0: |          | 7419/? [44:53<00:00,  2.75it/s]
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Epoch 0: |          | 7420/? [44:53<00:00,  2.75it/s]
Epoch 0: |          | 7420/? [44:53<00:00,  2.75it/s]
Epoch 0: |          | 7421/? [44:53<00:00,  2.76it/s]
Epoch 0: |          | 7421/? [44:53<00:00,  2.76it/s]
Epoch 0: |          | 7422/? [44:53<00:00,  2.76it/s]
Epoch 0: |          | 7422/? [44:53<00:00,  2.76it/s]
Epoch 0: |          | 7423/? [44:54<00:00,  2.76it/s]
Epoch 0: |          | 7423/? [44:54<00:00,  2.76it/s]
Epoch 0: |          | 7424/? [44:54<00:00,  2.76it/s]
Epoch 0: |          | 7424/? [44:54<00:00,  2.76it/s]
Epoch 0: |          | 7425/? [44:54<00:00,  2.76it/s]
Epoch 0: |          | 7425/? [44:54<00:00,  2.76it/s]
Epoch 0: |          | 7426/? [44:54<00:00,  2.76it/s]
Epoch 0: |          | 7426/? [44:54<00:00,  2.76it/s]
Epoch 0: |          | 7427/? [44:55<00:00,  2.76it/s]
Epoch 0: |          | 7427/? [44:55<00:00,  2.76it/s]
Epoch 0: |          | 7428/? [44:55<00:00,  2.76it/s]
Epoch 0: |          | 7428/? [44:55<00:00,  2.76it/s]
Epoch 0: |          | 7429/? [44:55<00:00,  2.76it/s]
Epoch 0: |          | 7429/? [44:55<00:00,  2.76it/s]
Epoch 0: |          | 7430/? [44:56<00:00,  2.76it/s]
Epoch 0: |          | 7430/? [44:56<00:00,  2.76it/s]
Epoch 0: |          | 7431/? [44:56<00:00,  2.76it/s]
Epoch 0: |          | 7431/? [44:56<00:00,  2.76it/s]
Epoch 0: |          | 7432/? [44:56<00:00,  2.76it/s]
Epoch 0: |          | 7432/? [44:56<00:00,  2.76it/s]
Epoch 0: |          | 7433/? [44:57<00:00,  2.76it/s]
Epoch 0: |          | 7433/? [44:57<00:00,  2.76it/s]
Epoch 0: |          | 7434/? [44:57<00:00,  2.76it/s]
Epoch 0: |          | 7434/? [44:57<00:00,  2.76it/s]
Epoch 0: |          | 7435/? [44:57<00:00,  2.76it/s]
Epoch 0: |          | 7435/? [44:57<00:00,  2.76it/s]
Epoch 0: |          | 7436/? [44:57<00:00,  2.76it/s]
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Epoch 0: |          | 7437/? [44:58<00:00,  2.76it/s]
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Epoch 0: |          | 7438/? [44:58<00:00,  2.76it/s]
Epoch 0: |          | 7438/? [44:58<00:00,  2.76it/s]
Epoch 0: |          | 7439/? [44:58<00:00,  2.76it/s]
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Epoch 0: |          | 7440/? [44:59<00:00,  2.76it/s]
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Epoch 0: |          | 7441/? [44:59<00:00,  2.76it/s]
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Epoch 0: |          | 7444/? [45:00<00:00,  2.76it/s]
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Epoch 0: |          | 7445/? [45:00<00:00,  2.76it/s]
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Epoch 0: |          | 7446/? [45:00<00:00,  2.76it/s]
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Epoch 0: |          | 7449/? [45:01<00:00,  2.76it/s]
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Epoch 0: |          | 7450/? [45:01<00:00,  2.76it/s]
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Epoch 0: |          | 7451/? [45:02<00:00,  2.76it/s]
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Epoch 0: |          | 7452/? [45:02<00:00,  2.76it/s]
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Epoch 0: |          | 7453/? [45:02<00:00,  2.76it/s]
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Epoch 0: |          | 7455/? [45:03<00:00,  2.76it/s]
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Epoch 0: |          | 7460/? [45:04<00:00,  2.76it/s]
Epoch 0: |          | 7460/? [45:04<00:00,  2.76it/s]
Epoch 0: |          | 7461/? [45:05<00:00,  2.76it/s]
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Epoch 0: |          | 7463/? [45:05<00:00,  2.76it/s]
Epoch 0: |          | 7463/? [45:05<00:00,  2.76it/s]
Epoch 0: |          | 7464/? [45:05<00:00,  2.76it/s]
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Epoch 0: |          | 7465/? [45:06<00:00,  2.76it/s]
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Epoch 0: |          | 7466/? [45:06<00:00,  2.76it/s]
Epoch 0: |          | 7466/? [45:06<00:00,  2.76it/s]
Epoch 0: |          | 7467/? [45:06<00:00,  2.76it/s]
Epoch 0: |          | 7467/? [45:06<00:00,  2.76it/s]
Epoch 0: |          | 7468/? [45:07<00:00,  2.76it/s]
Epoch 0: |          | 7468/? [45:07<00:00,  2.76it/s]
Epoch 0: |          | 7469/? [45:07<00:00,  2.76it/s]
Epoch 0: |          | 7469/? [45:07<00:00,  2.76it/s]
Epoch 0: |          | 7470/? [45:07<00:00,  2.76it/s]
Epoch 0: |          | 7470/? [45:07<00:00,  2.76it/s]
Epoch 0: |          | 7471/? [45:07<00:00,  2.76it/s]
Epoch 0: |          | 7471/? [45:07<00:00,  2.76it/s]
Epoch 0: |          | 7472/? [45:08<00:00,  2.76it/s]
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Epoch 0: |          | 7503/? [45:16<00:00,  2.76it/s]
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Epoch 0: |          | 7509/? [45:18<00:00,  2.76it/s]
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Epoch 0: |          | 7510/? [45:18<00:00,  2.76it/s]
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Epoch 0: |          | 7511/? [45:19<00:00,  2.76it/s]
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Epoch 0: |          | 7512/? [45:19<00:00,  2.76it/s]
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Epoch 0: |          | 7513/? [45:19<00:00,  2.76it/s]
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Epoch 0: |          | 7514/? [45:20<00:00,  2.76it/s]
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Epoch 0: |          | 7518/? [45:21<00:00,  2.76it/s]
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Epoch 0: |          | 7519/? [45:21<00:00,  2.76it/s]
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Epoch 0: |          | 7521/? [45:22<00:00,  2.76it/s]
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Epoch 0: |          | 7522/? [45:22<00:00,  2.76it/s]
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Epoch 0: |          | 7523/? [45:22<00:00,  2.76it/s]
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Epoch 0: |          | 7524/? [45:22<00:00,  2.76it/s]
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Epoch 0: |          | 7525/? [45:23<00:00,  2.76it/s]
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Epoch 0: |          | 7526/? [45:23<00:00,  2.76it/s]
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Epoch 0: |          | 7527/? [45:23<00:00,  2.76it/s]
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Epoch 0: |          | 7528/? [45:23<00:00,  2.76it/s]
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Epoch 0: |          | 7529/? [45:24<00:00,  2.76it/s]
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Epoch 0: |          | 7530/? [45:24<00:00,  2.76it/s]
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Epoch 0: |          | 7531/? [45:24<00:00,  2.76it/s]
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Epoch 0: |          | 7532/? [45:25<00:00,  2.76it/s]
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Epoch 0: |          | 7535/? [45:25<00:00,  2.76it/s]
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Epoch 0: |          | 7536/? [45:26<00:00,  2.76it/s]
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Epoch 0: |          | 7538/? [45:26<00:00,  2.76it/s]
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Epoch 0: |          | 7539/? [45:27<00:00,  2.76it/s]
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Epoch 0: |          | 7540/? [45:27<00:00,  2.76it/s]
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Epoch 0: |          | 7560/? [45:33<00:00,  2.77it/s]
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Epoch 0: |          | 7561/? [45:33<00:00,  2.77it/s]
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Epoch 0: |          | 7564/? [45:34<00:00,  2.77it/s]
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Epoch 0: |          | 7565/? [45:34<00:00,  2.77it/s]
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Epoch 0: |          | 7566/? [45:34<00:00,  2.77it/s]
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Epoch 0: |          | 7567/? [45:35<00:00,  2.77it/s]
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Epoch 0: |          | 7568/? [45:35<00:00,  2.77it/s]
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Epoch 0: |          | 7569/? [45:35<00:00,  2.77it/s]
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Epoch 0: |          | 7570/? [45:36<00:00,  2.77it/s]
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Epoch 0: |          | 7571/? [45:36<00:00,  2.77it/s]
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Epoch 0: |          | 7574/? [45:37<00:00,  2.77it/s]
Epoch 0: |          | 7574/? [45:37<00:00,  2.77it/s]
Epoch 0: |          | 7575/? [45:37<00:00,  2.77it/s]
Epoch 0: |          | 7575/? [45:37<00:00,  2.77it/s]
Epoch 0: |          | 7576/? [45:37<00:00,  2.77it/s]
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Epoch 0: |          | 7577/? [45:37<00:00,  2.77it/s]
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Epoch 0: |          | 7578/? [45:38<00:00,  2.77it/s]
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Epoch 0: |          | 7579/? [45:38<00:00,  2.77it/s]
Epoch 0: |          | 7579/? [45:38<00:00,  2.77it/s]
Epoch 0: |          | 7580/? [45:38<00:00,  2.77it/s]
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Epoch 0: |          | 7581/? [45:39<00:00,  2.77it/s]
Epoch 0: |          | 7581/? [45:39<00:00,  2.77it/s]
Epoch 0: |          | 7582/? [45:39<00:00,  2.77it/s]
Epoch 0: |          | 7582/? [45:39<00:00,  2.77it/s]
Epoch 0: |          | 7583/? [45:39<00:00,  2.77it/s]
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Epoch 0: |          | 7584/? [45:39<00:00,  2.77it/s]
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Epoch 0: |          | 7585/? [45:40<00:00,  2.77it/s]
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Epoch 0: |          | 7586/? [45:40<00:00,  2.77it/s]
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Epoch 0: |          | 7587/? [45:40<00:00,  2.77it/s]
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Epoch 0: |          | 7588/? [45:41<00:00,  2.77it/s]
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Epoch 0: |          | 7589/? [45:41<00:00,  2.77it/s]
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Epoch 0: |          | 7590/? [45:41<00:00,  2.77it/s]
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Epoch 0: |          | 7591/? [45:41<00:00,  2.77it/s]
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Epoch 0: |          | 7599/? [45:44<00:00,  2.77it/s]
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Epoch 0: |          | 7600/? [45:44<00:00,  2.77it/s]
Epoch 0: |          | 7600/? [45:44<00:00,  2.77it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.67it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.47it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.37it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.03it/s]

Epoch 0: |          | 7600/? [45:44<00:00,  2.77it/s]
Epoch 0: |          | 7601/? [45:45<00:00,  2.77it/s]
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Epoch 0: |          | 7639/? [45:55<00:00,  2.77it/s]
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Epoch 0: |          | 7657/? [46:00<00:00,  2.77it/s]
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Epoch 0: |          | 7658/? [46:01<00:00,  2.77it/s]
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Epoch 0: |          | 7672/? [46:05<00:00,  2.77it/s]
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Epoch 0: |          | 7673/? [46:05<00:00,  2.77it/s]
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Epoch 0: |          | 7674/? [46:05<00:00,  2.77it/s]
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Epoch 0: |          | 7676/? [46:06<00:00,  2.77it/s]
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Epoch 0: |          | 7679/? [46:07<00:00,  2.78it/s]
Epoch 0: |          | 7679/? [46:07<00:00,  2.78it/s]
Epoch 0: |          | 7680/? [46:07<00:00,  2.78it/s]
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Epoch 0: |          | 7681/? [46:07<00:00,  2.78it/s]
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Epoch 0: |          | 7682/? [46:08<00:00,  2.78it/s]
Epoch 0: |          | 7682/? [46:08<00:00,  2.78it/s]
Epoch 0: |          | 7683/? [46:08<00:00,  2.78it/s]
Epoch 0: |          | 7683/? [46:08<00:00,  2.78it/s]
Epoch 0: |          | 7684/? [46:08<00:00,  2.78it/s]
Epoch 0: |          | 7684/? [46:08<00:00,  2.78it/s]
Epoch 0: |          | 7685/? [46:08<00:00,  2.78it/s]
Epoch 0: |          | 7685/? [46:08<00:00,  2.78it/s]
Epoch 0: |          | 7686/? [46:09<00:00,  2.78it/s]
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Epoch 0: |          | 7687/? [46:09<00:00,  2.78it/s]
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Epoch 0: |          | 7688/? [46:09<00:00,  2.78it/s]
Epoch 0: |          | 7688/? [46:09<00:00,  2.78it/s]
Epoch 0: |          | 7689/? [46:09<00:00,  2.78it/s]
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Epoch 0: |          | 7690/? [46:10<00:00,  2.78it/s]
Epoch 0: |          | 7690/? [46:10<00:00,  2.78it/s]
Epoch 0: |          | 7691/? [46:10<00:00,  2.78it/s]
Epoch 0: |          | 7691/? [46:10<00:00,  2.78it/s]
Epoch 0: |          | 7692/? [46:10<00:00,  2.78it/s]
Epoch 0: |          | 7692/? [46:10<00:00,  2.78it/s]
Epoch 0: |          | 7693/? [46:11<00:00,  2.78it/s]
Epoch 0: |          | 7693/? [46:11<00:00,  2.78it/s]
Epoch 0: |          | 7694/? [46:11<00:00,  2.78it/s]
Epoch 0: |          | 7694/? [46:11<00:00,  2.78it/s]
Epoch 0: |          | 7695/? [46:11<00:00,  2.78it/s]
Epoch 0: |          | 7695/? [46:11<00:00,  2.78it/s]
Epoch 0: |          | 7696/? [46:11<00:00,  2.78it/s]
Epoch 0: |          | 7696/? [46:11<00:00,  2.78it/s]
Epoch 0: |          | 7697/? [46:12<00:00,  2.78it/s]
Epoch 0: |          | 7697/? [46:12<00:00,  2.78it/s]
Epoch 0: |          | 7698/? [46:12<00:00,  2.78it/s]
Epoch 0: |          | 7698/? [46:12<00:00,  2.78it/s]
Epoch 0: |          | 7699/? [46:12<00:00,  2.78it/s]
Epoch 0: |          | 7699/? [46:12<00:00,  2.78it/s]
Epoch 0: |          | 7700/? [46:13<00:00,  2.78it/s]
Epoch 0: |          | 7700/? [46:13<00:00,  2.78it/s]
Epoch 0: |          | 7701/? [46:13<00:00,  2.78it/s]
Epoch 0: |          | 7701/? [46:13<00:00,  2.78it/s]
Epoch 0: |          | 7702/? [46:13<00:00,  2.78it/s]
Epoch 0: |          | 7702/? [46:13<00:00,  2.78it/s]
Epoch 0: |          | 7703/? [46:13<00:00,  2.78it/s]
Epoch 0: |          | 7703/? [46:13<00:00,  2.78it/s]
Epoch 0: |          | 7704/? [46:14<00:00,  2.78it/s]
Epoch 0: |          | 7704/? [46:14<00:00,  2.78it/s]
Epoch 0: |          | 7705/? [46:14<00:00,  2.78it/s]
Epoch 0: |          | 7705/? [46:14<00:00,  2.78it/s]
Epoch 0: |          | 7706/? [46:14<00:00,  2.78it/s]
Epoch 0: |          | 7706/? [46:14<00:00,  2.78it/s]
Epoch 0: |          | 7707/? [46:15<00:00,  2.78it/s]
Epoch 0: |          | 7707/? [46:15<00:00,  2.78it/s]
Epoch 0: |          | 7708/? [46:15<00:00,  2.78it/s]
Epoch 0: |          | 7708/? [46:15<00:00,  2.78it/s]
Epoch 0: |          | 7709/? [46:15<00:00,  2.78it/s]
Epoch 0: |          | 7709/? [46:15<00:00,  2.78it/s]
Epoch 0: |          | 7710/? [46:15<00:00,  2.78it/s]
Epoch 0: |          | 7710/? [46:15<00:00,  2.78it/s]
Epoch 0: |          | 7711/? [46:16<00:00,  2.78it/s]
Epoch 0: |          | 7711/? [46:16<00:00,  2.78it/s]
Epoch 0: |          | 7712/? [46:16<00:00,  2.78it/s]
Epoch 0: |          | 7712/? [46:16<00:00,  2.78it/s]
Epoch 0: |          | 7713/? [46:16<00:00,  2.78it/s]
Epoch 0: |          | 7713/? [46:16<00:00,  2.78it/s]
Epoch 0: |          | 7714/? [46:17<00:00,  2.78it/s]
Epoch 0: |          | 7714/? [46:17<00:00,  2.78it/s]
Epoch 0: |          | 7715/? [46:17<00:00,  2.78it/s]
Epoch 0: |          | 7715/? [46:17<00:00,  2.78it/s]
Epoch 0: |          | 7716/? [46:17<00:00,  2.78it/s]
Epoch 0: |          | 7716/? [46:17<00:00,  2.78it/s]
Epoch 0: |          | 7717/? [46:17<00:00,  2.78it/s]
Epoch 0: |          | 7717/? [46:17<00:00,  2.78it/s]
Epoch 0: |          | 7718/? [46:18<00:00,  2.78it/s]
Epoch 0: |          | 7718/? [46:18<00:00,  2.78it/s]
Epoch 0: |          | 7719/? [46:18<00:00,  2.78it/s]
Epoch 0: |          | 7719/? [46:18<00:00,  2.78it/s]
Epoch 0: |          | 7720/? [46:18<00:00,  2.78it/s]
Epoch 0: |          | 7720/? [46:18<00:00,  2.78it/s]
Epoch 0: |          | 7721/? [46:19<00:00,  2.78it/s]
Epoch 0: |          | 7721/? [46:19<00:00,  2.78it/s]
Epoch 0: |          | 7722/? [46:19<00:00,  2.78it/s]
Epoch 0: |          | 7722/? [46:19<00:00,  2.78it/s]
Epoch 0: |          | 7723/? [46:19<00:00,  2.78it/s]
Epoch 0: |          | 7723/? [46:19<00:00,  2.78it/s]
Epoch 0: |          | 7724/? [46:19<00:00,  2.78it/s]
Epoch 0: |          | 7724/? [46:19<00:00,  2.78it/s]
Epoch 0: |          | 7725/? [46:20<00:00,  2.78it/s]
Epoch 0: |          | 7725/? [46:20<00:00,  2.78it/s]
Epoch 0: |          | 7726/? [46:20<00:00,  2.78it/s]
Epoch 0: |          | 7726/? [46:20<00:00,  2.78it/s]
Epoch 0: |          | 7727/? [46:20<00:00,  2.78it/s]
Epoch 0: |          | 7727/? [46:20<00:00,  2.78it/s]
Epoch 0: |          | 7728/? [46:21<00:00,  2.78it/s]
Epoch 0: |          | 7728/? [46:21<00:00,  2.78it/s]
Epoch 0: |          | 7729/? [46:21<00:00,  2.78it/s]
Epoch 0: |          | 7729/? [46:21<00:00,  2.78it/s]
Epoch 0: |          | 7730/? [46:21<00:00,  2.78it/s]
Epoch 0: |          | 7730/? [46:21<00:00,  2.78it/s]
Epoch 0: |          | 7731/? [46:21<00:00,  2.78it/s]
Epoch 0: |          | 7731/? [46:21<00:00,  2.78it/s]
Epoch 0: |          | 7732/? [46:22<00:00,  2.78it/s]
Epoch 0: |          | 7732/? [46:22<00:00,  2.78it/s]
Epoch 0: |          | 7733/? [46:22<00:00,  2.78it/s]
Epoch 0: |          | 7733/? [46:22<00:00,  2.78it/s]
Epoch 0: |          | 7734/? [46:22<00:00,  2.78it/s]
Epoch 0: |          | 7734/? [46:22<00:00,  2.78it/s]
Epoch 0: |          | 7735/? [46:23<00:00,  2.78it/s]
Epoch 0: |          | 7735/? [46:23<00:00,  2.78it/s]
Epoch 0: |          | 7736/? [46:23<00:00,  2.78it/s]
Epoch 0: |          | 7736/? [46:23<00:00,  2.78it/s]
Epoch 0: |          | 7737/? [46:23<00:00,  2.78it/s]
Epoch 0: |          | 7737/? [46:23<00:00,  2.78it/s]
Epoch 0: |          | 7738/? [46:23<00:00,  2.78it/s]
Epoch 0: |          | 7738/? [46:23<00:00,  2.78it/s]
Epoch 0: |          | 7739/? [46:24<00:00,  2.78it/s]
Epoch 0: |          | 7739/? [46:24<00:00,  2.78it/s]
Epoch 0: |          | 7740/? [46:24<00:00,  2.78it/s]
Epoch 0: |          | 7740/? [46:24<00:00,  2.78it/s]
Epoch 0: |          | 7741/? [46:24<00:00,  2.78it/s]
Epoch 0: |          | 7741/? [46:24<00:00,  2.78it/s]
Epoch 0: |          | 7742/? [46:24<00:00,  2.78it/s]
Epoch 0: |          | 7742/? [46:24<00:00,  2.78it/s]
Epoch 0: |          | 7743/? [46:25<00:00,  2.78it/s]
Epoch 0: |          | 7743/? [46:25<00:00,  2.78it/s]
Epoch 0: |          | 7744/? [46:25<00:00,  2.78it/s]
Epoch 0: |          | 7744/? [46:25<00:00,  2.78it/s]
Epoch 0: |          | 7745/? [46:25<00:00,  2.78it/s]
Epoch 0: |          | 7745/? [46:25<00:00,  2.78it/s]
Epoch 0: |          | 7746/? [46:26<00:00,  2.78it/s]
Epoch 0: |          | 7746/? [46:26<00:00,  2.78it/s]
Epoch 0: |          | 7747/? [46:26<00:00,  2.78it/s]
Epoch 0: |          | 7747/? [46:26<00:00,  2.78it/s]
Epoch 0: |          | 7748/? [46:26<00:00,  2.78it/s]
Epoch 0: |          | 7748/? [46:26<00:00,  2.78it/s]
Epoch 0: |          | 7749/? [46:26<00:00,  2.78it/s]
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Epoch 0: |          | 7750/? [46:27<00:00,  2.78it/s]
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Epoch 0: |          | 7764/? [46:31<00:00,  2.78it/s]
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Epoch 0: |          | 7767/? [46:32<00:00,  2.78it/s]
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Epoch 0: |          | 7768/? [46:32<00:00,  2.78it/s]
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Epoch 0: |          | 7769/? [46:32<00:00,  2.78it/s]
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Epoch 0: |          | 7770/? [46:32<00:00,  2.78it/s]
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Epoch 0: |          | 7771/? [46:33<00:00,  2.78it/s]
Epoch 0: |          | 7771/? [46:33<00:00,  2.78it/s]
Epoch 0: |          | 7772/? [46:33<00:00,  2.78it/s]
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Epoch 0: |          | 7773/? [46:33<00:00,  2.78it/s]
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Epoch 0: |          | 7774/? [46:34<00:00,  2.78it/s]
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Epoch 0: |          | 7775/? [46:34<00:00,  2.78it/s]
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Epoch 0: |          | 7776/? [46:34<00:00,  2.78it/s]
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Epoch 0: |          | 7777/? [46:34<00:00,  2.78it/s]
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Epoch 0: |          | 7778/? [46:35<00:00,  2.78it/s]
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Epoch 0: |          | 7779/? [46:35<00:00,  2.78it/s]
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Epoch 0: |          | 7780/? [46:35<00:00,  2.78it/s]
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Epoch 0: |          | 7781/? [46:36<00:00,  2.78it/s]
Epoch 0: |          | 7781/? [46:36<00:00,  2.78it/s]
Epoch 0: |          | 7782/? [46:36<00:00,  2.78it/s]
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Epoch 0: |          | 7783/? [46:36<00:00,  2.78it/s]
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Epoch 0: |          | 7784/? [46:36<00:00,  2.78it/s]
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Epoch 0: |          | 7785/? [46:37<00:00,  2.78it/s]
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Epoch 0: |          | 7786/? [46:37<00:00,  2.78it/s]
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Epoch 0: |          | 7787/? [46:37<00:00,  2.78it/s]
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Epoch 0: |          | 7788/? [46:37<00:00,  2.78it/s]
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Epoch 0: |          | 7789/? [46:38<00:00,  2.78it/s]
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Epoch 0: |          | 7790/? [46:38<00:00,  2.78it/s]
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Epoch 0: |          | 7791/? [46:38<00:00,  2.78it/s]
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Epoch 0: |          | 7792/? [46:39<00:00,  2.78it/s]
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Epoch 0: |          | 7793/? [46:39<00:00,  2.78it/s]
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Epoch 0: |          | 7795/? [46:39<00:00,  2.78it/s]
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Epoch 0: |          | 7796/? [46:40<00:00,  2.78it/s]
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Epoch 0: |          | 7799/? [46:41<00:00,  2.78it/s]
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Epoch 0: |          | 7800/? [46:41<00:00,  2.78it/s]
Epoch 0: |          | 7800/? [46:41<00:00,  2.78it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 12.98it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.19it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.10it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.10it/s]

Epoch 0: |          | 7800/? [46:41<00:00,  2.78it/s]
Epoch 0: |          | 7801/? [46:41<00:00,  2.78it/s]
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Epoch 0: |          | 7802/? [46:42<00:00,  2.78it/s]
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Epoch 0: |          | 7803/? [46:42<00:00,  2.78it/s]
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Epoch 0: |          | 7804/? [46:42<00:00,  2.78it/s]
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Epoch 0: |          | 7805/? [46:43<00:00,  2.78it/s]
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Epoch 0: |          | 7806/? [46:43<00:00,  2.78it/s]
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Epoch 0: |          | 7807/? [46:43<00:00,  2.78it/s]
Epoch 0: |          | 7807/? [46:43<00:00,  2.78it/s]
Epoch 0: |          | 7808/? [46:43<00:00,  2.78it/s]
Epoch 0: |          | 7808/? [46:43<00:00,  2.78it/s]
Epoch 0: |          | 7809/? [46:44<00:00,  2.78it/s]
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Epoch 0: |          | 7810/? [46:44<00:00,  2.78it/s]
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Epoch 0: |          | 7811/? [46:44<00:00,  2.78it/s]
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Epoch 0: |          | 7812/? [46:45<00:00,  2.78it/s]
Epoch 0: |          | 7812/? [46:45<00:00,  2.78it/s]
Epoch 0: |          | 7813/? [46:45<00:00,  2.79it/s]
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Epoch 0: |          | 7814/? [46:45<00:00,  2.79it/s]
Epoch 0: |          | 7814/? [46:45<00:00,  2.79it/s]
Epoch 0: |          | 7815/? [46:45<00:00,  2.79it/s]
Epoch 0: |          | 7815/? [46:45<00:00,  2.79it/s]
Epoch 0: |          | 7816/? [46:46<00:00,  2.79it/s]
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Epoch 0: |          | 7817/? [46:46<00:00,  2.79it/s]
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Epoch 0: |          | 7818/? [46:46<00:00,  2.79it/s]
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Epoch 0: |          | 7819/? [46:47<00:00,  2.79it/s]
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Epoch 0: |          | 7820/? [46:47<00:00,  2.79it/s]
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Epoch 0: |          | 7821/? [46:47<00:00,  2.79it/s]
Epoch 0: |          | 7821/? [46:47<00:00,  2.79it/s]
Epoch 0: |          | 7822/? [46:47<00:00,  2.79it/s]
Epoch 0: |          | 7822/? [46:47<00:00,  2.79it/s]
Epoch 0: |          | 7823/? [46:48<00:00,  2.79it/s]
Epoch 0: |          | 7823/? [46:48<00:00,  2.79it/s]
Epoch 0: |          | 7824/? [46:48<00:00,  2.79it/s]
Epoch 0: |          | 7824/? [46:48<00:00,  2.79it/s]
Epoch 0: |          | 7825/? [46:48<00:00,  2.79it/s]
Epoch 0: |          | 7825/? [46:48<00:00,  2.79it/s]
Epoch 0: |          | 7826/? [46:49<00:00,  2.79it/s]
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Epoch 0: |          | 7827/? [46:49<00:00,  2.79it/s]
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Epoch 0: |          | 7828/? [46:49<00:00,  2.79it/s]
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Epoch 0: |          | 7829/? [46:49<00:00,  2.79it/s]
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Epoch 0: |          | 7830/? [46:50<00:00,  2.79it/s]
Epoch 0: |          | 7830/? [46:50<00:00,  2.79it/s]
Epoch 0: |          | 7831/? [46:50<00:00,  2.79it/s]
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Epoch 0: |          | 7832/? [46:50<00:00,  2.79it/s]
Epoch 0: |          | 7832/? [46:50<00:00,  2.79it/s]
Epoch 0: |          | 7833/? [46:51<00:00,  2.79it/s]
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Epoch 0: |          | 7834/? [46:51<00:00,  2.79it/s]
Epoch 0: |          | 7834/? [46:51<00:00,  2.79it/s]
Epoch 0: |          | 7835/? [46:51<00:00,  2.79it/s]
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Epoch 0: |          | 7836/? [46:51<00:00,  2.79it/s]
Epoch 0: |          | 7836/? [46:51<00:00,  2.79it/s]
Epoch 0: |          | 7837/? [46:52<00:00,  2.79it/s]
Epoch 0: |          | 7837/? [46:52<00:00,  2.79it/s]
Epoch 0: |          | 7838/? [46:52<00:00,  2.79it/s]
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Epoch 0: |          | 7839/? [46:52<00:00,  2.79it/s]
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Epoch 0: |          | 7840/? [46:52<00:00,  2.79it/s]
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Epoch 0: |          | 7841/? [46:53<00:00,  2.79it/s]
Epoch 0: |          | 7841/? [46:53<00:00,  2.79it/s]
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Epoch 0: |          | 7842/? [46:53<00:00,  2.79it/s]
Epoch 0: |          | 7843/? [46:53<00:00,  2.79it/s]
Epoch 0: |          | 7843/? [46:53<00:00,  2.79it/s]
Epoch 0: |          | 7844/? [46:54<00:00,  2.79it/s]
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Epoch 0: |          | 7845/? [46:54<00:00,  2.79it/s]
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Epoch 0: |          | 7846/? [46:54<00:00,  2.79it/s]
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Epoch 0: |          | 7847/? [46:54<00:00,  2.79it/s]
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Epoch 0: |          | 7848/? [46:55<00:00,  2.79it/s]
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Epoch 0: |          | 7849/? [46:55<00:00,  2.79it/s]
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Epoch 0: |          | 7850/? [46:55<00:00,  2.79it/s]
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Epoch 0: |          | 7851/? [46:56<00:00,  2.79it/s]
Epoch 0: |          | 7851/? [46:56<00:00,  2.79it/s]
Epoch 0: |          | 7852/? [46:56<00:00,  2.79it/s]
Epoch 0: |          | 7852/? [46:56<00:00,  2.79it/s]
Epoch 0: |          | 7853/? [46:56<00:00,  2.79it/s]
Epoch 0: |          | 7853/? [46:56<00:00,  2.79it/s]
Epoch 0: |          | 7854/? [46:56<00:00,  2.79it/s]
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Epoch 0: |          | 7855/? [46:57<00:00,  2.79it/s]
Epoch 0: |          | 7855/? [46:57<00:00,  2.79it/s]
Epoch 0: |          | 7856/? [46:57<00:00,  2.79it/s]
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Epoch 0: |          | 7857/? [46:57<00:00,  2.79it/s]
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Epoch 0: |          | 7860/? [46:58<00:00,  2.79it/s]
Epoch 0: |          | 7860/? [46:58<00:00,  2.79it/s]
Epoch 0: |          | 7861/? [46:58<00:00,  2.79it/s]
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Epoch 0: |          | 7862/? [46:59<00:00,  2.79it/s]
Epoch 0: |          | 7862/? [46:59<00:00,  2.79it/s]
Epoch 0: |          | 7863/? [46:59<00:00,  2.79it/s]
Epoch 0: |          | 7863/? [46:59<00:00,  2.79it/s]
Epoch 0: |          | 7864/? [46:59<00:00,  2.79it/s]
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Epoch 0: |          | 7865/? [47:00<00:00,  2.79it/s]
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Epoch 0: |          | 7866/? [47:00<00:00,  2.79it/s]
Epoch 0: |          | 7866/? [47:00<00:00,  2.79it/s]
Epoch 0: |          | 7867/? [47:00<00:00,  2.79it/s]
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Epoch 0: |          | 7868/? [47:00<00:00,  2.79it/s]
Epoch 0: |          | 7868/? [47:00<00:00,  2.79it/s]
Epoch 0: |          | 7869/? [47:01<00:00,  2.79it/s]
Epoch 0: |          | 7869/? [47:01<00:00,  2.79it/s]
Epoch 0: |          | 7870/? [47:01<00:00,  2.79it/s]
Epoch 0: |          | 7870/? [47:01<00:00,  2.79it/s]
Epoch 0: |          | 7871/? [47:01<00:00,  2.79it/s]
Epoch 0: |          | 7871/? [47:01<00:00,  2.79it/s]
Epoch 0: |          | 7872/? [47:02<00:00,  2.79it/s]
Epoch 0: |          | 7872/? [47:02<00:00,  2.79it/s]
Epoch 0: |          | 7873/? [47:02<00:00,  2.79it/s]
Epoch 0: |          | 7873/? [47:02<00:00,  2.79it/s]
Epoch 0: |          | 7874/? [47:02<00:00,  2.79it/s]
Epoch 0: |          | 7874/? [47:02<00:00,  2.79it/s]
Epoch 0: |          | 7875/? [47:02<00:00,  2.79it/s]
Epoch 0: |          | 7875/? [47:02<00:00,  2.79it/s]
Epoch 0: |          | 7876/? [47:03<00:00,  2.79it/s]
Epoch 0: |          | 7876/? [47:03<00:00,  2.79it/s]
Epoch 0: |          | 7877/? [47:03<00:00,  2.79it/s]
Epoch 0: |          | 7877/? [47:03<00:00,  2.79it/s]
Epoch 0: |          | 7878/? [47:03<00:00,  2.79it/s]
Epoch 0: |          | 7878/? [47:03<00:00,  2.79it/s]
Epoch 0: |          | 7879/? [47:04<00:00,  2.79it/s]
Epoch 0: |          | 7879/? [47:04<00:00,  2.79it/s]
Epoch 0: |          | 7880/? [47:04<00:00,  2.79it/s]
Epoch 0: |          | 7880/? [47:04<00:00,  2.79it/s]
Epoch 0: |          | 7881/? [47:04<00:00,  2.79it/s]
Epoch 0: |          | 7881/? [47:04<00:00,  2.79it/s]
Epoch 0: |          | 7882/? [47:04<00:00,  2.79it/s]
Epoch 0: |          | 7882/? [47:04<00:00,  2.79it/s]
Epoch 0: |          | 7883/? [47:05<00:00,  2.79it/s]
Epoch 0: |          | 7883/? [47:05<00:00,  2.79it/s]
Epoch 0: |          | 7884/? [47:05<00:00,  2.79it/s]
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Epoch 0: |          | 7911/? [47:13<00:00,  2.79it/s]
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Epoch 0: |          | 7912/? [47:13<00:00,  2.79it/s]
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Epoch 0: |          | 7913/? [47:13<00:00,  2.79it/s]
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Epoch 0: |          | 7914/? [47:13<00:00,  2.79it/s]
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Epoch 0: |          | 7915/? [47:14<00:00,  2.79it/s]
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Epoch 0: |          | 7916/? [47:14<00:00,  2.79it/s]
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Epoch 0: |          | 7922/? [47:16<00:00,  2.79it/s]
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Epoch 0: |          | 7923/? [47:16<00:00,  2.79it/s]
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Epoch 0: |          | 7928/? [47:17<00:00,  2.79it/s]
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Epoch 0: |          | 7929/? [47:18<00:00,  2.79it/s]
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Epoch 0: |          | 7931/? [47:18<00:00,  2.79it/s]
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Epoch 0: |          | 7932/? [47:19<00:00,  2.79it/s]
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Epoch 0: |          | 7933/? [47:19<00:00,  2.79it/s]
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Epoch 0: |          | 7960/? [47:27<00:00,  2.80it/s]
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Epoch 0: |          | 7964/? [47:28<00:00,  2.80it/s]
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Epoch 0: |          | 7967/? [47:29<00:00,  2.80it/s]
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Epoch 0: |          | 7970/? [47:29<00:00,  2.80it/s]
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Epoch 0: |          | 7971/? [47:30<00:00,  2.80it/s]
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Epoch 0: |          | 7974/? [47:31<00:00,  2.80it/s]
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Epoch 0: |          | 7978/? [47:32<00:00,  2.80it/s]
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Epoch 0: |          | 7980/? [47:32<00:00,  2.80it/s]
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Epoch 0: |          | 7981/? [47:33<00:00,  2.80it/s]
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Epoch 0: |          | 7984/? [47:33<00:00,  2.80it/s]
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Epoch 0: |          | 7989/? [47:35<00:00,  2.80it/s]
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Epoch 0: |          | 7990/? [47:35<00:00,  2.80it/s]
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Epoch 0: |          | 7991/? [47:35<00:00,  2.80it/s]
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Epoch 0: |          | 7996/? [47:37<00:00,  2.80it/s]
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Epoch 0: |          | 7997/? [47:37<00:00,  2.80it/s]
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Epoch 0: |          | 7998/? [47:37<00:00,  2.80it/s]
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Epoch 0: |          | 7999/? [47:38<00:00,  2.80it/s]
Epoch 0: |          | 7999/? [47:38<00:00,  2.80it/s]
Epoch 0: |          | 8000/? [47:38<00:00,  2.80it/s]
Epoch 0: |          | 8000/? [47:38<00:00,  2.80it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.46it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.03it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.13it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.86it/s]

Epoch 0: |          | 8000/? [47:38<00:00,  2.80it/s]
Epoch 0: |          | 8001/? [47:39<00:00,  2.80it/s]
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Epoch 0: |          | 8005/? [47:40<00:00,  2.80it/s]
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Epoch 0: |          | 8011/? [47:41<00:00,  2.80it/s]
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Epoch 0: |          | 8171/? [48:27<00:00,  2.81it/s]
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Epoch 0: |          | 8193/? [48:33<00:00,  2.81it/s]
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Epoch 0: |          | 8196/? [48:34<00:00,  2.81it/s]
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Epoch 0: |          | 8199/? [48:34<00:00,  2.81it/s]
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Epoch 0: |          | 8200/? [48:35<00:00,  2.81it/s]
Epoch 0: |          | 8200/? [48:35<00:00,  2.81it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.85it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.64it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.99it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.01it/s]

Epoch 0: |          | 8200/? [48:35<00:00,  2.81it/s]
Epoch 0: |          | 8201/? [48:35<00:00,  2.81it/s]
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Epoch 0: |          | 8202/? [48:36<00:00,  2.81it/s]
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Epoch 0: |          | 8203/? [48:36<00:00,  2.81it/s]
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Epoch 0: |          | 8204/? [48:36<00:00,  2.81it/s]
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Epoch 0: |          | 8205/? [48:36<00:00,  2.81it/s]
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Epoch 0: |          | 8206/? [48:37<00:00,  2.81it/s]
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Epoch 0: |          | 8207/? [48:37<00:00,  2.81it/s]
Epoch 0: |          | 8207/? [48:37<00:00,  2.81it/s]
Epoch 0: |          | 8208/? [48:37<00:00,  2.81it/s]
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Epoch 0: |          | 8209/? [48:38<00:00,  2.81it/s]
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Epoch 0: |          | 8210/? [48:38<00:00,  2.81it/s]
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Epoch 0: |          | 8211/? [48:38<00:00,  2.81it/s]
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Epoch 0: |          | 8212/? [48:38<00:00,  2.81it/s]
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Epoch 0: |          | 8213/? [48:39<00:00,  2.81it/s]
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Epoch 0: |          | 8214/? [48:39<00:00,  2.81it/s]
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Epoch 0: |          | 8215/? [48:39<00:00,  2.81it/s]
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Epoch 0: |          | 8216/? [48:40<00:00,  2.81it/s]
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Epoch 0: |          | 8221/? [48:41<00:00,  2.81it/s]
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Epoch 0: |          | 8223/? [48:42<00:00,  2.81it/s]
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Epoch 0: |          | 8224/? [48:42<00:00,  2.81it/s]
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Epoch 0: |          | 8230/? [48:43<00:00,  2.81it/s]
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Epoch 0: |          | 8232/? [48:44<00:00,  2.81it/s]
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Epoch 0: |          | 8265/? [48:53<00:00,  2.82it/s]
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Epoch 0: |          | 8271/? [48:55<00:00,  2.82it/s]
Epoch 0: |          | 8271/? [48:55<00:00,  2.82it/s]
Epoch 0: |          | 8272/? [48:55<00:00,  2.82it/s]
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Epoch 0: |          | 8274/? [48:56<00:00,  2.82it/s]
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Epoch 0: |          | 8275/? [48:56<00:00,  2.82it/s]
Epoch 0: |          | 8275/? [48:56<00:00,  2.82it/s]
Epoch 0: |          | 8276/? [48:56<00:00,  2.82it/s]
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Epoch 0: |          | 8277/? [48:57<00:00,  2.82it/s]
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Epoch 0: |          | 8280/? [48:58<00:00,  2.82it/s]
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Epoch 0: |          | 8281/? [48:58<00:00,  2.82it/s]
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Epoch 0: |          | 8282/? [48:58<00:00,  2.82it/s]
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Epoch 0: |          | 8287/? [49:00<00:00,  2.82it/s]
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Epoch 0: |          | 8290/? [49:00<00:00,  2.82it/s]
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Epoch 0: |          | 8311/? [49:06<00:00,  2.82it/s]
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Epoch 0: |          | 8313/? [49:07<00:00,  2.82it/s]
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Epoch 0: |          | 8316/? [49:08<00:00,  2.82it/s]
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Epoch 0: |          | 8365/? [49:22<00:00,  2.82it/s]
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Epoch 0: |          | 8369/? [49:23<00:00,  2.82it/s]
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Epoch 0: |          | 8372/? [49:24<00:00,  2.82it/s]
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Epoch 0: |          | 8379/? [49:26<00:00,  2.82it/s]
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Epoch 0: |          | 8383/? [49:27<00:00,  2.83it/s]
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Epoch 0: |          | 8390/? [49:29<00:00,  2.83it/s]
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Epoch 0: |          | 8399/? [49:31<00:00,  2.83it/s]
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Epoch 0: |          | 8400/? [49:31<00:00,  2.83it/s]
Epoch 0: |          | 8400/? [49:31<00:00,  2.83it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.89it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.59it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.42it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.11it/s]

Epoch 0: |          | 8400/? [49:32<00:00,  2.83it/s]
Epoch 0: |          | 8401/? [49:32<00:00,  2.83it/s]
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Epoch 0: |          | 8403/? [49:33<00:00,  2.83it/s]
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Epoch 0: |          | 8405/? [49:33<00:00,  2.83it/s]
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Epoch 0: |          | 8406/? [49:34<00:00,  2.83it/s]
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Epoch 0: |          | 8408/? [49:34<00:00,  2.83it/s]
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Epoch 0: |          | 8409/? [49:34<00:00,  2.83it/s]
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Epoch 0: |          | 8410/? [49:35<00:00,  2.83it/s]
Epoch 0: |          | 8410/? [49:35<00:00,  2.83it/s]
Epoch 0: |          | 8411/? [49:35<00:00,  2.83it/s]
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Epoch 0: |          | 8412/? [49:35<00:00,  2.83it/s]
Epoch 0: |          | 8412/? [49:35<00:00,  2.83it/s]
Epoch 0: |          | 8413/? [49:35<00:00,  2.83it/s]
Epoch 0: |          | 8413/? [49:35<00:00,  2.83it/s]
Epoch 0: |          | 8414/? [49:36<00:00,  2.83it/s]
Epoch 0: |          | 8414/? [49:36<00:00,  2.83it/s]
Epoch 0: |          | 8415/? [49:36<00:00,  2.83it/s]
Epoch 0: |          | 8415/? [49:36<00:00,  2.83it/s]
Epoch 0: |          | 8416/? [49:36<00:00,  2.83it/s]
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Epoch 0: |          | 8417/? [49:37<00:00,  2.83it/s]
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Epoch 0: |          | 8418/? [49:37<00:00,  2.83it/s]
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Epoch 0: |          | 8419/? [49:37<00:00,  2.83it/s]
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Epoch 0: |          | 8420/? [49:37<00:00,  2.83it/s]
Epoch 0: |          | 8420/? [49:37<00:00,  2.83it/s]
Epoch 0: |          | 8421/? [49:38<00:00,  2.83it/s]
Epoch 0: |          | 8421/? [49:38<00:00,  2.83it/s]
Epoch 0: |          | 8422/? [49:38<00:00,  2.83it/s]
Epoch 0: |          | 8422/? [49:38<00:00,  2.83it/s]
Epoch 0: |          | 8423/? [49:38<00:00,  2.83it/s]
Epoch 0: |          | 8423/? [49:38<00:00,  2.83it/s]
Epoch 0: |          | 8424/? [49:39<00:00,  2.83it/s]
Epoch 0: |          | 8424/? [49:39<00:00,  2.83it/s]
Epoch 0: |          | 8425/? [49:39<00:00,  2.83it/s]
Epoch 0: |          | 8425/? [49:39<00:00,  2.83it/s]
Epoch 0: |          | 8426/? [49:39<00:00,  2.83it/s]
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Epoch 0: |          | 8427/? [49:39<00:00,  2.83it/s]
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Epoch 0: |          | 8428/? [49:40<00:00,  2.83it/s]
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Epoch 0: |          | 8429/? [49:40<00:00,  2.83it/s]
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Epoch 0: |          | 8430/? [49:40<00:00,  2.83it/s]
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Epoch 0: |          | 8431/? [49:41<00:00,  2.83it/s]
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Epoch 0: |          | 8432/? [49:41<00:00,  2.83it/s]
Epoch 0: |          | 8432/? [49:41<00:00,  2.83it/s]
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Epoch 0: |          | 8538/? [50:11<00:00,  2.84it/s]
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Epoch 0: |          | 8540/? [50:11<00:00,  2.84it/s]
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Epoch 0: |          | 8541/? [50:12<00:00,  2.84it/s]
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Epoch 0: |          | 8573/? [50:21<00:00,  2.84it/s]
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Epoch 0: |          | 8574/? [50:21<00:00,  2.84it/s]
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Epoch 0: |          | 8575/? [50:21<00:00,  2.84it/s]
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Epoch 0: |          | 8576/? [50:21<00:00,  2.84it/s]
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Epoch 0: |          | 8577/? [50:22<00:00,  2.84it/s]
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Epoch 0: |          | 8578/? [50:22<00:00,  2.84it/s]
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Epoch 0: |          | 8579/? [50:22<00:00,  2.84it/s]
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Epoch 0: |          | 8580/? [50:23<00:00,  2.84it/s]
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Epoch 0: |          | 8581/? [50:23<00:00,  2.84it/s]
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Epoch 0: |          | 8582/? [50:23<00:00,  2.84it/s]
Epoch 0: |          | 8582/? [50:23<00:00,  2.84it/s]
Epoch 0: |          | 8583/? [50:23<00:00,  2.84it/s]
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Epoch 0: |          | 8584/? [50:24<00:00,  2.84it/s]
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Epoch 0: |          | 8587/? [50:25<00:00,  2.84it/s]
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Epoch 0: |          | 8590/? [50:25<00:00,  2.84it/s]
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Epoch 0: |          | 8591/? [50:26<00:00,  2.84it/s]
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Epoch 0: |          | 8592/? [50:26<00:00,  2.84it/s]
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Epoch 0: |          | 8593/? [50:26<00:00,  2.84it/s]
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Epoch 0: |          | 8594/? [50:27<00:00,  2.84it/s]
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Epoch 0: |          | 8595/? [50:27<00:00,  2.84it/s]
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Epoch 0: |          | 8598/? [50:28<00:00,  2.84it/s]
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Epoch 0: |          | 8599/? [50:28<00:00,  2.84it/s]
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Epoch 0: |          | 8600/? [50:28<00:00,  2.84it/s]
Epoch 0: |          | 8600/? [50:28<00:00,  2.84it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.86it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.35it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.99it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.84it/s]

Epoch 0: |          | 8600/? [50:29<00:00,  2.84it/s]
Epoch 0: |          | 8601/? [50:29<00:00,  2.84it/s]
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Epoch 0: |          | 8602/? [50:29<00:00,  2.84it/s]
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Epoch 0: |          | 8603/? [50:29<00:00,  2.84it/s]
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Epoch 0: |          | 8604/? [50:30<00:00,  2.84it/s]
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Epoch 0: |          | 8605/? [50:30<00:00,  2.84it/s]
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Epoch 0: |          | 8606/? [50:30<00:00,  2.84it/s]
Epoch 0: |          | 8606/? [50:30<00:00,  2.84it/s]
Epoch 0: |          | 8607/? [50:31<00:00,  2.84it/s]
Epoch 0: |          | 8607/? [50:31<00:00,  2.84it/s]
Epoch 0: |          | 8608/? [50:31<00:00,  2.84it/s]
Epoch 0: |          | 8608/? [50:31<00:00,  2.84it/s]
Epoch 0: |          | 8609/? [50:31<00:00,  2.84it/s]
Epoch 0: |          | 8609/? [50:31<00:00,  2.84it/s]
Epoch 0: |          | 8610/? [50:31<00:00,  2.84it/s]
Epoch 0: |          | 8610/? [50:31<00:00,  2.84it/s]
Epoch 0: |          | 8611/? [50:32<00:00,  2.84it/s]
Epoch 0: |          | 8611/? [50:32<00:00,  2.84it/s]
Epoch 0: |          | 8612/? [50:32<00:00,  2.84it/s]
Epoch 0: |          | 8612/? [50:32<00:00,  2.84it/s]
Epoch 0: |          | 8613/? [50:32<00:00,  2.84it/s]
Epoch 0: |          | 8613/? [50:32<00:00,  2.84it/s]
Epoch 0: |          | 8614/? [50:32<00:00,  2.84it/s]
Epoch 0: |          | 8614/? [50:32<00:00,  2.84it/s]
Epoch 0: |          | 8615/? [50:33<00:00,  2.84it/s]
Epoch 0: |          | 8615/? [50:33<00:00,  2.84it/s]
Epoch 0: |          | 8616/? [50:33<00:00,  2.84it/s]
Epoch 0: |          | 8616/? [50:33<00:00,  2.84it/s]
Epoch 0: |          | 8617/? [50:33<00:00,  2.84it/s]
Epoch 0: |          | 8617/? [50:33<00:00,  2.84it/s]
Epoch 0: |          | 8618/? [50:34<00:00,  2.84it/s]
Epoch 0: |          | 8618/? [50:34<00:00,  2.84it/s]
Epoch 0: |          | 8619/? [50:34<00:00,  2.84it/s]
Epoch 0: |          | 8619/? [50:34<00:00,  2.84it/s]
Epoch 0: |          | 8620/? [50:34<00:00,  2.84it/s]
Epoch 0: |          | 8620/? [50:34<00:00,  2.84it/s]
Epoch 0: |          | 8621/? [50:34<00:00,  2.84it/s]
Epoch 0: |          | 8621/? [50:34<00:00,  2.84it/s]
Epoch 0: |          | 8622/? [50:35<00:00,  2.84it/s]
Epoch 0: |          | 8622/? [50:35<00:00,  2.84it/s]
Epoch 0: |          | 8623/? [50:35<00:00,  2.84it/s]
Epoch 0: |          | 8623/? [50:35<00:00,  2.84it/s]
Epoch 0: |          | 8624/? [50:35<00:00,  2.84it/s]
Epoch 0: |          | 8624/? [50:35<00:00,  2.84it/s]
Epoch 0: |          | 8625/? [50:36<00:00,  2.84it/s]
Epoch 0: |          | 8625/? [50:36<00:00,  2.84it/s]
Epoch 0: |          | 8626/? [50:36<00:00,  2.84it/s]
Epoch 0: |          | 8626/? [50:36<00:00,  2.84it/s]
Epoch 0: |          | 8627/? [50:36<00:00,  2.84it/s]
Epoch 0: |          | 8627/? [50:36<00:00,  2.84it/s]
Epoch 0: |          | 8628/? [50:36<00:00,  2.84it/s]
Epoch 0: |          | 8628/? [50:36<00:00,  2.84it/s]
Epoch 0: |          | 8629/? [50:37<00:00,  2.84it/s]
Epoch 0: |          | 8629/? [50:37<00:00,  2.84it/s]
Epoch 0: |          | 8630/? [50:37<00:00,  2.84it/s]
Epoch 0: |          | 8630/? [50:37<00:00,  2.84it/s]
Epoch 0: |          | 8631/? [50:37<00:00,  2.84it/s]
Epoch 0: |          | 8631/? [50:37<00:00,  2.84it/s]
Epoch 0: |          | 8632/? [50:38<00:00,  2.84it/s]
Epoch 0: |          | 8632/? [50:38<00:00,  2.84it/s]
Epoch 0: |          | 8633/? [50:38<00:00,  2.84it/s]
Epoch 0: |          | 8633/? [50:38<00:00,  2.84it/s]
Epoch 0: |          | 8634/? [50:38<00:00,  2.84it/s]
Epoch 0: |          | 8634/? [50:38<00:00,  2.84it/s]
Epoch 0: |          | 8635/? [50:38<00:00,  2.84it/s]
Epoch 0: |          | 8635/? [50:38<00:00,  2.84it/s]
Epoch 0: |          | 8636/? [50:39<00:00,  2.84it/s]
Epoch 0: |          | 8636/? [50:39<00:00,  2.84it/s]
Epoch 0: |          | 8637/? [50:39<00:00,  2.84it/s]
Epoch 0: |          | 8637/? [50:39<00:00,  2.84it/s]
Epoch 0: |          | 8638/? [50:39<00:00,  2.84it/s]
Epoch 0: |          | 8638/? [50:39<00:00,  2.84it/s]
Epoch 0: |          | 8639/? [50:40<00:00,  2.84it/s]
Epoch 0: |          | 8639/? [50:40<00:00,  2.84it/s]
Epoch 0: |          | 8640/? [50:40<00:00,  2.84it/s]
Epoch 0: |          | 8640/? [50:40<00:00,  2.84it/s]
Epoch 0: |          | 8641/? [50:40<00:00,  2.84it/s]
Epoch 0: |          | 8641/? [50:40<00:00,  2.84it/s]
Epoch 0: |          | 8642/? [50:40<00:00,  2.84it/s]
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Epoch 0: |          | 8643/? [50:41<00:00,  2.84it/s]
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Epoch 0: |          | 8644/? [50:41<00:00,  2.84it/s]
Epoch 0: |          | 8644/? [50:41<00:00,  2.84it/s]
Epoch 0: |          | 8645/? [50:41<00:00,  2.84it/s]
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Epoch 0: |          | 8646/? [50:42<00:00,  2.84it/s]
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Epoch 0: |          | 8647/? [50:42<00:00,  2.84it/s]
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Epoch 0: |          | 8648/? [50:42<00:00,  2.84it/s]
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Epoch 0: |          | 8649/? [50:42<00:00,  2.84it/s]
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Epoch 0: |          | 8650/? [50:43<00:00,  2.84it/s]
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Epoch 0: |          | 8651/? [50:43<00:00,  2.84it/s]
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Epoch 0: |          | 8652/? [50:43<00:00,  2.84it/s]
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Epoch 0: |          | 8653/? [50:44<00:00,  2.84it/s]
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Epoch 0: |          | 8654/? [50:44<00:00,  2.84it/s]
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Epoch 0: |          | 8655/? [50:44<00:00,  2.84it/s]
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Epoch 0: |          | 8660/? [50:46<00:00,  2.84it/s]
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Epoch 0: |          | 8661/? [50:46<00:00,  2.84it/s]
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Epoch 0: |          | 8664/? [50:47<00:00,  2.84it/s]
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Epoch 0: |          | 8665/? [50:47<00:00,  2.84it/s]
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Epoch 0: |          | 8666/? [50:47<00:00,  2.84it/s]
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Epoch 0: |          | 8667/? [50:47<00:00,  2.84it/s]
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Epoch 0: |          | 8668/? [50:48<00:00,  2.84it/s]
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Epoch 0: |          | 8669/? [50:48<00:00,  2.84it/s]
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Epoch 0: |          | 8670/? [50:48<00:00,  2.84it/s]
Epoch 0: |          | 8670/? [50:48<00:00,  2.84it/s]
Epoch 0: |          | 8671/? [50:49<00:00,  2.84it/s]
Epoch 0: |          | 8671/? [50:49<00:00,  2.84it/s]
Epoch 0: |          | 8672/? [50:49<00:00,  2.84it/s]
Epoch 0: |          | 8672/? [50:49<00:00,  2.84it/s]
Epoch 0: |          | 8673/? [50:49<00:00,  2.84it/s]
Epoch 0: |          | 8673/? [50:49<00:00,  2.84it/s]
Epoch 0: |          | 8674/? [50:49<00:00,  2.84it/s]
Epoch 0: |          | 8674/? [50:49<00:00,  2.84it/s]
Epoch 0: |          | 8675/? [50:50<00:00,  2.84it/s]
Epoch 0: |          | 8675/? [50:50<00:00,  2.84it/s]
Epoch 0: |          | 8676/? [50:50<00:00,  2.84it/s]
Epoch 0: |          | 8676/? [50:50<00:00,  2.84it/s]
Epoch 0: |          | 8677/? [50:50<00:00,  2.84it/s]
Epoch 0: |          | 8677/? [50:50<00:00,  2.84it/s]
Epoch 0: |          | 8678/? [50:51<00:00,  2.84it/s]
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Epoch 0: |          | 8679/? [50:51<00:00,  2.84it/s]
Epoch 0: |          | 8679/? [50:51<00:00,  2.84it/s]
Epoch 0: |          | 8680/? [50:51<00:00,  2.84it/s]
Epoch 0: |          | 8680/? [50:51<00:00,  2.84it/s]
Epoch 0: |          | 8681/? [50:51<00:00,  2.84it/s]
Epoch 0: |          | 8681/? [50:51<00:00,  2.84it/s]
Epoch 0: |          | 8682/? [50:52<00:00,  2.84it/s]
Epoch 0: |          | 8682/? [50:52<00:00,  2.84it/s]
Epoch 0: |          | 8683/? [50:52<00:00,  2.84it/s]
Epoch 0: |          | 8683/? [50:52<00:00,  2.84it/s]
Epoch 0: |          | 8684/? [50:52<00:00,  2.84it/s]
Epoch 0: |          | 8684/? [50:52<00:00,  2.84it/s]
Epoch 0: |          | 8685/? [50:53<00:00,  2.84it/s]
Epoch 0: |          | 8685/? [50:53<00:00,  2.84it/s]
Epoch 0: |          | 8686/? [50:53<00:00,  2.84it/s]
Epoch 0: |          | 8686/? [50:53<00:00,  2.84it/s]
Epoch 0: |          | 8687/? [50:53<00:00,  2.84it/s]
Epoch 0: |          | 8687/? [50:53<00:00,  2.84it/s]
Epoch 0: |          | 8688/? [50:53<00:00,  2.84it/s]
Epoch 0: |          | 8688/? [50:53<00:00,  2.84it/s]
Epoch 0: |          | 8689/? [50:54<00:00,  2.84it/s]
Epoch 0: |          | 8689/? [50:54<00:00,  2.84it/s]
Epoch 0: |          | 8690/? [50:54<00:00,  2.84it/s]
Epoch 0: |          | 8690/? [50:54<00:00,  2.84it/s]
Epoch 0: |          | 8691/? [50:54<00:00,  2.85it/s]
Epoch 0: |          | 8691/? [50:54<00:00,  2.85it/s]
Epoch 0: |          | 8692/? [50:55<00:00,  2.85it/s]
Epoch 0: |          | 8692/? [50:55<00:00,  2.85it/s]
Epoch 0: |          | 8693/? [50:55<00:00,  2.85it/s]
Epoch 0: |          | 8693/? [50:55<00:00,  2.85it/s]
Epoch 0: |          | 8694/? [50:55<00:00,  2.85it/s]
Epoch 0: |          | 8694/? [50:55<00:00,  2.85it/s]
Epoch 0: |          | 8695/? [50:55<00:00,  2.85it/s]
Epoch 0: |          | 8695/? [50:55<00:00,  2.85it/s]
Epoch 0: |          | 8696/? [50:56<00:00,  2.85it/s]
Epoch 0: |          | 8696/? [50:56<00:00,  2.85it/s]
Epoch 0: |          | 8697/? [50:56<00:00,  2.85it/s]
Epoch 0: |          | 8697/? [50:56<00:00,  2.85it/s]
Epoch 0: |          | 8698/? [50:56<00:00,  2.85it/s]
Epoch 0: |          | 8698/? [50:56<00:00,  2.85it/s]
Epoch 0: |          | 8699/? [50:57<00:00,  2.85it/s]
Epoch 0: |          | 8699/? [50:57<00:00,  2.85it/s]
Epoch 0: |          | 8700/? [50:57<00:00,  2.85it/s]
Epoch 0: |          | 8700/? [50:57<00:00,  2.85it/s]
Epoch 0: |          | 8701/? [50:57<00:00,  2.85it/s]
Epoch 0: |          | 8701/? [50:57<00:00,  2.85it/s]
Epoch 0: |          | 8702/? [50:57<00:00,  2.85it/s]
Epoch 0: |          | 8702/? [50:57<00:00,  2.85it/s]
Epoch 0: |          | 8703/? [50:58<00:00,  2.85it/s]
Epoch 0: |          | 8703/? [50:58<00:00,  2.85it/s]
Epoch 0: |          | 8704/? [50:58<00:00,  2.85it/s]
Epoch 0: |          | 8704/? [50:58<00:00,  2.85it/s]
Epoch 0: |          | 8705/? [50:58<00:00,  2.85it/s]
Epoch 0: |          | 8705/? [50:58<00:00,  2.85it/s]
Epoch 0: |          | 8706/? [50:58<00:00,  2.85it/s]
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Epoch 0: |          | 8707/? [50:59<00:00,  2.85it/s]
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Epoch 0: |          | 8708/? [50:59<00:00,  2.85it/s]
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Epoch 0: |          | 8709/? [50:59<00:00,  2.85it/s]
Epoch 0: |          | 8709/? [50:59<00:00,  2.85it/s]
Epoch 0: |          | 8710/? [51:00<00:00,  2.85it/s]
Epoch 0: |          | 8710/? [51:00<00:00,  2.85it/s]
Epoch 0: |          | 8711/? [51:00<00:00,  2.85it/s]
Epoch 0: |          | 8711/? [51:00<00:00,  2.85it/s]
Epoch 0: |          | 8712/? [51:00<00:00,  2.85it/s]
Epoch 0: |          | 8712/? [51:00<00:00,  2.85it/s]
Epoch 0: |          | 8713/? [51:00<00:00,  2.85it/s]
Epoch 0: |          | 8713/? [51:00<00:00,  2.85it/s]
Epoch 0: |          | 8714/? [51:01<00:00,  2.85it/s]
Epoch 0: |          | 8714/? [51:01<00:00,  2.85it/s]
Epoch 0: |          | 8715/? [51:01<00:00,  2.85it/s]
Epoch 0: |          | 8715/? [51:01<00:00,  2.85it/s]
Epoch 0: |          | 8716/? [51:01<00:00,  2.85it/s]
Epoch 0: |          | 8716/? [51:01<00:00,  2.85it/s]
Epoch 0: |          | 8717/? [51:02<00:00,  2.85it/s]
Epoch 0: |          | 8717/? [51:02<00:00,  2.85it/s]
Epoch 0: |          | 8718/? [51:02<00:00,  2.85it/s]
Epoch 0: |          | 8718/? [51:02<00:00,  2.85it/s]
Epoch 0: |          | 8719/? [51:02<00:00,  2.85it/s]
Epoch 0: |          | 8719/? [51:02<00:00,  2.85it/s]
Epoch 0: |          | 8720/? [51:02<00:00,  2.85it/s]
Epoch 0: |          | 8720/? [51:02<00:00,  2.85it/s]
Epoch 0: |          | 8721/? [51:03<00:00,  2.85it/s]
Epoch 0: |          | 8721/? [51:03<00:00,  2.85it/s]
Epoch 0: |          | 8722/? [51:03<00:00,  2.85it/s]
Epoch 0: |          | 8722/? [51:03<00:00,  2.85it/s]
Epoch 0: |          | 8723/? [51:03<00:00,  2.85it/s]
Epoch 0: |          | 8723/? [51:03<00:00,  2.85it/s]
Epoch 0: |          | 8724/? [51:04<00:00,  2.85it/s]
Epoch 0: |          | 8724/? [51:04<00:00,  2.85it/s]
Epoch 0: |          | 8725/? [51:04<00:00,  2.85it/s]
Epoch 0: |          | 8725/? [51:04<00:00,  2.85it/s]
Epoch 0: |          | 8726/? [51:04<00:00,  2.85it/s]
Epoch 0: |          | 8726/? [51:04<00:00,  2.85it/s]
Epoch 0: |          | 8727/? [51:04<00:00,  2.85it/s]
Epoch 0: |          | 8727/? [51:04<00:00,  2.85it/s]
Epoch 0: |          | 8728/? [51:05<00:00,  2.85it/s]
Epoch 0: |          | 8728/? [51:05<00:00,  2.85it/s]
Epoch 0: |          | 8729/? [51:05<00:00,  2.85it/s]
Epoch 0: |          | 8729/? [51:05<00:00,  2.85it/s]
Epoch 0: |          | 8730/? [51:05<00:00,  2.85it/s]
Epoch 0: |          | 8730/? [51:05<00:00,  2.85it/s]
Epoch 0: |          | 8731/? [51:06<00:00,  2.85it/s]
Epoch 0: |          | 8731/? [51:06<00:00,  2.85it/s]
Epoch 0: |          | 8732/? [51:06<00:00,  2.85it/s]
Epoch 0: |          | 8732/? [51:06<00:00,  2.85it/s]
Epoch 0: |          | 8733/? [51:06<00:00,  2.85it/s]
Epoch 0: |          | 8733/? [51:06<00:00,  2.85it/s]
Epoch 0: |          | 8734/? [51:06<00:00,  2.85it/s]
Epoch 0: |          | 8734/? [51:06<00:00,  2.85it/s]
Epoch 0: |          | 8735/? [51:07<00:00,  2.85it/s]
Epoch 0: |          | 8735/? [51:07<00:00,  2.85it/s]
Epoch 0: |          | 8736/? [51:07<00:00,  2.85it/s]
Epoch 0: |          | 8736/? [51:07<00:00,  2.85it/s]
Epoch 0: |          | 8737/? [51:07<00:00,  2.85it/s]
Epoch 0: |          | 8737/? [51:07<00:00,  2.85it/s]
Epoch 0: |          | 8738/? [51:08<00:00,  2.85it/s]
Epoch 0: |          | 8738/? [51:08<00:00,  2.85it/s]
Epoch 0: |          | 8739/? [51:08<00:00,  2.85it/s]
Epoch 0: |          | 8739/? [51:08<00:00,  2.85it/s]
Epoch 0: |          | 8740/? [51:08<00:00,  2.85it/s]
Epoch 0: |          | 8740/? [51:08<00:00,  2.85it/s]
Epoch 0: |          | 8741/? [51:08<00:00,  2.85it/s]
Epoch 0: |          | 8741/? [51:08<00:00,  2.85it/s]
Epoch 0: |          | 8742/? [51:09<00:00,  2.85it/s]
Epoch 0: |          | 8742/? [51:09<00:00,  2.85it/s]
Epoch 0: |          | 8743/? [51:09<00:00,  2.85it/s]
Epoch 0: |          | 8743/? [51:09<00:00,  2.85it/s]
Epoch 0: |          | 8744/? [51:09<00:00,  2.85it/s]
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Epoch 0: |          | 8745/? [51:10<00:00,  2.85it/s]
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Epoch 0: |          | 8746/? [51:10<00:00,  2.85it/s]
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Epoch 0: |          | 8747/? [51:10<00:00,  2.85it/s]
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Epoch 0: |          | 8748/? [51:10<00:00,  2.85it/s]
Epoch 0: |          | 8748/? [51:10<00:00,  2.85it/s]
Epoch 0: |          | 8749/? [51:11<00:00,  2.85it/s]
Epoch 0: |          | 8749/? [51:11<00:00,  2.85it/s]
Epoch 0: |          | 8750/? [51:11<00:00,  2.85it/s]
Epoch 0: |          | 8750/? [51:11<00:00,  2.85it/s]
Epoch 0: |          | 8751/? [51:11<00:00,  2.85it/s]
Epoch 0: |          | 8751/? [51:11<00:00,  2.85it/s]
Epoch 0: |          | 8752/? [51:12<00:00,  2.85it/s]
Epoch 0: |          | 8752/? [51:12<00:00,  2.85it/s]
Epoch 0: |          | 8753/? [51:12<00:00,  2.85it/s]
Epoch 0: |          | 8753/? [51:12<00:00,  2.85it/s]
Epoch 0: |          | 8754/? [51:12<00:00,  2.85it/s]
Epoch 0: |          | 8754/? [51:12<00:00,  2.85it/s]
Epoch 0: |          | 8755/? [51:12<00:00,  2.85it/s]
Epoch 0: |          | 8755/? [51:12<00:00,  2.85it/s]
Epoch 0: |          | 8756/? [51:13<00:00,  2.85it/s]
Epoch 0: |          | 8756/? [51:13<00:00,  2.85it/s]
Epoch 0: |          | 8757/? [51:13<00:00,  2.85it/s]
Epoch 0: |          | 8757/? [51:13<00:00,  2.85it/s]
Epoch 0: |          | 8758/? [51:13<00:00,  2.85it/s]
Epoch 0: |          | 8758/? [51:13<00:00,  2.85it/s]
Epoch 0: |          | 8759/? [51:13<00:00,  2.85it/s]
Epoch 0: |          | 8759/? [51:13<00:00,  2.85it/s]
Epoch 0: |          | 8760/? [51:14<00:00,  2.85it/s]
Epoch 0: |          | 8760/? [51:14<00:00,  2.85it/s]
Epoch 0: |          | 8761/? [51:14<00:00,  2.85it/s]
Epoch 0: |          | 8761/? [51:14<00:00,  2.85it/s]
Epoch 0: |          | 8762/? [51:14<00:00,  2.85it/s]
Epoch 0: |          | 8762/? [51:14<00:00,  2.85it/s]
Epoch 0: |          | 8763/? [51:15<00:00,  2.85it/s]
Epoch 0: |          | 8763/? [51:15<00:00,  2.85it/s]
Epoch 0: |          | 8764/? [51:15<00:00,  2.85it/s]
Epoch 0: |          | 8764/? [51:15<00:00,  2.85it/s]
Epoch 0: |          | 8765/? [51:15<00:00,  2.85it/s]
Epoch 0: |          | 8765/? [51:15<00:00,  2.85it/s]
Epoch 0: |          | 8766/? [51:15<00:00,  2.85it/s]
Epoch 0: |          | 8766/? [51:15<00:00,  2.85it/s]
Epoch 0: |          | 8767/? [51:16<00:00,  2.85it/s]
Epoch 0: |          | 8767/? [51:16<00:00,  2.85it/s]
Epoch 0: |          | 8768/? [51:16<00:00,  2.85it/s]
Epoch 0: |          | 8768/? [51:16<00:00,  2.85it/s]
Epoch 0: |          | 8769/? [51:16<00:00,  2.85it/s]
Epoch 0: |          | 8769/? [51:16<00:00,  2.85it/s]
Epoch 0: |          | 8770/? [51:17<00:00,  2.85it/s]
Epoch 0: |          | 8770/? [51:17<00:00,  2.85it/s]
Epoch 0: |          | 8771/? [51:17<00:00,  2.85it/s]
Epoch 0: |          | 8771/? [51:17<00:00,  2.85it/s]
Epoch 0: |          | 8772/? [51:17<00:00,  2.85it/s]
Epoch 0: |          | 8772/? [51:17<00:00,  2.85it/s]
Epoch 0: |          | 8773/? [51:17<00:00,  2.85it/s]
Epoch 0: |          | 8773/? [51:17<00:00,  2.85it/s]
Epoch 0: |          | 8774/? [51:18<00:00,  2.85it/s]
Epoch 0: |          | 8774/? [51:18<00:00,  2.85it/s]
Epoch 0: |          | 8775/? [51:18<00:00,  2.85it/s]
Epoch 0: |          | 8775/? [51:18<00:00,  2.85it/s]
Epoch 0: |          | 8776/? [51:18<00:00,  2.85it/s]
Epoch 0: |          | 8776/? [51:18<00:00,  2.85it/s]
Epoch 0: |          | 8777/? [51:19<00:00,  2.85it/s]
Epoch 0: |          | 8777/? [51:19<00:00,  2.85it/s]
Epoch 0: |          | 8778/? [51:19<00:00,  2.85it/s]
Epoch 0: |          | 8778/? [51:19<00:00,  2.85it/s]
Epoch 0: |          | 8779/? [51:19<00:00,  2.85it/s]
Epoch 0: |          | 8779/? [51:19<00:00,  2.85it/s]
Epoch 0: |          | 8780/? [51:19<00:00,  2.85it/s]
Epoch 0: |          | 8780/? [51:19<00:00,  2.85it/s]
Epoch 0: |          | 8781/? [51:20<00:00,  2.85it/s]
Epoch 0: |          | 8781/? [51:20<00:00,  2.85it/s]
Epoch 0: |          | 8782/? [51:20<00:00,  2.85it/s]
Epoch 0: |          | 8782/? [51:20<00:00,  2.85it/s]
Epoch 0: |          | 8783/? [51:20<00:00,  2.85it/s]
Epoch 0: |          | 8783/? [51:20<00:00,  2.85it/s]
Epoch 0: |          | 8784/? [51:21<00:00,  2.85it/s]
Epoch 0: |          | 8784/? [51:21<00:00,  2.85it/s]
Epoch 0: |          | 8785/? [51:21<00:00,  2.85it/s]
Epoch 0: |          | 8785/? [51:21<00:00,  2.85it/s]
Epoch 0: |          | 8786/? [51:21<00:00,  2.85it/s]
Epoch 0: |          | 8786/? [51:21<00:00,  2.85it/s]
Epoch 0: |          | 8787/? [51:21<00:00,  2.85it/s]
Epoch 0: |          | 8787/? [51:21<00:00,  2.85it/s]
Epoch 0: |          | 8788/? [51:22<00:00,  2.85it/s]
Epoch 0: |          | 8788/? [51:22<00:00,  2.85it/s]
Epoch 0: |          | 8789/? [51:22<00:00,  2.85it/s]
Epoch 0: |          | 8789/? [51:22<00:00,  2.85it/s]
Epoch 0: |          | 8790/? [51:22<00:00,  2.85it/s]
Epoch 0: |          | 8790/? [51:22<00:00,  2.85it/s]
Epoch 0: |          | 8791/? [51:23<00:00,  2.85it/s]
Epoch 0: |          | 8791/? [51:23<00:00,  2.85it/s]
Epoch 0: |          | 8792/? [51:23<00:00,  2.85it/s]
Epoch 0: |          | 8792/? [51:23<00:00,  2.85it/s]
Epoch 0: |          | 8793/? [51:23<00:00,  2.85it/s]
Epoch 0: |          | 8793/? [51:23<00:00,  2.85it/s]
Epoch 0: |          | 8794/? [51:23<00:00,  2.85it/s]
Epoch 0: |          | 8794/? [51:23<00:00,  2.85it/s]
Epoch 0: |          | 8795/? [51:24<00:00,  2.85it/s]
Epoch 0: |          | 8795/? [51:24<00:00,  2.85it/s]
Epoch 0: |          | 8796/? [51:24<00:00,  2.85it/s]
Epoch 0: |          | 8796/? [51:24<00:00,  2.85it/s]
Epoch 0: |          | 8797/? [51:24<00:00,  2.85it/s]
Epoch 0: |          | 8797/? [51:24<00:00,  2.85it/s]
Epoch 0: |          | 8798/? [51:25<00:00,  2.85it/s]
Epoch 0: |          | 8798/? [51:25<00:00,  2.85it/s]
Epoch 0: |          | 8799/? [51:25<00:00,  2.85it/s]
Epoch 0: |          | 8799/? [51:25<00:00,  2.85it/s]
Epoch 0: |          | 8800/? [51:25<00:00,  2.85it/s]
Epoch 0: |          | 8800/? [51:25<00:00,  2.85it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.79it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.73it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.60it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.30it/s]

Epoch 0: |          | 8800/? [51:25<00:00,  2.85it/s]
Epoch 0: |          | 8801/? [51:26<00:00,  2.85it/s]
Epoch 0: |          | 8801/? [51:26<00:00,  2.85it/s]
Epoch 0: |          | 8802/? [51:26<00:00,  2.85it/s]
Epoch 0: |          | 8802/? [51:26<00:00,  2.85it/s]
Epoch 0: |          | 8803/? [51:26<00:00,  2.85it/s]
Epoch 0: |          | 8803/? [51:26<00:00,  2.85it/s]
Epoch 0: |          | 8804/? [51:27<00:00,  2.85it/s]
Epoch 0: |          | 8804/? [51:27<00:00,  2.85it/s]
Epoch 0: |          | 8805/? [51:27<00:00,  2.85it/s]
Epoch 0: |          | 8805/? [51:27<00:00,  2.85it/s]
Epoch 0: |          | 8806/? [51:27<00:00,  2.85it/s]
Epoch 0: |          | 8806/? [51:27<00:00,  2.85it/s]
Epoch 0: |          | 8807/? [51:27<00:00,  2.85it/s]
Epoch 0: |          | 8807/? [51:27<00:00,  2.85it/s]
Epoch 0: |          | 8808/? [51:28<00:00,  2.85it/s]
Epoch 0: |          | 8808/? [51:28<00:00,  2.85it/s]
Epoch 0: |          | 8809/? [51:28<00:00,  2.85it/s]
Epoch 0: |          | 8809/? [51:28<00:00,  2.85it/s]
Epoch 0: |          | 8810/? [51:28<00:00,  2.85it/s]
Epoch 0: |          | 8810/? [51:28<00:00,  2.85it/s]
Epoch 0: |          | 8811/? [51:29<00:00,  2.85it/s]
Epoch 0: |          | 8811/? [51:29<00:00,  2.85it/s]
Epoch 0: |          | 8812/? [51:29<00:00,  2.85it/s]
Epoch 0: |          | 8812/? [51:29<00:00,  2.85it/s]
Epoch 0: |          | 8813/? [51:29<00:00,  2.85it/s]
Epoch 0: |          | 8813/? [51:29<00:00,  2.85it/s]
Epoch 0: |          | 8814/? [51:29<00:00,  2.85it/s]
Epoch 0: |          | 8814/? [51:29<00:00,  2.85it/s]
Epoch 0: |          | 8815/? [51:30<00:00,  2.85it/s]
Epoch 0: |          | 8815/? [51:30<00:00,  2.85it/s]
Epoch 0: |          | 8816/? [51:30<00:00,  2.85it/s]
Epoch 0: |          | 8816/? [51:30<00:00,  2.85it/s]
Epoch 0: |          | 8817/? [51:30<00:00,  2.85it/s]
Epoch 0: |          | 8817/? [51:30<00:00,  2.85it/s]
Epoch 0: |          | 8818/? [51:31<00:00,  2.85it/s]
Epoch 0: |          | 8818/? [51:31<00:00,  2.85it/s]
Epoch 0: |          | 8819/? [51:31<00:00,  2.85it/s]
Epoch 0: |          | 8819/? [51:31<00:00,  2.85it/s]
Epoch 0: |          | 8820/? [51:31<00:00,  2.85it/s]
Epoch 0: |          | 8820/? [51:31<00:00,  2.85it/s]
Epoch 0: |          | 8821/? [51:31<00:00,  2.85it/s]
Epoch 0: |          | 8821/? [51:31<00:00,  2.85it/s]
Epoch 0: |          | 8822/? [51:32<00:00,  2.85it/s]
Epoch 0: |          | 8822/? [51:32<00:00,  2.85it/s]
Epoch 0: |          | 8823/? [51:32<00:00,  2.85it/s]
Epoch 0: |          | 8823/? [51:32<00:00,  2.85it/s]
Epoch 0: |          | 8824/? [51:32<00:00,  2.85it/s]
Epoch 0: |          | 8824/? [51:32<00:00,  2.85it/s]
Epoch 0: |          | 8825/? [51:33<00:00,  2.85it/s]
Epoch 0: |          | 8825/? [51:33<00:00,  2.85it/s]
Epoch 0: |          | 8826/? [51:33<00:00,  2.85it/s]
Epoch 0: |          | 8826/? [51:33<00:00,  2.85it/s]
Epoch 0: |          | 8827/? [51:33<00:00,  2.85it/s]
Epoch 0: |          | 8827/? [51:33<00:00,  2.85it/s]
Epoch 0: |          | 8828/? [51:33<00:00,  2.85it/s]
Epoch 0: |          | 8828/? [51:33<00:00,  2.85it/s]
Epoch 0: |          | 8829/? [51:34<00:00,  2.85it/s]
Epoch 0: |          | 8829/? [51:34<00:00,  2.85it/s]
Epoch 0: |          | 8830/? [51:34<00:00,  2.85it/s]
Epoch 0: |          | 8830/? [51:34<00:00,  2.85it/s]
Epoch 0: |          | 8831/? [51:34<00:00,  2.85it/s]
Epoch 0: |          | 8831/? [51:34<00:00,  2.85it/s]
Epoch 0: |          | 8832/? [51:35<00:00,  2.85it/s]
Epoch 0: |          | 8832/? [51:35<00:00,  2.85it/s]
Epoch 0: |          | 8833/? [51:35<00:00,  2.85it/s]
Epoch 0: |          | 8833/? [51:35<00:00,  2.85it/s]
Epoch 0: |          | 8834/? [51:35<00:00,  2.85it/s]
Epoch 0: |          | 8834/? [51:35<00:00,  2.85it/s]
Epoch 0: |          | 8835/? [51:35<00:00,  2.85it/s]
Epoch 0: |          | 8835/? [51:35<00:00,  2.85it/s]
Epoch 0: |          | 8836/? [51:36<00:00,  2.85it/s]
Epoch 0: |          | 8836/? [51:36<00:00,  2.85it/s]
Epoch 0: |          | 8837/? [51:36<00:00,  2.85it/s]
Epoch 0: |          | 8837/? [51:36<00:00,  2.85it/s]
Epoch 0: |          | 8838/? [51:36<00:00,  2.85it/s]
Epoch 0: |          | 8838/? [51:36<00:00,  2.85it/s]
Epoch 0: |          | 8839/? [51:36<00:00,  2.85it/s]
Epoch 0: |          | 8839/? [51:36<00:00,  2.85it/s]
Epoch 0: |          | 8840/? [51:37<00:00,  2.85it/s]
Epoch 0: |          | 8840/? [51:37<00:00,  2.85it/s]
Epoch 0: |          | 8841/? [51:37<00:00,  2.85it/s]
Epoch 0: |          | 8841/? [51:37<00:00,  2.85it/s]
Epoch 0: |          | 8842/? [51:37<00:00,  2.85it/s]
Epoch 0: |          | 8842/? [51:37<00:00,  2.85it/s]
Epoch 0: |          | 8843/? [51:38<00:00,  2.85it/s]
Epoch 0: |          | 8843/? [51:38<00:00,  2.85it/s]
Epoch 0: |          | 8844/? [51:38<00:00,  2.85it/s]
Epoch 0: |          | 8844/? [51:38<00:00,  2.85it/s]
Epoch 0: |          | 8845/? [51:38<00:00,  2.85it/s]
Epoch 0: |          | 8845/? [51:38<00:00,  2.85it/s]
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Epoch 0: |          | 8862/? [51:43<00:00,  2.86it/s]
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Epoch 0: |          | 8865/? [51:44<00:00,  2.86it/s]
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Epoch 0: |          | 8868/? [51:45<00:00,  2.86it/s]
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Epoch 0: |          | 8869/? [51:45<00:00,  2.86it/s]
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Epoch 0: |          | 8872/? [51:46<00:00,  2.86it/s]
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Epoch 0: |          | 8874/? [51:46<00:00,  2.86it/s]
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Epoch 0: |          | 8875/? [51:47<00:00,  2.86it/s]
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Epoch 0: |          | 8876/? [51:47<00:00,  2.86it/s]
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Epoch 0: |          | 8878/? [51:47<00:00,  2.86it/s]
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Epoch 0: |          | 8879/? [51:48<00:00,  2.86it/s]
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Epoch 0: |          | 8880/? [51:48<00:00,  2.86it/s]
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Epoch 0: |          | 8881/? [51:48<00:00,  2.86it/s]
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Epoch 0: |          | 8882/? [51:49<00:00,  2.86it/s]
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Epoch 0: |          | 8883/? [51:49<00:00,  2.86it/s]
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Epoch 0: |          | 8884/? [51:49<00:00,  2.86it/s]
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Epoch 0: |          | 8885/? [51:49<00:00,  2.86it/s]
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Epoch 0: |          | 8886/? [51:50<00:00,  2.86it/s]
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Epoch 0: |          | 8887/? [51:50<00:00,  2.86it/s]
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Epoch 0: |          | 8888/? [51:50<00:00,  2.86it/s]
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Epoch 0: |          | 8889/? [51:51<00:00,  2.86it/s]
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Epoch 0: |          | 8890/? [51:51<00:00,  2.86it/s]
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Epoch 0: |          | 8891/? [51:51<00:00,  2.86it/s]
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Epoch 0: |          | 8892/? [51:51<00:00,  2.86it/s]
Epoch 0: |          | 8892/? [51:51<00:00,  2.86it/s]
Epoch 0: |          | 8893/? [51:52<00:00,  2.86it/s]
Epoch 0: |          | 8893/? [51:52<00:00,  2.86it/s]
Epoch 0: |          | 8894/? [51:52<00:00,  2.86it/s]
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Epoch 0: |          | 8895/? [51:52<00:00,  2.86it/s]
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Epoch 0: |          | 8896/? [51:53<00:00,  2.86it/s]
Epoch 0: |          | 8896/? [51:53<00:00,  2.86it/s]
Epoch 0: |          | 8897/? [51:53<00:00,  2.86it/s]
Epoch 0: |          | 8897/? [51:53<00:00,  2.86it/s]
Epoch 0: |          | 8898/? [51:53<00:00,  2.86it/s]
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Epoch 0: |          | 8899/? [51:53<00:00,  2.86it/s]
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Epoch 0: |          | 8900/? [51:54<00:00,  2.86it/s]
Epoch 0: |          | 8900/? [51:54<00:00,  2.86it/s]
Epoch 0: |          | 8901/? [51:54<00:00,  2.86it/s]
Epoch 0: |          | 8901/? [51:54<00:00,  2.86it/s]
Epoch 0: |          | 8902/? [51:54<00:00,  2.86it/s]
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Epoch 0: |          | 8903/? [51:55<00:00,  2.86it/s]
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Epoch 0: |          | 8904/? [51:55<00:00,  2.86it/s]
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Epoch 0: |          | 8905/? [51:55<00:00,  2.86it/s]
Epoch 0: |          | 8905/? [51:55<00:00,  2.86it/s]
Epoch 0: |          | 8906/? [51:55<00:00,  2.86it/s]
Epoch 0: |          | 8906/? [51:55<00:00,  2.86it/s]
Epoch 0: |          | 8907/? [51:56<00:00,  2.86it/s]
Epoch 0: |          | 8907/? [51:56<00:00,  2.86it/s]
Epoch 0: |          | 8908/? [51:56<00:00,  2.86it/s]
Epoch 0: |          | 8908/? [51:56<00:00,  2.86it/s]
Epoch 0: |          | 8909/? [51:56<00:00,  2.86it/s]
Epoch 0: |          | 8909/? [51:56<00:00,  2.86it/s]
Epoch 0: |          | 8910/? [51:57<00:00,  2.86it/s]
Epoch 0: |          | 8910/? [51:57<00:00,  2.86it/s]
Epoch 0: |          | 8911/? [51:57<00:00,  2.86it/s]
Epoch 0: |          | 8911/? [51:57<00:00,  2.86it/s]
Epoch 0: |          | 8912/? [51:57<00:00,  2.86it/s]
Epoch 0: |          | 8912/? [51:57<00:00,  2.86it/s]
Epoch 0: |          | 8913/? [51:57<00:00,  2.86it/s]
Epoch 0: |          | 8913/? [51:57<00:00,  2.86it/s]
Epoch 0: |          | 8914/? [51:58<00:00,  2.86it/s]
Epoch 0: |          | 8914/? [51:58<00:00,  2.86it/s]
Epoch 0: |          | 8915/? [51:58<00:00,  2.86it/s]
Epoch 0: |          | 8915/? [51:58<00:00,  2.86it/s]
Epoch 0: |          | 8916/? [51:58<00:00,  2.86it/s]
Epoch 0: |          | 8916/? [51:58<00:00,  2.86it/s]
Epoch 0: |          | 8917/? [51:59<00:00,  2.86it/s]
Epoch 0: |          | 8917/? [51:59<00:00,  2.86it/s]
Epoch 0: |          | 8918/? [51:59<00:00,  2.86it/s]
Epoch 0: |          | 8918/? [51:59<00:00,  2.86it/s]
Epoch 0: |          | 8919/? [51:59<00:00,  2.86it/s]
Epoch 0: |          | 8919/? [51:59<00:00,  2.86it/s]
Epoch 0: |          | 8920/? [51:59<00:00,  2.86it/s]
Epoch 0: |          | 8920/? [51:59<00:00,  2.86it/s]
Epoch 0: |          | 8921/? [52:00<00:00,  2.86it/s]
Epoch 0: |          | 8921/? [52:00<00:00,  2.86it/s]
Epoch 0: |          | 8922/? [52:00<00:00,  2.86it/s]
Epoch 0: |          | 8922/? [52:00<00:00,  2.86it/s]
Epoch 0: |          | 8923/? [52:00<00:00,  2.86it/s]
Epoch 0: |          | 8923/? [52:00<00:00,  2.86it/s]
Epoch 0: |          | 8924/? [52:01<00:00,  2.86it/s]
Epoch 0: |          | 8924/? [52:01<00:00,  2.86it/s]
Epoch 0: |          | 8925/? [52:01<00:00,  2.86it/s]
Epoch 0: |          | 8925/? [52:01<00:00,  2.86it/s]
Epoch 0: |          | 8926/? [52:01<00:00,  2.86it/s]
Epoch 0: |          | 8926/? [52:01<00:00,  2.86it/s]
Epoch 0: |          | 8927/? [52:01<00:00,  2.86it/s]
Epoch 0: |          | 8927/? [52:01<00:00,  2.86it/s]
Epoch 0: |          | 8928/? [52:02<00:00,  2.86it/s]
Epoch 0: |          | 8928/? [52:02<00:00,  2.86it/s]
Epoch 0: |          | 8929/? [52:02<00:00,  2.86it/s]
Epoch 0: |          | 8929/? [52:02<00:00,  2.86it/s]
Epoch 0: |          | 8930/? [52:02<00:00,  2.86it/s]
Epoch 0: |          | 8930/? [52:02<00:00,  2.86it/s]
Epoch 0: |          | 8931/? [52:03<00:00,  2.86it/s]
Epoch 0: |          | 8931/? [52:03<00:00,  2.86it/s]
Epoch 0: |          | 8932/? [52:03<00:00,  2.86it/s]
Epoch 0: |          | 8932/? [52:03<00:00,  2.86it/s]
Epoch 0: |          | 8933/? [52:03<00:00,  2.86it/s]
Epoch 0: |          | 8933/? [52:03<00:00,  2.86it/s]
Epoch 0: |          | 8934/? [52:03<00:00,  2.86it/s]
Epoch 0: |          | 8934/? [52:03<00:00,  2.86it/s]
Epoch 0: |          | 8935/? [52:04<00:00,  2.86it/s]
Epoch 0: |          | 8935/? [52:04<00:00,  2.86it/s]
Epoch 0: |          | 8936/? [52:04<00:00,  2.86it/s]
Epoch 0: |          | 8936/? [52:04<00:00,  2.86it/s]
Epoch 0: |          | 8937/? [52:04<00:00,  2.86it/s]
Epoch 0: |          | 8937/? [52:04<00:00,  2.86it/s]
Epoch 0: |          | 8938/? [52:04<00:00,  2.86it/s]
Epoch 0: |          | 8938/? [52:04<00:00,  2.86it/s]
Epoch 0: |          | 8939/? [52:05<00:00,  2.86it/s]
Epoch 0: |          | 8939/? [52:05<00:00,  2.86it/s]
Epoch 0: |          | 8940/? [52:05<00:00,  2.86it/s]
Epoch 0: |          | 8940/? [52:05<00:00,  2.86it/s]
Epoch 0: |          | 8941/? [52:05<00:00,  2.86it/s]
Epoch 0: |          | 8941/? [52:05<00:00,  2.86it/s]
Epoch 0: |          | 8942/? [52:06<00:00,  2.86it/s]
Epoch 0: |          | 8942/? [52:06<00:00,  2.86it/s]
Epoch 0: |          | 8943/? [52:06<00:00,  2.86it/s]
Epoch 0: |          | 8943/? [52:06<00:00,  2.86it/s]
Epoch 0: |          | 8944/? [52:06<00:00,  2.86it/s]
Epoch 0: |          | 8944/? [52:06<00:00,  2.86it/s]
Epoch 0: |          | 8945/? [52:06<00:00,  2.86it/s]
Epoch 0: |          | 8945/? [52:06<00:00,  2.86it/s]
Epoch 0: |          | 8946/? [52:07<00:00,  2.86it/s]
Epoch 0: |          | 8946/? [52:07<00:00,  2.86it/s]
Epoch 0: |          | 8947/? [52:07<00:00,  2.86it/s]
Epoch 0: |          | 8947/? [52:07<00:00,  2.86it/s]
Epoch 0: |          | 8948/? [52:07<00:00,  2.86it/s]
Epoch 0: |          | 8948/? [52:07<00:00,  2.86it/s]
Epoch 0: |          | 8949/? [52:08<00:00,  2.86it/s]
Epoch 0: |          | 8949/? [52:08<00:00,  2.86it/s]
Epoch 0: |          | 8950/? [52:08<00:00,  2.86it/s]
Epoch 0: |          | 8950/? [52:08<00:00,  2.86it/s]
Epoch 0: |          | 8951/? [52:08<00:00,  2.86it/s]
Epoch 0: |          | 8951/? [52:08<00:00,  2.86it/s]
Epoch 0: |          | 8952/? [52:08<00:00,  2.86it/s]
Epoch 0: |          | 8952/? [52:08<00:00,  2.86it/s]
Epoch 0: |          | 8953/? [52:09<00:00,  2.86it/s]
Epoch 0: |          | 8953/? [52:09<00:00,  2.86it/s]
Epoch 0: |          | 8954/? [52:09<00:00,  2.86it/s]
Epoch 0: |          | 8954/? [52:09<00:00,  2.86it/s]
Epoch 0: |          | 8955/? [52:09<00:00,  2.86it/s]
Epoch 0: |          | 8955/? [52:09<00:00,  2.86it/s]
Epoch 0: |          | 8956/? [52:10<00:00,  2.86it/s]
Epoch 0: |          | 8956/? [52:10<00:00,  2.86it/s]
Epoch 0: |          | 8957/? [52:10<00:00,  2.86it/s]
Epoch 0: |          | 8957/? [52:10<00:00,  2.86it/s]
Epoch 0: |          | 8958/? [52:10<00:00,  2.86it/s]
Epoch 0: |          | 8958/? [52:10<00:00,  2.86it/s]
Epoch 0: |          | 8959/? [52:10<00:00,  2.86it/s]
Epoch 0: |          | 8959/? [52:10<00:00,  2.86it/s]
Epoch 0: |          | 8960/? [52:11<00:00,  2.86it/s]
Epoch 0: |          | 8960/? [52:11<00:00,  2.86it/s]
Epoch 0: |          | 8961/? [52:11<00:00,  2.86it/s]
Epoch 0: |          | 8961/? [52:11<00:00,  2.86it/s]
Epoch 0: |          | 8962/? [52:11<00:00,  2.86it/s]
Epoch 0: |          | 8962/? [52:11<00:00,  2.86it/s]
Epoch 0: |          | 8963/? [52:12<00:00,  2.86it/s]
Epoch 0: |          | 8963/? [52:12<00:00,  2.86it/s]
Epoch 0: |          | 8964/? [52:12<00:00,  2.86it/s]
Epoch 0: |          | 8964/? [52:12<00:00,  2.86it/s]
Epoch 0: |          | 8965/? [52:12<00:00,  2.86it/s]
Epoch 0: |          | 8965/? [52:12<00:00,  2.86it/s]
Epoch 0: |          | 8966/? [52:12<00:00,  2.86it/s]
Epoch 0: |          | 8966/? [52:12<00:00,  2.86it/s]
Epoch 0: |          | 8967/? [52:13<00:00,  2.86it/s]
Epoch 0: |          | 8967/? [52:13<00:00,  2.86it/s]
Epoch 0: |          | 8968/? [52:13<00:00,  2.86it/s]
Epoch 0: |          | 8968/? [52:13<00:00,  2.86it/s]
Epoch 0: |          | 8969/? [52:13<00:00,  2.86it/s]
Epoch 0: |          | 8969/? [52:13<00:00,  2.86it/s]
Epoch 0: |          | 8970/? [52:14<00:00,  2.86it/s]
Epoch 0: |          | 8970/? [52:14<00:00,  2.86it/s]
Epoch 0: |          | 8971/? [52:14<00:00,  2.86it/s]
Epoch 0: |          | 8971/? [52:14<00:00,  2.86it/s]
Epoch 0: |          | 8972/? [52:14<00:00,  2.86it/s]
Epoch 0: |          | 8972/? [52:14<00:00,  2.86it/s]
Epoch 0: |          | 8973/? [52:14<00:00,  2.86it/s]
Epoch 0: |          | 8973/? [52:14<00:00,  2.86it/s]
Epoch 0: |          | 8974/? [52:15<00:00,  2.86it/s]
Epoch 0: |          | 8974/? [52:15<00:00,  2.86it/s]
Epoch 0: |          | 8975/? [52:15<00:00,  2.86it/s]
Epoch 0: |          | 8975/? [52:15<00:00,  2.86it/s]
Epoch 0: |          | 8976/? [52:15<00:00,  2.86it/s]
Epoch 0: |          | 8976/? [52:15<00:00,  2.86it/s]
Epoch 0: |          | 8977/? [52:15<00:00,  2.86it/s]
Epoch 0: |          | 8977/? [52:15<00:00,  2.86it/s]
Epoch 0: |          | 8978/? [52:16<00:00,  2.86it/s]
Epoch 0: |          | 8978/? [52:16<00:00,  2.86it/s]
Epoch 0: |          | 8979/? [52:16<00:00,  2.86it/s]
Epoch 0: |          | 8979/? [52:16<00:00,  2.86it/s]
Epoch 0: |          | 8980/? [52:16<00:00,  2.86it/s]
Epoch 0: |          | 8980/? [52:16<00:00,  2.86it/s]
Epoch 0: |          | 8981/? [52:17<00:00,  2.86it/s]
Epoch 0: |          | 8981/? [52:17<00:00,  2.86it/s]
Epoch 0: |          | 8982/? [52:17<00:00,  2.86it/s]
Epoch 0: |          | 8982/? [52:17<00:00,  2.86it/s]
Epoch 0: |          | 8983/? [52:17<00:00,  2.86it/s]
Epoch 0: |          | 8983/? [52:17<00:00,  2.86it/s]
Epoch 0: |          | 8984/? [52:17<00:00,  2.86it/s]
Epoch 0: |          | 8984/? [52:17<00:00,  2.86it/s]
Epoch 0: |          | 8985/? [52:18<00:00,  2.86it/s]
Epoch 0: |          | 8985/? [52:18<00:00,  2.86it/s]
Epoch 0: |          | 8986/? [52:18<00:00,  2.86it/s]
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Epoch 0: |          | 8987/? [52:18<00:00,  2.86it/s]
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Epoch 0: |          | 8988/? [52:19<00:00,  2.86it/s]
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Epoch 0: |          | 8990/? [52:19<00:00,  2.86it/s]
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Epoch 0: |          | 8991/? [52:20<00:00,  2.86it/s]
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Epoch 0: |          | 8992/? [52:20<00:00,  2.86it/s]
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Epoch 0: |          | 8993/? [52:20<00:00,  2.86it/s]
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Epoch 0: |          | 8994/? [52:21<00:00,  2.86it/s]
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Epoch 0: |          | 8997/? [52:21<00:00,  2.86it/s]
Epoch 0: |          | 8998/? [52:22<00:00,  2.86it/s]
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Epoch 0: |          | 8999/? [52:22<00:00,  2.86it/s]
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Epoch 0: |          | 9000/? [52:22<00:00,  2.86it/s]
Epoch 0: |          | 9000/? [52:22<00:00,  2.86it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.20it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.84it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.27it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.85it/s]

Epoch 0: |          | 9000/? [52:23<00:00,  2.86it/s]
Epoch 0: |          | 9001/? [52:23<00:00,  2.86it/s]
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Epoch 0: |          | 9002/? [52:23<00:00,  2.86it/s]
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Epoch 0: |          | 9003/? [52:23<00:00,  2.86it/s]
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Epoch 0: |          | 9004/? [52:24<00:00,  2.86it/s]
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Epoch 0: |          | 9005/? [52:24<00:00,  2.86it/s]
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Epoch 0: |          | 9006/? [52:24<00:00,  2.86it/s]
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Epoch 0: |          | 9007/? [52:25<00:00,  2.86it/s]
Epoch 0: |          | 9007/? [52:25<00:00,  2.86it/s]
Epoch 0: |          | 9008/? [52:25<00:00,  2.86it/s]
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Epoch 0: |          | 9009/? [52:25<00:00,  2.86it/s]
Epoch 0: |          | 9009/? [52:25<00:00,  2.86it/s]
Epoch 0: |          | 9010/? [52:25<00:00,  2.86it/s]
Epoch 0: |          | 9010/? [52:25<00:00,  2.86it/s]
Epoch 0: |          | 9011/? [52:26<00:00,  2.86it/s]
Epoch 0: |          | 9011/? [52:26<00:00,  2.86it/s]
Epoch 0: |          | 9012/? [52:26<00:00,  2.86it/s]
Epoch 0: |          | 9012/? [52:26<00:00,  2.86it/s]
Epoch 0: |          | 9013/? [52:26<00:00,  2.86it/s]
Epoch 0: |          | 9013/? [52:26<00:00,  2.86it/s]
Epoch 0: |          | 9014/? [52:27<00:00,  2.86it/s]
Epoch 0: |          | 9014/? [52:27<00:00,  2.86it/s]
Epoch 0: |          | 9015/? [52:27<00:00,  2.86it/s]
Epoch 0: |          | 9015/? [52:27<00:00,  2.86it/s]
Epoch 0: |          | 9016/? [52:27<00:00,  2.86it/s]
Epoch 0: |          | 9016/? [52:27<00:00,  2.86it/s]
Epoch 0: |          | 9017/? [52:27<00:00,  2.86it/s]
Epoch 0: |          | 9017/? [52:27<00:00,  2.86it/s]
Epoch 0: |          | 9018/? [52:28<00:00,  2.86it/s]
Epoch 0: |          | 9018/? [52:28<00:00,  2.86it/s]
Epoch 0: |          | 9019/? [52:28<00:00,  2.86it/s]
Epoch 0: |          | 9019/? [52:28<00:00,  2.86it/s]
Epoch 0: |          | 9020/? [52:28<00:00,  2.86it/s]
Epoch 0: |          | 9020/? [52:28<00:00,  2.86it/s]
Epoch 0: |          | 9021/? [52:29<00:00,  2.86it/s]
Epoch 0: |          | 9021/? [52:29<00:00,  2.86it/s]
Epoch 0: |          | 9022/? [52:29<00:00,  2.86it/s]
Epoch 0: |          | 9022/? [52:29<00:00,  2.86it/s]
Epoch 0: |          | 9023/? [52:29<00:00,  2.86it/s]
Epoch 0: |          | 9023/? [52:29<00:00,  2.86it/s]
Epoch 0: |          | 9024/? [52:29<00:00,  2.86it/s]
Epoch 0: |          | 9024/? [52:29<00:00,  2.86it/s]
Epoch 0: |          | 9025/? [52:30<00:00,  2.86it/s]
Epoch 0: |          | 9025/? [52:30<00:00,  2.86it/s]
Epoch 0: |          | 9026/? [52:30<00:00,  2.87it/s]
Epoch 0: |          | 9026/? [52:30<00:00,  2.87it/s]
Epoch 0: |          | 9027/? [52:30<00:00,  2.87it/s]
Epoch 0: |          | 9027/? [52:30<00:00,  2.87it/s]
Epoch 0: |          | 9028/? [52:30<00:00,  2.87it/s]
Epoch 0: |          | 9028/? [52:30<00:00,  2.87it/s]
Epoch 0: |          | 9029/? [52:31<00:00,  2.87it/s]
Epoch 0: |          | 9029/? [52:31<00:00,  2.87it/s]
Epoch 0: |          | 9030/? [52:31<00:00,  2.87it/s]
Epoch 0: |          | 9030/? [52:31<00:00,  2.87it/s]
Epoch 0: |          | 9031/? [52:31<00:00,  2.87it/s]
Epoch 0: |          | 9031/? [52:31<00:00,  2.87it/s]
Epoch 0: |          | 9032/? [52:32<00:00,  2.87it/s]
Epoch 0: |          | 9032/? [52:32<00:00,  2.87it/s]
Epoch 0: |          | 9033/? [52:32<00:00,  2.87it/s]
Epoch 0: |          | 9033/? [52:32<00:00,  2.87it/s]
Epoch 0: |          | 9034/? [52:32<00:00,  2.87it/s]
Epoch 0: |          | 9034/? [52:32<00:00,  2.87it/s]
Epoch 0: |          | 9035/? [52:32<00:00,  2.87it/s]
Epoch 0: |          | 9035/? [52:32<00:00,  2.87it/s]
Epoch 0: |          | 9036/? [52:33<00:00,  2.87it/s]
Epoch 0: |          | 9036/? [52:33<00:00,  2.87it/s]
Epoch 0: |          | 9037/? [52:33<00:00,  2.87it/s]
Epoch 0: |          | 9037/? [52:33<00:00,  2.87it/s]
Epoch 0: |          | 9038/? [52:33<00:00,  2.87it/s]
Epoch 0: |          | 9038/? [52:33<00:00,  2.87it/s]
Epoch 0: |          | 9039/? [52:34<00:00,  2.87it/s]
Epoch 0: |          | 9039/? [52:34<00:00,  2.87it/s]
Epoch 0: |          | 9040/? [52:34<00:00,  2.87it/s]
Epoch 0: |          | 9040/? [52:34<00:00,  2.87it/s]
Epoch 0: |          | 9041/? [52:34<00:00,  2.87it/s]
Epoch 0: |          | 9041/? [52:34<00:00,  2.87it/s]
Epoch 0: |          | 9042/? [52:34<00:00,  2.87it/s]
Epoch 0: |          | 9042/? [52:34<00:00,  2.87it/s]
Epoch 0: |          | 9043/? [52:35<00:00,  2.87it/s]
Epoch 0: |          | 9043/? [52:35<00:00,  2.87it/s]
Epoch 0: |          | 9044/? [52:35<00:00,  2.87it/s]
Epoch 0: |          | 9044/? [52:35<00:00,  2.87it/s]
Epoch 0: |          | 9045/? [52:35<00:00,  2.87it/s]
Epoch 0: |          | 9045/? [52:35<00:00,  2.87it/s]
Epoch 0: |          | 9046/? [52:36<00:00,  2.87it/s]
Epoch 0: |          | 9046/? [52:36<00:00,  2.87it/s]
Epoch 0: |          | 9047/? [52:36<00:00,  2.87it/s]
Epoch 0: |          | 9047/? [52:36<00:00,  2.87it/s]
Epoch 0: |          | 9048/? [52:36<00:00,  2.87it/s]
Epoch 0: |          | 9048/? [52:36<00:00,  2.87it/s]
Epoch 0: |          | 9049/? [52:36<00:00,  2.87it/s]
Epoch 0: |          | 9049/? [52:36<00:00,  2.87it/s]
Epoch 0: |          | 9050/? [52:37<00:00,  2.87it/s]
Epoch 0: |          | 9050/? [52:37<00:00,  2.87it/s]
Epoch 0: |          | 9051/? [52:37<00:00,  2.87it/s]
Epoch 0: |          | 9051/? [52:37<00:00,  2.87it/s]
Epoch 0: |          | 9052/? [52:37<00:00,  2.87it/s]
Epoch 0: |          | 9052/? [52:37<00:00,  2.87it/s]
Epoch 0: |          | 9053/? [52:38<00:00,  2.87it/s]
Epoch 0: |          | 9053/? [52:38<00:00,  2.87it/s]
Epoch 0: |          | 9054/? [52:38<00:00,  2.87it/s]
Epoch 0: |          | 9054/? [52:38<00:00,  2.87it/s]
Epoch 0: |          | 9055/? [52:38<00:00,  2.87it/s]
Epoch 0: |          | 9055/? [52:38<00:00,  2.87it/s]
Epoch 0: |          | 9056/? [52:38<00:00,  2.87it/s]
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Epoch 0: |          | 9057/? [52:39<00:00,  2.87it/s]
Epoch 0: |          | 9057/? [52:39<00:00,  2.87it/s]
Epoch 0: |          | 9058/? [52:39<00:00,  2.87it/s]
Epoch 0: |          | 9058/? [52:39<00:00,  2.87it/s]
Epoch 0: |          | 9059/? [52:39<00:00,  2.87it/s]
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Epoch 0: |          | 9060/? [52:40<00:00,  2.87it/s]
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Epoch 0: |          | 9061/? [52:40<00:00,  2.87it/s]
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Epoch 0: |          | 9062/? [52:40<00:00,  2.87it/s]
Epoch 0: |          | 9062/? [52:40<00:00,  2.87it/s]
Epoch 0: |          | 9063/? [52:40<00:00,  2.87it/s]
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Epoch 0: |          | 9064/? [52:41<00:00,  2.87it/s]
Epoch 0: |          | 9064/? [52:41<00:00,  2.87it/s]
Epoch 0: |          | 9065/? [52:41<00:00,  2.87it/s]
Epoch 0: |          | 9065/? [52:41<00:00,  2.87it/s]
Epoch 0: |          | 9066/? [52:41<00:00,  2.87it/s]
Epoch 0: |          | 9066/? [52:41<00:00,  2.87it/s]
Epoch 0: |          | 9067/? [52:42<00:00,  2.87it/s]
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Epoch 0: |          | 9068/? [52:42<00:00,  2.87it/s]
Epoch 0: |          | 9068/? [52:42<00:00,  2.87it/s]
Epoch 0: |          | 9069/? [52:42<00:00,  2.87it/s]
Epoch 0: |          | 9069/? [52:42<00:00,  2.87it/s]
Epoch 0: |          | 9070/? [52:42<00:00,  2.87it/s]
Epoch 0: |          | 9070/? [52:42<00:00,  2.87it/s]
Epoch 0: |          | 9071/? [52:43<00:00,  2.87it/s]
Epoch 0: |          | 9071/? [52:43<00:00,  2.87it/s]
Epoch 0: |          | 9072/? [52:43<00:00,  2.87it/s]
Epoch 0: |          | 9072/? [52:43<00:00,  2.87it/s]
Epoch 0: |          | 9073/? [52:43<00:00,  2.87it/s]
Epoch 0: |          | 9073/? [52:43<00:00,  2.87it/s]
Epoch 0: |          | 9074/? [52:44<00:00,  2.87it/s]
Epoch 0: |          | 9074/? [52:44<00:00,  2.87it/s]
Epoch 0: |          | 9075/? [52:44<00:00,  2.87it/s]
Epoch 0: |          | 9075/? [52:44<00:00,  2.87it/s]
Epoch 0: |          | 9076/? [52:44<00:00,  2.87it/s]
Epoch 0: |          | 9076/? [52:44<00:00,  2.87it/s]
Epoch 0: |          | 9077/? [52:44<00:00,  2.87it/s]
Epoch 0: |          | 9077/? [52:44<00:00,  2.87it/s]
Epoch 0: |          | 9078/? [52:45<00:00,  2.87it/s]
Epoch 0: |          | 9078/? [52:45<00:00,  2.87it/s]
Epoch 0: |          | 9079/? [52:45<00:00,  2.87it/s]
Epoch 0: |          | 9079/? [52:45<00:00,  2.87it/s]
Epoch 0: |          | 9080/? [52:45<00:00,  2.87it/s]
Epoch 0: |          | 9080/? [52:45<00:00,  2.87it/s]
Epoch 0: |          | 9081/? [52:45<00:00,  2.87it/s]
Epoch 0: |          | 9081/? [52:45<00:00,  2.87it/s]
Epoch 0: |          | 9082/? [52:46<00:00,  2.87it/s]
Epoch 0: |          | 9082/? [52:46<00:00,  2.87it/s]
Epoch 0: |          | 9083/? [52:46<00:00,  2.87it/s]
Epoch 0: |          | 9083/? [52:46<00:00,  2.87it/s]
Epoch 0: |          | 9084/? [52:46<00:00,  2.87it/s]
Epoch 0: |          | 9084/? [52:46<00:00,  2.87it/s]
Epoch 0: |          | 9085/? [52:47<00:00,  2.87it/s]
Epoch 0: |          | 9085/? [52:47<00:00,  2.87it/s]
Epoch 0: |          | 9086/? [52:47<00:00,  2.87it/s]
Epoch 0: |          | 9086/? [52:47<00:00,  2.87it/s]
Epoch 0: |          | 9087/? [52:47<00:00,  2.87it/s]
Epoch 0: |          | 9087/? [52:47<00:00,  2.87it/s]
Epoch 0: |          | 9088/? [52:47<00:00,  2.87it/s]
Epoch 0: |          | 9088/? [52:47<00:00,  2.87it/s]
Epoch 0: |          | 9089/? [52:48<00:00,  2.87it/s]
Epoch 0: |          | 9089/? [52:48<00:00,  2.87it/s]
Epoch 0: |          | 9090/? [52:48<00:00,  2.87it/s]
Epoch 0: |          | 9090/? [52:48<00:00,  2.87it/s]
Epoch 0: |          | 9091/? [52:48<00:00,  2.87it/s]
Epoch 0: |          | 9091/? [52:48<00:00,  2.87it/s]
Epoch 0: |          | 9092/? [52:49<00:00,  2.87it/s]
Epoch 0: |          | 9092/? [52:49<00:00,  2.87it/s]
Epoch 0: |          | 9093/? [52:49<00:00,  2.87it/s]
Epoch 0: |          | 9093/? [52:49<00:00,  2.87it/s]
Epoch 0: |          | 9094/? [52:49<00:00,  2.87it/s]
Epoch 0: |          | 9094/? [52:49<00:00,  2.87it/s]
Epoch 0: |          | 9095/? [52:49<00:00,  2.87it/s]
Epoch 0: |          | 9095/? [52:49<00:00,  2.87it/s]
Epoch 0: |          | 9096/? [52:50<00:00,  2.87it/s]
Epoch 0: |          | 9096/? [52:50<00:00,  2.87it/s]
Epoch 0: |          | 9097/? [52:50<00:00,  2.87it/s]
Epoch 0: |          | 9097/? [52:50<00:00,  2.87it/s]
Epoch 0: |          | 9098/? [52:50<00:00,  2.87it/s]
Epoch 0: |          | 9098/? [52:50<00:00,  2.87it/s]
Epoch 0: |          | 9099/? [52:51<00:00,  2.87it/s]
Epoch 0: |          | 9099/? [52:51<00:00,  2.87it/s]
Epoch 0: |          | 9100/? [52:51<00:00,  2.87it/s]
Epoch 0: |          | 9100/? [52:51<00:00,  2.87it/s]
Epoch 0: |          | 9101/? [52:51<00:00,  2.87it/s]
Epoch 0: |          | 9101/? [52:51<00:00,  2.87it/s]
Epoch 0: |          | 9102/? [52:51<00:00,  2.87it/s]
Epoch 0: |          | 9102/? [52:51<00:00,  2.87it/s]
Epoch 0: |          | 9103/? [52:52<00:00,  2.87it/s]
Epoch 0: |          | 9103/? [52:52<00:00,  2.87it/s]
Epoch 0: |          | 9104/? [52:52<00:00,  2.87it/s]
Epoch 0: |          | 9104/? [52:52<00:00,  2.87it/s]
Epoch 0: |          | 9105/? [52:52<00:00,  2.87it/s]
Epoch 0: |          | 9105/? [52:52<00:00,  2.87it/s]
Epoch 0: |          | 9106/? [52:52<00:00,  2.87it/s]
Epoch 0: |          | 9106/? [52:52<00:00,  2.87it/s]
Epoch 0: |          | 9107/? [52:53<00:00,  2.87it/s]
Epoch 0: |          | 9107/? [52:53<00:00,  2.87it/s]
Epoch 0: |          | 9108/? [52:53<00:00,  2.87it/s]
Epoch 0: |          | 9108/? [52:53<00:00,  2.87it/s]
Epoch 0: |          | 9109/? [52:53<00:00,  2.87it/s]
Epoch 0: |          | 9109/? [52:53<00:00,  2.87it/s]
Epoch 0: |          | 9110/? [52:54<00:00,  2.87it/s]
Epoch 0: |          | 9110/? [52:54<00:00,  2.87it/s]
Epoch 0: |          | 9111/? [52:54<00:00,  2.87it/s]
Epoch 0: |          | 9111/? [52:54<00:00,  2.87it/s]
Epoch 0: |          | 9112/? [52:54<00:00,  2.87it/s]
Epoch 0: |          | 9112/? [52:54<00:00,  2.87it/s]
Epoch 0: |          | 9113/? [52:54<00:00,  2.87it/s]
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Epoch 0: |          | 9114/? [52:55<00:00,  2.87it/s]
Epoch 0: |          | 9114/? [52:55<00:00,  2.87it/s]
Epoch 0: |          | 9115/? [52:55<00:00,  2.87it/s]
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Epoch 0: |          | 9116/? [52:55<00:00,  2.87it/s]
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Epoch 0: |          | 9117/? [52:56<00:00,  2.87it/s]
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Epoch 0: |          | 9118/? [52:56<00:00,  2.87it/s]
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Epoch 0: |          | 9119/? [52:56<00:00,  2.87it/s]
Epoch 0: |          | 9119/? [52:56<00:00,  2.87it/s]
Epoch 0: |          | 9120/? [52:56<00:00,  2.87it/s]
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Epoch 0: |          | 9121/? [52:57<00:00,  2.87it/s]
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Epoch 0: |          | 9170/? [53:11<00:00,  2.87it/s]
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Epoch 0: |          | 9181/? [53:14<00:00,  2.87it/s]
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Epoch 0: |          | 9198/? [53:19<00:00,  2.88it/s]
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Epoch 0: |          | 9200/? [53:19<00:00,  2.88it/s]
Epoch 0: |          | 9200/? [53:19<00:00,  2.88it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.90it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.74it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.27it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.26it/s]

Epoch 0: |          | 9200/? [53:19<00:00,  2.88it/s]
Epoch 0: |          | 9201/? [53:20<00:00,  2.88it/s]
Epoch 0: |          | 9201/? [53:20<00:00,  2.88it/s]
Epoch 0: |          | 9202/? [53:20<00:00,  2.88it/s]
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Epoch 0: |          | 9204/? [53:21<00:00,  2.88it/s]
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Epoch 0: |          | 9205/? [53:21<00:00,  2.88it/s]
Epoch 0: |          | 9205/? [53:21<00:00,  2.88it/s]
Epoch 0: |          | 9206/? [53:21<00:00,  2.88it/s]
Epoch 0: |          | 9206/? [53:21<00:00,  2.88it/s]
Epoch 0: |          | 9207/? [53:21<00:00,  2.88it/s]
Epoch 0: |          | 9207/? [53:21<00:00,  2.88it/s]
Epoch 0: |          | 9208/? [53:22<00:00,  2.88it/s]
Epoch 0: |          | 9208/? [53:22<00:00,  2.88it/s]
Epoch 0: |          | 9209/? [53:22<00:00,  2.88it/s]
Epoch 0: |          | 9209/? [53:22<00:00,  2.88it/s]
Epoch 0: |          | 9210/? [53:22<00:00,  2.88it/s]
Epoch 0: |          | 9210/? [53:22<00:00,  2.88it/s]
Epoch 0: |          | 9211/? [53:23<00:00,  2.88it/s]
Epoch 0: |          | 9211/? [53:23<00:00,  2.88it/s]
Epoch 0: |          | 9212/? [53:23<00:00,  2.88it/s]
Epoch 0: |          | 9212/? [53:23<00:00,  2.88it/s]
Epoch 0: |          | 9213/? [53:23<00:00,  2.88it/s]
Epoch 0: |          | 9213/? [53:23<00:00,  2.88it/s]
Epoch 0: |          | 9214/? [53:23<00:00,  2.88it/s]
Epoch 0: |          | 9214/? [53:23<00:00,  2.88it/s]
Epoch 0: |          | 9215/? [53:24<00:00,  2.88it/s]
Epoch 0: |          | 9215/? [53:24<00:00,  2.88it/s]
Epoch 0: |          | 9216/? [53:24<00:00,  2.88it/s]
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Epoch 0: |          | 9217/? [53:24<00:00,  2.88it/s]
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Epoch 0: |          | 9218/? [53:25<00:00,  2.88it/s]
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Epoch 0: |          | 9219/? [53:25<00:00,  2.88it/s]
Epoch 0: |          | 9219/? [53:25<00:00,  2.88it/s]
Epoch 0: |          | 9220/? [53:25<00:00,  2.88it/s]
Epoch 0: |          | 9220/? [53:25<00:00,  2.88it/s]
Epoch 0: |          | 9221/? [53:25<00:00,  2.88it/s]
Epoch 0: |          | 9221/? [53:25<00:00,  2.88it/s]
Epoch 0: |          | 9222/? [53:26<00:00,  2.88it/s]
Epoch 0: |          | 9222/? [53:26<00:00,  2.88it/s]
Epoch 0: |          | 9223/? [53:26<00:00,  2.88it/s]
Epoch 0: |          | 9223/? [53:26<00:00,  2.88it/s]
Epoch 0: |          | 9224/? [53:26<00:00,  2.88it/s]
Epoch 0: |          | 9224/? [53:26<00:00,  2.88it/s]
Epoch 0: |          | 9225/? [53:26<00:00,  2.88it/s]
Epoch 0: |          | 9225/? [53:26<00:00,  2.88it/s]
Epoch 0: |          | 9226/? [53:27<00:00,  2.88it/s]
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Epoch 0: |          | 9227/? [53:27<00:00,  2.88it/s]
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Epoch 0: |          | 9228/? [53:27<00:00,  2.88it/s]
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Epoch 0: |          | 9229/? [53:28<00:00,  2.88it/s]
Epoch 0: |          | 9229/? [53:28<00:00,  2.88it/s]
Epoch 0: |          | 9230/? [53:28<00:00,  2.88it/s]
Epoch 0: |          | 9230/? [53:28<00:00,  2.88it/s]
Epoch 0: |          | 9231/? [53:28<00:00,  2.88it/s]
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Epoch 0: |          | 9232/? [53:28<00:00,  2.88it/s]
Epoch 0: |          | 9232/? [53:28<00:00,  2.88it/s]
Epoch 0: |          | 9233/? [53:29<00:00,  2.88it/s]
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Epoch 0: |          | 9234/? [53:29<00:00,  2.88it/s]
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Epoch 0: |          | 9235/? [53:29<00:00,  2.88it/s]
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Epoch 0: |          | 9236/? [53:30<00:00,  2.88it/s]
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Epoch 0: |          | 9240/? [53:31<00:00,  2.88it/s]
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Epoch 0: |          | 9241/? [53:31<00:00,  2.88it/s]
Epoch 0: |          | 9241/? [53:31<00:00,  2.88it/s]
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Epoch 0: |          | 9242/? [53:31<00:00,  2.88it/s]
Epoch 0: |          | 9243/? [53:32<00:00,  2.88it/s]
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Epoch 0: |          | 9244/? [53:32<00:00,  2.88it/s]
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Epoch 0: |          | 9245/? [53:32<00:00,  2.88it/s]
Epoch 0: |          | 9245/? [53:32<00:00,  2.88it/s]
Epoch 0: |          | 9246/? [53:32<00:00,  2.88it/s]
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Epoch 0: |          | 9247/? [53:33<00:00,  2.88it/s]
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Epoch 0: |          | 9248/? [53:33<00:00,  2.88it/s]
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Epoch 0: |          | 9249/? [53:33<00:00,  2.88it/s]
Epoch 0: |          | 9249/? [53:33<00:00,  2.88it/s]
Epoch 0: |          | 9250/? [53:34<00:00,  2.88it/s]
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Epoch 0: |          | 9251/? [53:34<00:00,  2.88it/s]
Epoch 0: |          | 9251/? [53:34<00:00,  2.88it/s]
Epoch 0: |          | 9252/? [53:34<00:00,  2.88it/s]
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Epoch 0: |          | 9253/? [53:34<00:00,  2.88it/s]
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Epoch 0: |          | 9254/? [53:35<00:00,  2.88it/s]
Epoch 0: |          | 9254/? [53:35<00:00,  2.88it/s]
Epoch 0: |          | 9255/? [53:35<00:00,  2.88it/s]
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Epoch 0: |          | 9256/? [53:35<00:00,  2.88it/s]
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Epoch 0: |          | 9364/? [54:06<00:00,  2.88it/s]
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Epoch 0: |          | 9365/? [54:06<00:00,  2.88it/s]
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Epoch 0: |          | 9397/? [54:15<00:00,  2.89it/s]
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Epoch 0: |          | 9399/? [54:16<00:00,  2.89it/s]
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Epoch 0: |          | 9400/? [54:16<00:00,  2.89it/s]
Epoch 0: |          | 9400/? [54:16<00:00,  2.89it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.39it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.48it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.12it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.87it/s]

Epoch 0: |          | 9400/? [54:16<00:00,  2.89it/s]
Epoch 0: |          | 9401/? [54:16<00:00,  2.89it/s]
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Epoch 0: |          | 9427/? [54:24<00:00,  2.89it/s]
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Epoch 0: |          | 9428/? [54:24<00:00,  2.89it/s]
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Epoch 0: |          | 9429/? [54:24<00:00,  2.89it/s]
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Epoch 0: |          | 9430/? [54:25<00:00,  2.89it/s]
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Epoch 0: |          | 9431/? [54:25<00:00,  2.89it/s]
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Epoch 0: |          | 9432/? [54:25<00:00,  2.89it/s]
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Epoch 0: |          | 9433/? [54:25<00:00,  2.89it/s]
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Epoch 0: |          | 9434/? [54:26<00:00,  2.89it/s]
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Epoch 0: |          | 9435/? [54:26<00:00,  2.89it/s]
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Epoch 0: |          | 9436/? [54:26<00:00,  2.89it/s]
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Epoch 0: |          | 9437/? [54:27<00:00,  2.89it/s]
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Epoch 0: |          | 9438/? [54:27<00:00,  2.89it/s]
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Epoch 0: |          | 9439/? [54:27<00:00,  2.89it/s]
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Epoch 0: |          | 9440/? [54:27<00:00,  2.89it/s]
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Epoch 0: |          | 9441/? [54:28<00:00,  2.89it/s]
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Epoch 0: |          | 9445/? [54:29<00:00,  2.89it/s]
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Epoch 0: |          | 9451/? [54:30<00:00,  2.89it/s]
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Epoch 0: |          | 9452/? [54:31<00:00,  2.89it/s]
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Epoch 0: |          | 9453/? [54:31<00:00,  2.89it/s]
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Epoch 0: |          | 9455/? [54:32<00:00,  2.89it/s]
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Epoch 0: |          | 9459/? [54:33<00:00,  2.89it/s]
Epoch 0: |          | 9459/? [54:33<00:00,  2.89it/s]
Epoch 0: |          | 9460/? [54:33<00:00,  2.89it/s]
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Epoch 0: |          | 9461/? [54:33<00:00,  2.89it/s]
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Epoch 0: |          | 9462/? [54:33<00:00,  2.89it/s]
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Epoch 0: |          | 9463/? [54:34<00:00,  2.89it/s]
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Epoch 0: |          | 9464/? [54:34<00:00,  2.89it/s]
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Epoch 0: |          | 9465/? [54:34<00:00,  2.89it/s]
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Epoch 0: |          | 9466/? [54:35<00:00,  2.89it/s]
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Epoch 0: |          | 9467/? [54:35<00:00,  2.89it/s]
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Epoch 0: |          | 9468/? [54:35<00:00,  2.89it/s]
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Epoch 0: |          | 9469/? [54:35<00:00,  2.89it/s]
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Epoch 0: |          | 9470/? [54:36<00:00,  2.89it/s]
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Epoch 0: |          | 9471/? [54:36<00:00,  2.89it/s]
Epoch 0: |          | 9471/? [54:36<00:00,  2.89it/s]
Epoch 0: |          | 9472/? [54:36<00:00,  2.89it/s]
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Epoch 0: |          | 9473/? [54:37<00:00,  2.89it/s]
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Epoch 0: |          | 9474/? [54:37<00:00,  2.89it/s]
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Epoch 0: |          | 9475/? [54:37<00:00,  2.89it/s]
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Epoch 0: |          | 9476/? [54:37<00:00,  2.89it/s]
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Epoch 0: |          | 9477/? [54:38<00:00,  2.89it/s]
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Epoch 0: |          | 9478/? [54:38<00:00,  2.89it/s]
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Epoch 0: |          | 9479/? [54:38<00:00,  2.89it/s]
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Epoch 0: |          | 9480/? [54:38<00:00,  2.89it/s]
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Epoch 0: |          | 9481/? [54:39<00:00,  2.89it/s]
Epoch 0: |          | 9481/? [54:39<00:00,  2.89it/s]
Epoch 0: |          | 9482/? [54:39<00:00,  2.89it/s]
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Epoch 0: |          | 9483/? [54:39<00:00,  2.89it/s]
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Epoch 0: |          | 9484/? [54:40<00:00,  2.89it/s]
Epoch 0: |          | 9484/? [54:40<00:00,  2.89it/s]
Epoch 0: |          | 9485/? [54:40<00:00,  2.89it/s]
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Epoch 0: |          | 9486/? [54:40<00:00,  2.89it/s]
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Epoch 0: |          | 9487/? [54:40<00:00,  2.89it/s]
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Epoch 0: |          | 9488/? [54:41<00:00,  2.89it/s]
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Epoch 0: |          | 9489/? [54:41<00:00,  2.89it/s]
Epoch 0: |          | 9489/? [54:41<00:00,  2.89it/s]
Epoch 0: |          | 9490/? [54:41<00:00,  2.89it/s]
Epoch 0: |          | 9490/? [54:41<00:00,  2.89it/s]
Epoch 0: |          | 9491/? [54:42<00:00,  2.89it/s]
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Epoch 0: |          | 9492/? [54:42<00:00,  2.89it/s]
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Epoch 0: |          | 9494/? [54:42<00:00,  2.89it/s]
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Epoch 0: |          | 9495/? [54:43<00:00,  2.89it/s]
Epoch 0: |          | 9495/? [54:43<00:00,  2.89it/s]
Epoch 0: |          | 9496/? [54:43<00:00,  2.89it/s]
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Epoch 0: |          | 9497/? [54:43<00:00,  2.89it/s]
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Epoch 0: |          | 9498/? [54:44<00:00,  2.89it/s]
Epoch 0: |          | 9498/? [54:44<00:00,  2.89it/s]
Epoch 0: |          | 9499/? [54:44<00:00,  2.89it/s]
Epoch 0: |          | 9499/? [54:44<00:00,  2.89it/s]
Epoch 0: |          | 9500/? [54:44<00:00,  2.89it/s]
Epoch 0: |          | 9500/? [54:44<00:00,  2.89it/s]
Epoch 0: |          | 9501/? [54:44<00:00,  2.89it/s]
Epoch 0: |          | 9501/? [54:44<00:00,  2.89it/s]
Epoch 0: |          | 9502/? [54:45<00:00,  2.89it/s]
Epoch 0: |          | 9502/? [54:45<00:00,  2.89it/s]
Epoch 0: |          | 9503/? [54:45<00:00,  2.89it/s]
Epoch 0: |          | 9503/? [54:45<00:00,  2.89it/s]
Epoch 0: |          | 9504/? [54:45<00:00,  2.89it/s]
Epoch 0: |          | 9504/? [54:45<00:00,  2.89it/s]
Epoch 0: |          | 9505/? [54:46<00:00,  2.89it/s]
Epoch 0: |          | 9505/? [54:46<00:00,  2.89it/s]
Epoch 0: |          | 9506/? [54:46<00:00,  2.89it/s]
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Epoch 0: |          | 9507/? [54:46<00:00,  2.89it/s]
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Epoch 0: |          | 9508/? [54:46<00:00,  2.89it/s]
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Epoch 0: |          | 9509/? [54:47<00:00,  2.89it/s]
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Epoch 0: |          | 9510/? [54:47<00:00,  2.89it/s]
Epoch 0: |          | 9510/? [54:47<00:00,  2.89it/s]
Epoch 0: |          | 9511/? [54:47<00:00,  2.89it/s]
Epoch 0: |          | 9511/? [54:47<00:00,  2.89it/s]
Epoch 0: |          | 9512/? [54:48<00:00,  2.89it/s]
Epoch 0: |          | 9512/? [54:48<00:00,  2.89it/s]
Epoch 0: |          | 9513/? [54:48<00:00,  2.89it/s]
Epoch 0: |          | 9513/? [54:48<00:00,  2.89it/s]
Epoch 0: |          | 9514/? [54:48<00:00,  2.89it/s]
Epoch 0: |          | 9514/? [54:48<00:00,  2.89it/s]
Epoch 0: |          | 9515/? [54:48<00:00,  2.89it/s]
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Epoch 0: |          | 9516/? [54:49<00:00,  2.89it/s]
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Epoch 0: |          | 9518/? [54:49<00:00,  2.89it/s]
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Epoch 0: |          | 9520/? [54:50<00:00,  2.89it/s]
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Epoch 0: |          | 9521/? [54:50<00:00,  2.89it/s]
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Epoch 0: |          | 9522/? [54:50<00:00,  2.89it/s]
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Epoch 0: |          | 9523/? [54:51<00:00,  2.89it/s]
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Epoch 0: |          | 9524/? [54:51<00:00,  2.89it/s]
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Epoch 0: |          | 9527/? [54:52<00:00,  2.89it/s]
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Epoch 0: |          | 9528/? [54:52<00:00,  2.89it/s]
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Epoch 0: |          | 9529/? [54:52<00:00,  2.89it/s]
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Epoch 0: |          | 9530/? [54:53<00:00,  2.89it/s]
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Epoch 0: |          | 9531/? [54:53<00:00,  2.89it/s]
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Epoch 0: |          | 9532/? [54:53<00:00,  2.89it/s]
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Epoch 0: |          | 9533/? [54:53<00:00,  2.89it/s]
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Epoch 0: |          | 9568/? [55:03<00:00,  2.90it/s]
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Epoch 0: |          | 9569/? [55:04<00:00,  2.90it/s]
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Epoch 0: |          | 9570/? [55:04<00:00,  2.90it/s]
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Epoch 0: |          | 9571/? [55:04<00:00,  2.90it/s]
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Epoch 0: |          | 9575/? [55:05<00:00,  2.90it/s]
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Epoch 0: |          | 9576/? [55:06<00:00,  2.90it/s]
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Epoch 0: |          | 9578/? [55:06<00:00,  2.90it/s]
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Epoch 0: |          | 9579/? [55:06<00:00,  2.90it/s]
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Epoch 0: |          | 9580/? [55:07<00:00,  2.90it/s]
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Epoch 0: |          | 9581/? [55:07<00:00,  2.90it/s]
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Epoch 0: |          | 9582/? [55:07<00:00,  2.90it/s]
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Epoch 0: |          | 9583/? [55:08<00:00,  2.90it/s]
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Epoch 0: |          | 9590/? [55:10<00:00,  2.90it/s]
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Epoch 0: |          | 9591/? [55:10<00:00,  2.90it/s]
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Epoch 0: |          | 9594/? [55:11<00:00,  2.90it/s]
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Epoch 0: |          | 9597/? [55:12<00:00,  2.90it/s]
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Epoch 0: |          | 9599/? [55:12<00:00,  2.90it/s]
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Epoch 0: |          | 9600/? [55:12<00:00,  2.90it/s]
Epoch 0: |          | 9600/? [55:12<00:00,  2.90it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.40it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.18it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.79it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.71it/s]

Epoch 0: |          | 9600/? [55:13<00:00,  2.90it/s]
Epoch 0: |          | 9601/? [55:13<00:00,  2.90it/s]
Epoch 0: |          | 9601/? [55:13<00:00,  2.90it/s]
Epoch 0: |          | 9602/? [55:13<00:00,  2.90it/s]
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Epoch 0: |          | 9603/? [55:14<00:00,  2.90it/s]
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Epoch 0: |          | 9604/? [55:14<00:00,  2.90it/s]
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Epoch 0: |          | 9605/? [55:14<00:00,  2.90it/s]
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Epoch 0: |          | 9606/? [55:14<00:00,  2.90it/s]
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Epoch 0: |          | 9607/? [55:15<00:00,  2.90it/s]
Epoch 0: |          | 9607/? [55:15<00:00,  2.90it/s]
Epoch 0: |          | 9608/? [55:15<00:00,  2.90it/s]
Epoch 0: |          | 9608/? [55:15<00:00,  2.90it/s]
Epoch 0: |          | 9609/? [55:15<00:00,  2.90it/s]
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Epoch 0: |          | 9610/? [55:15<00:00,  2.90it/s]
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Epoch 0: |          | 9611/? [55:16<00:00,  2.90it/s]
Epoch 0: |          | 9611/? [55:16<00:00,  2.90it/s]
Epoch 0: |          | 9612/? [55:16<00:00,  2.90it/s]
Epoch 0: |          | 9612/? [55:16<00:00,  2.90it/s]
Epoch 0: |          | 9613/? [55:16<00:00,  2.90it/s]
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Epoch 0: |          | 9614/? [55:17<00:00,  2.90it/s]
Epoch 0: |          | 9614/? [55:17<00:00,  2.90it/s]
Epoch 0: |          | 9615/? [55:17<00:00,  2.90it/s]
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Epoch 0: |          | 9616/? [55:17<00:00,  2.90it/s]
Epoch 0: |          | 9616/? [55:17<00:00,  2.90it/s]
Epoch 0: |          | 9617/? [55:17<00:00,  2.90it/s]
Epoch 0: |          | 9617/? [55:17<00:00,  2.90it/s]
Epoch 0: |          | 9618/? [55:18<00:00,  2.90it/s]
Epoch 0: |          | 9618/? [55:18<00:00,  2.90it/s]
Epoch 0: |          | 9619/? [55:18<00:00,  2.90it/s]
Epoch 0: |          | 9619/? [55:18<00:00,  2.90it/s]
Epoch 0: |          | 9620/? [55:18<00:00,  2.90it/s]
Epoch 0: |          | 9620/? [55:18<00:00,  2.90it/s]
Epoch 0: |          | 9621/? [55:19<00:00,  2.90it/s]
Epoch 0: |          | 9621/? [55:19<00:00,  2.90it/s]
Epoch 0: |          | 9622/? [55:19<00:00,  2.90it/s]
Epoch 0: |          | 9622/? [55:19<00:00,  2.90it/s]
Epoch 0: |          | 9623/? [55:19<00:00,  2.90it/s]
Epoch 0: |          | 9623/? [55:19<00:00,  2.90it/s]
Epoch 0: |          | 9624/? [55:19<00:00,  2.90it/s]
Epoch 0: |          | 9624/? [55:19<00:00,  2.90it/s]
Epoch 0: |          | 9625/? [55:20<00:00,  2.90it/s]
Epoch 0: |          | 9625/? [55:20<00:00,  2.90it/s]
Epoch 0: |          | 9626/? [55:20<00:00,  2.90it/s]
Epoch 0: |          | 9626/? [55:20<00:00,  2.90it/s]
Epoch 0: |          | 9627/? [55:20<00:00,  2.90it/s]
Epoch 0: |          | 9627/? [55:20<00:00,  2.90it/s]
Epoch 0: |          | 9628/? [55:21<00:00,  2.90it/s]
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Epoch 0: |          | 9629/? [55:21<00:00,  2.90it/s]
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Epoch 0: |          | 9630/? [55:21<00:00,  2.90it/s]
Epoch 0: |          | 9630/? [55:21<00:00,  2.90it/s]
Epoch 0: |          | 9631/? [55:21<00:00,  2.90it/s]
Epoch 0: |          | 9631/? [55:21<00:00,  2.90it/s]
Epoch 0: |          | 9632/? [55:22<00:00,  2.90it/s]
Epoch 0: |          | 9632/? [55:22<00:00,  2.90it/s]
Epoch 0: |          | 9633/? [55:22<00:00,  2.90it/s]
Epoch 0: |          | 9633/? [55:22<00:00,  2.90it/s]
Epoch 0: |          | 9634/? [55:22<00:00,  2.90it/s]
Epoch 0: |          | 9634/? [55:22<00:00,  2.90it/s]
Epoch 0: |          | 9635/? [55:22<00:00,  2.90it/s]
Epoch 0: |          | 9635/? [55:22<00:00,  2.90it/s]
Epoch 0: |          | 9636/? [55:23<00:00,  2.90it/s]
Epoch 0: |          | 9636/? [55:23<00:00,  2.90it/s]
Epoch 0: |          | 9637/? [55:23<00:00,  2.90it/s]
Epoch 0: |          | 9637/? [55:23<00:00,  2.90it/s]
Epoch 0: |          | 9638/? [55:23<00:00,  2.90it/s]
Epoch 0: |          | 9638/? [55:23<00:00,  2.90it/s]
Epoch 0: |          | 9639/? [55:24<00:00,  2.90it/s]
Epoch 0: |          | 9639/? [55:24<00:00,  2.90it/s]
Epoch 0: |          | 9640/? [55:24<00:00,  2.90it/s]
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Epoch 0: |          | 9641/? [55:24<00:00,  2.90it/s]
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Epoch 0: |          | 9642/? [55:24<00:00,  2.90it/s]
Epoch 0: |          | 9642/? [55:24<00:00,  2.90it/s]
Epoch 0: |          | 9643/? [55:25<00:00,  2.90it/s]
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Epoch 0: |          | 9644/? [55:25<00:00,  2.90it/s]
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Epoch 0: |          | 9645/? [55:25<00:00,  2.90it/s]
Epoch 0: |          | 9645/? [55:25<00:00,  2.90it/s]
Epoch 0: |          | 9646/? [55:26<00:00,  2.90it/s]
Epoch 0: |          | 9646/? [55:26<00:00,  2.90it/s]
Epoch 0: |          | 9647/? [55:26<00:00,  2.90it/s]
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Epoch 0: |          | 9648/? [55:26<00:00,  2.90it/s]
Epoch 0: |          | 9648/? [55:26<00:00,  2.90it/s]
Epoch 0: |          | 9649/? [55:26<00:00,  2.90it/s]
Epoch 0: |          | 9649/? [55:26<00:00,  2.90it/s]
Epoch 0: |          | 9650/? [55:27<00:00,  2.90it/s]
Epoch 0: |          | 9650/? [55:27<00:00,  2.90it/s]
Epoch 0: |          | 9651/? [55:27<00:00,  2.90it/s]
Epoch 0: |          | 9651/? [55:27<00:00,  2.90it/s]
Epoch 0: |          | 9652/? [55:27<00:00,  2.90it/s]
Epoch 0: |          | 9652/? [55:27<00:00,  2.90it/s]
Epoch 0: |          | 9653/? [55:28<00:00,  2.90it/s]
Epoch 0: |          | 9653/? [55:28<00:00,  2.90it/s]
Epoch 0: |          | 9654/? [55:28<00:00,  2.90it/s]
Epoch 0: |          | 9654/? [55:28<00:00,  2.90it/s]
Epoch 0: |          | 9655/? [55:28<00:00,  2.90it/s]
Epoch 0: |          | 9655/? [55:28<00:00,  2.90it/s]
Epoch 0: |          | 9656/? [55:28<00:00,  2.90it/s]
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Epoch 0: |          | 9657/? [55:29<00:00,  2.90it/s]
Epoch 0: |          | 9657/? [55:29<00:00,  2.90it/s]
Epoch 0: |          | 9658/? [55:29<00:00,  2.90it/s]
Epoch 0: |          | 9658/? [55:29<00:00,  2.90it/s]
Epoch 0: |          | 9659/? [55:29<00:00,  2.90it/s]
Epoch 0: |          | 9659/? [55:29<00:00,  2.90it/s]
Epoch 0: |          | 9660/? [55:30<00:00,  2.90it/s]
Epoch 0: |          | 9660/? [55:30<00:00,  2.90it/s]
Epoch 0: |          | 9661/? [55:30<00:00,  2.90it/s]
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Epoch 0: |          | 9662/? [55:30<00:00,  2.90it/s]
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Epoch 0: |          | 9663/? [55:30<00:00,  2.90it/s]
Epoch 0: |          | 9663/? [55:30<00:00,  2.90it/s]
Epoch 0: |          | 9664/? [55:31<00:00,  2.90it/s]
Epoch 0: |          | 9664/? [55:31<00:00,  2.90it/s]
Epoch 0: |          | 9665/? [55:31<00:00,  2.90it/s]
Epoch 0: |          | 9665/? [55:31<00:00,  2.90it/s]
Epoch 0: |          | 9666/? [55:31<00:00,  2.90it/s]
Epoch 0: |          | 9666/? [55:31<00:00,  2.90it/s]
Epoch 0: |          | 9667/? [55:31<00:00,  2.90it/s]
Epoch 0: |          | 9667/? [55:31<00:00,  2.90it/s]
Epoch 0: |          | 9668/? [55:32<00:00,  2.90it/s]
Epoch 0: |          | 9668/? [55:32<00:00,  2.90it/s]
Epoch 0: |          | 9669/? [55:32<00:00,  2.90it/s]
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Epoch 0: |          | 9711/? [55:44<00:00,  2.90it/s]
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Epoch 0: |          | 9713/? [55:44<00:00,  2.90it/s]
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Epoch 0: |          | 9731/? [55:50<00:00,  2.90it/s]
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Epoch 0: |          | 9740/? [55:52<00:00,  2.91it/s]
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Epoch 0: |          | 9769/? [56:00<00:00,  2.91it/s]
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Epoch 0: |          | 9770/? [56:00<00:00,  2.91it/s]
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Epoch 0: |          | 9771/? [56:01<00:00,  2.91it/s]
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Epoch 0: |          | 9772/? [56:01<00:00,  2.91it/s]
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Epoch 0: |          | 9774/? [56:02<00:00,  2.91it/s]
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Epoch 0: |          | 9775/? [56:02<00:00,  2.91it/s]
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Epoch 0: |          | 9776/? [56:02<00:00,  2.91it/s]
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Epoch 0: |          | 9778/? [56:03<00:00,  2.91it/s]
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Epoch 0: |          | 9779/? [56:03<00:00,  2.91it/s]
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Epoch 0: |          | 9780/? [56:03<00:00,  2.91it/s]
Epoch 0: |          | 9780/? [56:03<00:00,  2.91it/s]
Epoch 0: |          | 9781/? [56:04<00:00,  2.91it/s]
Epoch 0: |          | 9781/? [56:04<00:00,  2.91it/s]
Epoch 0: |          | 9782/? [56:04<00:00,  2.91it/s]
Epoch 0: |          | 9782/? [56:04<00:00,  2.91it/s]
Epoch 0: |          | 9783/? [56:04<00:00,  2.91it/s]
Epoch 0: |          | 9783/? [56:04<00:00,  2.91it/s]
Epoch 0: |          | 9784/? [56:04<00:00,  2.91it/s]
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Epoch 0: |          | 9790/? [56:06<00:00,  2.91it/s]
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Epoch 0: |          | 9791/? [56:06<00:00,  2.91it/s]
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Epoch 0: |          | 9800/? [56:09<00:00,  2.91it/s]
Epoch 0: |          | 9800/? [56:09<00:00,  2.91it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 13.73it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.26it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.98it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.80it/s]

Epoch 0: |          | 9800/? [56:09<00:00,  2.91it/s]
Epoch 0: |          | 9801/? [56:09<00:00,  2.91it/s]
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Epoch 0: |          | 9802/? [56:10<00:00,  2.91it/s]
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Epoch 0: |          | 9805/? [56:11<00:00,  2.91it/s]
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Epoch 0: |          | 9828/? [56:17<00:00,  2.91it/s]
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Epoch 0: |          | 9831/? [56:18<00:00,  2.91it/s]
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Epoch 0: |          | 9833/? [56:18<00:00,  2.91it/s]
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Epoch 0: |          | 9834/? [56:19<00:00,  2.91it/s]
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Epoch 0: |          | 9835/? [56:19<00:00,  2.91it/s]
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Epoch 0: |          | 9838/? [56:20<00:00,  2.91it/s]
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Epoch 0: |          | 9839/? [56:20<00:00,  2.91it/s]
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Epoch 0: |          | 9840/? [56:20<00:00,  2.91it/s]
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Epoch 0: |          | 9843/? [56:21<00:00,  2.91it/s]
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Epoch 0: |          | 9848/? [56:23<00:00,  2.91it/s]
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Epoch 0: |          | 9851/? [56:24<00:00,  2.91it/s]
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Epoch 0: |          | 9852/? [56:24<00:00,  2.91it/s]
Epoch 0: |          | 9853/? [56:24<00:00,  2.91it/s]
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Epoch 0: |          | 9854/? [56:24<00:00,  2.91it/s]
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Epoch 0: |          | 9855/? [56:25<00:00,  2.91it/s]
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Epoch 0: |          | 9856/? [56:25<00:00,  2.91it/s]
Epoch 0: |          | 9856/? [56:25<00:00,  2.91it/s]
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Epoch 0: |          | 9859/? [56:26<00:00,  2.91it/s]
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Epoch 0: |          | 9861/? [56:26<00:00,  2.91it/s]
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Epoch 0: |          | 9862/? [56:27<00:00,  2.91it/s]
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Epoch 0: |          | 9863/? [56:27<00:00,  2.91it/s]
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Epoch 0: |          | 9865/? [56:27<00:00,  2.91it/s]
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Epoch 0: |          | 9866/? [56:28<00:00,  2.91it/s]
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Epoch 0: |          | 9867/? [56:28<00:00,  2.91it/s]
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Epoch 0: |          | 9868/? [56:28<00:00,  2.91it/s]
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Epoch 0: |          | 9869/? [56:29<00:00,  2.91it/s]
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Epoch 0: |          | 9870/? [56:29<00:00,  2.91it/s]
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Epoch 0: |          | 9871/? [56:29<00:00,  2.91it/s]
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Epoch 0: |          | 9872/? [56:29<00:00,  2.91it/s]
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Epoch 0: |          | 9873/? [56:30<00:00,  2.91it/s]
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Epoch 0: |          | 9874/? [56:30<00:00,  2.91it/s]
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Epoch 0: |          | 9875/? [56:30<00:00,  2.91it/s]
Epoch 0: |          | 9875/? [56:30<00:00,  2.91it/s]
Epoch 0: |          | 9876/? [56:31<00:00,  2.91it/s]
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Epoch 0: |          | 9877/? [56:31<00:00,  2.91it/s]
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Epoch 0: |          | 9878/? [56:31<00:00,  2.91it/s]
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Epoch 0: |          | 9879/? [56:31<00:00,  2.91it/s]
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Epoch 0: |          | 9880/? [56:32<00:00,  2.91it/s]
Epoch 0: |          | 9880/? [56:32<00:00,  2.91it/s]
Epoch 0: |          | 9881/? [56:32<00:00,  2.91it/s]
Epoch 0: |          | 9881/? [56:32<00:00,  2.91it/s]
Epoch 0: |          | 9882/? [56:32<00:00,  2.91it/s]
Epoch 0: |          | 9882/? [56:32<00:00,  2.91it/s]
Epoch 0: |          | 9883/? [56:33<00:00,  2.91it/s]
Epoch 0: |          | 9883/? [56:33<00:00,  2.91it/s]
Epoch 0: |          | 9884/? [56:33<00:00,  2.91it/s]
Epoch 0: |          | 9884/? [56:33<00:00,  2.91it/s]
Epoch 0: |          | 9885/? [56:33<00:00,  2.91it/s]
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Epoch 0: |          | 9886/? [56:33<00:00,  2.91it/s]
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Epoch 0: |          | 9887/? [56:34<00:00,  2.91it/s]
Epoch 0: |          | 9887/? [56:34<00:00,  2.91it/s]
Epoch 0: |          | 9888/? [56:34<00:00,  2.91it/s]
Epoch 0: |          | 9888/? [56:34<00:00,  2.91it/s]
Epoch 0: |          | 9889/? [56:34<00:00,  2.91it/s]
Epoch 0: |          | 9889/? [56:34<00:00,  2.91it/s]
Epoch 0: |          | 9890/? [56:34<00:00,  2.91it/s]
Epoch 0: |          | 9890/? [56:34<00:00,  2.91it/s]
Epoch 0: |          | 9891/? [56:35<00:00,  2.91it/s]
Epoch 0: |          | 9891/? [56:35<00:00,  2.91it/s]
Epoch 0: |          | 9892/? [56:35<00:00,  2.91it/s]
Epoch 0: |          | 9892/? [56:35<00:00,  2.91it/s]
Epoch 0: |          | 9893/? [56:35<00:00,  2.91it/s]
Epoch 0: |          | 9893/? [56:35<00:00,  2.91it/s]
Epoch 0: |          | 9894/? [56:36<00:00,  2.91it/s]
Epoch 0: |          | 9894/? [56:36<00:00,  2.91it/s]
Epoch 0: |          | 9895/? [56:36<00:00,  2.91it/s]
Epoch 0: |          | 9895/? [56:36<00:00,  2.91it/s]
Epoch 0: |          | 9896/? [56:36<00:00,  2.91it/s]
Epoch 0: |          | 9896/? [56:36<00:00,  2.91it/s]
Epoch 0: |          | 9897/? [56:36<00:00,  2.91it/s]
Epoch 0: |          | 9897/? [56:36<00:00,  2.91it/s]
Epoch 0: |          | 9898/? [56:37<00:00,  2.91it/s]
Epoch 0: |          | 9898/? [56:37<00:00,  2.91it/s]
Epoch 0: |          | 9899/? [56:37<00:00,  2.91it/s]
Epoch 0: |          | 9899/? [56:37<00:00,  2.91it/s]
Epoch 0: |          | 9900/? [56:37<00:00,  2.91it/s]
Epoch 0: |          | 9900/? [56:37<00:00,  2.91it/s]
Epoch 0: |          | 9901/? [56:38<00:00,  2.91it/s]
Epoch 0: |          | 9901/? [56:38<00:00,  2.91it/s]
Epoch 0: |          | 9902/? [56:38<00:00,  2.91it/s]
Epoch 0: |          | 9902/? [56:38<00:00,  2.91it/s]
Epoch 0: |          | 9903/? [56:38<00:00,  2.91it/s]
Epoch 0: |          | 9903/? [56:38<00:00,  2.91it/s]
Epoch 0: |          | 9904/? [56:38<00:00,  2.91it/s]
Epoch 0: |          | 9904/? [56:38<00:00,  2.91it/s]
Epoch 0: |          | 9905/? [56:39<00:00,  2.91it/s]
Epoch 0: |          | 9905/? [56:39<00:00,  2.91it/s]
Epoch 0: |          | 9906/? [56:39<00:00,  2.91it/s]
Epoch 0: |          | 9906/? [56:39<00:00,  2.91it/s]
Epoch 0: |          | 9907/? [56:39<00:00,  2.91it/s]
Epoch 0: |          | 9907/? [56:39<00:00,  2.91it/s]
Epoch 0: |          | 9908/? [56:40<00:00,  2.91it/s]
Epoch 0: |          | 9908/? [56:40<00:00,  2.91it/s]
Epoch 0: |          | 9909/? [56:40<00:00,  2.91it/s]
Epoch 0: |          | 9909/? [56:40<00:00,  2.91it/s]
Epoch 0: |          | 9910/? [56:40<00:00,  2.91it/s]
Epoch 0: |          | 9910/? [56:40<00:00,  2.91it/s]
Epoch 0: |          | 9911/? [56:40<00:00,  2.91it/s]
Epoch 0: |          | 9911/? [56:40<00:00,  2.91it/s]
Epoch 0: |          | 9912/? [56:41<00:00,  2.91it/s]
Epoch 0: |          | 9912/? [56:41<00:00,  2.91it/s]
Epoch 0: |          | 9913/? [56:41<00:00,  2.91it/s]
Epoch 0: |          | 9913/? [56:41<00:00,  2.91it/s]
Epoch 0: |          | 9914/? [56:41<00:00,  2.91it/s]
Epoch 0: |          | 9914/? [56:41<00:00,  2.91it/s]
Epoch 0: |          | 9915/? [56:42<00:00,  2.91it/s]
Epoch 0: |          | 9915/? [56:42<00:00,  2.91it/s]
Epoch 0: |          | 9916/? [56:42<00:00,  2.91it/s]
Epoch 0: |          | 9916/? [56:42<00:00,  2.91it/s]
Epoch 0: |          | 9917/? [56:42<00:00,  2.91it/s]
Epoch 0: |          | 9917/? [56:42<00:00,  2.91it/s]
Epoch 0: |          | 9918/? [56:42<00:00,  2.91it/s]
Epoch 0: |          | 9918/? [56:42<00:00,  2.91it/s]
Epoch 0: |          | 9919/? [56:43<00:00,  2.91it/s]
Epoch 0: |          | 9919/? [56:43<00:00,  2.91it/s]
Epoch 0: |          | 9920/? [56:43<00:00,  2.91it/s]
Epoch 0: |          | 9920/? [56:43<00:00,  2.91it/s]
Epoch 0: |          | 9921/? [56:43<00:00,  2.91it/s]
Epoch 0: |          | 9921/? [56:43<00:00,  2.91it/s]
Epoch 0: |          | 9922/? [56:43<00:00,  2.91it/s]
Epoch 0: |          | 9922/? [56:43<00:00,  2.91it/s]
Epoch 0: |          | 9923/? [56:44<00:00,  2.91it/s]
Epoch 0: |          | 9923/? [56:44<00:00,  2.91it/s]
Epoch 0: |          | 9924/? [56:44<00:00,  2.91it/s]
Epoch 0: |          | 9924/? [56:44<00:00,  2.91it/s]
Epoch 0: |          | 9925/? [56:44<00:00,  2.92it/s]
Epoch 0: |          | 9925/? [56:44<00:00,  2.92it/s]
Epoch 0: |          | 9926/? [56:45<00:00,  2.92it/s]
Epoch 0: |          | 9926/? [56:45<00:00,  2.92it/s]
Epoch 0: |          | 9927/? [56:45<00:00,  2.92it/s]
Epoch 0: |          | 9927/? [56:45<00:00,  2.92it/s]
Epoch 0: |          | 9928/? [56:45<00:00,  2.92it/s]
Epoch 0: |          | 9928/? [56:45<00:00,  2.92it/s]
Epoch 0: |          | 9929/? [56:45<00:00,  2.92it/s]
Epoch 0: |          | 9929/? [56:45<00:00,  2.92it/s]
Epoch 0: |          | 9930/? [56:46<00:00,  2.92it/s]
Epoch 0: |          | 9930/? [56:46<00:00,  2.92it/s]
Epoch 0: |          | 9931/? [56:46<00:00,  2.92it/s]
Epoch 0: |          | 9931/? [56:46<00:00,  2.92it/s]
Epoch 0: |          | 9932/? [56:46<00:00,  2.92it/s]
Epoch 0: |          | 9932/? [56:46<00:00,  2.92it/s]
Epoch 0: |          | 9933/? [56:47<00:00,  2.92it/s]
Epoch 0: |          | 9933/? [56:47<00:00,  2.92it/s]
Epoch 0: |          | 9934/? [56:47<00:00,  2.92it/s]
Epoch 0: |          | 9934/? [56:47<00:00,  2.92it/s]
Epoch 0: |          | 9935/? [56:47<00:00,  2.92it/s]
Epoch 0: |          | 9935/? [56:47<00:00,  2.92it/s]
Epoch 0: |          | 9936/? [56:47<00:00,  2.92it/s]
Epoch 0: |          | 9936/? [56:47<00:00,  2.92it/s]
Epoch 0: |          | 9937/? [56:48<00:00,  2.92it/s]
Epoch 0: |          | 9937/? [56:48<00:00,  2.92it/s]
Epoch 0: |          | 9938/? [56:48<00:00,  2.92it/s]
Epoch 0: |          | 9938/? [56:48<00:00,  2.92it/s]
Epoch 0: |          | 9939/? [56:48<00:00,  2.92it/s]
Epoch 0: |          | 9939/? [56:48<00:00,  2.92it/s]
Epoch 0: |          | 9940/? [56:48<00:00,  2.92it/s]
Epoch 0: |          | 9940/? [56:48<00:00,  2.92it/s]
Epoch 0: |          | 9941/? [56:49<00:00,  2.92it/s]
Epoch 0: |          | 9941/? [56:49<00:00,  2.92it/s]
Epoch 0: |          | 9942/? [56:49<00:00,  2.92it/s]
Epoch 0: |          | 9942/? [56:49<00:00,  2.92it/s]
Epoch 0: |          | 9943/? [56:49<00:00,  2.92it/s]
Epoch 0: |          | 9943/? [56:49<00:00,  2.92it/s]
Epoch 0: |          | 9944/? [56:50<00:00,  2.92it/s]
Epoch 0: |          | 9944/? [56:50<00:00,  2.92it/s]
Epoch 0: |          | 9945/? [56:50<00:00,  2.92it/s]
Epoch 0: |          | 9945/? [56:50<00:00,  2.92it/s]
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Epoch 0: |          | 9951/? [56:52<00:00,  2.92it/s]
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Epoch 0: |          | 9956/? [56:53<00:00,  2.92it/s]
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Epoch 0: |          | 9959/? [56:54<00:00,  2.92it/s]
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Epoch 0: |          | 9960/? [56:54<00:00,  2.92it/s]
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Epoch 0: |          | 9961/? [56:54<00:00,  2.92it/s]
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Epoch 0: |          | 9962/? [56:55<00:00,  2.92it/s]
Epoch 0: |          | 9962/? [56:55<00:00,  2.92it/s]
Epoch 0: |          | 9963/? [56:55<00:00,  2.92it/s]
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Epoch 0: |          | 9964/? [56:55<00:00,  2.92it/s]
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Epoch 0: |          | 9965/? [56:55<00:00,  2.92it/s]
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Epoch 0: |          | 9966/? [56:56<00:00,  2.92it/s]
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Epoch 0: |          | 9967/? [56:56<00:00,  2.92it/s]
Epoch 0: |          | 9967/? [56:56<00:00,  2.92it/s]
Epoch 0: |          | 9968/? [56:56<00:00,  2.92it/s]
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Epoch 0: |          | 9969/? [56:57<00:00,  2.92it/s]
Epoch 0: |          | 9969/? [56:57<00:00,  2.92it/s]
Epoch 0: |          | 9970/? [56:57<00:00,  2.92it/s]
Epoch 0: |          | 9970/? [56:57<00:00,  2.92it/s]
Epoch 0: |          | 9971/? [56:57<00:00,  2.92it/s]
Epoch 0: |          | 9971/? [56:57<00:00,  2.92it/s]
Epoch 0: |          | 9972/? [56:57<00:00,  2.92it/s]
Epoch 0: |          | 9972/? [56:57<00:00,  2.92it/s]
Epoch 0: |          | 9973/? [56:58<00:00,  2.92it/s]
Epoch 0: |          | 9973/? [56:58<00:00,  2.92it/s]
Epoch 0: |          | 9974/? [56:58<00:00,  2.92it/s]
Epoch 0: |          | 9974/? [56:58<00:00,  2.92it/s]
Epoch 0: |          | 9975/? [56:58<00:00,  2.92it/s]
Epoch 0: |          | 9975/? [56:58<00:00,  2.92it/s]
Epoch 0: |          | 9976/? [56:58<00:00,  2.92it/s]
Epoch 0: |          | 9976/? [56:58<00:00,  2.92it/s]
Epoch 0: |          | 9977/? [56:59<00:00,  2.92it/s]
Epoch 0: |          | 9977/? [56:59<00:00,  2.92it/s]
Epoch 0: |          | 9978/? [56:59<00:00,  2.92it/s]
Epoch 0: |          | 9978/? [56:59<00:00,  2.92it/s]
Epoch 0: |          | 9979/? [56:59<00:00,  2.92it/s]
Epoch 0: |          | 9979/? [56:59<00:00,  2.92it/s]
Epoch 0: |          | 9980/? [57:00<00:00,  2.92it/s]
Epoch 0: |          | 9980/? [57:00<00:00,  2.92it/s]
Epoch 0: |          | 9981/? [57:00<00:00,  2.92it/s]
Epoch 0: |          | 9981/? [57:00<00:00,  2.92it/s]
Epoch 0: |          | 9982/? [57:00<00:00,  2.92it/s]
Epoch 0: |          | 9982/? [57:00<00:00,  2.92it/s]
Epoch 0: |          | 9983/? [57:00<00:00,  2.92it/s]
Epoch 0: |          | 9983/? [57:00<00:00,  2.92it/s]
Epoch 0: |          | 9984/? [57:01<00:00,  2.92it/s]
Epoch 0: |          | 9984/? [57:01<00:00,  2.92it/s]
Epoch 0: |          | 9985/? [57:01<00:00,  2.92it/s]
Epoch 0: |          | 9985/? [57:01<00:00,  2.92it/s]
Epoch 0: |          | 9986/? [57:01<00:00,  2.92it/s]
Epoch 0: |          | 9986/? [57:01<00:00,  2.92it/s]
Epoch 0: |          | 9987/? [57:02<00:00,  2.92it/s]
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Epoch 0: |          | 9988/? [57:02<00:00,  2.92it/s]
Epoch 0: |          | 9988/? [57:02<00:00,  2.92it/s]
Epoch 0: |          | 9989/? [57:02<00:00,  2.92it/s]
Epoch 0: |          | 9989/? [57:02<00:00,  2.92it/s]
Epoch 0: |          | 9990/? [57:02<00:00,  2.92it/s]
Epoch 0: |          | 9990/? [57:02<00:00,  2.92it/s]
Epoch 0: |          | 9991/? [57:03<00:00,  2.92it/s]
Epoch 0: |          | 9991/? [57:03<00:00,  2.92it/s]
Epoch 0: |          | 9992/? [57:03<00:00,  2.92it/s]
Epoch 0: |          | 9992/? [57:03<00:00,  2.92it/s]
Epoch 0: |          | 9993/? [57:03<00:00,  2.92it/s]
Epoch 0: |          | 9993/? [57:03<00:00,  2.92it/s]
Epoch 0: |          | 9994/? [57:03<00:00,  2.92it/s]
Epoch 0: |          | 9994/? [57:03<00:00,  2.92it/s]
Epoch 0: |          | 9995/? [57:04<00:00,  2.92it/s]
Epoch 0: |          | 9995/? [57:04<00:00,  2.92it/s]
Epoch 0: |          | 9996/? [57:04<00:00,  2.92it/s]
Epoch 0: |          | 9996/? [57:04<00:00,  2.92it/s]
Epoch 0: |          | 9997/? [57:04<00:00,  2.92it/s]
Epoch 0: |          | 9997/? [57:04<00:00,  2.92it/s]
Epoch 0: |          | 9998/? [57:05<00:00,  2.92it/s]
Epoch 0: |          | 9998/? [57:05<00:00,  2.92it/s]
Epoch 0: |          | 9999/? [57:05<00:00,  2.92it/s]
Epoch 0: |          | 9999/? [57:05<00:00,  2.92it/s]
Epoch 0: |          | 10000/? [57:05<00:00,  2.92it/s]
Epoch 0: |          | 10000/? [57:05<00:00,  2.92it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.56it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.92it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.11it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.76it/s]

Epoch 0: |          | 10000/? [57:05<00:00,  2.92it/s]
Epoch 0: |          | 10001/? [57:06<00:00,  2.92it/s]
Epoch 0: |          | 10001/? [57:06<00:00,  2.92it/s]
Epoch 0: |          | 10002/? [57:06<00:00,  2.92it/s]
Epoch 0: |          | 10002/? [57:06<00:00,  2.92it/s]
Epoch 0: |          | 10003/? [57:06<00:00,  2.92it/s]
Epoch 0: |          | 10003/? [57:06<00:00,  2.92it/s]
Epoch 0: |          | 10004/? [57:07<00:00,  2.92it/s]
Epoch 0: |          | 10004/? [57:07<00:00,  2.92it/s]
Epoch 0: |          | 10005/? [57:07<00:00,  2.92it/s]
Epoch 0: |          | 10005/? [57:07<00:00,  2.92it/s]
Epoch 0: |          | 10006/? [57:07<00:00,  2.92it/s]
Epoch 0: |          | 10006/? [57:07<00:00,  2.92it/s]
Epoch 0: |          | 10007/? [57:08<00:00,  2.92it/s]
Epoch 0: |          | 10007/? [57:08<00:00,  2.92it/s]
Epoch 0: |          | 10008/? [57:08<00:00,  2.92it/s]
Epoch 0: |          | 10008/? [57:08<00:00,  2.92it/s]
Epoch 0: |          | 10009/? [57:08<00:00,  2.92it/s]
Epoch 0: |          | 10009/? [57:08<00:00,  2.92it/s]
Epoch 0: |          | 10010/? [57:09<00:00,  2.92it/s]
Epoch 0: |          | 10010/? [57:09<00:00,  2.92it/s]
Epoch 0: |          | 10011/? [57:09<00:00,  2.92it/s]
Epoch 0: |          | 10011/? [57:09<00:00,  2.92it/s]
Epoch 0: |          | 10012/? [57:09<00:00,  2.92it/s]
Epoch 0: |          | 10012/? [57:09<00:00,  2.92it/s]
Epoch 0: |          | 10013/? [57:10<00:00,  2.92it/s]
Epoch 0: |          | 10013/? [57:10<00:00,  2.92it/s]
Epoch 0: |          | 10014/? [57:10<00:00,  2.92it/s]
Epoch 0: |          | 10014/? [57:10<00:00,  2.92it/s]
Epoch 0: |          | 10015/? [57:10<00:00,  2.92it/s]
Epoch 0: |          | 10015/? [57:10<00:00,  2.92it/s]
Epoch 0: |          | 10016/? [57:11<00:00,  2.92it/s]
Epoch 0: |          | 10016/? [57:11<00:00,  2.92it/s]
Epoch 0: |          | 10017/? [57:11<00:00,  2.92it/s]
Epoch 0: |          | 10017/? [57:11<00:00,  2.92it/s]
Epoch 0: |          | 10018/? [57:11<00:00,  2.92it/s]
Epoch 0: |          | 10018/? [57:11<00:00,  2.92it/s]
Epoch 0: |          | 10019/? [57:12<00:00,  2.92it/s]
Epoch 0: |          | 10019/? [57:12<00:00,  2.92it/s]
Epoch 0: |          | 10020/? [57:12<00:00,  2.92it/s]
Epoch 0: |          | 10020/? [57:12<00:00,  2.92it/s]
Epoch 0: |          | 10021/? [57:12<00:00,  2.92it/s]
Epoch 0: |          | 10021/? [57:12<00:00,  2.92it/s]
Epoch 0: |          | 10022/? [57:13<00:00,  2.92it/s]
Epoch 0: |          | 10022/? [57:13<00:00,  2.92it/s]
Epoch 0: |          | 10023/? [57:13<00:00,  2.92it/s]
Epoch 0: |          | 10023/? [57:13<00:00,  2.92it/s]
Epoch 0: |          | 10024/? [57:13<00:00,  2.92it/s]
Epoch 0: |          | 10024/? [57:13<00:00,  2.92it/s]
Epoch 0: |          | 10025/? [57:14<00:00,  2.92it/s]
Epoch 0: |          | 10025/? [57:14<00:00,  2.92it/s]
Epoch 0: |          | 10026/? [57:14<00:00,  2.92it/s]
Epoch 0: |          | 10026/? [57:14<00:00,  2.92it/s]
Epoch 0: |          | 10027/? [57:14<00:00,  2.92it/s]
Epoch 0: |          | 10027/? [57:14<00:00,  2.92it/s]
Epoch 0: |          | 10028/? [57:15<00:00,  2.92it/s]
Epoch 0: |          | 10028/? [57:15<00:00,  2.92it/s]
Epoch 0: |          | 10029/? [57:15<00:00,  2.92it/s]
Epoch 0: |          | 10029/? [57:15<00:00,  2.92it/s]
Epoch 0: |          | 10030/? [57:15<00:00,  2.92it/s]
Epoch 0: |          | 10030/? [57:15<00:00,  2.92it/s]
Epoch 0: |          | 10031/? [57:16<00:00,  2.92it/s]
Epoch 0: |          | 10031/? [57:16<00:00,  2.92it/s]
Epoch 0: |          | 10032/? [57:16<00:00,  2.92it/s]
Epoch 0: |          | 10032/? [57:16<00:00,  2.92it/s]
Epoch 0: |          | 10033/? [57:16<00:00,  2.92it/s]
Epoch 0: |          | 10033/? [57:16<00:00,  2.92it/s]
Epoch 0: |          | 10034/? [57:17<00:00,  2.92it/s]
Epoch 0: |          | 10034/? [57:17<00:00,  2.92it/s]
Epoch 0: |          | 10035/? [57:17<00:00,  2.92it/s]
Epoch 0: |          | 10035/? [57:17<00:00,  2.92it/s]
Epoch 0: |          | 10036/? [57:17<00:00,  2.92it/s]
Epoch 0: |          | 10036/? [57:17<00:00,  2.92it/s]
Epoch 0: |          | 10037/? [57:18<00:00,  2.92it/s]
Epoch 0: |          | 10037/? [57:18<00:00,  2.92it/s]
Epoch 0: |          | 10038/? [57:18<00:00,  2.92it/s]
Epoch 0: |          | 10038/? [57:18<00:00,  2.92it/s]
Epoch 0: |          | 10039/? [57:18<00:00,  2.92it/s]
Epoch 0: |          | 10039/? [57:18<00:00,  2.92it/s]
Epoch 0: |          | 10040/? [57:19<00:00,  2.92it/s]
Epoch 0: |          | 10040/? [57:19<00:00,  2.92it/s]
Epoch 0: |          | 10041/? [57:19<00:00,  2.92it/s]
Epoch 0: |          | 10041/? [57:19<00:00,  2.92it/s]
Epoch 0: |          | 10042/? [57:19<00:00,  2.92it/s]
Epoch 0: |          | 10042/? [57:19<00:00,  2.92it/s]
Epoch 0: |          | 10043/? [57:20<00:00,  2.92it/s]
Epoch 0: |          | 10043/? [57:20<00:00,  2.92it/s]
Epoch 0: |          | 10044/? [57:20<00:00,  2.92it/s]
Epoch 0: |          | 10044/? [57:20<00:00,  2.92it/s]
Epoch 0: |          | 10045/? [57:20<00:00,  2.92it/s]
Epoch 0: |          | 10045/? [57:20<00:00,  2.92it/s]
Epoch 0: |          | 10046/? [57:21<00:00,  2.92it/s]
Epoch 0: |          | 10046/? [57:21<00:00,  2.92it/s]
Epoch 0: |          | 10047/? [57:21<00:00,  2.92it/s]
Epoch 0: |          | 10047/? [57:21<00:00,  2.92it/s]
Epoch 0: |          | 10048/? [57:21<00:00,  2.92it/s]
Epoch 0: |          | 10048/? [57:21<00:00,  2.92it/s]
Epoch 0: |          | 10049/? [57:22<00:00,  2.92it/s]
Epoch 0: |          | 10049/? [57:22<00:00,  2.92it/s]
Epoch 0: |          | 10050/? [57:22<00:00,  2.92it/s]
Epoch 0: |          | 10050/? [57:22<00:00,  2.92it/s]
Epoch 0: |          | 10051/? [57:22<00:00,  2.92it/s]
Epoch 0: |          | 10051/? [57:22<00:00,  2.92it/s]
Epoch 0: |          | 10052/? [57:23<00:00,  2.92it/s]
Epoch 0: |          | 10052/? [57:23<00:00,  2.92it/s]
Epoch 0: |          | 10053/? [57:23<00:00,  2.92it/s]
Epoch 0: |          | 10053/? [57:23<00:00,  2.92it/s]
Epoch 0: |          | 10054/? [57:23<00:00,  2.92it/s]
Epoch 0: |          | 10054/? [57:23<00:00,  2.92it/s]
Epoch 0: |          | 10055/? [57:24<00:00,  2.92it/s]
Epoch 0: |          | 10055/? [57:24<00:00,  2.92it/s]
Epoch 0: |          | 10056/? [57:24<00:00,  2.92it/s]
Epoch 0: |          | 10056/? [57:24<00:00,  2.92it/s]
Epoch 0: |          | 10057/? [57:24<00:00,  2.92it/s]
Epoch 0: |          | 10057/? [57:24<00:00,  2.92it/s]
Epoch 0: |          | 10058/? [57:25<00:00,  2.92it/s]
Epoch 0: |          | 10058/? [57:25<00:00,  2.92it/s]
Epoch 0: |          | 10059/? [57:25<00:00,  2.92it/s]
Epoch 0: |          | 10059/? [57:25<00:00,  2.92it/s]
Epoch 0: |          | 10060/? [57:25<00:00,  2.92it/s]
Epoch 0: |          | 10060/? [57:25<00:00,  2.92it/s]
Epoch 0: |          | 10061/? [57:26<00:00,  2.92it/s]
Epoch 0: |          | 10061/? [57:26<00:00,  2.92it/s]
Epoch 0: |          | 10062/? [57:26<00:00,  2.92it/s]
Epoch 0: |          | 10062/? [57:26<00:00,  2.92it/s]
Epoch 0: |          | 10063/? [57:26<00:00,  2.92it/s]
Epoch 0: |          | 10063/? [57:26<00:00,  2.92it/s]
Epoch 0: |          | 10064/? [57:27<00:00,  2.92it/s]
Epoch 0: |          | 10064/? [57:27<00:00,  2.92it/s]
Epoch 0: |          | 10065/? [57:27<00:00,  2.92it/s]
Epoch 0: |          | 10065/? [57:27<00:00,  2.92it/s]
Epoch 0: |          | 10066/? [57:27<00:00,  2.92it/s]
Epoch 0: |          | 10066/? [57:27<00:00,  2.92it/s]
Epoch 0: |          | 10067/? [57:28<00:00,  2.92it/s]
Epoch 0: |          | 10067/? [57:28<00:00,  2.92it/s]
Epoch 0: |          | 10068/? [57:28<00:00,  2.92it/s]
Epoch 0: |          | 10068/? [57:28<00:00,  2.92it/s]
Epoch 0: |          | 10069/? [57:28<00:00,  2.92it/s]
Epoch 0: |          | 10069/? [57:28<00:00,  2.92it/s]
Epoch 0: |          | 10070/? [57:29<00:00,  2.92it/s]
Epoch 0: |          | 10070/? [57:29<00:00,  2.92it/s]
Epoch 0: |          | 10071/? [57:29<00:00,  2.92it/s]
Epoch 0: |          | 10071/? [57:29<00:00,  2.92it/s]
Epoch 0: |          | 10072/? [57:29<00:00,  2.92it/s]
Epoch 0: |          | 10072/? [57:29<00:00,  2.92it/s]
Epoch 0: |          | 10073/? [57:30<00:00,  2.92it/s]
Epoch 0: |          | 10073/? [57:30<00:00,  2.92it/s]
Epoch 0: |          | 10074/? [57:30<00:00,  2.92it/s]
Epoch 0: |          | 10074/? [57:30<00:00,  2.92it/s]
Epoch 0: |          | 10075/? [57:30<00:00,  2.92it/s]
Epoch 0: |          | 10075/? [57:30<00:00,  2.92it/s]
Epoch 0: |          | 10076/? [57:31<00:00,  2.92it/s]
Epoch 0: |          | 10076/? [57:31<00:00,  2.92it/s]
Epoch 0: |          | 10077/? [57:31<00:00,  2.92it/s]
Epoch 0: |          | 10077/? [57:31<00:00,  2.92it/s]
Epoch 0: |          | 10078/? [57:31<00:00,  2.92it/s]
Epoch 0: |          | 10078/? [57:31<00:00,  2.92it/s]
Epoch 0: |          | 10079/? [57:32<00:00,  2.92it/s]
Epoch 0: |          | 10079/? [57:32<00:00,  2.92it/s]
Epoch 0: |          | 10080/? [57:32<00:00,  2.92it/s]
Epoch 0: |          | 10080/? [57:32<00:00,  2.92it/s]
Epoch 0: |          | 10081/? [57:32<00:00,  2.92it/s]
Epoch 0: |          | 10081/? [57:32<00:00,  2.92it/s]
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Epoch 0: |          | 10090/? [57:35<00:00,  2.92it/s]
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Epoch 0: |          | 10091/? [57:36<00:00,  2.92it/s]
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Epoch 0: |          | 10092/? [57:36<00:00,  2.92it/s]
Epoch 0: |          | 10092/? [57:36<00:00,  2.92it/s]
Epoch 0: |          | 10093/? [57:36<00:00,  2.92it/s]
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Epoch 0: |          | 10094/? [57:37<00:00,  2.92it/s]
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Epoch 0: |          | 10095/? [57:37<00:00,  2.92it/s]
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Epoch 0: |          | 10096/? [57:37<00:00,  2.92it/s]
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Epoch 0: |          | 10097/? [57:38<00:00,  2.92it/s]
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Epoch 0: |          | 10098/? [57:38<00:00,  2.92it/s]
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Epoch 0: |          | 10099/? [57:38<00:00,  2.92it/s]
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Epoch 0: |          | 10100/? [57:39<00:00,  2.92it/s]
Epoch 0: |          | 10100/? [57:39<00:00,  2.92it/s]
Epoch 0: |          | 10101/? [57:39<00:00,  2.92it/s]
Epoch 0: |          | 10101/? [57:39<00:00,  2.92it/s]
Epoch 0: |          | 10102/? [57:39<00:00,  2.92it/s]
Epoch 0: |          | 10102/? [57:39<00:00,  2.92it/s]
Epoch 0: |          | 10103/? [57:40<00:00,  2.92it/s]
Epoch 0: |          | 10103/? [57:40<00:00,  2.92it/s]
Epoch 0: |          | 10104/? [57:40<00:00,  2.92it/s]
Epoch 0: |          | 10104/? [57:40<00:00,  2.92it/s]
Epoch 0: |          | 10105/? [57:40<00:00,  2.92it/s]
Epoch 0: |          | 10105/? [57:40<00:00,  2.92it/s]
Epoch 0: |          | 10106/? [57:41<00:00,  2.92it/s]
Epoch 0: |          | 10106/? [57:41<00:00,  2.92it/s]
Epoch 0: |          | 10107/? [57:41<00:00,  2.92it/s]
Epoch 0: |          | 10107/? [57:41<00:00,  2.92it/s]
Epoch 0: |          | 10108/? [57:41<00:00,  2.92it/s]
Epoch 0: |          | 10108/? [57:41<00:00,  2.92it/s]
Epoch 0: |          | 10109/? [57:42<00:00,  2.92it/s]
Epoch 0: |          | 10109/? [57:42<00:00,  2.92it/s]
Epoch 0: |          | 10110/? [57:42<00:00,  2.92it/s]
Epoch 0: |          | 10110/? [57:42<00:00,  2.92it/s]
Epoch 0: |          | 10111/? [57:42<00:00,  2.92it/s]
Epoch 0: |          | 10111/? [57:42<00:00,  2.92it/s]
Epoch 0: |          | 10112/? [57:42<00:00,  2.92it/s]
Epoch 0: |          | 10112/? [57:42<00:00,  2.92it/s]
Epoch 0: |          | 10113/? [57:43<00:00,  2.92it/s]
Epoch 0: |          | 10113/? [57:43<00:00,  2.92it/s]
Epoch 0: |          | 10114/? [57:43<00:00,  2.92it/s]
Epoch 0: |          | 10114/? [57:43<00:00,  2.92it/s]
Epoch 0: |          | 10115/? [57:43<00:00,  2.92it/s]
Epoch 0: |          | 10115/? [57:43<00:00,  2.92it/s]
Epoch 0: |          | 10116/? [57:44<00:00,  2.92it/s]
Epoch 0: |          | 10116/? [57:44<00:00,  2.92it/s]
Epoch 0: |          | 10117/? [57:44<00:00,  2.92it/s]
Epoch 0: |          | 10117/? [57:44<00:00,  2.92it/s]
Epoch 0: |          | 10118/? [57:44<00:00,  2.92it/s]
Epoch 0: |          | 10118/? [57:44<00:00,  2.92it/s]
Epoch 0: |          | 10119/? [57:45<00:00,  2.92it/s]
Epoch 0: |          | 10119/? [57:45<00:00,  2.92it/s]
Epoch 0: |          | 10120/? [57:45<00:00,  2.92it/s]
Epoch 0: |          | 10120/? [57:45<00:00,  2.92it/s]
Epoch 0: |          | 10121/? [57:46<00:00,  2.92it/s]
Epoch 0: |          | 10121/? [57:46<00:00,  2.92it/s]
Epoch 0: |          | 10122/? [57:46<00:00,  2.92it/s]
Epoch 0: |          | 10122/? [57:46<00:00,  2.92it/s]
Epoch 0: |          | 10123/? [57:46<00:00,  2.92it/s]
Epoch 0: |          | 10123/? [57:46<00:00,  2.92it/s]
Epoch 0: |          | 10124/? [57:47<00:00,  2.92it/s]
Epoch 0: |          | 10124/? [57:47<00:00,  2.92it/s]
Epoch 0: |          | 10125/? [57:47<00:00,  2.92it/s]
Epoch 0: |          | 10125/? [57:47<00:00,  2.92it/s]
Epoch 0: |          | 10126/? [57:47<00:00,  2.92it/s]
Epoch 0: |          | 10126/? [57:47<00:00,  2.92it/s]
Epoch 0: |          | 10127/? [57:48<00:00,  2.92it/s]
Epoch 0: |          | 10127/? [57:48<00:00,  2.92it/s]
Epoch 0: |          | 10128/? [57:48<00:00,  2.92it/s]
Epoch 0: |          | 10128/? [57:48<00:00,  2.92it/s]
Epoch 0: |          | 10129/? [57:48<00:00,  2.92it/s]
Epoch 0: |          | 10129/? [57:48<00:00,  2.92it/s]
Epoch 0: |          | 10130/? [57:48<00:00,  2.92it/s]
Epoch 0: |          | 10130/? [57:48<00:00,  2.92it/s]
Epoch 0: |          | 10131/? [57:49<00:00,  2.92it/s]
Epoch 0: |          | 10131/? [57:49<00:00,  2.92it/s]
Epoch 0: |          | 10132/? [57:49<00:00,  2.92it/s]
Epoch 0: |          | 10132/? [57:49<00:00,  2.92it/s]
Epoch 0: |          | 10133/? [57:49<00:00,  2.92it/s]
Epoch 0: |          | 10133/? [57:49<00:00,  2.92it/s]
Epoch 0: |          | 10134/? [57:50<00:00,  2.92it/s]
Epoch 0: |          | 10134/? [57:50<00:00,  2.92it/s]
Epoch 0: |          | 10135/? [57:50<00:00,  2.92it/s]
Epoch 0: |          | 10135/? [57:50<00:00,  2.92it/s]
Epoch 0: |          | 10136/? [57:50<00:00,  2.92it/s]
Epoch 0: |          | 10136/? [57:50<00:00,  2.92it/s]
Epoch 0: |          | 10137/? [57:51<00:00,  2.92it/s]
Epoch 0: |          | 10137/? [57:51<00:00,  2.92it/s]
Epoch 0: |          | 10138/? [57:51<00:00,  2.92it/s]
Epoch 0: |          | 10138/? [57:51<00:00,  2.92it/s]
Epoch 0: |          | 10139/? [57:52<00:00,  2.92it/s]
Epoch 0: |          | 10139/? [57:52<00:00,  2.92it/s]
Epoch 0: |          | 10140/? [57:52<00:00,  2.92it/s]
Epoch 0: |          | 10140/? [57:52<00:00,  2.92it/s]
Epoch 0: |          | 10141/? [57:52<00:00,  2.92it/s]
Epoch 0: |          | 10141/? [57:52<00:00,  2.92it/s]
Epoch 0: |          | 10142/? [57:53<00:00,  2.92it/s]
Epoch 0: |          | 10142/? [57:53<00:00,  2.92it/s]
Epoch 0: |          | 10143/? [57:53<00:00,  2.92it/s]
Epoch 0: |          | 10143/? [57:53<00:00,  2.92it/s]
Epoch 0: |          | 10144/? [57:53<00:00,  2.92it/s]
Epoch 0: |          | 10144/? [57:53<00:00,  2.92it/s]
Epoch 0: |          | 10145/? [57:54<00:00,  2.92it/s]
Epoch 0: |          | 10145/? [57:54<00:00,  2.92it/s]
Epoch 0: |          | 10146/? [57:54<00:00,  2.92it/s]
Epoch 0: |          | 10146/? [57:54<00:00,  2.92it/s]
Epoch 0: |          | 10147/? [57:54<00:00,  2.92it/s]
Epoch 0: |          | 10147/? [57:54<00:00,  2.92it/s]
Epoch 0: |          | 10148/? [57:55<00:00,  2.92it/s]
Epoch 0: |          | 10148/? [57:55<00:00,  2.92it/s]
Epoch 0: |          | 10149/? [57:55<00:00,  2.92it/s]
Epoch 0: |          | 10149/? [57:55<00:00,  2.92it/s]
Epoch 0: |          | 10150/? [57:55<00:00,  2.92it/s]
Epoch 0: |          | 10150/? [57:55<00:00,  2.92it/s]
Epoch 0: |          | 10151/? [57:56<00:00,  2.92it/s]
Epoch 0: |          | 10151/? [57:56<00:00,  2.92it/s]
Epoch 0: |          | 10152/? [57:56<00:00,  2.92it/s]
Epoch 0: |          | 10152/? [57:56<00:00,  2.92it/s]
Epoch 0: |          | 10153/? [57:56<00:00,  2.92it/s]
Epoch 0: |          | 10153/? [57:56<00:00,  2.92it/s]
Epoch 0: |          | 10154/? [57:57<00:00,  2.92it/s]
Epoch 0: |          | 10154/? [57:57<00:00,  2.92it/s]
Epoch 0: |          | 10155/? [57:57<00:00,  2.92it/s]
Epoch 0: |          | 10155/? [57:57<00:00,  2.92it/s]
Epoch 0: |          | 10156/? [57:57<00:00,  2.92it/s]
Epoch 0: |          | 10156/? [57:57<00:00,  2.92it/s]
Epoch 0: |          | 10157/? [57:58<00:00,  2.92it/s]
Epoch 0: |          | 10157/? [57:58<00:00,  2.92it/s]
Epoch 0: |          | 10158/? [57:58<00:00,  2.92it/s]
Epoch 0: |          | 10158/? [57:58<00:00,  2.92it/s]
Epoch 0: |          | 10159/? [57:58<00:00,  2.92it/s]
Epoch 0: |          | 10159/? [57:58<00:00,  2.92it/s]
Epoch 0: |          | 10160/? [57:59<00:00,  2.92it/s]
Epoch 0: |          | 10160/? [57:59<00:00,  2.92it/s]
Epoch 0: |          | 10161/? [57:59<00:00,  2.92it/s]
Epoch 0: |          | 10161/? [57:59<00:00,  2.92it/s]
Epoch 0: |          | 10162/? [57:59<00:00,  2.92it/s]
Epoch 0: |          | 10162/? [57:59<00:00,  2.92it/s]
Epoch 0: |          | 10163/? [58:00<00:00,  2.92it/s]
Epoch 0: |          | 10163/? [58:00<00:00,  2.92it/s]
Epoch 0: |          | 10164/? [58:00<00:00,  2.92it/s]
Epoch 0: |          | 10164/? [58:00<00:00,  2.92it/s]
Epoch 0: |          | 10165/? [58:00<00:00,  2.92it/s]
Epoch 0: |          | 10165/? [58:00<00:00,  2.92it/s]
Epoch 0: |          | 10166/? [58:01<00:00,  2.92it/s]
Epoch 0: |          | 10166/? [58:01<00:00,  2.92it/s]
Epoch 0: |          | 10167/? [58:01<00:00,  2.92it/s]
Epoch 0: |          | 10167/? [58:01<00:00,  2.92it/s]
Epoch 0: |          | 10168/? [58:01<00:00,  2.92it/s]
Epoch 0: |          | 10168/? [58:01<00:00,  2.92it/s]
Epoch 0: |          | 10169/? [58:02<00:00,  2.92it/s]
Epoch 0: |          | 10169/? [58:02<00:00,  2.92it/s]
Epoch 0: |          | 10170/? [58:02<00:00,  2.92it/s]
Epoch 0: |          | 10170/? [58:02<00:00,  2.92it/s]
Epoch 0: |          | 10171/? [58:02<00:00,  2.92it/s]
Epoch 0: |          | 10171/? [58:02<00:00,  2.92it/s]
Epoch 0: |          | 10172/? [58:03<00:00,  2.92it/s]
Epoch 0: |          | 10172/? [58:03<00:00,  2.92it/s]
Epoch 0: |          | 10173/? [58:03<00:00,  2.92it/s]
Epoch 0: |          | 10173/? [58:03<00:00,  2.92it/s]
Epoch 0: |          | 10174/? [58:03<00:00,  2.92it/s]
Epoch 0: |          | 10174/? [58:03<00:00,  2.92it/s]
Epoch 0: |          | 10175/? [58:04<00:00,  2.92it/s]
Epoch 0: |          | 10175/? [58:04<00:00,  2.92it/s]
Epoch 0: |          | 10176/? [58:04<00:00,  2.92it/s]
Epoch 0: |          | 10176/? [58:04<00:00,  2.92it/s]
Epoch 0: |          | 10177/? [58:04<00:00,  2.92it/s]
Epoch 0: |          | 10177/? [58:04<00:00,  2.92it/s]
Epoch 0: |          | 10178/? [58:05<00:00,  2.92it/s]
Epoch 0: |          | 10178/? [58:05<00:00,  2.92it/s]
Epoch 0: |          | 10179/? [58:05<00:00,  2.92it/s]
Epoch 0: |          | 10179/? [58:05<00:00,  2.92it/s]
Epoch 0: |          | 10180/? [58:05<00:00,  2.92it/s]
Epoch 0: |          | 10180/? [58:05<00:00,  2.92it/s]
Epoch 0: |          | 10181/? [58:06<00:00,  2.92it/s]
Epoch 0: |          | 10181/? [58:06<00:00,  2.92it/s]
Epoch 0: |          | 10182/? [58:06<00:00,  2.92it/s]
Epoch 0: |          | 10182/? [58:06<00:00,  2.92it/s]
Epoch 0: |          | 10183/? [58:06<00:00,  2.92it/s]
Epoch 0: |          | 10183/? [58:06<00:00,  2.92it/s]
Epoch 0: |          | 10184/? [58:07<00:00,  2.92it/s]
Epoch 0: |          | 10184/? [58:07<00:00,  2.92it/s]
Epoch 0: |          | 10185/? [58:07<00:00,  2.92it/s]
Epoch 0: |          | 10185/? [58:07<00:00,  2.92it/s]
Epoch 0: |          | 10186/? [58:07<00:00,  2.92it/s]
Epoch 0: |          | 10186/? [58:07<00:00,  2.92it/s]
Epoch 0: |          | 10187/? [58:08<00:00,  2.92it/s]
Epoch 0: |          | 10187/? [58:08<00:00,  2.92it/s]
Epoch 0: |          | 10188/? [58:08<00:00,  2.92it/s]
Epoch 0: |          | 10188/? [58:08<00:00,  2.92it/s]
Epoch 0: |          | 10189/? [58:08<00:00,  2.92it/s]
Epoch 0: |          | 10189/? [58:08<00:00,  2.92it/s]
Epoch 0: |          | 10190/? [58:09<00:00,  2.92it/s]
Epoch 0: |          | 10190/? [58:09<00:00,  2.92it/s]
Epoch 0: |          | 10191/? [58:09<00:00,  2.92it/s]
Epoch 0: |          | 10191/? [58:09<00:00,  2.92it/s]
Epoch 0: |          | 10192/? [58:09<00:00,  2.92it/s]
Epoch 0: |          | 10192/? [58:09<00:00,  2.92it/s]
Epoch 0: |          | 10193/? [58:10<00:00,  2.92it/s]
Epoch 0: |          | 10193/? [58:10<00:00,  2.92it/s]
Epoch 0: |          | 10194/? [58:10<00:00,  2.92it/s]
Epoch 0: |          | 10194/? [58:10<00:00,  2.92it/s]
Epoch 0: |          | 10195/? [58:10<00:00,  2.92it/s]
Epoch 0: |          | 10195/? [58:10<00:00,  2.92it/s]
Epoch 0: |          | 10196/? [58:11<00:00,  2.92it/s]
Epoch 0: |          | 10196/? [58:11<00:00,  2.92it/s]
Epoch 0: |          | 10197/? [58:11<00:00,  2.92it/s]
Epoch 0: |          | 10197/? [58:11<00:00,  2.92it/s]
Epoch 0: |          | 10198/? [58:11<00:00,  2.92it/s]
Epoch 0: |          | 10198/? [58:11<00:00,  2.92it/s]
Epoch 0: |          | 10199/? [58:12<00:00,  2.92it/s]
Epoch 0: |          | 10199/? [58:12<00:00,  2.92it/s]
Epoch 0: |          | 10200/? [58:12<00:00,  2.92it/s]
Epoch 0: |          | 10200/? [58:12<00:00,  2.92it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.20it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 12.72it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 12.79it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 12.62it/s]

Epoch 0: |          | 10200/? [58:12<00:00,  2.92it/s]
Epoch 0: |          | 10201/? [58:13<00:00,  2.92it/s]
Epoch 0: |          | 10201/? [58:13<00:00,  2.92it/s]
Epoch 0: |          | 10202/? [58:13<00:00,  2.92it/s]
Epoch 0: |          | 10202/? [58:13<00:00,  2.92it/s]
Epoch 0: |          | 10203/? [58:13<00:00,  2.92it/s]
Epoch 0: |          | 10203/? [58:13<00:00,  2.92it/s]
Epoch 0: |          | 10204/? [58:13<00:00,  2.92it/s]
Epoch 0: |          | 10204/? [58:13<00:00,  2.92it/s]
Epoch 0: |          | 10205/? [58:14<00:00,  2.92it/s]
Epoch 0: |          | 10205/? [58:14<00:00,  2.92it/s]
Epoch 0: |          | 10206/? [58:14<00:00,  2.92it/s]
Epoch 0: |          | 10206/? [58:14<00:00,  2.92it/s]
Epoch 0: |          | 10207/? [58:14<00:00,  2.92it/s]
Epoch 0: |          | 10207/? [58:14<00:00,  2.92it/s]
Epoch 0: |          | 10208/? [58:15<00:00,  2.92it/s]
Epoch 0: |          | 10208/? [58:15<00:00,  2.92it/s]
Epoch 0: |          | 10209/? [58:15<00:00,  2.92it/s]
Epoch 0: |          | 10209/? [58:15<00:00,  2.92it/s]
Epoch 0: |          | 10210/? [58:15<00:00,  2.92it/s]
Epoch 0: |          | 10210/? [58:15<00:00,  2.92it/s]
Epoch 0: |          | 10211/? [58:16<00:00,  2.92it/s]
Epoch 0: |          | 10211/? [58:16<00:00,  2.92it/s]
Epoch 0: |          | 10212/? [58:16<00:00,  2.92it/s]
Epoch 0: |          | 10212/? [58:16<00:00,  2.92it/s]
Epoch 0: |          | 10213/? [58:16<00:00,  2.92it/s]
Epoch 0: |          | 10213/? [58:16<00:00,  2.92it/s]
Epoch 0: |          | 10214/? [58:17<00:00,  2.92it/s]
Epoch 0: |          | 10214/? [58:17<00:00,  2.92it/s]
Epoch 0: |          | 10215/? [58:17<00:00,  2.92it/s]
Epoch 0: |          | 10215/? [58:17<00:00,  2.92it/s]
Epoch 0: |          | 10216/? [58:17<00:00,  2.92it/s]
Epoch 0: |          | 10216/? [58:17<00:00,  2.92it/s]
Epoch 0: |          | 10217/? [58:18<00:00,  2.92it/s]
Epoch 0: |          | 10217/? [58:18<00:00,  2.92it/s]
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Epoch 0: |          | 10244/? [58:27<00:00,  2.92it/s]
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Epoch 0: |          | 10245/? [58:27<00:00,  2.92it/s]
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Epoch 0: |          | 10246/? [58:27<00:00,  2.92it/s]
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Epoch 0: |          | 10247/? [58:28<00:00,  2.92it/s]
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Epoch 0: |          | 10249/? [58:28<00:00,  2.92it/s]
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Epoch 0: |          | 10256/? [58:31<00:00,  2.92it/s]
Epoch 0: |          | 10256/? [58:31<00:00,  2.92it/s]
Epoch 0: |          | 10257/? [58:31<00:00,  2.92it/s]
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Epoch 0: |          | 10258/? [58:31<00:00,  2.92it/s]
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Epoch 0: |          | 10259/? [58:32<00:00,  2.92it/s]
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Epoch 0: |          | 10261/? [58:32<00:00,  2.92it/s]
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Epoch 0: |          | 10262/? [58:33<00:00,  2.92it/s]
Epoch 0: |          | 10262/? [58:33<00:00,  2.92it/s]
Epoch 0: |          | 10263/? [58:33<00:00,  2.92it/s]
Epoch 0: |          | 10263/? [58:33<00:00,  2.92it/s]
Epoch 0: |          | 10264/? [58:33<00:00,  2.92it/s]
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Epoch 0: |          | 10265/? [58:34<00:00,  2.92it/s]
Epoch 0: |          | 10265/? [58:34<00:00,  2.92it/s]
Epoch 0: |          | 10266/? [58:34<00:00,  2.92it/s]
Epoch 0: |          | 10266/? [58:34<00:00,  2.92it/s]
Epoch 0: |          | 10267/? [58:34<00:00,  2.92it/s]
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Epoch 0: |          | 10268/? [58:35<00:00,  2.92it/s]
Epoch 0: |          | 10268/? [58:35<00:00,  2.92it/s]
Epoch 0: |          | 10269/? [58:35<00:00,  2.92it/s]
Epoch 0: |          | 10269/? [58:35<00:00,  2.92it/s]
Epoch 0: |          | 10270/? [58:35<00:00,  2.92it/s]
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Epoch 0: |          | 10271/? [58:36<00:00,  2.92it/s]
Epoch 0: |          | 10271/? [58:36<00:00,  2.92it/s]
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Epoch 0: |          | 10274/? [58:37<00:00,  2.92it/s]
Epoch 0: |          | 10274/? [58:37<00:00,  2.92it/s]
Epoch 0: |          | 10275/? [58:37<00:00,  2.92it/s]
Epoch 0: |          | 10275/? [58:37<00:00,  2.92it/s]
Epoch 0: |          | 10276/? [58:37<00:00,  2.92it/s]
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Epoch 0: |          | 10277/? [58:38<00:00,  2.92it/s]
Epoch 0: |          | 10278/? [58:38<00:00,  2.92it/s]
Epoch 0: |          | 10278/? [58:38<00:00,  2.92it/s]
Epoch 0: |          | 10279/? [58:38<00:00,  2.92it/s]
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Epoch 0: |          | 10280/? [58:38<00:00,  2.92it/s]
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Epoch 0: |          | 10281/? [58:39<00:00,  2.92it/s]
Epoch 0: |          | 10281/? [58:39<00:00,  2.92it/s]
Epoch 0: |          | 10282/? [58:39<00:00,  2.92it/s]
Epoch 0: |          | 10282/? [58:39<00:00,  2.92it/s]
Epoch 0: |          | 10283/? [58:40<00:00,  2.92it/s]
Epoch 0: |          | 10283/? [58:40<00:00,  2.92it/s]
Epoch 0: |          | 10284/? [58:40<00:00,  2.92it/s]
Epoch 0: |          | 10284/? [58:40<00:00,  2.92it/s]
Epoch 0: |          | 10285/? [58:40<00:00,  2.92it/s]
Epoch 0: |          | 10285/? [58:40<00:00,  2.92it/s]
Epoch 0: |          | 10286/? [58:40<00:00,  2.92it/s]
Epoch 0: |          | 10286/? [58:40<00:00,  2.92it/s]
Epoch 0: |          | 10287/? [58:41<00:00,  2.92it/s]
Epoch 0: |          | 10287/? [58:41<00:00,  2.92it/s]
Epoch 0: |          | 10288/? [58:41<00:00,  2.92it/s]
Epoch 0: |          | 10288/? [58:41<00:00,  2.92it/s]
Epoch 0: |          | 10289/? [58:41<00:00,  2.92it/s]
Epoch 0: |          | 10289/? [58:41<00:00,  2.92it/s]
Epoch 0: |          | 10290/? [58:42<00:00,  2.92it/s]
Epoch 0: |          | 10290/? [58:42<00:00,  2.92it/s]
Epoch 0: |          | 10291/? [58:42<00:00,  2.92it/s]
Epoch 0: |          | 10291/? [58:42<00:00,  2.92it/s]
Epoch 0: |          | 10292/? [58:42<00:00,  2.92it/s]
Epoch 0: |          | 10292/? [58:42<00:00,  2.92it/s]
Epoch 0: |          | 10293/? [58:43<00:00,  2.92it/s]
Epoch 0: |          | 10293/? [58:43<00:00,  2.92it/s]
Epoch 0: |          | 10294/? [58:43<00:00,  2.92it/s]
Epoch 0: |          | 10294/? [58:43<00:00,  2.92it/s]
Epoch 0: |          | 10295/? [58:43<00:00,  2.92it/s]
Epoch 0: |          | 10295/? [58:43<00:00,  2.92it/s]
Epoch 0: |          | 10296/? [58:44<00:00,  2.92it/s]
Epoch 0: |          | 10296/? [58:44<00:00,  2.92it/s]
Epoch 0: |          | 10297/? [58:44<00:00,  2.92it/s]
Epoch 0: |          | 10297/? [58:44<00:00,  2.92it/s]
Epoch 0: |          | 10298/? [58:44<00:00,  2.92it/s]
Epoch 0: |          | 10298/? [58:44<00:00,  2.92it/s]
Epoch 0: |          | 10299/? [58:45<00:00,  2.92it/s]
Epoch 0: |          | 10299/? [58:45<00:00,  2.92it/s]
Epoch 0: |          | 10300/? [58:45<00:00,  2.92it/s]
Epoch 0: |          | 10300/? [58:45<00:00,  2.92it/s]
Epoch 0: |          | 10301/? [58:45<00:00,  2.92it/s]
Epoch 0: |          | 10301/? [58:45<00:00,  2.92it/s]
Epoch 0: |          | 10302/? [58:46<00:00,  2.92it/s]
Epoch 0: |          | 10302/? [58:46<00:00,  2.92it/s]
Epoch 0: |          | 10303/? [58:46<00:00,  2.92it/s]
Epoch 0: |          | 10303/? [58:46<00:00,  2.92it/s]
Epoch 0: |          | 10304/? [58:46<00:00,  2.92it/s]
Epoch 0: |          | 10304/? [58:46<00:00,  2.92it/s]
Epoch 0: |          | 10305/? [58:47<00:00,  2.92it/s]
Epoch 0: |          | 10305/? [58:47<00:00,  2.92it/s]
Epoch 0: |          | 10306/? [58:47<00:00,  2.92it/s]
Epoch 0: |          | 10306/? [58:47<00:00,  2.92it/s]
Epoch 0: |          | 10307/? [58:47<00:00,  2.92it/s]
Epoch 0: |          | 10307/? [58:47<00:00,  2.92it/s]
Epoch 0: |          | 10308/? [58:48<00:00,  2.92it/s]
Epoch 0: |          | 10308/? [58:48<00:00,  2.92it/s]
Epoch 0: |          | 10309/? [58:48<00:00,  2.92it/s]
Epoch 0: |          | 10309/? [58:48<00:00,  2.92it/s]
Epoch 0: |          | 10310/? [58:48<00:00,  2.92it/s]
Epoch 0: |          | 10310/? [58:48<00:00,  2.92it/s]
Epoch 0: |          | 10311/? [58:49<00:00,  2.92it/s]
Epoch 0: |          | 10311/? [58:49<00:00,  2.92it/s]
Epoch 0: |          | 10312/? [58:49<00:00,  2.92it/s]
Epoch 0: |          | 10312/? [58:49<00:00,  2.92it/s]
Epoch 0: |          | 10313/? [58:49<00:00,  2.92it/s]
Epoch 0: |          | 10313/? [58:49<00:00,  2.92it/s]
Epoch 0: |          | 10314/? [58:50<00:00,  2.92it/s]
Epoch 0: |          | 10314/? [58:50<00:00,  2.92it/s]
Epoch 0: |          | 10315/? [58:50<00:00,  2.92it/s]
Epoch 0: |          | 10315/? [58:50<00:00,  2.92it/s]
Epoch 0: |          | 10316/? [58:50<00:00,  2.92it/s]
Epoch 0: |          | 10316/? [58:50<00:00,  2.92it/s]
Epoch 0: |          | 10317/? [58:51<00:00,  2.92it/s]
Epoch 0: |          | 10317/? [58:51<00:00,  2.92it/s]
Epoch 0: |          | 10318/? [58:51<00:00,  2.92it/s]
Epoch 0: |          | 10318/? [58:51<00:00,  2.92it/s]
Epoch 0: |          | 10319/? [58:51<00:00,  2.92it/s]
Epoch 0: |          | 10319/? [58:51<00:00,  2.92it/s]
Epoch 0: |          | 10320/? [58:52<00:00,  2.92it/s]
Epoch 0: |          | 10320/? [58:52<00:00,  2.92it/s]
Epoch 0: |          | 10321/? [58:52<00:00,  2.92it/s]
Epoch 0: |          | 10321/? [58:52<00:00,  2.92it/s]
Epoch 0: |          | 10322/? [58:52<00:00,  2.92it/s]
Epoch 0: |          | 10322/? [58:52<00:00,  2.92it/s]
Epoch 0: |          | 10323/? [58:53<00:00,  2.92it/s]
Epoch 0: |          | 10323/? [58:53<00:00,  2.92it/s]
Epoch 0: |          | 10324/? [58:53<00:00,  2.92it/s]
Epoch 0: |          | 10324/? [58:53<00:00,  2.92it/s]
Epoch 0: |          | 10325/? [58:53<00:00,  2.92it/s]
Epoch 0: |          | 10325/? [58:53<00:00,  2.92it/s]
Epoch 0: |          | 10326/? [58:54<00:00,  2.92it/s]
Epoch 0: |          | 10326/? [58:54<00:00,  2.92it/s]
Epoch 0: |          | 10327/? [58:54<00:00,  2.92it/s]
Epoch 0: |          | 10327/? [58:54<00:00,  2.92it/s]
Epoch 0: |          | 10328/? [58:54<00:00,  2.92it/s]
Epoch 0: |          | 10328/? [58:54<00:00,  2.92it/s]
Epoch 0: |          | 10329/? [58:55<00:00,  2.92it/s]
Epoch 0: |          | 10329/? [58:55<00:00,  2.92it/s]
Epoch 0: |          | 10330/? [58:55<00:00,  2.92it/s]
Epoch 0: |          | 10330/? [58:55<00:00,  2.92it/s]
Epoch 0: |          | 10331/? [58:55<00:00,  2.92it/s]
Epoch 0: |          | 10331/? [58:55<00:00,  2.92it/s]
Epoch 0: |          | 10332/? [58:56<00:00,  2.92it/s]
Epoch 0: |          | 10332/? [58:56<00:00,  2.92it/s]
Epoch 0: |          | 10333/? [58:56<00:00,  2.92it/s]
Epoch 0: |          | 10333/? [58:56<00:00,  2.92it/s]
Epoch 0: |          | 10334/? [58:56<00:00,  2.92it/s]
Epoch 0: |          | 10334/? [58:56<00:00,  2.92it/s]
Epoch 0: |          | 10335/? [58:57<00:00,  2.92it/s]
Epoch 0: |          | 10335/? [58:57<00:00,  2.92it/s]
Epoch 0: |          | 10336/? [58:57<00:00,  2.92it/s]
Epoch 0: |          | 10336/? [58:57<00:00,  2.92it/s]
Epoch 0: |          | 10337/? [58:57<00:00,  2.92it/s]
Epoch 0: |          | 10337/? [58:57<00:00,  2.92it/s]
Epoch 0: |          | 10338/? [58:58<00:00,  2.92it/s]
Epoch 0: |          | 10338/? [58:58<00:00,  2.92it/s]
Epoch 0: |          | 10339/? [58:58<00:00,  2.92it/s]
Epoch 0: |          | 10339/? [58:58<00:00,  2.92it/s]
Epoch 0: |          | 10340/? [58:58<00:00,  2.92it/s]
Epoch 0: |          | 10340/? [58:58<00:00,  2.92it/s]
Epoch 0: |          | 10341/? [58:59<00:00,  2.92it/s]
Epoch 0: |          | 10341/? [58:59<00:00,  2.92it/s]
Epoch 0: |          | 10342/? [58:59<00:00,  2.92it/s]
Epoch 0: |          | 10342/? [58:59<00:00,  2.92it/s]
Epoch 0: |          | 10343/? [58:59<00:00,  2.92it/s]
Epoch 0: |          | 10343/? [58:59<00:00,  2.92it/s]
Epoch 0: |          | 10344/? [59:00<00:00,  2.92it/s]
Epoch 0: |          | 10344/? [59:00<00:00,  2.92it/s]
Epoch 0: |          | 10345/? [59:00<00:00,  2.92it/s]
Epoch 0: |          | 10345/? [59:00<00:00,  2.92it/s]
Epoch 0: |          | 10346/? [59:00<00:00,  2.92it/s]
Epoch 0: |          | 10346/? [59:00<00:00,  2.92it/s]
Epoch 0: |          | 10347/? [59:01<00:00,  2.92it/s]
Epoch 0: |          | 10347/? [59:01<00:00,  2.92it/s]
Epoch 0: |          | 10348/? [59:01<00:00,  2.92it/s]
Epoch 0: |          | 10348/? [59:01<00:00,  2.92it/s]
Epoch 0: |          | 10349/? [59:01<00:00,  2.92it/s]
Epoch 0: |          | 10349/? [59:01<00:00,  2.92it/s]
Epoch 0: |          | 10350/? [59:01<00:00,  2.92it/s]
Epoch 0: |          | 10350/? [59:01<00:00,  2.92it/s]
Epoch 0: |          | 10351/? [59:02<00:00,  2.92it/s]
Epoch 0: |          | 10351/? [59:02<00:00,  2.92it/s]
Epoch 0: |          | 10352/? [59:02<00:00,  2.92it/s]
Epoch 0: |          | 10352/? [59:02<00:00,  2.92it/s]
Epoch 0: |          | 10353/? [59:02<00:00,  2.92it/s]
Epoch 0: |          | 10353/? [59:02<00:00,  2.92it/s]
Epoch 0: |          | 10354/? [59:03<00:00,  2.92it/s]
Epoch 0: |          | 10354/? [59:03<00:00,  2.92it/s]
Epoch 0: |          | 10355/? [59:03<00:00,  2.92it/s]
Epoch 0: |          | 10355/? [59:03<00:00,  2.92it/s]
Epoch 0: |          | 10356/? [59:03<00:00,  2.92it/s]
Epoch 0: |          | 10356/? [59:03<00:00,  2.92it/s]
Epoch 0: |          | 10357/? [59:04<00:00,  2.92it/s]
Epoch 0: |          | 10357/? [59:04<00:00,  2.92it/s]
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Epoch 0: |          | 10360/? [59:05<00:00,  2.92it/s]
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Epoch 0: |          | 10361/? [59:05<00:00,  2.92it/s]
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Epoch 0: |          | 10364/? [59:06<00:00,  2.92it/s]
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Epoch 0: |          | 10365/? [59:06<00:00,  2.92it/s]
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Epoch 0: |          | 10368/? [59:07<00:00,  2.92it/s]
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Epoch 0: |          | 10369/? [59:08<00:00,  2.92it/s]
Epoch 0: |          | 10369/? [59:08<00:00,  2.92it/s]
Epoch 0: |          | 10370/? [59:08<00:00,  2.92it/s]
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Epoch 0: |          | 10371/? [59:08<00:00,  2.92it/s]
Epoch 0: |          | 10371/? [59:08<00:00,  2.92it/s]
Epoch 0: |          | 10372/? [59:09<00:00,  2.92it/s]
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Epoch 0: |          | 10373/? [59:09<00:00,  2.92it/s]
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Epoch 0: |          | 10374/? [59:09<00:00,  2.92it/s]
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Epoch 0: |          | 10375/? [59:10<00:00,  2.92it/s]
Epoch 0: |          | 10375/? [59:10<00:00,  2.92it/s]
Epoch 0: |          | 10376/? [59:10<00:00,  2.92it/s]
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Epoch 0: |          | 10377/? [59:10<00:00,  2.92it/s]
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Epoch 0: |          | 10378/? [59:11<00:00,  2.92it/s]
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Epoch 0: |          | 10379/? [59:11<00:00,  2.92it/s]
Epoch 0: |          | 10379/? [59:11<00:00,  2.92it/s]
Epoch 0: |          | 10380/? [59:11<00:00,  2.92it/s]
Epoch 0: |          | 10380/? [59:11<00:00,  2.92it/s]
Epoch 0: |          | 10381/? [59:12<00:00,  2.92it/s]
Epoch 0: |          | 10381/? [59:12<00:00,  2.92it/s]
Epoch 0: |          | 10382/? [59:12<00:00,  2.92it/s]
Epoch 0: |          | 10382/? [59:12<00:00,  2.92it/s]
Epoch 0: |          | 10383/? [59:12<00:00,  2.92it/s]
Epoch 0: |          | 10383/? [59:12<00:00,  2.92it/s]
Epoch 0: |          | 10384/? [59:13<00:00,  2.92it/s]
Epoch 0: |          | 10384/? [59:13<00:00,  2.92it/s]
Epoch 0: |          | 10385/? [59:13<00:00,  2.92it/s]
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Epoch 0: |          | 10386/? [59:13<00:00,  2.92it/s]
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Epoch 0: |          | 10387/? [59:14<00:00,  2.92it/s]
Epoch 0: |          | 10387/? [59:14<00:00,  2.92it/s]
Epoch 0: |          | 10388/? [59:14<00:00,  2.92it/s]
Epoch 0: |          | 10388/? [59:14<00:00,  2.92it/s]
Epoch 0: |          | 10389/? [59:14<00:00,  2.92it/s]
Epoch 0: |          | 10389/? [59:14<00:00,  2.92it/s]
Epoch 0: |          | 10390/? [59:15<00:00,  2.92it/s]
Epoch 0: |          | 10390/? [59:15<00:00,  2.92it/s]
Epoch 0: |          | 10391/? [59:15<00:00,  2.92it/s]
Epoch 0: |          | 10391/? [59:15<00:00,  2.92it/s]
Epoch 0: |          | 10392/? [59:15<00:00,  2.92it/s]
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Epoch 0: |          | 10393/? [59:16<00:00,  2.92it/s]
Epoch 0: |          | 10393/? [59:16<00:00,  2.92it/s]
Epoch 0: |          | 10394/? [59:16<00:00,  2.92it/s]
Epoch 0: |          | 10394/? [59:16<00:00,  2.92it/s]
Epoch 0: |          | 10395/? [59:16<00:00,  2.92it/s]
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Epoch 0: |          | 10396/? [59:17<00:00,  2.92it/s]
Epoch 0: |          | 10396/? [59:17<00:00,  2.92it/s]
Epoch 0: |          | 10397/? [59:17<00:00,  2.92it/s]
Epoch 0: |          | 10397/? [59:17<00:00,  2.92it/s]
Epoch 0: |          | 10398/? [59:17<00:00,  2.92it/s]
Epoch 0: |          | 10398/? [59:17<00:00,  2.92it/s]
Epoch 0: |          | 10399/? [59:18<00:00,  2.92it/s]
Epoch 0: |          | 10399/? [59:18<00:00,  2.92it/s]
Epoch 0: |          | 10400/? [59:18<00:00,  2.92it/s]
Epoch 0: |          | 10400/? [59:18<00:00,  2.92it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.51it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.12it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.78it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.47it/s]

Epoch 0: |          | 10400/? [59:18<00:00,  2.92it/s]
Epoch 0: |          | 10401/? [59:19<00:00,  2.92it/s]
Epoch 0: |          | 10401/? [59:19<00:00,  2.92it/s]
Epoch 0: |          | 10402/? [59:19<00:00,  2.92it/s]
Epoch 0: |          | 10402/? [59:19<00:00,  2.92it/s]
Epoch 0: |          | 10403/? [59:19<00:00,  2.92it/s]
Epoch 0: |          | 10403/? [59:19<00:00,  2.92it/s]
Epoch 0: |          | 10404/? [59:20<00:00,  2.92it/s]
Epoch 0: |          | 10404/? [59:20<00:00,  2.92it/s]
Epoch 0: |          | 10405/? [59:20<00:00,  2.92it/s]
Epoch 0: |          | 10405/? [59:20<00:00,  2.92it/s]
Epoch 0: |          | 10406/? [59:20<00:00,  2.92it/s]
Epoch 0: |          | 10406/? [59:20<00:00,  2.92it/s]
Epoch 0: |          | 10407/? [59:21<00:00,  2.92it/s]
Epoch 0: |          | 10407/? [59:21<00:00,  2.92it/s]
Epoch 0: |          | 10408/? [59:21<00:00,  2.92it/s]
Epoch 0: |          | 10408/? [59:21<00:00,  2.92it/s]
Epoch 0: |          | 10409/? [59:21<00:00,  2.92it/s]
Epoch 0: |          | 10409/? [59:21<00:00,  2.92it/s]
Epoch 0: |          | 10410/? [59:22<00:00,  2.92it/s]
Epoch 0: |          | 10410/? [59:22<00:00,  2.92it/s]
Epoch 0: |          | 10411/? [59:22<00:00,  2.92it/s]
Epoch 0: |          | 10411/? [59:22<00:00,  2.92it/s]
Epoch 0: |          | 10412/? [59:22<00:00,  2.92it/s]
Epoch 0: |          | 10412/? [59:22<00:00,  2.92it/s]
Epoch 0: |          | 10413/? [59:23<00:00,  2.92it/s]
Epoch 0: |          | 10413/? [59:23<00:00,  2.92it/s]
Epoch 0: |          | 10414/? [59:23<00:00,  2.92it/s]
Epoch 0: |          | 10414/? [59:23<00:00,  2.92it/s]
Epoch 0: |          | 10415/? [59:23<00:00,  2.92it/s]
Epoch 0: |          | 10415/? [59:23<00:00,  2.92it/s]
Epoch 0: |          | 10416/? [59:24<00:00,  2.92it/s]
Epoch 0: |          | 10416/? [59:24<00:00,  2.92it/s]
Epoch 0: |          | 10417/? [59:24<00:00,  2.92it/s]
Epoch 0: |          | 10417/? [59:24<00:00,  2.92it/s]
Epoch 0: |          | 10418/? [59:24<00:00,  2.92it/s]
Epoch 0: |          | 10418/? [59:24<00:00,  2.92it/s]
Epoch 0: |          | 10419/? [59:25<00:00,  2.92it/s]
Epoch 0: |          | 10419/? [59:25<00:00,  2.92it/s]
Epoch 0: |          | 10420/? [59:25<00:00,  2.92it/s]
Epoch 0: |          | 10420/? [59:25<00:00,  2.92it/s]
Epoch 0: |          | 10421/? [59:25<00:00,  2.92it/s]
Epoch 0: |          | 10421/? [59:25<00:00,  2.92it/s]
Epoch 0: |          | 10422/? [59:25<00:00,  2.92it/s]
Epoch 0: |          | 10422/? [59:25<00:00,  2.92it/s]
Epoch 0: |          | 10423/? [59:26<00:00,  2.92it/s]
Epoch 0: |          | 10423/? [59:26<00:00,  2.92it/s]
Epoch 0: |          | 10424/? [59:26<00:00,  2.92it/s]
Epoch 0: |          | 10424/? [59:26<00:00,  2.92it/s]
Epoch 0: |          | 10425/? [59:26<00:00,  2.92it/s]
Epoch 0: |          | 10425/? [59:26<00:00,  2.92it/s]
Epoch 0: |          | 10426/? [59:27<00:00,  2.92it/s]
Epoch 0: |          | 10426/? [59:27<00:00,  2.92it/s]
Epoch 0: |          | 10427/? [59:27<00:00,  2.92it/s]
Epoch 0: |          | 10427/? [59:27<00:00,  2.92it/s]
Epoch 0: |          | 10428/? [59:27<00:00,  2.92it/s]
Epoch 0: |          | 10428/? [59:27<00:00,  2.92it/s]
Epoch 0: |          | 10429/? [59:28<00:00,  2.92it/s]
Epoch 0: |          | 10429/? [59:28<00:00,  2.92it/s]
Epoch 0: |          | 10430/? [59:28<00:00,  2.92it/s]
Epoch 0: |          | 10430/? [59:28<00:00,  2.92it/s]
Epoch 0: |          | 10431/? [59:28<00:00,  2.92it/s]
Epoch 0: |          | 10431/? [59:28<00:00,  2.92it/s]
Epoch 0: |          | 10432/? [59:29<00:00,  2.92it/s]
Epoch 0: |          | 10432/? [59:29<00:00,  2.92it/s]
Epoch 0: |          | 10433/? [59:29<00:00,  2.92it/s]
Epoch 0: |          | 10433/? [59:29<00:00,  2.92it/s]
Epoch 0: |          | 10434/? [59:29<00:00,  2.92it/s]
Epoch 0: |          | 10434/? [59:29<00:00,  2.92it/s]
Epoch 0: |          | 10435/? [59:30<00:00,  2.92it/s]
Epoch 0: |          | 10435/? [59:30<00:00,  2.92it/s]
Epoch 0: |          | 10436/? [59:30<00:00,  2.92it/s]
Epoch 0: |          | 10436/? [59:30<00:00,  2.92it/s]
Epoch 0: |          | 10437/? [59:30<00:00,  2.92it/s]
Epoch 0: |          | 10437/? [59:30<00:00,  2.92it/s]
Epoch 0: |          | 10438/? [59:31<00:00,  2.92it/s]
Epoch 0: |          | 10438/? [59:31<00:00,  2.92it/s]
Epoch 0: |          | 10439/? [59:31<00:00,  2.92it/s]
Epoch 0: |          | 10439/? [59:31<00:00,  2.92it/s]
Epoch 0: |          | 10440/? [59:31<00:00,  2.92it/s]
Epoch 0: |          | 10440/? [59:31<00:00,  2.92it/s]
Epoch 0: |          | 10441/? [59:32<00:00,  2.92it/s]
Epoch 0: |          | 10441/? [59:32<00:00,  2.92it/s]
Epoch 0: |          | 10442/? [59:32<00:00,  2.92it/s]
Epoch 0: |          | 10442/? [59:32<00:00,  2.92it/s]
Epoch 0: |          | 10443/? [59:32<00:00,  2.92it/s]
Epoch 0: |          | 10443/? [59:32<00:00,  2.92it/s]
Epoch 0: |          | 10444/? [59:33<00:00,  2.92it/s]
Epoch 0: |          | 10444/? [59:33<00:00,  2.92it/s]
Epoch 0: |          | 10445/? [59:33<00:00,  2.92it/s]
Epoch 0: |          | 10445/? [59:33<00:00,  2.92it/s]
Epoch 0: |          | 10446/? [59:33<00:00,  2.92it/s]
Epoch 0: |          | 10446/? [59:33<00:00,  2.92it/s]
Epoch 0: |          | 10447/? [59:34<00:00,  2.92it/s]
Epoch 0: |          | 10447/? [59:34<00:00,  2.92it/s]
Epoch 0: |          | 10448/? [59:34<00:00,  2.92it/s]
Epoch 0: |          | 10448/? [59:34<00:00,  2.92it/s]
Epoch 0: |          | 10449/? [59:34<00:00,  2.92it/s]
Epoch 0: |          | 10449/? [59:34<00:00,  2.92it/s]
Epoch 0: |          | 10450/? [59:35<00:00,  2.92it/s]
Epoch 0: |          | 10450/? [59:35<00:00,  2.92it/s]
Epoch 0: |          | 10451/? [59:35<00:00,  2.92it/s]
Epoch 0: |          | 10451/? [59:35<00:00,  2.92it/s]
Epoch 0: |          | 10452/? [59:36<00:00,  2.92it/s]
Epoch 0: |          | 10452/? [59:36<00:00,  2.92it/s]
Epoch 0: |          | 10453/? [59:36<00:00,  2.92it/s]
Epoch 0: |          | 10453/? [59:36<00:00,  2.92it/s]
Epoch 0: |          | 10454/? [59:36<00:00,  2.92it/s]
Epoch 0: |          | 10454/? [59:36<00:00,  2.92it/s]
Epoch 0: |          | 10455/? [59:37<00:00,  2.92it/s]
Epoch 0: |          | 10455/? [59:37<00:00,  2.92it/s]
Epoch 0: |          | 10456/? [59:37<00:00,  2.92it/s]
Epoch 0: |          | 10456/? [59:37<00:00,  2.92it/s]
Epoch 0: |          | 10457/? [59:37<00:00,  2.92it/s]
Epoch 0: |          | 10457/? [59:37<00:00,  2.92it/s]
Epoch 0: |          | 10458/? [59:38<00:00,  2.92it/s]
Epoch 0: |          | 10458/? [59:38<00:00,  2.92it/s]
Epoch 0: |          | 10459/? [59:38<00:00,  2.92it/s]
Epoch 0: |          | 10459/? [59:38<00:00,  2.92it/s]
Epoch 0: |          | 10460/? [59:38<00:00,  2.92it/s]
Epoch 0: |          | 10460/? [59:38<00:00,  2.92it/s]
Epoch 0: |          | 10461/? [59:38<00:00,  2.92it/s]
Epoch 0: |          | 10461/? [59:38<00:00,  2.92it/s]
Epoch 0: |          | 10462/? [59:39<00:00,  2.92it/s]
Epoch 0: |          | 10462/? [59:39<00:00,  2.92it/s]
Epoch 0: |          | 10463/? [59:39<00:00,  2.92it/s]
Epoch 0: |          | 10463/? [59:39<00:00,  2.92it/s]
Epoch 0: |          | 10464/? [59:39<00:00,  2.92it/s]
Epoch 0: |          | 10464/? [59:39<00:00,  2.92it/s]
Epoch 0: |          | 10465/? [59:40<00:00,  2.92it/s]
Epoch 0: |          | 10465/? [59:40<00:00,  2.92it/s]
Epoch 0: |          | 10466/? [59:40<00:00,  2.92it/s]
Epoch 0: |          | 10466/? [59:40<00:00,  2.92it/s]
Epoch 0: |          | 10467/? [59:40<00:00,  2.92it/s]
Epoch 0: |          | 10467/? [59:40<00:00,  2.92it/s]
Epoch 0: |          | 10468/? [59:41<00:00,  2.92it/s]
Epoch 0: |          | 10468/? [59:41<00:00,  2.92it/s]
Epoch 0: |          | 10469/? [59:41<00:00,  2.92it/s]
Epoch 0: |          | 10469/? [59:41<00:00,  2.92it/s]
Epoch 0: |          | 10470/? [59:41<00:00,  2.92it/s]
Epoch 0: |          | 10470/? [59:41<00:00,  2.92it/s]
Epoch 0: |          | 10471/? [59:42<00:00,  2.92it/s]
Epoch 0: |          | 10471/? [59:42<00:00,  2.92it/s]
Epoch 0: |          | 10472/? [59:42<00:00,  2.92it/s]
Epoch 0: |          | 10472/? [59:42<00:00,  2.92it/s]
Epoch 0: |          | 10473/? [59:42<00:00,  2.92it/s]
Epoch 0: |          | 10473/? [59:42<00:00,  2.92it/s]
Epoch 0: |          | 10474/? [59:43<00:00,  2.92it/s]
Epoch 0: |          | 10474/? [59:43<00:00,  2.92it/s]
Epoch 0: |          | 10475/? [59:43<00:00,  2.92it/s]
Epoch 0: |          | 10475/? [59:43<00:00,  2.92it/s]
Epoch 0: |          | 10476/? [59:43<00:00,  2.92it/s]
Epoch 0: |          | 10476/? [59:43<00:00,  2.92it/s]
Epoch 0: |          | 10477/? [59:44<00:00,  2.92it/s]
Epoch 0: |          | 10477/? [59:44<00:00,  2.92it/s]
Epoch 0: |          | 10478/? [59:44<00:00,  2.92it/s]
Epoch 0: |          | 10478/? [59:44<00:00,  2.92it/s]
Epoch 0: |          | 10479/? [59:45<00:00,  2.92it/s]
Epoch 0: |          | 10479/? [59:45<00:00,  2.92it/s]
Epoch 0: |          | 10480/? [59:45<00:00,  2.92it/s]
Epoch 0: |          | 10480/? [59:45<00:00,  2.92it/s]
Epoch 0: |          | 10481/? [59:45<00:00,  2.92it/s]
Epoch 0: |          | 10481/? [59:45<00:00,  2.92it/s]
Epoch 0: |          | 10482/? [59:46<00:00,  2.92it/s]
Epoch 0: |          | 10482/? [59:46<00:00,  2.92it/s]
Epoch 0: |          | 10483/? [59:46<00:00,  2.92it/s]
Epoch 0: |          | 10483/? [59:46<00:00,  2.92it/s]
Epoch 0: |          | 10484/? [59:46<00:00,  2.92it/s]
Epoch 0: |          | 10484/? [59:46<00:00,  2.92it/s]
Epoch 0: |          | 10485/? [59:47<00:00,  2.92it/s]
Epoch 0: |          | 10485/? [59:47<00:00,  2.92it/s]
Epoch 0: |          | 10486/? [59:47<00:00,  2.92it/s]
Epoch 0: |          | 10486/? [59:47<00:00,  2.92it/s]
Epoch 0: |          | 10487/? [59:47<00:00,  2.92it/s]
Epoch 0: |          | 10487/? [59:47<00:00,  2.92it/s]
Epoch 0: |          | 10488/? [59:48<00:00,  2.92it/s]
Epoch 0: |          | 10488/? [59:48<00:00,  2.92it/s]
Epoch 0: |          | 10489/? [59:48<00:00,  2.92it/s]
Epoch 0: |          | 10489/? [59:48<00:00,  2.92it/s]
Epoch 0: |          | 10490/? [59:48<00:00,  2.92it/s]
Epoch 0: |          | 10490/? [59:48<00:00,  2.92it/s]
Epoch 0: |          | 10491/? [59:49<00:00,  2.92it/s]
Epoch 0: |          | 10491/? [59:49<00:00,  2.92it/s]
Epoch 0: |          | 10492/? [59:49<00:00,  2.92it/s]
Epoch 0: |          | 10492/? [59:49<00:00,  2.92it/s]
Epoch 0: |          | 10493/? [59:49<00:00,  2.92it/s]
Epoch 0: |          | 10493/? [59:49<00:00,  2.92it/s]
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Epoch 0: |          | 10510/? [59:55<00:00,  2.92it/s]
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Epoch 0: |          | 10511/? [59:55<00:00,  2.92it/s]
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Epoch 0: |          | 10512/? [59:56<00:00,  2.92it/s]
Epoch 0: |          | 10512/? [59:56<00:00,  2.92it/s]
Epoch 0: |          | 10513/? [59:56<00:00,  2.92it/s]
Epoch 0: |          | 10513/? [59:56<00:00,  2.92it/s]
Epoch 0: |          | 10514/? [59:56<00:00,  2.92it/s]
Epoch 0: |          | 10514/? [59:56<00:00,  2.92it/s]
Epoch 0: |          | 10515/? [59:56<00:00,  2.92it/s]
Epoch 0: |          | 10515/? [59:56<00:00,  2.92it/s]
Epoch 0: |          | 10516/? [59:57<00:00,  2.92it/s]
Epoch 0: |          | 10516/? [59:57<00:00,  2.92it/s]
Epoch 0: |          | 10517/? [59:57<00:00,  2.92it/s]
Epoch 0: |          | 10517/? [59:57<00:00,  2.92it/s]
Epoch 0: |          | 10518/? [59:57<00:00,  2.92it/s]
Epoch 0: |          | 10518/? [59:57<00:00,  2.92it/s]
Epoch 0: |          | 10519/? [59:58<00:00,  2.92it/s]
Epoch 0: |          | 10519/? [59:58<00:00,  2.92it/s]
Epoch 0: |          | 10520/? [59:58<00:00,  2.92it/s]
Epoch 0: |          | 10520/? [59:58<00:00,  2.92it/s]
Epoch 0: |          | 10521/? [59:58<00:00,  2.92it/s]
Epoch 0: |          | 10521/? [59:58<00:00,  2.92it/s]
Epoch 0: |          | 10522/? [59:59<00:00,  2.92it/s]
Epoch 0: |          | 10522/? [59:59<00:00,  2.92it/s]
Epoch 0: |          | 10523/? [59:59<00:00,  2.92it/s]
Epoch 0: |          | 10523/? [59:59<00:00,  2.92it/s]
Epoch 0: |          | 10524/? [59:59<00:00,  2.92it/s]
Epoch 0: |          | 10524/? [59:59<00:00,  2.92it/s]
Epoch 0: |          | 10525/? [1:00:00<00:00,  2.92it/s]
Epoch 0: |          | 10525/? [1:00:00<00:00,  2.92it/s]
Epoch 0: |          | 10526/? [1:00:00<00:00,  2.92it/s]
Epoch 0: |          | 10526/? [1:00:00<00:00,  2.92it/s]
Epoch 0: |          | 10527/? [1:00:00<00:00,  2.92it/s]
Epoch 0: |          | 10527/? [1:00:00<00:00,  2.92it/s]
Epoch 0: |          | 10528/? [1:00:01<00:00,  2.92it/s]
Epoch 0: |          | 10528/? [1:00:01<00:00,  2.92it/s]
Epoch 0: |          | 10529/? [1:00:01<00:00,  2.92it/s]
Epoch 0: |          | 10529/? [1:00:01<00:00,  2.92it/s]
Epoch 0: |          | 10530/? [1:00:01<00:00,  2.92it/s]
Epoch 0: |          | 10530/? [1:00:01<00:00,  2.92it/s]
Epoch 0: |          | 10531/? [1:00:02<00:00,  2.92it/s]
Epoch 0: |          | 10531/? [1:00:02<00:00,  2.92it/s]
Epoch 0: |          | 10532/? [1:00:02<00:00,  2.92it/s]
Epoch 0: |          | 10532/? [1:00:02<00:00,  2.92it/s]
Epoch 0: |          | 10533/? [1:00:02<00:00,  2.92it/s]
Epoch 0: |          | 10533/? [1:00:02<00:00,  2.92it/s]
Epoch 0: |          | 10534/? [1:00:03<00:00,  2.92it/s]
Epoch 0: |          | 10534/? [1:00:03<00:00,  2.92it/s]
Epoch 0: |          | 10535/? [1:00:03<00:00,  2.92it/s]
Epoch 0: |          | 10535/? [1:00:03<00:00,  2.92it/s]
Epoch 0: |          | 10536/? [1:00:03<00:00,  2.92it/s]
Epoch 0: |          | 10536/? [1:00:03<00:00,  2.92it/s]
Epoch 0: |          | 10537/? [1:00:04<00:00,  2.92it/s]
Epoch 0: |          | 10537/? [1:00:04<00:00,  2.92it/s]
Epoch 0: |          | 10538/? [1:00:04<00:00,  2.92it/s]
Epoch 0: |          | 10538/? [1:00:04<00:00,  2.92it/s]
Epoch 0: |          | 10539/? [1:00:04<00:00,  2.92it/s]
Epoch 0: |          | 10539/? [1:00:04<00:00,  2.92it/s]
Epoch 0: |          | 10540/? [1:00:05<00:00,  2.92it/s]
Epoch 0: |          | 10540/? [1:00:05<00:00,  2.92it/s]
Epoch 0: |          | 10541/? [1:00:05<00:00,  2.92it/s]
Epoch 0: |          | 10541/? [1:00:05<00:00,  2.92it/s]
Epoch 0: |          | 10542/? [1:00:05<00:00,  2.92it/s]
Epoch 0: |          | 10542/? [1:00:05<00:00,  2.92it/s]
Epoch 0: |          | 10543/? [1:00:06<00:00,  2.92it/s]
Epoch 0: |          | 10543/? [1:00:06<00:00,  2.92it/s]
Epoch 0: |          | 10544/? [1:00:06<00:00,  2.92it/s]
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Epoch 0: |          | 10545/? [1:00:06<00:00,  2.92it/s]
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Epoch 0: |          | 10546/? [1:00:07<00:00,  2.92it/s]
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Epoch 0: |          | 10547/? [1:00:07<00:00,  2.92it/s]
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Epoch 0: |          | 10548/? [1:00:07<00:00,  2.92it/s]
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Epoch 0: |          | 10549/? [1:00:08<00:00,  2.92it/s]
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Epoch 0: |          | 10550/? [1:00:08<00:00,  2.92it/s]
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Epoch 0: |          | 10551/? [1:00:08<00:00,  2.92it/s]
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Epoch 0: |          | 10552/? [1:00:09<00:00,  2.92it/s]
Epoch 0: |          | 10552/? [1:00:09<00:00,  2.92it/s]
Epoch 0: |          | 10553/? [1:00:09<00:00,  2.92it/s]
Epoch 0: |          | 10553/? [1:00:09<00:00,  2.92it/s]
Epoch 0: |          | 10554/? [1:00:09<00:00,  2.92it/s]
Epoch 0: |          | 10554/? [1:00:09<00:00,  2.92it/s]
Epoch 0: |          | 10555/? [1:00:10<00:00,  2.92it/s]
Epoch 0: |          | 10555/? [1:00:10<00:00,  2.92it/s]
Epoch 0: |          | 10556/? [1:00:10<00:00,  2.92it/s]
Epoch 0: |          | 10556/? [1:00:10<00:00,  2.92it/s]
Epoch 0: |          | 10557/? [1:00:10<00:00,  2.92it/s]
Epoch 0: |          | 10557/? [1:00:10<00:00,  2.92it/s]
Epoch 0: |          | 10558/? [1:00:11<00:00,  2.92it/s]
Epoch 0: |          | 10558/? [1:00:11<00:00,  2.92it/s]
Epoch 0: |          | 10559/? [1:00:11<00:00,  2.92it/s]
Epoch 0: |          | 10559/? [1:00:11<00:00,  2.92it/s]
Epoch 0: |          | 10560/? [1:00:11<00:00,  2.92it/s]
Epoch 0: |          | 10560/? [1:00:11<00:00,  2.92it/s]
Epoch 0: |          | 10561/? [1:00:12<00:00,  2.92it/s]
Epoch 0: |          | 10561/? [1:00:12<00:00,  2.92it/s]
Epoch 0: |          | 10562/? [1:00:12<00:00,  2.92it/s]
Epoch 0: |          | 10562/? [1:00:12<00:00,  2.92it/s]
Epoch 0: |          | 10563/? [1:00:12<00:00,  2.92it/s]
Epoch 0: |          | 10563/? [1:00:12<00:00,  2.92it/s]
Epoch 0: |          | 10564/? [1:00:13<00:00,  2.92it/s]
Epoch 0: |          | 10564/? [1:00:13<00:00,  2.92it/s]
Epoch 0: |          | 10565/? [1:00:13<00:00,  2.92it/s]
Epoch 0: |          | 10565/? [1:00:13<00:00,  2.92it/s]
Epoch 0: |          | 10566/? [1:00:13<00:00,  2.92it/s]
Epoch 0: |          | 10566/? [1:00:13<00:00,  2.92it/s]
Epoch 0: |          | 10567/? [1:00:14<00:00,  2.92it/s]
Epoch 0: |          | 10567/? [1:00:14<00:00,  2.92it/s]
Epoch 0: |          | 10568/? [1:00:14<00:00,  2.92it/s]
Epoch 0: |          | 10568/? [1:00:14<00:00,  2.92it/s]
Epoch 0: |          | 10569/? [1:00:14<00:00,  2.92it/s]
Epoch 0: |          | 10569/? [1:00:14<00:00,  2.92it/s]
Epoch 0: |          | 10570/? [1:00:15<00:00,  2.92it/s]
Epoch 0: |          | 10570/? [1:00:15<00:00,  2.92it/s]
Epoch 0: |          | 10571/? [1:00:15<00:00,  2.92it/s]
Epoch 0: |          | 10571/? [1:00:15<00:00,  2.92it/s]
Epoch 0: |          | 10572/? [1:00:15<00:00,  2.92it/s]
Epoch 0: |          | 10572/? [1:00:15<00:00,  2.92it/s]
Epoch 0: |          | 10573/? [1:00:16<00:00,  2.92it/s]
Epoch 0: |          | 10573/? [1:00:16<00:00,  2.92it/s]
Epoch 0: |          | 10574/? [1:00:16<00:00,  2.92it/s]
Epoch 0: |          | 10574/? [1:00:16<00:00,  2.92it/s]
Epoch 0: |          | 10575/? [1:00:16<00:00,  2.92it/s]
Epoch 0: |          | 10575/? [1:00:16<00:00,  2.92it/s]
Epoch 0: |          | 10576/? [1:00:17<00:00,  2.92it/s]
Epoch 0: |          | 10576/? [1:00:17<00:00,  2.92it/s]
Epoch 0: |          | 10577/? [1:00:17<00:00,  2.92it/s]
Epoch 0: |          | 10577/? [1:00:17<00:00,  2.92it/s]
Epoch 0: |          | 10578/? [1:00:17<00:00,  2.92it/s]
Epoch 0: |          | 10578/? [1:00:17<00:00,  2.92it/s]
Epoch 0: |          | 10579/? [1:00:18<00:00,  2.92it/s]
Epoch 0: |          | 10579/? [1:00:18<00:00,  2.92it/s]
Epoch 0: |          | 10580/? [1:00:18<00:00,  2.92it/s]
Epoch 0: |          | 10580/? [1:00:18<00:00,  2.92it/s]
Epoch 0: |          | 10581/? [1:00:18<00:00,  2.92it/s]
Epoch 0: |          | 10581/? [1:00:18<00:00,  2.92it/s]
Epoch 0: |          | 10582/? [1:00:19<00:00,  2.92it/s]
Epoch 0: |          | 10582/? [1:00:19<00:00,  2.92it/s]
Epoch 0: |          | 10583/? [1:00:19<00:00,  2.92it/s]
Epoch 0: |          | 10583/? [1:00:19<00:00,  2.92it/s]
Epoch 0: |          | 10584/? [1:00:19<00:00,  2.92it/s]
Epoch 0: |          | 10584/? [1:00:19<00:00,  2.92it/s]
Epoch 0: |          | 10585/? [1:00:20<00:00,  2.92it/s]
Epoch 0: |          | 10585/? [1:00:20<00:00,  2.92it/s]
Epoch 0: |          | 10586/? [1:00:20<00:00,  2.92it/s]
Epoch 0: |          | 10586/? [1:00:20<00:00,  2.92it/s]
Epoch 0: |          | 10587/? [1:00:20<00:00,  2.92it/s]
Epoch 0: |          | 10587/? [1:00:20<00:00,  2.92it/s]
Epoch 0: |          | 10588/? [1:00:21<00:00,  2.92it/s]
Epoch 0: |          | 10588/? [1:00:21<00:00,  2.92it/s]
Epoch 0: |          | 10589/? [1:00:21<00:00,  2.92it/s]
Epoch 0: |          | 10589/? [1:00:21<00:00,  2.92it/s]
Epoch 0: |          | 10590/? [1:00:21<00:00,  2.92it/s]
Epoch 0: |          | 10590/? [1:00:21<00:00,  2.92it/s]
Epoch 0: |          | 10591/? [1:00:22<00:00,  2.92it/s]
Epoch 0: |          | 10591/? [1:00:22<00:00,  2.92it/s]
Epoch 0: |          | 10592/? [1:00:22<00:00,  2.92it/s]
Epoch 0: |          | 10592/? [1:00:22<00:00,  2.92it/s]
Epoch 0: |          | 10593/? [1:00:22<00:00,  2.92it/s]
Epoch 0: |          | 10593/? [1:00:22<00:00,  2.92it/s]
Epoch 0: |          | 10594/? [1:00:23<00:00,  2.92it/s]
Epoch 0: |          | 10594/? [1:00:23<00:00,  2.92it/s]
Epoch 0: |          | 10595/? [1:00:23<00:00,  2.92it/s]
Epoch 0: |          | 10595/? [1:00:23<00:00,  2.92it/s]
Epoch 0: |          | 10596/? [1:00:23<00:00,  2.92it/s]
Epoch 0: |          | 10596/? [1:00:23<00:00,  2.92it/s]
Epoch 0: |          | 10597/? [1:00:24<00:00,  2.92it/s]
Epoch 0: |          | 10597/? [1:00:24<00:00,  2.92it/s]
Epoch 0: |          | 10598/? [1:00:24<00:00,  2.92it/s]
Epoch 0: |          | 10598/? [1:00:24<00:00,  2.92it/s]
Epoch 0: |          | 10599/? [1:00:24<00:00,  2.92it/s]
Epoch 0: |          | 10599/? [1:00:24<00:00,  2.92it/s]
Epoch 0: |          | 10600/? [1:00:25<00:00,  2.92it/s]
Epoch 0: |          | 10600/? [1:00:25<00:00,  2.92it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.95it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.91it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.82it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.30it/s]

Epoch 0: |          | 10600/? [1:00:25<00:00,  2.92it/s]
Epoch 0: |          | 10601/? [1:00:25<00:00,  2.92it/s]
Epoch 0: |          | 10601/? [1:00:25<00:00,  2.92it/s]
Epoch 0: |          | 10602/? [1:00:26<00:00,  2.92it/s]
Epoch 0: |          | 10602/? [1:00:26<00:00,  2.92it/s]
Epoch 0: |          | 10603/? [1:00:26<00:00,  2.92it/s]
Epoch 0: |          | 10603/? [1:00:26<00:00,  2.92it/s]
Epoch 0: |          | 10604/? [1:00:26<00:00,  2.92it/s]
Epoch 0: |          | 10604/? [1:00:26<00:00,  2.92it/s]
Epoch 0: |          | 10605/? [1:00:27<00:00,  2.92it/s]
Epoch 0: |          | 10605/? [1:00:27<00:00,  2.92it/s]
Epoch 0: |          | 10606/? [1:00:27<00:00,  2.92it/s]
Epoch 0: |          | 10606/? [1:00:27<00:00,  2.92it/s]
Epoch 0: |          | 10607/? [1:00:27<00:00,  2.92it/s]
Epoch 0: |          | 10607/? [1:00:27<00:00,  2.92it/s]
Epoch 0: |          | 10608/? [1:00:28<00:00,  2.92it/s]
Epoch 0: |          | 10608/? [1:00:28<00:00,  2.92it/s]
Epoch 0: |          | 10609/? [1:00:28<00:00,  2.92it/s]
Epoch 0: |          | 10609/? [1:00:28<00:00,  2.92it/s]
Epoch 0: |          | 10610/? [1:00:28<00:00,  2.92it/s]
Epoch 0: |          | 10610/? [1:00:28<00:00,  2.92it/s]
Epoch 0: |          | 10611/? [1:00:29<00:00,  2.92it/s]
Epoch 0: |          | 10611/? [1:00:29<00:00,  2.92it/s]
Epoch 0: |          | 10612/? [1:00:29<00:00,  2.92it/s]
Epoch 0: |          | 10612/? [1:00:29<00:00,  2.92it/s]
Epoch 0: |          | 10613/? [1:00:29<00:00,  2.92it/s]
Epoch 0: |          | 10613/? [1:00:29<00:00,  2.92it/s]
Epoch 0: |          | 10614/? [1:00:30<00:00,  2.92it/s]
Epoch 0: |          | 10614/? [1:00:30<00:00,  2.92it/s]
Epoch 0: |          | 10615/? [1:00:30<00:00,  2.92it/s]
Epoch 0: |          | 10615/? [1:00:30<00:00,  2.92it/s]
Epoch 0: |          | 10616/? [1:00:30<00:00,  2.92it/s]
Epoch 0: |          | 10616/? [1:00:30<00:00,  2.92it/s]
Epoch 0: |          | 10617/? [1:00:31<00:00,  2.92it/s]
Epoch 0: |          | 10617/? [1:00:31<00:00,  2.92it/s]
Epoch 0: |          | 10618/? [1:00:31<00:00,  2.92it/s]
Epoch 0: |          | 10618/? [1:00:31<00:00,  2.92it/s]
Epoch 0: |          | 10619/? [1:00:31<00:00,  2.92it/s]
Epoch 0: |          | 10619/? [1:00:31<00:00,  2.92it/s]
Epoch 0: |          | 10620/? [1:00:32<00:00,  2.92it/s]
Epoch 0: |          | 10620/? [1:00:32<00:00,  2.92it/s]
Epoch 0: |          | 10621/? [1:00:32<00:00,  2.92it/s]
Epoch 0: |          | 10621/? [1:00:32<00:00,  2.92it/s]
Epoch 0: |          | 10622/? [1:00:32<00:00,  2.92it/s]
Epoch 0: |          | 10622/? [1:00:32<00:00,  2.92it/s]
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Epoch 0: |          | 10687/? [1:00:54<00:00,  2.92it/s]
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Epoch 0: |          | 10688/? [1:00:54<00:00,  2.92it/s]
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Epoch 0: |          | 10690/? [1:00:55<00:00,  2.92it/s]
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Epoch 0: |          | 10691/? [1:00:55<00:00,  2.92it/s]
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Epoch 0: |          | 10692/? [1:00:55<00:00,  2.92it/s]
Epoch 0: |          | 10692/? [1:00:55<00:00,  2.92it/s]
Epoch 0: |          | 10693/? [1:00:56<00:00,  2.92it/s]
Epoch 0: |          | 10693/? [1:00:56<00:00,  2.92it/s]
Epoch 0: |          | 10694/? [1:00:56<00:00,  2.92it/s]
Epoch 0: |          | 10694/? [1:00:56<00:00,  2.92it/s]
Epoch 0: |          | 10695/? [1:00:56<00:00,  2.92it/s]
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Epoch 0: |          | 10696/? [1:00:57<00:00,  2.92it/s]
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Epoch 0: |          | 10699/? [1:00:58<00:00,  2.92it/s]
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Epoch 0: |          | 10700/? [1:00:58<00:00,  2.92it/s]
Epoch 0: |          | 10700/? [1:00:58<00:00,  2.92it/s]
Epoch 0: |          | 10701/? [1:00:58<00:00,  2.92it/s]
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Epoch 0: |          | 10702/? [1:00:59<00:00,  2.92it/s]
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Epoch 0: |          | 10703/? [1:00:59<00:00,  2.92it/s]
Epoch 0: |          | 10703/? [1:00:59<00:00,  2.92it/s]
Epoch 0: |          | 10704/? [1:00:59<00:00,  2.92it/s]
Epoch 0: |          | 10704/? [1:00:59<00:00,  2.92it/s]
Epoch 0: |          | 10705/? [1:01:00<00:00,  2.92it/s]
Epoch 0: |          | 10705/? [1:01:00<00:00,  2.92it/s]
Epoch 0: |          | 10706/? [1:01:00<00:00,  2.92it/s]
Epoch 0: |          | 10706/? [1:01:00<00:00,  2.92it/s]
Epoch 0: |          | 10707/? [1:01:00<00:00,  2.92it/s]
Epoch 0: |          | 10707/? [1:01:00<00:00,  2.92it/s]
Epoch 0: |          | 10708/? [1:01:01<00:00,  2.92it/s]
Epoch 0: |          | 10708/? [1:01:01<00:00,  2.92it/s]
Epoch 0: |          | 10709/? [1:01:01<00:00,  2.92it/s]
Epoch 0: |          | 10709/? [1:01:01<00:00,  2.92it/s]
Epoch 0: |          | 10710/? [1:01:01<00:00,  2.92it/s]
Epoch 0: |          | 10710/? [1:01:01<00:00,  2.92it/s]
Epoch 0: |          | 10711/? [1:01:02<00:00,  2.92it/s]
Epoch 0: |          | 10711/? [1:01:02<00:00,  2.92it/s]
Epoch 0: |          | 10712/? [1:01:02<00:00,  2.92it/s]
Epoch 0: |          | 10712/? [1:01:02<00:00,  2.92it/s]
Epoch 0: |          | 10713/? [1:01:02<00:00,  2.92it/s]
Epoch 0: |          | 10713/? [1:01:02<00:00,  2.92it/s]
Epoch 0: |          | 10714/? [1:01:03<00:00,  2.92it/s]
Epoch 0: |          | 10714/? [1:01:03<00:00,  2.92it/s]
Epoch 0: |          | 10715/? [1:01:03<00:00,  2.92it/s]
Epoch 0: |          | 10715/? [1:01:03<00:00,  2.92it/s]
Epoch 0: |          | 10716/? [1:01:03<00:00,  2.92it/s]
Epoch 0: |          | 10716/? [1:01:03<00:00,  2.92it/s]
Epoch 0: |          | 10717/? [1:01:04<00:00,  2.92it/s]
Epoch 0: |          | 10717/? [1:01:04<00:00,  2.92it/s]
Epoch 0: |          | 10718/? [1:01:04<00:00,  2.92it/s]
Epoch 0: |          | 10718/? [1:01:04<00:00,  2.92it/s]
Epoch 0: |          | 10719/? [1:01:04<00:00,  2.92it/s]
Epoch 0: |          | 10719/? [1:01:04<00:00,  2.92it/s]
Epoch 0: |          | 10720/? [1:01:05<00:00,  2.92it/s]
Epoch 0: |          | 10720/? [1:01:05<00:00,  2.92it/s]
Epoch 0: |          | 10721/? [1:01:05<00:00,  2.92it/s]
Epoch 0: |          | 10721/? [1:01:05<00:00,  2.92it/s]
Epoch 0: |          | 10722/? [1:01:05<00:00,  2.92it/s]
Epoch 0: |          | 10722/? [1:01:05<00:00,  2.92it/s]
Epoch 0: |          | 10723/? [1:01:06<00:00,  2.92it/s]
Epoch 0: |          | 10723/? [1:01:06<00:00,  2.92it/s]
Epoch 0: |          | 10724/? [1:01:06<00:00,  2.92it/s]
Epoch 0: |          | 10724/? [1:01:06<00:00,  2.92it/s]
Epoch 0: |          | 10725/? [1:01:06<00:00,  2.92it/s]
Epoch 0: |          | 10725/? [1:01:06<00:00,  2.92it/s]
Epoch 0: |          | 10726/? [1:01:07<00:00,  2.92it/s]
Epoch 0: |          | 10726/? [1:01:07<00:00,  2.92it/s]
Epoch 0: |          | 10727/? [1:01:07<00:00,  2.92it/s]
Epoch 0: |          | 10727/? [1:01:07<00:00,  2.92it/s]
Epoch 0: |          | 10728/? [1:01:07<00:00,  2.92it/s]
Epoch 0: |          | 10728/? [1:01:07<00:00,  2.92it/s]
Epoch 0: |          | 10729/? [1:01:08<00:00,  2.92it/s]
Epoch 0: |          | 10729/? [1:01:08<00:00,  2.92it/s]
Epoch 0: |          | 10730/? [1:01:08<00:00,  2.92it/s]
Epoch 0: |          | 10730/? [1:01:08<00:00,  2.92it/s]
Epoch 0: |          | 10731/? [1:01:08<00:00,  2.92it/s]
Epoch 0: |          | 10731/? [1:01:08<00:00,  2.92it/s]
Epoch 0: |          | 10732/? [1:01:09<00:00,  2.92it/s]
Epoch 0: |          | 10732/? [1:01:09<00:00,  2.92it/s]
Epoch 0: |          | 10733/? [1:01:09<00:00,  2.92it/s]
Epoch 0: |          | 10733/? [1:01:09<00:00,  2.92it/s]
Epoch 0: |          | 10734/? [1:01:09<00:00,  2.92it/s]
Epoch 0: |          | 10734/? [1:01:09<00:00,  2.92it/s]
Epoch 0: |          | 10735/? [1:01:10<00:00,  2.92it/s]
Epoch 0: |          | 10735/? [1:01:10<00:00,  2.92it/s]
Epoch 0: |          | 10736/? [1:01:10<00:00,  2.92it/s]
Epoch 0: |          | 10736/? [1:01:10<00:00,  2.92it/s]
Epoch 0: |          | 10737/? [1:01:10<00:00,  2.92it/s]
Epoch 0: |          | 10737/? [1:01:10<00:00,  2.92it/s]
Epoch 0: |          | 10738/? [1:01:11<00:00,  2.92it/s]
Epoch 0: |          | 10738/? [1:01:11<00:00,  2.92it/s]
Epoch 0: |          | 10739/? [1:01:11<00:00,  2.92it/s]
Epoch 0: |          | 10739/? [1:01:11<00:00,  2.92it/s]
Epoch 0: |          | 10740/? [1:01:11<00:00,  2.92it/s]
Epoch 0: |          | 10740/? [1:01:11<00:00,  2.92it/s]
Epoch 0: |          | 10741/? [1:01:12<00:00,  2.92it/s]
Epoch 0: |          | 10741/? [1:01:12<00:00,  2.92it/s]
Epoch 0: |          | 10742/? [1:01:12<00:00,  2.92it/s]
Epoch 0: |          | 10742/? [1:01:12<00:00,  2.92it/s]
Epoch 0: |          | 10743/? [1:01:12<00:00,  2.92it/s]
Epoch 0: |          | 10743/? [1:01:12<00:00,  2.92it/s]
Epoch 0: |          | 10744/? [1:01:13<00:00,  2.92it/s]
Epoch 0: |          | 10744/? [1:01:13<00:00,  2.92it/s]
Epoch 0: |          | 10745/? [1:01:13<00:00,  2.92it/s]
Epoch 0: |          | 10745/? [1:01:13<00:00,  2.92it/s]
Epoch 0: |          | 10746/? [1:01:13<00:00,  2.92it/s]
Epoch 0: |          | 10746/? [1:01:13<00:00,  2.92it/s]
Epoch 0: |          | 10747/? [1:01:14<00:00,  2.92it/s]
Epoch 0: |          | 10747/? [1:01:14<00:00,  2.92it/s]
Epoch 0: |          | 10748/? [1:01:14<00:00,  2.92it/s]
Epoch 0: |          | 10748/? [1:01:14<00:00,  2.92it/s]
Epoch 0: |          | 10749/? [1:01:14<00:00,  2.92it/s]
Epoch 0: |          | 10749/? [1:01:14<00:00,  2.92it/s]
Epoch 0: |          | 10750/? [1:01:15<00:00,  2.92it/s]
Epoch 0: |          | 10750/? [1:01:15<00:00,  2.92it/s]
Epoch 0: |          | 10751/? [1:01:15<00:00,  2.92it/s]
Epoch 0: |          | 10751/? [1:01:15<00:00,  2.92it/s]
Epoch 0: |          | 10752/? [1:01:15<00:00,  2.92it/s]
Epoch 0: |          | 10752/? [1:01:15<00:00,  2.92it/s]
Epoch 0: |          | 10753/? [1:01:16<00:00,  2.92it/s]
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Epoch 0: |          | 10771/? [1:01:22<00:00,  2.92it/s]
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Epoch 0: |          | 10772/? [1:01:22<00:00,  2.93it/s]
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Epoch 0: |          | 10773/? [1:01:23<00:00,  2.93it/s]
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Epoch 0: |          | 10774/? [1:01:23<00:00,  2.93it/s]
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Epoch 0: |          | 10776/? [1:01:24<00:00,  2.93it/s]
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Epoch 0: |          | 10779/? [1:01:25<00:00,  2.93it/s]
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Epoch 0: |          | 10780/? [1:01:25<00:00,  2.93it/s]
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Epoch 0: |          | 10781/? [1:01:25<00:00,  2.93it/s]
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Epoch 0: |          | 10782/? [1:01:26<00:00,  2.93it/s]
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Epoch 0: |          | 10783/? [1:01:26<00:00,  2.93it/s]
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Epoch 0: |          | 10785/? [1:01:27<00:00,  2.93it/s]
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Epoch 0: |          | 10798/? [1:01:31<00:00,  2.93it/s]
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Epoch 0: |          | 10799/? [1:01:31<00:00,  2.93it/s]
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Epoch 0: |          | 10800/? [1:01:31<00:00,  2.93it/s]
Epoch 0: |          | 10800/? [1:01:31<00:00,  2.93it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.33it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.20it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.00it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.76it/s]

Epoch 0: |          | 10800/? [1:01:32<00:00,  2.93it/s]
Epoch 0: |          | 10801/? [1:01:32<00:00,  2.93it/s]
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Epoch 0: |          | 10802/? [1:01:32<00:00,  2.93it/s]
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Epoch 0: |          | 10803/? [1:01:33<00:00,  2.93it/s]
Epoch 0: |          | 10803/? [1:01:33<00:00,  2.93it/s]
Epoch 0: |          | 10804/? [1:01:33<00:00,  2.93it/s]
Epoch 0: |          | 10804/? [1:01:33<00:00,  2.93it/s]
Epoch 0: |          | 10805/? [1:01:33<00:00,  2.93it/s]
Epoch 0: |          | 10805/? [1:01:33<00:00,  2.93it/s]
Epoch 0: |          | 10806/? [1:01:34<00:00,  2.93it/s]
Epoch 0: |          | 10806/? [1:01:34<00:00,  2.93it/s]
Epoch 0: |          | 10807/? [1:01:34<00:00,  2.93it/s]
Epoch 0: |          | 10807/? [1:01:34<00:00,  2.93it/s]
Epoch 0: |          | 10808/? [1:01:34<00:00,  2.93it/s]
Epoch 0: |          | 10808/? [1:01:34<00:00,  2.93it/s]
Epoch 0: |          | 10809/? [1:01:35<00:00,  2.93it/s]
Epoch 0: |          | 10809/? [1:01:35<00:00,  2.93it/s]
Epoch 0: |          | 10810/? [1:01:35<00:00,  2.93it/s]
Epoch 0: |          | 10810/? [1:01:35<00:00,  2.93it/s]
Epoch 0: |          | 10811/? [1:01:35<00:00,  2.93it/s]
Epoch 0: |          | 10811/? [1:01:35<00:00,  2.93it/s]
Epoch 0: |          | 10812/? [1:01:36<00:00,  2.93it/s]
Epoch 0: |          | 10812/? [1:01:36<00:00,  2.93it/s]
Epoch 0: |          | 10813/? [1:01:36<00:00,  2.93it/s]
Epoch 0: |          | 10813/? [1:01:36<00:00,  2.93it/s]
Epoch 0: |          | 10814/? [1:01:36<00:00,  2.93it/s]
Epoch 0: |          | 10814/? [1:01:36<00:00,  2.93it/s]
Epoch 0: |          | 10815/? [1:01:37<00:00,  2.93it/s]
Epoch 0: |          | 10815/? [1:01:37<00:00,  2.93it/s]
Epoch 0: |          | 10816/? [1:01:37<00:00,  2.93it/s]
Epoch 0: |          | 10816/? [1:01:37<00:00,  2.93it/s]
Epoch 0: |          | 10817/? [1:01:37<00:00,  2.93it/s]
Epoch 0: |          | 10817/? [1:01:37<00:00,  2.93it/s]
Epoch 0: |          | 10818/? [1:01:38<00:00,  2.93it/s]
Epoch 0: |          | 10818/? [1:01:38<00:00,  2.93it/s]
Epoch 0: |          | 10819/? [1:01:38<00:00,  2.93it/s]
Epoch 0: |          | 10819/? [1:01:38<00:00,  2.93it/s]
Epoch 0: |          | 10820/? [1:01:38<00:00,  2.93it/s]
Epoch 0: |          | 10820/? [1:01:38<00:00,  2.93it/s]
Epoch 0: |          | 10821/? [1:01:39<00:00,  2.93it/s]
Epoch 0: |          | 10821/? [1:01:39<00:00,  2.93it/s]
Epoch 0: |          | 10822/? [1:01:39<00:00,  2.93it/s]
Epoch 0: |          | 10822/? [1:01:39<00:00,  2.93it/s]
Epoch 0: |          | 10823/? [1:01:39<00:00,  2.93it/s]
Epoch 0: |          | 10823/? [1:01:39<00:00,  2.93it/s]
Epoch 0: |          | 10824/? [1:01:40<00:00,  2.93it/s]
Epoch 0: |          | 10824/? [1:01:40<00:00,  2.93it/s]
Epoch 0: |          | 10825/? [1:01:40<00:00,  2.93it/s]
Epoch 0: |          | 10825/? [1:01:40<00:00,  2.93it/s]
Epoch 0: |          | 10826/? [1:01:40<00:00,  2.93it/s]
Epoch 0: |          | 10826/? [1:01:40<00:00,  2.93it/s]
Epoch 0: |          | 10827/? [1:01:41<00:00,  2.93it/s]
Epoch 0: |          | 10827/? [1:01:41<00:00,  2.93it/s]
Epoch 0: |          | 10828/? [1:01:41<00:00,  2.93it/s]
Epoch 0: |          | 10828/? [1:01:41<00:00,  2.93it/s]
Epoch 0: |          | 10829/? [1:01:41<00:00,  2.93it/s]
Epoch 0: |          | 10829/? [1:01:41<00:00,  2.93it/s]
Epoch 0: |          | 10830/? [1:01:42<00:00,  2.93it/s]
Epoch 0: |          | 10830/? [1:01:42<00:00,  2.93it/s]
Epoch 0: |          | 10831/? [1:01:42<00:00,  2.93it/s]
Epoch 0: |          | 10831/? [1:01:42<00:00,  2.93it/s]
Epoch 0: |          | 10832/? [1:01:42<00:00,  2.93it/s]
Epoch 0: |          | 10832/? [1:01:42<00:00,  2.93it/s]
Epoch 0: |          | 10833/? [1:01:43<00:00,  2.93it/s]
Epoch 0: |          | 10833/? [1:01:43<00:00,  2.93it/s]
Epoch 0: |          | 10834/? [1:01:43<00:00,  2.93it/s]
Epoch 0: |          | 10834/? [1:01:43<00:00,  2.93it/s]
Epoch 0: |          | 10835/? [1:01:43<00:00,  2.93it/s]
Epoch 0: |          | 10835/? [1:01:43<00:00,  2.93it/s]
Epoch 0: |          | 10836/? [1:01:43<00:00,  2.93it/s]
Epoch 0: |          | 10836/? [1:01:43<00:00,  2.93it/s]
Epoch 0: |          | 10837/? [1:01:44<00:00,  2.93it/s]
Epoch 0: |          | 10837/? [1:01:44<00:00,  2.93it/s]
Epoch 0: |          | 10838/? [1:01:44<00:00,  2.93it/s]
Epoch 0: |          | 10838/? [1:01:44<00:00,  2.93it/s]
Epoch 0: |          | 10839/? [1:01:44<00:00,  2.93it/s]
Epoch 0: |          | 10839/? [1:01:44<00:00,  2.93it/s]
Epoch 0: |          | 10840/? [1:01:45<00:00,  2.93it/s]
Epoch 0: |          | 10840/? [1:01:45<00:00,  2.93it/s]
Epoch 0: |          | 10841/? [1:01:45<00:00,  2.93it/s]
Epoch 0: |          | 10841/? [1:01:45<00:00,  2.93it/s]
Epoch 0: |          | 10842/? [1:01:45<00:00,  2.93it/s]
Epoch 0: |          | 10842/? [1:01:45<00:00,  2.93it/s]
Epoch 0: |          | 10843/? [1:01:46<00:00,  2.93it/s]
Epoch 0: |          | 10843/? [1:01:46<00:00,  2.93it/s]
Epoch 0: |          | 10844/? [1:01:46<00:00,  2.93it/s]
Epoch 0: |          | 10844/? [1:01:46<00:00,  2.93it/s]
Epoch 0: |          | 10845/? [1:01:46<00:00,  2.93it/s]
Epoch 0: |          | 10845/? [1:01:46<00:00,  2.93it/s]
Epoch 0: |          | 10846/? [1:01:47<00:00,  2.93it/s]
Epoch 0: |          | 10846/? [1:01:47<00:00,  2.93it/s]
Epoch 0: |          | 10847/? [1:01:47<00:00,  2.93it/s]
Epoch 0: |          | 10847/? [1:01:47<00:00,  2.93it/s]
Epoch 0: |          | 10848/? [1:01:47<00:00,  2.93it/s]
Epoch 0: |          | 10848/? [1:01:47<00:00,  2.93it/s]
Epoch 0: |          | 10849/? [1:01:48<00:00,  2.93it/s]
Epoch 0: |          | 10849/? [1:01:48<00:00,  2.93it/s]
Epoch 0: |          | 10850/? [1:01:48<00:00,  2.93it/s]
Epoch 0: |          | 10850/? [1:01:48<00:00,  2.93it/s]
Epoch 0: |          | 10851/? [1:01:48<00:00,  2.93it/s]
Epoch 0: |          | 10851/? [1:01:48<00:00,  2.93it/s]
Epoch 0: |          | 10852/? [1:01:49<00:00,  2.93it/s]
Epoch 0: |          | 10852/? [1:01:49<00:00,  2.93it/s]
Epoch 0: |          | 10853/? [1:01:49<00:00,  2.93it/s]
Epoch 0: |          | 10853/? [1:01:49<00:00,  2.93it/s]
Epoch 0: |          | 10854/? [1:01:49<00:00,  2.93it/s]
Epoch 0: |          | 10854/? [1:01:49<00:00,  2.93it/s]
Epoch 0: |          | 10855/? [1:01:50<00:00,  2.93it/s]
Epoch 0: |          | 10855/? [1:01:50<00:00,  2.93it/s]
Epoch 0: |          | 10856/? [1:01:50<00:00,  2.93it/s]
Epoch 0: |          | 10856/? [1:01:50<00:00,  2.93it/s]
Epoch 0: |          | 10857/? [1:01:50<00:00,  2.93it/s]
Epoch 0: |          | 10857/? [1:01:50<00:00,  2.93it/s]
Epoch 0: |          | 10858/? [1:01:51<00:00,  2.93it/s]
Epoch 0: |          | 10858/? [1:01:51<00:00,  2.93it/s]
Epoch 0: |          | 10859/? [1:01:51<00:00,  2.93it/s]
Epoch 0: |          | 10859/? [1:01:51<00:00,  2.93it/s]
Epoch 0: |          | 10860/? [1:01:52<00:00,  2.93it/s]
Epoch 0: |          | 10860/? [1:01:52<00:00,  2.93it/s]
Epoch 0: |          | 10861/? [1:01:52<00:00,  2.93it/s]
Epoch 0: |          | 10861/? [1:01:52<00:00,  2.93it/s]
Epoch 0: |          | 10862/? [1:01:52<00:00,  2.93it/s]
Epoch 0: |          | 10862/? [1:01:52<00:00,  2.93it/s]
Epoch 0: |          | 10863/? [1:01:53<00:00,  2.93it/s]
Epoch 0: |          | 10863/? [1:01:53<00:00,  2.93it/s]
Epoch 0: |          | 10864/? [1:01:53<00:00,  2.93it/s]
Epoch 0: |          | 10864/? [1:01:53<00:00,  2.93it/s]
Epoch 0: |          | 10865/? [1:01:53<00:00,  2.93it/s]
Epoch 0: |          | 10865/? [1:01:53<00:00,  2.93it/s]
Epoch 0: |          | 10866/? [1:01:54<00:00,  2.93it/s]
Epoch 0: |          | 10866/? [1:01:54<00:00,  2.93it/s]
Epoch 0: |          | 10867/? [1:01:54<00:00,  2.93it/s]
Epoch 0: |          | 10867/? [1:01:54<00:00,  2.93it/s]
Epoch 0: |          | 10868/? [1:01:54<00:00,  2.93it/s]
Epoch 0: |          | 10868/? [1:01:54<00:00,  2.93it/s]
Epoch 0: |          | 10869/? [1:01:55<00:00,  2.93it/s]
Epoch 0: |          | 10869/? [1:01:55<00:00,  2.93it/s]
Epoch 0: |          | 10870/? [1:01:55<00:00,  2.93it/s]
Epoch 0: |          | 10870/? [1:01:55<00:00,  2.93it/s]
Epoch 0: |          | 10871/? [1:01:55<00:00,  2.93it/s]
Epoch 0: |          | 10871/? [1:01:55<00:00,  2.93it/s]
Epoch 0: |          | 10872/? [1:01:55<00:00,  2.93it/s]
Epoch 0: |          | 10872/? [1:01:55<00:00,  2.93it/s]
Epoch 0: |          | 10873/? [1:01:56<00:00,  2.93it/s]
Epoch 0: |          | 10873/? [1:01:56<00:00,  2.93it/s]
Epoch 0: |          | 10874/? [1:01:56<00:00,  2.93it/s]
Epoch 0: |          | 10874/? [1:01:56<00:00,  2.93it/s]
Epoch 0: |          | 10875/? [1:01:56<00:00,  2.93it/s]
Epoch 0: |          | 10875/? [1:01:56<00:00,  2.93it/s]
Epoch 0: |          | 10876/? [1:01:57<00:00,  2.93it/s]
Epoch 0: |          | 10876/? [1:01:57<00:00,  2.93it/s]
Epoch 0: |          | 10877/? [1:01:57<00:00,  2.93it/s]
Epoch 0: |          | 10877/? [1:01:57<00:00,  2.93it/s]
Epoch 0: |          | 10878/? [1:01:57<00:00,  2.93it/s]
Epoch 0: |          | 10878/? [1:01:57<00:00,  2.93it/s]
Epoch 0: |          | 10879/? [1:01:58<00:00,  2.93it/s]
Epoch 0: |          | 10879/? [1:01:58<00:00,  2.93it/s]
Epoch 0: |          | 10880/? [1:01:58<00:00,  2.93it/s]
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Epoch 0: |          | 10900/? [1:02:05<00:00,  2.93it/s]
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Epoch 0: |          | 10901/? [1:02:05<00:00,  2.93it/s]
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Epoch 0: |          | 10902/? [1:02:06<00:00,  2.93it/s]
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Epoch 0: |          | 10904/? [1:02:06<00:00,  2.93it/s]
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Epoch 0: |          | 10905/? [1:02:07<00:00,  2.93it/s]
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Epoch 0: |          | 10906/? [1:02:07<00:00,  2.93it/s]
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Epoch 0: |          | 10907/? [1:02:07<00:00,  2.93it/s]
Epoch 0: |          | 10907/? [1:02:07<00:00,  2.93it/s]
Epoch 0: |          | 10908/? [1:02:08<00:00,  2.93it/s]
Epoch 0: |          | 10908/? [1:02:08<00:00,  2.93it/s]
Epoch 0: |          | 10909/? [1:02:08<00:00,  2.93it/s]
Epoch 0: |          | 10909/? [1:02:08<00:00,  2.93it/s]
Epoch 0: |          | 10910/? [1:02:08<00:00,  2.93it/s]
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Epoch 0: |          | 10911/? [1:02:09<00:00,  2.93it/s]
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Epoch 0: |          | 10912/? [1:02:09<00:00,  2.93it/s]
Epoch 0: |          | 10912/? [1:02:09<00:00,  2.93it/s]
Epoch 0: |          | 10913/? [1:02:09<00:00,  2.93it/s]
Epoch 0: |          | 10913/? [1:02:09<00:00,  2.93it/s]
Epoch 0: |          | 10914/? [1:02:09<00:00,  2.93it/s]
Epoch 0: |          | 10914/? [1:02:09<00:00,  2.93it/s]
Epoch 0: |          | 10915/? [1:02:10<00:00,  2.93it/s]
Epoch 0: |          | 10915/? [1:02:10<00:00,  2.93it/s]
Epoch 0: |          | 10916/? [1:02:10<00:00,  2.93it/s]
Epoch 0: |          | 10916/? [1:02:10<00:00,  2.93it/s]
Epoch 0: |          | 10917/? [1:02:10<00:00,  2.93it/s]
Epoch 0: |          | 10917/? [1:02:10<00:00,  2.93it/s]
Epoch 0: |          | 10918/? [1:02:11<00:00,  2.93it/s]
Epoch 0: |          | 10918/? [1:02:11<00:00,  2.93it/s]
Epoch 0: |          | 10919/? [1:02:11<00:00,  2.93it/s]
Epoch 0: |          | 10919/? [1:02:11<00:00,  2.93it/s]
Epoch 0: |          | 10920/? [1:02:12<00:00,  2.93it/s]
Epoch 0: |          | 10920/? [1:02:12<00:00,  2.93it/s]
Epoch 0: |          | 10921/? [1:02:12<00:00,  2.93it/s]
Epoch 0: |          | 10921/? [1:02:12<00:00,  2.93it/s]
Epoch 0: |          | 10922/? [1:02:12<00:00,  2.93it/s]
Epoch 0: |          | 10922/? [1:02:12<00:00,  2.93it/s]
Epoch 0: |          | 10923/? [1:02:13<00:00,  2.93it/s]
Epoch 0: |          | 10923/? [1:02:13<00:00,  2.93it/s]
Epoch 0: |          | 10924/? [1:02:13<00:00,  2.93it/s]
Epoch 0: |          | 10924/? [1:02:13<00:00,  2.93it/s]
Epoch 0: |          | 10925/? [1:02:13<00:00,  2.93it/s]
Epoch 0: |          | 10925/? [1:02:13<00:00,  2.93it/s]
Epoch 0: |          | 10926/? [1:02:14<00:00,  2.93it/s]
Epoch 0: |          | 10926/? [1:02:14<00:00,  2.93it/s]
Epoch 0: |          | 10927/? [1:02:14<00:00,  2.93it/s]
Epoch 0: |          | 10927/? [1:02:14<00:00,  2.93it/s]
Epoch 0: |          | 10928/? [1:02:14<00:00,  2.93it/s]
Epoch 0: |          | 10928/? [1:02:14<00:00,  2.93it/s]
Epoch 0: |          | 10929/? [1:02:15<00:00,  2.93it/s]
Epoch 0: |          | 10929/? [1:02:15<00:00,  2.93it/s]
Epoch 0: |          | 10930/? [1:02:15<00:00,  2.93it/s]
Epoch 0: |          | 10930/? [1:02:15<00:00,  2.93it/s]
Epoch 0: |          | 10931/? [1:02:15<00:00,  2.93it/s]
Epoch 0: |          | 10931/? [1:02:15<00:00,  2.93it/s]
Epoch 0: |          | 10932/? [1:02:16<00:00,  2.93it/s]
Epoch 0: |          | 10932/? [1:02:16<00:00,  2.93it/s]
Epoch 0: |          | 10933/? [1:02:16<00:00,  2.93it/s]
Epoch 0: |          | 10933/? [1:02:16<00:00,  2.93it/s]
Epoch 0: |          | 10934/? [1:02:16<00:00,  2.93it/s]
Epoch 0: |          | 10934/? [1:02:16<00:00,  2.93it/s]
Epoch 0: |          | 10935/? [1:02:16<00:00,  2.93it/s]
Epoch 0: |          | 10935/? [1:02:16<00:00,  2.93it/s]
Epoch 0: |          | 10936/? [1:02:17<00:00,  2.93it/s]
Epoch 0: |          | 10936/? [1:02:17<00:00,  2.93it/s]
Epoch 0: |          | 10937/? [1:02:17<00:00,  2.93it/s]
Epoch 0: |          | 10937/? [1:02:17<00:00,  2.93it/s]
Epoch 0: |          | 10938/? [1:02:17<00:00,  2.93it/s]
Epoch 0: |          | 10938/? [1:02:17<00:00,  2.93it/s]
Epoch 0: |          | 10939/? [1:02:18<00:00,  2.93it/s]
Epoch 0: |          | 10939/? [1:02:18<00:00,  2.93it/s]
Epoch 0: |          | 10940/? [1:02:18<00:00,  2.93it/s]
Epoch 0: |          | 10940/? [1:02:18<00:00,  2.93it/s]
Epoch 0: |          | 10941/? [1:02:18<00:00,  2.93it/s]
Epoch 0: |          | 10941/? [1:02:18<00:00,  2.93it/s]
Epoch 0: |          | 10942/? [1:02:19<00:00,  2.93it/s]
Epoch 0: |          | 10942/? [1:02:19<00:00,  2.93it/s]
Epoch 0: |          | 10943/? [1:02:19<00:00,  2.93it/s]
Epoch 0: |          | 10943/? [1:02:19<00:00,  2.93it/s]
Epoch 0: |          | 10944/? [1:02:19<00:00,  2.93it/s]
Epoch 0: |          | 10944/? [1:02:19<00:00,  2.93it/s]
Epoch 0: |          | 10945/? [1:02:20<00:00,  2.93it/s]
Epoch 0: |          | 10945/? [1:02:20<00:00,  2.93it/s]
Epoch 0: |          | 10946/? [1:02:20<00:00,  2.93it/s]
Epoch 0: |          | 10946/? [1:02:20<00:00,  2.93it/s]
Epoch 0: |          | 10947/? [1:02:20<00:00,  2.93it/s]
Epoch 0: |          | 10947/? [1:02:20<00:00,  2.93it/s]
Epoch 0: |          | 10948/? [1:02:21<00:00,  2.93it/s]
Epoch 0: |          | 10948/? [1:02:21<00:00,  2.93it/s]
Epoch 0: |          | 10949/? [1:02:21<00:00,  2.93it/s]
Epoch 0: |          | 10949/? [1:02:21<00:00,  2.93it/s]
Epoch 0: |          | 10950/? [1:02:21<00:00,  2.93it/s]
Epoch 0: |          | 10950/? [1:02:21<00:00,  2.93it/s]
Epoch 0: |          | 10951/? [1:02:22<00:00,  2.93it/s]
Epoch 0: |          | 10951/? [1:02:22<00:00,  2.93it/s]
Epoch 0: |          | 10952/? [1:02:22<00:00,  2.93it/s]
Epoch 0: |          | 10952/? [1:02:22<00:00,  2.93it/s]
Epoch 0: |          | 10953/? [1:02:22<00:00,  2.93it/s]
Epoch 0: |          | 10953/? [1:02:22<00:00,  2.93it/s]
Epoch 0: |          | 10954/? [1:02:23<00:00,  2.93it/s]
Epoch 0: |          | 10954/? [1:02:23<00:00,  2.93it/s]
Epoch 0: |          | 10955/? [1:02:23<00:00,  2.93it/s]
Epoch 0: |          | 10955/? [1:02:23<00:00,  2.93it/s]
Epoch 0: |          | 10956/? [1:02:23<00:00,  2.93it/s]
Epoch 0: |          | 10956/? [1:02:23<00:00,  2.93it/s]
Epoch 0: |          | 10957/? [1:02:24<00:00,  2.93it/s]
Epoch 0: |          | 10957/? [1:02:24<00:00,  2.93it/s]
Epoch 0: |          | 10958/? [1:02:24<00:00,  2.93it/s]
Epoch 0: |          | 10958/? [1:02:24<00:00,  2.93it/s]
Epoch 0: |          | 10959/? [1:02:24<00:00,  2.93it/s]
Epoch 0: |          | 10959/? [1:02:24<00:00,  2.93it/s]
Epoch 0: |          | 10960/? [1:02:25<00:00,  2.93it/s]
Epoch 0: |          | 10960/? [1:02:25<00:00,  2.93it/s]
Epoch 0: |          | 10961/? [1:02:25<00:00,  2.93it/s]
Epoch 0: |          | 10961/? [1:02:25<00:00,  2.93it/s]
Epoch 0: |          | 10962/? [1:02:25<00:00,  2.93it/s]
Epoch 0: |          | 10962/? [1:02:25<00:00,  2.93it/s]
Epoch 0: |          | 10963/? [1:02:26<00:00,  2.93it/s]
Epoch 0: |          | 10963/? [1:02:26<00:00,  2.93it/s]
Epoch 0: |          | 10964/? [1:02:26<00:00,  2.93it/s]
Epoch 0: |          | 10964/? [1:02:26<00:00,  2.93it/s]
Epoch 0: |          | 10965/? [1:02:26<00:00,  2.93it/s]
Epoch 0: |          | 10965/? [1:02:26<00:00,  2.93it/s]
Epoch 0: |          | 10966/? [1:02:27<00:00,  2.93it/s]
Epoch 0: |          | 10966/? [1:02:27<00:00,  2.93it/s]
Epoch 0: |          | 10967/? [1:02:27<00:00,  2.93it/s]
Epoch 0: |          | 10967/? [1:02:27<00:00,  2.93it/s]
Epoch 0: |          | 10968/? [1:02:27<00:00,  2.93it/s]
Epoch 0: |          | 10968/? [1:02:27<00:00,  2.93it/s]
Epoch 0: |          | 10969/? [1:02:28<00:00,  2.93it/s]
Epoch 0: |          | 10969/? [1:02:28<00:00,  2.93it/s]
Epoch 0: |          | 10970/? [1:02:28<00:00,  2.93it/s]
Epoch 0: |          | 10970/? [1:02:28<00:00,  2.93it/s]
Epoch 0: |          | 10971/? [1:02:28<00:00,  2.93it/s]
Epoch 0: |          | 10971/? [1:02:28<00:00,  2.93it/s]
Epoch 0: |          | 10972/? [1:02:29<00:00,  2.93it/s]
Epoch 0: |          | 10972/? [1:02:29<00:00,  2.93it/s]
Epoch 0: |          | 10973/? [1:02:29<00:00,  2.93it/s]
Epoch 0: |          | 10973/? [1:02:29<00:00,  2.93it/s]
Epoch 0: |          | 10974/? [1:02:29<00:00,  2.93it/s]
Epoch 0: |          | 10974/? [1:02:29<00:00,  2.93it/s]
Epoch 0: |          | 10975/? [1:02:30<00:00,  2.93it/s]
Epoch 0: |          | 10975/? [1:02:30<00:00,  2.93it/s]
Epoch 0: |          | 10976/? [1:02:30<00:00,  2.93it/s]
Epoch 0: |          | 10976/? [1:02:30<00:00,  2.93it/s]
Epoch 0: |          | 10977/? [1:02:30<00:00,  2.93it/s]
Epoch 0: |          | 10977/? [1:02:30<00:00,  2.93it/s]
Epoch 0: |          | 10978/? [1:02:31<00:00,  2.93it/s]
Epoch 0: |          | 10978/? [1:02:31<00:00,  2.93it/s]
Epoch 0: |          | 10979/? [1:02:31<00:00,  2.93it/s]
Epoch 0: |          | 10979/? [1:02:31<00:00,  2.93it/s]
Epoch 0: |          | 10980/? [1:02:31<00:00,  2.93it/s]
Epoch 0: |          | 10980/? [1:02:31<00:00,  2.93it/s]
Epoch 0: |          | 10981/? [1:02:32<00:00,  2.93it/s]
Epoch 0: |          | 10981/? [1:02:32<00:00,  2.93it/s]
Epoch 0: |          | 10982/? [1:02:32<00:00,  2.93it/s]
Epoch 0: |          | 10982/? [1:02:32<00:00,  2.93it/s]
Epoch 0: |          | 10983/? [1:02:32<00:00,  2.93it/s]
Epoch 0: |          | 10983/? [1:02:32<00:00,  2.93it/s]
Epoch 0: |          | 10984/? [1:02:33<00:00,  2.93it/s]
Epoch 0: |          | 10984/? [1:02:33<00:00,  2.93it/s]
Epoch 0: |          | 10985/? [1:02:33<00:00,  2.93it/s]
Epoch 0: |          | 10985/? [1:02:33<00:00,  2.93it/s]
Epoch 0: |          | 10986/? [1:02:33<00:00,  2.93it/s]
Epoch 0: |          | 10986/? [1:02:33<00:00,  2.93it/s]
Epoch 0: |          | 10987/? [1:02:34<00:00,  2.93it/s]
Epoch 0: |          | 10987/? [1:02:34<00:00,  2.93it/s]
Epoch 0: |          | 10988/? [1:02:34<00:00,  2.93it/s]
Epoch 0: |          | 10988/? [1:02:34<00:00,  2.93it/s]
Epoch 0: |          | 10989/? [1:02:34<00:00,  2.93it/s]
Epoch 0: |          | 10989/? [1:02:34<00:00,  2.93it/s]
Epoch 0: |          | 10990/? [1:02:35<00:00,  2.93it/s]
Epoch 0: |          | 10990/? [1:02:35<00:00,  2.93it/s]
Epoch 0: |          | 10991/? [1:02:35<00:00,  2.93it/s]
Epoch 0: |          | 10991/? [1:02:35<00:00,  2.93it/s]
Epoch 0: |          | 10992/? [1:02:35<00:00,  2.93it/s]
Epoch 0: |          | 10992/? [1:02:35<00:00,  2.93it/s]
Epoch 0: |          | 10993/? [1:02:36<00:00,  2.93it/s]
Epoch 0: |          | 10993/? [1:02:36<00:00,  2.93it/s]
Epoch 0: |          | 10994/? [1:02:36<00:00,  2.93it/s]
Epoch 0: |          | 10994/? [1:02:36<00:00,  2.93it/s]
Epoch 0: |          | 10995/? [1:02:36<00:00,  2.93it/s]
Epoch 0: |          | 10995/? [1:02:36<00:00,  2.93it/s]
Epoch 0: |          | 10996/? [1:02:37<00:00,  2.93it/s]
Epoch 0: |          | 10996/? [1:02:37<00:00,  2.93it/s]
Epoch 0: |          | 10997/? [1:02:37<00:00,  2.93it/s]
Epoch 0: |          | 10997/? [1:02:37<00:00,  2.93it/s]
Epoch 0: |          | 10998/? [1:02:37<00:00,  2.93it/s]
Epoch 0: |          | 10998/? [1:02:37<00:00,  2.93it/s]
Epoch 0: |          | 10999/? [1:02:38<00:00,  2.93it/s]
Epoch 0: |          | 10999/? [1:02:38<00:00,  2.93it/s]
Epoch 0: |          | 11000/? [1:02:38<00:00,  2.93it/s]
Epoch 0: |          | 11000/? [1:02:38<00:00,  2.93it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.41it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 13.72it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.64it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.21it/s]

Epoch 0: |          | 11000/? [1:02:38<00:00,  2.93it/s]
Epoch 0: |          | 11001/? [1:02:39<00:00,  2.93it/s]
Epoch 0: |          | 11001/? [1:02:39<00:00,  2.93it/s]
Epoch 0: |          | 11002/? [1:02:39<00:00,  2.93it/s]
Epoch 0: |          | 11002/? [1:02:39<00:00,  2.93it/s]
Epoch 0: |          | 11003/? [1:02:39<00:00,  2.93it/s]
Epoch 0: |          | 11003/? [1:02:39<00:00,  2.93it/s]
Epoch 0: |          | 11004/? [1:02:40<00:00,  2.93it/s]
Epoch 0: |          | 11004/? [1:02:40<00:00,  2.93it/s]
Epoch 0: |          | 11005/? [1:02:40<00:00,  2.93it/s]
Epoch 0: |          | 11005/? [1:02:40<00:00,  2.93it/s]
Epoch 0: |          | 11006/? [1:02:40<00:00,  2.93it/s]
Epoch 0: |          | 11006/? [1:02:40<00:00,  2.93it/s]
Epoch 0: |          | 11007/? [1:02:41<00:00,  2.93it/s]
Epoch 0: |          | 11007/? [1:02:41<00:00,  2.93it/s]
Epoch 0: |          | 11008/? [1:02:41<00:00,  2.93it/s]
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Epoch 0: |          | 11009/? [1:02:41<00:00,  2.93it/s]
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Epoch 0: |          | 11010/? [1:02:42<00:00,  2.93it/s]
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Epoch 0: |          | 11011/? [1:02:42<00:00,  2.93it/s]
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Epoch 0: |          | 11012/? [1:02:42<00:00,  2.93it/s]
Epoch 0: |          | 11012/? [1:02:42<00:00,  2.93it/s]
Epoch 0: |          | 11013/? [1:02:43<00:00,  2.93it/s]
Epoch 0: |          | 11013/? [1:02:43<00:00,  2.93it/s]
Epoch 0: |          | 11014/? [1:02:43<00:00,  2.93it/s]
Epoch 0: |          | 11014/? [1:02:43<00:00,  2.93it/s]
Epoch 0: |          | 11015/? [1:02:43<00:00,  2.93it/s]
Epoch 0: |          | 11015/? [1:02:43<00:00,  2.93it/s]
Epoch 0: |          | 11016/? [1:02:44<00:00,  2.93it/s]
Epoch 0: |          | 11016/? [1:02:44<00:00,  2.93it/s]
Epoch 0: |          | 11017/? [1:02:44<00:00,  2.93it/s]
Epoch 0: |          | 11017/? [1:02:44<00:00,  2.93it/s]
Epoch 0: |          | 11018/? [1:02:44<00:00,  2.93it/s]
Epoch 0: |          | 11018/? [1:02:44<00:00,  2.93it/s]
Epoch 0: |          | 11019/? [1:02:45<00:00,  2.93it/s]
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Epoch 0: |          | 11020/? [1:02:45<00:00,  2.93it/s]
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Epoch 0: |          | 11021/? [1:02:45<00:00,  2.93it/s]
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Epoch 0: |          | 11022/? [1:02:45<00:00,  2.93it/s]
Epoch 0: |          | 11022/? [1:02:45<00:00,  2.93it/s]
Epoch 0: |          | 11023/? [1:02:46<00:00,  2.93it/s]
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Epoch 0: |          | 11024/? [1:02:46<00:00,  2.93it/s]
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Epoch 0: |          | 11025/? [1:02:46<00:00,  2.93it/s]
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Epoch 0: |          | 11026/? [1:02:47<00:00,  2.93it/s]
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Epoch 0: |          | 11027/? [1:02:47<00:00,  2.93it/s]
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Epoch 0: |          | 11028/? [1:02:47<00:00,  2.93it/s]
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Epoch 0: |          | 11029/? [1:02:48<00:00,  2.93it/s]
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Epoch 0: |          | 11030/? [1:02:48<00:00,  2.93it/s]
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Epoch 0: |          | 11031/? [1:02:48<00:00,  2.93it/s]
Epoch 0: |          | 11031/? [1:02:48<00:00,  2.93it/s]
Epoch 0: |          | 11032/? [1:02:49<00:00,  2.93it/s]
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Epoch 0: |          | 11033/? [1:02:49<00:00,  2.93it/s]
Epoch 0: |          | 11033/? [1:02:49<00:00,  2.93it/s]
Epoch 0: |          | 11034/? [1:02:49<00:00,  2.93it/s]
Epoch 0: |          | 11034/? [1:02:49<00:00,  2.93it/s]
Epoch 0: |          | 11035/? [1:02:50<00:00,  2.93it/s]
Epoch 0: |          | 11035/? [1:02:50<00:00,  2.93it/s]
Epoch 0: |          | 11036/? [1:02:50<00:00,  2.93it/s]
Epoch 0: |          | 11036/? [1:02:50<00:00,  2.93it/s]
Epoch 0: |          | 11037/? [1:02:50<00:00,  2.93it/s]
Epoch 0: |          | 11037/? [1:02:50<00:00,  2.93it/s]
Epoch 0: |          | 11038/? [1:02:51<00:00,  2.93it/s]
Epoch 0: |          | 11038/? [1:02:51<00:00,  2.93it/s]
Epoch 0: |          | 11039/? [1:02:51<00:00,  2.93it/s]
Epoch 0: |          | 11039/? [1:02:51<00:00,  2.93it/s]
Epoch 0: |          | 11040/? [1:02:51<00:00,  2.93it/s]
Epoch 0: |          | 11040/? [1:02:51<00:00,  2.93it/s]
Epoch 0: |          | 11041/? [1:02:52<00:00,  2.93it/s]
Epoch 0: |          | 11041/? [1:02:52<00:00,  2.93it/s]
Epoch 0: |          | 11042/? [1:02:52<00:00,  2.93it/s]
Epoch 0: |          | 11042/? [1:02:52<00:00,  2.93it/s]
Epoch 0: |          | 11043/? [1:02:52<00:00,  2.93it/s]
Epoch 0: |          | 11043/? [1:02:52<00:00,  2.93it/s]
Epoch 0: |          | 11044/? [1:02:53<00:00,  2.93it/s]
Epoch 0: |          | 11044/? [1:02:53<00:00,  2.93it/s]
Epoch 0: |          | 11045/? [1:02:53<00:00,  2.93it/s]
Epoch 0: |          | 11045/? [1:02:53<00:00,  2.93it/s]
Epoch 0: |          | 11046/? [1:02:53<00:00,  2.93it/s]
Epoch 0: |          | 11046/? [1:02:53<00:00,  2.93it/s]
Epoch 0: |          | 11047/? [1:02:54<00:00,  2.93it/s]
Epoch 0: |          | 11047/? [1:02:54<00:00,  2.93it/s]
Epoch 0: |          | 11048/? [1:02:54<00:00,  2.93it/s]
Epoch 0: |          | 11048/? [1:02:54<00:00,  2.93it/s]
Epoch 0: |          | 11049/? [1:02:54<00:00,  2.93it/s]
Epoch 0: |          | 11049/? [1:02:54<00:00,  2.93it/s]
Epoch 0: |          | 11050/? [1:02:55<00:00,  2.93it/s]
Epoch 0: |          | 11050/? [1:02:55<00:00,  2.93it/s]
Epoch 0: |          | 11051/? [1:02:55<00:00,  2.93it/s]
Epoch 0: |          | 11051/? [1:02:55<00:00,  2.93it/s]
Epoch 0: |          | 11052/? [1:02:55<00:00,  2.93it/s]
Epoch 0: |          | 11052/? [1:02:55<00:00,  2.93it/s]
Epoch 0: |          | 11053/? [1:02:56<00:00,  2.93it/s]
Epoch 0: |          | 11053/? [1:02:56<00:00,  2.93it/s]
Epoch 0: |          | 11054/? [1:02:56<00:00,  2.93it/s]
Epoch 0: |          | 11054/? [1:02:56<00:00,  2.93it/s]
Epoch 0: |          | 11055/? [1:02:56<00:00,  2.93it/s]
Epoch 0: |          | 11055/? [1:02:56<00:00,  2.93it/s]
Epoch 0: |          | 11056/? [1:02:57<00:00,  2.93it/s]
Epoch 0: |          | 11056/? [1:02:57<00:00,  2.93it/s]
Epoch 0: |          | 11057/? [1:02:57<00:00,  2.93it/s]
Epoch 0: |          | 11057/? [1:02:57<00:00,  2.93it/s]
Epoch 0: |          | 11058/? [1:02:57<00:00,  2.93it/s]
Epoch 0: |          | 11058/? [1:02:57<00:00,  2.93it/s]
Epoch 0: |          | 11059/? [1:02:58<00:00,  2.93it/s]
Epoch 0: |          | 11059/? [1:02:58<00:00,  2.93it/s]
Epoch 0: |          | 11060/? [1:02:58<00:00,  2.93it/s]
Epoch 0: |          | 11060/? [1:02:58<00:00,  2.93it/s]
Epoch 0: |          | 11061/? [1:02:58<00:00,  2.93it/s]
Epoch 0: |          | 11061/? [1:02:58<00:00,  2.93it/s]
Epoch 0: |          | 11062/? [1:02:59<00:00,  2.93it/s]
Epoch 0: |          | 11062/? [1:02:59<00:00,  2.93it/s]
Epoch 0: |          | 11063/? [1:02:59<00:00,  2.93it/s]
Epoch 0: |          | 11063/? [1:02:59<00:00,  2.93it/s]
Epoch 0: |          | 11064/? [1:02:59<00:00,  2.93it/s]
Epoch 0: |          | 11064/? [1:02:59<00:00,  2.93it/s]
Epoch 0: |          | 11065/? [1:03:00<00:00,  2.93it/s]
Epoch 0: |          | 11065/? [1:03:00<00:00,  2.93it/s]
Epoch 0: |          | 11066/? [1:03:00<00:00,  2.93it/s]
Epoch 0: |          | 11066/? [1:03:00<00:00,  2.93it/s]
Epoch 0: |          | 11067/? [1:03:00<00:00,  2.93it/s]
Epoch 0: |          | 11067/? [1:03:00<00:00,  2.93it/s]
Epoch 0: |          | 11068/? [1:03:01<00:00,  2.93it/s]
Epoch 0: |          | 11068/? [1:03:01<00:00,  2.93it/s]
Epoch 0: |          | 11069/? [1:03:01<00:00,  2.93it/s]
Epoch 0: |          | 11069/? [1:03:01<00:00,  2.93it/s]
Epoch 0: |          | 11070/? [1:03:01<00:00,  2.93it/s]
Epoch 0: |          | 11070/? [1:03:01<00:00,  2.93it/s]
Epoch 0: |          | 11071/? [1:03:02<00:00,  2.93it/s]
Epoch 0: |          | 11071/? [1:03:02<00:00,  2.93it/s]
Epoch 0: |          | 11072/? [1:03:02<00:00,  2.93it/s]
Epoch 0: |          | 11072/? [1:03:02<00:00,  2.93it/s]
Epoch 0: |          | 11073/? [1:03:02<00:00,  2.93it/s]
Epoch 0: |          | 11073/? [1:03:02<00:00,  2.93it/s]
Epoch 0: |          | 11074/? [1:03:03<00:00,  2.93it/s]
Epoch 0: |          | 11074/? [1:03:03<00:00,  2.93it/s]
Epoch 0: |          | 11075/? [1:03:03<00:00,  2.93it/s]
Epoch 0: |          | 11075/? [1:03:03<00:00,  2.93it/s]
Epoch 0: |          | 11076/? [1:03:03<00:00,  2.93it/s]
Epoch 0: |          | 11076/? [1:03:03<00:00,  2.93it/s]
Epoch 0: |          | 11077/? [1:03:04<00:00,  2.93it/s]
Epoch 0: |          | 11077/? [1:03:04<00:00,  2.93it/s]
Epoch 0: |          | 11078/? [1:03:04<00:00,  2.93it/s]
Epoch 0: |          | 11078/? [1:03:04<00:00,  2.93it/s]
Epoch 0: |          | 11079/? [1:03:04<00:00,  2.93it/s]
Epoch 0: |          | 11079/? [1:03:04<00:00,  2.93it/s]
Epoch 0: |          | 11080/? [1:03:05<00:00,  2.93it/s]
Epoch 0: |          | 11080/? [1:03:05<00:00,  2.93it/s]
Epoch 0: |          | 11081/? [1:03:05<00:00,  2.93it/s]
Epoch 0: |          | 11081/? [1:03:05<00:00,  2.93it/s]
Epoch 0: |          | 11082/? [1:03:05<00:00,  2.93it/s]
Epoch 0: |          | 11082/? [1:03:05<00:00,  2.93it/s]
Epoch 0: |          | 11083/? [1:03:06<00:00,  2.93it/s]
Epoch 0: |          | 11083/? [1:03:06<00:00,  2.93it/s]
Epoch 0: |          | 11084/? [1:03:06<00:00,  2.93it/s]
Epoch 0: |          | 11084/? [1:03:06<00:00,  2.93it/s]
Epoch 0: |          | 11085/? [1:03:06<00:00,  2.93it/s]
Epoch 0: |          | 11085/? [1:03:06<00:00,  2.93it/s]
Epoch 0: |          | 11086/? [1:03:07<00:00,  2.93it/s]
Epoch 0: |          | 11086/? [1:03:07<00:00,  2.93it/s]
Epoch 0: |          | 11087/? [1:03:07<00:00,  2.93it/s]
Epoch 0: |          | 11087/? [1:03:07<00:00,  2.93it/s]
Epoch 0: |          | 11088/? [1:03:07<00:00,  2.93it/s]
Epoch 0: |          | 11088/? [1:03:07<00:00,  2.93it/s]
Epoch 0: |          | 11089/? [1:03:08<00:00,  2.93it/s]
Epoch 0: |          | 11089/? [1:03:08<00:00,  2.93it/s]
Epoch 0: |          | 11090/? [1:03:08<00:00,  2.93it/s]
Epoch 0: |          | 11090/? [1:03:08<00:00,  2.93it/s]
Epoch 0: |          | 11091/? [1:03:08<00:00,  2.93it/s]
Epoch 0: |          | 11091/? [1:03:08<00:00,  2.93it/s]
Epoch 0: |          | 11092/? [1:03:09<00:00,  2.93it/s]
Epoch 0: |          | 11092/? [1:03:09<00:00,  2.93it/s]
Epoch 0: |          | 11093/? [1:03:09<00:00,  2.93it/s]
Epoch 0: |          | 11093/? [1:03:09<00:00,  2.93it/s]
Epoch 0: |          | 11094/? [1:03:09<00:00,  2.93it/s]
Epoch 0: |          | 11094/? [1:03:09<00:00,  2.93it/s]
Epoch 0: |          | 11095/? [1:03:10<00:00,  2.93it/s]
Epoch 0: |          | 11095/? [1:03:10<00:00,  2.93it/s]
Epoch 0: |          | 11096/? [1:03:10<00:00,  2.93it/s]
Epoch 0: |          | 11096/? [1:03:10<00:00,  2.93it/s]
Epoch 0: |          | 11097/? [1:03:10<00:00,  2.93it/s]
Epoch 0: |          | 11097/? [1:03:10<00:00,  2.93it/s]
Epoch 0: |          | 11098/? [1:03:11<00:00,  2.93it/s]
Epoch 0: |          | 11098/? [1:03:11<00:00,  2.93it/s]
Epoch 0: |          | 11099/? [1:03:11<00:00,  2.93it/s]
Epoch 0: |          | 11099/? [1:03:11<00:00,  2.93it/s]
Epoch 0: |          | 11100/? [1:03:11<00:00,  2.93it/s]
Epoch 0: |          | 11100/? [1:03:11<00:00,  2.93it/s]
Epoch 0: |          | 11101/? [1:03:12<00:00,  2.93it/s]
Epoch 0: |          | 11101/? [1:03:12<00:00,  2.93it/s]
Epoch 0: |          | 11102/? [1:03:12<00:00,  2.93it/s]
Epoch 0: |          | 11102/? [1:03:12<00:00,  2.93it/s]
Epoch 0: |          | 11103/? [1:03:12<00:00,  2.93it/s]
Epoch 0: |          | 11103/? [1:03:12<00:00,  2.93it/s]
Epoch 0: |          | 11104/? [1:03:12<00:00,  2.93it/s]
Epoch 0: |          | 11104/? [1:03:12<00:00,  2.93it/s]
Epoch 0: |          | 11105/? [1:03:13<00:00,  2.93it/s]
Epoch 0: |          | 11105/? [1:03:13<00:00,  2.93it/s]
Epoch 0: |          | 11106/? [1:03:13<00:00,  2.93it/s]
Epoch 0: |          | 11106/? [1:03:13<00:00,  2.93it/s]
Epoch 0: |          | 11107/? [1:03:14<00:00,  2.93it/s]
Epoch 0: |          | 11107/? [1:03:14<00:00,  2.93it/s]
Epoch 0: |          | 11108/? [1:03:14<00:00,  2.93it/s]
Epoch 0: |          | 11108/? [1:03:14<00:00,  2.93it/s]
Epoch 0: |          | 11109/? [1:03:14<00:00,  2.93it/s]
Epoch 0: |          | 11109/? [1:03:14<00:00,  2.93it/s]
Epoch 0: |          | 11110/? [1:03:15<00:00,  2.93it/s]
Epoch 0: |          | 11110/? [1:03:15<00:00,  2.93it/s]
Epoch 0: |          | 11111/? [1:03:15<00:00,  2.93it/s]
Epoch 0: |          | 11111/? [1:03:15<00:00,  2.93it/s]
Epoch 0: |          | 11112/? [1:03:15<00:00,  2.93it/s]
Epoch 0: |          | 11112/? [1:03:15<00:00,  2.93it/s]
Epoch 0: |          | 11113/? [1:03:16<00:00,  2.93it/s]
Epoch 0: |          | 11113/? [1:03:16<00:00,  2.93it/s]
Epoch 0: |          | 11114/? [1:03:16<00:00,  2.93it/s]
Epoch 0: |          | 11114/? [1:03:16<00:00,  2.93it/s]
Epoch 0: |          | 11115/? [1:03:16<00:00,  2.93it/s]
Epoch 0: |          | 11115/? [1:03:16<00:00,  2.93it/s]
Epoch 0: |          | 11116/? [1:03:16<00:00,  2.93it/s]
Epoch 0: |          | 11116/? [1:03:16<00:00,  2.93it/s]
Epoch 0: |          | 11117/? [1:03:17<00:00,  2.93it/s]
Epoch 0: |          | 11117/? [1:03:17<00:00,  2.93it/s]
Epoch 0: |          | 11118/? [1:03:17<00:00,  2.93it/s]
Epoch 0: |          | 11118/? [1:03:17<00:00,  2.93it/s]
Epoch 0: |          | 11119/? [1:03:17<00:00,  2.93it/s]
Epoch 0: |          | 11119/? [1:03:17<00:00,  2.93it/s]
Epoch 0: |          | 11120/? [1:03:18<00:00,  2.93it/s]
Epoch 0: |          | 11120/? [1:03:18<00:00,  2.93it/s]
Epoch 0: |          | 11121/? [1:03:18<00:00,  2.93it/s]
Epoch 0: |          | 11121/? [1:03:18<00:00,  2.93it/s]
Epoch 0: |          | 11122/? [1:03:18<00:00,  2.93it/s]
Epoch 0: |          | 11122/? [1:03:18<00:00,  2.93it/s]
Epoch 0: |          | 11123/? [1:03:19<00:00,  2.93it/s]
Epoch 0: |          | 11123/? [1:03:19<00:00,  2.93it/s]
Epoch 0: |          | 11124/? [1:03:19<00:00,  2.93it/s]
Epoch 0: |          | 11124/? [1:03:19<00:00,  2.93it/s]
Epoch 0: |          | 11125/? [1:03:19<00:00,  2.93it/s]
Epoch 0: |          | 11125/? [1:03:19<00:00,  2.93it/s]
Epoch 0: |          | 11126/? [1:03:20<00:00,  2.93it/s]
Epoch 0: |          | 11126/? [1:03:20<00:00,  2.93it/s]
Epoch 0: |          | 11127/? [1:03:20<00:00,  2.93it/s]
Epoch 0: |          | 11127/? [1:03:20<00:00,  2.93it/s]
Epoch 0: |          | 11128/? [1:03:20<00:00,  2.93it/s]
Epoch 0: |          | 11128/? [1:03:20<00:00,  2.93it/s]
Epoch 0: |          | 11129/? [1:03:21<00:00,  2.93it/s]
Epoch 0: |          | 11129/? [1:03:21<00:00,  2.93it/s]
Epoch 0: |          | 11130/? [1:03:21<00:00,  2.93it/s]
Epoch 0: |          | 11130/? [1:03:21<00:00,  2.93it/s]
Epoch 0: |          | 11131/? [1:03:21<00:00,  2.93it/s]
Epoch 0: |          | 11131/? [1:03:21<00:00,  2.93it/s]
Epoch 0: |          | 11132/? [1:03:22<00:00,  2.93it/s]
Epoch 0: |          | 11132/? [1:03:22<00:00,  2.93it/s]
Epoch 0: |          | 11133/? [1:03:22<00:00,  2.93it/s]
Epoch 0: |          | 11133/? [1:03:22<00:00,  2.93it/s]
Epoch 0: |          | 11134/? [1:03:22<00:00,  2.93it/s]
Epoch 0: |          | 11134/? [1:03:22<00:00,  2.93it/s]
Epoch 0: |          | 11135/? [1:03:23<00:00,  2.93it/s]
Epoch 0: |          | 11135/? [1:03:23<00:00,  2.93it/s]
Epoch 0: |          | 11136/? [1:03:23<00:00,  2.93it/s]
Epoch 0: |          | 11136/? [1:03:23<00:00,  2.93it/s]
Epoch 0: |          | 11137/? [1:03:23<00:00,  2.93it/s]
Epoch 0: |          | 11137/? [1:03:23<00:00,  2.93it/s]
Epoch 0: |          | 11138/? [1:03:24<00:00,  2.93it/s]
Epoch 0: |          | 11138/? [1:03:24<00:00,  2.93it/s]
Epoch 0: |          | 11139/? [1:03:24<00:00,  2.93it/s]
Epoch 0: |          | 11139/? [1:03:24<00:00,  2.93it/s]
Epoch 0: |          | 11140/? [1:03:24<00:00,  2.93it/s]
Epoch 0: |          | 11140/? [1:03:24<00:00,  2.93it/s]
Epoch 0: |          | 11141/? [1:03:25<00:00,  2.93it/s]
Epoch 0: |          | 11141/? [1:03:25<00:00,  2.93it/s]
Epoch 0: |          | 11142/? [1:03:25<00:00,  2.93it/s]
Epoch 0: |          | 11142/? [1:03:25<00:00,  2.93it/s]
Epoch 0: |          | 11143/? [1:03:25<00:00,  2.93it/s]
Epoch 0: |          | 11143/? [1:03:25<00:00,  2.93it/s]
Epoch 0: |          | 11144/? [1:03:26<00:00,  2.93it/s]
Epoch 0: |          | 11144/? [1:03:26<00:00,  2.93it/s]
Epoch 0: |          | 11145/? [1:03:26<00:00,  2.93it/s]
Epoch 0: |          | 11145/? [1:03:26<00:00,  2.93it/s]
Epoch 0: |          | 11146/? [1:03:26<00:00,  2.93it/s]
Epoch 0: |          | 11146/? [1:03:26<00:00,  2.93it/s]
Epoch 0: |          | 11147/? [1:03:27<00:00,  2.93it/s]
Epoch 0: |          | 11147/? [1:03:27<00:00,  2.93it/s]
Epoch 0: |          | 11148/? [1:03:27<00:00,  2.93it/s]
Epoch 0: |          | 11148/? [1:03:27<00:00,  2.93it/s]
Epoch 0: |          | 11149/? [1:03:27<00:00,  2.93it/s]
Epoch 0: |          | 11149/? [1:03:27<00:00,  2.93it/s]
Epoch 0: |          | 11150/? [1:03:28<00:00,  2.93it/s]
Epoch 0: |          | 11150/? [1:03:28<00:00,  2.93it/s]
Epoch 0: |          | 11151/? [1:03:28<00:00,  2.93it/s]
Epoch 0: |          | 11151/? [1:03:28<00:00,  2.93it/s]
Epoch 0: |          | 11152/? [1:03:28<00:00,  2.93it/s]
Epoch 0: |          | 11152/? [1:03:28<00:00,  2.93it/s]
Epoch 0: |          | 11153/? [1:03:29<00:00,  2.93it/s]
Epoch 0: |          | 11153/? [1:03:29<00:00,  2.93it/s]
Epoch 0: |          | 11154/? [1:03:29<00:00,  2.93it/s]
Epoch 0: |          | 11154/? [1:03:29<00:00,  2.93it/s]
Epoch 0: |          | 11155/? [1:03:29<00:00,  2.93it/s]
Epoch 0: |          | 11155/? [1:03:29<00:00,  2.93it/s]
Epoch 0: |          | 11156/? [1:03:30<00:00,  2.93it/s]
Epoch 0: |          | 11156/? [1:03:30<00:00,  2.93it/s]
Epoch 0: |          | 11157/? [1:03:30<00:00,  2.93it/s]
Epoch 0: |          | 11157/? [1:03:30<00:00,  2.93it/s]
Epoch 0: |          | 11158/? [1:03:30<00:00,  2.93it/s]
Epoch 0: |          | 11158/? [1:03:30<00:00,  2.93it/s]
Epoch 0: |          | 11159/? [1:03:31<00:00,  2.93it/s]
Epoch 0: |          | 11159/? [1:03:31<00:00,  2.93it/s]
Epoch 0: |          | 11160/? [1:03:31<00:00,  2.93it/s]
Epoch 0: |          | 11160/? [1:03:31<00:00,  2.93it/s]
Epoch 0: |          | 11161/? [1:03:31<00:00,  2.93it/s]
Epoch 0: |          | 11161/? [1:03:31<00:00,  2.93it/s]
Epoch 0: |          | 11162/? [1:03:32<00:00,  2.93it/s]
Epoch 0: |          | 11162/? [1:03:32<00:00,  2.93it/s]
Epoch 0: |          | 11163/? [1:03:32<00:00,  2.93it/s]
Epoch 0: |          | 11163/? [1:03:32<00:00,  2.93it/s]
Epoch 0: |          | 11164/? [1:03:32<00:00,  2.93it/s]
Epoch 0: |          | 11164/? [1:03:32<00:00,  2.93it/s]
Epoch 0: |          | 11165/? [1:03:33<00:00,  2.93it/s]
Epoch 0: |          | 11165/? [1:03:33<00:00,  2.93it/s]
Epoch 0: |          | 11166/? [1:03:33<00:00,  2.93it/s]
Epoch 0: |          | 11166/? [1:03:33<00:00,  2.93it/s]
Epoch 0: |          | 11167/? [1:03:33<00:00,  2.93it/s]
Epoch 0: |          | 11167/? [1:03:33<00:00,  2.93it/s]
Epoch 0: |          | 11168/? [1:03:33<00:00,  2.93it/s]
Epoch 0: |          | 11168/? [1:03:33<00:00,  2.93it/s]
Epoch 0: |          | 11169/? [1:03:34<00:00,  2.93it/s]
Epoch 0: |          | 11169/? [1:03:34<00:00,  2.93it/s]
Epoch 0: |          | 11170/? [1:03:34<00:00,  2.93it/s]
Epoch 0: |          | 11170/? [1:03:34<00:00,  2.93it/s]
Epoch 0: |          | 11171/? [1:03:34<00:00,  2.93it/s]
Epoch 0: |          | 11171/? [1:03:34<00:00,  2.93it/s]
Epoch 0: |          | 11172/? [1:03:35<00:00,  2.93it/s]
Epoch 0: |          | 11172/? [1:03:35<00:00,  2.93it/s]
Epoch 0: |          | 11173/? [1:03:35<00:00,  2.93it/s]
Epoch 0: |          | 11173/? [1:03:35<00:00,  2.93it/s]
Epoch 0: |          | 11174/? [1:03:36<00:00,  2.93it/s]
Epoch 0: |          | 11174/? [1:03:36<00:00,  2.93it/s]
Epoch 0: |          | 11175/? [1:03:36<00:00,  2.93it/s]
Epoch 0: |          | 11175/? [1:03:36<00:00,  2.93it/s]
Epoch 0: |          | 11176/? [1:03:36<00:00,  2.93it/s]
Epoch 0: |          | 11176/? [1:03:36<00:00,  2.93it/s]
Epoch 0: |          | 11177/? [1:03:37<00:00,  2.93it/s]
Epoch 0: |          | 11177/? [1:03:37<00:00,  2.93it/s]
Epoch 0: |          | 11178/? [1:03:37<00:00,  2.93it/s]
Epoch 0: |          | 11178/? [1:03:37<00:00,  2.93it/s]
Epoch 0: |          | 11179/? [1:03:37<00:00,  2.93it/s]
Epoch 0: |          | 11179/? [1:03:37<00:00,  2.93it/s]
Epoch 0: |          | 11180/? [1:03:38<00:00,  2.93it/s]
Epoch 0: |          | 11180/? [1:03:38<00:00,  2.93it/s]
Epoch 0: |          | 11181/? [1:03:38<00:00,  2.93it/s]
Epoch 0: |          | 11181/? [1:03:38<00:00,  2.93it/s]
Epoch 0: |          | 11182/? [1:03:38<00:00,  2.93it/s]
Epoch 0: |          | 11182/? [1:03:38<00:00,  2.93it/s]
Epoch 0: |          | 11183/? [1:03:39<00:00,  2.93it/s]
Epoch 0: |          | 11183/? [1:03:39<00:00,  2.93it/s]
Epoch 0: |          | 11184/? [1:03:39<00:00,  2.93it/s]
Epoch 0: |          | 11184/? [1:03:39<00:00,  2.93it/s]
Epoch 0: |          | 11185/? [1:03:39<00:00,  2.93it/s]
Epoch 0: |          | 11185/? [1:03:39<00:00,  2.93it/s]
Epoch 0: |          | 11186/? [1:03:40<00:00,  2.93it/s]
Epoch 0: |          | 11186/? [1:03:40<00:00,  2.93it/s]
Epoch 0: |          | 11187/? [1:03:40<00:00,  2.93it/s]
Epoch 0: |          | 11187/? [1:03:40<00:00,  2.93it/s]
Epoch 0: |          | 11188/? [1:03:40<00:00,  2.93it/s]
Epoch 0: |          | 11188/? [1:03:40<00:00,  2.93it/s]
Epoch 0: |          | 11189/? [1:03:40<00:00,  2.93it/s]
Epoch 0: |          | 11189/? [1:03:40<00:00,  2.93it/s]
Epoch 0: |          | 11190/? [1:03:41<00:00,  2.93it/s]
Epoch 0: |          | 11190/? [1:03:41<00:00,  2.93it/s]
Epoch 0: |          | 11191/? [1:03:41<00:00,  2.93it/s]
Epoch 0: |          | 11191/? [1:03:41<00:00,  2.93it/s]
Epoch 0: |          | 11192/? [1:03:41<00:00,  2.93it/s]
Epoch 0: |          | 11192/? [1:03:41<00:00,  2.93it/s]
Epoch 0: |          | 11193/? [1:03:42<00:00,  2.93it/s]
Epoch 0: |          | 11193/? [1:03:42<00:00,  2.93it/s]
Epoch 0: |          | 11194/? [1:03:42<00:00,  2.93it/s]
Epoch 0: |          | 11194/? [1:03:42<00:00,  2.93it/s]
Epoch 0: |          | 11195/? [1:03:42<00:00,  2.93it/s]
Epoch 0: |          | 11195/? [1:03:42<00:00,  2.93it/s]
Epoch 0: |          | 11196/? [1:03:43<00:00,  2.93it/s]
Epoch 0: |          | 11196/? [1:03:43<00:00,  2.93it/s]
Epoch 0: |          | 11197/? [1:03:43<00:00,  2.93it/s]
Epoch 0: |          | 11197/? [1:03:43<00:00,  2.93it/s]
Epoch 0: |          | 11198/? [1:03:43<00:00,  2.93it/s]
Epoch 0: |          | 11198/? [1:03:43<00:00,  2.93it/s]
Epoch 0: |          | 11199/? [1:03:44<00:00,  2.93it/s]
Epoch 0: |          | 11199/? [1:03:44<00:00,  2.93it/s]
Epoch 0: |          | 11200/? [1:03:44<00:00,  2.93it/s]
Epoch 0: |          | 11200/? [1:03:44<00:00,  2.93it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.70it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.29it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.09it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.73it/s]

Epoch 0: |          | 11200/? [1:03:44<00:00,  2.93it/s]
Epoch 0: |          | 11201/? [1:03:45<00:00,  2.93it/s]
Epoch 0: |          | 11201/? [1:03:45<00:00,  2.93it/s]
Epoch 0: |          | 11202/? [1:03:45<00:00,  2.93it/s]
Epoch 0: |          | 11202/? [1:03:45<00:00,  2.93it/s]
Epoch 0: |          | 11203/? [1:03:45<00:00,  2.93it/s]
Epoch 0: |          | 11203/? [1:03:45<00:00,  2.93it/s]
Epoch 0: |          | 11204/? [1:03:46<00:00,  2.93it/s]
Epoch 0: |          | 11204/? [1:03:46<00:00,  2.93it/s]
Epoch 0: |          | 11205/? [1:03:46<00:00,  2.93it/s]
Epoch 0: |          | 11205/? [1:03:46<00:00,  2.93it/s]
Epoch 0: |          | 11206/? [1:03:46<00:00,  2.93it/s]
Epoch 0: |          | 11206/? [1:03:46<00:00,  2.93it/s]
Epoch 0: |          | 11207/? [1:03:47<00:00,  2.93it/s]
Epoch 0: |          | 11207/? [1:03:47<00:00,  2.93it/s]
Epoch 0: |          | 11208/? [1:03:47<00:00,  2.93it/s]
Epoch 0: |          | 11208/? [1:03:47<00:00,  2.93it/s]
Epoch 0: |          | 11209/? [1:03:47<00:00,  2.93it/s]
Epoch 0: |          | 11209/? [1:03:47<00:00,  2.93it/s]
Epoch 0: |          | 11210/? [1:03:48<00:00,  2.93it/s]
Epoch 0: |          | 11210/? [1:03:48<00:00,  2.93it/s]
Epoch 0: |          | 11211/? [1:03:48<00:00,  2.93it/s]
Epoch 0: |          | 11211/? [1:03:48<00:00,  2.93it/s]
Epoch 0: |          | 11212/? [1:03:48<00:00,  2.93it/s]
Epoch 0: |          | 11212/? [1:03:48<00:00,  2.93it/s]
Epoch 0: |          | 11213/? [1:03:49<00:00,  2.93it/s]
Epoch 0: |          | 11213/? [1:03:49<00:00,  2.93it/s]
Epoch 0: |          | 11214/? [1:03:49<00:00,  2.93it/s]
Epoch 0: |          | 11214/? [1:03:49<00:00,  2.93it/s]
Epoch 0: |          | 11215/? [1:03:49<00:00,  2.93it/s]
Epoch 0: |          | 11215/? [1:03:49<00:00,  2.93it/s]
Epoch 0: |          | 11216/? [1:03:50<00:00,  2.93it/s]
Epoch 0: |          | 11216/? [1:03:50<00:00,  2.93it/s]
Epoch 0: |          | 11217/? [1:03:50<00:00,  2.93it/s]
Epoch 0: |          | 11217/? [1:03:50<00:00,  2.93it/s]
Epoch 0: |          | 11218/? [1:03:50<00:00,  2.93it/s]
Epoch 0: |          | 11218/? [1:03:50<00:00,  2.93it/s]
Epoch 0: |          | 11219/? [1:03:51<00:00,  2.93it/s]
Epoch 0: |          | 11219/? [1:03:51<00:00,  2.93it/s]
Epoch 0: |          | 11220/? [1:03:51<00:00,  2.93it/s]
Epoch 0: |          | 11220/? [1:03:51<00:00,  2.93it/s]
Epoch 0: |          | 11221/? [1:03:51<00:00,  2.93it/s]
Epoch 0: |          | 11221/? [1:03:51<00:00,  2.93it/s]
Epoch 0: |          | 11222/? [1:03:52<00:00,  2.93it/s]
Epoch 0: |          | 11222/? [1:03:52<00:00,  2.93it/s]
Epoch 0: |          | 11223/? [1:03:52<00:00,  2.93it/s]
Epoch 0: |          | 11223/? [1:03:52<00:00,  2.93it/s]
Epoch 0: |          | 11224/? [1:03:52<00:00,  2.93it/s]
Epoch 0: |          | 11224/? [1:03:52<00:00,  2.93it/s]
Epoch 0: |          | 11225/? [1:03:53<00:00,  2.93it/s]
Epoch 0: |          | 11225/? [1:03:53<00:00,  2.93it/s]
Epoch 0: |          | 11226/? [1:03:53<00:00,  2.93it/s]
Epoch 0: |          | 11226/? [1:03:53<00:00,  2.93it/s]
Epoch 0: |          | 11227/? [1:03:53<00:00,  2.93it/s]
Epoch 0: |          | 11227/? [1:03:53<00:00,  2.93it/s]
Epoch 0: |          | 11228/? [1:03:54<00:00,  2.93it/s]
Epoch 0: |          | 11228/? [1:03:54<00:00,  2.93it/s]
Epoch 0: |          | 11229/? [1:03:54<00:00,  2.93it/s]
Epoch 0: |          | 11229/? [1:03:54<00:00,  2.93it/s]
Epoch 0: |          | 11230/? [1:03:54<00:00,  2.93it/s]
Epoch 0: |          | 11230/? [1:03:54<00:00,  2.93it/s]
Epoch 0: |          | 11231/? [1:03:55<00:00,  2.93it/s]
Epoch 0: |          | 11231/? [1:03:55<00:00,  2.93it/s]
Epoch 0: |          | 11232/? [1:03:55<00:00,  2.93it/s]
Epoch 0: |          | 11232/? [1:03:55<00:00,  2.93it/s]
Epoch 0: |          | 11233/? [1:03:55<00:00,  2.93it/s]
Epoch 0: |          | 11233/? [1:03:55<00:00,  2.93it/s]
Epoch 0: |          | 11234/? [1:03:56<00:00,  2.93it/s]
Epoch 0: |          | 11234/? [1:03:56<00:00,  2.93it/s]
Epoch 0: |          | 11235/? [1:03:56<00:00,  2.93it/s]
Epoch 0: |          | 11235/? [1:03:56<00:00,  2.93it/s]
Epoch 0: |          | 11236/? [1:03:56<00:00,  2.93it/s]
Epoch 0: |          | 11236/? [1:03:56<00:00,  2.93it/s]
Epoch 0: |          | 11237/? [1:03:57<00:00,  2.93it/s]
Epoch 0: |          | 11237/? [1:03:57<00:00,  2.93it/s]
Epoch 0: |          | 11238/? [1:03:57<00:00,  2.93it/s]
Epoch 0: |          | 11238/? [1:03:57<00:00,  2.93it/s]
Epoch 0: |          | 11239/? [1:03:57<00:00,  2.93it/s]
Epoch 0: |          | 11239/? [1:03:57<00:00,  2.93it/s]
Epoch 0: |          | 11240/? [1:03:58<00:00,  2.93it/s]
Epoch 0: |          | 11240/? [1:03:58<00:00,  2.93it/s]
Epoch 0: |          | 11241/? [1:03:58<00:00,  2.93it/s]
Epoch 0: |          | 11241/? [1:03:58<00:00,  2.93it/s]
Epoch 0: |          | 11242/? [1:03:58<00:00,  2.93it/s]
Epoch 0: |          | 11242/? [1:03:58<00:00,  2.93it/s]
Epoch 0: |          | 11243/? [1:03:59<00:00,  2.93it/s]
Epoch 0: |          | 11243/? [1:03:59<00:00,  2.93it/s]
Epoch 0: |          | 11244/? [1:03:59<00:00,  2.93it/s]
Epoch 0: |          | 11244/? [1:03:59<00:00,  2.93it/s]
Epoch 0: |          | 11245/? [1:03:59<00:00,  2.93it/s]
Epoch 0: |          | 11245/? [1:03:59<00:00,  2.93it/s]
Epoch 0: |          | 11246/? [1:04:00<00:00,  2.93it/s]
Epoch 0: |          | 11246/? [1:04:00<00:00,  2.93it/s]
Epoch 0: |          | 11247/? [1:04:00<00:00,  2.93it/s]
Epoch 0: |          | 11247/? [1:04:00<00:00,  2.93it/s]
Epoch 0: |          | 11248/? [1:04:00<00:00,  2.93it/s]
Epoch 0: |          | 11248/? [1:04:00<00:00,  2.93it/s]
Epoch 0: |          | 11249/? [1:04:01<00:00,  2.93it/s]
Epoch 0: |          | 11249/? [1:04:01<00:00,  2.93it/s]
Epoch 0: |          | 11250/? [1:04:01<00:00,  2.93it/s]
Epoch 0: |          | 11250/? [1:04:01<00:00,  2.93it/s]
Epoch 0: |          | 11251/? [1:04:01<00:00,  2.93it/s]
Epoch 0: |          | 11251/? [1:04:01<00:00,  2.93it/s]
Epoch 0: |          | 11252/? [1:04:02<00:00,  2.93it/s]
Epoch 0: |          | 11252/? [1:04:02<00:00,  2.93it/s]
Epoch 0: |          | 11253/? [1:04:02<00:00,  2.93it/s]
Epoch 0: |          | 11253/? [1:04:02<00:00,  2.93it/s]
Epoch 0: |          | 11254/? [1:04:02<00:00,  2.93it/s]
Epoch 0: |          | 11254/? [1:04:02<00:00,  2.93it/s]
Epoch 0: |          | 11255/? [1:04:03<00:00,  2.93it/s]
Epoch 0: |          | 11255/? [1:04:03<00:00,  2.93it/s]
Epoch 0: |          | 11256/? [1:04:03<00:00,  2.93it/s]
Epoch 0: |          | 11256/? [1:04:03<00:00,  2.93it/s]
Epoch 0: |          | 11257/? [1:04:03<00:00,  2.93it/s]
Epoch 0: |          | 11257/? [1:04:03<00:00,  2.93it/s]
Epoch 0: |          | 11258/? [1:04:04<00:00,  2.93it/s]
Epoch 0: |          | 11258/? [1:04:04<00:00,  2.93it/s]
Epoch 0: |          | 11259/? [1:04:04<00:00,  2.93it/s]
Epoch 0: |          | 11259/? [1:04:04<00:00,  2.93it/s]
Epoch 0: |          | 11260/? [1:04:04<00:00,  2.93it/s]
Epoch 0: |          | 11260/? [1:04:04<00:00,  2.93it/s]
Epoch 0: |          | 11261/? [1:04:05<00:00,  2.93it/s]
Epoch 0: |          | 11261/? [1:04:05<00:00,  2.93it/s]
Epoch 0: |          | 11262/? [1:04:05<00:00,  2.93it/s]
Epoch 0: |          | 11262/? [1:04:05<00:00,  2.93it/s]
Epoch 0: |          | 11263/? [1:04:05<00:00,  2.93it/s]
Epoch 0: |          | 11263/? [1:04:05<00:00,  2.93it/s]
Epoch 0: |          | 11264/? [1:04:06<00:00,  2.93it/s]
Epoch 0: |          | 11264/? [1:04:06<00:00,  2.93it/s]
Epoch 0: |          | 11265/? [1:04:06<00:00,  2.93it/s]
Epoch 0: |          | 11265/? [1:04:06<00:00,  2.93it/s]
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Epoch 0: |          | 11311/? [1:04:21<00:00,  2.93it/s]
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Epoch 0: |          | 11328/? [1:04:26<00:00,  2.93it/s]
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Epoch 0: |          | 11329/? [1:04:27<00:00,  2.93it/s]
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Epoch 0: |          | 11330/? [1:04:27<00:00,  2.93it/s]
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Epoch 0: |          | 11331/? [1:04:27<00:00,  2.93it/s]
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Epoch 0: |          | 11332/? [1:04:28<00:00,  2.93it/s]
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Epoch 0: |          | 11334/? [1:04:28<00:00,  2.93it/s]
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Epoch 0: |          | 11335/? [1:04:29<00:00,  2.93it/s]
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Epoch 0: |          | 11336/? [1:04:29<00:00,  2.93it/s]
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Epoch 0: |          | 11337/? [1:04:29<00:00,  2.93it/s]
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Epoch 0: |          | 11338/? [1:04:30<00:00,  2.93it/s]
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Epoch 0: |          | 11340/? [1:04:30<00:00,  2.93it/s]
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Epoch 0: |          | 11341/? [1:04:31<00:00,  2.93it/s]
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Epoch 0: |          | 11342/? [1:04:31<00:00,  2.93it/s]
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Epoch 0: |          | 11343/? [1:04:31<00:00,  2.93it/s]
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Epoch 0: |          | 11344/? [1:04:32<00:00,  2.93it/s]
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Epoch 0: |          | 11345/? [1:04:32<00:00,  2.93it/s]
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Epoch 0: |          | 11347/? [1:04:33<00:00,  2.93it/s]
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Epoch 0: |          | 11348/? [1:04:33<00:00,  2.93it/s]
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Epoch 0: |          | 11349/? [1:04:33<00:00,  2.93it/s]
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Epoch 0: |          | 11350/? [1:04:34<00:00,  2.93it/s]
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Epoch 0: |          | 11351/? [1:04:34<00:00,  2.93it/s]
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Epoch 0: |          | 11352/? [1:04:34<00:00,  2.93it/s]
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Epoch 0: |          | 11353/? [1:04:35<00:00,  2.93it/s]
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Epoch 0: |          | 11354/? [1:04:35<00:00,  2.93it/s]
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Epoch 0: |          | 11355/? [1:04:35<00:00,  2.93it/s]
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Epoch 0: |          | 11356/? [1:04:36<00:00,  2.93it/s]
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Epoch 0: |          | 11357/? [1:04:36<00:00,  2.93it/s]
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Epoch 0: |          | 11358/? [1:04:36<00:00,  2.93it/s]
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Epoch 0: |          | 11359/? [1:04:37<00:00,  2.93it/s]
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Epoch 0: |          | 11360/? [1:04:37<00:00,  2.93it/s]
Epoch 0: |          | 11360/? [1:04:37<00:00,  2.93it/s]
Epoch 0: |          | 11361/? [1:04:37<00:00,  2.93it/s]
Epoch 0: |          | 11361/? [1:04:37<00:00,  2.93it/s]
Epoch 0: |          | 11362/? [1:04:38<00:00,  2.93it/s]
Epoch 0: |          | 11362/? [1:04:38<00:00,  2.93it/s]
Epoch 0: |          | 11363/? [1:04:38<00:00,  2.93it/s]
Epoch 0: |          | 11363/? [1:04:38<00:00,  2.93it/s]
Epoch 0: |          | 11364/? [1:04:38<00:00,  2.93it/s]
Epoch 0: |          | 11364/? [1:04:38<00:00,  2.93it/s]
Epoch 0: |          | 11365/? [1:04:39<00:00,  2.93it/s]
Epoch 0: |          | 11365/? [1:04:39<00:00,  2.93it/s]
Epoch 0: |          | 11366/? [1:04:39<00:00,  2.93it/s]
Epoch 0: |          | 11366/? [1:04:39<00:00,  2.93it/s]
Epoch 0: |          | 11367/? [1:04:39<00:00,  2.93it/s]
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Epoch 0: |          | 11368/? [1:04:40<00:00,  2.93it/s]
Epoch 0: |          | 11368/? [1:04:40<00:00,  2.93it/s]
Epoch 0: |          | 11369/? [1:04:40<00:00,  2.93it/s]
Epoch 0: |          | 11369/? [1:04:40<00:00,  2.93it/s]
Epoch 0: |          | 11370/? [1:04:40<00:00,  2.93it/s]
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Epoch 0: |          | 11371/? [1:04:41<00:00,  2.93it/s]
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Epoch 0: |          | 11372/? [1:04:41<00:00,  2.93it/s]
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Epoch 0: |          | 11373/? [1:04:41<00:00,  2.93it/s]
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Epoch 0: |          | 11374/? [1:04:42<00:00,  2.93it/s]
Epoch 0: |          | 11374/? [1:04:42<00:00,  2.93it/s]
Epoch 0: |          | 11375/? [1:04:42<00:00,  2.93it/s]
Epoch 0: |          | 11375/? [1:04:42<00:00,  2.93it/s]
Epoch 0: |          | 11376/? [1:04:42<00:00,  2.93it/s]
Epoch 0: |          | 11376/? [1:04:42<00:00,  2.93it/s]
Epoch 0: |          | 11377/? [1:04:43<00:00,  2.93it/s]
Epoch 0: |          | 11377/? [1:04:43<00:00,  2.93it/s]
Epoch 0: |          | 11378/? [1:04:43<00:00,  2.93it/s]
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Epoch 0: |          | 11379/? [1:04:43<00:00,  2.93it/s]
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Epoch 0: |          | 11380/? [1:04:44<00:00,  2.93it/s]
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Epoch 0: |          | 11381/? [1:04:44<00:00,  2.93it/s]
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Epoch 0: |          | 11382/? [1:04:44<00:00,  2.93it/s]
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Epoch 0: |          | 11385/? [1:04:45<00:00,  2.93it/s]
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Epoch 0: |          | 11386/? [1:04:45<00:00,  2.93it/s]
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Epoch 0: |          | 11387/? [1:04:46<00:00,  2.93it/s]
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Epoch 0: |          | 11388/? [1:04:46<00:00,  2.93it/s]
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Epoch 0: |          | 11389/? [1:04:46<00:00,  2.93it/s]
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Epoch 0: |          | 11390/? [1:04:47<00:00,  2.93it/s]
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Epoch 0: |          | 11391/? [1:04:47<00:00,  2.93it/s]
Epoch 0: |          | 11391/? [1:04:47<00:00,  2.93it/s]
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Epoch 0: |          | 11393/? [1:04:48<00:00,  2.93it/s]
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Epoch 0: |          | 11396/? [1:04:49<00:00,  2.93it/s]
Epoch 0: |          | 11396/? [1:04:49<00:00,  2.93it/s]
Epoch 0: |          | 11397/? [1:04:49<00:00,  2.93it/s]
Epoch 0: |          | 11397/? [1:04:49<00:00,  2.93it/s]
Epoch 0: |          | 11398/? [1:04:49<00:00,  2.93it/s]
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Epoch 0: |          | 11399/? [1:04:50<00:00,  2.93it/s]
Epoch 0: |          | 11399/? [1:04:50<00:00,  2.93it/s]
Epoch 0: |          | 11400/? [1:04:50<00:00,  2.93it/s]
Epoch 0: |          | 11400/? [1:04:50<00:00,  2.93it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.17it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.72it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.95it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.53it/s]

Epoch 0: |          | 11400/? [1:04:50<00:00,  2.93it/s]
Epoch 0: |          | 11401/? [1:04:51<00:00,  2.93it/s]
Epoch 0: |          | 11401/? [1:04:51<00:00,  2.93it/s]
Epoch 0: |          | 11402/? [1:04:51<00:00,  2.93it/s]
Epoch 0: |          | 11402/? [1:04:51<00:00,  2.93it/s]
Epoch 0: |          | 11403/? [1:04:51<00:00,  2.93it/s]
Epoch 0: |          | 11403/? [1:04:51<00:00,  2.93it/s]
Epoch 0: |          | 11404/? [1:04:52<00:00,  2.93it/s]
Epoch 0: |          | 11404/? [1:04:52<00:00,  2.93it/s]
Epoch 0: |          | 11405/? [1:04:52<00:00,  2.93it/s]
Epoch 0: |          | 11405/? [1:04:52<00:00,  2.93it/s]
Epoch 0: |          | 11406/? [1:04:52<00:00,  2.93it/s]
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Epoch 0: |          | 11407/? [1:04:53<00:00,  2.93it/s]
Epoch 0: |          | 11407/? [1:04:53<00:00,  2.93it/s]
Epoch 0: |          | 11408/? [1:04:53<00:00,  2.93it/s]
Epoch 0: |          | 11408/? [1:04:53<00:00,  2.93it/s]
Epoch 0: |          | 11409/? [1:04:53<00:00,  2.93it/s]
Epoch 0: |          | 11409/? [1:04:53<00:00,  2.93it/s]
Epoch 0: |          | 11410/? [1:04:54<00:00,  2.93it/s]
Epoch 0: |          | 11410/? [1:04:54<00:00,  2.93it/s]
Epoch 0: |          | 11411/? [1:04:54<00:00,  2.93it/s]
Epoch 0: |          | 11411/? [1:04:54<00:00,  2.93it/s]
Epoch 0: |          | 11412/? [1:04:54<00:00,  2.93it/s]
Epoch 0: |          | 11412/? [1:04:54<00:00,  2.93it/s]
Epoch 0: |          | 11413/? [1:04:55<00:00,  2.93it/s]
Epoch 0: |          | 11413/? [1:04:55<00:00,  2.93it/s]
Epoch 0: |          | 11414/? [1:04:55<00:00,  2.93it/s]
Epoch 0: |          | 11414/? [1:04:55<00:00,  2.93it/s]
Epoch 0: |          | 11415/? [1:04:55<00:00,  2.93it/s]
Epoch 0: |          | 11415/? [1:04:55<00:00,  2.93it/s]
Epoch 0: |          | 11416/? [1:04:56<00:00,  2.93it/s]
Epoch 0: |          | 11416/? [1:04:56<00:00,  2.93it/s]
Epoch 0: |          | 11417/? [1:04:56<00:00,  2.93it/s]
Epoch 0: |          | 11417/? [1:04:56<00:00,  2.93it/s]
Epoch 0: |          | 11418/? [1:04:56<00:00,  2.93it/s]
Epoch 0: |          | 11418/? [1:04:56<00:00,  2.93it/s]
Epoch 0: |          | 11419/? [1:04:57<00:00,  2.93it/s]
Epoch 0: |          | 11419/? [1:04:57<00:00,  2.93it/s]
Epoch 0: |          | 11420/? [1:04:57<00:00,  2.93it/s]
Epoch 0: |          | 11420/? [1:04:57<00:00,  2.93it/s]
Epoch 0: |          | 11421/? [1:04:57<00:00,  2.93it/s]
Epoch 0: |          | 11421/? [1:04:57<00:00,  2.93it/s]
Epoch 0: |          | 11422/? [1:04:58<00:00,  2.93it/s]
Epoch 0: |          | 11422/? [1:04:58<00:00,  2.93it/s]
Epoch 0: |          | 11423/? [1:04:58<00:00,  2.93it/s]
Epoch 0: |          | 11423/? [1:04:58<00:00,  2.93it/s]
Epoch 0: |          | 11424/? [1:04:58<00:00,  2.93it/s]
Epoch 0: |          | 11424/? [1:04:58<00:00,  2.93it/s]
Epoch 0: |          | 11425/? [1:04:59<00:00,  2.93it/s]
Epoch 0: |          | 11425/? [1:04:59<00:00,  2.93it/s]
Epoch 0: |          | 11426/? [1:04:59<00:00,  2.93it/s]
Epoch 0: |          | 11426/? [1:04:59<00:00,  2.93it/s]
Epoch 0: |          | 11427/? [1:04:59<00:00,  2.93it/s]
Epoch 0: |          | 11427/? [1:04:59<00:00,  2.93it/s]
Epoch 0: |          | 11428/? [1:05:00<00:00,  2.93it/s]
Epoch 0: |          | 11428/? [1:05:00<00:00,  2.93it/s]
Epoch 0: |          | 11429/? [1:05:00<00:00,  2.93it/s]
Epoch 0: |          | 11429/? [1:05:00<00:00,  2.93it/s]
Epoch 0: |          | 11430/? [1:05:00<00:00,  2.93it/s]
Epoch 0: |          | 11430/? [1:05:00<00:00,  2.93it/s]
Epoch 0: |          | 11431/? [1:05:01<00:00,  2.93it/s]
Epoch 0: |          | 11431/? [1:05:01<00:00,  2.93it/s]
Epoch 0: |          | 11432/? [1:05:01<00:00,  2.93it/s]
Epoch 0: |          | 11432/? [1:05:01<00:00,  2.93it/s]
Epoch 0: |          | 11433/? [1:05:01<00:00,  2.93it/s]
Epoch 0: |          | 11433/? [1:05:01<00:00,  2.93it/s]
Epoch 0: |          | 11434/? [1:05:02<00:00,  2.93it/s]
Epoch 0: |          | 11434/? [1:05:02<00:00,  2.93it/s]
Epoch 0: |          | 11435/? [1:05:02<00:00,  2.93it/s]
Epoch 0: |          | 11435/? [1:05:02<00:00,  2.93it/s]
Epoch 0: |          | 11436/? [1:05:02<00:00,  2.93it/s]
Epoch 0: |          | 11436/? [1:05:02<00:00,  2.93it/s]
Epoch 0: |          | 11437/? [1:05:03<00:00,  2.93it/s]
Epoch 0: |          | 11437/? [1:05:03<00:00,  2.93it/s]
Epoch 0: |          | 11438/? [1:05:03<00:00,  2.93it/s]
Epoch 0: |          | 11438/? [1:05:03<00:00,  2.93it/s]
Epoch 0: |          | 11439/? [1:05:03<00:00,  2.93it/s]
Epoch 0: |          | 11439/? [1:05:03<00:00,  2.93it/s]
Epoch 0: |          | 11440/? [1:05:04<00:00,  2.93it/s]
Epoch 0: |          | 11440/? [1:05:04<00:00,  2.93it/s]
Epoch 0: |          | 11441/? [1:05:04<00:00,  2.93it/s]
Epoch 0: |          | 11441/? [1:05:04<00:00,  2.93it/s]
Epoch 0: |          | 11442/? [1:05:04<00:00,  2.93it/s]
Epoch 0: |          | 11442/? [1:05:04<00:00,  2.93it/s]
Epoch 0: |          | 11443/? [1:05:05<00:00,  2.93it/s]
Epoch 0: |          | 11443/? [1:05:05<00:00,  2.93it/s]
Epoch 0: |          | 11444/? [1:05:05<00:00,  2.93it/s]
Epoch 0: |          | 11444/? [1:05:05<00:00,  2.93it/s]
Epoch 0: |          | 11445/? [1:05:05<00:00,  2.93it/s]
Epoch 0: |          | 11445/? [1:05:05<00:00,  2.93it/s]
Epoch 0: |          | 11446/? [1:05:06<00:00,  2.93it/s]
Epoch 0: |          | 11446/? [1:05:06<00:00,  2.93it/s]
Epoch 0: |          | 11447/? [1:05:06<00:00,  2.93it/s]
Epoch 0: |          | 11447/? [1:05:06<00:00,  2.93it/s]
Epoch 0: |          | 11448/? [1:05:06<00:00,  2.93it/s]
Epoch 0: |          | 11448/? [1:05:06<00:00,  2.93it/s]
Epoch 0: |          | 11449/? [1:05:07<00:00,  2.93it/s]
Epoch 0: |          | 11449/? [1:05:07<00:00,  2.93it/s]
Epoch 0: |          | 11450/? [1:05:07<00:00,  2.93it/s]
Epoch 0: |          | 11450/? [1:05:07<00:00,  2.93it/s]
Epoch 0: |          | 11451/? [1:05:07<00:00,  2.93it/s]
Epoch 0: |          | 11451/? [1:05:07<00:00,  2.93it/s]
Epoch 0: |          | 11452/? [1:05:08<00:00,  2.93it/s]
Epoch 0: |          | 11452/? [1:05:08<00:00,  2.93it/s]
Epoch 0: |          | 11453/? [1:05:08<00:00,  2.93it/s]
Epoch 0: |          | 11453/? [1:05:08<00:00,  2.93it/s]
Epoch 0: |          | 11454/? [1:05:08<00:00,  2.93it/s]
Epoch 0: |          | 11454/? [1:05:08<00:00,  2.93it/s]
Epoch 0: |          | 11455/? [1:05:09<00:00,  2.93it/s]
Epoch 0: |          | 11455/? [1:05:09<00:00,  2.93it/s]
Epoch 0: |          | 11456/? [1:05:09<00:00,  2.93it/s]
Epoch 0: |          | 11456/? [1:05:09<00:00,  2.93it/s]
Epoch 0: |          | 11457/? [1:05:09<00:00,  2.93it/s]
Epoch 0: |          | 11457/? [1:05:09<00:00,  2.93it/s]
Epoch 0: |          | 11458/? [1:05:10<00:00,  2.93it/s]
Epoch 0: |          | 11458/? [1:05:10<00:00,  2.93it/s]
Epoch 0: |          | 11459/? [1:05:10<00:00,  2.93it/s]
Epoch 0: |          | 11459/? [1:05:10<00:00,  2.93it/s]
Epoch 0: |          | 11460/? [1:05:10<00:00,  2.93it/s]
Epoch 0: |          | 11460/? [1:05:10<00:00,  2.93it/s]
Epoch 0: |          | 11461/? [1:05:11<00:00,  2.93it/s]
Epoch 0: |          | 11461/? [1:05:11<00:00,  2.93it/s]
Epoch 0: |          | 11462/? [1:05:11<00:00,  2.93it/s]
Epoch 0: |          | 11462/? [1:05:11<00:00,  2.93it/s]
Epoch 0: |          | 11463/? [1:05:11<00:00,  2.93it/s]
Epoch 0: |          | 11463/? [1:05:11<00:00,  2.93it/s]
Epoch 0: |          | 11464/? [1:05:12<00:00,  2.93it/s]
Epoch 0: |          | 11464/? [1:05:12<00:00,  2.93it/s]
Epoch 0: |          | 11465/? [1:05:12<00:00,  2.93it/s]
Epoch 0: |          | 11465/? [1:05:12<00:00,  2.93it/s]
Epoch 0: |          | 11466/? [1:05:12<00:00,  2.93it/s]
Epoch 0: |          | 11466/? [1:05:12<00:00,  2.93it/s]
Epoch 0: |          | 11467/? [1:05:13<00:00,  2.93it/s]
Epoch 0: |          | 11467/? [1:05:13<00:00,  2.93it/s]
Epoch 0: |          | 11468/? [1:05:13<00:00,  2.93it/s]
Epoch 0: |          | 11468/? [1:05:13<00:00,  2.93it/s]
Epoch 0: |          | 11469/? [1:05:13<00:00,  2.93it/s]
Epoch 0: |          | 11469/? [1:05:13<00:00,  2.93it/s]
Epoch 0: |          | 11470/? [1:05:14<00:00,  2.93it/s]
Epoch 0: |          | 11470/? [1:05:14<00:00,  2.93it/s]
Epoch 0: |          | 11471/? [1:05:14<00:00,  2.93it/s]
Epoch 0: |          | 11471/? [1:05:14<00:00,  2.93it/s]
Epoch 0: |          | 11472/? [1:05:14<00:00,  2.93it/s]
Epoch 0: |          | 11472/? [1:05:14<00:00,  2.93it/s]
Epoch 0: |          | 11473/? [1:05:15<00:00,  2.93it/s]
Epoch 0: |          | 11473/? [1:05:15<00:00,  2.93it/s]
Epoch 0: |          | 11474/? [1:05:15<00:00,  2.93it/s]
Epoch 0: |          | 11474/? [1:05:15<00:00,  2.93it/s]
Epoch 0: |          | 11475/? [1:05:15<00:00,  2.93it/s]
Epoch 0: |          | 11475/? [1:05:15<00:00,  2.93it/s]
Epoch 0: |          | 11476/? [1:05:16<00:00,  2.93it/s]
Epoch 0: |          | 11476/? [1:05:16<00:00,  2.93it/s]
Epoch 0: |          | 11477/? [1:05:16<00:00,  2.93it/s]
Epoch 0: |          | 11477/? [1:05:16<00:00,  2.93it/s]
Epoch 0: |          | 11478/? [1:05:16<00:00,  2.93it/s]
Epoch 0: |          | 11478/? [1:05:16<00:00,  2.93it/s]
Epoch 0: |          | 11479/? [1:05:17<00:00,  2.93it/s]
Epoch 0: |          | 11479/? [1:05:17<00:00,  2.93it/s]
Epoch 0: |          | 11480/? [1:05:17<00:00,  2.93it/s]
Epoch 0: |          | 11480/? [1:05:17<00:00,  2.93it/s]
Epoch 0: |          | 11481/? [1:05:17<00:00,  2.93it/s]
Epoch 0: |          | 11481/? [1:05:17<00:00,  2.93it/s]
Epoch 0: |          | 11482/? [1:05:18<00:00,  2.93it/s]
Epoch 0: |          | 11482/? [1:05:18<00:00,  2.93it/s]
Epoch 0: |          | 11483/? [1:05:18<00:00,  2.93it/s]
Epoch 0: |          | 11483/? [1:05:18<00:00,  2.93it/s]
Epoch 0: |          | 11484/? [1:05:18<00:00,  2.93it/s]
Epoch 0: |          | 11484/? [1:05:18<00:00,  2.93it/s]
Epoch 0: |          | 11485/? [1:05:19<00:00,  2.93it/s]
Epoch 0: |          | 11485/? [1:05:19<00:00,  2.93it/s]
Epoch 0: |          | 11486/? [1:05:19<00:00,  2.93it/s]
Epoch 0: |          | 11486/? [1:05:19<00:00,  2.93it/s]
Epoch 0: |          | 11487/? [1:05:19<00:00,  2.93it/s]
Epoch 0: |          | 11487/? [1:05:19<00:00,  2.93it/s]
Epoch 0: |          | 11488/? [1:05:20<00:00,  2.93it/s]
Epoch 0: |          | 11488/? [1:05:20<00:00,  2.93it/s]
Epoch 0: |          | 11489/? [1:05:20<00:00,  2.93it/s]
Epoch 0: |          | 11489/? [1:05:20<00:00,  2.93it/s]
Epoch 0: |          | 11490/? [1:05:20<00:00,  2.93it/s]
Epoch 0: |          | 11490/? [1:05:20<00:00,  2.93it/s]
Epoch 0: |          | 11491/? [1:05:21<00:00,  2.93it/s]
Epoch 0: |          | 11491/? [1:05:21<00:00,  2.93it/s]
Epoch 0: |          | 11492/? [1:05:21<00:00,  2.93it/s]
Epoch 0: |          | 11492/? [1:05:21<00:00,  2.93it/s]
Epoch 0: |          | 11493/? [1:05:21<00:00,  2.93it/s]
Epoch 0: |          | 11493/? [1:05:21<00:00,  2.93it/s]
Epoch 0: |          | 11494/? [1:05:22<00:00,  2.93it/s]
Epoch 0: |          | 11494/? [1:05:22<00:00,  2.93it/s]
Epoch 0: |          | 11495/? [1:05:22<00:00,  2.93it/s]
Epoch 0: |          | 11495/? [1:05:22<00:00,  2.93it/s]
Epoch 0: |          | 11496/? [1:05:22<00:00,  2.93it/s]
Epoch 0: |          | 11496/? [1:05:22<00:00,  2.93it/s]
Epoch 0: |          | 11497/? [1:05:23<00:00,  2.93it/s]
Epoch 0: |          | 11497/? [1:05:23<00:00,  2.93it/s]
Epoch 0: |          | 11498/? [1:05:23<00:00,  2.93it/s]
Epoch 0: |          | 11498/? [1:05:23<00:00,  2.93it/s]
Epoch 0: |          | 11499/? [1:05:23<00:00,  2.93it/s]
Epoch 0: |          | 11499/? [1:05:23<00:00,  2.93it/s]
Epoch 0: |          | 11500/? [1:05:24<00:00,  2.93it/s]
Epoch 0: |          | 11500/? [1:05:24<00:00,  2.93it/s]
Epoch 0: |          | 11501/? [1:05:24<00:00,  2.93it/s]
Epoch 0: |          | 11501/? [1:05:24<00:00,  2.93it/s]
Epoch 0: |          | 11502/? [1:05:24<00:00,  2.93it/s]
Epoch 0: |          | 11502/? [1:05:24<00:00,  2.93it/s]
Epoch 0: |          | 11503/? [1:05:25<00:00,  2.93it/s]
Epoch 0: |          | 11503/? [1:05:25<00:00,  2.93it/s]
Epoch 0: |          | 11504/? [1:05:25<00:00,  2.93it/s]
Epoch 0: |          | 11504/? [1:05:25<00:00,  2.93it/s]
Epoch 0: |          | 11505/? [1:05:25<00:00,  2.93it/s]
Epoch 0: |          | 11505/? [1:05:25<00:00,  2.93it/s]
Epoch 0: |          | 11506/? [1:05:26<00:00,  2.93it/s]
Epoch 0: |          | 11506/? [1:05:26<00:00,  2.93it/s]
Epoch 0: |          | 11507/? [1:05:26<00:00,  2.93it/s]
Epoch 0: |          | 11507/? [1:05:26<00:00,  2.93it/s]
Epoch 0: |          | 11508/? [1:05:26<00:00,  2.93it/s]
Epoch 0: |          | 11508/? [1:05:26<00:00,  2.93it/s]
Epoch 0: |          | 11509/? [1:05:27<00:00,  2.93it/s]
Epoch 0: |          | 11509/? [1:05:27<00:00,  2.93it/s]
Epoch 0: |          | 11510/? [1:05:27<00:00,  2.93it/s]
Epoch 0: |          | 11510/? [1:05:27<00:00,  2.93it/s]
Epoch 0: |          | 11511/? [1:05:27<00:00,  2.93it/s]
Epoch 0: |          | 11511/? [1:05:27<00:00,  2.93it/s]
Epoch 0: |          | 11512/? [1:05:27<00:00,  2.93it/s]
Epoch 0: |          | 11512/? [1:05:27<00:00,  2.93it/s]
Epoch 0: |          | 11513/? [1:05:28<00:00,  2.93it/s]
Epoch 0: |          | 11513/? [1:05:28<00:00,  2.93it/s]
Epoch 0: |          | 11514/? [1:05:28<00:00,  2.93it/s]
Epoch 0: |          | 11514/? [1:05:28<00:00,  2.93it/s]
Epoch 0: |          | 11515/? [1:05:28<00:00,  2.93it/s]
Epoch 0: |          | 11515/? [1:05:28<00:00,  2.93it/s]
Epoch 0: |          | 11516/? [1:05:29<00:00,  2.93it/s]
Epoch 0: |          | 11516/? [1:05:29<00:00,  2.93it/s]
Epoch 0: |          | 11517/? [1:05:29<00:00,  2.93it/s]
Epoch 0: |          | 11517/? [1:05:29<00:00,  2.93it/s]
Epoch 0: |          | 11518/? [1:05:29<00:00,  2.93it/s]
Epoch 0: |          | 11518/? [1:05:29<00:00,  2.93it/s]
Epoch 0: |          | 11519/? [1:05:30<00:00,  2.93it/s]
Epoch 0: |          | 11519/? [1:05:30<00:00,  2.93it/s]
Epoch 0: |          | 11520/? [1:05:30<00:00,  2.93it/s]
Epoch 0: |          | 11520/? [1:05:30<00:00,  2.93it/s]
Epoch 0: |          | 11521/? [1:05:30<00:00,  2.93it/s]
Epoch 0: |          | 11521/? [1:05:30<00:00,  2.93it/s]
Epoch 0: |          | 11522/? [1:05:31<00:00,  2.93it/s]
Epoch 0: |          | 11522/? [1:05:31<00:00,  2.93it/s]
Epoch 0: |          | 11523/? [1:05:31<00:00,  2.93it/s]
Epoch 0: |          | 11523/? [1:05:31<00:00,  2.93it/s]
Epoch 0: |          | 11524/? [1:05:32<00:00,  2.93it/s]
Epoch 0: |          | 11524/? [1:05:32<00:00,  2.93it/s]
Epoch 0: |          | 11525/? [1:05:32<00:00,  2.93it/s]
Epoch 0: |          | 11525/? [1:05:32<00:00,  2.93it/s]
Epoch 0: |          | 11526/? [1:05:32<00:00,  2.93it/s]
Epoch 0: |          | 11526/? [1:05:32<00:00,  2.93it/s]
Epoch 0: |          | 11527/? [1:05:32<00:00,  2.93it/s]
Epoch 0: |          | 11527/? [1:05:32<00:00,  2.93it/s]
Epoch 0: |          | 11528/? [1:05:33<00:00,  2.93it/s]
Epoch 0: |          | 11528/? [1:05:33<00:00,  2.93it/s]
Epoch 0: |          | 11529/? [1:05:33<00:00,  2.93it/s]
Epoch 0: |          | 11529/? [1:05:33<00:00,  2.93it/s]
Epoch 0: |          | 11530/? [1:05:33<00:00,  2.93it/s]
Epoch 0: |          | 11530/? [1:05:33<00:00,  2.93it/s]
Epoch 0: |          | 11531/? [1:05:34<00:00,  2.93it/s]
Epoch 0: |          | 11531/? [1:05:34<00:00,  2.93it/s]
Epoch 0: |          | 11532/? [1:05:34<00:00,  2.93it/s]
Epoch 0: |          | 11532/? [1:05:34<00:00,  2.93it/s]
Epoch 0: |          | 11533/? [1:05:34<00:00,  2.93it/s]
Epoch 0: |          | 11533/? [1:05:34<00:00,  2.93it/s]
Epoch 0: |          | 11534/? [1:05:35<00:00,  2.93it/s]
Epoch 0: |          | 11534/? [1:05:35<00:00,  2.93it/s]
Epoch 0: |          | 11535/? [1:05:35<00:00,  2.93it/s]
Epoch 0: |          | 11535/? [1:05:35<00:00,  2.93it/s]
Epoch 0: |          | 11536/? [1:05:35<00:00,  2.93it/s]
Epoch 0: |          | 11536/? [1:05:35<00:00,  2.93it/s]
Epoch 0: |          | 11537/? [1:05:36<00:00,  2.93it/s]
Epoch 0: |          | 11537/? [1:05:36<00:00,  2.93it/s]
Epoch 0: |          | 11538/? [1:05:36<00:00,  2.93it/s]
Epoch 0: |          | 11538/? [1:05:36<00:00,  2.93it/s]
Epoch 0: |          | 11539/? [1:05:36<00:00,  2.93it/s]
Epoch 0: |          | 11539/? [1:05:36<00:00,  2.93it/s]
Epoch 0: |          | 11540/? [1:05:37<00:00,  2.93it/s]
Epoch 0: |          | 11540/? [1:05:37<00:00,  2.93it/s]
Epoch 0: |          | 11541/? [1:05:37<00:00,  2.93it/s]
Epoch 0: |          | 11541/? [1:05:37<00:00,  2.93it/s]
Epoch 0: |          | 11542/? [1:05:37<00:00,  2.93it/s]
Epoch 0: |          | 11542/? [1:05:37<00:00,  2.93it/s]
Epoch 0: |          | 11543/? [1:05:38<00:00,  2.93it/s]
Epoch 0: |          | 11543/? [1:05:38<00:00,  2.93it/s]
Epoch 0: |          | 11544/? [1:05:38<00:00,  2.93it/s]
Epoch 0: |          | 11544/? [1:05:38<00:00,  2.93it/s]
Epoch 0: |          | 11545/? [1:05:38<00:00,  2.93it/s]
Epoch 0: |          | 11545/? [1:05:38<00:00,  2.93it/s]
Epoch 0: |          | 11546/? [1:05:39<00:00,  2.93it/s]
Epoch 0: |          | 11546/? [1:05:39<00:00,  2.93it/s]
Epoch 0: |          | 11547/? [1:05:39<00:00,  2.93it/s]
Epoch 0: |          | 11547/? [1:05:39<00:00,  2.93it/s]
Epoch 0: |          | 11548/? [1:05:39<00:00,  2.93it/s]
Epoch 0: |          | 11548/? [1:05:39<00:00,  2.93it/s]
Epoch 0: |          | 11549/? [1:05:40<00:00,  2.93it/s]
Epoch 0: |          | 11549/? [1:05:40<00:00,  2.93it/s]
Epoch 0: |          | 11550/? [1:05:40<00:00,  2.93it/s]
Epoch 0: |          | 11550/? [1:05:40<00:00,  2.93it/s]
Epoch 0: |          | 11551/? [1:05:40<00:00,  2.93it/s]
Epoch 0: |          | 11551/? [1:05:40<00:00,  2.93it/s]
Epoch 0: |          | 11552/? [1:05:41<00:00,  2.93it/s]
Epoch 0: |          | 11552/? [1:05:41<00:00,  2.93it/s]
Epoch 0: |          | 11553/? [1:05:41<00:00,  2.93it/s]
Epoch 0: |          | 11553/? [1:05:41<00:00,  2.93it/s]
Epoch 0: |          | 11554/? [1:05:41<00:00,  2.93it/s]
Epoch 0: |          | 11554/? [1:05:41<00:00,  2.93it/s]
Epoch 0: |          | 11555/? [1:05:42<00:00,  2.93it/s]
Epoch 0: |          | 11555/? [1:05:42<00:00,  2.93it/s]
Epoch 0: |          | 11556/? [1:05:42<00:00,  2.93it/s]
Epoch 0: |          | 11556/? [1:05:42<00:00,  2.93it/s]
Epoch 0: |          | 11557/? [1:05:42<00:00,  2.93it/s]
Epoch 0: |          | 11557/? [1:05:42<00:00,  2.93it/s]
Epoch 0: |          | 11558/? [1:05:43<00:00,  2.93it/s]
Epoch 0: |          | 11558/? [1:05:43<00:00,  2.93it/s]
Epoch 0: |          | 11559/? [1:05:43<00:00,  2.93it/s]
Epoch 0: |          | 11559/? [1:05:43<00:00,  2.93it/s]
Epoch 0: |          | 11560/? [1:05:43<00:00,  2.93it/s]
Epoch 0: |          | 11560/? [1:05:43<00:00,  2.93it/s]
Epoch 0: |          | 11561/? [1:05:44<00:00,  2.93it/s]
Epoch 0: |          | 11561/? [1:05:44<00:00,  2.93it/s]
Epoch 0: |          | 11562/? [1:05:44<00:00,  2.93it/s]
Epoch 0: |          | 11562/? [1:05:44<00:00,  2.93it/s]
Epoch 0: |          | 11563/? [1:05:44<00:00,  2.93it/s]
Epoch 0: |          | 11563/? [1:05:44<00:00,  2.93it/s]
Epoch 0: |          | 11564/? [1:05:45<00:00,  2.93it/s]
Epoch 0: |          | 11564/? [1:05:45<00:00,  2.93it/s]
Epoch 0: |          | 11565/? [1:05:45<00:00,  2.93it/s]
Epoch 0: |          | 11565/? [1:05:45<00:00,  2.93it/s]
Epoch 0: |          | 11566/? [1:05:45<00:00,  2.93it/s]
Epoch 0: |          | 11566/? [1:05:45<00:00,  2.93it/s]
Epoch 0: |          | 11567/? [1:05:46<00:00,  2.93it/s]
Epoch 0: |          | 11567/? [1:05:46<00:00,  2.93it/s]
Epoch 0: |          | 11568/? [1:05:46<00:00,  2.93it/s]
Epoch 0: |          | 11568/? [1:05:46<00:00,  2.93it/s]
Epoch 0: |          | 11569/? [1:05:46<00:00,  2.93it/s]
Epoch 0: |          | 11569/? [1:05:46<00:00,  2.93it/s]
Epoch 0: |          | 11570/? [1:05:47<00:00,  2.93it/s]
Epoch 0: |          | 11570/? [1:05:47<00:00,  2.93it/s]
Epoch 0: |          | 11571/? [1:05:47<00:00,  2.93it/s]
Epoch 0: |          | 11571/? [1:05:47<00:00,  2.93it/s]
Epoch 0: |          | 11572/? [1:05:47<00:00,  2.93it/s]
Epoch 0: |          | 11572/? [1:05:47<00:00,  2.93it/s]
Epoch 0: |          | 11573/? [1:05:48<00:00,  2.93it/s]
Epoch 0: |          | 11573/? [1:05:48<00:00,  2.93it/s]
Epoch 0: |          | 11574/? [1:05:48<00:00,  2.93it/s]
Epoch 0: |          | 11574/? [1:05:48<00:00,  2.93it/s]
Epoch 0: |          | 11575/? [1:05:48<00:00,  2.93it/s]
Epoch 0: |          | 11575/? [1:05:48<00:00,  2.93it/s]
Epoch 0: |          | 11576/? [1:05:49<00:00,  2.93it/s]
Epoch 0: |          | 11576/? [1:05:49<00:00,  2.93it/s]
Epoch 0: |          | 11577/? [1:05:49<00:00,  2.93it/s]
Epoch 0: |          | 11577/? [1:05:49<00:00,  2.93it/s]
Epoch 0: |          | 11578/? [1:05:49<00:00,  2.93it/s]
Epoch 0: |          | 11578/? [1:05:49<00:00,  2.93it/s]
Epoch 0: |          | 11579/? [1:05:50<00:00,  2.93it/s]
Epoch 0: |          | 11579/? [1:05:50<00:00,  2.93it/s]
Epoch 0: |          | 11580/? [1:05:50<00:00,  2.93it/s]
Epoch 0: |          | 11580/? [1:05:50<00:00,  2.93it/s]
Epoch 0: |          | 11581/? [1:05:50<00:00,  2.93it/s]
Epoch 0: |          | 11581/? [1:05:50<00:00,  2.93it/s]
Epoch 0: |          | 11582/? [1:05:50<00:00,  2.93it/s]
Epoch 0: |          | 11582/? [1:05:50<00:00,  2.93it/s]
Epoch 0: |          | 11583/? [1:05:51<00:00,  2.93it/s]
Epoch 0: |          | 11583/? [1:05:51<00:00,  2.93it/s]
Epoch 0: |          | 11584/? [1:05:51<00:00,  2.93it/s]
Epoch 0: |          | 11584/? [1:05:51<00:00,  2.93it/s]
Epoch 0: |          | 11585/? [1:05:51<00:00,  2.93it/s]
Epoch 0: |          | 11585/? [1:05:51<00:00,  2.93it/s]
Epoch 0: |          | 11586/? [1:05:52<00:00,  2.93it/s]
Epoch 0: |          | 11586/? [1:05:52<00:00,  2.93it/s]
Epoch 0: |          | 11587/? [1:05:52<00:00,  2.93it/s]
Epoch 0: |          | 11587/? [1:05:52<00:00,  2.93it/s]
Epoch 0: |          | 11588/? [1:05:52<00:00,  2.93it/s]
Epoch 0: |          | 11588/? [1:05:52<00:00,  2.93it/s]
Epoch 0: |          | 11589/? [1:05:53<00:00,  2.93it/s]
Epoch 0: |          | 11589/? [1:05:53<00:00,  2.93it/s]
Epoch 0: |          | 11590/? [1:05:53<00:00,  2.93it/s]
Epoch 0: |          | 11590/? [1:05:53<00:00,  2.93it/s]
Epoch 0: |          | 11591/? [1:05:53<00:00,  2.93it/s]
Epoch 0: |          | 11591/? [1:05:53<00:00,  2.93it/s]
Epoch 0: |          | 11592/? [1:05:54<00:00,  2.93it/s]
Epoch 0: |          | 11592/? [1:05:54<00:00,  2.93it/s]
Epoch 0: |          | 11593/? [1:05:54<00:00,  2.93it/s]
Epoch 0: |          | 11593/? [1:05:54<00:00,  2.93it/s]
Epoch 0: |          | 11594/? [1:05:54<00:00,  2.93it/s]
Epoch 0: |          | 11594/? [1:05:54<00:00,  2.93it/s]
Epoch 0: |          | 11595/? [1:05:55<00:00,  2.93it/s]
Epoch 0: |          | 11595/? [1:05:55<00:00,  2.93it/s]
Epoch 0: |          | 11596/? [1:05:55<00:00,  2.93it/s]
Epoch 0: |          | 11596/? [1:05:55<00:00,  2.93it/s]
Epoch 0: |          | 11597/? [1:05:55<00:00,  2.93it/s]
Epoch 0: |          | 11597/? [1:05:55<00:00,  2.93it/s]
Epoch 0: |          | 11598/? [1:05:56<00:00,  2.93it/s]
Epoch 0: |          | 11598/? [1:05:56<00:00,  2.93it/s]
Epoch 0: |          | 11599/? [1:05:56<00:00,  2.93it/s]
Epoch 0: |          | 11599/? [1:05:56<00:00,  2.93it/s]
Epoch 0: |          | 11600/? [1:05:56<00:00,  2.93it/s]
Epoch 0: |          | 11600/? [1:05:56<00:00,  2.93it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.30it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.24it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.76it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.53it/s]

Epoch 0: |          | 11600/? [1:05:57<00:00,  2.93it/s]
Epoch 0: |          | 11601/? [1:05:57<00:00,  2.93it/s]
Epoch 0: |          | 11601/? [1:05:57<00:00,  2.93it/s]
Epoch 0: |          | 11602/? [1:05:57<00:00,  2.93it/s]
Epoch 0: |          | 11602/? [1:05:57<00:00,  2.93it/s]
Epoch 0: |          | 11603/? [1:05:58<00:00,  2.93it/s]
Epoch 0: |          | 11603/? [1:05:58<00:00,  2.93it/s]
Epoch 0: |          | 11604/? [1:05:58<00:00,  2.93it/s]
Epoch 0: |          | 11604/? [1:05:58<00:00,  2.93it/s]
Epoch 0: |          | 11605/? [1:05:58<00:00,  2.93it/s]
Epoch 0: |          | 11605/? [1:05:58<00:00,  2.93it/s]
Epoch 0: |          | 11606/? [1:05:59<00:00,  2.93it/s]
Epoch 0: |          | 11606/? [1:05:59<00:00,  2.93it/s]
Epoch 0: |          | 11607/? [1:05:59<00:00,  2.93it/s]
Epoch 0: |          | 11607/? [1:05:59<00:00,  2.93it/s]
Epoch 0: |          | 11608/? [1:05:59<00:00,  2.93it/s]
Epoch 0: |          | 11608/? [1:05:59<00:00,  2.93it/s]
Epoch 0: |          | 11609/? [1:06:00<00:00,  2.93it/s]
Epoch 0: |          | 11609/? [1:06:00<00:00,  2.93it/s]
Epoch 0: |          | 11610/? [1:06:00<00:00,  2.93it/s]
Epoch 0: |          | 11610/? [1:06:00<00:00,  2.93it/s]
Epoch 0: |          | 11611/? [1:06:00<00:00,  2.93it/s]
Epoch 0: |          | 11611/? [1:06:00<00:00,  2.93it/s]
Epoch 0: |          | 11612/? [1:06:01<00:00,  2.93it/s]
Epoch 0: |          | 11612/? [1:06:01<00:00,  2.93it/s]
Epoch 0: |          | 11613/? [1:06:01<00:00,  2.93it/s]
Epoch 0: |          | 11613/? [1:06:01<00:00,  2.93it/s]
Epoch 0: |          | 11614/? [1:06:01<00:00,  2.93it/s]
Epoch 0: |          | 11614/? [1:06:01<00:00,  2.93it/s]
Epoch 0: |          | 11615/? [1:06:02<00:00,  2.93it/s]
Epoch 0: |          | 11615/? [1:06:02<00:00,  2.93it/s]
Epoch 0: |          | 11616/? [1:06:02<00:00,  2.93it/s]
Epoch 0: |          | 11616/? [1:06:02<00:00,  2.93it/s]
Epoch 0: |          | 11617/? [1:06:02<00:00,  2.93it/s]
Epoch 0: |          | 11617/? [1:06:02<00:00,  2.93it/s]
Epoch 0: |          | 11618/? [1:06:03<00:00,  2.93it/s]
Epoch 0: |          | 11618/? [1:06:03<00:00,  2.93it/s]
Epoch 0: |          | 11619/? [1:06:03<00:00,  2.93it/s]
Epoch 0: |          | 11619/? [1:06:03<00:00,  2.93it/s]
Epoch 0: |          | 11620/? [1:06:03<00:00,  2.93it/s]
Epoch 0: |          | 11620/? [1:06:03<00:00,  2.93it/s]
Epoch 0: |          | 11621/? [1:06:04<00:00,  2.93it/s]
Epoch 0: |          | 11621/? [1:06:04<00:00,  2.93it/s]
Epoch 0: |          | 11622/? [1:06:04<00:00,  2.93it/s]
Epoch 0: |          | 11622/? [1:06:04<00:00,  2.93it/s]
Epoch 0: |          | 11623/? [1:06:04<00:00,  2.93it/s]
Epoch 0: |          | 11623/? [1:06:04<00:00,  2.93it/s]
Epoch 0: |          | 11624/? [1:06:05<00:00,  2.93it/s]
Epoch 0: |          | 11624/? [1:06:05<00:00,  2.93it/s]
Epoch 0: |          | 11625/? [1:06:05<00:00,  2.93it/s]
Epoch 0: |          | 11625/? [1:06:05<00:00,  2.93it/s]
Epoch 0: |          | 11626/? [1:06:05<00:00,  2.93it/s]
Epoch 0: |          | 11626/? [1:06:05<00:00,  2.93it/s]
Epoch 0: |          | 11627/? [1:06:06<00:00,  2.93it/s]
Epoch 0: |          | 11627/? [1:06:06<00:00,  2.93it/s]
Epoch 0: |          | 11628/? [1:06:06<00:00,  2.93it/s]
Epoch 0: |          | 11628/? [1:06:06<00:00,  2.93it/s]
Epoch 0: |          | 11629/? [1:06:06<00:00,  2.93it/s]
Epoch 0: |          | 11629/? [1:06:06<00:00,  2.93it/s]
Epoch 0: |          | 11630/? [1:06:07<00:00,  2.93it/s]
Epoch 0: |          | 11630/? [1:06:07<00:00,  2.93it/s]
Epoch 0: |          | 11631/? [1:06:07<00:00,  2.93it/s]
Epoch 0: |          | 11631/? [1:06:07<00:00,  2.93it/s]
Epoch 0: |          | 11632/? [1:06:07<00:00,  2.93it/s]
Epoch 0: |          | 11632/? [1:06:07<00:00,  2.93it/s]
Epoch 0: |          | 11633/? [1:06:08<00:00,  2.93it/s]
Epoch 0: |          | 11633/? [1:06:08<00:00,  2.93it/s]
Epoch 0: |          | 11634/? [1:06:08<00:00,  2.93it/s]
Epoch 0: |          | 11634/? [1:06:08<00:00,  2.93it/s]
Epoch 0: |          | 11635/? [1:06:08<00:00,  2.93it/s]
Epoch 0: |          | 11635/? [1:06:08<00:00,  2.93it/s]
Epoch 0: |          | 11636/? [1:06:09<00:00,  2.93it/s]
Epoch 0: |          | 11636/? [1:06:09<00:00,  2.93it/s]
Epoch 0: |          | 11637/? [1:06:09<00:00,  2.93it/s]
Epoch 0: |          | 11637/? [1:06:09<00:00,  2.93it/s]
Epoch 0: |          | 11638/? [1:06:09<00:00,  2.93it/s]
Epoch 0: |          | 11638/? [1:06:09<00:00,  2.93it/s]
Epoch 0: |          | 11639/? [1:06:10<00:00,  2.93it/s]
Epoch 0: |          | 11639/? [1:06:10<00:00,  2.93it/s]
Epoch 0: |          | 11640/? [1:06:10<00:00,  2.93it/s]
Epoch 0: |          | 11640/? [1:06:10<00:00,  2.93it/s]
Epoch 0: |          | 11641/? [1:06:10<00:00,  2.93it/s]
Epoch 0: |          | 11641/? [1:06:10<00:00,  2.93it/s]
Epoch 0: |          | 11642/? [1:06:11<00:00,  2.93it/s]
Epoch 0: |          | 11642/? [1:06:11<00:00,  2.93it/s]
Epoch 0: |          | 11643/? [1:06:11<00:00,  2.93it/s]
Epoch 0: |          | 11643/? [1:06:11<00:00,  2.93it/s]
Epoch 0: |          | 11644/? [1:06:11<00:00,  2.93it/s]
Epoch 0: |          | 11644/? [1:06:11<00:00,  2.93it/s]
Epoch 0: |          | 11645/? [1:06:12<00:00,  2.93it/s]
Epoch 0: |          | 11645/? [1:06:12<00:00,  2.93it/s]
Epoch 0: |          | 11646/? [1:06:12<00:00,  2.93it/s]
Epoch 0: |          | 11646/? [1:06:12<00:00,  2.93it/s]
Epoch 0: |          | 11647/? [1:06:12<00:00,  2.93it/s]
Epoch 0: |          | 11647/? [1:06:12<00:00,  2.93it/s]
Epoch 0: |          | 11648/? [1:06:13<00:00,  2.93it/s]
Epoch 0: |          | 11648/? [1:06:13<00:00,  2.93it/s]
Epoch 0: |          | 11649/? [1:06:13<00:00,  2.93it/s]
Epoch 0: |          | 11649/? [1:06:13<00:00,  2.93it/s]
Epoch 0: |          | 11650/? [1:06:13<00:00,  2.93it/s]
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Epoch 0: |          | 11691/? [1:06:27<00:00,  2.93it/s]
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Epoch 0: |          | 11694/? [1:06:28<00:00,  2.93it/s]
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Epoch 0: |          | 11698/? [1:06:29<00:00,  2.93it/s]
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Epoch 0: |          | 11708/? [1:06:32<00:00,  2.93it/s]
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Epoch 0: |          | 11709/? [1:06:33<00:00,  2.93it/s]
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Epoch 0: |          | 11710/? [1:06:33<00:00,  2.93it/s]
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Epoch 0: |          | 11711/? [1:06:33<00:00,  2.93it/s]
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Epoch 0: |          | 11712/? [1:06:34<00:00,  2.93it/s]
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Epoch 0: |          | 11713/? [1:06:34<00:00,  2.93it/s]
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Epoch 0: |          | 11714/? [1:06:34<00:00,  2.93it/s]
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Epoch 0: |          | 11715/? [1:06:35<00:00,  2.93it/s]
Epoch 0: |          | 11715/? [1:06:35<00:00,  2.93it/s]
Epoch 0: |          | 11716/? [1:06:35<00:00,  2.93it/s]
Epoch 0: |          | 11716/? [1:06:35<00:00,  2.93it/s]
Epoch 0: |          | 11717/? [1:06:35<00:00,  2.93it/s]
Epoch 0: |          | 11717/? [1:06:35<00:00,  2.93it/s]
Epoch 0: |          | 11718/? [1:06:35<00:00,  2.93it/s]
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Epoch 0: |          | 11719/? [1:06:36<00:00,  2.93it/s]
Epoch 0: |          | 11719/? [1:06:36<00:00,  2.93it/s]
Epoch 0: |          | 11720/? [1:06:36<00:00,  2.93it/s]
Epoch 0: |          | 11720/? [1:06:36<00:00,  2.93it/s]
Epoch 0: |          | 11721/? [1:06:36<00:00,  2.93it/s]
Epoch 0: |          | 11721/? [1:06:36<00:00,  2.93it/s]
Epoch 0: |          | 11722/? [1:06:37<00:00,  2.93it/s]
Epoch 0: |          | 11722/? [1:06:37<00:00,  2.93it/s]
Epoch 0: |          | 11723/? [1:06:37<00:00,  2.93it/s]
Epoch 0: |          | 11723/? [1:06:37<00:00,  2.93it/s]
Epoch 0: |          | 11724/? [1:06:37<00:00,  2.93it/s]
Epoch 0: |          | 11724/? [1:06:37<00:00,  2.93it/s]
Epoch 0: |          | 11725/? [1:06:38<00:00,  2.93it/s]
Epoch 0: |          | 11725/? [1:06:38<00:00,  2.93it/s]
Epoch 0: |          | 11726/? [1:06:38<00:00,  2.93it/s]
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Epoch 0: |          | 11727/? [1:06:38<00:00,  2.93it/s]
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Epoch 0: |          | 11728/? [1:06:39<00:00,  2.93it/s]
Epoch 0: |          | 11728/? [1:06:39<00:00,  2.93it/s]
Epoch 0: |          | 11729/? [1:06:39<00:00,  2.93it/s]
Epoch 0: |          | 11729/? [1:06:39<00:00,  2.93it/s]
Epoch 0: |          | 11730/? [1:06:39<00:00,  2.93it/s]
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Epoch 0: |          | 11731/? [1:06:40<00:00,  2.93it/s]
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Epoch 0: |          | 11732/? [1:06:40<00:00,  2.93it/s]
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Epoch 0: |          | 11733/? [1:06:40<00:00,  2.93it/s]
Epoch 0: |          | 11733/? [1:06:40<00:00,  2.93it/s]
Epoch 0: |          | 11734/? [1:06:41<00:00,  2.93it/s]
Epoch 0: |          | 11734/? [1:06:41<00:00,  2.93it/s]
Epoch 0: |          | 11735/? [1:06:41<00:00,  2.93it/s]
Epoch 0: |          | 11735/? [1:06:41<00:00,  2.93it/s]
Epoch 0: |          | 11736/? [1:06:41<00:00,  2.93it/s]
Epoch 0: |          | 11736/? [1:06:41<00:00,  2.93it/s]
Epoch 0: |          | 11737/? [1:06:42<00:00,  2.93it/s]
Epoch 0: |          | 11737/? [1:06:42<00:00,  2.93it/s]
Epoch 0: |          | 11738/? [1:06:42<00:00,  2.93it/s]
Epoch 0: |          | 11738/? [1:06:42<00:00,  2.93it/s]
Epoch 0: |          | 11739/? [1:06:42<00:00,  2.93it/s]
Epoch 0: |          | 11739/? [1:06:42<00:00,  2.93it/s]
Epoch 0: |          | 11740/? [1:06:43<00:00,  2.93it/s]
Epoch 0: |          | 11740/? [1:06:43<00:00,  2.93it/s]
Epoch 0: |          | 11741/? [1:06:43<00:00,  2.93it/s]
Epoch 0: |          | 11741/? [1:06:43<00:00,  2.93it/s]
Epoch 0: |          | 11742/? [1:06:43<00:00,  2.93it/s]
Epoch 0: |          | 11742/? [1:06:43<00:00,  2.93it/s]
Epoch 0: |          | 11743/? [1:06:44<00:00,  2.93it/s]
Epoch 0: |          | 11743/? [1:06:44<00:00,  2.93it/s]
Epoch 0: |          | 11744/? [1:06:44<00:00,  2.93it/s]
Epoch 0: |          | 11744/? [1:06:44<00:00,  2.93it/s]
Epoch 0: |          | 11745/? [1:06:44<00:00,  2.93it/s]
Epoch 0: |          | 11745/? [1:06:44<00:00,  2.93it/s]
Epoch 0: |          | 11746/? [1:06:45<00:00,  2.93it/s]
Epoch 0: |          | 11746/? [1:06:45<00:00,  2.93it/s]
Epoch 0: |          | 11747/? [1:06:45<00:00,  2.93it/s]
Epoch 0: |          | 11747/? [1:06:45<00:00,  2.93it/s]
Epoch 0: |          | 11748/? [1:06:45<00:00,  2.93it/s]
Epoch 0: |          | 11748/? [1:06:45<00:00,  2.93it/s]
Epoch 0: |          | 11749/? [1:06:46<00:00,  2.93it/s]
Epoch 0: |          | 11749/? [1:06:46<00:00,  2.93it/s]
Epoch 0: |          | 11750/? [1:06:46<00:00,  2.93it/s]
Epoch 0: |          | 11750/? [1:06:46<00:00,  2.93it/s]
Epoch 0: |          | 11751/? [1:06:46<00:00,  2.93it/s]
Epoch 0: |          | 11751/? [1:06:46<00:00,  2.93it/s]
Epoch 0: |          | 11752/? [1:06:47<00:00,  2.93it/s]
Epoch 0: |          | 11752/? [1:06:47<00:00,  2.93it/s]
Epoch 0: |          | 11753/? [1:06:47<00:00,  2.93it/s]
Epoch 0: |          | 11753/? [1:06:47<00:00,  2.93it/s]
Epoch 0: |          | 11754/? [1:06:47<00:00,  2.93it/s]
Epoch 0: |          | 11754/? [1:06:47<00:00,  2.93it/s]
Epoch 0: |          | 11755/? [1:06:48<00:00,  2.93it/s]
Epoch 0: |          | 11755/? [1:06:48<00:00,  2.93it/s]
Epoch 0: |          | 11756/? [1:06:48<00:00,  2.93it/s]
Epoch 0: |          | 11756/? [1:06:48<00:00,  2.93it/s]
Epoch 0: |          | 11757/? [1:06:48<00:00,  2.93it/s]
Epoch 0: |          | 11757/? [1:06:48<00:00,  2.93it/s]
Epoch 0: |          | 11758/? [1:06:49<00:00,  2.93it/s]
Epoch 0: |          | 11758/? [1:06:49<00:00,  2.93it/s]
Epoch 0: |          | 11759/? [1:06:49<00:00,  2.93it/s]
Epoch 0: |          | 11759/? [1:06:49<00:00,  2.93it/s]
Epoch 0: |          | 11760/? [1:06:49<00:00,  2.93it/s]
Epoch 0: |          | 11760/? [1:06:49<00:00,  2.93it/s]
Epoch 0: |          | 11761/? [1:06:50<00:00,  2.93it/s]
Epoch 0: |          | 11761/? [1:06:50<00:00,  2.93it/s]
Epoch 0: |          | 11762/? [1:06:50<00:00,  2.93it/s]
Epoch 0: |          | 11762/? [1:06:50<00:00,  2.93it/s]
Epoch 0: |          | 11763/? [1:06:50<00:00,  2.93it/s]
Epoch 0: |          | 11763/? [1:06:50<00:00,  2.93it/s]
Epoch 0: |          | 11764/? [1:06:51<00:00,  2.93it/s]
Epoch 0: |          | 11764/? [1:06:51<00:00,  2.93it/s]
Epoch 0: |          | 11765/? [1:06:51<00:00,  2.93it/s]
Epoch 0: |          | 11765/? [1:06:51<00:00,  2.93it/s]
Epoch 0: |          | 11766/? [1:06:51<00:00,  2.93it/s]
Epoch 0: |          | 11766/? [1:06:51<00:00,  2.93it/s]
Epoch 0: |          | 11767/? [1:06:52<00:00,  2.93it/s]
Epoch 0: |          | 11767/? [1:06:52<00:00,  2.93it/s]
Epoch 0: |          | 11768/? [1:06:52<00:00,  2.93it/s]
Epoch 0: |          | 11768/? [1:06:52<00:00,  2.93it/s]
Epoch 0: |          | 11769/? [1:06:52<00:00,  2.93it/s]
Epoch 0: |          | 11769/? [1:06:52<00:00,  2.93it/s]
Epoch 0: |          | 11770/? [1:06:53<00:00,  2.93it/s]
Epoch 0: |          | 11770/? [1:06:53<00:00,  2.93it/s]
Epoch 0: |          | 11771/? [1:06:53<00:00,  2.93it/s]
Epoch 0: |          | 11771/? [1:06:53<00:00,  2.93it/s]
Epoch 0: |          | 11772/? [1:06:53<00:00,  2.93it/s]
Epoch 0: |          | 11772/? [1:06:53<00:00,  2.93it/s]
Epoch 0: |          | 11773/? [1:06:54<00:00,  2.93it/s]
Epoch 0: |          | 11773/? [1:06:54<00:00,  2.93it/s]
Epoch 0: |          | 11774/? [1:06:54<00:00,  2.93it/s]
Epoch 0: |          | 11774/? [1:06:54<00:00,  2.93it/s]
Epoch 0: |          | 11775/? [1:06:54<00:00,  2.93it/s]
Epoch 0: |          | 11775/? [1:06:54<00:00,  2.93it/s]
Epoch 0: |          | 11776/? [1:06:55<00:00,  2.93it/s]
Epoch 0: |          | 11776/? [1:06:55<00:00,  2.93it/s]
Epoch 0: |          | 11777/? [1:06:55<00:00,  2.93it/s]
Epoch 0: |          | 11777/? [1:06:55<00:00,  2.93it/s]
Epoch 0: |          | 11778/? [1:06:55<00:00,  2.93it/s]
Epoch 0: |          | 11778/? [1:06:55<00:00,  2.93it/s]
Epoch 0: |          | 11779/? [1:06:55<00:00,  2.93it/s]
Epoch 0: |          | 11779/? [1:06:55<00:00,  2.93it/s]
Epoch 0: |          | 11780/? [1:06:56<00:00,  2.93it/s]
Epoch 0: |          | 11780/? [1:06:56<00:00,  2.93it/s]
Epoch 0: |          | 11781/? [1:06:56<00:00,  2.93it/s]
Epoch 0: |          | 11781/? [1:06:56<00:00,  2.93it/s]
Epoch 0: |          | 11782/? [1:06:56<00:00,  2.93it/s]
Epoch 0: |          | 11782/? [1:06:56<00:00,  2.93it/s]
Epoch 0: |          | 11783/? [1:06:57<00:00,  2.93it/s]
Epoch 0: |          | 11783/? [1:06:57<00:00,  2.93it/s]
Epoch 0: |          | 11784/? [1:06:57<00:00,  2.93it/s]
Epoch 0: |          | 11784/? [1:06:57<00:00,  2.93it/s]
Epoch 0: |          | 11785/? [1:06:57<00:00,  2.93it/s]
Epoch 0: |          | 11785/? [1:06:57<00:00,  2.93it/s]
Epoch 0: |          | 11786/? [1:06:58<00:00,  2.93it/s]
Epoch 0: |          | 11786/? [1:06:58<00:00,  2.93it/s]
Epoch 0: |          | 11787/? [1:06:58<00:00,  2.93it/s]
Epoch 0: |          | 11787/? [1:06:58<00:00,  2.93it/s]
Epoch 0: |          | 11788/? [1:06:58<00:00,  2.93it/s]
Epoch 0: |          | 11788/? [1:06:58<00:00,  2.93it/s]
Epoch 0: |          | 11789/? [1:06:59<00:00,  2.93it/s]
Epoch 0: |          | 11789/? [1:06:59<00:00,  2.93it/s]
Epoch 0: |          | 11790/? [1:06:59<00:00,  2.93it/s]
Epoch 0: |          | 11790/? [1:06:59<00:00,  2.93it/s]
Epoch 0: |          | 11791/? [1:06:59<00:00,  2.93it/s]
Epoch 0: |          | 11791/? [1:06:59<00:00,  2.93it/s]
Epoch 0: |          | 11792/? [1:07:00<00:00,  2.93it/s]
Epoch 0: |          | 11792/? [1:07:00<00:00,  2.93it/s]
Epoch 0: |          | 11793/? [1:07:00<00:00,  2.93it/s]
Epoch 0: |          | 11793/? [1:07:00<00:00,  2.93it/s]
Epoch 0: |          | 11794/? [1:07:00<00:00,  2.93it/s]
Epoch 0: |          | 11794/? [1:07:00<00:00,  2.93it/s]
Epoch 0: |          | 11795/? [1:07:01<00:00,  2.93it/s]
Epoch 0: |          | 11795/? [1:07:01<00:00,  2.93it/s]
Epoch 0: |          | 11796/? [1:07:01<00:00,  2.93it/s]
Epoch 0: |          | 11796/? [1:07:01<00:00,  2.93it/s]
Epoch 0: |          | 11797/? [1:07:01<00:00,  2.93it/s]
Epoch 0: |          | 11797/? [1:07:01<00:00,  2.93it/s]
Epoch 0: |          | 11798/? [1:07:02<00:00,  2.93it/s]
Epoch 0: |          | 11798/? [1:07:02<00:00,  2.93it/s]
Epoch 0: |          | 11799/? [1:07:02<00:00,  2.93it/s]
Epoch 0: |          | 11799/? [1:07:02<00:00,  2.93it/s]
Epoch 0: |          | 11800/? [1:07:02<00:00,  2.93it/s]
Epoch 0: |          | 11800/? [1:07:02<00:00,  2.93it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.69it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.41it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.96it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.54it/s]

Epoch 0: |          | 11800/? [1:07:03<00:00,  2.93it/s]
Epoch 0: |          | 11801/? [1:07:03<00:00,  2.93it/s]
Epoch 0: |          | 11801/? [1:07:03<00:00,  2.93it/s]
Epoch 0: |          | 11802/? [1:07:03<00:00,  2.93it/s]
Epoch 0: |          | 11802/? [1:07:03<00:00,  2.93it/s]
Epoch 0: |          | 11803/? [1:07:04<00:00,  2.93it/s]
Epoch 0: |          | 11803/? [1:07:04<00:00,  2.93it/s]
Epoch 0: |          | 11804/? [1:07:04<00:00,  2.93it/s]
Epoch 0: |          | 11804/? [1:07:04<00:00,  2.93it/s]
Epoch 0: |          | 11805/? [1:07:04<00:00,  2.93it/s]
Epoch 0: |          | 11805/? [1:07:04<00:00,  2.93it/s]
Epoch 0: |          | 11806/? [1:07:05<00:00,  2.93it/s]
Epoch 0: |          | 11806/? [1:07:05<00:00,  2.93it/s]
Epoch 0: |          | 11807/? [1:07:05<00:00,  2.93it/s]
Epoch 0: |          | 11807/? [1:07:05<00:00,  2.93it/s]
Epoch 0: |          | 11808/? [1:07:05<00:00,  2.93it/s]
Epoch 0: |          | 11808/? [1:07:05<00:00,  2.93it/s]
Epoch 0: |          | 11809/? [1:07:06<00:00,  2.93it/s]
Epoch 0: |          | 11809/? [1:07:06<00:00,  2.93it/s]
Epoch 0: |          | 11810/? [1:07:06<00:00,  2.93it/s]
Epoch 0: |          | 11810/? [1:07:06<00:00,  2.93it/s]
Epoch 0: |          | 11811/? [1:07:06<00:00,  2.93it/s]
Epoch 0: |          | 11811/? [1:07:06<00:00,  2.93it/s]
Epoch 0: |          | 11812/? [1:07:07<00:00,  2.93it/s]
Epoch 0: |          | 11812/? [1:07:07<00:00,  2.93it/s]
Epoch 0: |          | 11813/? [1:07:07<00:00,  2.93it/s]
Epoch 0: |          | 11813/? [1:07:07<00:00,  2.93it/s]
Epoch 0: |          | 11814/? [1:07:07<00:00,  2.93it/s]
Epoch 0: |          | 11814/? [1:07:07<00:00,  2.93it/s]
Epoch 0: |          | 11815/? [1:07:08<00:00,  2.93it/s]
Epoch 0: |          | 11815/? [1:07:08<00:00,  2.93it/s]
Epoch 0: |          | 11816/? [1:07:08<00:00,  2.93it/s]
Epoch 0: |          | 11816/? [1:07:08<00:00,  2.93it/s]
Epoch 0: |          | 11817/? [1:07:08<00:00,  2.93it/s]
Epoch 0: |          | 11817/? [1:07:08<00:00,  2.93it/s]
Epoch 0: |          | 11818/? [1:07:09<00:00,  2.93it/s]
Epoch 0: |          | 11818/? [1:07:09<00:00,  2.93it/s]
Epoch 0: |          | 11819/? [1:07:09<00:00,  2.93it/s]
Epoch 0: |          | 11819/? [1:07:09<00:00,  2.93it/s]
Epoch 0: |          | 11820/? [1:07:09<00:00,  2.93it/s]
Epoch 0: |          | 11820/? [1:07:09<00:00,  2.93it/s]
Epoch 0: |          | 11821/? [1:07:10<00:00,  2.93it/s]
Epoch 0: |          | 11821/? [1:07:10<00:00,  2.93it/s]
Epoch 0: |          | 11822/? [1:07:10<00:00,  2.93it/s]
Epoch 0: |          | 11822/? [1:07:10<00:00,  2.93it/s]
Epoch 0: |          | 11823/? [1:07:10<00:00,  2.93it/s]
Epoch 0: |          | 11823/? [1:07:10<00:00,  2.93it/s]
Epoch 0: |          | 11824/? [1:07:11<00:00,  2.93it/s]
Epoch 0: |          | 11824/? [1:07:11<00:00,  2.93it/s]
Epoch 0: |          | 11825/? [1:07:11<00:00,  2.93it/s]
Epoch 0: |          | 11825/? [1:07:11<00:00,  2.93it/s]
Epoch 0: |          | 11826/? [1:07:11<00:00,  2.93it/s]
Epoch 0: |          | 11826/? [1:07:11<00:00,  2.93it/s]
Epoch 0: |          | 11827/? [1:07:11<00:00,  2.93it/s]
Epoch 0: |          | 11827/? [1:07:11<00:00,  2.93it/s]
Epoch 0: |          | 11828/? [1:07:12<00:00,  2.93it/s]
Epoch 0: |          | 11828/? [1:07:12<00:00,  2.93it/s]
Epoch 0: |          | 11829/? [1:07:12<00:00,  2.93it/s]
Epoch 0: |          | 11829/? [1:07:12<00:00,  2.93it/s]
Epoch 0: |          | 11830/? [1:07:12<00:00,  2.93it/s]
Epoch 0: |          | 11830/? [1:07:12<00:00,  2.93it/s]
Epoch 0: |          | 11831/? [1:07:13<00:00,  2.93it/s]
Epoch 0: |          | 11831/? [1:07:13<00:00,  2.93it/s]
Epoch 0: |          | 11832/? [1:07:13<00:00,  2.93it/s]
Epoch 0: |          | 11832/? [1:07:13<00:00,  2.93it/s]
Epoch 0: |          | 11833/? [1:07:13<00:00,  2.93it/s]
Epoch 0: |          | 11833/? [1:07:13<00:00,  2.93it/s]
Epoch 0: |          | 11834/? [1:07:14<00:00,  2.93it/s]
Epoch 0: |          | 11834/? [1:07:14<00:00,  2.93it/s]
Epoch 0: |          | 11835/? [1:07:14<00:00,  2.93it/s]
Epoch 0: |          | 11835/? [1:07:14<00:00,  2.93it/s]
Epoch 0: |          | 11836/? [1:07:14<00:00,  2.93it/s]
Epoch 0: |          | 11836/? [1:07:14<00:00,  2.93it/s]
Epoch 0: |          | 11837/? [1:07:15<00:00,  2.93it/s]
Epoch 0: |          | 11837/? [1:07:15<00:00,  2.93it/s]
Epoch 0: |          | 11838/? [1:07:15<00:00,  2.93it/s]
Epoch 0: |          | 11838/? [1:07:15<00:00,  2.93it/s]
Epoch 0: |          | 11839/? [1:07:15<00:00,  2.93it/s]
Epoch 0: |          | 11839/? [1:07:15<00:00,  2.93it/s]
Epoch 0: |          | 11840/? [1:07:16<00:00,  2.93it/s]
Epoch 0: |          | 11840/? [1:07:16<00:00,  2.93it/s]
Epoch 0: |          | 11841/? [1:07:16<00:00,  2.93it/s]
Epoch 0: |          | 11841/? [1:07:16<00:00,  2.93it/s]
Epoch 0: |          | 11842/? [1:07:16<00:00,  2.93it/s]
Epoch 0: |          | 11842/? [1:07:16<00:00,  2.93it/s]
Epoch 0: |          | 11843/? [1:07:17<00:00,  2.93it/s]
Epoch 0: |          | 11843/? [1:07:17<00:00,  2.93it/s]
Epoch 0: |          | 11844/? [1:07:17<00:00,  2.93it/s]
Epoch 0: |          | 11844/? [1:07:17<00:00,  2.93it/s]
Epoch 0: |          | 11845/? [1:07:17<00:00,  2.93it/s]
Epoch 0: |          | 11845/? [1:07:17<00:00,  2.93it/s]
Epoch 0: |          | 11846/? [1:07:18<00:00,  2.93it/s]
Epoch 0: |          | 11846/? [1:07:18<00:00,  2.93it/s]
Epoch 0: |          | 11847/? [1:07:18<00:00,  2.93it/s]
Epoch 0: |          | 11847/? [1:07:18<00:00,  2.93it/s]
Epoch 0: |          | 11848/? [1:07:18<00:00,  2.93it/s]
Epoch 0: |          | 11848/? [1:07:18<00:00,  2.93it/s]
Epoch 0: |          | 11849/? [1:07:19<00:00,  2.93it/s]
Epoch 0: |          | 11849/? [1:07:19<00:00,  2.93it/s]
Epoch 0: |          | 11850/? [1:07:19<00:00,  2.93it/s]
Epoch 0: |          | 11850/? [1:07:19<00:00,  2.93it/s]
Epoch 0: |          | 11851/? [1:07:19<00:00,  2.93it/s]
Epoch 0: |          | 11851/? [1:07:19<00:00,  2.93it/s]
Epoch 0: |          | 11852/? [1:07:20<00:00,  2.93it/s]
Epoch 0: |          | 11852/? [1:07:20<00:00,  2.93it/s]
Epoch 0: |          | 11853/? [1:07:20<00:00,  2.93it/s]
Epoch 0: |          | 11853/? [1:07:20<00:00,  2.93it/s]
Epoch 0: |          | 11854/? [1:07:20<00:00,  2.93it/s]
Epoch 0: |          | 11854/? [1:07:20<00:00,  2.93it/s]
Epoch 0: |          | 11855/? [1:07:21<00:00,  2.93it/s]
Epoch 0: |          | 11855/? [1:07:21<00:00,  2.93it/s]
Epoch 0: |          | 11856/? [1:07:21<00:00,  2.93it/s]
Epoch 0: |          | 11856/? [1:07:21<00:00,  2.93it/s]
Epoch 0: |          | 11857/? [1:07:21<00:00,  2.93it/s]
Epoch 0: |          | 11857/? [1:07:21<00:00,  2.93it/s]
Epoch 0: |          | 11858/? [1:07:22<00:00,  2.93it/s]
Epoch 0: |          | 11858/? [1:07:22<00:00,  2.93it/s]
Epoch 0: |          | 11859/? [1:07:22<00:00,  2.93it/s]
Epoch 0: |          | 11859/? [1:07:22<00:00,  2.93it/s]
Epoch 0: |          | 11860/? [1:07:22<00:00,  2.93it/s]
Epoch 0: |          | 11860/? [1:07:22<00:00,  2.93it/s]
Epoch 0: |          | 11861/? [1:07:23<00:00,  2.93it/s]
Epoch 0: |          | 11861/? [1:07:23<00:00,  2.93it/s]
Epoch 0: |          | 11862/? [1:07:23<00:00,  2.93it/s]
Epoch 0: |          | 11862/? [1:07:23<00:00,  2.93it/s]
Epoch 0: |          | 11863/? [1:07:23<00:00,  2.93it/s]
Epoch 0: |          | 11863/? [1:07:23<00:00,  2.93it/s]
Epoch 0: |          | 11864/? [1:07:24<00:00,  2.93it/s]
Epoch 0: |          | 11864/? [1:07:24<00:00,  2.93it/s]
Epoch 0: |          | 11865/? [1:07:24<00:00,  2.93it/s]
Epoch 0: |          | 11865/? [1:07:24<00:00,  2.93it/s]
Epoch 0: |          | 11866/? [1:07:24<00:00,  2.93it/s]
Epoch 0: |          | 11866/? [1:07:24<00:00,  2.93it/s]
Epoch 0: |          | 11867/? [1:07:25<00:00,  2.93it/s]
Epoch 0: |          | 11867/? [1:07:25<00:00,  2.93it/s]
Epoch 0: |          | 11868/? [1:07:25<00:00,  2.93it/s]
Epoch 0: |          | 11868/? [1:07:25<00:00,  2.93it/s]
Epoch 0: |          | 11869/? [1:07:25<00:00,  2.93it/s]
Epoch 0: |          | 11869/? [1:07:25<00:00,  2.93it/s]
Epoch 0: |          | 11870/? [1:07:26<00:00,  2.93it/s]
Epoch 0: |          | 11870/? [1:07:26<00:00,  2.93it/s]
Epoch 0: |          | 11871/? [1:07:26<00:00,  2.93it/s]
Epoch 0: |          | 11871/? [1:07:26<00:00,  2.93it/s]
Epoch 0: |          | 11872/? [1:07:26<00:00,  2.93it/s]
Epoch 0: |          | 11872/? [1:07:26<00:00,  2.93it/s]
Epoch 0: |          | 11873/? [1:07:27<00:00,  2.93it/s]
Epoch 0: |          | 11873/? [1:07:27<00:00,  2.93it/s]
Epoch 0: |          | 11874/? [1:07:27<00:00,  2.93it/s]
Epoch 0: |          | 11874/? [1:07:27<00:00,  2.93it/s]
Epoch 0: |          | 11875/? [1:07:27<00:00,  2.93it/s]
Epoch 0: |          | 11875/? [1:07:27<00:00,  2.93it/s]
Epoch 0: |          | 11876/? [1:07:28<00:00,  2.93it/s]
Epoch 0: |          | 11876/? [1:07:28<00:00,  2.93it/s]
Epoch 0: |          | 11877/? [1:07:28<00:00,  2.93it/s]
Epoch 0: |          | 11877/? [1:07:28<00:00,  2.93it/s]
Epoch 0: |          | 11878/? [1:07:28<00:00,  2.93it/s]
Epoch 0: |          | 11878/? [1:07:28<00:00,  2.93it/s]
Epoch 0: |          | 11879/? [1:07:29<00:00,  2.93it/s]
Epoch 0: |          | 11879/? [1:07:29<00:00,  2.93it/s]
Epoch 0: |          | 11880/? [1:07:29<00:00,  2.93it/s]
Epoch 0: |          | 11880/? [1:07:29<00:00,  2.93it/s]
Epoch 0: |          | 11881/? [1:07:29<00:00,  2.93it/s]
Epoch 0: |          | 11881/? [1:07:29<00:00,  2.93it/s]
Epoch 0: |          | 11882/? [1:07:30<00:00,  2.93it/s]
Epoch 0: |          | 11882/? [1:07:30<00:00,  2.93it/s]
Epoch 0: |          | 11883/? [1:07:30<00:00,  2.93it/s]
Epoch 0: |          | 11883/? [1:07:30<00:00,  2.93it/s]
Epoch 0: |          | 11884/? [1:07:30<00:00,  2.93it/s]
Epoch 0: |          | 11884/? [1:07:30<00:00,  2.93it/s]
Epoch 0: |          | 11885/? [1:07:31<00:00,  2.93it/s]
Epoch 0: |          | 11885/? [1:07:31<00:00,  2.93it/s]
Epoch 0: |          | 11886/? [1:07:31<00:00,  2.93it/s]
Epoch 0: |          | 11886/? [1:07:31<00:00,  2.93it/s]
Epoch 0: |          | 11887/? [1:07:31<00:00,  2.93it/s]
Epoch 0: |          | 11887/? [1:07:31<00:00,  2.93it/s]
Epoch 0: |          | 11888/? [1:07:32<00:00,  2.93it/s]
Epoch 0: |          | 11888/? [1:07:32<00:00,  2.93it/s]
Epoch 0: |          | 11889/? [1:07:32<00:00,  2.93it/s]
Epoch 0: |          | 11889/? [1:07:32<00:00,  2.93it/s]
Epoch 0: |          | 11890/? [1:07:32<00:00,  2.93it/s]
Epoch 0: |          | 11890/? [1:07:32<00:00,  2.93it/s]
Epoch 0: |          | 11891/? [1:07:33<00:00,  2.93it/s]
Epoch 0: |          | 11891/? [1:07:33<00:00,  2.93it/s]
Epoch 0: |          | 11892/? [1:07:33<00:00,  2.93it/s]
Epoch 0: |          | 11892/? [1:07:33<00:00,  2.93it/s]
Epoch 0: |          | 11893/? [1:07:33<00:00,  2.93it/s]
Epoch 0: |          | 11893/? [1:07:33<00:00,  2.93it/s]
Epoch 0: |          | 11894/? [1:07:34<00:00,  2.93it/s]
Epoch 0: |          | 11894/? [1:07:34<00:00,  2.93it/s]
Epoch 0: |          | 11895/? [1:07:34<00:00,  2.93it/s]
Epoch 0: |          | 11895/? [1:07:34<00:00,  2.93it/s]
Epoch 0: |          | 11896/? [1:07:34<00:00,  2.93it/s]
Epoch 0: |          | 11896/? [1:07:34<00:00,  2.93it/s]
Epoch 0: |          | 11897/? [1:07:35<00:00,  2.93it/s]
Epoch 0: |          | 11897/? [1:07:35<00:00,  2.93it/s]
Epoch 0: |          | 11898/? [1:07:35<00:00,  2.93it/s]
Epoch 0: |          | 11898/? [1:07:35<00:00,  2.93it/s]
Epoch 0: |          | 11899/? [1:07:35<00:00,  2.93it/s]
Epoch 0: |          | 11899/? [1:07:35<00:00,  2.93it/s]
Epoch 0: |          | 11900/? [1:07:36<00:00,  2.93it/s]
Epoch 0: |          | 11900/? [1:07:36<00:00,  2.93it/s]
Epoch 0: |          | 11901/? [1:07:36<00:00,  2.93it/s]
Epoch 0: |          | 11901/? [1:07:36<00:00,  2.93it/s]
Epoch 0: |          | 11902/? [1:07:36<00:00,  2.93it/s]
Epoch 0: |          | 11902/? [1:07:36<00:00,  2.93it/s]
Epoch 0: |          | 11903/? [1:07:37<00:00,  2.93it/s]
Epoch 0: |          | 11903/? [1:07:37<00:00,  2.93it/s]
Epoch 0: |          | 11904/? [1:07:37<00:00,  2.93it/s]
Epoch 0: |          | 11904/? [1:07:37<00:00,  2.93it/s]
Epoch 0: |          | 11905/? [1:07:37<00:00,  2.93it/s]
Epoch 0: |          | 11905/? [1:07:37<00:00,  2.93it/s]
Epoch 0: |          | 11906/? [1:07:38<00:00,  2.93it/s]
Epoch 0: |          | 11906/? [1:07:38<00:00,  2.93it/s]
Epoch 0: |          | 11907/? [1:07:38<00:00,  2.93it/s]
Epoch 0: |          | 11907/? [1:07:38<00:00,  2.93it/s]
Epoch 0: |          | 11908/? [1:07:38<00:00,  2.93it/s]
Epoch 0: |          | 11908/? [1:07:38<00:00,  2.93it/s]
Epoch 0: |          | 11909/? [1:07:39<00:00,  2.93it/s]
Epoch 0: |          | 11909/? [1:07:39<00:00,  2.93it/s]
Epoch 0: |          | 11910/? [1:07:39<00:00,  2.93it/s]
Epoch 0: |          | 11910/? [1:07:39<00:00,  2.93it/s]
Epoch 0: |          | 11911/? [1:07:39<00:00,  2.93it/s]
Epoch 0: |          | 11911/? [1:07:39<00:00,  2.93it/s]
Epoch 0: |          | 11912/? [1:07:40<00:00,  2.93it/s]
Epoch 0: |          | 11912/? [1:07:40<00:00,  2.93it/s]
Epoch 0: |          | 11913/? [1:07:40<00:00,  2.93it/s]
Epoch 0: |          | 11913/? [1:07:40<00:00,  2.93it/s]
Epoch 0: |          | 11914/? [1:07:40<00:00,  2.93it/s]
Epoch 0: |          | 11914/? [1:07:40<00:00,  2.93it/s]
Epoch 0: |          | 11915/? [1:07:41<00:00,  2.93it/s]
Epoch 0: |          | 11915/? [1:07:41<00:00,  2.93it/s]
Epoch 0: |          | 11916/? [1:07:41<00:00,  2.93it/s]
Epoch 0: |          | 11916/? [1:07:41<00:00,  2.93it/s]
Epoch 0: |          | 11917/? [1:07:41<00:00,  2.93it/s]
Epoch 0: |          | 11917/? [1:07:41<00:00,  2.93it/s]
Epoch 0: |          | 11918/? [1:07:41<00:00,  2.93it/s]
Epoch 0: |          | 11918/? [1:07:41<00:00,  2.93it/s]
Epoch 0: |          | 11919/? [1:07:42<00:00,  2.93it/s]
Epoch 0: |          | 11919/? [1:07:42<00:00,  2.93it/s]
Epoch 0: |          | 11920/? [1:07:42<00:00,  2.93it/s]
Epoch 0: |          | 11920/? [1:07:42<00:00,  2.93it/s]
Epoch 0: |          | 11921/? [1:07:42<00:00,  2.93it/s]
Epoch 0: |          | 11921/? [1:07:42<00:00,  2.93it/s]
Epoch 0: |          | 11922/? [1:07:43<00:00,  2.93it/s]
Epoch 0: |          | 11922/? [1:07:43<00:00,  2.93it/s]
Epoch 0: |          | 11923/? [1:07:43<00:00,  2.93it/s]
Epoch 0: |          | 11923/? [1:07:43<00:00,  2.93it/s]
Epoch 0: |          | 11924/? [1:07:43<00:00,  2.93it/s]
Epoch 0: |          | 11924/? [1:07:43<00:00,  2.93it/s]
Epoch 0: |          | 11925/? [1:07:44<00:00,  2.93it/s]
Epoch 0: |          | 11925/? [1:07:44<00:00,  2.93it/s]
Epoch 0: |          | 11926/? [1:07:44<00:00,  2.93it/s]
Epoch 0: |          | 11926/? [1:07:44<00:00,  2.93it/s]
Epoch 0: |          | 11927/? [1:07:44<00:00,  2.93it/s]
Epoch 0: |          | 11927/? [1:07:44<00:00,  2.93it/s]
Epoch 0: |          | 11928/? [1:07:45<00:00,  2.93it/s]
Epoch 0: |          | 11928/? [1:07:45<00:00,  2.93it/s]
Epoch 0: |          | 11929/? [1:07:45<00:00,  2.93it/s]
Epoch 0: |          | 11929/? [1:07:45<00:00,  2.93it/s]
Epoch 0: |          | 11930/? [1:07:45<00:00,  2.93it/s]
Epoch 0: |          | 11930/? [1:07:45<00:00,  2.93it/s]
Epoch 0: |          | 11931/? [1:07:46<00:00,  2.93it/s]
Epoch 0: |          | 11931/? [1:07:46<00:00,  2.93it/s]
Epoch 0: |          | 11932/? [1:07:46<00:00,  2.93it/s]
Epoch 0: |          | 11932/? [1:07:46<00:00,  2.93it/s]
Epoch 0: |          | 11933/? [1:07:46<00:00,  2.93it/s]
Epoch 0: |          | 11933/? [1:07:46<00:00,  2.93it/s]
Epoch 0: |          | 11934/? [1:07:47<00:00,  2.93it/s]
Epoch 0: |          | 11934/? [1:07:47<00:00,  2.93it/s]
Epoch 0: |          | 11935/? [1:07:47<00:00,  2.93it/s]
Epoch 0: |          | 11935/? [1:07:47<00:00,  2.93it/s]
Epoch 0: |          | 11936/? [1:07:47<00:00,  2.93it/s]
Epoch 0: |          | 11936/? [1:07:47<00:00,  2.93it/s]
Epoch 0: |          | 11937/? [1:07:48<00:00,  2.93it/s]
Epoch 0: |          | 11937/? [1:07:48<00:00,  2.93it/s]
Epoch 0: |          | 11938/? [1:07:48<00:00,  2.93it/s]
Epoch 0: |          | 11938/? [1:07:48<00:00,  2.93it/s]
Epoch 0: |          | 11939/? [1:07:48<00:00,  2.93it/s]
Epoch 0: |          | 11939/? [1:07:48<00:00,  2.93it/s]
Epoch 0: |          | 11940/? [1:07:49<00:00,  2.93it/s]
Epoch 0: |          | 11940/? [1:07:49<00:00,  2.93it/s]
Epoch 0: |          | 11941/? [1:07:49<00:00,  2.93it/s]
Epoch 0: |          | 11941/? [1:07:49<00:00,  2.93it/s]
Epoch 0: |          | 11942/? [1:07:49<00:00,  2.93it/s]
Epoch 0: |          | 11942/? [1:07:49<00:00,  2.93it/s]
Epoch 0: |          | 11943/? [1:07:50<00:00,  2.93it/s]
Epoch 0: |          | 11943/? [1:07:50<00:00,  2.93it/s]
Epoch 0: |          | 11944/? [1:07:50<00:00,  2.93it/s]
Epoch 0: |          | 11944/? [1:07:50<00:00,  2.93it/s]
Epoch 0: |          | 11945/? [1:07:50<00:00,  2.93it/s]
Epoch 0: |          | 11945/? [1:07:50<00:00,  2.93it/s]
Epoch 0: |          | 11946/? [1:07:51<00:00,  2.93it/s]
Epoch 0: |          | 11946/? [1:07:51<00:00,  2.93it/s]
Epoch 0: |          | 11947/? [1:07:51<00:00,  2.93it/s]
Epoch 0: |          | 11947/? [1:07:51<00:00,  2.93it/s]
Epoch 0: |          | 11948/? [1:07:51<00:00,  2.93it/s]
Epoch 0: |          | 11948/? [1:07:51<00:00,  2.93it/s]
Epoch 0: |          | 11949/? [1:07:52<00:00,  2.93it/s]
Epoch 0: |          | 11949/? [1:07:52<00:00,  2.93it/s]
Epoch 0: |          | 11950/? [1:07:52<00:00,  2.93it/s]
Epoch 0: |          | 11950/? [1:07:52<00:00,  2.93it/s]
Epoch 0: |          | 11951/? [1:07:52<00:00,  2.93it/s]
Epoch 0: |          | 11951/? [1:07:52<00:00,  2.93it/s]
Epoch 0: |          | 11952/? [1:07:53<00:00,  2.93it/s]
Epoch 0: |          | 11952/? [1:07:53<00:00,  2.93it/s]
Epoch 0: |          | 11953/? [1:07:53<00:00,  2.93it/s]
Epoch 0: |          | 11953/? [1:07:53<00:00,  2.93it/s]
Epoch 0: |          | 11954/? [1:07:53<00:00,  2.93it/s]
Epoch 0: |          | 11954/? [1:07:53<00:00,  2.93it/s]
Epoch 0: |          | 11955/? [1:07:54<00:00,  2.93it/s]
Epoch 0: |          | 11955/? [1:07:54<00:00,  2.93it/s]
Epoch 0: |          | 11956/? [1:07:54<00:00,  2.93it/s]
Epoch 0: |          | 11956/? [1:07:54<00:00,  2.93it/s]
Epoch 0: |          | 11957/? [1:07:54<00:00,  2.93it/s]
Epoch 0: |          | 11957/? [1:07:54<00:00,  2.93it/s]
Epoch 0: |          | 11958/? [1:07:54<00:00,  2.93it/s]
Epoch 0: |          | 11958/? [1:07:54<00:00,  2.93it/s]
Epoch 0: |          | 11959/? [1:07:55<00:00,  2.93it/s]
Epoch 0: |          | 11959/? [1:07:55<00:00,  2.93it/s]
Epoch 0: |          | 11960/? [1:07:55<00:00,  2.93it/s]
Epoch 0: |          | 11960/? [1:07:55<00:00,  2.93it/s]
Epoch 0: |          | 11961/? [1:07:55<00:00,  2.93it/s]
Epoch 0: |          | 11961/? [1:07:55<00:00,  2.93it/s]
Epoch 0: |          | 11962/? [1:07:56<00:00,  2.93it/s]
Epoch 0: |          | 11962/? [1:07:56<00:00,  2.93it/s]
Epoch 0: |          | 11963/? [1:07:56<00:00,  2.93it/s]
Epoch 0: |          | 11963/? [1:07:56<00:00,  2.93it/s]
Epoch 0: |          | 11964/? [1:07:56<00:00,  2.93it/s]
Epoch 0: |          | 11964/? [1:07:56<00:00,  2.93it/s]
Epoch 0: |          | 11965/? [1:07:57<00:00,  2.93it/s]
Epoch 0: |          | 11965/? [1:07:57<00:00,  2.93it/s]
Epoch 0: |          | 11966/? [1:07:57<00:00,  2.93it/s]
Epoch 0: |          | 11966/? [1:07:57<00:00,  2.93it/s]
Epoch 0: |          | 11967/? [1:07:57<00:00,  2.93it/s]
Epoch 0: |          | 11967/? [1:07:57<00:00,  2.93it/s]
Epoch 0: |          | 11968/? [1:07:58<00:00,  2.93it/s]
Epoch 0: |          | 11968/? [1:07:58<00:00,  2.93it/s]
Epoch 0: |          | 11969/? [1:07:58<00:00,  2.93it/s]
Epoch 0: |          | 11969/? [1:07:58<00:00,  2.93it/s]
Epoch 0: |          | 11970/? [1:07:58<00:00,  2.93it/s]
Epoch 0: |          | 11970/? [1:07:58<00:00,  2.93it/s]
Epoch 0: |          | 11971/? [1:07:59<00:00,  2.93it/s]
Epoch 0: |          | 11971/? [1:07:59<00:00,  2.93it/s]
Epoch 0: |          | 11972/? [1:07:59<00:00,  2.93it/s]
Epoch 0: |          | 11972/? [1:07:59<00:00,  2.93it/s]
Epoch 0: |          | 11973/? [1:07:59<00:00,  2.93it/s]
Epoch 0: |          | 11973/? [1:07:59<00:00,  2.93it/s]
Epoch 0: |          | 11974/? [1:08:00<00:00,  2.93it/s]
Epoch 0: |          | 11974/? [1:08:00<00:00,  2.93it/s]
Epoch 0: |          | 11975/? [1:08:00<00:00,  2.93it/s]
Epoch 0: |          | 11975/? [1:08:00<00:00,  2.93it/s]
Epoch 0: |          | 11976/? [1:08:00<00:00,  2.93it/s]
Epoch 0: |          | 11976/? [1:08:00<00:00,  2.93it/s]
Epoch 0: |          | 11977/? [1:08:01<00:00,  2.93it/s]
Epoch 0: |          | 11977/? [1:08:01<00:00,  2.93it/s]
Epoch 0: |          | 11978/? [1:08:01<00:00,  2.93it/s]
Epoch 0: |          | 11978/? [1:08:01<00:00,  2.93it/s]
Epoch 0: |          | 11979/? [1:08:01<00:00,  2.93it/s]
Epoch 0: |          | 11979/? [1:08:01<00:00,  2.93it/s]
Epoch 0: |          | 11980/? [1:08:02<00:00,  2.93it/s]
Epoch 0: |          | 11980/? [1:08:02<00:00,  2.93it/s]
Epoch 0: |          | 11981/? [1:08:02<00:00,  2.93it/s]
Epoch 0: |          | 11981/? [1:08:02<00:00,  2.93it/s]
Epoch 0: |          | 11982/? [1:08:02<00:00,  2.93it/s]
Epoch 0: |          | 11982/? [1:08:02<00:00,  2.93it/s]
Epoch 0: |          | 11983/? [1:08:03<00:00,  2.93it/s]
Epoch 0: |          | 11983/? [1:08:03<00:00,  2.93it/s]
Epoch 0: |          | 11984/? [1:08:03<00:00,  2.93it/s]
Epoch 0: |          | 11984/? [1:08:03<00:00,  2.93it/s]
Epoch 0: |          | 11985/? [1:08:03<00:00,  2.93it/s]
Epoch 0: |          | 11985/? [1:08:03<00:00,  2.93it/s]
Epoch 0: |          | 11986/? [1:08:04<00:00,  2.93it/s]
Epoch 0: |          | 11986/? [1:08:04<00:00,  2.93it/s]
Epoch 0: |          | 11987/? [1:08:04<00:00,  2.93it/s]
Epoch 0: |          | 11987/? [1:08:04<00:00,  2.93it/s]
Epoch 0: |          | 11988/? [1:08:04<00:00,  2.93it/s]
Epoch 0: |          | 11988/? [1:08:04<00:00,  2.93it/s]
Epoch 0: |          | 11989/? [1:08:05<00:00,  2.93it/s]
Epoch 0: |          | 11989/? [1:08:05<00:00,  2.93it/s]
Epoch 0: |          | 11990/? [1:08:05<00:00,  2.93it/s]
Epoch 0: |          | 11990/? [1:08:05<00:00,  2.93it/s]
Epoch 0: |          | 11991/? [1:08:05<00:00,  2.93it/s]
Epoch 0: |          | 11991/? [1:08:05<00:00,  2.93it/s]
Epoch 0: |          | 11992/? [1:08:06<00:00,  2.93it/s]
Epoch 0: |          | 11992/? [1:08:06<00:00,  2.93it/s]
Epoch 0: |          | 11993/? [1:08:06<00:00,  2.93it/s]
Epoch 0: |          | 11993/? [1:08:06<00:00,  2.93it/s]
Epoch 0: |          | 11994/? [1:08:06<00:00,  2.93it/s]
Epoch 0: |          | 11994/? [1:08:06<00:00,  2.93it/s]
Epoch 0: |          | 11995/? [1:08:07<00:00,  2.93it/s]
Epoch 0: |          | 11995/? [1:08:07<00:00,  2.93it/s]
Epoch 0: |          | 11996/? [1:08:07<00:00,  2.93it/s]
Epoch 0: |          | 11996/? [1:08:07<00:00,  2.93it/s]
Epoch 0: |          | 11997/? [1:08:07<00:00,  2.93it/s]
Epoch 0: |          | 11997/? [1:08:07<00:00,  2.93it/s]
Epoch 0: |          | 11998/? [1:08:08<00:00,  2.93it/s]
Epoch 0: |          | 11998/? [1:08:08<00:00,  2.93it/s]
Epoch 0: |          | 11999/? [1:08:08<00:00,  2.93it/s]
Epoch 0: |          | 11999/? [1:08:08<00:00,  2.93it/s]
Epoch 0: |          | 12000/? [1:08:08<00:00,  2.93it/s]
Epoch 0: |          | 12000/? [1:08:08<00:00,  2.93it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.96it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.55it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.16it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.86it/s]

Epoch 0: |          | 12000/? [1:08:09<00:00,  2.93it/s]
Epoch 0: |          | 12001/? [1:08:09<00:00,  2.93it/s]
Epoch 0: |          | 12001/? [1:08:09<00:00,  2.93it/s]
Epoch 0: |          | 12002/? [1:08:09<00:00,  2.93it/s]
Epoch 0: |          | 12002/? [1:08:09<00:00,  2.93it/s]
Epoch 0: |          | 12003/? [1:08:10<00:00,  2.93it/s]
Epoch 0: |          | 12003/? [1:08:10<00:00,  2.93it/s]
Epoch 0: |          | 12004/? [1:08:10<00:00,  2.93it/s]
Epoch 0: |          | 12004/? [1:08:10<00:00,  2.93it/s]
Epoch 0: |          | 12005/? [1:08:10<00:00,  2.93it/s]
Epoch 0: |          | 12005/? [1:08:10<00:00,  2.93it/s]
Epoch 0: |          | 12006/? [1:08:11<00:00,  2.93it/s]
Epoch 0: |          | 12006/? [1:08:11<00:00,  2.93it/s]
Epoch 0: |          | 12007/? [1:08:11<00:00,  2.93it/s]
Epoch 0: |          | 12007/? [1:08:11<00:00,  2.93it/s]
Epoch 0: |          | 12008/? [1:08:11<00:00,  2.93it/s]
Epoch 0: |          | 12008/? [1:08:11<00:00,  2.93it/s]
Epoch 0: |          | 12009/? [1:08:12<00:00,  2.93it/s]
Epoch 0: |          | 12009/? [1:08:12<00:00,  2.93it/s]
Epoch 0: |          | 12010/? [1:08:12<00:00,  2.93it/s]
Epoch 0: |          | 12010/? [1:08:12<00:00,  2.93it/s]
Epoch 0: |          | 12011/? [1:08:12<00:00,  2.93it/s]
Epoch 0: |          | 12011/? [1:08:12<00:00,  2.93it/s]
Epoch 0: |          | 12012/? [1:08:13<00:00,  2.93it/s]
Epoch 0: |          | 12012/? [1:08:13<00:00,  2.93it/s]
Epoch 0: |          | 12013/? [1:08:13<00:00,  2.93it/s]
Epoch 0: |          | 12013/? [1:08:13<00:00,  2.93it/s]
Epoch 0: |          | 12014/? [1:08:13<00:00,  2.93it/s]
Epoch 0: |          | 12014/? [1:08:13<00:00,  2.93it/s]
Epoch 0: |          | 12015/? [1:08:14<00:00,  2.93it/s]
Epoch 0: |          | 12015/? [1:08:14<00:00,  2.93it/s]
Epoch 0: |          | 12016/? [1:08:14<00:00,  2.93it/s]
Epoch 0: |          | 12016/? [1:08:14<00:00,  2.93it/s]
Epoch 0: |          | 12017/? [1:08:14<00:00,  2.93it/s]
Epoch 0: |          | 12017/? [1:08:14<00:00,  2.93it/s]
Epoch 0: |          | 12018/? [1:08:14<00:00,  2.93it/s]
Epoch 0: |          | 12018/? [1:08:14<00:00,  2.93it/s]
Epoch 0: |          | 12019/? [1:08:15<00:00,  2.93it/s]
Epoch 0: |          | 12019/? [1:08:15<00:00,  2.93it/s]
Epoch 0: |          | 12020/? [1:08:15<00:00,  2.93it/s]
Epoch 0: |          | 12020/? [1:08:15<00:00,  2.93it/s]
Epoch 0: |          | 12021/? [1:08:15<00:00,  2.93it/s]
Epoch 0: |          | 12021/? [1:08:15<00:00,  2.93it/s]
Epoch 0: |          | 12022/? [1:08:16<00:00,  2.93it/s]
Epoch 0: |          | 12022/? [1:08:16<00:00,  2.93it/s]
Epoch 0: |          | 12023/? [1:08:16<00:00,  2.93it/s]
Epoch 0: |          | 12023/? [1:08:16<00:00,  2.93it/s]
Epoch 0: |          | 12024/? [1:08:16<00:00,  2.93it/s]
Epoch 0: |          | 12024/? [1:08:16<00:00,  2.93it/s]
Epoch 0: |          | 12025/? [1:08:17<00:00,  2.93it/s]
Epoch 0: |          | 12025/? [1:08:17<00:00,  2.93it/s]
Epoch 0: |          | 12026/? [1:08:17<00:00,  2.93it/s]
Epoch 0: |          | 12026/? [1:08:17<00:00,  2.93it/s]
Epoch 0: |          | 12027/? [1:08:17<00:00,  2.93it/s]
Epoch 0: |          | 12027/? [1:08:17<00:00,  2.93it/s]
Epoch 0: |          | 12028/? [1:08:18<00:00,  2.93it/s]
Epoch 0: |          | 12028/? [1:08:18<00:00,  2.93it/s]
Epoch 0: |          | 12029/? [1:08:18<00:00,  2.93it/s]
Epoch 0: |          | 12029/? [1:08:18<00:00,  2.93it/s]
Epoch 0: |          | 12030/? [1:08:18<00:00,  2.93it/s]
Epoch 0: |          | 12030/? [1:08:18<00:00,  2.93it/s]
Epoch 0: |          | 12031/? [1:08:19<00:00,  2.93it/s]
Epoch 0: |          | 12031/? [1:08:19<00:00,  2.93it/s]
Epoch 0: |          | 12032/? [1:08:19<00:00,  2.93it/s]
Epoch 0: |          | 12032/? [1:08:19<00:00,  2.93it/s]
Epoch 0: |          | 12033/? [1:08:19<00:00,  2.93it/s]
Epoch 0: |          | 12033/? [1:08:19<00:00,  2.93it/s]
Epoch 0: |          | 12034/? [1:08:20<00:00,  2.93it/s]
Epoch 0: |          | 12034/? [1:08:20<00:00,  2.93it/s]
Epoch 0: |          | 12035/? [1:08:20<00:00,  2.93it/s]
Epoch 0: |          | 12035/? [1:08:20<00:00,  2.93it/s]
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Epoch 0: |          | 12055/? [1:08:27<00:00,  2.94it/s]
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Epoch 0: |          | 12058/? [1:08:28<00:00,  2.94it/s]
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Epoch 0: |          | 12061/? [1:08:29<00:00,  2.94it/s]
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Epoch 0: |          | 12062/? [1:08:29<00:00,  2.94it/s]
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Epoch 0: |          | 12065/? [1:08:30<00:00,  2.94it/s]
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Epoch 0: |          | 12067/? [1:08:31<00:00,  2.94it/s]
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Epoch 0: |          | 12068/? [1:08:31<00:00,  2.94it/s]
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Epoch 0: |          | 12069/? [1:08:31<00:00,  2.94it/s]
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Epoch 0: |          | 12070/? [1:08:32<00:00,  2.94it/s]
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Epoch 0: |          | 12071/? [1:08:32<00:00,  2.94it/s]
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Epoch 0: |          | 12072/? [1:08:32<00:00,  2.94it/s]
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Epoch 0: |          | 12073/? [1:08:33<00:00,  2.94it/s]
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Epoch 0: |          | 12074/? [1:08:33<00:00,  2.94it/s]
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Epoch 0: |          | 12075/? [1:08:33<00:00,  2.94it/s]
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Epoch 0: |          | 12076/? [1:08:34<00:00,  2.94it/s]
Epoch 0: |          | 12076/? [1:08:34<00:00,  2.94it/s]
Epoch 0: |          | 12077/? [1:08:34<00:00,  2.94it/s]
Epoch 0: |          | 12077/? [1:08:34<00:00,  2.94it/s]
Epoch 0: |          | 12078/? [1:08:34<00:00,  2.94it/s]
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Epoch 0: |          | 12079/? [1:08:34<00:00,  2.94it/s]
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Epoch 0: |          | 12080/? [1:08:35<00:00,  2.94it/s]
Epoch 0: |          | 12080/? [1:08:35<00:00,  2.94it/s]
Epoch 0: |          | 12081/? [1:08:35<00:00,  2.94it/s]
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Epoch 0: |          | 12082/? [1:08:36<00:00,  2.94it/s]
Epoch 0: |          | 12082/? [1:08:36<00:00,  2.94it/s]
Epoch 0: |          | 12083/? [1:08:36<00:00,  2.94it/s]
Epoch 0: |          | 12083/? [1:08:36<00:00,  2.94it/s]
Epoch 0: |          | 12084/? [1:08:36<00:00,  2.94it/s]
Epoch 0: |          | 12084/? [1:08:36<00:00,  2.94it/s]
Epoch 0: |          | 12085/? [1:08:36<00:00,  2.94it/s]
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Epoch 0: |          | 12086/? [1:08:37<00:00,  2.94it/s]
Epoch 0: |          | 12086/? [1:08:37<00:00,  2.94it/s]
Epoch 0: |          | 12087/? [1:08:37<00:00,  2.94it/s]
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Epoch 0: |          | 12088/? [1:08:37<00:00,  2.94it/s]
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Epoch 0: |          | 12089/? [1:08:38<00:00,  2.94it/s]
Epoch 0: |          | 12089/? [1:08:38<00:00,  2.94it/s]
Epoch 0: |          | 12090/? [1:08:38<00:00,  2.94it/s]
Epoch 0: |          | 12090/? [1:08:38<00:00,  2.94it/s]
Epoch 0: |          | 12091/? [1:08:38<00:00,  2.94it/s]
Epoch 0: |          | 12091/? [1:08:38<00:00,  2.94it/s]
Epoch 0: |          | 12092/? [1:08:39<00:00,  2.94it/s]
Epoch 0: |          | 12092/? [1:08:39<00:00,  2.94it/s]
Epoch 0: |          | 12093/? [1:08:39<00:00,  2.94it/s]
Epoch 0: |          | 12093/? [1:08:39<00:00,  2.94it/s]
Epoch 0: |          | 12094/? [1:08:39<00:00,  2.94it/s]
Epoch 0: |          | 12094/? [1:08:39<00:00,  2.94it/s]
Epoch 0: |          | 12095/? [1:08:40<00:00,  2.94it/s]
Epoch 0: |          | 12095/? [1:08:40<00:00,  2.94it/s]
Epoch 0: |          | 12096/? [1:08:40<00:00,  2.94it/s]
Epoch 0: |          | 12096/? [1:08:40<00:00,  2.94it/s]
Epoch 0: |          | 12097/? [1:08:40<00:00,  2.94it/s]
Epoch 0: |          | 12097/? [1:08:40<00:00,  2.94it/s]
Epoch 0: |          | 12098/? [1:08:41<00:00,  2.94it/s]
Epoch 0: |          | 12098/? [1:08:41<00:00,  2.94it/s]
Epoch 0: |          | 12099/? [1:08:41<00:00,  2.94it/s]
Epoch 0: |          | 12099/? [1:08:41<00:00,  2.94it/s]
Epoch 0: |          | 12100/? [1:08:41<00:00,  2.94it/s]
Epoch 0: |          | 12100/? [1:08:41<00:00,  2.94it/s]
Epoch 0: |          | 12101/? [1:08:42<00:00,  2.94it/s]
Epoch 0: |          | 12101/? [1:08:42<00:00,  2.94it/s]
Epoch 0: |          | 12102/? [1:08:42<00:00,  2.94it/s]
Epoch 0: |          | 12102/? [1:08:42<00:00,  2.94it/s]
Epoch 0: |          | 12103/? [1:08:42<00:00,  2.94it/s]
Epoch 0: |          | 12103/? [1:08:42<00:00,  2.94it/s]
Epoch 0: |          | 12104/? [1:08:43<00:00,  2.94it/s]
Epoch 0: |          | 12104/? [1:08:43<00:00,  2.94it/s]
Epoch 0: |          | 12105/? [1:08:43<00:00,  2.94it/s]
Epoch 0: |          | 12105/? [1:08:43<00:00,  2.94it/s]
Epoch 0: |          | 12106/? [1:08:43<00:00,  2.94it/s]
Epoch 0: |          | 12106/? [1:08:43<00:00,  2.94it/s]
Epoch 0: |          | 12107/? [1:08:44<00:00,  2.94it/s]
Epoch 0: |          | 12107/? [1:08:44<00:00,  2.94it/s]
Epoch 0: |          | 12108/? [1:08:44<00:00,  2.94it/s]
Epoch 0: |          | 12108/? [1:08:44<00:00,  2.94it/s]
Epoch 0: |          | 12109/? [1:08:44<00:00,  2.94it/s]
Epoch 0: |          | 12109/? [1:08:44<00:00,  2.94it/s]
Epoch 0: |          | 12110/? [1:08:45<00:00,  2.94it/s]
Epoch 0: |          | 12110/? [1:08:45<00:00,  2.94it/s]
Epoch 0: |          | 12111/? [1:08:45<00:00,  2.94it/s]
Epoch 0: |          | 12111/? [1:08:45<00:00,  2.94it/s]
Epoch 0: |          | 12112/? [1:08:45<00:00,  2.94it/s]
Epoch 0: |          | 12112/? [1:08:45<00:00,  2.94it/s]
Epoch 0: |          | 12113/? [1:08:46<00:00,  2.94it/s]
Epoch 0: |          | 12113/? [1:08:46<00:00,  2.94it/s]
Epoch 0: |          | 12114/? [1:08:46<00:00,  2.94it/s]
Epoch 0: |          | 12114/? [1:08:46<00:00,  2.94it/s]
Epoch 0: |          | 12115/? [1:08:46<00:00,  2.94it/s]
Epoch 0: |          | 12115/? [1:08:46<00:00,  2.94it/s]
Epoch 0: |          | 12116/? [1:08:47<00:00,  2.94it/s]
Epoch 0: |          | 12116/? [1:08:47<00:00,  2.94it/s]
Epoch 0: |          | 12117/? [1:08:47<00:00,  2.94it/s]
Epoch 0: |          | 12117/? [1:08:47<00:00,  2.94it/s]
Epoch 0: |          | 12118/? [1:08:47<00:00,  2.94it/s]
Epoch 0: |          | 12118/? [1:08:47<00:00,  2.94it/s]
Epoch 0: |          | 12119/? [1:08:48<00:00,  2.94it/s]
Epoch 0: |          | 12119/? [1:08:48<00:00,  2.94it/s]
Epoch 0: |          | 12120/? [1:08:48<00:00,  2.94it/s]
Epoch 0: |          | 12120/? [1:08:48<00:00,  2.94it/s]
Epoch 0: |          | 12121/? [1:08:48<00:00,  2.94it/s]
Epoch 0: |          | 12121/? [1:08:48<00:00,  2.94it/s]
Epoch 0: |          | 12122/? [1:08:49<00:00,  2.94it/s]
Epoch 0: |          | 12122/? [1:08:49<00:00,  2.94it/s]
Epoch 0: |          | 12123/? [1:08:49<00:00,  2.94it/s]
Epoch 0: |          | 12123/? [1:08:49<00:00,  2.94it/s]
Epoch 0: |          | 12124/? [1:08:49<00:00,  2.94it/s]
Epoch 0: |          | 12124/? [1:08:49<00:00,  2.94it/s]
Epoch 0: |          | 12125/? [1:08:50<00:00,  2.94it/s]
Epoch 0: |          | 12125/? [1:08:50<00:00,  2.94it/s]
Epoch 0: |          | 12126/? [1:08:50<00:00,  2.94it/s]
Epoch 0: |          | 12126/? [1:08:50<00:00,  2.94it/s]
Epoch 0: |          | 12127/? [1:08:50<00:00,  2.94it/s]
Epoch 0: |          | 12127/? [1:08:50<00:00,  2.94it/s]
Epoch 0: |          | 12128/? [1:08:51<00:00,  2.94it/s]
Epoch 0: |          | 12128/? [1:08:51<00:00,  2.94it/s]
Epoch 0: |          | 12129/? [1:08:51<00:00,  2.94it/s]
Epoch 0: |          | 12129/? [1:08:51<00:00,  2.94it/s]
Epoch 0: |          | 12130/? [1:08:51<00:00,  2.94it/s]
Epoch 0: |          | 12130/? [1:08:51<00:00,  2.94it/s]
Epoch 0: |          | 12131/? [1:08:52<00:00,  2.94it/s]
Epoch 0: |          | 12131/? [1:08:52<00:00,  2.94it/s]
Epoch 0: |          | 12132/? [1:08:52<00:00,  2.94it/s]
Epoch 0: |          | 12132/? [1:08:52<00:00,  2.94it/s]
Epoch 0: |          | 12133/? [1:08:52<00:00,  2.94it/s]
Epoch 0: |          | 12133/? [1:08:52<00:00,  2.94it/s]
Epoch 0: |          | 12134/? [1:08:53<00:00,  2.94it/s]
Epoch 0: |          | 12134/? [1:08:53<00:00,  2.94it/s]
Epoch 0: |          | 12135/? [1:08:53<00:00,  2.94it/s]
Epoch 0: |          | 12135/? [1:08:53<00:00,  2.94it/s]
Epoch 0: |          | 12136/? [1:08:53<00:00,  2.94it/s]
Epoch 0: |          | 12136/? [1:08:53<00:00,  2.94it/s]
Epoch 0: |          | 12137/? [1:08:54<00:00,  2.94it/s]
Epoch 0: |          | 12137/? [1:08:54<00:00,  2.94it/s]
Epoch 0: |          | 12138/? [1:08:54<00:00,  2.94it/s]
Epoch 0: |          | 12138/? [1:08:54<00:00,  2.94it/s]
Epoch 0: |          | 12139/? [1:08:54<00:00,  2.94it/s]
Epoch 0: |          | 12139/? [1:08:54<00:00,  2.94it/s]
Epoch 0: |          | 12140/? [1:08:54<00:00,  2.94it/s]
Epoch 0: |          | 12140/? [1:08:54<00:00,  2.94it/s]
Epoch 0: |          | 12141/? [1:08:55<00:00,  2.94it/s]
Epoch 0: |          | 12141/? [1:08:55<00:00,  2.94it/s]
Epoch 0: |          | 12142/? [1:08:55<00:00,  2.94it/s]
Epoch 0: |          | 12142/? [1:08:55<00:00,  2.94it/s]
Epoch 0: |          | 12143/? [1:08:55<00:00,  2.94it/s]
Epoch 0: |          | 12143/? [1:08:55<00:00,  2.94it/s]
Epoch 0: |          | 12144/? [1:08:56<00:00,  2.94it/s]
Epoch 0: |          | 12144/? [1:08:56<00:00,  2.94it/s]
Epoch 0: |          | 12145/? [1:08:56<00:00,  2.94it/s]
Epoch 0: |          | 12145/? [1:08:56<00:00,  2.94it/s]
Epoch 0: |          | 12146/? [1:08:56<00:00,  2.94it/s]
Epoch 0: |          | 12146/? [1:08:56<00:00,  2.94it/s]
Epoch 0: |          | 12147/? [1:08:57<00:00,  2.94it/s]
Epoch 0: |          | 12147/? [1:08:57<00:00,  2.94it/s]
Epoch 0: |          | 12148/? [1:08:57<00:00,  2.94it/s]
Epoch 0: |          | 12148/? [1:08:57<00:00,  2.94it/s]
Epoch 0: |          | 12149/? [1:08:57<00:00,  2.94it/s]
Epoch 0: |          | 12149/? [1:08:57<00:00,  2.94it/s]
Epoch 0: |          | 12150/? [1:08:58<00:00,  2.94it/s]
Epoch 0: |          | 12150/? [1:08:58<00:00,  2.94it/s]
Epoch 0: |          | 12151/? [1:08:58<00:00,  2.94it/s]
Epoch 0: |          | 12151/? [1:08:58<00:00,  2.94it/s]
Epoch 0: |          | 12152/? [1:08:58<00:00,  2.94it/s]
Epoch 0: |          | 12152/? [1:08:58<00:00,  2.94it/s]
Epoch 0: |          | 12153/? [1:08:59<00:00,  2.94it/s]
Epoch 0: |          | 12153/? [1:08:59<00:00,  2.94it/s]
Epoch 0: |          | 12154/? [1:08:59<00:00,  2.94it/s]
Epoch 0: |          | 12154/? [1:08:59<00:00,  2.94it/s]
Epoch 0: |          | 12155/? [1:08:59<00:00,  2.94it/s]
Epoch 0: |          | 12155/? [1:08:59<00:00,  2.94it/s]
Epoch 0: |          | 12156/? [1:09:00<00:00,  2.94it/s]
Epoch 0: |          | 12156/? [1:09:00<00:00,  2.94it/s]
Epoch 0: |          | 12157/? [1:09:00<00:00,  2.94it/s]
Epoch 0: |          | 12157/? [1:09:00<00:00,  2.94it/s]
Epoch 0: |          | 12158/? [1:09:00<00:00,  2.94it/s]
Epoch 0: |          | 12158/? [1:09:00<00:00,  2.94it/s]
Epoch 0: |          | 12159/? [1:09:01<00:00,  2.94it/s]
Epoch 0: |          | 12159/? [1:09:01<00:00,  2.94it/s]
Epoch 0: |          | 12160/? [1:09:01<00:00,  2.94it/s]
Epoch 0: |          | 12160/? [1:09:01<00:00,  2.94it/s]
Epoch 0: |          | 12161/? [1:09:01<00:00,  2.94it/s]
Epoch 0: |          | 12161/? [1:09:01<00:00,  2.94it/s]
Epoch 0: |          | 12162/? [1:09:02<00:00,  2.94it/s]
Epoch 0: |          | 12162/? [1:09:02<00:00,  2.94it/s]
Epoch 0: |          | 12163/? [1:09:02<00:00,  2.94it/s]
Epoch 0: |          | 12163/? [1:09:02<00:00,  2.94it/s]
Epoch 0: |          | 12164/? [1:09:02<00:00,  2.94it/s]
Epoch 0: |          | 12164/? [1:09:02<00:00,  2.94it/s]
Epoch 0: |          | 12165/? [1:09:03<00:00,  2.94it/s]
Epoch 0: |          | 12165/? [1:09:03<00:00,  2.94it/s]
Epoch 0: |          | 12166/? [1:09:03<00:00,  2.94it/s]
Epoch 0: |          | 12166/? [1:09:03<00:00,  2.94it/s]
Epoch 0: |          | 12167/? [1:09:03<00:00,  2.94it/s]
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Epoch 0: |          | 12168/? [1:09:04<00:00,  2.94it/s]
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Epoch 0: |          | 12169/? [1:09:04<00:00,  2.94it/s]
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Epoch 0: |          | 12170/? [1:09:04<00:00,  2.94it/s]
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Epoch 0: |          | 12171/? [1:09:05<00:00,  2.94it/s]
Epoch 0: |          | 12171/? [1:09:05<00:00,  2.94it/s]
Epoch 0: |          | 12172/? [1:09:05<00:00,  2.94it/s]
Epoch 0: |          | 12172/? [1:09:05<00:00,  2.94it/s]
Epoch 0: |          | 12173/? [1:09:05<00:00,  2.94it/s]
Epoch 0: |          | 12173/? [1:09:05<00:00,  2.94it/s]
Epoch 0: |          | 12174/? [1:09:06<00:00,  2.94it/s]
Epoch 0: |          | 12174/? [1:09:06<00:00,  2.94it/s]
Epoch 0: |          | 12175/? [1:09:06<00:00,  2.94it/s]
Epoch 0: |          | 12175/? [1:09:06<00:00,  2.94it/s]
Epoch 0: |          | 12176/? [1:09:06<00:00,  2.94it/s]
Epoch 0: |          | 12176/? [1:09:06<00:00,  2.94it/s]
Epoch 0: |          | 12177/? [1:09:07<00:00,  2.94it/s]
Epoch 0: |          | 12177/? [1:09:07<00:00,  2.94it/s]
Epoch 0: |          | 12178/? [1:09:07<00:00,  2.94it/s]
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Epoch 0: |          | 12179/? [1:09:07<00:00,  2.94it/s]
Epoch 0: |          | 12179/? [1:09:07<00:00,  2.94it/s]
Epoch 0: |          | 12180/? [1:09:08<00:00,  2.94it/s]
Epoch 0: |          | 12180/? [1:09:08<00:00,  2.94it/s]
Epoch 0: |          | 12181/? [1:09:08<00:00,  2.94it/s]
Epoch 0: |          | 12181/? [1:09:08<00:00,  2.94it/s]
Epoch 0: |          | 12182/? [1:09:08<00:00,  2.94it/s]
Epoch 0: |          | 12182/? [1:09:08<00:00,  2.94it/s]
Epoch 0: |          | 12183/? [1:09:09<00:00,  2.94it/s]
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Epoch 0: |          | 12184/? [1:09:09<00:00,  2.94it/s]
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Epoch 0: |          | 12185/? [1:09:09<00:00,  2.94it/s]
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Epoch 0: |          | 12186/? [1:09:10<00:00,  2.94it/s]
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Epoch 0: |          | 12187/? [1:09:10<00:00,  2.94it/s]
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Epoch 0: |          | 12188/? [1:09:10<00:00,  2.94it/s]
Epoch 0: |          | 12188/? [1:09:10<00:00,  2.94it/s]
Epoch 0: |          | 12189/? [1:09:11<00:00,  2.94it/s]
Epoch 0: |          | 12189/? [1:09:11<00:00,  2.94it/s]
Epoch 0: |          | 12190/? [1:09:11<00:00,  2.94it/s]
Epoch 0: |          | 12190/? [1:09:11<00:00,  2.94it/s]
Epoch 0: |          | 12191/? [1:09:11<00:00,  2.94it/s]
Epoch 0: |          | 12191/? [1:09:11<00:00,  2.94it/s]
Epoch 0: |          | 12192/? [1:09:12<00:00,  2.94it/s]
Epoch 0: |          | 12192/? [1:09:12<00:00,  2.94it/s]
Epoch 0: |          | 12193/? [1:09:12<00:00,  2.94it/s]
Epoch 0: |          | 12193/? [1:09:12<00:00,  2.94it/s]
Epoch 0: |          | 12194/? [1:09:12<00:00,  2.94it/s]
Epoch 0: |          | 12194/? [1:09:12<00:00,  2.94it/s]
Epoch 0: |          | 12195/? [1:09:13<00:00,  2.94it/s]
Epoch 0: |          | 12195/? [1:09:13<00:00,  2.94it/s]
Epoch 0: |          | 12196/? [1:09:13<00:00,  2.94it/s]
Epoch 0: |          | 12196/? [1:09:13<00:00,  2.94it/s]
Epoch 0: |          | 12197/? [1:09:13<00:00,  2.94it/s]
Epoch 0: |          | 12197/? [1:09:13<00:00,  2.94it/s]
Epoch 0: |          | 12198/? [1:09:14<00:00,  2.94it/s]
Epoch 0: |          | 12198/? [1:09:14<00:00,  2.94it/s]
Epoch 0: |          | 12199/? [1:09:14<00:00,  2.94it/s]
Epoch 0: |          | 12199/? [1:09:14<00:00,  2.94it/s]
Epoch 0: |          | 12200/? [1:09:14<00:00,  2.94it/s]
Epoch 0: |          | 12200/? [1:09:14<00:00,  2.94it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 15.01it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.68it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 13.65it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 13.32it/s]

Epoch 0: |          | 12200/? [1:09:15<00:00,  2.94it/s]
Epoch 0: |          | 12201/? [1:09:15<00:00,  2.94it/s]
Epoch 0: |          | 12201/? [1:09:15<00:00,  2.94it/s]
Epoch 0: |          | 12202/? [1:09:15<00:00,  2.94it/s]
Epoch 0: |          | 12202/? [1:09:15<00:00,  2.94it/s]
Epoch 0: |          | 12203/? [1:09:15<00:00,  2.94it/s]
Epoch 0: |          | 12203/? [1:09:15<00:00,  2.94it/s]
Epoch 0: |          | 12204/? [1:09:16<00:00,  2.94it/s]
Epoch 0: |          | 12204/? [1:09:16<00:00,  2.94it/s]
Epoch 0: |          | 12205/? [1:09:16<00:00,  2.94it/s]
Epoch 0: |          | 12205/? [1:09:16<00:00,  2.94it/s]
Epoch 0: |          | 12206/? [1:09:16<00:00,  2.94it/s]
Epoch 0: |          | 12206/? [1:09:16<00:00,  2.94it/s]
Epoch 0: |          | 12207/? [1:09:17<00:00,  2.94it/s]
Epoch 0: |          | 12207/? [1:09:17<00:00,  2.94it/s]
Epoch 0: |          | 12208/? [1:09:17<00:00,  2.94it/s]
Epoch 0: |          | 12208/? [1:09:17<00:00,  2.94it/s]
Epoch 0: |          | 12209/? [1:09:18<00:00,  2.94it/s]
Epoch 0: |          | 12209/? [1:09:18<00:00,  2.94it/s]
Epoch 0: |          | 12210/? [1:09:18<00:00,  2.94it/s]
Epoch 0: |          | 12210/? [1:09:18<00:00,  2.94it/s]
Epoch 0: |          | 12211/? [1:09:18<00:00,  2.94it/s]
Epoch 0: |          | 12211/? [1:09:18<00:00,  2.94it/s]
Epoch 0: |          | 12212/? [1:09:18<00:00,  2.94it/s]
Epoch 0: |          | 12212/? [1:09:18<00:00,  2.94it/s]
Epoch 0: |          | 12213/? [1:09:19<00:00,  2.94it/s]
Epoch 0: |          | 12213/? [1:09:19<00:00,  2.94it/s]
Epoch 0: |          | 12214/? [1:09:19<00:00,  2.94it/s]
Epoch 0: |          | 12214/? [1:09:19<00:00,  2.94it/s]
Epoch 0: |          | 12215/? [1:09:19<00:00,  2.94it/s]
Epoch 0: |          | 12215/? [1:09:19<00:00,  2.94it/s]
Epoch 0: |          | 12216/? [1:09:20<00:00,  2.94it/s]
Epoch 0: |          | 12216/? [1:09:20<00:00,  2.94it/s]
Epoch 0: |          | 12217/? [1:09:20<00:00,  2.94it/s]
Epoch 0: |          | 12217/? [1:09:20<00:00,  2.94it/s]
Epoch 0: |          | 12218/? [1:09:20<00:00,  2.94it/s]
Epoch 0: |          | 12218/? [1:09:20<00:00,  2.94it/s]
Epoch 0: |          | 12219/? [1:09:21<00:00,  2.94it/s]
Epoch 0: |          | 12219/? [1:09:21<00:00,  2.94it/s]
Epoch 0: |          | 12220/? [1:09:21<00:00,  2.94it/s]
Epoch 0: |          | 12220/? [1:09:21<00:00,  2.94it/s]
Epoch 0: |          | 12221/? [1:09:21<00:00,  2.94it/s]
Epoch 0: |          | 12221/? [1:09:21<00:00,  2.94it/s]
Epoch 0: |          | 12222/? [1:09:22<00:00,  2.94it/s]
Epoch 0: |          | 12222/? [1:09:22<00:00,  2.94it/s]
Epoch 0: |          | 12223/? [1:09:22<00:00,  2.94it/s]
Epoch 0: |          | 12223/? [1:09:22<00:00,  2.94it/s]
Epoch 0: |          | 12224/? [1:09:22<00:00,  2.94it/s]
Epoch 0: |          | 12224/? [1:09:22<00:00,  2.94it/s]
Epoch 0: |          | 12225/? [1:09:23<00:00,  2.94it/s]
Epoch 0: |          | 12225/? [1:09:23<00:00,  2.94it/s]
Epoch 0: |          | 12226/? [1:09:23<00:00,  2.94it/s]
Epoch 0: |          | 12226/? [1:09:23<00:00,  2.94it/s]
Epoch 0: |          | 12227/? [1:09:23<00:00,  2.94it/s]
Epoch 0: |          | 12227/? [1:09:23<00:00,  2.94it/s]
Epoch 0: |          | 12228/? [1:09:24<00:00,  2.94it/s]
Epoch 0: |          | 12228/? [1:09:24<00:00,  2.94it/s]
Epoch 0: |          | 12229/? [1:09:24<00:00,  2.94it/s]
Epoch 0: |          | 12229/? [1:09:24<00:00,  2.94it/s]
Epoch 0: |          | 12230/? [1:09:24<00:00,  2.94it/s]
Epoch 0: |          | 12230/? [1:09:24<00:00,  2.94it/s]
Epoch 0: |          | 12231/? [1:09:25<00:00,  2.94it/s]
Epoch 0: |          | 12231/? [1:09:25<00:00,  2.94it/s]
Epoch 0: |          | 12232/? [1:09:25<00:00,  2.94it/s]
Epoch 0: |          | 12232/? [1:09:25<00:00,  2.94it/s]
Epoch 0: |          | 12233/? [1:09:25<00:00,  2.94it/s]
Epoch 0: |          | 12233/? [1:09:25<00:00,  2.94it/s]
Epoch 0: |          | 12234/? [1:09:26<00:00,  2.94it/s]
Epoch 0: |          | 12234/? [1:09:26<00:00,  2.94it/s]
Epoch 0: |          | 12235/? [1:09:26<00:00,  2.94it/s]
Epoch 0: |          | 12235/? [1:09:26<00:00,  2.94it/s]
Epoch 0: |          | 12236/? [1:09:26<00:00,  2.94it/s]
Epoch 0: |          | 12236/? [1:09:26<00:00,  2.94it/s]
Epoch 0: |          | 12237/? [1:09:27<00:00,  2.94it/s]
Epoch 0: |          | 12237/? [1:09:27<00:00,  2.94it/s]
Epoch 0: |          | 12238/? [1:09:27<00:00,  2.94it/s]
Epoch 0: |          | 12238/? [1:09:27<00:00,  2.94it/s]
Epoch 0: |          | 12239/? [1:09:27<00:00,  2.94it/s]
Epoch 0: |          | 12239/? [1:09:27<00:00,  2.94it/s]
Epoch 0: |          | 12240/? [1:09:28<00:00,  2.94it/s]
Epoch 0: |          | 12240/? [1:09:28<00:00,  2.94it/s]
Epoch 0: |          | 12241/? [1:09:28<00:00,  2.94it/s]
Epoch 0: |          | 12241/? [1:09:28<00:00,  2.94it/s]
Epoch 0: |          | 12242/? [1:09:28<00:00,  2.94it/s]
Epoch 0: |          | 12242/? [1:09:28<00:00,  2.94it/s]
Epoch 0: |          | 12243/? [1:09:29<00:00,  2.94it/s]
Epoch 0: |          | 12243/? [1:09:29<00:00,  2.94it/s]
Epoch 0: |          | 12244/? [1:09:29<00:00,  2.94it/s]
Epoch 0: |          | 12244/? [1:09:29<00:00,  2.94it/s]
Epoch 0: |          | 12245/? [1:09:29<00:00,  2.94it/s]
Epoch 0: |          | 12245/? [1:09:29<00:00,  2.94it/s]
Epoch 0: |          | 12246/? [1:09:30<00:00,  2.94it/s]
Epoch 0: |          | 12246/? [1:09:30<00:00,  2.94it/s]
Epoch 0: |          | 12247/? [1:09:30<00:00,  2.94it/s]
Epoch 0: |          | 12247/? [1:09:30<00:00,  2.94it/s]
Epoch 0: |          | 12248/? [1:09:30<00:00,  2.94it/s]
Epoch 0: |          | 12248/? [1:09:30<00:00,  2.94it/s]
Epoch 0: |          | 12249/? [1:09:31<00:00,  2.94it/s]
Epoch 0: |          | 12249/? [1:09:31<00:00,  2.94it/s]
Epoch 0: |          | 12250/? [1:09:31<00:00,  2.94it/s]
Epoch 0: |          | 12250/? [1:09:31<00:00,  2.94it/s]
Epoch 0: |          | 12251/? [1:09:31<00:00,  2.94it/s]
Epoch 0: |          | 12251/? [1:09:31<00:00,  2.94it/s]
Epoch 0: |          | 12252/? [1:09:32<00:00,  2.94it/s]
Epoch 0: |          | 12252/? [1:09:32<00:00,  2.94it/s]
Epoch 0: |          | 12253/? [1:09:32<00:00,  2.94it/s]
Epoch 0: |          | 12253/? [1:09:32<00:00,  2.94it/s]
Epoch 0: |          | 12254/? [1:09:32<00:00,  2.94it/s]
Epoch 0: |          | 12254/? [1:09:32<00:00,  2.94it/s]
Epoch 0: |          | 12255/? [1:09:33<00:00,  2.94it/s]
Epoch 0: |          | 12255/? [1:09:33<00:00,  2.94it/s]
Epoch 0: |          | 12256/? [1:09:33<00:00,  2.94it/s]
Epoch 0: |          | 12256/? [1:09:33<00:00,  2.94it/s]
Epoch 0: |          | 12257/? [1:09:33<00:00,  2.94it/s]
Epoch 0: |          | 12257/? [1:09:33<00:00,  2.94it/s]
Epoch 0: |          | 12258/? [1:09:34<00:00,  2.94it/s]
Epoch 0: |          | 12258/? [1:09:34<00:00,  2.94it/s]
Epoch 0: |          | 12259/? [1:09:34<00:00,  2.94it/s]
Epoch 0: |          | 12259/? [1:09:34<00:00,  2.94it/s]
Epoch 0: |          | 12260/? [1:09:34<00:00,  2.94it/s]
Epoch 0: |          | 12260/? [1:09:34<00:00,  2.94it/s]
Epoch 0: |          | 12261/? [1:09:35<00:00,  2.94it/s]
Epoch 0: |          | 12261/? [1:09:35<00:00,  2.94it/s]
Epoch 0: |          | 12262/? [1:09:35<00:00,  2.94it/s]
Epoch 0: |          | 12262/? [1:09:35<00:00,  2.94it/s]
Epoch 0: |          | 12263/? [1:09:35<00:00,  2.94it/s]
Epoch 0: |          | 12263/? [1:09:35<00:00,  2.94it/s]
Epoch 0: |          | 12264/? [1:09:35<00:00,  2.94it/s]
Epoch 0: |          | 12264/? [1:09:35<00:00,  2.94it/s]
Epoch 0: |          | 12265/? [1:09:36<00:00,  2.94it/s]
Epoch 0: |          | 12265/? [1:09:36<00:00,  2.94it/s]
Epoch 0: |          | 12266/? [1:09:36<00:00,  2.94it/s]
Epoch 0: |          | 12266/? [1:09:36<00:00,  2.94it/s]
Epoch 0: |          | 12267/? [1:09:37<00:00,  2.94it/s]
Epoch 0: |          | 12267/? [1:09:37<00:00,  2.94it/s]
Epoch 0: |          | 12268/? [1:09:37<00:00,  2.94it/s]
Epoch 0: |          | 12268/? [1:09:37<00:00,  2.94it/s]
Epoch 0: |          | 12269/? [1:09:37<00:00,  2.94it/s]
Epoch 0: |          | 12269/? [1:09:37<00:00,  2.94it/s]
Epoch 0: |          | 12270/? [1:09:37<00:00,  2.94it/s]
Epoch 0: |          | 12270/? [1:09:37<00:00,  2.94it/s]
Epoch 0: |          | 12271/? [1:09:38<00:00,  2.94it/s]
Epoch 0: |          | 12271/? [1:09:38<00:00,  2.94it/s]
Epoch 0: |          | 12272/? [1:09:38<00:00,  2.94it/s]
Epoch 0: |          | 12272/? [1:09:38<00:00,  2.94it/s]
Epoch 0: |          | 12273/? [1:09:38<00:00,  2.94it/s]
Epoch 0: |          | 12273/? [1:09:38<00:00,  2.94it/s]
Epoch 0: |          | 12274/? [1:09:39<00:00,  2.94it/s]
Epoch 0: |          | 12274/? [1:09:39<00:00,  2.94it/s]
Epoch 0: |          | 12275/? [1:09:39<00:00,  2.94it/s]
Epoch 0: |          | 12275/? [1:09:39<00:00,  2.94it/s]
Epoch 0: |          | 12276/? [1:09:39<00:00,  2.94it/s]
Epoch 0: |          | 12276/? [1:09:39<00:00,  2.94it/s]
Epoch 0: |          | 12277/? [1:09:40<00:00,  2.94it/s]
Epoch 0: |          | 12277/? [1:09:40<00:00,  2.94it/s]
Epoch 0: |          | 12278/? [1:09:40<00:00,  2.94it/s]
Epoch 0: |          | 12278/? [1:09:40<00:00,  2.94it/s]
Epoch 0: |          | 12279/? [1:09:40<00:00,  2.94it/s]
Epoch 0: |          | 12279/? [1:09:40<00:00,  2.94it/s]
Epoch 0: |          | 12280/? [1:09:41<00:00,  2.94it/s]
Epoch 0: |          | 12280/? [1:09:41<00:00,  2.94it/s]
Epoch 0: |          | 12281/? [1:09:41<00:00,  2.94it/s]
Epoch 0: |          | 12281/? [1:09:41<00:00,  2.94it/s]
Epoch 0: |          | 12282/? [1:09:41<00:00,  2.94it/s]
Epoch 0: |          | 12282/? [1:09:41<00:00,  2.94it/s]
Epoch 0: |          | 12283/? [1:09:42<00:00,  2.94it/s]
Epoch 0: |          | 12283/? [1:09:42<00:00,  2.94it/s]
Epoch 0: |          | 12284/? [1:09:42<00:00,  2.94it/s]
Epoch 0: |          | 12284/? [1:09:42<00:00,  2.94it/s]
Epoch 0: |          | 12285/? [1:09:42<00:00,  2.94it/s]
Epoch 0: |          | 12285/? [1:09:42<00:00,  2.94it/s]
Epoch 0: |          | 12286/? [1:09:43<00:00,  2.94it/s]
Epoch 0: |          | 12286/? [1:09:43<00:00,  2.94it/s]
Epoch 0: |          | 12287/? [1:09:43<00:00,  2.94it/s]
Epoch 0: |          | 12287/? [1:09:43<00:00,  2.94it/s]
Epoch 0: |          | 12288/? [1:09:43<00:00,  2.94it/s]
Epoch 0: |          | 12288/? [1:09:43<00:00,  2.94it/s]
Epoch 0: |          | 12289/? [1:09:44<00:00,  2.94it/s]
Epoch 0: |          | 12289/? [1:09:44<00:00,  2.94it/s]
Epoch 0: |          | 12290/? [1:09:44<00:00,  2.94it/s]
Epoch 0: |          | 12290/? [1:09:44<00:00,  2.94it/s]
Epoch 0: |          | 12291/? [1:09:44<00:00,  2.94it/s]
Epoch 0: |          | 12291/? [1:09:44<00:00,  2.94it/s]
Epoch 0: |          | 12292/? [1:09:45<00:00,  2.94it/s]
Epoch 0: |          | 12292/? [1:09:45<00:00,  2.94it/s]
Epoch 0: |          | 12293/? [1:09:45<00:00,  2.94it/s]
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Epoch 0: |          | 12314/? [1:09:52<00:00,  2.94it/s]
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Epoch 0: |          | 12315/? [1:09:52<00:00,  2.94it/s]
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Epoch 0: |          | 12316/? [1:09:53<00:00,  2.94it/s]
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Epoch 0: |          | 12317/? [1:09:53<00:00,  2.94it/s]
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Epoch 0: |          | 12318/? [1:09:53<00:00,  2.94it/s]
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Epoch 0: |          | 12319/? [1:09:54<00:00,  2.94it/s]
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Epoch 0: |          | 12320/? [1:09:54<00:00,  2.94it/s]
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Epoch 0: |          | 12321/? [1:09:54<00:00,  2.94it/s]
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Epoch 0: |          | 12325/? [1:09:56<00:00,  2.94it/s]
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Epoch 0: |          | 12329/? [1:09:57<00:00,  2.94it/s]
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Epoch 0: |          | 12330/? [1:09:57<00:00,  2.94it/s]
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Epoch 0: |          | 12333/? [1:09:58<00:00,  2.94it/s]
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Epoch 0: |          | 12334/? [1:09:59<00:00,  2.94it/s]
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Epoch 0: |          | 12340/? [1:10:01<00:00,  2.94it/s]
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Epoch 0: |          | 12353/? [1:10:05<00:00,  2.94it/s]
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Epoch 0: |          | 12354/? [1:10:05<00:00,  2.94it/s]
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Epoch 0: |          | 12355/? [1:10:06<00:00,  2.94it/s]
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Epoch 0: |          | 12356/? [1:10:06<00:00,  2.94it/s]
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Epoch 0: |          | 12357/? [1:10:06<00:00,  2.94it/s]
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Epoch 0: |          | 12358/? [1:10:07<00:00,  2.94it/s]
Epoch 0: |          | 12358/? [1:10:07<00:00,  2.94it/s]
Epoch 0: |          | 12359/? [1:10:07<00:00,  2.94it/s]
Epoch 0: |          | 12359/? [1:10:07<00:00,  2.94it/s]
Epoch 0: |          | 12360/? [1:10:07<00:00,  2.94it/s]
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Epoch 0: |          | 12361/? [1:10:08<00:00,  2.94it/s]
Epoch 0: |          | 12361/? [1:10:08<00:00,  2.94it/s]
Epoch 0: |          | 12362/? [1:10:08<00:00,  2.94it/s]
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Epoch 0: |          | 12363/? [1:10:08<00:00,  2.94it/s]
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Epoch 0: |          | 12364/? [1:10:09<00:00,  2.94it/s]
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Epoch 0: |          | 12365/? [1:10:09<00:00,  2.94it/s]
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Epoch 0: |          | 12366/? [1:10:09<00:00,  2.94it/s]
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Epoch 0: |          | 12367/? [1:10:10<00:00,  2.94it/s]
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Epoch 0: |          | 12368/? [1:10:10<00:00,  2.94it/s]
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Epoch 0: |          | 12369/? [1:10:10<00:00,  2.94it/s]
Epoch 0: |          | 12369/? [1:10:10<00:00,  2.94it/s]
Epoch 0: |          | 12370/? [1:10:11<00:00,  2.94it/s]
Epoch 0: |          | 12370/? [1:10:11<00:00,  2.94it/s]
Epoch 0: |          | 12371/? [1:10:11<00:00,  2.94it/s]
Epoch 0: |          | 12371/? [1:10:11<00:00,  2.94it/s]
Epoch 0: |          | 12372/? [1:10:11<00:00,  2.94it/s]
Epoch 0: |          | 12372/? [1:10:11<00:00,  2.94it/s]
Epoch 0: |          | 12373/? [1:10:12<00:00,  2.94it/s]
Epoch 0: |          | 12373/? [1:10:12<00:00,  2.94it/s]
Epoch 0: |          | 12374/? [1:10:12<00:00,  2.94it/s]
Epoch 0: |          | 12374/? [1:10:12<00:00,  2.94it/s]
Epoch 0: |          | 12375/? [1:10:12<00:00,  2.94it/s]
Epoch 0: |          | 12375/? [1:10:12<00:00,  2.94it/s]
Epoch 0: |          | 12376/? [1:10:13<00:00,  2.94it/s]
Epoch 0: |          | 12376/? [1:10:13<00:00,  2.94it/s]
Epoch 0: |          | 12377/? [1:10:13<00:00,  2.94it/s]
Epoch 0: |          | 12377/? [1:10:13<00:00,  2.94it/s]
Epoch 0: |          | 12378/? [1:10:13<00:00,  2.94it/s]
Epoch 0: |          | 12378/? [1:10:13<00:00,  2.94it/s]
Epoch 0: |          | 12379/? [1:10:14<00:00,  2.94it/s]
Epoch 0: |          | 12379/? [1:10:14<00:00,  2.94it/s]
Epoch 0: |          | 12380/? [1:10:14<00:00,  2.94it/s]
Epoch 0: |          | 12380/? [1:10:14<00:00,  2.94it/s]
Epoch 0: |          | 12381/? [1:10:14<00:00,  2.94it/s]
Epoch 0: |          | 12381/? [1:10:14<00:00,  2.94it/s]
Epoch 0: |          | 12382/? [1:10:14<00:00,  2.94it/s]
Epoch 0: |          | 12382/? [1:10:14<00:00,  2.94it/s]
Epoch 0: |          | 12383/? [1:10:15<00:00,  2.94it/s]
Epoch 0: |          | 12383/? [1:10:15<00:00,  2.94it/s]
Epoch 0: |          | 12384/? [1:10:15<00:00,  2.94it/s]
Epoch 0: |          | 12384/? [1:10:15<00:00,  2.94it/s]
Epoch 0: |          | 12385/? [1:10:15<00:00,  2.94it/s]
Epoch 0: |          | 12385/? [1:10:15<00:00,  2.94it/s]
Epoch 0: |          | 12386/? [1:10:16<00:00,  2.94it/s]
Epoch 0: |          | 12386/? [1:10:16<00:00,  2.94it/s]
Epoch 0: |          | 12387/? [1:10:16<00:00,  2.94it/s]
Epoch 0: |          | 12387/? [1:10:16<00:00,  2.94it/s]
Epoch 0: |          | 12388/? [1:10:16<00:00,  2.94it/s]
Epoch 0: |          | 12388/? [1:10:16<00:00,  2.94it/s]
Epoch 0: |          | 12389/? [1:10:17<00:00,  2.94it/s]
Epoch 0: |          | 12389/? [1:10:17<00:00,  2.94it/s]
Epoch 0: |          | 12390/? [1:10:17<00:00,  2.94it/s]
Epoch 0: |          | 12390/? [1:10:17<00:00,  2.94it/s]
Epoch 0: |          | 12391/? [1:10:17<00:00,  2.94it/s]
Epoch 0: |          | 12391/? [1:10:17<00:00,  2.94it/s]
Epoch 0: |          | 12392/? [1:10:18<00:00,  2.94it/s]
Epoch 0: |          | 12392/? [1:10:18<00:00,  2.94it/s]
Epoch 0: |          | 12393/? [1:10:18<00:00,  2.94it/s]
Epoch 0: |          | 12393/? [1:10:18<00:00,  2.94it/s]
Epoch 0: |          | 12394/? [1:10:18<00:00,  2.94it/s]
Epoch 0: |          | 12394/? [1:10:18<00:00,  2.94it/s]
Epoch 0: |          | 12395/? [1:10:19<00:00,  2.94it/s]
Epoch 0: |          | 12395/? [1:10:19<00:00,  2.94it/s]
Epoch 0: |          | 12396/? [1:10:19<00:00,  2.94it/s]
Epoch 0: |          | 12396/? [1:10:19<00:00,  2.94it/s]
Epoch 0: |          | 12397/? [1:10:19<00:00,  2.94it/s]
Epoch 0: |          | 12397/? [1:10:19<00:00,  2.94it/s]
Epoch 0: |          | 12398/? [1:10:20<00:00,  2.94it/s]
Epoch 0: |          | 12398/? [1:10:20<00:00,  2.94it/s]
Epoch 0: |          | 12399/? [1:10:20<00:00,  2.94it/s]
Epoch 0: |          | 12399/? [1:10:20<00:00,  2.94it/s]
Epoch 0: |          | 12400/? [1:10:20<00:00,  2.94it/s]
Epoch 0: |          | 12400/? [1:10:20<00:00,  2.94it/s]
Validation: |          | 0/? [00:00<?, ?it/s]
Validation:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:   0%|          | 0/4 [00:00<?, ?it/s]
Validation DataLoader 0:  25%|██▌       | 1/4 [00:00<00:00, 14.96it/s]
Validation DataLoader 0:  50%|█████     | 2/4 [00:00<00:00, 14.37it/s]
Validation DataLoader 0:  75%|███████▌  | 3/4 [00:00<00:00, 14.15it/s]
Validation DataLoader 0: 100%|██████████| 4/4 [00:00<00:00, 14.04it/s]

Epoch 0: |          | 12400/? [1:10:21<00:00,  2.94it/s]
Epoch 0: |          | 12401/? [1:10:21<00:00,  2.94it/s]
Epoch 0: |          | 12401/? [1:10:21<00:00,  2.94it/s]
Epoch 0: |          | 12402/? [1:10:21<00:00,  2.94it/s]
Epoch 0: |          | 12402/? [1:10:21<00:00,  2.94it/s]
Epoch 0: |          | 12403/? [1:10:22<00:00,  2.94it/s]
Epoch 0: |          | 12403/? [1:10:22<00:00,  2.94it/s]
Epoch 0: |          | 12404/? [1:10:22<00:00,  2.94it/s]
Epoch 0: |          | 12404/? [1:10:22<00:00,  2.94it/s]
Epoch 0: |          | 12405/? [1:10:22<00:00,  2.94it/s]
Epoch 0: |          | 12405/? [1:10:22<00:00,  2.94it/s]
Epoch 0: |          | 12406/? [1:10:23<00:00,  2.94it/s]
Epoch 0: |          | 12406/? [1:10:23<00:00,  2.94it/s]
Epoch 0: |          | 12407/? [1:10:23<00:00,  2.94it/s]
Epoch 0: |          | 12407/? [1:10:23<00:00,  2.94it/s]
Epoch 0: |          | 12408/? [1:10:23<00:00,  2.94it/s]
Epoch 0: |          | 12408/? [1:10:23<00:00,  2.94it/s]
Epoch 0: |          | 12409/? [1:10:24<00:00,  2.94it/s]
Epoch 0: |          | 12409/? [1:10:24<00:00,  2.94it/s]
Epoch 0: |          | 12410/? [1:10:24<00:00,  2.94it/s]
Epoch 0: |          | 12410/? [1:10:24<00:00,  2.94it/s]
Epoch 0: |          | 12411/? [1:10:24<00:00,  2.94it/s]
Epoch 0: |          | 12411/? [1:10:24<00:00,  2.94it/s]
Epoch 0: |          | 12412/? [1:10:25<00:00,  2.94it/s]
Epoch 0: |          | 12412/? [1:10:25<00:00,  2.94it/s]
Epoch 0: |          | 12413/? [1:10:25<00:00,  2.94it/s]
Epoch 0: |          | 12413/? [1:10:25<00:00,  2.94it/s]
Epoch 0: |          | 12414/? [1:10:25<00:00,  2.94it/s]
Epoch 0: |          | 12414/? [1:10:25<00:00,  2.94it/s]
Epoch 0: |          | 12415/? [1:10:26<00:00,  2.94it/s]
Epoch 0: |          | 12415/? [1:10:26<00:00,  2.94it/s]
Epoch 0: |          | 12416/? [1:10:26<00:00,  2.94it/s]
Epoch 0: |          | 12416/? [1:10:26<00:00,  2.94it/s]
Epoch 0: |          | 12417/? [1:10:26<00:00,  2.94it/s]
Epoch 0: |          | 12417/? [1:10:26<00:00,  2.94it/s]
Epoch 0: |          | 12418/? [1:10:27<00:00,  2.94it/s]
Epoch 0: |          | 12418/? [1:10:27<00:00,  2.94it/s]
Epoch 0: |          | 12419/? [1:10:27<00:00,  2.94it/s]
Epoch 0: |          | 12419/? [1:10:27<00:00,  2.94it/s]
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LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'test_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.
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Test results saved to /tmp/outputs/imagedream-sd21-shading/pineapple@20240222-184042/save
Loading Multiview Diffusion ...
Initializing Latent Diffusion Interface
time steps:  1000
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is None and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 1280, context_dim is 1024 and using 20 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is None and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 640, context_dim is 1024 and using 10 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is None and using 5 heads.
Setting up MemoryEfficientCrossAttention. Query dim is 320, context_dim is 1024 and using 5 heads.
making attention of type 'vanilla-xformers' with 512 in_channels
building MemoryEfficientAttnBlock with 512 in_channels...
Working with z of shape (1, 4, 32, 32) = 4096 dimensions.
making attention of type 'vanilla-xformers' with 512 in_channels
building MemoryEfficientAttnBlock with 512 in_channels...
Loaded Multiview Diffusion!
Using prompt [pineapple] and negative prompt [ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions]
Using view-dependent prompts [side]:[pineapple, side view] [front]:[pineapple, front view] [back]:[pineapple, back view] [overhead]:[pineapple, overhead view]
Using 16bit Automatic Mixed Precision (AMP)
GPU available: True (cuda), used: True
TPU available: False, using: 0 TPU cores
IPU available: False, using: 0 IPUs
HPU available: False, using: 0 HPUs
Missing logger folder: /src/lightning_logs
Restoring states from the checkpoint path at /tmp/outputs/imagedream-sd21-shading/pineapple@20240222-184042/ckpts/last.ckpt
LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]
Loaded model weights from the checkpoint at /tmp/outputs/imagedream-sd21-shading/pineapple@20240222-184042/ckpts/last.ckpt
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:441: The 'predict_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=9` in the `DataLoader` to improve performance.
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/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/pytorch_lightning/loops/prediction_loop.py:252: predict returned None if it was on purpose, ignore this warning...
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Using xatlas to perform UV unwrapping, may take a while ...
Exporting textures ...
Perform UV padding on texture maps to avoid seams, may take a while ...
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Export assets saved to /tmp/outputs/imagedream-sd21-shading/pineapple@20240222-184042/save